From 0a6e2f0a39a14383dd3500fc350fb1e146d84b89 Mon Sep 17 00:00:00 2001 From: caes Date: Thu, 16 Mar 2017 00:12:46 -0400 Subject: [PATCH] added lag lab --- adv_lab.bib | 330 +- chaos/report/report.tex | 24 +- lag/data/clag_analysis-7bins-3465A.ipynb | 781 +++ lag/data/clag_analysis-ZoghbiCopy.ipynb | 704 +++ lag/data/clag_analysis-origbins-3471A.ipynb | 841 +++ lag/data/clag_analysis-origbins-6175A.ipynb | 816 +++ lag/data/clag_analysis-origbins-6439A.ipynb | 861 ++++ lag/data/clag_analysis-origbins-7647A.ipynb | 832 +++ lag/data/clag_analysis-origbins-9157A.ipynb | 825 +++ ...g_analysis-origbins-noLFerrors-1928A.ipynb | 800 +++ ...g_analysis-origbins-noLFerrors-4368A.ipynb | 868 ++++ ...g_analysis-origbins-noLFerrors-4775A.ipynb | 701 +++ ...g_analysis-origbins-noLFerrors-5404A.ipynb | 623 +++ .../clag_analysis-origbins-noLFerrors.ipynb | 887 ++++ lag/data/clag_analysis-origbins.ipynb | 830 +++ lag/data/clag_analysis.ipynb | 195 + ...complete_clag_analysis-3471_origbins.ipynb | 734 +++ lag/data/lc/1158A.lc | 170 + lag/data/lc/1367A.lc | 170 + lag/data/lc/1367A_shifted.lc | 170 + lag/data/lc/1479A.lc | 170 + lag/data/lc/1746A.lc | 170 + lag/data/lc/1928A.lc | 283 + lag/data/lc/2246A.lc | 255 + lag/data/lc/2600A.lc | 269 + lag/data/lc/3465A.lc | 269 + lag/data/lc/3471A.lc | 144 + lag/data/lc/4368A.lc | 147 + lag/data/lc/4392A.lc | 270 + lag/data/lc/4775A.lc | 171 + lag/data/lc/5404A.lc | 419 ++ lag/data/lc/5468A.lc | 259 + lag/data/lc/6175A.lc | 171 + lag/data/lc/6439A.lc | 133 + lag/data/lc/7647A.lc | 177 + lag/data/lc/8560A.lc | 97 + lag/data/lc/9157A.lc | 185 + lag/data/lcshort/1158A.lc | 171 + lag/data/lcshort/1367A.lc | 171 + lag/data/lcshort/1479A.lc | 171 + lag/data/lcshort/1746A.lc | 171 + lag/data/lcshort/1928A.lc | 282 + lag/data/lcshort/2246A.lc | 254 + lag/data/lcshort/2600A.lc | 269 + lag/data/lcshort/3465A.lc | 267 + lag/data/lcshort/3471A.lc | 144 + lag/data/lcshort/4368A.lc | 141 + lag/data/lcshort/4392A.lc | 269 + lag/data/lcshort/4775A.lc | 172 + lag/data/lcshort/5404A.lc | 364 ++ lag/data/lcshort/5468A.lc | 258 + lag/data/lcshort/6175A.lc | 169 + lag/data/lcshort/6439A.lc | 129 + lag/data/lcshort/7647A.lc | 177 + lag/data/lcshort/8560A.lc | 94 + lag/data/lcshort/9157A.lc | 185 + lag/data/lightcurves | 1 + lag/data/tophat_fitting_sandbox.ipynb | 301 ++ lag/report/AGN_standard.png | Bin 0 -> 235849 bytes lag/report/TCCF_fausnaugh.pdf | Bin 0 -> 222308 bytes lag/report/basic_geometry.png | Bin 0 -> 21153 bytes lag/report/freq_3465A.png | Bin 0 -> 14322 bytes lag/report/freq_3471A.png | Bin 0 -> 19012 bytes lag/report/freq_6175A.png | Bin 0 -> 15742 bytes lag/report/freq_6439A.png | Bin 0 -> 17184 bytes lag/report/freq_7657A.png | Bin 0 -> 16605 bytes lag/report/freq_9157A.png | Bin 0 -> 16512 bytes lag/report/isodelay.jpg | Bin 0 -> 24237 bytes lag/report/isodelay_detail.jpg | Bin 0 -> 9288 bytes lag/report/isodelay_eq.gif | Bin 0 -> 426 bytes lag/report/lightcurves.pdf | 4537 +++++++++++++++++ lag/report/ngc5548.png | Bin 0 -> 2205471 bytes lag/report/psd1367A.pdf | Bin 0 -> 20375 bytes lag/report/psd_atlas.pdf | Bin 0 -> 35869 bytes lag/report/report.tex | 261 + lag/report/time_3465A.png | Bin 0 -> 15535 bytes lag/report/time_3471A.png | Bin 0 -> 16452 bytes lag/report/time_6175A.png | Bin 0 -> 17174 bytes lag/report/time_6439A.png | Bin 0 -> 18064 bytes lag/report/time_7657A.png | Bin 0 -> 17833 bytes lag/report/time_9157A.png | Bin 0 -> 17155 bytes lag/report/timelag_atlas.pdf | Bin 0 -> 36686 bytes lag/report/tophat_freqdomain.pdf | Bin 0 -> 32732 bytes lag/report/tophat_timedomain.pdf | Bin 0 -> 15268 bytes 84 files changed, 24696 insertions(+), 13 deletions(-) create mode 100644 lag/data/clag_analysis-7bins-3465A.ipynb create mode 100644 lag/data/clag_analysis-ZoghbiCopy.ipynb create mode 100644 lag/data/clag_analysis-origbins-3471A.ipynb create mode 100644 lag/data/clag_analysis-origbins-6175A.ipynb create mode 100644 lag/data/clag_analysis-origbins-6439A.ipynb create mode 100644 lag/data/clag_analysis-origbins-7647A.ipynb create mode 100644 lag/data/clag_analysis-origbins-9157A.ipynb create mode 100644 lag/data/clag_analysis-origbins-noLFerrors-1928A.ipynb create mode 100644 lag/data/clag_analysis-origbins-noLFerrors-4368A.ipynb create mode 100644 lag/data/clag_analysis-origbins-noLFerrors-4775A.ipynb create mode 100644 lag/data/clag_analysis-origbins-noLFerrors-5404A.ipynb create mode 100644 lag/data/clag_analysis-origbins-noLFerrors.ipynb create mode 100644 lag/data/clag_analysis-origbins.ipynb create mode 100644 lag/data/clag_analysis.ipynb create mode 100644 lag/data/complete_clag_analysis-3471_origbins.ipynb create mode 100644 lag/data/lc/1158A.lc create mode 100644 lag/data/lc/1367A.lc create mode 100644 lag/data/lc/1367A_shifted.lc create mode 100644 lag/data/lc/1479A.lc create mode 100644 lag/data/lc/1746A.lc create mode 100644 lag/data/lc/1928A.lc create mode 100644 lag/data/lc/2246A.lc create mode 100644 lag/data/lc/2600A.lc create mode 100644 lag/data/lc/3465A.lc create mode 100644 lag/data/lc/3471A.lc create mode 100644 lag/data/lc/4368A.lc create mode 100644 lag/data/lc/4392A.lc create mode 100644 lag/data/lc/4775A.lc create mode 100644 lag/data/lc/5404A.lc create mode 100644 lag/data/lc/5468A.lc create mode 100644 lag/data/lc/6175A.lc create mode 100644 lag/data/lc/6439A.lc create mode 100644 lag/data/lc/7647A.lc create mode 100644 lag/data/lc/8560A.lc create mode 100644 lag/data/lc/9157A.lc create mode 100644 lag/data/lcshort/1158A.lc create mode 100644 lag/data/lcshort/1367A.lc create mode 100644 lag/data/lcshort/1479A.lc create mode 100644 lag/data/lcshort/1746A.lc create mode 100644 lag/data/lcshort/1928A.lc create mode 100644 lag/data/lcshort/2246A.lc create mode 100644 lag/data/lcshort/2600A.lc create mode 100644 lag/data/lcshort/3465A.lc create mode 100644 lag/data/lcshort/3471A.lc create mode 100644 lag/data/lcshort/4368A.lc create mode 100644 lag/data/lcshort/4392A.lc create mode 100644 lag/data/lcshort/4775A.lc create mode 100644 lag/data/lcshort/5404A.lc create mode 100644 lag/data/lcshort/5468A.lc create mode 100644 lag/data/lcshort/6175A.lc create mode 100644 lag/data/lcshort/6439A.lc create mode 100644 lag/data/lcshort/7647A.lc create mode 100644 lag/data/lcshort/8560A.lc create mode 100644 lag/data/lcshort/9157A.lc create mode 120000 lag/data/lightcurves create mode 100644 lag/data/tophat_fitting_sandbox.ipynb create mode 100644 lag/report/AGN_standard.png create mode 100644 lag/report/TCCF_fausnaugh.pdf create mode 100644 lag/report/basic_geometry.png create mode 100644 lag/report/freq_3465A.png create mode 100644 lag/report/freq_3471A.png create mode 100644 lag/report/freq_6175A.png create mode 100644 lag/report/freq_6439A.png create mode 100644 lag/report/freq_7657A.png create mode 100644 lag/report/freq_9157A.png create mode 100644 lag/report/isodelay.jpg create mode 100644 lag/report/isodelay_detail.jpg create mode 100644 lag/report/isodelay_eq.gif create mode 100644 lag/report/lightcurves.pdf create mode 100644 lag/report/ngc5548.png create mode 100644 lag/report/psd1367A.pdf create mode 100644 lag/report/psd_atlas.pdf create mode 100644 lag/report/report.tex create mode 100644 lag/report/time_3465A.png create mode 100644 lag/report/time_3471A.png create mode 100644 lag/report/time_6175A.png create mode 100644 lag/report/time_6439A.png create mode 100644 lag/report/time_7657A.png create mode 100644 lag/report/time_9157A.png create mode 100644 lag/report/timelag_atlas.pdf create mode 100644 lag/report/tophat_freqdomain.pdf create mode 100644 lag/report/tophat_timedomain.pdf diff --git a/adv_lab.bib b/adv_lab.bib index f00aec0..a1a56d0 100644 --- a/adv_lab.bib +++ b/adv_lab.bib @@ -1,3 +1,324 @@ +@INPROCEEDINGS{2001sac..conf....3P, + author = {{Peterson}, B.~M.}, + title = "{Variability of Active Galactic Nuclei}", +booktitle = {Advanced Lectures on the Starburst-AGN}, + year = 2001, + eprint = {astro-ph/0109495}, + editor = {{Aretxaga}, I. and {Kunth}, D. and {M{\'u}jica}, R.}, + pages = {3}, + doi = {10.1142/9789812811318_0002}, + adsurl = {http://adsabs.harvard.edu/abs/2001sac..conf....3P}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + + +@INPROCEEDINGS{2016ASSL..439..249B, + author = {{Bentz}, M.~C.}, + title = "{AGN Reverberation Mapping}", + keywords = {Physics}, +booktitle = {Astrophysics and Space Science Library}, + year = 2016, + series = {Astrophysics and Space Science Library}, + volume = 439, + editor = {{Boffin}, H.~M.~J. and {Hussain}, G. and {Berger}, J.-P. and + {Schmidtobreick}, L.}, + pages = {249}, + doi = {10.1007/978-3-319-39739-9_13}, + adsurl = {http://adsabs.harvard.edu/abs/2016ASSL..439..249B}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@MISB{ngc5548photo, + author = {Davide de Martin}, + title = {Supermassive black hole at the heart of NGC 5548}, + howpublished = {ESA/Hubble \& Nasa. https://cdn.spacetelescope.org/archives/images/screen/heic1413a.jpg.}, + note = {CC BY} +} + + +@ARTICLE{2016ApJ...821...56F, + author = {{Fausnaugh}, M.~M. and {Denney}, K.~D. and {Barth}, A.~J. and + {Bentz}, M.~C. and {Bottorff}, M.~C. and {Carini}, M.~T. and + {Croxall}, K.~V. and {De Rosa}, G. and {Goad}, M.~R. and {Horne}, K. and + {Joner}, M.~D. and {Kaspi}, S. and {Kim}, M. and {Klimanov}, S.~A. and + {Kochanek}, C.~S. and {Leonard}, D.~C. and {Netzer}, H. and + {Peterson}, B.~M. and {Schn{\"u}lle}, K. and {Sergeev}, S.~G. and + {Vestergaard}, M. and {Zheng}, W.-K. and {Zu}, Y. and {Anderson}, M.~D. and + {Ar{\'e}valo}, P. and {Bazhaw}, C. and {Borman}, G.~A. and {Boroson}, T.~A. and + {Brandt}, W.~N. and {Breeveld}, A.~A. and {Brewer}, B.~J. and + {Cackett}, E.~M. and {Crenshaw}, D.~M. and {Dalla Bont{\`a}}, E. and + {De Lorenzo-C{\'a}ceres}, A. and {Dietrich}, M. and {Edelson}, R. and + {Efimova}, N.~V. and {Ely}, J. and {Evans}, P.~A. and {Filippenko}, A.~V. and + {Flatland}, K. and {Gehrels}, N. and {Geier}, S. and {Gelbord}, J.~M. and + {Gonzalez}, L. and {Gorjian}, V. and {Grier}, C.~J. and {Grupe}, D. and + {Hall}, P.~B. and {Hicks}, S. and {Horenstein}, D. and {Hutchison}, T. and + {Im}, M. and {Jensen}, J.~J. and {Jones}, J. and {Kaastra}, J. and + {Kelly}, B.~C. and {Kennea}, J.~A. and {Kim}, S.~C. and {Korista}, K.~T. and + {Kriss}, G.~A. and {Lee}, J.~C. and {Lira}, P. and {MacInnis}, F. and + {Manne-Nicholas}, E.~R. and {Mathur}, S. and {McHardy}, I.~M. and + {Montouri}, C. and {Musso}, R. and {Nazarov}, S.~V. and {Norris}, R.~P. and + {Nousek}, J.~A. and {Okhmat}, D.~N. and {Pancoast}, A. and {Papadakis}, I. and + {Parks}, J.~R. and {Pei}, L. and {Pogge}, R.~W. and {Pott}, J.-U. and + {Rafter}, S.~E. and {Rix}, H.-W. and {Saylor}, D.~A. and {Schimoia}, J.~S. and + {Siegel}, M. and {Spencer}, M. and {Starkey}, D. and {Sung}, H.-I. and + {Teems}, K.~G. and {Treu}, T. and {Turner}, C.~S. and {Uttley}, P. and + {Villforth}, C. and {Weiss}, Y. and {Woo}, J.-H. and {Yan}, H. and + {Young}, S.}, + title = "{Space Telescope and Optical Reverberation Mapping Project. III. Optical Continuum Emission and Broadband Time Delays in NGC 5548}", + journal = {ApJ}, +archivePrefix = "arXiv", + eprint = {1510.05648}, + keywords = {galaxies: active, galaxies: individual: NGC 5548, galaxies: nuclei, galaxies: Seyfert}, + year = 2016, + month = apr, + volume = 821, + eid = {56}, + pages = {56}, + doi = {10.3847/0004-637X/821/1/56}, + adsurl = {http://adsabs.harvard.edu/abs/2016ApJ...821...56F}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2016Natur.535..388K, + author = {{Kara}, E. and {Miller}, J.~M. and {Reynolds}, C. and {Dai}, L. + }, + title = "{Relativistic reverberation in the accretion flow of a tidal disruption event}", + journal = {\nat}, +archivePrefix = "arXiv", + eprint = {1606.06736}, + primaryClass = "astro-ph.HE", + year = 2016, + month = jul, + volume = 535, + pages = {388-390}, + doi = {10.1038/nature18007}, + adsurl = {http://adsabs.harvard.edu/abs/2016Natur.535..388K}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + + + +@ARTICLE{2007MNRAS.380..669C, + author = {{Cackett}, E.~M. and {Horne}, K. and {Winkler}, H.}, + title = "{Testing thermal reprocessing in active galactic nuclei accretion discs}", + journal = {MNRAS}, +archivePrefix = "arXiv", + eprint = {0706.1464}, + keywords = {galaxies: active, galaxies: nuclei, galaxies: Seyfert}, + year = 2007, + month = sep, + volume = 380, + pages = {669-682}, + doi = {10.1111/j.1365-2966.2007.12098.x}, + adsurl = {http://adsabs.harvard.edu/abs/2007MNRAS.380..669C}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2014A&ARv..22...72U, + author = {{Uttley}, P. and {Cackett}, E.~M. and {Fabian}, A.~C. and {Kara}, E. and + {Wilkins}, D.~R.}, + title = "{X-ray reverberation around accreting black holes}", + journal = {A\&ARv}, +archivePrefix = "arXiv", + eprint = {1405.6575}, + primaryClass = "astro-ph.HE", + keywords = {Accretion, accretion disks, Black hole physics, Galaxies: active, Galaxies: Seyfert, X-rays: binaries}, + year = 2014, + month = aug, + volume = 22, + eid = {72}, + pages = {72}, + doi = {10.1007/s00159-014-0072-0}, + adsurl = {http://adsabs.harvard.edu/abs/2014A%26ARv..22...72U}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2013ApJ...777...24Z, + author = {{Zoghbi}, A. and {Reynolds}, C. and {Cackett}, E.~M.}, + title = "{Calculating Time Lags from Unevenly Sampled Light Curves}", + journal = {ApJ}, +archivePrefix = "arXiv", + eprint = {1308.5852}, + primaryClass = "astro-ph.HE", + keywords = {black hole physics, galaxies: active, galaxies: nuclei, methods: data analysis }, + year = 2013, + month = nov, + volume = 777, + eid = {24}, + pages = {24}, + doi = {10.1088/0004-637X/777/1/24}, + adsurl = {http://adsabs.harvard.edu/abs/2013ApJ...777...24Z}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2015ApJ...806..129E, + author = {{Edelson}, R. and {Gelbord}, J.~M. and {Horne}, K. and {McHardy}, I.~M. and + {Peterson}, B.~M. and {Ar{\'e}valo}, P. and {Breeveld}, A.~A. and + {De Rosa}, G. and {Evans}, P.~A. and {Goad}, M.~R. and {Kriss}, G.~A. and + {Brandt}, W.~N. and {Gehrels}, N. and {Grupe}, D. and {Kennea}, J.~A. and + {Kochanek}, C.~S. and {Nousek}, J.~A. and {Papadakis}, I. and + {Siegel}, M. and {Starkey}, D. and {Uttley}, P. and {Vaughan}, S. and + {Young}, S. and {Barth}, A.~J. and {Bentz}, M.~C. and {Brewer}, B.~J. and + {Crenshaw}, D.~M. and {Dalla Bont{\`a}}, E. and {De Lorenzo-C{\'a}ceres}, A. and + {Denney}, K.~D. and {Dietrich}, M. and {Ely}, J. and {Fausnaugh}, M.~M. and + {Grier}, C.~J. and {Hall}, P.~B. and {Kaastra}, J. and {Kelly}, B.~C. and + {Korista}, K.~T. and {Lira}, P. and {Mathur}, S. and {Netzer}, H. and + {Pancoast}, A. and {Pei}, L. and {Pogge}, R.~W. and {Schimoia}, J.~S. and + {Treu}, T. and {Vestergaard}, M. and {Villforth}, C. and {Yan}, H. and + {Zu}, Y.}, + title = "{Space Telescope and Optical Reverberation Mapping Project. II. Swift and HST Reverberation Mapping of the Accretion Disk of NGC 5548}", + journal = {\apj}, +archivePrefix = "arXiv", + eprint = {1501.05951}, + keywords = {galaxies: active, galaxies: individual: NGC 5548, galaxies: nuclei, galaxies: Seyfert}, + year = 2015, + month = jun, + volume = 806, + eid = {129}, + pages = {129}, + doi = {10.1088/0004-637X/806/1/129}, + adsurl = {http://adsabs.harvard.edu/abs/2015ApJ...806..129E}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2015ApJ...806..128D, + author = {{De Rosa}, G. and {Peterson}, B.~M. and {Ely}, J. and {Kriss}, G.~A. and + {Crenshaw}, D.~M. and {Horne}, K. and {Korista}, K.~T. and {Netzer}, H. and + {Pogge}, R.~W. and {Ar{\'e}valo}, P. and {Barth}, A.~J. and + {Bentz}, M.~C. and {Brandt}, W.~N. and {Breeveld}, A.~A. and + {Brewer}, B.~J. and {Dalla Bont{\`a}}, E. and {De Lorenzo-C{\'a}ceres}, A. and + {Denney}, K.~D. and {Dietrich}, M. and {Edelson}, R. and {Evans}, P.~A. and + {Fausnaugh}, M.~M. and {Gehrels}, N. and {Gelbord}, J.~M. and + {Goad}, M.~R. and {Grier}, C.~J. and {Grupe}, D. and {Hall}, P.~B. and + {Kaastra}, J. and {Kelly}, B.~C. and {Kennea}, J.~A. and {Kochanek}, C.~S. and + {Lira}, P. and {Mathur}, S. and {McHardy}, I.~M. and {Nousek}, J.~A. and + {Pancoast}, A. and {Papadakis}, I. and {Pei}, L. and {Schimoia}, J.~S. and + {Siegel}, M. and {Starkey}, D. and {Treu}, T. and {Uttley}, P. and + {Vaughan}, S. and {Vestergaard}, M. and {Villforth}, C. and + {Yan}, H. and {Young}, S. and {Zu}, Y.}, + title = "{Space Telescope and Optical Reverberation Mapping Project.I. Ultraviolet Observations of the Seyfert 1 Galaxy NGC 5548 with the Cosmic Origins Spectrograph on Hubble Space Telescope}", + journal = {\apj}, +archivePrefix = "arXiv", + eprint = {1501.05954}, + keywords = {galaxies: active, galaxies: individual: NGC 5548, galaxies: nuclei, galaxies: Seyfert}, + year = 2015, + month = jun, + volume = 806, + eid = {128}, + pages = {128}, + doi = {10.1088/0004-637X/806/1/128}, + adsurl = {http://adsabs.harvard.edu/abs/2015ApJ...806..128D}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{1999MNRAS.302L..24C, + author = {{Collier}, S. and {Horne}, K. and {Wanders}, I. and {Peterson}, B.~M. + }, + title = "{A new direct method for measuring the Hubble constant from reverberating accretion discs in active galaxies}", + journal = {\mnras}, + eprint = {astro-ph/9811278}, + year = 1999, + month = jan, + volume = 302, + pages = {L24-L28}, + doi = {10.1046/j.1365-8711.1999.02250.x}, + adsurl = {http://adsabs.harvard.edu/abs/1999MNRAS.302L..24C}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2016MNRAS.462..511K, + author = {{Kara}, E. and {Alston}, W.~N. and {Fabian}, A.~C. and {Cackett}, E.~M. and + {Uttley}, P. and {Reynolds}, C.~S. and {Zoghbi}, A.}, + title = "{A global look at X-ray time lags in Seyfert galaxies}", + journal = {\mnras}, + keywords = {black hole physics, galaxies: active, X-rays: galaxies}, + year = 2016, + month = oct, + volume = 462, + pages = {511-531}, + doi = {10.1093/mnras/stw1695}, + adsurl = {http://adsabs.harvard.edu/abs/2016MNRAS.462..511K}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@INPROCEEDINGS{2006pces.conf...89P, + author = {{Peterson}, B.~M. and {Horne}, K.}, + title = "{Reverberation mapping of active galactic nuclei}", +booktitle = {Planets to Cosmology: Essential Science in the Final Years of the Hubble Space Telescope}, + year = 2006, + volume = 18, + editor = {{Livio}, M. and {Casertano}, S.}, + month = jan, + pages = {89}, + adsurl = {http://adsabs.harvard.edu/abs/2006pces.conf...89P}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2012ARA&A..50..455F, + author = {{Fabian}, A.~C.}, + title = "{Observational Evidence of Active Galactic Nuclei Feedback}", + journal = {\araa}, +archivePrefix = "arXiv", + eprint = {1204.4114}, + year = 2012, + month = sep, + volume = 50, + pages = {455-489}, + doi = {10.1146/annurev-astro-081811-125521}, + adsurl = {http://adsabs.harvard.edu/abs/2012ARA%26A..50..455F}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + + +@ARTICLE{2015PASP..127...67B, + author = {{Bentz}, M.~C. and {Katz}, S.}, + title = "{The AGN Black Hole Mass Database}", + journal = {\pasp}, +archivePrefix = "arXiv", + eprint = {1411.2596}, + year = 2015, + month = jan, + volume = 127, + pages = {67-73}, + doi = {10.1086/679601}, + adsurl = {http://adsabs.harvard.edu/abs/2015PASP..127...67B}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + +@ARTICLE{2014SSRv..183..253P, + author = {{Peterson}, B.~M.}, + title = "{Measuring the Masses of Supermassive Black Holes}", + journal = {\ssr}, + keywords = {Active galactic nuclei, Black hole, Reverberation mapping}, + year = 2014, + month = sep, + volume = 183, + pages = {253-275}, + doi = {10.1007/s11214-013-9987-4}, + adsurl = {http://adsabs.harvard.edu/abs/2014SSRv..183..253P}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + + +@ARTICLE{1973A&A....24..337S, + author = {{Shakura}, N.~I. and {Sunyaev}, R.~A.}, + title = "{Black holes in binary systems. Observational appearance.}", + journal = {\aap}, + year = 1973, + volume = 24, + pages = {337-355}, + adsurl = {http://adsabs.harvard.edu/abs/1973A%26A....24..337S}, + adsnote = {Provided by the SAO/NASA Astrophysics Data System} +} + + + + + + + + + @book{CHAOSDYNAMICS, author = {Baker, G.L. and Gollub, J.P.}, @@ -117,4 +438,11 @@ url = {http://www.engineeringtoolbox.com/air-density-specific-weight-d_600.html} month=oct # "~28", publisher={Google Patents}, note={WO Patent App. PCT/GB2004/001,654} -} \ No newline at end of file +} + + + + + + + diff --git a/chaos/report/report.tex b/chaos/report/report.tex index 0977f55..6600ab5 100644 --- a/chaos/report/report.tex +++ b/chaos/report/report.tex @@ -31,9 +31,9 @@ The chaotic behaviour of a driven pendulum is explored. Phase space behaviours o \section{Chaos} \label{sec:chaos} -Chaos is observed in many non-linear physical systems. It is the condition that a system's outcome is strongly sensitive to initial conditions. The changing conditions as the system evolves affect the outcome such that predicting the future state becomes impossible. The motion of a driven oscillator, such as a driven pendulum, for example, becomes unpredictable as the driving frequency and natural frequency of the pendulum interact. Damping can constrain the motion, and we find that while the motion is unpredictable, it still displays certain characteristics that can be analyzed. +Chaos is observed in many non-linear physical systems. It is the condition that a system's evolution is strongly sensitive to initial conditions, such that predicting the future state becomes impossible. The motion of a driven oscillator, such as a driven pendulum, becomes unpredictable as the driving frequency and natural frequency of the pendulum interact. Damping can constrain the motion, and we find that while the motion is unpredictable, it still exhibits some useful features, which will be discussed in section \ref{sec:modeling}. -For a finite period of time, chaotic behaviour isn't completely discernable from periodic behaviour, because the possibility exists that the function may repeat itself at some future time. To identify chaos, one makes a judgment after enough time has elapsed to assume for practical purposes the function will not repeat. Distinctions are seen between a periodic variable and a chaotic variable in phase space and poincar\'{e} sections. \cite{TANGLEDTALE} +For a finite period of time, chaotic behaviour isn't completely discernable from periodic behaviour, because the possibility exists that the function may repeat itself at some future time. Distinctions are seen between a periodic variable and a chaotic variable in phase space and Poincar\'{e} sections. \cite{TANGLEDTALE} \subsection{Model of a Driven Pendulum} @@ -44,7 +44,7 @@ For a finite period of time, chaotic behaviour isn't completely discernable from $\frac{d^2\theta}{dt^2} = \frac{{\omega_0}^2}{I} sin(\theta) - \frac{{\alpha}}{I} \frac{d\theta}{dt} + \frac{f}{I} cos(\omega t + \phi)$. \end{center} - Here, $\omega_0$ represents the natural frequency of the pedulum, also its resonant frequency. The system will respond most strongly to the driver at this frequency. $\alpha$ is a damping term -- this can take a variety of forms, and in the experiment of section \ref{sec:experiment} is produced by a neodymium magnet interacting with the metal wheel of the pendulum. $f$ is the forcing amplitude where $\omega$ is the forcing frequency, offset from the angular coordinate by a phase $\phi$. $I$ is the moment of inertia of the pendulum. + Here, $\omega_0$ represents the natural frequency of the pedulum, also its resonant frequency. $\alpha$ is a damping term -- this can take a variety of forms, and in the experiment of section \ref{sec:experiment} is produced by a neodymium magnet interacting with the metal wheel of the pendulum. $f$ is the forcing amplitude where $\omega$ is the forcing frequency, offset from the angular coordinate by a phase $\phi$. $I$ is the moment of inertia of the pendulum. The system will respond most strongly to the driver at this frequency. \section{Phase Space} @@ -83,7 +83,7 @@ A 2-dimensional phase space is a useful environment in which to identify the cha \end{figure} \subsection{Poincar\'{e} Map} - A Poincar\'{e} section is a 2D phase space cross-section; in the case of the driven pendulum, the cross-section at a phase $\phi$ from the forcing term. One draws a map between each successive point to create a Poincar\'e map, which is a useful representation of a system's behaviour in phase space. A poincar\'e section of the driven pendulum model is shown in figure \ref{fig:model_driven_poincare}. An undriven and undamped oscillator will always return to the same point after one period, so a Poincar\'e map sampled using the period corresponding to the oscillator's natural frequency will consist of a single dot. The existence of multiple points at the same phase indicates chaotic motion. + A Poincar\'{e} section is a 2D phase space cross-section; in the case of the driven pendulum, the cross-section at a phase $\phi$ from the forcing term. One draws a map between each successive point to create a Poincar\'e map, which is a useful representation of a system's behaviour in phase space. A Poincar\'e section of the driven pendulum model is shown in figure \ref{fig:model_driven_poincare}. An undriven and undamped oscillator will always return to the same point after one period, so a Poincar\'e map sampled using the period corresponding to the oscillator's natural frequency will consist of a single dot. The existence of multiple points at the same phase indicates chaotic motion. \begin{figure} \includegraphics[width=6.5in]{model_driven_poincare.png} @@ -117,7 +117,7 @@ An experimental driven pendulum is built in order to determine whether its motio \subsection{Periodic Motion} - To produce periodic motion, the driving arm is run with a driving period $1.45\pm0.02s$. The observed motion is plotted in figure \ref{fig:exp_periodic}. The motion still suggests the possibility of chaos by the variation in the path taken about the critical point, but the poincar\'e section in figure \ref{fig:exp_periodic} indicates that the orbit is likely converging. The period of the observed motion is consistent with the driving period. + To produce periodic motion, the driving arm is run with a driving period $1.45\pm0.02s$. The observed motion is plotted in figure \ref{fig:exp_periodic}. The motion still suggests the possibility of chaos by the variation in the path taken about the critical point, but the Poincar\'e section in figure \ref{fig:exp_periodic} indicates that the orbit is likely converging. The period of the observed motion is consistent with the driving period. \begin{figure} \hfill @@ -133,13 +133,13 @@ An experimental driven pendulum is built in order to determine whether its motio \includegraphics[width=1.8in]{exp_periodic_poincare.png} } \hfill - \caption{[A] The observed motion when the driving arm is run with period $1.45\pm0.02s$ is periodic at $1.48\pm0.08s$. [B] The periodic nature is recognizable in phase space. [C] The poincar\'e section shows the orbit is likely converging.} + \caption{[A] The observed motion when the driving arm is run with period $1.45\pm0.02s$ is periodic at $1.48\pm0.08s$. [B] The periodic nature is recognizable in phase space. [C] The Poincar\'e section shows the orbit is likely converging.} \label{fig:exp_periodic} \end{figure} \subsection{Chaotic Motion} - The driving arm period was increased until the pendulum was exhibiting visibly complex behaviour. The final period was $1.13\pm0.02s$. In figure \ref{fig:exp_chaotic_A} the observed motions are plotted. Two chaotic attractors are strikingly visible in the phase diagram, and the poincar\'e plot shows significant deviation through the phase. + The driving arm period was increased until the pendulum was exhibiting visibly complex behaviour. The final period was $1.13\pm0.02s$. In figure \ref{fig:exp_chaotic_A} the observed motions are plotted. Two chaotic attractors are strikingly visible in the phase diagram, and the Poincar\'e plot shows significant deviation through the phase. \begin{figure} \hfill @@ -155,7 +155,7 @@ An experimental driven pendulum is built in order to determine whether its motio \includegraphics[width=1.8in]{exp_chaotic_A_poincare.png} } \hfill - \caption{[A] The observed motion when the driving arm is run with period $1.13\pm0.02s$ is chaotic. [B] Chaotic attractors are recognizable in phase space. [C] The poincar\'e section shows chaos in the orbit, but that the motions are still constrained to a finite area in phase space.} + \caption{[A] The observed motion when the driving arm is run with period $1.13\pm0.02s$ is chaotic. [B] Chaotic attractors are recognizable in phase space. [C] The Poincar\'e section shows chaos in the orbit, but that the motions are still constrained to a finite area in phase space.} \label{fig:exp_chaotic_A} \end{figure} @@ -175,12 +175,12 @@ An experimental driven pendulum is built in order to determine whether its motio \includegraphics[width=1.8in]{exp_chaotic_B_poincare.png} } \hfill - \caption{[A] The observed motion when the driving arm is run with period $1.26\pm0.02s$ (near the resonance frequency) is chaotic. [B] . [C] The poincar\'e section shows the same integrated area of constraint in variation as the first test, but more evenly distributed.} + \caption{[A] The observed motion when the driving arm is run with period $1.26\pm0.02s$ (near the resonance frequency) is chaotic. [B] . [C] The Poincar\'e section shows the same integrated area of constraint in variation as the first test, but more evenly distributed.} \label{fig:exp_chaotic_B} \end{figure} - One final driving period was chosen for good measure. At $1.15\pm0.02s$, the motion appears closer to sinsuisoidal than in the pervious tests. Nonetheless, the attractors can be observed in the phase diagram and the paths through the poincar\'e section are limited to the same integrated area. + One final driving period was chosen for good measure. At $1.15\pm0.02s$, the motion appears closer to sinsuisoidal than in the pervious tests. Nonetheless, the attractors can be observed in the phase diagram and the paths through the Poincar\'e section are limited to the same integrated area. \begin{figure} \hfill @@ -190,13 +190,13 @@ An experimental driven pendulum is built in order to determine whether its motio \hfill \includegraphics[width=1.8in]{exp_chaotic_C_poincare.png} \hfill - \caption{The observed motion when the driving arm is run with period $1.16\pm0.02s$. The time graph looks significiantly different from the previous tests, but the same attractors and poincar\'e section are observed.} + \caption{The observed motion when the driving arm is run with period $1.16\pm0.02s$. The time graph looks significiantly different from the previous tests, but the same attractors and Poincar\'e section are observed.} \label{fig:exp_chaotic_C} \end{figure} \section{Discussion} \label{sec:discussion} -The periodic motion is observable in the first experimental case, plotted in figure \ref{fig:exp_periodic}. Once the driving arm period was increased from that frequency to one that induced chaotic motion, the predicted spread of intercepts through the poincar\'e section and the orbits about the chaotic attractors were visually confirmed. It would have been useful to produce the phase diagram of the damped, undriven pendulum to compare the locations of those critical points to the chaotic attractors. However, as Poincar\'e predicted so long ago, it is quite evident that constrained chaotic motion does follow complex paths about attractors, and this motion is evident in the observed motion of the damped, driven pendulum. +The periodic motion is observable in the first experimental case, plotted in figure \ref{fig:exp_periodic}. Once the driving arm period was increased from that frequency to one that induced chaotic motion, the predicted spread of intercepts through the Poincar\'e section and the orbits about the chaotic attractors were visually confirmed. It would have been useful to produce the phase diagram of the damped, undriven pendulum to compare the locations of those critical points to the chaotic attractors. However, as Poincar\'e predicted so long ago, it is quite evident that constrained chaotic motion does follow complex paths about attractors, and this motion is evident in the observed motion of the damped, driven pendulum. \printbibliography diff --git a/lag/data/clag_analysis-7bins-3465A.ipynb b/lag/data/clag_analysis-7bins-3465A.ipynb new file mode 100644 index 0000000..9e60550 --- /dev/null +++ b/lag/data/clag_analysis-7bins-3465A.ipynb @@ -0,0 +1,781 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3X18VPWd9/9XSAKSRBRwbFEoxFBYg1pNKhD6s+qCqFBy\n1UI35PGzbbjorle73V2vSzK22u7P31W07aRre117tbXXlpL21zWmWnYXoevderNU7mro9sb4kxID\nyO2MiDcQhNyc64/vHOcmM8lM5szMOTPv5+ORR2BmMufkmzPnfM73+/l+viAiIiIiIiIiIiIiIiIi\nIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIjJm+4GhBF//K4/7JCIiIi42Fbg46msxJnj4\neD53SkRERLzju8DefO+EiIiIeMN44A3gy/neEREREXFOWRbf+5PABUD7CK+ZFv4SERGR9BwNf+Vc\nSRbf+0ngPeA/JXl+2iWXXHLkyJEjWdwFERGRgnUYuJY8BBDZ6nmYiUmWvG2E10w7cuQIP/vZz7j8\n8suztBsS78477+S73/1uvnejqKjNc09tnntq89x65ZVXuP322y/F9N4XTPCwBjgObB3thZdffjl1\ndXVZ2g2Jd+GFF6q9c0xtnntq89xTmxeXcVl6zzXATzDTNEVERKSAZCN4WAJMB36chfcWERGRPMvG\nsMVTQGkW3ldERERcIBs9D+Jizc3N+d6FoqM2zz21ee6pzYtLNqdqjqYO6Orq6lKSjYiISBr27NlD\nfX09QD2wJ9fbV8+DiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiI\npEXBg4iIiKRFwYOIiIikRcGDiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiIpEXBg4iIiKRFwYOIiIik\nRcGDiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiIpKUs3zsgIlJIOjrMF8B778GBAzBzJpx3nnmsudl8\niXiZeh5ERBzU3AybN5vvZ8/C3r3wzjvw6qsmmOjogMbGSIAh4kXqeRARcVgoFOKppwK8/no3UMqh\nQ4McPlzL97/vZ/FiX753TyRj6nkQEXFQMBikoaGJ9vaV9PZuBOZy+LAF/Ae33HIDzc1/RSgUyvdu\nimREwYOIiIPuvruNnp4HgMuA1cBKYCvwNAMDv+eRR5ppaGhSACGepuBBRMRBu3d3AwuANuABYCFQ\nEn52HLCInp778fsDedpDkcwpeBARcdDAQCkmWLCDiEQWhIMMEW9S8CAi4qCyskHAAuwgIpFx4SBD\nxJsUPIiIOGj+/FpgF2AHEYkMhYMMEW9S8CAi4qBAwE9NzT3ARcDOJK/aFQ4yRLxJwYOIiIN8Ph87\ndnSyenUVZWX/GXgRGAo/OwTsoKbmXgIBf/52UiRDCh5ERBzm8/no6PgeTzzx78A/c+mlK4BGqqtX\n0NKyiR07OvH5VCxKvEsVJkVEHBS7toWPOXPamDwZDh+GGTNg6VJQ3CBep54HEREHRa9tcd55MHcu\nTJoEc+bAhAla20IKg3oeRESyQKtnSiFTz4OIiIikRcGDiIiIpEXDFiIiWRSbQAkHDsDMmSYfAjS8\nId6k4EFExCGjBQo33AD33mteU1eXt90UyZiCBxERh0T3IuzZA/X1JlCYMSOE3x/gRz/qBkpZtWqQ\n66+vJRDwq96DeJKCBxERB4VCJlB44QUTKNx2Wx8nT4Z4990fAgGghN7eIXp7d7NtW5MKRoknKWFS\nRMQhwWCQhoYm2ttX0tu7BdjMwYNX8+67DwELiayyOQ5YSE/P/fj9gbztr8hYKXgQEXHI3Xe30dPz\nALGBwivh/yeygN27u3OybyJOUvAgIuIQEwgsiHu0lEggEW8cAwOl2d0pkSxQ8CAi4hATCMQHCoOA\nleQnhigrG8zuTolkgYIHERGHmEAgPlCoBXYl+YldzJ9fm92dEskCBQ8iIg4xgUB8oOAH7gG2A0Ph\nx4aAHdTU3Esg4M/hHoo4Q8GDiIhDAgE/NTX3ADuIBApTgXVUVd3BzJm3Ao1UV6+gpWWTpmmKZ6nO\ng4iIQ3w+Hzt2dIbrPKynt7eU6mq7INSzvP66j/p6eOwxVZgUb1PwICLiIJ/Px8aNbe9XmPz852Hn\nTli71pSsnjMHvvxlrW0h3paN4OFS4FvALcBEYC+wFtiThW2JiLhG/NoWc+bA889HAoU1axQoSGFw\nOniYDLwI/BsmeAgCNcBbDm9HRMR11IsgxcLp4OFu4ACmp8F20OFtiIiISB45PduiEegCHgWOY4Yq\nPu/wNkRERCSPnA4eLgO+ALwKLAV+APxP4LMOb0dERETyxOlhi3HAbuCr4f//FrgC+C/ATxP9wJ13\n3smFF14Y81hzczPNGjgUERGho6ODDjsTN+ytt/KbSphstZax2g88BfxF1GNfAO4Fpse9tg7o6urq\nok4TnkVERFK2Z88e6uvrAerJw2xGp3seXgT+JO6xOZigQkSkaMVP4zxwAGbOVL0H8Sang4fvYAq4\nfwWTNDkf+PPwl4hI0WpuhiVLQuHqk9309pbS329Xn/SrTLV4itPBw0vAbcA3gL8FXgP+BugY6YdE\nRApdMBhk0aLV9PQ8AASAEnp7h+jt3c22bU1a50I8JRsLY20FrsJUl5wHbMjCNkREPOXuu9vCgcNC\nIulm44CF9PTcj98fyN/OiaRJq2qKiOTA7t3dwIIkzy4IPy/iDQoeRERyYGCglOQT3MaFnxfxBgUP\nIiI5UFY2CFhJnh0KPy/iDQoeRERyYP78WmBXkmd3hZ8X8QYFDyIiORAI+KmpuQfYAQyFHx0CdlBT\ncy+BgD9/OyeSJgUPIiI54PP52LGjk49/fBMVFSuARiZOXMGkSZuYPr2TtWt9NDZGCkmJuJnTdR5E\nRCQJn8/HCy+0sWcP1NfDP/wD3H47PPggqEq/eImCBxGRHIguT/3OOyEmTQrw53/eDZRy3XWDfPSj\ntTz2mCpNijdo2EJEJAeam2HzZvjRj4IcOtTEO++s5MyZLcBm+voe59//fSUNDU2EQqF876rIqBQ8\niIjkkCpNSiHQsIVIBrRSoqTLVJJMFiAsYPfu9bncHZExUfAgkoHo4MBOguvoUPKbJKdKk1IINGwh\nkqFQKMSaNa2sWrUcaGTVquWsWdOqsWtJSJUmpRCo50EkA1pmWdI1f34t3d27MDkP8VRpUrxBPQ8i\nGVDym6RLlSalEKjnQSQDSn4TSC9x1q406fcHeOGF9fT2llJdPcj119cSCKinSrxBwYNIBpT8JpBe\n4qwJNHxAG7NnQ3m5CTROnIC1azVDR7xBwxYiGVDym9hSTZy1i0U1N5ueiblzzeOvvmp6LTo60BoX\n4nrqeRDJgJLfBMaWONvcDEuWhMLDF9309pbS328PX6hMtbibeh5EMqDkN4GxJc4Gg0EaGppob19J\nb68pU93b+zjt7SpTLe6n4EEkA1pmWcBOnF2Q5NkF4edjaaaOeJmGLUTSEJ9V//vfw8CAj9LSNioq\nYNIkk/y2axdYlpLfCp19PBw4kH7irGbqiJcpeBBJQ6Ks+q4uk1UfCkXGr6GU118f5KmnalmyROPX\nhcrOW/jwh49gEmcTBRCJE2c1U0e8TMGDSJrig4RVqwaZP38mu3a9zP7930KVJouHnSj59tvzgJ1A\nQ4JXJU6cjczUST3gEHEL5TyIpKijA26+OcisWcOT3Do7T7N//zfQ+HVxieQtfBu4l+GJsy8mTZw1\nAcWuJO+smTribgoeRFLU3AxTpnydvr71DA8S3iDxXSckS5gT74skSvqATmATYBJn4RNccMFfJu11\nCgT8XHxx4pk6FRX3cuSIX4m24loKHkRSFAwG+cUvniVxkKDx62IUm7dgqkbCVmAz8EsGBj7E2rW+\nhEGAz+fjD3/oZPXqn1FVVQdcCXyUqqq/orFxHj/7mZJtxb2U8yCSorvvbqO//xISBwkavy5Go+Ut\nzJw5yObNyX/esix+/etXOHXqIUwPRgmnTg3xyCO7+fWvlSsj7qWeB5EUmS7q8SQuR12LSZhLROPX\nhSqTvIWODqivV60H8SYFDyIpMl3UyS4WfuAu4EVUaTLCXqehsRGWLjXrOCxdGnnM62P6mVQYbW6G\nSZPSLy4l4gYKHkRSZLqoW4FEF4s/UlYWYvXqR6iuNglz1dUraGnZVNRdz83NsGFDiKlTW9m3bzl7\n9zayb99ypk5tZcOGkOfH9O0Koy0tm8b0d1etB/Eq5TyIpMgsgvUaJqs+AKzHJEoOAhfh8y3l9Om/\n1zLLUcayYJQXxFYa9XHgQBsXXwy9vTBjhuldSeXXUq0H8SoFDyIpCgT8/PKXTQSD9wPfwnTcDQG7\nqKi4lyuv7CzaICGZ2PUbbLFj+hs3tuVp78bOriy5alWAl17qpq+vlIkTB5k0qZaSEj8dHWaGxWjH\ng1ZlFa9S8CCSIntqnakuuZ7e3lKqq+0llL15B51thbp+Q6IelTNnhjhzZjeHDqXeoxII+Nm2rYme\nnvsxuQ+RgNTkTHRm9fcQGSsFDyJp8Pl8bNzY9v66Fo89Zta1sMUvnHXggBm+OO8881ix9UwU6pi+\nUz0qds6EAlLxGgUPIimKDgx6e6GyEm6+2fz/zBm47DKYNQvOng3x3nsBXn+9m97eUvr77YtB8S2Q\nVahj+k71qJhjyhSXUq6MeImCB5EUJTuR270Q7e0wfXphJgiOVaGO6TvVo6LgQLxKUzVFxigUCrFm\nTSurVi0HGlm1ajkf+9ifhcevVfQHMquD4GaRHpVEvNujIpIqBQ8iYxAMBmloGL665r59JlBIrPiK\n/mRaB8GttCKmFDsNW4iMQfKEuSoKMUEwE6MlmXqRZklIsVPwIDIGyRPmCjNBcKziZ5/MmQNf/rL3\nZ59oloQUOwUPImOQPGHO7s4urATBsfJqcJCKQuxREUmVggeRMUg+BdEPNAFfBxqI7s6eOPFejhzp\npLGxsC+qxaBQe1REUqXgQWQMkk9B9AHrmD37Xs6dK+PgwROUlQ0wMFDFxRdP4pJLAkVZ76HQOB0c\nqLiYeI2CB5ExGClhrqLi21x66ffZvftLwA8YGFgAlHDgwBDt7cVR70EXw/TYa2WYHAoVFxP3S5YW\nngt1QFdXVxd1GigUDwqFYk/2kYQ5P35/gPb2lSTOfdhBS8smVy0IlY2L/Ujto4thrNi1MkywaYLR\n3dTU3FPwwaakb8+ePdTX1wPUA3tyvX0FDyJjMNrFds+e5Rw+vIVksy5qa1fw8stbc7W7KXHyYq+L\nYXrWrGn1VLAp+Zfv4EHDFiJjMNqd+Ny53loQKtEqkZmU1S7UpbizpVBXH5XCpQqTIlnglfLFHR3Q\n2Aj19dEX+8zLapuL4YIkzxZfpc3RFOrqo1K4FDyIZIFXyhc3N8OGDSHeffc5RrrYP/poN42NJtCw\nh2tGMtrFcP/+0rTer9B5JdgUsSl4EMkCrywIZa/R8fbbk4m92IeAVmA58EnOnj3I1KmtbNgQSilx\ncvjFMPr9Gunv703r/QqdV4JNEZvTwcN9mDNk9NcRh7ch4npeWRAqkpswnsjFPogpdLUSMIt+DQz8\nlvb2lTQ0NBEKhUZ939iL4fD36+9P7/3cwh7maWyEpUth7lzzPdNeFK8EmyI2p2db3Ad8ClgS9dgg\ncCLBazXbQgqWV+oczJu3nO7uLZjKmCuBGuDTwAPAogQ/kVrmfygUoqHBroPxC2AVhTKTIFtTUDW1\nVdJRiLMtBjG3GiJFyy3BQbz4oOaPf7RzE/zAbZi73fMwpbUTSS3zP3rhqH/8xyfp708WHHhrJoHT\ns1Js5u/iA9qYPRvKy02weeIErF3r3uNJilc2gocPA4eBs5h+y3uA3ixsR0TSZFcyXLUqwEsvddPf\nfxAzXOEDrgGagW+SaeZ/9MWwvPxV+vsLYyZBtqagKjgQr3E6eNgJfAbYC3wQ+CqwHZgHvOnwtkRc\nzY1DF7F3zq3An2HG2RcBr2F6HDJfVjz6d5s3b5Du7uTvd+TIYFqLhdntevgwHDwIZ87AhAlw9ixM\nnAgf+hBceml22lf1GEQMp4OHJ6L+/TLmrNQDfA74TqIfuPPOO7nwwgtjHmtubqZZYbh4nBvXK4jc\nOV8GrAbuxsT49wP2EIazy4rHLiIWwlx8u8Pbe5cPftBiw4ZQyu0R3a5vvPEb3njjBGfPmsXHLrpo\nEldddVXW2lf1GCQfOjo66IjLxn3rrbfytDe58xTwvQSP1wFWV1eXJVKIjh8/btXU3GjBDguGLLAs\nGLRgh1VTc6MVDAZzvk+1tcvC+7IuvF+WBcHw/68IPxe04EYLtof3197vX41pv4PBYLgdtoTfN749\ntqf1vpF23erI+6Uj0n5Wgq9Bq7Z2mePbFEmkq6vLwnQR5mXGQbbrPEzA3MYczfJ2RFwndnw886qN\nTojcOUdXgDS5CXALpsfBB3QCmwAzzRQWM3v2vWNKCLSTJ2fPbgPWM7w9GtJqj0i7PoeZFZLZ+6VD\n9RhEDKeDh28DHweqMWemx4Aq4CcOb0fE9dxYojlSvClR97sfk9+8A5iKCSgeB77CxIklXHbZo6xd\n60u7lkFHB6xd6+PYsUpGmsXx2GPdKb13pF1z376qxyBiOJ3zcCnQAVyEGdzcgbkteN3h7Yi4nhvH\nxyP5B4mSIu0eh29RXv4X9PdXR9UaGHthKztxce7cUvbuLWF43sMgUMvFFw+klOAYadfct2/0FNQX\nXlgfV4/BPcW/RLLN6eBBWY4iYZG7/LHPWnBSRwccOeKnoqKJvr4ZmMlR8T0BPmAlF11Uwvnntzla\na8D8vscxp4lInQRz576L11/fQig0euJkpF1z376qxyBiaEnuAuTGKYLFKHaWQbzcj4+bWQrw1399\nOY8//gKnT38GM6LYgBnBNBfxmho7t8HZ7Zv28BPJU7CZPIX+/h+lVCch0q7OzgpJhT47IobT5anT\nofLUWaRSt/kXW6J5AYkv0Ln7WwSDQa68cjXB4APh/XkD+Bamsu1JJk68mGuvvYrHHsvOMRIKhbj0\n0hvo7/8DyXoLamtX8PLLW0d9H9Ou6zBpVvHtu5OKiq9y7bWdHD3qcyRwVkAubpPv8tQKHgpQbCGg\nBUS6hndTU3OPqxZmKnRuCuLWrGmlvX0lydaYmDZtEx/9qLnrz9bFcPbs5fT0JA8O5sxp5NVXN4/6\nPna7Pvvsbzh48ARlZabOw8yZk2homA2MY9eu1+jtLaWiYpApU2qpqfFnFEy46W8pku/gQcMWBShb\nJXQlPW4bHx+tOuLkyevZPPp1e8w6OuD4ccg0T8Fu18OH2+jrg8rKSIXJd98NsmnTas6diwTOfX3H\n6evzc+zYDQwMzKK/n7Qv+tla00JE0qciUVkyWiGbysrF1vTp66zKymVWefkKq7JymTV9+jpr6dKg\n9fDD+d57yZY5c1YkOSbM15w5K7K+Dy0t0cWp4r+2Wy0t6xx+/+NJCkmlV6gr2/udiYcftqwVK8zX\nTTdZ1pw55rv9mD7ThanQi0RJHow8RfAN+voOc+jQSk6f3kJ//2ZOn36cQ4dW8vzzTbS3h2hsJO25\n/OJ+kVkKieRm9ke26yQMr63RRuJCUukV6nJjzQ5bczNs2BBi6tRW9u1bzt69jezbt5ypU1vZsCGk\nXAzJCg1bFKCRpwj+dyxrA4nWGTh3zuK11z7N9u2Pqgu2ALlh9keqdRLGmqA4PHB2ZiErN9bssI00\npNLZ2cR113UyYYJPSZ3iKAUPBSj5RSIIPAv8ffjfq4mfb79v304aGjSGW4gCAT/btiWf/REIdGZ9\nH1LNAxnromLDA+fML/qmPoa7anZEi81xir0hOHNGNwSSHQoeClDyi0QrpghoCbHdubZxwCIlVRYo\nN1RHTPXud6wJisMD59Qv+iP1dpx//mWcOmUvXR4vv2taRBJhi+OGQNNm3UE5DwXIvki0tGyiutos\nbFRdvYILLngZGI85mbp3DFeyw15j4sSJNmbP3sqcOZuZPXsrJ060jWnNimxKZ1Gxjg5obDRfvb1+\nysujcypqMZU0E4m96CfLHaio+CJlZS8B64DtxOZqvMisWV/O65oWkSGVZPkdi/K2EFs2KMfDHdTz\nUICSdQ1v394IzMVU5Ru5O/fNN0tpbDT/U3SfGbfcKXnpbzbatNLoXIXoIY4//KGb/v5yqqq+AJRx\n6tSFlJVtYWDgRySqpBk9VJO8t2MN8HfAh8OP309kTY6LWLjwirze0UeGapzJ73A7TZsVTdXMMTOF\n0566dsOI0zlra5dZwWDQamlZZ1VXL7NghVVdvcxqaVmX8vQ2iVBbpiedaaXHjx+3amoST8csL7/R\namjotqZPX2dVVIzc9smnY4489bmqallep0NG9jv/U3Fzwc3TZnMp31M180nBQ45FPnRBC6634MWk\nH8Cmpi8kPSGnMz9eRr64ub0t81VDYLRaJdEX7NEuJhMmrLMqKy1ryhTLqqy0rIsusqy6uuH7n3yb\n7r4oB4PB8PE1+g1BIRjt2CiU33M0+Q4elPNQRAIBPxdffA+wD7P08lcZPoZr5tuXlJSmPOYsI0tn\n/N5t8jW+bHIRdmFmD7QCy4HG8Pc1fOITs97fdvIaDCHgF5w79wSnTzdywQXL+fSnW+nuDtHVBZs3\nxw7jJJ+Omf/6GCOxc5xmz7YwuR6J5Dep00lunjZbTJTzUER8Ph9/+IPJtt+6tZtQqJzS0i9SUlIG\nfIAJE2Dy5FpqajrZtq2FkRMqC2P8NBfSGb93m2yNL4+WB7J8uZ/nnruNAweGgAeJXb57Jzt3fuX9\n5bsjF5PoaYoDwEFgI5bVltJ+J6+PYiddxi9fDm64KNs5Tpdd9iiHDzdx5kz+puLmgtuWupfc07BF\njjz8sGUtXRq0pkxZZ5WWLrNKSlZY48Yts8rK1llTpgQTduG6oZRxofBqWz78sGVNm/alEYe3Mhlf\nHikPJJ1tm27sY1ZsGep1FmxPa7+TD38ELWiw4Ffh4SZ72Gm748NOmQ4TFUNujXIejHwPW+STgocs\ns4OGadO+YJWU/MmIY+7xJ63x4zWu6BSvjtEeP37cKi+vzcq+p5IHkmq7mYvJZ+MuKOm3eSR3YPuw\nIOG88z5mTZv2pVGTLp0w1gCgWNa4GOnv5PYcIiflO3jQsEUBW7w4yNe+tpqjR2cAP2a0VTajK/qd\nO3cEM37qvqI4XuOGstBjcffdbfT3X8JI48sHDpSydGn6009HW/m1ri7Am2+mNrYdCPj5x3+8gf7+\n6GG29MfFn3nGR01NJ2fPBnjzza9x5swJYADLquLcuUmcPXse117b/v6y3tlYHTWTYSIvTcXNRPTf\n6eTJ9Zw7V8r48YPvD7k+84yvKNqhmKnnIcsi3Xuj34UNvxMMhruBXyya6D5bd25evVMyd/4jHTvH\nrLKyj4zpbnzkXoVj1gUXfMQqL78ipd6Dhx+2wvsQ/fzYe3vyOTtGXfKSKvU8iGPik9BeeMFO1Bv9\nLmz4naAPMyMjANwLvEd19ZScljLONbvY0KpVAV56qZu+vlJef32Q8vJarrnGT0eHqcKY7h1evstC\nZ7bIlF1ULH7dhAFgPwMDP2FgYAHRd8g//3kT117b+f4deqLtJM+YDwLNvP32Q8BjUduOF+mxaW6G\n9euhu9uKes/alH42kdF6RbJZuj0XybVuKVomMlbqeciC2PHSupTvwkYbXx4/fllBjp9Gi73jPG6Z\npLtbLVhilZXVWqtXf2lMd51uGIseyzh6bFGxLVZqCYlBCz5rVVXVj7id5Mdb9PvavV+j99gMv2NP\n/WcT/975yVHJVXJtvhMr3fCZ8Lp89zzkk4IHhw3vbrVPgqN3hXp1RoCTIhcg+4IZ3239oquHGZIZ\nazf8yEXFEl1gk7Xb8O2kXs0xGD5+zUWupOQKa/r0ddbSpcGYC0zioaFjFnzWKiurtWBZyhfIfH4W\nchG4uKVoWb4DGK9T8KDgwTHDT8jRJ/9Ed2G/SjuzvZBF2qCwxp3HOo4eDAatiy+2j5tb446PRBfY\n1LeTPA9kyZgv3PEXo4qKZdb06eus668PWnPmWNYVV1jWBz5gvq68MnK3W1dnHqury/9Mo1zkPLgh\nr8ItAYyX5Tt4UIXJAjK80p4fsCtKdgCbgE8AN1FWdiWrVz/yfvZ2pKIfDK/qt5j9+09z880hV628\n6LTIOHxhrTiavAIjjPT72EXFWlo2UVZ2jNgchURVF1Pfjp0xP336JiorV1Be3khl5QrKyk4meF9b\n8gJAiVYM/djHtnLNNW1MmuTjvvvg97+H3/8+xK23tnLqVKRa5lVXtfLcc69w1VWmimZkplEiu3jn\nndqsfQ4CAT81NdGrgkJ05VcnVu9MfDzYn/mv097+b1RVLWfGjNasfea9XHVV8k89Dw5L3N0a3e1b\nZ02cuMyaNMncjUWPL0buBOPHtlMfK/a6SM9DYQ3hjLUbPnpcurIy/m480d1r5u2Wzbvi5He7W62y\nsrlRj9s9dVssuMuyh0zgBquq6gqru7t7zPuQiky78+36LtOnr7MqK5dZpaUrrNLSZVZ5+TqrvDyY\n4O+U+nCTU9TTmbl89zzkk4IHh9gn+aqqsSc92iecior4sW1vd9mnI52prV7ixIk6tYTE+KGN9LeT\nzWmtyQOTRMmfL1twVYILanaDaCcSCY8fPx4ebored5P/AXMsmBv1+OiL5GXjM68cq8wpeFDw4Ihg\nMGjNnp35SaCY7wgiF67PJriYeDeAcuJuPvaifix8wf1TC64MX5DmW5WVVzlyEUp25/3QQ8GYO+ry\n8hVWZeWyhAmUiSQ/thM9nv+8gLGKTXRdZ8F1Fsy2YKtlAj77+LZ7HG7M+We+mM8zTlHwoOAhY5Hu\n2F9aiRMjU58lUMx3BJFy3l8Ml/PO/loGueDE3Xwqpc7PO+9j1sSJH894O8nuvJcuTXRHnXr3evJj\nO9Hj+b+4jbUXInatj60WXBH+m8QnUNtBRO4/825I2vQ6BQ8KHjIW+0GMndoGN1gVFdendGdmWboj\nsBXSNLL4MfB079ijjXbSnzbti45sZyzbHu2Ck17PgzuC6JF6YZIFFpWVK6IChXVWpGch+vcMWlCf\n4PHcfOar2oiKAAAgAElEQVQT92SZmiolJbXWtGlfcuSYKWT5Dh5UYbIAxFal8wHR1e+GmDVrBU8+\nmVoVQ6+uw+Ake4ljaGP2bCgvJ2trGeSC2d/442JsRquAOHnyel5+eWvG24lmV0R87rnMqi8mP7YT\nLbmd32WfOzrghz/s5le/amZw8IfErnOxi1/+sonnn/8egcCPeeGFbnp7S+nvN1VLL730LHv32m31\ndaAq/HtEV/X0Afa6JWOvxjlW9mybvr7/h2PHnsOyNr7/O1rWEEeP7qaiooklSzrD+yoSoZ4Hhzg5\n1ODVdRgkN0Y71ioqVmSlSmAwGLQmTVqY0XGe/Njeapkkwuh1XO6y8pn3cvz4cauq6ooR9mGLdf75\niRI6d4R/zq6XsSKqZyG+h8H+/+h1YLJFwxdjp54HyZi5C3LmLinf6zCIuw0/1qLXuyilv7+XqVNb\nCQT8KR0rqayzsHixWWnynXcmkslxHn1sP/vs1zh48ASlpe8xOGi/3+cpKRkHnM95553HuXNPMzj4\nA8wd+ThMvYVd4XoLnaP+bpm4++42Tp3ykbg3AOA53n33ByRaf+PUqW8xbtx/Y2jIwvSgXI7pWYjv\nYYj+v72OzXpMD8W7zJ5tsX37o45+5pOvv5NIbG+S1uRwFxWJKgCxBZ7ipdftGF9s54Mf3Mzbb7fz\nyCMwbVoLZWWNWS8gI+4Ve6wFgSZgJbAF2Ex//29pb19JQ0MToVBo1PdrboYNG0JMnWoKNNmFm6ZO\nbWXDhhDNzdEFherJ5Di3j+0jR1oJhYaA+xkcnIZZrv4VoBvL+h2W9SDnn1/Cddc9wvTp/xRTxGr6\n9E3vL/ucTWZ4yB5uSOQVYodZot1CVdV4TKGpWmAxpljcjeHvdgEqu4jcdmAqZljrceArTJxYwmWX\nPcratT5HP+Pxf+9z5+KLj0WLXTo9lWNFioOGLRySzaEGlZGVaLHH2l0ZdzmncnxFEh2d6V6PdJW7\nt8vcDA+NlMg42vDRUquiwp5tYX+/y4LFFlxtQa0FV1olJddZ48dfb02cuNTKRWJw8vV3Rk/W1Lko\nVr6HLfJJwYODsjU7QGOSEi165kZJyRUpn/iTGe34MjM3oi+U8bOJllmTJl2d1nEeCUbcO7PI7ONI\nwdkNI+77pZcus5YuDVpTpqyzxo2zA4YrLFhojRu31JoyZZ115ZVBq64utytbJl9/Z/Tzi85FsfId\nPCjnoQBkc3bAaNn1o2W4S2GJnrkxd+6r7N2bWpdzMrHHV2z+BAzw7rtHuPTSD7B3r4Xp3h4+m2ho\naAVr1/pSPs4ja5hEzz4Y2/5ni5kZ8qeYYYX7MWtR2HkXOykrO8zAQPwMEdsubrqplo0bnZlh46Th\n5xM/Zugr/nccnluic5G7KHgoANlMFIqcaBPJ7wlW8suJRN3I8RUEVgMPYE/ZgyHefnsng4N3MHwq\npW0Xq1bVsnHjWPY7v9MxRxII+Nm2rYmennXAL4hOZKyqeoMnntjI5z53Lz09o1903WT4+cRHbLLm\nMaqrP5gwQVvnIndRwqSMKHKiTSS/J1gndXTAzTeHmDGjlaqq5Ywfr8TQ0TiRqBs5vtowgUP8KouL\nOHXqW5x//n/BqZUmI/vtXKKx03w+H62tnUyf/hwVFa8ApZSVDTJt2kdZtOhZ/vqvP0ZFxfBVSXOV\n0DlWic8ndg/J44wf/0Fmz97KiRNtw5I1i+VcJKNTzoMHFMs4o5Kx0udEom6qi5FVVi52rHJlZL/t\nZMKxl3PPFicWyEp3e05VIR1JJueTYjkXpSrfOQ/5pODBA4qlaJROTOlz4oITOb6WJGl78+V0OWg7\nwfhDHzLJhGVlJplw5sylritDnotAIlfBcybnk2I5F6VKwYOCB9crpHUektGaHvlhByBlZfU5a3/7\nYlxXZ1kXXWRZlZWWNWWK+X7RRdb7MxDctK5Ctj+DuQyeM/ldiuFclKp8Bw/Jsk9yoQ7o6urqoq6u\n6AInzyiWqm5z5zayd+/mpM/PmdPIq68mf14ys2ZNK+3tK0lcUXEHLS2b2LjRXTMHciUYNBU2TaGs\nBdjJpLCbiRPvYdq0TmpqfBl9JufNW0539xaSJY/W1q5wZM2STM4nxXIuStWePXuor68HUz1tT663\nr9kWMqJi+UA6WeJb0heZXeCt2QO5EKmwGR1YnQB+wZkzFq+91ohlTQnPUEitLHi8XM1kyOR8Uizn\nIq9Q8CCjKoaIvxBXE/XS381eZfHs2QAnT67n3LlSxo8fZPLk2vdnD7hlX3NteH2D4dNazWqbu9m2\nrYkdO9Jfg0bBs3iJch48pNDHGgs1GSsXf7dcZeoXq+ErmTqfn6CEYe/Jd85DPil48IhimcZYaAFS\nrv5uxXJ85MvwZF7nk3sLNXguZPkOHlQkysM6OqCx0XwtXQpz55rv9mNOFTaKHXONLuCzkJ6e+/H7\nk5WM9Y741UTnzNmctFiNV+Tq71YMx0c+xRbjCgFv4nR+gr1ceUvLJqqrVwCNTJy4lIqKr3D0aDmX\nXro2b0XTVMBN4qnnwQG5uFvWNEZn5Kp7P9fTH3V8ZFekV2CLZYpa3eh4e0dPX50yJWiVln7Bgj/J\nWW/SSLUsli49bl18sXq24qnnQcYsGAzS0NBEe/tKenu3AJvp7X2c9vaVNDQ0EQqFHNmOaso7Y/Hi\nID09TRw6tJLTp7fQ37+Z06cf59ChlfT0NLFkiTN/L3s7AwOTycXfTcdHdtnJpBUVbZj1H+pxuqx2\nczNs3gz/+q9BJk9uYnDwNPBjctWb1NwMGzaEmDq1lX37lrN3byP79i1n6tRWpkz5OsGgerYkQj0P\nGcpVkpPuLJ2Rjb9Xoju2adNSK/msngdvibRz0EpcVvtXGd+Jp1ou3Om/6Uh5MyUltTq+ElDPg4yZ\nmcK1IMmzC8LPZ86JBZAkO3+vRHdsb7zxRHg7ufm76fjIjUgPj70S5SbA5CfACsrKvpTxoliRYzS6\nNykEtALL39/W3r1HHM03iM2beSO8vRXAA1jWeNSzVVy+jKny8p0kz6vnIUPDp3BlZz0AZWI7Ixt/\nr8R3bPZ2sneHGk3HR27koocncoza2zoePobiewScXTws8rsl2t6t6nlIoFB7Hq4F/gL4HSRdQ1Uy\nlKslau0xV68t/+s22fh7JZ7pYG8n0R3qJygr+0tH/26JMvWrq1fQ0rJpTAWLJLFc9PBEjlF7W8mX\nSncy3yDSq5Joe/NQz5b7ZKPCZBXwM+DzwNey8P4SlquqiKYSoQ/zwS4sHR3Q3h6iuzvAyZPdMZUN\na2v9tLQ4V9kwG3+v4dUHIXLiX4gJIKL/bju4/fZNbNzo3AXdVLI025k9G8rLTSXLEydg7Vp3VbL0\nslyU8I4co36gCRNIJAsQFrB79/qMtwnRQYt9PIfC37uBAWAL8COgAZUuL1w/Af4u/O/ngQeTvE7D\nFhlSd3HmclngKBt/r8RDIcmGK3RceFkupvrGHqPHLFiYk6HRSKLmiiRDF8cs+KwFc6yysmWqYGrl\nf9jC6Z6H1cDVmGEL0JBFVmk9gMwlXnQodhqYU6s5ZuPvlXhNAnu44luUlPwFllVNRcUgH/1oLY89\npmEEr8pFD6A9BOX3B3jhhW56e08x/PiyOTc0GulVsXs64j+TH8Dcl77I7bf/c9GusOomTgYPM4D/\nASwBzoUfK2GUZb/vvPNOLrzwwpjHmpubadZVb1SFPJyQK4m7/W3OdcuCc3+v6AWvTp6MHqKA2O7e\nc4wbN4HKyrlcc42fSZN8GkaQEcUPQZ040co772R/aNQOrI8e/TR9fV0k/4w0sHv3A45s00s6Ojro\niJva8tZbb+Vpb5z3ScxAVH/U1xAme+scw4MIDVtI3uVqxorT7MqiH/rQYstUAvyVBUeTZMYXdyU+\nGbtcD40Gg0GrvPxqT34mcy3fwxZOzrZ4BrgC+Ej462rgJUzy5NVoCENcKFczVpzS0QE33NDNtGlL\naG9fycGDTwP/DvwTptNvParEJ07J9UyaZ57xMX78xXjpM1msnAweTmH6Su2vl4E+zCouzlQrEnGY\nVwoc2YsD3XXXF3nhhUYGBx8iEiT4gG8DMzHZ6Ik4VzRMioe9YNzvftfG22+3U1Y2lwMH4Cc/eZVp\n01qYOtXZxamam+HTn74KL3wmi122K0za3SoirhQI+KmpuQfYgRllI/x9R3gamD9/OxfFXq/i6NHT\nmPSiRGPQWmNCnBW/5sXAwEqGhrZgWZsZHHycN990dl0W8M5nsthlO3i4EfhvWd6GyJh5pQBWZFbI\nG8D5JA4SvDUEI96Ry2XXVXTMG7JRJErEM7wyYyUyK6SUSJAQH0DUAjtJPHSh7l4Zu1zOSlLRMW9Q\n8CDiAZHyvYPA5cROzwQzRbMPaMEspaxKfOKcXC67ruDAG7SqpsfYiXMzZrRSVbWc8eMbqapazowZ\nziYuibvErjmwGIgeEw5iSgl/BtgG/DPwCeAmSkquZNq0h101BCPe47VZSZJ96nnwmMWLg3zta6s5\ndOgBTDdiCf39Q5w+vZsJE5pYsqQTk30vI4kutPTee3DggOkaPe8885jb7n6GrzmwDvgFZmrmEeB7\nRHoiIkMwlrWDm292di0LKT6R46+GSBEyewjtIk6enEVHx8ifmVyuIyOFTUWi0vDww5a1YoVlTZ9u\n14BPVEBlu9XSsi7fu+oZdqGl6uplFqywqquXWS0t61xZTGn4mgPrwksVL7FgjpYslqwKBoPWzJkf\ns6AhQRGyF61Zsz4+6ucml+vIFINCKhIlWdTcDBs2hHj33ecwK+olkt25/IU0ZBIMBmloaKK9fSW9\nvVuAzfT2Pk57+0oaGpoIhZybeuaE2Az0/wy8SnV1CS0tV1NTMxtN0ZRs8vl8NDRcg6knMnx57v37\nvznqjItcztiQ7NOwhUcEg0EWLVrN229PJl8XikIaMsnlglhOGCkD/fjx5eRi8SIpXh0dsGXLa4xc\nhGzkGRfpztjw2tBisVHPg0dELnbjyVfiUiHdOZgTWX56cBIZrVcHTLGezZvhqafg1VfN982bYdUq\nb1TJFO9qboZLLslsxkW6Mzbs3tapU1vZt285e/c2sm/fcqZObWXDhpAChzxT8OARkYtd/i4Ubrvg\nZiKXU89SYVeQPHRoJadPb6G/fzOnTz/OoUOjV/BTRT7JhdgZFyGgFVgONALLeO21gyMOX6Y7Y8Nr\nQ4vFRsGDR0Qudn5ip+kR/v5i1i8UbrvgZsJtU88y6dXxSpVM8bbIOjD21OCVgLmowxYGBr4/YqCb\n7joyhdTTKc7SbIs01NYui8pQDoaz7c0sAbjVKiv7iLV0adB6+OFc7YO3s/pbWtw1a6WQ2lYKU2TG\nz2fDs37S++yku7y3PhMj02wLSUls1G6XU96Kifq/xu2338STT2Z3nrRXVqBMhdu6+gupV0cKk93D\nVVb2MokXZoORhi/T7SHTZ8LdNNvCIwIBP9u2NdHTcz8m7yD3pYfdsA9OsU9kZ88GOHlyfUzBGvtE\nlsuErMgwimZMiDvZ68DMnXsJe/emf1FPdx0ZfSbcTcGDR7jhYueGfXCK2xbEilTwS3RH561eHSls\nubqo6zPhbgoePMINFzs37EMhSFSmt7y8j9LSpxgc/AHmZOndXh0pbLm6qBdST2chUs6DSI4lmpbZ\n1/cUg4PfpKrqDmbOvBVopLp6BS0tm9ixoxOfTzMmxB1ylS+kWUTulmzgKhfqgK6uri7q6vKSLCqS\nF2vWtNLevpLEd247mDZtE5bVxrlzIfr6AvT3m0WIzjtPiwiJO4RCIfz+AC+80E1vbynV1YNcf30t\ngYBfgW6O7Nmzh/r6eoB6YE+ut6+eBykqblifY7RiW5Mnd/Pb3waZPLmJ995byeDgRgYH53L6tMWh\nQ//B00/fwF13/ZXn1hORwtDRAWvX+jhxoo3Zs7cyZ85mZs/eyokTbaxd69MxWSSU8yBFxQ3rc6Qy\nBS1SIOcyYDUQ2V/LGuLo0Z1UVHhrPREpDPaaEnbuTl9fgO3bI0ts/+Y3tbS3q3es0KnnweXccKdc\nSNxQtS5xdUu73O8y9u49xE9+8gSmd6INEzgMX8lQVfYknzIpqS7ep+DB5dz4AY0PaMrKGiktXUJp\n6Q2Ult5MWZl7Axw3rM8xvNhWdLnfrcAeLKsaEyzkf39FEnFDIC75o+DB5dz4AY0PaAYHf8TQ0BBD\nQ99kaOgJBgfzH+Ak44aqdcOz1duA+4n9G9u9E/nfX5FE3BCIS/4oeHA5N35Ahwc0ybrW3XcH4oYF\nseKnoMETDJ95YfdO5H9/RRJxQyAu+aPgweXc+AGNDWhCwHO4LcBJxg3rczQ3w5NP+nj99TZOndrK\nnDn2EEU0e/XUi4CdSd5JVfYkf9wQiEv+KHhwOTd+QCMBjT1WPxm3BTjJuG1BLEj2N/YBnUAl8Bng\nRdyyvyKQeiCupO/CpODB5dxwpxwvcrGzhyvGE7n42bMGlgONwDJee+2ga04SbqpaZ59U9+8/jQlm\n4vmAzzBt2s1Mn/7Ped9fkWipBuJuTPoWb6sDrK6urnwvi+5qwWDQqqm50YLtFgy+v5Y9bLdqam60\ngsFgzveppWWdBTssWGbBkAX2/49bcGP430NR+/pi3vbVzY4fPx7+2/4y3G7xf2O1m7jXww9b1tKl\nQWvKlHXWuHGLLbjagissWGjBDVZJyfXWuHFLw4+/GD6u47+2Wy0t6/L9q3hSV1eXhblry0uJZvU8\nuJyb7pRtkTuOc5jhCnt8vpXhswZUkyCZSOLprZghik3ACkyPzWIqKu5R74K4lp2788orrVRXDwE/\nAH4H/AummJmZfQWXAA1J3sVdOVGSOlWYdDk3rmRpBzQHDtzKwIBFZHz+VhKv1wDmJLE+Z/voBeak\naQdU8X/jIWbNWsGTTypwEHeLnX0FsbOvQNONC5N6HiRt9h3H7bffSCQfw4e5w9BJIlVunEkjkq7R\nZ1+5L+lbMqfgQcZseMKUThLpcONMGpF0jT77yn1J35I5BQ8yZvH5GCUlR0g8awB0khjOjTNpRNI1\n8uwriOREuWd6tGROwYOMWXyxo+PHn6Km5qvoJJEaN9acEElXJAi2hy+ig+IQJq9nHPBF4ErgGsaN\nu5UpUzTd2MuUMCmOsXsizp4NcPLk+veX6J08ufb9k4SW6I1Qe0khCAT8bNvWRE+PPXzhxwxf3AX8\nHdHLyZvgeBfV1feyY4cfn0+Bg1cly9bKhTqgq6uri7q6vExTFRGRDHV0QHt7iGefvZWBgV9jLish\n4NOYwGFRgp/aQUvLJjZudM8sMq/Zs2cP9fX1APXAnlxvX8MWIiIyZslnX1Wi+g6FS8GDiIhkbHgO\nj6YiFzIFD1JUQqEQa9a0Mm/ecubObWTevOWsWdNKKKT6+iKZGL7UfC+aily4FDxI0XjooSCzZjXR\n3r6S7u4t7N27me7ux2lvX8msWU388IcKIETGKn72VUvLLWgqcuFS8CBFY9euNvr67LK50WtvLKSv\n73527tTaGyJO0VTkwqbgQYpGbBndeErgEnGSGxf1E+eozoMUDa0lIZI7blzUT5yjngcpGlpLQkTE\nGQoexHFundGgtSRERJyh4EEc5eYZDUrgEhFxhoIHcZSbZzQogUtExBlKmBRHmRkLyQKEBezevT6X\nuxNDCVwiIs5Qz4M4SjMaREQKn4IHcZRmNIiIFD4FD+Ko2BkNIaAVWA40AovZv/80N98coqMjX3so\nIiKZUvAgjorMaNgKNAErgS3AZuDf6Ov7Bj09TSxZonUkRES8yung4QvAb4G3w1/bgVsc3oa4mD2j\noaKiDVjP8FkXDfT03I/fr3UkRES8yung4XXgbqAOqAeexdxyznN4O+JS9sp6s2ZVAg1JXqV1JERE\nvMzpqZpb4v7/VUxvxHzgZYe3JS6mWRciIoUrm3UeSoFPAxOAbVncjrhQZNZFogBCsy5ERLwsG8HD\nlZj6vxOAM8CfAfuysB1xsfnza+nu3gXUYIpGdWPiyUHgIk6enEVHhxnmEBERb0nWr5yJcmAGcAGm\n5+FLwA3AnrjX1QFd1113HRdeeGHME83NzTTrquJpoVCIa6+9jQMHhoAHgQWYw20I2MmsWV9h9+7H\n8PlUElpEZCQdHR10xM1vf+utt9i2bRuY/ML462vWZSN4iPc0sB/487jH64Curq4u6urqcrAbkksd\nHXDXXX/F0aPNwKIEr9hBS8smNm5UqWgRkXTt2bOH+vp6yFPwkIs6D+NytB1xkeZmmDz5NTTjQkSk\n8Did8/AN4JeYKZvnA6uB64H7Hd6OeIBmXIiIFCangwcf8FNgGqZI1G+BmzH1HqTIaMaFiEhhcjp4\n+LzD7yceFplxsTDBs7vC62CIiIjXKBdBsmbhQj8VFfdgZu4OhR8dAnZQUXEvCxf687dzIiIyZtks\nEiVF7o47fHzqU534/QF2717PwEApZWWDzJ9fSyDQqWmaIiIepeBBssrn82k6pohIgdGwhYiIiKRF\nwYOIiIikRcMWUhRCoVA496I7LvfCr9wLEZE0KXiQgvfQQ0Huums1fX0PYBbpMmtsdHfv5uc/b+LB\nBzu54w4FECIiqdKwhRS8XbvawoHDQiIFq8YBC+nru5+dOwP52zkREQ9S8CAFz6yhsSDJs1pjQ0Qk\nXQoepOBpjQ0REWcpeJCCF1ljIxGtsSEiki4FD5IzHR1w880hZsxopapqOePHN1JVtZwZM1q5+eYQ\nHR3Z2a5ZQ2NXkme1xoaISLoUPEjOLF4cpKeniUOHVnL69Bb6+zdz+vTjHDq0kp6eJpYsCWVlu4GA\nn5qaxGts1NTcSyCgNTZERNKh4EFy5u672+jpSTzroafnfvz+7Mx6eOYZHzU1nUyfvonKyhWUlzdS\nWbmC6dM3UVPTyTPPaJqmiEg6VOdBcsbMakgWICxg9+71WdluczM0N/sArbEhIuIE9TxIzgyf9RAC\nWoHlwCfZt+8ga9a0EgplZ/hCREScoeBBciZ21kMQaAJWAluAzZw791va21cya1YTP/yhAggREbdS\n8CA5EzvroQ1Q1UcRES9S8CA5s3Chn4oKe9bDy6jqo4iINyl4kJy54w4f+/d30tKyifHjj6GqjyIi\n3qTgQXLK5/OxcWMbs2dPQ1UfRUS8ScGD5IWqPoqIeJeCB8mLXFR9zFc5bBGRQqciUZIXdtXHs2cD\nnDy5nnPnShk/fpDJk2vfr/rY3Dy29w6FQvj9AbZv/w29vYfp79+IKU5VQn//EKdP72bChCaWLOkE\nVF1SRCRdCh4kL5ys+mgHC7t3dxMKDfDGGwexrI2YnIr1mOmgtthy2Bs3quqkiEi6NGwhnvbQQ0Fm\nzWqivX0l3d1bCIWuwrJ+DNQAz6PpoCIizlPwIJ62a1cbfX12sak3gOeAyzDVKyej6aAiIs5T8CCe\nZnoPFhApdz0Z+DameuV4NB1URMR5Ch7Es0KhEIcOvYnpXbDLXY8H7IBC00FFRLJBwYPkVSgUYs2a\nVubNW87cuY3Mm7c8pZU17VyHd96ZiOldiA4YzmECCj+QaDroi1RU3MvChZlPBxURKUaabSF589BD\nQe66a3U4Z8FMpYQhurt38/OfN/Hgg53ccUfiqZSRXIdfYHoX7OW+/cANmIDCB3SG33t9+DUDXHDB\nEf74x6fx+TRNU0RkLNTzIHkTm+yY3sqakVwHu3fhXSIBw59iehsI/78N2ApsBr7GbbfdpMBBRCQD\nCh4kbyIBQCIjT6U0MyVKiPQuWEQChr8Fvko2q1eKiBQzBQ+SN5EAIJHkUylDoRDHjx8hMpPCBzxK\nJGCYigkofgEsBq6houJWpk/f9H71ShERGTvlPEjemKmSFokDiNiplHYVySee+A3Hjx/GsuYDO4GG\n8Cui8xvuoaTkPSoqpjB58keprfXT0jL2ctciIhJLwYPkzfz5tXR37yK2fLQtMpUyNrHSLjldg6nr\ncD9m6GMcpsfhk1RUdPHgg5uTJluKiEhmFDxI3ixc6OfnP2+iry86ABgCdoWnUnYC0YmVdsnpNkxv\nhWZSiIjkg4IHyZs77vDxqU91hhe1Ws/AQCllZYPMn19LIND5fgBgEifXMbzk9PCFtT7wgUYFDiIi\nWaaESckrn8/Hxo1tPP98O4sWzQVg+/ZXueGGlveLRZnESZWcFhFxC/U8SN6NVizqggvKMRUkA0RK\nTo+cJyEiItmjngfJu9GKRVVWniWVktOq4SAikhvqeZC8MzkNdjXJUPjf3dhJkIcPv0FJiYVlJS85\nXVZ2hJqap3nmGU3JFBHJNgUPkneRYlFBYDUmtyEyfHHmzE5KSz/P4OAOYBHDEyV3cPvtm9i4UYmS\nIiK5oGELybtIsSh7We344YtFDA5+m9LSL5Co5LRWyBQRyS31PEjeRYpFRQ9fxLuFmpoHWbRo04jT\nOkVEJPsUPEjeBQJ+tm1roqdn5LUuoIKNG9uSPC8iIrmiYQvJu2ee8VFT00lZ2UlUw0FExP0UPEje\nNTfDk0/6uP32GzE1HBJRDQcREbdQ8CCusXChn4qKRDUclBQpIuImynkQ10h1rQsREckv9TwUmY6O\njnzvwojstS5efnkrr766mZdf3srGjW2eDhzc3uaFSG2ee2rz4uJ08PAV4NfAO8Bx4J+AOQ5vQzKg\nD3juqc1zT22ee2rz4uJ08PBx4O+BBcBNmGGRp4AKh7cjIiIieeJ0zsOtcf9fg6k5XAf8yuFtiYiI\nSB5kO+fhwvD3N7O8HREREcmRbM62KAG+A2zD1B1O6JVXXsniLki8t956iz179uR7N4qK2jz31Oa5\npzbPrXxfO5PVAnbC9zDDGP8XcCTB89MwyZWXZnEfRERECtVh4FrgaK43nK3g4e+BRkwC5YERXjct\n/CUiIiLpOUoeAodsKAH+F/A6UJPnfREREREP+D5wEtPj8MGor/PyuVMiIiLiXkPAYPh79Ndn87lT\nIiIiIiIiIiIiIiIiIiIiUtTuY3guQ3z9hsuBzcBbmMWxdgAz4l7TADwLnMIkVz5HbELl/gTbeSDu\nPaAc+f8AAAV6SURBVD4EPB5+jxDwP4DyMf5ebnYfmbX5rAQ/b3+tjHqPycD/F36Pt4CfAhfEbUdt\nHuFEm+9P8LyO87GfWy4BHgaOYdprD7HtDTrOo91Hbtp8f4Lt6Dgfe5vXYBacDAJvA53AxXHv4brj\n/D7gd+Edtb+mRj1fA5wAvgl8BHMSvRWIXku5AfPL+DGNVAN8Chgf9Zpe4N647VRGPV8K/B54Jryd\nxcAh4H9m+gu60H1k1ubj4n72YuBrmIMuerGyfwV+i1nQbGF4m5ujnlebRzjV5jrOI+4j83PLc8BO\n4KPh5+8FBoCro16j4zziPnLT5jrOI+4jszavBHqAx4B5wBWYQGIXsTWbXHec3wf8ZoTnHwF+Msp7\n7AT+31Fe0wv8zQjP34o5QD8Y9VgTcAaoGuW9veY+Mm/zeL8B/iHq/5djIuBrox5bEH7sw+H/q80j\nnGhz0HEe7T4yb/N3gf877rE3MIvzgY7zePeR/TYHHefR7iOzNl+KaavodrkQcwwvDv8/Z8d5ugtj\nfRhTDvM1oAOojnqfZcAfgSeB45hA4T9F/ezFwHxMF8l2TFfX88DHEmznbsxB+BvgHmK7UxowUdOx\nqMeeAiYA9Wn+Pl6QSZvHq8dEmhuiHmvA3BX/OuqxXeHHFkW9Rm3uXJvbdJxHZNrmW4DVmC7bceF/\nj8ecY0DHeSLZbnObjvOITNp8AmAB56IeO4sJDOzrqCuP81uA2zDdJYsxXVZHgSmYCGYIM37yN8BV\nmANmEFMwCkz3yRDmIPoc5oT6IPAeMDtqO3cC12G6ZNZixnai79r+N/BEgv17DxM9FZJM2zze94E/\nxD12D/Bqgte+Gn4/UJs73eag4zyaE20+EdMNO4Q5ub5F5G4MdJzHy0Wbg47zaJm2+UWYNv4Opu0r\nMRWdh4AfhF/jieO8AvOL/1fM+hRDwM/iXvMvmIQaMFHPELA+7jW/ZXgCTbRPhX9ucvj//xsTmcUr\nxIMtXrptHm0i5sD7r3GPp3qwqc2da/NEdJxHjKXNN2GSy24ErgT+FpOQfUX4eR3nI8tGmyei4zxi\nLG1+E7APE1T0Y4Y5XsIsRAk5PM7THbaI1ofp+piN6U0YYPjS2/8/JqsTIot3xL/mlajXJLIr/N3u\nnTgGfCDuNZMx3WXHKGzptnm0VZiL2U/jHj/G8Gxdwo8di3qN2ty5Nk9Ex3lEum1+OfBJzJ3tc+Gf\n/e+Yk+pfhl+j43xk2WjzRHScR4zl3PJ0+PU+TLLl54DpmGEQyOFxnknwMAGoxQQF/Zgxlj+Je80c\nzFQdwt+PJHjN3KjXJHJN+LsdfGzHRLbRv/xSzNhPV4r77lXptnm0tZgo9kTc4zsw03jiE2wuwLQ1\nqM2dbvNEdJxHpNvm9nlsMO41Q0Sy0HWcjywbbZ6IjvOITM4tb2Kmci7GBBL2bApXHuffxoy9VId3\n5nFMl6w9B/WT4Y1/HhMZfQnTIIui3uNvwj+zMvyarwOniSSNLMR04VwdfuzPMFNI/inqPcZhpp48\nHX7dYuAgZp5qoXGizQk/N4g5QBL5JfAfxE7t+Zeo59Xmzra5jvNYmbZ5KeaO7QXMSbMGuAvT/rdE\nbUfHeUQu2rwBHefRnDi3rMEcuzXA7Zgei7a47bjuOO/AZImexRwAjzI8SloD7MV0x+wBViR4n7vD\nO3oK+BWxDXMNJnI6GX6PVzDjaPGrcs7ANPxpTON9l8IsKuJUmz/AyL07F2KKirwd/vopMCnuNWrz\niEzbXMd5LCfa/LLwzx3FnFt+w/BphDrOI3LR5jrOYznR5t/AtPdZzJDGnQm2o+NcRERERERERERE\nRERERERERERERERERERERERERERERERERERERERERERERERERERE8ur/ANBpVY9jW9RvAAAAAElF\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/3465A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.337e-01 6.112e+01 inf -- -4.041e+02 -- 1 1 1 1 1 1 1\n", + " 2 7.647e-01 6.015e+01 6.901e+01 -- -3.351e+02 -- 0.65784 0.58285 0.5699 0.567505 0.56704 0.566344 0.573791\n", + " 3 3.242e+00 5.939e+01 6.602e+01 -- -2.691e+02 -- 0.42512 0.198095 0.146253 0.137492 0.135449 0.133237 0.150987\n", + " 4 1.563e+00 5.894e+01 6.233e+01 -- -2.067e+02 -- 0.328446 -0.100568 -0.261985 -0.286046 -0.293214 -0.298752 -0.270142\n", + " 5 6.151e-01 5.858e+01 5.845e+01 -- -1.483e+02 -- 0.300114 -0.231637 -0.637422 -0.692493 -0.715789 -0.728243 -0.692465\n", + " 6 3.834e-01 5.758e+01 5.397e+01 -- -9.432e+01 -- 0.288119 -0.218711 -0.948517 -1.05695 -1.12601 -1.152 -1.11841\n", + " 7 2.764e-01 5.488e+01 4.687e+01 -- -4.745e+01 -- 0.288807 -0.20359 -1.129 -1.33421 -1.50858 -1.56203 -1.54725\n", + " 8 2.123e-01 4.884e+01 3.703e+01 -- -1.042e+01 -- 0.290741 -0.199424 -1.16697 -1.47951 -1.82761 -1.93862 -1.97495\n", + " 9 1.660e-01 3.761e+01 2.500e+01 -- 1.458e+01 -- 0.297078 -0.192793 -1.17471 -1.51254 -2.03046 -2.24008 -2.39415\n", + " 10 1.251e-01 2.218e+01 1.352e+01 -- 2.810e+01 -- 0.304071 -0.185609 -1.18142 -1.51049 -2.10848 -2.41366 -2.79148\n", + " 11 8.256e-02 9.018e+00 5.492e+00 -- 3.359e+01 -- 0.305677 -0.180534 -1.18507 -1.51162 -2.12584 -2.46833 -3.14066\n", + " 12 4.067e-02 2.560e+00 1.439e+00 -- 3.503e+01 -- 0.30378 -0.178308 -1.18784 -1.51647 -2.12974 -2.48272 -3.39994\n", + " 13 1.216e-02 5.340e-01 2.063e-01 -- 3.524e+01 -- 0.301773 -0.177939 -1.18966 -1.52028 -2.13067 -2.48953 -3.5382\n", + " 14 2.104e-03 8.200e-02 1.337e-02 -- 3.525e+01 -- 0.30075 -0.178052 -1.19052 -1.52208 -2.13075 -2.49214 -3.58123\n", + " 15 2.833e-04 1.082e-02 3.730e-04 -- 3.525e+01 -- 0.300445 -0.178142 -1.19077 -1.52264 -2.13068 -2.4928 -3.58876\n", + " 16 3.684e-05 1.402e-03 6.992e-06 -- 3.525e+01 -- 0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "********************\n", + "0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "0.23893 0.202426 0.232625 0.177239 0.153017 0.132987 0.308424\n", + "-0.000180614 -0.000143998 -0.000174906 -0.000705814 0.000447101 -0.000873593 -0.00140183\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.481e+01 3.004e-01 5.393e-01 0.89 +++\n", + "+++ 3.525e+01 3.432e+01 3.004e-01 6.588e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.004e-01 5.990e-01 1.34 +++\n", + "+++ 3.525e+01 3.470e+01 3.004e-01 5.692e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.004e-01 5.543e-01 0.996 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.782e-01 2.426e-02 0.974 +++\n", + "+++ 3.525e+01 3.422e+01 -1.782e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.782e-01 7.486e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.782e-01 4.956e-02 1.21 +++\n", + "+++ 3.525e+01 3.471e+01 -1.782e-01 3.691e-02 1.09 +++\n", + "+++ 3.525e+01 3.474e+01 -1.782e-01 3.058e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.782e-01 2.742e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.075e+00 0.275 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.597 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.873e-01 0.798 +++\n", + "+++ 3.525e+01 3.480e+01 -1.191e+00 -9.727e-01 0.909 +++\n", + "+++ 3.525e+01 3.477e+01 -1.191e+00 -9.655e-01 0.966 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.618e-01 0.995 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.523e+00 -1.346e+00 0.861 +++\n", + "+++ 3.525e+01 3.433e+01 -1.523e+00 -1.257e+00 1.85 +++\n", + "+++ 3.525e+01 3.459e+01 -1.523e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.523e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.477e+01 -1.523e+00 -1.334e+00 0.967 +++\n", + "+++ 3.525e+01 3.474e+01 -1.523e+00 -1.329e+00 1.02 +++\n", + "+++ 3.525e+01 3.475e+01 -1.523e+00 -1.332e+00 0.994 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.482e+01 -2.131e+00 -1.978e+00 0.868 +++\n", + "+++ 3.525e+01 3.430e+01 -2.131e+00 -1.901e+00 1.9 +++\n", + "+++ 3.525e+01 3.458e+01 -2.131e+00 -1.939e+00 1.34 +++\n", + "+++ 3.525e+01 3.471e+01 -2.131e+00 -1.958e+00 1.09 +++\n", + "+++ 3.525e+01 3.476e+01 -2.131e+00 -1.968e+00 0.977 +++\n", + "+++ 3.525e+01 3.473e+01 -2.131e+00 -1.963e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -2.131e+00 -1.966e+00 1.01 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.476e+01 -2.493e+00 -2.360e+00 0.992 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.511e+01 -3.590e+00 -3.436e+00 0.274 +++\n", + "+++ 3.525e+01 3.491e+01 -3.590e+00 -3.358e+00 0.68 +++\n", + "+++ 3.525e+01 3.477e+01 -3.590e+00 -3.320e+00 0.971 +++\n", + "+++ 3.525e+01 3.468e+01 -3.590e+00 -3.301e+00 1.14 +++\n", + "+++ 3.525e+01 3.472e+01 -3.590e+00 -3.310e+00 1.05 +++\n", + "+++ 3.525e+01 3.475e+01 -3.590e+00 -3.315e+00 1.01 +++\n", + "+++ 3.525e+01 3.476e+01 -3.590e+00 -3.317e+00 0.991 +++\n", + "********************\n", + "0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "0.253863 0.205589 0.22899 0.191086 0.164971 0.132987 0.27228\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ncfEwB7+DSYoAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')\n", + "errorbar(t2, l2, yerr=l2e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.360e-01 4.662e+01 inf -- -2.840e+01 -- 1 1 1 1 1 1 1\n", + " 2 7.723e-01 4.603e+01 5.319e+01 -- 2.478e+01 -- 0.595569 0.573902 0.564885 0.564933 0.564693 0.564817 0.564018\n", + " 3 3.411e+00 4.536e+01 5.196e+01 -- 7.675e+01 -- 0.241284 0.160851 0.128635 0.129632 0.129254 0.129464 0.128634\n", + " 4 1.484e+01 4.466e+01 5.009e+01 -- 1.268e+02 -- -0.00703234 -0.219623 -0.310096 -0.306017 -0.306362 -0.306197 -0.306021\n", + " 5 5.921e-01 4.382e+01 4.797e+01 -- 1.748e+02 -- -0.111363 -0.525952 -0.75296 -0.741885 -0.742361 -0.742634 -0.74129\n", + " 6 3.733e-01 4.246e+01 4.584e+01 -- 2.207e+02 -- -0.140827 -0.700007 -1.19878 -1.1757 -1.17861 -1.18043 -1.17869\n", + " 7 2.744e-01 4.002e+01 4.318e+01 -- 2.638e+02 -- -0.163132 -0.756421 -1.63306 -1.59991 -1.61462 -1.6204 -1.61864\n", + " 8 2.214e-01 3.558e+01 3.862e+01 -- 3.024e+02 -- -0.180826 -0.786047 -2.01272 -1.99632 -2.05034 -2.06438 -2.06287\n", + " 9 1.964e-01 2.792e+01 3.104e+01 -- 3.335e+02 -- -0.198109 -0.808078 -2.25955 -2.32516 -2.48547 -2.51643 -2.51957\n", + " 10 2.013e-01 1.674e+01 2.083e+01 -- 3.543e+02 -- -0.213273 -0.817818 -2.33481 -2.52428 -2.9116 -2.9802 -3.01438\n", + " 11 2.834e-01 5.753e+00 1.015e+01 -- 3.645e+02 -- -0.221915 -0.819446 -2.34863 -2.58195 -3.28722 -3.43843 -3.62111\n", + " 12 1.282e+00 5.594e-01 2.962e+00 -- 3.674e+02 -- -0.22692 -0.818447 -2.35934 -2.59 -3.51729 -3.8012 -4.6475\n", + " 13 7.073e+02 9.360e-02 2.736e-01 -- 3.677e+02 -- -0.229484 -0.817489 -2.36471 -2.59372 -3.56061 -3.9224 -7.6475\n", + " 14 1.523e+03 1.144e-01 1.474e-03 -- 3.677e+02 -- -0.229711 -0.817671 -2.36494 -2.59367 -3.55253 -3.91079 -8\n", + " 15 1.523e+03 1.092e-01 3.831e-04 -- 3.677e+02 -- -0.229667 -0.817642 -2.365 -2.59369 -3.55271 -3.9141 -8\n", + " 16 1.523e+03 1.099e-01 6.214e-05 -- 3.677e+02 -- -0.229676 -0.817649 -2.36499 -2.59368 -3.55237 -3.91373 -8\n", + "********************\n", + "-0.229676 -0.817649 -2.36499 -2.59368 -3.55237 -3.91373 -8\n", + "0.26864 0.229014 0.349667 0.273159 0.62553 0.906575 7060.11\n", + "-0.00293561 -0.00849564 -0.0205528 -0.0525552 -0.0608705 -0.109908 -0.000245353\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.677e+02 3.672e+02 -2.297e-01 3.897e-02 0.967 +++\n", + "+++ 3.677e+02 3.667e+02 -2.297e-01 1.733e-01 2.01 +++\n", + "+++ 3.677e+02 3.670e+02 -2.297e-01 1.061e-01 1.45 +++\n", + "+++ 3.677e+02 3.671e+02 -2.297e-01 7.255e-02 1.2 +++\n", + "+++ 3.677e+02 3.672e+02 -2.297e-01 5.576e-02 1.08 +++\n", + "+++ 3.677e+02 3.672e+02 -2.297e-01 4.736e-02 1.02 +++\n", + "+++ 3.677e+02 3.672e+02 -2.297e-01 4.316e-02 0.995 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.677e+02 3.672e+02 -8.176e-01 -5.886e-01 0.936 +++\n", + "+++ 3.677e+02 3.667e+02 -8.176e-01 -4.741e-01 1.97 +++\n", + "+++ 3.677e+02 3.670e+02 -8.176e-01 -5.314e-01 1.41 +++\n", + "+++ 3.677e+02 3.671e+02 -8.176e-01 -5.600e-01 1.16 +++\n", + "+++ 3.677e+02 3.672e+02 -8.176e-01 -5.743e-01 1.05 +++\n", + "+++ 3.677e+02 3.672e+02 -8.176e-01 -5.815e-01 0.991 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.677e+02 3.675e+02 -2.365e+00 -2.190e+00 0.303 +++\n", + "+++ 3.677e+02 3.674e+02 -2.365e+00 -2.103e+00 0.671 +++\n", + "+++ 3.677e+02 3.672e+02 -2.365e+00 -2.059e+00 0.905 +++\n", + "+++ 3.677e+02 3.672e+02 -2.365e+00 -2.037e+00 1.03 +++\n", + "+++ 3.677e+02 3.672e+02 -2.365e+00 -2.048e+00 0.968 +++\n", + "+++ 3.677e+02 3.672e+02 -2.365e+00 -2.043e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.677e+02 3.675e+02 -2.594e+00 -2.457e+00 0.301 +++\n", + "+++ 3.677e+02 3.674e+02 -2.594e+00 -2.389e+00 0.667 +++\n", + "+++ 3.677e+02 3.672e+02 -2.594e+00 -2.355e+00 0.902 +++\n", + "+++ 3.677e+02 3.672e+02 -2.594e+00 -2.338e+00 1.03 +++\n", + "+++ 3.677e+02 3.672e+02 -2.594e+00 -2.346e+00 0.966 +++\n", + "+++ 3.677e+02 3.672e+02 -2.594e+00 -2.342e+00 0.999 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.677e+02 3.675e+02 -3.552e+00 -3.240e+00 0.35 +++\n", + "+++ 3.677e+02 3.672e+02 -3.552e+00 -3.083e+00 0.938 +++\n", + "+++ 3.677e+02 3.670e+02 -3.552e+00 -3.005e+00 1.39 +++\n", + "+++ 3.677e+02 3.671e+02 -3.552e+00 -3.044e+00 1.15 +++\n", + "+++ 3.677e+02 3.672e+02 -3.552e+00 -3.064e+00 1.04 +++\n", + "+++ 3.677e+02 3.672e+02 -3.552e+00 -3.073e+00 0.988 +++\n", + "+++ 3.677e+02 3.672e+02 -3.552e+00 -3.069e+00 1.01 +++\n", + "+++ 3.677e+02 3.672e+02 -3.552e+00 -3.071e+00 1 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.677e+02 3.673e+02 -3.914e+00 -3.460e+00 0.7 +++\n", + "+++ 3.677e+02 3.667e+02 -3.914e+00 -3.234e+00 2.01 +++\n", + "+++ 3.677e+02 3.671e+02 -3.914e+00 -3.347e+00 1.23 +++\n", + "+++ 3.677e+02 3.672e+02 -3.914e+00 -3.404e+00 0.939 +++\n", + "+++ 3.677e+02 3.672e+02 -3.914e+00 -3.375e+00 1.08 +++\n", + "+++ 3.677e+02 3.672e+02 -3.914e+00 -3.390e+00 1.01 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.677e+02 3.677e+02 -8.000e+00 -6.000e+00 0.0117 +++\n", + "+++ 3.677e+02 3.676e+02 -8.000e+00 -5.000e+00 0.203 +++\n", + "+++ 3.677e+02 3.674e+02 -8.000e+00 -4.500e+00 0.665 +++\n", + "+++ 3.677e+02 3.671e+02 -8.000e+00 -4.250e+00 1.19 +++\n", + "+++ 3.677e+02 3.672e+02 -8.000e+00 -4.375e+00 0.891 +++\n", + "+++ 3.677e+02 3.672e+02 -8.000e+00 -4.312e+00 1.03 +++\n", + "+++ 3.677e+02 3.672e+02 -8.000e+00 -4.344e+00 0.958 +++\n", + "+++ 3.677e+02 3.672e+02 -8.000e+00 -4.328e+00 0.994 +++\n", + "********************\n", + "-0.229674 -0.817648 -2.365 -2.59368 -3.55236 -3.91386 -8\n", + "0.272837 0.236171 0.32235 0.251819 0.481357 0.524238 3.67188\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nMZ1FSscAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10)\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 6.628e+02 9.007e+00 inf -- 4.160e+02 -- -0.264643 -0.797908 -2.07791 -2.35822 -3.1415 -3.50338 -6.09489 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 6.842e+02 1.078e+01 2.116e+00 -- 4.181e+02 -- -0.226169 -0.759199 -2.03908 -2.32032 -3.11387 -3.43598 -6.39489 0.0502949 0.152916 0.212494 0.121125 0.216976 0.336684 -0.244596\n", + " 5 1.559e+02 1.270e+01 1.915e+00 -- 4.201e+02 -- -0.193741 -0.726441 -2.00316 -2.28893 -3.08464 -3.36731 -6.69489 0.0145685 0.191324 0.293499 0.136888 0.312024 0.482796 1.86942\n", + " 7 1.618e+03 1.477e+01 1.743e+00 -- 4.218e+02 -- -0.166298 -0.698635 -1.97153 -2.26256 -3.05584 -3.30885 -6.99489 -0.0118999 0.220073 0.352843 0.149084 0.389017 0.574531 -0.403772\n", + " 9 2.935e+02 1.701e+01 1.600e+00 -- 4.234e+02 -- -0.142929 -0.674898 -1.94419 -2.24018 -3.02852 -3.26097 -7.29489 -0.0319925 0.242138 0.397314 0.158774 0.451737 0.636061 -2.89416\n", + " 11 9.523e+02 1.944e+01 1.478e+00 -- 4.249e+02 -- -0.122901 -0.654512 -1.92069 -2.22102 -3.00314 -3.22181 -6.99489 -0.0475429 0.25942 0.431356 0.166636 0.503311 0.679979 0.381182\n", + " 13 4.366e+02 2.207e+01 1.373e+00 -- 4.262e+02 -- -0.105633 -0.636902 -1.9005 -2.20452 -2.97982 -3.18951 -7.29489 -0.0597637 0.273183 0.4579 0.173119 0.546186 0.712957 1.78135\n", + " 15 1.284e+02 2.490e+01 1.279e+00 -- 4.275e+02 -- -0.0906648 -0.62161 -1.8831 -2.19023 -2.95852 -3.16261 -7.59489 -0.0694848 0.284294 0.478919 0.178532 0.582205 0.73873 -2.12851\n", + " 17 6.684e+01 2.796e+01 1.196e+00 -- 4.287e+02 -- -0.0776289 -0.608271 -1.86808 -2.17781 -2.93913 -3.14003 -7.29489 -0.0772912 0.293368 0.495775 0.183096 0.612767 0.759519 -2.12851\n", + " 19 1.131e+03 3.125e+01 1.119e+00 -- 4.298e+02 -- -0.0662284 -0.596588 -1.85505 -2.16698 -2.92148 -3.12092 -6.99489 -0.0836055 0.300851 0.509435 0.186975 0.638935 0.776775 -0.468363\n", + " 21 7.866e+01 3.476e+01 1.049e+00 -- 4.309e+02 -- -0.0562219 -0.586319 -1.84372 -2.1575 -2.90544 -3.10467 -6.69489 -0.0887399 0.307075 0.5206 0.190292 0.661523 0.791406 3.12663\n", + " 23 4.749e+01 3.851e+01 9.840e-01 -- 4.319e+02 -- -0.0474108 -0.577266 -1.83385 -2.14919 -2.89085 -3.09077 -6.39489 -0.0929293 0.312289 0.529789 0.19314 0.681153 0.80404 2.58773\n", + " 25 9.016e+01 4.250e+01 9.239e-01 -- 4.328e+02 -- -0.0396304 -0.569264 -1.82521 -2.14191 -2.87758 -3.07884 -6.69489 -0.0963531 0.316687 0.537395 0.195593 0.698325 0.815127 2.31075\n", + " 26 2.291e+03 4.856e+03 4.196e+00 -- 4.370e+02 -- 0.0292432 -0.498358 -1.74955 -2.0779 -2.75662 -2.9761 -8 -0.124329 0.354004 0.600746 0.216726 0.849429 0.913805 -2.9851\n", + " 27 3.278e+00 8.497e+01 6.218e+00 -- 4.432e+02 -- 0.0254995 -0.502475 -1.77412 -2.11199 -2.72719 -3.04402 -5 -0.0720726 0.308662 0.702517 0.165496 0.94859 0.890579 1.11967\n", + " 28 3.369e+02 3.689e+01 7.032e-01 -- 4.439e+02 -- 0.02803 -0.501445 -1.76227 -2.08919 -2.72868 -3.00045 -7.18712 -0.103292 0.35578 0.648429 0.1705 0.951458 0.974389 -2.55109\n", + " 29 1.859e-01 1.619e+01 2.026e-01 -- 4.437e+02 -- 0.0284028 -0.501795 -1.76339 -2.09611 -2.722 -3.01268 -4.18712 -0.0900085 0.341162 0.653855 0.173506 0.94415 0.962545 2.3652\n", + " 30 9.710e-01 1.003e+01 2.272e-01 -- 4.439e+02 -- 0.0287103 -0.501625 -1.76349 -2.09457 -2.72212 -3.0105 -4.78581 -0.0929545 0.347387 0.644721 0.172745 0.942888 0.964175 2.80497\n", + " 31 3.231e+01 4.382e+00 4.330e-02 -- 4.440e+02 -- 0.0288105 -0.50173 -1.76305 -2.0945 -2.72206 -3.00972 -5.95917 -0.0912361 0.344716 0.65491 0.172811 0.94407 0.967832 -0.754455\n", + " 33 7.887e+00 3.999e+00 5.730e-03 -- 4.440e+02 -- 0.0288182 -0.501725 -1.76307 -2.09454 -2.72196 -3.00967 -5.65917 -0.0912811 0.344831 0.654757 0.172631 0.944361 0.968167 3.09091\n", + " 34 1.021e+03 1.567e+00 3.306e-03 -- 4.440e+02 -- 0.0288906 -0.501682 -1.76326 -2.09497 -2.72112 -3.00942 -8 -0.0916682 0.345845 0.653313 0.170964 0.94684 0.970952 2.33492\n", + " 35 1.958e+03 8.857e-01 2.455e-04 -- 4.440e+02 -- 0.0289281 -0.501698 -1.76317 -2.09482 -2.72066 -3.00928 -8 -0.0913907 0.345397 0.655119 0.171217 0.948376 0.971555 -1.95846\n", + " 36 2.231e+01 1.235e+00 1.134e-03 -- 4.440e+02 -- 0.0289502 -0.501688 -1.76324 -2.09495 -2.7204 -3.00936 -5 -0.0914472 0.345652 0.654699 0.170847 0.949278 0.972212 0.258881\n", + " 37 8.016e+00 5.056e-01 1.360e-02 -- 4.440e+02 -- 0.0289689 -0.501701 -1.76321 -2.09488 -2.71981 -3.00893 -5.06546 -0.0913367 0.345498 0.655382 0.171555 0.950824 0.972854 0.766704\n", + " 38 1.884e+02 2.121e-01 1.200e-02 -- 4.440e+02 -- 0.0289819 -0.501697 -1.76328 -2.09496 -2.71958 -3.00916 -6.54275 -0.0913617 0.345681 0.654623 0.17157 0.951297 0.972966 0.903638\n", + " 39 1.947e+04 3.463e-01 5.080e-04 -- 4.440e+02 -- 0.0289824 -0.501696 -1.76321 -2.0949 -2.71995 -3.00932 -8 -0.0913416 0.345612 0.655284 0.170969 0.950797 0.973096 0.295641\n", + " 40 3.049e+03 1.048e-01 3.268e-05 -- 4.440e+02 -- 0.0289805 -0.501691 -1.76324 -2.09495 -2.72006 -3.00933 -8 -0.0913641 0.345627 0.655123 0.170779 0.950573 0.972811 -0.79378\n", + "********************\n", + "0.0289805 -0.501691 -1.76324 -2.09495 -2.72006 -3.00933 -8 -0.0913641 0.345627 0.655123 0.170779 0.950573 0.972811 -0.79378\n", + "0.00488089 0.00320555 0.0166349 0.0498124 0.0675131 0.0930602 5801.93 0.082796 0.0625792 0.157936 0.242192 0.285454 0.316561 13418.5\n", + "-0.0761655 -0.104783 0.024591 0.0175272 0.0313802 0.0122834 6.72756e-05 0.000572629 -0.00671213 0.00501444 0.000107792 -0.0065959 -0.0147919 -1.32979e-05\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 4.441e+02 4.440e+02 2.894e-02 3.139e-02 0.184 +++\n", + "+++ 4.441e+02 4.439e+02 2.894e-02 3.262e-02 0.538 +++\n", + "+++ 4.441e+02 4.437e+02 2.894e-02 3.323e-02 0.868 +++\n", + "+++ 4.441e+02 4.436e+02 2.894e-02 3.354e-02 1.1 +++\n", + "+++ 4.441e+02 4.436e+02 2.894e-02 3.339e-02 0.977 +++\n", + "+++ 4.441e+02 4.436e+02 2.894e-02 3.346e-02 1.04 +++\n", + "+++ 4.441e+02 4.436e+02 2.894e-02 3.342e-02 1.01 +++\n", + "\t### errors for param 1 ###\n", + "+++ 4.441e+02 4.440e+02 -5.016e-01 -5.000e-01 0.272 +++\n", + "+++ 4.441e+02 4.437e+02 -5.016e-01 -4.993e-01 0.765 +++\n", + "+++ 4.441e+02 4.435e+02 -5.016e-01 -4.989e-01 1.18 +++\n", + "+++ 4.441e+02 4.437e+02 -5.016e-01 -4.991e-01 0.954 +++\n", + "+++ 4.441e+02 4.436e+02 -5.016e-01 -4.990e-01 1.06 +++\n", + "+++ 4.441e+02 4.436e+02 -5.016e-01 -4.990e-01 1.01 +++\n", + "\t### errors for param 2 ###\n", + "+++ 4.441e+02 4.439e+02 -1.763e+00 -1.754e+00 0.496 +++\n", + "+++ 4.441e+02 4.433e+02 -1.763e+00 -1.750e+00 1.76 +++\n", + "+++ 4.441e+02 4.437e+02 -1.763e+00 -1.752e+00 0.96 +++\n", + "+++ 4.441e+02 4.435e+02 -1.763e+00 -1.751e+00 1.3 +++\n", + "+++ 4.441e+02 4.436e+02 -1.763e+00 -1.752e+00 1.12 +++\n", + "+++ 4.441e+02 4.436e+02 -1.763e+00 -1.752e+00 1.03 +++\n", + "+++ 4.441e+02 4.436e+02 -1.763e+00 -1.752e+00 0.994 +++\n", + "\t### errors for param 3 ###\n", + "+++ 4.441e+02 4.439e+02 -2.096e+00 -2.071e+00 0.418 +++\n", + "+++ 4.441e+02 4.435e+02 -2.096e+00 -2.058e+00 1.22 +++\n", + "+++ 4.441e+02 4.438e+02 -2.096e+00 -2.064e+00 0.741 +++\n", + "+++ 4.441e+02 4.437e+02 -2.096e+00 -2.061e+00 0.959 +++\n", + "+++ 4.441e+02 4.436e+02 -2.096e+00 -2.060e+00 1.08 +++\n", + "+++ 4.441e+02 4.436e+02 -2.096e+00 -2.060e+00 1.02 +++\n", + "+++ 4.441e+02 4.436e+02 -2.096e+00 -2.061e+00 0.989 +++\n", + "+++ 4.441e+02 4.436e+02 -2.096e+00 -2.061e+00 1 +++\n", + "\t### errors for param 4 ###\n", + "+++ 4.441e+02 4.440e+02 -2.720e+00 -2.686e+00 0.217 +++\n", + "+++ 4.441e+02 4.438e+02 -2.720e+00 -2.670e+00 0.62 +++\n", + "+++ 4.441e+02 4.436e+02 -2.720e+00 -2.661e+00 0.996 +++\n", + "\t### errors for param 5 ###\n", + "+++ 4.441e+02 4.439e+02 -3.008e+00 -2.962e+00 0.426 +++\n", + "+++ 4.441e+02 4.435e+02 -3.008e+00 -2.939e+00 1.27 +++\n", + "+++ 4.441e+02 4.438e+02 -3.008e+00 -2.951e+00 0.758 +++\n", + "+++ 4.441e+02 4.436e+02 -3.008e+00 -2.945e+00 0.986 +++\n", + "+++ 4.441e+02 4.436e+02 -3.008e+00 -2.942e+00 1.12 +++\n", + "+++ 4.441e+02 4.436e+02 -3.008e+00 -2.944e+00 1.05 +++\n", + "+++ 4.441e+02 4.436e+02 -3.008e+00 -2.944e+00 1.02 +++\n", + "+++ 4.441e+02 4.436e+02 -3.008e+00 -2.945e+00 1 +++\n", + "\t### errors for param 6 ###\n", + "+++ 4.441e+02 4.440e+02 -4.031e+00 -3.728e+00 0.351 +++\n", + "+++ 4.441e+02 4.435e+02 -4.031e+00 -3.577e+00 1.31 +++\n", + "+++ 4.441e+02 4.438e+02 -4.031e+00 -3.653e+00 0.699 +++\n", + "+++ 4.441e+02 4.437e+02 -4.031e+00 -3.615e+00 0.961 +++\n", + "+++ 4.441e+02 4.436e+02 -4.031e+00 -3.596e+00 1.12 +++\n", + "+++ 4.441e+02 4.436e+02 -4.031e+00 -3.605e+00 1.04 +++\n", + "+++ 4.441e+02 4.436e+02 -4.031e+00 -3.610e+00 0.999 +++\n", + "\t### errors for param 7 ###\n", + "+++ 4.441e+02 4.440e+02 -9.183e-02 -5.033e-02 0.277 +++\n", + "+++ 4.441e+02 4.438e+02 -9.183e-02 -2.959e-02 0.608 +++\n", + "+++ 4.441e+02 4.437e+02 -9.183e-02 -1.921e-02 0.805 +++\n", + "+++ 4.441e+02 4.437e+02 -9.183e-02 -1.403e-02 0.914 +++\n", + "+++ 4.441e+02 4.436e+02 -9.183e-02 -1.143e-02 0.97 +++\n", + "+++ 4.441e+02 4.436e+02 -9.183e-02 -1.014e-02 0.998 +++\n", + "\t### errors for param 8 ###\n", + "+++ 4.441e+02 4.440e+02 3.447e-01 3.758e-01 0.288 +++\n", + "+++ 4.441e+02 4.438e+02 3.447e-01 3.913e-01 0.618 +++\n", + "+++ 4.441e+02 4.437e+02 3.447e-01 3.991e-01 0.821 +++\n", + "+++ 4.441e+02 4.437e+02 3.447e-01 4.030e-01 0.931 +++\n", + "+++ 4.441e+02 4.436e+02 3.447e-01 4.049e-01 0.987 +++\n", + "+++ 4.441e+02 4.436e+02 3.447e-01 4.059e-01 1.02 +++\n", + "+++ 4.441e+02 4.436e+02 3.447e-01 4.054e-01 1 +++\n", + "\t### errors for param 9 ###\n", + "+++ 4.441e+02 4.438e+02 6.661e-01 8.218e-01 0.763 +++\n", + "+++ 4.441e+02 4.434e+02 6.661e-01 8.997e-01 1.49 +++\n", + "+++ 4.441e+02 4.436e+02 6.661e-01 8.607e-01 1.11 +++\n", + "+++ 4.441e+02 4.437e+02 6.661e-01 8.413e-01 0.932 +++\n", + "+++ 4.441e+02 4.436e+02 6.661e-01 8.510e-01 1.02 +++\n", + "+++ 4.441e+02 4.436e+02 6.661e-01 8.461e-01 0.976 +++\n", + "+++ 4.441e+02 4.436e+02 6.661e-01 8.486e-01 0.999 +++\n", + "\t### errors for param 10 ###\n", + "+++ 4.441e+02 4.437e+02 1.618e-01 4.046e-01 0.907 +++\n", + "+++ 4.441e+02 4.432e+02 1.618e-01 5.261e-01 1.91 +++\n", + "+++ 4.441e+02 4.434e+02 1.618e-01 4.654e-01 1.38 +++\n", + "+++ 4.441e+02 4.436e+02 1.618e-01 4.350e-01 1.13 +++\n", + "+++ 4.441e+02 4.436e+02 1.618e-01 4.198e-01 1.02 +++\n", + "+++ 4.441e+02 4.437e+02 1.618e-01 4.122e-01 0.962 +++\n", + "+++ 4.441e+02 4.436e+02 1.618e-01 4.160e-01 0.99 +++\n", + "+++ 4.441e+02 4.436e+02 1.618e-01 4.179e-01 1 +++\n", + "\t### errors for param 11 ###\n", + "+++ 4.441e+02 4.438e+02 9.572e-01 1.242e+00 0.573 +++\n", + "+++ 4.441e+02 4.435e+02 9.572e-01 1.384e+00 1.26 +++\n", + "+++ 4.441e+02 4.437e+02 9.572e-01 1.313e+00 0.888 +++\n", + "+++ 4.441e+02 4.436e+02 9.572e-01 1.348e+00 1.07 +++\n", + "+++ 4.441e+02 4.436e+02 9.572e-01 1.330e+00 0.976 +++\n", + "+++ 4.441e+02 4.436e+02 9.572e-01 1.339e+00 1.02 +++\n", + "+++ 4.441e+02 4.436e+02 9.572e-01 1.335e+00 0.999 +++\n", + "\t### errors for param 12 ###\n", + "+++ 4.441e+02 4.437e+02 9.835e-01 1.298e+00 0.846 +++\n", + "+++ 4.441e+02 4.432e+02 9.835e-01 1.456e+00 1.85 +++\n", + "+++ 4.441e+02 4.435e+02 9.835e-01 1.377e+00 1.3 +++\n", + "+++ 4.441e+02 4.436e+02 9.835e-01 1.338e+00 1.06 +++\n", + "+++ 4.441e+02 4.437e+02 9.835e-01 1.318e+00 0.952 +++\n", + "+++ 4.441e+02 4.436e+02 9.835e-01 1.328e+00 1.01 +++\n", + "\t### errors for param 13 ###\n", + "********************\n", + "0.028939 -0.501626 -1.76254 -2.09557 -2.71971 -3.00832 -4.0306 -0.0918281 0.344656 0.666137 0.16175 0.957202 0.983537 -1.17645\n", + "0.0044848 0.00262318 0.0102132 0.0350358 0.0585583 0.0635997 0.42048 0.0816919 0.0607682 0.182442 0.256176 0.377633 0.344174 7.10562\n", + "********************\n" + ] + } + ], + "source": [ + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiMAAAGYCAYAAACQz+KaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRxjcAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.4)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjYAAAGJCAYAAACZwnkIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSZIkSZIkSQ3o/wHwh9tnGRaNgwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = irfft(fit)\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "ylabel(\"Response (relative)\",fontsize=20)\n", + "xlabel(\"Time (days)\",fontsize=20) \n", + "\n", + "ylim(-0.5,2)\n", + "xlim(0,7)\n", + "\n", + "plot(time_fit)\n", + "plot([1.80,1.80], [-50, 50], color='k', linestyle='-', linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-ZoghbiCopy.ipynb b/lag/data/clag_analysis-ZoghbiCopy.ipynb new file mode 100644 index 0000000..17e7140 --- /dev/null +++ b/lag/data/clag_analysis-ZoghbiCopy.ipynb @@ -0,0 +1,704 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/1367A_shifted.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " #0.25819945, 0.40020915, 0.62032418])\n", + " 0.25819945, 0.40020915])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.337e-01 6.112e+01 inf -- -4.041e+02 -- 1 1 1 1 1 1 1\n", + " 2 7.647e-01 6.015e+01 6.901e+01 -- -3.351e+02 -- 0.65784 0.58285 0.5699 0.567505 0.56704 0.566344 0.573791\n", + " 3 3.242e+00 5.939e+01 6.602e+01 -- -2.691e+02 -- 0.42512 0.198095 0.146253 0.137492 0.135449 0.133237 0.150987\n", + " 4 1.563e+00 5.894e+01 6.233e+01 -- -2.067e+02 -- 0.328446 -0.100568 -0.261985 -0.286046 -0.293214 -0.298752 -0.270142\n", + " 5 6.151e-01 5.858e+01 5.845e+01 -- -1.483e+02 -- 0.300114 -0.231637 -0.637422 -0.692493 -0.715789 -0.728243 -0.692465\n", + " 6 3.834e-01 5.758e+01 5.397e+01 -- -9.432e+01 -- 0.288119 -0.218711 -0.948517 -1.05695 -1.12601 -1.152 -1.11841\n", + " 7 2.764e-01 5.488e+01 4.687e+01 -- -4.745e+01 -- 0.288807 -0.20359 -1.129 -1.33421 -1.50858 -1.56203 -1.54725\n", + " 8 2.123e-01 4.884e+01 3.703e+01 -- -1.042e+01 -- 0.290741 -0.199424 -1.16697 -1.47951 -1.82761 -1.93862 -1.97495\n", + " 9 1.660e-01 3.761e+01 2.500e+01 -- 1.458e+01 -- 0.297078 -0.192793 -1.17471 -1.51254 -2.03046 -2.24008 -2.39415\n", + " 10 1.251e-01 2.218e+01 1.352e+01 -- 2.810e+01 -- 0.304071 -0.185609 -1.18142 -1.51049 -2.10848 -2.41366 -2.79148\n", + " 11 8.256e-02 9.018e+00 5.492e+00 -- 3.359e+01 -- 0.305677 -0.180534 -1.18507 -1.51162 -2.12584 -2.46833 -3.14066\n", + " 12 4.067e-02 2.560e+00 1.439e+00 -- 3.503e+01 -- 0.30378 -0.178308 -1.18784 -1.51647 -2.12974 -2.48272 -3.39994\n", + " 13 1.216e-02 5.340e-01 2.063e-01 -- 3.524e+01 -- 0.301773 -0.177939 -1.18966 -1.52028 -2.13067 -2.48953 -3.5382\n", + " 14 2.104e-03 8.200e-02 1.337e-02 -- 3.525e+01 -- 0.30075 -0.178052 -1.19052 -1.52208 -2.13075 -2.49214 -3.58123\n", + " 15 2.833e-04 1.082e-02 3.730e-04 -- 3.525e+01 -- 0.300445 -0.178142 -1.19077 -1.52264 -2.13068 -2.4928 -3.58876\n", + " 16 3.684e-05 1.402e-03 6.992e-06 -- 3.525e+01 -- 0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "********************\n", + "0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "0.23893 0.202426 0.232625 0.177239 0.153017 0.132987 0.308424\n", + "-0.000180614 -0.000143998 -0.000174906 -0.000705814 0.000447101 -0.000873593 -0.00140183\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.481e+01 3.004e-01 5.393e-01 0.89 +++\n", + "+++ 3.525e+01 3.432e+01 3.004e-01 6.588e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.004e-01 5.990e-01 1.34 +++\n", + "+++ 3.525e+01 3.470e+01 3.004e-01 5.692e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.004e-01 5.543e-01 0.996 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.782e-01 2.426e-02 0.974 +++\n", + "+++ 3.525e+01 3.422e+01 -1.782e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.782e-01 7.486e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.782e-01 4.956e-02 1.21 +++\n", + "+++ 3.525e+01 3.471e+01 -1.782e-01 3.691e-02 1.09 +++\n", + "+++ 3.525e+01 3.474e+01 -1.782e-01 3.058e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.782e-01 2.742e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.075e+00 0.275 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.597 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.873e-01 0.798 +++\n", + "+++ 3.525e+01 3.480e+01 -1.191e+00 -9.727e-01 0.909 +++\n", + "+++ 3.525e+01 3.477e+01 -1.191e+00 -9.655e-01 0.966 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.618e-01 0.995 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.523e+00 -1.346e+00 0.861 +++\n", + "+++ 3.525e+01 3.433e+01 -1.523e+00 -1.257e+00 1.85 +++\n", + "+++ 3.525e+01 3.459e+01 -1.523e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.523e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.477e+01 -1.523e+00 -1.334e+00 0.967 +++\n", + "+++ 3.525e+01 3.474e+01 -1.523e+00 -1.329e+00 1.02 +++\n", + "+++ 3.525e+01 3.475e+01 -1.523e+00 -1.332e+00 0.994 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.482e+01 -2.131e+00 -1.978e+00 0.868 +++\n", + "+++ 3.525e+01 3.430e+01 -2.131e+00 -1.901e+00 1.9 +++\n", + "+++ 3.525e+01 3.458e+01 -2.131e+00 -1.939e+00 1.34 +++\n", + "+++ 3.525e+01 3.471e+01 -2.131e+00 -1.958e+00 1.09 +++\n", + "+++ 3.525e+01 3.476e+01 -2.131e+00 -1.968e+00 0.977 +++\n", + "+++ 3.525e+01 3.473e+01 -2.131e+00 -1.963e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -2.131e+00 -1.966e+00 1.01 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.476e+01 -2.493e+00 -2.360e+00 0.992 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.511e+01 -3.590e+00 -3.436e+00 0.274 +++\n", + "+++ 3.525e+01 3.491e+01 -3.590e+00 -3.358e+00 0.68 +++\n", + "+++ 3.525e+01 3.477e+01 -3.590e+00 -3.320e+00 0.971 +++\n", + "+++ 3.525e+01 3.468e+01 -3.590e+00 -3.301e+00 1.14 +++\n", + "+++ 3.525e+01 3.472e+01 -3.590e+00 -3.310e+00 1.05 +++\n", + "+++ 3.525e+01 3.475e+01 -3.590e+00 -3.315e+00 1.01 +++\n", + "+++ 3.525e+01 3.476e+01 -3.590e+00 -3.317e+00 0.991 +++\n", + "********************\n", + "0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "0.253863 0.205589 0.22899 0.191086 0.164971 0.132987 0.27228\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQkpg7gAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "errorbar(t1, l1, yerr=l1e, fmt='o')\n", + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t2, l2, yerr=l2e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.337e-01 6.129e+01 inf -- -4.045e+02 -- 1 1 1 1 1 1 1\n", + " 2 7.642e-01 6.012e+01 6.908e+01 -- -3.354e+02 -- 0.659275 0.584349 0.573488 0.567303 0.567058 0.566313 0.572424\n", + " 3 3.228e+00 5.916e+01 6.581e+01 -- -2.696e+02 -- 0.42785 0.202009 0.156574 0.137043 0.135869 0.133522 0.149486\n", + " 4 1.558e+00 5.870e+01 6.191e+01 -- -2.077e+02 -- 0.331792 -0.095026 -0.241091 -0.287087 -0.291742 -0.297484 -0.270575\n", + " 5 6.161e-01 5.838e+01 5.801e+01 -- -1.497e+02 -- 0.307892 -0.233206 -0.602158 -0.695208 -0.712571 -0.725065 -0.692226\n", + " 6 3.835e-01 5.717e+01 5.345e+01 -- -9.623e+01 -- 0.307174 -0.236649 -0.896104 -1.06223 -1.12044 -1.1459 -1.11873\n", + " 7 2.763e-01 5.434e+01 4.635e+01 -- -4.988e+01 -- 0.329917 -0.225069 -1.07001 -1.34027 -1.50052 -1.55267 -1.54775\n", + " 8 2.125e-01 4.842e+01 3.677e+01 -- -1.311e+01 -- 0.365734 -0.216758 -1.11613 -1.48335 -1.81897 -1.92787 -1.97538\n", + " 9 1.662e-01 3.735e+01 2.505e+01 -- 1.194e+01 -- 0.396836 -0.209034 -1.12234 -1.51466 -2.02433 -2.23196 -2.39516\n", + " 10 1.251e-01 2.200e+01 1.359e+01 -- 2.553e+01 -- 0.414786 -0.203235 -1.12662 -1.51315 -2.10323 -2.41253 -2.79331\n", + " 11 8.212e-02 8.898e+00 5.471e+00 -- 3.100e+01 -- 0.420985 -0.199803 -1.12907 -1.51521 -2.11742 -2.47391 -3.14266\n", + " 12 4.003e-02 2.505e+00 1.412e+00 -- 3.241e+01 -- 0.421103 -0.198221 -1.13105 -1.52048 -2.11896 -2.4902 -3.40075\n", + " 13 1.174e-02 5.152e-01 1.981e-01 -- 3.261e+01 -- 0.419844 -0.197745 -1.1323 -1.52425 -2.11903 -2.49687 -3.53687\n", + " 14 1.974e-03 7.723e-02 1.236e-02 -- 3.262e+01 -- 0.418984 -0.197677 -1.1328 -1.52593 -2.11879 -2.49921 -3.57839\n", + " 15 2.574e-04 9.878e-03 3.258e-04 -- 3.262e+01 -- 0.418666 -0.197682 -1.13291 -1.52643 -2.11863 -2.49979 -3.58545\n", + " 16 4.291e-05 1.242e-03 5.812e-06 -- 3.262e+01 -- 0.418586 -0.197687 -1.13292 -1.52653 -2.11856 -2.49988 -3.58637\n", + "********************\n", + "0.418586 -0.197687 -1.13292 -1.52653 -2.11856 -2.49988 -3.58637\n", + "0.230614 0.201096 0.230036 0.178274 0.152947 0.133797 0.307332\n", + "-0.000341872 -4.95209e-05 -1.00476e-05 -0.000577377 0.000648932 -0.000804247 -0.00124186\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10)\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.262e+01 3.224e+01 4.186e-01 6.492e-01 0.774 +++\n", + "+++ 3.262e+01 3.180e+01 4.186e-01 7.645e-01 1.66 +++\n", + "+++ 3.262e+01 3.203e+01 4.186e-01 7.069e-01 1.18 +++\n", + "+++ 3.262e+01 3.214e+01 4.186e-01 6.780e-01 0.967 +++\n", + "+++ 3.262e+01 3.209e+01 4.186e-01 6.924e-01 1.07 +++\n", + "+++ 3.262e+01 3.212e+01 4.186e-01 6.852e-01 1.02 +++\n", + "+++ 3.262e+01 3.213e+01 4.186e-01 6.816e-01 0.993 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.262e+01 3.217e+01 -1.977e-01 3.409e-03 0.913 +++\n", + "+++ 3.262e+01 3.166e+01 -1.977e-01 1.040e-01 1.94 +++\n", + "+++ 3.262e+01 3.193e+01 -1.977e-01 5.368e-02 1.38 +++\n", + "+++ 3.262e+01 3.205e+01 -1.977e-01 2.855e-02 1.14 +++\n", + "+++ 3.262e+01 3.211e+01 -1.977e-01 1.598e-02 1.02 +++\n", + "+++ 3.262e+01 3.214e+01 -1.977e-01 9.693e-03 0.968 +++\n", + "+++ 3.262e+01 3.213e+01 -1.977e-01 1.284e-02 0.995 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.262e+01 3.219e+01 -1.133e+00 -9.029e-01 0.868 +++\n", + "+++ 3.262e+01 3.170e+01 -1.133e+00 -7.879e-01 1.84 +++\n", + "+++ 3.262e+01 3.197e+01 -1.133e+00 -8.454e-01 1.32 +++\n", + "+++ 3.262e+01 3.208e+01 -1.133e+00 -8.741e-01 1.08 +++\n", + "+++ 3.262e+01 3.214e+01 -1.133e+00 -8.885e-01 0.973 +++\n", + "+++ 3.262e+01 3.211e+01 -1.133e+00 -8.813e-01 1.03 +++\n", + "+++ 3.262e+01 3.212e+01 -1.133e+00 -8.849e-01 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.262e+01 3.219e+01 -1.527e+00 -1.348e+00 0.872 +++\n", + "+++ 3.262e+01 3.169e+01 -1.527e+00 -1.259e+00 1.88 +++\n", + "+++ 3.262e+01 3.196e+01 -1.527e+00 -1.304e+00 1.33 +++\n", + "+++ 3.262e+01 3.208e+01 -1.527e+00 -1.326e+00 1.09 +++\n", + "+++ 3.262e+01 3.213e+01 -1.527e+00 -1.337e+00 0.979 +++\n", + "+++ 3.262e+01 3.211e+01 -1.527e+00 -1.332e+00 1.03 +++\n", + "+++ 3.262e+01 3.212e+01 -1.527e+00 -1.334e+00 1.01 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.262e+01 3.220e+01 -2.119e+00 -1.966e+00 0.845 +++\n", + "+++ 3.262e+01 3.170e+01 -2.119e+00 -1.889e+00 1.85 +++\n", + "+++ 3.262e+01 3.197e+01 -2.119e+00 -1.927e+00 1.3 +++\n", + "+++ 3.262e+01 3.209e+01 -2.119e+00 -1.946e+00 1.06 +++\n", + "+++ 3.262e+01 3.215e+01 -2.119e+00 -1.956e+00 0.951 +++\n", + "+++ 3.262e+01 3.212e+01 -2.119e+00 -1.951e+00 1.01 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.262e+01 3.214e+01 -2.500e+00 -2.366e+00 0.978 +++\n", + "+++ 3.262e+01 3.155e+01 -2.500e+00 -2.299e+00 2.16 +++\n", + "+++ 3.262e+01 3.187e+01 -2.500e+00 -2.333e+00 1.51 +++\n", + "+++ 3.262e+01 3.201e+01 -2.500e+00 -2.349e+00 1.23 +++\n", + "+++ 3.262e+01 3.207e+01 -2.500e+00 -2.358e+00 1.1 +++\n", + "+++ 3.262e+01 3.211e+01 -2.500e+00 -2.362e+00 1.04 +++\n", + "+++ 3.262e+01 3.212e+01 -2.500e+00 -2.364e+00 1.01 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.262e+01 3.249e+01 -3.586e+00 -3.433e+00 0.274 +++\n", + "+++ 3.262e+01 3.228e+01 -3.586e+00 -3.356e+00 0.68 +++\n", + "+++ 3.262e+01 3.214e+01 -3.586e+00 -3.317e+00 0.97 +++\n", + "+++ 3.262e+01 3.205e+01 -3.586e+00 -3.298e+00 1.14 +++\n", + "+++ 3.262e+01 3.210e+01 -3.586e+00 -3.308e+00 1.05 +++\n", + "+++ 3.262e+01 3.212e+01 -3.586e+00 -3.313e+00 1.01 +++\n", + "+++ 3.262e+01 3.213e+01 -3.586e+00 -3.315e+00 0.99 +++\n", + "********************\n", + "0.418586 -0.197687 -1.13292 -1.52653 -2.11856 -2.49988 -3.58637\n", + "0.263044 0.210523 0.248008 0.192202 0.167286 0.135887 0.271316\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 1.751e+01 2.876e+01 inf -- 5.733e+01 -- 0.0594864 -0.487928 -1.46187 -1.82465 -2.4246 -2.79639 -3.88808 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 2 1.970e+01 3.013e+01 1.798e+01 -- 7.532e+01 -- 0.29683 -1.52364 -1.4649 -2.25166 -2.5651 -3.43969 -4.03355 1.21455 0.923908 -1.61801 1.85071 -0.285296 -0.531157 0.012722\n", + " 4 6.537e+00 1.384e+01 2.528e+00 -- 7.784e+01 -- 0.291378 -1.68551 -1.44919 -2.09362 -2.55998 -3.48384 -4.03518 1.14909 2.74383 -1.47933 1.80908 -0.301606 -0.875227 0.0310364\n", + " 6 3.785e+00 7.896e+00 1.984e+00 -- 7.983e+01 -- 0.288282 -1.38551 -1.42819 -1.9952 -2.55472 -3.47151 -4.03617 1.0893 2.48495 -1.36763 1.78981 -0.314059 -1.2346 0.0473648\n", + " 8 2.247e+00 7.953e+00 1.903e+00 -- 8.173e+01 -- 0.287062 -1.08551 -1.40581 -1.9248 -2.54944 -3.41037 -4.03676 1.03541 2.70301 -1.2801 1.77686 -0.323434 -1.51696 0.0617974\n", + " 10 1.524e+00 9.195e+00 1.868e+00 -- 8.360e+01 -- 0.287304 -0.84158 -1.38402 -1.87105 -2.54419 -3.33668 -4.03696 0.987277 2.6684 -1.21194 1.76655 -0.330285 -1.69315 0.0746248\n", + " 12 1.161e+00 1.058e+01 1.526e+00 -- 8.513e+01 -- 0.288653 -0.721287 -1.36379 -1.8284 -2.53901 -3.27143 -4.03682 0.944635 2.66148 -1.15906 1.75754 -0.335021 -1.79864 0.0859985\n", + " 14 9.236e-01 1.358e+01 1.320e+00 -- 8.645e+01 -- 0.29076 -0.640904 -1.34555 -1.79371 -2.53397 -3.21778 -4.03644 0.907049 2.65848 -1.11758 1.74949 -0.338064 -1.86544 0.0959851\n", + " 16 7.887e-01 1.616e+01 1.163e+00 -- 8.761e+01 -- 0.293363 -0.581712 -1.32932 -1.76496 -2.5291 -3.17401 -4.03591 0.874019 2.65704 -1.08472 1.74218 -0.339743 -1.91057 0.104678\n", + " 18 6.852e-01 1.848e+01 1.035e+00 -- 8.864e+01 -- 0.296262 -0.535833 -1.31497 -1.7408 -2.52442 -3.13802 -4.03528 0.84503 2.65643 -1.05844 1.73544 -0.340323 -1.94268 0.112177\n", + " 20 6.016e-01 2.063e+01 9.268e-01 -- 8.957e+01 -- 0.299311 -0.499119 -1.30233 -1.72029 -2.51992 -3.1081 -4.03459 0.819584 2.65634 -1.03727 1.7292 -0.340017 -1.96645 0.11858\n", + " 21 1.026e+00 1.793e+03 1.113e+01 -- 7.844e+01 -- 0.330255 -0.19883 -1.191 -1.54462 -2.4769 -2.85684 -4.0275 0.595995 2.65885 -0.865635 1.67089 -0.329856 -2.14791 0.172608\n", + " 22 2.203e+01 4.653e+01 1.881e+01 -- 9.725e+01 -- 0.346046 -0.283463 -1.21608 -1.56969 -2.45327 -2.92337 -4.05674 0.633366 2.66967 -1.02345 1.65017 -0.216181 -2.10193 -0.00456476\n", + " 23 9.017e-02 4.157e+01 4.743e-01 -- 9.772e+01 -- 0.350061 -0.2856 -1.19812 -1.56937 -2.44621 -2.91187 -4.02571 0.593047 2.67704 -0.939304 1.64631 -0.234834 -2.06914 0.0960162\n", + " 24 1.011e-01 1.709e+01 7.447e-02 -- 9.780e+01 -- 0.351939 -0.286126 -1.19593 -1.56919 -2.44211 -2.91054 -4.02815 0.594891 2.68864 -0.964614 1.63615 -0.233118 -2.07263 0.0873586\n", + " 25 7.198e-03 7.315e+00 9.879e-03 -- 9.781e+01 -- 0.352451 -0.285708 -1.19443 -1.5689 -2.44029 -2.90957 -4.02701 0.591849 2.68648 -0.958907 1.63497 -0.229941 -2.07127 0.0961923\n", + " 26 7.573e-03 2.607e+00 1.318e-03 -- 9.781e+01 -- 0.352645 -0.285889 -1.19403 -1.56883 -2.43938 -2.90916 -4.02687 0.591744 2.6883 -0.960874 1.63369 -0.228302 -2.0711 0.0968847\n", + " 27 1.407e-03 1.002e+00 1.762e-04 -- 9.781e+01 -- 0.35271 -0.285841 -1.19384 -1.5688 -2.43903 -2.909 -4.02679 0.59146 2.68804 -0.960478 1.63339 -0.22751 -2.07101 0.0976184\n", + " 28 7.648e-04 3.587e-01 2.373e-05 -- 9.781e+01 -- 0.352735 -0.28586 -1.19379 -1.56879 -2.43888 -2.90894 -4.02677 0.59142 2.68826 -0.960644 1.63322 -0.22719 -2.07099 0.0977376\n", + "********************\n", + "0.352735 -0.28586 -1.19379 -1.56879 -2.43888 -2.90894 -4.02677 0.59142 2.68826 -0.960644 1.63322 -0.22719 -2.07099 0.0977376\n", + "0.00496596 0.0557416 0.0244243 0.0261901 0.169649 0.216583 0.627326 0.0836975 0.256304 0.179223 0.163052 0.470721 0.550365 1.46594\n", + "0.358674 0.00129977 0.0426552 0.00780676 0.00197808 0.000483372 2.94351e-05 -0.00466008 -0.000401306 0.00086537 -0.00189251 0.000598726 2.9782e-05 3.40563e-05\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 9.781e+01 9.767e+01 3.527e-01 3.552e-01 0.284 +++\n", + "+++ 9.781e+01 9.736e+01 3.527e-01 3.565e-01 0.898 +++\n", + "+++ 9.781e+01 9.705e+01 3.527e-01 3.571e-01 1.51 +++\n", + "+++ 9.781e+01 9.723e+01 3.527e-01 3.568e-01 1.17 +++\n", + "+++ 9.781e+01 9.730e+01 3.527e-01 3.566e-01 1.02 +++\n", + "+++ 9.781e+01 9.733e+01 3.527e-01 3.565e-01 0.959 +++\n", + "+++ 9.781e+01 9.731e+01 3.527e-01 3.566e-01 0.991 +++\n", + "\t### errors for param 1 ###\n", + "+++ 9.781e+01 9.757e+01 -2.859e-01 -2.580e-01 0.487 +++\n", + "+++ 9.781e+01 9.709e+01 -2.859e-01 -2.441e-01 1.43 +++\n", + "+++ 9.781e+01 9.738e+01 -2.859e-01 -2.510e-01 0.864 +++\n", + "+++ 9.781e+01 9.725e+01 -2.859e-01 -2.475e-01 1.12 +++\n", + "+++ 9.781e+01 9.732e+01 -2.859e-01 -2.493e-01 0.985 +++\n", + "+++ 9.781e+01 9.728e+01 -2.859e-01 -2.484e-01 1.05 +++\n", + "+++ 9.781e+01 9.730e+01 -2.859e-01 -2.488e-01 1.02 +++\n", + "+++ 9.781e+01 9.731e+01 -2.859e-01 -2.491e-01 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 9.781e+01 9.763e+01 -1.194e+00 -1.182e+00 0.354 +++\n", + "+++ 9.781e+01 9.727e+01 -1.194e+00 -1.175e+00 1.09 +++\n", + "+++ 9.781e+01 9.749e+01 -1.194e+00 -1.179e+00 0.638 +++\n", + "+++ 9.781e+01 9.739e+01 -1.194e+00 -1.177e+00 0.837 +++\n", + "+++ 9.781e+01 9.733e+01 -1.194e+00 -1.176e+00 0.954 +++\n", + "+++ 9.781e+01 9.730e+01 -1.194e+00 -1.176e+00 1.02 +++\n", + "+++ 9.781e+01 9.732e+01 -1.194e+00 -1.176e+00 0.986 +++\n", + "+++ 9.781e+01 9.731e+01 -1.194e+00 -1.176e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 9.781e+01 9.765e+01 -1.569e+00 -1.556e+00 0.327 +++\n", + "+++ 9.781e+01 9.736e+01 -1.569e+00 -1.549e+00 0.907 +++\n", + "+++ 9.781e+01 9.712e+01 -1.569e+00 -1.546e+00 1.39 +++\n", + "+++ 9.781e+01 9.725e+01 -1.569e+00 -1.548e+00 1.13 +++\n", + "+++ 9.781e+01 9.730e+01 -1.569e+00 -1.548e+00 1.01 +++\n", + "+++ 9.781e+01 9.733e+01 -1.569e+00 -1.549e+00 0.958 +++\n", + "+++ 9.781e+01 9.732e+01 -1.569e+00 -1.549e+00 0.985 +++\n", + "+++ 9.781e+01 9.731e+01 -1.569e+00 -1.548e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 9.781e+01 9.766e+01 -2.439e+00 -2.354e+00 0.291 +++\n", + "+++ 9.781e+01 9.739e+01 -2.439e+00 -2.312e+00 0.833 +++\n", + "+++ 9.781e+01 9.716e+01 -2.439e+00 -2.290e+00 1.3 +++\n", + "+++ 9.781e+01 9.729e+01 -2.439e+00 -2.301e+00 1.04 +++\n", + "+++ 9.781e+01 9.734e+01 -2.439e+00 -2.306e+00 0.934 +++\n", + "+++ 9.781e+01 9.732e+01 -2.439e+00 -2.304e+00 0.988 +++\n", + "+++ 9.781e+01 9.730e+01 -2.439e+00 -2.302e+00 1.02 +++\n", + "+++ 9.781e+01 9.731e+01 -2.439e+00 -2.303e+00 1 +++\n", + "\t### errors for param 5 ###\n", + "+++ 9.781e+01 9.760e+01 -2.909e+00 -2.801e+00 0.412 +++\n", + "+++ 9.781e+01 9.723e+01 -2.909e+00 -2.746e+00 1.17 +++\n", + "+++ 9.781e+01 9.745e+01 -2.909e+00 -2.774e+00 0.72 +++\n", + "+++ 9.781e+01 9.735e+01 -2.909e+00 -2.760e+00 0.923 +++\n", + "+++ 9.781e+01 9.729e+01 -2.909e+00 -2.753e+00 1.04 +++\n", + "+++ 9.781e+01 9.732e+01 -2.909e+00 -2.757e+00 0.98 +++\n", + "+++ 9.781e+01 9.730e+01 -2.909e+00 -2.755e+00 1.01 +++\n", + "\t### errors for param 6 ###\n", + "+++ 9.781e+01 -inf -4.027e+00 -3.027e+00 inf +++\n", + "+++ 9.781e+01 9.626e+01 -4.027e+00 -3.527e+00 3.1 +++\n", + "+++ 9.781e+01 9.763e+01 -4.027e+00 -3.777e+00 0.349 +++\n", + "+++ 9.781e+01 9.724e+01 -4.027e+00 -3.652e+00 1.14 +++\n", + "+++ 9.781e+01 9.748e+01 -4.027e+00 -3.714e+00 0.653 +++\n", + "+++ 9.781e+01 9.737e+01 -4.027e+00 -3.683e+00 0.869 +++\n", + "+++ 9.781e+01 9.731e+01 -4.027e+00 -3.667e+00 0.996 +++\n", + "\t### errors for param 7 ###\n", + "+++ 9.781e+01 9.733e+01 5.914e-01 6.750e-01 0.966 +++\n", + "+++ 9.781e+01 9.688e+01 5.914e-01 7.169e-01 1.87 +++\n", + "+++ 9.781e+01 9.711e+01 5.914e-01 6.960e-01 1.4 +++\n", + "+++ 9.781e+01 9.722e+01 5.914e-01 6.855e-01 1.18 +++\n", + "+++ 9.781e+01 9.727e+01 5.914e-01 6.803e-01 1.07 +++\n", + "+++ 9.781e+01 9.730e+01 5.914e-01 6.777e-01 1.02 +++\n", + "+++ 9.781e+01 9.731e+01 5.914e-01 6.763e-01 0.992 +++\n", + "\t### errors for param 8 ###\n", + "+++ 9.781e+01 9.765e+01 2.688e+00 2.816e+00 0.315 +++\n", + "+++ 9.781e+01 9.747e+01 2.688e+00 2.880e+00 0.685 +++\n", + "+++ 9.781e+01 9.735e+01 2.688e+00 2.912e+00 0.915 +++\n", + "+++ 9.781e+01 9.729e+01 2.688e+00 2.929e+00 1.04 +++\n", + "+++ 9.781e+01 9.732e+01 2.688e+00 2.921e+00 0.977 +++\n", + "+++ 9.781e+01 9.731e+01 2.688e+00 2.925e+00 1.01 +++\n", + "\t### errors for param 9 ###\n", + "+++ 9.781e+01 9.767e+01 -9.606e-01 -8.710e-01 0.287 +++\n", + "+++ 9.781e+01 9.750e+01 -9.606e-01 -8.262e-01 0.615 +++\n", + "+++ 9.781e+01 9.740e+01 -9.606e-01 -8.038e-01 0.814 +++\n", + "+++ 9.781e+01 9.735e+01 -9.606e-01 -7.927e-01 0.921 +++\n", + "+++ 9.781e+01 9.732e+01 -9.606e-01 -7.871e-01 0.976 +++\n", + "+++ 9.781e+01 9.731e+01 -9.606e-01 -7.843e-01 1 +++\n", + "\t### errors for param 10 ###\n", + "+++ 9.781e+01 9.737e+01 1.633e+00 1.796e+00 0.887 +++\n", + "+++ 9.781e+01 9.687e+01 1.633e+00 1.878e+00 1.89 +++\n", + "+++ 9.781e+01 9.713e+01 1.633e+00 1.837e+00 1.35 +++\n", + "+++ 9.781e+01 9.725e+01 1.633e+00 1.817e+00 1.11 +++\n", + "+++ 9.781e+01 9.731e+01 1.633e+00 1.806e+00 0.995 +++\n", + "\t### errors for param 11 ###\n", + "+++ 9.781e+01 9.744e+01 -2.271e-01 2.436e-01 0.733 +++\n", + "+++ 9.781e+01 9.707e+01 -2.271e-01 4.789e-01 1.47 +++\n", + "+++ 9.781e+01 9.726e+01 -2.271e-01 3.612e-01 1.09 +++\n", + "+++ 9.781e+01 9.736e+01 -2.271e-01 3.024e-01 0.906 +++\n", + "+++ 9.781e+01 9.731e+01 -2.271e-01 3.318e-01 0.996 +++\n", + "\t### errors for param 12 ###\n", + "+++ 9.781e+01 9.655e+01 -2.071e+00 -1.071e+00 2.53 +++\n", + "+++ 9.781e+01 9.739e+01 -2.071e+00 -1.571e+00 0.834 +++\n", + "+++ 9.781e+01 9.697e+01 -2.071e+00 -1.321e+00 1.68 +++\n", + "+++ 9.781e+01 9.719e+01 -2.071e+00 -1.446e+00 1.24 +++\n", + "+++ 9.781e+01 9.729e+01 -2.071e+00 -1.508e+00 1.03 +++\n", + "+++ 9.781e+01 9.734e+01 -2.071e+00 -1.540e+00 0.932 +++\n", + "+++ 9.781e+01 9.732e+01 -2.071e+00 -1.524e+00 0.981 +++\n", + "+++ 9.781e+01 9.731e+01 -2.071e+00 -1.516e+00 1.01 +++\n", + "\t### errors for param 13 ###\n", + "********************\n", + "0.352744 -0.285856 -1.19376 -1.56878 -2.43883 -2.90891 -4.02676 0.591388 2.68824 -0.960618 1.63318 -0.22706 -2.07098 0.0978123\n", + "0.00383633 0.0367967 0.0178294 0.0203568 0.135817 0.153961 0.359375 0.0849581 0.236274 0.176365 0.173234 0.558872 0.554688 10\n", + "********************\n" + ] + } + ], + "source": [ + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1.40138477, 1.30298225, 0.50400939, 0.31939362, 0.66477489,\n", + " 0.42567588, 4.95106888])" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lage" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-3471A.ipynb b/lag/data/clag_analysis-origbins-3471A.ipynb new file mode 100644 index 0000000..1abd6f7 --- /dev/null +++ b/lag/data/clag_analysis-origbins-3471A.ipynb @@ -0,0 +1,841 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3X18VPWd9/9XSAKSRBRwbFEoxFBYg1pNKhD6s+qCqFBy\n1UI35PGzbbjorle73V2vSzK22u7P31W07aRre117tbXXlpL21zWmWnYXoevderNU7mro9sb4kxID\nyO2MiDcQhNyc64/vHOcmM8lM5szMOTPv5+ORR2BmMufkmzPnfM73+/l+viAiIiIiIiIiIiIiIiIi\nIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIjJm+4GhBF//K4/7JCIiIi42Fbg46msxJnj4\neD53SkRERLzju8DefO+EiIiIeMN44A3gy/neEREREXFOWRbf+5PABUD7CK+ZFv4SERGR9BwNf+Vc\nSRbf+0ngPeA/JXl+2iWXXHLkyJEjWdwFERGRgnUYuJY8BBDZ6nmYiUmWvG2E10w7cuQIP/vZz7j8\n8suztBsS78477+S73/1uvnejqKjNc09tnntq89x65ZVXuP322y/F9N4XTPCwBjgObB3thZdffjl1\ndXVZ2g2Jd+GFF6q9c0xtnntq89xTmxeXcVl6zzXATzDTNEVERKSAZCN4WAJMB36chfcWERGRPMvG\nsMVTQGkW3ldERERcIBs9D+Jizc3N+d6FoqM2zz21ee6pzYtLNqdqjqYO6Orq6lKSjYiISBr27NlD\nfX09QD2wJ9fbV8+DiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiI\npEXBg4iIiKRFwYOIiIikRcGDiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiIpEXBg4iIiKRFwYOIiIik\nRcGDiIiIpEXBg4iIiKRFwYOIiIikRcGDiIiIpKUs3zsgIlJIOjrMF8B778GBAzBzJpx3nnmsudl8\niXiZeh5ERBzU3AybN5vvZ8/C3r3wzjvw6qsmmOjogMbGSIAh4kXqeRARcVgoFOKppwK8/no3UMqh\nQ4McPlzL97/vZ/FiX753TyRj6nkQEXFQMBikoaGJ9vaV9PZuBOZy+LAF/Ae33HIDzc1/RSgUyvdu\nimREwYOIiIPuvruNnp4HgMuA1cBKYCvwNAMDv+eRR5ppaGhSACGepuBBRMRBu3d3AwuANuABYCFQ\nEn52HLCInp778fsDedpDkcwpeBARcdDAQCkmWLCDiEQWhIMMEW9S8CAi4qCyskHAAuwgIpFx4SBD\nxJsUPIiIOGj+/FpgF2AHEYkMhYMMEW9S8CAi4qBAwE9NzT3ARcDOJK/aFQ4yRLxJwYOIiIN8Ph87\ndnSyenUVZWX/GXgRGAo/OwTsoKbmXgIBf/52UiRDCh5ERBzm8/no6PgeTzzx78A/c+mlK4BGqqtX\n0NKyiR07OvH5VCxKvEsVJkVEHBS7toWPOXPamDwZDh+GGTNg6VJQ3CBep54HEREHRa9tcd55MHcu\nTJoEc+bAhAla20IKg3oeRESyQKtnSiFTz4OIiIikRcGDiIiIpEXDFiIiWRSbQAkHDsDMmSYfAjS8\nId6k4EFExCGjBQo33AD33mteU1eXt90UyZiCBxERh0T3IuzZA/X1JlCYMSOE3x/gRz/qBkpZtWqQ\n66+vJRDwq96DeJKCBxERB4VCJlB44QUTKNx2Wx8nT4Z4990fAgGghN7eIXp7d7NtW5MKRoknKWFS\nRMQhwWCQhoYm2ttX0tu7BdjMwYNX8+67DwELiayyOQ5YSE/P/fj9gbztr8hYKXgQEXHI3Xe30dPz\nALGBwivh/yeygN27u3OybyJOUvAgIuIQEwgsiHu0lEggEW8cAwOl2d0pkSxQ8CAi4hATCMQHCoOA\nleQnhigrG8zuTolkgYIHERGHmEAgPlCoBXYl+YldzJ9fm92dEskCBQ8iIg4xgUB8oOAH7gG2A0Ph\nx4aAHdTU3Esg4M/hHoo4Q8GDiIhDAgE/NTX3ADuIBApTgXVUVd3BzJm3Ao1UV6+gpWWTpmmKZ6nO\ng4iIQ3w+Hzt2dIbrPKynt7eU6mq7INSzvP66j/p6eOwxVZgUb1PwICLiIJ/Px8aNbe9XmPz852Hn\nTli71pSsnjMHvvxlrW0h3paN4OFS4FvALcBEYC+wFtiThW2JiLhG/NoWc+bA889HAoU1axQoSGFw\nOniYDLwI/BsmeAgCNcBbDm9HRMR11IsgxcLp4OFu4ACmp8F20OFtiIiISB45PduiEegCHgWOY4Yq\nPu/wNkRERCSPnA4eLgO+ALwKLAV+APxP4LMOb0dERETyxOlhi3HAbuCr4f//FrgC+C/ATxP9wJ13\n3smFF14Y81hzczPNGjgUERGho6ODDjsTN+ytt/KbSphstZax2g88BfxF1GNfAO4Fpse9tg7o6urq\nok4TnkVERFK2Z88e6uvrAerJw2xGp3seXgT+JO6xOZigQkSkaMVP4zxwAGbOVL0H8Sang4fvYAq4\nfwWTNDkf+PPwl4hI0WpuhiVLQuHqk9309pbS329Xn/SrTLV4itPBw0vAbcA3gL8FXgP+BugY6YdE\nRApdMBhk0aLV9PQ8AASAEnp7h+jt3c22bU1a50I8JRsLY20FrsJUl5wHbMjCNkREPOXuu9vCgcNC\nIulm44CF9PTcj98fyN/OiaRJq2qKiOTA7t3dwIIkzy4IPy/iDQoeRERyYGCglOQT3MaFnxfxBgUP\nIiI5UFY2CFhJnh0KPy/iDQoeRERyYP78WmBXkmd3hZ8X8QYFDyIiORAI+KmpuQfYAQyFHx0CdlBT\ncy+BgD9/OyeSJgUPIiI54PP52LGjk49/fBMVFSuARiZOXMGkSZuYPr2TtWt9NDZGCkmJuJnTdR5E\nRCQJn8/HCy+0sWcP1NfDP/wD3H47PPggqEq/eImCBxGRHIguT/3OOyEmTQrw53/eDZRy3XWDfPSj\ntTz2mCpNijdo2EJEJAeam2HzZvjRj4IcOtTEO++s5MyZLcBm+voe59//fSUNDU2EQqF876rIqBQ8\niIjkkCpNSiHQsIVIBrRSoqTLVJJMFiAsYPfu9bncHZExUfAgkoHo4MBOguvoUPKbJKdKk1IINGwh\nkqFQKMSaNa2sWrUcaGTVquWsWdOqsWtJSJUmpRCo50EkA1pmWdI1f34t3d27MDkP8VRpUrxBPQ8i\nGVDym6RLlSalEKjnQSQDSn4TSC9x1q406fcHeOGF9fT2llJdPcj119cSCKinSrxBwYNIBpT8JpBe\n4qwJNHxAG7NnQ3m5CTROnIC1azVDR7xBwxYiGVDym9hSTZy1i0U1N5ueiblzzeOvvmp6LTo60BoX\n4nrqeRDJgJLfBMaWONvcDEuWhMLDF9309pbS328PX6hMtbibeh5EMqDkN4GxJc4Gg0EaGppob19J\nb68pU93b+zjt7SpTLe6n4EEkA1pmWcBOnF2Q5NkF4edjaaaOeJmGLUTSEJ9V//vfw8CAj9LSNioq\nYNIkk/y2axdYlpLfCp19PBw4kH7irGbqiJcpeBBJQ6Ks+q4uk1UfCkXGr6GU118f5KmnalmyROPX\nhcrOW/jwh49gEmcTBRCJE2c1U0e8TMGDSJrig4RVqwaZP38mu3a9zP7930KVJouHnSj59tvzgJ1A\nQ4JXJU6cjczUST3gEHEL5TyIpKijA26+OcisWcOT3Do7T7N//zfQ+HVxieQtfBu4l+GJsy8mTZw1\nAcWuJO+smTribgoeRFLU3AxTpnydvr71DA8S3iDxXSckS5gT74skSvqATmATYBJn4RNccMFfJu11\nCgT8XHxx4pk6FRX3cuSIX4m24loKHkRSFAwG+cUvniVxkKDx62IUm7dgqkbCVmAz8EsGBj7E2rW+\nhEGAz+fjD3/oZPXqn1FVVQdcCXyUqqq/orFxHj/7mZJtxb2U8yCSorvvbqO//xISBwkavy5Go+Ut\nzJw5yObNyX/esix+/etXOHXqIUwPRgmnTg3xyCO7+fWvlSsj7qWeB5EUmS7q8SQuR12LSZhLROPX\nhSqTvIWODqivV60H8SYFDyIpMl3UyS4WfuAu4EVUaTLCXqehsRGWLjXrOCxdGnnM62P6mVQYbW6G\nSZPSLy4l4gYKHkRSZLqoW4FEF4s/UlYWYvXqR6iuNglz1dUraGnZVNRdz83NsGFDiKlTW9m3bzl7\n9zayb99ypk5tZcOGkOfH9O0Koy0tm8b0d1etB/Eq5TyIpMgsgvUaJqs+AKzHJEoOAhfh8y3l9Om/\n1zLLUcayYJQXxFYa9XHgQBsXXwy9vTBjhuldSeXXUq0H8SoFDyIpCgT8/PKXTQSD9wPfwnTcDQG7\nqKi4lyuv7CzaICGZ2PUbbLFj+hs3tuVp78bOriy5alWAl17qpq+vlIkTB5k0qZaSEj8dHWaGxWjH\ng1ZlFa9S8CCSIntqnakuuZ7e3lKqq+0llL15B51thbp+Q6IelTNnhjhzZjeHDqXeoxII+Nm2rYme\nnvsxuQ+RgNTkTHRm9fcQGSsFDyJp8Pl8bNzY9v66Fo89Zta1sMUvnHXggBm+OO8881ix9UwU6pi+\nUz0qds6EAlLxGgUPIimKDgx6e6GyEm6+2fz/zBm47DKYNQvOng3x3nsBXn+9m97eUvr77YtB8S2Q\nVahj+k71qJhjyhSXUq6MeImCB5EUJTuR270Q7e0wfXphJgiOVaGO6TvVo6LgQLxKUzVFxigUCrFm\nTSurVi0HGlm1ajkf+9ifhcevVfQHMquD4GaRHpVEvNujIpIqBQ8iYxAMBmloGL665r59JlBIrPiK\n/mRaB8GttCKmFDsNW4iMQfKEuSoKMUEwE6MlmXqRZklIsVPwIDIGyRPmCjNBcKziZ5/MmQNf/rL3\nZ59oloQUOwUPImOQPGHO7s4urATBsfJqcJCKQuxREUmVggeRMUg+BdEPNAFfBxqI7s6eOPFejhzp\npLGxsC+qxaBQe1REUqXgQWQMkk9B9AHrmD37Xs6dK+PgwROUlQ0wMFDFxRdP4pJLAkVZ76HQOB0c\nqLiYeI2CB5ExGClhrqLi21x66ffZvftLwA8YGFgAlHDgwBDt7cVR70EXw/TYa2WYHAoVFxP3S5YW\nngt1QFdXVxd1GigUDwqFYk/2kYQ5P35/gPb2lSTOfdhBS8smVy0IlY2L/Ujto4thrNi1MkywaYLR\n3dTU3FPwwaakb8+ePdTX1wPUA3tyvX0FDyJjMNrFds+e5Rw+vIVksy5qa1fw8stbc7W7KXHyYq+L\nYXrWrGn1VLAp+Zfv4EHDFiJjMNqd+Ny53loQKtEqkZmU1S7UpbizpVBXH5XCpQqTIlnglfLFHR3Q\n2Aj19dEX+8zLapuL4YIkzxZfpc3RFOrqo1K4FDyIZIFXyhc3N8OGDSHeffc5RrrYP/poN42NJtCw\nh2tGMtrFcP/+0rTer9B5JdgUsSl4EMkCrywIZa/R8fbbk4m92IeAVmA58EnOnj3I1KmtbNgQSilx\ncvjFMPr9Gunv703r/QqdV4JNEZvTwcN9mDNk9NcRh7ch4npeWRAqkpswnsjFPogpdLUSMIt+DQz8\nlvb2lTQ0NBEKhUZ939iL4fD36+9P7/3cwh7maWyEpUth7lzzPdNeFK8EmyI2p2db3Ad8ClgS9dgg\ncCLBazXbQgqWV+oczJu3nO7uLZjKmCuBGuDTwAPAogQ/kVrmfygUoqHBroPxC2AVhTKTIFtTUDW1\nVdJRiLMtBjG3GiJFyy3BQbz4oOaPf7RzE/zAbZi73fMwpbUTSS3zP3rhqH/8xyfp708WHHhrJoHT\ns1Js5u/iA9qYPRvKy02weeIErF3r3uNJilc2gocPA4eBs5h+y3uA3ixsR0TSZFcyXLUqwEsvddPf\nfxAzXOEDrgGagW+SaeZ/9MWwvPxV+vsLYyZBtqagKjgQr3E6eNgJfAbYC3wQ+CqwHZgHvOnwtkRc\nzY1DF7F3zq3An2HG2RcBr2F6HDJfVjz6d5s3b5Du7uTvd+TIYFqLhdntevgwHDwIZ87AhAlw9ixM\nnAgf+hBceml22lf1GEQMp4OHJ6L+/TLmrNQDfA74TqIfuPPOO7nwwgtjHmtubqZZYbh4nBvXK4jc\nOV8GrAbuxsT49wP2EIazy4rHLiIWwlx8u8Pbe5cPftBiw4ZQyu0R3a5vvPEb3njjBGfPmsXHLrpo\nEldddVXW2lf1GCQfOjo66IjLxn3rrbfytDe58xTwvQSP1wFWV1eXJVKIjh8/btXU3GjBDguGLLAs\nGLRgh1VTc6MVDAZzvk+1tcvC+7IuvF+WBcHw/68IPxe04EYLtof3197vX41pv4PBYLgdtoTfN749\ntqf1vpF23erI+6Uj0n5Wgq9Bq7Z2mePbFEmkq6vLwnQR5mXGQbbrPEzA3MYczfJ2RFwndnw886qN\nTojcOUdXgDS5CXALpsfBB3QCmwAzzRQWM3v2vWNKCLSTJ2fPbgPWM7w9GtJqj0i7PoeZFZLZ+6VD\n9RhEDKeDh28DHweqMWemx4Aq4CcOb0fE9dxYojlSvClR97sfk9+8A5iKCSgeB77CxIklXHbZo6xd\n60u7lkFHB6xd6+PYsUpGmsXx2GPdKb13pF1z376qxyBiOJ3zcCnQAVyEGdzcgbkteN3h7Yi4nhvH\nxyP5B4mSIu0eh29RXv4X9PdXR9UaGHthKztxce7cUvbuLWF43sMgUMvFFw+klOAYadfct2/0FNQX\nXlgfV4/BPcW/RLLN6eBBWY4iYZG7/LHPWnBSRwccOeKnoqKJvr4ZmMlR8T0BPmAlF11Uwvnntzla\na8D8vscxp4lInQRz576L11/fQig0euJkpF1z376qxyBiaEnuAuTGKYLFKHaWQbzcj4+bWQrw1399\nOY8//gKnT38GM6LYgBnBNBfxmho7t8HZ7Zv28BPJU7CZPIX+/h+lVCch0q7OzgpJhT47IobT5anT\nofLUWaRSt/kXW6J5AYkv0Ln7WwSDQa68cjXB4APh/XkD+Bamsu1JJk68mGuvvYrHHsvOMRIKhbj0\n0hvo7/8DyXoLamtX8PLLW0d9H9Ou6zBpVvHtu5OKiq9y7bWdHD3qcyRwVkAubpPv8tQKHgpQbCGg\nBUS6hndTU3OPqxZmKnRuCuLWrGmlvX0lydaYmDZtEx/9qLnrz9bFcPbs5fT0JA8O5sxp5NVXN4/6\nPna7Pvvsbzh48ARlZabOw8yZk2homA2MY9eu1+jtLaWiYpApU2qpqfFnFEy46W8pku/gQcMWBShb\nJXQlPW4bHx+tOuLkyevZPPp1e8w6OuD4ccg0T8Fu18OH2+jrg8rKSIXJd98NsmnTas6diwTOfX3H\n6evzc+zYDQwMzKK/n7Qv+tla00JE0qciUVkyWiGbysrF1vTp66zKymVWefkKq7JymTV9+jpr6dKg\n9fDD+d57yZY5c1YkOSbM15w5K7K+Dy0t0cWp4r+2Wy0t6xx+/+NJCkmlV6gr2/udiYcftqwVK8zX\nTTdZ1pw55rv9mD7ThanQi0RJHow8RfAN+voOc+jQSk6f3kJ//2ZOn36cQ4dW8vzzTbS3h2hsJO25\n/OJ+kVkKieRm9ke26yQMr63RRuJCUukV6nJjzQ5bczNs2BBi6tRW9u1bzt69jezbt5ypU1vZsCGk\nXAzJCg1bFKCRpwj+dyxrA4nWGTh3zuK11z7N9u2Pqgu2ALlh9keqdRLGmqA4PHB2ZiErN9bssI00\npNLZ2cR113UyYYJPSZ3iKAUPBSj5RSIIPAv8ffjfq4mfb79v304aGjSGW4gCAT/btiWf/REIdGZ9\nH1LNAxnromLDA+fML/qmPoa7anZEi81xir0hOHNGNwSSHQoeClDyi0QrpghoCbHdubZxwCIlVRYo\nN1RHTPXud6wJisMD59Qv+iP1dpx//mWcOmUvXR4vv2taRBJhi+OGQNNm3UE5DwXIvki0tGyiutos\nbFRdvYILLngZGI85mbp3DFeyw15j4sSJNmbP3sqcOZuZPXsrJ060jWnNimxKZ1Gxjg5obDRfvb1+\nysujcypqMZU0E4m96CfLHaio+CJlZS8B64DtxOZqvMisWV/O65oWkSGVZPkdi/K2EFs2KMfDHdTz\nUICSdQ1v394IzMVU5Ru5O/fNN0tpbDT/U3SfGbfcKXnpbzbatNLoXIXoIY4//KGb/v5yqqq+AJRx\n6tSFlJVtYWDgRySqpBk9VJO8t2MN8HfAh8OP309kTY6LWLjwirze0UeGapzJ73A7TZsVTdXMMTOF\n0566dsOI0zlra5dZwWDQamlZZ1VXL7NghVVdvcxqaVmX8vQ2iVBbpiedaaXHjx+3amoST8csL7/R\namjotqZPX2dVVIzc9smnY4489bmqallep0NG9jv/U3Fzwc3TZnMp31M180nBQ45FPnRBC6634MWk\nH8Cmpi8kPSGnMz9eRr64ub0t81VDYLRaJdEX7NEuJhMmrLMqKy1ryhTLqqy0rIsusqy6uuH7n3yb\n7r4oB4PB8PE1+g1BIRjt2CiU33M0+Q4elPNQRAIBPxdffA+wD7P08lcZPoZr5tuXlJSmPOYsI0tn\n/N5t8jW+bHIRdmFmD7QCy4HG8Pc1fOITs97fdvIaDCHgF5w79wSnTzdywQXL+fSnW+nuDtHVBZs3\nxw7jJJ+Omf/6GCOxc5xmz7YwuR6J5Dep00lunjZbTJTzUER8Ph9/+IPJtt+6tZtQqJzS0i9SUlIG\nfIAJE2Dy5FpqajrZtq2FkRMqC2P8NBfSGb93m2yNL4+WB7J8uZ/nnruNAweGgAeJXb57Jzt3fuX9\n5bsjF5PoaYoDwEFgI5bVltJ+J6+PYiddxi9fDm64KNs5Tpdd9iiHDzdx5kz+puLmgtuWupfc07BF\njjz8sGUtXRq0pkxZZ5WWLrNKSlZY48Yts8rK1llTpgQTduG6oZRxofBqWz78sGVNm/alEYe3Mhlf\nHikPJJ1tm27sY1ZsGep1FmxPa7+TD38ELWiw4Ffh4SZ72Gm748NOmQ4TFUNujXIejHwPW+STgocs\ns4OGadO+YJWU/MmIY+7xJ63x4zWu6BSvjtEeP37cKi+vzcq+p5IHkmq7mYvJZ+MuKOm3eSR3YPuw\nIOG88z5mTZv2pVGTLp0w1gCgWNa4GOnv5PYcIiflO3jQsEUBW7w4yNe+tpqjR2cAP2a0VTajK/qd\nO3cEM37qvqI4XuOGstBjcffdbfT3X8JI48sHDpSydGn6009HW/m1ri7Am2+mNrYdCPj5x3+8gf7+\n6GG29MfFn3nGR01NJ2fPBnjzza9x5swJYADLquLcuUmcPXse117b/v6y3tlYHTWTYSIvTcXNRPTf\n6eTJ9Zw7V8r48YPvD7k+84yvKNqhmKnnIcsi3Xuj34UNvxMMhruBXyya6D5bd25evVMyd/4jHTvH\nrLKyj4zpbnzkXoVj1gUXfMQqL78ipd6Dhx+2wvsQ/fzYe3vyOTtGXfKSKvU8iGPik9BeeMFO1Bv9\nLmz4naAPMyMjANwLvEd19ZScljLONbvY0KpVAV56qZu+vlJef32Q8vJarrnGT0eHqcKY7h1evstC\nZ7bIlF1ULH7dhAFgPwMDP2FgYAHRd8g//3kT117b+f4deqLtJM+YDwLNvP32Q8BjUduOF+mxaW6G\n9euhu9uKes/alH42kdF6RbJZuj0XybVuKVomMlbqeciC2PHSupTvwkYbXx4/fllBjp9Gi73jPG6Z\npLtbLVhilZXVWqtXf2lMd51uGIseyzh6bFGxLVZqCYlBCz5rVVXVj7id5Mdb9PvavV+j99gMv2NP\n/WcT/975yVHJVXJtvhMr3fCZ8Lp89zzkk4IHhw3vbrVPgqN3hXp1RoCTIhcg+4IZ3239oquHGZIZ\nazf8yEXFEl1gk7Xb8O2kXs0xGD5+zUWupOQKa/r0ddbSpcGYC0zioaFjFnzWKiurtWBZyhfIfH4W\nchG4uKVoWb4DGK9T8KDgwTHDT8jRJ/9Ed2G/SjuzvZBF2qCwxp3HOo4eDAatiy+2j5tb446PRBfY\n1LeTPA9kyZgv3PEXo4qKZdb06eus668PWnPmWNYVV1jWBz5gvq68MnK3W1dnHqury/9Mo1zkPLgh\nr8ItAYyX5Tt4UIXJAjK80p4fsCtKdgCbgE8AN1FWdiWrVz/yfvZ2pKIfDK/qt5j9+09z880hV628\n6LTIOHxhrTiavAIjjPT72EXFWlo2UVZ2jNgchURVF1Pfjp0xP336JiorV1Be3khl5QrKyk4meF9b\n8gJAiVYM/djHtnLNNW1MmuTjvvvg97+H3/8+xK23tnLqVKRa5lVXtfLcc69w1VWmimZkplEiu3jn\nndqsfQ4CAT81NdGrgkJ05VcnVu9MfDzYn/mv097+b1RVLWfGjNasfea9XHVV8k89Dw5L3N0a3e1b\nZ02cuMyaNMncjUWPL0buBOPHtlMfK/a6SM9DYQ3hjLUbPnpcurIy/m480d1r5u2Wzbvi5He7W62y\nsrlRj9s9dVssuMuyh0zgBquq6gqru7t7zPuQiky78+36LtOnr7MqK5dZpaUrrNLSZVZ5+TqrvDyY\n4O+U+nCTU9TTmbl89zzkk4IHh9gn+aqqsSc92iecior4sW1vd9mnI52prV7ixIk6tYTE+KGN9LeT\nzWmtyQOTRMmfL1twVYILanaDaCcSCY8fPx4ebored5P/AXMsmBv1+OiL5GXjM68cq8wpeFDw4Ihg\nMGjNnp35SaCY7wgiF67PJriYeDeAcuJuPvaifix8wf1TC64MX5DmW5WVVzlyEUp25/3QQ8GYO+ry\n8hVWZeWyhAmUiSQ/thM9nv+8gLGKTXRdZ8F1Fsy2YKtlAj77+LZ7HG7M+We+mM8zTlHwoOAhY5Hu\n2F9aiRMjU58lUMx3BJFy3l8Ml/PO/loGueDE3Xwqpc7PO+9j1sSJH894O8nuvJcuTXRHnXr3evJj\nO9Hj+b+4jbUXInatj60WXBH+m8QnUNtBRO4/825I2vQ6BQ8KHjIW+0GMndoGN1gVFdendGdmWboj\nsBXSNLL4MfB079ijjXbSnzbti45sZyzbHu2Ck17PgzuC6JF6YZIFFpWVK6IChXVWpGch+vcMWlCf\n4PHcfOar2oiKAAAgAElEQVQT92SZmiolJbXWtGlfcuSYKWT5Dh5UYbIAxFal8wHR1e+GmDVrBU8+\nmVoVQ6+uw+Ake4ljaGP2bCgvJ2trGeSC2d/442JsRquAOHnyel5+eWvG24lmV0R87rnMqi8mP7YT\nLbmd32WfOzrghz/s5le/amZw8IfErnOxi1/+sonnn/8egcCPeeGFbnp7S+nvN1VLL730LHv32m31\ndaAq/HtEV/X0Afa6JWOvxjlW9mybvr7/h2PHnsOyNr7/O1rWEEeP7qaiooklSzrD+yoSoZ4Hhzg5\n1ODVdRgkN0Y71ioqVmSlSmAwGLQmTVqY0XGe/Njeapkkwuh1XO6y8pn3cvz4cauq6ooR9mGLdf75\niRI6d4R/zq6XsSKqZyG+h8H+/+h1YLJFwxdjp54HyZi5C3LmLinf6zCIuw0/1qLXuyilv7+XqVNb\nCQT8KR0rqayzsHixWWnynXcmkslxHn1sP/vs1zh48ASlpe8xOGi/3+cpKRkHnM95553HuXNPMzj4\nA8wd+ThMvYVd4XoLnaP+bpm4++42Tp3ykbg3AOA53n33ByRaf+PUqW8xbtx/Y2jIwvSgXI7pWYjv\nYYj+v72OzXpMD8W7zJ5tsX37o45+5pOvv5NIbG+S1uRwFxWJKgCxBZ7ipdftGF9s54Mf3Mzbb7fz\nyCMwbVoLZWWNWS8gI+4Ve6wFgSZgJbAF2Ex//29pb19JQ0MToVBo1PdrboYNG0JMnWoKNNmFm6ZO\nbWXDhhDNzdEFherJ5Di3j+0jR1oJhYaA+xkcnIZZrv4VoBvL+h2W9SDnn1/Cddc9wvTp/xRTxGr6\n9E3vL/ucTWZ4yB5uSOQVYodZot1CVdV4TKGpWmAxpljcjeHvdgEqu4jcdmAqZljrceArTJxYwmWX\nPcratT5HP+Pxf+9z5+KLj0WLXTo9lWNFioOGLRySzaEGlZGVaLHH2l0ZdzmncnxFEh2d6V6PdJW7\nt8vcDA+NlMg42vDRUquiwp5tYX+/y4LFFlxtQa0FV1olJddZ48dfb02cuNTKRWJw8vV3Rk/W1Lko\nVr6HLfJJwYODsjU7QGOSEi165kZJyRUpn/iTGe34MjM3oi+U8bOJllmTJl2d1nEeCUbcO7PI7ONI\nwdkNI+77pZcus5YuDVpTpqyzxo2zA4YrLFhojRu31JoyZZ115ZVBq64utytbJl9/Z/Tzi85FsfId\nPCjnoQBkc3bAaNn1o2W4S2GJnrkxd+6r7N2bWpdzMrHHV2z+BAzw7rtHuPTSD7B3r4Xp3h4+m2ho\naAVr1/pSPs4ja5hEzz4Y2/5ni5kZ8qeYYYX7MWtR2HkXOykrO8zAQPwMEdsubrqplo0bnZlh46Th\n5xM/Zugr/nccnluic5G7KHgoANlMFIqcaBPJ7wlW8suJRN3I8RUEVgMPYE/ZgyHefnsng4N3MHwq\npW0Xq1bVsnHjWPY7v9MxRxII+Nm2rYmennXAL4hOZKyqeoMnntjI5z53Lz09o1903WT4+cRHbLLm\nMaqrP5gwQVvnIndRwqSMKHKiTSS/J1gndXTAzTeHmDGjlaqq5Ywfr8TQ0TiRqBs5vtowgUP8KouL\nOHXqW5x//n/BqZUmI/vtXKKx03w+H62tnUyf/hwVFa8ApZSVDTJt2kdZtOhZ/vqvP0ZFxfBVSXOV\n0DlWic8ndg/J44wf/0Fmz97KiRNtw5I1i+VcJKNTzoMHFMs4o5Kx0udEom6qi5FVVi52rHJlZL/t\nZMKxl3PPFicWyEp3e05VIR1JJueTYjkXpSrfOQ/5pODBA4qlaJROTOlz4oITOb6WJGl78+V0OWg7\nwfhDHzLJhGVlJplw5sylritDnotAIlfBcybnk2I5F6VKwYOCB9crpHUektGaHvlhByBlZfU5a3/7\nYlxXZ1kXXWRZlZWWNWWK+X7RRdb7MxDctK5Ctj+DuQyeM/ldiuFclKp8Bw/Jsk9yoQ7o6urqoq6u\n6AInzyiWqm5z5zayd+/mpM/PmdPIq68mf14ys2ZNK+3tK0lcUXEHLS2b2LjRXTMHciUYNBU2TaGs\nBdjJpLCbiRPvYdq0TmpqfBl9JufNW0539xaSJY/W1q5wZM2STM4nxXIuStWePXuor68HUz1tT663\nr9kWMqJi+UA6WeJb0heZXeCt2QO5EKmwGR1YnQB+wZkzFq+91ohlTQnPUEitLHi8XM1kyOR8Uizn\nIq9Q8CCjKoaIvxBXE/XS381eZfHs2QAnT67n3LlSxo8fZPLk2vdnD7hlX3NteH2D4dNazWqbu9m2\nrYkdO9Jfg0bBs3iJch48pNDHGgs1GSsXf7dcZeoXq+ErmTqfn6CEYe/Jd85DPil48IhimcZYaAFS\nrv5uxXJ85MvwZF7nk3sLNXguZPkOHlQkysM6OqCx0XwtXQpz55rv9mNOFTaKHXONLuCzkJ6e+/H7\nk5WM9Y741UTnzNmctFiNV+Tq71YMx0c+xRbjCgFv4nR+gr1ceUvLJqqrVwCNTJy4lIqKr3D0aDmX\nXro2b0XTVMBN4qnnwQG5uFvWNEZn5Kp7P9fTH3V8ZFekV2CLZYpa3eh4e0dPX50yJWiVln7Bgj/J\nWW/SSLUsli49bl18sXq24qnnQcYsGAzS0NBEe/tKenu3AJvp7X2c9vaVNDQ0EQqFHNmOaso7Y/Hi\nID09TRw6tJLTp7fQ37+Z06cf59ChlfT0NLFkiTN/L3s7AwOTycXfTcdHdtnJpBUVbZj1H+pxuqx2\nczNs3gz/+q9BJk9uYnDwNPBjctWb1NwMGzaEmDq1lX37lrN3byP79i1n6tRWpkz5OsGgerYkQj0P\nGcpVkpPuLJ2Rjb9Xoju2adNSK/msngdvibRz0EpcVvtXGd+Jp1ou3Om/6Uh5MyUltTq+ElDPg4yZ\nmcK1IMmzC8LPZ86JBZAkO3+vRHdsb7zxRHg7ufm76fjIjUgPj70S5SbA5CfACsrKvpTxoliRYzS6\nNykEtALL39/W3r1HHM03iM2beSO8vRXAA1jWeNSzVVy+jKny8p0kz6vnIUPDp3BlZz0AZWI7Ixt/\nr8R3bPZ2sneHGk3HR27koocncoza2zoePobiewScXTws8rsl2t6t6nlIoFB7Hq4F/gL4HSRdQ1Uy\nlKslau0xV68t/+s22fh7JZ7pYG8n0R3qJygr+0tH/26JMvWrq1fQ0rJpTAWLJLFc9PBEjlF7W8mX\nSncy3yDSq5Joe/NQz5b7ZKPCZBXwM+DzwNey8P4SlquqiKYSoQ/zwS4sHR3Q3h6iuzvAyZPdMZUN\na2v9tLQ4V9kwG3+v4dUHIXLiX4gJIKL/bju4/fZNbNzo3AXdVLI025k9G8rLTSXLEydg7Vp3VbL0\nslyU8I4co36gCRNIJAsQFrB79/qMtwnRQYt9PIfC37uBAWAL8COgAZUuL1w/Af4u/O/ngQeTvE7D\nFhlSd3HmclngKBt/r8RDIcmGK3RceFkupvrGHqPHLFiYk6HRSKLmiiRDF8cs+KwFc6yysmWqYGrl\nf9jC6Z6H1cDVmGEL0JBFVmk9gMwlXnQodhqYU6s5ZuPvlXhNAnu44luUlPwFllVNRcUgH/1oLY89\npmEEr8pFD6A9BOX3B3jhhW56e08x/PiyOTc0GulVsXs64j+TH8Dcl77I7bf/c9GusOomTgYPM4D/\nASwBzoUfK2GUZb/vvPNOLrzwwpjHmpubadZVb1SFPJyQK4m7/W3OdcuCc3+v6AWvTp6MHqKA2O7e\nc4wbN4HKyrlcc42fSZN8GkaQEcUPQZ040co772R/aNQOrI8e/TR9fV0k/4w0sHv3A45s00s6Ojro\niJva8tZbb+Vpb5z3ScxAVH/U1xAme+scw4MIDVtI3uVqxorT7MqiH/rQYstUAvyVBUeTZMYXdyU+\nGbtcD40Gg0GrvPxqT34mcy3fwxZOzrZ4BrgC+Ej462rgJUzy5NVoCENcKFczVpzS0QE33NDNtGlL\naG9fycGDTwP/DvwTptNvParEJ07J9UyaZ57xMX78xXjpM1msnAweTmH6Su2vl4E+zCouzlQrEnGY\nVwoc2YsD3XXXF3nhhUYGBx8iEiT4gG8DMzHZ6Ik4VzRMioe9YNzvftfG22+3U1Y2lwMH4Cc/eZVp\n01qYOtXZxamam+HTn74KL3wmi122K0za3SoirhQI+KmpuQfYgRllI/x9R3gamD9/OxfFXq/i6NHT\nmPSiRGPQWmNCnBW/5sXAwEqGhrZgWZsZHHycN990dl0W8M5nsthlO3i4EfhvWd6GyJh5pQBWZFbI\nG8D5JA4SvDUEI96Ry2XXVXTMG7JRJErEM7wyYyUyK6SUSJAQH0DUAjtJPHSh7l4Zu1zOSlLRMW9Q\n8CDiAZHyvYPA5cROzwQzRbMPaMEspaxKfOKcXC67ruDAG7SqpsfYiXMzZrRSVbWc8eMbqapazowZ\nziYuibvErjmwGIgeEw5iSgl/BtgG/DPwCeAmSkquZNq0h101BCPe47VZSZJ96nnwmMWLg3zta6s5\ndOgBTDdiCf39Q5w+vZsJE5pYsqQTk30vI4kutPTee3DggOkaPe8885jb7n6GrzmwDvgFZmrmEeB7\nRHoiIkMwlrWDm292di0LKT6R46+GSBEyewjtIk6enEVHx8ifmVyuIyOFTUWi0vDww5a1YoVlTZ9u\n14BPVEBlu9XSsi7fu+oZdqGl6uplFqywqquXWS0t61xZTGn4mgPrwksVL7FgjpYslqwKBoPWzJkf\ns6AhQRGyF61Zsz4+6ucml+vIFINCKhIlWdTcDBs2hHj33ecwK+olkt25/IU0ZBIMBmloaKK9fSW9\nvVuAzfT2Pk57+0oaGpoIhZybeuaE2Az0/wy8SnV1CS0tV1NTMxtN0ZRs8vl8NDRcg6knMnx57v37\nvznqjItcztiQ7NOwhUcEg0EWLVrN229PJl8XikIaMsnlglhOGCkD/fjx5eRi8SIpXh0dsGXLa4xc\nhGzkGRfpztjw2tBisVHPg0dELnbjyVfiUiHdOZgTWX56cBIZrVcHTLGezZvhqafg1VfN982bYdUq\nb1TJFO9qboZLLslsxkW6Mzbs3tapU1vZt285e/c2sm/fcqZObWXDhpAChzxT8OARkYtd/i4Ubrvg\nZiKXU89SYVeQPHRoJadPb6G/fzOnTz/OoUOjV/BTRT7JhdgZFyGgFVgONALLeO21gyMOX6Y7Y8Nr\nQ4vFRsGDR0Qudn5ip+kR/v5i1i8UbrvgZsJtU88y6dXxSpVM8bbIOjD21OCVgLmowxYGBr4/YqCb\n7joyhdTTKc7SbIs01NYui8pQDoaz7c0sAbjVKiv7iLV0adB6+OFc7YO3s/pbWtw1a6WQ2lYKU2TG\nz2fDs37S++yku7y3PhMj02wLSUls1G6XU96Kifq/xu2338STT2Z3nrRXVqBMhdu6+gupV0cKk93D\nVVb2MokXZoORhi/T7SHTZ8LdNNvCIwIBP9u2NdHTcz8m7yD3pYfdsA9OsU9kZ88GOHlyfUzBGvtE\nlsuErMgwimZMiDvZ68DMnXsJe/emf1FPdx0ZfSbcTcGDR7jhYueGfXCK2xbEilTwS3RH561eHSls\nubqo6zPhbgoePMINFzs37EMhSFSmt7y8j9LSpxgc/AHmZOndXh0pbLm6qBdST2chUs6DSI4lmpbZ\n1/cUg4PfpKrqDmbOvBVopLp6BS0tm9ixoxOfTzMmxB1ylS+kWUTulmzgKhfqgK6uri7q6vKSLCqS\nF2vWtNLevpLEd247mDZtE5bVxrlzIfr6AvT3m0WIzjtPiwiJO4RCIfz+AC+80E1vbynV1YNcf30t\ngYBfgW6O7Nmzh/r6eoB6YE+ut6+eBykqblifY7RiW5Mnd/Pb3waZPLmJ995byeDgRgYH53L6tMWh\nQ//B00/fwF13/ZXn1hORwtDRAWvX+jhxoo3Zs7cyZ85mZs/eyokTbaxd69MxWSSU8yBFxQ3rc6Qy\nBS1SIOcyYDUQ2V/LGuLo0Z1UVHhrPREpDPaaEnbuTl9fgO3bI0ts/+Y3tbS3q3es0KnnweXccKdc\nSNxQtS5xdUu73O8y9u49xE9+8gSmd6INEzgMX8lQVfYknzIpqS7ep+DB5dz4AY0PaMrKGiktXUJp\n6Q2Ult5MWZl7Axw3rM8xvNhWdLnfrcAeLKsaEyzkf39FEnFDIC75o+DB5dz4AY0PaAYHf8TQ0BBD\nQ99kaOgJBgfzH+Ak44aqdcOz1duA+4n9G9u9E/nfX5FE3BCIS/4oeHA5N35Ahwc0ybrW3XcH4oYF\nseKnoMETDJ95YfdO5H9/RRJxQyAu+aPgweXc+AGNDWhCwHO4LcBJxg3rczQ3w5NP+nj99TZOndrK\nnDn2EEU0e/XUi4CdSd5JVfYkf9wQiEv+KHhwOTd+QCMBjT1WPxm3BTjJuG1BLEj2N/YBnUAl8Bng\nRdyyvyKQeiCupO/CpODB5dxwpxwvcrGzhyvGE7n42bMGlgONwDJee+2ga04SbqpaZ59U9+8/jQlm\n4vmAzzBt2s1Mn/7Ped9fkWipBuJuTPoWb6sDrK6urnwvi+5qwWDQqqm50YLtFgy+v5Y9bLdqam60\ngsFgzveppWWdBTssWGbBkAX2/49bcGP430NR+/pi3vbVzY4fPx7+2/4y3G7xf2O1m7jXww9b1tKl\nQWvKlHXWuHGLLbjagissWGjBDVZJyfXWuHFLw4+/GD6u47+2Wy0t6/L9q3hSV1eXhblry0uJZvU8\nuJyb7pRtkTuOc5jhCnt8vpXhswZUkyCZSOLprZghik3ACkyPzWIqKu5R74K4lp2788orrVRXDwE/\nAH4H/AummJmZfQWXAA1J3sVdOVGSOlWYdDk3rmRpBzQHDtzKwIBFZHz+VhKv1wDmJLE+Z/voBeak\naQdU8X/jIWbNWsGTTypwEHeLnX0FsbOvQNONC5N6HiRt9h3H7bffSCQfw4e5w9BJIlVunEkjkq7R\nZ1+5L+lbMqfgQcZseMKUThLpcONMGpF0jT77yn1J35I5BQ8yZvH5GCUlR0g8awB0khjOjTNpRNI1\n8uwriOREuWd6tGROwYOMWXyxo+PHn6Km5qvoJJEaN9acEElXJAi2hy+ig+IQJq9nHPBF4ErgGsaN\nu5UpUzTd2MuUMCmOsXsizp4NcPLk+veX6J08ufb9k4SW6I1Qe0khCAT8bNvWRE+PPXzhxwxf3AX8\nHdHLyZvgeBfV1feyY4cfn0+Bg1cly9bKhTqgq6uri7q6vExTFRGRDHV0QHt7iGefvZWBgV9jLish\n4NOYwGFRgp/aQUvLJjZudM8sMq/Zs2cP9fX1APXAnlxvX8MWIiIyZslnX1Wi+g6FS8GDiIhkbHgO\nj6YiFzIFD1JUQqEQa9a0Mm/ecubObWTevOWsWdNKKKT6+iKZGL7UfC+aily4FDxI0XjooSCzZjXR\n3r6S7u4t7N27me7ux2lvX8msWU388IcKIETGKn72VUvLLWgqcuFS8CBFY9euNvr67LK50WtvLKSv\n73527tTaGyJO0VTkwqbgQYpGbBndeErgEnGSGxf1E+eozoMUDa0lIZI7blzUT5yjngcpGlpLQkTE\nGQoexHFundGgtSRERJyh4EEc5eYZDUrgEhFxhoIHcZSbZzQogUtExBlKmBRHmRkLyQKEBezevT6X\nuxNDCVwiIs5Qz4M4SjMaREQKn4IHcZRmNIiIFD4FD+Ko2BkNIaAVWA40AovZv/80N98coqMjX3so\nIiKZUvAgjorMaNgKNAErgS3AZuDf6Ov7Bj09TSxZonUkRES8yung4QvAb4G3w1/bgVsc3oa4mD2j\noaKiDVjP8FkXDfT03I/fr3UkRES8yung4XXgbqAOqAeexdxyznN4O+JS9sp6s2ZVAg1JXqV1JERE\nvMzpqZpb4v7/VUxvxHzgZYe3JS6mWRciIoUrm3UeSoFPAxOAbVncjrhQZNZFogBCsy5ERLwsG8HD\nlZj6vxOAM8CfAfuysB1xsfnza+nu3gXUYIpGdWPiyUHgIk6enEVHhxnmEBERb0nWr5yJcmAGcAGm\n5+FLwA3AnrjX1QFd1113HRdeeGHME83NzTTrquJpoVCIa6+9jQMHhoAHgQWYw20I2MmsWV9h9+7H\n8PlUElpEZCQdHR10xM1vf+utt9i2bRuY/ML462vWZSN4iPc0sB/487jH64Curq4u6urqcrAbkksd\nHXDXXX/F0aPNwKIEr9hBS8smNm5UqWgRkXTt2bOH+vp6yFPwkIs6D+NytB1xkeZmmDz5NTTjQkSk\n8Did8/AN4JeYKZvnA6uB64H7Hd6OeIBmXIiIFCangwcf8FNgGqZI1G+BmzH1HqTIaMaFiEhhcjp4\n+LzD7yceFplxsTDBs7vC62CIiIjXKBdBsmbhQj8VFfdgZu4OhR8dAnZQUXEvCxf687dzIiIyZtks\nEiVF7o47fHzqU534/QF2717PwEApZWWDzJ9fSyDQqWmaIiIepeBBssrn82k6pohIgdGwhYiIiKRF\nwYOIiIikRcMWUhRCoVA496I7LvfCr9wLEZE0KXiQgvfQQ0Huums1fX0PYBbpMmtsdHfv5uc/b+LB\nBzu54w4FECIiqdKwhRS8XbvawoHDQiIFq8YBC+nru5+dOwP52zkREQ9S8CAFz6yhsSDJs1pjQ0Qk\nXQoepOBpjQ0REWcpeJCCF1ljIxGtsSEiki4FD5IzHR1w880hZsxopapqOePHN1JVtZwZM1q5+eYQ\nHR3Z2a5ZQ2NXkme1xoaISLoUPEjOLF4cpKeniUOHVnL69Bb6+zdz+vTjHDq0kp6eJpYsCWVlu4GA\nn5qaxGts1NTcSyCgNTZERNKh4EFy5u672+jpSTzroafnfvz+7Mx6eOYZHzU1nUyfvonKyhWUlzdS\nWbmC6dM3UVPTyTPPaJqmiEg6VOdBcsbMakgWICxg9+71WdluczM0N/sArbEhIuIE9TxIzgyf9RAC\nWoHlwCfZt+8ga9a0EgplZ/hCREScoeBBciZ21kMQaAJWAluAzZw791va21cya1YTP/yhAggREbdS\n8CA5EzvroQ1Q1UcRES9S8CA5s3Chn4oKe9bDy6jqo4iINyl4kJy54w4f+/d30tKyifHjj6GqjyIi\n3qTgQXLK5/OxcWMbs2dPQ1UfRUS8ScGD5IWqPoqIeJeCB8mLXFR9zFc5bBGRQqciUZIXdtXHs2cD\nnDy5nnPnShk/fpDJk2vfr/rY3Dy29w6FQvj9AbZv/w29vYfp79+IKU5VQn//EKdP72bChCaWLOkE\nVF1SRCRdCh4kL5ys+mgHC7t3dxMKDfDGGwexrI2YnIr1mOmgtthy2Bs3quqkiEi6NGwhnvbQQ0Fm\nzWqivX0l3d1bCIWuwrJ+DNQAz6PpoCIizlPwIJ62a1cbfX12sak3gOeAyzDVKyej6aAiIs5T8CCe\nZnoPFhApdz0Z+DameuV4NB1URMR5Ch7Es0KhEIcOvYnpXbDLXY8H7IBC00FFRLJBwYPkVSgUYs2a\nVubNW87cuY3Mm7c8pZU17VyHd96ZiOldiA4YzmECCj+QaDroi1RU3MvChZlPBxURKUaabSF589BD\nQe66a3U4Z8FMpYQhurt38/OfN/Hgg53ccUfiqZSRXIdfYHoX7OW+/cANmIDCB3SG33t9+DUDXHDB\nEf74x6fx+TRNU0RkLNTzIHkTm+yY3sqakVwHu3fhXSIBw59iehsI/78N2ApsBr7GbbfdpMBBRCQD\nCh4kbyIBQCIjT6U0MyVKiPQuWEQChr8Fvko2q1eKiBQzBQ+SN5EAIJHkUylDoRDHjx8hMpPCBzxK\nJGCYigkofgEsBq6houJWpk/f9H71ShERGTvlPEjemKmSFokDiNiplHYVySee+A3Hjx/GsuYDO4GG\n8Cui8xvuoaTkPSoqpjB58keprfXT0jL2ctciIhJLwYPkzfz5tXR37yK2fLQtMpUyNrHSLjldg6nr\ncD9m6GMcpsfhk1RUdPHgg5uTJluKiEhmFDxI3ixc6OfnP2+iry86ABgCdoWnUnYC0YmVdsnpNkxv\nhWZSiIjkg4IHyZs77vDxqU91hhe1Ws/AQCllZYPMn19LIND5fgBgEifXMbzk9PCFtT7wgUYFDiIi\nWaaESckrn8/Hxo1tPP98O4sWzQVg+/ZXueGGlveLRZnESZWcFhFxC/U8SN6NVizqggvKMRUkA0RK\nTo+cJyEiItmjngfJu9GKRVVWniWVktOq4SAikhvqeZC8MzkNdjXJUPjf3dhJkIcPv0FJiYVlJS85\nXVZ2hJqap3nmGU3JFBHJNgUPkneRYlFBYDUmtyEyfHHmzE5KSz/P4OAOYBHDEyV3cPvtm9i4UYmS\nIiK5oGELybtIsSh7We344YtFDA5+m9LSL5Co5LRWyBQRyS31PEjeRYpFRQ9fxLuFmpoHWbRo04jT\nOkVEJPsUPEjeBQJ+tm1roqdn5LUuoIKNG9uSPC8iIrmiYQvJu2ee8VFT00lZ2UlUw0FExP0UPEje\nNTfDk0/6uP32GzE1HBJRDQcREbdQ8CCusXChn4qKRDUclBQpIuImynkQ10h1rQsREckv9TwUmY6O\njnzvwojstS5efnkrr766mZdf3srGjW2eDhzc3uaFSG2ee2rz4uJ08PAV4NfAO8Bx4J+AOQ5vQzKg\nD3juqc1zT22ee2rz4uJ08PBx4O+BBcBNmGGRp4AKh7cjIiIieeJ0zsOtcf9fg6k5XAf8yuFtiYiI\nSB5kO+fhwvD3N7O8HREREcmRbM62KAG+A2zD1B1O6JVXXsniLki8t956iz179uR7N4qK2jz31Oa5\npzbPrXxfO5PVAnbC9zDDGP8XcCTB89MwyZWXZnEfRERECtVh4FrgaK43nK3g4e+BRkwC5YERXjct\n/CUiIiLpOUoeAodsKAH+F/A6UJPnfREREREP+D5wEtPj8MGor/PyuVMiIiLiXkPAYPh79Ndn87lT\nIiIiIiIiIiIiIiIiIiIiUtTuY3guQ3z9hsuBzcBbmMWxdgAz4l7TADwLnMIkVz5HbELl/gTbeSDu\nPaAc+f8AAAV6SURBVD4EPB5+jxDwP4DyMf5ebnYfmbX5rAQ/b3+tjHqPycD/F36Pt4CfAhfEbUdt\nHuFEm+9P8LyO87GfWy4BHgaOYdprD7HtDTrOo91Hbtp8f4Lt6Dgfe5vXYBacDAJvA53AxXHv4brj\n/D7gd+Edtb+mRj1fA5wAvgl8BHMSvRWIXku5AfPL+DGNVAN8Chgf9Zpe4N647VRGPV8K/B54Jryd\nxcAh4H9m+gu60H1k1ubj4n72YuBrmIMuerGyfwV+i1nQbGF4m5ujnlebRzjV5jrOI+4j83PLc8BO\n4KPh5+8FBoCro16j4zziPnLT5jrOI+4jszavBHqAx4B5wBWYQGIXsTWbXHec3wf8ZoTnHwF+Msp7\n7AT+31Fe0wv8zQjP34o5QD8Y9VgTcAaoGuW9veY+Mm/zeL8B/iHq/5djIuBrox5bEH7sw+H/q80j\nnGhz0HEe7T4yb/N3gf877rE3MIvzgY7zePeR/TYHHefR7iOzNl+KaavodrkQcwwvDv8/Z8d5ugtj\nfRhTDvM1oAOojnqfZcAfgSeB45hA4T9F/ezFwHxMF8l2TFfX88DHEmznbsxB+BvgHmK7UxowUdOx\nqMeeAiYA9Wn+Pl6QSZvHq8dEmhuiHmvA3BX/OuqxXeHHFkW9Rm3uXJvbdJxHZNrmW4DVmC7bceF/\nj8ecY0DHeSLZbnObjvOITNp8AmAB56IeO4sJDOzrqCuP81uA2zDdJYsxXVZHgSmYCGYIM37yN8BV\nmANmEFMwCkz3yRDmIPoc5oT6IPAeMDtqO3cC12G6ZNZixnai79r+N/BEgv17DxM9FZJM2zze94E/\nxD12D/Bqgte+Gn4/UJs73eag4zyaE20+EdMNO4Q5ub5F5G4MdJzHy0Wbg47zaJm2+UWYNv4Opu0r\nMRWdh4AfhF/jieO8AvOL/1fM+hRDwM/iXvMvmIQaMFHPELA+7jW/ZXgCTbRPhX9ucvj//xsTmcUr\nxIMtXrptHm0i5sD7r3GPp3qwqc2da/NEdJxHjKXNN2GSy24ErgT+FpOQfUX4eR3nI8tGmyei4zxi\nLG1+E7APE1T0Y4Y5XsIsRAk5PM7THbaI1ofp+piN6U0YYPjS2/8/JqsTIot3xL/mlajXJLIr/N3u\nnTgGfCDuNZMx3WXHKGzptnm0VZiL2U/jHj/G8Gxdwo8di3qN2ty5Nk9Ex3lEum1+OfBJzJ3tc+Gf\n/e+Yk+pfhl+j43xk2WjzRHScR4zl3PJ0+PU+TLLl54DpmGEQyOFxnknwMAGoxQQF/Zgxlj+Je80c\nzFQdwt+PJHjN3KjXJHJN+LsdfGzHRLbRv/xSzNhPV4r77lXptnm0tZgo9kTc4zsw03jiE2wuwLQ1\nqM2dbvNEdJxHpNvm9nlsMO41Q0Sy0HWcjywbbZ6IjvOITM4tb2Kmci7GBBL2bApXHuffxoy9VId3\n5nFMl6w9B/WT4Y1/HhMZfQnTIIui3uNvwj+zMvyarwOniSSNLMR04VwdfuzPMFNI/inqPcZhpp48\nHX7dYuAgZp5qoXGizQk/N4g5QBL5JfAfxE7t+Zeo59Xmzra5jvNYmbZ5KeaO7QXMSbMGuAvT/rdE\nbUfHeUQu2rwBHefRnDi3rMEcuzXA7Zgei7a47bjuOO/AZImexRwAjzI8SloD7MV0x+wBViR4n7vD\nO3oK+BWxDXMNJnI6GX6PVzDjaPGrcs7ANPxpTON9l8IsKuJUmz/AyL07F2KKirwd/vopMCnuNWrz\niEzbXMd5LCfa/LLwzx3FnFt+w/BphDrOI3LR5jrOYznR5t/AtPdZzJDGnQm2o+NcRERERERERERE\nRERERERERERERERERERERERERERERERERERERERERERERERERERE8ur/ANBpVY9jW9RvAAAAAElF\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "from scipy.optimize import curve_fit\n", + "import numpy.fft\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/3471A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915, 0.62032418])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAGp1JREFUeJzt3X9s4/d93/HnxZaj5dxOi12RZ+98bLhdaBhJDbLSHzrb\n5TIn2IY26dBOIbFsiLTCQdoOuHUrcMMgzZCAYS2G9uqua3FbD9kQjNQNaDYH2LXFUKW5UVqnimm7\nbmadUT+W5kxmTXvr6kSpVnt/UHeR1I9+8I7fL389HwAhivx8vp+3cJ+TXvx+P9/vFyRJkiRJkiRJ\nkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkvSA/iGwBvwh0AQ+A1zsakWSJKkn3AT+NvA08H7gs8AW\n8K4u1iRJknrQ48BbwHPdLkSSJJ3sHTGONbb39fdjHFOSJPW4M7QON/xqtwuRJEmn83BM4/xz4BmO\nP9Rwbu8hSZLa88beo6PiCAk/DXw38AJw+4g255544onbt28f9bYkSTrGl4EJOhwUogwJZ2gFhI8A\neWD7mLbnbt++zac//WmefvrpCEvqvMuXL3P16tW+HO9BttVu33ban6btSW2Oez/uf7NOca51vr1z\nLcy51vn2Uc611157jY997GNP0tob3zch4WeAIq2Q8CaQ3Hv9DrAT6vD000+TzWYjLKnzxsbGYq25\nk+M9yLba7dtO+9O0PanNce/H/W/WKc61zrd3roU51zrfPuq5FpWHItz2Z4F3AjPA39/3+CLwm4fa\nngM+8YlPfIJz5/pvWcL73ve+vh3vQbbVbt922p+m7Ultjnq/VCpRLBZPXUsvca51vr1zLcy51vn2\nUc21N954g2vXrgFco8N7Es50cmMPIAusr6+v92XqVn/58Ic/zKuvvtrtMjQEnGuKQ7VaJZfLAeSA\naie3Hed1EiRJUh8xJGjo9OvuX/Uf55r6nSFBQ8df3IqLc039zpAgSZKCDAmSJCnIkCBJkoIMCZIk\nKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnI\nkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAg\nSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmS\nggwJkiQpyJAgSZKCDAmSJCkoypDwAvBZ4MvAW8BHIhxLkiR1WJQh4V3AF4Af2vv+7QjHkiRJHfZw\nhNv+xb2HJEnqQ65JkCRJQYYESZIUZEiQJElBUa5JaNvly5cZGxs78FqxWKRYLHapIkmSekepVKJU\nKh147c6dO5GNdyayLR/0FvC9wKtHvJ8F1tfX18lmszGVJElS/6tWq+RyOYAcUO3ktqPck3AW+Iv7\nvn8P8CzwVeBLEY4rSZI6IMqQMAH8yt7zt4Gf2Hv+KWA2wnElSVIHRBkSPocLIyVJ6lv+EZckSUGG\nBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJ\nkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhT0cLcLkKJQKpUolUoA7OzssL29zYUL\nFxgdHQWgWCxSLBa7WaIk9TxDggbS/hBQrVbJ5XKUSiWy2WyXK5Ok/uHhBkmSFGRIkCRJQYYESZIU\nZEiQJElBhgQNrK2tLWZnZ5mengZgenqa2dlZtra2uluYJPUJz27QwGk2mxQKBWq1Go1G497r9Xqd\ner3OzZs3yWQylMtlEolEFyuVpN5mSNBAaTabTE1NsbGxcWSbRqNBo9Hg0qVLVCoVg4IkHcHDDRoo\nhULh2ICwX71ep1AoRFyRJPUvQ4IGxubmJrVara0+tVrNNQqSdARDggbG4uLigTUIp9FoNFhYWIio\nIknqb4YEDYy1tbVY+0nSoDMkaGDs7u7G2k+SBp0hQQNjZGQk1n6SNOgMCRoYExMT99VvcnKyw5VI\n0mAwJGhgzM/Pk0wm2+qTTCaZm5uLqCJJ6m+GBA2MVCpFJpNpq08mkyGVSkVTkCT1OUOCBkq5XCad\nTp+qbTqdZmlpKeKKJKl/GRI0UBKJBJVKhXw+f+Shh2QyST6fZ2VlhfHx8ZgrlKT+YUjQwEkkEiwv\nL7O6usrMzMy9PQvpdJqZmRlWV1dZXl42IEjSCbzBkwZWKpXi+vXrVKtVcrkcN27cIJvNdrssSeob\nUe9J+EFgE/g68OvAcxGPJ0mSOiTKkPBR4CeBReBZ4BZwEzgf4ZiSJKlDogwJPwL8K+A68DvA3wO+\nBHwywjElSVKHRBUSHgGywC8fev2XgamIxpQkSR0U1cLFx4GHgOah178CtHdJPOk+lEolSqUSADs7\nO1y8eJErV64wOjoKQLFYpFgsdrNESep5nt2ggWQIOJ3DYWp7e5sLFy4YpiQBcCai7T4CvAl8P/Af\n9r3+U8D7gb90qH0WWH/++ecZGxs78Ia/pKR43D1VdH193VNFpR61P9jfdefOHW7dugWQA6qdHC+q\nPQl/DKwDH+JgSPgg8JmjOl29etVfTpIkHSH0wfluwI9ClGc3/ATwA8AM8DSt0yH/PPBzEY4pqU1b\nW1vMzs4yPT0NwPT0NLOzs2xtbXW3MEldF+WahBvAY8A8cA74b8Bfo3UapKQuazabFAoFarUajUbj\n3uv1ep16vc7NmzfJZDKUy2USiUQXK5XULVEvXPzZvYekHtJsNpmammJjY+PINo1Gg0ajwaVLl6hU\nKgYFaQh5gydpCBUKhWMDwn71ep1CoRBxRZJ6kSFBGjKbm5vUarW2+tRqNdcoSEPIkCANmcXFxQNr\nEE6j0WiwsLAQUUWSepUhQRoya2trsfaT1L8MCdKQ2d3djbWfpP5lSJCGzMjISKz9JPUvQ4I0ZCYm\nJu6r3+TkZIcrkdTrDAnSkJmfnyeZbO9mrMlkkrm5uYgqktSrDAnSkEmlUmQymbb6ZDIZUqlUNAVJ\n6lmGBGkIlctl0un0qdqm02mWlpYirkhSLzIkSEMokUhQqVTI5/NHHnpIJpPk83lWVlYYHx+PuUJJ\nvcCQIA2pRCLB8vIyq6urzMzM3NuzkE6nmZmZYXV1leXlZQOCNMSivsGTpB6XSqW4fv36vXvS37hx\ng2w22+2yJPUA9yRIkqQgQ4IkSQrycIM0xEqlEqVSCYCdnR0uXrzIlStXGB0dBaBYLFIsFrtZoqQu\nMiRIQ8wQIOk4Hm6QJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAk\nSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElB\nhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUFFVI+EfACvA14A8iGkOSJEUoqpAwAiwB/yKi7UuS\npIg9HNF2X977+vGIti9JkiLmmgRJkhQU1Z4ESeq4UqlEqVQCYGdnh+3tbS5cuMDo6CgAxWKRYrHY\nzRKlgdJOSHgZmD+hzXcC1fuuRpKOsT8EVKtVcrkcpVKJbDbb5cqkwdROSPhp4N+e0Gb7AWrh8uXL\njI2NHXjNTwaSJLXs35t21507dyIbr52Q8NW9R2SuXr3qJwJJko4Q+uB8d69aFKJak/AU8O69rw8B\n3wGcAb4IvBnRmJIkqYOiOrthgdbahJeBs8AXgHUgmqgjaWhsbW0xOzvL9PQ0ANPT08zOzrK1tdXd\nwqQBFNWehI/jNRIkdVCz2aRQKFCr1Wg0Gvder9fr1Ot1bt68SSaToVwuk0gkulipNDg8BVJSz2s2\nm0xNTbGxsXFkm0ajQaPR4NKlS1QqFYOC1AFeTElSzysUCscGhP3q9TqFQiHiiqThYEiQ1NM2Nzep\n1Wpt9anVaq5RkDrAkCCppy0uLh5Yg3AajUaDhYWFiCqShochQVJPW1tbi7WfpG8yJEjqabu7u7H2\nk/RNhgRJPW1kZCTWfpK+yZAgqadNTEzcV7/JyckOVyINH0OCpJ42Pz9PMplsq08ymWRubi6iiqTh\nYUiQ1NNSqRSZTKatPplMhlQqFU1B0hAxJEjqeeVymXQ6faq26XSapaWliCuShoMhQVLPSyQSVCoV\n8vn8kYcekskk+XyelZUVxsfHY65QGkzeu0FSX0gkEiwvL7O1tcXCwgKf//znqdfrpNNpXnjhBebn\n5yM7xFAqlSiVSgDs7Oywvb3NhQsXGB0dBaBYLFIsFiMZW+qmM90uYE8WWF9fXyebzXa7Fkl9oFqt\nksvliPv3RrfGlY5yd04COaDayW17uEGSJAUZEiTpFLa2tpidnWV6ehqA6elpZmdnvZGUBpprEiTp\nGM1mk0KhQK1WO3CjqXq9Tr1e5+bNm2QyGcrlMolEoouVSp1nSJDUNw4vILx48SJXrlyJbAFhs9lk\namqKjY2NI9s0Gg0ajQaXLl2iUqkYFDRQDAmS+kbcZxEUCoVjA8J+9XqdQqHA8vJyxFVJ8XFNgiQF\nbG5uUqvV2upTq9Vco6CBYkiQpIDFxcUDaxBOo9FosLCwEFFFUvwMCZIUsLa2Fms/qRcZEiQpYHd3\nN9Z+Ui8yJEhSwMjISKz9pF5kSJCkgImJifvqNzk52eFKpO4xJEhSwPz8/JF3nDxKMplkbm4uooqk\n+BkSJCkglUqRyWTa6pPJZCK7E6XUDYYESTpCuVwmnU6fqm06nWZpaSniiqR4GRIk6QiJRIJKpUI+\nnz/y0EMymSSfz7OyssL4+HjMFUrRMiRI0jESiQTLy8usrq4yMzNzb89COp1mZmaG1dVVlpeXDQga\nSN67QZJOIZVKcf36darVKrlcjhs3bpDNZrtdlhQp9yRIkqQg9yRI0gnivkW11CsMCZJ0AkOAhpWH\nGyRJUpAhQZIkBRkSJElSkCFBkiQFGRIkSVKQIUGSJAUZEiRJUlBUISEF/DywAXwN+J/Ay8BIRONJ\nkqQOi+piSu8FzgAv0QoI7wP+JXAW+NGIxpQkSR0UVUj4pb3HXVvAPwM+iSFBkqS+EOeahDHgqzGO\nJ0mSHkBc925IAz8M/EhM40lSXzt8U6nt7W0uXLjgTaUUq3b3JLwMvHXC4/AN1p8AfhG4AVx/gFol\naWgUi0VeeeUVHn/8cTY2Nnj99dfZ2Njg8ccf55VXXjEgKBZn2mz/2N7jONvAN/aePwEsA6vAx4/p\nkwXWn3/+ecbGxg68YVqWNGyazSaFQoFarUaj0fhT7yeTSTKZDOVymUQi0YUK1S379zDddefOHW7d\nugWQA6qdHK/dkNCOJ2kFhDXgY8Dbx7TNAuvr6+tks4d3REjS8Gg2m0xNTbGxsXFi23Q6TaVSMSgM\nuWq1Si6XgwhCQlQLF58EPkdrr8KPAgkgufeQJB2hUCicKiAA1Ot1CoVCxBVpmEW1cPGDtBYrvgf4\n3X2vvw08FNGYktTXNjc3qdVqbfWp1WpsbW2RSqWiKUpDLao9CZ/a2/ZDe1/fse97SVLA4uJicA3C\ncRqNBgsLCxFVpGHnvRskqUesra3F2k86iSFBknrE7u5urP2kkxgSJKlHjIzc3z3w7refdBJDgiT1\niImJifvqNzk52eFKpBZDgiT1iPn5eZLJ9s4UTyaTzM3NRVSRhp0hQZJ6RCqVIpPJtNUnk8l4+qMi\nY0iQpB5SLpdJp9OnaptOp1laWoq4Ig0zQ4Ik9ZBEIkGlUiGfzx956CGZTJLP51lZWWF8fDzmCjVM\nDAmS1GMSiQTLy8usrq4yMzNzb89COp1mZmaG1dVVlpeXDQiKXFSXZZYkPaBUKsX169fv3cDnxo0b\n3gRPsTIkSFIP2n9L4J2dHS5evMiVK1cYHR0FoFgsUiwWu1mihoAhQZJ6kCFAvcA1CZIkKciQIEm6\np1Qq8eKLL/LUU0/x6KOP8sgjj/Doo4/y1FNP8eKLL947BKLh4OEGSRIAzWaTa9euUavVDtyyend3\nlzfffJPd3V2uXbvGBz7wARKJRBcrVVwMCZIkms0mU1NTbGxsHNmm0WjQaDS4dOkSlUrFoDAEPNwg\nSaJQKBwbEPar1+sUCoWIK1IvMCRI0pDb3NykVqu11adWq7G1tRVNQeoZhgRJGnKLi4sH1iCcRqPR\nYGFhIaKK1CsMCZI05NbW1mLtp/5hSJCkIbe7uxtrP/UPQ4IkDbmRkZFY+6l/GBIkachNTEzcV7/J\nyckOV6JeY0iQpCE3Pz9PMplsq08ymWRubi6iitQrDAmSNORSqRSZTKatPplMhlQqFU1B6hmGBEkS\n5XKZdDp9qrbpdJqlpaWIK1IvMCRIkkgkElQqFfL5/JGHHpLJJPl8npWVFcbHx2OuUN1gSJAkAa2g\n8NJLL/HMM89w/vx5zp49y8jICGfPnuX8+fM888wzvPTSSwaEIeINniRJ9xSLRYrFYrfLUI9wT4Ik\nSQoyJEiSpCBDgiRJCjIkSJKkIEOCJEkKMiRIkqQgQ4IkSQoyJEiSpCBDgiRJCjIkSJKkIEOCJEkK\niiokvApsA18HbgP/BjgX0ViSJCkCUYWEXwH+BnAR+D4gDfxCRGNJkqQIRHUXyKv7nn8J+DHgM8BD\nwJ9ENKYkSeqgONYkvBv4m8AyBgRJkvpGlCHhx4A/An4P+HbgoxGOJUmSOqydkPAy8NYJj+y+9j8O\nPAt8CPgG8O+BMw9csSRJikU7f7Qf23scZ5tWIDjsSVprE54DVgLvZ4H1559/nrGxsQNvFItFisVi\nG2VKkjSYSqUSpVLpwGt37tzh1q1bADmg2snx4vpkf55WgPgu4Fbg/Sywvr6+TjabDbwtSZJCqtUq\nuVwOIggJUZzdMLn3+M/AHwDvARaALwKrEYwnSZIiEMXCxa8Bfx34T0AN+Hngt2jtRfh/EYwnSZIi\nEMWehN8G/nIE25UkSTHy3g2SJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJ\nkoIMCZIkKciQIEmSggwJkiQpKIp7N0iSdGqlUolSqQTAzs4O29vbXLhwgdHRUQCKxSLFYrGbJQ4t\nQ4Ikqav2h4BqtUoul6NUKpHNZrtcmTzcIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJ6rqtrS1mZ2eZ\nnp4GYHp6mtnZWba2trpb2JDz7AZJUtc0m00KhQK1Wo1Go3Hv9Xq9Tr1e5+bNm2QyGcrlMolEoouV\nDidDgiSpK5rNJlNTU2xsbBzZptFo0Gg0uHTpEpVKxaAQMw83SJK6olAoHBsQ9qvX6xQKhYgr0mGG\nBElS7DY3N6nVam31qdVqrlGImSFBkhS7xcXFA2sQTqPRaLCwsBBRRQoxJEiSYre2thZrP90fQ4Ik\nKXa7u7ux9tP9MSRIkmI3MjISaz/dH0OCJCl2ExMT99VvcnKyw5XoOIYESVLs5ufnSSaTbfVJJpPM\nzc1FVJFCDAmSpNilUikymUxbfTKZDKlUKpqCFGRIkCR1RblcJp1On6ptOp1maWkp4op0mCFBktQV\niUSCSqVCPp8/8tBDMpkkn8+zsrLC+Ph4zBXKkCBJ6ppEIsHy8jKrq6vMzMzc27OQTqeZmZlhdXWV\n5eVlA0KXeIMnSVLXpVIprl+/TrVaJZfLcePGDbLZbLfLGnruSZAkSUGGBEmSFGRIkCRJQYYESZIU\n5MJFSVJXlUolSqUSADs7O1y8eJErV64wOjoKQLFYpFgsdrPEoWVIkCR1lSGgd3m4QZIkBRkSJElS\nUNQh4Z3AbwBvAe+PeCzpVO4e+5Si5lxTv4s6JPw48OWIx5Da4i9uxcW5pn4XZUj4q8CLwD+IcAxJ\nkhSRqEJCArgG/C3g6xGN0RPi/qTQyfEeZFvt9m2n/WnantRmED/BOdc63965FuZc63z7fp1rUYSE\nM8CngJ8FqhFsv6f4n6nz7fv1P1PUnGudb+9cC3Oudb59v861dq6T8DIwf0KbCeAS8CjwTw+9d+ak\nAV577bU2yukNd+7coVqNLwt1crwH2Va7fdtpf5q2J7U57v24/806xbnW+fbOtTDnWufbRznXovzb\neeIf7n0e23scZxsoA98DvL3v9YeAPwE+DcwE+p0D1oAn26hHkiS1fJnWB/U3OrnRdkLCaZ0HvmXf\n908CvwR8H/BrwO0j+p3be0iSpPa8QYcDQlxSeJ0ESZL6TlxXXHz75CaSJEmSJEmSJEmSJEmx+xbg\nvwJfAH4b+OHulqMBdh74HPDfgd8Evr+r1WjQfQb4feDfdbsQDazvBmrA68Df6XItkXkHMLr3/M8A\nG8C3da8cDbAk3zwT59uAL9Gac1IUvovWL3FDgqLwMPA7tC4v8CitoPDudjYQ19kND+otYGfv+buA\n3X3fS53UAH5r7/n/pvUpr63/VFIbfhX4o24XoYE1SWuv6Bu05tl/BD7Uzgb6JSQA/Flau3//F/BT\nwP/tbjkaAt9J64Jj3u5cUj96goO/v36XNq9s3E8h4f8A3wF8O/BDwF/objkacI8B/xp4qduFSNJ9\neuBrFEUVEl4APksrwbwFfCTQ5geBTVq3kv514Ll97/1dWosUq8DIoX5fobWw7NmOVqx+FcVceyfw\nC8A/Af5LJFWrH0X1e82LzekoDzrnbnNwz8F5emTP6F8BFoDvpfWDffjQ+x8FvgHMAu8FfpLW4YPz\nR2xvHPjWveffSuuY8Xs7W7L6VKfn2hmgBPzjKIpVX+v0XLsrjwsXFfagc+5hWosVn6B1luDrwJ+L\nvOo2hX6wXwN+5tBr/4PWJ7eQLK0E/ht7j9CdJKVOzLXnaN2xtEprzn0BeKaDNWowdGKuQevmd18B\n3qR1Jk2uUwVq4NzvnPseWmc4fBH4gciqewCHf7BHaJ2dcHi3yVVahxGk++VcU1yca4pbV+ZcNxYu\nPg48BDQPvf4VWueoS53iXFNcnGuKWyxzrp/ObpAkSTHqRkj4PVrHfBOHXk/QuuCD1CnONcXFuaa4\nxTLnuhES/hhY509f9emDwEr85WiAOdcUF+ea4tbXc+4sresYPEtrscXlved3T8uYpnXaxgzwNK3T\nNv6Qk08Vkg5zrikuzjXFbWDnXJ7WD/QWrd0hd59f39fmk7QuALEDrHHwAhDSaeVxrikeeZxrilce\n55wkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSVIf+P9cYZ1EAfTlhQAA\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.362e-01 5.425e+01 inf -- -3.468e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.747e-01 5.347e+01 7.019e+01 -- -2.766e+02 -- 0.58045 0.569962 0.564602 0.563764 0.567626 0.565054 0.565279 0.564008\n", + " 3 3.447e+00 5.213e+01 6.905e+01 -- -2.076e+02 -- 0.198681 0.140203 0.130333 0.127063 0.134237 0.12998 0.131082 0.127044\n", + " 4 1.448e+00 4.998e+01 6.682e+01 -- -1.408e+02 -- -0.0825582 -0.283347 -0.300715 -0.310826 -0.299703 -0.304649 -0.30132 -0.310849\n", + " 5 5.884e-01 4.684e+01 6.330e+01 -- -7.746e+01 -- -0.194194 -0.676998 -0.726162 -0.750752 -0.733583 -0.738758 -0.729946 -0.74976\n", + " 6 3.739e-01 4.258e+01 5.850e+01 -- -1.895e+01 -- -0.203226 -0.953186 -1.14229 -1.19152 -1.16459 -1.17342 -1.15279 -1.19094\n", + " 7 2.741e-01 3.740e+01 5.292e+01 -- 3.397e+01 -- -0.205901 -0.9956 -1.54459 -1.63073 -1.58521 -1.61127 -1.5669 -1.63629\n", + " 8 2.128e-01 3.180e+01 4.679e+01 -- 8.076e+01 -- -0.180502 -0.943953 -1.92935 -2.06126 -1.98071 -2.05288 -1.97074 -2.08385\n", + " 9 1.675e-01 2.595e+01 3.791e+01 -- 1.187e+02 -- -0.15428 -0.934563 -2.26437 -2.45352 -2.31988 -2.48374 -2.35707 -2.52729\n", + " 10 1.286e-01 2.002e+01 2.537e+01 -- 1.440e+02 -- -0.13956 -0.939381 -2.49352 -2.71726 -2.56371 -2.84902 -2.70919 -2.95055\n", + " 11 9.197e-02 1.277e+01 1.299e+01 -- 1.570e+02 -- -0.130332 -0.946187 -2.57446 -2.74449 -2.69402 -3.05697 -3.00449 -3.33007\n", + " 12 5.076e-02 6.047e+00 5.021e+00 -- 1.621e+02 -- -0.124515 -0.945944 -2.55165 -2.71422 -2.73704 -3.10737 -3.209 -3.63633\n", + " 13 1.434e-02 1.485e+00 1.060e+00 -- 1.631e+02 -- -0.12047 -0.945369 -2.54157 -2.70197 -2.76441 -3.10602 -3.30159 -3.8209\n", + " 14 4.769e-03 3.557e-01 7.280e-02 -- 1.632e+02 -- -0.119516 -0.946002 -2.53635 -2.69518 -2.78858 -3.10381 -3.32152 -3.8757\n", + " 15 2.150e-03 1.530e-01 4.222e-03 -- 1.632e+02 -- -0.119506 -0.945491 -2.53265 -2.69429 -2.80187 -3.10094 -3.32488 -3.87969\n", + " 16 1.017e-03 7.109e-02 8.430e-04 -- 1.632e+02 -- -0.119394 -0.945124 -2.53033 -2.69448 -2.8079 -3.09858 -3.32603 -3.87983\n", + " 17 4.817e-04 3.356e-02 1.918e-04 -- 1.632e+02 -- -0.119311 -0.944963 -2.52941 -2.69447 -2.81076 -3.09727 -3.32654 -3.87984\n", + " 18 2.335e-04 1.618e-02 4.417e-05 -- 1.632e+02 -- -0.119282 -0.944891 -2.52886 -2.69454 -2.81211 -3.09664 -3.32676 -3.87987\n", + "********************\n", + "-0.119282 -0.944891 -2.52886 -2.69454 -2.81211 -3.09664 -3.32676 -3.87987\n", + "0.233661 0.204163 0.319993 0.254151 0.198248 0.179386 0.161786 0.221522\n", + "0.000372164 0.000983332 0.00164575 -0.000696472 -0.0161795 0.00744155 -0.00415795 -0.000828998\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.144e-01 0.905 +++\n", + "+++ 1.632e+02 1.622e+02 -1.193e-01 2.312e-01 1.9 +++\n", + "+++ 1.632e+02 1.625e+02 -1.193e-01 1.728e-01 1.37 +++\n", + "+++ 1.632e+02 1.626e+02 -1.193e-01 1.436e-01 1.13 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.290e-01 1.01 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.217e-01 0.958 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.254e-01 0.985 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.272e-01 0.999 +++\n", + "\t### errors for param 1 ###\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.407e-01 0.961 +++\n", + "+++ 1.632e+02 1.622e+02 -9.449e-01 -6.386e-01 2.04 +++\n", + "+++ 1.632e+02 1.625e+02 -9.449e-01 -6.897e-01 1.46 +++\n", + "+++ 1.632e+02 1.626e+02 -9.449e-01 -7.152e-01 1.2 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.279e-01 1.08 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.343e-01 1.02 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.375e-01 0.989 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.359e-01 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 1.632e+02 1.630e+02 -2.529e+00 -2.369e+00 0.307 +++\n", + "+++ 1.632e+02 1.629e+02 -2.529e+00 -2.289e+00 0.681 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.249e+00 0.919 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.229e+00 1.05 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.239e+00 0.984 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.234e+00 1.02 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.236e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 1.632e+02 1.630e+02 -2.695e+00 -2.567e+00 0.306 +++\n", + "+++ 1.632e+02 1.629e+02 -2.695e+00 -2.504e+00 0.681 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.472e+00 0.922 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.456e+00 1.05 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.464e+00 0.988 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.460e+00 1.02 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.462e+00 1 +++\n", + "\t### errors for param 4 ###\n", + "+++ 1.632e+02 1.629e+02 -2.813e+00 -2.614e+00 0.665 +++\n", + "+++ 1.632e+02 1.624e+02 -2.813e+00 -2.515e+00 1.57 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.565e+00 1.07 +++\n", + "+++ 1.632e+02 1.628e+02 -2.813e+00 -2.590e+00 0.853 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.577e+00 0.956 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.571e+00 1.01 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.574e+00 0.983 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.573e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 1.632e+02 1.628e+02 -3.096e+00 -2.917e+00 0.837 +++\n", + "+++ 1.632e+02 1.623e+02 -3.096e+00 -2.827e+00 1.87 +++\n", + "+++ 1.632e+02 1.625e+02 -3.096e+00 -2.872e+00 1.29 +++\n", + "+++ 1.632e+02 1.627e+02 -3.096e+00 -2.895e+00 1.06 +++\n", + "+++ 1.632e+02 1.627e+02 -3.096e+00 -2.906e+00 0.947 +++\n", + "+++ 1.632e+02 1.627e+02 -3.096e+00 -2.900e+00 1 +++\n", + "\t### errors for param 6 ###\n", + "+++ 1.632e+02 1.627e+02 -3.327e+00 -3.165e+00 0.992 +++\n", + "\t### errors for param 7 ###\n", + "+++ 1.632e+02 1.631e+02 -3.880e+00 -3.769e+00 0.278 +++\n", + "+++ 1.632e+02 1.629e+02 -3.880e+00 -3.714e+00 0.631 +++\n", + "+++ 1.632e+02 1.628e+02 -3.880e+00 -3.686e+00 0.862 +++\n", + "+++ 1.632e+02 1.627e+02 -3.880e+00 -3.672e+00 0.991 +++\n", + "********************\n", + "-0.119263 -0.944854 -2.52866 -2.69453 -2.81277 -3.09632 -3.32687 -3.87987\n", + "0.246439 0.208948 0.29245 0.232296 0.24017 0.196142 0.161799 0.207668\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 2.664e+02 1.060e+01 inf -- 2.187e+02 -- -0.209329 -0.861493 -2.15962 -2.40847 -2.77148 -3.0939 -3.74416 -6.23993 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 2.987e+01 1.264e+01 2.257e+00 -- 2.210e+02 -- -0.16831 -0.824919 -2.12464 -2.39488 -2.7608 -3.0706 -3.74724 -5.93993 0.0804747 0.16472 0.155918 0.19816 0.150032 0.148466 -0.0426696 2.76354\n", + " 5 3.330e+01 1.479e+01 2.062e+00 -- 2.230e+02 -- -0.134691 -0.793404 -2.09481 -2.37915 -2.74942 -3.04926 -3.74185 -6.23993 0.0666414 0.2131 0.199386 0.281712 0.193626 0.185727 -0.170109 -2.41599\n", + " 7 4.032e+02 1.707e+01 1.889e+00 -- 2.249e+02 -- -0.106698 -0.766368 -2.06929 -2.36269 -2.73774 -3.02999 -3.73105 -6.53993 0.0565128 0.250258 0.234434 0.352126 0.231411 0.214451 -0.279352 -0.654819\n", + " 9 1.006e+02 1.948e+01 1.734e+00 -- 2.267e+02 -- -0.0831017 -0.743148 -2.04735 -2.34643 -2.7261 -3.0127 -3.71739 -6.23993 0.0489265 0.27947 0.263536 0.411371 0.264011 0.236678 -0.370557 0.617417\n", + " 11 5.264e+01 2.201e+01 1.603e+00 -- 2.283e+02 -- -0.0630157 -0.723142 -2.02838 -2.33091 -2.71472 -2.99725 -3.70277 -5.93993 0.0431576 0.302888 0.288287 0.46139 0.292059 0.253914 -0.445773 0.691506\n", + " 13 3.251e+00 2.467e+01 1.448e+00 -- 2.297e+02 -- -0.0457823 -0.705838 -2.0119 -2.31642 -2.70374 -2.98344 -3.68838 -5.63993 0.0387303 0.321962 0.309779 0.503862 0.316158 0.267284 -0.507655 -2.9489\n", + " 15 5.697e+00 2.744e+01 1.389e+00 -- 2.311e+02 -- -0.0308979 -0.690819 -1.99751 -2.30307 -2.6933 -2.97112 -3.67473 -5.93993 0.0353185 0.337702 0.32866 0.540271 0.336854 0.27759 -0.559235 -3.12456\n", + " 17 9.962e+01 3.030e+01 1.295e+00 -- 2.324e+02 -- -0.0179753 -0.677732 -1.9849 -2.29088 -2.68339 -2.9601 -3.66228 -6.23993 0.0326949 0.350836 0.34562 0.571642 0.354613 0.285527 -0.602072 1.49229\n", + " 19 8.259e+01 3.325e+01 1.196e+00 -- 2.336e+02 -- -0.00670527 -0.666291 -1.97381 -2.2798 -2.67406 -2.95025 -3.6511 -5.93993 0.0306947 0.361894 0.361049 0.598897 0.369841 0.291591 -0.63793 -0.807155\n", + " 21 5.466e+01 3.625e+01 1.126e+00 -- 2.347e+02 -- 0.00316205 -0.65626 -1.96403 -2.26977 -2.6653 -2.94143 -3.64118 -5.63993 0.0291917 0.371274 0.375204 0.622756 0.382913 0.296138 -0.668602 -0.4239\n", + " 23 9.811e+00 3.926e+01 1.030e+00 -- 2.358e+02 -- 0.0118288 -0.647441 -1.95537 -2.26071 -2.65711 -2.93352 -3.63242 -5.33993 0.0280965 0.379279 0.388328 0.643807 0.394112 0.29949 -0.69488 1.89304\n", + " 24 1.540e+02 1.799e+03 6.966e+00 -- 2.427e+02 -- 0.0881649 -0.569745 -1.87911 -2.17878 -2.58105 -2.86227 -3.55241 -6.66644 0.0206511 0.447973 0.510379 0.832388 0.489337 0.32364 -0.914155 2.17049\n", + " 25 6.954e+03 5.225e+01 3.722e+00 -- 2.464e+02 -- 0.0820074 -0.577455 -1.8985 -2.17524 -2.54532 -2.85023 -3.57378 -8 0.0966827 0.412543 0.647274 0.885367 0.477195 0.280838 -0.833819 0.980251\n", + " 26 6.093e+00 2.044e+01 2.548e-01 -- 2.467e+02 -- 0.0836413 -0.576897 -1.8864 -2.18141 -2.55069 -2.85268 -3.54966 -5 0.0710854 0.434328 0.591545 0.904499 0.417485 0.266475 -0.938934 1.34469\n", + " 27 1.995e+00 5.009e+00 1.592e-01 -- 2.469e+02 -- 0.0831948 -0.576805 -1.88848 -2.17663 -2.54734 -2.85305 -3.5567 -4.22205 0.0761925 0.426631 0.625953 0.910649 0.424127 0.266244 -0.891405 -0.565813\n", + " 28 1.248e+00 1.375e+01 4.599e-02 -- 2.469e+02 -- 0.0833105 -0.576655 -1.88396 -2.17799 -2.5475 -2.85314 -3.57374 -4.03476 0.0730522 0.429262 0.625062 0.905512 0.418149 0.264942 -0.967314 0.563133\n", + " 29 2.171e+00 9.396e+00 3.382e-01 -- 2.472e+02 -- 0.0829995 -0.576375 -1.88776 -2.17599 -2.54493 -2.85329 -3.58608 -4.02931 0.0763743 0.428086 0.638377 0.920493 0.411594 0.274496 -0.815157 -0.139608\n", + " 30 9.841e-01 1.149e+01 1.388e-01 -- 2.474e+02 -- 0.0832295 -0.57636 -1.88467 -2.17976 -2.54698 -2.8543 -3.58978 -3.89975 0.0738415 0.429686 0.629413 0.910992 0.412336 0.271501 -0.957932 0.163421\n", + " 31 2.338e+01 3.752e+00 6.030e-02 -- 2.474e+02 -- 0.0829583 -0.576172 -1.88634 -2.17783 -2.54432 -2.85466 -3.60447 -3.874 0.0761271 0.428633 0.633503 0.910755 0.410289 0.277401 -0.858061 0.00260138\n", + " 32 3.920e-01 3.182e+00 1.581e-02 -- 2.475e+02 -- 0.0830523 -0.576117 -1.88559 -2.18042 -2.54532 -2.85537 -3.60659 -3.85372 0.0749087 0.429912 0.628364 0.908088 0.410987 0.278401 -0.917876 0.0634286\n", + " 33 3.181e-01 1.292e+00 4.081e-03 -- 2.475e+02 -- 0.0829733 -0.576083 -1.88614 -2.17987 -2.54423 -2.85554 -3.60968 -3.84594 0.0757541 0.429324 0.627903 0.906455 0.410964 0.280705 -0.882158 0.0385634\n", + " 34 9.740e-02 4.768e-01 1.118e-03 -- 2.475e+02 -- 0.0830058 -0.576059 -1.88614 -2.18078 -2.54437 -2.85582 -3.61078 -3.84115 0.0755814 0.429797 0.625777 0.906066 0.411713 0.281667 -0.897167 0.0508303\n", + " 35 6.139e-02 4.667e-01 3.378e-04 -- 2.475e+02 -- 0.0829936 -0.576051 -1.88632 -2.18077 -2.54398 -2.85585 -3.61168 -3.83901 0.0759106 0.429622 0.624827 0.905205 0.411841 0.282606 -0.888007 0.0458794\n", + " 36 2.074e-02 6.100e-02 1.146e-04 -- 2.475e+02 -- 0.0830052 -0.576043 -1.8864 -2.18106 -2.54393 -2.85595 -3.61204 -3.83759 0.0759487 0.42976 0.623936 0.905027 0.412248 0.283153 -0.891435 0.0486959\n", + " 37 1.454e-02 1.834e-01 4.331e-05 -- 2.475e+02 -- 0.0830055 -0.57604 -1.88647 -2.18112 -2.54378 -2.85597 -3.61236 -3.83689 0.0760799 0.429719 0.623352 0.904662 0.412343 0.283555 -0.889115 0.047686\n", + "********************\n", + "0.0830055 -0.57604 -1.88647 -2.18112 -2.54378 -2.85597 -3.61236 -3.83689 0.0760799 0.429719 0.623352 0.904662 0.412343 0.283555 -0.889115 0.047686\n", + "0.00496524 0.0080639 0.0332817 0.053869 0.0497847 0.0510814 0.188809 0.22006 0.0806462 0.0938084 0.215752 0.243886 0.211727 0.201233 0.481882 0.380625\n", + "0.183432 0.0383088 -0.0465819 -0.037514 0.0169821 -0.0145299 -0.00365015 0.00975964 0.0073746 0.00371696 -0.00866648 -0.0017458 0.00395749 0.0070437 -0.00320102 0.00463012\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:Line magic function `%autoreload` not found.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 2.475e+02 2.473e+02 8.301e-02 8.549e-02 0.306 +++\n", + "+++ 2.475e+02 2.470e+02 8.301e-02 8.673e-02 0.912 +++\n", + "+++ 2.475e+02 2.467e+02 8.301e-02 8.735e-02 1.46 +++\n", + "+++ 2.475e+02 2.469e+02 8.301e-02 8.704e-02 1.16 +++\n", + "+++ 2.475e+02 2.469e+02 8.301e-02 8.689e-02 1.03 +++\n", + "+++ 2.475e+02 2.470e+02 8.301e-02 8.681e-02 0.969 +++\n", + "+++ 2.475e+02 2.470e+02 8.301e-02 8.685e-02 0.999 +++\n", + "\t### errors for param 1 ###\n", + "+++ 2.475e+02 2.473e+02 -5.760e-01 -5.720e-01 0.399 +++\n", + "+++ 2.475e+02 2.469e+02 -5.760e-01 -5.700e-01 1.13 +++\n", + "+++ 2.475e+02 2.471e+02 -5.760e-01 -5.710e-01 0.698 +++\n", + "+++ 2.475e+02 2.470e+02 -5.760e-01 -5.705e-01 0.897 +++\n", + "+++ 2.475e+02 2.470e+02 -5.760e-01 -5.702e-01 1.01 +++\n", + "\t### errors for param 2 ###\n", + "+++ 2.475e+02 2.473e+02 -1.887e+00 -1.870e+00 0.291 +++\n", + "+++ 2.475e+02 2.470e+02 -1.887e+00 -1.862e+00 0.915 +++\n", + "+++ 2.475e+02 2.467e+02 -1.887e+00 -1.857e+00 1.53 +++\n", + "+++ 2.475e+02 2.469e+02 -1.887e+00 -1.859e+00 1.18 +++\n", + "+++ 2.475e+02 2.469e+02 -1.887e+00 -1.860e+00 1.04 +++\n", + "+++ 2.475e+02 2.470e+02 -1.887e+00 -1.861e+00 0.971 +++\n", + "+++ 2.475e+02 2.470e+02 -1.887e+00 -1.861e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 2.475e+02 2.473e+02 -2.181e+00 -2.154e+00 0.29 +++\n", + "+++ 2.475e+02 2.471e+02 -2.181e+00 -2.141e+00 0.808 +++\n", + "+++ 2.475e+02 2.468e+02 -2.181e+00 -2.134e+00 1.25 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.137e+00 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.139e+00 0.905 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.138e+00 0.957 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.138e+00 0.984 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.138e+00 0.997 +++\n", + "\t### errors for param 4 ###\n", + "+++ 2.475e+02 2.470e+02 -2.544e+00 -2.494e+00 0.973 +++\n", + "+++ 2.475e+02 2.459e+02 -2.544e+00 -2.469e+00 3.08 +++\n", + "+++ 2.475e+02 2.466e+02 -2.544e+00 -2.482e+00 1.78 +++\n", + "+++ 2.475e+02 2.468e+02 -2.544e+00 -2.488e+00 1.32 +++\n", + "+++ 2.475e+02 2.469e+02 -2.544e+00 -2.491e+00 1.14 +++\n", + "+++ 2.475e+02 2.469e+02 -2.544e+00 -2.492e+00 1.05 +++\n", + "+++ 2.475e+02 2.470e+02 -2.544e+00 -2.493e+00 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 -2.544e+00 -2.494e+00 0.993 +++\n", + "\t### errors for param 5 ###\n", + "+++ 2.475e+02 2.473e+02 -2.856e+00 -2.830e+00 0.277 +++\n", + "+++ 2.475e+02 2.471e+02 -2.856e+00 -2.818e+00 0.713 +++\n", + "+++ 2.475e+02 2.469e+02 -2.856e+00 -2.811e+00 1.04 +++\n", + "+++ 2.475e+02 2.470e+02 -2.856e+00 -2.814e+00 0.867 +++\n", + "+++ 2.475e+02 2.470e+02 -2.856e+00 -2.813e+00 0.953 +++\n", + "+++ 2.475e+02 2.470e+02 -2.856e+00 -2.812e+00 0.993 +++\n", + "\t### errors for param 6 ###\n", + "+++ 2.475e+02 2.473e+02 -3.612e+00 -3.518e+00 0.392 +++\n", + "+++ 2.475e+02 2.469e+02 -3.612e+00 -3.471e+00 1.06 +++\n", + "+++ 2.475e+02 2.471e+02 -3.612e+00 -3.494e+00 0.67 +++\n", + "+++ 2.475e+02 2.470e+02 -3.612e+00 -3.483e+00 0.845 +++\n", + "+++ 2.475e+02 2.470e+02 -3.612e+00 -3.477e+00 0.947 +++\n", + "+++ 2.475e+02 2.470e+02 -3.612e+00 -3.474e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 2.475e+02 2.474e+02 -3.836e+00 -3.727e+00 0.218 +++\n", + "+++ 2.475e+02 2.471e+02 -3.836e+00 -3.672e+00 0.684 +++\n", + "+++ 2.475e+02 2.469e+02 -3.836e+00 -3.644e+00 1.16 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.658e+00 0.894 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.651e+00 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.654e+00 0.955 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.653e+00 0.988 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.652e+00 1 +++\n", + "\t### errors for param 8 ###\n", + "+++ 2.475e+02 2.470e+02 7.613e-02 1.568e-01 0.869 +++\n", + "+++ 2.475e+02 2.465e+02 7.613e-02 1.971e-01 1.9 +++\n", + "+++ 2.475e+02 2.468e+02 7.613e-02 1.769e-01 1.35 +++\n", + "+++ 2.475e+02 2.469e+02 7.613e-02 1.668e-01 1.1 +++\n", + "+++ 2.475e+02 2.470e+02 7.613e-02 1.618e-01 0.98 +++\n", + "+++ 2.475e+02 2.469e+02 7.613e-02 1.643e-01 1.04 +++\n", + "+++ 2.475e+02 2.470e+02 7.613e-02 1.630e-01 1.01 +++\n", + "\t### errors for param 9 ###\n", + "+++ 2.475e+02 2.473e+02 4.298e-01 4.767e-01 0.29 +++\n", + "+++ 2.475e+02 2.471e+02 4.298e-01 5.001e-01 0.641 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.118e-01 0.863 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.177e-01 0.985 +++\n", + "+++ 2.475e+02 2.469e+02 4.298e-01 5.206e-01 1.05 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.192e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.184e-01 1 +++\n", + "\t### errors for param 10 ###\n", + "+++ 2.475e+02 2.471e+02 6.230e-01 8.388e-01 0.802 +++\n", + "+++ 2.475e+02 2.466e+02 6.230e-01 9.467e-01 1.77 +++\n", + "+++ 2.475e+02 2.468e+02 6.230e-01 8.928e-01 1.25 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.658e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.523e-01 0.906 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.591e-01 0.96 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.624e-01 0.988 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.641e-01 1 +++\n", + "\t### errors for param 11 ###\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.149e+00 0.88 +++\n", + "+++ 2.475e+02 2.465e+02 9.046e-01 1.271e+00 1.88 +++\n", + "+++ 2.475e+02 2.468e+02 9.046e-01 1.210e+00 1.35 +++\n", + "+++ 2.475e+02 2.469e+02 9.046e-01 1.179e+00 1.1 +++\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.164e+00 0.989 +++\n", + "+++ 2.475e+02 2.469e+02 9.046e-01 1.171e+00 1.05 +++\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.168e+00 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.166e+00 1 +++\n", + "\t### errors for param 12 ###\n", + "+++ 2.475e+02 2.471e+02 4.125e-01 6.242e-01 0.737 +++\n", + "+++ 2.475e+02 2.467e+02 4.125e-01 7.300e-01 1.59 +++\n", + "+++ 2.475e+02 2.469e+02 4.125e-01 6.771e-01 1.13 +++\n", + "+++ 2.475e+02 2.470e+02 4.125e-01 6.507e-01 0.924 +++\n", + "+++ 2.475e+02 2.469e+02 4.125e-01 6.639e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 4.125e-01 6.573e-01 0.974 +++\n", + "+++ 2.475e+02 2.470e+02 4.125e-01 6.606e-01 0.999 +++\n", + "\t### errors for param 13 ###\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 4.851e-01 0.854 +++\n", + "+++ 2.475e+02 2.465e+02 2.838e-01 5.857e-01 1.84 +++\n", + "+++ 2.475e+02 2.468e+02 2.838e-01 5.354e-01 1.31 +++\n", + "+++ 2.475e+02 2.469e+02 2.838e-01 5.103e-01 1.07 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 4.977e-01 0.96 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 5.040e-01 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 5.008e-01 0.987 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 5.024e-01 1 +++\n", + "\t### errors for param 14 ###\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -4.078e-01 0.957 +++\n", + "+++ 2.475e+02 2.465e+02 -8.899e-01 -1.668e-01 1.91 +++\n", + "+++ 2.475e+02 2.468e+02 -8.899e-01 -2.873e-01 1.41 +++\n", + "+++ 2.475e+02 2.469e+02 -8.899e-01 -3.476e-01 1.18 +++\n", + "+++ 2.475e+02 2.469e+02 -8.899e-01 -3.777e-01 1.07 +++\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -3.928e-01 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -4.003e-01 0.984 +++\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -3.965e-01 0.998 +++\n", + "\t### errors for param 15 ###\n", + "+++ 2.475e+02 2.471e+02 4.838e-02 4.285e-01 0.661 +++\n", + "+++ 2.475e+02 2.470e+02 4.838e-02 6.186e-01 0.961 +++\n", + "+++ 2.475e+02 2.469e+02 4.838e-02 7.136e-01 1.07 +++\n", + "+++ 2.475e+02 2.470e+02 4.838e-02 6.661e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 4.838e-02 6.424e-01 0.991 +++\n", + "********************\n", + "0.0830101 -0.576037 -1.88651 -2.18123 -2.54372 -2.856 -3.61248 -3.8364 0.0761257 0.429759 0.622953 0.90456 0.412522 0.283831 -0.889856 0.0483793\n", + "0.00383825 0.00579502 0.025767 0.0436043 0.050153 0.0439107 0.138708 0.1845 0.086924 0.0886716 0.241158 0.261188 0.248061 0.218563 0.493323 0.593987\n", + "********************\n" + ] + } + ], + "source": [ + "%autoreload\n", + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1.25569486, 2.37000041, 1.7802513 , 1.66775218, 0.49069246,\n", + " 0.21781609, -0.44057362, 0.01545348])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nj/r/GjGpMEGJgxMAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjMAAAGYCAYAAAC3YWNyAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nIYQQQgghhLik+B/9AXC8Mr0B8wAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.6)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjYAAAGJCAYAAACZwnkIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nJEmSJEmSJEmSJEmSpBr0f5d9jqaM3twBAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = irfft(fit)\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "ylabel(\"Response (relative)\",fontsize=20)\n", + "xlabel(\"Time (days)\",fontsize=20) \n", + "\n", + "ylim(-0.5,2)\n", + "xlim(0,7)\n", + "\n", + "plot(time_fit)\n", + "plot([2.02,2.02], [-50, 50], color='k', linestyle='-', linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-6175A.ipynb b/lag/data/clag_analysis-origbins-6175A.ipynb new file mode 100644 index 0000000..a073f9d --- /dev/null +++ b/lag/data/clag_analysis-origbins-6175A.ipynb @@ -0,0 +1,816 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/6175A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.00964867, 0.02886003, 0.0556922 , 0.08632291, 0.13380051,\n", + " 0.20739079, 0.32145572, 0.49825637])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqd\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAGp1JREFUeJzt3X9s4/d93/HnxZaj5dxOi12RZ+98bLhdaBhJDbLSHzrb\n5TIn2IY26dBOIbFsiLTCQdoOuHUrcMMgzZCAYS2G9uqua3FbD9kQjNQNaDYH2LXFUKW5UVqnimm7\nbmadUT+W5kxmTXvr6kSpVnt/UHeR1I9+8I7fL389HwAhivx8vp+3cJ+TXvx+P9/vFyRJkiRJkiRJ\nkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkvSA/iGwBvwh0AQ+A1zsakWSJKkn3AT+NvA08H7gs8AW\n8K4u1iRJknrQ48BbwHPdLkSSJJ3sHTGONbb39fdjHFOSJPW4M7QON/xqtwuRJEmn83BM4/xz4BmO\nP9Rwbu8hSZLa88beo6PiCAk/DXw38AJw+4g255544onbt28f9bYkSTrGl4EJOhwUogwJZ2gFhI8A\neWD7mLbnbt++zac//WmefvrpCEvqvMuXL3P16tW+HO9BttVu33ban6btSW2Oez/uf7NOca51vr1z\nLcy51vn2Uc611157jY997GNP0tob3zch4WeAIq2Q8CaQ3Hv9DrAT6vD000+TzWYjLKnzxsbGYq25\nk+M9yLba7dtO+9O0PanNce/H/W/WKc61zrd3roU51zrfPuq5FpWHItz2Z4F3AjPA39/3+CLwm4fa\nngM+8YlPfIJz5/pvWcL73ve+vh3vQbbVbt922p+m7Ultjnq/VCpRLBZPXUsvca51vr1zLcy51vn2\nUc21N954g2vXrgFco8N7Es50cmMPIAusr6+v92XqVn/58Ic/zKuvvtrtMjQEnGuKQ7VaJZfLAeSA\naie3Hed1EiRJUh8xJGjo9OvuX/Uf55r6nSFBQ8df3IqLc039zpAgSZKCDAmSJCnIkCBJkoIMCZIk\nKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnI\nkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAg\nSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmS\nggwJkiQpyJAgSZKCDAmSJCkoypDwAvBZ4MvAW8BHIhxLkiR1WJQh4V3AF4Af2vv+7QjHkiRJHfZw\nhNv+xb2HJEnqQ65JkCRJQYYESZIUZEiQJElBUa5JaNvly5cZGxs78FqxWKRYLHapIkmSekepVKJU\nKh147c6dO5GNdyayLR/0FvC9wKtHvJ8F1tfX18lmszGVJElS/6tWq+RyOYAcUO3ktqPck3AW+Iv7\nvn8P8CzwVeBLEY4rSZI6IMqQMAH8yt7zt4Gf2Hv+KWA2wnElSVIHRBkSPocLIyVJ6lv+EZckSUGG\nBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJ\nkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhT0cLcLkKJQKpUolUoA7OzssL29zYUL\nFxgdHQWgWCxSLBa7WaIk9TxDggbS/hBQrVbJ5XKUSiWy2WyXK5Ok/uHhBkmSFGRIkCRJQYYESZIU\nZEiQJElBhgQNrK2tLWZnZ5mengZgenqa2dlZtra2uluYJPUJz27QwGk2mxQKBWq1Go1G497r9Xqd\ner3OzZs3yWQylMtlEolEFyuVpN5mSNBAaTabTE1NsbGxcWSbRqNBo9Hg0qVLVCoVg4IkHcHDDRoo\nhULh2ICwX71ep1AoRFyRJPUvQ4IGxubmJrVara0+tVrNNQqSdARDggbG4uLigTUIp9FoNFhYWIio\nIknqb4YEDYy1tbVY+0nSoDMkaGDs7u7G2k+SBp0hQQNjZGQk1n6SNOgMCRoYExMT99VvcnKyw5VI\n0mAwJGhgzM/Pk0wm2+qTTCaZm5uLqCJJ6m+GBA2MVCpFJpNpq08mkyGVSkVTkCT1OUOCBkq5XCad\nTp+qbTqdZmlpKeKKJKl/GRI0UBKJBJVKhXw+f+Shh2QyST6fZ2VlhfHx8ZgrlKT+YUjQwEkkEiwv\nL7O6usrMzMy9PQvpdJqZmRlWV1dZXl42IEjSCbzBkwZWKpXi+vXrVKtVcrkcN27cIJvNdrssSeob\nUe9J+EFgE/g68OvAcxGPJ0mSOiTKkPBR4CeBReBZ4BZwEzgf4ZiSJKlDogwJPwL8K+A68DvA3wO+\nBHwywjElSVKHRBUSHgGywC8fev2XgamIxpQkSR0U1cLFx4GHgOah178CtHdJPOk+lEolSqUSADs7\nO1y8eJErV64wOjoKQLFYpFgsdrNESep5nt2ggWQIOJ3DYWp7e5sLFy4YpiQBcCai7T4CvAl8P/Af\n9r3+U8D7gb90qH0WWH/++ecZGxs78Ia/pKR43D1VdH193VNFpR61P9jfdefOHW7dugWQA6qdHC+q\nPQl/DKwDH+JgSPgg8JmjOl29etVfTpIkHSH0wfluwI9ClGc3/ATwA8AM8DSt0yH/PPBzEY4pqU1b\nW1vMzs4yPT0NwPT0NLOzs2xtbXW3MEldF+WahBvAY8A8cA74b8Bfo3UapKQuazabFAoFarUajUbj\n3uv1ep16vc7NmzfJZDKUy2USiUQXK5XULVEvXPzZvYekHtJsNpmammJjY+PINo1Gg0ajwaVLl6hU\nKgYFaQh5gydpCBUKhWMDwn71ep1CoRBxRZJ6kSFBGjKbm5vUarW2+tRqNdcoSEPIkCANmcXFxQNr\nEE6j0WiwsLAQUUWSepUhQRoya2trsfaT1L8MCdKQ2d3djbWfpP5lSJCGzMjISKz9JPUvQ4I0ZCYm\nJu6r3+TkZIcrkdTrDAnSkJmfnyeZbO9mrMlkkrm5uYgqktSrDAnSkEmlUmQymbb6ZDIZUqlUNAVJ\n6lmGBGkIlctl0un0qdqm02mWlpYirkhSLzIkSEMokUhQqVTI5/NHHnpIJpPk83lWVlYYHx+PuUJJ\nvcCQIA2pRCLB8vIyq6urzMzM3NuzkE6nmZmZYXV1leXlZQOCNMSivsGTpB6XSqW4fv36vXvS37hx\ng2w22+2yJPUA9yRIkqQgQ4IkSQrycIM0xEqlEqVSCYCdnR0uXrzIlStXGB0dBaBYLFIsFrtZoqQu\nMiRIQ8wQIOk4Hm6QJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAk\nSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElB\nhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUFFVI+EfACvA14A8iGkOSJEUoqpAwAiwB/yKi7UuS\npIg9HNF2X977+vGIti9JkiLmmgRJkhQU1Z4ESeq4UqlEqVQCYGdnh+3tbS5cuMDo6CgAxWKRYrHY\nzRKlgdJOSHgZmD+hzXcC1fuuRpKOsT8EVKtVcrkcpVKJbDbb5cqkwdROSPhp4N+e0Gb7AWrh8uXL\njI2NHXjNTwaSJLXs35t21507dyIbr52Q8NW9R2SuXr3qJwJJko4Q+uB8d69aFKJak/AU8O69rw8B\n3wGcAb4IvBnRmJIkqYOiOrthgdbahJeBs8AXgHUgmqgjaWhsbW0xOzvL9PQ0ANPT08zOzrK1tdXd\nwqQBFNWehI/jNRIkdVCz2aRQKFCr1Wg0Gvder9fr1Ot1bt68SSaToVwuk0gkulipNDg8BVJSz2s2\nm0xNTbGxsXFkm0ajQaPR4NKlS1QqFYOC1AFeTElSzysUCscGhP3q9TqFQiHiiqThYEiQ1NM2Nzep\n1Wpt9anVaq5RkDrAkCCppy0uLh5Yg3AajUaDhYWFiCqShochQVJPW1tbi7WfpG8yJEjqabu7u7H2\nk/RNhgRJPW1kZCTWfpK+yZAgqadNTEzcV7/JyckOVyINH0OCpJ42Pz9PMplsq08ymWRubi6iiqTh\nYUiQ1NNSqRSZTKatPplMhlQqFU1B0hAxJEjqeeVymXQ6faq26XSapaWliCuShoMhQVLPSyQSVCoV\n8vn8kYcekskk+XyelZUVxsfHY65QGkzeu0FSX0gkEiwvL7O1tcXCwgKf//znqdfrpNNpXnjhBebn\n5yM7xFAqlSiVSgDs7Oywvb3NhQsXGB0dBaBYLFIsFiMZW+qmM90uYE8WWF9fXyebzXa7Fkl9oFqt\nksvliPv3RrfGlY5yd04COaDayW17uEGSJAUZEiTpFLa2tpidnWV6ehqA6elpZmdnvZGUBpprEiTp\nGM1mk0KhQK1WO3CjqXq9Tr1e5+bNm2QyGcrlMolEoouVSp1nSJDUNw4vILx48SJXrlyJbAFhs9lk\namqKjY2NI9s0Gg0ajQaXLl2iUqkYFDRQDAmS+kbcZxEUCoVjA8J+9XqdQqHA8vJyxFVJ8XFNgiQF\nbG5uUqvV2upTq9Vco6CBYkiQpIDFxcUDaxBOo9FosLCwEFFFUvwMCZIUsLa2Fms/qRcZEiQpYHd3\nN9Z+Ui8yJEhSwMjISKz9pF5kSJCkgImJifvqNzk52eFKpO4xJEhSwPz8/JF3nDxKMplkbm4uooqk\n+BkSJCkglUqRyWTa6pPJZCK7E6XUDYYESTpCuVwmnU6fqm06nWZpaSniiqR4GRIk6QiJRIJKpUI+\nnz/y0EMymSSfz7OyssL4+HjMFUrRMiRI0jESiQTLy8usrq4yMzNzb89COp1mZmaG1dVVlpeXDQga\nSN67QZJOIZVKcf36darVKrlcjhs3bpDNZrtdlhQp9yRIkqQg9yRI0gnivkW11CsMCZJ0AkOAhpWH\nGyRJUpAhQZIkBRkSJElSkCFBkiQFGRIkSVKQIUGSJAUZEiRJUlBUISEF/DywAXwN+J/Ay8BIRONJ\nkqQOi+piSu8FzgAv0QoI7wP+JXAW+NGIxpQkSR0UVUj4pb3HXVvAPwM+iSFBkqS+EOeahDHgqzGO\nJ0mSHkBc925IAz8M/EhM40lSXzt8U6nt7W0uXLjgTaUUq3b3JLwMvHXC4/AN1p8AfhG4AVx/gFol\naWgUi0VeeeUVHn/8cTY2Nnj99dfZ2Njg8ccf55VXXjEgKBZn2mz/2N7jONvAN/aePwEsA6vAx4/p\nkwXWn3/+ecbGxg68YVqWNGyazSaFQoFarUaj0fhT7yeTSTKZDOVymUQi0YUK1S379zDddefOHW7d\nugWQA6qdHK/dkNCOJ2kFhDXgY8Dbx7TNAuvr6+tks4d3REjS8Gg2m0xNTbGxsXFi23Q6TaVSMSgM\nuWq1Si6XgwhCQlQLF58EPkdrr8KPAgkgufeQJB2hUCicKiAA1Ot1CoVCxBVpmEW1cPGDtBYrvgf4\n3X2vvw08FNGYktTXNjc3qdVqbfWp1WpsbW2RSqWiKUpDLao9CZ/a2/ZDe1/fse97SVLA4uJicA3C\ncRqNBgsLCxFVpGHnvRskqUesra3F2k86iSFBknrE7u5urP2kkxgSJKlHjIzc3z3w7refdBJDgiT1\niImJifvqNzk52eFKpBZDgiT1iPn5eZLJ9s4UTyaTzM3NRVSRhp0hQZJ6RCqVIpPJtNUnk8l4+qMi\nY0iQpB5SLpdJp9OnaptOp1laWoq4Ig0zQ4Ik9ZBEIkGlUiGfzx956CGZTJLP51lZWWF8fDzmCjVM\nDAmS1GMSiQTLy8usrq4yMzNzb89COp1mZmaG1dVVlpeXDQiKXFSXZZYkPaBUKsX169fv3cDnxo0b\n3gRPsTIkSFIP2n9L4J2dHS5evMiVK1cYHR0FoFgsUiwWu1mihoAhQZJ6kCFAvcA1CZIkKciQIEm6\np1Qq8eKLL/LUU0/x6KOP8sgjj/Doo4/y1FNP8eKLL947BKLh4OEGSRIAzWaTa9euUavVDtyyend3\nlzfffJPd3V2uXbvGBz7wARKJRBcrVVwMCZIkms0mU1NTbGxsHNmm0WjQaDS4dOkSlUrFoDAEPNwg\nSaJQKBwbEPar1+sUCoWIK1IvMCRI0pDb3NykVqu11adWq7G1tRVNQeoZhgRJGnKLi4sH1iCcRqPR\nYGFhIaKK1CsMCZI05NbW1mLtp/5hSJCkIbe7uxtrP/UPQ4IkDbmRkZFY+6l/GBIkachNTEzcV7/J\nyckOV6JeY0iQpCE3Pz9PMplsq08ymWRubi6iitQrDAmSNORSqRSZTKatPplMhlQqFU1B6hmGBEkS\n5XKZdDp9qrbpdJqlpaWIK1IvMCRIkkgkElQqFfL5/JGHHpLJJPl8npWVFcbHx2OuUN1gSJAkAa2g\n8NJLL/HMM89w/vx5zp49y8jICGfPnuX8+fM888wzvPTSSwaEIeINniRJ9xSLRYrFYrfLUI9wT4Ik\nSQoyJEiSpCBDgiRJCjIkSJKkIEOCJEkKMiRIkqQgQ4IkSQoyJEiSpCBDgiRJCjIkSJKkIEOCJEkK\niiokvApsA18HbgP/BjgX0ViSJCkCUYWEXwH+BnAR+D4gDfxCRGNJkqQIRHUXyKv7nn8J+DHgM8BD\nwJ9ENKYkSeqgONYkvBv4m8AyBgRJkvpGlCHhx4A/An4P+HbgoxGOJUmSOqydkPAy8NYJj+y+9j8O\nPAt8CPgG8O+BMw9csSRJikU7f7Qf23scZ5tWIDjsSVprE54DVgLvZ4H1559/nrGxsQNvFItFisVi\nG2VKkjSYSqUSpVLpwGt37tzh1q1bADmg2snx4vpkf55WgPgu4Fbg/Sywvr6+TjabDbwtSZJCqtUq\nuVwOIggJUZzdMLn3+M/AHwDvARaALwKrEYwnSZIiEMXCxa8Bfx34T0AN+Hngt2jtRfh/EYwnSZIi\nEMWehN8G/nIE25UkSTHy3g2SJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJ\nkoIMCZIkKciQIEmSggwJkiQpKIp7N0iSdGqlUolSqQTAzs4O29vbXLhwgdHRUQCKxSLFYrGbJQ4t\nQ4Ikqav2h4BqtUoul6NUKpHNZrtcmTzcIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJ6rqtrS1mZ2eZ\nnp4GYHp6mtnZWba2trpb2JDz7AZJUtc0m00KhQK1Wo1Go3Hv9Xq9Tr1e5+bNm2QyGcrlMolEoouV\nDidDgiSpK5rNJlNTU2xsbBzZptFo0Gg0uHTpEpVKxaAQMw83SJK6olAoHBsQ9qvX6xQKhYgr0mGG\nBElS7DY3N6nVam31qdVqrlGImSFBkhS7xcXFA2sQTqPRaLCwsBBRRQoxJEiSYre2thZrP90fQ4Ik\nKXa7u7ux9tP9MSRIkmI3MjISaz/dH0OCJCl2ExMT99VvcnKyw5XoOIYESVLs5ufnSSaTbfVJJpPM\nzc1FVJFCDAmSpNilUikymUxbfTKZDKlUKpqCFGRIkCR1RblcJp1On6ptOp1maWkp4op0mCFBktQV\niUSCSqVCPp8/8tBDMpkkn8+zsrLC+Ph4zBXKkCBJ6ppEIsHy8jKrq6vMzMzc27OQTqeZmZlhdXWV\n5eVlA0KXeIMnSVLXpVIprl+/TrVaJZfLcePGDbLZbLfLGnruSZAkSUGGBEmSFGRIkCRJQYYESZIU\n5MJFSVJXlUolSqUSADs7O1y8eJErV64wOjoKQLFYpFgsdrPEoWVIkCR1lSGgd3m4QZIkBRkSJElS\nUNQh4Z3AbwBvAe+PeCzpVO4e+5Si5lxTv4s6JPw48OWIx5Da4i9uxcW5pn4XZUj4q8CLwD+IcAxJ\nkhSRqEJCArgG/C3g6xGN0RPi/qTQyfEeZFvt9m2n/WnantRmED/BOdc63965FuZc63z7fp1rUYSE\nM8CngJ8FqhFsv6f4n6nz7fv1P1PUnGudb+9cC3Oudb59v861dq6T8DIwf0KbCeAS8CjwTw+9d+ak\nAV577bU2yukNd+7coVqNLwt1crwH2Va7fdtpf5q2J7U57v24/806xbnW+fbOtTDnWufbRznXovzb\neeIf7n0e23scZxsoA98DvL3v9YeAPwE+DcwE+p0D1oAn26hHkiS1fJnWB/U3OrnRdkLCaZ0HvmXf\n908CvwR8H/BrwO0j+p3be0iSpPa8QYcDQlxSeJ0ESZL6TlxXXHz75CaSJEmSJEmSJEmSJEmx+xbg\nvwJfAH4b+OHulqMBdh74HPDfgd8Evr+r1WjQfQb4feDfdbsQDazvBmrA68Df6XItkXkHMLr3/M8A\nG8C3da8cDbAk3zwT59uAL9Gac1IUvovWL3FDgqLwMPA7tC4v8CitoPDudjYQ19kND+otYGfv+buA\n3X3fS53UAH5r7/n/pvUpr63/VFIbfhX4o24XoYE1SWuv6Bu05tl/BD7Uzgb6JSQA/Flau3//F/BT\nwP/tbjkaAt9J64Jj3u5cUj96goO/v36XNq9s3E8h4f8A3wF8O/BDwF/objkacI8B/xp4qduFSNJ9\neuBrFEUVEl4APksrwbwFfCTQ5geBTVq3kv514Ll97/1dWosUq8DIoX5fobWw7NmOVqx+FcVceyfw\nC8A/Af5LJFWrH0X1e82LzekoDzrnbnNwz8F5emTP6F8BFoDvpfWDffjQ+x8FvgHMAu8FfpLW4YPz\nR2xvHPjWveffSuuY8Xs7W7L6VKfn2hmgBPzjKIpVX+v0XLsrjwsXFfagc+5hWosVn6B1luDrwJ+L\nvOo2hX6wXwN+5tBr/4PWJ7eQLK0E/ht7j9CdJKVOzLXnaN2xtEprzn0BeKaDNWowdGKuQevmd18B\n3qR1Jk2uUwVq4NzvnPseWmc4fBH4gciqewCHf7BHaJ2dcHi3yVVahxGk++VcU1yca4pbV+ZcNxYu\nPg48BDQPvf4VWueoS53iXFNcnGuKWyxzrp/ObpAkSTHqRkj4PVrHfBOHXk/QuuCD1CnONcXFuaa4\nxTLnuhES/hhY509f9emDwEr85WiAOdcUF+ea4tbXc+4sresYPEtrscXlved3T8uYpnXaxgzwNK3T\nNv6Qk08Vkg5zrikuzjXFbWDnXJ7WD/QWrd0hd59f39fmk7QuALEDrHHwAhDSaeVxrikeeZxrilce\n55wkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSVIf+P9cYZ1EAfTlhQAA\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.356e-01 6.706e+01 inf -- -2.964e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.719e-01 6.609e+01 8.091e+01 -- -2.155e+02 -- 0.566297 0.565079 0.565579 0.565108 0.564503 0.565385 0.564367 0.564961\n", + " 3 3.379e+00 6.484e+01 7.996e+01 -- -1.355e+02 -- 0.138579 0.130954 0.131695 0.130103 0.128857 0.130335 0.128712 0.130511\n", + " 4 1.429e+00 6.354e+01 7.865e+01 -- -5.686e+01 -- -0.27205 -0.301257 -0.300578 -0.304918 -0.306545 -0.305024 -0.306246 -0.301896\n", + " 5 5.891e-01 6.225e+01 7.700e+01 -- 2.014e+01 -- -0.639865 -0.728428 -0.729483 -0.7395 -0.741278 -0.740758 -0.740477 -0.732461\n", + " 6 3.717e-01 6.064e+01 7.473e+01 -- 9.487e+01 -- -0.916158 -1.1392 -1.15122 -1.17266 -1.17468 -1.17713 -1.17495 -1.16261\n", + " 7 2.723e-01 5.813e+01 7.142e+01 -- 1.663e+02 -- -1.05542 -1.49675 -1.55907 -1.60318 -1.60661 -1.61473 -1.61106 -1.59295\n", + " 8 2.151e-01 5.427e+01 6.693e+01 -- 2.332e+02 -- -1.09159 -1.71699 -1.94737 -2.02949 -2.03872 -2.0544 -2.04928 -2.02094\n", + " 9 1.766e-01 4.902e+01 6.164e+01 -- 2.949e+02 -- -1.0864 -1.76184 -2.31512 -2.44735 -2.4733 -2.49635 -2.4886 -2.44039\n", + " 10 1.488e-01 4.321e+01 5.498e+01 -- 3.498e+02 -- -1.06321 -1.76835 -2.64945 -2.8386 -2.90987 -2.9371 -2.92734 -2.84392\n", + " 11 1.266e-01 3.774e+01 4.629e+01 -- 3.961e+02 -- -1.05206 -1.78791 -2.90485 -3.15492 -3.34002 -3.36876 -3.363 -3.22984\n", + " 12 1.020e-01 3.183e+01 3.581e+01 -- 4.319e+02 -- -1.04328 -1.80162 -3.05493 -3.33738 -3.73969 -3.77247 -3.78883 -3.60537\n", + " 13 8.417e-02 2.370e+01 2.339e+01 -- 4.553e+02 -- -1.03318 -1.80414 -3.12825 -3.41545 -4.06016 -4.10442 -4.17529 -3.97261\n", + " 14 5.584e-02 1.304e+01 1.058e+01 -- 4.659e+02 -- -1.02449 -1.80162 -3.1555 -3.47184 -4.25708 -4.30813 -4.44309 -4.307\n", + " 15 2.209e-02 4.062e+00 2.538e+00 -- 4.684e+02 -- -1.02032 -1.79854 -3.15803 -3.51038 -4.34263 -4.3778 -4.52295 -4.54752\n", + " 16 5.247e-03 5.023e-01 2.477e-01 -- 4.687e+02 -- -1.02062 -1.79556 -3.15642 -3.51858 -4.37903 -4.39008 -4.51121 -4.64796\n", + " 17 2.880e-03 1.411e-01 1.010e-02 -- 4.687e+02 -- -1.02146 -1.79354 -3.15518 -3.51435 -4.40201 -4.39592 -4.50461 -4.66221\n", + " 18 1.495e-03 7.076e-02 1.728e-03 -- 4.687e+02 -- -1.02146 -1.79301 -3.15424 -3.51272 -4.41468 -4.39804 -4.50083 -4.6632\n", + " 19 7.709e-04 3.584e-02 4.325e-04 -- 4.687e+02 -- -1.02146 -1.79285 -3.15372 -3.51155 -4.42128 -4.39875 -4.49916 -4.66361\n", + " 20 3.958e-04 1.822e-02 1.104e-04 -- 4.687e+02 -- -1.02145 -1.79279 -3.15346 -3.51104 -4.42469 -4.39897 -4.4983 -4.66381\n", + " 21 2.024e-04 9.268e-03 2.840e-05 -- 4.687e+02 -- -1.02145 -1.79276 -3.15333 -3.51076 -4.42644 -4.39904 -4.4979 -4.6639\n", + "********************\n", + "-1.02145 -1.79276 -3.15333 -3.51076 -4.42644 -4.39904 -4.4979 -4.6639\n", + "0.234388 0.20444 0.264527 0.210547 0.308149 0.209858 0.179189 0.173278\n", + "1.75973e-05 0.000353327 0.000863132 0.0021508 -0.00926831 -0.00174289 0.00467078 -0.00131932\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 4.687e+02 4.637e+02 -1.021e+00 -2.145e-02 9.96 +++\n", + "+++ 4.687e+02 4.671e+02 -1.021e+00 -5.214e-01 3.22 +++\n", + "+++ 4.687e+02 4.682e+02 -1.021e+00 -7.714e-01 0.935 +++\n", + "+++ 4.687e+02 4.677e+02 -1.021e+00 -6.464e-01 1.95 +++\n", + "+++ 4.687e+02 4.680e+02 -1.021e+00 -7.089e-01 1.41 +++\n", + "+++ 4.687e+02 4.681e+02 -1.021e+00 -7.402e-01 1.16 +++\n", + "+++ 4.687e+02 4.682e+02 -1.021e+00 -7.558e-01 1.05 +++\n", + "+++ 4.687e+02 4.682e+02 -1.021e+00 -7.636e-01 0.99 +++\n", + "+++ 4.687e+02 4.682e+02 -1.021e+00 -7.597e-01 1.02 +++\n", + "+++ 4.687e+02 4.682e+02 -1.021e+00 -7.617e-01 1 +++\n", + "\t### errors for param 1 ###\n", + "+++ 4.687e+02 4.683e+02 -1.793e+00 -1.589e+00 0.875 +++\n", + "+++ 4.687e+02 4.678e+02 -1.793e+00 -1.487e+00 1.84 +++\n", + "+++ 4.687e+02 4.680e+02 -1.793e+00 -1.538e+00 1.33 +++\n", + "+++ 4.687e+02 4.681e+02 -1.793e+00 -1.563e+00 1.09 +++\n", + "+++ 4.687e+02 4.682e+02 -1.793e+00 -1.576e+00 0.981 +++\n", + "+++ 4.687e+02 4.682e+02 -1.793e+00 -1.569e+00 1.04 +++\n", + "+++ 4.687e+02 4.682e+02 -1.793e+00 -1.573e+00 1.01 +++\n", + "\t### errors for param 2 ###\n", + "+++ 4.687e+02 4.683e+02 -3.153e+00 -2.889e+00 0.804 +++\n", + "+++ 4.687e+02 4.678e+02 -3.153e+00 -2.756e+00 1.76 +++\n", + "+++ 4.687e+02 4.681e+02 -3.153e+00 -2.823e+00 1.24 +++\n", + "+++ 4.687e+02 4.682e+02 -3.153e+00 -2.856e+00 1.01 +++\n", + "+++ 4.687e+02 4.682e+02 -3.153e+00 -2.872e+00 0.904 +++\n", + "+++ 4.687e+02 4.682e+02 -3.153e+00 -2.864e+00 0.957 +++\n", + "+++ 4.687e+02 4.682e+02 -3.153e+00 -2.860e+00 0.983 +++\n", + "+++ 4.687e+02 4.682e+02 -3.153e+00 -2.858e+00 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 4.687e+02 4.686e+02 -3.511e+00 -3.405e+00 0.282 +++\n", + "+++ 4.687e+02 4.684e+02 -3.511e+00 -3.353e+00 0.62 +++\n", + "+++ 4.687e+02 4.683e+02 -3.511e+00 -3.326e+00 0.835 +++\n", + "+++ 4.687e+02 4.682e+02 -3.511e+00 -3.313e+00 0.953 +++\n", + "+++ 4.687e+02 4.682e+02 -3.511e+00 -3.307e+00 1.01 +++\n", + "+++ 4.687e+02 4.682e+02 -3.511e+00 -3.310e+00 0.984 +++\n", + "+++ 4.687e+02 4.682e+02 -3.511e+00 -3.308e+00 0.999 +++\n", + "\t### errors for param 4 ###\n", + "+++ 4.687e+02 4.683e+02 -4.427e+00 -4.119e+00 0.792 +++\n", + "+++ 4.687e+02 4.678e+02 -4.427e+00 -3.965e+00 1.84 +++\n", + "+++ 4.687e+02 4.680e+02 -4.427e+00 -4.042e+00 1.31 +++\n", + "+++ 4.687e+02 4.682e+02 -4.427e+00 -4.080e+00 1.03 +++\n", + "+++ 4.687e+02 4.682e+02 -4.427e+00 -4.100e+00 0.907 +++\n", + "+++ 4.687e+02 4.682e+02 -4.427e+00 -4.090e+00 0.968 +++\n", + "+++ 4.687e+02 4.682e+02 -4.427e+00 -4.085e+00 1 +++\n", + "\t### errors for param 5 ###\n", + "+++ 4.687e+02 4.682e+02 -4.399e+00 -4.189e+00 0.899 +++\n", + "+++ 4.687e+02 4.677e+02 -4.399e+00 -4.084e+00 1.98 +++\n", + "+++ 4.687e+02 4.680e+02 -4.399e+00 -4.137e+00 1.33 +++\n", + "+++ 4.687e+02 4.682e+02 -4.399e+00 -4.163e+00 1.06 +++\n", + "+++ 4.687e+02 4.682e+02 -4.399e+00 -4.176e+00 0.941 +++\n", + "+++ 4.687e+02 4.682e+02 -4.399e+00 -4.170e+00 1 +++\n", + "\t### errors for param 6 ###\n", + "+++ 4.687e+02 4.682e+02 -4.498e+00 -4.319e+00 1.01 +++\n", + "\t### errors for param 7 ###\n", + "+++ 4.687e+02 4.686e+02 -4.664e+00 -4.577e+00 0.267 +++\n", + "+++ 4.687e+02 4.684e+02 -4.664e+00 -4.534e+00 0.602 +++\n", + "+++ 4.687e+02 4.683e+02 -4.664e+00 -4.512e+00 0.82 +++\n", + "+++ 4.687e+02 4.682e+02 -4.664e+00 -4.501e+00 0.942 +++\n", + "+++ 4.687e+02 4.682e+02 -4.664e+00 -4.496e+00 1.01 +++\n", + "********************\n", + "-1.02145 -1.79274 -3.15326 -3.51062 -4.42734 -4.39906 -4.49769 -4.66395\n", + "0.259766 0.220088 0.295514 0.2023 0.342171 0.229522 0.179146 0.167871\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nvogAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 1.071e+02 1.046e+01 inf -- 5.152e+02 -- -0.660422 -1.28544 -2.47192 -2.81652 -3.57876 -3.74527 -4.32957 -6.63198 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 2.672e+01 1.099e+01 2.000e+00 -- 5.172e+02 -- -0.619685 -1.25308 -2.4665 -2.85762 -3.55873 -3.77022 -4.28599 -6.33198 0.133144 0.179124 0.1802 0.166312 0.0659412 0.140772 0.112456 -0.971453\n", + " 5 9.529e+00 1.283e+01 1.721e+00 -- 5.189e+02 -- -0.585859 -1.22408 -2.4589 -2.89696 -3.54076 -3.79301 -4.25035 -6.03198 0.157464 0.240277 0.249232 0.240742 0.0381923 0.179734 0.122603 1.62466\n", + " 7 2.140e+01 1.475e+01 1.536e+00 -- 5.204e+02 -- -0.557456 -1.19853 -2.45014 -2.93384 -3.52464 -3.81372 -4.22037 -6.12619 0.175865 0.28851 0.308387 0.323331 0.0151409 0.217034 0.131397 0.0766008\n", + " 9 4.054e+01 1.673e+01 1.375e+00 -- 5.218e+02 -- -0.53338 -1.17617 -2.44091 -2.96736 -3.51007 -3.8326 -4.19508 -5.82619 0.19012 0.327294 0.359004 0.414056 -0.00394175 0.251863 0.139262 -0.0873399\n", + " 11 1.539e+02 1.878e+01 1.257e+00 -- 5.231e+02 -- -0.512807 -1.15664 -2.43168 -2.9966 -3.49691 -3.84978 -4.17339 -5.52619 0.201361 0.359027 0.402429 0.511897 -0.0199226 0.284261 0.146507 0.000430987\n", + " 13 6.674e+00 2.124e+01 1.152e+00 -- 5.242e+02 -- -0.495111 -1.13956 -2.42273 -3.02071 -3.48496 -3.86545 -4.15466 -5.35324 0.210341 0.385373 0.439852 0.614993 -0.0333288 0.314186 0.153466 0.00706348\n", + " 15 3.252e+00 2.410e+01 1.060e+00 -- 5.253e+02 -- -0.479803 -1.1246 -2.41423 -3.03903 -3.47409 -3.87976 -4.13835 -5.24709 0.217599 0.407526 0.472271 0.72086 -0.0446408 0.341603 0.160157 0.0117776\n", + " 17 2.016e+00 2.719e+01 9.825e-01 -- 5.263e+02 -- -0.466499 -1.11148 -2.40628 -3.05126 -3.46421 -3.89282 -4.124 -5.17073 0.223523 0.426356 0.500528 0.826462 -0.0542649 0.366566 0.166562 0.0156079\n", + " 19 1.362e+00 3.054e+01 9.145e-01 -- 5.272e+02 -- -0.454889 -1.09993 -2.3989 -3.05757 -3.45521 -3.90473 -4.1113 -5.1118 0.228399 0.442508 0.525313 0.928622 -0.0625105 0.389157 0.172682 0.0187539\n", + " 21 9.515e-01 3.414e+01 8.538e-01 -- 5.280e+02 -- -0.444723 -1.08976 -2.3921 -3.05859 -3.44701 -3.9156 -4.09998 -5.06443 0.232442 0.456468 0.547196 1.02454 -0.0696201 0.409485 0.178522 0.0213081\n", + " 23 7.093e-01 3.801e+01 7.988e-01 -- 5.288e+02 -- -0.435796 -1.08077 -2.38588 -3.05525 -3.43953 -3.92551 -4.08984 -5.0253 0.235816 0.468611 0.566644 1.11219 -0.0757858 0.427675 0.18409 0.0233356\n", + " 25 5.803e-01 4.215e+01 7.484e-01 -- 5.296e+02 -- -0.427935 -1.07281 -2.38021 -3.04863 -3.43269 -3.93455 -4.0807 -4.99237 0.23865 0.479229 0.584038 1.19049 -0.0811613 0.443868 0.189393 0.0248916\n", + " 27 4.826e-01 4.655e+01 7.016e-01 -- 5.303e+02 -- -0.421 -1.06576 -2.37506 -3.03976 -3.42645 -3.94279 -4.07243 -4.96428 0.241046 0.488555 0.599693 1.25918 -0.085871 0.458207 0.194441 0.0260258\n", + " 29 4.068e-01 5.122e+01 6.579e-01 -- 5.309e+02 -- -0.414869 -1.0595 -2.3704 -3.02952 -3.42074 -3.95028 -4.06492 -4.94006 0.243083 0.496775 0.613868 1.31864 -0.0900155 0.470841 0.199241 0.0267841\n", + " 30 3.534e+01 8.279e+04 1.751e+01 -- 5.134e+02 -- -0.360586 -1.00374 -2.32839 -2.92007 -3.3685 -4.01834 -3.99643 -4.7296 0.260518 0.56944 0.742943 1.82845 -0.126634 0.581593 0.244852 0.0310258\n", + " 31 2.628e+00 5.230e+02 1.385e+01 -- 5.273e+02 -- -0.367347 -0.995704 -2.41817 -2.93715 -3.22222 -3.67509 -3.96857 -4.92098 0.252274 0.493499 0.92368 1.27613 -0.141219 0.150824 0.421865 -1.06553\n", + " 33 1.245e+00 1.834e+02 5.511e+00 -- 5.328e+02 -- -0.366953 -0.996565 -2.41698 -2.92546 -3.2361 -3.70408 -3.95122 -4.90366 0.254103 0.498794 0.945127 1.30107 -0.17833 0.138325 0.416295 -0.885392\n", + " 34 2.632e+00 2.549e+02 4.231e+00 -- 5.370e+02 -- -0.363913 -1.00399 -2.39017 -2.80507 -3.34439 -3.93632 -3.87676 -4.84813 0.268355 0.551262 1.00931 1.53983 -0.400317 0.167888 0.35166 0.103037\n", + " 35 2.312e-01 2.769e+01 1.185e+00 -- 5.382e+02 -- -0.36551 -1.00259 -2.35867 -2.82081 -3.32433 -3.99735 -3.92146 -5.15833 0.258537 0.557539 0.798409 1.50393 -0.115974 0.467843 0.342653 -0.168121\n", + " 36 1.282e-01 1.344e+01 1.168e-01 -- 5.383e+02 -- -0.365155 -1.00375 -2.35465 -2.81558 -3.34281 -3.98947 -3.93824 -5.07587 0.261859 0.557604 0.867168 1.51669 -0.142791 0.48333 0.289755 -0.174609\n", + " 37 2.322e-01 2.131e+00 2.015e-02 -- 5.383e+02 -- -0.365299 -1.00349 -2.35109 -2.82381 -3.34204 -3.98257 -3.95106 -5.06742 0.260301 0.559365 0.842097 1.51206 -0.130381 0.490731 0.287031 -0.152216\n", + " 38 6.590e-02 2.211e+00 4.939e-03 -- 5.383e+02 -- -0.365272 -1.00361 -2.3515 -2.82539 -3.34697 -3.98003 -3.95473 -5.01474 0.260526 0.558922 0.844539 1.51206 -0.138355 0.502691 0.282545 -0.116878\n", + " 39 5.891e-02 3.773e-01 1.420e-03 -- 5.383e+02 -- -0.365297 -1.00355 -2.3514 -2.82741 -3.34661 -3.9783 -3.95801 -4.99087 0.260204 0.559082 0.839989 1.51118 -0.135923 0.505973 0.282768 -0.109176\n", + " 40 2.572e-02 4.637e-01 4.968e-04 -- 5.383e+02 -- -0.365292 -1.00357 -2.35165 -2.82796 -3.34757 -3.97813 -3.95907 -4.96797 0.260227 0.558996 0.840181 1.51095 -0.137625 0.508445 0.282456 -0.102744\n", + " 41 1.649e-02 5.031e-02 1.977e-04 -- 5.383e+02 -- -0.365297 -1.00356 -2.35169 -2.8285 -3.34746 -3.97798 -3.95998 -4.95472 0.260155 0.559001 0.83919 1.51074 -0.137022 0.509266 0.282795 -0.100101\n", + " 42 9.246e-03 1.178e-01 8.567e-05 -- 5.383e+02 -- -0.365297 -1.00356 -2.35177 -2.82872 -3.34765 -3.9781 -3.96035 -4.94463 0.260153 0.558976 0.839165 1.51071 -0.137277 0.509832 0.282928 -0.0984504\n", + "********************\n", + "-0.365297 -1.00356 -2.35177 -2.82872 -3.34765 -3.9781 -3.96035 -4.94463 0.260153 0.558976 0.839165 1.51071 -0.137277 0.509832 0.282928 -0.0984504\n", + "0.0033599 0.00994879 0.12815 0.199699 0.0939759 0.373185 0.0923458 1.11837 0.0669538 0.104719 0.458098 0.560874 0.328106 0.903943 0.28723 1.91846\n", + "-0.117785 0.0115573 -0.00195453 -0.00472824 0.000416438 -0.000751097 -0.0358018 0.00519553 -0.00437069 -0.000802906 -0.00125322 -8.26251e-05 0.00185064 0.000334232 0.00218703 -0.00017406\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:Line magic function `%autoreload` not found.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 5.384e+02 5.381e+02 -3.653e-01 -3.636e-01 0.473 +++\n", + "+++ 5.384e+02 5.376e+02 -3.653e-01 -3.628e-01 1.49 +++\n", + "+++ 5.384e+02 5.379e+02 -3.653e-01 -3.632e-01 0.867 +++\n", + "+++ 5.384e+02 5.378e+02 -3.653e-01 -3.630e-01 1.14 +++\n", + "+++ 5.384e+02 5.379e+02 -3.653e-01 -3.631e-01 0.998 +++\n", + "\t### errors for param 1 ###\n", + "+++ 5.384e+02 5.382e+02 -1.004e+00 -9.986e-01 0.343 +++\n", + "+++ 5.384e+02 5.379e+02 -1.004e+00 -9.961e-01 0.962 +++\n", + "+++ 5.384e+02 5.376e+02 -1.004e+00 -9.949e-01 1.48 +++\n", + "+++ 5.384e+02 5.378e+02 -1.004e+00 -9.955e-01 1.2 +++\n", + "+++ 5.384e+02 5.378e+02 -1.004e+00 -9.958e-01 1.08 +++\n", + "+++ 5.384e+02 5.378e+02 -1.004e+00 -9.959e-01 1.02 +++\n", + "+++ 5.384e+02 5.379e+02 -1.004e+00 -9.960e-01 0.989 +++\n", + "+++ 5.384e+02 5.378e+02 -1.004e+00 -9.960e-01 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 5.384e+02 5.382e+02 -2.352e+00 -2.288e+00 0.363 +++\n", + "+++ 5.384e+02 5.378e+02 -2.352e+00 -2.256e+00 1.15 +++\n", + "+++ 5.384e+02 5.380e+02 -2.352e+00 -2.272e+00 0.665 +++\n", + "+++ 5.384e+02 5.379e+02 -2.352e+00 -2.264e+00 0.878 +++\n", + "+++ 5.384e+02 5.378e+02 -2.352e+00 -2.260e+00 1.01 +++\n", + "\t### errors for param 3 ###\n", + "+++ 5.384e+02 5.382e+02 -2.829e+00 -2.729e+00 0.379 +++\n", + "+++ 5.384e+02 5.378e+02 -2.829e+00 -2.679e+00 1.17 +++\n", + "+++ 5.384e+02 5.380e+02 -2.829e+00 -2.704e+00 0.689 +++\n", + "+++ 5.384e+02 5.379e+02 -2.829e+00 -2.692e+00 0.902 +++\n", + "+++ 5.384e+02 5.378e+02 -2.829e+00 -2.685e+00 1.03 +++\n", + "+++ 5.384e+02 5.379e+02 -2.829e+00 -2.688e+00 0.964 +++\n", + "+++ 5.384e+02 5.379e+02 -2.829e+00 -2.687e+00 0.996 +++\n", + "\t### errors for param 4 ###\n", + "+++ 5.384e+02 5.382e+02 -3.348e+00 -3.301e+00 0.337 +++\n", + "+++ 5.384e+02 5.379e+02 -3.348e+00 -3.277e+00 0.983 +++\n", + "+++ 5.384e+02 5.376e+02 -3.348e+00 -3.265e+00 1.56 +++\n", + "+++ 5.384e+02 5.377e+02 -3.348e+00 -3.271e+00 1.24 +++\n", + "+++ 5.384e+02 5.378e+02 -3.348e+00 -3.274e+00 1.11 +++\n", + "+++ 5.384e+02 5.378e+02 -3.348e+00 -3.276e+00 1.04 +++\n", + "+++ 5.384e+02 5.378e+02 -3.348e+00 -3.276e+00 1.01 +++\n", + "+++ 5.384e+02 5.379e+02 -3.348e+00 -3.277e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 5.384e+02 5.381e+02 -3.978e+00 -3.792e+00 0.447 +++\n", + "+++ 5.384e+02 5.376e+02 -3.978e+00 -3.698e+00 1.41 +++\n", + "+++ 5.384e+02 5.379e+02 -3.978e+00 -3.745e+00 0.822 +++\n", + "+++ 5.384e+02 5.378e+02 -3.978e+00 -3.722e+00 1.08 +++\n", + "+++ 5.384e+02 5.379e+02 -3.978e+00 -3.733e+00 0.946 +++\n", + "+++ 5.384e+02 5.378e+02 -3.978e+00 -3.727e+00 1.01 +++\n", + "+++ 5.384e+02 5.379e+02 -3.978e+00 -3.730e+00 0.979 +++\n", + "+++ 5.384e+02 5.379e+02 -3.978e+00 -3.729e+00 0.996 +++\n", + "\t### errors for param 6 ###\n", + "+++ 5.384e+02 5.382e+02 -3.961e+00 -3.914e+00 0.206 +++\n", + "+++ 5.384e+02 5.381e+02 -3.961e+00 -3.891e+00 0.527 +++\n", + "+++ 5.384e+02 5.380e+02 -3.961e+00 -3.880e+00 0.771 +++\n", + "+++ 5.384e+02 5.379e+02 -3.961e+00 -3.874e+00 0.919 +++\n", + "+++ 5.384e+02 5.378e+02 -3.961e+00 -3.871e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 5.384e+02 5.382e+02 -4.938e+00 -4.387e+00 0.366 +++\n", + "+++ 5.384e+02 5.370e+02 -4.938e+00 -4.112e+00 2.72 +++\n", + "+++ 5.384e+02 5.379e+02 -4.938e+00 -4.250e+00 0.924 +++\n", + "+++ 5.384e+02 5.376e+02 -4.938e+00 -4.181e+00 1.5 +++\n", + "+++ 5.384e+02 5.378e+02 -4.938e+00 -4.215e+00 1.17 +++\n", + "+++ 5.384e+02 5.378e+02 -4.938e+00 -4.232e+00 1.04 +++\n", + "+++ 5.384e+02 5.379e+02 -4.938e+00 -4.241e+00 0.98 +++\n", + "+++ 5.384e+02 5.378e+02 -4.938e+00 -4.237e+00 1.01 +++\n", + "\t### errors for param 8 ###\n", + "+++ 5.384e+02 5.379e+02 2.601e-01 3.271e-01 0.994 +++\n", + "\t### errors for param 9 ###\n", + "+++ 5.384e+02 5.382e+02 5.590e-01 6.113e-01 0.275 +++\n", + "+++ 5.384e+02 5.380e+02 5.590e-01 6.375e-01 0.603 +++\n", + "+++ 5.384e+02 5.379e+02 5.590e-01 6.506e-01 0.808 +++\n", + "+++ 5.384e+02 5.379e+02 5.590e-01 6.571e-01 0.921 +++\n", + "+++ 5.384e+02 5.379e+02 5.590e-01 6.604e-01 0.979 +++\n", + "+++ 5.384e+02 5.378e+02 5.590e-01 6.620e-01 1.01 +++\n", + "\t### errors for param 10 ###\n", + "+++ 5.384e+02 5.379e+02 8.389e-01 1.297e+00 0.964 +++\n", + "+++ 5.384e+02 5.374e+02 8.389e-01 1.526e+00 1.86 +++\n", + "+++ 5.384e+02 5.376e+02 8.389e-01 1.412e+00 1.4 +++\n", + "+++ 5.384e+02 5.378e+02 8.389e-01 1.354e+00 1.18 +++\n", + "+++ 5.384e+02 5.378e+02 8.389e-01 1.326e+00 1.07 +++\n", + "+++ 5.384e+02 5.378e+02 8.389e-01 1.311e+00 1.02 +++\n", + "+++ 5.384e+02 5.379e+02 8.389e-01 1.304e+00 0.991 +++\n", + "\t### errors for param 11 ###\n", + "+++ 5.384e+02 5.380e+02 1.511e+00 2.072e+00 0.717 +++\n", + "+++ 5.384e+02 5.377e+02 1.511e+00 2.352e+00 1.37 +++\n", + "+++ 5.384e+02 5.378e+02 1.511e+00 2.212e+00 1.04 +++\n", + "+++ 5.384e+02 5.379e+02 1.511e+00 2.142e+00 0.876 +++\n", + "+++ 5.384e+02 5.379e+02 1.511e+00 2.177e+00 0.957 +++\n", + "+++ 5.384e+02 5.379e+02 1.511e+00 2.195e+00 0.999 +++\n", + "\t### errors for param 12 ###\n", + "+++ 5.384e+02 5.380e+02 -1.371e-01 1.910e-01 0.629 +++\n", + "+++ 5.384e+02 5.377e+02 -1.371e-01 3.551e-01 1.31 +++\n", + "+++ 5.384e+02 5.379e+02 -1.371e-01 2.730e-01 0.947 +++\n", + "+++ 5.384e+02 5.378e+02 -1.371e-01 3.141e-01 1.13 +++\n", + "+++ 5.384e+02 5.378e+02 -1.371e-01 2.935e-01 1.03 +++\n", + "+++ 5.384e+02 5.379e+02 -1.371e-01 2.833e-01 0.991 +++\n", + "\t### errors for param 13 ###\n", + "+++ 5.384e+02 5.380e+02 5.100e-01 1.414e+00 0.77 +++\n", + "+++ 5.384e+02 5.378e+02 5.100e-01 1.866e+00 1.16 +++\n", + "+++ 5.384e+02 5.378e+02 5.100e-01 1.640e+00 1 +++\n", + "\t### errors for param 14 ###\n", + "+++ 5.384e+02 5.379e+02 2.831e-01 5.706e-01 0.999 +++\n", + "\t### errors for param 15 ###\n", + "********************\n", + "-0.365298 -1.00356 -2.3518 -2.8289 -3.34762 -3.97818 -3.96065 -4.9382 0.260133 0.55897 0.838914 1.51069 -0.137073 0.510048 0.283115 -0.0975401\n", + "0.00220546 0.00757768 0.0921231 0.142074 0.0708427 0.249334 0.0895957 0.701524 0.0669616 0.10308 0.465309 0.683925 0.420368 1.13017 0.287504 9.44994\n", + "********************\n" + ] + } + ], + "source": [ + "%autoreload\n", + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 4.29089818, 3.08255955, 2.39741626, 2.78529154, -0.1630473 ,\n", + " 0.39141847, 0.14017202, -0.03115664])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAAAAAAAAYIP6/8Ck6KtaBWujAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiMAAAGYCAYAAACQz+KaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.6)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjYAAAGJCAYAAACZwnkIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3Xnc1PP+//HHdJU27QsttjihRalUOLIlUfgSTleSlLWS\nKOScwkE4HI5jKVtKlssWR+SkrNlLV7SQDooWS0pFe13X74/XZ34z1zTr9fnMfOaaed5vt8/tM9dn\ne79m6mpevVcQEREREREREREREREREREREREREREREREREREREREREREREREREREREREREamITgSe\nAJYCm4CVwH+ADkne3xiYDKxx7v8IOMHzKEVERESS8DzwDnA50A3ogyUn24HjE9xbFVgIfA8UYknS\ny8693dIUr4iIiEhMjaMcqwn8CMxKcO8QoAToEnasAFgEfOJJdCIiIiIeeBv4KsE1s4AvoxwfjSU8\nTbwOSkRERFJXye8AfFYH62OzOMF1bYAFUY4vdPatvQxKREREyiffE5sHgerAuATX1QfWRTkePNbA\ny6BERESkfCr7HYCPbgH6AcOA+T7HIiIiIh7I18TmRuBvwF+B8UlcvxartYlUP+x8LE1QHxwREZHy\n+NHZkpaPic2NYdsdSd6zEDgsyvG2zn5RjPuaNG3adPXq1atTi1BEREQAVgFHkEJyE0hfLFlpLPB3\nrBnqxhTuuwyr2ekKzHGOVQY+BzYCR8W4rwMw76mnnuLQQw8tV8C5YsSIEdx7771+h5EV9FmYRJ9D\nz549WbNmDY0aNWLGjBkZjCyz9PchRJ+F0edgvvrqK/r37w/QEShO9r58qrEZiSU1M4DXsSQlXHA+\nmonAAKAFsMI59jgwFHgBG+K9Bpvb5k9A90QFH3rooXTokOwEx7mpbt26ef8ZBOmzMIk+hz322OP/\n73P589LfhxB9Fkafgzv5lNj0BkqBns4WrhSbcA9spFglytZmbcdmG74TuB+ogXU4PgV4P30hi4iI\nSCryKbFJtGxC0IXOFukXYKBn0YiIiIjn8n0eGxEREckhSmwkIwoLC/0OIWvoszD6HIw+hxB9Fkaf\ngzv5Nioq0zoA8+bNm6eOYCIpat68OatWraJZs2asXLnS73BEJMOKi4vp2LEjpDgqSjU2IiIikjOU\n2IiIiEjOUGIjIiIiOUOJjYiIiOQMJTYiIiKSM5TYiIiISM5QYiMiIiI5Q4mNiIiI5AwlNiIiIpIz\nlNiIiIhIzlBiIyIiIjlDiY2IiIjkDCU2IiIikjOU2IiIiEjOqOzRc1oCXYC9gEZAHWA9sAb4CfgU\n+MajskRERESiKm9iUwXoDZwLdAP2BgJxri/FEpz3gOeB14Cd5SxbREREJKpUE5s6wJXA5VjtTLIC\nQBOgr7P9DIwH7gM2pBiDiIiISFTJJjZ7AFcB1wF1w45/BXyCNTV9AawF1gEbsSSoPtAQaA90xpqr\nDsGSor87z/wHcA+ww91bERERkXyXbGKzCDjIeb0MeAZ4Cvg6zj1rne1/wMfABOf4IUB/oB+wP3A7\nMBjrpyMiIiJSbsmOijoIWAicDRwIjCV+UhPPEmCM85yzneceFPcOERERkSQkW2NzLvCix2WXAi8B\nLwN9PH62iIiI5KFka2y8TmrClab5+SIiIpInNEGfiIiI5AwlNiIiIpIzvJp5GKA2cA7QFZuzpjow\nCPg+7Jpm2DDwrcB3HpYtIiIi4lliczk2bLt22LFSoGbEdccDU4BtWJKzzqPyRURERDxpihoDPIgl\nNduA4jjXFmGzDldFI6FERETEY24Tm3bYDMJgSUsToFOc63dhQ7wBurssW0RERKQMt4nNFdg6UHOA\n87EVvRP5yNkf5rJsERERkTLcJjbHOfsHgJIk71nm7Ju6LFtERESkDLeJTVOsk/DiFO7Z7OyruSxb\nREREpAy3ic1OZ1+Qwj0NnP0Gl2WLiIiIlOE2sVmJ9bE5JIV7jnH237osW0RERKQMt4nNO87+/CSv\nrwtc6rx+y2XZIiIiImW4TWwewvrYdMcm6YunIfAKsBewHXjYZdkiIiIiZbhNbBYCd2HNUQ8ALwN9\nnXMB4CjgPGA88A2hZqibgBUuyxYREREpw4slFa4HagDDgDOcLeiRKNffDdzhQbkiIiIiZXixpEIp\nMBzoAbxN7PlsPgR6Atd4UKaIiIjIbrxc3ftNZ6sNHA40xoaBrwG+AH71sCwRERGR3XiZ2ARtBN5L\nw3NFRERE4nLbFFXPkyhEREREPOA2sfkJG8J9LloiQURERHzmNrGpApwGPAv8DEwGTsKGeouIiIhk\nlNvEZgKw1nldCxgAzABWAf8COrl8voiIiEjS3CY2Q4EmWK1NEbZydwDYG7gS+BT4GrgBONBlWSIi\nIiJxeTGPzU5gOjbD8F5Af+C/wC4syfkTNtPwUuAT4AqgkQflioiIiJThRWITbhPwDNALq8kZBnzs\nnAsAnYF/Y01V//W47GTsCdwJzMTm1ykBbkzy3oHO9dG2xvFu3LChfMGKiIhIarxObML9iq0RdTTQ\nAhgDfOmcq4zNVJxpDYGLsU7PLzvHSlN8xkCga8S2Lt4Nw4bBxo0pliIiIiIpS8cEfdEsB14CqgNN\ngboZKjdaHMG5dxoAF5XjGYuA4lRu+OEH6NULZsyAmjXLUaKIiIgkJZ01NmBJzEhgHrAY+BuhpGZb\nmstOpLxD0lO+74EH4PPP4fTTYcuWcpYqIiIiCaUjsakDDMYWxPweuAtbOyqANfu8BQzCOhpXRK9h\nHabXAlOB1oluaNsWpk+Hjz+GPn1gm98pnYiISI7yqimqKtAbGxl1ivNzuPnA09iQ8B89KjPTfgRu\nxUZ2bQQOA0Y7Px8FLIx3c7duMG0a9O4NffvC889DlSrpDllERCS/uE1sugP9gLOwVb3DLcNGSD0N\nLHFZTjZ4w9mCPsCGuS8EbgbOTPSA7t1h6lQ480wYMACeegoKCtITrIiISD5ym9jMjPh5LfA8lsx8\n5PLZFcH3wIfYyKik9OoFzz4L554LVavC449DpXT3dBIREckTXjRFbQGmYcnMDKz/Sb6JO2R8xIgR\n1K1bdiDYZZcVMn58IdWrw/jxENDqWiIikqeKioooKioqc2z9+vXlepbbxGYgNoz7D5fPqahaAMdQ\ntolqN/feey8dOnTY7XiHDjB4MFSvDnffreRGRETyU2FhIYWFhWWOFRcX07Fjx5Sf5TaxmeLyfj+c\nAtTEFu0EG9V0tvN6OlYDNRFb0LMFsMI5Nwsb6bUYS+TaAtdiNVRjyxPIoEE2/HvYMEtuxo0rz1NE\nREQkKFMT9GWT8cB+zutS4BxnKwUOAH7AhsFXouycNQuxUV/7YBMN/gK8CdwCfFPeYIYOha1bYdQo\nS27GjCnvk0RERCQfE5sDkrjmQmcLd3UaYgFg5EiruRk71pKbkSPTVZKIiEhuSzaxKSHUQbYgxvHy\n0GBnx5gxltyMGgXVqllNjoiIiKQmlRqbWF1b1eXVI7feGupzU62adSwWERGR5CWb2Nzs7CNrZ26O\nvDAFbmp6clIgYKOjtm6Fiy+2Zql+/fyOSkREpOJINrG5KcXjUk6BgC2auWWLzU5ctaqtLyUiIiKJ\nac7bLFSpEjz2GJxzDhQW2gKaIiIikpjbUVHHYk1KnwGbk7ynGtDFuW+2y/JzVkEBTJliK4H36QOv\nvWZrTYmIiEhsbmts3nG2/VO4p3nYfRJHlSpQVAQnnACnnw6zlQaKiIjEpaaoLFe1qq0IfuSRtoDm\nJ5/4HZGIiEj28iOxCZa5y4eyK6Tq1WHaNGjfHnr2hOJivyMSERHJTn4kNsHlDDb4UHaFVbOmdSJu\n2RJ69IBFi/yOSEREJPuk2nl437DX4RPzNSXxCt9VgYOwtZUAvkyx7LxXuzbMmGF9brp3tz43LVv6\nHZWIiEj2SDWxWc7uE+sFgDdSeEYwIaqIK4P7rn59mDULjjvOEpzZs6FFC7+jEhERyQ7laYoKhG3R\njiXatgJ3AhPLHXWea9QI3nzT+t6ceCKsWOF3RCIiItkh1RqbQc6+FEtSHnd+HgOsjnNfKZbQrAbm\nk7jZShJo0gTefhu6dQvV3DRp4ndUIiIi/ko1sZkc8XMwsXkFWOw6GknJPvtYcnPMMdbn5t13rTZH\nREQkX7kdFXUCcDywzINYpBwOOMCSm7Vr4aSTYN06vyMSERHxj9vE5l3gPZJfTkHSoGVL63OzcqXN\nc7Nxo98RiYiI+EMzD+eINm1g5kxYutRmKN60ye+IREREMs/tIpjhKgHtgXZAA6A6ZUdORXOzh+Xn\nvQ4dbJ6bk06ytaVee81GTomIiOQLrxKbgcCN2AR+iZKZoFKU2Hiua1ebobhnT1sV/OWXbb0pERGR\nfOBFU9Rt2Oio/Ug+qSHFayUF3brZ2lJvvw19+8KOHX5HJCIikhluE5suwGjn9SysKaqD83MpUAA0\nAk7BhoQDfIAtwaD+PWnUvbutCj59OgwYALu05KiIiOQBt8nF5c7+e6A3sAAIrx8oBdZiSy6cCQwF\n/gzMAPZwWbYk0KsXFBXBCy/ARRdBSYnfEYmIiKSX28TmaGd/H6GEJl4T0wRgKnAYluRImvXpA1Om\nwBNPwLBhUBq50peIiEgOcZvYNMFqZRaFHQuvF6gS5Z6nnP25LsuWJPXrB489BhMmwMiRSm5ERCR3\nuR0VFUxcfgk7Fr4OVCN2X0MquGTjQS7LlhQMGgRbtlitTfXqMG6c3xGJiIh4z21iswbrCFw77NjP\nWK1NADiU3RObvZ19LZdlS4qGDoWtW2HUKEtuxozxOyIRERFvuU1sFmOJzSHA+86xbc7xtkBf4K2I\ne85z9j+6LFvKYeRIq7kZO9aSm5Ej/Y5IRETEO24Tm/eBk7DFMB8NO/4slthcCPzk/FwTuAAodK75\nr8uypZzGjLHkZtQoqFbNanJERERygdvE5j/Y7MG9seao4PKL9wEXA/sDfwP+6hwPjpj6DbjdZdni\nwq23wubNoT43gwb5HZGIiIh7bhObRVhtTWXKjoDa5Bx/EhsSHoi453xCnYjFB4EA3HOP9bm56CKr\nuenXz++oRERE3PFirah3YxxfDhyD9b9p7ZS1FJjvQZnigUAAHnzQkpsBA2xNqT59/I5KRESk/Lxc\n3TuWJc4mWahSJZvjZutWKCy0RTN79fI7KhERkfLRek1CQYHNTty7t9XYvPmm3xGJiIiUjxIbAaBK\nFVtX6oQT4PTTYfZsvyMSERFJXbJNURdgSyd4bUoaninlVLWqrQjeu7c1R82aBV27+h2ViIhI8pJN\nbCZhiU28BS5TVYoSm6xTvTpMmwYnnww9e8Lbb0OHDn5HJSIikpxUmqK8TGrS8TzxSM2a8Prr0LIl\n9OgBixYlvkdERCQbJFtj0yKtUUjWqV0bZsywPjfdu1ufm5Yt/Y5KREQkvmQTm+XpDEKyU/361s/m\nuOMswZk9G1ooxRURkSymUVESV6NGNvy7enU48URYofmiRUQkiymxkYSaNLFOxKWlVnPzo9ZlFxGR\nLOVlYlMbGIyt8v0a8BawX8Q1zYBWqM9OhbPPPpbcbNlifW7WrPE7IhERkd15ldhcDvyAJTWDgVOB\n44CaEdcdjy2CuRio71HZkiEtWsBbb8HatXDSSfDbb35HJCIiUpYXic0Y4EGsxmYbUBzn2iLgZ6Aq\noOUWK6CDD7Y+NytX2jw3Gzf6HZGIiEiI28SmHfB353UR0AToFOf6XcBLzuvuLssWn7RpAzNnwtdf\n2wzFmzb5HZGIiIhxm9hcgU20Nwc4H1ifxD0fOfvDXJYtPurQwea5+fxzW1tqyxa/IxIREXGf2Bzn\n7B8ASpK8Z5mzb+qybPFZ164wfTp8/LGtCr5tm98RiYhIvnOb2DTF1nxanMI9m519NZdlSxbo1g1e\necVGTPXtCzt2+B2RiIjkM7eJzU5nX5DCPQ2c/QaXZZfHnsCdwExgDVbLdGMK9zcGJjv3bsKa1U7w\nNsSK56ST4MUX4bXXYMAA2LXL74hERCRfuU1sVmJ9bA5J4Z5jnP23Lssuj4bAxUAV4GXnWGmS91bF\n5uY5HhgOnI6N8JoBdPM2zIqnd2949ll44QW46CIoSbZhUkRExEPJrhUVyztYUnM+8FQS19cFLnVe\nv+Wy7PJYDtRzXjcALkrh3sFAa+BI4FPn2LvAF1gtUFdPIqzA+vSBKVOgf39bguHBByGgNdxFRCSD\n3NbYPITVeHTHJumLpyHwCrAXsB142GXZbqX6lXsmsIRQUgM2fP0poDM21D3v9esHjz0GEybAyJG2\nDIOIiEimuK2xWQjcBVyLjYzqATznnAsARwGHA0cD/bBJ/ABuAiracoptgPeiHF/o7FsDWkUJGDTI\nhn8PG2Y1N+PG+R2RiIjkC7eJDcD1QA1gGHCGswU9EuX6u4E7PCg30+oD66IcDx5rEOVc3ho61JKb\na66x5GbMGL8jEhGRfOBFYlOKdaadBozG5raJ1sT1IXALNiJJ8sCoUZbcjB0LNWvCVVf5HZGIiOQ6\nLxKboDedrTbW/NQYGwa+Butg+6uHZflhLdEX7qwfdl4ijBlj60mNGmUT+h15pN8RiYhILnOb2EzC\namz+C7zgHNtI9L4oFd1Coi8D0dbZL4p144gRI6hbt26ZY4WFhRQWFnoXXZYKBOD22+GDD+D882H+\nfKhVy++oREQkmxQVFVFUVFTm2Pr1yazStDu3g3FLsMSmFzafS0XSEPgF68h8cxLXXwaMx4Z1z3GO\nVQY+x5K5o6Lc0wGYN2/ePDp06OA23grt22+hXTubnfixx/yORiqC5s2bs2rVKpo1a8bKlSv9DkdE\nMqy4uJiOHTsCdASKk73P7XDvNVhy9JPL52TSKcDZwGnOz62dn88GqjvHJgI7gH3C7nscWzriBaAQ\nG+L+PPAn4Lq0R13BHXgg3HcfTJwIL7+c+HoREZHycJvYfOns93MbSAaNxxKSiVht0znOz88BjZxr\nKjlbeI3WduBEbFLC+7HO0nthidL7mQi8orvwQjjzTLj4YvhRA+NFRCQN3CY2Tzr7gS6fk0kHEEpc\nCiJe/+Bcc2HEz0G/YO+1ITbE/Wjg7bRHnCMCAXjkEahSxZIcTd4nIiJec5vYTMaWRjgD+Dvu++xI\njmvYECZPhjfesCUXREREvOR2VNSfgX9iTThjgXOxJp0FwG/YkgPxzHZZvlRAJ58MV1xhk/edcAK0\nauV3RCIikivcJjbvYv1UgjU1BwM3OK/jNTQEnPMFLsuXCuof/4A334TzzoNPP4U99vA7IhERyQVu\nm6IgdvNTIM4W7z7JA9Wrw9NPw+LFcMMNia8XERFJhtsamxNc3Kuuo3nu8MPh1lth9Gg45RQ49li/\nIxIRkYrOi6YokXIbORKmT4cBA+CLLyBigmYREZGUeNEUJVJuBQUwZQqsXw/DhvkdjYiIVHRKbMR3\n++0H48dbn5uIpUJERERSosRGskK/fraO1OWXw4oVfkcjIiIVVbKJzWvYgo7p0AmYnqZnSwURCFit\nTa1acMEFUFLid0QiIlIRJZvYnArMBV7GlhHwQjdsvaU52HpLkufq1bP+Nu++C//6l9/RiIhIRZRs\nYnMztgjkGdhswd9iSyi0T+EZVYAjgNuA5dhikr2Brc6zRDj+eBsp9de/2igpERGRVCQ73PsmbF2o\nm4D+2EKSY4ExwBZgPraMwq/AOuB3oDZQH1sw8nCgHVCV0MR8u7BFNG9i98UmJY/deivMnGmzEn/2\nGVSr5ndEIiJSUaQyj81ybGXrm4HhwPlAPUKrXCfbRLUWS2juc54pUkbVqjZCqlMnuP56NUuJiEjy\nyjMq6jtgBNAE6AXchfWT2Rnj+p3AJ8CdWF+dpsDVKKmRONq0sfWk7r0XZs3yOxoREako3Mw8vB34\nr7OBLWjZEFvpuw6wHliD1dAkWuVbZDdXXGGzEg8cCAsWQIMGfkckIiLZzst5bHYBPwOLgA+BxcAv\nKKmRcqpUCSZPhq1b4dJLoVSri4mISAKaoE+yWtOm8PDDMHWqDQUXERGJR4mNZL2zz7ZJ+4YNg+++\n8zsaERHJZkpspEK47z5o2NBWAd8Zq5u6iIjkPSU2UiHUrg1PPgkff2yjpURERKJRYiMVxp//bPPa\n3HQTzJ3rdzQiIpKNlNhIhXLjjdC+PfTvD5s2+R2NiIhkGyU2UqFUqQJPPQUrVsA11/gdjYiIZBsl\nNlLhHHww3HMPTJhgE/iJiIgEKbGRCunSS6FXLxg0CH75xe9oREQkWyixkQopEICJE2024osu0qzE\nIiJilNhIhbXXXpbcvPoqPPqo39GIiEg28DKxOR54Evgf8Ae2RlSriGu6AUOA/h6WK3nstNOsWeqq\nq2DpUr+jERERv3mR2NQAngPeAs4DDnSOBaJcWwo8ADwB/MmDskW4+25o1syGgO/Y4Xc0IiLiJy8S\nm2eAc5zXc4F7nNfRej28D3yJJT1neVC2CDVr2hDw4mK45Ra/oxERET+5TWzOAE53Xg8BugCjEtzz\nH2d/rMuyRf6/zp1t8r5x4+Cjj/yORkRE/OI2sRno7J8FHkrynuBk+Ie6LFukjOuvhy5drEnq99/9\njkZERPzgNrHp4uyLUrjnR2ff2GXZImVUrmwLZa5ZA1de6Xc0IiLiB7eJTUOsL80PKdyzy6OyRXZz\n4IFw330waRJMnep3NCIikmluk4tghf+eKdzT3NmvdVm2SFQDB8JZZ8Ell8Dq1X5HIyIimeQ2sfkG\nG+HUMYV7TnH2i12WLRJVIAAPPwxVq1qSU1Lid0QiIpIpbhOb/zr7S4GCJK5vDVzgvNbyhZI2DRta\nc9SsWfDAA35HIyIimeI2sXkQm2X4UGAyUDXOtT2Amc41vwITXZYtEtfJJ8Pw4XDddbBY9YMiInnB\nbWKzBrjIeX0e8B0wwfk5AFwJPIpNyjcDaAKUAOcDm1yWLZLQHXdAixY2BHzbNr+jERGRdPNiZNLz\n2MzDG7HE5dKwcxcDg4FDnJ83YjMOv+FBuSIJVa8OTz9tNTY33OB3NCIikm5eDbmeiq0RdQMwj9CQ\n7qBFwDjgIGCaR2WKJKV9e5uR+K674N13/Y5GRETSqbKHz1oL3OpsBUB9Z78W0NKE4qurr4bp02HA\nAFiwAOrW9TsiERFJh3RNkrcL63/zE0pqJAsUFMCUKbBxIwwd6nc0IiKSLpr9V/LGvvvC+PHwzDO2\niYhI7nGb2OwBtHK2alHOVwfuAVYCW7DRUVe4LFOk3Pr1g8JCGDIEfkhlIRAREakQ3CY2/4d1DH4H\nG8Yd6SVgBNAUm7/mEODfwH0uyxUptwcfhNq1rb/Nrshu7iIiUqG5TWxOdvYvA9sjzvUKO78S+A8Q\nXLlnKHCky7JFyqVePXjiCZg9G+65x+9oRETES24Tm+AaUbOjnLvQ2S/FllI4y9kvwSbvuyjKPSIZ\ncfzxMGoU/O1v8PnnfkcjIiJecZvYNAZKgW+jPPck5/UDhFYB3+D8DHCUy7LLY0/gXmAV1udnPvCX\nJO4biDW1RdsapyNQSb9bboFWreC882DLFr+jERERL7hNbBo6+60Rx9sDtbCkJ3Kxy0XOfh+XZZfH\nS8AA4CagJzAXKAIKk7x/INA1YlvndZCSGVWr2qzE334Lo0f7HY2IiHjB7QR927GRTw0jjndz9iuB\nZRHngrU3yawG7qVTge5YEvOcc+w9YD/gLudYtA7Q4RYBxekKUDKvdWu480648kro1Qt69PA7IhER\nccNtjc1yrL9M14jjpzn796PcU9/Zr3FZdqrOxJKqFyKOT8JGbXVJ4hkBr4MS/w0bZgnNwIGwdq3f\n0YiIiBtuE5t3nP0wbC4bgNOB45zXr0e5p7Wz/9Fl2alqA3zF7rUyC519axJ7DdiJLRMxNcl7JMtV\nqgSTJtnq35dcAqWlfkckIiLl5TaxuR9bMmEvLEH4FRvWHcA66E6Nck+wsn9hlHPp1IDo/WHWhZ2P\n5UdsDazBWNI2FjgC+ARo612I4pemTeGRR+Cll2wouIiIVExuE5ulQH9gM5bMBJuZ1mN9WbZFXL83\nocTmbZdlZ9Ib2MrlrwMfAOOBY7DO0Tf7GJd4qE8fa4664gr47ju/oxERkfLwYnXvF7B5bHphictq\nYBrRa0cOA57BEoJozVTptJbotTL1w86n4nvgQ3bvXyQV2L//De+9B+efb/vKXvyGiIhIxnj1z/bP\nwONJXDfT2fywAKtFqkTZfjbBpqRFu92RnIQ9MkaMGEHdunXLHCssLKSwMNlR5pIptWvDk09Ct25w\nxx0wZozfEYmI5L6ioiKKiorKHFu/fn25npVPo3x6YrVEfYHnw47PwDoB70sSSUqYFliy9AbQJ8Y1\nHYB58+bNo0OHDikHLP4ZOxZuvx0++gg6d/Y7mvzUvHlzVq1aRbNmzVi5cqXf4YhIhhUXF9OxY0ew\nVQ6SnmolnyraZwCzgAlAbWy25EKsz895hJKaidgkfi2AFc6xWVifoMXAH1gtz7XYCKmxmQlfMumG\nG2DGDOjfH+bPh5o1/Y5IRESS4WVi0xBb2PIAbNbhZCbgy3TH27OAcU659bHh35E1OJWcLbw2ayGW\n/OyDTUj4C/AmcAvwTdqjloyrUsVmJT78cBg5Eh56yO+IREQkGV4kNnsB/wLOxpKZZJu3/BhRtAkY\n4WyxXEhoAc+gq9MWkWStli1t9e/LLrNZiU87LfE9IiLiL7fDvethswv3xZKkVPrs5FP/HqmgLrkE\neveGwYPh55/9jkZERBJxm9iMBg5yXs/EOug2xpKcSklsIlktEICJE20/eLBmJRYRyXZuk4sznP10\nLKmZic0+nGgxSZEKo3FjS26mT4eHH/Y7GhERicdtYrMf1lfmQQ9iEclavXtbX5urr4avv/Y7GhER\nicVtYvOHs//JbSAi2e6f/4TmzW0I+I4dfkcjIiLRuE1sFmCdgPfzIBaRrFazpg0Bnz8fbtYKYSIi\nWcltYhPscTDAbSAiFcERR8BNN8Ftt8GHH/odjYiIRHKb2DwPFAFnAte7D0ck+40eDV272kKZGzf6\nHY2IiIRzO0FfN2wJgv2xGX3PxFbvXgJsTuL+2S7LF8m4ypVtocx27eDKK2HSJL8jEhGRILeJzbvY\nqKjgZHvW7JeoAAAgAElEQVSdnA3iLygZcM4ns+yCSNZp0QLuvx8uvNBmJT77bL8jEhER8GaSvFgz\nCAfibPHuE6kQLrgA+vSBSy+FVav8jkZERMB9jc0JLu7VHK5SoQUCNmFf27ZWczNjBlTSfNoiIr7y\noilKJG81aACTJ8PJJ1vT1JVX+h2RiEh+0/8vRVzq0cMSmuuug0WL/I5GRCS/KbER8cDtt8NBB8F5\n58G2bX5HIyKSv9w2RUXqBHQHWgP1nWPrgEXAm8A8j8sTyQrVq9usxJ07w5gxcNddfkckIpKfvEps\nDgMeATrHueY2YA5wKbYUg0hOadcObr3VmqROOQVOcNO1XkREysWLpqjuWMISntTsBH52tp3OsQDQ\nBfjUuUck51x9NRx7rA0F/+03v6MREck/bhObhsALwB5ACfAYlrzUBJo4Ww3n2KPONVWxpRgauCxb\nJOsUFMATT8Dvv8PQoX5HIyKSf9wmNlcCdYAdQC/gEmCu83PQTufYpcCpzs91gREuyxbJSvvuCxMm\nQFERPPOM39GIiOQXt4lNL2f/APBGEtfPBO5zXp/qsmyRrFVYCP36wZAh8P33fkcjIpI/3CY2LbAZ\nhKelcM+rYfeK5KwHH4Tata2/za5dfkcjIpIf3CY21Zz9HyncE1z1u6rLskWyWt26MGUKzJ4Nd9/t\ndzQiIvnBbWLzEzbaqUMK97R39j+7LFsk6x13HFxzjc1tM3++39GIiOQ+t4nN+87+OqB2EtfXdq4F\n+MBl2SIVws03Q+vWNivxli1+RyMiktvcJjYPO/sWWJITb4K+zs41wb41D8e5ViRnVK1qsxIvW2aT\n94mISPq4nXn4A2A8MARoC3wMfIlNwhdsatobm8emVdh941GNjeSRVq3gzjth+HCoUgVuuglq1fI7\nKhGR3OPFkgrDsQ7BI7H+Nq2dLZoS4G5gtAflilQow4bB5s3w97/Dc8/BvfdCnz4QCPgdmYhI7vBi\nSYUS4FqsU/BDwDdRrvkfMMG55jpsiLhIXgkErCnqyy+hUyc45xxbU+qbaL8xIiJSLl4kNkELsSap\nlkB1oKmzVQcOBoZiq3yL5LX994f//AemTYMlS6BNG6vF2brV78hERCo+LxObcNuwoeA/Oa9FJMJp\np1ntzciRMG6cJThvJDN/t4iIxJSuxEZEklCjhiU1CxbYGlM9e1oT1apVfkcmIlIxeZnYVAHOxvrZ\nvA8sdrb3sf41ffCms7JIzjnkEHjrLRsW/v779vM998COHYnvFRGREK8SmzOBZcDz2ArfRwOHOtvR\n2MreLwDLnWtFJEIgYAtnfv01XHihzVjcsSN8+KHfkYmIVBxeJDZXAVOxjsJBy7C5bD7FkpmgpsCL\nzj0iEkWdOnDffTB3LlSvDn/+MwweDL/+6ndkIiLZz21i0xW4y3m9ERvK3Rg4EDjS2VoAeznnNmJz\n3dyJTdonIjF06AAffQQPPQQvvQQHHwyPPgolJX5HJiKSvdwmNlc7z9gIHIUlOdH+X7nGOXekc20B\nNqGfiMRRUACXXmrNU6edBpdcAkcfDZ9/7ndkIiLZyW1ic4yz/we2lEIiXwF3RNwrIgk0bgyTJ8N7\n78Hvv1vfmxEjYONGvyMTEckubhObetgswm+ncM+7zr6uy7JF8k63bjB/PvzjH/DYYzZ66rnnoFRz\neYuIAO4Tmx+xPjPlvVdEUlSlCowaBV99BUceCX37Qo8esHSp35GJiPjPbWIzy9kfl8I9xzr7d1yW\nLZLX9tkHpk6F6dPhu++gbVsYOxa2bPE7MhER/7hNbO7GVva+DlsPKpGWzrWbCY2mEhEXTj0VFi2C\n0aPhzjuhdWt4/XW/oxIR8YfbxOZr4BysOepjbH6a+lGuqw+McK4JAOcCS1yWLSKO6tVtIc2FC+HA\nA6FXLzjrLPjhB78jExHJLLdLHLyDdR7+BfgTVoNzFzZB3y/Oub2AAwglUd8Ao5wtlhNcxiWSl1q2\nhJkz4YUXbNTUoYfCjTfCVVdZ3xwRkVznNrE5NsqxStgEfQfGuOcgZ4tF4ztEXAgE4NxzbUHNG2+E\n66+HJ56ACRNsVJWISC5zm9jM9iSKspTYiHigdm3417/gggtgyBA49lgYMADuusvmxRERyUVuE5vj\nvAhCRNKnfXv44AOYNAmuvRamTYPbbrNZjAsK/I5ORMRbbhMbEakAKlWyhTTPOMNGTw0ZYonOhAk2\ni7GIH375BT79FObMgc8+gz32sDXRDjnEtoMPhgYN/I5SKholNiJ5pGFDm7F40CC4/HLo3NmSnFtu\ngbqaC1zSaPNmKC4OJTKffgrff2/nGje2v4vbt8OLL8Ly5aHZtBs2DCU74fsWLaCyvsEkikz8tagG\n/BlogI2WmpOBMmPZE7gVG6JeHxtyfgfwXBL3NsZWJe8F1AC+AMaQ2nISIlnhqKNg3jy4/3644QYb\nRXX33dCvn3U+FnFj1y6bGTuYwMyZY1MR7NoFNWpYLeHZZ0OXLpbQ7Ltv2b93W7bAN9/AkiW2AOyS\nJbbw63PPwR9/2DVVqtjUBpEJzyGHQL16/rxvyQ5uE5v9gGFYh9/bgd8izncFpgJ7Y/PXlALzgbMA\nP2bYeAnohE0SuBQ4DyjCRnIVxbmvKvAWUBsYjg1lHwbMALqTnk7UImlVubINAz/3XLj6aujf32pz\nxo+3YeIiyVq1qmxNzGefWQISCNiEkV26WA1hly72c6KalurVbSbttm3LHi8thdWrQ8lOcP/ss6Ha\nH4BGjaInPPvvr1qefOD2/2ZXYXPXFGMJQ7hawP+wmo5IXwLtgZ0uy0/FqcBrQCFla2jeAFoD+wIl\nMe4dAjwAHAl86hwrwGpt/sASuGg6APPmzZtHhw4dXAUvkm4zZ8LQofYFMXKkLc9Qo4Z/8TRv3pxV\nq1bRrFkzVq5c6V8gUsbvv1viEp7IrF5t55o3txqYYE1Mx45Qq1Zm4tq8Gf73v7IJT3C/ebNdU6UK\n/OlP0Zu21BSbfYqLi+lonQA7YnlGUtzmric5+1einLuEUFJzH9Zk0wNLEloBA4HHXJafijOB34EX\nIo5PAp4BumAzI8e6dwmhpAZgF/AUcBvQBC3qKRVcjx7WXHDnnTZqqqgI7rsPTj/d78jELzt22HId\n4U1KX35pNSe1asERR9gUAsFEpmlT/2KtUQPatbMtXGmp1SgtWVI22XnqKVixInTdXntFT3j231+j\nBysat4lNC2f/WZRz5zr7l7HlFACmAY2wPi59yGxi0wb4it1rZRY6+9bETmzaAO9FOR5+rxIbqfCq\nVbM+N+edB8OG2Siq006zBGf//f2OTtKptNRq68JrYoqLrb9LQQEcdhgcc4zV5nXpYl/6FeELPxCw\nmqTmzaF797LnNm2CpUvLJjxz5sCTT4YWk61aNXYtT+3amX8/kpjbxKYx1m/m54jjtbGqo1KsRiTc\nc1hiE5FXp10DbDmHSOvCzsdSP+y6VO8VqXAOPNAW0nz5ZbjySmjVypqmRo60IblS8f32G8ydG0pk\n5syx4dcABxxgNTB9+tj+8MP9bZZMl5o17b0dfnjZ4yUlsHLl7rU8kydb7U9QkybRE559960YSV+u\ncpvYBFtPI/8Ij8Y65O4E3o04F6z8i7ZYpohkiUDAFtLs0cMW2Bw7FqZMgQcfhBO0mluFsm0bfPFF\n2SalpUvtXL16lrxceqnVxBxxhGamrlTJkpN997W//+F+/333Wp6PPrKkZ+tWu6ZaNavliUx4Dj44\nc32O8pnbxGYDlqBEtqwe5+wXYJ1ro9nqsuxUrSV6zUr9sPPx7o21anmie0UqtD33tGUYBgywOW9O\nPNGaqv75T9h7b7+jk0ilpTZUOrxJ6fPPbY6YPfawmahPPtkS1S5d4KCDNMQ/FbVqWafoyIktS0rg\nhx9277z8wQfwY1hHhaZNo4/Y2mcfS6jEPbeJzSKgGzZ8O9iBuIBQ/5p3otwTTIIim6/SbQE2IqoS\nZfvZBAcULopz70LgsCjHk7mXESNGUDeiy31hYSGFhYXxbhPJKm3bwuzZtqDmNdfAq6/CuHE2jFfV\n7v5Zs6ZsTcycOdbMBLbae+fOcP75tm/XzvqMiPcqVbJ+aPvvbwvQhtu4cfeRWu+/DxMnWsIJNsS9\nZctQh+UqVWxoeuXK9vsVb5+pawoK0pcEFxUVUVRUdtaV9evXl+tZbkMcDtyL9aW5G5vPZQBwtnO+\nCzA34p5bgL9ho6QiunKlVU/gdaAv8HzY8RmEhnvHWoDzMmA8Nqw7OMFgZeBzYCNwVIz7NNxbctK6\ndfDXv8Ijj1j/hAkT7IvTSxruvbstW6xDb3gis2yZnWvUKDTUuksX6NQJ6qvBP6vt2mUdtiNreVas\ngJ07bdu1K/p+587Q7MyZFExwMpFo/fZbMdOmZX649yPApcChwChgJKFk6VV2T2rAhk5D2aHTmTAD\nmAVMwDo3f4vV4PTAJuoL/hWZiCVnLQj1B3ocGIoNFR8NrMGGrf+JzCZnIlmhfn146CEYONCap7p2\ntT4at92mWV+9UlJiX3ThTUoLFtgXW7Vq1hRy5pmWzHTubP/LV5NSxVJQYEtDtGgBp56a+v0lJfb3\nIV7yE+tcea716ppo127duvs1GzaU73N1m9hsxb7Y7wdOd563HRv5NCzK9cdic9iATYyXaWcB44Cb\nsf4xX7F7DU4lZwv/J2I7cCK2pML92JIK84FTgPfTHrVIlura1b50J0yAMWNg6tRQfxx9yaZm9eqy\nNTFz51pH1UDAZoLu0sWSx86doU0ba6qQ/Fapkm25+nehuLh8i/R6+U9PNSxZWAtsi3HNAdgyDKVY\nQhBrpt9coaYoyRs//gijRsEzz9h8J+PH2xdweeVKU9S2bbB2Lfz6a/RtxQqbyTf4Fps2DU1416WL\n/cOu+VIkH/k183C4rcDqBNcsczYRyTFNmsDTT9vK4UOHWt+bq66yCf/23NPv6LyxY4f1L4qVpERu\na9darUukKlVs1eqGDW3G2379Qn1jmjXL/PsSySVaDkxEPHXiiTZnyt13wy232AKF//43/N//ZVfz\nVEmJjR5KNkn59VeINkijUiVo0CCUqDRsaEld+M+RW61a2fVZiOQSLxOb2tiMwl2xtZOqA4OAsDVX\naQbUwWp3vvOwbBHJIlWr2qipwkIYPtwm+jv1VLj/fuso6bXSUutomKj2JPzndessuYlUv37ZJKRV\nq+jJSTCZqVtX84+IZBOvEpvLgdux5CaoFKgZcd3xwBSsD04zoi9TICI54oADYNo024YPh9atLeG5\n9trY86mUltoaPrt22c9bt9qChYmSlp07d39W7dplk5EWLazvSqyalHr1bJipiFRcXvwKj8FGGYEl\nLIuxTrPRFAF3AXthi2A+6kH5IpLFAgFbTLN7d7j1Vrj5Zltk8C9/id0UtC1s+MHatTbBXI0aZZOQ\nZs1swrlYSUqDBlrXSiQfuU1s2gF/d14XYXO9rCf2aKddwEtYDU93lNiI5I2aNeH22y1JGTECHn/c\nJpULJiKHHFK2r8rw4Zbk7L03fPttbi7CKCLec5vYXIENGZ8DnE9yw7c/whKbaEsUiEiOa9UKZs5M\nfN0119i+oEBJjYgkz22Xt+Oc/QMkPydNcLh35MKZIiIiIq64TWyaYp2EF6dwz2ZnX81l2SIiIiJl\nuE1sguMQUlnbt4GzL+cqECIiIiLRuU1sVmJ9bA5J4Z5jnP23LssWERERKcNtYvOOsz8/yevrYquB\nA7zlsmwRERGRMtwmNg9hfWy6YyOd4mkIvILNYbMdeNhl2SIiIiJluE1sFmIT7gWwkVEvA32dcwHg\nKOA8YDzwDaFmqJuAFS7LFhERESnDi5mHrwdqAMOAM5wt6JEo198N3OFBuSIiIiJleLF0WykwHOgB\nvE3s+Ww+BHoC13hQpoiIiMhuvFzu7U1nqw0cDjTGhoGvAb4AfvWwLBEREZHdpGMd243Ae0lc1weY\nmobyRUREJE950RSVigDWuXgh8HyGyxYREZEcl44am2gKgH7AX4GDM1SmiIiI5JnyJDY1gIuwzsL7\nOMe+B14FpgDbIq7vC9wCHBh2bDvwRDnKFhEREYkp1cSmDfA60DzieFugN3AlcCLwM7Av8CShuWsA\ntgITgX9gyzGIiIiIeCaVxKYGNnNwZFITrhXwFDAYG97dzDm+CZtp+C4s6RERERHxXCqdhwcABziv\n3wa6AbWwhKcT8Kxz7kQsAWqGzWkzHmgBjEJJjYiIiKRRKjU2pzv7pcApwI6wc8VY5+C62CR87Zzz\nZ2JNVyIiIiJpl0qNzWHO/h7KJjXhbgt7/ThKakRERCSDUklsGmDLJyyJc81Xzr4UmFbeoERERETK\nI5XEpqqzj7c0wtqw16tSD0dERESk/NI58/DOND5bREREZDeZXlJBREREJG1SnaAvAAwBfolzPpnr\ngm5OsXwRERGRmMqzpMIQj64rRYmNiIiIeMjPpqhA4ktEREREkpdKjc0JHpdd6vHzREREJM+lkti8\nm64gRERERLygUVEiIiKSM5TYiIiISM5QYiMiIiI5Q4mNiIiI5AwlNiIiIpIzlNiIiIhIzlBiIyIi\nIjlDiY2IiIjkDCU2IiIikjOU2IiIiEjOUGIjIiIiOUOJjYiIiOQMJTYiIiKSM5TYiIiISM7It8Rm\nT+BeYBWwBZgP/CXJewcCJTG2xl4HKiIiIqmr7HcAGfYS0Am4DlgKnAcUYQleUZLPGAgsiTi2zqP4\nRERExIV8qrE5FegOXA48CrwHXALMAu4i+c9iETAnYtvpdbC5pqgo2bwx9+mzMPocjD6HEH0WRp+D\nO/mU2JwJ/A68EHF8EtAU6JLkcwJeBpUv9Isaos/C6HMw+hxC9FkYfQ7u5FNi0wb4CusTE26hs2+d\n5HNew2po1gJTU7hPRERE0iyf+tg0AL6Jcnxd2Pl4fgRuBT4BNgKHAaOdn48ilCCJiIiITypqYnMc\n8HaS17YHFnhQ5hvOFvQBMB1LaG7GmrpERETERxU1sVkCXJTktT84+7VEr5WpH3Y+Vd8DHwJd4130\n1VdflePRuWX9+vUUFxf7HUZW0GdhEn0O27dv///7XP689PchRJ+F0edgyvvdmU8dYR8GCoG6lO1n\n0xd4BmtO+qQcz/0v0A7rgBypCTAXaFaO54qIiOS7VcARWHeQpORTYtMTeB1LZJ4POz4D6wC8L1Ca\n4jNbYM1cbwB9YlzTxNlEREQkNT+SQlKTj97AmpwuAo4HHsFqbwojrpsI7AD2CTs2C7geOB04AbgS\nyyTXA63SGrWIiIhIFDWxJRVWA1uxJRXOjXLdJGAXVosTdA82Od8GYDuwEngCOCiN8YqIiIiIiIiI\niFfcLLaZS/YE7gRmAmuwZr8bfY3IHyditXtLgU1Ybd9/gA5+BuWD9tgUCd8Dm7Fm4Y+wNdvy3UXY\n78fvfgeSYccRe3Hhzv6F5Zs/Y31B12G/I0uBMb5GlHmTif13Iqm/FxV1uHe282KxzVzQELgY+Bx4\nGfvHO9UO2rngUqAR8C9gsfN6JDYK72TgHf9Cy6g62PQLT2NJ/57Y78aTwP7AON8i81cz4J9YE3lt\nn2Pxy/Xs/nuw2I9AfNQPmAI8B5wP/IF1dci3wSc3A+MjjgWAV7GKgrkZj0g4FcsqI2to3sD+p55P\ny1iEa4B9Ljf4HYgPGkc5VhPr6T8rw7Fko4+xWpx89SqW+E8if2tszvI5Dr81wxKZB/wOJEsdi/09\n+XsyF+frl2w6ebXYZq7Jp6kFIv0S5dgmbO2y5hmOJRutxdZfy0f9gWOAoeT370g+v3ew2uwawD/8\nDiRLDcYSm4nJXKzExnteLbYpua0O1scm36rbwb7EKmNNckOw5rh/+hqRP/bC+uKNxpqh8tmD2BQb\nG7C5xY72N5yM64Yl+K2wpvsdwM/ABKCWj3FlgzrA2cBbhFYSkAxbinX+itQES3auy2w4WaMh+dsU\nFc1TwDbgcL8D8cFDhDoC7sDmhMpHLwKzw36eTP41RbXHptI4HUtmBmLJ/g6gh39hZdwSrLPwBuw7\nohswCqvZfd/HuLLBZdi/FdGmZpEMUWITnRKbkFuwz2KI34H4ZB+stqon1klwF/n3e3E2NpfWwWHH\nJpN/iU00wU7m8/0OJIOWYv8mXBtxfLhz/ISMR5Q95mLN+VX8DiSffQx8GuV4a+wvaLKLd+YaJTbm\nRuxzGO13IFlkPDbpZSO/A8mQPYGfsKkQ6oZtz2CJTR2sc3k+m4D9nlT1O5AM+Rh7v+0ijrd0jo/M\neETZ4TDs/d+Tyk3qY+O9BcCh7P7ZtnX2izIbjmSRG8O2O3yOJZvMxfrcHOB3IBnSEBspNwqbryS4\n9cUSmt+wIfCSP9NDfJ7gfL58DpEGO/vHfI1C6En09sAZwAryt/d/vtfYjCWF4Yp5ZgrWp6KB34Fk\nSFVs+Gq3sO1Y4L9YP4tu5Pf6c/WwqTHm+R1IBnXH/n24PuL4Vc7xfOtMDfZ7sharzUqJJujz3gxs\nbpIJ2GRb32KLbPbAJiPLt8z7FOx/ocGe/a2x/gVgs9Bu8SOoDBuJJTQzsP5XXSPOf5LxiPzxCNY5\nci424qMhcA72n4A7sX/E8sE24L0oxy/E+hvNjnIuVz0NLAOKsVqrP2G/L42AAT7GlWlvAq9h//Gr\nhHVn6OT8/CrwoX+h+eb/sCRXtTVZItnFNvPBMkIjYHZFvN43zn255B3KvvfwbZePcWXaQOwL/Res\nT8064G1sxlWxua42+h1Ehl2HJTW/ERri/CLQ0c+gfFINuB2brHI79m/nreRvp9k3sN+HfO9vJiIi\nIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIikucGElriIV+WuQjXAFun\nqgQ4wsVzJjvPWOZBTNmmE/be1pI/i5VKBVXJ7wBEpNz2J/r6U6luwYVZ822B1qBbscX2XsMW6HQr\nFz/Hz7BFa+thn5eIiIjn9ie0kGa0LXKxzWjndwEXhL3Otxqbg7DFF3cB7V0+azL2OX7n8jnZqiP2\n/rYDB/oci0hMlf0OQETKbSXQJsa5ALY6blNgFXBynOd8CTzhbWgVxt+AAuAt4HOfY8l287DV2Y/F\nPrdB/oYjIiL5Zjm5XYPg1l7ANuwzGuDB8yaT+5/3YOw9bgEa+RyLSFTqYyMi+ao/UAXYDEz1OZaK\n4gUsGayKfX4iWUeJjYgMJP6oqHedc+84Px8ITMBqJrYA3wOPAwdE3NcGmORctxX4ARhP8v/T7wUU\nYTVPW4ANWHPR7Vhti1vnOvs3gU1JXN8Ka7Jbgb2fFcDT2IihZNQDLgSewpr//sD6q/wEzAAuxhKt\naO7B/gx2Ys2Licxzrl8S5VxL4H5gUVgMq7HPdiL2uewR47kbgbed1+fGuEZERCQtlpNc08hA4nce\nftc5/zbQHUswwjskB5OiX4G2zj39CTXzRF63DGgSJ5462Bd9tM7PwZ83AKckeF/x1MKShBLg+iSu\n70vo/UTGsx1LWCYT//NeTvz3VIIlJNGStkPDrrkuQayHhV17bcS5c2K8j8g4WsV5/ljnmm1AzQSx\niIiIeGY53iY2XwPrnOcOwWoqjgLuJvTF+ClwNJY0LMK+8DtiHU6fIPTFWRQjlj2wIdfBL85HgNOx\nEUtdgKuwmp9gP4/yjmTqSeg9n5jg2i7YyKkSrNlqHPYeOwHDsNqObcB84n/ePwAfAX/FkrIOQFeg\nH/A6oc/mnRj3f+ic/ypBvP8ilHCFJ0l7YTU0JcCPWAfgE4F2znvsBzwE/Ez8xKYHoc+uR4JYRERE\nPLMcbxObYNNGtAna/hF2zTrgfaBalOueI/Sl2zDK+Vuc8+uBzjHirQcsdq57L8Y1idxA6D0nahr7\nzLl2K/DnKOebEkq24n3eiYZIDwx7xgkJzh8Z4xlVgDXONa9EnBtE6D3HS1z2IPqfXdBeYXGMjXOd\niIiIp5bjfWIT63/o+4VdsxM4OMZ1x4WVdVrEuT2xhKYEuDJBzKeEPac8c6pMCLs/Xl/DzoTe17/j\nXHcOiRObZBQ7z7gvyrkahJoBH4lx/1lhcZwRce6vhJoM3agSVsYDLp8l4jl1HhaRZP0GzIxx7nus\nmQNgAdZsFc0CZx9g987GxwK1sZl7n0sQy/thr2PVXsQTrKXZiH1Bx9Ld2ZdiHaFjeRlLypIVAPbG\nOvK2CdtWO+cPi3LPZkJNeOcC1aNcc6Gz/xmbSTlc8Nn1sea98tpB6M9aQ74l6yixEZFk/S/B+eAX\n+9IkrgHrwBsuOLoogH0Jl8TZNoZdu3eCuKKp4+x/T3BdsDP0duCLONftxPrYJNILSzg2YO9xCZbs\nBbdTneuiNdMBPObsawN9Is7tjfUdAht5tSvi/DRCn//L2KSEI7C+Pql+FwQ//zpxrxLxgRIbEUnW\n5gTngzUf8a4Lrx0piDjXOOx1aRJb8LpoNReJBL/gaye4rp6zX0fiNaB+iXMugCUlr2LJy57Efk8Q\n+z19RijBujDi3ADsMy3Fhm1HWofV1Kxy4jkeG0b+GVYb9yKWeCUjmNCkUkslkhFaUkFEskUw0SnF\nahF2JHnfmnKUFbynFvYfvHjNUcGY3BhEaAmC+cC92AiyVVgiGHz+E8D5WOIRy2PYPDTHYn2bvneO\nBxOdT4k+fw3AB9j6WH2wBOsYoDn2OZzlbG84+y0xnlGF0DDv8nz2ImmlxEZEskX4l+Sv2Jd+uqwO\ne90I65MSzTpn3wBLNuIlOPEmDbzY2X+DDZHfFuO6+nGeEfQUcBc2cmkg8Hds2Hiww/bjCe7fBjzj\nbGB9nXphQ9dbYuuKjQOujnF/eDPZT0nEK5JRaooSkWwR7KMSwOaJSac5YWXFmwtnobPfI8F1lROc\nb+3sXyF2UhPAaqoS2UBoCYgBzj5YG7QJeDaJZ4Rbho1uOgJbWBXizyoc/j4/TbEskbRTYiMi2eIt\nQksbDE9zWcHJ7iD2fDlgyy2AJR0XxLnuTKBunPPB2vF4M/WeTvwZmcM96uz3B3oDf3F+fpHQiKVU\n/fzNXDIAAAKgSURBVI71t4HocxUFBT+vHdiEgyJZRYmNiGSLDVjfEbDmmn8Rv69JHeCKcpa1idCX\neNc4183F5pYBuJzoNUlNgH8mKC84Uuw0oidAB2LraCVrNjZKLYDNaRMcYRavGaoH8UeQ1SGUtCyL\nc10XZz+PxB3KRUREPLMc79eKSqa8RH08gkO2b4hyrgqh2pQSbATQFdiMv+2xDrOXYc0tm3DXefVq\np4xNxB8d1Rkb7h25pMIRJL+kwsiw9/Ql9pl3BroBN2Gji4LJVrKT/F1L2SHw8YbZg61ltR0bbj4c\nW07hcCeGIU5cwWfFShjrYDMwl2BDxUVERDJmOaFFJ+MZSOgLze/EBqy5poiyX9qxtm8SlBVPI2zk\nTwmhPiqx9CX0hR65bXPun0TspKQyuy/sGb79gY1UmhznGZEaE0q4SoDRCa6fROLPcxfRZz0OuohQ\ngqfJ+SQrqSlKJHdFmx8l1nXh+1jPSba8ZMS7bhNQiM0o/DBWk7ABmwTvN6xm5DEsETg0yfKiWQM8\n7bzun+DaZ7HajSex0VrbsI62z2G1SYmSuZ3YyKPhWK3MJiw5+B+2vEMHrENwKsPKfyHUB2gnNlQ8\nnquw9/k41sS20nkfm7GZoic57yVe/6bznH0RGuotIiKSdQ4kVOuRzIikbFIJm8OmhN2XT0iHjoRq\nqMqzPpeIiIhkwHgylxx46SRCTUhnZqC8V52yJmSgLBERESmn+tiEgLuwDsEVxUws0VjJ7stTeK0T\noZXBk5lEUERERCSuPbHlEDoA/yZUW3OVn0GJiIiIlMdAdh/FNA8tjSNShkZFiYhUDMERU7uwofX3\nA92xEVEiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiI56P8BHNtD\nvTxuKkoAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = irfft(fit)\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "ylabel(\"Response (relative)\",fontsize=20)\n", + "xlabel(\"Time (days)\",fontsize=20) \n", + "\n", + "ylim(-0.5,2)\n", + "xlim(0,7)\n", + "\n", + "plot(time_fit)\n", + "plot([3.13,3.13], [-50, 50], color='k', linestyle='-', linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-6439A.ipynb b/lag/data/clag_analysis-origbins-6439A.ipynb new file mode 100644 index 0000000..4179b43 --- /dev/null +++ b/lag/data/clag_analysis-origbins-6439A.ipynb @@ -0,0 +1,861 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/6439A.lc\"\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.00964867, 0.02886003, 0.0556922 , 0.08632291, 0.13380051,\n", + " 0.20739079, 0.32145572, 0.49825637])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqd\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAGp1JREFUeJzt3X9s4/d93/HnxZaj5dxOi12RZ+98bLhdaBhJDbLSHzrb\n5TIn2IY26dBOIbFsiLTCQdoOuHUrcMMgzZCAYS2G9uqua3FbD9kQjNQNaDYH2LXFUKW5UVqnimm7\nbmadUT+W5kxmTXvr6kSpVnt/UHeR1I9+8I7fL389HwAhivx8vp+3cJ+TXvx+P9/vFyRJkiRJkiRJ\nkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkvSA/iGwBvwh0AQ+A1zsakWSJKkn3AT+NvA08H7gs8AW\n8K4u1iRJknrQ48BbwHPdLkSSJJ3sHTGONbb39fdjHFOSJPW4M7QON/xqtwuRJEmn83BM4/xz4BmO\nP9Rwbu8hSZLa88beo6PiCAk/DXw38AJw+4g255544onbt28f9bYkSTrGl4EJOhwUogwJZ2gFhI8A\neWD7mLbnbt++zac//WmefvrpCEvqvMuXL3P16tW+HO9BttVu33ban6btSW2Oez/uf7NOca51vr1z\nLcy51vn2Uc611157jY997GNP0tob3zch4WeAIq2Q8CaQ3Hv9DrAT6vD000+TzWYjLKnzxsbGYq25\nk+M9yLba7dtO+9O0PanNce/H/W/WKc61zrd3roU51zrfPuq5FpWHItz2Z4F3AjPA39/3+CLwm4fa\nngM+8YlPfIJz5/pvWcL73ve+vh3vQbbVbt922p+m7Ultjnq/VCpRLBZPXUsvca51vr1zLcy51vn2\nUc21N954g2vXrgFco8N7Es50cmMPIAusr6+v92XqVn/58Ic/zKuvvtrtMjQEnGuKQ7VaJZfLAeSA\naie3Hed1EiRJUh8xJGjo9OvuX/Uf55r6nSFBQ8df3IqLc039zpAgSZKCDAmSJCnIkCBJkoIMCZIk\nKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnI\nkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAg\nSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJkoIMCZIkKciQIEmS\nggwJkiQpyJAgSZKCDAmSJCkoypDwAvBZ4MvAW8BHIhxLkiR1WJQh4V3AF4Af2vv+7QjHkiRJHfZw\nhNv+xb2HJEnqQ65JkCRJQYYESZIUZEiQJElBUa5JaNvly5cZGxs78FqxWKRYLHapIkmSekepVKJU\nKh147c6dO5GNdyayLR/0FvC9wKtHvJ8F1tfX18lmszGVJElS/6tWq+RyOYAcUO3ktqPck3AW+Iv7\nvn8P8CzwVeBLEY4rSZI6IMqQMAH8yt7zt4Gf2Hv+KWA2wnElSVIHRBkSPocLIyVJ6lv+EZckSUGG\nBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJ\nkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhT0cLcLkKJQKpUolUoA7OzssL29zYUL\nFxgdHQWgWCxSLBa7WaIk9TxDggbS/hBQrVbJ5XKUSiWy2WyXK5Ok/uHhBkmSFGRIkCRJQYYESZIU\nZEiQJElBhgQNrK2tLWZnZ5mengZgenqa2dlZtra2uluYJPUJz27QwGk2mxQKBWq1Go1G497r9Xqd\ner3OzZs3yWQylMtlEolEFyuVpN5mSNBAaTabTE1NsbGxcWSbRqNBo9Hg0qVLVCoVg4IkHcHDDRoo\nhULh2ICwX71ep1AoRFyRJPUvQ4IGxubmJrVara0+tVrNNQqSdARDggbG4uLigTUIp9FoNFhYWIio\nIknqb4YEDYy1tbVY+0nSoDMkaGDs7u7G2k+SBp0hQQNjZGQk1n6SNOgMCRoYExMT99VvcnKyw5VI\n0mAwJGhgzM/Pk0wm2+qTTCaZm5uLqCJJ6m+GBA2MVCpFJpNpq08mkyGVSkVTkCT1OUOCBkq5XCad\nTp+qbTqdZmlpKeKKJKl/GRI0UBKJBJVKhXw+f+Shh2QyST6fZ2VlhfHx8ZgrlKT+YUjQwEkkEiwv\nL7O6usrMzMy9PQvpdJqZmRlWV1dZXl42IEjSCbzBkwZWKpXi+vXrVKtVcrkcN27cIJvNdrssSeob\nUe9J+EFgE/g68OvAcxGPJ0mSOiTKkPBR4CeBReBZ4BZwEzgf4ZiSJKlDogwJPwL8K+A68DvA3wO+\nBHwywjElSVKHRBUSHgGywC8fev2XgamIxpQkSR0U1cLFx4GHgOah178CtHdJPOk+lEolSqUSADs7\nO1y8eJErV64wOjoKQLFYpFgsdrNESep5nt2ggWQIOJ3DYWp7e5sLFy4YpiQBcCai7T4CvAl8P/Af\n9r3+U8D7gb90qH0WWH/++ecZGxs78Ia/pKR43D1VdH193VNFpR61P9jfdefOHW7dugWQA6qdHC+q\nPQl/DKwDH+JgSPgg8JmjOl29etVfTpIkHSH0wfluwI9ClGc3/ATwA8AM8DSt0yH/PPBzEY4pqU1b\nW1vMzs4yPT0NwPT0NLOzs2xtbXW3MEldF+WahBvAY8A8cA74b8Bfo3UapKQuazabFAoFarUajUbj\n3uv1ep16vc7NmzfJZDKUy2USiUQXK5XULVEvXPzZvYekHtJsNpmammJjY+PINo1Gg0ajwaVLl6hU\nKgYFaQh5gydpCBUKhWMDwn71ep1CoRBxRZJ6kSFBGjKbm5vUarW2+tRqNdcoSEPIkCANmcXFxQNr\nEE6j0WiwsLAQUUWSepUhQRoya2trsfaT1L8MCdKQ2d3djbWfpP5lSJCGzMjISKz9JPUvQ4I0ZCYm\nJu6r3+TkZIcrkdTrDAnSkJmfnyeZbO9mrMlkkrm5uYgqktSrDAnSkEmlUmQymbb6ZDIZUqlUNAVJ\n6lmGBGkIlctl0un0qdqm02mWlpYirkhSLzIkSEMokUhQqVTI5/NHHnpIJpPk83lWVlYYHx+PuUJJ\nvcCQIA2pRCLB8vIyq6urzMzM3NuzkE6nmZmZYXV1leXlZQOCNMSivsGTpB6XSqW4fv36vXvS37hx\ng2w22+2yJPUA9yRIkqQgQ4IkSQrycIM0xEqlEqVSCYCdnR0uXrzIlStXGB0dBaBYLFIsFrtZoqQu\nMiRIQ8wQIOk4Hm6QJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAk\nSUGGBEmSFGRIkCRJQYYESZIUZEiQJElBhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUZEiQJElB\nhgRJkhRkSJAkSUGGBEmSFGRIkCRJQYYESZIUFFVI+EfACvA14A8iGkOSJEUoqpAwAiwB/yKi7UuS\npIg9HNF2X977+vGIti9JkiLmmgRJkhQU1Z4ESeq4UqlEqVQCYGdnh+3tbS5cuMDo6CgAxWKRYrHY\nzRKlgdJOSHgZmD+hzXcC1fuuRpKOsT8EVKtVcrkcpVKJbDbb5cqkwdROSPhp4N+e0Gb7AWrh8uXL\njI2NHXjNTwaSJLXs35t21507dyIbr52Q8NW9R2SuXr3qJwJJko4Q+uB8d69aFKJak/AU8O69rw8B\n3wGcAb4IvBnRmJIkqYOiOrthgdbahJeBs8AXgHUgmqgjaWhsbW0xOzvL9PQ0ANPT08zOzrK1tdXd\nwqQBFNWehI/jNRIkdVCz2aRQKFCr1Wg0Gvder9fr1Ot1bt68SSaToVwuk0gkulipNDg8BVJSz2s2\nm0xNTbGxsXFkm0ajQaPR4NKlS1QqFYOC1AFeTElSzysUCscGhP3q9TqFQiHiiqThYEiQ1NM2Nzep\n1Wpt9anVaq5RkDrAkCCppy0uLh5Yg3AajUaDhYWFiCqShochQVJPW1tbi7WfpG8yJEjqabu7u7H2\nk/RNhgRJPW1kZCTWfpK+yZAgqadNTEzcV7/JyckOVyINH0OCpJ42Pz9PMplsq08ymWRubi6iiqTh\nYUiQ1NNSqRSZTKatPplMhlQqFU1B0hAxJEjqeeVymXQ6faq26XSapaWliCuShoMhQVLPSyQSVCoV\n8vn8kYcekskk+XyelZUVxsfHY65QGkzeu0FSX0gkEiwvL7O1tcXCwgKf//znqdfrpNNpXnjhBebn\n5yM7xFAqlSiVSgDs7Oywvb3NhQsXGB0dBaBYLFIsFiMZW+qmM90uYE8WWF9fXyebzXa7Fkl9oFqt\nksvliPv3RrfGlY5yd04COaDayW17uEGSJAUZEiTpFLa2tpidnWV6ehqA6elpZmdnvZGUBpprEiTp\nGM1mk0KhQK1WO3CjqXq9Tr1e5+bNm2QyGcrlMolEoouVSp1nSJDUNw4vILx48SJXrlyJbAFhs9lk\namqKjY2NI9s0Gg0ajQaXLl2iUqkYFDRQDAmS+kbcZxEUCoVjA8J+9XqdQqHA8vJyxFVJ8XFNgiQF\nbG5uUqvV2upTq9Vco6CBYkiQpIDFxcUDaxBOo9FosLCwEFFFUvwMCZIUsLa2Fms/qRcZEiQpYHd3\nN9Z+Ui8yJEhSwMjISKz9pF5kSJCkgImJifvqNzk52eFKpO4xJEhSwPz8/JF3nDxKMplkbm4uooqk\n+BkSJCkglUqRyWTa6pPJZCK7E6XUDYYESTpCuVwmnU6fqm06nWZpaSniiqR4GRIk6QiJRIJKpUI+\nnz/y0EMymSSfz7OyssL4+HjMFUrRMiRI0jESiQTLy8usrq4yMzNzb89COp1mZmaG1dVVlpeXDQga\nSN67QZJOIZVKcf36darVKrlcjhs3bpDNZrtdlhQp9yRIkqQg9yRI0gnivkW11CsMCZJ0AkOAhpWH\nGyRJUpAhQZIkBRkSJElSkCFBkiQFGRIkSVKQIUGSJAUZEiRJUlBUISEF/DywAXwN+J/Ay8BIRONJ\nkqQOi+piSu8FzgAv0QoI7wP+JXAW+NGIxpQkSR0UVUj4pb3HXVvAPwM+iSFBkqS+EOeahDHgqzGO\nJ0mSHkBc925IAz8M/EhM40lSXzt8U6nt7W0uXLjgTaUUq3b3JLwMvHXC4/AN1p8AfhG4AVx/gFol\naWgUi0VeeeUVHn/8cTY2Nnj99dfZ2Njg8ccf55VXXjEgKBZn2mz/2N7jONvAN/aePwEsA6vAx4/p\nkwXWn3/+ecbGxg68YVqWNGyazSaFQoFarUaj0fhT7yeTSTKZDOVymUQi0YUK1S379zDddefOHW7d\nugWQA6qdHK/dkNCOJ2kFhDXgY8Dbx7TNAuvr6+tks4d3REjS8Gg2m0xNTbGxsXFi23Q6TaVSMSgM\nuWq1Si6XgwhCQlQLF58EPkdrr8KPAgkgufeQJB2hUCicKiAA1Ot1CoVCxBVpmEW1cPGDtBYrvgf4\n3X2vvw08FNGYktTXNjc3qdVqbfWp1WpsbW2RSqWiKUpDLao9CZ/a2/ZDe1/fse97SVLA4uJicA3C\ncRqNBgsLCxFVpGHnvRskqUesra3F2k86iSFBknrE7u5urP2kkxgSJKlHjIzc3z3w7refdBJDgiT1\niImJifvqNzk52eFKpBZDgiT1iPn5eZLJ9s4UTyaTzM3NRVSRhp0hQZJ6RCqVIpPJtNUnk8l4+qMi\nY0iQpB5SLpdJp9OnaptOp1laWoq4Ig0zQ4Ik9ZBEIkGlUiGfzx956CGZTJLP51lZWWF8fDzmCjVM\nDAmS1GMSiQTLy8usrq4yMzNzb89COp1mZmaG1dVVlpeXDQiKXFSXZZYkPaBUKsX169fv3cDnxo0b\n3gRPsTIkSFIP2n9L4J2dHS5evMiVK1cYHR0FoFgsUiwWu1mihoAhQZJ6kCFAvcA1CZIkKciQIEm6\np1Qq8eKLL/LUU0/x6KOP8sgjj/Doo4/y1FNP8eKLL947BKLh4OEGSRIAzWaTa9euUavVDtyyend3\nlzfffJPd3V2uXbvGBz7wARKJRBcrVVwMCZIkms0mU1NTbGxsHNmm0WjQaDS4dOkSlUrFoDAEPNwg\nSaJQKBwbEPar1+sUCoWIK1IvMCRI0pDb3NykVqu11adWq7G1tRVNQeoZhgRJGnKLi4sH1iCcRqPR\nYGFhIaKK1CsMCZI05NbW1mLtp/5hSJCkIbe7uxtrP/UPQ4IkDbmRkZFY+6l/GBIkachNTEzcV7/J\nyckOV6JeY0iQpCE3Pz9PMplsq08ymWRubi6iitQrDAmSNORSqRSZTKatPplMhlQqFU1B6hmGBEkS\n5XKZdDp9qrbpdJqlpaWIK1IvMCRIkkgkElQqFfL5/JGHHpLJJPl8npWVFcbHx2OuUN1gSJAkAa2g\n8NJLL/HMM89w/vx5zp49y8jICGfPnuX8+fM888wzvPTSSwaEIeINniRJ9xSLRYrFYrfLUI9wT4Ik\nSQoyJEiSpCBDgiRJCjIkSJKkIEOCJEkKMiRIkqQgQ4IkSQoyJEiSpCBDgiRJCjIkSJKkIEOCJEkK\niiokvApsA18HbgP/BjgX0ViSJCkCUYWEXwH+BnAR+D4gDfxCRGNJkqQIRHUXyKv7nn8J+DHgM8BD\nwJ9ENKYkSeqgONYkvBv4m8AyBgRJkvpGlCHhx4A/An4P+HbgoxGOJUmSOqydkPAy8NYJj+y+9j8O\nPAt8CPgG8O+BMw9csSRJikU7f7Qf23scZ5tWIDjsSVprE54DVgLvZ4H1559/nrGxsQNvFItFisVi\nG2VKkjSYSqUSpVLpwGt37tzh1q1bADmg2snx4vpkf55WgPgu4Fbg/Sywvr6+TjabDbwtSZJCqtUq\nuVwOIggJUZzdMLn3+M/AHwDvARaALwKrEYwnSZIiEMXCxa8Bfx34T0AN+Hngt2jtRfh/EYwnSZIi\nEMWehN8G/nIE25UkSTHy3g2SJCnIkCBJkoIMCZIkKciQIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJ\nkoIMCZIkKciQIEmSggwJkiQpKIp7N0iSdGqlUolSqQTAzs4O29vbXLhwgdHRUQCKxSLFYrGbJQ4t\nQ4Ikqav2h4BqtUoul6NUKpHNZrtcmTzcIEmSggwJkiQpyJAgSZKCDAmSJCnIkCBJ6rqtrS1mZ2eZ\nnp4GYHp6mtnZWba2trpb2JDz7AZJUtc0m00KhQK1Wo1Go3Hv9Xq9Tr1e5+bNm2QyGcrlMolEoouV\nDidDgiSpK5rNJlNTU2xsbBzZptFo0Gg0uHTpEpVKxaAQMw83SJK6olAoHBsQ9qvX6xQKhYgr0mGG\nBElS7DY3N6nVam31qdVqrlGImSFBkhS7xcXFA2sQTqPRaLCwsBBRRQoxJEiSYre2thZrP90fQ4Ik\nKXa7u7ux9tP9MSRIkmI3MjISaz/dH0OCJCl2ExMT99VvcnKyw5XoOIYESVLs5ufnSSaTbfVJJpPM\nzc1FVJFCDAmSpNilUikymUxbfTKZDKlUKpqCFGRIkCR1RblcJp1On6ptOp1maWkp4op0mCFBktQV\niUSCSqVCPp8/8tBDMpkkn8+zsrLC+Ph4zBXKkCBJ6ppEIsHy8jKrq6vMzMzc27OQTqeZmZlhdXWV\n5eVlA0KXeIMnSVLXpVIprl+/TrVaJZfLcePGDbLZbLfLGnruSZAkSUGGBEmSFGRIkCRJQYYESZIU\n5MJFSVJXlUolSqUSADs7O1y8eJErV64wOjoKQLFYpFgsdrPEoWVIkCR1lSGgd3m4QZIkBRkSJElS\nUNQh4Z3AbwBvAe+PeCzpVO4e+5Si5lxTv4s6JPw48OWIx5Da4i9uxcW5pn4XZUj4q8CLwD+IcAxJ\nkhSRqEJCArgG/C3g6xGN0RPi/qTQyfEeZFvt9m2n/WnantRmED/BOdc63965FuZc63z7fp1rUYSE\nM8CngJ8FqhFsv6f4n6nz7fv1P1PUnGudb+9cC3Oudb59v861dq6T8DIwf0KbCeAS8CjwTw+9d+ak\nAV577bU2yukNd+7coVqNLwt1crwH2Va7fdtpf5q2J7U57v24/806xbnW+fbOtTDnWufbRznXovzb\neeIf7n0e23scZxsoA98DvL3v9YeAPwE+DcwE+p0D1oAn26hHkiS1fJnWB/U3OrnRdkLCaZ0HvmXf\n908CvwR8H/BrwO0j+p3be0iSpPa8QYcDQlxSeJ0ESZL6TlxXXHz75CaSJEmSJEmSJEmSJEmx+xbg\nvwJfAH4b+OHulqMBdh74HPDfgd8Evr+r1WjQfQb4feDfdbsQDazvBmrA68Df6XItkXkHMLr3/M8A\nG8C3da8cDbAk3zwT59uAL9Gac1IUvovWL3FDgqLwMPA7tC4v8CitoPDudjYQ19kND+otYGfv+buA\n3X3fS53UAH5r7/n/pvUpr63/VFIbfhX4o24XoYE1SWuv6Bu05tl/BD7Uzgb6JSQA/Flau3//F/BT\nwP/tbjkaAt9J64Jj3u5cUj96goO/v36XNq9s3E8h4f8A3wF8O/BDwF/objkacI8B/xp4qduFSNJ9\neuBrFEUVEl4APksrwbwFfCTQ5geBTVq3kv514Ll97/1dWosUq8DIoX5fobWw7NmOVqx+FcVceyfw\nC8A/Af5LJFWrH0X1e82LzekoDzrnbnNwz8F5emTP6F8BFoDvpfWDffjQ+x8FvgHMAu8FfpLW4YPz\nR2xvHPjWveffSuuY8Xs7W7L6VKfn2hmgBPzjKIpVX+v0XLsrjwsXFfagc+5hWosVn6B1luDrwJ+L\nvOo2hX6wXwN+5tBr/4PWJ7eQLK0E/ht7j9CdJKVOzLXnaN2xtEprzn0BeKaDNWowdGKuQevmd18B\n3qR1Jk2uUwVq4NzvnPseWmc4fBH4gciqewCHf7BHaJ2dcHi3yVVahxGk++VcU1yca4pbV+ZcNxYu\nPg48BDQPvf4VWueoS53iXFNcnGuKWyxzrp/ObpAkSTHqRkj4PVrHfBOHXk/QuuCD1CnONcXFuaa4\nxTLnuhES/hhY509f9emDwEr85WiAOdcUF+ea4tbXc+4sresYPEtrscXlved3T8uYpnXaxgzwNK3T\nNv6Qk08Vkg5zrikuzjXFbWDnXJ7WD/QWrd0hd59f39fmk7QuALEDrHHwAhDSaeVxrikeeZxrilce\n55wkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSVIf+P9cYZ1EAfTlhQAA\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.345e-01 5.367e+01 inf -- -2.331e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.681e-01 5.318e+01 6.465e+01 -- -1.684e+02 -- 0.582708 0.565919 0.567071 0.565455 0.565472 0.567054 0.565985 0.567541\n", + " 3 3.306e+00 5.243e+01 6.380e+01 -- -1.046e+02 -- 0.185981 0.132028 0.135218 0.13138 0.131144 0.134919 0.132269 0.135939\n", + " 4 1.864e+00 5.146e+01 6.266e+01 -- -4.198e+01 -- -0.181134 -0.300836 -0.294737 -0.302717 -0.302476 -0.296396 -0.30108 -0.294221\n", + " 5 5.957e-01 5.034e+01 6.140e+01 -- 1.942e+01 -- -0.518821 -0.728805 -0.721808 -0.738858 -0.734893 -0.72747 -0.734418 -0.722812\n", + " 6 3.763e-01 4.873e+01 5.988e+01 -- 7.930e+01 -- -0.826205 -1.14111 -1.14324 -1.17897 -1.16599 -1.15914 -1.16891 -1.15053\n", + " 7 2.737e-01 4.601e+01 5.715e+01 -- 1.365e+02 -- -1.07976 -1.51457 -1.54719 -1.6226 -1.59467 -1.59132 -1.60536 -1.57616\n", + " 8 2.126e-01 4.210e+01 5.222e+01 -- 1.887e+02 -- -1.22751 -1.79949 -1.90925 -2.06669 -2.0187 -2.02254 -2.04251 -1.99341\n", + " 9 1.708e-01 3.838e+01 4.572e+01 -- 2.344e+02 -- -1.23813 -1.90084 -2.20766 -2.50544 -2.43783 -2.45004 -2.47673 -2.39386\n", + " 10 1.443e-01 3.612e+01 4.007e+01 -- 2.745e+02 -- -1.15982 -1.77137 -2.45761 -2.92172 -2.8541 -2.86716 -2.89804 -2.78318\n", + " 11 1.465e-01 3.205e+01 3.355e+01 -- 3.080e+02 -- -1.00642 -1.66795 -2.68038 -3.28735 -3.25239 -3.25214 -3.28683 -3.18475\n", + " 12 1.147e-01 2.460e+01 2.338e+01 -- 3.314e+02 -- -0.859013 -1.64077 -2.83751 -3.57526 -3.57815 -3.56594 -3.6097 -3.59927\n", + " 13 9.727e-02 1.530e+01 1.253e+01 -- 3.439e+02 -- -0.770014 -1.63264 -2.92007 -3.72033 -3.73522 -3.78014 -3.82976 -4.01212\n", + " 14 7.615e-02 7.436e+00 5.601e+00 -- 3.495e+02 -- -0.717971 -1.62697 -2.94479 -3.70604 -3.70977 -3.91796 -3.95008 -4.4024\n", + " 15 4.898e-02 2.805e+00 2.111e+00 -- 3.516e+02 -- -0.694246 -1.6192 -2.93083 -3.65405 -3.66478 -4.01526 -4.01935 -4.73764\n", + " 16 2.092e-02 1.546e+00 5.495e-01 -- 3.522e+02 -- -0.686453 -1.6148 -2.9107 -3.61859 -3.64327 -4.06623 -4.07053 -4.96968\n", + " 17 6.268e-03 6.434e-01 9.603e-02 -- 3.523e+02 -- -0.684867 -1.61298 -2.89653 -3.5983 -3.63262 -4.0834 -4.10603 -5.07364\n", + " 18 2.301e-03 2.165e-01 1.331e-02 -- 3.523e+02 -- -0.685248 -1.61215 -2.88778 -3.5897 -3.62755 -4.08853 -4.12306 -5.10544\n", + " 19 7.739e-04 7.392e-02 1.675e-03 -- 3.523e+02 -- -0.685882 -1.61169 -2.88397 -3.58619 -3.6255 -4.0902 -4.1289 -5.11719\n", + " 20 2.809e-04 2.462e-02 2.072e-04 -- 3.523e+02 -- -0.686276 -1.61151 -2.88251 -3.58466 -3.62482 -4.09073 -4.13094 -5.12115\n", + " 21 1.264e-04 8.449e-03 2.600e-05 -- 3.523e+02 -- -0.686469 -1.61146 -2.88191 -3.58405 -3.62462 -4.0909 -4.13161 -5.12257\n", + "********************\n", + "-0.686469 -1.61146 -2.88191 -3.58405 -3.62462 -4.0909 -4.13161 -5.12257\n", + "0.231147 0.207462 0.274193 0.294642 0.222424 0.244627 0.185969 0.531275\n", + "-0.00158514 0.000476266 0.00320976 0.00304574 0.000752612 -0.00194507 -0.00844944 -0.00236823\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.523e+02 3.519e+02 -6.866e-01 -4.554e-01 0.735 +++\n", + "+++ 3.523e+02 3.515e+02 -6.866e-01 -3.398e-01 1.52 +++\n", + "+++ 3.523e+02 3.517e+02 -6.866e-01 -3.976e-01 1.11 +++\n", + "+++ 3.523e+02 3.518e+02 -6.866e-01 -4.265e-01 0.915 +++\n", + "+++ 3.523e+02 3.518e+02 -6.866e-01 -4.121e-01 1.01 +++\n", + "+++ 3.523e+02 3.518e+02 -6.866e-01 -4.193e-01 0.962 +++\n", + "+++ 3.523e+02 3.518e+02 -6.866e-01 -4.157e-01 0.986 +++\n", + "+++ 3.523e+02 3.518e+02 -6.866e-01 -4.139e-01 0.999 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.523e+02 3.518e+02 -1.611e+00 -1.404e+00 0.91 +++\n", + "+++ 3.523e+02 3.513e+02 -1.611e+00 -1.300e+00 1.93 +++\n", + "+++ 3.523e+02 3.516e+02 -1.611e+00 -1.352e+00 1.38 +++\n", + "+++ 3.523e+02 3.517e+02 -1.611e+00 -1.378e+00 1.13 +++\n", + "+++ 3.523e+02 3.518e+02 -1.611e+00 -1.391e+00 1.02 +++\n", + "+++ 3.523e+02 3.518e+02 -1.611e+00 -1.397e+00 0.964 +++\n", + "+++ 3.523e+02 3.518e+02 -1.611e+00 -1.394e+00 0.992 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.523e+02 3.518e+02 -2.882e+00 -2.608e+00 0.933 +++\n", + "+++ 3.523e+02 3.513e+02 -2.882e+00 -2.470e+00 2.04 +++\n", + "+++ 3.523e+02 3.516e+02 -2.882e+00 -2.539e+00 1.44 +++\n", + "+++ 3.523e+02 3.517e+02 -2.882e+00 -2.573e+00 1.17 +++\n", + "+++ 3.523e+02 3.518e+02 -2.882e+00 -2.590e+00 1.05 +++\n", + "+++ 3.523e+02 3.518e+02 -2.882e+00 -2.599e+00 0.991 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.523e+02 3.518e+02 -3.584e+00 -3.289e+00 0.911 +++\n", + "+++ 3.523e+02 3.512e+02 -3.584e+00 -3.142e+00 2.13 +++\n", + "+++ 3.523e+02 3.516e+02 -3.584e+00 -3.216e+00 1.45 +++\n", + "+++ 3.523e+02 3.517e+02 -3.584e+00 -3.252e+00 1.17 +++\n", + "+++ 3.523e+02 3.518e+02 -3.584e+00 -3.271e+00 1.03 +++\n", + "+++ 3.523e+02 3.518e+02 -3.584e+00 -3.280e+00 0.971 +++\n", + "+++ 3.523e+02 3.518e+02 -3.584e+00 -3.275e+00 1 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.523e+02 3.519e+02 -3.625e+00 -3.402e+00 0.838 +++\n", + "+++ 3.523e+02 3.513e+02 -3.625e+00 -3.291e+00 1.88 +++\n", + "+++ 3.523e+02 3.516e+02 -3.625e+00 -3.347e+00 1.31 +++\n", + "+++ 3.523e+02 3.518e+02 -3.625e+00 -3.374e+00 1.06 +++\n", + "+++ 3.523e+02 3.518e+02 -3.625e+00 -3.388e+00 0.946 +++\n", + "+++ 3.523e+02 3.518e+02 -3.625e+00 -3.381e+00 1 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.523e+02 3.521e+02 -4.091e+00 -3.969e+00 0.288 +++\n", + "+++ 3.523e+02 3.520e+02 -4.091e+00 -3.907e+00 0.659 +++\n", + "+++ 3.523e+02 3.518e+02 -4.091e+00 -3.877e+00 0.904 +++\n", + "+++ 3.523e+02 3.518e+02 -4.091e+00 -3.862e+00 1.04 +++\n", + "+++ 3.523e+02 3.518e+02 -4.091e+00 -3.869e+00 0.972 +++\n", + "+++ 3.523e+02 3.518e+02 -4.091e+00 -3.865e+00 1.01 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.523e+02 3.518e+02 -4.132e+00 -3.946e+00 0.976 +++\n", + "+++ 3.523e+02 3.512e+02 -4.132e+00 -3.853e+00 2.17 +++\n", + "+++ 3.523e+02 3.515e+02 -4.132e+00 -3.899e+00 1.49 +++\n", + "+++ 3.523e+02 3.517e+02 -4.132e+00 -3.923e+00 1.24 +++\n", + "+++ 3.523e+02 3.517e+02 -4.132e+00 -3.934e+00 1.1 +++\n", + "+++ 3.523e+02 3.518e+02 -4.132e+00 -3.940e+00 1.04 +++\n", + "+++ 3.523e+02 3.518e+02 -4.132e+00 -3.943e+00 1.01 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.523e+02 3.521e+02 -5.123e+00 -4.857e+00 0.383 +++\n", + "+++ 3.523e+02 3.518e+02 -5.123e+00 -4.724e+00 1 +++\n", + "********************\n", + "-0.686556 -1.61144 -2.88168 -3.58378 -3.62457 -4.09096 -4.13184 -5.12305\n", + "0.272685 0.217188 0.282737 0.308392 0.243262 0.225511 0.188902 0.398741\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 9.080e+02 8.628e+00 inf -- 3.946e+02 -- -0.492976 -1.19479 -2.33614 -2.85309 -3.17738 -3.59122 -4.14664 -6.86153 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 2.942e+01 1.064e+01 2.632e+00 -- 3.972e+02 -- -0.481238 -1.16249 -2.32998 -2.86236 -3.17204 -3.5971 -4.23481 -6.56153 0.196538 0.194241 0.217236 0.210439 0.208644 0.19838 0.076294 2.89715\n", + " 5 7.015e+01 1.272e+01 2.261e+00 -- 3.995e+02 -- -0.466455 -1.13277 -2.31839 -2.86564 -3.1624 -3.59969 -4.33223 -6.86153 0.280457 0.266919 0.318442 0.315419 0.302037 0.289194 0.0452378 0.657906\n", + " 7 1.553e+02 1.490e+01 1.934e+00 -- 4.014e+02 -- -0.450147 -1.10622 -2.30366 -2.86384 -3.15036 -3.59968 -4.44186 -6.56153 0.351939 0.32391 0.403816 0.412369 0.381156 0.372195 0.00381962 2.32595\n", + " 9 7.337e+01 1.721e+01 1.703e+00 -- 4.031e+02 -- -0.433442 -1.08282 -2.28754 -2.85817 -3.13723 -3.59775 -4.56867 -6.86153 0.41207 0.369439 0.474927 0.499989 0.447819 0.447139 -0.0555143 2.71453\n", + " 11 2.642e+02 1.966e+01 1.517e+00 -- 4.046e+02 -- -0.417104 -1.0623 -2.27119 -2.84975 -3.12388 -3.59444 -4.72052 -7.16153 0.462324 0.406445 0.533924 0.577792 0.503961 0.514362 -0.147032 1.64655\n", + " 13 1.134e+02 2.224e+01 1.353e+00 -- 4.060e+02 -- -0.401589 -1.04435 -2.25531 -2.83959 -3.11085 -3.59024 -4.9108 -6.86153 0.504215 0.43699 0.582926 0.646084 0.551409 0.574431 -0.303917 2.12243\n", + " 15 4.422e+01 2.495e+01 1.214e+00 -- 4.072e+02 -- -0.387134 -1.02863 -2.24025 -2.8285 -3.09839 -3.58552 -5.16145 -6.92565 0.539131 0.46254 0.623794 0.705676 0.59172 0.627943 -0.619596 -3.09158\n", + " 17 2.645e+02 2.779e+01 1.104e+00 -- 4.083e+02 -- -0.373836 -1.01484 -2.22621 -2.81703 -3.08666 -3.58053 -5.46145 -7.22565 0.568271 0.484154 0.658085 0.757538 0.626161 0.675551 -1.4082 2.0864\n", + " 19 2.867e+01 3.074e+01 9.808e-01 -- 4.093e+02 -- -0.361705 -1.00274 -2.21326 -2.80561 -3.07569 -3.57544 -5.41113 -6.92565 0.592636 0.502612 0.687049 0.802652 0.655755 0.718052 2.88736 -2.83886\n", + " 21 2.872e+02 3.381e+01 9.306e-01 -- 4.102e+02 -- -0.350685 -0.992095 -2.20141 -2.79451 -3.06542 -3.57021 -5.11113 -7.22565 0.612993 0.518498 0.711608 0.842016 0.681241 0.756352 -2.50407 1.58824\n", + " 23 4.288e+03 3.693e+01 9.343e-01 -- 4.111e+02 -- -0.340752 -0.982709 -2.19051 -2.78383 -3.05601 -3.56539 -4.81113 -6.92565 0.630223 0.532271 0.732844 0.876431 0.703498 0.789821 -2.82897 -0.0394334\n", + " 25 3.415e+01 4.012e+01 8.120e-01 -- 4.119e+02 -- -0.331787 -0.974425 -2.18054 -2.7737 -3.04741 -3.56096 -4.66441 -6.62565 0.644673 0.544307 0.750981 0.90648 0.723128 0.819985 -2.85376 -1.97808\n", + " 26 9.994e+02 4.117e+02 2.909e+00 -- 4.148e+02 -- -0.251075 -0.9012 -2.08945 -2.67816 -2.96888 -3.52102 -3.7456 -8 0.766488 0.649993 0.907611 1.17077 0.897255 1.08952 -2.95842 2.74048\n", + " 27 6.433e+02 1.002e+01 3.929e+00 -- 4.188e+02 -- -0.248558 -0.908886 -2.07891 -2.65067 -2.96976 -3.54662 -3.96146 -8 0.701601 0.621254 0.876275 1.16829 1.0404 1.20006 -2.9623 -2.8748\n", + " 28 8.040e+02 4.356e+00 3.810e-01 -- 4.192e+02 -- -0.24941 -0.908256 -2.07352 -2.6406 -2.96684 -3.53274 -4.09371 -8 0.719662 0.643488 0.90068 1.14499 0.973393 1.15172 -2.91207 1.1996\n", + " 29 6.002e-01 1.402e+00 4.879e-01 -- 4.187e+02 -- -0.249394 -0.90855 -2.07276 -2.63793 -2.96077 -3.52618 -4.14701 -5 0.719126 0.6433 0.900826 1.17205 0.953098 1.1439 -2.86205 -1.93902\n", + " 30 1.613e+02 1.454e+00 5.129e-01 -- 4.192e+02 -- -0.249496 -0.908472 -2.07365 -2.63477 -2.95891 -3.5366 -4.14887 -6.64352 0.723003 0.644781 0.906634 1.17771 0.938562 1.11686 -2.77459 -0.775149\n", + " 31 1.624e+03 1.161e+00 1.714e-02 -- 4.192e+02 -- -0.249667 -0.908595 -2.07175 -2.63868 -2.95842 -3.52179 -4.1679 -8 0.72384 0.64458 0.904311 1.17024 0.944786 1.13843 -2.857 -1.41511\n", + " 32 1.970e+02 3.152e-01 7.158e-04 -- 4.192e+02 -- -0.249609 -0.908562 -2.07305 -2.63658 -2.95704 -3.52378 -4.16495 -8 0.721446 0.644368 0.906308 1.1724 0.941102 1.13792 -2.85898 -2.42836\n", + " 33 8.595e+02 3.798e-01 6.275e-04 -- 4.192e+02 -- -0.24955 -0.908572 -2.07254 -2.6381 -2.95677 -3.52227 -4.16647 -8 0.722642 0.644061 0.90574 1.17222 0.940858 1.13781 -2.8621 2.99735\n", + " 34 9.794e+02 1.202e-01 9.051e-05 -- 4.192e+02 -- -0.249592 -0.908557 -2.07291 -2.63765 -2.95644 -3.52276 -4.16658 -8 0.721993 0.644122 0.906381 1.1716 0.940534 1.13825 -2.86125 2.8441\n", + "********************\n", + "-0.249592 -0.908557 -2.07291 -2.63765 -2.95644 -3.52276 -4.16658 -8 0.721993 0.644122 0.906381 1.1716 0.940534 1.13825 -2.86125 2.8441\n", + "0.0338278 0.0081193 0.0342279 0.0767303 0.0666745 0.170245 0.340225 1391.22 0.211725 0.0953128 0.214457 0.311582 0.260149 0.464275 0.812667 2572.32\n", + "0.0179335 -0.0240087 0.0250454 -0.120246 -0.0820404 -0.0104754 -0.0627678 -0.000341413 0.00675955 -0.0176544 -0.00416412 0.00520845 -0.00874943 0.000211486 -0.0321303 -0.000438528\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:Line magic function `%autoreload` not found.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 4.199e+02 4.196e+02 -2.495e-01 -2.326e-01 0.408 +++\n", + "+++ 4.199e+02 4.192e+02 -2.495e-01 -2.242e-01 1.23 +++\n", + "+++ 4.199e+02 4.195e+02 -2.495e-01 -2.284e-01 0.733 +++\n", + "+++ 4.199e+02 4.194e+02 -2.495e-01 -2.263e-01 0.956 +++\n", + "+++ 4.199e+02 4.193e+02 -2.495e-01 -2.252e-01 1.09 +++\n", + "+++ 4.199e+02 4.193e+02 -2.495e-01 -2.257e-01 1.02 +++\n", + "+++ 4.199e+02 4.194e+02 -2.495e-01 -2.260e-01 0.988 +++\n", + "+++ 4.199e+02 4.194e+02 -2.495e-01 -2.259e-01 1 +++\n", + "\t### errors for param 1 ###\n", + "+++ 4.199e+02 4.197e+02 -9.086e-01 -9.045e-01 0.351 +++\n", + "+++ 4.199e+02 4.194e+02 -9.086e-01 -9.025e-01 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 4.199e+02 4.197e+02 -2.073e+00 -2.056e+00 0.357 +++\n", + "+++ 4.199e+02 4.192e+02 -2.073e+00 -2.047e+00 1.24 +++\n", + "+++ 4.199e+02 4.195e+02 -2.073e+00 -2.051e+00 0.685 +++\n", + "+++ 4.199e+02 4.194e+02 -2.073e+00 -2.049e+00 0.93 +++\n", + "+++ 4.199e+02 4.193e+02 -2.073e+00 -2.048e+00 1.08 +++\n", + "+++ 4.199e+02 4.194e+02 -2.073e+00 -2.049e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 4.199e+02 4.197e+02 -2.645e+00 -2.605e+00 0.304 +++\n", + "+++ 4.199e+02 4.195e+02 -2.645e+00 -2.585e+00 0.798 +++\n", + "+++ 4.199e+02 4.192e+02 -2.645e+00 -2.574e+00 1.23 +++\n", + "+++ 4.199e+02 4.194e+02 -2.645e+00 -2.579e+00 0.995 +++\n", + "\t### errors for param 4 ###\n", + "+++ 4.199e+02 4.198e+02 -2.954e+00 -2.922e+00 0.194 +++\n", + "+++ 4.199e+02 4.196e+02 -2.954e+00 -2.905e+00 0.544 +++\n", + "+++ 4.199e+02 4.194e+02 -2.954e+00 -2.897e+00 0.845 +++\n", + "+++ 4.199e+02 4.193e+02 -2.954e+00 -2.893e+00 1.04 +++\n", + "+++ 4.199e+02 4.194e+02 -2.954e+00 -2.895e+00 0.94 +++\n", + "+++ 4.199e+02 4.194e+02 -2.954e+00 -2.894e+00 0.991 +++\n", + "\t### errors for param 5 ###\n", + "+++ 4.199e+02 4.197e+02 -3.498e+00 -3.421e+00 0.356 +++\n", + "+++ 4.199e+02 4.193e+02 -3.498e+00 -3.382e+00 1.02 +++\n", + "+++ 4.199e+02 4.195e+02 -3.498e+00 -3.401e+00 0.628 +++\n", + "+++ 4.199e+02 4.194e+02 -3.498e+00 -3.392e+00 0.807 +++\n", + "+++ 4.199e+02 4.194e+02 -3.498e+00 -3.387e+00 0.909 +++\n", + "+++ 4.199e+02 4.194e+02 -3.498e+00 -3.385e+00 0.964 +++\n", + "+++ 4.199e+02 4.194e+02 -3.498e+00 -3.383e+00 0.992 +++\n", + "\t### errors for param 6 ###\n", + "+++ 4.199e+02 4.197e+02 -4.180e+00 -4.005e+00 0.338 +++\n", + "+++ 4.199e+02 4.193e+02 -4.180e+00 -3.918e+00 1.02 +++\n", + "+++ 4.199e+02 4.195e+02 -4.180e+00 -3.962e+00 0.609 +++\n", + "+++ 4.199e+02 4.195e+02 -4.180e+00 -3.940e+00 0.793 +++\n", + "+++ 4.199e+02 4.194e+02 -4.180e+00 -3.929e+00 0.899 +++\n", + "+++ 4.199e+02 4.194e+02 -4.180e+00 -3.924e+00 0.956 +++\n", + "+++ 4.199e+02 4.194e+02 -4.180e+00 -3.921e+00 0.986 +++\n", + "+++ 4.199e+02 4.194e+02 -4.180e+00 -3.920e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 4.199e+02 4.195e+02 -4.560e+00 -4.379e+00 0.634 +++\n", + "+++ 4.199e+02 4.190e+02 -4.560e+00 -4.288e+00 1.79 +++\n", + "+++ 4.199e+02 4.193e+02 -4.560e+00 -4.333e+00 1.09 +++\n", + "+++ 4.199e+02 4.194e+02 -4.560e+00 -4.356e+00 0.841 +++\n", + "+++ 4.199e+02 4.194e+02 -4.560e+00 -4.345e+00 0.961 +++\n", + "+++ 4.199e+02 4.193e+02 -4.560e+00 -4.339e+00 1.03 +++\n", + "+++ 4.199e+02 4.194e+02 -4.560e+00 -4.342e+00 0.993 +++\n", + "\t### errors for param 8 ###\n", + "+++ 4.199e+02 4.197e+02 7.176e-01 8.234e-01 0.288 +++\n", + "+++ 4.199e+02 4.195e+02 7.176e-01 8.762e-01 0.636 +++\n", + "+++ 4.199e+02 4.194e+02 7.176e-01 9.027e-01 0.85 +++\n", + "+++ 4.199e+02 4.194e+02 7.176e-01 9.159e-01 0.967 +++\n", + "+++ 4.199e+02 4.193e+02 7.176e-01 9.225e-01 1.03 +++\n", + "+++ 4.199e+02 4.194e+02 7.176e-01 9.192e-01 0.997 +++\n", + "\t### errors for param 9 ###\n", + "+++ 4.199e+02 4.194e+02 6.417e-01 7.370e-01 0.917 +++\n", + "+++ 4.199e+02 4.189e+02 6.417e-01 7.847e-01 1.94 +++\n", + "+++ 4.199e+02 4.192e+02 6.417e-01 7.609e-01 1.4 +++\n", + "+++ 4.199e+02 4.193e+02 6.417e-01 7.490e-01 1.15 +++\n", + "+++ 4.199e+02 4.193e+02 6.417e-01 7.430e-01 1.03 +++\n", + "+++ 4.199e+02 4.194e+02 6.417e-01 7.400e-01 0.972 +++\n", + "+++ 4.199e+02 4.194e+02 6.417e-01 7.415e-01 1 +++\n", + "\t### errors for param 10 ###\n", + "+++ 4.199e+02 4.194e+02 9.056e-01 1.120e+00 0.922 +++\n", + "+++ 4.199e+02 4.189e+02 9.056e-01 1.227e+00 1.85 +++\n", + "+++ 4.199e+02 4.192e+02 9.056e-01 1.173e+00 1.37 +++\n", + "+++ 4.199e+02 4.193e+02 9.056e-01 1.147e+00 1.14 +++\n", + "+++ 4.199e+02 4.193e+02 9.056e-01 1.133e+00 1.03 +++\n", + "+++ 4.199e+02 4.194e+02 9.056e-01 1.127e+00 0.975 +++\n", + "+++ 4.199e+02 4.194e+02 9.056e-01 1.130e+00 1 +++\n", + "\t### errors for param 11 ###\n", + "+++ 4.199e+02 4.193e+02 1.164e+00 1.485e+00 1.01 +++\n", + "\t### errors for param 12 ###\n", + "+++ 4.199e+02 4.195e+02 9.406e-01 1.198e+00 0.789 +++\n", + "+++ 4.199e+02 4.191e+02 9.406e-01 1.326e+00 1.57 +++\n", + "+++ 4.199e+02 4.193e+02 9.406e-01 1.262e+00 1.16 +++\n", + "+++ 4.199e+02 4.194e+02 9.406e-01 1.230e+00 0.972 +++\n", + "+++ 4.199e+02 4.193e+02 9.406e-01 1.246e+00 1.07 +++\n", + "+++ 4.199e+02 4.193e+02 9.406e-01 1.238e+00 1.02 +++\n", + "+++ 4.199e+02 4.194e+02 9.406e-01 1.234e+00 0.995 +++\n", + "\t### errors for param 13 ###\n", + "+++ 4.199e+02 4.197e+02 1.187e+00 1.403e+00 0.29 +++\n", + "+++ 4.199e+02 4.195e+02 1.187e+00 1.511e+00 0.642 +++\n", + "+++ 4.199e+02 4.194e+02 1.187e+00 1.565e+00 0.862 +++\n", + "+++ 4.199e+02 4.194e+02 1.187e+00 1.592e+00 0.982 +++\n", + "+++ 4.199e+02 4.193e+02 1.187e+00 1.606e+00 1.04 +++\n", + "+++ 4.199e+02 4.193e+02 1.187e+00 1.599e+00 1.01 +++\n", + "+++ 4.199e+02 4.194e+02 1.187e+00 1.596e+00 0.997 +++\n", + "\t### errors for param 14 ###\n", + "+++ 4.199e+02 4.195e+02 -3.113e+00 -2.282e+00 0.756 +++\n", + "+++ 4.199e+02 4.193e+02 -3.113e+00 -1.866e+00 1.19 +++\n", + "+++ 4.199e+02 4.194e+02 -3.113e+00 -2.074e+00 0.996 +++\n", + "\t### errors for param 15 ###\n", + "+++ 4.199e+02 4.197e+02 1.032e+00 1.598e+00 0.239 +++\n", + "+++ 4.199e+02 4.195e+02 1.032e+00 1.881e+00 0.622 +++\n", + "+++ 4.199e+02 4.194e+02 1.032e+00 2.023e+00 0.848 +++\n", + "+++ 4.199e+02 4.194e+02 1.032e+00 2.094e+00 0.957 +++\n", + "+++ 4.199e+02 4.193e+02 1.032e+00 2.129e+00 1.01 +++\n", + "********************\n", + "-0.249474 -0.908595 -2.07282 -2.6453 -2.95426 -3.49832 -4.17972 -4.56002 0.717619 0.641666 0.90563 1.164 0.940625 1.18717 -3.11332 1.03245\n", + "0.0235989 0.00609752 0.0240131 0.0658289 0.0603077 0.115006 0.260075 0.218293 0.201566 0.0998359 0.224231 0.321435 0.293375 0.408381 1.03966 1.09658\n", + "********************\n" + ] + } + ], + "source": [ + "%autoreload\n", + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 11.83713905, 3.53860689, 2.58807242, 2.14608694,\n", + " 1.11886842, 0.91105232, -1.54142564, 0.32978838])" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAggAAAFkCAYAAABFIsPfAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-5,16)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 96, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiIAAAGYCAYAAAB/DYmkAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\niIiI+Oz/ALKB7rJ0agN2AAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.6)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 97, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjYAAAGJCAYAAACZwnkIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = irfft(fit)\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "ylabel(\"Response (relative)\",fontsize=20)\n", + "xlabel(\"Time (days)\",fontsize=20) \n", + "\n", + "ylim(-0.5,2)\n", + "xlim(0,7)\n", + "\n", + "plot(time_fit)\n", + "plot([3.22,3.22], [-50, 50], color='k', linestyle='-', linewidth=2)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 98, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjYAAAGJCAYAAACZwnkIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = irfft(fit)\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "ylabel(\"Response (relative)\",fontsize=20)\n", + "xlabel(\"Time (days)\",fontsize=20) \n", + "\n", + "ylim(-0.5,2)\n", + "xlim(0,7)\n", + "\n", + "plot(time_fit)\n", + "plot([3.22,3.22], [-50, 50], color='k', linestyle='-', linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-7647A.ipynb b/lag/data/clag_analysis-origbins-7647A.ipynb new file mode 100644 index 0000000..2959a2e --- /dev/null +++ b/lag/data/clag_analysis-origbins-7647A.ipynb @@ -0,0 +1,832 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/7647A.lc\"\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.00964867, 0.02886003, 0.0556922 , 0.08632291, 0.13380051,\n", + " 0.20739079, 0.32145572, 0.49825637])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqd\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.352e-01 7.004e+01 inf -- -2.548e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.709e-01 6.945e+01 8.689e+01 -- -1.680e+02 -- 0.568202 0.566496 0.565546 0.565389 0.565371 0.564829 0.565108 0.56515\n", + " 3 3.365e+00 6.850e+01 8.615e+01 -- -8.181e+01 -- 0.138452 0.134629 0.131417 0.131051 0.130581 0.129376 0.130493 0.130733\n", + " 4 1.432e+00 6.742e+01 8.494e+01 -- 3.128e+00 -- -0.281314 -0.293481 -0.30187 -0.302706 -0.304046 -0.305979 -0.303068 -0.302158\n", + " 5 5.888e-01 6.660e+01 8.345e+01 -- 8.658e+01 -- -0.670439 -0.713504 -0.734283 -0.735609 -0.738394 -0.740978 -0.735503 -0.733408\n", + " 6 3.712e-01 6.580e+01 8.170e+01 -- 1.683e+02 -- -0.98186 -1.11559 -1.16661 -1.16796 -1.17265 -1.17538 -1.16791 -1.16475\n", + " 7 2.710e-01 6.441e+01 7.924e+01 -- 2.475e+02 -- -1.15319 -1.47413 -1.59924 -1.60004 -1.60675 -1.60901 -1.601 -1.59713\n", + " 8 2.138e-01 6.207e+01 7.606e+01 -- 3.236e+02 -- -1.2017 -1.73389 -2.0317 -2.03093 -2.04033 -2.04197 -2.03495 -2.02955\n", + " 9 1.767e-01 5.874e+01 7.252e+01 -- 3.961e+02 -- -1.21944 -1.84738 -2.46191 -2.45696 -2.47336 -2.47447 -2.47007 -2.4612\n", + " 10 1.505e-01 5.422e+01 6.836e+01 -- 4.645e+02 -- -1.22867 -1.87558 -2.87636 -2.86554 -2.90591 -2.90606 -2.90644 -2.89281\n", + " 11 1.304e-01 4.826e+01 6.187e+01 -- 5.263e+02 -- -1.23499 -1.89484 -3.22854 -3.22689 -3.33472 -3.3325 -3.34386 -3.32489\n", + " 12 1.163e-01 4.093e+01 5.179e+01 -- 5.781e+02 -- -1.23852 -1.90721 -3.44389 -3.49376 -3.74893 -3.73895 -3.77938 -3.75848\n", + " 13 9.980e-02 3.115e+01 3.779e+01 -- 6.159e+02 -- -1.23702 -1.90846 -3.49545 -3.63342 -4.12276 -4.08853 -4.19527 -4.19544\n", + " 14 7.004e-02 1.776e+01 2.014e+01 -- 6.360e+02 -- -1.23105 -1.90503 -3.4814 -3.68042 -4.41637 -4.31891 -4.53403 -4.61415\n", + " 15 2.773e-02 5.191e+00 5.391e+00 -- 6.414e+02 -- -1.22657 -1.90214 -3.47116 -3.69656 -4.59718 -4.39786 -4.69506 -4.93731\n", + " 16 1.057e-02 6.378e-01 4.477e-01 -- 6.419e+02 -- -1.22775 -1.90089 -3.46879 -3.70567 -4.68256 -4.39619 -4.69519 -5.07423\n", + " 17 7.888e-03 4.329e-01 3.041e-02 -- 6.419e+02 -- -1.22951 -1.90056 -3.46786 -3.71222 -4.73204 -4.38418 -4.69485 -5.07494\n", + " 18 5.819e-03 2.998e-01 1.477e-02 -- 6.419e+02 -- -1.2294 -1.90021 -3.46615 -3.71187 -4.76937 -4.37843 -4.69171 -5.07347\n", + " 19 4.291e-03 2.100e-01 7.619e-03 -- 6.419e+02 -- -1.22925 -1.89995 -3.46439 -3.71159 -4.79712 -4.37418 -4.69047 -5.07198\n", + " 20 3.153e-03 1.486e-01 3.972e-03 -- 6.419e+02 -- -1.22914 -1.89977 -3.46327 -3.71125 -4.8177 -4.3712 -4.68937 -5.07092\n", + " 21 2.314e-03 1.059e-01 2.083e-03 -- 6.419e+02 -- -1.22907 -1.89964 -3.46247 -3.71101 -4.83289 -4.36903 -4.68864 -5.07007\n", + " 22 1.695e-03 7.595e-02 1.096e-03 -- 6.419e+02 -- -1.22901 -1.89955 -3.46191 -3.71083 -4.84408 -4.36746 -4.68811 -5.06945\n", + " 23 1.239e-03 5.467e-02 5.783e-04 -- 6.419e+02 -- -1.22898 -1.89949 -3.46151 -3.7107 -4.85229 -4.36633 -4.68772 -5.06898\n", + " 24 9.051e-04 3.947e-02 3.054e-04 -- 6.419e+02 -- -1.22895 -1.89945 -3.46122 -3.7106 -4.8583 -4.3655 -4.68745 -5.06863\n", + " 25 6.605e-04 2.855e-02 1.614e-04 -- 6.419e+02 -- -1.22893 -1.89941 -3.46102 -3.71052 -4.8627 -4.3649 -4.68725 -5.06838\n", + " 26 4.816e-04 2.069e-02 8.536e-05 -- 6.419e+02 -- -1.22891 -1.89939 -3.46087 -3.71047 -4.86591 -4.36446 -4.68711 -5.06819\n", + "********************\n", + "-1.22891 -1.89939 -3.46087 -3.71047 -4.86591 -4.36446 -4.68711 -5.06819\n", + "0.234933 0.200019 0.259825 0.196536 0.332059 0.153872 0.153084 0.180761\n", + "0.000177336 0.000464495 0.00122062 -0.000734339 -0.0206875 0.00948273 0.00295267 0.00321028\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 6.419e+02 6.415e+02 -1.229e+00 -9.940e-01 0.854 +++\n", + "+++ 6.419e+02 6.411e+02 -1.229e+00 -8.765e-01 1.78 +++\n", + "+++ 6.419e+02 6.413e+02 -1.229e+00 -9.352e-01 1.28 +++\n", + "+++ 6.419e+02 6.414e+02 -1.229e+00 -9.646e-01 1.06 +++\n", + "+++ 6.419e+02 6.415e+02 -1.229e+00 -9.793e-01 0.954 +++\n", + "+++ 6.419e+02 6.414e+02 -1.229e+00 -9.719e-01 1.01 +++\n", + "\t### errors for param 1 ###\n", + "+++ 6.419e+02 6.415e+02 -1.899e+00 -1.699e+00 0.892 +++\n", + "+++ 6.419e+02 6.410e+02 -1.899e+00 -1.599e+00 1.89 +++\n", + "+++ 6.419e+02 6.413e+02 -1.899e+00 -1.649e+00 1.35 +++\n", + "+++ 6.419e+02 6.414e+02 -1.899e+00 -1.674e+00 1.11 +++\n", + "+++ 6.419e+02 6.414e+02 -1.899e+00 -1.687e+00 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 6.419e+02 6.414e+02 -3.461e+00 -3.201e+00 1.01 +++\n", + "+++ 6.419e+02 6.418e+02 -3.461e+00 -3.331e+00 0.268 +++\n", + "+++ 6.419e+02 6.417e+02 -3.461e+00 -3.266e+00 0.586 +++\n", + "+++ 6.419e+02 6.416e+02 -3.461e+00 -3.233e+00 0.788 +++\n", + "+++ 6.419e+02 6.415e+02 -3.461e+00 -3.217e+00 0.898 +++\n", + "+++ 6.419e+02 6.415e+02 -3.461e+00 -3.209e+00 0.956 +++\n", + "+++ 6.419e+02 6.415e+02 -3.461e+00 -3.205e+00 0.985 +++\n", + "+++ 6.419e+02 6.414e+02 -3.461e+00 -3.203e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 6.419e+02 6.415e+02 -3.710e+00 -3.514e+00 0.934 +++\n", + "+++ 6.419e+02 6.409e+02 -3.710e+00 -3.416e+00 2.02 +++\n", + "+++ 6.419e+02 6.412e+02 -3.710e+00 -3.465e+00 1.43 +++\n", + "+++ 6.419e+02 6.414e+02 -3.710e+00 -3.489e+00 1.17 +++\n", + "+++ 6.419e+02 6.414e+02 -3.710e+00 -3.502e+00 1.05 +++\n", + "+++ 6.419e+02 6.415e+02 -3.710e+00 -3.508e+00 0.991 +++\n", + "\t### errors for param 4 ###\n", + "+++ 6.419e+02 6.417e+02 -4.868e+00 -4.535e+00 0.545 +++\n", + "+++ 6.419e+02 6.414e+02 -4.868e+00 -4.369e+00 1.17 +++\n", + "+++ 6.419e+02 6.416e+02 -4.868e+00 -4.452e+00 0.745 +++\n", + "+++ 6.419e+02 6.415e+02 -4.868e+00 -4.411e+00 0.943 +++\n", + "+++ 6.419e+02 6.414e+02 -4.868e+00 -4.390e+00 1.05 +++\n", + "+++ 6.419e+02 6.414e+02 -4.868e+00 -4.400e+00 0.998 +++\n", + "\t### errors for param 5 ###\n", + "+++ 6.419e+02 6.415e+02 -4.364e+00 -4.210e+00 0.842 +++\n", + "+++ 6.419e+02 6.410e+02 -4.364e+00 -4.133e+00 1.87 +++\n", + "+++ 6.419e+02 6.413e+02 -4.364e+00 -4.172e+00 1.32 +++\n", + "+++ 6.419e+02 6.414e+02 -4.364e+00 -4.191e+00 1.07 +++\n", + "+++ 6.419e+02 6.415e+02 -4.364e+00 -4.201e+00 0.951 +++\n", + "+++ 6.419e+02 6.414e+02 -4.364e+00 -4.196e+00 1.01 +++\n", + "\t### errors for param 6 ###\n", + "+++ 6.419e+02 6.418e+02 -4.687e+00 -4.610e+00 0.306 +++\n", + "+++ 6.419e+02 6.416e+02 -4.687e+00 -4.572e+00 0.686 +++\n", + "+++ 6.419e+02 6.415e+02 -4.687e+00 -4.553e+00 0.933 +++\n", + "+++ 6.419e+02 6.414e+02 -4.687e+00 -4.544e+00 1.07 +++\n", + "+++ 6.419e+02 6.414e+02 -4.687e+00 -4.548e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 6.419e+02 6.418e+02 -5.068e+00 -4.978e+00 0.293 +++\n", + "+++ 6.419e+02 6.416e+02 -5.068e+00 -4.932e+00 0.662 +++\n", + "+++ 6.419e+02 6.415e+02 -5.068e+00 -4.910e+00 0.903 +++\n", + "+++ 6.419e+02 6.414e+02 -5.068e+00 -4.899e+00 1.04 +++\n", + "+++ 6.419e+02 6.415e+02 -5.068e+00 -4.904e+00 0.969 +++\n", + "+++ 6.419e+02 6.414e+02 -5.068e+00 -4.901e+00 1 +++\n", + "********************\n", + "-1.2289 -1.89937 -3.46076 -3.71043 -4.86825 -4.36415 -4.687 -5.06805\n", + "0.256958 0.212521 0.257777 0.202656 0.468138 0.168247 0.138715 0.166617\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 1.149e+03 8.511e+00 inf -- 6.871e+02 -- -0.76415 -1.33875 -2.62568 -2.91642 -3.79922 -3.72781 -4.42422 -6.83403 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 3.083e+01 1.011e+01 2.462e+00 -- 6.895e+02 -- -0.722947 -1.31306 -2.64209 -2.92939 -3.79892 -3.74348 -4.4401 -6.53403 0.112591 0.202668 0.237888 0.184561 0.247154 0.169837 0.149615 -0.977256\n", + " 5 2.313e+01 1.184e+01 2.138e+00 -- 6.917e+02 -- -0.689217 -1.28746 -2.64829 -2.93823 -3.79051 -3.75521 -4.45318 -6.83403 0.122108 0.284555 0.367997 0.266931 0.379308 0.236851 0.196816 2.03535\n", + " 7 1.836e+01 1.371e+01 1.807e+00 -- 6.935e+02 -- -0.66115 -1.2633 -2.64623 -2.94323 -3.77682 -3.76343 -4.4638 -6.53403 0.129539 0.350049 0.485494 0.345407 0.493126 0.299979 0.241096 -2.67313\n", + " 9 2.046e+01 1.572e+01 1.610e+00 -- 6.951e+02 -- -0.637504 -1.24117 -2.63838 -2.94489 -3.76048 -3.76869 -4.47217 -6.83403 0.135502 0.402878 0.588 0.418868 0.588605 0.358702 0.28198 -1.29684\n", + " 11 3.541e+01 1.788e+01 1.456e+00 -- 6.966e+02 -- -0.617387 -1.22121 -2.62698 -2.94377 -3.7434 -3.77151 -4.47878 -7.13403 0.140359 0.445949 0.67527 0.486465 0.667539 0.412608 0.319287 1.3562\n", + " 13 8.288e+02 2.020e+01 1.291e+00 -- 6.978e+02 -- -0.60014 -1.20337 -2.61379 -2.94045 -3.72685 -3.77239 -4.48389 -6.83403 0.144381 0.48146 0.748601 0.54777 0.732508 0.461524 0.352994 -0.12492\n", + " 15 6.267e+01 2.266e+01 1.179e+00 -- 6.990e+02 -- -0.585259 -1.18747 -2.60004 -2.9355 -3.71148 -3.77179 -4.48775 -7.13403 0.147758 0.511044 0.809901 0.602807 0.786107 0.50562 0.383157 -2.33832\n", + " 17 5.670e+01 2.527e+01 1.086e+00 -- 7.001e+02 -- -0.572351 -1.17335 -2.58649 -2.92939 -3.6976 -3.77007 -4.49056 -7.43403 0.150636 0.53593 0.861183 0.651797 0.830596 0.545107 0.409928 1.85585\n", + " 19 6.344e+01 2.802e+01 9.867e-01 -- 7.011e+02 -- -0.561107 -1.1608 -2.57356 -2.92251 -3.68525 -3.76757 -4.49259 -7.13403 0.153107 0.557037 0.9042 0.695116 0.867766 0.580281 0.433567 -2.38363\n", + " 21 7.571e+01 3.089e+01 9.220e-01 -- 7.020e+02 -- -0.551274 -1.14965 -2.56148 -2.91518 -3.6744 -3.76453 -4.49398 -7.43403 0.155257 0.575074 0.940495 0.733284 0.89908 0.611551 0.454317 1.34492\n", + " 22 4.003e-01 2.319e+04 1.251e+01 -- 6.895e+02 -- -0.46504 -1.05058 -2.44998 -2.83968 -3.57966 -3.73073 -4.50329 -4.43403 0.174105 0.730184 1.24835 1.06835 1.1647 0.888615 0.636009 2.63401\n", + " 23 3.602e-01 6.251e+01 2.137e+01 -- 7.109e+02 -- -0.479175 -1.05499 -2.40759 -2.71044 -3.63212 -3.67843 -4.55868 -4.7139 0.243794 0.662729 1.29622 1.06228 1.10731 0.828249 0.484699 2.85439\n", + " 24 1.324e-01 3.847e+01 7.851e-01 -- 7.117e+02 -- -0.473576 -1.05695 -2.43181 -2.73925 -3.6054 -3.70634 -4.40662 -4.87766 0.183146 0.709437 1.27054 0.992921 1.08464 0.839337 0.659286 2.73599\n", + " 25 1.821e-01 8.521e+00 1.578e-01 -- 7.118e+02 -- -0.475023 -1.05607 -2.43744 -2.74267 -3.61814 -3.70001 -4.50477 -4.97221 0.199534 0.699185 1.24387 0.993811 1.07721 0.861017 0.572018 2.42745\n", + " 26 2.014e-01 5.280e+00 6.998e-02 -- 7.119e+02 -- -0.474604 -1.05634 -2.44031 -2.7453 -3.60481 -3.70497 -4.4716 -5.01385 0.194772 0.702203 1.23578 0.990364 1.07625 0.849061 0.623206 1.98547\n", + " 27 1.559e-01 8.470e-01 5.248e-02 -- 7.119e+02 -- -0.474838 -1.05633 -2.44133 -2.7456 -3.61013 -3.70353 -4.4991 -4.96485 0.195398 0.70079 1.23042 0.988953 1.0694 0.8531 0.602048 1.5856\n", + " 28 1.154e-01 1.799e+00 3.734e-02 -- 7.120e+02 -- -0.474876 -1.05636 -2.44221 -2.74624 -3.6043 -3.70638 -4.49561 -4.88587 0.194273 0.700465 1.22605 0.986774 1.06378 0.847619 0.626675 1.33843\n", + " 29 7.922e-02 1.175e+00 2.365e-02 -- 7.120e+02 -- -0.474959 -1.05637 -2.44284 -2.74635 -3.60609 -3.70691 -4.50684 -4.82345 0.193792 0.699958 1.22274 0.984729 1.05776 0.847888 0.625222 1.18395\n", + " 30 5.978e-02 9.905e-01 1.545e-02 -- 7.120e+02 -- -0.475014 -1.05638 -2.44337 -2.74658 -3.60376 -3.70854 -4.50832 -4.7745 0.193235 0.699587 1.22004 0.983324 1.05292 0.845739 0.637938 1.09015\n", + " 31 4.332e-02 8.004e-01 9.908e-03 -- 7.120e+02 -- -0.475061 -1.05639 -2.4438 -2.74665 -3.60426 -3.70921 -4.5135 -4.73769 0.192849 0.699306 1.21807 0.982147 1.04865 0.845744 0.640636 1.02498\n", + " 32 3.306e-02 6.233e-01 6.372e-03 -- 7.120e+02 -- -0.475099 -1.05639 -2.44413 -2.74676 -3.60331 -3.71016 -4.51536 -4.70979 0.19251 0.699065 1.21644 0.981352 1.04524 0.844821 0.647708 0.980583\n", + " 33 2.501e-02 5.124e-01 4.073e-03 -- 7.120e+02 -- -0.475129 -1.0564 -2.4444 -2.74681 -3.6034 -3.71069 -4.51806 -4.68842 0.192252 0.698889 1.21522 0.980704 1.04238 0.844743 0.650651 0.948169\n", + " 34 1.931e-02 3.988e-01 2.597e-03 -- 7.120e+02 -- -0.475154 -1.0564 -2.44461 -2.74688 -3.603 -3.71126 -4.51949 -4.67205 0.192037 0.69874 1.21423 0.980247 1.04011 0.844313 0.654788 0.924451\n", + " 35 1.493e-02 3.244e-01 1.651e-03 -- 7.120e+02 -- -0.475173 -1.0564 -2.44478 -2.74692 -3.60297 -3.71164 -4.52101 -4.65936 0.19187 0.698628 1.21347 0.97988 1.03824 0.844226 0.657098 0.906602\n", + " 36 1.163e-02 2.542e-01 1.047e-03 -- 7.120e+02 -- -0.475189 -1.0564 -2.44491 -2.74696 -3.60279 -3.71199 -4.52198 -4.64952 0.191733 0.698535 1.21286 0.979613 1.03676 0.844016 0.659591 0.893069\n", + " 37 9.093e-03 2.048e-01 6.628e-04 -- 7.120e+02 -- -0.475201 -1.0564 -2.44501 -2.74699 -3.60275 -3.71224 -4.52287 -4.64183 0.191626 0.698464 1.21238 0.9794 1.03556 0.843944 0.661216 0.882678\n", + " 38 7.134e-03 1.613e-01 4.191e-04 -- 7.120e+02 -- -0.475212 -1.0564 -2.4451 -2.74701 -3.60265 -3.71246 -4.52351 -4.63582 0.191539 0.698406 1.212 0.979241 1.03461 0.843836 0.662747 0.874652\n", + " 39 5.608e-03 1.291e-01 2.647e-04 -- 7.120e+02 -- -0.475219 -1.05641 -2.44516 -2.74703 -3.60262 -3.71262 -4.52405 -4.6311 0.191471 0.698362 1.21171 0.979114 1.03385 0.843785 0.663834 0.868413\n", + " 40 4.418e-03 1.020e-01 1.670e-04 -- 7.120e+02 -- -0.475226 -1.05641 -2.44521 -2.74705 -3.60257 -3.71276 -4.52445 -4.62739 0.191416 0.698326 1.21147 0.979017 1.03325 0.843726 0.664783 0.863542\n", + " 41 3.485e-03 8.130e-02 1.053e-04 -- 7.120e+02 -- -0.475231 -1.05641 -2.44525 -2.74706 -3.60255 -3.71286 -4.52479 -4.62447 0.191373 0.698297 1.21128 0.978941 1.03276 0.843692 0.665491 0.859727\n", + " 42 2.753e-03 6.436e-02 6.636e-05 -- 7.120e+02 -- -0.475235 -1.05641 -2.44529 -2.74707 -3.60252 -3.71295 -4.52504 -4.62216 0.191338 0.698275 1.21113 0.978881 1.03238 0.843658 0.666084 0.856731\n", + "********************\n", + "-0.475235 -1.05641 -2.44529 -2.74707 -3.60252 -3.71295 -4.52504 -4.62216 0.191338 0.698275 1.21113 0.978881 1.03238 0.843658 0.666084 0.856731\n", + "0.00699188 0.00954622 0.0841246 0.0745967 0.124782 0.148601 0.368254 0.278607 0.0954532 0.101842 0.352028 0.291475 0.397613 0.407863 0.879459 0.681533\n", + "-0.064356 -0.00407965 -0.00327632 -0.000885349 0.00210339 -0.00248053 -0.0014596 0.0217369 -0.00315135 -0.00176922 -0.000952405 -0.000682482 -0.00194583 -0.000139415 0.000655392 -0.00209613\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:Line magic function `%autoreload` not found.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 7.120e+02 7.118e+02 -4.752e-01 -4.717e-01 0.444 +++\n", + "+++ 7.120e+02 7.114e+02 -4.752e-01 -4.700e-01 1.35 +++\n", + "+++ 7.120e+02 7.116e+02 -4.752e-01 -4.709e-01 0.796 +++\n", + "+++ 7.120e+02 7.115e+02 -4.752e-01 -4.704e-01 1.04 +++\n", + "+++ 7.120e+02 7.116e+02 -4.752e-01 -4.706e-01 0.912 +++\n", + "+++ 7.120e+02 7.116e+02 -4.752e-01 -4.705e-01 0.975 +++\n", + "+++ 7.120e+02 7.115e+02 -4.752e-01 -4.705e-01 1.01 +++\n", + "\t### errors for param 1 ###\n", + "+++ 7.120e+02 7.118e+02 -1.056e+00 -1.052e+00 0.401 +++\n", + "+++ 7.120e+02 7.115e+02 -1.056e+00 -1.049e+00 1.14 +++\n", + "+++ 7.120e+02 7.117e+02 -1.056e+00 -1.050e+00 0.702 +++\n", + "+++ 7.120e+02 7.116e+02 -1.056e+00 -1.050e+00 0.903 +++\n", + "+++ 7.120e+02 7.115e+02 -1.056e+00 -1.050e+00 1.02 +++\n", + "+++ 7.120e+02 7.116e+02 -1.056e+00 -1.050e+00 0.959 +++\n", + "+++ 7.120e+02 7.116e+02 -1.056e+00 -1.050e+00 0.988 +++\n", + "+++ 7.120e+02 7.115e+02 -1.056e+00 -1.050e+00 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 7.120e+02 7.119e+02 -2.445e+00 -2.403e+00 0.347 +++\n", + "+++ 7.120e+02 7.115e+02 -2.445e+00 -2.382e+00 1.08 +++\n", + "+++ 7.120e+02 7.117e+02 -2.445e+00 -2.393e+00 0.631 +++\n", + "+++ 7.120e+02 7.116e+02 -2.445e+00 -2.387e+00 0.829 +++\n", + "+++ 7.120e+02 7.116e+02 -2.445e+00 -2.385e+00 0.946 +++\n", + "+++ 7.120e+02 7.115e+02 -2.445e+00 -2.384e+00 1.01 +++\n", + "\t### errors for param 3 ###\n", + "+++ 7.120e+02 7.119e+02 -2.747e+00 -2.710e+00 0.245 +++\n", + "+++ 7.120e+02 7.117e+02 -2.747e+00 -2.691e+00 0.695 +++\n", + "+++ 7.120e+02 7.115e+02 -2.747e+00 -2.682e+00 1.08 +++\n", + "+++ 7.120e+02 7.116e+02 -2.747e+00 -2.686e+00 0.87 +++\n", + "+++ 7.120e+02 7.116e+02 -2.747e+00 -2.684e+00 0.97 +++\n", + "+++ 7.120e+02 7.115e+02 -2.747e+00 -2.683e+00 1.02 +++\n", + "+++ 7.120e+02 7.115e+02 -2.747e+00 -2.684e+00 0.996 +++\n", + "\t### errors for param 4 ###\n", + "+++ 7.120e+02 7.117e+02 -3.603e+00 -3.540e+00 0.596 +++\n", + "+++ 7.120e+02 7.111e+02 -3.603e+00 -3.509e+00 1.86 +++\n", + "+++ 7.120e+02 7.115e+02 -3.603e+00 -3.525e+00 1.09 +++\n", + "+++ 7.120e+02 7.116e+02 -3.603e+00 -3.532e+00 0.813 +++\n", + "+++ 7.120e+02 7.116e+02 -3.603e+00 -3.528e+00 0.942 +++\n", + "+++ 7.120e+02 7.115e+02 -3.603e+00 -3.526e+00 1.01 +++\n", + "+++ 7.120e+02 7.116e+02 -3.603e+00 -3.527e+00 0.976 +++\n", + "+++ 7.120e+02 7.115e+02 -3.603e+00 -3.527e+00 0.994 +++\n", + "\t### errors for param 5 ###\n", + "+++ 7.120e+02 7.119e+02 -3.713e+00 -3.639e+00 0.357 +++\n", + "+++ 7.120e+02 7.116e+02 -3.713e+00 -3.602e+00 0.966 +++\n", + "+++ 7.120e+02 7.113e+02 -3.713e+00 -3.583e+00 1.46 +++\n", + "+++ 7.120e+02 7.114e+02 -3.713e+00 -3.592e+00 1.19 +++\n", + "+++ 7.120e+02 7.115e+02 -3.713e+00 -3.597e+00 1.08 +++\n", + "+++ 7.120e+02 7.115e+02 -3.713e+00 -3.599e+00 1.02 +++\n", + "+++ 7.120e+02 7.116e+02 -3.713e+00 -3.600e+00 0.992 +++\n", + "\t### errors for param 6 ###\n", + "+++ 7.120e+02 7.117e+02 -4.525e+00 -4.341e+00 0.622 +++\n", + "+++ 7.120e+02 7.111e+02 -4.525e+00 -4.249e+00 1.92 +++\n", + "+++ 7.120e+02 7.115e+02 -4.525e+00 -4.295e+00 1.13 +++\n", + "+++ 7.120e+02 7.116e+02 -4.525e+00 -4.318e+00 0.843 +++\n", + "+++ 7.120e+02 7.116e+02 -4.525e+00 -4.306e+00 0.978 +++\n", + "+++ 7.120e+02 7.115e+02 -4.525e+00 -4.301e+00 1.05 +++\n", + "+++ 7.120e+02 7.115e+02 -4.525e+00 -4.304e+00 1.01 +++\n", + "+++ 7.120e+02 7.115e+02 -4.525e+00 -4.305e+00 0.996 +++\n", + "\t### errors for param 7 ###\n", + "+++ 7.120e+02 7.118e+02 -4.620e+00 -4.343e+00 0.54 +++\n", + "+++ 7.120e+02 -inf -4.620e+00 -4.204e+00 inf +++\n", + "+++ 7.120e+02 7.115e+02 -4.620e+00 -4.274e+00 1.18 +++\n", + "+++ 7.120e+02 7.116e+02 -4.620e+00 -4.308e+00 0.803 +++\n", + "+++ 7.120e+02 7.116e+02 -4.620e+00 -4.291e+00 0.974 +++\n", + "+++ 7.120e+02 7.115e+02 -4.620e+00 -4.282e+00 1.07 +++\n", + "+++ 7.120e+02 7.115e+02 -4.620e+00 -4.287e+00 1.02 +++\n", + "+++ 7.120e+02 7.115e+02 -4.620e+00 -4.289e+00 0.998 +++\n", + "\t### errors for param 8 ###\n", + "+++ 7.120e+02 7.119e+02 1.913e-01 2.390e-01 0.269 +++\n", + "+++ 7.120e+02 7.117e+02 1.913e-01 2.629e-01 0.595 +++\n", + "+++ 7.120e+02 7.116e+02 1.913e-01 2.748e-01 0.803 +++\n", + "+++ 7.120e+02 7.116e+02 1.913e-01 2.808e-01 0.917 +++\n", + "+++ 7.120e+02 7.116e+02 1.913e-01 2.838e-01 0.977 +++\n", + "+++ 7.120e+02 7.115e+02 1.913e-01 2.853e-01 1.01 +++\n", + "\t### errors for param 9 ###\n", + "+++ 7.120e+02 7.119e+02 6.983e-01 7.492e-01 0.276 +++\n", + "+++ 7.120e+02 7.117e+02 6.983e-01 7.746e-01 0.62 +++\n", + "+++ 7.120e+02 7.116e+02 6.983e-01 7.874e-01 0.82 +++\n", + "+++ 7.120e+02 7.116e+02 6.983e-01 7.937e-01 0.936 +++\n", + "+++ 7.120e+02 7.115e+02 6.983e-01 7.969e-01 0.997 +++\n", + "\t### errors for param 10 ###\n", + "+++ 7.120e+02 7.116e+02 1.211e+00 1.563e+00 0.938 +++\n", + "+++ 7.120e+02 7.111e+02 1.211e+00 1.739e+00 1.91 +++\n", + "+++ 7.120e+02 7.113e+02 1.211e+00 1.651e+00 1.4 +++\n", + "+++ 7.120e+02 7.115e+02 1.211e+00 1.607e+00 1.16 +++\n", + "+++ 7.120e+02 7.115e+02 1.211e+00 1.585e+00 1.05 +++\n", + "+++ 7.120e+02 7.116e+02 1.211e+00 1.574e+00 0.993 +++\n", + "\t### errors for param 11 ###\n", + "+++ 7.120e+02 7.117e+02 9.788e-01 1.270e+00 0.74 +++\n", + "+++ 7.120e+02 7.113e+02 9.788e-01 1.416e+00 1.49 +++\n", + "+++ 7.120e+02 7.115e+02 9.788e-01 1.343e+00 1.1 +++\n", + "+++ 7.120e+02 7.116e+02 9.788e-01 1.307e+00 0.912 +++\n", + "+++ 7.120e+02 7.115e+02 9.788e-01 1.325e+00 1 +++\n", + "\t### errors for param 12 ###\n", + "+++ 7.120e+02 7.116e+02 1.032e+00 1.430e+00 0.828 +++\n", + "+++ 7.120e+02 7.111e+02 1.032e+00 1.628e+00 1.84 +++\n", + "+++ 7.120e+02 7.114e+02 1.032e+00 1.529e+00 1.29 +++\n", + "+++ 7.120e+02 7.115e+02 1.032e+00 1.479e+00 1.05 +++\n", + "+++ 7.120e+02 7.116e+02 1.032e+00 1.455e+00 0.935 +++\n", + "+++ 7.120e+02 7.116e+02 1.032e+00 1.467e+00 0.99 +++\n", + "\t### errors for param 13 ###\n", + "+++ 7.120e+02 7.119e+02 8.436e-01 1.048e+00 0.276 +++\n", + "+++ 7.120e+02 7.117e+02 8.436e-01 1.150e+00 0.604 +++\n", + "+++ 7.120e+02 7.116e+02 8.436e-01 1.201e+00 0.808 +++\n", + "+++ 7.120e+02 7.116e+02 8.436e-01 1.226e+00 0.92 +++\n", + "+++ 7.120e+02 7.116e+02 8.436e-01 1.239e+00 0.977 +++\n", + "+++ 7.120e+02 7.115e+02 8.436e-01 1.245e+00 1.01 +++\n", + "\t### errors for param 14 ###\n", + "+++ 7.120e+02 7.115e+02 6.665e-01 1.546e+00 1 +++\n", + "\t### errors for param 15 ###\n", + "********************\n", + "-0.475238 -1.05641 -2.44531 -2.74708 -3.6025 -3.71301 -4.52525 -4.62034 0.191311 0.698257 1.21102 0.978834 1.03208 0.843636 0.666538 0.854372\n", + "0.00475354 0.00682415 0.0617908 0.0635266 0.0755408 0.112636 0.220195 0.331549 0.0939739 0.0986604 0.363072 0.346135 0.434851 0.401558 0.879854 3.38957\n", + "********************\n" + ] + } + ], + "source": [ + "%autoreload\n", + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 3.15567684, 3.85069114, 3.46079358, 1.80469275, 1.2276475 ,\n", + " 0.64741975, 0.33000748, 0.27290686])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAFtlJREFUeJzt3X9sXed9H+CPE8tWG69TGtWkncVWxFaWN3vzyMitzUBV\nMDcohs0ZsIElgQwrubZGm83QNmw1UpjN5CEDhq1xBWwrtEFogWBX1ooVTbFpS/+Q4kFiNpX0Ov9i\n3ZGmp9oiHWVR2jiVI8TZH5e0KYoUeV/eew/v5fMAF7o89z3nfCW9oj48533fkwAAAAAAAAAAAAAA\nAAAAAAAAAAAAAABA1ziY5HeSvJ7knSSfWqXN5xY//3aS00n+fLuKAwA2730tPPb3J3kuyWcWv/7e\nis9/Mcnhxc8PJJlP8rtJbmthTQBAB3onyaPLvr4pycUk/3jZtluSfCPJz7WxLgBgE1p5ReJGPpqk\nJ8mXl237TpKvJHm4kooAgIZVFSR6F39dWLH9zWWfAQBb3M1VF7CKlWMpltyx+AIAGnNx8dV0VQWJ\n+cVfe5a9X+3rJXfceeedb7zxxhstLwwAutDrqU9saHqYqCpIvJp6YPhkkt9f3HZLkh/PtQMwl9zx\nxhtv5Itf/GLuvffeNpXYPIcPH87TTz/dkefazPEa3Xej7TfSbr02N/q8nX9fzaavNbe9vrY2fa25\n7VvZ115++eV8+tOf/nDqV/U7Kkh8IMmPLPt6b5IHknw9yYUkTyf5bJI/TPJ/Ft9/K8l/WOuA9957\nb/r7+1tVb8vs2rWrbXU3+1ybOV6j+260/UbardfmRp+38++r2fS15rbX19amrzW3fav7Wiu9v4XH\nHkxyLsljqY97+MnF9x9M8ttJzibZmeSXkzye5JtJRpKsdv/ijiSPPfbYY7njjs4cJnH//fd37Lk2\nc7xG991o+420W6/NWp/XarWMjIxsqI6tSF9rbnt9bW36WnPbt6qvXbx4MceOHUuSY2nBFYmbmn3A\nFulPMjk5Odmx6Z3O8eijj+ZLX/pS1WWwDehrtMPU1FQGBgaSZCDJVLOPX9X0TwCgCwgSsEInX2qm\ns+hrdANBAlbwzZ120dfoBoIEAFBMkAAAigkSAEAxQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQ\nTJAAAIoJEgBAMUECACgmSAAAxQQJAKCYIAEAFBMkAIBiggQAUEyQAACKCRIAQDFBAgAoJkgAAMUE\nCQCgmCABABQTJACAYoIEAFBMkAAAigkSAEAxQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQTJAA\nAIoJEgBAMUECACgmSAAAxQQJAKCYIAEAFBMkAIBiggQAUEyQAACKCRIAQDFBAgAoJkgAAMUECQCg\nmCABABQTJACAYoIEAFBMkAAAigkSAEAxQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQTJAAAIoJ\nEgBAMUECACgmSAAAxQQJAKCYIAEAFKsySHwuyTsrXm9UWA8A0KCbKz7/C0keWfb1d6sqBABoXNVB\n4rtJ3qy4BgCgUNVjJH4kyetJZpPUkny02nIAgEZUGSS+muRvJ/lkkp9N0pvkXJIfrLAmAKABVd7a\n+K/L3r+YZCLJTJK/k+QLlVQEADSk6jESy307yfNJfnitBocPH86uXbuu2TYyMpKRkZEWlwYAW1+t\nVkutVrtm2+XLl1t6zptaevTG3Jr6FYlfS/LPVnzWn2RycnIy/f39bS8MADrV1NRUBgYGkmQgyVSz\nj1/lGIl/meRg6gMsfzTJbya5LclvVFgTANCAKm9tfDj1mRq7k3wt9TESP5bkQoU1AQANqDJIGNgA\nAB1uKw22hLZaPijpypUree2113L33Xdn586dSQzkBdgIQYJta3lQWBqMVKvVDOgFaEDVK1sCAB3M\nFQmgq7hlBe0lSABdxS0raC9BArghP+EDN2KMBHBDIyMjOXr0aHbv3p3Z2dm88sormZ2dze7du3P0\n6FEhArY5VySANS0sLGR4eDjT09OZn59/d/vMzExmZmZy6tSp7N+/PydOnEhPT0+FlQJVESSAVS0s\nLOThhx/O7Ozsmm3m5+czPz+fwcHBnD17VpiAbcitDWBVw8PDNwwRy83MzGR4eLjFFQFbkSABXOfV\nV1/N9PR0Q/tMT09nbm6uNQUBW5YgAVznqaeeumZMxEbMz8/nyJEjLaoI2KoECeA658+fb+t+zTY3\nN5exsbEMDQ0lSYaGhjI2NuaKCbSAwZbAda5evdrW/ZrFLBNoP0ECuM6OHTvaul8zmGUC1XBrA7jO\ngQMHivZ78MEHm1zJxpllAtUQJIDrjI+Pp7e3t6F9ent78+STT7aoohszywSqI0iwrRmUt7o9e/Zk\n//79De2zf//+7NmzpzUFrcMsE6iOMRJsSwblre/EiRMZHBzMzMzMum37+vryzDPPtKGq1XX6LBPo\nZK5IsO0sDco7c+bMmj/Fzs/P58yZMxkcHMzCwkKbK9waenp6cvbs2Rw6dGjN2xy9vb05dOhQzp07\nl9tvv73NFb6nU2eZQDcQJNh2DMrbuJ6enpw+fToTExMZHR1NX19fkvoViNHR0UxMTOT06dOVhoik\nM2eZQLcQJNhWDMors2fPnhw/fjwnT55Mkpw8eTLHjx+vbEzESp04ywS6hTESbCubGZR3/PjxFlW1\ntdVqtdRqtSTJlStXsm/fvjzxxBPZuXNnkmRkZCQjIyNVlpjx8fGcOnWqob/bKmeZQDcRJNhWDMpr\n3FYICutZmmXSSJCocpYJdBO3NthWDMrrXidOnHh3DMd6qp5lAt1EkGBbMSive3XSLBPoJoIE24pB\ned2tU2aZQDe5qeoCNqg/yeTk5GT6+/urroUONjc3l4ceeqjhQXkTExPup3egqampDAwMxPcOtrOl\nfwdJBpJMNfv4rkiwrXTa0s8AW50gwbZjUB5A8wgSbDsG5QE0jyDBtmRQHkBzWJCKbW1p6eelwUgn\nT540KA+gAa5IAADFBAkAoJhbG0BXqeohYyvP+9prr+Xuu+/eUg83g1YQJICuUtV/2MvPuzTmplar\nGXND13NrAwAoJkgANMnc3FzGxsYyNDSUJBkaGsrY2Fjm5uaqLQxayK0NgE1aWFjI8PBwpqenr3mO\ny8zMTGZmZnLq1Kns378/J06cSE9PT4WVQvMJEgCbsLCwkIcffjizs7Nrtpmfn8/8/HwGBwdz9uxZ\nYYKu4tYGwCYMDw/fMEQsNzMzk+Hh4RZXBO0lSAAUevXVVzM9Pd3QPtPT08ZM0FUECYBCTz311DVj\nIjZifn4+R44caVFF0H6CBECh8+fPt3U/2IoECYBCV69ebet+sBWZtQFQaMeOHW3dbyXLcrMVuCIB\nUOjAgQNF+z344INNOf/IyEiOHj2a3bt3Z3Z2Nq+88kpmZ2eze/fuHD16VIigLW6quoAN6k8yOTk5\nad16msZPc2zW3NxcHnrooYYGXPb29mZiYiJ79uzZ1LnXWgRr+XksgkXy3rNfkgwkmWr28d3aYNsS\nFNisPXv2ZP/+/Q0Fif379zclRFgEi63CrQ2ATThx4kT6+vo21Lavry/PPPPMps9pESy2EkECYBN6\nenpy9uzZHDp0KL29vau26e3tzaFDh3Lu3LncfvvtmzqfRbDYatzaANiknp6enD59OnNzczly5Eie\nffbZzMzMpK+vLwcPHsz4+Pimb2cs2cwiWMePH29KDduJsVTrM9gSoMmWBre14nvW/fffnxdeeKHh\n/e677748//zzTa1lu2nl32srtXqwpVsbAB3EIlhsNW5tADTBykvg+/btyxNPPNH0S+BVL4IFKwkS\nAE3QrnvlBw4cKLq10axFsJYsjQc5f/58rl69mh07duTAgQNNHQ9CZxAkADrI+Ph4Tp061fAiWE8+\n+WRTzn+jhbBeeOGFnDp1ykJY24wgAdBBqloEK7EQFqsz2BKgw1SxCFZiISxWJ0gAdJh2L4KVWAiL\ntQkSAB1oaRGsiYmJjI6OvnuFoq+vL6Ojo5mYmMjp06ebEiKSzS2E1Qy1Wi2PPPJI7rrrrtx22225\n5ZZbctttt+Wuu+7KI4888u6MGdpPkADoULVaLY8//nguXbqUvXv3Zt++fdm7d28uXbqUxx9/vKn/\nuZ4/f76t+y23sLCQY8eO5cUXX8yFCxfy1ltv5erVq3nrrbdy4cKFvPjiizl27FgWFhY2fa7VzM3N\nZWxsLENDQ0mSoaGhjI2NudqyyGBLgA7VzuWZq1oIq8oBnmvNUJmZmcnMzIwZKotckQBgXVUthFXV\nAM+lAHPmzJk1b+nMz8/nzJkzGRwcbNnVkE4gSACwrgMHDhTtt5mFsKoc4GmGysYJEgCsa3x8fM0Z\nImvZ7EJYVQ3wNEOlMVshSPxCkleT/GmS30vy8WrLAWClpYWwGrHZhbCqGuBZ9QyVTlN1kPipJF9I\n8lSSB5L89ySnknykyqIAuF67F8KqaoBnlTNUOlHVQeIfJvn3SY4n+YMk/yDJhSQ/X2VRAFyv3Qth\nVTXA06PaG1Pl9M9bkvQn+fyK7V9O8nD7ywFgPUsLYbXj6Z9VPenUo9obU2WQ2J3k/UlWzpl5M0lj\nI3oAaKs9e/bk+PHjLT1HVU863SqPau8UVd/aAIBVVTHAM6lmhkonq/KKxKUk302ycjmwniQXV9vh\n8OHD2bVr1zXb2rmyGwDtdeLEiQwODmZmZmbdts160mmVj2rfrFqtdt3S6JcvX27pOW9q6dHX99Uk\nk0k+s2zbS0l+K8kvLdvWn2RycnIy/f39bSwPgKotLCzkE5/4RGZnZ/P2229f9/mtt96avXv35syZ\nM017SNnCwkJDAaZZT1lthampqQwMDCTJQJKpZh+/6lsbv5LkZ5KMJrk39amgfy7Jr1VZFABbR09P\nT1566aVMT09ndHQ09913X+65557cd999GR0dzfT0dF566aWm/kdexaPaO1XVD+06meRDScaT3JHk\n+SR/NfUpoADwrnYM8Fxu5QyVZ599NjMzM+nr68vBgwebOkOlk1UdJJLk3y6+AGDLWQowS7cITp48\n6Tb7MlXf2gAAOpggAQAUEyQAgGKCBABQTJAAAIoJEgBAMUECACi2FdaRAIAtafmzK65cuZJ9+/bl\niSeeyM6dO5N43lMiSADAmgSF9bm1AQAUEyQAgGKCBABQTJAAAIoJEgBAMUECACgmSAAAxQQJAKCY\nIAEAFBMkAIBiggQAUEyQAACKCRIAQDFBAgAoJkgAAMUECQCgmCABABQTJACAYoIEAFBMkAAAigkS\nAEAxQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQTJAAAIoJEgBAMUECACgmSAAAxQQJAKCYIAEA\nFBMkAIBiggQAUEyQAACKCRIAQDFBAgAoJkgAAMUECQCgmCABABQTJACAYoIEAFBMkAAAigkSAEAx\nQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQTJAAAIoJEgBAMUECACgmSAAAxQQJAKCYIAEAFBMk\nAIBiVQaJuSTvrHh9vsJ6AIAG3Vzhub+X5Mkk/27ZtrcqqgUAKFBlkEiSbyV5s+IaAIBCVY+R+MUk\nl5I8l+SzSXZUWw4A0Igqr0j8apLJJN9I8qNJ/nmSjyb52QprAgAa0Owg8bkk4+u0+ViSqSRPL9v2\nQuqB4jeT/JPF99c5fPhwdu3adc22kZGRjIyMFJYLAN2jVqulVqtds+3y5cstPedNTT7ehxZfN/Ja\nkrdX2f7hJBdSvzpxfsVn/UkmJycn09/fv+kiAWC7mJqaysDAQJIMpP6DfFM1+4rE1xdfJf7y4q8X\nm1QLANBiVY2R+LEkDyU5neSbSQ4k+ZUkv53kjyqqCQBoUFVB4u0kQ6mPp7g19dsdx5L8i4rqAQAK\nVBUknkv9igQA0MGqXkcCAOhgggQAUEyQAACKCRIAQDFBAgAoJkgAAMUECQCgmCABABQTJACAYoIE\nAFBMkAAAigkSAEAxQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQTJAAAIoJEgBAMUECACgmSAAA\nxQQJAKCYIAEAFBMkAIBiggQAUEyQAACKCRIAQDFBAgAoJkgAAMUECQCgmCABABQTJACAYoIEAFBM\nkAAAigkSAEAxQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQTJAAAIoJEgBAMUECACgmSAAAxQQJ\nAKCYIAEAFBMkAIBiggQAUEyQAACKCRIAQDFBAgAoJkgAAMUECQCgmCABABQTJACAYoIEAFBMkAAA\nigkSAEAxQQIAKCZIAADFBAkAoJggAQAUEyQAgGKCBABQrFVB4peSnEvy7STfWKPNXUl+J8m3knwt\nya8m2dGiemDDarVa1SWwTehrdINWBYkdSZ5J8m/W+Pz9Sf5zku9LMphkOMnfTPKvWlQPbJhv7rSL\nvkY3uLlFx/3c4q8/vcbnn0xyb5KfSDK/uO0fJfn1JJ9N/SoFALDFVTVG4qEkz+e9EJEkX05ya5KB\nSipqoXb+1NHsc23meI3uu9H2G2m3Xptu/UlQX2tue31tbfpac9t3cl+rKkj0JllYse0bSb6z+FlX\n8Q+uue07+R9cq+lrzW2vr61NX2tu+07ua43c2vhckvF12nwsydQGj3dTA+dOkrz88suN7rIlXL58\nOVNTG/1j2Vrn2szxGt13o+030m69Njf6vJ1/X82mrzW3vb62Nn2tue1b2dda/X9nI/+Zf2jxdSOv\nJXl72dc/neQLST64ot0/TfKpJA8s2/bBJF9P8okkX1nR/o4k55N8uIF6AYC615McSHKx2Qdu5IrE\n1xdfzTCR+hTRnrx3i+OTqYeQyVXaX0z9D+COJp0fALaTi2lBiGilu1K/2jCe5I+T/KXFrz+w+Pn7\nkvzvJL+7uP2vJPm/qa8lAQBsc7+e5J3F13eX/XpwWZuPpL4g1VtJLiV5OhakAgAAAAAAAABYz59J\n8j+TPJfkhSR/r9py6GIfSXImyYtJfj/J36q0GrrdbyX5f0n+Y9WF0LX+WpLpJK8k+bsV11Kp9yXZ\nufj++5LMJvmh6sqhi/Um+YuL738oyYXU+xy0wo+n/o1ekKAVbk7yB6kvr3Bb6mHiBxs5QFVLZLfC\nO0muLL7//iRXl30NzTSf+vTlJPla6j8tNvQPDxrwlXiQIa3zYOpXVy+m3s/+S+rrOm1YNwWJJPmz\nqV9qXlqT4k+qLYdt4GOprxD7etWFABS4M9d+//qjNLiKdLcFiW+mvvjVR5N8JskPV1sOXe5DSX4j\nyc9VXQhAoe9t9gBVBomDqS9I9XrqtyU+tUqbX0jyapI/TfJ7ST6+7LO/n/rAyqlcv5DVm6kPhnsg\n0Jq+dmuS/5Tk80m+2pKq6USt+r626W/2dK3N9rk3cu0ViI+kg66w/mSSI0n+Ruq/+UdXfP5TqT97\nYyzJPak//OtPUv9Nrub2JD+w+P4HUr+HfU9zS6ZDNbuv3ZSkluSXW1EsHa3ZfW3JoRhsyeo22+du\nTn2A5Z2pz358Jdc/aLMjrPab/x9J/vWKbS+l/hPgavpTT/L/a/E12swC6RrN6GsfT33J96nU+9xz\nSf5CE2ukOzSjryXJf0v9Kutbqc8QGmhWgXSd0j7311OfufGHSX6mZdW12Mrf/C2pz7pYeYnm6dRv\nWUApfY120ddot0r63FYdbLk7yfvz3iPGl7yZ+hx+aBZ9jXbR12i3tvS5rRokAIAOsFWDxKXU70H3\nrNjek/qiGdAs+hrtoq/Rbm3pc1s1SHwnyWSuX13rJ5Kca385dDF9jXbR12i3ru9zH0h9nYcHUh8g\ncnjx/dKUlKHUp6yMJrk39Skrf5z1p0nBSvoa7aKv0W7bus8dSv03/U7ql16W3h9f1ubnU19E40qS\n87l2EQ3YqEPR12iPQ9HXaK9D0ecAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYIv6/4MFR6Gr\nqPGoAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiIAAAGYCAYAAAB/DYmkAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nNygXy0FjAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.6)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjYAAAGJCAYAAACZwnkIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = irfft(fit)\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "ylabel(\"Response (relative)\",fontsize=20)\n", + "xlabel(\"Time (days)\",fontsize=20) \n", + "\n", + "ylim(-0.5,2)\n", + "xlim(0,7)\n", + "\n", + "plot(time_fit)\n", + "plot([3.99,3.99], [-50, 50], color='k', linestyle='-', linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-9157A.ipynb b/lag/data/clag_analysis-origbins-9157A.ipynb new file mode 100644 index 0000000..1fa3cb8 --- /dev/null +++ b/lag/data/clag_analysis-origbins-9157A.ipynb @@ -0,0 +1,825 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/9157A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.00964867, 0.02886003, 0.0556922 , 0.08632291, 0.13380051,\n", + " 0.20739079, 0.32145572, 0.49825637])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqd\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.359e-01 7.161e+01 inf -- -2.181e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.742e-01 7.111e+01 8.740e+01 -- -1.307e+02 -- 0.564074 0.564103 0.564133 0.564559 0.565233 0.56464 0.564848 0.564132\n", + " 3 3.436e+00 7.050e+01 8.697e+01 -- -4.372e+01 -- 0.13087 0.128441 0.128217 0.128912 0.13058 0.129543 0.129728 0.127363\n", + " 4 1.429e+00 6.964e+01 8.635e+01 -- 4.262e+01 -- -0.295217 -0.304667 -0.307069 -0.306748 -0.303835 -0.30536 -0.305448 -0.310246\n", + " 5 5.887e-01 6.841e+01 8.530e+01 -- 1.279e+02 -- -0.704126 -0.731704 -0.741301 -0.742618 -0.738088 -0.740228 -0.740922 -0.748518\n", + " 6 3.715e-01 6.674e+01 8.354e+01 -- 2.115e+02 -- -1.07182 -1.14488 -1.17363 -1.17921 -1.17251 -1.17519 -1.17707 -1.18728\n", + " 7 2.720e-01 6.454e+01 8.085e+01 -- 2.923e+02 -- -1.35117 -1.52737 -1.60252 -1.61695 -1.60778 -1.61012 -1.61437 -1.62665\n", + " 8 2.151e-01 6.151e+01 7.746e+01 -- 3.698e+02 -- -1.49897 -1.84925 -2.02742 -2.05591 -2.04475 -2.04475 -2.05353 -2.06755\n", + " 9 1.795e-01 5.724e+01 7.348e+01 -- 4.433e+02 -- -1.55318 -2.06643 -2.44779 -2.49458 -2.48325 -2.47853 -2.49523 -2.5119\n", + " 10 1.552e-01 5.129e+01 6.861e+01 -- 5.119e+02 -- -1.57472 -2.15815 -2.85964 -2.92873 -2.92176 -2.90848 -2.9396 -2.96289\n", + " 11 1.358e-01 4.343e+01 6.173e+01 -- 5.736e+02 -- -1.57452 -2.1858 -3.24732 -3.34792 -3.35575 -3.328 -3.38557 -3.42282\n", + " 12 1.168e-01 3.415e+01 5.061e+01 -- 6.242e+02 -- -1.56805 -2.20666 -3.56401 -3.72207 -3.774 -3.72255 -3.82733 -3.8877\n", + " 13 9.496e-02 2.420e+01 3.428e+01 -- 6.585e+02 -- -1.56623 -2.22075 -3.74568 -3.98216 -4.14916 -4.05587 -4.24428 -4.34169\n", + " 14 6.665e-02 1.351e+01 1.640e+01 -- 6.749e+02 -- -1.5696 -2.22354 -3.78328 -4.0829 -4.4261 -4.2599 -4.58517 -4.75399\n", + " 15 2.964e-02 4.358e+00 4.427e+00 -- 6.793e+02 -- -1.57425 -2.21978 -3.77127 -4.13056 -4.55417 -4.30434 -4.77899 -5.07083\n", + " 16 3.872e-03 6.183e-01 4.700e-01 -- 6.798e+02 -- -1.57487 -2.21895 -3.77396 -4.16245 -4.5755 -4.2897 -4.83862 -5.22114\n", + " 17 1.291e-03 1.659e-01 1.113e-02 -- 6.798e+02 -- -1.57331 -2.22027 -3.78214 -4.16768 -4.57631 -4.28246 -4.85735 -5.23199\n", + " 18 5.326e-04 6.959e-02 1.219e-03 -- 6.798e+02 -- -1.57311 -2.22061 -3.78349 -4.168 -4.57225 -4.27943 -4.86362 -5.23031\n", + " 19 2.494e-04 2.982e-02 2.268e-04 -- 6.798e+02 -- -1.57309 -2.22069 -3.78429 -4.1678 -4.56992 -4.2784 -4.86621 -5.23009\n", + " 20 1.140e-04 1.317e-02 4.436e-05 -- 6.798e+02 -- -1.57306 -2.22073 -3.78469 -4.16784 -4.56878 -4.27802 -4.86734 -5.22989\n", + "********************\n", + "-1.57306 -2.22073 -3.78469 -4.16784 -4.56878 -4.27802 -4.86734 -5.22989\n", + "0.237078 0.201135 0.284718 0.248327 0.252841 0.150914 0.188371 0.222107\n", + "0.000184037 -0.000586923 -0.00230695 0.00112283 0.00799663 0.00635492 -0.0131691 -0.000270457\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 6.798e+02 6.794e+02 -1.573e+00 -1.336e+00 0.88 +++\n", + "+++ 6.798e+02 6.789e+02 -1.573e+00 -1.217e+00 1.85 +++\n", + "+++ 6.798e+02 6.791e+02 -1.573e+00 -1.277e+00 1.33 +++\n", + "+++ 6.798e+02 6.793e+02 -1.573e+00 -1.306e+00 1.09 +++\n", + "+++ 6.798e+02 6.793e+02 -1.573e+00 -1.321e+00 0.984 +++\n", + "+++ 6.798e+02 6.793e+02 -1.573e+00 -1.314e+00 1.04 +++\n", + "+++ 6.798e+02 6.793e+02 -1.573e+00 -1.317e+00 1.01 +++\n", + "+++ 6.798e+02 6.793e+02 -1.573e+00 -1.319e+00 0.998 +++\n", + "\t### errors for param 1 ###\n", + "+++ 6.798e+02 6.794e+02 -2.221e+00 -2.020e+00 0.889 +++\n", + "+++ 6.798e+02 6.789e+02 -2.221e+00 -1.919e+00 1.88 +++\n", + "+++ 6.798e+02 6.791e+02 -2.221e+00 -1.969e+00 1.35 +++\n", + "+++ 6.798e+02 6.792e+02 -2.221e+00 -1.994e+00 1.11 +++\n", + "+++ 6.798e+02 6.793e+02 -2.221e+00 -2.007e+00 0.996 +++\n", + "\t### errors for param 2 ###\n", + "+++ 6.798e+02 6.793e+02 -3.785e+00 -3.500e+00 0.976 +++\n", + "+++ 6.798e+02 6.787e+02 -3.785e+00 -3.358e+00 2.11 +++\n", + "+++ 6.798e+02 6.791e+02 -3.785e+00 -3.429e+00 1.49 +++\n", + "+++ 6.798e+02 6.792e+02 -3.785e+00 -3.465e+00 1.22 +++\n", + "+++ 6.798e+02 6.793e+02 -3.785e+00 -3.482e+00 1.1 +++\n", + "+++ 6.798e+02 6.793e+02 -3.785e+00 -3.491e+00 1.04 +++\n", + "+++ 6.798e+02 6.793e+02 -3.785e+00 -3.496e+00 1.01 +++\n", + "\t### errors for param 3 ###\n", + "+++ 6.798e+02 6.796e+02 -4.168e+00 -4.044e+00 0.34 +++\n", + "+++ 6.798e+02 6.794e+02 -4.168e+00 -3.982e+00 0.75 +++\n", + "+++ 6.798e+02 6.793e+02 -4.168e+00 -3.951e+00 1.01 +++\n", + "+++ 6.798e+02 6.794e+02 -4.168e+00 -3.966e+00 0.876 +++\n", + "+++ 6.798e+02 6.793e+02 -4.168e+00 -3.958e+00 0.942 +++\n", + "+++ 6.798e+02 6.793e+02 -4.168e+00 -3.954e+00 0.976 +++\n", + "+++ 6.798e+02 6.793e+02 -4.168e+00 -3.952e+00 0.993 +++\n", + "\t### errors for param 4 ###\n", + "+++ 6.798e+02 6.794e+02 -4.568e+00 -4.316e+00 0.875 +++\n", + "+++ 6.798e+02 6.788e+02 -4.568e+00 -4.189e+00 2.1 +++\n", + "+++ 6.798e+02 6.791e+02 -4.568e+00 -4.252e+00 1.41 +++\n", + "+++ 6.798e+02 6.792e+02 -4.568e+00 -4.284e+00 1.13 +++\n", + "+++ 6.798e+02 6.793e+02 -4.568e+00 -4.300e+00 0.996 +++\n", + "\t### errors for param 5 ###\n", + "+++ 6.798e+02 6.794e+02 -4.278e+00 -4.127e+00 0.875 +++\n", + "+++ 6.798e+02 6.789e+02 -4.278e+00 -4.052e+00 1.83 +++\n", + "+++ 6.798e+02 6.791e+02 -4.278e+00 -4.089e+00 1.36 +++\n", + "+++ 6.798e+02 6.792e+02 -4.278e+00 -4.108e+00 1.1 +++\n", + "+++ 6.798e+02 6.793e+02 -4.278e+00 -4.118e+00 0.986 +++\n", + "+++ 6.798e+02 6.793e+02 -4.278e+00 -4.113e+00 1.04 +++\n", + "+++ 6.798e+02 6.793e+02 -4.278e+00 -4.115e+00 1.02 +++\n", + "+++ 6.798e+02 6.793e+02 -4.278e+00 -4.116e+00 1 +++\n", + "\t### errors for param 6 ###\n", + "+++ 6.798e+02 6.794e+02 -4.868e+00 -4.679e+00 0.799 +++\n", + "+++ 6.798e+02 6.788e+02 -4.868e+00 -4.585e+00 1.9 +++\n", + "+++ 6.798e+02 6.792e+02 -4.868e+00 -4.632e+00 1.28 +++\n", + "+++ 6.798e+02 6.793e+02 -4.868e+00 -4.656e+00 1.03 +++\n", + "+++ 6.798e+02 6.793e+02 -4.868e+00 -4.668e+00 0.908 +++\n", + "+++ 6.798e+02 6.793e+02 -4.868e+00 -4.662e+00 0.966 +++\n", + "+++ 6.798e+02 6.793e+02 -4.868e+00 -4.659e+00 0.996 +++\n", + "\t### errors for param 7 ###\n", + "+++ 6.798e+02 6.796e+02 -5.230e+00 -5.119e+00 0.305 +++\n", + "+++ 6.798e+02 6.795e+02 -5.230e+00 -5.063e+00 0.696 +++\n", + "+++ 6.798e+02 6.793e+02 -5.230e+00 -5.036e+00 0.953 +++\n", + "+++ 6.798e+02 6.793e+02 -5.230e+00 -5.022e+00 1.1 +++\n", + "+++ 6.798e+02 6.793e+02 -5.230e+00 -5.029e+00 1.02 +++\n", + "+++ 6.798e+02 6.793e+02 -5.230e+00 -5.032e+00 0.988 +++\n", + "+++ 6.798e+02 6.793e+02 -5.230e+00 -5.030e+00 1.01 +++\n", + "********************\n", + "-1.57305 -2.22075 -3.78488 -4.16779 -4.56826 -4.27788 -4.86784 -5.22982\n", + "0.253747 0.213705 0.289194 0.215344 0.268522 0.161511 0.209074 0.199524\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nJEmSJEmSJEmSJEmSJEmSpBrw/wHPHATciaTfPgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.263e+02 8.743e+00 inf -- 7.200e+02 -- -0.936223 -1.49944 -2.78774 -3.1451 -3.64922 -3.68468 -4.51464 -6.91491 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 4.860e+01 9.447e+00 3.012e+00 -- 7.230e+02 -- -0.89632 -1.47767 -2.84644 -3.16314 -3.6728 -3.70288 -4.53842 -6.61491 0.0812657 0.222203 0.312409 0.206336 0.095992 0.137977 -0.0249432 2.12014\n", + " 5 1.834e+02 1.086e+01 2.400e+00 -- 7.254e+02 -- -0.863738 -1.45362 -2.88196 -3.17521 -3.69408 -3.71906 -4.5538 -6.91491 0.0679893 0.320406 0.548492 0.312861 0.089923 0.174248 -0.146165 0.867841\n", + " 7 2.704e+01 1.233e+01 1.965e+00 -- 7.273e+02 -- -0.83671 -1.42964 -2.88961 -3.18149 -3.71318 -3.73336 -4.56179 -6.61491 0.0582761 0.398604 0.784091 0.415604 0.0825065 0.208572 -0.259049 -2.48409\n", + " 9 8.381e+01 1.445e+01 1.699e+00 -- 7.290e+02 -- -0.814012 -1.40696 -2.87289 -3.18272 -3.73036 -3.74595 -4.56372 -6.91491 0.0510133 0.460993 0.990591 0.511606 0.0740674 0.240773 -0.360623 -2.05029\n", + " 11 5.382e+01 1.673e+01 1.479e+00 -- 7.305e+02 -- -0.794769 -1.38613 -2.84208 -3.17997 -3.74567 -3.75695 -4.56136 -7.21491 0.0454691 0.511132 1.15265 0.598735 0.0649178 0.270666 -0.449551 2.56611\n", + " 13 5.234e+02 1.913e+01 1.324e+00 -- 7.318e+02 -- -0.778329 -1.36729 -2.80694 -3.1744 -3.75929 -3.7665 -4.55618 -7.51491 0.041178 0.551805 1.27263 0.676139 0.0552576 0.298158 -0.525871 1.32105\n", + " 15 2.636e+02 2.168e+01 1.189e+00 -- 7.330e+02 -- -0.764197 -1.35038 -2.77293 -3.16703 -3.77138 -3.7748 -4.54947 -7.21491 0.0378314 0.585121 1.36044 0.743875 0.0453504 0.323244 -0.590433 1.29064\n", + " 17 1.149e+02 2.437e+01 1.088e+00 -- 7.341e+02 -- -0.751986 -1.33529 -2.74211 -3.15871 -3.78208 -3.78199 -4.54208 -6.91491 0.03521 0.612663 1.4256 0.802584 0.0353532 0.345957 -0.644618 -1.31496\n", + " 19 6.722e+01 2.722e+01 9.849e-01 -- 7.351e+02 -- -0.741387 -1.32184 -2.71491 -3.15002 -3.79154 -3.78825 -4.53464 -6.61491 0.0331641 0.635624 1.47504 0.853226 0.0254728 0.36641 -0.689866 1.22418\n", + " 21 2.720e+01 3.023e+01 9.444e-01 -- 7.360e+02 -- -0.732157 -1.30986 -2.69111 -3.14143 -3.79983 -3.79362 -4.52741 -6.31491 0.0315615 0.654913 1.51347 0.896759 0.0156921 0.384625 -0.727661 -0.72188\n", + " 23 1.618e+01 3.340e+01 8.070e-01 -- 7.368e+02 -- -0.724091 -1.29919 -2.67035 -3.13314 -3.80709 -3.79838 -4.52086 -6.01491 0.0303421 0.671224 1.54392 0.93425 0.00644024 0.400889 -0.759178 1.24133\n", + " 24 8.891e+01 4.172e+02 8.637e+00 -- 7.455e+02 -- -0.65346 -1.20411 -2.48868 -3.0558 -3.86972 -3.83787 -4.45774 -5.36047 0.0208476 0.809948 1.7913 1.25651 -0.0861695 0.542223 -1.02272 0.0117388\n", + " 25 3.521e+01 9.060e+00 9.410e-01 -- 7.464e+02 -- -0.661625 -1.20837 -2.49819 -3.05016 -3.85526 -3.84511 -4.44606 -4.62172 0.0636491 0.75819 1.74668 1.16355 0.00391259 0.465285 -0.857723 -1.03192\n", + " 26 2.800e-01 2.694e+00 4.013e-01 -- 7.468e+02 -- -0.659925 -1.20808 -2.49692 -3.04136 -3.86296 -3.86865 -4.52444 -4.7803 0.0440885 0.773556 1.74836 1.18011 0.141663 0.501264 -1.01577 -0.968135\n", + " 27 1.118e-01 1.396e+00 6.852e-02 -- 7.469e+02 -- -0.660557 -1.20802 -2.49682 -3.04782 -3.86407 -3.85635 -4.50129 -4.79491 0.0494721 0.769251 1.75312 1.18102 0.159998 0.494797 -0.942213 -0.697092\n", + " 28 6.066e-02 5.475e-01 7.813e-03 -- 7.469e+02 -- -0.660375 -1.20798 -2.49707 -3.04899 -3.85699 -3.85319 -4.501 -4.80785 0.0481904 0.770454 1.74927 1.18272 0.163201 0.485505 -0.957511 -0.619169\n", + " 29 2.205e-02 2.173e-01 1.373e-03 -- 7.469e+02 -- -0.660499 -1.20797 -2.4971 -3.05002 -3.85533 -3.85154 -4.49936 -4.80815 0.048302 0.77034 1.75136 1.18473 0.158919 0.484615 -0.950396 -0.581613\n", + " 30 2.005e-02 7.267e-02 2.580e-04 -- 7.469e+02 -- -0.660478 -1.20797 -2.49717 -3.05009 -3.85287 -3.85128 -4.49884 -4.81171 0.0482529 0.770456 1.75045 1.18445 0.155414 0.48385 -0.951932 -0.569748\n", + " 31 1.192e-02 5.990e-02 5.760e-05 -- 7.469e+02 -- -0.660494 -1.20797 -2.49717 -3.05021 -3.85235 -3.85102 -4.49839 -4.81176 0.0482126 0.770461 1.75114 1.18511 0.152299 0.483729 -0.950569 -0.563021\n", + "********************\n", + "-0.660494 -1.20797 -2.49717 -3.05021 -3.85235 -3.85102 -4.49839 -4.81176 0.0482126 0.770461 1.75114 1.18511 0.152299 0.483729 -0.950569 -0.563021\n", + "0.015038 0.00527965 0.0219253 0.14394 0.404753 0.263604 0.317912 0.460201 0.139209 0.0769038 0.175352 0.449778 0.985963 0.654083 0.765981 0.99603\n", + "0.0218905 0.0599 -0.0352934 0.00081409 0.00482364 -0.00014268 0.0010011 -0.00637734 0.00136757 0.00106954 -0.00732663 -0.00116 -0.00186662 -0.000327004 -0.000366653 0.00318593\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:Line magic function `%autoreload` not found.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 7.469e+02 7.467e+02 -6.605e-01 -6.530e-01 0.383 +++\n", + "+++ 7.469e+02 7.463e+02 -6.605e-01 -6.492e-01 1.15 +++\n", + "+++ 7.469e+02 7.466e+02 -6.605e-01 -6.511e-01 0.685 +++\n", + "+++ 7.469e+02 7.465e+02 -6.605e-01 -6.502e-01 0.892 +++\n", + "+++ 7.469e+02 7.464e+02 -6.605e-01 -6.497e-01 1.01 +++\n", + "+++ 7.469e+02 7.464e+02 -6.605e-01 -6.499e-01 0.95 +++\n", + "+++ 7.469e+02 7.464e+02 -6.605e-01 -6.498e-01 0.981 +++\n", + "+++ 7.469e+02 7.464e+02 -6.605e-01 -6.497e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 7.469e+02 7.467e+02 -1.208e+00 -1.205e+00 0.378 +++\n", + "+++ 7.469e+02 7.464e+02 -1.208e+00 -1.204e+00 1.1 +++\n", + "+++ 7.469e+02 7.466e+02 -1.208e+00 -1.205e+00 0.668 +++\n", + "+++ 7.469e+02 7.465e+02 -1.208e+00 -1.204e+00 0.864 +++\n", + "+++ 7.469e+02 7.464e+02 -1.208e+00 -1.204e+00 0.977 +++\n", + "+++ 7.469e+02 7.464e+02 -1.208e+00 -1.204e+00 1.04 +++\n", + "+++ 7.469e+02 7.464e+02 -1.208e+00 -1.204e+00 1.01 +++\n", + "\t### errors for param 2 ###\n", + "+++ 7.469e+02 7.467e+02 -2.497e+00 -2.486e+00 0.424 +++\n", + "+++ 7.469e+02 7.461e+02 -2.497e+00 -2.481e+00 1.65 +++\n", + "+++ 7.469e+02 7.465e+02 -2.497e+00 -2.483e+00 0.847 +++\n", + "+++ 7.469e+02 7.463e+02 -2.497e+00 -2.482e+00 1.18 +++\n", + "+++ 7.469e+02 7.464e+02 -2.497e+00 -2.483e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 7.469e+02 7.467e+02 -3.050e+00 -2.978e+00 0.391 +++\n", + "+++ 7.469e+02 7.463e+02 -3.050e+00 -2.942e+00 1.19 +++\n", + "+++ 7.469e+02 7.466e+02 -3.050e+00 -2.960e+00 0.703 +++\n", + "+++ 7.469e+02 7.464e+02 -3.050e+00 -2.951e+00 0.918 +++\n", + "+++ 7.469e+02 7.464e+02 -3.050e+00 -2.947e+00 1.04 +++\n", + "+++ 7.469e+02 7.464e+02 -3.050e+00 -2.949e+00 0.98 +++\n", + "+++ 7.469e+02 7.464e+02 -3.050e+00 -2.948e+00 1.01 +++\n", + "+++ 7.469e+02 7.464e+02 -3.050e+00 -2.948e+00 0.996 +++\n", + "\t### errors for param 4 ###\n", + "+++ 7.469e+02 7.468e+02 -3.852e+00 -3.650e+00 0.275 +++\n", + "+++ 7.469e+02 7.465e+02 -3.852e+00 -3.549e+00 0.847 +++\n", + "+++ 7.469e+02 7.462e+02 -3.852e+00 -3.498e+00 1.35 +++\n", + "+++ 7.469e+02 7.464e+02 -3.852e+00 -3.523e+00 1.07 +++\n", + "+++ 7.469e+02 7.464e+02 -3.852e+00 -3.536e+00 0.948 +++\n", + "+++ 7.469e+02 7.464e+02 -3.852e+00 -3.530e+00 1.01 +++\n", + "\t### errors for param 5 ###\n", + "+++ 7.469e+02 7.467e+02 -3.851e+00 -3.719e+00 0.406 +++\n", + "+++ 7.469e+02 7.463e+02 -3.851e+00 -3.653e+00 1.18 +++\n", + "+++ 7.469e+02 7.466e+02 -3.851e+00 -3.686e+00 0.714 +++\n", + "+++ 7.469e+02 7.464e+02 -3.851e+00 -3.670e+00 0.922 +++\n", + "+++ 7.469e+02 7.464e+02 -3.851e+00 -3.662e+00 1.04 +++\n", + "+++ 7.469e+02 7.464e+02 -3.851e+00 -3.666e+00 0.981 +++\n", + "+++ 7.469e+02 7.464e+02 -3.851e+00 -3.664e+00 1.01 +++\n", + "+++ 7.469e+02 7.464e+02 -3.851e+00 -3.665e+00 0.996 +++\n", + "\t### errors for param 6 ###\n", + "+++ 7.469e+02 7.467e+02 -4.498e+00 -4.339e+00 0.402 +++\n", + "+++ 7.469e+02 7.463e+02 -4.498e+00 -4.260e+00 1.2 +++\n", + "+++ 7.469e+02 7.465e+02 -4.498e+00 -4.300e+00 0.719 +++\n", + "+++ 7.469e+02 7.464e+02 -4.498e+00 -4.280e+00 0.934 +++\n", + "+++ 7.469e+02 7.464e+02 -4.498e+00 -4.270e+00 1.06 +++\n", + "+++ 7.469e+02 7.464e+02 -4.498e+00 -4.275e+00 0.995 +++\n", + "\t### errors for param 7 ###\n", + "+++ 7.469e+02 7.466e+02 -4.813e+00 -4.582e+00 0.567 +++\n", + "+++ 7.469e+02 7.458e+02 -4.813e+00 -4.466e+00 2.24 +++\n", + "+++ 7.469e+02 7.463e+02 -4.813e+00 -4.524e+00 1.15 +++\n", + "+++ 7.469e+02 7.465e+02 -4.813e+00 -4.553e+00 0.813 +++\n", + "+++ 7.469e+02 7.464e+02 -4.813e+00 -4.539e+00 0.968 +++\n", + "+++ 7.469e+02 7.464e+02 -4.813e+00 -4.531e+00 1.05 +++\n", + "+++ 7.469e+02 7.464e+02 -4.813e+00 -4.535e+00 1.01 +++\n", + "+++ 7.469e+02 7.464e+02 -4.813e+00 -4.537e+00 0.989 +++\n", + "+++ 7.469e+02 7.464e+02 -4.813e+00 -4.536e+00 1 +++\n", + "\t### errors for param 8 ###\n", + "+++ 7.469e+02 7.468e+02 4.824e-02 1.178e-01 0.265 +++\n", + "+++ 7.469e+02 7.466e+02 4.824e-02 1.526e-01 0.589 +++\n", + "+++ 7.469e+02 7.465e+02 4.824e-02 1.700e-01 0.794 +++\n", + "+++ 7.469e+02 7.465e+02 4.824e-02 1.787e-01 0.907 +++\n", + "+++ 7.469e+02 7.464e+02 4.824e-02 1.831e-01 0.963 +++\n", + "+++ 7.469e+02 7.464e+02 4.824e-02 1.853e-01 0.993 +++\n", + "\t### errors for param 9 ###\n", + "+++ 7.469e+02 7.464e+02 7.705e-01 8.474e-01 1.02 +++\n", + "+++ 7.469e+02 7.468e+02 7.705e-01 8.089e-01 0.265 +++\n", + "+++ 7.469e+02 7.466e+02 7.705e-01 8.281e-01 0.586 +++\n", + "+++ 7.469e+02 7.465e+02 7.705e-01 8.378e-01 0.788 +++\n", + "+++ 7.469e+02 7.465e+02 7.705e-01 8.426e-01 0.899 +++\n", + "+++ 7.469e+02 7.464e+02 7.705e-01 8.450e-01 0.957 +++\n", + "+++ 7.469e+02 7.464e+02 7.705e-01 8.462e-01 0.986 +++\n", + "+++ 7.469e+02 7.464e+02 7.705e-01 8.468e-01 1 +++\n", + "\t### errors for param 10 ###\n", + "+++ 7.469e+02 7.464e+02 1.751e+00 1.926e+00 0.955 +++\n", + "+++ 7.469e+02 7.460e+02 1.751e+00 2.014e+00 1.89 +++\n", + "+++ 7.469e+02 7.462e+02 1.751e+00 1.970e+00 1.4 +++\n", + "+++ 7.469e+02 7.463e+02 1.751e+00 1.948e+00 1.17 +++\n", + "+++ 7.469e+02 7.464e+02 1.751e+00 1.937e+00 1.06 +++\n", + "+++ 7.469e+02 7.464e+02 1.751e+00 1.932e+00 1.01 +++\n", + "\t### errors for param 11 ###\n", + "+++ 7.469e+02 7.465e+02 1.185e+00 1.635e+00 0.84 +++\n", + "+++ 7.469e+02 7.461e+02 1.185e+00 1.860e+00 1.62 +++\n", + "+++ 7.469e+02 7.463e+02 1.185e+00 1.747e+00 1.22 +++\n", + "+++ 7.469e+02 7.464e+02 1.185e+00 1.691e+00 1.03 +++\n", + "+++ 7.469e+02 7.464e+02 1.185e+00 1.663e+00 0.932 +++\n", + "+++ 7.469e+02 7.464e+02 1.185e+00 1.677e+00 0.979 +++\n", + "+++ 7.469e+02 7.464e+02 1.185e+00 1.684e+00 1 +++\n", + "\t### errors for param 12 ###\n", + "\t### errors for param 13 ###\n", + "+++ 7.469e+02 7.465e+02 4.836e-01 1.138e+00 0.903 +++\n", + "+++ 7.469e+02 7.461e+02 4.836e-01 1.465e+00 1.67 +++\n", + "+++ 7.469e+02 7.463e+02 4.836e-01 1.301e+00 1.29 +++\n", + "+++ 7.469e+02 7.464e+02 4.836e-01 1.219e+00 1.1 +++\n", + "+++ 7.469e+02 7.464e+02 4.836e-01 1.179e+00 0.999 +++\n", + "\t### errors for param 14 ###\n", + "+++ 7.469e+02 7.465e+02 -9.510e-01 -1.852e-01 0.856 +++\n", + "+++ 7.469e+02 7.462e+02 -9.510e-01 1.976e-01 1.43 +++\n", + "+++ 7.469e+02 7.463e+02 -9.510e-01 6.198e-03 1.17 +++\n", + "+++ 7.469e+02 7.464e+02 -9.510e-01 -8.952e-02 1.02 +++\n", + "+++ 7.469e+02 7.464e+02 -9.510e-01 -1.374e-01 0.937 +++\n", + "+++ 7.469e+02 7.464e+02 -9.510e-01 -1.134e-01 0.978 +++\n", + "+++ 7.469e+02 7.464e+02 -9.510e-01 -1.015e-01 0.998 +++\n", + "\t### errors for param 15 ###\n", + "********************\n", + "-0.66049 -1.20797 -2.49719 -3.05019 -3.85156 -3.85104 -4.49824 -4.81261 0.048236 0.77047 1.75092 1.18493 0.150483 0.48362 -0.95096 -0.560876\n", + "0.0107478 0.0038354 0.014397 0.101761 0.321854 0.186386 0.223452 0.276776 0.137021 0.0762971 0.180879 0.498941 2 0.694997 0.849478 4.9864\n", + "********************\n" + ] + } + ], + "source": [ + "%autoreload\n", + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.79565312, 4.2489229 , 5.00370082, 2.18467546, 0.17899829,\n", + " 0.37113758, -0.47082688, -0.17915708])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\noEv9fyxujbZnILDhAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiMAAAGYCAYAAACQz+KaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3Xl4XGXZ+PFvuhGW0hLWshUCtGBFS8Mii1BwYXfBigYQ\nSgTU160Sy1tFLL4sirVaVEC2gAgOkh+CSAEB2QQRsQEELbKVshTKUlrWQJf8/njOmEk6k8zMmcyZ\nyXw/13WuMzlzljvnzHLPc54FJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmDx17ADcAS\n4G3gMeB7iUYkSVING5Z0AGV2BHAZ8DvgC8CbwLbAmCSDkiRJtWEzQvLxy6QDkSRJtWkmsArYIulA\nJElStyFJB1BGewOvAu8DHgSWA4uB84CRCcYlSZJqxKOECqvLgP8lJCffBt4C/pJgXJIk1bRaqsA6\nBKgHTgV+HC27C3gPmAPsB9yWZbsxWMFVkqRivBBNfaqlZORVQsuZP/VaflM034nVk5Exm2666aJF\nixYNdGySJA1G84GP0E9CUkvJyIPAbn0835Vl2ZhFixZx+eWXs8MOO+R1kGnTpjFnzpxi4qtJ1Xi+\nko65HMcv9TFKsb84+yhm20K3Sfp1UW2q8XwlHXO1vffnz5/PUUcdtQPh7oLJSORq4EvAQcBDGcsP\njub35dpwhx12YNKkSXkdZPTo0Xmvq+o8X0nHXI7jl/oYpdhfnH0Us22h2yT9uqg21Xi+ko65Gt/7\n+aqlZORW4Hrg+4T6I/cBO0d//xG4J7nQaldzc3PSIRQs6ZjLcfxSH6MU+4uzj2K2Tfo6D3bVeH6T\njrka3/v5qkvkqMmpJ/Q3cgSh2Oh54ArgB4Smvr1NAubNmzcv70zxE5/4BNddd11popVUNXzvSz11\ndHTQ1NQE0AR09LVuLZWMAHQC34kmSZJUAWqp07OySLoYT1IyfO9LxTMZKTE/kKTa5HtfKp7JiCRJ\nSpTJiCRJSpTJiCRJSpTJiCRJSpTJiCRJSpTJiCRJSpTJiCRJSpTJiCRJSlStdQcvqQRSqRSpVAqA\nzs5OFi5cyNixY6mvrwdCB2B2AiYpXyYjkgqWmWykB8NKpVJVNyS8pMrgbRpJkpQokxFJkpQokxFJ\nkpQokxFJkpQokxFJkpQokxFJkpQokxFJkpQokxFJkpQokxFJkpSoWktGJgOrcky7JheWJEm1q1a7\ng/8OcHuvZf9KIhBJkmpdrSYjjwN/TzoISZJUe7dp0uqSDkCSJAW1moycAywHlgE3AXsmG45Undra\n2pgyZQoAU6ZMoa2tLeGIJFWjWrtNsxSYA9wBvApsB0yP/j4YuDmpwKRq09bWxvTp01myZAkACxYs\nYPr06QC0tLQkGZqkKlNrJSMPAicC1wH3AJcCewAvAGclF5ZUfWbPnv3fRCRtyZIlzJ49O6GIJFWr\nWisZyWYZMBf4ErAG8G7vFaZNm8bo0aN7LGtubqa5ubksAUqVaMWKFQUtlzR4pVIpUqlUj2VLly7N\ne3uTkZ66si2cM2cOkyZNKncsUkUbNiz7x0eu5ZIGr2w/0Ds6Omhqaspr+1q7TZPNesChwAPAewnH\nIlWN1tZWGhoaeixraGigtbU1oYgkVata+wlzBbAA6ACWECqwtgIbAkcnGJdUddKVVM844wyeeuop\nGhsbOfnkk628KqlgtZaM/BP4HPBVYB1CQvIX4EhgXoJxSVWppaWFiRMn0tTURHt7u7czJRWl1pKR\ns7DVjCRJFcU6I5IkKVEmI5IkKVEmI5IkKVEmI5IkKVEmI5IkKVEmI5IkKVGlaNq7NrAnsBuwMaED\nsVGEEXJfBl4E7gP+CrxdguNJAypzjIXOzk4WLlzI2LFjqa+vBxyXSJJKrdhkZEPgKOBwYFK0n7p+\ntllO6FjsKkJPqC8XeWxpQGUmG+mxFVKplB16SdIAKfQ2zTZAG/AMMJtQGjKcnonIm8Ai4K1e2w4H\nPgT8FFgIXBztT5Ik1bB8S0bWB04HvpixzbvAbcDfCLdhHiJ0r748Y7vhwAbARGBXQvKyH1APHEso\nXWkDTo62lSRJNSbfZOQxwui2AHcClwPtwOv9bLcceCGaboyWjQI+SxgPZh/gS9HfG+QdtSRJGjTy\nvU2zHjAX2AXYl3CLpb9EJJdlwEXRfnaJ9tvQ5xaSJGnQyrdkZFfgHwNw/HnAocDOA7BvSQOkd4uj\ncePGMWPGDFscSSpKvsnIQCQi5dy/pBIy2ZBUSnZ6JkmSEmUyIkmSEhU3GRkBvC+a6rM8vyahX5Hn\ngHeAfwNfj3lMSZI0iMRNRj4FPALcDqzK8vzvgWnApsAawPbA2cDPYx5XGnBtbW1MmTIFgClTptDW\n1pZwRJI0OMVNRvaP5tcA7/V67uCM558DriX0zArwVWD3mMeWBkxbWxvTp09nwYIFACxYsIDp06eb\nkEjSAIibjDRF87uyPHdsNH8MmAAcFs0fJXQff1zMY0sDZvbs2SxZ0rNT4CVLljB79uyEIpKkwStu\nMrIR0AU8mWW/H4se/xJ4I3q8LPobYI+Yx5YGzIoVKwpaLkkqXtxkJN2Fe2ev5ROBkYREZW6v5x6J\n5lvEPLY0YIYNy94FT67lkqTixU1G0vVEeo8rs3c0fw5Y0Ou5dCnJ0JjHLoXjCBVv3+hvRdWW1tZW\nGhp6jlLQ0NBAa2trQhFJ0uAVNxl5mlD/40O9lh8azf+SZZv0J/zLMY8d12bATwiVarsSjkUVpqWl\nhVmzZtHY2AhAY2Mjs2bNoqWlJeHIJGnwiZuM3B7Nv0boawTgE8Dk6PENWbaZEM1fiHnsuH5FiP8W\nQkIl9dDS0kJ7ezsA7e3tJiKSNEDiJiO/AJYDGwMPA68QmvDWAc8DV2fZ5uPR/OGYx47jKODDhCbG\nJiKSJCUobjLyGOGL/W3Cl3r6FsxSoBl4t9f6m9CdjNwW89jF2hiYA8ygu98TSZKUkFI0DWgn9DNy\nMCHZWARcByzJsu4HgN8S6mhku4VTDucQuqX/VULHlyRJGUrVTnExkE/XlDdHU1KmAIcAH0wwBkmS\nlKGWOk1Yh9Dh2s8JydPoaPmIaD4KWAG81XvDadOmMXr06B7LmpubaW5uHrBgJUmqFqlUilQq1WPZ\n0qVL894+buXNRwklIr8mfMFXsq2Ap/pZ51pCt/Vpk4B58+bNY9KkSQMVlypYR0cHTU1N+BqQpMKk\nPz8JQ8d09LVu3JKRccCPgNOBGwmJyfXAypj7HQgvAPvSs0+ROkJF1n2AAwitgSRJUhnFTUYeAHaK\n9nNoNC0GLgcuJpScVIp3gTuzLD+WkDxlG+xPkiQNsFKM2jsROBt4NVq2MdAK/Av4K6HL9XViHmcg\ndWEPrJIkJSZuMgLwT+BbwKaE1ipzCSUN6W7iLyDcIrmE0NFYpTkWWDfpICRJqlWlbE2zHPh9NG0C\nHE34oh8PrA0cE01P0F3pNeku4aXVZNYK7+zsZNy4ccyYMYP6+nrAllSSVGrl6Ar9Q0AL8DlgZMby\nFYQ+Ry4mdJJWiZVebU0jSVIRCmlNU4rbNP35G3ACcCTwYsbyYcBBhPFrFhJu9dRSvyeSJImBT0bG\nAjOBJ4E/EG7fQCgVuQl4Nvp7U2A2cB+w3gDHJEmSKshAJCNrEgbP+zMhCZkJbE24JfQ4oV+PzQml\nIlsD+wO3RtvuBJw6ADFJkqQKVcpkZHe6W85cRuhgbAjQCVwBTCZUZv0x8FK0zSrgFsJIvr+Ilh1a\nwpgkSVKFi1tHY1PgC8BUQqKR6SHgIkIHaMvy2Nevga8DW8SMSZIkVZG4ycgz9CxdeQNIEZKQfxS4\nr9ej+dCYMUmSpCoSNxlJJyL3AhcCVwFvF7mvFwlNgO0NVZKkGhI3GZlDSELmlyCWN4FLS7AfSZJU\nReImIyeWJApJklSzytHpmSRJUk4mI5IkKVGl7H59P+BTwAeADQidn/U39k1jCY8vSZKqUCmSkY2B\nK4F9SrAvSZJUY+ImI8OBGwjduAM8CCwidPUO8BuggTD67ZhoWQfwCDbhlSRJxK8zMpXuRKSFkHTM\niP7uAo4hdO++OfBpQlfxOwB/BI6NeWxJkjQIxE1GPhPNb6LvPkK6CKP27g0sJ3T9Pi7msRP3xhuw\nfDl0WcYjSVLR4t6mmRjNL8/xfB09b8c8Sego7fvAN4Gvxjx+Yrq6YPRoWLUKhgyBNdeE+vq+p/7W\nKWYfa6wRji9JUrWKm4w0EJKNpzKWvZfxeC3grV7b3EZIRj4a89iJu+IK6OzMPr3zzurLXn8dXnqp\n73WWLy88jhEj4ic1xSZGw4ZBXX9tpiRJ6kPcZOQ9QhPezATk9YzHmwGP9dqmM+O5qlVXB5//fOn3\nu3IlvPtu7mQln6Qn1/NvvNH/OoXechoypPSlPYU8b6mQJFW/Uozauz2heW/aYsI4M+sAu7F6MvK+\naJ5ETYuJwBnA+4ENgXeA/wDnAFckEM9qhg6FtdYKU7l1dYWSmUITnnzWeeMNePnlvtd5773+Y+xt\n+PDSJT251tlwQxg7NlwbSVLpxU1GOgjJyE7AjdGyLuAuQvPeaYSRfN+NnhsNnBQ9LsXgeoUaRUig\nrgCeJyRMRxKaIG9FSFRqVl1duOUzYgSsu275j59ZKlSKkqDM6dVX+17nnXf6LhVaYw3YbjvYfnsY\nP757Pn58MudKkgaTuMnIn4EjgEOAMzOWn0dIRnYCHia0pFmb0Mw3fXvmspjHLsad0ZRpLrA1cAI1\nnowkLelSoRUrVk9W3nkHXnwRHn0U/vOfML/kEli0qHvbMWNWT1K23x623NLbSJKUj7jJyLXATEI/\nItsQWstA+IJvI/Q9si3Q2mu7mwkJS6V4Fdgo6SCUnLq6cMtn+HAYObLncx/8IOy/f89lr78Ojz3W\nM0m5556QqLwblQPW18O4cdlLU9ZZpzz/lyRVg7jJyGuE2xvZHA/cG80nRMd6jFAicjawMuax46gD\nhgLrAZ8F9ge+kWA8qjLrrgs77xymTCtXwjPP9ExS/vMfuOuuUMKSttlm2UtTNt/c0pRySKVSpFIp\nADo7O1m4cCFjx46lvr4egObmZpqbm5MMUaoptdoo81eE2zIQkqJvExKk3iYB8+bNm8ekSZMAP8RU\nvGXLQmKSmaQ8+ig8/nh35d011+wuPclMUsaNg7XXTjb+waqjo4OmpiYy3+eS4ku/t4AmQh3TnEo5\nam81OQO4gHBr5hPAT4F64Kz+NsxMNtInOpVK+SGmfo0aBbvuGqZMK1fC00+vnqTccQcsXty93hZb\nrJ6kjB8fSlPs60VSNavVZOTZaILQlT3AaYR6Li/3XnnatGmMHj26x7Lm5mbGjx8/kDGqRgwdCtts\nE6aDDur53NKlqycpt90G55/f3UHe2mtnr5syblwylYEl1Z7MuwZpS5cuzXv7Wk1Gersf+DKhVc1q\nycicOXOylnx0dPRZ6iTFNno07LZbmDKtWBFKU3rXTbn11tCfS9qWW2avm7LpppamSCqdbFUUMm7T\n9CvfZGQBA9NJWeMA7LMY+xLqjjzZ34pSJRg2DLbdNkyHHNLzuSVLVq+bcsstcN55IYmB0JonW92U\n7bYL9VYkqZzyTUbGDmgU5XMBsIxQErIY2IDQmuZw4MeEJr5SVWtogN13D1Om5cthwYLVb/vcfDO8\n8kpYp64u9DabrTRlk00sTZE0MPJNRvrroOyD0QSwFHgAeCn6e2NCN+zpShcPAQ8WEGMp/RU4Fjgm\niufNKJajgN8mFJNUFsOHh3ok48bBoYf2fO7VV1dPUm66Cc45p7s0ZeTI7EnKttuGPlUkqVj5JiNT\n+3juWKAZeI7Qudk1wIosx/k08BPC2DS/IFQWLbdLo0lShvXXhz32CFOm5cvhqadWr5tyww3hdhCE\nflEmT4YTToBPfSp0nS9JhYhbgXVn4HzgFeBDwKIc660A2oG7gXmE3lcfJtwukVShhg/vrlvS2yuv\nhOTkkUcglQqjWG+wAUydCscfH0pgJCkfcft6/BYhoTmT3IlIpheidYcDJ8Y8tqQEbbAB7LUXfPnL\ncOed8O9/w9FHQ1tbSF723TckKenu8SUpl7jJyN6EVjZ/K2Cb+6L5njGPLamC7LADzJ4Nzz8Pv41q\nYB1xROj6vrU1lKJIUjZxk5ENo3khd4lH9NpW0iBSXw/NzXD77aF+SUsLXHZZSFb23hsuvzyMhixJ\naXGTkZcJ49sc1N+KGdLrvhLz2JIq3Lhx8OMfw3PPwe9+ByNGwBe+EEpLpk2Df/0r6QglVYK4ycht\n0fxbwF55rL9ntG7mtpIGuTXWgMMPDz3EPv54aHmTSsH73x/qnVx2Gbz9dtJRSkpK3GTkLGA5YZC5\nWwkj306k52jAdcBOwBxCAlIPvAf8KOaxJVWhbbeFH/0Inn0W2tvD+DnHHBO6qP/61+Hhh5OOUFK5\nxU1G/k3oQGwloS7I1wlNd98Gnif0PfI28A/gG4RWNCsI/ZbMj3lsSVVsxAiYMiX0APvkk/A//xOS\nkw98IPQee8kl8NZbSUcpqRziJiMAVxJu0aRHjasjVGgdA2waPU6XlHRE615ZguNKGiQaG+HMM0Np\nydVXhwECv/jFUFry1a/CQw8lHaGkgVSqUXvvI3SAtivwUWBHYL3ouSWEDs5uxU7OJPVh+HA47LAw\nPf00XHxxmM49F3bdNXSm9vnPh4H+al3mkO2dnZ0sXLiQsWPHUh/1zZ9tFFWpUpUqGUn7ezRJUixb\nbQWnnQYzZ8LcuXDBBaHi67e+BUceGR5PmpR0lMnJTDbSQ7WnUikm1fJJUdUqxW0aSRoww4bBJz8Z\nEpIFC+DEE+H666GpCXbeOSQpb7yRdJSS4jAZkVQ1xo6FH/wg3MK57joYMwa+8pUwP+EE+Mc/oKsr\n6SglFSrfZGSXAY1i4PcvaRAZNgwOPRT++EdYuBBOOgluugl22SXcujnvPFi2LOkoJeUr32TkPuA6\nQh8ipTQJuJ7CxraRpP/afHP4/vfDLZy5c0Ppyde/HlrifPGLcN99lpZIlS7fZOQ14BBCHyK3AEcD\naxd5zHWBFkIHaP8gdA//WpH7kiQAhg6Fgw6Ca68NpSXf+Q78+c/woQ/BxIlwzjmwdGnSUUrKJt9k\nZBxwPrAK+AhwKbAYuBb4TrRswyz7GwJsDOwPnALMBV4ALgImEzpA+1W0f0kqic02g+99L3SmduON\nsM028M1vhtKSY4+Fe++1tESqJPk27X0V+AowGzgZOAJYC/hENGW+rV8H3iCUgIyMlmV2Dw/wLnAF\n8EPgyWICl6T+DB0KBxwQphdegEsvhQsvDPMJE0Kl1w98YGjSYUo1r9DWNE8AxwJbAtMJnZitIiQb\n6WkUsDkhGUkvI1rv78C3o+2Pw0REUpmMGRNu3TzxROiCfocdoLUVDjhgR+Aili0zKZGSUmynZ4sJ\npSSzCaUfexJ6Xx1DuF0zClgKvAwsIiQh9wCONCEpUUOGwMc+Fqaf/ey3nHbac7z77nF87GOdnHTS\n9Zx55iFJhyjVnFL0wPoGcFM0SVJVaGtr4/TTp/Paa0uAX7JyZYof/vAAHnvsfq66aheG2AuTVDa+\n3STVpNmzZ7NkyZLor2cJdepncfXVu3DQQfDSS8nFJtWaWktGPgL8GniMcMvoOUKLIAdzkGrMihUr\nei8Bvstmm32Rjo7QHPjOO5OITKo9tZaMfIlQefZnwIHAN4GNCJ2u7ZtgXJLKbNiw7HepR436Gw8+\nCOPHw377wf/9H6xcWebgpBpTa8nI1whJx3nAXcDVwMcITZe/m2BcksqstbWVhoaGHssaGhpobW1l\n003h1ltDz66nngof/3hoGixpYNRaMpLtLvBbwHxCc2RJNaKlpYVZs2bR2NgIQGNjI7NmzaKlpQUI\nfZTMnBl6cf33v8Ntm1tuSTJiafCqtWQkm1GEOiP/SjoQSeXV0tJCe3s7AO3t7f9NRDLtuy889FBI\nRvbfH04+GVarbiIpFpMROAdYEzgj6UAkVaaNNgrdyp95Jpx1FkyeDM8+m3RU0uBR68nIaYSu7b8F\nPJBwLJIq2JAhMGNGaGGzcGEoKbn++qSjkgaHUnR6Vq1mEsbZ+S5wbl8rTps2jdGjR/dY1tzczPjx\n4wcuOkkVac894cEHw4B7hx4KJ54IP/whjBiRdGRSclKpFKlUqseypQUMk12rycjMjOlH/a08Z84c\nJk1avSuSjo6O0kcmqeKtvz784Q9w9tlw0klw991w5ZWw9dZJRyYlo7m5mebm5h7LOjo6aGpqymv7\nWrxNcwohCTktmiSpYHV1MG0a3HMPvPwy7LQTXH110lFJ1anWkpFW4AeEcXRuAD7Ua5KkguyyC3R0\nhIH3pkyBr30NOjuTjkqqLnFv08wEugrcpgvoBJYBjwPzgNdjxpGvQ6LjHxBNveNyDHFJBRs9Gq66\nCn71K/jWt+Cvf4Xf/Q622y7pyKTqUIpkJK73gOsIFUmfKMH++mKX75IGRF0dfOUrsPvucPjhMGkS\nnH8+HHFE0pFJla8SbtOMAKYADwIfTTgWSYpl4kSYNw8++Uk48kg47jh4++2ko5IqW9xkZAiwNfD3\n6O9rgE8DWxA6EluTMDDdYYTRcQHuA7YFGoC9CePErALWAtqB9WPGJEmJGjkSfvMbuPhi+O1vYddd\nQ5fykrKLm4yMBG4GmoDPAp8B/gA8D7wbTc8REpHDonV2jrbpAu4GvgocTEhIRhEGs5OkqlZXBy0t\ncP/90NUFO+8Ml1wSHkvqKW4yMg3YjlC6kU+jtquBXwGNwLczlv8JuDx63LtiqSRVrQkTQkJyxBEh\nOTnmGHjzzaSjkipL3GTk8Gh+TQHb/D6af7rX8uui+baxIpKkCrPWWnDRRXD55fD730NTUxh8T1IQ\nNxnZmnC7ZVkB26Sb8Y7ttXxhNF83ZkySVJGOPDL0SbLmmrDbbqEpsLdtpPjJyHKgDtixgG3en7Ft\ntljy78xekqrMuHHwt7/BF78YmgJ/7nOwrJCfc9IgFDcZeTiafxuoz2P9NYHp0eNHej3XGM1fjhmT\nJFW0+no45xxob4c//Sn0SfKPfyQdlZScuMnIxdF8AnA73aUe2ewYrfO+XtumpfsYeRhJqgFTpsAD\nD4SB9/bYIwy8520b1aK4PbBeRuiw7GBgN+AhQudl84CXonU2JjTn/WDGdtcDv874ezTdlWFvjBmT\nJFWNxsYw6u+MGWHgvdtuC02AGxqSjkwqn7jJSBehb5FfAMcT6o/sFE251r8Q+Hqv5UOBT0bPW1gp\nqaaMGAE//SlMngxTp4ZeXK+8MpSWSLWgFN3Bvwd8iVD6cQHwZJZ1noye2wX4MqtXXn0VuAO4E3ir\nBDFJUtX5xCfgwQdhiy1g773hrLNg1aqko5IGXtySkUwdhEQDQmXW0dHjpYRReiVJ/dhyS7jjDpg5\nM9y6ueMOuOwy2HDDpCOTBs5ADZTXCbwYTSYiklSA4cPhzDPhppvCoHsTJ8KddyYdlTRwSlkyIkkq\nof33D7dtjjoK9tsvlJacfDIMHZp0ZBoMUqkUqVQKgM7OThYuXMjYsWOprw89dTQ3N9Pc3FyWWExG\nJKmCbbop3HILnH46nHpqKCG5/HIYMybpyFTtMpONjo4OmpqaSKVSTJo0qeyxlDIZ2Q/4FPABYANC\nB2d1/WzT2M/zklTzhg4NpSJ77x26lJ84MSQkH/tY0pFJpVGKZGRj4EpgnxLsS5KUw777hts2X/hC\nuIXzne/AD36QdFRSfHErsA4HbqA7EXkw+jvtN8Bc4IWMZR2EztIyOz2TJOVho43gxhtDBdezzgoJ\nyosvDk86LCmWuCUjU+nu4KwFuJTQJfxBhA7MjomeqwM+AZwL7AD8ELg65rElqSi9K+6NGzeOGTNm\nJFJxrxhDhoRmvx/+MDQ3wxFH7AB4z0bVK24y8plofhMhEcmlC/gDYXC8eYRSkYeBx2IeX5IKVunJ\nRr723DOMbfPJT77FPffM5YYbniOBuodSbHFv00yM5pfneL53BdYngTnAWsA3Yx67GOsAPwZuJowO\nvAqYmUAcklQS668PP/3pk8DlnHLK1px9dtIRSYWLm4w0EEo9nspY9l7G47WybHNbNP9olucG2gaE\nMXSGA9dEyxwjU1JVGzYMoIVjjnmRadPgu9919F9Vl7i3ad4jNOHNTEBez3i8GavfiunMeK7cngbW\nix6vDxyXQAySNCC+8Y1F7LjjJnz72/DSS/CrX6UTFamyxX2ZPgNsT2jem7YYeJNwS2Q3Vk9G3hfN\nk87b++sDRZKqTmtrGMempQVeeQVSKVhzzaSjkvoW9zZNRzTfKWNZF3BX9HgasEbGc6OBk6LH82Me\nW5KUxdFHwx/+ADffDAccAEuXJh2R1Le4ycifo/khvZafF813IrSamUVo1vswoSQFQl8jkqQBcPDB\ncOut8PDDsM8+8MIL/W8jJSVuMnIt4VbN5sA2GcvnAm3R422BVuDLdNcTuZnuhEWSNAD22AP+8hd4\n9dXQDPiJJ5KOSMoubp2R14Ctcjx3PHBvNJ8QHesxQonI2cDKmMcum2nTpjF69Ogey5qbmxk/fnxC\nEUlSfiZMgHvuCd3H77ln6L3VvkhUapkdCaYtLeD+4EDWs+4CLo6mqjZnzpysoxh2dHRkWVuSKsvY\nsXD33XDQQTB5Mlx7Ley3X9JRaTDJ1pFgeiTgfMS9TVOMjQlj2eydwLElqSZtsAHcdhvsvjsceCBc\n7YAcqiBJtEA/ALiEUHIyNIHjHwisDYyM/p4ATIkezwXeSSAmSRpw66wDf/wjHHMMfPazcN558KUv\nJRNL7/GBFi5cyNixY6tmfCCVVhLJSNL9e5wLjI0edwGfjaYuYGtChdx+tbW1cfrppwMwZcoUvve9\n79HS0lL6aCWphEaMgCuuCH2RfPnLsHgxnHIK1JX5kzkz2UgX56dSqay3xDX41WLffFvH3UFbWxvT\np09nyZIlACxYsIDp06cDmJBIqnhDhsDZZ8PGG8P3vhd6a/35z8NyKQm+9Iowe/bs/yYiaUuWLGH2\n7NkJRSRJhamrg5NPhgsuCLdrjjgC3n036ahUq0xGirBixYqClktSpTr+eGhvDy1sDjkE3ngj6YhU\ni0xGijBoq/qCAAAgAElEQVQsx8hTuZZLUiU77DC46Sb4+99Dk9+XX046ItUak5EitLa20tDQ0GNZ\nQ0MDra2tCUUkSfFMngx33gnPPgt77QVPP510RKolJiNFaGlpYdasWTQ2NgLQ2NjIrFmzrLwqqapN\nnBh6a12xIvTW+sgjSUekWmEyUqSWlhba29sBaG9vNxGRNChss01ISDbaCD784fBYGmiFVHI4htAX\nR1x7lmAfkqQBsskmcMcd8MlPwkc/Giq4HtJ7bHaphApJRtK9pibdaZkkaYCNGhUqtR5xBHzqU3Dx\nxaHnVmkgFHqbppSJiEmNJFWw+vpQKtLSAlOnwqxZSUekwaqQkpFSV4ooxS0fSdIAGjoUzj8/9NZ6\n0kmht9azzrK3VpVWIcnIpQMVhCSpctXVwWmnhUqt3/hG6Ifkwgth+PCkI9NgYS9dkqS8fP3rsMEG\noe7IK6/AVVfBWmslHZUGAwvaJEl5a26G668PrW0+9jHoNUyXVBSTEUlSQT7+cbjtNvjPf2DvveH5\n54vfV1tbG1OmTAFgypQptLW1lShKVROTEUlSwXbdFe6+Owyst8ceITEpVFtbG9OnT2fBggUALFiw\ngOnTp5uQ1CCTEUlSUbbfPvTQOnJkGM/m/vsL23727Nks6XWfZ8mSJcyePbuEUaoamIxIkoq2+eZw\n112w3Xaw775wyy35b7tixYqClmvwMhmRJMXS0AC33gr77AMHHwxXXpnfdsOGZW/QmWu5Bi+TEUlS\nbGutBddeG1rbHHEE/OIX/W/T2tpKQ0NDj2UNDQ20trYOUJSqVCYjklTFKqk1yvDhcMklcOKJoXO0\n738fuvroa7ulpYVZs2bR2NgIQGNjI7NmzXIU9BpkWZgkVal0a5R0JdB0axQgsS/0IUPgJz/p7j5+\n8WI499zQrXw2LS0tTJw4kaamJtrb25k0aVJ5A1ZFsGREkqpUJbdGmT49lJJcfDEcfjh0diYdkSpZ\nqZORbYCjgG8DpwAblnj/ca0DzAGeB94BHgA+l2hEklSkSm+NMnUqXHMN3HADHHggvP560hGpUpUq\nGZkI3Ak8Bvwa+DFwKqsnI18HXgaeAJIYYun3wNGE2A4A7gdSQHMCsUhSLNXQGuXQQ0Nz3wcfhMmT\nw20bqbdSJCMHAvcCHwbqoomMeabLgLWARuCQEhy7EAcBHwW+AlxISJ5OAG4BZuEtK0lVplpao+y1\nV+iLZPFi2HNPeOqppCNSpYn7BbwxcCWwBjAfOBhYN3ouWx3qZcAfo8cHxjx2oT4NvAG091p+CbAp\nsFuZ45GkWKqpNcqOO4beWocMCd3HP/hg0hGpksRNRqYBI4HngL2AG4E3+9nmjmjeFPPYhXo/IWFa\n1Wv5w9F8QnnDkaT4WlpaaG8Pv7Ha29srMhFJ22qrMJ7N5puHDtLuvDPpiFQp4iYj6dKNnwGv5bnN\n/Gi+VcxjF2p9INtg10synpckDaCNNoLbbw8D7e2/f6jgKsWt5bQ14XbMXwvYZlk0Hxnz2GUzbdo0\nRo8e3WNZc3Mz48ePTygiSapeI0fC9dfDMcfAlCnw3e/6W7DapVIpUqlUj2VLly7Ne/u4yciIaP5u\nAdusE83finnsQr1K9tKPhozns5ozZ07Wjng6OjpKE5kk1Zg11oArroANNoDTTx8LnMajj67JttvC\nuuv2u7kqTHNzM83NPRumdnR00NSUX42MuMnIYmDLaMq3OtJO0fz5mMcu1D8JTXiH0LPeyI7R/JEy\nxyNJNW3o0DCGzYoVizj//O9y5JGh5sBGG8G222af1lsv4aAzZJYGdHZ2snDhQsaOHUt9fT2Q/Qu6\n0vXVff9AipuM3EtIRA4Brstj/TrguOjxX2Ieu1DXAMcDU4CrMpZPJSRG95U5HkmqeXV1cMIJL3L+\n+RO47LJ7GTp0e554Ap54Ah5/HG68EV5+uXv9hobuxGS77XomKuuvH/ZXLpnJRroUIJVKVWSX9l1d\nsGwZPPssPPdcmGc+fuKJ9wFv8sorTyYSX9xk5HJCD6bHABcBf+9n/Z/SXRJxacxjF+omQp8i5xGa\nHz9JKCn5OHAk2ZsiS5LKYikTJrxNtu/xZcvgySf5b5KSnm6/HV54oXu9UaNyl6hsvHF5E5Vye/31\n3IlG+vGbGW1dhwyBTTcNLZtWrFjAa6/9GfgXJ5xwOzNnfqPsrbLiJiNzgZsJX+g3AzOB32U8PxzY\nDNgT+AawR7T8dyRTEnEYcAbwf4S6IvOBz9OzpESSVEFGjYJJk8iaqLz5ZuhE7fHHeyYq99wTvoDT\n1l67Z3KSWaoyZkz4cq5Ub77Zd5Lx7LM9u9qvq4NNNoEttgjT/vt3P9588zAfMwaGDesebPH110PD\n0meeIZHBFkvRZ/DngFsJ/Yb8jFD6AeGWTEfG47R76b5VU25vEfpGmZbQ8SVJrF7fYty4ccyYMaPg\n+hbrrAMf+ECYenvnnZCo9C5R+d3vYOHC7voRa64J22yTvURl881zjzhcCm+/3X+i0btRysYbdycW\n++3XM8nYYotQ4jE8zwFX+hpssdqSkWWEko9TCGPPZNaDzkxC3gJ+QSg9WV6C40qSqlQ5KneuuSZM\nmBCm3t59F55+urtuSjpRueaasHzlyrDeiBHQ2Lh6krLddrDllqF0IZd33oHnn+870eiVB7Dhht3J\nxd57Z0801lijVGeocgZbLNVoSu8RkpGzgH2AnYGNgKGEgfEeAP5Mdx8jkiQlZo01YPz4MPW2fHko\nOeldonLjjaGkZXn0c3rYMNh6a6LmyJsDv+TEExv/W3/jlVd67nf99bsTiz326JlkbLEFbLYZRAVD\nZVMpgy2W+mhvEuqRzC3xfiVJKovhw7tLQHpbuTLd+qTndP/9I4EPs2JFHbvsAocd1rOexuabw1pr\nlf1f6VdrayvTp0/vcasmicEWK2ecaUmSKtzQoWGMna22go9+tHt5R8d8mpqa+PnP51Vk095c0vVC\nzjjjDJ566ikaGxs5+eSTq641jSRJqmItLS1MnDiRpqYm2tvbE0mmSpmMbADsThivZiShvkh//q+E\nx5ckSVWoFMnIGEJz3s8QEpB8u5XpwmREkqSaF7eblw0JI/Z+jpDYFNK/3SDuC0+SVCva2tqYMmUK\nAFOmTKGtrS3hiKpP3GTkB8DY6HE7sB/hds2waN/9TZIkVa10D6YLFiwAYMGCBUyfPt2EpEBxE4JD\novlvCKUjdwBL6DkqriRJg1JfPZgqf3GTkY0IdT9MASVJNadSejCtdnGTkUXR/M0+15IkaRCqlB5M\nq13cZOROQkXULEMUSZI0uLW2ttLQ0NBjWRI9mFa7uMnIbMKgd61AmXvUlyQpWS0tLcyaNYvGxkYA\nGhsbmTVrVtl7MK12cZORR4AvAtsDtwBZhhySJGnwamlpob29HYD29nYTkSKU4qbW5cAC4I/Av4B/\nAo8Bb+exrVdMkqQaV4pkZEdCD6yjo78nRlN/ujAZkSSp5sVNRrYGbgcya++8CSyl/75GumIeW5Ik\nDQJxk5FTCIlIF/AT4FxgYdygJElS7YibjHwkms8B/jfmviRJUg0qVQ+sV5cgFkmSVIPiJiMvRPP3\n4gZSBusAPwZuBl4m1GmZmWhEkiQpdjLyJ0IPrLuWIJaBtgFwPDAcuCZaZiVaSZISFjcZ+QnwBnAS\nsH78cAbU08B6wL7Ad5INRZIkpcWtwPok8BngKuAe4BuE2yCVri7pACRJ1S2VSpFKpQDo7Oxk3Lhx\nzJgxg/r6MDpKc3Mzzc3NSYZYNeImI7cTbnW8DIwDbgJeAx4nvx5Y94t5fEmSEmGyUTpxk5F9sixb\nj/zqkFhfQ5IkxU5G7oqxbZxkZDJwW57rTiSMlyNJkipQ3GRkcimCKMKjwHF5rvts3INNmzaN0aNH\n91jW3NzM+PEOUixJUmb9mbSlS5fmvX0pBspLwotAW7kONmfOHCZNmrTa8o6OjnKFIElSxcpWf6aj\no4Ompqa8to/btFeSJCmWai0ZKdaBwNrAyOjvCcCU6PFc4J0kgpIkqZblm4xsmfH4mRzLi/FM/6uU\n1LnA2OhxF/DZaOoCtk4gHkmSal6+ycjTdLd+GZpjeSHqou2G9rdiiW1d5uNJkqR+FHKbJlevpcX2\nZmovqJIkKe9kpIXsJSAtMY5tp2eSJCnvZORSYBUhgbgf+HfGckmSpKIV2rTXWyuSJKmkCk1GvLUi\nSZJKyk7PJElSokxGJElSokxGJElSokxGJElSogodm6YO+BOwPOZx0z2wNsbcjyRJqnLFDJS3WYmO\nXZUtc1KpFKlUCoDOzk7GjRvHjBkzqK+vB7IPoyxJknIrJhlZBKwowbGrMhkx2ZAkqbQKTUa6gP2B\nfw1ALJIkqQYVU4G1Kks0JElSZbI1jSRJSpTJiCRJSpTJiCRJSpTJiCRJSlShyUjdgEQhSZJqViFN\ne9O9pT43EIFIkqTaVEgy8vRABSFJksqrknoUL6YHVkmSVOUqqUfxWqrA+hHg18BjwFuE203XApOS\nDEqSpFpXS8nIl4AtgZ8BBwLfBDYC/gbsm2BckiTVtFq6TfM14KVey24CngC+C9xe9ogkSVJNlYz0\nTkQg3K6ZD2xe5lgkSVKklpKRbEYR6ow4CrEkSQmp9WTkHGBN4IykA5EkqVZVa52RycBtea47Efhn\nluWnAUcQ6pI80NcOpk2bxujRo3ssq6QmUZIkJSmzz5K0pUuX5r19tSYjjwLH5bnus1mWzQROJlRc\nPbe/HcyZM4dJk2wBLElSNtl+oHd0dNDU1JTX9tWajLwItBW57cyM6Ucli0iSJBWl1uqMnEJIQk6L\nJkmSlLBqLRkpRivwA0LfIjcAH+r1/N/KHpEkSaqpZOQQoAs4IJoydQFDyx6RJEmqqWTELt8lSapA\ntZSMSNKgUUnDv0txmYxIUhUy2dBgUmutaSRJUoUxGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYkyGZEk\nSYkyGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYky\nGZEkSYkyGZEkSYkyGZEkSYkyGZEkSYmqpWRkIjAXWAi8DbwK/BU4MsmgJEmqdbWUjIwCngG+AxwI\nHA08DfwGOLlUB0mlUqXalaQq4ntfKl4tJSN3Al8Bfhs9ngscAdwHnFCqg/iBJNUm3/tS8WopGcnl\nVWBF0kFIklSrajEZqQOGARsC/wPsD/wk0YhqWDX+mkw65nIcv9THKMX+4uyjmG2Tvs6DXTWe36Rj\nrsb3fr5qMRk5D3gPWAycDXw7WqYEJP3mLkbSMVfjB5LJiHqrxvObdMzV+N7P17BEjhrfZOC2PNed\nCPwz4+8zgAuAjYBPAD8F6oGzcu1g/vz5eQe2dOlSOjo68l6/1lXj+Uo65nIcv9THKMX+4uyjmG0L\n3Sbp10W1qcbzlXTM1fbeL+S7s64kRyy/TYCD8lz3GuC1Pp4/FzgO2Ax4uddzY4D7o+ckSVJh5gMf\nAV7oa6VqTUZK6VjgYuBDwN+zPD8mmiRJUmFeoJ9ERMFlwHJg/aQDkSSpFlVrnZFiXAAsI9x2WQxs\nAHwWOBz4MaGJryRJ0oCZSujs7CVCa5olhEqwRyQYkyRJkiRJkiRJkiRJkmrHCOASwijCy4B7gd0T\njUhSuXwF6CDUXZuZcCxSRajF7uArwTDgKWAPYBShO/rrgDWTDEpSWSwCvg9cC3QlHIsk9fAqsGPS\nQUgqmwuxZEQCLBmpFNsTSkWeTDoQSZLKzWQkeWsBvwFOA95OOBZJksrOZKQ8jgTeiKa5GcuHA+3A\nI8APE4hL0sDK9d6XpH6tQ+gi/mbCSL6ryH1vdx1gDvA88A7wAPC5PI4xBLiSMKqwSaFUGcrx3k+7\nkFCRVap5fglmtwFwPKHk4ppoWa5a778HjgZOBQ4gjH2TApr7Ocb5wMbA5wkfeJKSV473/lCgntCq\nbnj02M9iSX1an5AsZPsFc1D0XO9fQ38CniP3B8zYaLu36C7CfQPYswTxSiqNgXjvQ0heVvWajo4Z\nq6RBbgNyfyBdSOi0rPcHT7q0w47MpOrle18qE4sG43k/MJ/Vb7M8HM0nlDccSWXie18qIZOReNYH\nlmRZviTjeUmDj+99qYRMRiRJUqJMRuJ5ley/gBoynpc0+Pjel0rIZCSefwI7sPp5TI8x80h5w5FU\nJr73pRIyGYnnGkLHR1N6LZ9K6AjpvnIHJKksfO9LJTQs6QAq2IHA2sDI6O8JdH/wzCX0uHgTcAtw\nHrAuYaC7ZuDjhG6gHR5cqj6+9yVVjAV0d0i0stfjLTPWW5vQJfQioJPQJfThZY1UUin53pckSZIk\nSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSRVrK+D/JR1EpRuSdACSJA1SHwPu\nBBqSDqTSDUs6AEmSBpkm4DTgGeCdhGORVGZTgVXRtGWyoUgVbwTwH8L7ZUqR+5iK77n+3AHcVsD6\nvyScz8sGJJoK5W2awWsy3R8S+UzHJBLlwOhKOoACTaZ2r5WS8y1gO+CfxK/TUG3vuUp2JvAucCTw\noYRjKRuTkdrRlcdU7QbD/wC1ca2UrNHADMJraWbCsainRcCFQB3ww4RjKRvrjNSGc6OpL8+XI5AB\n9utoqma1cq2UrG8Co4AngD8kHItW91Pga8A+wN7AXcmGM/BMRmrDS8C/kw5CefFaaaCtAfxP9Pjy\nJANRTk8D9wB7AtOogWTE2zSSVFsOATYk3KIxGalc6WtzMOF6DWomI+rLCMIvqNuBl4H3gBeBuYTK\nVXV9bHspobLlgn6OMZW+a+OfmvE8hKLlU4AHgKX0rNDZ374y7QW0EYqp3wLeBOYDPwca+9iukHjK\npdiYij0HaesBPwIeJTRffAm4he6WGVPp+3pcSmleI2mluqb1wHSgA3gjmu4DvgoM7SfWtD2Biwit\nVV4nvHeeA/5IeE+NitYbTnhPrQJuzGO/78+IdUaesfR2eDR/GHiqn3X7u8b5eD/wPeBPhHPwLuHa\nPE54DeyWY7tSnptNCf9HB7CM7s+yh4HfEt4fI3ttsytwbwHTIXnEWIjfR/PhwGEl3rdUNpPpfmN+\nv4jttyJ8kGe24ljZ6++7CB9W2VwardPfh93UjH33lYysBLYlfHH1junoPPcFoYj611n2kfm/vQsc\nm2P7QuLJ12TiXatCY4p7DgDeR6hol2v7iwgf8H1dj0spzWuklNd0I+DBXvvJ3O8f6DsJX5Pw5dZX\nLKvoWWn0rGjZcsKXZl9+Gq37HjCmn3VzSX/Bn9/Pevlc46n0fW0m0/P/znU+zswRQynOzYcJCUh/\nMRzcz/6LdQeFNe3N9CQhtlTJoqlQ1hlRNusAfwa2jv6+hvCLcxHhF2a6YtVehF96e9P9q3Kg1AFX\nEz5kfg5cB7xGaJq4sID9XAUcSoj3aqCd8GU4BJhEuD+7PeGDdjFwQxHxPFNAPKWUb0xxz8Eowq/c\nTaK/ryQkAy8B44ETgRZgx1L+c30o5TW9Jlr3bMJre0n09ynADtFxjgcuyLL9EEKy8tHo78cIlZH/\nAbxN+DLdA/gsPVtEXUQoiRlKSBp/lCO+4cBR0eObgRdyrNeX7QkJF8Df+1ivVNd4GKGU6nrCF/Kj\nhJKijQglGd8AxhJKMh4jJKiZ4p6bNaLYR0bHPY9Q0vtStM1WwO6EkodKbKV2H+FzeO+kA5GKNZnu\njP8cYALhzZ9t6n0/clbGtj/Isf/fZKzz5SzPX0ppS0bSv44+mmWdfPf1Rbp/JR+aYx/1hA+rVYRf\nJb1vZRYST74mU/y1KjSmUpyD2RnH+98s2w8DbspYZyBLRkp9TTvJ/sG/HuELbhWh5CSbb2bs5/8R\nvuyyqWP1Uo07ou0ezbENwKcz9v/pPtbry9F0n8td+livVNd4fWDdPo4znJD0rCKU6GWrOnAHxZ+b\n/TKWH9TH9kNZ/TZNqfyNkFQU43/pPr9blCwiqYwms3rxaK4ps8h4DcKv6VWE+6m5iqRHEuqRrAIe\nyfL8pZQ+Gbkwxr7qCPeoVwE/62c/O2Ts5yMx4snXZIq7VoXGVIpzsAahtGAVoU5KLpsREoSBTEYG\n4prO6mMfZ0brrGD1L9ghhPoQqwilUGv1E09vR2XEsEeOda6Lnl9M/nVXesv8cts6xzqlvMb5+EDG\nPiZleT7OuTkiY9/rFBlfMbYkJFnpHm5XEuoy/YlQGpOv4zK237m0IVYWK7DWjnw70Wqiu3LdpeQu\nunyDUDwO4YN+kxzrldIVMbZ9H7AN4f/5XT/rzid8GNcRinAHIp6+xOnwrK+YSnEOmggdZkHffbo8\nTyguH0ilvqZd9H3+5kXzOlb/QplId52GCwm3ZQrx/wiVjSF73ZaNgQOjx5cTvpyKkVmytiTHOgN5\njdcgfFG/j1DSN4Hu76E64INZtolzbhZl7LulwFjjeAbYn3BLawghQdo2WvZ0AftJX6M6BnmLGpOR\n2nAq4c2Qa/q/jHXfH8276L9oMfP59+dcqzS6CN1WFyv9q6IO+Cv9l0CkR9nMlWTFjSeXU8n/WhUa\nUynOQbqOQBdwfz//S191Ekqh1NcU+r4V8FrG495F+jtF8y6K6xOik1DxFUJrlzV7Pf8FwvXvItTf\nKtaojMdv5Fin1Nd4beA7wEOE+iNPE0pT/0kofe3IWHf9LNvHOTd3013yNofwmTWDkJDmuo1WSV7P\neDwq51qDgMmIessc6npxP+umn68jd6uaUnqt/1Vy2ijjcb7drXex+gdfqeIZKH3FVIpzkHmdX+on\nlv6ej2sgrmlnH8+tynjc+zbJBhmPi6lYCt232EayetPZdInA/cC/itw/dJcwQO66HKW8xlsREo4z\nCElOHX2X9uW6NsWemxWEukTzo793Idxuu4fQwuYGoJnK/S7MTECW5lxrELA1japJnNrumV8eh5J/\nUWlfHwCVWPu+r5hKfQ6S/v8H4pom6SHCraAmwhfsb6LluxFuhUK8UhEI9bzSGuj/XMS9xr8hJCSr\ngEsILVvmR3Esj9apo/vWSq46anHOzXxCInRoNO1DaBVYDxwQTScSKri+nGMfSUn/OOyi8mIrKZMR\n9fZqxuNNCBUEc8ks7u59/zn9K7K/Xxxr5xlXXOk3chfhF1EtdrleinOQeZ03IVTKy2XjfvYV9zVS\nSdc084tiU0Iz1WJcRPjC3YfwJf403b/83yZ+fxOLMh5vSPbKw6W6xtsTOn+DMODbKTnWa8ixvLc4\n52YVodl1ehyeTQj1TP4n2mcTod+VSutcLLPE7cXEoiiDSi2aUnLSLWPqyN0zYtqu0byL1VvUpO9H\nj6Zv4/MPLZZ0q4A6uj8ga00pzsHDGfvoq2koeTwf9zVSSdc0Xe+hjnh9QvyW8MVaR2hFVA98Pnru\n9+Su55GvdB2POkKl22xKdY0nRPMuQolILvm2EinluXmRUFKzO93X7mBCBdtKkr5GixjkA2SajKi3\neXQX3R5D7tfISLq7lf43q9cveSpjvXE59jEC+ExxYRbsAeDZ6PGXqLwPnXIoxTmYR3e9lC/0sd5m\nwMf72Vfc10glXdOHMmI5juJL/DJbqR1D6CBtXcIX+sVxAow8Rvd7ddcc65TqGmeWvPd1PrL1U5TN\nQJybFXRXOB5G/4lxuaWv0V8SjaIMTEbU23uE4lAIv2yy9WtRB/yS7prvv8yyzp0Z67bm2MfZFN+l\ndaG6CJXoIPSv8Bv6/vKqJ/Q0O5iSllKcg/cIvygh/GqbnmW7YYQKh/21Voj7Gqmka9pFdx8lmwOX\nkfv/H0Lfr/v0+28soTt0CInbndlXL1h6Px/K8XyprnH6VlUducdr+grwyT720Vuh52YvQvPvXEYQ\nbvtAGC+nkuplbEz4PyF0/CZVpcl0N2n8foHbrkO4T5ze/mpCEeYkwq/U2zOeu5vclc7uyVjvkiim\nScDnMvaRXiefsWn6M7WffUH4ZZWO6UngJMKH0UTCB9exhIpw6Y7fendeVUg8+ZpM8dcKCo8p7jlY\nl9CPQnofVxD6T5hEKDb/e7T8Pvq/HqV4jZTrmk7OWC/brZg6unsTXUVoJvwNwi2knQh1FH5A+JLO\nluRn+lfGflYBJ/ezfiEOo/v/yFUiVapr/M9e+zgo2scnCd32ryKUTBTy+i/k3JwaxXY78G1CSc4k\nwjU5NiP+VYReZyvJlwlxvUvPuiNSVZlMvC+4sYTbL33123AXfRdrjqd7UK7e00rCL8ljMpaVKhnJ\ntS8ILTDmEIpn++uX4nVW/xVdSDz5mky8a3UqhcUU9xzA6oOo9b62+QyUB6V5jZTrmk7O2E+2ZARC\n09TM5CjX/9XfdT4xY/3lhFsipTKc7q7t++q3ppBrnOvafJBQKT7XuXiQUJm0kNd/IedmZh/Hzvxf\n2gmlJJXkbkJ8v+9vRamS7UP+H3y5DCfUNk8PLNVJ+HCaS+hmOR+bEsZbWUAYgvzFaPsDouf7+8Ka\nmfF8f/L58kvbgTDK5zzgFULR9GuEX3K/Bo4k+33uQuLJV9xrVWxMxZ6DtPTw8v8hVCxcDNxKKNWA\n/EqqIP5rJO7/k+/5y7xOuZKRtMnRMZ8gFP+/Q2j9cS351SnZiO4vy1wD+8XxvWjfT/azXn/XOJ9r\nswVhwMAFhM+Ql4F7gW/RnQAU8vov5NysTRir5hxCCdsCQsdrbxH+99/S/TqrJFvRfU4+nGwoklTd\nppJ/cqiePkL3F27vTr5KYRTd489UWnPW/gz0uakEPyf8f7cnHYgkVbupmIwU6wrCuUsPdT8QToqO\nMRDDGgykcpybJG1GKEFaSe5KxpKkPE3FZKQYWxFuMa2iu8XIQBhOuP2yktBMthpsRXnOTZJ+Sbgm\nfQ1SKEnK01RMRvK1GbAdobVHB+G8vUX5mr5XMs+NJKloU+m/dZOCO1i9hUe2vldq0R14bgY9x6aR\nNFC6es2VW3r02rcJ/ZDMoXswuFrnuZEkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIk\nSctlMDAAAAAKSURBVJIkqQr9f23jV5XuCWdGAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.6)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "collapsed": false, + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjYAAAGJCAYAAACZwnkIAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = irfft(fit)\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "ylabel(\"Response (relative)\",fontsize=20)\n", + "xlabel(\"Time (days)\",fontsize=20) \n", + "\n", + "ylim(-0.5,2)\n", + "xlim(0,7)\n", + "\n", + "plot(time_fit)\n", + "plot([3.93,3.93], [-50, 50], color='k', linestyle='-', linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-noLFerrors-1928A.ipynb b/lag/data/clag_analysis-origbins-noLFerrors-1928A.ipynb new file mode 100644 index 0000000..66c0287 --- /dev/null +++ b/lag/data/clag_analysis-origbins-noLFerrors-1928A.ipynb @@ -0,0 +1,800 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/1928A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915, 0.62032418])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nyQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.344e-01 7.393e+01 inf -- -3.944e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.685e-01 7.351e+01 8.622e+01 -- -3.082e+02 -- 0.624092 0.584331 0.567607 0.567004 0.567011 0.567373 0.565602 0.572165\n", + " 3 3.322e+00 7.320e+01 8.468e+01 -- -2.235e+02 -- 0.335696 0.192847 0.135867 0.134225 0.133328 0.135054 0.130916 0.142995\n", + " 4 1.578e+00 7.233e+01 8.258e+01 -- -1.409e+02 -- 0.188517 -0.142584 -0.293749 -0.297289 -0.300771 -0.296754 -0.30398 -0.289444\n", + " 5 6.020e-01 7.051e+01 7.959e+01 -- -6.131e+01 -- 0.148668 -0.367563 -0.714785 -0.72349 -0.733746 -0.726833 -0.738389 -0.724505\n", + " 6 3.768e-01 6.774e+01 7.540e+01 -- 1.409e+01 -- 0.144731 -0.462001 -1.10711 -1.13381 -1.16285 -1.15289 -1.1711 -1.16069\n", + " 7 2.756e-01 6.360e+01 6.924e+01 -- 8.333e+01 -- 0.174356 -0.494567 -1.42737 -1.5044 -1.58181 -1.57067 -1.60086 -1.59803\n", + " 8 2.179e-01 5.635e+01 5.976e+01 -- 1.431e+02 -- 0.217323 -0.511297 -1.61338 -1.7878 -1.97301 -1.97114 -2.02736 -2.03849\n", + " 9 1.801e-01 4.421e+01 4.621e+01 -- 1.893e+02 -- 0.246071 -0.522108 -1.67034 -1.93112 -2.29163 -2.33219 -2.45077 -2.48259\n", + " 10 1.570e-01 2.842e+01 3.021e+01 -- 2.195e+02 -- 0.26181 -0.527692 -1.69937 -1.95215 -2.46868 -2.6103 -2.87208 -2.92966\n", + " 11 1.534e-01 1.394e+01 1.638e+01 -- 2.359e+02 -- 0.270025 -0.532175 -1.71636 -1.93588 -2.49871 -2.76037 -3.29811 -3.38966\n", + " 12 1.967e-01 4.790e+00 7.494e+00 -- 2.434e+02 -- 0.270795 -0.536861 -1.72096 -1.92459 -2.47931 -2.79803 -3.75141 -3.90973\n", + " 13 5.458e-01 9.532e-01 2.865e+00 -- 2.462e+02 -- 0.26859 -0.539948 -1.7231 -1.91925 -2.46297 -2.79554 -4.30331 -4.67867\n", + " 14 1.056e+02 2.730e-01 7.004e-01 -- 2.469e+02 -- 0.26685 -0.541445 -1.72405 -1.91702 -2.45339 -2.78988 -5.27857 -7.23243\n", + " 15 5.573e+02 3.423e-01 3.921e-02 -- 2.470e+02 -- 0.266108 -0.541837 -1.72399 -1.91704 -2.44871 -2.78749 -8 -8\n", + " 16 5.573e+02 3.538e-01 2.319e-04 -- 2.470e+02 -- 0.265884 -0.541836 -1.72403 -1.91735 -2.44747 -2.78719 -8 -8\n", + " 17 5.573e+02 3.544e-01 3.124e-05 -- 2.470e+02 -- 0.265818 -0.541848 -1.72407 -1.91742 -2.44724 -2.78718 -8 -8\n", + "********************\n", + "0.265818 -0.541848 -1.72407 -1.91742 -2.44724 -2.78718 -8 -8\n", + "0.236518 0.210143 0.256686 0.193866 0.180651 0.167701 4558.58 3532.49\n", + "-0.003073 -0.00781145 -0.023497 -0.0612628 -0.14201 -0.354433 -0.000171646 -0.000375339\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 2.470e+02 2.466e+02 2.658e-01 5.023e-01 0.855 +++\n", + "+++ 2.470e+02 2.461e+02 2.658e-01 6.206e-01 1.8 +++\n", + "+++ 2.470e+02 2.463e+02 2.658e-01 5.615e-01 1.29 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.319e-01 1.06 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.171e-01 0.957 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.245e-01 1.01 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.208e-01 0.983 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.226e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 2.470e+02 2.465e+02 -5.419e-01 -3.317e-01 0.963 +++\n", + "+++ 2.470e+02 2.460e+02 -5.419e-01 -2.266e-01 2.03 +++\n", + "+++ 2.470e+02 2.463e+02 -5.419e-01 -2.792e-01 1.46 +++\n", + "+++ 2.470e+02 2.464e+02 -5.419e-01 -3.054e-01 1.2 +++\n", + "+++ 2.470e+02 2.464e+02 -5.419e-01 -3.186e-01 1.08 +++\n", + "+++ 2.470e+02 2.465e+02 -5.419e-01 -3.251e-01 1.02 +++\n", + "+++ 2.470e+02 2.465e+02 -5.419e-01 -3.284e-01 0.991 +++\n", + "\t### errors for param 2 ###\n", + "+++ 2.470e+02 2.468e+02 -1.724e+00 -1.596e+00 0.302 +++\n", + "+++ 2.470e+02 2.467e+02 -1.724e+00 -1.532e+00 0.653 +++\n", + "+++ 2.470e+02 2.466e+02 -1.724e+00 -1.499e+00 0.873 +++\n", + "+++ 2.470e+02 2.465e+02 -1.724e+00 -1.483e+00 0.993 +++\n", + "\t### errors for param 3 ###\n", + "+++ 2.470e+02 2.465e+02 -1.917e+00 -1.724e+00 0.929 +++\n", + "+++ 2.470e+02 2.460e+02 -1.917e+00 -1.627e+00 1.98 +++\n", + "+++ 2.470e+02 2.463e+02 -1.917e+00 -1.675e+00 1.41 +++\n", + "+++ 2.470e+02 2.464e+02 -1.917e+00 -1.699e+00 1.16 +++\n", + "+++ 2.470e+02 2.465e+02 -1.917e+00 -1.711e+00 1.04 +++\n", + "+++ 2.470e+02 2.465e+02 -1.917e+00 -1.718e+00 0.984 +++\n", + "+++ 2.470e+02 2.465e+02 -1.917e+00 -1.714e+00 1.01 +++\n", + "+++ 2.470e+02 2.465e+02 -1.917e+00 -1.716e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 2.470e+02 2.466e+02 -2.447e+00 -2.267e+00 0.864 +++\n", + "+++ 2.470e+02 2.460e+02 -2.447e+00 -2.176e+00 1.9 +++\n", + "+++ 2.470e+02 2.463e+02 -2.447e+00 -2.221e+00 1.33 +++\n", + "+++ 2.470e+02 2.464e+02 -2.447e+00 -2.244e+00 1.09 +++\n", + "+++ 2.470e+02 2.465e+02 -2.447e+00 -2.255e+00 0.972 +++\n", + "+++ 2.470e+02 2.465e+02 -2.447e+00 -2.250e+00 1.03 +++\n", + "+++ 2.470e+02 2.465e+02 -2.447e+00 -2.252e+00 1 +++\n", + "\t### errors for param 5 ###\n", + "+++ 2.470e+02 2.468e+02 -2.787e+00 -2.703e+00 0.292 +++\n", + "+++ 2.470e+02 2.467e+02 -2.787e+00 -2.661e+00 0.614 +++\n", + "+++ 2.470e+02 2.466e+02 -2.787e+00 -2.640e+00 0.82 +++\n", + "+++ 2.470e+02 2.465e+02 -2.787e+00 -2.630e+00 0.934 +++\n", + "+++ 2.470e+02 2.465e+02 -2.787e+00 -2.625e+00 0.993 +++\n", + "\t### errors for param 6 ###\n", + "+++ 2.470e+02 2.470e+02 -8.000e+00 -6.000e+00 0.0115 +++\n", + "+++ 2.470e+02 2.469e+02 -8.000e+00 -5.000e+00 0.147 +++\n", + "+++ 2.470e+02 2.467e+02 -8.000e+00 -4.500e+00 0.484 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.250e+00 0.884 +++\n", + "+++ 2.470e+02 2.464e+02 -8.000e+00 -4.125e+00 1.2 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.188e+00 1.03 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.219e+00 0.954 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.203e+00 0.991 +++\n", + "\t### errors for param 7 ###\n", + "+++ 2.470e+02 2.470e+02 -8.000e+00 -6.000e+00 0.0294 +++\n", + "+++ 2.470e+02 2.468e+02 -8.000e+00 -5.000e+00 0.323 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.500e+00 1.03 +++\n", + "+++ 2.470e+02 2.467e+02 -8.000e+00 -4.750e+00 0.579 +++\n", + "+++ 2.470e+02 2.466e+02 -8.000e+00 -4.625e+00 0.774 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.562e+00 0.894 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.531e+00 0.962 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.516e+00 0.997 +++\n", + "********************\n", + "0.265804 -0.541852 -1.72407 -1.91743 -2.44719 -2.78718 -8 -8\n", + "0.256844 0.213426 0.240643 0.20144 0.19476 0.162461 2 3.48438\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSZIkSZIkSZIkSZIklYH/DxLfa082qjO6AAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 2.077e+05 1.197e+01 inf -- 3.072e+02 -- -0.0167957 -0.659991 -1.75733 -2.01992 -2.58869 -2.93933 -6.08072 -8.3 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 3.271e+03 1.431e+01 2.187e+00 -- 3.094e+02 -- 0.0139188 -0.616992 -1.71242 -1.98591 -2.55782 -2.91741 -5.78072 -8 0.0404571 0.0959238 0.114705 0.117637 0.0759046 0.11315 2.83682 -2.97794\n", + " 5 3.402e+03 1.686e+01 2.074e+00 -- 3.115e+02 -- 0.0411101 -0.582169 -1.67612 -1.95765 -2.53188 -2.89876 -6.08072 -8 -0.00584518 0.0932078 0.124735 0.131247 0.0572905 0.124022 1.45283 -3.03469\n", + " 7 3.420e+03 1.966e+01 1.889e+00 -- 3.134e+02 -- 0.0650135 -0.553404 -1.64618 -1.93385 -2.50984 -2.88274 -5.78072 -8 -0.0424699 0.0913679 0.131869 0.14207 0.0426621 0.133189 -0.940465 1.19045\n", + " 9 2.868e+03 2.272e+01 1.819e+00 -- 3.152e+02 -- 0.0859844 -0.529292 -1.62113 -1.91359 -2.49094 -2.8689 -6.08072 -7.7 -0.0718915 0.0901134 0.137101 0.15086 0.0309294 0.141054 0.754261 2.5184\n", + " 11 5.181e+03 2.608e+01 1.679e+00 -- 3.169e+02 -- 0.104393 -0.508851 -1.59992 -1.8962 -2.4746 -2.85689 -5.78072 -8 -0.0958425 0.0892713 0.140997 0.158143 0.021406 0.147907 -0.44842 2.70944\n", + " 13 4.148e+04 2.974e+01 1.637e+00 -- 3.185e+02 -- 0.120579 -0.491366 -1.5818 -1.88115 -2.46039 -2.84641 -5.48072 -8 -0.115571 0.088729 0.14396 0.164245 0.0136007 0.153954 1.68591 0.219106\n", + " 15 1.364e+03 3.373e+01 1.423e+00 -- 3.199e+02 -- 0.134842 -0.476304 -1.56621 -1.86807 -2.44792 -2.83724 -5.18072 -7.7 -0.131975 0.0884089 0.146209 0.169436 0.00715737 0.159354 2.77837 -1.88001\n", + " 17 3.384e+03 3.807e+01 1.457e+00 -- 3.214e+02 -- 0.147438 -0.463252 -1.55271 -1.85663 -2.43694 -2.82923 -5.48072 -8 -0.145729 0.088245 0.147942 0.173866 0.00170694 0.164237 -0.858069 -3.03191\n", + " 19 5.448e+03 4.279e+01 1.401e+00 -- 3.228e+02 -- 0.15859 -0.451883 -1.54097 -1.84658 -2.42726 -2.82213 -5.78072 -8 -0.157362 0.0882266 0.149341 0.177654 -0.00272343 0.168668 0.243127 1.49491\n", + " 21 5.570e+02 4.789e+01 1.208e+00 -- 3.240e+02 -- 0.168487 -0.441941 -1.53072 -1.83772 -2.41866 -2.81587 -5.48072 -7.7 -0.167244 0.0883118 0.150432 0.180941 -0.00638645 0.172731 -2.75775 -2.43488\n", + " 23 5.770e+04 5.341e+01 1.297e+00 -- 3.253e+02 -- 0.177287 -0.433218 -1.52174 -1.82988 -2.411 -2.81036 -5.78072 -8 -0.175683 0.0884674 0.151298 0.18378 -0.00950607 0.176491 -0.399562 0.166824\n", + " 25 2.578e+03 5.934e+01 1.208e+00 -- 3.265e+02 -- 0.185129 -0.42554 -1.51385 -1.82293 -2.40415 -2.80545 -5.48072 -7.7 -0.182926 0.0886974 0.152004 0.18625 -0.0120039 0.179977 1.74647 1.42211\n", + " 27 4.862e+03 6.571e+01 1.069e+00 -- 3.276e+02 -- 0.192131 -0.418765 -1.5069 -1.81673 -2.39801 -2.8011 -5.18072 -7.4 -0.189156 0.0889782 0.152558 0.188415 -0.0140412 0.18323 2.48031 -0.745704\n", + " 29 9.405e+02 7.253e+01 9.711e-01 -- 3.285e+02 -- 0.198393 -0.412774 -1.50077 -1.81121 -2.39247 -2.79726 -5.17938 -7.7 -0.19453 0.0892935 0.153002 0.190299 -0.0157421 0.186287 -1.33712 -2.59349\n", + " 31 6.968e+03 7.979e+01 1.152e+00 -- 3.297e+02 -- 0.204002 -0.407466 -1.49534 -1.80628 -2.38752 -2.79383 -5.47938 -8 -0.199199 0.0896459 0.15344 0.191883 -0.0170844 0.18917 1.57648 -1.46962\n", + " 33 5.064e+03 8.750e+01 8.071e-01 -- 3.305e+02 -- 0.209036 -0.402755 -1.49055 -1.80185 -2.38303 -2.79076 -5.17938 -8 -0.203237 0.0900308 0.153771 0.193301 -0.0180605 0.19188 -2.99641 -1.64369\n", + " 35 4.661e+03 9.564e+01 1.077e+00 -- 3.316e+02 -- 0.213558 -0.398567 -1.48629 -1.79787 -2.37897 -2.78807 -5.47938 -8 -0.206743 0.0904245 0.154068 0.194501 -0.0188992 0.194463 0.599717 1.32447\n", + " 37 2.185e+04 1.042e+02 7.254e-01 -- 3.323e+02 -- 0.217628 -0.394841 -1.48253 -1.7943 -2.3753 -2.7856 -5.17938 -7.7 -0.209797 0.0908529 0.154345 0.195543 -0.0193431 0.196896 3.07347 -0.309744\n", + " 39 5.370e+02 1.132e+02 9.309e-01 -- 3.332e+02 -- 0.221294 -0.391521 -1.47918 -1.79107 -2.37197 -2.78346 -5.47938 -7.4 -0.212449 0.0912809 0.154587 0.196421 -0.0197202 0.199223 -0.122741 -2.19799\n", + " 41 4.124e+02 1.225e+02 8.464e-01 -- 3.341e+02 -- 0.224602 -0.38856 -1.47621 -1.78815 -2.36895 -2.78149 -5.17938 -7.7 -0.214768 0.0917346 0.154842 0.197156 -0.0197791 0.201426 0.185379 0.875823\n", + " 43 1.140e+04 1.321e+02 5.576e-01 -- 3.346e+02 -- 0.227588 -0.385917 -1.47357 -1.78551 -2.36621 -2.7797 -4.87938 -7.4 -0.216789 0.0922022 0.155086 0.197771 -0.0196213 0.203517 2.76502 -0.295434\n", + " 44 1.202e+03 9.319e+03 6.921e+00 -- 3.415e+02 -- 0.25457 -0.362307 -1.45009 -1.76155 -2.34098 -2.76463 -7.3588 -4.4 -0.234221 0.0967125 0.156919 0.202935 -0.0187407 0.223585 -3.03547 0.658572\n", + " 46 3.348e+03 2.383e+03 2.056e+00 -- 3.436e+02 -- 0.2541 -0.362138 -1.45037 -1.76118 -2.3417 -2.76372 -7.6588 -4.27727 -0.236662 0.0951999 0.162918 0.195741 -0.00804371 0.221694 2.83744 0.887952\n", + " 48 8.279e+03 1.188e+03 7.339e-01 -- 3.443e+02 -- 0.253984 -0.362098 -1.45055 -1.76083 -2.34195 -2.763 -7.9588 -4.18142 -0.238339 0.0952591 0.166595 0.190819 -0.00170333 0.220894 1.62132 0.948638\n", + " 50 5.831e+02 7.367e+02 4.678e-01 -- 3.448e+02 -- 0.25397 -0.362096 -1.45068 -1.76047 -2.34209 -2.76245 -7.6588 -4.11058 -0.239676 0.0957548 0.169216 0.186723 0.00306954 0.220363 -2.34059 0.972914\n", + " 52 1.225e+04 5.114e+02 3.593e-01 -- 3.452e+02 -- 0.254002 -0.36211 -1.45078 -1.76013 -2.34219 -2.76201 -7.9588 -4.05557 -0.240772 0.0964213 0.171173 0.183133 0.00691799 0.219951 -1.3379 0.984989\n", + " 54 2.908e+03 3.804e+02 2.971e-01 -- 3.455e+02 -- 0.254058 -0.362133 -1.45087 -1.75979 -2.34228 -2.76167 -8 -4.01135 -0.241679 0.0971513 0.172659 0.179917 0.0101243 0.219607 -2.58716 0.991938\n", + " 56 2.520e+04 2.966e+02 2.554e-01 -- 3.457e+02 -- 0.254126 -0.362159 -1.45094 -1.75946 -2.34236 -2.76142 -8 -3.975 -0.242428 0.0978921 0.17379 0.177 0.012847 0.219308 -0.893281 0.996473\n", + " 58 1.393e+04 2.392e+02 2.239e-01 -- 3.459e+02 -- 0.2542 -0.362187 -1.451 -1.75914 -2.34244 -2.76123 -8 -3.94463 -0.243046 0.098616 0.174644 0.174336 0.0151899 0.219038 0.548158 0.999814\n", + " 60 8.788e+02 1.978e+02 1.977e-01 -- 3.461e+02 -- 0.254275 -0.362215 -1.45106 -1.75884 -2.34252 -2.7611 -7.7 -3.919 -0.243552 0.0993077 0.175277 0.171891 0.0172264 0.218788 -2.44331 1.00258\n", + " 62 8.149e+03 1.668e+02 1.772e-01 -- 3.463e+02 -- 0.25435 -0.362242 -1.45111 -1.75855 -2.34259 -2.76101 -8 -3.89719 -0.243965 0.0999593 0.175731 0.169641 0.019011 0.218552 2.73951 1.0051\n", + " 64 3.097e+03 1.429e+02 1.584e-01 -- 3.465e+02 -- 0.254423 -0.362268 -1.45115 -1.75828 -2.34266 -2.76097 -8 -3.87855 -0.244298 0.100567 0.176038 0.167566 0.0205874 0.218325 0.780197 1.00758\n", + " 66 1.637e+03 1.238e+02 1.410e-01 -- 3.466e+02 -- 0.254493 -0.362292 -1.45119 -1.75803 -2.34273 -2.76096 -7.7 -3.86256 -0.244565 0.10113 0.176223 0.165649 0.02199 0.218102 -2.63332 1.01014\n", + " 68 1.780e+05 1.083e+02 1.272e-01 -- 3.467e+02 -- 0.254559 -0.362315 -1.45123 -1.75779 -2.34279 -2.76097 -8 -3.84883 -0.244776 0.101648 0.176309 0.163876 0.0232461 0.217881 -0.110744 1.01285\n", + " 70 2.894e+03 9.543e+01 1.126e-01 -- 3.469e+02 -- 0.254622 -0.362337 -1.45126 -1.75757 -2.34285 -2.761 -7.7 -3.83704 -0.244941 0.102124 0.176311 0.162237 0.0243797 0.217658 -1.79891 1.01576\n", + " 72 3.221e+03 8.461e+01 1.009e-01 -- 3.470e+02 -- 0.254681 -0.362357 -1.45129 -1.75736 -2.3429 -2.76105 -8 -3.8269 -0.245067 0.102559 0.176245 0.16072 0.025409 0.217434 -2.61948 1.01891\n", + " 73 3.986e+04 8.840e+04 3.099e+01 -- 3.160e+02 -- 0.255228 -0.362541 -1.45157 -1.75543 -2.3433 -2.76164 -8 -3.73993 -0.246022 0.106522 0.175014 0.146688 0.0348206 0.215163 -1.11659 1.05295\n", + " 75 8.896e+03 2.717e+02 3.098e+01 -- 3.469e+02 -- 0.254563 -0.362134 -1.45184 -1.757 -2.34298 -2.7592 -8 -3.74513 -0.25066 0.107475 0.155394 0.124168 0.0867597 0.167292 1.40399 1.0852\n", + " 76 1.040e+01 7.468e+01 5.524e-01 -- 3.475e+02 -- 0.254408 -0.362427 -1.45159 -1.7568 -2.33986 -2.76088 -5 -3.7742 -0.252304 0.108109 0.154003 0.131005 0.0778512 0.176436 2.13841 1.28287\n", + " 78 1.148e+02 6.144e+01 2.449e-01 -- 3.477e+02 -- 0.254428 -0.362448 -1.45159 -1.75668 -2.33984 -2.7612 -4.7 -3.77154 -0.252011 0.107845 0.155672 0.132885 0.0741505 0.180529 -0.0860208 1.27425\n", + " 80 5.736e-01 5.603e+01 5.946e-01 -- 3.483e+02 -- 0.254453 -0.362466 -1.4516 -1.75658 -2.33986 -2.76138 -4.45762 -3.76935 -0.251748 0.107647 0.157187 0.134499 0.0710198 0.184185 0.901147 1.267\n", + " 82 3.050e-01 5.070e+01 6.261e-01 -- 3.490e+02 -- 0.25448 -0.362483 -1.4516 -1.75645 -2.33989 -2.76144 -4.20194 -3.76751 -0.251481 0.107471 0.158475 0.136032 0.0683814 0.187492 0.910107 1.26066\n", + " 84 2.525e-01 4.649e+01 4.542e-01 -- 3.494e+02 -- 0.254511 -0.362499 -1.45161 -1.75631 -2.33995 -2.76134 -4.07732 -3.76602 -0.251239 0.107333 0.159592 0.137475 0.0662961 0.190508 0.913997 1.25501\n", + " 86 2.077e-01 4.317e+01 3.787e-01 -- 3.498e+02 -- 0.254544 -0.362513 -1.45163 -1.75617 -2.34003 -2.76113 -3.99339 -3.7648 -0.251017 0.107226 0.160556 0.138816 0.0646219 0.193263 0.917195 1.25003\n", + " 88 1.690e-01 4.054e+01 3.278e-01 -- 3.501e+02 -- 0.254579 -0.362526 -1.45164 -1.75602 -2.34015 -2.76083 -3.93087 -3.76381 -0.250811 0.107146 0.161384 0.140062 0.0632798 0.195783 0.92011 1.24565\n", + " 90 1.357e-01 3.844e+01 2.899e-01 -- 3.504e+02 -- 0.254615 -0.362538 -1.45165 -1.75588 -2.34028 -2.76046 -3.88172 -3.76302 -0.25062 0.107088 0.162091 0.141219 0.0622103 0.198094 0.922868 1.24181\n", + " 92 1.073e-01 3.979e+01 2.602e-01 -- 3.507e+02 -- 0.254653 -0.36255 -1.45167 -1.75573 -2.34044 -2.76004 -3.84172 -3.76239 -0.250443 0.107051 0.16269 0.142294 0.0613659 0.200217 0.925524 1.23844\n", + " 94 8.910e-02 4.379e+01 2.364e-01 -- 3.509e+02 -- 0.25469 -0.362561 -1.45169 -1.75559 -2.34061 -2.75957 -3.80836 -3.7619 -0.250278 0.10703 0.163195 0.143295 0.0607075 0.202171 0.928104 1.23549\n", + " 96 8.159e-02 4.824e+01 2.169e-01 -- 3.511e+02 -- 0.254729 -0.362572 -1.4517 -1.75545 -2.34079 -2.75908 -3.78005 -3.76152 -0.250125 0.107023 0.163616 0.144231 0.0602022 0.203972 0.930626 1.23291\n", + " 98 7.491e-02 5.321e+01 2.009e-01 -- 3.513e+02 -- 0.254767 -0.362582 -1.45172 -1.75531 -2.34099 -2.75856 -3.75567 -3.76124 -0.249983 0.107028 0.163963 0.145106 0.0598227 0.205636 0.933099 1.23064\n", + " 100 6.896e-02 5.877e+01 1.874e-01 -- 3.515e+02 -- 0.254805 -0.362593 -1.45174 -1.75518 -2.34119 -2.75803 -3.73444 -3.76104 -0.249849 0.107042 0.164245 0.145927 0.0595455 0.207177 0.935528 1.22866\n", + " 102 6.363e-02 6.501e+01 1.761e-01 -- 3.517e+02 -- 0.254843 -0.362603 -1.45176 -1.75505 -2.3414 -2.75749 -3.71578 -3.76092 -0.249724 0.107065 0.16447 0.1467 0.0593509 0.208605 0.937919 1.22691\n", + " 104 5.885e-02 7.201e+01 1.664e-01 -- 3.519e+02 -- 0.25488 -0.362613 -1.45178 -1.75493 -2.34162 -2.75695 -3.69927 -3.76085 -0.249607 0.107094 0.164646 0.14743 0.0592217 0.209933 0.940273 1.22537\n", + " 106 5.455e-02 7.989e+01 1.581e-01 -- 3.520e+02 -- 0.254916 -0.362622 -1.4518 -1.75482 -2.34183 -2.7564 -3.68456 -3.76083 -0.249496 0.107129 0.164779 0.148121 0.0591435 0.211168 0.942591 1.22401\n", + " 108 5.065e-02 8.875e+01 1.509e-01 -- 3.522e+02 -- 0.254952 -0.362632 -1.45182 -1.75471 -2.34205 -2.75586 -3.67139 -3.76085 -0.24939 0.107168 0.164876 0.148776 0.0591036 0.21232 0.944874 1.22279\n", + " 110 4.711e-02 9.874e+01 1.446e-01 -- 3.523e+02 -- 0.254988 -0.362641 -1.45184 -1.7546 -2.34226 -2.75533 -3.65956 -3.76091 -0.24929 0.10721 0.16494 0.149401 0.0590914 0.213396 0.947122 1.22169\n", + " 112 4.386e-02 1.100e+02 1.390e-01 -- 3.524e+02 -- 0.255022 -0.362651 -1.45186 -1.7545 -2.34248 -2.7548 -3.64889 -3.761 -0.249193 0.107255 0.164978 0.149997 0.0590972 0.214401 0.949333 1.22069\n", + " 114 4.086e-02 1.226e+02 1.340e-01 -- 3.526e+02 -- 0.255056 -0.36266 -1.45188 -1.75441 -2.34269 -2.75428 -3.63925 -3.76111 -0.249101 0.107302 0.164994 0.150567 0.0591131 0.215341 0.951506 1.21977\n", + " 116 3.807e-02 1.369e+02 1.295e-01 -- 3.527e+02 -- 0.255089 -0.362669 -1.4519 -1.75432 -2.3429 -2.75377 -3.63051 -3.76124 -0.24901 0.10735 0.164992 0.151115 0.0591318 0.216221 0.953639 1.21891\n", + " 118 3.543e-02 1.529e+02 1.253e-01 -- 3.528e+02 -- 0.255121 -0.362678 -1.45192 -1.75423 -2.3431 -2.75328 -3.62259 -3.76138 -0.248923 0.107399 0.164974 0.151642 0.0591471 0.217044 0.95573 1.21809\n", + " 120 3.292e-02 1.710e+02 1.213e-01 -- 3.530e+02 -- 0.255152 -0.362687 -1.45193 -1.75415 -2.3433 -2.7528 -3.61541 -3.76153 -0.248837 0.107449 0.164945 0.152149 0.0591535 0.217814 0.957773 1.2173\n", + " 122 3.110e-02 1.912e+02 1.176e-01 -- 3.531e+02 -- 0.255182 -0.362696 -1.45195 -1.75407 -2.34349 -2.75234 -3.60889 -3.76169 -0.248752 0.1075 0.164908 0.15264 0.0591462 0.218531 0.959768 1.21653\n", + " 124 3.007e-02 2.139e+02 1.139e-01 -- 3.532e+02 -- 0.255212 -0.362704 -1.45197 -1.754 -2.34368 -2.7519 -3.60297 -3.76186 -0.248668 0.107551 0.164864 0.153114 0.0591207 0.219197 0.961708 1.21577\n", + " 126 2.912e-02 2.393e+02 1.104e-01 -- 3.533e+02 -- 0.255241 -0.362713 -1.45199 -1.75393 -2.34386 -2.75147 -3.5976 -3.76202 -0.248584 0.107603 0.164817 0.153575 0.0590734 0.219814 0.963589 1.215\n", + " 128 2.825e-02 2.677e+02 1.069e-01 -- 3.534e+02 -- 0.255269 -0.362721 -1.45201 -1.75387 -2.34404 -2.75106 -3.59275 -3.76219 -0.2485 0.107655 0.164769 0.154022 0.0590009 0.220381 0.965407 1.21423\n", + " 130 2.746e-02 2.993e+02 1.034e-01 -- 3.535e+02 -- 0.255297 -0.362729 -1.45203 -1.75381 -2.34421 -2.75067 -3.58835 -3.76235 -0.248416 0.107708 0.164721 0.154457 0.0589 0.220898 0.967157 1.21345\n", + " 132 2.805e-02 3.345e+02 9.997e-02 -- 3.536e+02 -- 0.255324 -0.362737 -1.45205 -1.75375 -2.34437 -2.7503 -3.58439 -3.76251 -0.248331 0.107761 0.164676 0.154881 0.0587683 0.221364 0.968833 1.21265\n", + " 134 3.410e-02 3.735e+02 9.652e-02 -- 3.537e+02 -- 0.25535 -0.362745 -1.45207 -1.7537 -2.34453 -2.74995 -3.58082 -3.76266 -0.248245 0.107815 0.164635 0.155295 0.0586035 0.221779 0.970432 1.21184\n", + " 136 4.046e-02 4.168e+02 9.310e-02 -- 3.538e+02 -- 0.255376 -0.362753 -1.45208 -1.75365 -2.34469 -2.74962 -3.57761 -3.7628 -0.248158 0.10787 0.164599 0.1557 0.0584036 0.222141 0.97195 1.211\n", + " 138 4.708e-02 4.645e+02 8.971e-02 -- 3.539e+02 -- 0.255401 -0.36276 -1.4521 -1.7536 -2.34484 -2.74931 -3.57474 -3.76293 -0.248069 0.107925 0.164571 0.156096 0.0581673 0.222449 0.973382 1.21015\n", + " 140 5.391e-02 5.172e+02 8.638e-02 -- 3.540e+02 -- 0.255426 -0.362767 -1.45212 -1.75356 -2.34499 -2.74902 -3.57218 -3.76306 -0.247979 0.107983 0.16455 0.156484 0.0578935 0.222701 0.974726 1.20929\n", + " 142 6.088e-02 5.752e+02 8.313e-02 -- 3.541e+02 -- 0.25545 -0.362775 -1.45214 -1.75352 -2.34513 -2.74875 -3.56989 -3.76317 -0.247887 0.108041 0.164537 0.156864 0.0575814 0.222897 0.97598 1.2084\n", + " 144 6.792e-02 6.389e+02 7.999e-02 -- 3.541e+02 -- 0.255474 -0.362781 -1.45215 -1.75348 -2.34526 -2.74851 -3.56787 -3.76327 -0.247793 0.108101 0.164534 0.157238 0.0572308 0.223035 0.977144 1.20751\n", + " 146 7.496e-02 7.089e+02 7.699e-02 -- 3.542e+02 -- 0.255498 -0.362788 -1.45217 -1.75345 -2.3454 -2.74829 -3.56608 -3.76337 -0.247697 0.108163 0.164541 0.157606 0.0568421 0.223116 0.978218 1.20662\n", + " 148 8.194e-02 7.858e+02 7.415e-02 -- 3.543e+02 -- 0.255521 -0.362795 -1.45218 -1.75341 -2.34553 -2.74809 -3.56451 -3.76345 -0.247599 0.108227 0.164558 0.157967 0.0564161 0.22314 0.979203 1.20571\n", + " 150 8.877e-02 8.701e+02 7.150e-02 -- 3.544e+02 -- 0.255544 -0.362801 -1.4522 -1.75338 -2.34566 -2.74791 -3.56313 -3.76352 -0.247499 0.108292 0.164584 0.158323 0.0559538 0.223106 0.980101 1.20482\n", + " 152 9.539e-02 9.628e+02 6.905e-02 -- 3.544e+02 -- 0.255566 -0.362807 -1.45222 -1.75336 -2.34579 -2.74775 -3.56192 -3.76359 -0.247398 0.108359 0.16462 0.158673 0.0554571 0.223018 0.980916 1.20392\n", + " 154 1.017e-01 1.065e+03 6.682e-02 -- 3.545e+02 -- 0.255589 -0.362813 -1.45223 -1.75333 -2.34591 -2.74761 -3.56087 -3.76365 -0.247295 0.108428 0.164666 0.159017 0.0549281 0.222877 0.981651 1.20304\n", + " 156 1.077e-01 1.177e+03 6.480e-02 -- 3.546e+02 -- 0.255611 -0.362819 -1.45225 -1.75331 -2.34603 -2.74749 -3.55996 -3.76369 -0.247191 0.108499 0.164721 0.159357 0.0543694 0.222685 0.982311 1.20217\n", + " 158 1.132e-01 1.300e+03 6.299e-02 -- 3.546e+02 -- 0.255633 -0.362825 -1.45226 -1.75329 -2.34615 -2.74739 -3.55918 -3.76373 -0.247085 0.108571 0.164785 0.159691 0.0537841 0.222446 0.982901 1.20132\n", + " 160 1.182e-01 1.436e+03 6.139e-02 -- 3.547e+02 -- 0.255654 -0.36283 -1.45227 -1.75327 -2.34627 -2.74731 -3.55851 -3.76377 -0.246978 0.108645 0.164856 0.160019 0.0531753 0.222164 0.983425 1.20049\n", + " 162 1.227e-01 1.586e+03 6.000e-02 -- 3.547e+02 -- 0.255676 -0.362835 -1.45229 -1.75326 -2.34638 -2.74724 -3.55794 -3.76379 -0.246871 0.108719 0.164934 0.160342 0.0525467 0.221843 0.98389 1.19969\n", + " 164 1.266e-01 1.752e+03 5.878e-02 -- 3.548e+02 -- 0.255697 -0.36284 -1.4523 -1.75324 -2.34649 -2.74719 -3.55745 -3.76382 -0.246763 0.108795 0.165018 0.160659 0.0519018 0.221488 0.9843 1.19892\n", + " 166 1.299e-01 1.936e+03 5.774e-02 -- 3.549e+02 -- 0.255717 -0.362845 -1.45231 -1.75323 -2.3466 -2.74715 -3.55703 -3.76383 -0.246655 0.10887 0.165107 0.16097 0.0512446 0.221103 0.98466 1.19817\n", + " 167 8.335e-01 5.253e+05 1.229e+00 -- 3.561e+02 -- 0.255921 -0.362892 -1.45244 -1.75313 -2.34767 -2.74689 -3.55355 -3.76396 -0.245575 0.109632 0.166041 0.164016 0.0445881 0.217007 0.987818 1.19106\n", + " 169 4.967e-01 6.931e+04 9.078e-01 -- 3.570e+02 -- 0.256778 -0.363023 -1.45248 -1.75314 -2.34788 -2.74729 -3.55391 -3.76392 -0.240168 0.115356 0.168594 0.167645 0.0408715 0.213369 0.987598 1.19065\n", + " 171 3.048e-01 2.023e+05 2.339e-01 -- 3.572e+02 -- 0.257135 -0.363073 -1.4525 -1.75314 -2.348 -2.7475 -3.5541 -3.76389 -0.237882 0.117852 0.16997 0.169576 0.0388412 0.2114 0.98748 1.19042\n", + " 173 1.911e-01 2.661e+05 1.067e-01 -- 3.573e+02 -- 0.257299 -0.363094 -1.45251 -1.75314 -2.34807 -2.74763 -3.55422 -3.76388 -0.236811 0.118996 0.170757 0.170684 0.0376575 0.210262 0.987412 1.19029\n", + " 175 1.242e-01 3.120e+05 7.122e-02 -- 3.574e+02 -- 0.257367 -0.363102 -1.45252 -1.75313 -2.34811 -2.7477 -3.55428 -3.76387 -0.236362 0.119438 0.171223 0.171343 0.036938 0.209578 0.987372 1.19021\n", + " 177 8.518e-02 3.537e+05 6.017e-02 -- 3.575e+02 -- 0.257377 -0.363102 -1.45252 -1.75313 -2.34814 -2.74775 -3.55433 -3.76386 -0.236301 0.119504 0.171509 0.171751 0.0364794 0.209147 0.987347 1.19015\n", + " 178 8.968e+00 4.801e+09 1.203e+01 -- 3.454e+02 -- 0.25718 -0.363074 -1.45256 -1.7531 -2.34833 -2.74807 -3.55461 -3.76383 -0.236925 0.118229 0.173367 0.174411 0.0333719 0.206265 0.987183 1.18976\n", + " 181 2.164e+01 5.609e+09 1.234e+00 -- 3.467e+02 -- 0.254646 -0.363062 -1.45256 -1.7531 -2.34833 -2.74806 -3.55461 -3.76383 -0.215677 0.117722 0.173339 0.174333 0.0334359 0.206333 0.987186 1.18977\n", + " 184 5.483e+01 2.331e+10 1.652e+01 -- 3.302e+02 -- 0.252058 -0.363045 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.169015 0.117128 0.173323 0.174259 0.0334941 0.206388 0.987189 1.18977\n", + " 188 6.183e+01 1.828e+10 5.801e+00 -- 3.360e+02 -- 0.252061 -0.363046 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.178282 0.117142 0.173318 0.174255 0.0334983 0.206394 0.987189 1.18977\n", + " 192 5.885e+01 2.436e+10 3.844e+00 -- 3.321e+02 -- 0.253244 -0.363049 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.189305 0.117135 0.173312 0.174248 0.0335015 0.206395 0.987189 1.18977\n", + " 196 2.129e+01 1.929e+10 7.309e+00 -- 3.394e+02 -- 0.252685 -0.363051 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.200446 0.117182 0.173307 0.174242 0.0335052 0.206401 0.987189 1.18978\n", + " 200 2.206e+01 2.181e+10 2.023e+00 -- 3.374e+02 -- 0.253371 -0.363052 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.204712 0.117211 0.173302 0.174232 0.0335083 0.206402 0.987189 1.18978\n", + " 204 8.299e+01 5.939e+10 2.238e+01 -- 3.150e+02 -- 0.254665 -0.363051 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.200196 0.117131 0.173299 0.174226 0.0335125 0.206401 0.98719 1.18978\n", + " 208 9.303e+01 8.504e+10 5.484e+00 -- 3.095e+02 -- 0.255535 -0.363057 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.216811 0.117221 0.173291 0.174227 0.0335159 0.206403 0.98719 1.18978\n", + " 212 6.491e+01 2.077e+11 3.885e+01 -- 2.707e+02 -- 0.254951 -0.36305 -1.45256 -1.7531 -2.34833 -2.74806 -3.5546 -3.76383 -0.196641 0.117099 0.173292 0.174214 0.0335247 0.206409 0.987191 1.18978\n", + " 217 1.111e+02 2.167e+11 3.081e+00 -- 2.676e+02 -- 0.25519 -0.363051 -1.45256 -1.7531 -2.34832 -2.74806 -3.5546 -3.76383 -0.197918 0.117105 0.173291 0.174215 0.0335252 0.206409 0.987191 1.18978\n", + " 221 2.876e+02 9.255e+11 1.181e+02 -- 1.495e+02 -- 0.254392 -0.363043 -1.45256 -1.7531 -2.34832 -2.74805 -3.5546 -3.76383 -0.175939 0.116879 0.173293 0.174201 0.0335327 0.206419 0.987192 1.18978\n", + " 225 1.234e+00 2.500e+08 2.070e+02 -- 3.565e+02 -- 0.257392 -0.363058 -1.45256 -1.7531 -2.34832 -2.74805 -3.5546 -3.76383 -0.226547 0.117399 0.173269 0.174192 0.0335295 0.206406 0.987194 1.18978\n", + " 226 5.528e+01 1.532e+11 3.627e+02 -- -6.266e+00 -- 0.253834 -0.36252 -1.45253 -1.75307 -2.34805 -2.74748 -3.5541 -3.76389 0.0531025 0.0821288 0.169868 0.16878 0.0388404 0.211605 0.987527 1.19032\n", + " 229 7.686e+00 1.730e+09 3.323e+02 -- 3.261e+02 -- 0.255597 -0.362547 -1.45253 -1.75307 -2.34807 -2.7475 -3.55413 -3.76389 0.08246 0.0832204 0.170036 0.169033 0.0385988 0.211368 0.987512 1.19029\n", + " 232 3.732e+00 4.680e+08 1.751e+01 -- 3.436e+02 -- 0.257357 -0.362572 -1.45254 -1.75307 -2.34808 -2.74752 -3.55415 -3.76389 0.0887979 0.0841294 0.170166 0.169243 0.0384008 0.211174 0.987501 1.19027\n", + " 235 3.446e+00 2.036e+08 5.719e+00 -- 3.493e+02 -- 0.258519 -0.362592 -1.45254 -1.75307 -2.34808 -2.74754 -3.55416 -3.76388 0.0921117 0.0848699 0.17027 0.169411 0.03824 0.211016 0.987491 1.19026\n", + " 237 2.034e+00 1.556e+08 4.483e-02 -- 3.492e+02 -- 0.26605 -0.36276 -1.45254 -1.75309 -2.34815 -2.74769 -3.55429 -3.76387 0.123855 0.0911334 0.171129 0.170821 0.0369156 0.209732 0.987409 1.19012\n", + " 239 1.466e+00 1.245e+08 2.780e+00 -- 3.520e+02 -- 0.259943 -0.362627 -1.45254 -1.75308 -2.34809 -2.74756 -3.55417 -3.76388 0.0986618 0.085177 0.170356 0.169568 0.0381123 0.210889 0.987481 1.19024\n", + " 241 1.862e+00 2.649e+08 3.442e+00 -- 3.486e+02 -- 0.266437 -0.362754 -1.45254 -1.75309 -2.34814 -2.74767 -3.55427 -3.76387 0.113128 0.0899647 0.170998 0.17062 0.0371147 0.209918 0.987421 1.19014\n", + " 243 1.266e+01 1.952e+09 9.726e+00 -- 3.388e+02 -- 0.259641 -0.362639 -1.45253 -1.75308 -2.34809 -2.74755 -3.55417 -3.76388 0.0920617 0.0850623 0.170303 0.169498 0.038182 0.210959 0.987481 1.19025\n", + " 246 3.739e+00 6.376e+08 9.943e+00 -- 3.488e+02 -- 0.260555 -0.362649 -1.45254 -1.75308 -2.3481 -2.74756 -3.55418 -3.76388 0.103714 0.0855166 0.170377 0.169607 0.0380736 0.210855 0.987475 1.19024\n", + " 249 7.179e+00 2.798e+08 3.620e+00 -- 3.524e+02 -- 0.261275 -0.362658 -1.45254 -1.75308 -2.3481 -2.74757 -3.55419 -3.76388 0.107592 0.0858678 0.170432 0.169696 0.0379917 0.210774 0.987471 1.19023\n", + " 251 6.516e-01 1.445e+07 2.805e+00 -- 3.552e+02 -- 0.260815 -0.362722 -1.45254 -1.75308 -2.34813 -2.74765 -3.55425 -3.76387 0.184829 0.0886738 0.170854 0.170348 0.0373649 0.210209 0.987427 1.19017\n", + " 253 3.810e+00 2.052e+08 1.727e+00 -- 3.535e+02 -- 0.257283 -0.362714 -1.45254 -1.75308 -2.34812 -2.74764 -3.55423 -3.76387 0.172785 0.088281 0.17073 0.170156 0.0375437 0.210382 0.987434 1.19018\n", + " 255 3.064e+00 8.311e+06 1.177e+00 -- 3.547e+02 -- 0.258177 -0.36276 -1.45254 -1.75308 -2.34815 -2.74769 -3.55428 -3.76387 0.238623 0.0899565 0.171066 0.170674 0.0370633 0.209939 0.987402 1.19013\n", + " 257 7.394e+00 3.133e+09 1.172e+01 -- 3.429e+02 -- 0.254324 -0.362757 -1.45254 -1.75308 -2.34814 -2.74767 -3.55426 -3.76387 0.165501 0.0891934 0.170888 0.170414 0.0372912 0.210148 0.987412 1.19016\n", + " 259 4.577e+00 8.174e+09 2.129e+01 -- 3.217e+02 -- 0.25069 -0.36289 -1.45254 -1.7531 -2.34818 -2.74774 -3.55433 -3.76386 0.0431235 0.0911987 0.171302 0.171131 0.0366077 0.209486 0.987358 1.19009\n", + " 261 2.816e+00 1.095e+09 2.508e+01 -- 3.467e+02 -- 0.259954 -0.363017 -1.45255 -1.75311 -2.34824 -2.74786 -3.55443 -3.76385 0.0628627 0.0987668 0.171982 0.172358 0.0355272 0.20841 0.987296 1.18998\n", + " 263 8.570e+00 1.645e+09 2.114e+00 -- 3.489e+02 -- 0.252615 -0.362928 -1.45254 -1.7531 -2.3482 -2.74777 -3.55435 -3.76386 0.0451626 0.0945636 0.171419 0.171452 0.0363838 0.209263 0.987344 1.19006\n", + " 266 6.015e+00 7.015e+08 4.892e+00 -- 3.537e+02 -- 0.254279 -0.362935 -1.45254 -1.7531 -2.3482 -2.74777 -3.55435 -3.76386 0.041292 0.0948982 0.171457 0.171509 0.0363216 0.209197 0.987341 1.19006\n", + " 269 2.525e+01 1.168e+08 3.655e+00 -- 3.574e+02 -- 0.256735 -0.362939 -1.45254 -1.7531 -2.3482 -2.74777 -3.55436 -3.76386 0.0388082 0.0951206 0.171485 0.171557 0.0362756 0.209144 0.98734 1.19005\n", + " 271 1.208e+01 6.119e+09 1.521e+01 -- 3.422e+02 -- 0.257086 -0.362929 -1.45255 -1.7531 -2.34821 -2.7478 -3.55437 -3.76386 0.136783 0.0964349 0.171623 0.17166 0.0360846 0.209008 0.987331 1.19003\n", + " 273 6.524e+01 2.429e+09 1.264e+01 -- 3.548e+02 -- 0.249456 -0.36281 -1.45255 -1.75308 -2.34818 -2.74774 -3.55432 -3.76386 0.302002 0.0935984 0.171321 0.171267 0.0365623 0.209564 0.98736 1.19009\n", + " 277 8.104e+01 1.297e+10 5.058e+00 -- 3.498e+02 -- 0.248213 -0.362807 -1.45255 -1.75308 -2.34818 -2.74775 -3.55432 -3.76386 0.321703 0.0935769 0.171325 0.171264 0.0365626 0.209571 0.987359 1.19009\n", + " 282 2.328e+01 1.055e+10 1.358e+00 -- 3.511e+02 -- 0.248486 -0.362807 -1.45255 -1.75308 -2.34818 -2.74775 -3.55432 -3.76386 0.319096 0.0935799 0.171325 0.171264 0.0365624 0.20957 0.987359 1.19009\n", + " 286 6.803e+00 3.491e+09 3.884e+00 -- 3.550e+02 -- 0.249067 -0.362804 -1.45255 -1.75308 -2.34818 -2.74775 -3.55432 -3.76386 0.326525 0.0936242 0.171326 0.171261 0.0365618 0.209572 0.98736 1.19009\n", + " 291 6.563e+01 1.909e+09 6.548e-01 -- 3.557e+02 -- 0.249237 -0.362804 -1.45255 -1.75308 -2.34818 -2.74775 -3.55432 -3.76386 0.326513 0.0936243 0.171326 0.171261 0.0365619 0.209571 0.98736 1.19009\n", + " 295 2.097e+01 5.540e+08 7.801e-01 -- 3.565e+02 -- 0.249081 -0.362799 -1.45255 -1.75307 -2.34818 -2.74775 -3.55432 -3.76386 0.347942 0.093616 0.171332 0.171258 0.0365647 0.209579 0.98736 1.19009\n", + " 299 5.078e+01 2.673e+09 1.016e+00 -- 3.554e+02 -- 0.248981 -0.362802 -1.45255 -1.75307 -2.34818 -2.74775 -3.55432 -3.76386 0.340645 0.0934478 0.171333 0.171274 0.0365637 0.209578 0.98736 1.19009\n", + " 304 1.217e+02 6.839e+08 7.133e-01 -- 3.562e+02 -- 0.249232 -0.362802 -1.45255 -1.75307 -2.34818 -2.74775 -3.55432 -3.76386 0.338915 0.0934395 0.171333 0.171274 0.0365637 0.209577 0.98736 1.19009\n", + " 308 8.032e-01 2.458e+07 1.069e+00 -- 3.551e+02 -- 0.252232 -0.362801 -1.45255 -1.75308 -2.34818 -2.74774 -3.55432 -3.76386 0.297682 0.0932028 0.17133 0.171276 0.0365613 0.209559 0.987364 1.19009\n", + " 310 2.176e+00 1.190e+08 1.235e+00 -- 3.539e+02 -- 0.24778 -0.362787 -1.45255 -1.75307 -2.34817 -2.74773 -3.55431 -3.76386 0.321591 0.0922355 0.17126 0.171144 0.0366787 0.209695 0.987368 1.1901\n", + " 313 7.459e+00 1.929e+07 9.609e-01 -- 3.548e+02 -- 0.249155 -0.36279 -1.45255 -1.75307 -2.34817 -2.74774 -3.55432 -3.76386 0.314594 0.0923622 0.171282 0.171188 0.0366438 0.209658 0.987366 1.1901\n", + " 315 5.281e+00 2.205e+08 1.301e+00 -- 3.561e+02 -- 0.255257 -0.362875 -1.45254 -1.75309 -2.34819 -2.74775 -3.55434 -3.76386 0.0799459 0.0941447 0.171371 0.171431 0.0364087 0.209347 0.987352 1.19007\n", + " 318 4.407e+00 4.106e+07 1.134e+00 -- 3.572e+02 -- 0.256315 -0.362879 -1.45254 -1.75309 -2.3482 -2.74775 -3.55434 -3.76386 0.0757242 0.0943132 0.171389 0.17146 0.0363794 0.209314 0.987352 1.19007\n", + " 321 7.132e+00 7.906e+07 6.987e-01 -- 3.579e+02 -- 0.25764 -0.362879 -1.45254 -1.75309 -2.3482 -2.74775 -3.55434 -3.76386 0.0723873 0.0944535 0.171398 0.171474 0.0363617 0.209289 0.987352 1.19007\n", + " 324 7.614e+00 3.913e+07 3.547e-01 -- 3.576e+02 -- 0.258611 -0.362877 -1.45254 -1.75309 -2.3482 -2.74775 -3.55434 -3.76386 0.0775498 0.0944425 0.171402 0.17148 0.0363586 0.209281 0.987353 1.19007\n", + " 327 1.263e+00 4.729e+07 5.561e-01 -- 3.570e+02 -- 0.258918 -0.362873 -1.45254 -1.75309 -2.3482 -2.74775 -3.55434 -3.76386 0.0834542 0.0943921 0.171395 0.171469 0.0363714 0.20929 0.987354 1.19007\n", + " 330 1.910e+01 8.393e+07 7.689e-01 -- 3.578e+02 -- 0.258007 -0.362872 -1.45254 -1.75309 -2.34819 -2.74775 -3.55434 -3.76386 0.0845079 0.0943617 0.171384 0.171449 0.036389 0.20931 0.987354 1.19007\n", + " 333 2.525e+01 1.008e+08 2.575e-01 -- 3.581e+02 -- 0.258286 -0.362878 -1.45254 -1.75309 -2.3482 -2.74774 -3.55434 -3.76386 0.0683659 0.0944189 0.171376 0.171441 0.0363934 0.209307 0.987354 1.19007\n", + " 336 5.562e+00 5.143e+07 4.538e-01 -- 3.576e+02 -- 0.25833 -0.362872 -1.45254 -1.75309 -2.34819 -2.74775 -3.55434 -3.76386 0.0856295 0.0943039 0.171382 0.171444 0.036396 0.209312 0.987355 1.19007\n", + " 339 1.157e+01 9.557e+07 2.073e-01 -- 3.578e+02 -- 0.257744 -0.36287 -1.45254 -1.75309 -2.34819 -2.74775 -3.55434 -3.76386 0.0903926 0.0942372 0.171377 0.171435 0.0364077 0.209327 0.987355 1.19007\n", + " 342 1.068e+01 9.556e+08 3.223e+00 -- 3.546e+02 -- 0.260013 -0.36287 -1.45254 -1.75309 -2.34819 -2.74774 -3.55434 -3.76386 0.0799386 0.0943017 0.171369 0.171427 0.0364092 0.20932 0.987357 1.19007\n", + " 345 4.170e+01 1.886e+08 2.403e+00 -- 3.570e+02 -- 0.258928 -0.362866 -1.45254 -1.75309 -2.34819 -2.74774 -3.55433 -3.76386 0.0884755 0.0939485 0.171358 0.171408 0.0364383 0.209351 0.987358 1.19008\n", + " 348 2.879e+01 9.511e+07 1.296e+00 -- 3.583e+02 -- 0.258843 -0.362878 -1.45254 -1.75309 -2.34819 -2.74774 -3.55433 -3.76386 0.0515822 0.0941797 0.171336 0.171408 0.0364491 0.209351 0.987357 1.19008\n", + " 351 4.880e+01 1.238e+08 3.808e-01 -- 3.579e+02 -- 0.259089 -0.362884 -1.45254 -1.75309 -2.34819 -2.74774 -3.55434 -3.76386 0.0367321 0.0942631 0.171336 0.171434 0.0364398 0.209343 0.987356 1.19008\n", + " 354 1.177e+02 4.510e+08 6.040e-01 -- 3.573e+02 -- 0.259363 -0.362893 -1.45254 -1.7531 -2.34819 -2.74774 -3.55434 -3.76386 0.0188061 0.094653 0.171334 0.171438 0.0364246 0.209325 0.987355 1.19007\n", + " 357 1.797e+01 2.155e+08 1.342e+00 -- 3.586e+02 -- 0.259777 -0.362885 -1.45254 -1.7531 -2.34819 -2.74774 -3.55434 -3.76386 0.0409415 0.0945432 0.171355 0.171458 0.0364111 0.209306 0.987355 1.19007\n", + " 359 2.641e+04 1.751e+14 2.177e+03 -- -1.818e+03 -- 0.258935 -0.362902 -1.45254 -1.7531 -2.3482 -2.74773 -3.55433 -3.76386 -0.0326452 0.0965976 0.171306 0.171256 0.0364091 0.20932 0.987355 1.19007\n", + " 368 1.789e+04 2.368e+14 3.546e+02 -- -2.173e+03 -- 0.258935 -0.362902 -1.45254 -1.7531 -2.3482 -2.74773 -3.55433 -3.76386 -0.0326366 0.0965975 0.171306 0.171256 0.0364091 0.20932 0.987355 1.19007\n", + " 372 6.690e-01 1.850e+06 2.525e+03 -- 3.517e+02 -- 0.261935 -0.363089 -1.45251 -1.75324 -2.3482 -2.74767 -3.55432 -3.76386 -0.616453 0.0981103 0.170229 0.17144 0.0374651 0.209113 0.987434 1.19006\n", + " 374 6.163e-01 2.129e+05 2.479e+00 -- 3.542e+02 -- 0.258997 -0.363262 -1.45252 -1.75326 -2.34833 -2.7479 -3.55454 -3.76384 -0.578257 0.104674 0.17185 0.173716 0.0352143 0.206809 0.987308 1.18982\n", + " 376 5.913e-01 6.432e+05 1.228e+00 -- 3.554e+02 -- 0.256225 -0.363323 -1.45253 -1.75326 -2.3484 -2.74802 -3.55465 -3.76382 -0.542617 0.108165 0.172695 0.174865 0.0340199 0.205587 0.987244 1.18969\n", + " 378 5.514e-01 8.533e+05 7.479e-01 -- 3.561e+02 -- 0.254051 -0.363342 -1.45253 -1.75326 -2.34844 -2.74809 -3.55472 -3.76382 -0.510533 0.110241 0.173163 0.175487 0.0333382 0.204888 0.987208 1.18961\n", + " 380 5.180e-01 1.004e+06 4.971e-01 -- 3.566e+02 -- 0.25242 -0.363341 -1.45254 -1.75326 -2.34846 -2.74813 -3.55476 -3.76381 -0.482381 0.111475 0.17342 0.175814 0.0329481 0.204485 0.987189 1.18957\n", + " 382 4.902e-01 1.139e+06 3.585e-01 -- 3.570e+02 -- 0.25124 -0.36333 -1.45254 -1.75326 -2.34847 -2.74815 -3.55478 -3.76381 -0.457393 0.112191 0.173555 0.175975 0.0327287 0.204255 0.987179 1.18954\n", + " 384 4.537e-01 1.276e+06 2.752e-01 -- 3.573e+02 -- 0.250444 -0.363315 -1.45254 -1.75326 -2.34848 -2.74816 -3.55479 -3.76381 -0.434971 0.112595 0.173618 0.176038 0.0326106 0.204128 0.987175 1.18953\n", + " 386 4.177e-01 1.422e+06 2.177e-01 -- 3.575e+02 -- 0.249927 -0.363298 -1.45254 -1.75326 -2.34849 -2.74816 -3.55479 -3.76381 -0.415237 0.112771 0.173639 0.176044 0.0325551 0.204065 0.987174 1.18952\n", + " 388 3.997e-01 1.582e+06 1.784e-01 -- 3.577e+02 -- 0.249603 -0.36328 -1.45254 -1.75325 -2.34849 -2.74816 -3.55479 -3.76381 -0.397894 0.112831 0.173635 0.176017 0.0325368 0.20404 0.987175 1.18952\n", + " 390 3.521e-01 1.759e+06 1.541e-01 -- 3.578e+02 -- 0.24945 -0.363264 -1.45254 -1.75325 -2.34849 -2.74816 -3.55479 -3.76381 -0.381991 0.11281 0.173617 0.175973 0.0325408 0.204038 0.987177 1.18952\n", + " 392 2.781e-01 1.955e+06 1.294e-01 -- 3.580e+02 -- 0.249369 -0.363247 -1.45254 -1.75325 -2.34849 -2.74815 -3.55479 -3.76381 -0.368541 0.112703 0.17359 0.175916 0.0325603 0.204053 0.98718 1.18952\n", + " 394 3.503e-01 2.172e+06 1.069e-01 -- 3.581e+02 -- 0.249517 -0.363233 -1.45254 -1.75325 -2.34849 -2.74815 -3.55479 -3.76381 -0.35829 0.112607 0.173559 0.17586 0.0325849 0.204074 0.987183 1.18952\n", + " 396 2.380e-01 2.413e+06 1.111e-01 -- 3.582e+02 -- 0.249439 -0.363219 -1.45254 -1.75325 -2.34849 -2.74814 -3.55478 -3.76381 -0.345741 0.112463 0.173528 0.175799 0.0326152 0.204099 0.987186 1.18952\n", + " 398 2.527e-01 2.681e+06 9.063e-02 -- 3.583e+02 -- 0.249818 -0.363207 -1.45254 -1.75325 -2.34849 -2.74814 -3.55478 -3.76381 -0.337514 0.112322 0.173495 0.175737 0.0326474 0.204127 0.987189 1.18952\n", + " 400 1.574e-01 2.980e+06 8.735e-02 -- 3.583e+02 -- 0.24992 -0.363195 -1.45254 -1.75324 -2.34849 -2.74813 -3.55478 -3.76381 -0.328983 0.112124 0.17346 0.175677 0.0326852 0.204162 0.987193 1.18953\n", + " 402 4.787e-02 3.312e+06 7.415e-02 -- 3.584e+02 -- 0.250149 -0.363185 -1.45254 -1.75324 -2.34848 -2.74813 -3.55477 -3.76381 -0.323806 0.111956 0.173429 0.175624 0.0327188 0.204194 0.987196 1.18953\n", + " 404 1.565e-01 3.682e+06 6.319e-02 -- 3.585e+02 -- 0.250644 -0.363177 -1.45254 -1.75324 -2.34848 -2.74812 -3.55477 -3.76381 -0.322256 0.111821 0.173403 0.175576 0.0327469 0.204218 0.987198 1.18953\n", + " 406 1.014e-01 4.089e+06 7.156e-02 -- 3.586e+02 -- 0.250855 -0.363169 -1.45254 -1.75324 -2.34848 -2.74812 -3.55477 -3.76381 -0.317211 0.111743 0.17338 0.175533 0.0327711 0.20424 0.9872 1.18953\n", + " 408 6.026e-02 4.546e+06 6.444e-02 -- 3.586e+02 -- 0.250942 -0.363162 -1.45254 -1.75324 -2.34848 -2.74812 -3.55476 -3.76381 -0.313996 0.111664 0.173354 0.175484 0.032799 0.204265 0.987203 1.18954\n", + " 410 5.353e-02 5.051e+06 6.122e-02 -- 3.587e+02 -- 0.251214 -0.363156 -1.45254 -1.75324 -2.34848 -2.74811 -3.55476 -3.76381 -0.312103 0.111601 0.173334 0.175452 0.0328209 0.204283 0.987205 1.18954\n", + " 412 3.313e-01 5.616e+06 5.936e-02 -- 3.587e+02 -- 0.25132 -0.36315 -1.45254 -1.75324 -2.34848 -2.74811 -3.55476 -3.76381 -0.310433 0.111483 0.173315 0.175418 0.0328405 0.204302 0.987206 1.18954\n", + " 414 2.458e-01 6.221e+06 8.104e-02 -- 3.588e+02 -- 0.25152 -0.363144 -1.45254 -1.75324 -2.34848 -2.74811 -3.55476 -3.76381 -0.300149 0.111342 0.173305 0.175396 0.0328536 0.204313 0.987208 1.18954\n", + " 416 3.303e-01 6.940e+06 4.243e-02 -- 3.589e+02 -- 0.252529 -0.363141 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.307525 0.111245 0.173274 0.175347 0.0328886 0.204345 0.987211 1.18954\n", + " 418 2.732e-01 7.749e+06 7.538e-02 -- 3.589e+02 -- 0.251523 -0.363133 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.297369 0.111097 0.173256 0.175306 0.0329145 0.204372 0.987212 1.18955\n", + " 420 2.171e-01 8.619e+06 6.585e-02 -- 3.590e+02 -- 0.250986 -0.363128 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.289245 0.110957 0.173254 0.175304 0.0329193 0.204375 0.987213 1.18955\n", + " 422 1.367e-01 9.558e+06 6.498e-02 -- 3.591e+02 -- 0.25117 -0.363126 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.282965 0.110892 0.173251 0.175291 0.0329228 0.204377 0.987213 1.18955\n", + " 424 1.078e-01 1.065e+07 5.047e-02 -- 3.591e+02 -- 0.250283 -0.363121 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.279096 0.110663 0.173235 0.175263 0.0329452 0.204402 0.987215 1.18955\n", + " 426 6.572e-01 1.172e+07 3.144e-02 -- 3.592e+02 -- 0.249336 -0.363121 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.282104 0.11081 0.173244 0.175268 0.03293 0.204387 0.987213 1.18955\n", + " 428 5.054e-01 1.316e+07 7.386e-02 -- 3.592e+02 -- 0.249036 -0.36312 -1.45254 -1.75324 -2.34848 -2.74811 -3.55475 -3.76381 -0.263564 0.110889 0.173276 0.175312 0.0328876 0.204345 0.987211 1.18954\n", + " 430 1.710e+00 1.428e+07 5.282e-02 -- 3.593e+02 -- 0.249406 -0.363114 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.250243 0.110635 0.173257 0.175261 0.0329177 0.204379 0.987214 1.18955\n", + " 432 7.772e-01 1.655e+07 5.093e-02 -- 3.593e+02 -- 0.251439 -0.363115 -1.45254 -1.75324 -2.34847 -2.74809 -3.55474 -3.76381 -0.293033 0.1105 0.173206 0.175194 0.0329741 0.20443 0.987218 1.18955\n", + " 434 1.590e+00 1.724e+07 4.105e-02 -- 3.593e+02 -- 0.251114 -0.363123 -1.45254 -1.75324 -2.34848 -2.7481 -3.55475 -3.76381 -0.315808 0.11098 0.173234 0.175245 0.0329205 0.20438 0.987214 1.18955\n", + " 436 2.078e+00 1.442e+07 6.228e-02 -- 3.594e+02 -- 0.252467 -0.36312 -1.45254 -1.75324 -2.34848 -2.74811 -3.55476 -3.76381 -0.265603 0.111067 0.173304 0.17534 0.0328373 0.204281 0.987211 1.18954\n", + " 438 2.622e+00 2.092e+07 1.046e-01 -- 3.595e+02 -- 0.249064 -0.363089 -1.45254 -1.75323 -2.34847 -2.74809 -3.55474 -3.76381 -0.210422 0.109904 0.173201 0.175158 0.0330073 0.204453 0.987222 1.18955\n", + " 440 2.370e-01 2.398e+07 1.058e-01 -- 3.596e+02 -- 0.250133 -0.363091 -1.45254 -1.75324 -2.34847 -2.74808 -3.55473 -3.76381 -0.265588 0.109484 0.173108 0.175038 0.033125 0.204566 0.987227 1.18957\n", + " 442 6.561e-01 2.389e+07 2.821e-02 -- 3.595e+02 -- 0.247097 -0.363105 -1.45254 -1.75324 -2.34847 -2.74809 -3.55474 -3.76381 -0.271884 0.110528 0.173184 0.175113 0.033014 0.204456 0.987219 1.18955\n", + " 444 5.072e+00 5.109e+08 1.835e+00 -- 3.577e+02 -- 0.236997 -0.363105 -1.45255 -1.75323 -2.34848 -2.74811 -3.55476 -3.76381 -0.254045 0.11072 0.173288 0.175291 0.0328836 0.204367 0.987207 1.18954\n", + " 447 1.057e+01 4.593e+08 1.662e-01 -- 3.579e+02 -- 0.237886 -0.363111 -1.45255 -1.75323 -2.34848 -2.74812 -3.55476 -3.76381 -0.266931 0.110974 0.173303 0.175328 0.0328554 0.204341 0.987206 1.18954\n", + " 450 7.338e+01 1.668e+10 1.284e+01 -- 3.450e+02 -- 0.229947 -0.363104 -1.45255 -1.75323 -2.34848 -2.74812 -3.55476 -3.76381 -0.238724 0.11079 0.17333 0.175359 0.032836 0.204334 0.987203 1.18954\n", + " 454 1.669e+01 4.660e+07 1.379e+01 -- 3.588e+02 -- 0.232947 -0.363102 -1.45255 -1.75323 -2.34848 -2.74812 -3.55476 -3.76381 -0.221206 0.110782 0.173331 0.175354 0.0328338 0.204323 0.987204 1.18953\n", + " 457 6.736e+00 7.637e+07 8.954e-03 -- 3.588e+02 -- 0.236984 -0.363112 -1.45255 -1.75323 -2.34848 -2.74812 -3.55476 -3.76381 -0.258136 0.110966 0.173339 0.17538 0.0328089 0.204294 0.987203 1.18953\n", + " 460 6.471e+00 9.704e+06 4.604e-01 -- 3.593e+02 -- 0.236655 -0.363111 -1.45255 -1.75323 -2.34849 -2.74813 -3.55477 -3.76381 -0.240747 0.111111 0.173355 0.1754 0.0327882 0.204273 0.987202 1.18953\n", + " 463 8.613e+00 4.704e+07 4.115e-01 -- 3.597e+02 -- 0.237547 -0.36311 -1.45255 -1.75323 -2.34849 -2.74813 -3.55477 -3.76381 -0.225168 0.111183 0.173367 0.17542 0.032773 0.204255 0.987202 1.18953\n", + " 466 3.362e+00 7.507e+07 1.913e-01 -- 3.599e+02 -- 0.238404 -0.363107 -1.45255 -1.75323 -2.34849 -2.74813 -3.55477 -3.76381 -0.205775 0.111127 0.173375 0.175432 0.0327636 0.204245 0.987202 1.18953\n", + " 468 3.391e+01 6.069e+07 2.465e-01 -- 3.596e+02 -- 0.233164 -0.363093 -1.45255 -1.75323 -2.34849 -2.74813 -3.55477 -3.76381 -0.136596 0.111009 0.173402 0.175399 0.0327685 0.204241 0.987201 1.18953\n", + " 471 1.410e+02 2.370e+07 3.883e-01 -- 3.592e+02 -- 0.228233 -0.363082 -1.45255 -1.75323 -2.34849 -2.74813 -3.55477 -3.76381 -0.0902722 0.110874 0.173404 0.175393 0.0327806 0.204258 0.987201 1.18953\n", + " 472 4.001e+00 6.877e+07 5.523e+01 -- 3.040e+02 -- 0.144854 -0.360368 -1.4527 -1.75287 -2.34832 -2.74795 -3.55454 -3.76384 0.073615 0.0439555 0.174963 0.172283 0.0343795 0.20623 0.987592 1.18965\n", + " 474 4.449e+00 9.477e+04 4.908e+01 -- 3.531e+02 -- 0.178975 -0.361472 -1.45258 -1.7526 -2.34944 -2.74907 -3.55594 -3.76368 0.0676088 0.0602605 0.184173 0.186509 0.0206225 0.191289 0.986849 1.18821\n", + " 476 7.496e+00 1.443e+05 8.590e-01 -- 3.539e+02 -- 0.184083 -0.361709 -1.45256 -1.75266 -2.34954 -2.74923 -3.5561 -3.76366 0.0375291 0.0666604 0.184752 0.186797 0.01903 0.189498 0.986749 1.188\n", + " 478 2.779e+01 1.616e+05 4.958e-01 -- 3.544e+02 -- 0.188654 -0.361864 -1.45255 -1.75273 -2.34955 -2.74927 -3.55613 -3.76365 0.00939594 0.0715689 0.184457 0.186024 0.018875 0.189182 0.986725 1.18796\n", + " 480 1.441e+01 1.748e+05 3.655e-01 -- 3.548e+02 -- 0.192925 -0.361971 -1.45254 -1.7528 -2.34952 -2.74926 -3.55609 -3.76366 -0.0167118 0.075451 0.183801 0.184833 0.0193558 0.189523 0.986735 1.18799\n", + " 482 5.419e+00 1.903e+05 3.047e-01 -- 3.551e+02 -- 0.196991 -0.36205 -1.45252 -1.75286 -2.34949 -2.74921 -3.55603 -3.76366 -0.0407928 0.0786126 0.183025 0.183518 0.020092 0.190136 0.986762 1.18805\n", + " 484 3.210e+00 2.094e+05 2.684e-01 -- 3.554e+02 -- 0.20088 -0.36211 -1.45251 -1.75292 -2.34944 -2.74916 -3.55596 -3.76367 -0.0629001 0.081257 0.18224 0.182224 0.0208981 0.190834 0.986794 1.18811\n", + " 486 2.214e+00 2.319e+05 2.427e-01 -- 3.556e+02 -- 0.204623 -0.362158 -1.4525 -1.75296 -2.3494 -2.74911 -3.55589 -3.76368 -0.0830936 0.0835154 0.181498 0.181014 0.0216866 0.191527 0.986828 1.18818\n", + " 488 1.641e+00 2.576e+05 2.220e-01 -- 3.558e+02 -- 0.2082 -0.362199 -1.45249 -1.753 -2.34936 -2.74906 -3.55583 -3.76369 -0.101492 0.0854718 0.18082 0.179912 0.0224199 0.192178 0.986859 1.18824\n", + " 490 1.279e+00 2.867e+05 2.041e-01 -- 3.560e+02 -- 0.21159 -0.362234 -1.45249 -1.75303 -2.34933 -2.74901 -3.55577 -3.76369 -0.118149 0.0871837 0.18021 0.178923 0.0230854 0.192771 0.986888 1.1883\n", + " 492 1.019e+00 3.190e+05 1.889e-01 -- 3.562e+02 -- 0.214798 -0.362264 -1.45248 -1.75306 -2.3493 -2.74897 -3.55572 -3.7637 -0.133264 0.0886906 0.179665 0.178041 0.0236819 0.193305 0.986915 1.18835\n", + " 494 8.350e-01 3.550e+05 1.755e-01 -- 3.564e+02 -- 0.217839 -0.362291 -1.45247 -1.75309 -2.34927 -2.74893 -3.55567 -3.76371 -0.146847 0.0900198 0.179181 0.177257 0.024214 0.193782 0.986939 1.1884\n", + " 496 6.864e-01 3.949e+05 1.631e-01 -- 3.566e+02 -- 0.220677 -0.362314 -1.45247 -1.75311 -2.34924 -2.74889 -3.55563 -3.76371 -0.159109 0.0911918 0.178751 0.17656 0.0246885 0.19421 0.98696 1.18844\n", + " 498 5.835e-01 4.392e+05 1.520e-01 -- 3.567e+02 -- 0.223333 -0.362335 -1.45246 -1.75313 -2.34922 -2.74886 -3.55559 -3.76371 -0.17003 0.0922269 0.178367 0.175939 0.0251115 0.194591 0.986979 1.18847\n", + " 500 4.877e-01 4.884e+05 1.422e-01 -- 3.569e+02 -- 0.225803 -0.362354 -1.45246 -1.75314 -2.3492 -2.74883 -3.55556 -3.76372 -0.179951 0.0931396 0.178026 0.175387 0.0254897 0.194933 0.986996 1.18851\n", + "********************\n", + "0.248545 -0.362521 -1.45242 -1.75328 -2.34903 -2.74857 -3.55526 -3.76375 -0.267712 0.101175 0.174975 0.17046 0.0288768 0.198006 0.987152 1.18879\n", + "0.0326854 0.00121998 0.000396181 0.00485342 0.00441057 0.00846026 0.00173706 0.000198443 0.208668 0.0333017 0.0139548 0.0472137 0.0310511 0.0388547 0.00686236 0.00229119\n", + "21.6768 960.747 11500.2 1088.5 2531.9 1489.42 54226.9 488371 -1.74721 7.48018 -88.3148 -31.5201 -35.9069 149.822 -1498.85 -399.194\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nFvX/AViFdcVPEXmdAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10, color=\"black\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAggAAAFrCAYAAAC0dHEKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3X98lWX9x/HXBAR/o6gM/IXMH6Bf/NomFCK4TNEyppUp\nM/vmyB8ZWVhpVoqolZZZWlpKWmrQQbOvaaZm34JEMKHNX4CYjaEEDFNcqIEiO98/riGwe2MbO/e5\nz4/X8/E4jx3O7nNfn8HF9t51X9d1gyRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJklqZ\nAjS3eqxIsiBJktR5PWM89wLg+M3+vCHGtiRJUgbFGRA2AK/EeH5JkhST7WI898HAcmAJkAIOjLEt\nSZKUQSUxnfckYAfg70ApcBkwBDgcWB1Tm5IkKUPiCgit7QjUA98DftjG5we0PCRJUtesbHlkVJxz\nEDb3H+A54KA2Pjdg4MCBK1ascJGDJEnbYDkwnAyHhGwFhN7AYcBjbXxuwIoVK5g2bRpDhw7NUjmZ\nM2nSJG644Ya8bKs75+vqezt7fGeO6+iYrX0+m/9emWZfy+zx9rX22dcye3ycfe3555/nrLPO2ocw\nCp8XAeH7wAPAMmBvwhyEnYE723vD0KFDKS8vj6mc+PTt2zdrdWe6re6cr6vv7ezxnTmuo2O29vls\n/ntlmn0ts8fb19pnX8vs8XH3tbj0iOm8NcBXgEuAjwJLgU8RVjS0NgA4//zzz2fAgPychjBs2LC8\nbas75+vqezt7fGeO6+iY9j6fSqWorq7uVB25yL6W2ePta+2zr2X2+Lj62sqVK5k6dSrAVDI8gpCt\nSYpbUw7U1tbW5m3aVv6oqqrigQceSLoMFQH7mrKhrq6OiooKgAqgLpPnjnMfBEmSlKcMCCoq+Tzk\nq/xiX1O+MyCoqPhNW9liX1O+MyBIkqQIA4IkSYowIEiSpAgDgiRJijAgSJKkCAOCJEmKMCBIkqQI\nA4IkSYowIEiSpAgDgiRJijAgSJKkCAOCJEmKMCBIkqQIA4IkSYowIEiSpAgDgiRJijAgSJKkCAOC\nJEmKMCBIkqQIA4IkSYowIEiSpAgDgiRJijAgSJKkCAOCJEmKMCBIkqQIA4IkSYowIEiSpAgDgiRJ\nijAgSJKkCAOCJEmKMCBIkqQIA4IkSYowIEiSpAgDgiRJijAgSJKkCAOCJEmKMCBIkqQIA4IkSYrI\nRkC4FGgGfpiFtiRJUgbEHRCGA+cBzwLpmNuSJEkZEmdA2BmYBpwDvB5jO5IkKcPiDAg3Aw8CfwZK\nYmxHkiRlWM+YzjseOJJwiQG8vCBJUl6JIyDsB9wIHA+80/JaCY4iSJKUN+IICBXAXkDdZq/1AEYD\nE4HetDGiMGnSJPr27bvFa9XV1VRXV8dQoiRJ+SWVSpFKpbZ4rampKbb24vitfmdg/1Zt/AJ4Hvgu\nsKjV8eVAbW1tLeXl5TGUI0lSYaqrq6OiogLCL+d1HRzeJXGMILxJNAT8B1jdxuuSJCkHZWsnxTRO\nVJQkKW/EtYqhtQ9mqR1JkpQB3otBkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRF\nGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQ\nJElShAFBkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRFGBAkSVKEAUGSJEUYECRJ\nUoQBQZIkRRgQJElShAFBkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRFGBAkSVKE\nAUGSJEUYECRJUkRcAeEC4Bng3y2PucBJMbUlSZIyLK6AsAz4GlAOVAB/Bh4ADo+pPUmSlEE9Yzrv\ng63+fBlhVGEEsDCmNiVJUobEFRA21wP4JNAbmJ2F9iRJUjfFGRCGAU8QgsFa4HTgHzG2J0mSMiTO\nVQyLgSMIlxVuAmYQ5iRIkqQcF+cIwnpgScvzp4DhhHkI57Z18KRJk+jbt+8Wr1VXV1NdXR1jiZIk\n5YdUKkUqldritaamptjaK4ntzFF/ApYCn231ejlQW1tbS3m5AwySJHVWXV0dFRUVEFYM1mXy3HGN\nIFwDPERY7rgLMB44Fvh2TO1JkqQMiisg7AXcBQwgbJT0DHAiYT8ESZKU4+IKCOfEdF5JkpQF3otB\nkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIk\nRRgQJElShAFBkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRFGBAkSVKEAUGSJEUY\nECRJUoQBQZIkRRgQJElShAFBkiRFGBAkSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRFGBAk\nSVKEAUGSJEUYECRJUoQBQZIkRRgQJElShAFBkiRFGBAkSVKEAUGSFPHggzB+PNx1F6xdm3Q1SoIB\nQZL0nn/9C848E8aNg7o6+MxnYJ994KKLYPHipKtTNhkQJEmk05BKwWGHwaOPwi9/CS+8AC++COec\nA9OmwdChUFkZjnv77aQrVtziCghfB+YDa4BVwH3AITG1JUnqhn/+E6qqwsjBhz4EixbBWWdBSQkc\ndBB873vhmFQqHH/mmbDvvnDxxSFAqDDFFRDGAD8G3g+cAPQEHgV2jKk9SVIXNTfDLbeEUYO6Ovjt\nb2HGDNh77+ixvXuHOQmzZsHzz8OnPw233w6HHALHHw/33gvr12f9S1CM4goIHwbuAp4HngVqgP2B\n8pjakyR1wYsvwnHHwQUXhB/8CxfCKad07r1DhsAPfgDLl4dJjOvWwSc/CfvtB9/4BjQ0xFu7siNb\ncxD6tnxcnaX2JEltePdduO46OOIIWLYM/vQnmDoV+vbt+L2t7bBDGEl4/HF47rkQEn7yEygrgw9/\nOIxIvPtu5r8GZUc2AkIJ8ENgNrAoC+1JktrwzDPwgQ/ApZfCxInhh/pxx2Xm3P/1X/DjH4dRhdtu\ng9Wr4WMfgwMOgCuuCGFE+SUbAeEm4HCgOgttSZJaefttuPxyOOqo8PyJJ+D734cdY5gVttNOMGEC\nPPlkmNcwbly4HDFoUJgI+fvfw4YNmW9XmVcS8/l/DFQRJi2+1M4x5UDt6NGj6dtqjKu6uprqanOF\nJG2ruXPDMsV//AMuuyyMHmy/fXZreOONsALillvgqadg//1DTZ/9LAwcmN1a8lkqlSK1cSlJi6am\nJmbPng1QAdRlsr24AkIJIRycAlQC9Vs5thyora2tpbzcOYySlAlvvgnf/GYY9h8xIqw4OPzwZGtK\np+Fvf4Nbb920l0JVFZx/PpxwAmznzjxdVldXR0VFBcQQEOL657gZ+FTL4y2gtOXRJ6b2JEktHn00\nzAn42c/g+uthzpzkwwGEfRWGDw9zFFasgBtvDKspTjoJDj4Yrr0WVq1KukptFFdA+BywKzALWLHZ\n4/SY2pOkord6NdTUwIknhpUECxaELZJ79Ei6sqjddgsTJZ99NgSYY46BKVPCUskbbki6OkF8AWE7\noEfLx80fd8XUniQVtd/8Jmx4dN994Tf0//s/GDw46ao6VlICRx8Nd94ZRhVqauCSS8JujkqWV3wk\nKY+tXAmf+AScdlpYwrhoUZj8VxL3FPQY7LFHuOxw4IFhXkJzc9IVFTcDgiTloXQa7rgjjBo8/jjc\nc08YPcj3VQF9+oTVDo8/HiZWKjkGBEnKMw0NYZ5BTU1YBbBoUdjFMB9HDdrywQ/C2WeHSw2NjUlX\nU7wMCJKUJzZsgB/9KKxQeOEFePjhcO2+X7+kK8u8738fevYMkyyVDAOCJOWBRYtg9Gj40pfCToUL\nFoTlgYWqX7+wA+OMGfDII0lXU5wMCJKUw9Jp+N734H3vC8sYZ88Omx/tskvSlcXvrLPCraQvuADe\neivpaoqPAUGSctS6deGH5Ne+BpMmwdNPh/0CikVJSZiw2NgIV16ZdDXFx4AgSTmosREqK8PKhHvu\nge9+N8zwLzZlZTB5crjc8PTTSVdTXAwIkpRjnnkm3D/h5ZfhscfCCoVi9tWvwtChcO653gkymwwI\nkpRDHngARo2CPfeEefPCLZqLXa9eMHUq1NbCzTcnXU3xMCBIUg5Ip+G66+DUU8MeB7Nnw777Jl1V\n7hg5Ej73uXCHymXLkq6mOBgQJClh77wTtke+5BL4+tfh17+GnXZKuqrcc801YfXGhRcmXUlxMCBI\nUoJefTUs5Zs+HX75S/j2t2E7vzO3abfdwkZR998fJm8qXnZDSUrIokXw/vfD4sUwc2ZY0qit+8Qn\nYNy4MIqwZk3S1RQ2A4IkJeCRR8J19R13DJMRjz466YryQ0kJ3HQTNDWF+QiKjwFBkrIonQ47IZ58\nctg6ee5cGDQo6aryy/77w7e+FVY0/PWvSVdTuAwIkpQl69fDxInwxS+GnRHvv784tkyOw4UXQnk5\nnHde+HtV5hkQJCkLXn8dPvIR+NnPwuP666FHj6Sryl89eoS9ERYuDLssKvMMCJIUsxdfhA98AOrq\n4I9/hHPOSbqiwlBeHkZirrwSlixJuprCY0CQpBjNnBlWKpSUwJNPhvsrKHOuvBL22ivc8TGdTrqa\nwmJAkKSYTJ0KY8dCRQU88QQcdFDSFRWenXeGn/wEHn0UUqmkqyksBgRJyrANG+Cii+D888Mkuoce\ngt13T7qqwnXyyXD66eFyw+rVSVdTOAwIkpRBa9ZAVVVYynjTTWEpXq9eSVdV+G68MWxZfcklSVdS\nOAwIkpQhDQ1hw6PHHw+jBhMnJl1R8Sgthe9+F26/Hf7yl6SrKQwGBEnKgDlzYMQIWLs2bN4zdmzS\nFRWfc88Nt8o+/3x4++2kq8l/BgRJ6qa77oLjjoPDDgsrFYYOTbqi4rTddnDrrWHJ4zXXJF1N/jMg\nSNI2am4Ot2f+zGfCjZb++EfYc8+kqypuhx8e5iFcc024CZa2nQFBkrbBW2/BaaeF697XXQe33Qbb\nb590VYJwE6f99w+XGpqbk64mfxkQJKmLli2DY44JIwb33w9f/WrYCEm5YYcd4JZb4LHH4Be/SLqa\n/GVAkKQumDcvTEZcvTpMTBw3LumK1JYPfQj+53/g4ovhlVeSriY/GRAkqRM2bIAbboBjjw23Z543\nD444IumqtDXXXx8mLl50UdKV5CcDgiR1oK4u3E/hy18ON1qaORP690+6KnVkzz3DnR5/9Sv4wx+S\nrib/GBAkqR1vvglf+QoMHx526Zs7N+yQ2KdP0pWpsz796XC54YIL4D//Sbqa/GJAkKQ2/P73Ycnc\nT38K3/kO1NaGWzYrv5SUhH/DFSvCnR/VeQYESdrMypXhxj8f/SgMGQILFsDXvub9FPLZwQfD5ZeH\nOQnPPJN0NfnDgCBJhPXyt9wSdkGcNQumT4dHHoHBg5OuTJlw8cUh8J13Xphwqo4ZECQVvYULYfTo\ncJ36tNPCDnxnnuneBoVk++3DNszz5oVLDuqYAUFS0Vq7Fi67DN73PnjttXAXwNtugz32SLoyxWHj\njZy+8Q1YvjzpanKfAUFSUfrTn8I+BtddF7bmfeYZGDMm6aoUt2uvhZ12ggsvTLqS3GdAkFRUXn01\n3Fzp+ONhn31CMLjiCujdO+nKlA19+8KPfgT33Qe//W3S1eQ2A4KkopBOw513holqv/sd3H572PBo\nyJCkK1O2nXYanHwyfOELsGZN0tXkrjgDwhjgd8ByoBk4Jca2JKldL74YRgzOPhtOPDFMQpwwwUmI\nxaqkBG6+GV5/PcxBUdviDAg7Ak8BE1v+nI6xLUmKeOcd+Na3YNgwaGgIyxanT4e99066MiXtgAPg\n6qvhppvCygZFxRkQHgEmA17lkZR1jz8eVidMmQKTJoUNj048MemqlEu++MXQR847D9avT7qa3OMc\nBEkF5fXXw1K20aNhl13CjZauvRZ23DHpypRrevaEqVPhuefCnTq1JQOCpIKQTsPdd4edEFOpMHQ8\nZ463ZNbWVVSEkYQrroClS5OuJrf0TLoASequpUvh85+Hhx+Gj388LGPbZ5+kq1K+uPpq2HdfGDAg\n6UpyS84EhEmTJtG3b98tXquurqa6ujqhiiTlunffhRtvhMmTw+6H998PVVVJV6V8s/PO4bbeuS6V\nSpFKpbZ4rampKbb2srXIpxk4FXigjc+VA7W1tbWUl5dnqRxJ+SydDpMQv/SlsNHRhReG3wJ32SXp\nyqTsqquro6KiAqACqMvkueMcQdgJOHizPw8GjgReA5bF2K6kAvXCC2GZ4q9+BfX1cOSR8OSTcNRR\nSVcmFZ44A8Jw4M8tz9PAD1qe3wFMiLFdSQWksRFmzIBp06C2FnbdNeyEN3UqHHss9OiRdIVSYYoz\nIMzCVRKStsGaNWGv/OnTw02VevYMW+N+/evhY58+SVcoFb6cmaQoqbi98w784Q9hpOCBB2DdujBC\ncMstYcRg992TrlAqLgYESYlpboa5c8NIwT33wOrVYd+CK6+E6mrYb7+kK5SKlwFBUtYtXLhpsuFL\nL4UgcO658KlPhfsmSEqeAUFSVixfHnY4nD4dnn46XDL45CdDKDjmGNjOGUtSTjEgSIpNUxP85jch\nFMyaBdtvHzYymjIFTjoJevdOukJJ7TEgSMqot9+Ghx4KoeDBB8Pkw+OOg9tvD9sg77Zb0hVK6gwD\ngqRua26Gxx4LoeDee8PIQXk5fOc7MH48DByYdIWSusqAIGmbPftsCAWpFCxbBoMGwcSJYV7B0KFJ\nVyepOwwIUhHb/OYv69at46WXXuKAAw6gT8tORG3dMO3ll8Pqg+nTYcEC6NcPzjgjhIKRI6EkW3d4\nkRQrA4JUxDYPABtv+pJKpSI3Tlu9Olw6mDYNZs+GHXaAU06Ba66BE0+EXr2SqF5SnAwIUpFbunQp\nV111FY899hgAp59+OmPGjOGSS67guecOYPr0MOlwwwY44QS46y449VTvnCgVOgOCVKRWrVrF+PHj\nWbx4MY2NjS2vbkd9/SDq60dzxx27k07DkUeu57rrenHGGVBammjJkrLIgCAVoVWrVjFy5LE0NLwL\nHAF8DDgM+DgwEHiRdPoHwK94441mxo+fQ//+/ROsWFK2GRCkAvbvf0N9fXgsWbLp+dy5zaxbtxDY\neK/k9cBS4F5gGjD/vXPU18P48eOZOXNmtstv08ZLIvPnz2f9+vX06tWL4cOHM3nyZAYNGpR0eVLB\nMCBIeay5OWxh3DoAbHy+evWmY3fdFcrKoLT0LXr0uBd4DqgHlgDLgA3ttrN48WKWLl2a6A/gti+J\nBAsWLODhhx9myJAhzJgxw9GOPGTwyz0GBCnHrV0bfuC3FQAaGsJOhRCWF+6zTwgBw4aFVQZlZTB4\ncPi4xx7hmAkTLuStt37RpRoaGxu56qqr+PnPfx7DV9ixVatWcfTRR7NkyZJ2j2lsbKSxsZFRo0Yx\nZ46XRPKFwS93GRCkhKXT8K9/tR0AliyBFSs2HdunT/iBP3hwuJfB5gFg0KDw+Y7Mnz+/44My+L5M\nGD9+/FbDwebq6+tz6pKI2mfwy20GBCkL1q8PGwy1FQDq6+HNNzcdu9dem37of/CDm56HywPdv+vh\n+vXrs/q+7mpoaGDx4sVdek8uXBJRxwx+uc2AIGXImjXtB4CXXw77CAD06AEHHBB+4I8cGXYg3BgA\nDjwwzBWIU69t3NVoW9/XXVdffXVk6LkjSV8SUccMfrnPgCB1UnNzGO5vKwDU18Nrr206dpddNv3Q\nP+20LS8F7L8/9Ezwf97w4cNZsGBBl983YsSIGKrpWD5eElHHDH65z4AgbWbt2jDxr70JgW+/venY\njRMCDzsMxo3b8lJAv365e0+CyZMn8/DDD3fpm3NpaSmXX355jFW1L98uiahzciH4uXJi6wwIKirp\nNLz6avsTApcv33Rs795hyL+sDMaO3TIADBoU7keQjwYNGsSQIUO6FBCGDBmS2DfMfLskos5JMvi5\ncqJzDAgqeNdeC/PnbwoCb7yx6XP9+m36oT9mzKbngwfDwIHdnxCYq2bMmMGoUaOor6/v8NiysjLu\nvvvuLFTVtny7JKLOSSr4uXKi8wwIKnjPPRcmEI4YAdXVmwLA4MGw225JV5eM/v37M2fOnHZ/i4Jw\nWWHIkCHcfffd7L333glUGeTCJRGHojMvqeDnyon8Ug6ka2tr05Kyr6GhIV1TU5MuKytLA+mysrJ0\nTU1NuqGhIenS3lNZWZkGOv2orKzMSLuNjY3pysrKdGlpaZvtlJaWpisrK9ONjY0Zaa+YNDQ0tPv3\n2t6jtLS0W/1yyZIlWW8zbrW1tRtr3fIe7QXCgCDlgI3faHLx/2JjY+N7AaajR1lZWXrVqlUZaXPw\n4MGdbtOQ0HXZDn41NTVdam/jo6amJkNfcebFGRAK9AqrpEKy8ZJIZWUlpe3cc7q0tJTKykrmzp2b\nkUsi2zIUra6ZMWMGZWVlnTo2E3NhcmHlRD5xDoJUxFKpFKlUCoB169ZxyCGHcOmll9KnZc/m6upq\nqqurkyzxPf3792fmzJlZmQ/gJj7Zke25MC6Z7RoDglTEcikAdNagQYNi3yjHTXyyJ5vBzyWzXWNA\nkKRWHIrOvmwEP5fMdo1zECSpFYeiC9PkyZPbncPSniR3EU2aAUGSWinmoeilS5cyYcIEhg0bxpAh\nQxg2bBgTJkxg6dKlSZfWbRt3Ee2KJHcRTZqXGCSplWIcii6W7YfzaRfRpDmCIEmtFNtQ9Mbth2fN\nmtXu5MzGxkZmzZrFqFGjWLVqVZYrzJwklszmK0cQJKmVfLuhVXcV2/bD2Vw5kc8MCJLUhmIZii7m\nPR+ysXIin3mJQZLaUCxD0d3Z80GFzREESWpH0kPR2WjXPR/UHgOCJHUg20PR2VxR4J4Pao8BQZJy\nyMYVBVubNNjY2EhjYyOjRo1izpw53QoJxbzng7Yu7jkInwcagLXA34BjYm5PkvJatu8iOXz48G16\nXz7v+aDOiTMgnAH8ELgaOBKYDTwM7Bdjm5KUt7qzomBbFdueD+q8OAPCl4HbgJ8DLwAXAcuAC2Js\nU5LyVhIrCtx+WO2JKyBsD5QDj7Z6/VHg6JjalKS8ltSKghkzZlBWVtapY/N5zwd1TVwBYU+gB9B6\nP85XgK6NZUlSkUhqRUGx7PmgrnEVgyTliCRXFCS954NyT1wB4VVgA9B67U1/YGVbb5g0aRJ9+/bd\n4rXq6mqqq6tjKVCSck0u3EXS7YdzVyqVIpVKbfFaU1NTbO2VxHZm+CtQC0zc7LVFwH3ANzd7rRyo\nra2tpby8PMZyJCm3LV26lJEjR3ZpomJpaSlPPPGEv90Xqbq6OioqKgAqgLpMnjvOVQw/AM4BaoCh\nhCWP+wK3xNimJOUtVxQol8QZEO4BJgGTgacImyR9hLDUUZLUBlcUKFfEvZPiT4EDgT7AcODxmNuT\npLzmigLlClcxSFKOcUWBcoEBQZJylCsKlKS4LzFIkqQ8ZECQJEkRBgRJkhRhQJAkSREGBEmSFGFA\nkCRJEQYESZIUYUCQJEkRBgRJkhRhQJAkSREGBEmSFGFAkCRJEQYESZIUYUCQJEkRBgRJkhRhQJAk\nSREGBEmSFGFAkCRJEQYESZIUYUCQJEkRBgRJkhRhQJAkSREGBEmSFGFAkCRJEQYESZIUYUCQJEkR\nBgRJkhRhQJAkSREGBEmSFGFAkCRJEQYESZIUYUCQJEkRBgRJkhRhQJAkSREGBEmSFGFAkCRJEQYE\nSZIUYUCQJEkRBgRJkhQRV0D4JjAX+A/wekxtSF2WSqWSLkFFwr6mfBdXQOgF3A38JKbzS9vEb9rK\nFvua8l3PmM47peXj2TGdX5Ikxcg5CN2Uzd8SMt1Wd87X1fd29vjOHNfRMYX6m5t9LbPH29faZ1/L\n7PH52tcMCN3kf6TMHp+p/0ipVIqqqiqqqqoYO3Yshx56KGPHjmXevHlUVVXl5Td2+1pmj8/Xb9rZ\nYF/L7PH52te6colhCjC5g2OOAuq2pZDnn39+W96WuKamJurqtulLTryt7pyvq+/t7PGdOa6jY5qa\nmjj00EOZMmUKEPrWWWedxeTJk7n11lvfez1b/26ZYl/L7PGZ6mvtfT6b/16ZZl/L7PFx9rU4f3aW\ndOHYfi2PrXkJeHuzP58N/BDYfSvvGQDMB/bpQi2SJClYDgwHVmbypF0ZQXit5ZFpKwlf2IAYzi1J\nUqFbSYbDAcS3imF/YI+Wjz2A/yaMVrwIvNXG8bF8cZIkKbfcATS3PDZs9nFMgjVJkiRJkiRJkiRJ\nkiTtAswDngIWAF9IthwVsP2AWcBC4BngtESrUaG7D1gN/DrpQlSwPgosBv4OfDbhWmKxHdCn5fkO\nwBJgr+TKUQErBY5oeb4XsIzQ56Q4HEv4Bm5AUBx6Ai8QthHYmRAS9ujsm/Nlq+VmYF3L8x2B9Zv9\nWcqkRuDZluf/Ivx21+n/UFIX/QV4M+kiVLBGEEZDVxL62UPA2M6+OV8CAsBuhCHfl4EbgTeSLUdF\n4CjC/h3Lky5EkrbBQLb8/vVPurBrcT4FhH8TNlw6EJgIHJRsOSpw/YA7gfOSLkSStlG6O2+OKyCM\nAX5HSC7NwCltHPN5oAFYC/wNOGazz11ImJBYB/Rq9b5XCJPIjsxoxcpXcfS13sD/At8B/hpL1cpH\ncX1f69Y3cRW07va5FWw5YrAfOTAiehJwFXAq4YuqavX5Mwg3dZoAHEq4odMbhOLbsjewa8vzXQnX\niA/NbMnKU5nuayVACrgijmKV1zLd1zaqxEmKalt3+1xPwsTEgYTVgH9n6zdPzLq2vqgngZtbvbaI\n8BtbW8oJyfvplkdNJgtUwchEXzuGsC14HaHPPQUcnsEaVRgy0dcA/kAYFX2LsGKmIlMFquBsa58b\nR1jJ8CJwTmzVbaPWX9T2hFUIrYdKbiBcOpC2lX1N2WJfU7Zlvc8lMUlxT8IdHle1ev0Vwhp0KVPs\na8oW+5qyLfY+l0+rGCRJUpYkERBeJVzj7d/q9f6EzRykTLGvKVvsa8q22PtcEgHhHaCW6G5OJwBz\ns1+OCpiOpmIPAAAAj0lEQVR9TdliX1O25W2f24mwT8GRhIkVk1qeb1x6cTphaUYNMJSwNGMNHS8H\nklqzrylb7GvKtoLsc5WEL6aZMASy8fnPNzvmAsLmDuuA+Wy5uYPUWZXY15QdldjXlF2V2OckSZIk\nSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZIkSZKy5P8BomIQNxy53W4AAAAASUVO\nRK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "s, loc, scale = lognorm.fit(lag,loc=.01)\n", + "\n", + "xscale('log'); ylim(-1,5)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "plot(fqd,lognorm.pdf(fqd,s,loc,scale))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-noLFerrors-4368A.ipynb b/lag/data/clag_analysis-origbins-noLFerrors-4368A.ipynb new file mode 100644 index 0000000..a5bf876 --- /dev/null +++ b/lag/data/clag_analysis-origbins-noLFerrors-4368A.ipynb @@ -0,0 +1,868 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "from scipy.optimize import curve_fit\n", + "import numpy.fft\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/4368A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915, 0.62032418])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.361e-01 5.503e+01 inf -- -2.230e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.719e-01 5.459e+01 6.638e+01 -- -1.566e+02 -- 0.578708 0.567444 0.565767 0.565645 0.565269 0.564635 0.565645 0.563945\n", + " 3 3.383e+00 5.393e+01 6.562e+01 -- -9.097e+01 -- 0.185507 0.1439 0.132758 0.130601 0.130916 0.129667 0.131085 0.12865\n", + " 4 1.445e+00 5.277e+01 6.426e+01 -- -2.671e+01 -- -0.142659 -0.257806 -0.298121 -0.305924 -0.303305 -0.305147 -0.304059 -0.306574\n", + " 5 5.917e-01 5.083e+01 6.196e+01 -- 3.525e+01 -- -0.348804 -0.608981 -0.725147 -0.744945 -0.737788 -0.740133 -0.740511 -0.742464\n", + " 6 3.723e-01 4.792e+01 5.867e+01 -- 9.392e+01 -- -0.417419 -0.869413 -1.14636 -1.18533 -1.17119 -1.17501 -1.17867 -1.1784\n", + " 7 2.715e-01 4.436e+01 5.444e+01 -- 1.484e+02 -- -0.421165 -1.0235 -1.55636 -1.61922 -1.59707 -1.60795 -1.61745 -1.61028\n", + " 8 3.575e-01 4.073e+01 4.955e+01 -- 1.979e+02 -- -0.374308 -1.10343 -1.93497 -2.03239 -2.00811 -2.03747 -2.05653 -2.03339\n", + " 9 5.926e-01 3.677e+01 4.460e+01 -- 2.425e+02 -- -0.240503 -1.1527 -2.25517 -2.39911 -2.40429 -2.4649 -2.49991 -2.44956\n", + " 10 7.482e-01 3.119e+01 3.817e+01 -- 2.807e+02 -- -0.0979917 -1.17663 -2.4937 -2.68072 -2.78672 -2.88942 -2.95412 -2.86404\n", + " 11 1.685e+00 2.383e+01 2.855e+01 -- 3.092e+02 -- -0.0246695 -1.17354 -2.62135 -2.85109 -3.13126 -3.28381 -3.42245 -3.27294\n", + " 12 1.725e+00 1.552e+01 1.678e+01 -- 3.260e+02 -- 0.0169008 -1.15973 -2.6659 -2.93332 -3.39842 -3.56844 -3.89212 -3.66754\n", + " 13 4.932e-01 7.866e+00 6.878e+00 -- 3.329e+02 -- 0.0460619 -1.14068 -2.67864 -2.97196 -3.56721 -3.67273 -4.2811 -4.0398\n", + " 14 1.822e-01 2.994e+00 2.075e+00 -- 3.350e+02 -- 0.0687779 -1.12228 -2.6668 -2.98023 -3.66584 -3.7084 -4.35974 -4.38147\n", + " 15 4.696e-02 1.029e+00 5.962e-01 -- 3.356e+02 -- 0.0813069 -1.11484 -2.65366 -2.96318 -3.74202 -3.72746 -4.24095 -4.67811\n", + " 16 2.197e-02 3.378e-01 1.595e-01 -- 3.357e+02 -- 0.0842152 -1.11741 -2.64665 -2.94344 -3.80682 -3.72328 -4.23445 -4.89778\n", + " 17 1.076e-02 1.040e-01 2.591e-02 -- 3.357e+02 -- 0.0848765 -1.11851 -2.639 -2.93736 -3.84761 -3.73244 -4.19543 -5.00538\n", + " 18 2.514e-03 8.065e-02 3.505e-03 -- 3.357e+02 -- 0.0846132 -1.1201 -2.63699 -2.93391 -3.86186 -3.72437 -4.196 -5.05922\n", + " 19 3.048e-03 6.689e-02 4.875e-04 -- 3.357e+02 -- 0.0844096 -1.12043 -2.63505 -2.93301 -3.87157 -3.72842 -4.18689 -5.06117\n", + " 20 1.543e-03 4.977e-02 1.110e-04 -- 3.357e+02 -- 0.0843879 -1.12064 -2.63495 -2.93266 -3.87045 -3.72409 -4.18999 -5.0766\n", + " 21 1.622e-03 4.180e-02 4.688e-05 -- 3.357e+02 -- 0.084282 -1.1207 -2.63451 -2.93251 -3.87392 -3.72714 -4.1865 -5.06876\n", + "********************\n", + "0.084282 -1.1207 -2.63451 -2.93251 -3.87392 -3.72714 -4.1865 -5.06876\n", + "0.228004 0.210453 0.282191 0.221429 0.392762 0.234543 0.3158 0.979911\n", + "0.000969367 -0.000244794 -0.00155556 0.00155923 0.0136076 0.0418006 -0.0299347 -0.0115783\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.357e+02 3.353e+02 8.433e-02 3.123e-01 0.809 +++\n", + "+++ 3.357e+02 3.349e+02 8.433e-02 4.263e-01 1.68 +++\n", + "+++ 3.357e+02 3.351e+02 8.433e-02 3.693e-01 1.21 +++\n", + "+++ 3.357e+02 3.352e+02 8.433e-02 3.408e-01 1.01 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.357e+02 3.353e+02 -1.121e+00 -9.103e-01 0.833 +++\n", + "+++ 3.357e+02 3.349e+02 -1.121e+00 -8.050e-01 1.76 +++\n", + "+++ 3.357e+02 3.351e+02 -1.121e+00 -8.576e-01 1.26 +++\n", + "+++ 3.357e+02 3.352e+02 -1.121e+00 -8.839e-01 1.04 +++\n", + "+++ 3.357e+02 3.353e+02 -1.121e+00 -8.971e-01 0.933 +++\n", + "+++ 3.357e+02 3.353e+02 -1.121e+00 -8.905e-01 0.985 +++\n", + "+++ 3.357e+02 3.352e+02 -1.121e+00 -8.872e-01 1.01 +++\n", + "+++ 3.357e+02 3.352e+02 -1.121e+00 -8.889e-01 0.998 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.357e+02 3.353e+02 -2.635e+00 -2.352e+00 0.888 +++\n", + "+++ 3.357e+02 3.348e+02 -2.635e+00 -2.211e+00 1.91 +++\n", + "+++ 3.357e+02 3.351e+02 -2.635e+00 -2.282e+00 1.36 +++\n", + "+++ 3.357e+02 3.352e+02 -2.635e+00 -2.317e+00 1.11 +++\n", + "+++ 3.357e+02 3.352e+02 -2.635e+00 -2.335e+00 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.357e+02 3.353e+02 -2.933e+00 -2.711e+00 0.893 +++\n", + "+++ 3.357e+02 3.348e+02 -2.933e+00 -2.600e+00 1.98 +++\n", + "+++ 3.357e+02 3.351e+02 -2.933e+00 -2.656e+00 1.38 +++\n", + "+++ 3.357e+02 3.352e+02 -2.933e+00 -2.683e+00 1.13 +++\n", + "+++ 3.357e+02 3.352e+02 -2.933e+00 -2.697e+00 1.01 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.357e+02 3.356e+02 -3.872e+00 -3.676e+00 0.27 +++\n", + "+++ 3.357e+02 3.354e+02 -3.872e+00 -3.578e+00 0.656 +++\n", + "+++ 3.357e+02 3.353e+02 -3.872e+00 -3.529e+00 0.919 +++\n", + "+++ 3.357e+02 3.352e+02 -3.872e+00 -3.505e+00 1.07 +++\n", + "+++ 3.357e+02 3.352e+02 -3.872e+00 -3.517e+00 0.994 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.357e+02 3.356e+02 -3.725e+00 -3.608e+00 0.326 +++\n", + "+++ 3.357e+02 3.354e+02 -3.725e+00 -3.549e+00 0.747 +++\n", + "+++ 3.357e+02 3.352e+02 -3.725e+00 -3.520e+00 1.03 +++\n", + "+++ 3.357e+02 3.353e+02 -3.725e+00 -3.535e+00 0.881 +++\n", + "+++ 3.357e+02 3.353e+02 -3.725e+00 -3.527e+00 0.952 +++\n", + "+++ 3.357e+02 3.353e+02 -3.725e+00 -3.524e+00 0.989 +++\n", + "+++ 3.357e+02 3.352e+02 -3.725e+00 -3.522e+00 1.01 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.357e+02 3.356e+02 -4.189e+00 -4.030e+00 0.334 +++\n", + "+++ 3.357e+02 3.353e+02 -4.189e+00 -3.951e+00 0.82 +++\n", + "+++ 3.357e+02 3.352e+02 -4.189e+00 -3.912e+00 1.18 +++\n", + "+++ 3.357e+02 3.353e+02 -4.189e+00 -3.931e+00 0.987 +++\n", + "+++ 3.357e+02 3.352e+02 -4.189e+00 -3.922e+00 1.08 +++\n", + "+++ 3.357e+02 3.352e+02 -4.189e+00 -3.927e+00 1.03 +++\n", + "+++ 3.357e+02 3.352e+02 -4.189e+00 -3.929e+00 1.01 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.357e+02 3.355e+02 -5.077e+00 -4.580e+00 0.558 +++\n", + "+++ 3.357e+02 3.348e+02 -5.077e+00 -4.331e+00 1.79 +++\n", + "+++ 3.357e+02 3.352e+02 -5.077e+00 -4.456e+00 1.04 +++\n", + "+++ 3.357e+02 3.354e+02 -5.077e+00 -4.518e+00 0.777 +++\n", + "+++ 3.357e+02 3.353e+02 -5.077e+00 -4.487e+00 0.901 +++\n", + "+++ 3.357e+02 3.353e+02 -5.077e+00 -4.471e+00 0.971 +++\n", + "+++ 3.357e+02 3.352e+02 -5.077e+00 -4.463e+00 1.01 +++\n", + "********************\n", + "0.0843333 -1.12071 -2.63465 -2.93252 -3.87183 -3.72454 -4.18887 -5.07698\n", + "0.256503 0.231827 0.299857 0.235295 0.354897 0.202775 0.259869 0.613662\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.674e+03 1.067e+01 inf -- 3.891e+02 -- -0.107531 -0.949418 -2.21262 -2.52746 -3.30101 -3.40801 -4.17516 -6.83849 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 1.101e+02 1.211e+01 2.423e+00 -- 3.915e+02 -- -0.0911837 -0.911368 -2.19473 -2.50464 -3.26635 -3.36119 -4.17858 -6.53849 0.0224314 0.13674 0.236622 0.214641 0.153941 0.141456 0.0860925 -2.65496\n", + " 5 3.499e+02 1.345e+01 2.206e+00 -- 3.937e+02 -- -0.0745994 -0.879737 -2.17195 -2.48014 -3.23698 -3.32257 -4.18252 -6.83849 -0.0437031 0.16436 0.347414 0.307699 0.194659 0.170845 0.0713363 1.432\n", + " 7 5.441e+02 1.532e+01 2.037e+00 -- 3.958e+02 -- -0.0584518 -0.853102 -2.14774 -2.456 -3.21197 -3.29032 -4.1871 -7.13849 -0.100019 0.185908 0.435633 0.382521 0.226208 0.192552 0.0562607 1.59836\n", + " 9 1.849e+02 1.731e+01 1.886e+00 -- 3.977e+02 -- -0.0431336 -0.830436 -2.1241 -2.43328 -3.1906 -3.26311 -4.19225 -7.43849 -0.148048 0.203221 0.505675 0.442641 0.251144 0.209088 0.0403995 2.5906\n", + " 11 1.731e+04 1.942e+01 1.753e+00 -- 3.994e+02 -- -0.0288471 -0.810973 -2.10201 -2.41247 -3.17227 -3.23993 -4.19795 -7.73849 -0.189141 0.217465 0.561595 0.491159 0.271137 0.221974 0.0236847 0.232263\n", + " 13 6.528e+03 2.165e+01 1.632e+00 -- 4.011e+02 -- -0.0156722 -0.794137 -2.08185 -2.39369 -3.15646 -3.22006 -4.20417 -7.43849 -0.224437 0.229415 0.606654 0.53056 0.287329 0.232192 0.00612053 0.325107\n", + " 15 4.527e+02 2.400e+01 1.520e+00 -- 4.026e+02 -- -0.003614 -0.779481 -2.06369 -2.37687 -3.14277 -3.20293 -4.21087 -7.13849 -0.25488 0.239608 0.643331 0.562767 0.300521 0.240394 -0.0123632 1.71181\n", + " 17 2.052e+03 2.647e+01 1.426e+00 -- 4.040e+02 -- 0.00736587 -0.766656 -2.04744 -2.36188 -3.13087 -3.1881 -4.21799 -7.43849 -0.281243 0.248428 0.673473 0.58925 0.311289 0.247033 -0.0318346 -0.392158\n", + " 18 3.773e+00 5.593e+03 1.514e+00 -- 4.055e+02 -- 0.106995 -0.653906 -1.90262 -2.22854 -3.02717 -3.05917 -4.29289 -4.43849 -0.510384 0.325715 0.923411 0.807986 0.399154 0.301171 -0.237126 -1.01765\n", + " 20 2.849e+00 3.659e+03 5.484e+00 -- 4.110e+02 -- 0.107323 -0.654528 -1.90254 -2.23194 -3.02323 -3.064 -4.28509 -4.32949 -0.509195 0.328192 0.912135 0.803339 0.389116 0.289516 -0.32659 -0.962776\n", + " 22 1.486e+00 2.444e+03 3.340e+00 -- 4.143e+02 -- 0.108022 -0.654908 -1.90278 -2.23432 -3.01757 -3.06737 -4.25844 -4.25945 -0.507022 0.331633 0.909715 0.784568 0.370291 0.289219 -0.419626 -0.914908\n", + " 24 9.532e-01 1.559e+03 2.394e+00 -- 4.167e+02 -- 0.108513 -0.655239 -1.90317 -2.23664 -3.01314 -3.07039 -4.24064 -4.21341 -0.504547 0.334668 0.90699 0.766684 0.356598 0.288412 -0.48198 -0.887983\n", + " 25 1.060e+00 2.012e+02 1.863e+00 -- 4.149e+02 -- 0.112015 -0.658052 -1.90797 -2.25721 -2.98205 -3.09702 -4.14368 -3.91937 -0.477027 0.36146 0.872856 0.608912 0.263183 0.274467 -0.941403 -0.711503\n", + " 26 6.891e-01 5.834e+02 5.512e+00 -- 4.204e+02 -- 0.112132 -0.654668 -1.90638 -2.25379 -3.06056 -3.07914 -4.76266 -3.9152 -0.42166 0.404325 0.803237 0.671367 0.321541 0.247382 -1.93887 -0.377098\n", + " 28 4.161e-01 2.170e+02 1.164e+00 -- 4.215e+02 -- 0.111002 -0.655061 -1.90694 -2.25331 -3.04803 -3.07818 -4.87251 -3.9149 -0.433955 0.397673 0.809209 0.653739 0.311798 0.264429 -1.87993 -0.373049\n", + " 30 4.034e-01 1.252e+02 5.089e-01 -- 4.221e+02 -- 0.110361 -0.655324 -1.90727 -2.253 -3.04023 -3.0776 -4.95911 -3.91453 -0.440907 0.393109 0.812583 0.641828 0.30727 0.275431 -1.81241 -0.369329\n", + " 32 4.173e-01 1.421e+02 2.508e-01 -- 4.223e+02 -- 0.109998 -0.655506 -1.90746 -2.25281 -3.03521 -3.07721 -5.02214 -3.91419 -0.44479 0.38991 0.814296 0.633472 0.305273 0.282683 -1.7393 -0.365774\n", + " 33 2.844e+01 4.813e+05 3.489e+01 -- 3.874e+02 -- 0.108249 -0.656743 -1.90855 -2.25163 -3.003 -3.0745 -5.3963 -3.91113 -0.462731 0.368115 0.820327 0.574151 0.299794 0.329367 -1.01341 -0.331703\n", + " 36 1.265e+01 2.320e+05 1.439e+01 -- 4.018e+02 -- 0.109865 -0.656548 -1.90848 -2.25209 -3.0047 -3.07472 -5.3663 -3.91105 -0.437958 0.375118 0.819209 0.579752 0.302019 0.324713 -1.30159 -0.331943\n", + " 39 6.733e+00 1.667e+05 5.585e+00 -- 4.074e+02 -- 0.111231 -0.65638 -1.90842 -2.25246 -3.00615 -3.0749 -5.3363 -3.91099 -0.420135 0.380536 0.818248 0.584365 0.30392 0.320786 -1.46618 -0.33213\n", + " 42 3.976e+00 1.333e+05 3.474e+00 -- 4.109e+02 -- 0.112481 -0.65623 -1.90836 -2.25279 -3.00744 -3.07507 -5.3063 -3.91093 -0.405052 0.385134 0.817406 0.588389 0.305606 0.31735 -1.56491 -0.332295\n", + " 45 3.037e+00 1.091e+05 2.625e+00 -- 4.135e+02 -- 0.113648 -0.656095 -1.90831 -2.25307 -3.00859 -3.07521 -5.2763 -3.91087 -0.391718 0.389141 0.816665 0.591957 0.307115 0.314316 -1.62712 -0.332443\n", + " 47 5.206e+00 2.332e+06 1.467e+00 -- 4.120e+02 -- 0.124504 -0.654874 -1.90786 -2.25555 -3.0188 -3.07651 -4.9763 -3.91038 -0.272749 0.424266 0.810137 0.623655 0.320604 0.287511 -2.03571 -0.33378\n", + " 49 3.404e+00 4.336e+05 5.127e+00 -- 4.171e+02 -- 0.114992 -0.655304 -1.90798 -2.25475 -3.01557 -3.07613 -5.08623 -3.9105 -0.414737 0.410238 0.811866 0.611592 0.316059 0.295817 -2.07572 -0.333075\n", + " 51 2.831e+00 3.964e+04 3.716e+00 -- 4.209e+02 -- 0.120998 -0.654743 -1.90782 -2.25581 -3.01975 -3.07664 -4.90259 -3.91033 -0.273559 0.428183 0.809505 0.62668 0.3219 0.284945 -1.99017 -0.333892\n", + " 53 9.648e-01 6.528e+03 2.044e+00 -- 4.229e+02 -- 0.111438 -0.655357 -1.90801 -2.25473 -3.01525 -3.07606 -5.0328 -3.91052 -0.350991 0.411981 0.811898 0.611992 0.315981 0.296109 -2.02358 -0.332869\n", + " 55 6.664e-01 4.533e+03 5.395e-01 -- 4.234e+02 -- 0.115342 -0.655005 -1.90788 -2.25535 -3.01813 -3.07641 -4.91958 -3.91037 -0.317126 0.420377 0.810122 0.620816 0.319972 0.288893 -1.97289 -0.333205\n", + " 57 1.352e-01 5.078e+03 2.047e-01 -- 4.236e+02 -- 0.113136 -0.655183 -1.90793 -2.25501 -3.01693 -3.07625 -4.95555 -3.91041 -0.338259 0.415156 0.810681 0.616936 0.318597 0.291917 -1.97334 -0.332782\n", + " 58 4.391e+00 1.231e+05 9.307e+00 -- 4.143e+02 -- 0.121374 -0.654363 -1.90751 -2.25625 -3.02524 -3.0772 -4.67748 -3.90983 -0.292538 0.427891 0.804793 0.639809 0.331433 0.271874 -1.8091 -0.332351\n", + " 60 7.456e-01 3.599e+03 8.350e+00 -- 4.227e+02 -- 0.106032 -0.655512 -1.90793 -2.25425 -3.01553 -3.07594 -4.84676 -3.91027 -0.421005 0.399168 0.809729 0.61079 0.31849 0.294571 -1.79863 -0.330294\n", + " 62 1.392e-01 2.951e+03 7.707e-01 -- 4.235e+02 -- 0.109207 -0.655134 -1.90775 -2.25492 -3.01931 -3.07641 -4.74803 -3.91008 -0.389616 0.408214 0.807266 0.62061 0.323572 0.285397 -1.79761 -0.330504\n", + " 64 4.741e-02 3.163e+03 7.625e-02 -- 4.235e+02 -- 0.109031 -0.655208 -1.90776 -2.25473 -3.01888 -3.07633 -4.75697 -3.91007 -0.39504 0.405859 0.807295 0.619007 0.323289 0.286476 -1.78732 -0.330095\n", + " 65 7.877e-01 1.498e+04 9.182e-01 -- 4.245e+02 -- 0.112757 -0.655181 -1.90757 -2.25427 -3.02158 -3.07653 -4.69927 -3.9097 -0.391127 0.400991 0.803725 0.621415 0.329113 0.280586 -1.7026 -0.327321\n", + " 67 7.769e-01 7.591e+03 8.463e-03 -- 4.245e+02 -- 0.111405 -0.655282 -1.9076 -2.25407 -3.02073 -3.07642 -4.71485 -3.90973 -0.421937 0.397325 0.804142 0.618422 0.327917 0.282676 -1.69714 -0.327119\n", + " 69 8.439e-01 1.220e+04 6.394e-03 -- 4.245e+02 -- 0.112447 -0.655184 -1.90757 -2.25426 -3.02159 -3.07653 -4.69823 -3.9097 -0.389155 0.400927 0.803682 0.621315 0.329157 0.280545 -1.70166 -0.327268\n", + " 71 8.438e-01 1.705e+03 1.926e-02 -- 4.244e+02 -- 0.111092 -0.655286 -1.9076 -2.25405 -3.02073 -3.07642 -4.71408 -3.90973 -0.421995 0.397181 0.804108 0.618265 0.327936 0.282675 -1.69617 -0.327066\n", + " 73 9.456e-01 3.856e+03 3.704e-02 -- 4.244e+02 -- 0.112145 -0.655184 -1.90756 -2.25425 -3.02163 -3.07653 -4.69678 -3.90969 -0.386386 0.40098 0.80363 0.621306 0.329229 0.280449 -1.70102 -0.327224\n", + " 75 9.484e-01 1.219e+04 5.405e-02 -- 4.243e+02 -- 0.110702 -0.655293 -1.9076 -2.25403 -3.0207 -3.07642 -4.71375 -3.90972 -0.422922 0.396955 0.804089 0.618033 0.327915 0.282736 -1.69523 -0.327011\n", + " 77 1.088e+00 1.133e+04 7.281e-02 -- 4.243e+02 -- 0.111809 -0.655182 -1.90756 -2.25425 -3.02168 -3.07654 -4.69489 -3.90969 -0.382814 0.401142 0.803569 0.621375 0.329327 0.280303 -1.70068 -0.327188\n", + " 79 1.081e+00 3.236e+04 9.055e-02 -- 4.242e+02 -- 0.110185 -0.655303 -1.9076 -2.25401 -3.02065 -3.07641 -4.71376 -3.90972 -0.424473 0.396658 0.804084 0.61773 0.327857 0.282854 -1.69434 -0.326954\n", + " 81 1.256e+00 3.127e+04 1.020e-01 -- 4.241e+02 -- 0.1114 -0.655177 -1.90756 -2.25426 -3.02175 -3.07655 -4.69255 -3.90968 -0.378605 0.401398 0.803501 0.621505 0.329444 0.280115 -1.70061 -0.327157\n", + " 83 1.218e+00 5.401e+04 1.109e-01 -- 4.240e+02 -- 0.1095 -0.655315 -1.9076 -2.25398 -3.02057 -3.0764 -4.71391 -3.90972 -0.426174 0.396317 0.804088 0.61737 0.32777 0.283014 -1.69355 -0.326894\n", + " 85 1.416e+00 4.823e+04 1.019e-01 -- 4.239e+02 -- 0.11089 -0.655173 -1.90755 -2.25427 -3.02182 -3.07655 -4.68987 -3.90967 -0.374267 0.401708 0.803429 0.621658 0.329569 0.279907 -1.70078 -0.327127\n", + " 87 1.324e+00 6.691e+04 9.205e-02 -- 4.238e+02 -- 0.108647 -0.655329 -1.9076 -2.25396 -3.02049 -3.07639 -4.71389 -3.90972 -0.427257 0.39599 0.804093 0.616994 0.327674 0.283184 -1.69292 -0.326831\n", + " 89 1.518e+00 5.336e+04 5.901e-02 -- 4.237e+02 -- 0.110282 -0.655169 -1.90755 -2.25427 -3.02188 -3.07656 -4.68711 -3.90967 -0.370691 0.401992 0.803358 0.621766 0.329676 0.279722 -1.70104 -0.32709\n", + " 91 1.363e+00 6.464e+04 3.320e-02 -- 4.237e+02 -- 0.107719 -0.655341 -1.9076 -2.25393 -3.02043 -3.07638 -4.71329 -3.90972 -0.426953 0.395764 0.804086 0.616671 0.327601 0.283309 -1.69252 -0.326767\n", + " 93 1.526e+00 4.562e+04 6.692e-03 -- 4.237e+02 -- 0.109628 -0.65517 -1.90755 -2.25427 -3.02191 -3.07656 -4.6847 -3.90966 -0.368773 0.402148 0.8033 0.621751 0.329738 0.279613 -1.70118 -0.327043\n", + " 95 1.323e+00 5.120e+04 3.216e-02 -- 4.237e+02 -- 0.106898 -0.655349 -1.9076 -2.25392 -3.0204 -3.07637 -4.71179 -3.90972 -0.425043 0.395712 0.804056 0.616471 0.327583 0.283338 -1.69238 -0.326705\n", + " 97 1.445e+00 3.175e+04 5.704e-02 -- 4.238e+02 -- 0.109016 -0.655177 -1.90754 -2.25426 -3.0219 -3.07656 -4.68302 -3.90966 -0.368792 0.402111 0.80326 0.621574 0.329739 0.27961 -1.70101 -0.326981\n", + " 99 1.229e+00 3.515e+04 6.982e-02 -- 4.239e+02 -- 0.106338 -0.655353 -1.9076 -2.25391 -3.02041 -3.07637 -4.70944 -3.90972 -0.4221 0.395834 0.804 0.616416 0.327632 0.283254 -1.69235 -0.326647\n", + " 101 1.319e+00 1.840e+04 7.455e-02 -- 4.239e+02 -- 0.108527 -0.655187 -1.90754 -2.25424 -3.02185 -3.07655 -4.68208 -3.90966 -0.370206 0.401903 0.803237 0.621265 0.329691 0.279697 -1.70044 -0.326907\n", + " 103 1.120e+00 2.184e+04 7.530e-02 -- 4.240e+02 -- 0.106072 -0.655352 -1.9076 -2.25391 -3.02046 -3.07638 -4.70665 -3.90971 -0.41905 0.396056 0.803924 0.616461 0.327731 0.283092 -1.69227 -0.326593\n", + " 105 1.194e+00 8.302e+03 6.817e-02 -- 4.241e+02 -- 0.108199 -0.655199 -1.90755 -2.25421 -3.02179 -3.07654 -4.68162 -3.90966 -0.372137 0.401611 0.80322 0.620907 0.329627 0.279821 -1.69955 -0.326829\n", + " 107 1.025e+00 1.258e+04 6.301e-02 -- 4.241e+02 -- 0.106023 -0.655349 -1.90759 -2.25392 -3.02053 -3.07638 -4.70391 -3.9097 -0.41658 0.396283 0.803843 0.616536 0.327848 0.282906 -1.69203 -0.326541\n", + " 109 1.099e+00 1.871e+03 5.223e-02 -- 4.242e+02 -- 0.108019 -0.655211 -1.90755 -2.25419 -3.02173 -3.07653 -4.6813 -3.90966 -0.37389 0.401324 0.803202 0.620571 0.329573 0.279934 -1.69853 -0.326753\n", + " 111 9.609e-01 7.026e+03 4.523e-02 -- 4.242e+02 -- 0.106089 -0.655347 -1.90759 -2.25392 -3.02058 -3.07639 -4.70155 -3.9097 -0.414971 0.396455 0.803767 0.616587 0.327956 0.28274 -1.69159 -0.326489\n", + " 113 1.043e+00 2.556e+03 3.426e-02 -- 4.243e+02 -- 0.107944 -0.655219 -1.90755 -2.25416 -3.02169 -3.07653 -4.68086 -3.90965 -0.375095 0.401096 0.803178 0.6203 0.329543 0.280008 -1.69752 -0.326683\n", + " 115 9.324e-01 4.787e+03 2.670e-02 -- 4.243e+02 -- 0.106189 -0.655346 -1.90759 -2.25391 -3.02063 -3.07639 -4.69965 -3.90969 -0.414229 0.396547 0.803702 0.616588 0.32804 0.282617 -1.69102 -0.326437\n", + " 117 1.029e+00 3.041e+03 1.600e-02 -- 4.243e+02 -- 0.107925 -0.655226 -1.90755 -2.25415 -3.02167 -3.07652 -4.6802 -3.90965 -0.375607 0.400949 0.803146 0.620104 0.32954 0.280036 -1.69661 -0.326621\n", + " 119 9.381e-01 5.862e+03 7.637e-03 -- 4.243e+02 -- 0.106265 -0.655346 -1.90758 -2.2539 -3.02065 -3.07639 -4.69822 -3.90969 -0.414257 0.396559 0.803649 0.616532 0.328095 0.282542 -1.69035 -0.326385\n", + " 121 1.053e+00 1.792e+03 3.136e-03 -- 4.243e+02 -- 0.107922 -0.655229 -1.90754 -2.25413 -3.02167 -3.07652 -4.67926 -3.90965 -0.375397 0.400887 0.803107 0.619981 0.329563 0.280018 -1.69585 -0.326566\n", + " 123 9.747e-01 1.055e+04 1.263e-02 -- 4.243e+02 -- 0.106279 -0.655349 -1.90758 -2.25389 -3.02065 -3.07639 -4.69719 -3.90968 -0.414927 0.396498 0.803609 0.616418 0.328121 0.282516 -1.68965 -0.326333\n", + " 125 1.111e+00 5.278e+03 2.340e-02 -- 4.243e+02 -- 0.107901 -0.655231 -1.90754 -2.25413 -3.02169 -3.07652 -4.67804 -3.90964 -0.374485 0.400906 0.803062 0.619925 0.329608 0.279959 -1.69529 -0.326518\n", + " 127 1.036e+00 1.896e+04 3.343e-02 -- 4.242e+02 -- 0.106203 -0.655354 -1.90758 -2.25388 -3.02064 -3.07639 -4.69648 -3.90968 -0.416081 0.396375 0.80358 0.616251 0.328119 0.282535 -1.68894 -0.32628\n", + " 129 1.195e+00 1.424e+04 4.252e-02 -- 4.242e+02 -- 0.107834 -0.655231 -1.90754 -2.25412 -3.02172 -3.07652 -4.67654 -3.90964 -0.372961 0.400999 0.803011 0.619921 0.32967 0.279866 -1.6949 -0.326475\n", + " 131 1.114e+00 3.012e+04 5.112e-02 -- 4.241e+02 -- 0.106017 -0.655361 -1.90758 -2.25386 -3.02061 -3.07638 -4.69598 -3.90968 -0.417517 0.396205 0.80356 0.616037 0.328093 0.28259 -1.68827 -0.326225\n", + " 133 1.291e+00 2.480e+04 5.501e-02 -- 4.241e+02 -- 0.107702 -0.655229 -1.90754 -2.25412 -3.02175 -3.07653 -4.67479 -3.90964 -0.371025 0.401147 0.802956 0.619954 0.329744 0.279748 -1.69469 -0.326435\n", + " 135 1.192e+00 4.132e+04 5.866e-02 -- 4.240e+02 -- 0.105716 -0.655369 -1.90758 -2.25384 -3.02057 -3.07637 -4.69557 -3.90968 -0.418932 0.396012 0.803546 0.615793 0.328051 0.282668 -1.68765 -0.326169\n", + " 137 1.381e+00 3.378e+04 5.372e-02 -- 4.240e+02 -- 0.107499 -0.655228 -1.90753 -2.25412 -3.0218 -3.07653 -4.67287 -3.90963 -0.369006 0.401322 0.802898 0.619996 0.32982 0.279621 -1.6946 -0.326396\n", + " 139 1.253e+00 4.876e+04 4.978e-02 -- 4.239e+02 -- 0.105319 -0.655378 -1.90758 -2.25383 -3.02052 -3.07637 -4.69506 -3.90968 -0.419968 0.395831 0.803531 0.615542 0.328005 0.282751 -1.68713 -0.326112\n", + " 141 1.442e+00 3.792e+04 3.551e-02 -- 4.239e+02 -- 0.107235 -0.655227 -1.90753 -2.25412 -3.02183 -3.07653 -4.67093 -3.90963 -0.367349 0.401482 0.802843 0.620014 0.329885 0.279508 -1.69456 -0.326353\n", + " 143 1.281e+00 4.985e+04 2.509e-02 -- 4.239e+02 -- 0.104881 -0.655386 -1.90758 -2.25381 -3.02048 -3.07636 -4.69427 -3.90968 -0.420306 0.3957 0.803511 0.615319 0.327969 0.282811 -1.68673 -0.326054\n", + " 145 1.457e+00 3.617e+04 6.649e-03 -- 4.239e+02 -- 0.106937 -0.655229 -1.90753 -2.25412 -3.02185 -3.07653 -4.66916 -3.90962 -0.366454 0.401581 0.802793 0.619973 0.329929 0.279431 -1.69448 -0.326305\n", + " 147 1.271e+00 4.504e+04 5.304e-03 -- 4.239e+02 -- 0.104484 -0.655393 -1.90758 -2.2538 -3.02046 -3.07635 -4.69308 -3.90967 -0.419842 0.395651 0.803481 0.615152 0.327958 0.282828 -1.68645 -0.325997\n", + " 149 1.426e+00 3.019e+04 2.056e-02 -- 4.239e+02 -- 0.106651 -0.655233 -1.90753 -2.25411 -3.02185 -3.07653 -4.6677 -3.90962 -0.366499 0.401591 0.802752 0.619855 0.329943 0.279405 -1.69426 -0.32625\n", + " 151 1.228e+00 3.710e+04 2.895e-02 -- 4.239e+02 -- 0.1042 -0.655397 -1.90758 -2.25379 -3.02046 -3.07635 -4.69149 -3.90967 -0.418762 0.395689 0.803437 0.615054 0.327979 0.28279 -1.68624 -0.325941\n", + " 153 1.364e+00 2.275e+04 3.671e-02 -- 4.240e+02 -- 0.106417 -0.655239 -1.90753 -2.2541 -3.02182 -3.07653 -4.66661 -3.90962 -0.367337 0.40151 0.802719 0.619668 0.329931 0.279426 -1.69385 -0.326189\n", + " 155 1.169e+00 2.891e+04 3.977e-02 -- 4.240e+02 -- 0.104061 -0.655399 -1.90758 -2.25378 -3.02048 -3.07635 -4.68964 -3.90967 -0.417432 0.395789 0.803383 0.615013 0.328027 0.282709 -1.68604 -0.325888\n", + " 157 1.292e+00 1.595e+04 4.051e-02 -- 4.240e+02 -- 0.10626 -0.655247 -1.90753 -2.25408 -3.02179 -3.07652 -4.66581 -3.90962 -0.368619 0.40137 0.802691 0.61944 0.329904 0.279475 -1.69327 -0.326124\n", + " 159 1.112e+00 2.222e+04 3.910e-02 -- 4.241e+02 -- 0.104051 -0.655399 -1.90758 -2.25378 -3.02051 -3.07635 -4.68771 -3.90966 -0.41623 0.395911 0.803323 0.615002 0.32809 0.282604 -1.68578 -0.325836\n", + " 161 1.228e+00 1.084e+04 3.547e-02 -- 4.241e+02 -- 0.106183 -0.655255 -1.90753 -2.25406 -3.02176 -3.07651 -4.66515 -3.90961 -0.369965 0.40121 0.802665 0.619207 0.329875 0.279531 -1.69259 -0.326059\n", + " 163 1.067e+00 1.774e+04 3.132e-02 -- 4.241e+02 -- 0.104126 -0.655399 -1.90757 -2.25377 -3.02054 -3.07636 -4.6859 -3.90966 -0.4154 0.396019 0.803264 0.614993 0.328155 0.2825 -1.68543 -0.325784\n", + " 165 1.185e+00 7.799e+03 2.564e-02 -- 4.242e+02 -- 0.106169 -0.655262 -1.90753 -2.25404 -3.02173 -3.07651 -4.6645 -3.90961 -0.37108 0.401067 0.802637 0.618998 0.329856 0.279574 -1.69187 -0.325996\n", + " 167 1.042e+00 1.568e+04 2.005e-02 -- 4.242e+02 -- 0.104234 -0.6554 -1.90757 -2.25377 -3.02057 -3.07636 -4.68431 -3.90965 -0.415037 0.39609 0.803209 0.614964 0.328211 0.282413 -1.685 -0.325733\n", + " 169 1.166e+00 6.928e+03 1.359e-02 -- 4.242e+02 -- 0.106193 -0.655267 -1.90753 -2.25403 -3.02171 -3.0765 -4.66377 -3.90961 -0.371795 0.400963 0.802606 0.618827 0.32985 0.279594 -1.69119 -0.325938\n", + " 171 1.038e+00 1.607e+04 7.134e-03 -- 4.242e+02 -- 0.104336 -0.655401 -1.90757 -2.25376 -3.02059 -3.07636 -4.68298 -3.90965 -0.415146 0.396113 0.803161 0.614903 0.328252 0.282352 -1.6845 -0.325682\n", + " 173 1.173e+00 8.268e+03 6.275e-04 -- 4.242e+02 -- 0.106228 -0.655271 -1.90753 -2.25401 -3.02171 -3.0765 -4.66288 -3.90961 -0.372036 0.400909 0.80257 0.6187 0.329861 0.279586 -1.69059 -0.325883\n", + " 175 1.055e+00 1.886e+04 6.252e-03 -- 4.242e+02 -- 0.104399 -0.655404 -1.90757 -2.25375 -3.02059 -3.07636 -4.6819 -3.90965 -0.415663 0.396089 0.80312 0.614807 0.328275 0.28232 -1.68397 -0.325631\n", + " 177 1.202e+00 1.171e+04 1.208e-02 -- 4.242e+02 -- 0.10625 -0.655274 -1.90752 -2.25401 -3.02171 -3.0765 -4.66183 -3.9096 -0.371805 0.400905 0.80253 0.618615 0.329886 0.279551 -1.69008 -0.325833\n", + " 179 1.088e+00 2.375e+04 1.876e-02 -- 4.242e+02 -- 0.1044 -0.655408 -1.90757 -2.25374 -3.02058 -3.07635 -4.68102 -3.90964 -0.416481 0.396024 0.803087 0.614677 0.328281 0.282317 -1.68342 -0.325578\n", + " 181 1.247e+00 1.681e+04 2.282e-02 -- 4.242e+02 -- 0.106242 -0.655275 -1.90752 -2.254 -3.02172 -3.0765 -4.66061 -3.9096 -0.371173 0.400948 0.802486 0.618565 0.329922 0.279494 -1.68969 -0.325786\n", + " 183 1.130e+00 2.993e+04 2.820e-02 -- 4.241e+02 -- 0.104331 -0.655413 -1.90757 -2.25373 -3.02057 -3.07635 -4.68028 -3.90964 -0.417458 0.395928 0.803059 0.614518 0.328272 0.282337 -1.68288 -0.325526\n", + " 185 1.300e+00 2.258e+04 2.907e-02 -- 4.241e+02 -- 0.106194 -0.655276 -1.90752 -2.25399 -3.02174 -3.0765 -4.65925 -3.9096 -0.370276 0.401025 0.802439 0.618537 0.329966 0.279422 -1.6894 -0.325741\n", + " 187 1.174e+00 3.603e+04 3.195e-02 -- 4.241e+02 -- 0.104189 -0.655419 -1.90757 -2.25371 -3.02054 -3.07634 -4.6796 -3.90964 -0.418419 0.395818 0.803034 0.614341 0.328254 0.282371 -1.68237 -0.325472\n", + " 189 1.350e+00 2.756e+04 2.844e-02 -- 4.240e+02 -- 0.106101 -0.655277 -1.90752 -2.25399 -3.02177 -3.0765 -4.6578 -3.90959 -0.36931 0.401118 0.802391 0.618516 0.330012 0.279345 -1.68917 -0.325696\n", + " 191 1.209e+00 4.041e+04 2.805e-02 -- 4.240e+02 -- 0.103991 -0.655425 -1.90757 -2.2537 -3.02052 -3.07634 -4.67888 -3.90964 -0.419178 0.395713 0.80301 0.614159 0.328232 0.282407 -1.68192 -0.325418\n", + " 193 1.386e+00 3.040e+04 2.035e-02 -- 4.240e+02 -- 0.10597 -0.655278 -1.90752 -2.25399 -3.02178 -3.0765 -4.65634 -3.90959 -0.368498 0.401205 0.802344 0.618484 0.330052 0.279274 -1.68898 -0.32565\n", + " 195 1.228e+00 4.191e+04 1.710e-02 -- 4.240e+02 -- 0.103766 -0.655431 -1.90757 -2.25369 -3.02049 -3.07633 -4.67804 -3.90964 -0.419581 0.395634 0.802983 0.613991 0.328214 0.282435 -1.68153 -0.325363\n", + " 197 1.400e+00 3.045e+04 7.090e-03 -- 4.240e+02 -- 0.105817 -0.65528 -1.90751 -2.25398 -3.02179 -3.0765 -4.65495 -3.90959 -0.368037 0.401264 0.8023 0.618424 0.330081 0.27922 -1.68878 -0.325601\n", + " 199 1.228e+00 4.042e+04 2.670e-03 -- 4.240e+02 -- 0.103554 -0.655436 -1.90757 -2.25367 -3.02048 -3.07633 -4.67701 -3.90964 -0.419574 0.395594 0.802951 0.613849 0.328208 0.282441 -1.6812 -0.325309\n", + " 201 1.391e+00 2.809e+04 6.909e-03 -- 4.240e+02 -- 0.105665 -0.655283 -1.90751 -2.25397 -3.02179 -3.0765 -4.65372 -3.90958 -0.368037 0.40128 0.802261 0.618327 0.330095 0.279192 -1.68851 -0.325549\n", + " 203 1.211e+00 3.681e+04 1.046e-02 -- 4.240e+02 -- 0.10339 -0.65544 -1.90756 -2.25367 -3.02047 -3.07633 -4.67579 -3.90963 -0.419218 0.395598 0.802913 0.613741 0.328217 0.282421 -1.68092 -0.325255\n", + " 205 1.362e+00 2.436e+04 1.738e-02 -- 4.240e+02 -- 0.105534 -0.655288 -1.90751 -2.25396 -3.02178 -3.07649 -4.65266 -3.90958 -0.368467 0.401249 0.802225 0.618193 0.330096 0.279187 -1.68816 -0.325494\n", + " 207 1.182e+00 3.237e+04 1.877e-02 -- 4.240e+02 -- 0.103297 -0.655443 -1.90756 -2.25366 -3.02048 -3.07633 -4.67442 -3.90963 -0.418664 0.395637 0.802869 0.613665 0.328241 0.282377 -1.68064 -0.325203\n", + " 209 1.325e+00 2.040e+04 2.221e-02 -- 4.240e+02 -- 0.105441 -0.655293 -1.90751 -2.25395 -3.02177 -3.07649 -4.65177 -3.90958 -0.369187 0.401182 0.802193 0.618034 0.330086 0.279201 -1.68772 -0.325436\n", + " 211 1.150e+00 2.823e+04 2.124e-02 -- 4.241e+02 -- 0.103274 -0.655445 -1.90756 -2.25365 -3.02049 -3.07632 -4.67299 -3.90963 -0.418095 0.395695 0.802822 0.613609 0.328274 0.282318 -1.68036 -0.325151\n", + " 213 1.288e+00 1.706e+04 2.176e-02 -- 4.241e+02 -- 0.105391 -0.655299 -1.90751 -2.25394 -3.02175 -3.07649 -4.65098 -3.90958 -0.370016 0.401097 0.802163 0.617865 0.330073 0.279223 -1.68722 -0.325378\n", + " 215 1.123e+00 2.514e+04 1.884e-02 -- 4.241e+02 -- 0.103305 -0.655447 -1.90756 -2.25365 -3.02051 -3.07632 -4.67159 -3.90962 -0.417666 0.395753 0.802774 0.61356 0.328311 0.282255 -1.68003 -0.3251\n", + " 217 1.259e+00 1.485e+04 1.739e-02 -- 4.241e+02 -- 0.105376 -0.655304 -1.90751 -2.25392 -3.02173 -3.07648 -4.65022 -3.90958 -0.370776 0.401013 0.802132 0.617703 0.330062 0.279242 -1.68669 -0.32532\n", + " 219 1.105e+00 2.348e+04 1.310e-02 -- 4.241e+02 -- 0.103366 -0.655448 -1.90756 -2.25364 -3.02052 -3.07632 -4.67027 -3.90962 -0.41747 0.395796 0.802727 0.613505 0.328345 0.282197 -1.67967 -0.325049\n", + " 221 1.244e+00 1.401e+04 1.065e-02 -- 4.241e+02 -- 0.105386 -0.655309 -1.90751 -2.25391 -3.02171 -3.07648 -4.64944 -3.90957 -0.371342 0.400944 0.8021 0.617559 0.330058 0.279251 -1.68616 -0.325265\n", + " 223 1.099e+00 2.340e+04 5.564e-03 -- 4.241e+02 -- 0.10343 -0.65545 -1.90756 -2.25363 -3.02053 -3.07632 -4.66909 -3.90962 -0.417537 0.395814 0.802684 0.613436 0.328372 0.282152 -1.67926 -0.324998\n", + " 225 1.243e+00 1.459e+04 2.885e-03 -- 4.241e+02 -- 0.105406 -0.655313 -1.90751 -2.2539 -3.02171 -3.07647 -4.64859 -3.90957 -0.371646 0.400902 0.802065 0.617438 0.330062 0.279246 -1.68566 -0.325211\n", + " 227 1.105e+00 2.483e+04 2.557e-03 -- 4.241e+02 -- 0.103477 -0.655453 -1.90755 -2.25362 -3.02053 -3.07632 -4.66805 -3.90961 -0.417854 0.395806 0.802645 0.613347 0.328389 0.282123 -1.67882 -0.324947\n", + " 229 1.256e+00 1.645e+04 4.768e-03 -- 4.241e+02 -- 0.105422 -0.655316 -1.90751 -2.25389 -3.0217 -3.07647 -4.64766 -3.90957 -0.371669 0.400889 0.802028 0.617342 0.330075 0.279225 -1.68522 -0.32516\n", + " 231 1.121e+00 2.751e+04 9.997e-03 -- 4.241e+02 -- 0.10349 -0.655456 -1.90755 -2.25361 -3.02053 -3.07632 -4.66714 -3.90961 -0.418357 0.395771 0.802609 0.613237 0.328396 0.28211 -1.67838 -0.324896\n", + " 233 1.279e+00 1.926e+04 1.104e-02 -- 4.241e+02 -- 0.105421 -0.655318 -1.90751 -2.25388 -3.02171 -3.07647 -4.64663 -3.90957 -0.371441 0.400903 0.801989 0.617267 0.330095 0.27919 -1.68484 -0.325111\n", + " 235 1.144e+00 3.091e+04 1.553e-02 -- 4.241e+02 -- 0.10346 -0.65546 -1.90755 -2.2536 -3.02051 -3.07631 -4.66631 -3.90961 -0.418965 0.395718 0.802578 0.613111 0.328395 0.282112 -1.67793 -0.324844\n", + " 237 1.308e+00 2.246e+04 1.471e-02 -- 4.241e+02 -- 0.105396 -0.65532 -1.9075 -2.25387 -3.02172 -3.07647 -4.64552 -3.90956 -0.371043 0.400939 0.801948 0.617207 0.33012 0.279146 -1.68451 -0.325063\n", + " 239 1.168e+00 3.433e+04 1.790e-02 -- 4.241e+02 -- 0.103389 -0.655465 -1.90755 -2.25359 -3.0205 -3.07631 -4.66553 -3.90961 -0.419576 0.395655 0.802548 0.612973 0.328387 0.282122 -1.6775 -0.324792\n", + " 241 1.336e+00 2.532e+04 1.481e-02 -- 4.241e+02 -- 0.105346 -0.655322 -1.9075 -2.25387 -3.02173 -3.07647 -4.64436 -3.90956 -0.370581 0.400986 0.801906 0.617153 0.330146 0.279097 -1.68423 -0.325016\n", + " 243 1.188e+00 3.697e+04 1.653e-02 -- 4.240e+02 -- 0.103284 -0.65547 -1.90755 -2.25358 -3.02048 -3.07631 -4.66474 -3.90961 -0.420093 0.395593 0.802519 0.612832 0.328377 0.282136 -1.6771 -0.32474\n", + " 245 1.358e+00 2.720e+04 1.127e-02 -- 4.240e+02 -- 0.105274 -0.655324 -1.9075 -2.25386 -3.02173 -3.07647 -4.6432 -3.90956 -0.370176 0.401032 0.801865 0.617094 0.33017 0.279051 -1.68397 -0.324968\n", + " 247 1.201e+00 3.825e+04 1.163e-02 -- 4.240e+02 -- 0.10316 -0.655475 -1.90755 -2.25357 -3.02047 -3.0763 -4.6639 -3.9096 -0.420433 0.395542 0.802489 0.612697 0.328368 0.282145 -1.67673 -0.324687\n", + " 249 1.369e+00 2.772e+04 4.985e-03 -- 4.240e+02 -- 0.105187 -0.655326 -1.9075 -2.25385 -3.02174 -3.07647 -4.64206 -3.90955 -0.369933 0.401066 0.801825 0.617023 0.330189 0.279013 -1.68371 -0.324919\n", + " 251 1.204e+00 3.800e+04 4.642e-03 -- 4.240e+02 -- 0.103037 -0.655479 -1.90755 -2.25356 -3.02046 -3.0763 -4.66298 -3.9096 -0.42056 0.395511 0.802457 0.612574 0.328364 0.282145 -1.67639 -0.324635\n", + " 253 1.367e+00 2.692e+04 2.208e-03 -- 4.240e+02 -- 0.105097 -0.655329 -1.9075 -2.25385 -3.02174 -3.07646 -4.641 -3.90955 -0.369915 0.401078 0.801787 0.616934 0.330199 0.278988 -1.68342 -0.324869\n", + " 255 1.198e+00 3.649e+04 2.379e-03 -- 4.240e+02 -- 0.102935 -0.655483 -1.90755 -2.25355 -3.02045 -3.0763 -4.66196 -3.9096 -0.420493 0.395502 0.802421 0.612468 0.328367 0.282132 -1.67608 -0.324583\n", + " 257 1.355e+00 2.519e+04 8.313e-03 -- 4.240e+02 -- 0.105017 -0.655333 -1.9075 -2.25384 -3.02173 -3.07646 -4.64003 -3.90955 -0.370125 0.401067 0.801751 0.616826 0.330203 0.278975 -1.6831 -0.324816\n", + " 259 1.184e+00 3.425e+04 7.673e-03 -- 4.240e+02 -- 0.102867 -0.655486 -1.90755 -2.25354 -3.02045 -3.07629 -4.66087 -3.9096 -0.420294 0.395514 0.802383 0.612379 0.328378 0.282107 -1.67578 -0.324532\n", + " 261 1.337e+00 2.308e+04 1.201e-02 -- 4.240e+02 -- 0.104954 -0.655337 -1.9075 -2.25383 -3.02172 -3.07646 -4.63915 -3.90955 -0.370512 0.401035 0.801718 0.616703 0.3302 0.278973 -1.68273 -0.324763\n", + " 263 1.168e+00 3.192e+04 1.022e-02 -- 4.240e+02 -- 0.102836 -0.655489 -1.90755 -2.25353 -3.02045 -3.07629 -4.65973 -3.9096 -0.420052 0.395538 0.802343 0.612303 0.328395 0.282072 -1.67548 -0.324481\n", + " 265 1.317e+00 2.111e+04 1.292e-02 -- 4.241e+02 -- 0.104913 -0.655342 -1.9075 -2.25381 -3.02171 -3.07645 -4.63833 -3.90955 -0.370989 0.40099 0.801685 0.616573 0.330194 0.278977 -1.68232 -0.324708\n", + " 267 1.153e+00 3.000e+04 9.954e-03 -- 4.241e+02 -- 0.102837 -0.655491 -1.90754 -2.25352 -3.02046 -3.07629 -4.65859 -3.90959 -0.419854 0.395565 0.802301 0.612233 0.328414 0.282033 -1.67517 -0.32443\n", + " 269 1.300e+00 1.967e+04 1.134e-02 -- 4.241e+02 -- 0.104892 -0.655346 -1.9075 -2.2538 -3.0217 -3.07645 -4.63755 -3.90954 -0.371464 0.400942 0.801653 0.616443 0.330188 0.278982 -1.6819 -0.324654\n", + " 271 1.141e+00 2.883e+04 7.453e-03 -- 4.241e+02 -- 0.102859 -0.655493 -1.90754 -2.25352 -3.02046 -3.07629 -4.6575 -3.90959 -0.419761 0.395587 0.80226 0.612163 0.328433 0.281995 -1.67484 -0.32438\n", + " 273 1.290e+00 1.899e+04 7.993e-03 -- 4.241e+02 -- 0.104887 -0.65535 -1.90749 -2.25379 -3.02169 -3.07645 -4.63677 -3.90954 -0.371856 0.400899 0.801621 0.61632 0.330185 0.278983 -1.68147 -0.324601\n", + " 275 1.136e+00 2.857e+04 3.456e-03 -- 4.241e+02 -- 0.102888 -0.655496 -1.90754 -2.25351 -3.02047 -3.07629 -4.65646 -3.90959 -0.419808 0.395598 0.802221 0.612086 0.328449 0.281962 -1.67448 -0.324329\n", + " 277 1.287e+00 1.915e+04 3.678e-03 -- 4.241e+02 -- 0.10489 -0.655354 -1.90749 -2.25378 -3.02168 -3.07644 -4.63596 -3.90954 -0.372112 0.400869 0.801587 0.616209 0.330186 0.278977 -1.68105 -0.324549\n", + " 279 1.138e+00 2.921e+04 1.107e-03 -- 4.241e+02 -- 0.102911 -0.655499 -1.90754 -2.2535 -3.02047 -3.07628 -4.6555 -3.90959 -0.419993 0.395594 0.802183 0.612 0.32846 0.281938 -1.67411 -0.324279\n", + " 281 1.292e+00 2.009e+04 7.159e-04 -- 4.241e+02 -- 0.104892 -0.655357 -1.90749 -2.25377 -3.02167 -3.07644 -4.63511 -3.90954 -0.372211 0.400854 0.801552 0.616112 0.330192 0.278962 -1.68066 -0.324498\n", + " 283 1.145e+00 3.061e+04 5.484e-03 -- 4.241e+02 -- 0.102917 -0.655502 -1.90754 -2.25349 -3.02046 -3.07628 -4.65461 -3.90958 -0.420293 0.395575 0.802148 0.611903 0.328466 0.281923 -1.67373 -0.324229\n", + " 285 1.303e+00 2.160e+04 4.414e-03 -- 4.241e+02 -- 0.104887 -0.65536 -1.90749 -2.25376 -3.02167 -3.07644 -4.63421 -3.90954 -0.372166 0.400855 0.801516 0.616028 0.330201 0.27894 -1.6803 -0.324448\n", + " 287 1.157e+00 3.247e+04 8.809e-03 -- 4.241e+02 -- 0.102901 -0.655505 -1.90754 -2.25348 -3.02046 -3.07628 -4.65378 -3.90958 -0.420664 0.395545 0.802115 0.611796 0.328466 0.281916 -1.67334 -0.324178\n", + " 289 1.318e+00 2.338e+04 6.750e-03 -- 4.241e+02 -- 0.104869 -0.655362 -1.90749 -2.25376 -3.02167 -3.07644 -4.63327 -3.90953 -0.372009 0.400869 0.801478 0.615952 0.330214 0.278912 -1.67997 -0.3244\n", + " 291 1.170e+00 3.441e+04 1.052e-02 -- 4.241e+02 -- 0.102861 -0.655509 -1.90754 -2.25347 -3.02045 -3.07628 -4.65299 -3.90958 -0.421049 0.395508 0.802083 0.611682 0.328462 0.281915 -1.67297 -0.324127\n", + " 293 1.334e+00 2.506e+04 7.174e-03 -- 4.241e+02 -- 0.104837 -0.655364 -1.90749 -2.25375 -3.02168 -3.07643 -4.6323 -3.90953 -0.371803 0.40089 0.801441 0.615882 0.330228 0.278881 -1.67967 -0.324351\n", + " 295 1.181e+00 3.602e+04 1.026e-02 -- 4.240e+02 -- 0.102801 -0.655513 -1.90754 -2.25346 -3.02043 -3.07627 -4.65219 -3.90958 -0.421397 0.39547 0.802052 0.611566 0.328457 0.281916 -1.6726 -0.324076\n", + " 297 1.347e+00 2.628e+04 5.695e-03 -- 4.240e+02 -- 0.104792 -0.655367 -1.90749 -2.25374 -3.02168 -3.07643 -4.63133 -3.90953 -0.37161 0.400913 0.801403 0.615811 0.330241 0.27885 -1.67939 -0.324303\n", + " 299 1.190e+00 3.698e+04 8.084e-03 -- 4.240e+02 -- 0.102728 -0.655517 -1.90754 -2.25345 -3.02042 -3.07627 -4.65139 -3.90958 -0.421657 0.395437 0.802021 0.611451 0.328451 0.281917 -1.67226 -0.324025\n", + " 301 1.355e+00 2.683e+04 2.723e-03 -- 4.240e+02 -- 0.104738 -0.655369 -1.90749 -2.25373 -3.02168 -3.07643 -4.63037 -3.90953 -0.371488 0.400931 0.801366 0.615734 0.330251 0.278823 -1.6791 -0.324254\n", + " 303 1.193e+00 3.715e+04 4.763e-03 -- 4.240e+02 -- 0.102653 -0.655521 -1.90754 -2.25344 -3.02041 -3.07626 -4.65054 -3.90957 -0.421811 0.395414 0.801989 0.611342 0.328448 0.281913 -1.67193 -0.323974\n", + " 305 1.356e+00 2.668e+04 9.591e-04 -- 4.240e+02 -- 0.104681 -0.655372 -1.90749 -2.25373 -3.02168 -3.07643 -4.62944 -3.90952 -0.371477 0.40094 0.80133 0.615649 0.330258 0.278801 -1.67881 -0.324204\n", + " 307 1.192e+00 3.660e+04 1.062e-03 -- 4.240e+02 -- 0.102586 -0.655524 -1.90753 -2.25343 -3.02041 -3.07626 -4.64965 -3.90957 -0.421857 0.395402 0.801955 0.611242 0.328448 0.281903 -1.67162 -0.323923\n", + " 309 1.352e+00 2.595e+04 4.356e-03 -- 4.240e+02 -- 0.104627 -0.655375 -1.90748 -2.25372 -3.02167 -3.07643 -4.62856 -3.90952 -0.371584 0.400936 0.801295 0.615554 0.330261 0.278787 -1.67851 -0.324154\n", + " 311 1.186e+00 3.557e+04 2.052e-03 -- 4.240e+02 -- 0.102535 -0.655528 -1.90753 -2.25342 -3.0204 -3.07626 -4.64873 -3.90957 -0.42182 0.395401 0.80192 0.611151 0.328452 0.281886 -1.67132 -0.323873\n", + " 313 1.344e+00 2.491e+04 6.784e-03 -- 4.240e+02 -- 0.104581 -0.655379 -1.90748 -2.25371 -3.02167 -3.07642 -4.62773 -3.90952 -0.371792 0.40092 0.801262 0.615451 0.33026 0.278779 -1.67818 -0.324102\n", + " 315 1.178e+00 3.435e+04 3.937e-03 -- 4.240e+02 -- 0.102503 -0.655531 -1.90753 -2.25341 -3.0204 -3.07626 -4.64777 -3.90957 -0.421744 0.395407 0.801883 0.611068 0.328459 0.281864 -1.67102 -0.323822\n", + " 317 1.333e+00 2.384e+04 7.835e-03 -- 4.241e+02 -- 0.104546 -0.655382 -1.90748 -2.2537 -3.02166 -3.07642 -4.62694 -3.90952 -0.372063 0.400896 0.801229 0.615343 0.330256 0.278774 -1.67783 -0.32405\n", + " 319 1.170e+00 3.326e+04 4.332e-03 -- 4.241e+02 -- 0.102489 -0.655533 -1.90753 -2.25341 -3.0204 -3.07625 -4.64682 -3.90957 -0.421675 0.395418 0.801846 0.610989 0.328467 0.281839 -1.67072 -0.323772\n", + " 321 1.324e+00 2.298e+04 7.501e-03 -- 4.241e+02 -- 0.104523 -0.655386 -1.90748 -2.25369 -3.02165 -3.07642 -4.62618 -3.90952 -0.372353 0.400869 0.801196 0.615234 0.330252 0.278772 -1.67746 -0.323999\n", + " 323 1.163e+00 3.251e+04 3.402e-03 -- 4.241e+02 -- 0.102489 -0.655536 -1.90753 -2.2534 -3.0204 -3.07625 -4.64588 -3.90956 -0.421652 0.395427 0.801809 0.610912 0.328476 0.281813 -1.67041 -0.323723\n", + " 325 1.317e+00 2.251e+04 5.976e-03 -- 4.241e+02 -- 0.104509 -0.65539 -1.90748 -2.25368 -3.02164 -3.07641 -4.62542 -3.90951 -0.372611 0.400843 0.801164 0.615127 0.330249 0.278768 -1.6771 -0.323947\n", + " 327 1.159e+00 3.225e+04 1.455e-03 -- 4.241e+02 -- 0.102495 -0.655539 -1.90753 -2.25339 -3.0204 -3.07625 -4.64497 -3.90956 -0.421696 0.395431 0.801772 0.610833 0.328484 0.28179 -1.67009 -0.323673\n", + " 329 1.315e+00 2.251e+04 3.759e-03 -- 4.241e+02 -- 0.1045 -0.655393 -1.90748 -2.25367 -3.02163 -3.07641 -4.62466 -3.90951 -0.372805 0.400822 0.801131 0.615027 0.330248 0.278761 -1.67674 -0.323896\n", + " 331 1.159e+00 3.251e+04 1.007e-03 -- 4.241e+02 -- 0.102501 -0.655541 -1.90753 -2.25338 -3.0204 -3.07625 -4.6441 -3.90956 -0.421818 0.395428 0.801737 0.610749 0.32849 0.281771 -1.66976 -0.323623\n", + " 333 1.316e+00 2.296e+04 1.324e-03 -- 4.241e+02 -- 0.104493 -0.655396 -1.90748 -2.25366 -3.02163 -3.07641 -4.62388 -3.90951 -0.372917 0.400809 0.801097 0.614933 0.330248 0.278749 -1.67639 -0.323846\n", + " 335 1.163e+00 3.322e+04 3.487e-03 -- 4.241e+02 -- 0.102499 -0.655544 -1.90753 -2.25337 -3.02039 -3.07624 -4.64326 -3.90956 -0.422006 0.395417 0.801702 0.610659 0.328492 0.281756 -1.66942 -0.323574\n", + " 337 1.322e+00 2.376e+04 8.469e-04 -- 4.241e+02 -- 0.104483 -0.655399 -1.90748 -2.25365 -3.02162 -3.0764 -4.62308 -3.90951 -0.372946 0.400805 0.801063 0.614847 0.330252 0.278734 -1.67606 -0.323797\n", + " 339 1.168e+00 3.423e+04 5.485e-03 -- 4.241e+02 -- 0.102486 -0.655547 -1.90753 -2.25336 -3.02039 -3.07624 -4.64247 -3.90956 -0.422237 0.395399 0.801669 0.610564 0.328492 0.281747 -1.66908 -0.323524\n", + " 341 1.330e+00 2.475e+04 2.283e-03 -- 4.241e+02 -- 0.104467 -0.655402 -1.90748 -2.25364 -3.02162 -3.0764 -4.62225 -3.90951 -0.372907 0.400809 0.801028 0.614767 0.330257 0.278714 -1.67574 -0.323748\n", + " 343 1.175e+00 3.533e+04 6.691e-03 -- 4.241e+02 -- 0.10246 -0.655551 -1.90752 -2.25335 -3.02038 -3.07624 -4.6417 -3.90955 -0.422488 0.395377 0.801637 0.610465 0.328489 0.28174 -1.66875 -0.323474\n", + " 345 1.338e+00 2.574e+04 2.776e-03 -- 4.241e+02 -- 0.104443 -0.655404 -1.90748 -2.25364 -3.02162 -3.0764 -4.62141 -3.90951 -0.372833 0.400817 0.800993 0.61469 0.330263 0.278693 -1.67544 -0.323699\n", + " 347 1.182e+00 3.631e+04 6.809e-03 -- 4.241e+02 -- 0.102422 -0.655554 -1.90752 -2.25335 -3.02037 -3.07623 -4.64094 -3.90955 -0.422723 0.395353 0.801606 0.610364 0.328485 0.281736 -1.66842 -0.323424\n", + " 349 1.346e+00 2.653e+04 2.229e-03 -- 4.240e+02 -- 0.104411 -0.655407 -1.90747 -2.25363 -3.02162 -3.0764 -4.62057 -3.9095 -0.372755 0.400828 0.800958 0.614613 0.330268 0.278672 -1.67515 -0.323651\n", + " 351 1.187e+00 3.698e+04 5.968e-03 -- 4.240e+02 -- 0.102376 -0.655558 -1.90752 -2.25334 -3.02036 -3.07623 -4.64017 -3.90955 -0.422919 0.395331 0.801574 0.610264 0.32848 0.281732 -1.6681 -0.323374\n", + " 353 1.351e+00 2.699e+04 8.519e-04 -- 4.240e+02 -- 0.104374 -0.655409 -1.90747 -2.25362 -3.02161 -3.07639 -4.61973 -3.9095 -0.372705 0.400836 0.800923 0.614535 0.330273 0.278652 -1.67487 -0.323602\n", + " 355 1.190e+00 3.726e+04 4.385e-03 -- 4.240e+02 -- 0.102327 -0.655561 -1.90752 -2.25333 -3.02035 -3.07623 -4.63939 -3.90955 -0.423061 0.395314 0.801542 0.610166 0.328476 0.281726 -1.66779 -0.323324\n", + " 357 1.353e+00 2.708e+04 9.742e-04 -- 4.240e+02 -- 0.104335 -0.655412 -1.90747 -2.25361 -3.02161 -3.07639 -4.61891 -3.9095 -0.372705 0.400841 0.800888 0.614453 0.330275 0.278635 -1.67458 -0.323553\n", + " 359 1.191e+00 3.715e+04 2.518e-03 -- 4.240e+02 -- 0.102281 -0.655564 -1.90752 -2.25332 -3.02035 -3.07622 -4.6386 -3.90955 -0.423146 0.395302 0.801509 0.610073 0.328474 0.281717 -1.66749 -0.323274\n", + " 361 1.352e+00 2.684e+04 2.848e-03 -- 4.240e+02 -- 0.104296 -0.655415 -1.90747 -2.2536 -3.02161 -3.07639 -4.61812 -3.9095 -0.372767 0.400839 0.800855 0.614366 0.330276 0.278621 -1.67429 -0.323503\n", + " 363 1.189e+00 3.672e+04 7.728e-04 -- 4.240e+02 -- 0.102241 -0.655568 -1.90752 -2.25331 -3.02034 -3.07622 -4.63778 -3.90955 -0.423181 0.395296 0.801476 0.609984 0.328473 0.281705 -1.6672 -0.323225\n", + " 365 1.349e+00 2.638e+04 4.327e-03 -- 4.240e+02 -- 0.10426 -0.655418 -1.90747 -2.2536 -3.0216 -3.07639 -4.61735 -3.9095 -0.372885 0.400831 0.800822 0.614275 0.330274 0.278611 -1.67399 -0.323453\n", + " 367 1.185e+00 3.614e+04 4.647e-04 -- 4.240e+02 -- 0.102211 -0.65557 -1.90752 -2.2533 -3.02034 -3.07622 -4.63696 -3.90954 -0.423187 0.395295 0.801442 0.609901 0.328474 0.28169 -1.66691 -0.323175\n", + " 369 1.344e+00 2.584e+04 5.155e-03 -- 4.240e+02 -- 0.10423 -0.655421 -1.90747 -2.25359 -3.02159 -3.07638 -4.61661 -3.90949 -0.373044 0.400818 0.800789 0.614181 0.33027 0.278603 -1.67367 -0.323403\n", + " 371 1.181e+00 3.557e+04 9.155e-04 -- 4.240e+02 -- 0.102191 -0.655573 -1.90752 -2.25329 -3.02033 -3.07622 -4.63612 -3.90954 -0.42319 0.395297 0.801407 0.60982 0.328476 0.281673 -1.66662 -0.323126\n", + " 373 1.339e+00 2.538e+04 5.246e-03 -- 4.241e+02 -- 0.104207 -0.655425 -1.90747 -2.25358 -3.02158 -3.07638 -4.61588 -3.90949 -0.373222 0.400803 0.800757 0.614086 0.330266 0.278597 -1.67335 -0.323353\n", + " 375 1.177e+00 3.514e+04 6.996e-04 -- 4.241e+02 -- 0.10218 -0.655576 -1.90752 -2.25329 -3.02033 -3.07621 -4.6353 -3.90954 -0.423208 0.395299 0.801372 0.60974 0.328479 0.281655 -1.66632 -0.323077\n", + " 377 1.336e+00 2.510e+04 4.657e-03 -- 4.241e+02 -- 0.104188 -0.655428 -1.90747 -2.25357 -3.02158 -3.07638 -4.61517 -3.90949 -0.37339 0.400787 0.800725 0.613991 0.330262 0.278591 -1.67303 -0.323303\n", + " 379 1.175e+00 3.496e+04 1.708e-04 -- 4.241e+02 -- 0.102173 -0.655579 -1.90752 -2.25328 -3.02033 -3.07621 -4.63449 -3.90954 -0.423257 0.395299 0.801338 0.609661 0.328481 0.281638 -1.66603 -0.323028\n", + " 381 1.334e+00 2.506e+04 3.566e-03 -- 4.241e+02 -- 0.104174 -0.655431 -1.90747 -2.25356 -3.02157 -3.07637 -4.61446 -3.90949 -0.373529 0.400773 0.800693 0.6139 0.330259 0.278583 -1.67271 -0.323253\n", + " 383 1.174e+00 3.505e+04 1.439e-03 -- 4.241e+02 -- 0.102167 -0.655581 -1.90752 -2.25327 -3.02032 -3.07621 -4.6337 -3.90954 -0.423345 0.395295 0.801304 0.60958 0.328481 0.281623 -1.66572 -0.322979\n", + " 385 1.334e+00 2.528e+04 2.296e-03 -- 4.241e+02 -- 0.104161 -0.655434 -1.90747 -2.25355 -3.02156 -3.07637 -4.61374 -3.90949 -0.373628 0.400763 0.80066 0.613812 0.330257 0.278573 -1.6724 -0.323204\n", + " 387 1.176e+00 3.541e+04 2.759e-03 -- 4.241e+02 -- 0.102158 -0.655584 -1.90751 -2.25326 -3.02032 -3.0762 -4.63294 -3.90953 -0.423468 0.395287 0.801271 0.609496 0.328481 0.28161 -1.66542 -0.32293\n", + " 389 1.337e+00 2.570e+04 1.086e-03 -- 4.241e+02 -- 0.104146 -0.655437 -1.90747 -2.25354 -3.02156 -3.07637 -4.61301 -3.90949 -0.373679 0.400758 0.800627 0.613728 0.330255 0.278562 -1.67209 -0.323155\n", + " 391 1.179e+00 3.596e+04 3.999e-03 -- 4.241e+02 -- 0.102145 -0.655587 -1.90751 -2.25325 -3.02031 -3.0762 -4.63219 -3.90953 -0.423623 0.395276 0.801239 0.609409 0.328478 0.2816 -1.66511 -0.322881\n", + " 393 1.341e+00 2.626e+04 1.867e-04 -- 4.241e+02 -- 0.104129 -0.655439 -1.90746 -2.25353 -3.02155 -3.07636 -4.61227 -3.90948 -0.373694 0.400757 0.800594 0.613647 0.330255 0.278548 -1.67179 -0.323106\n", + " 395 1.182e+00 3.660e+04 4.819e-03 -- 4.241e+02 -- 0.102124 -0.65559 -1.90751 -2.25324 -3.0203 -3.0762 -4.63147 -3.90953 -0.423794 0.395262 0.801207 0.60932 0.328475 0.281592 -1.66481 -0.322832\n", + " 397 1.345e+00 2.685e+04 2.326e-04 -- 4.241e+02 -- 0.104109 -0.655442 -1.90746 -2.25353 -3.02155 -3.07636 -4.61153 -3.90948 -0.373684 0.400759 0.800561 0.613569 0.330256 0.278532 -1.6715 -0.323058\n", + " 399 1.186e+00 3.720e+04 5.033e-03 -- 4.240e+02 -- 0.102097 -0.655593 -1.90751 -2.25324 -3.0203 -3.07619 -4.63075 -3.90953 -0.423959 0.395246 0.801175 0.609229 0.32847 0.281586 -1.66451 -0.322783\n", + " 401 1.350e+00 2.736e+04 5.035e-05 -- 4.240e+02 -- 0.104084 -0.655444 -1.90746 -2.25352 -3.02155 -3.07636 -4.61078 -3.90948 -0.373668 0.400763 0.800528 0.613492 0.330256 0.278517 -1.67122 -0.323009\n", + "********************\n", + "0.104084 -0.655444 -1.90746 -2.25352 -3.02155 -3.07636 -4.61078 -3.90948 -0.373668 0.400763 0.800528 0.613492 0.330256 0.278517 -1.67122 -0.323009\n", + "0.0351976 0.000839204 0.000349775 0.00402504 0.00707581 0.00275589 0.124412 0.000905571 0.189505 0.0199362 0.00701796 0.0326727 0.0352226 0.0205451 0.268968 0.0111152\n", + "-77.2828 -5289.45 -27360.2 -1043.89 -821.646 -3179.45 28.7066 -13573.9 -24.1291 -159.085 170.979 -62.8103 -40.6872 59.9863 5.53304 592.733\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-6.16365918, 2.21009502, 2.28771584, 1.13110535, 0.3928378 ,\n", + " 0.21373824, -0.82743402, -0.10317688])" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ndHk1eJYWAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAAAAAAAAAAAAAAAAAAAAgD71/wF8BT6rbVvdQwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "s, loc, scale = lognorm.fit(lag,loc=.008)\n", + "\n", + "xscale('log'); ylim(-10,15)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "plot(np.logspace(np.log(fqd[0]),np.log(fqd[-1])),lognorm.pdf(np.logspace(np.log(fqd[0]),np.log(fqd[-1])),s,loc,scale))\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.10734722921479302, 2.5047796344038056)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "loc, scale = norm.fit(lag,loc=.01)\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "plot(np.logspace(np.log(fqd[3]),np.log(fqd[-1])),norm.pdf(np.logspace(np.log(fqd[0]),np.log(fqd[-1])),loc,scale))\n", + "\n", + "norm.fit(lag,loc=.01,scale=.1)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhEAAAFkCAYAAACemWn9AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot(irfft(lag))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-noLFerrors-4775A.ipynb b/lag/data/clag_analysis-origbins-noLFerrors-4775A.ipynb new file mode 100644 index 0000000..621efeb --- /dev/null +++ b/lag/data/clag_analysis-origbins-noLFerrors-4775A.ipynb @@ -0,0 +1,701 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "from scipy.optimize import curve_fit\n", + "import numpy.fft\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/4775A.lc\"\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915, 0.62032418])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3X2cVPV99//X7C3sLstiXAF3UWBxCUuw3MQVwWhaUKS2\nBk0wjPEyy89W0oe5Wtu0cLW52otcv143pc1NbfIr0lrR2IxR20YbEyCbRAUBiYtWyhKRDSi7gjsg\nd7sL7N38/vjOmZ2Zndmd2Tkz58zM+/l4zEOZnZ1z5rtnzvmc7/fz/XxBRERERERERERERERERERE\nRERERERERERERERERERERERERERERERERERERERkzI4BgzEe33Zwn0RERMTFPgZcFfZYhgkebnFy\np0RERCR7fAs47PROiIiISHYoAU4B/83pHRERERH7FKXxvVcBE4GtI7xmavAhIiIiyTkRfGScJ43v\nvR24BHwmzs+nXn311R988MEHadwFERGRnNUB3IADAUS6eh6uxSRL3j3Ca6Z+8MEHPP3008yZMydN\nuyHRHnnkEb71rW85vRt5RW2eeWrzzFObZ9ahQ4e4//77azC99zkTPKwFPgReGu2Fc+bMYeHChWna\nDYlWVVWl9s4wtXnmqc0zT22eXwrS9J5rgScx0zRFREQkh6QjeFgO1AL/lIb3FhEREYelY9hiB1CY\nhvcVERERF0hHz4O4mNfrdXoX8o7aPPPU5pmnNs8v6ZyqOZqFQEtLS4uSbERERJKwf/9+Fi1aBLAI\n2J/p7avnQURERJKi4EFERESSouBBREREkqLgQURERJKi4EFERESSouBBREREkqLgQURERJKi4EFE\nRESSouBBREREkqLgQURERJKi4EFERESSouBBREREkqLgQURERJKi4EFERESSouBBREREklLk9A6I\niOQS3wEfvv/00XG+g/fPv8/FvouUFpVyuf8y44vHc03lNdRU1uD9hBfvPK/TuysyJgoeRERs5J3n\nZfmU5azfuJ5Te05x6sQpLnOZ/qJ+rpx8JdffeD2bNm6iurra6V0VGTMFDyIiNurs7GTJyiW0fbwN\nzgB3Qn9tP3jgvcH32NqxlZ137GTPtj0KICRrKedBRMRGG762gbYFbXAMWAZMAzzBHxaYf7ctaGP9\nxvVO7aJIyhQ8iIjYaN9b+6AW8GP+G0tN8HUiWUrBg4iIjfoxQxShRywFwdeJZCkFDyIiNiqiCAIM\nPWIZDL5OJEspeBARsVHj/EZoB6ox/42lI/g6kSyl4EFExEabNm6i7s06mA78FDgODAZ/OGj+Xfdm\nHZs2bnJqF0VSpuBBRMRG1dXV7Nm2h6aqJq6ZdA28BEVbiuAf4dqXrqWptEnTNCXradBNRMRGoQqT\n13fQM72H8r7yUIXJ7uJu3q58mwebH1SFSclqCh5ERGzknaegQHKfhi1EREQkKQoeREREJCkKHkRE\n0sh3wMeKx1YwbeU0KuZWUNJQQsXcCqatnMaKx1bgO+BzehdFkqacBxERm1jJkgCX+i/x3rn3mOqZ\nyi8e/QU9n+qBGwEP9A320d3RTemWUpbfs9zZnRYZA/U8iIjYxDvPy+PLH+djuz7GkW8f4fDfHaZl\nU4sJHLRAluQQ9TyIiNgktBz3gjZYCXig6+mukRfIatYCWZJ9FDyIiNgktBz3tLAnC9ACWZJzNGwh\nImKT0HLc4bRAluQgBQ8iIjYJLccdTgtkSQ5S8CAiYpPQctzhlmIWyHofLZAlOUPBg4iITULLcYcr\nB1YDLVDxZAV8D2Zsm6EFsiSrKXgQEbFJaDnu6GW4P4Kyi2Us+pNF1P/XemZ9eRanbz7Ng80PqkiU\nZKV0ZOrUAH8F3AGMBw4DDwL707AtERHXaD7ZTN1DdVz+wWXO7DlDb6CXEk8Jk66ZRMMfNdC0pEmL\nZklOsDt4mAS8hhnhuwPoBOqAszZvR0TEdUIraq5zek9E0svu4GED8B6mp8Hyvs3bEBEREQfZnfNw\nF9ACPAd8iBmq+B2btyEiIiIOsjt4mAn8HvAOcDvw98CjwAM2b0dEREQcYvewRQGwD/jvwX//B/AJ\n4EvAU7F+4ZFHHqGqqiriOa/Xi9erpCIRERGfz4fPFzkr5+xZZ1MJ41VcH6tjwA7gobDnfg/4KsOL\nti4EWlpaWli4cKHNuyEi4i6xluu+duK1jCsaB4D3E17NxJCE7d+/n0WLFgEswoHZjHb3PLwGfDzq\nuXpMUCEikre887wsn7Kc9RvX88obr3D07FH6qvq49ZO3smnjJhWLkqxid/DwTWA38KeYpMlG4HeD\nDxGRvBVrue6jg0c52nGUnXfsVLVJySp2J0y+AdwNeIEDmOGKPwBUQk1E8lrEct3WgHEBMA3aFrSx\nfuN6B/dOJDnpqDD5UvAhIiJB+97aB7fF+WEN7Gvel9H9EUmF1rYQEcmAmMt1WwqCPxfJEgoeREQy\nIOZy3ZbB4M9FsoSCBxGRDIi5XLelI/hzkSyh4EFEJAPiLtd9HMa/Op4Prv+Au3x3aYluyQoKHkRE\nMqC6upo92/bQVNrENf9+DWyGoi1FsB2uqryKq9++mseXP65CUZIVNMgmIpIBVoXJy/Mu4/+JH+6E\n/lqTRPne4Hts7diqeg+SNdTzICKSAd55Xl70vsjVB67m4i0XVe9Bspp6HkRSoPUKJFmq9yC5QMGD\nSAq0XoEkS/UeJBcoeBBJgdYrkGSF6j3ECiBU70GyhHIeRFKg9QokWar3ILlAwYNICva9tQ9q4/yw\nJvhzkTAj1Xuoe7OOTRs3Obh3IolR8CCSAo1fC5jE2RWPrWDaymlUzK2gpKGEirkVTFs5jRWPrYgo\n/NR8spm6h+qo7ail/Plyir9fTPnz5dR21FL3UB3NJ5sd/CQiidHgmkgKNH4tAMsmL+PPt/w57Qva\n4UbAA32DfXR3dFO6pZTl9ywPvdY7z8zA8S3xsXX3Vlp/0MqZ98/w4XsfcubRM7T+oJWtq7bStKRJ\nM3XEtdTzIJICjV8LjC33ZdnkZbRtaaO9pp3u1d30fb6P7s91017TTtuWNpZPWT7sd0TcQsGDSAo0\nfi0wttwXJdtKNlPwIJICa/z6imNXUPB0AWzGPLbD0fNH+bj348PGvCV3+A74uMt3F++dfy/p3Bcl\n20o204CsSBJ8ByLHqXsDvZR4SqicXElpQSkX77xoLggeGBwc5KOOj0wX9D3qgs5FVpGw6756XdK5\nL0q2lWymngeRJMQbpz7x0Qku3qr1CvJNZ2cnN91xE+cqzyWd+xJKto1FybbicgoeRBLkO+Bj/n3z\nY49T96Au6DwUylu4Hfgpw3Nf3o+f+zJasu35yvMa7hLXUmgrkqBlk5dx6uApuDnGDz2oCzoPhRa5\n8gCrgdeAV4P/HoSJfRPZ84vYJco3bdzEzjt20naxDY4Cp4K/1wsV/RXs2LGDOXPmZO7DiCRBPQ8i\nCdrwtQ30lfXFDhICqAs6D0XkLZRjeiC+ANwH3A/9E/p5sPnBmD0I1dXVvPjdF5mwcwI0BH/nPuAB\n6FrRxW/f/9v4/f4MfRKR5Ch4EEnQvrf2QSGxg4RqVO8hD42Wt3Bt5bW86H0xZrEn3wEfK76yggu3\nX1CujGQdBQ8iCeqnP36QsBTYDryP6j2ESaZsczZKpUiYd56XyvOVypWRrKTgQSRBRRTBEmInxp2G\nostFrGENM7bNgO/BjG0zaCptyutluXO9imKqRcI0XVOylQZiRRLUOL+R1jOtwxPjAkAZFNYVcrjx\nMLM+PYvic8VcO/FaThed5sHmB/F+wpuX6xREVFG0WN3ymG75J77zhFO7N2ZWvY83nnuDs2fPwkuY\noKEECsYVUHVtVWiRK291/L+71kaRbKUjUyRBoez4BW2wHHMRHAQ6zF3mnhfzt4chntBshFhqYF9z\ndnbLWwthfbTgIzP7Jji7gg6Y8eYM9vgSOxYa5zfS2t4aGVxZlCsjLqZhC5EEVVdXs2fbHppKm+IO\nTeT6GH+ycrVb3q51KbQ2imQr9TyIJMh3wIfvP31wM5R/opzyM+VcKL7AD/khz/3Dc8ycNJOpnqns\n+uYuej7VM+rSzPkgV7vl7epRsdZGufyDy5zZM1TufNI1kxIa9hBxSnZ+c0Uc4J0Xmbfg9/tZv3E9\nr7zxCqfOnqKrqotf9f3KBA45NsY/VrnaLW9Xj0romFpn376JZIKCB5Ex6OzsZMnKJabreiXggaOD\nR+EpRp56l6Vj/GMVyhOhDWoYlieyaVt2dsvnao+KSKKU8yAyBnHHvEvIyTH+sUokTyQbpVLfQSQX\nKDwWGYO4Y95WmWrdkQKReSKzFufOFNZc7VERSVR+nclEbBJ3zNuqQJljY/xjFZ0nkiuU6Cj5TsGD\nyBjEHfNeCjwH/AYwCdgDdAKD4OnysH3edlY8toKmJU05eVHNF0p0lHyn4EFkDOLOIigHlsD4n43n\nUtclAp8JhJZsDgwGONFxgrItZTk/ZTM0XAFc6r/Ee+fe49qJ1zKuaBxA1g5XpItVsbL1B62ceT+y\nJ6NhVYOCTXGdeKldmbAQaGlpaWHhwoUO7oZI8vx+PzfdcZNJmowx5n3D/Bt4xvNM7OGL49BU2uSq\nKZvpuNiHT2U9evYoM6pmcOsnb2XTxk1ZmyiZLhGzd2qJqFhZ92ZdVieXSnrs37+fRYsWASwC9md6\n++p5EBmD0ca8d27ZCb8d55ddOGXTO8/L8inLIy72fVV9Y77Yx5vKerTjKDvv2KmLYZRcXQNEcpeC\nB5ExGG3Me/ZTs7NqyqbdF3tdDJOTq2uASO5SnQeRNAglVMbioimb1locM5bOsGWtBsu+t/aNXCzr\nLV0Mw+XqGiCSu+wOHjZiRurCHx/YvA0R18uWIkLLJi+jbUsbPf09kRf7bmAH8M/ATnjyX55ManGv\nYRfD8Pd7Bg61HcrbxcJiyZZgU8SSjiPyPzELFlsG0rANEVfLliJCoeGFnQxd7LuA54FlRMwUae9o\nT3hxr4iprDa8n1ukaxZJrq4BIrkrHcMWA5iZ7dbjdBq2IeJqVkJlbUct5c+XU/z9YsqfL6e2ozZU\nRMgNQsMLVmXMbkydimWkNIQR0fOyO/X3cwvvPC+PL3+cj+36GEe+fYTDf3eYI98+wsd2fYzHlz8+\n5umUWppbsk06eh6uAzqAy8DrwJ8BR9OwHRHXcmsRIauewBvPvcG54+cYuDBgLujVwLuYC72HlBf3\niuh56SRnkgHTNYtEFSsl29gdPOwF/gtwGJgC/HfM6Wgu8JHN2xKRJC2bvIw/3/LnfLTgI1iAyUEI\nYCpjbgXuInIII1qCyXvhF8OO7g4CnjgD+ikkAzpRWClds0jcGmyKxGN38LAt7P8PYorztgFfBL5p\n87ZEXM2NVQNDF79JmDyEqxhai6OSyCGMFBb3Cr8Yzl06l9ZAq3m/buA1wE+oENKvun+VVMluq10P\nfP8AJw+cNFU8bzTv1zfYR3dHd9pyKTSlUsRIdwpvD3AAmBXvBY888ghVVVURz3m9XrxeddFJdrPu\n8tsXtGfs4jaa0MXvJ5g8hCsYynEoZGgIw8bFvULJgFbAEpY4ySD0d/TTtqUt4faw2vXEwAn4DBmt\nJaEpleIEn8+Hzxc5K+ns2bMO7Y2R7vLUpZieh83AX0b9TOWpJaetfXgtWy9vdVWJ6tlLZ3P49sNm\nuOI+InsDjgC/hwn5rYAifKZIO9S9lXyp5FAp74E2+CQpt0eoXV8N+wzRBqGhuYGDrx1MeD8TMXfp\nXFpva83oNkVicbo8td2zLf4GuAWYgbnXeh6oAJ60eTsirufGQkkRUyitC2A5cDumf7A9+O/VwCHA\nB3wPeArKXi0b00wRK/+h6HSRaY/wmg/fC/63FZ776XMJ1XwItWv4Z4iWpl6AbKnfIZJudg9b1GBO\nN1diRjX3AIsxE5BE8orburh9B3ycGX/GXPxi5TWELydeiwkobFicycp/mP3UbA53H445dEEH9P6w\nl+VTRh+6CLWrDbkZycqW+h0i6WZ3z4MX85UqxZx+VgO/tHkbIlnBbVUDl01eRmlnKWwHxjP8Dtrq\ncWiBoseLbK9NUUSRGR6JU/Oh786+hGo+hNrVys2IJU29ANlSv0Mk3VTzNAe5Mcs/H7mtauCGr23g\nWOMxkyT5MvACZmpmLUN30B9BXWEde960f9XLxvmNtP6o1fRoxFKb2GyFULtaPSVxcjPS0QugKZUi\nRroTJkeihMk0iShkY40N29D9LMkJJQouiN3Fnem/w7Bkv6hpk55zHmoW1KQtwPT7/dQsqKHvd/vi\nvqZ+Rz3vvPbOqO8TatcqzOBoJzAIBV0FXDn7SgpLCjl/4jyXBi8R6A2YnopC8BR5GFcwLulAWgG5\nuI3TCZPqechBoxWy+bU1v0ZhSaFOgmnmtqqBw3IwrETJoOt2XMc7Px75wp2K5pPNlFSW0BfoSylP\nwWrXM8+d4dzxcwx6BvEUeCiYUkDFjRWcfeEsvbf2ws2YAMnKsQgG0t2D3UlPl3XjtFsRJ6nnIQeN\nOJ3sAhQ/XUzfb/WZefe7Cd21ebo8TJk3hXmr5ymIyEFumGaY7umrw95/BzAH+6aHumjarUW9IvnJ\n6Z6HdCyMJQ4bMcv/VYYCh+cxJ9YvAA9A4EsBTkw/YQr2JJD1LtnFDdMME10AynfAx4rHVjBt5TQq\n5lZQ0lBCxdyKUZfxHjY91o8t02XdOO3WYi2r3l7TTvdvdtM3qY/u3m7aD7fzk7/4CV/5w69o6XOx\nnYKHHBQ3y78LOIY5CebQSoeSGDes3JjobIWIC+Lqbvo+30f357ppr2kfMbgdFjjbUAvCd8DHsbPH\nXDXtNtywkuO6IZAMUM5DDoqb5b8bmIA5CfpRjf48U11dzZ5te1i/cT2vbHuFo2ePMqNqBrd+8lY2\nbduUkeTNRGcrjHUBqogiWJBULYh43f+Vkyu56L+Y8ZoSiRpWcjyD5bqdoGEad1DPQw6Ke4f5AWb9\ngugKg9FUoz8n+Q74eLD5QU7ffJpZX55F/X+tZ9aXZ3H65tM82Pygq7q1kxkmCB/iOHz0cOTQTBK1\nIOL1dpz46ASBqwPx36fd2cqSod4Wm4Zo3G6svVJiL/U85KB4Wf6XBi8xUD0Qv8KgZRC6L3Wz4rEV\niu5t4JY7pdBdfxZIpjpnxEyIT2C67q0qmdFVM0eoCBm3t6MHswCXNWsjqqZE8UvFbDrgXGXJmCXH\no+XQDUG6lkWX5Ch4yEHxuobnLp1L65JWcxKcyIgrJ958/c28seUNTU2zgab5JS90QewhcgnvAHAl\ndHzUge+AD+887/CLyerg7+wEBqDwUiGlr5YSKApwcfBi3KGauMttezAr9Fjv+2rYvlRD8aTijE+7\nDRcapnSgXLcTtCy6O2jYIo80zm+EM5iTYAmmwuD7xEye8xR4hk7ISqhMScTFLcvacqyzHlLVOL8R\n3sX0GszBrJ55H6YAfgMU9BSEuqdDQxzWgls/AE4B/cAADAwM0FPYw+XByxRdVcS5O87x9vVvDxuq\nidvbYV2UrboYXwjuyxeA5TD9iumO9uiEhinLcHw2TSa4bc2YfJUboaiMyu/3c+niJYp/VEzfnX2w\nErgI7AJ+BlyCsqoyrph+BXUP1bFzy0747Thvpug+Kdl8p5SuXpPRhnLuufcenr//ebpWdMXsnr5w\n+4VQ93Q//ZHFoG5j6N/LCRWHGhwcZLBjkEk/nMS2bduGJYgOS7a0WHkTLikzHs0apux5toeTL5wk\ncFdg1CGabBb37wQ51cPidup5yHF+v5+b7r6JyQ2TeabgGfr+S59Zqux7wL8AR6Dqmipu33g7//js\nP3L8x8fZvm475ePKFd3bJFvvlHwHfMy/b35aek1GS3oDCEwIJJQAGHPBrTFMRY5bB2MpZjGxOL10\ndk5xHUtPj3eel+3rtvP1b32d2/7yNmo/yO1Fu9xQr0TU85DTNr+8ma+s+wo943tMwpd15xS+MNFx\nWFW6ituX3M7W3VtZv349Z94/Q/ep7qElk6Mpuk9Ktt4pLZu8jFMHT5kyz7Gk0GsyWtLb3mf3UjOp\nhsOew7HfICzoirng1himIkcstx21ZgYXoeCnBVAcuT6G3WXGU+npyZdFu7Qsujuo5yGHvf7c6/R8\nqscknY1yBxd9J8gs8i66T9f4frbeKW342gb6ysLWobByCv4Z03P1XWh9p5XC6wopmlOUVFuNOBWz\nCp7+t6d5t+3dhJY037RxE8V9xSkXh7K6/6f+aiqeJz0RxZZ4GAaXDzKjcgYnXj1B18GuUC+dnfkO\n2ZwfkylaFt0d3HnLI2MSPY7cfaobfo+ETqTD7gTjLXecw9H9sCl/u6Gvs4/uw910/EUHB+YdYOvq\nrUlPrXT6TmmsU0X3vbVvqC5IvJyCVTBYOzi04NSRbk5sPMGuql180fPFuNuJO5TTBfwL9P9mP7SS\nUK5BzAW3xjDzwLpzX/v2WrbO3OrIVMBszo/JlHzpYXE79TzkkGG9B1UMTSkb5Q5u2J1gOWZWxiHM\nXeZj5Hx0n64yv07fKaVU6tlKFozOIYiVU9Bjnh+4c4Cez/eMuJ24JdTD3/dm4KeMWk7bO8/L6l9f\nPebiUNGcXMciE/kxTs2gcds+SGrU85BDhvUeWEFDAtniu9/aPfykFbZkc/2Oet55LX3LNbtBusr8\nOn2nlFKp5yWYQAoi74hj5RSEX/hH2U7cEurh72sFsGG1FTznPNQsqBmWazCsdyeJ4lDRnExwzUR+\njBvqjrhhHyQ1Ch5yyLAuTytoiDcE0Q51b5kT6adXfXropNVNZGGeQfhV969Y8diKnK4sGVHmN4e6\njsfaFd44v5HWM63mAu5j9JyCJNot7lDOQNT7hgWwANftuI53fjw8iI2uqnpp8BKBggD8HCg0SY5F\nFEEVtJe2M+2WaQx6BinxlFA6tRTPAg+BNwNcPnF5KFk4ToGqdE6OiRtUgW35MTGDyYvAIWj7qI3J\niyZTNqEsrRVQVSUy+yl4yCHD7pjCg4bPYrLHXwEGwdPlYcq8KaE7uNBJy+qyt8a2g8FDf0e/6XrO\n4TuCXC3zO9Y76dAFfkEbjGP0BaeSaLd4JdQv916mPxBnf0e4806kd6ezs5MlK5eYzxOs/dA32Ef3\nkW6Kniyi/65+M1TyE0yBKqsnJex7QAe0vdTGY688xrpb7e9KsiM/JjrH5dLgJQK9AQKDAQIE4ALw\n5bBf6CLiOx/wBEz+Shp7AZTbkf2U85Aj/H4/H574MHIcOTxv4QXgKJSXlFNbX8tt//M2vv7Nr4ey\nxUNV6sK77PMs2zs0KyKBHJFsEje/AEb8POG5GkXdRUM5BN1AL8NzCpJoN6s2wfEfH6frYBe9rb10\nHezi/rvuT9vMlLgzGY5hAgfr+aWM+D0YuHOAvc/uHfN+jMSO/Jhlk5fx1rffov2KdrondjPQM8Dg\n2UECS4J/nIlhn6mboRuMDH7ns7X2iQzJrrOgxBSq51DZMzy3wer2PQ5NpU1xuwKtk9Z7f/ke/bVx\nvrg5fkcQuusra3N1RcFkjbUrPPxu3u/3c9MdN9F2sc3ckS/FJDOGD4VdScrtNtKd91WvX8WxLx5j\n2sppY1pgLO7dbvRwSzlQychJk2n6HtiRH7PhaxvovL7T/J2WAEeAuzE3Ecsw+SPhM2g8ZPyzZmvt\nExmiv1AOCNVzuIJRcxvisU5as5+anVBhnlyUq2V+7egKt9rmxN+coGdZjwkQaohcKOoieN71EPhM\nIOXtRA9nTLpmEnUP1NH6ZCudN3aOKcku7t1urOGWwhjPWTL0PUhpim0Acx44hAmGajF/p9sYyoWy\ngomdZPyzRgS00TlWvXCs6FjO51hlOwUPOSB0R+Vh+Mp/g1DUXUTd/0isEl4+3xFYAZRvSdhJe2/U\nBczmioKZMOIFOcHPY7XN3Kfm0lrbap6MSmZkEMq+X8akjkkpbyfWnffah9fyyo2vjDnJLu6xHSt/\nw+EVKn0HfDy27TF2fWMXA3cODAuWzn/rPL0XekMVYcPb+qOzH0EfQwFDCUMBkjUs81xwQ7c581lD\nAa3VkxWVW9LT0ZPzOVbZLnevBHkk4o4q+oQOzNwxk+3rtif0XpnI9nY7p6dW2s3OzzPs7j3qrrHn\nXA+TmMTS319q212jdQf+sxd/Bg/GeVEC3etxj+1YU5kdXgxr2eRlPPToQyZwiBEsnV94npZHW7hw\n+4VhgUXxW8Vm2MUKFgJRDysXyppB48BnjdmTFfUZNevC3ZQwmQPGmhAXSyhxcpTCPJKfIo61LoYt\nmR1YFxi1+FS4RIoFWUWu+ktSS7KLOLYvYEptPwkcBv6VyIWvbiJji2HFsuFrG+gq6oqfi3DUrCwa\nK8mxb3KfSWi1ggUrFyW8cFY5MD74cyt/Jfo7/356Pqvf72fH5h20P9VOf3d/UgW5/H4/ax9ey9yl\nc5m9dDZzl85l7cNr8fv9tu6jjE7BQw6wc+2E6GzvwmcKKXi6gIKfFXD0/FGm3jJVleDyWMSxNoaV\nK6MlUv0yNEvCKpUdSwJB8rC1K6YH3+8zmB4Na7XZp8yjZEoJpYdKKX22NONVQfe9tW9ouCGWU8S/\n6C4Hz3nPUMAwAxMcTCcySLCCifBZWT5CbVD2apntn3Xzy5uZfvN0tl7eSuttrfRO6E04IIz+3cO3\nH6Z1eStbL29l+s3TeeyVx2zbTxmdhi1ygJ1rJ0R3cceaG5/uOeDiXhHHWicpz9VPpFhQKKcnxe71\nYWtXWAmDcVabva/0Pse6zPvpHzkXYaSaGhNg3BXj6H2pl4FfHxiadXE0+DsvYYpxBYB3MMFTLebz\nB88bZTvL+MaWb9heyyKU3B1dBTeBfIthvwuhY6XnUz3sfXZvWmpvSGwKHnKAHQlx8agSnIQLP9Y6\nujsIeOJ0BSSYpR8xfTJGZdOnu5+mZFJJZKJfjNlEZbvKWLxlcUKfIbRNa/ZBLA5PSy6iaOSpr9aw\nRJyL7hWVVzD3j+fyxnNvcLbgLIM/GzRtVQIFFQVUXVvFJ1d/kns+fg97n93LvuZ99NNPEUU0zm9k\n065NVFdX2/654lbBTSAgVGEpd1HwkAPSmeCnL6yECz/W5i6dS2ugNaUs/VACZlSVw/DKpp6XPJGJ\nflGziSaxK6RVAAAgAElEQVT2TeTdX7yb8MUutE0XVxJtnN9I69nW4bU0gsFSUVcR/e39cS+6ty2+\njSfWPZHQOSGTd+sjVsEdpddUhaXcRcGDjChfvrBjnVOfz+yYmRNKwBxhUa2+yX1Dd6fRs4mOw92l\ndyd1lxzapsPTMUeyaeMmfvQbP6JzSadZmtwKlnqh8FIhjQ83cuRfjtBJpyPLvI/VsOmy4QHhK0A3\nlE8qj9lrms/TyN1IrS0jypcvrFb5S54duTahAGSkRbWWg+fJ2MWnynYmPlwxbJsOT8ccSfPJZuZ/\neb4JZs+dobcoGMzONMFs/bR6KqZWmJ/bMFSZqeA5ZsCZYBVcTSN3l9w480va5MsXVrkdybMj1yYU\ngAy0jZgAOGPGDG4pvcWWsfnF9y7m2YeepeeTPbGHBcYYlNgpfHgo+sL+87/9Oa95XrP1wp6p4DmV\ngNPOxHBJnYIHGVG+fGGV25E8O3JtItZUGWE1zXHF42wL3tbduo57dt3D+o3r2V29m5PNJ7nUe4lx\nZeOY8rEpLPnkkrQlDI5FJi7smQqeUwk405kYLslT8CAjypcvbL7kdrhNxPTJ9q0Z6+Gqrq7Omp6k\nmBf2i8AhaPuojcmLJlM2oSylnohMBc+pBJy5Vvk126lIlIzIO89L05ImGlY1MOmaSZR4SugN9HLm\n/TO0/qCVrbu35kShKDurdLpFItUb7ZJq5b/F9y6mbGdZzMqmZTvLWHyvc0MITtv31r7IglDhlT2/\nCIEHA8MKayVLwbMkS8GDjCqRKoDZzs4qnW6Rqb+bHZX/1t26jmO7jtFU2kRDcwP1O+ppaG6gqbSJ\nY7uO5XXxn2EXdhsqe0bLxeBZ0kvBg4wqotvUppOV2+Timh6Z+rtFVP6L2o5V+S8R1lDCwdcO8s5r\n73DwtYM88Z0nXJN74JSIC3s3plJkEutBJCJm8NyNWf/jKTh0/JBjZekz2YMmiVM4mcUyNb0qH5IJ\nM5Hbkam/l12rUCYqH44PJ4VmPE3CFNIaj+1DDKEZKJ/qgSpMzYVjmNLVt0HAE0h7WXq/3x8qRx4+\no+ZPHv4T04OmadSuEu8QzISFQEtLSwsLFy50cDeyV6x1J8JnQuzZtseWu7bZS2dz+PbDcX9ev6Oe\nd157J+Xt5LpM/b1C2znbBg/Ef51dfzcdH+nl9/u56Y6bzHTWT2IKRt1H3JkpDc0NHHzt4Ji2c9dD\nd/H6rtcJ1ATMtmIlsI5Sj2EsNr+8ma+s+4oJXqK+G4UvFQ5fmjyN+5It9u/fz6JFiwAWAfszvX0N\nW2SxTHVLazzUHun6e0UnK9Y31tuyCmWidHykl9UrVnS6yFxYw5fWjpZCfk51dTUfv/rjphhXD7YP\njYwkYuirBzNc4gN2wsDAQEb3RRKTzuDhv2Fix2+mcRt5bVgWdjgbv1S5mEzohHT8vWIlK54rPpfW\ni0w0HR/p5Z3nZfu67cy8ZubQAmHhS2sT/O/7qc9MCR2j4et+WLkP/4xZrtsHh48dtjXfILTd8Jkk\n9wUfk9BMEBdK1y3BDcBDwNvEvyeRFGVqelW+FIpKt3T8veIuUzzKKpR1b9n3d9PxkRmhHh6bFgiL\nJXSMWut+dBN3wbK2LW225RuEthtrjRMXr0GSz9LR81ABPA38DnAmDe8vQZnqLra6TWs7ail/vpzi\n7xdT/nw5tR21oWTCbJXJTO50/L1i9mZYJ1vrInMI0wX8PfMo+nGRrX+3XD4+3CSih8daD+ILmLvz\nW+HuO5NbICyW0DFq9VqlYVroiNv1Y47n8N6OC6hny4XSEbJ9B/gh8DPgL9Lw/hKUqXUncrmyWyYX\nxErH3ytmb0b4gk8xVqG8v/R+s1yzTXL5+HCTiBkRaVqLI3SMWr1WkJGZNKHtehje29ET3JffwAQW\n6tlyBbt7HtYA84E/Df5bQxZppKp8qctkDYt01JIY1pvRDfQBLwDv27cdcV4mCmmFjtGPgM8C/WRs\naLTuzTroxQzHhPd2WD1ovwSeAs/jHvVsuYCdPQ/TgL8FlmMOAYhMu4npkUceoaqqKuI5r9eL15v9\n6yWkW/gCP3asNpiPMlmjwK5aEuH1Ik4ePTnUy9DF0B3brZgu51cxgcMFqJpTlVPrkeSjdK/JEX2M\ndvd2ZyTfwNruib85Qc+JnsjeMhjqQRuEOc1zxjQVNZv5fD58vsgh1LNnzzq0N4addR5WAf8KDIQ9\nZ00WGwBKibxHUp0HcVy21SjwHfDx2LbH2PWNXWbuu1U46DcwuQ0NaD682Gbtw2vZenlrxo4pv99P\nzYIa+n63L+5r3PaddEou1XloBj4B/FrwMR94A5M8OR8NYYgLZVONAr/fzwvfeIFX/++rQ0VzKhjq\n0m1D8+HFVhFDoxcwSYxPY4YP/t3DOyffSXjxs0Q0n2ympLIka76T+czO4KELaA17HMSkunwU/LeI\n62RLjQKrnsP33/w+gcpAZJBgdelWofnwYisrz2Lx6cV4nvSY+gtfAB6AwJcC7Jm0J+HFzxLhnedl\n9a+vzorvZL5Ld4VJa9KYiCtly4JYoXoOPUAJsYOEkb5tumOTMYqoPJni4meJyJbvZL5Ld/Dw68Af\npXkbImOWLTUKIir/xQoSujFpyrpjkzTIVDVbyJ7vZL7TrUgWirf63KaNmmGRrGypURBR+e9KhmZY\nwNAsC6tscXRFSc2HlxRlqpotZM93Mt9pYawsE2stg9blrWy9vNXWscd8EL2g1Nylc1n78FpbE8Ds\nElH5bwaRaxtYVQDrGV5R8ikoe6VMd2ySktDxF73OxT8D26HjdMeo1VgzWc1V0k89D1nE7/fz9T/6\neuy1DMLGHu0oFjPSPuRCr0fEEsBhNftbO1p59uZn+caWb6S1HZM1rPLfEkwa8qvAOYZqVURXlByE\n6c3T2b5ue0b3V3JL4/xGWt9tHQpUw74zdEDBjgKWTxm5Gmsmq7lK+qnnIUtYPQ5HzhxxbDpeLvV6\nRCwoleYEMDsMq/x3DLMOgFVVRbMsJI02bdxExasVcde5uHD7hVGrsWaymqukn4KHLBG62MXLtIe0\nXyiy7YI7kkwmgNkhIonsx+UUnymmvKSc2vpayj9WrlkWklbNJ5sJTAik9J1J9junYQ53U/CQJUJf\nPAen42XbBXckmUwAS8RoJ0qA7eu2c/zHx+k62EVvay9dB7s4/uPjmhcvaeed56VmUs3QdyY698EH\n7R3tI+YLJfudWzZ5GW1b2mivaad7dTd9n++j+3PdtNe0m+XARxkmkfRS8JAlQl88a8XEWNJ8oXDb\nBTcVbqssmcqJUvPiJRNC35kuTN7NHMxy4PcBXji//PyIw5fJfuc0zOFuCh6yROiLZ03Hi75QvJ/+\nC4XbLripcFtlyVROlJoXL5kQ+s5YSZNJDl8m+53LpZ7OXKTgIUuEvnjW8rTR0/FeTf90PLddcFPh\ntrv1VE6U3nneuEMa29dtN3PmRVIUWufiA8Z0rEaskxH1nSvbWcbiexdHvD6XejpzUfbcKua5TRs3\nsfOOnbTRZgoABZentQoA7dm2J+1TJYftQxYXIbJreWy76EQpbrfu1nXcs+seZt00i/Oe87FfNMKx\nav3++o3r2dccNdV71/Cp3qGezjQvBy5jo9bPEm642LlhH+zidBW76HoZx44e04lSXK+6upraybW0\nBlrHdKxWV1cnvIR3qLZJrOXAs6ynMxfpjJQlnL7YuWUfckHMAlXbiSw5HU4nSnGRTF3UF9+7mGcf\netZ8T6J6Ost2lrF4y+JR3kHSSTkPknecLksds17GzZhE2PcZGg++APwb8CJ8t/m7muMurpCpfCFr\nOfCm0iYamhuo31FPQ3MDTaVNHNt1zFUVYPNRvFHWTFgItLS0tLBw4UIHd0PyScRdv7VKZdjdTCbK\nUs9dOpfW22J0+3YDu6DkWAm1NbUcP36cvt/qg0mYDPdOs6+eLg9T5k1h3up5NC1pUkKkZJTvgI+t\nu7fS+oNWPvrVR1y8cBEGoaC0gHHl41j0a4t4/tHns6pcfTbav38/ixYtAlgE7M/09tXzkAWcvlPO\nJW6okhkzObIbeA04BYHCAKf9p4cCh+cxc+q/ADwAgS8FODH9hArliCOs2T1f3fBVAAK/GSDwpQAD\n/88A3au7ebX81awrVy/JU/Dgcm5dTyI6oJndOJvrFl7H7BtnuzrAccPc8WH1MqKK7vT9Th/nis+Z\n/RxhTr0K5YiT3BCIi3MUPLicG7+gwwKaJYc57D/MkYVHOLzysGsCnFjcMCVyWL2MeAGCB7P4lQrl\niAu5IRAX5yh4cDk3fkGHBTRjrDjnBDdUyRyWcBYrQLDWMPHgeLAjEosbAnFxjoIHl3PjFzQioOkG\njuK6ACceN1TJjC4nTRfD/8bWGiYOLoQmMpJkAnHlbeUeBQ8u54Y75WihgMYaqx9PSqvtZZIbylKH\nl5M++vJRJo6bOPxvbK1hMh7Hgx2RWBINxN2atyWpUfDgcm64U44WCmis4YpCUlptL5PctIiUdVI9\nV3lu+N/YWsNkAFPrIbz+wwjrAYhkSkQgfgFz0/A08BQU/XsRL+96mdk3zmZD0wbX5W1J6tTn6XJu\nrLIWqjDnx1RItLrYDzGU+2CJOkk4XdjFTVUyQ7kjV2CCrmVE/o1PQ1lfGV/7p69xcMfBhNYDEMkU\nKxA//c+nOXvoLHwGcz7ohv7n+zl2wzEznPk9Rh7WbHbPsKYkTsGDyyW7mEwmhAKagR5zJ7EUc/ED\nc/KIRSeJYfa9tW+oPPVqTJ2HVwkVrprYN5F3f/Gu+Rt/xsk9FRnOCsTXvr2WrfVbh24awhOoQUm/\nOUrBQxZIZjGZTLACmutuvI5zgXNDXew+dJJIQkQybDlmpdQwk3dMVs+CuF4oCIahBOrwm4jwmUPR\nlPSbtZTzIGNSXV3N3SvvHhqrL8ck97ksudPN3JgMK5KsEROoYWhYMxYl/WYtBQ8yZovvXUzZzrKh\nmQs6SSTFjcmwIsmKm0ANpieiD3iBmEm/mZrhJPZT8CBjFr3q3VVdV+F5waOZAQkaFnyB2kuyTigI\ntoqdWTcRVk/E9UAT8EtM8uRTwN9D1btVGZ/hJPZRv6ikJDofw+/3uyq5083cmAwrkqy4CdQTiUyc\nDM/pOQ6rSlfxxDr35HJJcrQkt4iIpMTv95sE6gfOmatKN6bmw0PETZRsaG7g4GsHM7qfuURLcouI\nSFaLmUA9Ac2+ymEKHiRv+A74WPHYCqatnEbF3ApKGkqomFvBtJXTWPHYCnwHfE7vokjWGpbDo3VZ\ncpqCB8kbyyYvo21LG+017XSv7qbv8310f66b9pp22ra0sXzKcqd3USRrRSdQV/ZWajZRDlPwIHlj\nw9c20LagLWaN/bYFbazfuN7BvRPJflYC9cHXDnLkF0ccX4RO0kfBg+SNiKXEo7ls6XCRbOemRejE\nfhp0krwRUQ46mhK4RGzlpkXoxH7qeRBbuTkpUeWgRUTsoeBBbOXmpESVgxYRsYeCB7GVm5MSVQ5a\nRMQe6qcVW0UszxutBvY1O5eUqHLQIiL2UPAgtopISuwGXsMsmOMBAtDe247f73fsQh29FoeIiCRP\nwxZiq1BSorWi3hzgvuDDC+eXn2f6zdN57JXHnNxNERFJgd3Bw+8B/wGcCz52A3fYvA1xsVBS4m6G\nVtSLyn3o+VQPe5/d69QuiohIiuwOHo4DGzArZi4Cfga8CMy1eTviUqGkxA9QQSYRkRxld/DwQ2Ab\n0AYcAf47cAHQHLg8YdW3ryysVEEmEZEclc6EyUJgNVAK7EzjdsRlqqurqZ1cS2ugFXoYljTJlaDY\nQUQke6UjYXIeJl3uErAFuBfTCyF5pHF+I7xLzKRJGqDteJuSJkVEslQ6eh5+CVwPTMT0PDwDfBrY\nH+vFjzzyCFVVVRHPeb1evF5vGnZNMmXxvYv57prvMnDngEmatASTJgfuHGDvs3tZd6sK34uIjMTn\n8+HzRZb2P3v2rEN7Y8QblbbTT4BjwO9GPb8QaGlpaWHhwoUZ2A3JtNk3zubwysOxj7JBaGhu4OBr\nBzO+XyIi2W7//v0sWrQIzOSEmDfn6ZSJOg8FGdqOuE0RSpoUEclBdg9b/B/gR5gpmxOANcCtwP+y\neTuSBUIFo+L0PGgVSxGR7GR3j0A18BQm76EZuAFYgan3IHlGq1iKiOQmu4OH3wFmAOOAycDtwE9t\n3oZkCa1iKSKSm9RvLGmjVSxFRHKTggdJK61iKSKSezQLQvKC3+9n7cNrmbt0LrOXzmbu0rmsfXgt\nfr/f6V0TEck6Ch4k521+eTPTb57O1stbab2tlcO3H6Z1eStbL2/V8uAiImOg4EFy3uvPvU7Pp3q0\nPLiIiE0UPEjO2/fWPi0PLiJiIwUPkvP66VelSxERGyl4kIxyInExVOkyFlW6FBFJmoIHyRinEhdV\n6VJExF4KHiRjnEpcVKVLERF7qb9WMmbfW/vgtjg/rIF9zelJXFSlSxEReyl4kIwZlrjYDbwG+AEP\nHLlwhLUPr2XTRvsv6Kp0KSJiHw1bSMZEJC52Ac8Bc4D7zKP3d3tVuElEJAsoeJCMiUhc3A0sQ4Wb\nRESykIIHyZiIxMVOVLhJRCRLKXiQjFl36zqO7TpGU2kTJZdKVLhJRCRLKXiQjLISF2ddMysjhZu0\nmqaIiP0UPIgjMlG4Satpioikh6ZqiiMW37uYZx961hSNqsGEsYNAR7Bw05bECzf5/X5Tw+EtU8OB\nPhjsH6TzdCc9twWLUlmikjLX3brO3g8mIpIHFDyII+wq3NTZ2cmSlUtoW9BmClB1A88DS4CfM3JS\nZpqKUomI5DoFD+IYOwo3rf6D1SZwmIYJHJ4DlmKmgo5HSZkiImmgnAfJaqfeP2V6F6yiUx7gKKaG\nRCFaTVNEJA0UPIijUpkN4ff7af+w3QQMVtGpEuAUJqCoRqtpioikgW69xDHD8hU8wCC0drSy846d\n7Nm2J27uw+aXN/OVdV+hZ6DH9C74Me8RCL6PBzN88RwmqAhPymyHsl3JJWWKiMgQBQ/imIh8BUtw\nNkQbbXzu9z/HK75XYv5uaHnvQ5jeBStgqAY+wAQR5cBqzOJbrxIKTib2TeTdX7yr1TRFRMZIwYM4\n5tT7p0ZcovtU86m4vxta3vsKTO8CmIBhKbAVE1BMwwQQt4f94nG4u/RuBQ4iIilQzoM4ZtgS3eGi\nZkOE50bUNdbxy1/90vyu1bsQwAQM5cC9wA+B9zHDFAT/ezxYQ+JeDVeIiKRCPQ/imNAS3bECiLDZ\nEBG5EUswdRzGMfS7VsAQnt/wALAL+Bl4LnuYctUUVixdkVQNCRERiU3BgzimcX4jre2tkTkPlrDZ\nEKHciCuAZ4HlDOU6WL8bnt/wUxjPeGZcPYPG32xk00YFDCIidlLwII5JtET1qfdPmR4Hq45DLUO5\nDuEzKcYDH4e6S3UjztQQEZHUKOdBHBO+RHf9j+upfKKSkn8oofLlSmqratn77F78fr/JfQiv4xCe\n63AI8AHfM/+t/GmlAgcRkTRTz4M4qrq6mr/6H3/FkpVLOL/8PNRCr6eX84PnOdxxmJ137KSwqBDO\nMFTHITzXIXwmxSDUNtcqcBARSTMFD+K4YetTvIYp+uSBtt42xl0eN7ROhVU1cpQ8CRERSR8FD+K4\nUL2HLsxMimVEVJy8dOQSbGOojoOqRoqIOErBgzguVO/BymuIrjhZD/wHQz0O0VUje2Fy2WQO7Dqg\nIQsRkQxQwqQ4LlTvwY+ZSRHLHVD8w2I4jhnCuB3wAp+CuivqOPCyAgcRkUxRz4M4LlTvwVqfIpYJ\nMO2aadxSegv7mvfRTz9FFNE4v5FN21THQUQkkxQ8iONC9R56e0asODmueBxPfOeJTO+eiIhE0bCF\nOM6q9zBr0iyT1xCLZlKIiLiGggdxherqav74m39M2c4yk9egBa1ERFzL7uDhT4FfAOeBD4F/w+TK\ni4wqvOJkQ3MD9TvqaWhuoKm0iWO7jrHu1nVO76KIiGB/zsMtwN9hAohi4H8BO4AGoMfmbUkOqq6u\nVl6DiIjL2R08rIz691qgE1iIWSBZREREsly6cx6qgv/9KM3bERERkQxJZ/DgAb4J7ARa07gdERER\nyaB01nn4NjAXuDmN2xAREZEMS1fw8HfAb2ESKD8Y6YWPPPIIVVVVEc95vV68Xm+adk1ERCR7+Hw+\nfD5fxHNnz551aG+MeMWAU3m/vwM+A3waaBvhtQuBlpaWFhYuXGjzboiIiOSu/fv3s2jRIoBFwP5M\nb9/unofvYJYr+gzQDUwJPn8WuGTztkRERMQBdidMfgmoBF7GDFdYj3tt3o6IiIg4xO6eB5W7FhER\nyXG62IuIiEhSFDyIiIhIUhQ8iIiISFIUPIiIiEhSFDyIiIhIUhQ8iIiISFIUPIiIiEhSFDyIiIhI\nUhQ8iIiISFIUPIiIiEhSFDyIiIhIUhQ8iIiISFIUPIiIiEhSFDyIiKSB3+9n7dq1zJ07l9mzZzN3\n7lzWrl3LoUOHWLt2LbNnz2bixImUlJRQXFxMQUEBhYWFlJSUUFVVhdfrxe/3O/0xRGKye0lukbzk\n9/tZv349+/bto7+/n6KiIhobG9m0aRPV1dVO755kWGdnJ0uWLKGtrS3i+dbWVp5++mn6+/tj/l4g\nEGBwcJBz587xzDPPsHfvXvbt26djSFxHwYNIika6UOzcuZM9e/bo5J8nDh06xJ133snRo0fjviZe\n4BDLsWPHqKur4/XXX2fOnDl27KKILRQ8iKTA7/ezdOnSYYGDpa2tjVmzZlFbW8v1118PwNtvv50V\nvRPqTRmd1Ua7d++mvb2dnp4e27dx4cIFGhoaKC8vp6amhiVLluhvIHltIRBoaWkJiGSLzs7OQFNT\nU6ChoSEwc+bMQHFxcQBI6VFXVxfo7Ox09LPU19cHGhoaAk1NTYHOzs7AwYMHAxMmTIi5vxUVFYHW\n1taUt5HNOjs7A5///Odt+fvbdczkaltLbC0tLdbxsNDWK3MWUPAgWSPdF4tZs2Zl9CT/4YcfBurq\n6lLeb4/HEygpKQnMmjUrIqAYrb2Ki4sDa9asSfkz23nBtN6rvr4+UFlZGSguLg4UFxcHSkpKApWV\nlYH6+vpAU1NT4ODBg7a0nR0Pj8cT8Hg8I76moqIiUF9fH3rMmjUr7r8VcGQPp4MHjxMbDVoItLS0\ntLBwYd4FTq4T3UUNMDg4yODgIKdOneLSpUuMGzeOKVOm5F23abycBrsVFxfz2c9+lkcffTStbev3\n+2lsbOTYsWNp20aiiouLufPOOxk3btyw4Zz169ezadMmdu/ezcmTJ0PH4JVXXkkgEMDv99PV1RX3\nvYuKivB4Ik9xHo+HkpISCgoKCAQCBAIBLl++TCAQSDgXoaioKKm8hWxUXFzMNddcQ2FhIYODgxQU\nmIl5Grpyj/3797No0SKARcB+h3cno9TzkEGx7qqKiorGfMdTXFwcuhPLtbuU6LYa7c7O7ofH4wkU\nFRUFPB5PoKCgIDBhwoSItg7fv4qKitDriouLAxMnThzxjv7gwYOB8vJyx++YE3mkcny6+ZELn8up\nobZAQMMzFqd7Hpyk4CENWltbAzNmzMibE4nd7OrOT9fj2muvDUyfPj3hi1RdXV3oxPrhhx8GKioq\nHP8M+fywhnfsDOSdekycODHli3Z0DtHEiRMDEyZMCFRUVAwbLrKO4Xjfz1w6DyVCwYOCh5RZX8Br\nr73WsROJ9eXO9juCpqYmx0/K6XjU1dUF1qxZ4/h+5PNj2rRpI34XWltbszKIGOtFO9lAvaioaNRe\ns6amplS+/llFwYOChzFzOuM7mUciXepuUFNT43hbpesxceJEx/chXx+rVq1K6Lh3oufQjsdYLtrp\nCNQbGhrG8rXPSgoeFDyMyUhT6dz+mD59uqMBxEg9JPX19WP6TMXFxYHp06e7OpArKChwfB/y8TGW\nC2t4XoubjynrUVJSknQvY0NDg+37UVVVlXRbZysFDwoekpYLY9dOdS+ONmY6derUpD5H9JTDeIFJ\n+Di3UxeDwsJCx//u+fawYxy+s7PT1Xk44Y+ysrLA5s2bE/pcVVVVtm9fPQ+ZowqTWWjDhg0jTlHL\nBtu2bXNkuxs2bBi1GmQiCgoKeOCBB4ZNWauuruaJJ56I+TvW836/n9///d/nmWeeSXLvU1NaWppU\nBUSPx8PMmTO54YYbADM17OTJk3R3dzMwMJD09qdNm8bJkyfp6+tL6PVumBJZVFREQUFBaIqo3+/n\nwoULw143ffp0Fi9enJbqodXV1ezZsydUyfLkyZNcvHiRQCAQ8XfweDyMHz+e3t7emG1cXFzMtGnT\nKCgoCE29BEJTMfv7+zl+/HjCf59Yenp62Lt3L+vWrRv1tVdffTVnz54d87ZiaWxstPX9xJ3U8zBG\n6ejuc+IRPQUxE0Yblqivr0/oLm/NmjVp3xe7H2vWrBnxs3k8noRzUzo7OwOrVq1KqBelvLw8VEAq\nVs/MmjVrAmvWrBmxt2a0nraKiorA9OnTAzNnzowo8BT9KCkpCVRUVAQqKytDWf3xikHF+vzZkBSc\nyj5G/65VRKqystL2u3+7cx402yJ/KHgYo3R091mP8vLywPTp0yMqzs2aNSvtF7ZMfPE3bdo06n5U\nVlYGOjs7A2vWrImb+W5XzkYmZ3ZMmDAhokZEOi5+6b6wZsOFO1clM3RSX19v+3uO9igsLMy740DB\ng4KHpKWj52Gk9QoyNeaarsJT1qyURIo9FRcXj5q/YOfFMF67ejyewKpVqwKrVq1KqO0KCgrifr5k\n1qIQicf6PpSUlIx4LCaTdxCvzkOyhczs6AnMNgoeFDwkLZk71ugLx1gviJnO/rZr7YOxFH3KZDLn\naH+PzZs3B8aPHx83wJg6deqwypO6M5d0Gu38Y9f3x+oBHO184/TsLacoeFDwkLTR7linT5+e1gtH\nZ2dnRoYyIHJRn/DPlOgiRmMpjFRTU2N7m6VCQYG4yebNmwNlZWUxvzvJzLZIVPR3PZHclHzgdPCg\nhQjGSv4AAAgHSURBVLGyVPRCVplesMbv93PTTTfFnLlQVFTEuHHj6O7uJhAI2L5ta8GjRLLCPR5P\n0vtQX1/PO++8M9bdE8l5Tp9/xPmFsTRVM0uNNCUwU9u3po/FO4GMFGCkIpnpe2MJXoqK9LUQGYnT\n5x9xns6SMmajnUCsAMOJmgapuPLKK53eBRERVysY/SUiY1ddXY3P52PNmjVO70pC6urqeP75553e\nDRERV1PwIBnx6KOPUldX5/RuDFNZWUldXR0NDQ00NTWxZ88ejdmKiIxCwxaSEdE5EpcuXeL06dMM\nDg4yODhId3d3xvdp5syZtudjiIjkAwUPkjEj5Uh4vd6M50WMGzcuo9sTEckVGrYQV3BiWEOJkSIi\nY6PgIc/4fD6ndyEma1ijqamJ+vp6KisrKSkpoaKiguLi4lF/v6ysjL/+67+mqamJhoYG6uvrqa+v\nZ8KECTFfn8nESLe2eS5Tm2ee2jy/pGPY4hbgTzBFoKYCdwMvpGE7MgY+nw+v1+v0bsQUb1gjvCCN\nlSsBpuegtLR0xOI0bihm4+Y2z1Vq88xTm+eXdAQPZcCbwOPAv2LKZ4qMWSoFaVTMRkTEfukIHrYF\nHyIiIpKDlPMgIiIiSXF8quahQ4ec3oW8cvbsWfbvz/gaKnlNbZ55avPMU5tnltPXznSvqjkIrAJe\njPGzqcAvgJo074OIiEgu6gBuAE5kesNO9jycwHzoqQ7ug4iISLY6gQOBAzg/bOHYBxcREZGxSUfw\nUA5cF/bvmcB84DRwPA3bExERkSz3aUyuwyAwEPb//+TgPomIiIiIiIiIiIiIiIiIiEj+2shQ/oL1\n+CDqNXMwNR3OAueBPcC0qNfcBPwM6ALOAD8HxoX9/FiM7fzvqPe4Bvj34Hv4gb8FRl96MftsJLU2\nnx7j963HZ8PeYxLw3eB7nAWeAiZGbUdtPsSONj8W4+c6zsd+brka+B5wEtNe+4lsb9BxHm4jmWnz\nYzG2o+N87G1eB/wb0AmcA74PXBX1Hq47zjcCbwd31Hp8LOzndZgZFf8X+DXMSXQlEL504U2YD7Me\n00h1wD1ASdhrjgJfjdpOedjPC4EDQHNwO8uAduDRVD+gC20ktTYviPrdq4A/xxx0ZWHv82PgP4Ab\ngcXBbYYX9lKbD7GrzXWcD9lI6ueWnwN7gU8Gf/5VoB8z08ui43zIRjLT5jrOh2wktTYvB9qA54G5\nwCcwgcTrRBZ8dN1xvhGzWmY8zwBPjvIee4GvjfKao8AfjPDzlZgDdErYc58HLgIVo7x3ttlI6m0e\n7U3gH8L+PQcTAd8Q9tyNweesKbdq8yF2tDnoOA+3kdTb/ALwhajnTgFrg/+v4zzSRtLf5qDjPNxG\nUmvz2zFtFd4uVZhjeFnw3xk7zpNdGOs6TDnMXwE+YEbY+/wm8C6wHfgQEyh8Jux3rwIaMV0kuzFd\nXS8DS2NsZwPmIHwT+DMiu1NuwkRNJ8Oe2wGUAouS/DzZIJU2j7YIE2k+HvbcTZi74l+EPfd68Lkl\nYa9Rm9vX5hYd50NSbfMfAmswXbYFwf8vwZxjQMd5LOluc4uO8yGptHkpEAB6w567jAkMrOuoK4/z\nO4C7Md0lyzBdVieAKzARzCBm/OQPgOsxB8wAcEvw9xcHX3MK+CLmhPoN4BIwK2w7jwCfwnTJPIgZ\n2wm/a9tC7CW/L2Gip1ySaptH+/+A/4x67s+Ad2K89p3g+4Ha3O42Bx3n4exo8/GYbthBzMn1LEN3\nY6DjPFom2hx0nIdLtc2vxLTxNzFtXw58O/h7fx98TVYc52WYD/6HmPUpBoGno17zAiahBkzUMwj8\nZdRr/oPhCTTh7gn+3qTgv7dgIrNouXiwRUu2zcONxxx4fxj1fKIHm9rcvjaPRcf5kLG0+b9ikst+\nHZgH/AUmIfsTwZ/rOB9ZOto8Fh3nQ8bS5rcBRzBBRR9mmOMN4DvBn2fsOE922CJcD6brYxamN6Ef\naI16zS8xWZ0wtIZF9GsOhb0mlteD/7V6J04Ck6NeMwnTXXaS3JZsm4f7HOZi9lTU8ycZnq1L8LmT\nYa9Rm9vX5rHoOB+SbJvPwaze+yDmbu4A8D8xJ9WHg6/RcT6ydLR5LDrOh4zl3PKT4OurMcmWXwRq\nMcMgkMHjPJXgoRRowAQFfZgxlo9HvaYeM1WH4H8/iPGa2WGviWVB8L9W8LEbE9mGf/jbMWM/LQnu\ne7ZKts3DPYiJYk9HPb8HM40nOsFmIqatQW1ud5vHouN8SLJtbp3HBqJeM8hQFrqO85Glo81j0XE+\nJJVzy0eYqZzLMIGENZvClcf532DGXmYEd+bfMV2y1hzUVcGN/w4mMvoypkGWhL3HHwR/57PB1/y/\nQDdDSSOLMV0484PP3YuZQvJvYe9RgJl68pPg65YB72PmqeYaO9qc4M8GMAdILD8C3iJyas8LYT9X\nm9vb5jrOI6Xa5oWYO7ZXMCfNOuArmPa/I2w7Os6HZKLNb0LHeTg7zi1rMcduHXA/psfir6O247rj\n3IfJEr2MOQCeY3iUtBY4jOmO2Q/8doz32RDc0S5gF5ENswATOZ0JvschzDjauKj3mIZp+G5M432L\n3CwqYleb/29G7t2pwhQVORd8PAVURr1GbT4k1TbXcR7JjjafGfy9E5hzy5sMn0ao43xIJtpcx3kk\nO9r8/2Da+zJmSOORGNvRcS4iIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIi\nIiIiIiIiIiKO+v8Bl+sGsAOf55gAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.348e-01 6.523e+01 inf -- -3.028e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.699e-01 6.427e+01 8.100e+01 -- -2.218e+02 -- 0.580653 0.565804 0.565201 0.565214 0.565618 0.565947 0.565564 0.568603\n", + " 3 3.354e+00 6.351e+01 8.006e+01 -- -1.417e+02 -- 0.182695 0.132486 0.130058 0.130216 0.131744 0.132399 0.131339 0.138486\n", + " 4 1.556e+00 6.272e+01 7.903e+01 -- -6.268e+01 -- -0.16907 -0.296462 -0.306097 -0.304877 -0.301753 -0.300835 -0.302915 -0.292641\n", + " 5 5.969e-01 6.132e+01 7.726e+01 -- 1.458e+01 -- -0.432204 -0.709149 -0.744405 -0.7396 -0.734995 -0.733546 -0.736839 -0.725614\n", + " 6 3.744e-01 5.885e+01 7.418e+01 -- 8.877e+01 -- -0.574318 -1.06985 -1.18591 -1.17296 -1.16819 -1.16502 -1.16974 -1.15872\n", + " 7 2.704e-01 5.526e+01 6.977e+01 -- 1.585e+02 -- -0.632315 -1.30174 -1.62986 -1.60311 -1.60167 -1.59376 -1.60104 -1.58978\n", + " 8 2.118e-01 5.083e+01 6.476e+01 -- 2.233e+02 -- -0.652594 -1.36692 -2.06821 -2.02717 -2.03482 -2.01697 -2.03052 -2.01815\n", + " 9 1.754e-01 4.545e+01 5.869e+01 -- 2.820e+02 -- -0.636309 -1.38302 -2.45398 -2.43781 -2.46343 -2.42984 -2.45896 -2.44563\n", + " 10 1.490e-01 3.871e+01 4.984e+01 -- 3.318e+02 -- -0.605808 -1.40775 -2.67391 -2.81453 -2.87421 -2.81781 -2.88685 -2.87465\n", + " 11 1.236e-01 3.039e+01 3.772e+01 -- 3.696e+02 -- -0.57763 -1.42753 -2.69296 -3.11171 -3.23381 -3.14653 -3.31141 -3.30288\n", + " 12 9.229e-02 2.069e+01 2.286e+01 -- 3.924e+02 -- -0.556681 -1.44088 -2.69001 -3.27817 -3.48572 -3.34948 -3.71554 -3.7112\n", + " 13 5.640e-02 1.099e+01 9.621e+00 -- 4.020e+02 -- -0.542063 -1.44901 -2.6978 -3.33497 -3.57555 -3.3977 -4.04347 -4.0537\n", + " 14 2.620e-02 4.040e+00 2.310e+00 -- 4.043e+02 -- -0.533703 -1.45096 -2.69258 -3.36521 -3.54261 -3.39935 -4.19655 -4.28234\n", + " 15 9.422e-03 1.233e+00 3.575e-01 -- 4.047e+02 -- -0.531223 -1.44814 -2.69847 -3.37914 -3.48828 -3.41313 -4.19651 -4.39454\n", + " 16 5.169e-03 4.540e-01 5.788e-02 -- 4.048e+02 -- -0.532521 -1.44581 -2.70748 -3.37398 -3.45542 -3.42428 -4.19558 -4.43406\n", + " 17 2.718e-03 2.442e-01 1.172e-02 -- 4.048e+02 -- -0.533779 -1.44399 -2.71046 -3.36898 -3.43756 -3.43204 -4.19666 -4.4455\n", + " 18 1.439e-03 1.307e-01 3.039e-03 -- 4.048e+02 -- -0.534412 -1.44278 -2.71234 -3.36531 -3.42821 -3.43643 -4.19795 -4.44912\n", + " 19 7.592e-04 6.935e-02 8.433e-04 -- 4.048e+02 -- -0.534752 -1.44211 -2.71311 -3.36323 -3.42328 -3.43886 -4.19871 -4.45056\n", + " 20 4.030e-04 3.692e-02 2.371e-04 -- 4.048e+02 -- -0.534926 -1.44173 -2.71356 -3.36205 -3.42068 -3.44015 -4.19914 -4.45124\n", + " 21 2.137e-04 1.961e-02 6.686e-05 -- 4.048e+02 -- -0.53502 -1.44153 -2.71378 -3.36142 -3.4193 -3.44084 -4.19936 -4.45158\n", + "********************\n", + "-0.53502 -1.44153 -2.71378 -3.36142 -3.4193 -3.44084 -4.19936 -4.45158\n", + "0.23132 0.206392 0.257293 0.247733 0.190033 0.14318 0.192361 0.189515\n", + "-0.000780421 0.00249097 -0.00128998 0.00612834 0.0196141 -0.0166488 -0.00464909 -0.00601261\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 4.048e+02 4.043e+02 -5.351e-01 -3.037e-01 0.864 +++\n", + "+++ 4.048e+02 4.039e+02 -5.351e-01 -1.881e-01 1.82 +++\n", + "+++ 4.048e+02 4.041e+02 -5.351e-01 -2.459e-01 1.3 +++\n", + "+++ 4.048e+02 4.042e+02 -5.351e-01 -2.748e-01 1.07 +++\n", + "+++ 4.048e+02 4.043e+02 -5.351e-01 -2.893e-01 0.967 +++\n", + "+++ 4.048e+02 4.043e+02 -5.351e-01 -2.821e-01 1.02 +++\n", + "+++ 4.048e+02 4.043e+02 -5.351e-01 -2.857e-01 0.993 +++\n", + "\t### errors for param 1 ###\n", + "+++ 4.048e+02 4.043e+02 -1.441e+00 -1.235e+00 0.928 +++\n", + "+++ 4.048e+02 4.038e+02 -1.441e+00 -1.132e+00 1.97 +++\n", + "+++ 4.048e+02 4.041e+02 -1.441e+00 -1.183e+00 1.41 +++\n", + "+++ 4.048e+02 4.042e+02 -1.441e+00 -1.209e+00 1.16 +++\n", + "+++ 4.048e+02 4.043e+02 -1.441e+00 -1.222e+00 1.04 +++\n", + "+++ 4.048e+02 4.043e+02 -1.441e+00 -1.229e+00 0.983 +++\n", + "+++ 4.048e+02 4.043e+02 -1.441e+00 -1.225e+00 1.01 +++\n", + "+++ 4.048e+02 4.043e+02 -1.441e+00 -1.227e+00 0.997 +++\n", + "\t### errors for param 2 ###\n", + "+++ 4.048e+02 4.046e+02 -2.714e+00 -2.585e+00 0.296 +++\n", + "+++ 4.048e+02 4.045e+02 -2.714e+00 -2.521e+00 0.647 +++\n", + "+++ 4.048e+02 4.043e+02 -2.714e+00 -2.489e+00 0.868 +++\n", + "+++ 4.048e+02 4.043e+02 -2.714e+00 -2.473e+00 0.989 +++\n", + "+++ 4.048e+02 4.042e+02 -2.714e+00 -2.465e+00 1.05 +++\n", + "+++ 4.048e+02 4.043e+02 -2.714e+00 -2.469e+00 1.02 +++\n", + "+++ 4.048e+02 4.043e+02 -2.714e+00 -2.471e+00 1.01 +++\n", + "\t### errors for param 3 ###\n", + "+++ 4.048e+02 4.043e+02 -3.361e+00 -3.113e+00 0.873 +++\n", + "+++ 4.048e+02 4.038e+02 -3.361e+00 -2.990e+00 1.95 +++\n", + "+++ 4.048e+02 4.041e+02 -3.361e+00 -3.051e+00 1.36 +++\n", + "+++ 4.048e+02 4.042e+02 -3.361e+00 -3.082e+00 1.1 +++\n", + "+++ 4.048e+02 4.043e+02 -3.361e+00 -3.098e+00 0.985 +++\n", + "+++ 4.048e+02 4.043e+02 -3.361e+00 -3.090e+00 1.04 +++\n", + "+++ 4.048e+02 4.043e+02 -3.361e+00 -3.094e+00 1.01 +++\n", + "+++ 4.048e+02 4.043e+02 -3.361e+00 -3.096e+00 1 +++\n", + "\t### errors for param 4 ###\n", + "+++ 4.048e+02 4.045e+02 -3.419e+00 -3.229e+00 0.635 +++\n", + "+++ 4.048e+02 4.040e+02 -3.419e+00 -3.134e+00 1.47 +++\n", + "+++ 4.048e+02 4.043e+02 -3.419e+00 -3.181e+00 1.01 +++\n", + "\t### errors for param 5 ###\n", + "+++ 4.048e+02 4.044e+02 -3.441e+00 -3.298e+00 0.824 +++\n", + "+++ 4.048e+02 4.039e+02 -3.441e+00 -3.226e+00 1.85 +++\n", + "+++ 4.048e+02 4.041e+02 -3.441e+00 -3.262e+00 1.29 +++\n", + "+++ 4.048e+02 4.043e+02 -3.441e+00 -3.280e+00 1.04 +++\n", + "+++ 4.048e+02 4.043e+02 -3.441e+00 -3.289e+00 0.93 +++\n", + "+++ 4.048e+02 4.043e+02 -3.441e+00 -3.285e+00 0.985 +++\n", + "+++ 4.048e+02 4.043e+02 -3.441e+00 -3.282e+00 1.01 +++\n", + "+++ 4.048e+02 4.043e+02 -3.441e+00 -3.283e+00 0.999 +++\n", + "\t### errors for param 6 ###\n", + "+++ 4.048e+02 4.046e+02 -4.199e+00 -4.103e+00 0.303 +++\n", + "+++ 4.048e+02 4.044e+02 -4.199e+00 -4.055e+00 0.684 +++\n", + "+++ 4.048e+02 4.043e+02 -4.199e+00 -4.031e+00 0.933 +++\n", + "+++ 4.048e+02 4.043e+02 -4.199e+00 -4.019e+00 0.966 +++\n", + "+++ 4.048e+02 4.043e+02 -4.199e+00 -4.013e+00 1.03 +++\n", + "+++ 4.048e+02 4.043e+02 -4.199e+00 -4.016e+00 0.999 +++\n", + "\t### errors for param 7 ###\n", + "+++ 4.048e+02 4.043e+02 -4.452e+00 -4.262e+00 0.879 +++\n", + "+++ 4.048e+02 4.038e+02 -4.452e+00 -4.167e+00 2.03 +++\n", + "+++ 4.048e+02 4.041e+02 -4.452e+00 -4.215e+00 1.39 +++\n", + "+++ 4.048e+02 4.042e+02 -4.452e+00 -4.239e+00 1.12 +++\n", + "+++ 4.048e+02 4.043e+02 -4.452e+00 -4.250e+00 0.996 +++\n", + "********************\n", + "-0.535069 -1.44142 -2.7139 -3.36108 -3.41857 -3.44121 -4.19949 -4.45176\n", + "0.249396 0.214451 0.243242 0.265109 0.23744 0.157753 0.183354 0.201379\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 1.165e+02 1.119e+01 inf -- 4.615e+02 -- -0.417232 -1.10978 -2.25224 -2.74174 -3.07438 -3.26634 -4.18046 -6.52588 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 7.488e+01 1.326e+01 2.469e+00 -- 4.640e+02 -- -0.379546 -1.07024 -2.2349 -2.70308 -3.05386 -3.26052 -4.19422 -6.22588 0.0594438 0.143922 0.211494 0.183563 0.124903 0.187977 0.0382351 -1.06488\n", + " 5 3.958e+01 1.546e+01 2.253e+00 -- 4.663e+02 -- -0.347917 -1.03742 -2.21505 -2.66882 -3.03593 -3.25222 -4.20507 -5.92588 0.0292929 0.176748 0.302165 0.24639 0.145443 0.263839 -0.0201518 0.625425\n", + " 7 2.952e+01 1.780e+01 1.997e+00 -- 4.683e+02 -- -0.321166 -1.00987 -2.19485 -2.63901 -3.02019 -3.2426 -4.21334 -5.62588 0.00616037 0.202118 0.375333 0.294616 0.162597 0.328567 -0.0750795 -1.84997\n", + " 9 3.498e+01 2.030e+01 1.927e+00 -- 4.702e+02 -- -0.298358 -0.986546 -2.1755 -2.61326 -3.00636 -3.23255 -4.21943 -5.92588 -0.0120242 0.222305 0.43445 0.33256 0.177047 0.383459 -0.125124 0.240961\n", + " 11 2.323e+01 2.295e+01 1.750e+00 -- 4.719e+02 -- -0.278794 -0.966621 -2.15757 -2.59104 -2.99413 -3.22256 -4.22358 -5.62588 -0.0266225 0.238634 0.482619 0.362829 0.189318 0.429938 -0.171714 -0.602008\n", + " 13 9.908e+00 2.576e+01 1.642e+00 -- 4.736e+02 -- -0.261904 -0.949487 -2.14126 -2.57185 -2.98327 -3.21301 -4.22619 -5.32588 -0.0385241 0.252101 0.522228 0.387431 0.199792 0.469237 -0.213944 0.796178\n", + " 15 5.329e+01 2.871e+01 1.637e+00 -- 4.752e+02 -- -0.247262 -0.934659 -2.12658 -2.55525 -2.97361 -3.20401 -4.22742 -5.02588 -0.0483821 0.263296 0.555178 0.407636 0.208732 0.502656 -0.25301 0.00733246\n", + " 17 2.560e+00 3.181e+01 1.529e+00 -- 4.767e+02 -- -0.234505 -0.921766 -2.11346 -2.54086 -2.96485 -3.19577 -4.22761 -4.804 -0.056605 0.27274 0.582856 0.424353 0.216437 0.5308 -0.288552 0.0464091\n", + " 19 1.172e+00 3.504e+01 1.400e+00 -- 4.781e+02 -- -0.223355 -0.910503 -2.10178 -2.52834 -2.9569 -3.18826 -4.2269 -4.68017 -0.0635434 0.28074 0.606367 0.438267 0.223049 0.554643 -0.321322 0.0582901\n", + " 21 7.724e-01 3.838e+01 1.293e+00 -- 4.794e+02 -- -0.21358 -0.900628 -2.09139 -2.51744 -2.94968 -3.18148 -4.22551 -4.59311 -0.0694486 0.287569 0.626536 0.449937 0.228692 0.574921 -0.351228 0.0651221\n", + " 23 6.475e-01 4.182e+01 1.196e+00 -- 4.806e+02 -- -0.204987 -0.891941 -2.08217 -2.5079 -2.94312 -3.17538 -4.22361 -4.5264 -0.0745103 0.293433 0.644002 0.459774 0.233469 0.59222 -0.378357 0.0697841\n", + " 24 6.033e-01 4.904e+02 9.259e+00 -- 4.899e+02 -- -0.129265 -0.815314 -2.00033 -2.42441 -2.88331 -3.12077 -4.20108 -3.99042 -0.118156 0.344039 0.796617 0.542976 0.273449 0.74018 -0.62334 0.104006\n", + " 25 1.633e+00 2.416e+01 2.127e+00 -- 4.920e+02 -- -0.136332 -0.820492 -2.00326 -2.42953 -2.86836 -3.13063 -4.19803 -4.0221 -0.107855 0.34592 0.942222 0.436475 0.11856 0.656515 -0.24726 0.0760793\n", + " 26 2.297e-01 1.685e+01 3.223e-01 -- 4.923e+02 -- -0.136021 -0.81967 -2.01733 -2.4291 -2.86411 -3.12575 -4.28732 -4.0298 -0.106863 0.340823 0.802305 0.502205 0.115029 0.705918 -0.651119 0.0904933\n", + " 27 2.114e-01 1.002e+01 6.323e-02 -- 4.924e+02 -- -0.136189 -0.820198 -2.00806 -2.43011 -2.86374 -3.13176 -4.15965 -4.03428 -0.10583 0.344597 0.86383 0.461694 0.102618 0.695825 -0.501555 0.0943452\n", + " 28 7.282e-02 6.910e+00 4.695e-02 -- 4.925e+02 -- -0.136116 -0.819859 -2.01221 -2.42953 -2.86299 -3.12599 -4.24062 -4.03499 -0.106121 0.343076 0.828348 0.490418 0.10121 0.697346 -0.60756 0.0921811\n", + " 29 6.355e-02 4.447e+00 1.251e-02 -- 4.925e+02 -- -0.136164 -0.820085 -2.00914 -2.42964 -2.86356 -3.12997 -4.19174 -4.03653 -0.106059 0.34408 0.850084 0.472121 0.0987163 0.695127 -0.563315 0.0960744\n", + " 30 3.208e-02 2.630e+00 6.361e-03 -- 4.925e+02 -- -0.136149 -0.819937 -2.01076 -2.4294 -2.86326 -3.12717 -4.2269 -4.03604 -0.106248 0.343798 0.836239 0.482367 0.0971931 0.696096 -0.599112 0.0951975\n", + " 31 2.383e-02 1.888e+00 2.157e-03 -- 4.925e+02 -- -0.136169 -0.820025 -2.00964 -2.42939 -2.86343 -3.12896 -4.20665 -4.03645 -0.106249 0.344186 0.84463 0.475064 0.0961482 0.695566 -0.579893 0.0964022\n", + " 32 1.323e-02 1.058e+00 9.738e-04 -- 4.925e+02 -- -0.136163 -0.819962 -2.01029 -2.42931 -2.86326 -3.12779 -4.22134 -4.03608 -0.106327 0.344123 0.839179 0.479109 0.0951898 0.696016 -0.593714 0.0963018\n", + " 33 9.243e-03 7.911e-01 3.707e-04 -- 4.925e+02 -- -0.136171 -0.819998 -2.00986 -2.4293 -2.86331 -3.12857 -4.21272 -4.03621 -0.106324 0.344261 0.842547 0.476174 0.0946849 0.695851 -0.58586 0.0965931\n", + " 34 5.341e-03 4.358e-01 1.598e-04 -- 4.925e+02 -- -0.136168 -0.819972 -2.01013 -2.42927 -2.86323 -3.12808 -4.21887 -4.03601 -0.106356 0.344247 0.840355 0.477825 0.0941922 0.69603 -0.591275 0.0966528\n", + " 35 3.654e-03 3.303e-01 6.407e-05 -- 4.925e+02 -- -0.136172 -0.819986 -2.00996 -2.42926 -2.86324 -3.12842 -4.2152 -4.03606 -0.106352 0.344296 0.84173 0.476631 0.0939684 0.695975 -0.588117 0.0967043\n", + "********************\n", + "-0.136172 -0.819986 -2.00996 -2.42926 -2.86324 -3.12842 -4.2152 -4.03606 -0.106352 0.344296 0.84173 0.476631 0.0939684 0.695975 -0.588117 0.0967043\n", + "0.0115263 0.0058258 0.0387362 0.00846868 0.0539018 0.0780724 0.334539 0.108003 0.121876 0.0805411 0.223567 0.102776 0.222423 0.256036 0.800481 0.273811\n", + "0.0127444 0.33028 -0.0607609 0.127486 0.0143628 0.0331918 -0.0227012 0.00709893 -0.000657376 -0.00220005 -0.0168474 0.0629554 -0.0038883 0.00145515 -0.00332533 0.000655605\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-1.75428512, 1.89869772, 2.40546134, 0.87877231, 0.11177487,\n", + " 0.53410247, -0.29118093, 0.03088965])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSZIkSZIkSZIkSZIkSZIkSZIC9f8BHaAKSNiHdccAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "s, loc, scale = lognorm.fit(lag,loc=.008)\n", + "\n", + "xscale('log'); ylim(-10,15)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "plot(np.logspace(np.log(fqd[0]),np.log(fqd[-1])),lognorm.pdf(np.logspace(np.log(fqd[0]),np.log(fqd[-1])),s,loc,scale))\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.47677903915219444, 1.214804919002201)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nUkwAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "loc, scale = norm.fit(lag,loc=.01)\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "plot(np.logspace(np.log(fqd[3]),np.log(fqd[-1])),norm.pdf(np.logspace(np.log(fqd[0]),np.log(fqd[-1])),loc,scale))\n", + "\n", + "norm.fit(lag,loc=.01,scale=.1)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhEAAAFkCAYAAACemWn9AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot(irfft(lag))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-noLFerrors-5404A.ipynb b/lag/data/clag_analysis-origbins-noLFerrors-5404A.ipynb new file mode 100644 index 0000000..b22d025 --- /dev/null +++ b/lag/data/clag_analysis-origbins-noLFerrors-5404A.ipynb @@ -0,0 +1,623 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "from scipy.optimize import curve_fit\n", + "import numpy.fft\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/5404A.lc\"\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915, 0.62032418])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nREREREREREREREREREQkq/4vwbptSNrRFIEAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.610e-01 9.098e+01 inf -- 1.744e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 8.066e-01 8.980e+01 1.014e+02 -- 2.758e+02 -- 0.764458 0.592778 0.539049 0.562235 0.572289 0.566582 0.574488 0.570186\n", + " 3 4.133e+00 8.890e+01 1.012e+02 -- 3.771e+02 -- 0.390803 0.167503 0.104265 0.129187 0.143015 0.13475 0.14757 0.142553\n", + " 4 7.028e+01 8.821e+01 1.004e+02 -- 4.775e+02 -- 0.00503816 -0.253372 -0.326662 -0.304159 -0.285875 -0.29734 -0.280456 -0.284431\n", + " 5 8.140e-01 8.698e+01 9.903e+01 -- 5.765e+02 -- -0.34905 -0.657519 -0.755903 -0.73766 -0.713908 -0.729735 -0.710276 -0.71228\n", + " 6 3.770e-01 8.522e+01 9.618e+01 -- 6.727e+02 -- -0.633175 -1.02654 -1.18245 -1.1696 -1.13984 -1.16159 -1.14079 -1.13949\n", + " 7 2.735e-01 8.339e+01 9.226e+01 -- 7.650e+02 -- -0.806027 -1.33498 -1.60319 -1.59717 -1.56166 -1.59163 -1.57085 -1.56469\n", + " 8 2.138e-01 8.120e+01 8.777e+01 -- 8.527e+02 -- -0.862131 -1.54146 -2.00828 -2.01427 -1.9772 -2.01825 -2.00048 -1.98894\n", + " 9 1.754e-01 7.801e+01 8.241e+01 -- 9.351e+02 -- -0.842095 -1.59954 -2.37394 -2.40556 -2.38506 -2.43954 -2.42825 -2.41302\n", + " 10 1.483e-01 7.298e+01 7.502e+01 -- 1.010e+03 -- -0.783896 -1.56622 -2.64497 -2.73499 -2.78365 -2.85462 -2.85094 -2.83628\n", + " 11 1.272e-01 6.498e+01 6.421e+01 -- 1.074e+03 -- -0.728704 -1.54164 -2.75253 -2.94491 -3.15964 -3.25681 -3.26391 -3.25681\n", + " 12 1.111e-01 5.364e+01 4.985e+01 -- 1.124e+03 -- -0.697013 -1.52135 -2.76748 -3.01573 -3.47965 -3.61977 -3.65793 -3.67111\n", + " 13 9.921e-02 3.928e+01 3.311e+01 -- 1.157e+03 -- -0.68286 -1.50549 -2.78198 -3.01943 -3.7022 -3.88826 -4.01576 -4.07908\n", + " 14 8.742e-02 2.316e+01 1.815e+01 -- 1.175e+03 -- -0.67696 -1.49524 -2.79447 -3.00982 -3.82195 -4.00921 -4.30702 -4.48377\n", + " 15 6.880e-02 9.460e+00 7.667e+00 -- 1.183e+03 -- -0.675273 -1.48938 -2.80142 -2.99712 -3.87606 -4.02132 -4.49151 -4.87573\n", + " 16 3.697e-02 2.241e+00 2.003e+00 -- 1.185e+03 -- -0.675444 -1.48628 -2.80573 -2.98594 -3.90153 -4.01347 -4.55974 -5.21119\n", + " 17 6.073e-03 2.318e-01 2.232e-01 -- 1.185e+03 -- -0.675725 -1.48454 -2.80827 -2.9785 -3.91588 -4.0101 -4.56645 -5.40386\n", + " 18 8.426e-04 9.306e-02 4.878e-03 -- 1.185e+03 -- -0.675636 -1.48368 -2.80908 -2.97402 -3.92351 -4.00944 -4.56338 -5.43668\n", + " 19 4.159e-04 3.811e-02 3.790e-04 -- 1.185e+03 -- -0.675401 -1.48333 -2.809 -2.97151 -3.92669 -4.00953 -4.56255 -5.4346\n", + " 20 1.919e-04 1.760e-02 7.212e-05 -- 1.185e+03 -- -0.675286 -1.48317 -2.80889 -2.97028 -3.92799 -4.00961 -4.56253 -5.43514\n", + "********************\n", + "-0.675286 -1.48317 -2.80889 -2.97028 -3.92799 -4.00961 -4.56253 -5.43514\n", + "0.231904 0.203388 0.246283 0.177512 0.182405 0.144335 0.166268 0.423476\n", + "0.000864464 0.00208153 0.00125836 0.0175976 -0.0171085 -0.00187558 -1.56774e-05 2.12549e-05\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 1.185e+03 1.185e+03 -6.752e-01 -4.433e-01 0.84 +++\n", + "+++ 1.185e+03 1.184e+03 -6.752e-01 -3.274e-01 1.76 +++\n", + "+++ 1.185e+03 1.185e+03 -6.752e-01 -3.854e-01 1.27 +++\n", + "+++ 1.185e+03 1.185e+03 -6.752e-01 -4.144e-01 1.04 +++\n", + "+++ 1.185e+03 1.185e+03 -6.752e-01 -4.288e-01 0.94 +++\n", + "+++ 1.185e+03 1.185e+03 -6.752e-01 -4.216e-01 0.992 +++\n", + "\t### errors for param 1 ###\n", + "+++ 1.185e+03 1.185e+03 -1.483e+00 -1.280e+00 0.943 +++\n", + "+++ 1.185e+03 1.184e+03 -1.483e+00 -1.178e+00 2 +++\n", + "+++ 1.185e+03 1.185e+03 -1.483e+00 -1.229e+00 1.43 +++\n", + "+++ 1.185e+03 1.185e+03 -1.483e+00 -1.254e+00 1.18 +++\n", + "+++ 1.185e+03 1.185e+03 -1.483e+00 -1.267e+00 1.06 +++\n", + "+++ 1.185e+03 1.185e+03 -1.483e+00 -1.273e+00 0.999 +++\n", + "\t### errors for param 2 ###\n", + "+++ 1.185e+03 1.185e+03 -2.809e+00 -2.563e+00 0.987 +++\n", + "+++ 1.185e+03 1.184e+03 -2.809e+00 -2.439e+00 2.1 +++\n", + "+++ 1.185e+03 1.185e+03 -2.809e+00 -2.501e+00 1.5 +++\n", + "+++ 1.185e+03 1.185e+03 -2.809e+00 -2.532e+00 1.23 +++\n", + "+++ 1.185e+03 1.185e+03 -2.809e+00 -2.547e+00 1.11 +++\n", + "+++ 1.185e+03 1.185e+03 -2.809e+00 -2.555e+00 1.05 +++\n", + "+++ 1.185e+03 1.185e+03 -2.809e+00 -2.559e+00 1.02 +++\n", + "+++ 1.185e+03 1.185e+03 -2.809e+00 -2.561e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 1.185e+03 1.185e+03 -2.970e+00 -2.792e+00 0.612 +++\n", + "+++ 1.185e+03 1.185e+03 -2.970e+00 -2.703e+00 1.31 +++\n", + "+++ 1.185e+03 1.185e+03 -2.970e+00 -2.748e+00 0.934 +++\n", + "+++ 1.185e+03 1.185e+03 -2.970e+00 -2.726e+00 1.12 +++\n", + "+++ 1.185e+03 1.185e+03 -2.970e+00 -2.737e+00 1.02 +++\n", + "+++ 1.185e+03 1.185e+03 -2.970e+00 -2.742e+00 0.978 +++\n", + "+++ 1.185e+03 1.185e+03 -2.970e+00 -2.740e+00 1 +++\n", + "\t### errors for param 4 ###\n", + "+++ 1.185e+03 1.185e+03 -3.929e+00 -3.746e+00 0.715 +++\n", + "+++ 1.185e+03 1.185e+03 -3.929e+00 -3.655e+00 1.61 +++\n", + "+++ 1.185e+03 1.185e+03 -3.929e+00 -3.701e+00 1.12 +++\n", + "+++ 1.185e+03 1.185e+03 -3.929e+00 -3.723e+00 0.906 +++\n", + "+++ 1.185e+03 1.185e+03 -3.929e+00 -3.712e+00 1.01 +++\n", + "\t### errors for param 5 ###\n", + "+++ 1.185e+03 1.185e+03 -4.010e+00 -3.865e+00 0.991 +++\n", + "\t### errors for param 6 ###\n", + "+++ 1.185e+03 1.185e+03 -4.563e+00 -4.396e+00 1.01 +++\n", + "\t### errors for param 7 ###\n", + "+++ 1.185e+03 1.185e+03 -5.435e+00 -5.223e+00 0.386 +++\n", + "+++ 1.185e+03 1.185e+03 -5.435e+00 -5.118e+00 0.993 +++\n", + "********************\n", + "-0.675245 -1.48309 -2.80886 -2.96971 -3.92857 -4.00963 -4.56252 -5.43512\n", + "0.253646 0.209743 0.248217 0.230185 0.21667 0.144334 0.166265 0.317595\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 3.996e+02 1.150e+01 inf -- 1.244e+03 -- -0.48732 -1.13061 -2.29972 -2.54606 -3.32938 -3.55056 -4.36198 -7.01756 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 1.146e+02 1.274e+01 2.644e+00 -- 1.247e+03 -- -0.46592 -1.09839 -2.27929 -2.51606 -3.2945 -3.53263 -4.40205 -7.31756 0.173375 0.179509 0.201787 0.171316 0.150055 0.152867 0.0990853 -2.1868\n", + " 5 6.107e+01 1.422e+01 2.363e+00 -- 1.249e+03 -- -0.445096 -1.06944 -2.25767 -2.48924 -3.26504 -3.51627 -4.44162 -7.01756 0.23367 0.240665 0.283299 0.22705 0.187337 0.196036 0.0982347 -2.11553\n", + " 7 2.105e+01 1.585e+01 2.131e+00 -- 1.251e+03 -- -0.425484 -1.04389 -2.23659 -2.46561 -3.24012 -3.50157 -4.48059 -6.71756 0.283283 0.288529 0.348404 0.27129 0.21583 0.231595 0.0974289 -2.46919\n", + " 9 2.358e+01 1.743e+01 1.909e+00 -- 1.253e+03 -- -0.40737 -1.02151 -2.21687 -2.44489 -3.21894 -3.48846 -4.51886 -6.41756 0.324291 0.326635 0.400676 0.306939 0.238059 0.261125 0.0966177 -1.38312\n", + " 11 4.074e+01 1.911e+01 1.751e+00 -- 1.255e+03 -- -0.390833 -1.00195 -2.19886 -2.42677 -3.20086 -3.47683 -4.55632 -6.71756 0.358383 0.357437 0.443033 0.336042 0.255704 0.285884 0.0957404 1.63909\n", + " 13 1.370e+01 2.129e+01 1.587e+00 -- 1.256e+03 -- -0.375838 -0.984839 -2.18261 -2.41092 -3.18537 -3.46656 -4.59286 -6.41756 0.386914 0.382651 0.477698 0.360091 0.269847 0.306761 0.095098 2.03338\n", + " 15 1.158e+01 2.351e+01 1.408e+00 -- 1.258e+03 -- -0.362294 -0.96986 -2.16805 -2.39704 -3.17203 -3.45749 -4.62837 -6.11756 0.410934 0.403523 0.506367 0.380155 0.281317 0.324474 0.0944395 -1.46371\n", + " 16 1.607e+03 7.266e+02 8.010e+00 -- 1.266e+03 -- -0.240266 -0.83846 -2.03814 -2.27523 -3.05681 -3.37736 -4.97188 -8 0.614202 0.577977 0.745974 0.548634 0.37576 0.476151 0.0813258 0.437418\n", + " 17 9.038e+02 4.128e+00 3.834e+00 -- 1.270e+03 -- -0.232783 -0.852575 -2.04678 -2.29283 -3.08252 -3.39513 -5.04543 -8 0.548929 0.498486 0.710668 0.487552 0.327531 0.450717 -0.157389 -0.565487\n", + " 18 2.647e+02 5.497e-01 2.932e-02 -- 1.270e+03 -- -0.23322 -0.852233 -2.04339 -2.2905 -3.07964 -3.39057 -5.07095 -8 0.552004 0.51698 0.698282 0.491552 0.331349 0.451833 -0.156166 -2.69909\n", + " 19 9.652e-01 2.219e+00 6.531e-01 -- 1.269e+03 -- -0.233246 -0.852217 -2.0438 -2.29075 -3.08035 -3.39107 -5.06163 -5 0.551423 0.515009 0.700327 0.490665 0.330402 0.452209 -0.176384 -0.814953\n", + " 20 7.789e+00 7.955e-01 6.402e-01 -- 1.270e+03 -- -0.233412 -0.852282 -2.04423 -2.29033 -3.07948 -3.38989 -5.09639 -5.98364 0.551849 0.515428 0.700779 0.489124 0.333636 0.45985 -0.205833 -1.60153\n", + " 21 8.557e+01 4.082e-02 1.163e-02 -- 1.270e+03 -- -0.233294 -0.852207 -2.04379 -2.29075 -3.08047 -3.39073 -5.05794 -7.0122 0.551775 0.515347 0.699486 0.490646 0.330835 0.451633 -0.186288 -1.50956\n", + " 22 1.000e+03 9.633e-02 1.325e-03 -- 1.270e+03 -- -0.233263 -0.852211 -2.04374 -2.29072 -3.08027 -3.39085 -5.06491 -8 0.551627 0.515234 0.700132 0.49056 0.330468 0.452479 -0.17545 1.26429\n", + " 23 6.947e+01 7.583e-02 5.012e-04 -- 1.270e+03 -- -0.23325 -0.852208 -2.04374 -2.29072 -3.08029 -3.39091 -5.06372 -8 0.551664 0.515214 0.700074 0.490679 0.330402 0.452326 -0.175132 2.98034\n", + " 24 1.062e+00 2.147e+00 6.150e-01 -- 1.269e+03 -- -0.23325 -0.852208 -2.04374 -2.29072 -3.08028 -3.39091 -5.06387 -5 0.551636 0.515215 0.70009 0.490675 0.330405 0.452326 -0.175244 -0.97755\n", + " 25 5.159e+00 7.693e-01 6.227e-01 -- 1.270e+03 -- -0.233412 -0.852294 -2.04429 -2.29036 -3.07951 -3.38938 -5.09276 -5.9203 0.551804 0.515509 0.700612 0.48922 0.334134 0.458766 -0.237317 -2.01536\n", + " 26 3.256e+00 2.577e+00 8.259e-01 -- 1.269e+03 -- -0.233292 -0.852208 -2.04377 -2.29076 -3.08053 -3.3906 -5.0573 -4.88481 0.551755 0.515396 0.699418 0.490641 0.330803 0.451361 -0.185258 0.154178\n", + " 27 8.306e+00 8.513e-01 7.419e-01 -- 1.269e+03 -- -0.2334 -0.85217 -2.04371 -2.2903 -3.07979 -3.394 -5.12588 -5.6438 0.551608 0.514436 0.70228 0.489167 0.329463 0.464863 0.0259555 0.65621\n", + " 28 3.018e+02 2.512e-01 7.557e-02 -- 1.270e+03 -- -0.23325 -0.852177 -2.04375 -2.29075 -3.08018 -3.3918 -5.06768 -7.58414 0.552082 0.51496 0.699848 0.491275 0.330113 0.452176 -0.189638 -1.62114\n", + " 29 9.648e+02 1.054e-01 5.781e-05 -- 1.270e+03 -- -0.233258 -0.852207 -2.04374 -2.29072 -3.08024 -3.39094 -5.06451 -8 0.551479 0.515219 0.700113 0.49073 0.330409 0.452292 -0.172337 -0.754914\n", + "********************\n", + "-0.233258 -0.852207 -2.04374 -2.29072 -3.08024 -3.39094 -5.06451 -8 0.551479 0.515219 0.700113 0.49073 0.330409 0.452292 -0.172337 -0.754914\n", + "0.0271527 0.0112859 0.0294371 0.0238447 0.0419821 0.0761252 1.60955 678.342 0.189103 0.111853 0.196777 0.152506 0.193957 0.252076 3.72644 1583.62\n", + "0.0121717 -0.0302322 -0.0279866 -0.0393548 -0.105374 -0.0168605 -0.00293106 -0.000917936 0.00679344 -3.13658e-05 -4.94438e-05 -0.00117381 0.00319937 0.00794062 0.00314398 -0.000234878\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 9.0966594 , 2.8412865 , 2.00075511, 0.90476609, 0.39301911,\n", + " 0.34709626, -0.08532525, -0.24113739])" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhkAAAFtCAYAAACqQXjBAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,15)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjgAAAGYCAYAAABPgZiFAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3XmcHGWd+PHP5IBwhwQ5lXsDSQBhonguBK9FwAME11FW\nAos/d1dZo4BGRIOCoGLceIAHkqDgjqtccigIyuG6CJgRucJhQBDDmQMSIOSY/v3xraZrOt3T3VPV\n0zM9n/fr1a/qrnrqqaerpqe//VwFkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJKnkz\n8EtgKfAC8ABwalmaTuB6YAWwDLgE2KVKficA9wGrgIeALwBjci+1JElSFR8E1gI/AQ4FDgT+lb4B\nzp7Ac8CNwMHA4cBdwGPAVmX5fQ5YB5wBHACcRAQ632/WG5AkSUrbAVgJfKdGup8BTwKbptbtCLwE\nfCW1biLwIvDdsv0/SwQ9k7MUVpIkqR6zgV7gVf2kGUM0W51bYds1wP2p1x9K8tu/LN22yfrPDrik\nkiQpk1GtLsAgOgBYAkwB7gDWEDU13wU2S9LsBowD7qyw/13A7sAGyeu9UuvTngCeAabmVXBJktSY\nkRTg7ABsQjRBdQNvBc4GPkx0OoZodoLogFxuKdABbJlK+xLRTFVuWSovSZI0yEbSaJ9RRO3MacDX\nknU3A6uBucBbiA7Cg2W75CFJkhrzePKoaiQFOEuIJqZry9Zfkyz3A65Mnk+osP8EoEDUzhTz25AI\nmsoDownA7f2UZbvtt99+8eLFi+sruSRJSltItMRUDXJGUoBzB/C6frYXgEVEk9M+FbbvDTxI1PhA\nqZ/OPsBtqXTbEs1Td/dzrO0WL17MRRddxOTJtQdbzZw5k7lz59ZMp5LheM5aXeZmH78Z+eeR50Dz\nGMh+je7T6r+J4Wg4nrNWl3m4ffYXLlzI0UcfPZloBTHAISbr+yhwCPDn1PpDk+WtxPDuK4EjgE8T\nw8ohhokfBMxJ7XcNUXMzg74BzgwiWLq8VoEmT55MZ2dnzYKPHz++rnQqGY7nrNVlbvbxm5F/HnkO\nNI+B7NfoPq3+mxiOhuM5a3WZh+Nnvx4jKcC5HriKmGl4FBHQvCZ5fSXw+yTdbKJ56Spi3puNgC8B\nT9E3wFlGTPB3OtEB+Trgtcn+5xGzG6tFurq6Wl2EhrW6zM0+fjPyzyPPgeYxkP1afY1HguF4jltd\n5uH42a9HR0uO2jrjiADkg0TV1t+JWY2/SAwbL+oEvgq8gZj5+DfELMUPV8jzBOBjwM5EVdl84MtE\nbVA1ncCCBQsW1BXVvvvd7+aKK66omU5Se/GzL62vp6eHadOmAUwDeqqlG0k1OBBNSp+l9iR8PcDb\n68zz28lDkiQNESNpHpxhq9XVl5Jaw8++NHAGOMOA/+SkkcnPvjRwBjiSJKntGOBIkqS2Y4AjSZLa\njgGOJElqOwY4kiSp7RjgSJKktmOAI0mS2o4BjiRJajsGOJIkqe0Y4EiSpLZjgCNJktqOAY4kSWo7\nBjiSJKntGOBIkqS2Y4AjSZLajgGOJElqO2NaXQBJktQ+uru76e7uBmDVqlU88sgj7LTTTowbNw6A\nrq4uurq6ml4OAxxJkpSbdADT09PDtGnT6O7uprOzc1DLYROVJElqOwY4kiSp7RjgSJKktmOAI0mS\n2o4BjiRJajsGOJIkqe0Y4EiSpLZjgCNJktqOAY4kSWo7BjiSJKntGOBIkqS2Y4AjSZLajgGOJElq\nOwY4kiSp7RjgSJKktmOAI0mS2o4BjiRJajsGOJIkqe0Y4EiSpLYz0gOc44FeYEWFbZ3A9cm2ZcAl\nwC5V8jkBuA9YBTwEfAEYk3dhJUlSffL4Et4EeBPwOmAb4BXAFsBy4GngCeBW4P+AF3I4Xl52AL4O\nLAY2L9u2J3Aj0AMcBWwEfAn4HbAv8Ewq7eeSbWcBvwb2B85I8v9o00ovSZKqGmiA8wrgaOD9RE3H\nGKCjxj5rgAXAz4CfEMFPK30PuIEIxI4s2/Yl4EXgMGBlsm4B8CBwEjArWTcROBX4QbIEuBkYSwQ5\nc4GFzSm+JEmqptEmqt2AecCjwByi1mYsfYOblUStyPNl+44FXg98A3gEOD/JrxWOBv4R+BjrB2Zj\niMDmEkrBDcR7vgE4PLXuYGBDYH5ZHvOTfN+bX5ElSVK96g1wJgLfJWojZhBf6i8BvwJmE1/02yXr\nNwdeCWyWvN4BOBT4InANsBoYBxwL3JvkOyGPN1OnbYialVlEIFZuN6J8d1bYdhewO7BB8nqv1Pq0\nJ4hmrKlZCytJkhpXbxPVA8CWyfObgIuAnwPP1dhvDfB48vhVsm4Lol/Lh4ADiX4qRwFb1V3qbM4h\nAqvvVdk+MVkurbBtKVEzsyXwZJL2JaI5q9yyVF6SJGkQ1RvgbAlcDZxG9EXJ4lngh8ljWpLnoRnz\nrNeRRPPTqwfpeP2aOXMm48eP77Ouq6uLrq6uFpVIkqSho7u7m+7u7j7rli9fXte+9QY4+wN/bKxY\ndVkAvAt4TRPyLrcp8B3gW0TtSzGyKDY3bQGsBZYkrys1m00ACkTtDEnaDYkmrVUV0t7eX4Hmzp1L\nZ2dn/e9AkqQRpNKP/p6eHqZNm1Zz33r74DQjuBnM/CGawLYmRkEtTT0+QAx1XwZcCPyFaHLap0Ie\nexMjqVYnr4v9dMrTbks0T92dX/ElSVK9RtJkdI8DBxE1MEUdRGfjA4mO0s8A64ArgSOAT1MaSbVj\nsv+c1P7XEDU3M4DbUutnJMe5PN+3IEmS6jGSApyXiA7S5Y4lgpqbU+tmE81LVwFfoTTR31P0DXCW\nEfPdnE7UBl0HvDbZ/zxidmNJkjTIst6qYQNgSvIYV2H7RsS8N48RzT73Erc1GEoK9K3VAbgfmE6M\nAruYmNfmAeAASn10is4EZhIdmK8l5tY5K1lKkqQWyFqD817gp8SsxK+qsP1S4J9Sr/cEvgn8A/Cf\nGY+dl2OTR7ke4O115vHt5CFJkoaArDU4xeDlMkodb4sOTW1/jOiPUpxY72PAGzIeW5IkqaKsAU5x\nnNbNFbYVa0UeIGb0PSJZ3kd07j0+47ElSZIqyhrgbE30X1lUId9i8853gBXJ82eT1wBvzHhsSZKk\nirIGOMXbK5RPcrcvcS+qAjEDclpxbphKfXYkSZIyyxrgFPvdlN9H6oBk+RjwcNm2Ym3O6IzHliRJ\nqihrgPNXoj/N68vWvytZ/q7CPsVbIDyd8diSJEkVZQ1wbkiWHyfmwgF4NzGHDMAvK+wzNVk+nvHY\nkiRJFWUNcL5NTIa3DXAXcauDy4lanb8Dl1TY5x3J8q6Mx5YkSaooa4DzAHA08AIR1BSbn5YDXcTt\nEdK2pRTg/DbjsSVJkirK415UPyfmwTmUCGAWA1cQ92Yqtw/w38ToqkrNV5IkSZnldbPNJ4F5daT7\ndfKQJElqmqxNVJIkSUNO1gDnPuDTRCdjSZKkISFrgDMJ+ArwN+AXwHtwAj9JktRiWQOcPyXLMcTk\nfpcRsxefDeyZMW9JkqQByeNu4vsC3wSWJOu2AU4E7gH+j7hr+KYZjyNJklS3PDoZ3wl8EtgeOJK4\nueY6Srdw+AExa/F84B9zOJ4kSVK/8hxFtQa4lGiqehUwC7g/2bYJcAxwEzE54CxguxyPLUmS9LJm\nDRN/AvgaMBl4I/BDSncR3x04E3gEuAo4HDsmS5KkHA3GPDh/AP4f8CEi8CkaAxxC3K/qEaKZK6+J\nByVJ0gjW7ABnJ2A2sIgYRr5tsn4tcA0xvByi/84c4FZgyyaXSZIktblmBDgbETfg/A0R2MwGdiE6\nHT9I9L95JVF7swvwT8D1yb77Aac1oUySJGkEyTPAeQOlEVM/Bg5K8l8F/ASYDuxB9M15KtmnF7iO\nuMP4t5N178qxTJIkaQTK2udle+BfgBlE8JL2Z6Jz8UXAs3Xk9SPgBGIEliRJ0oBlDXAepW8t0Aqg\nmwhs/thgXs8lS0dUSZKkTLIGOMXg5hbgPOBnwAsDzOsJ4DigkLFMkiRphMsa4MwlApuFOZRlJXBB\nDvlIkqQRLmuA86lcSiFJkpSjwZjoT5IkaVAZ4EiSpLaT560R3gK8F9gH2IqY8K+jxj675nh8SZIk\nIJ8AZxvgp8CBOeQlSZKUWdYAZyzwS+IWCwB3AIuJ2zAAXAhMADqB7ZJ1PcDdOBxckiQ1SdY+ODMo\nBTfHEYHMrOR1ATiGuPXCK4HDids4TAauBI7NeGxJkqSKsgY470uW19D/HDYF4m7iBwBriNsyTMp4\nbEmSpIqyBjj7JsuLqmwv72S8iJgccGPgExmPLUmSVFHWAGcCUTvzUGrd6tTzjSvs89tk+baMx5Yk\nSaooa4CzumwJpZtmAuxQYZ9V/WyTJEnKLGuA8yjRDLVNat2TxH2lOoDXVdhnSrIc7FFUbyX6/jwA\nPA88BlxOdIwu1wlcT9wdfRlwCbBLlXxPAO4jAreHgC+Q7/xCkiSpQVkDnJ5kuV9qXQG4OXk+E9gw\ntW088OnkeR436GzER4Edgf8C3kn0Adoa+ANwUCrdnsCNRJByFDE6bBLwO2ICw7TPEX2KLgbeAZwL\nnAKc06T3IEmS6pC1puE3wAeBw4AzU+u/S8yFsx9wFzGCahNiyHixaerHGY/dqI8DT5Wtuwb4CxGU\n3JCs+xLwIvGeVibrFgAPAidRGgY/ETgV+EGyhAjsxgJnEIHPYAdxkiSJ7DU4lxPNVK8EdkutvxqY\nlzzfHTgR+DdKwc2viSBoMJUHNxBNVQuJ8kMEfIcRTVIrU+keJQKgw1PrDiZqp+aX5TmfaJ57b/Yi\nS5Kkgcga4CwDdiaafhaVbftI8riNCCReImpzTiaCiHUZj52HLYj+Nvckr3cDxgF3Vkh7FxGsbZC8\n3iu1Pu0J4Blgaq4llSRJdWtmZ9gCcH7yGKrOIW4K+uXk9cRkubRC2qVEzcyWREfqiUTQ9mKFtMtS\neUmSpEE2kkf7nE70H/o48KcWl0WSJOVopAY4s4kRUKcQI5+KliTLCRX2KU5quCyVdkOiSWtVhbS3\n1yrEzJkzGT9+fJ91XV1ddHV11dpVkqS2193dTXd3d591y5cvr2vfkRjgzE49vlK2bRHR5LRPhf32\nJkZSFSc1LPbT2YfoZ1S0LdE8dXetgsydO5fOzkrT8EiSpEo/+nt6epg2bVrNfesNcB6mORPz7dqE\nPPvzeSKwOT15lFtL3On8CGK+nuJIqh2JuXLmpNJeQ9TczKBvgDODOFeX51dsSZLUiHoDnJ2aWorB\ncSLwRSIw+SXw+rLtf0iWs4nmpauIGp6NiLlxnqJvgLOMmO/mdKID8nXAa5P9zyNmN5YkSS1Qb4BT\na1K+VycPgOVEp93ivDPbEHcdL3Y2+TNwRwNlzMthRM3KwckjrQCMTp7fD0wHvkrMULyWmNDwJEp9\ndIrOJG7n8LFk++PAWZRGZUmSpBaoN8CZ0c+2Y4Eu4t5OJwKXEUFB+XEOB75O3Ivq25QmAhwsB9VO\n8rIe4O11pv128pAkSUNE1on+XgN8n6jZeD3wc9YPbkjW/TxJs4SYxfi1GY8tSZJUUdYA55NE7cyZ\nwOI60j+epB0LfCrjsSVJkirKGuAcQPRf+UOthCm3Jss3ZTy2JElSRVkDnFckyw0b2Kd4L6dX9JtK\nkiRpgLIGOE8T92c6pIF9immfyXhsSZKkirIGOL9Nlp8E3lxH+jcladP7SpIk5SprgPNVYA1xP6br\ngW8Sc950pNJ0APsBc4mgZhxxu4Py2yRIkiTlIuu9qO4FjgEuJPrWnEDcnXs1Mbtvgbgv0waUgp61\nxLw6CzMeW5IkqaKsNTgAPyWap3qS1x1Ep+PtgO2T58XgpidJ+9McjitJklRRXncTv5WY9G9/4G3E\nnbe3TLYtBe4imrBuz+l4kiRJVeUV4BTdRt87a0uSJA26PJqoJEmShhQDHEmS1HbqDXCafWNMb7wp\nSZJyU2+AcytwBTHHTZ46gato7F5WkiRJ/ao3wFkGHAYsAK4DPgxsMsBjbg4cR0z690fi1g3LBpiX\nJEnSeuodRTUJOAM4Hnhr8jiXGPp9KzFy6k5gCdCb2m8UcVPNfYkh5K8HpgMbJdvXAj8ETs3wHiRJ\nkvqoN8BZAvw7MAf4HPBBYGPg3cmjkEr7HLCCqKnZLFmXvnUDwEvAT4CzgEUDKbgkSVI1jY6i+gtw\nLLAjcDIxcV8vEcAUH1sAryQCnOI6knS3AScl+x+PwY0kSWqCgU709yRRmzOHqKV5E9EEtR3RJLUF\nsBx4GlhMBDa/B57PWF5JkqSa8pjJeAVwTfKQJElqOSf6kyRJbccAR5IktR0DHEmS1HYMcCRJUtsx\nwJEkSW3HAEeSJLUdAxxJktR2DHAkSVLbMcCRJEltxwBHkiS1HQMcSZLUdgxwJElS28l6s83ZQKHB\nfQrAKuBZ4EFgAfBcxnJIkiS9LI8AJ6vVwBXAKcBfcshPkiSNcEOhiWoD4EjgDuBtLS6LJElqA1kD\nnFHALsBtyevLgMOBVwEbJY8dgSOAy5M0twK7AxOAA4DvAr3AxsDPgYkZyyRJkka4rAHOZsCvgWnA\nUcD7gF8AfwdeSh6PEcHNEUma1yT7FID/BT4GHEoEOVsAH89YJkmSNMJlDXBmAv9A1MJcUkf6S4Dv\nAbsCJ6XWXwtclDw/OGOZJEnSCJc1wHl/srysgX0uTZaHl62/IlnunqlErbEpMJeouXoR+BPwzy0t\nkSRJI1jWAGcXoqnp2Qb2KQ4J36ls/SPJcvOMZWqFS4EPA6cRNVC3A91AVyOZzJs3j6lTp7LHHnsw\ndepU5s2bl3tBJUkaCbIOE19DdA7eG+ipc5+9UvumFYOt5RnLNNgOIUZ/dQH/k6y7iQjgzk7W9dbK\nZN68eZx88sksXbr05XUnn3wyAMcdd1y+JZYkqc1lrcG5K1meBIyrI/1GwMnJ87vLtu2aLJ/OWKbB\ndjiwghgBljYf2B54XT2ZzJkzp09wA7B06VLmzJmTRxk1hFhT1z/Pj6Q8ZK3BOR94MzAVuAH4COsH\nLkV7A+cBU1L7phXnwLmL4WUvYCHr19IU38dU4Jb+Muju7uaRR4otdF1Ea1cBKHD//aPo7Pw722+/\nAx0d1HxA7TTNSNfKYw+n93z99dcxf/51rFy5M7AOWMfMmVdw//3b8u53H8Lo0VR9jBlTfVt5mlGj\nSscdTtqlJnPevHnMmTOHtWvXMmbMGE488UTLP8iG+3sY7uWHeA9nnHEGAEceeSSnnnrqoL6HrAHO\nj4lJ+g4lair+TEzYtwB4KkmzDTE0/NWp/a4CfpR6PZ5Sh+VfZSzTYJtI5RmYl6a219Tx8rfRGuB5\noCN5jGXUqAKjR0OhEI/e3tLz9AMqrx9oumbkORTTDa63J4+SFSvga1+LR55GjcoWJDVre39pvv71\np1m69EPAWiIA7GXp0nV8/vN/YYMN+s+z0vvNM+2oOuu7mxWkFT/7jTwGss/ll/+Cb36zm+ee24z4\nH1Tgk5/s5q9/nch73vOel4PnUaPI9Hwg+9VruAfKw738sP57ePjhhwf9PeTxG28D4NtE7U0tBaIW\n5wT69sGZSNTwFIA/Et/ww8UDRIBzSNn67YhRVZ8Fvlq2rRNYsGDBAjo7O4HKf9ATJkzg7LPPHjZ/\n0MPZYARXn/3sKVxwwY/o7e0lPnqjX36MGrUBH/jAh5g161TWraPmY+3afNIMpbxWrnyB1avXpc7L\nmGQ5dNQKhFavfoHly5dQKBQDNIieAKPo6BjNlltOZMMNNx5QEKL+g6P0uueee5be3jVExXrpV8zo\n0aPZaqut+uRXnn+rt61cuYKnn36KQp9fX4UkTQdbb70Nm222WdV8KqknOMyaR/n2RYsWsXr1S8mr\ny4BTAZgyZQr33HNP7QL1o6enh2nTpkHMwVe1/2/WGhyIe0l9FPg+8P+AtwK7laVZBPwG+EGVwiwB\nbsyhLK2whMq1NBNS2yuaOXMm48ePf/n1q171KjbaaCM22WSTYVslOVylm5Ka5fzzz+QPf/gF9957\n73rb9txzCj/5yanNLcCQtzFTp06tcH46mDx5b3p6/txv4NTbW18QVm+6geR5xx2LuOKKq1mzphio\nFYgv2V7GjBnDQQcdxj777P3yF/FAHukv8rz3P/vsr3LxxT9LBQdx/qGDUaPGctRR7+fkkz+zXmCW\nrlmuFLjVuz2PvC699DJuueXW5Nz3DZB7e0ezyy77c9hh7+pTe1vteX/bmrX/vff+jV/96lesWVOs\nAyj9YxozZiz7738wkydPqbhvJfXUUmfNo9L2+fNvZvXqZcmrUs+VtWvX1i5QSnd3N93d3X3WLV/e\n2rFI44Btk0c9nY+Hs+8TQ9/LK7A/QPyHeH2FfTqBwoIFCwoaWc4///zChAkTCsDLjwkTJhTOP//8\nVhdtSGiH8zNlypQ+5S8+pkyZ0uqi1WW4l79QGP7vYbiXv1Bo7ntYsGBBMb/O/r6cm3WzzVXAE8lj\nVZOOMVRcRkz0d2TZ+hlEE9Wtg10gDV3HHXccZ599NlOmTGHSpElMmTLFZsiUdjg/J554IhMmTOiz\nbsKECZx44oktKlFjhnv5Yfi/h+FefmiP96BwLdEUdTxwENEU10v1if6swZHa2Pnnn1+YMmVKYdKk\nSYUpU6YMqxqoQmH4l79QGP7vYbiXv1CI97DrrrsWgMKuu+6a23uotwZnGA4kHZI2Ab5MjASbQAwb\nPwv4WZX063UyliSp3RQ7BOf5fTeYnYyL3gK8F9gH2IqY1K9WALVrje3DxfPEjUdntrogkiQpnwBn\nG+CnwIE55CVJkpRZ1gBnLPBLYL/k9R3AYkpzwlxINNl0EvPCQFQn3U16cgJJkqQcZR1FNYNScHMc\nEcjMSl4XgGOAdwGvJO7Z9DgwGbgSODbjsSVJkirKGuC8L1leA1zQT7oC8AvgAGIG4x8BkzIeW5Ik\nqaKsAc6+yfKiKtvLOxkvAuYCGwOfyHhsSZKkirIGOBOI2pmHUutWp55vXGGf3ybLt1XYJkmSlFnW\nAGd12RLitgVFO1TYZ1U/2yRJkjLLGuA8SjRDbZNa9ySwMln/ugr7FO8S5igqSZLUFFkDnOIMgvul\n1hWAm5PnM4ENU9vGA59Oni/MeGxJkqSKsgY4v0mWh5Wt/26y3A+4CzgbODd5vmey7ccZjy1JklRR\n1gDncqKZ6pXAbqn1VwPzkue7AycC/0ap382vKQVBkiRJuco6k/EyYOcq2z4C3JIspybHeoCoufkm\nsC7jsSVJkirK82ab5QrA+clDkiRp0DQzwKlmG6IfTrozsiRJUm5aEeAcDMwnApzRLTi+JElqc1k7\nGQ9E+e0bJEmSctWKAEeSJKmpDHAkSVLbMcCRJEltxwBHkiS1HQMcSZLUdgxwJElS2zHAkSRJbaeR\nif6OISbny+pNOeQhSZJUVSMBTnH2YSfqkyRJQ1qjTVR5BjcGSpIkqSkaqcE5Ludj59HcJUmStJ5G\nApwLmlUISZKkPDmKSpIktR0DHEmS1HYMcCRJUtsxwJEkSW3HAEeSJLUdAxxJktR2DHAkSVLbMcCR\nJEltxwBHkiS1HQMcSZLUdgxwJElS28k7wNkNOBo4Cfg88Iqc88/ircCPgAeA54HHgMuBzirpO4Hr\ngRXAMuASYJcqaU8A7gNWAQ8BX6Cx+3xJkqQc5RXg7AvcRAQPPwK+BpzG+gHOCcDTwF+AsTkdu14f\nBXYE/gt4J/AJYGvgD8BBZWn3BG4kgpSjiDupTwJ+B2xVlvZzwFzgYuAdwLnAKcA5TXgPkiSpDnnU\nMrwTuBTYsGx9R4W0Pwa+AkwEDgMuy+H49fo48FTZumuIYOsU4IbU+i8BLxJlXJmsWwA8SNROzUrW\nTQROBX6QLAFuJoK3M4jAZ2Geb0KSJNWWtQZnG+CnRHCzEDgU2DzZVqiQ/lngyuT5OzMeu1HlwQ1E\nU9VC4JWpdWOIwOYSSsENwKNEEHR4at3BxHufX5bvfCLAe2+2IkuSpIHIGuDMBDYj+rO8GfgVfYOC\nSm5MltMyHjsPWxB9be5JrdsNGAfcWSH9XcDuwAbJ671S69OeAJ4BpuZWUkmSVLesAU6xFua/iI64\n9Sg22eyc8dh5OAfYCPhyat3EZLm0QvqlRM3Mlqm0LxHNWeWWpfKSJEmDKGsfnF2Ipqj/a2CfZ5Pl\nZhmOOx34bZ1p96VybczpwAeJvjl/ylCWAZs5cybjx4/vs66rq4uurq5WFEeSpCGlu7ub7u7uPuuW\nL19e175ZA5xiU81LDeyzabJ8PsNx7wOOrzPt3yqsm02MfjqFGPWUtiRZTqiw3wQioFuWSrsh0aS1\nqkLa2/sr2Ny5c+nsrDZKXZKkka3Sj/6enh6mTavdyyVrgPMkMfR6R+COOvfZL1n+PcNxnwDmDXDf\n2anHVypsX0Q0Oe1TYdvexEiq1cnrYs3QPsBtqXTbEs1Tdw+wjJIkKYOsfXBuSZaH1Zm+g1LNy+8y\nHnsgPk8ENqcnj0rWEiO9jqBU2wQRxB1EDIkvuoaouZlRlscMoqbn8qwFliRJjcsa4FyULI8B9q8j\n/TeIWhCACzIeu1EnAl8kgpJfAq8ve6TNBjYGriKGgh8OXE0MNZ+TSreMmO/mo8nyQGKenNnAeURT\nmiRJGmRZm6iuBn5NzOD7a+KL/X9S28cCOwBvAv4TeGOy/n+AWzMeu1GHEbUqByePtAIwOvX6fqIj\n81eJGYrXAr8hgpclZfueSdzO4WPJ9seBs+g7MkuSJA2iPGYy/mfink3TiOHi30jWdwA9qedFt1B/\nB+E8ld+OoZYe4O11pv128pAkSUNAHveiepaoofky8Bx9g5mO1OvniU6908k2gkqSJKlfed3xejXR\ngferRD+U1xA3shxN3FzzT0QTz7PVMpAkScpLXgFO0UqiX87VOecrSZJUtzyaqCRJkoYUAxxJktR2\n8myi2gp4A3F/qs3oO+y6mi/leHxJkiQgnwBnO2Jo+PuIoKaj/+QvK2CAI0mSmiBrgPMK4k7iOw1g\n33oDIUmSpIZk7YPzRUrBzc+BtxBNVWOSvGs9JEmScpe1Bqd4k80LiftRSZIktVzWWpStib4083Io\niyRJUi46kObeAAAYNElEQVSyBjiLk+XKrAWRJEnKS9YA5yais/A+OZRFkiQpF1kDnDnAGuBEYFz2\n4kiSJGWXNcC5G/hXYE/gOmCPzCWSJEnKKI+J/i4CHgauBO4B7gQeAF6oY9/jcji+JElSH3kEOHsT\nMxmPT17vmzxqKWCAI0mSmiBrgLMLcAMwIbVuJbAc6K2xbyHjsSVJkirKGuB8nghuCsDXgXOBR7IW\nSpIkKYusAc5bk+Vc4DMZ85IkScpFXjMZX5JDWSRJknKRNcB5PFmuzloQSZKkvGQNcK4lZjLeP4ey\nSJIk5SJrgPN1YAXwaWBi9uJIkiRllzXAWQS8D9gc+D3wjswlkiRJyijrKKobiE7GTwOTgGuAZcCD\n1DeT8VsyHl+SJGk9WQOcAyus25L6+uQ40Z8kSWqKrAHOzRn2NcCRJElNkTXAmZ5HISRJkvKUtZOx\nJEnSkGOAI0mS2o4BjiRJajv19sHZMfX80SrrB+LR2kkkSZIaU2+A81dKo55GV1nfiI5kv9G1EkqS\nJDWqkVFUHQ2uH2h+kiRJmdQb4BxH5Zqa4zIc23lwJElSU9Qb4FwA9BJBye3Avan1kiRJQ0qjo6hs\nVpIkSUNeowFOOzUrHU/USq2osr0TuD7Zvgy4BNilStoTgPuAVcBDwBfIPku0JEkaoJE6D84OwNeB\nxVQO2vYEbiSClKOIvkaTgN8BW5Wl/RwwF7gYeAdwLnAKcE4Tyi1JkuowUmsZvgfcACwHjqyw/UvA\ni8BhwMpk3QLgQeAkYFaybiJwKvCDZAlxA9KxwBlE4LMw/+JLkqT+jMQanKOBfwQ+RuU+RWOIwOYS\nSsENxKSENwCHp9YdDGwIzC/LY36S93vzKbIkSWrESAtwtiFqVWYRzVOV7AaMA+6ssO0uYHdgg+T1\nXqn1aU8AzwBTsxRWkiQNTKNNVB3AtcCajMctzmS8a8Z8GnUOMcT9e/2kmZgsl1bYtpQo+5bAk0na\nl4jmrHLLUnlJkqRBNJA+ODvkdOwsI7KmA7+tM+2+RG3MkUTT06szHFeSJA0DAwlwFgNrczh2lgDn\nPmKYdz0eBTYFvgN8i6h5GZ9sKzY1bUG8p+eBJcm6CRXymkCUe1nyegnRB2ccMUS8PO3t/RVs5syZ\njB8/vs+6rq4uurq6+n1DkiSNBN3d3XR3d/dZt3z58rr2bTTAKQD/BNzT4H55ewKY10D6nYGtiRFQ\nJ1XYvgy4HDgCWEQ0Oe1TId3exEiq1cnrYj+dfYDbUum2JZqn7u6vUHPnzqWzs7OuNyBJ0khT6Ud/\nT08P06ZNq7nvQGpwhuNkf48DB9G37B1EZ+MDidFQzyTr1wJXEsHOpymNpNoxyWNOKo9riJqbGfQN\ncGYkx7o8v7cgSZLqNVLmwXkJuKnC+mOBdcTcNWmziealq4CvABsRc+M8Rd8AZxkx383pRAfk64DX\nJvufRzSlSZKkQTbShomXK1C5Rup+oiPzGmKG4vnAA8ABlProFJ0JzCQ6MV9LzK9zVrKUJEktMFJq\ncKo5NnlU0gO8vc58vp08JEnSEDDSa3AkSVIbajTAqXRrA0mSpCGlkSaq4qzDjzWjIJIkSXlpJMD5\na7MKIUmSlCf74EiSpLZjgCNJktqOAY4kSWo7BjiSJKntGOBIkqS2Y4AjSZLajgGOJElqOwY4kiSp\n7RjgSJKktmOAI0mS2o4BjiRJajsGOJIkqe0Y4EiSpLZjgCNJktqOAY4kSWo7BjiSJKntGOBIkqS2\nY4AjSZLazphWF0CSJLWP7u5uuru7AVi1ahWTJk1i1qxZjBs3DoCuri66urqaXg4DHEmSlJvBCmBq\nsYlKkiS1HQMcSZLUdgxwJElS2zHAkSRJbccAR5IktR0DHEmS1HYMcCRJUtsxwJEkSW3HAEeSJLUd\nAxxJktR2DHAkSVLbMcCRJEltxwBHkiS1HQMcSZLUdgxwJElS2xmJAc6bgV8CS4EXgAeAUyuk6wSu\nB1YAy4BLgF2q5HkCcB+wCngI+AIwJtdSS5Kkuo20AOeDwI1EwPIvwDuBr1ZIt2eSbgxwFHAcMAn4\nHbBVWdrPAXOBi4F3AOcCpwDn5FXo7u7uvLKSNIz42ZcGbiQFODsAPwC+B3wIuBq4CTgfOKMs7ZeA\nF4HDgGuAy4BDgVcAJ6XSTSRqf36QLG8Gvg58ETgemJxHwf0nJ41MfvalgRtJAc7xwMZUrrFJG0ME\nNpcAK1PrHwVuAA5PrTsY2BCYX5bHfKADeG+G8kqSpAEaSQHOAcASYApwB7AGeBL4LrBZKt1uwDjg\nzgp53AXsDmyQvN4rtT7tCeAZYGoeBVfjhuMv31aXudnHb0b+eeQ50DwGsl+rr/FIMBzPcavLPBw/\n+/UYSQHODsAmwM+AbuCtwNnAh4lOx0UTk+XSCnksJWpmtkylfYloziq3LJWXBlmr/2EMRKvLPBz/\nyRngqNxwPMetLvNw/OzXY7iO9JkO/LbOtPsStTGjiJqZ04CvJdtuBlYTnYTf0kCeuVi4cGFd6ZYv\nX05PT0+TS9NehuM5a3WZm338ZuSfR54DzWMg+zW6T6v/Joaj4XjOWl3m4fbZr/e7syO3Iw6ubYFD\n6kx7KbAcuAV4HbAf8OfU9knEEO+TgTnAHsBC4D+IDslpZwOfAjYiAqOzgM8QfXtWlaV9GrgWOLpC\nmbYDbidqlSRJUmMWEi0xj1dLMFxrcJ4A5jW4zx1EgFNNIVkuIpqc9qmQZm/gQSK4gVI/nX2A21Lp\ntiWap+6ucqzHgdcSgY4kSWrM4/QT3Iw0bwN6gc+Wrf9ksv5NqXU/JYKoTVPrdiT625yZWrclMVng\nuWV5zgLWEfPpSJIkNdUVRO3M54iAZxYRoPyiLN0ewHPEZH8HE0PD7wL+xvodh08hgpkzgAOJeXJe\nZP3mLUmSpKYYR/SbeYRoZnqYCEzGVkjbCVxHzIWznPpv1fAwcauG0XkWXJIkSZIkSZIkSZIkSVLT\nbUDcA+tR4Fli3p83tLREkgbLvwM9RN/C2S0uizQkjKRbNbS7McBDwBuBLYh7bF1BTEooqb0tJgY3\nXE5pTi9JaltLiMkJJY0M52ENjgRYg9PO9iRqbxa1uiCSJA02A5z2tDFwIXA6MZGhJEkjigHO8PUh\nYEXyuDq1fizwc+I+WGe1oFySmqvaZ1+SWmJT4GvAr4k7jfdSva18U2Au8Hfitg9/Av65jmOMIu6j\ndRkGr9JQMRif/aLziM7G0ojnl+Dg2Qr4CFHDclmyrtpoh0uBDwOnEffCuh3oBrpqHOP7wDbAB4h/\nopJabzA++6OJW9GMSY4zDv+/S2qBiUQAUumX1iHJtvJfbdcCj1H9n9ZOyX7PU6q+XkHfu6RLaq1m\nfPYhAqLesseHM5ZVkhq2FdX/yZ1HTNRX/s+sWCvj5H3S8OVnXxokVmEOPXsBC1m/iemuZDl1cIsj\naZD42ZdyZIAz9EwEllZYvzS1XVL78bMv5cgAR5IktR0DnKFnCZV/qU1IbZfUfvzsSzkywBl67gQm\ns/61Kd5T6u7BLY6kQeJnX8qRAc7Qcxkx2deRZetnEJN/3TrYBZI0KPzsSzka0+oCjDDvBDYBNkte\nT6X0z+xqYubSa4DrgO8CmxM3y+wC3kFM0V5tgjBJQ5effUlt7WFKk3CtK3u+YyrdJsR07YuBVcR0\n7e8f1JJKypOffUmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJElta2fg\n4lYXYigb1eoCSJKkhrwduAmY0OqCDGVjWl0ASZJUl2nA6cCjwIstLoukNjAD6E0eO7a2KNKQtwFw\nP/F5OXKAeczAz1wtNwK/bSD9d4jz+eOmlGYIsolKjZpO6R9PPY9jWlLK5ii0ugANms7IvVZqnU8C\n/wDcSfY+IsPtMzeUnQm8BHwIeH2LyzIoDHCUVaGOx3DXDu8BRsa1UmuNB2YRf0uzW1wW9bUYOA/o\nAM5qcVkGhX1wlMW5yaM/fx+MgjTZj5LHcDZSrpVa6xPAFsBfgF+0uCxa3zeAjwMHAgcAN7e2OM1l\ngKMsngLubXUhVBevlZptQ+A/kucXtbIgquqvwO+BNwEzafMAxyYqSVIeDgNeQTRPGeAMXcVrcyhx\nvdqWAY5aYQPil94NwNPAauAJ4GqiA1xHP/teQHSIfbjGMWbQ/yiM01LbIarVPw/8CVhO3063tfJK\nezMwj6iifx5YCSwEvgXs2s9+jZRnsAy0TAM9B0VbAl8B7iOGwj4FXEdpRM4M+r8eF5DP30hRXtd0\nHHAy0AOsSB63Ah8DRtcoa9GbgB8So5SeIz47jwFXEp+pLZJ0Y4nPVC/wqzry3StV1ll1lqXc+5Pl\nXcBDNdLWusb12As4FbiWOAcvEdfmQeJv4HVV9svz3GxPvI8e4FlK/8vuAv6b+HxsVrbP/sAtDTwO\nq6OMjbg0WY4Fjsg5b2lYm07pw/6FAey/M/HlkB69s67s9c3EP8BKLkjS1PoHOiOVd38Bzjpgd+LL\nsLxMH64zL4jq+R9VyCP93l4Cjq2yfyPlqdd0sl2rRsuU9RwATCE6Q1bb/4fEl0Z/1+MC8vkbyfOa\nbg3cUZZPOt9f0H9gvxHxhdlfWXrp27H3q8m6NcQXcX++kaRdDWxXI201xaDh+zXS1XONZ9D/tZlO\n3/dd7XycWaUMeZybfySCmlplOLRG/gN1I40NE09bRJStO7fSDEH2wdFg2hT4DbBL8voy4pfxYuKX\ncLHz25uJX6QHUPr12ywdwCXEP65vAVcAy4hhro80kM/PgHcR5b0E+DnxBTsK6CTau/ck/nk/Cfxy\nAOV5tIHy5KneMmU9B1sQv8a3TV7/lAgwngL2AD4FHAfsneeb60ee1/SyJO03ib/tpcnrzwOTk+N8\nBPhBhf1HEQHQ25LXDxAdxv8IvEB8Qb8ROIq+I+F+SNQYjSYC0a9UKd9Y4Ojk+a+Bx6uk68+eRBAH\ncFs/6fK6xmOI2rSriC/5+4gara2JGpf/BHYialweIILetKznZsOk7Jslx/0uUSP9VLLPzsAbiBqS\noTg68Vbi//ABrS6INJRMp/TL5BxgKvEPpdKjvH337NS+X6yS/4WpNP9WYfsF5FuDU/wV97YKaerN\n618p/Zp/V5U8xhH/AHuJX0/lzcONlKde0xn4tWq0THmcgzmp432mwv5jgGtSaZpZg5P3NV1F5S+T\nLYkvzV6ihqeST6TyuZj4Aq2kg/VrX25M9ruvyj4Ah6fyP7yfdP35MKVz+dp+0uV1jScCm/dznLFE\nINVL1DxW6o5xIwM/N29JrT+kn/1Hs34TVV7+QAQqA/EZSuf3VbmVSBrmprN+1XC1R7q6fEPiV38v\n0T5drTp+M6JfTi9wd4XtF5B/gHNehrw6iDb/XuC/auQzOZXPWzOUp17TGdi1arRMeZyDDYlajV6i\nj081OxBBRzMDnGZc07P7yePMJM1a1v/SHkX0L+klass2rlGeckenyvDGKmmuSLY/Sf19gcqlvzB3\nqZImz2tcj31SeXRW2J7l3HwwlfemAyzfQOxIBG7FmaLXEX3DriVqjep1fGr/1+RbxKHDTsbKqt6J\n46ZR6gB5AdWrbVcQTQMQXx7bVkmXp59k2HcKsBvxfv6nRtqFxD/4DqL6uhnl6U+WSf76K1Me52Aa\nMUkc9D/n0N+JpoJmyvuaFuj//C1Ilh2s/yW1L6U+IucRTVKNuJjoEA6V+wptA7wzeX4R8YU3EOka\nwKVV0jTzGm9IfPlPIWokp1L6fusAXl1hnyznZnEq7+MaLGsWjwL/RDTnjSKCrt2TdX9tIJ/iNeqg\njUdSGeAoi9OID1i1x5dSafdKlgVqV6umt+9VNVU+CsSU8gNV/PXTAfwftWtKinf/rRa4ZS1PNadR\n/7VqtEx5nINin4sCcHuN99JfH4885H1Nof9mkGWp5+XNGfslywIDm7NkFdE5GWKU00Zl2/+FuP4F\noj/cQG2Rer6iSpq8r/EmwGeBPxP9cf5K1PreSdQS96TSTqywf5Zz87+UagjnEv+zZhFBbrUmxKHk\nudTzLaqmGuYMcDRYJqSeP1kjbXF7B9VHU+VpWe0kVW2del7vrRAKrP/PNK/yNEt/ZcrjHKSv81M1\nylJre1bNuKar+tnWm3pe3kS0Ver5QDr/Qql5cTPWH4ZdrLm4HbhngPlDqSYEqveNyfMa70wEMV8m\nAqcO+q+VrHZtBnpu1hJ9sxYmr19LNDX+nhhZ9Uugi6H7HZsOapZXTTXMOYpKyjbKIf2F9C7qrybu\n75/KUBx10V+Z8j4HrX7/zbimrfRnohlsGvGlfWGy/nVEMzBkq72B6DdXNIHa5yLrNb6QCHJ6gfnE\niKaFSTnWJGk6KDUrVevzl+XcLCSCq3cljwOJ0aDjgIOTx6eITshPV8mjVYo/OAsMvbLlxgBHg2VJ\n6vm2RCfOatJV/eXt+cVfu7V+GW1SZ7myKv5zKBC/3Ebi7RDyOAfp67wt0XGymm1q5JX1b2QoXdP0\nl8/2xJDngfgh8SV+IBEY/JVSDcULZJ8PZXHq+Suo3ME7r2u8JzHhIcRNIz9fJd2EKuvLZTk3vcQQ\n/uJ9t7Yl+u38R5LnNGJeoKE2oV66ZvCJlpWiyYZq9ZnaT3FEVAfVZxgt2j9ZFlh/JFWxfX88/duj\n/qJlUhwN0kHpn+5Ik8c5uCuVR3/DjKlje9a/kaF0TYv9SDrINmfJfxNf1h3E6LFxwAeSbZdSvd9M\nvYp9ZjqIjtGV5HWNpybLAlFzU029o4PyPDdPEDVKb6B07Q4lOkEPJcVrtJg2vsmuAY4GywJK1dbH\nUP1vbzNKU77fy/r9dR5KpZtUJY8NgPcNrJgN+xPwt+T5Rxl6/8gGQx7nYAGlfj7/0k+6HYB31Mgr\n69/IULqmf06V5XgGXjOZHp14DDEp4OZEkHB+lgImHqD0Wd2/Spq8rnG65aG/81FpHq1KmnFu1lLq\nFD6G2sH2YCteo9+1tBRNZoCjwbKaqAqG+AVWad6VDuA7lEY8fKdCmptSaU+sksc3Gfh0840qEB0d\nIeb/uJD+vxDHETM2t1MglMc5WE388oX4dXlyhf3GEJ1Ca41Syfo3MpSuaYHSHDqvBH5M9fc/iv7/\n7oufv52IWxVABIM3VU7esGI+r6+yPa9rXGym66D6/dn+HXhPP3mUa/TcvJmYSqCaDYgmL4j7Yw2l\nfi7bEO8TYrJDSYnplIbHfqHBfTcl2t2L+19CVN92Er+mb0ht+1+qdwz8fSrd/KRMncA/p/Iopqnn\nXlS1zKiRF8QvwGKZFgGfJv7B7Uv8MzyW6KxYnOywfMK2RspTr+kM/FpB42XKeg42J+b5KObxE2J+\nj06iyeC2ZP2t1L4eefyNDNY1nZ5KV6kZqoPSrLy9xJDz/ySaz/Yj+nx8kfjir/TDIe2eVD69wOdq\npG/EEZTeR7Was7yu8Z1leRyS5PEe4pYavUQNSiN//42cm9OSst0AnETUOHUS1+TYVPl7idmbh5J/\nI8r1En374kgj3nSyfWnuRDQ99TevyM30X6W7B6Ub+5U/1hG/eI9JrcsrwKmWF8TIm7lE1XSteVOe\nY/1f+42Up17TyXatTqOxMmU9B7D+jRjLr209N9uEfP5GBuuaTk/lUynAgRjmnA64qr2vWtf5U6n0\na4jmoLyMpXTbif7mVWrkGle7Nq8mBi5UOxd3EB1+G/n7b+TczO7n2On38nOiNmco+V+ifJfWSiiN\nNAdS/z/TasYSowyKN6dbRfzDu5qYAr0e2xP3V3oYeJH4MruaGJoJtb8EZ6e211LPF2rRZOLuwwuA\nZ4hq+WXEL84fAR+icr+BRspTr6zXaqBlGug5KNqSuPnh/UTnzyeB64naF6ivRg2y/41kfT/1nr/0\ndaoW4BRNT475F6Lp40Vi1M/l1NdHZ2tKX8DVbg6axalJ3otqpKt1jeu5Nq8ibjr6MPE/5GngFuCT\nlIKKRv7+Gzk3mxD3pjqHqAl8mJhs8Hnivf83pb+zoWRnSufkH1tbFElSuRnUH3Cqr7dS+hIvn9gu\nD1tQut/UUBsaXUuzz81Q8C3i/d3Q6oJIktY3AwOcgfoJce6eonm3FPh0coxm3HKkmQbj3LTSDkRN\n1zqqdwSXJLXQDAxwBmJnonmtl9JIoWYYSzQ9rSOGXA8HOzM456aVvkNck/5udCpJaqEZGODUawfg\nH4hRPj3EeXuewZtGYSjz3EiShpQZ1B7VpnAj64/sqTQ30Eh0I56btua9qCQNN4Wypaor3lX7BWKe\nnLmUbig50nluJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSpCHq/wM8tnJ4\nPLHuYQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.6)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins-noLFerrors.ipynb b/lag/data/clag_analysis-origbins-noLFerrors.ipynb new file mode 100644 index 0000000..b70d09b --- /dev/null +++ b/lag/data/clag_analysis-origbins-noLFerrors.ipynb @@ -0,0 +1,887 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python2.7/dist-packages/IPython/core/magics/pylab.py:161: UserWarning: pylab import has clobbered these variables: ['norm']\n", + "`%matplotlib` prevents importing * from pylab and numpy\n", + " \"\\n`%matplotlib` prevents importing * from pylab and numpy\"\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/2246A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915, 0.62032418])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.379e-01 6.748e+01 inf -- -3.302e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.796e-01 6.679e+01 7.758e+01 -- -2.526e+02 -- 0.618991 0.579498 0.564066 0.564121 0.56476 0.563682 0.563867 0.56205\n", + " 3 3.540e+00 6.595e+01 7.576e+01 -- -1.769e+02 -- 0.314779 0.183356 0.127531 0.127909 0.129377 0.127333 0.127748 0.123875\n", + " 4 1.452e+00 6.481e+01 7.321e+01 -- -1.036e+02 -- 0.145822 -0.154058 -0.309225 -0.308235 -0.306082 -0.309022 -0.308575 -0.314603\n", + " 5 5.873e-01 6.313e+01 7.037e+01 -- -3.327e+01 -- 0.101594 -0.377738 -0.742409 -0.742747 -0.740971 -0.745083 -0.745333 -0.753741\n", + " 6 3.716e-01 6.044e+01 6.710e+01 -- 3.383e+01 -- 0.0846307 -0.469976 -1.15278 -1.17038 -1.1732 -1.18022 -1.18308 -1.19385\n", + " 7 3.359e-01 5.601e+01 6.209e+01 -- 9.591e+01 -- 0.0659456 -0.50867 -1.48798 -1.574 -1.5971 -1.61323 -1.62275 -1.63479\n", + " 8 5.149e-01 4.857e+01 5.399e+01 -- 1.499e+02 -- 0.0437973 -0.538092 -1.68322 -1.90776 -2.00001 -2.04069 -2.06646 -2.07709\n", + " 9 7.563e-01 3.652e+01 4.228e+01 -- 1.922e+02 -- 0.0212475 -0.55813 -1.75872 -2.09423 -2.35209 -2.45331 -2.51958 -2.52359\n", + " 10 1.974e+00 2.058e+01 2.756e+01 -- 2.197e+02 -- 0.00517809 -0.569653 -1.80128 -2.12815 -2.59485 -2.83321 -2.9937 -2.97691\n", + " 11 1.071e+00 7.198e+00 1.293e+01 -- 2.327e+02 -- -0.00504406 -0.575918 -1.82651 -2.12905 -2.68784 -3.15505 -3.51079 -3.42807\n", + " 12 2.091e-01 1.531e+00 3.715e+00 -- 2.364e+02 -- -0.0104477 -0.580461 -1.83547 -2.13193 -2.69807 -3.39738 -4.11475 -3.83333\n", + " 13 5.653e-01 3.932e-01 6.297e-01 -- 2.370e+02 -- -0.0124146 -0.583395 -1.83764 -2.13329 -2.69789 -3.54657 -4.97511 -4.11701\n", + " 14 1.852e+02 1.372e-01 6.354e-02 -- 2.371e+02 -- -0.0129899 -0.584709 -1.83799 -2.13471 -2.69697 -3.6137 -7.78741 -4.23122\n", + " 15 2.921e+02 7.159e-02 2.904e-03 -- 2.371e+02 -- -0.0130755 -0.585195 -1.83773 -2.13556 -2.696 -3.63655 -8 -4.24469\n", + " 16 2.917e+02 5.374e-02 4.141e-04 -- 2.371e+02 -- -0.0130579 -0.585335 -1.83758 -2.13596 -2.69543 -3.64347 -8 -4.24419\n", + " 17 2.916e+02 4.858e-02 9.106e-05 -- 2.371e+02 -- -0.0130506 -0.585376 -1.83754 -2.13607 -2.69524 -3.64553 -8 -4.24379\n", + "********************\n", + "-0.0130506 -0.585376 -1.83754 -2.13607 -2.69524 -3.64553 -8 -4.24379\n", + "0.269171 0.232445 0.302922 0.233996 0.234912 0.539942 6377.59 0.989373\n", + "-0.000636424 -0.00149059 -0.00259185 -0.00860622 -0.0213922 -0.0485818 -5.7966e-05 -0.0291693\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 2.371e+02 2.366e+02 -1.305e-02 2.561e-01 0.96 +++\n", + "+++ 2.371e+02 2.361e+02 -1.305e-02 3.907e-01 2 +++\n", + "+++ 2.371e+02 2.364e+02 -1.305e-02 3.234e-01 1.44 +++\n", + "+++ 2.371e+02 2.365e+02 -1.305e-02 2.898e-01 1.19 +++\n", + "+++ 2.371e+02 2.365e+02 -1.305e-02 2.729e-01 1.07 +++\n", + "+++ 2.371e+02 2.366e+02 -1.305e-02 2.645e-01 1.02 +++\n", + "+++ 2.371e+02 2.366e+02 -1.305e-02 2.603e-01 0.987 +++\n", + "+++ 2.371e+02 2.366e+02 -1.305e-02 2.624e-01 1 +++\n", + "\t### errors for param 1 ###\n", + "+++ 2.371e+02 2.366e+02 -5.854e-01 -3.529e-01 0.949 +++\n", + "+++ 2.371e+02 2.361e+02 -5.854e-01 -2.367e-01 1.99 +++\n", + "+++ 2.371e+02 2.364e+02 -5.854e-01 -2.948e-01 1.43 +++\n", + "+++ 2.371e+02 2.365e+02 -5.854e-01 -3.239e-01 1.18 +++\n", + "+++ 2.371e+02 2.365e+02 -5.854e-01 -3.384e-01 1.06 +++\n", + "+++ 2.371e+02 2.366e+02 -5.854e-01 -3.457e-01 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 2.371e+02 2.369e+02 -1.838e+00 -1.686e+00 0.273 +++\n", + "+++ 2.371e+02 2.368e+02 -1.838e+00 -1.610e+00 0.6 +++\n", + "+++ 2.371e+02 2.367e+02 -1.838e+00 -1.572e+00 0.806 +++\n", + "+++ 2.371e+02 2.366e+02 -1.838e+00 -1.554e+00 0.92 +++\n", + "+++ 2.371e+02 2.366e+02 -1.838e+00 -1.544e+00 0.979 +++\n", + "+++ 2.371e+02 2.366e+02 -1.838e+00 -1.539e+00 1.01 +++\n", + "\t### errors for param 3 ###\n", + "+++ 2.371e+02 2.369e+02 -2.136e+00 -2.019e+00 0.267 +++\n", + "+++ 2.371e+02 2.368e+02 -2.136e+00 -1.961e+00 0.589 +++\n", + "+++ 2.371e+02 2.367e+02 -2.136e+00 -1.931e+00 0.793 +++\n", + "+++ 2.371e+02 2.366e+02 -2.136e+00 -1.917e+00 0.905 +++\n", + "+++ 2.371e+02 2.366e+02 -2.136e+00 -1.909e+00 0.964 +++\n", + "+++ 2.371e+02 2.366e+02 -2.136e+00 -1.906e+00 0.994 +++\n", + "\t### errors for param 4 ###\n", + "+++ 2.371e+02 2.370e+02 -2.695e+00 -2.578e+00 0.256 +++\n", + "+++ 2.371e+02 2.368e+02 -2.695e+00 -2.519e+00 0.577 +++\n", + "+++ 2.371e+02 2.367e+02 -2.695e+00 -2.490e+00 0.787 +++\n", + "+++ 2.371e+02 2.366e+02 -2.695e+00 -2.475e+00 0.904 +++\n", + "+++ 2.371e+02 2.366e+02 -2.695e+00 -2.468e+00 0.965 +++\n", + "+++ 2.371e+02 2.366e+02 -2.695e+00 -2.464e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 2.371e+02 2.369e+02 -3.646e+00 -3.376e+00 0.301 +++\n", + "+++ 2.371e+02 2.367e+02 -3.646e+00 -3.241e+00 0.783 +++\n", + "+++ 2.371e+02 2.365e+02 -3.646e+00 -3.173e+00 1.15 +++\n", + "+++ 2.371e+02 2.366e+02 -3.646e+00 -3.207e+00 0.953 +++\n", + "+++ 2.371e+02 2.366e+02 -3.646e+00 -3.190e+00 1.05 +++\n", + "+++ 2.371e+02 2.366e+02 -3.646e+00 -3.199e+00 1 +++\n", + "\t### errors for param 6 ###\n", + "+++ 2.371e+02 2.371e+02 -8.000e+00 -5.000e+00 0.0545 +++\n", + "+++ 2.371e+02 2.353e+02 -8.000e+00 -3.500e+00 3.58 +++\n", + "+++ 2.371e+02 2.369e+02 -8.000e+00 -4.250e+00 0.39 +++\n", + "+++ 2.371e+02 2.365e+02 -8.000e+00 -3.875e+00 1.18 +++\n", + "+++ 2.371e+02 2.367e+02 -8.000e+00 -4.062e+00 0.674 +++\n", + "+++ 2.371e+02 2.366e+02 -8.000e+00 -3.969e+00 0.891 +++\n", + "+++ 2.371e+02 2.366e+02 -8.000e+00 -3.922e+00 1.03 +++\n", + "+++ 2.371e+02 2.366e+02 -8.000e+00 -3.945e+00 0.956 +++\n", + "+++ 2.371e+02 2.366e+02 -8.000e+00 -3.934e+00 0.99 +++\n", + "\t### errors for param 7 ###\n", + "+++ 2.371e+02 2.367e+02 -4.244e+00 -3.749e+00 0.707 +++\n", + "+++ 2.371e+02 2.359e+02 -4.244e+00 -3.502e+00 2.45 +++\n", + "+++ 2.371e+02 2.364e+02 -4.244e+00 -3.625e+00 1.37 +++\n", + "+++ 2.371e+02 2.366e+02 -4.244e+00 -3.687e+00 0.998 +++\n", + "********************\n", + "-0.0130485 -0.585388 -1.83753 -2.1361 -2.69519 -3.64613 -8 -4.24367\n", + "0.275479 0.239709 0.298186 0.230343 0.23123 0.447579 2 0.556379\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 5.670e+03 9.675e+00 inf -- 2.919e+02 -- -0.156222 -0.68176 -1.81406 -2.12926 -2.71269 -3.36881 -6.08072 -6.42184 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 1.047e+03 1.151e+01 2.879e+00 -- 2.948e+02 -- -0.118762 -0.639838 -1.76688 -2.08895 -2.66889 -3.26353 -5.78072 -6.12184 0.0424515 0.105123 0.138683 0.0948799 0.140121 0.0393153 2.81332 0.248074\n", + " 5 4.807e+02 1.352e+01 2.643e+00 -- 2.974e+02 -- -0.0866187 -0.605762 -1.72887 -2.05583 -2.63238 -3.19092 -6.08072 -5.82184 0.000648562 0.108523 0.164491 0.0915061 0.170413 0.00913963 2.85855 1.07978\n", + " 7 1.906e+02 1.570e+01 2.338e+00 -- 2.998e+02 -- -0.0590998 -0.577513 -1.69772 -2.02818 -2.60158 -3.1372 -6.38072 -5.52184 -0.0305296 0.110846 0.182461 0.0892265 0.194212 -0.00858619 2.71513 -3.11054\n", + " 9 5.891e+01 1.810e+01 2.317e+00 -- 3.021e+02 -- -0.0354896 -0.55376 -1.67186 -2.0048 -2.57534 -3.09575 -6.30939 -5.82184 -0.0543126 0.112411 0.195339 0.0877287 0.21341 -0.0199574 1.23313 2.11694\n", + " 11 5.912e+01 2.072e+01 2.113e+00 -- 3.042e+02 -- -0.0151439 -0.533554 -1.65012 -1.98485 -2.55283 -3.06281 -6.00939 -5.52184 -0.0727701 0.113507 0.204816 0.0866854 0.229407 -0.0274598 -2.84324 2.21189\n", + " 13 5.318e+02 2.358e+01 2.081e+00 -- 3.063e+02 -- 0.00246155 -0.516217 -1.63169 -1.96771 -2.5334 -3.03613 -6.30939 -5.22184 -0.0873173 0.114241 0.211893 0.0859833 0.242956 -0.0325361 -0.803414 1.81103\n", + " 15 6.000e+01 2.669e+01 1.754e+00 -- 3.080e+02 -- 0.0177641 -0.501232 -1.61594 -1.95288 -2.51654 -3.01421 -6.60939 -4.92184 -0.0989192 0.114745 0.21724 0.085486 0.254699 -0.0358684 -2.05745 -0.439047\n", + " 17 2.760e+02 3.007e+01 2.029e+00 -- 3.101e+02 -- 0.0311238 -0.488205 -1.60242 -1.93999 -2.50187 -2.99581 -6.90939 -4.99492 -0.108184 0.115134 0.221508 0.0852356 0.26512 -0.0377338 1.31525 1.49865\n", + " 19 3.455e+02 3.375e+01 1.932e+00 -- 3.120e+02 -- 0.0428159 -0.476826 -1.59071 -1.92874 -2.48903 -2.98053 -6.60939 -4.69492 -0.115759 0.115347 0.224648 0.0849875 0.274357 -0.0388865 2.71661 0.824234\n", + " 21 5.627e+02 3.773e+01 2.106e+00 -- 3.141e+02 -- 0.0530961 -0.466839 -1.58055 -1.91888 -2.47782 -2.96759 -6.90939 -4.39492 -0.121894 0.115561 0.227171 0.0847372 0.282893 -0.0391746 3.09606 1.24474\n", + " 23 1.412e+03 4.204e+01 2.098e+00 -- 3.162e+02 -- 0.0621536 -0.458045 -1.57168 -1.9102 -2.468 -2.95676 -7.20939 -4.18138 -0.126953 0.115732 0.229039 0.084359 0.29081 -0.0390341 -1.48027 1.23885\n", + " 25 4.162e+04 4.667e+01 1.855e+00 -- 3.181e+02 -- 0.0701599 -0.450276 -1.56393 -1.90253 -2.45941 -2.94767 -7.50939 -4.06761 -0.131108 0.115932 0.230463 0.0838354 0.298357 -0.0385057 0.151626 1.24726\n", + " 27 1.368e+03 5.163e+01 1.694e+00 -- 3.197e+02 -- 0.0772509 -0.443397 -1.55713 -1.89576 -2.45187 -2.94001 -7.20939 -3.99039 -0.134522 0.11614 0.231552 0.0832518 0.30556 -0.0376963 2.85355 1.25729\n", + " 29 3.278e+03 5.692e+01 1.564e+00 -- 3.213e+02 -- 0.0835427 -0.437294 -1.55116 -1.88977 -2.44524 -2.93357 -7.50939 -3.9332 -0.137326 0.116351 0.232387 0.0826471 0.312468 -0.0366776 2.17754 1.26747\n", + " 31 7.767e+02 6.255e+01 1.446e+00 -- 3.228e+02 -- 0.0891349 -0.43187 -1.54591 -1.88447 -2.4394 -2.92816 -7.20939 -3.88882 -0.139623 0.116565 0.233032 0.0820438 0.319124 -0.0354977 -1.72243 1.27737\n", + " 33 6.146e+04 6.851e+01 1.343e+00 -- 3.241e+02 -- 0.0941131 -0.427041 -1.5413 -1.87977 -2.43426 -2.92364 -7.50939 -3.85335 -0.141498 0.116784 0.233532 0.0814561 0.325567 -0.0341934 0.110556 1.28681\n", + " 35 5.141e+02 7.481e+01 1.246e+00 -- 3.253e+02 -- 0.0985508 -0.422736 -1.53723 -1.87561 -2.42973 -2.91988 -7.20939 -3.82441 -0.143017 0.117008 0.233923 0.0808916 0.331826 -0.0327907 0.968192 1.29571\n", + " 37 2.561e+03 8.143e+01 1.157e+00 -- 3.265e+02 -- 0.102512 -0.418892 -1.53365 -1.87193 -2.42573 -2.9168 -6.90939 -3.80046 -0.144236 0.11724 0.234234 0.0803546 0.337926 -0.0313104 0.474092 1.30403\n", + " 39 4.175e+02 8.835e+01 1.071e+00 -- 3.276e+02 -- 0.106051 -0.415457 -1.53049 -1.86867 -2.4222 -2.91429 -6.60939 -3.78043 -0.145202 0.117482 0.234484 0.0798467 0.343885 -0.0297682 2.50013 1.31174\n", + " 41 2.484e+02 9.557e+01 9.861e-01 -- 3.286e+02 -- 0.109218 -0.412381 -1.52772 -1.86578 -2.41908 -2.91229 -6.30939 -3.76351 -0.14595 0.117736 0.234692 0.079367 0.349713 -0.0281813 -1.35794 1.31885\n", + " 43 1.664e+02 1.030e+02 9.286e-01 -- 3.295e+02 -- 0.112053 -0.409626 -1.52527 -1.86322 -2.41632 -2.91073 -6.60939 -3.74914 -0.146514 0.118004 0.234875 0.0789157 0.355418 -0.0265569 0.955065 1.32532\n", + " 45 3.715e+01 1.108e+02 8.360e-01 -- 3.303e+02 -- 0.114595 -0.407155 -1.52313 -1.86096 -2.41388 -2.90956 -6.30939 -3.73686 -0.146919 0.118288 0.235035 0.0784863 0.361005 -0.024906 -2.00648 1.33124\n", + " 47 1.757e+03 1.187e+02 7.899e-01 -- 3.311e+02 -- 0.116875 -0.404936 -1.52125 -1.85897 -2.41171 -2.90871 -6.60939 -3.7263 -0.147187 0.118587 0.235191 0.0780786 0.366467 -0.0232463 -0.606714 1.3366\n", + " 49 2.419e+03 1.268e+02 7.198e-01 -- 3.318e+02 -- 0.118922 -0.402941 -1.5196 -1.85722 -2.40977 -2.90815 -6.90939 -3.71719 -0.147336 0.118903 0.235343 0.0776863 0.371808 -0.0215787 -0.828333 1.34144\n", + " 50 3.758e+03 1.322e+04 4.674e+00 -- 3.272e+02 -- 0.137314 -0.384994 -1.50519 -1.84182 -2.39252 -2.9049 -8 -3.63812 -0.147803 0.122227 0.236936 0.0738852 0.423919 -0.00499483 -1.20255 1.3852\n", + " 52 2.909e+04 6.385e+02 1.073e+01 -- 3.379e+02 -- 0.136943 -0.384318 -1.50651 -1.84446 -2.39241 -2.90988 -8 -3.64036 -0.1468 0.121814 0.239523 0.0607648 0.447789 0.00582078 -0.683535 1.38625\n", + " 53 8.944e+04 2.504e+02 4.851e-01 -- 3.384e+02 -- 0.137108 -0.382857 -1.511 -1.85395 -2.38877 -2.93977 -8 -3.6534 -0.132666 0.131148 0.26174 0.0372861 0.519783 0.0387377 0.222008 1.38794\n", + " 55 1.907e+04 2.097e+02 2.143e-01 -- 3.386e+02 -- 0.137241 -0.382905 -1.51059 -1.85324 -2.38834 -2.93581 -7.7 -3.65133 -0.133058 0.131502 0.26506 0.0380769 0.517294 0.0298916 0.427458 1.38872\n", + " 57 2.701e+03 1.743e+02 1.707e-01 -- 3.388e+02 -- 0.137362 -0.382947 -1.51023 -1.85264 -2.38795 -2.93261 -7.4 -3.64964 -0.133373 0.131817 0.267849 0.0388293 0.515228 0.0226558 -1.3799 1.38928\n", + " 58 1.901e+04 6.807e+03 9.857e+00 -- 3.289e+02 -- 0.138463 -0.383316 -1.50699 -1.84755 -2.38449 -2.90718 -8 -3.63586 -0.135895 0.13461 0.291172 0.0458143 0.498444 -0.0363648 -0.545357 1.39317\n", + " 60 5.237e+04 4.383e+02 8.985e+00 -- 3.379e+02 -- 0.138201 -0.382988 -1.50809 -1.84815 -2.38423 -2.91079 -8 -3.63639 -0.138737 0.135181 0.288716 0.034039 0.510877 -0.0254366 -0.396913 1.39809\n", + " 61 8.766e+03 4.097e+02 8.172e-01 -- 3.387e+02 -- 0.137968 -0.382536 -1.51047 -1.85072 -2.38194 -2.93875 -8 -3.64468 -0.141543 0.135484 0.281935 0.0183923 0.556885 0.045315 1.79478 1.42693\n", + " 63 1.814e+04 3.493e+02 1.618e-01 -- 3.389e+02 -- 0.13803 -0.382587 -1.51013 -1.85062 -2.38179 -2.93566 -7.7 -3.64395 -0.140901 0.135271 0.284223 0.0205977 0.55377 0.0372067 -0.67593 1.42469\n", + " 64 4.667e+03 9.194e+03 7.138e+00 -- 3.317e+02 -- 0.138594 -0.383049 -1.50705 -1.84979 -2.38045 -2.91127 -8 -3.63796 -0.135166 0.133564 0.302461 0.0405415 0.526549 -0.0285933 1.72877 1.40601\n", + " 66 2.229e+03 8.468e+02 6.334e+00 -- 3.381e+02 -- 0.138375 -0.382821 -1.50788 -1.8493 -2.38027 -2.91526 -7.7 -3.63713 -0.138411 0.134331 0.300768 0.0296213 0.534063 -0.0172368 -2.02693 1.41805\n", + " 67 6.383e+03 4.433e+02 6.946e-01 -- 3.388e+02 -- 0.138019 -0.382446 -1.51012 -1.84832 -2.37854 -2.94579 -8 -3.63552 -0.145232 0.136059 0.290585 0.00900103 0.566205 0.0595408 -1.58605 1.49345\n", + " 69 2.791e+04 3.818e+02 1.832e-01 -- 3.389e+02 -- 0.13807 -0.382495 -1.50981 -1.84878 -2.37843 -2.94234 -8 -3.63605 -0.14425 0.135725 0.292234 0.0124456 0.563364 0.0504802 -0.811369 1.48719\n", + " 71 7.592e+03 3.289e+02 1.419e-01 -- 3.391e+02 -- 0.138118 -0.382539 -1.50952 -1.84915 -2.37833 -2.93967 -8 -3.63644 -0.143394 0.135448 0.293502 0.0154512 0.560893 0.0432337 1.73025 1.48211\n", + " 72 9.792e+00 1.238e+04 4.549e+00 -- 3.345e+02 -- 0.138556 -0.382946 -1.50702 -1.85213 -2.37736 -2.91947 -5 -3.63926 -0.135949 0.133151 0.302987 0.0415893 0.539598 -0.0143255 -2.01979 1.44199\n", + " 73 1.790e+03 2.036e+04 5.362e+00 -- 3.292e+02 -- 0.13686 -0.381484 -1.51285 -1.83573 -2.37645 -2.96346 -8 -3.61694 -0.169822 0.139603 0.306242 -0.0616507 0.578831 0.105014 -2.94898 1.60824\n", + " 75 2.000e+04 3.767e+03 7.143e+00 -- 3.363e+02 -- 0.136937 -0.381554 -1.51207 -1.84035 -2.37648 -2.95217 -8 -3.62182 -0.164447 0.137434 0.31164 -0.0445826 0.577957 0.0688955 -1.04621 1.58574\n", + " 77 1.670e+04 2.864e+03 1.308e+00 -- 3.376e+02 -- 0.137027 -0.381619 -1.51152 -1.84295 -2.37643 -2.94676 -8 -3.62459 -0.16153 0.135849 0.316596 -0.035261 0.576777 0.0522889 -1.10409 1.57318\n", + " 79 3.940e+03 2.269e+03 6.679e-01 -- 3.383e+02 -- 0.137114 -0.381682 -1.51105 -1.8448 -2.37637 -2.94335 -8 -3.62651 -0.159205 0.134652 0.320529 -0.028154 0.575644 0.041706 1.23968 1.56483\n", + " 81 3.136e+03 1.843e+03 4.148e-01 -- 3.387e+02 -- 0.137197 -0.381742 -1.51062 -1.84618 -2.3763 -2.9411 -7.7 -3.62789 -0.157267 0.133753 0.323527 -0.0224013 0.574634 0.0345912 2.94827 1.55921\n", + " 83 7.332e+03 1.524e+03 2.814e-01 -- 3.390e+02 -- 0.137277 -0.381798 -1.51025 -1.84723 -2.37623 -2.9396 -8 -3.6289 -0.155627 0.133083 0.325719 -0.0176294 0.573764 0.0297776 1.97421 1.55551\n", + " 84 4.352e+01 2.419e+05 8.521e+00 -- 3.305e+02 -- 0.13802 -0.382337 -1.50692 -1.85513 -2.37556 -2.92991 -5 -3.63632 -0.141645 0.128163 0.340891 0.0224931 0.566412 -0.00221606 2.81464 1.53266\n", + " 86 2.646e+01 1.360e+05 5.846e+00 -- 3.363e+02 -- 0.137542 -0.382135 -1.50734 -1.85175 -2.3755 -2.93273 -4.7 -3.63458 -0.154265 0.130343 0.343497 0.00406723 0.567925 0.0074277 1.76444 1.5434\n", + " 88 3.599e+00 1.247e+03 4.005e+00 -- 3.403e+02 -- 0.137281 -0.382038 -1.50761 -1.84969 -2.37546 -2.93454 -4.44346 -3.63355 -0.162752 0.1317 0.344853 -0.00669382 0.568721 0.0140179 2.19787 1.55056\n", + " 90 1.187e+00 3.038e+03 3.904e-01 -- 3.407e+02 -- 0.13727 -0.382043 -1.50767 -1.84906 -2.37542 -2.93544 -4.35974 -3.63317 -0.162904 0.131742 0.343848 -0.00910299 0.569009 0.0171214 2.09178 1.55417\n", + " 92 7.462e-01 5.052e+03 2.290e-01 -- 3.409e+02 -- 0.13728 -0.382056 -1.50771 -1.84873 -2.3754 -2.93603 -4.30688 -3.63296 -0.16231 0.131703 0.342609 -0.0100924 0.569167 0.0191537 2.00906 1.55662\n", + " 94 5.215e-01 6.434e+03 1.735e-01 -- 3.411e+02 -- 0.137299 -0.382072 -1.50773 -1.84856 -2.37538 -2.93645 -4.26782 -3.63284 -0.161418 0.131643 0.341287 -0.0103928 0.569258 0.0205828 1.9431 1.5584\n", + " 96 3.952e-01 7.618e+03 1.468e-01 -- 3.413e+02 -- 0.137323 -0.38209 -1.50774 -1.84848 -2.37536 -2.93676 -4.23675 -3.63278 -0.16042 0.131584 0.339946 -0.0103403 0.569314 0.0216563 1.89017 1.55979\n", + " 98 3.181e-01 8.762e+03 1.305e-01 -- 3.414e+02 -- 0.137349 -0.382109 -1.50775 -1.84843 -2.37535 -2.93701 -4.21105 -3.63274 -0.159411 0.131539 0.338623 -0.0101102 0.56935 0.0225121 1.84758 1.56093\n", + " 100 3.494e-01 9.944e+03 1.188e-01 -- 3.415e+02 -- 0.137376 -0.382128 -1.50775 -1.84841 -2.37533 -2.93721 -4.18933 -3.63272 -0.158443 0.131511 0.337339 -0.00979793 0.569375 0.0232282 1.81316 1.56189\n", + " 102 3.644e-01 1.121e+04 1.096e-01 -- 3.416e+02 -- 0.137403 -0.382146 -1.50776 -1.8484 -2.37532 -2.93738 -4.17073 -3.63271 -0.157537 0.131501 0.336106 -0.0094556 0.569394 0.023849 1.78523 1.56274\n", + " 104 3.648e-01 1.258e+04 1.021e-01 -- 3.417e+02 -- 0.13743 -0.382164 -1.50776 -1.84839 -2.37531 -2.93754 -4.15467 -3.6327 -0.156705 0.131508 0.33493 -0.00911106 0.569409 0.0244002 1.7624 1.56349\n", + " 106 3.569e-01 1.408e+04 9.589e-02 -- 3.418e+02 -- 0.137456 -0.382182 -1.50777 -1.84838 -2.3753 -2.93768 -4.14072 -3.6327 -0.155947 0.13153 0.333816 -0.00877869 0.569422 0.0248968 1.74363 1.56416\n", + " 108 3.443e-01 1.574e+04 9.062e-02 -- 3.419e+02 -- 0.137481 -0.382199 -1.50777 -1.84838 -2.3753 -2.9378 -4.12855 -3.63269 -0.155261 0.131565 0.332764 -0.00846538 0.569432 0.0253482 1.72809 1.56477\n", + " 110 3.290e-01 1.757e+04 8.614e-02 -- 3.420e+02 -- 0.137504 -0.382216 -1.50778 -1.84837 -2.37529 -2.93791 -4.11789 -3.63269 -0.154643 0.131611 0.331773 -0.00817392 0.569442 0.0257602 1.71513 1.56532\n", + " 112 3.124e-01 1.961e+04 8.229e-02 -- 3.421e+02 -- 0.137527 -0.382232 -1.50779 -1.84837 -2.37528 -2.93801 -4.10852 -3.63269 -0.154086 0.131666 0.330844 -0.00790497 0.569451 0.0261371 1.70424 1.56582\n", + " 114 2.950e-01 2.186e+04 7.896e-02 -- 3.422e+02 -- 0.137548 -0.382247 -1.50779 -1.84836 -2.37527 -2.9381 -4.10026 -3.63269 -0.153586 0.131728 0.329975 -0.00765804 0.569459 0.0264824 1.69505 1.56628\n", + " 116 2.774e-01 2.436e+04 7.607e-02 -- 3.422e+02 -- 0.137569 -0.382262 -1.5078 -1.84835 -2.37527 -2.93819 -4.09297 -3.63269 -0.153136 0.131795 0.329162 -0.00743212 0.569466 0.0267986 1.68724 1.5667\n", + " 118 2.597e-01 2.714e+04 7.354e-02 -- 3.423e+02 -- 0.137588 -0.382276 -1.50781 -1.84835 -2.37526 -2.93826 -4.08651 -3.63268 -0.152733 0.131866 0.328406 -0.00722598 0.569472 0.0270881 1.68057 1.56707\n", + " 120 2.423e-01 3.022e+04 7.133e-02 -- 3.424e+02 -- 0.137606 -0.38229 -1.50781 -1.84834 -2.37526 -2.93833 -4.08078 -3.63268 -0.15237 0.13194 0.327701 -0.0070383 0.569478 0.0273531 1.67485 1.56742\n", + " 122 2.253e-01 3.365e+04 6.937e-02 -- 3.424e+02 -- 0.137623 -0.382303 -1.50782 -1.84833 -2.37525 -2.93839 -4.07569 -3.63268 -0.152044 0.132015 0.327048 -0.00686775 0.569484 0.0275954 1.66993 1.56773\n", + " 124 2.087e-01 3.745e+04 6.764e-02 -- 3.425e+02 -- 0.137638 -0.382316 -1.50783 -1.84833 -2.37525 -2.93845 -4.07116 -3.63268 -0.151752 0.132092 0.326442 -0.00671305 0.569489 0.027817 1.66568 1.56802\n", + " 126 1.926e-01 4.168e+04 6.611e-02 -- 3.426e+02 -- 0.137653 -0.382328 -1.50783 -1.84832 -2.37525 -2.9385 -4.06713 -3.63268 -0.15149 0.132168 0.325881 -0.00657297 0.569493 0.0280195 1.66199 1.56827\n", + " 128 1.773e-01 4.637e+04 6.474e-02 -- 3.426e+02 -- 0.137667 -0.38234 -1.50784 -1.84831 -2.37524 -2.93855 -4.06353 -3.63268 -0.151255 0.132244 0.325363 -0.00644634 0.569497 0.0282044 1.65879 1.56851\n", + " 130 1.626e-01 5.158e+04 6.353e-02 -- 3.427e+02 -- 0.13768 -0.382351 -1.50784 -1.84831 -2.37524 -2.93859 -4.06031 -3.63268 -0.151045 0.132319 0.324886 -0.00633207 0.569501 0.0283732 1.656 1.56872\n", + " 132 1.487e-01 5.737e+04 6.244e-02 -- 3.428e+02 -- 0.137692 -0.382362 -1.50785 -1.8483 -2.37524 -2.93863 -4.05743 -3.63268 -0.150856 0.132392 0.324446 -0.00622911 0.569505 0.0285272 1.65356 1.56892\n", + " 134 1.356e-01 6.381e+04 6.147e-02 -- 3.428e+02 -- 0.137703 -0.382372 -1.50785 -1.84829 -2.37524 -2.93866 -4.05486 -3.63268 -0.150688 0.132464 0.324041 -0.00613648 0.569508 0.0286677 1.65143 1.56909\n", + " 136 1.233e-01 7.096e+04 6.059e-02 -- 3.429e+02 -- 0.137714 -0.382381 -1.50786 -1.84829 -2.37523 -2.9387 -4.05256 -3.63268 -0.150538 0.132535 0.32367 -0.00605327 0.569511 0.0287957 1.64957 1.56925\n", + " 138 1.118e-01 7.890e+04 5.981e-02 -- 3.429e+02 -- 0.137723 -0.382391 -1.50786 -1.84828 -2.37523 -2.93873 -4.05049 -3.63268 -0.150404 0.132603 0.32333 -0.00597864 0.569514 0.0289123 1.64794 1.5694\n", + " 140 1.012e-01 8.773e+04 5.910e-02 -- 3.430e+02 -- 0.137732 -0.382399 -1.50787 -1.84828 -2.37523 -2.93875 -4.04864 -3.63267 -0.150285 0.132669 0.323018 -0.00591178 0.569516 0.0290186 1.6465 1.56953\n", + " 142 9.132e-02 9.753e+04 5.847e-02 -- 3.431e+02 -- 0.137741 -0.382407 -1.50787 -1.84827 -2.37523 -2.93878 -4.04698 -3.63267 -0.150179 0.132732 0.322732 -0.00585198 0.569518 0.0291153 1.64524 1.56965\n", + " 144 8.225e-02 1.084e+05 5.790e-02 -- 3.431e+02 -- 0.137748 -0.382415 -1.50788 -1.84827 -2.37523 -2.9388 -4.04549 -3.63267 -0.150085 0.132794 0.322472 -0.00579854 0.56952 0.0292034 1.64413 1.56976\n", + " 146 7.394e-02 1.205e+05 5.739e-02 -- 3.432e+02 -- 0.137755 -0.382422 -1.50788 -1.84826 -2.37523 -2.93882 -4.04416 -3.63267 -0.150003 0.132852 0.322234 -0.00575085 0.569522 0.0292835 1.64315 1.56985\n", + " 148 6.635e-02 1.340e+05 5.692e-02 -- 3.432e+02 -- 0.137762 -0.382429 -1.50788 -1.84826 -2.37523 -2.93883 -4.04295 -3.63267 -0.14993 0.132909 0.322017 -0.00570833 0.569524 0.0293563 1.64229 1.56994\n", + " 150 5.944e-02 1.489e+05 5.650e-02 -- 3.433e+02 -- 0.137767 -0.382436 -1.50788 -1.84825 -2.37522 -2.93885 -4.04187 -3.63267 -0.149865 0.132963 0.321819 -0.00567045 0.569526 0.0294226 1.64153 1.57002\n", + " 152 5.317e-02 1.655e+05 5.613e-02 -- 3.434e+02 -- 0.137773 -0.382442 -1.50789 -1.84825 -2.37522 -2.93887 -4.0409 -3.63267 -0.149809 0.133014 0.32164 -0.00563675 0.569527 0.0294828 1.64086 1.5701\n", + " 154 4.750e-02 1.840e+05 5.579e-02 -- 3.434e+02 -- 0.137778 -0.382448 -1.50789 -1.84825 -2.37522 -2.93888 -4.04003 -3.63267 -0.14976 0.133063 0.321476 -0.00560678 0.569529 0.0295374 1.64027 1.57016\n", + " 156 4.239e-02 2.045e+05 5.548e-02 -- 3.435e+02 -- 0.137782 -0.382453 -1.50789 -1.84824 -2.37522 -2.93889 -4.03925 -3.63267 -0.149717 0.13311 0.321328 -0.00558015 0.56953 0.0295871 1.63974 1.57022\n", + " 158 3.778e-02 2.273e+05 5.521e-02 -- 3.435e+02 -- 0.137786 -0.382458 -1.50789 -1.84824 -2.37522 -2.9389 -4.03854 -3.63267 -0.149679 0.133154 0.321193 -0.00555649 0.569531 0.0296321 1.63928 1.57028\n", + " 160 3.366e-02 2.526e+05 5.496e-02 -- 3.436e+02 -- 0.13779 -0.382462 -1.5079 -1.84824 -2.37522 -2.93891 -4.03791 -3.63267 -0.149647 0.133196 0.321071 -0.0055355 0.569532 0.029673 1.63887 1.57033\n", + " 162 2.995e-02 2.807e+05 5.473e-02 -- 3.436e+02 -- 0.137794 -0.382467 -1.5079 -1.84823 -2.37522 -2.93892 -4.03734 -3.63267 -0.149619 0.133236 0.32096 -0.00551686 0.569533 0.0297101 1.63851 1.57037\n", + " 164 2.663e-02 3.119e+05 5.453e-02 -- 3.437e+02 -- 0.137797 -0.382471 -1.5079 -1.84823 -2.37522 -2.93893 -4.03683 -3.63267 -0.149594 0.133273 0.32086 -0.00550034 0.569534 0.0297438 1.63819 1.57041\n", + " 166 2.370e-02 3.467e+05 5.435e-02 -- 3.437e+02 -- 0.137799 -0.382475 -1.5079 -1.84823 -2.37522 -2.93894 -4.03636 -3.63266 -0.149574 0.133308 0.320769 -0.0054857 0.569535 0.0297742 1.6379 1.57045\n", + " 168 2.105e-02 3.852e+05 5.418e-02 -- 3.438e+02 -- 0.137802 -0.382478 -1.5079 -1.84823 -2.37522 -2.93894 -4.03595 -3.63266 -0.149556 0.133341 0.320686 -0.00547269 0.569536 0.0298019 1.63765 1.57048\n", + " 170 1.872e-02 4.281e+05 5.403e-02 -- 3.438e+02 -- 0.137804 -0.382481 -1.5079 -1.84823 -2.37522 -2.93895 -4.03557 -3.63266 -0.14954 0.133373 0.320612 -0.00546117 0.569536 0.0298269 1.63743 1.57051\n", + " 172 1.661e-02 4.757e+05 5.390e-02 -- 3.439e+02 -- 0.137806 -0.382484 -1.5079 -1.84822 -2.37522 -2.93895 -4.03524 -3.63266 -0.149527 0.133402 0.320545 -0.00545095 0.569537 0.0298495 1.63723 1.57054\n", + " 174 1.477e-02 5.286e+05 5.378e-02 -- 3.440e+02 -- 0.137808 -0.382487 -1.5079 -1.84822 -2.37522 -2.93896 -4.03493 -3.63266 -0.149516 0.133429 0.320484 -0.00544189 0.569537 0.02987 1.63705 1.57056\n", + " 176 1.314e-02 5.874e+05 5.367e-02 -- 3.440e+02 -- 0.13781 -0.382489 -1.50791 -1.84822 -2.37522 -2.93896 -4.03466 -3.63266 -0.149506 0.133454 0.320429 -0.00543385 0.569538 0.0298886 1.63689 1.57058\n", + " 178 1.169e-02 6.528e+05 5.357e-02 -- 3.441e+02 -- 0.137812 -0.382492 -1.50791 -1.84822 -2.37522 -2.93897 -4.03442 -3.63266 -0.149498 0.133478 0.320379 -0.00542671 0.569538 0.0299054 1.63675 1.5706\n", + " 180 1.036e-02 7.254e+05 5.348e-02 -- 3.441e+02 -- 0.137813 -0.382494 -1.50791 -1.84822 -2.37522 -2.93897 -4.0342 -3.63266 -0.149491 0.1335 0.320335 -0.00542037 0.569539 0.0299206 1.63663 1.57062\n", + " 182 9.239e-03 8.060e+05 5.340e-02 -- 3.442e+02 -- 0.137814 -0.382496 -1.50791 -1.84822 -2.37522 -2.93897 -4.034 -3.63266 -0.149485 0.133521 0.320294 -0.00541475 0.569539 0.0299343 1.63652 1.57064\n", + " 184 8.217e-03 8.957e+05 5.333e-02 -- 3.442e+02 -- 0.137815 -0.382498 -1.50791 -1.84822 -2.37522 -2.93898 -4.03382 -3.63266 -0.149481 0.13354 0.320258 -0.00540975 0.56954 0.0299467 1.63642 1.57065\n", + " 186 7.314e-03 9.952e+05 5.327e-02 -- 3.443e+02 -- 0.137816 -0.382499 -1.50791 -1.84821 -2.37522 -2.93898 -4.03366 -3.63266 -0.149476 0.133557 0.320225 -0.00540531 0.56954 0.0299579 1.63633 1.57066\n", + " 188 6.496e-03 1.106e+06 5.321e-02 -- 3.443e+02 -- 0.137817 -0.382501 -1.50791 -1.84821 -2.37522 -2.93898 -4.03351 -3.63266 -0.149472 0.133573 0.320195 -0.00540135 0.56954 0.029968 1.63625 1.57068\n", + " 190 5.793e-03 1.229e+06 5.315e-02 -- 3.444e+02 -- 0.137818 -0.382502 -1.50791 -1.84821 -2.37522 -2.93899 -4.03338 -3.63266 -0.14947 0.133589 0.320169 -0.00539784 0.56954 0.0299772 1.63618 1.57069\n", + " 192 5.217e-03 1.365e+06 5.311e-02 -- 3.444e+02 -- 0.137819 -0.382503 -1.50791 -1.84821 -2.37522 -2.93899 -4.03326 -3.63266 -0.149468 0.133603 0.320144 -0.00539472 0.569541 0.0299854 1.63612 1.5707\n", + " 194 4.529e-03 1.517e+06 5.306e-02 -- 3.445e+02 -- 0.13782 -0.382504 -1.50791 -1.84821 -2.37522 -2.93899 -4.03316 -3.63266 -0.149465 0.133615 0.320123 -0.0053919 0.569541 0.0299928 1.63606 1.57071\n", + " 196 4.139e-03 1.686e+06 5.303e-02 -- 3.445e+02 -- 0.13782 -0.382505 -1.50791 -1.84821 -2.37522 -2.93899 -4.03306 -3.63266 -0.149464 0.133627 0.320103 -0.00538946 0.569541 0.0299996 1.63601 1.57071\n", + " 198 3.573e-03 1.873e+06 5.299e-02 -- 3.446e+02 -- 0.137821 -0.382506 -1.50791 -1.84821 -2.37522 -2.93899 -4.03298 -3.63266 -0.149462 0.133636 0.320085 -0.00538723 0.569541 0.0300056 1.63597 1.57072\n", + " 200 3.302e-03 2.081e+06 5.296e-02 -- 3.446e+02 -- 0.137821 -0.382507 -1.50791 -1.84821 -2.37522 -2.93899 -4.0329 -3.63266 -0.14946 0.133646 0.32007 -0.00538531 0.569541 0.0300111 1.63593 1.57073\n", + " 202 2.976e-03 2.313e+06 5.293e-02 -- 3.447e+02 -- 0.137822 -0.382508 -1.50791 -1.84821 -2.37521 -2.93899 -4.03283 -3.63266 -0.149459 0.133656 0.320055 -0.00538353 0.569542 0.0300161 1.63589 1.57073\n", + " 204 2.400e-03 2.570e+06 5.291e-02 -- 3.448e+02 -- 0.137822 -0.382509 -1.50791 -1.84821 -2.37521 -2.939 -4.03277 -3.63266 -0.149457 0.133663 0.320042 -0.00538193 0.569542 0.0300205 1.63586 1.57074\n", + " 206 2.292e-03 2.855e+06 5.288e-02 -- 3.448e+02 -- 0.137823 -0.382509 -1.50791 -1.84821 -2.37521 -2.939 -4.03271 -3.63266 -0.149457 0.13367 0.320031 -0.00538063 0.569542 0.0300245 1.63583 1.57074\n", + " 208 2.150e-03 3.173e+06 5.287e-02 -- 3.449e+02 -- 0.137823 -0.38251 -1.50791 -1.84821 -2.37521 -2.939 -4.03266 -3.63266 -0.149456 0.13368 0.32002 -0.0053794 0.569542 0.0300281 1.6358 1.57075\n", + " 210 1.886e-03 3.525e+06 5.285e-02 -- 3.449e+02 -- 0.137823 -0.38251 -1.50791 -1.84821 -2.37521 -2.939 -4.03262 -3.63266 -0.149456 0.133687 0.320011 -0.00537824 0.569542 0.0300314 1.63578 1.57075\n", + " 212 1.670e-03 3.917e+06 5.283e-02 -- 3.450e+02 -- 0.137823 -0.382511 -1.50791 -1.84821 -2.37521 -2.939 -4.03258 -3.63266 -0.149454 0.133693 0.320002 -0.00537723 0.569542 0.0300343 1.63576 1.57075\n", + " 214 1.507e-03 4.352e+06 5.281e-02 -- 3.450e+02 -- 0.137824 -0.382511 -1.50791 -1.84821 -2.37521 -2.939 -4.03254 -3.63266 -0.149455 0.133696 0.319995 -0.00537633 0.569542 0.030037 1.63574 1.57076\n", + " 216 1.104e-03 4.836e+06 5.280e-02 -- 3.451e+02 -- 0.137824 -0.382512 -1.50791 -1.84821 -2.37521 -2.939 -4.03251 -3.63266 -0.149453 0.133698 0.319988 -0.00537552 0.569542 0.0300394 1.63572 1.57076\n", + " 218 1.248e-03 5.374e+06 5.279e-02 -- 3.451e+02 -- 0.137824 -0.382512 -1.50791 -1.84821 -2.37521 -2.939 -4.03247 -3.63266 -0.14945 0.133705 0.319982 -0.00537493 0.569542 0.0300416 1.63571 1.57076\n", + " 220 9.861e-04 5.971e+06 5.278e-02 -- 3.452e+02 -- 0.137824 -0.382512 -1.50791 -1.84821 -2.37521 -2.939 -4.03245 -3.63266 -0.14945 0.13371 0.319976 -0.00537426 0.569542 0.0300435 1.6357 1.57077\n", + " 222 1.025e-03 6.634e+06 5.277e-02 -- 3.452e+02 -- 0.137824 -0.382513 -1.50791 -1.84821 -2.37521 -2.939 -4.03242 -3.63266 -0.149451 0.133714 0.319971 -0.00537373 0.569542 0.0300453 1.63568 1.57077\n", + " 224 7.583e-04 7.371e+06 5.276e-02 -- 3.453e+02 -- 0.137825 -0.382513 -1.50791 -1.84821 -2.37521 -2.939 -4.0324 -3.63266 -0.14945 0.133716 0.319966 -0.00537318 0.569542 0.0300468 1.63567 1.57077\n", + " 226 6.529e-04 8.190e+06 5.275e-02 -- 3.453e+02 -- 0.137825 -0.382513 -1.50791 -1.84821 -2.37521 -2.939 -4.03238 -3.63266 -0.149445 0.133722 0.319962 -0.00537277 0.569542 0.0300482 1.63566 1.57077\n", + " 228 8.712e-04 9.101e+06 5.274e-02 -- 3.454e+02 -- 0.137825 -0.382513 -1.50791 -1.84821 -2.37521 -2.939 -4.03236 -3.63266 -0.14945 0.133724 0.319959 -0.00537242 0.569543 0.0300495 1.63566 1.57077\n", + " 230 7.297e-04 1.011e+07 5.274e-02 -- 3.454e+02 -- 0.137825 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03235 -3.63266 -0.149455 0.133729 0.319955 -0.00537195 0.569543 0.0300506 1.63565 1.57077\n", + " 232 7.713e-04 1.124e+07 5.273e-02 -- 3.455e+02 -- 0.137825 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03233 -3.63266 -0.149461 0.133726 0.319952 -0.00537156 0.569543 0.0300516 1.63564 1.57077\n", + " 234 1.232e-03 1.248e+07 5.273e-02 -- 3.455e+02 -- 0.137825 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03232 -3.63266 -0.14946 0.133736 0.319949 -0.00537133 0.569543 0.0300525 1.63563 1.57078\n", + " 236 8.332e-04 1.387e+07 5.272e-02 -- 3.456e+02 -- 0.137825 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03231 -3.63266 -0.149466 0.133721 0.319947 -0.00537067 0.569543 0.0300532 1.63562 1.57078\n", + " 238 1.904e-03 1.541e+07 5.271e-02 -- 3.456e+02 -- 0.137825 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.0323 -3.63266 -0.149478 0.133724 0.319945 -0.00537055 0.569543 0.0300541 1.63562 1.57078\n", + " 240 1.685e-03 1.712e+07 5.271e-02 -- 3.457e+02 -- 0.137825 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03229 -3.63266 -0.149472 0.13372 0.319943 -0.00536953 0.569543 0.0300545 1.63561 1.57078\n", + " 242 2.904e-03 1.903e+07 5.268e-02 -- 3.458e+02 -- 0.137825 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03228 -3.63266 -0.149485 0.133743 0.319941 -0.00537003 0.569543 0.0300553 1.63561 1.57078\n", + " 244 2.822e-03 2.113e+07 5.268e-02 -- 3.458e+02 -- 0.137826 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03227 -3.63266 -0.149462 0.133738 0.319939 -0.00536847 0.569543 0.0300552 1.63559 1.57078\n", + " 246 3.296e-03 2.349e+07 5.271e-02 -- 3.459e+02 -- 0.137826 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03227 -3.63266 -0.149478 0.133747 0.319938 -0.00536999 0.569543 0.0300566 1.63561 1.57078\n", + " 248 8.922e-04 2.610e+07 5.276e-02 -- 3.459e+02 -- 0.137826 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03226 -3.63266 -0.149469 0.133756 0.319936 -0.00536822 0.569543 0.0300563 1.63559 1.57078\n", + " 250 1.022e-03 2.900e+07 5.270e-02 -- 3.460e+02 -- 0.137826 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03226 -3.63266 -0.149478 0.133751 0.319935 -0.0053687 0.569543 0.0300571 1.63559 1.57078\n", + " 252 1.275e-03 3.223e+07 5.272e-02 -- 3.460e+02 -- 0.137826 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03225 -3.63266 -0.149493 0.133745 0.319934 -0.00536846 0.569543 0.0300572 1.63559 1.57078\n", + " 254 2.477e-03 3.581e+07 5.270e-02 -- 3.461e+02 -- 0.137826 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03225 -3.63266 -0.149483 0.133762 0.319933 -0.00536868 0.569543 0.0300576 1.63558 1.57078\n", + " 256 2.786e-03 3.976e+07 5.253e-02 -- 3.461e+02 -- 0.137826 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03224 -3.63266 -0.149446 0.133745 0.319932 -0.00536896 0.569543 0.0300578 1.63558 1.57078\n", + " 258 2.532e-03 4.421e+07 5.284e-02 -- 3.462e+02 -- 0.137827 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03224 -3.63266 -0.149451 0.133732 0.319933 -0.00537046 0.569543 0.0300589 1.6356 1.57078\n", + " 260 5.032e-03 4.907e+07 5.240e-02 -- 3.462e+02 -- 0.137827 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03223 -3.63266 -0.149413 0.133704 0.319932 -0.00536945 0.569543 0.0300589 1.63559 1.57078\n", + " 262 3.782e-03 5.456e+07 5.281e-02 -- 3.463e+02 -- 0.137827 -0.382514 -1.50791 -1.84821 -2.37521 -2.939 -4.03223 -3.63266 -0.149414 0.133736 0.319934 -0.00537215 0.569543 0.0300602 1.63561 1.57078\n", + " 264 4.099e-03 6.056e+07 5.240e-02 -- 3.463e+02 -- 0.137827 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03223 -3.63266 -0.149357 0.133751 0.319931 -0.00537099 0.569543 0.0300595 1.63559 1.57078\n", + " 266 3.335e-03 6.736e+07 5.298e-02 -- 3.464e+02 -- 0.137827 -0.382514 -1.50791 -1.8482 -2.37521 -2.939 -4.03222 -3.63266 -0.14935 0.133787 0.319931 -0.00537319 0.569543 0.030061 1.63561 1.57079\n", + " 268 2.128e-03 7.485e+07 5.274e-02 -- 3.464e+02 -- 0.137827 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03222 -3.63266 -0.149373 0.133832 0.319929 -0.00537226 0.569543 0.0300605 1.6356 1.57079\n", + " 270 4.362e-03 8.314e+07 5.273e-02 -- 3.465e+02 -- 0.137827 -0.382516 -1.50791 -1.84821 -2.37521 -2.939 -4.03222 -3.63266 -0.149357 0.133842 0.319928 -0.00537111 0.569543 0.0300599 1.63558 1.57078\n", + " 272 7.401e-03 9.241e+07 5.281e-02 -- 3.465e+02 -- 0.137827 -0.382515 -1.50791 -1.84821 -2.37521 -2.939 -4.03222 -3.63266 -0.149297 0.133867 0.319929 -0.00537346 0.569543 0.0300607 1.6356 1.57079\n", + " 273 2.449e-01 9.778e+11 3.957e+01 -- 3.070e+02 -- 0.137829 -0.382514 -1.50792 -1.8482 -2.37521 -2.93901 -4.03219 -3.63266 -0.149811 0.134858 0.319919 -0.00539408 0.569543 0.0300672 1.63566 1.57079\n", + " 275 2.085e-01 1.216e+12 5.713e+01 -- 2.498e+02 -- 0.137838 -0.382547 -1.50791 -1.84822 -2.37521 -2.93901 -4.03229 -3.63267 -0.146142 0.136356 0.319715 -0.00536682 0.569539 0.0300298 1.63519 1.57077\n", + " 278 1.768e-01 1.553e+11 6.527e+01 -- 3.151e+02 -- 0.13783 -0.382542 -1.50791 -1.84822 -2.37521 -2.93901 -4.03228 -3.63266 -0.146083 0.136071 0.319727 -0.00537179 0.56954 0.0300328 1.63531 1.57077\n", + " 280 1.401e-01 2.293e+10 2.877e+01 -- 3.439e+02 -- 0.13781 -0.382487 -1.50792 -1.8482 -2.37521 -2.93902 -4.03218 -3.63266 -0.147503 0.133665 0.319814 -0.00542418 0.569545 0.0300764 1.63632 1.57081\n", + " 282 3.005e-01 1.584e+12 6.015e+01 -- 2.837e+02 -- 0.137818 -0.38251 -1.50792 -1.84821 -2.37521 -2.93902 -4.03219 -3.63266 -0.149569 0.134696 0.319799 -0.00539672 0.56954 0.0300658 1.63602 1.5708\n", + " 285 6.887e-01 3.338e+12 5.965e+01 -- 2.241e+02 -- 0.137808 -0.382511 -1.50792 -1.84821 -2.37521 -2.93901 -4.03218 -3.63266 -0.149948 0.13503 0.319788 -0.0053805 0.569539 0.0300609 1.63597 1.5708\n", + " 286 2.694e+01 1.474e+08 6.253e+01 -- 2.866e+02 -- 0.13812 -0.382806 -1.50771 -1.84841 -2.37523 -2.93893 -4.03632 -3.63262 -0.0891567 0.0420396 0.319568 -0.00184545 0.56953 0.029434 1.62857 1.57017\n", + " 289 1.835e+01 2.710e+07 3.352e+01 -- 3.201e+02 -- 0.137998 -0.382649 -1.50775 -1.84833 -2.37522 -2.93901 -4.03602 -3.63259 -0.0918629 0.0445307 0.319829 -0.00234263 0.56956 0.0297005 1.63399 1.57042\n", + " 291 1.677e+00 4.770e+04 1.799e+01 -- 3.381e+02 -- 0.13705 -0.381771 -1.50801 -1.84766 -2.3752 -2.93967 -4.03323 -3.63229 -0.113651 0.0634674 0.321859 -0.00664201 0.569811 0.0320009 1.68021 1.57254\n", + " 293 8.980e-01 2.894e+05 2.261e+00 -- 3.404e+02 -- 0.137302 -0.381985 -1.50798 -1.84785 -2.37521 -2.93948 -4.03313 -3.63237 -0.110751 0.0693232 0.32106 -0.00552825 0.569729 0.0313773 1.66678 1.57201\n", + " 295 7.368e-01 3.177e+05 9.101e-01 -- 3.413e+02 -- 0.137338 -0.382099 -1.50797 -1.84786 -2.37521 -2.93948 -4.03253 -3.63238 -0.112228 0.0755485 0.320805 -0.00556173 0.569719 0.0313963 1.66607 1.57205\n", + " 297 5.900e-01 3.573e+05 6.175e-01 -- 3.419e+02 -- 0.137345 -0.382178 -1.50797 -1.84784 -2.37521 -2.93949 -4.03194 -3.63237 -0.114034 0.0811151 0.320645 -0.00570323 0.56972 0.0314796 1.66672 1.57213\n", + " 299 4.790e-01 3.999e+05 4.486e-01 -- 3.424e+02 -- 0.137357 -0.382242 -1.50797 -1.84783 -2.37521 -2.9395 -4.03146 -3.63237 -0.11548 0.0859006 0.320493 -0.00578771 0.569719 0.0315348 1.66691 1.57219\n", + " 301 3.950e-01 4.458e+05 3.396e-01 -- 3.427e+02 -- 0.137372 -0.382298 -1.50797 -1.84783 -2.37521 -2.93951 -4.03105 -3.63237 -0.116614 0.0900153 0.320346 -0.00582755 0.569717 0.0315672 1.66675 1.57223\n", + " 303 3.299e-01 4.961e+05 2.661e-01 -- 3.430e+02 -- 0.137388 -0.382345 -1.50797 -1.84783 -2.37521 -2.93951 -4.03071 -3.63237 -0.117524 0.0935712 0.320206 -0.00584073 0.569714 0.0315858 1.6664 1.57225\n", + " 305 2.783e-01 5.518e+05 2.149e-01 -- 3.432e+02 -- 0.137405 -0.382386 -1.50797 -1.84783 -2.37521 -2.93951 -4.03042 -3.63237 -0.118268 0.0966579 0.320075 -0.00583822 0.569712 0.0315961 1.66596 1.57227\n", + " 307 2.366e-01 6.135e+05 1.782e-01 -- 3.434e+02 -- 0.137421 -0.382421 -1.50797 -1.84783 -2.37521 -2.93951 -4.03017 -3.63237 -0.118886 0.0993476 0.319954 -0.00582657 0.569709 0.0316013 1.66548 1.57227\n", + " 309 2.026e-01 6.820e+05 1.512e-01 -- 3.435e+02 -- 0.137436 -0.382452 -1.50797 -1.84784 -2.37521 -2.93951 -4.02995 -3.63238 -0.119407 0.101698 0.319843 -0.00580983 0.569707 0.0316033 1.665 1.57228\n", + " 311 1.745e-01 7.581e+05 1.310e-01 -- 3.436e+02 -- 0.137449 -0.382478 -1.50797 -1.84784 -2.37521 -2.9395 -4.02976 -3.63238 -0.11985 0.103759 0.319742 -0.00579053 0.569705 0.0316034 1.66454 1.57228\n", + " 313 1.511e-01 8.426e+05 1.157e-01 -- 3.438e+02 -- 0.137462 -0.382502 -1.50797 -1.84784 -2.37521 -2.9395 -4.02959 -3.63238 -0.120231 0.10557 0.319649 -0.00577023 0.569703 0.0316024 1.6641 1.57228\n", + " 315 1.314e-01 9.364e+05 1.039e-01 -- 3.439e+02 -- 0.137474 -0.382522 -1.50797 -1.84785 -2.37521 -2.9395 -4.02944 -3.63238 -0.120561 0.107165 0.319566 -0.00574994 0.569701 0.0316007 1.66369 1.57228\n", + " 317 1.146e-01 1.041e+06 9.470e-02 -- 3.440e+02 -- 0.137484 -0.38254 -1.50797 -1.84785 -2.37521 -2.9395 -4.0293 -3.63238 -0.120849 0.108572 0.31949 -0.00573024 0.569699 0.0315987 1.66331 1.57228\n", + " 319 1.002e-01 1.157e+06 8.741e-02 -- 3.440e+02 -- 0.137494 -0.382556 -1.50797 -1.84785 -2.37521 -2.9395 -4.02918 -3.63238 -0.121102 0.109816 0.319421 -0.00571149 0.569698 0.0315965 1.66296 1.57228\n", + " 321 8.813e-02 1.285e+06 8.158e-02 -- 3.441e+02 -- 0.137503 -0.382571 -1.50797 -1.84786 -2.37521 -2.9395 -4.02907 -3.63239 -0.121323 0.110917 0.319359 -0.0056939 0.569696 0.0315944 1.66265 1.57228\n", + " 323 7.747e-02 1.428e+06 7.694e-02 -- 3.442e+02 -- 0.13751 -0.382583 -1.50797 -1.84786 -2.37521 -2.9395 -4.02898 -3.63239 -0.12152 0.111894 0.319303 -0.00567758 0.569695 0.0315923 1.66236 1.57228\n", + " 325 6.841e-02 1.587e+06 7.313e-02 -- 3.443e+02 -- 0.137518 -0.382594 -1.50797 -1.84786 -2.37521 -2.93949 -4.02889 -3.63239 -0.121694 0.112761 0.319252 -0.00566248 0.569694 0.0315904 1.6621 1.57228\n", + " 327 6.037e-02 1.764e+06 7.004e-02 -- 3.443e+02 -- 0.137524 -0.382604 -1.50797 -1.84786 -2.37521 -2.93949 -4.02881 -3.63239 -0.121849 0.113533 0.319207 -0.00564862 0.569693 0.0315885 1.66187 1.57228\n", + " 329 5.354e-02 1.960e+06 6.747e-02 -- 3.444e+02 -- 0.13753 -0.382613 -1.50797 -1.84786 -2.37521 -2.93949 -4.02875 -3.63239 -0.121987 0.114218 0.319166 -0.00563591 0.569692 0.0315868 1.66165 1.57228\n", + " 331 4.752e-02 2.178e+06 6.536e-02 -- 3.445e+02 -- 0.137535 -0.382621 -1.50797 -1.84787 -2.37521 -2.93949 -4.02868 -3.63239 -0.12211 0.114829 0.319129 -0.00562439 0.569691 0.0315853 1.66146 1.57228\n", + " 333 4.222e-02 2.420e+06 6.360e-02 -- 3.445e+02 -- 0.13754 -0.382628 -1.50797 -1.84787 -2.37521 -2.93949 -4.02863 -3.63239 -0.122219 0.115375 0.319095 -0.00561382 0.56969 0.0315839 1.66129 1.57228\n", + " 335 3.769e-02 2.689e+06 6.211e-02 -- 3.446e+02 -- 0.137544 -0.382634 -1.50797 -1.84787 -2.37521 -2.93949 -4.02858 -3.63239 -0.122317 0.115862 0.319065 -0.00560428 0.56969 0.0315826 1.66113 1.57228\n", + " 337 3.311e-02 2.989e+06 6.088e-02 -- 3.447e+02 -- 0.137547 -0.38264 -1.50797 -1.84787 -2.37521 -2.93949 -4.02853 -3.63239 -0.122404 0.116299 0.319038 -0.00559562 0.569689 0.0315815 1.66099 1.57228\n", + " 339 2.982e-02 3.321e+06 5.975e-02 -- 3.447e+02 -- 0.137551 -0.382645 -1.50797 -1.84787 -2.37521 -2.93949 -4.02849 -3.63239 -0.122484 0.116684 0.319014 -0.00558779 0.569689 0.0315804 1.66087 1.57228\n", + " 341 2.639e-02 3.690e+06 5.889e-02 -- 3.448e+02 -- 0.137554 -0.382649 -1.50797 -1.84787 -2.37521 -2.93949 -4.02845 -3.63239 -0.122555 0.117032 0.318992 -0.00558071 0.569688 0.0315795 1.66076 1.57228\n", + " 343 2.409e-02 4.100e+06 5.809e-02 -- 3.448e+02 -- 0.137557 -0.382653 -1.50797 -1.84787 -2.37521 -2.93949 -4.02842 -3.63239 -0.122619 0.117341 0.318972 -0.00557437 0.569688 0.0315786 1.66065 1.57228\n", + " 345 2.129e-02 4.556e+06 5.751e-02 -- 3.449e+02 -- 0.137559 -0.382657 -1.50797 -1.84787 -2.37521 -2.93949 -4.02839 -3.63239 -0.122676 0.117624 0.318955 -0.00556861 0.569687 0.0315779 1.66056 1.57227\n", + " 347 1.889e-02 5.062e+06 5.690e-02 -- 3.450e+02 -- 0.137561 -0.38266 -1.50797 -1.84787 -2.37521 -2.93949 -4.02837 -3.6324 -0.12273 0.117874 0.318939 -0.0055633 0.569687 0.0315772 1.66048 1.57227\n", + " 349 1.666e-02 5.625e+06 5.637e-02 -- 3.450e+02 -- 0.137563 -0.382663 -1.50797 -1.84788 -2.37521 -2.93949 -4.02834 -3.6324 -0.122775 0.118097 0.318924 -0.00555856 0.569687 0.0315765 1.6604 1.57227\n", + " 351 1.548e-02 6.250e+06 5.589e-02 -- 3.451e+02 -- 0.137565 -0.382666 -1.50797 -1.84788 -2.37521 -2.93949 -4.02832 -3.6324 -0.122815 0.118293 0.318911 -0.00555438 0.569686 0.031576 1.66034 1.57227\n", + " 353 1.367e-02 6.945e+06 5.559e-02 -- 3.451e+02 -- 0.137567 -0.382668 -1.50797 -1.84788 -2.37521 -2.93949 -4.0283 -3.6324 -0.122851 0.118477 0.3189 -0.00555074 0.569686 0.0315756 1.66028 1.57227\n", + " 355 1.218e-02 7.717e+06 5.527e-02 -- 3.452e+02 -- 0.137568 -0.38267 -1.50797 -1.84788 -2.37521 -2.93949 -4.02828 -3.6324 -0.122888 0.118639 0.318889 -0.00554714 0.569686 0.0315751 1.66022 1.57227\n", + " 357 1.125e-02 8.574e+06 5.496e-02 -- 3.452e+02 -- 0.13757 -0.382672 -1.50797 -1.84788 -2.37521 -2.93949 -4.02827 -3.6324 -0.122919 0.118783 0.31888 -0.00554391 0.569686 0.0315747 1.66017 1.57227\n", + " 359 9.239e-03 9.527e+06 5.475e-02 -- 3.453e+02 -- 0.137571 -0.382674 -1.50797 -1.84788 -2.37521 -2.93949 -4.02825 -3.6324 -0.122951 0.118917 0.318871 -0.00554137 0.569686 0.0315743 1.66013 1.57227\n", + " 361 8.671e-03 1.059e+07 5.442e-02 -- 3.453e+02 -- 0.137572 -0.382675 -1.50797 -1.84788 -2.37521 -2.93949 -4.02824 -3.6324 -0.122974 0.119027 0.318864 -0.00553843 0.569685 0.0315738 1.66009 1.57227\n", + " 363 7.118e-03 1.176e+07 5.421e-02 -- 3.454e+02 -- 0.137573 -0.382677 -1.50797 -1.84788 -2.37521 -2.93949 -4.02823 -3.6324 -0.122989 0.11913 0.318857 -0.00553662 0.569685 0.0315737 1.66005 1.57227\n", + " 365 6.502e-03 1.307e+07 5.400e-02 -- 3.454e+02 -- 0.137574 -0.382678 -1.50797 -1.84788 -2.37521 -2.93948 -4.02822 -3.6324 -0.123017 0.119215 0.318851 -0.0055347 0.569685 0.0315735 1.66002 1.57227\n", + " 367 5.241e-03 1.452e+07 5.386e-02 -- 3.455e+02 -- 0.137574 -0.382679 -1.50797 -1.84788 -2.37521 -2.93948 -4.02821 -3.6324 -0.123025 0.119292 0.318845 -0.00553265 0.569685 0.0315732 1.65999 1.57227\n", + " 369 4.797e-03 1.614e+07 5.362e-02 -- 3.456e+02 -- 0.137575 -0.382679 -1.50797 -1.84788 -2.37521 -2.93948 -4.0282 -3.6324 -0.123045 0.119355 0.318841 -0.00553154 0.569685 0.0315732 1.65997 1.57227\n", + " 371 4.242e-03 1.793e+07 5.357e-02 -- 3.456e+02 -- 0.137575 -0.38268 -1.50797 -1.84788 -2.37521 -2.93948 -4.0282 -3.6324 -0.123059 0.119412 0.318836 -0.00553001 0.569685 0.031573 1.65995 1.57227\n", + " 373 5.841e-03 1.992e+07 5.347e-02 -- 3.457e+02 -- 0.137576 -0.382681 -1.50797 -1.84788 -2.37521 -2.93948 -4.02819 -3.6324 -0.123078 0.119463 0.318832 -0.00552879 0.569685 0.0315729 1.65993 1.57227\n", + " 375 3.219e-03 2.213e+07 5.366e-02 -- 3.457e+02 -- 0.137577 -0.382682 -1.50797 -1.84788 -2.37521 -2.93948 -4.02818 -3.6324 -0.123089 0.119532 0.318828 -0.00552759 0.569685 0.0315728 1.65991 1.57227\n", + " 377 2.633e-03 2.459e+07 5.334e-02 -- 3.458e+02 -- 0.137577 -0.382683 -1.50797 -1.84788 -2.37521 -2.93948 -4.02818 -3.6324 -0.123107 0.119571 0.318825 -0.00552604 0.569685 0.0315725 1.65989 1.57227\n", + " 379 4.116e-03 2.733e+07 5.319e-02 -- 3.458e+02 -- 0.137578 -0.382683 -1.50797 -1.84788 -2.37521 -2.93948 -4.02817 -3.6324 -0.12312 0.119602 0.318822 -0.00552505 0.569685 0.0315725 1.65988 1.57227\n", + " 380 5.533e+01 8.512e+13 3.580e+01 -- 3.100e+02 -- 0.13758 -0.382687 -1.50797 -1.84788 -2.37521 -2.93948 -4.02813 -3.6324 -0.123171 0.120095 0.318799 -0.0055189 0.569684 0.0315729 1.65977 1.57227\n", + " 382 7.194e+00 3.296e+06 1.119e+02 -- 1.981e+02 -- 0.136564 -0.384498 -1.50899 -1.84727 -2.37514 -2.93869 -4.00752 -3.63339 -0.76763 0.784575 0.315418 -0.0211879 0.568207 0.0342865 1.65043 1.57386\n", + " 385 6.393e+00 7.364e+05 4.355e+01 -- 2.417e+02 -- 0.134399 -0.385404 -1.5086 -1.84755 -2.37516 -2.93833 -4.01279 -3.63358 -0.756411 0.778329 0.313579 -0.0196636 0.5681 0.0330514 1.62964 1.57277\n", + " 387 6.586e+00 2.759e+05 6.486e+01 -- 3.066e+02 -- 0.116998 -0.394901 -1.50618 -1.84965 -2.37527 -2.93545 -4.04221 -3.6351 -0.661407 0.711541 0.301895 -0.00709193 0.567185 0.023737 1.46306 1.56458\n", + " 389 8.793e-01 6.706e+03 1.268e+01 -- 3.192e+02 -- 0.115989 -0.400915 -1.50697 -1.8488 -2.37519 -2.93697 -4.03138 -3.63433 -0.618922 0.64982 0.305913 -0.0117627 0.567838 0.0280683 1.55938 1.56838\n", + " 391 8.721e-01 1.576e+04 4.935e+00 -- 3.242e+02 -- 0.112264 -0.405631 -1.5073 -1.84862 -2.37517 -2.93742 -4.02343 -3.63415 -0.565235 0.59268 0.305403 -0.0120062 0.568 0.0294253 1.57977 1.56959\n", + " 393 8.609e-01 2.268e+04 2.879e+00 -- 3.271e+02 -- 0.110008 -0.408683 -1.50757 -1.84848 -2.37515 -2.93776 -4.01681 -3.63402 -0.51694 0.540991 0.304308 -0.0120189 0.568108 0.0304757 1.59266 1.57052\n", + " 395 8.448e-01 2.811e+04 1.940e+00 -- 3.290e+02 -- 0.108886 -0.410427 -1.50779 -1.8484 -2.37513 -2.938 -4.01122 -3.63393 -0.473875 0.494416 0.302852 -0.011813 0.568178 0.0312724 1.60029 1.57123\n", + " 397 8.241e-01 3.293e+04 1.442e+00 -- 3.304e+02 -- 0.108628 -0.411163 -1.50798 -1.84834 -2.37512 -2.93818 -4.00644 -3.63387 -0.435812 0.452647 0.30122 -0.0114726 0.568224 0.0318892 1.60467 1.57177\n", + " 399 7.993e-01 3.764e+04 1.149e+00 -- 3.316e+02 -- 0.108995 -0.411144 -1.50813 -1.84831 -2.37512 -2.93832 -4.00231 -3.63383 -0.402379 0.415346 0.299533 -0.0110612 0.568256 0.0323797 1.60708 1.5722\n", + " 401 7.711e-01 4.253e+04 9.635e-01 -- 3.325e+02 -- 0.109791 -0.410578 -1.50827 -1.84829 -2.37511 -2.93843 -3.99871 -3.6338 -0.37314 0.382148 0.297866 -0.01062 0.568277 0.0327796 1.60828 1.57255\n", + " 403 7.403e-01 4.778e+04 8.370e-01 -- 3.334e+02 -- 0.110862 -0.409634 -1.50838 -1.84828 -2.3751 -2.93852 -3.99556 -3.63378 -0.347639 0.35268 0.296263 -0.0101744 0.568292 0.0331127 1.60875 1.57284\n", + " 405 7.072e-01 5.351e+04 7.456e-01 -- 3.341e+02 -- 0.11209 -0.408441 -1.50848 -1.84827 -2.3751 -2.93859 -3.9928 -3.63377 -0.325436 0.326572 0.29475 -0.00973915 0.568303 0.0333948 1.60877 1.57308\n", + " 407 6.726e-01 5.984e+04 6.759e-01 -- 3.348e+02 -- 0.11339 -0.407097 -1.50857 -1.84826 -2.3751 -2.93866 -3.99036 -3.63375 -0.306122 0.303476 0.29334 -0.00932269 0.568311 0.0336367 1.60852 1.57328\n", + " 409 6.368e-01 6.686e+04 6.201e-01 -- 3.354e+02 -- 0.114702 -0.405678 -1.50865 -1.84826 -2.37509 -2.93871 -3.98821 -3.63374 -0.289327 0.283064 0.292038 -0.00892928 0.568317 0.033846 1.60811 1.57346\n", + " 411 6.003e-01 7.469e+04 5.735e-01 -- 3.360e+02 -- 0.115982 -0.404238 -1.50873 -1.84826 -2.37509 -2.93876 -3.98632 -3.63374 -0.274719 0.265039 0.290845 -0.00856069 0.568322 0.0340282 1.60761 1.57361\n", + " 413 5.635e-01 8.343e+04 5.332e-01 -- 3.365e+02 -- 0.117205 -0.402814 -1.50879 -1.84826 -2.37509 -2.9388 -3.98465 -3.63373 -0.262009 0.249128 0.289757 -0.0082171 0.568325 0.0341871 1.60706 1.57375\n", + " 415 5.268e-01 9.320e+04 4.976e-01 -- 3.370e+02 -- 0.118353 -0.401435 -1.50885 -1.84826 -2.37509 -2.93884 -3.98317 -3.63373 -0.25094 0.235089 0.288769 -0.00789773 0.568328 0.034326 1.60648 1.57386\n", + " 417 4.906e-01 1.041e+05 4.652e-01 -- 3.375e+02 -- 0.119416 -0.400117 -1.5089 -1.84826 -2.37508 -2.93887 -3.98187 -3.63372 -0.241292 0.222703 0.287874 -0.00760125 0.56833 0.0344471 1.60589 1.57396\n", + " 419 4.551e-01 1.164e+05 4.356e-01 -- 3.379e+02 -- 0.120392 -0.398872 -1.50895 -1.84826 -2.37508 -2.93889 -3.98073 -3.63372 -0.23287 0.211778 0.287065 -0.00732599 0.568331 0.0345524 1.6053 1.57405\n", + " 421 4.207e-01 1.301e+05 4.080e-01 -- 3.383e+02 -- 0.12128 -0.397707 -1.50899 -1.84826 -2.37508 -2.93892 -3.97972 -3.63372 -0.225507 0.202139 0.286336 -0.00707017 0.568332 0.0346434 1.6047 1.57413\n", + " 423 3.877e-01 1.454e+05 3.822e-01 -- 3.387e+02 -- 0.122083 -0.396622 -1.50902 -1.84826 -2.37508 -2.93894 -3.97883 -3.63372 -0.219056 0.193634 0.285679 -0.00683198 0.568332 0.0347216 1.6041 1.57419\n", + " 425 3.562e-01 1.626e+05 3.580e-01 -- 3.391e+02 -- 0.122806 -0.39562 -1.50906 -1.84827 -2.37508 -2.93895 -3.97805 -3.63372 -0.213392 0.186128 0.285086 -0.0066097 0.568332 0.034788 1.60349 1.57425\n", + " 427 3.264e-01 1.818e+05 3.352e-01 -- 3.394e+02 -- 0.123454 -0.394697 -1.50909 -1.84827 -2.37508 -2.93897 -3.97737 -3.63372 -0.208405 0.179498 0.284553 -0.00640172 0.568331 0.0348437 1.60289 1.57429\n", + " 429 2.984e-01 2.032e+05 3.137e-01 -- 3.397e+02 -- 0.124033 -0.39385 -1.50911 -1.84827 -2.37508 -2.93898 -3.97677 -3.63372 -0.204002 0.173639 0.284072 -0.0062066 0.56833 0.0348898 1.60227 1.57433\n", + " 431 2.872e-01 2.272e+05 2.934e-01 -- 3.400e+02 -- 0.124549 -0.393077 -1.50913 -1.84828 -2.37508 -2.93899 -3.97624 -3.63372 -0.200103 0.168457 0.283638 -0.00602309 0.568329 0.034927 1.60166 1.57436\n", + " 433 2.792e-01 2.540e+05 2.744e-01 -- 3.403e+02 -- 0.125009 -0.392371 -1.50915 -1.84828 -2.37508 -2.939 -3.97578 -3.63372 -0.196637 0.163868 0.283246 -0.00585012 0.568328 0.0349564 1.60104 1.57439\n", + " 435 2.715e-01 2.839e+05 2.565e-01 -- 3.406e+02 -- 0.125417 -0.39173 -1.50917 -1.84828 -2.37508 -2.939 -3.97538 -3.63372 -0.193545 0.159801 0.282892 -0.00568681 0.568326 0.0349787 1.60041 1.57441\n", + " 437 2.639e-01 3.173e+05 2.396e-01 -- 3.408e+02 -- 0.12578 -0.391148 -1.50919 -1.84829 -2.37508 -2.939 -3.97503 -3.63373 -0.190778 0.156191 0.282571 -0.00553244 0.568324 0.0349948 1.59979 1.57442\n", + " 439 2.564e-01 3.545e+05 2.239e-01 -- 3.410e+02 -- 0.126102 -0.390621 -1.5092 -1.84829 -2.37508 -2.93901 -3.97472 -3.63373 -0.188292 0.152983 0.282281 -0.00538642 0.568322 0.0350054 1.59916 1.57443\n", + " 441 2.488e-01 3.960e+05 2.092e-01 -- 3.412e+02 -- 0.126388 -0.390144 -1.50921 -1.8483 -2.37508 -2.93901 -3.97446 -3.63373 -0.186054 0.150128 0.282017 -0.00524832 0.56832 0.0350114 1.59854 1.57443\n", + " 443 2.409e-01 4.422e+05 1.954e-01 -- 3.414e+02 -- 0.126643 -0.389713 -1.50922 -1.84831 -2.37508 -2.93901 -3.97422 -3.63373 -0.18403 0.147582 0.281778 -0.00511776 0.568317 0.0350133 1.59793 1.57443\n", + " 445 2.327e-01 4.937e+05 1.827e-01 -- 3.416e+02 -- 0.126869 -0.389324 -1.50923 -1.84831 -2.37508 -2.93901 -3.97402 -3.63374 -0.182195 0.14531 0.281562 -0.00499447 0.568315 0.0350119 1.59733 1.57443\n", + " 447 2.243e-01 5.511e+05 1.709e-01 -- 3.418e+02 -- 0.12707 -0.388974 -1.50923 -1.84832 -2.37508 -2.93901 -3.97384 -3.63374 -0.18053 0.143277 0.281365 -0.00487824 0.568313 0.0350078 1.59674 1.57443\n", + " 449 2.155e-01 6.150e+05 1.600e-01 -- 3.419e+02 -- 0.127249 -0.388658 -1.50924 -1.84833 -2.37508 -2.939 -3.97369 -3.63374 -0.179014 0.141458 0.281186 -0.00476884 0.56831 0.0350015 1.59617 1.57442\n", + " 451 2.064e-01 6.861e+05 1.499e-01 -- 3.421e+02 -- 0.127409 -0.388373 -1.50924 -1.84833 -2.37508 -2.939 -3.97356 -3.63375 -0.177636 0.139827 0.281023 -0.00466608 0.568308 0.0349935 1.59562 1.57441\n", + " 453 1.969e-01 7.653e+05 1.407e-01 -- 3.422e+02 -- 0.127551 -0.388118 -1.50925 -1.84834 -2.37508 -2.939 -3.97344 -3.63375 -0.176375 0.138362 0.280875 -0.00456977 0.568305 0.0349843 1.59509 1.5744\n", + " 455 1.874e-01 8.534e+05 1.322e-01 -- 3.424e+02 -- 0.127678 -0.387888 -1.50925 -1.84835 -2.37508 -2.939 -3.97334 -3.63375 -0.175226 0.137048 0.280741 -0.00447979 0.568303 0.0349741 1.59459 1.57439\n", + " 457 1.775e-01 9.514e+05 1.245e-01 -- 3.425e+02 -- 0.127792 -0.387681 -1.50925 -1.84835 -2.37508 -2.93899 -3.97325 -3.63376 -0.174176 0.135866 0.28062 -0.00439585 0.568301 0.0349634 1.59411 1.57438\n", + " 459 1.678e-01 1.060e+06 1.174e-01 -- 3.426e+02 -- 0.127894 -0.387495 -1.50926 -1.84836 -2.37508 -2.93899 -3.97317 -3.63376 -0.17322 0.134805 0.280509 -0.0043178 0.568299 0.0349524 1.59365 1.57437\n", + " 461 1.581e-01 1.182e+06 1.110e-01 -- 3.427e+02 -- 0.127985 -0.387328 -1.50926 -1.84836 -2.37508 -2.93899 -3.9731 -3.63376 -0.172347 0.13385 0.280409 -0.00424533 0.568297 0.0349413 1.59322 1.57436\n", + " 463 1.484e-01 1.317e+06 1.052e-01 -- 3.428e+02 -- 0.128066 -0.387178 -1.50926 -1.84837 -2.37508 -2.93898 -3.97304 -3.63376 -0.171549 0.132987 0.280318 -0.0041782 0.568295 0.0349303 1.59282 1.57435\n", + " 465 1.387e-01 1.467e+06 9.997e-02 -- 3.429e+02 -- 0.128139 -0.387043 -1.50926 -1.84837 -2.37508 -2.93898 -3.97299 -3.63377 -0.170819 0.132211 0.280236 -0.00411621 0.568293 0.0349196 1.59244 1.57434\n", + " 467 1.295e-01 1.634e+06 9.520e-02 -- 3.430e+02 -- 0.128204 -0.386922 -1.50926 -1.84838 -2.37508 -2.93898 -3.97295 -3.63377 -0.170155 0.131513 0.280162 -0.0040591 0.568292 0.0349092 1.59209 1.57433\n", + " 469 1.206e-01 1.820e+06 9.088e-02 -- 3.431e+02 -- 0.128263 -0.386813 -1.50926 -1.84838 -2.37508 -2.93898 -3.97291 -3.63377 -0.169555 0.130886 0.280094 -0.00400655 0.56829 0.0348992 1.59177 1.57432\n", + " 471 1.118e-01 2.026e+06 8.702e-02 -- 3.432e+02 -- 0.128316 -0.386716 -1.50926 -1.84839 -2.37508 -2.93897 -3.97287 -3.63377 -0.169004 0.130321 0.280033 -0.00395823 0.568289 0.0348897 1.59147 1.57431\n", + " 473 1.033e-01 2.256e+06 8.358e-02 -- 3.433e+02 -- 0.128363 -0.386628 -1.50926 -1.84839 -2.37508 -2.93897 -3.97284 -3.63377 -0.168497 0.129809 0.279978 -0.00391395 0.568287 0.0348807 1.59119 1.57431\n", + " 475 9.579e-02 2.511e+06 8.038e-02 -- 3.433e+02 -- 0.128405 -0.386549 -1.50926 -1.84839 -2.37508 -2.93897 -3.97282 -3.63378 -0.168047 0.129353 0.279928 -0.00387351 0.568286 0.0348723 1.59093 1.5743\n", + " 477 8.818e-02 2.794e+06 7.758e-02 -- 3.434e+02 -- 0.128443 -0.386478 -1.50926 -1.8484 -2.37508 -2.93897 -3.97279 -3.63378 -0.167639 0.128938 0.279883 -0.00383641 0.568285 0.0348643 1.59069 1.57429\n", + " 479 8.091e-02 3.109e+06 7.509e-02 -- 3.435e+02 -- 0.128478 -0.386415 -1.50926 -1.8484 -2.37508 -2.93896 -3.97277 -3.63378 -0.167267 0.128559 0.279842 -0.00380258 0.568284 0.0348569 1.59048 1.57428\n", + " 481 7.424e-02 3.460e+06 7.280e-02 -- 3.436e+02 -- 0.128509 -0.386357 -1.50926 -1.8484 -2.37508 -2.93896 -3.97275 -3.63378 -0.166936 0.128218 0.279805 -0.00377181 0.568283 0.0348501 1.59028 1.57428\n", + " 483 6.806e-02 3.849e+06 7.073e-02 -- 3.436e+02 -- 0.128537 -0.386306 -1.50926 -1.84841 -2.37508 -2.93896 -3.97274 -3.63378 -0.166628 0.127921 0.279772 -0.00374381 0.568282 0.0348438 1.5901 1.57427\n", + " 485 6.227e-02 4.282e+06 6.891e-02 -- 3.437e+02 -- 0.128562 -0.38626 -1.50926 -1.84841 -2.37508 -2.93896 -3.97272 -3.63378 -0.166346 0.127652 0.279742 -0.00371833 0.568281 0.034838 1.58993 1.57426\n", + " 487 5.690e-02 4.762e+06 6.723e-02 -- 3.438e+02 -- 0.128585 -0.386219 -1.50926 -1.84841 -2.37508 -2.93896 -3.97271 -3.63378 -0.166098 0.127408 0.279715 -0.00369517 0.56828 0.0348326 1.58978 1.57426\n", + " 489 5.246e-02 5.297e+06 6.572e-02 -- 3.438e+02 -- 0.128605 -0.386181 -1.50926 -1.84841 -2.37508 -2.93896 -3.9727 -3.63378 -0.165881 0.127186 0.27969 -0.00367415 0.56828 0.0348277 1.58964 1.57426\n", + " 491 4.668e-02 5.891e+06 6.451e-02 -- 3.439e+02 -- 0.128623 -0.386148 -1.50926 -1.84841 -2.37508 -2.93895 -3.97269 -3.63378 -0.165662 0.126983 0.279668 -0.00365488 0.568279 0.0348231 1.58952 1.57425\n", + " 493 4.336e-02 6.551e+06 6.330e-02 -- 3.440e+02 -- 0.12864 -0.386118 -1.50927 -1.84842 -2.37508 -2.93895 -3.97268 -3.63379 -0.165486 0.126802 0.279649 -0.00363782 0.568279 0.0348191 1.58941 1.57425\n", + " 495 3.896e-02 7.284e+06 6.215e-02 -- 3.440e+02 -- 0.128655 -0.386091 -1.50927 -1.84842 -2.37508 -2.93895 -3.97267 -3.63379 -0.165321 0.12665 0.279631 -0.00362204 0.568278 0.0348153 1.5893 1.57424\n", + " 497 3.577e-02 8.098e+06 6.116e-02 -- 3.441e+02 -- 0.128668 -0.386067 -1.50927 -1.84842 -2.37508 -2.93895 -3.97266 -3.63379 -0.165157 0.126529 0.279614 -0.00360793 0.568278 0.0348118 1.58921 1.57424\n", + " 499 3.106e-02 9.005e+06 6.042e-02 -- 3.442e+02 -- 0.12868 -0.386045 -1.50927 -1.84842 -2.37508 -2.93895 -3.97266 -3.63379 -0.164994 0.126396 0.2796 -0.00359503 0.568277 0.0348086 1.58912 1.57424\n", + "********************\n", + "0.128691 -0.386025 -1.50927 -1.84842 -2.37508 -2.93895 -3.97265 -3.63379 -0.164908 0.12629 0.279587 -0.00358386 0.568277 0.034806 1.58905 1.57423\n", + "0.00126105 0.000998709 0.00018594 0.000356512 2.30678e-05 0.000253636 0.00869718 0.000210956 0.0200512 0.0186844 0.00479074 0.00354031 0.000510855 0.00183101 0.0188838 0.0015161\n", + "-10903 199.23 -2.70075 -1.73798 -1.01372 0.00748608 0.0139392 -0.0830399 -358.669 233.027 -1.33222 -0.312077 -0.267079 -0.122273 0.0137976 -0.0193582\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.095117985155199827, 1.1056585227168947)" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFkCAYAAACq4KjhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "s, loc, scale = lognorm.fit(lag,loc=.01)\n", + "xscale('log'); ylim(-4,1.5)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "#plot(fqd,norm.pdf(fqd,mu,sigma))\n", + "plot(fqd,lognorm.pdf(fqd,s,loc,scale))\n", + "mu,sigma\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/lib/python2.7/dist-packages/numpy/core/numeric.py:460: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return array(a, dtype, copy=False, order=order)\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg0AAAFkCAYAAACjCwibAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRERERERERERERERi5/8B5ExnbdanXmMAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot(ifft(lag))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis-origbins.ipynb b/lag/data/clag_analysis-origbins.ipynb new file mode 100644 index 0000000..56bfb3f --- /dev/null +++ b/lag/data/clag_analysis-origbins.ipynb @@ -0,0 +1,830 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/6175A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.00964867, 0.02886003, 0.0556922 , 0.08632291, 0.13380051,\n", + " 0.20739079, 0.32145572, 0.49825637])" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqd\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.337e-01 6.112e+01 inf -- -4.041e+02 -- 1 1 1 1 1 1 1\n", + " 2 7.647e-01 6.015e+01 6.901e+01 -- -3.351e+02 -- 0.65784 0.58285 0.5699 0.567505 0.56704 0.566344 0.573791\n", + " 3 3.242e+00 5.939e+01 6.602e+01 -- -2.691e+02 -- 0.42512 0.198095 0.146253 0.137492 0.135449 0.133237 0.150987\n", + " 4 1.563e+00 5.894e+01 6.233e+01 -- -2.067e+02 -- 0.328446 -0.100568 -0.261985 -0.286046 -0.293214 -0.298752 -0.270142\n", + " 5 6.151e-01 5.858e+01 5.845e+01 -- -1.483e+02 -- 0.300114 -0.231637 -0.637422 -0.692493 -0.715789 -0.728243 -0.692465\n", + " 6 3.834e-01 5.758e+01 5.397e+01 -- -9.432e+01 -- 0.288119 -0.218711 -0.948517 -1.05695 -1.12601 -1.152 -1.11841\n", + " 7 2.764e-01 5.488e+01 4.687e+01 -- -4.745e+01 -- 0.288807 -0.20359 -1.129 -1.33421 -1.50858 -1.56203 -1.54725\n", + " 8 2.123e-01 4.884e+01 3.703e+01 -- -1.042e+01 -- 0.290741 -0.199424 -1.16697 -1.47951 -1.82761 -1.93862 -1.97495\n", + " 9 1.660e-01 3.761e+01 2.500e+01 -- 1.458e+01 -- 0.297078 -0.192793 -1.17471 -1.51254 -2.03046 -2.24008 -2.39415\n", + " 10 1.251e-01 2.218e+01 1.352e+01 -- 2.810e+01 -- 0.304071 -0.185609 -1.18142 -1.51049 -2.10848 -2.41366 -2.79148\n", + " 11 8.256e-02 9.018e+00 5.492e+00 -- 3.359e+01 -- 0.305677 -0.180534 -1.18507 -1.51162 -2.12584 -2.46833 -3.14066\n", + " 12 4.067e-02 2.560e+00 1.439e+00 -- 3.503e+01 -- 0.30378 -0.178308 -1.18784 -1.51647 -2.12974 -2.48272 -3.39994\n", + " 13 1.216e-02 5.340e-01 2.063e-01 -- 3.524e+01 -- 0.301773 -0.177939 -1.18966 -1.52028 -2.13067 -2.48953 -3.5382\n", + " 14 2.104e-03 8.200e-02 1.337e-02 -- 3.525e+01 -- 0.30075 -0.178052 -1.19052 -1.52208 -2.13075 -2.49214 -3.58123\n", + " 15 2.833e-04 1.082e-02 3.730e-04 -- 3.525e+01 -- 0.300445 -0.178142 -1.19077 -1.52264 -2.13068 -2.4928 -3.58876\n", + " 16 3.684e-05 1.402e-03 6.992e-06 -- 3.525e+01 -- 0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "********************\n", + "0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "0.23893 0.202426 0.232625 0.177239 0.153017 0.132987 0.308424\n", + "-0.000180614 -0.000143998 -0.000174906 -0.000705814 0.000447101 -0.000873593 -0.00140183\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.481e+01 3.004e-01 5.393e-01 0.89 +++\n", + "+++ 3.525e+01 3.432e+01 3.004e-01 6.588e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.004e-01 5.990e-01 1.34 +++\n", + "+++ 3.525e+01 3.470e+01 3.004e-01 5.692e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.004e-01 5.543e-01 0.996 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.782e-01 2.426e-02 0.974 +++\n", + "+++ 3.525e+01 3.422e+01 -1.782e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.782e-01 7.486e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.782e-01 4.956e-02 1.21 +++\n", + "+++ 3.525e+01 3.471e+01 -1.782e-01 3.691e-02 1.09 +++\n", + "+++ 3.525e+01 3.474e+01 -1.782e-01 3.058e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.782e-01 2.742e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.075e+00 0.275 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.597 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.873e-01 0.798 +++\n", + "+++ 3.525e+01 3.480e+01 -1.191e+00 -9.727e-01 0.909 +++\n", + "+++ 3.525e+01 3.477e+01 -1.191e+00 -9.655e-01 0.966 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.618e-01 0.995 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.523e+00 -1.346e+00 0.861 +++\n", + "+++ 3.525e+01 3.433e+01 -1.523e+00 -1.257e+00 1.85 +++\n", + "+++ 3.525e+01 3.459e+01 -1.523e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.523e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.477e+01 -1.523e+00 -1.334e+00 0.967 +++\n", + "+++ 3.525e+01 3.474e+01 -1.523e+00 -1.329e+00 1.02 +++\n", + "+++ 3.525e+01 3.475e+01 -1.523e+00 -1.332e+00 0.994 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.482e+01 -2.131e+00 -1.978e+00 0.868 +++\n", + "+++ 3.525e+01 3.430e+01 -2.131e+00 -1.901e+00 1.9 +++\n", + "+++ 3.525e+01 3.458e+01 -2.131e+00 -1.939e+00 1.34 +++\n", + "+++ 3.525e+01 3.471e+01 -2.131e+00 -1.958e+00 1.09 +++\n", + "+++ 3.525e+01 3.476e+01 -2.131e+00 -1.968e+00 0.977 +++\n", + "+++ 3.525e+01 3.473e+01 -2.131e+00 -1.963e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -2.131e+00 -1.966e+00 1.01 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.476e+01 -2.493e+00 -2.360e+00 0.992 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.511e+01 -3.590e+00 -3.436e+00 0.274 +++\n", + "+++ 3.525e+01 3.491e+01 -3.590e+00 -3.358e+00 0.68 +++\n", + "+++ 3.525e+01 3.477e+01 -3.590e+00 -3.320e+00 0.971 +++\n", + "+++ 3.525e+01 3.468e+01 -3.590e+00 -3.301e+00 1.14 +++\n", + "+++ 3.525e+01 3.472e+01 -3.590e+00 -3.310e+00 1.05 +++\n", + "+++ 3.525e+01 3.475e+01 -3.590e+00 -3.315e+00 1.01 +++\n", + "+++ 3.525e+01 3.476e+01 -3.590e+00 -3.317e+00 0.991 +++\n", + "********************\n", + "0.300387 -0.178169 -1.19082 -1.52276 -2.13064 -2.4929 -3.58978\n", + "0.253863 0.205589 0.22899 0.191086 0.164971 0.132987 0.27228\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nn1ehj9IuAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"black\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nyQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o', color=\"green\")\n", + "errorbar(t2, l2, yerr=l2e, fmt='o', color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.366e-01 5.289e+01 inf -- -1.581e+02 -- 1 1 1 1 1 1 1\n", + " 2 7.741e-01 5.224e+01 6.092e+01 -- -9.716e+01 -- 0.64151 0.582988 0.567078 0.568391 0.566833 0.565789 0.56338\n", + " 3 3.418e+00 5.136e+01 5.853e+01 -- -3.863e+01 -- 0.388803 0.191096 0.136557 0.140188 0.135589 0.132301 0.127287\n", + " 4 1.555e+00 5.020e+01 5.546e+01 -- 1.684e+01 -- 0.278504 -0.141428 -0.288802 -0.28161 -0.292287 -0.300033 -0.307779\n", + " 5 5.853e-01 4.862e+01 5.209e+01 -- 6.893e+01 -- 0.251696 -0.361387 -0.704482 -0.692633 -0.715864 -0.730643 -0.741316\n", + " 6 3.638e-01 4.653e+01 4.847e+01 -- 1.174e+02 -- 0.242093 -0.451675 -1.10227 -1.08525 -1.13485 -1.15797 -1.17191\n", + " 7 2.636e-01 4.340e+01 4.346e+01 -- 1.609e+02 -- 0.240629 -0.481083 -1.4522 -1.44125 -1.54556 -1.57775 -1.59823\n", + " 8 2.061e-01 3.824e+01 3.545e+01 -- 1.963e+02 -- 0.243061 -0.504278 -1.67538 -1.722 -1.93248 -1.97969 -2.01957\n", + " 9 1.693e-01 3.015e+01 2.492e+01 -- 2.212e+02 -- 0.246578 -0.524331 -1.72708 -1.87967 -2.25718 -2.33983 -2.4357\n", + " 10 1.458e-01 1.978e+01 1.425e+01 -- 2.355e+02 -- 0.254622 -0.533743 -1.72985 -1.91821 -2.45669 -2.6121 -2.84811\n", + " 11 1.353e-01 1.021e+01 6.810e+00 -- 2.423e+02 -- 0.264297 -0.537479 -1.7301 -1.91543 -2.50815 -2.75364 -3.26334\n", + " 12 1.464e-01 3.997e+00 3.032e+00 -- 2.453e+02 -- 0.268248 -0.539862 -1.72642 -1.91378 -2.49097 -2.79169 -3.705\n", + " 13 2.296e-01 1.073e+00 1.223e+00 -- 2.465e+02 -- 0.268013 -0.541085 -1.72532 -1.91534 -2.4707 -2.79511 -4.24757\n", + " 14 1.191e+00 1.664e-01 4.032e-01 -- 2.469e+02 -- 0.266953 -0.541769 -1.72481 -1.91721 -2.45806 -2.793 -5.22266\n", + " 15 4.403e+02 2.073e-01 4.480e-02 -- 2.470e+02 -- 0.266181 -0.542036 -1.72478 -1.91832 -2.45194 -2.79147 -8\n", + " 16 4.405e+02 2.177e-01 9.908e-05 -- 2.470e+02 -- 0.265853 -0.542082 -1.72492 -1.91871 -2.45034 -2.79121 -8\n", + "********************\n", + "0.265853 -0.542082 -1.72492 -1.91871 -2.45034 -2.79121 -8\n", + "0.236507 0.210135 0.2567 0.193885 0.180857 0.168104 4543.34\n", + "-0.00248404 -0.00270298 -0.00703597 -0.020554 -0.0555367 -0.217652 -0.000171146\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 2.470e+02 2.466e+02 2.658e-01 5.023e-01 0.854 +++\n", + "+++ 2.470e+02 2.461e+02 2.658e-01 6.205e-01 1.8 +++\n", + "+++ 2.470e+02 2.463e+02 2.658e-01 5.614e-01 1.29 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.318e-01 1.06 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.171e-01 0.956 +++\n", + "+++ 2.470e+02 2.465e+02 2.658e-01 5.244e-01 1.01 +++\n", + "\t### errors for param 1 ###\n", + "+++ 2.470e+02 2.465e+02 -5.421e-01 -3.320e-01 0.961 +++\n", + "+++ 2.470e+02 2.460e+02 -5.421e-01 -2.269e-01 2.03 +++\n", + "+++ 2.470e+02 2.463e+02 -5.421e-01 -2.794e-01 1.45 +++\n", + "+++ 2.470e+02 2.464e+02 -5.421e-01 -3.057e-01 1.2 +++\n", + "+++ 2.470e+02 2.465e+02 -5.421e-01 -3.188e-01 1.08 +++\n", + "+++ 2.470e+02 2.465e+02 -5.421e-01 -3.254e-01 1.02 +++\n", + "+++ 2.470e+02 2.465e+02 -5.421e-01 -3.287e-01 0.989 +++\n", + "+++ 2.470e+02 2.465e+02 -5.421e-01 -3.270e-01 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 2.470e+02 2.468e+02 -1.725e+00 -1.597e+00 0.298 +++\n", + "+++ 2.470e+02 2.467e+02 -1.725e+00 -1.532e+00 0.648 +++\n", + "+++ 2.470e+02 2.466e+02 -1.725e+00 -1.500e+00 0.867 +++\n", + "+++ 2.470e+02 2.465e+02 -1.725e+00 -1.484e+00 0.986 +++\n", + "+++ 2.470e+02 2.465e+02 -1.725e+00 -1.476e+00 1.05 +++\n", + "+++ 2.470e+02 2.465e+02 -1.725e+00 -1.480e+00 1.02 +++\n", + "+++ 2.470e+02 2.465e+02 -1.725e+00 -1.482e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 2.470e+02 2.465e+02 -1.919e+00 -1.725e+00 0.916 +++\n", + "+++ 2.470e+02 2.460e+02 -1.919e+00 -1.628e+00 1.97 +++\n", + "+++ 2.470e+02 2.463e+02 -1.919e+00 -1.676e+00 1.4 +++\n", + "+++ 2.470e+02 2.464e+02 -1.919e+00 -1.701e+00 1.15 +++\n", + "+++ 2.470e+02 2.465e+02 -1.919e+00 -1.713e+00 1.03 +++\n", + "+++ 2.470e+02 2.465e+02 -1.919e+00 -1.719e+00 0.971 +++\n", + "+++ 2.470e+02 2.465e+02 -1.919e+00 -1.716e+00 0.999 +++\n", + "\t### errors for param 4 ###\n", + "+++ 2.470e+02 2.466e+02 -2.450e+00 -2.269e+00 0.84 +++\n", + "+++ 2.470e+02 2.461e+02 -2.450e+00 -2.179e+00 1.87 +++\n", + "+++ 2.470e+02 2.463e+02 -2.450e+00 -2.224e+00 1.3 +++\n", + "+++ 2.470e+02 2.465e+02 -2.450e+00 -2.247e+00 1.06 +++\n", + "+++ 2.470e+02 2.465e+02 -2.450e+00 -2.258e+00 0.947 +++\n", + "+++ 2.470e+02 2.465e+02 -2.450e+00 -2.252e+00 1 +++\n", + "\t### errors for param 5 ###\n", + "+++ 2.470e+02 2.465e+02 -2.791e+00 -2.623e+00 1.01 +++\n", + "+++ 2.470e+02 2.469e+02 -2.791e+00 -2.707e+00 0.27 +++\n", + "+++ 2.470e+02 2.467e+02 -2.791e+00 -2.665e+00 0.583 +++\n", + "+++ 2.470e+02 2.466e+02 -2.791e+00 -2.644e+00 0.784 +++\n", + "+++ 2.470e+02 2.465e+02 -2.791e+00 -2.634e+00 0.895 +++\n", + "+++ 2.470e+02 2.465e+02 -2.791e+00 -2.628e+00 0.954 +++\n", + "+++ 2.470e+02 2.465e+02 -2.791e+00 -2.626e+00 0.984 +++\n", + "+++ 2.470e+02 2.465e+02 -2.791e+00 -2.624e+00 0.999 +++\n", + "\t### errors for param 6 ###\n", + "+++ 2.470e+02 2.470e+02 -8.000e+00 -6.000e+00 0.0147 +++\n", + "+++ 2.470e+02 2.469e+02 -8.000e+00 -5.000e+00 0.151 +++\n", + "+++ 2.470e+02 2.467e+02 -8.000e+00 -4.500e+00 0.489 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.250e+00 0.891 +++\n", + "+++ 2.470e+02 2.464e+02 -8.000e+00 -4.125e+00 1.21 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.188e+00 1.04 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.219e+00 0.961 +++\n", + "+++ 2.470e+02 2.465e+02 -8.000e+00 -4.203e+00 0.998 +++\n", + "********************\n", + "0.265765 -0.5421 -1.72494 -1.9188 -2.45004 -2.79121 -8\n", + "0.258682 0.215059 0.242662 0.202981 0.197785 0.166791 3.79688\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nP/5eAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10, color=\"green\")\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10, color=\"black\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 2.269e+03 1.198e+01 inf -- 3.072e+02 -- -0.016924 -0.660135 -1.75788 -2.02078 -2.59034 -2.94206 -6.09489 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 1.973e+01 1.431e+01 2.169e+00 -- 3.094e+02 -- 0.013775 -0.617135 -1.71294 -1.98677 -2.55944 -2.92003 -5.79489 0.0404501 0.0959497 0.114729 0.117623 0.0757218 0.113097 -2.34566\n", + " 5 1.376e+02 1.686e+01 2.089e+00 -- 3.115e+02 -- 0.040954 -0.582314 -1.67663 -1.9585 -2.5335 -2.90131 -6.09489 -0.00586333 0.0932507 0.124785 0.131208 0.0569706 0.123911 1.99582\n", + " 7 4.464e+02 1.966e+01 1.915e+00 -- 3.134e+02 -- 0.064849 -0.55355 -1.64669 -1.9347 -2.51145 -2.88524 -5.79489 -0.0424971 0.0914217 0.131924 0.142018 0.0422318 0.133023 -0.334542\n", + " 9 3.480e+01 2.272e+01 1.812e+00 -- 3.152e+02 -- 0.0858141 -0.529439 -1.62163 -1.91445 -2.49256 -2.87136 -5.49489 -0.0719278 0.0901783 0.137158 0.150801 0.0304433 0.140833 2.03211\n", + " 11 1.002e+01 2.607e+01 1.783e+00 -- 3.170e+02 -- 0.104218 -0.509001 -1.60042 -1.89706 -2.47621 -2.85932 -5.19489 -0.0958829 0.089339 0.141038 0.158083 0.0208371 0.147639 1.24275\n", + " 13 7.968e+03 2.974e+01 1.627e+00 -- 3.186e+02 -- 0.120402 -0.491519 -1.58231 -1.88202 -2.46198 -2.8488 -4.89489 -0.115613 0.088809 0.143973 0.164209 0.0130572 0.153636 -0.00200163\n", + " 15 7.700e+00 3.372e+01 1.748e+00 -- 3.204e+02 -- 0.134664 -0.476455 -1.56672 -1.86894 -2.44956 -2.83954 -4.59489 -0.132041 0.088517 0.146286 0.169375 0.00677842 0.158969 1.59295\n", + " 17 2.375e+01 3.806e+01 2.026e+00 -- 3.224e+02 -- 0.147265 -0.463405 -1.55325 -1.85749 -2.43853 -2.83144 -4.29489 -0.145779 0.0883846 0.147915 0.173914 0.00155918 0.163793 0.96984\n", + " 19 1.222e+01 4.277e+01 1.856e+00 -- 3.243e+02 -- 0.158428 -0.452038 -1.54155 -1.84743 -2.4288 -2.82406 -4.10712 -0.157385 0.0884563 0.149176 0.177908 -0.0021446 0.168153 0.95096\n", + " 21 3.757e+00 4.786e+01 1.686e+00 -- 3.260e+02 -- 0.168341 -0.442099 -1.53136 -1.83856 -2.42015 -2.81739 -3.99633 -0.167232 0.0886703 0.150095 0.181462 -0.00476573 0.172153 0.946458\n", + " 23 1.719e+00 5.335e+01 1.565e+00 -- 3.275e+02 -- 0.17716 -0.433379 -1.52245 -1.8307 -2.41246 -2.81134 -3.9178 -0.175626 0.0889884 0.150755 0.184625 -0.00655603 0.175857 0.945111\n", + " 25 7.670e-01 5.926e+01 1.462e+00 -- 3.290e+02 -- 0.185022 -0.425705 -1.51464 -1.82371 -2.40559 -2.80587 -3.85771 -0.18281 0.0893847 0.151217 0.187442 -0.00768333 0.179309 0.944998\n", + " 27 3.271e-01 6.558e+01 1.371e+00 -- 3.304e+02 -- 0.192044 -0.418936 -1.50777 -1.81749 -2.39945 -2.80089 -3.80967 -0.188981 0.0898403 0.151526 0.189953 -0.00827265 0.182546 0.945473\n", + " 29 2.839e-01 7.234e+01 1.288e+00 -- 3.316e+02 -- 0.198326 -0.412951 -1.50172 -1.81194 -2.39395 -2.79637 -3.77014 -0.194296 0.0903402 0.151717 0.192191 -0.0084207 0.185594 0.946256\n", + " 31 6.344e-01 7.952e+01 1.212e+00 -- 3.328e+02 -- 0.203957 -0.407649 -1.49638 -1.80697 -2.38902 -2.79224 -3.73694 -0.198885 0.0908733 0.151818 0.194187 -0.00820387 0.188473 0.9472\n", + " 33 1.008e+00 8.711e+01 1.140e+00 -- 3.340e+02 -- 0.20901 -0.402946 -1.49167 -1.80251 -2.38459 -2.78847 -3.70862 -0.202854 0.0914304 0.151849 0.195966 -0.00768338 0.1912 0.948221\n", + " 35 1.430e+00 9.512e+01 1.074e+00 -- 3.351e+02 -- 0.213553 -0.398767 -1.4875 -1.79849 -2.3806 -2.78502 -3.68416 -0.206293 0.0920046 0.151828 0.197549 -0.00690885 0.193787 0.949267\n", + " 37 1.972e+00 1.035e+02 1.010e+00 -- 3.361e+02 -- 0.217642 -0.395048 -1.48381 -1.79488 -2.37701 -2.78186 -3.66283 -0.209276 0.0925904 0.151767 0.198956 -0.00592089 0.196245 0.950302\n", + " 38 1.386e+01 2.586e+03 1.075e+01 -- 3.468e+02 -- 0.254492 -0.361933 -1.45115 -1.76223 -2.34466 -2.75279 -3.47522 -0.235177 0.0985198 0.150868 0.211428 0.00575786 0.2196 0.960307\n", + " 40 4.847e+00 1.291e+03 4.830e-01 -- 3.473e+02 -- 0.254339 -0.36196 -1.45129 -1.7616 -2.34565 -2.75065 -3.47325 -0.238184 0.0984132 0.154637 0.207337 0.0137373 0.221423 0.959887\n", + " 42 2.820e+00 7.911e+02 2.689e-01 -- 3.476e+02 -- 0.254314 -0.362014 -1.45138 -1.76102 -2.34642 -2.7488 -3.47177 -0.240479 0.0987825 0.157405 0.204131 0.0203959 0.222522 0.958597\n", + " 44 1.927e+00 5.366e+02 1.843e-01 -- 3.478e+02 -- 0.254352 -0.362079 -1.45146 -1.76045 -2.34705 -2.74718 -3.47058 -0.24227 0.0993579 0.159522 0.201533 0.0261467 0.223117 0.956931\n", + " 45 6.846e-01 2.491e+03 7.144e-01 -- 3.470e+02 -- 0.255087 -0.362762 -1.45206 -1.75508 -2.35235 -2.73284 -3.4608 -0.256273 0.106036 0.17597 0.180236 0.0765365 0.225273 0.938514\n", + " 47 3.859e-01 7.440e+02 1.045e+00 -- 3.481e+02 -- 0.255642 -0.362946 -1.45188 -1.75441 -2.35202 -2.735 -3.46127 -0.253243 0.107817 0.170909 0.185077 0.0713684 0.20985 0.938462\n", + " 49 2.428e-01 4.740e+02 3.238e-01 -- 3.484e+02 -- 0.255958 -0.36305 -1.45177 -1.75394 -2.35178 -2.73606 -3.46158 -0.25133 0.108819 0.167827 0.187945 0.0689457 0.201752 0.937949\n", + " 50 1.845e+00 3.237e+04 3.382e+00 -- 3.450e+02 -- 0.258014 -0.363678 -1.45096 -1.74999 -2.35001 -2.74182 -3.46363 -0.23749 0.114761 0.147522 0.2072 0.0566519 0.152758 0.930353\n", + " 52 5.341e-01 2.738e+03 3.310e+00 -- 3.483e+02 -- 0.256859 -0.363253 -1.45121 -1.74947 -2.35141 -2.73938 -3.46259 -0.241519 0.110174 0.1534 0.199686 0.0671039 0.167388 0.929964\n", + " 54 2.673e-01 4.258e+02 4.126e-01 -- 3.488e+02 -- 0.256513 -0.363117 -1.45131 -1.74933 -2.35166 -2.73828 -3.46219 -0.242924 0.108757 0.155979 0.197112 0.0706881 0.173906 0.929109\n", + " 56 1.484e-01 7.070e+02 1.233e-01 -- 3.489e+02 -- 0.256358 -0.363054 -1.45135 -1.74924 -2.35169 -2.73765 -3.46198 -0.243691 0.108123 0.157394 0.195813 0.0725777 0.177563 0.928277\n", + " 57 2.633e+00 1.761e+05 5.893e+00 -- 3.430e+02 -- 0.255689 -0.362752 -1.45153 -1.74846 -2.35114 -2.73373 -3.46071 -0.248243 0.105285 0.165654 0.188899 0.0833473 0.19847 0.920537\n", + " 59 5.986e-01 4.834e+03 6.298e+00 -- 3.493e+02 -- 0.25881 -0.363072 -1.45138 -1.74823 -2.34996 -2.73665 -3.46097 -0.236008 0.109215 0.161791 0.19747 0.0614059 0.167187 0.920664\n", + " 61 1.056e-01 1.057e+04 3.624e-01 -- 3.497e+02 -- 0.259231 -0.363167 -1.45134 -1.74818 -2.34961 -2.73738 -3.46105 -0.234491 0.110247 0.160667 0.199701 0.0577301 0.160365 0.920596\n", + " 63 9.832e-02 1.198e+04 8.624e-02 -- 3.497e+02 -- 0.259256 -0.363199 -1.45132 -1.74815 -2.34952 -2.73761 -3.46108 -0.234434 0.110544 0.160282 0.200426 0.0572685 0.158672 0.920487\n", + " 65 1.477e-01 1.320e+04 5.481e-02 -- 3.498e+02 -- 0.259155 -0.363209 -1.45131 -1.74812 -2.34952 -2.73767 -3.46109 -0.234836 0.110592 0.160145 0.20064 0.0578316 0.158622 0.920373\n", + " 66 5.254e-01 1.244e+05 1.134e+00 -- 3.509e+02 -- 0.257792 -0.363238 -1.45127 -1.74783 -2.34977 -2.73779 -3.46112 -0.240158 0.110293 0.159591 0.201062 0.0663719 0.163096 0.919291\n", + " 68 2.702e-02 4.790e+05 6.404e-01 -- 3.516e+02 -- 0.256458 -0.363212 -1.45128 -1.74783 -2.34996 -2.7376 -3.4611 -0.248024 0.109945 0.159825 0.200359 0.0698593 0.166007 0.919278\n", + " 70 7.753e-03 5.328e+05 5.502e-02 -- 3.516e+02 -- 0.256548 -0.363213 -1.45128 -1.74783 -2.34995 -2.73761 -3.4611 -0.247354 0.109964 0.159811 0.200397 0.0696895 0.165854 0.919275\n", + " 71 4.990e-02 5.349e+08 2.391e+00 -- 3.540e+02 -- 0.256515 -0.363211 -1.45128 -1.74782 -2.34996 -2.73759 -3.4611 -0.246413 0.109926 0.159825 0.200321 0.0702298 0.166204 0.919243\n", + " 73 1.883e-01 1.908e+08 7.849e-01 -- 3.548e+02 -- 0.256638 -0.363212 -1.45128 -1.74782 -2.34995 -2.7376 -3.4611 -0.245184 0.109938 0.159816 0.200349 0.0700951 0.166094 0.919244\n", + " 75 3.505e-01 1.280e+10 5.592e+00 -- 3.492e+02 -- 0.256429 -0.363212 -1.45128 -1.74782 -2.34996 -2.73759 -3.4611 -0.2498 0.109944 0.15982 0.200324 0.0701695 0.16617 0.919243\n", + " 76 7.399e-01 4.729e+08 1.154e+01 -- 3.377e+02 -- 0.255205 -0.363227 -1.45127 -1.74784 -2.34981 -2.73775 -3.46111 -0.162247 0.110105 0.15966 0.201149 0.0677482 0.164465 0.919251\n", + " 78 1.590e-01 5.754e+06 1.469e+01 -- 3.524e+02 -- 0.253232 -0.363205 -1.45128 -1.74785 -2.34999 -2.73758 -3.46109 -0.174252 0.109807 0.15986 0.200551 0.0708851 0.16699 0.919246\n", + " 80 5.807e-02 1.303e+07 7.214e-01 -- 3.531e+02 -- 0.253726 -0.36321 -1.45127 -1.74785 -2.34994 -2.73762 -3.4611 -0.171481 0.109878 0.159812 0.200693 0.0701441 0.166393 0.919247\n", + " 82 6.557e-03 1.579e+07 9.480e-02 -- 3.532e+02 -- 0.253613 -0.363209 -1.45127 -1.74785 -2.34995 -2.73761 -3.4611 -0.172477 0.109861 0.159824 0.200658 0.0703205 0.166534 0.919247\n", + " 84 6.675e-03 1.765e+07 5.646e-02 -- 3.532e+02 -- 0.253648 -0.363209 -1.45127 -1.74785 -2.34995 -2.73761 -3.4611 -0.172493 0.109866 0.15982 0.200667 0.0702744 0.166497 0.919247\n", + " 86 1.405e-02 1.962e+07 5.316e-02 -- 3.533e+02 -- 0.253645 -0.363209 -1.45127 -1.74785 -2.34995 -2.73761 -3.4611 -0.172608 0.109865 0.159821 0.200664 0.070284 0.166504 0.919247\n", + " 87 2.371e+00 3.577e+10 6.090e-01 -- 3.539e+02 -- 0.25362 -0.36321 -1.45127 -1.74785 -2.34995 -2.73762 -3.4611 -0.175034 0.10987 0.159819 0.200659 0.0702718 0.166492 0.919246\n", + " 91 6.875e-01 6.345e+10 1.055e+00 -- 3.528e+02 -- 0.253591 -0.36321 -1.45127 -1.74785 -2.34995 -2.73762 -3.4611 -0.174619 0.109871 0.159819 0.200661 0.0702715 0.166492 0.919246\n", + " 94 8.161e+00 6.043e+11 1.715e+01 -- 3.357e+02 -- 0.253529 -0.36321 -1.45127 -1.74785 -2.34995 -2.73762 -3.4611 -0.175819 0.109861 0.159819 0.200658 0.0702745 0.16649 0.919246\n", + " 96 2.611e-01 3.717e+08 9.546e+00 -- 3.452e+02 -- 0.257412 -0.363213 -1.45128 -1.74782 -2.34996 -2.73763 -3.4611 -0.319306 0.109793 0.159798 0.200183 0.0701731 0.16621 0.919236\n", + " 98 3.737e-02 1.435e+07 7.911e+00 -- 3.531e+02 -- 0.258178 -0.363226 -1.45127 -1.74781 -2.34985 -2.73772 -3.46111 -0.312069 0.109964 0.159681 0.20055 0.0683407 0.164732 0.919241\n", + " 100 4.006e-03 2.110e+07 1.702e-01 -- 3.533e+02 -- 0.25807 -0.363224 -1.45127 -1.74782 -2.34987 -2.73771 -3.46111 -0.312793 0.10994 0.159697 0.200499 0.0685961 0.164939 0.919241\n", + " 102 5.577e-03 2.351e+07 5.453e-02 -- 3.534e+02 -- 0.258084 -0.363224 -1.45127 -1.74782 -2.34987 -2.73771 -3.46111 -0.312702 0.109943 0.159695 0.200505 0.0685686 0.164916 0.919241\n", + " 104 6.916e-03 2.613e+07 5.344e-02 -- 3.534e+02 -- 0.258079 -0.363224 -1.45127 -1.74782 -2.34987 -2.73771 -3.46111 -0.312527 0.109942 0.159696 0.200505 0.0685733 0.16492 0.919241\n", + " 105 6.197e+00 8.850e+11 1.956e+01 -- 3.339e+02 -- 0.258065 -0.363224 -1.45127 -1.74782 -2.34987 -2.73771 -3.46111 -0.314689 0.109936 0.159698 0.200489 0.0686299 0.164957 0.91924\n", + " 106 2.457e+00 5.060e+05 4.423e+01 -- 2.896e+02 -- 0.25217 -0.363236 -1.45128 -1.74787 -2.35122 -2.73772 -3.46109 -2.26495 0.107765 0.159324 0.193074 0.0661005 0.165589 0.919229\n", + " 108 9.160e-01 1.076e+06 4.129e+01 -- 3.309e+02 -- 0.190213 -0.363421 -1.45121 -1.74789 -2.34962 -2.73898 -3.46119 -2.20299 0.109386 0.15792 0.199777 0.0502385 0.149847 0.919513\n", + " 110 7.545e-01 1.842e+06 3.241e+00 -- 3.342e+02 -- 0.172789 -0.363413 -1.45121 -1.7479 -2.34968 -2.73894 -3.46119 -2.16833 0.109263 0.157968 0.199848 0.0508925 0.150441 0.919501\n", + " 112 6.604e-01 2.413e+06 1.815e+00 -- 3.360e+02 -- 0.159752 -0.363413 -1.45121 -1.74791 -2.34967 -2.73895 -3.46119 -2.14156 0.109248 0.157963 0.200007 0.0508058 0.150387 0.9195\n", + " 114 5.952e-01 3.001e+06 1.236e+00 -- 3.372e+02 -- 0.149202 -0.363414 -1.45121 -1.74791 -2.34966 -2.73896 -3.46119 -2.11865 0.10925 0.157953 0.20014 0.0506565 0.150272 0.9195\n", + " 116 5.401e-01 3.623e+06 9.191e-01 -- 3.381e+02 -- 0.140322 -0.363414 -1.4512 -1.74792 -2.34964 -2.73897 -3.46119 -2.09844 0.109254 0.157944 0.200248 0.0505214 0.150164 0.9195\n", + " 118 4.946e-01 4.287e+06 7.180e-01 -- 3.389e+02 -- 0.132742 -0.363415 -1.4512 -1.74792 -2.34963 -2.73898 -3.46119 -2.08012 0.10926 0.157935 0.200335 0.0504064 0.150071 0.919501\n", + " 120 4.554e-01 5.002e+06 5.840e-01 -- 3.394e+02 -- 0.126177 -0.363416 -1.4512 -1.74792 -2.34962 -2.73898 -3.46119 -2.06319 0.109265 0.157928 0.200408 0.0503087 0.14999 0.919501\n", + " 122 4.163e-01 5.781e+06 4.883e-01 -- 3.399e+02 -- 0.120431 -0.363416 -1.4512 -1.74792 -2.34961 -2.73899 -3.46119 -2.04749 0.10927 0.157922 0.200469 0.0502247 0.14992 0.919501\n", + " 124 3.856e-01 6.633e+06 4.091e-01 -- 3.403e+02 -- 0.115418 -0.363417 -1.4512 -1.74793 -2.34961 -2.739 -3.46119 -2.03366 0.109275 0.157917 0.200521 0.0501519 0.149858 0.919501\n", + " 126 3.459e-01 7.569e+06 3.539e-01 -- 3.407e+02 -- 0.110968 -0.363417 -1.4512 -1.74793 -2.3496 -2.739 -3.46119 -2.02099 0.109279 0.157912 0.200566 0.0500901 0.149806 0.919501\n", + " 128 3.257e-01 8.604e+06 2.868e-01 -- 3.410e+02 -- 0.10713 -0.363417 -1.4512 -1.74793 -2.34959 -2.739 -3.4612 -2.01203 0.109283 0.157908 0.200604 0.0500359 0.14976 0.919502\n", + " 130 2.677e-01 9.741e+06 2.645e-01 -- 3.412e+02 -- 0.10364 -0.363418 -1.4512 -1.74793 -2.34959 -2.73901 -3.4612 -2.00265 0.109286 0.157905 0.200636 0.0499941 0.149724 0.919502\n", + " 132 2.564e-01 1.094e+07 2.420e-01 -- 3.415e+02 -- 0.100866 -0.363418 -1.4512 -1.74793 -2.34959 -2.73901 -3.4612 -1.991 0.109289 0.157902 0.200663 0.0499572 0.14969 0.919502\n", + " 134 2.658e-01 1.231e+07 2.111e-01 -- 3.417e+02 -- 0.0982797 -0.363418 -1.4512 -1.74793 -2.34958 -2.73901 -3.4612 -1.98223 0.109291 0.157899 0.200689 0.0499203 0.149658 0.919502\n", + " 136 2.061e-01 1.381e+07 2.284e-01 -- 3.419e+02 -- 0.095667 -0.363418 -1.4512 -1.74793 -2.34958 -2.73901 -3.4612 -1.97018 0.109293 0.157897 0.200713 0.0498902 0.149631 0.919502\n", + " 138 2.448e-01 1.549e+07 1.683e-01 -- 3.421e+02 -- 0.0936952 -0.363418 -1.4512 -1.74793 -2.34958 -2.73902 -3.4612 -1.96336 0.109297 0.157894 0.200734 0.0498553 0.1496 0.919502\n", + " 140 1.932e-01 1.745e+07 1.492e-01 -- 3.422e+02 -- 0.0914011 -0.363419 -1.4512 -1.74793 -2.34957 -2.73902 -3.4612 -1.96101 0.109298 0.157892 0.200752 0.0498304 0.14958 0.919502\n", + " 142 1.543e-01 1.951e+07 1.616e-01 -- 3.424e+02 -- 0.0896351 -0.363419 -1.4512 -1.74793 -2.34957 -2.73902 -3.4612 -1.95324 0.109299 0.157891 0.200767 0.0498145 0.149565 0.919502\n", + " 144 1.977e-01 2.183e+07 1.088e-01 -- 3.425e+02 -- 0.0882519 -0.363419 -1.4512 -1.74793 -2.34957 -2.73902 -3.4612 -1.95169 0.109301 0.157889 0.200779 0.0497925 0.149546 0.919502\n", + " 146 2.223e-01 2.449e+07 1.198e-01 -- 3.426e+02 -- 0.0865074 -0.363419 -1.4512 -1.74793 -2.34957 -2.73902 -3.4612 -1.95019 0.109302 0.157888 0.200791 0.0497808 0.149537 0.919502\n", + " 148 1.483e-01 2.753e+07 1.474e-01 -- 3.428e+02 -- 0.084584 -0.363419 -1.4512 -1.74793 -2.34956 -2.73902 -3.4612 -1.94508 0.109302 0.157888 0.200805 0.0497691 0.149528 0.919502\n", + " 150 1.690e-01 3.082e+07 8.624e-02 -- 3.429e+02 -- 0.0833299 -0.363419 -1.4512 -1.74793 -2.34956 -2.73902 -3.4612 -1.9461 0.109303 0.157886 0.200815 0.0497502 0.149512 0.919502\n", + " 152 1.762e-01 3.449e+07 1.188e-01 -- 3.430e+02 -- 0.0819216 -0.363419 -1.4512 -1.74793 -2.34956 -2.73902 -3.4612 -1.94249 0.109303 0.157886 0.200824 0.049743 0.149507 0.919502\n", + " 154 1.238e-01 3.866e+07 1.240e-01 -- 3.431e+02 -- 0.0804781 -0.363419 -1.4512 -1.74793 -2.34956 -2.73902 -3.4612 -1.93818 0.109303 0.157885 0.200835 0.0497304 0.149497 0.919502\n", + " 156 1.139e-01 4.323e+07 8.517e-02 -- 3.432e+02 -- 0.079482 -0.363419 -1.4512 -1.74793 -2.34956 -2.73902 -3.4612 -1.93786 0.109305 0.157884 0.200843 0.049715 0.149485 0.919503\n", + " 157 4.942e-02 2.466e+07 9.311e-01 -- 3.441e+02 -- 0.0704267 -0.363418 -1.4512 -1.74794 -2.34957 -2.73903 -3.4612 -1.77759 0.1093 0.15788 0.200952 0.0496793 0.149428 0.919498\n", + " 159 8.388e-02 3.418e+07 1.894e-01 -- 3.443e+02 -- 0.0700786 -0.36342 -1.4512 -1.74794 -2.34955 -2.73904 -3.4612 -1.77245 0.109321 0.157867 0.200998 0.0494922 0.149273 0.9195\n", + " 160 4.666e-01 2.671e+08 9.403e-01 -- 3.453e+02 -- 0.0642006 -0.363422 -1.4512 -1.74794 -2.34953 -2.73906 -3.4612 -1.69928 0.109349 0.157846 0.201123 0.0492057 0.149018 0.9195\n", + " 161 6.172e+00 9.031e+05 6.135e+00 -- 3.391e+02 -- 0.0572531 -0.363415 -1.4512 -1.74794 -2.34959 -2.73898 -3.46119 -2.49218 0.1092 0.157938 0.20046 0.0506396 0.150192 0.919509\n", + " 163 1.463e+01 1.084e+06 1.303e+00 -- 3.404e+02 -- 0.0219138 -0.363415 -1.4512 -1.74794 -2.34957 -2.739 -3.46119 -2.43778 0.109224 0.15792 0.200646 0.0504673 0.149985 0.919507\n", + " 165 2.912e+01 1.297e+06 9.553e-01 -- 3.414e+02 -- -0.0101463 -0.363418 -1.4512 -1.74794 -2.34954 -2.73902 -3.4612 -2.38182 0.109267 0.157892 0.200829 0.0501465 0.149663 0.919507\n", + " 167 6.809e+00 1.524e+06 7.449e-01 -- 3.421e+02 -- -0.0396938 -0.36342 -1.4512 -1.74795 -2.34952 -2.73904 -3.4612 -2.32367 0.109303 0.15787 0.200977 0.0498882 0.1494 0.919507\n", + " 169 3.698e+00 1.765e+06 5.996e-01 -- 3.427e+02 -- -0.0667198 -0.363421 -1.4512 -1.74795 -2.3495 -2.73905 -3.4612 -2.26425 0.109332 0.157852 0.201095 0.0496903 0.149192 0.919507\n", + " 171 2.425e+00 2.021e+06 4.993e-01 -- 3.432e+02 -- -0.0913899 -0.363422 -1.4512 -1.74795 -2.34949 -2.73907 -3.4612 -2.20346 0.109355 0.157838 0.201191 0.0495391 0.149027 0.919507\n", + " 173 1.738e+00 2.292e+06 4.250e-01 -- 3.436e+02 -- -0.113555 -0.363423 -1.4512 -1.74795 -2.34948 -2.73908 -3.4612 -2.14116 0.109374 0.157827 0.20127 0.0494225 0.148895 0.919506\n", + " 175 1.307e+00 2.583e+06 3.649e-01 -- 3.440e+02 -- -0.133292 -0.363424 -1.4512 -1.74795 -2.34947 -2.73908 -3.4612 -2.0796 0.10939 0.157817 0.201335 0.049332 0.148788 0.919506\n", + " 177 1.047e+00 2.895e+06 3.223e-01 -- 3.443e+02 -- -0.150718 -0.363424 -1.4512 -1.74795 -2.34946 -2.73909 -3.4612 -2.01741 0.109403 0.15781 0.201391 0.0492627 0.148701 0.919505\n", + " 179 8.090e-01 3.236e+06 2.859e-01 -- 3.446e+02 -- -0.166497 -0.363425 -1.4512 -1.74795 -2.34945 -2.73909 -3.4612 -1.95757 0.109414 0.157804 0.201439 0.0492083 0.14863 0.919505\n", + " 181 6.080e-01 3.601e+06 2.585e-01 -- 3.449e+02 -- -0.179967 -0.363425 -1.4512 -1.74795 -2.34945 -2.7391 -3.4612 -1.89744 0.109423 0.157799 0.20148 0.0491661 0.148572 0.919504\n", + " 182 2.539e-01 3.660e+07 2.576e+00 -- 3.475e+02 -- -0.289393 -0.363427 -1.45119 -1.74796 -2.34941 -2.73913 -3.46121 -1.30909 0.109498 0.157756 0.201827 0.0488447 0.148088 0.919499\n", + " 184 4.016e-01 5.855e+07 2.221e-01 -- 3.477e+02 -- -0.282045 -0.363425 -1.45119 -1.74796 -2.34943 -2.73912 -3.46121 -1.30097 0.10948 0.157768 0.201786 0.0490279 0.148229 0.919497\n", + " 186 3.091e-01 6.932e+07 2.593e-03 -- 3.477e+02 -- -0.27144 -0.363425 -1.45119 -1.74796 -2.34943 -2.73912 -3.46121 -1.35322 0.10948 0.15777 0.201757 0.0490685 0.148251 0.919497\n", + " 187 2.851e-01 7.479e+06 1.835e+00 -- 3.458e+02 -- -0.321756 -0.363424 -1.4512 -1.74796 -2.34944 -2.73911 -3.46121 -1.77155 0.109467 0.157782 0.201631 0.0492586 0.148401 0.919498\n", + " 188 2.336e-01 2.433e+07 2.960e-01 -- 3.455e+02 -- -0.374916 -0.363436 -1.45119 -1.74795 -2.34932 -2.73919 -3.46121 -1.26642 0.109638 0.157681 0.202071 0.0478576 0.147162 0.919505\n", + " 190 1.438e-01 1.271e+07 1.388e+00 -- 3.469e+02 -- -0.381149 -0.363427 -1.45119 -1.74796 -2.3494 -2.73914 -3.46121 -1.23684 0.109523 0.157749 0.201855 0.0489144 0.148006 0.919497\n", + " 192 1.187e-01 1.489e+07 1.009e-01 -- 3.470e+02 -- -0.380686 -0.363426 -1.45119 -1.74796 -2.34942 -2.73913 -3.46121 -1.21905 0.109507 0.157758 0.201826 0.049072 0.148126 0.919496\n", + " 193 2.616e+00 1.803e+07 9.241e-01 -- 3.480e+02 -- -0.385652 -0.363423 -1.45119 -1.74796 -2.34943 -2.73912 -3.46121 -1.07438 0.109491 0.157771 0.201807 0.0493538 0.148299 0.919493\n", + " 194 5.869e-01 1.719e+09 1.149e+01 -- 3.365e+02 -- -0.106959 -0.363434 -1.45119 -1.74797 -2.34929 -2.73922 -3.46122 1.73606 0.109587 0.15766 0.202786 0.047551 0.147005 0.919497\n", + " 196 1.130e-01 9.258e+07 9.800e+00 -- 3.463e+02 -- -0.113236 -0.363424 -1.45119 -1.74797 -2.34939 -2.73916 -3.46121 1.65362 0.109461 0.157728 0.202605 0.0485995 0.147848 0.919488\n", + " 198 2.772e+00 1.481e+08 2.691e-01 -- 3.465e+02 -- -0.11407 -0.363423 -1.45119 -1.74797 -2.3494 -2.73915 -3.46121 1.63494 0.109445 0.157735 0.20259 0.0487043 0.147935 0.919487\n", + " 199 2.169e+00 1.764e+06 2.451e+00 -- 3.441e+02 -- -0.430263 -0.363426 -1.45119 -1.74795 -2.34941 -2.73915 -3.46121 -3.05269 0.109524 0.157742 0.201897 0.0488874 0.147882 0.919492\n", + " 201 1.913e+00 2.072e+06 3.862e-01 -- 3.445e+02 -- -0.523586 -0.363424 -1.45119 -1.74795 -2.34943 -2.73914 -3.46121 -3.00172 0.109506 0.157754 0.201892 0.049131 0.148027 0.919488\n", + " 203 1.779e+00 2.384e+06 3.220e-01 -- 3.448e+02 -- -0.623769 -0.363423 -1.45119 -1.74795 -2.34943 -2.73914 -3.46121 -2.9345 0.109515 0.15775 0.20193 0.0491329 0.147982 0.919486\n", + " 205 1.694e+00 2.724e+06 2.804e-01 -- 3.451e+02 -- -0.734739 -0.363423 -1.45119 -1.74795 -2.34943 -2.73915 -3.46121 -2.8405 0.109525 0.157746 0.201967 0.0491169 0.147929 0.919485\n", + " 207 1.635e+00 3.084e+06 2.445e-01 -- 3.453e+02 -- -0.85919 -0.363423 -1.45119 -1.74795 -2.34943 -2.73915 -3.46121 -2.70669 0.109533 0.157742 0.201998 0.0491085 0.147887 0.919483\n", + " 209 1.600e+00 3.438e+06 2.122e-01 -- 3.455e+02 -- -0.999683 -0.363423 -1.45119 -1.74795 -2.34943 -2.73915 -3.46121 -2.50076 0.109539 0.157739 0.202024 0.0491084 0.147855 0.919482\n", + " 211 2.671e+00 3.755e+06 1.835e-01 -- 3.457e+02 -- -1.15968 -0.363423 -1.45119 -1.74795 -2.34943 -2.73915 -3.46121 -2.16708 0.109544 0.157737 0.202047 0.0491139 0.147832 0.919481\n", + " 213 5.748e+00 3.882e+06 1.403e-01 -- 3.459e+02 -- -1.29788 -0.363423 -1.45119 -1.74795 -2.34944 -2.73915 -3.46121 -1.58825 0.109548 0.157736 0.202067 0.0491226 0.147813 0.91948\n", + " 215 6.833e+00 3.560e+06 8.682e-02 -- 3.459e+02 -- -1.27817 -0.363423 -1.45119 -1.74795 -2.34944 -2.73916 -3.46121 -0.6754 0.109551 0.157734 0.202086 0.0491335 0.147798 0.919479\n", + " 217 2.427e+00 3.223e+06 1.398e-01 -- 3.461e+02 -- -0.980173 -0.363423 -1.45119 -1.74795 -2.34944 -2.73916 -3.46121 -0.213922 0.109556 0.157733 0.202103 0.0491447 0.14778 0.919478\n", + " 219 1.487e+00 3.453e+06 2.184e-01 -- 3.463e+02 -- -0.786827 -0.363422 -1.45119 -1.74795 -2.34944 -2.73916 -3.46121 -0.162012 0.109559 0.157732 0.202119 0.0491691 0.147769 0.919477\n", + " 221 1.150e+00 3.793e+06 2.018e-01 -- 3.465e+02 -- -0.669794 -0.363422 -1.45119 -1.74795 -2.34944 -2.73916 -3.46121 -0.139676 0.109561 0.157732 0.202129 0.0492111 0.147775 0.919475\n", + " 223 1.019e+00 4.201e+06 1.765e-01 -- 3.467e+02 -- -0.592793 -0.363422 -1.45119 -1.74795 -2.34945 -2.73916 -3.46121 -0.12627 0.109561 0.157733 0.202135 0.0492592 0.147788 0.919474\n", + " 225 8.538e-01 4.676e+06 1.677e-01 -- 3.468e+02 -- -0.532414 -0.363421 -1.45119 -1.74795 -2.34945 -2.73915 -3.46121 -0.119629 0.10956 0.157734 0.202139 0.0493085 0.147804 0.919473\n", + " 227 8.801e-01 5.212e+06 1.505e-01 -- 3.470e+02 -- -0.486958 -0.363421 -1.45119 -1.74795 -2.34945 -2.73915 -3.46121 -0.114455 0.10956 0.157736 0.202142 0.0493586 0.147824 0.919472\n", + " 229 6.974e-01 5.828e+06 1.558e-01 -- 3.472e+02 -- -0.444102 -0.36342 -1.45119 -1.74795 -2.34946 -2.73915 -3.46121 -0.111906 0.109558 0.157737 0.202144 0.0494072 0.147843 0.919471\n", + " 231 7.119e-01 6.497e+06 1.325e-01 -- 3.473e+02 -- -0.41313 -0.36342 -1.45119 -1.74795 -2.34946 -2.73915 -3.46121 -0.105843 0.109556 0.157739 0.202144 0.0494579 0.147868 0.91947\n", + " 233 5.442e-01 7.244e+06 1.335e-01 -- 3.474e+02 -- -0.383719 -0.36342 -1.45119 -1.74795 -2.34946 -2.73915 -3.46121 -0.0984818 0.109554 0.157741 0.202145 0.0495033 0.147889 0.919469\n", + " 235 1.131e+00 8.076e+06 1.137e-01 -- 3.475e+02 -- -0.362839 -0.363419 -1.45119 -1.74795 -2.34947 -2.73915 -3.46121 -0.0938439 0.109552 0.157743 0.202143 0.0495491 0.147913 0.919469\n", + " 237 3.653e-01 8.999e+06 1.361e-01 -- 3.477e+02 -- -0.335364 -0.363419 -1.45119 -1.74795 -2.34947 -2.73915 -3.46121 -0.0832267 0.10955 0.157744 0.202146 0.0495886 0.147933 0.919468\n", + " 239 3.363e-01 1.004e+07 9.350e-02 -- 3.478e+02 -- -0.323113 -0.363418 -1.45119 -1.74795 -2.34947 -2.73914 -3.46121 -0.0832685 0.109547 0.157747 0.202141 0.0496366 0.147961 0.919467\n", + " 241 1.247e+00 1.121e+07 8.989e-02 -- 3.478e+02 -- -0.312392 -0.363418 -1.45119 -1.74795 -2.34947 -2.73914 -3.46121 -0.0860685 0.109546 0.157748 0.202138 0.0496699 0.147977 0.919467\n", + " 243 4.749e-01 1.245e+07 1.061e-01 -- 3.480e+02 -- -0.295953 -0.363418 -1.45119 -1.74795 -2.34948 -2.73914 -3.46121 -0.0753345 0.109544 0.157749 0.202141 0.049698 0.147993 0.919466\n", + " 245 6.925e-01 1.386e+07 8.248e-02 -- 3.480e+02 -- -0.287411 -0.363418 -1.45119 -1.74795 -2.34948 -2.73914 -3.46121 -0.0717567 0.109542 0.157751 0.202138 0.0497334 0.148014 0.919466\n", + " 247 2.983e+00 1.541e+07 5.421e-02 -- 3.481e+02 -- -0.28685 -0.363417 -1.45119 -1.74795 -2.34948 -2.73914 -3.46121 -0.0667875 0.109541 0.157752 0.202135 0.0497581 0.148028 0.919466\n", + " 248 1.312e+00 2.319e+07 5.164e-01 -- 3.486e+02 -- -0.185228 -0.363417 -1.45119 -1.74795 -2.34947 -2.73914 -3.46121 0.132449 0.109541 0.157752 0.202202 0.0498364 0.148059 0.919464\n", + " 250 1.351e+00 2.829e+07 1.424e-01 -- 3.488e+02 -- -0.170989 -0.363415 -1.45119 -1.74795 -2.34949 -2.73913 -3.46121 0.149822 0.109523 0.157762 0.202181 0.0499928 0.148185 0.919463\n", + " 251 4.563e+00 1.588e+08 1.471e+00 -- 3.473e+02 -- -0.220484 -0.36341 -1.4512 -1.74795 -2.34955 -2.7391 -3.46121 -0.0525833 0.109471 0.157803 0.201972 0.0506843 0.148669 0.919457\n", + " 253 4.464e+00 5.169e+07 1.638e+00 -- 3.489e+02 -- -0.228996 -0.363414 -1.45119 -1.74795 -2.34951 -2.73913 -3.46121 -0.0765774 0.109532 0.157768 0.202077 0.050136 0.148227 0.91946\n", + " 254 1.174e+00 1.462e+08 2.584e+00 -- 3.463e+02 -- -0.165269 -0.363424 -1.45119 -1.74795 -2.3494 -2.73918 -3.46121 0.26524 0.109648 0.157698 0.202403 0.0490414 0.147404 0.919469\n", + " 256 3.140e-01 3.210e+07 2.338e+00 -- 3.487e+02 -- -0.184679 -0.363416 -1.45119 -1.74795 -2.34947 -2.73913 -3.46121 0.254255 0.109557 0.157753 0.202214 0.0499032 0.148084 0.919464\n", + " 258 1.020e+00 3.780e+07 5.449e-02 -- 3.487e+02 -- -0.189584 -0.363416 -1.45119 -1.74795 -2.34948 -2.73913 -3.46121 0.262239 0.109548 0.157759 0.202195 0.049992 0.148154 0.919463\n", + " 259 9.690e-01 1.442e+07 3.727e-01 -- 3.484e+02 -- -0.0646749 -0.363416 -1.45119 -1.74796 -2.34945 -2.73913 -3.46121 0.529609 0.109531 0.157755 0.202322 0.0499443 0.148158 0.919466\n", + " 261 5.802e-01 2.148e+07 2.027e-01 -- 3.486e+02 -- -0.0584081 -0.363414 -1.45119 -1.74796 -2.34947 -2.73911 -3.46121 0.526988 0.109501 0.157773 0.202272 0.0502225 0.148376 0.919464\n", + " 263 2.171e+00 2.442e+07 8.307e-02 -- 3.486e+02 -- -0.0550193 -0.363413 -1.45119 -1.74796 -2.34948 -2.73911 -3.46121 0.523608 0.109493 0.157777 0.202259 0.0503048 0.148438 0.919463\n", + " 265 1.244e+00 2.695e+07 7.115e-02 -- 3.487e+02 -- -0.0430724 -0.363413 -1.45119 -1.74796 -2.34948 -2.73911 -3.46121 0.533686 0.109488 0.157779 0.202264 0.0503385 0.148465 0.919463\n", + " 267 5.411e-01 3.028e+07 6.665e-02 -- 3.488e+02 -- -0.037713 -0.363412 -1.45119 -1.74796 -2.34948 -2.7391 -3.46121 0.538519 0.109482 0.157783 0.202258 0.0503975 0.148511 0.919463\n", + " 269 5.807e-01 3.469e+07 1.242e-01 -- 3.489e+02 -- -0.0397535 -0.363412 -1.45119 -1.74796 -2.34949 -2.7391 -3.46121 0.509938 0.109479 0.157785 0.202246 0.0504397 0.148535 0.919462\n", + " 271 9.263e-01 3.892e+07 8.342e-02 -- 3.490e+02 -- -0.0420622 -0.363411 -1.45119 -1.74796 -2.34949 -2.7391 -3.46121 0.49377 0.109477 0.157787 0.202237 0.0504718 0.148554 0.919461\n", + " 273 1.045e+00 4.354e+07 8.479e-02 -- 3.491e+02 -- -0.0381661 -0.363411 -1.45119 -1.74796 -2.3495 -2.7391 -3.46121 0.48762 0.109476 0.157788 0.202238 0.0504836 0.14856 0.919461\n", + " 275 6.628e-01 4.858e+07 4.584e-02 -- 3.491e+02 -- -0.0341795 -0.363411 -1.45119 -1.74796 -2.3495 -2.7391 -3.46121 0.498943 0.109473 0.15779 0.202236 0.0505139 0.148586 0.919461\n", + " 277 3.138e+00 5.585e+07 1.196e-01 -- 3.492e+02 -- -0.031914 -0.363411 -1.45119 -1.74796 -2.3495 -2.7391 -3.46121 0.48038 0.10947 0.157791 0.202233 0.0505361 0.148596 0.91946\n", + " 278 1.106e+00 3.818e+07 1.331e+00 -- 3.479e+02 -- -0.132049 -0.363407 -1.4512 -1.74796 -2.34957 -2.73908 -3.46121 0.209795 0.109439 0.157817 0.202029 0.0510012 0.148874 0.919453\n", + " 280 3.299e-01 3.189e+07 1.021e+00 -- 3.489e+02 -- -0.138042 -0.363412 -1.45119 -1.74795 -2.34952 -2.73911 -3.46121 0.186601 0.109503 0.15778 0.202137 0.0504273 0.148408 0.919456\n", + " 282 1.357e+00 3.797e+07 6.512e-02 -- 3.490e+02 -- -0.142597 -0.363412 -1.45119 -1.74795 -2.34951 -2.73912 -3.46121 0.187456 0.109515 0.157773 0.202156 0.0503221 0.148322 0.919457\n", + " 284 3.374e-01 4.168e+07 2.378e-02 -- 3.490e+02 -- -0.16194 -0.363413 -1.45119 -1.74795 -2.34951 -2.73912 -3.46121 0.171472 0.109522 0.157771 0.202147 0.0502934 0.148293 0.919457\n", + " 286 1.284e+00 4.784e+07 8.469e-02 -- 3.491e+02 -- -0.157165 -0.363413 -1.45119 -1.74795 -2.34951 -2.73912 -3.46121 0.177257 0.109529 0.157766 0.202164 0.0502281 0.14824 0.919457\n", + " 287 5.863e+00 2.746e+07 7.569e-01 -- 3.483e+02 -- -0.0125226 -0.363413 -1.45119 -1.74795 -2.34949 -2.73912 -3.46121 0.404916 0.109511 0.157767 0.202299 0.0502314 0.148274 0.919458\n", + " 289 1.630e+00 3.365e+07 9.013e-01 -- 3.492e+02 -- -0.0198645 -0.363408 -1.4512 -1.74796 -2.34953 -2.73909 -3.46121 0.404159 0.109451 0.157802 0.202181 0.0507898 0.148716 0.919454\n", + " 291 6.748e+00 3.775e+07 7.961e-02 -- 3.493e+02 -- -0.0166256 -0.363408 -1.4512 -1.74796 -2.34954 -2.73909 -3.46121 0.400832 0.109447 0.157805 0.202176 0.0508312 0.148746 0.919454\n", + " 293 2.863e+00 4.073e+07 4.445e-02 -- 3.493e+02 -- -0.00540687 -0.363408 -1.4512 -1.74796 -2.34953 -2.73909 -3.46121 0.422946 0.109441 0.157807 0.202184 0.050862 0.148775 0.919454\n", + " 295 1.589e+01 4.688e+07 9.607e-02 -- 3.494e+02 -- -0.00385862 -0.363407 -1.4512 -1.74796 -2.34954 -2.73908 -3.46121 0.414394 0.109434 0.157811 0.202171 0.0509315 0.148827 0.919453\n", + " 297 9.102e+01 5.176e+07 5.621e-02 -- 3.495e+02 -- 0.00227262 -0.363407 -1.4512 -1.74796 -2.34954 -2.73908 -3.46121 0.424492 0.109429 0.157813 0.202172 0.0509648 0.148855 0.919453\n", + " 298 1.218e+00 1.223e+06 2.212e+00 -- 3.473e+02 -- -0.204579 -0.363401 -1.4512 -1.74795 -2.34966 -2.73907 -3.4612 -0.153771 0.109419 0.157847 0.201763 0.0516137 0.149147 0.91944\n", + " 300 7.366e-01 5.541e+06 7.566e-01 -- 3.480e+02 -- -0.179665 -0.363411 -1.4512 -1.74794 -2.34957 -2.73913 -3.46121 -0.141308 0.109542 0.157774 0.202006 0.0505035 0.148242 0.919447\n", + " 302 6.563e-01 6.257e+06 1.223e-01 -- 3.481e+02 -- -0.166432 -0.363412 -1.4512 -1.74794 -2.34956 -2.73913 -3.46121 -0.136129 0.109556 0.157767 0.202034 0.0504092 0.14815 0.919447\n", + " 304 6.204e-01 6.962e+06 1.049e-01 -- 3.482e+02 -- -0.155509 -0.363411 -1.4512 -1.74794 -2.34956 -2.73913 -3.46121 -0.128246 0.109555 0.157768 0.202033 0.0504491 0.148168 0.919446\n", + " 306 6.510e-01 7.764e+06 1.013e-01 -- 3.483e+02 -- -0.14586 -0.363411 -1.4512 -1.74794 -2.34956 -2.73913 -3.46121 -0.123823 0.109552 0.157771 0.202028 0.050505 0.1482 0.919446\n", + " 308 3.481e-01 8.654e+06 1.011e-01 -- 3.484e+02 -- -0.136364 -0.36341 -1.4512 -1.74794 -2.34957 -2.73913 -3.46121 -0.117368 0.109549 0.157773 0.202024 0.0505599 0.148233 0.919445\n", + " 310 4.054e-01 9.652e+06 7.879e-02 -- 3.485e+02 -- -0.131618 -0.36341 -1.4512 -1.74794 -2.34957 -2.73912 -3.46121 -0.117155 0.109545 0.157776 0.202015 0.0506154 0.148266 0.919444\n", + " 312 5.584e-01 1.075e+07 8.122e-02 -- 3.486e+02 -- -0.126283 -0.36341 -1.4512 -1.74794 -2.34957 -2.73912 -3.46121 -0.115499 0.109544 0.157777 0.202011 0.0506528 0.148287 0.919444\n", + " 314 4.952e-01 1.200e+07 9.239e-02 -- 3.487e+02 -- -0.119231 -0.363409 -1.4512 -1.74794 -2.34958 -2.73912 -3.46121 -0.115658 0.109542 0.157779 0.202007 0.0506895 0.148307 0.919443\n", + " 316 5.287e-01 1.338e+07 8.527e-02 -- 3.488e+02 -- -0.113326 -0.363409 -1.4512 -1.74794 -2.34958 -2.73912 -3.46121 -0.111769 0.109538 0.157781 0.202002 0.0507334 0.148335 0.919443\n", + " 318 8.017e-01 1.491e+07 8.643e-02 -- 3.489e+02 -- -0.107335 -0.363409 -1.4512 -1.74794 -2.34958 -2.73912 -3.46121 -0.108356 0.109536 0.157783 0.201998 0.0507734 0.14836 0.919442\n", + " 319 2.149e+01 1.344e+08 1.285e+00 -- 3.502e+02 -- -0.0771257 -0.363406 -1.4512 -1.74794 -2.3496 -2.7391 -3.46121 -0.0214826 0.109506 0.157804 0.20197 0.0511631 0.148633 0.91944\n", + " 322 5.016e+01 1.083e+08 7.733e-02 -- 3.501e+02 -- -0.0812549 -0.363406 -1.4512 -1.74794 -2.3496 -2.7391 -3.46121 -0.0261001 0.109507 0.157803 0.201968 0.0511544 0.148625 0.91944\n", + " 325 1.441e+01 1.887e+08 2.246e-01 -- 3.503e+02 -- -0.0735921 -0.363406 -1.4512 -1.74794 -2.3496 -2.7391 -3.46121 -0.0130075 0.109508 0.157802 0.201979 0.0511409 0.148617 0.91944\n", + " 328 7.901e+01 1.536e+08 9.576e-02 -- 3.502e+02 -- -0.0797361 -0.363406 -1.4512 -1.74794 -2.3496 -2.7391 -3.46121 -0.0148821 0.109509 0.157802 0.201976 0.0511349 0.148612 0.91944\n", + " 331 1.082e+01 1.784e+08 6.179e-02 -- 3.503e+02 -- -0.0795032 -0.363406 -1.4512 -1.74794 -2.3496 -2.7391 -3.46121 -0.0266401 0.10951 0.157801 0.201974 0.0511287 0.148603 0.91944\n", + " 333 4.675e+01 2.786e+08 1.995e-01 -- 3.505e+02 -- -0.0809661 -0.363407 -1.4512 -1.74794 -2.3496 -2.7391 -3.46121 -0.0554529 0.109514 0.157797 0.201978 0.0510476 0.148535 0.91944\n", + " 334 5.032e+00 2.430e+05 6.301e+00 -- 3.442e+02 -- -0.985862 -0.363409 -1.4512 -1.74792 -2.3498 -2.73912 -3.4612 -2.64765 0.109732 0.157802 0.200524 0.0514617 0.148271 0.919427\n", + " 336 1.413e+01 2.950e+05 3.625e-01 -- 3.445e+02 -- -1.28586 -0.363418 -1.4512 -1.74791 -2.3497 -2.73918 -3.46121 -1.84183 0.109927 0.157714 0.2008 0.0506701 0.147252 0.919428\n", + " 338 4.005e+01 3.176e+05 1.360e-01 -- 3.447e+02 -- -1.46152 -0.363418 -1.4512 -1.74791 -2.34969 -2.73919 -3.46121 0.760727 0.109999 0.157695 0.200857 0.0507901 0.147055 0.919422\n", + " 340 6.766e+00 4.153e+05 6.549e-02 -- 3.446e+02 -- -1.16152 -0.363417 -1.4512 -1.74791 -2.34969 -2.7392 -3.46121 -2.28614 0.110051 0.157686 0.200882 0.0510196 0.146972 0.919414\n", + " 342 2.742e+01 4.570e+05 2.707e-01 -- 3.449e+02 -- -1.46152 -0.363415 -1.4512 -1.7479 -2.3497 -2.73919 -3.46121 -0.739337 0.110077 0.157687 0.200893 0.0513039 0.146999 0.919408\n", + " 344 1.369e+01 4.823e+05 3.346e-02 -- 3.448e+02 -- -1.16152 -0.363414 -1.4512 -1.7479 -2.3497 -2.73919 -3.46121 1.28787 0.110109 0.157683 0.200916 0.0514964 0.146967 0.919402\n", + " 346 9.597e+00 6.439e+05 3.666e-01 -- 3.452e+02 -- -1.08009 -0.363413 -1.45119 -1.7479 -2.3497 -2.73919 -3.46121 -0.475334 0.110141 0.157677 0.200944 0.051654 0.146914 0.919397\n", + " 348 3.843e+01 6.683e+05 2.895e-01 -- 3.455e+02 -- -0.780091 -0.363412 -1.45119 -1.7479 -2.34971 -2.73919 -3.46121 -0.0191557 0.110155 0.157679 0.200954 0.051853 0.146942 0.919392\n", + " 350 2.431e+00 7.534e+05 4.815e-01 -- 3.460e+02 -- -0.516668 -0.363411 -1.45119 -1.7479 -2.34971 -2.73919 -3.46121 -0.0927694 0.110174 0.157677 0.20097 0.0519999 0.146932 0.919388\n", + " 352 2.128e+00 8.462e+05 3.602e-01 -- 3.463e+02 -- -0.391053 -0.363409 -1.4512 -1.7479 -2.34972 -2.73919 -3.46121 -0.102471 0.110182 0.15768 0.200966 0.0522036 0.146984 0.919383\n", + " 354 1.958e+00 9.507e+05 3.104e-01 -- 3.466e+02 -- -0.307832 -0.363408 -1.4512 -1.7479 -2.34973 -2.73918 -3.46121 -0.105727 0.110186 0.157686 0.200953 0.0524185 0.147058 0.919379\n", + " 356 1.882e+00 1.068e+06 2.733e-01 -- 3.469e+02 -- -0.247561 -0.363406 -1.4512 -1.7479 -2.34974 -2.73917 -3.46121 -0.106268 0.110186 0.157693 0.200935 0.0526364 0.147146 0.919376\n", + " 358 1.839e+00 1.199e+06 2.470e-01 -- 3.472e+02 -- -0.200962 -0.363405 -1.4512 -1.7479 -2.34976 -2.73916 -3.46121 -0.105856 0.110183 0.1577 0.200914 0.0528519 0.147243 0.919372\n", + " 360 1.795e+00 1.346e+06 2.241e-01 -- 3.474e+02 -- -0.164003 -0.363403 -1.4512 -1.7479 -2.34977 -2.73916 -3.46121 -0.105114 0.110179 0.157708 0.20089 0.053063 0.147344 0.919369\n", + " 362 1.817e+00 1.511e+06 2.017e-01 -- 3.476e+02 -- -0.134568 -0.363402 -1.4512 -1.7479 -2.34978 -2.73915 -3.46121 -0.103975 0.110173 0.157716 0.200865 0.053267 0.147448 0.919366\n", + " 364 1.856e+00 1.694e+06 1.860e-01 -- 3.478e+02 -- -0.110116 -0.3634 -1.4512 -1.7479 -2.34979 -2.73914 -3.46121 -0.103075 0.110167 0.157724 0.200841 0.0534605 0.14755 0.919364\n", + " 366 1.880e+00 1.899e+06 1.714e-01 -- 3.479e+02 -- -0.089674 -0.363399 -1.4512 -1.7479 -2.3498 -2.73913 -3.46121 -0.101649 0.110159 0.157732 0.200816 0.0536444 0.14765 0.919361\n", + " 368 1.968e+00 2.128e+06 1.562e-01 -- 3.481e+02 -- -0.0728171 -0.363398 -1.4512 -1.74789 -2.34981 -2.73912 -3.46121 -0.100506 0.110152 0.157739 0.200792 0.053818 0.147747 0.919359\n", + " 370 2.101e+00 2.382e+06 1.448e-01 -- 3.483e+02 -- -0.0584857 -0.363396 -1.4512 -1.74789 -2.34982 -2.73912 -3.46121 -0.099281 0.110145 0.157747 0.200769 0.0539785 0.147839 0.919357\n", + " 372 2.314e+00 2.665e+06 1.350e-01 -- 3.484e+02 -- -0.0461955 -0.363395 -1.4512 -1.74789 -2.34983 -2.73911 -3.46121 -0.0980682 0.110138 0.157753 0.200747 0.0541276 0.147925 0.919355\n", + " 374 2.560e+00 2.981e+06 1.272e-01 -- 3.485e+02 -- -0.0355074 -0.363394 -1.4512 -1.74789 -2.34984 -2.7391 -3.46121 -0.0975489 0.110131 0.15776 0.200727 0.0542661 0.148006 0.919354\n", + " 376 2.984e+00 3.332e+06 1.180e-01 -- 3.486e+02 -- -0.0264176 -0.363393 -1.4512 -1.74789 -2.34985 -2.7391 -3.46121 -0.0966277 0.110124 0.157766 0.200707 0.0543948 0.148083 0.919352\n", + " 378 3.745e+00 3.724e+06 1.111e-01 -- 3.487e+02 -- -0.0185355 -0.363392 -1.4512 -1.74789 -2.34985 -2.73909 -3.46121 -0.0961985 0.110118 0.157771 0.200689 0.0545125 0.148154 0.919351\n", + " 380 5.245e+00 4.158e+06 1.050e-01 -- 3.488e+02 -- -0.0115937 -0.363392 -1.4512 -1.74789 -2.34986 -2.73909 -3.46121 -0.0949656 0.110112 0.157777 0.200673 0.0546199 0.148219 0.919349\n", + " 382 9.697e+00 4.642e+06 9.994e-02 -- 3.489e+02 -- -0.00551311 -0.363391 -1.4512 -1.74789 -2.34987 -2.73908 -3.46121 -0.0945279 0.110106 0.157781 0.200657 0.0547192 0.148279 0.919348\n", + " 384 2.565e+02 5.180e+06 9.454e-02 -- 3.490e+02 -- -0.000167303 -0.36339 -1.4512 -1.74789 -2.34987 -2.73908 -3.46121 -0.0931954 0.110101 0.157786 0.200644 0.0548099 0.148335 0.919347\n", + " 386 9.880e+00 5.780e+06 8.805e-02 -- 3.491e+02 -- 0.00412335 -0.36339 -1.4512 -1.74789 -2.34988 -2.73907 -3.46121 -0.093928 0.110096 0.15779 0.20063 0.0548933 0.148386 0.919346\n", + " 388 4.224e+00 6.439e+06 8.467e-02 -- 3.492e+02 -- 0.00819704 -0.363389 -1.4512 -1.74789 -2.34988 -2.73907 -3.46121 -0.0916356 0.110092 0.157793 0.20062 0.054964 0.14843 0.919346\n", + " 390 2.907e+00 7.178e+06 8.143e-02 -- 3.493e+02 -- 0.0116595 -0.363389 -1.4512 -1.74789 -2.34988 -2.73907 -3.46121 -0.0913694 0.110088 0.157797 0.200609 0.0550314 0.148472 0.919345\n", + " 392 1.516e+00 7.995e+06 8.031e-02 -- 3.494e+02 -- 0.0150489 -0.363388 -1.4512 -1.74789 -2.34989 -2.73907 -3.46121 -0.0900351 0.110084 0.1578 0.2006 0.0550912 0.148509 0.919344\n", + " 394 2.049e+00 8.907e+06 7.170e-02 -- 3.494e+02 -- 0.0173306 -0.363388 -1.4512 -1.74789 -2.34989 -2.73906 -3.46121 -0.0887767 0.11008 0.157802 0.200591 0.0551488 0.148546 0.919344\n", + " 396 8.714e-01 9.911e+06 8.151e-02 -- 3.495e+02 -- 0.020882 -0.363387 -1.4512 -1.74789 -2.34989 -2.73906 -3.46121 -0.0870916 0.110078 0.157805 0.200585 0.0551934 0.148573 0.919343\n", + " 398 9.679e-01 1.107e+07 7.197e-02 -- 3.496e+02 -- 0.0227018 -0.363387 -1.4512 -1.74789 -2.3499 -2.73906 -3.46121 -0.0909551 0.110074 0.157808 0.200573 0.0552522 0.14861 0.919343\n", + " 400 1.270e+00 1.232e+07 7.128e-02 -- 3.497e+02 -- 0.024899 -0.363387 -1.4512 -1.74789 -2.3499 -2.73906 -3.46121 -0.0902504 0.110072 0.15781 0.200567 0.0552904 0.148634 0.919342\n", + " 402 6.361e-01 1.367e+07 7.507e-02 -- 3.497e+02 -- 0.0280603 -0.363386 -1.4512 -1.74789 -2.3499 -2.73905 -3.46121 -0.0837997 0.110068 0.157811 0.200565 0.0553281 0.14866 0.919342\n", + " 404 8.794e-01 1.528e+07 6.816e-02 -- 3.498e+02 -- 0.0292014 -0.363386 -1.4512 -1.74789 -2.34991 -2.73905 -3.46121 -0.0891302 0.110065 0.157814 0.200552 0.0553829 0.148695 0.919341\n", + " 406 3.784e-01 1.697e+07 7.227e-02 -- 3.499e+02 -- 0.0317693 -0.363386 -1.4512 -1.74789 -2.34991 -2.73905 -3.46121 -0.0855337 0.110063 0.157816 0.200551 0.0554098 0.148713 0.919341\n", + " 408 8.584e-01 1.892e+07 6.373e-02 -- 3.500e+02 -- 0.0329715 -0.363385 -1.4512 -1.74789 -2.34991 -2.73905 -3.46121 -0.0840924 0.110059 0.157818 0.200544 0.0554524 0.148743 0.919341\n", + " 410 2.281e-01 2.102e+07 7.585e-02 -- 3.500e+02 -- 0.0358016 -0.363385 -1.4512 -1.74789 -2.34991 -2.73905 -3.46121 -0.0818116 0.110057 0.15782 0.200541 0.0554798 0.148761 0.91934\n", + " 412 2.994e-01 2.352e+07 5.761e-02 -- 3.501e+02 -- 0.0358705 -0.363385 -1.4512 -1.74789 -2.34991 -2.73904 -3.46121 -0.0836779 0.110053 0.157822 0.200531 0.0555267 0.148795 0.91934\n", + " 414 7.158e-01 2.615e+07 5.648e-02 -- 3.501e+02 -- 0.0361137 -0.363385 -1.4512 -1.74789 -2.34991 -2.73904 -3.46121 -0.086183 0.110053 0.157823 0.200528 0.0555391 0.148801 0.91934\n", + " 415 4.481e+00 7.672e+07 5.225e-01 -- 3.507e+02 -- 0.027996 -0.363384 -1.4512 -1.74789 -2.34993 -2.73904 -3.46121 -0.147877 0.110054 0.157826 0.200473 0.0556367 0.148828 0.919338\n", + " 418 2.687e+00 9.990e+07 3.995e-02 -- 3.506e+02 -- 0.0267416 -0.363384 -1.4512 -1.74789 -2.34993 -2.73904 -3.46121 -0.148469 0.110055 0.157825 0.200475 0.0556202 0.148816 0.919338\n", + " 421 9.609e+00 8.090e+07 3.507e-02 -- 3.507e+02 -- 0.026023 -0.363384 -1.4512 -1.74789 -2.34992 -2.73904 -3.46121 -0.144961 0.110057 0.157824 0.200481 0.0556034 0.148804 0.919338\n", + " 423 8.329e+00 2.967e+08 1.085e+00 -- 3.496e+02 -- 0.0510295 -0.363386 -1.4512 -1.74789 -2.3499 -2.73905 -3.46121 -0.0496008 0.110067 0.157813 0.200579 0.0554229 0.148684 0.91934\n", + " 425 9.815e-01 4.106e+07 1.153e+00 -- 3.507e+02 -- 0.0367336 -0.363383 -1.4512 -1.74789 -2.34993 -2.73903 -3.4612 -0.0909145 0.110038 0.157835 0.200479 0.055778 0.148952 0.919338\n", + " 427 1.774e+00 2.140e+08 4.961e-01 -- 3.512e+02 -- 0.03879 -0.363384 -1.4512 -1.74789 -2.34992 -2.73904 -3.46121 -0.0998381 0.110055 0.157825 0.200503 0.0556283 0.14883 0.919338\n", + " 428 1.829e+01 3.065e+08 7.322e-02 -- 3.513e+02 -- 0.0449577 -0.363384 -1.4512 -1.74789 -2.3499 -2.73904 -3.46121 0.0772391 0.11003 0.157827 0.200623 0.0555725 0.148873 0.919341\n", + " 430 2.067e+00 2.772e+09 7.286e+00 -- 3.440e+02 -- 0.0871111 -0.363384 -1.4512 -1.74789 -2.34988 -2.73904 -3.46121 0.218532 0.110015 0.157828 0.200722 0.0555747 0.148913 0.919342\n", + " 433 9.668e-01 1.632e+09 2.268e+00 -- 3.463e+02 -- 0.0853101 -0.363384 -1.4512 -1.74789 -2.34989 -2.73903 -3.46121 0.215536 0.110009 0.157832 0.200707 0.0556372 0.148962 0.919342\n", + " 435 2.233e+00 5.145e+08 3.823e+00 -- 3.501e+02 -- 0.0895547 -0.363379 -1.4512 -1.74789 -2.34993 -2.739 -3.4612 0.194698 0.109954 0.157866 0.200601 0.0561718 0.149374 0.919338\n", + " 437 8.471e-01 1.114e+08 8.833e-01 -- 3.510e+02 -- 0.0957779 -0.363377 -1.4512 -1.74789 -2.34994 -2.73899 -3.4612 0.238181 0.109929 0.15788 0.200589 0.0563701 0.149554 0.919338\n", + " 440 2.255e+00 1.662e+08 1.147e-01 -- 3.511e+02 -- 0.0949666 -0.363377 -1.4512 -1.7479 -2.34994 -2.73899 -3.4612 0.239067 0.109928 0.15788 0.200586 0.0563808 0.149563 0.919338\n", + " 443 2.186e+00 2.435e+08 1.498e-01 -- 3.512e+02 -- 0.0928252 -0.363377 -1.4512 -1.7479 -2.34994 -2.73899 -3.4612 0.239188 0.109928 0.157881 0.200582 0.0563891 0.14957 0.919338\n", + " 445 3.207e+00 4.072e+07 7.106e-01 -- 3.505e+02 -- 0.104422 -0.363377 -1.4512 -1.7479 -2.34993 -2.73899 -3.4612 0.291471 0.109923 0.157882 0.200614 0.0563947 0.149592 0.919339\n", + " 446 3.453e+00 3.733e+06 4.698e+00 -- 3.458e+02 -- -0.0763908 -0.363361 -1.45121 -1.74788 -2.35021 -2.73891 -3.46119 -0.643341 0.10981 0.158001 0.199689 0.0585065 0.150869 0.919317\n", + " 448 2.985e+00 1.422e+06 1.924e+00 -- 3.478e+02 -- -0.0500124 -0.36339 -1.4512 -1.74786 -2.34993 -2.7391 -3.46121 -0.583889 0.110183 0.157776 0.200426 0.0551411 0.148099 0.919337\n", + " 450 3.389e+00 1.653e+06 2.223e-01 -- 3.480e+02 -- -0.0350817 -0.363393 -1.4512 -1.74786 -2.34989 -2.73912 -3.46121 -0.545114 0.110235 0.157748 0.200523 0.0547811 0.147759 0.919338\n", + " 452 4.450e+00 1.833e+06 1.695e-01 -- 3.482e+02 -- -0.0231916 -0.363393 -1.4512 -1.74786 -2.34989 -2.73912 -3.46121 -0.515006 0.110238 0.15775 0.200522 0.0548683 0.147787 0.919337\n", + " 454 7.001e+00 2.038e+06 1.566e-01 -- 3.483e+02 -- -0.0128712 -0.363392 -1.4512 -1.74786 -2.3499 -2.73911 -3.46121 -0.489289 0.110232 0.157756 0.200508 0.0550141 0.147866 0.919335\n", + " 456 2.133e+01 2.270e+06 1.442e-01 -- 3.485e+02 -- -0.00386017 -0.36339 -1.4512 -1.74786 -2.34991 -2.7391 -3.46121 -0.467919 0.110226 0.157762 0.200491 0.0551616 0.14795 0.919333\n", + " 458 1.676e+01 2.528e+06 1.371e-01 -- 3.486e+02 -- 0.00437402 -0.363389 -1.4512 -1.74786 -2.34991 -2.7391 -3.46121 -0.449042 0.11022 0.157769 0.200474 0.0553006 0.148032 0.919331\n", + " 460 5.489e+00 2.814e+06 1.297e-01 -- 3.487e+02 -- 0.0117036 -0.363388 -1.4512 -1.74786 -2.34992 -2.73909 -3.46121 -0.431565 0.110213 0.157775 0.200459 0.0554329 0.148111 0.91933\n", + " 462 3.102e+00 3.136e+06 1.197e-01 -- 3.488e+02 -- 0.018128 -0.363387 -1.4512 -1.74786 -2.34993 -2.73908 -3.46121 -0.41801 0.110206 0.157781 0.200442 0.0555588 0.148188 0.919329\n", + " 464 2.085e+00 3.494e+06 1.125e-01 -- 3.490e+02 -- 0.0237512 -0.363387 -1.4512 -1.74786 -2.34993 -2.73908 -3.46121 -0.405779 0.1102 0.157786 0.200427 0.0556737 0.148258 0.919327\n", + " 466 1.578e+00 3.891e+06 1.061e-01 -- 3.491e+02 -- 0.0287038 -0.363386 -1.4512 -1.74786 -2.34994 -2.73907 -3.46121 -0.394935 0.110194 0.157791 0.200413 0.0557793 0.148323 0.919326\n", + " 468 1.215e+00 4.333e+06 1.019e-01 -- 3.492e+02 -- 0.0332333 -0.363385 -1.4512 -1.74786 -2.34994 -2.73907 -3.46121 -0.385103 0.110188 0.157796 0.2004 0.0558765 0.148384 0.919325\n", + " 470 8.728e-01 4.825e+06 9.728e-02 -- 3.493e+02 -- 0.0372705 -0.363384 -1.4512 -1.74786 -2.34995 -2.73906 -3.46121 -0.376014 0.110183 0.1578 0.200388 0.0559674 0.148442 0.919324\n", + " 472 7.791e-01 5.374e+06 8.909e-02 -- 3.494e+02 -- 0.0405235 -0.363384 -1.4512 -1.74786 -2.34995 -2.73906 -3.46121 -0.368803 0.110178 0.157805 0.200376 0.0560518 0.148496 0.919323\n", + " 474 6.891e-01 5.981e+06 8.746e-02 -- 3.494e+02 -- 0.0436808 -0.363383 -1.4512 -1.74786 -2.34996 -2.73906 -3.46121 -0.362446 0.110173 0.157808 0.200366 0.0561246 0.148541 0.919323\n", + " 476 5.921e-01 6.661e+06 8.541e-02 -- 3.495e+02 -- 0.0466909 -0.363383 -1.4512 -1.74786 -2.34996 -2.73905 -3.46121 -0.357513 0.110169 0.157812 0.200356 0.0561939 0.148585 0.919322\n", + " 478 3.144e-01 7.415e+06 8.354e-02 -- 3.496e+02 -- 0.0494557 -0.363382 -1.4512 -1.74786 -2.34996 -2.73905 -3.46121 -0.352194 0.110165 0.157815 0.200346 0.0562588 0.148627 0.919321\n", + " 480 4.451e-01 8.264e+06 7.056e-02 -- 3.497e+02 -- 0.0510106 -0.363382 -1.4512 -1.74786 -2.34997 -2.73905 -3.46121 -0.349714 0.110161 0.157818 0.200336 0.0563208 0.148667 0.919321\n", + " 482 2.834e-01 9.191e+06 7.707e-02 -- 3.498e+02 -- 0.0532813 -0.363381 -1.4512 -1.74786 -2.34997 -2.73905 -3.46121 -0.346633 0.110159 0.15782 0.20033 0.0563633 0.148692 0.91932\n", + " 484 3.966e-01 1.023e+07 7.072e-02 -- 3.498e+02 -- 0.0547914 -0.363381 -1.4512 -1.74786 -2.34997 -2.73904 -3.46121 -0.342721 0.110156 0.157823 0.200323 0.0564112 0.148724 0.91932\n", + " 486 2.514e-01 1.136e+07 7.734e-02 -- 3.499e+02 -- 0.0569644 -0.363381 -1.4512 -1.74786 -2.34997 -2.73904 -3.46121 -0.337696 0.110153 0.157824 0.200319 0.056451 0.148749 0.919319\n", + " 488 2.119e-01 1.266e+07 6.951e-02 -- 3.500e+02 -- 0.0583964 -0.36338 -1.4512 -1.74786 -2.34998 -2.73904 -3.46121 -0.335476 0.11015 0.157827 0.20031 0.0565002 0.148783 0.919319\n", + " 490 1.907e-01 1.409e+07 6.640e-02 -- 3.500e+02 -- 0.0596337 -0.36338 -1.4512 -1.74786 -2.34998 -2.73904 -3.46121 -0.33443 0.110147 0.157829 0.200304 0.0565377 0.148807 0.919318\n", + " 492 2.838e-01 1.566e+07 6.668e-02 -- 3.501e+02 -- 0.060771 -0.36338 -1.4512 -1.74786 -2.34998 -2.73904 -3.46121 -0.330323 0.110145 0.157831 0.200301 0.0565667 0.148826 0.919318\n", + " 494 2.169e-01 1.737e+07 7.289e-02 -- 3.502e+02 -- 0.062496 -0.36338 -1.4512 -1.74786 -2.34998 -2.73903 -3.46121 -0.324585 0.110142 0.157832 0.200299 0.056597 0.148846 0.919318\n", + " 496 1.775e-01 1.940e+07 6.791e-02 -- 3.502e+02 -- 0.0638514 -0.363379 -1.4512 -1.74786 -2.34998 -2.73903 -3.46121 -0.32577 0.11014 0.157835 0.200289 0.0566408 0.148875 0.919317\n", + " 497 4.848e-01 6.026e+09 5.483e+00 -- 3.448e+02 -- 0.0541459 -0.363377 -1.4512 -1.74786 -2.35001 -2.73902 -3.4612 -0.383591 0.110125 0.157851 0.200189 0.056956 0.149081 0.919315\n", + " 499 3.946e+00 2.201e+08 6.636e+00 -- 3.514e+02 -- 0.0518619 -0.36338 -1.4512 -1.74786 -2.34998 -2.73904 -3.46121 -0.364994 0.110159 0.157825 0.200285 0.0565514 0.14877 0.919318\n", + "********************\n", + "0.071793 -0.363381 -1.4512 -1.74785 -2.35 -2.73904 -3.46121 -0.509038 0.110198 0.157822 0.200171 0.0565592 0.148673 0.919314\n", + "0.00680549 6.76709e-06 1.61276e-06 5.24533e-05 0.000285416 0.000268179 6.23129e-06 0.028847 0.000202035 7.49946e-05 0.000565924 0.00181438 0.00135023 0.000137249\n", + "-78607.4 133.971 0.348338 -0.642816 -0.163519 -0.0095348 0.0102973 -2654.2 38.5323 -4.2263 0.532549 -0.374281 -0.0618559 0.00134632\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:Line magic function `%autoreload` not found.\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'clag' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mget_ipython\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmagic\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mu'autoreload'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mp\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpe\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mclag\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrors\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mCx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mp\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpe\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'clag' is not defined" + ] + } + ], + "source": [ + "%autoreload\n", + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'fqd' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m----------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mxscale\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'log'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m;\u001b[0m \u001b[0mylim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0merrorbar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfqd\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlag\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0myerr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfmt\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'o'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mms\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mcolor\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"black\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0mlag\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'fqd' is not defined" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhMAAAFrCAYAAABrOgsVAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "\n", + "lag" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "mu,sigma = norm.fit(lag,loc=12e-2)\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10,color=\"black\")\n", + "plot(fqd,norm.pdf(fqd,mu,sigma))\n", + "mu,sigma\n", + "\n", + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/clag_analysis.ipynb b/lag/data/clag_analysis.ipynb new file mode 100644 index 0000000..26d4ab9 --- /dev/null +++ b/lag/data/clag_analysis.ipynb @@ -0,0 +1,195 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/3465A.lc\"\n", + "\n", + "dt=0.01\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fqL = np.logspace(np.log10(0.0049999999),np.log10(0.62032418),9)\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227,\n", + " 0.10747115, 0.16658029, 0.25819945, 0.40020915,\n", + " 0.62032418])\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "## load the first light curve\n", + "ref_time, ref_strength, ref_strength_err = np.loadtxt(ref_file,\n", + " skiprows=1).T" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "## initialize the psd class for multiple light curves ##\n", + "P1 = clag.clag('psd10r',\n", + " [ref_time], [ref_strength], [ref_strength_err],\n", + " dt, fqL)\n", + "ref_psd = np.ones(nfq)\n", + "ref_psd, ref_psd_err = clag.optimize(P1, ref_psd)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ref_psd, ref_psd_err = clag.errors(P1, ref_psd, ref_psd_err)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, ref_psd, yerr=ref_psd_err, fmt='o', ms=10)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Load second light curve\n", + "echo_time, echo_strength, echo_strength_err = np.loadtxt(echo_file,skiprows=1).T\n", + "P2 = clag.clag('psd10r', [echo_time], [echo_strength], [echo_strength_err], dt, fqL)\n", + "echo_psd = np.ones(nfq)\n", + "echo_psd, echo_psd_err = clag.optimize(P2, echo_psd)\n", + "echo_psd, echo_psd_err = clag.errors(P2, echo_psd, echo_psd_err)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, echo_psd, yerr=echo_psd_err, fmt='o', ms=10)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Cx = clag.clag('cxd10r',\n", + "\t\t\t\t[[ref_time,echo_time]], \n", + " \t[[ref_strength,echo_strength]],\n", + " \t[[ref_strength_err,echo_strength_err]], \n", + " dt, fqL, ref_psd, echo_psd)\n", + "\n", + "Cx_vals = np.concatenate( (ref_psd*0.7+echo_psd*0.4-0.3,ref_psd*0+0.1) )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Cx_vals, Cx_err = clag.optimize(Cx, Cx_vals)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "# errorbar(fqd, Cx_vals, yerr=Cx_err, fmt='o', ms=10)\n", + "Cx_vals" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "Cx_vals, Cx_err = clag.errors(Cx,Cx_vals,Cx_err)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/complete_clag_analysis-3471_origbins.ipynb b/lag/data/complete_clag_analysis-3471_origbins.ipynb new file mode 100644 index 0000000..2440f93 --- /dev/null +++ b/lag/data/complete_clag_analysis-3471_origbins.ipynb @@ -0,0 +1,734 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import sys\n", + "import getopt\n", + "sys.path.insert(1,\"/usr/local/science/clag/\")\n", + "import clag\n", + "%pylab inline\n", + "\n", + "ref_file=\"lc/1367A.lc\"\n", + "echo_file=\"lc/3471A.lc\"\n", + "\n", + "\n", + "dt = 0.01\n", + "t1, l1, l1e = np.loadtxt(ref_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0.005 , 0.01861938, 0.04473305, 0.06933623, 0.10747115,\n", + " 0.16658029, 0.25819945, 0.40020915, 0.62032418])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "\n", + "fqL = np.array([0.0049999999, 0.018619375, 0.044733049, 0.069336227, 0.10747115, 0.16658029, \n", + " 0.25819945, 0.40020915, 0.62032418])\n", + "# fqL = np.logspace(np.log10(0.0006),np.log10(1.2),11)\n", + "nfq = len(fqL) - 1\n", + "fqd = 10**(np.log10( (fqL[:-1]*fqL[1:]) )/2.)\n", + "\n", + "\n", + "fqL\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.342e-01 5.077e+01 inf -- -5.530e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.674e-01 5.065e+01 8.300e+01 -- -4.700e+02 -- 0.653018 0.587019 0.568277 0.567457 0.566281 0.566085 0.565773 0.566163\n", + " 3 3.298e+00 5.043e+01 8.075e+01 -- -3.893e+02 -- 0.414806 0.209135 0.141159 0.13784 0.133393 0.132728 0.131612 0.132761\n", + " 4 1.572e+00 5.010e+01 7.754e+01 -- -3.117e+02 -- 0.322539 -0.0834456 -0.273066 -0.284295 -0.297612 -0.299435 -0.302479 -0.300412\n", + " 5 5.908e-01 4.964e+01 7.386e+01 -- -2.379e+02 -- 0.302357 -0.214604 -0.654658 -0.688754 -0.723838 -0.729279 -0.736418 -0.733888\n", + " 6 3.713e-01 4.877e+01 6.953e+01 -- -1.683e+02 -- 0.284419 -0.200357 -0.96379 -1.05472 -1.13798 -1.15477 -1.17031 -1.16748\n", + " 7 2.709e-01 4.671e+01 6.269e+01 -- -1.056e+02 -- 0.277768 -0.185001 -1.13047 -1.34026 -1.52128 -1.56845 -1.6043 -1.60101\n", + " 8 2.135e-01 4.361e+01 5.281e+01 -- -5.282e+01 -- 0.277012 -0.185189 -1.16375 -1.49463 -1.83211 -1.9477 -2.03737 -2.03476\n", + " 9 1.764e-01 3.767e+01 4.019e+01 -- -1.264e+01 -- 0.282161 -0.184207 -1.17891 -1.53049 -2.01851 -2.24569 -2.46562 -2.46922\n", + " 10 1.508e-01 2.738e+01 2.645e+01 -- 1.382e+01 -- 0.289545 -0.182463 -1.18795 -1.52893 -2.08812 -2.41103 -2.87498 -2.90486\n", + " 11 1.349e-01 1.468e+01 1.390e+01 -- 2.772e+01 -- 0.293547 -0.180898 -1.1897 -1.52803 -2.10944 -2.46526 -3.22702 -3.34288\n", + " 12 1.358e-01 5.365e+00 5.378e+00 -- 3.309e+01 -- 0.295456 -0.179941 -1.19052 -1.52801 -2.11928 -2.48294 -3.46233 -3.79368\n", + " 13 1.868e-01 1.338e+00 1.633e+00 -- 3.473e+01 -- 0.297315 -0.17923 -1.19104 -1.52666 -2.12491 -2.48975 -3.55567 -4.30889\n", + " 14 6.248e-01 2.604e-01 4.517e-01 -- 3.518e+01 -- 0.299091 -0.178645 -1.191 -1.52463 -2.12805 -2.4915 -3.5672 -5.11363\n", + " 15 2.744e+02 2.611e-01 7.022e-02 -- 3.525e+01 -- 0.300248 -0.178286 -1.19075 -1.52307 -2.12961 -2.49161 -3.56337 -8\n", + " 16 2.745e+02 2.782e-01 4.368e-04 -- 3.525e+01 -- 0.300566 -0.178158 -1.19062 -1.52252 -2.13009 -2.49151 -3.5617 -8\n", + " 17 2.745e+02 2.805e-01 6.410e-05 -- 3.525e+01 -- 0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "********************\n", + "0.300599 -0.178134 -1.19059 -1.52242 -2.13017 -2.49148 -3.56148 -8\n", + "0.238931 0.202434 0.232634 0.177249 0.153039 0.132988 0.297259 3285.23\n", + "-0.000915535 -0.00131061 -0.00195128 -0.00497899 -0.0226059 -0.0776175 -0.280541 -0.000206646\n", + "********************\n" + ] + } + ], + "source": [ + "P1 = clag.clag('psd10r', [t1], [l1], [l1e], dt, fqL)\n", + "p1 = np.ones(nfq)\n", + "p1, p1e = clag.optimize(P1, p1)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 3.525e+01 3.480e+01 3.006e-01 5.395e-01 0.891 +++\n", + "+++ 3.525e+01 3.431e+01 3.006e-01 6.590e-01 1.87 +++\n", + "+++ 3.525e+01 3.458e+01 3.006e-01 5.993e-01 1.34 +++\n", + "+++ 3.525e+01 3.469e+01 3.006e-01 5.694e-01 1.11 +++\n", + "+++ 3.525e+01 3.475e+01 3.006e-01 5.545e-01 0.997 +++\n", + "\t### errors for param 1 ###\n", + "+++ 3.525e+01 3.476e+01 -1.781e-01 2.430e-02 0.973 +++\n", + "+++ 3.525e+01 3.421e+01 -1.781e-01 1.255e-01 2.07 +++\n", + "+++ 3.525e+01 3.451e+01 -1.781e-01 7.491e-02 1.48 +++\n", + "+++ 3.525e+01 3.464e+01 -1.781e-01 4.961e-02 1.21 +++\n", + "+++ 3.525e+01 3.470e+01 -1.781e-01 3.696e-02 1.09 +++\n", + "+++ 3.525e+01 3.473e+01 -1.781e-01 3.063e-02 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.781e-01 2.747e-02 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 3.525e+01 3.511e+01 -1.191e+00 -1.074e+00 0.276 +++\n", + "+++ 3.525e+01 3.495e+01 -1.191e+00 -1.016e+00 0.598 +++\n", + "+++ 3.525e+01 3.485e+01 -1.191e+00 -9.870e-01 0.8 +++\n", + "+++ 3.525e+01 3.479e+01 -1.191e+00 -9.725e-01 0.91 +++\n", + "+++ 3.525e+01 3.476e+01 -1.191e+00 -9.652e-01 0.968 +++\n", + "+++ 3.525e+01 3.475e+01 -1.191e+00 -9.616e-01 0.997 +++\n", + "\t### errors for param 3 ###\n", + "+++ 3.525e+01 3.482e+01 -1.522e+00 -1.345e+00 0.865 +++\n", + "+++ 3.525e+01 3.432e+01 -1.522e+00 -1.257e+00 1.86 +++\n", + "+++ 3.525e+01 3.459e+01 -1.522e+00 -1.301e+00 1.32 +++\n", + "+++ 3.525e+01 3.471e+01 -1.522e+00 -1.323e+00 1.08 +++\n", + "+++ 3.525e+01 3.476e+01 -1.522e+00 -1.334e+00 0.97 +++\n", + "+++ 3.525e+01 3.473e+01 -1.522e+00 -1.329e+00 1.03 +++\n", + "+++ 3.525e+01 3.475e+01 -1.522e+00 -1.331e+00 0.998 +++\n", + "\t### errors for param 4 ###\n", + "+++ 3.525e+01 3.481e+01 -2.130e+00 -1.977e+00 0.874 +++\n", + "+++ 3.525e+01 3.429e+01 -2.130e+00 -1.901e+00 1.91 +++\n", + "+++ 3.525e+01 3.457e+01 -2.130e+00 -1.939e+00 1.35 +++\n", + "+++ 3.525e+01 3.470e+01 -2.130e+00 -1.958e+00 1.1 +++\n", + "+++ 3.525e+01 3.476e+01 -2.130e+00 -1.968e+00 0.983 +++\n", + "+++ 3.525e+01 3.473e+01 -2.130e+00 -1.963e+00 1.04 +++\n", + "+++ 3.525e+01 3.474e+01 -2.130e+00 -1.965e+00 1.01 +++\n", + "+++ 3.525e+01 3.475e+01 -2.130e+00 -1.966e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 3.525e+01 3.474e+01 -2.491e+00 -2.358e+00 1.01 +++\n", + "+++ 3.525e+01 3.512e+01 -2.491e+00 -2.425e+00 0.263 +++\n", + "+++ 3.525e+01 3.496e+01 -2.491e+00 -2.392e+00 0.579 +++\n", + "+++ 3.525e+01 3.486e+01 -2.491e+00 -2.375e+00 0.781 +++\n", + "+++ 3.525e+01 3.480e+01 -2.491e+00 -2.367e+00 0.893 +++\n", + "+++ 3.525e+01 3.477e+01 -2.491e+00 -2.363e+00 0.952 +++\n", + "+++ 3.525e+01 3.476e+01 -2.491e+00 -2.361e+00 0.982 +++\n", + "+++ 3.525e+01 3.475e+01 -2.491e+00 -2.360e+00 0.997 +++\n", + "\t### errors for param 6 ###\n", + "+++ 3.525e+01 3.507e+01 -3.561e+00 -3.413e+00 0.363 +++\n", + "+++ 3.525e+01 3.484e+01 -3.561e+00 -3.339e+00 0.814 +++\n", + "+++ 3.525e+01 3.468e+01 -3.561e+00 -3.301e+00 1.13 +++\n", + "+++ 3.525e+01 3.477e+01 -3.561e+00 -3.320e+00 0.962 +++\n", + "+++ 3.525e+01 3.473e+01 -3.561e+00 -3.311e+00 1.04 +++\n", + "+++ 3.525e+01 3.475e+01 -3.561e+00 -3.315e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 3.525e+01 3.524e+01 -8.000e+00 -6.000e+00 0.0178 +++\n", + "+++ 3.525e+01 3.515e+01 -8.000e+00 -5.000e+00 0.187 +++\n", + "+++ 3.525e+01 3.494e+01 -8.000e+00 -4.500e+00 0.618 +++\n", + "+++ 3.525e+01 3.466e+01 -8.000e+00 -4.250e+00 1.18 +++\n", + "+++ 3.525e+01 3.482e+01 -8.000e+00 -4.375e+00 0.851 +++\n", + "+++ 3.525e+01 3.475e+01 -8.000e+00 -4.312e+00 1 +++\n", + "********************\n", + "0.300605 -0.178131 -1.19059 -1.52241 -2.13019 -2.49148 -3.56144 -8\n", + "0.253864 0.205597 0.228999 0.191096 0.1638 0.131949 0.246154 3.6875\n", + "********************\n" + ] + } + ], + "source": [ + "p1, p1e = clag.errors(P1, p1, p1e)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\ngg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-4,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAg8AAAFkCAYAAACn/timAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t2, l2, l2e = np.loadtxt(echo_file).T\n", + "errorbar(t1, l1, yerr=l1e, fmt='o')\n", + "errorbar(t2, l2, yerr=l2e, fmt='o')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 4.362e-01 5.425e+01 inf -- -3.468e+02 -- 1 1 1 1 1 1 1 1\n", + " 2 7.747e-01 5.347e+01 7.019e+01 -- -2.766e+02 -- 0.58045 0.569962 0.564602 0.563764 0.567626 0.565054 0.565279 0.564008\n", + " 3 3.447e+00 5.213e+01 6.905e+01 -- -2.076e+02 -- 0.198681 0.140203 0.130333 0.127063 0.134237 0.12998 0.131082 0.127044\n", + " 4 1.448e+00 4.998e+01 6.682e+01 -- -1.408e+02 -- -0.0825582 -0.283347 -0.300715 -0.310826 -0.299703 -0.304649 -0.30132 -0.310849\n", + " 5 5.884e-01 4.684e+01 6.330e+01 -- -7.746e+01 -- -0.194194 -0.676998 -0.726162 -0.750752 -0.733583 -0.738758 -0.729946 -0.74976\n", + " 6 3.739e-01 4.258e+01 5.850e+01 -- -1.895e+01 -- -0.203226 -0.953186 -1.14229 -1.19152 -1.16459 -1.17342 -1.15279 -1.19094\n", + " 7 2.741e-01 3.740e+01 5.292e+01 -- 3.397e+01 -- -0.205901 -0.9956 -1.54459 -1.63073 -1.58521 -1.61127 -1.5669 -1.63629\n", + " 8 2.128e-01 3.180e+01 4.679e+01 -- 8.076e+01 -- -0.180502 -0.943953 -1.92935 -2.06126 -1.98071 -2.05288 -1.97074 -2.08385\n", + " 9 1.675e-01 2.595e+01 3.791e+01 -- 1.187e+02 -- -0.15428 -0.934563 -2.26437 -2.45352 -2.31988 -2.48374 -2.35707 -2.52729\n", + " 10 1.286e-01 2.002e+01 2.537e+01 -- 1.440e+02 -- -0.13956 -0.939381 -2.49352 -2.71726 -2.56371 -2.84902 -2.70919 -2.95055\n", + " 11 9.197e-02 1.277e+01 1.299e+01 -- 1.570e+02 -- -0.130332 -0.946187 -2.57446 -2.74449 -2.69402 -3.05697 -3.00449 -3.33007\n", + " 12 5.076e-02 6.047e+00 5.021e+00 -- 1.621e+02 -- -0.124515 -0.945944 -2.55165 -2.71422 -2.73704 -3.10737 -3.209 -3.63633\n", + " 13 1.434e-02 1.485e+00 1.060e+00 -- 1.631e+02 -- -0.12047 -0.945369 -2.54157 -2.70197 -2.76441 -3.10602 -3.30159 -3.8209\n", + " 14 4.769e-03 3.557e-01 7.280e-02 -- 1.632e+02 -- -0.119516 -0.946002 -2.53635 -2.69518 -2.78858 -3.10381 -3.32152 -3.8757\n", + " 15 2.150e-03 1.530e-01 4.222e-03 -- 1.632e+02 -- -0.119506 -0.945491 -2.53265 -2.69429 -2.80187 -3.10094 -3.32488 -3.87969\n", + " 16 1.017e-03 7.109e-02 8.430e-04 -- 1.632e+02 -- -0.119394 -0.945124 -2.53033 -2.69448 -2.8079 -3.09858 -3.32603 -3.87983\n", + " 17 4.817e-04 3.356e-02 1.918e-04 -- 1.632e+02 -- -0.119311 -0.944963 -2.52941 -2.69447 -2.81076 -3.09727 -3.32654 -3.87984\n", + " 18 2.335e-04 1.618e-02 4.417e-05 -- 1.632e+02 -- -0.119282 -0.944891 -2.52886 -2.69454 -2.81211 -3.09664 -3.32676 -3.87987\n", + "********************\n", + "-0.119282 -0.944891 -2.52886 -2.69454 -2.81211 -3.09664 -3.32676 -3.87987\n", + "0.233661 0.204163 0.319993 0.254151 0.198248 0.179386 0.161786 0.221522\n", + "0.000372164 0.000983332 0.00164575 -0.000696472 -0.0161795 0.00744155 -0.00415795 -0.000828998\n", + "********************\n" + ] + } + ], + "source": [ + "P2 = clag.clag('psd10r', [t2], [l2], [l2e], dt, fqL)\n", + "p2 = np.ones(nfq)\n", + "p2, p2e = clag.optimize(P2, p2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgkAAAFrCAYAAABbtho0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log'); ylim(-6,2)\n", + "errorbar(fqd, p1, yerr=p1e, fmt='o', ms=10)\n", + "errorbar(fqd, p2, yerr=p2e, fmt='o', ms=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.144e-01 0.905 +++\n", + "+++ 1.632e+02 1.622e+02 -1.193e-01 2.312e-01 1.9 +++\n", + "+++ 1.632e+02 1.625e+02 -1.193e-01 1.728e-01 1.37 +++\n", + "+++ 1.632e+02 1.626e+02 -1.193e-01 1.436e-01 1.13 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.290e-01 1.01 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.217e-01 0.958 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.254e-01 0.985 +++\n", + "+++ 1.632e+02 1.627e+02 -1.193e-01 1.272e-01 0.999 +++\n", + "\t### errors for param 1 ###\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.407e-01 0.961 +++\n", + "+++ 1.632e+02 1.622e+02 -9.449e-01 -6.386e-01 2.04 +++\n", + "+++ 1.632e+02 1.625e+02 -9.449e-01 -6.897e-01 1.46 +++\n", + "+++ 1.632e+02 1.626e+02 -9.449e-01 -7.152e-01 1.2 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.279e-01 1.08 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.343e-01 1.02 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.375e-01 0.989 +++\n", + "+++ 1.632e+02 1.627e+02 -9.449e-01 -7.359e-01 1 +++\n", + "\t### errors for param 2 ###\n", + "+++ 1.632e+02 1.630e+02 -2.529e+00 -2.369e+00 0.307 +++\n", + "+++ 1.632e+02 1.629e+02 -2.529e+00 -2.289e+00 0.681 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.249e+00 0.919 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.229e+00 1.05 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.239e+00 0.984 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.234e+00 1.02 +++\n", + "+++ 1.632e+02 1.627e+02 -2.529e+00 -2.236e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 1.632e+02 1.630e+02 -2.695e+00 -2.567e+00 0.306 +++\n", + "+++ 1.632e+02 1.629e+02 -2.695e+00 -2.504e+00 0.681 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.472e+00 0.922 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.456e+00 1.05 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.464e+00 0.988 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.460e+00 1.02 +++\n", + "+++ 1.632e+02 1.627e+02 -2.695e+00 -2.462e+00 1 +++\n", + "\t### errors for param 4 ###\n", + "+++ 1.632e+02 1.629e+02 -2.813e+00 -2.614e+00 0.665 +++\n", + "+++ 1.632e+02 1.624e+02 -2.813e+00 -2.515e+00 1.57 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.565e+00 1.07 +++\n", + "+++ 1.632e+02 1.628e+02 -2.813e+00 -2.590e+00 0.853 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.577e+00 0.956 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.571e+00 1.01 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.574e+00 0.983 +++\n", + "+++ 1.632e+02 1.627e+02 -2.813e+00 -2.573e+00 0.997 +++\n", + "\t### errors for param 5 ###\n", + "+++ 1.632e+02 1.628e+02 -3.096e+00 -2.917e+00 0.837 +++\n", + "+++ 1.632e+02 1.623e+02 -3.096e+00 -2.827e+00 1.87 +++\n", + "+++ 1.632e+02 1.625e+02 -3.096e+00 -2.872e+00 1.29 +++\n", + "+++ 1.632e+02 1.627e+02 -3.096e+00 -2.895e+00 1.06 +++\n", + "+++ 1.632e+02 1.627e+02 -3.096e+00 -2.906e+00 0.947 +++\n", + "+++ 1.632e+02 1.627e+02 -3.096e+00 -2.900e+00 1 +++\n", + "\t### errors for param 6 ###\n", + "+++ 1.632e+02 1.627e+02 -3.327e+00 -3.165e+00 0.992 +++\n", + "\t### errors for param 7 ###\n", + "+++ 1.632e+02 1.631e+02 -3.880e+00 -3.769e+00 0.278 +++\n", + "+++ 1.632e+02 1.629e+02 -3.880e+00 -3.714e+00 0.631 +++\n", + "+++ 1.632e+02 1.628e+02 -3.880e+00 -3.686e+00 0.862 +++\n", + "+++ 1.632e+02 1.627e+02 -3.880e+00 -3.672e+00 0.991 +++\n", + "********************\n", + "-0.119263 -0.944854 -2.52866 -2.69453 -2.81277 -3.09632 -3.32687 -3.87987\n", + "0.246439 0.208948 0.29245 0.232296 0.24017 0.196142 0.161799 0.207668\n", + "********************\n" + ] + } + ], + "source": [ + "p2, p2e = clag.errors(P2, p2, p2e)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 1 2.664e+02 1.060e+01 inf -- 2.187e+02 -- -0.209329 -0.861493 -2.15962 -2.40847 -2.77148 -3.0939 -3.74416 -6.23993 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1\n", + " 3 2.987e+01 1.264e+01 2.257e+00 -- 2.210e+02 -- -0.16831 -0.824919 -2.12464 -2.39488 -2.7608 -3.0706 -3.74724 -5.93993 0.0804747 0.16472 0.155918 0.19816 0.150032 0.148466 -0.0426696 2.76354\n", + " 5 3.330e+01 1.479e+01 2.062e+00 -- 2.230e+02 -- -0.134691 -0.793404 -2.09481 -2.37915 -2.74942 -3.04926 -3.74185 -6.23993 0.0666414 0.2131 0.199386 0.281712 0.193626 0.185727 -0.170109 -2.41599\n", + " 7 4.032e+02 1.707e+01 1.889e+00 -- 2.249e+02 -- -0.106698 -0.766368 -2.06929 -2.36269 -2.73774 -3.02999 -3.73105 -6.53993 0.0565128 0.250258 0.234434 0.352126 0.231411 0.214451 -0.279352 -0.654819\n", + " 9 1.006e+02 1.948e+01 1.734e+00 -- 2.267e+02 -- -0.0831017 -0.743148 -2.04735 -2.34643 -2.7261 -3.0127 -3.71739 -6.23993 0.0489265 0.27947 0.263536 0.411371 0.264011 0.236678 -0.370557 0.617417\n", + " 11 5.264e+01 2.201e+01 1.603e+00 -- 2.283e+02 -- -0.0630157 -0.723142 -2.02838 -2.33091 -2.71472 -2.99725 -3.70277 -5.93993 0.0431576 0.302888 0.288287 0.46139 0.292059 0.253914 -0.445773 0.691506\n", + " 13 3.251e+00 2.467e+01 1.448e+00 -- 2.297e+02 -- -0.0457823 -0.705838 -2.0119 -2.31642 -2.70374 -2.98344 -3.68838 -5.63993 0.0387303 0.321962 0.309779 0.503862 0.316158 0.267284 -0.507655 -2.9489\n", + " 15 5.697e+00 2.744e+01 1.389e+00 -- 2.311e+02 -- -0.0308979 -0.690819 -1.99751 -2.30307 -2.6933 -2.97112 -3.67473 -5.93993 0.0353185 0.337702 0.32866 0.540271 0.336854 0.27759 -0.559235 -3.12456\n", + " 17 9.962e+01 3.030e+01 1.295e+00 -- 2.324e+02 -- -0.0179753 -0.677732 -1.9849 -2.29088 -2.68339 -2.9601 -3.66228 -6.23993 0.0326949 0.350836 0.34562 0.571642 0.354613 0.285527 -0.602072 1.49229\n", + " 19 8.259e+01 3.325e+01 1.196e+00 -- 2.336e+02 -- -0.00670527 -0.666291 -1.97381 -2.2798 -2.67406 -2.95025 -3.6511 -5.93993 0.0306947 0.361894 0.361049 0.598897 0.369841 0.291591 -0.63793 -0.807155\n", + " 21 5.466e+01 3.625e+01 1.126e+00 -- 2.347e+02 -- 0.00316205 -0.65626 -1.96403 -2.26977 -2.6653 -2.94143 -3.64118 -5.63993 0.0291917 0.371274 0.375204 0.622756 0.382913 0.296138 -0.668602 -0.4239\n", + " 23 9.811e+00 3.926e+01 1.030e+00 -- 2.358e+02 -- 0.0118288 -0.647441 -1.95537 -2.26071 -2.65711 -2.93352 -3.63242 -5.33993 0.0280965 0.379279 0.388328 0.643807 0.394112 0.29949 -0.69488 1.89304\n", + " 24 1.540e+02 1.799e+03 6.966e+00 -- 2.427e+02 -- 0.0881649 -0.569745 -1.87911 -2.17878 -2.58105 -2.86227 -3.55241 -6.66644 0.0206511 0.447973 0.510379 0.832388 0.489337 0.32364 -0.914155 2.17049\n", + " 25 6.954e+03 5.225e+01 3.722e+00 -- 2.464e+02 -- 0.0820074 -0.577455 -1.8985 -2.17524 -2.54532 -2.85023 -3.57378 -8 0.0966827 0.412543 0.647274 0.885367 0.477195 0.280838 -0.833819 0.980251\n", + " 26 6.093e+00 2.044e+01 2.548e-01 -- 2.467e+02 -- 0.0836413 -0.576897 -1.8864 -2.18141 -2.55069 -2.85268 -3.54966 -5 0.0710854 0.434328 0.591545 0.904499 0.417485 0.266475 -0.938934 1.34469\n", + " 27 1.995e+00 5.009e+00 1.592e-01 -- 2.469e+02 -- 0.0831948 -0.576805 -1.88848 -2.17663 -2.54734 -2.85305 -3.5567 -4.22205 0.0761925 0.426631 0.625953 0.910649 0.424127 0.266244 -0.891405 -0.565813\n", + " 28 1.248e+00 1.375e+01 4.599e-02 -- 2.469e+02 -- 0.0833105 -0.576655 -1.88396 -2.17799 -2.5475 -2.85314 -3.57374 -4.03476 0.0730522 0.429262 0.625062 0.905512 0.418149 0.264942 -0.967314 0.563133\n", + " 29 2.171e+00 9.396e+00 3.382e-01 -- 2.472e+02 -- 0.0829995 -0.576375 -1.88776 -2.17599 -2.54493 -2.85329 -3.58608 -4.02931 0.0763743 0.428086 0.638377 0.920493 0.411594 0.274496 -0.815157 -0.139608\n", + " 30 9.841e-01 1.149e+01 1.388e-01 -- 2.474e+02 -- 0.0832295 -0.57636 -1.88467 -2.17976 -2.54698 -2.8543 -3.58978 -3.89975 0.0738415 0.429686 0.629413 0.910992 0.412336 0.271501 -0.957932 0.163421\n", + " 31 2.338e+01 3.752e+00 6.030e-02 -- 2.474e+02 -- 0.0829583 -0.576172 -1.88634 -2.17783 -2.54432 -2.85466 -3.60447 -3.874 0.0761271 0.428633 0.633503 0.910755 0.410289 0.277401 -0.858061 0.00260138\n", + " 32 3.920e-01 3.182e+00 1.581e-02 -- 2.475e+02 -- 0.0830523 -0.576117 -1.88559 -2.18042 -2.54532 -2.85537 -3.60659 -3.85372 0.0749087 0.429912 0.628364 0.908088 0.410987 0.278401 -0.917876 0.0634286\n", + " 33 3.181e-01 1.292e+00 4.081e-03 -- 2.475e+02 -- 0.0829733 -0.576083 -1.88614 -2.17987 -2.54423 -2.85554 -3.60968 -3.84594 0.0757541 0.429324 0.627903 0.906455 0.410964 0.280705 -0.882158 0.0385634\n", + " 34 9.740e-02 4.768e-01 1.118e-03 -- 2.475e+02 -- 0.0830058 -0.576059 -1.88614 -2.18078 -2.54437 -2.85582 -3.61078 -3.84115 0.0755814 0.429797 0.625777 0.906066 0.411713 0.281667 -0.897167 0.0508303\n", + " 35 6.139e-02 4.667e-01 3.378e-04 -- 2.475e+02 -- 0.0829936 -0.576051 -1.88632 -2.18077 -2.54398 -2.85585 -3.61168 -3.83901 0.0759106 0.429622 0.624827 0.905205 0.411841 0.282606 -0.888007 0.0458794\n", + " 36 2.074e-02 6.100e-02 1.146e-04 -- 2.475e+02 -- 0.0830052 -0.576043 -1.8864 -2.18106 -2.54393 -2.85595 -3.61204 -3.83759 0.0759487 0.42976 0.623936 0.905027 0.412248 0.283153 -0.891435 0.0486959\n", + " 37 1.454e-02 1.834e-01 4.331e-05 -- 2.475e+02 -- 0.0830055 -0.57604 -1.88647 -2.18112 -2.54378 -2.85597 -3.61236 -3.83689 0.0760799 0.429719 0.623352 0.904662 0.412343 0.283555 -0.889115 0.047686\n", + "********************\n", + "0.0830055 -0.57604 -1.88647 -2.18112 -2.54378 -2.85597 -3.61236 -3.83689 0.0760799 0.429719 0.623352 0.904662 0.412343 0.283555 -0.889115 0.047686\n", + "0.00496524 0.0080639 0.0332817 0.053869 0.0497847 0.0510814 0.188809 0.22006 0.0806462 0.0938084 0.215752 0.243886 0.211727 0.201233 0.481882 0.380625\n", + "0.183432 0.0383088 -0.0465819 -0.037514 0.0169821 -0.0145299 -0.00365015 0.00975964 0.0073746 0.00371696 -0.00866648 -0.0017458 0.00395749 0.0070437 -0.00320102 0.00463012\n", + "********************\n" + ] + } + ], + "source": [ + "Cx = clag.clag('cxd10r', [[t1,t2]], [[l1,l2]], [[l1e,l2e]], dt, fqL, p1, p2)\n", + "p = np.concatenate( ((p1+p2)*0.5-0.3,p1*0+0.1) ) # a good starting point generally\n", + "p, pe = clag.optimize(Cx, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\t### errors for param 0 ###\n", + "+++ 2.475e+02 2.473e+02 8.301e-02 8.549e-02 0.306 +++\n", + "+++ 2.475e+02 2.470e+02 8.301e-02 8.673e-02 0.912 +++\n", + "+++ 2.475e+02 2.467e+02 8.301e-02 8.735e-02 1.46 +++\n", + "+++ 2.475e+02 2.469e+02 8.301e-02 8.704e-02 1.16 +++\n", + "+++ 2.475e+02 2.469e+02 8.301e-02 8.689e-02 1.03 +++\n", + "+++ 2.475e+02 2.470e+02 8.301e-02 8.681e-02 0.969 +++\n", + "+++ 2.475e+02 2.470e+02 8.301e-02 8.685e-02 0.999 +++\n", + "\t### errors for param 1 ###\n", + "+++ 2.475e+02 2.473e+02 -5.760e-01 -5.720e-01 0.399 +++\n", + "+++ 2.475e+02 2.469e+02 -5.760e-01 -5.700e-01 1.13 +++\n", + "+++ 2.475e+02 2.471e+02 -5.760e-01 -5.710e-01 0.698 +++\n", + "+++ 2.475e+02 2.470e+02 -5.760e-01 -5.705e-01 0.897 +++\n", + "+++ 2.475e+02 2.470e+02 -5.760e-01 -5.702e-01 1.01 +++\n", + "\t### errors for param 2 ###\n", + "+++ 2.475e+02 2.473e+02 -1.887e+00 -1.870e+00 0.291 +++\n", + "+++ 2.475e+02 2.470e+02 -1.887e+00 -1.862e+00 0.915 +++\n", + "+++ 2.475e+02 2.467e+02 -1.887e+00 -1.857e+00 1.53 +++\n", + "+++ 2.475e+02 2.469e+02 -1.887e+00 -1.859e+00 1.18 +++\n", + "+++ 2.475e+02 2.469e+02 -1.887e+00 -1.860e+00 1.04 +++\n", + "+++ 2.475e+02 2.470e+02 -1.887e+00 -1.861e+00 0.971 +++\n", + "+++ 2.475e+02 2.470e+02 -1.887e+00 -1.861e+00 1 +++\n", + "\t### errors for param 3 ###\n", + "+++ 2.475e+02 2.473e+02 -2.181e+00 -2.154e+00 0.29 +++\n", + "+++ 2.475e+02 2.471e+02 -2.181e+00 -2.141e+00 0.808 +++\n", + "+++ 2.475e+02 2.468e+02 -2.181e+00 -2.134e+00 1.25 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.137e+00 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.139e+00 0.905 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.138e+00 0.957 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.138e+00 0.984 +++\n", + "+++ 2.475e+02 2.470e+02 -2.181e+00 -2.138e+00 0.997 +++\n", + "\t### errors for param 4 ###\n", + "+++ 2.475e+02 2.470e+02 -2.544e+00 -2.494e+00 0.973 +++\n", + "+++ 2.475e+02 2.459e+02 -2.544e+00 -2.469e+00 3.08 +++\n", + "+++ 2.475e+02 2.466e+02 -2.544e+00 -2.482e+00 1.78 +++\n", + "+++ 2.475e+02 2.468e+02 -2.544e+00 -2.488e+00 1.32 +++\n", + "+++ 2.475e+02 2.469e+02 -2.544e+00 -2.491e+00 1.14 +++\n", + "+++ 2.475e+02 2.469e+02 -2.544e+00 -2.492e+00 1.05 +++\n", + "+++ 2.475e+02 2.470e+02 -2.544e+00 -2.493e+00 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 -2.544e+00 -2.494e+00 0.993 +++\n", + "\t### errors for param 5 ###\n", + "+++ 2.475e+02 2.473e+02 -2.856e+00 -2.830e+00 0.277 +++\n", + "+++ 2.475e+02 2.471e+02 -2.856e+00 -2.818e+00 0.713 +++\n", + "+++ 2.475e+02 2.469e+02 -2.856e+00 -2.811e+00 1.04 +++\n", + "+++ 2.475e+02 2.470e+02 -2.856e+00 -2.814e+00 0.867 +++\n", + "+++ 2.475e+02 2.470e+02 -2.856e+00 -2.813e+00 0.953 +++\n", + "+++ 2.475e+02 2.470e+02 -2.856e+00 -2.812e+00 0.993 +++\n", + "\t### errors for param 6 ###\n", + "+++ 2.475e+02 2.473e+02 -3.612e+00 -3.518e+00 0.392 +++\n", + "+++ 2.475e+02 2.469e+02 -3.612e+00 -3.471e+00 1.06 +++\n", + "+++ 2.475e+02 2.471e+02 -3.612e+00 -3.494e+00 0.67 +++\n", + "+++ 2.475e+02 2.470e+02 -3.612e+00 -3.483e+00 0.845 +++\n", + "+++ 2.475e+02 2.470e+02 -3.612e+00 -3.477e+00 0.947 +++\n", + "+++ 2.475e+02 2.470e+02 -3.612e+00 -3.474e+00 1 +++\n", + "\t### errors for param 7 ###\n", + "+++ 2.475e+02 2.474e+02 -3.836e+00 -3.727e+00 0.218 +++\n", + "+++ 2.475e+02 2.471e+02 -3.836e+00 -3.672e+00 0.684 +++\n", + "+++ 2.475e+02 2.469e+02 -3.836e+00 -3.644e+00 1.16 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.658e+00 0.894 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.651e+00 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.654e+00 0.955 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.653e+00 0.988 +++\n", + "+++ 2.475e+02 2.470e+02 -3.836e+00 -3.652e+00 1 +++\n", + "\t### errors for param 8 ###\n", + "+++ 2.475e+02 2.470e+02 7.613e-02 1.568e-01 0.869 +++\n", + "+++ 2.475e+02 2.465e+02 7.613e-02 1.971e-01 1.9 +++\n", + "+++ 2.475e+02 2.468e+02 7.613e-02 1.769e-01 1.35 +++\n", + "+++ 2.475e+02 2.469e+02 7.613e-02 1.668e-01 1.1 +++\n", + "+++ 2.475e+02 2.470e+02 7.613e-02 1.618e-01 0.98 +++\n", + "+++ 2.475e+02 2.469e+02 7.613e-02 1.643e-01 1.04 +++\n", + "+++ 2.475e+02 2.470e+02 7.613e-02 1.630e-01 1.01 +++\n", + "\t### errors for param 9 ###\n", + "+++ 2.475e+02 2.473e+02 4.298e-01 4.767e-01 0.29 +++\n", + "+++ 2.475e+02 2.471e+02 4.298e-01 5.001e-01 0.641 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.118e-01 0.863 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.177e-01 0.985 +++\n", + "+++ 2.475e+02 2.469e+02 4.298e-01 5.206e-01 1.05 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.192e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 4.298e-01 5.184e-01 1 +++\n", + "\t### errors for param 10 ###\n", + "+++ 2.475e+02 2.471e+02 6.230e-01 8.388e-01 0.802 +++\n", + "+++ 2.475e+02 2.466e+02 6.230e-01 9.467e-01 1.77 +++\n", + "+++ 2.475e+02 2.468e+02 6.230e-01 8.928e-01 1.25 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.658e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.523e-01 0.906 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.591e-01 0.96 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.624e-01 0.988 +++\n", + "+++ 2.475e+02 2.470e+02 6.230e-01 8.641e-01 1 +++\n", + "\t### errors for param 11 ###\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.149e+00 0.88 +++\n", + "+++ 2.475e+02 2.465e+02 9.046e-01 1.271e+00 1.88 +++\n", + "+++ 2.475e+02 2.468e+02 9.046e-01 1.210e+00 1.35 +++\n", + "+++ 2.475e+02 2.469e+02 9.046e-01 1.179e+00 1.1 +++\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.164e+00 0.989 +++\n", + "+++ 2.475e+02 2.469e+02 9.046e-01 1.171e+00 1.05 +++\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.168e+00 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 9.046e-01 1.166e+00 1 +++\n", + "\t### errors for param 12 ###\n", + "+++ 2.475e+02 2.471e+02 4.125e-01 6.242e-01 0.737 +++\n", + "+++ 2.475e+02 2.467e+02 4.125e-01 7.300e-01 1.59 +++\n", + "+++ 2.475e+02 2.469e+02 4.125e-01 6.771e-01 1.13 +++\n", + "+++ 2.475e+02 2.470e+02 4.125e-01 6.507e-01 0.924 +++\n", + "+++ 2.475e+02 2.469e+02 4.125e-01 6.639e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 4.125e-01 6.573e-01 0.974 +++\n", + "+++ 2.475e+02 2.470e+02 4.125e-01 6.606e-01 0.999 +++\n", + "\t### errors for param 13 ###\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 4.851e-01 0.854 +++\n", + "+++ 2.475e+02 2.465e+02 2.838e-01 5.857e-01 1.84 +++\n", + "+++ 2.475e+02 2.468e+02 2.838e-01 5.354e-01 1.31 +++\n", + "+++ 2.475e+02 2.469e+02 2.838e-01 5.103e-01 1.07 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 4.977e-01 0.96 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 5.040e-01 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 5.008e-01 0.987 +++\n", + "+++ 2.475e+02 2.470e+02 2.838e-01 5.024e-01 1 +++\n", + "\t### errors for param 14 ###\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -4.078e-01 0.957 +++\n", + "+++ 2.475e+02 2.465e+02 -8.899e-01 -1.668e-01 1.91 +++\n", + "+++ 2.475e+02 2.468e+02 -8.899e-01 -2.873e-01 1.41 +++\n", + "+++ 2.475e+02 2.469e+02 -8.899e-01 -3.476e-01 1.18 +++\n", + "+++ 2.475e+02 2.469e+02 -8.899e-01 -3.777e-01 1.07 +++\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -3.928e-01 1.01 +++\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -4.003e-01 0.984 +++\n", + "+++ 2.475e+02 2.470e+02 -8.899e-01 -3.965e-01 0.998 +++\n", + "\t### errors for param 15 ###\n", + "+++ 2.475e+02 2.471e+02 4.838e-02 4.285e-01 0.661 +++\n", + "+++ 2.475e+02 2.470e+02 4.838e-02 6.186e-01 0.961 +++\n", + "+++ 2.475e+02 2.469e+02 4.838e-02 7.136e-01 1.07 +++\n", + "+++ 2.475e+02 2.470e+02 4.838e-02 6.661e-01 1.02 +++\n", + "+++ 2.475e+02 2.470e+02 4.838e-02 6.424e-01 0.991 +++\n", + "********************\n", + "0.0830101 -0.576037 -1.88651 -2.18123 -2.54372 -2.856 -3.61248 -3.8364 0.0761257 0.429759 0.622953 0.90456 0.412522 0.283831 -0.889856 0.0483793\n", + "0.00383825 0.00579502 0.025767 0.0436043 0.050153 0.0439107 0.138708 0.1845 0.086924 0.0886716 0.241158 0.261188 0.248061 0.218563 0.493323 0.593987\n", + "********************\n" + ] + } + ], + "source": [ + "p, pe = clag.errors(Cx, p, pe)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "phi, phie = p[nfq:], pe[nfq:]\n", + "lag, lage = phi/(2*np.pi*fqd), phie/(2*np.pi*fqd) \n", + "cx, cxe = p[:nfq], pe[:nfq]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhIAAAFrCAYAAACE+GArAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "\n", + "xscale('log'); ylim(-10,10)\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=10)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1.43381244, 0.4889989 , 0.68917289, 0.48155621, 0.29506678,\n", + " 0.16772896, 0.24424756, 0.18973346])" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lage" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/data/lc/1158A.lc b/lag/data/lc/1158A.lc new file mode 100644 index 0000000..d831d22 --- /dev/null +++ b/lag/data/lc/1158A.lc @@ -0,0 +1,170 @@ +56691.54 3.48 0.092 +56692.39 3.75 0.095 +56693.32 3.91 0.098 +56695.27 4.11 0.099 +56696.25 4.59 0.105 +56697.31 4.87 0.108 +56698.30 5.25 0.113 +56699.23 4.93 0.11 +56700.23 4.83 0.108 +56701.36 4.9 0.108 +56702.16 5.11 0.111 +56703.15 5.28 0.113 +56705.34 4.9 0.109 +56706.21 4.68 0.106 +56707.20 4.92 0.108 +56708.26 4.34 0.102 +56709.26 4.07 0.099 +56710.26 3.51 0.092 +56711.12 3.1 0.088 +56712.18 3.27 0.09 +56713.18 3.24 0.089 +56714.24 3.15 0.088 +56715.04 2.83 0.084 +56715.90 2.75 0.083 +56716.84 2.52 0.081 +56718.83 2.32 0.077 +56720.15 2.15 0.076 +56721.02 1.94 0.073 +56722.09 1.87 0.072 +56723.14 1.78 0.072 +56726.06 2.05 0.074 +56727.06 1.82 0.071 +56727.79 1.94 0.073 +56728.92 1.98 0.074 +56729.78 2.12 0.075 +56730.85 2.11 0.075 +56731.97 2.07 0.075 +56732.91 2.02 0.074 +56733.85 2.21 0.076 +56734.84 2.54 0.081 +56735.85 3.2 0.089 +56736.44 3.69 0.094 +56737.69 3.85 0.096 +56738.50 4.02 0.098 +56739.68 4.63 0.105 +56740.36 5 0.111 +56741.35 4.64 0.106 +56744.40 5.9 0.12 +56745.25 5.77 0.119 +56746.25 5.71 0.118 +56747.18 5.98 0.121 +56748.24 6.01 0.121 +56749.17 5.59 0.116 +56750.30 5.34 0.113 +56751.16 5.05 0.11 +56752.02 4.98 0.11 +56753.02 3.93 0.097 +56753.97 3.28 0.089 +56755.21 3.2 0.089 +56756.14 3.34 0.09 +56757.14 3.48 0.092 +56759.26 3.3 0.09 +56760.12 3.4 0.091 +56761.05 3.76 0.096 +56762.12 3.84 0.096 +56763.05 3.94 0.097 +56764.24 4 0.099 +56765.17 3.7 0.095 +56765.97 3.89 0.097 +56767.03 4.12 0.099 +56768.09 4.31 0.102 +56769.15 4.92 0.109 +56770.08 5.12 0.112 +56771.08 5.29 0.113 +56772.01 5.67 0.117 +56773.07 5.57 0.116 +56774.0 5.49 0.115 +56774.60 5.57 0.116 +56775.59 5.29 0.114 +56776.72 4.81 0.108 +56777.45 5.08 0.11 +56778.46 4.73 0.107 +56779.44 4.72 0.107 +56780.46 4.68 0.106 +56781.36 4.54 0.105 +56782.37 4.24 0.101 +56783.36 4.91 0.108 +56784.76 5.57 0.116 +56785.75 6 0.121 +56786.69 5.5 0.115 +56787.29 5.33 0.114 +56788.28 5.22 0.112 +56789.28 4.65 0.105 +56790.27 4.27 0.101 +56791.27 4.22 0.101 +56792.27 4.95 0.109 +56793.20 5.05 0.111 +56794.19 4.79 0.107 +56795.25 4.49 0.103 +56796.11 4.51 0.104 +56797.08 5.21 0.112 +56798.11 5.04 0.11 +56799.16 4.9 0.109 +56800.02 5.03 0.11 +56801.03 4.96 0.109 +56802.02 4.91 0.109 +56803.01 4.86 0.108 +56805.0 4.52 0.105 +56805.99 4.54 0.104 +56807.12 4.43 0.103 +56808.05 4.61 0.105 +56809.11 4.78 0.107 +56809.91 4.66 0.106 +56810.84 4.53 0.105 +56812.03 4.95 0.109 +56812.96 5.14 0.111 +56814.09 5.21 0.112 +56814.89 5.57 0.116 +56816.08 5.72 0.118 +56816.94 6.2 0.124 +56817.93 6.86 0.131 +56818.93 7.25 0.134 +56819.74 7.14 0.134 +56820.99 6.75 0.129 +56821.85 6.44 0.126 +56822.79 6.06 0.122 +56823.85 5.98 0.12 +56824.64 5.81 0.118 +56825.65 5.39 0.114 +56826.90 4.4 0.103 +56827.77 4.38 0.103 +56828.49 4.23 0.102 +56829.62 3.86 0.096 +56830.48 3.89 0.096 +56831.68 4.28 0.101 +56832.27 4.33 0.102 +56833.80 4.92 0.109 +56834.80 5.03 0.111 +56835.79 4.52 0.104 +56836.21 4.55 0.104 +56837.65 4.59 0.105 +56838.18 4.53 0.104 +56839.20 4.65 0.106 +56840.13 4.79 0.108 +56841.19 4.51 0.104 +56842.19 4.54 0.104 +56843.12 4.31 0.102 +56844.18 3.97 0.098 +56845.02 3.98 0.098 +56846.11 4.02 0.099 +56847.04 3.82 0.096 +56848.03 3.79 0.095 +56849.09 3.71 0.095 +56850.0 3.31 0.09 +56850.93 3.16 0.088 +56851.92 3.16 0.089 +56852.92 3.28 0.09 +56854.05 3.07 0.087 +56855.05 3.32 0.09 +56856.17 3.75 0.095 +56857.17 4.38 0.103 +56858.09 4.75 0.108 +56858.89 4.4 0.102 +56860.08 4.14 0.1 +56860.95 4.1 0.1 +56861.81 3.84 0.096 +56862.87 3.7 0.095 +56863.87 4.18 0.101 +56864.86 4.32 0.102 +56865.92 5.06 0.11 diff --git a/lag/data/lc/1367A.lc b/lag/data/lc/1367A.lc new file mode 100644 index 0000000..eec3226 --- /dev/null +++ b/lag/data/lc/1367A.lc @@ -0,0 +1,170 @@ +56691.54 3.545 0.065 +56692.39 3.771 0.067 +56693.32 3.814 0.068 +56695.27 4.094 0.071 +56696.25 4.425 0.075 +56697.31 4.53 0.075 +56698.30 4.827 0.079 +56699.23 4.58 0.076 +56700.23 4.6 0.076 +56701.36 4.746 0.078 +56702.16 4.774 0.078 +56703.15 4.756 0.078 +56705.34 4.577 0.076 +56706.21 4.47 0.075 +56707.20 4.665 0.077 +56708.26 4.324 0.074 +56709.26 4.143 0.071 +56710.26 3.769 0.068 +56711.12 3.522 0.065 +56712.18 3.476 0.064 +56713.18 3.518 0.065 +56714.24 3.445 0.064 +56715.04 3.146 0.061 +56715.90 3.058 0.06 +56716.84 2.964 0.059 +56718.83 2.675 0.056 +56720.15 2.601 0.055 +56721.02 2.376 0.053 +56722.09 2.225 0.051 +56723.14 2.187 0.051 +56726.06 2.296 0.052 +56727.06 2.272 0.051 +56727.79 2.307 0.052 +56728.92 2.391 0.053 +56729.78 2.454 0.054 +56730.85 2.422 0.053 +56731.97 2.469 0.054 +56732.91 2.439 0.053 +56733.85 2.494 0.054 +56734.84 2.763 0.057 +56735.85 3.243 0.062 +56736.44 3.578 0.065 +56737.69 3.788 0.068 +56738.50 3.991 0.07 +56739.68 4.246 0.073 +56740.36 4.544 0.076 +56741.35 4.523 0.076 +56744.40 5.435 0.085 +56745.25 5.479 0.086 +56746.25 5.254 0.084 +56747.18 5.659 0.088 +56748.24 5.497 0.086 +56749.17 5.283 0.084 +56750.30 5.155 0.082 +56751.16 4.937 0.08 +56752.02 4.672 0.077 +56753.02 4.089 0.071 +56753.97 3.619 0.066 +56755.21 3.446 0.064 +56756.14 3.546 0.065 +56757.14 3.726 0.067 +56759.26 3.586 0.066 +56760.12 3.568 0.065 +56761.05 3.888 0.069 +56762.12 3.911 0.069 +56763.05 3.932 0.069 +56764.24 4.043 0.071 +56765.17 3.83 0.068 +56765.97 3.949 0.069 +56767.03 4.083 0.071 +56768.09 4.142 0.072 +56769.15 4.528 0.076 +56770.08 4.851 0.079 +56771.08 4.979 0.081 +56772.01 4.965 0.08 +56773.07 5.055 0.082 +56774.0 5.102 0.082 +56774.60 5.004 0.081 +56775.59 5.033 0.081 +56776.72 4.596 0.077 +56777.45 4.632 0.077 +56778.46 4.545 0.076 +56779.44 4.431 0.075 +56780.46 4.556 0.076 +56781.36 4.353 0.074 +56782.37 4.135 0.072 +56783.36 4.528 0.076 +56784.76 5.118 0.082 +56785.75 5.355 0.085 +56786.69 5.037 0.081 +56787.29 4.937 0.08 +56788.28 4.882 0.08 +56789.28 4.609 0.076 +56790.27 4.335 0.074 +56791.27 4.289 0.073 +56792.27 4.553 0.076 +56793.20 4.741 0.078 +56794.19 4.643 0.077 +56795.25 4.364 0.074 +56796.11 4.423 0.075 +56797.08 4.936 0.08 +56798.11 4.948 0.08 +56799.16 4.692 0.078 +56800.02 4.622 0.077 +56801.03 4.809 0.079 +56802.02 4.633 0.077 +56803.01 4.794 0.079 +56805.0 4.473 0.075 +56805.99 4.346 0.074 +56807.12 4.345 0.074 +56808.05 4.478 0.075 +56809.11 4.707 0.078 +56809.91 4.573 0.076 +56810.84 4.465 0.075 +56812.03 4.719 0.078 +56812.96 4.809 0.079 +56814.09 5.004 0.081 +56814.89 5.324 0.084 +56816.08 5.486 0.086 +56816.94 5.576 0.087 +56817.93 6.186 0.094 +56818.93 6.474 0.097 +56819.74 6.463 0.097 +56820.99 6.206 0.094 +56821.85 5.888 0.091 +56822.79 5.736 0.089 +56823.85 5.553 0.087 +56824.64 5.425 0.085 +56825.65 5.133 0.083 +56826.90 4.588 0.077 +56827.77 4.371 0.074 +56828.49 4.394 0.075 +56829.62 4.204 0.073 +56830.48 4.11 0.071 +56831.68 4.171 0.072 +56832.27 4.38 0.074 +56833.80 4.765 0.079 +56834.80 4.738 0.078 +56835.79 4.455 0.075 +56836.21 4.434 0.075 +56837.65 4.431 0.075 +56838.18 4.449 0.075 +56839.20 4.45 0.075 +56840.13 4.52 0.076 +56841.19 4.442 0.075 +56842.19 4.469 0.075 +56843.12 4.231 0.073 +56844.18 4.082 0.071 +56845.02 4.105 0.071 +56846.11 4.033 0.071 +56847.04 3.887 0.069 +56848.03 3.796 0.068 +56849.09 3.71 0.067 +56850.0 3.554 0.066 +56850.93 3.426 0.064 +56851.92 3.377 0.064 +56852.92 3.419 0.064 +56854.05 3.324 0.063 +56855.05 3.457 0.065 +56856.17 3.8 0.068 +56857.17 4.33 0.074 +56858.09 4.513 0.076 +56858.89 4.389 0.075 +56860.08 4.079 0.071 +56860.95 4.043 0.071 +56861.81 3.986 0.07 +56862.87 3.741 0.068 +56863.87 4.104 0.072 +56864.86 4.331 0.074 +56865.92 4.708 0.078 diff --git a/lag/data/lc/1367A_shifted.lc b/lag/data/lc/1367A_shifted.lc new file mode 100644 index 0000000..0fc5866 --- /dev/null +++ b/lag/data/lc/1367A_shifted.lc @@ -0,0 +1,170 @@ +56691.54 3.545 0.065 +56707.39 3.771 0.067 +56708.32 3.814 0.068 +56710.27 4.094 0.071 +56711.25 4.425 0.075 +56712.31 4.53 0.075 +56713.3 4.827 0.079 +56714.23 4.58 0.076 +56715.23 4.6 0.076 +56716.36 4.746 0.078 +56717.16 4.774 0.078 +56718.15 4.756 0.078 +56720.34 4.577 0.076 +56721.21 4.47 0.075 +56722.20 4.665 0.077 +56723.26 4.324 0.074 +56724.26 4.143 0.071 +56725.26 3.769 0.068 +56726.12 3.522 0.065 +56727.18 3.476 0.064 +56728.18 3.518 0.065 +56729.24 3.445 0.064 +56730.04 3.146 0.061 +56730.90 3.058 0.06 +56731.84 2.964 0.059 +56733.83 2.675 0.056 +56735.15 2.601 0.055 +56736.02 2.376 0.053 +56737.09 2.225 0.051 +56738.14 2.187 0.051 +56741.06 2.296 0.052 +56742.06 2.272 0.051 +56742.79 2.307 0.052 +56743.92 2.391 0.053 +56744.78 2.454 0.054 +56745.85 2.422 0.053 +56746.97 2.469 0.054 +56747.91 2.439 0.053 +56748.85 2.494 0.054 +56749.84 2.763 0.057 +56750.85 3.243 0.062 +56751.44 3.578 0.065 +56752.69 3.788 0.068 +56753.50 3.991 0.07 +56754.68 4.246 0.073 +56755.36 4.544 0.076 +56756.35 4.523 0.076 +56759.40 5.435 0.085 +56760.25 5.479 0.086 +56761.25 5.254 0.084 +56762.18 5.659 0.088 +56763.24 5.497 0.086 +56764.17 5.283 0.084 +56765.30 5.155 0.082 +56766.16 4.937 0.08 +56767.02 4.672 0.077 +56768.02 4.089 0.071 +56768.97 3.619 0.066 +56770.21 3.446 0.064 +56771.14 3.546 0.065 +56772.14 3.726 0.067 +56774.26 3.586 0.066 +56775.12 3.568 0.065 +56776.05 3.888 0.069 +56777.12 3.911 0.069 +56778.05 3.932 0.069 +56779.24 4.043 0.071 +56780.17 3.83 0.068 +56780.97 3.949 0.069 +56782.03 4.083 0.071 +56783.09 4.142 0.072 +56784.15 4.528 0.076 +56785.08 4.851 0.079 +56786.08 4.979 0.081 +56787.01 4.965 0.08 +56788.07 5.055 0.082 +56789.00 5.102 0.082 +56789.60 5.004 0.081 +56790.59 5.033 0.081 +56791.72 4.596 0.077 +56792.45 4.632 0.077 +56793.46 4.545 0.076 +56794.44 4.431 0.075 +56795.46 4.556 0.076 +56796.36 4.353 0.074 +56797.37 4.135 0.072 +56798.36 4.528 0.076 +56799.76 5.118 0.082 +56800.75 5.355 0.085 +56801.69 5.037 0.081 +56802.29 4.937 0.08 +56803.28 4.882 0.08 +56804.28 4.609 0.076 +56805.27 4.335 0.074 +56806.27 4.289 0.073 +56807.27 4.553 0.076 +56808.20 4.741 0.078 +56809.19 4.643 0.077 +56810.25 4.364 0.074 +56811.11 4.423 0.075 +56812.08 4.936 0.08 +56813.11 4.948 0.08 +56814.16 4.692 0.078 +56815.02 4.622 0.077 +56816.03 4.809 0.079 +56817.02 4.633 0.077 +56818.01 4.794 0.079 +56820.00 4.473 0.075 +56820.99 4.346 0.074 +56822.12 4.345 0.074 +56823.05 4.478 0.075 +56824.11 4.707 0.078 +56824.91 4.573 0.076 +56825.84 4.465 0.075 +56827.03 4.719 0.078 +56827.96 4.809 0.079 +56829.09 5.004 0.081 +56829.89 5.324 0.084 +56831.08 5.486 0.086 +56831.94 5.576 0.087 +56832.93 6.186 0.094 +56833.93 6.474 0.097 +56834.74 6.463 0.097 +56835.99 6.206 0.094 +56836.85 5.888 0.091 +56837.79 5.736 0.089 +56838.85 5.553 0.087 +56839.64 5.425 0.085 +56840.65 5.133 0.083 +56841.90 4.588 0.077 +56842.77 4.371 0.074 +56843.49 4.394 0.075 +56844.62 4.204 0.073 +56845.48 4.11 0.071 +56846.68 4.171 0.072 +56847.27 4.38 0.074 +56848.80 4.765 0.079 +56849.80 4.738 0.078 +56850.79 4.455 0.075 +56851.21 4.434 0.075 +56852.65 4.431 0.075 +56853.18 4.449 0.075 +56854.20 4.45 0.075 +56855.13 4.52 0.076 +56856.19 4.442 0.075 +56857.19 4.469 0.075 +56858.12 4.231 0.073 +56859.18 4.082 0.071 +56860.02 4.105 0.071 +56861.11 4.033 0.071 +56862.04 3.887 0.069 +56863.03 3.796 0.068 +56864.09 3.71 0.067 +56865.00 3.554 0.066 +56865.93 3.426 0.064 +56866.92 3.377 0.064 +56867.92 3.419 0.064 +56869.05 3.324 0.063 +56870.05 3.457 0.065 +56871.17 3.8 0.068 +56872.17 4.33 0.074 +56873.09 4.513 0.076 +56873.89 4.389 0.075 +56875.08 4.079 0.071 +56875.95 4.043 0.071 +56876.81 3.986 0.07 +56877.87 3.741 0.068 +56878.87 4.104 0.072 +56879.86 4.331 0.074 +56880.92 4.708 0.078 \ No newline at end of file diff --git a/lag/data/lc/1479A.lc b/lag/data/lc/1479A.lc new file mode 100644 index 0000000..ee2cfdd --- /dev/null +++ b/lag/data/lc/1479A.lc @@ -0,0 +1,170 @@ +56691.58 3.16 0.051 +56692.41 3.3 0.052 +56693.34 3.3 0.052 +56695.31 3.54 0.056 +56696.26 3.87 0.06 +56697.32 4 0.062 +56698.32 4.11 0.063 +56699.25 4.03 0.062 +56700.24 4.01 0.062 +56701.37 4.08 0.063 +56702.17 4.1 0.063 +56703.17 4.2 0.065 +56705.36 3.95 0.061 +56706.22 3.86 0.06 +56707.22 4.03 0.062 +56708.28 3.68 0.058 +56709.28 3.52 0.055 +56710.27 3.21 0.051 +56711.13 2.98 0.048 +56712.20 3.03 0.049 +56713.19 3.07 0.049 +56714.25 2.99 0.048 +56715.08 2.81 0.046 +56715.93 2.66 0.044 +56716.89 2.5 0.041 +56718.89 2.36 0.04 +56720.16 2.26 0.038 +56721.05 2.07 0.036 +56722.12 1.94 0.034 +56723.15 1.86 0.032 +56726.07 1.96 0.034 +56727.07 1.91 0.033 +56727.85 2 0.035 +56728.95 2.1 0.036 +56729.84 2.15 0.036 +56730.91 2.17 0.037 +56731.99 2.16 0.037 +56732.97 2.12 0.036 +56733.90 2.17 0.037 +56734.89 2.46 0.041 +56735.89 2.85 0.046 +56736.47 3.18 0.051 +56737.73 3.41 0.054 +56738.56 3.59 0.056 +56739.72 3.88 0.06 +56740.42 4.08 0.063 +56741.38 4.08 0.063 +56744.44 4.87 0.074 +56745.27 4.91 0.074 +56746.26 4.85 0.074 +56747.19 5.1 0.077 +56748.26 5.11 0.077 +56749.18 4.8 0.073 +56750.32 4.71 0.072 +56751.18 4.45 0.068 +56752.04 4.26 0.066 +56753.03 3.7 0.058 +56754.01 3.19 0.051 +56755.23 2.98 0.048 +56756.15 3.12 0.05 +56757.15 3.21 0.051 +56759.28 3.26 0.052 +56760.14 3.22 0.051 +56761.07 3.41 0.054 +56762.13 3.53 0.056 +56763.06 3.54 0.056 +56764.25 3.53 0.056 +56765.18 3.47 0.055 +56765.98 3.55 0.056 +56767.04 3.62 0.057 +56768.10 3.75 0.058 +56769.17 4.09 0.063 +56770.10 4.26 0.066 +56771.09 4.42 0.068 +56772.02 4.55 0.07 +56773.08 4.53 0.07 +56774.01 4.61 0.07 +56774.66 4.51 0.069 +56775.65 4.45 0.068 +56776.78 4.14 0.064 +56777.46 4.2 0.065 +56778.48 4.13 0.064 +56779.45 4 0.062 +56780.51 4.12 0.064 +56781.38 4.04 0.063 +56782.41 3.95 0.061 +56783.37 4.17 0.064 +56784.82 4.65 0.071 +56785.81 4.83 0.074 +56786.74 4.58 0.07 +56787.32 4.55 0.07 +56788.32 4.44 0.068 +56789.32 4.3 0.066 +56790.31 4.02 0.062 +56791.31 4.07 0.063 +56792.30 4.34 0.067 +56793.23 4.51 0.069 +56794.22 4.31 0.066 +56795.29 4.06 0.063 +56796.12 4.1 0.063 +56797.11 4.43 0.068 +56798.14 4.46 0.068 +56799.17 4.31 0.066 +56800.04 4.3 0.066 +56801.06 4.37 0.067 +56802.05 4.33 0.067 +56803.02 4.26 0.066 +56805.01 4.08 0.063 +56806.01 4 0.062 +56807.14 3.96 0.061 +56808.07 4.09 0.063 +56809.13 4.22 0.065 +56809.92 4.12 0.064 +56810.85 4.08 0.063 +56812.05 4.23 0.065 +56812.98 4.3 0.066 +56814.11 4.4 0.067 +56814.90 4.68 0.071 +56816.10 4.8 0.073 +56816.96 5.02 0.076 +56817.95 5.61 0.084 +56818.95 5.83 0.088 +56819.77 5.88 0.088 +56821.01 5.5 0.083 +56821.87 5.38 0.081 +56822.82 5.15 0.078 +56823.86 5.12 0.078 +56824.68 5.02 0.076 +56825.70 4.79 0.073 +56826.91 4.23 0.065 +56827.80 3.96 0.062 +56828.56 3.94 0.061 +56829.68 3.74 0.058 +56830.55 3.63 0.057 +56831.71 3.82 0.06 +56832.29 3.87 0.06 +56833.81 4.23 0.065 +56834.81 4.24 0.065 +56835.81 3.92 0.061 +56836.26 3.87 0.06 +56837.69 3.95 0.061 +56838.20 3.86 0.06 +56839.26 4 0.062 +56840.18 3.98 0.062 +56841.25 3.97 0.061 +56842.25 3.96 0.062 +56843.17 3.77 0.059 +56844.24 3.65 0.057 +56845.04 3.53 0.055 +56846.16 3.56 0.056 +56847.08 3.48 0.055 +56848.08 3.4 0.054 +56849.14 3.23 0.051 +56850.01 3.17 0.051 +56850.94 3.05 0.049 +56851.94 2.96 0.048 +56852.93 3.08 0.049 +56854.06 2.92 0.047 +56855.06 3.01 0.049 +56856.19 3.4 0.054 +56857.18 3.85 0.06 +56858.11 4.05 0.063 +56858.91 3.95 0.061 +56860.10 3.7 0.058 +56860.96 3.73 0.058 +56861.82 3.52 0.056 +56862.89 3.32 0.053 +56863.88 3.67 0.058 +56864.88 3.82 0.06 +56865.94 4.24 0.065 diff --git a/lag/data/lc/1746A.lc b/lag/data/lc/1746A.lc new file mode 100644 index 0000000..284cd59 --- /dev/null +++ b/lag/data/lc/1746A.lc @@ -0,0 +1,170 @@ +56691.58 2.79 0.064 +56692.41 3.04 0.068 +56693.34 3.04 0.067 +56695.31 3.19 0.071 +56696.26 3.42 0.074 +56697.32 3.5 0.074 +56698.32 3.6 0.075 +56699.25 3.51 0.074 +56700.24 3.65 0.077 +56701.37 3.6 0.076 +56702.17 3.6 0.075 +56703.17 3.63 0.076 +56705.36 3.59 0.076 +56706.22 3.49 0.074 +56707.22 3.6 0.075 +56708.28 3.33 0.073 +56709.28 3.32 0.072 +56710.27 2.89 0.066 +56711.13 2.7 0.063 +56712.20 2.81 0.066 +56713.19 2.81 0.065 +56714.25 2.7 0.063 +56715.08 2.61 0.063 +56715.93 2.52 0.062 +56716.89 2.33 0.059 +56718.89 2.16 0.057 +56720.16 2.09 0.056 +56721.05 1.9 0.053 +56722.12 1.85 0.052 +56723.15 1.74 0.051 +56726.07 1.91 0.054 +56727.07 1.81 0.052 +56727.85 1.86 0.052 +56728.95 1.94 0.053 +56729.84 1.97 0.054 +56730.91 2.01 0.054 +56731.99 1.99 0.054 +56732.97 1.99 0.055 +56733.90 2 0.054 +56734.89 2.27 0.058 +56735.89 2.56 0.063 +56736.47 2.85 0.065 +56737.73 2.98 0.067 +56738.56 3.23 0.071 +56739.72 3.36 0.073 +56740.42 3.59 0.075 +56741.38 3.57 0.075 +56744.44 4.16 0.083 +56745.27 4.15 0.083 +56746.26 4.23 0.084 +56747.19 4.37 0.087 +56748.26 4.24 0.084 +56749.18 4.09 0.082 +56750.32 4.08 0.081 +56751.18 3.84 0.079 +56752.04 3.74 0.077 +56753.03 3.42 0.074 +56754.01 2.96 0.067 +56755.23 2.69 0.064 +56756.15 2.85 0.066 +56757.15 2.98 0.068 +56759.28 2.96 0.067 +56760.14 2.84 0.066 +56761.07 3.11 0.07 +56762.13 3.09 0.069 +56763.06 3.2 0.071 +56764.25 3.19 0.071 +56765.18 3.11 0.069 +56765.98 3.19 0.07 +56767.04 3.37 0.074 +56768.10 3.26 0.071 +56769.17 3.52 0.075 +56770.10 3.68 0.077 +56771.09 3.8 0.079 +56772.02 3.95 0.08 +56773.08 3.88 0.08 +56774.01 3.94 0.081 +56774.66 3.92 0.08 +56775.65 3.84 0.079 +56776.78 3.73 0.078 +56777.46 3.74 0.078 +56778.48 3.68 0.078 +56779.45 3.49 0.075 +56780.51 3.56 0.075 +56781.38 3.57 0.075 +56782.41 3.44 0.074 +56783.37 3.51 0.075 +56784.82 3.92 0.081 +56785.81 4.16 0.083 +56786.74 4.04 0.082 +56787.32 3.91 0.081 +56788.32 3.84 0.08 +56789.32 3.69 0.077 +56790.31 3.49 0.074 +56791.31 3.45 0.074 +56792.30 3.52 0.075 +56793.23 3.76 0.079 +56794.22 3.66 0.077 +56795.29 3.42 0.074 +56796.12 3.48 0.075 +56797.11 3.84 0.079 +56798.14 3.76 0.078 +56799.17 3.66 0.078 +56800.04 3.63 0.078 +56801.06 3.69 0.077 +56802.05 3.65 0.077 +56803.02 3.67 0.078 +56805.01 3.51 0.075 +56806.01 3.55 0.076 +56807.14 3.57 0.076 +56808.07 3.62 0.076 +56809.13 3.76 0.078 +56809.92 3.71 0.077 +56810.85 3.59 0.077 +56812.05 3.75 0.079 +56812.98 3.79 0.079 +56814.11 3.97 0.082 +56814.90 4.09 0.083 +56816.10 4.3 0.085 +56816.96 4.46 0.088 +56817.95 4.81 0.093 +56818.95 4.96 0.094 +56819.77 5.08 0.096 +56821.01 4.79 0.093 +56821.87 4.69 0.091 +56822.82 4.48 0.087 +56823.86 4.4 0.088 +56824.68 4.42 0.087 +56825.70 4.24 0.085 +56826.91 3.83 0.079 +56827.80 3.64 0.077 +56828.56 3.52 0.075 +56829.68 3.36 0.074 +56830.55 3.3 0.073 +56831.71 3.48 0.075 +56832.29 3.46 0.074 +56833.81 3.75 0.079 +56834.81 3.78 0.079 +56835.81 3.62 0.077 +56836.26 3.59 0.076 +56837.69 3.62 0.076 +56838.20 3.52 0.076 +56839.26 3.55 0.077 +56840.18 3.65 0.077 +56841.25 3.64 0.078 +56842.25 3.63 0.077 +56843.17 3.46 0.076 +56844.24 3.36 0.073 +56845.04 3.25 0.073 +56846.16 3.24 0.072 +56847.08 3.18 0.072 +56848.08 3.16 0.071 +56849.14 3.12 0.07 +56850.01 2.92 0.068 +56850.94 2.84 0.066 +56851.94 2.8 0.066 +56852.93 2.75 0.066 +56854.06 2.74 0.065 +56855.06 2.81 0.066 +56856.19 3.01 0.068 +56857.18 3.27 0.073 +56858.11 3.5 0.075 +56858.91 3.5 0.076 +56860.10 3.32 0.072 +56860.96 3.35 0.074 +56861.82 3.12 0.07 +56862.89 3.02 0.069 +56863.88 3.29 0.073 +56864.88 3.42 0.075 +56865.94 3.76 0.078 diff --git a/lag/data/lc/1928A.lc b/lag/data/lc/1928A.lc new file mode 100644 index 0000000..275c907 --- /dev/null +++ b/lag/data/lc/1928A.lc @@ -0,0 +1,283 @@ +56698.37 3.28 0.0698 +56699.57 3.19 0.0715 +56706.49 3.27 0.071 +56708.23 3.11 0.0678 +56709.57 3.08 0.0768 +56710.11 2.97 0.0692 +56710.17 2.97 0.0699 +56710.64 2.79 0.0648 +56711.03 2.9 0.0688 +56711.36 2.74 0.0674 +56712.10 2.79 0.0645 +56713.23 2.71 0.0648 +56713.51 2.76 0.0648 +56713.96 2.73 0.0655 +56714.23 2.78 0.0654 +56714.51 2.73 0.0653 +56715.04 2.71 0.0646 +56715.64 2.43 0.134 +56717.04 2.44 0.0586 +56718.37 2.32 0.0539 +56718.64 2.21 0.054 +56719.71 2.31 0.0545 +56720.10 2.3 0.0572 +56720.38 2.28 0.053 +56720.64 2.14 0.0527 +56720.97 2.21 0.0523 +56721.38 2.13 0.0501 +56721.57 2.07 0.0512 +56722.37 2.05 0.049 +56722.85 2 0.0496 +56723.11 2.04 0.0495 +56723.45 2.05 0.049 +56723.90 1.99 0.0488 +56724.45 2.03 0.0488 +56724.57 2 0.0493 +56724.83 2.03 0.0505 +56725.17 2.02 0.0491 +56725.30 2 0.0488 +56725.64 2.06 0.0504 +56726.03 2.06 0.0527 +56726.31 2.03 0.0475 +56727.03 2.0476 0.035696 +56727.31 2.03 0.0473 +56727.51 2.08 0.0518 +56727.85 2.1 0.0508 +56728.58 2.03 0.0487 +56728.85 2.09 0.0493 +56729.65 2.13 0.0511 +56730.04 2.15 0.0523 +56730.38 2.18 0.051 +56730.64 2.14 0.0503 +56730.97 2.19 0.0512 +56731.37 2.14 0.0492 +56731.63 2.19 0.0514 +56732.05 2.18 0.0518 +56732.37 2.15 0.0498 +56732.72 2.2 0.0515 +56732.98 2.14 0.0501 +56733.23 2.14 0.0492 +56733.58 2.1 0.0497 +56733.97 2.15 0.0502 +56734.24 2.24 0.0507 +56734.51 2.21 0.0524 +56734.90 2.35 0.0556 +56735.30 2.4 0.0542 +56735.64 2.42 0.0565 +56736.30 2.64 0.0599 +56736.57 2.64 0.0618 +56736.90 2.79 0.065 +56737.51 2.83 0.0673 +56737.90 2.76 0.066 +56738.23 2.85 0.0649 +56738.52 2.89 0.0692 +56738.90 2.97 0.0692 +56739.23 2.97 0.0674 +56739.59 3.06 0.0725 +56739.98 3.18 0.0721 +56740.32 3.22 0.0729 +56740.52 3.23 0.0739 +56740.92 3.21 0.0739 +56741.32 3.23 0.0735 +56741.51 3.25 0.0763 +56741.90 3.34 0.0763 +56742.23 3.28 0.0739 +56742.72 3.45 0.0804 +56742.97 3.46 0.0782 +56743.37 3.46 0.077 +56743.51 3.43 0.0784 +56744.44 3.5505 0.055079 +56744.51 3.62 0.0815 +56745.38 3.63 0.0838 +56745.58 3.69 0.0845 +56745.91 3.67 0.0842 +56746.24 3.62 0.0817 +56746.58 3.69 0.0848 +56746.90 3.72 0.0843 +56747.70 3.84 0.087 +56748.03 3.75 0.0852 +56748.51 3.74 0.0878 +56749.10 3.63 0.0815 +56749.38 3.66 0.0825 +56749.51 3.68 0.0852 +56750.45 3.62 0.0817 +56750.58 3.64 0.083 +56751.57 3.49 0.0809 +56752.04 3.48 0.0804 +56752.63 3.35 0.0789 +56753.04 3.22 0.0742 +56753.37 3.14 0.0723 +56753.70 3 0.0714 +56753.91 2.99 0.0677 +56754.17 2.92 0.0668 +56754.37 2.89 0.0644 +56755.05 2.76 0.0649 +56755.37 2.92 0.0676 +56755.52 2.77 0.0643 +56756.10 2.83 0.0662 +56756.31 2.87 0.0661 +56756.77 2.96 0.0693 +56757.30 2.92 0.0675 +56757.52 2.92 0.0666 +56757.98 2.92 0.0666 +56758.31 2.87 0.0654 +56758.52 2.86 0.0652 +56758.97 2.87 0.0653 +56759.24 2.87 0.0651 +56759.84 2.94 0.0665 +56759.97 2.88 0.0655 +56760.30 2.82 0.0642 +56761.04 2.93 0.0667 +56761.84 2.95 0.0661 +56762.04 2.96 0.067 +56762.31 2.97 0.0667 +56762.84 2.8 0.0667 +56763.05 2.94 0.068 +56763.38 2.79 0.0639 +56763.52 2.72 0.0623 +56764.04 2.94 0.0662 +56764.39 2.92 0.0662 +56764.77 2.96 0.0681 +56765.12 3.01 0.0707 +56765.70 2.98 0.0712 +56766.10 2.98 0.0699 +56766.39 2.98 0.0718 +56766.72 3.01 0.0716 +56767.38 2.89 0.0677 +56768.45 2.94 0.0698 +56769.39 3.25 0.0741 +56770.51 3.01 0.0701 +56770.85 3.27 0.0746 +56771.18 3.37 0.0759 +56774.72 3.44 0.0816 +56775.58 3.38 0.0766 +56776.04 3.42 0.0773 +56776.24 3.37 0.0747 +56776.98 3.29 0.078 +56777.38 3.32 0.0837 +56777.52 3.08 0.0719 +56778.59 3.26 0.0755 +56779.38 3.13 0.0735 +56779.85 3.25 0.0743 +56780.25 3.11 0.0717 +56780.52 3.27 0.0778 +56780.59 3.26 0.0768 +56782.10 3.14 0.0721 +56782.31 3.13 0.0706 +56782.71 3.17 0.0735 +56782.98 3.24 0.0751 +56783.37 3.19 0.0745 +56783.57 3.14 0.073 +56783.97 3.36 0.077 +56785.04 3.48 0.0808 +56785.57 3.53 0.081 +56786.37 3.48 0.0779 +56786.97 3.41 0.0782 +56787.31 3.44 0.0776 +56787.71 3.23 0.0755 +56787.98 3.39 0.0783 +56788.31 3.3 0.0762 +56789.05 3.39 0.0762 +56789.31 3 0.068 +56789.65 3.23 0.0761 +56789.97 3.2 0.073 +56790.64 3.12 0.0724 +56791.04 3.08 0.0712 +56791.64 3.14 0.0733 +56791.97 3.03 0.0691 +56792.37 3.17 0.0735 +56792.51 3.14 0.0755 +56792.85 3.27 0.0735 +56793.85 3.27 0.0738 +56794.25 3.24 0.0753 +56794.70 3.21 0.0768 +56795.36 3.2 0.0765 +56795.89 3.11 0.0794 +56796.89 3.29 0.0752 +56798.51 3.41 0.0797 +56798.89 3.2 0.0728 +56799.23 3.3 0.0732 +56799.56 3.26 0.0728 +56800.03 3.17 0.0703 +56800.36 3.1 0.0718 +56800.83 3.28 0.0734 +56801.10 3.34 0.0752 +56802.10 3.27 0.0719 +56802.63 3.28 0.0722 +56802.89 3.03 0.0726 +56804.23 3.1 0.0705 +56805.09 3.26 0.0756 +56805.97 3.25 0.0731 +56806.37 3.22 0.0725 +56806.89 3.26 0.0739 +56807.22 3.2 0.0721 +56807.89 3.24 0.0736 +56808.56 3.26 0.074 +56808.89 3.43 0.0778 +56809.22 3.19 0.0737 +56809.89 3.35 0.0763 +56810.22 3.28 0.0754 +56810.56 3.24 0.0738 +56810.89 3.3 0.0752 +56811.22 3.33 0.0794 +56811.76 3.25 0.0749 +56812.02 3.38 0.078 +56812.37 3.49 0.0802 +56812.55 3.42 0.0784 +56813.23 3.57 0.0829 +56813.97 3.41 0.0764 +56814.37 3.16 0.0715 +56814.55 3.52 0.083 +56814.62 3.55 0.0786 +56815.70 3.54 0.0811 +56815.96 3.67 0.085 +56816.23 3.75 0.0855 +56817.62 4 0.0881 +56818.09 4 0.0848 +56818.24 4.04 0.0916 +56818.70 4.16 0.0951 +56818.96 4.17 0.0929 +56819.70 4.03 0.0917 +56820.23 4.19 0.0942 +56820.57 3.95 0.0901 +56820.64 4.07 0.0927 +56820.69 4.11 0.093 +56821.90 3.95 0.0884 +56822.36 3.83 0.0869 +56823.16 3.86 0.0889 +56823.29 3.58 0.0808 +56824.62 3.91 0.09 +56825.36 3.69 0.0839 +56825.55 3.74 0.0839 +56825.96 3.67 0.0763 +56826.43 3.7 0.085 +56826.76 3.43 0.0788 +56827.04 3.38 0.0767 +56827.43 3.35 0.077 +56827.88 3.26 0.0744 +56828.15 3.28 0.0755 +56828.43 3.33 0.0768 +56828.55 3.35 0.0708 +56829.02 3.25 0.0749 +56829.81 3.16 0.0744 +56830.15 3.26 0.0743 +56830.42 3.25 0.0747 +56832.02 3.22 0.0649 +56834.09 3.18 0.0639 +56837.22 3.33 0.067 +56839.61 3.35 0.0689 +56840.28 3.32 0.0689 +56841.96 3.27 0.0658 +56844.28 2.76 0.0557 +56846.28 3.12 0.0628 +56847.74 2.98 0.0608 +56849.61 2.79 0.0565 +56852.08 2.76 0.0557 +56854.29 2.65 0.054 +56854.36 2.6 0.0594 +56855.95 2.69 0.0543 +56858.08 3.165 0.06373 +56859.75 3.073 0.06191 +56862.08 2.954 0.05924 +56863.60 2.999 0.06035 +56865.61 3.237 0.06498 diff --git a/lag/data/lc/2246A.lc b/lag/data/lc/2246A.lc new file mode 100644 index 0000000..0f11d4a --- /dev/null +++ b/lag/data/lc/2246A.lc @@ -0,0 +1,255 @@ +56698.37 3.06 0.0745 +56706.49 2.99 0.0735 +56708.24 3.05 0.0742 +56710.11 2.82 0.0764 +56710.17 2.8 0.0776 +56710.64 2.57 0.0707 +56711.03 2.68 0.0743 +56711.36 2.63 0.0774 +56712.10 2.62 0.0707 +56713.23 2.59 0.0718 +56713.52 2.59 0.0715 +56713.96 2.57 0.0739 +56714.23 2.69 0.0737 +56714.52 2.59 0.0709 +56715.05 2.55 0.07 +56717.04 2.35 0.0654 +56718.37 2.28 0.0609 +56718.64 2.25 0.0636 +56719.72 2.28 0.0622 +56720.10 2.25 0.0656 +56720.38 2.21 0.059 +56720.64 2.18 0.0619 +56720.97 2.06 0.0565 +56721.39 2.12 0.0575 +56721.57 2.06 0.0596 +56722.38 2.01 0.0564 +56722.85 1.99 0.0574 +56723.12 1.97 0.0557 +56723.45 2.02 0.0556 +56723.90 1.98 0.0568 +56724.45 1.95 0.0552 +56724.57 1.99 0.0589 +56724.83 1.91 0.0567 +56725.17 1.95 0.0557 +56725.30 1.91 0.0558 +56725.64 1.97 0.0577 +56726.03 2.05 0.0638 +56726.32 1.99 0.0539 +56727.03 1.9994 0.042021 +56727.32 2.09 0.0552 +56727.52 2.01 0.0557 +56727.85 2 0.0572 +56728.59 2.02 0.0603 +56728.85 2.05 0.0616 +56729.65 2.07 0.0582 +56730.04 2.03 0.0578 +56730.38 2.21 0.0598 +56730.64 2.16 0.0581 +56730.97 2.06 0.056 +56731.64 2.1 0.0571 +56732.05 2.11 0.0583 +56732.38 2.12 0.0564 +56732.72 2.12 0.0582 +56732.99 2.08 0.058 +56733.24 2.11 0.0558 +56733.58 2.12 0.0576 +56733.98 2.14 0.0573 +56734.24 2.15 0.0556 +56734.90 2.23 0.0616 +56735.30 2.24 0.0565 +56735.64 2.28 0.0615 +56735.98 2.23 0.0586 +56736.30 2.49 0.065 +56736.57 2.58 0.0699 +56736.90 2.61 0.0701 +56737.52 2.68 0.0705 +56737.90 2.67 0.0722 +56738.24 2.71 0.0715 +56738.52 2.79 0.0799 +56738.90 2.89 0.0788 +56739.24 2.89 0.076 +56739.59 2.95 0.0813 +56739.99 3.01 0.0781 +56740.32 2.96 0.0766 +56740.52 3.07 0.0804 +56740.92 3.09 0.0831 +56741.32 3.05 0.0803 +56741.52 3.07 0.0818 +56741.90 3.12 0.0814 +56742.24 3.05 0.0783 +56742.72 3.29 0.0887 +56742.97 3.26 0.0844 +56743.38 3.4 0.0848 +56743.52 3.25 0.0832 +56744.44 3.4026 0.060424 +56744.52 3.3 0.0818 +56745.38 3.49 0.0954 +56745.59 3.5 0.0915 +56745.91 3.52 0.092 +56746.25 3.45 0.0887 +56746.58 3.38 0.0881 +56746.90 3.41 0.088 +56747.70 3.65 0.0933 +56748.04 3.46 0.0892 +56748.52 3.57 0.0937 +56749.10 3.36 0.0865 +56749.38 3.37 0.0855 +56749.52 3.4 0.0867 +56750.46 3.5 0.0922 +56750.58 3.51 0.0926 +56751.57 3.26 0.0863 +56752.04 3.2 0.0907 +56752.64 3.13 0.0925 +56753.04 3.07 0.0814 +56753.37 3.02 0.0802 +56753.71 2.95 0.0879 +56753.92 2.85 0.0755 +56754.17 2.8 0.0751 +56754.37 2.85 0.0723 +56755.05 2.72 0.0741 +56755.37 2.77 0.0736 +56755.52 2.66 0.0712 +56756.10 2.71 0.073 +56756.31 2.7 0.0725 +56756.77 2.86 0.0758 +56757.30 2.83 0.0744 +56757.52 2.83 0.0728 +56757.98 2.83 0.0721 +56758.32 2.79 0.0724 +56758.52 2.8 0.0744 +56758.97 2.76 0.0711 +56759.24 2.75 0.0715 +56759.84 2.71 0.0699 +56759.97 2.75 0.0708 +56760.31 2.76 0.071 +56761.05 2.76 0.0723 +56761.84 2.9 0.0732 +56762.05 2.9 0.0761 +56762.31 2.94 0.0786 +56762.84 2.77 0.0818 +56763.05 2.9 0.0759 +56763.38 2.64 0.0693 +56763.52 2.62 0.0718 +56764.04 2.92 0.0746 +56764.39 2.9 0.0748 +56764.77 2.87 0.0761 +56765.12 2.75 0.0718 +56765.70 2.79 0.077 +56766.11 2.87 0.0768 +56766.39 2.96 0.083 +56766.73 2.86 0.0811 +56767.39 2.81 0.078 +56769.39 3 0.0779 +56770.52 2.98 0.0859 +56770.85 3.14 0.082 +56771.18 3.14 0.079 +56774.73 3.21 0.0886 +56775.58 3.16 0.0806 +56776.04 3.25 0.0949 +56776.24 3.16 0.0788 +56777.52 2.95 0.0787 +56778.59 3.08 0.0822 +56779.38 3.08 0.0828 +56779.86 3.12 0.0817 +56780.26 2.91 0.0777 +56780.52 3.09 0.0836 +56780.59 3.15 0.0844 +56782.10 2.99 0.0801 +56782.31 2.93 0.0748 +56782.71 2.97 0.0788 +56782.98 3.07 0.0815 +56783.37 3.1 0.079 +56783.57 3.01 0.0822 +56783.97 3.14 0.0813 +56785.04 3.29 0.102 +56785.57 3.32 0.0869 +56786.37 3.28 0.0834 +56786.98 3.41 0.111 +56787.31 3.33 0.0843 +56787.72 3.08 0.0811 +56787.98 3.24 0.0861 +56788.31 3.12 0.0853 +56789.05 3.12 0.0803 +56789.31 2.95 0.0754 +56789.65 3.05 0.0827 +56789.97 3.07 0.0909 +56790.64 2.92 0.108 +56791.64 3.24 0.182 +56791.97 2.94 0.0757 +56792.37 3.07 0.0848 +56792.51 2.99 0.0762 +56792.85 3.2 0.0816 +56793.85 3.15 0.0801 +56794.25 3.1 0.0842 +56794.70 2.98 0.0916 +56795.36 3.04 0.0928 +56796.90 3.17 0.0826 +56798.51 3.11 0.0799 +56798.90 3.04 0.0793 +56799.23 3.04 0.0775 +56799.57 3.21 0.0811 +56800.03 2.95 0.0742 +56800.36 3.05 0.0811 +56800.83 3.09 0.0782 +56801.10 3.13 0.0793 +56802.10 3.18 0.078 +56802.63 3.13 0.077 +56804.23 2.96 0.0763 +56805.09 3.08 0.0814 +56805.98 3.17 0.082 +56806.37 3.1 0.0805 +56806.89 3.12 0.0882 +56807.23 3.13 0.0861 +56807.89 3.15 0.0816 +56808.56 3.17 0.0811 +56808.89 3.24 0.0833 +56809.22 3.09 0.081 +56809.89 3.27 0.084 +56810.23 3.17 0.0866 +56810.56 3.08 0.0809 +56810.89 3.19 0.0822 +56811.22 3.11 0.0854 +56811.76 3.22 0.0938 +56812.03 3.22 0.0825 +56812.37 3.25 0.0859 +56812.56 3.23 0.0845 +56812.89 3.14 0.0831 +56813.23 3.27 0.0833 +56813.98 3.35 0.0893 +56814.37 3.17 0.081 +56814.56 3.39 0.0908 +56814.63 3.32 0.0841 +56815.70 3.34 0.0893 +56815.96 3.44 0.0953 +56816.23 3.58 0.0969 +56817.63 3.73 0.0932 +56818.10 3.79 0.0899 +56818.24 3.77 0.0969 +56818.71 3.93 0.101 +56818.96 4.04 0.11 +56819.70 3.7 0.0984 +56820.23 4 0.106 +56820.58 3.69 0.0947 +56820.64 3.74 0.121 +56820.69 3.74 0.096 +56821.91 3.72 0.0965 +56822.37 3.67 0.103 +56823.16 3.74 0.101 +56823.30 3.45 0.0942 +56824.62 3.6 0.0994 +56825.36 3.39 0.0894 +56825.55 3.54 0.0907 +56825.96 3.56 0.114 +56826.43 3.34 0.0885 +56826.76 3.25 0.0869 +56827.04 3.27 0.0918 +56827.43 3.17 0.0905 +56827.89 3.15 0.0811 +56828.15 3.2 0.0846 +56828.43 3.11 0.0819 +56828.56 3.17 0.0768 +56829.02 3.13 0.0836 +56829.82 3.07 0.0867 +56830.15 2.99 0.0851 +56830.42 2.97 0.0807 diff --git a/lag/data/lc/2600A.lc b/lag/data/lc/2600A.lc new file mode 100644 index 0000000..19f778f --- /dev/null +++ b/lag/data/lc/2600A.lc @@ -0,0 +1,269 @@ +56698.36 2.86 0.0637 +56699.56 2.76 0.0639 +56702.42 2.79 0.063 +56706.49 2.77 0.064 +56708.23 2.72 0.0623 +56710.11 2.6 0.0661 +56710.17 2.65 0.068 +56710.64 2.49 0.0628 +56711.02 2.48 0.0647 +56711.36 2.54 0.0691 +56712.09 2.43 0.0611 +56713.23 2.5 0.0654 +56713.51 2.52 0.0642 +56713.96 2.49 0.0655 +56714.23 2.36 0.0607 +56714.51 2.42 0.0636 +56715.04 2.44 0.0635 +56715.64 2.42 0.0631 +56717.04 2.34 0.061 +56718.37 2.17 0.0544 +56718.64 2.06 0.055 +56719.71 2.17 0.0553 +56720.10 2.07 0.0574 +56720.38 2.11 0.0527 +56720.64 2.11 0.0563 +56720.97 1.98 0.051 +56721.38 2.04 0.0516 +56721.57 1.99 0.0536 +56722.37 1.97 0.0509 +56722.84 1.88 0.0512 +56723.11 1.92 0.0508 +56723.44 1.97 0.0507 +56723.89 1.87 0.0502 +56724.45 1.92 0.0501 +56724.57 1.88 0.0507 +56725.17 1.89 0.0505 +56725.30 1.92 0.0512 +56725.64 2 0.0531 +56726.03 1.94 0.055 +56726.31 1.96 0.0491 +56727.03 1.9546 0.037145 +56727.31 1.93 0.0481 +56727.51 1.95 0.0531 +56727.85 1.97 0.0521 +56728.58 1.94 0.0505 +56728.84 1.95 0.0496 +56729.64 2 0.0521 +56730.04 2.02 0.0535 +56730.37 2.09 0.0525 +56730.63 2.08 0.0523 +56730.96 2.02 0.0509 +56731.37 2 0.0492 +56731.63 2.04 0.0516 +56732.05 2.04 0.0524 +56732.37 2 0.0498 +56732.72 2.07 0.0522 +56732.98 2.05 0.0516 +56733.23 2.03 0.05 +56733.57 2.01 0.0512 +56733.97 2.03 0.0511 +56734.24 2.06 0.0497 +56734.51 2.11 0.0539 +56734.90 2.18 0.0559 +56735.30 2.17 0.0526 +56735.64 2.27 0.0572 +56736.30 2.33 0.0567 +56736.56 2.38 0.0606 +56736.90 2.45 0.062 +56737.51 2.45 0.0644 +56737.90 2.44 0.0643 +56738.23 2.6 0.0635 +56738.51 2.58 0.0679 +56738.90 2.56 0.0651 +56739.23 2.58 0.0631 +56739.58 2.74 0.0712 +56739.98 2.7 0.0664 +56740.32 2.66 0.0651 +56740.52 2.75 0.0686 +56740.91 2.77 0.0695 +56741.32 2.82 0.0694 +56741.51 2.73 0.0705 +56741.90 2.78 0.069 +56742.23 2.71 0.0661 +56742.72 2.87 0.0738 +56742.96 2.91 0.0713 +56743.37 3.01 0.072 +56743.51 2.9 0.0724 +56744.44 3.044 0.050228 +56744.51 3.06 0.0746 +56745.38 3.03 0.0769 +56745.58 3.11 0.0778 +56745.90 3.13 0.0783 +56746.24 3.08 0.0753 +56746.57 3.09 0.0778 +56746.90 3.11 0.0767 +56747.30 3.05 0.077 +56747.70 3.15 0.0776 +56748.03 3.17 0.0782 +56748.51 3.08 0.0803 +56749.10 3.14 0.0761 +56749.37 3.08 0.0749 +56750.45 3.08 0.075 +56750.58 3.02 0.0754 +56751.56 3.06 0.0772 +56752.04 2.92 0.0736 +56752.63 2.89 0.0748 +56753.03 2.86 0.0713 +56753.36 2.75 0.0689 +56753.70 2.67 0.07 +56753.91 2.73 0.0662 +56754.17 2.66 0.0658 +56754.36 2.59 0.0614 +56755.04 2.64 0.0671 +56755.37 2.61 0.0658 +56755.52 2.49 0.063 +56756.10 2.51 0.0641 +56756.30 2.58 0.064 +56756.77 2.45 0.0632 +56757.30 2.57 0.0642 +56757.51 2.67 0.0652 +56757.98 2.63 0.0647 +56758.31 2.56 0.063 +56758.51 2.61 0.0637 +56758.97 2.55 0.0622 +56759.23 2.57 0.0626 +56759.83 2.6 0.0633 +56760.30 2.55 0.0623 +56761.04 2.57 0.0628 +56761.83 2.67 0.0639 +56762.04 2.62 0.0637 +56762.30 2.57 0.0618 +56762.83 2.55 0.0666 +56763.04 2.58 0.0649 +56763.38 2.57 0.0634 +56763.51 2.53 0.0621 +56764.03 2.58 0.0624 +56764.38 2.65 0.0643 +56764.77 2.68 0.067 +56765.12 2.56 0.066 +56765.70 2.72 0.0712 +56766.10 2.57 0.0661 +56766.38 2.67 0.0709 +56766.72 2.61 0.0682 +56767.38 2.51 0.0643 +56768.45 2.54 0.0634 +56769.38 2.78 0.0686 +56770.51 2.7 0.0682 +56770.84 2.72 0.0677 +56771.18 2.81 0.0686 +56774.72 2.96 0.0776 +56774.92 2.87 0.073 +56775.58 2.96 0.072 +56776.04 2.84 0.0696 +56776.24 2.87 0.0677 +56776.97 2.85 0.0691 +56777.37 2.86 0.0695 +56777.52 2.79 0.0707 +56778.58 2.82 0.0712 +56779.85 2.85 0.0704 +56780.25 2.81 0.0699 +56780.52 2.79 0.0732 +56780.59 2.76 0.0719 +56781.12 2.71 0.0672 +56782.10 2.86 0.0709 +56782.31 2.74 0.0664 +56782.70 2.71 0.0687 +56782.98 2.83 0.0716 +56783.37 2.85 0.0727 +56783.56 2.83 0.0716 +56783.96 2.87 0.0714 +56784.44 2.91 0.0833 +56785.04 2.98 0.0755 +56785.56 3.01 0.0754 +56786.36 3 0.0725 +56786.97 2.97 0.074 +56787.30 2.85 0.0694 +56787.71 2.78 0.0711 +56787.98 2.92 0.0736 +56788.30 2.92 0.0736 +56789.04 2.84 0.0693 +56789.30 2.73 0.0665 +56789.65 2.74 0.071 +56789.96 2.85 0.0703 +56790.63 2.68 0.068 +56791.03 2.72 0.0685 +56791.96 2.71 0.0666 +56792.36 2.72 0.0687 +56792.51 2.76 0.0732 +56792.84 2.9 0.07 +56793.84 2.82 0.0682 +56794.69 2.79 0.0738 +56795.36 2.67 0.0711 +56795.89 2.69 0.0658 +56796.89 2.81 0.0696 +56797.22 2.74 0.0657 +56797.51 2.68 0.0694 +56797.89 2.63 0.0663 +56798.22 2.81 0.0689 +56798.51 2.79 0.0717 +56798.89 2.77 0.0684 +56799.22 2.84 0.0671 +56799.56 2.83 0.0676 +56800.02 2.7 0.064 +56800.36 2.69 0.0682 +56800.82 2.87 0.069 +56801.09 2.82 0.0682 +56802.09 2.84 0.0662 +56802.62 2.91 0.0678 +56802.89 2.79 0.0727 +56804.23 2.74 0.067 +56805.09 2.75 0.0698 +56805.97 2.82 0.068 +56806.37 2.8 0.0678 +56806.89 2.8 0.0688 +56807.22 2.83 0.0683 +56807.77 2.99 0.118 +56807.89 2.8 0.0691 +56808.22 2.84 0.0728 +56808.89 2.88 0.0707 +56809.22 2.9 0.0725 +56809.55 2.92 0.0716 +56809.89 2.9 0.0712 +56810.22 2.81 0.0707 +56810.55 2.78 0.0685 +56810.89 2.86 0.0703 +56811.22 2.82 0.0746 +56812.37 2.78 0.0703 +56812.88 2.89 0.0723 +56813.22 2.94 0.075 +56813.55 2.83 0.0714 +56813.97 2.97 0.0714 +56814.37 2.86 0.0694 +56814.55 3.06 0.0793 +56814.62 2.97 0.0705 +56814.95 2.82 0.0699 +56815.69 3 0.0749 +56815.95 3.18 0.0804 +56816.23 3.02 0.0751 +56817.62 3.23 0.0758 +56818.09 3.34 0.074 +56818.24 3.36 0.083 +56818.70 3.26 0.0821 +56818.96 3.35 0.0809 +56819.69 3.24 0.0808 +56820.22 3.49 0.0853 +56820.63 3.22 0.08 +56820.69 3.27 0.0808 +56821.90 3.27 0.0793 +56822.36 3.22 0.0795 +56822.97 3.31 0.0883 +56823.15 3.29 0.0829 +56823.29 3.01 0.0736 +56824.62 3.22 0.0813 +56825.36 3.17 0.0779 +56825.55 3.1 0.0755 +56825.95 3.1 0.0662 +56826.43 3.08 0.0774 +56826.76 3 0.0748 +56827.03 2.98 0.073 +56827.43 2.84 0.0713 +56827.88 2.91 0.0714 +56828.15 2.87 0.0719 +56828.42 2.91 0.0728 +56828.55 2.89 0.0638 +56829.01 2.85 0.0715 +56829.29 2.87 0.0723 +56829.81 2.78 0.0718 +56830.15 2.8 0.0693 +56830.42 2.78 0.0695 diff --git a/lag/data/lc/3465A.lc b/lag/data/lc/3465A.lc new file mode 100644 index 0000000..f67dda8 --- /dev/null +++ b/lag/data/lc/3465A.lc @@ -0,0 +1,269 @@ +56698.36 2.19 0.0556 +56699.56 2.2 0.0581 +56702.42 2.26 0.0578 +56706.49 2.18 0.0576 +56708.23 2.19 0.057 +56709.57 2.19 0.0711 +56710.11 2.15 0.0624 +56710.17 2.19 0.0643 +56710.64 2.12 0.0606 +56711.02 2.01 0.06 +56711.36 2.03 0.0634 +56712.09 2.07 0.0589 +56713.23 2.1 0.0626 +56713.51 1.93 0.0563 +56713.96 2.03 0.0609 +56714.23 2.04 0.0591 +56714.51 1.98 0.0593 +56715.04 1.98 0.0588 +56715.64 1.94 0.0575 +56717.04 1.89 0.0556 +56718.37 1.78 0.0501 +56718.64 1.74 0.0521 +56719.71 1.78 0.051 +56720.10 1.69 0.0526 +56720.38 1.79 0.0501 +56720.64 1.73 0.0519 +56720.97 1.67 0.0478 +56721.38 1.72 0.0484 +56721.57 1.71 0.0515 +56722.37 1.64 0.0472 +56722.84 1.59 0.0482 +56723.11 1.55 0.0458 +56723.44 1.55 0.0447 +56723.90 1.63 0.0482 +56724.45 1.55 0.045 +56724.57 1.6 0.0477 +56724.83 1.6 0.0486 +56725.17 1.55 0.0461 +56725.30 1.65 0.0487 +56725.64 1.66 0.0495 +56726.03 1.56 0.0498 +56726.31 1.64 0.0457 +56727.03 1.6 0.033932 +56727.31 1.6 0.0443 +56727.51 1.63 0.0496 +56727.85 1.63 0.0478 +56728.58 1.59 0.0462 +56728.85 1.63 0.0463 +56729.64 1.61 0.047 +56730.04 1.58 0.0472 +56730.37 1.64 0.0467 +56730.63 1.63 0.0462 +56730.96 1.69 0.0474 +56731.37 1.65 0.0454 +56731.63 1.66 0.047 +56732.05 1.65 0.0474 +56732.37 1.66 0.046 +56732.72 1.65 0.0468 +56732.98 1.65 0.0466 +56733.23 1.63 0.0452 +56733.58 1.63 0.0464 +56733.97 1.62 0.0459 +56734.24 1.7 0.0459 +56734.51 1.65 0.0476 +56734.90 1.77 0.0513 +56735.30 1.77 0.048 +56735.64 1.68 0.0483 +56736.30 1.81 0.05 +56736.56 1.83 0.0527 +56736.90 1.86 0.0537 +56737.51 1.83 0.055 +56737.90 1.93 0.0581 +56738.23 1.96 0.0546 +56738.51 2.11 0.0639 +56738.90 2.01 0.0585 +56739.23 2.03 0.0566 +56739.59 2.1 0.0628 +56739.98 2.11 0.0595 +56740.32 2.14 0.0598 +56740.52 2.16 0.0617 +56740.91 2.14 0.0618 +56741.32 2.1 0.0596 +56741.51 2.23 0.0661 +56741.90 2.22 0.0633 +56742.23 2.17 0.0606 +56742.72 2.19 0.0655 +56742.96 2.26 0.064 +56743.37 2.35 0.0648 +56743.51 2.33 0.0674 +56744.44 2.3453 0.04459 +56744.51 2.47 0.0696 +56745.38 2.43 0.072 +56745.58 2.41 0.0701 +56745.90 2.48 0.0722 +56746.24 2.47 0.0698 +56746.57 2.46 0.072 +56746.90 2.4 0.069 +56747.70 2.48 0.0712 +56748.03 2.43 0.0698 +56748.51 2.48 0.0756 +56749.10 2.48 0.0697 +56749.38 2.48 0.0698 +56749.51 2.47 0.0732 +56750.45 2.47 0.0698 +56750.58 2.43 0.0705 +56751.57 2.45 0.0717 +56752.04 2.34 0.0683 +56752.63 2.43 0.0728 +56753.04 2.35 0.0676 +56753.36 2.31 0.0665 +56753.70 2.31 0.0692 +56753.91 2.23 0.0618 +56754.17 2.26 0.0636 +56754.37 2.2 0.0592 +56755.05 2.11 0.0616 +56755.37 2.12 0.0608 +56755.52 2.13 0.0611 +56756.10 2.12 0.0614 +56756.30 2.14 0.0605 +56757.30 2.18 0.0621 +56757.52 2.23 0.0621 +56757.98 2.19 0.0614 +56758.31 2.16 0.0604 +56758.52 2.18 0.0607 +56758.97 2.16 0.0597 +56759.23 2.11 0.0586 +56759.83 2.06 0.0572 +56759.97 1.96 0.0546 +56760.30 2.05 0.0569 +56761.04 2.04 0.057 +56761.83 2.15 0.0586 +56762.04 2.06 0.0574 +56762.30 2.16 0.0591 +56762.84 2.16 0.0643 +56763.05 2.05 0.0588 +56763.38 2.1 0.0588 +56763.52 2.01 0.0562 +56764.03 2.17 0.0596 +56764.38 2.1 0.0584 +56764.77 2.11 0.0604 +56765.12 2.1 0.0619 +56765.70 2.15 0.0647 +56766.10 2.13 0.0624 +56766.38 2.06 0.0629 +56766.72 2.08 0.0625 +56767.38 2.1 0.0611 +56768.45 2.23 0.0632 +56769.38 2.17 0.0614 +56770.51 2.12 0.0614 +56770.84 2.26 0.0641 +56771.18 2.25 0.0628 +56774.72 2.33 0.0713 +56774.92 2.36 0.0696 +56775.58 2.35 0.0661 +56776.04 2.28 0.0641 +56776.24 2.34 0.063 +56776.97 2.32 0.0645 +56777.37 2.25 0.0629 +56777.52 2.19 0.0641 +56778.59 2.26 0.0656 +56779.38 2.24 0.0665 +56779.78 2.2 0.0614 +56779.85 2.24 0.0635 +56780.25 2.27 0.0646 +56780.52 2.19 0.0667 +56780.59 2.25 0.0672 +56782.10 2.26 0.0646 +56782.31 2.16 0.0599 +56782.70 2.22 0.0646 +56782.98 2.22 0.0646 +56783.37 2.25 0.0665 +56783.56 2.2 0.0643 +56783.96 2.27 0.065 +56785.04 2.22 0.0657 +56785.56 2.34 0.0678 +56786.36 2.31 0.0643 +56786.97 2.19 0.0634 +56787.31 2.28 0.0637 +56787.71 2.31 0.0682 +56787.98 2.26 0.0656 +56788.30 2.35 0.0683 +56789.04 2.28 0.064 +56789.31 2.14 0.0597 +56789.65 2.22 0.0663 +56789.96 2.25 0.064 +56790.63 2.16 0.0626 +56791.03 2.25 0.065 +56791.63 2.08 0.0612 +56791.96 2.1 0.0591 +56792.37 2.22 0.0645 +56792.84 2.2 0.0614 +56793.84 2.2 0.0614 +56794.25 2.31 0.0679 +56794.69 2.21 0.0676 +56795.36 2.21 0.0678 +56795.89 2.24 0.0624 +56796.89 2.2 0.0625 +56797.22 2.26 0.0619 +56798.22 2.28 0.0642 +56798.51 2.31 0.0684 +56798.89 2.21 0.0627 +56799.22 2.23 0.0603 +56799.56 2.32 0.0635 +56800.02 2.21 0.0597 +56800.36 2.25 0.0655 +56800.82 2.18 0.0603 +56801.09 2.19 0.0611 +56802.09 2.2 0.0585 +56802.63 2.22 0.0592 +56802.89 2.2 0.0663 +56803.63 2.17 0.0614 +56804.23 2.18 0.0614 +56805.09 2.22 0.0648 +56805.97 2.22 0.0614 +56806.37 2.26 0.0625 +56806.89 2.29 0.0645 +56807.22 2.23 0.0618 +56807.89 2.27 0.0642 +56808.55 2.29 0.0645 +56808.89 2.39 0.0674 +56809.22 2.21 0.0653 +56809.89 2.25 0.0638 +56810.22 2.35 0.0679 +56810.55 2.3 0.0651 +56810.89 2.28 0.0645 +56811.22 2.28 0.07 +56812.02 2.28 0.0662 +56812.37 2.31 0.067 +56812.55 2.28 0.0655 +56812.89 2.22 0.0643 +56813.22 2.28 0.0675 +56813.55 2.28 0.0662 +56813.97 2.3 0.0639 +56814.37 2.26 0.0629 +56814.55 2.39 0.0725 +56814.62 2.3 0.0629 +56815.69 2.38 0.0691 +56815.95 2.45 0.0726 +56816.23 2.49 0.0717 +56817.62 2.54 0.0691 +56818.09 2.53 0.0644 +56818.24 2.44 0.0706 +56818.70 2.66 0.0787 +56818.96 2.66 0.0749 +56819.69 2.61 0.0758 +56820.22 2.63 0.0759 +56820.57 2.53 0.0737 +56820.63 2.59 0.0753 +56820.69 2.59 0.0745 +56821.90 2.57 0.0724 +56822.36 2.64 0.076 +56823.15 2.65 0.0784 +56823.29 2.56 0.0721 +56824.62 2.52 0.0746 +56825.36 2.5 0.0718 +56825.55 2.51 0.0707 +56825.95 2.53 0.0611 +56826.43 2.4 0.0704 +56826.76 2.43 0.0702 +56827.03 2.33 0.0659 +56827.43 2.35 0.0679 +56827.88 2.36 0.0666 +56828.15 2.43 0.0701 +56828.42 2.33 0.0674 +56828.55 2.36 0.0589 +56829.01 2.35 0.0679 +56829.81 2.17 0.0647 +56830.15 2.3 0.0653 +56830.42 2.29 0.0657 diff --git a/lag/data/lc/3471A.lc b/lag/data/lc/3471A.lc new file mode 100644 index 0000000..4955aa7 --- /dev/null +++ b/lag/data/lc/3471A.lc @@ -0,0 +1,144 @@ +56693.79 2.1677 0.0044078 +56694.77 2.1599 0.0079945 +56695.71 2.1757 0.0051169 +56696.73 2.2242 0.0042376 +56696.98 2.2452 0.18008 +56697.76 2.2883 0.0053977 +56698.61 2.3247 0.030894 +56698.72 2.3002 0.0047639 +56699.72 2.2876 0.0094453 +56700.69 2.3071 0.0088749 +56701.57 2.2122 0.0059464 +56701.82 2.4225 0.1715 +56702.64 2.2726 0.017574 +56703.02 2.4725 0.15059 +56703.93 2.4755 0.13439 +56704.84 2.3187 0.097634 +56705.95 2.6157 0.10671 +56706.98 2.2716 0.16374 +56708.02 2.2756 0.13991 +56709.83 2.1826 0.13644 +56710.66 2.2075 0.0044816 +56711.02 2.2089 0.15052 +56711.69 2.1863 0.016895 +56711.84 2.1701 0.1367 +56713.73 2.134 0.0078413 +56713.83 2.1865 0.17049 +56714.73 2.109 0.0037531 +56715.91 2.0072 0.10519 +56716.66 2.0167 0.0057836 +56717.73 1.9664 0.0067365 +56717.96 1.723 0.20304 +56718.67 1.8798 0.0059857 +56719.71 1.9024 0.004336 +56721.71 1.7383 0.006951 +56722.73 1.713 0.0071469 +56723.57 1.6783 0.0059301 +56725.53 1.6218 0.0042657 +56728.57 1.6711 0.0056352 +56729.49 1.6266 0.005288 +56730.53 1.6813 0.0052699 +56730.83 1.7027 0.102 +56732.49 1.6453 0.0071457 +56733.48 1.6586 0.0069863 +56733.80 1.6871 0.067761 +56735.86 1.6879 0.16934 +56736.50 1.9048 0.006132 +56736.78 1.9526 0.10602 +56737.48 1.978 0.005661 +56738.60 2.0516 0.0070037 +56740.61 2.285 0.0069839 +56740.85 2.0833 0.25729 +56741.61 2.2579 0.007974 +56741.71 2.133 0.18256 +56742.65 2.2899 0.0096003 +56743.59 2.4381 0.00661 +56744.53 2.4168 0.0077558 +56744.55 2.315 0.035924 +56744.69 2.3546 0.17893 +56746.75 2.5167 0.12237 +56748.74 2.2943 0.17386 +56749.75 2.436 0.12729 +56752.58 2.5269 0.0064085 +56753.57 2.4566 0.006318 +56754.55 2.3137 0.0060686 +56755.56 2.2095 0.0073075 +56755.98 2.1882 0.074327 +56756.51 2.1821 0.0080689 +56757.48 2.4341 0.049831 +56759.80 2.365 0.13506 +56761.60 2.1636 0.0062522 +56762.82 2.1329 0.16439 +56763.50 2.1888 0.028338 +56763.75 2.3439 0.11814 +56764.81 2.1482 0.14967 +56765.58 2.2252 0.0053543 +56769.51 2.2955 0.0055734 +56770.52 2.3121 0.0060531 +56771.51 2.3754 0.0061272 +56772.49 2.3681 0.0074879 +56772.82 2.2652 0.19586 +56774.67 2.413 0.0054395 +56774.76 2.438 0.24643 +56775.54 2.4081 0.0074272 +56777.53 2.4293 0.0062355 +56778.49 2.4166 0.0062293 +56779.40 2.4066 0.044166 +56779.48 2.4009 0.0065195 +56779.82 2.3922 0.16181 +56780.49 2.4177 0.0061525 +56780.81 2.2426 0.17734 +56781.77 2.3784 0.16667 +56784.44 2.3946 0.006084 +56785.47 2.4275 0.0062609 +56786.48 2.3891 0.0068493 +56787.40 2.3515 0.0066317 +56794.46 2.3095 0.0058448 +56795.44 2.2944 0.0058571 +56796.44 2.2966 0.0063198 +56797.45 2.3738 0.006068 +56799.44 2.3687 0.0057405 +56800.44 2.3444 0.0057183 +56801.42 2.3554 0.0058702 +56802.43 2.3802 0.0062708 +56803.44 2.325 0.0062057 +56805.46 2.3441 0.0056428 +56807.43 2.3017 0.0064661 +56808.41 2.3826 0.0059285 +56809.42 2.3862 0.0062312 +56810.43 2.3786 0.0059799 +56811.41 2.3895 0.0058996 +56812.42 2.4643 0.0059413 +56813.40 2.4209 0.0058353 +56814.45 2.4687 0.0059653 +56815.40 2.4779 0.0061047 +56816.41 2.4829 0.0065244 +56817.41 2.5263 0.0064339 +56818.41 2.6172 0.0060593 +56819.41 2.6952 0.0062181 +56822.39 2.6553 0.006463 +56823.40 2.6752 0.0065362 +56825.41 2.6878 0.0066918 +56826.28 2.4821 0.058906 +56826.39 2.5315 0.0069938 +56827.39 2.498 0.0064606 +56828.39 2.521 0.0059082 +56829.21 2.6081 0.080286 +56829.40 2.4573 0.0061493 +56830.40 2.4421 0.0059538 +56832.43 2.4431 0.0060309 +56833.39 2.4515 0.0060598 +56834.39 2.4471 0.0061341 +56835.39 2.4178 0.0063638 +56839.32 2.3537 0.035948 +56841.41 2.4217 0.0064234 +56843.39 2.3533 0.0063614 +56845.41 2.3291 0.0062597 +56847.40 2.2276 0.0067848 +56858.38 2.2153 0.0065436 +56860.38 2.1712 0.0070403 +56861.38 2.2287 0.0061222 +56862.38 2.0584 0.0060925 +56863.38 2.1421 0.0059222 +56864.38 2.1867 0.0068518 +56865.38 2.2342 0.0068264 diff --git a/lag/data/lc/4368A.lc b/lag/data/lc/4368A.lc new file mode 100644 index 0000000..aa4c2c3 --- /dev/null +++ b/lag/data/lc/4368A.lc @@ -0,0 +1,147 @@ +56692.59 1.3947 0.033651 +56693.60 1.3947 0.041356 +56694.65 1.4068 0.024268 +56695.65 1.3933 0.050304 +56698.48 1.4342 0.0048547 +56699.49 1.4362 0.0042612 +56700.52 1.4354 0.0040935 +56701.58 1.4512 0.0031488 +56705.99 1.4578 0.0070934 +56707.0 1.4669 0.0051915 +56707.99 1.4616 0.0089918 +56708.58 1.4615 0.0043311 +56709.57 1.4465 0.0050586 +56710.54 1.4305 0.016089 +56710.60 1.3984 0.0043451 +56711.60 1.3934 0.02163 +56716.50 1.3108 0.0097109 +56721.02 1.2438 0.014317 +56721.49 1.2196 0.0087975 +56722.0 1.188 0.019795 +56722.49 1.1725 0.036041 +56723.47 1.1728 0.0076944 +56723.49 1.1683 0.036284 +56724.49 1.1447 0.035984 +56724.63 1.1488 0.02245 +56725.83 1.1225 0.021278 +56726.63 1.1462 0.021898 +56727.47 1.1691 0.0052306 +56727.50 1.1664 0.03653 +56727.60 1.1797 0.018761 +56728.62 1.1524 0.017815 +56729.61 1.1991 0.024086 +56730.57 1.141 0.016762 +56730.92 1.1838 0.017908 +56731.55 1.1688 0.044052 +56731.57 1.1694 0.022647 +56732.47 1.2054 0.021497 +56733.49 1.2236 0.023509 +56733.93 1.1974 0.015581 +56733.96 1.2041 0.016543 +56734.46 1.229 0.033607 +56735.48 1.2275 0.033157 +56735.56 1.2448 0.011814 +56736.93 1.3123 0.010324 +56736.96 1.3169 0.010201 +56737.46 1.3222 0.0025479 +56737.47 1.3289 0.029127 +56737.61 1.3191 0.012808 +56737.93 1.4122 0.038688 +56737.96 1.3381 0.0075688 +56738.47 1.3848 0.030241 +56738.58 1.3759 0.017609 +56739.33 1.3754 0.0071087 +56739.59 1.4194 0.020642 +56739.92 1.41215 0.00866015 +56740.58 1.4382 0.021553 +56741.53 1.4789 0.02885 +56741.91 1.4784 0.012176 +56742.47 1.4723 0.0070039 +56742.91 1.4635 0.01591 +56744.46 1.5363 0.0072214 +56745.86 1.529 0.014132 +56746.43 1.5839 0.029556 +56748.49 1.5921 0.0067385 +56750.36 1.5726 0.0087387 +56750.60 1.58 0.023698 +56751.54 1.5808 0.03789 +56752.43 1.5575 0.0067568 +56753.93 1.4857 0.010478 +56754.39 1.4565 0.0049408 +56755.44 1.4296 0.0051836 +56756.48 1.4459 0.026981 +56756.92 1.4666 0.0098597 +56757.36 1.4404 0.0027667 +56758.53 1.4621 0.021318 +56760.89 1.4062 0.0063377 +56762.45 1.4043 0.012021 +56763.85 1.4059 0.0059986 +56764.91 1.4103 0.0061889 +56765.32 1.4025 0.0033265 +56765.51 1.4241 0.010891 +56766.31 1.4166 0.0078491 +56769.85 1.4676 0.0098557 +56771.80 1.4916 0.0094539 +56772.81 1.5011 0.010391 +56778.46 1.5328 0.04788 +56780.78 1.4852 0.0099827 +56784.47 1.5248 0.034706 +56786.76 1.4982 0.0051841 +56787.82 1.4976 0.0051772 +56788.47 1.5172 0.012923 +56788.82 1.4932 0.0074413 +56792.49 1.4459 0.044731 +56793.50 1.499 0.024843 +56793.84 1.4805 0.0044748 +56795.50 1.4534 0.013504 +56795.77 1.4806 0.0099961 +56797.48 1.4879 0.013194 +56797.80 1.5104 0.012052 +56798.78 1.4916 0.012547 +56799.36 1.5146 0.05153 +56799.76 1.486 0.0099486 +56800.34 1.4926 0.0087852 +56800.45 1.4974 0.06266 +56801.41 1.4846 0.0071092 +56801.83 1.4789 0.011757 +56802.34 1.4922 0.00983 +56802.36 1.4952 0.032345 +56803.36 1.4992 0.010426 +56804.39 1.4939 0.0055301 +56804.76 1.4852 0.010283 +56805.78 1.4854 0.0091643 +56811.35 1.5102 0.006698 +56815.39 1.5515 0.0030784 +56817.39 1.5853 0.009272 +56817.42 1.5658 0.015331 +56818.37 1.5961 0.015792 +56819.43 1.5868 0.015267 +56820.33 1.6437 0.0041742 +56822.32 1.6245 0.0025825 +56823.36 1.6319 0.0032016 +56824.37 1.62635 0.0109763 +56825.40 1.608 0.0028948 +56825.43 1.6004 0.015385 +56827.39 1.5485 0.0052088 +56829.33 1.5125 0.0084753 +56831.30 1.4877 0.010661 +56832.30 1.4858 0.011003 +56834.35 1.5109 0.011089 +56834.40 1.5174 0.036405 +56835.40 1.4935 0.0054792 +56835.41 1.5018 0.032152 +56836.34 1.489 0.0075678 +56837.34 1.5005 0.0074576 +56837.41 1.5118 0.029164 +56839.36 1.491 0.005197 +56844.36 1.4689 0.0031776 +56845.28 1.4537 0.0047387 +56846.35 1.4406 0.0051653 +56848.29 1.4209 0.002773 +56850.33 1.4039 0.0047049 +56851.31 1.3763 0.0017419 +56852.29 1.3853 0.0027831 +56853.30 1.3591 0.003454 +56854.29 1.3416 0.0029901 +56857.27 1.3984 0.0074255 +56858.29 1.4287 0.0036334 diff --git a/lag/data/lc/4392A.lc b/lag/data/lc/4392A.lc new file mode 100644 index 0000000..f471dd7 --- /dev/null +++ b/lag/data/lc/4392A.lc @@ -0,0 +1,270 @@ +56698.36 1.49 0.0347 +56699.56 1.51 0.0369 +56702.42 1.5 0.0373 +56706.49 1.46 0.0359 +56708.23 1.46 0.0354 +56709.57 1.4 0.0447 +56710.11 1.47 0.0408 +56710.17 1.4 0.0398 +56710.64 1.42 0.0388 +56711.02 1.47 0.0419 +56711.36 1.4 0.0425 +56712.09 1.36 0.0371 +56713.23 1.41 0.0403 +56713.51 1.36 0.0382 +56713.96 1.36 0.0396 +56714.23 1.44 0.0399 +56714.51 1.41 0.0406 +56715.04 1.38 0.0396 +56715.64 1.35 0.0386 +56717.04 1.33 0.0378 +56718.37 1.28 0.0341 +56718.64 1.24 0.0359 +56719.71 1.32 0.0359 +56720.10 1.29 0.0387 +56720.38 1.29 0.0342 +56720.64 1.27 0.0369 +56720.97 1.28 0.0349 +56721.38 1.21 0.0327 +56721.57 1.23 0.0357 +56722.37 1.21 0.0332 +56722.84 1.21 0.0354 +56723.11 1.19 0.0338 +56723.44 1.25 0.0343 +56723.90 1.16 0.0332 +56724.45 1.19 0.033 +56724.57 1.21 0.0347 +56724.83 1.16 0.0343 +56725.17 1.17 0.0336 +56725.30 1.17 0.0333 +56725.64 1.19 0.0342 +56726.03 1.18 0.0367 +56726.31 1.18 0.0313 +56727.03 1.2342 0.025186 +56727.31 1.21 0.0315 +56727.51 1.16 0.0343 +56727.85 1.23 0.0346 +56728.58 1.26 0.0346 +56728.85 1.26 0.0338 +56729.64 1.2 0.0336 +56730.04 1.18 0.034 +56730.37 1.22 0.0329 +56730.63 1.22 0.0326 +56730.96 1.21 0.0325 +56731.37 1.22 0.0317 +56731.63 1.18 0.0321 +56732.05 1.22 0.0335 +56732.37 1.24 0.0324 +56732.72 1.3 0.0348 +56732.98 1.22 0.0327 +56733.23 1.26 0.0328 +56733.58 1.23 0.0333 +56733.97 1.24 0.0332 +56734.24 1.22 0.031 +56734.51 1.27 0.0349 +56734.90 1.25 0.0348 +56735.30 1.32 0.0337 +56735.64 1.24 0.034 +56736.30 1.33 0.0347 +56736.56 1.34 0.0368 +56736.90 1.29 0.0357 +56737.51 1.38 0.0397 +56737.90 1.34 0.0389 +56738.23 1.35 0.0356 +56738.51 1.38 0.0405 +56738.90 1.43 0.0398 +56739.23 1.43 0.0376 +56739.59 1.41 0.0406 +56739.98 1.48 0.0396 +56740.32 1.49 0.0394 +56740.52 1.44 0.0393 +56740.91 1.49 0.0408 +56741.32 1.44 0.0389 +56741.51 1.45 0.0414 +56741.90 1.53 0.0414 +56742.23 1.52 0.0399 +56742.72 1.5 0.0429 +56742.97 1.52 0.0408 +56743.37 1.53 0.0399 +56743.51 1.51 0.0416 +56744.44 1.5908 0.028132 +56744.51 1.55 0.0414 +56745.38 1.65 0.0464 +56745.58 1.6 0.0443 +56745.90 1.61 0.0446 +56746.24 1.57 0.0421 +56746.57 1.56 0.0436 +56746.90 1.6 0.0435 +56747.70 1.62 0.044 +56748.03 1.64 0.0445 +56748.51 1.59 0.0466 +56749.10 1.61 0.0426 +56749.38 1.58 0.0422 +56749.51 1.65 0.0466 +56750.45 1.66 0.0441 +56750.58 1.63 0.0448 +56751.57 1.6 0.0446 +56752.04 1.58 0.0437 +56752.63 1.57 0.0451 +56753.04 1.57 0.0427 +56753.37 1.5 0.041 +56753.70 1.47 0.0425 +56753.91 1.52 0.0398 +56754.17 1.49 0.0398 +56754.37 1.53 0.0384 +56755.05 1.45 0.0404 +56755.37 1.47 0.0402 +56755.52 1.45 0.0396 +56756.10 1.41 0.0393 +56756.30 1.44 0.0387 +56756.77 1.46 0.041 +56757.30 1.46 0.0394 +56757.52 1.43 0.0378 +56757.98 1.51 0.0401 +56758.31 1.46 0.0387 +56758.52 1.49 0.0391 +56758.97 1.4 0.0367 +56759.23 1.43 0.0376 +56759.83 1.49 0.0389 +56759.97 1.4 0.0369 +56760.30 1.43 0.0374 +56761.04 1.42 0.0375 +56761.83 1.5 0.0383 +56762.04 1.48 0.0388 +56762.30 1.45 0.0374 +56762.84 1.43 0.0409 +56763.05 1.43 0.0391 +56763.38 1.42 0.0379 +56763.52 1.41 0.0374 +56764.04 1.47 0.038 +56764.38 1.49 0.0389 +56764.77 1.42 0.0386 +56765.12 1.44 0.0406 +56765.70 1.49 0.0431 +56766.10 1.45 0.0406 +56766.38 1.41 0.0418 +56766.72 1.46 0.042 +56767.38 1.49 0.0414 +56768.45 1.45 0.039 +56769.38 1.47 0.0395 +56770.51 1.47 0.0408 +56770.85 1.51 0.0407 +56771.18 1.5 0.0397 +56774.72 1.56 0.0458 +56774.92 1.51 0.0822 +56775.58 1.52 0.0406 +56776.04 1.53 0.0407 +56776.24 1.53 0.0387 +56776.97 1.58 0.0414 +56777.37 1.56 0.0412 +56777.52 1.5 0.0419 +56778.59 1.52 0.042 +56779.38 1.56 0.0442 +56779.85 1.48 0.0401 +56780.25 1.51 0.0409 +56780.52 1.58 0.046 +56780.59 1.57 0.0447 +56782.10 1.46 0.0397 +56782.31 1.54 0.0402 +56782.71 1.52 0.042 +56782.98 1.49 0.0413 +56783.37 1.49 0.0423 +56783.56 1.48 0.0414 +56783.96 1.57 0.0425 +56785.04 1.49 0.0422 +56785.56 1.51 0.0418 +56786.36 1.56 0.0409 +56786.97 1.54 0.0424 +56787.31 1.53 0.0403 +56787.71 1.5 0.0423 +56787.98 1.54 0.0425 +56788.30 1.53 0.0424 +56789.04 1.52 0.0403 +56789.31 1.52 0.04 +56789.65 1.48 0.0426 +56789.97 1.53 0.0413 +56790.63 1.46 0.0403 +56791.04 1.52 0.0419 +56791.63 1.48 0.0416 +56791.96 1.53 0.0406 +56792.37 1.55 0.0427 +56792.51 1.47 0.0437 +56792.84 1.63 0.0425 +56793.84 1.53 0.0401 +56794.25 1.49 0.0419 +56794.69 1.51 0.0447 +56795.36 1.48 0.044 +56795.89 1.5 0.0396 +56796.89 1.52 0.0411 +56797.23 1.49 0.0503 +56798.51 1.57 0.0444 +56798.89 1.47 0.0396 +56799.22 1.5 0.038 +56799.56 1.61 0.0412 +56800.02 1.48 0.0376 +56800.36 1.52 0.0422 +56800.83 1.53 0.04 +56801.10 1.52 0.0401 +56802.09 1.54 0.0381 +56802.63 1.55 0.0385 +56802.89 1.56 0.0449 +56803.63 1.49 0.04 +56804.23 1.57 0.0416 +56805.09 1.52 0.0425 +56805.97 1.54 0.0401 +56806.37 1.52 0.0396 +56806.89 1.54 0.041 +56807.22 1.56 0.0406 +56807.89 1.53 0.041 +56808.55 1.47 0.0393 +56808.89 1.55 0.0415 +56809.22 1.52 0.0426 +56809.89 1.59 0.0425 +56810.22 1.58 0.0435 +56810.55 1.49 0.0402 +56810.89 1.58 0.0423 +56811.22 1.52 0.0449 +56811.75 1.52 0.0417 +56812.02 1.63 0.0449 +56812.37 1.58 0.0436 +56812.55 1.55 0.0423 +56812.89 1.6 0.0439 +56813.22 1.56 0.0443 +56813.55 1.56 0.0432 +56813.97 1.59 0.0414 +56814.37 1.61 0.042 +56814.55 1.58 0.046 +56814.62 1.61 0.0411 +56815.69 1.6 0.0442 +56815.95 1.62 0.0458 +56816.23 1.61 0.0439 +56817.62 1.67 0.0425 +56818.09 1.71 0.0398 +56818.24 1.72 0.0471 +56818.70 1.78 0.0498 +56818.96 1.66 0.044 +56819.69 1.65 0.0457 +56820.23 1.72 0.0468 +56820.57 1.79 0.049 +56820.64 1.69 0.0467 +56820.69 1.73 0.047 +56821.90 1.71 0.0453 +56822.36 1.67 0.0455 +56823.15 1.66 0.0468 +56823.29 1.67 0.0444 +56824.62 1.73 0.0486 +56825.36 1.65 0.0449 +56825.55 1.78 0.0469 +56825.95 1.59 0.0348 +56826.43 1.65 0.0459 +56826.76 1.64 0.0448 +56827.04 1.59 0.0423 +56827.43 1.58 0.0434 +56827.88 1.57 0.0421 +56828.15 1.59 0.0435 +56828.43 1.57 0.0431 +56828.55 1.61 0.0368 +56829.02 1.61 0.044 +56829.81 1.56 0.0445 +56830.15 1.54 0.0416 +56830.42 1.55 0.0423 diff --git a/lag/data/lc/4775A.lc b/lag/data/lc/4775A.lc new file mode 100644 index 0000000..061cf8d --- /dev/null +++ b/lag/data/lc/4775A.lc @@ -0,0 +1,171 @@ +56693.79 1.3556 0.0018012 +56694.77 1.3742 0.0027779 +56695.71 1.3882 0.0047708 +56696.25 1.3844 0.032561 +56696.73 1.3912 0.0020569 +56696.98 1.4217 0.018527 +56697.27 1.4114 0.023255 +56697.76 1.4082 0.0014072 +56698.25 1.4228 0.031321 +56698.61 1.4162 0.0086627 +56698.72 1.416 0.0016121 +56699.71 1.4234 0.0015308 +56700.69 1.4274 0.0087576 +56701.28 1.392 0.039884 +56701.57 1.4389 0.0016379 +56701.83 1.4246 0.01769 +56702.64 1.4293 0.0015642 +56703.01 1.4306 0.018669 +56703.88 1.4434 0.016975 +56704.84 1.4445 0.017139 +56705.95 1.4395 0.017397 +56706.98 1.4586 0.017364 +56708.02 1.4447 0.018355 +56709.25 1.3975 0.025656 +56709.83 1.4248 0.018702 +56710.66 1.3859 0.0053184 +56711.69 1.3688 0.001846 +56711.92 1.3312 0.022319 +56712.27 1.3782 0.045865 +56713.27 1.376 0.039367 +56713.72 1.3613 0.0014292 +56713.92 1.4009 0.018904 +56714.73 1.3515 0.0027151 +56715.28 1.3844 0.038556 +56715.83 1.3836 0.021491 +56716.66 1.3199 0.0065605 +56717.73 1.2958 0.0021769 +56717.95 1.2649 0.026928 +56718.67 1.293 0.0023803 +56719.60 1.2674 0.021553 +56720.69 1.2655 0.0022636 +56721.71 1.2395 0.0020276 +56722.74 1.2039 0.0023331 +56723.57 1.2086 0.0021431 +56724.53 1.2153 0.0020434 +56725.53 1.1918 0.001573 +56726.17 1.2 0.052623 +56727.15 1.1863 0.06233 +56728.58 1.2158 0.0018774 +56729.49 1.2158 0.0018336 +56730.54 1.2266 0.0017298 +56730.83 1.1981 0.044497 +56733.80 1.184 0.035437 +56734.48 1.255 0.0020904 +56735.50 1.2837 0.0021313 +56735.86 1.3019 0.053416 +56736.50 1.3646 0.0020129 +56736.77 1.2761 0.032299 +56740.86 1.4375 0.023473 +56741.61 1.415 0.0022229 +56741.71 1.4343 0.022541 +56743.59 1.4792 0.0022983 +56744.70 1.4929 0.020653 +56746.83 1.5082 0.021297 +56747.97 1.5504 0.02266 +56748.75 1.4933 0.019786 +56749.75 1.5101 0.017202 +56751.98 1.4874 0.018864 +56752.58 1.5141 0.0033156 +56753.58 1.4791 0.0030625 +56754.55 1.4521 0.0027433 +56755.56 1.4049 0.002122 +56755.98 1.4117 0.01964 +56756.48 1.4193 0.015837 +56757.14 1.4389 0.048528 +56757.47 1.4304 0.0092279 +56758.74 1.434 0.018826 +56759.88 1.4032 0.019818 +56760.20 1.3704 0.053731 +56761.60 1.3948 0.0020177 +56762.47 1.4264 0.0023044 +56762.78 1.4077 0.018136 +56763.56 1.4296 0.0021244 +56763.75 1.4258 0.017724 +56764.82 1.4209 0.017879 +56765.04 1.4136 0.041984 +56765.58 1.4012 0.0021774 +56765.87 1.4106 0.018453 +56770.53 1.4266 0.0029852 +56770.78 1.4534 0.017933 +56771.51 1.4615 0.0030284 +56772.08 1.4842 0.037162 +56772.50 1.4555 0.0023008 +56772.82 1.4586 0.01994 +56773.83 1.4698 0.01858 +56774.76 1.4682 0.023826 +56775.55 1.4881 0.0021703 +56776.07 1.5082 0.026499 +56777.02 1.4913 0.048642 +56777.53 1.4646 0.0028533 +56778.50 1.4665 0.002608 +56779.40 1.4657 0.011854 +56779.49 1.465 0.0025238 +56779.85 1.4536 0.01926 +56780.49 1.4625 0.0029884 +56780.82 1.4588 0.019312 +56781.49 1.4633 0.0030656 +56782.45 1.4378 0.002792 +56782.74 1.4478 0.020494 +56783.45 1.4521 0.0028214 +56784.44 1.4749 0.0032331 +56785.47 1.4874 0.0029764 +56786.48 1.4684 0.0028576 +56787.40 1.4572 0.002205 +56790.46 1.4528 0.0020048 +56793.46 1.4617 0.002066 +56794.46 1.4552 0.0028249 +56795.44 1.4342 0.0035353 +56796.45 1.4478 0.0037027 +56797.45 1.4572 0.0038895 +56798.44 1.4722 0.0034131 +56799.44 1.4602 0.0032299 +56800.44 1.4572 0.0032292 +56801.43 1.4536 0.0034059 +56802.44 1.4516 0.0021506 +56803.44 1.4539 0.0029914 +56805.46 1.4516 0.0032424 +56806.43 1.4541 0.0023379 +56807.43 1.4455 0.0022998 +56808.41 1.4658 0.0029973 +56809.43 1.4679 0.0030522 +56810.43 1.4644 0.0036251 +56813.40 1.4582 0.0032039 +56814.45 1.4841 0.0028946 +56815.40 1.5082 0.0031475 +56816.41 1.5101 0.0032889 +56816.64 1.4827 0.017415 +56817.41 1.5363 0.0028181 +56817.83 1.5248 0.023106 +56818.41 1.5298 0.0025621 +56819.41 1.5733 0.0025888 +56822.39 1.574 0.0029131 +56823.41 1.5714 0.0033928 +56824.40 1.5753 0.0032094 +56825.41 1.5723 0.003941 +56826.29 1.538 0.012682 +56826.39 1.5305 0.003586 +56827.40 1.5166 0.0034523 +56828.40 1.5059 0.0031421 +56829.41 1.4761 0.0033231 +56830.40 1.4707 0.0036825 +56831.39 1.4668 0.0033127 +56832.44 1.4649 0.0030247 +56833.40 1.4757 0.002763 +56834.39 1.4909 0.0027646 +56835.39 1.4627 0.0028351 +56837.23 1.4685 0.012595 +56839.33 1.4648 0.010757 +56841.41 1.4786 0.0030831 +56843.39 1.4545 0.0030295 +56845.41 1.4491 0.0031735 +56847.40 1.4168 0.0022144 +56848.85 1.3626 0.057652 +56858.39 1.4099 0.0033488 +56860.39 1.4178 0.0033028 +56861.38 1.4088 0.0027736 +56862.39 1.4014 0.0035174 +56863.38 1.3759 0.0026065 +56864.38 1.3922 0.0034208 +56864.69 1.3747 0.024862 +56865.38 1.4296 0.0033445 diff --git a/lag/data/lc/5404A.lc b/lag/data/lc/5404A.lc new file mode 100644 index 0000000..63b9355 --- /dev/null +++ b/lag/data/lc/5404A.lc @@ -0,0 +1,419 @@ +56692.87 1.3015 0.011448 +56693.83 1.2926 0.0049648 +56693.89 1.3128 0.0078165 +56697.55 1.334 0.0068248 +56697.82 1.3304 0.0050462 +56697.83 1.3275 0.0081106 +56698.53 1.3372 0.0039742 +56699.47 1.348 0.0031266 +56700.50 1.3461 0.0033659 +56701.0 1.3684 0.02324 +56701.03 1.3498 0.0055328 +56701.56 1.3462 0.0023048 +56701.82 1.3487 0.0035889 +56701.83 1.3423 0.0053838 +56701.98 1.3657 0.02688 +56702.53 1.3479 0.0028322 +56702.81 1.3469 0.003563 +56703.86 1.3542 0.0069003 +56704.80 1.3734 0.0043926 +56705.86 1.3553 0.0049159 +56706.85 1.362 0.0048569 +56707.01 1.3484 0.003506 +56707.88 1.3807 0.0057964 +56708.00 1.3554 0.0032078 +56708.62 1.3492 0.0035231 +56708.89 1.3725 0.027551 +56708.92 1.3251 0.0089579 +56709.00 1.348 0.0030869 +56709.59 1.3372 0.0026157 +56709.81 1.3395 0.0036601 +56709.86 1.3528 0.0054787 +56709.96 1.3615 0.0051558 +56710.01 1.3274 0.0032491 +56710.47 1.3308 0.0037517 +56710.93 1.3328 0.022782 +56711.01 1.3038 0.00582 +56711.80 1.3381 0.0081593 +56711.89 1.3472 0.034579 +56712.00 1.3301 0.0052106 +56712.21 1.3331 0.0072942 +56712.91 1.3439 0.030065 +56713.20 1.3173 0.0068688 +56713.82 1.3168 0.0058476 +56714.21 1.3016 0.011241 +56714.46 1.2988 0.0035496 +56715.03 1.3066 0.004806 +56715.54 1.3198 0.0076388 +56715.82 1.2902 0.007993 +56715.89 1.262 0.0064742 +56716.01 1.2929 0.0050264 +56716.85 1.2957 0.0089603 +56716.92 1.2496 0.0058402 +56717.90 1.2463 0.0065271 +56718.47 1.2464 0.004673 +56722.94 1.1669 0.0097179 +56723.45 1.1586 0.0041934 +56723.88 1.155 0.010313 +56725.86 1.1526 0.0093364 +56727.45 1.1572 0.0037123 +56729.83 1.187 0.01018 +56730.87 1.1873 0.0090512 +56730.92 1.193 0.0095081 +56731.88 1.1849 0.02929 +56731.89 1.2099 0.01134 +56732.50 1.2056 0.0025845 +56733.04 1.1503 0.025934 +56733.81 1.1726 0.0091736 +56734.87 1.2002 0.00905 +56734.94 1.2279 0.011022 +56735.78 1.266 0.0048115 +56735.94 1.2559 0.0033219 +56737.43 1.263 0.0019183 +56738.44 1.2825 0.0027635 +56738.99 1.3007 0.0036749 +56739.92 1.3332 0.0086062 +56739.93 1.334 0.0039549 +56739.95 1.3337 0.029216 +56740.97 1.3431 0.0058499 +56741.74 1.366 0.0054316 +56741.88 1.3491 0.0083328 +56741.92 1.3509 0.0049037 +56741.95 1.3447 0.0080607 +56742.44 1.366 0.0043412 +56742.92 1.3529 0.0065057 +56743.0 1.3745 0.0068076 +56744.44 1.3954 0.0042349 +56744.51 1.3805 0.0074291 +56744.94 1.3925 0.0052984 +56745.0 1.401 0.0065568 +56745.80 1.4134 0.0065152 +56745.87 1.4079 0.0047798 +56746.70 1.4183 0.0083507 +56748.47 1.4361 0.0037938 +56750.38 1.4405 0.0034363 +56752.41 1.4113 0.0040726 +56753.32 1.3975 0.0028203 +56753.50 1.3775 0.010844 +56753.94 1.38 0.0052644 +56753.99 1.3695 0.016217 +56754.37 1.3593 0.0030401 +56754.98 1.3435 0.025901 +56755.42 1.3508 0.0033019 +56755.53 1.3526 0.0089639 +56755.88 1.3509 0.0088153 +56756.73 1.3723 0.0053865 +56756.93 1.3581 0.0048345 +56756.98 1.3783 0.035785 +56757.34 1.3458 0.0017746 +56757.43 1.3627 0.0086038 +56757.96 1.3677 0.020351 +56758.47 1.3423 0.0072538 +56758.51 1.334 0.0059941 +56758.89 1.3447 0.008403 +56758.98 1.3535 0.010164 +56759.92 1.3569 0.023958 +56760.58 1.3436 0.0097197 +56760.94 1.3262 0.035314 +56761.52 1.3501 0.0090655 +56762.80 1.3461 0.0060227 +56765.94 1.3461 0.033987 +56766.38 1.3284 0.0018817 +56766.80 1.3143 0.0092455 +56766.94 1.3743 0.050313 +56767.01 1.3149 0.0080411 +56767.87 1.3192 0.00717 +56767.89 1.3304 0.0052311 +56767.94 1.315 0.021638 +56767.98 1.332 0.005041 +56768.33 1.3282 0.0040176 +56768.84 1.3465 0.0060648 +56768.96 1.3596 0.033962 +56769.26 1.3387 0.0049062 +56769.86 1.3582 0.0045895 +56769.95 1.3541 0.0085384 +56770.28 1.3525 0.0085955 +56770.68 1.3663 0.0062835 +56770.94 1.3552 0.008135 +56771.81 1.3759 0.0047685 +56772.46 1.3663 0.0089764 +56772.92 1.3807 0.010976 +56773.24 1.3796 0.0041614 +56773.69 1.393 0.0058436 +56774.27 1.3847 0.0046729 +56774.66 1.3935 0.0062883 +56775.28 1.3905 0.0054211 +56775.29 1.3945 0.01167 +56776.0 1.3863 0.010846 +56776.26 1.3858 0.0046827 +56777.25 1.38 0.0045377 +56777.70 1.3743 0.0058751 +56777.94 1.3753 0.007741 +56778.25 1.3797 0.005077 +56779.28 1.377 0.0047289 +56779.79 1.3711 0.014531 +56779.92 1.3627 0.01627685 +56780.23 1.3885 0.0097672 +56780.27 1.3756 0.0048822 +56780.66 1.3867 0.0058075 +56780.79 1.3784 0.0050084 +56780.83 1.3809 0.0086531 +56780.95 1.3817 0.0095931 +56781.25 1.374 0.0042705 +56781.70 1.3836 0.0058812 +56781.73 1.3764 0.00559 +56781.95 1.3693 0.013448 +56782.40 1.3729 0.0058877 +56782.70 1.3773 0.0053601 +56783.28 1.3675 0.0078533 +56783.64 1.3724 0.0057689 +56783.66 1.3691 0.0050301 +56783.89 1.3707 0.012399 +56784.64 1.3824 0.0054921 +56784.88 1.3779 0.0066715 +56785.64 1.3996 0.0065604 +56785.87 1.3928 0.0066786 +56785.93 1.3911 0.0093857 +56786.77 1.3852 0.0035248 +56786.94 1.356 0.0069573 +56787.27 1.3832 0.0057162 +56787.83 1.3766 0.0032015 +56787.92 1.3724 0.013669 +56788.26 1.3829 0.0061468 +56788.67 1.3824 0.0054235 +56788.83 1.3783 0.0030632 +56789.21 1.3636 0.006561 +56789.44 1.3774 0.008889 +56789.70 1.3707 0.0049077 +56789.83 1.375 0.026838 +56789.94 1.3681 0.0048667 +56790.28 1.3509 0.0044785 +56790.35 1.3611 0.0070892 +56791.77 1.3676 0.0082408 +56791.92 1.3482 0.0049296 +56792.67 1.3531 0.0050591 +56792.92 1.3594 0.0062627 +56793.57 1.3627 0.015681 +56793.66 1.3738 0.0053303 +56793.77 1.3749 0.0046879 +56793.85 1.3775 0.0026903 +56793.88 1.3728 0.018634 +56794.67 1.3723 0.0053666 +56794.88 1.3841 0.027585 +56795.31 1.3745 0.0078112 +56795.33 1.3616 0.0027357 +56795.63 1.3674 0.0061207 +56795.78 1.3711 0.0034213 +56795.88 1.3394 0.028858 +56795.92 1.36 0.0042821 +56796.31 1.361 0.0064659 +56796.67 1.3681 0.0061379 +56796.90 1.3624 0.0048217 +56797.55 1.3694 0.016301 +56797.72 1.379 0.005442 +56797.78 1.3628 0.0086234 +56797.81 1.377 0.0053755 +56798.64 1.3794 0.0059747 +56798.77 1.3784 0.0091392 +56798.79 1.36855 0.0062715 +56799.65 1.3753 0.0065277 +56799.67 1.3681 0.0050932 +56799.68 1.3752 0.009157 +56799.77 1.3756 0.0050314 +56799.79 1.3703 0.0053244 +56799.85 1.3758 0.022116 +56800.24 1.3715 0.0073715 +56800.38 1.3665 0.0033111 +56800.65 1.3722 0.00519 +56800.75 1.3744 0.0088254 +56800.87 1.3597 0.0157418 +56800.94 1.3792 0.012511 +56801.26 1.3591 0.0089859 +56801.42 1.3724 0.00348 +56801.71 1.3691 0.0059547 +56801.84 1.3795 0.0049688 +56801.95 1.3801 0.015074 +56802.30 1.3554 0.0093418 +56802.35 1.3722 0.0045033 +56802.85 1.3428 0.021998 +56802.88 1.3812 0.010211 +56803.33 1.3758 0.0073988 +56803.37 1.3674 0.0046999 +56803.74 1.3764 0.0050049 +56803.84 1.3644 0.029975 +56803.89 1.3792 0.012749 +56804.26 1.3611 0.0069258 +56804.39 1.37 0.0029551 +56804.77 1.3782 0.0072889 +56804.84 1.3662 0.019254 +56805.20 1.3772 0.0094701 +56805.54 1.3634 0.015812 +56805.79 1.3739 0.0044032 +56805.86 1.3639 0.029407 +56806.68 1.3728 0.006829 +56806.84 1.372 0.030215 +56806.88 1.3747 0.009996 +56807.69 1.3779 0.0068201 +56807.86 1.3631 0.01794 +56808.83 1.3696 0.023198 +56809.66 1.3907 0.0059947 +56809.84 1.3467 0.02882 +56810.33 1.3789 0.0070161 +56810.54 1.3849 0.017907 +56810.64 1.3913 0.0059442 +56810.80 1.3816 0.02084 +56811.33 1.3809 0.0042115 +56811.70 1.3891 0.006435 +56812.65 1.3849 0.0062972 +56812.71 1.384 0.0063394 +56812.89 1.3829 0.0085367 +56813.71 1.391 0.0059256 +56813.73 1.3868 0.0068236 +56813.76 1.386 0.0083673 +56814.67 1.3928 0.0063221 +56814.72 1.3947 0.0085586 +56814.77 1.3818 0.0087613 +56815.40 1.4064 0.0039732 +56815.65 1.4091 0.0060221 +56815.81 1.4064 0.0087731 +56816.68 1.4255 0.0087506 +56816.73 1.4043 0.0054766 +56817.33 1.4303 0.0086781 +56817.39 1.428 0.0031016 +56818.29 1.4372 0.0083655 +56818.31 1.4593 0.0027926 +56818.63 1.4522 0.0071968 +56818.81 1.4665 0.0098153 +56819.27 1.4654 0.013555 +56819.29 1.4906 0.010717 +56819.71 1.4803 0.010064 +56819.82 1.4911 0.0071611 +56820.74 1.4901 0.0090174 +56820.78 1.5003 0.030815 +56820.80 1.4904 0.0087232 +56821.32 1.4987 0.011388 +56821.35 1.4895 0.0025167 +56821.75 1.4662 0.026224 +56822.31 1.4688 0.0046507 +56822.68 1.4814 0.010671 +56823.35 1.473 0.0037618 +56823.75 1.4734 0.029445 +56824.40 1.4702 0.0030449 +56824.74 1.4709 0.027305 +56825.37 1.4637 0.0033362 +56825.75 1.448 0.0093566 +56826.65 1.418 0.0090934 +56826.66 1.4233 0.020881 +56826.68 1.4147 0.0067612 +56827.40 1.4199 0.0043768 +56827.61 1.409 0.019646 +56827.67 1.427 0.011259 +56827.77 1.4092 0.0088231 +56828.30 1.415 0.0121 +56828.78 1.4112 0.0084499 +56829.28 1.3952 0.019085 +56829.30 1.4059 0.0061908 +56829.75 1.3858 0.0093359 +56830.24 1.3956 0.013842 +56830.30 1.4003 0.010476 +56830.77 1.3954 0.0052657 +56831.27 1.4004 0.012263 +56831.28 1.3797 0.0070548 +56831.62 1.3797 0.017446 +56832.27 1.37815 0.0090954 +56832.48 1.3874 0.018162 +56832.82 1.3973 0.0083418 +56833.48 1.3831 0.017626 +56833.74 1.3906 0.021709 +56833.82 1.3821 0.0084434 +56834.32 1.3824 0.0074214 +56834.66 1.3851 0.0056076 +56835.38 1.3768 0.0035494 +56835.71 1.3733 0.027463 +56836.31 1.3756 0.004897 +56836.62 1.3788 0.017179 +56836.70 1.3605 0.0055677 +56836.72 1.3916 0.021277 +56836.81 1.3778 0.012697 +56837.31 1.3739 0.004824 +56837.62 1.3859 0.017927 +56837.65 1.3744 0.0056353 +56837.72 1.368 0.018514 +56837.77 1.3859 0.0096745 +56838.30 1.3979 0.012039 +56838.62 1.3857 0.0058049 +56838.75 1.361 0.021287 +56838.77 1.3808 0.0087214 +56839.34 1.3789 0.0033839 +56839.48 1.3825 0.01754 +56839.62 1.3799 0.0054273 +56839.69 1.387 0.0051112 +56839.72 1.3744 0.042714 +56839.75 1.3801 0.0093899 +56840.26 1.3708 0.010112 +56840.61 1.4005 0.02501 +56840.66 1.3846 0.0060476 +56840.70 1.3875 0.0057907 +56840.71 1.3753 0.026081 +56840.78 1.3917 0.008624 +56841.66 1.3786 0.0053893 +56841.72 1.3807 0.018952 +56841.83 1.3866 0.0086008 +56842.47 1.3824 0.017307 +56844.36 1.3669 0.0020477 +56844.69 1.3672 0.0054906 +56844.72 1.3902 0.018153 +56845.27 1.3633 0.0074113 +56845.28 1.3557 0.0020551 +56845.60 1.3446 0.025227 +56845.73 1.3597 0.020087 +56846.22 1.3734 0.0081665 +56846.24 1.3542 0.0082663 +56846.34 1.3607 0.001455 +56846.64 1.3618 0.0054481 +56846.79 1.3526 0.0083406 +56847.25 1.3568 0.0062722 +56847.66 1.3426 0.0054332 +56848.29 1.3465 0.0038539 +56848.63 1.3404 0.0057355 +56848.72 1.3505 0.030105 +56850.29 1.3339 0.0030655 +56850.33 1.3216 0.0077773 +56850.59 1.3275 0.025331 +56850.63 1.319 0.0074333 +56850.72 1.3237 0.033135 +56851.58 1.3061 0.025924 +56851.63 1.313 0.0052846 +56852.28 1.299 0.0019276 +56852.63 1.3141 0.0056779 +56853.31 1.2907 0.0017353 +56854.32 1.277 0.0021893 +56854.71 1.2509 0.032587 +56855.54 1.2734 0.028172 +56855.72 1.283 0.034354 +56855.76 1.2864 0.012566 +56856.70 1.2863 0.0192756 +56856.75 1.2787 0.0083519 +56857.27 1.3185 0.0074665 +56857.56 1.2979 0.027271 +56857.72 1.3241 0.028554 +56858.29 1.3301 0.0038614 +56858.71 1.3294 0.062865 +56859.30 1.3426 0.011231 +56860.63 1.3308 0.008094 +56860.73 1.3337 0.042759 +56861.20 1.3069 0.0078444 +56861.62 1.3213 0.0053736 +56861.67 1.2989 0.015693 +56861.69 1.2997 0.090132 +56862.69 1.2907 0.015882 +56862.70 1.3267 0.027009 +56863.24 1.2746 0.011061 +56863.63 1.3195 0.0088272 +56863.71 1.3322 0.021077 +56863.74 1.3161 0.025621 +56864.51 1.317 0.026839 +56864.63 1.311 0.0084238 +56864.70 1.3381 0.05612 +56865.63 1.3474 0.0089977 +56865.69 1.3945 0.028168 diff --git a/lag/data/lc/5468A.lc b/lag/data/lc/5468A.lc new file mode 100644 index 0000000..a68eb3f --- /dev/null +++ b/lag/data/lc/5468A.lc @@ -0,0 +1,259 @@ +56698.37 1.22 0.0344 +56706.49 1.24 0.0369 +56708.23 1.22 0.0358 +56709.57 1.23 0.0483 +56710.11 1.22 0.0416 +56710.17 1.18 0.0421 +56710.64 1.21 0.0404 +56711.03 1.11 0.04 +56711.36 1.15 0.0434 +56712.10 1.15 0.0387 +56713.23 1.21 0.0425 +56713.51 1.15 0.04 +56713.96 1.18 0.042 +56714.23 1.24 0.0418 +56714.51 1.15 0.0414 +56715.05 1.2 0.0423 +56717.04 1.15 0.04 +56718.37 1.1 0.0361 +56718.64 1.1 0.0391 +56719.71 1.18 0.0392 +56720.10 1.08 0.0404 +56720.38 1.14 0.037 +56720.64 1.06 0.0384 +56720.97 1.16 0.0384 +56721.38 1.04 0.035 +56721.57 1.12 0.0399 +56722.37 1.08 0.0365 +56722.85 1.08 0.0389 +56723.12 1.08 0.0375 +56723.45 1.03 0.035 +56723.90 1.04 0.0368 +56724.45 1.06 0.0364 +56724.57 1.11 0.0389 +56724.83 1.09 0.0395 +56725.17 1.04 0.0367 +56725.30 1.05 0.0371 +56725.64 1.07 0.0379 +56726.03 1.12 0.0425 +56726.32 1.08 0.0349 +56727.03 1.0764 0.027175 +56727.31 1.07 0.0342 +56727.51 1.07 0.0388 +56727.85 1.11 0.0383 +56728.58 1.08 0.0367 +56728.85 1.05 0.0348 +56729.65 1.13 0.0384 +56730.04 1.1 0.0385 +56730.38 1.07 0.0354 +56730.64 1.09 0.0358 +56730.97 1.08 0.0354 +56731.37 1.06 0.038 +56731.64 1.13 0.0372 +56732.05 1.08 0.0364 +56732.38 1.11 0.0354 +56732.72 1.07 0.0355 +56732.98 1.09 0.0357 +56733.24 1.1 0.0351 +56733.58 1.04 0.035 +56733.98 1.08 0.0355 +56734.24 1.06 0.0329 +56734.52 1.1 0.0372 +56734.90 1.13 0.0383 +56735.30 1.13 0.035 +56735.64 1.07 0.0363 +56735.98 1.03 0.0337 +56736.30 1.15 0.0365 +56736.57 1.1 0.0375 +56736.90 1.08 0.0371 +56737.52 1.2 0.0424 +56737.90 1.11 0.0401 +56738.24 1.14 0.037 +56738.52 1.19 0.043 +56738.90 1.19 0.0407 +56739.24 1.15 0.0374 +56739.59 1.17 0.0419 +56739.99 1.17 0.0386 +56740.32 1.25 0.0404 +56740.52 1.25 0.0415 +56740.92 1.23 0.0414 +56741.32 1.25 0.0407 +56741.52 1.24 0.0433 +56741.90 1.21 0.0403 +56742.24 1.21 0.0392 +56742.72 1.26 0.0441 +56742.97 1.27 0.0414 +56743.38 1.27 0.0402 +56743.52 1.29 0.0432 +56744.44 1.3054 0.027995 +56744.52 1.29 0.0421 +56745.38 1.28 0.0442 +56745.59 1.32 0.0445 +56745.91 1.32 0.0445 +56746.24 1.3 0.0423 +56746.58 1.28 0.0438 +56746.90 1.32 0.0438 +56747.70 1.33 0.0439 +56748.03 1.31 0.0434 +56748.51 1.28 0.0463 +56749.10 1.27 0.0414 +56749.38 1.31 0.0425 +56749.52 1.3 0.0452 +56750.45 1.33 0.043 +56750.58 1.24 0.0421 +56751.57 1.27 0.0436 +56752.04 1.25 0.0428 +56752.64 1.31 0.0461 +56753.04 1.27 0.0425 +56753.37 1.34 0.0442 +56753.70 1.28 0.0452 +56753.92 1.24 0.0397 +56754.17 1.25 0.0407 +56754.37 1.23 0.0378 +56755.05 1.29 0.0437 +56755.37 1.28 0.0424 +56755.52 1.2 0.0405 +56756.10 1.17 0.0401 +56756.31 1.15 0.0384 +56756.77 1.2 0.0414 +56757.30 1.28 0.042 +56757.52 1.16 0.0378 +56757.98 1.2 0.0393 +56758.31 1.26 0.0405 +56758.52 1.22 0.0391 +56758.97 1.21 0.0386 +56759.24 1.2 0.0384 +56759.84 1.23 0.0392 +56759.97 1.2 0.0385 +56760.30 1.24 0.0395 +56761.04 1.19 0.0384 +56761.84 1.22 0.0381 +56762.05 1.21 0.0389 +56762.31 1.16 0.0368 +56762.84 1.22 0.0429 +56763.05 1.22 0.0408 +56763.38 1.19 0.0389 +56763.52 1.22 0.0395 +56764.04 1.24 0.0392 +56764.39 1.19 0.0383 +56764.77 1.25 0.0414 +56765.12 1.21 0.042 +56765.70 1.22 0.0435 +56766.10 1.26 0.043 +56766.39 1.17 0.043 +56766.73 1.2 0.0428 +56767.39 1.22 0.0417 +56769.39 1.23 0.0405 +56770.51 1.19 0.0407 +56770.85 1.25 0.0413 +56771.18 1.3 0.0416 +56774.72 1.3 0.0469 +56775.58 1.21 0.0398 +56776.04 1.27 0.0412 +56776.24 1.28 0.0392 +56777.52 1.23 0.0422 +56778.59 1.24 0.0423 +56779.38 1.26 0.044 +56779.85 1.27 0.0417 +56780.25 1.26 0.0417 +56780.52 1.33 0.0473 +56780.59 1.27 0.0446 +56782.10 1.22 0.0409 +56782.31 1.23 0.0394 +56782.71 1.28 0.0432 +56782.98 1.24 0.0423 +56783.37 1.27 0.044 +56783.57 1.26 0.043 +56783.97 1.26 0.0419 +56785.04 1.26 0.0437 +56785.57 1.25 0.0426 +56786.37 1.25 0.0402 +56786.98 1.2 0.0409 +56787.31 1.26 0.0405 +56787.71 1.22 0.0428 +56787.98 1.26 0.0429 +56788.31 1.27 0.0431 +56789.05 1.28 0.0412 +56789.31 1.23 0.0397 +56789.65 1.29 0.045 +56789.97 1.25 0.0412 +56790.64 1.24 0.0419 +56791.64 1.21 0.0421 +56791.97 1.24 0.0403 +56792.37 1.24 0.0425 +56792.51 1.23 0.0451 +56792.85 1.3 0.0415 +56793.85 1.3 0.0413 +56794.25 1.24 0.0428 +56794.70 1.24 0.0453 +56795.36 1.3 0.0469 +56796.89 1.26 0.0416 +56798.51 1.28 0.0446 +56798.89 1.25 0.041 +56799.23 1.27 0.0391 +56799.56 1.24 0.039 +56800.03 1.23 0.0379 +56800.36 1.25 0.0426 +56800.83 1.23 0.0393 +56801.10 1.23 0.0396 +56802.10 1.22 0.037 +56802.63 1.29 0.0386 +56804.23 1.24 0.0403 +56805.09 1.25 0.0427 +56805.36 1.24 0.0409 +56805.98 1.25 0.0397 +56806.37 1.22 0.039 +56806.89 1.3 0.0421 +56807.23 1.28 0.0405 +56807.89 1.26 0.0414 +56808.56 1.2 0.0396 +56808.89 1.25 0.0411 +56809.22 1.31 0.044 +56809.89 1.33 0.043 +56810.22 1.27 0.0429 +56810.56 1.29 0.0421 +56810.89 1.29 0.042 +56811.22 1.24 0.0452 +56811.76 1.28 0.0428 +56812.02 1.31 0.044 +56812.37 1.27 0.0431 +56812.56 1.26 0.0424 +56813.23 1.24 0.0435 +56813.56 1.32 0.0443 +56813.97 1.29 0.0411 +56814.37 1.23 0.0397 +56814.56 1.32 0.047 +56814.63 1.34 0.0412 +56815.70 1.29 0.0436 +56815.96 1.3 0.0451 +56816.23 1.29 0.0433 +56817.63 1.31 0.0405 +56818.09 1.34 0.0376 +56818.24 1.31 0.0441 +56818.71 1.3 0.045 +56818.96 1.36 0.044 +56819.70 1.37 0.0459 +56820.23 1.42 0.0466 +56820.57 1.33 0.045 +56820.64 1.37 0.0459 +56820.69 1.35 0.0448 +56821.91 1.33 0.0431 +56822.37 1.33 0.0443 +56823.16 1.35 0.0465 +56823.30 1.31 0.0425 +56824.62 1.37 0.047 +56825.36 1.32 0.0439 +56825.55 1.36 0.0439 +56825.96 1.33 0.0346 +56826.43 1.36 0.046 +56826.76 1.29 0.0434 +56827.04 1.29 0.0422 +56827.43 1.33 0.0443 +56827.88 1.28 0.0417 +56828.15 1.32 0.044 +56828.43 1.28 0.0432 +56828.56 1.31 0.0357 +56829.02 1.31 0.0438 +56829.82 1.25 0.0439 +56830.15 1.25 0.0413 +56830.42 1.26 0.0421 diff --git a/lag/data/lc/6175A.lc b/lag/data/lc/6175A.lc new file mode 100644 index 0000000..803c2c7 --- /dev/null +++ b/lag/data/lc/6175A.lc @@ -0,0 +1,171 @@ +56693.79 1.5304 0.0010731 +56694.77 1.542 0.0023399 +56695.71 1.5483 0.0032219 +56696.73 1.5625 0.0012458 +56696.98 1.5768 0.008727 +56697.76 1.5663 0.0021267 +56698.25 1.5354 0.061018 +56698.61 1.5654 0.040809 +56698.72 1.5598 0.0067738 +56699.71 1.5659 0.0015572 +56700.60 1.5875 0.0085348 +56700.69 1.5835 0.0015467 +56701.57 1.5919 0.0028327 +56701.60 1.5744 0.0088521 +56701.83 1.5886 0.0082288 +56702.64 1.5818 0.0044214 +56703.02 1.5814 0.01016 +56704.84 1.5908 0.0085542 +56705.61 1.5918 0.0069049 +56705.95 1.5806 0.010258 +56706.98 1.6095 0.0087265 +56708.02 1.5907 0.010073 +56709.83 1.5854 0.0099859 +56710.66 1.5756 0.00092644 +56711.02 1.5831 0.012148 +56711.69 1.5626 0.0044413 +56711.92 1.5708 0.0088005 +56712.27 1.5731 0.039074 +56713.72 1.5518 0.003107 +56713.92 1.5678 0.0088717 +56714.73 1.5488 0.0038702 +56715.91 1.5459 0.014546 +56716.64 1.5424 0.010387 +56716.66 1.5293 0.0021776 +56717.73 1.5075 0.0022704 +56717.95 1.5415 0.021901 +56718.56 1.5165 0.023539 +56718.67 1.5025 0.0018707 +56719.60 1.4275 0.098168 +56721.71 1.4499 0.0013701 +56722.74 1.4419 0.001259 +56723.57 1.4425 0.0015329 +56728.58 1.416 0.0014365 +56729.49 1.4353 0.0014823 +56730.54 1.4283 0.0014335 +56730.83 1.4268 0.011391 +56732.49 1.4292 0.0010591 +56733.48 1.4443 0.00089428 +56733.80 1.4226 0.011349 +56734.48 1.4444 0.0010519 +56735.50 1.4529 0.0010809 +56735.86 1.4505 0.010589 +56736.50 1.4627 0.0012419 +56736.77 1.4674 0.010202 +56737.49 1.4839 0.0014325 +56740.86 1.5865 0.014744 +56741.61 1.5566 0.0013468 +56741.72 1.5858 0.01384 +56742.65 1.6059 0.0012955 +56743.58 1.5969 0.019854 +56743.60 1.6147 0.0019892 +56744.54 1.628 0.0020369 +56744.57 1.6281 0.070945 +56744.70 1.6036 0.013328 +56746.80 1.6134 0.0096335 +56747.96 1.6145 0.010659 +56748.76 1.6156 0.012206 +56749.75 1.6185 0.010001 +56751.98 1.6167 0.011392 +56752.16 1.6624 0.053472 +56755.56 1.5836 0.0016449 +56755.98 1.5916 0.010162 +56756.49 1.6135 0.076601 +56756.51 1.5956 0.0015297 +56757.14 1.5944 0.033012 +56758.75 1.5749 0.010607 +56759.89 1.5721 0.0096926 +56760.20 1.5828 0.028724 +56761.60 1.5567 0.0015441 +56762.78 1.5615 0.012026 +56763.76 1.5439 0.0096355 +56764.79 1.5523 0.013817 +56765.54 1.5505 0.0088584 +56765.58 1.5581 0.0018934 +56765.88 1.5456 0.024446 +56766.40 1.5875 0.011878 +56770.53 1.583 0.0024533 +56770.78 1.5873 0.0097424 +56771.51 1.5914 0.0024341 +56772.50 1.5963 0.0014657 +56772.83 1.5957 0.012014 +56773.39 1.5844 0.01686 +56773.83 1.5962 0.01037 +56774.76 1.6011 0.017435 +56775.41 1.5971 0.015511 +56775.55 1.6173 0.001634 +56776.08 1.6292 0.017462 +56777.53 1.623 0.0023679 +56778.50 1.6277 0.0025071 +56779.40 1.5975 0.059869 +56779.49 1.6049 0.0019692 +56779.85 1.6001 0.011646 +56780.49 1.6195 0.0025443 +56780.81 1.5992 0.011237 +56781.49 1.6092 0.0024733 +56782.45 1.5954 0.0022719 +56782.74 1.5929 0.012836 +56783.45 1.6069 0.0023223 +56784.44 1.6067 0.0023882 +56785.48 1.6031 0.0019389 +56786.48 1.6077 0.0018238 +56787.40 1.5971 0.0014984 +56790.46 1.5832 0.0014121 +56791.43 1.5833 0.0010205 +56794.46 1.5879 0.0023947 +56795.44 1.5825 0.0029154 +56796.45 1.5777 0.0030174 +56800.44 1.6182 0.0025827 +56801.43 1.5996 0.0021498 +56803.44 1.6003 0.0027713 +56805.46 1.5892 0.0024104 +56806.43 1.5932 0.0020715 +56807.43 1.5852 0.0016338 +56808.41 1.6037 0.0028909 +56809.43 1.6159 0.0022402 +56810.43 1.6153 0.0031418 +56811.42 1.6112 0.0029053 +56813.40 1.61 0.0029761 +56814.46 1.62 0.0027937 +56815.40 1.6261 0.0029174 +56816.27 1.6278 0.0073748 +56816.41 1.6279 0.0026668 +56816.64 1.6063 0.0094249 +56817.41 1.6348 0.0026817 +56817.83 1.6135 0.0087746 +56818.41 1.6427 0.0021216 +56819.41 1.6454 0.0020875 +56820.48 1.6782 0.0019164 +56821.24 1.7066 0.010637 +56822.40 1.6807 0.0025122 +56823.41 1.6921 0.0031519 +56824.40 1.6799 0.0032749 +56825.41 1.692 0.0031822 +56826.29 1.6503 0.053443 +56826.39 1.6573 0.0032291 +56827.40 1.6531 0.0031585 +56828.40 1.6394 0.0032611 +56829.41 1.628 0.0030643 +56830.40 1.6201 0.0034631 +56831.39 1.6149 0.003147 +56832.44 1.6239 0.0033012 +56833.40 1.6098 0.0027225 +56834.39 1.6105 0.0027488 +56835.39 1.6067 0.0031663 +56837.23 1.6185 0.053256 +56839.34 1.6228 0.046269 +56841.41 1.6193 0.0025718 +56842.25 1.6181 0.012388 +56843.22 1.6074 0.011288 +56843.39 1.6195 0.0030966 +56845.41 1.6098 0.0028955 +56848.85 1.5512 0.054319 +56858.39 1.5696 0.0032211 +56860.39 1.5604 0.0032847 +56861.39 1.5824 0.0027557 +56862.39 1.5644 0.0027052 +56863.38 1.5653 0.0028026 +56864.38 1.5683 0.0032917 +56864.69 1.5906 0.014082 +56865.38 1.5703 0.003081 +56865.63 1.5934 0.014295 diff --git a/lag/data/lc/6439A.lc b/lag/data/lc/6439A.lc new file mode 100644 index 0000000..c0635cc --- /dev/null +++ b/lag/data/lc/6439A.lc @@ -0,0 +1,133 @@ +56691.63 1.2688 0.0019957 +56692.59 1.3017 0.023046 +56693.60 1.2992 0.020369 +56696.60 1.2726 0.021202 +56697.56 1.3003 0.0042606 +56698.54 1.3226 0.0034718 +56699.47 1.3201 0.002499 +56700.50 1.3069 0.0024999 +56701.56 1.3122 0.0081561 +56702.54 1.3244 0.002033 +56708.57 1.3378 0.0018252 +56709.55 1.3261 0.0027637 +56710.48 1.3216 0.0025764 +56710.54 1.3145 0.015827 +56716.48 1.258 0.0035746 +56721.47 1.2182 0.002851 +56723.46 1.1805 0.0018707 +56725.87 1.1738 0.0072591 +56727.45 1.1726 0.0027081 +56730.92 1.2004 0.0062157 +56737.44 1.2511 0.0028873 +56737.61 1.2281 0.019671 +56738.45 1.2735 0.001935 +56738.58 1.2461 0.020741 +56739.31 1.2807 0.0024071 +56739.92 1.2798 0.0064744 +56740.58 1.2562 0.022429 +56741.53 1.3351 0.022079 +56741.82 1.301 0.0041112 +56742.45 1.3194 0.0030607 +56744.44 1.3461 0.0026464 +56746.43 1.4111 0.02069 +56748.47 1.3902 0.0021973 +56748.54 1.4042 0.019608 +56750.35 1.398 0.0031287 +56750.60 1.4055 0.02164 +56751.54 1.3973 0.02789 +56752.41 1.3878 0.0042333 +56753.36 1.3772 0.0033446 +56754.37 1.3561 0.0030466 +56755.43 1.3402 0.0022522 +56755.88 1.335 0.0044227 +56757.34 1.3503 0.0023647 +56758.44 1.317 0.0027139 +56758.53 1.3227 0.019807 +56758.88 1.3163 0.0038922 +56763.43 1.2829 0.014517 +56765.51 1.3025 0.013861 +56766.29 1.3115 0.002751 +56774.53 1.3661 0.02031 +56778.81 1.3226 0.0042003 +56779.79 1.3366 0.0046196 +56780.83 1.339 0.004003 +56784.47 1.3433 0.024146 +56788.47 1.3389 0.013393 +56791.77 1.3306 0.0034794 +56792.80 1.3046 0.0042505 +56795.50 1.2926 0.01458 +56797.30 1.3426 0.009419 +56797.47 1.2947 0.021245 +56797.78 1.3269 0.0041007 +56798.77 1.3371 0.0041468 +56799.36 1.3553 0.027743 +56799.68 1.3374 0.0041311 +56800.46 1.3468 0.025034 +56800.77 1.3392 0.0038458 +56801.43 1.3423 0.0021901 +56802.36 1.3567 0.023771 +56802.40 1.3327 0.0086631 +56803.22 1.3405 0.0091857 +56803.34 1.3438 0.0042479 +56804.40 1.3411 0.0026984 +56804.79 1.3373 0.0038581 +56805.44 1.3355 0.027686 +56806.41 1.3165 0.018669 +56807.37 1.32 0.016693 +56808.74 1.3216 0.0054774 +56810.34 1.3344 0.0044912 +56811.34 1.3467 0.0035194 +56812.80 1.3474 0.0039135 +56813.79 1.3489 0.0039439 +56814.72 1.3446 0.0042879 +56815.41 1.3513 0.0076174 +56817.39 1.3814 0.0026763 +56817.42 1.3508 0.015537 +56818.37 1.4322 0.01803 +56818.81 1.4003 0.0052857 +56819.43 1.3783 0.014352 +56820.81 1.4233 0.0070262 +56821.73 1.4386 0.0064871 +56822.31 1.4059 0.0040318 +56822.40 1.4163 0.016233 +56823.35 1.4074 0.0017815 +56824.37 1.4177 0.01035085 +56825.41 1.4158 0.0046769 +56825.43 1.4293 0.02846 +56827.38 1.3926 0.0027796 +56827.77 1.3716 0.0049506 +56828.80 1.3712 0.0060794 +56829.31 1.3782 0.0038435 +56831.29 1.3351 0.0046522 +56831.47 1.3606 0.019864 +56832.28 1.3442 0.0044328 +56832.80 1.356 0.0042153 +56833.82 1.3595 0.0042187 +56834.33 1.346 0.0049128 +56835.36 1.3611 0.0030915 +56836.32 1.3521 0.0029733 +56836.81 1.3378 0.0078432 +56837.32 1.3501 0.0030099 +56837.79 1.3576 0.0050405 +56838.77 1.3577 0.0046788 +56839.32 1.356 0.0029911 +56839.75 1.349 0.0043343 +56840.78 1.364 0.0046477 +56841.83 1.3634 0.0085268 +56844.36 1.353 0.0033987 +56845.28 1.3433 0.0014186 +56846.34 1.3384 0.0018309 +56846.78 1.3473 0.0052071 +56848.29 1.3091 0.0012573 +56850.30 1.3133 0.0014752 +56852.28 1.299 0.0025985 +56853.31 1.2927 0.0016604 +56854.31 1.2791 0.001436 +56855.76 1.2647 0.0044586 +56856.24 1.2705 0.0079139 +56856.75 1.2803 0.0054792 +56857.26 1.2788 0.0026603 +56858.29 1.298 0.0024266 +56859.32 1.3162 0.0036186 +56861.74 1.3241 0.0040494 +56863.74 1.3262 0.0034804 diff --git a/lag/data/lc/7647A.lc b/lag/data/lc/7647A.lc new file mode 100644 index 0000000..0a69e2d --- /dev/null +++ b/lag/data/lc/7647A.lc @@ -0,0 +1,177 @@ +56693.79 0.99818 0.0010832 +56694.77 1.0013 0.0011449 +56695.71 1.0108 0.0010735 +56696.73 1.0136 0.0013874 +56696.98 1.0183 0.0036828 +56697.76 1.0152 0.0015205 +56698.72 1.0214 0.003556 +56699.71 1.0193 0.0039285 +56700.69 1.0248 0.00057142 +56701.56 1.0255 0.0013993 +56701.83 1.0204 0.0057308 +56702.64 1.0327 0.001377 +56703.02 1.0295 0.0058458 +56703.88 1.0341 0.0028286 +56704.84 1.0351 0.0033558 +56705.61 1.0381 0.0025162 +56705.95 1.0396 0.0033394 +56706.98 1.0394 0.0041289 +56708.02 1.0421 0.004911 +56709.83 1.0268 0.0044325 +56710.66 1.0238 0.0021402 +56711.02 1.0269 0.0057723 +56711.69 1.0219 0.0010382 +56711.92 1.0224 0.0033551 +56713.72 1.0099 0.0038844 +56713.92 1.0189 0.0036202 +56714.73 1.011 0.00047881 +56715.91 1.0075 0.0042615 +56716.66 1.0073 0.0011921 +56717.73 0.99781 0.0010252 +56717.96 1.0032 0.0090012 +56718.56 1.0009 0.0087718 +56718.67 0.98788 0.0009763 +56719.60 0.97784 0.010423 +56720.69 0.97176 0.001192 +56721.71 0.96021 0.00086336 +56722.74 0.94266 0.00073112 +56723.57 0.9498 0.0011062 +56724.52 0.92922 0.0082206 +56727.61 0.94276 0.0092891 +56728.58 0.94829 0.00078424 +56729.50 0.93688 0.00098926 +56730.54 0.94341 0.00084999 +56730.83 0.93824 0.0053844 +56731.49 0.94652 0.000662 +56732.49 0.94518 0.00059886 +56733.49 0.9465 0.00060471 +56733.79 0.94379 0.0041796 +56734.48 0.95518 0.00072721 +56735.50 0.95214 0.00063674 +56735.86 0.95989 0.0042691 +56736.50 0.96861 0.00078904 +56736.77 0.97435 0.0044905 +56737.49 0.98445 0.00084149 +56740.86 1.0188 0.0098614 +56741.61 1.0135 0.00092777 +56741.72 1.0185 0.0087678 +56743.58 1.0336 0.006135 +56744.54 1.0438 0.0011527 +56744.70 1.0422 0.007808 +56746.80 1.0507 0.0046892 +56747.97 1.0586 0.011607 +56748.76 1.0573 0.0073935 +56749.75 1.0654 0.0053101 +56751.98 1.0668 0.0065078 +56752.58 1.071 0.0013997 +56753.58 1.0614 0.0013847 +56754.55 1.0533 0.0014189 +56755.98 1.0354 0.0098934 +56756.51 1.0333 0.00084616 +56757.14 1.0437 0.011788 +56757.46 1.0327 0.0039728 +56757.55 1.0455 0.0074823 +56758.75 1.0349 0.0055304 +56759.89 1.0302 0.0031799 +56760.21 1.0226 0.0077373 +56762.79 1.0162 0.0031825 +56763.75 1.0142 0.0031806 +56764.79 1.0157 0.0039904 +56765.54 1.0193 0.002708 +56765.58 1.0163 0.0010884 +56765.88 1.013 0.0037752 +56766.40 1.0072 0.0035624 +56770.53 1.0251 0.0013306 +56770.78 1.0251 0.004742 +56771.51 1.0229 0.0013331 +56772.50 1.0284 0.00074432 +56772.83 1.0347 0.0068808 +56773.39 1.0354 0.0055093 +56773.86 1.0367 0.0065486 +56774.76 1.0403 0.011588 +56775.41 1.0443 0.0052589 +56775.55 1.0462 0.0008261 +56776.08 1.0515 0.010514 +56776.46 1.0469 0.00075634 +56777.53 1.0468 0.0012233 +56778.50 1.0451 0.001329 +56779.40 1.045 0.0045924 +56779.49 1.0426 0.0010962 +56779.85 1.0364 0.0064996 +56780.49 1.0415 0.0013409 +56780.81 1.0399 0.0060786 +56781.49 1.0414 0.0013411 +56782.45 1.0339 0.0013211 +56782.74 1.0358 0.007572 +56783.45 1.0321 0.0012952 +56784.44 1.0343 0.0013026 +56785.48 1.0354 0.0011273 +56786.48 1.0373 0.0010105 +56787.40 1.0346 0.0008086 +56790.46 1.0298 0.00089144 +56792.40 1.0234 0.00064158 +56793.47 1.0263 0.0011514 +56794.46 1.0327 0.0013893 +56795.45 1.0266 0.0013657 +56796.45 1.0299 0.0016216 +56797.45 1.0342 0.0015733 +56798.44 1.0344 0.0016566 +56799.44 1.0388 0.0015688 +56800.44 1.0346 0.0012622 +56801.43 1.0319 0.00112 +56802.44 1.0336 0.00097995 +56803.44 1.0358 0.0014131 +56805.46 1.0323 0.0016691 +56806.43 1.0272 0.0010286 +56807.44 1.0338 0.0012573 +56808.42 1.0356 0.0014605 +56809.43 1.0365 0.0013149 +56810.43 1.0381 0.0014683 +56811.42 1.0372 0.001497 +56812.43 1.0398 0.001338 +56813.40 1.0392 0.0017247 +56815.40 1.0443 0.0016613 +56816.28 1.0523 0.0027328 +56816.41 1.0476 0.0014594 +56816.64 1.0492 0.0056383 +56817.41 1.0489 0.001355 +56817.84 1.0501 0.00461 +56818.42 1.0635 0.0012342 +56819.28 1.0607 0.0025741 +56819.42 1.0671 0.0013257 +56820.48 1.0676 0.0010707 +56821.25 1.073 0.0031384 +56822.40 1.0768 0.0011759 +56823.41 1.0863 0.0016316 +56824.40 1.0826 0.0017377 +56825.31 1.0887 0.0053436 +56825.41 1.0888 0.0018402 +56826.39 1.0736 0.0018112 +56827.40 1.0696 0.0016159 +56828.40 1.0676 0.0016659 +56829.41 1.0648 0.0015916 +56830.40 1.0616 0.0018272 +56831.39 1.0419 0.0016339 +56832.44 1.0473 0.0015363 +56833.40 1.0512 0.0016127 +56834.39 1.0565 0.0014259 +56835.39 1.0492 0.0015334 +56839.34 1.0496 0.0039668 +56841.41 1.0514 0.0014987 +56842.25 1.0486 0.004392 +56843.22 1.0442 0.0041289 +56843.39 1.0488 0.0015184 +56845.41 1.0415 0.0016418 +56847.40 1.0284 0.0012048 +56848.39 1.0219 0.00083962 +56848.86 1.0252 0.0065753 +56850.26 1.0311 0.0029486 +56858.39 1.0166 0.0016626 +56860.39 1.0135 0.0019027 +56861.39 1.0197 0.0013262 +56862.39 1.0128 0.0017233 +56863.39 1.0119 0.0015518 +56864.39 1.0245 0.0018702 +56864.69 1.0165 0.0086684 +56865.38 1.0165 0.0016406 +56865.63 1.0161 0.0088544 diff --git a/lag/data/lc/8560A.lc b/lag/data/lc/8560A.lc new file mode 100644 index 0000000..e63bbd5 --- /dev/null +++ b/lag/data/lc/8560A.lc @@ -0,0 +1,97 @@ +56691.60 0.87317 0.0026959 +56692.59 0.88029 0.012202 +56693.60 0.86513 0.012546 +56697.56 0.89278 0.0027706 +56698.55 0.89709 0.0025896 +56699.48 0.88364 0.0020513 +56700.51 0.88091 0.002057 +56701.57 0.88869 0.0024809 +56702.54 0.89436 0.0017635 +56708.57 0.9057 0.0044293 +56709.55 0.90211 0.0021009 +56710.48 0.89276 0.001945 +56711.60 0.87975 0.011322 +56714.47 0.88213 0.001859 +56716.48 0.87184 0.0024774 +56721.48 0.83886 0.0021876 +56723.46 0.81715 0.0019344 +56724.63 0.81366 0.012583 +56726.63 0.82353 0.021025 +56727.46 0.81925 0.0021967 +56727.61 0.82072 0.017771 +56728.63 0.8203 0.016299 +56729.62 0.8227 0.014817 +56730.57 0.81727 0.013813 +56732.51 0.81692 0.0015562 +56737.52 0.85637 0.0014633 +56738.45 0.86607 0.0014293 +56738.58 0.84869 0.01423 +56739.32 0.8564 0.001926 +56739.60 0.84919 0.011904 +56740.58 0.87901 0.0091033 +56741.53 0.89782 0.0108 +56742.46 0.8915 0.0019131 +56744.45 0.90916 0.0018332 +56746.43 0.92889 0.011265 +56747.45 0.92676 0.0085321 +56748.48 0.92453 0.0015179 +56748.54 0.91905 0.0088823 +56750.35 0.93011 0.0020754 +56752.42 0.93049 0.0026117 +56753.37 0.92474 0.0024158 +56754.38 0.9176 0.00157 +56755.43 0.90675 0.0036559 +56757.35 0.91152 0.0022711 +56758.44 0.89878 0.0021865 +56762.45 0.86906 0.013725 +56763.43 0.8785 0.016176 +56765.31 0.88668 0.0014039 +56765.51 0.87722 0.0089637 +56766.30 0.88558 0.0020045 +56774.53 0.91516 0.011342 +56784.47 0.91553 0.010877 +56793.50 0.8998 0.014907 +56799.36 0.9084 0.0095921 +56800.41 0.91075 0.0059837 +56800.46 0.91848 0.012066 +56801.43 0.89689 0.001218 +56802.37 0.89536 0.0016556 +56803.35 0.90135 0.0023623 +56804.41 0.89891 0.0010679 +56810.34 0.90305 0.0027017 +56811.34 0.90377 0.0018143 +56815.37 0.90767 0.0014549 +56817.37 0.9143 0.0021517 +56817.42 0.90437 0.010494 +56818.37 0.93889 0.015805 +56819.43 0.91493 0.012155 +56820.33 0.9252 0.0012369 +56822.32 0.92788 0.0018752 +56822.40 0.93468 0.0094074 +56823.36 0.92709 0.00093553 +56823.40 0.92605 0.014112 +56824.37 0.92278 0.0079565 +56824.38 0.93354 0.0009564 +56825.36 0.9337 0.0010273 +56827.38 0.92479 0.0017244 +56829.32 0.92087 0.0022199 +56831.29 0.9019 0.002926 +56832.29 0.90169 0.0025419 +56834.34 0.90397 0.0031968 +56834.40 0.92469 0.0096736 +56835.42 0.91293 0.013811 +56836.32 0.90264 0.0017885 +56837.32 0.90328 0.001761 +56837.41 0.91002 0.01468 +56839.33 0.90474 0.0018228 +56844.37 0.90582 0.0017204 +56845.28 0.89892 0.0010768 +56846.34 0.8972 0.00075842 +56848.29 0.87447 0.0054227 +56850.30 0.88867 0.0015854 +56852.29 0.88324 0.0010476 +56853.32 0.87353 0.00303 +56854.31 0.86959 0.0024919 +56857.26 0.87292 0.0016967 +56858.30 0.87835 0.001482 +56859.34 0.88252 0.0014181 diff --git a/lag/data/lc/9157A.lc b/lag/data/lc/9157A.lc new file mode 100644 index 0000000..a751a0d --- /dev/null +++ b/lag/data/lc/9157A.lc @@ -0,0 +1,185 @@ +56693.62 0.92243 0.0088403 +56693.79 0.91997 0.0007179 +56694.77 0.92227 0.0015231 +56695.71 0.92849 0.0011644 +56696.25 0.93547 0.0082542 +56696.73 0.92685 0.002241 +56696.99 0.93519 0.006603 +56697.76 0.92937 0.00079993 +56698.61 0.93296 0.018661 +56698.72 0.9281 0.0011176 +56699.28 0.93444 0.0084341 +56699.71 0.93387 0.0032265 +56700.60 0.9483 0.0058924 +56700.69 0.93917 0.00074591 +56701.56 0.93415 0.0021153 +56701.61 0.93711 0.012326 +56701.83 0.93332 0.0052709 +56702.64 0.93589 0.00080304 +56703.02 0.93627 0.0078421 +56703.88 0.94014 0.0042069 +56704.84 0.94314 0.0052537 +56705.61 0.94912 0.0059547 +56705.95 0.94135 0.0054783 +56706.98 0.95181 0.0058115 +56708.03 0.94026 0.007787 +56709.83 0.93931 0.0074527 +56710.66 0.937 0.0013689 +56711.02 0.94054 0.0084577 +56711.68 0.93353 0.0011514 +56711.93 0.93897 0.0045735 +56713.27 0.92114 0.0082319 +56713.72 0.92876 0.00088797 +56713.92 0.9262 0.004933 +56714.73 0.92795 0.0011482 +56715.28 0.92284 0.013389 +56715.91 0.93218 0.0059838 +56716.64 0.91745 0.0087617 +56716.67 0.92189 0.001062 +56717.73 0.91761 0.0010295 +56717.96 0.91675 0.0094107 +56718.57 0.90982 0.0097522 +56718.67 0.91318 0.0010625 +56719.61 0.88319 0.059595 +56720.69 0.90444 0.0011842 +56721.71 0.89802 0.0010162 +56722.74 0.89121 0.0011464 +56723.57 0.88897 0.0011197 +56726.17 0.88643 0.0086172 +56727.15 0.88556 0.010663 +56727.62 0.87806 0.0096178 +56728.58 0.89119 0.001001 +56729.50 0.88292 0.00094379 +56730.54 0.88198 0.00093497 +56730.83 0.87772 0.0080025 +56732.50 0.89109 0.0010713 +56733.49 0.89315 0.0010281 +56733.80 0.88256 0.0069804 +56734.48 0.88854 0.00095568 +56735.50 0.89542 0.00099082 +56735.86 0.90394 0.010869 +56736.51 0.89966 0.00099182 +56736.77 0.90315 0.0075066 +56737.49 0.90435 0.00097654 +56740.62 0.92149 0.0010833 +56740.86 0.93118 0.010863 +56741.61 0.92427 0.0010812 +56741.72 0.93448 0.0091251 +56743.60 0.94699 0.0012479 +56744.54 0.95105 0.0012477 +56744.70 0.95164 0.0081884 +56746.82 0.95486 0.005594 +56748.76 0.96146 0.0073677 +56749.76 0.96225 0.0055027 +56751.99 0.95725 0.0062168 +56752.58 0.97096 0.0014163 +56753.58 0.96788 0.0014138 +56754.56 0.95786 0.001496 +56755.57 0.95203 0.0010734 +56755.98 0.94737 0.010428 +56756.51 0.95404 0.0010893 +56758.75 0.94571 0.0072118 +56759.89 0.94253 0.0040218 +56762.79 0.93001 0.0047008 +56763.76 0.92523 0.0048843 +56764.54 0.94457 0.0082901 +56764.79 0.93346 0.0054751 +56765.53 0.92924 0.0086284 +56765.58 0.9296 0.0010925 +56765.87 0.93744 0.0075983 +56768.07 0.91989 0.0078078 +56770.53 0.94039 0.0013889 +56770.78 0.93796 0.0054887 +56771.18 0.94294 0.012459 +56771.51 0.93576 0.0014185 +56772.17 0.94459 0.010315 +56772.50 0.93926 0.0011692 +56772.83 0.94191 0.0072979 +56773.39 0.9419 0.0099593 +56773.86 0.94308 0.0073039 +56774.76 0.94423 0.01157 +56775.41 0.94651 0.0095025 +56775.55 0.95143 0.0010393 +56777.53 0.94941 0.0012739 +56778.50 0.94573 0.0013876 +56779.40 0.94133 0.020644 +56779.49 0.94793 0.0013195 +56779.85 0.94202 0.0062056 +56780.50 0.94598 0.0012671 +56780.81 0.94527 0.0064972 +56781.49 0.94549 0.001364 +56782.45 0.93323 0.0012145 +56782.74 0.94342 0.008012 +56783.45 0.94113 0.0012489 +56784.44 0.93849 0.0014474 +56785.48 0.94683 0.0010173 +56786.48 0.93995 0.00096365 +56787.40 0.9321 0.0011008 +56790.46 0.93759 0.00094167 +56792.40 0.94213 0.0011596 +56793.47 0.93843 0.0011304 +56794.46 0.93416 0.0013987 +56795.45 0.93589 0.0012746 +56796.45 0.93882 0.0014749 +56797.45 0.9374 0.0014896 +56798.44 0.94144 0.0015629 +56799.44 0.94507 0.0013971 +56800.44 0.94239 0.0012396 +56801.43 0.94086 0.0012398 +56802.44 0.94191 0.0010651 +56803.44 0.93911 0.0013572 +56805.46 0.9379 0.0013814 +56806.43 0.93465 0.0015162 +56807.44 0.93667 0.0013304 +56808.42 0.94057 0.0012888 +56809.43 0.93919 0.0013445 +56810.43 0.93999 0.0014715 +56811.42 0.9457 0.0013701 +56812.43 0.94513 0.0013596 +56813.40 0.93901 0.0016499 +56814.46 0.94019 0.0013535 +56815.40 0.94604 0.0016489 +56816.28 0.95324 0.0088622 +56816.41 0.94812 0.0014709 +56816.65 0.94722 0.0070849 +56817.41 0.94202 0.0016533 +56817.84 0.9538 0.0058725 +56818.42 0.95529 0.00143 +56819.28 0.95522 0.0057349 +56819.42 0.95899 0.001311 +56820.49 0.96675 0.0013287 +56821.25 0.9647 0.0065794 +56822.40 0.9684 0.0014717 +56823.41 0.9762 0.0016835 +56824.40 0.97451 0.0016661 +56825.31 0.96372 0.0091574 +56825.42 0.97583 0.0015407 +56826.30 0.96842 0.020209 +56826.39 0.96636 0.0016682 +56827.40 0.96331 0.001762 +56828.40 0.96249 0.0015249 +56829.41 0.9588 0.001358 +56830.40 0.9562 0.0014686 +56831.39 0.94967 0.0015451 +56832.44 0.9477 0.001454 +56833.40 0.95207 0.0013537 +56835.39 0.94231 0.0015401 +56837.24 0.94664 0.023788 +56837.76 0.94491 0.0086448 +56839.34 0.95025 0.014174 +56841.41 0.94424 0.0013421 +56842.25 0.95093 0.0095213 +56843.22 0.94775 0.008541 +56843.39 0.95532 0.0015505 +56845.41 0.94557 0.001623 +56848.39 0.9418 0.001509 +56850.26 0.9349 0.019399 +56858.39 0.92652 0.0016419 +56860.39 0.93598 0.0018796 +56861.39 0.93412 0.0014486 +56862.39 0.93544 0.0018848 +56863.39 0.93719 0.0017521 +56864.39 0.92316 0.0017688 +56864.70 0.92761 0.0090122 +56865.39 0.93475 0.0016411 +56865.64 0.92891 0.0096014 diff --git a/lag/data/lcshort/1158A.lc b/lag/data/lcshort/1158A.lc new file mode 100644 index 0000000..9ec52b5 --- /dev/null +++ b/lag/data/lcshort/1158A.lc @@ -0,0 +1,171 @@ +# 0.1 1 +56691.5 3.48 0.092 +56692.4 3.75 0.095 +56693.3 3.91 0.098 +56695.3 4.11 0.099 +56696.2 4.59 0.105 +56697.3 4.87 0.108 +56698.3 5.25 0.113 +56699.2 4.93 0.11 +56700.2 4.83 0.108 +56701.4 4.9 0.108 +56702.2 5.11 0.111 +56703.2 5.28 0.113 +56705.3 4.9 0.109 +56706.2 4.68 0.106 +56707.2 4.92 0.108 +56708.3 4.34 0.102 +56709.3 4.07 0.099 +56710.3 3.51 0.092 +56711.1 3.1 0.088 +56712.2 3.27 0.09 +56713.2 3.24 0.089 +56714.2 3.15 0.088 +56715.0 2.83 0.084 +56715.9 2.75 0.083 +56716.8 2.52 0.081 +56718.8 2.32 0.077 +56720.1 2.15 0.076 +56721.0 1.94 0.073 +56722.1 1.87 0.072 +56723.1 1.78 0.072 +56726.1 2.05 0.074 +56727.1 1.82 0.071 +56727.8 1.94 0.073 +56728.9 1.98 0.074 +56729.8 2.12 0.075 +56730.8 2.11 0.075 +56732.0 2.07 0.075 +56732.9 2.02 0.074 +56733.8 2.21 0.076 +56734.8 2.54 0.081 +56735.8 3.2 0.089 +56736.4 3.69 0.094 +56737.7 3.85 0.096 +56738.5 4.02 0.098 +56739.7 4.63 0.105 +56740.4 5 0.111 +56741.3 4.64 0.106 +56744.4 5.9 0.12 +56745.3 5.77 0.119 +56746.2 5.71 0.118 +56747.2 5.98 0.121 +56748.2 6.01 0.121 +56749.2 5.59 0.116 +56750.3 5.34 0.113 +56751.2 5.05 0.11 +56752.0 4.98 0.11 +56753.0 3.93 0.097 +56754.0 3.28 0.089 +56755.2 3.2 0.089 +56756.1 3.34 0.09 +56757.1 3.48 0.092 +56759.3 3.3 0.09 +56760.1 3.4 0.091 +56761.1 3.76 0.096 +56762.1 3.84 0.096 +56763.0 3.94 0.097 +56764.2 4 0.099 +56765.2 3.7 0.095 +56766.0 3.89 0.097 +56767.0 4.12 0.099 +56768.1 4.31 0.102 +56769.2 4.92 0.109 +56770.1 5.12 0.112 +56771.1 5.29 0.113 +56772.0 5.67 0.117 +56773.1 5.57 0.116 +56774.0 5.49 0.115 +56774.6 5.57 0.116 +56775.6 5.29 0.114 +56776.7 4.81 0.108 +56777.4 5.08 0.11 +56778.5 4.73 0.107 +56779.4 4.72 0.107 +56780.5 4.68 0.106 +56781.4 4.54 0.105 +56782.4 4.24 0.101 +56783.4 4.91 0.108 +56784.8 5.57 0.116 +56785.8 6 0.121 +56786.7 5.5 0.115 +56787.3 5.33 0.114 +56788.3 5.22 0.112 +56789.3 4.65 0.105 +56790.3 4.27 0.101 +56791.3 4.22 0.101 +56792.3 4.95 0.109 +56793.2 5.05 0.111 +56794.2 4.79 0.107 +56795.3 4.49 0.103 +56796.1 4.51 0.104 +56797.1 5.21 0.112 +56798.1 5.04 0.11 +56799.2 4.9 0.109 +56800.0 5.03 0.11 +56801.0 4.96 0.109 +56802.0 4.91 0.109 +56803.0 4.86 0.108 +56805.0 4.52 0.105 +56806.0 4.54 0.104 +56807.1 4.43 0.103 +56808.1 4.61 0.105 +56809.1 4.78 0.107 +56809.9 4.66 0.106 +56810.8 4.53 0.105 +56812.0 4.95 0.109 +56813.0 5.14 0.111 +56814.1 5.21 0.112 +56814.9 5.57 0.116 +56816.1 5.72 0.118 +56816.9 6.2 0.124 +56817.9 6.86 0.131 +56818.9 7.25 0.134 +56819.7 7.14 0.134 +56821.0 6.75 0.129 +56821.9 6.44 0.126 +56822.8 6.06 0.122 +56823.8 5.98 0.12 +56824.6 5.81 0.118 +56825.6 5.39 0.114 +56826.9 4.4 0.103 +56827.8 4.38 0.103 +56828.5 4.23 0.102 +56829.6 3.86 0.096 +56830.5 3.89 0.096 +56831.7 4.28 0.101 +56832.3 4.33 0.102 +56833.8 4.92 0.109 +56834.8 5.03 0.111 +56835.8 4.52 0.104 +56836.2 4.55 0.104 +56837.6 4.59 0.105 +56838.2 4.53 0.104 +56839.2 4.65 0.106 +56840.1 4.79 0.108 +56841.2 4.51 0.104 +56842.2 4.54 0.104 +56843.1 4.31 0.102 +56844.2 3.97 0.098 +56845.0 3.98 0.098 +56846.1 4.02 0.099 +56847.0 3.82 0.096 +56848.0 3.79 0.095 +56849.1 3.71 0.095 +56850.0 3.31 0.09 +56850.9 3.16 0.088 +56851.9 3.16 0.089 +56852.9 3.28 0.09 +56854.0 3.07 0.087 +56855.0 3.32 0.09 +56856.2 3.75 0.095 +56857.2 4.38 0.103 +56858.1 4.75 0.108 +56858.9 4.4 0.102 +56860.1 4.14 0.1 +56860.9 4.1 0.1 +56861.8 3.84 0.096 +56862.9 3.7 0.095 +56863.9 4.18 0.101 +56864.9 4.32 0.102 +56865.9 5.06 0.11 diff --git a/lag/data/lcshort/1367A.lc b/lag/data/lcshort/1367A.lc new file mode 100644 index 0000000..cd486dc --- /dev/null +++ b/lag/data/lcshort/1367A.lc @@ -0,0 +1,171 @@ +# 0.1 1 +56691.5 3.545 0.065 +56692.4 3.771 0.067 +56693.3 3.814 0.068 +56695.3 4.094 0.071 +56696.2 4.425 0.075 +56697.3 4.53 0.075 +56698.3 4.827 0.079 +56699.2 4.58 0.076 +56700.2 4.6 0.076 +56701.4 4.746 0.078 +56702.2 4.774 0.078 +56703.2 4.756 0.078 +56705.3 4.577 0.076 +56706.2 4.47 0.075 +56707.2 4.665 0.077 +56708.3 4.324 0.074 +56709.3 4.143 0.071 +56710.3 3.769 0.068 +56711.1 3.522 0.065 +56712.2 3.476 0.064 +56713.2 3.518 0.065 +56714.2 3.445 0.064 +56715.0 3.146 0.061 +56715.9 3.058 0.06 +56716.8 2.964 0.059 +56718.8 2.675 0.056 +56720.1 2.601 0.055 +56721.0 2.376 0.053 +56722.1 2.225 0.051 +56723.1 2.187 0.051 +56726.1 2.296 0.052 +56727.1 2.272 0.051 +56727.8 2.307 0.052 +56728.9 2.391 0.053 +56729.8 2.454 0.054 +56730.8 2.422 0.053 +56732.0 2.469 0.054 +56732.9 2.439 0.053 +56733.8 2.494 0.054 +56734.8 2.763 0.057 +56735.8 3.243 0.062 +56736.4 3.578 0.065 +56737.7 3.788 0.068 +56738.5 3.991 0.07 +56739.7 4.246 0.073 +56740.4 4.544 0.076 +56741.3 4.523 0.076 +56744.4 5.435 0.085 +56745.3 5.479 0.086 +56746.2 5.254 0.084 +56747.2 5.659 0.088 +56748.2 5.497 0.086 +56749.2 5.283 0.084 +56750.3 5.155 0.082 +56751.2 4.937 0.08 +56752.0 4.672 0.077 +56753.0 4.089 0.071 +56754.0 3.619 0.066 +56755.2 3.446 0.064 +56756.1 3.546 0.065 +56757.1 3.726 0.067 +56759.3 3.586 0.066 +56760.1 3.568 0.065 +56761.1 3.888 0.069 +56762.1 3.911 0.069 +56763.0 3.932 0.069 +56764.2 4.043 0.071 +56765.2 3.83 0.068 +56766.0 3.949 0.069 +56767.0 4.083 0.071 +56768.1 4.142 0.072 +56769.2 4.528 0.076 +56770.1 4.851 0.079 +56771.1 4.979 0.081 +56772.0 4.965 0.08 +56773.1 5.055 0.082 +56774.0 5.102 0.082 +56774.6 5.004 0.081 +56775.6 5.033 0.081 +56776.7 4.596 0.077 +56777.4 4.632 0.077 +56778.5 4.545 0.076 +56779.4 4.431 0.075 +56780.5 4.556 0.076 +56781.4 4.353 0.074 +56782.4 4.135 0.072 +56783.4 4.528 0.076 +56784.8 5.118 0.082 +56785.8 5.355 0.085 +56786.7 5.037 0.081 +56787.3 4.937 0.08 +56788.3 4.882 0.08 +56789.3 4.609 0.076 +56790.3 4.335 0.074 +56791.3 4.289 0.073 +56792.3 4.553 0.076 +56793.2 4.741 0.078 +56794.2 4.643 0.077 +56795.3 4.364 0.074 +56796.1 4.423 0.075 +56797.1 4.936 0.08 +56798.1 4.948 0.08 +56799.2 4.692 0.078 +56800.0 4.622 0.077 +56801.0 4.809 0.079 +56802.0 4.633 0.077 +56803.0 4.794 0.079 +56805.0 4.473 0.075 +56806.0 4.346 0.074 +56807.1 4.345 0.074 +56808.1 4.478 0.075 +56809.1 4.707 0.078 +56809.9 4.573 0.076 +56810.8 4.465 0.075 +56812.0 4.719 0.078 +56813.0 4.809 0.079 +56814.1 5.004 0.081 +56814.9 5.324 0.084 +56816.1 5.486 0.086 +56816.9 5.576 0.087 +56817.9 6.186 0.094 +56818.9 6.474 0.097 +56819.7 6.463 0.097 +56821.0 6.206 0.094 +56821.9 5.888 0.091 +56822.8 5.736 0.089 +56823.8 5.553 0.087 +56824.6 5.425 0.085 +56825.6 5.133 0.083 +56826.9 4.588 0.077 +56827.8 4.371 0.074 +56828.5 4.394 0.075 +56829.6 4.204 0.073 +56830.5 4.11 0.071 +56831.7 4.171 0.072 +56832.3 4.38 0.074 +56833.8 4.765 0.079 +56834.8 4.738 0.078 +56835.8 4.455 0.075 +56836.2 4.434 0.075 +56837.6 4.431 0.075 +56838.2 4.449 0.075 +56839.2 4.45 0.075 +56840.1 4.52 0.076 +56841.2 4.442 0.075 +56842.2 4.469 0.075 +56843.1 4.231 0.073 +56844.2 4.082 0.071 +56845.0 4.105 0.071 +56846.1 4.033 0.071 +56847.0 3.887 0.069 +56848.0 3.796 0.068 +56849.1 3.71 0.067 +56850.0 3.554 0.066 +56850.9 3.426 0.064 +56851.9 3.377 0.064 +56852.9 3.419 0.064 +56854.0 3.324 0.063 +56855.0 3.457 0.065 +56856.2 3.8 0.068 +56857.2 4.33 0.074 +56858.1 4.513 0.076 +56858.9 4.389 0.075 +56860.1 4.079 0.071 +56860.9 4.043 0.071 +56861.8 3.986 0.07 +56862.9 3.741 0.068 +56863.9 4.104 0.072 +56864.9 4.331 0.074 +56865.9 4.708 0.078 diff --git a/lag/data/lcshort/1479A.lc b/lag/data/lcshort/1479A.lc new file mode 100644 index 0000000..43f1300 --- /dev/null +++ b/lag/data/lcshort/1479A.lc @@ -0,0 +1,171 @@ +# 0.1 1 +56691.6 3.16 0.051 +56692.4 3.3 0.052 +56693.3 3.3 0.052 +56695.3 3.54 0.056 +56696.3 3.87 0.06 +56697.3 4 0.062 +56698.3 4.11 0.063 +56699.2 4.03 0.062 +56700.2 4.01 0.062 +56701.4 4.08 0.063 +56702.2 4.1 0.063 +56703.2 4.2 0.065 +56705.4 3.95 0.061 +56706.2 3.86 0.06 +56707.2 4.03 0.062 +56708.3 3.68 0.058 +56709.3 3.52 0.055 +56710.3 3.21 0.051 +56711.1 2.98 0.048 +56712.2 3.03 0.049 +56713.2 3.07 0.049 +56714.3 2.99 0.048 +56715.1 2.81 0.046 +56715.9 2.66 0.044 +56716.9 2.5 0.041 +56718.9 2.36 0.04 +56720.2 2.26 0.038 +56721.1 2.07 0.036 +56722.1 1.94 0.034 +56723.2 1.86 0.032 +56726.1 1.96 0.034 +56727.1 1.91 0.033 +56727.8 2 0.035 +56728.9 2.1 0.036 +56729.8 2.15 0.036 +56730.9 2.17 0.037 +56732.0 2.16 0.037 +56733.0 2.12 0.036 +56733.9 2.17 0.037 +56734.9 2.46 0.041 +56735.9 2.85 0.046 +56736.5 3.18 0.051 +56737.7 3.41 0.054 +56738.6 3.59 0.056 +56739.7 3.88 0.06 +56740.4 4.08 0.063 +56741.4 4.08 0.063 +56744.4 4.87 0.074 +56745.3 4.91 0.074 +56746.3 4.85 0.074 +56747.2 5.1 0.077 +56748.3 5.11 0.077 +56749.2 4.8 0.073 +56750.3 4.71 0.072 +56751.2 4.45 0.068 +56752.0 4.26 0.066 +56753.0 3.7 0.058 +56754.0 3.19 0.051 +56755.2 2.98 0.048 +56756.2 3.12 0.05 +56757.2 3.21 0.051 +56759.3 3.26 0.052 +56760.1 3.22 0.051 +56761.1 3.41 0.054 +56762.1 3.53 0.056 +56763.1 3.54 0.056 +56764.3 3.53 0.056 +56765.2 3.47 0.055 +56766.0 3.55 0.056 +56767.0 3.62 0.057 +56768.1 3.75 0.058 +56769.2 4.09 0.063 +56770.1 4.26 0.066 +56771.1 4.42 0.068 +56772.0 4.55 0.07 +56773.1 4.53 0.07 +56774.0 4.61 0.07 +56774.7 4.51 0.069 +56775.7 4.45 0.068 +56776.8 4.14 0.064 +56777.5 4.2 0.065 +56778.5 4.13 0.064 +56779.5 4 0.062 +56780.5 4.12 0.064 +56781.4 4.04 0.063 +56782.4 3.95 0.061 +56783.4 4.17 0.064 +56784.8 4.65 0.071 +56785.8 4.83 0.074 +56786.7 4.58 0.07 +56787.3 4.55 0.07 +56788.3 4.44 0.068 +56789.3 4.3 0.066 +56790.3 4.02 0.062 +56791.3 4.07 0.063 +56792.3 4.34 0.067 +56793.2 4.51 0.069 +56794.2 4.31 0.066 +56795.3 4.06 0.063 +56796.1 4.1 0.063 +56797.1 4.43 0.068 +56798.1 4.46 0.068 +56799.2 4.31 0.066 +56800.0 4.3 0.066 +56801.1 4.37 0.067 +56802.1 4.33 0.067 +56803.0 4.26 0.066 +56805.0 4.08 0.063 +56806.0 4 0.062 +56807.1 3.96 0.061 +56808.1 4.09 0.063 +56809.1 4.22 0.065 +56809.9 4.12 0.064 +56810.9 4.08 0.063 +56812.0 4.23 0.065 +56813.0 4.3 0.066 +56814.1 4.4 0.067 +56814.9 4.68 0.071 +56816.1 4.8 0.073 +56817.0 5.02 0.076 +56817.9 5.61 0.084 +56818.9 5.83 0.088 +56819.8 5.88 0.088 +56821.0 5.5 0.083 +56821.9 5.38 0.081 +56822.8 5.15 0.078 +56823.9 5.12 0.078 +56824.7 5.02 0.076 +56825.7 4.79 0.073 +56826.9 4.23 0.065 +56827.8 3.96 0.062 +56828.6 3.94 0.061 +56829.7 3.74 0.058 +56830.5 3.63 0.057 +56831.7 3.82 0.06 +56832.3 3.87 0.06 +56833.8 4.23 0.065 +56834.8 4.24 0.065 +56835.8 3.92 0.061 +56836.3 3.87 0.06 +56837.7 3.95 0.061 +56838.2 3.86 0.06 +56839.3 4 0.062 +56840.2 3.98 0.062 +56841.3 3.97 0.061 +56842.2 3.96 0.062 +56843.2 3.77 0.059 +56844.2 3.65 0.057 +56845.0 3.53 0.055 +56846.2 3.56 0.056 +56847.1 3.48 0.055 +56848.1 3.4 0.054 +56849.1 3.23 0.051 +56850.0 3.17 0.051 +56850.9 3.05 0.049 +56851.9 2.96 0.048 +56852.9 3.08 0.049 +56854.1 2.92 0.047 +56855.1 3.01 0.049 +56856.2 3.4 0.054 +56857.2 3.85 0.06 +56858.1 4.05 0.063 +56858.9 3.95 0.061 +56860.1 3.7 0.058 +56861.0 3.73 0.058 +56861.8 3.52 0.056 +56862.9 3.32 0.053 +56863.9 3.67 0.058 +56864.9 3.82 0.06 +56865.9 4.24 0.065 diff --git a/lag/data/lcshort/1746A.lc b/lag/data/lcshort/1746A.lc new file mode 100644 index 0000000..3371502 --- /dev/null +++ b/lag/data/lcshort/1746A.lc @@ -0,0 +1,171 @@ +# 0.1 1 +56691.6 2.79 0.064 +56692.4 3.04 0.068 +56693.3 3.04 0.067 +56695.3 3.19 0.071 +56696.3 3.42 0.074 +56697.3 3.5 0.074 +56698.3 3.6 0.075 +56699.2 3.51 0.074 +56700.2 3.65 0.077 +56701.4 3.6 0.076 +56702.2 3.6 0.075 +56703.2 3.63 0.076 +56705.4 3.59 0.076 +56706.2 3.49 0.074 +56707.2 3.6 0.075 +56708.3 3.33 0.073 +56709.3 3.32 0.072 +56710.3 2.89 0.066 +56711.1 2.7 0.063 +56712.2 2.81 0.066 +56713.2 2.81 0.065 +56714.3 2.7 0.063 +56715.1 2.61 0.063 +56715.9 2.52 0.062 +56716.9 2.33 0.059 +56718.9 2.16 0.057 +56720.2 2.09 0.056 +56721.1 1.9 0.053 +56722.1 1.85 0.052 +56723.2 1.74 0.051 +56726.1 1.91 0.054 +56727.1 1.81 0.052 +56727.8 1.86 0.052 +56728.9 1.94 0.053 +56729.8 1.97 0.054 +56730.9 2.01 0.054 +56732.0 1.99 0.054 +56733.0 1.99 0.055 +56733.9 2 0.054 +56734.9 2.27 0.058 +56735.9 2.56 0.063 +56736.5 2.85 0.065 +56737.7 2.98 0.067 +56738.6 3.23 0.071 +56739.7 3.36 0.073 +56740.4 3.59 0.075 +56741.4 3.57 0.075 +56744.4 4.16 0.083 +56745.3 4.15 0.083 +56746.3 4.23 0.084 +56747.2 4.37 0.087 +56748.3 4.24 0.084 +56749.2 4.09 0.082 +56750.3 4.08 0.081 +56751.2 3.84 0.079 +56752.0 3.74 0.077 +56753.0 3.42 0.074 +56754.0 2.96 0.067 +56755.2 2.69 0.064 +56756.2 2.85 0.066 +56757.2 2.98 0.068 +56759.3 2.96 0.067 +56760.1 2.84 0.066 +56761.1 3.11 0.07 +56762.1 3.09 0.069 +56763.1 3.2 0.071 +56764.3 3.19 0.071 +56765.2 3.11 0.069 +56766.0 3.19 0.07 +56767.0 3.37 0.074 +56768.1 3.26 0.071 +56769.2 3.52 0.075 +56770.1 3.68 0.077 +56771.1 3.8 0.079 +56772.0 3.95 0.08 +56773.1 3.88 0.08 +56774.0 3.94 0.081 +56774.7 3.92 0.08 +56775.7 3.84 0.079 +56776.8 3.73 0.078 +56777.5 3.74 0.078 +56778.5 3.68 0.078 +56779.5 3.49 0.075 +56780.5 3.56 0.075 +56781.4 3.57 0.075 +56782.4 3.44 0.074 +56783.4 3.51 0.075 +56784.8 3.92 0.081 +56785.8 4.16 0.083 +56786.7 4.04 0.082 +56787.3 3.91 0.081 +56788.3 3.84 0.08 +56789.3 3.69 0.077 +56790.3 3.49 0.074 +56791.3 3.45 0.074 +56792.3 3.52 0.075 +56793.2 3.76 0.079 +56794.2 3.66 0.077 +56795.3 3.42 0.074 +56796.1 3.48 0.075 +56797.1 3.84 0.079 +56798.1 3.76 0.078 +56799.2 3.66 0.078 +56800.0 3.63 0.078 +56801.1 3.69 0.077 +56802.1 3.65 0.077 +56803.0 3.67 0.078 +56805.0 3.51 0.075 +56806.0 3.55 0.076 +56807.1 3.57 0.076 +56808.1 3.62 0.076 +56809.1 3.76 0.078 +56809.9 3.71 0.077 +56810.9 3.59 0.077 +56812.0 3.75 0.079 +56813.0 3.79 0.079 +56814.1 3.97 0.082 +56814.9 4.09 0.083 +56816.1 4.3 0.085 +56817.0 4.46 0.088 +56817.9 4.81 0.093 +56818.9 4.96 0.094 +56819.8 5.08 0.096 +56821.0 4.79 0.093 +56821.9 4.69 0.091 +56822.8 4.48 0.087 +56823.9 4.4 0.088 +56824.7 4.42 0.087 +56825.7 4.24 0.085 +56826.9 3.83 0.079 +56827.8 3.64 0.077 +56828.6 3.52 0.075 +56829.7 3.36 0.074 +56830.5 3.3 0.073 +56831.7 3.48 0.075 +56832.3 3.46 0.074 +56833.8 3.75 0.079 +56834.8 3.78 0.079 +56835.8 3.62 0.077 +56836.3 3.59 0.076 +56837.7 3.62 0.076 +56838.2 3.52 0.076 +56839.3 3.55 0.077 +56840.2 3.65 0.077 +56841.3 3.64 0.078 +56842.2 3.63 0.077 +56843.2 3.46 0.076 +56844.2 3.36 0.073 +56845.0 3.25 0.073 +56846.2 3.24 0.072 +56847.1 3.18 0.072 +56848.1 3.16 0.071 +56849.1 3.12 0.07 +56850.0 2.92 0.068 +56850.9 2.84 0.066 +56851.9 2.8 0.066 +56852.9 2.75 0.066 +56854.1 2.74 0.065 +56855.1 2.81 0.066 +56856.2 3.01 0.068 +56857.2 3.27 0.073 +56858.1 3.5 0.075 +56858.9 3.5 0.076 +56860.1 3.32 0.072 +56861.0 3.35 0.074 +56861.8 3.12 0.07 +56862.9 3.02 0.069 +56863.9 3.29 0.073 +56864.9 3.42 0.075 +56865.9 3.76 0.078 diff --git a/lag/data/lcshort/1928A.lc b/lag/data/lcshort/1928A.lc new file mode 100644 index 0000000..3249028 --- /dev/null +++ b/lag/data/lcshort/1928A.lc @@ -0,0 +1,282 @@ +# 0.1 1 +56698.4 3.28 0.0698 +56699.6 3.19 0.0715 +56706.5 3.27 0.071 +56708.2 3.11 0.0678 +56709.6 3.08 0.0768 +56710.1 2.97 0.0692 +56710.2 2.97 0.0699 +56710.6 2.79 0.0648 +56711.0 2.9 0.0688 +56711.4 2.74 0.0674 +56712.1 2.79 0.0645 +56713.2 2.71 0.0648 +56713.5 2.76 0.0648 +56714.0 2.73 0.0655 +56714.2 2.78 0.0654 +56714.5 2.73 0.0653 +56715.0 2.71 0.0646 +56715.6 2.43 0.134 +56717.0 2.44 0.0586 +56718.4 2.32 0.0539 +56718.6 2.21 0.054 +56719.7 2.31 0.0545 +56720.1 2.3 0.0572 +56720.4 2.28 0.053 +56720.6 2.14 0.0527 +56721.0 2.21 0.0523 +56721.4 2.13 0.0501 +56721.6 2.07 0.0512 +56722.4 2.05 0.049 +56722.8 2 0.0496 +56723.1 2.04 0.0495 +56723.4 2.05 0.049 +56723.9 1.99 0.0488 +56724.5 2.03 0.0488 +56724.6 2 0.0493 +56724.8 2.03 0.0505 +56725.2 2.02 0.0491 +56725.3 2 0.0488 +56725.6 2.06 0.0504 +56726.0 2.06 0.0527 +56726.3 2.03 0.0475 +56727.0 2.0476 0.035696 +56727.3 2.03 0.0473 +56727.5 2.08 0.0518 +56727.8 2.1 0.0508 +56728.6 2.03 0.0487 +56728.8 2.09 0.0493 +56729.6 2.13 0.0511 +56730.0 2.15 0.0523 +56730.4 2.18 0.051 +56730.6 2.14 0.0503 +56731.0 2.19 0.0512 +56731.4 2.14 0.0492 +56731.6 2.19 0.0514 +56732.0 2.18 0.0518 +56732.4 2.15 0.0498 +56732.7 2.2 0.0515 +56733.0 2.14 0.0501 +56733.2 2.14 0.0492 +56733.6 2.1 0.0497 +56734.0 2.15 0.0502 +56734.2 2.24 0.0507 +56734.5 2.21 0.0524 +56734.9 2.35 0.0556 +56735.3 2.4 0.0542 +56735.6 2.42 0.0565 +56736.3 2.64 0.0599 +56736.6 2.64 0.0618 +56736.9 2.79 0.065 +56737.5 2.83 0.0673 +56737.9 2.76 0.066 +56738.2 2.85 0.0649 +56738.5 2.89 0.0692 +56738.9 2.97 0.0692 +56739.2 2.97 0.0674 +56739.6 3.06 0.0725 +56740.0 3.18 0.0721 +56740.3 3.22 0.0729 +56740.5 3.23 0.0739 +56740.9 3.21 0.0739 +56741.3 3.23 0.0735 +56741.5 3.25 0.0763 +56741.9 3.34 0.0763 +56742.2 3.28 0.0739 +56742.7 3.45 0.0804 +56743.0 3.46 0.0782 +56743.4 3.46 0.077 +56743.5 3.43 0.0784 +56744.4 3.5505 0.055079 +56744.5 3.62 0.0815 +56745.4 3.63 0.0838 +56745.6 3.69 0.0845 +56745.9 3.67 0.0842 +56746.2 3.62 0.0817 +56746.6 3.69 0.0848 +56746.9 3.72 0.0843 +56747.7 3.84 0.087 +56748.0 3.75 0.0852 +56748.5 3.74 0.0878 +56749.1 3.63 0.0815 +56749.4 3.66 0.0825 +56749.5 3.68 0.0852 +56750.5 3.62 0.0817 +56750.6 3.64 0.083 +56751.6 3.49 0.0809 +56752.0 3.48 0.0804 +56752.6 3.35 0.0789 +56753.0 3.22 0.0742 +56753.4 3.14 0.0723 +56753.7 3 0.0714 +56753.9 2.99 0.0677 +56754.2 2.92 0.0668 +56754.4 2.89 0.0644 +56755.0 2.76 0.0649 +56755.4 2.92 0.0676 +56755.5 2.77 0.0643 +56756.1 2.83 0.0662 +56756.3 2.87 0.0661 +56756.8 2.96 0.0693 +56757.3 2.92 0.0675 +56757.5 2.92 0.0666 +56758.0 2.92 0.0666 +56758.3 2.87 0.0654 +56758.5 2.86 0.0652 +56759.0 2.87 0.0653 +56759.2 2.87 0.0651 +56759.8 2.94 0.0665 +56760.0 2.88 0.0655 +56760.3 2.82 0.0642 +56761.0 2.93 0.0667 +56761.8 2.95 0.0661 +56762.0 2.96 0.067 +56762.3 2.97 0.0667 +56762.8 2.8 0.0667 +56763.0 2.94 0.068 +56763.4 2.79 0.0639 +56763.5 2.72 0.0623 +56764.0 2.94 0.0662 +56764.4 2.92 0.0662 +56764.8 2.96 0.0681 +56765.1 3.01 0.0707 +56765.7 2.98 0.0712 +56766.1 2.98 0.0699 +56766.4 2.98 0.0718 +56766.7 3.01 0.0716 +56767.4 2.89 0.0677 +56768.4 2.94 0.0698 +56769.4 3.25 0.0741 +56770.5 3.01 0.0701 +56770.8 3.27 0.0746 +56771.2 3.37 0.0759 +56774.7 3.44 0.0816 +56775.6 3.38 0.0766 +56776.0 3.42 0.0773 +56776.2 3.37 0.0747 +56777.0 3.29 0.078 +56777.4 3.32 0.0837 +56777.5 3.08 0.0719 +56778.6 3.26 0.0755 +56779.4 3.13 0.0735 +56779.9 3.25 0.0743 +56780.3 3.11 0.0717 +56780.5 3.27 0.0778 +56780.6 3.26 0.0768 +56782.1 3.14 0.0721 +56782.3 3.13 0.0706 +56782.7 3.17 0.0735 +56783.0 3.24 0.0751 +56783.4 3.19 0.0745 +56783.6 3.14 0.073 +56784.0 3.36 0.077 +56785.0 3.48 0.0808 +56785.6 3.53 0.081 +56786.4 3.48 0.0779 +56787.0 3.41 0.0782 +56787.3 3.44 0.0776 +56787.7 3.23 0.0755 +56788.0 3.39 0.0783 +56788.3 3.3 0.0762 +56789.0 3.39 0.0762 +56789.3 3 0.068 +56789.6 3.23 0.0761 +56790.0 3.2 0.073 +56790.6 3.12 0.0724 +56791.0 3.08 0.0712 +56791.6 3.14 0.0733 +56792.0 3.03 0.0691 +56792.4 3.17 0.0735 +56792.5 3.14 0.0755 +56792.8 3.27 0.0735 +56793.8 3.27 0.0738 +56794.2 3.24 0.0753 +56794.7 3.21 0.0768 +56795.4 3.2 0.0765 +56795.9 3.11 0.0794 +56796.9 3.29 0.0752 +56798.5 3.41 0.0797 +56798.9 3.2 0.0728 +56799.2 3.3 0.0732 +56799.6 3.26 0.0728 +56800.0 3.17 0.0703 +56800.4 3.1 0.0718 +56800.8 3.28 0.0734 +56801.1 3.34 0.0752 +56802.1 3.27 0.0719 +56802.6 3.28 0.0722 +56802.9 3.03 0.0726 +56804.2 3.1 0.0705 +56805.1 3.26 0.0756 +56806.0 3.25 0.0731 +56806.4 3.22 0.0725 +56806.9 3.26 0.0739 +56807.2 3.2 0.0721 +56807.9 3.24 0.0736 +56808.6 3.26 0.074 +56808.9 3.43 0.0778 +56809.2 3.19 0.0737 +56809.9 3.35 0.0763 +56810.2 3.28 0.0754 +56810.6 3.24 0.0738 +56810.9 3.3 0.0752 +56811.2 3.33 0.0794 +56811.8 3.25 0.0749 +56812.0 3.38 0.078 +56812.4 3.49 0.0802 +56812.6 3.42 0.0784 +56813.2 3.57 0.0829 +56814.0 3.41 0.0764 +56814.4 3.16 0.0715 +56814.6 3.52 0.083 +56815.7 3.54 0.0811 +56816.0 3.67 0.085 +56816.2 3.75 0.0855 +56817.6 4 0.0881 +56818.1 4 0.0848 +56818.2 4.04 0.0916 +56818.7 4.16 0.0951 +56819.0 4.17 0.0929 +56819.7 4.03 0.0917 +56820.2 4.19 0.0942 +56820.6 4.01 0.0914 +56820.7 4.11 0.093 +56821.9 3.95 0.0884 +56822.4 3.83 0.0869 +56823.2 3.86 0.0889 +56823.3 3.58 0.0808 +56824.6 3.91 0.09 +56825.4 3.69 0.0839 +56825.6 3.74 0.0839 +56826.0 3.67 0.0763 +56826.4 3.7 0.085 +56826.8 3.43 0.0788 +56827.0 3.38 0.0767 +56827.4 3.35 0.077 +56827.9 3.26 0.0744 +56828.2 3.28 0.0755 +56828.4 3.33 0.0768 +56828.6 3.35 0.0708 +56829.0 3.25 0.0749 +56829.8 3.16 0.0744 +56830.1 3.26 0.0743 +56830.4 3.25 0.0747 +56832.0 3.22 0.0649 +56834.1 3.18 0.0639 +56837.2 3.33 0.067 +56839.6 3.35 0.0689 +56840.3 3.32 0.0689 +56842.0 3.27 0.0658 +56844.3 2.76 0.0557 +56846.3 3.12 0.0628 +56847.7 2.98 0.0608 +56849.6 2.79 0.0565 +56852.1 2.76 0.0557 +56854.3 2.65 0.054 +56854.4 2.6 0.0594 +56855.9 2.69 0.0543 +56858.1 3.165 0.06373 +56859.7 3.073 0.06191 +56862.1 2.954 0.05924 +56863.6 2.999 0.06035 +56865.6 3.237 0.06498 diff --git a/lag/data/lcshort/2246A.lc b/lag/data/lcshort/2246A.lc new file mode 100644 index 0000000..c7da794 --- /dev/null +++ b/lag/data/lcshort/2246A.lc @@ -0,0 +1,254 @@ +# 0.1 1 +56698.4 3.06 0.0745 +56706.5 2.99 0.0735 +56708.2 3.05 0.0742 +56710.1 2.82 0.0764 +56710.2 2.8 0.0776 +56710.6 2.57 0.0707 +56711.0 2.68 0.0743 +56711.4 2.63 0.0774 +56712.1 2.62 0.0707 +56713.2 2.59 0.0718 +56713.5 2.59 0.0715 +56714.0 2.57 0.0739 +56714.2 2.69 0.0737 +56714.5 2.59 0.0709 +56715.0 2.55 0.07 +56717.0 2.35 0.0654 +56718.4 2.28 0.0609 +56718.6 2.25 0.0636 +56719.7 2.28 0.0622 +56720.1 2.25 0.0656 +56720.4 2.21 0.059 +56720.6 2.18 0.0619 +56721.0 2.06 0.0565 +56721.4 2.12 0.0575 +56721.6 2.06 0.0596 +56722.4 2.01 0.0564 +56722.8 1.99 0.0574 +56723.1 1.97 0.0557 +56723.4 2.02 0.0556 +56723.9 1.98 0.0568 +56724.5 1.95 0.0552 +56724.6 1.99 0.0589 +56724.8 1.91 0.0567 +56725.2 1.95 0.0557 +56725.3 1.91 0.0558 +56725.6 1.97 0.0577 +56726.0 2.05 0.0638 +56726.3 1.99 0.0539 +56727.0 1.9994 0.042021 +56727.3 2.09 0.0552 +56727.5 2.01 0.0557 +56727.8 2 0.0572 +56728.6 2.02 0.0603 +56728.8 2.05 0.0616 +56729.6 2.07 0.0582 +56730.0 2.03 0.0578 +56730.4 2.21 0.0598 +56730.6 2.16 0.0581 +56731.0 2.06 0.056 +56731.6 2.1 0.0571 +56732.1 2.11 0.0583 +56732.4 2.12 0.0564 +56732.7 2.12 0.0582 +56733.0 2.08 0.058 +56733.2 2.11 0.0558 +56733.6 2.12 0.0576 +56734.0 2.14 0.0573 +56734.2 2.15 0.0556 +56734.9 2.23 0.0616 +56735.3 2.24 0.0565 +56735.6 2.28 0.0615 +56736.0 2.23 0.0586 +56736.3 2.49 0.065 +56736.6 2.58 0.0699 +56736.9 2.61 0.0701 +56737.5 2.68 0.0705 +56737.9 2.67 0.0722 +56738.2 2.71 0.0715 +56738.5 2.79 0.0799 +56738.9 2.89 0.0788 +56739.2 2.89 0.076 +56739.6 2.95 0.0813 +56740.0 3.01 0.0781 +56740.3 2.96 0.0766 +56740.5 3.07 0.0804 +56740.9 3.09 0.0831 +56741.3 3.05 0.0803 +56741.5 3.07 0.0818 +56741.9 3.12 0.0814 +56742.2 3.05 0.0783 +56742.7 3.29 0.0887 +56743.0 3.26 0.0844 +56743.4 3.4 0.0848 +56743.5 3.25 0.0832 +56744.4 3.4026 0.060424 +56744.5 3.3 0.0818 +56745.4 3.49 0.0954 +56745.6 3.5 0.0915 +56745.9 3.52 0.092 +56746.2 3.45 0.0887 +56746.6 3.38 0.0881 +56746.9 3.41 0.088 +56747.7 3.65 0.0933 +56748.0 3.46 0.0892 +56748.5 3.57 0.0937 +56749.1 3.36 0.0865 +56749.4 3.37 0.0855 +56749.5 3.4 0.0867 +56750.5 3.5 0.0922 +56750.6 3.51 0.0926 +56751.6 3.26 0.0863 +56752.0 3.2 0.0907 +56752.6 3.13 0.0925 +56753.0 3.07 0.0814 +56753.4 3.02 0.0802 +56753.7 2.95 0.0879 +56753.9 2.85 0.0755 +56754.2 2.8 0.0751 +56754.4 2.85 0.0723 +56755.0 2.72 0.0741 +56755.4 2.77 0.0736 +56755.5 2.66 0.0712 +56756.1 2.71 0.073 +56756.3 2.7 0.0725 +56756.8 2.86 0.0758 +56757.3 2.83 0.0744 +56757.5 2.83 0.0728 +56758.0 2.83 0.0721 +56758.3 2.79 0.0724 +56758.5 2.8 0.0744 +56759.0 2.76 0.0711 +56759.2 2.75 0.0715 +56759.8 2.71 0.0699 +56760.0 2.75 0.0708 +56760.3 2.76 0.071 +56761.0 2.76 0.0723 +56761.8 2.9 0.0732 +56762.0 2.9 0.0761 +56762.3 2.94 0.0786 +56762.8 2.77 0.0818 +56763.0 2.9 0.0759 +56763.4 2.64 0.0693 +56763.5 2.62 0.0718 +56764.0 2.92 0.0746 +56764.4 2.9 0.0748 +56764.8 2.87 0.0761 +56765.1 2.75 0.0718 +56765.7 2.79 0.077 +56766.1 2.87 0.0768 +56766.4 2.96 0.083 +56766.7 2.86 0.0811 +56767.4 2.81 0.078 +56769.4 3 0.0779 +56770.5 2.98 0.0859 +56770.8 3.14 0.082 +56771.2 3.14 0.079 +56774.7 3.21 0.0886 +56775.6 3.16 0.0806 +56776.0 3.25 0.0949 +56776.2 3.16 0.0788 +56777.5 2.95 0.0787 +56778.6 3.08 0.0822 +56779.4 3.08 0.0828 +56779.9 3.12 0.0817 +56780.3 2.91 0.0777 +56780.5 3.09 0.0836 +56780.6 3.15 0.0844 +56782.1 2.99 0.0801 +56782.3 2.93 0.0748 +56782.7 2.97 0.0788 +56783.0 3.07 0.0815 +56783.4 3.1 0.079 +56783.6 3.01 0.0822 +56784.0 3.14 0.0813 +56785.0 3.29 0.102 +56785.6 3.32 0.0869 +56786.4 3.28 0.0834 +56787.0 3.41 0.111 +56787.3 3.33 0.0843 +56787.7 3.08 0.0811 +56788.0 3.24 0.0861 +56788.3 3.12 0.0853 +56789.0 3.12 0.0803 +56789.3 2.95 0.0754 +56789.6 3.05 0.0827 +56790.0 3.07 0.0909 +56790.6 2.92 0.108 +56791.6 3.24 0.182 +56792.0 2.94 0.0757 +56792.4 3.07 0.0848 +56792.5 2.99 0.0762 +56792.8 3.2 0.0816 +56793.8 3.15 0.0801 +56794.2 3.1 0.0842 +56794.7 2.98 0.0916 +56795.4 3.04 0.0928 +56796.9 3.17 0.0826 +56798.5 3.11 0.0799 +56798.9 3.04 0.0793 +56799.2 3.04 0.0775 +56799.6 3.21 0.0811 +56800.0 2.95 0.0742 +56800.4 3.05 0.0811 +56800.8 3.09 0.0782 +56801.1 3.13 0.0793 +56802.1 3.18 0.078 +56802.6 3.13 0.077 +56804.2 2.96 0.0763 +56805.1 3.08 0.0814 +56806.0 3.17 0.082 +56806.4 3.1 0.0805 +56806.9 3.12 0.0882 +56807.2 3.13 0.0861 +56807.9 3.15 0.0816 +56808.6 3.17 0.0811 +56808.9 3.24 0.0833 +56809.2 3.09 0.081 +56809.9 3.27 0.084 +56810.2 3.17 0.0866 +56810.6 3.08 0.0809 +56810.9 3.19 0.0822 +56811.2 3.11 0.0854 +56811.8 3.22 0.0938 +56812.0 3.22 0.0825 +56812.4 3.25 0.0859 +56812.6 3.23 0.0845 +56812.9 3.14 0.0831 +56813.2 3.27 0.0833 +56814.0 3.35 0.0893 +56814.4 3.17 0.081 +56814.6 3.39 0.0908 +56815.7 3.34 0.0893 +56816.0 3.44 0.0953 +56816.2 3.58 0.0969 +56817.6 3.73 0.0932 +56818.1 3.79 0.0899 +56818.2 3.77 0.0969 +56818.7 3.93 0.101 +56819.0 4.04 0.11 +56819.7 3.7 0.0984 +56820.2 4 0.106 +56820.6 3.715 0.10785 +56820.7 3.74 0.096 +56821.9 3.72 0.0965 +56822.4 3.67 0.103 +56823.2 3.74 0.101 +56823.3 3.45 0.0942 +56824.6 3.6 0.0994 +56825.4 3.39 0.0894 +56825.6 3.54 0.0907 +56826.0 3.56 0.114 +56826.4 3.34 0.0885 +56826.8 3.25 0.0869 +56827.0 3.27 0.0918 +56827.4 3.17 0.0905 +56827.9 3.15 0.0811 +56828.2 3.2 0.0846 +56828.4 3.11 0.0819 +56828.6 3.17 0.0768 +56829.0 3.13 0.0836 +56829.8 3.07 0.0867 +56830.2 2.99 0.0851 +56830.4 2.97 0.0807 diff --git a/lag/data/lcshort/2600A.lc b/lag/data/lcshort/2600A.lc new file mode 100644 index 0000000..cba17d9 --- /dev/null +++ b/lag/data/lcshort/2600A.lc @@ -0,0 +1,269 @@ +# 0.1 1 +56698.4 2.86 0.0637 +56699.6 2.76 0.0639 +56702.4 2.79 0.063 +56706.5 2.77 0.064 +56708.2 2.72 0.0623 +56710.1 2.6 0.0661 +56710.2 2.65 0.068 +56710.6 2.49 0.0628 +56711.0 2.48 0.0647 +56711.4 2.54 0.0691 +56712.1 2.43 0.0611 +56713.2 2.5 0.0654 +56713.5 2.52 0.0642 +56714.0 2.49 0.0655 +56714.2 2.36 0.0607 +56714.5 2.42 0.0636 +56715.0 2.44 0.0635 +56715.6 2.42 0.0631 +56717.0 2.34 0.061 +56718.4 2.17 0.0544 +56718.6 2.06 0.055 +56719.7 2.17 0.0553 +56720.1 2.07 0.0574 +56720.4 2.11 0.0527 +56720.6 2.11 0.0563 +56721.0 1.98 0.051 +56721.4 2.04 0.0516 +56721.6 1.99 0.0536 +56722.4 1.97 0.0509 +56722.8 1.88 0.0512 +56723.1 1.92 0.0508 +56723.4 1.97 0.0507 +56723.9 1.87 0.0502 +56724.4 1.92 0.0501 +56724.6 1.88 0.0507 +56725.2 1.89 0.0505 +56725.3 1.92 0.0512 +56725.6 2 0.0531 +56726.0 1.94 0.055 +56726.3 1.96 0.0491 +56727.0 1.9546 0.037145 +56727.3 1.93 0.0481 +56727.5 1.95 0.0531 +56727.8 1.97 0.0521 +56728.6 1.94 0.0505 +56728.8 1.95 0.0496 +56729.6 2 0.0521 +56730.0 2.02 0.0535 +56730.4 2.09 0.0525 +56730.6 2.08 0.0523 +56731.0 2.02 0.0509 +56731.4 2 0.0492 +56731.6 2.04 0.0516 +56732.0 2.04 0.0524 +56732.4 2 0.0498 +56732.7 2.07 0.0522 +56733.0 2.05 0.0516 +56733.2 2.03 0.05 +56733.6 2.01 0.0512 +56734.0 2.03 0.0511 +56734.2 2.06 0.0497 +56734.5 2.11 0.0539 +56734.9 2.18 0.0559 +56735.3 2.17 0.0526 +56735.6 2.27 0.0572 +56736.3 2.33 0.0567 +56736.6 2.38 0.0606 +56736.9 2.45 0.062 +56737.5 2.45 0.0644 +56737.9 2.44 0.0643 +56738.2 2.6 0.0635 +56738.5 2.58 0.0679 +56738.9 2.56 0.0651 +56739.2 2.58 0.0631 +56739.6 2.74 0.0712 +56740.0 2.7 0.0664 +56740.3 2.66 0.0651 +56740.5 2.75 0.0686 +56740.9 2.77 0.0695 +56741.3 2.82 0.0694 +56741.5 2.73 0.0705 +56741.9 2.78 0.069 +56742.2 2.71 0.0661 +56742.7 2.87 0.0738 +56743.0 2.91 0.0713 +56743.4 3.01 0.072 +56743.5 2.9 0.0724 +56744.4 3.044 0.050228 +56744.5 3.06 0.0746 +56745.4 3.03 0.0769 +56745.6 3.11 0.0778 +56745.9 3.13 0.0783 +56746.2 3.08 0.0753 +56746.6 3.09 0.0778 +56746.9 3.11 0.0767 +56747.3 3.05 0.077 +56747.7 3.15 0.0776 +56748.0 3.17 0.0782 +56748.5 3.08 0.0803 +56749.1 3.14 0.0761 +56749.4 3.08 0.0749 +56750.5 3.08 0.075 +56750.6 3.02 0.0754 +56751.6 3.06 0.0772 +56752.0 2.92 0.0736 +56752.6 2.89 0.0748 +56753.0 2.86 0.0713 +56753.4 2.75 0.0689 +56753.7 2.67 0.07 +56753.9 2.73 0.0662 +56754.2 2.66 0.0658 +56754.4 2.59 0.0614 +56755.0 2.64 0.0671 +56755.4 2.61 0.0658 +56755.5 2.49 0.063 +56756.1 2.51 0.0641 +56756.3 2.58 0.064 +56756.8 2.45 0.0632 +56757.3 2.57 0.0642 +56757.5 2.67 0.0652 +56758.0 2.63 0.0647 +56758.3 2.56 0.063 +56758.5 2.61 0.0637 +56759.0 2.55 0.0622 +56759.2 2.57 0.0626 +56759.8 2.6 0.0633 +56760.3 2.55 0.0623 +56761.0 2.57 0.0628 +56761.8 2.67 0.0639 +56762.0 2.62 0.0637 +56762.3 2.57 0.0618 +56762.8 2.55 0.0666 +56763.0 2.58 0.0649 +56763.4 2.57 0.0634 +56763.5 2.53 0.0621 +56764.0 2.58 0.0624 +56764.4 2.65 0.0643 +56764.8 2.68 0.067 +56765.1 2.56 0.066 +56765.7 2.72 0.0712 +56766.1 2.57 0.0661 +56766.4 2.67 0.0709 +56766.7 2.61 0.0682 +56767.4 2.51 0.0643 +56768.4 2.54 0.0634 +56769.4 2.78 0.0686 +56770.5 2.7 0.0682 +56770.8 2.72 0.0677 +56771.2 2.81 0.0686 +56774.7 2.96 0.0776 +56774.9 2.87 0.073 +56775.6 2.96 0.072 +56776.0 2.84 0.0696 +56776.2 2.87 0.0677 +56777.0 2.85 0.0691 +56777.4 2.86 0.0695 +56777.5 2.79 0.0707 +56778.6 2.82 0.0712 +56779.8 2.85 0.0704 +56780.2 2.81 0.0699 +56780.5 2.79 0.0732 +56780.6 2.76 0.0719 +56781.1 2.71 0.0672 +56782.1 2.86 0.0709 +56782.3 2.74 0.0664 +56782.7 2.71 0.0687 +56783.0 2.83 0.0716 +56783.4 2.85 0.0727 +56783.6 2.83 0.0716 +56784.0 2.87 0.0714 +56784.4 2.91 0.0833 +56785.0 2.98 0.0755 +56785.6 3.01 0.0754 +56786.4 3 0.0725 +56787.0 2.97 0.074 +56787.3 2.85 0.0694 +56787.7 2.78 0.0711 +56788.0 2.92 0.0736 +56788.3 2.92 0.0736 +56789.0 2.84 0.0693 +56789.3 2.73 0.0665 +56789.6 2.74 0.071 +56790.0 2.85 0.0703 +56790.6 2.68 0.068 +56791.0 2.72 0.0685 +56792.0 2.71 0.0666 +56792.4 2.72 0.0687 +56792.5 2.76 0.0732 +56792.8 2.9 0.07 +56793.8 2.82 0.0682 +56794.7 2.79 0.0738 +56795.4 2.67 0.0711 +56795.9 2.69 0.0658 +56796.9 2.81 0.0696 +56797.2 2.74 0.0657 +56797.5 2.68 0.0694 +56797.9 2.63 0.0663 +56798.2 2.81 0.0689 +56798.5 2.79 0.0717 +56798.9 2.77 0.0684 +56799.2 2.84 0.0671 +56799.6 2.83 0.0676 +56800.0 2.7 0.064 +56800.4 2.69 0.0682 +56800.8 2.87 0.069 +56801.1 2.82 0.0682 +56802.1 2.84 0.0662 +56802.6 2.91 0.0678 +56802.9 2.79 0.0727 +56804.2 2.74 0.067 +56805.1 2.75 0.0698 +56806.0 2.82 0.068 +56806.4 2.8 0.0678 +56806.9 2.8 0.0688 +56807.2 2.83 0.0683 +56807.8 2.99 0.118 +56807.9 2.8 0.0691 +56808.2 2.84 0.0728 +56808.9 2.88 0.0707 +56809.2 2.9 0.0725 +56809.6 2.92 0.0716 +56809.9 2.9 0.0712 +56810.2 2.81 0.0707 +56810.6 2.78 0.0685 +56810.9 2.86 0.0703 +56811.2 2.82 0.0746 +56812.4 2.78 0.0703 +56812.9 2.89 0.0723 +56813.2 2.94 0.075 +56813.6 2.83 0.0714 +56814.0 2.97 0.0714 +56814.4 2.86 0.0694 +56814.6 3.06 0.0793 +56815.0 2.82 0.0699 +56815.7 3 0.0749 +56816.0 3.18 0.0804 +56816.2 3.02 0.0751 +56817.6 3.23 0.0758 +56818.1 3.34 0.074 +56818.2 3.36 0.083 +56818.7 3.26 0.0821 +56819.0 3.35 0.0809 +56819.7 3.24 0.0808 +56820.2 3.49 0.0853 +56820.6 3.22 0.08 +56820.7 3.27 0.0808 +56821.9 3.27 0.0793 +56822.4 3.22 0.0795 +56823.0 3.31 0.0883 +56823.2 3.29 0.0829 +56823.3 3.01 0.0736 +56824.6 3.22 0.0813 +56825.4 3.17 0.0779 +56825.5 3.1 0.0755 +56825.9 3.1 0.0662 +56826.4 3.08 0.0774 +56826.8 3 0.0748 +56827.0 2.98 0.073 +56827.4 2.84 0.0713 +56827.9 2.91 0.0714 +56828.1 2.87 0.0719 +56828.4 2.91 0.0728 +56828.5 2.89 0.0638 +56829.0 2.85 0.0715 +56829.3 2.87 0.0723 +56829.8 2.78 0.0718 +56830.1 2.8 0.0693 +56830.4 2.78 0.0695 diff --git a/lag/data/lcshort/3465A.lc b/lag/data/lcshort/3465A.lc new file mode 100644 index 0000000..2caa876 --- /dev/null +++ b/lag/data/lcshort/3465A.lc @@ -0,0 +1,267 @@ +# 0.1 1 +56698.4 2.19 0.0556 +56699.6 2.2 0.0581 +56702.4 2.26 0.0578 +56706.5 2.18 0.0576 +56708.2 2.19 0.057 +56709.6 2.19 0.0711 +56710.1 2.15 0.0624 +56710.2 2.19 0.0643 +56710.6 2.12 0.0606 +56711.0 2.01 0.06 +56711.4 2.03 0.0634 +56712.1 2.07 0.0589 +56713.2 2.1 0.0626 +56713.5 1.93 0.0563 +56714.0 2.03 0.0609 +56714.2 2.04 0.0591 +56714.5 1.98 0.0593 +56715.0 1.98 0.0588 +56715.6 1.94 0.0575 +56717.0 1.89 0.0556 +56718.4 1.78 0.0501 +56718.6 1.74 0.0521 +56719.7 1.78 0.051 +56720.1 1.69 0.0526 +56720.4 1.79 0.0501 +56720.6 1.73 0.0519 +56721.0 1.67 0.0478 +56721.4 1.72 0.0484 +56721.6 1.71 0.0515 +56722.4 1.64 0.0472 +56722.8 1.59 0.0482 +56723.1 1.55 0.0458 +56723.4 1.55 0.0447 +56723.9 1.63 0.0482 +56724.4 1.55 0.045 +56724.6 1.6 0.0477 +56724.8 1.6 0.0486 +56725.2 1.55 0.0461 +56725.3 1.65 0.0487 +56725.6 1.66 0.0495 +56726.0 1.56 0.0498 +56726.3 1.64 0.0457 +56727.0 1.6 0.033932 +56727.3 1.6 0.0443 +56727.5 1.63 0.0496 +56727.8 1.63 0.0478 +56728.6 1.59 0.0462 +56728.8 1.63 0.0463 +56729.6 1.61 0.047 +56730.0 1.58 0.0472 +56730.4 1.64 0.0467 +56730.6 1.63 0.0462 +56731.0 1.69 0.0474 +56731.4 1.65 0.0454 +56731.6 1.66 0.047 +56732.0 1.65 0.0474 +56732.4 1.66 0.046 +56732.7 1.65 0.0468 +56733.0 1.65 0.0466 +56733.2 1.63 0.0452 +56733.6 1.63 0.0464 +56734.0 1.62 0.0459 +56734.2 1.7 0.0459 +56734.5 1.65 0.0476 +56734.9 1.77 0.0513 +56735.3 1.77 0.048 +56735.6 1.68 0.0483 +56736.3 1.81 0.05 +56736.6 1.83 0.0527 +56736.9 1.86 0.0537 +56737.5 1.83 0.055 +56737.9 1.93 0.0581 +56738.2 1.96 0.0546 +56738.5 2.11 0.0639 +56738.9 2.01 0.0585 +56739.2 2.03 0.0566 +56739.6 2.1 0.0628 +56740.0 2.11 0.0595 +56740.3 2.14 0.0598 +56740.5 2.16 0.0617 +56740.9 2.14 0.0618 +56741.3 2.1 0.0596 +56741.5 2.23 0.0661 +56741.9 2.22 0.0633 +56742.2 2.17 0.0606 +56742.7 2.19 0.0655 +56743.0 2.26 0.064 +56743.4 2.35 0.0648 +56743.5 2.33 0.0674 +56744.4 2.3453 0.04459 +56744.5 2.47 0.0696 +56745.4 2.43 0.072 +56745.6 2.41 0.0701 +56745.9 2.48 0.0722 +56746.2 2.47 0.0698 +56746.6 2.46 0.072 +56746.9 2.4 0.069 +56747.7 2.48 0.0712 +56748.0 2.43 0.0698 +56748.5 2.48 0.0756 +56749.1 2.48 0.0697 +56749.4 2.48 0.0698 +56749.5 2.47 0.0732 +56750.5 2.47 0.0698 +56750.6 2.43 0.0705 +56751.6 2.45 0.0717 +56752.0 2.34 0.0683 +56752.6 2.43 0.0728 +56753.0 2.35 0.0676 +56753.4 2.31 0.0665 +56753.7 2.31 0.0692 +56753.9 2.23 0.0618 +56754.2 2.26 0.0636 +56754.4 2.2 0.0592 +56755.0 2.11 0.0616 +56755.4 2.12 0.0608 +56755.5 2.13 0.0611 +56756.1 2.12 0.0614 +56756.3 2.14 0.0605 +56757.3 2.18 0.0621 +56757.5 2.23 0.0621 +56758.0 2.19 0.0614 +56758.3 2.16 0.0604 +56758.5 2.18 0.0607 +56759.0 2.16 0.0597 +56759.2 2.11 0.0586 +56759.8 2.06 0.0572 +56760.0 1.96 0.0546 +56760.3 2.05 0.0569 +56761.0 2.04 0.057 +56761.8 2.15 0.0586 +56762.0 2.06 0.0574 +56762.3 2.16 0.0591 +56762.8 2.16 0.0643 +56763.0 2.05 0.0588 +56763.4 2.1 0.0588 +56763.5 2.01 0.0562 +56764.0 2.17 0.0596 +56764.4 2.1 0.0584 +56764.8 2.11 0.0604 +56765.1 2.1 0.0619 +56765.7 2.15 0.0647 +56766.1 2.13 0.0624 +56766.4 2.06 0.0629 +56766.7 2.08 0.0625 +56767.4 2.1 0.0611 +56768.4 2.23 0.0632 +56769.4 2.17 0.0614 +56770.5 2.12 0.0614 +56770.8 2.26 0.0641 +56771.2 2.25 0.0628 +56774.7 2.33 0.0713 +56774.9 2.36 0.0696 +56775.6 2.35 0.0661 +56776.0 2.28 0.0641 +56776.2 2.34 0.063 +56777.0 2.32 0.0645 +56777.4 2.25 0.0629 +56777.5 2.19 0.0641 +56778.6 2.26 0.0656 +56779.4 2.24 0.0665 +56779.8 2.2 0.0614 +56780.2 2.27 0.0646 +56780.5 2.19 0.0667 +56780.6 2.25 0.0672 +56782.1 2.26 0.0646 +56782.3 2.16 0.0599 +56782.7 2.22 0.0646 +56783.0 2.22 0.0646 +56783.4 2.25 0.0665 +56783.6 2.2 0.0643 +56784.0 2.27 0.065 +56785.0 2.22 0.0657 +56785.6 2.34 0.0678 +56786.4 2.31 0.0643 +56787.0 2.19 0.0634 +56787.3 2.28 0.0637 +56787.7 2.31 0.0682 +56788.0 2.26 0.0656 +56788.3 2.35 0.0683 +56789.0 2.28 0.064 +56789.3 2.14 0.0597 +56789.6 2.22 0.0663 +56790.0 2.25 0.064 +56790.6 2.16 0.0626 +56791.0 2.25 0.065 +56791.6 2.08 0.0612 +56792.0 2.1 0.0591 +56792.4 2.22 0.0645 +56792.8 2.2 0.0614 +56793.8 2.2 0.0614 +56794.2 2.31 0.0679 +56794.7 2.21 0.0676 +56795.4 2.21 0.0678 +56795.9 2.24 0.0624 +56796.9 2.2 0.0625 +56797.2 2.26 0.0619 +56798.2 2.28 0.0642 +56798.5 2.31 0.0684 +56798.9 2.21 0.0627 +56799.2 2.23 0.0603 +56799.6 2.32 0.0635 +56800.0 2.21 0.0597 +56800.4 2.25 0.0655 +56800.8 2.18 0.0603 +56801.1 2.19 0.0611 +56802.1 2.2 0.0585 +56802.6 2.22 0.0592 +56802.9 2.2 0.0663 +56803.6 2.17 0.0614 +56804.2 2.18 0.0614 +56805.1 2.22 0.0648 +56806.0 2.22 0.0614 +56806.4 2.26 0.0625 +56806.9 2.29 0.0645 +56807.2 2.23 0.0618 +56807.9 2.27 0.0642 +56808.6 2.29 0.0645 +56808.9 2.39 0.0674 +56809.2 2.21 0.0653 +56809.9 2.25 0.0638 +56810.2 2.35 0.0679 +56810.6 2.3 0.0651 +56810.9 2.28 0.0645 +56811.2 2.28 0.07 +56812.0 2.28 0.0662 +56812.4 2.31 0.067 +56812.6 2.28 0.0655 +56812.9 2.22 0.0643 +56813.2 2.28 0.0675 +56813.6 2.28 0.0662 +56814.0 2.3 0.0639 +56814.4 2.26 0.0629 +56814.6 2.345 0.0677 +56815.7 2.38 0.0691 +56816.0 2.45 0.0726 +56816.2 2.49 0.0717 +56817.6 2.54 0.0691 +56818.1 2.53 0.0644 +56818.2 2.44 0.0706 +56818.7 2.66 0.0787 +56819.0 2.66 0.0749 +56819.7 2.61 0.0758 +56820.2 2.63 0.0759 +56820.6 2.56 0.0745 +56820.7 2.59 0.0745 +56821.9 2.57 0.0724 +56822.4 2.64 0.076 +56823.2 2.65 0.0784 +56823.3 2.56 0.0721 +56824.6 2.52 0.0746 +56825.4 2.5 0.0718 +56825.5 2.51 0.0707 +56826.0 2.53 0.0611 +56826.4 2.4 0.0704 +56826.8 2.43 0.0702 +56827.0 2.33 0.0659 +56827.4 2.35 0.0679 +56827.9 2.36 0.0666 +56828.1 2.43 0.0701 +56828.4 2.33 0.0674 +56828.5 2.36 0.0589 +56829.0 2.35 0.0679 +56829.8 2.17 0.0647 +56830.1 2.3 0.0653 +56830.4 2.29 0.0657 diff --git a/lag/data/lcshort/3471A.lc b/lag/data/lcshort/3471A.lc new file mode 100644 index 0000000..b4dc324 --- /dev/null +++ b/lag/data/lcshort/3471A.lc @@ -0,0 +1,144 @@ +# 0.1 1 +56693.8 2.1677 0.0044078 +56694.8 2.1599 0.0079945 +56695.7 2.1757 0.0051169 +56696.7 2.2242 0.0042376 +56697.0 2.2452 0.18008 +56697.8 2.2883 0.0053977 +56698.6 2.3247 0.030894 +56698.7 2.3002 0.0047639 +56699.7 2.2876 0.0094453 +56700.7 2.3071 0.0088749 +56701.6 2.2122 0.0059464 +56701.8 2.4225 0.1715 +56702.6 2.2726 0.017574 +56703.0 2.4725 0.15059 +56703.9 2.4755 0.13439 +56704.8 2.3187 0.097634 +56706.0 2.6157 0.10671 +56707.0 2.2716 0.16374 +56708.0 2.2756 0.13991 +56709.8 2.1826 0.13644 +56710.7 2.2075 0.0044816 +56711.0 2.2089 0.15052 +56711.7 2.1863 0.016895 +56711.8 2.1701 0.1367 +56713.7 2.134 0.0078413 +56713.8 2.1865 0.17049 +56714.7 2.109 0.0037531 +56715.9 2.0072 0.10519 +56716.7 2.0167 0.0057836 +56717.7 1.9664 0.0067365 +56718.0 1.723 0.20304 +56718.7 1.8798 0.0059857 +56719.7 1.9024 0.004336 +56721.7 1.7383 0.006951 +56722.7 1.713 0.0071469 +56723.6 1.6783 0.0059301 +56725.5 1.6218 0.0042657 +56728.6 1.6711 0.0056352 +56729.5 1.6266 0.005288 +56730.5 1.6813 0.0052699 +56730.8 1.7027 0.102 +56732.5 1.6453 0.0071457 +56733.5 1.6586 0.0069863 +56733.8 1.6871 0.067761 +56735.9 1.6879 0.16934 +56736.5 1.9048 0.006132 +56736.8 1.9526 0.10602 +56737.5 1.978 0.005661 +56738.6 2.0516 0.0070037 +56740.6 2.285 0.0069839 +56740.9 2.0833 0.25729 +56741.6 2.2579 0.007974 +56741.7 2.133 0.18256 +56742.6 2.2899 0.0096003 +56743.6 2.4381 0.00661 +56744.5 2.4168 0.0077558 +56744.7 2.3546 0.17893 +56746.8 2.5167 0.12237 +56748.7 2.2943 0.17386 +56749.7 2.436 0.12729 +56752.6 2.5269 0.0064085 +56753.6 2.4566 0.006318 +56754.5 2.3137 0.0060686 +56755.6 2.2095 0.0073075 +56756.0 2.1882 0.074327 +56756.5 2.1821 0.0080689 +56757.5 2.4341 0.049831 +56759.8 2.365 0.13506 +56761.6 2.1636 0.0062522 +56762.8 2.1329 0.16439 +56763.5 2.1888 0.028338 +56763.7 2.3439 0.11814 +56764.8 2.1482 0.14967 +56765.6 2.2252 0.0053543 +56769.5 2.2955 0.0055734 +56770.5 2.3121 0.0060531 +56771.5 2.3754 0.0061272 +56772.5 2.3681 0.0074879 +56772.8 2.2652 0.19586 +56774.7 2.413 0.0054395 +56774.8 2.438 0.24643 +56775.5 2.4081 0.0074272 +56777.5 2.4293 0.0062355 +56778.5 2.4166 0.0062293 +56779.4 2.4066 0.044166 +56779.5 2.4009 0.0065195 +56779.8 2.3922 0.16181 +56780.5 2.4177 0.0061525 +56780.8 2.2426 0.17734 +56781.8 2.3784 0.16667 +56784.4 2.3946 0.006084 +56785.5 2.4275 0.0062609 +56786.5 2.3891 0.0068493 +56787.4 2.3515 0.0066317 +56794.5 2.3095 0.0058448 +56795.4 2.2944 0.0058571 +56796.4 2.2966 0.0063198 +56797.4 2.3738 0.006068 +56799.4 2.3687 0.0057405 +56800.4 2.3444 0.0057183 +56801.4 2.3554 0.0058702 +56802.4 2.3802 0.0062708 +56803.4 2.325 0.0062057 +56805.5 2.3441 0.0056428 +56807.4 2.3017 0.0064661 +56808.4 2.3826 0.0059285 +56809.4 2.3862 0.0062312 +56810.4 2.3786 0.0059799 +56811.4 2.3895 0.0058996 +56812.4 2.4643 0.0059413 +56813.4 2.4209 0.0058353 +56814.5 2.4687 0.0059653 +56815.4 2.4779 0.0061047 +56816.4 2.4829 0.0065244 +56817.4 2.5263 0.0064339 +56818.4 2.6172 0.0060593 +56819.4 2.6952 0.0062181 +56822.4 2.6553 0.006463 +56823.4 2.6752 0.0065362 +56825.4 2.6878 0.0066918 +56826.3 2.4821 0.058906 +56826.4 2.5315 0.0069938 +56827.4 2.498 0.0064606 +56828.4 2.521 0.0059082 +56829.2 2.6081 0.080286 +56829.4 2.4573 0.0061493 +56830.4 2.4421 0.0059538 +56832.4 2.4431 0.0060309 +56833.4 2.4515 0.0060598 +56834.4 2.4471 0.0061341 +56835.4 2.4178 0.0063638 +56839.3 2.3537 0.035948 +56841.4 2.4217 0.0064234 +56843.4 2.3533 0.0063614 +56845.4 2.3291 0.0062597 +56847.4 2.2276 0.0067848 +56858.4 2.2153 0.0065436 +56860.4 2.1712 0.0070403 +56861.4 2.2287 0.0061222 +56862.4 2.0584 0.0060925 +56863.4 2.1421 0.0059222 +56864.4 2.1867 0.0068518 +56865.4 2.2342 0.0068264 diff --git a/lag/data/lcshort/4368A.lc b/lag/data/lcshort/4368A.lc new file mode 100644 index 0000000..65ff421 --- /dev/null +++ b/lag/data/lcshort/4368A.lc @@ -0,0 +1,141 @@ +# 0.1 1 +56692.6 1.3947 0.033651 +56693.6 1.3947 0.041356 +56694.7 1.4068 0.024268 +56695.7 1.3933 0.050304 +56698.5 1.4342 0.0048547 +56699.5 1.4362 0.0042612 +56700.5 1.4354 0.0040935 +56701.6 1.4512 0.0031488 +56706.0 1.4578 0.0070934 +56707.0 1.4669 0.0051915 +56708.0 1.4616 0.0089918 +56708.6 1.4615 0.0043311 +56709.6 1.4465 0.0050586 +56710.5 1.4305 0.016089 +56710.6 1.3984 0.0043451 +56711.6 1.3934 0.02163 +56716.5 1.3108 0.0097109 +56721.0 1.2438 0.014317 +56721.5 1.2196 0.0087975 +56722.0 1.188 0.019795 +56722.5 1.1725 0.036041 +56723.5 1.1728 0.0076944 +56724.5 1.1447 0.035984 +56724.6 1.1488 0.02245 +56725.8 1.1225 0.021278 +56726.6 1.1462 0.021898 +56727.5 1.16775 0.0208803 +56727.6 1.1797 0.018761 +56728.6 1.1524 0.017815 +56729.6 1.1991 0.024086 +56730.6 1.141 0.016762 +56730.9 1.1838 0.017908 +56731.6 1.1691 0.0333495 +56732.5 1.2054 0.021497 +56733.5 1.2236 0.023509 +56733.9 1.1974 0.015581 +56734.0 1.2041 0.016543 +56734.5 1.229 0.033607 +56735.5 1.2275 0.033157 +56735.6 1.2448 0.011814 +56736.9 1.3123 0.010324 +56737.0 1.3169 0.010201 +56737.5 1.32555 0.01583745 +56737.6 1.3191 0.012808 +56737.9 1.4122 0.038688 +56738.0 1.3381 0.0075688 +56738.5 1.3737 0.01784475 +56738.6 1.3759 0.017609 +56739.3 1.3754 0.0071087 +56739.6 1.4194 0.020642 +56739.9 1.41215 0.00866015 +56740.6 1.4382 0.021553 +56741.5 1.4789 0.02885 +56741.9 1.4784 0.012176 +56742.5 1.4723 0.0070039 +56742.9 1.4635 0.01591 +56744.5 1.5363 0.0072214 +56745.9 1.529 0.014132 +56746.4 1.5839 0.029556 +56748.5 1.5921 0.0067385 +56750.4 1.5726 0.0087387 +56750.6 1.58 0.023698 +56751.5 1.5808 0.03789 +56752.4 1.5575 0.0067568 +56753.9 1.4857 0.010478 +56754.4 1.4565 0.0049408 +56755.4 1.4296 0.0051836 +56756.5 1.4459 0.026981 +56756.9 1.4666 0.0098597 +56757.4 1.4404 0.0027667 +56758.5 1.4621 0.021318 +56760.9 1.4062 0.0063377 +56762.4 1.4043 0.012021 +56763.8 1.4059 0.0059986 +56764.9 1.4103 0.0061889 +56765.3 1.4025 0.0033265 +56765.5 1.4241 0.010891 +56766.3 1.4166 0.0078491 +56769.9 1.4676 0.0098557 +56771.8 1.4916 0.0094539 +56772.8 1.5011 0.010391 +56778.5 1.5328 0.04788 +56780.8 1.4852 0.0099827 +56784.5 1.5248 0.034706 +56786.8 1.4982 0.0051841 +56787.8 1.4976 0.0051772 +56788.5 1.5172 0.012923 +56788.8 1.4932 0.0074413 +56792.5 1.4459 0.044731 +56793.5 1.499 0.024843 +56793.8 1.4805 0.0044748 +56795.5 1.4534 0.013504 +56795.8 1.4806 0.0099961 +56797.5 1.4879 0.013194 +56797.8 1.5104 0.012052 +56798.8 1.4916 0.012547 +56799.4 1.5146 0.05153 +56799.8 1.486 0.0099486 +56800.3 1.4926 0.0087852 +56800.5 1.4974 0.06266 +56801.4 1.4846 0.0071092 +56801.8 1.4789 0.011757 +56802.3 1.4922 0.00983 +56802.4 1.4952 0.032345 +56803.4 1.4992 0.010426 +56804.4 1.4939 0.0055301 +56804.8 1.4852 0.010283 +56805.8 1.4854 0.0091643 +56811.4 1.5102 0.006698 +56815.4 1.5515 0.0030784 +56817.4 1.57555 0.0123015 +56818.4 1.5961 0.015792 +56819.4 1.5868 0.015267 +56820.3 1.6437 0.0041742 +56822.3 1.6245 0.0025825 +56823.4 1.6319 0.0032016 +56824.4 1.62635 0.0109763 +56825.4 1.6042 0.0091399 +56827.4 1.5485 0.0052088 +56829.3 1.5125 0.0084753 +56831.3 1.4877 0.010661 +56832.3 1.4858 0.011003 +56834.3 1.5109 0.011089 +56834.4 1.5174 0.036405 +56835.4 1.49765 0.0188156 +56836.3 1.489 0.0075678 +56837.3 1.5005 0.0074576 +56837.4 1.5118 0.029164 +56839.4 1.491 0.005197 +56844.4 1.4689 0.0031776 +56845.3 1.4537 0.0047387 +56846.3 1.4406 0.0051653 +56848.3 1.4209 0.002773 +56850.3 1.4039 0.0047049 +56851.3 1.3763 0.0017419 +56852.3 1.3853 0.0027831 +56853.3 1.3591 0.003454 +56854.3 1.3416 0.0029901 +56857.3 1.3984 0.0074255 +56858.3 1.4287 0.0036334 diff --git a/lag/data/lcshort/4392A.lc b/lag/data/lcshort/4392A.lc new file mode 100644 index 0000000..a9ff5ee --- /dev/null +++ b/lag/data/lcshort/4392A.lc @@ -0,0 +1,269 @@ +# 0.1 1 +56698.4 1.49 0.0347 +56699.6 1.51 0.0369 +56702.4 1.5 0.0373 +56706.5 1.46 0.0359 +56708.2 1.46 0.0354 +56709.6 1.4 0.0447 +56710.1 1.47 0.0408 +56710.2 1.4 0.0398 +56710.6 1.42 0.0388 +56711.0 1.47 0.0419 +56711.4 1.4 0.0425 +56712.1 1.36 0.0371 +56713.2 1.41 0.0403 +56713.5 1.36 0.0382 +56714.0 1.36 0.0396 +56714.2 1.44 0.0399 +56714.5 1.41 0.0406 +56715.0 1.38 0.0396 +56715.6 1.35 0.0386 +56717.0 1.33 0.0378 +56718.4 1.28 0.0341 +56718.6 1.24 0.0359 +56719.7 1.32 0.0359 +56720.1 1.29 0.0387 +56720.4 1.29 0.0342 +56720.6 1.27 0.0369 +56721.0 1.28 0.0349 +56721.4 1.21 0.0327 +56721.6 1.23 0.0357 +56722.4 1.21 0.0332 +56722.8 1.21 0.0354 +56723.1 1.19 0.0338 +56723.4 1.25 0.0343 +56723.9 1.16 0.0332 +56724.4 1.19 0.033 +56724.6 1.21 0.0347 +56724.8 1.16 0.0343 +56725.2 1.17 0.0336 +56725.3 1.17 0.0333 +56725.6 1.19 0.0342 +56726.0 1.18 0.0367 +56726.3 1.18 0.0313 +56727.0 1.2342 0.025186 +56727.3 1.21 0.0315 +56727.5 1.16 0.0343 +56727.8 1.23 0.0346 +56728.6 1.26 0.0346 +56728.8 1.26 0.0338 +56729.6 1.2 0.0336 +56730.0 1.18 0.034 +56730.4 1.22 0.0329 +56730.6 1.22 0.0326 +56731.0 1.21 0.0325 +56731.4 1.22 0.0317 +56731.6 1.18 0.0321 +56732.0 1.22 0.0335 +56732.4 1.24 0.0324 +56732.7 1.3 0.0348 +56733.0 1.22 0.0327 +56733.2 1.26 0.0328 +56733.6 1.23 0.0333 +56734.0 1.24 0.0332 +56734.2 1.22 0.031 +56734.5 1.27 0.0349 +56734.9 1.25 0.0348 +56735.3 1.32 0.0337 +56735.6 1.24 0.034 +56736.3 1.33 0.0347 +56736.6 1.34 0.0368 +56736.9 1.29 0.0357 +56737.5 1.38 0.0397 +56737.9 1.34 0.0389 +56738.2 1.35 0.0356 +56738.5 1.38 0.0405 +56738.9 1.43 0.0398 +56739.2 1.43 0.0376 +56739.6 1.41 0.0406 +56740.0 1.48 0.0396 +56740.3 1.49 0.0394 +56740.5 1.44 0.0393 +56740.9 1.49 0.0408 +56741.3 1.44 0.0389 +56741.5 1.45 0.0414 +56741.9 1.53 0.0414 +56742.2 1.52 0.0399 +56742.7 1.5 0.0429 +56743.0 1.52 0.0408 +56743.4 1.53 0.0399 +56743.5 1.51 0.0416 +56744.4 1.5908 0.028132 +56744.5 1.55 0.0414 +56745.4 1.65 0.0464 +56745.6 1.6 0.0443 +56745.9 1.61 0.0446 +56746.2 1.57 0.0421 +56746.6 1.56 0.0436 +56746.9 1.6 0.0435 +56747.7 1.62 0.044 +56748.0 1.64 0.0445 +56748.5 1.59 0.0466 +56749.1 1.61 0.0426 +56749.4 1.58 0.0422 +56749.5 1.65 0.0466 +56750.5 1.66 0.0441 +56750.6 1.63 0.0448 +56751.6 1.6 0.0446 +56752.0 1.58 0.0437 +56752.6 1.57 0.0451 +56753.0 1.57 0.0427 +56753.4 1.5 0.041 +56753.7 1.47 0.0425 +56753.9 1.52 0.0398 +56754.2 1.49 0.0398 +56754.4 1.53 0.0384 +56755.0 1.45 0.0404 +56755.4 1.47 0.0402 +56755.5 1.45 0.0396 +56756.1 1.41 0.0393 +56756.3 1.44 0.0387 +56756.8 1.46 0.041 +56757.3 1.46 0.0394 +56757.5 1.43 0.0378 +56758.0 1.51 0.0401 +56758.3 1.46 0.0387 +56758.5 1.49 0.0391 +56759.0 1.4 0.0367 +56759.2 1.43 0.0376 +56759.8 1.49 0.0389 +56760.0 1.4 0.0369 +56760.3 1.43 0.0374 +56761.0 1.42 0.0375 +56761.8 1.5 0.0383 +56762.0 1.48 0.0388 +56762.3 1.45 0.0374 +56762.8 1.43 0.0409 +56763.0 1.43 0.0391 +56763.4 1.42 0.0379 +56763.5 1.41 0.0374 +56764.0 1.47 0.038 +56764.4 1.49 0.0389 +56764.8 1.42 0.0386 +56765.1 1.44 0.0406 +56765.7 1.49 0.0431 +56766.1 1.45 0.0406 +56766.4 1.41 0.0418 +56766.7 1.46 0.042 +56767.4 1.49 0.0414 +56768.4 1.45 0.039 +56769.4 1.47 0.0395 +56770.5 1.47 0.0408 +56770.8 1.51 0.0407 +56771.2 1.5 0.0397 +56774.7 1.56 0.0458 +56774.9 1.51 0.0822 +56775.6 1.52 0.0406 +56776.0 1.53 0.0407 +56776.2 1.53 0.0387 +56777.0 1.58 0.0414 +56777.4 1.56 0.0412 +56777.5 1.5 0.0419 +56778.6 1.52 0.042 +56779.4 1.56 0.0442 +56779.9 1.48 0.0401 +56780.3 1.51 0.0409 +56780.5 1.58 0.046 +56780.6 1.57 0.0447 +56782.1 1.46 0.0397 +56782.3 1.54 0.0402 +56782.7 1.52 0.042 +56783.0 1.49 0.0413 +56783.4 1.49 0.0423 +56783.6 1.48 0.0414 +56784.0 1.57 0.0425 +56785.0 1.49 0.0422 +56785.6 1.51 0.0418 +56786.4 1.56 0.0409 +56787.0 1.54 0.0424 +56787.3 1.53 0.0403 +56787.7 1.5 0.0423 +56788.0 1.54 0.0425 +56788.3 1.53 0.0424 +56789.0 1.52 0.0403 +56789.3 1.52 0.04 +56789.6 1.48 0.0426 +56790.0 1.53 0.0413 +56790.6 1.46 0.0403 +56791.0 1.52 0.0419 +56791.6 1.48 0.0416 +56792.0 1.53 0.0406 +56792.4 1.55 0.0427 +56792.5 1.47 0.0437 +56792.8 1.63 0.0425 +56793.8 1.53 0.0401 +56794.2 1.49 0.0419 +56794.7 1.51 0.0447 +56795.4 1.48 0.044 +56795.9 1.5 0.0396 +56796.9 1.52 0.0411 +56797.2 1.49 0.0503 +56798.5 1.57 0.0444 +56798.9 1.47 0.0396 +56799.2 1.5 0.038 +56799.6 1.61 0.0412 +56800.0 1.48 0.0376 +56800.4 1.52 0.0422 +56800.8 1.53 0.04 +56801.1 1.52 0.0401 +56802.1 1.54 0.0381 +56802.6 1.55 0.0385 +56802.9 1.56 0.0449 +56803.6 1.49 0.04 +56804.2 1.57 0.0416 +56805.1 1.52 0.0425 +56806.0 1.54 0.0401 +56806.4 1.52 0.0396 +56806.9 1.54 0.041 +56807.2 1.56 0.0406 +56807.9 1.53 0.041 +56808.6 1.47 0.0393 +56808.9 1.55 0.0415 +56809.2 1.52 0.0426 +56809.9 1.59 0.0425 +56810.2 1.58 0.0435 +56810.6 1.49 0.0402 +56810.9 1.58 0.0423 +56811.2 1.52 0.0449 +56811.8 1.52 0.0417 +56812.0 1.63 0.0449 +56812.4 1.58 0.0436 +56812.6 1.55 0.0423 +56812.9 1.6 0.0439 +56813.2 1.56 0.0443 +56813.6 1.56 0.0432 +56814.0 1.59 0.0414 +56814.4 1.61 0.042 +56814.6 1.58 0.046 +56815.7 1.6 0.0442 +56816.0 1.62 0.0458 +56816.2 1.61 0.0439 +56817.6 1.67 0.0425 +56818.1 1.71 0.0398 +56818.2 1.72 0.0471 +56818.7 1.78 0.0498 +56819.0 1.66 0.044 +56819.7 1.65 0.0457 +56820.2 1.72 0.0468 +56820.6 1.74 0.04785 +56820.7 1.73 0.047 +56821.9 1.71 0.0453 +56822.4 1.67 0.0455 +56823.2 1.66 0.0468 +56823.3 1.67 0.0444 +56824.6 1.73 0.0486 +56825.4 1.65 0.0449 +56825.5 1.78 0.0469 +56826.0 1.59 0.0348 +56826.4 1.65 0.0459 +56826.8 1.64 0.0448 +56827.0 1.59 0.0423 +56827.4 1.58 0.0434 +56827.9 1.57 0.0421 +56828.1 1.59 0.0435 +56828.4 1.57 0.0431 +56828.5 1.61 0.0368 +56829.0 1.61 0.044 +56829.8 1.56 0.0445 +56830.1 1.54 0.0416 +56830.4 1.55 0.0423 diff --git a/lag/data/lcshort/4775A.lc b/lag/data/lcshort/4775A.lc new file mode 100644 index 0000000..f355e7a --- /dev/null +++ b/lag/data/lcshort/4775A.lc @@ -0,0 +1,172 @@ +# 0.1 1 +56693.8 1.3556 0.0018012 +56694.8 1.3742 0.0027779 +56695.7 1.3882 0.0047708 +56696.3 1.3844 0.032561 +56696.7 1.3912 0.0020569 +56697.0 1.4217 0.018527 +56697.3 1.4114 0.023255 +56697.8 1.4082 0.0014072 +56698.3 1.4228 0.031321 +56698.6 1.4162 0.0086627 +56698.7 1.416 0.0016121 +56699.7 1.4234 0.0015308 +56700.7 1.4274 0.0087576 +56701.3 1.392 0.039884 +56701.6 1.4389 0.0016379 +56701.8 1.4246 0.01769 +56702.6 1.4293 0.0015642 +56703.0 1.4306 0.018669 +56703.9 1.4434 0.016975 +56704.8 1.4445 0.017139 +56706.0 1.4395 0.017397 +56707.0 1.4586 0.017364 +56708.0 1.4447 0.018355 +56709.2 1.3975 0.025656 +56709.8 1.4248 0.018702 +56710.7 1.3859 0.0053184 +56711.7 1.3688 0.001846 +56711.9 1.3312 0.022319 +56712.3 1.3782 0.045865 +56713.3 1.376 0.039367 +56713.7 1.3613 0.0014292 +56713.9 1.4009 0.018904 +56714.7 1.3515 0.0027151 +56715.3 1.3844 0.038556 +56715.8 1.3836 0.021491 +56716.7 1.3199 0.0065605 +56717.7 1.2958 0.0021769 +56718.0 1.2649 0.026928 +56718.7 1.293 0.0023803 +56719.6 1.2674 0.021553 +56720.7 1.2655 0.0022636 +56721.7 1.2395 0.0020276 +56722.7 1.2039 0.0023331 +56723.6 1.2086 0.0021431 +56724.5 1.2153 0.0020434 +56725.5 1.1918 0.001573 +56726.2 1.2 0.052623 +56727.1 1.1863 0.06233 +56728.6 1.2158 0.0018774 +56729.5 1.2158 0.0018336 +56730.5 1.2266 0.0017298 +56730.8 1.1981 0.044497 +56733.8 1.184 0.035437 +56734.5 1.255 0.0020904 +56735.5 1.2837 0.0021313 +56735.9 1.3019 0.053416 +56736.5 1.3646 0.0020129 +56736.8 1.2761 0.032299 +56740.9 1.4375 0.023473 +56741.6 1.415 0.0022229 +56741.7 1.4343 0.022541 +56743.6 1.4792 0.0022983 +56744.7 1.4929 0.020653 +56746.8 1.5082 0.021297 +56748.0 1.5504 0.02266 +56748.8 1.4933 0.019786 +56749.8 1.5101 0.017202 +56752.0 1.4874 0.018864 +56752.6 1.5141 0.0033156 +56753.6 1.4791 0.0030625 +56754.6 1.4521 0.0027433 +56755.6 1.4049 0.002122 +56756.0 1.4117 0.01964 +56756.5 1.4193 0.015837 +56757.1 1.4389 0.048528 +56757.5 1.4304 0.0092279 +56758.7 1.434 0.018826 +56759.9 1.4032 0.019818 +56760.2 1.3704 0.053731 +56761.6 1.3948 0.0020177 +56762.5 1.4264 0.0023044 +56762.8 1.4077 0.018136 +56763.6 1.4296 0.0021244 +56763.8 1.4258 0.017724 +56764.8 1.4209 0.017879 +56765.0 1.4136 0.041984 +56765.6 1.4012 0.0021774 +56765.9 1.4106 0.018453 +56770.5 1.4266 0.0029852 +56770.8 1.4534 0.017933 +56771.5 1.4615 0.0030284 +56772.1 1.4842 0.037162 +56772.5 1.4555 0.0023008 +56772.8 1.4586 0.01994 +56773.8 1.4698 0.01858 +56774.8 1.4682 0.023826 +56775.5 1.4881 0.0021703 +56776.1 1.5082 0.026499 +56777.0 1.4913 0.048642 +56777.5 1.4646 0.0028533 +56778.5 1.4665 0.002608 +56779.4 1.4657 0.011854 +56779.5 1.465 0.0025238 +56779.9 1.4536 0.01926 +56780.5 1.4625 0.0029884 +56780.8 1.4588 0.019312 +56781.5 1.4633 0.0030656 +56782.4 1.4378 0.002792 +56782.7 1.4478 0.020494 +56783.4 1.4521 0.0028214 +56784.4 1.4749 0.0032331 +56785.5 1.4874 0.0029764 +56786.5 1.4684 0.0028576 +56787.4 1.4572 0.002205 +56790.5 1.4528 0.0020048 +56793.5 1.4617 0.002066 +56794.5 1.4552 0.0028249 +56795.4 1.4342 0.0035353 +56796.4 1.4478 0.0037027 +56797.4 1.4572 0.0038895 +56798.4 1.4722 0.0034131 +56799.4 1.4602 0.0032299 +56800.4 1.4572 0.0032292 +56801.4 1.4536 0.0034059 +56802.4 1.4516 0.0021506 +56803.4 1.4539 0.0029914 +56805.5 1.4516 0.0032424 +56806.4 1.4541 0.0023379 +56807.4 1.4455 0.0022998 +56808.4 1.4658 0.0029973 +56809.4 1.4679 0.0030522 +56810.4 1.4644 0.0036251 +56813.4 1.4582 0.0032039 +56814.5 1.4841 0.0028946 +56815.4 1.5082 0.0031475 +56816.4 1.5101 0.0032889 +56816.6 1.4827 0.017415 +56817.4 1.5363 0.0028181 +56817.8 1.5248 0.023106 +56818.4 1.5298 0.0025621 +56819.4 1.5733 0.0025888 +56822.4 1.574 0.0029131 +56823.4 1.5714 0.0033928 +56824.4 1.5753 0.0032094 +56825.4 1.5723 0.003941 +56826.3 1.538 0.012682 +56826.4 1.5305 0.003586 +56827.4 1.5166 0.0034523 +56828.4 1.5059 0.0031421 +56829.4 1.4761 0.0033231 +56830.4 1.4707 0.0036825 +56831.4 1.4668 0.0033127 +56832.4 1.4649 0.0030247 +56833.4 1.4757 0.002763 +56834.4 1.4909 0.0027646 +56835.4 1.4627 0.0028351 +56837.2 1.4685 0.012595 +56839.3 1.4648 0.010757 +56841.4 1.4786 0.0030831 +56843.4 1.4545 0.0030295 +56845.4 1.4491 0.0031735 +56847.4 1.4168 0.0022144 +56848.9 1.3626 0.057652 +56858.4 1.4099 0.0033488 +56860.4 1.4178 0.0033028 +56861.4 1.4088 0.0027736 +56862.4 1.4014 0.0035174 +56863.4 1.3759 0.0026065 +56864.4 1.3922 0.0034208 +56864.7 1.3747 0.024862 +56865.4 1.4296 0.0033445 diff --git a/lag/data/lcshort/5404A.lc b/lag/data/lcshort/5404A.lc new file mode 100644 index 0000000..1aa016d --- /dev/null +++ b/lag/data/lcshort/5404A.lc @@ -0,0 +1,364 @@ +# 0.1 1 +56692.9 1.3015 0.011448 +56693.8 1.2926 0.0049648 +56693.9 1.3128 0.0078165 +56697.6 1.334 0.0068248 +56697.8 1.3304 0.0050462 +56698.5 1.3372 0.0039742 +56699.5 1.348 0.0031266 +56700.5 1.3461 0.0033659 +56701.0 1.3591 0.0143864 +56701.6 1.3462 0.0023048 +56701.8 1.3455 0.00448635 +56702.0 1.3657 0.02688 +56702.5 1.3479 0.0028322 +56702.8 1.3469 0.003563 +56703.9 1.3542 0.0069003 +56704.8 1.3734 0.0043926 +56705.9 1.3553 0.0049159 +56706.8 1.362 0.0048569 +56707.0 1.3484 0.003506 +56707.9 1.3807 0.0057964 +56708.0 1.3554 0.0032078 +56708.6 1.3492 0.0035231 +56708.9 1.3488 0.01825445 +56709.0 1.348 0.0030869 +56709.6 1.3372 0.0026157 +56709.8 1.3395 0.0036601 +56709.9 1.3528 0.0054787 +56710.0 1.34445 0.00420245 +56710.5 1.3308 0.0037517 +56710.9 1.3328 0.022782 +56711.0 1.3038 0.00582 +56711.8 1.3381 0.0081593 +56711.9 1.3472 0.034579 +56712.0 1.3301 0.0052106 +56712.2 1.3331 0.0072942 +56712.9 1.3439 0.030065 +56713.2 1.3173 0.0068688 +56713.8 1.3168 0.0058476 +56714.2 1.3016 0.011241 +56714.5 1.2988 0.0035496 +56715.0 1.3066 0.004806 +56715.5 1.3198 0.0076388 +56715.8 1.2902 0.007993 +56715.9 1.262 0.0064742 +56716.0 1.2929 0.0050264 +56716.8 1.2957 0.0089603 +56716.9 1.2496 0.0058402 +56717.9 1.2463 0.0065271 +56718.5 1.2464 0.004673 +56722.9 1.1669 0.0097179 +56723.4 1.1586 0.0041934 +56723.9 1.155 0.010313 +56725.9 1.1526 0.0093364 +56727.4 1.1572 0.0037123 +56729.8 1.187 0.01018 +56730.9 1.19015 0.00927965 +56731.9 1.1974 0.020315 +56732.5 1.2056 0.0025845 +56733.0 1.1503 0.025934 +56733.8 1.1726 0.0091736 +56734.9 1.21405 0.010036 +56735.8 1.266 0.0048115 +56735.9 1.2559 0.0033219 +56737.4 1.263 0.0019183 +56738.4 1.2825 0.0027635 +56739.0 1.3007 0.0036749 +56739.9 1.3336 0.00628055 +56740.0 1.3337 0.029216 +56741.0 1.3431 0.0058499 +56741.7 1.366 0.0054316 +56741.9 1.35 0.00661825 +56742.0 1.3447 0.0080607 +56742.4 1.366 0.0043412 +56742.9 1.3529 0.0065057 +56743.0 1.3745 0.0068076 +56744.4 1.3954 0.0042349 +56744.5 1.3805 0.0074291 +56744.9 1.3925 0.0052984 +56745.0 1.401 0.0065568 +56745.8 1.4134 0.0065152 +56745.9 1.4079 0.0047798 +56746.7 1.4183 0.0083507 +56748.5 1.4361 0.0037938 +56750.4 1.4405 0.0034363 +56752.4 1.4113 0.0040726 +56753.3 1.3975 0.0028203 +56753.5 1.3775 0.010844 +56753.9 1.38 0.0052644 +56754.0 1.3695 0.016217 +56754.4 1.3593 0.0030401 +56755.0 1.3435 0.025901 +56755.4 1.3508 0.0033019 +56755.5 1.3526 0.0089639 +56755.9 1.3509 0.0088153 +56756.7 1.3723 0.0053865 +56756.9 1.3581 0.0048345 +56757.0 1.3783 0.035785 +56757.3 1.3458 0.0017746 +56757.4 1.3627 0.0086038 +56758.0 1.3677 0.020351 +56758.5 1.33815 0.00662395 +56758.9 1.3447 0.008403 +56759.0 1.3535 0.010164 +56759.9 1.3569 0.023958 +56760.6 1.3436 0.0097197 +56760.9 1.3262 0.035314 +56761.5 1.3501 0.0090655 +56762.8 1.3461 0.0060227 +56765.9 1.3461 0.033987 +56766.4 1.3284 0.0018817 +56766.8 1.3143 0.0092455 +56766.9 1.3743 0.050313 +56767.0 1.3149 0.0080411 +56767.9 1.32153333333333 0.0113463666666667 +56768.0 1.332 0.005041 +56768.3 1.3282 0.0040176 +56768.8 1.3465 0.0060648 +56769.0 1.3596 0.033962 +56769.3 1.3387 0.0049062 +56769.9 1.35615 0.00656395 +56770.3 1.3525 0.0085955 +56770.7 1.3663 0.0062835 +56770.9 1.3552 0.008135 +56771.8 1.3759 0.0047685 +56772.5 1.3663 0.0089764 +56772.9 1.3807 0.010976 +56773.2 1.3796 0.0041614 +56773.7 1.393 0.0058436 +56774.3 1.3897 0.00718205 +56774.7 1.3935 0.0062883 +56775.3 1.3925 0.00854555 +56776.0 1.3863 0.010846 +56776.3 1.3858 0.0046827 +56777.3 1.38 0.0045377 +56777.7 1.3743 0.0058751 +56777.9 1.3753 0.007741 +56778.3 1.3797 0.005077 +56779.3 1.377 0.0047289 +56779.8 1.3711 0.014531 +56779.9 1.3627 0.01627685 +56780.2 1.3885 0.0097672 +56780.3 1.3756 0.0048822 +56780.7 1.3867 0.0058075 +56780.8 1.37965 0.00683075 +56781.0 1.3817 0.0095931 +56781.2 1.374 0.0042705 +56781.7 1.38 0.0057356 +56782.0 1.3693 0.013448 +56782.4 1.3729 0.0058877 +56782.7 1.3773 0.0053601 +56783.3 1.3675 0.0078533 +56783.6 1.3724 0.0057689 +56783.7 1.3691 0.0050301 +56783.9 1.3707 0.012399 +56784.6 1.3824 0.0054921 +56784.9 1.3779 0.0066715 +56785.6 1.3996 0.0065604 +56785.9 1.39195 0.00803215 +56786.8 1.3852 0.0035248 +56786.9 1.356 0.0069573 +56787.3 1.3832 0.0057162 +56787.8 1.3766 0.0032015 +56787.9 1.3724 0.013669 +56788.3 1.3829 0.0061468 +56788.7 1.3824 0.0054235 +56788.8 1.3783 0.0030632 +56789.2 1.3636 0.006561 +56789.4 1.3774 0.008889 +56789.7 1.3707 0.0049077 +56789.8 1.375 0.026838 +56789.9 1.3681 0.0048667 +56790.3 1.3509 0.0044785 +56790.4 1.3611 0.0070892 +56791.8 1.3676 0.0082408 +56791.9 1.3482 0.0049296 +56792.7 1.3531 0.0050591 +56792.9 1.3594 0.0062627 +56793.6 1.3627 0.015681 +56793.7 1.3738 0.0053303 +56793.8 1.3762 0.0036891 +56793.9 1.3728 0.018634 +56794.7 1.3723 0.0053666 +56794.9 1.3841 0.027585 +56795.3 1.36805 0.00527345 +56795.6 1.3674 0.0061207 +56795.8 1.3711 0.0034213 +56795.9 1.3497 0.01657005 +56796.3 1.361 0.0064659 +56796.7 1.3681 0.0061379 +56796.9 1.3624 0.0048217 +56797.5 1.3694 0.016301 +56797.7 1.379 0.005442 +56797.8 1.3699 0.00699945 +56798.6 1.3794 0.0059747 +56798.8 1.37183333333333 0.0072274 +56799.6 1.3753 0.0065277 +56799.7 1.37165 0.0071251 +56799.8 1.3739 0.0108239333333333 +56800.2 1.3715 0.0073715 +56800.4 1.3665 0.0033111 +56800.7 1.3733 0.0070077 +56800.9 1.3662 0.0146648666666667 +56801.3 1.3591 0.0089859 +56801.4 1.3724 0.00348 +56801.7 1.3691 0.0059547 +56801.8 1.3795 0.0049688 +56802.0 1.3801 0.015074 +56802.3 1.3554 0.0093418 +56802.4 1.3722 0.0045033 +56802.8 1.3428 0.021998 +56802.9 1.3812 0.010211 +56803.3 1.3758 0.0073988 +56803.4 1.3674 0.0046999 +56803.7 1.3764 0.0050049 +56803.8 1.3644 0.029975 +56803.9 1.3792 0.012749 +56804.3 1.3611 0.0069258 +56804.4 1.37 0.0029551 +56804.8 1.3722 0.01327145 +56805.2 1.3772 0.0094701 +56805.5 1.3634 0.015812 +56805.8 1.3739 0.0044032 +56805.9 1.3639 0.029407 +56806.7 1.3728 0.006829 +56806.8 1.372 0.030215 +56806.9 1.3747 0.009996 +56807.7 1.3779 0.0068201 +56807.9 1.3631 0.01794 +56808.8 1.3696 0.023198 +56809.7 1.3907 0.0059947 +56809.8 1.3467 0.02882 +56810.3 1.3789 0.0070161 +56810.5 1.3849 0.017907 +56810.6 1.3913 0.0059442 +56810.8 1.3816 0.02084 +56811.3 1.3809 0.0042115 +56811.7 1.3891 0.006435 +56812.7 1.38445 0.0063183 +56812.9 1.3829 0.0085367 +56813.7 1.3889 0.0063746 +56813.8 1.386 0.0083673 +56814.7 1.39375 0.00744035 +56814.8 1.3818 0.0087613 +56815.4 1.4064 0.0039732 +56815.6 1.4091 0.0060221 +56815.8 1.4064 0.0087731 +56816.7 1.4149 0.0071136 +56817.3 1.4303 0.0086781 +56817.4 1.428 0.0031016 +56818.3 1.44825 0.00557905 +56818.6 1.4522 0.0071968 +56818.8 1.4665 0.0098153 +56819.3 1.478 0.012136 +56819.7 1.4803 0.010064 +56819.8 1.4911 0.0071611 +56820.7 1.4901 0.0090174 +56820.8 1.49535 0.0197691 +56821.3 1.4987 0.011388 +56821.4 1.4895 0.0025167 +56821.7 1.4662 0.026224 +56822.3 1.4688 0.0046507 +56822.7 1.4814 0.010671 +56823.3 1.473 0.0037618 +56823.7 1.4734 0.029445 +56824.4 1.4702 0.0030449 +56824.7 1.4709 0.027305 +56825.4 1.4637 0.0033362 +56825.7 1.448 0.0093566 +56826.6 1.418 0.0090934 +56826.7 1.419 0.0138211 +56827.4 1.4199 0.0043768 +56827.6 1.409 0.019646 +56827.7 1.427 0.011259 +56827.8 1.4092 0.0088231 +56828.3 1.415 0.0121 +56828.8 1.4112 0.0084499 +56829.3 1.40055 0.0126379 +56829.7 1.3858 0.0093359 +56830.2 1.3956 0.013842 +56830.3 1.4003 0.010476 +56830.8 1.3954 0.0052657 +56831.3 1.39005 0.0096589 +56831.6 1.3797 0.017446 +56832.3 1.37815 0.0090954 +56832.5 1.3874 0.018162 +56832.8 1.3973 0.0083418 +56833.5 1.3831 0.017626 +56833.7 1.3906 0.021709 +56833.8 1.3821 0.0084434 +56834.3 1.3824 0.0074214 +56834.7 1.3851 0.0056076 +56835.4 1.3768 0.0035494 +56835.7 1.3733 0.027463 +56836.3 1.3756 0.004897 +56836.6 1.3788 0.017179 +56836.7 1.37605 0.01342235 +56836.8 1.3778 0.012697 +56837.3 1.3739 0.004824 +56837.6 1.3859 0.017927 +56837.7 1.3712 0.01207465 +56837.8 1.3859 0.0096745 +56838.3 1.3979 0.012039 +56838.6 1.3857 0.0058049 +56838.8 1.3709 0.0150042 +56839.3 1.3789 0.0033839 +56839.5 1.3825 0.01754 +56839.6 1.3799 0.0054273 +56839.7 1.3807 0.0239126 +56839.8 1.3801 0.0093899 +56840.3 1.3708 0.010112 +56840.6 1.4005 0.02501 +56840.7 1.38246666666667 0.0126397666666667 +56840.8 1.3917 0.008624 +56841.7 1.37965 0.01217065 +56841.8 1.3866 0.0086008 +56842.5 1.3824 0.017307 +56844.4 1.3669 0.0020477 +56844.7 1.3787 0.0118218 +56845.3 1.3595 0.0047332 +56845.6 1.3446 0.025227 +56845.7 1.3597 0.020087 +56846.2 1.3638 0.0082164 +56846.3 1.3607 0.001455 +56846.6 1.3618 0.0054481 +56846.8 1.3526 0.0083406 +56847.3 1.3568 0.0062722 +56847.7 1.3426 0.0054332 +56848.3 1.3465 0.0038539 +56848.6 1.3404 0.0057355 +56848.7 1.3505 0.030105 +56850.3 1.32775 0.0054214 +56850.6 1.32325 0.01638215 +56850.7 1.3237 0.033135 +56851.6 1.30955 0.0156043 +56852.3 1.299 0.0019276 +56852.6 1.3141 0.0056779 +56853.3 1.2907 0.0017353 +56854.3 1.277 0.0021893 +56854.7 1.2509 0.032587 +56855.5 1.2734 0.028172 +56855.7 1.283 0.034354 +56855.8 1.2864 0.012566 +56856.7 1.28376666666667 0.0156343666666667 +56857.3 1.3185 0.0074665 +56857.6 1.2979 0.027271 +56857.7 1.3241 0.028554 +56858.3 1.3301 0.0038614 +56858.7 1.3294 0.062865 +56859.3 1.3426 0.011231 +56860.6 1.3308 0.008094 +56860.7 1.3337 0.042759 +56861.2 1.3069 0.0078444 +56861.6 1.3213 0.0053736 +56861.7 1.2993 0.0529125 +56862.7 1.3087 0.0214455 +56863.2 1.2746 0.011061 +56863.6 1.3195 0.0088272 +56863.7 1.32415 0.023349 +56864.5 1.317 0.026839 +56864.6 1.311 0.0084238 +56864.7 1.3381 0.05612 +56865.6 1.3474 0.0089977 +56865.7 1.3945 0.028168 diff --git a/lag/data/lcshort/5468A.lc b/lag/data/lcshort/5468A.lc new file mode 100644 index 0000000..b5017a2 --- /dev/null +++ b/lag/data/lcshort/5468A.lc @@ -0,0 +1,258 @@ +# 0.1 1 +56698.4 1.22 0.0344 +56706.5 1.24 0.0369 +56708.2 1.22 0.0358 +56709.6 1.23 0.0483 +56710.1 1.22 0.0416 +56710.2 1.18 0.0421 +56710.6 1.21 0.0404 +56711.0 1.11 0.04 +56711.4 1.15 0.0434 +56712.1 1.15 0.0387 +56713.2 1.21 0.0425 +56713.5 1.15 0.04 +56714.0 1.18 0.042 +56714.2 1.24 0.0418 +56714.5 1.15 0.0414 +56715.0 1.2 0.0423 +56717.0 1.15 0.04 +56718.4 1.1 0.0361 +56718.6 1.1 0.0391 +56719.7 1.18 0.0392 +56720.1 1.08 0.0404 +56720.4 1.14 0.037 +56720.6 1.06 0.0384 +56721.0 1.16 0.0384 +56721.4 1.04 0.035 +56721.6 1.12 0.0399 +56722.4 1.08 0.0365 +56722.8 1.08 0.0389 +56723.1 1.08 0.0375 +56723.4 1.03 0.035 +56723.9 1.04 0.0368 +56724.5 1.06 0.0364 +56724.6 1.11 0.0389 +56724.8 1.09 0.0395 +56725.2 1.04 0.0367 +56725.3 1.05 0.0371 +56725.6 1.07 0.0379 +56726.0 1.12 0.0425 +56726.3 1.08 0.0349 +56727.0 1.0764 0.027175 +56727.3 1.07 0.0342 +56727.5 1.07 0.0388 +56727.8 1.11 0.0383 +56728.6 1.08 0.0367 +56728.8 1.05 0.0348 +56729.6 1.13 0.0384 +56730.0 1.1 0.0385 +56730.4 1.07 0.0354 +56730.6 1.09 0.0358 +56731.0 1.08 0.0354 +56731.4 1.06 0.038 +56731.6 1.13 0.0372 +56732.0 1.08 0.0364 +56732.4 1.11 0.0354 +56732.7 1.07 0.0355 +56733.0 1.09 0.0357 +56733.2 1.1 0.0351 +56733.6 1.04 0.035 +56734.0 1.08 0.0355 +56734.2 1.06 0.0329 +56734.5 1.1 0.0372 +56734.9 1.13 0.0383 +56735.3 1.13 0.035 +56735.6 1.07 0.0363 +56736.0 1.03 0.0337 +56736.3 1.15 0.0365 +56736.6 1.1 0.0375 +56736.9 1.08 0.0371 +56737.5 1.2 0.0424 +56737.9 1.11 0.0401 +56738.2 1.14 0.037 +56738.5 1.19 0.043 +56738.9 1.19 0.0407 +56739.2 1.15 0.0374 +56739.6 1.17 0.0419 +56740.0 1.17 0.0386 +56740.3 1.25 0.0404 +56740.5 1.25 0.0415 +56740.9 1.23 0.0414 +56741.3 1.25 0.0407 +56741.5 1.24 0.0433 +56741.9 1.21 0.0403 +56742.2 1.21 0.0392 +56742.7 1.26 0.0441 +56743.0 1.27 0.0414 +56743.4 1.27 0.0402 +56743.5 1.29 0.0432 +56744.4 1.3054 0.027995 +56744.5 1.29 0.0421 +56745.4 1.28 0.0442 +56745.6 1.32 0.0445 +56745.9 1.32 0.0445 +56746.2 1.3 0.0423 +56746.6 1.28 0.0438 +56746.9 1.32 0.0438 +56747.7 1.33 0.0439 +56748.0 1.31 0.0434 +56748.5 1.28 0.0463 +56749.1 1.27 0.0414 +56749.4 1.31 0.0425 +56749.5 1.3 0.0452 +56750.5 1.33 0.043 +56750.6 1.24 0.0421 +56751.6 1.27 0.0436 +56752.0 1.25 0.0428 +56752.6 1.31 0.0461 +56753.0 1.27 0.0425 +56753.4 1.34 0.0442 +56753.7 1.28 0.0452 +56753.9 1.24 0.0397 +56754.2 1.25 0.0407 +56754.4 1.23 0.0378 +56755.0 1.29 0.0437 +56755.4 1.28 0.0424 +56755.5 1.2 0.0405 +56756.1 1.17 0.0401 +56756.3 1.15 0.0384 +56756.8 1.2 0.0414 +56757.3 1.28 0.042 +56757.5 1.16 0.0378 +56758.0 1.2 0.0393 +56758.3 1.26 0.0405 +56758.5 1.22 0.0391 +56759.0 1.21 0.0386 +56759.2 1.2 0.0384 +56759.8 1.23 0.0392 +56760.0 1.2 0.0385 +56760.3 1.24 0.0395 +56761.0 1.19 0.0384 +56761.8 1.22 0.0381 +56762.0 1.21 0.0389 +56762.3 1.16 0.0368 +56762.8 1.22 0.0429 +56763.0 1.22 0.0408 +56763.4 1.19 0.0389 +56763.5 1.22 0.0395 +56764.0 1.24 0.0392 +56764.4 1.19 0.0383 +56764.8 1.25 0.0414 +56765.1 1.21 0.042 +56765.7 1.22 0.0435 +56766.1 1.26 0.043 +56766.4 1.17 0.043 +56766.7 1.2 0.0428 +56767.4 1.22 0.0417 +56769.4 1.23 0.0405 +56770.5 1.19 0.0407 +56770.8 1.25 0.0413 +56771.2 1.3 0.0416 +56774.7 1.3 0.0469 +56775.6 1.21 0.0398 +56776.0 1.27 0.0412 +56776.2 1.28 0.0392 +56777.5 1.23 0.0422 +56778.6 1.24 0.0423 +56779.4 1.26 0.044 +56779.9 1.27 0.0417 +56780.3 1.26 0.0417 +56780.5 1.33 0.0473 +56780.6 1.27 0.0446 +56782.1 1.22 0.0409 +56782.3 1.23 0.0394 +56782.7 1.28 0.0432 +56783.0 1.24 0.0423 +56783.4 1.27 0.044 +56783.6 1.26 0.043 +56784.0 1.26 0.0419 +56785.0 1.26 0.0437 +56785.6 1.25 0.0426 +56786.4 1.25 0.0402 +56787.0 1.2 0.0409 +56787.3 1.26 0.0405 +56787.7 1.22 0.0428 +56788.0 1.26 0.0429 +56788.3 1.27 0.0431 +56789.0 1.28 0.0412 +56789.3 1.23 0.0397 +56789.6 1.29 0.045 +56790.0 1.25 0.0412 +56790.6 1.24 0.0419 +56791.6 1.21 0.0421 +56792.0 1.24 0.0403 +56792.4 1.24 0.0425 +56792.5 1.23 0.0451 +56792.8 1.3 0.0415 +56793.8 1.3 0.0413 +56794.2 1.24 0.0428 +56794.7 1.24 0.0453 +56795.4 1.3 0.0469 +56796.9 1.26 0.0416 +56798.5 1.28 0.0446 +56798.9 1.25 0.041 +56799.2 1.27 0.0391 +56799.6 1.24 0.039 +56800.0 1.23 0.0379 +56800.4 1.25 0.0426 +56800.8 1.23 0.0393 +56801.1 1.23 0.0396 +56802.1 1.22 0.037 +56802.6 1.29 0.0386 +56804.2 1.24 0.0403 +56805.1 1.25 0.0427 +56805.4 1.24 0.0409 +56806.0 1.25 0.0397 +56806.4 1.22 0.039 +56806.9 1.3 0.0421 +56807.2 1.28 0.0405 +56807.9 1.26 0.0414 +56808.6 1.2 0.0396 +56808.9 1.25 0.0411 +56809.2 1.31 0.044 +56809.9 1.33 0.043 +56810.2 1.27 0.0429 +56810.6 1.29 0.0421 +56810.9 1.29 0.042 +56811.2 1.24 0.0452 +56811.8 1.28 0.0428 +56812.0 1.31 0.044 +56812.4 1.27 0.0431 +56812.6 1.26 0.0424 +56813.2 1.24 0.0435 +56813.6 1.32 0.0443 +56814.0 1.29 0.0411 +56814.4 1.23 0.0397 +56814.6 1.32 0.047 +56815.7 1.29 0.0436 +56816.0 1.3 0.0451 +56816.2 1.29 0.0433 +56817.6 1.31 0.0405 +56818.1 1.34 0.0376 +56818.2 1.31 0.0441 +56818.7 1.3 0.045 +56819.0 1.36 0.044 +56819.7 1.37 0.0459 +56820.2 1.42 0.0466 +56820.6 1.35 0.04545 +56820.7 1.35 0.0448 +56821.9 1.33 0.0431 +56822.4 1.33 0.0443 +56823.2 1.35 0.0465 +56823.3 1.31 0.0425 +56824.6 1.37 0.047 +56825.4 1.32 0.0439 +56825.6 1.36 0.0439 +56826.0 1.33 0.0346 +56826.4 1.36 0.046 +56826.8 1.29 0.0434 +56827.0 1.29 0.0422 +56827.4 1.33 0.0443 +56827.9 1.28 0.0417 +56828.2 1.32 0.044 +56828.4 1.28 0.0432 +56828.6 1.31 0.0357 +56829.0 1.31 0.0438 +56829.8 1.25 0.0439 +56830.2 1.25 0.0413 +56830.4 1.26 0.0421 diff --git a/lag/data/lcshort/6175A.lc b/lag/data/lcshort/6175A.lc new file mode 100644 index 0000000..971988d --- /dev/null +++ b/lag/data/lcshort/6175A.lc @@ -0,0 +1,169 @@ +# 0.1 1 +56693.8 1.5304 0.0010731 +56694.8 1.542 0.0023399 +56695.7 1.5483 0.0032219 +56696.7 1.5625 0.0012458 +56697.0 1.5768 0.008727 +56697.8 1.5663 0.0021267 +56698.3 1.5354 0.061018 +56698.6 1.5654 0.040809 +56698.7 1.5598 0.0067738 +56699.7 1.5659 0.0015572 +56700.6 1.5875 0.0085348 +56700.7 1.5835 0.0015467 +56701.6 1.5919 0.0028327 +56701.8 1.5886 0.0082288 +56702.6 1.5818 0.0044214 +56703.0 1.5814 0.01016 +56704.8 1.5908 0.0085542 +56705.6 1.5918 0.0069049 +56706.0 1.5806 0.010258 +56707.0 1.6095 0.0087265 +56708.0 1.5907 0.010073 +56709.8 1.5854 0.0099859 +56710.7 1.5756 0.00092644 +56711.0 1.5831 0.012148 +56711.7 1.5626 0.0044413 +56711.9 1.5708 0.0088005 +56712.3 1.5731 0.039074 +56713.7 1.5518 0.003107 +56713.9 1.5678 0.0088717 +56714.7 1.5488 0.0038702 +56715.9 1.5459 0.014546 +56716.6 1.5424 0.010387 +56716.7 1.5293 0.0021776 +56717.7 1.5075 0.0022704 +56718.0 1.5415 0.021901 +56718.6 1.5165 0.023539 +56718.7 1.5025 0.0018707 +56719.6 1.4275 0.098168 +56721.7 1.4499 0.0013701 +56722.7 1.4419 0.001259 +56723.6 1.4425 0.0015329 +56728.6 1.416 0.0014365 +56729.5 1.4353 0.0014823 +56730.5 1.4283 0.0014335 +56730.8 1.4268 0.011391 +56732.5 1.4292 0.0010591 +56733.5 1.4443 0.00089428 +56733.8 1.4226 0.011349 +56734.5 1.4444 0.0010519 +56735.5 1.4529 0.0010809 +56735.9 1.4505 0.010589 +56736.5 1.4627 0.0012419 +56736.8 1.4674 0.010202 +56737.5 1.4839 0.0014325 +56740.9 1.5865 0.014744 +56741.6 1.5566 0.0013468 +56741.7 1.5858 0.01384 +56742.7 1.6059 0.0012955 +56743.6 1.6058 0.0109216 +56744.5 1.628 0.0020369 +56744.6 1.6281 0.070945 +56744.7 1.6036 0.013328 +56746.8 1.6134 0.0096335 +56748.0 1.6145 0.010659 +56748.8 1.6156 0.012206 +56749.8 1.6185 0.010001 +56752.0 1.6167 0.011392 +56752.2 1.6624 0.053472 +56755.6 1.5836 0.0016449 +56756.0 1.5916 0.010162 +56756.5 1.60455 0.03906535 +56757.1 1.5944 0.033012 +56758.7 1.5749 0.010607 +56759.9 1.5721 0.0096926 +56760.2 1.5828 0.028724 +56761.6 1.5567 0.0015441 +56762.8 1.5615 0.012026 +56763.8 1.5439 0.0096355 +56764.8 1.5523 0.013817 +56765.5 1.5505 0.0088584 +56765.6 1.5581 0.0018934 +56765.9 1.5456 0.024446 +56766.4 1.5875 0.011878 +56770.5 1.583 0.0024533 +56770.8 1.5873 0.0097424 +56771.5 1.5914 0.0024341 +56772.5 1.5963 0.0014657 +56772.8 1.5957 0.012014 +56773.4 1.5844 0.01686 +56773.8 1.5962 0.01037 +56774.8 1.6011 0.017435 +56775.4 1.5971 0.015511 +56775.5 1.6173 0.001634 +56776.1 1.6292 0.017462 +56777.5 1.623 0.0023679 +56778.5 1.6277 0.0025071 +56779.4 1.5975 0.059869 +56779.5 1.6049 0.0019692 +56779.9 1.6001 0.011646 +56780.5 1.6195 0.0025443 +56780.8 1.5992 0.011237 +56781.5 1.6092 0.0024733 +56782.4 1.5954 0.0022719 +56782.7 1.5929 0.012836 +56783.5 1.6069 0.0023223 +56784.4 1.6067 0.0023882 +56785.5 1.6031 0.0019389 +56786.5 1.6077 0.0018238 +56787.4 1.5971 0.0014984 +56790.5 1.5832 0.0014121 +56791.4 1.5833 0.0010205 +56794.5 1.5879 0.0023947 +56795.4 1.5825 0.0029154 +56796.4 1.5777 0.0030174 +56800.4 1.6182 0.0025827 +56801.4 1.5996 0.0021498 +56803.4 1.6003 0.0027713 +56805.5 1.5892 0.0024104 +56806.4 1.5932 0.0020715 +56807.4 1.5852 0.0016338 +56808.4 1.6037 0.0028909 +56809.4 1.6159 0.0022402 +56810.4 1.6153 0.0031418 +56811.4 1.6112 0.0029053 +56813.4 1.61 0.0029761 +56814.5 1.62 0.0027937 +56815.4 1.6261 0.0029174 +56816.3 1.6278 0.0073748 +56816.4 1.6279 0.0026668 +56816.6 1.6063 0.0094249 +56817.4 1.6348 0.0026817 +56817.8 1.6135 0.0087746 +56818.4 1.6427 0.0021216 +56819.4 1.6454 0.0020875 +56820.5 1.6782 0.0019164 +56821.2 1.7066 0.010637 +56822.4 1.6807 0.0025122 +56823.4 1.6921 0.0031519 +56824.4 1.6799 0.0032749 +56825.4 1.692 0.0031822 +56826.3 1.6503 0.053443 +56826.4 1.6573 0.0032291 +56827.4 1.6531 0.0031585 +56828.4 1.6394 0.0032611 +56829.4 1.628 0.0030643 +56830.4 1.6201 0.0034631 +56831.4 1.6149 0.003147 +56832.4 1.6239 0.0033012 +56833.4 1.6098 0.0027225 +56834.4 1.6105 0.0027488 +56835.4 1.6067 0.0031663 +56837.2 1.6185 0.053256 +56839.3 1.6228 0.046269 +56841.4 1.6193 0.0025718 +56842.2 1.6181 0.012388 +56843.2 1.6074 0.011288 +56843.4 1.6195 0.0030966 +56845.4 1.6098 0.0028955 +56848.9 1.5512 0.054319 +56858.4 1.5696 0.0032211 +56860.4 1.5604 0.0032847 +56861.4 1.5824 0.0027557 +56862.4 1.5644 0.0027052 +56863.4 1.5653 0.0028026 +56864.4 1.5683 0.0032917 +56864.7 1.5906 0.014082 +56865.4 1.5703 0.003081 +56865.6 1.5934 0.014295 diff --git a/lag/data/lcshort/6439A.lc b/lag/data/lcshort/6439A.lc new file mode 100644 index 0000000..79f5657 --- /dev/null +++ b/lag/data/lcshort/6439A.lc @@ -0,0 +1,129 @@ +# 0.1 1 +56691.6 1.2688 0.0019957 +56692.6 1.3017 0.023046 +56693.6 1.2992 0.020369 +56696.6 1.2726 0.021202 +56697.6 1.3003 0.0042606 +56698.5 1.3226 0.0034718 +56699.5 1.3201 0.002499 +56700.5 1.3069 0.0024999 +56701.6 1.3122 0.0081561 +56702.5 1.3244 0.002033 +56708.6 1.3378 0.0018252 +56709.5 1.3261 0.0027637 +56710.5 1.3216 0.0025764 +56716.5 1.258 0.0035746 +56721.5 1.2182 0.002851 +56723.5 1.1805 0.0018707 +56725.9 1.1738 0.0072591 +56727.5 1.1726 0.0027081 +56730.9 1.2004 0.0062157 +56737.4 1.2511 0.0028873 +56737.6 1.2281 0.019671 +56738.4 1.2735 0.001935 +56738.6 1.2461 0.020741 +56739.3 1.2807 0.0024071 +56739.9 1.2798 0.0064744 +56740.6 1.2562 0.022429 +56741.5 1.3351 0.022079 +56741.8 1.301 0.0041112 +56742.4 1.3194 0.0030607 +56744.4 1.3461 0.0026464 +56746.4 1.4111 0.02069 +56748.5 1.3972 0.01090265 +56750.3 1.398 0.0031287 +56750.6 1.4055 0.02164 +56751.5 1.3973 0.02789 +56752.4 1.3878 0.0042333 +56753.4 1.3772 0.0033446 +56754.4 1.3561 0.0030466 +56755.4 1.3402 0.0022522 +56755.9 1.335 0.0044227 +56757.3 1.3503 0.0023647 +56758.4 1.317 0.0027139 +56758.5 1.3227 0.019807 +56758.9 1.3163 0.0038922 +56763.4 1.2829 0.014517 +56765.5 1.3025 0.013861 +56766.3 1.3115 0.002751 +56774.5 1.3661 0.02031 +56778.8 1.3226 0.0042003 +56779.8 1.3366 0.0046196 +56780.8 1.339 0.004003 +56784.5 1.3433 0.024146 +56788.5 1.3389 0.013393 +56791.8 1.3306 0.0034794 +56792.8 1.3046 0.0042505 +56795.5 1.2926 0.01458 +56797.3 1.3426 0.009419 +56797.5 1.2947 0.021245 +56797.8 1.3269 0.0041007 +56798.8 1.3371 0.0041468 +56799.4 1.3553 0.027743 +56799.7 1.3374 0.0041311 +56800.5 1.3468 0.025034 +56800.8 1.3392 0.0038458 +56801.4 1.3423 0.0021901 +56802.4 1.34173333333333 0.0117790666666667 +56803.2 1.3405 0.0091857 +56803.3 1.3438 0.0042479 +56804.4 1.3411 0.0026984 +56804.8 1.3373 0.0038581 +56805.4 1.3355 0.027686 +56806.4 1.3165 0.018669 +56807.4 1.32 0.016693 +56808.7 1.3216 0.0054774 +56810.3 1.3344 0.0044912 +56811.3 1.3467 0.0035194 +56812.8 1.3474 0.0039135 +56813.8 1.3489 0.0039439 +56814.7 1.3446 0.0042879 +56815.4 1.3513 0.0076174 +56817.4 1.3661 0.00910665 +56818.4 1.4322 0.01803 +56818.8 1.4003 0.0052857 +56819.4 1.3783 0.014352 +56820.8 1.4233 0.0070262 +56821.7 1.4386 0.0064871 +56822.3 1.4059 0.0040318 +56822.4 1.4163 0.016233 +56823.4 1.4074 0.0017815 +56824.4 1.4177 0.01035085 +56825.4 1.42255 0.01656845 +56827.4 1.3926 0.0027796 +56827.8 1.3716 0.0049506 +56828.8 1.3712 0.0060794 +56829.3 1.3782 0.0038435 +56831.3 1.3351 0.0046522 +56831.5 1.3606 0.019864 +56832.3 1.3442 0.0044328 +56832.8 1.356 0.0042153 +56833.8 1.3595 0.0042187 +56834.3 1.346 0.0049128 +56835.4 1.3611 0.0030915 +56836.3 1.3521 0.0029733 +56836.8 1.3378 0.0078432 +56837.3 1.3501 0.0030099 +56837.8 1.3576 0.0050405 +56838.8 1.3577 0.0046788 +56839.3 1.356 0.0029911 +56839.8 1.349 0.0043343 +56840.8 1.364 0.0046477 +56841.8 1.3634 0.0085268 +56844.4 1.353 0.0033987 +56845.3 1.3433 0.0014186 +56846.3 1.3384 0.0018309 +56846.8 1.3473 0.0052071 +56848.3 1.3091 0.0012573 +56850.3 1.3133 0.0014752 +56852.3 1.299 0.0025985 +56853.3 1.2927 0.0016604 +56854.3 1.2791 0.001436 +56855.8 1.2647 0.0044586 +56856.2 1.2705 0.0079139 +56856.7 1.2803 0.0054792 +56857.3 1.2788 0.0026603 +56858.3 1.298 0.0024266 +56859.3 1.3162 0.0036186 +56861.7 1.3241 0.0040494 +56863.7 1.3262 0.0034804 diff --git a/lag/data/lcshort/7647A.lc b/lag/data/lcshort/7647A.lc new file mode 100644 index 0000000..646a5df --- /dev/null +++ b/lag/data/lcshort/7647A.lc @@ -0,0 +1,177 @@ +# 0.1 1 +56693.8 0.99818 0.0010832 +56694.8 1.0013 0.0011449 +56695.7 1.0108 0.0010735 +56696.7 1.0136 0.0013874 +56697.0 1.0183 0.0036828 +56697.8 1.0152 0.0015205 +56698.7 1.0214 0.003556 +56699.7 1.0193 0.0039285 +56700.7 1.0248 0.00057142 +56701.6 1.0255 0.0013993 +56701.8 1.0204 0.0057308 +56702.6 1.0327 0.001377 +56703.0 1.0295 0.0058458 +56703.9 1.0341 0.0028286 +56704.8 1.0351 0.0033558 +56705.6 1.0381 0.0025162 +56706.0 1.0396 0.0033394 +56707.0 1.0394 0.0041289 +56708.0 1.0421 0.004911 +56709.8 1.0268 0.0044325 +56710.7 1.0238 0.0021402 +56711.0 1.0269 0.0057723 +56711.7 1.0219 0.0010382 +56711.9 1.0224 0.0033551 +56713.7 1.0099 0.0038844 +56713.9 1.0189 0.0036202 +56714.7 1.011 0.00047881 +56715.9 1.0075 0.0042615 +56716.7 1.0073 0.0011921 +56717.7 0.99781 0.0010252 +56718.0 1.0032 0.0090012 +56718.6 1.0009 0.0087718 +56718.7 0.98788 0.0009763 +56719.6 0.97784 0.010423 +56720.7 0.97176 0.001192 +56721.7 0.96021 0.00086336 +56722.7 0.94266 0.00073112 +56723.6 0.9498 0.0011062 +56724.5 0.92922 0.0082206 +56727.6 0.94276 0.0092891 +56728.6 0.94829 0.00078424 +56729.5 0.93688 0.00098926 +56730.5 0.94341 0.00084999 +56730.8 0.93824 0.0053844 +56731.5 0.94652 0.000662 +56732.5 0.94518 0.00059886 +56733.5 0.9465 0.00060471 +56733.8 0.94379 0.0041796 +56734.5 0.95518 0.00072721 +56735.5 0.95214 0.00063674 +56735.9 0.95989 0.0042691 +56736.5 0.96861 0.00078904 +56736.8 0.97435 0.0044905 +56737.5 0.98445 0.00084149 +56740.9 1.0188 0.0098614 +56741.6 1.0135 0.00092777 +56741.7 1.0185 0.0087678 +56743.6 1.0336 0.006135 +56744.5 1.0438 0.0011527 +56744.7 1.0422 0.007808 +56746.8 1.0507 0.0046892 +56748.0 1.0586 0.011607 +56748.8 1.0573 0.0073935 +56749.8 1.0654 0.0053101 +56752.0 1.0668 0.0065078 +56752.6 1.071 0.0013997 +56753.6 1.0614 0.0013847 +56754.6 1.0533 0.0014189 +56756.0 1.0354 0.0098934 +56756.5 1.0333 0.00084616 +56757.1 1.0437 0.011788 +56757.5 1.0327 0.0039728 +56758.7 1.0349 0.0055304 +56759.9 1.0302 0.0031799 +56760.2 1.0226 0.0077373 +56762.8 1.0162 0.0031825 +56763.8 1.0142 0.0031806 +56764.8 1.0157 0.0039904 +56765.5 1.0193 0.002708 +56765.6 1.0163 0.0010884 +56765.9 1.013 0.0037752 +56766.4 1.0072 0.0035624 +56770.5 1.0251 0.0013306 +56770.8 1.0251 0.004742 +56771.5 1.0229 0.0013331 +56772.5 1.0284 0.00074432 +56772.8 1.0347 0.0068808 +56773.4 1.0354 0.0055093 +56773.9 1.0367 0.0065486 +56774.8 1.0403 0.011588 +56775.4 1.0443 0.0052589 +56775.5 1.0462 0.0008261 +56776.1 1.0515 0.010514 +56776.5 1.0469 0.00075634 +56777.5 1.0468 0.0012233 +56778.5 1.0451 0.001329 +56779.4 1.045 0.0045924 +56779.5 1.0426 0.0010962 +56779.9 1.0364 0.0064996 +56780.5 1.0415 0.0013409 +56780.8 1.0399 0.0060786 +56781.5 1.0414 0.0013411 +56782.4 1.0339 0.0013211 +56782.7 1.0358 0.007572 +56783.5 1.0321 0.0012952 +56784.4 1.0343 0.0013026 +56785.5 1.0354 0.0011273 +56786.5 1.0373 0.0010105 +56787.4 1.0346 0.0008086 +56790.5 1.0298 0.00089144 +56792.4 1.0234 0.00064158 +56793.5 1.0263 0.0011514 +56794.5 1.0327 0.0013893 +56795.4 1.0266 0.0013657 +56796.4 1.0299 0.0016216 +56797.4 1.0342 0.0015733 +56798.4 1.0344 0.0016566 +56799.4 1.0388 0.0015688 +56800.4 1.0346 0.0012622 +56801.4 1.0319 0.00112 +56802.4 1.0336 0.00097995 +56803.4 1.0358 0.0014131 +56805.5 1.0323 0.0016691 +56806.4 1.0272 0.0010286 +56807.4 1.0338 0.0012573 +56808.4 1.0356 0.0014605 +56809.4 1.0365 0.0013149 +56810.4 1.0381 0.0014683 +56811.4 1.0372 0.001497 +56812.4 1.0398 0.001338 +56813.4 1.0392 0.0017247 +56815.4 1.0443 0.0016613 +56816.3 1.0523 0.0027328 +56816.4 1.0476 0.0014594 +56816.6 1.0492 0.0056383 +56817.4 1.0489 0.001355 +56817.8 1.0501 0.00461 +56818.4 1.0635 0.0012342 +56819.3 1.0607 0.0025741 +56819.4 1.0671 0.0013257 +56820.5 1.0676 0.0010707 +56821.2 1.073 0.0031384 +56822.4 1.0768 0.0011759 +56823.4 1.0863 0.0016316 +56824.4 1.0826 0.0017377 +56825.3 1.0887 0.0053436 +56825.4 1.0888 0.0018402 +56826.4 1.0736 0.0018112 +56827.4 1.0696 0.0016159 +56828.4 1.0676 0.0016659 +56829.4 1.0648 0.0015916 +56830.4 1.0616 0.0018272 +56831.4 1.0419 0.0016339 +56832.4 1.0473 0.0015363 +56833.4 1.0512 0.0016127 +56834.4 1.0565 0.0014259 +56835.4 1.0492 0.0015334 +56839.3 1.0496 0.0039668 +56841.4 1.0514 0.0014987 +56842.2 1.0486 0.004392 +56843.2 1.0442 0.0041289 +56843.4 1.0488 0.0015184 +56845.4 1.0415 0.0016418 +56847.4 1.0284 0.0012048 +56848.4 1.0219 0.00083962 +56848.9 1.0252 0.0065753 +56850.3 1.0311 0.0029486 +56858.4 1.0166 0.0016626 +56860.4 1.0135 0.0019027 +56861.4 1.0197 0.0013262 +56862.4 1.0128 0.0017233 +56863.4 1.0119 0.0015518 +56864.4 1.0245 0.0018702 +56864.7 1.0165 0.0086684 +56865.4 1.0165 0.0016406 +56865.6 1.0161 0.0088544 diff --git a/lag/data/lcshort/8560A.lc b/lag/data/lcshort/8560A.lc new file mode 100644 index 0000000..7a0edee --- /dev/null +++ b/lag/data/lcshort/8560A.lc @@ -0,0 +1,94 @@ +# 0.1 1 +56691.6 0.87317 0.0026959 +56692.6 0.88029 0.012202 +56693.6 0.86513 0.012546 +56697.6 0.89278 0.0027706 +56698.5 0.89709 0.0025896 +56699.5 0.88364 0.0020513 +56700.5 0.88091 0.002057 +56701.6 0.88869 0.0024809 +56702.5 0.89436 0.0017635 +56708.6 0.9057 0.0044293 +56709.6 0.90211 0.0021009 +56710.5 0.89276 0.001945 +56711.6 0.87975 0.011322 +56714.5 0.88213 0.001859 +56716.5 0.87184 0.0024774 +56721.5 0.83886 0.0021876 +56723.5 0.81715 0.0019344 +56724.6 0.81366 0.012583 +56726.6 0.82353 0.021025 +56727.5 0.81925 0.0021967 +56727.6 0.82072 0.017771 +56728.6 0.8203 0.016299 +56729.6 0.8227 0.014817 +56730.6 0.81727 0.013813 +56732.5 0.81692 0.0015562 +56737.5 0.85637 0.0014633 +56738.5 0.86607 0.0014293 +56738.6 0.84869 0.01423 +56739.3 0.8564 0.001926 +56739.6 0.84919 0.011904 +56740.6 0.87901 0.0091033 +56741.5 0.89782 0.0108 +56742.5 0.8915 0.0019131 +56744.4 0.90916 0.0018332 +56746.4 0.92889 0.011265 +56747.4 0.92676 0.0085321 +56748.5 0.92453 0.0015179 +56750.4 0.93011 0.0020754 +56752.4 0.93049 0.0026117 +56753.4 0.92474 0.0024158 +56754.4 0.9176 0.00157 +56755.4 0.90675 0.0036559 +56757.3 0.91152 0.0022711 +56758.4 0.89878 0.0021865 +56762.5 0.86906 0.013725 +56763.4 0.8785 0.016176 +56765.3 0.88668 0.0014039 +56765.5 0.87722 0.0089637 +56766.3 0.88558 0.0020045 +56774.5 0.91516 0.011342 +56784.5 0.91553 0.010877 +56793.5 0.8998 0.014907 +56799.4 0.9084 0.0095921 +56800.4 0.91075 0.0059837 +56800.5 0.91848 0.012066 +56801.4 0.89689 0.001218 +56802.4 0.89536 0.0016556 +56803.3 0.90135 0.0023623 +56804.4 0.89891 0.0010679 +56810.3 0.90305 0.0027017 +56811.3 0.90377 0.0018143 +56815.4 0.90767 0.0014549 +56817.4 0.909335 0.00632285 +56818.4 0.93889 0.015805 +56819.4 0.91493 0.012155 +56820.3 0.9252 0.0012369 +56822.3 0.92788 0.0018752 +56822.4 0.93468 0.0094074 +56823.4 0.92657 0.007523765 +56824.4 0.92816 0.00445645 +56825.4 0.9337 0.0010273 +56827.4 0.92479 0.0017244 +56829.3 0.92087 0.0022199 +56831.3 0.9019 0.002926 +56832.3 0.90169 0.0025419 +56834.3 0.90397 0.0031968 +56834.4 0.92469 0.0096736 +56835.4 0.91293 0.013811 +56836.3 0.90264 0.0017885 +56837.3 0.90328 0.001761 +56837.4 0.91002 0.01468 +56839.3 0.90474 0.0018228 +56844.4 0.90582 0.0017204 +56845.3 0.89892 0.0010768 +56846.3 0.8972 0.00075842 +56848.3 0.87447 0.0054227 +56850.3 0.88867 0.0015854 +56852.3 0.88324 0.0010476 +56853.3 0.87353 0.00303 +56854.3 0.86959 0.0024919 +56857.3 0.87292 0.0016967 +56858.3 0.87835 0.001482 +56859.3 0.88252 0.0014181 diff --git a/lag/data/lcshort/9157A.lc b/lag/data/lcshort/9157A.lc new file mode 100644 index 0000000..dfc60c9 --- /dev/null +++ b/lag/data/lcshort/9157A.lc @@ -0,0 +1,185 @@ +# 0.1 1 +56693.6 0.92243 0.0088403 +56693.8 0.91997 0.0007179 +56694.8 0.92227 0.0015231 +56695.7 0.92849 0.0011644 +56696.3 0.93547 0.0082542 +56696.7 0.92685 0.002241 +56697.0 0.93519 0.006603 +56697.8 0.92937 0.00079993 +56698.6 0.93296 0.018661 +56698.7 0.9281 0.0011176 +56699.3 0.93444 0.0084341 +56699.7 0.93387 0.0032265 +56700.6 0.9483 0.0058924 +56700.7 0.93917 0.00074591 +56701.6 0.93415 0.0021153 +56701.8 0.93332 0.0052709 +56702.6 0.93589 0.00080304 +56703.0 0.93627 0.0078421 +56703.9 0.94014 0.0042069 +56704.8 0.94314 0.0052537 +56705.6 0.94912 0.0059547 +56706.0 0.94135 0.0054783 +56707.0 0.95181 0.0058115 +56708.0 0.94026 0.007787 +56709.8 0.93931 0.0074527 +56710.7 0.937 0.0013689 +56711.0 0.94054 0.0084577 +56711.7 0.93353 0.0011514 +56711.9 0.93897 0.0045735 +56713.3 0.92114 0.0082319 +56713.7 0.92876 0.00088797 +56713.9 0.9262 0.004933 +56714.7 0.92795 0.0011482 +56715.3 0.92284 0.013389 +56715.9 0.93218 0.0059838 +56716.6 0.91745 0.0087617 +56716.7 0.92189 0.001062 +56717.7 0.91761 0.0010295 +56718.0 0.91675 0.0094107 +56718.6 0.90982 0.0097522 +56718.7 0.91318 0.0010625 +56719.6 0.88319 0.059595 +56720.7 0.90444 0.0011842 +56721.7 0.89802 0.0010162 +56722.7 0.89121 0.0011464 +56723.6 0.88897 0.0011197 +56726.2 0.88643 0.0086172 +56727.2 0.88556 0.010663 +56727.6 0.87806 0.0096178 +56728.6 0.89119 0.001001 +56729.5 0.88292 0.00094379 +56730.5 0.88198 0.00093497 +56730.8 0.87772 0.0080025 +56732.5 0.89109 0.0010713 +56733.5 0.89315 0.0010281 +56733.8 0.88256 0.0069804 +56734.5 0.88854 0.00095568 +56735.5 0.89542 0.00099082 +56735.9 0.90394 0.010869 +56736.5 0.89966 0.00099182 +56736.8 0.90315 0.0075066 +56737.5 0.90435 0.00097654 +56740.6 0.92149 0.0010833 +56740.9 0.93118 0.010863 +56741.6 0.92427 0.0010812 +56741.7 0.93448 0.0091251 +56743.6 0.94699 0.0012479 +56744.5 0.95105 0.0012477 +56744.7 0.95164 0.0081884 +56746.8 0.95486 0.005594 +56748.8 0.96146 0.0073677 +56749.8 0.96225 0.0055027 +56752.0 0.95725 0.0062168 +56752.6 0.97096 0.0014163 +56753.6 0.96788 0.0014138 +56754.6 0.95786 0.001496 +56755.6 0.95203 0.0010734 +56756.0 0.94737 0.010428 +56756.5 0.95404 0.0010893 +56758.7 0.94571 0.0072118 +56759.9 0.94253 0.0040218 +56762.8 0.93001 0.0047008 +56763.8 0.92523 0.0048843 +56764.5 0.94457 0.0082901 +56764.8 0.93346 0.0054751 +56765.5 0.92924 0.0086284 +56765.6 0.9296 0.0010925 +56765.9 0.93744 0.0075983 +56768.1 0.91989 0.0078078 +56770.5 0.94039 0.0013889 +56770.8 0.93796 0.0054887 +56771.2 0.94294 0.012459 +56771.5 0.93576 0.0014185 +56772.2 0.94459 0.010315 +56772.5 0.93926 0.0011692 +56772.8 0.94191 0.0072979 +56773.4 0.9419 0.0099593 +56773.9 0.94308 0.0073039 +56774.8 0.94423 0.01157 +56775.4 0.94651 0.0095025 +56775.5 0.95143 0.0010393 +56777.5 0.94941 0.0012739 +56778.5 0.94573 0.0013876 +56779.4 0.94133 0.020644 +56779.5 0.94793 0.0013195 +56779.9 0.94202 0.0062056 +56780.5 0.94598 0.0012671 +56780.8 0.94527 0.0064972 +56781.5 0.94549 0.001364 +56782.4 0.93323 0.0012145 +56782.7 0.94342 0.008012 +56783.5 0.94113 0.0012489 +56784.4 0.93849 0.0014474 +56785.5 0.94683 0.0010173 +56786.5 0.93995 0.00096365 +56787.4 0.9321 0.0011008 +56790.5 0.93759 0.00094167 +56792.4 0.94213 0.0011596 +56793.5 0.93843 0.0011304 +56794.5 0.93416 0.0013987 +56795.4 0.93589 0.0012746 +56796.4 0.93882 0.0014749 +56797.5 0.9374 0.0014896 +56798.4 0.94144 0.0015629 +56799.4 0.94507 0.0013971 +56800.4 0.94239 0.0012396 +56801.4 0.94086 0.0012398 +56802.4 0.94191 0.0010651 +56803.4 0.93911 0.0013572 +56805.5 0.9379 0.0013814 +56806.4 0.93465 0.0015162 +56807.4 0.93667 0.0013304 +56808.4 0.94057 0.0012888 +56809.4 0.93919 0.0013445 +56810.4 0.93999 0.0014715 +56811.4 0.9457 0.0013701 +56812.4 0.94513 0.0013596 +56813.4 0.93901 0.0016499 +56814.5 0.94019 0.0013535 +56815.4 0.94604 0.0016489 +56816.3 0.95324 0.0088622 +56816.4 0.94812 0.0014709 +56816.6 0.94722 0.0070849 +56817.4 0.94202 0.0016533 +56817.8 0.9538 0.0058725 +56818.4 0.95529 0.00143 +56819.3 0.95522 0.0057349 +56819.4 0.95899 0.001311 +56820.5 0.96675 0.0013287 +56821.2 0.9647 0.0065794 +56822.4 0.9684 0.0014717 +56823.4 0.9762 0.0016835 +56824.4 0.97451 0.0016661 +56825.3 0.96372 0.0091574 +56825.4 0.97583 0.0015407 +56826.3 0.96842 0.020209 +56826.4 0.96636 0.0016682 +56827.4 0.96331 0.001762 +56828.4 0.96249 0.0015249 +56829.4 0.9588 0.001358 +56830.4 0.9562 0.0014686 +56831.4 0.94967 0.0015451 +56832.4 0.9477 0.001454 +56833.4 0.95207 0.0013537 +56835.4 0.94231 0.0015401 +56837.2 0.94664 0.023788 +56837.8 0.94491 0.0086448 +56839.3 0.95025 0.014174 +56841.4 0.94424 0.0013421 +56842.3 0.95093 0.0095213 +56843.2 0.94775 0.008541 +56843.4 0.95532 0.0015505 +56845.4 0.94557 0.001623 +56848.4 0.9418 0.001509 +56850.3 0.9349 0.019399 +56858.4 0.92652 0.0016419 +56860.4 0.93598 0.0018796 +56861.4 0.93412 0.0014486 +56862.4 0.93544 0.0018848 +56863.4 0.93719 0.0017521 +56864.4 0.92316 0.0017688 +56864.7 0.92761 0.0090122 +56865.4 0.93475 0.0016411 +56865.6 0.92891 0.0096014 diff --git a/lag/data/lightcurves b/lag/data/lightcurves new file mode 120000 index 0000000..186f49a --- /dev/null +++ b/lag/data/lightcurves @@ -0,0 +1 @@ +/home/caes/science/psdlag-agn/data/STORM_III/lightcurves/Δtï¼0.01/ \ No newline at end of file diff --git a/lag/data/tophat_fitting_sandbox.ipynb b/lag/data/tophat_fitting_sandbox.ipynb new file mode 100644 index 0000000..c0f3e1b --- /dev/null +++ b/lag/data/tophat_fitting_sandbox.ipynb @@ -0,0 +1,301 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "%pylab inline\n", + "\n", + "from scipy.stats import norm\n", + "from scipy.stats import lognorm\n", + "from scipy.optimize import curve_fit\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgwAAAFkCAYAAABMyWOlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nkrr/AxFNOGf2kxxVAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "\n", + "\n", + "#x=np.linspace(1,50,200)\n", + "\n", + "# freq bins we agreed on\n", + "x=array([ 0.00964867, 0.02886003, 0.0556922 , 0.08632291, 0.13380051,\n", + " 0.20739079, 0.32145572, 0.49825637])\n", + "\n", + "# from 3471A\n", + "lag = array([ 1.25569486, 2.37000041, 1.7802513 , 1.66775218, 0.49069246,\n", + " 0.21781609, -0.44057362, 0.01545348])\n", + "coeff, var_matrix = curve_fit(tophat_freq, x, lag, p0=p0)\n", + "\n", + "# Get the fitted curve\n", + "\n", + "\n", + "plot(tophat_freq(x, *coeff))\n", + "plot(lag)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgIAAAFkCAYAAABSAFMWAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAAPYQAAD2EBqD+naQAAIABJREFUeJzt3Xt0XXWd9/F376UFjUCnbaCLq0ArCCQFoVNoS9sdwJHx\n8UEhipci6oC3go7XGZ1ZPgrPGuXiiFyHizJkRGcUQbEttJTSG5CAomCRe6GlINALvdPk+eOXPEkP\nSZN9ek5++5z9fq11VpOdvc/5dq/knM/vsn8bJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmSJEmS\nJElSDpwM3AG8CLQCf9+HY6YAzcBm4CngM2WrTpIkpTIw5f4jgIeBz7Z/39bL/gcBvwUWAscA3wN+\nCHwg5etKkqSMaQXO6GWf/wv8qWDbVcCSslQkSZJSSdsjkNaJwNyCbXOBicCgMr+2JEnqxeAyP/9o\nYE3BtjXtr7tvNz8DGNv+kCRJ6axuf/RZuYNAWmNra2tXrVq1KnYdkiRVoheB40gRBsodBF4CxhRs\nGw28Cfy1m/3Hrlq1iltuuYXx48eXubRsmz17NpdffnnsMjLBcxF4Hjp5LgLPQyfPBTz++OOcc845\n+xF61TMTBJYC7yvYlgAPAjt6Omj8+PHU1dWVs67Mq6mpyf056OC5CDwPnTwXgeehk+eieGknC44k\nXAZ4TPv3B7d/Pa79+4uBm7vsfzVwAPADYDxwbvvj+0XWK0mSSihtj8BxwPz2r9uAS9u/vonwAT+G\nzlAA8CxwOnAZYe2BF4HPA78sqlpJklRSaYPAvey6F2FWN9vuA+pTvo4kSeoH5V5HQEVqbGyMXUJm\neC4Cz0Mnz0XgeejkuSjegNgFFKgDmpubm530IUlSCi0tLdTX10PohW/p63H2CEiSlGMGAUmScswg\nIElSjhkEJEnKMYOAJEk5ZhCQJCnHDAKSJOWYQUCSpBwzCEiSlGMGAUmSciyTQWD16tgVSJKUD5kM\nAsuWxa5AkqR8MAhIkpRjmQwCy5fDjh2xq5AkqfplMghs2ADNzbGrkCSp+mUyCIwcCXPmxK5CkqTq\nl8kgcPzxMHdu7CokSap+mQwCJ5wAS5fC+vWxK5EkqbplNgjs2AELFsSuRJKk6pbJILD//nDIIQ4P\nSJJUbpkMAgBJYhCQJKncMh0EnnwSnn46diWSJFWvzAaBadNg0CCYNy92JZIkVa/MBoG3vz1MGnR4\nQJKk8slsEIAwPHDPPfDmm7ErkSSpOmU+CKxbBw88ELsSSZKqU6aDwHHHQU2NwwOSJJVLpoPAoEEw\nY4ZBQJKkcsl0EIAwPLB8OaxdG7sSSZKqT+aDwMyZ0NoK8+fHrkSSpOqT+SBw4IFw2GEOD0iSVA6Z\nDwIQhgfmzIG2ttiVSJJUXSomCDz7LDz1VOxKJEmqLhURBKZOhcGDHR6QJKnUKiII7LUXTJpkEJAk\nqdQqIghAGB6YPx+2b49diSRJ1aNigkBDA2zYAMuWxa5EkqTqUTFB4NhjYZ99HB6QJKmUKiYIuNyw\nJEmlVzFBAMI8gQcfhNdei12JJEnVoaKCwMyZYVGhe+6JXYkkSdWhooLAuHEwfrzDA5IklUpFBQEI\nwwNz57rcsCRJpVCRQeD55+GJJ2JXIklS5au4IDBlCgwZ4vCAJEmlUHFBYORImDzZICBJUilUXBCA\nMDywYAFs2xa7EkmSKltFBoGGBti4EZYsiV2JJEmVrSKDwNFHw6hRDg9IkrS7igkCFwDPAJuBh4DJ\nvez/MeAPwEZgFXADsHcRr/v/DRwYFhcyCEiStHvSBoGzgMuA7wDHAIuAu4BxPew/lfDBfy0wAfgg\ncBxwfRG17iRJoKUFXnlld59JkqT8ShsELiJ8iN8ArAAuBFYC5/ew/0TgWeBHwHPAYkIomFhErTtx\nuWFJknZfmiAwFKgDCjvk5wKTejhmLjAaOA0Y0P71B4E705X5VrW1cOSRDg9IkrQ70gSBfYFBwJqC\n7S8DY3o45g+EOQI/B7YCq4FXgS+kK7N7LjcsSdLuGVzm5z8BuAn4NjAHqAX+DbgaOK+ng2bPnk1N\nTc1O2xobG2lsbNxpW5LApZfC44/DhAmlLVySpKxqamqiqalpp21r164t6rkGpNh3KGHm/5nA7V22\nXwG8G5jWzTE/a3+ND3XZ9reESYZjeWvvQh3Q3NzcTF1dXa8FbdoEe+8Nl1wCs2f39b8hSVL1aWlp\nob6+HqAeaOnrcWmGBrYBzUBSsH0m0NPSPgOAHQXbWrv8bLeMGAEnnQRz5uzuM0mSlE9prxq4lNCl\nPwsYT7iUcH9CVz/AxcDNXfb/FfC/gX8ADib0BvwQWA68VHTVXTQ0wMKFsGVLKZ5NkqR8SRsEbgNm\nA98CHiYsJnQ64RJCCJMGu64pcCvwReBzwKPtxz8OfKD4kneWJLB5MyxeXKpnlCQpP4qZLHhV+6M7\ns1Luv9uOOgpGjw5XD0yfXq5XkSSpOlXkvQa6GjCg8zJCSZKUTsUHAQhB4JFHYE3hNQiSJGmXqiII\nzJgR/r377rh1SJJUaaoiCIwZE25N7PCAJEnpVEUQAJcbliSpGFUVBF56Cf74x9iVSJJUOaomCEye\nDMOHu8qgJElpVE0QGD4cpkxxnoAkSWlUTRCAsNzwffeFlQYlSVLvqioIJAls3QqLFsWuRJKkylBV\nQWDCBKitdXhAkqS+qqog4HLDkiSlU1VBAEIQePRRWL06diWSJGVf1QWBjuWG582LW4ckSZWg6oLA\nqFFQV+fwgCRJfVF1QQDC8MC8edDaGrsSSZKyrWqDwMsvwx/+ELsSSZKyrSqDwKRJMGKEyw1LktSb\nqgwCw4bBtGnOE5AkqTdVGQQgDA/cfz9s3Bi7EkmSsquqg8C2beHeA5IkqXtVGwQOPxzGjXN4QJKk\nXanaIOByw5Ik9a5qgwCEIPDYY/DCC7ErkSQpm6o6CEyfHnoGXG5YkqTuVXUQ2GcfmDjR4QFJknpS\n1UEAXG5YkqRdyUUQePVVaGmJXYkkSdlT9UHgxBNhzz0dHpAkqTtVHwSGDIFTTjEISJLUnaoPAhCG\nB5YsgQ0bYlciSVK25CYIbN8OCxfGrkSSpGzJRRA49FA48ECHByRJKpSLIOByw5IkdS8XQQBCEFix\nAp57LnYlkiRlR26CwCmnwMCBLjcsSVJXuQkC73gHHH+8wwOSJHWVmyAAYXjg7rthx47YlUiSlA25\nCwKvvw4PPRS7EkmSsiFXQeA974G3vc3hAUmSOuQqCAweDNOnGwQkSeqQqyAAYXhg6VJYvz52JZIk\nxZfLILBjByxYELsSSZLiy10QOPhgOOQQhwckSYIcBgFwuWFJkjrkNgg8+SQ8/XTsSiRJiiuXQWDa\nNBg0yOWGJUnKZRB4+9vhhBMcHpAkKZdBAMLwwD33wJtvxq5EkqR4chsEGhpg3Tp44IHYlUiSFE9u\ng8DEiVBT4/CAJCnfigkCFwDPAJuBh4DJvew/DPgu8CywBXgSmFXE65bUoEEwY4ZBQJKUb2mDwFnA\nZcB3gGOARcBdwLhdHHMbMA04FzgMOBv4c+pKyyBJYPlyWLs2diWSJMWRNghcBFwP3ACsAC4EVgLn\n97D/qcDJwOnAfOB5Qi/C0mKKLbWZM6G1FebPj12JJElxpAkCQ4E6oLAzfS4wqYdjziB88H8NeIEQ\nHv4NGJ6uzPI48EA47DCHByRJ+TU4xb77AoOANQXbXwbG9HDMwYQ5BJuB9wOjgB8D+xCGCqJLErjz\nTmhrgwEDYlcjSVL/ShMEijEQaAU+Amxo33YR8AvCcMLW7g6aPXs2NTU1O21rbGyksbGx5AUmCfzo\nR/DUU3DooSV/ekmSSq6pqYmmpqadtq0tcsJbmiDwV2AHMLpg+2hgdQ/HrAZW0RkCIEwUHADsDzzV\n3UGXX345dXV1KUor3tSpMHhwGB4wCEiSKkF3jeOWlhbq6+tTP1eaOQLbgGYgKdg+E1jSwzH3A7XA\nyC7bDiP0EryQ4rXLZq+9YNIkmDMndiWSJPW/tFcNXAqcR1gHYDzhUsL9gavbf34xcHOX/W8FXgVu\nbN//ZMJkwf+gh2GBGJIkXDmwfXvsSiRJ6l9pg8BtwGzgW8DDhImApxMuIYQwabDrmgIbCT0GNYSr\nB24Bbge+UHzJpdfQAG+8AcuWxa5EkqT+VcxkwavaH93pbsXAFbx1OCFTjj0W9tknzBM46aTY1UiS\n1H9ye6+BrlxuWJKUVwaBdkkCDz4Ir70WuxJJkvqPQaDdzJlhUaF77oldiSRJ/ccg0G7cOBg/3uEB\nSVK+GAS6SJIQBNraYlciSVL/MAh0kSTw/PPwxBOxK5EkqX8YBLqYMgWGDHGVQUlSfhgEuhg5EiZP\ndp6AJCk/DAIFGhpgwQLYmpkFkCVJKh+DQIEkgU2bYOnS2JVIklR+BoECRx8No0Y5PCBJygeDQIGB\nA8PiQgYBSVIeGAS6kSTQ0gKvvBK7EkmSyssg0A2XG5Yk5YVBoBu1tXDkkQ4PSJKqn0GgBy43LEnK\nA4NAD5IEXnwRHnssdiWSJJWPQaAHJ50Ew4Y5PCBJqm4GgR6MGBHCgEFAklTNDAK70NAACxfCli2x\nK5EkqTwMAruQJLB5MyxeHLsSSZLKwyCwC0cdBaNHOzwgSapeBoFdGDCg8zJCSZKqkUGgF0kCjzwC\na9bErkSSpNIzCPRixozw7913x61DkqRyMAj0YsyYcGtihwckSdXIINAHLjcsSapWBoE+SBJ46SV4\n9NHYlUiSVFoGgT6YPBn22MPhAUlS9TEI9MHw4TBlikFAklR9DAJ9lCRw331hpUFJkqqFQaCPkgS2\nboVFi2JXIklS6RgE+mjCBKitdXhAklRdDAJ95HLDkqRqZBBIIUnCJYSrV8euRJKk0jAIpNCx3PC8\neXHrkCSpVAwCKYwaBXV1Dg9IkqqHQSCljnkCra2xK5EkafcZBFJKEnjlFfj972NXIknS7jMIpDRp\nEowc6fCAJKk6GARSGjYMpk41CEiSqoNBoAhJAvffDxs3xq5EkqTdYxAoQpLAtm3h3gOSJFUyg0AR\nDj8cxo1zeECSVPkMAkVwuWFJUrUwCBQpSeCxx+CFF2JXIklS8QwCRZo+PfQMuNywJKmSGQSKtM8+\nMHEizJkTuxJJkopnENgNSRJ6BHbsiF2JJEnFMQjshiSB116Dhx+OXYkkScUxCOyGE0+EPff06gFJ\nUuUqJghcADwDbAYeAib38bi/Bd4Eqqb9PGQInHKKQUCSVLnSBoGzgMuA7wDHAIuAu4BxvRxXA/wE\nuBtoS/mamZYksGQJbNgQuxJJktJLGwQuAq4HbgBWABcCK4HzeznuauAWYCkwIOVrZlqSwPbtsHBh\n7EokSUovTRAYCtQBhR3hc4FJuzhuFnAg8K9UWQgAOPRQOPBAhwckSZVpcIp99wUGAWsKtr8MjOnh\nmHcCFxPmEbSmrq4CuNywJKmSpQkCaQ0CbgW+DTyZ5sDZs2dTU1Oz07bGxkYaGxtLV10JJQlcey08\n9xwccEDsaiRJ1a6pqYmmpqadtq1du7ao50rTVT8U2AicCdzeZfsVwLuBaQX71wCvAV2X2xnY/po7\ngJnAvQXH1AHNzc3N1NXVpSgtrtdfh333hWuugfPOi12NJCmPWlpaqK+vB6gHWvp6XJo5AtuAZiAp\n2D4TWNLN/uuAI4GjuzyuJkwyPBp4IMVrZ9o73gHHH+9yw5KkypN2aOBS4KeE9QOWAZ8G9id8wEOY\nD1ALfJxwmeBjBce/AmzpZnvFSxL44Q/DcsODBsWuRpKkvkl7+eBtwGzgW4SFgSYDpxMuIYQwaXBX\nawq0UWXrCHRoaIC1a+Ghh2JXIklS3xWzsuBVwEHAcOA44P4uP5sFnLKLY/+VMA+g6hx/PLztbV49\nIEmqLN5roEQGD4bp0w0CkqTKYhAooSSBpUth/frYlUiS1DcGgRJKkjBZcMGC2JVIktQ3BoESOvhg\nOOQQhwckSZXDIFBiLjcsSaokBoESSxJ48kl4+unYlUiS1DuDQIlNmxYWFLJXQJJUCQwCJfb2t8MJ\nJxgEJEmVwSBQBkkC99wDb74ZuxJJknbNIFAGDQ1hLYEHqua2SpKkamUQKIOJE6GmxuEBSVL2GQTK\nYNAgmDHDICBJyj6DQJkkCSxfHu5IKElSVhkEymTmTGhthfnzY1ciSVLPDAJlcuCBcNhhDg9IkrLN\nIFBGSQJz5kBbW+xKJEnqnkGgjJIEnn02LDksSVIWGQTKaOpUGDzY4QFJUnYZBMpor71g0iSDgCQp\nuwwCZdbQEK4c2L49diWSJL2VQaDMkgTeeAOWLYtdiSRJb2UQKLNjj4V99nF4QJKUTQaBMnO5YUlS\nlhkE+kGSwIMPwmuvxa5EkqSdGQT6wcyZYVGhe+6JXYkkSTszCPSDceNg/HiHByRJ2WMQ6CcuNyxJ\nyiKDQD9JEli5ElasiF2JJEmdDAL9ZMoUGDLE4QFJUrYYBPrJyJEwebJBQJKULQaBftTQAAsWwNat\nsSuRJCkwCPSjJIFNm2Dp0tiVSJIUGAT60dFHw6hRDg9IkrLDINCPBg4MiwsZBCRJWWEQ6GdJAi0t\n8MorsSuRJMkg0O9cbliSlCUGgX5WWwtHHunwgCQpGwwCEbjcsCQpKwwCESQJrFoFjz0WuxJJUt4Z\nBCI46SQYNszhAUlSfAaBCEaMgJNPNghIkuIzCESSJLBwIWzZErsSSVKeGQQiSRLYvBkWL45diSQp\nzwwCkRx1FIwe7fCAJCkug0AkAwaEXgGDgCQpJoNAREkCjzwCa9bErkSSlFcGgYhmzAj/3n133Dok\nSfllEIhozJhwa+I5c2JXIknKK4NAZB3zBFxuWJIUg0EgsiQJcwQefTR2JZKkPDIIRDZ5Muyxh1cP\nSJLiKDYIXAA8A2wGHgIm72LfDwDzgJeBdcASICnydavO8OEwZYpBQJIURzFB4CzgMuA7wDHAIuAu\nYFwP+58EzAFOA+qA+cAd7ceKMDxw331hpUFJkvpTMUHgIuB64AZgBXAhsBI4v4f9LwS+DzQDTwH/\nBPwFeF8Rr12VkgS2boVFi2JXIknKm7RBYCihVV/YkT0XmJTiNfcCXk352lVrwgSorXV4QJLU/9IG\ngX2BQUDhWngvA2P6+BxfAkYAt6V87arlcsOSpFgG9/PrNQLfBs4A/trTTrNnz6ampmbnAxsbaWxs\nLG91ESUJ3HQTrF4NY8fGrkaSlGVNTU00NTXttG3t2rVFPdeAlPsPBTYCZwK3d9l+BfBuYNoujj2L\nMK/gTMLkwu7UAc3Nzc3U1dWlLK2yvfIK/M3fhDDw8Y/HrkaSVGlaWlqor68HqAda+npc2qGBbYRJ\nf4WX/80kXBbYk0bgRuBseg4BuTZqFNTVOTwgSepfxVw1cClwHjALGE+4lHB/4Or2n18M3Nxl/w8D\nPyHMDXiQMJdgDPC24kquXkkC8+ZBa2vsSiRJeVFMELgNmA18C3iYsJjQ6YRLCCF8yHddU+BT7a9z\nJbCqy+Py4kquXkkShgh+//vYlUiS8qLYyYJXtT+6M6vg+13NG1AXkybByJFheODYY2NXI0nKA+81\nkCHDhsHUqc4TkCT1H4NAxiQJ3H8/bNwYu5J4duyADRvCpZRPPw3bt8euSFKWrVwJL7wAr78O27bF\nrqby9Pc6AupFksAXvxjuPXDaabGr6VlrK2zaFALLG2+Efwsf3W3vy7YtW3Z+rdGj4dxz4bzz4OCD\n4/x/JWXLhg3Q1ATXXgvNzTv/bPBg2HPPMNTa9bE72zoeQ4bE+f+Wk0EgYw4/HMaNC8MDuxsE2to6\nP6zTfjj3tm9fb5C0qz+usWN7/0McMgR+8xv48Y/h4oth5kz4zGfgjDOq8w9S0q41N4cP/1tvDe9v\np58Ot90W3jP68h62YQO89FL3++3Y0fvrDx1aunBRuG3QoPKfv+4YBDKmY7nhO++EU04pvpXd8eiL\nPfbo+Zd09Ojif8H32CP8f3ZXQwNccgn8/OfhDeDMM0Nds2aFXoJDDtn915CUXR2t/2uugZYW2H9/\n+PKXQ0/huJ7ue5tSW1sYVtidXs1162DVqu7368tl4cOG7V6wWL26uP97Cd6mSyq3Kwt2dfvt8P73\n77xt+PDiurJ623fECBhYYTNFHn0UrrsOfvKT8Ic3cyZ8+tOhl2Do0NjVSSqV5ubw4X/rraEX8r3v\nDX/rp54auv8rRVtbuMNsscOlu9q2aVN4/qCFsKhgupUFDQIZ1NYWJr50jHONGBGvyyjLNm3q7CVY\nsiQs0dwxl8BeAqkybdgQPvivvbaz9X/eeaVt/VeTtrYQkjZuhOXLW3jf+8q/xLD6wYAB4Rd+7FjY\nay9DQE9GjAj3ZVi8OPQSnH02XH01HHpo6CX4xS+cQSxVioceCq39sWPhggtgv/3gjjvg2Wfh2982\nBPRkwIDwXjhqVLidfTEMAqoKRx4JV1wBL74IN98cEvIHPxjePL72NXjyydgVSiq0fn3o+q+vh+OO\ng9/9Dr7yFXjuOfj1r+Hv/s6GUH8wCKiqjBgBH/tYWIuho5fgmmvgne+EGTPCUIK9BFI8bW3w4IPw\nqU+FFuwFF4Tu/zvvhGeegW99K3yv/mMQUNXq6CVYtSpMLNyyBT70ofAm89Wv2ksg9af168PQXX09\nHH88zJnT2fq//fYwEdDWfxwGAVW9PfaAj3409BL88Y/w4Q+HiUgdvQS33WYvgVQOha3/z342DNf9\n5je2/rPEIKBcede74PLLO3sJtm6Fs86yl0AqpY7Wf11dZ+v/q1+F558Prf/TT7f1nyUGAeVSRy/B\nokWdvQTXXRd6CaZPt5dASqutDR54IFzqN3YsfO5zcMABna3/f/7ncCWAsscgoNzr6CV48UX46U9D\nAOjoJfjKV+Avf4ldoZRd69bBVVeF1v973gPz5oUrdZ57Dn71K1v/lcAgILXbYw8455zQS/CnP8FH\nPgLXXw+HHRZ6CX72szCUIOVd19Z/bS18/vOh9f/b34Y7htr6rywGAakbEybAZZd19hJs3x4uRbSX\nQHm2bl24Adixx3a2/r/+9c7W/2mn2fqvRAYBaRc6egnuuw8eeyx83dFLcMop9hKo+rW1wfLl8MlP\nhtb/F74ABx3U2fr/p3+y9V/pDAJSH40fH3oJVq2CW26BN9/s7CX4x3+EJ56IXaFUOh2t/2OOgRNO\ngLvvDq3/55+HX/7S1n81MQhIKQ0fHuYPdPQSfPSjcMMNcPjhoZfgv/7LXgJVpo7W/7nndrb+Dz4Y\n7rqrs/Vf7Hr2yi6DgLQbxo+HSy8NcwluuQV27IDGRnsJVFnWroUrr+xs/c+fD9/4Rmfr/9RTbf1X\nM4OAVAIdvQQLF8Ljj+/cSzBtmr0Eyp62Nli2rLP1/8Uvhtt333UXPPUUfPObtv7zwiAgldgRR3T2\nEvznf0Jra+gl2G8/+PKX7SVQXF1b/yeeGFr/3/wmrFwJ//M/tv7zyCAglcnw4WHFwo5ego9/HG68\nsbOXoKnJXgL1j7Y2WLoUZs3qbP0femi47e/TT4cgMHZs7CoVi0FA6gdHHAE/+EFnL0FbWwgJHb0E\nK1bErlDVaO1a+NGP4OijYdIkuPfeMOFv5Ur47/+GhgYY6KdA7vkrIPWjjl6Ce+/t7CW46aYQFKZO\ntZdAu6+w9T97driHxu9+F8b+v/ENW//amUFAiqSjl+CFF+DWW2HAgM5egi99Cf7859gVqpIUtv4X\nLgxL/dr6V2/8tZAiGz48TCZcsCB8+H/iE3DzzeHSxKlTQ0jYsiV2lcqitjZYsiT8ztTWwoUXhtb/\nnDnhltpf/7qtf/VucOwCJHU6/HD4/vfhu98NM7ivvTZclrj33uEubkOHhqsQ2trCo+vXhd/39Wex\n9iv2OdrawrkaODD0onQ8un7f09fF/izWfr397IEHwm20DzootP4/8Qk/+JWeQUDKoGHDQi9BY2OY\nSHjddbB4cc8fEGk+TAYNgsGDS/+h1NefleJ5djdopA0eWX2NCRPC8NKMGXb7q3gGASnjOnoJJKkc\nzJCSJOWYQUCSpBwzCEiSlGMGAUmScswgIElSjhkEJEnKMYOAJEk5ZhCQJCnHDAKSJOWYQUCSpBwz\nCEiSlGMGAUmScswgIElSjhkEJEnKMYOAJEk5ZhCQJCnHDAKSJOWYQUCSpBwzCEiSlGMGgYxqamqK\nXUJmeC4Cz0Mnz0XgeejkuSheMUHgAuAZYDPwEDC5l/2nAM3t+z8FfKaI18wdf6k7eS4Cz0Mnz0Xg\neejkuShe2iBwFnAZ8B3gGGARcBcwrof9DwJ+Cyxs3/97wA+BDxRTrCRJKq20QeAi4HrgBmAFcCGw\nEji/h/3/AXi2/bgVwH+0H/vlImqVJEklliYIDAXqgLkF2+cCk3o45sQe9p8IDErx2pIkqQwGp9h3\nX8KH95qC7S8DY3o4ZnQ3+69pf919u/kZAI8//niKsqrT2rVraWlpiV1GJnguAs9DJ89F4Hno5Lko\n/rNzQIp9a4EXCK3/ZV22fwP4GHBEN8esAG4ELumybRJwPzCWtwaBscCDwH4p6pIkScGLwHHA6r4e\nkKZH4K/ADkIrv6vRu3jBl3hrb8Fo4M325yu0mvAfGJuiLkmSFKwmRQgoxjLgyoJtjwHf7WH/S4A/\nFWy7Clhc4rokSVI/+BCwFZgFjCdcSriezssHLwZu7rL/gcAbwA/a9z+3/fj/1T/lSpKkUjufsKDQ\nFsJ4ftcFhW4E5hfsfzJhQaEthAWFPt0PNUqSJEmSJEmSJEmSpOxKezOjanQycAfhOtBW4O/jlhPV\n1wlzUNYT1pv4JXBY1IriOB/4PbCu/bEEODVqRdnwNcLfyGWxC4ngXwj/966PVTELimg/4BbC5egb\ngYcJK+DmzbO89XeiFfhRXw7Oym2I097MqFqNIPwif7b9+7aItcR2MvDvwHuAmYQ1L+YSzlGerAS+\nSnhzqydMxv018K6YRUV2HGHS8R/I79/IHwlrtHQ8jopbThTvIFyKvpUQjscT7muzNmZRkdSz8+/D\nzPbtt0WrqAjL6X59gu9FqCUrWoEzYheRIfsSzkkee4oKvUq4hDeP9iSsWHoKsAC4NG45UfwLocGQ\nd5cQ7mz3j9rpAAACbUlEQVSrt7oceKKvO2ehR6CYmxkpf2ra/30tahVxDQLOBoYRes3y6ErgTkLP\nSJol0qvNOwlDiE8DTYRbvufNGYRL039OGD5sAc6LWlE2DAXOIdzpt2LUElp6JxRs/wbw5/4vJzPs\nEeg0gDB3Iq/p/yjCwlzbCXMmTo9bTjRnE+ZLDG3/Pq89AqcSFmV7FzCdcB5WA3vHLCqCLYQ5Zf8H\nOBr4FLCJcO+bPPsQ4b2ip5sBZpJBoHsGgU5XElo+tbELiWQIcDBwLGG4bD35mxA1jtDq6zoWfi/5\nnCxYaAQhCFwYu5B+to1wA7uuriBMqM2zOcDtsYtIayghvRTOkL+CkHTzyiAQ/DvwHHBA7EIyZB5w\nXewi+tn7CX8T27s8Wgk3QttGvocJIAylFs6zqnbPAtcWbDufcJfcvDqAcFO/96U5KAtzBLYRxnmS\ngu0zMdnl2QDCpS/vJ0wMey5uOZkykGz87fanu4EjCV3ARxOuLnqIcOnYMeT36gEIc0YmUOY7zmXQ\nYuCIgm2HEQJCXs0i9Jz9JnYhxejtZkZ5MZLwpnYMobUzu/3rvJ0HgB8DrxMuI+x6WczwmEVFcDFw\nEuEGXkcR7vT5JiEc5d295HNo4PuEv4uDCJfX3kG4ZC5v7xMTCQ3JrwOHAh8mzKVpjFlURAMJDaaK\nvtpuVzczyoupdC4EsaPL1xU1+7NECs9BxyNvE4Gup/PvYg2hC3h61IqyI6+TBZsIVwxsJXSD/5y3\ntozz4r2E9SQ2E255/8m45USVEN4zD41diCRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJkiRJ\nkiRJKq//B0U68uCZHjX/AAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_fit = ifft(fit)\n", + "plot(time_fit)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiIAAAFrCAYAAADsC+ITAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAAAAAAAAAAAAAAAAAYBZxbYxNwe9BwQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xscale('log')\n", + "plot(np.logspace(0.01,10,200),sinc(pi*x))\n", + "#len(sinc(pi*x))" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAh8AAAFkCAYAAACAUFlOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot(np.fft.fft(ifft(sinc(pi*x))))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'A' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m----------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mA\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0msinc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpi\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mcos\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mpi\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mt0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'A' is not defined" + ] + } + ], + "source": [ + "A*T*sinc(pi*f*T)*cos(2*pi*f*t0)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'np' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mA\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0msinc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpi\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mcos\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mpi\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mt0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 16\u001b[0;31m \u001b[0mx\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlogspace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfqd\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mfqd\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m200\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 17\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 18\u001b[0m \u001b[0;31m# p0 is the initial guess for the fitting coefficients\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'np' is not defined" + ] + } + ], + "source": [ + "from scipy.optimize import curve_fit\n", + "\n", + "# Define model function to be used to fit to the data above:\n", + "def tophat_time(x, *p):\n", + " mean, width = p\n", + " if x>(mean+width): y=0\n", + " if x<(mean-width): y=0\n", + " if x==(mean+width) | x==(mean-width): y=5\n", + " return y\n", + "\n", + "def tophat_freq(f, *pars):\n", + " A,T,t0 = pars\n", + " #return A*T*sinc(pi*f*T)*exp(-i*2*pi*f*t0)\n", + " return A*T*sinc(pi*f*T)*cos(2*pi*f*t0)\n", + "\n", + "x=np.logspace(fqd[0],fqd[-1],200)\n", + "\n", + "# p0 is the initial guess for the fitting coefficients\n", + "p0 = [3, 3, 3]\n", + "coeff, var_matrix = curve_fit(tophat_freq, fqd, lag, p0)\n", + "fit = tophat_freq(fqd, *coeff)\n", + "\n", + "\n", + "mpl.rcParams['xtick.labelsize']=12\n", + "mpl.rcParams['ytick.labelsize']=12\n", + "xscale('log'); xlim(.009,.6)\n", + "xlabel(\"Fourier Frequency (days$^{-1}$)\",fontsize=20)\n", + "ylabel(\"Time Lag (days)\",fontsize=20)\n", + "\n", + "\n", + "errorbar(fqd, lag, yerr=lage, fmt='o', ms=5,color=\"black\")\n", + "plot(fqd,fit)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lag/report/AGN_standard.png b/lag/report/AGN_standard.png new file mode 100644 index 0000000000000000000000000000000000000000..a272823bd205866c4ca63bdc6dfc2768681aee1c GIT binary patch literal 235849 zcmV)qK$^daP)O44hc)c^%y+($EZG`td6MM`W9&`?#@HBW2r<~S zX&_LQ?$FRoO}ZQSknZXaq>@mbN-K1B4Ou}k9kIT)hBGMOGaCjy0 z!X4Tz?-##`;}{_XLI|XkNGa!^K@y7?kn`VwtKL0A2y`Up%d4$ce~04_|L2i}bqeW` zQlhK>SJhAJ{r29@k5Bj+!tT&nT4QgR^6&rr^CZ1H_|k=4T&suZMEG(5Dg*Mc4`l)_ zMw=7>qbvyXEH2`=u?Y!6Ly~~WAsYjZRx?IA$7C`hX*4OE!}A?x`LVy73`|_Imw>Dqj;bMNL*Iyjjkv*qO-{>7M z#({TuCotAhox{2k2{;u&1rU*X_Pg)A!F%RFvH+y;St)gB`Js1e zKspRqVO0Wz!#NPbSL^VHwu1mEK?oT@ONGx`fD{sNNT~w2IjZ$n`vxc!LTH2!>s?=6 zV{1G`DTT-5tpi*b*aY)|^O`g8tk2=MwFv=b38n-gk;36ji8VRi85*%7c8bh6ihKgo zDX0XJCg=#9KnR7$f%jl6P7r2MN`b4+ZjdWP6LG9$mvD zdv4i{1ua3C>B<W1=19@mi_S#39*9z>^sBl8Z*g4`5L@`6U56Dvu(5m7N@cq_n}>LIoW z1YXDkAjKkv@KtT`n;JlBuu@8)wO)8!Le7B-0+7t#g{VBH!}Q`JZsh{KC|tGvdRq%x zPz#9=Ztk7ULmYS%9&1gYo`gVB$H3}iaKtKRR+hv{l6Kmx_F8PuKuq%r%ntyyuX(Ew z&%4(9dQO@vA&St-BZ@KJ6?9U~Ehjg)>$aPT)y>3O5+x0yBw?19T)4E!7fqjY<0*wx z3@ zt!J`8Sz3gwV_vfIuzUq79w9+#1uQ%(DeKr(AVp>UKi&tA3@T45?5`9a>8s@xtr&zG z5-B7~`amseg`(u_*$qbLHt}YLP$}NK>agoeEw6hnp0nmXLP?Yev|l4qoIbwBt!IvL zYOO~sOU!J7F#{qI(TZZ?jg*GnV58IID_c3+lwQMX#R*IJhJDG-FQ#S)j|OQQX^u(TXO60(+nk`nP^&xCQ%|NuAIMS zDEI~k-~-;+L3LmaR_Z_;%T_T7{|o^Jr7J2Be@JivDH;XV+@z~+1%a3 zS%asZkw}Er_@atw`2beRJCv`$3yJp<=VibhQ3F_gy$%A{;p-$SvBr@d*>lZqJZO~` zl&{X_9*ns6bA5Eye< z4t@~4BnvuFVhP%>!0!nHFhp9;g<)QJqzLZ;w|wxbghP0Vr;@Y#N{NO?D~+tcPFL|T zAw5c{uzg=53EvfyA;*qC4=u|Iv>G@kv6Vc3aqvF4ncniW6Y^X$DUm`@lqHygPHUB8 z8*8-Fh~efHmRk`@#Yh*@4O72{)ZO&i2Hz+ux@&Hb~e#paK{gEH#xYaVYOm zI8-fd_Yx;0&I`PkSfMKwp<)4G2Rtqz4^xCkVaX$Vj@gX|Egh7Dcn{WMjl+72@)m_> zS{T5ggvX@`iIxGpoW~lAiWO2qq*R!-8jEv&4nFxbLr0P%icw0SDo>}5T^$lvcn{9u zoIAXX!;<%dFB!z;co$TNLWI~=q%=|s$|3_91k6GODn}|&(R=}*yt6^JUU^s$JV}A0 z)lBDf;o|#1AqpHC9frgrXSvs7FxcX@TaGg=4HtGsL}?G_K*cdSNy+mZKN^4*GFkEmOH!$z3UxJ5S0?J1p$y+2`0n7fFlG7dcECA`*%axa)#=i1Hn2rbKC@^gv1Nh6 zgo%UqV5|6~l%$a$&n8U9W5(k#GHTFhHgH-~6eVU>LY|>o4K$K+GQt!ynrVYp8soi1 z#G1{WUD8I2th6*5ZIaG1{hdCfX(gFI@~DpN$ZEUspjFQ%Yx=*Ut8689lU|UO20zL0 z-lIEhqByBQD-Sf9Sg7y3w>WQcWdOT4(L|9V);fgDe8t`ffhG(I!@}C|ccmOehy`WnLAZLR9wcm{!n&HZ3NFOontNH0zk!SlPJ+h9R}^Pn1BFz z;827Rh)P`1Xf)8e@_ZB_FN=jI=ItWCiutF-=Yz?`*LqtZ@UBG9g&YDY^*pA9cSMn1 z9G`Gu&2#ZZ0KM?41Qt@Fs+qME0`JTm#JoRzo`etksD)-`GfX}vZN;3}=x}_i%i~X7 zB^Q=NH7TsZ7ak%|X^N1Byqs~vZvktoc;dsMQO3bs5rr@u#ZlLSf$n>23nSunT@!zy~%i1hD2knF+yN%C9zNnsT;W26j$c7 zn-Mpk+~CfePP5W!A#9G0;N((FiDtQ}xw1EA<~3QCA-t&wMH0nCu|gqGN)TyPZ!mag zvhrr+B4%)H9@e$*Pk+fEf=~{v7pg<=ZJ@NML>Z#qE+KB^E1?A*T_qB$N*O4ns8oV7 zcw*iyO8bZd9$2L`w521CBO1~$^#&~ry;h53Yh5BQj6oL1amz1v{D*Px{wMVXN}$9n2% zE%oT6nln?&e&(4KhMiFcBB=oTfE3<~Dz?Rua`4EWb9RHL*}e)$yWl&_pT9+***TAh zB4iX}t)oB9C`!k22bNk1Y0^NEBb>*%1rWt?Op->Jyf`%A1s}(PuVPAdrHO06X}*Wv zKW+AZ@H?dg&;&25!T?0r7hmm@Sa?Wv%*t0XcC9sv09@h!L)=YDiSQ0v(T6~gzRz>R zf*7OB4b4UanRr~8fiIB4u(I6d)|=08;nJ6p+96U&tP^I&V#*w30ZQC>YDp~s(^*>~ zyI+()s_DSMtse4t=l}C;Y&L^b6GahzHe+Xh$m7Cdi;QEvCM(?*S|y}$OdiEdtY>d9 zouw2f*&R1`F9!dfcn zc9&T-5s#n0z}1~SRHCqlRE2VJKOIqnNA?`F8y?dVm`YRtmKwO~Tp}t8C?!%FQE=88h2gBZ>SMVyop=MC0Y54%`A-9mbVJ6MV-cueq3cv=u*R&xr=<9vug ziE1)z%!1xKIKoINQQnbgRmHO^S$hSfk`R2Wm4k{9yORf`^NNrr5J^Q8#gx)eV!-Bf zItkCa8tNU#3j+r@$RT`l*)Riox z3h%~|y9}J6mBy@eoAjD7sdRXkBc!3D1!NQKc$Xpv+JYqR5laxZ3{_CP3o)|ASz}J6 zAK8&T$LxlJmhi3uEQ_q_m|Li3k~MIJpmX7THMnT3_e}E=VP_;jJMpxeDM^~3L=pyl z;c?DYgM2+R59<|kuSVics2~VWk7ofWxrk{!O+6?DN_nWLNoTIj$Ewy{c}PNvL*Gj; zgMtwkC_g!866ZjtMIGM?#zW#c0u(?iPD-lj?r2N>em>GqQD!o0I}+SpS7nI$KXBI z1`1HeG1iszM^nl?r`@|ir_-U`=}~&Y_TG?7TLZR7C1a!TIzq|_FEq}HDziX_$}J{{ zfg-Kxwwv@?O=9KnWrp@8X)H)7@yZ~jWl$E_d;%gSq9jrw8%y|SVgZk+!6SR_*$o9P zF90v`!sF@(&_e*MinEszjK_HsJdY?sdMK>NW*Igcver!zQAFBKNRkxkJ>D6dGk8}O zwiNXZ(&2po8((=h^=BbMrHKGCi}yL*C@fMMyz}!oix5FYsF0PuFI3}@ zGI&o?1j&01Xj&nlN+60oS}1bkm}Y`(<|qu<>bfYYLyg5}VKR+zd5$v{r4@0bhjKa7 zV#au!bLoN4u(Gnk^6DBwCk)3^2Ez%n(&0peR4GpCP@KuT5FZpGd@cEhvft6~#0=9Xh^Xq7tl%kUAoYB66+=SPSY@_)r$gR`+(0svgMesuR}d z;-Kn!9V`uXJ@W@>$oaBsw$Js}$`4U#b?^L>-<(8tj}00YpX@`b8_uE zukli!DK7Z5|9hr=`Z_$`MY87C{_T-{Ra4yd`ro=?TNeTsQY~>pRn-I(puk>8f zU@AhmgRn?Sfz~jZOxWp<7|%*n6q7bvC>?|INU70Mpgefz@kI&7BE1Li5Rt+wiBJ+5 zDWtAmQFvM5@v7PlE$~u+65*Ma9w?!z^o_7c974ECKw;5J5Gg^b6ltVLB1NneiI7B6 z;+?Nb-wK?y7-Ir`CqT$huvbWd)EcD&4JEZk>IgJs#Xdq?l0*}0O-w{gL{v!J%+PH# z*xkCq?*2AjTS{p##Vn}q+8xNpXe^NwM4|#SQ;Dk$}y#W>(=*}s%HB!%@9PEv{pqZ+ul#l$LhMkU*WDZ|WCIEfK4PAD9r zlEPQ_sTT{cQAnCfLN=u#;ly&AwRVF@1co7rBZw54m2CDi#-!M|&2Hw|9L%`9H^va* zrRK1LFvR_oH!Q`lvD{@m$&hi1+v>yWahOa&YGe`-Nr4>lk+SN!Hf`NJvSe*~0AY&{$o?jE0cJ zB+V9HNc^k_Rq*2m&2}3%D@c?IIc=pSioOo1PdLVvYLqmnobS*8dSN!?MQE`}^vypFu(Z`f{lYmzYW zIPgGztx3y)YiyAeUZLV9UP>|poBJb5>se~IXeCL=bE?80(v=7;5#AFi0a}q`@xma5 z24N6FFA{%6UF$Dwbg{h34WkweRI|LAcBC%36nbMRS@p<5%~L&-iM7=h&W(u^kF_Ox{U&?+8I!SLGRYZErpRWOgTBr)mAksWNr)q` zh9aAi_>zrogR^Tbjc^-B86lRpMyu8Nb<}StF2$BX-E5%HQ6vY%U2wxJZ2#Wx%(XAAd=iwl%gR%?` zi&79p&}bvu9o%pj2IM3KQ%!pCs8$mhr<5xz2qAD=TOd6CFO$FSyGNBOm}zC%gf~X47??3Hfc6P)%+~W81CKcWKrB{Nrm1Q<3mzeBs(_UZ4oIQhco?@>L ztqx`~hSGtOflgKm%93nzldQi9?G!pal-5{du-SyFNgwmE?SL37*ipjxH)}Usi1BR9 z3n;uG)hR+M#zo0wdynxXqg?lhl_jETcBSgPEaC9hP8R3i)ygEy@`blSz378#QOB0kr`9;VyTRsT7bvqSQL{~{QWy;H{;l zH51cA z$c<-^&Dfu0bTyA$Cx4~?zBnbi0LdNQBaDKvX~M$T}>KCl-&+dq)nQAbHq|I-rj=3pjTJ0#)LYZk$@zo(P$yG3cx#akZusik|;_7OX5Nt zlSq>!33*mj8@djSdIVhGl-*c*@Y$LW!CTW2-V5^5kQavBTBJ}|=ds@6sd{8p3NPb5 zrLhzyCyo_LI8>D!tRzHI1WHkYlsHHdGaDk+NEUSzxDQ@=>3Be;2f%)oL=EjA5`( z(r%)aWP1KQg%q%T1)mqB%N^oKGupa}9}ZBB2H9j(O}0FgId<5`Oh#B667Q`mK}+IJ z2jea5?E)6nY2ji;+G=2?qmWY==>P`p210A>Xbdv0)TJ|=DNwGY-E8pAcfNyrU;Szx z_{2k%!s);{th!7K0?57d9Y4YGlPB2R*}5K1AmMmvR49wq8LsVe76K!{d|xdJR~ZBYZSevjiAsJyDG zVz}0lSm~-wSm3c00)K$oan;OOc!>hkff$gg;$T|V)fN04tOBsXc!6RvMffB<@F=VRDJ-#6bW_bzL(pW398XE|J#<-C zvAmR4GoqI^iTyG{H~8H7%NTKu0ua7VIl99a83@NxyUFqOWj0opXhk5M!I>P5MU*ql zWPq@irqCoy4e&j7`U7?+dsuPfRgi~hpE}?!Bu)s7(2R``6@}Q zh;Y2}K11Ts8!JT8!-;jggNB6JYzlb>X@W0jBvHtjOruaq#2CXY&nWVeVw{DzsuUD9 z58h6%0nH|k67n%KUB!);TIeXkj7H=tAx@iA+&f4`q?%}xp@*+AB{QdvS zg}5s$FiX_u&$G0$#1Fsqb}n4Folk!3!wj}|Sv!3ktz)iUx#54NaMZ77)vfgskg)0ivvmGaFn(1P1v_NXh~2>;Nx8x@?&&}3r)%y zlWE3yS}-jP)(Z@RPOCv9O=zSoVrkH3h^lg)YB{>BJQm>{)|slO)uL!EFsBJ4okG=l zSgHeFTIIEwTJFxlxmJDS3WW0^FtyrcwcUC1q~JT0YU0523mNUTwzkZVoj&~nP^a*NxacbcuejB{IK>~w-mnm7X}a9$865vxlbPOtS?Zz`g)PgCUx zkyAQLX=WfaA`&RCh-DZv>eeY90#)<%3NdQ+m^UOUq1|ZEj1>ZdFAIb-v|A~{6<92$ zoFa*d&I7?LDH#|fp= z46}lXl@Mv1(A5B2tK$xDT2}GP6zC?j+g<`5*6G4*M)6x?&rmD54X`M6D)eSz^7RzrBf$W0ra?`a3(6L&r_ezl{s$ z9^>Sx-Sr=>zk zQN^(;Nq8O450wn~IQWStS2275b^qCBIZ@l)Z9t8dM1|$(CRI$cuNl6)KK^qD>+tMMkoH&)B z1-aEYm4teQLIsuDq18I(<<1Bx38jb4O9OJ%;>UmVZCu*k=K~*p0Id}!8xaZ5aBmw0 zl-U^RN~WU$UMN(o@JLpdx-50Nm?CFyf0to@hYU}WBupn6FSzp#^2v~F^AgAJehJO= zG?yQLoU0cvu-0o)jQWhXuX5t-P3Sn~(xuA`_O_S}$M|-eZYv>K>R_!Q&nEQi>lUR@ zI$m(g&1_%2%Kj5ipiD`gPr&4yyz6%2IOWO59wY1Tpi~S=O#8%fmR47|xN{yv0!2ZA z#oH3?4CB!h4-^pUdy1;h87#nG0Nybj4tf9k{)EeyFJrO^?N%qyeyxN=d$KGiU0)_` zHgV1|8E5Qn@8QZ4aI_l@Y?kAMqM0PDoH&jbf-El>5BGzpN-UU_g&hIdH*4SKphb|# zt7>L%4cM|$AIGSMMqn}4(4S=V$0M49A)~BEUP5USy6Y*TDsbw&g^&(a0fC!~C!`c8 zY)}EJ>Xxg77xe>CgN=gVnaMy2ia93{fDd0MJBRv%!E*|L6X--=)h~o7isl1j4W!{a zTZK5H%G0Xy!9-{-DV0Y^OPVJ1vnfK1IkvLKEhpCa@|T`uygxwuE?LwL@@8l77L<}C zQG}K`voc2(V`Sn{N)yY_l~+nnBhoZ|5}c}op!E$}BZh zeF;uty$JVpgol=Z&pr7#AN}l?`CEVM?Y!x`-^fQEc#!3lWp=i=IJLft zD`qGlRf1kKWi}Xs%~|fYc<0~vNp3lFisKv0?CtFFiH|?Xr#}91u3Whi60TFpkN)8I zbMC3j-2cHp=XKxl8t%CBh5U#2|3@DBm8Be!0in-}z3Ij`>Ib_@A(~ zv&ZVjD!1Hp3*Y&juj4yj^AgG&{_;bA&WAqm0j^%Yh>;eXCVa=sU%~Fq79Sk+@!6Q! zpwHUc8t?d_w=o`%`FFe9Y+krPw7kOUTc5{E?s)~Jaa{c36R7o7?05oxiV}iWqlpua zq&j;7gG6B~VbZmhCW<%xSFdMxf53a+`(DaC<9omFO{}kN@NeJqZr<_szs_yXe?A+> zPjK$sIqtjfem?ohPf|))UtPs!8A5ALpFYd$-}nYz{hC)(TDb524|3lJ|D3)3K`5Od z+@jg%p=)`RyY-FQw?1gq6%c~{e4Yp7y~lY0&IajrX##lZD#_DYtS`}Nf_1J^+WlE(+dp2ztR|B9o~!eTNjkjkUA4hKNH(hHPmAm;M;lt_9a zt&pn3OHXMFifjf((O&6s>#0>+ss?STL)TFmL-!cqbn>rO7J!Y9b$&l zq70p-g=DWk;EPW^$z(DiSBq*E2hF>u4-(f}QOrovm_$WPvz*a1W3{t{ml31ch)$!6 zu?3UT5jTPuV|Qnt%U7-OofKEUuoU`N(z#@=f zgVdfV3cy!QB9Jvj_{`fcf#b*4`4|8E*LckvzK6HI;U?bq{#SAS{CT`JjEDQIE_aw3 zh^1xo(s^#X>%|m4;=TXof5ijmo`SvIK7Z}r6<&Mqo7w)+H}eyJ<0omSDN1NweAgYk z^S^mHZ+XjG*fx7d`)0e&l;@<)?ok z;}f6w6xm?Fcz>7Q{>}f5@BQAF;sxxFf*| zdAW1o3PV9op)8;N!dF=9By6m$v%1`&*+@d`lc+>^Lophlv_xu2tYShsv=3NfZK!TirYRfXrmZbt4>K6v8wpI}8!>U55Dv!(qx~hay(c8db+Ng?; z)wK28k(D?R0{jw~W;tihoZ-gxy zQ-0$&egl)wSX=3F>ew2;{EL5^-~6SwbMdLC_{3+Q;Ned^!JXg#JYII^?es4`iM0hU zeZj3nge<3f?tB4mGG*HD^Xl(;6D{CN4?Tp>^MjB0+(cDhM*zwjOz8E1_mzsU7Gwb3 zcAJibJqgwnU}HM%CJ7+C%8ifub{ub&t%Z&u3Jv? zlRx-U?*H&b{`nvL0bl;g<77p_ZFjto|M&NPm0$nm|Bj!2{4p+m<!N_D+ybKMV6h;)Ei%urr+U)aDN7E^Tvpf5Lta zxo+bc%h<*;`?=<^D?=W+w8zfWA(CEIzUT&-IPjWV6>kiZ(7*)L?Pco8hms*TN>u=N zEnxZjb)byaH5MX%;rFAgK*kOJ?EVk(r+@k&r&r-kZ+a723AVSc;>&`a0qkvWarW36 zomN7s9QS?b5+A((J|2JkaeBQDPd)hrpLyt0oWJZyW693eWty?B#5VAO4}5_8@4ugi zKmSFT&M3-~yxQx3`>+2MpZ?S*IRAw&VvOOQd+y=36Y$=D|2~SMAkT9id*sV}_A{U6 z58v}{B=DM7+)Fc#_|Sj69|^qS)vqFQhE^na)r()q6OZ&sfH%JSUOI_ly1&a?zx%&t zI)zU?@KN+Z_JX=@PN+7bs=t+Y^G*_rNo{SCJkL;s7C(8Ok>}aGIqE|XeTwOHjJ1|a z7ccUqFMSDsyY9FhTjXqBzRc@h`ARhKZ~o;U@VQTZ95WfQ(rNLzPk(~EK6KT`N0a2Md~j>T05vl4sMups3m{3lU;Y zwHGFYM8{Q|K<^O9Q1Q?U<~_2kLRt`}M3|h|&*-%~+a3d8I!`}(`N%3BAmmxfiE0`tl)`@TMS1NR=W+_ zY0CQgD$SK04O>-?+#@7>(~l6&}tpM3)lfA%3hzqiH9U-nW) zgACycB!=PkHox&JzsU1$y92ER9u(}ee$#_c~$MlN; zTHC{n+wOWXd&f^R+`EDVzVLXTk3INNZhgTEkvF#)W;u7?{SrLz-gm!;rQ^p~U2QT} zf|X9n10Ve`Iq%@kyKX1alFvQ-8Kwoi@XoUcU$U{<D;G(UHsv+vOIG<;wJ$612p@z!b{<+@OcciB>HNQ=3Pj4XWWR{H z@4ovO3`Q(3FQZh%{{B7?+6hf26Ovf-i$C{$?CnD$Jg4N@9k0amWf&|%IOVmv+!+b-}0b^bD;IS?R{C6^J?GLm&k0F zmW@$5Mq3jymt=zV1+$_I-j%FowMtjKwy(wmk4{ruSu!nWjHU&{*@)3JXEe#^H4{qf zXeWwZGol%%L{W_J2AsuuM=Sy@S=XNnRoxFC!olvlQc6&jbR9t)DWnUrD(Bqcn3Zr< zZWdJzS;*m%YEf}ss}y$c?(_jq9!AmuABzur+V zuem=Cbhe%=+rG+C9l&TOLP_Jav%;)!te!r}qmQ2BpZ@;;%`1QBXZe|*`5AuofBZC8 zuU_VLFFVF^ug$o>N1ly1cJeH5{r>Oehkxw5a1Pd!;2eJbkv;|R=%bHv>eMODU%Z6Y zuoT0rFff|1wY`he4G@YLu%+Sn@#9>$bP=K^8>epKo;wsDdlb6IPSC%6k-XPseWl0l z&J`LO8bGtzq_8D>!vRlT@I3z(!Rp2eFTVRu1n|)Z|B~@^z~A}xpC@g`yy)hevB3N9 zzYnxPMfw`hXYNharz!ZOt}6fc^ePlll2o-!Lzi=FA`Iaj+RoxKp zRaLPaG#Xo!prDm#JUQibOsWOXzvUQr+;W2cY>WM^U7XbTG-h0S2KyOXS-~S)d!(@- zPQY7-ojFY5z-VOJntK@EoJmY+K`OLPLiKtRQP>h|49Ykz5BCsKBccSSQk+Pk*#fVF z7b7j#uN3~D$E>xX4&=OTimmH_g^Uapx)|U>&B*yRt}FS=gW`Y%cnJ?)I)po@I6E-l z`cVI5H;1&{rMGc{&E0)k$4>CXx%2#sKYE0p`oTMR``h2ngCBi>AN#(SF&gy28E!sv zn&1C_exKG7eEQ)bUwZV*Jow=cAzjIdwI%+~-}-ryIOgKTi}ZR+?ClL%+vu{iw1iP9 z!`*#|L;6U44o;jn!Pfqx6vKV?8XY{)YD3a&apJbynU4D8Wl5vapp$BHKq~SUgfi22n}NIxchcq_|jKkfscRYljugm*qCrmL`aa3 z)p?T#Vp^i22IciC#3KSt2aHA|N^2;s!&pm7MBGTZW&IdZD~iI9l?4K5x7!$F$R}e` z1;fnq5B~l?=Anl_&zYNV<^0tvL`jRaGiPZpuk!eXOGpGZjnI)I@e$L#J~m4JDsI8& zoPEoKme9HqB)F4=E`25^A|63?$Q=U1Vx^A z)vX-v=0FoT0YYP>M5`b%_Qq3qi?@!+pwDbNVm8g#-|w>8ZP05qXf;#XI(UC|V@9fa zh0c52-1|CkEOksvRumr|X9`5s)}-!|T&oc4o?i$zkAKz6s}Nn4@avFHBhh#-5MF^- zNG~zQB9%f*(0CjrQWQwrH=QtV%4B254X6=+B0 z1llWvRJgC^6@1N$%Ur8skVGm*DFrU%+!*JPDy8(2P=&l16nHuYBSUE)pAj;0Zj8BF z-X|-{NlKKKL`tKyL^zKn2x5$PIP0;#o@Dq#fGZ9RtP*g3k==7Rb{Hsif9}nE=tExt0_}yfv|CM1ufqEuIL~kX-QPh(F*{c; zGu_+dd%ydQj16=;9d5n#R>oOKMHo)I6vnc&vW6MWurkKE83iz#&Dh@?aPrhCrbaT% z3=f@yyKjN*C!b>J)G-Ew0hw|f>$Q31z4tO2!UFQ?u9v@(k3G82&SW2*w3!(XF<-r^gm6_MX*k?cr8=)w z+S??XA*H4)ELoNVDbB*~?mpw`gigDQF_se0kqpXOIpr&lXB_J^_`>HN<_iyhp5D?L zT1Xyw#~s;?2dzVc-omLrXx@dADZ-Vc zTCu*|Q%Mp(Qzp`Vwqb1_DE z_sFW#mO@qC3nmEc9I&KRD5X(RC!3NRi{p!@jdUj-#x6g z?jLKv=bS1+fF$1FV}8%GYrj*y?>>94y}s-B`+a}kA3?bSXxizJ8=id?t81IAEQKt$ z41JSeGAE##3m+PjkaR&0K`KJ!Ba9-?EV;Jlcg%Q9*I(=uCFcNA6`m?+tBJ~0gf^tQ z7$3$$n!3e?PF)fClV!Fby+|jX>?=#83>DuJ`G&xQ;ULCf$)q4Pf=nusq83Y|3Qu)6 z#`VB*7hX(1 zh4JPDzF(qVsR7VycSw3$ z^n1UL$twK8yZ;asR1luW17Eq5eg+4QTu!Osar-UzGqfIhsJZ+23I{H|lKH8CTW-4p z<(G()42&vBE~2QpR#+QitSc~)fHEF|0Bnx3kPG9OzgQGGLb?cv3d%Ibr|HK-@*-E* z84RgbtH?BEYHpt4aEQg}4QmU^3%Ki^dwKnBw;P;YHHSa$=?BJdjew<->|l zn;8sTKzauxEqFc_%OE!lw82tFDuE{;mV)k3v3#n}mrtLdqEntRH_p=!?PGpnk}MxE z9BdPn1=U)JR5=1m=m(CqILy$wz_S51Rp=}x3KVM8+))UG@(@yDtiWnl|AiO@mfYm7 zH7H>)LL=}&Ie}n_lVg)oql#LvKzUd-L@R;Q3wC)yV{!tk=sol$o^w&i(nS>>y7fMi za35lP9y091X0jv>BgRWO?Zfsg#nZD?@xa3*a@#P0ja`SCppnmvf-ZJ?LUiaD?_=(rvKmy$K zk-y`Mx8KEUU;iUqdG$OuzUFldKXx-`)_a(+%EZh(VWkRE(rUHHlZ2HRPAs>vUPLd+ zD3{9!Avk&8G2Zrzf589tGe6Dqzv~FE{r)2WY*H zf<)7tnI^_{6M55*T}y5uEW&}SEf^bvcJC6j&iK9ezMl;6D86`+()j&+h9HoI_CJ!Rj-1TXuwCy#(7ERgP5Nsl_T7M|9qz9o&RsGP{AG())N z@{76Zl8XpTj7{2j#7+%d;6!9)NUAFIRgJ&>@-gl|+hRLa;FpSCLXyxIByn62G9HCY z@Cdb5qvxL0l+y%}39zuDf)R*|MdfVoG+vu(QR~)D&mdwn)7irKv+KZD)Muj$=HqyooB0(@$NP zPZS=OB;VPOv<8Jzq*lAUnF>G(=Wr%{niDnRWI%Fi1u9L5N=_kWvH{5eI_peMHyLzV zdD)k1&3bs2v{3s&NA%18H77u_> z$WlZl43Jq$``kG$yZA6GOAphiM07hX8qFHM>EIUo001BWNkl??0J%U$zqCX+H3dMjzD{%hezsdJ5KchY7=v!NdDaa#u(GnknWIOUIedVP z(z#&oyK#QuDTK~ZQoHumc}AmFrqQS($%%XjJ@A#&+0L~lGoXb}t|A^#6a#%qa zfro&dK3o}?6l+sTWe-_&0#}lvMM|NbE(>NF`Hu3t>ug-8z$@YUeHE-ir6j)RxkRy& zc%IxPvWY^Bfn5Mr5~R(^4OAv(kzs=ePMu?Avx6U$K}xL7QC1gcNT6k*KtAH)@3dR_ zmuCWtNe9R*VP?F-f!T5DzDDH zb|5823{vCj4~Ii^zfV}HVU0y^caY@@rFx0()>%wBgi;98lTa?Z#bB-M!lxylLE0x< zTcNyofN*S_nIjj|(SY))R+`*>&oNHkdz@jZ$<*Q@&Te)&eqxCjA6=?5=q9Z9Vnnq; zmIGc$jz^Yf^p1Uv?P1K+p+gL_9PLTE?Jni9F*ds$av|C5bvbo*ndQ}0dRb0bt5O}C zq|_Y4R>#Sb3>igqJ6(EbSLi20@Ixw%2A$pjp*%KQ9eP_WaxW@WSroca2R{I5u}YBk zyNJL8U$J)PG{ZC@5zy^)Nrc6QAww*==iyaq*s*aMV>1kroIJ}}xacs|dV}_M8xfUg zj!)o+5lGjl$fOx(SJ&vQZ$Pci%FsmVzy z?Zap)e{WR}o9A+idm|Vl7?LvrtGEQjn!7y8!tO4zXbQT-Zm;)#C_s zqOsD$RGNgfF;XpQw|cB?v{_$kad!C}p7a@?m>>#0(zs8W^e9D&@yR;I=%UFaMd#!K zlrTu4L2G2uT^Tt7Dv+K)NQ37IJWmlQh35&BH)>`ncbd@_?CS!sT+Nqja%riReOlYw zcwwFL*c9tqeNLTOVK_`(dlsW{tw$_INT&oM{heIQ=sNvNG=ZU{EIujolT8lJk5dZ- zN)PdcMoCFLOz?sb8I(xz(0EucqSNoQvbqLQxtO>dXgMm4E;d&Kb@<33(%g^~{9x}Avu~{dJL6fm}bPiKAkip zRRR5#O==S};D>CkuG4O{iJIe-N)@(FoyPbfAPItqsf9&yE3ke@SgNqy>9VnMj&72Z z<6%`mwLVU5Vg?n2bb13+7~%OLLV1oMoNK4^DTT`kKjme8+x8s*T83S~8hKlz!puTZ zAW!jqNgxFRO{3mmZhn?VtwI*JAy2ScyBv@55T2{)$z;URdYi3&LShtFdOP(r+G-d$ zCe))JW1)1gm%cuFEEP1y+#nnzqy}VIAuQFf#;4tl*<9OZeQS&DZAS)~ni*$$VFnp0 z+TAX`zvKQm#f&0Mv=c58#+8*7g~gr{NU!jcJV_Y%C{N&f%7K-VP9>;N*ic1o%sI1W zx6!2(_{uU?ja&#u1e9uHq`73}+&UW@Ez&H*lL}FkXzCpgOBJD9U_=`D7ify2r&ks; zJ62_JcAQWeY&Jj%i!UWvmJ^h#h#+F9C0h9)eKxl{oIbaTh)Tuz)Ce)EDblFooaR}| zJKp{d4jnwi^64|QH@5&mb9{n+cN^Pl;af}E?mHkUddyXt<75`9wF)xRNFz{qWY!~^ zTp+KE!S(!U#;J}^Vf+Y_TZU^J*ufAqWJv;X;zE$62!timnF9-< zpw}alKEwn3<~V5(p~4WIX|ln9Jk7!P@T+yAdY!P^VD*yrIYfd;qRku%fbqxmHBGlqRqX|Zn<~cn4Fzt4maC#aWL>MnX_&(N; zfTEtW+#swr>1}S4r#aQBX@W|X!FGq?Af_}uLoyhmkz|`KWVKGO)pqlU^2u9ms7Yk$Ds3ltn!I-NjtMVcy@!;?E$eCuD+*eQYfTw zF1i;y`Z4b95w&yNf{`4LtX3RZVmO4s0Am$FsYVb~5Y~|`TH9TgR#w^W^$Ds~D&ylM zQqk`BC`Hk(uUFKQ32O@mnRdOoltD=+qN_aN!ih?vq#z1>eB~seTr)|E7AY=#<&BDy z8Ev4XaN$E?kvhTm-3rzifghDghB<5N8^nVIA=HjOpb^S>SR>FXsKozLK}(|XbplzR zsqs3Cb5lgpkfj5+@Q?!O`{YOxBe60d6Fys=K4(@|SZi%#qe?OK3vEdZLTI;yvxe`v z;Rb%{^;dK1oZ|&vmClTtny)0KwfK5Z%!bD$6#%f^x@Np`TdAe88hf(rJ&Yq5>;v_ z-(xr&B9(_1mMD);qG}D&%wUrY!V=V~K<+}LTU*F#72EEj>UHGwG_{#Idh44QV?!El^Ug5onE_5nj};wCJ;fua5$vWXfQTDPJeTgpwS?0w-Kc>&E^<3 zj2JAPW`IJ3C2SCZP)=1|Nbmz!ieikDW)lLTB+66n*3p)4r4zzacD_CN>_OP2xQ{%q zorZb_2oUWl15-Y*; z07km4=uwzf8yo}DM_=WKO1n5i#v^+hurzrRkm)2EZB zyY1}7o~mZ?R00{C_bZenh(e-LiNFVw4?$!Y>2&J0+g%bXC^Z^rW7yc*q}AF241(PG z!NoO_i?l&Dn8^jdw8l5}+y%4NRm+0S9$z6FjQy^p)U_yvel2txwj zBORt}x6T6K)f!ai_p`maMP*`~{xC)l`tI8Vk8*a8^mrA zS}xN+eFk;p2zWlFTAgmVh0Sud+8yY}1V=6<-R_WWb)j6rZ%l#7$%aG7v!dNhvG6Tq z+^n^(iDZ^R5Is2q_n)yn`JUFU;99YA7w36eu3SeTtRrj$k&7{}ZLIU~sfUopBBY?v zoFuAL>GWcbKYWIJjy=S^Czsghrf9G1!UDF?9n_jEjfE2r-r4?4$JKx>#Yu#>|Z1sCgjHA2O-LH?J9gvP_2~k zJW1dy0^h?Ae0<--_kBFy!}pX6i&}#)uGyp%6x~{#Sg$W7N`WUOo>FcrKo6@a2MTL6 zp7OB9l4Y8DV~k{&^QA9;1?87Xv_OUxv^;9D@Ai=v z412D}E+9X4Q-$J+kkWnM-eVC0&-V)j6Im2=?;fYbkPW*;zGJ$k>5#xzRI62lRK%HP zWurx@Hb$v2!D_3+m+$@>cYp0TTb&*a{xC=T67m>^J*EyW(%)K#L7SQR8G0LQ(BGz3 zuV6(^pume1aeIqOC7>J#I-BbRDkK!jg~5`P8(;ELUi|}?vT-)!p3i)i`NK!(uAD>1 z2?q}xV*BKS1Y_g)cywFaR2mKXofcD5ljM0qC5lJ}U7}Knbh|~??NS;Wb7Y7-XKH>Q zgOybp`xZ&gE<-8ABtt~x7`YAvgu4fW5Ug^wnMfBQ$cmhjkOk#jyOp2C>64CnZYj@= ztx}m}ID{ag-|M;8m2yMg_t2^HA_)Qz0+VH!ET_ekYxeZr~xFgx7d>(b~dCDHq zo?K7MiXDwSI|>z^Cy=rGf~#DyAUs#oQg}xvRyOH$`>eGFgbI4y7OR`vtZfh3P6e44 zVs==G=bOMdI_hIKgEEeyjP>0-Tih@fi4_tRmCz<-pmVSRcnvH=PHq@-vrc#EG%vpH zGM;wiAj3hMZns6VUMBRRKWI^}m5{>G`CTg}=V{rZwky}J9!uC!7!XI;D9)OY?i`L3 zG-N@la1?rr^gVp#6|r|qWDO<~Tr^wb>PrrC_fiLp#F!kRBIg8K>+0PeCt!V369Va6 z$*(8Ez!MT$(P?`Ag5&~_%#-BnUmr%D|lKOwaeFDl_xDh%V4(!@C3GpA9t3e9?z&D9mY`}!B~hL>N&$8X!<=+S#H!vR`1 zNOg|2(v?L79PFmBU2w?wEUCKRkbc#I$l5uv1e?qL|jh>0e(N|k|$@pDTh zERjh~+-*^*k5Mj{>FSjG@4Ow|?Qra?cQUzuk+Yw@mDy{r<=m-LET1^Z)WJifX-dD- z1uSuA3(r%m-+vU+A=Sf&sMksulXB@*m!Y+0>GU%B(A9DFx*Zty==Zkq=VmeeZM;H? z$rN*l6%H%T6C2q(uk3xiCx!lm*;6?5Pio%*;lUzURSdlIWSxpdiWQ^MV}Tik5~aaf zIJMqmvlCNY-$q$YI_wdr8Hx5tRYWd)>?nqfC_<09%O8x2WgqL2Tkwj0JqCkCW35Ju z41>j@oX%L{ygQ^1Q4>rG{ghL^Hmkj5n$;$y#tdWCD&?_=YRw}Q30h|afsY_B6fjId zhu&o{deWV!QBks_NVo0C0=d@}yPp$c7s!${$9RU4Q25p$v_*-815swr7zxszKLI=jvyYT79PRCHQ_E4A!Os7AoF3K%2XVd!x5wMMP(O0-ace6G z!ZO)V(}^?Iwg;Tq?2!u}ohS6WZR&N+FwNO&byzyL#>!@wUZN4cN05VO1(AfJiw{6OR8heY@PxOr$6^47O#0ad21C}F4L%1=_VO-V-uV@ zb&7?#873zuSzTSB)7fBZe2jLx&6#sc%+K$mj6&oI+bdi2;{o^GVOTkNlHJ$NCA5JU>8MOEgw_0Hq0 zY<0Q*yPnB2FFimeHA)*AW7CLyPykVeDsmqqH4KZRuY=stB^1_qV?_(D9T9P1T~16E zXL^JUIRc@b=cI(j<{5z=Fxx0|#l?$E-hPbDET?BOck4^Qw-Q5F`2;RUsMMR>HsMW3465Q_gO68JdTA;PhGYWXLccxc_4z zGnORRBu1hAG8Rc5Cqz++-d2mr*%?fhlJ;!{B#%KQiAGqnmA7bt7Y38QK*j!!V+?gc~9^B7s-uR=u@P#kL*ql$^ z{7L@uV}H#r|H3;scI-Hx{NyJIypU%-<4P{RUQaL1p0h%0WqksGdmG1oo& zI<&TIY;Ez;kNr9Ke(kHAeQ1r6AJAyj_*XBzfy0Y4Brkj}2M-TxupOZ`PlZ4qzJPY2zQ=8 zWlxkn`JR@Q#YDP$kw z-WNNd-RM=dv*ja~I2&5*b#pMzMN!lhv)0!B`=juXcDk5|f(Wn&tiVmaj-O<9nS(n@9tF6$vp}g@#cE9u zNMsJFPVq#>c-80d;tUrbTwryuO1GaQi@c%(ErYPS;3Gb<@sN>s1z?io{G8&2ImX8c zU^_rr0MgF)72aI7HypY5J>l{cLk;*5NRLjI(LUF5;?AQ{tX*#{seJq}LX`qSq1iwAMFy@%1xiegMsEPoVA3niQyKCRL{Av978(zm-zV9$c?~f504j=Hj z_{}fj$l-&$=RNPG-EJ{4F~*@ohxpZBdpn0`;J(uk1R-zxH$TV?H{8Grt{&raU!Lak zpZ|M;%<}B(uHwd5T*K0-lYHSzU!+v7@;z^Q1Mm8OewH(v&>O(Sgy2#+!7IM^XL!#a zf0hq^;CUZpe($$y!b20{#D4Pv5L34o zIS38LxL#3KlEn$622_Ob0+1eqI477njAsVieSDeL`Wn|?_cX??yM$q0cKHhWEgun>!q;kBE;x$pIRE(fRi9#iQk6QdFw`D14*vWuYWQ163o???eGOSYeBc6Ww z)3|>v<8*Hetut3JrZv(y%`|JjNy)&sb2|4(WR3P_)Q82raQ^-Yu=DC<_JUHew{g4+ zk~{Jua_3y#8}r-MM;E^cv4{Ulu8uRT3cnT zUgc-r{1X8D_uu*jQZhIX$HogSgh zdE<}2i7N09Uph{{wo0Ws#;~9A@_+Sge(d`W^WnexDj)dc|H10&D!%XYj(7Z9e(1)l z@cp0T7vJ_v_`c6O-}O!^HTbpvbQ8DUdMj%WKg`w7dmg|4d%uPTs)VvWh&$2G{+}+_kaIwe*R4_ByF$q@sEETlk}LY zLcIi^|NH}d;6oqeo}mQxhR;q2a1 z0KB4SgR3mp!Yk;*8e@wAEB6+{j;zphd)#ij0;-OJOA4Y;Bo|JU7m-0eK>8^@9>ydX zD+!UPTodOCWQeLvP?kB}WXST`8uuJK!Q6O6H84z7eGnN^cqr+leS~roy3;5e$ves7 zhzf9m0;KGYXEo9;bm2ka6g?0O(u~j;LLY?H=rl%)KGG_#y6h4@bMI+*cng!Kg=~&N zn!ISM@z_08V5cR^$S%})49n%6&zU`a$DXkImYqUz2S#!)QxMnSaPP71eQdEVPl>`% z6kdnL4C?!6PmfnR#l4V0=rek3RnAwn0n)*_=eUgh~Oco8!V z_>;f7i#zW4B8!(DAq+!K+;um<{u{r=P4E6yp8uR@^07brfU6zEHD35%?|nC)`}{w0 z;LydapE<>?pZOFwJm(E~!qRVV5mqC{$D4FkH;NdzI6v;UBfWearU5fYvC6w;Rj5;QhV8v*)n@ zYbAO#5DFBgKMBxsYn z+8|FlO0-{irNyMDic*E`)+Wz?{&(@yKYkrwKB{@&2R}q@Y>efVbI5W9&kG$bI|%TD z5?QYg!vwGDGdDhk(r{pIfq|7Qt+f!wGE7rs(?bbJ`Z;-O31z_Q>C;^Iyyx@0D?>hf z^HE-Q!wcwT1L8R5;y1jOEH|7ucADorZ;^d-^E~Uh&ts+Q>dm5=Ic~k>Z<*M)kBQ5! z# z9$g-5cVE0Fj9YMxrYvL;Cj9pHMu4(=<3f7@YXnkHd09`iJprIKTCvF8J?zHal*f*y zpb&c=v-{bd#N`OMES4N$3%R8cChR0uM|;aoQgj4(x!K7v?f!;2|2KprCqM|N<{)r& z9Ot|9dvi5=CgzCU{>;6Urpp|d%2{kEe3PR3L&}LqS@=jlVng|)(vc{H04223$v3W?z*i;L z9MTG`&CohQixf+OwHY?{8277`f<8uXV@;b(=a{5VRn1ZMr+L~$z$KGqPW7ObX$VSA ze=gN-+jU01eM^UU&OAtcW{lZJ#F5z=&$#p;ULIre#C5w4Lbe8Q?DQIUKe$4Fn1CuH zf(SVr;9&}xD~Z+0jR&P1(Bv_d`33qX?}uucpjIR8b*MIK^p;leCmYnps{GgjB5w@FRGpvfg!H+BOlETQ8rxv=CO{K{|r1`n>Tv)WHsTiarK zei5Cd{OrGe3vYSDwY=lE|1&@RlW)eNnLV;V2l#>Szk*kN{}otZtqawf8}We~$t2wt zwZLbp26x|n2g7ck*?s#l2+E}@OH0R*K$aym#v0_A=FFKhC|v)6_3bV8U$l>H;PlEW zL0BR~F|q#;n@eX%N)fGgAEqhvj6}f07*naR0(Yar3mggy3OS50k*mcgH$s+ zzn`_uw)5wuPp>ziT&YoQg!D(Z_UKj}xi@0Zz3eXa`S)JgmoTj}NqVcbtV974T$7|k6Q<#)`MaVChabeio&y#BhrRQ5qJfK zIsgN`+()DdCXV^^SB~*ko7oWz<8tz(3-_*Rocz z&F0prz9Rw8Agzy=Mv!R|9pkB#ATX3YC)K2dMSBSs%{Q5Elv!@~@w^hLl8#%f{Nj&( zjG!SbGK?S}QVRtaEiQ2N!6^<+l_{G6b6%BUoKUGkEMT))Vx?YYuo=7hD)mitBfkZU z`)$HniK{L-$bs>Q2|r~_^fALt(6I~4hIPVHiB8R9xf-xNNEq0H%x7~{5t;_jLhM=m z2*mg}{pB-IE>oYHpwn81UJI%L^_eE?XV38K|Nhr0Rp7&a@m0R^)w_uYL%f3*vC-}V z{slwO4R}{f4rk7-a&U2xRuZ$`?~w;(Xw(?^9@Yx}y692QeDRv?R`epn}a4dP$D2B^uajb;)v&(qqu=K~%i}kah;wqg?e1!r2!tNWazn zH~PK{?J0nILhYZRSYQtzjm!dtmL4`gf6EhB_oGuV*`CjFLBjnJzW4E(a0S2?;o3ty zl38}ciq`4Fi3=y`5m=pT{Gh%nMcvw8wY8{2PKBi~_h)jVL@&Wz9fbI5xPk;7K zj(+VNn_H0TI#yLN$|IA8q3JuNcZ?%v6u>2l-dmzL4s9f9F3EDqFq353BR3INM1++F zcqOu2qK$|2D^RLJR7H6no>E+V_%QqCXD~X!!?^2`B#%GrVF8;#o>D1A99Z1P{M-zo zr!dA4MFGvR2A&cGzG7-(g6WASz9%6sDEE)6bitsLArp-{M=mLOs#Syr7H(tg)_w@MaM?Xs3YC)1PIXMa4?l=7l#;0fTBuq`uW0g-(t`OB54B{cfBqOLb zc9s?En=SmH#OkK&(3@!3?Djc&{6TL0+?RO&hd#_^yT?nu{|DHA;1KIuEpnrYe3+h| zW_)~{*{LZi^RtvoAyE+00H&G~RDu$fpv>IF6doWlOCzfCu@C<_9&qu#15m0mH#W(1 zZ49(TDqGtg zsyvOT)JT1e4RR1^0f8A_5$aSpin~Bzj78^yG=)KI84N7_0mQMQKNMJ5MgbokXwwlWXX{I3p32kPU4XxOonHz(@hiVajqf_(qzm`HaWC^fr&;HqjLuRF7cp8 z+;_D;yLBB#GMOvv+` zaw%kHYLcn3x|427hdb)`TDZEw^YXXC5cj)Kt56O++NYO5!oImFhP@7f6ukZIZ>MXW zw&3a0rpw@)%6xRu-@*ny1GH9ALEB*@Ip$pCSFt`297U7W(D0O zr`73m-_n5RU2}xYDAqdz205rwjjNye9KP?RFJx|UKjRZqeC9K^5~uL8m%NDi*%`ii z+h^&w+q~?1zn35V;n%rPw3Wo&gzi>{K)612B8QE08_3-GA+P%WS8(mquVwZ0Sx%pL zh{cO9-G*zPdMVxqW$Y;GJ zCd<=IUp-3{fuZO6Z`rgU!yA;ycB$@&!7GM(<~mbzEkOV#$ry@|$Pa17a9{ym z{kk9F6QBHR+Jip-<@bJ{|NS@K&dneDLw@UbKg!zL8rNKN4X=64vxx-U`j21Y*gf|$ zHow5Fw?4#6UwnxFB%*$TBz%8HK;3I$YaZ=$id&y;#eVCYSGB!2C zFv&;;DS4dIn3%!>2M%8Xl?I(bOc<5jee;z4i?aV;DDMJYbRRKDYYNPAL<%KkA*Uj+ zIJSZdmvMfm<)7xj_K-thZ(WBtuX_GM>b=Xcxq4su^`XVRxjZX(Cp3Eja9IixM-eua zIKHoyV139#>f@8Nmrrr;u{Mj-E6hxkIkHbsE%`)3!_eRvT*F9QLrGEmT_Y_-fsYi* z<)EwvsWCW(`?bvu&02)?Bue^7<0EX2#6v2dEE(WueJ01s?3-?~aW-a<44ulhemo2e z2O8P1N90Q?r3f(?kY$Ne?hZ?60YZ6%7;@hSr3gHaa-ayLbuB<_@Yw6@fIJzHCkCT4 ze7{Oit5NkWSudp*XGEnc42BqMQA$w?e4@aoREQX-h@uwo5x*UjM4?IgU1(MbJi+Gb zIiC59EBU!MKA*cE$hrCEoAG_0AP87lSwSct^4u{O({DT}TOnBA)}R!*2x(5uvDxpF zcTD1ieibWtwsV9H7h zMi37YG9$=z35yT-#p=|ctsz6xPYtS@k!3@wp1_wr3X3%tP-NFO78tTyy|J=(2J(%}H*$zmZg(#kUIw1L@K zlv(m&ADg92H0qe)kc;*&@S0b?3I)99J?~*_Yl}vs!641Z`a^=|IFw3XugiFWStM`! zcfUrnR^#Z&laBruCr+@pF+u1DEZ=jK-~3PSM(UIYjvmD?`_!WHqEw5j9@7vFzLx*ULjq~8ihq?EzJ2`au zWl$aC?79Dsy*Ce%EW6J8es_6WZk4rkRWH*sJu3zrfLMr4+yD{|NDA5(P19T)RFEQN zEjB}z!;Y{W21)-x%QPLdtx!mmX_=xKS}58kCDKDm+&~hf0GI@U!2p;IJu}_YUA@#^ zxxDQz{^P!vl~vt6nC_aP3{0JgH<_K4`Sy3uJ?DJiceYr6?jqm+mv_i|T{d_2$W~Ta z7%Z}}y~XeR_V4j0pMRFoc#OTW4r^-+78cps-ngf0e_~&`_Qpn9O^b|xu(Bu&+F6tj z%IFeD7Kcd7Izf%25(4ie&bv?tYEyV`m`Uc9GJ?ah=mr%Q`dYce--nPIlNxgiarrJy zDR5021Y3h@h{-O-TgCpQX1TitKH}ml&$Ilj=ZSZ(aawl}(@X;P*;?r2@IFHv9ZZycNe0Rv-h9p(u>d0JG(|%SENg;ymaL{H^1-&SYBjd z(5ILbteif>aA}!gug9PNvmfE*FJ0ukeb37tSGDf2j!w1gu(o2^}R!_6Gw#LrhF4s4< zNb(X?gcA|hZ``1}xD;by%XJl`k&=ic5~0}I37m}Yc~T>=#KI7(kceJhUSw%` znW{DzFHmuYO1kK*&)5iFx^kT_UcAi4_6T&0>hvjXql7V=^&If^l(%T%>7+5SlI(15 z@aRJq_&fjoU*+lNa(?{Be;gqcwY3N#NwN;s3-YoG3i4@+HSV^zc<65JNunSJ=AwkX z$u#VXa{(lyB9IZ*7$T+6am;8kg*2tKCNv(lGVsoN1BBAlwLzsRb!{o@n(1`PPygf( z@sSU`oo6rZvA@3uUhw|+e}EtR==X4W0#APIk9q3Z=ct5a>GWB0Aux4KtreA&OzMhB zT_ZaktP~W^L8K|ILnSFrC`Qwq+InOZW4sKCBF=->)F$XR630|!O;v?X<#gHxiYIBp zH(dJWd?fT?iPF@-a9Vpv)paAtA9@}NsUOYn8Ypg*M7>tT!~FKaGexyrR0*O|Q9 zx;@ys3{jLM03#$wVero5y`VN8sDPRPwQ2?&As~v;UQ?Gj6XQvf4&DrS;qoq@|I#++ zKkz6j9%03Zx-77Sx{HoN%`Hw8-lZ59p`Awgn1~>@>TuMxA;~nR@-SIDkk}qjh#I<_oif7hD;amrX)u}oMDKV znkWR&OJ*xuv%&V;Pf1KGjgDN2u0f}%ET?~PdBnX)r3 znba01RM3$;G=FMAN4`OETB>|PM9|A#V`HNIv@P{ zv;0>d{XtIk!djbr06+5M|B$Die-1aEFhO9G3e_KA#i>W6SK{CsEd$&EA0Y;DKa{z@Z~eud~3z7tZn617{c}f?=lVXd9%7(ukfioa!aW zECs1JcY2vi*LT<-j}UQ(!%7vmBN-pVgaB)xDv_~dWw^kj_pNb$ZIQ)JOe{QgKBe33 z((m`MUXm9T)nt#wUP@j%jy#ofZ(ZOsNr{vyOvoL0>k-xjnJHw@OOpb;3WBO$1j4ZN z2w#CN$xT7p2NCso=A|pF{>fF||HL~ulUh8Q(KyE=h|+`(5~T#g;ed^*z?%wFE4(Ch zftHHWR8;kpUaGOiAe=+W00tnciM1k9(CKODDF!}b^;DPPAcJcos;X*c^T#{=D$bbh zPgvjBrMqwgp<>clQCB5cL!5P}>YTlC!S(H3);D(9nH1DcB6SpI<@ab#fQS+%`GhMQ zd-T^gkx`0Pf_yZhD2mWJq$t_k8F6EKpPi|tB1W_k-V9XKs-ajQq?Uzu^g1c|XvFR| zeE0W$AMbiB;$QsMOZ?Vv|1N{UfIOd2?e0NdViy)sD{D==6B*>8UgZS0Tzua+u3JZT z$E|_z9Afqs=N5?kq4iC0U}ievNB-*{;fb$(2k(9NyXbd9t?l~y6+ZR3r+DS1mtk=T zt7o9DDas1n?FMJHw+C5vc$elU8g0q?w$g8N$8g)vPwdTVuaov5haHJvCa01l3B6RX zywKzH(tyO}2s6c$6=t-9N)n1ahp0U$MK?-VU0UGk&279fh?$7Eyz};sWBD`?nChsi zbgZp$-UN=26j&J{b%fLj)*`pC6xmm#VDOYeT-<_OJtN`Wy~nIT)MtP>4JLqWISd%9g}r>@W$W|8g;Jb~-m?2x6?>3+#N0>*Qf6L>%^6WEw z;hAT+e&Z(jbV4`H=w=<(H@9H0M7pwy)|&Co4&*sT+W;_1GQtpZr)cP2bopADw7dP? ziG8)$8xDD&jz>h5XF3^S%AAg>h`k}zj;Ny%!r|%(u}G+@DN&lRyfh?@BjN9iFcr#Kv{Fc^8JikJf)E*s43ESJ2gU+Z@HNpOrL+^K#u2AoRA-f~os^IN;fs9J zxwmp^Z3*jQv?@VqM69UCIZ`X$G#um3z2!$ilG0((-^P+Q8+Yqz(k}drZ-IA*sAT#9a^-TT{#4)lG0F@TH_g zs4311tP@n$;k*VJVMN3%9d@r*Ur0&>#6571?c9)G+r>IVT~=6Yk&_9vYx-ZP6q%$* zolql!8176>`~ZBRumKo@<>vKkJod<={NNA%AOL^&@BJJXFTTXu*|Std4p|CG0+k6` zg>#*naqi3V=R?E8d2Zn0(OfiYDf6F%m$pXCtq!1}-#IUNbu85+9yqIETLaG&YU5BQ8>gdXwb-zy0R@TXI2HbR? ze6+`8uZJy$M7;=!#aAO@91BTEi}=doZH_~Sv|_tYv;AoR@ZKS@l;eGf6gt*KjYO3Y zHIV`pDQYaGEhuXNXoT#bM2uBsPzq56*5`=0z#C6#Gtz7sYf?V{g&SOad69QM{2*GT z7`sbZk4cnff4s+Xl%b+7apFm0fiX38<*3aRi>IbQi;^sf>GfhdTBA%JKqCUkG*lCc z(jd|ay?&47l_5zd!4;s6%cB!8$!nxaP%6dRkY2(9Iwn#P)-|MasqnJRX@$>>X>=*? zS;|RJ84qy>grKI0biG38E-F#fbtCB@6zB*ib&$(67EA?ktBV=Zf*e;=6Y~>UQ>h1S?vdATA;Ig z(II{4n9!=XNdFr2jeS^w7l7269DxI>W&N)>=ke8%(SSsvVOFNR1lw(6OYP zPH}mK*HJSJ9AqNqeX19CinNX%_mSvIG!&E>&+)`@y_xLzPU{xchr>}vzt_QxrqpGL zDGQte>kIG>SLH-Wf-si2D_~k9tU*hOv-OvEO0S3G@?lnNT^*1~`3P6#XbVy}q^ZD^ z7#%n~%3CCo%2e303OjJ*nQ8S2g?FTJ#A3h8%3_aR8u(AbTeOrAYqrWMH}^_*wk%~~ zQCbnj2|_xI@T5IOF}V&}kac^M(+cH##A=1nXu_xd_-X#!H{QqMQid!hj3*UIFTuH> zu2B|K1QFdVLaB(_cxq>{K16`MZjWv^p_9ZUT7fn}15#FDU``}7BoGBo7BujG9pRJ;4x(*CLc?{NQK4=<_jhG2`CCU}y<=pH0zUiCzwr~4pZcO1pznn6cpT2ubh3neR8UMN2&Iq?vTjD=72Ujf-r6x$ zwEBuoO@o>T&#iKLd4UJcuClVwBZ(y58W0ArG%syz@Y4DgO!wHVECPcQF>Mi|+wD_q zUV?5ymUhYaYiyO13?!r(pZMZ4Tp4@Pr4HVw7z5~-G}4en_)$TUq;z{-oJcUnVy(gX z3MXoe$kCA});9Eg(phi@u7bLRZi*OBQB-uLV3;a85k$VknF^;3{+2=KC>i^9H%RkO z7YM$!Yp$c#v??XmHfcHU4q)7EC*yYY$DOq3W>9rDIHVT2=^d`B8#sG=SO#qC*kXu8 z7|h$lX(Aa(0D&qm`QGpR9v(dn-}l%5HVX@jjIVESg!>g-`zxqc{i}%Q!*C z3AF`dO;7?!I~3F6w!7_x#5MSxgAeDICqZyYuBLDqrcK; zw6lY;Icc{`H68;7l_Y2(nU2ReYtd0enxvs~fvstK?a6z+Rt?xDJZ28x_S-w@RrRK{ zWAn5Gh6B~}CRNe)q7vXyBuPvZ$HYm@($W&$;S!bg?2V?BRfR<|F%Wf!lq6i<*x}}0 z&b4bdLNRxSc51mWp$}Gge~h|@01?M@Iw{IqOcBs@=hs$Q>}LpDQ;hfNbvksi4C@@$ zI4Wa9xuLVjQx~_eaUbiduusy!bcZz4y!UO7@vcWN@W`nJ&UPbuzJSRVlsiOB$yCiC ziCDj zTUcP{nJ>~?I}OtbI!hsrFfw#kPSct=sY%qBEGkH(L3(i3;|++mZ@BOvEy`Hpbb-1S z2nOtK)jae0mr2qtH8oBeX6pP6dTxfOYoibW2W{({dqjAMf@ktJM5KvEBr%M~=s0Gn+h_Os zO;V-#@Hc%6KOfc3LI40D07*naRQ#9z4FAVJ{T!e8_@~(1*+oSOqSI%4Z;a}6sZdxM zV}z!3Dxe`%3_@V)+a>bEp`}F-9;8j%51PLta6({3c=fa2a&Ycm;n(ZH54mg;%S;TD?T3NI<>OS#WZ#Fx2dQi5V zfCWc*GZN6)x}Xq(N$mm;=E?@sqGF{V(_K7GM}(Q`)JeAXr(E6H=A~=9fhYj*Ko7r} zW*kNsH9VME@mn5m&_dwziZL;f3#qA{am6dwH_5bMA&&7nV{=sD?Sv@F7%r}&;)H8A zws>y+GDT5hC_^NmLB|^FGy1)hK__9ko3J1qT?|m7WsMafI+5NZMVDN9I@*zFi;pd6 zuvRzveiis2^%RDKCS@hT2*>)=@vlDhEZ_O>j!0G@Bg0;Lh12KH!+0NOE4(XlL^$v9 zRH4N^6}Sngnh>o-X~9 zyy|KG@_Ed=-sGJe(ra+GC-&8A$97tGypQMV1wuek*Id21&2)c=O-ZR|bra{B6zGftbYwu7=@?3IF;}nN;FF*HEbsfS4>P{;0-2Pkm8Iac0@MRZ zjB_DE@Lq&y$_Y@-dS-USG1N755^xSv)hsRcIlZ<_Cl-ud70_b0(Pf->_VOB+3|LuMAn7G+Z|`#HOINva{RW%c`|L~wUMFa+L%R;^F_nR`WZxHTY;0i8 zpP?)ZY&|6wHF4yTQi2Tg``S3HlUOgX)>GlAT^#}dar?pSU;?T^_E=s?`PC3Qcp&>?QQOV_#v*n{4#HS&%5|5-~V2I=M($<;V1qzm#(hkqz;@g z=WtF2DX$qB`NU4_#9phtPEIR8Yb_iZK!R+HvjXomhy*7cyCv9b+uYpRCzdtdSSGb) zT0_GMxleS5GWy0&EV^t#du5Y6;21F zTEPG7z|RqaP_t1@Ip{XslH1g19nGd!{Kz|w62s=n*(uMva#C>*4&*sGO z?BxwU`Se9TcX6GaDcEEYlP)nfaR8G+K($GU&>EFx#8HY60;wY6G$HMDiINPY#<&3H zD6KSeR&BTJ}j z1_vu=SQ_OW+6D4;`?uNBd?z6B{OtYgG|YYX_}YUUsZqU_G@+kifRuNX<2|Sf?mxZ4 z?)C=X@$Y>*Z+{5>yPx|^AmGBoiGsw zMwNk1vARR8QjG3l<36?OQRyCa)T7oNDv?m5LnI(x!$5M}{WW!{>nIOZfvv0HFp>^l zriiRZEmLwIf$TtM3DF&5iE+~kYCBhh@^~o_D%7Wp^=$8tm=>YKEjq!YFizrxMn)-4 zgs2i3)DRq!7Sb;pu8eG2q{yS*+AET1z~*MbaOFY1@ccS|{KZS;M08iqfQ&K16HsuW zXP37&)ZV-}a5PQm;Dm2FNjG2@0jP+4JOvq(r7?BB&+;JUiO0`zYB5I8z|v>x6!S|1 zGVlihz49#_+yxMxfLh8RQu1mXzd7=s|M8%|dg8f;=tYFQ_C zVs~rDP7em~mpojH5OZ~=C~e+)Fg30!aY$4Y6Ge)$D)1t-%dh}-19O%-Jn(O1cTykH zX2eNI)f7{xix7Ee2~sfL+Cg@D#7T!rxghCg2$D5Af~q)>+^H>8V0=wpRqPAT^&6YG zZi4D(WU;_IMJ>jn*U@fVQ!0lH|vj`~%{PMs2 zI3NDjcQP#{YEodm#5z!}1}AY|pccfY~=nc8Peue+#r+$)C9r(|F;(w;o>jn{cp)pi}1LhjSyw*r5 zaWh4Y6FadJd#!eCo|dGY35$dJ(=0-2Y5>-TS*3SPIw~|Ftc}GwuwFFKUp?AX z6dtOYGM_Tt8{wRz*XuJpb&90lXHpw(>`Zy_$_CHBc$F8g++c57;Y1XiXp(>rYVeZ4 zqY{7;N8(+bIZK{Yrd9^ohzJP8FKyVD`ZL|hpPd|;01IS zLJiIo2pmJ1tOP9+n=` zWDZR&J(sU-Fw%B5@Vx4*lg=eG>&ryv2H;E zV)nMORY*SxM`ZIz8Qlg!NqHZEGh0+f40?1kHd*1i1hxydS7f}>+GD&H`6k~`pL>yzL(*w{#ds$ls zLvxR)mF1v(QBFgB(VHgf3XXGO=@gZzDasmeOI&3G%w9$Tf%h7e(7*g`FbC70GvT4r z=~5LXbycypy2_2~*I{duQ;$B5G*dRNyue33{2{*M+dse`erCkK{^Y0VtexhC7hYia z$fN8|a%SSR5HbhCHYeo7S)JI4-K`x{#tHl#oklab-|p{iy<|36+>Vn2Ga_+|*gCT9 zji5A&!l^I_M+rhkcvpuAl|~Wb7H*Pg0)ZTnN=gjYX^PVGd!Kxkw?1^5@A;PZ zP??vB;vt9{rX|)?A&Q}2`*40suE&Nuak1+rB_%zb&9|A{Xak_ zgP;FL|Cnc=d!E7SX{I}S=uQWw<-s*Oggk7vapJd5?8NTMj+q{8xIFV|mYG0iJGi&6 z^UI83da#am8V=2j*K`n}?wJ&GF9&U_D9NOihH$JdJB_`r8+qB0=@ zP$1;++Vu#$hi+$pkP71jQ|lR5o}IF0yQrDwHA!cH7aDX5QHs||h#;MXx<-o7w!MYC zJ0ZjOg$}!Aa&*#YI4Xx1j*Xkwh^6NpZ+nc6u=rw3R9A>dl4Kb|MdVdYQI>R)7?eaP z@LJ$hIM2d?a1LQbK;Op+XpN`}oTyNVAn7gg%!@f+dU=ClI;Gpom=py-0hqg7o&cRevJKI=O5h;bx5-%HV!1lV_GGn+4YcK8m z2Mvuv_>eoOrc<&srIV&?-MB{9>2TqphuPlRWV*G%5C8SQ#<%@j5AriV_lNxRCx0E? z=~FmQdg?TLn_D3rD8s!Lo{N^Uar8Mju@gJ7*J8)70?+B39d=mF;_GIyO)cm)8g+i& z$(gxjPP+~ceAVlL8f$kyB;ar&ELP~SgcuBu4!FIxPUjEc+rX?oa|oK=?4Or0d((c$#`5 z_@mEUj2}h=`taUjTuo&wYGWWukPW#QZ;3O7 z^aZBaAQCy>`pxfQr5{m@ZX$g_mI|DmQkPRm=OFtBz8oh40?-Md*Cp!q=)@7Rsj<6z z6g!(R8IhWjbEj6g|I{+47kUhpMph+ECs0<$b6B$*;5L+sBUaZn{az1t_vm%HWJ%2K zOE2=_k9>q5{J!_`i9a6k&wlZjsA@yj?PFSyPHheyci7qR94KF-e9ei|I> zq?<1^5oZ&rd5>2TfyOC`l>*zSmU|0RYmm-TwaN^_Hb`-SQfj7*AsyIT0!j~2jcc5{ z(|w{eCC?VQc5|1H{oZHzo^O30%gGYB5tKQ^L4ia_Pp993X)|y-hf@|u0APgSHEK|t zszFA2h$58B$;&ZTc6s;Let@?=azE?qSFpvHSY_naP!wZ`5)KH(2dS}nC{2dImj$LO z@YR^a*9^K{Ru=mVdOaR_gD{EZ(#0)O}K|F2B)g8pEM{qdNn+he+Z4SD7aE-yH^ zr$dCLnkCeO-|#-HCw5|ARd(!}*1^Djq==1cy0^MRe^+yD2AnYXnXX`)F5#e-HM9Bm zbB^V>buBUPIOm;|;1;LV?pg!04!@XBW6psjU>0qOEJgdEDQLaJIu{}YBsfncJrM+C znb7S{fwfrdZL}ul_DeXzkE^iVvSzAM=&!)Y@a*%i@Z^&p<2yd|IKAalu=OHLYLYCb z79p~-Wr-336Nl}2;X;#M6w0fhJ*YdOO-WurPl6Ui-jPVpVmIaM-uXBeUwV4_)=U+U5t7WEBT$v+X%~C((!7~qV|Ctq57P_RdW;h(;knAl~#4@5T z9qVof<0Z-z_VzZXPMu72$5T%| zO*ULace?CuZJ{zC&BA3qTEilAG!7kwWrN&2UVEJrJFz#D9j~S}g9^hzJu18p1k9#B zKr=`mnGpxUP<8mXZEfq25=2{55(n#<0XdE_VhK3Vew!U{sN8 zT6oEz59kFtPKYIxlRd6pdXe|O_v<)w?hM6f7l%U)`^2Kg)!exUvuFMD;+^pPch>iGVSSSDUnuK>!>S(^$sT$l@|x+{1Cx; z7WN~&LsO%DP2_4~UlRL**p8=I`IEVFfUowq*m z7(e-A{{b&=z>og7KZ(>CTbtW-mX;{Iz!eqe9)ByN=bwW#ZFgf<$7;#Rco`aBzD}v` ze>3(fv&PvY^D58itgSNl_By`};qT$~RrY&+y>~nWb@1gjLv*M0&QEA>xld2*wc4?H zTC*C~JWRZCE?!8yP))r^=6L4?)Wib{A~q_Hw4cZ!D}e3Z2_=b4PQNn{O)M2&aR*$OJ^ zqO}adAkLy{izpq`9w8zqYrr8QjT08*Drzj&ROqVY!hNTB`kBvjd2^Sk>{CnxES`f} z5EL;Cv8{+)iS`EN9fF`aSXBipi(Q_0>^yIO^bDta9yz&=&Tp`w#w=x)db*7_Qx=9@ z21`R~U~_+;o$(Y@a`>Danrwv5)4kX+j2vA%CM&mD6k{G5D&Dr%<(nTq%Lg92pL44{ z_C_1*?FMwG=ynlOL*-cR4M-78cQ-k^Hsqrp{m(hKn(!C@oc#F3?SJfUx;}KiJ3iSOel%(DEfio!cWsI1dUN_>~PWF&w%; z_(mbdx8t8baEkY`yb1023H94Kja%|HcbWe9Q*G=PpcpMvOX6l7VFN&;nRPdkA3@NT zCPiou-#E8`!H%Y!+^yde&A>kUz#a-T57pUbGt4$}(MXquYM3*4RX4>p2_mNUT{dmW z?|k+mkG-}pS4DPb^xqD|e&!_TUpLvG5jpI*`skQGRU^p05WQk3v# z-t`E-|MW||^zt68oC};Qp}>2TBWMj0qAe?Aqi_*W>q!#P>!tKFO(F{vIVn?mT4U;* zu9A$Mpqyypc#*SbSJ{|UZ0GBgvvc33OyxmM)r0gkW>O#%&xN%ikKg|&=T>@T!r_aY zu9fJ%pwsKHU#(Kcf*TWyuXDVQ!Fwj7F-x6{&Cv$m@$KKkd*3$TXa29>WMlUxMlN8` zhjBQw^GD$JNr}**j~3Qb<4__(rBREy`O3AX4lR8E)=1o(I?jCQK;ChX70uu8_Vuv2 zyMGl9=??1dPDl<)1xMH09xF3t7YW!IkjKtmWs49MZpKz=xt@p08*QEU#O})8)Ky?F zz(|3afkc{4u*~_*wrjG7R$uU7;SGrJo0^|E7it3yAwo9 z?vSo+vwySS93iFq#t9wlRm0<)Pr%F^?x8bvVs~L*$;tHNTO+($D?zOkR!N+c_@>`g zNYVLr${q$tEy5DXpd0t6FyI_y5FEmrun-{A!c_=Y1zkJaw25!pwm2`bIzeTNJpKF? ze*PDq^!9%>VIc=gz2hssHyvpWyWs~-7Ad*7*h9cFrTM0WBNzYoZ&o{j9 zoji1Ug<@}mAhls;Pr7d$l@+R4LNeBR$n%ojy%GD966+-*?otcI)PP93lwM$ELY#J~ zon&i!m(9&>Y+l~^q|J>7=gyqw9dCPrhaWhPs|&7Pd716a8#r5HO+h{h9iEqm15Ph4 z(2*WYO%lZ^IE*?nUz(MDyHu zW`YS#@-&F<)@6>C(CwsTNrblsUsohbGVJ$A(-@CMdB;MUa;o29m?g+qGsrag zWQ=o`@BR-K(XC zx~yJ@8|dG#&GR&0ZMjnoMl}Cx!3lTs>f71Ey_%fe+pp;u4jqpOV+G8f(HY|T)#^|4 z-)+@?4(H|Xa(VOF@qrj$$tFdBn#&{bcF{x~IH)T^YY)Q=MB!ZMsBGu*L&vpSRuS@! z0^d*vEUI-}P2OC4PlQBC-$Y0*bgma|7F|JU@H)o1P)M$-lB+k?iF#cgJ^vV`*+o#} zg$c?asx6{7s5UnT{t#hCDTD#h2;VvZB4Kwg=k(emj4IC`eddcum0~T3xiG|v5Xpua zYk2UJNMq^(;cEK54yTqD=yy6GJO+;wF?&Ugk9w%yBG-0vzVO0JZ0t|zE-X_R$H6S4 zweUbo9I>=?V?jrG5@G0QPo@P5i>*tNIA&6nSgDX%%HE{p>iP{vdt(HOYLau|!Ug_^ zzxBObz6t-$kNyN+3X)Ejz1pGR=M+Wxous^*TnL7Orkakbfrrv5zxoXvq!+Wo&H z2lZ}_;mu`l>Y7$C&4H|roYjg#|0GY8Mg*k@k8>{Q;I*wt+8h3EfhO~I6dv2Eip)Jb zfz#uW-k^MNSfRI*rjrB$ZzVmYghB+(!>|GkDy6Cwn1m=@=9T>^SAYNW~=qCdrCcOROvwZ7&pWwGX^#X}lpz;Dk ziWA~UiiB{UmBKp6E6d(EXLC0vQIbr=c-^C{9ZvTstYquPE?2H?GMbh+FG4+R#`C+g z<$2ET?k?kwpudokNQEg4(|kfSjIqvPj6qd~t`aPz2{$Da<2^1s@G#%`UH?7+|M(Yv zhxM0VX6@mJnUqryO{2^C$^OytE{eiZRuDx9AwpLG=ZUn&d?inoXVF7bXPs4ZZU{ERnawu4Zk}rKcqwDM*DU0U~G7&Nt;$&GDSp?LKH9 zk|xrkO$!Eit|q*Xykn4LC zsyU|wLP&(y2x3A5#{a++dVBUMUKc|QIJ|1T=aurAcFoQOD3 zuWy~7!+DRZN`&xaX-byHp~sg{pkrzjUU%59J(sR;@#6XhTl-TA165%Hd0B`fC-NZD zD);bl5q1CoAOJ~3K~#1a^g5hdTV{1>KsVNC=}99^uh+u~LGA@QP3a95kt$&{DHu<4 zoQ1D@@B8`TANofA`EOt2AN}Gl;L{F!dwZxjL#AEqEV{V8>25bP35{b|TqN#va5ixF zqBshQ9$%@GWdUL0#*xUUwK<118=S+n5xxNpwNdwMeRuJC>@=BVM(CekpKprDZR#$l zJ9GO~V#qqsLVoAZ#UUqlWE-N{&aqN_{xPCS2R8RTAr3v18b_oA${SocMY)P$FX8;!G7p?trK=Qw z{v+SQLl54^>e>pM+Z*h>_#(-v)u5+Q`anF6Q_wM$wdg2jQr3LosXyVd`?XP1BSvp>r3e=g^je&ttr;o^&!X^!qMAXP$H)rcewgO9Nd6cUgUDHT#k zoVBQ44>epwCxK`zWVpwza|b|Hjj<+W2N;jwj1r#GO!aRbrsarVA*jIOPNsad`MJdG~`oo4w)wCI1WAA z@(EG5gVrH^?W?M3Z{tCQ&wBknqCsxrJ)*5cSqoJS-9AaLkF^H!92qI36!wS4|rFtIghU zr1n zPglcAzsvd6WzH-PSzKIVeRqPD5#IYyr)ZARx3KtEb6WE``8jp?@KG3iBPEgE5KCAd zWIT9ojkjDl&x7}^arV?Qrv`n_omoK$LsjP>9ecH5GO5CYBQuyqgAy+r^$sbJ)Z`nl zu+&R==%L40N|r%O^1Mb`L8QA(#}%MaZ7UGbC|h8V0;n7^&VU$Od(xy!ob=e-8gu2^ z7BvYz>QMQRO7&4Ao8=8&1d6fnVf6C|tn=h$$?pDyYa5$fx^j~%H+Q(PJ7QFNtc*d& zI3hgFq^EUMM>`GxX%bNuQ*2$)>!b{a3#3VcF@{lIV&fFuA0TAPXP^2!-byaMc!^Ix z^)!Fy@BMww-Z$VM{ZHSG?1z>p(isbJ9VNx~f2U?8XhqbD}K4Y~CQZ6~jRnD`32{O*PubS0!~( zH|f)Y(f)o&yL(UV9WqVHcXz^PN`bTZ{QqO`&7*C~nVW+rMW0)?9PW@BDs;m@LH$L+az> z#PJYgoV1P~h6J@5eiXShtkz^}Ywj9Z>-y!S#PdA-FvP3Y(We*D#zIkmC#ct}U~`Io z51q#7_7*11KneV)iVOl*8PFPvjH!th!^P92@sKQz!5D(6DX3JjSxRmHe)4t)ySa(+ z1IP=!z$aZ_r#?Q8)|#R}z~niqT15o`Cd;tK5Z3E%PVs$$N`)wj@I22UoQ)w%bMmb= z4BhXFAi(#1tWpTiBMd`|kqGO*B753vT6vytPw3nIP36D@c0%qlQW;J9+qI*o(=1>N zo)vBi)H%u&w3J|`7BW9pAsck?w8rX!P(d(WM|z65QKK1a?mM|bYTOONE{A3RIfwP% zv+YcRB+C*!lTnEz)8j2JJTS|?=?UtgL~4x%7RfCD-g;# zF4 z8G|@xab+FX-KEHNL8>jN5a|a<8M&S`Giv1IY?j8dMq&ksFd|8YEUtGs^u!{zC>XE# zRD6#hl=#giT_fmrH#vH88P9Ie@5a3F`7h)ZFPi7i?>fVmzI-<bqEB?c)lc?@aH_`&@cspu>&VYNmmw@@5xwB6XK*Rh3$ z;Q(Jufv=#*h{6zE);dS~F2lgp&+`mh6nLJ8EppO4bI!R0@91R6^aU4^W+e%>5afC8 z)WVB`ILn-~|5s*Dd!%KxKHEvbj+0Uf6$B{HbC2=_TWj6-wBCW0J}oA|IHh-?b3~Cc zR#jXuH_3&2r*HNUAStNeMfEpR!? zmyeKeF6AY3PT;{ztHA~PX4yA8K{J$)#n?2asszK{CQ@pWY{=yF1X3v;eDDxqSi=|( ztcM+8^moa?cqT^AnvF1J43R#KuI6p5AbAp!`jT%&pbt*X}ro9 z42Q^|;(DiyN4+)2BZp7&z~NKG+Q$Y}wDMf41MPTp^R(PIiBOIj3j~D~WCdiofgnPQ z0HXqg7b5%!D;37Lbd4;};kI5d=OD-1iXs_aEd}Kl~vQ3Ge@pA7;JZC#%=N3i|y7w1TMN`mKb;3p_mKA%(!P z_v`KJFQnW-h41d=+Ac*rvy17T@4HlA5@UqH_WO8|$JqEd@3`$&>eY}}z2aru__CMq z((A9~ipwtH;tLNjG1lObhaN&B8T9)I>n3SaE<|*9g<_Fq=p+F^1_4FCPoAb^NkWk%E}|Nx_dMU-W>R3%0mK7}Y)CQa;VH}P z)FijR?X3t58|xb+!vWgjB5S2kQ9!)8O4O+Fp7*?mE3SAJ_dfD4y65^I@jO^wL5xol z1R*+4*t4*}_uPIvl`!D=v17zrZTxy2DJ6rA4e~f9D*sP6Ht?!dq?BY?h8Ygg#^8q` zzVA~A$uLey2Sf6qi}bdmO5aEN{=drf;L{#ydAoXPcAvn}-{u>n|F%E(v^p%dYc#3J zP(@0`hl$B1b9*MKRy~q<3tweK(&BrLdoa&qvP`28)N6IBVSvoa=y7*Sv&^5L@1XI0 zpJt`Pp4ln(?U`k&RYhe3GM%7w%2>UEi8WE=+yco6y)g++P7aU7C^6&UG5nvxd&m%V) zSy)Wz&@g3w%~J@SBQaQv14ZmK*#V$)jSQ=xG@bqy*=C2;O^fjAWR)gISC=_?@+7+5 zW!w)@VU4%H<9}iQUih(}`&}M==wWL6_fy-uhrxOmdVQ!)68aT4!FV20y0mbiHNqMP zpZ65f^GNe-mxDTI?42)S``d0V+O=3jzT3z2(`=*Pp#ja^xy57cruH z{&zq57XICT_#^)AZ$67(87F8|7;bD(-?N8cZi>NRKp02_ip1tvU4VrsiipN)cz(!6 zw~MuIp7A`7G)=L24oVS45wcn(&vUXe{>N#o9W>SPMV!34#WpG~`35M?QO} zTfF_vSCYql9)0*>25F4+LyU5Bn!?@pduC?1{W}k^W#CW#bdu%%89<<-3VLb=v?1Hv zKvg4N@Z9I}#@AekOk(c6`!3Qb#ONG>!mCw~QWE$j@M&rSaODzwMUIOk9nT~9QjirI zJP#QJPcFYa<2k~= z3oJ?6BQhCAXapWgO0>waHo@}(>NTIJ5+Vm#34t#MSb1zhh;ME_5{9#--pjwOCNFX_ zub{|stSJyWLl+4`X9P-+58DVmL~6xY)g#IK)B>L?FTa>aj;>MY9F32(5^I$M0U!`4 zqzIXvJ;1*4kP8+j38E_PEsaSnV_`%!s!$AvWQky?9GgR>;%<7Zht6}1@Q9O?V5BG< zD5BgVb;^sLe+|#N>@HRxUSyahR2nUEEEE|Mg%rk#Us_f6zBx90tvr0`qVc3CFs20R zjK+<0g?7i}lkSiah+XslsP9Hf@3i;{D=lW2F*PyE`spR^ zc-uR<_03oF>CZ3n<$JzDr8U7|FoaA)7=qt~OpwMILR$udF1{}bf&ha>>tcIxAV#T~ z-Q~*N&P#CKi0yB;6={r=hDsEtCZ$kEn+gX6L54 z=@mEf?svYD|NV#G#-YQHlcp(oo-@o6l+{>M;9=+-KZZ9x&Sb0QqLIOXL1&9$+m?}% z1Or8-LJ$N5K|q=$kmn>xvb|^=Wj}0|QH%gmLLnxnP!jS%kGzN>0Gkd`QJp|S9jHY< z(&R`FDp5dcBt@E0SVKJs738MnC* zN88!eOXDdhEa(EG6nfv{uahSSdEB> z11Ex658U=r$2bxw53M{Jm56G!iWP!EmJp{2nbDXuEqNe0+hL9VHk=)CJp;`TJo03K zDHJF{HSj6<E_;AJ{(zgU%N9$Y-n;Q6vdR4?W7(>LNGX_zEtb7mPLQJo@M~5oIZS<`pgXBo>|f~WqoZ0r4*G)g^7t4)><-cXim+sw7LPqAw#7Ig21Kaio#`a z*4JTjlJSWNgb;MQU5dc~q{NFV7!1WQhCz>@QDJUo9G&#A>45ge3JS>MKGqcYO5sVt zAWcELmW9B2wAWWDa6@(2>w}OeA<%;XS(f8hD|q7**mTIF4?KuhW*}5T_a4p{75y^h;(NYb@F&oY^6Z zwL1{3r^FnJO?m;LQb?VW=dQ>L3g7psh5>_4Mv|wfazmqgnJDI9Z}LQ!wEP+mm4Ga&9RG8q-jk41z=pa%(orzlKDmKCJAk1+vG zj=@kAmP)k-o~u1>o?2yMvI^r7y%UQ}jP2!>*ImJ%{ne*AzPLtUT6h5zCPY&~YwMUi zM9IOY6x&d{UFXr&AbjVzv~e|s!XX%Q`3>ktM-Aemrd3Zls;(ktkPHbtfmeyB)&hpv zkOr{+#BqM~UGHXL9)97M@8rJ64&#qC=_dndHC><8Acf%?col-MPGoat7p9n~M>NOk zfTi2*vbI&w8KlHolUqe@lw-bN7q{IgEq+$EVbu0;Zqz;c?1(04_gMQjB02=r8soI% zlqAl;SUkX25?iE%xInVKwoKKRB>g^lp3`VF9M~t0kyM!;t8qdK>QgOlzWEly(C4p< zjO(s@A+NaUW{uRZb$K_W(o11QaC6`=s8D1dy%xAyESMUEiM;<$j&IUxD zAczzSA3qBC;h*>grsrlDtHa4N9lrdfySexNud=ni3B`~i&1u%E9K7^OZhGl=aP2i$ zvc9~?SHE%>8yjl?Xl;>JA`E0n2EznYNVQtUixWHrH5>w7DFJ~b3PJ{+Tg--jz%cG& zhCLSc?BNYJzlyJY{XV|@)qAOjikokKIrYHjo_oK_*vtaAzx{UhOu;>0KEx+J@d?fp zDgC6tw-DHjA{1PFV4iDVd>y~^^Ur5-*>LYy?&BZt`Vz;FpG4rC&RW_ql~%y@+h_svlaJo31YuVBwai?yvT$2a`1b#9JrAs4b$1DUu#($C3`F@TclDYE5i5MEO+; zBS=jEHo~ih!1oRP zRMQ@$jMc`lUcfLLAf-oQBn1_^iO2N(vsrAXeC~7i9XuMkKT5%~#Ok~&H$ZJ3xo z07k-AhlM>Y@^pzYEBH5WyN*K-|07k~q%)Kt#*x*7uy_<&9*Fepn`yUsxa*%6XWwjP zKF})Z&Rv-%au18Jj=Nv?6YAqlGLw^K399B(h=MG0&TA@-k?jqxeDy786ekXs0AD4C=CeN5gX2o)F1?Bk+^7PC`hpfmEsrytiic50DFk1w${ z(DVr?yb2<$JFdbk0}Ed0ql*-2cga>*g|)jIUUyuw*mWO_BtV>-_;$@ciuRy@`ZVYS zAuT5BBlDa_r0{_XVB%{$p9}>eAjp0#J+uS z*#!r<`No5I!0-LeX__^kJAUNfa>rY)<;c1_;$#Rv_>LDd{q7g@%OCj^zxVqeXQovp zPKR85<#YL!58QzO9zFrKfLB~I##^p`HTOMw1MhsxTiJ8)AWN&Kx#ex&%`d+1c47;w z%Rr;Xd;Zt&CfDxF*Bg_hIcV!s3u?r+i&I8J6?}caN;C{6~hhR^8()geJ|kF@BJWOd+=dqF1VPD zP9G^ew7@aalzCQHjJEDvl+{(3%E*1|AsOC!K`jY}Ji){qE8FV5KPB{XU^ChI;G zF9K-@n;{mTe&MmU)Zy52o71aZhM7fF)%NKVCGyJAK)Kg8dmVbih`8`jc|zXp;-{Kn zC7@9W7$zBou&$>l$?&s)N~MZGqw@^uk3bJ+10b+DzOXDzG#Oqv#`7EvX;wmJn;~-(5ffEST@JCu z04sCq6$>*}B-5Pi6fE}*YePd`M(|Fs&2dWFUD`}f)>|r%OTahMYm)Zc4V{-DN=6c4 z&_W|iISy%D-k=-9i>`YiQuz$ylzMA|0~cM&%Wt}gsXF}hzyBS`Gb({%Yjp*Y7qq0u zOJ97D_xSi^x#^~tarm)Ay#A(_ z^PW3yXK@ie^q~)P|NZw<6a}~4{tn*#gRj{+PAhj7&9FV*j4&Ydwj!RDI|SFN1Py6r z(86Fv$!r5IyC4b0WO|R$3sVxQ@ z%UpNGe%|?m2DaP9Rk;XnT35AoZ-_EX&Uu7A(s`UX+8Mw}Z2 z(k+Zef&A`E_zaA=&fjTm_Y{e9(iU!YIM%2$J3YnT$p%%C5qJ`zH3Ew-1bLPcdOp(= zE%s(1lWPf!-NGS-jM>?y9c2gQlYjqPt_cXN5e$t&8Xu!QWZ!Ufsm*40fXWk^)sWfQ zX{J;I3!GZ&^7!#3mX=r9j19Un`>p=?_U`|aZ`jf~OGR1~Z1!SKF0G-9jNVwC@ko+a zeL~+OMX}NuaOl(;M;EtP>Lj4N9Vj>sdR(;Dn4f8qGl>mr6hW14F=VBm zk$VGLDk7|gcuG8-bM`DH#I`q)44`A^=- zzH46un;nRJw=DIXGqxtj8cikinVy_r|6Gg7i6-?(B27+_rw9zyN`*bq3|?cBO3z|X zZ_+ulK^~ViJhjtkf3}_zoUOMsI*F!y-!0;H-uagRm)~7Wbmn9^oK)jj1%CGZKf~S$ zwy()r4D|}!`)J~jeMySvc~mMD#>PCBI&jauNBG2_{0X(GDK5YKa$a-utC{rR1Hb#b zeEBn-G5SFRo!sfe@C{r%&?u|2o^-rUnc0-> zDm(Ft*ghYl_XWZV%B1KUU`X1FNLghJm79-LDrbwv>53DYccvZ%ml4|IIO|hoz zr`T4|HD~|GSj(tHRRah21{E5auuN( z4Rmo13|u%3D}%(x&`pMPla$!Nczw*}J_FYn$&zvCDdgND#f!Y z8rNs_jcbjD&5bowYcDT+-qpPDc~^6?+rtZ*Zh|*SnYR2^&l4q>VHByAlf95-6lSmz zGUK@6lu~#I(l~~}5LvHr!DW~6qyP3zeCg{6fBNU2Aeh_3;_@nZKH=CHX*>ieP*!4! z9A!22YK^&>DfZ9LQ1KIl&CpqjPKQWg5uPFnd|LG?qE=<8o8c{Ox_y%Z-*@BQ7_;lN zoim=#5*W1Xmc6j&e*W79d1&C!qmSW@k25~j0$ni75|)>j zDS%sVy_I|JxrddN6>hujHs#oU*jE1h~wREJ>?Hsk9)S20@wLr~DiUYs=SNq-EIw3khq_`aD3j z-sJS+CNseVpZe=hGc$KN-K1dbqDwe-@)QP`n4HEBL)P0{?Aw2kqsOs-mq7pkAOJ~3 zK~zt(zOltiZ+JNsB^aM*q4B9Tnke9wTW;ah>Lwfg!S;19|CE<{270fjV8-2jb3OT; zB1;iM5CtA+fzSpeEuI43Q!Yg>zzB;c%hh_3fy%%ON_Um+nijv9v$1x4!S4lgI^`jLFWVF zETP?xsd$!toS>8-v5L;1V11a8355tNj&IQ9Y&$G#07s)_ts%1>LP$2cJ&rD|kY-J$ zY5|SPBnnNQCS;ug+k`Q{Ms*^jrn;cJpogH$j!Zdl7HoecTW&S+u*<&rIo|a8Tlo23 z`2$4tAR=gD;@)}HB-O6DTnlzdJDHt1-B_2x@j!S2Q{?3RAri&j$r--)`+txG_?7?X z*EzMc!htKU{>=~bzW2S4t+f@_);GC$euA~N6%Jf* zkW;5laqNl5**5|AJlbV*ZI#LK7ADVFTV16YMI3$nFx?@{&Q#Dv#^%NvS6_WK?|%2Y zx#h;oh|Aq-w_$F=?QOTSg+=rH=U;^dR##W4)oQG+uR1Cu1Dorse((9=O*BgP1JKwrN#lNjIXT#F)Z$duvTm(me@lz-kBPkb*+nvkK4W=9JINtaM9| z5!I2980(Q5N+(uD`HG=64qzZXw+s{>#we1w0OgfJhfjw|r`shZ*7H%aj`Tcik&#hg ztYN8Npmk2FA<=>y54;E~JanFMR-H-0ws79a=?4L;y*|m|qnxaT%ui2pV9zX#S{;Gp ziKPuTl7d1)t+v4USm;;Zki6{r=QGv%Z!C4%)T`6|FT6VB1OMr7dFaqF8nbgO zuWum6T6lp^wzUO;LKx3Q{#v6vs74iPQRJFHr9fJXCqVk1t4$hL@3TUY%N$eW2xH4} z4^mik8EK(*XAR8GLTr0dF}t2iFTGo8{@V_h-);}z^~y+0$GyA0u|<|!*0(kppPXfW zet~0;ALstBe~pyec-Dm;k3VsY>4kZk%_bJ8R;zToT`s)vLKYVn0qFO7j`bqVh@yzu z*;%Td$L8t^^(uVvACA#(x4GhqEBKR-|1tn~e)chzmzOzmWzg#rgg&b)Yn(W70&t)OS1TQ*1D*5I|K!Qv<=Cun-`{n9c8_?g z6mxqT7+`K;Kc|nhX&t7XNz?N@v^8Z1yxCsS>=d5Mi3!g0rZsGfI@$to$Si9#pd17{ z2;4Omepw$X8ydAPfBUKI4n3znASip23|1=&De!|jDsWtg+7@i)LyYmz);e|yFL05W zrKGI!+3vnQ%VdeZ^BC%!xSO!v>9gJ&vfN8)HOEm((Ce(DA3erkrZ+6x#Q1Z+z08CNx>JK~OS|nG=`}qS3%B#J zUFkt#cOotTEnMb60QJ@+y}^JWsuR^}WVvR1W(ME)@qy(Yq*=kmm+V7%9$PsS#*+00 z^m+pdV>q!6*S>I`YhQ33ci(+CgF%eZIkmYt-g4_(34o2wHuDSndFe}EiUt0!|N9TQ z^UgcBb@0M4WPDp;a^lo!uDWW0%dfbCFMRQH6luo6g9lmIAMx7Pzkb)j z?kZF4QYm&0L7wB1O5s-PoR%E5>zp;xC00lZZCTyaG^Ju~a|`?mRt026u-e%|1G$lO zhbdRR=tUR_<5P2-IK9N-lV=!gt#j#R7o)r`*M7%^yyWEv_~KpnB7=|`p~5Pt0Bt=oqsXlQFTf8Yd_Qz- z7{+Ypkj1w=wf!>|`L56|aVv6PIo_@)B&gOX3XQd*lqN7vYQP$&Sleu#_s@^&6KCa| zcSkQOa2@tqgN9s7asmnwl31U#P~^hL_*IB%E-mQ!ZUryFP2<`{j!)9>DQjJRgs9X> zmCtfF<U!lN3aE5{(Vke_ZvC8Z-a@l-s9#&;{X`KO~@9=fO?}v zx7(*RIf+Gb`p^+BxZomgxbc-};0yow7?(fiO3tjT^5~IcG<_HwpTr7<7gY!=RX+Kt zFHjROKfe!yU~Fuhx!JueF0F9;JKxHB0-yNQU-8JH!z>&)$jSgJ^#(zuN~R4e2$|o1 zfcgCg++sQ}@WP1S`rVJytiwC+xPyg*7m-_7-)vJLxasES@9O`PPfDp-QAU;JvF_kN z!667a%fV5eDNE_pg$G{9Fe{j7K)WB)*t?I;$&*C&I(PvIuxDSDwBP4}2Or@#KK4oW zEreWs?F*?k$5^=FAS#SFy}ZI}-|$*~><3=P^6Co4z}Uh*^mf+a+$%R4XU{zE^|UZz zSR|%QwOMI7a_l6^Y8ED&#QJKR-Y_LCGzEgN8jz*&t}Q>+ zj>|yY+qLb{gl93@kY(WNGC6MYC{>P)=V*P(2+f{HT?XV17-2i@GfIJ)vL=NSJH&vo zt|=D_CXVbABdD&1N1OY`+pyL>PpXS&Y-A>2ps#)t8Q=}w}oGukf z0#-X25UD7HaBy;=U9{sWGiV^ra|&RxHO}$l$N9=v@8kIEZs7m;(Kqs(=RTJ&eBldJ zf{-`A;SC&^f#3i0`#JLXG4eso-~Ypx_|Df}#oKOsEuC(kZnw)Nmt4X--}!R7UFZ~W z<123B_{l|%pI+p%cdziO7tQkH@BL{$`H8=v)oSvcuXzovs=LeLEOYW$gCVNYB#a`m zq9CkPkyx_f00RsSy#1Z;Vq$KV?y)5f&g{YWeHPmr_Mwr~KZxA%Wd>A0((ck| zh3>V&5C#!QkElMzpuO%Kzk$m19Pz^s@W5k-_{u{s=4XE5O|<3?^0%M*OJ4iB*YL_$ zy^wwazw~QgMEE|Km~MZ_HhJ{9bLYQ+1<$u?Pl40gg>>338cRkU8~r5a%<3i*LzYgl zZ+e1>#yF7&$``)XIeE%G9=&s59EISV{hBb`Rdt#eyU?&x6 z%Cx85{*9tcf7x9y$@6ohqdMK$JzC|liqYS@twa@$`gfuV^t+G@$>t>kaju{h6IfUqF%-KeR3(w%bL6DdsJn-)ne;`2YA)%UdKCb zyOPh})!|EDz8fPz%h7o~`!sLozm!A@h1H5UFId}bQxuxb^?<(AM!@3ec2zVl?{ z&QotC!K}3ww8o|>$%rXk2v}bsnqR;d&@aY_2Lp;MBdXO|jiD03^RAud#V>lL)2zce zveT>Zz+;;C|J=`U>gZuwb93ywdV#P}=kyRNW8>sTu+i>OZM0Zk+2FT+`!9IOOJ2fr zuQ|XgZ+I6`xvh`=@x6TXqaWqKfdlxJ8h8G|A93*FOZk!Sdj;?Pskc!9)?@h3zjh}_ zj~?YWe)UJV^-b6C_jljRXa43h{P~@qCa8QjFL>TK*FW!jNr49*9`Ngba2IcQzQ(Y z`kT}zLaNyswQQLmeCtiT=k0GGqz!aXHb<$zeJ9Hy8@f$YJkT-Jo3uBF$l4@Pcmapb zZ1N|6{#pL>?|gz`{X$Z2Z2NHhAV4YQq!J8pj;2tZ_US);Vi!4Vf_xFQhz|!WPm2h@Mnsf9fqLl^U`*c5EJ=2fmMz z0-a~fO--_V<_uvJIHFrA8FsdK$;)2CBab{n=qb`PrPJvEP%p&|yZs)Md-t-{Zo3*^ z95XpTPZ)+Q9yvlZK0y-4M3o9je*o<^;p{BeTyqUGlT-A19Ugk{0a~pVM~@z5Y-|i; z44utQF1Yw&y4^0-5`Q@Iqv*f%Gd#&qsQeAb{S=GFQ$WV6)rdbbA@b$A~h) zcvM58*i3t*%@A|)G=T}YVBdZYZ7xBULU+j2vo7W0iGVME{bAU94Yo6&-Vj7240?TZ z&>-8;%s%H*THVJvbno4?E_oi+u}Lnwa6f~7m#ub}jb4x5FelG)x1ccw#wT{hvb%}S zaa#XWyUM>@JAXZ`CspFv`Cmw)YK>fLvN&Uy=EO-xcaX5Sw!z7zbq*gt#mUu8R=XKP zLWst&K@~(<#}RI|yN$2fMu&}pMAw7!E${v|eAU^xTN=T+-Dm8sPdycFdgW?$G+PST zY0@4=aiizmkMjLezX_or3NN7k0=s}mFzlCpebke8pDW=9-R0E$Z9yo0wuS7&{ z4_vzoP*X-)Uf_a_z(?m9{Z1R-_n2SU&;I=j*rJb4`E6bR3AU>rb>*#1l4!bkzzBnkBUFz7?%L8FeU zIAvFfz-kNH64h#uta&-O;BX)=F>#GY8 z%Bc}cNA!$PSfMD8^is!Eva!|W^x`tdPcCwDX^oZkfQ^1euaFG20(|g7cRp1q6Jv2v zlPiv(gwtd8z_EA~DV~rB9MiYf8k9u&k-H=E{GV7fK80p2x&$&H1R@CVO0bj^0^Ql7 zQmZgLd4l@P4620nXNBg(J@=4!J_d;p3ZW!{7Z61uVd(1HTkRf15z3EHwHkx9O?qqV zgtL38RO>XG6G+b|jA~RSr%)>73fL@w0J~c;f1=>KI<}9wPu)MO23_|wqJHQjiPhq5oUu|Ih z5Gwzy7Ot1Fy5eTub} zRbp*uwkByz&k#0S=t{IpC8NB*cV`fugzR}{*i$0{d6wfEITg1`mqCaTu3%qS!63`o z>JC_M_gQcESz6zsp9?atM&Z{fWW_~Mrkv1iu}uvH<=iUNE~m9?g83ib?{a_3V(NAQ zdDr9Y3oCXxxw3amobN?Hd;3o+jM`BV9^9ZC4Y=}=8}LJ_p@%XlHtyjU35@_IssUqx zWV%`7q5}(Dv~Ph%)#*UxN$iTqDlE^X>q!#U?EHj7)gY=B@;F6XL!;SXtKBElaMe{; zFi|%sJ#@NwRygUC5z>tUiUcAblO{+nBu;Yb)iGwKW;uL(nfs2ckjaX3M7!i^lv1eD zVQo9DQWR7vwNqgBgd?=AHwc0di6b^uTHsqjvsz{A*io*#;RfFSiCodWBpH7pdb1XSE z!?M1WWf?k&A8@>2WCcb_gzp-3tMw*n zmb1CCMr&q{T5B9Xs!~uAAFIH%kESV9YwVq0z%xGMvoloo?O`|=l5TYwEUh9dRW7*l z*$kQuvTmQjMvpM85=~FDb>akL2QG9O5noelj??W4sMIh;LecNgJA9aYYzi~84;d)J zWDBh`wo*Z|xXRT2d8Cx&7EG3r^kRm+K1r{K872@$yXKU07u}W};(=$5Jw=h$_CK7Z zzAGd;EnFPq`v^ZoBPk3ND2(th(no}K3cv1Dc5__XLn(KY7b%noC7_&ON|1mMoR`xY z?XQq-;uh+h$LPJ0BNpYi?AhNxpNoF(VrRRKWf3^KD`jUHchzO;PasmzK_N@eB`5l#G%Iz(eL-Dw#JBy(rLljY1h&9@X9o_0aI9v6(u6jLkkZb z)G*p{L>lQ4h80v;p+FI9i3u8@A{S-Ja-n5L>o}o90$UtUrE?%<~y6t#`rjmscFLI7$T}cwFb2+wiq=Y?8*)a zy=%(+|Dw}^@|Z`F!e|CA(@TXzKOsGk%85Icy+l@eC_lug2rYcD9^ku4RH>35Gy`iX z`6AA7T5x`mmfZQh|L$X#R}s6si-7ZTTDu~>odE@~n=VGP&2`3zQuY63@6E&Py2>-( z-&%V<^EowYD5<2fEy=SjV;kFGupvOq5J-n~(#cKIfon*(O=fPA?xfS1JITFIcalpd zfd)E|fe;f0gA)t}jBOlGc$Ot=u99j#b>=;;b^loVRFz~yFqoSQcs-AFR7a=w-e<41 z*EhZ2`{t?298N7Q84fVMh7p-kAYGaZN0}Le(E@mtI;1IS6d@hU)LpU| z3NE_eMU*S(SdnG|FDNq@#Q61X+<$nLl>x+^4$^h;JkO}i#xcUO$l@3|Oc&-_Yg!1C zp0Xu4Vngm8flNUtjjaSOlB7T2o$q)DH@tL&_x=? z+1zPS!XW#GT##5OEzsJ^8wV}Z0B*_ks4P~J3=5=hkc`qb^QE%M{ox``|! z>~_&BD@F@SYn)OEzfdGqkYoxiETf8@X5Vt7H55@4j$9_=i0-fe6w&%0D+QhOgN|g$wa+yl4O1aU%wj|ANmtM1DzDKD9o{u{= zPGw?}C{EBqkS;9~N<%%C_WEe0k*-G=#UxA1)c5V9*Xt1{DURzQY==0CQA*R8+F@F5 ziX|M^qc=N8=J`bZftjOblX$sFXgPR=5}9Kg2U}YBL4iuGMxk0W%GaI`g#y~~OoSVy zCJW;E=v2|DHgJk1B2R!NiC5Zmnr*i2o}t}pf@dQ~#~E=-v|DXdrvsCd$a0yW;L`|f z!W7c#Hi%QQY=F#CKoBmkLf@>Lf}7ylf>t-7*N-R^0@5s@-RaOKO4O;^jaMk$kv;2wG^gjCC(sANNmSgerbxkSf&StEH#kk+$QKD zAYu3_pAY!^S-mftkH7gld?R3sGlXoO?Y#N9#3sn{a53etN`TZk1ZkaBdgJ=^I?7LB zOK=M=V^x>!;}ynhJ{3oi6#x}6=yd2M8p|(HFS#_z0q*cnx$)J~Ce^92!&;IF2#N*z zYi-=dD4L99b`fi21g}=&3-^72>&|r;FP_hZqXDVX^y8395P+9&rj8_xIt2Jwa)9sJ zND|u3CAMrC<$GUxDZTh1?q4`cGEmr#L@BeFEXPLmItb6gwOq6faioohs-+>5P#IEY z*hnm`AqUpjT3}^@z*fBFhtK1YBkiYBT+hNP1>E?OYnd1uWpsRm%oZ%Ku3`yj)aoR?0mo0w@v+-K zPvY1}&mlc^in!e&snyX-%eg@3BqRxG8e$ba93{!p6eR>qjM8kbAT2=9BDwNDzhJCYE?7VekWr?&tK`#m+31OsxC|dab&KFt$03ZNKL_t*2=JfI^ z*e;@0M=h_gJP?dbPO#Ez!k~{zQu>27sgn@*L);OcxV;RnqEN2TURi-g1FN=`Z0R)Z zFlD?}!}DB}G=iJLa`2o0S@W=6k3?(2K}5E;YWhhx_bv|iov(_<{{R1Y9*ou|^paK^ z(a-vOa>Ikw|ud%#(JSz3V>&y)bs--JO~KZZsyK&p)iJfq3?U)mS6 z+~B)gH`aRny2Q``0W!Z%bNG#GekN!>r@zVB*|W{k8)D-K>&Tx}lf@~6w2$wkY#Sfp zoT*XjZp>h5mL%#j)~Hjhl<6nX*C`@ZR7(z%<24qRQt+xKGD>5z-oSX0jtyRczD}X! z6ZhAQ<58)SWrD@Ekox$!eE8P;7^{x3ZKg!6JVBQDto8=@u|jGa-w6mtcR`#Wq>pby z+FxO`CW)dG{G01`bN6RI#c^-IQW)cmj4}uZc;j1$n#(vv51B<|{Vphp?G{j85oMLg z(g8);p|^ONYNN`9`_5yeSRn3q=(Sq3T5W#gH-Cpv!3Y2Pub7)XhCe<6j#T*HelA0d{I3RuQ4e-!|oK+U;?U;6jo%RB$mpK{k%9-zE;FP+5>^}uJ< zwsE8)375ckXpA*jJ$Q_)6;a(WL(7)PVn9VZtQ|W_W;Ga}sIhqJG;4Ef6sk3>Mwu*& zh-C&z$Q74d$jv`E!-MzMSUNRFe|ZTk3#VE}r72Qr0^cQzAwyHDROt8nI7Od0j*)Sn zY#dodnlzWH z3Cbiog-V5ZWzp=)nWEhpfLnkxBU?Rf)~H`&IaDUV&r&e?1>^TbF+|D6I&&S?1yMI9 zePizczTJ?6@U3VreufcI|MKR){(E1`0G)Mnzo~}ajbY^}IL>wQ%8!yC-Lw=74N`0}mYe%0#HPiy4sMZ~jHHBu2ZIiQ=Q6c*l&xDvu}L6_s00?p zdV@4hXfDpujlr#sQ!Le~Rtl6$0n9H$*n+_(@5{9eU_hqOY#ZfYuYlv(Xe~(NkgVHh zd9a3SyWIQ89OK)c`e|b$+3z4U8pO2BJ zJ9D6ur8DedGrNRTJ5VeUCT6ksS5~N&3bc+L=0!JL&SkpnF z5N3>c7Bvgr{)>OWC+@wI!j^F?+h_5_DbA~H=V#yYHs18Q^ZA4S_|yErulyJ09=sQn zOM7w$u7r|jvs&Q{_=B;%ta zj5Zob*(c6Ye8(n=4Bdp|`gpcLI5ugjh@yxr3aJzvI=KO`9f|As*wSP{(lo|ul+am1 z9Q6&-3yEt9oQg-WHqNQX4sh3lk5jDFsnu$fFFuE|YvcGn1Ok%&hC{L`kFEp=1m(cx z>irk-c}8iWwou8S1}NGTcgo+&ss{G5JXQiNu1*2Oo(&{@mZp68;H$VB3U z7{6L1DOR}lrPl*+>#d(=(C?f6voP0iQyKk!i0c<JvGOl zzWd!=dFdasYbVspK68P~fdI+tFl7z`^lPoOF zQ!bY&PHmxFE*qq3+-K+Xd2~7*`u!Bok~p@-($Z-Lv&W!XrC2I4d;Ab_rw3t5Iy%b8 zmhJSygs|B(sX1YNb*Ei_ef!P}Kq!apTQaTj6<^#t!*6tjAYJG zzT*tk+Sj-i4QF~ziY$&Gjfta-ez!v$mk}igp>6tu9`T?}rBo&;R}h(?uOw-jQY@C) zHSKd??ko7hHKd{g#URU2abhBnG)0!n>-7^Mj6rdwi)%?-3*P(JAED+6wvSbqo+#sq z1VP8tD0OV|Kq{~QXcNf{nb-vabj+@;qkPZHU(DTq{6Q)syJ?*|3FR@Gg!6qc=*%<+&_*@>DppyycML5+8!Yz>En1!&;qQaRq-RJN+G(K9Hx{?M`rO2|( zpdrOsi%gqZ*z;nr&N_q^ImhN1Zz@PaglA*B6}p{OuDk9!u6WS}eERdpIDX;;g^4Np z(t*_UTsc`nf31zynpzbuxZon5?ln2Fv;bL~z56bv7Q3t*J;754o?>$69+u|kuqPT6 zEW!NIBg~w8F1z>5@bVvgH9Ka;=$&fu&=pHau(+^Hy;|bbSN@rc zUUog#TyqUCe({Sb7U4@@dWbK5=}R0teuVB?2O%`B@A9VayNQDb4^k?X*t2I3mt1lQ zz6(zsI?g9NY?0XFUJ%S>DUfz1e7;v4A(9`&m}D2A%Z55vVj~c6OGnCBfu*Q@DOW zr`x1hs1R#Gx7#PyHrjJ=ynwoIW0x%C;4T8&h%BUOiq;x0@ThGWqf)7G{P=OaLV=Ny z5vHf7x!{5exb)IX**9b10INnyiiL#^#~*l{ZDlxrM~#}35;hm`OSUmw>*?P-9U?3Q zg0Q*BSamCx?49Pk=}C_C6z%1Xsk8Y7hy*A_ss)x1rjJY|NXw??!`_{fOjdo;xJQ4` z!m$nu$0gTK@W9*P;DFm^yFXv!%1lI5_sEM|5bYo-Yu_x*nFX zpc+HsD)Pw7oXgaMw6+NXhxXhuZ~XpuQ7^%tzwdo01jS;JejGuVLeasqrAZ@aie3l@ z4;`jA2-&@NAI(;mLq|`*VvnlU?7wUeVFZn`PZnkz`O5v+L4jZV4?oRyFB#*h9(4N& zlZ^^L{}Zp`4Od;yfBN0u=l-XjBAA)xl9yb=ul>?bGd&8A9@SKhb~y4;{v$4rxT1 zgs{$azxlquV5h#B@!f5-)>CoM7Ts({?Va7fGX$J`6*p<~#D>5x82R>WJ#uytL;aA`FF2*KpCd(V&^uR29@dCQw$#Z`N@;@DmuW#xIdVe}~l2*(($-YR}$g1Rqw!>eD;fB&1?5!E7k zZ5g)jhAh|b(wGKN6(O~vD2cKRG8@Y_WWGvBTpx;+Dubg5ol^_MgBUW4^Y>lAP1jz-*eHDbpYA7) z43f?*xcuDBZ{wQ%W8D3v6a4Cb`z=;GOH4P$c=K!Cz}x=qP5kUny`8uG)^8AYn*6{U zf0~(5_?ch*Gj6~AcD8Qa&bDpa__bgA1vKCY&7iYJ-*uQfd5l2r#&aZtUK@epXMXCf zq#69~Z~O)S_?dq~DaHQ%`}y@>{}tZ!+ACN&JG{&6~MOSr(^X~CyI^CW-wcYn{x zlgDwS=AA$LbKLZb^SS<-E1934C$I!9snJQe@%(G?>`v^rArRtUdwiE0EqF$sf`Bs& z(WW%tMnQd}SikXlwn5t1_{{GywicsbN1)(&)EwHdyURveJ z1BYPORA^LSSL&j!HJviykG{ zBI$RLI>mL2@TKoMjMQtyX-cu|8Zpr%qO;b-Rw=%8X|-Dfr4iyJk7&-Q7s_=9Bg;|- z0;JMtq0z$58;+%+-xiyG_qj$}NaHXJAsb4q8>t}^2z-?q*6`oow9#UHy=fs)Sf<8@ zTyJJaWMDzu@9@KKe=AbJ`#$&&*g*v>hhDD-G6T;8tw@x>vm7)=U+h1;^Jn-WTd}57 zEH7ZB2*nYmlP%QX(uFWfMcq!*k!TbN_b3F9VcjJ&EZOJ1K+{=63{b&5nf4-TQUVAnF@b@1^ ztJDDUfY1EXZ5(;}5X&czGQMq+wWZT|oKHD$X|F6IgoWq1jEpuoy|lVf9?--2+7y|; z5OO`|@q*D>hv^T0J}X_f{ywZnKF{0OWbDpfyhFIW&cOnCdQECr7sW(_%1F}~*A{r5 z$6Bw+fx{h&1*0FNQt*AB6v4vE8mAYQ5l(?iueg$P_g=!4S8T%*8&@;C0-wF(7+<{W zZVnuLlEvj!v`}V4%Og)E9JCfhi8ex=UWs7KF08)ClgCbT%dMZK<|=;ZbuUAZgBG;S zx>{rYouvR86{7jmjBedWrPt)DOV8uJCvQVmx1c&L7%iGUsLVnku=3w^EkV(M%oRP0t-&peb4h*H3 zS{DYD#%QGpgadHDnO#R=xjtluS5T+vGomP&v)+G8##uE|g#=+E^e{Q7AdT>(qEIN% zZx8t4H($tV3;z1Ux6l~bN;mcyC=I@Ea%KGvag^W-(-0hHfNc?FDXl?BL3s2niIp0V z>b9vGLcs3b)66wH_@2Y4561;ud*zj+Rf+I4MJQ`U^U;6wVIF@nz zN~JQ1%J|&vw{ze}euS$po1{`Lt-E${?nM`|a{45P4?aaZzL9dN z!1(AGZn;Q%zR9WMClG~F?i8Gf_5wJRd+wWTCz*9%L|NaMf`siW8L4@TP=8_CWCVZ4IEEGEDm{j?zmOdy8 z`Uz1%GE$u&4x2oAY=L_pJ;cT5pUVX^ljtx79V1-}tuh9K2<(hvA%Ny8UZqIZTV}^Z zgX>>(0bjiD5$?I?0QR~2Nt1!O_pXO@BuUtXexJDL;W!TM&Vah_pe%9mGGc>MYWaxT4Z=G_9BsQpP_ks^8)9>Hhr!`ehC_RWnm0YF+SGAu+M z?MoDKx6Ro2C~4T?``_?dEa3eg_(y6Z6EwShGHs!K%RDQV3+)b}CD_pzB?=R?boi4$ z{R?in=L=9R5>!Tr+aVLO!Vi7V4gB1Xzm)&_M}NqxZhi~>cAwo>OcMi_Tr|p`|My>_ ziJ6W7)8pj>OI_GGwFAep5x_)ag!`NKQYr?hG(lLBBpR4FQKh)9O}n{@ZCi}^(C(}e zcGj4h8UBLY*X4CEp%Ts-hv)(`PtV4re3<$#zx*b#$ncwp~!)#r2$)W_p zE~?WsMo|F1hv&Qau1jla5p01i1+Hyj+txaBkJJjc;E^RUDoqHA0lTKQapnF?xbEsJ z*>hf%a(>y(5Dq@Q!X5wo2u~b%iYE^oX0af>z9$PWkm1N$e=5Q z%Hhyz6L3U=aKI}-lAyAb?jS{J51l$Zer$=4-*GR~yZ8;q5GMjACrfsY7k zMj;rZqEV>SXtjDYdlAcP9Tt{WP=f?2bqXWnIW3q1B~8zq&f6M{XJEh}0s|&V^m-F9 zTA2S2Bi7k1HW?jh8C7La$V?k47^Oidgq8?tAv~8XeLf@iZ)9Y-p*B$#fJUtcd{a|f zIDPUsY1rdUuX`0q2KV0o0L!Nqm^}AFI-LxBk6s*_9M5~eD?|dr#Pl1-ENn5t4pa=!Ll5>gFZsqto1r53RLS2;!M$2&FgaF=^TdzkrZ7ju)V`FiI&x7>c1Z2HVB5ZL;|6rs&Oe2SvEN2(F7?F5!;W07#OA zc+e*cI|$3cc3k{&72kJ}QW8f4dc7X4c9XI35uzw$(Cahk_CSN{+7t=}T-W7>8(zlD z%nVmtKEpW^8wt#lOYqQ>UH;em-%qpEVr6B8POqP5DkKOa5P9IqLxzIL3y^*R<@$tV z#93;Hi(O~KNDb4O>p$llk(q`xWS|t572tRko}O>f`Ru*iaN{dDcd9|X;1Q)MQVj?k zBV(U+*RUMdq}#F-OZC__I?k)Ey@Z2D=lJBEk3rcr&H)M)r=TrtuSgWNI61#c*zYi2 zFEO61u4ZS7PTPmRTMdX{E_hwJxb*02B%`g_aUw+lI^U`CabM zap*kloc9!N(sNV75GN119U5hy-4~q01-sxQw;g7FVF^k#Ry#e&99$s`?Nnfc?V@@; zT2Tzbv<<{rhT|5<0uP;N++vxaubE$7HL@Za=8m4k-Ljo{WgGNCchJ3zUlmQsEeyRACd8s+6juw8I$f1Vo!Bcyqn{1-tbPkMDS+ zrL{H&ODQ8BsbMBK^HIzvc}W7&AFMH~+xi;3bMgEd8_5@S$po1$m2 zx;RgHy2)bA(vjdhkZLYvg8Bcz!7-wEsyf}qmOaq$YGY3mkGm=>FH?( zgP4A56GgGvcsA(W`LTIor7M{2knL z|Dz0?jJ{(Tdhc5Z>$g(mGV zH^jn%erTefP2dQ@2BoE?%_)tXeF_W(8#M)`@l^t;#v;SDeH_OjO;h4DZ&XI3k_4S) zNZZDehNnNvC010XNtFQottGtum&TB5Fe7j17B*q7n#{U&QJc>kI?SJt+(Dv znx?qb5#mk=XzY?nIUA`J&G5$h1#|TIg(U`S9pfN`A+anF2#;QvkYR4CJ27d9v$44M zF~!!RWNPO*+?mKn^G*_# zk*29hWh#@-Gz=)^cP=j>v{s$#hvvZ#k;B{;6>dGfVD*b*@q zK-^@^ALB*m?cmCNJNeR6t2nYqGL(){iWCR!*jSc>8&v3L2}f5WW;>@SxJx*eBn}5e z(SUlrPP5e}jx~0%MmnxwX$7jaTJ0>YY9o`K0|skd27}Nr z-wUv0kt|J6S+cGJhSq3HU`ennb0SOHc|V*&C2>x=`mZ;H-n?h#b-ZCsPeZvFP;f0? zdF@VazxxEoj~*rpV@NyrW7`N(^f`{v^Ktt#S?RQ^=Ur($=mpapZs3l|Gsze|J?ElKJ|~E+k;|y)eS_Jf!8&8<-kcqBXrJX4}{}Q`5V!fl{?b z6erw!{{uX9_(ys38?NHq^DpI=TW+Br#(eKUl`A2e8(HDb(nB29;ov^ z7vXt~mK-iRXFFR<0xu{MXPSD+Ct;ihUQO2k03ZNKL_t(A6AV(pXTNwiE1dyh8ljbI z>PbRFmYRMYAvZ-KFyy=#%8DdOh*E+u0ihB^mf_kE6axa!XJuuT-Mi1>vdb>x!iz3u z=guic#-UO$@LGU_r{Qn@{xR;p=gU0(^wadi0lr_rFBVMtQ-jh*rowVOY{y4P8!hA+ zuxYI|D2+xTbcQXYQ82cQvldJ7qG%Xp@GJ()Fi1$PaFqZ{k_drLGrFcL7U|YF zbn-NJe&s3loU?k|Y8Lbpg#s)6I- z1OZVJKcnMem?RTgTkgyEpR2H|^*8SMFz~3`ghTgYW+bo_hK?#jyr!X#Vhz{u>KNU(d}qzn(NJ;W%(= z0e<`U{)qSf>CYpjBq)?{JfA_7aI6Wj(%6N7&LHHSKmUuo{jG21Rj;K8pPvAWhq z3rVI0nO0<}q4-IaCPR}d4VH!N_&9!mbUoq>l3oad2#SS`o1xMi44_R)&$7&kg)&A< z2;%`JsX-ja^H~_Kl}S1;9yhI3=7~lK)BHF8BRmTG0YSi zgD{jP9c$+lQxZ*gZ51gkY+G(nCTR^wQb(ePMmdqVsl-bKLQ7%`5(_dXmlcsIkm80R z+0qi(iCJh3pj3xlGx#GTChe>YJlwWz({u~;+HFI(08lLAmCHsS3_+yr4Lz^_kB872 zN5?26sVstY47f&XP(3`=VMkf=x9|G{!fwh~rtQ=zRRTpuf+om?Ym29C;=h!?o z?Jz#sfQG}3uX#C--hCf;-+l){7Es)>l|?kvij2k`($yuVrlvSGKTkgjX^f08zqrKX z4}O@3o`$#m)H`U+&EiZG4Q}H02Lr*cLW)u=3wi!@q{i6XZQp z`mE5|+Eh~+BDX-GH=)_!StnkDur08J*{rh!ktKK%#;O6kwvJ(`Qzku@B}gUArkvWu zX+k_m*fBB2TC>B-${I-=nzl=AN#n()%P+ft z?c)ZvI}FV3e=6kRM;_zOyYJ@Up~LjU7(16KPgF*KkQn(2%Rx#DX&dCDtu;~$fBAV zX32)!ip=L-Ac&I?ty0`l4Q&~A4pa)RN4Z*H{?J2w{_Y34_R_svIx~eY%S6c9w*sjaoZQHr&iVNwSKFKZr@Nq`#HP%#yqv7VC zd@CCG{O9i^(E@MVPRi8=%Zp3+^>M-|;q=i3O4S0cQ^3{^4?plQAgDJ+(Swwgxp|@} zVPxwz!b+Xau{jtYr?l@vy1hP~(@QwJ_A-b=9>4!l07|=ONcs`=kujPlPJpY<>H#Eg z3*3~Q`Hl`7p8p|uO&)2j-#C5tCpLOlHs`$8MHv-N;F6>*NF&ZIH#mCeAmyDqXfDp< z@7_n)PN1s{6SSvIe^Uxp;FGmGG-jq*J$?*SOc1!FaY(6Bqq*7yuWSt8I(jWZsLXhX zLXmpj#>6Ywtdfi+pwl6!l(AJxzqNvI!OYGn&Y7NKOA)rZYdA>@sU@}>;JRg$v>C*L zUJP!r#^Z-iaR1{6IJvk&YP(p)5?VTj1wD)KgeLG@>eULnr+0AqWtZ@x{g-pj?tlU& z!M56kQ}aEJojA#(k3GS|4?oJG<8$bsMlV)qY2o<=QiO>Nm4HG3S%#3tyHH6;7Wa`l z!*gvM*QXtc{Ql(kV6&bV3ZXL48LHEUb_YrY8WZCPsaa{Zu!9nru*}A#WeyCmHvulp zlO<3fQX}KS&{H&`fl5Fs98<&>PR^kxff(X8duFzCtskK zwTMszu0!YWVVIpYpPSl&Gc|>6+k}G{X*-b1-53JZP0yOZ;P%}hZ?8}}Fhn4PaVB&c z^9>s=NiIPnjX!we1Y^6WSw3}wM%f3E@OK}1H*OJL@yZ`1j1}dPtqdaY{RZ9E8WbGE zh9QUdKEMAN*tsu@HcASaut3`gEpU`X>I{b-iIo!Cws~%cis!@U-E$CGiWkOsaZEYY z_?T3`CsXeHvVk4>& z5X((pakxzXwYwg^&BoV=w1#(5<{RNA_iu9zr_)FK4ir5&dV&~935`v}c~`%PgLgdu zP8AtUP^>lR6o76MT0OEb#%_$UdU6(eU9-yVjFM*)_F5**`zniv>Kp%*$SUCFkte#>E$1z|2mE0uTbLO*nZXDy)e~vN!>ea>i5tY+mco@jC1OO-(^U3Ylr8#X#;DxtJSX^ph4 zuP$&sY%6eGGZpK!P3Aced2RBW8`2>9x^1NIlhw;4?G>iS>YO@tl$YOlJ!2Jk?=Am~ zTWgSn8J&Jep-?AF;(X)H%(V_LWfQ+G={B_g-{>?jngQq_A3CdT!l+Id$YIf)>4xnn%ebUzWX!`9XkZ|!;`)MxD z(pp_48FU#eH`%@aDvr!8AlQmo$!~DCM`we&I>yRUKJo-!Xlq+RYJ>cV?{tR12D*SKX_j)WZBp$2~crK7T z99hl=A}pkK7;6N)=G8Cfu7{pr<=6_gC5V!YTBXX$>>T)C1v0Lm{q>odHwjrnmZeAw z9LGiqK@vs8Nr<#8?7*aFl@i7gN^Gz_11k6$j0Z|Unq|mJ4OJ}Xr;|t_&`M!Ti!>X; z7dKt_`j5)g9n-|5u!Tg5oRwoJXR;odeS<>+ag5~$RH_wvi}Os4HEi_8N9&j4((A!!W^aTKf(>V8=r^eRW2u$j{~WzZ26mQbVwG_! zk|Y6JAU#uqY}qOYuOtu)e&>^);Pa>Em>j9HePRSF8L)8d5UX>?c<|0IFg-p>kfr!a zQIZw~X%S#yX^?45K_pnD*jgZSqh$d?Nwl!&MJch6M8YPrY(i-h3yT;@+bOdYY@=lt z33Wz{BD6HAEl6z}Kd@yPs9aNsxp%dc_q#e2B<9q(dk z{uE-9U1j~W8)}{PkujnyC5}_lPKP+ji=9H6+=OkzU_fioWgt!Zr|a3&$_0{bb@raO z7cp3++v(G8_t4msDhMN7^1vtzbO)jT^J+-$olbQ5lx!lTB`cQVBeVLZgo5 zxP)m+W)C-$%}$EiQQcf9cC*>qgm;xxc9D%?E5fW{% zTC+gvNj-PJe(&{r@6PuOzhMvgWB-2Vo;NkEZrg>U-c_gX>vPXN=XdtrzrEJ_uJ8IT zAN2#<&u$~Gxp=UGB#(vIX$S8;&z*mfk3aGS-ge*pJaG0H)@8V=fKcP>3WY|eIa<}& zFack4*B!@s&%58oOWU7hyY}RH#&~ZW^I11DTCZh@j|ILC2mz%ICA_MGec0W`cY9P} zL^?cxhu{8;LQ&f^l>Q zJwE-(KVZ~JIWkD;_z8aR5_z%Dx7@pdIoM*!l`P>HslX6VCj?B0N+oHU&Lz+XZa*R|fIr!^f+M$|q?-uSy-gl^*Ik@mgX!KDsxw42aLYVz)4(Ghg$|x# z|9}tzia>&(QiCxDl^BeGvo(Z_ZmP+2U^d>P81HfM(kncXSyu1dV6CG$b?aG9pSq0` zr%to7vJ&fbn#W_$Px!sx_(MMV`9I>h^XJ){mec_%Nf}!c8Ev8=AE4>uf@81pgxM66 z_OP{sse|b>LZDd=*#MPyVZ6!8Qir1}Bi5FBEcX&thaJ|ImgsgfX8jRY`ij-m^X&O6 zoZlKpvPLH-@AauCldGc8YlruqBuPkCR*;nunMp{Ks1jl;8;{nj49~Ui)kIx#{h<`* zH2<4y6CoOd(Hb*50ZB*(8+`83=lHeX{y0bf!@tC_&Klb7QCA1lr6y!NVmSbMexPU%oyONMl6g_do8vW(!$@l}ZS`u7TUZGDgCWmTDzUg? zie6n|eHiPD67f9q+|kQ#%SB(e%!O|TVJi0ud_;{#r~xCgeNx76p} zd+y_dA9x?%@Zi0C-EE_on&8k^e)`-tfAr`RJo~~qe(w(+VP}8F*8Z3>2$FWd7|Pl* zsiut1yoGUPvC|n;GhAqiAOUnr((NNYP}jCOoJ@q3(k`j0NGrq1l_l=Jedkl;t zmm0A<*sYRL-l4ygF-T9)%{!nk^U~&+S?O@9zJ7fq(z!#_jzBBHc}rW+SUHa)fD4F8 z8iwaWR=CC57a^+o&-UP1fDgSoByTP<+S<1)YVxHX(<}Q}JjYfxICt(@KKhAIbI;wk z^S$46FIfVK=$Hss6-W(Of}PUqB~1MRx8HVzTTid^P;@yOXC=Es4wVjQ?!0F7@cOH3ZbfTuEHsS)Q}pD#}n%VOp_B_ znA5p~;7N_fB?_fAc_L61l(PwmHssx$eVUx_>m9yE=>#8Y>bhdo$vJlF6z_TH7QXyE zeEO50;>fMHa(QzLg2I>-?B0B?T6+{0uHVzBYA7E)8)=9dEw#U$GPjW5k%qM)ZEax8 z<@!*QxRSgo>Dr2Ja0~?o+As_icby#~`hJB>kC0EgrHo=3f z(cWW-Jp=rKMImTWu}sAUs2$!~#1RFJwML7kqYMfm3yRt+h9QvcZZQorN@v&!hASbb zuX-?p(ge0mlebchT$qY;rJJ<1yo$s5=D6`N68sI|p~e4S^Z@;w+AU2oes-`&wlcug zC2lgMCh{y&BWw(YT-w~^!3W;Ohra1s_=fl2M}H%pZ}kp5_ry#5)X)9{4rT@4`xn2H zci#Ut?mQkp@gM)ApX2mheIEMOAEBkfUppiyj;yWXtEeVXPG>mp5u-7w#u&q(lk&dz zely?nzHi|E2i95d&}PFZ3i#aP=a}toaplSumo8u7%Jv?6`(qAfB}E;mlODd460D&v zD_k%rNlAMHlBJy8XP=J(xZNK4Xhb*7aIR)D-p5X-%M?iT zew15}t#E2>iKWbu)dfj?0M(SLoM3E+yuXU+4JcMeT;8kMns}xYhb^k8jkg#DUAu}( zVO_vlhctCv+JaW9fi2YaPD-njclBh`(sd6bGZl#$!5>)b~+BsK`P|r=GCvD%P=VsK7CSbx|yfFl53VsbxPri!Oz?J@8iY zp5fUSpP&j;hI&A@qMEXo4%Qngn^6+bT9fDurXC3f6$BLm!8&|dMVmQpr+t;piqISs7Avw1@SlqRa?pPW^Yl;$>~Ww{(m6DeGy7648Xj3~;grZeb~18EOdmxjDD+h@?r`L=KQGyLW6xR0lw z4g3%P=l{W_OXv9h4}J^Z`|a;$bmYhQzQ6X@_}!2GCbu42hTqgCO`Gh%Gy=?XXJBZP*g6HOJQ1ID6+EyyG4B^T31ma`Fr;HL>Irc=Yjtk3R7zFTC&q z&ph=MFFpS>T|6f?);M+Q41?i_$xQRgPQ}ZwTxM^7!sd3Qh3A6-bRzSsw4UIj`a^#F zI7L~&Y)UaZphz@HVlYafdl^+}3BD$jA(9}(#1;`0I-NNXK zLF!Rm&3HOSRZ)UT2gnjlo~D@6H?YFZ!-{~4kd0`RiE=_B0^UUvr_`bR!(x=gHP7AX z#+s8i8fd3IfUjjkiK2EMvL0B+&eYOd+Q3yM|MCk@@W)S{qc6v~W3YkfF1Fmk)D;*@ zl7cPw$$CqO8}s$|-_2*f_yS*f?hCA~oZ|e&mtlEu1Ec$@(=suW#q< zYNJE(_vhR z2{W=VqibjM+?YW%<_Hxh6FAvXoJbSawXh`6WuN1tf+M$&xV&{4Q#?wRb$Q!eUAjw0 zdG6ecWW5f~7@RWT47K$rQRuWwn&gC}!l2Oz$~$~z31tPd8mTRYln^w^8>|z8)6vj+ zK`YB3n~{n~Bx5Pm^eazRN9V+;*aGN$5GI{wYC^1moTf3bbZ;81uX-32{2Ys(kI-yB zX<}IG7_E%heda5e^%Y!Ik{Cs09jVS^@2NaPQF1T?Q^Qif!;4ogaQ{2s&G&uRJNWP~ zeUjh!&EMoxPkx#+Z#m2V`VW7Oopa~-kALuc_$%N0J^bOvKgNIcBmX(S{ENT9(bd!Z znpdV5FzGg4grc?_)Cr{?kRBP~#4te-d_%=Ghjk?7bR1!u zuAwe15-Ktsa~XAAlZoKP;qf>zk%1RVC~GQT^74z%a_iEaEDgI9GxLYc55cHOV~1yt*lYb_PBAB6|b+VUF7&Fjh`20M>xp_8m&Ry(5gXP zKm@d?nD1$%iP{<>uNy4YNkd2os3b#cMO9g1A#T!y(=~`D%%%|<%KHeOY3&fzq1RvK z@BO1+;I{w%M>wkn?C)J-x!Z>y^*|_~) zF70l|=7UINNG1urUN@?|AB-_+hEfXC6!LoS3C(x%MEyun5VB@YT)?_E%OJ5}*442= zW7As1J4jS?PLxvE;PF8SKRxX7001BWNkl1OC0g z`hDE80YCM#A7gKKAL=sJa+#d%E1R&oPE}QypioBP(z@9=Ndx~i)b%>V4W?olMWoL9 zXrx5N*QyHq4CPC5ThOg0jH(H1q2#!(IigC|(~_gz!0~}$xl_|grt~vm*iY#V4V}Iw zs0kal3_!<@*rEfqj5&4J1_zT8B*lk>tk&c;*jjM4Mk*n(28|#gpu9qRgYpiegrE(} ztE<#A%WUeXtfTS@TZc%-bro4&V^m4vYjW=ylCb1+dJ^b)N7&mVbDj&eXFIh7m4Ql_ zWJxT!2(RK@y*X|;3_vtoFmDUJ=rK-b&`DxXCQttmi6&;JwD_4wZ$<874D9Du)w=^@`eMjpNurXxBy*C-(p@vw0u{1VKwciARSJ z?-}u=b_UbS45eTsffcFQ$SO`4$MMW@L|cyZ0_y`grE@=rC6lVBaJjtholXztOHtELh49rNALl`VE`8b zP6DC=f!IADa~kDmD97B{8(TodQXu)JNgaH@JvjW5dY8p%zCA^E5xT z#$*|`Dj|RoM>(4ywm`h)%!v~`_ey{~qm#x%&IoK>*(C2~oVn!`2KeD0{$bACw!w56 zu3XwhE?(lTXYaxTXYYCo`;#dv!#+V2wS{R}^1@3`k*}QrghN%1!{Jf<#lP}*kl?6_ z8PnMW6+GQuPM)P4KYNz*7cY=>a`H|eF&gUvW$Byl2?@%iSTFdtFP8YY`E?p2svy_Q zN&D~ke5MuH3WXvyii7ct>dK|)SuPD(8m&Z+N@62GCoypzPzZtXc*^DNZH}!ES;;!6 zPM>MHkF6A1<;-f2=??HZXLDX8j|Z3vK1x}6OYn{Nt2C}rKBpn8Sd}u-IluAn zr#N%RX-=K^v)IsKHiNZ(KYHm#u#cD6Ks1E&R>Y-52w$d`@IGxwOqZa7V~?}KU^fG1SKS*qA~QA;5^Rn!HQGzQiLjMU^_Sgt+621;w_&J@Obbkl|5icY@V^RwZ;0%67PBN{p=k~`Q+!HhRFdWhTZMG2)P7EQqB6& zqntf^8vy(JV`k+BU-;s)OeZ_M`@|U@f8r@7rpxBR1Z8q|4kql4XWZTyu{2s?RB4K9 z7jz-l5(HdgVr_1c5?n=Dm6VeS?8k$6X>A>q7(^MW+EdsnA{8b@n;fBmvXp1uIoRk3 ziD(r&)wXj2%o%ne-XKY$sTVk_)pQIO&&R`VHiOX$S1}*28Plp}dpu=#Qqt=V$g&}& zt*Kl|q75NUaouIcQ_rQHF}u?lNuCjOCo<5!8aJ)&-81ju(@tbdJN9S+BMRjm1d9$5 zwGWlT0%h>v+XzddnncTfTVU4JWks0HU{>Pt9D03J(uq`PqVaN~sZEC$x3_rs^Iztz z_nhUPQv)(}Bnsj>AWJdIVMGXF##%Py>mInB$DVqe7a#s(e3D=##VCzv9kpJa!-W{_ z#U*Rz$l7R(8>)LW67BpggzX_gzR)PefZudp&=qMfGH6Nm? ziTAjwf@%h{3814Wu`~{nYNKA&oc|tW4A`ciRwv|xgi3di;Bh)zxX#x%X1iM)Ikv&& z=U?K#`!D|+x&lA{^FPmMWrdeFub}$9<}6suSuKpBg2W$2mVoh&F3<^qFg+lt3yhnP zxPnYda_z`WU_DHDXeH%z5?C5(M#~vXBTat@!=WeZYLtPr>tFz+4SRLYHZ<5usEHhT z39flj_Jy%E6d2XwZX-DDkHc$ z76tpNDOvDBnMAdGA1btWB)+2WYEIE3aSB^_Dj%3?O_65o`2glkXz=w6Gbcxfs490u zCfVLD>B*y*r2+f9SNJmzy^Fv7-+n)z{rqJfd+O(KiGpq*)t+Wu$+C=#7cWv2B`55TEPQ<{ODtlkI0sn2v>Q) zhr5U7)|b&S#!@ zmZQJ>`yBtP-@$Fe<4ngd(4m7E1=*0ECX!Nm9o}-+aUOj8tvvjh&$Bz55`2bj+JS^b z$5tS|CeY-v`aM_~MR>5A(UOnSBx!1(+J(I)3PnY4z7Z65E;2BUc#H@lP!mwfpj524 zI&@&dp#xM$V;Mq|q1M_zXji z2^|PE5fYS!wQ1*wzEhr3IZ9n)(-2d!-r`&!)hR(aYHF<1c-x322SK5+!Q&)CwN?v~ z#GF>$0#Rj#1gK3#iA5_Puhj?eB`Zdt7Agxx&>WbQX=a&JHCAP>N*H=`+<4qL(po(4 zVl`x}Q_)cG@8NC5$iTgCJ%Y0p)ocpX+p%e)G5Z(ZBH_zU@2y zJU{g_KTSUAa^ccNUfCb>H~#t$@B=^eA^z5n{Q{4E?z5b~bcOwC!M@8lcH#`T+@#b?_;kf0Wk?$6plbp2|CG8X->dkD~l^;@x6p7T&f~| z?{QIqAozID!Q4<04rOK#M_I>+K}n+x-W$O2lkt=p4soL6)r!H1;6vKfwCE@^=wQDr zIKQ<+P{Q%G5zE6akT97ZaAkXsX<75qr9Cd}>@%%FB|bKwv{jRndM!)6aPZ8Dn|EQu0Jio@FbAW;z{wDapoIvuLzW#~m!6DtWQ9p@DqMqPUeN#n4^ zNTPNzKN^~xVC)q9MxZ56f7oaH(gptJkN$1S0KfXH{}-$4>%8>xIhK!|V5cm(VT47) zej|sV&_2P~3YitC*%;%dq|8{+6NdVLm1N9DzvkEwj;|)HEx~%Kx%;R_=>R>TQ$gw= zwNZ04g%E1Iw^--F2`Z$RAZSSlMg zmU13^@BsjR?{^=;7{kWt(|r2VpW(&t`4Hdzq4)C1&whZ9edTjF(Y)j9-pvpG(1&>Z zW%$x#PckcNI)f1>Pc1PiVYs}^Bfs_AnA`4o^)IlthAm34MGWz*jXYBVX_iO$JL(4@ zD#3|~h+l{vS)#y%8t-BrCy2s}J3KsE#$AXvsqxL>9HPc~<%FPftcuB3mG$8G8AM_} zC=z-lMpvSUEURYoD{xvfsU7DoUFP!U7Mn-cId$?Vbyafy{CT!_cB#BDE*;YVLC3Z! z2=U_EVxXIzUDqBq3sGy6yP|0h84vM*t!icmW9t2V*xI5Vjc`H8hYf6sZk!o?NaS#i z;4HyJNh;sXsj42-BUtLw>82!FQ?|8ETE+KDa}KH+k`Cv$cKOI}eT+e#CYa8lK@ZIdxZp|)nnW9PmSa+l zPBRWlLog=h2HUj^&HN}6oeHHJVnfrgk){=ka?I*Xg2af&DU1#1%9B)i0O3IZh8Wr&m13mjg$K zjzQN#W+~S9@wq0G8HRw=RW!yn!lb5+tVlr;YMoLkLoJaA)sbCvn6(p(_@?05w~)6& zmw`@c$f^_x3BfAL!cr6kI*s>`=P3Kf;=u>>#pS_cR_Uk{+OM9?W!2|0s1Agfv|C}eEyTIW1 z1{Yr0=Ewi;Kj0UB=7;$E|L{NK<4;bx^R6x@n~nd|fB&EG%GQ{Er^ERdp5x2U9Ppm| z2mI4t`MZ4K1^DYf_@fIK)g*bD=UK5=HeqT_37W9Nxdap*Mq98kM9GW~pLx$h^~ubv<>74^iGGT<5Je z^Q&{pAnflZk%2%EQ1Z`51PM;*};Jx4~2TGA<9jao1UHO`ZZ$7$> zwpct@vCdP~o_bcnWC~>kdt-cWiK-JtQniYCF|Fh69-PJ11;Nfp#LzVfojhUO&zY(v zdcy&|ZiW}3s$&vN1dP$ty*^BK=?>Nih2~?AJj%)S4eq=1ZUzn#W3iJ0qdd~-lKBG5 zl%=f8*WZ6HzxA=_D5g^`j7x%5*d)PAhSwHBusBq32(~GJj`aOG%xPM#f6Iz%7rNO* z&Vp!+Nl*f1;b1m}-7Of8BYY?cb=pOXZ}L9@#Kq{%R`C%W4#5WB_zHq|VA2dPnxF*h z7o4S*ndt&ef!(2lp)_cX3L0;lTU8uEY-7mmf^lj0U6U*G@jGe{hMID+&o_PGA(nga zr7!;x0IyuWLU(nY$+$vVXY0_@0r6N3nX@dFmR@N|sL|B{shhBtTTYKOCx)I=D}keZ z!A1 z5#@1OP)1=DBwCSZjZ+#-iZYIndYp}<5lJjvUo&zujuwiEI8;?}&@=3(8fReM$-+nB zVDMNS8nR1!`yLwO!$aw7i+-s6?celceohf>Z@AV#ct}%hRgv@tpi>TJHEDmDFFy7R z|Lk}Fh}9Dh;L#lHdp`0zpXH~2?pOHoi!UUJO9(K@a1P;V7PXaY2|Ph9zFL8wsQ-cWuM2Nd4)$l^VxW%i`PVRIJERu)AVri zA>QO-8djWYJkpkatQtjlADac%Gpu*ifRmUX2#tXWK}A*Xwz40Mm-uiJ;XbQW!=8&& z@wUf~^B(Ukt&piS`3;#H-EhdV(uT?@f=T4ynm6NAzzTBk8DC2`J-60{EZx+K+sRCyFNuA1Se2QZn$ zsJ_1pSr46e5M!F-!^VS9`v`BUc%u47(@w;oB*BqTqo@fu*A~z>bxxr%SR&1mHS5+I zMPCz~#?(s~*FiUONkPrP6p>|@)*uxeS&deDTta7w)GF93S?_0fdxih;XMUVK7k=_5 zf0mv72}nMsHuEK?JTazb1E%3 zA0sepE4;6%eMRjGtea7Xim9!rr6%|SQ&;4LBQHFi%8-%cLQ0`h3X@PL25mH5@r;TY zd1R+s5^yUb=YirEZpIt-4ik|YV^@fhbE&s?~`xnKJ*zxw}t1c0I_ zn9WMC!p`kOaWF1$N;Nu+5xUb&*i%=rb}kf}mv=2+e)b~&;){>*!3R#G@?I1h z?xpC&kgAxc>>xaF`w5;nvBWbkU!t^A=p6&wjcwhN9ykb6&%dN^*QV{+)If+KNTkb% zA_NPz#CwkrS*YGQlmwDgW0yySG>uU}+JkPN#KfGL^=-rshcK*(G9cAqbzS@j&?YJS%tNMQ%5(r{L*8*|9$sz%SiD{ zzy1g8k0(fXiBk2cB*XOk_*oI7#=1c47;O(onbOgYQ}sS?O%6Dv_ZbWlR+kMM>zX4+ zG%G8CZZ9xesgcA-=3g3b1RDaiS2!p1Tr9G^p?;!V^Ru}pbUQx*oC`QnsJ2kIA(V-a zFED9}RqcLrSRdg(Y5MVK5xn^MBS^ppPzY}BcE;yJQ`a$*oBm){`tIitCzUI>pu%dNcxHJRVcmu{FF>is^KUt15cKA>D2lAohjY+>9P- zw@cO^qO(3#ZAk_LIwwvro6Xp}a3LD8PA3+Q{%IaJQuu~B@(=3 ztPDE1a!T$MS#DSzu9Edf6h*ZPo%_BguU zXMHtgX{g9@8>MkF-+%!=dTtR@M=;Giys9+Oo%>&l|xWy9}Dfp6UjBTM~Op;LyIR7j}c2Eo>UwrSd6y~ zY}-WGjXxg60NQgGu9C$18iNEE$7?cL-p7q0A_T1)#+kzgPdAT6uHO47mt#y*0}(gH zWPd*vC>ukPB;*?#O}K5TstO4Oz9_LtGVeDOsmWbd*VfqD-2B%)2XB1bw1K8NB^H(5YmL>_hHLJi0Cio@rH|$zqKfo)C5n^Bj&bVv8og9-#hB_~ z3tvu1Y{{Ubm{v1PZCLI^CI3r16TEMf?zJIN8CC=@NmP~S3c*fz>B>Hzd34IhKK*6B z{h_y#_BZhRub_NXr%=8^)Re9)@xTLb;m*%J&SMuI#Z9*&G^h?c$p!^BD5No7kr315 z52_NAY7~L8D59|o0T~SF4h9s(6aeRaR3#$BI<4k@$g&ir&76_w+s2G>B5xkC6Az^u z3Z}LQLY!=FdO(Q>GXnz7muO$1gF{miWEO~kMY zt$h3s&hyNQoTW3;3g zbOY!T!VE&$)Hyb4_|oV}h{31~NhHFjZ{PrK9qRe{)I{)eCo9CW#@6ntUS=ZFpypx0 zSVdAs2tF=M5Tx-S;!^snJ}YJ?BFQU+fC@4F&~{!?4wP;Um?u#dtAtc*GHuDI$z4t6 z>xOL7I-Zof zX-<}R2_aAv1$I_orv;=bx{=ojKE%V&7^v$Qg~bd#gz#^N!D<;_^Kla+a?_~jn&Q@L zH{x~h?KL;}O%BD^Iu?!A{392PmMhD{{Gn3wC@X}3caDSoUEGl#Nt$A)$SE<#k|x5a z3(voN2`_`+jpZ4$k)xVR4 ze<%mKY31Q+ph8hM;FZKQx{`TrR3u=O#Y@zt%#{$7!zo8kEL~gD zwe=xMsYs<<001BWNklb3|{AnH1 z5-Qr!9){}r=dKzHd9?*n#39>j;XM`=4_fbPzImI%)Hh(b7L8WxLAL(}kY)|rwQmn> z=N!)0T)upn>BfK~-4R9ydIXd&@x_GM_LM>5!OxJq%dnqgRD3Vd20s~7=nC-;uPo5C z0+B9L8*s&xhrjqVpZNS!96SCEbkk*|-bUj{B;e{9lX8o0ug^Q~yMue~IKjhTIuF%8 zDjVU8Iyyje8KQ*|Po=21U^L#k*bs65ApUN5m)UTLWHBPtN~3gw5sfDxjaYDP>!?LY zTRgmAu>6hJCbsctAmkh7Q=4d@-5T?2zQJCSrvF&5coz@4SZkQ!Lk2!WNkCjf-?t^H z_9Um*dFb6IdH7{`;!96*^#1$tmtMhconuvdRw?NgTb%4Vj%8EM^lQ$H9JekTPOlnP zmor%QBx@yETA}A8pC-qmTX8sr3L3lyXYd$8Py`1q_`~|N*E#gOj*__}emQ z8H{k9acc4=ivqP*!9HP!n(n7+iZ2z5#FRDppz?i-xN`6x!&j zbxxF0Xmrz!SK^IjOM;KhF#YU+vIvZp*O{uCfR7Day+Npw=!+un-==CD4JOG4;e(~vCU+9`-? z7eSitC_zcZb(bwADceA&*N4>Wf>tcF6I{iN0d&HL1?&cDtA)#X65GYdR*-?RH6Wg)xfC3%;_{QqK1U(!nGNl~yE4f*@4E zGh>OpXhR?>VFVZFM*}E1 zykDG)-J!2Jl-nyf^pqQKx@C@DW4IzyR4o{;mKN_CSjj+W{#r#C4xNFdP=f2`aQ-6e zw;$)yqfe5F;XnBHZ$(Yukq`eON0!&wdGb@7T`?T%Z1Uim=eXPB{r4PY5O!G^3fYky zRubstpfoj5NFecGf*`t;P-^ft?{UEqYTv+V3Q?92RMZ6&2;q$~-&%HL%vaTQjk6YK zLtGOA#+ZlhH%p_)bVAsqHi6+s$7 zEYmO%tyuC<(XVF=tCFrY?D$5FS2VtbJLg8rN5cq*PS@99lm(!<{TqMm)m{)Gj&PXQ zSoHh_s)eMalp8Va?CRtFNo-U&nX; zS2_-BuiB`neKe8Q!CvfaY)c4^ZZ|~-i=FM0X-`H)ip6LZOURtZxky)*v{BD!l@+{; zxr<=q+Z!E=Utj;lBSaRUZX}Re=pQ^%$4G4;%%mX?|>#j&*qfta|rjq1Eo)Ch@IY+kxZFH^kZ z?z>P@vi0(F^p=K{#e~#!v3O3LJdH_mzVz5*6s4zfAs*a1i&1-%XNZwW1$9X$NuYt$ zbedv1Jyf@YHVMuLswxsu;u7mvY-agv3PHC)8B~ zO(uj^^};r7Jwl|`>ktURk|qWT;C!P3Xi~%^h>o>~Qh3D22tb*PkmQkZD>`0tH;=Aq z>Z!(?EJ?wiyZ>%};4i$NU-^4K%Par#54ok>;-RC82aZ@CJPr4r3B2vTE*mEu>-R2U zjwu*=NK24dysSh>P-qf_1bha*kygThq$ri4RDx0|qN1UVhj_eiWUdf@b9~!5H{XA4 zPW5nqhDb*zFi8<p_gWXd1QZE@w-5RNvG}KTN{Q>$1G}1_84SFCmpjNlYMUZTYWD$mN1Xut; z!jwT(R%T`9b7Ag1W^1s|jfl*uA_!#lQiGLet;qLYM!a}8?mhSHv%md)-!?@H*L8uM zN{|yZJ_gEHQ`$prK!jpQDbsg7%PtK27!6P&cnr=sy!CkN)M+Oha+K0z4RQ<+GckD* zyIlB&o2}ubQoSa&q0SWsOYe#|rV+?cMTMTz(7^RkP3vbItKG=Yd*TYk^A~pMM9Gf=aHvtuyOWCA7*cNBgY5YCb z+s)a~zkLhlGbCri_BQP9sHId9pzBVBQVa7`4r&LE1X)NiU<}m0BH@TRtBwqF{8R-@q?dmILZ9?|Mh>u`QLn>d*ApX|Iz*lmv&t|-O z^Db|_bAk}p6kJ;@`w%1tHD|XC4>NI%(Oy_N=M^1zAYH6ld%VvO;O^Oszj^g0i^YP+ zkN0@`u}d5t?UI&rjF~d8cX{)jGrsr6JN)qGDJK^h?`q=Ew!<6Ew2R59HKKI`ubyl% zCB%Eqmzghr^LzZ>;|DzPFaKi>M@P&~-(a#cW**NO`E3$QUU>2vFMaG;zV%l>X5tOY z2)*`Oq8Q6FM5czjYfy#yM4M_C1);pZVxQ3{b7kR+FG$4Gfk8SoaZ zu?a}FM?OrhZb>i^8FJgz#F4()Cj@ABIk!P-0b_cPG(pTHUrq-HL|f}*Kq4>!Np?1z4JL;b}VRU zoZ~!Cx%t;O`N^$2{OGNBxO1VlHKuLV%Pp6d9T-gRse#HQ3<|46aYU1WibTz8Z{FsQ z{_Jaf_M^}6Pd@Ps_4WY}Ak8pdfCX2kd;H^H{Ve~_AAFU&%X4xpi6?_=UQpE!2>H~;J< zkel53@t66H&m8gG)=l=t9qa`d_fQ$Y5topH!BitMYT+aX#72yXSOOl84`@xz3`7jS z!HfhU=>M5mYIQ>?pe)2cZM_}lq0zdTDRVPM{hagJQkjTRh%v5Mf|QsoesQV)c@u7^HkKeb=P@c{&_4_B0b*Lbjf{c0%b!cAJnHsKL2 z@3uU9{fO&_JD9jcE^cvh`VJyOmo4H)j7Gcck1e|+&)6nh?n;e5kwQnG65c}N9aYuR z;a8c$&vp1IX$H4Z&l)K0x4+9H4fBrD6V#pN=)%Y>YS0BS@uE~z>an>qTRE*h37ke^E$u#$A8Wfm-cw((hiBc zD~NM;cFNB7gkS#T$NAigAK~AA>3bMPO1G}m-_XUL{`4;W#ZAD$)sL5YSD_bgMjv?~ z61~?LuKfdnYxpmYj$k^~AGWuksA!{hZp2*&BKGTEpUOK{z{Or&c(w7e{9u zc3e@_j!U~^4z|afT+A@WlDdv?eg+rkL}!tmEk-*B82fNGSJr!sk@tiHWy9Izy++1z zG4F8RHmM^l7c9?~Fbm`( z!Bhvhs=~Kp&X;pu{>ry`_OZ)c`Ry;z0F703jLiwjOLpr6e(N`Wg|C1A7X7&;1g%ln zoJh+h+} z>U7R$KKT?+U*G0)pMC;HC(Q1ChZmmPB8N9&%W0;RQXvabc-1BAOl3on!90Tn_bHiW&PYw%eGcx-vJ&>i5MdxgjH9C)j2O3Dp0m1C;{TV z^jNuMSW;lU`<~B653e}!4_TWeg#uTZTFSWL;02OMq0s}$l;Gyp&|)F{6qY^?htHWd zXQ~`=2qq`Q2x+KS4V1-_@edxR!yWix9FKz5zn7sYypc@km)N|(gc)((kd_yi=xJ@l zRnVHCjtmLYeB5^~mhinY-9D%Y`UNNZ9=a?nPR!%b-oE@_h-7dyK7 zDRTE7oXo*g$ksL?s9jDqn(~ud_xR(N|AHIWclnJ^KZcb+MPh4rhkiDvn(XoGzx+%5 z;a7ja$v59%IWH_kqinR)Eg&qwHf13lAiA;uT9nQAz%?C$l`VCyv{_d`zu(*q8-dCV zP7MlgrGY6sT(eTMi7{d5@!sNgb_taub%*S1P03bkBWe)^X4p)mtaq@37&@HH*~>lG zE4b0NTpf*=)FVFo_&y)`_%)6{{Un_IkWqaP)1Gs7x?tWc0O)9*=_7!wf0KdSK1#S;HV=U^<>q zi^a^AND5q>pK>uaG`XX75W6Lg28+Sr!5PNQnBCo74iAr+zkLU>72+a9DUXDR#nv@B z{QMAs$>2%IGLV)t=t^&{wn0WCY}1rNx@J{6Ha{;+_jl+*B=k`O!LTS-4K%gV{d0hz zwmw?h5nS;uRBnX9mwa=0w&) ziIV#^vMkux>8`#G&skD=eG;p?;+*Mwl_fZa1-)p}l3;zS@L!x0q$Ar*GxChbdsz0U zd_#yr2tpP$8MXo`W(a2>0cYkMhck}5J3L`ecz$a6=o|5n#C2t>~u1WMArU8qAW4I1ppVgI~O{SewZf(yF|}~C?NIZtfB!oiUOD2w z`lp{^xAM&Aw;6A51D0%^Xhi~*}iD6yK8HVV>t?k+^Ni4Ku4P<5Qabi@A zzRaXFhgNXo3T!6jCG#8rhp{zs(Sx5-`!U{lQjAC+u&HCKKjrf5Rj&IpuC_}apL9IA z6S#4C#FN)6_Kq8NuGF~QF?{SY$Ssx^Z?U|%#s2O#^b5Rc$;K5Fv{()0L{3rZ>ca|Q z;>La@6-Hsy4}@E<17a{HmEbX)7u6b>;eOe4&Zrt)>|+sbOUaPbjaECXBtw-wIVU8d z2DnLkWaZ-W4u$nPc*k$(tp?(TdJnQeGBS8G!sd*`K*|wParz%VPgEV8;FR#u>jokQ z0a1-w3~_B2Wx!Pq>jjeGBFt4|=CxsG?v?47W2VYA-i!#w5yU7P7?liIrx~1Xql!PH z$qXF}?#paHWNYxFOzVRf_n{DG&FT@utcysh=?of=9gnaULJpW>E0fV(FMQ&8nr5Pbr)_Ck&kmXY{Ga?fcNc%gAAR%3%w{K8 zH)7r=meFFT2b$@nUg^tLXuPL&AYDLWheU9dr>Yyoc=};+88R@t8L)=AuyLMNH5^v# zzf8s&WumFL8Ittcq!+Z7WGrGlOs0?>5)!$aQ}+wn+%xf+V|R~F9ripofg8tD9zWXV z+HPcj-_sn7VW(!n38S3}m>y<(0Y8 z5^cQffz0&&CpUkv(M)fhWevoZfiN^^$v%AJQP6tWvAJt}*K=Bn5bNl3?UE+|`jD5|f7ZBo^0|LAYwIB}-yHpVQyH3o+8? z%ye%LV|-zcYZlFi^UVzPc8J)_=Yd&8nDb-=38taS)_ zb&Xvtsg~!A=O^rkQ;wU+^~Q5~yyUqf%Z+wLKN+n_?N&~>tnb}p>5MB~(B1o=%Z>B?Axo^@H68`6 z4`j%Fb&btz%eNK6nAjz5-Z_KRvs^BD?#6WTS}vP_-d53ML&}!4eJgSsrko=mdyjoOX6|6wr9ZZCf$Rzr{ zr%N62)-AaCCKyAEkqaF7s!;4*5!G6pbx795Bd3I#*Jh%%ST{IouSK3p`PLggh~abw zFMsWOeD)(R@Z{$|N89d@yK`(KgyoFgcArmv|Fh9D{X^= z2uU&_WkTQ6pPa(Yo6skcv0T(GrfEo0V5_RMpU+`^UNX1{RfZ}J`xzmbOmvw{RF?)< zI?*DS*y4IM9d@o(d!EV^$SlC@gmFJ-Kb>*pPI$aI=b4?%vj-K&JHq9wV~+M6*N-gq zmH-jLlEpG{(KT#cy$rj@aJJy&EHE+Kv~^4F63$yp>;XOJB0+;ynZCwCW&Or=-<)e7 z0CP=@T9p;q11XVXqU$Mjw$9)zM#}ve1?g47LG-F9=!Fy_xd#bC#Ii7k-a4YQ4302H z)UIiBqfkhVANuhqXg%y$O{&eHHPBTpUEfnx4b~biF7EN;nhWYvKH2t ziM#jCdGp@eym9x0*WbR!V!nj&7Qm{V6_lGci)uj3!(2i`syvIzqUNOzA<;|HKURBn zD&K@Z?<=B9VV4beRaVD_&?%{7xzxpIu^@(^(9eBvlOd$2f=Of41tSaOq%{U381G91 z;DSY2_4G5P=F{w6=G%Y!24DQsZ}6$-p5x<}i|tj2*pz`epM35Ke*Lo_D!TPMhXmv?X{Tb zwFP`NZZI)HjQBp&RvsS=5-(obXANOAg?fkf@ETOx5Cb7MxOR*&Jc|p`AlM-i->n83uKUW> z;vx6_QdZ`YXr~bM(Fan@_~H#|7^v!+8A;Ju;S_x^dFX*v9_8>P$?9j>>|-iAud~m; zh5!H{07*naRCCS+wHU6eB^N)`oWP1J2x`U@Cku?j7>l)zZrQ02IO{Q*qOFo7n5dZ+ z$twRS86-iKJTYa0I2Oh*a}}MfNwxx00j~5K8_v0A^D7_U)wz4PQ~!%P9tEw38ACrU zp)7C%p1r0(bG{%rPYl@7-P#(547+Pdkcx*LgL$vj2YTGeZ?m|7KmW!L_;+9a z76)JWG*@<}Ku0AJh&;K!%jZA$alZ7;Z}aDW`2!dw81L%w$HIIw0?uQdqpm8_{(+Lg zVuYhZ#?vXuSYplvC5=VTl|Zy1q?0vFH82dt7^3kcGgung@;myvd7RVF&Pey(hP*%~ z71MFWlt|NG@btkJSK7$adxobEDxN&3xxT;P(r$oBhE__`RHdYKQjte{G&{$Pr&r+k zDs+i?7pd9_))fs}JB8fAxB-dSeu0f0l6!LQu~yGrPCeOVY?*f-^hjNSi?b;il}aI; zQ3^7ppM$JRU*$PJ61R^)jJI)q2Ny`NegBV9AhItUW45pb+eg0Wi58(h`Hd4RoZym@lQzx~6n z@Ywz~|NPfpq;i9oPNZSMC!c$Q-+bvszW@47?#!0>+G#(xoL5jKDXa9!Iok0S%LDz~ zqv;mTSAu({P z;dfeYT;AvDoe@V(;L}&f98V2b4;{zH72A6ih)I(#7u-TXEt8ir&0c+KP-DV`sFj-lGvLXg-1h9wny;ISy zil?>1u%<&s3>HV|LTUA~cAIbmNyF$Qw!^#}_E$n7EE=t44bLZ~uCFG)Da{;JHMI(I zl9c6_q7?lV5G`i#9b5&#xN^r>6E`d_XB8JGrQVz5AUU;K%u2>EN!t)zxQesNGxs&Y z4G#Gg7DFB;&ngStga=L8__>-@Fhp+$O zCe~zPS&VT`wOJ|Ar$}}lCm^oIIfr2BLL$U~ID@UUsi7EQ6a!uo(PV;wU>mImu2^+L zz<0XHM1#YYbKB9_C8zl|#5Wm;z0K7fmV; z1JwvuZR49g^7s(jZbLH#JZEPo#QuVvt(LS{kY$do4J-mIdxhnakbj$)O8WmQ%w zjHsE`V93AeM`%SeVZ$Iqwn)z8WJ$>=0i$#QFoS3~8*)yhReeh(=T>BBVuHzLRe;K& z(Enp5M@tSuA0b9zW-}MQ=FEHMzM{8IkrlC}N#z5XmI2x9UjE@E4?YT7AN##;zSI9&im15n`c>E4}aMJXAq%E?eV7Nb?26 zp4!(`)?iYi@s;j0i}7bFH+mKj>sZ79CL`A4n+7CdiFjkEn@U{_3MQk>JdhA{@f#ex zt+teqoOP#dpt25MITo`y);rSBhp2{nG$!FlA;V?HwJ-KzV7b;?!?2~36e zHT}gIy!krkKYT^I9bdUdeRND7jr95_UGSOg>i2zyuBVMKiH1owv~;9+n~~h1I?g|Tc66VeFZ9COlpX6Kpx z%ZJ31+f*K`?dX>?rcIA@bFDjWk6{6VS0cW6QU-}xH&`ao*5kq;jQZ6?t$)hEnp~U5 zYF$+Bvjs~@iX)UO?6{K67Z%_A^pvpd>HCPamdbg&we;PR#iC=>j92EiN~q9mdw{bC z#|+S>lPMQDeAarFGuo;|j8Q1Mum;JZ-j@PME|7F02atfWlrk$jD1&|$$&uKrD@RC) zQM;v(I2MVC95WKML$bFuQ8MFZOm-Egi#fAJ1fzbTvjC^Hl@eN3}^2~c5so}Xj73rrOd(_>@_ zCX{*DD&<@(8D&yR78ONf=(Av*)0Q}1O?{z9a>0wv*m z-LUWt*b1^{@h+P+lsUkIL!YgmyW#raPuu_Tl#||{BcdwjKDc^)J4KIHOVH3xd=72 zo%qTUXQLDH{avrk`eqy$cupamzVFE=r&_O>PRTnvjHcT-=Lk6?gP|>1>ES~yqut`| z`33*i7ypcL?f4)5yMMt1F!Y3eN!5(`{O3Nym%siBfA|;QBV2U!m3`p6>!Ov+poz0& z>+}z(0(a$ruMEo;>X9xu!-m7knq_CQ_O$8)(`CnA7uXLydnU8z&-h3?=juVr6Hgy< z?MBUHZ-$?oQ|)Bf75ejtw+$v)!rWqWg-;V)D*ebRf!;&2gV-&Wp=NJ-8Fr4~^ptdd zj_+nv($h-7n7HE7fYA=WvZA_>#gQ_YtepLnBGw7DR|k4)1(8bkWg;XASTUMO4d+pm zP?56~_8(BF=cyRpsyju(7btBAGAS!GY{cSirJDj!r;9?z94O{VGX3BYnFo@_z+|O( z9_r7g)Q2{-x&>l3m{jIap{eI+iW7$=gNWIUforG<4EmXe0JaUQHuNcp!VcE0#k{M}VG3D6$W9QO z>1`tBtnH_?SfB-TYjsyHgNf)`1iI<~JFpcErH-aqOHNrG(a+D}?YH6V6t;JWA}oE4 zxT2{Vn2ye9K&UEhUyfrg72o^O8~py4{*sqI`zb#6%vJW=njDwZP3FnNDgX30evP+o zopS3N-^KZsG}H+w^!?&EAVxg|S2dEA2(|>Qb_`b@$2Oj7dzVy=h~gn+)aEEtc}p!9 zjJkX5E>1Wi^W@a?#MXrCO~oe;CtN+OIec=$=&~hFA`8D{<|FeExe!NdYAQ1VZ)rk> zPsQlBkJ<@&(L+52Ga;r*zjrm~Z@q=@J8CkOHLFD*smNF)I3@a|bs$hPS6ebU~IjD7gJJb*g0j-S!;{|kt#n)^Q_k5GSzHkkN2R+zdE>=OJqz=QKcwZ2Nl}*L)^TXiURi%G8 zCPK=1YpE(nGZ_>1c96sB|PwYlVLf>S6kX@K4)^X1*1K_`}#Zl@BikHxc0Apo1JTi)KyDd&Z*id zzxt^c`SvS6;7`B&b!5EmT)aNFC4d2>R1Dus20bV~eFf8P>~tG%9kx=sKFb6-;H9S_ zFijVX<0-rOge#+-r?%ml<1L;#a$K7TpSZjW^%AxOMuHzrsjHS*ikx3$&Ssf$v&+_sv+5_J zwLQ&B1ZylYqJbu>Ctlqc+S=p2#a0<|w+bRU4HQ1ZT5^ml@4pZNec!J#Et24z1`JbJ zbys2gL7cvv9~DcRIe(*g=5-jD*MAmji! z7$g}aTfFs!;h0M1l(hCGYJzKRtH*AXZD~zbNru&VWE~_U#KJli;37pXLf~8+GhebS zS832fp<1(|yUVJcrDcJQ_2ffX&w@um>)*rJoKz14ECcsvRdyYK0E6mAa>4ZFJ-fS_ z^_LG~(z+t}9iTZ$G`6B1wT#)q9qg72%aOfhK_r?|h%<&2cS{88Y;mvw)c=p;MO+BK!IHv-x>=-`%!n0gI+~>70T%*m}*7}-gx>cY-J7m9t zaUkO{*){~6`r-8*Ro63$J=?Nmn;H4^b*_$=Jar7uUafiNis$-~u)lrIPL<$Ll!7ij z5-h}RFx!M#B9sz$yVtyZ##bJ}N5uk4Naa~{r`O#*(#`-)ul2+_i4Bq}Q6V|(S zL0^;CA%S-VyWwv?7#M%nkt6t8+lY`zDYDENZv`5!jub`-5W&hu52;cSwniCGtQVG) zdcu4T^9$_Wo^B8~Z@T+3u9AV7AxJ}A*Vuyt%>JJ0zS@Q)qV(gH=byrgwsFLM4)r$p z7WznTYoy)bty_2b-GBEoPaN&=%P-uZ8BZVxl{b9qg=hH9U;ZWj^`Cz2{`0YN`><>H z(hLO>Ee7S3^k>(AZ4s%71nMMg#mr%fTs1YvcFDoPHdps5p1BTBJz=(> zdQyFkn3|j_LTs_imT)m;aWioK6GM_Q%khXX5^TL-zPF&S664*Dstt7K5#R366B$*& z?iBht@#dTO7)Td0Xf2ooi%dwCRJUX|L2{3A8EdpDrRtP2DVkNy(qt($FJCeVM^2e# zCxjwK_C6@2S9*s@N~EB{s_XhyrnRbN4G=HT_dUKaY0YXLs9wyNjJ0ZvJCHXhN#mNj zJ~*#x92N@FemRTj)VJbxebIMgNJeKW0}W?m`}1lQ21|DG?wM}$ri ziKMO@p;uysDK(_BgI<3QTXu*lICU`-y8st6I6I@++9~KxCSl0dkZ`IuF-0F{LNnROVlEK!6 z+TP*gl5LrBVCP(Ob8b`}SF1B#dhUS3@hO)MmK+=hwzhj1FTrK8PPFdBL4Mzf;S z_be6*`hK}$0OlBxB!wVR7>5{^VL`N+%2rroNhA?4!8G^l$bA<8vLAtZdtTi3i(;@u+FO9hD`3xOD}V> z=vW2^lRfAnm#!Rf@vT4M+Cjspzl(`Wdeb1)E{rZiy$5{-rx#QZ6*0trl_&244if!*7=0 zoHC(LS{E~>d@Uu|oJ!`GAbLU%eV^59&}co*T6JgXx*0+OQ8BkMsuQzD5InQFAW3Ub zK4pC06GP8gT5_HOOEHXM!{w7PlhZL>H{sRE9=~^ehcE3+Ij{GLlxC!f!j?=Vo9TTj zvCN{4H*KNBZ(x!iG7<(n3R)k~Fz@rQ@AKGr&F0JB?|t5luK^SV%3u^KS|1t$=ulU< zZ%zvg0#L~~GPa0;S7K3vWwBD2Bj+>N9Wnd%mw|K6ZvL3P(FiM^UUo=J z2lEcX9L7DzJBIPet6cLln)&Noy!IE^)7w0I>7187vds%m)@(JW>~1Cej)zgL$CoRx zW2m;6#YEGN>E=r+9M-i6HH$pqN4G9u`xILc;wNt~Ke>w|s;h-b+BwBok~ngqn3E%tW~9`UQzAue{;2FYeHbgOcTD;iU^0`@ zUU7XSM}^-8SN?%jXbUtaNnO%S5$&3+{t=;cB4!9K<@ycH9Myg@D;>Q!W0(QDHEva# zk}~fN3j3)ed&WDr%C_|XGb!Z~unZ|UWet{$N`F6-QY58NSdm$8hv9ZLK+z#~y)7M( z1(PBsCxQfeAc?``ns(VRnT_evn4i=WzPq!$%c$k zHrI}FKYs|vBY5x^VGIVdn}Ms~{?k#TMebDUO=L(xU+)KV+hO4;BmyZ0sAQ$Nm$x3& zPw$DDm)I$$5U*_cTh^=~jqD&hi?+N3I3nR=eWalwez0Upy`teF^1;(ix zfJmnHRng-V##fA*sSW+2a<%sL8?-ztPYZ2h-_Lr!^70?@%%0&_Z~T`)WVyItI@#yH z_^r?LJ70W-AAjQ;Fm0hafxEB3sDfK}c#|Ct_KvxHaGBt0&KGYXv)9;*uXEfcQtEiD zIb>FyaC_Ea0N15PS##(Q4r8Ba^hcP8>fFOd1Bj-$KG7BR_W64pdqo-L`5It|UmN&G>WW72GY9%*6^-FO)XLG^L4F! z;~3QWXo#VC2$DuKxQq~t!L}Y_Cz!FvT2E+dy_vHC?~C5b=pvg7bFnNs-g!n%16fF+ z2N9gHG~N-ySi16ndi35=%|u{-1Kle>KL8(-xs-+YE&eeqeQJ9~g- z+rxkM`7iK0FaN*n-Z&)TCY*G#q#RZM*M9{s(0OePb~yiqZBKlEKI zRPiLl6iCsLvqFJ+qm}3opoXsljeWDH*@||ap=rh><+E-0Yh}zC=RS!X~2f4_<^smN{$AVzBfY7flN}3umfyH8V7Yt_67C#BwJ zEmfi0#}E}}iJ2Gz^Yb&9&0sX5nr!3i2IGtx@0M<}xOz>j93ak8gK!dOuE zN4k6L`!{&{@D49MZg}j{l=fhk$8Q|rWQ)&SJ|oQD;p5L<@pW2*W6>Z<>DHXJ&HNCo9$36% z5e*L#@v>JU51R)WnrJ2@Ct?un3c}M&YWN)~EnJMz;}I;*d93l;=^zU!3ZYMgPT7XF ztBU^0mMqH_Xi_^suUf=p-8>1}%ASEdVJR6_)^;QPn$|AaXhxrh91RSvd@hU4rEVss zAmADRQ_@To@6cY zQL^uyf@Sr)Rg=yLN+XRfXJolO{Vx^_2Zx zxUo0oqsJAWI2>`fE7*O{<%7U@I^o9N3rK%XyH%^b((D542yvcjG@_pFVB0BYi#xpX zx3BZc_uXy+0j(H z(Ch&<_wJn#LMR#Lh&wmmz*}``Fv2=Z5>aui81?$wxV8^^MLyUic+-u7Y?xgv*DX7W zL%bM+a~A77v7Z-sPoX!x@McxFQk`#J9a{{!=(#l0!c_$pT>t$Qn~$VDw;13-C31+k zRh=uwtS%QJ6N4cKqorT*W#gk2(N#u?*3qnJ4Nz-X4#`?UPQ?*FXN#nS6HCrQjO84N z#RQA%8*Ci2>^*nun%5>RKip}V@3bHdGWXQM;;KhM>t`L0g4X}X-n+$EmR|RLzwfed z=T@gKUDem=p8JKvAvvUEkrpV!mXySFAc-;@!A_tcj+2K3c}o107YBI=g1iODOPl}+ zoR>IAV#|T-#D*w_MkMOO$dp8JX1Zs(duF=2y1K6CvM=8y59`~fs)rL%!x2CaRjW}r zUDeg+?6c3_-}=^C|H~&N&R1H%S<gx`C95rp$IyVZ;h&Ajc%M;k1R;dluw8-C@Rf5iH8pXV>XewpoR z321)iFMNS7f9*?r^IzO1i|gDdBGvpJ8Sip=v*P;Iil=riadlX-!Gf%L#Qf-hvN&dW z=ow_26k`R>LTu!iZ6vleSvkUH6&=vkOR6&GQ!hQw-u*YZwg%7MdY)=90`)nRPbo2mPqrg4}8qMlF(U|PvRvh@R8O9Q6rDydL4bTn%5C+BAVnpti*pxK(V4p zseonOLbR)ym`{tpRR&}9xhhcJM@WTqNHBPtDXFv~h;d1(!h;;A_mZ?i%Su-;dYg_3 zY3+HB?|L9cswllA<;>(M=_dP@B=OWk_ig%l=Kz&JYQH1eY4Xls+l;&!5M9MShIg}y z2ZJGxhhr#)(3QAoaToKfA1E%8)+Z!BSZzso*x7+bT4;HmW7CZ&ri757TEdS#x4=tl zFr48QI4fE{42N-cAn7s6^XaakB+^+?v-#E=C`_hjz$r~-tf9f+b@-{kn@2=6`FaD(6Y z?jGZB{60VV`eiohI6m6r()0!X#?So%zxJ#D37@`omC?y}2zzhwrO$4$wUIHsq#2IE zbehGYLU-HbQPD1T$xmt~BSSVBNQKueAvZ7?)9oLTXBuUoU7X-(*jXF#SAO~@`NGRD zvSuq@dF@kR7R361S$&GufpRqE=8XyC@sO^|DD!pJ);2IEu&ft&w?t(V)-KNyi=T?;s)S2L4zbaqT31bm1BAdLdrfu1y+ z)Y~Hjm&np-4i(SL&d>?q(UYIO7ao>DOUo~S&TQ&F_Q*?}>|~^$Ca=f)H!ZN0y;7D6U*d zkae-Luj@Lw{#xp~Cblibcz}(Hw(b)3OEZ785AWQCR>Q^?=JF1Mi8u_0m`JrovyvA0 zkWdj$_a1Zfcn^%Bym^Dk_9my^(ajsk0&DZKa8 z-Z2~w;iZ>krlN(9X4USevub%YPvAzNX@CclDS&P7HiCd zC3gdc^)4G(24zJI;G9Qmi%|xaHTh^LGELqy$}FCa5KkG5GOoRNjogk|9zR5xnqm+c zP73N~&hqFzs?i!-O4BupvecNY;pk++qG`ygk}S`Gf^Yw`|BKiia{2OA+Qk87WpTd7 z`-Y4hnFA?wG$`#rMT`bes9=df^!0iU)(Wjhnt8^)Z78~a%A6tid@IO1-)X6WVun@` zt%RT$~~D!3r%K%c6{^Od6#=_VDm_{JIGd=VfjgHysQ&ui7~w zDPe>JCGR_EXmLUfh$4k13S2m|Fc`ve28%hqsp))`EGBwMowMET*=wHtRRitbLpT!8 zr+R&zY%oIGq%5H_k=-G2b39}rU_-zJoyfyU(LmM;OyB)XbQBR@RYaBiicGi3@K2cf4(cSy}Pk-<0eD>dZjmwv=F$X3F{_4-X z#;x!ju6A$n`mG_`(~jdNr)>+Ce!!9;&P-4?qX>swiW!}$u}o(x zxk2M(Cm*#OUx1=eD63IfKr2nA1X&lF1y&h~$&lUq_t@ONK{Xz5P}h9tt+#po^EaW5 z93IT+y2l(GmlU=p&*k0QOpFP2H0aQ4_=ygZlBHfC@sSU$q|RXPA6|v27-{Bh!UTDo zZ;3Gw>5_1)r^qbcf$J1XM@axaq*>9qLFyCNm}DtwRrjWiPgZ{dP|^ud(v$RMJ}b_{ z5!d-Ah{q}=MnMyD)=KO_NPWVJBHkN=!UZqYRWwrd`P76C^8U4#_Nww0=MCLl(JnOy zWV~PI+*uoQZ#-aOhTscLRb_WMs`gutwnkfoK z1=X;?td-2}-r?8(!T-WYtIeQU5h>`dDx6; zyEPVeL}yAU72X(%YJ+l|5zUZ=ukoFx(*_$H-EzjDD$r?;lu89wJYAK`Y^1EfI6B|p zVu#X(7(I(+jq;Y^bcl+NX_}5MM&5gT!o$;!jptuu?~Qxx?(L&ELC6b1vRvx>gA`iN3t^%rCBgC)r#?QoP_)1(AK)Wo3hF5nwa*E)f-MuU!L zhLAq^q_W{w^WGTxY!(H^9u!1_YdtXRX&cMoJaXDa?&Uf6 zM`PZZ4A>nE=~PA0Wvnf&Xb=uL^EJCDwmwo^B&|<)^xi!YF)mystn_oTgtR-K&`{(> zMKhVgGlf9PM?*}W;T57lu_FGeCxIC8>`O)9#&wt-gR$7PHH^)P7)&t4E@0BaC*DJ{ z`h+AX9F-QCntr`FJL=W$x95ckYF-G{J^=z$aM0D5W{JUIivix|)EInB3K=TG=`orP z-#lik^K1+=-qnv89PIKhe(fLgg{LYuo_iUs1KQ4b{k5ySd$P%R81Qr9i3Kl6Oos#O z$co4yS8Q)>GZ;FQF{qfMGmXg&F*=;;2&zCSmt1;Xdb4RzqdK65sPLU<-Y)SbG8hcd zMiW(wYdkcXof|Lk&O5v8E@r&*aK^Kr{UTJ`eESc7m)U&5bYh6g3EhAOqN6Ac4Km-9 zYD7{IQR7wOAo!4YT;I#l0#=-?4;nc3j=g18ChtqNQe>CU+lZP*Xb3*wqEs}J-X+-)oX7OnV~{x* zK8^SS#30WhNz+Kx=FY@*wF?x=5_JKT%!6SO6?UUPE&8g0FXi;x!;WCbedv@>Oud^C}$0!}+rLiu^6h`N-ll#q)({ikrrlW19I1pfSqJd5K<5Orj-V6@*r_6P3l-3S-7tW3WYJpe_E9!`ynF z+qeIa_ZES$zQY&(!q2g247cyTN0Aq7Z4VevhUCRD-q!@zk>?pPHq!3$M#@=bq)O1~ zJc}%Cx>D2=j{vT7^eXGY2T^}de~&TJgk_pRLEoM`^Q(#!Sw`?3(L2%X!+^?BD49v3 zS8)8880+cdm5V3+o0vGNlw8sdC$$2Dmqa2wFhvk0Fha-5-Xru^p--;L-Vvezk`y7e z0|lBNqtG&9Okj-kamni>$a@zE4l*rs#V%x=VtG(z+{*^s*&1(^B zHyEY0*C!N!uE^-Jir}G98CD70U7gzzqhg7~>mz$J%C*cCsx6i%eT9B@ zVe|lzGe0ar1-ednQoVvkuht<78={r&gC|BuOve;s5cFUaGPepkohSJ>xm-;TqED43 z_@0=Y3e_emoDVFW=QL(K7!}+b4S9QG$nLlRT>u#k}TUO6z<}a3yj}T1ZmKqXlyAgC|7s1gf1Ql3a+jN>(8Xyzp06=_&RtzVr$KoPjoW zQY|3fLOzNIlG3E!o-9g1LDZ=&rUU2%;|c*0kv)4)D}6&H$4J_tha}0f>K`fv(+yb6 zAg{=5A@0FW`bK%|Sf1{KJ7!!g`1E?o7j^Pn=cWM zG`DVk2GeL>{p?TjaOU`fx87r#4Vg?PWR)hw8QKJ*jVSFgT0L=6#lAyKIb(=to!>tO zgwdVTF6={QS90|kD|{!N)Yhds@vG-(n}APpQO1BOQ$vjayFI@LktR|Ek23< zdM|1sNe%|3GnTcZZDH0aj`D(sqk{XJCHJN|G1uTTnX4%aSs-eU^N=@C_#l9c3)uTd zii@NLXWRLY`uIZ+m6DbG{YfvawCeX;LM4eTDhQDs`kjSq6+$_uJRpeuzIYXD) zYl`C4*J%z9KpDoEAeCaY}(ZX5)JEJN} z4j=qBp;2r;`>z3GP}kw|=UE=SK~b{^oD+D}TSGi*SAC*Lmr)KSuD1 zPk;7R+`WfPH`n-s-}yFE8<`Xx<2+!z$1OWlS&-Qgjf$XhoQhcO2&xqTMo0p-NvRp>v5LJwRs;z_%BOZT!!itzu32L`e&YJmdXia@Gqc9eRBXAwAgTcmC z)cQK^=$LDl*ZACLp62iW&))^$)h|7ZFOE1mZJC`azW9~Dh~NEP-uvBuLV5gv5gs*P zGSOGq7_1YU8C@GOssd}6ZU=VnK0t>V<7!MZpW)k@L7oecqA2OSqU$=k1hP0UlIyxo zkf6q3lBn&9-0PsoM|2_LJ4e@@Aq$l@WZL37hp`#jc@EIp>x49fvkr7-abbcb_- zPK-gEyp1wwV`y84ib-JEL-bmX(M5c4oSe*17_2emwvg*Ok%dEWSS<#aMp>*j_$W~S z7=*uNW68?SCW3X5ybjnV;$q~`owBHMPAbDPi|E!f?IP2zq#3VsJJZ}<-=ww~hk3=L zVZ~Anz!zZ3l(){!uma#UI&kL7a1kFV{%j{Lb#7%>;Rkz+=atm|C5R7mOaA{01s}?j z`D1@Sy-e>s+_yefaBj`{8*!z!6wi{qN+^J+0wzj}Na-9EEyg25e&0d>lUbsQcoG*U zW@qBN%E0zjXj;_CE@AeFs(#4RgPPB8mAtZ%^Zce^qpDfo(2O?&Od2TF*_A)oVEd`3 zi0vLtJ7aNjo5ALD!tI*p6oacUe-pYESb{o%IFPEP&=i|n(oQ^jOxMs+~dgW-4` zvu>$uAd5Mu8HPDm#u0Puxw$cBd%d8tpgK>87D9Crk-KGB(AEhMzJ7pW$7g zX=)V9BqydZ2p`WVD=j{yS8Y21K#&wFB*|!HR|@e;^~ca7hx7^*qN7THo}}&(5K*(B zlNYMObOGH4NC-g}5eMQ{kdm1)iXFF+K#K(&SvLF#wSJ1+h+Isr6)s6Xq1Q|7<0|;0=S~;{@ z03A_zOpF*+g35?w1Tu(~B(7*6w6M3&Ae=DnPFYt=o*Efm*jnR->m|=@YF>J3L}_PG zIjB4o0gS^dajNYe>@v7=4@xmVQL3HQHv-wh$dQ zt7wmp$g6cI3YN1I%u-WsY*0>y5Ij~vSyT`eVNrv(Lf~!#ZR5#rTx0Fz5Q+k046bb{ zivged)Tde7xJ1`Qn%M$t3I>yPaMI>`@wuC93^T5-4Jl2;<`L%`qH-ik8zPmJV~ioX zzU6n;vWhWM*MctWE3ESZxk`aaD(n5nEmamtL_N^9ju6$^|2@a;TVW_-T=D*Nl-8K{ zo~{$8WSgpPb?*0_7haoE(h`*4_xLsm=B8^Yv$BLKOoGb?@wiHtU=MLuNtP-4)Q|`Y zk79URy?IO{6mcg^I5f?QsC`=n!UqmuhpzVNJgxh+?AGwZ$qF`w=YGdiNk(PO% zqsBUrlp-7;^wDd zJq$~VVTrO4rvlM9A~`CQqDb#6A_a<)D$MYY?s2tRa($X}>&iMWZ(ru6ZOg53$JiWE ztYx5$Ja-mAD>|ca+JLbf`HsPO2itU98m;r*qeJd}_nW-%h3hcRL2VHaF0(L~z#KC$ zmgrg(4VVGW7_w!JvKf<0+r)Op>4OIlJBGs{rOlzNU{*6bttqN0g&jb&eD_Un_)wkI;5e$lm8Z?k9wu`~RDsU&pid zosKPKR-m<7B^|tQtYjt@8J1%)YjlCG_4v*w^rAs2@eJ!-ltYa8B&^(5Sb>zV;@M0K z4?ZZ-{f#P32%>;Ch_pJe)S_)@LrxhC!$#EEPi@YDR@^QWw{6BjSuwXcoi;Sat_brg zslu;X_I;&=0Ft`Y<%t*2!H*mlNejMr{&Nw3!bp93&W80XFvtf17atNP2FiLy`|w?O z_^xOVUEiS@UV);50N!eF3LP9-S5tJ6!Z#GOjN&2J#(^=1jFyh8$aQA|Uxz1t(RLN(<AeKiMf^$QB57U3$B2Nzt%#-45fMdk(dJwhSWx4mpUEci8TRh5OqrJ|n*T0P2 z+9ar!fD?|FQUs+5TBSwB;G^Zytl@wBAO2VN-dXSyKX#w5{?ae9X6JD9U1*Ns+Gk;O zo!r03au(2SLzP7Vj&u#K95LG1qRb8RgFPPIf56WA2s534U#9t+0d2|0BQPc3{=MJl z>;L?BP_%sIr@z3>7jA-5n4l;rsh6HoFWB2ZW-uHx8ckq01_G{IqEt&^J$9(@?GXx( zG74=JSmA`lm{w?802=QCUGTWpp**-4J`@@FLD+jg$NC@?UQmQ8alOtx2TwkS(K?Zn zld^l-)Ohbvp{2C}t=yTKMvzLy7=u<&*KL})1#ubTFzKmDcR-;>uk0r;t9aknL59~H%LzrHJ>@uiI{=f6!PAU9?4UTvwU+_#3xK(M^3(pHTwpqOK9{=wt z%z=mZ-^H~L@KJGE?=u`*A}*yVBOEdeDi~T*@;l#shyUikUy!$O?>pb&7k+w|Djwq( zcbG5dOm;pEgUeKA!K^)C(Y{Zad9aFlxn%#?GYgJqu3lkyJC&vciQsn-}r6*?%%tO0p5Az9{>K|{8_elt}$M_gjwGt9L@=`VmRCq)%d|0I0f?~ zz%d!*g5@yK&K6h`(bgs&p6C!Mr7$*6AQ>UVcHZM%KsoS;rG3IChCIUSXC(> ztg=87R7d~~r4&ZVV-H*J3BWp%lqUMh2!Yr;kMkX=5HSmeRh&hbM4T(I>-4@8mdL57ie~x>5#>2G@fzQsN3GAqN9CXtG)y=1wz3qriuV z?i9m?CTk3?H5{qPeFJX~a_$Vq>0Y+03D?X`MnVP)d{O3>_^> z7Z5F$3T+Eo2RZQWUFa64=y-&Q1zHu*oIF4O}dRW@QYuTk?(H{$2i$U;9H| zzE$xb{d<3l@pG@hgL|-SC5a5DKt|g%WVxnp1H1bN9L$8;c5noP;Tl;!qVFh zjK-Sb=#sShwyp_M@_2@88?rpo%?@emBgz7_)p92XPmID%(#nDnTbLLU2^VP(>X49l z;Y`E7Zxf1wg-`$PaV`*oOL}|V>i2q4WQ|5EeTLvWXJvCv7rF{C{D}lDB_IA(; z)mcmvv9*FOW9|#?8O!hIhPNjLd+QqIS;lIDf?W(N9`pPkQElYb_=rwIb3h*GOyRJh8He_`2B)@|>&?=&y5*&~@^hI<;dy z&f#fIY#LAsTU9bESS(U&EMIY|erOQ_c~!~qe7S@yV=x%7I6Wo4f1i4G0OK*m<|XpM zm^LPIGKdtE&1LueY@kD6*=gprK%Pf~k{BF*cEY+kWg7N*d2`7Z zZ;kl;)rx0Er`#B|Ft(6){PN%Y3cvKrbG#CTbFWWXJUYT=k>S=l;dqX#J*LP&4&ugK_xpHv4v4&S%q^4c;^}9IdqZWBV}3Q182xQ-=#%AVoXMsWx|6>79z%ESldgJ z%XO&)%|P%@zE78pj-ZvMts9h5*i?!2kb12Yd0ujSbb?Jz##R+%naCT7K42uefKob{ zLK+etP*hw};_HDJD#|>|g-%+Cv7@QGRAGz9nRsDIC1jBE=j)C*YbekZx9U65B(lHQgVR0Oyo}Z(3VVsh97EAjZA5O|gxw=}?m5kHyooXcSvXD*SUK08ikFFsL93?n$wO4d&le_v^;vepo@lwhn_G0(q97{oHiI+kmm}2 zd;ori9am5<&pxDnu#c8G8j`#e7OiYjV>d*kA`2drHfbj1SI~EmcHNm%_9_*nib*{I zPhY+Kx$9V`AM1Xml{SMAeRPR%uD4>ML@-RsLaZ^NaX?@uQ!#&e<)9+if^gez2CoU_fxKh;3?( zwHBomZQIg%PxKzwwz#H|9=)}z;j;6h%J6X_%X2ya@9|C$Qh1N=kM)NgsruBt>U)eN zsp~UNj&qPyzqLx1AZXcnc4^|R03FfMqhr8CPeV@7LqfE4zQ!(2aCd*7?D#$}-5BxZ zS1$2|=cnw9ORilh*}ekVV1^^3F%FxF(V%w@O9ZX4wpVRPz=94kTY=5RrP&E;5X7Le zJvrpc#+c#OCD}30AK{`#8-uY9P9Cs4xJ^|SP?hA>HR60mJ#q}Qg0Ft{FZ22rcDZ%q zCfBb&gKrfljfc5s_x%~|odbcej|XgSPZ_KYsEo9fvMeLaPl%o3!QKh?-rMJ7VK|uw ze8|wH2R+8Wf1ADCM@&W)*;>i`@nc+j%G%bBB(0d-q3IKqftaVo+oH&%Wu_up8$5nB zr&37kaMeO|eJd}l1ZO`OJ?|=gbN(Ns%t$(ZAkJDL#xpw;e>M|CMY`6L=^&(AW5muX z#1(-&&x_QuOz6SxY__HVlSszBCgDnPIRHWCc`AstO!NZi=ppqkLLEH0vP`?2ys-qA zF;^M)1{Jr*CEuA0xHlTHUk+*10AeOH+AQ6hJtZ-o`{K+}Cq`B?UpYrQDR`ZeU%QBp z6hHDwD;tgI`lO?ikZhJ=tfee+nq>_^@CNLEi!n2vV!%(`+T_(MOSYx~eaXTE&;}PWT4QjwLVGYqM0#be zlF)6v!h*4~s0SlEsR2?s5t zWQ8Vq7PCrVDTztqNRgWT0$H zFbW+r6dtD)Z496dK^1h-a^iE|%?fUpBihY-1r*@ZlBvD42G8^8`@>3l zlTitm?aUKQqY}h@mBcOp86P=*)tYEBoYHi$U(}KqsIp)+R(Xu?h`vL)8jWXU8dP&i5tgjm8QE~3 z* zr-?SF@fph+7GcTpZ~h)J&M^9ztmv4m?NDVId6g$=DT}~J`s((BNlU7(5FomUSF9F) zOr&m-!up56+|S1cK@}_Ld;bew+T6X*R-e40HVG&pUp_(Kbp)>>R+-e$On*|P)hk*w z%SP^nt`paRm~2nA%%ogM^W~M>u#!1jR0$Me5^-5thtVe@vR5drk~U$+X`WHXoLyUT zColQ#aLnCu%A;byOc&^wV_kASj@=nD)@1_pSRn%YzUVnc81yP(>BI}uQ4;`X+(qL0 zi18zzwA!|n_Enk@8DnVc8kS4p>~sQIRjDo5dj)y#Y1@|Ja7fp6G)*G_41koxRIf_@ zal#mMdTqA?cxY+AwXH0&Kg6(kE{jHL2?pF=kVx={i73xqbWCTY{AJpP-*m_A~P^+J31!otaQGq*e=Q zV=4o9bacQ16&3T@jFW}pbkVWsWHZ!-jM{^1V9_*`xu~MQzqiljM}{lg29xBAq!pVg zDv}OlG)N*#bORLLK}g+hL(HggKeVkE{$*L7#} zEY4fgR=vFf=*+oZO^aK}hy}g4{(y~&DUZgIHECMP?6XXVlrRBP5 zd41zCuWq#5yp?n5#x~XTRdk`SmEtgmJlB+&#W;^^ESZlKu7pm5Us4r@s0D0*^C*{& z!6u}jH;@gndBMZOWB&0s{%?N!_wMn^XP@SmuYHAbd5UgpsD`Lwic({oS0d1x0Y~>h zuR&bG;UN?Ys5U4@n-ujLYfXoa1@YjNruO(?Xo6ka(A1~oMT=D(Z@SClW3Zais1<0mFMi_Ued1h{-F{NG~!=y|Z>-X$wb8r|T`^8b^$V=+w%- z#QO+7pj{+CZ8?sL+j-#5IOpD4!CpDym?5>V$hrYqS%P*1-C^jk(KD=tKjvadrzJ;r zDhjN91>!>k7Kp!dwoc4UYUd^Aq_~a+8q?WvrNm=!kfvB)WNtdK$n!1Jg z2@tt?`6i$L+^al&{VMbMlG-bZs$x>*%ui3a^VXZZefJ)B?mr+pM^@(Cys^XcH=jZo z%NuXs=dIZ(3ZGu`kEyuMOBy{9k+?i1tT9``WqZ>E|`! z+|%_YJwIrOFzK0UMSn@ibB0cKl*$@1t1&U)U5f#XiPWLPWlRMm)Kku%VmLD1|J z8CRwgp&P^q%AmAQYpNDrj?xH>(9#~xQni}#_Pq!E!+&&-Z+;uT`|jKPxz9b|_2)kY z`wuu?Hk8$b$#9#dX>f~O7V{&rrY0M$L++qHfcbmSX|&3jR1@mEx0lG~D%Ut@?$qti7R zdvu{s6?Tkb)RWRagju;5vK+f8Z-f)Na_7Andn6AMi=RNar6-X z?_GY*aWlW)v3$?5fB&lUlby7BYj}ky0pM02Y)m(C*EvCp`5;Dzg9_a(IC<|j|M}nj z4=Ipk`w>teT#AW;0k87jDf}D%!GFoUdwblvd5uT+-r{fn+dt1=`pH}T`M>s`0kE?* zW%upd=;4^jWWv$G0a;lxoUC!Qw}&nUD4jf`0?;&2iP}SMBEyj;*MWy`zfHcm&B&~= zJ}mh!{?mVzfAmj}`P#4kpQtKlJQxu1H1&+kifGcT7SYzIen7BB3>X?v=^|CBLQ?$# z*q_@#^c|sdWWJ>g9X2}Ztiz3KX~TI9Z3azBV0Hj`g!&OVGp1peZFiUF%tKyV>-ck5 zM?8DgGTv$^CIbeWo5bM_-kTNNdB5iU<27o(!{N+eG!(I=V$QBv^6>DOr?y9ItgnNa z6KPVu?PZHnG%fj!8@T;Lnx&(%12QGrxkZ3$*FMi-J?5?V0~=dI?tSwOzW5Wj803nR zqd-+nQ6`saZLDFkq@I6^^3ekr?2wPH!suNZ-(lAWRBIJ8*HM{383Og}A*Iz^nQU`) zeMD)NxUNN|19mHwVD!GNQxM!q-LQ!!RAC| z(Z6u}993*TX5Bt%CYkxgnSu$@6I4Zed+tx=;`7)293+Iei-Fqk_Y z*%4n~dzw4r%betflfqJ~jIPay%0gwRRdZG~seni0bxvcfY|iXh-fMkINnmIdZBx^_ zhHNyU4T^GYos$QTrQf@@h0_YB6m(1ScueJ6u|ZLqtQe4$70yTI%bG09@LenSfHgGB z8QtuZ;c&p_l^Z--Se!2D7IT=*ji)HD?iJ>`?tQz zfA`=1ZT`l;^I!4ix4+Gm&5~E1zKR9*9^5A%ZLxdjEyf#D%Bn)Cz<5}3y8noy!vof? zUg7w?2TX6=pjJ=}D%!@eTr8MOr<@)<VOD8?SwicORa7>{IxJr_YL0l`2@#r=g#WMYPOvQSFl0Ifi)wgOObKreXf@A&bSF;96-S8jH>h z7)?=Rgtj9pm8zJC3Vt=45>STBlcd8NQGIese64=wM4BxrdQCzl#rtYQCHG)B-wTV1 zt_zqmc%A(5F}YtWvb>bF&`A%@yHrd&i}C?<0bXOg{5~OyuA?CZ-V9AjgS1K5{q&N0S5#(=??V8BFygoFTv zQI=*jn%L9RX}Y_*sw=)>?|nY(>d_GHUFUG`mt)?wYE{>o?pYOf?f-tB=O5-yL7|Ks z8X;{qAs3;fAkGq^e2KxqK|0Mgz!9Ur9u>hBuRp4t%BAJZP-A&-K4j) z2x-Dfnh=Je%Xb6Towc2lQ?q0z7h!0OT>CJ+)g{Wsb*whs{}H!aj1Cq#_4Jdp*BV zDOd<9Ik1|f(?a(;XenJs<&5 zZf0Z@h6e|z%><;q9!cCo5s(XfjIa!k4pCoOqE%laSI85F5yR_8h~t#T{4|@-KAVNb zQ}j-pgpC`C@&&qcQ>>aEp0sS*vzPr3+>5FVv3=`yrccaLErbk9m>4RvZm__~LkEb8 z1xn=-jYflwo3|0>A`ajGAgr7G`Cq({XmY0k$z2IQWwit#C7FZ_38D}8MnYSoVhA?9IXg_*D4OgnXY3j;v3+ug@o|r^qS0OpmCI0l%OR0z&^@e9Q6@m* z$NnKNy2oDTu5Zj0j382ExhG34rNp34iayM|6L zWodbydLzZEkXoaIXB0<{%rHJu##@^c89^K;sH_8?AxQ*&+{N#J#5`@9oLrH;B&QKOlBQ)gvep}BIAbcdg+vGC(c1jY9 z!1Dr>?}Mk%oo1gk3Ar$jmoI|v!D<^@uQ4@soW-RDnw=&E&qK)&i9sogl^UnRcJm)= zEv9dSZjE-`3E$}u&zx6TYo7rt({IUJXO=70$`T>_vn+L*O=|m&6>IaX%v!QklVVUp zAcSiQT5B92Sxpp1&XwId-$XJ2nL+gXb%qF1kDwPj>5A%*DCmZg%o9YZkKgl%+5w$J za!N(aMFGbL15Ol%SoXuyGbt^fX#u)*#53)$pA-T29}Amdb%KSF=jNc(gyAvd#z_}&nHr3esEr%Z3v;B6 zCggLZ(xX}Lf>)uiWh3o+6QNUVw+qIQ7BWY;F)2Z%%<}Ogc-1lk8`l%ZF`fDfaeWzb zIZD+k?M4l{EhttQ9IDWmT|u{3D29Usg*<7Ra?$y_dFk^m;3FUVM^1LSkc((cA15j} zBk1LNDHRwV8X&FB&~7%6 zl*vUQT@0%$H3mx&*I$1<7hHHT#ux^M2AQ6o;qU+3CpdBBAO@J&a~4arI^|rIJvY9X ztFF3=OD@?+YZboy<*)PDLl3jKa0;DtiCcBL33QfbsLxHYYwK1HJpKfOXP?dc-~UJ4 zyYGHJ`;m_jZr#pLRnPxZmjD~~H+hXP8Ilx1hD2lftfox%XCuOQetNRcQcD$iFGrXe zvTlp4-9S*IM2&HpOsEFeY#wJagss(x4Wl8|(HyEGNOOh^i4v{;#%EAM6Dmb6u;c@c zGzlhM#>e7EhA0x01D|qH5_l=tE<(D%NU;XA&!}DjOTL%`57O=`t#(XlaFl3djHQ_c z9)J2M(wn4Q7^br_Ll_NETb;$=6XvRr_8?!vOH!m4BD?^Z^jowmOIQS=yamDm%Ef?g z*Mia5O&-;9lQ@n!e(Vs34?V!}K)^ZYZe{D{L6o%+XApU=Y)Cr&&q6rUVXZMjp@m0h zwFfG~^NWZuLa2ze?@Dgd1V7LO(h>yyQ@^or>J&4_jvRUQ@624S)9pj^j5~&tQuH0$ zg+WPIX(*YBTRoGuDFkh&U+K`Mh0E>RX_Wv{{wrAcOY}`iripW5(v&yS(c^S99{7Nbn7@Jtn zyWam7G}44X2$I$+wAxTAfYlIp>194*-6q0Zj#LYDs|}r=`<{g%dU+lKAI3I7E`+$} zW*8Q_sYNJ>G--d1rZH&@Iza@Ad?@h-D|Fhc)VnS6`H1R338kteNkVgB1{FmR`iOxd zNxQ+;O%v=n>$&{!@hJk|r^IDGtJQC1Yxc~ zmSwE2u9CLfAQUq4SvfWD*0+F(k}v=OAOJ~3K~$6s4^~dEp=!Cv{L(T>-0NH6S?IKg z6AzTaiy{}P^D`trztErsP;W!G)8f?P(~NK5PJVb0k_LNr?PPSsqX#rs>(mxcF;)y2 z9vr{|tL*P*?)ij@l8t|9Ov662%7GT~4}bM_EXn$qiKlqx=yDim#(cF)jluaIg* zx!#4KikAz}^?A@4>&L28$~oreXL;bk@A2qEHHND2rZ-*5+1synq@ZqxF!F&O=pNX< zXCR8qXtc1Pe1bxOOh#lfhmir9@kla3ni+&n*}QHT(iZ3pR_oMHEi!%dDAPv|v9h>` zOj6Qb3!yWzEFp<|WC)b7m{g&HVn5w;ubmtbRr8+&2WO?;s(KV~^`j2dhCO7Lgf*akOzMJwmOJElHO8 zG^M2HNm8LPHo@yux>~UuD5i2b4&b|QR))53A$-)9ygSLiZrQ%r4jRs)wg`hrn zlF{*XByEc)1!<>6yS9QXl2@JchD)G7~erVT@8JnVLC8rW0z*i`ZTdFPCR*WRNV=EH9lRi&KU- zOpqigq&;d&i_QXW%NBIp!=fk+4I!nZ(P%)H;rk((v1IjzoByBrS%_coN(1(iBBersdb`24bI;?_ods_H z!4cl_mfvJ(Xb5dBXP>>BfBY~1C-3>g-{ppv-ptIgL!A4pi}~eOUd6FF_=`XP2>0%L z7+I+DqU&G6``&gnzw=vfi50toowC&uYBwO z%_EOI$+qiX%8>^ifJ*h}fAMF=hd3G$28FPGe;?|H)vX29S)OSn+7zrIX)PeyEh_0E z6Jmw4qb7R?Qub^xY#dRnA8q1QB$VAItYd*TA%Tq?LB^`Sfulyq6i*035fjRkRCFm7 z2dEB6)(uAt78Q9<;@dWX==3*8*HW{{(hFYEF*%=lW=9r(E;neIj?RpKHCKLk?-#2)k!LyFCEfIJEBpxR1i(Z9? zkX~O>v=+*!&}lz7)8L#m)>!67^?^yU=86G4qv`6qYGj#PKlTi&ySusHKkaR3)@G+} zZid!iG-)qI8jI9U7`ztwA+ijz4AF7aJ{>_SBw8q}R>;_p_Mn4gS%w@h6*(G~IaC;6 zCOXauY7#c-?DX!BC#(!c9s84o6?pXFN5I19@Ccp7 z<18;P17j2lIab^*#etSJE||}g5%`6^4Pq0|dic^(E>)00fG>;a zWQA(E%4)MiDKEJ5`#<1I|59hmX7IfIOl;glsayqNkkWuJq1$vf&!ak+$7`i1*+!{^ zfkDX?SDeLQ^=a}s*t%`PF&vF?U}-FP5oCQ5iP!f;)E0!mmx^|`gAqPTMC7DGDueI4 zqBoS5?AT%E4nM|`!%tINK1I@Ll6KqpWJG}=ASU!Bz5t;$7>h3zo>F*7Y?dMLu{Oh4 z4c0?jjSDzdPSa!s+A3FZt+{6icZhM(B=jq%Gc;Ih{EWc~}^)(C*4pSZ|a%_5@fBF0uICAVb@!Ux$ zSBQ#b;y8vhgMoo(tntqX_fK4>S8KM}u z%^QjE6eZ8YDn+^MESSQ4jwp}>zCqa@R=2^#pfb0~XR80)rQ38)8@#&Mb1#UHHX}&| zs+l6C#FrtV${}o*xYH!pRUtNV6_PrNe~1`Pmp$cWLbui zJ$zL~wd+tV!DyLcUX!-#DA{9Vtibg*T*+mZ?;#M1$&C}>Nyr4!Q;=wod9wbD$Jc=) z$7qev7U3BJqfx$(3Z?s7o00XF>D0O;y(UXfKf;Np9%1UpVYH4Z<~>S2cxV@5oLWK! zLBEO+7Cfs7q>mKJnLZPou6~TxWX6(e`XJ^S#(iIkeubo1vy_y=L-gGtPJ>q8+Yn^m zHQtpmr+p#&tw@DSP_}D1S4LxX=5%CPhR_CS1PX~XPQ0$Q(`coMCQW;IBp`j1^{_g` zlA~i4HD#Dp0Vnc#PL?X1C=Iiauh8}LKme&@KI+pN&;GLc8Ljr81z2l8=X^=6)?_HJ zc-70!r?CRlC#E>Ke?Qj1`P)2vWvQ*y85pdP<$OGAnb@(3H^2ThT>I?J>_0GzOq$$q z*+yP;+1vT-W#{tw&wr8WnG>8fKF)jI^9NjV&U&6Y-k{f6=FP9Tg5P+>75v+G9_5|y z`*W&8>v+XWZ{(u01$SJ0KIfl5$Z!bv|7e0c4(;cftDeX2zvInp9fQNOu7G*|trzje zTQA~+fB6}{b=MC$(dzQXo6lmzeY)Io-40fO&wg5Q;d$rr=GR}#k)y|W{Hym;ncU1} z7oX2xeDG~}9z1vm>NU+}=jXWe{9opRy*v5B=RU{Ov7=Nf72fzum(scIQl?Krbr6hi%MqhtyyXGo>>$iT3P3t1&>o8V@T0b!&%Mzr7`Gr}Yf5}E}|G^P_ zC7rDipjTJPjj!kE(W49u46uEqN~_gko0ZwWWdcojn}GDJ#~L*tnc(g5%f1RyP`m(f!KA)%S62!11+Z~nh-)CzsO33M9yq}4vBS(CdXkWYk}`O{#1k2waib8aom9qZSCHnt zzEOw;qf@joB$>ck7hQ5%kR&ClUlqAZRicECz@3(@5q(02#-d5$gfw+23BK>6q{L*F zBuV*RvB<$73Hagd3v&d(LT}!7?pyrozqpamWB0`-wk*7kLaBLDlJe}D_lS3G_ufYo1r&=#{^qYg%)8(5YUWOzqWRQ3=k0tcfBwgB=XJNffH(d2 zhd6j*f!gvC)k+BgblNR))e^q2{OKRP4Q1h$Uw$vs^GgUU>qdt8wKu+wU%TxRmgi4$ z`|WMAEF+K8!GHR$yLj-S$9VL~{S-@O-u0gMa?M3~_CK+k!-o#ii8GRJ2T>?srAMO= zUT0QW@CyK1I?F%^XPOH{l?wU1AW1qXARj?xaEK#|OQfwXq3Tfe4a>C^?tkcEejB*( zEJ!oWBac79p~FX6H+c~QLnGAc4Swk*SMk2Lzl!7YDIfaizW{;<9^A)){Rg?{hhJuF zY#noR3n=Lm1AF&w1F1;0VRUp9T^MHO_z5;{m|*VcLGFKKAEU3h2@P~&_~l=D3zxs( zYJUCAw=lKxOZ@R4{b!oZCU#*3f8z${QvUN^!XRwoSYCvj{`O|{=S&%dc?#Jo<+wvR zUSUkvm@Fo284B1|QCvKpFj!3pCwi!1NmlmIflnrU5=w}6ipp?QWt>xm>E0r9Tbt1RfA#v$(;(N}J1neu?&YEije3WD`yS;BUp&MU2Vj2jUWP}vux;Bm9@zH~ zM~@yyBDnbCi`l(r4~4uUjWfJ_$VGXNcB-h==IAzij=7lg7_8(e7vML4^EQSCi;N8o z;O8PpdZdYa&pcltg(6v9ATX;iRDqEJij9o=YMo}S&DgG8EF3t%vFT|>hDIsmtNp== z#H1dY0@_9dzMxbEbcX5mkVX@R1=zd^x^1Yh!0{<+Cr@(x*bz>gI8Ni#DF*U6l$Cv7 zlyq$@blUE&>c$oL(rHO0p7UnZf{Xyd0Wupni=)&f6=#`7XBuN53~~tJxj;s1(0vkx zt5|*FP6sJ);M2ElG8*SP;rpa%Uzla3(_X=8Vg}$c>WoGjjW7Zw6rPlL#-I?y-3%RD zbS7PE5`~o>nYCDx(MeKtX2?v$vW%GX2RND^ z`J(66=8tI=`(F=!9I)1|wKk#vlGZBght~6w7r&6$!tLMw7R_dpQl-pyzkNG5zT`4~ z?N?vVn}7QqR7Qr#`HH=}wsGT&&*!m2HNJD#kFZ8i7~05uqsRB|dxWTRHS0H@%`F?Z z@$6^q=AM1Wx$}qn$owMY0v>q$2%r1PcX;W|H&Q7Nux6MqlXT$w75XE zTIRZIuSE*@+-JVX55IpmVQC1_Y>CdItHixz9YVGkaN~Ps_=wi|7 z2uP8kqSb2Bsn;>M5ZgG(kY1VLEfcKI8&+nXrroZSwR^kRs0tr!} zKt~(?@a?anW#Bj8_BM`BO|fm;4i=UcS-)u$S~!*aa$}W=O`AA6qd9BB0oKy|5*xNu zSXx|w)m7g8p1+}_1Rwv%Uoo+99VeFI@rR$_3pd(9HMD%n>>V;(Z*kVMW!Ot8W9OJUI3Zy(^HFSpU3l>DWmSEl&i#tOfw<9|Z z5Ho$-YpUgUN(OCzZXo7qmDtS0L56u;N zb0?UYI>PMqaaLEBP-((QC5OnQ1EM~IQuN!ss=p8SwCm1_)9o!+Sx76u zq=)q^zLNN%`)txw<4J{(k}P#e-`0W(6u#%tNfM$U#8ZCXWI9D_ji-FVFy~^i`b3kT zBw`peym-;IQte}`#7K9a8UZ>*cN2OjW>vs+zR2N1mE-wA zW{acL!vTyaAhn0g43ZQpG7uR~ZQNgT!vFC~%lwuW7k5cwXpZij`r4ws&H4MpIKU;cNFFC`R5)?*44o|-zn^9ouDNUJ+X#EhYlgQ63?c63Rng<{4qDa)3a*PXE>w(GgW2 z;}<#!SmhHp6I7hAoVHn9T;cKycXR#Cub~paw;qP6nOX9-MW>t4(m77-KZrNJj=F{? z9-2b<5n~gZd1&9mj7)CimfK!UF9R>ilPgqdbrZhv?eDSW4OjER>tD)UcYPnLJcb7H z?0D9*IB%E7J$KLXz(bEZV_yTaD;?U#r`wA8=->T2Z+-g>+<4v9dou6VBUChzu(n{a%pudouk>O(>k- zo^bbRLZOi7-1E=jwpVvJa%`GC=bX>xt(ze5omod;9GYZZlDLh@DX}uMpT});PeaT>Dm<{J%!2H1lw1G74l5|@{K8y~QAu56Nn1B3UT8(9v=8iLW z@;LS7IZR@RLdb_9zARv*z>^l`g?P#!Rfbd+uU`RSt!t?n3ED#tqEKiVu~6@l_Qk@+ zxQ*IT%9V?$N8l+RPde8TlYvQH=%M@wG#Pn

u}G&g%lPOB5;(a3NyPAW+Knc<5HeIMu`qp% znVFdLwujW0YZQylP~3$?XjB+dtW+`Wm^9U{&tfyA%@DTV={fCsFVB!rJVQA94-Z>ci(jn&wIgjJmq%=N`x6`?)n*;P|>F5EiK|LDs}iWAeI7)y7n8i;=LymOjlKDjNqZBPBzrAfTwB9DvP3>_e6(uoVKTpehjM=?R~nC&~N-UwagUz%#N8Hilsu}#ov4Vzi~z$c0nCg{gwNY{(ECMKURI4~7~BSLt}ZFq5) zILSzjA&l}M0-CLuAQuu=*P~Yx4j((o&dXm)JU7qMsb$7Tx1h#H=}t{CJv+xb(_?(+ zMW8*pGt(S?`bk!MEz(X#dh`UR=1wqo@(4+1m3F&^Nm5iWNWQG_0}r7BdTr-~o=V#n zg*z)VcL)(A%>=aS3xfNegjV+Fi;%C3BeCezI8)tz3bo1lZM-A{n-Th=KZ|lYt)!P? zk`zxVOq!AEt|M0{56@TV%#tKMJTK^bSN4JHw2hN-d92cfJ_>94voecKEG9LGR3HfZ zm6al~iX`($jG&zuI#~$b5VQG+rv?ffsuY+mR>3Pk>fmzI~nPn~EuO^JqvIBVM`jvhWty;ei8jx%%NAE+U1cP$)1qHb%R? zL||fa-gQ@|3lvUpZ``XL-_19j`+^S2!`0J0~!5w$pL9sH(^!yUjEf|>CN?~|C3yX`yotTe) z>~s9y@88CaFS(vp(7}oT03ZNKL_t*h?)wqFUKjV*KX1CRf^ZN)ii%qVaf@=Y!iZ?F z-s>>xHP}Alv2`qD*H)j+6FCYcK*c~8WDlby#zc792ay9=099~58=oj~t_F#eNaGy4 zkqUg@Ra(Y#m6i~=pbLW(g42O|Yp3!xJ(=)<0EBb$$QLvzJ@9~dc?^p zd(Pd-&Rv^9YXT|oJxBIXL59*XzB2Clpxowd1tRkZ{lI}y5Ud>&9ayF2^m+<{0F3K; z_R@?*2ZW+bZ!zP(eFwPxJKyL2w|;Xa6Bhi{- zK8G=eGT}iR zGmqDV$7g~SxaC=2UFFit##v3_Z~yM&v{n`=2%q5O=W|Ko#J6uA&ctpSB?H0YKTbM+-Y_OXv~;^-l=sLZk)X65iv z$|DhF(PJP|JpRa&h_f!Iw0;7l$ElfFe*gb?H$%gt)Q>k16B{|_c~|oKUwacl5OBc- z7jR;FhPk;pRu4YS?RVV8#!Xu&l}fBMn|P%X_uc+oUOP3-$jBJ^$Rkpkg9i?B*nz` zu1m!Yfl%}f@{|Q7$b1hg1XJi!QjFt6p#`Q&Us?+m}Af+-!%PXI;XU z^Y)-blc2For`e*Mt1$8GZ7?zbp$8)4+WveGkvWgW-YRCbPP4g6C+tFW0*rajWwBhi*51D*Boq>qom7oPJ$T+>P=8dA+rwL;SA z(rI-NIwMqWULyM0YDwa%eHU>8X`-PYF`|^;2P=cl+&zdsxUIDV0c)^*0*J^2G6QQB z5=E9;l2j5W(AAPeND@3Up{NzA+&?nT$wCz=1b$+vrjSTYPj*REmn83l6(}w7jYMdP zB}5B}k^T9t$bPEI`l;*83JXpH*EQE&$50L)e6+>N$_lG1F6rC~Nt|RfSC@F~$-}&S zVmq(A?N$6=Cy%hOuz&$>d-;ug?OS)#SU619X>;!Gom_X(b}rZ``SQv!PR!0w5Su0rv)a%_jBk#Q7l!6)0lk^Jwg;nRvJCJ zg#bpzC{`sW4!(*Jh=N`&?chT%+G!7qR(&Z%8RjMyaz%F>O-F78w;w>?pK2XIyjPgwK}YBAZ5i$Yo9->?I&9 zT1aG=!xsg-jsm05o`=mvh`cj{C3S|YWM_~kq#K%8B(XABAu-CCLb(0FRbqmm4`6Fc z*SS_m5rFg^$n;}WvJRxiBOl}tQek99f+SQPDqkjwB%MwNutd2$!lcCQIr|7FhVs-DKp6JjKql&gHh7Z)E+*db-mKiL!%{9TAY|UOqlc8 zzH2A#IHpjkQXCjTg%MhS49X0RY;a_aP=ZO%_&#VS2f(`FyWiK}Y2_UGdjh%!-PUAj zkJZ{VQp8UC)Qf2~n>1ExwCW9#b{A>qb!qO2=D@6`0T%Zjq#lq_YZ0%QsAbS-NN3>p2uH(=)+jy z4wGJffM#ckyYBuz%k9^54%XCBaz0vBr6nJ z0BMXjRwbL8AtQ#!2PMgsD%iM9LP}IFVWT3wdV@|ZA*!%km?WvMFg^gwrxwr~H_}K_ z(kw$%M(Nc%P%1-t46Np4-GC@j*|m%Lr5Y_;g*2t=^(dFitO}o%nI^IlK%q)2k>FMF z{1U_KEHm@Vc%?ih5H!NYXTc;f+kqEyBch!hWR_dz#FP z9k9q4Y>F_JT%yT~fWQcn)X+>av{HytiS@F>#L@fNES4!3GKQ-e+b2VIZ7(u8F3E=- z81#9@F3AHCp$H-Iv3Rshm((QqGNc$qAY-y_6RS0T5JI^Ky##tGMhK*E^lIHrX(v5; z+8~rf3F&l3p2AZeO63tkki;257~pvk);Jp+ty6qo68Htu)WZwb(aQ|otcUd@L=e&F z`6Q`gW_Fpyr8>P%%<$k48z)AnR>$y_p)CSR>vnMT$Vp@qR+}}>J^vhRt4=gJ2)!n< zTH$nWLT9c*>$ekKF{s@8p%q2HMCpk?k@@gTb66 zvjKBU4d$0>k2V;w)lh^EUTPmFjny|2ui_ z9c5c~*LQw)IO*ofFV%ambJIcHEveN=ql}P+0w6#JjF%8L#=?xf7>|v;9A+4UJurjK z7-MEkTDFBSHe-t<4TvOKIdw~@yI;rG{c^pkx^?qCX@~h^pL*RbH4M_sTCU2~d$7Xc6nNoCd=MWoi+Pyss~GRAaE#UyM;fJ5CW|F1iHTK&6`raJ zz#pk&bdn;Ke%1?5Md3Oa53P)Dx62(j1TVh(Kl21rwLui(bm-9({ygx&I5y^*TTJy|3nnZvBgt%~SRZzy1I}`}03Xv~dc*V)&20|4IDX zDgNqrzm9+W!++!2aQ>hF;9-9D7v4ke1)X*e)d|PZ-aN*ohacvKm%N0h9yvp;B|r6Z z|CXu|HXIush}>UwDRBT!pW_JLS&1 zxB2Oxl*Cz&&+ovITV9I&@Wa^YgunB{Kf|kD^-8|!n_tA6UilgXFmv#$zx_1tfB$c? ze)?8sHqa)fK%oS2zlS%5WjV(cbJAXm9iT`yn9DB9**v>y_@ z=^y^TYUTg`x`>8wi3^@OPNIB}i?Kpt6+xtO(1nA2lC5>h;gF72%y)K?z5-F>REj)u z6RtL_b`%G@L)f|lCi^ftL!>=s?Iyg4$Yg=_P?Z7R%ycij*t!j_AgXrpQee{UK#n>0 zS=P3<8I}W(5v`t}Di#>u3B~f=t5D8DHnY}3bT!^pjiFCMD_+Isf^uPkC~7Mr>8B7m zeC4Rl&5>T=VjJGl*n&0$?2?CNfvO!Xp=oCw(xgLP*X$jPh^{`uw+x2d)|s<)w9Wcf z#L*Ke$4<8BtvG~Q5+{N2<9$$`@HPdX;GM>z5m`#@1B|xQ?Sj_0vcfrsjuIBLB~@iG zwMXliByOX1gsC05F^uL*&32`T+|&VD8%#GNaN7PD@&T$}Q=P z%*?sCH{-K^e4Z~n5+t7PxqF3s@41ImE6QTYvZ^scVUjL|YO!z;%i0siDM~5QI3rDC zvLqpiVqzsxQW8r^J8QAh?=tB0Xr~!z65#Byb|mW^@I?r8i4OJ?QS@y8FYbgaua+Ux zD+#;=BY_ewJ%I6ZSQ_kXNj+XtObUv5OdoI_8J>!^rPwl~} zM(kHglnT$uq3VWhP>Y9}h=(fl&N-a-Bw2^ryGH&ofP1`gb2gtryAN~6@$F+o^Ih)# znj4tTm(22MDz?S0PQ%X~wDT6ZCs6w1j-IVCTvu7Da`TU8>!Ek`pKC z^al)|ej3u0?&=1!i|4{~ouzE74LH8F!CEiFmN|P@F0->gVmPgdIs@veg4v8@V}sjo zznxyM$7C|$bD#ShTU%QwrMPnC3T{3}_j+VmhN(*KxcO$1NRwnKRaJ5E;ziD1ynwAM zbgP9EaO%3#T)21sEzj*nt zJJb5JEGk$%&=4PS4r4-t|J12dNKx|Cg&mx!gV#%KL%GG2AU&;C!m+JY&X-Uv=HzZc z)((g=>XLM81BIs$DYk&f35+|`vCzbwjE%JwhUbBe!Ya>=~P zadnPfE?D=1lX1=JW{d5WIorn*PG7gh##W1!4MDf>iL)>}_o6}wi$FJP)T}X%4x_oo zlHy5Gy4{qC0=2-{D4^V=C5mJdv{HnQi5*0>px5ajWGF8Qtpl7~>xKy{Nl&i^-5G1c zzQ*4P?}I{onuj1QO}K9&5SS?hwlYkg*ddO4*xE6j9UxWB#(IaS8&H64<#_s&zs=wK zq5q!Ya74aFF^{F&_n_vFMl~7ff z+9H)A$yx{*QCm-58`|wQ?QRd}1^c6McrTMQn4MNd$Tnv~PTzAU7sg{ORp9hl#d12P zcWeuF_g(BfdX~j-jJo-HtP-%CbLr`GFup>KV|Q;zJzqelPqKD|tly^)DUnnZiz!b% z^f+|ew6m1O!5-i^dh#^0!jau@6O*fZl>0+E$4`P3%;rnlCr+Xy*mB8qwqPzc|My2nnCFDssT;DG?1>2?u9gi`)| z4slGk+hsQWQt^a8|3NEh?AL|B<~ig!qSNNs@#B2QJKlj1Isf)oewC}W#V+Sm*Xq?4 zqKI#Q%iB4+-sio4@Hx&sc@7p6;&zK%32>I;@`W(-Rvl25NI23oW|GBd0e|t^-p>k2#tc|Ju5k5USyBDBg-GC{})DKoZiy%}T%Q5lui7fDC&}WemnghYNQ z&Sl)}0Kb?qxqOkmryoI9L+~T48WSZ;R9uJ3qY5Im6@toZO0Oso6v9)9(5N=vQ7xuu zQL@!*bI&a`>-{ANICbJQ#|B-B#gwSgbF91~b&{5daY=`=)nXY(RCq*X5oL{7R=8z} z%q^-k=%Pd;kk;dj$JT*7ETjbMNra$n4Gu@;Yf4v9OM{ISJ`!A+9#AWV(K2jRgw+Z! z6<=l5oywu0a8kgG3<>Fh@y!8>I%hTiPBNXY<0+TjSKH$KAGbL=%Xh%zI}qCsu(_f zK4g!Zo0y_xaN|wPrgLmrvYgMGj6DIRf^hB&EPwukR*qY$H`#;Wsosx=RbT>D3K(5IcvKA-_O-|u5_q?>IR zjp%AiWJ;JHE*8voFLC9mCz$W=qQwZQFCe24ItG;y_|hr>W;~k8YAP?Oy};lxSd0s5>$sY3 z8qsl@EJ?{u9Aj%e%z+{mV`k%kepDJE1+{@?VVU~~6HO@FT_%a7Qi8-tqRNq$j;ORG zg(s;!sgH=fKuG}#tc>wepreFD3r4#;lv)t!2<0V_1?>dV8l?AZ^w+5|6wXmv!?G$V z3rFQFx{A1=e*<-?xoQmK+Hu)Rt{BOFBp9KoF7A`-30Cic2xR9-NPoGSXq>#&+Wd+oNMJ2G40;>gk`4r|;(m|j3Xhdgooy!+4 zgcMsvjLQm{X2>Hgip4T00YwTOYcztg^7uOFc_Ia>)kmYL>zeVwIK0Z^s;a0L3#x;IAPn(E%b)+CRhA(LWGPw;OqOA-Wj>#?IS3aZpN+vt zL>kdfHQIQFMFBRa--4|cxN=S_Qk2pmt0it;f>42**eF`#49@3aMDq!_ie4IVWCiNQ z1YC`x45i4j29*YZ!A>`nR}N|RuBq{q7SkHwCu2mCaNp}+$17fXCmVx=<$RCve8}yke&L*qv(D3ax)FuriKnApm5mB`d)iCsH>JqxE0fFY1Fq<|HIl(Pe3V7y8 znkW;_&(&BP)DIknB}-(YQAjG|f}x;}5LQwe%XBow`d}+zy+C;1sEvE1n6uKEBm4yK z9Mab)X^C}(6*U^ma#_-r8EKrMv?S7&%v*$(;ri8~Vee2ll^}HowNyx7Q5S~Q{sxh5 zVQhs+Gg@(s@D_m~OTdlyh*ZU0cboA$6X_fUN3(JavxB7#3Ac=?qRPy!0p~P~MX` zMh>VYihs$@(k?t5oeS zSFNFtG9>QSAgUT=Ds*jdLP9pch>$;t<~)T~C>=hZyKo8J464>zstzNz8Pz=ufuT++LBlj-FP^g9Exti{#I0hBq@(E+qGlGRnpoh#_UN@!aw7Kp85p-oX$khI7r zbEplQr*2?5oiLxzIl6U>9S`kxoB4Q*>UL>&dQ4|?k|ZH(bvT$W(JN~x2@;PtMwI3;Ni zrA1K?XC0RN`;d0%A3H`~mbiRL_vC427cWDW5jCa6#bG~7h!+f4@YN8s;uy*$7=>3F zl?2P`>2!LChhsJ!qr`wXP8y5%(9=?hVt94LvB3)SgCW{i6xD)ip;2^M-P~gT%DEt^ z+zKiH03ZNKL_t&*8cAebQ|2?Il(hR>bk}=~_IEhCd4ytm08V1<3@sg5+GG958W%6^ zlj;(0D~ja-m<6OUBFXS+gs)0anv*x*%3Hqm9lZ4wEiyts+c}t(fetmxVKOVZv^%Ak zjF6Kl*>Zy0d4_C$m9E)ivuikYEau2oLe@42J)_(oqO_x~Ez9K+YY4L@p)khKZfAIJ z8y--Jbrsf@IA3FYLX>PH+yLtYWl@6#6{TP#c~#R&W4ur(f`5{59@nS=XdGr)23rYl z5I#aWg+Mg>EXz@jT^el1kYzDZ93!GAAh>LaH;&pZFjnG33eqs1z?I8;TzGniR{ID! zc|(gRm<&f;jKlptu^H3KeCS`=3c7vL&VW?Na8auYy}n6jUW1FEH2|ZC^I&cm`2<8l zS9oS;FQbKIHW^bc7POO;<)sVE4)(~$BSx1mapB2FdGe7b$V<58gg|Eyb?R#ZA4Y^u zsB;NIw$XG*WB|Pg50R+Jn&6Lvo-e5vIYr?p@mMKBUrJd! zLB7jXhExW@*|>(N@Q6hXxx?fHNvcYqb&QHrWR#MmZFD3NQH+ZtCPl@vs+gBKnKkr? zXv-LFCCUocw@%`HP33C}U$gXvyez2-8vs13r28VV*x&D1$u)5 zv`40nOgK^;0>$36!V3)z5aSSpaR}DIOPrL{UIu}IR9^#W2w{;?3nL8H37inuX_YX+?oU3(Mw8m)mZ;iFf|U-=%hNak%8n zgP-DwkNg&ApMH|X{w^+0&^USm66Hg0$X2xDn5`q5+T#CEF6S;>nGoP98nZ-a$?+1Xk7{OB4&* zcEM^nWuq8#_aNrZjTX0DzsBi7mpF0MRl$@TA5G}QV^UkAgdmMPGERteiZPJaIkt>~ zw2`oAQ4wheQH>B5OB+v{NCxLs>r1Q`M6L|}hNccKvNAXe<1NNoJg$+!O^96^X(hrr zoUfbmZAIYD7_`W+xuviY?KF{WhZot@m?}qS1|{SK-rRZ69> zuEy9oC3>F&(Tnm}2F}a}@2~u})GNp78RcRZW zkD6}U3)UZXO<8+#1WWIjQ&CZ%6N@5bRf!R#wLn`%MDYAdvld>(7!{EV$IM%1wWX{J z7S=M(+Kd2K6!g60Sftt1l3tXOluKr_IoeyK6i5}LbxbFcI4M}_9uMx$InbJgZZnNC zhDnD-+@Xwmc$q}!IoH?GjjzqQvwnh4e&xEyu@JxMGeEDxN4GhDC+`OIZzNq zDMEp*9rGfmn`Go=jxiP_#BmbLP>rE1LUuEmOqeeUbefX1dI)1E%Nk)U)pE>te(Nhy zgsR?CghIs@u=MbTxBYi~s}tyZYvDsW9BxtpdyD4`wM*yORj92v!IZLVW?f=WT% zNf0(zW%Sz_&pdq|U*#NIzm9+MQ$NbuIxH$Ue;HnMdy8-S+SfAr##iv}cfXseY~gH$ zbRjrqkz~F<;>aN4t~+kyfBuQThXfvZyyjS2amUx)!GHTLckq9__jmc%Kl_XHRyR2) zCCkYe+FcL{kDWb_#FEB+lvA9)xQg z(7h7co@H9Hhzw5EL@q+t0(?Z|n;KOWqr4)Ks{sj)3vhB#2VR_Lr~)XgsKFfIYC_|l zh!}^n8f-}vC3q|F*an3cDCGs$od;p zg+paMv`#6OmULwUDg~tj5#gMmC@Q+r)3F9SzJQ-iIrqc?2M4>1CqphgG^VWPJn*^C za^Z5tMFV#pfjjTIj;zyW`{oyfwn8`yN>aIuy`f<=9@8CU9NS)@%5#*1*jES} z^bloj5jeCLEOJk4ZIi-8j28wKg&f4VidGggE9XcjsB4eT+GJ72g^O3Yu(wZt&|@uw zBmFM1R7@vh@_9`!?GZ;U3h$YFP2~l1=U6DoOly|XQ%J>?R?Npl&9t4;YD@ZM&5_D* z)Hsg%gsn)k+REq~N6T51wdk_OR&~f$lA23{6)v{>R3f7kEtaZFAv-wHLb(K6G|+M> z8or>trm7Moq8gE1Pe6`}hG*6g+RL&jH7O0kQ`aVB>0W@&SQ-;##~Or2?g`{p6+PNblPGt^C<0k%U}CW-u;gI__iPYtJt#O zH$L+THgC9|E6-fvV}JCAeC88^Q|mp>?p&lp&AgbZt~+%U3B*#N zu$(%5itqlezeFd6|NZAb!h8PRFA`-LD@U*6o8SBfe&FqQ^X|X?*ZAkZ^Z|A+UnJ6! z+=3R4PB)`o9`Lp|zlke*@b~}0kFbC4amwk4SAFfheDC*uFMsR1zMjv1;#2&=r@uh! z$Vn!?ku35WoW(g$QF}5Uikm8HLtWCco)uqkL|2^3;3XT97j1fOSydeA)`*P>baIFV zGV;VpL?jdR!XxS=)ThwklCbrSxa#2|%(DTD1cX5eP%;J?@h@Agh9$$rsE;4DknDTod$1I5;QpQO`*ya**EA@N>@tknj=S5aAn)A&V=sA|%r z)i^Eh@Wh#i`Rt|pxohid(50s~Ic2q^Eap%ziRwA{ihJ%n#oGD>?nxrYqN-|qkoWD5akqi4|T;ZM*EA%%FNq0cz zGi;O~Rg0MsjLVv2kg<@OsS-?(OeIVOzb1B{@cp{Wj;51G+y!0V(NyW47+Jr#m8}1Ze z{?>}*3`w~OV8=K{#4g~{?kO0{*>i~G_S-LZJ$fC`eMq}S13RCRUfq0 zI`A#u_BICVF!85|m$1@?U;+Sr!XTT*5vHm+ar8Rg{+5^Wxr^{0e(AlWX-eAdbNQL` zeDH%GfDMv2snp0+GP4szJ*QReb3%=| zE3J6ZisB_l6*nG(bUT7p4($qbi5CKortK7oNRV~X5IqkS!1c2~Kkup1&Br7JFB)jO zZh=pb24Z6oEBMQcmH+lFXB zYju^;VvpJ{=-qY$)u%p8UV5a@@T!Mrz+^e(LSeDMGnZk1Qqk)sC~xsTTr=q%k#Q&s zMo2``=G>(rAOFl*#!I;Uj+h&7ycy+Fge~!PO%_F14Av;}qGqjxAfSV!zggX zIHk#TivrEm*Vrg!rW6wt2f{N3X3n$3GcPo4JHQg5YC~!&lr1T}Wr$%ZEtleiB(X>d zLVB$CR6ZcghEc?m?G9Dc0vCgg5GD>H0T!h5jqxWqA4<)!hdCmCPBk@AugbWik0mJi`_`u#3e()Q=joVHOt~+&{2hTjl=ISc<+i+R;6U&Af89A!R*ryhHP-+BLU@$rv*7^6MCOc4Q# z(Jr%tU5?&x6W&@@HU@mdH-0MzlR3ZnJHJmpn}=ui1{GnsEia?n?XteH!PeFm5Wo$W&Yfp#Ym<2mAG!a2?z-zP zhL_HA-N|EYuWvBf8zF#u?!1RA{s0%xorlfsz5mRv#JFU%7_SuaTUr1H3I8us(L|H zgOC-LnqIF5Q5#wbP(fkv%n?$7s7ZU9q_x0S8s}Ol6(dy{N}WZGlpSiPz)GA~C=myU zxKQDEL_-vxjaXj2%J|X_Pn~&)@ye`JbdhMCt)q-HDxb1#@n$i1Mp5sByq$6;%*PEmS|6^4a0 zXdF&fNa;hSq=V3lL13L@rZrXE3Z<*YiQ0RG5#R}#ygYpLM56-k!F%~^6~MpHfc*dU z@;nkDhoh~)T?9fqnL%#1_-^Fdm z;P-yx*Vw;wiBre7`CoqYN7+2uCSSsEH)m}nnO2XDUESEEG zy6z+oJ@6@B^xD_+&wl(Lp)&Zf|MgeN$3r$woMLZx_?)aqerYWB&z{ehAGpMG#)hWq zaV>Lu&ek{T`Z&blc;aQyql7OzuI$iTTO(DL@pR5o#NbP=Uftuw z`X*&rlcp)#+uIZlKJ=jvvAMa)&ZSGCgT8qJEn5tSBRnwZud;LTJat_&oLO$X@kY)( z@e~s1M(}Iz`x!jp26&)H$Xz@E@rhS-*EX2hIs_K&!Bs@{grr!Il{sx@thc9Z_Z@ex zb$Ib+i@P^^99sjr3rJ?*55QZT7t}(7RKzYOszn3MSI?Qb9x8djmzE5gpmuGLI8>h%h7d7Kg<9C}e-`xvsY1Z+mZXR#O%-$o&zaWP)>! z#oV))7ucf13KF6;aK)k`!0OF{%G7~qZ8Y9RXo4jMK7rCuTT9gHVC#Sev@Q%ff>7QO z)}mfzhQ4h|193+8`Q4Nbdr_TsV|4DCrQ=p{3wpwxFGD;6%!) z6I<-`iKIdphtdIMs65nVjq#o+jXA!xN!nebpS9_Dhg3m8Hn*NB zf~AUCAeqRB%g(Zp5pyEuLQ%8Lmx?aiSi016cUGbvdKpT(g{Q( zvj!4xWFV$1eVD2={VRtR4(ktvY@hQi3Kyi5T%(C84xg^CWO2{=r+-@J_CkX(C~vQQ zYao;wg$SarLSTi5+ECV(haY~JZ+g>xyyCw5_~rleKXLK#vvlInirTxf!}ihRyzX_c z=Z;(2yysUw#xMWMe_}M6aMSfS@C|QzBk%n7m+_b1`7R!LkSW((S_4nhPMSLYl;2zE!FAN$w8$mP)j zpJnV_-KFmZD@jT|oKaZAc(x>6Sz}ffL88dlU=~Exm^7c#F$L>lkK4NiH*X1U+fKNC zE92-u26IN`La=fYXCs8t#42p@D)a{|P4k-O;XCYGHM)h*dy!Q$*gPjQ^8znwKu~)@ z*~~c|8s{a2uhF8x3VMeVHF$#)C17yWNFjr(?w8oH+h#_sFtvj^=*nrWaX9ikrz|Rz zu?SZ&uuJGj$P!2u(t5P>xN3=WaTw@S6m;+q;4`Fi)VaetjgX2~nxeBd#41>UR5{O_ zd6?0qb3FCX=g9YWSWh**^%RrO$>IeI>u^dCdxsW|RDuu=B|KgV*4JC?j;=5_itBE> zi^tAi{-vwGH2*Y7EwweB668f%Y<4)I2z@6A@PU(q()fRi(o}*4o5a00+MvHai$SS zp-@gDe1xbD{nT7or2~0rI~V`}p5{^XfpD)pVa5(v+4Q@dMnQp9X; zpXSKcaVB#(_sk_OT)51}<|d!`^rw03$tPJX3(`cfvav~tzyKnOi6g~N|I2^DU`_D1 z{?1SF(ck+J$@&(fy*#II!T^hlBu|Q`>DC>&ZcuHrmg4Qv0Z4pw1NuUUs!lREqisZGt<~6V3z3=+~ zRvU)_U28(axkv|Z3;$+4E@#yI7cIOV@t8*=NGVC{I0 z9C-4U!lw!^4Aw+sVg>C$Rs<7vEGN^27n17vZ8Ll7KgzL!UK2+&WOPWVv!eM znS#*NN>EAzF2#rnCp4v~aVicK2xoDk!n+EG0V=%rXfkN}0?vEfwT!DN&!K{!sSPR+ z&I>>xWJ;uCsv_oKw_-NSN&2v|)g{{Kfs9bf;c+M-1AobDt~u2T9b}m-2&qw8BUA#` zP>-jKhI`CMd;HPw{x)_oWO3y(T?uKLkwz7!04bJK3Di0a4Kd*rbiVo7!{(7L4vWsg z6-zd|J+AKVaq$oC=fpR?mAk&?cAk0aEKgooFj*{EpjlW&A!2fGSvK6OLMW7yL?T7n z1Q#V_E~is2*zC24j&zw9hP0JojioMggg5wdiINeC@HpYoc$~MCwI$CNEUc%tHHGuc zqll4G>{`#R7mTIE#2JN3s6+xHBT&_wYv~=rm}`T+KU8v&&E!V7=64&EpA}daY(l(L zNT=x-jT2y`qtX_yD~Mc}sHtYab%e==4gaq&3f6+F17iD|Reb$W)vpqaS(e%iK#0rlTlC0fgrXo6>fRMd(=@N_ioD;{75J?#-Enafw z(I@GzZ1Fwsd@cXO-+u?!-*P(_E?naC4}F2B9)FCV`T1W!;*kP$yGsSU_}-Us=UsPj z%Q4OW_Ve%Oflq&&m%ZXX9)A2Riw8c%OW*aqeD?DX1-i)#W|CiN*f_i_hZEbw49+zZ z0@qyA!@uchu%6G`FFgn$@n7Z<{MR3}JkU7XxUw;e+TZxF*YL1`1CDWA>rkBm}}Mr0{s_ za3*A{k&H-_7;;Iu$bViC8C?4ZR7owPdONm zID7U9&OGwR?3{aom6l|qr8%)ZAoB$+VaX>J@1UItvdAM<5ZG6qKoN2QRV_U{__@mr zRwH_ybuOK|$lB2xNu}Wf|K->DzI*SbchAdNsTA(&6F8%2Wi1? zG`+7TO%&N<)nJ>Sz( z@N^Zpf(MS3rvQqTx%RVP0Pr5Mp`k+3hG{kE(c7Uz{(sblA}7T zeTo3W$AvUVK|tYW1MLK}2%JF2DHq-E71DPb&sz{66WQVrg%h3kINT*X&(PBw)Kb2v zEwc<@wx=UCo9BlfgOGSs%Cd+#m$wMlpb|}E=jn6wS61i^2Qjcw8rK@e2P3kwWZ%H% z$(z~TAMqRS{r8-_^-kXN-G7t+?k>B`r)S26G-S;4le$MWkhVasm!NU_VS2CFU ze&?SLA_koZW;4rDx5A6ISGUs&(SOe#A|es)NK_%fdIrNqM(3ZUf9x3Jy*=8jq$XZ$ z#o_|vdV($$M!@mon`|F!(d$X3PyfO%0+z-Ho|zQf1YFxOh~W6pC!XMUKkzhf`KsIaH$U-D z`M-Yt=Q#G(ckqqh_%7af*CN01M;H10`KK9Oy~1rL-blE3nPEL*L+o-g+vBcY&3&tq z`!*&VUkR+ zIrsRWD0Ioe#4s7vSQnj%5OExYmH`p@UVuXcNAR)9I=J|3Yg=T9FjKcaw$Yuu001BW zNkl+Og(WC^%UGYWygb00K&4C0oLuG;|NeJ)@W1#rPQC3Wp4|Rz z{_+DKW4#QN!VwPkSlwLV%5;}}SdmK&wV|?}1>q6xgweID|S{P;iPo8J8{?!Wh59)9ovzUHA7 zzV|!6mV0jAjyrk78z1J}rCkJ?kNoy;)4%g> zYU7VOt9eTL9LXvqPxPX;2%eV+BMwnSH}@ROC9vXo&-M%2tJ`V8QCEF~&o6u+j3?N< z1f8Q*#$a(7V+OLmKjkVhqdsWL(cSRe4l6GRMNV)hXd zf{_+F5#hQZ;wsjKGu;GW(cPbii2{i=7Nc(?-64ytyAEf+>F2oy1=qbM)zx0?mh0a~ z&35<2m_t#NJsdC!u)TAI1-HPl#U2OJ5kk%7r>^jx@BaII)m!i2>^6MvbB~kf6;evp zHrL64iL+dK^ikgPeg7Q~+K&X`7m#`N@CD+uwFOKXuC) zicHbZ;a~jpd->x({c~!W^R9RN_xzK8^le-_nDQro@P{0`?*Vp4V~+G>i8;sB)u1|O zJ@3q3%=RUuN-rh5nzvWK)A|BdmL=1@J)CnOMARIV61TO*zxvr8!hQlGf{*c{|ev}{kfgj}mdEf!wcC^JD%ISL$kk$5nH*n6!inov^v0)(dLJ((mz&q3i`+IoR^3atu4kXQo& z6)E>JFs*CC-h_{S_+z|n?Ib53c$oX2xy%Rt^v`LVhGD%iK_R4wdW7O| zn4$|YTNdijarn8#CI;HcfeDB}F}M&Z2we?G&iy}LFEV|#GQvZz#6|ffw1vfG0#FKA zTi;|dnP9AEJgFH^YBrCZ;5+{7Z)K%~-+b?1Fs)kvo_gvjo;>?3Hy=Mqf3QIR&LOwl zaTmAWeToOa>Md+%_wgrx_=ha5u5jtxIn?sn;lbXBbnz;*uXv}`O)8aAf>MOh2v=2LEg$~V z_d{sG1#0VY(+9o<7Y}Pd>_H&s>AES0a=mHOEfh z!iged%{TPN*C_fecdh1}T7f%HX54yH&f2;o?>CUA&UdX5GqC@VeHS0b==qgD$4RKb zbqqkC;Fp*cb;r^{3eiEOL-rAPnjN=K`|$BKND+gH^c@P7o+oBEZCl5pekRDX3MIhc z;}{PU813%xtPgBoy@o6@@?IZ=;Ns;gTsr$0a{mglonmbumyr^m3s2@9%GLDpsA5Ba zJnzxy1*VN;5-Ktk(54~FBuZr%5Q6&U4p}_5yZwkL!2%>al?2(v>YP*RWQ?w}0o~V=|snRt2WDY#!U- z;fHQzV*!5keUI@=zxwak+CE@mamdDro4NntlNjLQV^47EzWeyVhd#>Jf5UD3tN;D` z`N@C%Cw%;4AK{KOxAM?~53sfjzx?YTqqn%qU}cqtSd0Jc6Hjvd=3995$aU6LyWc2vsoZo+h>hx*66O{cW+Mw{IMdc2cWjuB9 z5?nk76Bh3yNg?<+`^dTu zGf$4R>))7ptpGu$J}tocy$xmx~pBneEMA{k4o+SSsP&-|}!bV3~%GD7-up|xLT_P#|LObQ&fop^xA8sS^)^z22EXz< zPx52`%a4;O&CsyJ?&z;HNZI-O!hBXqw{ zmSs%GnG3^-ICvt}QA;Hot2tg9tx3n6HorB1^nS5}rdci}wKX2R0aB2E}CT)aqA zPZ$graZcdV`)d^_Gbm(B5vFKcv$0e$+MD7N<7ehihxDbpR$7mn0};7~j{ za_0`~MTz=-y#qV4Xr}vKyc&ajfJiL5@D$6po@P24Q}%mt;(>r`&zz%JS*BlBY+t+p z0oKplOt6m8bV56=sRl!AfM$CedOenwmkG{N*EM(Dc{`hH>+J9CapBxE?CtEv26hBW zDK@_w;&w%+?mu zXP;#p0!`cECKF`8k3(bIfNd>qvIp%Lstnz)sP_*rPd>%q%pJ6QW17EwmNqMJ`+I3H zrHs-S*RC-f?XcABvf-|Ara0iP)s{QgS~dqe+;XNwEi^DNkT zPEIA_$P=wgya!_)Hr3ak9sg=XUtO$Km`G#(Qx8>5O4spt3%b#?x2{x{s$~Y6Mxa$oY%c zc;wM@Y;EmQm3{KOiZp(eV?stfHPquNx1Trxx13?2X?Ws^C*p+WRQKDyyu(wU|4Vka zcIlM^des6gnrYT&PnPTi#nq5=$!A<9V@vm#R12`O0h^~VOY0a_5kv-A6;;f=CHN^4 zi*MU_T^1#*ETejTocGAorwDW8h1n$)P@zSIsK!snD1+p%X4DK4d*bjuy!taOA*fcD zQCZID+AgB%GaA=a!$l^>lT|$s8qw=BSY9QljDyhxi(qwalX26sdh7&xVS)O}7QKy4 zq*jbBUSg*)JpS3o*f|)pyFa3C3}!Le zBkK?FtpQ`vy&kr%F~*=)RtSS3)#4I1Il5|P1+%>m#UOH^hZQVF#dWu{4OzwD*4r6f zxQ1L_B?QUBvEwv*+t4p4mWOa~l?VGd3s=vv=C*j#$%;4KQgHL?lrx)-J8rAcYXN#S zWU2Ajd0Hnip+r!C3yI(m?Qp=Ic!eESEUF8UMStT0&U&2l1TPRo{XS#tk%cK9)7&D~ zp%h()=#Os8B2Gn(h+;sbNHfoK^1Q@3kF^eC>mhZI zX%lFy0^P^TlBrcp8qXt-o#kWCST2rWF|#ZT7E{J3u}(6r4SPF#+TG%>^p2W~T+%(U@v!38ypivPb>wdFs3*_(0a{GoDP5S%C?}3Eo+bnbcUN zF|A>=yGuP9Qyn|T!PRR_uWi#id5U^cvvlk@2UoYb{hoW-K6{p3>ia_lw>t z2vzz4Hz22RD@=?uy#gXsl#vmfC)jD6iA2k$IpFTyOWc_?9NSQwShpPCY&m(%aO!wq zWywKa$Ndo}(n22>dUy%|G*bjOfZ)DJ3n3gjw{8~E^^c92$xtb!P)a37qNCGp18rle zrNm2Z*O9@HhnkWp!!Tlr0~Xvq>xHKZ293gm zlCkfzZ%X!UjyHzYa6nHwyv}KYWMW_%B&ZUpd$=HZRH`Y?_e*v6gPb*U%h`So-!O=z z{r4(!T3`8@)(hDzaujoqU(B{^#)Tt_5&~vgea3_H%kEMt&`l55VN|HYb|YSXzGThZfP2WX)V@xoC7JlQnEObO?e-;rj69 zxx(>{O{%gY*nnvbi-Q$L`(s@2cqOTVXYKy`fxtr5ucOM z^xQS{Y#h&6KABUkgIWgJcZ4D^G2MPLlr2$Y$dJbYd8GGyITu~`{fRX|!MC=wQ(ho~C-;t?x41NF!3K$OidHCEp=m^pRV9d=F_zxuF;+HCpshz4L*2wF#7bpk zLeh*U=!HI8SFiEj_q~t1-t`U`40-e4{#HKm*fV_e6OXWZ^Cr`3msa(#gJnMU=x50` z&ahuBG1h&o1S69?Ul%8I`r|&Ntq1Q=!J>U)UV2T}pXC9m6f!xlD0DFw5Z&lH8;xOa zA4G=l?-Q0csHz@~18ZaOk{22&1g4oX8SQ~{Ec8pNg=NOBlLz}UTIZzFZ5~?p?h6Hk zFXzYCMPxUSS30ua8)Q+lKM5Sk&aPLeIE?$cmhjmg{gGhg)nl)1rv=erB^YFuW`D6; zJcKl&T6VITFwtf+NXhg{HD0JvllM~(euaJ5*pLNZCv?+s`hfuutGpFU9h#80zQHVn*AWAhML~>H# zeRNbVu><2iT_j_4Kc{dgo!KoM^UOl$9NrurkHZmkbXsvvk3xtv3(E_n054=z+aP6X zA~`m#&?+zpV;V+Dh}R+0I1CpQHe|HUlKBknO#HdKfWnb^fl9h_CP*3=m~+!(^@t^)zAEQ2?ZAk*t3l?ExW)>F3@oQq>+f~DQQ23O95GaPKLQB+CO@XP45 zgg#sXU+Eg~3){Rph2&5#>AKc|*&)iKuba)q>b7&%#iesky_At4|9`R9ofbg)k>vp353m=_jQsIdAMNB%RLI_V!I@a9|r46(}VM3gft3p7BICRiDf%Ra#h^ITG zY(+%bDucxMKph0N^fXFfl)$Rkm`;&VdqHbsrX!U?WeVpV#yOgU5lagzG(up#qv#L# z&ENYye&9`SMhrD?c+1yt@A*C6_u+rTRt=#NTp6`wXYOQcY9N#G8kp58QoX8Ev!99d zso9tfPrP;`G!z|{n9H`j^M^38dcJY=5QL<^wubGMm>|h|3mC01*3u*vJW^qmz}F2- z_hEkWg-kMs|Qh%UUKy$njgOcLw5z%!u+5$nD#3%fqkng!2Y z@OPao)BH|vd$ww9j~dOerP9UY~>M9^+<;UR~wG zpZp|`o_&%xF0Da-k-OjY*EoLH2id*2!xkkY@2OVS;hA$#dGIaKSxE>A((Eb$_;er9 zEq$6Gz={ZyI_nTJB()LAOhL>0Llk26CG(s`&T2)zFeKMGP8Ljjzy}|@v}Hawaa+Xs zP77s3A}V<}dgRM!-rB4D5v!@ECmrq)kNgnbMx8M{9_Is)_logR=bqX{qDNg z%x|wRcf3mMHBQ7x^^K&JC&Y`}YCMHA$lwXm0^-rdW%^%B)DkV;0PpoujssKAI=s0hS#MOcsxsA=li>gs1N(bA8ya}=F} z>TcHBNVsq=5)@SIkBWcq(NZTyp+?CJ*}<8Kh|;z$IjV4-vr4#A=%7FuomS{-AyI2E z(&$~PhsB|CLI|`_2pzCYL3-p&iCjg2SszO|k}5Terxo=gOk_XzLeTH=5ZY27YJypq(xF>#&-g~Ep0P?FG`uo}5T@R#C}aszmG&Fqy_Wp&(^ka}B{laD+7|=C-M3=6wrV z;&etUBwna^P3ep@&N+Su(#PrBrG~|l-moGoE1Hnw#g{SL>Ks(6*-EWZSvI?U;hNUV zFp)ATk9bx-`r!7UN`S~x~T&5e={R-grmE7P7w0y!wFy8nU;?YuCs9osb1x0 zG+z=72OZI(QxuoP#i8po?>Gmul;1ZjHVtdj5oZ{4XI682&vNS`oLH6gRxNr3^2Hn~ zjUy0Ri?9J@LCGRbgLOxvu~~K%_$$e>L>lIoAUM}X#}yq_r(Gz}BA?OSz4sVr@YZ0x zi9H`gWeM**)+lT%a8}}NcW(8Z=3ttw1XyR$2$YPhDW9^j#u{AfVg?X6q{53xo)A)^ zMTW2n6=Z@3vxp1^AG0hU(21BKgG|Z*8bXE$88Ucs0&U*l001BWNklM!;{g@&UaLAw^9*QPVE(Ku(+U+P9wZRdyki(%A8;g)*8lBi<`FSsX?0@ zsdL6&GqRG4YJuHqnP;1ZgZ^=T?zi91*Z!UFV&x>1IlTMr5AdfS{UqiSpN8dS812C7 zBJ5vFsbsn?y17YVzE0$kAyTAONJ&)kJz+9U*I9@TOA=KvWLog%FR@u+u7pIgI(@b4fiY>9XYkQMo>v8rDtR(Sm}|uM2diD9a?7e zMG4cE?VXza{vumcTSRagIsB|aHF|(vp={Fy7SjP?*7cD z1nmYv?CkGvz{a@I<5z*b#+_DVmq|n{Sc`!2i8kELn(6wk=J0$OK&ASD6FSzsRh-I; zttrd_D{hxl;eh)p!y9GIZIxxcZxBNdiyFIDAQpSEPSQzf--uo;ue%Tfhml$8p_)Zl zbNYLSBqJH&AMXjy&FI_RY%1kNTtgf&^X#bUPDBQv6a*&;E`XQu?}Q*ofsm2hfQ=4Q zc%PutkQ5RGI*6I*Y-B@-89W%Az!*pCT$F!uB%xf8b4;%59kC;+fCTVHAD)8{(u}V} zzDSA~-g}&niWwoL&@nUCH1u&qYCS<99C6f1Qg>*b#Ug0DAjkr;g7Ij~=byd6XP-Er zRnX8UJ2s#va{69TjYV|Ceu8s>IC(fu%Ek$-5d@dBBQzI+;!?=D5K1nqoPAXQl7nf> zs2TGYANdTo{jCQvBY5+@ckylC^38nWU;HE!YS2Z5j~kB(H5dcB#LE~|pe0^L;s``X zqX-m2VzrDZ+-_t`Vp@D-Vq>#Z(V28Qb#rhaM3g}W4`|xf$IJ`~I-rP-kyPuI-s3_y zIz|z*?3@{0Tcq0A^H_wXA$UU=@4?mc&`uaPO9-VA3&ZDq?H9Blp=}AqBQdNmRot{( zvR-6{5%{|Al+~9n@ zkcQx^&@sJ`y|$f}fFS&A{DMlwONmcI3ArwHj}K!{OuXO>0U>3q53~kh#thAf_0V#> zCpcbKtmwevqNBfJ5lfaZ)Py{zDk^BgEVHNB(i9XmLcvLLNTWI_|^9X5fx) zZmq@JfI`No+;{!NoyvL=k=5XwpE(uZH5?;TQ?E^|x^Q$Jrw~Y)q+)`@IfDx-It`!d zOu}NC_-|d^j6{3yVEgOIAu?f%-Ha|5;$++#sTzQou^wYHvYjy?g%EfV@F-j$4WI0s zc6<*nqLXbKM{OK3%gGRk7V5nTdrizK>YY9GQbRv0D2+gSOEY$4SZo_;8W;)7LG1~( zLs>v)98`+SA+To+wJIWM!2;G|oxwZDZ~o5vc=J8CbLXi6g%tdazwtKS`RHT(+6O;^ z^9J%NMp-5e{Yn8#cMg1qbNhfx&?;J^dJFNo&vI0+N8YQDnU0yM(n$?N#Pv~dWS#UP z{ssc^xAH!^ik|S)~8<7pt^&W&uEJhVSt0mr7IpL*d zIgnCv0nLP7UvcWh2B(g%(Jv*LsaaVXP?b5O##7~rn>N?jYa|!09WZXDWVyu5>a(xg zm&#rzV#v4+I0T(~LM&d+NO1E7%ph54Zy`&?b=CxobvXc4qRVS|px=fOKga8ao~ zIDsI;ww~$K(6$aOGL+1~31quRFNagdHaM}c!2$(Y4RRX5c)Wu)NVfJzJbqz|Cok`C zxfbka19o+ft3t7jU{Vy=a)6Z?^`wFE1R(;;{elb6oCOSD{niIDKqKJ6H@%5J`;!lF z^~w%KF+^lJC{56M_Pt>J%!!dcGlOC8+lalYL4pXeJZtrp5(<&;>ykxFB)f zW1Pc!`P|>%>-LJ;Yujl_h^&ez9e(Jv4joCDNutb{86X5sh@{&U$V8y;TNaxUo6R0) zsJW}O+|oCkS_~`=4ZS6g8hYq~s6ZDPnNnyHv?8A8rgVa9(qqKYZFfH;U*&vqM)Bs2 zrDJ~)}G)ZTTpt15*dXmsj`a2g$0(D7dW=E%984%rvkC> zp^e0qph`wQaCU2#k3W5$C$H>qMfRwdHaMsj*^(ItS%xipguG%rX>sSb;L;`Vf!?s9 zH6t!uxxhRB^S>Pj0|;2FV0r*&A3w|PsKyILp)<73;?(Un)dh9Ntm(9ajMJb?A!EN- zPy(j}HUwH9VdLP4>iY=_J|tcQW@&J09!I6t4re3r!aEd>TuHJ_6M{#iTbDkInZru^ z?CP~M3mo<-sdNbjbe5wBLyCnZ@@jxn8LihZgNPC6=Rh;!*iy+G&fLVYg&cdZjh*h& zFEm;~RrL_Mzy?WPR`do##?vY1E?h+DGD<4FZeKEcjl+XsHtHinO%m-pLCUz;xem<; z9kYtLfHM}Rr8D%*gmpXNR50A3J+~E>n|hYD1wp^>(8EAT4oe6@W(C>^P%i>-o_U)v zg9)!!jOa3rnQFu=cw&DrS zK+qrzN{BeR-Ni=T_+K1X;=A`1VbxkrWg;p|HAEp}Jy0u+Rst!Zof>><%TR!j zF<22YI+|G~4Tt+YEXaZgI2&+5pk;>6b3(8jG!1@IL%;mue?Qlm2p%&YA*l-hWlZHDp%bBcYMNjAz0$sMa9{4D3K^8J-JVH9i{E<=S z*PEPU29g}hJWOXyRCxDu|90qr0(D&<8CNg0oH?^#9l0oCPm^;|wkJixQbhefV;r68 zcUQ}r5h+q;mozx>-eFsdu@2B6GlbLxA_>ABb?AKKXN{M(bLl8s({s)&a|#gklvV`tjN;!5WKo0g)Ai z;WA8G$SagCXq0B6Gk)iTALO0?*|+l0S|2xsQw#9UulZ^|@Yq?N9!;1|CU`tq-oxfu zBG%Z$j7Ufb4(kPkNRB`RLM~CcCYK6V8_cvO7?03_JcrDM)MAiINkYV^PNoJ{8|%MX zMMzjUN83!9n%MtU_4+YL5mC)u;87y#NeUq%^(gf{M#ptsL#;oo(OMxQyzB#zCunl6 z!S+R(#Dkks%E(Z}T3S;R1n4Z%{-3(Rbe9fTQW3f44EsQylx13alW4fkNQ?#%I}@z_$dd#KnEAJ@|+)!aNns05G3tq+1AG6H(0#DNb8=fNptkn{&7QflhPaxkee z)}gaVnh;Xsf}jbWsZ^+bK`4fdea@As;i`4)NX>M4lfn8iY|u<~kB~2duOQgS*0Tp7 z6#Zd^JaL?HRg(8JmRDD~G`bpVDAkbn{n4MY@(q8B`<4~jzyo*O!5eQoL;K8m&P^{8 ztfAKvIH4I$TWDIy3P^g3p-W{vDMN@0wO7%(`|%jA?ZRk6EpzI!&*J)e3N%Pn-|mM) z`psCRlCjx4cp7VQ2Yaxy4butSa}OYp!Q+KWTY*GAho&7JSL!uOO|#%Z=d=F6U~P1O zy&id%(N4zC``h_qESHk1%*pc{?>&ui5nVyic*)Z0G4{q2q%J8JR@j~xwk}=f+SM!M zS{z~bziwX|du=-{IQ-Eh;s7lGBen$ z`*h8;Mxl_%#P&-Il8aeXuJRdd=&j>0(~FsnLg0v-xVE3JLnII79`aw{Zz1g`4X}pQE0hGjx zoMzNg6C0~l5NM%MiREZ*6#jLt#X5(|b7T?83XuvAZQJk{pZOF|U4!*Acd&8i3cI=B zSr7ZUrp-%QrLjWcD3GDTPorW=&?-&~);U;DTN?(2W_@E7Cp`P(8ef!9*X-AUpZb?S z!&`2@oBNh;VY&;qpUL@ezUw>qM?dj@aQ>;kq#ESxZ(kwEg5KgXlcqrw1wn?$@(fYH z76dBK5xK(p2{?=Iva!8AxV95xx0_BQqkJx6hKtV!a{`%H2p4CXb-j)l13NolTBgrD z1Dl&HE-Yh$#8?-p>O#^OL)9zewVkGl#|R_!A$nqP*fcnzVg*?d8L>{#nmSIJ4oAs4 z^MTt@w(WCG2!T`?2!#m(S@g-2px(R6rM)p_QQ(6{tAeQuj2p|;7~0k{nwmHT`gQw~ z+UrhhUbQ``Cb&d!2*^X|u2afRO5oC42Cikf-eEnntVzY1GAyf_#jK^588YoK(t`Aa zM3MI)4%)+pDCTMd?gcd1W=y}idR3=>-epc-@FPA?78WIu)U2RzBbDo!gYw}>wioH) zbb)(ZZ&IBpQd$B+dV)7-Daf^=H9&B9BOs{QAD514mLXmD-W?GGmom)x*<0y#^EP{& zYI6}jO&O*a={!beWE(()66qDe`=k^fH5KDG-NBy%uN93ow64WVg)VaP-jFAreS#eW z+rU9xb8&J&vskgS*k`J;M7k5;HF$-xn#^mol}vy`tx9mx#}*9Xu`04tgDN2Fv$wU! z(urI7t>5|s{?muv!@^SZLARdD`MQT6O$ zLN+xH-?m)3y2Ika0HqX5y_~YY%5ZTF?|mH4BQp*f%d=OudG^v4yQ2{f#y4Wn-H9!U-V=qcazK{WeK|4q8T6)g1YDXNeFLQ(&@K`^yb8&Yal@NH#F~dmY`|2HiFK$r;{N$w+r3^Sc44>e z?#lo=Wm$=@clckB>AfT4FE$*L?lWrw7KsTRQYHlPT*Y-q5Q0nfuowhb6EHT_&!jkn zE|b$z9fdt9jmwbgZO&nh!5JGJ42cTz|FQSx-;!Ndo#$ttbM6okZ^}#!mL*vRJY!(l zU@#O^(bWz0Lv{bcU)g^^ul}W1ud3BR6=0VOV|kEl$r>}2smy$14ELU4_YeErh~+5VjX&a*XXh+8&>z6FpZPrR zzxxia{p80i<}=zRaCvb-*L4hcZ&Okx`)cCpEo0J>K_m2i?d9rDcQAN3JfOdEj0?7K zE6!1*8a7TDtxD~))^f4;1Sg31q|&mIeab#od!eIv7Z&qEGtcBMlR6;=MSVad;Ars0I6zqy^=7p9 zr~%`C?`i82oUgn5?)SDn?y;YVJWA9RbydLtEWqp|5^X!d$(h#pe!af=!LaE2VrIeGpCjz9Nn zgy%oUS-aq_>!3Z_k$zok*H$(Xw=d4jBoVSJWUm&qih+8NM0QH{j_3l?&e2swj&HHP zbBDeOtS=t&XMg&8_zuPbw~mC+9Ppzbyvm(Bx9PhcagK}o_u*%6KwKMAFgUyyO!miC zHLh*Zm?0IsbGYEqzQrx(bn_WWmEzREGnEjsb>-d)7;aHYco*; z)|+)I`8u5Ql-is0-U3z}HGM*u3mg~g%)ryDbSKK|lQl)3zwr2U2Q6x&R~=j9MuOGUoovfC1arFWN~9kL4pZbfXFi*+_?>Xdulps>&6Sgx zGM^Rv%v^_KQ^>8L-h&G`ya~Hj2`EKTS4p4~VD6De$))-mO?9~Xs6S8cz909WtLQ4x z$7EY-a#W&jn@w33Wu>$!lcQ#WOr=eo026}K$@zCG*X5dVSpdt~Jfx^xs648nu+GC3s|EKp@jD$Iydt9fN(B;qnD zq1(IVqC_o3578^Jamc)*IXS?cEYMkCBXBV$a(~37UvPJ$Jcuo&IRbwGxvBCgh8g!o zacZjP$=7lqmSMpNk|-`)&~k>p)aa4LO*9rbJLksD6K=oz1~;F7jxYWCOSED&{#!Sm zg`)iACqL%w{FH7sXL)%EXJ>YqcOCSt!P{$~Q8C%25{+LaP6)vxZNN7Hf{;p~IN6rU zMJs{1RIri{+mf70tr{TUtS8yF9Ys9W@$x8s8~D@*h@+JSoyR-Kae%W^`0y^o4Rj57 zk2H;)?@}zg_MSEbq*6F0yPRqKB4u+Blf4p8mWHITj>_c_xqrUq&i!*9Tx>X94cxyR zczC&CnFPWN+McAre8ZlSi~mK(r#ooL_Wx`(Onpp2%WH-ALXb$C24=&WMH;vPyj(8% zMt{zWTyW4T^O@4jKxTq=kQ$+QLB-)D;3Sx8gb78}6=&hGT4HtV8!zr>B-5C@s6J_2 z&!Q&SxNOO~yX>w0{5S=SYgEL30JU5%mP)Zfyvb7RUN}7l5-(N-3BcCoT}zOdZY$u0V`Qzps-Pj z5pRP-`xbvR#~&|X-Z6S*Rg_h9jIQS_1@100=bJz-Gl(4w1(L@nrOk@hOm-FsbEBv; zy~a=qDhXUP4NH%e&uHKxa`S~(Sif_Z_UIT*S0E$r-hP9>_>cdA9(Z`~if3-LeBn!9 z=7W3pdHtt9BbUPL@QC$l11BeNd_w>ESKhjva^+IrhLrtD4M~DM__63?nPuI41 zZ^F__Wt`~tV;_Hgf6@>~T1B#Jz_(V;4IMNyiUdj)N;9YUmZ+W~3)yu@(=%paSQ-%I zaX{mz-}{d9-@HIGlK#3#KaW1f}+7^a+8d=wpM`)IV~MYPCK370U!tmMwIA`guprl`R^u zIbaI!APwk<91|xo_#_$1G#RYL$@WndO!|S`c<6FcYE;_SAi}; zl)~tXDYWdNS1E;y2N%#Cpm|^{Fq^l0@29WvH?P0OpMUAg9L`#Tz^w!LU;q4n=I!@x z^SvMbloEvQ;qDC2@)5s*Z1xD9M6n1zu=fmpH&>2Obix zvhhO&NEkY?VB}&`gEAPq7l(+cWNg#nV8q>=GpQ6BC-~z-V(W;{+~D~5z!qi#S+fPz zV&_``_~WtV z*T80#tcRslqDZCQRJE*E?4qA8{YSUH_7QvyrVhxec(JW~QqZ~v2Nov2ll|-r9mh`C zV9KE%2-LXLA(J$@Rhse_FnH9SCJ^0Rd8h2;-n)J z7*)7(nGc$X9xiBZ9wDtq#{@AkYvy#_5tnJk-DTv1v&7}bL+NPM;X|PJ9cjJ9tM#fJ znV?lgK@~Il45(P?%v^`3pp_tRpb4Zme#k4|_+8%qZ-2|lS6*N_en@H#_^a=}%I|*m zH~8$K(HbtV3Sa&Fi~RdP{3dU{{TA=syU*b>pJnh3qqK}w=^rO}m+`)#WC-5loDfSS z7n9Y}s`i4f3%luhl2U_N_2$xKQ}*_0!AgzZ;RH%amNkjFD7Xsfuq<1k?;sX5j*J>n zFZAu4zVC5BOan1zaw!xP7aDU|o&x06nFXp)MRh}qgccXjLqHD7;l##iGNpFddf($R=d51AeJv?m8>=g>xJW{wat z<9JEmdwdHbN)Z!`%|*;;He(b^E!zypRS8(@Rk^Lf;#Pfpzptg9qC!z~>wVlKCi}cn z#4L|8*M1gt6@*fIRT2;}9YGOK*UoUxN}H2ouc`^kmYgVQL&+OTF;(*E1{Mv78XwKF zRBz(CIUyuEugrSS-Fpv6!-%E|MyP5W27mW82G!40N5YZSQ}Bjxtl+y6l@g&OlVWn} z@p#f0(PRR!Ic9PkNkb$K1H-sxv%cg~BKNz7Wq*YFXNlz&7sG7ZwOqz4vTm3k1UiY7%ZD_> z6*p!FEQf$Bj&Y%Z0tZdcNxNYE;6D1JAHdtML%QI6d6$D1Z=z0#2+iykx8J?bpM2w6 zym+g}7f7ompSiW**&D~)`QR?E{`5`!(X*_Z1BR;z&76}LUnZuJbb61)$uX;;5LX-G zct!6LhYtD@nF}2DGvb(P|24oC_!1Er5E+P9r=XD#9NtOgd(}dPWYYSIz7Nd$hO9~) zvR!ZO0@@bF6%e;sQW3|f$|eiztc(P*H=$Y$JtK~kGG$0Gtl`Zczb8_nl zM`0W`lpJY;BVV0ET65!|;V>w=dO#S?Sagn!*1(eoYX=0Ok`$@-4JRSc$<7uX~9TmUrsscpOnr)f<40xIhH^;>Dam`V@WL`F8SJ+fPA&=Rzo60pv z)!akHYWZqq5?5T+W21UdO_{~E&9mK3T7bIS%k5T0stfJMFZD{<)%YKW9yG3$)GFLm zCY(OVWSpk`n7B?;|46hT#fZbxd)j-zROt6~+pNg83Drna1#OwPo}yt_mMluaR1eIC z(OW!KZ)nR><7)+klw@*ST572$SAo^Z;kj5wNU7|xiLj~#r$XB|sOz|B8`i#MmU}cW zSVs6Dbi6H@2Mka~E;qtr5atA$u_0>9ozsyIHi@&LuuhP~(12Nl(iE0uAU6=iGsF$c zhj&T$-h)hctVr#(0!EKat82plTO6jVqEg>Ggl?+MsY+>q2 z$qCen*?UZY1Q8?LlD9Bfk=p8(I=M2z)OWqCj~j}T^HfZH{3z+8ZpPDoI<-=f3E0-V zvranGd!}(yKWuM8(Y?@FHEQ?W?xij+7k*5SJLsY1YG664JGg}wG72U z1gAr5M=3i}jcmiv{DYTQH8Wn8R#_xR!(`X@N0vkrV&dU;Z^;|Mk!EnLqpjEqshY#*SiR9GcpZVlncsl-d zji*6tLNPrOy&P7%&rH?}BTXLYNc1kzkqJ7|HXi4^-OjGUBC=U~IA?ln1+i?v0mY!k zQlZ1UbP7s4^?3VZ{Y2RXv`IEeq^Ym1tL&{3 zyP(cdGL>uQs%1!(lPXFGy#X}qV^Y`%&Y?~!kVNgc<%#HQgz8)}eh;W|T?Ij}Z6~7X zPFPn_Z4u@S#dD@DcZwsck%6;oIg^6+3o8-RLCjpNg!f|MG_6q;)-%tQW`?Y&csmv{ z@tNwmbb&%-EYuV_7*sq%a2{7p6t!(=z1gjFUB}_^4Tkvw-?aGI0-A<0@uP4otNv(+ix$@2`s0#DN~Oad%9 z#$50vGsaxAI?Uc=NGPFJ1#0lufI2%5S)BbHv7S}!DG?mxgiA0C8#G6Rg4aUMBd}%% zUigIa+K#_q!3wrpr-A;(m+^VPwKLkqF@t(yOlWbGDilzpF>*8>TvIu86~+6MWA!UH zo(8S`vV=OO#*x=j0lx*xfaH;;L}oB{FNeI+24DncmM4N9)DqETmK)QOMZ{z7!KE)#{byFm()3D^;dcwq-pFR!S)uErOI{&v$+o zwA3;dbq>{RxCW{HKz0tzQ&u<(o+Tak#qqxPjG@8#Ih}MY@oY*9+JT!@?=|Iu!i6d+ zZ|I9P`m?F1jWaGF#r)4m8N_k(nP*Yw z8Pu~%#R8vez&D6`&Q?pl_mkK8{_F4YC%^R){m~IQk9ZGXdF3=5K3CnY1r`S;CAIZ;v+DrDHq_)ImR*I$h}06yTPr6@ zj%?PK^bIV!1{GMQ6?q&DvFF5&=@UzEvip0P7Iy;9<3eE89^*72p`*A!PImr{KW6)# zin1Cr4IY1TlPqE!uy#?i$fx61X*>;DhR566V(l$eycSYz%7!x1mVr)3W-c)!(rTi0 zy%8`|Moiv<91A51+L?|{~D z%SLvA=F#mmc7ZL`zdQ4vszS6Aclk3o7p7l@J)}q`5ENo#HM}M5LNM#tsm+X&6$)k zPN3;$#AHdqn3Zu%mSyxUgdQyeqi^}iyC3jhzyAZi{*{+_uAQUhl5um+VY}duzxh@E z%iq1i+qXYpT%FO(pCK28WrTKa=)KJnRiT~D==YxfCLkiXt<+E;lIJj>07Ad03; zazavPivw3VVWESP7{>x$=nrq=W(SZ*ViDq#KmFA1w0+y7*P|JiN z5BM_Dlj(?bjCdVEv+1D;glJlLIc0E4Xj`f?JGf${6|v7S2{&7fJFPz}yR2;L4V5PZ zGz|V>@CP2dElGDlOQ=AHDQIQ9Sf*DQnsy9oz}Z7&SXu5`?@mZ6xZEJc*9=CtsuL3c zBp=@~Xq*}v>??FJ~S0+{$<95+ps5bWXTu;safIWOJlIqDt9iyr437wg2G`)9m= z|APBh#yiXM@zYT7{@QhC7gIIz6o=wT#k|>6QzZxcT`&}19fu-gZQXWFhYJn9z>uG2 zTEA-JQy#P`7fT+=W)y^iqYzM1Rdo-V2pVZ6(P;!VxuKjB0_122!KB$NH)7Rn6G5FI zRmV`B8vSzOW!6mLaf;TOeXV%iDGI1#Kl_@pt*P8+ z!Dy%SE*j8eJtm5hNLzdr7QA%|+7&Ds9N9VR#nd}u^cfdDzU|184H6v_ zIYzU`XoGQ>ikfPKtH{L3Z%xFqgmDDl;e3Or5K|>YtMxlciIO5Yj+Ai?o3)|wj*pP8 zr#Md&dhiWnDprDX!O({54cuC=UOwczKYE?N{JZb*?ce$$FV0=SoAu@rH=9`&;{A?$B%YEBLrKJOg9ZI|YYl^n9aOCW%v>gs90|FgzGW;4h|K$z zSDroO*Pc7%i!a<@?jwuV(KHRKq43Tk(3JsA1NS!B`osM`j%6VF~J}v-;4l`MCp-moFJcGBtEy|h~ zrjSDE?tLB`q;jh#3GLQWaMObER<75!4ot7{k|L4vUtVljSCEY_$`g_u3U zF%O#=ZyvOK*frog&;X;W*6RsZB26g-gic)5Ru+R>k89dC5ZacMD`22$jqDn8?X4)9 zl4&ZcT9Q|fdx|5+hlk{p$Zxy}AKrt_2EB2U`Qb4!nbQ22m8~U6s(qlgMORn&gE^W< zq(r{(%1eCyh3Dy8B`q&-nwj-2T|eXOa>cuM9gK@5WASqUE z3k~2acS)cP)_)sTRxS_1xH_lv(7MRyp1;Yz`@OGmt5cp|C=1rO%{jV!NTZ3PdBe?v z8HdNmoUW8n136{uWg?ZcXDG^?G9^Z|I&?eda8kY9hLPlitThV_jRh>N8S$`m!Y{^KFUPshL3@hQ)=>e$P6rs4JyoJU(uvWK>d<7g}U##6+=4cS53On?S! zWQ(_;WghO;!n{~E!d7hdx~;vt;^ragfy ztehvn)#ax4hpK&jQgRZ62Jc|ljONCyS}TfXq^J&@s1cLvagbs{v^H^Dw&`mBkeZ31 zwST2rGpVVowu95#Tx9=NkzIqhrXKfVzFSf)T)ambN1rn@267o`FnyMV z8#rnTv*6In2Y5H&%Yf#LxI*ve$gHr@jz!<_aL8zkc9^CfR+VCE+x8lY^;((GncWTB zY-#T%o~kEXzdUx&5$ng=)1L;cU$yZxXuBB3pP6r)kjBg4O`M~E&ENfNHF!x zY@)FFdJ2|xn;k`!RMPblVKIgGG^A}%7um}KCluZEe%qeco)E8Q(jvb@g2{N>K|2g9;-;-o9nsuQGXCVbVpCtd&C` zl)|W{wWnz$fB2y}5Z`)+_V^~LC^-%FOg~Co-J$SQ91ProaT2B7 zJ|<3{0bwkKttO7moCjy8{6F9M2mau9zQ*&v`sk&#;swo7IXkj@w{mhp4(Hix>r>mV&jIjf#42aC_a| zKhu42Z6W#*)rzNq>Q{L@4O-KLtJmTcP*-u)|7UVEF6ziQa#hF9S*_<=Y~}8pfu}@j z^Vli)Lj-@I~91#=pog9W+H7k)E3fU!83M#tmL26atIDG)`y#qsp zrokPb;GG)I!8>$|NS(^iyG0NbLO(--C*XPeCg%S@cCPwHYS>~fgXPI3or3+zx7-E0N^(5XTYGLK7Sp>rL$oH70We&(R=Sr`iPm={x#Cv?rz;YG94I$t{U^Ap`mEXo*fYL|) z{dD~QVmu96uq{*NDbvykP3Wuyp`Ie9@0Zk*@I*C3zX=7nEA3ej(PCwZT!091Ott)x z4G>Wgb6%)YO1t~c`uOssShO9by8C|I(41|;pSIJ);0$>cH>u8p`yh;6rsYa&Q1w{I zkqTkAj6*~SjjN!B>&hUdPOg@TPMHE*E}GbS-ITL*0)ki|-x8HkTrq7D-AZdsLC19D zo2IG8j-{Gp>NV*5l!ex}uiwj%fC=G3J(sj>Xh1tC9ppfhy=mt;$N>%ZOyn`Fwe(lNk^1zQbStw;%ECuYZYOd+v8=76pcfK%{YwfAg)c@bkNO`S5DV-@kcEIJ!Y9 z0vgdguv(t8K6_}_ifl`(irmpeUTPzP3usCLMbW9r>#v+VaD8Z8@ zkfo3Wk~CH3swGKF#@ju2jicxG78ejgv%MEowe~cnicjla!1@Jlmi;j;6917edpiEV zAD`}^rKR?H_J6s@OQJd$SCQ5%frKL!3tV7jlrWXr@-!vYK9YC~6v;R?so08LT*fs4 z?+f1h>nrK$vnN>Z6L?xvuj)zW3o*uRPhj8a*ghmM4jDCD*u8+Y>mO~_m)i_!BI-Kl zaXuI@Vp932uiy9O+VvvJR$(2kBf_LkS{Af*TO!m_4HAn57_=HaZV`-@i8la_2AK7iZr z!kEy5BlzOia9S{rG(jX+phQ(~$HB!C!knlM=K@iMgrhVw#w%z95=vH&`W9&qCXE{KB@E+eEbI zdin6__>~%;?x0nNd&~t~s^Wu98iqD9*VRBqNa~GeGu<>9k|t9gNAN)_INNTpG8RLS zk?_HIU`^u*JW^JBL~k%XL7z?3P85A5yeFiUrZh zr^rg9>L85<{hxYW7Tn4<4>ZiU>rNHsVJJ$v_kmk)2j!tB^QpgS)0m5Dy)_R zbcb9G=X~$g*ZI%?g)w@ge@m@zpQ9%)kAE-{Gx$E57skP)o3dFi``d z@ek2V6I^v9&L&SLnKpQ0-=T+xFgt+x9Oj2eJ7*}$!!4@bnR`Ff7!D<2<*+sXr z{9$^^-f^Ff=+p75H9p-zOB^bpt|2Qoz9c3RaP-r~?}0!R&qd?7R8J6SN+6`p?CKTN zXR=QGD}!Wv4F+Dy(RAYgZ3M3dbuTqzfXAZ;XeKW0Wv;&>!B4-Db6_H1(FmtWkpoWX05MCwNf!vgrNw@c}5=?MHsy& zIT-PrH8=QRJm6v5oAQGO%lNdA96PmyV%G{afm11_bb^wy($5cZD4X??I4o&=zzIl- zgvJ0L4mB}X?3$ZE6+T$m(`?p+TqTeY!39rA(K3cAFLpgogVl1$(T!)h94+9t$IlR# z%Byd@$N%}C{+d7g{jbt>9=bW>r=kr}}|x^B+u_!i~H z%8-vYZ_!l9eo6ylN)Q6lbTo@&V(8E>&+XW#ApH^Rd=0M)C^j9N{B z9;{koCCcg8@2PvhF2H^4c(g40=>7Ol5cED#&gK*TUTHf2=I zF7>4!J)XMlqJpOQ$_OExk5`48%;)KrVu2w|f*v$!5198mxcx zaS!P@zgRJDGQOEX@tmG7*{mYI=^2Mi%#fn884GbJ46&FzTsD(Nop>!ZnL$lrNh;4P zkC{9s@+Ofskvt^Qkceqba*-$lsu|UUkxtnG>!*x!zClD z92qdQ9s)T>O3Eyn86kOOt)$D0UKI3Fa90NN9(0AeNGFcDG|ZUMrWr2wq}a1g3(oYI zyK=2LC|n=|^xrnyp3jbw>rpR4I%v4&@rqI4CmUtA^C zt~bPz>AQ}&UXtGYDe3Ju(aVSA0Ie&`+lD6is&sFTz`pU6I1-%k!O~`hXr}KPoG58^ zN#D0-j+rCgIf4ralhhUX&@&dHgbw_SoB{7ClDYrEI~;Vv?|$toI1-mv59#_2=R8p| zzxDOs=IV0A8*luKv-=P5N6#=ehj8)&%}ZaPSsa?hR59Jn;6No131pd@&4_d`J0vWQ z8Ils!5Vm*jJ>;$1_ZXxlhXu@UGWZ3n(sH^?y#Cg^eDC`|Nx;%I|I$dqxQ}=juCDS zVF7J#S!E^1}0~vF6o8+wi2Lf01D6>ZIRMy_x*0Q;G9`7(D zve-T3WvYJI-<_{AaZ}LITx$#E@mr~LAhHMSu}MJ4cr7^d6{wApynP7OZ)__0Yrzw3 z;UI~i8BfHCIc5k{qWVsM)%v;9; zHUx4maw5-V;LD{wyMFhRqZ9 zUr=v0C>aY(U<-9s`}df3<+7=#;ssNh2kX1llG-)3iz3FQQh{v9NcKv3P6bs@s&MFu zZzW=i_S21QEv<^)tH<0jJ}aa4r6*F5oCqp30#Xzgg)&;XjqFH+Lvyu$mq2j=r;eUE zIYmSpa`MFN8A`*Zv@BiE!!YC2&$!q2+-n=|_6?^YaM1)d(o$rOYGX&pWcV#Zofhy) zm85jr)%*0EA`aiSMj9qtX)i`dBg8dGq;X{`C|kxpiO)`>jHn2~d%~e2)-x^Zm3SoUVm zayX}L1370ly~h+Vz%$}Cp~I5l>_e{39$Fw0$JiX9vj!I|6tJL3Lw14D zHEg71NykznE*Hd&rhk_b$wxBL5P>d}T&TTyPe$tsGJ+23f(Y?TS~_RUX&y zWJynHWNT5MN9*Zm_0Y;=W*?>DCd+z2TwU1}-S(t%w&&+;Vzt(jvP;BO^0DA57z2s~ zd<2z-NgfHN9*sRem0A*&JqUU=*z{3&X44~4DLDd)7v1uCQc4VYBmqeqqEk|5<=mnP zuW%TTAr;oe;Opmj&RpOubeuLFXI;l>*YTk3IBi=lnvSawEQ{6#wv^c2xxW@v9=TMu z*9H?%M{I?zb>e6mm>&RIE#NzfYs_I9n+B%UW>&y?RP%PBa&dMB41dIMvfkFR-Vn*)FUca%wZFK6*RWQLrEzUhmng9ubB5O>-Cz= z>WX_G+~Ml-oH%S)4+%c_khnM|o}4f{SP()mIjtI;=WWNj?a-qUnm{*SP{bLL-%HJe zD*{)9P0n1cHgI|d5;$9J@JGi4?{HEmWrOBoSyYJ=%nFK4U7TsmM2YrqnE(f6`|s;paMMLs#DY$lR3J>@ z{Mz#=*WMR_m_}5se>9PYHJ4g4R7#}-6xbpyCy0GeK~iVOOqC)+Mz;|4B9OK>S-ts+ zd09zOW`kp~Y6;<<9>?n!aSMWIRnH}C>tqO5N z2o4DWb&VlUwTjd3^;Nw0XfiHa&KXWm;jOozZP}R4U-QCTw%@O{ti5AN~72Oj`1>pGf#!Nqbzx%U9h zE+Gmu9hQ{^<6WSTt&CJRN$9l}Quj(O`y68+4f$SPn7Fis_kZ}h$Xyyk< z+Zo|IXWHPHb)L?9bi6VhLf;bAu^tNRl(&m0TaZk_LF_ub*8ky`oqK<&F$E(x2{Hp& z_Xzv{s8IvRqwwWx*Lfk!eh={46D`vPP^&)VDLd2aK%(+!A4}XXecV3fK?{uUvX^O1 zvN_umWn8Ty4Wn;a`JT&izylqa7nl?2#T<9N);h3eE2(&oXsqPnP$zTa^H3d&eO-o# ziak%Epg1+la*so$`b&Lei%BM8x&U}UhrfK9Z9?}FtOS|O<~?J)maJk5>X@2=Qb=j2 zjeh(7BHr!=F<+}P`E{vDPi@h}BDfN8qesfLDie~o{ZG!eV=BAnE07H|p}C+dC0se0 z4Xlb|?F&~etXs$0do~D7)8N(7j*c!0-CAfig)k~>?YY-1_%O^k4a(it@j>snd(iUX zqUUtpa@us{(17cK# zKtjEyte2oz898O+o-x)8W=ybLqemy(%&bftGx6jCX;>n0WyeSyZQ~h3B}hw4rsv^G zdG%+vdF`FMJbUsR9QpuxNv8?V24du^&p*$<`_^yrmw)>`Ub}scpB<9B7IGmwPtg`% z<&eq*!Pk165rN3>mobQ@@9&?Q44wlnj@ zk_KCf*#$YKgm_yJAYzIb*<6vCss-4>D?9N0oN(&}(&8q#hH!ifX&2;DNW+rWD=*zR z;l*c6OgPj}^)WwD> z!>VfM;p^OF6Mz$M$_la6vILLa7A>YfSOiU_0w^qVD>2tq`J@OjsjuhihF%rwWk=dX z6knUmuKwGg|FSIsSxHBCPK;xwcqQO)>PaOdO}E#=_9(RvBOb7l zGW#p#*$j@4ja#)?Y)d~A@^ZR9hRp`f&$+t1i=WN$$4XgXzFz`lAtFe7$dBH-%XeRW zgI7Lti?6(JT={hhtkLC$*~x-$ef4Gjp-r zL&N>cfv&mFa=GOEbcvsPbF<#|Vy3Ko0!#e!j-2yW#>(t_WSf%<-kHMH^R0&7@XDZ%{9e(c$V4Q z1!!wKtX#MUdpB@JwxqFm3dz*Zi&EUw(*lW^;2f=bLIFQ2jD<30Rx14bB(u!mS4ukw z2RU%G33SEdvSTd5TH#6^XB18yTrC`fcRcKlc(*^{L4V9uFI@JXhkf9(^EP=qX8}vi zAB*T{2G4wec{C5g^-NH|ztWrn7;Mwe{nh7wsRXglaMj`?XOi0cNpYl<==&a3(>5$x z_h~|GZOe+2`DKBV8*p$~_uW7PnVRt`200H6q@_tnJ-9;F`L~@VMCx ze)`^BzVqtO`Nmg%gU{ZabJ7Ic=e%LwX5fNXo;~0{{!f3v-LsLu`SBf69!R0J{geuT znZO>kI^ng@IM`gA!*UJYBgeewI3#GNK7f9LYtHZrA289gi&D>$_6&RFf_s{6q@Mp34AtMz$~|* zEvt3p(g}CGa61U^%{>oho{M?lygT5$J7(D}h)rPK3S(QF!(w0$3s}xz(FuGkxFkp} zRY16|688)2Q^4Bl{Oy;ArXi1Pr+gKXyZ0}-+9)S&3ob$) zVcw80KA=B(g+Kb8FY&kk@H*fB@f%!5rR{Gq#tKZ>_HHVwO$%N#!2|0hJa`DR9yvay z?|U|5ByI-!qZ5Xd8OAjd8YF}&@|zhpaaZchm3)`$BCN6JdT$vkDcKI}fe+9GVYhNu z90Nki1(K3WwEm@d2!UB>Ii9y1wuLrckeBClp(AA|el#L{-}CJ8f?NMDdv6+TOM2G# z{objn_HgDq_wC!G1|&o?$RL40whWfSupk3o#7<&}mzHq|B-rtX1hQ}v$7=;=h4=$F zG0qA$n1BOGaAF4{3^s#60!yH=rIxzYef!?N(;4^Kd)M#|`S858_da(}s|RR_*1J~S zI_KQIYwxOh>wTvG^Z#$Gv3oRU+GP>fel6(d%O7JMYjuPW#9+<8H*w{d&#Qg9W z7ZPjLkc38QEp;iaF-nT=Rtq~o3S{oUyX{kEaVIlzNPSDXbTcDFka?q$UZf$l5-~=t zU_P6oP!z@q?^{TukTBX&*n;WtoX~m!h&0_|ADSR+849#BV4?LbF?Ld4^MNp{u^!aC zCCwW2yu)=0=M_azC=7Mu^r47XCjQ$g{WYQ(43*ZJhm7N0!5#V5{e z^U0kpu5GMyIH;I8OJfnrrGz{PK`)WuT>_s_Az^a@IO<5}psO@VOT?s%s0b6K55-x7 z(F(1^XbWd!UUd6fmha?x_ac%?>V`3UnjyqxOR&<*6iNa~+ja}i#J!azy&{r^Rr^MB3OC zKu%29vcmh!8)XwHO0sHK6W1lUawY#?)QnlTSU3Pa0QNxU!Nu zP18zR)M}iw3vIj?xAye=dmp1HNTTKIHl~yT42`Wx&T#Rg{AjR#Jpy{w7P$YTSX2)}`Ja>()(`SiE zv%9y?+Gve4TickYJU?p1!B%6(HTq=RnX>-?~v_&sZ8Ib+di zqF2J^-UfUd32n*(wURQ_$qL^g8jS_5Y1)=(AjUxFJ<$vQ13r=(Pm!!dHeF6v1!2e! z0h$2HRS+~GXy(DNA1%*m%QL3nQ)S6h>+5`aV~r;_*10?$b7i!~ezis_MzSy|n+x)J zLCcI8ge1{b5CfjWQi6`OHqhEcZ4og?x%nu97%eO>e2@&94dJ5EoU}I zJaq8_n`=XuPqJFG!8wc81;#pJR2&@7xq9s;T{P0tuvmx$d=Y&|>RQUe(aq-~&9b!( zn_K8Cw}LXF>bzJ4Sw2(QoA23HPD1kf(PtxW`}1n#vtV#hOT$O6UYreXT@#h(?8bn% ze(7tm?IDBMus*Pm0x8!T+n@=`QLb&%Cd=;8oLL*BCK&=T29#DfqcAFFbnuH?cu$`CkQ(UL7Ir*d)U%Q+Su;ed?65~L z2~%j{PR5f$OU!K!YIPlrIbsfB;jG*_$NPDI@A-YN@hVRb!qRBzlUrK-KNc1s0*$eF ztvM)09F9+Ob$&?QL{6m+a5dib)*M)O((i8e8l$=c+v0X;GV!)L0}2MaYIP#zg28vC9g^ zDxj5JL~)C38AxqRN9J9N*8-&vT}DlMBaPH8U=+bCVf~1TnX(f}(NIXoB_x+knnmR}owkNPZ8?kMdP%^Rt*T zcrWNA4_B9?=@cOfD~i(z9X-i=fkmS;UrH4A`rd;S#KUqbt)@uS;-8aiS}(n_`ufiz z`5v>O>ld!2VT6dI+B}1`S&vH@bV@?j+q0Zth|1#4h)-X+%CG+RAMoX`eVB`g7>h#_IH(m$vT zYwIJXO-CD*C^c&V4JD;>^sNcLllNIoSy{tUQM}JnH+l&p1W}8&&PnTo(m3a6 zH#cE8kU2aWEeuvqN)V%feAM&Rv`*CIZkvZW8z2U(gBWotVu?gQr)e67!*ycp@;r57 z;I$IOrE{=|^z?0?_2S2?+i0bwhmckw?u!w!;~WJuecmMXFD6N2C7@KIokzhEXkjkbShRAvE+#2FMIZV1C^xBld6nowB!!4g ziqIu&u+lf=HK{YS(a}Ur9iY*|D$*&KD` zs1i~M!C^Z~5fr7@L=AQ7@CIzqqAa{HT6&@T*se6;OY;z!0M}%Qxdj3#b{OSx8o<-G zHAPjS3>alFKocV|wsMe+0Q}q^#@kVf&p%GUmKSwUS-qonq-u*UMRfGU=t(h1gEmHR zp4LJa31)!zmJfXV8Q%K`pX5tl`v_aZGfcw)1uf1vVmBj3&vtp1w|~WJdGDJZ;@3WO znZsB!_Xf%V#yKJm)pl4k35y$V(hbHGMS<3qCZ{$rR(cnKMU&s+T$awD))ME6?bd|k z<#|j#->fLcsCO<^|2wc+e?DqAC|l5kKnj7v7=|WclCWY2tvHI2r*2&5 z>?03z={1kCzkfhAtT?-~!;?>a23M8D3`I{VX74!HByy8*U!%Hn55bFEM~X^nT~VU1 zvRh52WlY$o}Z8XM7&q9%C+-rOa86GT=cMXV~&8J(v(gN+rbb2Oc$ zWyn!<>?y~tt+-JPc&;e9QdWF=Q1Q|29X`6X$&+haJUiOt+F+BTYLmHJC+amqtRR-C zps_(=6X-qL;`iG2!jHDwo+q!6{1T4h&D)2)%8o7oZd z(E+||>8r}I2c=|BT=J*sg=dHs&+Tf;@NV15*~)5dOc{cz=%PrR5WLJ&6@`2k1FnKu z17(S_hWWuhMkOA8@BtpU{{cGH;8UQ|7DY!hncxN`>%%dw9Ps!jpJvuZrn3%`c+le7 zCA2kkLF7SPQK7BN2*5;B2PWnxUIHk6gNst+f%;;|WdUnfr*Y*094Zd@-go1NM$>u{2t%g0J`f z_`Z&>h^kMm=B098DU|ZES+E_^kh=RLaW7!XU14FGNy(`sr?a zof*>;5N?aOV*Z+a)D>@gouK=M<(S|_**FPT4{eaTR@Zf`jn?G>@Q7BG&)|Y6o%qTY zs8FDTCbb^bTB5Ra-conalm&;{a?5D;3d>Np2({0i)0cVjCn{PuzySy35G-M6IN%EPIN&WKZW70&8;U;V@ZgUlb~i}5@Aaz zsR-k{U);1FwYRcYuw*uo>#HIEoP_VLnNf^}c%|vOz~w8~@#)JcMk7*rz_79yAJBsh z8tphdoN;SD)(7j9!;KnsbEz~vo+`})rr1iOsRU@?8G#o-$G+@&! zJZI!!FVXXSK#Y41m9KXKx&{g%p)*#qy*B32OXs-%>?wwo^tbIFO_|Iany9#SRCD>p zE(g=LCk0wP8(mV9o0e?R3 zuzqs&3&EDCuS<$(q=7m5u=raDfvyd7t*1_zuy;Z8B=1!bw6X*rNmx=) z#5tta5Ye{X6^o0u}hr8A^F`_qLII``M@uJ+@_64$YR(Lx z7(h&P(O^bf>>fSG`~UD0yzz~X@U?G!lx;?I9OAr3jVei*&JNfZt@CYv?oTr{AKE4nf#{Pla4$L4^?XC+dS=LJ!Br8=1uvyiU_|jcr6i0Y zN-ea>o^Ras4EpPBw6N#InxTdJ&TR9V2QG4cTgaS8<8{`@1L1);70>M*;}bM~m%8sQ z#JsGA{nc%>6okd3>!U9580F7>krzmYsI}Czbd=)127FB_6vw9ENDncyF)DSO-Cn1< zaDlJ+k^ctTBYy91|0w_T7k`d7J$Qj}xyJr8PjmLtc^V&yMhQ44*Q!jWP*O^f;a7M4 z`ci9OT^MB3E5^&PG+4LOyQG+C{IM9VD7{?PT1*uAN|Q8xK0_sqL7|n1RthDPqSFQQ z&eEANF(u|E(pp2O9n)yIWfOjVi#_MKQ5g0I1qZ{5!%8zT(1iiIRuHwcQW>*AvthLa z676(l!p9ZEo|aErPj9pcTJ+NRuar_$B1>(^7L}wmbcSDdxu_mhL6e-o<|(0Chv5cg zH6ogV7@!ML8pFw-#}fSU{57uC9RCV1W3_2{6_n8L7q9C-D2QQC0gR+awbBqZDtTF0 z+ZsljP&b6=apjnf0gqpq^81fp;Z2V{#Lmz$51w|`Fj^mhfo^w#*1LSo8y?}~&s^jE zANn|xdPXb~(G+;EGI*##o1BvEq9Dz*#)J+6ve4&m9F-;|M-QGLc}#4G-3;1R-iww9 zn}E#}LXs--=uZFuAOJ~3K~y!*(d-EW*4Mq3%a~w3`zskKh81nwLQIsSHFmGVlh+RD zBIuxa?r4w6DUVKFI8fzl~o>sCM@CSXi~Eu1juq&Z+wMniWu&QjUSYPS>= zJ#ikH&E5?PY^=ezxFWGNE;+k7U~Cop2m5sX7~Mq%!*z;kKr_?~bRe}enkJ&kQN|1O z^+;CMvlnOZU-d>y7COI79VG;sorI^Z?L69PwABRL=U@61#SGd5*xKY^+TiCc_0B1V zXU_8GZ~G4Z++X-s_*d`acYf)A=VQP5uX)T|;M|QwnC!9HDyo|k_N^xl3rbf>B-06x zVP#56=TOQmVDNz~rr4(lbfl;(QRh@yW~$ICQ@A8(>lTwFe=WvKVoDVg5lvlB(Mn^r z#$ceWNm>8O1!38?+DPMN6exdP*VOYlhoRzHb%}#|L~R^X=QtRa92EtJWywM5n3WYX z>!_`!F^blR;g`~rqpK98cG=vhSdx@TnbaY-mMv0? zK1JfOkfUlhq)U;*2B=O^KD14D-y1gu_D!o?^Yin1b1~K`G15 zsZEY*PghSMONVsE!0CtCa|Qq8J-^3SyndTYZ+#tWW|O&Yvaq7URRs(T)8o(Z@4xG< zJpRPTxOVdyj*RAb25g;!y*=GQrgM-guw$I{ ztfedL?p-Ecy#if;ozvK}=ctsV+4DrdQC4x45jvdIeCpGh^QJNCT8Rp_6jwiJTs^_H6I`ru2z8t%vScyofi(Sx zzVPwtHd_5ysS)-=x{Wld5_W^2BO%n{5$Y~O)I1Cw9Nt0~BMwvKzWXll*MI15^7hv_ ze)%VVo!|JGpQe546KqafPM+QSVU7Q$zrLIfAs|$%hL04Li)H>JQHhaYuQzu$udsWG9RdP@k92JgP=?KOy>pWSv$VBnHf=(>y zfmX&!{r%*P%GmY0y?*8H-R&L+m4m0--nS@5XGGwt?MrqEBv4v3z!thzN}-LDU^qr$ z5s49Nq;JS5g|SvpXi<`b!iJwv+F`ZE*Hdhvu*T6PNL?#@gto}c5vw(=CE`x@9@ou@ zM))IrT{A!2m&Q|LXtuW*o;{aUp8JK+Lek7rK@m$n`teWmwlBHBcyos?I=VLCh7Mc@ z%^~aKEuP!|6yN!+U(e&uJj1X2?&AzEy^-18t^gc#0R+0P!30C03selu4))>3Rl3x| z&Njo-=O_mo#GvRpAQ-fXXy4&di&r^fY-@beqDEt?vSQYDi{|X4mUnh}Rl>>CqvY^U z5VJ3DwIQy+(-nzM33w&t+Hlm+D{Ze(=>gImp>a#`Uv!QlUgEg@%ii(j)#AMFx=$}| zp8y?oHukrjhY}AyHZ$}?W)Zny2ar6sW;52&tZnQtun|K;>^hR~GGVR4D`?ZiIy+)Nj+vQ)nKewEV^WB~;>;OZqou!R(f3A9UoKN=pS}I@ zk7s<=B*jXfi`4fe)!L)7j1j)Kw5T`qWVERdpQMK-S4jKMQc4M1k<}DNVV$I9=P^r4 zs|e0y`XX4SR{FG<)N$Ib#u<%uih4eUTQ_0Z((hdBGE&Y*OG4^teHM@{tCYsh`-H4sjr`eoDt{gn~NAi_k-9{^|E~u+ePx8YNNimRGp(=5e!&a3v%Z84! z^~|5W%mZi6@Ri^2R{qNOeHZ6;;79)6ukgSAy`SLWix=2@?E^IJoNEWW?CoCX(~~Lp zIm7vK$Y%1KG8Wg&M1nzUilRUnO`94*=m>43%SNl!fzHU!K|v8fbrSdi!Y)8&dPW{D zV+_5%Rj+p1dy)-`u^Z89O`BjA71N}dM9oAQj*Vqr4mebr1E)DcGuIYh6yOSyE17xl z%F$`d+*)d5m|H`mEv?QdKv+E3qHxSf)axrbR@3Y1&b?N8QF@3ALnP8Fs2ss4xz5(e zfxK^M>jvM{SSO0P)>YE@iO{g7l<2#u!n~ntTC}Suj1@475+&^u{%GoJbxQ3kupJh&8HE z_}NWPZ=Pe1eZJ{!U(FwW;xhm6|M(YdUHlUEcaMOfkP_<%$q_Lqoxo+?vduA!2WaJ? zJEo*WJBzg?!@`m%2*WY0DoENQkjJZX|@rI;CD-awgRzLHMgD%s8OaQnLr&nFcroq0**E+C<+Ec zLsB<5oJ=so&6oWG24X^05(8Jtxd(=+5(+jkCP->;4Si z``5pnsf8c-FaHt0`fL9m=8*@vV&Tby2|Gryv$4j=Bu>}sgp{~Gn=!m`jkj&CF`9Xi zv^NGzAu6`PU_(osL=kdTk48AxF04*p*Ce$=o<<;|RtPbi}77!_l>T28N(4 zL1*@a1squtaB3yWN}ms2>Z13DyY7|EfP;SPnKb&kLK5Vs&c)`YX$VJqLLfUi!k;?_ z!y$UDz!nCb>l85xZ(e=<8XVjbgS2yo;?!9xH>5=oyKY(QSRH8@xf)wQ@|n=v5q8cH zM`N&t(Xh(2R7MK!%0TksA^Sv#f#aFt{U3OO*FX9i9ytFsSR0v7Z&FgDs}arg7IwH! zdwj%wYmf3>-||iT!3RIV6VE=2D>kG*%v4CONYQwO(-ysbny5W?P2qHhiVY^h`lw`m zZG-i-9jbE3{(D!W^Slmcdmp zO=iBhbL3R(D?N8#rm?Cn~VLW@v1DPngXU(bkLLz>N5s|qe|?(n1k*$?xY z2iN%2Cldd|PyGXa^*8?o+<%_I*;5=}xeTK7+-S1~Ip4w9vI1L|r>?FKZ)F~`!9h;(4567DS?WWC&S`etbt zWb(!ZN{Y{q2mdY+R=*E@@7wC@vJ?youu6Crk_Z;YtaHV!o08`1I*7}jnuXp`Qs|iA zx#wVd09c6N$D0(UfMDdqjJ@q)*C&3q#gOQ0+R$Mzl%p|fG(;0co+hWVrB^Fu{~?G0 z(*`%(=3}3_!3RG26kq$+ucR8;Ja-bBj?vbDdiEUW#t*XF?eeBa&hy>>_P6j~{MSFm z)_t4YXgmytB2OP;1`le6Ya67YCbj!mB14zh*%)x~>=x(Go?~b0EM+z3%FO|nuMJ2_ zbA9iKx~?Hvk}aVeK8}^T8%o@+g76cvXq9vFL9U+Nd%wfEw|q6t zuwei3Ct!VyK6{>cd_)~5-1G(W*l`Qb#@YzRr}_QsPjjj$DS#p*3LhBw$S@^_s-g;! zA_U5ma4Cs0G6{odeC=!DL5xXK9UkyX5wUbh(U>tE!VJ;nh%2iEaZnmAZw%RYh5St! zyexUl3lvU+D+o$6^U{)2m;!GH6a~!M zhRz#0pSU$Wc@0|O3QMUhsw{Z$ z;{ANfJKx1S-+q>#{D;5C&-~oab7gmrN8j=muFa+#KYJNAwxJvnuk1-NU6(LkqiF-P z>4d4)#9_hZZpNnaRL0<%4m+(Wo0j#Y*+fw_fuZ+QF;T^YOW;z%qVO6HG&Ht1T4Ino zC2-tUYiv27QHr1pU8Xb&2n2h-bX-5R!LBoSFO-C`_BfKVC|#gjA>_775o4g&)iT-; zltSd|R}9u-i^2t%ANrKx$U;QA5^24nuIg=G^j%-l=Q6o1MU_{#C~OW1g*F;H91zP> zgz*^K20a{7R6?QTLy(jofGsf2vi`sW91RMHFgSgV(P+eRC;q9mmacbIZ%^R>ph;a4 z^<-@zHPYmn6ortc^V5 ztqmr-ms#I=lrGIUJ09>KfA_z`zkK)Kpd4SM34YPU4OXDpZ6Gyss=~3gwa&v2p6B87 z+pIeab%Q@Vr0HO=d6xTjMr^JP84U$K-rm@w_BF=a4Ajx|JfOV*WiH^p^qNx4`dxjx zPgxdW^lC%*qVD}C$Vh$G{Cxg<(?GR`tp=E)qQg)JC{+PAp@t=GcgS(mGV3~?y}rwn z&pgZZgDJS7ta~hB`!B~(yz7U)-~-$jJ(8wM(s`eZrqh9-I$2arl+M%n9PJFMtx@xa z@BHR(K^;;7xII?j|ya-x4^X$=QRI*Lkh+F4r6)vY13fy*c%bw^90`bQHL`&Ij#<5c{62 zS7P+(kkypPZF^;G=7j8{tXyA-DSz)=#E$?WpSKrhXysx_txx9yzDALy1VW3BEoF*~onfOY z*%%I}3Ii(8Gz~|y8OQUM<2KUah`JyehsUhUc~(-f>E!P(V7$sBE$BkPT1$$a5IXT5 zoDwRO>6G#59geSDfu`XH{?i}id%yE5_}J6%cmCTS%qcRtAlR)~4ps`U)4^*!0 z^!i&~=RP5mQ;^n(5T6!rxb~5{i0p+(;S*)>R6bI~go_>8yqBW0J1F9uRig9LpSJSvegGAnn83DbS1EfT91h26kANEV^H%8Is& zlz+^;w6|NORkYSC?76O{C-1UPzU2hx-wBZZDsV@3eGIu8OGdb>KP!%g$_7hkEi9Ft zpZ>im2NeM!l$BJZ(utIt&Iul@L9LI3A}R%ZJ%_r6wRME1UgwH?&*`W@IXd4m9&d7Z z^Cm~F=C^&bY{ReeD#;`uCMTf&1CN@ia=e1T@8XvWL%2WNZWMGnwcmAq#>1a zgn^@JTM^()N>sT?OXPyqycG1}=kHj~R%N7jF}0R9wj4Je-$kbL7H7n}>tdkoJWWV+ z$&ideTZhq3RHR?#@v1jkA$B-pMTNBO2(uZfjksaKU~`?Lk9?SmU-lT^`|fx1&bOWC zy&rD)U;d|`#z1mlAseWmaZytQ==)NG7CVJqN}Gr`UqEM93d}LnHYHje zX|-o!`|ciz2&B9r6G0^?g2qJMmlGDoDe3Ip^lan{A-*0hi4^LBXG`Fi$UEQ**@g13)5`?g+L!}UD1k?6q~R9-k!?{Pym2KRo1 zZa-?e&A!2wnDy z%hBX0QHdd|JJeuIh_E;9c+ao@F7No-$Edc4m^6~tBvHe5Hqdp)n8squ4c_>`DZcAl zzk!cD{y4V|ZV}WN<4WNUbO!1Lu^LKu1(6mq>2+*z#{Fp>h*-RE{=yLWnf2JmZK?4Uft3pDp6Jy&3r=JwX6**%0ko3j)})dXz%%w#~$PRzxS{5&2Kry zZ@lk-@B6+V;PO*X@zCqv!0voba#D`1FjLrzp zP{@l)%FWJLF*3$U-NHCQX}P>N1tAGI!fQv+j;IPr0VxaQS_d{Ct5+q>h9hcd4Mh}r zk7fI7%*H8zUfE2{sna0mkPNn~D7-}z(MVHl)Sjdg-t^}!4+njt@d9b6vZwmWWvFEV zOpAu++c%RbteiHYEEfA(3UWSr#R=#=apH;Y33;%4$DxnfmeE5}hM){V8@#glwV7lz z

H;rq+QT2Wp~cRBF0rN}3-LyJP%(f}b9uQ^%-s=osjm;kC}G&Yq>ficpd_i5O+E zu8$75|J*4qo;}0naD;C?#(VkBWrhuA$h zAZ7l@t&I`)pFKtD8q#b^X%xDPtPe*tSw>!&0~VeXnByjZanhik4Yg7! z&o${i4C=F|2emQ86&7@@HOXgQ#!zEtH@UD?@xX;MTsX7E&c=vQRbo^mg^tph9HAvl zmfGl3jMiDA|9ohVfAK?ccV}wha;1<k1;$CcO%#f> zWslvx!r?Eb2Vd|gMvmrS20oz1j?ySRiP30{OZQ*or+(tE5rMz|)9>dW{p0_Q?K5Xl zuHci;JPpIKq{o6<-eXua0PB@FBdU<=#%lS(pc%FnxAIO!kRx7%$qfsr!Dh8%Ol_iJMnt9VmgrEyT%3;4w zFmQB}Jw}@wOmFVf1j|4BmEYpg3+K4-v z$;&r6oJDjwqFY=Kxkf(uoIcIuy0?4sw~Y|8(bl5)8$u9+6(i2UW3Ri!>+aj({s$hU z7><~?k;CH|HxH-mA2&R8`3eWqmU-tP=T3X$3aC64a=a+kyK3%Jfj_1atgK-&KGmkfY*z3?HaxGtztxT4RSp%CZC?g`EDp z4TRMb;4We*bz3ZXVv)5nZ~Ev{tt`X|0jwxMrwl#_5IbV%Fn-4F^{06KLzj5;H4n4C zzAo?82COA&$MswLJbm>h*Y}Qy1avVVBt@^shEot*k{y64uvN(i|L_TZ{{v6(#)lr} z{Kht+>u9OI(|qRHC!t)&cOCe^@odiF z@r=R1pvxhy8qhN1cLF^}PvAu|_c%L%lMO@^=oRrY6_=dG2rO z!7EwPqw7RAp22`~+iQI3BWqmRbgU0F$^@!`W>l@SwYko56KUpCyuU?V&xNXML5Lh= zVg8dotkgdff-Vj*$>a{g=&~q1Xr0$Qp$t=23$pfJIz2C8yvoyq!1RF8sclNDm`{$l zbm2Vz?!WmReA_#}hO=w%{Xg(`dC#xBhw=Ib>pQ2p`tgs^hQRtGuc4WDtTl#Vr=`JE zNp=qxq3E{&Hc3jYCk0J`A_k(0v?a7~);h8g$WPJX8b?b=M6N^qZ*O7XIv(VVc5mD5r;4q=U_!8Tdn6AJCM^p)K z0^SCqO;X6SUM#`F>XK7|1{*XkXv$!OTtdtDd?kiTU{gS+v~170ZJSRfaBCNC-h#Rz z76sK{h*p{|1d?8D{#{8Al23W@e|Jj{W`ndy2bz=r*IzrGaj7bzk|+6=NohB7_>HT2$FPWC0bS?IIU1J;JP0JoDTh*Ph#DeEvS#$rOyH z@ePGe)JF%n5ZI`ObhAc!_zK6Q>9}(1kSDL+;>zBfqi9HWOfUnf`|6w~UtvFAGyp#z zlsY2?b(X6SZ3`)J>fAZL?2(H+wB}h?b9`4bn;y~DwE&$+Sxo^BkB&JwI07`TEEl|_ zBy~^iv@evQ?)YUD;mpElWrT|O!y(GV?#m5*s=r^Kl)`9@(nd7hPJG7g_v+P{9y}2h z^o4|bgrJK)EP0U$Gu)a? zIodyF;|*WVk@p-u^BmRI8K{o|7Q%jaj#Vt#$$eDh=3KpuhWdzV(I3=*=i87>HGq%#$hFyBWNNIhIo$2+fo>VIGT z+(=aZ6;BUJn~MJI-ulro>>a>t2DXOvO)1c8lO2%N7xz)47WCyE4`jaotM{FAwXFaE zAOJ~3K~!YHyiLA8cBRnJFVaHD+jB-nAjX9CfzjHS`%Z0hW^+u_)Epg72%{m^l}u(0 z4_|zk=dM1>WvfVSBoXjh5jrJJ%(IsA!g-qOPr>#&`)$qI<~ct4>~%hVluUwT8Jq!o6Q(+u2JtFa%%f5f8{TI2mj|UzlY6Jma6m|#~M}c5RVUd@~M5U zb`#nQJB$Zo#!8_FLmD(!Cx?9M+5u1RPMAeaQ4N^mU_J*|t<2*9Nu)%2U<%2uq@Wjh z)aCUxMk1>e1qs^CQATlYqvDZ^XW8gxjOg&WuMiV4#?t{IMoy0%W0x?oCMJs}lO?Ap zqM`kLy&ckh*9pgBy;2JRQr~Ewjq&Y`%YDyi|9YiQu5&LFdhvvFMPEwD`dg`A2=W@C zEk^a=jJytooL$K^>Sa0Wb}a2nA79v!R^I@OXX(La?@RYyz|xCV)=)V|Wi7F5iIaWK zuNO?NJi}`rd59nT(f^LOzj>3N{iVnGp}+ZG5vu`>EjbK{)|8}T#JodlShm8qEkQ-R z3A8qe%!Z2DD^V=z*)z~0YJnT0iC7VEOM3bGeoHG`KT?jiPJ~)<`TE=6A9I>1W{^ng zWyv!M;iAr?9bH^8n9*rjfT-FVzfe3>nv`~@#)WejJN!$N7-6WxONxiXE5G? zI&iStvax*;CR3`dEp9#c6vMIQ^W&O-WVi;lF4$f{-x0)L_Z_uTV zwKHRmHT=%UpXC$Rj(O_lgx#5E9;IDFsT^shmcm9tdk8l!!|^T3A~9AS?evJk85C)0 zxKs~d(z3MVmCW2ecDL``Do9va_OA?mbIG7NaccB+)iiU?b zWg_+Ox!bW$OvIJX?~B-XY^(2Exz7FhapZFNyn4d?3Eabl?6uK zeXA~VXo~OZppiPEbi;$jLJz#$n?px?e3)A|Migd<)}@?pH)pg~fd+3P)4Jt} zC$A7vMcb74&XFkd+U=o;9Q$KFedRfxx><8;5}DM2IV7N6bA0Tje%|B1drzYLPKeEBhQi=lP{n!l{H)9-RUcfFOJXeVTuA>RRDPJNnHnBM=}QE9I^czZhl^9WG4@>c%l*I%KQL@KzhHo zTuDg@(91ezVZ=-CBBYL_6Q;0KWxpaLKHA{^ z`%ZIfa?F+Mx2SioL%D_;ZIY}Z;nB&6>Pl1)19j}!uWNqmw?4pEJ#>~!ufIf8j(Rqy z+8SckN6>bl72$A-Id`7e)LcAuiht`{-o^Vq@C+Y$>X5Z^hokA7=mo;>QQVlc9CwH8 z9~~0YI>bsMR#&2|P&oK!&8nmMgtsGk?&<;ZPSxOJD&haP2Xsu3|K4q9EllKri%Hfdp%CLWH z2D3w6^M*I@jeqtX{MEno7M{8ZKm2!piue4pf6n^3^PIZ)0DDIh2IDcagF~5{3tE$W z>;-)9i{nr72(uZXEOE}Eb!HWL0oC`En}e0sSS{qiUE9&kYiL^9al|@@u@%}Fj8^!* z_K`9#Ua#j8|9|%0Jl?jes`LHMW;MGz`?R<3b90lB#DoALAt4APgg`*05iBSac(3${ zzAF9r^u4m-VQE=D%hFe(6qX_?k3tEJ3W|d8=#h{F(&y$T_vW^zKWF!=owNR!Ywfeo zxi^qj4EK(FR`$8)?7jBt<{Wd3@f*J%lt?Zs9G_#Q5+Fs2$Z~wG@RT6W67no13`5d5 zrdBajJcTqF%k!t;ky)rTuv>OuH+zm*g8~GilxyS2G)bzs^Pa=pb>A^A-MyW$#xz;K zT`UMwkU0z@q~}APki-M3!2}oX+Rk;)yNvnyeG(ZFEw5ZWh8JqEcYr-}&_!c;&6 zF7>I3I!Rur5nGVjch|)a$m>n#xN0FP@X@|UbSCAHvL*{IYRmfAEJOGTD-44;CCLmb zs1T)Ha;p(mATWjYn7~j(p3)~R$fxsC`B>;8`gIu{dz!;^$1bc3ma{ZPnT$s0Gc{hP z;wjQ-K-BM&Bnhca>Bn76l7X(ez9*@WQeYlc`S6CZ$B!Z!&7y8I z`dy=i^nbP!J!jtyvlfzsG|L>Ux7@5HPZ9*)cie>#4!9uxzrQk!Gq2%UGCot>pN6%r_g6fO;(q&ZpUnwFJPWLZWM zWkmfhw$lPK2O#RVfK8N~nW)g!A9V=UAWh2BYMWbce~`=1-^*2(>_azwlI{{J&rp6q znrC=Z({vZ-P=SxN5i-wt`3s-Rk;Aim{mwav1XLtJSRt|%Fp@-iP_>9mAgsVz;bc?{ zMWmrYY799^Zjhc&zIh9b)xlHLssVYS*JMjj(;2c*LMd!6z!;2C1^1@H2v@&Ljlwqy zAv97rkcG7tlR0ICsFTo%a$@5ez^xo1h#t;0r4uQ^7$7i6453mO-%^zxyS7ZRfA=<~ z#_FVlF74I|tyYWWPQw zA&&;I+JePJmj##@cdQS7fbx{1ZYmoyZ9&siHj^tsxr(=0N}lu>GXo~;6)Lrw<1w^~ z)Ieq>(hmq~O=2Ti=?s`(>9E+1Na7U6#$nSYbm);u7rD6z!ULgDLZAis82YVMrkiyx zy6`+gElJWYxk(%pUMPfLA?|gk)oYkEB_5>g+P;gZpK$-Z57O%NFw(N2k$qMU1 zCb3yjt24G}mM>ELp6{-GG{87~IezF|k&_D?n_XnF6OpM3=+HTMD+^WM zY<+DMKsdT7MNS@fs7TA^@f!Pf%y9mW&Fq+&V6q-CQ4g7!XwYob@q8bHBr%ZWxdZ-K zgAlIyy*wo=ORz}^H6H;&oh9}?XNj>fj_|v&*b>6LKAp)yL7}(=^7Lu5CfOxWJ{< z9n#cV5V@rm_{`6qq84iQ?%m1cLdN7WChRB8+c z5v@+2m0lmCePRlVGFfr2X;Pf)XwOxVrc}z+&8*|x^gM}HssN=JjF1@Vxkz#7v?#zB z1>h&o(VoI$iaMW%u!h`NvMfg`pI(&EPc6MDr`=Ck>I|4)X*0Ll<;aP7PA#?RBnIJC zF*;<}QSLd_=(U?)!rAkJCow}L5nCr4?BBJ8-CHJU1QM0@k=X!`oJPf`UaJw->SQR| zy#eiB4~#{68f;cnJKa~<5*bM$68dC;7|%fa9!L+anXqo?32TSMn)ONrRj>2vSKY)f z{q!pVc-MdWAAID)w;*Z_f}Oirc=!<*AIICdht;Depjx4}doS&|*+Rwv)_ROazR<$i zo?rf6x2#~oD4SGmktS4Hqm&{Yd5UBh=N;*D4oMfm<1*6=Ao0lu> zl4(E{6H^H%wgnnZO7K0DsnU*9I#g+!DsgJ5dLfNkjf5VZZjafM3miQ@%gOmg604n# zSEWgo<#gg4zowi&%rnRn7XeAfqnYFyYU8xKmIscn@W9apwr;MmXR;1Jnzr!J96f%V z^Del^9cPjdOpX(`7TC9Wf**SMHO#McIkt2+%l$<+<9OpxX}WXEdJY5b1%Pl$&jt08 z%`*3U<04FBbK-*hRttsaYqC^eJ7SdyM6jmOmlLE_8`X?g;E+J6xO8c7ciy28tH*7l9o&~>+IUTg$wrW zWK*+(>8>(ZT|tpk4Fa;rQf*AKX`;bWC&pL8IdZKC!;nG$41~O+iKVm9p7D`ZqfsGQ zoM*@0y<|yDGC#}MWD}D_XaOsa9O2i0^FQ*x{P1)6+MOMK@t1#x+i$y_dZU3+K0Q1L zYG5oTO`MYwf;3Lnw1~v$YNm+nhQ;_IOh0GOJbMh0*3e;%Zh$q0JkQtDZ=EU98vemL z+NUhV<~agTN|Rym&PezlCmDZZfp;SX${YyV|3j7#6w- zM@}ws==eO3%r0}s{SUF&%ZNlkB7Gw3lgYr*HhG%NriJ{B9@)x1K0&wBW#{f)tSry7 zvOLENo_`s6)@7^`kY;^^uuP1PBeNJ%hgc*_(Ndy-ty^|rG|VopaCCNo#Av8ZxZc2( zWyc<4+-J$MwJ5ZVM9o?{-na&}p^wN-p$#`|b15$VXd8u6V$18SZm)B;Z{`ccesyT|su7w}hq_i4swwvtOpW?V0nC?a*&WL{pM z;+)S#TF*Qi3!p{FL<0t=PO<;;@8dlmem7FUr@u1CEw|jlx9+(Y ziC}!ZN>B-1W94aV73Hv4E37)($ZT;g$~tFH($bV9iZPxfPYd~Ik-6X^i;IQRhC=_a zeCyLrQ&MAD&3kyQ1Ys>%mXXE-2ho=e$EHCc5#l%s2 z!3H%5Jg|Kv8CK}x`^(x^u`mpDG5*%h!Ci@>Pm(gq+BjBAD>Ee0(Jz&UR}vAFSJsyQ z8~x;(xT+mx+&B&Vun`ck2B44yAVUd(u{n7*Aj%Cg9U!GZ2n{O4R{_@MD5XfU)J5<` zL~VqlBRJ!EorOS*XSUO_hHPb->AkzKGgJ6mW*GE4tR6Yc^I!U6e)0eMX||8SUw`%p zANcbRa_{{Qpp+)8H;Ale(9axVYLudVXocfihY}k3(>aHA&Yluem@Fs9H6Kgi1hc`C z2!XT~Lta)joHH3>fF#DN($6iuz5yFCRM<5ZtVC6-Lx{ZFYuS8TT8V}eMWB#lDVgOp zR6+*Jt7si?VyVkN{QqC$O+R=8-A+!Z%dxX@5m(arq}Vj!;`6qVYM)~Z%gis|%kp3m zB`f4gpt2ZQ=(jl?G404>wBR)AvZ3QCBvt^!s8b)cGfd{g&%4$GcR}PD@ykY9F)P>l z;>+vK2$D~n;WHa7iXxIE!CH&f8c%v?k)wrA5csrOU35?<3~C6e9T-dpIFyTWbvX+L zx#qaazOb{jf9sj;v;eU5x@~GM*6tauy?h@JK6rv} z+`B*$S?aYWdEUX2Idx*85Yj>at@1%Ck~m?_DT%`INKA1p>=1l0dR}KZ*Woo7ao#{l zQ0&@TMkNoBm~mO4EqW1S4f&_>d8Lly23 zwBg3#ditFj*-GBN0zN+Ei5wZ%!`jhEjjU`xD6ZuY(pT2siuZ^DxvZ>Z>*i^8@7PMS zQ3aDCZB80RL{WsbAiV%xZL*TU;rSMKAD*S3iGmQ@bN5e__mAS=#j$OqNIOgH86RnB zCGb6u$xAQcr~bE};0Ir{le><9p8QZiK9aKrJq|-|rgtij62O>+I8!}L4 z^w;^V(JxxJq8dqqoP{~%bN1AkLkxnkIY~Ugt}a8;C#hALn3^h3unbdt%DB3Wvm#A2 zIv?AD^2s=%LlL+>GGR+qYF8f-!_tulD5TAhIOcsT3QahPYj6(7F>wk(4e956>8rQ% z(4pg;zq^V{T;+hr`bC}lu1eLT+g~A&f(v(V<`vgnf$8QPKAKP&pP`lY>6w&4l+xM_}#c_?)A8&s2R z!Rk?@7Sr6&=?z$EN$Sc_4XacMc=d~RaOXpYUwzj*`PwHx#r`XvO}pDC&T^7WV7-cC zQ5GJgK$;_zK^OG@vMB3{;y(vOD$!#jtGe=cBgb*ho`Lo+Aks3qD4J_?@@^aE=U{0G zq`>J zphSWd1|zML%<+7edNdiHuTTTWsxc-7S6sXosoNkDFdo7vg!PN@k%7n%RfRM$N(;2E z(g+&_vO?3Z(rk=TpJ*^SJ<0UsBoh-8gq0dnYT_(&&BLaQs>*1njBMmcbXDfeM#p3k zVGhUXhD^z~V; hoe22Sd`5Rbf5!l*{h^uST-FvbBNS01io~L1V;<(kixuE-B{)(C!xWQT`FqwkMZ#HI zT>Y-tI{meRFRpmzH=?!5=36_QEZvx~V&izBxQA`zh(Pdf^yG(DZ1&kBJVwrsfP+D*X{NrB=k31Mp$ zXmvm-f?AEG`BT(tGyK&TzsV23`3IS*_;|LD96HOA_frDeolowQ_H)vBm26O9s_C=Z zlyv7;2|XWAJNAou;Gyz_xNBLpG3~U6l2x)ZrQ;us+Q^payz-uwW35b;mY-hqtiSF!N1m-mJw~zqt&iuB{TqMA z8WfrIiyW%Q8d4^sIXOn_-n-m)OmBkBKy8d*Y@E2&LMcNY_aTlcD$C$`?qKsA;uvpo zl5}MW!jM{{PVeL?sMVZaOu_2>#4JaVxcqWq8yS(!Fobr4-VB|E`<<{wI8J%LHZ&3E zDJY3wts=D|nmq+UfU4KgSZuG4w3#cEOH)8(O#vw`Zklz@N@7sPA(w=8P})QVIQ^e; z5N=#3oOa9BAK$qk?}=Nf7>uLKkv2n{1YuG{o+4~cy}YtVP+xrICu~a;R7%&RvUF_L~Vi~tWd&a^|6 z>&WZyJnhKK#!1jyJARS7+LA1rb0s1Ov8@((9<{MCvR;e0waS5gJ9+u@xAPnCxSIB{ zud`+6g{&Mq&cx>3kYr@-0eWl<)9)k4nvfgj7FJm4Mr77wwUaQr)Zu|63kd0>wMI%w zryq0l)B<-OndRZx7Lng%AZu6|6!!`j`H_J&NaYpsD;B5iWQXHMVlZin^b|o5poAnz z5|ShVDbRjMX5h?Vijk{6T$GQF$8tgz>u<%#xE0o*CBu}WW40)NcKa}+a z)O};{P>Mlrv?r4q9O@C4Hu}9K`XeI<0(>dR(*ZWi@TEXv=x3HVsJk`05~wgh2}lMV zNaLa|sy6JO^+C^LmSS2nJuJwUI~4^oNg6Pc*6b|IOfxexMGyqcEv%AuTEyK5@|3); zowSQzb*s0`KoYx?E(tz6Ek{ig4d^8acoOMJv|n{RXixOQ3rUV#cQ5mii!@wx!N@tf zLF-lx8cX3|1#3=bWJRWHRkHaxl1>{Yn~t#48uBc`m>l04r{X(YeHRmpV9ogpS)hMh z!zH#{traU$38UTg#R0B6-gBUjr_0I}w{??=H7J`SZHBNJi>HoZgg}R5DDC6vfK=GR zM`euG9NgyWq{>>v$o(uMq_w^u*SIc~a%nhl+Fj#KmlCQ}@TxUOBlcKKJj(0HKin|e zP=hHatpZfwgh@;10HII}go4bFCK)L{=o*JxIbXT=82237!SnX)ChK*Wn3#aH55h;+ zDv;+0;X$s*6G&o9n&ucS@hi}1`b^Y);>cj)9!e?d+S05j>ROX2j^d7h({N5!uY)vjx^_grj%>`M4bxfKumO{eK%FF+w|sReC{Nz+gQ=)t9W!pQL@{VaFN~ zhES_h-8@aYGz%uh=Eki$)6^Z1r_f=54g>Ne!f%cte1++>&|@|7G$zl>72QZ4`SEP- zDi_XCQz{gndGm_%^G3Fkc(Tk}mwE7V-xf277~8g$=H?lCt4oljsA`2;wL;SAf(S6e zNfzW%6*=yajgeP}DJoJ2%1vG)JZWnW>d2j3r-VAPon^(>r^SRABJD&`&vdKc%n1-; ziSM}=x&wE=!YbOYkXf-th$0xdcaDO|NnEVG!4~(rV8a}FMvBR;h!ljBSgjFZh!+Ho zq5TZ$y?;)VQVu5`BLrG&j8d2+p}lm39kqySpLYcd3yajJHs;KV_ zGa)I0#MO6<0O_HG#bz-iT>@#CX#{MUXmHWKoot?{GFA<#Xn|4^Ei74<((gx3*!9~+ zT2Ib|_zvUramd^}8D@2f`nDN#J)mVnCTC_C zSGY~@#|ImFl5=Jj8&^F&(FFsUTHp| z>+P&8$jS}BgLQ@4;W?J8iIJPL4gt6!PhB8}2E8sO_n_Y+*fc|$CZt%95=Y3R&%Dw- zEp6a@O+K2wS(lqXSI_!xnkjvlEoxO|<{%$Hr%g6K4PlD4+NE%0p)hM%SBo@4x=6l= z`pa}+K1749J+s#2%?(P(z1N+3*X?i z*FT>v(_65a#7OP3DoG!Ub?Hqj5E8VsxRx@DKocm%=BY{IZlCUIv48EOLyZlpq|zsm zez71e$8ZXTR6SM}Wetfj86r>6B4@g)IB!#(?VG3AzHJj=NK;F@-)FfKF}JkB;iI$6 z&Ml%Qw~iDS&O$q*!*(DNWep-3&W-&4ukoVgdt3V5C z(^F(|o4DJCULSm)O0!8N3{k$MpFzzNFkYv$g0 z3+1Cus+cH7(s+)c*^H!dHm2kZ)$uyLxl^Q4g2~yrbt{MNx{KHt)c6#6CRyhoA8pZa z#=n1?T=ki17BKSO$BTYBXJ@owy=m=dgGAt(a|tT0PFtzDMM_=*mx|}Zy9x&EOS{4|H;&Rp90G=bhV0J4^m zo?>BUl0a)RYgx&j^}~!$|E?;Wh{97Cmd5rKAc1ipZ*5(3BC@NMkD*Li+`Q zydA3MmQjr>$bXkj>tTw^8UsnfAaP{UH59R_^Z75|%j@5eB5VbekM#$5p#&dn92GUE zDwROsdy;o#X0j2|sD`Yz&%mO7R@um+*Scr2 zM9(TxE(gA)@iF$0Ce z!U&WFXwzve1F|AmA6?caQYZ{2Y_-K9BHHpWfYzleSNB)5F<1Fr94tVTK*AWTkfVnhK_ zIQ{z{!)qb*C@{rJd4$}uT$v4>lU;Kf1vmnm6$4;IAru&`EoHqPFMaWqT)GGT=)IEV zg?W&InTc_Zv`-+k!iqAtKH^M=vh2lcxs)Gy734^Y<1Y*J<*^NIv_LvMEa&Kk&i7oj z_2g_lV501W62dY*F-4Rn7!&w9uMeuSCO`QmM1GpAd(qAmo5*Gp^Rbgt}X1E zYBJr>=(t0c4iIUVK)8OjJX%7Dgo>@OsSz?+4_WRH$ZZCd29%j7a>{vI0;*W3OTpt# z&uVkp4Ray5uo=>3WO1L1FT0$#yy=Y`*dh5Je|snI`Qtz5q6j@P~EO}zC- zZ{}q$K7dGXz(zeDK6DU~Mre~TK}f%~f(}E*Yc(=sP(qSsIZ9{bXx5;mkNs8I3~f^+ z4(aF!rpu1>4Ghi0luUV(ij{7$QTQBiMfvht)F#IH)F(f~9n&+cE-rB3{QVrf|32nV z9!J^~Wpz<(boa%KPDtYP%-=d9>4Ngbz1K+)N;i8Oj-J z^gbB`0*yh?Pg2s2HZnZv6ENYBH^1J6TNJ(TeAwW}wdt0RvF1Eu>YU$9-TRFs>t?PAryhpr_^|=Jm*+MSbIw6C9`_n(g zMLPrj{eO5bfAH?#r&gl(BM&pt9HVpcIOAh=l+6jH!FE=dY1Sa=GhX!(>45R7k2cBhcedX~W)V}3 z3L+g4DvRm2NLmZb)IIz>BJV6RT~UmCmby%-nuy6zpp!1F&a!Qy0)rJMsuJQ3V^!Z3 zhYP4|CG?0_7l~U-)I!amv&!Fm>?8c)d)`f>63|&%gg7P;f)I;H+W4l2O51Fm2&viu zLDuDh9n*;J5<${o!Z%dy06*=pbs|K>t0XHYnW!l?O*Dw-PZD~PMlHlf1A@S5dNC-- zLLaqGcD4_=r@#tvMQaSkn1XXaVwFNFpWF!08mT-|<77XE0*xjciQr2s5jaJJpXQ(x zG7Q1j!_Nv|;)Q-8^vGI7RVwyc``8@Th|ZUg(xu{*8g5V4(jpaz=aD7}(O^I+Mmb0g zE0HBu4IVnx;*+2G3dU;?8>hwPhZSVtJCR3esa6zQHjT4m$0nvG8)$8qoTxK7QDOU* z3HI#VM58KbFP);dI#1P?pe>Mt5>N}>wTTmw%uua2Tz_b@Nl*>Rl87u#iQ||!jtD%3 zR*G5}5(YkLoY3oZu~|-|(O~oR%#*%8-^r{o-*)?#Zk4j zl#{3NJdd%lF>19M#UH;ja`Fk%u2_a_LkL|Cn|kVMR%IKsBAJ9y3OU&96aFFzkkh_U^x!pZSSjVe`y568O+xeuPhc@{^o8`Y_dMjb~qR1<$+cYQFsCFLTemiwKz^ zqc#m~c-b}2Ve9rC{O<4kE-1+jH{HZoy}=!K+`-Flcrh<|$xFEFTi@dS?|UDwd(96q zKGx*@fBHV6ZikDXbpbcO@|E0o-+jdCfCC5ibLDfNPo*00xzBu#zy9lw^U$5Q)2IX} z1l_q~-1N$udHw5Oi%=d1AH1Ij4j$sJyYAvuKkyp<;+BuGyxOMQX+xodgjBBhk3-^& z-k-8T(VVM)Jvl3~w=QyZ*Vzs;y>f)(k0C3?8fDL8oN&CNr6PBVyQD5^v56%u>4=_$ z4eL$A23uQzw92%>)0g`)NCpJ>s)`A!eBv`-XGzXBxo`OR!NlhFxp$6iao1sV@U)+6g|I^2Oc~`RqSId5X4Cg z{g|;(;d_ESHFO3MUaf-fSMj_MuTsVH0!S^^WUK-F+?XkQiH%?bo6KXk5vMg0f)B|x z4cA_KEfXPp`b!5na_l6D5p)JI)$wV%gA~tZ)G9TWR#*Ad-+qdpc*~2p@`}xl^Gv|> z)CAj_@ZbL6-JHL_#$69)Br&|~>S?Ze{{O+he#<*~=#E<tzj4jqMlx6hW%RsP-o{#tIl;d*}i zw||F&2M_Y{m%f-+zxpx`-FqhovjMfx$Mlw|Nz3)uJeO;px0yeFUzMQR;HoR1$Mx6m z=D`Q9XWw3hui(}%w+OW0CD&cU_g!4&gMa=$vNUDa)~&qd4OjBbyDsGNOUF1mYuGd` z@ikoV_8U2G$7cS^Z~Znw;L~V~@%CT%Szh|GOG$G$dOYSu*Idr`Uw1jJ)(^0AhsPba zeS6g3`tP%|UxE%odD*JJz#*IKrfA$= z!%37$L8mzV#FDdm?JyN*>KVH5!V3Yo?e=eyS;^Fv9W3>8ys?0M(0Ac`pxLs0Cnryy zh*tBUcdw19Pt>69#fAZcx#NWJwt6%U!e*ZUrj9WhNE?)PB zpJRD(g&SXT9hdHepL^H)`1Id@hUUZ=d1`pid;fsf-LRM2Z+$7>`1)Fp-FM&3!omVoAdLoKQ))q#cDqd&hHRgi z!Uv*Wm!MWKrO->DvCTFZxCF-`Q0?)c=jQ4-w zGkowvAEevvuxs0P{`3FyTio=r%X!})jxjek$L8r7ZhYCLeD!OO@azBSH|P!e>^pEi zd-m<+SAO=*ZXJ@vB!e!M${5sZq)L+YVvyn5N_hig#=3IXIeTiY?4c@pw$5C$0tcws zIPBKfUL;_$1WAssKuQB9MN5nHL)wX1$KvvMZHP3aa9|q|hfinoszX*lwa(ypm&$a7 z_kZvfUVQm4)9$8-%@c$bH}=+^-4q8wa>AB2GoW*_yoXMfnHdkc`q>9~WOjkY&V4Lo zZDbfYjj7lI3L$(llVg$$=^H$)$pa6+;zLj+RTWI0Au$AD6{B66H$~(7H8PW($kJ?qx3UVQ&Ysi;bSL|euetvCQO_Y8x27n z9n@HDb*MMS@cfY3`8fbK&uoI+uy6MsJOv-Q3Pqug@>cI-RA#g{)9v`-F1af;^!SSuI|1}Gs>(zPjKbCRf!$r1$c@sEFt z|N8&_4)^@yKTr)lgh`2eZ6px)x`bMh#t{lQb|m6Mw|s;XM~;#hICg4|L6lNauyxx` zCMIY2)&KAxLBL;p_@kUSIfw89?tAbdKJ}T;vQ+er#{C{5t!zF#zQ8iVk>Z}W_q zM=f=ov&Un_LqF6e+OUnX`a81VPw42& zv>?uDDW%W_h{HS6^Yc_&y-Ihr4U<#oYJ<;x{%hQM@Ih+zO_2NGH5~L=mdBDH!~jGO zWRGsr#;YihF)Qw68YkmN#<36FL^ z;am4V%u9eZf6*1HOLfBzGM?#cZpOQ5t+np2a{?ELsvu z$}lS+m74qs^k~6odQcPz{tYCpahj8&&|W~48dQ{mRUmyBtDsGfc>J9zJV-%D$?&1KKKnp2CbAQhkd;%eDDKk&*RcdFJ)%3!Ilbq^;@U7?X&+#?flE}D&us! zbNu5!e4e@GF0&_3usD017rpof62J=^D6c}C=H$6WY6Vu3SlGRL7mu7e$)@Qk0KW9a z&m(~Y*IZ4fy-J=YOinbBK)>4|uGg4q?!f@J-g+y`?H*Hm_p^0oD~Ar=&+T{J&-R^H zu-b{4TUcTL9?9qaX^y+^e~7W^P0TK>QlDr5iog8m7kS4UUP$06hi1w%k}M`Q3Zx{c zghXXAeq^4M>!RVaxjFJ_vLU*(wDmQ`N3|hq{F*5VN?NqdAQ>=No`r>3G9`$oBlPA2 zPYL9DG~!y9E_^yo0F^4t9%JT`eJmZh8_y^{{L#PVmw)O<81&mzgd1xPF`0oBNM-Pp z1u5wdB2-wzT1%3&F|kK5HO`fn>}Iu>aL=LR9PRY!L>Bxh*XW%|*KQDacru})4ef5q z;$oNk4n0B?r%X3%Oihlvl)JGE;)rgy&mhg{^&?Ks%`v~Qj19-1-fQ$P-G;hcFv=Wc zk>tWKzI6wy3v;wm%ksc5kqQQpAQ>1|Wx`kPKEkQx7ITYjvc%$r6++J^GnOpwF(m(8 z_bAHsT{@5RFbkOC0ee0`v z)2pxI2XDTLnuJe(=|1ke?>_$i@BbcvP7J4x9pTy6UB`oqhQ9R?6I)Oc7P>KuM^Az0 zv2E`G_uYP#C<9Lj{Az>TDxxH(DkQ7z7U`f*r`rag+wIU8tC8n9ryhKe$*tQ7f&c;d zT9U>QwQ7YN7z_qvR?tZe>D(ewFQ%VCr2>~+{#=&ZT{4{04C>=V{WjTh8-K?Ryr9CM zkV5yhc06-=;*g>uzz8|KcBh*I$()O|o(?Mq*eGh#to`mZ$5qyW&%|J2Ab0o56P7%W zp}h>P1;AkHjgj_>CwR0{4x=rb=MIrpMC!oP%cvo60Ew|Cac;=doU!@@U;C#!IQ~N~ zkMm@P3iSI#BoZJWh7BVoNXi( zI9qKb;vBYVxI95ONN}bqHWr(;eidawS&1-;2M<2Xt6s8?1N#pUC`~fxQ{OT}H;-Xy4jZ-E z^{jm?oH|LPR$KA?B7phXSspxiKV2qh zY~P2*&_8~Z4hfU{b|LbVgZF-m8?U|=llDmmT`G;LgWhKm{oV?aO)MTi#_nf5i;C}@ z?fCdOM-D$kXSKy8&wl~Oj~=1j?vgM;tuKSjE&%|tzNUtpoIYKV^jdv16lMR`Sl_rIojBFhJC@>q;J;{ zq^<$lk&)Uwb^S`2Q(quU!5I8;7fF=;iutfv*TJ}iEmK70>Q}6vR7Q`Xye4Hf#u{j~ z2zKtK{m6r;+9Xkwvy?=9^TEUH-~C)l76eDMkV9^;Mq;!mdi^bfK?l$G2*zs=#l%Y| zvEDfQHt*r(FT8}=&&lUay zPa}jSO=HLMt~GwxV65)bj-Nz&c9ij?T%=H3mov!#VB@}r z`x2-BZX+qfnbt_7Sp_>X-&n}{5kb9)$TN>#3SHJ0?R1poo^qx^q1H zf?c#09-*#NUU>N?d|>m;46AcX*wmnbL2tm+_!K*K?Ban350PXrwPk_~h|wg%W1$z} zd$7=IGd(s<)=$X$3EE0*ZkY&RWo3n(dw27-Z}zzKJQ%Nqbe9&`RI8u|ed^;)wl(X7 zfH8(7Nt~l9Hl#$?>yPhlp0meq!x~lj@6jCphHVsdQ97)!4o0~Gsq!3GA-c%g`s7IB z1Xg275>CPX=fEW|gv(xx-gW`0P?Xd;Lq*!su?Sf-GefC;q)5;V@azC>W5-jN=4d4u ztND<0;Qrg-uCKzqUqyG0(J-q_`6*+5hDYN1%M4(0?4XTK`&5*n7Wf2y;LgKHNQ|pR z4HXjP@HhksBF`a{s7?;DK_2_4>0K)Qg zXCBBgbZskEPGHp-kqsCaO{yzoVVy`WU02-7ACDBR}28yaL z@I(fA>?E6P4oV`t02%lN&tE}sP&&I&ZcC}a^O1gt@Cp)!G=X#g=>R2gvQ=2O?<_0i zSp@4T!$$Tw?8_DIn1`EO8xN%;2`a>CMr1%#o0y=^LO)|AlZdG;?!9pggMkww6$wk#;>O98|-pSs5Tj{LK zvv=1vZhYDGT(}1wIF$1@pZHtuyzf57W;U~Z_fFad-tfjZ(rh+3{_sQW-@6-MTYmiQ zuOJ5Qdf+hgt6g6D%IEO!|IfGZ!k64YFUnczM%;JL19bXvN!`oB;wrb_zr<^9zM5xW z{v0+B zniB0ubhgfM4JVqlgLCpJj($uQ3?0^5OrAoPxP95kQ79!{d>dnWDVWZWh0t`K)y5DnbqTd%Kuf64Fxlr&1p8l+SNM!3maRf&vGtDAH0(OEu! z>m3APlb}|07f@?zlT#?^lXnvkUU8bnO}xWVIuMxv03ZNKL_t(YF9(sJ#ehKfxaNvI zT>pX#nW`lWR*n&f7;3(A1TrI+hFrR6(g`UBSnHGHJLt9$WKxn#i51#yvJkv|vI#=Z zF>Rnd@H9eMBq>?kA!;p<^jZiL6L~g$;5$>tWa2?$b}*o-kQT79V2#h zpX&7ek2Jija#B_}jE5eC$fT`qi&s zjO7(K{{T1N^g@Jyuieq%Lm&DO%L_|v+O~~2wR9uP4k@_!`=m zz4rRnx4!j%{MP?PDK)?Rzx@Wk`m6tnpZXU+%?Cd8dz`(v%6Hy*C$E3?N$xuXpS zLx()}*l8NgfR2W8IA-nA1}7RVufSs*y4IjXFc_ss70{kvpeEqR(PP|q-+lb%Z~i8C zyyEA0?>~Me3yX7HI)9#*zU;-^dh1S;ga+H{Axh1M(xpM}b z#ae^GBElN3GY_>8;s6!K=voa|S_0u%Tx@ak%_q=Nol6%Yf~<`#a(YS1_8?_@l;9}6 ziboV;-K0sR+s%19KmMfffq->+wU7_|ia)npIJe1NciqjKzvBj$R1@;Tf4<#>v16R> z5H>>0Wks#K=N1qpX@8rWPn_V+mlu5IzVn=YXcH;teKeRQ5NjX;7vWsM#JO55PL^0o zoG_jQGJ8&4_4h5Q%2?lJ+IP4FN_6OVN!27qE7H*jEovw&uu@|Si*YlHkt?znXJ9<( zz~tDp@OdH(!j;z7}!f#9=#c$#8pCMD+{L1%F;fD&I zusHuuT7o!a{o+~fe(-)ahk|1#PIAZX2YK`BU(9RY@DdIkImYrn_{1k4z_x^I?AhGag?8a|9|8||LMatS{;N6 zc;KsF1+~EIUwxcAUU-t%y!M6McKb>8ci?wE@t8IDGUN`;HvruFrmjt(`8V_4NcQ2zl-6-@^Vy`0$^8ktnXS|KK5B zc*k?O=l(SwI`ue7R+1GtVJ+g&p(C8Q@dzLP>$_Q7U1eu`o6mms9@>j1`JOl2$je`J zBjYsW_doKdjK^bcz4Z`(@W-F#;YZG3guNSYTkK`kns$e zqb3cJDAB?o%LG@95H=;$5C^_3xh+ymS$c6?B~eOanUE!_YdTA>e}Ym*#pBxe zqKe*potJl76$M{R&i_*|VF@rOmmytBqzo(V8pjXppaMTG5I8ZLORS`)-1I zov0E9oz%P(MM2i<5w_dpNy34{hZ&AiMv1{XL91CuODM9O8?HObm%s2imKNr*Maq1q z!J}XP8=8xA#8JTUqeoc1c!B@sNB>)X+Glv1L!L?N&yBT|BTq%c{+sJlt4 zCb<2UXK~xJZlKesA#8z`g1VMCCm5E3twF}wjV_O`?Qmwj$M!JsIlDbhbRsfqtM!xi zL(>X~YJ`!(q+ObJha;VW*WG@YfAa1(aPn}2-s;1|kt3XIVvCH@l~w(QLtB9~6*YcB z4iP>*qdNN-x)xts&H0m0e2owN-Y0qFe9Hb4x3M-ze9mn)uLL0S%2_3TOVvimPI6F@ zKeuwW@cElFK|zz8`DTq)v&LLKWM!elkpnBVTQSZ#9(m*u*0+0{UEN?~XH4Q01Tjw6 za8gkk#})NO9SCO$m7_=oMAC71{}MM{e~kV6=Aq0P4f||v?J&v;`hyXh{V~I&By$Ra z2!c9!ZZ0E?TqfIe75c8dl=sQ~F(H}=*n0RO#J&X<5A4S+&ods6SzTRadwYvehur;F zclo4k91}I#lqd=(NpeRRHhf)1tyXvcX9*XUiCY~;{UO6Nr_*dQT))6Q;~@;k=z}Y~>1}UjX|Bb8 z81*@R_yDILImNyA-b-h$%@6#*tJ%z8oEv1^ByKb)oQAvv=Mc`!;L>}UKUd*c`v+&r zmB?(sfmV}SP99`oVGe;MO;bkWlyR1GepQebmaRd?R)5UcE#z5Ar`AO10dwt`BM0}h(vC=b8`yL}qtzfEzvNy~!7l{oYaj5g!IghdBX2TeFdG;^O zBZ{11Q*n5y!#FS5><&16;Sy&qY?2NWj}obHX72chL+)4H_{#VDhn{ln2aTJqcJ^O) z98>1>yIqPr#g&#K&oD)S78xb z!Ty6}kDsCEKq*bwY9m#|=5`lKOLJ)-+pCvA1;p(|lH6jfK-62LC0L;;ECjVWx>iTj zVmkW|pu>nH%PC7svc5sEut?|7VTR*`WMd0gtK*cf=#E?SWTO<)jIh-v6L9G8AxsdU zq~O+@Z{oc_{4(O!QSQF`ZZ6(<{N;3P-tSfA6MU!O^zlrX!1-JbIADc8z)fjZo66X*zL8yV+!6 zVU92iN%MlV@C+*%M4kX;C)c=w#U^b}rjDw*w(j!RCE&aeE!Gn{obYTv<#RjMIHZy^ zYaz!D?BnF2Wfp1>q+M!uNK;wLG{F`bwlpZEkzqtpI=1@*w)+E&r5a~qcV7h4$69-6 z5FL2Ol^c`{sOf-WG)9yq?N-dOqbn>fG{}oS&JGEJoYIWZIz|XpfrGOSv4ZnliExgh zD3PJ2QEy{QLvL$?jg2meXktWMIjw5{q?wXAkhy<6jb;_N0AYQNsCRBp&1nTLXHI9_ zba zTz`0(V=D`ELWNEH6oVbgbiiCQrdf}OqX<(J^!h^v;{=O91rf&0z|B)wcXoUAnd0Ot z-|wO7iKC)gXX( zYH^dIFa*sO{R^v%tpgPxq8J7vUtB4{^!tcfjn2Mha=@h-GLES)?qhy=h1IWo1;RSV zUi1=r!-Qg#a`5>tV0&$y{kPtNLy#2(qsRPojE<`nS zr$bb$k)A(C8ECRJCCgGaHrIL08^4nmJ!ggQd*|zT?~i^TuYb)8Id-_i@BYbseDHTZ z%<8!d)aMr|ogf{IsI@y-rE#NCH5p8B_seQJfNM_cnX|wpJpZ~Su3u@s}#|n)MBA;_G1$*ng#0=?Sc7mC`#uLY7aW=z4Y1$Xt z1~mw49v%{se0zs_qsHN-IhGolhRdkAl%_O9l*Dlz>!7q2Cp9IC-ZJN^lRp+$|8dTMUw-HK?A6nto8;)^w|04CkA@UJglr%y`G9C~riIj?QlCjn8(H|x_ z8KUC`g{ks*(`z>~rmj-Ir8s`a`=ts9bl`j1rM{j(0kuFA2tgwXNqYl2wHouyHsf9o zo8^Q-M3R-H238IpV$|w!WAXD(PS_jBEyiu#ySTM>?cbS%AGF3 z!XkN|lkRkxKX{O2ocJ3$h(HIVV;?~gH!-D`&Uem3EhvRCc1mF_iULzwh$5_yx5=`+ zlE;yL&WmzJHL@7v=tZ(g*6b>gf#(N7?7!rjwv<^H0 z%9twm;E3uC&qxGh5cn?Hm9$q-_l5F4T2M^YCyW475k1BO=9cET{?G~s<{LC*i7pbf zP0>PNtRO8dL9Id5=&;@$a^J&`a{A&r1sW@KCFncrw3s?A>%4%bHO}8Fc!pe&`FwU1 zYPP$ZEG@OT?K#)esyXsxgIH(CdWbEg&qXi;Aq+8J8)kXue3<@zK0 zk!4ES-9)>bW=#_*&pPh*dcOIs)~s!GS=;X7RD_J;%4x|bIxROF;a^>*g%zmMp`1ln zhmaZ_2DIui&3ef9zT<5y%(oczdKBpp|5BW7ef zI4rg|gfyj;0vW{!>x(ki&YwdFLA1O;6e*kx$-;nMueW=olR5<S7o%8)@OeG1lvD0UD{Ssfk=U(bzh|+>GOBrP)s_7?%Cw5upvX#(8jbO6xyNJ=% zx?;K-OeuvG0%r_)p8Fn5N)grTG@22%$SFmJ76B4R6b48MX*yz<q1FJC?C$66$$2^&s5(iOmlQ=wQCjbG0f`_8B=tBV)B(dR zMN35x$3$UFVJt;fBI~-kiD&X^0>C1z-$#L^C^GUiBcec7&*jOGvMgyd+r(jjsz+oQ zs6hM9?Ltzz>Izj`Ar9SMbW!dEjJF#*%o~FbH4*Hsdnx=pHF=&LC zbik;aVx6GbY*NG#MLHrg5I5=wAxMS5#xE63e6z;NY2h49y0}I$^;VmZA+mySwUPu?gq-CiftDCkl4mK#81I-= zr9L2}S3oxfn9^6QT1%Q{ z9-6Ex;wV7K1|=4kr5M@31|fy6Q#j2qbBszy?i2>?qqobWtO;{*7NV{oxrvyw6Mk+; zox&3E;F(qKzW*_9JajWl^%d;)7L0QU!8bLnP=(1NtYT3LC4C)~P-rD_uCVA`Ie}L!ZNCaU#+z?<`-x-n{@j5*r(=RBLf8WG96K5V65WUx4HHn3IE=~j46QX% zNos*3o@+81jo4c4Gm)Foag*hvhuPTLnHdW+)Y8k?cu&n{zhlO^Nar<6on*M(C1}=Z zHJgO>CS{hB2fq>e}E?N+2;{b4*bXpsC3cD;&b)zE6~M)P(QE zo8js1Q``IFFMNR;Q?_hIKG-A-#UVYIj6GwGcE2bVTkZ z`H(A9-gg&S7C~7N;e6}AX+JU<@z{ke{^tHidEJXovb5Ae(tzB6mdMNVvlC@-38L13 za)dQL4^)~2n^~e@j`?PbcfS3ltoOGVY+qzJzC;usAevtwF#$<`2#s1bCzQ;}a9Lq^ zVy^I;Glyhs1%m>{MiR>ip<)VKLg~m05Y8Zj8cAljxN(NZ&TUaxg{XHtEAvWD(@8Jz z;2_H~^1Sp)lTw0}6h(@27AF;1QDO)@am!h(&^Q(1WZO~Be`Bu#K!}oLS_#tXhfHegN4jv%QQu0fe2%1fbvhdjT zv_NxmktX=@lgOxi!*(Tt#LOx*2(ZSHj1tDfgfuHDgz(y9K}>03TJSjif-7KtPe@%| z%Vqt&*ldfBN-_!OFxKLVF>UGlr`79qK#=Dtc~O9rNF5-8m|<43-W_piXGA}96f(ru z7F74eX}_&gTN7K$&vjl96qp2BhsYF zkkN2RndKPg2%;ud1Q6EgB?XVKZL>MZ$wgHLAS2FwY2Iaidc4CHgd6k$ht*^0= zQhMnY6xK+o5iDtS?<*Np6~e{(rnCMeyreaZ+jbuj~(R$ANT-a z6m!QNckqc%eTH)vE_~GJH?@GMfjRPd`!2k&OB+J zQ{+Bjt*T;WAJw|O4R%&Er*w1NXHE-n(cYJkP$o^os) zM70<<$jGvSqO5AFT;-^o^V)Kgf?8uJZH7{oW-THP8`Q&n9@4`x9*-H0#^k1?EHZ|@ z)WhF<@)hhENA*?{lO}9z?J(^2+1~E5e((T?S5}zoG}-A6=?(|1Zf&!=*<-zzkQ)i1 zrZhe;1u&~H?}Z2K-ux?6!cx{pF+%zXM@fv*plYnG_xQ@a5A(c(O%BbqL5w^+=60h) zJB7Y|akixNx15sG4hS_JK&~k42*(Du-?pEcz5{H;@BhhtY_DCUz0xLbF8KC8)>c7W zK85q$(@~BTX!Wvpyq?2A*rxa}WM_gRrrq@r1Y6}P%LXmnM z*(;iyZqvMAn4~nL20Dn*4NFZ6;yCt2>!~3dCT#Z;hDnZ-6)7jT5KZKwCga09?A_+0 zlSRqZW17I@o|a1ZQ%={CTjB_x{tL;0NAy zI}+&j;GQp^<41q+MHKIO5r6n!zRa)u%Ku6`4hRFw55DW=JoL~uZ+z`5IesEQ0l)v@ z2Dd%ux%|WrzKlmso#NgvehwWsFj>MvyTNz8`86Cn3V-<*D?GBj#bT$$|MIW@IkASN zeQkt-(!lqB&-1wc`s?}i|MR!_>Z!+>tOU&-7^14a$5l5WQ?~6lx&d<;fE2!%G|*V-Yc)u7uZ}!Xa(^<1H4W=$BeC7h)tXGbT1+W5?N?>19#ujqoV7UP zxU|*f;zmrTvqifW;mRE4oS!S4U@#c4wcTZ7Ylr@5NNFOFp{J)i?IjDD#YQIwH#o`lBHi&ad+5ns4p1CorFJEXv}`IIO`~M=#IFR=4R6 z3(j2{&~C;Q<(N^L&>f8EWhDgxgw;N#xi7hxDBMqYOZXmP2AH-}ndZ4BT7^|U#R{)_ zUa!*|t#kKR9^}qvt#Ii1M}g2gttXi87H1KpNrDbES}PwZ8sFxfKtq``OwQ1bS9rl~ z*VFAO9zR>~rTcbpMM+eTNsA1J+RbB$ij_EZ!cTqDb_kq~+34pK*#)*+0popb^5r?& zAy`w=>krr-U*z$%ZPMJL>rHYiFXHTL001BWNkl0cw z_b;;42#A%SFan!qT)4Ew_8?(YYSsoBTfHHr)5tLP)GFPwuwCc5&%TWp-PGn+e)V_w+~>c<*B*bIBrW*a zpZ_J^`r4bg?CC(6jIdK>KY!qG$3_r)I&urfOf0F;#`AB zH@LLfY5W`e$7U3_kF;H3}?O5zY+<0__n~onO>2G@|Clbi{4z+rd zG|hM@grrC~ow=&87^Zn9x4WoH#|b)&Xtd`MLSc%MUS`-?^NlEL!9;5ioC*oz1|q1D z7o~4Ep(}^FhcO6dmO)$no^l|Ne#A}?3G0<8g0Mz9vOIF`B4;=HAnPFGs`xke3+D>0 z*k#gcvfTP6tWuEYBg$e-El@}Su1sm@l(JZ3K4|m8n-B2ti%-(+-p}ezpEOe_p(xRn z)15$&VRcNGAuYi4ew)tZm!T)KlfM8J#tf4o!`^_c9Z0i`k%3M5`$@ob5~Q}CEtW__=( zASKhDDyF))!a_6;B1BnD97NQmA_8IxBAYNuMy#wH;MK3XlQ{+d>X(0ut(|R_4jy2T zjQGqKKhJM|;28hid*8yl-}zthOF#cV(`iVbf^_gN-~T^xcB6~Q3$AXs;>ut}bC=x7n2E!eSGUbLFPhf#aLvMS7aes&Tef#;9fA1;Up(wAsvyYqnV30+0NV)U+;om zi?IG)EKAe9PdGVhgP_H!Med<(?fvw?HN) zxtiVa=%^s^dWdl_ETJNo`zQs!+RiCKX|(e3Q(5G=GWYKb0hjC^`=sC31Qv7>oI@Er zU)NQvT?7h^aULF|$Vt*6hgbG*%MoH@1TGjzg{ z6$a!yc21GwJ1C=+_nqZ{y*YI|{UL{@6cV8|##xdSE}a`7&kR6VWHnDr%48e@D_3wy|Z&m+$!sS@9O)IA$~$u(&XX0xp~%b7`}SQ8fq@XD_Uh<|Rkx z{R(&O+&P|o`|UjR(1U#Wu1}$V>ZfP|TU%RT1rLAqAws@`ANfb`;lRPeoH=)aFW!AG zpa1eb{L(M|0xE7%Yc2dOX~v1;Vg~B?2DexG<|{dqYq_d_peD$y_ADl2NDIdxx2&fL zVc(#2f|Q!FEGcZ@34+3Ul7PqnE4Eu7=b9=rRP&m{~T7z#K$-G<`_X*$aotLOsgm(Jg%YHzL-RE3| z$fb$zlx-|Xg_Y7nojUM~6yX;$d%7~iOm2l;bm=J|N!nK7_{`Bh@m+hC8B~YoJ+lrY zE?l_4;W>EloNs;@)?#*cy3}fQT8%oVPoE|T;K;F~NUc#i!~q+d+eoR=Dxem{40~I| zVT=IsG$*PzID7gGOAGthA*5N4F@ST9PG^ok`?Eje=UR&Y{(bM}t#7-Nnt;B2H&Vg} zf9KQu`UgHVDWkjc@m-5nuGzO}N^7jO9;vVvti|OySy7M);Z-cEoS6TB+MU#d@R^}d z!XQC}mJ`RX^`G;U_>< z%}KsSOH5bMQLRpr^hxr9nyRt3-sRp09^v*IR{%8;dI#sQ6E$`$(v?_eFIykZL<3Ix zykJy^RFb4)I&HB10f4nS_HeP#f_fB!bvPlg(qWP0 z#`t_%VIZ0id9L&WPc8MK|Ms`c9)$2K3j82-2)exiI*5FEl7=M938ETWYntsgWswm? zHGDc(P>WlPl8jyn&AEA+%@)J05vmg~H#bME=AG8o#wG_39OmNr^SIKnytG6d`9kJq zy+tjI$)w_c|FvJ|p1Z$9t3A)jn{VdG(d&5ITW;qczvmUqtsLQJf8iIea3Hg*oNLj~ zHGAqdDHxVjo=eP7#Uk!vTSkl!e3C zD*q)FCB6nQh$32Z^Kf?KTRw(~!?KtCAJ{wDTp{%_sSz_cPtvQLiJL%6fY5c25lNm? z4_kBxLmqhWG^01Yj8^D%2R&|8R$o0?idQh$G~estI$OO(3IXkT7!4?lX0E-6DH4X+ zc@8Z!_-8-*Zpz&7SD$}?jrBG59k~hJ>ae=H4Y@@x@24CNz)kc$C%HR2jXI~qDh#_t zx-*mQOjI>JO_xU)-{xi~=<+l-I(-E&eleC8I7);qkj@fFixQHkv{-A&tIokrY6KNp zCoew_dt&ORY?WBd<*SG%K6dQlr~XhBMo32Egqv@D4)>phR>#+?I3!Xly4@}t7cTIM zJH8VEeCD%Xq(4s4QG=|6_FRKB$stV{4n_zkv887vg<*}I&24Ue*3I-EK1Ep==I5aa z2rC#2hP>-t@8M^E{+D>@)T4atuRq1d|G!W2YrpZEeE$#qYcBTTZLc{ty@4hxz-xBR zo>of|T$*C@99x!{vc#4pwkUkRtSdMyXDzNQq43PHn)c);YjQ?|A-!IYye!Z`gb|X$ zLFpt;`TDNX3Y=74n(14#sodW;`T;ld2NjCtBQ7T;Mo5elmBaFi>RBm3#yArq!w$KP zc;ws`tLp=Vt8z!q*AEGoBV2|cM^Jbi$Wb{qFMBk(pDhwp#3(ZqC5TWXixI=kb2MC! z8y9N);M?!umCw75l|}){8g{$^W&|R~*%Dj?F7{ih-gE*GCCJHN?zdv5ms!>MSjs0~ z_fOcSSEqT5Dyl~W(jdwaHtnN}A+Z}%cPVu@LT1~@w2RKVkaV%5E+QWhX-C|M*=1-} zHk%iGiu19C8Be=shpX>)?1slqGU=J?gv1CHKlw&}@_qk|4}IuE zbRRlL^WX~4dhYZ2p&$BQ65!*X{1n5a;Lwo;!WwL^Sq6g*1n%6%`Om+GyYK!AtLxh&SlLoSrPgy4+?Rme_^VcIS-=geO4+n5^_n zK{xhHzF>~kjWJ(+_zbrnSjM*%nGmLC^F6ynDV(f0z;YMP6Oa!wRMZ43u;U?8);YYd zNog{MI}h`+XCK96cM@p9$G-4YF0Kv;8w*(7r0i~jUhSwST=hj z)^s#N-^*3Axc#T7?Jr4cJPkf5+d&>>{i=X*PKKjv5^O?_m zfuqNc^QP~52REL8KmXKP6&YTB(k2X+Yj(}PHPcbFXR>n6O>b7`y!6f!CbOzo8R3x5 zkqo*7ID#PXI&*1C7|oNJ3>DPLF=WqX;Khf{kFWU zp3CZ)6JZgRp_XN5Z?X>eFMIN|Agop6PaR50G>nE^&EIk3cy=K?!sact2{=tM2EG0rpWc62; zW%aU~zGwQn0BbVLXh2X834(yUC@?~!YAwdSjCvShY)MK3mJiEb`J>SEO8WKZAx7`+L2~1 z*0i+4n9!Imk3 zb2RD^i=8IzR)eA_rb@?oVUQ|71|h~eN>fneL)z^YOG`_%IvsG5?x4@c<~F^-kT8gL zb8%vZAvDqBx|Zm=X3v;8A_du~OB6`z8X^j=JG{cPZ#Y4x8BvP@q_d2(ob`<@&aGZz zZF7qxElEXE1d0GKK9xB_=7+HBwx7aJk7=D(@!;q zf}kEiV9E0#Q2Ks$wo-?8+B;C|`*A6&sx*mxa%cbTZnM%{v-*qxID{+FHm4kHa^sO@ zUiQ3aadfdoGjM2^kq&yqVT5s##3%|KbG|#~Q-AXyk6zrOwS0tLR^o)7ao!UbKPfnV z3Uyl3N3)JXMb;h~n{G~0_X4gM&427{s z9aIkMO1Z5oRC8amYxehS&KYzN5JkR=@y1S%B1_1UgnAqztU)P7>0pqgbbCWal8)d`^E@`6ap!vZxQYkwMI-?mSjcYyDkGl zDS{xN7S_nJVvoZTGr6o?n&;I%`mWj4YZ56G)(M9FKAb+s7KWYPh)%14wIx9iAp);# zkr$4_MJOF1b&M^aCV244o;SYriINH>D^(fi5W>5!G9CB`swhx6LaERKoKaqQmv9%_ zo7ScYlEN~`9S=Xg#VyB|Inl0TgF1ORAW)`K(kOsv>MX>bNzPZ83g^3c%c{=H9V=?Wl8gr|M4IJW53|$`IlR1&?d?yn-tRFOW&~2>0_Ex3r9tT!GpPluuGKDK zVG?;>U1GDBo2=$}^Mr9AK{!h5h?^}ImzL>t=3ulznv4iTK^!WKDRItV%K}`9lA2nr zjtW9bHwjR#Fh(6bQNHRMvnOAsO^}0G+PlEZtq72KdaILuKq@6s0+h38>xDqAGalo0 z-c?MS9ZuT;NXRWt6%<+`h4W3{MCkLN&XN=*#yOl+NTo4KVG$J0VG(2{2oa#8UFQg3 zo%2O*U&kNqG9$0qHGAf)bYQX^b_Os`!8vSUu|dOk0aqbHXi6a{wV(v7ijXqIi7P2C ze3N!La`S}OXKKrgt!m61iULuLX@t;f*NBvc(vYP&NoH}b1lg>j6yfW3ga8!Q3NjkAKZ{lPhw4&FczwMdgo7-y&jy6TfOp}JQT`dK-kO3uj7CbPMu>Y$uMx0;}GL@^M0G0o-zvfjaF8CFgfY93+0I-gQ13((&psp#^0najURDU^_49i=IK zeHmT}BvOj`R*M7kbq*}eQS zZ#NTFiGg6Y)yz!ZUuj0;jLoes-2?Mq*?Tl|4RNHiU`jzA@MI+d3Y2ZVg!Xu!e!?7|Du)y`5bS#+vu;jJUIx zbMs&yL*(paM2Qf6B+M*J@zexjuneY)N^5k`#E`Rch7UhG<+G<(+`O@mF2?xgoTxOx z1=O%+tVL{xU~w%Pn+B89_a4F1D~E`XnF7ZOG>i(3Q6AUMFeYa@E_min_;3HKzvggn z%zyts{IC2!KYENQMog;-7Ym=(H|eSN()DYXB@QL1@Cv=YKN|eH_l^Jtl|wt5@%ZGF zv-5q%`vp}|VFI*mgKb;JyJO070@;MT%TPMU2hwnTS*2~gGOi5!|9aO?^X|X=H_!j- znoJ0NMi0dPmMpGiO!~CX^vs|>OA@UxN>EBr$a-r*dRy_K*(begYo7HCoxZWDH7Fql zmqZz5Aebamy*Q-)(q~u2DCxeb{+N`8Orwn<&kU}22i-W5^*Kh_IF~K9_`O3w8}J^T z7ZhbdXAF$T{o>sb^D$bp?g2BZyL0QEK7dPooe61iv7T}$#ZTT9CH8u zecpL+o40OG*e_wE6_pmoc}A7zD4m?SYYSeb64G-^hXk~DlmWVC#=&96-8ZM?`3kLS zsw~5I0Ubvq)rv&Oh{_YS1=Xf)1l6;wd@@!gAtorYB;o-)AXMX*_}u zpL1>hYS6s%U;LZY+!?06rEd%g5~W}6)4MHR4=!9Yf>w3Pl=`3}2uMUwM6T2Ilvxe+ z&EX(p%CKCwZunv}TJ=MJ-Va%S%GQR!ETrJ1Gh*GQyB(#`nL!zoN`$tSAM z-o{%}z>0l|avQX^cug3MM%cE)`+y697=)}GQB)PyJxAT`KbJjmC6?9>dK%&;S1S(QOy$%Ytc8`#G*b zA7F~Iz%FO#Jm=`>2GhwDU5tq)rw$pEySQS9lZEG_r&oOZ?2=EPUa)LDX1YW0^w(m@ zIIhnt_SxLmU4K*18Uod@fXkPC&ql=Tcb=t;=Q*VllH5uVonG*lvY9^H*(`4e>7=|P zx_&l7On*`vbkpI&_V(oK7dUvLw?yyK@B0^JebDRgH$ITtfVIVIhPAG*E~uVApa~&h zJG(B!uNO4>GFa$K@#}!~4Hr0p)MJQ=EP(*o^PfBG!6?d1A#TNfq4>|f{}$i5e}p^x zg#CEIC@v^;AXCseOWj#ik+FMtgDyC(<})s5m!LqIjM&*Epixcf$ncXfU30>5zboa3?Pt$W9`^^AZ2gMVOjAL$4lt<-} zQd)xR2x_x@I9%8M&U(H43;|DFSDV&ZjoJ8llbuLfXV)HP8?V{sB+ zAW-*@uYdg4L2EdRFMGUl+i~OZ!qs^B>b~$loAvltZRg95<*OdUi}p&HUJB*OxlWl0a$H|dVs*W9_W!_EB>xmz&uGfZd!L5u>O6Lm&V z28X7a?yy+ZTrHP`-pa_!APTBrx<|z0>vIab;HVTH>`ln06NrMC0z_d$#JU=>bs8d8 zBs0slW7Vw4bcSCw#9=1&Gd*XBll>lTRvq)1ZnHiIJihQRD@JqwpPtr2FvB zL(D2Zd~%YGH!ss5wRoakA)%$na=K_3)a=s*9fox`7U=a&$BPNT=8g2LUh7x9wlBR! zzFp9I?#Ae)eMicw#3RHIsa@c5+4056CBOLeF(3Tub57=t#}`XZ=Pk=F;L(YEu^|rq z^7(wb_4kjP+NeW6001BWNklURn$ERc&F3sv4P%5Z z2r($42+k)3cG0Oa;zQB}EUFP&WyHSRsf-~+*OxaPbS<;m@`IoLivMZUa_{KBi?;{qSASilhPfuf)5$S8=@3A z7m2R)?I#HC>h}3BRbr*OTqTRgV z7}$>2Ww`WOBpUxq%IIJE`uy%O43{UScE`oVMf$mCXwT#2Kr{ej(gS)*{O^VUw+&ib zY_Y}57#8BXCg_M68H(u?Wi>8D8tbUCL|gaT(K&EF`A;ch@EDwreERX{oS$FPbsauv zqV=g9rTX&Nat_NCIvX>$HUI9XPk8^wkGOU3E)zYao1c(tM{WessW%dBhwU1ibCi<` zW4olRlY!O+6cwt8pb9WKiUNq_6<8~{m=ji>5EM=45Z~eJn$TIQQYfl1ZyZf=`2m0T z{+s;h^Ch32T_nO--jiUW&|yerwBLjmXUO{hi7ExbwH9i){`v<3XKiA8_HG7)FtExp zlv1?IUVF129v}1)=-qFazu;Z12TPYyGruSsr|TV=q5NDfEW9sqZ?XwaGg! z1d3{mHU{b44A#L)q|dm2`-GBh(Ar{)KU-`PlwKfR^($IAo#MKh;4RU$bj^yQ$hmQ_ z$7EcB@6aX#ljBu}KWcVRy^|at|kzrkjn3AA!=2vr0 zW(y7u_j&itdmQhT5LVD$LNiYWn@XXoU5d#B6&!6_lNUYPGG-_#I60fMYCNAkI;HI* zm-7Zu1(&lWIxDFghtVl}5TC>l42ldz41wSRK16QazDM0To}FIsY_=e%jJ%wrK3CKI znoOcUM~O%bDY&Qn6VnGR)6bSk45+wKCM0g$IK0?%dc|w_P4N|i7S1KX09J^Wofg&@wt|fX8O0!xm zAUH&8Br9<$C+d==gHOMB!q0yBF_+7hpz@@EAtt#FtDfv(J8}Y|6rI;t3=|U@8*tt- zGLiRg?UJ|WC_9H>5v7r=qSGTnR0Q8(+lI0j;k_oRM3Fx^y<*iw=F1NBC}|7kW6sVO z6y=nz^%TVj*L6hi5a-b$AkGr{OafrMvx_!4tqYu8Etu67uZu)=w;>I(#?1>kAoZto z2&jJC*+fScEe1y(9Xh&=A%oZlt_`-}CTZiP?T1(V?i;-J!?AuDHcd^HLT4FSo@25M ztu=Plyli?Yf-)xcLEUdbX6yxQgVq*X{5fO2AP$5KVJ+Y(5$i0hmSkng-rf#`K-;z~ zmrG7h&X`ms$`nXGBB~rK8CT1OUw-@rKl%BGsG`C~p|u|CBg$my4x9*WgI!*c@ z&L)(j9qPtYRy&-ZT`?L@={iqURp?$>BNND!!XQY5Oe^v{$2vzfp5jIG#gkJWonFv- z4W{Z7qfHw31_mKte9~i$jx2TqQI!?pp+|uMo7# z@t8P_V~~1U-g|u0;8&}3oLZx^EM;E9^EUchzin)T))rg5Mu<{r(fX3d@7w|Rr7~0^ zJFL~DV}RTcqo=7?gb+|l<3hk%$80{w6cy9`8`M_#$DjQZ|M36*h|iy#k&h-glBjmn z8R(>Dzb+XWMQM65?Q9IHB(wnnbfM$w$){xXCI9O0{))-1BjU*kA_npbCppK*H_23_ z8jT?zq01e-6P}&SX>9WJs@sSQin5&Ie59&ISnC0yYZ}IdA)|Mk_L1N%!S_xTwqsS- z)J@B+J8vLG$&Y^WPs|#}I$;#I`D`j^?M~KNi4TQfnCkm9U1=iuiods`B#6> zfBrY$=lkzGUmu~dc?u4+bm8_peQg!KkKv}`rUjlTxT`E%b?|)>uKvR zK&iwO)JgFo_9DvHC1!qS?7?l&+G2~>2>DIUG<{=W-0{+NV>GsH+cq298{1}Mn~l-f zN#hL~Zfx7O(1z3=mFzy9VwJ99?owDjB+JpASEzp2)-6W^jt;tCbjkV2O%KTGep z@N)4OtP}Dbpw1WG0dx;Y#btsg$U#&W`HC(cvBMBTh`Jex5zJG9OGHF5R_3b6?7#cA zf*c5D7;SX1L6rup3(1$K$sR(MoVMBq3j+RJM<<}z82Yiw2OM_jv_g&B;pl$v$V6E) zRT>JU%UK}bfJk&=B#2Gdaz-*LE_&FKJ$r=MvbSJXbyo_VL$9p8( zGoCkR->h5o?U!ml@C}()NN9IxhqS8pH=bgf_Tn*v5+0llJIzBS4ccN6{#K>Lv&Lvh z4{A>!T-E>H9=Sx^Y^YwfLI8<~pH_EfI99NNJL83_S#xmi0(w~p{*5SMP|yUf0*&pv zG1J@>S3vXbxclc}P?xl?>;p6YU;+2Yl3JkaGbq9lIQGvb{(BPWgLHOYy%QbYp2qE` zj4Uj#q06mH251ts21>;n(3Aw85*nnLxKnXE?+VX4!B34$BRgk}2Kp|3L~tBCa|!mt z-0$N&)$)k_)9F3*FX=^F$P1>|2cbSywmB8eT_T zT(;k^th@RJe~?)H!yhQ$JVTmMi2zGiOAmU?+5>_@UIKetA8$%L9d|)%ovr2CVxe|? zVS|_)V2)5%vrE&1`!6NrY&3rNl}O252FZzfQ|I4jb|`7RAak1u<0RCT(nr_}Z`ey0 zkOJ>EeE;3XpywIBr#3A>@m+48Ot2a`3nD*0wY$Dic{&m`sL{GDkrYz)lQtagoBhn% zBoQCs)X&ZT#;a>vd!YnPvzVuz9DI;p9C*Ps_m%dRBA0$yBYK|V>->GK^}YD$eAz$y z&_c`Aq*bN~8HHEoG1? zBpbnK^0Ziv{OX#jah@a5$>tl^G04J0F@5`#6P0I}R6Y$iaSYlxhWU;=stps(E&l;G zOm=)sc4S>B^*$rl!uUPM8)((!aHD(~0a}`=-co8yekVmVvs1ibn|UK9Vj_}Z*eM7M zy8V@_dzK0LUmTCyrXL^qKqY5}c_k%YLrM+AnlE)waW2wBUcxU~CDDxL+`#x3se7v^ z8UkGbRyUHof-k!5GF2r;=t#cpwV)e9`1&f>V7$9W{NaCPS3Mx5z#HBvyiYVq0J;=? zG{Z0~AV!AgQLCpn=WY`s+8`FA6gHmZqcyVOVim|&x!_fbItZZwdS5~W`s92H_3+^js>)J*d1}dO<}cl!Z9cT z2;J7@Qh|l|1AL^c;*T;G(o$qt3~}Tc8u%7V8;0s8JMxpOH(rDwgNx7s*Gw zI_az%8~~ef@vDclQq|g*&8qp`M9fKfh=E%i7b{;iW?ukZ)&lGqYG0X#=hE zmx+3>C#S^N&W@1#-t&;>s;$)acRSH-A9J6ZhL@fOWNrMGr@pd?M88MF*}1j#bQs-8 z!dZNMXto>-$i`HqHl!3Nb#1Z+a%Of571k+FUcWoRBAc0ZYI;sxy=&JlAjztHSGI~K z>TkYjLT^;uILwr!A{w$H!I_}BsC43Daj}SHypD8Z#)-<}uj<5*)yO@QL3(exaOZM@ zJTEu5$p(M2mWhOp=1D|Lf|GET)z7 zz>6EmP%Ex4j>Qj;N!y5!Yu?7BpFsB2`HTD$!*pkam znD%e5Kf>?xB4T|xtKc8g=XoEhu5IwFfMC!5%>gF%Sh|s*_b6xuD&y#=K+X`&{+%y! z3-IlJjV@U_*{PZ*k{3)d_2;WYP|ytOR?YOPN~|=4|8`kIZQIRBFu$Yshl_ydzt|RQ zn!#lH;Yk`*C`syRI{DbVZS$HIjDbCIdDy)22R>s|A4CykXT`C(P^)iYOhJlAK9`KjjBLS8wB*@{G(Qi<-D2aZfI%b> zs(8C!q}hw8?uP^TY?bdfNH_`bV}X@2nu6--*(BZwxb$&}(-q#qasV6S$c)=VaEHMx zhkOp5ar0IJdHF}F8Eg*gOAHYD|06#$ogaGA9z*1t{%2s0>m5IHjg0+_So;-PVS{ORwV^$h_zJKmXp@f~nB<`)Yduo@bNGMlBh|)(ln(^x0-dGyde-Z}{ zbxK2Ry&bi}sV{GnXs2>vWJyV&hLDvb;6svcn~JC(LmB!Pb@2DaoCap3vL?gY0ffWz z`e=$!Qbc1RF_I!xqn~>2kc3~4lXp{G3DP6Um$ArF4>IpocoU{vkfi>KLbcPfNQU1{ zyEA5JaW-Q7u$0fso6=s1q$ZC%wQQcJN5>^ig9Ylt{J}__%NG0cp=EsY)e_?J?+UQb zEmCjcDrv6u+`HG;iFy&8`@3yC!aFx9WdfbrEN9>=W-#<2)HvJrbVqceM^Kv|lbd)( z(f@-!v7kw$)`W!R?0A&cBA{P%D?Of0LtAE&(vUHo)Jo(@xv}ckIiM&9Wz|x>)jv&C zbH);1MLHad*51KyI#S9>t3G(xy|hAsx3PgwA%Xin0iV#`nryh{R-J#{UH#4?i>!*t z(*1unmK8xnN=Qgjz%I69guaf`Nk#f!;}uCZhDFn`4jA6j-g_c=#v^;*ZL$*k{Yzy| zm;ZMQu1+`HUi-T}=dNl>usf?km@QVCS2AtR+eC-^tF}N@AF6H<;LV?D6B%bO8dbG+ z+@2ZEGk>8&Sh^g{&cvCfE8V6n5Ra*{e13r{mUDKsjQC;_?Csl3Ee5h?NlbboqF*TY zp;{msbb@1wXcZ{(L0*Y~5AClN{29awbg;_)#qYSj+lT*zV<~p17heYT`)=Q4(u!e# zY*wa#tN!-qHp8N>a^1D-t7&j~T%YN~-(n?Zz61>N-bQUh(P<1{>E(i#VdQ{8cZ=7lXdHBG;o(6Fy!Y9&EKl5JHt?$*tpx+;AX_Y%F_%VsmU>^w#1l4 zD`MSIZtXvijS8R>Q{RTj#D4F9Mw4pm*7V21ka!R>5Y$T!YPJ7V3U)y~(3SeVvvc9! z{dS1o<;+30l-H1-f-A|YIWmK>RVzX-1l0dcWKPBMt7Oj^TnOde38Ba6|LQ7M0%Bs< zyJIOp0jInN8;yGJWL@TuGPhaOU}IA-!|RrQ--H)Mw-;e(i6++1g{MY|+A)=HROCF! ziy@$jQuLxG0e=61&zr!{$XWl0_jmHgDz+q^RLQeQoUl70V$#q7Xmv0Gu&5*ybXOLK zOWTbx)pwk%Azvi~_*63JJ`X|z%Nx154tj@6#pjp^&*%LcUSc8J5i2;F)zZSuc&Bbt z3-Vpld=5Av8b5{^QEKz=Y3O$dGv>FaF0)Sw-2(maQ?vpGJ=he`sWbqE-y)3!afy;+ zlarZm5yO5@eTq)~Fa%%&euKIMDL-oVj{QotO=J04*?SDS9Xs7mCuu)ky^(z&+@vtGY-SUP%U;#vrQ%WGvR`WAr;F zse~t#5bD=>l%ULq-ykAjMR9eFE=M8u>_QPN>$FFF=}Dw+y)$U!{B~%8{0ac%(hf;7#qMHHGnRuN0b?dr{3p>?JP$XP6;yW2$%NOVF+f`7qmo;U ztgi!Y55q)KObd|fkQCR_8@&OeZtC6B*#`aIbAgJRg6kkDs?hsBTHy1RfdfShG09u~ zz>%v6MsE{|*QYN`A&<-km>wt~#RI7GV9)hK7kNr-IkB*Hc|Rqt@l$qm_bzEENbw2{ za4Z+d^J&a@DR#PXG=(o{glJIa5fCdR7u}Xn>86Wo0B@5KUlSxA{G>(;K8O|(`pL#v zvrZYc80Kyw_lm_w*PWbS5iamu7@&w65ItDS491lw*+vmP;}cf!6Xu3;6e-6xy>&^q z9GG740onh}(GvGb2}1vH{s>6-_(yEuQ_kp}whW+iaBN+YA`U+^0QXrPBox1=w5 z55J|ccm+Qg%FkM|u?~H)1&H3$Hle)gkR&&Tw5ug(JwkOzr}0VwmUl|d>(xM z`}Df&Gq~LJN$7W;+@lsg+Tc#eTKIlA24w)doH;KY3m!%)CqhxAu9_#aXZ{l<{O5(? z+ca9E*JI1;=5rH`2zpo*84J!^mPb54wI4Qc2b&UwyX_WZ88AL$DvU;7N{8Yd% z!s5d|?kcm_v+3ELoY4DsyF##&d`zGU%QqEu`JkfJ+CQjgchf;aaR9Ye7;LJ0c%DFC zS=5UYXB9$CuBit2GbM@tGKgK~_dE#q9iMffJpbUOA5q_j#vkdYZN0-4BKUAI>z5*# z8=h{Q%xiYj2`gmNpIL|!G{9~3tq^TXLRIWl*WEWp#$qv*Itz)LP#oXf1Pp>$oKzb1 zugRUt!E*tu=(W&e1hp(YYw(}$sY)`|l4|AY6JF7gXjJz#GMdVw5?ey*GD`+6LOSAx za{$`Bd$Ny9C`V3byxK2Y-M29pMV3?;!KvSzV#3-2`-DOjRrf2JjasO|vuC`llE$9; zPR-orsrYO+3ejW}K~E((Y39d(P<4Kp_WmZxVeB&Y$sdSrG0d6e?~ikNP3 zH9DK_iY#)`s^&zKb7p0e&@+*UjPYEou5HE=@0)E%T{DemF69_PQ< zGlAHDd~y;N8(c^%RyJIwSgog$8Lp$i87v1ms(GicJ?M!xQU|+Xa!>sDs9@H6fCf_K z>-y7t15Mn_vqL-ylL4Fas0lM>bw@*z1xjW!2K;RvU6trJ<-=Nd!M~!Z$or+xiF3z2 zyvQz;X7KlN4w+Ywbl7NeKF(&6?O-$AN>(gR8m~k>*Q{%?oY< z)1f}+&jKG>nrxaY@AREL>Knec;&XC0qiXubbIZ;pz5 zii2jb`r>)_UotiOSVVrVYYPGov$Zm>)buZfqf~R*)_?CkFs-7tF^q=f)fWXc(?j(L z@d;B{0`1BeB`&(|mn%KsWr#*O`t{e*fG+uQwvHBg$|7MiFJ#?15K7Bc9SS&+iKBp2 z1V#Y?Dn7Unv{-YAj7hEIezAZSWh@QN@Nyg3)bPLI{7>|Mo`F-11}ci4i%L(hh17n} z(^JMPnQRp(4XoS1tFaIh@s+Q&3F_Jq8VQ6Vn1zRLU=~&BGgh&BjJ*8*Ltf4OA^hB4 zR})agetx5Boqxl?U2<`PO9Ijw>6>W;4({L<`5qCda_~hJy?F5(LERa`km z%07_V!vNk)t}wO8fI*oQs`{$|5?T;Ckcooh@)K4(oK%L{1d=A?7+!qPaw^Z+#rbEJ z_D~9|J@;}EjhM`-A1ej8ezP%fcqk~P#0gc58}hooVe6tbG#pg z*Od;_5lv_a2+T9V;rjZ6@rO_cWM?Rom`>26OtV?Hxb^h$QSwad&OL zzv8r4T6jr$i6D=Jqk)){ehr^cpilT8qGI|=21{L>N`elL!IU!Uucn%skhe$J3Q&~8 zoVZyg3lLiC?sX;t{I&DkIY9i(9}vU%F;K{<0>@QK1gQh96ZSpW5pN`HLF7v&IkxD5 zmR*MMUfAj0PV`D}#uueef$IF?!kHzj(a#6GrTBsmZwmk?L0Nza;HbICqeqlem!0=W z^gU%*5tUpjVYnC;ehJF{{AXX(+xR6?E>OWeFkc)kR04J}NeM@t3x25FqR=PzYD{T+ zD|uewBktrnIoBqG(GSoe&;33AJvP|Fd$4@k@3Zsjru-vSsg_}4R-Cw;4Llr6z{&un zc=H(E0ET!2rkcc#CZd}8{7wf)+_pL+PxXB~yBxzR^#{`|21o54=me@sGVTwqWIF3; zsJ_4^Cj-{^Ni4)4Y@s;?K2IkmnQh4Ho4g}|^jFDsVgIXq!f0evNMugm-N0^9>6nl8 z>4Z<-ffR##_GHxC*Y+uw)$Wg{I%+4`uV;1HfotoZRl%F3f}rnfz6Sw$Z-esRX=l)V zJJB#1HA;C`r@Zds{4a?J)qwsAo%+r`-hEAD@;@xt5ACHd`1H$A_QMP!O6*WEBSWYX z(_qGJB35zl`lR!3>OKdJX50{4C?Bj7H|ZEq8H&(zG}<^LC>4QWIB(~2iw6ok^sX`KEa6Ai zh8xQU;68RBP@Mis{U&gwg?!;w4J?*vZyRL??_OW+VSbNic29t5#M(--DRBET-pR6O zzb_ZUf$-AR-FxWd1xixqw`$(Kf5}5Pgi5=cP%-Vr3GLt{tlw~xbpGAb=kC?C$WrtC z9p*-5e=CxsU|$j+l~Bq5?E-{{X@t*)1P44*h zMwsnp(X&uZWP2m?jj?*i&;D(rYwO_I+r8&_F*-pzVh>&szuNli!AV97@gNro^m0-U zrwO(qoxKCT1CYCgw4(ho0{X)Vn;BU7 zGl3!{?AI=HUlac%j{whZ%^qqi z-Bf%}5lYN5^aUa-R(bVbO0AO7T#k&VSr@=_OzSj^x zZ=a=%Tlw;XE5N#YO#T(m_p~D#DDNEDLKb|=j&r83>Ym_F9K(S_s2nNLoMi0U3x%OB-%seP^_<2G zm{2UmbN{Mj7vLy8RdMo0E}XeD=&!r1uw%Wy5jxuT7iE_v#E=MV#geCs%TSyPc0-;R zC?i$$jr>B=)jU_W((tm*D76!#8F1BpP+V=VAn`hDj?=h#wy8Z!-;9HRe6?Y+i7OGn~ba3~>d zK^lW`{r>R@9x4-*4Tg_MmmSz6P7;nPI;Y~2Tdet><$nL76&>qOe7wtPXk`&dZ(oXs zyZl{4k&+4^6AB=vktynAu~nw|$fedSmBbK8QTG9K-nwgN=xC~0F1aoxrcSlUYyOM0 zDmB9usjvoW?0n06mos2b@gD8E0^}|1w`8;NO#%G8Q=Is|PzX^!{Wx|vcfdT6hu2pa zSD3?8?5sPX`Zx)GIGQ*TO>@y#+j@H}>^e)#xEXQ*j02HMZgVn3;ZOCFy#bKF6T1cQ zOl97eNFZ}JEl6pK&{DY)&7@-P@~ntrF1UXGq{e(4 zr;(EU;lQy=I1tno{fM|!4JCUpA~G6EBFU@6pr9Wr6yxRk|N*ic8#>R z$r0YMTPO^c%8IRj+>n!wg6ztS+dLi$=z$wW6C>f`giMezR>wS7psTC|{LyaIX4GNO zl%=Zt^;O=)eS!1nbK9%`tZFXrDxsZB>Q=bH5a>rF5W&e_Qq!tRXjc7Fz;7g@jvjhh zo{FWq=+~SPi(b0aW?1 zfa$dn*x*e84i2$Y4hCK438eSzW=WI2Ij(|m{pdxB<}1Gn zv1NbSWa7%ZM9)6iiCs-_IssHGsz(tNffVeR$XDyeLPjp$0YeM7Ier3SBXtl$4f*Y= zGy-%|9@3Q3b8yo9Pz+cyf)Nf?RzP7c`rwI$aRv9)rK9CJgIHdS~cqOpp}%q?hK#0xRq&vCRcC3R-PM(h?EPYJ9- zCS7d!Vc+kyExE0UcjO^-wJl}aRbYR17|w90js7Lk`Eg`}!IyTdFz^!T6@eIXDn@K* z=4yiP!K3Xu;9iQU63M1-FsV$}U!J`Dpo{o=uuwE| zKej&aBkvPKk9>e9)P)zI;!CXonaZwJkHAm#O=k9Q(7x=c`OOtYrw$4&(c?31@p%EG z&2BVM;VuaFY}MhUJJmM3J+mV`6WSYE#gpJ7d`A7ak1hj1dvo-828?Z$diwQ{=1ykU zoVKC=Gn)&}IoJ8CtL_1w37H(%s^oiF%`SiKsriHquL=A6`?sXM&-tF;z@(^#= zE8-%xptZ^K#|r@!SqZ}sPRJ}S6Qq7*c^6qSgRo06>+I0HVQ9`HW3AGb9bG^D@TTu2~y0h**yeXUL|c^D03F*j@{V>_&DM1Z~>A@P5n(t zWHSM$6La9u#Xw7m_SM0RMHRcKXZ@Pk$#01+C0d$F6{BV?(l$L3&0DF1FP2y9QzV{TpOw!s1jM zM>{#Pl}ob!?^@A}X_MoPfI0$443s2R`_nd&BhWb;=nQHb$<*YXS%|Gd<$~u%MsD}M zqZ0lHntItTp1Rglu9QjjCSg2&Z|%Rnbrb1&_#J&He!S*(s=GbMd>_Jtx6aD! zU0H$44EA&&WG4hlHZ#`h09eL@W{3 z5Ge@N_Ml=E0<#%qTpVoN-zxK@yT0V38L6CxtHjKof^_;80T`Hd~eOEOZBy*__R z_et&5eo)9NETESs`o4eArY*HvkrDj?eB)DS0Hc61*({5KjG}lF1zguQR%Ks`rDOZp zIGTB=>$7Dyr3rH^hFu{~4HL8P&%C0z=>EzJRGHS>`Z_VYD%8GOwHrg1xiw+uuxFc_ zQ@0&Y7Pr8c`>yZ~q#hRyAQyv)YvP&IXg!ai_@FJi4#ZZF^0v~6FmK?mH?W&g8XQDXVEK}^)&wviR$1YVpB1vb){bT$vO z-RS_yCGTb?+#~WwPpR0dWQ!GGefd8;{5b3xOLpC(=k2Uk`LA?0W?h4(?Q!(t4z=hz0hblyrr3PA)tV9Jtzk53Dx%@x8Z%wKOp^q0*Ab=PC+ZBg>V1 z?0Kz6pyZ`*>iO93hvB)hIb~Bzp9iD2j#EQ5uO5fKwsJA+Z`J|*N(h%)>N0CT=^hY=o-%GZ?%#;H0~t>v&)#P@F~?L z8hNXp7~Y_`5W&(ZCM#iYc#Hdor{9BKt2m~OnruqBa9KFzrCqvmH~@4=Vt-v%|x-2tZ74U@hOrM zO=D%5d3`daz7$lwHHAc}u)sDv;A zE83zc^}{yDI|(Py!YDQhiQrrNejDXZgEpg^E3X-=NkVUS8EN0e2+6TR&qNHrCzOnc3##m z=DW{8kbt1zhTsKV2BU3L>UZpKPg3I%ZQuG*&sz>0%4|dTs3#~=D40axVNjiSA!pUs zH!i(AfCv9x^lF*)m`-~SIxGw%tC9TP&p8AAAET#w{3gfF7+Zle2e67Hl$}eJEYYTH zg>6TcxM?xM1kiTK5K~Cp0zke!&mOPwO0WsNMsrPjaRW&-1x=+lQSX<-_zcI|6?eF| zZ_v6jwtc~$2`XVS_+b+rUl6JuUhEv5kAMV0-I*j3h0|nlPV?_erNvyT?$o}_jd1?qJASxfLa8B`29xf%0?NAJ&JutEg1z`Ti()d8WZ`pQX?qp8!8lfaK;Ex&SW71 zTz9`_$`qC!%rvwpxdc1>`-uace~|a=8GYPB83_c2Sdg|@mh2kev~qje-C96*aWv}LA3SUA^6`~+1dGewHPPu*8^!_1GQAsR$y^<_nZq6+V~WKp(}maX zzEmywJy=9&;#W5HUOvQ^Kx8lQ;*oa-h=|8kGqrz|?hy+I4jCD(qbw%i2n7XW&Fa=~ zUlBcp;p|;ym0DX>jq5Z4G$dDzAypb_>_ zf@xZ!6sQ%-2SEX>tapDYYptInDQ7I*pSED3iKKAnJ23sw2zg?a((P08-{VQDcJRU1 zklW{29B!Vkgrq3KS|=Fz+YD1|kg~-rs10u+N9UpPixe-kB-CzLhF!Tjua_gSv2)gv zJsCdq7tVy5jmG}N8g`Db&$wfrp_8lc(ApZmOPN)uxZKDfCCvA)C&N_0sQsdHX)v5= zVf5r~weu9zu{HDmVaH`StlDMGJEf4$3La&}lr;qzJTI&b%Sz}27rJ0t?${=exdgnX zkzEN;RELF)z-VY8(;FP?!~Z}k-R>illasD1qu8%W(`TA4}r3x)yN zAvhZv&lsKjO5)r9w3r*^K=3 zk@N4{Zo{77W$FZQaS^E*8CbJBPP5RQG*U}q5j1)U1awkcz#R0slX&W{t@l&f+3J_C z|5|szn&@cg1f|Z6DK(;Ysn)^6k0kK~ZM|>{O>I{xq(7bj7-yJ=oGb-b#V9iXDHBUL zaWO;cNFN=~XJ|$+sX-EnNwLv-s>UBy{s%MpUfM2w?{-_2=yHfiEsxB-(I z7}ixE)b{{795!NSp+%TdzQ3)o*i_$hRo=PzT@~os-ZE4A&tn;#Zl{)q>|d0YE-IQD z&d}Gy4{NdU;t*!hg6mWC06gSNKMlz-(|ngOA53uGYDzcr+OM{FN}Tl9d>8$XXVrSG^U;0MJ_ykVvCZ`LtHmmq z#Lt2WN~& z58(?drjM)Ft=v;Dw+o0sNoAbPuCN8bUbAtZ5;W`Y1|(4xvJmx5FT|k*JFrTuS75$U z_A2I_|BZD_@PR_pW)S3S;S>F7N3hwnXFXl933Wvyy1582P|l`wMHgMCosB_z_x3co z`76ToJpa>-vGep>N-JEzX)G=A+LQK&!{tUYQ2hLE!t~2 zq?Mula=X93i%WDbYyMPQR|`KtwC5A{YR?AwK3x^#4sX9ECZPXKe$tQoj-sgy(dt+b zoa+1dh97VjF*SW*`?Z9;tjyMcCZ_R56JLVxE<#5;hB|!QD070T&dzJ8dRo>qjMBx* zwTL5T*kcu*F64-FhcUc~u^W^Ql5vaYVLT#dJqH4j3-w`w|VjX%*n@*1?%!6O z;k5<#v|1Y6h6C%Pcthf1FcdNTj2H=Ang|QyTSP0t%a*W9B1Vg&eK1`J?)Z8OYV_ySoD|4H%nTr1pBt#EA(0kT>lQ2 zlvdVqxr>l|9Xtt{w;WbHKnqSupu!!qeP8F)=fxScIld2emhP+aFJ^6X2XwhPNOk|| zLe@m{UY8*XwB$s}X=J(4Xc;}SdNQpt6s?Bj*&O)}mN$v5MkBKBw}^92HpY{Av+>mM zDDwOaf}^Nk%!z6$T&1x#5mG3K`tx8wp1s!_-d2cpBD6OSuhTl4jT15nyB=Xds<}06 zxFgx<))G<5AC=Q`{*8-P!<3TYXuageC&2zUW&$y%Ph;>EaBGzA4&KC%+Z;=7LZzPW zgNN)^zlU8$?l*Y(qLfNUBaEUUVk|8NX< zUHi)B_2C3Q6S4iX(P!$igCj2i63;vI<)ffyCj>A4#9*aN_to!@A4L@r1I~z~UW6yN z{|GcFbLPvV;cCUiWI)I0&1qz$3WAzyjMeK()|vaOXf@h=gJMoUbLPyhIO4fgIJMaD zLbu5xKyIxi1{x$^43#D;UpeIzSGjS%S#gZIDqL80d%|G&&e7rd&|@k_VZ+X>yFN()D3xgU~O6Mb5>ki23qhncv8JX7ww4;x+xO6Jkw#s+&Ji zjjERGvYV8I5^ePK&1A5BZ|$ta+~&qjRQ=a^>DAi%>iL^(vu3;wCisI**g$;T$8b?>3g@2ySUK$jbos%XdO(wwvT_Mb@o;7VMU*B6tFN@X-BKzZ0rxYI3Bmju<-5&tQ-Ig6jEcRni$uH^gV^@MereSD28bG8989 zUaVZWV-jY??&zuIG@W=XzxPWtpe1!5C+_aKOPZTk*#!-n#&3g=3+1txG|@U zF3W#$(wR_&W=aZ%KW#2oTM3b~V28Tc!q`S%|>FotMumtS4nrceBfD}e9Sdrlb;3RF z1O(~gJQ|Nk9i5XXCd71=iIdOM6rhrpg%du$b<5tba7?R};U);YuTE&T!hbC5dYE zRtxT19an(52W`b$-uaEdIMmY%y`bDtppKD=g3S~%%Sj1Z4%1IN_1SeQ3VL8E32 z52f-f75R6E6NW}59YRy5r*fYAZzeTWzY8j21|>r#QfO3SfvOQtI+MUY36hgijf|1; zL==i$X$zH}y5A1xh3553L`N_qoYXwL(Dc~jgJ(Jt&Bp8Y&B)mkr>(nv@4|lD;S3O0 zE!U!u=tD-^YTxL4^7jTjrg7?(Nd@dGpnvoRmyaU4_1o9ImGLgBl}5WAr4+VxCh1D? ze08*q5z}qJvZobk%@=gW*k5jiY^quW*rmd7RfUTHj`lBNm@!Q6Kd0dF0=8OdGb{BjI z@OLl4NzE-qgjWU0+~vA{tyAlL|}j^Y#sgl?xBMO6UQ6gOtY~JT{wEnDi9tSNeXN8RYrZB0oa% z8jgmB)Tg_kJ!T!%@CvW?EKvmBS!h%c80NUr%5pi#rEq1*QZoNa;y9zxl}89li|(7v zLF!~AZNK{mcY^T4(e%-+6e{W(TK2mM%ssH#+6UB%1Td+r-*1MOSU6cTc9M(R zndvgqI4GrB^325WQd6Nh%zu5Ww$)s8YB5YwIBsI2_>G@RN}aGNhcQx6Tr$gS0|;Gi zn`O3raj_<45k^^wCAjC&@DY2dohWXfh4Jk1yy_h4^T+;gfj(>;%d@%EWVTB!%-$%O zh*za4V>i8=6q43s85*tsN4ciHGOSYaG)=y>3~v#L4i+8tW2suYk!~srd%@l#P}h%en;oTZnD8BBGAtK zjztt_U3Nc87m2f`y-Z6t#otKcd~@9cG6PdTCzu;c{4}3*jsAxsPi}}e`A6wR z3W%dsD-G1_nWE0VSI6ylTSnG)pS}@A;WJbpSAck@D`Kb{&o`|9bpx&qn{H%*XKQ4? zoma24rBUMHyHbvvUzeu}iO>95;L&N^W37a*pHt*}BN(A`n#mNB(lHOOJ1KABnG`c- zbIwpJO-R}9f#{*$9SJBnx#yU$gFj?7Vq|MsF?z%p4aubMHk8xP_5tAHq#G5y?Gida z45QUezlRx9`tz8X%3L0^Dj?klJ^R(84Ad15jDRk>PDuvfS1X6AUBob#e@o=E`RDW8 z6N={>jOP2K-UL@vlX?l`g5lVWhCtK953;}~9|8(rpmM*94kRlY1U9tuJY{*0aV;NJHzcRW2*ipvSER1NL==Wc?7bV{l-U=jd3utp^$*xO|l(*rr3XhVN;urS6NDBgS0S}4B6;he$CVV zpI3--c$z9#4J9d1Ly}+M&E<7&5C*=SLaA(@{N~2_?AB$M*>1sp&GGhaJs87wY&%PH zy!5GU_1!)FTU?DkxD=V}!W-4Q{hl-vdvCF*Bt{k+f9UeMYFa4p&yMF5i1IsHECYr} zxC30EMoYY6?paoELZ+haj~+5BN(k!wsJVy~2SG8BE2t&@@;$7ch1`;wBW3$U0Mk)` z=*XT_o5@`=d+LZSp?N%^b%X!V6^BVj3qg^o{Rs|qcq$$n`z7qXu(N-fgwAVOnKXhx zBFeYP2`&nuSY2L;cbeX9yhko|qohc0B63U`8;nNnhsxTOLR3N|bZzD8%j=vKa>BK~%BiygGR{(19*< zgL*U~*!#2s&sH~^z0UgJ+~U|mhSX1~2GLAK0zws+)gqXREm&LRi`10XoLI|f+oB6e z<9Kf7ly+PKXRjB;+RVd6lX0-B5XwqEkLs}I?q{#*$qe!@VwT{jr49{({G4pprXW9f zLv^lrx#5XBbAs5OMLmp`MwGd&NdM!Ad-|)At|@pes>gx9`R42y)sTOr3@n1Cjff81EP3H$rJC$S95y(pV2Xu8Twc)fUWgmfyd=E{ z?%a)JL4}a!d2W&6%S`tgzM`2cXx(bqF{4M z>L=aQZMCE-ZB)~JCnxM@wx zIhM(o0A0S0sN%4j<{aJB`?L=hL&+cGzJ#E}5)(Q1*b1V#y{jX97iZIB#V#<9cR2We zYioPUsKpR;`=GjB@HL0g&Q$7k>Ub6Kcfzqw>SeDZCBPt&jlx1G8As4uH~XM1w&c7B zRe6y*#i(CdgqVgn5f1^9-{VSIPMy|(v0W`uLrK|F3L=6m7@7He3J^q(>Sukn0|vW*s3LS+urL~N-w?(6v_*-w$8V4kkQx*mwr)71o>4A0MI=pp857K> zL#x`orLgA_O-ug+u&L-!IZ~Wgq`3K}_kusJh4;5^B1(@W64r2~D|2x6MsFId`PrXB zqsEC)OkZUMF81G5zmA&5k6m#mtyyHghNR=hQITYTa&;?bC+rwyjDUb(>||&K#HM2| znZw!}FfcZ8Yb>EhBf?@@ln&CAMx*BE>tUW3yh^H$fU8imG2EH_Ra^mpc7q33v^h5&?{tGEghk%8ly}*=Fg?C9wDby6P?w`nvrJvF!4tDgr zDiTZX1KNHtVPyPIbImBIpio@i1g1wDU9u!o^<;I+%ZmeH+LHm2P1tekRQH^K^I((( zF?>>t7^*BH`FD{>DMn2Dxq55-UmfFTbVvj?e;*!uO}6HcVN_4ynu#!uoL-$bY=P6U z(uw9q2}lHD5-T1NrujNI(r#eUSMsn)k-}ID|1XLUb?}MaiWp_SpFbrQ(ps?KV};EL zY5v%KjL~E$BDzrw^3e6HQ6O=ecI$_p7?d<*EZ}CbgsBcF68)q*ruFbSSfc_^6>=H} zM_P$0ih$tW{<_Lgr{C}2&QI*4;KFU922$#2+KQ%vwrN;5HEmN-S8;l-i!qFKZdh+x zy20(4G!4X9odhvDeLl1M5ylUAG6^0BUIKmA@*Yw8k6KQZhy^)?IxRVa0v3>IxlCAt8?Cm5T!v&1wHYm|$Z z`jr(&lZo5`(<5O|&A?*sB`omhYN{a>izu&I^$bJDr=L8fibh*S>M9U}Ku!}GrIfG` zX{*TP*@mId47XeQ!KY#esfy^GqjO4G9|9rzRBcsnLLS#J+CXV(GIo>!jiL01A#Ubd z8k@&v>TCWOFH1`Wm- zkEA1^oN!Z#s0=lu&jK>auuDBF^A2Gh$w((x3;$iGRNDK9E5=wNwmhW-bIv}Yc<5L) zEls7=RYefDpVC}h3q?qMf*Pu-X0u+i-4BG@9q53Cqcs(b4jo0ACwPw;LN+P&s(jk- zg%O&n*bbI8i>CtB156J601{Cd1swSpWqt1pp8r@Zq_tqdM~k`eVn$e#Jrza$6=uz& zBVkqLvF~L=|DTRA(mGBf4#ZfyVZB5sqdwfOFk?x`mPrXz>?De?(Y*o)u}mKxQ-_n) zQb{3-eJ5#+1U0X1jZv3~xJTkWZH}1{#itKzRUyF#Ci-;dI0d{hMsJszBCS%t8{bC) z{opDo=E(&XG>$9Z2`*01-a@(-YT1S_>9@%$N%It_&1Q z1QKzYuOVa!Gb^ca&>_d$hi)(?mqCN!Wb&|!9?VG#AG6{LK*1DLgQo$DI3k2&MCtrB zzINsUKeuf%JN9mWhY%yB#4rpKQ61OmzLVZ>6}>NgN_Bdll|&y^FR^wJOo{s3@VBAM zPO`q*nJB|N)z|gi(RONd_%H#9AV$`4Fe7Ew)^SLsA`D51(XF!H5nhNq$Y;Nh)`A5e zGuj5WTSy(%S<6M;GIRso_7+V&XJ;4O-0nGh@+lf4``6#V`4#c;75UYR2S0zP_ev*2VC)_c~TikOrb=lnkNqNTtZ!9af^Q$i5qSIR+^%($eV^!QZOs4c;ma*yCrrR{R%=>y% zQZ)DF$b?xmJ2qYav{*=M!Gez&LxN@nRY3baheJmr15ef!RS3ig7tMy%MN1zlzB)AI z-3__#VHn_i_0W3&P+Z$fT5C3s%2bLv(4#9enap#|Vriy!>n$s84x?KI0sBKwUDq^q$9mOZp~j+m-D!VdwLV9QZ1)GQ@AhnW zhvL)`O3Je?kz+|&YW6;>(i}WSSAzI#FCdFxL=sA|d!EWvW<~lx)i%GYrD1HM|7lZ% z3u!G_@G)b5pn7ykgV0^S#nO(apPcjCPam;aRebWvW7eBXv{}>B@bdP+|N7@I`118N zn@=Bed-L|8_W(-d15Q{nBN;8C46~}7luJr$bT<~S>)EU^*zB0*OPV=)3i{?I>M`>n zpCx+AIiC=g_c@h%(|gm0ft$M>Nhx9nVbiv>u_g^2DQBvBMYr#Gd$Z-u?T+o?K(7L! zA`mf&zFr{X^{SLTeVI#&*PTB6IjTk~FHnTUDEa3&4~%1<)_uFB(c93E!^8CGEu^(z z!N-iT&Y}s)1CQ4=fBwU-`STxs!KMPuiL>(+w}X-*JUV~O%V*E{;`7&Jnat%Lb{}RU z3U$4@M@U|Zaq$F&jMPOHW~Fb-DsK)}7hh;D-sv;Z#E5ylZ2ZY3bvRE6ocHb*gsNP=^|Zo^3a9eYfNF^&NNnj=?};gGgksKprx=>~}6BRK~HO7REj^ zuj8p$5nq6s&j`x`IRH8~S9{0S{o35OVyS5@Sg_zHMcZIG(RX_ql+PYN;!nT)gx`I7 zK^S%%?sin^j=S3(O?$!F%B?<25jN-;vLR`jaeZ1;tH z;OuPeR!%u{eY@puyW?)((Pao#i&Txz(@IL0k_#)wqhZDMBe=k3=sQe(KXM`GT!?ET zEi)I7mMBy8NLW(TrSk~up|OzGf(0Kj;(Cpx4(&V6*A1UNzTk3Q5&JE}-5Z`>Y)Gjm z*NU~us)0ZM{uf-o`2+v_)i*rveO$#u;;0mK(z2xFQdY4NWx1J?nV}&tXeQ~5 zNMoZ;INVj{2A=6%0#6oyOQo5n1SNERq2y5498I=K7l2oQiOft=DsdWm!b|V^7rh*iyT53PFYC3G*^#alM)~Hvwa^H z(ps?KBS-EB+5k_k9`V_eN3=oF!ybk${jIx=2dNqEGH>?->-L=AeRjoPzkWsdS!4(0 zXih(C(y z#oDVws&s>qhEb`P31xH$!C7cf^ARGYW;NE8#wgP8(K4pl`?l0;TH^#|Ri7?0+D|D( zm|>L0tuf_mr>Vaa*Z+sbLRt$Je8kA9gWM6?$fL)XTwFb(t|QSp)~lAv5*7oOXJ_0E z!t33R%d1cL|Az z!RQfKl!z%iVHD)-(alI)O;z7}-7y+7|G{FJ0_TvhGHO>QBUd6U%&*z3TcnO-R(U9 zD)MtBATbbPMX*5b5?HZ{vf?L*HwZgP33=QvQ=bK9Mjqwr=^o=q$t{j9@oFQJo)Xk_ zyEtMjSg_zHMBd-J*BUr==KM8hs;5ZBn@?l7}bdY;K3lH zH=tlvd!!|Pf(~XLZInnMlL-hW)f58-ul9IcQc`4U8Oula_7NjtIRYj=rsaL1#^?uV z5~oSfz;w*qon9bB1S8wbVZNyN6eGtXDA6%Ovy$TU{c|Pc7$C_MC>dpRr$QDdvtbmG zSSeZ=-_O-znwd4;a(ep{VW&zVYMR+MCa&n@nSL>7g%M(c^B4sp;7GVkA@H`aJyW!@%qw9sr zBoE|RvwGNhXdi-wv=%J*m|+I1HQ2!J`Yq31!s}mr#?y;SR;-X(uyswnzQn4AH@n2$ z>n(qI{+iEUydwY1P9Y;fG1ip|X{qTk5-D~}V~g2b{Ws)78U{(#MGdoH>XfkDMdLnQ z&F5K74(xIyRV{>Jg>UCnPW<@qzA_zQx|L$FU6@= zH3~$2KGz)I8$Yja+=2xQep(CzSOc+wSfjB;s|~VwOkG7{5Ue|JkcQW{TmI?azT&HI zu6gn1mM_10L45k_hu(t;bAn==8D+&0LxLOJsvs6nHN-$g(IR_K>1f+DPVoJ<2ulg$ z^r?GwtWm~zI$U!itQluyQ6y&{9a6R-cu*^qr!X~hYzWRwq~_0#pm`#)k*vmuD>Dj0 zocNfC>+c&2X)RdrF=MqV?(G3$%We?<^5PAF$fl}TH5J#lTlx%Ne{;h>ef|a4T_&_^ zxcG!D51d}Qm!6!`fwL&dWMG^bX86MoD;JaxWUu={7jQjFXFH_V*H@jp7b} zytt{C)SarJIg6jD&hq+(ikdl*6EfwPFP_j~ z^tBi9+V}>6s4p&P&(D$b1`8GYWN>#2Z3Xu8J@ZWsy>c|f zmGN=BPUKSXSq)4gAV_J-9V4gdJtvZKH;FM#=+5h>5tq-%5^r$E`=z|bB*pL02T8gY zU{Mc_DniW3a*WW-?U-b?4xQD+vQzXVYahjdFzX?^Pg;M6SV(KZf{z)89UxFS`D7EM z-e9J503lF4J|~GV^yb3@!O3pD27Tbk#b&;CpzAsghl;u>X}O#URUldB`sNx%xH@~p ze!r)?*|OPe=<|R{8A&4Xs1&5QNtB2Oxm&khMY19J#)?C%+q9DO37aQgU65jedD zTy{P=M!fI+Mzvr#A(62*bzgEmkJ18jB04@U?|J@wP49dB|0n!ED0YDJr>2ko00000 LNkvXXu0mjfJSYPx literal 0 HcmV?d00001 diff --git a/lag/report/TCCF_fausnaugh.pdf b/lag/report/TCCF_fausnaugh.pdf new file mode 100644 index 0000000000000000000000000000000000000000..f39bcdffacaaf97283319bfe98799712b15a5b77 GIT binary patch literal 222308 zcmeGEWmuK%);@}(7>_8Rq?8~CNJ}@UNKORl?(XgqgYIrrxEO zAV9$)ZDeiYXiC8WPsw9YP*AXlnOQm-*~3puJx8NwMg}&9Mi@du7!Hp1MtW8lt|<(2 z7>W<)*j_y1VjpIgf5ck;;>T4s{2+P!Cj9LhjM`iHw_e_UwoLq6?csw(`z2c9hna*7 zzf}_GYvvrTUcQgEnuPTd!^qn3pX8t~L33JxwFW^OhL zb}nvaHVUmj9}%&!c7)G3P@q=$@8uM?w{f!lj}iZUlRwY?YZ3}@YkNIw2V2w)4cz|q zv?PV2z0;qepk^up?|NqBY-V62Fa8wumVc%wZ{%R(WN%>PK!I8=`Tv+2YPP6l{EuDc z`JZ9^pLQ8_o4<$m&$|7YlY*1JwKox4Ku2PevgDk>BoN-6!N()Npf?sDf{y1Nfw;w7#4s<{(jwAX4L2VTQiYQZ?h zkHcU-()4}&7h1dK9h?7u3qnop9}D7n^sn7T4dd@6_%rbTrxwIZ!Hb&L|F$61Q~y89 z%!)FP|L#ryH|s2E^)CxlF*5|$WaZ^#|1*3EBQq0IFi1}JM}Phnv9YwVSFqJH0IU69 zrokc!W@v9~gYw}2F(Q_yW{wUojO;~htZZ$pQI^f~zx;Z2^13VD;PK(s^VheZZb)p9 z<-N+4P;ys#(R}lvYB2@nT}8Yrib>i@j-nACB;qMWC7xmapf4Lq+b3m;cNxg6_kI587p2 z$9pTG*;);rwR@7UUcYuadhug8mEUD-3__qL|6p?Xl`!)otnXL^VY43 zhPa@9>~h>RUWade4-VER9kz39sl)FHerymG@IF=DApMD^r>Ez!zp8h!@UXYHcZfUX z@X!_Ma0Ly`mh8rj8y3UGsRC~HT}hmn3yw>DMuYiE*Rk($6shQZa+H)lX(80XqgRyR zmz@0M)OdcpGFYJE5S7ACO-no7;N=1LyEqBfCOuOPUMFE>{K|!@y_FU! zYtqjWoSUR#=@V%d78aBr#vb~+v-+H$#>&rk#`ip&YHg)uX72vBG50-@9WEsAKv0f< zb9;ZE;G$TyZ1y_2=OgohTt7^bpbMnOL9w8YxBFzhTe&vUoih5qh~M2a%IxO#4?2zB zlrTsV{>!!(WIPd zV2RwDKr8W8x4sEaUH-C9X*_nb(Xv9U$4xC*Cg-O|vrPS8ePa?59uDcW(K^N!K7BV86c`9E_|!SC&1tYSo_-9~X|icNqha5IW!TxN zv-{=eDagz$^FXc6*{ZUpFAFiwBP&kCW*DIUDa$WXUP>yc-sJu{gAUlFoajj`g9;y& z)`)arv8>=;OqNa+Ea}+Z>1%AEQoAZ}sQ74sg9(Sgz`(F>K8qVzSj7rCVf(@Pnzh@7 zYUPI0EVG|!_ph1bnhxalmKn6}%8U*U6ltiOoRJHAPkg)4c($*>+ukoL{G4A>{Eq+R z_I#&>Pb9rk{`X{VSxYPi<-*(I+-tZ>`r}&%2gCeEnO|RCLLcbiwwry1?6)J!kx8Z3 zs48^+nx|Htz2?CV0mksLz5TXD3DWp5NBI1Zs_VwQT3L1VfsW7F{2PJD&ir~6i#f&dY8w~F4zuY8;0ElRUsD!-g$oazQ-VeGH841Hg8eFQxVyW9pFS;7jMOfv z-wrxn6AQWf-i43ZXy&u;7^ca_6w=)ULetDK4h{~iNroV%$9nBzp)4h{t$=)yMs+u@ zBqa%*)~5>fcuTV;rd;DbzkzPt@84FZ8+BSBB((Mw&d$za5Hd6BU%q^KAXw0ScXMyA zav;Kml#32Y??sgf=REl-)YlL7FCQoSlU&bp9LiiQVwZhdtKbqZMzc_ z6CpwP>i6&8|5y+Qb2Zl?j5jm*7V6L{OGlkaXHN9Wg}FmJ!#X~b`@F$L zs?zcW%1o`)$ysLP*4tZKtm8j7-`v1elny24)NHV;V_zF76Y+Rz|Fh|;Ms`q02p+%N zoeRh&M$Ue`p;Z^GcCMV`B<=5>yjGNk(2zQDLcq2P_7WeSHP@Y*Y$8uupiymYo{viV2IN4|%7g}6Q^N^9=9yLklWgcZLvitRIIe2-bEMqhQvZc9;BfrbKqkR-JBP8LI zN$ZK4-ncxWi&F;?^F~?bQMvkt3a!Z9rT$h+=@%~|_EnO>W}~B@`K?XXxg75NbL=sLUwNL+2OBnWlE#x-yB~I7gEsBh+#cZdjIq-$7`RHwQ2|^Jogz?DXWNC zSXe~NSuQPhr?O+J*1MLeGqn^8QBpR2BdIa0;K|Ffq2aF3Xw6Vm7%UU$%fNy1gB({R4n6Lr;RDC zx1r?1QysT*q!T}oS;%Xes=A#j?~Un6c)d92%@8;K3O;0M7J2@x|B$z9_WK9X;EotN zgHC}|o6(O(+f=!}G)#AMq(1UT^C z`zALxH-lhA?wyBoY9H96uY4rtlrI0WuzwFM-}c?%;UOe?^OAL+vpp57&ya<5CCDB> zvZ&&JyKWdyVSZLt#*m!-JUL&I5&!oa$o{#HR%A2Cd2ByBzTrU(+>U#CvcG1P(h(F% zC7w^Dz7%{Sx%|)@B1WlCU?O-t);3i@CkKOG zSZV0!@?N}uYF=64?cWx#N+DtC71qg(=*RNXDAN~3=vCWH58Y$v-;1SuP9+vnid1#q znr#6{IQGe|@rU<&Qnf zI4*oAvazvoQigRYi-@>=G*qlr*Gz2);^n&(U&RNpChYNZv5QUwZ@f|i;Ihf=GzntrN>yEOUXXv0c1@x860Bb<@NPq znmalfS#4l#W+qd`TKwg&wX+b4iZN9`M`3SG7H?fGV>8{Ukhk=KaFKiEO?*@lk>#>vrQdZkVtGxq!G8ao4s__GnTaqIdAsf5g$ zxeenvY3?2FrHs^G+wHX7?M&i#>Il~!GtC-)m!AWWU8(VA&m-fd1#bMUj|JRju(E$r zQG^H){_n9WtK^gv&#hU}(Z6gVl_pk9z#>6CU}8^!uyZ?kP??xgrQ{Y(^Sok`PFz&f zYpaE@B?!M0avr2K$lnHbsmUxlLU+{i73un4eFuMC8OSp@q`fo!UgUcJlyb{N1yz{f z$!fWn6%~t4!^9^ii!EgUm44Xd%(Kay77Od^%u%rQA40zx)ZW_)&SfbA%vvQ)IrNY- zFg`v$wrZ4>m30hD{p}qpv5~~m!>kH+0f&WXqiP zd!=2;+^sDwi4EQd>snKqIPa0GUYY+zQ$)xvPqk2$ zwJhLyGMAZ7y0A|}q18Doyt5bGXk1liBqaOkILRr`o#&jA0K^Ng2V1aO?WrE__RFqG zy8iz0-duUUBevW`S^f1j%sv{m_fM~u8LI~pu52D|{em(tPd#FxJ9XUhss^9aatv6; zXw=&Y#kWw3Dj^?M#X}0mBp0fO%FX-^lo5k6kg&f#y`Vn1$C??2P?h)vn61HnUaH!9 zGQ|5WgsQxR5PW(2zskPe(W&cQUkB7^{Muq5_da@|qd&896clQCli691%8c?_vI@|B z0q_payu=6B>i2zp!%2v5gC)9I!apJFnPFof;uyNSH_XAn5?IPN*W?hcpeq}!k~7)(QY`8^9EVJu7|3yX|zWNN?1 z86Zl^BfVFEg!A)n0Hn5n6bSWiJc|x9d35|B*QiC1#IL2C^eRVcPKzPNBjrFG>U+Z8 zmb=9@yZvc{!8acx0$W;Ipo(R&nW{h7nC5mz>`ws#(do|6E${bG9RqM=|jo*xxVs3A*9u{xK=&gz3Cb9OiV1lDMPW=ejbpz zMi3#xG89hC+V#0sf0^WQ-zYl=^fRIR{z+>69^~QUhkX$&Pzoz)x`dDmHz?-Go1ddl zxdJscb?808F_ze>)#-dC24T#yXFfhYM;pHA*Yh83+29*gB~#pWn~znQQ&Fifl`B6{ zvPu_L-lxq+dO;1&$oar~bH;bsS?mxT#;RwhsCo(~S~^{5a$oWz=UVxV*}I0s6k!w_ z4JXAxcQigQO|tR^(HB8H8T(y43inV{p1n&OHUn&pgSvj=6QMq8BFvi~P`OK2&vcda zDXGcD>5i;jN2dFPIe4t61?259@5Nh0pN^Q*m7@U#84*)p&7#UA^#~r>6L6=sGsQM( zh={YEBBULaJ@nlvyb7qz-mh~?B-qZ*na&0ygeoAkXD7i**Ne3rvbh2X zj$nXsf)AQoTD;DWpvdP|F^U6s$&;|NGU7S};%D$6#`$t^_&YzK z0L~a@(XM}(a|WgR^BjzuH#<}L55VU8_C~e70)WWYGTC12(Rs);Rz~+0B4KtdUYW9~ zcw-a*l{nuwB@nDr0}aNf()nGwe+$X&Ee|U7?8iYqK(uHO7b=7u(YitzWHO-NF-LK||aa#SC;io(rP$3OiDcITa+Rl8Ap;M^n z$s8!w@)$1G3cIjuBTe_*4m@6KCJLTfs=>;*Z+w3E3meI9e`~a+3B%5i!(;R+8d?PY z?(!hQV|g1@OD)erxsw;ClqH3aNbSJ5Nx=9bQXxl%)18}#M-^$|{D#nOJCRoQ9?{IN zUsSCD9Ms~a7=Qis$lVJ7zx`PClzZpu8?8ELfM`{f;maQ?kPc9M@pm0pRf*hsJ?Q@~ z^Z_-snFc?C$dosmtXDcEah!KKoen%EL(Fk+WmwjM?qlx5TjW9$yOR(#a$9d3cO@A) zV?h+Uvmtc0+n;SyX)!D#qXAf;Jk|21esUD+EOD1q6)-TLZb8-cdQbL>!bf3hJ+RvB zji3^(wTxvz3uZLS)~SbTMU04XMx8?6D%vAR79{dEJYzzVRaF+l%p&T|%!pO;ZOhBB9?~3rlVS;ClIY-rUwB@Q&LjW zE9O#YTn)g_0BTO(hfVkM%Uz)W6AtCK)S^LnOXJlgs>SRcnf_5GxFX&OAZX*aO5y=^{JI0^+-i_?!V9~8ofHdqi(?9kt5j6*;`Gj+C*Y!jj_DXIKyDIK+iuCH2fn#0gHwtTA@lY%zrMAP?&tu}bxVRvY zZV328#esy^K6A~jLnggYV0l)*0{bwAMaLWJdO*8rP{WS=0GN=^cXX#NiF?YGO3R>a zOmVr!=|XEuOKN%Y)C?|P9kA@ABa6gZ zd^V;VS+H=&%I>nQPG6i?AK%DVF5=T~4nT$Pg;{$$AapAntMSy-Ak~tlPwLiwxyB~O z-yFiDFvw5V3Z5+T>s#paIv>v{KANZFRaVzAiRVrWAud`v0+_OrO^`3sZ|Pe#yZ^O< z+M3~4wj`hf^*ZOG!;&S9F`Viw_imttl@=?2JLDELIe{d2D=&OLNyY;BN~HL8NA=|WzG%>`A#z^OiRM`-GE*i4=7^a#gaf+)?!?++}%$?=#|@n4iFwul=PD+?rOoacIANGMiD5dc`R7)rw01 z^_(GJwN6j#cu|&>aJj2E8|aVeA-XHf`e}|t1D#Y!?WAHJ>V3NCLED>o`3Ts0;%Em732_65YLVOuZW0tP#wgyJu-`{@}=NR|7 z4R#byCBM_M;x!y+YE-J%3CLy7ln|Kc+fS4SoZ6AWROy$Alp%NV%F6r^&!Ol(#DCD{&WhX~)fZCHrPvWwopWfTw zZ-8xc_}HO1R;+Sm&HosHYcqqsc#eU)T97-MUR%U{fP`fqSE^EpouBn#`4n1ZCP`vH zzF(fF6~r?f8W8Y~0?0ix`9h(3dz(nD%umehW8=F3|Q{ADnr`oq}5n3|Rc`S0YA?oL+Zu~5Ctrc6s6 zR6zz~0HS!Ge`|M_l*=;VE5Adxn0mE!Q9~$-Fa(?rbO~qR;SIK`3E=gJ&Io*ceXFE% zmyv!0ai>dbnH+=U?Rv^?4IJ#cp2k~UBk({uNy4nmw& zl7faIURAIrv1yC|f)w{8K{IzQNOz`CoAm6WH67$U2X0K;q0GJrs zFJ}s48~dt;MHDvFlAEk=Ec+lr59((5WWU%avYM}JW^iaz0OJnwL;nIT7)6OmSZx4V z!Fm)_Wojwm_4uUe?M<_8@mM=XR`beaU!3ZiFyPy!(|pd4E?>n6fld;a^q{k%epd6@ zTzY6(B~@A{LH>{j#hrGQBK5)FxcDsEo=}@t8LsPp$jES*@5pMnPC_27LZ*M0(S^q{ z`0V7sVq9W;WV|&0fY`FQeOywbk6YE-a}W3q`i0fe^6i$d{@9D1@v=h76c*ur1M9Cs zvqQtfp>6nnbVKKa1gPE)`6zw@91 zD6;_Qm*<7B+{uC6(bKPW4F_CP0v%PQ&1_G1#>2zRt6r`50-OUof`7^AY0 z0|hE9YZ|jZUewwf?G^8RQHZz-9WNax+ylVuE2&|KUM$=lNPEkvGBkV;HhJWL0S%uD zgiTPbFzO_5n>y)aX*AUV`t05QhX%O}F=*5bnZ%A#uS2EYe$S%iZ9>(P!Zm7ZD~C}q z!TjNLw}r%4S8rw?xq3S~?gHDFyY^gt8R`@n5;TMd?lVoJ=~@TcF3FI4uZE`de~dNy zG%_)~UOsyA8%oEdEvOsEl1`(j5q&Am-hkv|>6PSfdL7Njclil=9=>QfJUJ1TWTG3+ zQxJE0oA3VmV1J)0Nx5(n)m9iCHBUCtSkkHm5|1q#pkJJRbNB~iQIU?_|Y1}qxg@)z~L9?{V9>R7HrFY`Q_qX9D`5Q;jVDgGm@9u&c z5k>#!McL#4_tjC-HaUrego2f5qN%9~-ZB_(!`HL~C3@BrlS;9svGBF4t@1su5(PUb zzCv=S+0+$;O0xjiAB&I^*bvP@xXc`yCzv6(`wDbhX6eN|w9<`Ve+B}MscadD)UiXy z*cx!7wO_vsB#LNBv@}MwX9&xZC`AVH}l8WK|Pr>Cwm9H6X&$U-obW8#4Pa22hn{JFELX_%b!}6>MZ{OC< zGqEg!IgM_M<{=)Gr3GK0FciSack8vL7BgcFb||BV42(ESN5N0~C;_)^)lXhPRm#`c z>JeqrFK5$8Cr}swbV*te_q#L5)wet93lyd&P-*$E%=hEfOLcvZxBKgRT=$lh*1X&0 z7fG_`v~Fo|Q4iZ5ZtATO8X?t^4nr%xbbH#HKo8Pw;vwp-l+T$Ag`5?K^fa5B$WdmLP z840^t4cl%XeLXrpwy$pUtyqlHM=x^}ikl2{5=*(K>UQrofLxcz$Vg7}fk&BK%!AIK za!>b$b;f#Y1Ox@4;NSRs#gfI&X1wY-qgGl5E)iR<7k=e5J+Wj(3hT!?-|Z*V@$8i!fzHsB`$`eVV)okUdyoy7eS?gx*uri4 z<8$1bA`Mug-i!%jC|;g3RRcj7*EA53hwA@D&vhja|IWi0H1b_$`wh_>Rsm494pUdT za*?`y6twF#f`CQ{lCpuM71yLF{$m4qkX9*s6IXvY2}r$i50o+x&x!#@%#N7v$tn*hX!Eh z=8WBglyKA@)I)Oz(gPEOW9m)X_j=BK=+wzlnxYY*IN&?kyi1$@8+ssV%GYU zsZGcr20T49`>7}?6{p3sk(J>j+{{{a@xNNb3t9q?#uG9}KD5Yc0%e0(dAZVywUxN= z>#o!CfZUgYK6?8YHH zDb8biP7=mt^IHzTM9!$Epo5WO_l0Ux9kR!5?hosIA zW6N$X(-w@TJcYssOO1~$`7mps#2EkuN{=8W__}ru*#xCMJ$9Gr^RXaLjIHxku6 zwZJ~&Flx8i7W)+(K^U8xGYCrynE~m4HPxCV&cjo z)iV9%6Cz>n`riCv>mR2l(-&1748p>~L>V13`Wn9hF(jQm6^X#^{L7}{DBFE&+@`Te zr?H`4m~w*)19DER&Jx%$NEk?=jC7Z+%tDZgj#EX9@MjTSK!_uePxf3)VRaZTRLc;| z4WtUlk|FD2A=ed5hq zC7d0Z4ez$74w#wIMMQ4Y?}TCCCi2iNa9l7`6 z6DusY?YY3<;C_Cp>--K2((O^y;iSADTqt3K2(Dha0<@AwN;s!k--E8PndpHqawQfF z`Q8trs8*a04J?q-P6|-gS&w+JlJp0pXTQ9@PV}2xemtAHEA0mGr}RzU$4j*38~OX~ zKrL1=1$VCli8FUh)gG5SL`_2@v^St&9tCJjJxH;!5|kO~KIdk1(v!*%%WhBmB;DYE ztzeqGk52QgwY5|E9oTSnUx1dSPQGS8AWH^zyp^KkXFyhPV&1lhzlGY0FR!lluReMv z=yd*##HLN9na_q}LJveK0Aq|2G@SnMt~~#}GRJZ;(vu3W!(f(<#4hEQ$nH&9s3!sSbpVB>=}}Pw{2jtuo143u zBmGCaS@Vr>ceI}XT^$E3q3cnkTrQs_r4~2=EzBT1f3uv)Enh)J6$FZ#_A~;j9Yr=a zsMWp%MOuE>d$n?7XbkAiTI!^H9`>Z!?kAf|ngEX*%1ofuwrai3Nk@a%bq0sWs{<1w>=! zoWqEi@EdU60IWaM;5763l8%lJiVC!<*Aj#B2Ye7j61nR%60<%nqU%8RhY$zT(9)9g z+8ctyLmFp4`}xUn=_42oz&no+?Q zl`%!C<1Nd(KpHv!{_$kIC3gVa2VC3@AOz8Rj6KlVV??0%=mbdDe+_y?-hjNfwaR(} zOS+G5iH8zX4=;jGBx2qk&a}5KQm>TSY4^JG&O19^+r7P~rvyTIHd%7+xkjPDX7SoH zB*03qlYRW@d-30@`u773CDzEtO^tqpZPS2SbuTdc!lBF{Bp{&ev;D>K3X75eVRPg4 zTX#2s#RQp&wqS+hVPFq}Qk7sXm6dpT(2Zf{704ZVd@Il2m;qgHQ8j<(Ll8a# zpP`?fot>D*8y?njp?CSJ>`J9P^?g(>Lpkb!iZDgMy#RppR5AGj74!$aQux~VGI8q} zpN@0P10#YjE{0?W^Egb00yi%^K@5;PfJrOoe3?`}CD@E{hPR{b{ro~FDZCCSEsV1@ z;Ka3w+8t<2hR{gL$n5XzC~#h{oj_#*q=(A2fM7{K z?)(P$5=O!xOwttJY|eQ>eGF(#gJ?}IQWTvbv=7)3>dT-9)!Uc5tN`_@{B*)d5D?B* z#2NY2%2k(@EMl7%5=Ho~ILAPq=p@(!{j1MPQMGg(=A9Kc@RxcdvPEfbp({B(6B@~ts1n;ffcEBjwe(H0@$X0OAI!@h_t%`{AvVn$qif@ zp2j-$vSyPsw`^D=s9}{@{QUfa&R+MPmjV+n)7^EW81mzxjf2A7NPm*ogV(1m@kmKe zk5@_n{q;G{6V^fPz-{pDRyi(ci^omlDZ9f~M-_niyMO;yUUhy^xDfhEGk#Fb@k8ap zge5;J?N#V(csep`^oL!!ABbp!9<7BzvuNB1!UxJSz;W*La6%xWNUPq}ZsB_(DB{%0 z^xvAD6u*1-?gF?&hlTI3qftx_(QCdCK~jtjK`@igAolFpDpXo1iSH|GsG?iL$jY;X z9Y!Qh1G1UkK#o6OO!r|{uaHR5-59TCVF(f8a{T=RB1?x)F#h90Q4kyEsg$HuS6A1Q zKGd#vg+>L4lam${aQXm@1C3~vHT94{4io@Z?VX<>p9Eb2*$}VQ7zaXh3AVP=vW4Et zNLfD_ly<+8Z5k4dug^SU;N=~4FOZ|c5Ol87%JenYXwlfWPb#?9Wwc(5hABL#u38xRXnPfb$ zQ`cXdXtw)u?5Arqh$4~XO83%g-j#qIKL-wfwmFbDUp8NwvO#)pj=7u@T<()|ARc3;@rUC4B8!~VC3J{VL1R&tF}e+C+F>%Ppusld;J5XrJf_d@eB z6^9H+#|0&TQ(rxP_bd>HYv?E7v6`Bie5HaQlt3m{xyc&HvZM^iifv{~m(VoFLF@r4 z*oPNnA)H{+Rxx~!j(3XRzk0Q2^?VROJ8I7KjXQK(g? zY#nQyY-`b#Ca59Soi04hTYCx3{+&NIxi=6~AH@%r2ManQ=>QIaDioB`iMXH4LCxCM zG5hNm0z3p*r+aV3!Z$Zcg(dZ{%m)!%XSm>#sm`jZ&L8EBJz{VyQ zbgw8Wv4O}BH#i^Cu!)845lFq=7f}t*{^yBoExM0FKz_UN49yFKQf+oCu1$DteBLK( z+-fybkSg}tAm0U+f)?=sEiFGSHwYsM@$sp{6o3+&gbD~2?r#+-guv z4i%{W^bHIad(t<4{*;5_aVu_W^im=-HFXw1K_Cf;g*ZeMA6SP=-}?QP7hqfWQTsO}xl%S?oWT;n4vdko3wpWVe2P zmd~hT9Fr3h&E`6=x}!N?px54f0euGfjRCX-J4pFZ+y#bKz{mh1?}revFZ84f1A_`A z8MoC~1?1aVa)?CkIe!iTJ?6V|{W^GK_&FE5n3GjLIOKg$c5c+8Egk`>2kBsEuASYi zFB4D*A)UM-z+rdVtDln~ef2=2AN1*WqdIzeWKT!WZVZp~^%NDal_4Q%XTeyYDOhIZ@$yd=1<8EJ4K zZr4!lAnaDUyBmOANP;Y9(X*gNuSK|E+vK?F7Qq;Im-uwC+aH}oBP%)j(MaybK zaDmL|ygqT1>N2GUJtj-b!m0Lu*2^{uI4%r)`rHl_o@dbx2@FgGvJ-k{ungnSFa#um zf@jb*aisMluk$K#&{lKg$8HVkO17Hd=&CzXOsEUxJs zWJhb1zgO;dR{)z*xsH;sNzK8E2nYx$ZbFK+(!rp%{`<2O3=%4Vbtp|$6BKOiQic%E z6%9ecXQ^{VHwVQA6nOwhth!gYrfvew!zz|6Kr`k|P#kf0q(Q^n;CJfP-3K)m#OVt{}xcA=D^?9toprbIBn z!HB~kVCtju5Rt#$2UDqJGhda7@U_Z+Ke97WXqKz|{A3Xf2KZ&lFnv90*XwgQshoWgO`oNQlo|*Fp-}YFA zI(57O@AEyByk=$UCQH4p;30_pRlWcsuJodt_Bu#SvIURb&nhH|tk22GnNoW!3wpGe z;SG1%S&7*I0|_#7<&9?%NRS6;7D_-*V~GDwJkY5uHl!&6Zt|yJhlf=*Le6ub#HGvv zdH0KrXDQFpKCGmQ#&LO{x~e&L3}gjl#Hvb}nwp{}O2PFI48ZX@+tD{nJ2|V}YQ_f- zqS?M@gB4M4ko``Tpouby16Z?^`q#(Y%!JHV74pu;X8%C<9Q4-PjSIadVL@l!FH+yl zjTi!v{LTCP$b^K%fP_vlHzMhWJYj28%^NV^aEvL)Qj==vTyT`BNPP>X%vkwS*OEBr zgHI>lyr1=A*3aTyGp6d(Kz{ZYv)z0T?Q#NfxcjJ))a%i`y|w6R6t zYJ5vE^~|~LcIuL07}sm6m#5M$dkplrZ=D4L3m9rt)2szLCQdyF%X>566$LZoKBv76 zF_$y~Is5nhM!`SizRU)V|M&X>v3)oMlfd&}+V zvkNZom#wAzj?^ZXiDG`@R0|x%S6NS*3)Vowr$_B-HH*<_Wyo9~x!KDLEwW-Op zrO1Wg2QIbsXB?@CL|+`2p(la-&tqyLnV0D8!fV|JD}tj!fBsBN(&G{hBzf1o#&%D~ z!?R*kuK&2|a9qQY1^L5J+7B@y;&)39ms#y&v->6-vr^oI48DpWlDN(r5Q|4dWJb+K zN%>S1b!Kv3^uH`^%RbJ*7k_NQv$N0+5_CEn^~ZrE0Ydk@tUvP}x%iO$nlMtij}W=+ zh2Aw(eGofFxTW%D>V~lj5wjg=^;Dljn7h03#Rj<-hXGoo3@tHXlWP^H`9Z zy%sS^ElQiXmh$X8)$_>E)3kny*Vq7ViaJR5d<5vwl`me$yK-NEqAp`Gq9DTx-1&BK z3=D74v-Qz(T7w?q|2ALXaQ)+%;dT=crwsPW`booZxL;Z_9lP$nU-th_P<@6xwRzsS z_ds+5ue|nFe9c=RAUbZeC5B3xn&iID06d$pu#uqiqb>H z=EKeRYdbmrWx7n%>sr|NYLfAIh3XyKdH-1PB|{ZDS?lMG_!0b{Exk^3vtG+Rk#o=a zjj>8+2gzCfd7W_=F+vY|#!xlJ>jD0(6E2 z+D^uPqj=QTbEGbW6H5F65k~jjb6$r?NJ`am?I$(nG>#rSLy!|UAzw<(C@3p$W-8RE zmPreTY6-Qw!f{y+LUWWx9N*#*V%~`uS>E6q0YfQ>*Ag?$)Iw}Gh2wI9D8Djvd zQB`!>^;anH$+x~I;&5xC{~w}(ved-;t*w^*bxwLG4qp2Qy-n!7KRz^vrogT`6S~l@ zyB7S4hsMJtB(7a1 zh?oMfW3!}8+QPgq&RohU19ynvdAhBwtyzt|tu0=U{lY_WXmsp$|Mo%YuOg#(1b^_~ zp|x{y>4{~Chumley)uG=XRr?JPIPc41Q&4w)V>2*pKn0627vIrVeo9%EJNPkhE6`;d?S&vAp@sm~*NzH7FpZYRAr8 zJd-9Ub~QY%HJr9z^aff@N=$Q%0aMtSjmt*WNzim`%oXRu#9$n5U0SIL6zXA=blc7Z zgAv5@*=wW$|Gsxfiu>+Em&Y&VyiNwoP4>EPK30AbNMcI?0Vx%- zCS2f0kgSZg?O~~$SKVBL*UuY{)i-A@g84|DJcg`}THn3-^FC)79=!MQN~guJblt-v zDgjN@oNXaRUgC%J0I$6x^*sF1KRun>Ao%;#4aS1@*$7@)ef9^DzQjvT(fsw}e#Wu$ z{Oju((NViHaKU&;rvI8q-zFj+(8PM3%SK?x06z=b(y%FOR-Yw9_Pd4(v)8No|`?`L2%kR{`EdS%`*tob1q&&Kc)5Tndh_f7VR)ls;c5`BP4Vi9{yY2?3F`eQ)R238zr4lDhvh<} z-$wAKvyn3@=l^Xv6s_t+#OCURiS9euQ*M{g`kXC}i_kXE%JuKbk+UL|lnS4oEqU(VZI?j!wv(E2ibvL7QVPc>D zZ8&Yd1QSRLb+SaC#V{D=kJeEklfecGAs+1wM_p|x`;N-8;ZwmgKtr#WuL$z(NWcj0 z{Kp8A5M^a<=;)#ORAjQLsGa-tzBzTTWipVz_xKHroB3941Zi@iOIX`~_yn&M9O4f) zXbs7ydV8>r#3jrDdvO#AAA$RP(KtKhAKrI}Tcc=9{J=_8+9I9dqXl2{2RXMFF zZ%G*&{zbunkd)@#UuCV_5ZXU2t4R(?o00zyGrr<~PiS}dfScZ~(d)c^%B>cqW(OJ` z3CB8SUokv-^hgUg3{LOBc|QFnsBGYb$O?2WoLpRhtT!pBwiL{oDDIGWB_ zh8*S^&@D~F*JwZ;s2>IGN~_6FN=R=Ipt2ct1Pmv0+uS21P2mmv+CpaIrnz=?xBKdn zgUudtv+Jk3iLW%o&VStJ^L%KH=V)%j+Ru$fZZrF%-V< z!r8?oo)sFlj;hOTL{H=VG|7Fm&X-bezPt$kJMh0`553FU6cGpdvXxXCO({i1MfeVu zxv{-5ixMq30){LedwBzT^|!G3`K5|AYx^epOuCY?T$0f2gT5^GkPKEMPtU@|M2&Qn z;hS(kc^^?N4#$9gZz^i_p?V1*T?=Muc=#ID*owLkS~_fnAe#t75TL!o{wMx*Ll%=E zz{Ty)m7}UPKRP-}yaru*2J=Zc@Eozj?kEX1Xh@da^c9mvD<%Z#%=DEV1V+q#_pYbtVh-pJP4A*i2EY2gSJVVZ{EnC z>=O-ECzJ9gg&5-izz6KrF(~-AXEc`Vgkc^L)D8By@S)?egXGu)tpak`!v# zQD||AUA;Ivm{z6)_Ns^y4($B?-?MsX_chTEiwwSy2Cz4@u+=bdhg+5(KQijTGcis; zhX6Rk(dg%wO5V4UuPm}k-{|W?5-ZH zvgX?~x}LgzoM)CovD&~r!=_^rv1I~X4SJ%!29KSE=UeX3k%ar|cd-+6i1`isMkSgU4W`7GI z?|MJ=e7?`mpFPig-|zE2=UnHyUa!~nI}W5G`#}*2T)gT_T1ilt8>f4*qDY#4ETqXec7unKVz# z2=|zKcs@_UeH+Aw2zCx32LnjYfEc|5>VtmT<=x2u*0)=AhT09c1)=G*r2mdiMM(^z zx?-y%`uz^7t%%=+M4Vp6Nc9=)`_^AL#wB6l#)`l$1cXI5}q(;a4}B19$-MP4xhbqDLE*bhYvBe0!X8>Hj8WX^YIsYt2Py&Hgy`%@X}BIaNUNK}Xi z%6Bc@E11IrXhMg@;PJ;Le%lm6R)Opf4A3EjVE`;cczW0&M#X6{sGQjIoQhflx~bf4 zfFa)OS_Pr`!ofITC{6L)c>|9t66~vUJssfq?vWP<{ z_==u)d<2`KO=xGGtV6m0TU((6Mo0fhDdR)kMQSAvuf-@6hMB%!@|x+DK-}}*h68W| z=6*89O|t6p+VB!gJZEFOG|%1#m?YhM_m4MoE)z1tw@B4j@6X2XWL&6u0q6C(gY$7Y zR;x_;ta`@6gM|-efrCJjq?%av%sN>0_u1Ov>A}TD+n!Vwr z>Qs9k1G&h1*dCkx)(pa4pb^Vt&r9XW8iO4HAfphn2J%EYJ=ymHiAfdM2F@?a?vZ|$ozSKGH9=oghRpU67!L|#cshAP7Lf0>j~L`ffP<=NTW zvkbxh5E8(g&tSKEGHeHUt5Z-q!A#v`VLm=O`l=oMS*LPPfycNXT;Hg}d7M_X%5GOc zA99uZK3?W>a~m9|S_k%Kgfj>&Gfvdn!3 z`N0QpN4Q069c+(BzaaFh+IxUp}eX${blDU1f{*+QCc zv9Pi(r;@~?<%c1NnN-#%BN}WNXyQxPR$f<+?P(rqA4|{ml3uyFD?&-{RRd5WwNp*b zLUB^+s)F(~!QW~vp=sjQ3S{h%G5V9dHA~oX9R7f`K%s${cLH2d)GCuM_#%nv{pBZs zy>9&Af~8g2)$EZ7Ec=3UFqA6_@7IB~ww5m-Atoo+N)^X{EZW!=@wM^;!pTULKsA$EU>1XAxsz4lU80u^7B9*mn?Z!| zM}p<6L>VN2+o@teShyGWao#V+xq#5t4t7J0&g#uKgpnb7L&8+nsVD?*+;MVF3Br= zq0p<1VjlP^V@3OlHg#8KVAS`N+>ZOy!Kh$hBzDB9Wp@)j^|Fa?^~kZXyy=~JA>V6nM;d0)RFsu(hK zDXwj~nXF<(dVjAWjW*35C;aZs8 z7!ymlwy+PPme^V#u{3g2%ffEdP*2{@U4FyWBOj?-lH;d#k9@L<4!h=!AK61%7`rY*Wo~t``=-|*$tnUQuB^#$P zP#*`3vT<+}mSY$i8s?t+URCGY4!Y@GT_-N%>(B!l{!B(j1_UQd7J{BfB^lf2i{SL< zU#mF_WfpvR5n|T-90M6CH2{RCyYdn^)gn#1mM6UB3+eGOYIFy?KI53IM65b!M2^jR z>Xg=Mv^Z8R$lM6YrB z$2kIy%avhBJ`j$ft*yP3{VJSxcnDM!HQj5_@m*F98RTd=2#M*=&cAjsFrek|67_wW zaID7_54{Dh+ItBFqA4~`yHF{xaU;H$ZDIvM&z~2MIL5wO~fm8*Z-37W)G?i}tlbCF-E=uQdj1%wApYQBoa&U92tRVyMU& zZ>&JVhR-DGBb;;$L-I!4zFWq$waou}35p`aTatDV1uIz+OjT4=ZmGD8JZoWrNRJ&&H{6!0e%Y}HuMkLr?6dq8Em{QT~9Q02#XaGUp!yWe$FrL^01 zb?@k;o^sX`JPQNe`#>6QlC0R|uaa(L5HoE4puR{Tr4j_(M;I4g`%tWbdU68`8l}Sb zEro=HoT?>V150pmacO91_ybD#`1nBeXdBdRSu%0{pzZG%VS+#fiyjBlgSIB|qGIVM zPx_&&QiKQxwbFT%x=_R;@l<3gRJ0RQ$omnbL|1QGqMn8^P72sgV{^0vmy(**>JMBu z#~Y{x+TE@1S2Z_Fra#_*hVKe{KRAYyN`qio>~`K5R?*gOrR{;!Aw_K^cQqzF{72On z5Ky)6j{|Ky#`aT$PR>^}1%3qO8O-bD`OK1qPTfDM#ctT^7LwjO6hgPPGP| zKWt~A+BN;Av41w|j{0}JCxu2A59>ihUT=d(W`op|e4b2fZ0jJJA-k)KI@WH#Y3Vhq zS|^jT`q*d<<}(qme7%7z_8H}t^;y*VpqE9o$j`lf$DPmS`h@u_!B4#&1XT(LRp zd>)_Mn^l6)rqE>xLIg5gsKnUbxIy!chxL7dod;>DskE#VaIO-fZ|Jx!bFxx=KMRY? zAj@`9sS_+$@DIP|Dl;Zt21x3g{=3CTN)gH30|WkkWT>NIw{PE$!m*0owgz&Ua!Y(% zOya;wWZav~vg8HH+ONl#*Q=!zy1`a976Vy~RpO^BRa3!y+e*$prmV(*A#^z`(8GaNQ7{%@&0!2qLV@Qo|w6{Pt_hazh^pa zm9lnLG}OCgSpVi`Ex+U2K}8+Ponbpz$#oCwEaA&vn)jp!)_ABBiN8``FX^cUR3w|fO)$I`0yG_51;}M8x!_EwT2`W|DJkGkl+X9nC1LpQ@Xj&iQ zS7BO?j$DO-ACaS4;Qmc4H%|u}oBZfY3W|zg`|yLjevDKDQszho^tK<;pn+zAO=d4p zkewaC&la*%cTLVOms|Xw7qufKf(eIVt?&7EqjHFBF@0%Zmy3PL`Dnc{7Nh!bWc3`@ z(G=CGwRlq6&vgHrx0{%9OFr@d^)nO2ucSneS24mMp(1Dtgq^bb6Xi4zc6DUrCxR zVEh1+e4y>Q#iW)?>w)VdEGydvpgG0r5Hy7iLxQyR*aP&KasvC)ASxcPx=4OsehuB< zE_j--c^0uzq@D2(DdAve@6Q6Os9TxMIPt9wEaE2MZ??UI&ohrnv1wV)*{3y?_E?_4 z0aC5PVjF-0ba>wxLsu%Az!6q)8T+X2-7lHju)Y#58_A*d5uZoJ2y#3KbKYZN#l>$n zHgFXXDL0l6pS7^d0pbXckk|M^;7!}k*#b)C+%)6{}N8pAe}s? zQ_;OdV4hj${h8F1KSW;#pa>5a7o1e%c^yn4d@S(2JJF0j;dKpoP5#?`1j_;4>sk?pkJ>nAkvy3Dvz<yZ4>fsNGmtraru(>|C%VV3`dHdEfc?ie6zHjcpSY(imS32u;PkgvX_Y`+kNyx&H0 zS4i`9c<+n)?!pxaP3E?qFr#-rnX9Zf|OOX4L|zMZ#sBDt8_}=kKp@p4=%! z-i_Dqf`NwAG@Fg(XN)QV!d{=8(a-Poc6Z;Wnv$%$=#!P54aTBZMy*YS5jzZXN|ZY{)FscJZetBa1~Y#G9u(G}pQASCSR?w$_X zkB^V1;4|oisQ5eRtV^IyQ`xqBYU7tF!V9m%Ly-iu&|8!>AuXGC95Qs&>6WepjvqLSoxPp6gf&*z-kh)x^o+L^EbOWdxbfptanjqxU$fk=r1rrM6{*_x! z!#0gX8L7Wt;>Q`VtAjJC{&hlPVmjwU8Zk~z&Ly1;x%Wm@KfT(aN8#GlC`R^4$E8Q> zP?1VKxlT27qpkz~xzbfW7!k0eZ4g^+D|DVb{T{O~7<8@#>HF6vm3aZiv~%AX+F63R z-*}o#?wYeQGgto3%I;?aTy1+#AG7uXlI_KxFLd#n63JvSzt-8c%|*7*spSCMn4Q&| zUvwDpXWjKYJiEvDyCSXUyE&Id&4XHu8XQ~^ek~2g>y~0a4fwLM=-<>^vBC*U`KWH0 z4I+ktFlgxZf$i8o3%v*ZheUKHZXvQ6WSpi1bb*8U`fr#H3z{aNNw)oIiR>6C{K@BH zdF;}^_Ph-&q3~KXG&YvfjHfx!q2PD5XH5e8`EEC?nRr1j0gqqsp)NtvCOYo;*5C}b zLNIfo-Om@+sP^Pn(v+4C%*mkFhptKVIJ7-pCgTb`5p#ClgZy#SeX|uLJK)f~o8-3Q z9~^9CwF)Y8Et7Q$Q)H5#eo(6_?#!dC)+P{ZGEmpnPL;AF6j1<^1GddG;-}zr7V}Ru zeh6e7NDV8xQ}AlqV}DC8ZC1=%e!huuMki&!T}d`rw~Ajr^XSBDqyfIw@0H(>zO->5 z)Wo2`sl|Xi=cZlb!Gy$z+G%(>bF>Oz7}aa~EqCb<06dOz&^-m8i~+)An=UCS8CIkb zioXkkuj`$iwAeyJJlz|x%EPsqcV0~<@9F80&X@-jtDS7K8v3?;ibHi&-KMPdDj?xB zcY&fnR+JRa*Ut~zXd2)!_=D1`cck7Lx%oi9@lxB2>Wddha@br|#(Pq>*JC#)-Z$e5 z4^)u%30g>9K@PpUJhThY2Sxcf^mw^LYZV0Pjuw`3*nZH|(|POcJNO3bm{bSHU}*__ zba6&zk1>Vp4Af~z0^dHreE?Cg%V`jf=Q1)5;3Q^)wM%W&Sj`p{3=Px9o3g9eAd$n7 z6U@!YF?6f{f>>S?J3)I7L17DMx9^d*g8q_x4#fTb$_@p>qQjuXH*#EsZujYL`SVor zKzB`PKRUINmX^-LU0rZqEg^@F?Avx*NSo(I6C{&7Aqn76UDWOpVk~*s4^K0|YselO z9vYlu-oN+>QcvhnN6LKYFNLVEbdh`b3-p!)UDK7PFTfy3{ZAZI$m(lkAV_dnM}NMP z-DMWM7ow))G6Vg9l=JD(0g+@sfii%E0Gsr1aZ$g_r0O`MD>8S#elefFI4AQ(8ft80eD?D(ET5J|<6D0m>d+aZ2_*2nre5aZE0 z@GxH6J!%wlAE-{D63OCKze%%#WbVvQHU_T~1sH-&Qi7WUU~AGXxCfS@Ym@P9GGHe! zF!@O#g;ww;|Bb^-1dIN3Nilbyo!MMv5j-5;g)FYQ7o6-K(a}KO_B~iyMrK>(#UpGa z9KhDrj*o3pC*D<|Z?63H9T#=i(GJos~E% z*fEE{f6ueYvR^}jfOQ~3n13X%YiJ0|ZIe?VaHuC#+XA`U%J;>vWC(+=D)oU^?J|Zc?&?ozj%P>TA4Hu;Q1AdO2%xGpe;*Wkrqs?}_(%a4B>BJ^Y{o#YN)DFZ zO)-!eM3<^TK_!j(vr+tP8|2t->lKjvS;~B0_*t9mRZ2ii?3QB0hR=QcP*0H58WMSz zl!}cF+ah(WmjZf{k{6DdcZ3pJTdVFjO#q}}bct@CPuRi1A)%P#Imp>5j+u*Iv_l!q z9}`=(3(dI2poaj$9yqGdlVasv6%P-7&EJnN^G_R0TNIBp;34*Zv~Mn{L-kcd1-n+X z*&v~3eR+RBb@2=e+qvwFb^{^Fl9^dU1YUWq7?tYl@f|a_!*|mLweD`Bs;W6n-6O%z zmCqoX+v>~EGO@NjzFi)20Z3{Kjs{F4wqT;b+-zF({o`U1a0IK4HYK`dQ#hBfYdc6Q z7N}`e8EL2X;9x!lUEJ?iUQp0U_Quhma3E&02TnVd{b{IFCWjl~euX#tL}Z|Ayg0C; ztfmHPUG_V7J_Crl6*3ENL8rg~r>n*t8hR#&l758{d46->V!C|jobDBI^D^lqgk6-4 zM!bc&2I=Wio>9PSdlMAuMUIhLP(?^WxL}gY5#B->_4x9qtjTKbR`bhI5itplS>AV>sE__WAplXliKm->k&{?gddY zpr;yw?Z{(Vygt&>a)%I191G+HwlW{dvBq{S`trty=d`9-9#n zz*3T4jhaDs#LUdhQXe?h#Jrh@mU-bSR$Z?60UyMVcI0kRdB7_d^Pdn?QFZ)|vv|f1 zkWg)TXp$|Ip-^XHV1c@P5vKO4Si3p&VJ$V57A0d4rC+9Ps)?9ztiA|vu z=;E1(@9f>lq@UE)4?lv7LFOAZQ?F7hw?Jn67oUuYf+5qa51Lw5`$UGVw7OKv`Z> zdN4%e0d)9C&@(cdt^_T-zHBgtZSvA{9fDGxY5yXEN}c13YkjQ3*hcE&?poGnM59fL z5*LlnF?>H^7~d=&eQoK}rV3w{fdYH2J0Gm_Xbp3-N7(9uruSZ!n^f_0(=~4I==}i- znR(uRJb#%IJ)8!N69n#Gu0UJwN%Xf?FlvLO%r2R_zA=7>!=-lSiJeLH ziBVAvIzPiY;98x*L5)T>b4|p5LEQOy6-bWmVjaLMxs_0qoJ`Hg*u2iQ10(&s#GUOA z>3FHbJb1gZPwDIFmGMc$pJYPAF58c~3cebmYCvLZF-U`M^YX?)m5ja~a+&t(@l-sU zzOR++gb`RJ@G&t-ZIJmuPJ*qWAz!0T1ILPKhngb_Rqf+9WPB$l>S$>5b$s}iBx70m z&q0%0+BD~Ae+z9c`&q_WSuwB{D_XkWMg1v)ZaIOzV}}KT1k-}8PcJYmtsx~{ot?vR z2B41)E=NqNvU^*A>7b zbsk*2XnEwXsHWBj=JJh5`{hKX4~gDQ%S746s50nn$dq)2$G`711%`O^qeHDrByC7d zsQd<;@$-!1WKS35yuz#pp`eYnBSSps=Cs=nz+lCoYOz^G5AF@CZz}@WjE)BSr_jOZ z_V(Rm&zH3|Z4U)EFdLOsR18l-nhZ9^>Bo_j;);UN-8v?MgvgD+&v%Mt&w|2|)G&qd z8j~UZ_g0DSuI>Z9rnXNnv;Zb+$i!PS8lk7C8gsX3*Gb9 zM84=~>s|Kv*4*|lp2x0@9?+G2bHe1u2>vyjp=HOSnb%mvy#)4f5<|FdJiNiek}EW? zoWGb`9!ydrxUVj>#MB9R$DN)8NTDGmbEpUcB;Q8?VdrBpfS0lj=@Ni)ZRyp8*Wa7O z8;dI+1V}8XU3EN0XZT6z8j>}}e4mK2}ty%CR>3{^4@M-~t6AJ1>yeB-k^L@Y+n)fr72{zwI=((@W#s;;aWpj?%M+J9*q{q}rQwcd(NgJL(x#2YXT%+eSOG9Ud@rVzicQ(J zuUq`92P@#7!DqZ%QgXjG^!&?5DIMaGB~bQ3EOs?Q$QXZCD*Za%-fMzsuNdg+Jwu8DcN+Z;wv?#j-lT8#s--H!uq zALAA08!vGHzqNH*=EgK_%ft5rO30BBiU-~hY25FmWHY^Ws?55zzyDnR3~HRWd_bq@ z!ySpcK1-1ioE$CAZQ?*bDU)V9uvO|2x>|3mF`kZe-n8}nyEauVESTNA;0nGc*3wsx zN#|#jo+Y+4HG#*{q6qi^Y(bYG^@%D30$&b0C|3d=-P88gwE#NgsJ3|67FWBlgT8f4 z2r_!Xll2hv3eXnU)Fm`EhX50!u<{fZeigpx0N!d5BwWzUyVCHB`>p5mN{|dBMIt7c zvsXk!M3P!-KJ=KfmQG)79J)?Kw1apHaeIQG3jGDzULCj_bnpI>TjpCSd6{SjU=zRU zWIuyQj%vBvV-QwxI6C2ImUv%7Qo?9F$3t2jsrC;WmN>N5;gjmyd%JV`dnr?;CA*WV3va<7z$oZ4aUf3wyRBTZL=ZI3e@LX z-6~tnxuUOij^KPzs(#usODL zm#h6n+$en}lLk0E69T=!0&<`{yP!bP8V#`gJO*gsD7*Cw2jI4@N2{JaDrzoY%9BCe z5@tuXpt)@D;IQihBvm-UA5Qy|s}YE)L-uN@Dv!@Ar-9g(sG>b|7zw(6=>#z$%UIK)k7+9}K| zXP@H54XiNI&xd^k!x2~zA8$-X5oIuahrCbXxQJLuLqo&a*%?R-O=8h=0<#9r!Jty0 zbb@m>V~PciRIN%^&P^-NX#LymfLWv{8wLcH06N>EniLzmU_)YCns9N41T-~{qYtNG zPw8WU-C5xg22=o0rU(1`uPT6_A%$65%orwKD zwLiEAN#;XRzY>qndYZ4N7EMM!KCq*S8XdoZD`G*34vt22pEN{GDrTS~v9qy=` za{8vR3@og)ml@!4Nh%Id8L{D8>g%T%bKEZ&Fz?f{yEw-Mg2dr{ovo=i6w+$nO&Bfj zk;X160FCy|Tq<0Lc(mzveiCFQU#6f>f25KJm>1)n$Tb2d>tIh`TS`G>caRO% z&Er4yg$a-jPL<9FJIe?alAT+|$jJD1zZq&Jxw1~(nk0|b1KGZz=p#JS}OTJ;-@$Ausus~Q>_g6Z> z%?0W~V?)Ep=xFfmutzYlzJ;+C%81my#aPQ82tEN=<(rkjEF=ug!{_i~rDsc|%+2q3 zJk9JeJ>UX@W)AcfMpab+$O;}!TweMD^0)2#n=;%ZbzXs`EXYw5?I~SW&gz_ARu;E; z1u0QRzkL4kuFy32T~iqU0SyM~C|t(4i+C}%wexMr)V@z0Iy9wU4fGQ$8I~x;=ET{n_ zzC4#ae`jXISjDy)H7;6#%<>4NCg#2ilJ|b|hT?Nu!0E4dA!YR|$bB0RpMiBkEJfZ5S)^x$0W1gA$ zQ&UG!7+bxZJ5hK#rpW@CjT#Z5%R;#7-@J{vZ~&bUIGFh9)2F~dyiUXOAuyXZD-!@A z%)3N$Selxa0hmYerh|{SNa88n;N>J(0COVwgj<{C9QiO5`xb%XjHfah? ztDd`jjz^HdPWQIj9GQ#D$OLH~`ZSWqw{sv^x`Yu>aHv2#QGKtputMu97LG2V8&SYM zQ2#J57W@MQ|APTlI6eP+Fb;ztG;vxVnwW_e&b)lvYE%wOjmK#N*r;l_^DReJ>hg07 zi!`cfz#8?c0sa{S@v6=2J_vWudFkY8N&I4-q_Ny72>c34qT-$7@t2qHbN`BTj&hj( ziBA`@j3A$_@f%MsUc87N*vs9LTIhiI|DC}c6PLYoec_73A30b} zzzp}V!&R15n#F#t8lbdW?F}B!pPrru%B)RJkdaX`Q~B+C;L=dP%n3O8_~Hv4S7@S% zH%HU4pd)AO6L-Avx+fpUP(5ShXK)>``kVaNVq#(@tdM}um>(dwVYw{Wv8}W4DC`d& zB-p*_dWzWkPpN(X{yhrJVOh5JpSoV1l}tuluT)iTtrI@01Myl)Xr(rqq@Kmp)YLZc zz)kzU*#R69x$U4U0W7S=%e)J@hHf3FAGDr&xA%bu;E#VHGM2q1*P8zYWSG$r5hVgI zM=a;wpKFWZcXK>EJ;~Y!c{F+T=+sxRZF<)D{=Uuk95M$;`q}v`;Xaleidu&)nmGuv z@J3Fcumv9%p_4_Nm!2fm%SA&v&J(YzkC&~s-X||CEKrgIw}krTsH(OZ-R|{6%mH;K zcH;Ag3Ei`WB+aR-UAQQnwBPgNPf>9Lp3#vi`s^;{s6WeK#}`VIR0#9IwLgQnN9m(m zB>D)^on2i3MguWVb6t8HFy>k;Ds)?$Bl}}T#jvRr06g1UTO%uE*YUZR!5+}~w#|&t zo6jKFyR(-A2Va@n{LaqKkY#!6dQ}?L@2w!H1y*G1^==M>aH4F;>Gdic?-0~h7`pBy z%8Cg_kz46QCZ-?4Z)9DP`V%Z!`d1MP6aKb^ezM`5VnSX%zJX#iP{-xPm|DW8@+ad} zU|;WMeFw(yE~BSmjn{oND*Da&TPTd2iKiErl*%UF^FPHrk2-1$&dL&xmA*UXnVecj z>-ypMg}=iN15z9w7_pOs1JP7NgLJ`G=yk2GxTGXfgcoT&9NXWLdr@^7B$~ohJ~uN1 zYm^3rB+$aLwp8HHA4WTQ0<#<|0XGcLn&>REq$%zLMSuYPr+bZprev1MXn;u%Y$HwA@}^b9l)w`F|v>RoDC0z*OV)i~SH340qgAA4+U zh(JOK9hUDCLTl9pE=$VhZl5eXLyfDzzn=-MwS20ibqC0umKhz3s#XB`|0>WV>SPqU zfqIH{(W-uu>NN=EwcTT|ixcmgOagIk0c#Ry$z(;1jExIv)IL9%=v4r7qxPjexOU7h zoA?Oxrlt3lUGzZVk;v9uYbz2V^I;dAOOQ;lDboN@^|DfCn8@b=en`##?-$*mBPG@a z^fxzEEUJu)hmcJ7Kox}LLH5j+L*-7ahm$TqYtqpyRLk{;T5`V0%*{256GFu7Zu^tB z$2pL(4&*H_PgIC(@z>WQKZ}!0%>7VzUm~THo=5%eSk(=_^0vA6xqqRuf22n%zkie7 zx7N+WwfMNWxR}P+-e|y1VrNwW7b&Hh*~E*cJc}9sLC;U4ZBNE`!hV zB_lD{^Bvnh)gW=XQgBaoQGC?lGmC`G@)r$>=<}%Yr}TWevM3#4?dMe#9WtBCa9XH3 zxk^c5{sAvA+$FO7;z5QdYsBa(D`C1>2|Vb#TtUFp+uks@(SC*7W@g3i!oFT&zigLn#bz_SGHF?Dn-(+SgWs=PrU?6VDhgR?Yb10Isut zo6(`ZLa1&DMYcS-i8-yxb%d;dkL-oL!Y}T4Ua{3F70W`Dlamt`F(-BYn1IG|KQMmoIr_!uO2`i@{&6feB(^As6$RvM$!vSrySP;rW=iL9bX!2WqFlz*f z68qBm3Rxe6DpQk%#zP0RIj*gpCNojN%%9W*QD~9bC=qaaow&OefwBcli!}f#ta2X+ z2GNT#B);|MPxKKW)w} zyyh@w7|~>5#hZTWh5GRMcPryg)9``CxJN{%po!hrg=?MrO;fRrZSPnv`n*W|SQHWc z2IuwAGvYX_A@O@-v+$n(3g);b(;?q$Y-s4b1|X_v7>-8@z~L0vQnz z#NADhwgJuD@$_?UE;x+PbTt?NKI!Px)&)71e(o*k>ru>8xmbs=TAZuB-D||%Rw`=Y z0Kh(g3eWc9skwX|!@2K`IuZ;&ls=Pcg%b;#6l+9J&*3IjP-MuvyFS~Wz5M5VB&&(0 z4Jk1}8dOR$?hZXa099P7S*WiT3zE=4SBtCme6Z{(Hy4*9_-26?%ChxGQmmlk(vz?B zIFiWLm8_EO(`1>u^J#8&y8n3GoDH>x2Vx-g!8@2vMA*JVTdH5Peh$8HClhAqUT8>5 z!x5;vou2W&_fVnQ=}$NYwXl`&@Ygq#u6{{~Y7)xttFnvyfI=qYB2|ZG2KS+0O2-o& z9VooiH8f1wV;{s!Kt{R65A{HJQWA@c%Q!NgSC2t#yzv& zKZ1ggKt>%{pcLsJSs)&(Tb0Om>#>^O?xlwWn!ByVKf=Qtl~wj9;z<78P)$#fX;?Cms9`w2m8`BU@f<42 z;bnMS7t4Xn=Wc?>!JR|$mF5e9Qe}tCk4tZCmPt>{(!ypBkNK5wPB>qw+iv9ESbFuI zqG8&|Dyuq_?0?S6X?O(G5eb~JK5#wEWePf zLfAI2ga@)1LQ&Brgk2EN1$3+xyV zBLKsoe7^w0^zncFF}DdleJB5rA(Bv(W}y>I^-`9U+lI*xBH6rbs?r98%E+;uBSoir zDxQ|3xoCOzje~scUnD(Dx%%e-26ok39x@>6Zdz5<4YdKR--{B!4ve#cBs_~d3l>2g z-{|mg^lmemRbn**0E zERfk%Bg|tkdS8=ndTqfL_3)vj@tj`-0WiywqN15Pa%B&3Ai6>Q|Bow+HWW%`GGqt3l7 zJpUuo^cyI8q|+4b?ccG;{{^`a6BX2W)YguX*Zvv}_dZ=5d&>gk0arc9D{OG(D=AxD6-=hKf zgf)KU7UZSzg_FT*^pGSWEW_Hz+&lO5&g7Y~$HQR=XP?c5dO8`IRNSqb|NUgg;#}K$ z--z4G#kXpxN0}Ql%|2ovP%MZM|!*elx)HRIfJ|Pov_%<-G z%awoOOy$2(6nPA-(9r=BhH#tSk?Qt#I&EUq)*Yv3EQb}};+KK-zh369eUNHD>#0=7 zXfMLsN%+WmP(|q)4Wfu+x`1154x!PN;%{n+eBG9~RiTWu+}!7KR@KZnW}?nCjEC)4 zY}}InA?SzKRao_HePyVQp3&@GJzjLM_;C;&RX79hhk^XqcwW&>*?7&5S)A@Z&_K;c8nD$ z-snu4KK=i`#EFo=T6GMcJvJ-lC5#HCSnyT-LKG3Uad2hWTQ%aLvb8Eo@#I!L^@R7V zdk+JY=mkv8X|<_I{+_qU8~&B}_~OMQ&b{8Z7m#%{=M{Y{3O?}Qk zFgI69Q3-ZZzKKbx2J^xh|9_h2D?g9eS?exr_*w}*Owd!EnHV;X&H zi({C9Py|Gxi$+>8$X&Q5;KJvo zT9n_6&_7o*1_#e?YIw2@!RCdRvvB4ZN?DW`fkhb@2-)mO*Z7aP+Ozy_B+1qx2p#SGIr`65)RM*^$9V@+-U-aQK9&wTNbcJQ=L{hA>q7=Yr zWO=3=0D_C>UuxRj1knZj=~6)5me+XdJ_~Xg6zDGYMQ8%v@l>H_M&gVu*`XBh5l&Kd z<5~S7kLJ3~%q*6DOFLN*I(BmN@9C1`Nqt#{2>@Ib4$lbSP|=nf7RoJevY~_14_D&5|~h_%zk_cBKn(p>7c$?gics zsuVJ4d;;#aVsjdCUPsb+)l1{Kz*6_^r`&t+pyKmq^#6X~Ul5Nnqi^9gul*M08lQvP z@2s)h^kQExu6Mb&s1;Nh-5ec%8)hahB&M3Zpng^~M8(2Pi1#;jo(LkKqxCOw;2nWW zt`gq7f!i&ji)>NFPjY$zJ%%C++WZU39eHD8V=4aue_>SKqIp&O*&EfW{}fB-KCzrw zaW8D)ETo#@D5sNNiwpNwZX*fmGcvj`JM=Ovy!yxX9oL%@b(L^g?(I6q&Vcg5YpbRh z5}?uiNR3z93ab0>&O4{QJq2SkUZ8M4ol%q^{nBEX=ds zdwxUaTp`!l^q`*-JHOUSfq)Y(o&Bh>7ZMMKNb!-GI8 zVq$N&o6o+h1A=#6Y!6y`!Bevk*oLhw`*QnL9|(-d8)Q*aa>**0Gt3lDQPo7M?p_-=vB)<@hh@e-<6I9pC&KZJK+{qT8#Qup^^t+v4j8Z3>a#_+8^ zXvcD0CstQnImtl=op}}_2)+;(@tVZ$as?i{Nz{NAaNfrq{ z-kqJD;AD`>oU=BCy?FAmRT z8~2A=0x(b@4U*oytC1)Lald)vW!xiaXm2q@#&@+-bQrHv=M)?*z`};l z_YG{zFaui@&VYFlG$WwbUmSoTP|t`2Xncv8!2yPh8(|7iHAwR6i<9^YiOg5zy^^au zPrZtI!=G;+QaQe?bhcnSoJ{jmo0r;74e&`;`P3yd?lJE_zyjrWT~DmGHMG@~la)g+ zAoSs|gTTE`Rsb+QE!V3@S40%NprZ&%0#GWCui&-OtlYf;#!~AI7Lc(*PesxB!q_oM zdr*#DYT-w%xg980x|YRV<22FYTKyn2o zo&p{4&fOCwQL#4}uypoYS=nHY$KNgF*RQSF@-(N~afKW?d=m0aEP`7l?rV-(xI`Hx z$l-=%0vBU!j4LpFo<5RJql5h?Qw4=h@z<|#fzRDdtKkxbjeQK-(6F%Y0{DPV4-X>k zyYTnQ=RppaD0nOMB2bbIBPq(nv9NM`NY$vz$V?)7>giXWK?v3W-`tT@EzF*Mp!4G) zZ&q+H(7uq_bO#1R#Y*KXQy;^_;& z`1VdCh9?@owC%z^s)+Q;GA)qaaGo~@8R^?|RF)mK`ylu4#5^xZB|L1-w}M>aNVa*_ z&-j~0Y(PHZDK+x%Bv|te3^rFA^$t$zL5@}9bz^dNUfwY^P!b=nm@xmX@8gT9xUZ5G zL9-=|Xtv&Dq|%nV+`Q%708gwW$6t^3+L~8DUXG573(qF~ao78k>6I!-;^6I2`~4L; z#(8LI#P$9oay*J2(am!$d^@0VG6E%X7(JOv>=TB72%Om=z-5u*f>TJI2MS*`BtFm0 z&2nj4-%_Gle^giLzHjTg0r&Z(r{6|?a1@Z)SmRnyQ~lo$K2ex!AB&1^R4)WoA&K^L zU0jrBqq1>xYBb)Oyg${lY2s`slp1>tBu}w-!O1IvVCySMqmV%ta5XjeXwlVk3i^o?e z;FvTq$;A5iAb7;^G-HuD+D>(a+rW70E9^Y(i>IdVMC`{BQm?d1Jd|WeOr%j#1c0Q8 zgd`0q<{pPO;ybyy9RdYxm8NL2SamkOUN4r{fsr2qc6=H=Q4K#(p~jR$0Oy0qiV&|1 zl-6*e?HUMT;bH0vQ=nvmDf1rJFB;0o?n#Jr6HF`k{+w2u^x=HLf(1qMB_oaqGV$ms zF?5iTiqG3I=1IX;3F+suXB3fA@Q2%J^nfZ6;e-%jsxuJ+o`d$&C=XZ?kYpqXHdq!5 zf+Bp&8^i@2r%_)`QPD_yUM12zPz6+rYIfv4%kf=k_??F=49pJ_qoe2675;|xH5ZV1 zo=hIgKRyeALMSfxVWYqeFsi{@usxC*+O?3lWDy#UMfYYelKT;G`WF9R^{*?wd1sRA zIvxx>cwz#&-D80 z(|`qo5^)bMdV#KCw>%?MyFH}K_MK1l&-{s}=fWW`zrVN(^^5;z7wX8nv`H&J$7evJ z8pOH5fO#-cdo%t1*44$p#}f(Rcx8RukQI$Ufvw*M6rr8qVh)7 z^u?iPOL=$zeoGKqmr#PlcH$IT!q2{9{~PznCAVB%Tiev@pT3WLt<()6r5kBOn*6q` zSH#55F1xr5(P`{I_z?CPqw?c8v~(L|Ri2PduP!x$zvVoZv~2dw%%YYq;3Fr1uy8x*-foduA3Q$QTR?v^hEVw8FjqB@kgI zuv*-obON{=1%ZDJD|p8uhOfJ=#Bv@kd%L5w}}-_Jg`AZiiU zDer(PeJDp2K$2JVFz~8f56z+Rf7&t1G_;@H3uC#G@SnmR`#Cfr@|f+zbOhV=pnk%C z8kZt^J1DP8beq7kYba{NR?BhVzktKJTrbXhYtftWEx^lTUg^X$^evQ2G~{ZPBki0) zoh!Uu=<>)i7XUMc@Z-v&DEk)(%<_-_3K9`e4h_0~YV`M+4#o@()ve1&QF{p^=Bz{V zsv8e+7KEr@C77C#b;{U<0gQ-r)Zv~}`w!T0?j|%EMMI-eM~TdtiVkM6>x63xxw`VJ|u59G#?x<@gL{|5s)N3QPXcHc_-^v!o6 zIOSdunU$-=XB%=!#lN=aIoEHG5Q9evY@2b?yx6jtiHRwSNPK<97>TE*c}e;| ztL24={aW@9 zw?$cq-G8;Vw_32r!y2Ic?;5yc_BMcL@!)@4#H$4P;1V;(o}X?A2HM@C$k)XSpQ%m% zVOp7;oE-0@9Cnq7DW{~{min*U40%P^)KuJD@Kkb9kw{P?cx_Z?(eng%h4G4jOSzij z$?|@bs{6-tv{89oG9bQo|8-HBQSNIIEUmi#J`6$RAMHq*=gu6M&^^>YB6JfnfRA zJ9wRj@C{R`hRunJI;^Ak4^A8|78YUzVARlz<2PF)raHA8{X{D=zy|)jnb0STiwlRw z29l-0^*}M=`ES~HPfy0sFjcNzV|*k&Aus|GyQZch1sOh>r)o^a%ag|*fX8?Bj4SvZ zfxYki`xy)kVtZ!c*opr+<0WgTS79m>?SFfJc>Xei}fNB~LuSh=kBIw+ePPq~i%ks`#FCsc~;oG{L7u1se zp0vk^fFU>0=q*Y`7auY59Y6Xl@aGZWLJSLk##1@L{f#6+B)f|%j4|@`#y8PKL_U!VFdkdF9yNxbQl+n zDcp&kVH(kvuUh-ylfhl}T&nlPo$J~8t06y?p=;*O`<+5eHgJ^nF(#>qAtJ#n;PzT~ zU2;V@uL3eGjQQ9e?EUvQI@jN0>J@is&m0#YKxPXWZqImP4#y}-@n}ldRt#Ir{0azw z)8Uiw%qA0tBjchj@Ymyr2rB?*Qf7>5=!d5S{a*!&<-Q7ZO77iQDrINL z4%M0P#05Zgr8+}2J?33J8=zty+&B!-v%3nl5ln+W#)1Bt>(cYHR&QP8p{5MT#;DqX z3;*uN*$1{kY`C;%Ab01db{&)ybN9?q$np|He*!&FN2$F-MN>|A5)Ky3X+hGnv z41j%#)itA1XSmJ8PM@Qp>b@kV&YHd`c>l}!Ggs~WWT1~@qHy?0k=DwJCd;MHTb?8T zt~6DkOOyVNy81Bm7D@Tlq zK6r-)CQe#SC+Sb%jeD~in!SBbDin0b2_8)L5Ao0_Q>aIV-*qOQ!v04CEp|uAVG4Zw zU*BhB%=e5+4`O|d6i^aWl1xAA^Je9_BPMMub)_2L&*qEtG(_>3s$>?XDtY(OKN7NZ zlR|tbHnawL;+g>`#svqzW9fliCgV-;MH!f2 zs=yuhU;kyRFGfXWkDK;$UI_Sx=NRH4ub+*Z5qaKBJ~=+Ehb%?%ltbO7sVUiV4t=$WephE6ylI@fqW>8ErKrNXx;?p3 z|6k8A@}2%DpyYmGT5OCprU?X7sks+;CMf=ogKygvYasskF=Ng+3_{5GD$e7pFBo{}COL{} zToRRY1HsSy{FS?qoNVI6QhY?NX6B)0t4SFBC<$M)j7s@~;EQZ7#Pjaap|KLy#7k#Y zBpVu!ipvf%e#uZudwG88p9RZXO^Wqu$~e{j8X>Gx1kLi3Y~M-GT&W3#>K2pnSHrDQ z-zmxNw_sCLLZVC`o0;X;-Gy4v>3{Uba8YS_Yy!a^#x({Jcm%vf-5lZLvPevqh_o0y zF!_1a*-phzzgHJDT{(6rvSBx+1 zko$7&jJ%`fd`ST})RiAttu*zh!X-WUM|CX41AWH_nL0dN02p?wXG59z40ZNM0nc9k z%VF|B?vR{1G9coL6mNQA*B#ryR4__K)6=^df$at;od$!@q5GusKs=#?@NBGnvfw~S!o&==MiepE>Q#6*5&yV@+p1v03A*!wIgLedIqm{}LO%l_L1~TVJ~q68*YvRox9d2KcxL znP&*Ie)h%f)_9N5R{x+EcQl5d=eItwCZ0Nnr1zToX$A)GMP z;qg5f8#!3mrLx@b_d~4jpmjdk@Q&S;rR|)|ETw=!{_SlFQ=Y2txdvAWj#mkQGhx0s zMBDrPI}JH8>{!vKwdUj^;j12t>Q7S|=#GlQ!SY7RZJv(8_p)pE8ZW63HQ?RkVbpl| zV9C9rA{qBy5uN2pa@YyX$?4FapKpF{p&;u&Rf;tw{)pvAK@QW*;48ftSbq-Vd_ts?Q`q!q%wVy9Jie53T7R0t#h)6xbw|Qn=GmFP!HbQWRu76y3$7Sun9DzOb1JniQ(Ak| zs7_Bu*8mGlczAmD_Qjr>_V{}!U)Kn?Tw477lF7e~d3y`#=1z5By&jui>v2h9fUD>s z>`9Cvc^=H7WFl{6_H@#Whw)A{$l9N4;c)Hc<-T|8l$hH=*~ydeOlf^uX8cO|n_R4a zj|hmLd;R9t#HL=uFGSi)6lh zI~yb(!NM7n%@zrd-zNMfQZV(f^`Ii=lJs_j7mKU8g{=sp<^V7a zXYlgxr>%gBPk|XRdf7FW58t#(UwYT7)yIw><@tAYQI?p2fiRV^>LMPDf#4ju7!&I9 z<)evUOen3_v1NFma+{O0<@uY;vyt6DPfZq#a9@_9x6dkj?x^Tch#I`+L`h5d2Is`= z6La~MAu2&_6M4_?cmLj@s8Q{rNKPsu^9H4=df)uIA2p#ASKBkgiLB=h?hEIIh!X8> z_4OGW`eF@);aA0ub^L=JO?`c3b&iSORYDxJPHeRMK_xGzo%8aobzv*QDyluTAaxIp zr7rn)*HE?zKE+2>*osk;sWn;db)wuJnqog{+#eaBNVg@FLg~(*7orPdIsPMt!7&>) z?wFK;Z&8zz)I7pCSO`fW_>8jS&v?Cb+A9lKpI5$J%Xds~p?BiOlI9K*QMOmn`B7t@ zNBdO|ww;%knmRCcUWhix=6LCAZUx4Xc^rH1^Oe@Lu|nvl2sL@tHy4W7CwULm@~13= zbYhjv>* zzny=cGc~7)L}br4F)HnDB^ndz>!-u>H;8Y-9LtU4&$#=gd{_)0Kjm7@=eoKYwPIXU>b3)w@-4T^>%CcLd&85{G-DSkdHzUXotV&1ed z@A!Ceu+;oHsi~f=(m{29m4}B35BZtc2M>wE$%#Iz55QYb!InZC233vioL;ZEn!5Le zdDg|1yptPAp=5>Q1!^=eE$Jn!F!|pKcB^lx6f>%W5)M_}tH9VJI;A?KmT%T&I(Bdm z8jP6G^lqgQ67xRE|DtVJKOAe2Kh&n>gZ0H6!lM2wLUZ*fi}OP;i8 z?fp%`N#q@wF4n8H<4{(9E6ezaseI>J0K=h_CuT9RY7&ARbF;UgV%7->YruhUdGl9m zG~OM4wDi%>@53lZgF&VpAGi-wI*Tn8!R#>`A_e}`jA<`7PoF) z?5L|dY2a(};K7o#?;B^=rI%B_SNqh*-_5&eIRu2geN8RtO&MlfdA>DS}oc!E+0stG!`d^ht*?3DK(T0$idg7O*B5f(~T1AUbd$$ z4qu;<2$8Lgy&@5o32TW!QsdzL012zSDk8!-Qq;k)8|rev0<-EIy{ZXSv#buYmcEo1 zMSyhdg9HA@z~|M@zR#G3>`CHc}>gW2U)H)BGvG(Rcg{fVAv^D9L7-lcpvPX;|L{hkzxQmEZ)mhD(b zLF4l75%*7Z#KzXd!<46LeUC-`QJn7LV{dOoQuHJLI&j0O33tTM!;xjJLvYRxj%9s? zZZe1kmeJ5jCUEj~l)7MCoQK1)^@zGb+Y+g)CaH1;9HP(f>psX9Sy{RH70hwvnhr8B8?Ja zU%$x0bSCg;d8Ni0A7%mC;YSu;-7g;a4<^~(Q3)R!zX0al=y(yihqpOH()+mA->g{K zb6khLQ6sf*k%Ciad9scDGW~|yZT;h397>_0o&+|mZfD-;E}_yK87b|m8DS75KE94C z`hANcmEgljedmp#Xs{`$;8ok#*iHVla!FaxE<$^*GUO zZODqN^(sNPk_NHB{hQ!a&#hZ^0*<@>g@r=H+@&i_LGj01{JwNg(l<}`qwx!3SOpiU z734veh>Atzy{OWjo$YqzX0S}p|MK~>l8mfMf=8*ucv=xp@S-VJ-pRj?Z4mYg%D1Hq zO3KlErT=p=r@d-fJyQl0ot|X8K=J&#G9NQPZWK%=jWRNZ-Zh2gUP%Wk6=eg;&dotw z4>^oRI11=f%Q{3y@73WstjeVc6phxuF>pc`4L`oc&gmOzoK93!6wv@HrSW5;Oe^iC z=lvh1E~E$4#`*Z{A5i=(Dn5&eaCWv7@KVnnf80W4g=<-!{9aOp&YHFqZ&Z9qOjR%C z_E}3adq1jr-qEb8B4LPP0(g0LB=?>$#$F+||B_+F7gj|~qUa zYqhMg=`~8O(zYL4r9V=9yrTw@;qo=h^ph=1ODoCOx*11Z@*QQ>$SYm3{)@mwqjwJ4 z;+o}_XN8>awR;zcqkGUvzV+;7CVrEGtLUVDLqeIXFyrSv8pB=eFtdhGw)gM_{&M7+MfLeN64Y+ zrSkqjdb(lxdvRCOA@ZH#8?rtO(+%{Us|hSMt7V7dHKTU3lD_ZPwK$|uPU{O_zb1Km zL(VIye^1W7cnTYPPW)H~$;>$%?8L>DGa7G^-xm{0mK2L_39HpP4Bu(&^>KfI+uH^c z7{47p5$e1evAyVvn@?#n?VO^pW`Gn!_s}G;n19kFyeU6?AO}HY7n73&7R|AH+Svj_ zXqfct+D#x_y1E}+5;`$nOQm_z_%O)4F}L!=fd1xdYG%-30$mHs+R8fF|cYAUsj>pk#d#JKnA_wR#XPYed+8M+a)Wvky=)#=m}cOSuftp zu}`c+@G~>-x(7m{$-^&|VFB=!R|tH5u-fPE3$M)pE}BT>P#TjbjAEs2X||914RM(u z#AVzDesGUp#LyBl>N+_pe$2P-9pv>r&);^eI+v){B#Q!oJrKVWj&LF=c9fNrfN-7i z=nHvDMxH6D`a5fCf`}5_MavTt^M)+`Ph-0Nr!l`OhlG_p)u;rXb-H3Xv=33Kb`C%T zZ>_MqZIlAMU>6n)3fm@iZsz#S_b8Q zu$u5*S_<_eschj3rl}JEQb&5rpolGZ^V7F)A6{5~s>^EtBSOw8`-Og?jZsi*(U_2R zu-zotFp3ySA+5yAV<%$-O0n%0Id5U%vhxF4Rs%fF#bAT#kldUGaMaK(V>yCQj!0l{Q}q;wC!5QI6r@~@0OH;LOYPU zMnpz3)}7x;(K0I)m&|?ryOly@?o;C-o#pHqq+p@X-T_eBKzLyFR7Z#AkaR6GIT;NE zfh0mWHjHD)-C^fN;4Co{6RQDs3<o(gbUrC5 zCb{+eb)*^bCWf!hU>W@*%i|=0&!TK6k93}Fh+2pX$>CBOVu(!|mz*H!Tm;u^u0OK(qa17y|G>gz95i9D^j98eEJDidNe z_qoB&#wK;ntxH~7x(V2gFBRfmL{iA$$)R{r7Bv7*d|o_Qa~N4mSh4I>0ff2&z+wum zD%WTbN5YgUIdAv0dTZe=Rq}7oXUQa+F!GR$O+AQC`tY6Z2vM#*J(F6#ur`te2YKZ;c8k+f>A-d>aH64Ip?ILk_35+Kr|KbhZKMX4u;7)%rifl{k>H;iyd*WQk(Hm2!oBFWg zI%OCZS=R3rx*`+4Lgf#W`C2gU&$%`MgFqJUj{X#Ro3eNUGeeFwd!d% zVI&3lsi%%9t!d?KVh(Ytsy%$uEG1#303oHLAA2e1s>-PB?k)o1y_6JY2nc2zHc%=t zx(C$~>NK^t15MX9P+gL*TOKJkpDW9|f$U6*@u|JE*PhTWzhYQ`IYVC6pR_}?xfD>; z(gJp96)_;6^J~c2w=(TFdYVM~Jt`DkOSN{&ez=HhB(d`nJ`u~(+_K!Psub$AT6*uU z_pw>^bX(U@QL)_`^YyK~8f!o7=;h^g_n8#CTUA1B0Ml~?)JxG(co6C^FYw2Y9}|J0 zB}p_%RqS^aI-q5vH@8p2|47UpSN8OMn7iygk8wVU?>$FX0;jZ?$cBi(Y9*Dfd$dEh z1yD|;In0HO%Y4(ryCWt;Qk+t+=wy}gLW}#zA#~<#O&}uXMX&s8jo(ZuPj2q^dpqw) zq25Jr)b3~L?KeN-aDi4aMH)s+F_9i%-m@6{hOwiE*FPh*ni3hf1B-AWlEbo9u(P|N zR6mf$0LIl4POVE`kabP$V8MaJUUCY@6A|aK(!@lq1$SUx6!R-udDm{)4;>s5dYZFnpI1*z@pR;l~YR!ghPF9bKdxN-8VS z_me$6zvVeHA~G7CkL1Pot>w5Nr93N!(Z+gAlGV zA;NUhl2Q*B8rV77`F}$|>(UXrpm4u+*nO;5m)YrU;9g4A;UjECX9oU4)| zJBp(1=Heaq(Ho~RIX$a8Dk?F9ah^AUl*!M}?*IstFykOVAwAR89fmP4q zhX=r!MN~Dt3m56PvvzQBfT51`I7xJd>XSiJ2>4a+AN?v2Mc4mC%cC$%u~SOa@IKUW zgG#QVfPv?(LKQ}D`RN~(>aL7NEtoz1QIb=s3*pZROXT3qWv;{N0W*W{+5iFrZS;nn zlQCO1vXEc8Yas3G2Op^z4J2mRZEI6gQ+R5EY>095p?a=#XA+6RJL8;Ei7Ljm8E{y@ zRU;+MRQP(7eTWgEFRO&Mxo5zE(}{3&bPUcf5fl(;6W%p3(yObh3szufX2$Pbd<_)E zeUn!2A6f0wS?a%71`nyNO^k?t0{GU5>W8bK4)=Lxb{0r7^PSdbBAB3^iDi#vzgex4 zb9+2InQmx#=jDqL;qp&Q30_`I@#!#9;UOMIq?T}@CC?h{ zV!Z1{Kaj}o&;UVJBQ}O*`5P{VZ6Br?R%{FyW5z`NIFulIUFdkX=<1&%fJ0?qXJ3Sg z3~|Yn7|!2dEjCux02dcORyvPUPHP>K^n_`Lk!LWTkSHz0cSd!WP*9xd488zvIsZ3^ z*l!v4ymFg!7a6XNJ6!I+B~9L5{)6&>{KJ-s_s)gYU-UedEyDd@s-tQ2&0nvyhY8yA zky!9Xg_O+O?V`o~t>}#g<>GnfLu@8$y}Natrs+EZMFW1+&i~09IBbd@M7}U~E+77> z(B08-A>&ll-Xyyi&6UfS`M|DYy6zThZ-<^cV_rQH|p@;MRL2zOtx%k;05K#GW6QA85r) zl?HL&C9&TkUHjrdve`$=+NoN!{Z zbuUUk7~zG;=G#!uef_A622E@~)Yr%K{ym86?G(%Wp?JS+>7TEPHwc;8+0UIi0rNb7 z_ST(}e>7Z87w^yrTt6U!(b5{cAW69lQdD{rU_<}}C>C8CC_a;H9+R_4ZpK2(HBtzz$1-UZ3U+$>efPYu=;!U3U~%z^FBR7* zi0?i}6FI`bC^3=k1QzKUuIW&^5S!*&Ss!R{WO2;baDQZaplkiSQ0Ve_00G{}2gLPW z?V@%ShAg%ZR>h?x4rI=78bnoAd(!3R*w^1V9Jnm|>s{REyZA7^#P>M*fSHU5Q&l)^ zw^zS6O2@+-QZikKB=-?xF_&Ll33xP1{(5_87|WvpbDbwd=4WO&qvxcCJ0Zr=X`j5gQ8R- zMR6+1Sqi5EIk>p#+n!u5A9B0PKU7zGXP|c08<_U`7PBn@5K6e#1-r#ntt8mO zCt3Sci_ys-wfsk3sKA%9_u~D$JOd`lzwfRf#4o5G0J_&7%CYVgIL z>+mn%%M@8x9t(V$KpM?RkJO3>CqW+KGAIo)(NNvrAn00#4q@+IkLpJy(4B_y-EF^O zY^3n$hm^Mhvmf(eG*L2AAVvn<#5BcI;mi1e@|UCQpOr!cu8uJ3Wzv zxNYz&8{iWtF)~~FZb|O#id;9dM3}{8Cn8!yQYQz@5GbJ$l701`Y9S<>9_{v~uC9<` zgQ6=RTHzO$1w-X}wz>E2SFnmOSdVxT8`Gh^;IDQ4@xXZ$$MT2Ha2h(dL z_C6S6aD4VoMw&hrF*@uG-pjDLhxi!ujIC{TiABi-lNzXNBIdRBOaEkMvF{ zV*d%6Mwn50Ebh!*T$t!Z#TLn|xXHXb*^^M@qqdpP<&qs&P#dQ`olvq*((X$NpH3+; zLcFj3FrftB$2XFUG^2ig``KzlPR_)TE#+H*nGaIeK79PBO#R7fvUw>1qO;=se6AUV z!NEbggi6yvp2>6tF3fz27tWNBxT*gsg=(}q5`1prph^GCtQ2BNdA9>Wzp45le;3{!^KCd>@~v$P zJ!^?ra9piFcl&|b>{4uO=>X@78biEVw?7%aJIn6JAGf7tQU4?y(_5MW>|ua1N0F10 zUmL+@E1Tn-#4fX6d`oEoL!)k-bATqb8u#ePNZ!n%^=2Dl`zew@*yVGXIU}#S>?Qh1_?$=W!ElNn%Zk`7R@6IIqTtN)* zZ@{!BGzHU}|A{v_1w~DjN|(CJq`{#ewCFmf!@JN zWR2w`AhR_q)^hv`-NqoZVM_9f72YtJmCfZVyW28;_elmuOtz13A*-}>8^#Rk0Hq!Z zSyocw;7Yu=>3&!|Qx!Cg(Jhe716vYYjM#FiJT=Uj$b2L-7pGR7&Z$kj^q7DRj zLEw9YWy>AMM(&Hc`s?~lWpq?cuWNNQG_E+cI&{`nqChSN8Fa0Lp+gb#<;f()3K6{O z+0DjheR~0g(JC+)i}*Ia%%c8@mJ-*jd|6@=yZVs@Q1XwRq<-McpfFqyv#Jq$)i74X zzmAyynH4(zE()nt4A-u?Ld+XPf21;+7y<+JG}O{fsMt5wpltUJL5~!qz}T7X&dAD( zPW@YvQJeFZq@ztaC>_3He;IslaJw2=2Bxhz@8K;o3I-m=<*6-GL6~Uq7(ukRzv!+; zeg5ETA4ezBx{_yOn6G?&4(U_xMng{Nr)%S_o3Yb4orLY2HUJo~ltM=RM zD??%Cp(Ao|d>H~8oZ~`7KTlyH6HIdZ^$Y+jP={ocPD21+=nM*l5^ns-NVf7_{@L?ODI9B8;?CK!8!SSSGJBgVqpBeY!K;&>$Wb9-_ z-PWaLP&FJbU&*Sr>V6!~FD&SmT1|4b-{#tWH$7K}VM2bUi#EgGM=X7Yc2R$7T+jsn zE8`%#cfGv${ZN)}D&Yzd;(@2<{2?<9{-&54ObYbX<)=2~n1f6Yb!cjquvz?Amy<2y z1>_)mi-?h_id)vX+;&yvIh#`ATjnbtHAxS2UfB%U_GVCjf|y_ld$uQANoX`gmJN>v z(h30+w8KCVK<69q~-)_oT1 z^Q71b1E0%i^CBzr*<2kF)cgI@`ooI8=?i{eK1)!U&&J(B3Qi1;9N10Ojo&$4GuYLa zfI!J9@K1(SSKsOIYDna_EEvkT|@LHaq`ZqZIMesl0pzifj- zxqJ1ALN(g+hfdf>7Q8nzD~PdWIayR5%ZU5o{%NnPYs4#@(oPB?E`B9CbkfE0b5&Hr z?pjr@&f3Okx6kQ@(s%CcfKQ>Qr&o2LpUHT+xTr{iXlh|WwIUc;;twGfRR?lTV1GFO zzp>;A#az`?wM zw@o%Dm{!chx%4$6{4d z(w$pozCC}!5rgkB3(ulUV6IG(laVZK&2hQ4X=&rDhm~FrepY5DnrgQ3A#&(LYK@YW zwzR|ij-n^;4a<3(@C1z<0{@}*%mnQleQ${EWm~pJ4uyw*hJ`e7igE5&J_P&t#p=)2qye5Q4UvVVVDIxiOJnAd8T}|l^v1Re zaBr`GclR!&11tEr>h~(YbO@?2ibEK?&L%(O75~0zlEL{f_kTrOS=ER}xBd5ZkS^h# z*xcRJc1RKrS)n)bMU+ZN+*1g6a?{F8X3297xhev@Z!2$(L`@>l6e@T%4c#utgi3eYySWMs7>80HTRXvu3z?Y zgU-xTx6}JEv)t>c;=L6x<)U_pii12L_|!7&Ufyy7a_;>03n;EOKDwv*z|#B|QH`_( zUf1Te<*ptKd~P>o5tHr?i`UK^xO6}N{zmJD<$he{{sm%t35S&2#q)K8*58bi`pb_H z=hI`LWW*77Oi(2^U+_{SwD)#(tpd?>u1*;bBO{~DcNk^C^g@|7{P-YGIThx%Cw`#G zGJfGX*K&5>pV@NPcmL!f!K=vp{;1TBKUn1TR_V9QS6I6?d(QvAGB^|w1Y?_=ei;%( zwyakj?pDDZ0?eq#R17kjitjPlyO3{!i{*4qcC@6&zj@Edw(Q*X>#s9uBrlP!f5PGI zysM3LPBlQR*qE1=(T|C3-7qBKLXc7h+XTN2}Ao_zbcA zzyO4Iw=m%yAkk?oym7Gbj!_hd+Id0y8x)Oz*|;P`#$oCtgZdxZ_ewV}qlO0hgB4kyATAzgD!bpyfa~$@ohM zztT-_sN42452KOh;Kj>?h>5okU)9E$y%7^@@$*wo@PO<@tDWFTKQ`jh-#UC^hh4gL zQa@$*owrPE)KZ6SUUS51X!(-Is}>!3*SbqgbsxbvD`^Hg%k*-vE>y2i*!*Q z>E*%s53qp6s$D&rPO5e-#*{Ps%^QqmzDk8K+cYaSDw4j%9ucoR^Fco0&q_!gwqE}5 zaQIM--k;p$Qd!04u%u}I0w_E#&Bnxp(@*p|Z@iAjf5#7nlAs7@tuV)qFV*BWxH$6f z@sNU4w|j>wN)knHnL+J&Y4ZqR+-UH32~kv$jV+UYqwV^-Nta&%_fs@A6IDi8CR_QA z?xO7Q#XP+nfvOuTq$(DV?kqAJ=>h^`=hvCPaE!go8!>~dP$9l@4A*_FFy7a90unsT ze*V6DZh#cDjN-K1tmq(fOkUhJwHiqu?H~V4X@EDRIO!O^Ff^?POA4q?TEr@AW|9|M zudMP8n7HMT6VPrS3oajEYZD%tR0}m2+!&WJkkSJr%vGWGP3}WA>mT7oF`;r2=$`k9 zEaoqa@m)t$=LbQ)_l+$8D1eoR^Y{MF`{wfU+z4$mqB3D;Sqmb*a3aLbDq znA#ph*X9DZ&thHi`fF?7WmG{zKC}^rBY^%dfPJ)J^K+1&VefC~A>_J)?ui2Hb&iz< zvT)XN7=dXw$2w~6_2+aNz+l8|~etc{q zhxua9J1^k_Zt`17;<>sWwK<6DN$eej)6*-e0Jv3Ik`#k>X2e5k(b#>_2J;OcpI80D z7KiJ}qCM6$t*Sq?C@en)9#kxk>D}moOQ=A58;}pFSIAnbpkHM~B3<3+v)LYAn+%8( z00xSmno>950VL^3{IihJ0a&ZY$9f6+KfO90Mou3qbowPKOI_jEJWfSPq2fAKf`8j@ z_5h6P=_%sk2V!oAa6q2{FyMko5M#ul|5zN}z4hzp;P+!KQD9}J(8o6e7z(C9UH6&b z9F3ATB-pJ3>H~OU^nMM5U_to)KSu<5+U2qxX2j9B(5H9_LT>Vc|rfPD*>6V z&Kin}2T=aKf;|e=-aoBAUw=Z`5K>WL-V>!}Gc=qn_t4ZK@*|a_FXu;wsWqXA!gA!D zdu_tkj!r=0O#+5XHZw~ft{ot_pAvpEVo@F2oU{!L@Jh;T__G**aFg#N7AlPUIazt> zjzF2;{lB-(x7`bf7?wh16lPZ)p7$5OW!BCcQ*2|4q&kNcb}Y6`>OQ`!7ZrwEOwT+QZ;%i6bxeHlTJ26XBNgWYu$whg5IK25MYV!n zarsu)<_osrTHyu zU)~zI=Hfsoq;q9^>mU-XL$ENkkhz-mbJHhi1)v3_E9$nOdF7x-2UHN~xzds^0}IQk zR@7LpkMUWF2GrE?@B2KRRm8o0H%sZ1<_@|S8bh5&D_)kEr#l-LI|ggqV!uSK$hXyA zeX1=sM+zmaPfq^OjFD8=QDPhrP}f_SC{AOcj~lPLJa+!1eHWOKC|P88wMYP4XV@Enj|TyIjZ+04(C^LAhf{ zG(=|1x#f99MXGD>kfC2|_iIVU8>n~>=JK0GuHgSQ3*T2(=H=7V%1&e5IerYEpiS=q zm<3;T7U$a-0QoXL-^ogBJ%=Xj`&A#W6cIqZjdFYCdguWUoAiF?c9J_!E0?Y5*j#_$ z-gdjYE{D6@6lo7Q*qYK#iXk$H4DpZ`2%{K;X;A7UNp2OSD_|fOkKS4Kws-fSjDJq3 zU{eBeuQN5^-!>ijw~Qi(@e!BUa0zH#k7f3%n?|L&DgHt+r@08WK~!Av;+xy)RE2N1 z%>n&)++qh7 z=kdeLi*22UKwPnMwZfn4Wbg%n!vPI<9ao1^`?B$};E2OsVwKA+B1#LxsuJk8m#L|R zAsjN4ez;t)Yv-^o)u|X_z;RhdR#sf(3?Xq`$v%+soz7C3S7UbW#XAC$;E_}PXB9+w zR!@5YwpXGqR6Au^Z*K0a+_l}wO#IAiF+a6<)xF|J9dxLWKnAwEc&;LKXMq5IWZxD& z**DXj^}k=>9kNz{G*%DKt$@>g6u6>bTK-rZQJyjkoLr=I1Oq2e6oh`Jmg-9_cOoi# zcZGM(Bb`G4*~23lGJuvrxnbZ7_ZHs1CF%&I(?!anNH>Sbz65J6mWXY)Iv#}t%!+g; zJ>33=bF{`41HI`kWP3Bw(X?6?CtsW%rn1n`N!W8I-fYMO%vo+a+nX$N-(DS(+{S~o zbP=T6^<^2bUn{%4+}x=Bip30uh1DC(rVD)b1K3z`f6b(*-3!Z7B5>$suK#uDm3ozQ z1kFdT=weIC6j`2OTu_p~GE%_Q(yNzSCA{YJBE_e6zpa)zZ!y-jXsLntw`S=|sPAf) zUY#YrH=O?G#Y&1D;g52tKb@aBhxoK!f8Po%zN2S#KJ)?YY_Ozs@Npxc#YLXbnEYD% zGjjzQHzg8z6pQrEcI|9N)r%7EG^Ey6-W2XN0~|u1fRUY^kM0Lt0P~hXNnX5k5b95d z)p*<|)Ofde5tV_OT#qcXhsMX(G)S${FV^VwpNB>z-fc)NK83ZD()%-fTchkyT$(Vi z3nkeMx3#SxXV=BU`mf2a|CzCUah|!Ju2#z>loT`yyfp5Dj}b90@g6{Gl}NxM%L8@? z+rH%oPCxC(EzrYDBZn3JX1`-NJy`w%cs)Mm{VC0ohU@$JkPs#eXlYKiYBmYYFfh2c_FRjrOM`lW9&uL!Wa920yqKl6f_!ay}%rhQJ3(--HAN zuiYq@qwUZDl61xticz|ccn-7kt@o0AA)}Z__}Aj))kfs7Jyk5tsT7{ybc%COs!Fr1 zy#Px;`^r1IYUfxZyL26~AWaRBvLCXUx%KO}wq}u$`j~n1Q@Bah+{Bo2gR7X>$IxQ- z519k=c8fybFw*WGKNt$`w*jmVOsXrAOB@;jD;WLk{{5T0<*=SYa#wE^^(sfc#+v?D z0%bjIDo5h>DH2!L%A|9?#QbNG&cwOBWiZ*t3sE6ZQ&}MvLd0?T+3!i1<0-r5_2ZE{ zQqcW5wCx4|0Wc1j95mv%11>J_xJ{aKSe-TzwQ2jdNts9BhEoB8`Nj@HV87~+(TN-( z;esqX%yw&e=noyr{S$J1uuoT4!1e%|M)MIzm|U6prc|d4B&am!BCGb^Pc0WB<4R8E z?Rm8Fv^$8j~}#7IbpPxhSvs97S%%r-na_4%&zoCTjuMX z6Mc@eZMARiqE$(pyu%@JOD8=NgfMi{YyBY^=7Ypzlf+kJ#RB_E55F^1Q!{F874*!F6nV zQS{p}NRVh$x;Rdes=h@)mF=8N=W57WbuG_O4E^*C>1e^_9bm%{4bwxcBH&NixkwtiG7)7dw&Mg z9exB>MvR&b4Al32#3)H@-f&Bl*`~SMY79)y)qR+6Gu;WZ!Yazjw7}WnVzR929&%NG zoHUcq&M4xZz$}}2wt|IFD0kSIT_xqDhr?fwy;1q_v#WE2Sv6Jg2PlcZbzgef)7>3j zg6os5Bwl@_V=njW$K$l zLxLO(jVvD97$lsj(rnUGRbCr|$mb5WDB!mKglIv*2R}QK2v|l?mCzuN5&ogJ!uq!x zdu;Jxp{+5RT3z*dY5IF3Q>Ewgdj|wXZAZ|tC}n*84n=XX?NbsL4%TxOD$i3ph^}!j z&&*O(&E>tDP4trZ-O4Pm{_~t__CuZZ-*LaI);gDqhl%$&u>SmVD2ct9nb|M`NS(zm5WDpH6C)JH~pzu3jwd_>{Q>I8(2ytvX@fU*c3JMsk5_I=+npZ{3L^UKRM&Z z_r(r;W+@(Hfl81M7%|DgG~Y#7W%T>+dg2Rz@h>ko7!p^FR)jPLIg@aj`Yp4VXEBgW z8=t#>?E!EkRJjAfzVu76`Qfh^bL!2#)y!Gr!!6&6jOoyENl9@L0<0h2>a3uRYJCG_ zU{?%y%_}Olw#{vuatt~>rU2@jHi`a!h${Xhg96VF*EM1BTZ22hk-#otPSprp4~2#E zznep_Jn&4EPyA`lkD5par>_%&byA^7TEv3QulW_H4Tp^!qV|goKR@OiVVHQMPo%t5 zZX>XbdRNkL;-xKUzIdl?#;~w3$Q8w3!0J5xR}FL48@sxm7B|{;XO+Y5Yx^pVKZ7J25F z4#uM4UV-f^dPnK0SkWxmE5RjtQ`7vS%koi6(WacHMT7aaV%M>xj$27n%Z`#dEov0x zQ>=)Eg7fz12rsL3`tGszY=Nrg3Sa_QztKuktl!Km8?UaZDGWwH0!zyL@AH;2CQV8C zKfc~FEUPVQ7e+-zK}tmFl#~$ZR*;gA5(EiBM7q0C2`Om_K|o5nJCp|L?gjzr?r%H~ zd++x>*ZHoq|G6)H)?9PVIpQAoxQCTYO4^*Ivt$eQT|OdOi&XE@+jc%pYk3cfhB!yw z2-Wm-=UK~+eXOg4o2#rmXnIRKix7X=aKq5E%!4 zS3shq{?yoRf99S_L~LF7{Y&IG{`<>;69o5~yyJz|l3P6FDshSgnh>DUI}(3?5lwBn zy^*`Md~G^BG~Nv|p_oaE%fgobMFCazoR7V-(Z zXUU7K<4axgo#mcAGxcYDM*31|M{rX65; zUTFSy+*%4=FZE{^kF^>{DpI9(?oZ6DxfC>rnSfT0(sFD;hLw zm*UsGhEyU>jGs2xrh;Sz%4bj``Ddy4&}48MC?S-;`9sqYo%GRx!KJ%0n5`9VWfjL| zrXa7-vJ+Xl?d=tD_fA83{v4F+n$&es$Upx36W`pn4h}#LrWJ2{5pt8HB_dz-rm?KG zRx1XPPTlRx+t9uXP506Os9*F9`dDo3LE|Hqw^zL^8p_N6G(?U{(z9fubP#Q4ux&y0 zUo9``f1C9U+#oz+ear9{I`p(9AI}ZH+Dk`7C9OQc3V_G9{~LFJ$UraavEU_lw13Y+ zSK0n`Xi(YnwYe_oc`Py`%Oh7oyTxvDBo?~m{*CtCxOTfrtmvroGpps)r=R{%S(rha z2R*Yswx(ZcJ~ay3f1OPN1y1}BK#BE#xpMPnCPKra=MrFfDY9d0oObuzo|n9w^ew!JV)c__?oO5t(|uUp75rM z)N5;t<-m;p5uCT-^XsSEtxwSelCb1DE;8!S?~*z!iX3!ws?=!`v%DcS7Du1+ zz~KpWAT&#~dR;=1M&Q0kVWFcPXzI#u$%LL{%U{#bonfP$X_~ncrqJK~?)Re+uF)n3 zF@1g<--?0h1ErTQ5h*PfSCBa@sSA4OFIs*7Jg);FzJTXP3o!^|&d$FXj3T%2dy8oN z=SUZ8oVn9Ll^iP)L!uBui-~|Rwzm?5(7$&FHVP@QzIIj-{E|(fu6L{hRhp6Id;?cl1?2^5y&K{;IKTNL5Hg z>HGZ3^ehuugelX>s~i}NtgX0$LVe?3!?IIL+qS5pOn$m&@0+nG}g;@C}}*d zeXD$!igM*Xg+)zQuaz(&|BFLQMN7v%H$6luZ^F`j=dBh4mWp@)rHd zD(!Is>I$s)FyfEL7JIg?x7{K_GO_V?@=f3QYAN6d-+l+ElQ7l0qd48DU)&p6Hz<| zBRu*;y#Oz7IZP^e{}cOY$s(QFMLgt;LDEdBhcBe?X~(3rrMa(z-uS;08lNSlRs+-NgwKLO^a1E%`&~mr&^ccHfGIdET6SHfRVQ>>J!aa=sByi1L~3UsH@dkF~nm`oap5Z(EbvuY$f66&1(O z2!VOpWnV?jqf@`yd{e5&CFITL?+#Xr5#dl=?4~Axw!cIs3$xWVP2Abm5cJ;*Od1+3 z_XtovOa1q|iQ4wua+`t2Ae|cw3Jy(SD zb(E0(2-ekQj;q0`FnkaN7%En~M+U$7o~5KKakAwzJ6uAU3jH$a z7Z?b`;HR+meJZdLo;Tatz%yz^FheS(As>#IZ~``}%S?k@3u$>Xr&l^lzM43#Ki`ITaYE60SsS(T zyBM7%>4%9+j^~kCaoZ(V0*QK!k$#SvG#>+tkn4CitHw#Ae_TQ#f0O(ChI>3xMOv6{ zwb$@tVb{Wso}T8a89`#oH5f)9uiHT898el_)sxO+3d`+41o8VErzMgsU*wcyXb;Ml z&U4+!P{ZtSxP~iktYdq%jP`X-8X5cd35B7c@O#6+LOFN`SpFN?DCs0itK&J&+3!8Q z_~@g_d9)M>w7li|>l5D!RkQ?%GRIv?I!~nu_&CMLS&s=V6ir^Qzf(M(_WtRZ>{^l% za9smuKT1P?NbrHXR;5pAx=@fxL>Q~gM0I(gl3ruORTPv;P;LG9dFzPoNq%yBl z=e!PuC85U1A65UXeaHWhVcn}mm>rqEal&d{KGKEC`@>72JL)voa6uRWus)R(Bb z0iNiNj`|jSSY3&JpU`gq+}pfVS&MB!W^5Eg9{O;8)UBZ-1O)}>3J6aA^NDls5MWpo z-s*dchgV2dwX_sanw03s_UL_&f5Yu;U??{2f}-B$4b?q*m;A4aL0+G&H9WQ@K!3 zu$8hnNBd4r1TS@9=ap7w_^tMM*1r2|V75;1+&cbq*Q0mOYtiXhSlm{N22C~d-^2;C zijkKJldE#-wF17myWJ_IeyzG}QDFas7ybBi&Y^9nF!p_H>3G3Y;~+;DtY=2Kp`1P4 z^X8mAj}>Hg^QG{Z5(A$()@!iWG#&u9Fd#tzwlspyM-m2p?$Gn~<>6&4Bn^mMU+x>tWux# z9!%?jwy|v(IdPwsHb=dLId2dM|IjdT-lr%B494@35;HA%`QTyWw-rOV7y7WCv@*$w zP25=V+&^tK9@iPxo0N=lnU4J-9%RBpD@I4WSk33aT(dE?4Q)P5cH6t^^Qe!kDnPC>%tcxYllg#C7JIyCFE&LY*=p7hAo%W&HB zm66mE1>m>IhzGIBOvJr>{&{k^#Wn!;5$1YSQsDY#moGC6RuJ5|!(ld230z@+fB*IB ztYxq8u#tT zuU@?xqiykRZ2`@W0Jwqv$v(%>Px8Idvf!%cp2u8g&|V-45W&@YDwdL@k}dy!dDtgH zii7q*b4M{NK5@^ce=NFnd!<{wx%g zY{)p;PJYQrxt1F5 z8co7w*`7?pmF8 zUa4GM=;z40^bUboIQv;8d#_x}I^`rn=H^;LldgK=$5WdA;28v2W+sxZP}kjll{H4x zJsdK!^BlL+wvo;l(i5MG&GE*bGdp9yJZVjzv1{7siVU}A$ zU}$>`my?kAecX#9A#6}EoYGCh-1rGJbqk`Rv2aS<<}7(QKB+GlRm&7{IW>7eFKRwk zr|Z^S3tSl5nb~!0G}Ak1q`sdY&TvDpF4ph~}wUWZ2)A4oPL}laoFzP^8FxT?b8CW!OS2 zkr&?Dom|55sos5o{zE%ms?p?+pC8RsZ#Kr&*LM|Wwz+A@9yu~dXt^JAnG9{W z6GoB4Ok469OmUX#gPEBIzs^{my4HfourO+B>Zx}Y;C107UfMjDjZeAGxBmiWp3Pfz z`0#yL-JOshJ9gda8XB$Z>54ctLbt5Xa(+So37==wS6r?Xvo-PR)5c|CQxw$aMr;}{ z6@Ec59n{beE*=you!WpNcZ+h(JS;leko8`NOU*YPm!q9xlTpQ+&P}zZ<+@~Gh9$#yaJbk*l!Jj0{F*X46dJsSS=9&0apt6PSAD!lJX(Q-D(vIWv3Zj)l>_fig>aZ2N?P(Eb&a zliqoAYKNnWMPuFXJymKZlTC=5;O+{iZsRu6@@x#(^cgz-vQpQ(|5$8*CRG0;|4hmQ zt?F39W|AHHNz=P%VmCfoh;f7@%@TwUjYAVHs2bK=)2U>nSoJq!`XDDg=!|CEdjl?d4~NA%e#VmL%Q*9 zXJsul%FM`<;%;Wi%L`GB3vOK0)vK#}XmOHlV)ds`j#Ic&=6Ch7&J>QF;X3(eLd_#( zm}%gH^1@R>o?*#tC)OlQG$g&7)wKjN2KZig(tKjb(ehMJAjQdkSwQpf;U>^RKyOBc z4)4-~JJ+OAd+EblfBax5d&L|sRZvi1WN0|H{#-?c%V^-i&-HPK#jn@idt^nwZ+gQ9 z&4-F2UKluCv2JIFTF#pvI|Zl^9v+3PFRESFKwTO$RDvNutoWJk9U>gAdH5))jh3BQ ztdkLFsCiGOH(u98$HbgEI*N|f+BH>Fuq2!CP8s^mTY|TD3lc}%yVIKz^)7$95)QW) zdqYJMp4*?F?yp#v*A8H49zlbJ#(Dz`Z9@=4NCX`FY#4W|rK8wBo@L9MR_(qB(Hd+t zWRC`26G!JfW-{ju53{ex<+*#X;nXM2=p5mP9{*wN5+jVDG)-3EvHg9If`ev>IGW(;j-p$9T)$7nv8bJQY27dyI?iXoORvyEq|M&ldw}l*gSnn2vWK_2cJ#_! z9Mp3v7%sb$mX_ukQU?#-vV6h19}ZY*%{h2jv+;7}XM7q*+wtdr&-Ci6_9u=zfQk-X zwa}sS%{AX_Qt*W#=CvwKA*%)HWex=v9xg7>iup`E+|?yavH=5Tv$dXpyGd6}b^b$! zoREeQ)|53+e87%3O$0B|3S)zHb#>Bk#;q=UoW45Tv%CD$q3UoCT6=E0FTUlNxrRns z)R13U84EFHrl+Sf%iX+-ZQgn`<2oC_m3CbgX7fFIq?pvbv$H0_9NL0=`}VlvT56ml z16olXPv!1_Iyms`A3qW&cTV>wD{3BtI!^EkO~J5pFQ^rn*WIGXWG@}aQs=VY&<<+z zFDWW2({j&s*nUfPgnSapm3+md1aSc_6(#Ni8-lMvLw=?7I(Y{t7PD!O$3I^Fxp>(l zD#AGQ^5be@bEoxM7SIFR9n`}5-4Ntc>JcPpVoDkwv+{5Ze_@V#aKM(2cw!GM5S;6I zxq1y{6nSRl*DzC!x_$+gS79 zN#5MA3(VDNH$jV_T3uD#+WNA!8r~FW5XJU^!{}P!WQO-b?+qw{Z@70N27}8=Nc?eQ zl>8y0vgoWf%JWJZ1|DLp{{5DhXK}DGoxQII4Pc~Xe3o+(-uo&67DGU&)X9t0)jB|Q zlOB$iu9dI+_YSwvAHR}Uc!K2&M*;w$4SzzcNIg9gJT%)Is9HBsd%k~{Wf{ChN=HU% znqw1gbEkv(uhkI6jF_JPWV-}ua~fu?zoQ<>(A+-t0ERcP4j)Sx&V7Jp zIX*WEMC&IO*2QU`7<#TK(&@|@$KPVB(UntKS#VoaQStrmgU6prTS#rZ)QD+QQUiQS zDW;?_yd0iBl@2Y*p=VTdP@BR7V2Au<%rxH(h5}pe5tEU*bwm|nn8V-ZaQAR3+4nvKHRuq*ccIJyHddojY>Fzx0-+$j{8nL5Ib3 zV%CnwOYZ#WD9HnFwn|Y$3p60pLg0#2aFVn(C`~i^d0mdIe~bdzCgh+o;yw|VDW1J0 zell5D>r$lGiriLgy=(`xF%xQtyCn&VJc#1+oEV8NI9qIyHez<^%h>4rdefRizrs{*< zm0?iv@EOIiYl~zmqp}jX7C577G0dU&_{Uw!fN*k!FsbFt3EffwX-YVq62*Ry>}i(6 zo?auYxcVjm*OUB5Mh1-bZ9h1$-|x_GkDfQzwhH|$B_neRIuS$Jo-3H7{Mp6E4Z_C2O~%-uN*^)9-E+5z*1S0I%e;Nl$Ql1H97V!n_Yb z%e5Wz3;(nBGC3sfvVipo_o$7B95;bQ%u4(HXZP@FaTfYaf85VhjYYle4n=*hYe&(~ zI`FA*@poGWd5C+RW%mYmrz1m}MS4eCia_4h9pKT0yCM(pQ9!?`i$}9WhPt&JE8-$>iO)k4BR{a^R_oyrLvLHRqhkGXpnc2Jka) zQv4z|HUhjF0W2%i?bz~-a=<5vz4O;6Cf|6NZP0S;=O3~!-&0Z`_a(Be5a8o;0@7yo zSK+&GikWe~pM(`0ECy>Ys;$5M;#} zgrk2aYlI#?v}pcJ(Km`iMC1fl+XbTXp=*5xfJ${-;h?3}7se7rhE7nlY3aRlx^(N7 zapbkLY4duf7&SfxBhq_Jp}5u@-ah2Gbt zzvqZ(Q|x@|QI%$Vcz6-;W%UOH;4ts(SZBRxv(j%P zNH%*|_AM<9eXw;C1)k_GyyUjESEQ#m^c;Sin;8{nzo1ia%K>w{9` z;HG4xq<9^7=pJJm58mO0h^@dZBWwqW%lH^8i_M~q;D(jtg(pouL`(dMa2S8+T^crN@%x6yxfv}A=+ z_far3`9?Xm`1<+^@?WgJzGrmxEc#%NeNmhPV=&!%SBj--N8$a?sXE1rx0ObfoN)MiPvGuR zs#Jrm0XDbCr&4t_$AKJu-1xJ=;%ahKA9+Hip*LJ6w~_x4${QM%i1R%;|o2 zbkg;Pt?K;j7&yv_-lJ9vzrjZZ8M)wQ^q0d$0DW1_3^RfbTgF1w zoc(`QuI&FJw+y$nVWMNuiLR{5EiLVN_XcqW-90vWW^A)^Wqkeo5Q?oJ$uho99@=uY z;VmQ`%e`6aam6E>uree%dbv8^8Z@jRJZ5t}v3D#L08}qC^FfMa2OOYByDt>%V%YR< z?iPEc9ibqUDvv9NG648a2FL;O2u|Z6VUqYrn7w{>>e}v&#J8|Ls?Ci25}%4}fBJ+m zq!Xfl`HlrZ?r-#u2UNgG)26*zV`7kwdLnG(NcHnSRMG(s1r?#UT<+ifsG=b zYVFE(%pFP0CVzqgI029Z14e8yoUaFgD5&XLeaM{qEt8&}9>Zypua*V6aUkXS-D)~m zFuQc-Q%?0!t7*ypWcZ5=o0PFSZ>&^DbeYpj-6JFAdTkN(iYcWv%V2F4z5k%IR6bWy znmhmJ%&-^H^!^ze6I|+YC@Z7QHDx;g@Rn)Kbso))uURTGJYNB2qi%C;4NNx#*7|qx z7wl}2p@VzS$xFXu0HMpLy@()o7_X~?^T`h|^vjno#a@lo7x(okIi{>qlqx>Ry90Dg*q+SOwNF`a>PYMQ<=GKtx-P?AnkWA`URaa+>Y+G4g z{{7afmJv1H!M_w@N?@g^YiI~`O(2H2tI#_1JtsT6jx;=Tqm;_AvR{g6~y#~HOiLESwUN)%16aQ49{K=OF2N^{*xB_JSR&A`Ey)3%)F z;`cusNTw#4Jv{XG^t62=%8&oSCngu0W5wuI)8{v(-;YI0>i(p;{1_OH7Bs!teETuA zQK717cAECh657T2(+?&E@Emb$i)~eiZH10KnN4rD+FS8=$4Ak2Uqi{p9K>7vlNZ%|Op%qK=EDXGi-v_eP=HdSTn zJv%d_=DVx}gOys+RJd|09qUo}!pp$Q!S) z%TQt{&X^KHT9C?p_a~3B{5S^(@-^k!r|J<1D%!+ zA3or}vRUCkE|Wi^xBH<4^>XN4na)l#1Uz!<$**-E^{)x|SoluTq}!>BcKEi}D&P39 zPnHxlJd&HJPN=LTRi}q2V-nJF!D8d#CnOkPz+P8;&IQi{pEaisAN};lIfae|Jp?br zuA*a{Uss1(bs->E%K1^ek~dFwklZ${s-;Nv2Cc+fk~)g;RyOA)6n6=CA3oe6W6pG? zBdEhU?{tfgmYB)u@73Ry!ysV$zgY%B>lb_chSKM0T=AEa?`1H7m;3|J zF?JPP&ib5F8YJ6Kp{pZx7uB#c2d$({ZpI$3KDr(R zwA@x4aIKAOcHpTZX?FvJ`{{ABvv_*Z0Gd1gt}-eHZAl z5sc1z-@5pGRNX7O@6@GbJKBu$)gbVHVoHuvvPS#WxbnB|)vn!nTBo$v{Opf`9g2R8qN=J-jXaPbe!}%1f^-U`wcb{o+7T5gp7ZIohTW!> zwRdigU{YrW0o8(G;*iS@myx-qnd*(1)(~7r=R!q9maXkOhyzEG!7o*28h-(q>KV^s zR$G03<0t|Jydm9ElJL+_L;;0Z7oOIQc-o(CP^&$2I_d=3y6D*0znc_<0W_SPdr|sv zH!KY*J(1^^D~{VCB#vC*7b_PE6MJylavYYZZrY%!-8MTqg-zO4x8=G^iDa8BTk3pv{_ zUL;}VsVBU|4x1x9GeM;@M* zqM~uk>!W%QEt+4ZG$jRROxXKt#0_{4iUeMN;LLr;MCvkrN#4APOd&|=*zWyVLGh1l zkyU>HF?=SWcD>9CriX*K*@;gOGICS;r2_%eI*5MT|8 zH#rzK5V|*>s2rY^xq9^~;E7O!-H8GHTi#{uFRZVhe9oA~LLSBG>;}WHA(4Z$qMvYl zzpGwCxpvP&F_zJ+M85=3`^h(k>`;^8PS=wIe#5S{1*m~qkYI^XF{kYyU&=lAEfw@VC+`q1nG{8@_PAfU zMry$ar600)4FE)Yub;0nAl+tjcdpLY!f zvBf`$et!;arKP3gm1Vw>A??(!uraVxz#4Nb00Rg;D!`f}0g@9PA{S+3VC>XJ{90`p z`Ai_{AxtL#39H`T-rYi`(2M@z+b-eloX-o+$*uNrwPD?1zefhOIjo|2r zEeF39lpg1AH(WfhQvz+RUww}63^UVGfAPY*O%ndmmxdEfYioAcNVlDr8)ILe)4i#H zt|^oaa^>`$QgW2XI<3?vq?D#;>`8Tb)hS}l*rr$wb0+XNSdfIlpGy#f8%JWl1#TZK z*Zwd+`6DT_hN@~>36S7!l|od8sucW_HL_SVBtwHCQiUi0$sxdYg@3T~(0C}9^TA^t z?2E0Jc&tzB;@7gBtZ-)l73Jn|?}6-WdaB&l)0Q$yQ{AFGSM{m_n{eBY*-B_!$YS1g zB&P{**{Xz}f#`_$afXvN*5BVRFa8UJ9EX{yW08Rf+T8&BXO+@oauL*pOl1_8Uv{dt znLV&0#cz-2IN$5FdOC(OLASbGo(7!7t-W6}GoP59g}^3E@rjPTUR^Djl*Nig;2hvA z`hv}YQk-|%`s)Vr_~mL-_(0I}XS%0`hzMSJD3$MfXh38cCVGpxq@Bz<&0mO0gf1%W z_h`(-{Y2@dlB39nm~R7|T}d&6Y19_Mw4!fe%hdOGai}geCR!zav`MK|O;WW|{06U>!!_H(?S8LMYU89l&m8i7H{SXD?HT<7w=<)^CjW)u4=x2tw^%c>28*eO^cj5>h zxtajhOJ!Q2{bdC+@J6p|MSp*Gspsk-YOL_y4p`R3?z4r`k)!Bn*;suD%uoq|mrw$! z7i5?{vobWH1`EHVphn5ub$YVh302?W8aKD8n{yY@YHV`J=pr6|k77z^bPSve zRb5_#5G_hOA#!$4zK%8eC3U|b{bRjL$ArHZgp`$7KaPfOZ2`Ms2!UTCIF#NM5Fku~ z8ak;NLcl}Z|K7Aq^=cu6n@~8_t&m(t5<;eEJgL`tZT(5v1+13wMw2fYMGKik_-zPyh-|57@ zcRb%eS$D#Emelav*qqb5`=?<)_BC7RR0)>?7Z=0Gu-yLk!u`Ph@^ilZ{RMFhz6Ch~ zn4k9kF&&=Tg9vS<2BC|EiZ;T}}8*YC9lCY4R-y0VKyZz3+a9A*OtC5vM5@a*h@P)6_z- zP{JCGsOl+cOoy%U{6h$lf8b{PJ*qA^!m+61`D!)4>h$ABbe8Hq+!u0dM6d+@2f`V7 zb@i1~5y7(q-Nm1*mUGQhcN!mEEW1t$TO~50=XUBK5h3Ias^%v@XCcOCuk7xcHITOz z9qST8-o7bv*n<}u8YIBlbJ{Zwmzr-sJ%=JX1|rd89RuC<$Jv2G7ni-MF_d;Gp?7)N z(3q7VDwFBO%gW5oOY*E4-!cmQmMF@}Y*LG3Ejg_OUdVeDup;sr_X1d}x}_!CZbu*? z$1>=YWM*V++mls{pFsgd13vC$F5osi^?7zn>*BjoLIvAfHWK9hJhdT=lxgb5lrLyml^{s-xUb42p~UzWWIc>l~KcN69U!HkPwA4eV|0PMY50yI2KOrBj|`B z^{;5nE{^wQd2w-ni9TApX!6jnjhG`ion?DIkPXvk_^zsvpCG+4%03*sstf6vr&C4f z%%xC24PO0GhqTZr17C|(X`0`-Sf+C4siq7f&O%Tw?xz~Mat7BDZr_)BoOndB0p(ZJ zi!L=G!5f6vCAlFH0_&r7Ddrr9nLl36PT!E*nVT^>t*ZJ;S}tDD^jDaMwzc!>@K-t+ zsoSITD2vF|2;YPI#p5qFTd`j4)Nn^dR9t*tvKUI1j!h(Xz-(YK9=sPZMz!|)_iuoy z&ySVTm88zUVT5_GJ-^l}Oc2YER9!vM$p#f6fj#NHoiTOgr*iQSKeL7Dna`DYuvHGy z&IE2uUTgg`YZqElbE2?uxVUDrGf}mUcUQc_?26tu|E{ovTlE|`P=}>M{IU7L6&yR% zo+WGXK;lCv%j~UK~SjDyDyPw(Mm`>{xs23Yg z%Mbv4ATC~y|8%Ffl3sVNIoLHK59kXMVGj-a=!Dva3Jq?XwQekYN;pHXU*NC&{_@Z@ zA~-hocMMx&Ajyh80Rq`-itB|Y+QYqFJw01FB0tm||4RgrBgX5UteUya!b9TSs^j%Q z6tUZTarL%EfwCAG)N1z&{AuItJ<;_LeL`oE4`2WK&=ooTdaHOco}P%)c;md}p~Z}- zYuM(HZqT8Yn6op#P%G$USDougN3;8q>1C>ybeyx%$i@8*Vgrc@`SUgj35h9j0)#jK z{2idikm>QCY}CO|+bk=&hUG!ej=l=2WXj*Mr6V42@MPpOYu71F?R-kdDQ0ZFeMU(x z{^0OCqQ(gDK`2nr(Y-4ee)6(W*n(PpL4v?ouZ_t`P1b~G-k9_2EgU=THnd)!(e2hz zpVBL8*TnPn0>gd=8%I&;nIr!?aZ3b`!vFr?pgYg0lB1=i_(+W54*!1a3Ia-VcK4}( z0QLV|11w0qGa|#k5z6-QtcG7i6}tQ9^SsEzr>_LQX(Oh8Pc_UY-YQ(b${dDc=f-G8 zHG}z%;QxBw|Fw*VK;!6e)r1sd1B-Ia6#%>cdF_im(1d`3?latlNWW3% zQmp6y|JyIdG4V9A)+s##NcCMKHsQi0U_=6`W-G-XF`VygC1*t8x&c!_d(ATBt?&B;b6Dx5x;g`&k{ z0?ml-^SM*o5xAo1QZ`3@*oJ`HtgwySKpVGSMx@ie%z}PKxTwPs#;-im@ zgdkXV|9yG>7Gxgesa4=AyMiFJS$f^)nV86YUDxr(bRg^P4<9#H^EAcAu;nYGD#wkB z@-=86FZf_sGz>|1gC$QdtxY^WBfb_;>|tl$6sf6Xzv6k<^$jGVe-egts{n{E0{ZEA zH$hQWGK7DTIvwpId3dL<>`HBkK!jPwV#)x+%-F)n`+=rbgvepqw% zcsUT_+zKs$D6y3O;^IahJ}Q?3a#VbZ0?GQC?Jj_DVwPoo82+F=4f}QF9b!GR6 zgwK|{oR5pu+5yGJ+p|5+s|YHq84j5aS&Lq? z62h&$eGvx`h7ZT4D6}&@*kKzcr3lWwU!OIUB6*OEc%hvx5lBj9 zjEpjbNY*B*juG>A{QQ!R{6Bqy(M}@z`uZqF3m0qI)O3{RF0nP%YrytF*Hwf z)x`b-91Kku7=I74$)TgqV-2#TaOS8U{i7E9U9K%Y!b~BWU+~AH8bvz^@uEGgT=QG8 zACYk!@ickMdlM61Wo3~{O~d1vnHh|t@@^d-eK4mEDT#?X5Og4XPHiaEQG(6{fQqmg zx4F3)!(}Gu5hbsQWV&H1iI0pzmg(YEal^qu=8H`W-vEu#;g)4eC~<=p9_E!<*Wj&Z z^EFxeY)ZJT(H{TAPgDTSg%}wDEbkCy92D825Z20&)O`%>x%Ou-GIk*_7_D^J28@J| zgk<$${oXxyEf@j_c7igvdAinidji=mgw3BSo$^q@ApY?>v^3RgLu7@<3J4Pbk+Tkg zZ@xeblz#3FX4(!}=&LQq&)}#^c&#ZP9NEIj(JZGxmp?j6QkY!a33%i>jHd))XJD-( z&{-G_Mmw0L9yzqq3AX5HcLjJmvBAN4Zs%u-iIfGyzisng!#{%S^x1l3mDDc&@B$D1 zEJ5@#=2Z;Uj&rf1vxUX}rqw!|uMbh|McAnE!gDC2KRYecf7kRet|3NgWhH+`dU~Dd z{-Gog4h}AUkrkV|Y-{M@(Y=Eu#Z(A#FSoqXX9g;`b%$cit7l)T)GVr&YGiKZa6Dh# zQBQrZ@yHw>89e5G{JR8)dvLJNU*{~bOfE+L`R5dcuYUyh-*{QUhW*nB_H#on{F5L? zbyj|l_X@s8!3butWRsLY-1b~xhspS4tE~q%=f!fFq(bRslA~9bmY)Tgd=SmAPN7lB zp}owN3q-Yle(X|7YVyZw!vf{wz|5Ga=-R^#7N3W zBI0DL>E@y4`a_wqOxzqU6+{dt)1(&r6nHn0;1K!mcP7Q?TieI}pMakmZ_Qi$?0xOK zv&@%lPi8hx#DVN_o?LbAy(rgaH^Fo6dD4Z4@y|6%P#WnEf2Gbx&(hiU#>rDUB2noD zLBLNsFM2;HBux?R`#6Csv@wN2Ru@l-9g^H?+_F5{I8b)}zIAO_(N-o3wv2qni}V6G zpjf8*@0jjA_obFhXf`#&S|;VSsX>fD1jOvDRt*80d4#-De?~?#b|W=;wDJ+`Q~wcI-@rwG5B%Bpt9Nm-+4>BR=#D;x z;L2+3p=CnOHGQ$1+~~{!*j*rhYSN6>QHM}}q^zj=N?xa}$Mf%-VXq-3cX_xaCMFKK z;=EoGHZsC9c_1JlR1*+-SLlfk#Y~`T-^(4hnCM1{WNH1e5+$WHCj8~^&5p<7lj*El75bBSf zf^%;Tfl-pe#r|Pwzxm&%xHpAKCByH-$kgAqJSW}8MY3(3sh#&8+h4`b%R~)MRBH4Q zRYhdvwPdt1G|N;rQkrp*EqmPQ>}AC-Oj&a^O0^(U?*U9IA4ZY@-QYRx0%}A)26XlT z9_;1AcMl?oq3iQLj3zmj&3k_LHCo6$v)=s+k}T(!=dVgLt5p zT^yv@CK_(=luNCQIo4HK;GcCXh~p5o<62#x()SdS3EzV9&R=PeTpJw{{)Y2*X09=` zBc%n(dziVkf6SqXhxrSM6UPrpSmwN_NX%!GeXz$irm3bDo!(vO-LEjZ2uMpL;9R%} z9F-Irpv-eP*t@)k5io-0Z&F{nqgMj2H}^FP>_#-29?z46U!uqOCGlE+(KC@U<@Uxy zg{3AL86=uqD_`b#3Rs;h=exCD=H^a0#dN&!apSwB0Ao4az_Fu4gmhC6MaMjfQj?!b z5E;vLwDo>iOyR`w%f&?itG{BSZ*jQVe)QqfAt1(F&Wt^~{3x3)Rsj*8XVYucgi(D&=Ax6n3%HiaZ~S9BVq@{HeE>@(!Tek z!r3xS6n9O1RFqILOR`#Z%@JK)&}=gm*rma6a95}o1aear7SF%`Qz9y{<{^$EZ13sm zp<54GeHZ-hsop#U_)nN4L?M2-g5UtDv9YnG$bOX?KZFhvmIn_oWP*{gqk9v!#dWEq zh9`1`A9#5B(qdM7v{9n%xSoMR%Vfh?aM=QHK_^KFssaC7Yfh{8>!-q{?}~0{{577}bhd`9eX%%JF#0=ovYdTh&Q%3@Tb9}A$o$8uPVU!ufdBS=j{ zBSsT?wdjc;f}?}j;#2Xx9sAfq2R9pzc$F)2kq{owJZ+HPHVyBjm*ks}{v(&vke`?z zvJ}QIMlGe7{yW%$02<(h&q1NVORZ|C_XInL>BWPTYoo)ftC*TBMJ}?4Hx!tuUjC7R zfat=dY&yil!@^2QZQ3~oQEQ~*{{6bAC0W&Rf_OF3%t4=(FFE{!FY>3h#>5U%tZk&+ zewLJcl47Z!#EW6uUQ5!~Vw)oNh=D6|sXmtXBg;B)E)W|X0q$J<>l(|=hUdQZZRW>d z(Mq7@L>DqAK3XUi-rx5bore*%_7EP!u(MfSFF((C`^Q}o+F$ZZMl;sZb$GLWyplICDsmWBwv#DY@t_^}ie@-mOS1cR8z_d- zvyt3v%jh%EDcyf4YL(!4gol8gmx_u zw0X)b^&B0K0P~%i`1&A)p#wIHFg6B} zP(-Y6{+1$UJhP$M6ZVvZtKfy8w|coQBxpc&%7`rwkvO6l0ZoN*ceel?y-K^3UIw-#gc8DL_?^4%)7A7?|{UMaYOG*${)^-+$Lpy=2SHZyLNEayRBZN=2s3z}Eb{wEjy#BZ;qhn+e>0@oQM( zdXLORelU>AIKJ2(dS#3&X=bxQ2?0?s>chYkPZ299EM#x3coSpz|55ec@l^l+`}k=R zB}bu@$c&64dzHOqMD`xpd+!n=GbF2$nZ3@jq8vLj`xx2TA!PsVNALIh`}zIz`ls8= zd5*{PKCb(9UH7n8VVr%Id293ZpymDpf`oe#qpQyRV*u^r_L&3Ua3)^c7R)ktL7J47 znyQ%68C)`AkJG*3LdCxS@`6lW?#Ia9wZa0)l2!*8M-HD&Y%XPKy(gopeg%8(bXM!7 zmtkRHiJd>1Wiz}SkU(z`zZOX6#Ls_A*um)2pq!0r+FPJ?NN;(DC*wh}s}F(j`)-Bs z=66o(!Ea8G>k#f2k*LcR1A{-B7ZVcRytQ|r4~{-zw1Zo;h27mFV}~6F7DK#n7F^0B zA_;xlIk1+WYl&lD;O-eDoT)mszCH>a*K+zG0KX6y9ZU1P8jw-p6Bv?IsK(q6yMc31 zTM!D(tI7VCqwp5P;>kQ^-$f<3onIge9u`<8^~*KTNv4yT{I%ig5CcWuuy|rAS4|Ib zUr7M1I3*<~A;DY4Ax7AWVr_LI(e@|id&ZG*C+^3_CLBNGqCQuD-1r`PNmyE?ytWKx zoI?dcUH|z8S5GlkpEa$2gKoE#??MM_7L>xy7N zNYaF2s$ix2y3t~X&r~Sm_n{$r-v568YdNg(G9Dg(diDpO`taO*nv`D>TBjXU{U=w& z>Cj&aq++yEu3r1jb4->%e)H@7H)or%?a%s|Wa?ZJnKF)i-b9dQ)8Ft?gT}*O_`YK)~g14g!t%)hIT`+#Q>+Hsy>Q z>1y_+hZHj}zY!9qD5QKKa*wV*$DhP1^TFUg*c zP@h?$AU|$;qzN~px($K_n60l>uL)NWPTu}cO@qB*qSWQ{yLRt@H|ERtGAz(Uoqv#+}z;{3c}UVI3{;s2F5_TAU{RE+BrJs zQk-1f}?g2 z-*D=O)jnlA$sUrBG!aW>*c_#LK)IC1>9K0sYPdZ8ne{CvvE~2$xt+qIQm2roqvi%8 z@-$4BCW@BI2RkK4gNcfDFS$Ld8>kxJX!7GJ(Iqn+0_?noK_UFl{RaLl zPb?4#Nh*_tJN+~>fU9^+J+)0lV>|wNVO39EtIb(bL0!`mesd0|Ns9e{c+SomTA2(t{3+OJt(mL_qSt(VXGxDBy4Z`%RP-9JJb0 z*A%aZAMp3<3E@62N}NBp<-5Z@W=M&heMrqG%~AUy;LG`FT!_{)=Prem_3)0fn_C?$ zjir?gfB!NNw+VTvpn9$=P3h20RP-C@F;?u)n(`2oYt{N5?hOqM!3tr#bU*uN633*|fOOT(|JOxBm+?LDv?ap3raEb5Bmnu}))bdYozqZd_|F=Sm;ez|zl+T{ zclwydcJT>XFS?7BJ#r=C)FX5HkgFLSFLzCj$8(ue4>T_bijL_LI;Mf(3fmE zWvHaNeo=d;qkWg>+E4*yCr~hP@QUqXsa^IB%kT9#bmb?x_^8iSXV+f0cq)eIH?AP( z)bjt$J{2$RY4+W~x~HeEcIfT3NH^*%c{lmD14m8B6}@~38^is^hecOiUD*u2$a~eu zzl6qLkkf5dXAs{UVxVD8-r^z=aNKn7&Xv7F%}4~slrY3xj0S>Fa$v#yyYVOOjZE+9^EKkKC%#GeOAJOu8}*3M4Xl)f}!pOI-F z#bn;eJ<7RVx60U76URf8=m%)O@0W@xaFJKS+-VI zVwjaI^(0oYd}tggX15q(2*bj1g0orC2CT__hvVBTSRAr=#_B(1Fe9)ba&kYW5gkZ; zpdKz@t^am!ih&ZRV|+!H((zGbhd)dbLz#2&B=_!B?G=3H1aQ_i_&Fpa>JZqkfH87- zI1oLT2qL1&mwpg097T4#!I(~GC$FG@sHJqtnO}VL%YCFcWX)G?ZM=mEBS1IK?y6>9 zu5KfI8uowU#}7GX(!)tP3c>bTFjZINb$P`KFc0d?>zX(egkasj5B;@G zFHKZT6dcF<))_D`;5$H@^1r^wp9>gu1(Op1QtwyJ!#32Kiw(8GAzttQi!B(b*%rXp ziXUp?qo7crrxfL#l!t8nzi}fI4B|4CwvvHKXaZe@7V(QGm@(f^x@7E|?i=br<gH=cZ!prB+CWFLm>dX(K(z8Sw%=rdSvq%* zg;UwlG_+FqUMV_2spQ=|hHlqzmvXt84aYA>unp$-JCHuSJ~T2iYVkGS)yh|&kC}S| zinfA>2c!}hA4LUqE8qw3BuT5-0C1iunGQ_r0?I)A{~D0}e)>XcGz-V5eaOPhXzpi) zi&P4{;-i^bu?H%AKPcLAACNxV*~`TqON`pYu6-VUJZ+sB`!wo>9q@2T?>p5Vsk%R*$$ z1gpfeHK82qRDVD5oRe+8Wg`5pbE9xC;|+ z!sm@K1uFS>SXU;u>0-{5l&F}Nh>o!H*4sdFgF9#l{{|3kb8E9)=A$UuxsdZ_no{UF z?-X}=(kCVr^Nz|G0l7a3LR6HLNS-X+Zp$@(mp0AQ-E!1$xvvu|5WHfa`}Mwf^Rctr zfsaqcXL8Vo3GKt8cPU9pVc;_0oE-9}*I7}cqC!>=D8Mk|D^UF}-QceI(<@hzkd>KP zf)ZPH2d^TV>NZksoY!0gKz!J0(7Pbz_Fk+E!0hZ=C0DdxwdD9<_9|?2jkR zlrKk!yRHcS+f(t+9z1j0#ncG$#M-28eX3B(vF4x{E)Xb!;f{YKt{bs`>Ml8o z$EKgDWXvl{SCzL@6Kmgcp)EwaST*{3!a|X5f|G89Qs|%l5bQnIOs(9^S28w61*`R^ z6D7sCw{@MzkLu(Sx;<|AH@qaGl+~?*yNNnxBE|=$g7@B^XV}xUQW0fqE(btl>3qip zTbL6)<8^vn*Nty@h~2q*Ya==92Rn0In_jIa()TwEcB?gm!K|ZgI~S;QDD3Q7)e;+a z18fyGE&M16AZK+N4COrj&cfo%In2=hC-C$JJ-G{i#S+mY;1vG%j;?`sQhYq`$m8JJ zvw|jvnG(!nyWh{wXwa@kT)1*Am!l}B!$dZ&_2XY}^Jn!N zy(*@>2kPgDn?RguQ0>fT|I=S3=O&jW=$#^L0@~VSv8RFC3*j{l#_eKa&us$yj=_ZP z9GhN^w9sFe(jS2j;4Kc55Fgv*sHi9tM(~!ED`JV070Rz`HL)~#HxfI19_l*}?L%mm zzQ8-Huuinu1up>4sygRMGKbF!nLe_nCE_I0+mEr&OH09O#DM0)FVFz|_Xg1tqj1+H z{oNUq$mnQ?PhV13a?i;En!w7(`Z1a&IKTS)Tlq#siQu(Ed!&O?%lgZg$~4iX4-E`l zw?9I1%agI`SbP|}{ISQP#l?5Mkz7q`T{TN_*O=-M=XHY8-3L@54_+R6 znh3iAJd2NOr1-HRSd$cS4hiO!X>ZXPwhYw6qRbkdq0#Ug(e=POibK%^%Kj#|-o;-nn@DF5|vTe0-;OA}q zoor@U>h?L`J7492tT?Gc(0L>e&x7l)t-!@`nsB&H>{rbtV(wJnDrocL1d`^d9+~Z@ zD*||1{BX1)JffRLegj6u7jN=LY1L2a!~&%$D;3wg>!{HR2qfub78P~x2oV$kfu!4Y z#SIu@&eaFNJF{u86VsFU8@`D|q4QavFx-fboi;0>?3ibiqYGYKe2|=mJns#3MC*Y9 zU90_aa4L#Yw{LIsN;^CGCUpSoI9ybf}RQTSU6X`uk-%tLtAAhx(S?@B@BB zhf(oR6UiUBOV#I`fe&sQf}$C{=-l~0{kJ3rB6 z@*F3By2BjDOhfZ++i(c&kbYPSq>Yug_l;9M7nxWY^s-KHV8h8P4tDu@pHM7hSIL(e z@*Cv4#YgE5O?|e1T4VQb|6+Q)s=9|(6d%?3*uAhS;4>n@`&(L5^GwVse|wr}Y3o5& z*fc-0xvNXY3n#@U;I`OHAY(gg{!BYQVBE5nm%k`5dO9q|lLt`4l3WX;#V79o$^D1dDmUt(bVp+uFX*5clmG*I3`4O*P zmH1pc0@Z+<=EL-!sH`GLgku&DN>m!&<6L_npV3Vn9c-BH5#tTc&Zq@XUflY6)ghK5 zg3ILTL{i`lLjEhy(w4;~*Eb#x$VZ~^?$-H?vJT1+>*ijNVkxZrz~LUn6Z7In>${394(aIW3hBs znk~=VNcs*qa+-zB4mLIQn|IQoh5B6C1E?jK4|6_zeet2<>s_Fu8DoF#>!4BXJt zvUPr7E&RlYgY(CX}^iVOiOmu6eLwD%OpDjN=yhH}Fz9v_E)vRK_h$mv(FeW!4j8ncotlWThhe z9MH%y><2j+D=1icmftZy2+`s*+=XsSy*4W z{#FZ-9Q`&orPr-aB#%Gd9$p_oOJIo;vSAi@Grk!L(#4RdhkYC+|JpXq|?p% zoIYlS(k8A#w^xx=<2E17YWKQ=&!J0a`t$MAUso3`Ic-Zu7z|fSKM(6GIBNikkrbpSwJ3Ip{{O}ZDVi~ zA`sO{ti4AhHEJ2#YUnj1kr=*`Tm0%Sa%TZg5j(DCoW6Oa9D){ml&@F!v8+!*=l9Qr zACtU}!U&zEI1RlI1y9`t^+4|B698c?R_i@fIp?LEdd5#G9FPTMuY8SVR2pG74nx~j zEo4#-LY~pC^>k5DA=%AyL%RJ&15GbyEE%@Vhc&i5f5_niiI+l8$b z=osJ`uVm?zNsNL)tcd4v^dc8CYW4!S(#=u zD0|nXYo1n~n8(#C3xp4Nc%&pGlnK3| zApUc1*<2CE+cUH?twtkd&vfS&9q&I5)hn!XU!MZA#d;a-IqQs`%*5?cMpb*a?sr1@51eqSqK{S0g`vUSN$z(kQ>y>vHW6eCSUL)$ZzO z6qk&FdIuxd{6JdzE6q)96JSW{E4{rJuqVw(jL`{n_orTE4AI8_INu++2NSPIN`WT# zxMY%0{>$HJBhT7~JyNpc&T5@?NKEYf_#B}3Z*yk2$ot3yvRcKhM)0`%a}Mec8_myc zJ!4ce7rwc6q^mJsKJl6f;WY1b*382eqrot1R}_*1a7%#}L2I~Dn3|Y4JUa~KT;g8q zPnh2HSUeyawExw8dp|9P@~Gq?%4^3KD;EYp zs~yv@{2{Gb@v&Fv_@lp>=&i~>dLGF}` zv$6uPlahf~oR}z(n|l#Gb^}om7ZW4uu|&pc&iF>*b-KpkQP~7gc&FczD$1vFrqoq%xANsoh~SG{QFki69ZS z#FWsGvO3f|0o!A{1t|c5$m2}vm`V5z+STj&r8aLQdOu2pUDFrw*pevN1$vx`cL!05 zt)0^Qt%lI4%}A~XXERUV_D=`f`CE)hlQY3KcOLyNRH#^(z4qv0k?$NBA|ONF+(7O; zVU?VQM3K6Qn2ea3a#GwQIQ{Ug7gT%kPkpwB&56j};lDZOgu%``n6PhPK+kQ=WhTK7 z?5a}%odqM5;IPUo4jSMr=`^c&1>P1^l;HIcRXqycJzy84GP#X*m~IgpThS~*qyHj5 z$Hb73hrx(J2;9cxbZC^?I;+AsXT!B>D?b{2lAiG`5fWx+S71xX?f1>U<}X0(;B<}D zLDk6ExOJ@o>|2blO|Xil`b6C1+W<@xrp~xYPb`B1jnWkuWcs4&GOBPso&GLIVQ9CN z5s3nipY;JV$J9#TCQ`>t*9ZYzzS>Z(yO zuzCXyJ}J=SOStWFKVfcZs@@uz1FyEtD%(|2SgnLEu$6YLD82Z>PJKW)gG3i~s=m;f zA6yILmWBpWLXu)<9C0Vq5&SNpjxWY}r!3yf5lxqYYEhsrAVja_%D~(!g3&YhkAiYS z_78S9amrmg;E#fdSJWk_HO&ja(LBm+?DQCDZ^+p7yx|T+j@Bb(G_tNxi1;3WyDXb- z6~=Ytv;qqm9N94YPhbS*x7)6t?G;gjbBXhJ@danPewg*e>udtdlYM>+1Xzh<;`KDP z<*g5@i=xIwW#U>7Y8QwboH6-BId_tEEkr1`xx6FLVRK~4YxE+o)`0IX72&)+F}KcE znP8_XAxV7bo&qF}nu1jAZ^BdRznoi1Lc{28OE5n%%JxR!6Wx*+g$M%J->Ga;_YdlY z6VRhVoF7%J*f%$gPKbbL!`ajx_;cC|lmBA@s=J$4u1wz(Oy;rE^Ow4GItluvp*eBt z35F7vO~~`jjg8T3awaA-C8q6P4mRX;-7mfoUwsBA56lE?;@NZ;$9n$72oZ@<$Om*9 zUZ6RPJw5_3q}5LebP~f3H%?!1hF+&7F}dt<$mnENosrRH5`2S-6xFB~umN2gZR?&!!*bBWUJb@t@hBM{c> zcc#8Tc20we{#b)Ru-lSjMU@%MhQ)gs%pKG{3C=>iuaeDZ(6J-Nc!#5xmX<(OzsAqE zJXXEa8q0X7>|xK!&Rz(Sru{isqtD!^g%lGKg1<4gfJLnVxfOh?G;<6Me(!o)W=_NZ zfg8^V)Hxre-hIcM_E7Cme=JvvmU}G^-hlj?- zv>pYTB_ieKs7@qKdc(nn@4U@k^SDEg>5EOn4O40f*P|A`1*iVYb%P0 zfng4sp_$&iH#lGWC8`MU(bCQp6ENLc>`%2lF+y0n7KygeMMDra-*3LY*0Qn|vY*f- z=@~vCM@@_>-+dN#JHMvJ`?xJm0N;r7k+(FlzRlR;LULb|neoCa74z3k5c8_P)X#@t zxxyM_qN0eEh$-x7ZAl-ABQek<9;h`a8j?ArSzA&hBrQ#u{Z1hWLek=&diZ#x&aW~eYn8!F9|nKR+|a*g=k!#Y-V`d zgQzM*kC^yfO#~X4m0nwmE}I=ZpZhJLo{H>xd%vM#qot)~L`w=~e)@9@!vUPSh4hY# zw*=jR{Qd-ob#ybDl-hz`{j%V1|E0!Mu*}CsT&Cpj`;m_$tQb&EBYA2Gd2qg(1{Jg@ zecIJhOP7f}mc3tiBHR!D8as{AYRlhMceWmF=^RM0vaz9`IBjX!!{#nHo~K#b!d)#; zcf@1LJ$td;VaVbthVae)&5T(!OiEOD^qUz6ux1T;?NTeBQhvEX-fq(-H>x>EirACg z@|W4dn1DRZ>iOpo5NG+i$W~dH_zHW9PRkcKrDkPCpq*Jgs2hUVg}@o<~~)Zax7BLr+C0?-t4 zFt0541|^BQ%#4>?k<(&7u5xckVRSzaMv{d7%72?eaBdpwNIvXL6B5Cs`t-9u?M&lu z|5Io93s2!sfr6bjibVobH>#ACBbPj}OXi>|benCjB4(9vkapEacJ}A8wfVZ}abBL7 zi;MLj@ajaLyw){j%T6?V%2^B*A?)GW(!G{8l63$li({05LMCRI}egNnBy#A9vVi*`cZNb%JYISGu`gJ zpU*GDlg$!!VxqmwklrAD<%hbJGnE_J0CyNab=C;&FcN7zbeKO22#1bma+6CU~X>Po{Vf#Kp%*g0tmi7rK#qTFR zN>pvH3RcTzW~fGMSjM5D{wBUx`@v3%aEGHdLkrC+m(@TNo*!`}qa&^Vm=baEz{KIs z^009oN&il6-jOB|HtL(W;n?Kr-mD6e$3xz%(^=Qi__BT|Iz7@=n8R3do^X0fr!LoU zvD z403c(x7#vc*H1rsrS`5sKJUx+F{Fs?4dT; ze86&z?M-GC8d_QqZw=F5$ij_Ga)zV8TeBb2xb*wJanobG8SsMs{ihrnX~ffJcg#v2 zgpvKVI&)X2?~9q|W7Rj2$hd#bwn_Ls#* z$t#`bns)ISZ5+uL^K>4dq`kg=?Qqtu6dE&GUupb^q$#=D!L)c_mr}49bcF%!8`o$A zIiKC*(%`Di7hS6k)b*Rc#!p2k@_1C$`q(N*muBC7*QFHO&ed`qNYysyaT!KSS!<+W z#YEs$mr}g+HdCB}?RVzW#Jvza#-JIY8XlOii6Hns0uKO8Rn+sfxJ=uwdRkQhG=&qO zOGpImTczv$>O^pTkSH8%Zfa8T+JSWAzUO$-Xr$Au!pMm0%P!2d-$G4Oun1m!1t@8k znJ=520zRWtAP9T=8hxCu)~n6a;OLm^!k@`KS^GW|O-djUiAJXi>O}{8tobf2_Uk^(43UtR$kJi<;M(Jx)Vj0hQe72F4`r*UB z0#m+_h;rgCU+2Jt>k$N)5@u9W-&h0CCqF-b%fhCxW`khM@m3^bLi?ersq4(l%;Rb@ za`O2FpyC5RjQDJJ2zDnT6IV%AEqzn?!0!k(WMgytjg7^yum5suE-ts?$-E_dfZW0P z@;)_>|3kBp(KPGJw`v-!(6;<&__YX+=VQ`isZnrM&DelRmZ55`Um}T zby^*VH9E-K7L| zFs9?HV$Jr5Re0e|oph;D0O`i?sJwrUxsSlqp*(*cMi(YE6)Yn)9-QU+IOD0Q*?$LF z8lzBP()&qf)p;`WF=gdtD&ggJ$?M_huH61VUxcE)k1jLEt=%=31Y1{DR#w1td^~E@ z3sv-sx57oJyHox;xKsQB9lr^><26U_7c^snUL2WfcuiqKp_lAm+8WQ#g-uMt%*Vi%Ow4BvE7Mwm zgw&Ek0fT8+jAV3a8|g+ac#C};c|5*Ch#>a87K$EQ`=(&{iIztd>6Wjj#BK9yC8h4} zRpEj}nXgC(Rl7e_HI(S*EIe9W8~dS$+dF5{{AOz!e|ik+Xkl1?(Z3(iIbHt>^X%5@F^aU)lD1maur8WNSIi)Q-b zHe*INHSn%u6JzB0d4AVv-dmG(GdpB|Z%IHg*`Qd^Z^CEh{&6ojQ&Cjg5EcjVck>-` zzB}3uOW3O1o$GX29kcQh@1Abk*WhJq=qGGlB7;}k3(barUpHfjlkGgVA-{STio4w{ zu^uK2?JA+xiV*aEJ&y<9BpAoQwb*AiT8!%ID(JOK@TXw{gqNSZQuF*+-1EZZ#<%)! zL4-oD#~@+=K8u@=7PziYHIg0l6dQt#4DgdgXvN;guKfguCmA0_@Y>d$(6~ki;;j9x zB`J3S@e7T@Q@)_*=U9Q&J+e|@sda6X5U4ytQ<|KD|4jKcDQuLtfh z)9$ssBUj(V~0`lQe=t_3(D{_3Diy_PwU|Ej~ zOW}PCKZG+lG-*QHzr#c}qV+pn;a=|(=1ZAX&+U8r`eyEFx7WlUJ|%-J(kC7ZcCpay z(L4vsnrJ&)b#*dTD*&!UKm3N)Uq1idHNoAP*qN+9ke_yDHLis>0(F(2iq=+}d==J1 zwf-2~8;Zv6gzRs%$$Ao6XgzxLxpiiX|B#-SW)+*4wHzj#HyPq`>265yRm=uaV6*jB zZio~cu~JON%fFP*k#51|&EIee^-{Azrwda~ffiM+Hq3!TQpB8jUgSt5P#cJjeaH%s z?~rbftd?N5Y|bQZZD#gPr$FK?Fi{6Nv{)9H;qAV=bG0hbTFS(Pg^6i6OO1Ofl^QXB z@PG{UlqDiO9Q>(R?%p-FOd&=juyOJ<35OKN??94oN}g5DQIkHcng;hf#D)Fwke7{=AFqcEz%`D%`F7C4O-@QaZ4AL z`)`uKk}7C=9ym;4Mn<%#G)`t;E?N({fc)zy9-20ARTVT+Iby_ZqVyVj8YD)j?QEq0%ht3 zr&&1bK*ZEKn8($DLK1RG+`8MB8#8$6MMdc)9NpNhw)L0igH@|l=pWsI53ggr-2y%d z%=L0lCy7Ss`FSGG>uCuI3<+{ROW}CLwty0d069eP)*85j8k*P;8-M_SM&zP^+p0-5 zjjtNCqkttVy?c-o5t_4tbJ{NIwB}}{ryq0vp`cf@4O6qTSHQn!vhgwoU|v2=C-%8Y z-p}eg8C$1c&1}|bR^M+}8zzEcpGy7X5urf<@NdP3}Yc7=EJ)IUdRC0BO zT)!qg`Q@x9HM$)x_VNz?6v?Bv-g>0-{nvrtR*NFt7^VQuv*l^T!^hd(7QHhYt-HIc zj99S}90B0XlrS}-@ZK$lI@n+WK*F$LZNMYQS+6@m>>{7SA6G>5vC~!IP$KIGt5%r> zs4E;RlcPy#pe@9I2JK?K#eB2<~SHD9~qn0Q?G-^G!H}(hN3k9_gTvSL%2>3X2s_+j|N-3!iu6wJfq_H%CTTP?D-z*@^%bSM=|uU% z@)b$HR?>kq3}#wm7b0LdVes|z#@OiE6HM*bJsEeXhJ11mG^@la1?uc~*j(e~#5ZfXFW}#}PSQIdd-n>K%CHkd$#Ex?J0z)nEmT z^P)GlNrEQA!HyRYv%mFcE`uTG%+2)Mh<^k7ijX8ho8P0aRDRQoM_1fns4e;- z%A2Q zUKuKWzOu;q-KZECK@oz~FmoMaI{+4OnvmB(2Nx(`5kHFz!q5{@?F%*;HwX!|6c}9Z z&c#FZDsxw(fNrAO^sJ$yz=SPzNRQyH-Q3HQBSQ=_K_e?)G0l4M_XPEp|4CvGUvx7@H42RAiA~t#MnQlGwONgz&A0?Xs{?B1stpb;Spd4xM`nKss(qOJ^=xs(cP&UI~nWnC3N9+FF{|R}K_6fd@zTmhd8i`XDOH z&(O&!SDyQOtcjPT;iO{FM`pEx0fcBg6dY>Il=lqkVcX{Su}f5a-QD*f90Ehc>xt^` zAt0S`*#CSeoMv}y05cF6cHE38wc$tv3>!y%I-eUDPzpq|U%!5V*=JLuTGA&R*BriO zpi%?t-O=x)V&!FVr&-mfxUrC^trYP7-mm#iUY&vaPN?z&te}&^cYgUbii`3Cw_qjS z!Fv_Hu!qeJd!mRH%St0!ctic2<4R`IJZPDlHZI}<D1Y90}b24m zD;v9^#H`MHm6t=%iRu~s&?mEfdv!JEPYH|=xnPyCeT!o=>f_v74J? zN)=v&XRX@WgE~5-D^3kfxnN))JE!aN)5w?xG@2L8$Lf3n*v=E(e5$3j_&W!%xvZ=# z0dGryS7(y8z(%bj?FnHNFcKvtBs~5w(ZjsTqm1E|B<&SYfF%G>YXp_qlJOg2r5DC(#V!E!%} zlmddx!XR8etVbIF5)iNVA`Xj&r~x9|UrIs%AI>DXG+g5OTj?4Qm6qn$A_gW}>(0P{ zIfdX2AH%V#ic9js$5X3HKVj-ag+&9x(F&Ha4&e-*V2ngN-k;30G5{`7HF|LAwz>8h`L_qyr$PMljB|E$qR!#x8B z6gl}?mGgx&Pfwk_yhgJcA5W$fD@HOb{b%XRLvoyDEth2PDK}pawU9xe9==hrSpJ zgCYW}%AbP6ygMc1uJbw4d6g60|M%PZA^U?(l6zw%0Ea!YvNB*MzIGIWeyz~d8!VT? zrAfadeQ~R-B3A>6s!-AXQjpBNC1vqE?QE(2D|9(-v_U|=^Fir*d%Fc}(12d1zGnM# zt7~#_>$YOh)JMf;*R50Uy+Y8H;F>uu+?>km@bR$JsF+t+c-#kAfoO|1g4wn%KZqHJ_6QGNNo%lba14u+ur-N6M&fw#Lb5|kk z8-ukikT@&B{{MxjVS+i#Lgq0T4BPHDEc)$uOEiSzTqAf{ek0vVdw7}HBgaQP#n^Us zGS77B;|__X6sgF&wW7&)0t~3~dJl7V@zLb;?u8gYWR;tGRkKVeE@At@exd0aOT2R& zvjnrkRRRbtj5D(tt+N>`E7lrR2%Lr;desTfrF@V@;db`mXv@&m+C92Vri7bF;4_nw zlEUQTVnK%z5~Wwjs8OKCyh7FYt^>F!f4B!nz?!Gxh8mRUH`LCz){>Za43hqJOV zE`fOdHbaO0W)J7s*d6L68xOvE1xe<8qYrk=_ zC;y*@#ZO!8rg3YW%SD-|=GNT-#x^xIojFuz)e9%F0TyTbU~F|B9~q#ORU5p>+GdGO}!Z&`h3W?`8b z_?{2u#G$ekQX%5d7XUH1H6e=q!St#N!WKG8XRZ8g9AaBdb{l80{qVPe;8bT<*ZjIW z6jFegGY$$ufXN&frJovCRTZ-fq9+J4?^``r`XMwYL|Y^OuHMt-Jg&QPafw{EZqMCd zr_q+#p{dXldCS-xE}~n>Vdx#EIA}&v=x@}X3&c&tiqC_7j+K!$_; zJzmL8glD0`47a{(ai7HDv+rZmtuDu*_oNI2OGIA0y(R4-+FL1Y6&qn|`hQBA9tDZv ziiy35DI@Y-$yaJx`QXR^1@!M;zW)cerBGju(LZ9OxDgHS1e}rI!;^rGdSF2br}Gw| z5&*!#s1_a(?46$R^99DoOj`nr=C_tM8>E}7lT+k(`MrlM*tHK@=?7vEc{|xz4iU14XjyK<@m8r=`{~a z)E0#Q47yx*K#`Tl=d+~0TC65sAY~zrN(lc#R{VBl%>KQ4p}w-#BFz%|2}^vL*LW-y z0x_g&e(!OsD_z>!e~HonCo-&dc3(n_iDD>w^}w-Id^8VdVL~i;EgTI`W@)exp{2K9!^zt^IQL^ZID zUX|o`yuliOPAa0Cc6Hat;prucR`8L}6;WB6{YkeCE*`ak0|SXcL7gO*^(32MqJ@E_ zk+(nmcWmR(Ij{QOudC}y7|iHD|9)~A;R;SF51xPRu6DEAsFi~?nKka~Ao{QShKFm` zL1?+RvlbbGrTupmqz*8t=={?GD|;3I^{j{(y}}^>+w<@cKI?3&d(|OcMtXWs#lm_1 zUL-l%fq88ns$dReie;+KiV&@#f-5>bmK+&vCd!=xe-$7qSpUm;-Ir>Iy|WA0G-({} zs}?nwcx8z?D9>Y8v=H?;dgqwX&M2p4Up8Im|EiO2&mm3BT;K7Rl`k~ zI0r4ZtklAeA?rNd8xEH{JL9d&PYLVf5srjZzx!Gb z5#+Y@`CT}i5;G|0D%m)ixT3c*}qxS_)TK3sW; z(HF7sUSeAx*pBkD4^}%fIc%6Dgj6Ryd^|Kl(Q<~Aj@aS3z>JnniTD)F;ZxT|wIIoc zlXC6;kA9PCJN5Ye)@@8p&4bFCi>2q!_hOZ~n&#$WCJr*7Fs~Pb2b?l&9p7s5z2JvYaoO~XDejXmuwiF`fyZV< zykHV$-)^;U^J!5JsqLLQ=xuB+Y@=rNUZX`^5;L5%yCp{%X!OJ`_ItbPIO!Q%au(}m z-P^JQb$WyeOIUiZ*JTQ zyon2!s!k?QfnCgK{n zmEU~u;6V-SWkZcR%7J)!S8{%Kc38xUI|*esp(tDq2*W^8@=}}B$!8bLjzmep=LXpG zGZbYd@L|5ea-8Ya0a_{ETMk)SZgljOZ1JByHKFfjNNdJ?B5NyR$ zdHL_4xM99~_l$mP6pq$M?f#d zIg*D7+T@M1c!du!Q#~ulr;5`cBcSZtd3f`4@G&kDc-Ou zj?`fXn~mjPuGSCH&ptyZ7k93N?2-sqvbJ9Y^J3{@XE22E$8qXO0KA1r0hK?w0rLxi zSblb&0t%lQl*6aZ8#YyMEQHezY#H_Ytzn(358@|>xh4?iSBJ~35>`5D7c!Fu3ia!N z$P080pzq|&IypI=(d>^hqjFdqF3sxggq_-;dxg~t>ugh*RrV0pnXeMCb1xRr?)2<= zdK%y3=8T=_6K4gvX$^CJXw6EJ`{Y%lHZ7x-IActEwunlXStDHMiyot4W0JULcNYdwc7ERGhf-xy63PPes z4FC@4=_&eL11izN!zY|GhAg;{H>r!kt%yqW?uY%;1Ma54xzqKfCMz%NF0BSS`EysX zfFKWy&BBKVR-yj<9k;eIR@Fjtd#&+)RyR&%m@bT zWC_Q_^ZSGi*@szHUvNP4^z|N(CL!Dfi;h56QR3a1I6fK_#*BlWJ}gKk!KDh=Pk-Wn z?m5j5jrSNRdljj_rT!GrPGBT4ZWUc@~?!!cM2ZMTECtxSLWGdwXORigH9B%EBGR|Ui_@DH4}M$+w~uOIaFLUdSL4gaC&cTCiaZ2d z@%P6rZcT2w2X%623=0?kU+4$^^~%VOYFcJ8&qzYDpyLu(5W z{bSjiak^w}wNHr8_QG)ke3Kxb!Q7>b$yvUb z8Gcd$(nKMSmCGFr-#q*8yYsKVT#&^a>Rd-&AEOmMg3+(M?YlCckAF6pd>M66% z9p?UPQlRRjr=d00_2A2lJB#@J*)?{dePjd**@Y{H)pww+OA~NoOV4QyPqjl3(?Du? ztCfH2fkij2ZSulsV#Y>B_5e*A=9$Ea>+03HU;I<+@X)SaCMEFPvUP9c4Rd*;KP8Xe(1 z2l(B%O>yYNrvrHz($c1{fA4`)oPs&`@z%F<n$JcsTi4pae7jZ8S4XM=w zmM$`H9TCA82DnSq$3Uo2!p)C?4wu5~Koi+aTR?jKx(6sRDy%4F|4E%uNK{cJUqt*| z^h(>BsH?l78T3>x_Ax{9o?=x_@iKa6*$XbOZ_E}Tc{JnQj`&5OxLlh{VcGXdv=Q^n zNc{rSo;qM+=_SCYCwlvsO~sTWTpp?(v{`!e!FfFul|Yjlh;Q&%?SF$+FDC=TOM5XW z953JGt#|biyLbZVIZ-;KDSzHKHSNKMQ)y_FJ~5owy@eBZmPobT1zMpTl-Xv+-cU@$am4v^W8;-?3Z>Wv#Dz@{Wvuh^{=#W9k(m; zJCOohi9dz7cMb|m1SKr7=^Y;j8=G~|er;a%``fVQyHgGIUdE?SI1vdTfrhkYll zUAS#$a%x)k^9slTRoaLBMb@sQ|s z2rR5V9bFQyn;jaDlcL&MKsfw=WW9Gh)&KiHe%g_S5fvgcvLYi}vR7p9>@9nbWQ6RH zte32$W5zL4Ib?*8eNe~F-h_Owr(Uo3=XbmP{yl%3=kxg(*SKHz>wbmI$H~!gbA#Lf zQfr4O^zpHHdlZTSHhl*aCg4=weO?ts-aeYI+^rWEsUW{$ai-M9>XA*2T>8D_KCwu_ zJ7wxAI;MsV{(dtOb+>aSAP}< z1B`q_VY@$4gPwULj3y0VWDUM@1e8y6;r*uBb8{gmN^h5_eR+(B7&lAa5c`3<1v2SSkL}iKzmS-<<)z)^q&+4l~4c z^OBe~`?vZ5GM4$vU&eEbw?4iw8R<6K%{{YOJp(5?6Pgyo9+^QIp+TbTJn9EEv|Vy? za>nd4h-H}J|MEn%h6Mx=04643fcfIBInl_c~0?r&qTWzX?WP<%XCYzTVZ1Rk50Kj zSNRnR3Yk%|uUi=*Bu5MBu7nk_)g(i^U2U47v9&U;eWkdjfEAfY={zB@=hbDnS@UF; zr))hW<^TdFDc$nBN*v2Sh27@DkmajGE@L1If^n=(wG$j(3cqi+tlx6fIPs`K3TOI- z1SZ}%S}dUp9@Rz@tt(*b<)k)dW$xc6o|lKu!FveC?C+TUemL(Sa`th7*Nr8`SK-5 z9zeuj7B@|ExN~N=GoHN-#BHH@Gvh;GJrqbULOcg>_4k0Xdds6#L4^ToMm+8->F7D; z_UpxyY$avrW69ay--kXB!(s_+VaMp?NX(&Zh6eC9*>!H+^&7V?OY>SIqIVO=j-r<} z-rnw%VftxqmLr=h|CcmzQV6Ud>ItmJcc`=4&-LV9$gFXlQv)1}28JYMch61_x3#we z>3;K9VKKLs#L|&Eu7=sjT3i{o_xgHXP>|-**!*MzkO?3U>|CG1MHQ_r4!GWLaGF#D zaWXH`^*2v5M7UDp2w}*E#Mo#H12of}x{`7d^^p;IIHHOCi}2hzp#3bZ6hu+-!#Exo z=j!$T-kJvVNcxIqh7X6FLe8~*MeggMv9r`HBz=!-&J`NbJ0!~YVQ6@lCs}676&;vW z3R+uRC)YrdHhUyaj)aSw02QbJVH9c*G;hDBbXer7&8-wb(-e}+W)!V}=me7(5!CDd z>C!kyfo#3NT*9ks*U>D)30<5Bht%eed1O_`wQ{?sinj*1YySisv`^I~d}m8=asr4R zEZ7PBnM4~q5Bh}1dzOG*6(b`8q~L;nyaSPAf33$dbVPanMw0V*no#JT4p0wIIC838 z0WajeKPXX&eNcdDbTnuNFxJ`yRwaR^GSj^0y9GBN zWvhvexrG^6%Prj16o&GGaKvn%q(+wU69f`r=V62xIL?d@Hn5rBXR@N^>%YG|YX3In ze)Wp#y|zjQLlQ?vr$rv86PInDd+5jPOk2!io!!&tLrSilLUNZbOsD(qU*T=fk(eM!*d-lor3V)GHP(B<&ktJC-Xhwu_ z?yc6=PHB50YiD;wx^|z9d^2wGD|yF*_us-i6MCAg8jzDQbRHcYUD+wL+rwL~xK+>H z&QLy5286>6Q^^xY&!PbX5%>dsY5cQ=X^^^qALev?K1hZE9Z!C95kdP#z~zY}zmcYz z)lCGlU*8@a^k%+U_HvNHp--W!O`TQlTNI^emCogrZ-vp$)KFQ3-BJbTp8UgrXBh-z zCW$k~eMFz?W!d()FI;k`5?&mLI$3;fG)mD~(qEK@J^_W&zA*%V_YEi>fiPAP(C7&W z2$r6=pw$X8K%I6Z>=FFku{SsPkMe;)C~WUL?5RVPDAe1JARa9o0>h6b4M4gDS*=dKWi;&3?dq%1&b*^+~#o-XcL zB4HS!yN06TvTC{XnI9Rn3(wCf?7uv&y6~=>11VT2ZjFCwLooab!EoajO4Q*w_F9(_MmP%IB8HO!XQKmE>@fiMm^Y*M@|9Y zhH(r8ny@cGoeD{8)o{HWtA2(88p6TbqjOZp_+FrtM|rp{X0pA+VLm*QX*n}PQ8NS4 zzTI*d|22QRmTR$7C8Hb*^zVe!XNu2nBM?Z#{rG_!!mnk-)&hLCYn1;SPQG2%_%m#x z{q~oGSvF6XN}v#8feVx3RZ|E4-$|0D0XTlH{EDn=RypbNhF)>TktVfeM}fTfEFI+=K=GVCS4D z?_7TMc_<{Baz%Ll2g7q^4(kSkx3fM`btFy=ISeMG&u)9Lk1WTW4=u>NcCC443W+BI zIb1E)Jy;vYSf=zoR zxnX|_e72ny7sFAd#z61ZtvU9g4>~&Li;7)ER}^gywQeb160~c!+-!e)SUILLQt^_l z@_gd`KNIrU^nQu`C3+J-m+axbV0QYUHE2BmwWt!s$XAI03oX%;*@lQ;m}6^ z`|H^Chmw+a(2^9K^rm7SUlw`>euac9pJtxR%>6A&`{_gO#MfUu>eW~F7+?XuQxd6U zictO(et(sPgt}mR;0F)b*lc|?kk2g1$!m7x?`OiXD?(;+90?F)<(5=bV6s0^xvOiG z8t@*z-FIQEx96;uF?qvN@*s7ro)}hO0K8v4;+KM-03&)FogL@-!fv~x%^Ti%x!V%r zu3Jd--6D#QhQaBWgcmQMX&1B}uUYo}`lF+>k+-BU(^YQ3+faUm9lvWbB5K)e#_G;0 zI2a)Ye?RS$NO*Kq>ADR5Dr~qq6z!Gr=>UEXGt|YA7rrnHfSTV)3Q|(2!hfXrON5VE z90o>)qs_)|RXXDOPqpwiT-LL{$ZFpC>r9HyM7P>^IBxc8Zpiy>#oE11^ZAoD5dz|| z^RJb+_sX~_j&+`mo1F)NBv1zUD6CiJSD#&89m#zg>B{D`ceM0@>U`ks&N2ZwEn}rI zRT%q`W(++twF6wHKD7Ri#b&BFZjJfuc^c0LdpH^gQ9#_C&JXRZqUe1>1=4O|c(%%O7qQ)C2ocnPA}<^b9j^OMI1j4~7Ta;p6*Vpc&oq zvfJzCwQI*~REw#K3SCBRogO)@>cFsJ@X}n;prlZ!4sE_-GW5^y-l}{4+{t@GJ?N}3;abqVm6L7qiCtJ87kK;$B`Yi6&&;_B61m?&}bA8!dtr}>U)=>H1u^x*ptIETdhuXA^mvbx+&?M7u(9O#^YbYh==J^Qc~!uJ0;Y@sH4tu%D>T-mc)kOWAQ)yE0}V*pBm z7Lg%~ua2WUvvu>=>4uaq5f+$HPJq02AdJ~;R5CTqUK;k%#n=t4edXywvI;b72&j4j z2r}y_DM_@LWCv9IjTrKT!XnF5a=yjSWvOalY%wBq0#iPOUi*M+YT6W8|3SJ_y+-4JsU)~A3QUTj%E|5hI%`k~c0+Av@9I8p z0)h}s-s-S#YHA7(564zeN#m%svWH>XT{Rlb{&ADY`UtQO1Jo%!Rl!j}%x#*8|Jv8L z%j%#~w|RA3a6^rF`x!CyEzO;R?>HY$FWtJP5jdfK1avn9hXWE9*yQBwq(HX9FGBqn zKI7o;B_t9)hr02}M5z*pIP+3;UvUO07NUD49&5#YEnn~#PvydQ7Rgx;0-pJfGIgC9PyBu9Ki_@Jo5Lm( zBC19?u9;|`S|!qW^^9`VOD=Bn{Z6bS@%H)t#P_?EBp7*PdWZU1x4~XvbV#cQIEXyy}&m7Lup{5C!NwXmUfpz)d!`_aacS813n~=XV9B zNK?cLIv+!Fvwk!?XFjGNY-UoQXf^A);2CDG)wUlD8+6rL_$lv#XFj`Y(aq8x@{L*= zfc7}1xy>*_hcp<%N1`XcE1e{kx^E6J%Da^A0U<+ z8v)VBP|9=-Sg=w+R;&~M;g6{LC2-y_(hlPUU~xqZ$&NuW12hWE%+Q37AesVCb`t(GJ+v=lcy&IXI${K+LlOLeMFpV!iM`1sFJ zcH^6;9M6&EKQQSbc|3eP??D6%ujC-(Vms-=Og6v9eyi;DO-(bYICH5=w)V0mmyKvN zR+Y{AT{o}bpYg8sA$wBmX;rq?O_hlmf`e9X(aZ+UMy;LqOXcnkvqY2^1a_(1(8DzA zeIK4+A;FaPa_M^W<+}+X(Tw=}%xn5?eHxP<%|+Uz+d`z{+At-?)GxNX`bSU>lf#`L{oI{59hme!!rt;Vv=1;o;Vcd@6$o+9FOS1wFq& z0{i!{g(i3Xo_`z1kH_4Cl-}%yL*zO+&uFXV@YkdFYO2nLkBnIk97s}J*?PJqpkl&x zMfnwf@yia)?&XmV(s7M0;dMoovWIfcB-^p=6;e#+{G64euj)HQ$tRwo%sMXK|4lI6 z?OKOL+|A6!@DFxfQ|ql5p|z2s(HYa<(Cja+EQ#+lf#%#c(C}Kg@cY#5UszBJiEd?X z9J0(ze`{?a%mC+HdV%j+_R|6p*DmsO+Sf$VC5{;WWCZmt@KBli`mo8SRsug6xEgO?kG=4V6CpCPSc z;V-I29kzjgKS(O3eA;fbhPNW2!&nv$d%=J`U)Omp;(&l1uHJ`{>3PbH>BRm{@mm#( z)5v6F;M25%O7GRJtwDL{nV*+S-w6q#Ut z`MMC>$ulVHAAud3*=qK)3(rMu6HKiY6cX=!;!mmD2{D3G$0Lgy0-7#}CoTUBqv@aD z{PQ?`JJzs92_ z{pQU<;CBJFO7hPP*dyqR*@C{-n$>1X1$lXGW|Q(EPo{4{5U<9{3ntIM-`e^{^D&?< zARzS5tVlm!e`O8(KAxdT-@cx2HUIg0a!gOrUOorcLWJi4J|m~k1{rI+Ry!%ox3|rf zB&v@S{c3W+AE_a{dd?g(=3UriBKLhLpV$Lm=~>?=KlQaGwQR~oK!dR9nb6YZ?{KFW zOLYT0c2=ql4BoeGt@ZcIT)4jP;7T?Cp|tpKIIrF(C6F@PyIBy0`2h7CMU}gawBQtS zzP|ZVejBGUJFvY`#j|?m@#o?q4HrUzpA^hG0}e~dI6T8AI)){NpVzm>x5GUq9@_6> z{-kRdc5xIN=^7r^ul*Mf8UQEAMLIW3CAiuSIz;U2T`-^0iKM~w95^BZo; z$22)>R9Q|;YLE8!n{hFiwxLjDEz5~U(a+V}rWAB_tr8b`gak80UEhqPrNwAMTWLH| zxKKV35m6m910lnSK}+8gLQNRcip&H;h8a^j)@7*`yv#7jyN8_KW1JGWN=KvFn8|q| z!B8GAg0too&TW$T#1+@`H8~mT^$$h71RE*jx=LQ%KD<6fko}|>Ei!+m!BB5&a=1*) za2J{qiBzg3W*_HvgkAB*_(UouQQRf%_~8tzrf1>5a2$12e&(-XU47m%&lGZD4Q*F0 zdw*>8u}!5IEUD}@28Td_8_1@Alyvr*?V485)4gE6qcRm7cFCSxNi?U^MbMsGuT13? z9!ouzc2|Z1&%thPaeTvz;I(pgO4rQ8jn}YS4Lov@Z&4^kw{H%`8io9k_jjq3H_U5e z8(ETNuel2PF$GA&Jhw|k;gt7u*pkwPJh(+7pFcrvhFyb@ufPWL#;)%NhFhA1Zd*d9 z&YhZ+R8wd1y91cJCcXr^v`Bk zs1m>FE0z6;*$FPFUu@M4bw@`qLSyY4Y}}{8JBX_tcp1|!=w3?eR?W*#;`%Lp5Z6F0 zH#FBg+q_iJ!ye{7xbh$hMQfcVYLxJ)M2bm|;nFwO5tm)xHN#22QeN1Y z$>R)5`o`r$pi!C%h`=U)!)^x*zR;GKD{JSV&m@w?bxR^gD85)mI^uI*lQ%kPuE6~C zOkgk0{sK{^$Yq6pzQt~Z@11-4lc+6Gj^h&HDJIh1-jjg~W^10;Tx*=e&B$Y93hg-U ztqas{Ze58|HhNXR2y>hnNJ%{0%eC2JM79Qj|Dto}zwf$wlIh`K<~*iQ9sHK*P5<1N z`(ZpDsVNzq;XMLQk?cvfSd)mL_ixc?)#5KT45--0y7}eG*+Xn3m%j~(##6x&w^3)! z8d_+44HdoE1Tdp7n@sK=?yt`^+cP-S#6qouq-elGs5+N%LuO~s+h;Y~XCt<1?wV_L zWs4cv2QKuKxP?@m^c5Lpv6KFe{6SrJeM+^PyEe_rW`R$9%U>?l;07 za>RYNtq7yOkVgYak$8t8&Z#&!4KtdP-uoxiB z68Pxr$g_?YP)8@C(OF{MTC%x@`)j;PjhPp2`RAS`nh8vpn@hWCPr|?Z&gR?PXVH14 zFGK0+65Sa)zG6vml=GXh#Mzt-M(e#1Udni2*ZUUK?pf)zszB< zV$4^Z^KN0w(qh&MyHbq$bY5cs12!~y2qInO!lLESb-pBjqs~)QB%iCcWg;q9B z1ny|pjY-%0M=DkZu3@C^eUbAO^(tn1`YDOQd@H`pr%2e;d9TI@A`ttN)G3UJ}2B5sNqSk>boElqTUvrmKafmv&nTnsikmS zoGMhm$Qxa$PnXg<)x$c{uBTT>M);vMc-$B+&9l=;KnD`SCVOSSeLrMnWtl0m+(OI{ zw(HlXArnc+pXUMoTFI>wkG$P`UFP(OG7Q`?c59hm3*^dA$gbvRVdS_}ma3;iv z>D5=vo3QdkL(F*9k*}-2U7J`69~~b<`>SGj>P5SQjT%czY^2SIs!pDSf~$+v!%4~Vd6O0w-E?Ek}@;L`}?Km4b#)pwIhYRKZW~%n%TJ^ zHoeN{b3?~aIlP~j54%pB`P|&RVZ?OrVgAp~AE&$YRCA5Zm}JHTd-lW~jXkA#j17{V zSQK$#RMF1i!E|>nyHxYCCZ1CGa67ItCVHs>!tT|nU0K<}<)Fmv!z=x7{+Z=H4PayOas6n(cpMVP! zM7j-sHl7sYVKTIs%g#>LG`C+=G~L~8mPU;#d)_(qw%4i+i@*AUCM6`=ZE>+r zo^jl4&4ic%&R#G+%?gS@V3xjGl!Iy>41>tTXGfL9R%M4(fY~!yDU&93f7Anx4iYId zEEb|dT*-~>gAMocZ)xAxxAg~jyaY3O8jDXTTHvRjM;nS)FKnr?)t*PG#*Wxk*la>x z5~JMDBvbG}J6lZ-t(ivydm>)+Q5PO*Q(@>nWbQh_N5XG_1oo~6lKG}#C!c_S@;GxQ zB}4cA67lv2y=|$st9t=85H)XTXv9_J_gP{da@LBtm<-w9N*X;Kc=lQNsC8jt+xhf# zaDm6d9x{;+Sl?j{dpdUpo)znYm=6$EG@T!j#l1(u$Zu1b3-XW>+stfX8jc#Pxy4 zZ3B<1#}RjD*0s@rzxN^-5L%BLPL`zry6~?g8kCu}BAv^SdA+Z!+}hk^p^t5!I{xGb zV8S40mH@XZ48e@+VR<7yvzz^{)9u*!{+Zr4_^osk%a33s%JlL1_e(0H%UQODJsW@C z@pGM33FRz{tHLhccqSNSktHtP{SRN{{q*Tc4*CC}cjlK{;RFQ``)2@}S6DZnGV1rMm7lA#!yi`llq}@NP zoBLoziRmKwI*hN9Wro9L2Q=!*c|*|9!RPy=VDvJ)_2*klSZ=0f2X=$tckANTe*D_MaBEW zwcq*!JMkneTJ_}}-}0Xeq0vF`cJx9V>hzTOlDp-wVvzP2%(yew3Mb^BO^XzZ$^1@wn`n@;mjGv z-gG(_5NP66|D68F*md2D{xkbL$W?tnd0p zu)0l+)sJesQ=<0$!~1^Yel}9Tn2J~Cd+|#SYv{azr1}OK#JIR2hE@r5MEi9tiSL{U z>a%G|xZ#c5C^904ZE)m|gv`8)XdhW|-w7+c(Q25+aD~J}JIec@=5c1CVs!8DNGefi zPUkgLPukSrR$QdD1I^vkFNLx4l&&?znAD?dgnAF>8Ux}w9S|df0?GR&#)Q@q^1p7L z?zT@o1wlv_W0v|&s&!9DBkudDY$&BTZRd_gH%7lu5=x{7 z#G~H_)QCV|`SzVVWCsS7j^oi-Y7u}i0!tP|$G5ka&My*Jy15eNZ}U1sreMG%C^%YY zp%E3aPnyS^==NFx_mpFRJmtB`F3$HtzI+x}&NdGrD*nC|-J&LAB$f3>P|D;4IupRgSn|%@BycPo$I({8K*8 zqD^~=jqJ*+_^OoO?*A$K zV)ah#rn0?lc4Ebe2Fd#$N{#oRg)DI4DK@={&wdyi0WSO~pvqez#u{+zSm_Dm=1M)n zfIqT|^5r$rV)CeDSI|9vc!zpkDBk#MckgM~AAvSecpOQ6JCN zc5SD8S`l|#?nxrAG2a7MVb7Y_67NI91lDVk2!fFp@%R(* zpmQ_I!C2~7ReE2VIp&t~WHlmB1$m>%+Z|3!KJ))KpoTR6ec4u;>4=QU4M>aw^#kDp zLPJ9d2?=AX63)XFcv)84g`~7AeFPbOjxXB2edkL3VoO7*u#&<}L*nrmFS_tpT{d^2 z<lM*6-xXUEu2kIXsatJ zSph9Z$V?nh9)A+6CL{A@2K01#6gb%p>#qFWvX5jRh8rq5@HYqj@0d_HyqKKoGRK(UK)Du@KrG!O4$smf7na3is;bb(J?)8)6X z(&lm)X_3UMW+Er7m@cLH|dz*)EQc@Zjv61D~F|*ik?4oJ;e86hte<7U=14>5`(qr3-DH4Ls8U05AA(LepGtYE~=P{v6j` z#p9&CE^?GE(<@zfXFl_f{WGftSV7B7%thEiv+M&++bDSrRm61U^X@9oc9Q?_qRp!@jsls9&^sgDv`3KxxCF z%7p3c!Hv9`&nOxRNa${{Y`@SKgflgvLWz1ty30D9stBlAXs2?GLL8f|J^CmMcF&BN z`vNP3x_TO(RloB2+}}hyaO1@S7VRwXS-PFl$6H@Zb(?KIBF`Dz2&ufHz`@Xhj%#ooJi|G=t|y26#p>1TO0PE3;;6Zu0|_AQTb``r%5I|KTS8;Zwhr6oDE>NO#P zda>dOvD=L>$q!<&%gJFSE28kJ3}Ahw5ppZ2uC^49!d$4m-@o(r7hzsgM}!6kgG0UH z;k?n|Z;-YNUl#y>7n>2ET;;|waFv=ms}&Dkk~Dh&Uvu7}wIiOTS8X3dCuKQM%dEnB z5O;@{SxE(Aw#|(ANr7cF=7Z3ouUO<1C%d`#2b6f%u~f7s8gh5Up0#ZWAKiyH12M*N zKng+0zAdg9CicUJf=x2@kc;(NHF>UNGnUg9vB}wr!ZbFt_M0gI_m28MUnot z+nw1Eb-=+;!;9jb(YB5k&r>8v-q$SVkF$K;ish*&vO4d9e!RZI+{p40EU)#~i2^V< zO8Q;9^#S|YTlr$=sWua|Bj8c1vHTA`9g2nxN;|xq)-V>V#6EZ8`Gv@q_#mB0 z&%Zc-`Aw_6ZW@PiFsWa7yuDxgo1yM@Ec^{d%cOqtQRL}{zp3^rmsKy+R6vpd#HyGz z+-F?+QAG_t;yBX(2(n4L#Rv7vevY03Um0znfAZWe2F7PiLlMBxdyWwX%6cr}bU?yG zQ!^M85M#|MZsU06$Ude5o7jnMMdADSL-`FA5HsD;oPtl+rR4L z=ptXs|8&W*VRuM&+?n|K@yh%a1vs1cvkhr}4}FPfZjN~M>f>OU-(Jyxkw@L(hlbL) zF|L%C{*O`BvhzrwX>PKr*mgPWp3Hwiza$66UwiB7Ku+|mheX7qgLeSZ67hZoJ3OCHeX^@Z zSpV~KLBT5vSLlsm-lyS6D$7??@bh9lJiMhi$iw+Ud`uLhA$(Eepm{8qlEH#fRI%b4 z_#2FNsYa-?K?^Q%fe-j0|Dq)m5!;C#%3o8$&bBNGG?sszH_GTqi(&(MgztRu}u-$*W0 z8<~bAU0!? zPY*Px zuulf9Vh^yF3cc@4Bl+OS*5bL^X&X+`LX{nT(TFCw`>9f$f7IW-icbw6QMk0JyBGl# zjpOblnMV2DRlY34B2-_SjI=R^JXOmK$g?$Z`h}p3LnM;SuAD?_%x}DiY zal0EM^Wj?fdjWy~(SV(a98Tr<@-1C9^Pid~7nL7DcATeaekSli_VunkNlA}ZGgpeC z&Y8y?6yblqjd!&y&mqf>JrORHt;FPTJ?6`XJ~shkT0}4-2A*w0PcV7-#9UFq24m%& zgYC_&(EgYqVZ-@B?X_veN0aSwCG!c-4kgp-=HGPObJ=bhec}Y=QaM3|VZo!o*6W4D z!rOWup$>~YOG4C_WIBL~3ydnWCMJ`TD|hkf%0wmpqjf(3TdR-5GN zF>)F>y$H~$VA1E*8D%8TS=3~d@(55qM11SKxGva>H;JN`T!pQAgz?P72QQGN;ND=csI?Udunx7M}Okb%J5oY{&SZ%)Iq0$GAMm;zt!z*1=_Ao z0UjCp+sloxvxWBavg7ypuG!gtZkoDy*6CIZN8}QrUjA6y{lBPIC)IaVQ#Kb$h+JF2 zz@-XQl>Ea$S&1%{gu7fMju)Ltb0P5=gglzgNrqFvNoEe33uRkQ91C>)cAG0BZrRSv z`}!AT+|h*N9cJ_+5p$teRha0~8Mco0c3Vfs{3=tlF7-8OLV>iHjo-m4Yk3~c%$1pc zp0JxJs8KMtDhVgdLF^MDDlK}Rb;=pt+X|tUbLY!1k{<{T2cDdOuzxmbG35BCQSPBL zl9Hy{J(pm4x%;;p4*hC|&W8(4oFv%>5)7%QVh}9{%-R9C<`nZ1G

}w7_KUHiG47&zxC2@)hymE6&*Q!Ci=zY}vkX1YNC{wI z0^L&%tz3P>mY)yamz@j#9Kch5T1b3}%cuTHJ-um_vCs8Pm9e-wp}&z8F1X_8f*j$u za4DSie={t718}wZGNL10Nn&15*yoskuzsB50($ca*traK;gU85W37jb*9G1jKp9gEi z@BkhJj>%^~eRd7~=(oGE{{GF~Z5R-g;NcZubyE!IR>x_5M=l+nMPGMPwYZPN(LVR4 zMdYdDYkWm#&kdu*?^O}dP1n;$R^z~F`=+xly64dVVE4DMWF?C$Mf~nb`2;Ksx^M0K z;*ml`&AcQuWX2V2kZ+PIpSUoTr-8qI;Gph{7T_YvqUm<4A}i z-g7s`{pPbZ8E@qb4U7DIpti4>%YBMexe%Mad7oS%MO!hhbL~|spmP5C2@q6*7S64lp3~{dG4=FF()JpF9ONyaMU6l> zZ`8r4!T;Y9nKKo5(^m#ejSE67kESk{On)_B9KKAYaXr5Mp?ef9eYoCwnZ;W7g#d2h z18VM}*mez;_})GmhLE&UwDt45 zjh6wuLIrw)xqB~;A1iqzX>t+KdZ9gnnrXkBBH=fkuw-W=Pv!Mtv7NsXa_CD{_ zcGaX>jXP~>OnCTisP@b3X^$j~U?@bU-|5wRa4&u5yj+GME>OWubCiPzFdn>U(RV7r zFzC&IO~C|GYsh^-WNK{`xO28+TDQWxT$ZeHEDkW?DEW}TJ5Rz<8lFn~Y=7UEVd(_{ z!xA2ElG%mC6s?>vQmi%q04fs`!Vu1hN1F;b9ricrR{8IrpUqdgv$WZ`-Ms8PZ2j)y zR$0a-qg!Y)&U}zpfh%|Oo&R9cZ)`eRAUiv?rnX>YI7&pshn*a;q6KMRwxR)JR^AR; zyen*Iyxbz8rM%#b#F8JMVVNAznnGUhp|hUJEL8kPY?T~jQvh+94%$`r6>6!7syf0b zB!P?1u;*hZj)(76ZtqJA@k~r~xyLjd>(FcRZX?%lAG0y(5DjUv$lU7}i`MpQO&xp| zBCzs4BB6^QN;DZ~FKdXuKE}&-SS`#&6-Fg@SH}BCbTpJsRc9(}oAAozDadurIhJ2; zSje6%YoW^FK;!<-#UyGi>baaP>Zz zJ{zT-$w%By2}=!!e@aUi_9aAbv@kz9aBZ=4CX$iHpKfuQi>=z*+p|o3QF0Cfsh0e? zk&BxpYlLevU+4O);`uYPE{5)`?>wT6HO~6DlJYapV;@X2q$`)ztgo9}3gv@DpYcbv z22?lYy63gc-|XB&CcnWL%&fNx#e47@qY<_;DioVp6&4zr#~zjg16zYtt_P9wTYm~V zg;0Os?fJR6KW}_@K8u_}g)pp=Hw^A+9uHNn&3NnRNUvR3MC-WeixXOu#=HEUOk9&? zlywbhDR7GC2XFKQ3XCt>BdhcyzE>Vqg}x}eqf`Zr%TH}Zv;9-;!EnoJS(eif!D*rB zvT%YLrdl|&`1#ytPUX+7GjD9vgSV~D%G==G&sV?OLqGXhZrR9M z#T1jTTfmm3e|`r-Yj1Rah(^G%JjoA=M}e9Y5vP~Fr^GG=5B#(kFisP3)FH4)~bW0uPZM5$RI~Nhv#3c zbCNclF~Wd4pE6)kejgjXB;+;4^QhBv&UA7dwnv0OtYF|*qJ5l{jid%$p8W>Dw>JcI5D>T;; zS7~f`WNvocWsbS{LHYu^FleXJ9gP z@xFb2WmJU>?iX>mQ2esA3@6knlpkMKEBJ0>4qn<$KAdvz z`%bArv4BXGR)7EJxZW z)|a2!ZhgH4-S1qn&&x?2Ui&=s`0-*dpbQHCFJx}*J~3N+;>E7x+&A^+%R{t!Cw}#2 z1P=WDrY@TD?gi(UdxNJ&pgv^UGW_IRCFQ2~iLGd4Ut18ozzKLRfh=lCRWViikMk##+OANtLtLTw8^tk{A(AT%jiCKl=QhNVwk|p+QEgbzUI- z$>qudBbG-pz{O%BPbj7Zz}zSR`K}h?|9eP6Rly#g*HiNf_x}BgcT$$=f1I5;jTC#D zMiR=HoP5s0Rn0XteRLEd<0BrnNH{@7i;Ch151Zur_waMc+OP4;Pf%M}23aNsVMXl6 znb-rmyM9}f&W{BY@42W=$8rN7W&5yHjO(n2v|+*={j<~Q9AD$-B(eh=3tqJErHA_q z9?#+Lz@8eJB5Ad2bMtw_IS54wMKR#3zz6`6fA9a54bIlpmsIPs)XFRG;?t28vJ8#P zZ4dfgDHdDBJRLh1F4PN@_wnpH*2Gbq{*A=zB||SWSi~c$d_Ratn*!!sSuYZLu2M@; zzho4OMkOzyK@V)bIR5lAQb<*vVg&;>GoH~0>~%NS?n}K*og?+zG*TnQa5#@AWe&>n za5&w1O9rMb)^yx{59&rHD~fp?bi{7&YNgqhu27o7%`NyAun@FJ@|(hr!m0XiaEqdY z`~-P`_%Q3AgYIUZx$%eIW0QVVyTy5_joK!J)+expV!_ z9gaamuZ1A{g%27EbHmFEinWkg(O;GvGDJcF9P6Y2mH+ zXW8wo!@pw=uD-1DQ_k!Xy-jshGcfA9N`>0pRBnf^nRVMf8_Hp7GinVuQxp?HNW}sr zd-A`RV`n1W))>*wPwN_cS=v>_vR}-KS$WZE84{7&T3cJj{ zZdJ58c!i^nV*TGjNt0|thB!+^sR7n|LwB0l)hMtoSz)G8f(dMse4%;AvY{TIT63=xNTGdy(7S=aQXywV(|S$ z|K7eH&0nOL4hy{so4%cqPb#U}ebW8!n(X*$D=HF~oaibO3 zeSE^tb>?cSWEYj-PUO?c2YqkUT$*>h5UXO)*Dr0bRfMZej;T6-wVi7G$R3`cup9Ba zT4~CLJl9MR`8)t~K$4&HY?<8@crm%E zVpDfX(P8jGUrn9c3m*CTo!}^A{3a$mr)g9 z`pBMMEupHo!QUjgwXl+UapZ|Ai`mpv=AD2)-@bi&FLSmR6T`R^K%FyyIbddTC}spw z(UTi2$yH&aw?(X2aj&!Q)`M^Rd@(~kczpcLK<4O>oWX9thifeVI&sTL>}@jlJ)_g7 z9fmN)!C$gdDpDj?b>Zt^ARHXvXDYjfW}C`B{N3^MjE2wg33uez9Z1C%a9!foGNM z?lI#c;99;##IY@g#e*Te+Oc_r@Sv^$UH=j@9PEwB_1(dC`4hz*j9Qw~F3Io~-3Ckp z2egXgqBYBtsbqV~Fv4+0W_AQ>6;jz^P>Z!%(OM1{Am8u&e_Xv~Tvgi_HOw_IP>>L% zrIqdum2T+<=>};50Tt=)1|>x}bf-agcSr~l2c)IndA#2L`#cYy?(cr^?6vk@bIm#C zm}9uMgzpP8D*KZhsuQH0zI|YqBmL{n`_TYs5dj~Wc7}^Iaqn88>68Mz0vZGcKaxGIa4O!8P(<+ zR__KDW2Ym1z`cHp?X<~!3(2(=JY6#@{64kLP)_E+()ZEKVfMs!=H6I|l8iZ*0#Q|b zdHJvf$LMMrFWRGJ>VSiik~tEgS2dC7JweGXGOs%IdXHFwu~ zxp9m{3u-3mw0R+88z=fnD~QgwFYXS5LgB~rsaaV`o#Tu&VUccSnr?C3(W&M)V z@ANh3ZcSCbq!ySFcH$t_9%iGrKb*9N+I`k(ooo2hh$*~IEJ_f=mzNN-Q$W2^6n%Nl z9ie8?SMU4|^>k<%Pzs>FZ!|6G^)?^Gm$-t(lUI#{gMqpWB?cKYb(^A1vV zj-t}f3YrSYCrb`0S6u+H{b3hzn9#6XA5}E<)JSE%>1uqvS)xN6wRe{N-Ku#E5y$qC zj+x|I694G^4{!VC*F6fDS)A->vomPleYH*JvV|eaPqEUMnO!G?#Kgi8qpYa~3vQzVeLvURm!PB4}ozr>E!P;gNMx z_^PANooh|wtm|9BSIvS`icw}v*r=)c0_9$!^!debh1<#=R|@X6QOvM*Hp{J@IL~eS zEOX{VjqfknEo^J5G>OzUE`8d$A7tiG16*b`J2X?dLJ=jLAwDYlVoVe^gSPbFE#4nB z-0bNT-%tZS6s!fdJ8sfn;F^}5A1n8XOf*i5f(Kdr>w86HCvq;ds$ zh^1HGz#^YypunQjc*w#*fU|G6zTxVkKS^?bP0Kk0Gg$>jNT9jA;PB|vb6^8xKQm8} z&!NTOwQNS(4zEKCSH?)o-xzXyrpV_cfAYh2`@bc^d+NNvlb=k{_k;=OZ?0J!q-Moe zci11KF6P$lRB>!Nc=HFRwrN#I?6=%&;~$B)DVVh2bK46{UgBB$S<~o$+7x(Xmijz; zil$6!>vF>l0SC69I)xS}Fj8bz94Wb6`wMOUN|8vE!qLgqp+XVEHa;rUo}i(A9+If{ z)NXDO^o z)SHWSva`nr9H~bO5|l`ODQ^2{m(6Kjufd_hU^@GFg#z40d&>2?txG+YB4#U*tCp%s zRJJEi_;Vw0@9(5{5v0lSWd2QVNtZdf?IJsjE3*(+v0hMQwhet8QwM6n)D+ZwEq}1* zzwDAf8U5qqziBiYqm=YCSYj;$+^sG@W5VVnI_t{jhZ+*?Q zior7khOPcRqfwF7J}!wdqRyQA2s{57)DOuWgTzyt{>83ZNm{8=YI(WCsj2HU_D78s z7w6TPP4lqyg=Qq76Uos@sz8vn``pa0zeux@Sz@MdHA-#*qYt z%(40nicnzszj2n#I9mEc6F__W_ttqG2Z;NDoj0Sf!D5s)txID4&wB%#M?8&NORdhd?Y_j(`dm~OX7a~ET~sHJ^8`; zharTmRc5ar+`!&e&@a|(*UG%1| z2Olr$VL63zuS7*_jwPS8?aXMVqM2}tIpWOm^Im9i)_bpo;#ql_rI=Fmdf7FH z%N|-f8R$t{gte>A-NXyasxT~xH64DskhZjUbk4?7Y*|ZR#qHwk$tDm&Z%AH($xjTK zO^qnd6dx7FmA5c0n5kFv?eB33{NEeJNw4-E>7!!^e0kM5YkMeX`yTS^e!*NV4*TsL zp5RL-@?P#=)2|`f+;kNbZr!uV;jypV-~4hxaO+kukM3v@mz?!OUS!f#_S1P%2ANBN zMnQHYQ4|FtC=3uS0_T5GA)@+1VRa# ztuFdRZs&1=tWx0Zt;4xU{yLspBC%?gDp;~b<#zfxaC7VW2Ai9VhsU1h)S%HSPnprL znJ*pRMlsIZtu}BmWG*7T*g9^X@~Vyn3>j>@yNZ`A9~_5;d9OK<>QG>8D=HL-D3Qm? zpLAU^Xao7edS*AusYLA=qWaow6t{Tywpo)_j){CL4@@p^vc!O!HU zt3H^0dlEc5hm`f2^~ENL#RAMC&aNUnk{5i?*fnH|uVvMv#D|IluGU0R%ZkQ~foXGd*dCtl#FU-ctK zr2_z>l6e!;*y|tNI^qV}fW)Of4TK7*ondrf@@d~aowlTkfc>TG&JcI24`*tbl?;_( z`NPgzlOLjtFB{1?L1$jZxT&I9+ej2L|4!5ugZ`cg=_r0^hAY z*93spFMq=c!5^fRAhJ5Ir$~?xt?!I}NcjzM#BeiGxN?iiW41HzL|$mHtCv}NgDJXc zbDf_&j6`PIY(uH+T)U|(g6lCS6!5+q3tX~Y-(9>vjtNu67X>@JApufJ)HwA&KX1Ut;9~i6xY|*aSrjt* zo_Zp1${Y4&4$%E2=Nr=|QNK>eqPlYZN&}lcx9j4F&JTaPeWS7cDgnKgluPpC)1#gi zRg1-xoGUxKR@$L`0^7_{Q zg6gNk-}HoMre-(_*ruo#lJZ%X#`DVdV>`QqSP$X#`uAVX$C!lSC9LW!ShYmrU#P0l z-%y~i(gxmxUNYh-T~B5~*akR}^KrF)7a+H3X|ggV_s4CYgxQU-9~FO&PAN2+|J)aY z{R5t~W9Mxpx-{xEmhnyd~%N+l=S# zJZ-(`^WOxuN~-v}(=>LJl^O|&6j}7#Pp*_6m`0i}JJC;xx?2LIxP;xl_}uN^1s43x z)n9Ws!G7{zggdtk1x}g_%H46@oFkj;2hNTw`ZZcRd@g(3*}xX59jJjRYIT-|o1HD{ z0?qj97hgQ*8NQ*tLM1Ihep-1H`tFGe`kR>qln!U+L$GpI;}_S)(1PQKpT109dh zCWe(loGbVGA1ePC~ zar9=k6j^~6*&|A0A^$QlnklmixZ@=;{7J%KN)~7vgM&EQqk0eTM7YvoWt2}PdU5=D zf(X99Uyr1=o7pV!OPj*#Y?@w?3C~90p?_sUo_x>~{?V$8bJ!kF`L^Y4u~eanMez1q zE6)mkgiv6ek#zxdSmh(%R5OZA_quIw5%R|ONsRuf$NrZpOKOXSKhnI)uDLs=x8tsZ z>{{6O^4^;5ujKOSI-9;@y1((g*@j^II=ar#Fdy0aV_v1Yu@Nm`kI#cKQ|9_`?C&7qW`UB(SIo7bJP zF%Mr!Ji-Z6hZ_CxkarDTG5OWE(}|K4bc%hH+Xsd%aO#dS8~TKHdL*B}3`twvigXQ@@Bq*mFyU9bjbPV zArI#rG{KdX4E?T4DPuUpS*r37Mv0)|W`G(__*0vqS={^&6R;AnR}iQI-sWZb6~Erz zVylarvNS>besHu!0=R&$)}BeSnj;@$o7<;z;N6jhW;FN(d0h6Y{gKjns`_BPd~SMF|i zSXi-Vvcg2w**p$+M`3w>x;k#-OLbZU0ef6rd*BCdnlDrm+VgYYUzp`|@FLtGtg)LD zQkxb!{UwsK{HLSvZ(j^Ar5cRG8XmNRh!hN(seq<}c1uci3x3z5d8Ws@RChKiG;$g| z#+y?g-hyTQq3a>nGHhenX%}3Y*bVqCp1Kq6zPzM~qE}hhiT7TgU zV~6qKQG(ZF4js_Ei6%2+7rcl1z1KPt+sU!8gRIx(r}grVd# z>T{gAXJ=xy{?F95OiqtHs=;DpGXs3!-`v=Cqw;Pgxn{$QgEg1F^-b?1Y*BO-g>>8f zz?xTHq0-rHey=CmMeZPtjJ$ttH920Ki_Ht21)3IESk)C(9qNmS_~hy8@xOsY8}%@Q z*H%PfQa}uD)@!2+=#tt_xQ9R+1hS8LDt~6CQKw%ZU)Od3$?k8fdn3jNGmUl*=$qK+ zgC$)nCnu4V>u^P~S5He|kq$rCjM`WTII%=N9>v@sOsvu5zYqN(_+r%OQ0drWqq#f?Oh|v7T*`nXa#L2b>vK)ZZ=MWY#PTn zC!5rNyMzDV9izq(nEdMm=8%i$H!D3)Qo3#Y$1V&n&dIj0ZWWCrZwx^LF?@f&CymLL z`Ofv?WtSXBbX|m?Rc+DBEXD30=q{mnNj;h=6+Vzu{Xfrcfm`MO;C$}QWdn>^Z&IEJ z%6WNnE@+Rq4N>>NME7kz5}zKjg?Y*V+p;6-&}GxWr7Vr2QJOYjgTefs@Zh?H!vG@!;*MAV;FZ2^cv!|o2jqa;WHDo<@WP&slkM! z?g#3ZIuG!;2yQh_Uq7FqB3HLs;pC2o+wV!cNMeK3h0R;km4y0*h|0gk;OF;Sm`7cN z6k+vd;X+j_4J`Xbh3B*--#OXydwGN!ZExGU!-RND*&U&$s+kLT4tr#)xaW6(w*Cg! zafkPY@JkKA$BkL6@dI;ulA-*Jt`eQ>eekA0H&ZD#u%&%65LWX4{Ghi~n2^UJp}v!B zT!Z>G^qiEh01tLjzd2}2Z>yq526|r4lbzOkYu>-w3qgS?1+qwBKiaWTdk96`VKPR> zK-bdJ$Hxce@_RsF4EUlK!WX;3pr53vt{%@lou7w5AWBP>Xri;dqENp*@n3AcRa$*2 zP1!KO_fxBF)xdMa>(y!UH%nVk{W^Dj@uG8EPC$7*X!JYYLx#J@DS>apR2y$c5 zU+%n;`O06yBPB#zev9`@HZpt2-SQA3yTkhsY^|dW1kL~Dg5GGi+J2V+5L3E z^v;n;C(OUQ49Ri#B(PF)P+p^FVrm3&4KHZsc%5#y8DNbJ5AOx*pBnBi_qe&a;k9-2 z_054rFxaeo7+QTua{%I)Y-HU~M}nVA_H80ve4+KT&)H=TUX z^f5sq_r+2$eM*sR>!!g{7S%n8`wDg%8Sn2nO8wC5 z_!wU+zs4zRh0GBeB|ko~K)&$-xjnh&%NamVh2&vk=bAtq+%_E0rThCT4(wh5ulQreQ47xH4ZeXZArTR_IJ_6anW~=vo-am3`u;7NOLe< z_)=ArmzU^}+;qNQ^o6^6Z%_v2`(vf4-3lL7Iq?venf4^HA#>Bc`1b0V;@3g=R^V)J zh}Mn^SZ2jtJ`h{4?wmYzbv;y85LDICAUZ>@U4gQ-!)|cq=8E)RZ zzWKUZMT|l3?z4aB-`-sFb-()IHJRN%_wb)|QD{A|85|VUg$BNqjMNy%OjWtuSJ$79 zZ?S9ABxYF*U2G+;cordf&3a`;OqbK69nC$!O_!le!x}6vG0DckQ{*$)55JDv+KR$y zQ2emF8H-vv?AvpZK>lU%7`jyoeFSh-Qc!y^8IMp$IlOuZlU#tF!FE9>jzzHY&=n z9>imG=Ndho^P5{*N+xDtAfgD7q3annI6f{ZM>kkvBoY1X8<_Jcth47$J>NUw5kA|) zRdwhionHF~O+!9&pr7fV7{XLmc3I%*LrS&(>(~1c3gIJ|7EeO#VlEEnDR&Eh+3gdy zd!j5QCDqv2sDcqLe9lw$870pKZGEBR0LQ~GexQ%~;#~mId+Mq5^etli)?4UgLBaIH ziJn^aTG#`s7fV#}9=c4p$ot^;TzToVOYFc(_mqtI#FT@)sK!Cbol?OZGw3B1bIN-6<@F9 zbffsOZShmQn_Tk;-C0!F_~IpG&68pOz^mQ<5wAa(W+@SJ-#}9twY`W(-rnBP6>*H( zIoiGg2c>gHa8n{O0n6E9iXeX*Is8 zF~L4Wba6saarm zFPzL}Q|ey!{5q^K3|^>)>Bae3cQUSHB$1d1vM649U)*;$D%xt3=3T{@)nZ%AdU{GT zr!4-%I+OEj`(H7ie)9e8Z^PN3mnn{`^NfX$srTi>&U@FFbF&^yS7OX))KMDR_`eRQ z^F=9SBcDDd&0sW_*vbgC_8YuSCZtn!)6toZ5-c~r3{{OTfeR@3*nBm0?*p}jM7KvA zyaBpE6zAtZIXWuYq60rsv00hKt#2FG4hQk?<($H#P=!T$@?0Xj+3#0g=H?$mC(XPj zyQmk=VPR4jVBk_|h;^ezXLE58qA}q*7l!!XQ~KJ(!O>CV_HQ^l6&D4qAp}Mr?e`w9{yLIBY4I`GixI~yaL+VY@p1;85j`V6Q?mGUC}B^ZuP;_}YtpT% z^hSptrIeW0E#?bHhBvzUydQCn(6SAdY9w2KGcs()_&t`9@z%X7p8IP4P;bNP^0Mix zS)=0Aq$EODSJz2pByivv%-6tHD5GMiP?w*wOU1$&ri-gatL+!Zw_5gD0|boA&5p5myeC=kC|6A~BPX{Ur~^n*=x?dI-mNP|L| zcT55{7sBzll*7z92q%r4zzd=)sMF=hX7Ig1S17=g;3ac#JKx zIIe1znQD&W*)(D=K&UcRj!aU}9t*^!)!1}8IY4$-&`f~eiD@Gqs9o9F`@l+=KxYaD z-Vzy?R#v78`+8P~6of}eRp^7N5i$?)U}{>4M5K8pub*$n9hG5?@QgdQ5e@cneZ;lIj^Yb@bJ(~{@|lkM-;X7vI4pl0juE^q{1(_ zB((bF)zt8JixMLuKId$L=%Qr)c&-9jjZSZlEo9GdUtT52LCp=8>w?#?-qt%^SR3Uu z<>tlNmUlOPR5apfU%_Ld&b4UsNkvZpzo6jE)RguVtLSvk4NxpcIT9E2f`hR_UcLU@ ztq~>z1OJ;C`)W1kUz}}fhU1k~V@*S{R7XCRJ4df*9)+o74-iLp<$Y3Niat4 zU$(xy^n|*xG%95_8|OxRU_tZNgZd(m{-1mY$ zxL^YRoZwl3Rz=W6DBJ9T#!Z26^e}HH!dX<%~2EU1y$Hr+VZ`pF?i8KX_TWb&;7B;Hv2zZ z-rXL$vy*c7&YkZpW#*L{@D*jI9_cl>C&tp5GisFwj1J2%H#C>pK7IOj7E4I2NYCbp z!gxL$9;OP2GxEusun6;NiD{G$0K&b_1sNlqZE}{Emlqfs3Nip2kSm=ZuQS7Jw~3;) z13P7;O%gt=Unr zyJ@UO=r#mTiVIN^e=f@)$zQ?OI;9}+w$(n=2Pd1!X7fM9^xC2Lm3bpAnj#znd;jni@S% z2%Bi_U0n3aOy%U{LOVu>E%zaO8y-gvbiq@+Tx$+%qN$?8ap&^2s*}SwCE9YO4bOh2C%QFM zj@EkESy7FQJaKdDQc}JqF5yV<3CV~P*)&<1LcFu`O_UYW@2JH9qdQG-YPM}Yp`D!* zslw08dzUCJs53x8_$+30_@iQGw+$5oLxFCci@W}1I5(y5)oH-gK%|`H=;&y|Pyzzn zmH2?VoE%7HSj%f6^H3{k%m)9loJQN_jg3=~Yk24Huk0*!jS8oujm%rNj!W?PXJ+eI z3(Z}?c;r6)0&}p$-R$AfQ6WfMC()Vp>LuwTA|mcgEG89{(9lqWG|wLP z4D_VZ%pNQ-fxH-h5hcO>W*L$bX{|!k#i{w>I z?#w?;$z65uU0=&JpLt)sT6o+#cMu#TU8U40H*7Lyku0xm;Cn+VKs=PD`u%h3SM?nn zkj^-0%ZH_Wd*yDEsFhjL=^kmkPIR||fs^wgvx1T?;wv6&7=1{6_6vMGJmam!7qY0= zs5}E#!ZJH0QMVf#WAgJQ;4lyH8wa1V@bHY+`lqL-_f3yML1jDB09c?DzQi;bx;n1( zW~;&}vl16a@6wHrk5@?I2przo+dG9kZ9lH&#r#{i;y0OS1*kO;bSsBVD0qhC^#BvpB)Rf(g$ew|AwpGH$Kr*;> zY1rRGdyWxB9Yy7!{M8`Zlez3EcU)zFEe|>d#U@asp_1)KKg0n=Bs51$E0K2HATDz5 zv>AkcQ(7gZNVNIL*x2FE0Ux?uKzi<5L<^8ArI)7(xD7r_9L2GRDpv`2XnRj=dWlzs zj=JiiYU_fXojq~LigLlW<8O{JNr>#WgP$oMUPs9rA7Cq5GrV z7<;T%MeWfXhTy3VWjfd?{yl@@-;7Z8C}pshRATrCR_K2F+Ad?>pd#Jd9xE?}nEz-QJJ>RbrMW(f9T!Up4YVH4$`8>yiu9)C-WMAnW3klA*p>@0#btRx%5YbFg|)9bg9j0@2BEq-X=tb2r(Gk^wLspy~k;~2uRZK ziM#n+V}m5sg4b`t(B;OH%}h>t(vg~~TWFPFM!)?tv|5uQToGiJP-se%0JRuXywyq% z&x`M`J9d@^#i#ZU=e+wE4&WZJ#7Ma1aq)W*OKIc#7azZy0>k5+k0~J-C|Q$4p1Zrm4qWm(vZmxu$hb66fS4xXjquOrT2El&i0= zKiFWsPrzf`EQk3<4WJeou%dYlZ?%7PoO(e%KW~-nZcF{53(oaRCTa;p{Xy8=6-i48 z)jZMR7>)7F(Y@*#9u9Z?6^qn@JG-EI=vI(g{lYj(dgrchV8xqk0O-Dz=2FQL8&JBp zv6K;fYsC{Qq`U=Ir_=mWq^B$0iJ6DKtZq9?;fQFWC zqRIOLFmaUW5{UCU4rWRDsWEQMHC;fd5i6bDA-Gm}m+kpyG_F(u*G*y@S4hjcubhDJ z_5h>ND?Zx=z)(5a(gQsyH=*)sB@)~G2MpA!z^?ajeM~{S%ec8mCz$yETs4PxGb0`I z77q58`WY82EMccdQ*<8X(#^WFlUDiUnzO%g4PdsdDEU?V3Ihg3UbD^EhZ(UTVRTpmlvO-!fn@7i@(8r zpY3pJ!4GxcffALwK9S$(k)c#wW5Ot8u*R`MmtP}V!o$N!@AsH=oiikRaO2QWz1TpH zr?wytsp*pYG-4Skxp#iD<>BVWN)HNz!a_o`ze%N>ZH{0k8BCsRnr5bz zh;oC-$!RTRAJU3TF8K5*iQA4;6$87<=gGg|j=5D5`9g1R@925i4k62XUGs^Qt35CH{L@`ejG88Zx+4_ zLj?tSfq}@HmdVV;1vN9{Q!SO4U=1RMk^cVgNMz3|7LKsKm9B#AP@Lz-pwMP+<^e!g z94DtqC!UrvC}S5Js)IF#c*y-PuiSt*kB67wY4QPfDQc}89r{6tao~46@0$+L&MzqF z?(0+7;#>ejNpU($vq$qkmpY=$<2p?8p}Z+Kgs+|7e&O9!vz!XiX;BM{N1U~!|L2OW zN$jKRnB5yiH*w$kIDeC!lZo_i3;1|(#~FV_dZJfoKx0$`8(41pS4|lVZQEmWMyO_F z5j3k%8Q4NhGRa?W50Z(EwF+=STqaUvO$t*J@nE~tx9WxWC<}{xZa9gi%9St zdkS3VJjdR;fH{q>j*ht;39mzQZ9`9Quc>_g(*pgb*-~_7o$AL{L47OQ#0db5OF%jh z1NBHmmA#fT78Vv|7cL5sn~Z`Byu!M|B0O%8 zQrP-~OXA<7%(PJW=@VN5Lrv|DTG6s@Z8Pq5@l$O3j48nQJQ+BJTOD?UZyhYFL$6b1oHj;{p3TO`% z&w3E4tB;}n3m_#EWd!{noXZWuAm;yWqRas8Ke@l`*4c>7u(|&uWzyrh#37QsrL-~O z+Fny;$Q`5n{A_r6FK2?VREda@;oF^^Pm^o?h85zt`kDj}qZwl*c`!$oF|JS=8I|Z! zaS-iYinES z{~%(GS?nw}4dGrubQ<&8|85`mW`tV)C=FxA1ViNOc9b&B0er9l3cW%?aPGt;)LXKk?0s}2$t+yuQlVC zbUT+x0@*BwA9@^)830!5QC=qKwqx9tv^LiyjCjPQx&5On9+K2^2llaNAM^9qr)$`4 zT<SR;}p;ntmXk#04UXvE8|dx58hX;NozQnUG`$Ngo()yfN^Y= z)K)-&xxJ@{b5?Ras5%gmR|yFTB4(d}I%iZAinMK>`5@xY#0Q4lCR?*5U;y21I1^C! z{{8D|w(X=w7Tcvt>3ivI`rX>Zofz3)`(utC-3~&JtIL-{L>5LXY1c&97?VGw*Jg<1 ziRLF({<2Y!m9Wk*B;LOHsK#76t(MdS^-=1qB6UqD1rU=l{$EB>VNPOx3v-0BT#N!MY#> zxmh@=;H@(Zw%^RbuKc&iz7TCEuiKSAo?!HJjTwouoH%5&%&$>1(md=WB!X-CmMJT( z)Je{bs-mh;UJlD7(-F+}-n7`5W_vZ8Qs?jh4Z6rHoyHkEJ8PAEc^Kt4K^P}<_AQ^& z&*xi>Ij20ImGY{|h;TGmK`#JK# zf~^;TJs%p7u4}`2B_#uIa}ws7ymmThCsa~|y@mQREXosuCY2kV*LVjL78vmBxy5@KVPnkhat2y>0T zQIA&nGy-o0!ql#^5)Tu;R3$2lBmwD*A;rG?JP;as?B>7vmLHyiFlXyq7eYe9gmr&H z0{peDL_}@wNnU zWCLtJmX}M@*Mf)#0EnL~(ib+RmGV|O-dw>(y`w4Y<$po)a?a79YAj-&_lKilf2&Jo?#t=zmb1Hfb3}mRI`UjQTl3&z)Y&=iU0Z5#eODJuzU~=-q^g z2P;{;?fdTtaK03#l{8+CeuO}r;amZX?)IW z5R_S!Ao*E__-53ry#t9qI|k)K&VvP14THj){6;B+g@t3-9bB`{3UvT~uilgR@a);Z zn-)}^{c*c?gYRg|!BTmagNvv&w3hFpTb9dF+9OzWJzGg4>4i38pjllFz0+8R8fQ}k zl?uQsyHr{R@IO66k`&r|YQU_!_m&4&S63nZGx&zC#SaOJi83oEXDppJ1e-@aDHI%Vo+Jod%@Sh-=};kL*J&k-`V%Q7Ck+YU=#_+}0Ka zIoAs7R9N1v(Ml}v0Ci}sPPyRDM*-E3$^)j}Ds+4?1VEVwV1I<~CQ)MxKC@oINjiis z$OB6Yg!e7?J;MdQX0xMUn1O)|2&=|4lxwC=%&8ImXi`oLPF!|!h3n#)B7-%Ae4 zl}{a1Bggu^aj5a^+4uSR4~TUnQdddIP%Rxr7|0%|JwvtPMy`W_$PIM7?9B**x1L%zUPV1xL@zFh zkA*L3@tIBduV0!{QvXa$klz#|U!OQdBSxdxH05&o`E1hT9E3{Dp75&|>6z#WLB`&f zvkAymxoWNRx~aJ(1I^AxQ5`>q--~nsx2Opu;H8OEpb(*Pk8vYA;jVpfi=pY$u9e-) zjEq~V1OW9Q1l){`YWPGXB?I#Ft=hs!EJUj9IK`&3@?_$f60Jo~Drh>P$(3M|rSu39 zZR*L_t>^5_xvTIzlS=b(+UrddwuQ!v^AqPTaDTb3f&Ld{WHoQ{yH6%5M8h!~N$6e@SIiv1#tu&V3~dEPQqcr#m+x z(z0tIQ>egV(A>h}vC9F}#mxAQ#rNmXK?z1i?sjKaw2C@+<#IXMYYg~Y9x*Y69aT2j z&hTL*X*IZWmOWZj4!1<;)F@SrQicmCsi~Qkj-v9*6W`4?QjZWF@t(CZ@ytX4H@32= z?Cb)e4q(wwX+qMydzR?gtgEWJ|J?_ROHF?ozY87# zfkk~Mv}m2WqKSZgd28=)C+)>8uwc$p;j>>5)f?)+wA^sT_jm-zQ{y2oWDt3)_wMf7 zz3sdo{do{N+qNZP)s&rG@zPX42%%Y=o@Zr+?+Rg0xBB+@SU5NsZn5yd7E*?=;r3-> zd@eqwO=J#%0 z7AqV?8*3I{9eXa@>4))MiK<_}eKYG$cyc#c*t<~+VH)>=!WP&%)6+VOg0v$QV<-lk zx|-S=V~%cF;8$Wku}Kg!P|(#)-JT)HJv`A|dR|j*(GDq{IX|EGdHptBIo6YQH(;LS z#2!IRFVt_c4aTgp{~Mdap4c^?!EV2Vde)Bo7P+tY36h)A;|4SRZq9AGQSQdD+m-{Y z&J9|sc^O=xK|-%Go@Cx&dU&6RY%9Vs3U6f0%5226Oebd>p|3JrIz0S1k)g4)^uvD2 zmDi?_V!GjhgCV%?xz8PR_?!ZAuhDva$?c-7Plz%c>7Gm|@bU$;&pVjO05l8Lj2D=+ zo2jjU)KiUzm-h&OnX$9YqXbqX+v#e9(fQo$?1s~wExr2!7mtz`~C1?b> zNO_YdSXe^GV6Re2Y`Pg}&Y@VM;UOWzTpwNIaDup0awD$E&fKL1uU38FC_^iFy=Q4+ zsP1bF=)>2{B^ruwBR>#BVfixl^XJD}cPE3Q>s+^7oSg+-H&aGDFi_j<5D{>)=rEgu zE;?;Pz_0ZFeSdRp4|6uBW~=c8xM5;R(2q3c%6|4xGEqL2520DM9L(JK@<*(? z`@u#YVtr#n08UgXv(j11J$)*5>X|qwp4AXqs$K4t`Cy=f@<`%6tJa&TbM@XRX~SpK zLQP=U^DP2E0L1gdHBU2AK*ru&zScgH1%Kt`9Kyo-bg|;%;sBAv=*+ZNwDwCB0^`xh z%hVDUEO9G)+D|r3V50r^3!7%SSC9|-1#xn5$)^jY(s3Dly+Wy81wS^#_k9^g=hlnt zrYd{p=F)Y< zr4p4bj!$?B3Vjd;2d16L4>u-^o>XZvCBZdkG<JF;ymfL0nNLn}|82uH`CU96N0ih!jy<-zq z>Sf6QJ1e@zzaTa>)$`Z)FVI6JuuK>5XM%evWh9x~&Vg)zF}}+pSVB1^H5F6@wHwmQ ztQhqhr`yv_frYqnujEo0iq+B%M$ydPtl?YTj_WKtR=AEY-dr9EtwvFXDesxYp(NEm znN)}`rYGic+mqnli`Un0@;q^IBr;<{4F0_17!`pj^(nvOO$0la7{dYHO&$IeOHPq&OIRPOBEh*~d$En(Dw0e1WP_b67n=cv5oL~& z+UKj#t;`zbox2idUN90)UYZFwfwN#b^Yo`P!0&_Bsag%96a&ePy>jw}mdB@jl$75J z;;!uxyq|Iu6A^jr!j&AzKgr!A<$&<*k)p6erHJk1-O|zvLfKpswW6W`3{S*GQ_?XP zeZBq<8aM6sbh`nn3`QO#aD(tS@*%*VF*!A@iJ|!AKZQX_=m0?oxQJJ*I4pZc(dj*F`AQ%c|OJ5ky?_@h`$Oh+z|p<7v6T8^yc zDk<%?7WYY0IrFW%6CJe@3_&(4IwFn8(~M5+puulsW@CH6U-!OoR^IH8G?Xy3`je%C z-Yg`1f_I44fkx>0@!+hagnnpHGWmuE1I}kI=tZF@?&TV&AZ|H=4Lqh2*LWrYTC+5L zfvuW3H#vHf@BEcExHdIX$QY|Q&2n=^dEJ?h;~EW-*6@ZH-`&Q<)SEPxPv;$aIn=(~ zvpbq2C9`!mHQ|0te4D8}PHB&{^i9Qw8~n6V4O)PLW5smDW#@#2ggVcsSnOWCG>B;t znsQCbnUl@twdv~sl%_4(`xaFCqnIC7eRg_kd+4#DUH@9Us)}48>SD6iIltlLs>|cx zYAoO%03B`Z^P5KCfs{=kd3nWa?e}Z)RR$*NCtl5_#?n_bHRx&A$}6&K$t z)N9aDG+5uwi66-wrqS+eZ_mb&dM`^u$80w*V|eyC!Gsi znMkcFT#|1-)1&EYN!?o8mQbl|@VM3!if?s)tns;JWaMm`*Hm&Ho7AgwnAmAD zAlZ8O@h0%+Mn8>g_}d(Y2HlM5=u8s4GMcJXSH_t$Y|D%nl_TksH6f5)nuv7`&HVp< z8QIuX(%FP8r53RrS5G#VriKrGw@#6-2o&&7Eca8`E&$|J%&@SmkkWq3n*XNnJ!u&^ zmrNZMy_Z=m7thWaW*NBCh>E-~X8B!;WkZtP6n? z66id8kXNW?aE$#r?h1U7@b@^_7j=f!2<@+3y*jg5vPD_nH+(2MO=RhodM#ouMbKk( z*7KcdOGq{J)2uX`d$jA~@MkfD13Nw!(L^C9_e*t(LvC&Fsvhio8{cPpWjIsPreWzlV>{$IqXfY8OrCeV&)RATKA&U}63q$z-pUQQ6FxI?$=*%{s3XFk<>RInd26gh->K%1xv4Ome?Q)z3koXzrEu&0KCrJ*zuRw! z;_ZFp6rXlgOC&xFOM7+FTN|ygUA$?mo$>5pIrCzgpa<9N?NBHj?8_)OS&f`|1g=hL;D_DQ5E0#P>-{I~Ydd)cN@W}}3yb7w>Mc_);JyS)f%FAsPwPOFdRV^R;U$8_96?saC+W6w~w zADmntaL+3r`_W~+u;8VrIOX5~+k$Z3*tc|kWs=P`wD}Ovp|3o3Q(hP+CZ0C0(6%{d z5)IKDORwJT)n>%wbz0pJ{wHF*??EA}iU7B&(v6Il$mPold47Hl??_pgG8><{wKh7e zps{gw4(=VXz(PzCzAM+Rtt>CEogtoN{n~2Uz4F#&Q&aCa5`MNg={J+3bS=1G@C$Kl_t6_g5OHyFDC2=?Qq0r5#B#9-qS?+b>^hc(*%UK1g{`xP_DXYO{j4@TXe;6z z;eT~wQ9;T(@HXf`rLtU^Dd=RkVz+?fhtp^Es|Dt1JKn7O^3$qhZrr%lLr19be2H|^ zS*m*hM_$T$$lH5QdTF3lWNlJRaJ=7T^kjQyN?aoD^XFfkL@x~r+5frvQ(IeIMC@#R zzT*w(S?nWz{dK+~Jg^(6&`SlA{<(Dvlu)GppD!w5`076xWMyS#(DJz+PJg^vkwAJA z4Q*pEv`y^Gb4FTP|6?skCPktaA!Y1FjXFz=eGe-YOUteCX0C_s{wF79pJ`y;2pSr+G0ePYP z8jFV`5fRa7skwx@|EmvoC@Cou&g5gHAaYuz+rh-A46uLaO24Fts33D0mD(oZY5?3v zPHuWoZ)3v%dowc-viSuDj^(JeTMU!RZuZEOUPN@OMKaT-7v)=mRMI>0A?pvT8wuU? z+}t$<(xsVj$feaxVn>yvN~Xmau@UwCv2??x^Lj2g4sH+Vdy+CPAgjA*YJOos2IIx< z>InQ>jQlc_ha)VMgtp7;^L~75Jwnhak89gmnxw`-M9V#{Y5sqqbOaI%jloIfItMi)u}%N*O`

p5BQ{iLp7amKlS4l;Be+%-Y1({6WzlHdB5^ zkLrv9(F*n(l8eyr<#UrzSp`@d**xNvV-upB{0YrJSpcs@{d`Ba^eMBpw&v#IN~>@` z-TFAm1WOevI@u@~F!cjZ?K*>}D&4{E?l<+fa3SRgg)&JBW@#%>D30P}R2co>3`dd6^-WEn z3*6#%-W-gGYA!uXc2Nl2|N1pjuQ^B*T4b4evB|ED4=t|_{&Df7&-aN1(G#{>d4UWW z@fZLypcbbwVA3i);uqBZ-{w)#x2#u_k@-D0Cm;vT!nZ-eO@V|%>vivZ0xp$xUmtSe zsokF3TQ!_?J3+49mLqwPKP3RS*+0CzwPUWan_qprorn9lcAAP_-7W$INPqu$uX%4*5y&p9fD_}`yvL%wnPGqFu{z`;;Ie2)w)>$4xJ-ne@8Atfbv zUr6H|=W%nmuWM%K<#o5T_&BZI#ba)EmmvDe>`q zCxLaQt|0SS+>51s;<4~s$I5zrAhS9**M6#o`($s0Q}g?G=Q)tGpM3lGX!qb&dTeQu zO88X#E0@tXNc`#vIIy#~&xKjh<0c4s;1E+>!#bl`+8m~Vc~wyv?%qy!Dz5N832(6_ zXY1dpxHF>_CVT^>n7B>6uArW9x3{EWzMom|;1BF2DyyzO$!z(jI)e}C@f5TKz_kv^ zi;9Xet2;n@HCm@HcIndh1|Xm_FgmNXt1PUn3Q8;hLT1TQNH_6EKd4<1r@J$VVJUI( z?xP$T{t&z;8mJ=I3I$Tu9%HA(7%61P?(@9*^AzE(idKXQJ3M^*$OS17GKCSx?Oal_ z348SU0iH)#@|y@_4F^Kk-Jq>Hz#}WP09nUwt1fEvK9TRM2yr1N|7sv{ToGbY;6O*P zPN1mQs})q6wf^Y2O0|;`bstD^2p?CLxBrsYS%SQhV!&WaVCc}+>upaqa5tmLE!*a^x14PHBTrl4=U^@S|U0>CoT3n zD=J@tS5u_&pXUXj*{=TVcOcEPwRLp#!rAk}S_ zv_HvR43EQR ze2M(VWVKlM6v!q^PN4`Y!^cIap!AaaUZnu?{PtqO^IykvL5a@GaVET-VFIc7iXt$( zTCUJ;wjTY;B4c6-7P?pEiPn{UWokf;Dr~e;XfszhgzPSJJm_*uHLU6AxX=Ovs+}B< zk1O`pJ2nRV7JgfI?Qgdo6R)H3&idm!cMYb8>?74qUY!r;f5jkc2gMoS&_zX|(ZZGH zQ#Gz7N8{vuxLCS1>6x-loR9HQ~)k zPaim^{`kqvdR4yn!g|LJ!SiEx+x_+1<5Ee|4Zx4$U}i;#fYI~LrvPX$3-#l(?N3(d zCqpSg(}Z=)OR&Hs{NL6ZPUdIOG}pMDRg{GL`S~^W&uD{zJh}v>g6=9GLS#LDZozj_ zrve1eR^0<1ew8wyyvQ^Ll<(cQbT+SSh#{<3+3)gnUY!Ul$q-3?5EgM`ZtloHzf(kH z8;Ur`=#KH`x$i>}RiA*DG~U?xcS#|>hwGtg)TPnl%#uV^IyQB;$tuUuIw-&wP$x4m zNJaEjfZ9EzcbTrchMWeREpN)tlYczU$l+2cXc^Fwm17m<_DrOD8ndztNQ2QC8FM-q zUXCs9?}kykNJuQ}efkTYz~fa$Z~Kc6bjynh3p1)afEIYP4hU`3^Oc9f7XYPnoXO4U zpZ++5_}fUU88fwPq8V|jvN;@W3zLHeTJ`U1*(~Z_`si*U2glPa-0eflfOTP0yF_-Y^KBU*$*E)fGYrK@3i2_$w{g( zUzLbU?RmN_50;A;R##PJWOTlLTmQ5L;P9$_4;3ua-u3sxswMAToCyW}Qp;^uQluU8 ziZ+q2ZVM)b;tObD_-wRgJ@hmgL z`L@sV=PLFnX`1oo)^#{z4`#mHXN9WfJVwws;? z4G6Gqj|vOUtdQ2L}gDn4$TYC685-u$r+H&s$s= zKA6PBZ7nq*A;n^2UL+ucFU;__?6OL7@%2(h=XF(T?ovEz`9O2(Kh*>?CmlK}9bH&% zbvR!Kj)nwn5O8qFnF8z_nS3>R3J~cugBWl|vbX@cj*co9jtbSUX>NzM z<`ooNIXVIq2G%PWvEZ9x6)9|)e}K(OL#Ch4U+|QAB_ff?Qcf;gIeSg?rCzeTehOIL zO;su}S(m6^d}sb~WcRN4cAe@)kH)9R%EZ5?E~6G1apSd#a(TPM-buAT+snflO5`~! zN2oH=D^PL(m6Vzqbe(! zxD+j8YHA9VaLbCtukUZKUAtB^g;Kpch2^M}cD`#ww=BKowYOKdy?vn|x#=TYAxq>) zL6_r6+oUfOlPY;=;d0uRo~|)B`-O&1JU3k{Aa+m=I!OwEPyAvPHxm203^=MQ=DlC@ z7eC=8MZ<-hDBd$KXVnJ+;SrBUIsZJr|KW^}iOq_Ys||aIGLAuRWmMbI-o6Sve018-X_Z=;bBFOG8WR3Ldv+v?G^uSORy%bhIB6tz#!=yThjL$7~snC9m*kqJPC5t^9) zd(t}fu9-%`H$Y?~J<-x)1dZFkz(9W&5Y!W;<{H~OAX8eHomDIzLWHMfWGI8KH82p( zQ3;r8Yp}UO`!j0`mz8YK#EU#^zWRw%JZ3y2BoYogN%hI&6sZx=qrC0u0YbebpukZq z#NRN&6NK2{tq*5qRkpwkqmr|D@dJ2Ew804!oO||x0yAoAy!+gS$UJcoO=_mU-v60- zE>n8xOr}C#XiAL`a3hHCH~$ASgG0{h{Pc)YCI#5w^73+jJeCY-?!Ns19?=wdVo+B5 z;$Q#uI$K_&+-eR;8Cc|%4qJ&Y6MhXpAu=0FmrbAfb0)oI!o|`H1f@8(PxRBKl#+X5 zMyw;|fY3)Ut0)NQB$c<6SSvoHlrRpPnsDyi|KeBWN9{oE;=p6=U`=O(&UFyr;Vvwp zmip#hHk(=Ak=x&$_P><^;w(xiv0o-^g02v#5>VTRi=804E1t~E=M?1!`4*&y5yBPB zY#l0g_j5|`Du^~D)xV}yeQ}P?&XmvQQBpmXHqMA(Z({kSJ?qR%cDiF}+_?Oy;){DK zE@hcK!)DFfQ5^Ns2J>w?bzS)lGEA?qu>94h|NnX&^e?+K`h`XeE$v}lV{08F|P0ud?d4FAhjK!|}zvPhV`42HV={u`+t@hH<+*$OUNq@C6F zmHd3LVMg=Tr?94`Fgq)2&%hV#8XID*N+$teh*Wx({q}CAbb0_b7H!b$(U`(sJ@TN% zwjA7|nVzgdL;e zaQJI+5hO~$4e@k!p4Yy+{6YzL$?nyTc!aE?1|daAko61@NHsg)r3L9W0H0V%r4{J* zy&J-)?gsZoW&78{DZX3y*w`hZg^7toV{xwmnga~Gh{L#;gN+RakTEec%hF&E0h&`O zgg_wQh>3L+n+ySV)qG+BEYX42_joT5Mbg(C&VVft*tE3?oI@P=SOLnmf6Nk`Y!U98 z*Eb}|HX=+qn@FLpX>4jj^YbaEXX;)5!D79Gc}u9VktZs6Tioe*h@HI_6AO;L16NJ!!1<3r_# zn4?wLtsR30h*jA(9h7#O!EJLWi#FIrN1$IB4H*S3`XtEW-tuW~@LVR3pw~z_k4M>r z?KOUB{71&+NE;pWN0+mI^t$^g0Hn3E5nl;D$Kr=Z;3z9oWoH-n*ocn7CI+a~TI~j30Y7Xo@Tv^f9qlZ@`xFka zhq?v&3TtKMXi17H5MHG16l(ssY1 zJA(H-lGptlq)Ig|N86xYb#ihtcAr~bUS3;VbV`B2- zZ$PRQ@CjmPU|IhT???9Cbl)J^NOiDlGV-5(GYQ zjjpKIa&d8iJKAs~z;h&2gtWZ!iTe+*e~(tuTcDwIp~cJID%LCEe(c1bJ4RJwuIosk z`#}K-+X^bnceif=Uqm`E;3%T!YVznssEJeo_czLs@Nw5hW`6T}+6O+($UvnQ);?H- z@I9NlJHh83U-Ld0(QxeJ5voTD!TB;!-3UlG1nc+}F##eAM0IjU&x^z36O*zvrIDT?3krSXzO;=~E|3kJzK$^ivrmUpD?E$-pBI_) zw##kSd%LPJIv_Sj`3!riztbue)Hi!-85u1B-EZ3lzL-3AXA|7zOqGh^DHX8#%W+=* z!sWVhz6|$l1=0;fQ>=@efaM8fbEUZklA1S6Pfvfi1@(l@a=-8a_sGNqH#c`RJLjqc zxUo?cW^5Piqn^RaB%VN!N6}JIX=}Vmmj$Vi1*l2XDr|aOFWrF#v%wc@R>a?^zU&o> zLNf_0yTLDD?CRHFKWpb>?PtcfYN zu|wPLZ&0n8#1bMrSgEfyO7Dm4g<+C}OoI!uTHj%{ok(DHdt1d6y_Vmya83y3X zNJYpv6yZw*^HA8xtzuJ*l$ytt41%;P@*0?`(C|5IR)-lyHLfEx1;9lQ72~M=FU#MJ zQIGv%zI+jN)+MHujfoz4a0eCfWFwK1O}q{o6G_fvh(H<%rKhHLo{ut6~HUU0gu>hwLoW z*L+c;$|@$`&dPc$WsRf^3OD4I2aI9iyC0o+3fm7x)ap$*4pYpgfLE?j|HgDP>Uw+cU5V8q zM|Chi2T14EO*A&@LGZhhk&w7p{uU&v43Yxq+)-pMNgFtiT6;|orNpEpS`G;W!a_(u zpuzQEqKR07klL%iICz16?hoDnI$7HJASW9Hnm9JOX0XO|H4Z@QI$s=IOh%i+`EnI7 zccx4;b#(&AP%|J1+7yA6D_VEC={5u|MkRS&@irHL7h>!Np7!X!NF8RL0R-wxbV0z= zL!QMNuT9m)$&OSEpqpDp^MB^Nfe-l#x*DZGY(rzlWj)vqC0JCO^t&L zn2oDnsy&R+&FSx#HLi&OUEAVU;W6;Ips_(iZyZRr@e0Inf@TU}h=K{UVkM^+=TjF+ z)davj8YHWi(xPsnm-Q1&lz4anZF6o*OHj(@&L4Y<%T3Q<5@Wb_3 z2SV&|3`=v_?TUM(8%2N#m)H}Iy$5|ZTGXi2r*|vAple=_KWU3 zWbklpC@3i43~AqSm^B-;Y_S8U3 zO2yENue8MLi;ITFIN*3>Q#uS&P>0Nrdw1{Z^%Vg5BX0C^X`+&C;k-oP-%oB8%EC%u z;#*AnFmDZ;fQOfql!CtNkYtQGh?_Y5nDM7J&AOfCtDk)eIS-?s%uqrq> zlr^Zq76i4zm$M1(Bi7<-tFIqz$z$5U6)jxZnE#kk2qN5qLL=JdSl1G&nVFd#oSjW1 z+I+F773JGoT2R?oC5ik*`Fd=Z5RdPdODy)MhpZP<0&ODJ0BgCM&KRnX5?gcpJLPwu zEFi&X1buu5wq*z}MzJ6KCp>y3S=rh7`4X@=@B81letnt1%g^t2O%U?Z-y@}jzF06s zQmLGqe8J}%iM7EnnaYg>i+uiV88L*~b90XnUo`WDo6#E<;%z}Xg6Na6-sf>(_ z6+%#Z{75K7{%MB*59Zx|h^?ViPD^e8TA5TyL$fTg65v6hME-`3RcgQi2(Vlj)m~V? zB+d^%x67$-j-8(~KAleKtdoGu30-{iseM$g89N=^l{qk7dz~tT=|M# zK(@@YtSp*|q=ziVp~>9HzJHIm4ktu9%YB~hApPv=TB;pdMSQ)xZL zoQR9?iU>QG5h>Yjwh9-MBb9Hs<9}onAAj-U?92uN1_}y|MmUQfKXaZ9XdBl7axWXj z+$>%Ct>+1=SZqvGgjO-{`{bFe1q&1r6}CF+t7M{)k{~2firL%SgSR~aX#v}FZGhDC zYS-V~pK@z$ZU!;_$E_BL2N)PFJLw@IeIT-TJDk1|^79)Q%&%Vl0Y%-#SPX43%oGfnL|}T5w26dWEg6?W~f-2KhYH$^F^VvaIDFUoTyFat} z_odm=5d91D@Beg^LNi>|rH$6K$Wf(0yC5X*V6$j$OoS zVlfk{v8TrD^)g{e^@Psc+&oL+GD0&SHvDN?H-Ei9YOe#|nRO7%2FVH;8C3ggE)XpN z1r$D1A<#Z#r^BJlN^8g*4INhSHi(M^eS-p)SZfTr2$bIfc^YzK7!^jF-$bypx0h`D zflH*XwXe}We-|*)&lS9TfwyrXPY0I2pmTVa&O{>gCYuO|vB&Q;0uvBY{k?c$Lj)VxE zgr836zA#D9$!E@yj*Flr&e+b?&d&AKsMDIbv#Q*6o~~zI?PmIRZk#(@IP^~8N@W%a zUS8KKV_`3Q8%+aDpU?&ZXZ3hRxHX3T?H9Y>%KUMtkEa~RR)B zG^#GE4x&T%ibAa*ams_=yDT|`8uP`-$k+@_uM}jxcc-7Ij|@#kLu2Uk=MF|j<-k1J zu8<~E-vmNR_iuR`6%*_GYbCjaXem6Ba%z0?e1jc=Y^AoFIj%1q7ie8wxDu26SeEwT z3y4IU1PNr(A_RACo|%WY+@msxn&nll2~cO;_*O$oMg}9oVosSO4}n#Nt;&r2?8+ew z-JTFK3~U_mK&Zu@J%<(6X;vlZk9XONJ#~R!RP@tmXE#pBvj76_j1mzerJ~N9Vi>E+ zSPT*fu>?tr^?-869kQKeuz4&pgp-A|P$}eyUQ~jg1kzZrc$u-go2979-c&z>}|y1B3dRcFY{D^-j3TOcarwUz>UgrPO>zC4S$68v$a9799UADLs2xh z#q_n?*bH9ak)@Cfc3t79)7WcBpD!})3XsB%4Ad?UpuZ9l$09Wj=d}EYHNZ| zv_1?G5TfVvK7BEeM=;vsSg#hUjLE^Z``UFQyizWw?Y*~m`$b1+0y;cT1c#8gpZbQ} zqy51rQz?Y_sX5Zs7yL1L6$imK`_v((uy zfC#$OlC${uCl#BpZm#)SUSG$4mU^AtQbz$8>rbOp{E)U?84gKek#K-~|MAbI=Y{t{ zf0hUm1%Mn0AtebCxganKRm~6#>%x`*CZTb;%CV)hGbJz>;FJ8`%f|s_FfCai?94YI zaO)Ky3_f%ew!F0<)q(+ENMN+GkP9bx>@HP0 z>FR#V2%bHIjC^^BdXKDwXc(C>Hwy~}IlB(^{AJD($dwy*&CAbs+!HyAxIdqwKRTGL zG9dpH6`z<>Y}7~g=N!=)Eizi2Sb~E*y`&XB)#4VNAuOcthx*#>U)V!T>2Po&Xs~pg zmsw^~0)HPLMng_a=Q=z4F)&?cVC1P#6DhY}tc8fYx89HVd~fk!m#QW>1V`ADk?QG) zw%0c|%a@w9km!!iYW-drBYy7iLbl%rA|SH`HznW5)n{XP`FK6O^3twoE5}~;=$0~+ z@BBhI!s4sws0ZTtGGTF~5KDQAsI?w4%J6(F?xM7+Nzhv?c_ubGx69cXf5O z{Q{?2!>I`MBxp5-2}iDpJM7_EKI=2)=jUI{=z!4bY?ac%beWGA_#a$G6v6WH;>FvX zaJe2$8Z(3sm2AD*lZYF7286FgZQPG-6b%i3f9LZVGLq4g5iF^3b#6=&`Zlup>QhM=mpb^XMG3T+QpAk<^*cIc8;NM^S-#fJowFY;5ev8GR6!92+9-!8mOs z&!x@coq;s%-h7hz*{5!7_WImf=eB1{zNOJqy=mI*Y>e$MWiCXpG^Eri45&Wbxzl5q zF#je&GEWHq>E$a|8e~8D`f6)5i-nzKrSDjlmm}>Y{3)dL@hx#EG3jsJ(w)+i8Iwt`{%7z;BKX`4`4tsQe`zjwAWT{m46W%j z2`~t1SXlQ3_4R8A^o@VLsg3TW;c-G1sYmSTZiV=BS7)9lxJ*#1)z+}_sF(6~5u?^7 zq12AJcDOJGpZHsH(a8AS-Ay>VjWexNG)|#>V!!s4$5lC9npB^u32Np1wx-6$3}Yp_ z2nas$so7VFzfx*8q0I)p36il;sVANDRr|xdtL!TVL()zy9Eio%pIrpk5AKi!I-ji@ z$udq*$L72ypmaC1V=-Oal&sLMcj&k-=iqoqTG*Y1$Ty-*ppa+4O2XzhDw5o3Ac-r2 z`phR6C>Qz8o(z!ERm3*s<>hU{Y4lal>f+orHtQPu>mYv}bMsug_xEAp0r2vz^*Wm4 z(RT9gAQ3<+@7_VaB}96kpYBL(3qNEwyl`4wp?hLi<|ThRgoC?&8X9uX98r_Ygkc;Uz+5IdLV!rhDgcHPOl6CPPsRv zV!aFh1c6#o%VdS|OO&YCwUiSE!|o@s%xSW!s^hShXlZGW;%-6dGTk=x_P<5cgoU}t zI%rq!Xw9z}`ILTuj@GYWW3O6>SGw!mStmB*t%waZGkI#q+L%b`hxRdNb=lCbC09^< zbM>+PWDEKUW7{{Mw&rHT;k>5{7Bx8ggh7Ek-Dz{mZp2zJJ z7|Ni-Ozr9brA~(35`+uht9%iZsskCznnMq)ZKG7_Ko7_v|e3qGR4fHFU>hqnBo8QX6%E zRFeVc8JF8>{B11O4ZZhfm_3Os{mkq+T-aW3}?N=%My|#wb(t1(S0#A@%zDKAY z9|uRs{x^W!;giv?K?3}RaHVDFDdSN76)?_v@Xr%i+E-bB#ONA5IcELm&Z_G{4#*g) z($Zq-)eoUA!^Xm`OigYf580@;4s_E!)??~=^n8Y_DYANNOYZbE^uriyO%1f5cPt+N zQ57LX=3`HpUg)b_D->Nu<9_(s!XhsP3&6d$f9^KtOCz&UqRdPZ5|Yp4=95*zouCCk zw#Cu(f}Ed{3*xgnGa-%%>L6J07=6Ab-x*Nj^v zuHShXk>>HdbmucS)rmeK;~}~|9GLJNc3#%lRBtst3SHDNH#+t%D>WT?Svo&AM_SFY zwfGO+NdF}IbyHZ8Buoe1&h9VYnYz;yuaNG&s+h26$8C(nk^WXjI1@>s)VI`NOG?Ij zQGIeCr&cvV!>}3fValSPhK_7L{nqY)9y6qY$u$5NWjhRn*{wzQ9dWxegUObAgffwO z(s2;;%2$#HaW*MfVEVcb`s(aa<=wkIpWv7UN*w&-LGBtAHa;3PjyvxvS_um}W5#Au)qxO&Bg^VVPMEI=0p9 z6_91jxv&!OxEMCyi{wN#&{59yV$Fl6)(geeMiSOq5b1b0gWQhXT9jhlP^S0!5*tft zlp+zAGe&m_A zcxwngxu2N&Q_AYn(lg7;BI50ESW%^vZf$L?&W#QaS2^v8hzcCvVvF|le3kF*hvDMl zGTb(!;c^dwAaVuK_A2)>N-~-8H9ESLS1*RyDEOthuapEJ>j z%9X9nE*zL>C-Q`If>vI^2xSI!wYh_cf9c3=^P&BnRoa^YSHA~r?M#MikakP*$PuXN zXnB|2Mf8O%)+bN+klBF8=Vd}3HxTlJAm<#gl>rz@bQ4#x zYFlu!I4R3qLX8Hp=OH4h+jM0>313KF)@NHwL~!fP{1&|s-NV`yUTYXj`uTH@yO0Ed zc&N7KR(Q@XWgMVHw&z#Fsp$7sn0ryxf+l0Ab=@OgtgBJ&H%1JS2&hSUS15u!Xh=6yaWi#Sm*q7`(?{q^rRWOBrK zH1cC)_m%qL#uJ4U49g~L%$uL8)OH&0N_?`pi;!fj+Ecrwr{P(Um%&WmKI}@_1tHBa z!OK+{2M;epY64p8LJ1?tX{SjU)Nns*V8_XkPWJsSiVZA}L7X#0fkUJ6{Q2`D zPDNQ6gDn&+0+Sl6D=Tfnk7~}97f-suLObk5Ohlv%jajkr0NA?xHjvudi9liFL6{&b z=Y2RebO5%+2=jl-YVnIN1>5K;3ya)Z!Bx7`d$(_ALar%9TOEGAf{@ikUD4bbDL5m+ zYTV8|*P=V!4Q9tlbsc7ZC62K?0AB>xelJ}1q{%GDY&W-QiFkO_6}bDofgdfTg9C|K zgs>e&$@tv2G!c`lN803HyXI-J1rE-s2hx#BiQi}^AAt4ZsSpg#`{GIM0B!eu?P62%HN#ihBkf?-IcQa1d;iOg` zY5I5IcOP@u7^;7LA+cur(6ZKPFT-lC^;-~#9hUPx;zcoNT`r_UjR%ltYez|J;X`F& z6;hI&{@9zi48PM2ut z$IB!2iVb_-rEBZy2~6FKi;bOtj|uTpe0_huFQ~QjHa>p5gPSO2yZ^qS2oNa~?yMW# zHV-XBHV`(%Fj}f#3#~zh0(1BEFMe?0+`4t^Q}5j!$TQ#r5x%k4y}J-k7OZd~ZWL<6 zMQN;sc}5{Z+uK&avc>f*_h1?!H*I%UwF-9W+ovJ;K8~hFOlq$g%Ke8*sSYJeduV7CzK} zLe6z=`@^vtsLkdf?Ok^FC!~5w>yMXN0^2@2+oh$Yh06UcD$@03F&kH$y+8ix)2BNX zpavmM4L5FEfS@uzYfDR*(a~dix6LAFhHQ~D>BgOhPb}OIU};8e!!FgnK6CHpP00#w z;V!V26fd$P_yh)l$lR|ff+@bBY1XC+)`ml5Zq=8i`sU-%Ub*^MnEU}>uQKHI1e-Zi zOu~)0RJ;hdn6M8e89CX#zo!T83$=HP{D)4-E2|4)Tr&Z*6pQX#_fQKDaS1+35;%ha z(f}xTs@k~}HY9sPVP2kQjUlRd0vHZVvk=m*2;$@6)S_?0fCTmR_A;x1bo$8~5?T~D zr;9~SPM)#4ZRJmgW8e(HHXM}XD^JdFYDmigO%a`jBF9Im8^|l9sp<3E#(gPwmptsa zZy?h0nz!nDdV>@VOlFMiWx~e0>jJh4urDLPplez)e48gZ0O`W^)_NFTsa3^FCyJ8oMuUd`JObyJj|4;pgc!8arTsR{{^>V^UMTA--o>UeC~GHlI}eMHUY{$)w=l{v1Wh!M#90tK}jhrs@3~ypYrtQM>H1YL1?&| z3mDRI5gvohjNa9RK)~y)KO?$$2sos9?HTr?M=GkSq7kT^AQ+U9DVN#UQrhy2gWVe; zMviW;sQ6F~6(biqnGAXoYluo7$lMst_dGJS0AxA~+U{?P;4y-sq{;U2b-`5 z14hPa+IW}!C<7p-!DSkbl%)L1D+tMHRJhq{nHAXiW?LYF0bmQzfhGr$slc9uQe92< z{WCHA5CRzMv<*WdgDW7{dq_9}PPU_;C7IID3V_nshp^z$RY>0Y+zgr8Gws@B(-Y%N zpU#3ayiXb==)bz3ec@7Hz0YZ!Oxa9H8HIzTx3-oa27o6(q z>M=^pc#fauVJ>2=5=ucTmkS~-&?|_e<#rh8==6as1@sSUkhyg~#C_=xY)PeAj|^~m z#-uz|lT9_Avm0>`EMcxY(ZXs6x|i?#u+NEa!NkEDBxs$<~*l z=z`Sw4PYbT3Wj-|kXUxN*okz_EVMOa>tqbF*NHWkc%gU9B5meXg@5f@xe@S*(z5(2& zG&~?#fRK}Fjg?hYKzD}wXQhcl5ym-Hl9%^AuVwBP=*hSTl7P_3Ke;T8I;Waxh|DgA zrH8Ii5!8kaD$2g*{W9(+i_Ix{{Cr?IGvTR#(bD<*_jqh(H&v^un>*O1`4aP;Zy^vV zaH=oLy?j}RqFX;bw47~5?|cKw5GclW6~tg*Uy=xUK{A zvzq~@NBcpG=MA(1jS80|rZX2Ydvgk#P^ZkS5J zYTB#N)O)1geAD}*>jydUr)oUS4ySfS){<-G#M=0cNL-XrUbNX8oj7tM1j2%MLm(S852~Glg3%IWjAi8ws70$?j)Ko# zk)S_*Y`QA`_Fi|=d#GV^zg<1BkGS!-)kE3{+-f+mv*3=EQfAx}JZoc(4>_B4cItE@Q)Te-SloYs+SG`Xl81$K4ARm?2%jub! zmy;b(WT4*Yvwz>H!#`eLae!qcaE#|HFO=>y+%A9l=etGy4UcjNfg#w_xN+|>gIy|L z29(d;8}o1-`A^_<ir%k;OT#>m*<`SNxEiBjJ+{H-BDQIR!A>Legqo#zAY0|~v>m?t#T6f)hf%17 z20u1405Qd0P;+sO5650kKR-V)=Rkm5y%xTNU}nQ^5Bwi;x$5}v_c1{}@ahj|zAPXp zC>=f+io|NI8!eD7hO$8CV3D`Z+Di4+%d2%rP7RH~#l)ZPhIfb9pVBT*ZX;c z{e1PgoOIWICsB=uJ331QeELL7!C)uxuMzzF9TIZ#E|}pC%dBzz=4;#kakjS#3H)MK zueM&NSQ5+*mua(3&!C&Ft*Wl}AIsGC(w1;>LAtxY^(zJN+Le*EqwMV8=Yl{a{ZvF@ zUgq_&K|xZL;`k!^FT`qJIfmA_mBo^n^gx&a*s+pq()sA7uyM$_Qgy2fv`QHl|4kV} zAVPt%_}uP7ybjx|YTYKa>%0X*KKp*mmZK78zQg(V6WLWV;;D<3y#Mx{H^I@t%G;RiAK9 z&OHC`_xac%<&ckP$G7Z)txfl?v2aGTw@T`cxVpH+2JT}Tc;9F@6;D)#=R|l!G-}3H z%wCwj-TnH%-~J2lKZD z|1(D9&3Kv{@t$c00V`Bge}6*%oZL(>9EzoF7AXav2SJ&ksf!W+|)T0Od z#agsIb0#>lgONv`>N>gOBhQfk{({H-KN#(sddMfu7*aE3QTB9+;gY9LJ63yL4S6!R zOXJj4tJuj>j5Omd3d9KZPR|Y+n{b-v8kQQgh~@5x6YaPypJV=?KgjU!A4JVR98$B% z5~A(seKMndpSUnb7m38j#ZAwc%lq;Lu55PI+8oyLoRy7QS~|MaZ}0nCE23-*gSLMN zpJp5-pGIkaNB$R5ftW|BO!(&?SYiN1=`_)1X3Y#kNYThy!)X0$8J#!H@SsAwb$csgHQXqtUw_Y*#OXn1&NXiDlES4?a?XO=&Y zf(njS*tb&kXP_^o5*H8kB4ye6n&#qM2dx}1LJ+>cYRBa3=kBzX*pRJa90G^1_3JH~|G9-kQA@fY;Cbc9oWgZ&LlFSRC zB%#cbSyqHhh0McuKHhilckkctJC5(4uVWv_?v*t>&vW0`eO>2up6B)Oy{w)U?TQsV zC-wB==nnm{9*a#^U;g$_OJL5o-+vd}o>43;<-efmbU#_1V^vhh5|i9{FX*KGPdaVk zXRobL@1zwtez=lDJa$nwHh)K6t?38da!0N>QWnQ*)k-k@pnQcg}`byViqZ&ILH;5Fv^59ajs6Ne=$V>mi9JWOS)yaRR~u6d7W ztFRWi6Y)o78T!ferpPZvIoiCcBo}-je_eZ)m(=a>K0;XdW9dO-zIT@z-yBwMK$xgx z=9tw&6}BR3*-jQkPV(QOCO6y(hC&{NeD;INJGnPKXw$xX$6a3G=mlOjuN6*3Cv2|i zD@pr`HzDtooWg5}&kp5We#F;HwP#1)1Qt@pm0p!6Bo{^-1Zd_esbzGGHF4npBJWw# zxMIZxJ)F11i+I$QFTVjhY_#Y0l63pR*FyIU7st5qvld`oSATrthu?-U^}m0+U;-T+ z<*oLMxXMNT%GT(N^k-X{4FiT{g)NW40(c}vy=;UVkMn=LvWr|06y}&QH}8RwbT7(1 zG{C_!Jxe}gH__7A7!t0)0(<5Q76e=6pYJwEo`b>Cx z!qgUjZY2>Vu)oHc_R?g<2pz|cIA*oXLo-WI3nMeYFT}4WJFxY;o$AEc`aM_u}e={0d@0Wabp*`Q;JJNSo0V^Jj>++47B4$uF zXXvcYUs7w`%In~WH&>tqsGxG;f)x}@Kp#Ne7cyxqFDbcm4Q3<8?UdgxqlLKuKY<>> zmC_~|NSB~xXFIyKhojaH5PIJj@sq~&vB_#F0gjPxzB+4PQB|dzY3%}%^VPQHLL=C0 zfAU4POIGXRh=!d5(d-`6QBAp2)l7`O{SIm0e*e5P?f1SLsq0L2mgIY$iA6R+D1ogXs0mXFTjQ0`@B z5;O$e@Z)4Sb_J~|+iLbrq}*=gIToF7TA-Qe?2KN}`IZKQCpoZO&Rzob#3VvKX)-WT z{K)YkAqREh=3tO=gB8FiIJMP>)Y&wqs9VC-15+!k937GT{YLNR{x)XJou}#UZv+0^ zJh0eS-7IPArKE;5laSbpl_h`wB(AF-_M4mJoqr3S;6e&LB(i51fwvAqcVa6Hu6wYE|X!VuZFU;DHIYa`~fD&bS$1bl4 zPIgl6$H51oWHEMuzDu99I$>r1S*%y#;i3ytfUB$Uz18&f^-=ta<^==ag~t_e;?k_` zOiV=EERHmVI%T56qc#uL?$w8yocDUWKqyD1DBeTfhiTD7Z23l%NEbaHQg*m2{mPzl zi?R$kiBqIk;*;=MW<;Pzcrw4STvO1#jJ%Z&>;r2rTqqlMAd9^eV5+nILjAzAJHRA~ z5p&!M#5NSpvMd&fp;!eIUvI+Ne{pwOsDgeVVAkCQo7WMo{pXu#twCJm=@uH_Fv4(@ zJBaCZCZ1{8Epppg@Uiyp-77jk#VCn~-rm`!zi_fdo|0Fkv0247f?lie<QSy2q8 z4(gn*pdJ2b=uB2S5|u_cEmkbvg>Z^5WT6e*7Qv1ZFbrW;hADVGkm_Mu7N9u|g=t5T z8(gH$KiDe<3p1C%*4Ebh_wMz-c3X+TIjE(qY;CW5xMk$z2z{>iSw^3G#i_nsOf~x= z?=4U|CLJvFU%ex$#H&^So{zyI5O{XvmAVff4zaSHcK!}RuTkrkO`8Hb_cQKe8QFyP z7vpEZ*&M4YtE-Q3wRL|E#~_Eh>*iOXpAWF1M57X0%&v&eZ5kEfHd2erl7l8UO+7#Q=Ki{y3%KUm0!#(O8WPzUy^;%;E-3h=`6O2i292b?d@0iQ z2GXqKS4y#h1`IL(Iq|*WyQ|x+)d5GpyGo>Ui?6>VUc6rSTn0uA=y~$aM8D;Dg93Rm z*ONjKQA!8f5^Mx?avot08;%j}X}|+R0sj8}kyo!UlcoURh`25O{>Y3=Uk&p&L613b z%VU-pYJnMI(C(Q|DhlIYM`+PpKRBAra57BLlp!Gr;!&B_O5^>|!SVNPKv3E4g&=pj zlj$g?s`7)>+4CvI> z!?AuBb^xUDb4=o{H(})kC7rgrFST;IuKa#s6*^xGb#7iw}Ye|EOHsVB1k)ej0lpLszcgu ztB1}CkBd`>eg`~{54?U-M&t5jKkn6KBldYx)dDlRDHGPcZvhaU{q$fPbCc7jt1HNq zBS(R6@(|F?0xx>`rta=VR(f18Mg#ExXPR9%ItDg6QRsXZ2)bd6=f#V4*muO>BEw8DF6)F&Qcf zVV)Or-Dp!3KfdF&EQ+^{vvn&e4j*EaPTCwJm^Rnw?3d!srT-!Q4WbV_;M_?whUG<_dT1L?D;V zxmCX{y2(7*d42Y2@xs`^p1_wE4%;=Gfw`~o8+jI{6Q#$%O>G@NjFD!q1OI-J^V)&r z$Z_QC)YO#vA6mupB*z)at)=tBX&+8JMkZt6ZgbG05- zp}coBOpya?9u~fC{n$xjBqJNO)~bkgMfoYeIf!)8>71NgvR1-Y(Wj$3LM$5|r}VVn zem*ojR8ms%sBm5HDU=m3MVdBBk}bXgwnHC+(lEgzht8=6v%oMgBWj=zF-JvN`CbIZ zzMOELNQ{Wk!fD+yc*D{X?vMrW37wspN%Gm$(a~X)XayCt`wUiQGUs_h?9j0a`hURs zVBBRzMeXgA^2G!RaM+;n3D~8c1Dj{GNPD~NxG^rO35f!X9^USI(Dd$|9>%A9E>8r( zgZ<#ams+{6Af^8ND}gWU^M?-xu-+h%NSa4S5GT-v><72`Wbjt7d@~Sf}X7LHi9YDYl|hV>{Dv%Ax^&>kYTUwsYUnF44_2 zta@?gvB2VN3X$~iZx(AR$nk$~44(=W+{o3?ThsM5IhAz4_E+JIJh+n0F0IIE!P zXY;UigU`tP82T@}(98wxYi9f=Eo$1r!gCiJ#ubRA7FQGM6s$@}~IsRKbNs zE&C;1%Qu2)5Uhr-Cm5OjiUMe%|HyrevJ@a(gj6Y}#ARS+Uj4bal=Dw$^wHpa6S*gS zN6QJ&U%)}ZjHkua)Kq-ELbH|(B>ddEMUf{jADh`=-c_WnAA$HrXh5|61v0Qm3JuEp z?nT?(;`A;6geo!H&&o@Kw9TR;|H=4jn)SxRuqsfWv)#6S<})~xp~lbPy?{mpGJgt$ z%nSMj4#QHXPm`?gzI(*Td&jj5N;M{4&um|c7kYqxCCFvIpLk5xI+0;Ywe%QfvADBm zditwPpmx57zBuOb5qpdS71f!9^>XjcnN4GwEw9VlI~5$j7V~mOZ`&u^UNG#a_BgrV z-gC`hw;kJUS@}1>2v=~4E*nd7-H0p<9MF#@GKA=Sa+!3yT*H>+qv4;bs(N#sU`iRE zjjQw@_0i|}oPr#_N9$1Erbz^UoBKDuP1)jpMQ%OpL)itjE84+7RB>|I}=YiyGf6;4Qt#se*H_ zv$y}l`QJh1oUcEwrJc6F|GU4Ab$0x8=l}_Bz=eU`};J^;;xA~ zRrML?$KdTSU=}k!ilu(Gre$q;XEu`b2^*LmRp_8yTFb1iu0FPFGYt*B%4NAy#mTnV zU$_k-Ak8zJ&qbW%J{<4=ege&AyJmAY$x=m}v9)rb0Yz{fnQmBI=V28vbTxC=4j?y@ zEVH+Yq{dw%+-r4{kRRy{{o!$eq_c6DBbfmSd{~O?Oh37;p&@YbeB4GJiJJCIqiwb` z6VMw68Ge(tvzySeEc{@RjKEVeaMZjo3w}anV9%erL@)a=oVeZ+f(eqn-PqoUn8`BxcTtuS#b=b_5o)9iC z+1cPu+#iCAx&-$9*|TSF-kb)vMKlWK|2b7vRTMbR6aBxZe_yvzf&+mFKPESJlhmC?}Ev)^KES#u?*Gb){pros;BK!QNG&v0=4So19J?zTGi2sf=Bz2tJE5C zsn~J5V~Wm)Yg^In?tfOtBxrJwXX;SPs>sA*?E6(>vSalSnunDjb7JUUJp;0;D1?F& zeW!N$d&Wt(>yMJ?=t`N}5L<2@e@v18wC*ty$?sX`9IWTPPAOtTEQ|3f&y*@U1yv91 z>s54`Yn?6|Rr6pzgcUBTg8mODU0kgYm2I1I{{x~0llE{IqKcaH-j}4}YaDc&lzuKk zEf1fa-^3u*ZLeLic7nNdx2fYmf!@@~VKaD2pD$PG4Mg2uS%m67Gj?c6F+Dd|0v;yyV?Ay?cISrm&58PKlgrJU8+NiG-KrdTe4Eu` zY#qUP`f@N6Nm-9=N!JaWEh?JPkzSeJ_WiY|p7KwG77CyltM=7p2dtZ(d0YQD+dGFG z_gp%tqA8qyF)>{zobv_a#=|mxkA9d&dF{DVk?FWyqSdE31J*dJb#IYHu}R65rs5|3 zo*-H8fYga9Eap0G6*ZxOcD)MVt1M*;7K;e_vAx4m{0n?v2zchOE-V*xV?^c3b1Uxd z3z){omFY0?Gwj`4CE*{tD4ZSR0OfUWk{6l0L1{Avgm+IQ;Kt1R3-{Q}0G}%75SlyZ zDfKS;&};BwSPD+U&%0XcF|)+0WS*1Fe5Wyh&dObGyDw#9wSgJ7@Rki5wjYMY+otN7 z?6*&;FelmB5Cd|Hk%2+du*a!WD~;|btv=JPKhX1?^Ma?VpU7$z6@$~{BT*txq6dR7 z#>vs&4j#}_Vk{~ulJidY;8A8;1&=I|b_cL~KW8%;J zf{9&UBS1t9M3^pi^)K8cY6hbD5NgQT>F#5f7T>0$66L(+8yX7yt1V*Bq(S@)_y)}b$R*OowrX~ zlD!Bd?_!=8rQ*e1L;g;{x0}&vC{f|II4^4S+8bG0((yP!$x>}VE)Fwb za%>Kf00F}2Mbhk_Gsi-NO`9HZu(?aRR7c)j2Rdn*PHGNAU#nRwmj3i13`;LRMhqvm zsuMSg-Kv)91Q;wxTVZ&3HHJqTcNG=ZhhVFQG1Fl<-u`x_qzr$n@;)wJUVmMi`RU&Z z#Aw7M^Du(r>hK+furwpo5gws9OnT>=&wxue4Gz-Ub#zqBH3bFZEh2e86Ip!v+v;pJ zT3TALuVl}!k|&ZmC$BxpM7}cipklNcgz2iKy&CEhbk;lI3V5v8pnD|+h-x_-JTKyk zZ(|Ii#^*aI_)#F&D4ggZfYZJA^GL{=J%?`Nu_mjhDHU;V%wpxE{&@5-UNu!S`<_Rg z5T*{V1UVctny!w3Fa6|+8mlo$*v+V@)$5DoTjU%;(RxYYP8VWPB4J)OP#;0_R#oFU zzA!U5tb&U9{mNa%?>)vn`YHpS6uCeBb*BgEcL|!%CB&f9DkNE2waWo}qiQLe3d})H z-o}0H1+_<(K>LOs;^qVQO3q3NAex!(CDiyb$uI`5`jJ?Y?(>XU-D(;Il%Vd!GrY$21wLdw(KGX zZCOvwyG9+ir&Y?U5Qq1e=~z!iWaO3o)FKoBD0@0mwS=oZs}xEXz-0s-OzWxo@&Q~L zC_U>?<3q&MObkx}*58JSe0L}8gvd5_X2?%kB zc!v}{!uGhw?1XXLA&^Ml1|2A*4W;*gPa)-&zq6g*X_GSR)kCoAikB9}M&F!PI(Bb# zQ=fD@lK+dEFJHg*i{2Z+t6#o-QQzUwoja@4@>Bo>hsyq_i7D1tv*`L%*X<8|f(EEW z4lChcay#1)TQ|PqDk-6@pYb37kG>Cs)h4e1ZKzw{b}Ji(;}EhH-ZBwY-#q+-RCb4Yr-)9!@V)T!)qN^R%SI#DU-#9$s2mY#N=$(Z zUF4@8Y?4Lco^g}3;qgo&K}4#!Vv!QJH-3&C(vqR+l=jS|TwV**v+Wq@8I9DB_k znysnkQjL8x?Xy2%k;URUnnUwtY8_G1zK)RrB_u~z*Ax84$pIRY#aIsgv6!FXc z%Oa>ZGsBx7r>5GMR^_$kpe75)xU2rU$X7ZPtJ}IDk62U-c%z(EZnM2#PDXD=OmT;t z3M&Um*hx&po*1qAJ0&b4LcY2I`%H-w=5P^aGdO?JwRVsxUZ~Jh}Dsww8gq5KsP6 z1!2NmSLtIp|EePeU}-7MEEkG(WT3_va^}}HjeH`AflZe))L;Kb2?>WnL0A9^JJQHT zX^CD3_yr<3P;cn$g!K+YD zmFe6adx~m)KC>M4^I)=Db2|g`oM=l&8q7=0vBV%BykdY} z=n&^M!;Mau0o$xrD&3C8s)4#OP;W!ScuA*4yZRohmku1e>r6|lwj37FDW>vEU5c>Pn+ z3e^RK{fphLAocej<#3FCGMqDOB?DZ>M7fp zTb;4`hKA5m{yKlKCQ|f8;3Um1>jsIC*IqR;#z2O8v(VHxaOcHF5?%e)VXz5vL3iP9 zoRO8a`MD1sF~;XSJeHu(YcMGPs9=0vF53rH>-|4$mV1l>L~=0sCRE}^1z5-}1_(n( zY^+N}LT&}aB98{&U6?PL_zdO@B;(ia&FO*#g`$J<+~$+QzpRF6SCLC3r|Q``Sp3%hKB zv)~}*A|_^ImHRx=k;7!IjCn$0RL`SF&t;W^+*+)=>g&fK7^dInN}B}{-pxg?9@qlf z)l&|zTFmCs=3wU*L1hG7nHM$q(2Cu41}`t%mu=Gj4&WiX#0qk^E>*TrwtrBFU}CR5glH z9d0`CFSBm`dgQdCTv7Z+i1zl=?1F%Lf!&vUXmh3x4_9^lfP@F;V)abI`bfY_L+f2T zKLg^Mt*)?p{)y2Xz_qD8l$wsjmx` z^Q9O=2GKiTB+2Tr6&S%#07iTp?u7Rapk9Gyk4fMpPr#|DULLqSi83}d~4 zWbUGx4lZk=xaBC*48yF)(v*kX8GqWhk11%4SI$4wM4ujqiO+6r!ZOYoMnq2DK{a3-ADt8;g`f*q&C;onIRde zzxIR4dOWRpr^mB`Jn42K>n*^1=pCYKK}LXSP3S5#21=&xlOItsGcs@zv)3wJyy%ar zK}<7&7?3n{t!K>xm2c43lX8D9om!kg51){*EV0k+c_?(fY>PhuKK|=M=PLw}*K+c_ z35X{-COsU;F~-6q)Wy@CHY^r4r3nc)uM%FQEleTo|6Jpu{lHj_Wc${wWg~K)+i7V_ zMEA0qnVW+GvOnG6v}`*%==1ZxFlU46g7W5uLkAY6nlZ6EQMgxdG@&Jt9hDF!Us^R2 zMMY-+gHFVCnx{Y#MY1Oo-7aesL4h?ntu3W6Z5}J10 za)d64J5Yho{1}V=!>k^04k}o(F%3yLluf$51nb{@a%fj^FNsxlgK8ZMHTYBSe47@d zz6VO;iN;1%-n~C`KNKP#Q@U&W<1?vX@yD`-z+a(RLb`ojg1`|B+bJlO??Www8|vT2Ay3;s72snCxoJ`C{LHe(F8bkmXB(3bkd5745X&p9nkX4jUvr_u7UqzNp}hRVmkxQO`G<&0Dkdb^|WpOIV?? z#^_H)f~NTm*}zY|4e^SsYRw^54dRQ_*OfAHmLB2cRBmHqr~Ytce0zAi_2%Uy;0(PQ z!|u&Ba!(Pu(4n*1YPBcEbgMH$iYjm{_0AF zsxfj53yW9D0hoq6G-=wH=pPcoUd!jP?=y&H8y(A9TEet-%!#6WM>R{3Y*KpY7 zOhcdg0Bj%NV94Peu7<|wpGR|HCT2W2puM@>ye4c(s6V~kV)iCn_PwBgrF z_wLzq!mOFcuzIs}`~G!%EygYHNtbFrB=(>r7x-$RB=VRx9bK&GK+sOIYhJ$+6cTLY z-mL2e28XVA+wKzLNHb9|TP`ZYPO5x)lKTiI>$Qg}G-{BH-rEeVYe=Rt8jBz)7_J}a zSu+VUTAV9~(lABJ7^lb37!;tODiXEME8+uD`@ zmd=k`)bBd}xc7XoD6%+-#p&-jV{mY;3duFT%}lWTE>Jd!&OPP6%0~2bkkusjAoD)F z&nDp0zKriEcJx!DB4Kp4w}mxp2kx|L#M~e7WcH=~10rD~v?? zcHaE+lisM@Q5K_e%0C*Tr5SBdF1mBz#KO53{xuQFz1XL}mJU`JL6n*|-}Rbq(+A)R z6=yt`nt*OiqUF=`+4s$#)`jV{`}eX~=>1@{25E|4LYTkwQG8q=IYM@FXW_+;0o zPu`I}d|W7B6L&9aBJjTAONhI6>>XEc9F0K62golbA>j*94~z4F|3~Zzc4~Y+NUd9cEjI*o#|J7oP1AL4;O0< z#*hS@^kIEaSm*{Bw;lN`GU7TtFaQGt+T5@ z0+z_>@V$)Y_PJWsi-M{m?;(WepV;K%dabW2!tvL)Q)5Mej!P)lhT!C<#_-#^Z0j{v zEy-_gD{GGshchoVK7saX3iw|2T`NTe9#R1EVlKdu_Wd)|ciY-3)LG*^*RqT#8{D-C z{630WxA9fb06%~okSKblm5#fj2Q>KzVfz%<7=4J_f%S6^>eB6T%VE4xs?>ZH`Xyge zwLb3ByK9JA7n8EV54G8P6Kut&d_By7hY0$Bs8gTr!FD`RVS5^yy*owbJTnt~z{mBLAL!vWl>Wg=82O>c~!Y*o0H9DFM zkA=M=R+67{U^%*OZvFn1mT!KSAsr6uy44KY#Ta^5-d@owCf1O0dBBv%Soj)CzoGFD zjb9E^qYx%EHC9Oo}KVqm|$b1Obv^TH0eAaxy*)sioTw@u|o;2$H_fO^e&bn7*>D616pa2RzDy1 zTJ@L6naaLhiFzydV%T z!yVSFdC~5(#)S*pt#t`z`2NEzBjuTRgh+J3`tBN~Sa8V)AI0q;o&m6ep+4_gWGk)w zqC=}~Q_!!i2^W-CGFE*2>~oaZ)ah*}C%}mJJVE;haS+O9Fmc|z;>Yb)?mNTmroTIF z@iTu-5T}|6XzWe;S}uK2j*%~m_U$@W`*N!gv zEg{v7`u)NJFAC!`i1ioB_B;)NGU$6KhE-r(*w7;if0+7MbzL`mFeWlsDpF@ac@5;2 z@3Qto?*;mGLaE$TM{w8Ez>Ib8!uhDlTt~6&64!7=1p(wcXe@&UPCb|0HoyPPJcubgQRJ(4>)3#OmoAdz-J?8u)m$ob*2lbUOIsaucGR z<#IM@E4WVs*BPmg`-I1L+J$xhp3a-!X$E<3AWgFPDR6Rhx>{^>OMW>DEen&oLs~;S zc~4GEBCp>zd+dO8dpwh#@(C&qxZ>0pj~k?^dmDF5OenU3LNzd-{-|tq`i;8ho{D;Z zCVXIDwl4KjK5v-`#M<4tp^%l1#HewhW78S6qRZ%JN zUjCX`>+1ui7iiz}GM(FiXt+NnbCy;`f0b3zg&Zw**81;MYLBA9j!nZ{;QBUZ*YXdp};N zd}W=xKOWZZPw0iP_ZOU)s6AaKb4Rv)?1hkL8LSF6&mOB_5n~zbi-CREWTN}%VPoij z7d{)Z#k-gfrR`26&v~&&Z_peDWcf(AZjJNAtw8deX1%s((_FwRMfU)hHSf&g^m8?&vu;juVhCL0!xJ;x^#nmM84BjV+|WWVQ^_s6l)oERs+VuzPRiD?GpBeKyR62 zyY&M_Cwgmd9F#4&P19>WqYb{ElT9niSQ`;xcjD_myh+%eo18Tc@{#`ME&Wyl9TGUc zGNwg8<-=cevOUboMR}zV#uvs(5K+w;@^1d75*ti2R=*+uE%Oao<+ypNRnZb2MO6hy zuTW}L7xM>S5!k;OLmkJfU^wI8R9`o@C9)M>=*Hi&959c48$3c_aRJ^z$P)76U!bC4 zm_ZzfKy+N1jmPh6U=G|uUSD(@61y8dPIyJC{W0C56BnGmKR_fImgM)sz?)*Ymn4T) zDf|F2p=e>UO>tBlH&(JY?MmLY@FdxR+GlsG40nW)DgIkY))9n;Y&$W0XT@|3Iu9PW z93bt^crpq*+(Pv~ho+-(gk2RSVogP<1ANUucN{klD?${`+F0wFrl0%{ya(|RA1w8~ zAI#xXmdX@-H|1W$m!nHM8T#iyw|>cyUyj*-_^iiBEFJg_`b$%lZrwZk<#Ug`*l^92UaUmrmm8jPOE9o=U3&7Hiu*grsl2!I{ zeS+npQ|w+C(bxR*_ZKBs!n?r$ltH&P^IUuIknxCc&{YK-^5(qs`szDKa=@~_qJ1Cc z=cnPP<~}zpJXlZ@BhfWe&}IKs+awA3lGv3VI789Q1fEm;Uwd=~hdFjo8Sf0V3Y}P! z82r?V>JA`74st%^omf-pTbJ(R!s{_W^=qvUm3VIO&5!e&ZE_Bda2-=wY5$f@w)9N!Jr!z*7El85tOyUi}9r_OLkg| zO_c69A6xz~c6lQ2EA!5Ij{`XoOI6{$e@yVQ6?HGLL@Rtcu%au8ULGL9Fpg6~UU)#q zUAyo-=#N}-Eq#i_V03OAU~ax^Ll7}b`EB;;2d}bC`zAenT_E(s;i8#um(*o8?C-&; zm4hcc2i7yxNecdC<#|-HC?##jilo~wN*0;^x!g?G!;@xs?5`^)ULAY!SRa)*<|}1` zwvI!c+W!kgu5C)9JJ=KmSU+&;&|h(y_+`o6y?j(1?2Glxu71j-UeI1ZG9T`7^P+UG z`+GSNzgK@agp{jJ{+~Z&v4}m5?%Oi*jo&)^;y-pX@v{9sEL7R!(xv9hR2KZ;mH<-a zfeYYt17%sRY4Afo*|<6~8k0C+H)ud3_h&K_4jv)dgmd-sADweANK-gm?K44;8nUb}opQQKC71@SXOia2qIKW~p13jiH$F|yBu|A%#2#9e{wSm~I=7hCgGHAxvj zO97mD%k63Zd2d_N6!zT%8m3?l6}FBc&}jhhe*EyksY5_I3l;4pIJjQBigmg)lvyK{ z7)Ib5#GhYsyB|_8B2oo(^a%1;(cH)&V%pa#>3mQz{`!@hhiGKlCH0r_ya33hr z|Nd9B4XnKW{dQ=+exoJ!FY)IaJ&VQLL;qZsbo(v&f8FL=cn~W?>ZMByZ%k!hV_r9} zTefm(r?rv$r&rCvB58lgq7g{h@fL9cBYXs@! z>!2EhnLi}(tpD|EonSe*@$QT88(F?Vw-Sko_bXON!;k0hkK4C=r?#gP zw}MzmWas5;ku3e!h3x95BqeUfEF^)(X3ciqAUm2_$90!Lv{GK-^)>1gD?PXU zY}9p9S07On`Si=b*$*PJY}!v%5=5*bXr$ob(#g3GOQNnQ)cFuZjMQmKGuHH?pfYb4dVL6hOOx z^BnJ|BJsmn8-Cp01V@DdhxTdI)+*0_C+$CQpc|YTFbSV{ps$;L)}IB@p$I;aFUzqa z{}BFW*z&2;?KoV54Vfj}uZYjX)0a3t{VF?`60rFZCoFh&;$km8#)reZv23@sddelP zd&!7bD#@xGYNr9*sJuz?zls_hZ!Z*n(!~K+<^#}29*g!?Zm9P^i#Tc)iIQ0qm5{tV z`!Wdt#qd+Gq6r06nsQDQiHbP}+T!%3)l>u4BA>5I-h_U}(HWuf5K84iK-4q`y zXFc$>3Ek zy~Fir4;pbUbkgnME-AbqIX;u}BvWqpH(*uhjv={lbTqG#aa_aVT;JzLEmz0&*iu#*~m(rEal2=zjpk+J+wk>Y$(}$@URr#G01LZ zv9QFRyl9LVk1a8b7BcwKe1@NI?0Bn#=Yc5QgXwd;2oCt?nN)ME9;EwN+jDU5HFMpX zp$5SNGlqXc+O^mxu{48hPsJ(Kd=KP&Wsi29zQ4t(_lbIC2)AYCCMn-MVzxE}d-VJk2&<cJt27wH6wp+cYfkCHZ#!Xk( zH(i_8!(P(_Q?UDSB>nY(?Bo>`2!-yRetzW5=>OnzZgxDMxI=Ce{pg zW{^%0Sx1NmMgZ3iGQ{naZm%X;yC4*w-G)NPgywq3XAgT+&k-gCs0~zJze~D`&E8ZK z3)w`qX@7fOX7+tNELK-@*{pv@^oQDo&e=fJY=Q{kKJw#N1tZ5r4-oTi3oX?1{lH$p z&A=nc1@dK;#S<5a*oZKU^nD-7b8L3dCp|z1*8k#npJfEF@G;G-v(=}2Cu}hvv`kRZ zpF9VK-k4rB02%Sm+{N=Y;Jv`^dL+UPVHi>HJo@_h8=^<{5Y3}BM2CS>Qc`#9+wDPj zmwNRpr_F-@%cUgcI65;cPQR#Uf=@?K361XtMecfPH>^LqP5GZAFa7JFzo@XS`_j@( z$!6|p#_}jl<%86HJXdcWrQlqUT-$RZ|2e<2dn3xOW;zt7p6_#@mV~KsI{5GI%wI9Q zEDuw-j=SCqdr#I9e=Aux;ek<6Jj5dhiNud1oA$;VLWISUmreuK(`#c7b)O@>BVSPkmMy~3SVF5L*c!gavM96aW!IKjvZg<10 zZ$vtoCuC34k%-cWqq$Y}YKP@qK#QU?indh2*eB~PSe_$>{>otJxrrTuTwAsPB zNc<61r&~?aI-L5Vn$DM5a*l+!mY^-8EML)DQAyOM08KB#YHBpEZ{MFOkA*>9kST-; zJ>QdEFtuxTupD)K^a-bH*RCn3Rdlsw8QVfu`M{h3w>lY<19awbZWA4#*cOyHxQoH_ zGK)GWC9#0fkvH%``# zpb6hKhJ3x&AlhXl4+x={*%u@MP$R{I-u{}HcBja1OmrYn|CR|sO;T4>-J_&>&4+GY zwmsZc1i_h)i^@YqxtJ?=_XAEkv%(V-Rl;3#$F5w~sfv*(9^eB0gGgc75bwinEI@H} z!_sI2zVqskPf;g~9Ojj5d&>1*5=qL|v{SC2qvG^dkv|FS2%3e2q_@~=oR?l6POA(t z*!|#qDUI}z<@!q+VgBzNEx>+5Zi(cG>UVMKK1|HgtUXui#>KG{{M%;(ioM+Kn^DQ> z(BDKDh!P$EBz(Lf5m4__iv72@x8n`Z#x%sY_QeVkWNu)92iVGa|ndy#dC;KX}MkS%#rU9eBh*jhGpTLoZSDj&L3~US~N+*1B}T=oBcH#Q0>lg_7etA1amt(7&M;kKH`^ z1yj&U1pLn;Me2R*zBvYso2qcCe7J{L|JQ>67xakyaeM0j+!o?Orz!M;#{8@E-dFCn zesENSlv`_SFgN^zhLJ~d;WrL@N1Z-or}pN^5H@OdIyXsx@FMAX8gI1Y?iwG8XSA|b zx)%iq&lSKz+GD6EHfzpg$DYemG$kFTV(J?u+(26)T!7<76`q;!mw61`oaSoDw>Q;> zD_XQo{Sff>2u^mK>}vY5?T9aXCEN*x*554sabK~KL?Dx3aUg|I>8tVD09FnQn2&!4 z^fLFqR{S@;Qk)nY8$^Dg^*w_TB4hQ)9+C~yZva;v-?W347JyW|DSAxT1&2lcWjG5UXzt9i0qncAL37PR3ZW#@c0yaWHXODZ*OK#yC47xog}$mW z{6@ZkhMOC{pCXn9y)kJDuoet)ORBuV{k@gZHGC>~1c?<-s%IBjjF*>4!jmNt5_7qOzyjKaZ9yuUTrXwxWjzB2D;DW4h?<<@GZI_pPggcu{ zSAOqHBWl;n!`SK>FuK-Fz3}YLdqbk}Q}43@YY(=GX&wvmmGUm&pV;?S(yQDC02Dqc z4+<10XqM%QH2)QDZcwc@ho-Fblj&9-3n=k$}5>nEN6$BWQTmGP;oHt*3_DzFsy%PPp}JiC!sJvB+Qu?WzXVpU8d$i+<`C+2Pc7uNdf7 za70x(ShNdii~T_X*5lGrrBQxM0OY3U z-#Mv?2y;m)kDu7f_A~9^=)g8Ile>|ug{@T4cpo6CU|wK2L4RP}$4@iy(K6ba)@4I=`HBsRO1z|(qbr4N@5wl4_7K=4R4I3kdd@EzlFf{t; z_B+r^Q!Hie$e=AwDkWRho{IUQfk*v=!o0e+hMD^p<E2n)v8^t&`cK1(?K z{Gtnx2u;VJxf9r6r~ZA?Z>`w7eBWG&+zu?r8tqayG`r!r${1md^6KNqk78+rI=<`! zyJ9$<&Gl7Ykz^OtJ@LUJOTYHYwrgbQ*RB2eHEs0u*waTf?DVj0wkkSG5}s$F!hVe` zX0XlZ@kR)P!(0-t)>6iX&d$i#4ZH zkX^smTc~gz1k(T4?O5Jy%KA!Pi1x>6!%2JJxV7se)pUJ@YKpUGofeup|9&ujO&HRP zIDKhrFNzdXT3S)|Cm(PhT%g8D`^x5wZQ210-l+@l`v8E9Z6|)+N;-+k>UN+UAZp7i zoG1hl6*$_6ZwL&-!o+KQ{$ux*cAU)o!RMM{TW(`geceP;hOkwU2uava=_aFf#J(R| z0Eey};JEnw-uuB!rT<(jeobzO22BkqwQuG|3UtyGCpPGo5+orswe%7GCqMMepDj$= zq>0SU!nO8UdAQ&pfL7APa3d?X4}@j`EJvQpD3umsR-KAGky%)A?Li(QA1n}@gv9v$ ztRiNC-f%Tb9C&7iXofHCa2fT`@;6J<%&xpV2Js)wjGGD=b*u`cDV&n1ZS0Ul!kMI*t_|k{<^#AcMdnN(@!=CpLL5HTcSk4JBFZ=k zuan5Df=(URGKT|qp=h@#X$opa0`WS^7L)V-H6m#TxcS$^wm=@iqwbZJDeXmzw#F9^ z4kX()5~qn$i2VeHgFG^61q3JM-bII@;r}FJjRjyRen}Sx*Fh)u(B6$Ir5#8+ladj) zg$$4kDg!U(AnIvUJpIM^(m`l#G$v!kwiFZe5v%}H&B~e6j8BjZBjBJIwsqH4^dwdt zFZO7e408OE<1ap;wHNjB#d|V=jtJ1Z{0K9OY_tU2$gSe9x2)ds#`h19(&yO?B%>a(&^CFRBop!Ypu%R7(AE zCQ2;LH!QlvfbYNJ#faLLO)%VM89|s2 zl>@f^1Nh4+^#;9C^S$)kT}k7luT=ES{o|tDCN;h@BeA=le93*ZZ1Wx=1(GA^0FlD$ zBzIHsjnQAdPAK6#|F7Q|o1?<6dXSHb&#?m*r>2G=u~F3woNFvFWq95ncV|B^fQN0v zlmi@Ski!+b4fOzhRtqs|G7I<+pODJw2QXAfyl_AxXOawamb{6|tiGWZRKp3J06vSSlZlxbt7x7!d4e3fdY9eQzvSM$j}w>7VGliJp`0 z#wv4;_#gT?PC-2cBZBgMt4iA)aZu6bMlz#6gm7s&0C&I5;4kaDi=Pef5Sn5bhW$FJ zeb(Fw24@K37)hQaLIf1p9D`H>nLo#{zdM0s-T$YC5TJY0W}GtF{|>Xob+ zeBgv?J`ED4c=wqTV7Vq!9g79G?G`9kO>iAU6WY@)lNk2bpbSBJmhKuflJrVbEhOq5 z(s9s^&BgC$vG|Wda39I>Co!ML_=nL&6wS3J(8k~5eU`mzKE5U!>e#C)XtHlstSZ1X z6IA|YndK-h6>9WU0X8?{ulUwXDuhiT!9YQOQO)3vk}H8Chb2de+Qu)i;0pP<>S66s z+~9?5I{~FM0>u%vCIm7ARrXu z*ni0!|Hc@M*_RrHuF=Hk-f&&*)TA!cJs@xR%ZC5Nys0^upRE#{0}r)na4*7aAdN^Z z%ZmDA+gL{cwNj1OSxzQyobM85K zxHbZgpl5HRx4q8iFdC}nCY_ig7wYGCHM1Q0;Op8P!#MA_VIK40Aw3|S5kQLl#b04u z(l6bF^E)po2bDrAw+-0Orag=OFCLGyX3Nw22?NEKf!#wKFVJMnZ}`n$bK?5ZNC1C8 zTy*m7Dl8Yulrn-5|4>>+h-*2$fN1ElPClMQs&^y63`m6mlr2uSS^CIpu*(Pwy}XiV zgS!c)5#d<2Tj0jk$Rk?foj@tp&tBGN^827jZ&(>LfP7g51y|B9#7K*RVWAeT%j5F} zBl#)FcIwSE1n0O{EpP8aDDPCdK}^5*D;_}+v$(?Eucuif^IsvAm8xU_91fXuPW1Rg ztOz8C6A0!Q$~OR1!~tN?Tnr)Z$NxmD25?&7yj9gVXG!R367E3X0?l=`+lT?{%?Z(U zs-VPFyRFaxS3o*A*%w}^??>R3a2&Z(TP9#!Uz&9laNeC`U(&CiDYn!UIETEd(F3W9 zJ(j6*C!Mt^DtUr@mSi)t2kq$5TvvPnqTdg$0|M2#|HIx}MpfBvZNnxQfFdGNQX(DF zpdj5P-H5=FF6mMP3F+=odI3_B5-N(cbcd8QD6r^w=jFZke%|qZ<9pum{doR;jy?9c z7p%2d>$=W!o^u|@F^`!DRo_TF7tZ8{6K;JV=JH!kRL7+l2W;wOz-{SPAH_ki*H*PL z?A2q1VqXjLCai0Bju40n;>f1d$R`s^X0^PCsj6rRlZ(FI_-A^rzygE#GS?Q{uEhs< z91qdzImm5eSEtw5S_Gv2&x=J43GNh3DM@*oH&W7+17M6~A`A>k!kGr&K$r+2y9_de(I;NpS?Yk3A(WV?AHxA^z1o=A8V`uj=K9m&oHvW1IQI8<&B6!S0H|@H}@Yv zga<@X`L)wmeZZ1I@;dggnm~9IDJNGZH$i%HwdM<$h9p~f{Pe-LY6~akY*sVadF(EA zvmbsupP>wRO#snhiXDYL$Xlm$p#LX@9vqE}8TLF5&uKDoWWUx88;vc>A;B zXBELxNDEjDaK%+4TQF&NbCfou{PUk7!g>bEXQNRHhhbig{P z%IGXdL^7Zbfhj758kKMsgEA0Gq$Yr*aAAl;H{~wPYBW-n-<*4DB~&& z=h9eJ@fHc3E~Z6B;04SuEG=FjtW5@J7K!m!ptV+ZaRJ|&{x<;%Y-TC|H0j(jFknfe zg;0mCsCFqQd6j5suqe3#7mg@Wz?Z<`5<%R-plCVmCSAC>bQ}nmbjG%p3yKAbr(-n@ zN(V~-#EG${d)Iq-+W)~^6%bb3UkF$Fm*bA;IzHO^G00vCqOZ3D;3EC32oan@yyTIC z55EqfyNZ<_glmGZePF4l$d|#5gb)ThL?)aNIr+dnlS0Sxd?I{|3R*C3dT!7J8IMJg z5kPnhV~SbW9pC7% zbssZ_nhsMBx?>RY&zSsyI||>WQ^z-X$uPp^KfDnJO6D`tRgjEqPMx0c!pHaSo4r9R zdv}-WBK(nZ#jiy->6L%N-nz!M5?BTvb#MythgF@Psxl+R>^djAoU}Ajb!IHw)67>f z1^Rl28>XzE0>p>Y{|i=LpSSRXC;t{;AVej6k9zpVHb{>QkF^d+N;2+m0!FR}$tTpH zz&noFBI+YxK&N2Ek(%Y;XM$N4yz?QnpMlF>#ndR|){GZl4MxNHiELBsUtQMVX9;H? z^c^_C|F-5@jZX)OIZWswXv2F!3j(*>ripqJOnUBxg%1%@4Xq}laLs1Qbzgd3%oP$G z2tw)91uyAAV*Vde75S_{U%1?ng^tf!*o|bO);n8qi0n`4;U96}MHQy)AgH&;GQnuR zZV)GA|HLi>k-&8g5qK;z&<%gA+aiKn;WMGgf5aaDte=-Hj)3-oJ*#O~3O`iBryvsp zOwJPk%wp1uSzyxq|E9S(2du5;k56zS+WOe-g2lK-IK{ft9 zG622l|5df}_nE){KdNi~|3CQmvi%h-{XdRbV|M-8Udf6H~b9gV7-m>0d0Dt z=T(C$>f>71Kkqy*!Xbpb`T)YvJQE+B703%t4p!LquK+HFyr6SUgeLyW{NAB7vJbGOhx8+(qS*&tKs?_+f=c9e&cQb*idhTn;B;pnIEA`H<{06# z5|$}|rtNdCuwqumX z#M3_(Z8+x^%s$Wvt|a+&(3W6?e#FYExNHm7k_pR=agKzPh4Hf>cVRUA3_8;u2B7;k+ z$3tJHjN|)gwO{|0=wKE=*U@l}|Kl~)<4vaM9RMI6%46i%B$ngv$R#Yt8^raq3BE`E z%#u#7=f&w@jW46dKoRQ6z7Evw^3U1?gvKw^;SXe&GRH>b<&jh}d&`Z0$nukTY$<9&Y*sjyox5HsBJn1a4#2m`P4Pap^=F2~zE zhd=(DH6O0$D_Bc9y_zY|9a}QU1|k+%BXY5fw3tRfX^qg0kcX+9(u6;}k#hhsjUF=v zjTP_`00@_vknelKd+)C2f;hyB_yd3?iE|F1oU+evgfbMK2CW?t2gOjD!*_%R$9%(v z*KiTD{%qcY6cXMYC_9zLlsdnBZ+=CeyS@>bnSaVkvE_zBf0^ z9y=}fUsgQ^Lz;+#CKp0siNaoEcnp~gj-|_=(Nnw&u!Z0=qQBqCu^0I##{lqqjAjN8 zGynimDT|K-J?cySe|?NaO^jbf@b70=N_{22iC+bZ&WyjW{%;@qNK1ZQgU-W$p1p=| zj}1INNDHB73|{@;J+`5Y!nc1Q@~>yxKu{LJ|JR3ySO2$quW_biU1IBKLlf!kVIKg<7d0@Aqk3#1Mcz=Xl^UJ%rC4i{ z9#*!Uyigvz>*m;RuW#s+-(DA&nH2l5&tVAL*I`K%C~$c;ayYSYdrs6qTAz(6)*4_t zo@5`OSYOwJJ>Pp(cEzytAolf!7R7oo-}nT7Mf}gK4*%t@*S2i<>(OQOi=_p{T48)f zXv2y}o{eR8yTeV#gb=46IPKh+K77+OYOI;w2rTP^;wDkbHFFT4z^o_a-^(FT*zo`T zDbl<2_a8Nk47>gc>Pds$N3UUX|Lez;6;Oc)=RQZWdI9GDOr-ngHUCrpA8`i}xqyBr z1sY$VWS4 z5r`#`F^>Qaz$vjT!>KX_oChNP)V4I=fgAwIl6~pKc80xzU zU`wl4A9&D=Y$6BK{*{J<<$~_Y3&xytb_AlF)S*@Za5hAy`g+|TnSyCR+Rjfmm%P9< zM~%ZKz-U;sN`%8ET8pS8lJKeK7Ad8~_NnSN+n4|~SnSIU_u7X>A!Ia# z^(UasVeqEhC0lpsz}4P?Bl2Y9#VOO_7F1KTRsJ{4B}uZw?rrw8V)KD}I#^fxDYwEZ zG3kp{Qo_SV@<70;1eGO6jxU5vahDJn=3-jt6C26Q8oi0s&WcI4oWJ=J=5aNwW_JwhZ}ZNIJ_q1 zk(1sI@wEWk3w+AY%sT27bG00yYGG9*w`qXy3TRn?GQzfoE|5FSVX}zN^pf(ssu$@D zENsnpCRYJS0yLB+z-};!xd%@652Pnqd`mytyR?PK_A{VxUiSP9T6tVzjyZ5dj=6|< z5CE2Yi&0Jb*aPOL;1T=+9p3;nN&%e#w)RnM1@Qe7qaSW{aN@aO(8REWt9Xoo+Q%n# zJOwZfF>qh!qaK!qXCL90lLIIcc6d)*IFMy6tif0qrZVVXnHHwn9`N=EAW#gDM z72~3Q{05AG8Mp#ZawwAHlE~BIwUeoW_XZr>GnC+?=d^ej4QDeScOfWraYnkBk_JN5gjcXA~7PAzo)mIZCh)`d8vc6gEeTxmoc z){h6^1nsp`&STbPXOZM!({}$9HXam3eCEEZYlx(G|LfcuBVD9d=Fv0gyqmi{orSFU zyAkAHKy7GB5H(dinivk}Iec!OkFOxsGy+9X*7>X@LWJkx$V*ciwU1@c{lM=z1%+Xo zN2>}bH=E91dr0}{!U%8MP!C94fJYF>r&8ve+uH<}2mvce7$6mIXvO2vI0;ywaK+kW zy{-VuW>Bj$Of1_)$ae?fnB!JRICtR237Cg(t0T5KBaQ=-Or#|TE`Y`ZB+Ih2z?c8k z3w90&qQICzZYYN@@|P^)=fPi0|%)U zcAD7waj+T~=rR-#RY_jfLK`GDIhFE=dAFd6f$wwDl3|RVm~A{g-T-a}4Xs2k_6ZC0 zMF7A2i&V$9U_FGy10Y+mTQNc*o|k&lBVQ2FD`xj-m4-k}9eP{U@ zBCLglIshtU)vfF>;xw_Hts-{FdOjRd64fb>CsSrF<07biRaWX9AZ2ANt+!~$Vpp@( z0}SzQA(J4QWPf#~GEEgTtCu_xS^AA+-QF%`oi1ym1Jgt-oe@P}MsfDP!Of%Q#ulLM%s36aSJF1*+yw+qOxl}^+~`swN49TJVmP=Z=0%Bv*f-z zV4sH8Zderk^XHe&uiRD@a^`=l;WY~8oT-XOvYk&eeB9Lar{mkv8 zIm#O!h>?A*z?lZ}kn31?1IA$XLE(3^OlYp>T3o|IoMVZ@$aDdPD?WjKS_yvK9}(gQ zTRWEs}(UZ+9Mmlf5Dx4%Hz{L?a@32FUQl6@;BwANddUQ3TAV7*y*klniZiCuA??|4k$P*piC&MpSHbN8xofKF)M{weY zKimwAi6kF||HMq0+7>F#AT~JLvWctLveVgKL+V^CWz%l{1%cjQ#HcQTV7#LNB82~f ziCEG@x3bzVv=4rOV1d6z2v|DSkzI7B6{PLU;n3#}@kE8n4X(wjunTvfaHz|?8Arh7 z^>rLh1&9zoZTHQe{Wjv>8q zRa$+{p-+ML;_>#}&qHu+kTx1wXi+kdG67|HX06I|h;mrL>K1LH%SOh?iYhUYlay*5Ujj^?J-gFM@4}?E8M1Lo?d>BJA*8SVjF5+2wB)oxVW; z^L5@c-CdVko@z6HHAxB(woa%$fH(bLq9`<*gjlLSnt*l_Qievyl&m)YopJfPvM+dQiY?f|3s=*GAG^yTMHVr z4OMb(ay0~NEZ;6tlnwdUr&|@Fh zrDW#YpgX-x@RF&dz$r-63sS7*yDjmK`Po{fPrYgG@oQJsl&j$7SQJL4cxid8I&|eR zmbT_(J)(JLgihF2R48uK4!`m~o7aZ(Tw4P%knQi$h6m?;EPexqN#iMFJ}k#p&jm;v zB;ZJo)TVZRJM|mKPjeeQu`O)UPQ7!h12-pHc6NY-KZtTb11HF%j0*<_8nmJ}qt`wk z7&xdD-#~*L@)JtVZYm@Y;XE{7Tm(fplq>~NP+@S^-+d5($Px{r*7{H<>5y#|*t?gd zf^KPSdl?FQ_2c5YOb^*7MEOD-dj(dILSlwI_O z?z$XJ*kjr6-okT+P^;rmB@CP>qd7X|CF%Zihex!p^F_hAgWxe-0Q9f0%-okCJ6NW!PSF`nsTkp%g{G`<^y$d6 zbf+?v{GT9`;ECruj>`0%@>2~Xw~%6)N?LNSB{LZ?CAsgmIVT(%X#sM8qBk%fbYgoM zSHf@Dda0sNB`Z3@{r9m4&uNS@nx8UAUoRQN!6yK3~ZWxpx zc{DMF4Nkk&F#L}Dw%9=)kIPx<@0q~hTTH+XHSQ}Yd!|~GSQpu;7l_C~Mjy93+oV$D z10aV!f#mD;AkK)l8fTXA^)E3YtgT^cwIj>#Z*{tXnA)$_op!=uMX*Js9F0t-@Ue)% zRoS>Ocj5Ck+UnE-8_X3&lI6}cqqH`Pz;59s+R(dSG3gKJDlb?_`kcF{;^|JST3vLP zX{IvliYlyqkpEYaJh=N{8M3P+gIHDl0sN?F!{p>H6YTc_M@aO}PdLg=Sv!bQq@O$D zHRH^(+=U8el#AvYn@szi;oCM$AasQsc1hR9lqT{x_K&ARbRTW>r6YQg_*dzPQ#@kN+DGi_3@@)_(iOk+(apjG>+9vgqC7c5_e`eNZKiT1=m zt6Fr(6v4Bl6g7s!jq1oDPV1wQ@an<}W^`!Q2T4LjKeEBALTarQT1qEv zeW0~Kk}yK7XzGF!!1`!mP`@2ZinUraLzqe_)Tz!dNOAat@R2Yz3Sv5^(3w(gFO&uTI?JhnX1fqWuxs%SOuMvh<<&+vl>MTimYfymbPr z5RC%iiriGR*)}wB6p)z2lTxW_0&1ad`czctS)(Zo;C+8(4s0R1arXqqJVDfObPGvu z)O?^kJtR+Z-ClewSUIxMeU4vMHIpH0>z0}Hi*A&3_-F&MQ5oQ)aCO__wxI84rEqeA zZ$=2pzSnR<*?BnMnN0Ge$vgj=dDm7g876-xaua%L7dmhY-`+` z3HH94cStFYD2Z-GY)Lsq(VuR(3}!;UuFoy+&Fq7c8tQbNeob_At9zGMJK$0+)iD=; zUm_$LaN1|{Xnun!!jR(vsojc}G3>fc-cGCx6}*CG!Fm0~$WEE?m1vre6)#r_pw7&` z0uqUDwzR$8>cSeIH@Y(+xhyyb=|I)g8Ageuvy|jORXv5uXrPNq*-%a3gFE((ZG6R^ z1qk@f!Hs}W3&zct-RmEZ8QL_y%N{BvYg=xGX8!H9wtk>*YiC#9p2wubZESD*Dyo)>`KCW0F`vp z@n3*1h__`#(!k3r(=LN}be-MgI*pyb#X$=*r+bO3>NgahmMo#_^^NcWmHBY1+m{yFR*4o(WZe_cAt@YMwm$MUoRFuRg+6>Mxvztr z{(y=!tKlJunQK-GA^MV>Rsf4W=jz3JlQ+;mTl?fqNfhs zh*Lo}KpFUEO4-GG?UCOE`d&k-@zH6OSCM;B&T(T>kgQYM3*@2@J4M-BLtFREH!r|T$mU{-(>dx=F+&vV; zSb%)zd_^UQ{m>ytu0>~^9FilGd|5+$d*`?Mv1tPEs~XyWL3iubm<|NMf~$I}Bb7x4 zE%Vpha2-nx!Y_xT)%?`oxBjT!;WZSa~aN4S@)$(4fYq^rDf>xPRV(S((V) z^Ta0JZWzbwG<6DU%k=G{`7ggtwxLx%pTj{Vhpt>Uy05w=ExUZENnHlL)??EwF|$-|kWx3W=TfKRGm zO7SNmbvm2;9e;WH<5Rc~Ihq4E#~ZRNk9k5LhnK^L`H2+sAh~7znGIln?(H8En?JjXq8C~eY&iR)X^wcBbfH0b(DGS5X4pT4 zET5muQ)Y|q0;4k q(*Fb$fiidT~hJ^^SK#z>TPe%lk&RGO>BCgJk zoYZqmI2I~~hA)Rz`({0g3={FpUw1A#lAqC$dW4?HI5~@j7V%CH7%##5!o|~s61`^3 z2|T88d0W2NRHn&P@Ssa{t5KJGd4ea&@&JI+;Ws!KbevzM91vdCH%2h~4AOICnnbrrte-rY0c4Vw_47kAEdilhi&H z%xLk?`nA8ipB$kO-Knw>TzKBtQGjKwM=7)vdO8ajQRKI0ONck0mz!g~+?JseEeoz> zxR+{F&*=$;iE5D>zI1rz7IYp1BanMlmrjMVcPWqTs=Tj3f8Sj%nT2*9uO3kRtO$+4 z!Ay}y?1S1;-ey@=QP221nV$pEfOo<%`nc1@VFz7h)M%NzF$)`%vKnmubztf1}LOON%9YB6{&3|&Nr^S|7eBg_Ls}q z5}K{Jn|$@c5YBYewx)tFE3%p3Q!061>P-W=mS4##XcxD$nGS>6oCKE3L&^r}`oH`V zEhnSdZgNwg)9XrpOQH0{+CO0XJQQ&rOD4EOj}6mrm_?nH__2scEmZB^E|``z3TH^g z?=$<>i<$X*CQnZG(0tTOzS}9?r8Lm3+$a+$6ivvZSv{AR`@=%Pg<6_U>YAW6^iV6v zISMdB<%=EPS(50>G$5@hb?SN?=B%1E;*JLmWJL>P01CeB?A}ItrNUddhINJHkE4$J za4=t=ZpJ3Qk6J-N1~g^FX@%vHi^n}9T1uh*exbL@+Z|A$0p2^KdegOWTtw0DzdDi{ zgZ2<3x3fTbkkkS|DYW+aq}?I4S(cd*dWOG?G-Dk9R_OQD_mm+pCFT7BLzI_13gYj0 z{uW6l33>3mkKS^jv-|r^{`O1#As~ky>(8+5!R#liPSk_D^3s7=ST!(BGWs&zfn$5R z(M1zES@zFtNSp8!RmrXVnGFKk zh*GzzZ}+ezKhd7f)=DzN;|Aeu-wI@uHmAI@}FV?%5l_-QbE+Rg78lctSS)<` zHY?`ekzlh*%XC>w7yBGK^dM>g=lJ(78NY-0Pl8>L&#A)d1<^cu$`!61-@(uczdNLb zef3^_`gG05X~!>X0dZT7YA)b^%iVPHPQ^mykr97iB%#du^VcEIEics0YV~mPAD*~z zOEp+>SE1RKV#ZI_w$*+(I6SMH7;xhZ(Og+&W6UPuzqu?k;8{64eBAq7HBh)bhN(IE zRjB6kO0d2@wRsUA?Wrw*;?nPgF9r~pLuH&1)dCuit#bLq*GX1BU;Kqv@1xRUsjxJ3 z)>0+IEd7BnuMm^FsQJ{R@X=Na{{|hp&OpDVr;dY~zz7OY1+J#3Cju*%%-RiFUtvQA zkgGOylD6h%1$4EQHt$8HQ8y8-veHf5zYa?$XbN>9Nnv6%WX$Gc=h)KI5SKa~3O*Z? zhow;{QbP_r!>UOZGZV7-r?u9yN(xB5ei%96?i%9xv$<#Qp9`}GrSD+o3)9#l)okJ= z`_+aQlRZz!jxAqEAdTv^SxaG93!Ur+H9YWREC1u?+u)K}C^vfgUM%_mzv@oI`j!h# zcn`R(I<^AbYj}DLY0trRWd}bp*+uF7T!{fQn*U|-LW)%${r7B1pw!qD-W}A9s``Bd?XSP0c za`GMPGdoC&9d59bco5|T_cUL<;PBMaFxij)(l?{i1+eeOu+L(`FJJlBp@^Z<_FQ3p|> z?^+Nfx2&*=-MznL;8*=Q=hNAAolvk_=OCq4&b&^T^4Zy)$G#1J`gWm+Jw&-mKgt!3 zET-LkQF4tO%I+RIWH|kWc$I|~nyw|B`ckC7lw!l|g&W9#-7qnr) zn9S?L_kjMZ9ZmWW-lDYF&DABDf5Q&|TWt{Q*Ngdc|v%@cifBckIXbxrUzT^kN9(```yB7)D z_3hP>zLWZp9|_Tu`3ISQ&WS*=yJpMEE+mu*ZhPLz_={&(ypyMYGdLMN9Y58|tz?f1 zoqF~p1ud;qP6Iwj&s19hRdLMygILOmX@n4szQS|Ak9W#mIpW2s5)GCKwc`hh*oUOn z?~k8nRM+r}?FPsz3*26eC0xZmJ6_xE~t=T(1r zHE42kua1qIJ!e_!!SQ~92W)fpiAT2_XIVl2>rmrQA=f514?oCu@~w`e+>avo!>dh+ zpc=QOyJo@LrT%pET6>uO58ebeL!m?Wkn=@|Q1{qn_Tst2L$CM5D2v#pHw{TCg{Z~v zXA+_Q^MYYnX_Isp$nRx+KfibG;T?fgyF2#nVLI_K(L#q7*)Ar`g&tAO3qjcR0#2XEwnm-H-)MOq~L=?N?~OCsJy;gY3~Nmo2oDRTVsEGp6dW1LIdkK$lbb= z-m+QTPM#*@|1q!|xgV9zOXAxJc3q99-`jZlntB<79HcYBWAD+4@wbW?a`2 z1twxElCFEF6}yvv9;;2Ao{EaTye%5wH<^6X{0&zm<0k&uZ2EINH^tAADu}xppI^-g zytz~#sP;G_?B-H$B#FocQ8R{!)!ie97ir&(P&-|#sB%&a=Ezqnq26PmV>QO(hv0(K z$(~q!7!5UbhtvHmV^vl%tuL>7S*J51P6qPw=)JBv{%|lpU}5eosgKMiMsjyvMa?V< zd77JXaial?-wM~}L&g^APTOH2y6^eNi9=b3g#k8{)v%UNgpz7{`Cx~1%5 zCCXa2t$QwVq5N37tk;L%OFjQX6rVu;wYgb-sq3G z$G{M@HK8|p!}!Y5$WQl3gG4IK)MC^njUbAEypS(|=D0`6=i&=dgsrJGY+KpQEI?`C zmYKrf@oJ_0qxgs{|En@?F?XI`nm>Kdz_1AE2Wg_saaIOJm$idA|0D>uqfHD9fC12vile$P$l za%xHSn5tKDd}@g;D=A@jLNDRhLwg3`Okm;t1S&-ma~tg|pPeKBK$$qM1;*?CVbKI% z)LHbXiRoBS!>lqF$ZzQ;bD2l&tFpfS>0l?-p43>E;|xf}WC94XbW15&@fL5G|AOy5 zI}W)?jxE`lMQz6OHA`>r>VM_68COnYb??=w{l&-K?36n-a6^0GRkXcHb4n4ZPoXJA zq+C{_9H-Tg088hkE8Bk0{iD&mnfpCNLz#gtL0_rQF~)59&Q-Uh0o?3(uMrvm>uE}M>#`Ay84_^^gMkC~+L zn9w4^qH0^dzf4O=XW%wZ==I3|fhexc{7UkZHGHM*^@(KCt)GKToZywkyleKL8kZUd zf4$SL6snZ%!fcyfnQ*DS>1xMx(F8FQwNwZ8qFV5pP0f=$0#1|bVbPzhpJa#_!_Cfo z_YQ}u!kwr}EyZrc)awRN@H5R1Q>S%1OnWbK8~?WI7VkAgT>v8@zS@3BhmWD_xtm7K zpFnQ$OSz|z^!zQl;1FP@=XaQ;pc1<{X_j1h1pVQ5#?Dt=EhQn*sID(6k*}qm$Jfj6 znub9H-P=+^x`EJ5iZnj<*3c2sZO;$%ubWhVyz#Z#c`a!?eoZG=&1Y7);X`s{q#J-g z`Yw!)GA8y+V-n3!F4)h)s*P2+7pt36=mag8DP!fjpO`q|zpQv@s-aO%gSDbsWhfq+ z2RA_}TCms$UPNFk-F+m%VIWkUwO2x`;+|CAI>-EpQpoD^13LW|SD)VQDA8Z}z(qqZ zJ;kBFe9+7suh5+-Y#r0aGCe(A>0vci$x^joRR*p7e6iNrpamF`@jYJbJ#^bcS#lQO0)zrUZ$LW|QP^7A4-0UL`Rk;`DwW25GCsrF` zBb9QL!dTjTcVN>elZ@a7`L~A~{n8ids0VBqri#BNGzxHpB;IU~p6ZH53r)y6g9iVa>k(YI=X^ z2qDKEdQy1Weh+~Kn#fdtibA05KE4!c2E|43Uym7NYQ))9kydhj06-hpS|zX_zH`;CvjDP znU^~yA?WJZ7xLQXNa!rNRD`X-dB`HO<4>u6X5?${ON7!JMZ{&@N_I?&vR>ET0nxy9 zEt^2pML^Kl{FarLV@6FfRgu;koQI&Iuk?VvJc=q!0e+6}0qj{<6Nv@gxp+}EX|N8B zjACziuMj_}&>BkphRyPJKmXyF#bc#fAsp`OERl+YaVvk?aPkRf%L)j{*}>76g@9c@ z-v*IDb~l40#6vbOzLoncf){v1UhL+-9LcIPX*PJkL&MD)v)lT_-I3*=oTcCCpg61M$3V&COI>@=G`Q+YKMfaK;#-AvV;78xT*3?S#NJ!ONKB zYg=^YEiaSt2e?&MOhPT&)CPOM+i(~vrVl)Nq*zr5DpAr@LUfi&2KY~is^rJbKpJBG z1AHUcsx*UzxUixh-vXzF@&@cgJ49z$@mNwjAv3q5#m}-)Ge!Oykqb!9)B?cQkjE2d zEO1UvfN!SJ7-6tj?FlOeEO;c{&W>65%25d=u^poPQ|2!U{<(hUy0{4m-sf13hxefe zz-HCN`;YB6*et(B$8KGEKDGZwEnh&TqkBF>I)E&#M@~w?d9Kheq>5V%T|0vJ;}zb= zt|VStn>*MV`6}P+WHBw8b8sM;w?jwVJVV8r(cbUr@dglpG$c|9@<9JysWpYPS(0s7 zx?^^jL}&gs=&)m~tzP41r;xmT6=u?Q3hnJ?mPQcsYU)Xdh-bE}JK1r5Y)e#}YXa9g zs97zDTQlI0eReKg1(#zt3$%Y0nJHx>zsv}@2;|{Mkcow~W%~t2zWa%E znu>WpC<9n+?KkD&t(62ZG1pKnE()JwHYjqxEu>D{^b*yA*8vS#XPct z7vv-;gG8dibzks=gC>FxF3L*-U4FJCiq`0Iivh;n)FIN)YAfsLq`PD1;+sPFxdBpz@eYD#i7VS+uQ#%Dul;+TG-slN#PB^~8HFgwAr4UfA?LMWK%lk9 znNN+eaOAg2bpx)4S(}gPtgK#Zgu`_m_zQbE-HWK*)MDw_2~>+lxk7y;ap3#L@-Y*8 z3KGKy6^)CAlSEaD4b(I*i9X;j$dT^hYfJct-q_hQDl?Mo1M( z8oxXvkivZi>V|mMbLY7@?z{TJ)KnT$cs>lxx;Iv^%Cl7GKphFb1xz+d<(w`S4po{c ztEmS4%J86|(h2ig(Q6ApqV>$1ED;ZWtj=D1)Bagm_3zuuv)gm@$7sKkWol+anaFDt z8?g8?nj2WzQDBz(0v;7XRb?H(F^E`;uJ^Y|ZLa3GR%3}(R`lv^4&o$QTQkuoy$2E~ zl_dz0n#YFcK_oDbf>{nx&ty=}!?#u(r}780AF6SD_Iu)Eqtv1-Q#N9VGSTW+<-L3N zD+fh)1l6~;;WYLvex~@qj)*cA_mzg{_J#~@?w0=3$MY_)2R?xLHiJ7&^|~LHZJKB& zZX$V_4YlMO|JVNhjJ$yzt0gRhOAV@A@@^;`)bJoq1)QGU@3UuhHZW!Kw<7Xo3PXxS zSl7YGN8CDwSf$cetZAk}_VV^WN9IRRx>=#4v2(~e(OiijoBngl+r~0t#U`a_wuo58 z*#is?)*nO@0Rd(-)&xY=_cd7kHe)+~16T)1iTV@gDdN6&WllJ)S1U`6REXL!E|rR) zL30g`zRq3aJpoP?@a$<9qN*#Ou3o#wt4Vur@y5&q|K+x*6&u;C*Q~~qGk1C9-+wF( zNrPLh&pbB&2-enZ-v|Aw6?~FH#=fKq_<+5FBA!QGUx zyS6r#Shzu^haiLV`yP!cHY6*kUuK~M$si)lO!chBliXj_Vy?qlA`6B*R| z*?+^fGs2}*B{X8WyHaYc;rYlrFmk9|tEUcpJPsPW(lzY{b#nYW8N^&i3g6Qzq1hHg!++1gJ{8)7U2UC!h)_n^a&Md4! z>=33pBEHxVKU~2*6Y;)fD6U;Z8<$w)dr;M>ND9OO+2m-=EVc8>Z=?LrU8%HP1}3m| zN0v_q{efSbAby=$cY2XBDkdiDl?9hTX|H~S^G)%8-Vj@b zYB8@aTDP%-egCEduN};znf((|QkW|YW9n+Kd?{p#dRl(U(}{>Xd@bSan9I zH|yc~W%eOqw5LA}^RRPKf81aFe7VYpv;3#?+$1#?KeK+u;4CX!azVC5LzC%@8zxk< z>ICw^QD@qLGyNo?hg}0z!0oSiuG7)mORS{)0pV*XrttEFEcaPmAXjI`y@z zVkMS!(hlWsm^yBnz?M(3fFJh>r*hvh|4HrTn@hLWXgZ9v%X~ImTA77! zyZY@L=AqGV48yaJh8>sgc0om`&|G7II0MKBk3JRa8uiDH!M9sa#&YFfq;XrujeW4lDAp4WA>n>Qx`kZNmhET%3P?@L zea>z7zC8v@hg-L4I4R-tIe1OACf7nWGM)x!TY`@@#x4KFw-M{VKi8>0xd{ftk=BP# z-Y&aUnDKXwZC2dD9^z^(mwkaeX;3D;j>=5~ zi+n^fT~^^?5-GZzWoS25JiQH{Ex5Iv{k$%xiNBngS>9TBns@ij3LsN~$LOK=fW?Ew z7HZvjG5LmPeuvti|ejfy{)f@nyHexr{rZiLaj}SRV*5zvZmIw=Z+GgCr{i|>HN#3u_ zm>lh>=gv02 zc4p63luct_Z^o5QspYpCU7Ome1`?9wKFdg;v@`u?gR`EA8UAecdiM2d0KbenFROZ? z2-YOMelUK0XKDkb__jZm_W za0{9IrVt;^>|&Fg&f4Tt{p#hml~!C`%w0OVc0u%&b4UT$Br)Ce<%@}Ey(2@3P$L#G z9v9fmRXld*8GgQUxkj?-HD?{S*snCiWxsN*?^@DA8LjNnW8V&+#h;2ibYRt8bNtz(C%q+(Q2d7F`}E-Xg=s zG+u$8g?KS;XD_6@7c?4@vU_Z~xXsKRf@N%MoNe40nl>5lN*Y9TL$-tBViKtJ_1(H-r+5B6?H{ z{IG)VjurAU+?zG|(~qpFoN3%DM->6pW#LV9w!E_zbUij;YcoK%6o7lH52@`K199dv1~ zU$8l0%61m9Z0fZ$ztbfeNUTh;<_q*p&mZ$5+n{1LwI#E4)tf{uFOo=-#-RX@+A>yqsw z_wBp}f<&^;K8xax2!5EU^sI`dBOX8FEKV-z?N=WcUH9#*^sj7+ml{f+uqxh-nnOoi z39^UTPmub5kM_P6WRDlxp`V}j=0vBuk_NYH-q|^%y@FHshrb%-Tw9b%Mz03><9kv8 z{{9X}k`QBl+A%9bRWr`26iA@2P}9=FO<=nC6Gi}`H$+Yh$ZkNY>R``UO?97xY$)3O zE)CrwdN1a%OQHaF_OeGra0r)zaq2rTDE;HCTS~*A+Falbt2gtredR%nXU(2vK>>r( z%@wbn6@%qR!vZPuI*9467rWTB>(}m=Yw$)Xa??;a%;_Vx zXRfBrAfT(U2cyej9EN-oCZ@Y9E_?MBVt}4*`oV0-w#sMP<9h1Wc5toj>NS;Grh>Cw zv$%*SdMZ&Z?adqNq(?I|IdtsAGEKL~?#kA7y17(3eKoN*BRN1jaqXslE3;k+>?uzr zeQxqf6V)=>ZQ{Q+a}z;PnZFy8j=*d(4;!l$%VVP1@ox&o`gmI<eB)-*75-@>@?Imvk>AD?UgNR(eXKsii(PC zj%`2@QYhZkHD-?EC$DvK zHGCc3)SNE!CmEW$px}$SFT34T)(LIAojmPEA%|VaJ3p(**%{C@%n#KpHkh9wsoYlp z(ZK8-t*}XeqE!5|iHV7m$Vxw>((B}#O9!aH;QS%)uNr?n=eJX%HTQd^Vx0d;v*kaQ z5C+7QxpH)Bpu~pT_;{^`BS@b=eGRwJ^im>SKePk46FGUwz2!3X5acugWDDgW?z8Q#DchuT+ivvKFF-&5JP$M=S$+A*>m9pwXOF(JJAnx(5Wai5cO-K(zN^Z8-N!C zASs<~K8RIi&>ujsE7pSaVf0U!{SrN{C17ldi5?!-Qn&^-1=DerMkt>EgFYBgmmzjq z`M~Mt=XEb#jA9}M9eJ`!$GAp)wEuOqDHwtA5p@7R<(-lfg_88meTPMROWXM?kFUx- z*EV)e2B8ei&&N=yRA=LGX7ay!&S~H}eG%4gh{B_z`56r~<_$QK=`^Yi3g!g)*0on_ z)rgplc0jYVn+wOsZdfuVV9QZ##lytYvY#sC%fZSTrrY+Z2UwavJ3t>TvqWA_D>Epv zMX9~l({B8@jRFI6s}SqExoVqaJXW`D*$nEcM{g4o=U+RMLmJ=_5vIVfZ>pR93S}~` z)%j8PktYq58HK{qQFns!C3oQG;QOTFJIss;1Xh6|M)B4d5 z$@tQckSx9GKr92~`!0AH?>~I@JqO~dif+E7fz!L=O?0Uys@wOq3!UXME=((}0*?!+ zsUUf>68*ZJxHBKCCtTWOmI7XEy0H>n%0dr7|4i0Ys@|=bSobW^B>C^`G!$KmSFqgV zNc6|SbHb4sY;U_ME{aw0W9tmFnzk*}FdH$b7j4t3T_Q0-Bl{kVgLgjTkSuQgukPM7 z5X-iEAJtQ-q*RhnC`lpnJSECJ&vRs!2)E2siV8)B44E>8l1S#Hl1v#(2^liniexH; zeO%A`{-5FZ+h6vF{b6sP>UO(_>pIVMu63+q9mkXdg|lBc#l;{|XfKX#)T;h829o{0 zNbdEstHItQLveH*^K8ltX0J*P_vLDsTc|wU-!}7&4YHd86s8i6`gEr>mHLLm4bI*^ z{15;ZwpJCV%*c+Lwb`mGXjCM|36v?V8o6K0;jL6yncc?TL|tA-(fXcRU#+p>R&2UA zCRk%zLdv)+wu?s{_3&DQk*(4PHinMOB{UD5lrt6d7H_pwxR`D= zYqqJ7LWvM3xxm~4XPUdZf@R+l*@c9MciX)*zRmw($*t(_fku`lV(E!-Hvf)^^kkUx zTu*MWUVIY8fA?vTp_F_xfPAw~l1s?l1C-`>)Knf6PTkmF%pD1-20gCXm>e+SS)TU=|>t0W8uJrNOL1`SIdebtqJ1blwdYD!-s+r1I zqyWl&&k}xMeyNDz>B#yHrUcvU8uu?dyyW8Nk1||xuBSG8d-&i%IZDeWLq65l#s|5Ym#W`qN}l6!NnCDw zWPoWhb$$oI-{WbjVF7RBs9`cb!`+~$2q^`}QC26A zB~u(c+-b(pI?G^Lf!q=O(QBsd3gv$CR?3_sbX>0T} zF8!gephI|GVk~BPc^jkBwHkL}fn(V7&LA7}OW;xFv_DU=Xs>^Fo6D2)zGfUtJ6@-2 zOT;y5ea6#%lfv^mTOQduCw-*0cuT1A*_~$C@V328Z{29TPIdDej9vfY6mIs1yb#B# z63fT8jBJ3VLQ*9sv9`R~e-N{D{-pT{{b%>*1lZ;h2du|#P*X9#>@?3dKAaIsxxB%_ z!jUgnerC>2DK|P?E9%m0dXZgA-YuQsPrdA4g8IBh-NtPdjI0kKPpAC8p+089Rw48C zwG+m5qJqDfZT-Z=pa3h-YS3d1H=eEQv3QiHV^o-2)r~9>)YfHas=JGYQLWlz|G@~ zWOV2~V%Xsr+3MFttOF&CXlxrR2Sz@@7GP7^{F4Fp0Kb*!4!NIEfSA;WaO(SoR1}+~ z?rw!<4Fi;yYPc_RH8GH|5-aNtUJi_Vm36#DpDuG)uV990V8nUpDBK|If5ohnF6jpr zP#vRH75qcUtReOI8oFH0rrViB)EdJNv9q_+zdPYbip6|r2JI0SyOiC9!(D}qt{2U%M$500 z?mFE#r|igTy5&{)MOu1MNq;#xIU$SvZza;pGiycV)>~fqeTST5KQNS{?N*e8v?o%-BZj=uhjhkh!AV7UIOcU#2s3JTAtx%%=J~&wfMXe*0uP z(@Ehbc%J0kGV2-S%JGAuW}SaBOcHei@{X>HyM6mbq7-k{w485zR65L5cWtc$IZB5u zX94n6`F8E??TLFSc_Pixc$XJUy!=>KBSVwtD+xV{&hK^`s2`d23jHytU+C5EQ?Dz? zXxMftD={JCmIGCq3>6JcH#e_))HQH~V}@=f!&lzQJ{nz7n;ew#zFl@42v)Q&Soy(#@| znziy658GC|E6yL?dmWqG3anLBb~{pI+WKm1nMTLid?kLYHxs-)wyT0P_PVaF;no{! zjW6x-C+VA`ZJg1>5*zER{YR?dOvBl9|XP%>Zy`y>=?bvgl+%c3(x)@Sn zXr`74$)A)b8^n#W0AY=8R`!)FKKudGYTSNlDIdM8F5IrH^E0!itkjwrYkkx$*r0X4 zSkaoALFDM5QY<=!eiK*d3dwr}gBnlyj1SGloL8JxiG3&=tgrfAC?ZaugVFr(h4c^a zw=}Yfxw&=zzBY0OIKo&i1D9n|b*BseAg4~|wVeC$;Cxw>q<_5cqxKd3jzodrj6W&> znT;wRj6ZDlEp1`9wmk3VlxdTY2h&&b(J@Hj9^|ttj_yr1iK%}dj%LE+t*2CUDR(m7 zCoHxSGPgKFj}-hCy_V)7W zX$9Y(My0WxPm%9E2{3XyX@(4;g|`tyTE)RV(fL;_lBEVq<|sQStWn-Pk@>iDHcu~)T%3irux=^=Xm#EcGrh#aG`rk`);8tS+UsGT zj>)MD=^rv$Cn+J(^X*kOJ%5d&)JP9tpgWxUDkYEA+Ou-*J!GgNG11XwiN1{H6id*C zLFhY$)O%k6>b2X`d%=pgoED4brgwTyHHV{$Z{ht~>TS!%mcLx1kJ$GU(&QOEM!q@X zLsy%p=MKvF%w!4#uf8+9HqBrh^s#*F9p;Cmrnbn|rz4PT7P`K2z!+8@iiFFPgzH?sykhoVi6N3@W=1SoZ6(r zSLTnuz|dgpcg9eL-Us0mj)&h!lp@MhSg4uxqp6ZXw9A4;dJ?;d+*8DI7!MniZTlFYYLN zmRwebat%EQJtldRg3D7|EvV;rn~(NVGqyP$yz|Fv!1uDeGK|kV$@5Pd6-qBA+D+t7 z6c!9X+u`iTi=HmhR~4r|m1@?tbaeK2M9m;Y$UEZeG(euWIZK&uXM5j_*+M$~dZsaz zLM>M;IGF;iA!uG1hklHtX__|ea8J;gx`$EwxK^J%G1qS1e0uj>`;jo(!2l69w&yzU z(8VGBibXBWIVKok&z-;N_3PJpiMO7)ocQ9wT>Gp9n;ku-UDsLyV|iY4uWIq5(*_}&Y$!6 zM33Cag>MLNA8PsijHh!M_^VrlXHq(-iyw^=1Hi%Ssu|XW&{8H_Yn;1~6X$d<<3g5# zR#NZ>pM(#rb%)bS1;=EP<}W$^%It8*f&b9>S6fo8P8R97U1T9YgKs-9Moh#oFt+LC zLo$k__4I@c_reUy7N!shAzOpNT%rA)zZM7%hlFc^-deFwWEI>cn}0qu+U@-KP&U_%Q=HUG&!_Y_9!iwLOPUxx%h5m|HQnw#sU+#@Lxo$+50`>4 zgDrK{R7@zi;7I6f+FZzYUqh#>mklj^>R1Qm1lbtJI(Ii1P)0wy@1N9l%ctd$K~`{GSYigcIKbG#6!RFKaxLsDM;ZqP%>A37vsq zrqWK$>&y^Q(=BKkA9pB@o(2tBe+Admgl+82!Iz_TLm=~&n5c|t>00`tH^NzQ^qAcS zdI_D9o_qAv{DJ{XB;k%U@e-ei0qB(&)EE4iJY9J~{g{2{^9FA55{P`2H0mPIs#8c+ z7Yf;(cQ_q#dus;MUGsYMgC0|h4SLr=rOR(3^b}_^KOMpMocapNUc}vQ_#wn@ik-?v z8n{=+R{9H;wqvi$gV}*%hT5x?)Iz)U+@6w-RYQ7hyYMWef)*cE6Fjt>P#P8kx2Cz6 zPHvkv`ga#Y6~2wGxEq^B$T#!aWs2(LM5XP#9PQffr%vW*Gi|=Bt}tu%E-8J-!z)w5 z1!jx$-KUvkBCcQ8{=rFFF)fG^=MOd7>*&fs3LoK*BjN%l4sNxTc-7%K4Q+$_V@%Z}E&8KATOQ!>PO*FNB-tao z*|V3&tSs%d^Amb?=i^D*C>x6z{0oJO->}l!Q^>x)l=53hN|$yFC+1_hKdOcFt1p87 zL}<5_DNur_weW^Mg3B`?2$XaU<~*U{XBfCJ%XMECC)J=q8 z+l=Gg+=UM40jX>6@|w7&G!oiz?b@?bpY=cGie_19WT+R@es~TLh`VL4jDML4IgOms zA1?c1`=*V?AJ8L5D2pCJeSz5**OMnVs9Q_d9p9UFpkn3*v{O^|XU^3FFPKvCG&}n` z;Rc+5@*~$L8lxW(>RJu@Qr?FeOxpK^Xt!Uv+A?6|A|PMBiOkltV}v?Pp1xFaUVIHM za`q~=ZD}W}ZlBT=8PQDR>eT&msMupnLpcAQF%z%v;lqc4TI-aDS9pCdILbKzf&k^$ zt^9M-nU9wsnx`aKg5yR8A`)}7Vo}=eIZM;AH#SPUk_Cph#;3eic`-tG-q2;oqrsji z*2(*}Lv~I<>+Ghvn}yqKqwLg@C1P8QV07Ujc=?Z&eNGC>^jnfQUC`**nDONN*{=KP zJ72I9_7rrxPtF=FOm`Nqz;RXUQ8)TOrXlu%qzZ@lOy+K(^JnJYUi8+rH45z7+$9b}rm81*s z#T(v=`rgX#;fKh^6HjgyX-rSksMvq_5*VCNuVAwYBPKQ-G ztvT!s*-Am;gy=jJD#U7ZPSDrL`$3;h3zPhYdHp+Sn#h+kP35=!BG+aa(&t!(H#%pj z#=JdrJOaThujrCPg;i36s@;7&>O0c9~y_>3UM2*t3cgsUoRFAH6`OYg4p!osaX@|7xnHh&}vH6 zW-u}yx=+FEYvgm|3jj>}k2aJ6+R1mpLv73V7~03!9RTS*r^56!uRYb}LifJT$<19D z+P8oIq$5AT*-1`@OFSamCDX$qc~05VNmtBo{V}HlO`1@~=}y~L-i;Oe^>&EOKf0c8 zCD@hJXGxj5ujf=q#3l-g4ap!jw`)aMWXx^G9PqNEvwTpe^VbCXl*h^3zbgraOpH68 z^-Ti<=a$UU{YkC6%r!!8!+gcq9-M|8)n*O`U#AEC2cEC<r&RquW_X z%*=tmtU@zLjJ)768`Ldzv|Zz|6sE`^Q%6+q&vv@afaJ+W5V0kz*#R1d@~3TI4-z$i zeGx=!GW2ymLLTw-k^$Rok4vi1wTIA*B9WOtMD+Q3F z8g0z+h%b>DGirL$qT~8X^##6ZHCZoDw;~zp070O_;d{l`0%&ctbtbJI_N%xsIl(vH zj-qC3!P-|-_s__+9W9mR)g`P!`pNRDUOGWOB=#-xZ7YP0VxJg7;*=c58FgbyMIwK@ zV7ri=gNom#{l24Zg}UmKjzUIKbQLRPSH=fD1;t!YQT+(!p~QLL@U}~xgQ3}S(qeN5 zIcb7*a(K1xZAcc)${t%oJ3(#p=5wS4uar)=v>TMj_D7W%kK07&zHXC)gtocG@txQniK0+ zkvZgxO`xaQIiK6e+L3lO+i%H%Y82}Fh~Z+%Jic-r4yj}N=f1dkuia)4sz~EkFlnBq z>e(;-MLJnp;<1pUz*t{r*sZC6%Iif@s7JJ{8xXA=snuwtE53|VPhU(`xb@V^lUn-b zIDL+X2K{mK1`=D_=Q)qI;U+7gtA9=j-C4w0HJ&AC_2LR7w&MEp7!-?#POslaM)OP( z8s>m2+CIy~9If$R6o`<8(}oaaH8AM6^wj_E1;N$yUTk4VPY_cV);W)>Uv9QpFSI$Q z{bG4 zFW*HTqS#x?H}$Q~3N| z9Re!3l)vXXJ98HX6=o|Lp0!A>mVfIh2|KLf^n4BDflJf<&_%g{XzmdblB{7fJ8uWl z!f=hCTXxieY7560rFtj|1hYlUOe+)hDhZy_-D2S1uU1p#D^<;`|px#_4H$%=F#{{{21tvI|v2f@A z`$?vR4D6jIPdJE`|G+r-6N0Q#TSWEGXUP^CLGA>dMrc|+g6rDr`ua_u_U#8z1}_f) zFO~^%f|^Xgc4_~|%Wp{e^5u(tiqC8I`;b9`;dbHVjFP{J7&yb_3(OyMJsnU0{__H|_K8CjZM)>cR3G6B4zawApFU96VuQmDd=eKu z^vabovx2s^He{WFP+d}1R<0G<_FJ_K2@sMpm@8`G#bG4P_F;5GG@{Exp$X?AW zzWlBv?u(T7dCG3<|623lyBFGE3Is~XXYSl&b~3=A4C-lHlx}P4x28b8hGx`9=$rys zfXDO_gx3e7I}u1?Vqz?rHm}xVV0{)tA>II~L2_NJSaPi>gHt-H(szj3I2UJfH;0EU z!^0shKzhDQ7Y(4awG{Y2q8w|y2m!5)&ndj}tO?f*PI!)?Ghekdgf|180h3aXl_k$d z&y+ZRL!9uKeqI+);OeD=f2|l<%0Z9-oR9<6ruQLWV{n{EE&+{x1rG<`d?W|({u~)S z;^1?B16W(eFipa^o)O<5m;%sw8}x9;u+xCa=GAt>mI<(J5H!C)C|_kk|A_Xw#zyH2 z=$tVs(R=CW=s>vH!vDvq@*hYu-~-0CzUoHqLIMC1VdoEp_{u@Qe}tBPCXBt_mBSkC zZs})rW#x21HAO=A(zWLAEf%?xuvwh5?9SD#FH*;hNUUt=J%~u7^Rca}>*t`E1Z!xBQ)?&i^ zAa|J}lL%dFR`XucQ_w)2`d2ZM615JyPNTb;1wAuhfRN)3zkdD4;MbX=0|o_VNy=FqYv000m~A9-{Tz(=I%6FQ%_*%-gtOPuV^fM| zXLuvl3=dggDiEi(bih)d*JoUy$?KR7xV;YZn<_Qt7;c7wI1h4P$PWH|7>WeTNG6W( zSN*)Ctfod7Wg-LxLJR-%pQcy;`5>G3;DUIK4`EU)axO~>VzKK4JGMZKZ}XNdKQh9W z!Lb2!dpV40L&)0Au;pJrhM|;6%=hI`GQ6s*wrSWUkOs3Ka%mWH-ZmbI3*W{+bz>6L z%Xhp%E(>yD@c1rtt%jtUW|ut9M|6NkP5*0mKzxD|wdG--0_@*-d3$?Xa+6-*3t@Z6 z8!WchL4{64#;C09gzqein;T)70oZ)j_H8gz%Sh=~IMK7H-&DKoSSivo2mLR<; zWwr>I*PkF9){#Gt2-@9GBGVDo4l|Kyd;H^lFV%C=dm$FtuzFGEKJmtOT$ujVUia{f z*x(T5rNQGvLx_jP60gI*52c_+C>lha82J4+l-%-S9=3KIM7aSa1w$K~LkTDp#bm4z z1R<_}&ow|Jp6`Tb5fZk4U1lkCd@&`~5P?~;38^xEadDJaP2|B{nrdnYZo;M`iu6A* zC{^w0#(}uYsibG=J=HySHlSemX&qot=; zj9b3Y?eT_tn6Z=U~0~s0ra2c>?hG;I{ zR!~!;K0XDnz3)F)5t!2?KtHH(l|GU?jpVUH*Lql=QI)ZKBacPZ-d(%or1c(I^p*Z; ziT0m`!#WN2RH~GZ&dKwY7(QkG^cDnHVg?vD>G6F}962~DATPbMr4(*d_2CR2=qV7M zZs1bc99WTdXiI}z*E6We7h%xE9<>|m!#v>hezn+5`%*U5;lnQy=GDAjrci+W_|TZj z5~o$b(j3Se-$9fe)R=#I59Xd-n!P1iXb4MxSKm^p$xXpwn(8s*%n3eIsut<%(7 zwqU6r{WuUzLTb*`WBLQ6>Rd`}vB%D`KzH;n%)_I&QIk*?nw^T{J-tep)d3x8De}v=;4uV8Jt3S-Gar~<*DQPhUVPX)6Y5pfcZtifIzQ@*~f!z}n zV=YPD0D2+Ym|NY+GWQt;=M415;!dYa4&jiAEp@_Mj3h{%AD|F@N^(OiOY*f;bV0lV z&>hSC*8UW5!jB=igMBs01f<&+P8tm`6~C97rjw;IH;)ru{hanab}HXd?~;iFK9I%K zw}c(Bd!7;eNwr;60Ka)DWogsxbyWQE6pmMO^CN z?-6_Os}x99EHz>g^yM;tN9kQmT{dR|ne;-$VZ=epd`w5S>kR~lCDjlozDFrilgPdc z@QW-VniN=2xf`76a7NW*tHTuFP^&&}mk<3M8MDL6Oqehrm*L{`N<4@Af)uzEdHl&d z!TQiZW)!qjgL)rm>jgb<-YCPWKfd^dcHy`xC3eI!CR*A~l+YgQ@8P2->bm{@^#eoW zse!qmR<*nS!2JY8A+_ccc-bhLygglLX=%ycK97UbK9g`re~Se&Jb_dQZkNX*GMnsh zg+ul_k37`3XXE5_LUI+NNj7U&?84~4?EN5#G1zEjymZTwpj-P{v(~TxDHIgtcTN<( zf|RKb1RN@uZJIKnEgQJ}5Rg!wI_ezq9OHIE+YgpEhd#mm_t9HZFeA%8VS)I~$Vrmi zIvq1*fKZT&a*jLDlZ1G$@$08+5Lv?-X+r9eKW=tPPVSHS&QjOYiylXi1ufv0 zem#|vo_%>(c3nkCkugR4kx=F!cOsfRc!pHRu7@X}JFhfXH>V?Fb|9E$=B8eqvK?-6 z)z;uJNp|)ToThI;3|nM`(MP6<-V84xnbjLM_=l<_blwc5!JF$ZWyWx$`spC7C+{Xi z|M4%yEofLxKO92=I9oFD&%+~>aqW66}&5o;@-AzS!)7>|&30wiU(A(PIpAZ*l zPL5Chg5fmum9uV9xA(k4{jLAzzOkE}kKgXV-JF=a7VtWIR1b!i_7XJT%=M1kaYwY` z)X#gx1RJZYXL9xz_ov{>gnf&+$t59S5-^97@Xf998hC1R`Wcw#@=T#DkePnI9-t_E zIhPT(iNyyPLY19C!Wy42O9p4~8n80hDiH4KAQiEGDvPM4B$hyzKGp_oLJyaA-uw`u zuxUJ4f$+h8=@;}RO0jtxG_&3Yb`w1jlgkx)GHbs*%K1e^o&w4$&@+5`;MW2`{;GY2 zV2a4Q>f8w#7%&pVy79;=(0Wx@#~_26NB88(ljzpNRi3@HIIoyX7>!Q**Vn_63Rsrf z5eX$wmY1*KM(%4@=ZN5;T*U!?iuB{n@=c6TnPF$X(W~$#BziGDUX*Yg9#;3Wu1+{DA=BKx(JP0i7gMcGwj1|Lie`k}EtRC_)J|jul@_jSU5Gm5@&l3G@%X z`54v2%nq>eMn9XkJdQsrZ^#xNT@s_HYew7h%1 zLn!OiHo~4|HXU9yqF@f%vh4N7ikdgf#T8&@&%!sKBSS~IIkmu~$b1aVZ<(w5IJ!Y)^-v;j77XUMhIuseup>h4fi zhsp1CKS3pi;`J>$JANT<6?E}AzFZinDBF@dppC_4tUrtOgVXWM$ONLSn`$xZB0%!R zPV~hRyt=SwUHEL??C=Q2t#CV1_Vv3C$qoflHlvpHY!1NY^FGsomAdbe%GUtivcz05 zed16nZKNX0ZB`b^L`?j|CI3d;o+B2O%ZCEFO1e>2j|!a&$OPj_^sLzUM!@GNA8dwp=2wKQyg$}?3LMqjBzS0{bd2!m(we(^9k9PGrf%jM%J zg2RmSjaQ3WrDns+*ATvoO|BVR^dGaidyLn$RFelQ%A?cuoQwQe!Y9nFw(1)81KgI8 zd5t}C^jsDQG{5qL&S3XCms7iWX&|(XS7LZu*f~eF0!yoxKpCgx$52>TZGKmB){y0& zxjbJ--Tpm$;w0(l{F-eVV{-8aSUG(V6+agWB8h>9RPasyj5Aeq$UUP~cB^FeM2FqF zuak8{{E65&&lE^n9;(5Yuly;wZ3k@=JC21bTWHHtv9gnD`l0^jVoCn#u{PBB;d`zbE84WFTVPfAxe| z-xlQbX^JFp`MGKL$t;btO-T`R@jGAc2|Nl~{m0Npe`h@#_L7HqAg0N=a#+-^F~$+G zXuBUg%P)ZDW}aKyJS;U0Ps{QR9e46Gm0~>XP~MELViv-(;5|L*KP;pXOiT+OBfcEY zQlt#Vudk}mm)cTSg`3TP8Hzj8onqG8@yQ1boJDP94eu7xr@V@n-jJ zh`$oV&PSarc8WsjyTy0Iz)Z+LF)}g|LT###qmbc1S-%1uqByJ99d!XnCOp<3P3!~y z>JfZEKE!BMqRRURoTt1cT)&lazyax;JdH2?PbjOrQ$%2$>#8wxN~b+LJ_we`7tLel zy*OdH%XJ}m>9L+p>OmoO&F69t4$(rA`f_&NxsRh5gBlWv+sZD(YCZ=z0*+(4T!-UY z52k8|U8K^?RO8n$vgQIvM62xe>i$cZ9xFLDHlZmoV!}6Qq1?T!vrOtu%5yI?trZ z<6@z5K0$>{7=h)dekZ(91}(FCAD^)Mn9OMapK})%%Y~nLsdhLNEGFl`t$3f=UC65FJ~q)ia0$)e^3DJGWGa`4KL{^WOz>-+!toyZ+{l(mNtm z9@RAF>K{2#8T^)6l#f2zbNO8zB(yHL%%aTqn`jg#t#7=s-pO3^`og$tkZV+vsK(40 z>RynucpgfXnLWP;7Ab`6U?@|*Nj?tkzyJQoQoib_Q%5geqoN611SbO;ky+&RxeG}5 zD!zq7RrTXbMB9TulW@C`Ix$H_P~I&oi+-{<@9EJ$hKVh6U>T0BhVXjGWlJuAJd9Ee zkoEq+*-`a9o!72kcbl0_m@h~sh;02)<=nX)hwQ!1rpsNWz9)(!rWF_8-@ht4fSrQ_ zRo+iz1xH{I7L#5`a;rSGPx1%aVU4#?18FeTEKP8|G$b`|%!N-+t; z;hGKrZu0=L%BM0>V={`HnbQA6i^tpq=Unq=6<2yuV|X0IBdbIZ^g<4W!4IALhmP<} z0i6ADA=GVIrZZESwj=}L%~($8=+RvGkdlnyVRS8G5oF!+OFA#7GvD)+ql&~itrEwr zY&cA?G5RXz5pCR4v4cswu&nf$mK?t*;ybp2E&fqb-Q2Ad4Wij0?#**NEa_wnXUuYV71XF(<64|}pw#EgLEe=hR->afuud)loKG$(S9ejiH zCsoC&bnL0=4WE;)xH|R!pJhWqap~mn(9K)7?!5bHw!N{!?dES_N0Y_Ma6&?Apm&Of zoe0Dy{7(G1O>RiSj`6X5X9{oTNp-h9eY zPf{?2EcF^zMCYRRHXv&C+s1p|K&+`>bT1PVNFAS%p6EX?(pHfG-L>+&8vBP**VG>G z!514VGzhCpk7cA9?#mFdlQ_O*S9KUMI6aX8x7J_pgRn*rV^HUeXf*FyL6z3Yl)w+* zt>mPlqK7L+lfK;Q5=gCi@{A7Qe=uP3V{!c=J^7=Yp(Qr+*&gjYy`y)Y`|xkP8a}jO z?6c*s3&LvYVAlHz$+~Ss6}Ti#-X?+|QD1h#SR47=c-kdQ2D-l!%m%^?V|$?|PdxvG zp7P>=Yb4afYVb_q({lEWg1%=~K~fIfO`Z82^lt z0(jmqaGt4}vyv4$-K^mA$eKdh10XQ!)J(Duwt3#&5h6>{>UJ9+vOp70^lM*bY0v$W z-hqoF^d8IDdLGL_N_>L^R*%o|Oks)U-SVeB?zQ}~Zc-zn)9&#dV5H@32=!?~caazS zP4);kJ+fD$7rjHp4lc!E5B;vh{mB(i=3LW|G*w9k?|PPk0MTjq=Fq1&fC(Ii+u7$J zR+d{gc{26yt_5ouX7{JMb_d3(ABND%V;u6D)yn&=HCOe=K;4gEmX<(cf#(GJ@Y^~* zuBEw0!FMcR*~phE6TC{TiF{H88M$6D(wL)1f8lBp7*x>;iqJAsi8YIqkTn)W z70(_rrJ9=BTzXJVSy^9hoh-N(`A^K=!~-t|;+8O12~nzOkq-7e?YFHLd8WWIDCAKG z6biud(DBLkj7{f)W*RsGran{i_CmeY{nxRIcpRdfRL7wVQc zZU7Z+q+HugFS_3ZT^zk)%tRzIZRo2@#yu21YfvH$L<99oVuk^?MU^+&9#31i#Yy8k z9;HZuc{ruFa{$$$@!(C{OR;|C1SVSNJM+T=%-!hiGRxltJ=TZvxC{aM7>q+rqrHm< zj+Kv{)i`dL|3KbX=`))>`M4De13LBYVf}S|$f;LJ2zgIeI&-}jKH87$2`a~hv{lCa zJPmdhrb7PP20&Ws2W!4^XBU#c^5sXRr0@6mpO^lq?q{z!L1w zu+`R3)mu5O8OCilzBsT814u39S2?#_E`wIjzb_wx0|y5OlZq^~5PEe&32mv~!$LwN zfUHZ^aKNrYKj8Og+%M=^zbMKgi4z8_Gi>A`W|$SVtdo5Goo5OSFt=iu!p0LZMuJJ5 zPQDKMp|*C))Cp-!x{V~?+{^!>!Ek(&zT?KFO;MK!#K~*-o;{<5JDmLerFf+l@813^ zm{IIdLLaNaCGyYaMlob`womGU!S$;58!>oz|C>r|()(+i+&HX(-{58r9Yc}SCZ<1C z{nO&z!`iK!0l{cb-2Tr+bjcmUPDqXavry_~HR72Xd>J~ch;7OEZ~zDw_MiEl%X60q zMW!ie?!yB7a4_{-e8FG4^ci{0*4o4M#GmdK^nqJW*`@xv$<@lPG%o$I16a^7D{L2v zJMMzuEL^dJ#D(3Qiw0uIB(hAvJ~rzN)YrX=iPi_mxe>^-01D;#9nib+DfWk5eO@i_+%F42j9bUt*Uzn|JF0Wi^Q+bf zq1HOFWXL$bJxbN?6};Z>`iB(=tu~?%Oa8w7uPe!V1f5dV8e=GB3PqGUf84ca&+7=3 z3pP8bwUtqEia z*d8S*`?`g3!66N&SnmuDo0LR&SS2MTgi&^gJAN!;7d5IN<(6;CqJA)qJilZXd^gLF zL_@Uq^}rAWwxep?Q92Pg^3)*mAtJhj9`tJhNPym4OXXSEL#YSmsyPG|lvBJpku$L;~&pt;+PfR*_lc|wO4O(3(Q*(g8 z3UdkH4cjCDZf;5R7T&d+R9C;Rt={tEI~2l)!oy%2j*oN~<%%2Q4YEJ41vbcQqSc^R zsu3eQ-jFu*xY}F;X0^6`2MqHHpVE@kaoFW8kis>3{!wGy!S_|p`H0lzq3iK8uQq>_ zIe7345~mOmRB8h{0XKl4K0|v0X~L(+)|*zAv5XP+J8iSb56xmy<{V@9xgq3(z;dkg zbCpl@{&^r3V*~n2!-Or!v5t;_ocmWThD;Y%b|)6vlLa}9UPy?GCuk7HxLL(sXo^o{ zpbGY&LFP6_nR4(+mcuO2cJ5DvHe~PXeLOBknQ0!&C?tV4dV$1)bP23b6>t-gVM0bu z2#wMfN4IOYCEwqb&gFzltDd?cSe>K9{4lnr_9vu@!XVsMOnhN5FlT3H$2rxk8_NCZ zOzvyv=d8w>V-bP85~q-bTi`|EuetmsS`)qUtJKAM!|8Fq&9l^82Jmo3*y*WzI73O= z;58)jgrFUXc#sK*uRyOZ9UJUrH`!u<*QDa-@X%1%x_N6C0!o~B#JIBU!>(QR;kQ zyzPL`i`kK;`WfM;s)ras6v)5#k?dn@pveEcrwdg&2o?6TnUrIAgr%-<3Z+@%N-4VTTCp2q zzjuR6D#hx@%zx$;K&7pFxW_a3QaO-gy$a|@wPKf=K7=%^!)-#@ur_(Z-F_|p9@HUG zDd|!1;T&6m6xm`1Xd$p&eS)K!#5(a65DRdgG0M28CpI>q5tKz_ISZGRgC$uWvFHya z(yu@2S-RK!asOlt6NH{KJF8!LDsiNOg8KFwN}N@@85tWD?B3ojN8ODL+ZxS5!vJNW z^9;;tHH^tt5?LuXly;%I(2pRzlRm9Sj}}mI>}u83t5+HF)C2^ctP@;n= zB#wBr7%ZtH3^$*9eT&6)$}DAHPZ;-7ZseI6#v+>rotnS^Cug7dyJ3SW5nRjyHk2dnKXqhY67bbEC1e{n-2k-gC4mh5FcZD!-^b} zQWv7VhatB9nMxd>IF-YHs~{Ca`S}wyt8#r0&K281Ib{b22l#AK|M*0;C-DuoE-0FS zDST0EV`~sTkx)X<;x$n*s?I9uC zMZ)uj7g0o!#YtI9fiRw2L=)-U=VyJr$IppY9w7jJp&jEJ@{X8|t|3Y}3?um(ZB2DG zGCN{a$eJ97vn-FI3*CtzH%-)Zz-XsEt*l z-mW)4p!4{oPKlF#aFsHnwgffNg71=j7uB^{OOV7pnqL79MB`~M_!S+M`L6O#u>I9y zX9KY$k`Jn;Pn{)j&p<{nmo2vJj!rV=Ae5h;Q8^KoIvnb&o~f9_XWnq3d$qjdrH1S%p*3|{yNfSwL~EzUiZ??t93tJob$bh zAUf&+@kH^LH?N_|ORQmZe-QqC0gP^|OygQ0ra}1oaqMRKUFuOa-s@R0zR+bjXp=c` z>tX-qzNC=UY~WKCj%Q5eS~tCWn8W8;!8d-{-ke^h8BWbcGNy;{9$AXII89oPQ}uNL zj}elt=dSSv;N&?&o{W6Ge#2iIUda$wel2}Jp`Q9@gRy0XD`fL0FmSN(yvQ9R_+D=j z@JJ*Q=s!SHAs-me85J zKmDz^6<$j(@~;_lXr*F7y%#F;o#*^$xqZ3xNhYG)FL2DNIidk(aZEZIh#SK#*RK}ix3I?{R@E% z_TnNCksuv|tEfBN>f;(4z?W;EdqkQ+?lh6RE?G@J)J7-j;HmLvF33DV?VQ&hiSsle zuj@#c-y|VU^6I2{rAoAxb6$7hBUk92J?Yfr5Hp?d>(?)=#+g6ioKKIMlO+x5Fi0Bi zkImUqx6ywXO|EPivbd#jv=^YslYsX5^wLarV;SzqGny^)!0`aEOk$#nSki- z*!VD8lqeBU*aBt*b*|L%<3B$+1^E>?NP3HJ@Pqa7vcV9A!fl|H9@}&+4~vTveJH^5 zNT0X;?nkkW*&<`Gq!BYI1Hb?Cg(Ca8jS8R7iz0FS1nKPTAGoG|bK_A!en7d~(EK7u z0yhAyA8Hz!R5Wy1fBH>yQ_ye%uQmX*D&2k}H+ zRYw~SR#R3HJVl4q{LhEvT|He$to&3mGJm}Q|36+q9&bu=b!ReBe{jiD%3kwRf+Ohumn1BGkD8CTvpTA{w z`Ojnc55E}Rj`;b!##Qyy};(LhxkH5uZ;(VfiKab>Y<>+kdPDQK%T}NMA;<^y`U&qxI_nNrAI)DCO g*~Jd`^sj5_L9%iu{dpyc7Zl;6VrM_4sX+CA0nU~uPXGV_ literal 0 HcmV?d00001 diff --git a/lag/report/basic_geometry.png b/lag/report/basic_geometry.png new file mode 100644 index 0000000000000000000000000000000000000000..186c23c4b1d41df3621a32d07a28471b92119991 GIT binary patch literal 21153 zcmZU51yogEu=f=Kr5mJCDM7lVML?vxOS&)JrL-UoBCR0Z-6cwQcXvxS-@fSoy|>n< zON4v&*=J_<%y07WNlr!#4VefT0)e23zY|e_K;YORkOw~>BZ5!PvlSD-e~9{$Vj_?` z*xzprS<&DVB%62Y_7DgP4(#6pNJ7#R@Zlo|acR*<3y(1nUa=e^#iW9d2pvS#9E7c{ ztc;)z5MetbJqII03THD1QwlM0X*t!8=mZc51w>p#NXcbtXV%#Pca-eW!G2|@4xndurKrX5W|cyw2W)#yQ~JXzg|{Ry+#+*|TS9OHzG|6yO^~BJkz^ ze%1f>6nyaieN9s!GkyE{{6R8rYTND2?gXibh=>wN=a2OiN#B+QB%uzG?k|a$IKu=! z@Abzqv9RQApNbi-phG@P?gS+B@;>Lel%=FHo8*Aq<^k7BY~ADcMh^k zZMR){hg%mI6ciLJ_RaNjQ}{93&GNppB_|atYdwqki1DxAqGciAa&~q!U}3}I`^MNV ze7?$PlYnv_+d$s96zY=$q`F|(26VsukZ>Tn^SG2Wsx22six5L^Z}SS|SDv*jtgIdb z*@Ln>jDSbF;L^PTK;X+Xt7(gB=b|2A&74ufjR{-Ax8Y=cjL(6T($-Qxoxr#Foz1zU z(8XSSFZlcx!{g3VSL!Qf_umD?rjT!r+m6|a>s2IGJsk%>3$=^%dcKD4aKfG-aqGGg z!@wZz8>dr?>f1u!j&JUWnBsMbiO*>Hd++`U3yT#=_4UV3cu$i_$oU_rho{PM@33bGs~%@`}Wvmf)YmA%mq~I&!oxYoG?4AwU9H0T_3Y+Tvh=DANGswc(0WIkbUH z!f5Y%o9S`$pXGl2!GbaJm(L9-HI z3)!gaNX^GSNcQWMz6xf&_I1Y&FiScB0q6<>za&#!a?v)1{qZ`~y) zEW5O-%G72eA~4a@2XWAdOW|NgmJ%c;XjiLyciXfylG9c^jpqub2}X3-=6oa^=+(?f z4dWKi^iZ)Yxwp61Prx%%ula-QL@!L4zOJBKC2MyjPrv+m*4=~qXH?ao*y~2li46-2 z3or9J^m~o&?_h%WtToF$@o&RDjtzk#xRxT(DNB4%A@1LUZT)j$;(3;(aaqvq&Dm3d zMz6+70?~(=vfiZ9iBO|B9H7jDkJ%v+QP_Tr+A_;?4XhVaIvK16doz`$0~BGiGJuTm z=$Xwgx3`_=$HQb7M6wSdQIzcmi-K>mP>ibnZSZ<*=rO^3e}Di)#WLF zvz+k#?MLBBrQAFzZ*$6jPG6zx8xTK#rPi+a8eA*HV1GU4l2E8ED^zsWJ${PpkLKky zUgEH6k9u!Sa)<4u1m1UsQVAnCbjrq!l~t3t@5GUQO_UHve92rigIW3bBO(e5KI#3r z;UkU|M97X40yd5?v;Hp(=0wpHWY}SkEdx#MwZvyJ9e^fr4=+SU?-}8UK78{gOmDK( z#FYmeQU~E-do7m`vmRi4z!bV(7uvZJcC@~&KT}=72g8Gv%hwML3(nYG?YL-h$2_W7 zi1=+5Ui0>(@P}mifelDj&oyK&Q!X)*6G}1g!JDx?4UN(=oc?&TXQ}yFaIck@MzP{xhy+>mD)qEP|RU1aj}*3^Cw*~1MH^Ncc9!5mruD!rOZ6^ zd2g4UO!=U3rwB!n`;=1YD1-9AvUVZSZQ5;k1D}UWX_5|F(smWdB zADLfT2EGg0euAN}oz=GorT8V+$HRN*v33vDarU+A)lh^3u6q>U!cHEI9WwAuh@>sd zbNc%q_GUpzN*M4A!>*mtC&l}aQ?VaoXw|C`s}?E+_Gb1t^X4fxkLD@sF}r-%Yt`oS z1PkH$I)z#=SQAB$w;bUK82NT>G%I)>?$;lY@i^-=E4~9u?BYDjD84d#dszgkto0eQ zyS*Pw6Q5{mB9(m#jHpxlau;a!SN0qlCAzX!D@8?57PsTKNqmHz!{F{;ua`9VAz2wHmb^K7V`N zJn09H>WQfq{VTP=9K|{wj+D0d2O@9YJki(JchvybBnZZ(^5f!y@tB%>8F0kHIeljf z9kL64F9jrW(La0MnuxOxxMLZpR&hChpjC|-&>d&d3{`zKGG>YYXFc^~aWhA3cS_79 z7`9hq8XN7atoK6&(@2!mV>Y=BRcG2Tg98Y$Y6dVw|C?>{4@w5N6CSvRx&E9}I%R5o zgXdV-cAv8n0E(|f5p1TTppS9$M>9uo{F(bEWSf*80EF

W49DubS{&Pm7|lQ{bg z7i$7Pe!%~60H6U#lW{o477?}bQ`mILE}4vZCpo+@>s)0M2ApGXxDaI~ZxeeAyKVID0(r-zKQNzQ(-?{%FJjulNU4GrE2){bsv4f7z*!QQ^EjNNym-+fQ=v+me{d$- zHdUc_a5!{i2SAK2W##wf211LUKT2vKEfHX*>_udP2BL7_?JsVaLV*p$@cbs=nb+xGuDZ0#e+=BB_zwJpV15qTFn)n8RZL|bC^^0r|F_-)v~R2Ud0GQlH+^)>)geZ12)OCpL{ z^r^VW^w-zWg}fr7=6S*RWDuPJaU{qMH(ap*#3Xg9`@g_WUyQRRc!);6vav0f64KgvwsHxS#qto-O@pZ~)-?=4u)&{j?+Z_tYMv@P6ow zc7F{(-;Es6mtd^OI}t@4M13&aI$BE{Y`Qb7uHhC$r{)+XAor>!TJIArhEWgfbh(#{ z=DTP}F9OjFy*P6HQJ)i|A&5zj&x^Y{6V>X70=~3liIhkT$p;CX zgnw%4(NWjLE;1!`!26XBhW`ix=fY@c#_qNN5bpjafUb_E1f@!}$dwVRYrWP>b^DiP z|0qZo@_ki*HaCqx^e8%V(f{t+1f8Ii@-L8YY)~QSbPVa+wti)qFFgb#!*)W%APWx) z^2CH+r=Ba*h-H3Ke{ecI9r-0wFYumeK3AXjKl9Z|mETPC;~Ivn~Uf^Nfpy z1>~sgjHnz(YZV{k#i72BzqBoZoN`XO- z=ExY~ztv&D;hXeHW~=@28D5>q_W)=eE;>-`R4y@0*1{5Oah_ws<|!3iaaxO=6E(YZbpX2x$;f7P$ya}tXL-xfFUd_ zo_|IZO_CYcIiJ*nbYS`~gR#*T@x9M@93`526Y-MFiy^EL*;x%A989$%w&5RbGlK{>Tgfyvod6hnXg z!gO)@@!e_nIZTu3q+J3tX*Z`F8Pn1UT6%jol&(IbTK6P!p^1fwl(2mY%4XM#Rg?$W z+!KLoF&I!$N7uFP#!AqSY_aESC}RK!ycYywy|Cg4EIC`N_X9!DD-JQVI5FV85Q*qm z{~q&^q*HFgx&5R*rF0O}T`8nM}KY@G| z{-8_S4%A;5*Po2FV~VzS*MLMwirN{Ks64UzIq*{t(Q3v(Z9v4~_}OEhbd{LU+>XFQB zj=1#6Z(#V(7#S1p2}A+}iUE9)NyY~09DJSjq8yAw|DQfZO@)sNI8*LdJ=h<>6$ASW zW%Mp=Cob7&<|!lPDf{cSR@z1|-z$Ly0#E{HsAf=F%VOoEub)`>+^;Zz9*9JC1rZSj zUj=R)X>subr!%vzD4sq|@`c5!9|N?C%!UhsK5g!gkZ_Ptf&iBa{t-ePu4J6o=ZT3k zJ=PlD85K+^wTdl5bZlx+q6v03l?djVPx3q6HAqfKZ!=c3`}=&kL6EG_`UR5Pod3Zw z0c-CM6$BdG_BwAsT!t=NAIBek5RA7x@lR?P9J*eUkBNF2I#xLYr!q4y^;f%CU?Dy) z0M}p~bY#YysHpOd=`#xGJi1MGvVxgEEm5(Xqc+fX*d9tG2k6q`cqI9)X`&2^o38!e zomBF$@k2hyr*pPg;{SIz8KZ3mYdxm4xMBQmT|KywNm_&~EG0W4FmQP~ZUF)uHsks= z8*XQ}TEs`_<-b9sIr-`DxsC&^_)Nx60)>Y8C%`m5Rq$TpasG;qiN_78);Sf8i>n>z zU81PR@t`>fluQ0yw%!=P82H|b9H_EU3BzW-gS|S@kehFOjpJfF$llMQJ<*QJElF<2rZ^aHD z$S|p3wXg}49DGw-N(ce3T*3(5TyPLoE694s)a`{T`0Our&J}GKl{`geafc6UtXrHW^dx+>cRa zd{f2lG`uoKM51>2M6kK58NC73XY$!7v{>`QVw zIBAI8<^=ZoA)lQgG$P6JajDu4owfB-j;D({jykk3;8Ys%_akY&zF=A-G*?jcv|W?( z9a8AJxjFl^`+(wk>k<}u5yq~-{bD4BAu(y269jz%SC-UKQ4-f*qjbG$=1?I~ zQK&8LVY6Wi2>&hhIGvQN2>_lSL5O*|6+<=dxUj>mhq6V#Bu|PuuS0_7UaI2XsewJj zF{#pThNs+KZtEz&Mua>@b!hTBHtk}oe|0a;YX5|OL2Lg~qiDM%kNr7*@1A(YG;;pg z8Ux1YoB6r9+>!J1IubGAdm_U?>}1rPB05>B3JPWB6%U59`k6inUS>#|DN~9^8Qo1< zR-$A9AJH1(0|V#a^o94NUtXFak*7{$6bu!NUoC<-lFIgHgLTtr!{t8tXg;^i0^)kw z(`R&)tl~?oY{&4RqRnC|M=~_jMZrINwSNYjFnfaL`C6g|NLmTj$p;NfKMCG>>|QW6 z29X!ruUCvwN1yDUT<_uLzOI^wvdg@CR{$*&59YhAeb8}vMI9|f zr#p9~k*Cs9cX^UmQ?Fjutn2deUL90j;cKdEzJIe8J?Nxg=vMsg`h>-$5AE?<^^)wRU)s%yUKL}jtCGvj1P5Y5Bt7$znAHmpzL3E(*@vk;v=1L_uEA zGMQ1Dn82CAe7|od%#T;Iv$2R}lZ+%h z4(al*KU{^%BBr6Sa0P)z)vc|`Y3l0XvXiy-{79WM z%~h#$P!O4*Oum@X;}myBoB11WCwu#DcB0{tKYu#4Za=_uI@<+P)L*-hLs zrbxT)FdmN{{n%(9rV*HU#19@Uh3>eT?Koxdy?nW`5=C`|xOMUt%^fsi!0l>}(HL+r zIw&67mFX}IySUK}>3Womg(>HupS=IK14@Ag!af|OU%+LXyIbxslWwE7*}ymBkoBHP zj--ZrQ&f7%ZYsC;n8LTI>8nDX%7J<^qbM<+GF#vH_%c*$CRKh10C>AtC*!xMm6aSe z$Gf1W!<`G5uv^ZItky9hdk#k}+uoex8)nYhWjDzF zuFamRFRFPP`)yb^EF4Ogjcmfwk;3on-C(Z#1|z+ssa7)X_qN+v*flE;kG_FQ@x}2( zhNNPiDZ6>$G6?Zrli*7I?xXi?-h!=dW%N4UNuvll{k7eHW87VbB{vwkY;^zmSB>Apd zo&TzAu{C{7DzWm$Ge!9xaYO}f_M={W;@q`Inl}FVL)Ojms^PMo`nP}Uyv5tT3)hfI zeH@hS^X}NA+MMAG)3UoBY*1zbj@u|II@-69+r!%O@DBs?OylvyS*pthan&zLZ{-=g zg`zi_7BAcx6RzgBrz&ozfP1cQXOn{2U`F%T&X71`B1Jqd87umjn`tZj>pwS1AGo*g zzQ!9D<92CCe*8E$UZg9FR)5#;<@<>aB-74F z?f)dUXt?JErM{`4IrZdR)}D?{%o#;7n8)Z7jb@%5o3UVqa57i!0T- zcE1dusp9!C`7Lf%h64e=t;UG0{PJT5GYbuT{?5E2xe)e2vC+HOvq?i25;z}veOS&@})xnq9{8l=9xo=$C z@Nie6Ejcy)XC%ti|2-upjy9wEO4U_=ejP`Sify3(c}el<-9m!QnZZAT<1$Mj{y=tgl4CEXw$9Udt=X^n5Sa#BE&vpo0wNr zRhy5T)?%Ohk0rTxRChQ;Oea>U!Hy_5b#N9HJRC7j zB%3{P;HatR)lWZrX)Rf;mviP85`o}tlBl| z_Fe9De|g!yU+`M_3|e5`_aYxT%QBou_v}xaSDaWyepo22Vt)hxu3UVDwaWqB^Uc0tAD7fG@*1zqe|3Dp!sDu4Iw$8K z=)I|RDrj=LJSN>26&?M&98dGCD_$y!@)Qow;>Fo#A>MFGr&;@Ji7Z6|sOV*Nx3ycY zrL$r2G~di`c3%X6&3I(*JZ%Mz0-X8^br*kzLS)uSMrrqK#R6*&P?x{!l2d77)MY8ngQ`sI)=+d>`B>Z@AECg+R2 zx+^_XSyqdbbGKbV$3)?lDP;l7!cZD$RKxPd9~+Ti~VO^tQu`sh}X)aP3<5 zir}~DV`Yy%1>J`F`h3!&XtEzP{HOTxkvY6b|+%>G3(pMxr+8fI=RR#zYRcHA zs+#9RAk^I#_Nlr2_)RwwmT( z>Hk_!jau>h;IcYLCla*gzhL+bR(yW`_Op*f>_yR;G_^A<4`wszb2P5%>-isJ6$!JL z7r+PY9@mWI1gt}aiub3P()Cs9l1lF8*EJcpst$AF+iS{PH?=G^~ohLNgNc zV%gT@Xl*%JrAT1rCR)}jh>*`^H0|TVCY_~@MZ-87UQHHdg|GcGs0B}>GrA2I*SL8s zTKTvtsgY5h8BQCr#w%G}Z(hV#QdY$>C~t$Ge?Y7B&KP*fZYJa;o}x*~G!py(PT#Q> z*UHIXalWyHe$RTU&Uqy+j3gL%S6GPHmvVE|ac@b{%kZKRCmGJuOh+?io1@3c_QZD) z*Ak(Pt9Ud==K4*I{O|Xigx#C9&ACcjgAb9PfI?Vd3opA!A2vJ=7!N^%LNm3hK>lCW zK636x8;U}(M_TIghsoDzk8hf%$Zq%G0GWn_KM58Q7$P|fb;xC|2F=&T{N|oG{dCkQ z?J=9MzW*+7=Wwm2f4}k@$+eCw;bhm{BSMN2@=s4pgM!HmILXrAq6I3Lbvh>AVc_D6 zpeEqbspv7T3(#MMeOZpGkTQ=n<{gA1axb8~tY z+7Q`;P6@N-#oq3iVE#<6cNk!IJ#k-z%Z-w+zU_Y)vC&R?gL$urx1OZjrlGVRKkQy)u!q}DyJ<8}l8dfjWC_FKW!QES0UaH?8#Ar~Fmm&bm#acidiRMa|B!RSmZBW+V5~SBX_J z)`|ADG=sQFgsN-cJ2|M~AB9g@7WZ?si0MTmKOdOU{n?ANM7iJLzJHusjLf{4RU>#R zQQC5|-@n6!%ew~MO@2V@DY>T-+rlkAauI#Ux&g@%MZnDehn_Oq@T({3g`k+;@s>dzDPU2ckRq&e7Tv9(Ld?_#O4G>#g1jYjhd=lsbbE?-XS(_L&x zK9{CZUCxe4&O)v(GP-rRjr_=2@05zPJZcHPy~&F#YEw~pmQ28V{}@hNeWvsC74J(I$>!6dmijy68f=2{8`d`;N>AMujb!<8 zO)28K8qW6`RXx77##XEv$Pzx6Hc?f%+hQ8=R~5VIaQc|Y{p2ewuU)}`$H8X^?y@k0 zFGwULWxwkwBWQFNW&(|jJzEdYoR^EI`KfbF!to3co0Z|shu$?7MPHYlDk(=ZF{s12 z5nR4|RIPA5pYiTBV~bzozBxz{%KJ!pk*O@E!(Y3X7{~N*>jSj4it8*^dr@?chgwkp zA0uN(G>WqEd?}AvcixLv&V1+>?Pwm&>M;+|WfDAU%!iLrENP9D98k+BP%b!p)i`a+ z9%9rTRvRDl1A~s?#;T^g{4iv%8u>N$vw$RZFWMUaPR19d0#zM*ZFh2>5?R4{kaw@u zHT(CW$7K>xFRO0iWkQRz(KBJ^Xl~c$a+tTWaQz_KdaA%f+E|t98bVCs=_eXi9zsoS zI}_F>kk^~){?m-Z!tf*OnbyU z^V(m;GNMk>rf1$NbD;?aSE^SH-nvsScGOAd=0tR%Ogq*$L?(PeEXq&(&g{J9*GtN~ zRJUPji7WbbLO28CA=+Rxhz&MIUOeEkR_WMW_9aYF^XMioQD!u1_zr5(pdk+&uaHe~ zA%$)Ma01Vt3Gh2@4vo+eg=*+()Xt>1wYhhv)p$0kHI+?&jE>vdVzBY;5k}6PJ<#fo zbGIaAFKNaI|yFSaN zd_)vL3}$ZKu$}gHd_Li*HXAB{LVL|jKy!09tn=gI%I)b)#kkj>jrDxY+v#xSoH+%a zj^Sg#VgPX4$iu%rbr(BY$f_0mys=K)fy1BKx;{9iizNi(Jp&ote6+YSy%H7`8ZoKf zxARp~72D+%8WjlyF4)=CR|mpUeLa4OY*r2R5tTMi1CBR7D(`eg!ThS*PtcR4?Mtx= zLLo?LyxXngwANyI#8=-y2*(=x;N1L-neXnJtIsnBSvhy4soZfp%&Dke!5&8z4$nC% z=88m^8w>vHba~4uqjqtjHm~KV={FOmFE2q|WCa-v!?^5LxctbvTB!@AB^oH-RFO)( zt!2|SV^#kp5!f6_#$(5@p>&fU!G^#a zX#MYWBgCoh+59da-w>Gfc;&EH-#l1k2zG?Oy?tjkg?mM)4+Dv8*tAuwD&y;-Gy8+o zY-bh_wXs{(jz${4T+EDmT@(nm-E05-;*(Zyw`4d1ip~cGGuv!!^IWDm_kCg#?xg|q zsSH~@D4pvQW7vMQ$Vl7)B?j|-7Djs{>IHCb!{^|W8QGhpC06NXV2Oc<>^m^-Rc=~B z=o7K|`kVYuL%a6BGl#v_W&f2GMC=Y5D4h6U)w{uEJTPw^OGou;1hfX<6rHtxc;Frx z6;<@%SumYqsz78(naLerRI-c+)q_U}ICva=QeX@P3?S1f^9172C%nNVyV#J(k{lc> z;N5i5Un=i{h1f9Vye_4lokk7$T~c8#!t(Ix)Aka}$+C;ddV}`7=W8%@bJ!Mk_-7qj?SfF9m?1$t@R`CJ^ogG+tszrMOE(Z&u zvRhY_;%=tBjPX*`up%UvbyLH`rn@<8mAtO+PJ4T18$(6{0q8dr``%XSzt(#1>YTSm zWR}y?%-c#@KV?%KyESAw@6YKLYE~77&<1DHT+D*Xl~PP^!YCFn0}`kSvx^>>7FBEV zGSx|h(N0T4S8unib`e!mD7Z zlCDMu-^6qpViR*guQk=wCOV56FLUGQ!-QbN3MoiwX+7gy2mow;@68UP7o5RE;^WP) zFSonF6gXE5Q&G1WPKJVBgCl*xj&+mvXOBgH4M9M8hdfim@ld!d|49sV71aE+98o=1 zKxY+rR>B5%S$or=221=9Vql5dI%P;0ghL*SOTU{?hqgnBoH((#^>-#p*dXu0oz~Td zuVB$qh}TVKn$vD8deMbp1s!Z0YN4ghK2cgN?_|8f6svT7+WO8VmQ-5g!tr3Cr31#q zc&+1hZS|!Z>~<8;`E2nS8!#myr?f14aX)VsHv6HxoMiteDmfX4NncX+;*ROFE{q19 zqRp{_>4eqpxU*qXcE;4CXrR!b9rJe-j|6G~hD$E&&^|x;^RQ zJvb&#R^Wot`21keK3L+b9*BJVE>9AJVS{me@18)0hCS^PT$tR`_zOX~s772y27RjB zY?%JJSXk1{f=LKI0}%;6zEi12g*gEjg%WU8*cRA4aYG~L#=hI(Drbplf+xs#oav% zI^WnJZD_dC((cK}lPoixEuSvT>$Kw%=?vm(pS51Dbnm-P8+$gMnX&t^-d_NF%GR^Z zhJI{)+t#c1^28p+|QsX#(St#7m#FI4fj<jl^_%A?L7z|N8qgcpQ+zow; z0op!Kxb0A2dA*yOhlj_8@5i-?5(6yPiW0S#bjdPVo=NStpfOAh4u$k|)_LBs$15DD z`wy79YYKs0ze6^+edbfx3;}G9fs^g=hu}}q{N3E{bkz+Ro++8hMWs&BxWoRO=gHP+ zUfsMd|8Eed55Y!90>X?SkioAf6Y;BW-|Z(1e1r+h0u!7tr9~ ztGx`@@=pwcyv7xc9yC>&ze{lE0BS zOiB);=OuL}6P>C6hX2nsCHFe*NyEt)!eTXeQ1+9LrBi0)fAt6ra=bOVotIRJ@%VAI z?di^>hUe9(w*0_;W0MGPRzD#)f7bhXPtE~Th5PZ>-%`FNx~^|(CfS@n8wFy=LV;AA z_hxD$9?jovq=yT5+7uU4JYEBuo@zGVcyk6Ws}_4F{`Ro*{=^BGG+P0)i#7JsJRF;3 zkO|A+rwNpc11V+lopFk}d?m|YP!B@{J?A_u&$5}el@7#}x(uVFsG|)f$Sr;stC+Zj zX&%ncerm%+iom;VnJ^OXCU%PLG>pn03{LNK%1)J{nK0r~dD}=G-ASo_Lq$_Kwa|i+ zpq2ABlxW@iYPYHlqp@hv^w`$cR^F)lOM`Oy+t4HFM9x{=I;UMWyPBEXR4{SqAk=uY z(Bd0uzt%(O^^a;iY&%rNOb2HtzR<5`2OAn|=*G?|<-0BYl~DfKJzMfZ4p;YuKn8kf z&Xn6mO1y>B8ILDJMbvEi=Nv8WCQY(aB`tnDRg2Mbq5ZeYIUbcKG`4I|4RY1yj)?v3 zZ7#*N(Tlx8cBKV>;bUtC&B_^1m}f{5KtV$b6|`LvIS2F*aF`9PG;a*1-yOj$N-hGK z=06AUNU|JuRAn&xS1ls!QxOP#X)lfE&i-8FF4eV6iaG=gqR%~5&h@a#u^49}+x}@^ zNj(1u)qKRMJ*L4~$EQ9Z<7g!`I$WDexin+msmbKrS)kvaO5E|_AlZ%kIyc7W>biE$lsz}}%1sQhQ*Q-9G$T?aZxjI$QK#RE zwc*>hZ!3|{#rjfM4B964X6uR=H_ld7(t3gAO`U9W;W=)RI2gOaGCtW5#7W8MFw~2QGz)GPV#Bu)tFsBlG=naEiBW#*!`@k1^34O*6PIsK%!4R ze9;8hvBuH~?A*m*N*?Ne!|xhv$_BvMN!{0PIt`51hp}sVW}((E?iSD%=yrybYVQWoxx%}c9G<9489uSmQt3M%(+>kl0?mh)L&KP9un2}-``6pyZCi0uR!bfWd_*ZqMb>;AEd>_`onPshkUb(pywa^XkZ`!kQ^z+wjgDhi?`Y65(p(ej(rA zP`nzwysA;|YO!>fliGOphZyb0&7WzLs;v{L?P|g->0Ss|&epa;Wy36oM<_^~jWpYz zwyL6%vuu@Z(EZ$;!Dyxsyiu>a<P_wydB^|_Bve^)Y-kh3_xcncbCd?Qqnw^If`HO^(BP&Z zQ&d)wC?ODhi_LrxSw!y5H(J=-ZctaKHHk|Mc{iu+?3qd@-sMp-e77+z6iWX=%e?V) z?QtDtCuJwK+qj;n@p-G4s(wY&?gbEvnucP#d5*jlMse)V?QH?d zh^Pl1H+%g#3jW@W?bLOZ`9i7?Y$8U%1jFc&D9RQGH-&<%k4g(KwlxK*&&uCLX+=@K z8^bl4$&UB~p;RJ@cX=gDM-%#=n-drNo-HmleF;?dzh0*kR5vTph$;fLP;copHh^%bOUq^^11S zADDF9edR4$H*4e<>`{*suN^qo+!FVCP=m8y?W2)c%l+#{=x>M(*EbIr25C!r)!c>!QI9S z5{O^JkWE|>>e`jymsnSBqu$?%SgLn38ulX6RX30Yd=l3N&p4g={+vi z^>!>m?zh($MC(jiMdtF?f^?u^1)AB}A)h{77!Ib1`jU@JOohe3Fl?|DRy+W23a(f3 zy`c#uQ|zKytqIZWboOO-Kh1|D4b-wayYOaanPE9!x$@p{N`GVBkzgaU`#e(+*ALEo z4hi$UOLp>tNzS(x(uGPb=XQm@Kdx2yAVaL z3k^EAIz*>jV9P>DxuW&%-OYIw`geZFJM30eJWqLfdE3UuM&~S@rY>davOeGP_$CYqSwD{8uSfOsc&_)P=!12LzS8_sI?oqu04!7E3S zT)Q<5Jlwd*_pPyljH9g2l%B4vmqh<5b>Tybg;3E2e5w29#;jKD8b7;IEHEOI88Z`8 z42S=u*QsT3xx%DtxYy>PQj`W2*E&tlk2@BYde>GY_pr&u=K)UV7N+aQ+i&P&q>oSJ zGP>VK+z9;X{a$t}LdhgS$Ea^$aOD>mm})wl*?Zd2(c#;-XRB$>Zp~QV#D6vGE;27^QSs039Krp z!KmwZ;M&n7uw^f>dM(MM<*8J5teE%)Jzfq!+sgID%+=Z5{ELfq^gwRmShGOvU=lcS zYLV9;0uyKc5XO}4)5c4eDn;)OW{g$R=W^_OVB7bglZSJ5pQT(DT0biIFyhTwP4BG9 zx{#snEdeGCEMf7hY^uObgOD#GgMi1mjj%i}>1|z%c3Oi$dl&%RZGqdXEZvJgfPU91{HBAt?%gm%j=GG70tv{x~t5S_iF1}Q- z-cI)tn~YMLmsYhY*Sbt!@7eJ~oU!+ZVdNz!{Y&EH5&(}ID<-BptteF@pOPo3!ynfqYUAGe% zqJxar)0-H}3xUw6?0UTDJbi5{F~81{9W^e`R3wq(duk%`kW+0p;-R_t^7nUlXMH=R z({(1IjCFps5DM|AVFS}Bv=>745u4&yOCd~%J2N$9Cq4)$0X##D)YNM@kPZtxD^MM> zgT0hkZeH=Us*6URQBSi1UJ1VkWBz+5I=l1!rNPbw8gn9Po>#=hR7z@v*I@_dHDb3O z3pMM`l?;o830bXq_N8obNe49b;``cXvXiE4UXO8whq%FREc1Pdm-%O3k{+#5)8W_O zOlEoi5dY}C9$Wr=&VEkwDw0gjt&-5@fLnJ`84{5>l{`PNVXoM@ z(TnI^**>|l^*|I`E8CAd!M3Vd`CA@?m4zY&Ih>Z+XvFcenTJ(fnQvolv8rFp*Zf(L z+{9M8+h?BKeaN=$ym@rA)b$j~19?|tQx-MZIo~h2#D$(;ewoqTir$k%?7aI9m&w!( zTST56r0xZ~N!<1U*0Z%7x+r7Dai(Cru5#Oe`>_lr%!BhEg9-Qy@Y?n}G-3_=M3;Tj z4g0$Um;NX6ck|PHXIcp(Me{{{9!)1>WOuTRf97}h zp!7$z1dMPIm~v;Q_Wk^IOm2Ir%dAw1&$2$9P`(iMGFKUa$TlOtRx&j`fm%qla;4dRJd2nOGl* z*F~qUyTM`EYtlZX@rtKp&TpQe{k<*!iz{VY<+|?uom3X*@zGZK`pOHso$*5Ly0or1 zCht*G_TccTN|;~wzW&qh6uw>O3U|H~Qk0~dlS8!mo1kbF-}Hyu$q({8QE{IgX{0B# z+8#WIi&hC-?qyyNDMV+94^V(*?idDt!5wx=V#W|D4ufx%MA!5DZIpqIjX0 zXn%DDCw;>dMl;8!rneZOa)3`>v5>6#r82m13Ix9jK{n&jO)kaVs4lPl;{Fi=`g{;T`E6xBa6e8)Au@deJ$D-_ zy7r6z>C#ClzSO`9hE8M%5>!`lAeLhm2VJ_#C4wum?0CZ}bF0R>C_k-yj9NXEBN5V@Ojk8QqTDD% z!sJA^_bMPD$SzL%;)jCKTBZ2uFZVklF?&JqW@iY#^iS9?^7t;=9(zoTx1OwXCX+`V zxU=+?m=4J$Fd&G`YIjQSE3Y$Rk8#xur??UwOWj9~Gf(hpTe(>o(cGLf^4$ljc)hD@ zb6qJ3%fN_ng-a%@`Z+~(NwZhVfzTB5nLOxZ zUX_qx@oS71+JixJ;hm`yb7-uj05Uz@+KHSPW9LEZp3KISqt0R=k@y$t+)`tRl8dGf z|HHz|4n0P+EIOV236j@7T1HSTEo<3*A|~%i*6Q0m3gL`@ zSUgFVrq*o?*t>EP_+DEd#D+q za5R*~Wv~8H(<0yroz;2AruXiwg^kiGY5O1D$>`R}mn?CN8m!-5`is9X;CNM{^fD*R z2tErzpUFk^ZSLm}$fm@@LYSf}_+7t0zKLK?cs&SLQNZkk+KTJQ%z$oSCNlEwMQ6|h zDW}dovc7=E_t_Ohv;5+Gi3d0Jex4}=-gDP3eRmgvkSLSsFJ9NnXCosq`)=W{De}|O zRLdPU;gP2ruz8 zK)I`V%t8Tv*9Y&L?>r1zujI>2tYuxX4_p}-YNkpIf)UYpvTc_+Ukv zVhCQlb782%HQz1yA%1YLv@&b^oXlhM{s#$7>nNE(YI>t5ak=XeUYGtU62$q{_Xi6p zW^Lu>qfb^>JvZFKMSjXrMx{R@zmDEcA%VaXNkG1}e$PzPk2yRHtDAd{UGt9IgIOt@ z{}dGg;q|u%3!&H7ZVYNRAszx}{V42Q>t_8awr+bhleoB$kBA?*f`iS=UH_eN z|I&|lTZ`At%gprifqRD_{r_sX@_4qgJ$|iyQgmMNX)R^u>1%XaV{a%TZ4gBWu`8+8 z8nsj?BSqS=wAE6zw6-P@wZx#)R#ZBrcxtM{*iG$fEhR=|>@nxk_wPOT-rw(hzu({Q zcan4NuMs-yYSE$+GQ58K)3vpMI=o&9n>~R@n%B^v`G%htV^Hw9E3e|0e=>`lI~(np z&nzcKQwo(a&w|g`*}8=J!< z6vhgyUkx^MG~<@f-E3<+LnOdYdMD>8XXg)1#isZ7pI#gz{r>fZQj*Fw*B7In|LihA z4d+Y2AkV^jatqHt{bA=`UbrESKNHf;#3ucpfz;^0e(*VLY~c_`b0lHcE)*>S&)*JL zO)*Ymh8ub|Z1(YoZ-|1{D&vLxfw~bpIdnAtvuEsT7hYZt+)6`rkY?+@JdeIenoYA5 zi=Di$7QvT-2L_lkmOwVZNdQs^_)9Y1{%z8o+5)IJ9bnDncX(K^Lg zrQH%eA`6HqPA8Pv*_&LWrg+bysr{vZ*oyLUH3an5?K8j#F-ZY+%3R4B^k$A+xU3POyH35sY zx|5i(5|t|h0P;7f`fz1 zz7t+$ie|!RX=*$k`HhbuK-<}sR1Tz$K&;xXc0yKRC5l9g7LDl{Zob2$VRBKI?Ff|@ zn$&D0FTaP_3V%T`l_{5<;q%&qZgmuqLeUTIPu+(z8U)2^FVW1^GWm7NY4wb&$I#oy zG)dleIyaxBc-leS^qXR1F1*oe;753+3Q~PqzzHd@7Y=b(yQ3c;mtH-sFCjJ;-}d2y zpy}Y+dkz&?$W`nr!Mn)w?$a5jw@ zGwc}j*(EPg1fI=8nsH89v2UfVo*<}cHhD?r>4l>(#A_w?T11DgQ@ZVLZNaQA+TTlW z?ws&pY%#&?{?VgH~^ZuGV1O!JP9K3O|(m)!Qqu>x_ zfN#Q}8j(oIG&AU(lY@?RT^;^pb(9J=pu=r*T8qTkH(LvstpVTKy1N9o1y5eH!KKSG zzdD3KjP@2;m}UDET=-ElbI<$Y`x)w_ZdUr}BH0oj9Gv4)?fu(vpFJm(jsJEZi5fWX z%6!M!iCv!c85jt9 z7HfH~#2%ERN5IjvZQ(OEyXx{o?FXvsQ{v-IKp^DyyoJ6}dy4gfO6!A3-?EpHr@q=d zg6Io+|M0M)C3{CdF7nHt-)2A3V%^?z#ns7)Wsw^HWTm}yX2t|;t`>q54=#8A6_cu} z1Q~`6ai}k^enhlPmd9D@wm)XGlTXRBS+{8@kjQC#YwP}?l_?}K{&(FB?a197V+Gk+ zg83ds#wh%H?fi)G2J-M>DeOdeT3Z{3fO)H25B5MDB%pPYt5*#U*7+eb6^40}75RRM zCpl zZWWhG(UrMJU|}XNiI9%Pg5E=>C5kGH-vBadxGt`}l`L>{!Cntq{5x`^6B|(T`Vsp<_+Fofz z=l5R8xs%AuL~1ej2R3t!D4eP~e^2@s>oGQo%g_k58dtY7X?EcYzGiZ+vQW2-siG%h~D+}XMLN1jwTT&U*|fYlQGn6vhuW!`TNFA6)Z zNgJgxajGBBckMYrzx2#OL4lQ(NjZ-uZ81+MEwWg+l)%Y%I1Qz7S$YA)s4&n^j9eR` zMy*W!*ZTP2?snFG0;XguTOC7!W>I~x0DPKj+CG4`SPiMInx?Cr*Q+A-B6*ge=Lo(Q z;cVrDwH5^w+%_3NEyFl5FZnu^j20S}JtEa7RSaXu@O-KV9|?MoCWBR5dO3H~+Rrb} zwvndQ3Pf_F5B<4(W0_)4R%s;!2V+jTu6%~8G6p4U(B6J-an!4+bgycTsQ3B?(AS42 zs1xBFm+E-OiE!B#xZFP&WtKdTNQ{WEyD^i!WZu+SPCODk`A!!h0c&jsi;ogy!zIGc z-x4i|#^ZNhh76gqtJSQTdpOksoU*gk^?iR6+1R1W8k8sw6j@Z9JPcQoRgj%3-6=nT zE*PmlaOb8HcDJYAr$((WD*)*~`43FyoGR15@s?*4zrA6{$-e#L3sTRffO7I1`0*t< zatZ!aPk|B9H&4eefKITnc_Q55h0S*|&m+WPxVDa(#-@Ty^5J>W{MfGP#!hL}7q{C@ z5Z#X;3RztN%PLNoTG0_w!OscXlds`LC1TnA*J*JG;+g{4gVvHVpeH0KUJ#sVAb_)DfDGO6 zZm#RT@ArA0P&>{-jCB?aVP`3{r-p{5lKdd`r);2{P9}g4 z;gUks`gtu;u)^HS@E+b67$VleaN(8>IT^@kPwg+@Ax1|y#Y6^L4x$dZ{%9W#Lue|W z@|itI&cKmPa&`k67(4oK+~dF}Z)EWUmqQnbF6gl{f^&ajRe(-Kz1YT*3`J;Yw>>a8 zW^$M|)XMo*^G+MRsKfL}^&%J|W%dtFMz=T^Q7p1ux@?FEKzBqE$^&=NK5OaSU)~ZG z%TABxDjPJqS#}{D90%Q0={EvYJPm)pZsUngJ<_*5%Isv+F=tpy$R=Ua;7`E8@$uN=A{jbQHC4YoP-cI1(0sDQ0Oaxd^~l78$c8PiO|98- zG5RT7tw#pUgf>FfLo!)YPKv-Qr|PI&d0*z(^aS5@zW${=8Qqji`i<(5qLdY;I6vmx zjxIDBl%Adryg^I_J7M=)J_;IzPYrQLDg;VpIZD76Xf%GE|e*Ve2(gYzlPeBAK2k#|W$?NYt1_3C#)L}XiqL3I# zEcm{y;7N%_H9rlotc`;IpB__Uydbc`PwnlQS66``QODVDXNQ}~V$Mv}R)dgF#l;b2 zWo6Q_4+=?%Y z8rcyVN0FMVH2O_ng%yEvo3QKXQ4V$n)q|qJUZ6$j#ReBbQ_YZ<#)r@49u^lvg9$;K zpv!|3my;eMP=>n26SSuwmz@I3L{Jdqilo6|R147I2>aT!n2}%txa%OD*)>8f0*1&s zd=uklMfqCZsZZ)Y3RcS!LUBS^0d)c35Cbc`Q)`$WGa`GdCA~n|&3MQbxWrcL#_uNR z!lL1Ncu*<&qRE5PeRY7ga$rGN2VrW;oS)yWAn`I!@|met%WwWh7gYx30Aj&nP> z$!w|XgG8>?Z*f{0h^*+4CnFmBd!qP#u3g&eNrSK3+uL8!ruj!lM?b5FB)NBTRB26~ z7Pje@o5)DhE;_#5fBwwWq*UK}*&NQl*K2_i9Gjc#$6zp_mLVY_2S-P%aao1k_77?^ zbh-03z_O1Ic=w)SLNzvnWHvZ8wPva;l~wy|dCNbK``%0&NsQ$|p9Pl)u}bCvRbk;k zlE#&3(Wska|G#?hxkcfk!YxD_3UrvkG&?t^z+><1oS&c1kx!*60|<6lW5~}kq2uKx z#;sdoc6D(I8pxE(yu+FP@Q0M5IDmHgwGyn&(0s_w!r`RRJ(ce{Z*IWUeVm81pN8{dTryRf_?Q>0c4*g(1o>ai`n7sS%hHcWohOZY7D z(m4LS5<~l_rMl?G_dpB7iPcC3(u+LOHB*unYHugTC|(3A4{7Hv|C=IIWp$Sgp&3#& zCUgS^e7}!^ql=5`K|yk$R8hxQ9dB@XOxw~7s;$7^Cnlch>FH%4;sk}x_S*t4eOCul z*Vc?FQKB?6q~3OWzPuH-<7bS>vCyFrPy9)+HON%S$E5J*308-j^Rk7EnE3n53?e9~ zy>-Rz$tWJHGiZpzS4-y8z!?!zFYe-!7!!dWLk6k&I3ZBuIHQxaoH%rMA*l+bey@Aa zq>wulGS!e4X79&+?#ief_K%`88!D@M2?k#Ng6+8CRNh*G?aAx1SAWH=CBP7>_Z<1F z?(!4=FkEd2N^Q9k#47HceO`7(-p!M)2c`sK8xr&6?w@S#vWF1Q`;hnuh0icau3`X6?I0px%FEKfR5G@!xF# zH)Ps;nZx^W%fEg=mQQ_EEayMs86nMsyTd>^&vB|L)*%@*wU-N2Au-BY8Ad3WNH9-V zp24#Np*=g6>1ogl9O8tTBLj4OsIKTrxXX==>9zaR;)iVGsyjyjHW~)rh_D3|tE9X< znoT(YRAJG3`|Paf)R^l-oG48r?a2d;U>(%>le4ok{W=HQ&B>u^uVG|h*L~Tgq8A=%U@aRZTT)fH`Fa-BnTU#Y^6}5B# z9d5Fa4Ow5`dXhCYaR)7=$<%Ce1X_R&z($EQKI@{iLwJqq#%o>_!6G#L?t)Emm=qHR zaea}gNYmTd`+w5*qz#%#rb)bSVare1pP}-~XodRfgA4wCfUu+;DvPs4#B(37YfkAv z$_)prlT|-a4(02^_#4>uOMy|sI)?`b-xn5SUm5uMNy*5_{4G^Nsci<%!+YWOq@V<7 zkmBSvP76`PoAn2d5*6z20L@XY`t!$0w?x0=;&dOJBo`zL*p*K=7BtSbs8DZgp*c(` zizxUm#57yna7Qax9lROL406udMBv11d4B?Rx~L6r{!VYgfyQ2xUoa zRUW!5vX})O+%}&VeleJztDGokJ(Nb#&tR;LO1XjC<>e*FVYVjhaC1t?c|qE0Fa`Hy zt32nR>5jvXhRWZUn~aeI&?xA_Ee3dHR2MbI`WrzTKKY@lZY?``}A8w)F_-jvT%d+Zk3oi2#13IDU5~ zvxh>0#v7L+2_%g#o=a*A#CIfI{btL!R7OK-PleOd@f;v+w|MX})W+Ew#b&GtPB;Zn zJBcXE@KN1NQdNAO)8=YD(Pu09#Zey@#zyQD@YZr1TcJ#36$!^7ho zmh%_|i;<<_#9?WN4B@mvrDZ$J=Se(-B#f(>(M35q1m!%;VwYRqP=((u8U09j@#XVH{tE14XYq?W7M$Kh4gXbrC1Y%H)079NDj& z6q&mk%cCW?vs>TXTpHI>$2IFkv88#8B91<5Dga%PS);-^w=VWyj^%mFNHb`Olo!tr zEvd~fk&<*wmR49Q4=9`Jr6d~F`M5V-a+lK6vE0puCRM&kGN?9t&uG@oXwKE5*6c9J z6T+f1IW^T?W!Zlv$+Fw@dh-T#NH8K@JVisPc_+h*Fei+bX+c!6R}zD$zK&J@LaB~6 zy@Eu`G3_fbzxCT;Y~0%Iju@LPooGF-t0PdVB5>+5l5@{vv{e-W02o99C&a_Y-`L(3 zp(&&cp(uQICp^Y#0J&X1EG07Iz1JH9R%)D@c<6@#H!MZ{FGwRn z=MBa3n2}}eSMLfwS+n*IMDRMT4kUTb*S4+EGDW>ewR@8?vN=^2@RyNuYpeqEHm0Z; z({|2MZ+&q5qsF$Po2e6H(Q=w5fyZZ%ERcPnXP&#F#23LWbyu8OoGZi}q50L`KEjuy z+UgmpJTD&JAI!ym^vc1Q-gRxn?$4Lr>z@gf2s;psrzs)=?K^Fb5jlD4(de96jOEdm z$Dx({T^U~e3gk+EqS&($Ep_$bP)Sx05bGQq94sdlttN=lB;UIDxZcHx@qP8ZS&uC! zlc)yDh?ecG0%PRa^KX^IL|W?VdS;S@@Tqxdg3dqRpKfs7!mMQYVcyaI+Bx4@toyPz zkX(z)*SsYt=$+ix(dA8e_(V-=TX?d}xF0Yk61(3hOZom*qooIUEc5WOA74YwENHy- zs>(>b8AoQOpJ2w&UN`35aJ0rYhIMR#blAJ=WX^e>?od-HBz^=u!03g3J=M7w64I&r z5_ir~%(J3ur_E*kbH(-5;D}~nb93sm2xQvxKDsVdIHOhkQ=s%OMpU0arp%0SN7aTe(YnFfRHvLk7 zuO&mOUg8bagaY6NGz8_!znqE6Q+NMR@`yWf1>)UvtqfCCTqUg#i+7S#ebaWPzo470 zQxj(%z4Kp-7kEPw99(BlmVYsL>I*1x4s0_${wPah%kkzzEnB~6V#@-Bx5Kz>;_Z%} zeobKH;~=Y{ze32OHblxfA1*fCnJoK&S?;1|ect$s@Z`5%MCtpZ1wRWHKrWY_`x+g( zrL2IPPqz7DM2D1qvF9sS#~VJQU8RN^2Uh=mz6@`kSX*U-|Gw495_3f31F?A=xibp? z4du@8y7QfO$A^9Q-=o!}R`yM_O${Pv&xx~qoI7N`i3>?Vhpp$#mOolJ+0!BH9?v=I zm8kDc)>9`s&*F$JN((ABVj%0=9}XQIUA{kN4T<|o8j>$3lVV{1TZulBn7pIM9m&kr z|1Ow2j9NrFEXF@p^XV#xS=Gc^pdkZRh!{x0jiBz-{yn0Q9UVV42FD}xZenUyc& zXz_ODDcJ|BQ6cNegm+edzlqqb%hr3Js~E_mENmqH_=Wl zGTrOlnhal_CYg+I)##S0*t38*zdvDzLe}z+1e<_vIJ$HENMrRBHu6a@#e51~Uh|}U#P~&?*%pra_t_9Ywvbe>O?twCnR7cg- z*~qsXFJP-sQEcztXa7Oiesudv;&OE=P;np5n2;U)F0qZuCtaTruT9%)0 z4Ns>)9vyl5`pO^se=4+D9e5?Q6ss2ASFUHQL#)=epI-3Z?fc_S%<_8n%glg1H6QZ= zQ5xFvkSc2qO0+yi5(A_ajo;SW+)?d8L@!LA(y`h0acgVJY}btGH+%B#uMMw#qg1ci zvx}X5`QD~h%cgPv`%?i$v-{#3n-MEScjcpcM-;yP>eRr`y`w`P$spF%v=sahLz?AY zO%y!x_LC4&408QAQgxp#OG_AGNBcjrF9n4K#3(FThTi13De2ysbmLYPfm-0n)04f# z?DhQYZ2cVf<(N_-els9IAI80+_XdeW^gHW<33{t^dPT{|Tgzq32Rvh6TAQ)CaA5DU z++EvoQ;L8U;tr-0Ir|xTmP8>VJK@}^rc)Ke6TKHbacdc&dSE_QNVGFY zf7v~*^)kf-l9i7DS%3r--sPnV^T{I|#wk;V=z8QD<CYMdPKdjf8fQW2`}%G;V~()`z- zj?{QB1}KQK%3{$iS|+VPZgLEEghxHCC7fHx-1|Z4N>lO9(Ou3-arM2L6F{pK4SLQ! zs~qIaN5|{kIDWQ7wA2Dcr_@fMSLCCM@%%4-i}c1bi+(!|?+0~e(_)l^+c|zmT@ajf ziqA18I~YxSRc(`A6b|flpbk+mRa&WSsyim8yWuB(F60l}rQLwB33K&Ar1z6!%mtkn z9I|*7mK1@Rr}n1jCpw`WsaoBHo3gxRGMWnwlwZKTfNJ=>7Q!a~o!Dj9)PGG~prVAo zoql5G)`9DCzO4>6Nwud_P^OQ($RH3LV*CB(f)Wd6nWlk3Q1h{`-`a^7g$625=13pI zr5~OCh(1Cc&guV~F)6v>iyqQr6j5|@ZRcMqySs#?iSHVFusVBxB|}DAct!yv6F?m) z@XR&1nopct3q1I8`fXao6f7C~$=vVL3yyjyKu}IuxGaR7Fpi+C=vX&DNDCz|>O1Af zbL-7Y#K3I(?CnFKq|+)jD?MtB%KkesggYA@Z!+nyLjea>J*^5P z!ir#WsCIzhU-c#M7#X>7<1vH-;*9T!W0I(ntNMzW-B)Yo&NQ2WsPFS74x}?AlRafh z36(>wvsus@1c|~Y#Yvz@Pa>h{kbjv%vZap0`qmOQXZ-X)&hK7K|Eqf}K%SgxGq&It z`T}Lba=fINMPtRBrEeu#LD4`q{Rrp2oG)5-nVK0CM7$9d91M zYxczfHXqR!|9?92X8pI6`^-&EqbDm9ARfmt|4Oz)LIgy&|CIuO0E6hmK9~mFH+<~u zykiQDd2{2C{QTUNG-7Vv!)pfkHxb@U6+BjeCqx1%@zg*;jlUpmB!GR0udlC-vomvL zNo#9*Mn*=OrgoetgCs3YnQP`tGfFHuRsmqKT>3l|Q8@xsT!k5)v$iG1%?YRbYwo|o zI95%3?o{29ADtzBfdeq<`NTII*566(NY*nTldQ6v-~y=ZJ+<54X*z}Hz{<$Y;KY?Q zY6MES7YGZ+kRieLsCGV_1p)@p)<+e5h%=-u(ZO8=tNn@5Tfha6A7_i81mdZl%nm&9 zHitys6C4QffH;E}i2a!xD7{&d|J;Mbh_TH{11ToW2`)AeGXZ}jNPqIEPZ;2tIbneD zqw=PUY2KaZs=I!OHAVYlSlRl6h|>~V0xkd3W^d9W@FmIli;n|~;&!LcdM^qKHHGWa zgNG?3gpMg11q`&m!~>xYKzv9fJ#g|Vco#r8=)LyAuuV33Cq+=zds3 z0dQiUYgGL*VO$xqlr#lynO~KTcy$OOMe|g~^qrud$|gIcY0tae0r9wU04Uv04#G*& z={%AG^`oZ5q7234k{1&NRVVCHbM|j09T@bG(&~FiqQ=1CgSF&d(f5(F^`E|X_mBX0 z6JqL;RvEIsR_Q^9@dK4TOzP+w#Ad7>j-(yWu$^CmPUL$R-5=<_yVUs4SOrx8f|V`n zl?^>M&7!F0G8rxR!BCdbJD}=HOee!nz{NIx?ja;lZ>0_ev%PI8;Doipw4#Hc*JR$D z*f@>3AA}bSCtNGsO|qaDCQClfd1r(LL1nwstUSg|aT4yUk@}PW(0(ajl~ChUHyrxT z4s)f$QrGXfYzvA=Dq_%%vdJ(@xXC@kZihasG_Dsk;I;T4QQfi^GyEa906n+qyL`k< zL-VP+y1MAHnpj@Rk>w38Fkb=_+%&cp-5@E7rQeTga12o`Z8Rs!Okn`tbZTGmyGeE~ zn7$9|IA1`u$kH^(pp{j`Gqwp3$(h=*P0r*`z`VLp(o0~r|3`3j<6ju)mO)^m$ z8AE(W9aE^d9w}3@kNE_e-4>6fHzr>uQBf>^}+rd1F{~{{! zSR+uUK6fUg%h0~u6}P7;PR#y8^VxE^$xJ5j%mK+sx8ONdSFDdg@@t^aPM}ZG=oIKp z*3vF`?m%ar4zQ8}0LL&FmX*}V*8d00q?#btJ|O!Z<_^>&08u*>U*asR#qrSNm8qEU z;nwjPh~b~u?D?wx=VhlpfplF8K zTd8+1BDih&P%D@T6F{{YcJbFM^bPT;4{&ymG50W!vSyqLk6~jXXmd0re5gl|g~QUm z&wZ`zZ(H^Xy$EoK->0U;hL`}Ys_~7QmAZ-LRr7({mi-9=;^GA8|7Ors0r0Xp4)wqX z*zhL&TuIl4RQ`u?1FWf*mW;bRmk%5EHOrcXFX`Iww*+1zJ3}Bg>g#8cpyd!SN5(GOGxHa0eTIiCT(LKTmda(sS%F#Hbp4Sxp$f>!I! z@H@ID@vuVq1kRlAz`d+z5$ju9764cGH(v($#XJUgc|d8(fSS?&INBAW&mLxFSJgxf zU}%7)LyX^!r1DjD3|H$1nwl5XCb9QF`u0g41)GQyLcMl2F`zmf|DB7L3cd?E2a`eC z!B>nlJ@;h*bKPS2CZ>8bJ`{0aVy2EELaX*}GGV6B+{petP}bH9SiBXL6~YoRD2I0Ac4j}16s>p+K+~P+OY!{=sK@6g!U}y3 z|E@yHy_)IzKwrEN#D&iaAe-{X@iJ;dXvwj~ZAA%i1?=8j2vmyEe+g=?wIAjs7erG$ z?%{|#Lm)6pXb zX2xd%0IP205ePVzXO<%=t27urbVTUA9A1M3U8^~FBxCR?{E`H)Ain@dCG!z;ZlO&QODwblYcOe#0AHjuRb zimW~A^fBi!P)JF61fa$&OMEp^WNZJq;3C_9(B_ahkXi6DGd=dy{C~G(%9>ylp@dS5JFFgEhcBz%&At zO^;WfS~iiHT3hCD6zo>dLmE!+xB>+?*RF0ry;Qj(Zpx}Tw}k$#_V!gJS&?CIzj=!^ zlOI0o+TWoCcp{kUV*?!4bMir-MHQTTj^@r+dS7X7B9}d2S^RFZ9u1|U+a~aM0hop5 zmJ03N3J>n#!q{XrSjoF>?E+x~uzstNRCqm7i8Pr2;tJVq-8qg}eg_^{egwjh@i#y> z^r+KpTgn@ArUfhvVHV5pYC%QiR$dn0cgAGWq|%SH+X56aZrscSz^(WOa|AP)>7Ff* zPdH#aF{Z)hNH0h|#i6m<0G|P%k##k9^qp}QNYY3ysKmi1Py5U#`|tE>|9+JfTX(Gx zDfuG)pZowkU1Lj0M9pJ%y0$(_InJ zewF}!H+~n|?R^=xf3 zA!>=gU`np?W+MX zZRrERH$(>?L*7H%5t(UCXIxnF7)m!XfhO#~H#Y!LJt9HWdRY#sfQ*JT=c}t3U!n+7 z+EhHgd$MZ`c<@w6ci#jEqriCTA9 zv7#}u0PV|MfwW2AyN6XM+6+Eik6TLwoX`tEX9@)SJz2w_cE#%DTLbNb0bgCFQdxcz zek(CX@(i(109Rkhk_Q8vZ zJb+v&6^2G*`Za)73+mYOzZwDd!t}*m0?5gEaTEFf_v6Iq1})q^g&C@zC+++hfAW+w z8bEVigJB2-@={Q;p4T0)uYbLXAwee)4>|G!o!XJgzYEp_iA~(UfgY}E4y0Iu4h7>B zs=LW^{@eZyyA`u#95VuM*v?-7Zu{&=$31<{A3jHY1G*5UoVFSV-`${w*Gka2sGg zhJd{Rr-WF)tRw*ABFI9zNFH{>FWN#f+%wj;e9HZ?WbDc1s)s^IUvBUcpt|LAe4 zX7K(!vu*J?e=_f}0!v0TupdHiY-B_u8c-?WLOeV?AXvy*xY_*xN=Kvh=hPobuoRts!=cmmrcA`4(jFBO^J0` zY18AT%!f-vUEzP~c2nkCHYKZ?2#Hw&{AEsFyjO)lM&WFY9x(7*|92Zy{(rq*4EShj z=+irSU-y*((xJ2%aO7`-aHD8M=Hn(h&d<-QCF5W^%hmFOSvnyx05uYs!qop8BYO{~ zikB&3M_o!6S+kN3LZGOC%~`-I!?5How_GgRdPlrdR_>aywnq1=DYp(KuDFgdaSvX7 zIGC}~8FVAd`*jZNd$M4yxP1}?x10nxXiy@QZuZpUw0-uOuW$L!o z5vaOd5O$!2@_r#_dYA;O-J{h=;RI`7D_#BSjacjv9g0iS6ykSJU|8>)Jx8{qG?6N0 zUZ7~$SSMS*HKZ6xAFRFxaF>JGqweyfRJB4_2@D5108Jj>Z{&ridz+Q&3b%puq?v0- zfJ8i##$X!r+)gHTH;q#~wxEYggsT0bs}3K_#IpA5i-kdM%KBaMrMWan%k2j0b^N9- ziS8h%dvHAk*?mN*rC^58Sg-+{s4cnIKJ$8%sz!=}C+=Klx5#3C-SmMRyF5^T8d0{rJk0%9?bt*5ft*&JC(|K`TM= zHHjsOIl}%!1-7)27E4~}Cv~kEZw0KJ(ta!}+CBNFeUIzK03gQ-ianCfo$scCP@I zA6&DR{!v~OKnq~c|B?(=htxxZdL?*K>@%+D=Yot$&YC&z>KU>4zpgENaiU!ru7*FX zxnV}>>aGP{Wrhot?dU#s3J*F8biRj+j5WI`)WPbY9Z*z{1aIsYvz%IDJpt9%gIK0dB7frdMDX?1{1eoMBzWm;p)Ty-@%$y% zYE%d}BWt3@Vr_Z6)a0N1-lFdnj<4-&)oha`7{I&2@t0exu`$ZTmjyB4w$L;PE-sHJ zb|`K(+&u|c2z##6qE}SE9UP=$l9_1zM0>;$t%Ht1YoqTnuvl87piAbn+}~>e=_{k+n+>QVTL=T`$oHbaa?K7RS~3O3@!L!}Mi4Px)Zm zw{sd0Q`QMjGx&sh_qwvbAb=DuVj~{iY}DN$A>$EN!y`4ipbQ z_+j$Yw@TYFWz-~O=3DuX*4Xx8jyJ)6!TC^Tyry7ltJBr4k1H~*{4+-p->m)kPtVQK zUzVkJz-@+B*S7GAy{hFMqtL#db}$o1n~Etx%i9>#bx`wqC7gaFR%ZKX7 zW-bRYz~F-KqD9Od5+`Ib9xrQNB2S*QCHHX7M)dTaSer4$#JUnud`eLAbF5PzZBuqz z5DHCO@QV!~g_t~AmKJ`+U0WQshK&HiXkm>APWcN{Fe%&BX}@ZAKdWBc)_E9Vw_LqN z>T$e5kmwAMI0Z7cmJEnaFm29L1+lf)eG#ytAS=HAORsnR*MQ-uR%xfog~>!p9#7e0 z=ibw++<_}0q_R?7q4kjB>uD!cQ@1EX=%4?50 z-n`zv@~}^@SgzjwI+VFrO@)ZH5ty@z)=g2Wj;!YhR3)QWDU7em@w)#zh8QfCa5E5m zR_i=*U3v|9865wYX-hnSD9Tzn`Gyh6)2&4!ss=AYw!?nBxu2z`#CA>rej*bR2)6aAN|5varC=K=HaBTDT*NXsfz6OJ3` zhPfo<6_O8a%LeC^qgwZI#>6P_Z$H-k{C=(!Zk)$V*(fj}`Pt%n%_{X<*Gt^VNlix% z!*nX{sdUwql75BIE!R-|%Y{32{i9-9TYdyss$ZA>erb+Vd)aBS0t-E|;0IyX0nhdX0;k|la;6S{xSvPpS|Cy_^0?=zj1lW`T_wOTgH6yYvTC4AikNS3JckR6N8A{O|s$!9np7TPQ@HW z*y1db6Sk$bM^y4NB~%u&+2DD$>50>Z@OBO|GN zEz#?r6n1#4GOXZ)aAeldpzTM$ob-i`bzT z{Lkj2-n!<*8M(pQQ{2w9`uJ}`_7W5yb-Cp2VPuId8OE-~oI_^tl{nJZ0mI^R)RXlZ zjXJ6cObkJ>;YVCP#*SW_Umead{aiAKg1RYH4S2c7rwgv5f(vIgzg^YEK2$mtEFZ4F zLdhtZsOP-mq>7mKd^wj_{gwf!>!z}M`#)Iaf3(uXV6deucZ9(!cIHWv9NkOTlgEvFurN`*p*?9@F(|;%Lw2ykF*#5<^Ab(=gs**9;A z588a@4|iqnO9sZ~<#bY|3J11y1$eRdg%OyuF0bw&~8vgI#_@xO77l2iKQ7l7aN|K03S`g_Ez?1Is@h z-NXjXw=W-1MeV9)UH?VOGIx<;aXJwhBv*A3sWK^J{G!UZF)K+lyfuuJV(_o)T@4|F53jjeCE3ciA?WS$xwSVLPm&hd8X8QHol9uSNqp23f;RyMEXIRO%X< z^q1^>+$gVZ6lRLr;W9|j;n&>IC+FqYy**RCbf~<`KX(;g#wIgisM6&3ny@yPb6W)I zh_68(;9N}mfUN5DAL-rF+&T#0W8#9M!h<`>6JcgJtzvo>IlXbIGWJt z+fnYiG$pNDHPW5mUMekNeRr>2YUVn=_iVSVLhYe}T!vlS1tInAZ2vO6KO9wg%&@@T z0H`vr-|xi*E@ua%CnPAm;<&Dw?4l%fJQ#pgbFMHe@U;gdu0%2+e*AA{Q= zvTy-V!OFgAf9*^dP4Ox>oODhyYpJ$7^!SQ5JhNKfjl9!-FUvoc1u%`S+RO}gIf8LK3o?rq@XG5G=p8eOotWev~R}nG3NeHTT2ey=6HC%iFi79qGH<$(S#xBAQ?!7O>LPvelsroKWw$`!Ci~m|nYy`-*EeHZCHAo{dv`BXf11KPk zbO>kjf1YQ3@B5x_o%Nlw&aCBf&D{6i_ul)y@^}3%A~e+%$cPz>1cD<3 zfk0CU@xd=OW){!Ef4J@sm2?Qf$DhzL9DFBoRWxviKq$ll-qd3EzVCg7jG(enN&R(xeysW7;o*w7emFJIE{RwQ99Gi#HA}u8)WyE(Q{rKTTA@m0u+rer&j6Zf0w*$`3&Q6t77|fR;zATO% z;h*WUP*N8y3!$QCHeEvV@oPmu5roVnpoc(6vt0-w#LYGAAq6l zOA0o2PpUbE<|Rlljy3^sO_ax1a+^DE*{uBn2QM^#h|D-vumv73gn2K~P*QeVlc49? z)Hv@?rT4z_r4S=qRr+aZ&5904-JB6$KQTM>I9mu~^TwhGR%dElbWm@YL}NZ_7e4kV zPJQ9mcOE0kaCCIaYGORlC%h;wI_`dc(Wof;``Gt{#l1e@ke){$vpSS_W?sdlY@Lgy zM<*Bf-S2Ck?j?oJc~n>7KDKyP5fu5te7-4wLCV`z2lZlY^v;?^$A=k*Wv_+HyZ4faD@7I5vT4IbXpA9m*-BtM3v5;k04 z2n<2hxv%s`OK3~)4?gl)jNr;WvqNxLtXA+1>w9Mu>8IzwdKSW|FZU}rEsdAI0tOzT^xs=3#6GWD`p=%RMA7l)D#Wt>{PhdE zaEXoxN5ngItKM-H7pd+YDK?efudaB9|E48A$tBBa0Lo|H_%4v38g{SUS42(Kc9flg z6G+ebk*iJ{c25ESU52$33~fICFQPu@tCR+j20s*C$7gh64@Ei zyN#ik#Eoe&G;0hi?ZVH$0Ur|l+m7%z^n`wDC?-?Zhj z5c1Z_E;j}yM=P>muB~T5egA?`YRPftni$pkas!v^=RNMOccv*0^V7Wv(xG`S8Xi>KGa-2L>*guAiU#E32pkL@FXU z+~v<)7O!Fd;?4%$b0tJu;FR(%X2{)|S4!aA9eZl3rKyQ|MMOP%{1m|f%~i9eiu=Z~ zcgn8x^vRP}3<`FKhv&oR&&rPuqQW`C@%yO%i;+p6u`CcC95DFPy5SNP&ArF6!?knA zwYtX-sCf8!pOfrRTQI||>-6mO15!4%jNUXM)s zIm6d2m*F-6bRy%VnD-dhmE94u{@>fhK`(qdCT zR%ze2DK@b8^z`&s?#L#b-Jrus5T^M$TFCuca`8Dt3OX7p?&*hpP@JM&d-pbFTq1pD zvCh+{+WPv6R#y4ekLh{-OQytO$mr-)#kH@tX(VdW3(v930^> z#tDXfSR6J?q))%uub-rS$5m#Be4O7Kf9GqDU!4aXn!|F&5lezKXT*n)t{@!I&Ck%; zL|7~AEu`RjY%mXaMM{hEFl;PpFSsw5-O;?e>b|PGE0@Uhwls#7b(YWMA6q^IY`Jwm z%j+r%UoP7jLo5_YIM^2j0fNKfX>w?7NG27jE9ybe3A@!-5`RhB-tzklwM z!^{6EZRrn@EFltUWW)DQ@V4qBY-^%D=b6lfzFVjkvK5e1aSlneaF;GodZ-F{iqmE8 zWG7?0tpBt#nn|HhJ&Vza``*0*ukE>re{8-X;X8H?Qngg7r|z%?b_%kvoP_p($bj4ad2#D zytDq+s80`bH(#lqGx&Sra~`U05pD3Lbz|cYN-+nu!a@v5T#7 zeFe@(@VFz3hH;mE2`%Xia{M(EEEBFDFc{#T1?RH8yz40Os#~AviDdE6jv}@Sw}Ts; zh?Z+cFD_MDP4L&?FqG_K!?=bVQL;YALw9XD+)OOb`(z|s6WkX65Qw{WIfpfhp!_^W z?dMfMK_y(%-Fxy55tpwn8^DBQ%~LqykY$^$e%;V;FtJeG@m$q}^(UvjHv*hlHr!%R zDgycKEp5Zumizv?XgWE|^xjIg=2L>66K9J zO#@emdpm7+h=_}4IoYUxWijf=atEuHD^u3Qs#oSLv0&$HT5EA}46}F0kO?|in+)uv z<2_f(ovuV>W-c$Oyu!xutgo%Djup`_b;WY=@lg=UiX{T)Gtgsc?SkcZbghdnZ`n&f zlen|9b763ct4rC?uqKpDL~*NeqBL5@EE1k}`YWYipsXlLdfbvr3sn_QOBwg`4}02g z;$Fz%KGraP(XcZ3aMMYtz+)Xb_IZ-3z&8HVd|*gN6j;%Z`bl%AvCnQV6S64+&K@=g zlC782=+S0|hd%`;T7rhI;)@T+wsS^H4f+JiiUbWIb22JQ7@00)wVt8juwTm}iElWx z1Eh-$s7+gGyc@g)c=RCyQm|%;ikK>Uycy>iv6kO6^u9;x7X!E1L4I#pb3`V9b$fYm@Y~_}=Zn%2M6q>Y|F(E17-zdu*aD9=`LtFnJbt-0KIPtT?s# z&*g^$@4$C1iGWkNu9&T$cRJcyS}nRypW(@AX;G#aKPQ62;W7$v_TQaOg6^*>-l>gP zw2#7KE#QLg<)28Fq1kl}&5G0Cx>2RioTj)f3A;>#oHDWgr+0c&p;2_g%p;9wr*QGV zrv}1$5}!YQ%qcE@Gd*nxvA4Is&CLzde0Ympz%8Sf^u;&@Vlw;D(%J{Ua@64kQD#)1 z7f1Yo$TXqnkFjKA^CdY6y@>h?>%Ny6&i1xFBl$gG)_}9tf{fFNJZ{EczkUUA2|}x? zszA`fokkg#TB~OLr`+;aQI1p5OV%2gUTEeXdvdSs%g1rnFIFLvTed3bdWqxny-<#o z5sihhrzPL-4hA%77l!`i6dU?ICoPPxWn5vcraB{!Ufk+M3M&KzC{FGlfj>cV#98!klN4Dvl4SvtHuZrnScv8a}Qy_^`>& z9_KCK;K^3(=ZP_Qe3ws-(Hz&XJ{5NWS<9||Px4?<3U3(8I6B~m#PM>*!OSnI6Am6z z=dMa;rxm=E#r<`g#?tA^U77LW;o-+l){sAYdv|zw4=$|PC?nElESK@H`dB1(EoZaFth@I{@x<_w zoFDcYvnk@X1Kp z@wU5S-9G1TwF{x4M4DecjG9S&ngh|@oS%NQDI2nnx=3S#Cic5g`ZQ1qY%I|Ck&CF^~ zm{NqX60c;!+QQBz#*D6(5o4Q>wv1mp(_#QghO$BWkKe!Ou%6iZDRoJB%pZDPo}=er z6`H`+mY-q>Tg-5N*?3f4_o-i;AVzw8Ia65#>^Yt>x5S!pru`4G$o#MuW=M`6$(A!| zaOhdhLgv5De8%Yda(z{vqo~q_qA(L@Z@GnpPan3ZtzMpn>58rK6k(4Km=%G{QP#rr zi8n}fpbP1L%G?e&H<R3$Ke1}4<84U$FVrQ7{ZiLNlCdT*AG;fUk}3%F3M zEV-#a)S}Dq*1}61u|JC5n^mKmcyRVP5D;dD>FPcsJHOVkD=X1ejnnVtv+eEpCR%Zp zIQ6$<)PcsFKF=Kz6Z;H_2MDUd9LV>cg|FMir*?Bv*F{M2DMJ0Wh)8?6*wcEQ1cgXd z@aJL{GQBbnobPS3#Fn9=gByb{qxTs1P+pJd$aropR*6{uIuYWDK2A;KOYfKqyb+J0YMU0&A zx|m@ujrn(P$Ehxfq@6IFJ(uMVb;s$tSo|{==tImMVL&YPQZ4rm`yJaEr-e?Y65_Sf zbtlHx&%9pWeB}6Hq50yE@7RZsVK*ww79OSwlK`a@uqf_1vPx-*l|5y7A6~lvo==Zv{04hR;N0GsNK_ix z4aJ9Qm*a9$=;Il$|C#F+AvosRxxXXf%8e!%w_YV?TcV1)4fcd0Xx*3+3GvdRH1^7Z z3+E}cecisAvb}ASgFPFk3wC7TWY&-0-x{A}xDnM;6ZGMKM?W5rG$rOG994?B(2vbFn5=|&S!m-FL!G@!`Pk#D$)zik#oe)g zkDM+F%bE`*+2b}SL8h0F`7I|dV%=LVCyCXxAu7FdL8gyN!r<1+hV|e7OTWX0WyJP) zK=r-Z3qFMpB$IkgPxP^9Vhho|$9y2uZ?|M&#Hg zzV!@?vvQuG$$pESp+JMpdxd4v*J09K!}}*?^DU}w|6R{MlQ&7ji5B^MU!jlCcSuEA zsM4)40~iW@sy%%4uvG&)`yH1AHEajH(@$(Jd#V(}y;{ighdm$V+o?_72vy)PA)KoT zCa5U834MHaupxR6-4|Z(bkK{$qaTyg?V5;?r*pB#)6~`R+fg}IkYzq69vzj_rFE=* zKMz2eWXH^YIRwWibus92FUo7a>LiPf_YXLh-dxL0E?Qbz8rrGzWO;dc9UYxx=D2W< z;WXv{b1Qi z@NWppGP&Bxtdlfj=J!hy?Ec6DwxGDQGoVzrWecdLX_h0ftu>V%* zenX+Gteh%nMU01s2ce;%;kWuu1Ag(3QAM2do8vZ|a2D&ENoUOk&4Zl`N5wN_CnhFp z>gwXj>FOp?F~spqlw~LNJJ!KTnebz!m#-#$6n!6nI6D6eF4qwPst)6FZ|NFk_w~9u*UhT&k>C3xPU?kWtWPw!;uISc zt!EAKq@c#6{tGP!2!vp3H&>gU(E}~YjdB911DY4xTV6WspSWllAvO4s!4xP;nJ$n_ zJ~{j`;VZ#w>MWhL+ZlgM!w7S9Z{W%>vSI%jG+N4Xe$=dKX#cEwK*k6NQ}7u+MnQaCpYux)4R)eO35&DBmv;mqj6puinYXG=Qtlep>p= zDVQF8+z(Ag>Y7)ShxU~DvJ@*8Jo&OX_o>iOqwrR&!c~sCm>|Q<7xM`z$@;UJ|%_L`_QC> zD~?tJ;6lQwIxT5X>g2;bWduj|jHPvY#TG>a;?XA+u^I8MeG+le8~mNUQcp%8*d_iM z*zTc*IY769*2nvNB{sj79lWUj%?V7I(!Cld>#erWhU7S*=49rw?FF~>7nw(B*JBzV z4f<$6kMO0p5sxeuZHzk;Z=c9HrEa2}7}*pM{v%C|V2)LGu_NQ-MUvVDeA}Vc?QaOG z0VhH2*l1pNp>ebb!8-i@$B3nEoPP4DIh;a=8b>ny9=a4q9d8Sw4n2fclZ!8_6t`?-$$6wY@Zgyo-bh9mMke*Y`c5&;HvT^% zkeRQm2n2IsmbG+NjKt^ng(J%uXDmsImMv|>6{Z6?Lu{{9c;_GQ&}l_%0xtXtrrHmbGq)j(*jiCQy~&7*PKU1 z#5e0oHa0d!Lr3@6BQTdUy%-kwJXuxI64ROgJLJHa*p}!G{#<9E9>7b>{~qr2ON!98 zZhdVlHV9PUh`;`c-@)@sbUPz2+oII=wiI7$eN4zfrD3#MDuX7}|D{@}!JC67-|HFu z3%Rcpc-g7KoPS`Go+8@`#r8F8f6;;Wwfin*O!fDo9^+%S(k{+ssbQa4>SKJBKhN!? z==$y!OAlHWx427UVLal#ybP$Q@bXHXY-9?-?6W5)1<<+Z@JB|7(17 z`IDGs`~q%U>mc_1H;bv%neb66WO3n8csR#{C_2}_2VnCX6$?dW*cO7Tp&|6$s!x&l z=)x=C6^ARaM7sX_#r_b#W2!LeoTCspBDXH5j5IyW$bAk$Hi-e)7J)TX7T>9;6Mu$; z^}YsBfu9%{5dL^Lm^m*NSeSMe0Cwp!;(z0Y;$PLc4luj=k7jt$by;=|9~4L?)_2yzKGNSU~4T|BwKsaKpMgC$ul}}2E3{x(B-0s;}8H{ zkc%=YKBETcZaYDvUt7RYOI~d2&+b5lTU1P7yQ2EKPbPAlqEPc$n~&NuM+OYIk3g7m zGmHhF-qf*YZ{Un2T5%uDhDxI%z;h}hF!5lGg-zpbuHzc7N||7Y-Hw;)aNSL#OPQh~b zW@8}d*In<3#Pp8qyTH+?KX=jPHq}t&NBw@up|7rvz4*(Qcu?hqfJj`w(w0)%cmDOuqs>Z; z+JY`g944k!XNsPJm-FouTpfL*ir|QLtY*;BZDDf3$kU&&ME`REfbf05u_mS%RV9oN zDRWre2KDZ^kC_1?%wEiyFQ|GmR=n=BlU)_46?L9J$M#E_%{V!QZd&zRN$|gJu5uuV zmBLX;X_dWzu8)H#D?A>Yd&JPV(M%#ig*8C>z|;QqTidrd*OOnaQ&!2N;m1l>Meug3 zR$Q@T0Ap^?jjvqRv3rfw%& zF0=Ba4dr;Tv*XAWs`I-Ss6F=ierE>*OE)u$=Nq@@}55*@9jwE)V@gGqG zQV2%Ir%}ajZ^|d>N=ZPTLKSdMFb}bY*!R}`Oe8vp$(lRp_Pk?I>hB*?m?53X&*!(j zMmnO?8jmRF5E`MTMZ`-JZx9;e`r|Vb=$Pm043Q2?)2Rf%9P_=N4eI-+6U{mGj4=|# z%l)tWM2{rdyXnBVG^`vFS5x(oQZKh01v0Xtr0!2t$-qSM2Ns~OMMf>8+2qKRXx!svDELQRJ6R%Ac#Y@|PC&if z|ILBr_k6dnX`7h`=VE0uKU2l8Je_N*;P{%oMNwbt`*za;wT<#JZ!m%CjqN9|f4edkS4h|S`Qw>?J9di~-2M~YhFy$u z^11M7&WlsU%4ej-O{$K*ABlLK(Y7jsHFPXa2`QhG2TsVUv=(PBh%H9E(|U4i=+>bF zZmimqr%$_b<)Z-MiNMFlNA7s5DLxJOl4mFeefA1Sk%=!E)0V8U)9Q1q681I^(G$SM ziGK|$Ed*?@SiD}{iV2=Dt$A>0PMHa|&jBzSRsCDmO3y%9trN~&SUg=fE6mFINJw{O^_4_{hwjiX%jdNavw2%_F?Ut&=6F=;Os1=gwkBf^ zxL<6t>4k__zw)L;bQCdvj+wC>E4vQ=n#{7IkLSJ55?Spk`_-xd80dpBV51<7SUg@Y zCt`#a{8OE`OqD(aWme#B7=(bq8Ga1{Zn_;Fk@W2fOdY1+!I=>>!(!=s!`23YH=%de zKTCjRdC*-s4{!E=oJTx)Lux>bndO9O8Ux|a33}u|@#;^P08}VET zUBz9QT)C2e(ukkk!ykS83{0V`iPUE8O~-rsjP@e+&!6Y^4h~FCMgQ0=DI!Yc&pYP1 z-N#r1mKtD9Q$^1fd=`TqCiTq4HY{sWGs9zDsq=e00MqiWi zt?a98JQycCyUPEC>FmCGbL(2)oA}BL1n*(gbO%L^sI61Wgyc{@6p@d z>%6w}bB9UE$xrn3#y@_(BP*K?kb&&nzI&ep-Rn}idpj}rCjHe|P;^?E?yti@1QmBX z|H&7sXfn}C{FX;yt#=ABFbe&$!uWV9$bT=j9Q%E>B;borbDl(cDWRVa_1`mF~-dh_^QCX@;GB3@D3m% zE&x|)!K26IJOH8aJf+fI*BRln=ZsWocabi|^`G+HH{J7c#ag!9#8 zYT!a;NHU+AqZ`SVs}R)=&bD*vV@MHe6v&_@c7#M~MlDuJ zT|ARRV7&A-lQa6AHCxau>*R2X7*M2Nlg29fa_`PuskXF`q^=CEkR4V{qWhwg51Fud zNIonxRud_}&!lPO3kuXfe`0uRFerj?oEohs!%;rKW#5(bKNr~eLXw!=s>Jm`cdQU& zY-$clf4v0ixTlZ-XyY@5L@@%KTfrl!ujnWF+UVNC!F>lecEHmiRtYr0a1NZ4re@Z@ zl?S9SA0K|VMNtgv`Gp?|C=Ki`EyT*6$M6V^jkUm2CXEfapSFTfFIx2B+2I9kl#hVz z988XEhhv9mN8k|7)>oz_7-q|iSB$BDOYoJz``UHlhOzcK5|r1=>XMGY!=iE&ENEX) zpOVsU`czwx=e^(2E!!Wb`UR@ufF7nh>t#wnE{0i=6Z%$EW;ixCVcOOnk$k_}nGB$C z#=lgZOmuYG;VH)Pqgttriq_R_k0GFd!?w!P_lc{nyBC6lu6r?2&?p{qJr@*$aCZ~Y z`j>*JF^Iqi1`kgD5fBTQyfG3#b4a`1?8+8!A3oIZzj>-)2Sw~ zkjHx#W22**dV2V8D_?aw32SR$;mE=qr)JnZbRL9k+BS})nVMA(&Te&kxs?JznyQ{@ z-5UUj$yB|IDKN>Sa$@AM($;13Ar!66mt z;Q>Pv7Mtq6I84aCv>JQs-@pH%Hc|fii2-ph2|Y+JjOe$d4}(wk{>Jb~pC9LuDT~=B zR>hwDq!wEu&FGMtOc!=&eaB|!$6i}vJ>6xXfp_n@PYJ?E`IssZ1V3t7OwQLrZ2PTd zYux}1_tQ}I;-WdI!v8uP1~ilR?l!3+WSwuyUs(f(vh&cPeY(12eklLlsjpunz*wg% z%ZHLn`T+^BG_SCPkGD|Qk6GV7va7F z$qt>8nG+X%qPBs|3EY~kJ6Pz=lB{X^^cQ4Wfa-X9+QU~?=JKPysVOI?>0-*}Z_Mo~ z|3ia-zdH*D2b!iqtwaY0Dk&mC{grkjYkPZp>*a>&zBw|ovdw|hm3F1(ME(jA^Z9De zjrwS8_tVLREPC7V`?!gxWayX>+gXFu5BoP^q(sx>RM*KG$j*NnBm(Eo?=+2(y|lCV z07A2k8aCifcnlW3EH4Zjr#W|K1O1MdnY_2eKYk28zm2bV@6H{w?}>K+3JTE#oV&z3 z+VRsF-M|+UFhRW)-3bbUrzTScYoJ_aFzgSa4FcnEt02e-8U^`EkY$AOkSuG(pJakc zkvgiZJuQm}R}7zPT8)qGMX{TS>loBx9#rboI}2Qi3y3 zT*0LnK$f`zI@sU!bfcDHYw%mcSnZbzN!iG=LmhP9q5%2i`*)r=sQ1w`fS^xT?TMCp zgDkfRHwNR&--t?j{^3g!Mhq$Bc>4N*K9LHVI+(6_-ou|r4_+lONIpsCEr2SI3|FLb zY$#6}Y&d2=-=`*JwuQBhjh(Ogj1s) zR5mvltY;o0CPE9EP96aV7|+E=aj%&D4bG6Pt8Z%@k_+~PzPYyum)ZS<=TtW zo@s)lM8uYJmNPJ|W%XiDuM)x!A7lcs`6|aK5>dpDD#oaOj4!CQ`H`s6#1@=bZxJu*EqAxdSR51|-oqkgL;W}=>?^`K7 zFp9wchnS79YA1BK;lJ>D9A*p9n7enA&JR+mP8jYJ2A<%V1dJ)$h|CUdf1^^lTE1c; zpeu2gy`qo>uGnweY120Fq+|OVwxkBRgREV<%Oty;7hC*-lL;|nZQYa8HIJBNjU6mE z21oY9q&ZM;O-suxqD@=FAhuAzB7R=ZyMvgi@d%_$T`W$B`OO*)XVSo^L%6BJqwPF8 z%IYrP`O~)!R=F*hSwMsr^hWn3&`Jr}{&xzpNQS4ITe;~j5Q#T*e4%>-VFYZI<@V0a zEWQWI{f#z#FGn=O@>R@+IWl5$+dExJ%?fxq%*%nxHQYN~KV{c{QwRJ#x0BLQp#QMdV)A;rarn63m z^7CWV-Tcj9p0v;&;Us`TSiV2mbHZH^ov+-r)z{=UZ#M?vs$)0q=4?ZCxWx9#MJ`A z{%>&+QR2_6d|}3bk7nvr|EVh5=hW`_kIJO8#7R`?m*&)r$e~b(!^tk#rt-z`9d4gKGM|aD@$< z{6wkyUve(qj)dNGNbxRq?w{s~_A32^G+$&8HUYOC%*;+z;mrssLR`^|pM?7UZ~7r( zuOj!mcX4t)ehddSy6juZvLKUx0V%+lhXvuVK@=2xw)BzDUgbwkpnxnd7yXOt1%mv4 zbG@`5Qs;qZX1+qiNyXw=1os5Pf{%igbHqX&-r#wX8`w9JK0zS9Jo51oud0e}eh9*R zfKMFV$=#<>nb^SCHqOJ@-*SjuyN-h2qY$4lf%-zUGo99RYy16kBq*WanVtp}oabn# zxM~&e^2A>MO`hMU#IZPf5Z#+I+fWf$=wqL(7kpU&BBmMoVs$L|T5$&6;Ak%-1kuL; zmg`=o$K~y^J(}b}UI5Z8NL}SVfKJ{$FyKa9liP2H)$2KhNKgs6Qin`7jfp$?d?ydi zEUNxDlm{C6uHgt}@alzh_4ELgIb}QZ#i}P)M)p}kT6VC$dMA%FVa`{Jf! zfG&|_2e{*iYg=sRYistzBqVtfvKiC8|1AsZ;@KpTGD6$FYAVN{>o+ioGU!|ck0 zhVH=io>Z{8GDoXCEiemNr-jT*%)D!x{_T%*9+R|c9Dd-Ko_f44CLs zG~HhKrFk-AN3+3rYr?Cq|MmKCU5t9Pse3PUiSrzFEi|$^193TfoJaJ{{!Pik7#^%gxj=R0(03 zEAnzPIZFl5BGlG{8AFSFp{QVUB<{}b9eT7vE{q<$MCiws_*9R{>jEvYHKY<-@AzkO z%p^iggJpw72VdY{S>gZo=^kWsnAjsjGkcRvc1(mLI1JPYKBIIo`JkvCPjx@*fv-K0 zKi&qhBjGH*)Pp5f1NQi|KulF~fc!;Z1WLW{l4aX#mjto~-aM@*Hkg(nA7m#Cgh_fk2WQ6zgM?-+hXkf3e4F zW<^LnIzsg~4PJIGL*^+@D0C=R8j|kQJSc;B?%gn<+fc(u>Cu-*q*n^W zUFQ6FP3B8~8pf?Tor~H*45!GPu`A`~Dg}{2=+J?}LsB+BWa}2f72`nz;^IxX(8U@l z5L6SUN>hYjEV!5T3UdTb7WDr$CsSR>qCwur9`Cb1MZfzto*^iJbl>Xl(M|rY;q#xN zx4_H;P2pjQy~hrmBCdK`-ww+stZ@aJ zQr6~QNHdaJo(^_q)|RTk=%|8ta<$NS0ejo)gZ56}mUu&A9Ae4rE?}BrWOji%Pj1mt z@?E`x|Bs(|R5i}Uy4ST&_a?R>K=e6^15i(c{hMJ*9=w0a0lg<~+k3rXG#3`VU!t6|X=|h20(9x83gJ zLsB5_=m{*}M&k+d8OwFX1t~t$j6QUB9;3c`+x!ptyrR&eq8iSRWqIqJAFUsFE0vq?qg^XNIhmsGnDkCQA$QdJ zG1Yt64$k0+j|}x$>=D6+?5tc{<&W~q`(Z;nrcSv(A+gAy56(F6Ab}nA$@d}`Bq(5E z$Xyv69W&E{It;Qnu%6;D%vWIN1@o>y^&=^hND>n|5IZ=R{@-;0nlU6J8}d4-D0(yMqr78{UlV{~t(I7bCAY!fppEwS2p zS->CgqCf0S6Yf^wJeG{j#tVGoYOH;VBx1sRRbyTm^P8pOhWinpJv0qZ((!0fe$o&1 zMZ)i7n-Mwl*OaL-aUI6=8y=53g1;5efAx0(0$kdZ(^JG&9Pu_@Ci#Cb=WFpoH@CH& zlLG=;o858j(!5;IMyx_Dyi&$fd9W@;q4whMgRV?E>&q7nylF(|ULx$h0z)S22*wK) zS&mlWKWJIcb@XNA!=mRF5nP6C5togT!km02A%Aktp3y9yCu25pET{|wmk#_46^{90 zqS1WcJoLNO#8&X1tu#-jSc!=jn|}WD#eJ@oa0T*)xc=fJXN<%5>x?EnS?OZ^MMt$l z=m*qCcCX=T>u9PDS2ZpZ&Wj1_?VL>l5w}2+@iOZ_-)HonP{l^sdIx;=A z#HjASty?VMv&&f7qRc&R=JcF>idlu9Dy^4eQ95h5UAWXU#-Q!gbg)j}@2!Xa9sRG? zi$uZ_w?m)ZV%~dI5hO5F^Mi=?{MV#VtAI&U*U+TQDq~37hS%OSGt-Mra<@+USl)6D zUjEiUhQ+)S%*FR_8*<@gHRsjbET9vHB-_eM5*pnki>5B5u3PoM(`%qOlrOh?wbZcB zM!#|htL_YZ7X})kp@&^k1l%vx5mIVyLP!(stM$^D!%82FSe*LD(jIZePi)&st2GC@ zXL*pX2i+w5@LsL!nSRw1o{K2q@z5P7zj~ZoSzQ!JQ|Dd6ds9WxuBz0kXv( z%4NysEyOY8X8mq^)92S-Y{p-=@K|C(1{EvcqgO#!yHy9Uw0YocYmqa|<$T$>sMYwmO=vuki#1ids87F~v!m^4SPQ~nF<>A>*>TWB4b`uD(cR##DdNGlT6{|2&f{ zFEPGtlLXy!cjw_WqOza@7O$31`~P~?MD`i(@_d^r{ZdQt zfXOH>dNB^F`|ZZ)-jm)>0-f=1>c1bxN&LRgY@2Lm*4emoPXwufObDLeNe^^s;tRi%Sq=$++z2SKb zSqUvHr?f!8?e`*k0%N<7yM!Lswv+Ya`*nYhxs`0JE((%b<*n}TP)us&5i^`$8;zrz zR*6}+I#bMgv34%QnAk(~1;&)hq)#*9k1hW>t-cs|&&N&X9$Bwl9h2_w(FT_0 zKcj~~JrU{RR~h=@{X_bd`0WXz!o0lRKQL?IG)i5eXi@31TXS7>izB(0-&8NtO+%iG zK3+>DkQz1;BH82J@%wXPw{|qhh^zYz$+(@eXQ^EG3-g!3BWd%N$MA1d4zI@0*A9U< zRK{WONuyV4gmc^@m{-}mmqkUltUeFB)w;jsjCJ<;Tt7rHmDwffIB?U?T-r7>MuyFv z8$bB!J@lI|8>5qSYZ^Goki=|0{A2mOb2%GPaT0U6M~NHqb{6X4$P?k}IGN+VEYpPo1e<)&wu=1JH4^C==*Q^M70}*IaBvo@7UJAZ^qg*ZRX4eQg-tgmP zI`zja(!TxI`uWd$)7L;(dC4h$vmJNlMSJqrnB5i=d-m668*7>Mv&A3T%ubX?tF*}Q zyvk%;pE5=N(BU7yJ0g#)y7ck8Y^lwRD;veE%NDgpx^;c|ue9mroGrQLAB568rH+?u zvdgIFK3x@~KJVbIukzx*&v6(AnP{3jtUIu+|I(+j8n<1MWvc%IcAvY>nxnc~@5j1T zCwDND>e^mzl1b^Z&E z0x9VoWr+_bOt5{B%e5|jV)}=YJ3VtZS@ZtsoO$j4v9L++nf))+&fo7*{V6CceDAiE z;gS~X4)Oi_%~^cr5AzR^&8r;jyd|f+S5AGezW$Gs?NK%3zO+x~^#`}<`z2pAm!Euo z`Ln1$3DVXQn|ao&mCB#fn7;I}&90qt)&-wAzVTQx)-djAnC~F+^1o}!W(MokFJ;dh zDrfP&Q!cdoyX=p;F!f^}jCPjq@D+6GxR^HS&t&gH!|xB--<(q^3@u>&_h;#@R^{}I z`8TgLZr}L(w(XlX4#guYj62ng_imD%e7Eq|^s@ToPv*Z0b=>VGTXNb?7M*D-ZQL<= zn}AaXqajF{L0j&`tsexf|0d{dt1V&VF5V|1k!-L@QZ0Cf-zC1EB2FBJ3ThWq)bvj` zN^i)Roo}#nZc4#Q?pHl2$}Iv(89tL_W7T?W&-83~IjuTfeVjUWU3ym` zUU=u_#pN4pOrk%uYxY@9>J@O}P;8-u*s>n?|{DvJ=9ITF)+xj?|(2qDwa56U_8cvC_gg@ z$lCqspT+2VbAC8o^Z^@82`0s)#6m3YeYlOldGLYLfv<#sRZ;ih2UzTH-p4AsAiM&C zcj!^+bJeo9^iQ8EL$x!Mxe4=dz=U~`byqis>Aq(It^Tc&-jc12RqHFl@w3_4M;+<& zKhHvc>pw+;ApfiHiP{~^1u{Mi1tVi)8qxaE5SqOcu;c45cv= zC=z5CnTJ?i@pr_(ziE6E%Oj;q(bLNBj|Y2xBNFMV^2UuNdn!_F4U`9f6TsGN@E^ z@m;Z>p}EMBK;GJbg=@+Z-Jt*9z9J&F?I%;2lJ1Lbd+)T6g*kRK)#OYd&}2%i9O2Hw z&^Eto4tctyJM;7lZ&GuY&nnOHA1Q{)>6d8lx&#}RQVyHW3HzTMCN75QU2X4#%G6qv z&KKS&K9Ax#%qn8?=4d~&AI#{YP-FazyS(>TpL!evd>;cJOJ|Kw@kxeahI;{j!^~eT zEiL(ELJlK;=T95zMy>PhrnO$4L-rL*Z+!g}vu7(OT*q#6KPo2&42{J#k1bwxl{MJf z;vLYUOAwdr@mR8|!*?WdS(XlypYrlpcOO7g{01ySt_#m{CvIh0bBA0~PsJ(Un;C0IWavrv~lemKSp>0m!lC*H&9{i3x}cILMG|=}K=s zJysoAXz>5!)o|rw`)4t6@zIG198|taOq#5}z_+)g1q}@}1S|Sdsu3Vamna?gbGMq& ze@3XKr8O}*S;UwQf+Y9Niy=YWhMesG|9TCfoare;?V*NHGAJ|DQyA-k!~y5QlLLQr zB2F9^1R3;Uh?CtJQw_rkcPsy9!l!zW62^HDhN?#>s{l^ktmi)NLL!D$g`rPS#2Vt5 z{Vo`109(PW*3}9|iw=ef9P~JZAwi|l)aD{Jcpef5cU}z_Bu(V!_{$Ol`Y0?gp}MLS zObhlJ#sxmAk<=w-)Oup!h@&0VkPLzt7SA9P*5UgPC=>9*UlN`ukzs}6EszeB__Bfj zT$7^7(3)tJL#w;m)h5I4*@aY?GCe&51D&WH3C7Fr*u2l5h1cGJAZ40eoa~>l$Kk`6 z1%!oo{5Ds|>^>Bt$%aDgPcw$3|sId#6cx<`YJNAlbSuA~jSV z1bJ9aNITW5pWMqgex=;{#nrH9+pSPy8a`Nm5;wOB2%@*fBS9CKuTijZdBf$jIab8M zp9+FR%x;=;{nz96%8J2V6OmM3$xl` zl;~ru*?+?Wmj;Q(~nA zp46imfrytHJnYSVs@~qBCnqOBW2Sc+&}R#_w!(Q`0~xL<`*ed=*uU!n`Sqb=vcErT zOy=sc9h-lZl6jNA#;bA+N9h?cx~3hj^oRnX&*%rx^NdUFU<;oK1j(b~26@^2HG(*1 zQNc~*NF>j6UjWrE{ewK}H~HEu=lHXpdEt1AGI7Gj;AhJr=Bu<}#}y-|6nj~gfR$1b&oVqxsSuukx-JvtT? zRGbK?P0z5%Fcvp|rvY9Z)XPb+B^xRw_79t4qB26_(!=Q5>YfBK-MOoK&= zzT@Zid zZf@K;V7p<{teX0pqh-FPhIN=rIZ9=?h3|o$v8cyZw3tPa%hU(bhk-xpY$?Fza1VLVL zmM+a4!@Jq0T4giJx}m&Z=A0u-AM*1b^l^1@2=BM!d;hl0?Ys+}>8MZ$0o#nFQ>KUB zAf;K5p!!$vu=KK0xS=uWI3CAoZ;gwox_UIk#xjIDCsgL@I#K6n-#gh*CiOcBBSCv> zD@7xyG#_xWTdgM)%}8CDe36k>e|0=yFz+P=T<3=scm<+Nt1;{boo<3>YpBnR^{FV4 zLkmV`uc+O5lX+hYCMOj(_4TTwU!YykWMG>kTJZKm!@omsU_X7o8APX~=$baBfqwt= zSGq|XI3`!oZCnQzv&wjxr)b+JS|U}oR- z>Xoh9_D`I1X`xiz*%ObJFdVB=kaJZ#Vn392uZ4Iql%cYfOf@##dpM$^@ofUT^)Kas z^X2P`Xdr_7su{M2J?O5w;ADmLZD2F1KkBp-ST>5k$@#cLN{>TI>hX<~RXAONNj3iM zr^>(NPYD`h*P%^`Y5#$4>*!pGsM;pT*m?ieXp{#aG2!_(Ns4|v)t7rTTZ zQKc0T*yISsYs}w+#2oBu%!Fr4!GiBn zn2<0{Jsu|~*ry6~l0N#dXF1szwly&#y#V3*a=HC&NcNjxC`C}spk&GikYNnq`9Y|7 zxGCxzN*EQsQC|{H1!qMy60l!2toJ*(y@8xaF}Ps#u#lfEV7s^D8e1`?WP58nMAcsW zK3HM-#vZ@Af2WKLs%fHDwaW7aAG3}qJIEg^M_u*%5V`%JKXCw}m>MHRv5sQI>-`9G zH~0_1$m1bmi^H(Pn7qD&jnTL?zS8xW%vf8>1hsGt_#HM;?A2VJB-}F`cdCq@w~7Rx zg|Yb64{%>EeUndEi+23*Q)ibl4p&^XmbkY9vp5pL$eAMurrCfTe+-bTLOtcC|R$u|mk5#ni+^ zlHWV1`pcK>0NTNX4WtPJNT!(ad385^-pl$-x4--s;pXn7MW9qm`V3X9Qa$>4yEx3{-fO1LxK-9kn~I$=cYYG0?!zm=AJrP7%Z zZ!g@Vm884y66;Jny&`aAjh$=dsz&JYh=~0DTqFP>IUGE4<^`u&^p`j3Le^j?1&95h zxb@DA$JOs_e=t)blRt^Crox%@jE9ocGESN>b_yQ^*picv_lDbc3ogWQEvxc;8j|r#rK;kA(ly*Oo4F*^cpGIBWNO z$QjwMt3|p~t&}z-M`brmc9XskEE;?@pJ&;(*BbfVHc`t6D*FOLE#Q`&U`)_x1CA>y*ma$B@I;#1n{Sc4uz)GaPuS z0X4n5tsYh&hBICC8!y^@Md((oP8yHLl}qjVx^b0W0b_7uT_`hUnUS);@OgYZZbJpb z@?e||V)IYbG65O34W|h$`|dS!#j>^SHhA2eIQC3@hVCzDZ*c?t?qhy~lM)X4c{4F+ z#Z#C~1gk!wOIHUD2b$v5@9QaPEH{75=wFb z(DOFr6wY${K;epSx7UmTaEU}N9lP)Egu>6?QLv}U1$xDAFKF}l0|{-*z*~l|?PqVF zT?#Zk_L00B5Oq|WoCDI5GznLFjPYVEQHlgT7|^=L$rd$Kg*i;lC#7K}PUsc%l{jX~ zM16Eck$7a~W}%BR?T)@4-JIY2hYwj^P<8EMok-p)1gV6&tO&%BSAvdis_40T8Bu+G zp26zhZ_pnLV41Gy{1`OD(!cHi(y+~sZ)$e)34t_L2VJpoA%hqV!B-j1#meDhRfWh8 zEWVEHujpZ6;c2;aDRn$m3cx&YzI{Qh@qk6c6HLk{^$jVjB7 zH!LVB9fbC{-y9*Q&f8aHjI1XCz&@?d5A39DFfAQyK=SAszu&GIl*l6lqCC0ct!I<3 zsJ~me1(e4dxUmsVk48~8^p#&}-#hCN6;3XV({aLoemR||B~A^Ie+uLzsVK_7Y0@yS z-;R{1YYoYWqsUMOU@SdiKD?p#fi4j4ZQxlvQlcWZX)AL7B_=4uZb1E72&wl_k}i-; zipWIuBe54--sT<`Y8%m^1~7dX9XbvwwMirHedTFADF!MXr}aX;i*}h`))mQDdcKw9 z7BeLmf2yWNZ{Y#jM21!B^k}X*6Q^a(A(p z;%rylgP8SP^3J=EM?U+IEAJE@OTB_q1?UEbD=pdpjfdWIXknJZosl+M|BQ&6rCY+3 zzzHP{#*`v7$s7?2^ojO_@aR=p=Dn=r$_WS37Ao}dP%UA#LEo=a)ZEm|!b}&RRh*ia zzik%?+X$|4nmXs%krUj&Q64XkSCWmF$QkiGysCxht#o;bfhUrOuJoZR6$L?~vmNHP zzc(M!W@}n7DS9DHvF+OH<3iBMqy%OPk5)Yg`vnPTg6_h24z9kH)qZ-v3i1!*VeLsqqS5Ori-5Y+}zH4vsR0EXh#dHM?0cXx;$RrNb@%LCFT+RmB@ap&wafGC|87n zGSUG5I%2H50Wvlm?*2f==E@!_tPUM9?xfGaaBt?=X=KUrL288;c^SLlPMw9nfxjVO zO0^(eQ2*%uybKfd2u%PpsN;K&H91aL5gdy3Vq!6Rr6=BgTT>4mX+=HqPyj9ME~E^G%n2NCtif{LHlsPf%DKBZ7 zvvu_nWg%Pe%ab=iy3%<|Z5hZRhS_lh&BV}H%dgGO8RSYrYO*GU?r1lWiXuGB?H*S@ z2w+H4QwK8_d;4l4eT4EJu7^AHPhyz_@Seb4?-A02A9}Bl$0%t(k$rkQP_aJ^p*Pl)2 zgD%0ZJ&x0EiDj{U??9Lyq@5RoF>-$%#4?k*cV_#^>75ACB^35nwubg%lcN@ztLNQ> zUi-~aKqkM~Dg$VH@(X+XQvge}@D609`zh-U+l#P4Tw@<$k}EO>IsSC65*m76SP66s z2`sOtS@5?~S0z(;RM{c3`>rtO2haqOiLYVPiILP%uh7j=svoPMZv-d^mRuN}D7$(A zP`r<%y+DbaTKNFQ+ZzX-DIy}S(nP;W^HkSsl-dzW6J{r=YwTh6SkJD$y>wLLFl+!J6PjqS8!;6zEj3|b$cZAq zC3&$Md35*)ZC|$kS0nQxreuTW{$+_lD6q94u%)Dz35EGUgP^mePy8tk2 zry4sLIE%)$?%OB^G9@R}&!_SS)aW0m3e+~re)JDLE5(Ig-B8@91V3side(?|QG-m8>{u^+q!V;w1>>l`jDP~xZr z6ecQNcm-MLHeSW@!r$TvxAZasn5OhPg7XVcxvQ0+_xjMQnQCj^KPUM)f&gnW=@9Bo zIKQ9_EH77P?9-3mgFwqPaUjDa%Xakjv62-?@tSoY6F=3GDCDY`$@HRMOClpPv$U$J zq_i{&z_&^4`u;%j=%U>8^C*;X-ZtZq%(*t$O^oG%C?^Cuh#(ZQC5UArK3@M;=Qz?C zHuoH|#t)!Vj;Ey6T7>g1*|n}6COfL?dMa1ll3;mcB+J{;g5`?Fu{d=eci_mh&%Ypt z+sLR|(xp9;4{aE9X3xKv7k-H>oY<|^ad14Ia|RsyAiwycOAoZjbM&rba2Npk|&07D)<1Pp12Ap1dv<%gHU=3^;A)%#Gh zQpsVc)ndpm46|||P~n}+s~K6FZcu3qwd}77Si$?RyBPpve_ntF@*DX^Xn%BOY~2GO zzF5F= zVCjq{!WW}MLHwu+#Fs-mN~lT>W=?!yFl6hwkr^Qn;gXVq@2&tlT3xe=5vBx{HF2=d zs~tNNwJo0R9#aZYo8U@u0}!%QZEKP^^n_RHF8F*+P-*%whPH$$dBPU}kZ%Z!m}|XL z);eAp_0LkbxO?ZVkj@3wAe=nx;WU^qZ_6C4k5Nm^}@G zNCRkVWZ{hEj-cRnC^r{~%|}3!RS(>{$`fl{6b_!(1+UA^yU-0Xu|bj1LP28xc!G00Wpd$4c3EE#aFp9IPA-jCYJrO{#|#!UjM=qdpA3%~5f5V9M11eBU& zXTb7W3!$ou*l%eAc1_R;4jqO*cPJM8ju-@$Z5Y8^%iadks-B-vSVRzw;;D^Os@}B;`b_yyQ*ZX$7Jl$0I8pWDZGj@82Kv|~IrNlB(IJ8mr0vAiS5=0H z``o$)(%;SS?O-{N%|+Uz#m5oyV^XvzA(j#2g|@nCP>Dw{q%7dS)nc5S*K5ueGpmCy zgcL4pEhOf59^;Xgtrw+&Ri>rAVSUJI*DA~EFL)JHNehms@VzV9%Rha0;sy=|Me4p7 z7)%fEwE)dQ#bT9yxQmlXg-2r}BTto-urdC_6DV6)SS+5T^1qq3e3NSFBrkucys>=p zCTovp+U%1@e$9|f-;~xpo$^VB9peo?Ignrz_Ax2H8lKQcmOb5H%yT@bwgxD<3M*$v zxc{Q5@bkb;j;1rqfaAfPmQR&L?5gDf+x9E(tpOA}f%RUq{e$+_p;#~ZQz>B)D?rD#?$rF+W(gyywf`0)*r09T z)dOZR#wAxj^jirdr6s9VeN3?m-J0L zHJ_x;7LEhgk}vp7YY_T6^7U-UQZK#ted=LA$$%FDzr7{RB3}4lr;9YGG_s&>nB~-T zuC+6%?;*Bg zU$Uf$&rciIJvNI3y-=8$)tklF{`6uWi3PODpTFFHO>5DDVQ~MY!OHp0y9N|PEOR^OkCX_(>n2hsC#S!y zI!C;ohz^HjxzC1UUZm0n1$Wck{b&pHCRph@#g(v|tgVP?!27TLM+u+xK@8rzdg>qJGi}KC49Xc zvGeEpn3e9wuH~zrzQ&pc52AP^$msL&RXBEDhXSx1CL=PCz-8Qk%gvG2y{mouX$Bde zuCXL7NzxOK{FWN(sySpr1z`bhBmYeRXNG$O0BcLtJu^7TnMq{#8H-<}PieVo=re~g zR<;TlJb9~oRJZ*0Lc>5}?qje_1FtG~AHYz?_5Yfahllt~(W7DlQv`bhEs%xzJ}Tp@ z3sYLHyHl6-n(|o<96VuH=G#Qy(u)_GIk?juXR4{)t;HoIya1{i+q(Meo*RV$R0O#x zKB@f!1c~;s2ObZSdc8M$S-uv@Vyszo&n|HsKzkb*-Ib|e$M#?NqDWQb82NI znU&ZBWu(jPNXI`LQ&s%tcvT%OHc|b%jo*%k!^oP1&5r$1Q5@t(X|DxDXaruE`0Nyc z*dZlqkcA`e$#F!ASi6ITJ7_%Ub~cznD_f@CMrJty*06YjIn6Qanins~;obkYSC&W-MA{}72KXDeJ z!uC%zy6!2|fA}&AjCQ*GpKi7(}m&$493#>Gcg|p`wYkcnT0|;zyqE z=js*Rr#nQ3WM`K}pfuoW1W)Aa8$C+CABlxTDW~nB+=Rfr|A#6T4hy*NOPDdt0`>}h zhMFg2Q9^=F9z%dbAG;It^j*&MgYLlQgsHyXD3lKT49*|ULC6H)7;CS{Y^yp4ihoxX zCZ?valErx{e?i#jF0eePMydvnGUT=`akGfaF&Q-gK_62L-u*KLIqUikKG;6SU4eE4XmF2S0{C`g6A+!2LjZei%Aa942-r^{>-E z-Q^=!)ay(;g}ljuw;V3DN@8L1|LHgol)>_1^->%qJh~ET!)y*10s}x=&iNP5QQAPZ zp-`>$=R6vqgn(i=Ks?#Xcu0;&X5=bw5GfQ03OzjMIcVJQ1yo^bFaLQK@&|P(4#Ue^ z`d~!`ReZdFbQ}uIIwY7i7YAe={T#wh`&WQ~MjC}*r!D8?l@q49K@|G1p%BnNBoyNH zo0DYWT~p2w&rp~!Y-l}tvY(4;x4n7SdI;dIqIAHg zrO+dZ!3z@q84R0)o#MZ~;#NPdVv04fT3XaSXn=+nhX#GxY~nuAg{`q;RF zf5vy?*Z{p60?G~%!Hlqnk`EwAgKVHt@&`QmZkbQ{fVmO@$w@JWMmXV9*J}@;hx(|@ zSUKWrMVL358CE+(0kmF*R4%cf#_$eT#J#w6cKK&%p3kLveGiF8st52J+xKU_QX=IzhGg10@(_A<_LPd53Ezxhu({vU7lm z&h+)Z5pEE_U#ZWD3C|%oqwh~K<8b_N-%`49%VTEYij_P9lro0AZn#s>V-UBjo(%UM zBLnQ~WYF)LkpZN1ZApYj`=1^bgs-V+&(qBG0Gu5L7xrB&T|BTS5jGmC-3gsIwl88| z_UziPE}?`~DzBV!UX@^%Jm9IcoLKDs4>cz)CN?rMqPx1x0oiH>csK_D3e>wSe~nOa zw}Nhd_X1;mCOvpTIGuJ#yyoWg%gZ3-<N9q=>$&d^Hq!zfbv)dWKuB8T4oY7-V3@E(pd%;jIXG z@mJsCq23WhoW&-;H{cprGKsMR*eRSIE{T8xPn3qLp5ot5;(i9gEYCzbQF)33@Z0y9 z3{_z0{eZ{*&)2dE+rnav{13oNe@ZHDPhZrt+Kzq-H0#U5K^NHk=`Y}u$saQRFNyw& zNRs{~$@_-@#W4Awfg4yA09h-g_E-ax*Gt~2v@Kv?EWQsVBL4~~|KGos{kC0w1d~3n z1}JBw!C;v<9Uaj%Q5t?7sCfloaY6oErQq|$RGBKX#Dpd6Gwd@Aamd~bIiQ8RxW7uD zn7|%>hZ)DUtPI#axe|a@|I(Iy<)=@EL$6iR|1Wf<4YsRbwDeb3`sAp(rG@MSzk%da zxUEQjFwY@l36pnG`&rB+S8_qOBvDgUuWuuM4qi6~KK6WaP_=2T9d-L2p!afga}zju zU|8{gLs+YEu~$AJL$!^CPt&}oh0;T-pn1^i(p45Xj9BF?6~~^Lu8|n=RAx(nKaCAw zonkIJxEDdSRH5RGX+OWnG-6ow*9NQKhv>1kXZTSB209{Rgo3Vm9G`Kn?5biyc2jAYQ`&vE+ZrpNUKen-~Ld16TrZX2d7ofqYZ*blBZhG}WAfIGQbF|pw>@cHoMaT2IrV;cT-(nwgoYP1vD9>vAo1Nd2^DBULW66nvLOI9Iy`#>ug{Q=)W z%)?*EiF%^;GmcWF8~AZ}E4&fD_OPRIo+XW_jVzexn(Ew)qGtp51^GfOB+o#gWu-mW zlRJ;?lflU~<$${u+63I!H8@%Wu3vP=io+RtOwx2FHG(7N;}NS7?i*f3rEmZ$s*+v2 zYKNPFKecp>zEq6isCOm>*L>Kg9e|HIyM~ee#BEbuCQq{-^5jL{vGQ+G_u!IqO8 zqe-mp<9}QVdPCJ8iZUfblPn52b}^u0(Od0C(BVE*F>3sK)wr(XezVu9H(C^(i4x%M z8ROSfEz{7T&@b9148u0)sn=`4!%QT&($UQ_?k&w{xO^?ygghVjz3OX;+!695Z@TS4*0dop;_st z6YLIJ`3}y(rv@WG0L{`KDj+C8a(os1 zcm;TI7b+9w170i3@M~!QOLx{w8^7m~##Q~{aBm#rBDVxtBvUe%d{pmHe$E`}xM>D}JCGZ`>=_97Xl>>i+d; zhwM0oo$lW|t?jn9bk&5*F`ryD)o7Xp2~;MGf6uDzEuGSN_`r8HqDo8(-uYKR-*fLt zW6U6RM=M88Qz;bC^R3Lr9|rE!k<&h|=st<7zMuOQb-9Qt&2ukj!IZVSO0mly4zrYB zQ|(?4#ZOs~kZi(!f<>$jQhll|g{K4fcC9j>*WI=fXUFH#zGIE@K2}8F6c#)p+k)L? zpBO`(=Q6iBz%E)*D*A8BMf1Uz*k@P_D#Pxa*T1sV&Lh%GP3rNNQx|h=!wmhB>CviR zBM01p5O_wQMYWz%oqLB(#`^s=yU_cCS2M&P*%xwuW*t0}Woc@sI&9Me%RzV~iksG9 zkC%=2T1Jnz3HwmyC_5B+xF<>ia_hOPew4AuSaHSh_3reqjSEK<&8TM_?(GNrD@%m! ztEG*LV?=+i4o2>S4o!dT4)8Y3^Hd6`O%N5b+nf0NG_4d{P_X2ID*R-wR+@DgE1*34 z1liIZLQrH7#v06em#M2)Cy@tQxk3qnA>GFa9C70X?{UHCkot`#S}JJJQgj0y*$(tc z;FBIBr+7+*$TLmZ2c@;D34`Z?I1OxV7spzz`)b-lv!?@CSDiBU*(*nFp}2i1v9_U1 zyP5XcHfJYyy|++>LX?6NA&b!u!cOSi;t(H4j?Mf0xN}w2 zxzl|8LUxIB|7cHv#?KXimWKieV6yI2hAS0sR_*k7mZ zT>O0e`CXx#STuEv8nIThO7{&xXK^akUI`5k((=7-ysh+sOU`uF;|tr>u}4>BtP2H} zWY;ZkZd?*-b3<&t>z6Jpr>L|i`jL0F{w$>)KNx!UUYYIC@+Ta0C{&Y`dIT>p*N{6~}w#B#;PC9^iZMXstx zT5_p(*8fhsdzy}c5?QWE-uQ#SH+_#Ssr%t}TGp<=ro{InYuu?VJr^#s6I?)+CP5X(!J``d#PBW(%CRz|k${U*JqSK)Ltq3tMQglw0S0lVyHD5z^5V3J6ju0#v z>g6{z*M((QwgKj{nlPt?UN*2@Sr}luq}pdnt=m}+b@U`Za%QZ;xT11%JYfT=XDa`& z6tGrIcQ#NWcYFR)L{EO`aT^_xmi=0JtFM@Q-b#Mg!gQlRlaYuS!A~Q9qu<6VqzC>o z0`T708q+6z(F{7Q_PW>gJmSTmp=ZT$Pl*o#@WV7-`%)r5{1J~hb;oT>J#KPMxFs8H zix@f~{QOS$kQ(fqnmpfj%m4MnopoYqs~j#JugF)eJvJR+hz^675S*x4awZikXgvvW z9WwQQFER|Ne+8Z(NN={`qvp^=M+p!c0NZ!8w z=N)mU7+$~v%{_+(y}-5G15$F^lw0Y+f^+urc}vM&+b{SUzwZuCT+w@^T|M%F2zmzJP$K zko0kI-kq>^c*1&Lhp|6TwYJ{0RO6ra_Tz-A-2C8{UkiL3=F3gwOkCYR`MuvWL&c*7 z?0|%XhALW#^}42Sx(e7;vNhsMVX5}n_+C@lx-gc`ykiTq)UpWOC^GOJk@5I#sxg0F z$!tzi9WW*us?g`)^GONeVZRUpYBE`;iU08xhs6F|5xqsk8eWru@tPtBN zZabHZxY%8o)q_yeS2jU}=M>A|9A1CLpB_a-d!)xL&G}gxLgl*XRo1JhlbH1vyoJI? z;=y(-)0CGwAK4#fD$?+WCB;>#QQoot^wm;ZD^J}w(j=W-R8FPJAPmd(Aa=wDGew9J zT8&*GuV38t&klQ`lgOq7yHa~^nIfQtz}czOINJjsRp?OPXb6+ev&~PsyVDyQq>HIn6y*9NW3C;?{{4imVmnTq`qjh34)j|Jx6Zn0_iu0Ntje3|W}h|B zY5yST1jYB8rWlCmIaoa~gK2U+9QK#%Xsg?&+qH`q?;L z?v9b>0Hkhu-9N+K++~zKb5B=&!okfI#{S)3UyT>K<{}tBTbMp z`c9Ff?zSo7*H%)w*6EL$5mcyW7X9v35!uxC20g8}tHfiHM^cdobVm{g1Rf%@IDh{$ zkut<*Cjn4W^&qQH+o|xfduQCvovAdP_G#9&4vijb`MKt83VHuI&hj3z8#le=hW(Cf01~K$DIVCb_Ck% zq9<~JI_!>WO1ZO)hiEPRNMBb)PB^~YZ1PR~tFy+2I6gR}%Alb0SM%m5W2UN}v6G{y zv32^Wvm)ysC6VMEn8)OhH~W9f!T-;*Exm|~yMi7#2V>VC58xlDF(4}1%9UW)U;i6q C&7a%tO+h-+o670BO=f7im(Y zmjD9NdvABg?>qP0`|Fl}XRVX9G%Ly8Z<(2Q=9y<^6ZJq>otlD`0t5n4Yic0$K_Cbm z1Olg#kpSO>Qb*+gZ$#dAH6M`yuOKpeH1L_+Q^V971fsPe`~!bc&U*p^T?1(%?mR-i zTc7er8aRx1Yq!T}iD)wi1$6 z`GKGPmkq5OylbzRP)~9?)H9>{1{jlp(ItnQH$nRE>4&-Ov%DLbf03loJ51H6c)a%s zxJwU%C3@DRp(jbc5f}Sy`1usCekwGlWdJ=MxRMIoixAk82PHhFJR_;TlD5#VROKZK zOoT~u=;h6|xQ}QDr$R$NdxgH{%3S>@Fu?!@yUKV-PPo>tS8An-K3*|>O<0z_lF?Ic zM{$f$)Q@Vc)*peiSGW>f@x#gqVv{iH!#Kx`&swQF_!qPTjiHy0FRn^GWuWKNM$0>Q z_AYgArVV-pl_bozT}-ZVr@PUQwQpWVxhBW;rO(`Qng|TNI6Hn9a|5Y1_F>xrrfQO-EEzhOX6DY$v&MTGX*0L-=8r77T4K&? z#?-|pPR`|)zPkp6oX5+u&75uvXq>|8_gRe|N{!FJKxPqBVqkZogJv_$TxcrDM`x{( z=u3Wnew5HXg~c>GJV!n#s%It=~90nWKC&(m+wf*!tXSAPH$}*b{r^ z->qQ|TC%?PDo>^ha%=dUvA}^YM7C`n378v?uDezp7pX#c1;UkUVVfV-(z3BhG)c7w z7WMUCd$0O3g2|7#*WGq14yT2Rhoa9Ebq0lh;cdL4(FW={<#5{Tu!)QDK3L>7o`$Y;^ zIbxuDJwIKf^x`TdcS;qA#>ahz;%sj6qO&Gc2wT-<$NyCNCgss+jTOlmxy)6eLMGYU zx{rSU{{6_<7>af5VPz7t)K1`3bRKN~{v$ax)xgqn!|e~SRN0?ya5~|x20q*4Yww{c zIofeZ;WRSDssZLcJ$ys2gD$C~bT~a@eoPbj@u9i7){`eUfKii^laVY1fbuLoGth-C zx_*dW`tnBabEyZ++a_3_oX=f$fi@JwbY)HkLUF88(Y=}Sx6O1`J91b!$ubn4A{|~9v0SV!jbq1i?F+~MfHHoVd`INTRJ|dO& z=o-Y8+N*sKCtL~vjN7!==ekj=D}|9x1>I=pLIdI64*y%H8`oT~t|j!A6@~TV6!09b zoT&$*3ETt&_z~0l)f;Q-TGbYf)*+U*Rc(oY_}Lgf+9W>M{jVpfW0xxDMAFHtmMh+5 zI_ma!^~O`-eG19OO|02y6GVVfOa%;E{2GZb$oEJO+V6iMb(&g_Gn9Btr9jG_AXgm? zV1m!jhhYA+83~J$!gt68iQ-!qKbgj6PH%t30p@_VM?K<)D~5UD?z$p3hkJLZaWSJ< zE9?dDJn9f7dLtfCJVG2HNS9bSia-vQ64|p$Gi!sfpjEB`4j1ZWa(0@!IoDcwPeTe@ zIzVAme;nXt%pYLlhfq?vQ!A(fQ8M@(+rT{|KOqScvy<4Fo)c!pbwr${Yc##IxvuYi|^nckf@dSey#R2Y1Gvnlv|&BBE!j^G^u z^CwDr?T4yGb%g!a+*mb#4@;9eqoS24ypos0CAlcE+AG?Yk3and?#x{3C>N9y zgzA{14t)Y4l5lzf=e$X`(Uq}sP2P1n4PxCVFtG+mawwJ{Nno-exslpP5lWDUOqDt~ zL>1$nOTcXnr>o2)I{clylleM=FVut*RNk~ThTC3 z?A2T0U%v`wa|2e;sRZmU4?8F^g|f8i%7Zj{EKcK`@d|g(?^?o>3+*$33)^E^?md3Y z0rK(jiDi*c>jX?uBOI8i3&nxrz<#Ki?e!9sKpEo93RUf?hQrJH7fORALe7vYtE+4x z1tld;XGhygsyx8@GV9*$iRy#W{#rcy89~iPXGTDl{Xih-)Oz)*f49n{i*OX>c;T8? z6$2zyRaN6s7#SIF1?)Lz!wHMky^p{=c=+&+g9C3{TN{Xhnc2Y9R8v*;RbL_?J^NH- zAMa4&TZnzzjZr7FM~@!ebpCbizLr+Hg1H6z{G`@q+w%RY&yG^kcqlYi_Q6+QNp|nfPkmot@hB3=K8e$0}Oe< zH_9MlTq3zEy~SZD;Q9+HTxPQ`W8XbD0Tw|wD-HAiU2{Q?^z=oy%^aad zsrC(BcBjQU8K5n$tdJACiwi&Gj^^JfHqmNO!*ToOUtp=?+004Pis6|l`92%W)|tjt z;7T8NQge-`nLb?G`06|Bs8EQQO|TJbnAfdgktQ?u|7K28B)=-%!n8zD-{qT)fSc z$t}DgGmOP#Dk&+9;=R~bZaMA9cvWPnoyhf?vuA0Nk3vDE9i|9klEv+Xv|E|Fj5 z{1*Pa!d6+)+(0<6PqolO*e<_{8&0QRC-!Hm3p&j7za#v+4W_=|ao`O)=6&a%%ge7A*gSJd zBV;VySPyKkIO;acp9@J+0Gs&%S_wbWi ze~tH&TG!96uH})E?1J}|6EyDijH2~JX6hFw##fc6)u!JCihgrjeR>FN;mO0tk97b) z^T|QTs1WTkVUj7&?L%DLqL%aRc}h|H(`R)Famnc~f@g2PbQ^(WOu7Tunr+&ggs9Q> zHt5j$UP!%$S|zA~w76NVlZX+b3_b*hqDL21t<_zT9yxUHb8~YeFc^#uXW_pDE7>H0 z|7$T#aV^b8Ep6rG09}%IFRF(wUH<`asG&rS+$jCK746cn&HQvO)Gq2`H1#;(J%=Zi zr=pSAA9JVUXReYzDV8qu@x=J2crsyfQ_4rOr>D?-57-z;f%07#qYC9XSmp{+ysaZa zt1s)O7d+_X277?O*>-|a{(i5#&6M0fv2I&_{N&gG>TPYnb%406MXnLsr0S~ptubhO zvh)T>l)mMVw=NQ*oO*S68IRLFr1IOK_1s9fHgqCRqm`8fjj*}rn`bK`Fs~ThLSG+f zUhsoI8y9lgbi8zLrXeM#&}!4~IUw9=&C2&}$oEj`f{iPMg@Lz)SxixHEUcn= zuX!X{WMhz%G<%-zq}ZSN{IXSnwjz?*HhHhyi8woeq}48}Kf(Te$T@yCvgrQmZ{wCR zrwOtQp^|U9#jh+=|5=BGSi{edrW4b;zfBDo#?7Ex6}S)iR6L9%RAC*QFJ!%~CuL;j zsj4pmYJ-2?_*LexdkO^kPQ1OIcfUF4i1@H)MGU z&Wm(6_-qEWg!9l~abY+8wDe@2%4risnth$9oY+3r5#*`qtC3Uu9NgOBU^ z0<+64**{m1OC0|+dJFi~;trTSSaN6xm!#KxIAflT;f@bWmpG5t1)xVJU82In2cQlv z+H$9sPYKO)ZPF`_N1ka?T?7xwV|4@8DIsEJGL=~4J^LXNU*7jVr#0fDH+`OHX@Jv|mqNcC+H4Nn_$;-%_51^1d^| z+|M#6G&kFAB!DmgDg=i>m_SmvKGAuNjFpwAUkeJrCgqOQ!KVifYon##o(z(N0bB=g zde5nD-6%3^GIeV52&FVMl+K^-m2X+jYnizqsSiBm_&{K^AgL39w|-;jSYqPHOplOIGD83n!sEd0gYKLJM z4f4J!L9(&}SToznL_sR=jhW!3e|jkbWcn#g$)up2-mCDEXv^yT)oLEsV@dp-rGuNP zw=^ky{(?f!3wU`#k7ImX*T?8Z>ls3hn*J$mqFM)`>sy@1gY8M`-QR|FWqTD%DREOi zUm-HKB#&Wg`rGf>!IARXB1Cp*=%@_VO&R;ltn zJtmMbbKXmrn58J9X<9SzZ!?3yX87brpkX6q6~2h_nDX9U*aQi&3%XmiY+8B(*K@mt z*$S7RXBLW?v%RX!X;g9`F9)~+1^`{0qVjv!6;TOT%(@?VL^ib+W!h_Z@10LJbc1q2 z&*?6Qm6az;lKtzAsoBa2>n4cIhRjv@VLD8PN99Tpa5!dw1%nHHe@ykBL#+Mqu7&oe zR;co@spjFvt}#9fExZX{WsZ$R*fdw2wt7`GLu2y?w_A=*iKXZ1I@Y&{ASJX_oxpYj zjSREUBVT6h&7X3VnH?n1rP3$rzqwE>xK*4Wtu2Pi(89GseX%d{1x;C^bnuA@rp!I_ zpNzlz%Z_M^q}cB@{jBgira@>A};uw+y9K0PQX|O$Sb}OP`-K)gLxTP=}}k zOztw~tLEk~Xhx2CpXhbk$zh~ACn`ZHd_e!p7pwzt6Wi?*g3fcy__`Z}nni0zUj~#r zHidzu_xx}mEqzwje`i}?H41H?eCGu|KMx>R3ng6qW!JtJ@ZPwu0i64U)TkeKaG_Y; zJT5zqM~$wFaJt`|fw-akt&Ljjl&|N2<^z3*o-#Em?4JybDHKOLjBwmIFz1?9PU44q zHsg}WU7d`^#p?M&F#_;_sjJ*U&AJt5c$ZSl znQtKH{NRPLRfX0>rRUH??1<&ofY#INfVP2*KQYk+ECIkUqN}Tuv>+#dx!S;Oo7^4X zLNdt=E|l`pav-nOZAb8414VMtoNm&V)GvBi07_;DOdor9B?gznH%tlAgPz*8b#FjV zzAIGz$q$Ff>^)dj-Z|Sf61;f-0tg1XI{#b-0#a(NN(Vw*h(F76y z;`g|dsP1=9GEGv&s)iF=Xv%qjL_|FMKM5Qe7nt7iOYP%iH%p&l+Nhm0jb;i8e45?+ z%HfD((Z^4Jn!xaOt#IkD#z7H!+2V3pnnlAkiT?N=;cj;YcAD^4{ zWbA>$-C64de?b=qq`&08Ck_QzhZ!(HTnDO+IXW$w*>Ujjntcm1&_yLESL$zP2SI8# z-8Fws*8H=SS-`%VG}nA-&6z;cp6&?{Y0AJt3D11*Kmd8iNaj0e$(%pWSU#K%EDAa+ zt~JAmTU`dj;VeyVaPg@cB{|z;j^6zZoW*;(>ZzLgq}|bTKm>HD&3CWL(kY!%ZG7*N zE2Ft;t@(2)o8V?NLI97U@G3KFnP!i|T#50^GxtLhHRuv-g?WeWgS{$`h*?EA0Go&@ z@x$gt2O5_bo{Q;QpZVCYz_woj`;*0TW1-TLw1`WxL5a`nq{Oy7jXTTlJBx z3w6!5T7l|7UIOn8tI&V4Jih)WN<-M(#(QvWv!zs3y1$s??6?m=1LH2U{puf##kBNO zL|j4w0SueP74_pLUTO)Bxg|ZrE?V17hXGK`hsL%x&k45>bv`(z_DlmI=~Zk0EuLd` zr%U8|{+BSolbXA4%L@W&#-qP}Ab9#$Zzs0L^lMrJABinIQ8N#t(0`bC;cy)Rfv^ns z@CXtYmM3F$z4CpVUx1^huEYy>c*!>zBgw$#C|nj54mlcW6lRgV402&PKHof#zmMR# z{l@@Kx5q5KE+F5Rpu!W#z<_&6j`iYx7g$^o`_3nYFok_%kT!zp{V=WO-8(2BGdE}K zoD%>O42^(oSt{|tSu40Tg#@rPg>1LYVl-lyJlk19)Oq2U`m?JIt5p+W`#3#Z3{L4H zf_p4im9l!CMhnraK+hTUYZDCwVq>@n+{xNuVrpkKCY1OlI1PM8w%4>+pAKe!rPIn! zm&zo9@0DMd>|t>lJ)b#iCv2@u4<7ZS-UN;*%9D1KPkmp7x-p6fy8RJINQXWWPX5zb&-^Qe~slUJM!otE0 z+6Ut1F-$kTJ_0)r`97t5Y~T0^sJoQ>2cocvn3vkBT1@a^sA9FPr;tQprwY?f;u|=+ zL}}c2bjSU$w{PFF-oJl;fHTcLA&zaGp@%zR)S;EE5uiM_jsLH3gYF3|{f~IA_7L$^ znr_=c9t4lOh*%2X|pEm8c<-hIa$iGWx6nFqvSH{h79 zJe64y&{E3^ohIl@Jc$mL$na!}l{1(jg8Bu$ZrGE-vv>^z&#nMq4j+b#W=lKpzwQ;y zuV@Ko@WThtgv%#fCD`tGZ#AXF*6l?9TLukawNJ2Pj$5tt4~$4U*r6p)-=(0*UR(Jf z5OZ{vUy(g;rGzc((l`|Ze&y=0T|3^na2v-Z-xwBrw%0$5swnL4`k@Ng0blnart{I9 zVjr;5`@*-=^2*LBI)qL)8o+DzQ(9Ilq^5m)3S_(mn;~3(^*ty2&blx0QATVJt*-G(qt_UrzP#g3>w& zQAh}=0rxc{+P)B=snlc!|Hl7^+R{60JYF>NsmN)48drCil~>CQ>!bh(LUqt4RgM-5UD+8~ni7xFhYBojxX3JCmYzodgIx5>5f% z17V4=1geGtNi<58M$1n8{5dBj!t|2=nhf zcBg!|Hzjt+Sx^nuNvOtH7qmB`7QEagW@@GZc1=}37ke`xD$}H^{#WTIUheY~Q_UmO za(!O`V0-`;FGppDYv%M_>h=1N0wj}WdjBVNgGY~soJ}7-gnd#^&|UVD_bKb#4mgas zM}rzGHwcgcs8xVGHZ3ju1_S#trvPHjr zh*PRTn0EW*&;1wEj1wh zqLKT7Nd!aB;(xy6XKfPi1xhP#DefTX77vEHU-a&?z^sId|3@zX?zPPDB{Me0I}iiJ z!asE%;m8HXQAai{HKpTLf|=DVRI1twZqa$Bc`MQ&CD*o%aK1PtTpMn>cSjv{2r#!i zyl_4Fz4eLIQoD{5-|-JF#%W4Zbcru$!dWD&^D+l~k+8(%9b4hK8#p18$FD=}ia4$F zY@W8blh$kf-HX*|?`*xGHg~n@{DC4JcW9?#TNHw0)&V?uK|eg_rMM*#mlVH+*(?YP z1vxmk#%eTw_bIo}A?%e&cuW4{P+tc(yr!>UMSB%H=IcR313Caz5}Da1P4+-?>Azlw z!!<{r3L*D@w~KHCi5I<=r&5;njWc|Zf{Iy$Z0(1K%J6jV@z&>b`j8>u(-^iVk<;Ft`czra4on8z7}3hD7+})%<79tWd?zmVjVnfO zBHEs$suS1WyAL&a^_xXS@fZGCBOLRR!|$8D{koYDX`^fU49r2)r;@Rg3b197(gse! zJORx0=ok?e)B15UwTAQIO|b_5F3xg%>tyC;K zzb&fValcHLzGW?5R$pGEQS3Qkx^D@Tk%X6giyt}}c0SDxb>}dteO}sX-z9P$FR*Lx z0&H13wYc}|JZc~3{64NLI11fya!^5()4&Ow9YS&mSUoEM;eui-BG!oNsGMz|B~lHR zWa}g!w$P@;o^6H_XkofJ)x#}PlpNmFn)4><5xWUTN2MH#5QgOZ)LdNOh$NC7GMIO7 zq&P%iix*U65(%I1 zhz#67F$x|0`SJ<>F$VwoUS*zY%sM#{K1R&?WbbaS-e$X7Ra3>tI912#x>H^SAR-d# zvXzRE81|ZP$Zgwzy}yZu+^LAV2d{Y9*-&hn4MTysf?$Z0loUA8LOjs-+Ji?7WNW4B z*RVk~GyOTb_wHTW+UY{!Zgmhrh>1}uOT8%E-+mOX`Bjfct(V=k2j*;KkBmqlEfK_! z^>Jdz6|(2cbY$;5?_LA2CJL9AJ$~y<(rd0&r7uens`B2cFAEh#&ws-98vQ9ZmoH38 zF6X(-xUDdZCHv=#BMks!7Mhl?Y58p7Rjk`68b56h_bHoy{MFdVOA93>f%r|ckQG{_ zpDB$LQxjQ+DqgAH`Ke-^9SlJ=-<|L~+(6+rLzu}X{j9ES?T<{KQ*Woqc-g-H@Mi%xc(_|L(A7oUJ3_x$M`@8A3k~9lD?kH6K~cpZwfs8KVD6oc_z?9!z2U^3 zt3@}T&=r~ycW{t0TROj*qL>UBS2d}jn?|I6B1vP#5S#_TJE>$0R=orc2`z!x5`|DykcvHIYaLr@_`UoJrfSfFwwk4uT ztnrBB;T$U~{&;B?&0XmJvxT;Wm|5j9hr&g59K((rIoNrI6Mz!!36W#vv!|N?;1^j= zm!{TL=vU)gFD13`WvSc4_$2S^OY2P41T_u){xmQ8RlEyVLy_r<;*2v_LvpCca8^+AA+@P{uZ<BxteEQ6y;^!v%uC)8hysWYi zW+>_SI#6ig)mnShZ5jA^aWBT0f&vH}K=K73x1()!fQmipvciv8tp`+1S+5q&4jIgD z)XsK^Wz2Y}suI6>^9HESK_6IHXgfGK3~NuOu8YXcQCE3PjbJ%TC&0n)9J)}%t;VMN z*HSz5q- ziWMUHhLEEV74d7;c3Sgt3Fx@yw4hyw)zK>uInQ|+!`AtT&sNhDno z9+!rK-izu4liFVj@MG=&oUE2Cb%{0RR9B|~Zx)&wZ*%0*b&TQSEp3%xyb576K)zK4 z905#X@ImPydA_dNa7iS8_BWzG>s3XxKe#SHPT6i8cXr3h9E@PM)6#@ZZGS%|rKPDz zS;M~I<>Qcd)KyN;{c|@)SCpKO+A?J3vk zKJMTr=Yha6ro-0AD58`~riwS}ML{Z5iiFU&A4PrzS*~vRr~S7yGK@ z_>?av_Z$EN-5YH08ZL|qE@Tp^({vuM>We-0w>L;Uf4;J^a#g~SN@ZL(alxQCkY|hi zf$luh>nAvnHL3La?nj_XTKIQtYu1+)AH|Q+QyVU>Xq`_ncdd5o%Q6Zo{0I-_o9U8V z9X4H0Tg0R-iuO<+yU#Q%+kX!9%RqZoO$|{b>E;*q7BD61a3uUzNM|oSv&7q2>*1%K zlk#GyX=GbEr3ogj0!G5LJ>dxc@x`brty zP5?9Q^&6?0))~1#z;;IbJy9PnH&8McSTYGF>*A!i$#?xuxP!t zYLkGXj$OxBZjID%h5>0<8jXDSiXVGmq2ZO_wbI#7w>eqV@#Ob z5}k`bJXQ7K!JDU#Q6~ajt1X<&iF{OSfZ~7>28D;J(8GoRDeZS;wVME&=D~Q6UmI(b zXzu=y4&Gnk?v_L}jr^o@?WpJW14Dp)8b}5o zXWmZy`IQ*4X`uhQm3XHhG+LuqW=CU{e`nI$Xofp2R@ls5XLZ7ZcIlnn$Y8E1bu6V= zcidZMjM9X=i->cAg6%F@{UK*8s{{Fu%}|d^tJ*bNMqexcwi7PRGvMHxWi=e1O(+_2x7d_rccd~9JbK!l`-wfp0Yh+HD4*SaQzRtt53QDT}a3fir#>Cm42H{a3 z24(643kF?&eKmYw?!wXP)cb7}&j2YhJHNZsOX)mwVK7`AoRsNT{K?H+e(CLxLkr~N zwD*icMq7&+9^sKb2v+PL8)oZ4(aQ8qUDsA^C)PuHS;p1E@3*%sTcug0xCaP+^#Ts0 zYRmhBx-WWe1I$7vKMK^H=~Cn&*5GW28Y!tlAV+U%Y11fNk$b)+Kd@)gIGvTSm18%p zz_vJ5DUzIQ(wK4m-r9HLk|AE#d;w>svmH(iUp{zC*ivchd?|K8jE=Q|4Lzy`@ca@+ zg;<*Cll>d%)(iKM>rz_UfB}RYS3M;@-C%nvGUhWfc@*mA97asZ%Fj{mWbT%hBC=qZ$m2qmX!zqJ?Pz8CRQcbXMyWY)uojjww_YQD79^ui`Vv8?u*wbDLJGeWlqC`NrLX^cp7mc)?AHGJvX4c55bW!a!aLXghFxPFcT`q|;`1uzP z^%6^IL6KBKpHgC-u?ZOvv{DO7A}-IxBoRj!ryt4&PAu4;KM=UJJXO0KEG=om^#)Mw zaNz@|0TfhZtQrrg<-CcL8(z#n&?iD%G1UV54D{1_pa-A9097snWRx7rdWyg4qGi4B z-g~JYSH_fVS7iuw`99C2x;5!;^#-Caz0M z(F3X>X!}eW4%eLyyM&4m9!e&Yb&N>d}j5bGN3(Efnn$WpZz`&p~)8L!< zhi8!4ScChxd^*$6WP(`P|4;8)jg zHuv^UvPx6Ba);D`S~8C&(1#S-*I_1_p--3|lS80R7;YtM|A#p_xbboA6L1}HAu!n^ zBO`qa*Q8G7e|<>#@n6XwOe6wprv!eZVwFS>4CwReWfg`ylIsJ#VnE-m8lepku8Dr< zlIt6SgN7rnhBR0{8)1{IPuSd9b6v|5bSWc?anP&4YdjF z8BrbC+PsI%u?SnJ<_U+lT>R$#t-8_dj9{MfqL~u!;;#0kk&L+&|xS^#Pp=RI`?$8KHe zO&-9O2I(etC$fyLcyYYD)Zs&L@(;|-*_=!uW5@4~|L@bg!6%N+l@sI2wqgt%Hayh276D}d&ch;<6xwB5^twm{J_9l2 z+?2TDFeYw&GX>~MKx^2h^dsotzle`mzii7Bx*&s+f$KVvWM809Q33C1Z~m8nCYT|u zMFj8luF~1s8E^vha|p@5LqjmK|M8M7kn$A65(!CNieghsU{M<1-zDrDo0G=w$}+)b z77U^ewe`t@$k(W!H%EU}e8Ff)pEy~`P)&!7{<|N8Km=`bV`FCSpf$!P+aaMb7sRQ~H;IQUh= za*)~jIicrVgvsEYLuo*ja#W9@H{(sJBhVL;pBb|4nK&a{{%B+-`bdmp^E^d`&2`U0 zXsJ>uMwKVG*yQ7t_0+D!Uc1D`@LZenllBwO>lxbeBuc zp!9yU7(@)}2jVEzT>Xh^!4CAkoipb-1)c(dvwVnuQ2HSbR^>-#?%`e7y{m6cZM1m& z=bM@!+!ELa!EgQlcn#R9S!2_IW+i$fCq&D^JF)mu%HwM zhwK9urTHmQ<%RcH)64@P;JDx=*3QM@ox!n)&6>q-kfo0Gxq0c*?nN>p3HAIbpWhqU zNf>(RS%lcbTs7P#i0+ZvMT5~?wlX+4OtyNn<+a;pjkYfo%Opd6b;Vow$p^rl5Y1KF z*IFF0T~oFc+BSBw7CvZ{>|HX+DgBI_QUP!IW!q^|?!!81tK?I2gOcJ^^w*S@Fg-g9 z6?CEJu)jn>V1;#W;j;WtFf)V{bPDx2V$*#JG~3VuDD#NpWvgn*o1Ae+9M`)E+7lLZ z>o+na+bHQ()p&lmoD?@4V--*G-6qcgXh--gWdorKl2n@JdRj1Y!i)MO}j0 zbX-$46qYfr+MPPS;02`$hwoT=1rAioZKeOBfHbo`NjVc8$;$TMjlS;Y6UVWC>y=UGDB( z;-x?WF$N7{fg^P=E{wY%J%}yMOzrEb9G!Vcd4~8~?kc)<^Wfs|mC~Lo_$eY$^$wUF zJnMO}IhY?==aKkLfO{{uPCRPeuT`nFMcu_Uw)&Ff;0|LCk5lHN(qFZR_1b)dJ@+rR z(}C#NWk0VC%0knV27yzu%ZXu#Q~Rh=B67|!qIN{EKW$Qp6eMq#xnk=UN_#LnJ+yj@ z+~Y#ME=Z?}$WeWbKd4b}@Hu3f>D1OmFolHG?@E2YX(i`rv+K{scRnNF3CVJI;U=*| z`3zIBtPvz2BWVZ8i&{HHuG_8XrkEv1W#MCI(TGoP$3n{-Uyp80c~X{+epQU&gXSlo z5rdp*G<(lC^qNARh_;28lE^RKx&fLltD z*&seUtCu2SbZbFtx}%Y6ez;xD)^Z*cvW~$++dcb*?r6zGQRZoabrkMUMH%0xLX3?` z4Yi;LHk2o`IvsoNF(Q9>NwVh`?@i-roV;#s9rg2i?|ENod)EvP7LFmpl-++|xhlAMXPr?hsYU-jQ-WwtFc=(DkE&$bmonA?h6WriwZ znPU4&|46=@SaOu$KcMOL+QgY58~rNBV55{SUO!sG@D$sA6qz)Hlp!o zxeGBDWz5pqXcX1{r_KAO(i$>Vb*$kE@|J7nqe?XL{B7~|lgJR}wXPzt%dM!z1e;TT z_S26sxnVly5{@zx!K`*{Ve>5qp+WSkQVV`Bv$~pe3YUJnOfvo*ZS^vlNq>g@qg5c|TmCNdj6xo&GkJSw|Pf}iPG%L^S1q49<3)&11isJJi5Czkc12Wu2g zQb>DWc*3Uhjv#&Fqq^KTI&1SJPMOrMCkx|{)yrRD6-pH@d|4WKk!@JNSf4B}&dd0t z)2|4MOWRczI}S0cdE^>vWdcSZq1N9$guZg~K(jqHmIH{kCN;j?!+uX#hbibw%3CUD zS|+YYM9LK`CLk&8-_WgS+>RRUdDCdEGiS}UW8PuXr$t*c>g)8L`QT7ty!-oZDeWAj za7>zUTe3~(R(Y=N&YY}3TeQucK`HZwrnf%~I#)*|RR;U4;=CW@a;^AYknP)4v&l0i zp*u?B+pg4$bs6Dcz3ZftP_{<4UPc!a!3tE8&s@F3p@WrY0oXVm*D$(Y34cjsvJELfsc^03-G zAE`4UxovW9bp3|`xB1H{-CX(`FLeuitOsXHn^MAP!~8WjxbBKjUa8%TNG;ip2a;ID z6gHRPw&h0vT`oEmJuJz3^n+ta&ouy7Jq9;COn$6xJ24PG5#e1zET zdo?j~1Qup_0@`R(!*=`4nQRsssQi6?zfkFkdsfD=37zC*4SQJJg$tC*TQsy?uKePP z9ajkX#Z9W${-yo^6@WOowRSLU;)FA4&Zy?@yGMQMW>O;1zM}ywip15~$I~*is5FE()bqeJ`nO@{w`QAJ5x1EWCe>(% zr{2j&{4$W-uu(?Z7ZEZeU}+9ndWFl$^xXXzWl7`k`b$c(V3|cW;E>kXoH{=};`dV6 zI0)rQvK+Klj)YA94nkf%)fd63QC5I;eK-R#qvvvSjBA4r!+fxD?FA#qFmDc=*ex9Mkk=GkX0!CagB2(8^pTERy#_`cve|ysP+E7jP>&2wG=ada<9w)4- z(Kld;8mm~o2Ush~{uLtzP!-+EY=}#;k0q_S-}BhuN$nknuk?&Kxo*^NJ!DvJWA(T- zqrLYHAd!|ei9E*;omNQm{q%ihvedk&##?>P)tLjhhA$+Ve)tgE%X1OulS`$ei&fMc z8B(or%Y=r2=I~P%)_JcI%X$2AKE$@K@wt+xEBz@t`LB1mm~^Xr%J67DC-&GwJfExG zXmp0$Xh?@=H5tZQiF62`sO;#aB&`aCxKs)^g=97`9gLc{Zdf1qjs_gc-FgGcd%4bC zt*hYOBk5!>aSAzAWsH4t-Sfu59Z9m&Uvl)TdrZPBOr~jq1Q4LMQ^Lr@nKZHVp4*83 zdUZl1_JoYr#Nb%l>G)LgG61=)j42-ZChS`8oM%NrW=QUai-1_gW=fB9tR{I%9T0Pf zG|}D`b5*9sE%X#-qv^@cIZDkwqCSTJe=GpH^}H5Nq=qPFx+fpO4tEOi_r7 zOL~9z;%Byj)YU{TO*fh>lO$T^JaAt-9WlGu>fwRv612v!K+9CBIqh1qmVpn;^!w%9 z?vR&!qtSJ)ts!@^V3pkk2%g~voSK<7?yY@Bf&8{a#zlZGPZsjc>_)}+=vLcjr|h^~ z`j4s&mD}0@q|;{!Ijd44K;!B+1d;2}6QnJ}>gLl8p9}BNlhx9}YnD$`zgPqt_&lNW zkF%?nuC?L7+bJ@am&SjJI=cke)L56f(b>>0`$8X{q`FsahxXn=(e_`V=*xRzDMltG zJ9wUlE?C;!e3RurNY|L2Z2d?b?u(-G^P5ZCiw%YCuN0@>AsdduPwdKlhC!DtZ$G8l zHR3m*y4)xJ>p(0|ofr`uOTz@ygohinhDP|n&uEauE8oI{p(|xU(61LnkSRh&0~knj>9e+Qt?X_W1JahB{Zj0$6zG$ z5&Z|T%m2t+x??e`hT6rnpe6ciQS-$?B>8!^1BQcKk^l6VEgG$Hz^Zu`^+D42<_EEf z9}r8+zX)fgbZxe>@pq4uZ>QsxM`sS-&H#_T+m|N_z%+;Nje0Y`D^_9@^@&f6&Zp47 z!O<6&UD;w5FHKi_56DAXZFqnu#Y(w-&GJ#de!PC<{3`R=7@GQ34~aY`YpGqY%CLqOP{rG_ zI^I2K4WLF>%v*^U{#H;b$4yVBvzD^CH~BB^`~UXe(b^@b47E}A{3+BI_!Ac(O;ue) J@m=fi{{yQ>E(ZVr literal 0 HcmV?d00001 diff --git a/lag/report/freq_7657A.png b/lag/report/freq_7657A.png new file mode 100644 index 0000000000000000000000000000000000000000..49a1eb7f1902e311e329fd4027e94920c9112919 GIT binary patch literal 16605 zcmd74cT`hfv@RMFigW|gn}z@)9i$_m1PIbplp?(dBE5sOL=i$4REiLa2o?f_-XRnz zBA_6>g)Y*2hr9Xx&bi~<^WJ#l-Z$PKZ;t^1vi91m%=xWveshM%dwQC*RP0nB5QtU_ ziFg14fngvJNy;U1;4h)HkspBh{qPM>IBKfTH$q@v) z3erN{e(0aRIuQ_bW%smw)99+|>wb*qXVRbKB=IT!MD)yk`ns0G~Yo%C{34(Ub=XXko+FRpfEg}+v@R57qFGrnEP zS4y#6Kx$;gp>g{(gdFj|eZhluNgwCv)E=@VVKB(G@B4}%9WN&pdpB+O=tT< zoLk3p;??tJ2A~u3>X1|$(1r}2YFPfeq#9NWXgX8cm-^xRx1O)rgJ6BI3dM7hsfc=I z?_s>PkRi@EVT%B?DIwe;f)ungJa0iM2birVe=-RfiaYdhw#Be9_G{SxNNHLbDXotc zj(#$;xuv-9aAj&a*uVIe>=@E+!hdk{*bT<`WJY3JaX}|=UCgZNHKV?g2aWHe+mXmC zX<$u|8+iGH$W8kntar7wZAXa&G{n}zP;%SUV`)!V5BL=GOFU+yQe5N_)e$YdK5_ zG1>d|NX^*T*thTAk-W8z1wrQ@M0ZH{z=5@Qgs}+a^S_(Y^@Aloe?Aor*Neoo@6c<( z_x}WoCCc#uO<*$||JyHVW?ylCBae=r|6N`tdFtqBz0{X`g^B6@y?Y?zTOS_ zu?z`vulU)~3P-!UyKH_eT2N?$cb2x)|JjrN+n631G9^?k8B)Mzn1I1D$WHuKMbv%x zzwLAv3Z=}6OM$_@e9RwUvqRrJ~qPP{obgpheACN;seBF@%h8Q~26vh`qvcUbB^z%)OU$TCPpza0fs6*E`0q<&9#;a>1e zE51QNN8uagkjo}zFYZnx_-^00af9{N^RkHSNDRgozU5*VS2WdyiQmuY+0| zOPGK-NmdfWTq2gK$4SR81(B0VMrZWQf~+81#}(p%d(MCtDmvqfizNinQ9wtDQBhPt z&!gQ=&dwikI9!*H?JDkl3>^M$jG}g@l+2xbkcUs4E1veY1?_m+3poHUTBp^y5_F0g zhUuSDrzS`EJf2{YBR$BZ_W%Yqhcmm2XlPd$4NoI?CbdAi$X%>VMQfnG6;6r?;a@Ln zC~GIb!6ox}UO4%9=P}2ssTKnCIX^$AZv5HAyX0g8Bcnwx1PnIP?gHClBy!>II68$5 zozwgPg_G2yR#8*dTpIn~Za$nbZ~i?naNpcq*T8@gq^qm@(8x%L4GP^%8AHrjEqZX{ zMOVsO?pRpTDc!-NhQ-jg%+^fdj?bK&99>;4ZHua_Q%6T1XTlhuoqDc}352S2zF(~O;Zx0cC9=)c0vy(tcmW6B;I`Y?wy(6gij2+G!^Q8j)upC z&(M7nlO-=Z;I?lruoBYcbqQtXGic9jG<1+MsQaXOzCk_lYe`9BcsMzTot^z{7%(6- zup}mnn>x6pON0ahV)4)thLh?EFkAAR0(K{HdYm8DNHGX_US%=EQoL0GJQGB(X}oxK zanmLFm>F1bGL|5cP9MBaE9}- z3!&Qaieuqp&?+7dUB;!7SO7KVE*C|?g2-DR93Qbc0EZRSBiK>n;wZBQ7JnbTUEK2( z7z)h8BMox}Vg%uV#Dg`n?>qti#J~%zds>gJvSF(;x1sK?f|X+O*u|iP7Xi%BMop3A zrw6=5-yoV3Er-p0k88%`f#=y>6H~}@xv(&=dL-()th6*>?6g^mOwq_6iCD}P5(D%b6x6s8inp6xAIADuwjCw^ zw%IR`zif=1t1{zIxU$d_9N+mysQPdrkWF$&v%gBn+YpMrl!Yg3=BWV$8}s>3V@x8G?8RTm?RVvZdzH6TAm$VI$(5X z*{I$gB~g`5Laor4QKe(Us+0yw1)NKDsW;eX+e6hI9c{);DhqA57z9%zZ-#!0ircQO zQTm;4G*cjzupn66Y0e>oaIK4xu|&Wb#26E9;pc26f2!DpP;ZF4EBboX-76qWr7!sr zOpG0d%JdO+eWe0dm`CSc`7F<9+k^X)Et>^0z0(^*f)|ge;WDmbx5+XVKh4-=`@>Ye zcSilwZRNQ{IEhM&Xk!dr;HrwTz<@kql(oV~HVNarDw&r)2#mKPRoCJYTxPRk7-vr1 zmF$;3^~lEH9l+Kny^`pVtEKkc zHk&iw0EdoBm2&tRiovu3e$0TpW6>m9|AVYS*WEM|{7yBkD+M0A`}awI*6p>*fkEc# zZ+ZE8EtbJ#`9>`zPq-HSbe!A3PG4|l?H{%9y~_B-jGv96VJOdgPoD4r7r(VtIYjT)u13Z14AtMi#IN~T zrn1*X%0Jp=23xJy*E>l7@F)#0}rbt{I4tE;$bygk*(Lo=%b=t6m}n`ReC#$O9U*i zRUO)=S(#zZ?xiS=@S`5(6LXVaM0N)6-*(D3uc6e{X^Sgw5CF(_TQtH>d;?^t{s?i$ zxq^+;=dG^Qt67T>d4KuEbT3@RUF&N)DOOsY%Etsf#V_Phm^t#w^S{qQp-p#7AtxNQ z=n44ZVj%iX))m&jKb%M>Z?|~!QS7eMM{qx5Bvei{=NFMPzOg)|di)p{-Z>daVXEsp zqAsg?C1GVw2AX^lrAIyc&+2a%dptT5rm3RZUQj63Zvtt|%4NW72(>HEv zh)bkOQ;XJJe!d@mYwr?2f9<;Kaumi+q0%Tf-iJFgZ=3z93n7P~On8n<4=nBqKK@!* z7`L_M3HsjE^(8-lTOQU)UjMwwBG6=O^S6Pazsp%r)eKes$x-c;NuQ*9R(Z}o+XeOjQ|>EFm&)>- z_Xru=e(udp51c1czXt~^YJah)dU;8emzOK6!>d1-$_i!dby+r#SId|kyrd^qj9JyL zW@VFvY%wmwYiHx!7g8(6KV=?qRb!BLuE!W$OZZYaKaXX&(iFpixHC5C^^jy=_;tU> z(K42BlRMEk-Avc*B;lpHj>lGZaZ$KPq{7C`TJ4y%nm2_!cOFM%IA*v zn1iO(+*FN4kHyykE(GeHZ8p`S*F)ssMaACws{0m75PYdn0)3m%CD_;@9Nt zsy>p|`0dO3LOYcKP|!qaqY6+i`1=x8JR3g7E(tE^jl35Qcso8W9Jm7Gm;3$uUEsPd zB$Sh#jqdB~gNN}a20_RXq9x2ooriY1h(v(;l(4fx=gXG}LOru`4wgJNBG(!rGBx9V zAGT0yggk-=p^0#QcqJM+8u`%9bI6vb+OMT8Ci(f9{=@zXuju`3^EiKuBC7uEy-Tah&l?n_i4W&+3oEGDQdEFyX%_Rt)U{$^(r1@&-yW+fL&&Xj?D-)>HZA_@ ztq@+#X3I010+>T4t!>*dS6Hu-0oFwQV?7Yp6h_6b&gp=hP_pP=Y$k>6`~U`g-faO$BOd-c8w$-3HI}!rL9_EuR8UuHIs7V zF3UaIONJ#H0t|Q2s({M~EM#LGl3VIbPc#FVZ30by4n?{jcin!*MD0R~E%9@X)re#x zFC(8RJ2~fnnXq0W1F$g*5a^!#J-g z?M2yQ2`(iv>)wLU&SwDu?kmN3_iGOgA8U6O);2E}9do5(J|+T8oO*@d^UaL00Dk2h z2uTnns^@2h4s+#0!t!h?li`Pj=F5I|utX}r!9o?{7eRsT_!Ensl57CpPkypLFs1gJ zc!D+Id5#3OrUVQ0$8L4&9_WPYfXh${E@qdiWaVHblN59Xw2aC(zvy2lq+x)=r0S=} z2&W$>XNa7z$;`zAgfECU9&F7~+`!{NLXC1m>*GgZQ(!mHc|>f|2x@@OIb5u3}Yqp6|Y>-+Lj|gJNA57lk>B4l=A4Kj-3Ohb5Bc=5GAWckdGMU4I|2ZMEl| zBKb{Y41=`a`g$P^EY8}*iNdfhLQu8Xk=uH^t%@7h{D}CpTJe_n$%RTcH zeHT|X!eQLGKS1fKjUYu~eP1M7R`lS!7Mp#?nu7PgNaiDJqNSmN(E=m5E{ zdb;#QTsblB~d^^w%VzX{lG_`?rm-O7+>*e^W3MiUeGlC?D3 z&JIA^!Ku&r5T6h^k~gC;txw+QIzL_44}F$9vp>O-r&~%_nC7zJ=M9@te=<;n`UD7> zaFJC!r0xJV?m=PZjvlyrxav0j@y)~3N3Hrdp7O)wb4+D{Lvi`X^PjiHeQvBYsswGI zfxVa$1@x{&FLL^d?D}3M2u~{+-Tl zgUA$l;0eeSYOydrZQ^eO>tXSO&G^$eBs_4bF9vv{PN{01S#CpBZqL|%S)`Gd zq0{1`b67`jM75Xon2U8E+_+(U9fK%&1H^d=*N=8fv+E{mO(jcw3#Nbrk*6{kAxbjC zH8)6J2695jqsR!!qO+HwT2X+peEDS6dn>z+^K6S{fEBu#$P$S$T}HK|EJ@CHtpZ`N z40c6k?toU;x3a-CwCe+0f$DV$bjkM5!SjShG~`0agMWx*oGz>-uGLPLbe+U$zykr$ zts&t>4`DMGNi-p*kb116oIA}1ru2ssp+fZq+yA2l_D@H6pwWQdqU!CcX~*rb!1n-we54NA08PzGm`w!gpZwFFVoyA zNIwEI-sZVjOJ@K-J9}p9XnM5UrHbEg`8_gWiBGn+ zFI-Dgv^~+m$}?)qxsq8BM43)m zjbG97Fhe6pUSBgbvODw?B5MRN4%kd?Kt&nrnGI0AP1Chc{uR5p9#${&J>aAnxc^Y8 zxy}vsieRWU4&e3|)z}0U%QALem(3*qE1e#|JXPf5XHgE66~4eCm;M;W`#`|bh)Mo( za;sp(r0!;jI$V3DwrGI0dXc+o=Rso*v{TqMVtw)@6R#r8FxLUSVTvNeKy#$8!ALX;rY$%IYqTLPn_vP${@yOex6hWJREPrDUp zr7&n|=im@kak5G1yfg#zaj zKJeQK=K;i>T?XNshJV6Lat=DXbW>xv?FLbv-X^l0kD!Bl^H&5bB4^u1Lr%vz>}sK| zPL`t?uV>*6OZ3>u1Z zT_hWxXU5+b7vWxOr%n#jG4d3l zYXA&&KDvMZwz|4{ZNR@N2%l=#64&QL;Gn-cOG#m7F??5(72jYmpN{rk31px$Zi%o( zZboM#_3lR0uID{q^5seUgl+`Qw(vut`ZR1{{aa*0hM(IoNQb(*n{O!T+7(*4@3aSw zmRV!%)e%Y(_Avvjhnw-!zYV6>Y72NGF{A;hm=*dH(qSlT7;WV0UlG}_(L?oll54QU z2gfV6lt}egw9EBoEMe-Sn=mLFjS^^Oxv2t>&w4i7O=A*202LH6TFV$Hzx&%*aPN-Ge+mL_z7) zyU&+5(F5=c14?GG{MNgE7=nHZ`&H zwsS(JLNj;FqdtlNZdilYM2V?oxUpGdll1;+{q^e&Dr)MnZXsdekHF7-$5XC~{yX>m z51+`*UwP`J-RY{{7dQ4hlnu`%6DCWPB06P>;T1QmhZStGn)R!QR#`wO2K{(19sMnu zMe5n_>-IhAhb<=$Q^ZNus@uc&<5)?I%%I0L*|Ka-|4ZHp(XbzZQ~*HbrcGo=55b_P zPKHQk#UKtzp(bVLrnm@JSpaz(gAoEA@b>N7dxnM@YHDh&X{P*RZv_V(cTctp+B$ZY ziVIlYKP7b)HMF!`?^?e)6AnP}xjQ#KeOhS#c9qnIj60Wm^mdTqVmT0s0^2AAu59GAC&m?)Et)1f;IQ~a_AEx{y`8iM zJI95!`2fa}kA@Q5ou9gXUh3IV*r4?dSa8W=ce*`tL0e%aIe~tkiz13`f${a_hG@bQ z*#RKyDI*C5w?R(vX~b31-{4NJ&tkAd^wAEwohM?lz5u-Zci^IFP^S*!16#~QnmrHC zo(L>)5G<{se5@m_0hfh0dg^ONfc$Jk_$Pvg8-=FT7NVk~zkK=f>$N;|^T(fGhPHDA zNOlRs!jIw*IBcXN9s$pp(z|;T0cYBq90MkiY9p;--@T;>OPJf>1(fgvR-FtQo>1ot z+#{CtpTr?s124|$zTxV{=0rY2Tf6)MXG{@NW;3VsD?lj#CC$D!yoJ7!IgyO|qP6Ki zt*}4DDl6U~yZq{u%G(VCvG_ z(x<#UObv(fN!(K->9Tuqz;w zU@UkshIn8swtGeHX z?$$gqarB$~zi2@qwQ#~q`sR@1rlJtCA&X_BGFSpIw1o6Gf{_}+fP5q?f7kj1!Rb z5_Ip8H#D^yy?OA57vKw&TQ{JBBpDRSq-$-;D`L5}Fi++r&0b@A5|>ieRsu7m z^mA6!;mh;$x6QHUU*-3V5B5xfgI)rNC?mi{AV!pu18h#>_bmcH;X2Wsevhk&573W7 z2(Oe^ECGZ(J#J~CZ~36^-o|#rmw&0r1t!Vr5BftUOiBkiQY=zGVzi`IT2oT_J>M`9 z_4axs#;$y|GD79-murmQ@oI=B?~F1um1GB!1PO%blUVu{_jvW#rUJ491_{=aYkG|6 zQJ|jmZ&`l|9|Gi3Z~?n4DBsr1A$wcyA}5D{-J-gZol0 zSbE?Xt9a~Gl8^OL|7WhZ#PJ{#GnZjePt1D&m?<1sRn0M^WdyVVb6}})4`H{cJZ&rcN0bGew_8?Y75@D@x4m&cqU^EVMixUCdXC< z@vo1bFQV{u&zPF`oQhPq@<$CH|6ML?Jm3tzf#m^g`5@O+Hbsi!`**7?JO632KO?2f zyW^L1Z-R9X0FqThlksxg;(Y*vQ1WC;fD#8Q!`5?pD{U*ujl^vQ!b^ga=sxzdDXN-~ ziI1yjmse3i9=-d>0vx@!U*fj^rn!yYazs4%7OmW8fFd)#R?2Z{@3aHLj(%eNtMnH3 zu;_A~(riS+@cIPpAMU-N)Oa9yeei6^+C|?okA9*bsUwO z%{SFZQb^99c$?QAf$;2H`qUCB(7dy>u~rLMM>WBPCjsR%JmFhJvPb4iQbBmk)&QC$ zJ-dw$2XcuYvw>)ARpwy7adp9edr_@1=F1U0wId$^CpzJ#I^J-*86gl4KI-$-%1?^c z5(Ga1&iD8QERp7G4v?4Ny28?e^}C}68TZctY)9t8*I`huK;iU2(F^_Rqy+eD#nx8e zkE>Sn&JXXZ;6jl`A+tc<1JP=0WJz1p=(?*u8N^sI+`Nu~kNGEHXueUslPxKf{20; zhZ@6$igpw~>}37LPr9dJ%rwL)9YL;Sli)#6fhZ7B!S08Ja)^nF<^f3PIMpVg7nWc6 z0+1#*XQw-OZ;h4B$pK_&x@We2_!L-BIN8b5y`sX3v{^tIUX ze*XTA@bQuM@i{_v@&TtmQ_t*>D+IV@N7g-yNipy|SZ-O^Z|rM9L2h+*^+esmf<1uD z6E4P*QGl)%fa_n1<8B33n$7AHmN;lStshze;Kof_-}0PhpQbAJX?jYsgpV5wGr zAJ$4tiiJAvsxu_;JmGXNJ50m^BxN1+2{c9$3el*ILn088&9So0RUY>&=<f52oF_rQN4rZ5CLXm}qHfQ35*h z&6_trvl`O@6flM~gY3@OU;}@}3wxJ;eBBWs#l#QM&ZEJ8K<25DH&JIs23pOkePbaNO7M79k*=)(n++88|Y2*DH>Ps_guI z;`i4a5DzhM1OG=RyVn2g9!eU|EU*cC3gFQbe*D;v_l+JvF_}r)!KdhC^h+~MIIyinZkB+%_2s&cI{wUiLCf%JY`V7B z2K%TH6ovkT9w2D88k#)H=~hRS{7#YZHK?17kEq`(IqtK|0a9OuK)&oEn^yhjL-a!~ z89Knef_Z<8y&XP^xvs(t?esLrBQ&0oEvDP%65HeV6=7}{0T58H0%W!Rqh1Aaoh>o} z7&jTq@{NmApJd1!u;h3}I(8116t{}c1qD8dua&?&PTk$zKu+ui^rE%h2bSA_zwZ4V z=?~vZN@}JQAQa=BK(+iy}_x! zoyQVF)9$K#&gDx#%!e~B2C@TXftxX`*73nWZAO51h~?w0nLIzh?6ITIga8WtlI}&9 z=*y`S{#%T(C|VAy%^9m^Xo~UyXi)xLDHXN#Y}>VA<5)%1B;k@3d@97W`EU^s4=F0E zN9>bchw%%b+dshmOemH&@_ua3<-4Gqi3}8+pkzxrDTl|F30iMX;x5U!(p0$D?OPm& z@xDe}VFp|TNNI})*WBWfrK=bQuhngfe9ad-ntnN+BsN#GTxk3EcS6vSps)#8SGTD> zj~`IvlSE3x1gtt<$5GxT9&StzmduqCb91vET0VXNJQ5~oU;rtq0}Et4Jyq9;L3W48 zx~>d2Z%zgpx{JJacdq%u#|k8TK4nnZwvYC{q%d`Piv;rw{;%o!Gx5-2@wC11(%Bjg z8A24(>YKNOS#7bVt@$SF-hcpK-X>&$Ag|`A(;;Qh2e(VzVKyn5G{xb!l;#dgu5U9I zEgVK`lPOc?L|`oNYyzhu<6 zc87ddnoS=r^j6;2aT)}w+&FJrO!}3TOG|jp6`OhA_jw%m{tMi*DzN(7xthmbGHj@PWapqY<;}y5@px@{-?5Fe%0Ag zd%&OUW1EJuxpzR;s}^M_9FRg^$0BJ7^ymsCb+)?)9eozDFSn2P>G?TTj!l3;%ji%> zBm>FqM257eDCNbYWhWHRC#5+5z??t&0E#K~*H$vg1@7EumHsZ8?_8bB5NF2V21{H@ zHaG$sf!ax45snE1gqI-znkIII)0KBgC8l{6#C2q%%~8}SdNd>Ic~;u?^$R0@3zWpd ziKD9XEoN}nfyey`DEes(1n4%Vp!rW$<;jW*@6C3 zz4rhX*+E5!9^1-QfSRb!8OAri9^!p3VM`97paUX}e+x6#KQLazE&r%vl{`T;ZO=OV z1QQfs6p;0{Y6}H_Y9JXMyLXE4b?2Unte63`F$0S&L*Qu!h$GL*;bEkSiAnM@f1io8 zf!LQHEmZH{MRaFU1%d05{-Q4CXD&Jb4PZau03=`@hSD%T4q4LCVT6I4)7X;rz}A25+bMIr~i+Y-hiqRG{4WG2n}gZk35fgi$PZDC^cOC zvVLl8_lzqclAvO1Rzd3D)!oA^YR0-<0t8Rl#l^q6*F5j?bBi_F>U}$_pNwD`^D2!+ z48}TeHJ%F3`g(pS7Dp48gTFlotlq>cEGEUwd60iM-(xaQVW$B&w4zoK!m` zNAfE1knh+`!-)vZ>RvQPAVPqT1vIT+ zMZll9Y69H+8B~jL%(~!O^a&lX*zk96F$ZppL<^!P(KOQ*c&?TpAMA?jaJ7UH6RT&|(atoGs}(;%Gs#GeG3T^rt0y9&x_-U=FuW+hjjhgsNA< z7$NEsV)m7dXZqM>uyc}z&`z6|n6utLzPPI<2P#-qp@^urk#?f>`|1x=yU}aT^uix! zbKm_Z9zH;<2SekpLp>a%vgH3oLHO~Xda)Vk|8&$f9BfNA6Tm(7|M|{Z9a&8FtOw1w z)B^T*I4?}_!+rxs^DU-IieBj1LvESS8-{a#${$j|VS?Eg?`)mYU5(}XkA3Go&|lQT zCC>B{rckEnvtixk8>pA~zMh(ImB@u(ftHBAJB&>>Y8)*Y^zdy7l!_VqaK869KWa;jIKi4i zFBj_w95X!eEIZ^bM);Fcp{UH1|e%m$F4?3?(L z8s`J9tFk@s4xFyudwD8iKI0|aH%UeGy-Hv8ebM;AonVA#i%8G!RQ(4~Wa7lCPO7jG z(0JL|3bbKKyq{^C5LZaiL%K({M`E!dn?CmdmdK$@F}baHDKfI>9o$rm$kMYdA3_eh zFG6BLz6Z8{Js*j=D7~LcYC(4wcS+tw^cfMyIm598{3&aiV^mHnqG~eabD97iP_j!#Z4dl#VS#XYm ziCBjJ1HNA=47bQh(!fTLbz8M7DimiL?xbxG6;ycqrn{$*D5J$P&}VXXbW!?}G%;Cq zU(|+nn7RtW@otN6Z_$ljLjdlRT%*gCn&5d~r(~tTr+2 znb>x2f&{mlDV&d=A;{oN0llkfb>6C`>Eujvd`Py!^9b%I-{rj<@A|BxLQxwb10J*C zc|0wFy)s)tc%Qo-hmZX^wHj#k`0eg&q<|r#hhO1LZ0D*3h&9^hYjnjK*RaZdPfxqK z|F-PRy!-_Cz;D?1PUZ1+tN^jTn7*RN#xXaT;+Io;z;ZGDj~=si;aWP@(QhTcNR`LW ze}3~UPM`ha9pcL0ceWqrt5g`n@RFt79-I{9&D3IT?yPdZ7do{uaW5J_{P$KgKkb)z z45E+afI__QFo1hc*NbegTk>b*Gq)9vNoCSTU4Cuu4e>qt1r4Hvm9)%>yCdgVDm5qi z+p+jhRPbeA$lc=Q;xX%UI~B-TqN-BY45nSXxNUBam4?tTLFW+?0@5Z`rqF;ag5MG7 zEY3W!8(Zl;UP-51dzBL_CqWY8Z6m$j#CYi7dN|(=3I&x=jE_I9=)+#YY{ z8sV{3jVNk0Hr-yios7>}uu8%d!+NJjM)`hT4R$xdQn7CN2Q;jQqsG8i`H4!5kBzy5+nT}-` zLJlP}{B5KYT6-VWNd$P%JX72AyB)T>jsB#Tq-7tC8CooR)p5Qf`%QWLaWV57WDng) zkJ>PWIXuAIx!b?TWc~E|GKiC_G3WN4>#yy>@LWivT9=>kJ+wO|!M-4$#Pt9S8-PNR6~RX_0}}Qy)x=mp}b_ zpM7k7s__`@2fLVs0Iafh*pS;-w}z=IJ9;&Sa-@eubS82D!Jufg**5o0;?JvchBBMr zdmly^wCNI4G4R=Ri=j@LLhqyz)pq(JSL5>tL)@<88_^j`KN}=XpoYnU#Nuu*roQNI z)ld40g!@UGTb%7S?XO+lYWPod7auxyR2=iOTEfC@DGjqcS2b|!eU`d-@^BxAS%0nbAJ&;4!Pl-k0XWwU>`I(<7wE z_<1vWss!x^O>`_cUrORwnY}Ga=NWO4N~v|qpIp2{PMGE51H4bf1+NW9O#7}p&{5)U zR$x|}YY={kR>LlO;py`bVHKaHHBI4)zc4FVlTTK>2{QiDaN~aPo%RR9qrvu z-qPSOj8eFdc4G`6H2$fXzvf=~<0)m*nE!|Bx5NKo9pGT_DC*GsL=?Mwd*j8>;uQtA zGfS>5r8>4yhsEO9)@RCPR#>wpjq)A3z*C3eL${VAC%$K@9ot18glBi<*C1w>PAHbe zN=Tj5gQ=Z-Txd*uOD`?g%FBpBojuZGPkX;MCH{Jv+|$>Ye65!PVSb}U5SrkgU73G| zi+%zrT7(Ag#3UQ~)gvF8hAG9Dhdt-uI$sK4(l7C5e#6p!bw??5QeD`*e$7y_$5C6L zs61SWzVW8y^|=5T7J1Fzq=1JjqMiIPcmcA`Uln|*LRfXDfx{wW7HV7~L9Ok+^{4Kg z*l4xZ&agA#h)%>iWRj`2bx%?zaY0O#Z0Xp9^?eX7vgToU|7W&Nxa;%sh!A(q+bi8U z*!si%;^bfliGX05le5z|9(t!cJS$uJYw{T^>bT^bQ#6c zO%$z|-*bawdmR5nw2C`le+FA4C_C?eQzj%|K507_SzFe^T?%NBPf(-^^ogr%p#sX+ z>sDv3cQI+C^7M2UJAMl{q*%+BB3(AxqIO7oVr>4-TZof+v~TZ=+kLo6jf`ewD45r3 z3uCbt)OpB(d_LM{GlNbA+ z#n%zF@9Fn#dA9yH9CS0c7b^^(RI3TzjZeb@mrh>hgYvJY z=~70sv|DlQ=`yU0J@yIP-74;RWgdIi{a7|pZ?P=aiZ-zT6^J=I_RHCBJSH3$T@v!3 zODem?6R=rDRw1SQec1v#OPK$n^kFJ=iH7)DuL3GMXp)^e?0ZkKqaPW zc%9Plw=R5E2QKHlIpk3|#!@TFX?$*t8!5SR?0e+g;UosFe>u{1t!rYb^&yoG<%ot= zs_~k1|GO{d&eSU$kFMsa6Ap(}J}|6g4&KD|n`V7B^|$`&{|^YO7+nt4agDzniqpGe z#j$U_3%y&Mw>1Q$SbpsuZp^sBA1!*@ba*C+HqJqD45LxBWM?WXCBJ%%GsC*@^nZ|) zA)o!!D*CB@tk@j-bE<9ZV+I-K2joM9oH^d4yKugGH{1>~HIyFz|`Q z7Y0$-H;&gfD{Ths`a745&8GSrihu&o6ih9BC2S>8+rfv;B5OPE$1hShJd?6ZYs2jf zPRU*%+cH`~(0Kf#?Y&*?SH(>}uEtyKjQTkKnKd)>yFn7wx5$5PhCiKNlu1gPM9YTq zeo^?us8+!!2qobNVSmr6eq3Lp(7PBe+{j%^GxLs{v}?f6FquEYi*t2+CCmpE?<;&3 z>%$qlxUQ06>!l@dOm}L|jvq|$-eO>$%B+2S4{pAyy>hkdvRa=IAx zct$?L_U;ZVDXA;;oMbR^LyEX=>_px=c!zB5Tx0x9xtP20=k^s5C}ql@mF-63H|KuC z*W)!Y1@xWFq$<~QCO-DYMyI=o{k5qs?C}s@w0Bxr2-O`ve=UYGLU~;ZIcVSB=jkn8 zdN~oeV2^uJKq>Tfk9MziN`GTr7#nldUx)vI15gnc-rrq`%r5f-HPMf4fGsRoRX0K; zmt^e9g*ugGmWUcF`+ zIhhTFsW#%kXOtsZ(dLHF_~azvY|pKd&17uUtfiVRJ@9fq@n-bZQ>dNJ0s?C*pj6VP zoNt5I`JpDS?|8#CpO&%y)HvYNhH$$Z=4X4*H^4s&aJcxt0P!{q+nijQo`|mniP0Hq z?fm&m7E(Y3w2O5-gE>*OY|6$*!=ACO*tD>}_`inS|C>K=j+{fjA!V<#bltWE9tqM? M*FzNEv3l`806c;*<^TWy literal 0 HcmV?d00001 diff --git a/lag/report/freq_9157A.png b/lag/report/freq_9157A.png new file mode 100644 index 0000000000000000000000000000000000000000..4fade43858570913646c218911f30e52668e8552 GIT binary patch literal 16512 zcmcJ1bzD?`x9-5u(jmLkx)QFx`Yt~q@<*45b2ig zyZycAJ?FgloO?d^{&D@_W@h%@-`eZ@thJu?4AGBt)QAY^2tXhZ5lmeL4gz7afj}6U zcsRf(Ny9(0fnQi&N-%vq;9oGF?Q7sYK0@8Z3j`v0^5;Ls2Zi@eAP_SMrt+7*f9~!= zfWNuj%=w{v3t9RY`D6_hW}Wpz%`Vp1M~EkWUt(}bHL!k6Rge#uJ>+ZWi>Wu&S8NE! zBSu1=t7BlyV3B>oz~Zk-tD)?Nn@%cbT;KYC&xA>*3=U=uX7vRtO!-ubN_nNrtPgq) zd*xw6VaWgS=S8n2iU>uHc0~)LgQ8WTFgOu?x;Mzq7YjjqAcMY#%0V@tGNCVkR_dRK zD*ZkjC;}$~ubnum38q;$6@eQXSzx%2RD-}(nEPNRtaNZ}#8G%Meh)hg`Rr?9BtiK= z_#Hcxa|ve=^A>4sj)YFsnUv6G~QQJi<^UEj6X}m<(;d}1WpXIO#|8`_TGefW7iLl0}jt5s<_H#;&uuGrE zu4RY8?2KOZpU>8Z^M@a+G1h~Z_n!Bu|9XbjME!+QrX3(jSUX#tMZ9A4wH_;i1u)tk zZ;S?1m2b&f!FtUTRx&PWil?n|Lnv!q3+A9VEgvNQ(HGs))y1D#7@`BwSCN-&XBaYS zVRvLroXsQ8jJ&+O##ku%HZuo2uHleE%B$Gg#HS6~m(nD@6aJwo3C(}st@-OiUn%FY zq$gIv^hN-h0F4`2(*9W+b8RR`QgC1EkRtyaYs$jU!s%U_zIgDyrkszr_sEYQSR+{8 z$MtUfX>lNL%%x}!7*ZeOS?PFfjd}}>E?fk-uv?UtTUa5fX!ci-6;EE@YbZ=3_5b>) zU*Ur*Sc(NNr7YDa2>k?z9BfE}^emSm+%An`xPc_J zt*9UEN(V!xa;1>{KOH}qYN~R8%RRMPIjGYCyDK+reQ`&O2&%HX(_ke9Ow6K!gDnvp zrYnsHOf#s_X>1EgtcZkS*JsD&g86XMF(fg9IOr4f-^|X=W{TJmfb>eV3Mwl2mtR8- z3Qb$JYbi6q^B8ReF1T8WxAHViQl+S(XXBHTJ;$5lCN;MBpnLcEtS^r@L3MR?P}=Mw z9zADvHWExu%qfgBPzGiYND$<}PMxkFVn3XBv!nub?L)E;=E=zv0PUBX^3wL%(+W|a zlUL&$xb0JwXy^27j1~s*IlH-)G&eW%VQ8c|cE?a*^Jj?p7sI*XrTU3>ni&E^K|v|W zc`Y^kxuOolDID57ethtU^b&kmy=s-KNSrDcg%KHPX~$>J`kk+UIiw5)q6$!8R1khI zt3mwaq#+$0T_B&cqvPB9dhve@WMfgjH+9j4GHCb3_SS%;aKcA+bU7bSxsLpTmb&`IFiiM3da&_4}43| zX7PLl2IldKd-<;h#gL(n)To%YwN*xQp%K>by8M>V1{0kP;~gF)-4BA)0WMC8b{zDZ zpQzxasf>ZJF%b8$#E^s{{Q;p+&LcXJ+`Q;-IVe_ih2%rXLe;^V zs*|`nxb2yrhFVdss3p9{Crqr~Rqe7it;;AJl!~>H((f9`BN7HpE(<5HPC`Q(6eiBG zWcy3FbE5&|hnWH1MQz`>G&1nS`jP zv8OW-vBe!K&V}S8!wD)~egtD&AcNCF}%p~b+_yz)7n%qu=6*y8!($ZqI31)BA%64!RSS7EA z`-O*rtr7#YU`VmoU$s@`v1Kvmi9h!LzTS^;LY1KCP^YLF)UXYc5go$S)m1A?1UsBt zuViF$G996U6noIEt$LccHU-*03EV@+t>=R)*^dVa08=>2>`lkfGBcwef3NHCwv^E-I4pV1-9{B(px9~>1Qy8ikHAt0LEiEZwp;` z8RSs4N)eG9sbc3=wayg1X7*LKLCiXeXkZar7uXO*KY>w?ou~vR^49u^g%KN%Y&Uyz z_l;!s3cOswqjF!`aDO1!OoPtnGPt=4|%U2!q{@;9i{L3B>sJkwBz z>V`8GngaD}UF?QQ|QCjclVW)*iS~r#*~7BWI(&SyBw@YF~y%8Y#pF< zFg=(ATt%9FFo`h?HgcF*TN%Ax&g@NC;X-#sa`XUKLfN_8M1IpO$KJShW&~c|AB4Z9 z^>3WI%o%wTH-Gq|Z2b<&pNI|HTO3@D6NV?xJ6I7xRZRZ>k4UIKarf@lfh08JF6OKTgy8d;tl#_t>7 zaJ+c!C{JLF(KZp(^~aG09&a!WWas2Kxw$b_TeHK;?w9Jv=<`h2%#0Ol9xckdtq!T- zv$J+^1b;EAsR)06X|isr)Og~Q5*~20He>_1PB2vlkFlB>uC})JIbBjwXOV&ezH;v$ zS2d4J_CO_uk4MnsNB5ne`ZKQ>@dQCvW3{@;(n=2}L&Cv$6%jzFK?^)*CXjE;sh6V| zKaK#d07q)BevDs)Of8>6dXlUi{SL6RiK^jovod54=>5e_8-zy)uJ4`m77U#DJY{lV z_IX0`5m;9aHxbMOU9=ghByy6+3!j~6)9t4q^E_*Fa zJVeYDlR^9Z9faf~5d(#`?uf;v_@=;e@r3Op!T!#U?R=BRV5abk%gaDix;|3>+3E(t zjk4ms11W3Up5IiF@@fJc-blmfG)q@)HW-|Yz)4##W=`zpf*yg1fF3;U`TYd-SLC7d zeR8*xAMg%NBs4lgSG5OIG=eiifz)kDk&CJs-(TV~NY7dV0jXXD^#Tzc4*&^l&g3}5 zSE4NVS@Vi^GKuT`QVX?rR~FO$3nU*GOwCa`$#w@V#3DH$EgfWoj6;saa& zu*CZVmJ~zo@Al=DTJQ=__lWp7y>H|N);>|3_0U%bOL?300FQ6<=VD0~&5+>mVKAed zd#@~PgKPH+B^goGBOCg(rN#Q#(YT%`x9BUyqV3|=1tpd=|W z{=G>0=Zr&t{y$D>UR7OHp6+Nmy7ec)#?GMp=cDgi1D0WomVu@FKIwvjvI%5tKRLy_ zIaIr%{;~*jErG(el;>@K$th7R4r2W}iR;b5NIaP>5nX96GcdxvJ zWzR3-oH}xE8@-c$x#&qJQgmD__fpoqGzn_Z0c??0xq<-q*{7WkM7Ke$p8`dGw>##k zXvapQXi--YL=k@Bcc68U5tMZJSrqZh`bh%4W*?uI$Sfs_yx_@z6(awO)%K}?{m-{H zJFe#kW9)LxlQRfq8W{<5dKi2Y*r?KYecyCY@uM{YXaS|8MW@K*;HCIHdZJuPIe~6; z;7huP>TfGSd7Mx!HS%m`_lN5G&kQXrnpQ=hVts6NyGYD8;n9ylz8&10FuJl_f8%#4 zKxJw}H0>rc9U4TV&>kco8Z5G|fy7Ax%rQTLEnGQVR5U$bO)8B+-5?NPo^$1if@x(`8f!ZwDw z@P;L(hWW8Mb!2KH(0V;eOG$xsj?{EO@%*_v+p$~?|H!O!YYslXX0bojG}k6`YHmvl zV!+`XK_gYO?ghDK-suP%wyWwOPL!Jzg*C6|C4Fe4PXkX*bv1d+XzERxyqCSpfEv62 z8h4JIqn}|QnWrD(ROt zr|9sp7X0=I(zIRqs1w;RV-GYbu{1xH>Zx7~FM@M}q-A7Gnh-2Dy$Qwb?M&foYxV$e zrw~3ao!6Cp*ubEhCLTI9e0z&WS42$lj;_^RJ#H=y(snN=iv$t8R1@3*=j zKD8qt*QW*ViGNW)r6Y0srL3^)jGk0+*a8o$Kd5r?4 z8xe^9cq=ieB{9Y+ou+ZYQW6?ZhuykI_xISxb*u7<<~?xvEayKj-Z%T0R}=?@4^p&Z$YG5nmT%^EY=vm*l zTq&=b^k8rAW0Ngtw?v@WPJ>ydNQE((hF;*5cJs;PNWSK5x|w}dPR(XXdWkyE8y5pg z5x4PU-X&XG4DdM2WCgTSOLIlOl^{E_6a#0cksxeXkkER?Fm}|;u4!16<2k^OSPWo^ zju^@2G+RjBZMb)02rbS1t*zQa>`1xlg;5>%h`feoI(#I14T0{Bt(9 ztPVW+@_fSmYCc%B?YD;U`$~ahiJS^CyA*9c?PM__ppDDzw>vLJv8pNkLH^vAK{iT~ zJDVERBp4+3No}}qs2<#Zz!9@P#FbtczQjS9qJO{Z)vG}0O3#;qSEs>y6Gle5aJLrx z?^5qu#q554+ky2r%tgr?Kue7;IN0>A{P&E3AR}RjiAujy&6O74M8tp4c1U@ zh{sjn^?jBCsg(I>^%ClLKCi%>J+ci&SgzF=JN4AT7Xyg(HwXJ+U88EsW@hS^rwfu$ z?#;bJcJ2&dPc23oN`&!R=UlzJ$P-TFFMYmK4Ia!R8df0bh<|3y=%KQ4*GB%>vLA}eri!9&C)Lm_(S8wj!@G&cZtxr!jqB*O8Ok!? zV~0bX+gbw>r&)Y5yo-cH?yLN*zhgj(#+R!l$krQkU)r`C-?7IU8X5q;^I1zhNoqF3 zXIs)KT6aYGpmb0SN|FAdSMU|cUCX8NTV0N5$KQjG2QPrtT!p>Mw6ro@CIB1{EJG_DS;IXxu_2-Rd z_DJIIZrwWHp(jty5f65%h2(C;%!55LzsphkE{J=VoL&sSinx7dv6i&^=FJ;E^QNRv zHob7j$xyy4r9mk?jfWO?6(k0O^O?C~zkh=x>d-mgjQE0G@N>Jd9b1iwmPt1|)jPGX z4?rK~`uA{dj)~u}#}ho=0Q*2E)D`uGQ-PKoiG2_Km16mFyPy=`cToz;?cSE`or?S^ zM4PNH-jnbW!0-9a<~?Z|QJnVQX+jFiSm(V8Z_9Z%x!9?A01(K)h<}Pc6Lcb_l^`UR zqr5#=Gj1Z)k;Vu1mG2Due2dh+tZ@S$aP=wx8NcMw(n=84Vln)tyw0A6;ErDqKXsK2{533AW5}lK*(1UoZ}(5t7)3< zpX=1Qbn#u$W4aLTkmOj zHi<8T_Ur3Z%Agk#yCGEP1VZ!=Xdhr2-#b?kvum%g!d+xe4UdaUxAP?-IS@c#A1I^y zo?>Pc-2(88%RpK}Z5gg9`0}10;SoNCQt=c?u(jjZ6AkgIkx4OKP%ow#<~aVF%nDX0 z{iYLTwG<02OpwiVe;?IYxSQCeq5{u~qor_LkUdn{cpmzS@oha7@dIl$G;2D)D0eav z?(*It7QYx;i(d>0A`i4;RBo~mB`_vvBjjU+vYdeu#8|i=D@UPv+L`g>{QThg;R>#RG>pn=SZ?_XZdZ8FD<%TYJUoSKmN=SZZ(F$M z-wb70Z%r{aVTwh0-?zcIO|_c}S%>co9NMOzd65YT31ey;r9Ue=HXao$pX?lv9= zDglvTLbM;;hsD_aRLPVik-vaF_^tk6?}7i-F0j@-X7jeTc-7(uXB+#@;ksZmQfYFt z6d|F7Cy}Eb7<=FbY`XBz_$yyOVoqYtMx5C6Kw;5zQskjW^iAha&v)IQOj#&r{6^Nq z=ETKex#47o4`b$I+=66D+UT{1$;gwt-ud_@G;Ct-;j|MlXsN5KlHt^*6qOko;qvn% z?rugVux0iMGt9}EG`G0jL_~lQYYM_6IRqZ&oi@9>*s1Ls?xmO>3G07Oyp z{7S|mCACK5e>C)G_?m#zJa7!v#+bX7&kk#u`n~<`qTv%jG!fKJnj%IYA}&@Bu9lSb z^k{;0;iQtZGuen%I}?n#qMXBo-TL4sVpfv&T1frm1X+<|Sj}2?^_*J)cXgv{(RtrD z&$q%q9q_+XvE(fyUe4fiqZcVZZnF)cM0h!46)gE0{@3&l(` zJ2VwX?Ur*T#aA=|G_W!Zy%H3d1TdY`X*R;Pbyxa{cTIBDmZ}@oJJ!~cXcnb)yQA=o zcRmsvV(T~7J-$=mj_>C|Vhd?c+~fZA7~j()w6z~c`vm=Y&h4IdI6WOQL5nB9sZX7{ zz&+Ut)Jw6IxI?MkJlR2d9$2-i4A2h4X2#s5C2=$uz#xIWs`oz1(!8ooBsE>V{w?Lg zmkwM2u`WF@4s6qX^5XL5u+K%xjVwc`n!rsI{^eN0F!;p9S5EX7+$XX8*888AKh|1L zl>OPsmH@@0#TcmqRqIQyP5XXY+51CloFk9XkRfKki)>J|-d~mjYdVQW%f!p;yM9s{KxY-ybVTtSimOo!-RG zrnk9={)pX_I>LVaS0wRZLUdj^SRNzy-VW%Rv`HEW3`@B_^X|pdOD52Y+C$+URW!;` zk@g*sTOl#YE;6+pkpHmi1i-xh&T=zYp$g(NWC>{D$& zofnOBJ?hhK@0L3oT#cg7V~c2c1$O~ZODk?IW8J^q4||d`LJDPylC)uJrP&54;J9(b z5w{U!W+^ft^~txZNEB{1Q&6k9p8b=#A--c|u$KTbh>>c@<@Fn%TK25e*SL6@iQPG- zuj9<(L<)OHfu~dk7})gS2J{kyZ(rIZ1SC6+qg$7Jj;#zbni`!J*~FHIv=l9e{o82E zmtr;t{VV75a3*7!sz?|z6bX@H%k|hsz(REzR zX`t~>L1@}a8tSSpQV*qkpS#)yKSY-4I6KqymK0-K24KUvjlKSW$>ses32im8C2kuN zYJ}0TKV7wIk5^$t%Ddhp8zwVkYWJvG7vvTsxkQM|0Mg9hU`+ne2<+qh!V8wq>G{+{ zeynxbSq~j2uY?Mq*h*Gx$RZ5H!574K#lb;W^|1Uw=e-+uHgM12Cq&0y+PgrKME}4F(u)cqoTfc+ejHLhpXF!^Y={c7SBbV#F`u=SSb7 z6(?)=Fa;7y$|Qgy>BmAEUvF<)6Eh^w!1Sj-ZgAu;p#Tx{ApV_3tFgyULVc6T)`3uT z@Ym1UdU5giHZwbKP=LL0014T=Fa1ut41+(j`EEEv88fU-Q32Ex`N&g5EMf(M_mLX%$R^o*u z1G!mh*2evA0S z^7n#vv2_*Rc&n7LbFe*hbaHw!`O!p7LIQJSdivW(liH6!9j{C~mnP8J;uGuf!`YUV-d))2sM zYx+14y^IHax}9nYbUaN=V?i#yrI7?M)v?bd91BiaP^a*CIx3!eCJ(IOEj`3xcfq=$ z6EkICPDyI?Ygjzgp!)Li5zp8drr!I`k0!tvzLX^)li@}&T;2Q-pjt;KP5E6x;dnA| z3|7!MS^K@F(J;-BrSDrYm?{!l>Nzp-#p(S^jf$mn)s0ubI`2I>KPX}ww|*jMfh=kZ zzS*w+f>W^fjkgMAVD!b*nVm5W2Yhc93JY*{ivl31!d3oMctcz(L!S~TJH!8yzx8O^ zl{g;``{SA})?=5907C%k!5G&4soZry0L`UgK=J3wFTM*@d+joW9~*m_ScJLt|GTQ! z59U8tK5kf&KOT|xw51tdyS=(M7y75xwds@Z@Q*TZYvkiHy39CrWK6@w8e+<#dcn7P zza25af8pNxx1Bg2h|nfOyT?XAjf(_VJ78Q0p^;_Ql5ba(o%=|Zb2EU&Zi)7hG2LJdm2om0KpN4%XWnLi00vnZoE6*l+eLl2)mIGZ1-2$taI z=hw=8kPL8sfYoG)Il%+Kh7YT4Rgh)+?2W2f@^Yz2^I&0y&t*3872g0>s@qQK*>OOeYh$*iJYO86c+=6-HvIluAZj@a>KA+=I4bOl$e?p z?$jG?#M&M{o%Yi8-zqI)gBM3%VYdk**sF1bAP;DaB?AS_7`NSr?L=K?#Z(iS7HmwsyhK-e6Lq;*VP%$VYMm!jUBbPnRPKX?{Y$gz z*?$opTmg>kwd1WD#@t7Wp{1CB9i`72r(=mxaqG3&q7FKf3I0Gbq(PAdoyY`eEZ)j+ zB8l*EUC6!Mp2Eb+zJ|HZmhIElW*#k|%b_7T`VzpYjQmKoijM=@eQG`6*xx8UrZakd z0XVE53i#UouSRMYza@-bCyVs5!NgrRMuehPcYK3<;4-y1Cafb}|uirw9~R<~7w-h%qV$Y;L5{O&f<+PnlXD zO@VsBdg0|F>ALJt)w47yCRka3j}M{~U(oaRf}&}sCWuzrJ1EZ|6Zl~YV{mIDvkYwx zx`~R~`)b>|8_2=4T?IKc63FUPZJ}gN(=f2jIJK~-cA=HM;*&iy&vcLv{TY3R;r_dy zSC@m_3P?gcl}Ji@LDU#w`wlnxV;1BdPQZiP;!w(GT_?+iD8RV5FCHMEGdZl9$o{9? z6dY~Z4f}_71L!`^3wI_@rg4 zgD29YOvGO6+_O^Oy?w?HdAL(6*E(BO{z6+Kg1-T8{PxOEVKMkf2qKCTMYPT2a(FVO z+%@Kq$CCWzzUHXI!FsqE{!P?%+@nj3<#a8zo|U?w&2|GlH+Qm2)vWZ9Lw49l%cZCP zsGk<1FYg0!0pwgUGcaiVP11*BfyWmM`_{{ydzWO+mH2ZmDW6sBj)uGvAD9!kcPxax z8*P2u-$U=mdH-s6O0;kKY3!q)!m`5{MwfIhpJtKCc9FF4xIkYlKOBNSHsPjTwTHQ3HA2$POU+`*w_2O%?k?E#DWDS7UtLX*a zEE#@_5$pN;GNT)5xYf&13w_;-K@PfNlg5Sm4j(*m%=ji8HTKB>ElhYw_?w9M@Pf#Q zLnhFzmLCL=!?4@Oi(6lx3!O9s2XIMkTDnjEQ zomtpQno;1M-_1!YMXcQEMwYG1Cv2AnS`}<%J3a0f{OOmD?&Mp^gZzh~>@c3#<*rsu z#Xz%Wk%h~mb?>_ywg{5irwI;Y)OZ5lZ{^8&JseUEaE=r8wq z9dez33iA9&!IQW*6%Ef5L+gS9)Ov$~l;`|nc-_Eue9?UDMCtp#Duc=^#p8jR_|t!J z2o$gqjjT8q(2fpGl|8heT|Ml!D)NuWz~BRA-!~d1uf<_f@}%I_w9QVyWfWyoH|Asz z;j^8FCL~Q$j&&?B@7>cy>ht~=ZC05su#<36(;FT#)sSW1p=!sa8*QNUT;WYp0tm7| z)_?#-D_?#gvPjW`;<@s>3wOL?Hb0Q&h7?aF6!rpcC6~z)2GI5Kcs>eR80;|d_wYcW z3SZ!phojd+@>78HhO{h|Nvqrf=toEC;SWA#N}vYZRR7PAi(D?#uoZwTm(I6-6^dCw zKQf@)CcxAOv&Cb3dQ?GxTq;Z4*>EQ4AFZl|3u4ZJ8$l*f3_#Nd&zzhJK7VEmKRxxO zNM=p_Su(kb!bB&cI>N&+6EWP^KUElM0VQ!GAX8LRBKcTY*ukl)7uEvs&(P8}fV*$N zal;jH-fzR_E52)2ZFveL9Z(`nVDx%;(dyI(6linnC-ZNCYWXf8ya|S84`bX)uC)X2 ziFgc1J{n~(-v>(LF90+UR5?2Pi37*^J3+&-2!k*rY++W60E2q9^Wzn#DkEXr6M7)v9Cn@<~I9M}!h63oQe!DM_E z8xRci_oU{rG%&T08a}hc>#ZbXD`h0KTSs*-=96o#t*r>cEN@!}8kfNanCv5fqw?f_ z&ed6n@(8HBa+!aj{jZE5F`N$ux4+4%E7r_d`y9fJ)34bXt7z6t45T;!>z7?O`x{{W zJYO=y;NAU(VI_Z8GfUbU66flSfK^F<#!t&V8G)KbecRZ_N2P8Ynxo%9pCh5A>8m+$ zE?I}?SquZQhgx^#sXvD3cM*ZMYFj;^_R{Fr83rEmJAl6U-;M-~IVHsB6xFh89^-P=5T+(6azZ7tN8;0|BYBwzo1WjAzXz8SO!BD?V$0`#qyG*5$edI zS$%bp-^YsBz?uGXWFVzr39cbvoU1&gYKMRh_>v4gg|b1JMb2qYVWuDnHIPN7Mu4O@ zBb+}X9|IS22}=U=7H8)V#r;P(+@gIXjxM$waKp?4wcne!JO!kyaP73XV;vRd`N}L3 z7t1wc;FF?sWU`AY*;d>Gf=^Hwe(8zrF9vIEble~9a;c$#^PA*8lxskx4B5Fu`s#ZO zHPS7l?8p@Hzsobri#Q$wz|CDdjQlrCss~i2n7ymbd$lI%Ls&W-`sQ+t9gKrnqOV{n zE*OB(Nz8=4_4`|Xn>uwmksa5DS4Y*n`-gI7k5xxP0jcCxT&|M3l1?lj-b=0iV`!?p z2VkWoR!I*RW=p9#=amzCQ7B7J-B0duy94~Fu}-CRRv4l5a(VX{Fy?V{AC7K|F=3+>Tx8$t z!1A7>9Ph!2^Tpw*YLx`KC0lfZ?9>~)YtfZ`(eQiW@!`541?;VeTF+hU+v|$}+y?JW zI1udqw(OWRSh>*n-@3lHz_B^?u)ehCC=F=zbW!kEYi%V|jjuyH{KaqcGdgs=e4YaJ z1LA2y|K=$#oA9f`b>KNYSp!2bEH|8spJ}UVY#O7V0`>8wT3H2->^~Qi$NAKSdI384!p`2GWibK!#MDky9$JWB(BTXrSqZ1zZvYBeZL%6}I6 zKkLOqlXr4;4ul6qEKtO&!<&P#H<*7|JzFb$p0F5^0ohcKhgU-bk67|MB$jQ&@;;eiEPU6}H!-WAlA0 zx~1Vsc0vMedC^~PV9zjS3-yh*UB;sai&T#!0i4QGD}Lb|0Hg@tw}p{B>?s!aX+Lq z@}HpmGazlJBb*M%(ZtTr7c(@z*+TQeFlDMQ1GEx_kJN$OPoJaxte9McHhP^-saH)e zkUw8z18=k46Bk;_2Z;08#rQTsJk$U5Lf&BqgY3sm{uGFN2&QU*CvRKr(JPT|ZyA}) z%jDb7*bU;az5UedYNl5BMJLU2M%a&8-=+Y^WxIHNIQPXO5RCoLUjg~|vsBK!=sR{s zm126NHwXwg;1KX079EnfXpBfx8U#b)WO1Oy(6s0`kv7Tt_IeQpqjh#Q1?p7pSO<{K zD?5$ktIU}F=G%FUc|+7?2Q+th00){)ue`V``W9R;3}2 z_^oBo`CqHXAGz)~Yxr^iWn}071SsNSO@_2Vdtu+!PezVp+E z_YYAo6&Vk@{#>>l_an-yuvBn3gDnZ;blb7azTOkK*d4PloHJYj$`EUKriXS$$)grg z7JX5o2U@Dnx-?N8Da1+vho(+%D=@BgkI#QY!H;!x!DpZ#%<&HqwqNJOkosoC7!uI= zcK`;NZ#sJkEe8@k<6zqw!0QzJFc*;#aTZP;(Hz-t;1l8!#9dIc`aCp2IIZ1zB|rO6 zHuBx7UN~-e@$tuznWc7-UFwc=&8t9j4JS)Br{b296O{K`us>V&9=M%=aF=tkPA(!Aufo8Rv&}CLe5>xS z8y_=Cuj8*Mn#Dq@Lz5yBSaTFZ-Y#~5b`_-g!mN$qGE^@M$~QC}iuGt?%u z-^U9U_9cI5IPk)JrSv$&m1F$q z?z@lt_dzmc?(ajd@bT5dgc;_CZ)1IMUyAPz9Ya|f^!whGKANO`EU^s=!)ZvkZI3#L z^&(rQwr_blVHs%^7&LxU?)mlyh7pClZ78uhZkwuOc2jlujX5@h#_O|ZZ{Hl)J;2IT zX;NsFTYljyj8G;!l+{y|ElzdU@)-WY)mb&K{jQ@53Iz*dtVB>m+_&z9-+F~`t%`r< zFg|xxYltwh zK|f^u%*zpfH?5}HE0_3a>~43T zT(_M=@4B8xtOTC>VurT&YKd=-1nkyt?7*z4su7|s(|7x&gK7Dm8&$zCXpX!6&iWl$ z`%X=%%?UhS=G`vS&?h3)d(qRoP5H^~fl=@L0gKDO=M`eTAfF(bn{@nS^D?JNsaSp|I_sAY;3;&L;fF5@T8oU-sz7cva&R)LBy% z=x7M!kda45XsP1-%>KS*194E@{%Cz7IL#7yNm`Cq{K)x)Lf2i*?rXJLf=^{^o|V?E zk5S;jwdb64uXJ%+&&9c7k35H6fc*DnDOQ`MZAw}z;RYzwWRuCwhdAy)nbBwOT0Iwve+je%zj!1|y!;|Gg<(5wj7qp61X4}3e0O1?u>GAg zm}ZJB27$|(*Zy_$;A2&$h6iyr9;5wVOCc??x?BPf_2Tvti{p^nwTDO2hIdL?>V9vc z?%_Au5ggv(rNy%ZEu_asfD3ywDB5#ll1*wFpuN)IfcPoq;Kv<+jYvl9?H5R+UzjvR zd%4}W+i5LE8L#-`Oy?sso$*-ynw2m;^~Sh@Srtm-1jGV$h*<>B@=%iVWk;OP5@e`# zqr*}7=;CbMyj-jWZ^4k7_onrcRXi?Uf-Q56`daU_rF>a6sZwm z3U``TKI9q&Kc*-z+o=vrdsY@7UdlW?5{TKRc$f0%kV?rpLp(_C4!iSYpY_KQ&*X== zUiV+d?|)4ByP{=K%D~s>bSX6S?qFOYyWfocZusVUr6m2vEq+V9I>-`#k(9L75^o3t zYJ;*o>!vTlfmm;VVJpx>VY?*1ip{S)8y;A3XW%)@wc^pfP~rFK64$EqCoNY8yCm(Mi4I{%*CE%`uziTE1{=UXX0?!l-N=1Q#~coiKpf&=ba0$4%lzS7CNq% zI6}iHVnvwT)ld7oid%Z-D5S$)2%+b=r6!%feQIlbux?LPFyj-*kf)7zqIJtT>p)Sk zl%}z5&R6?&xBKfmt`{2o*>KM>ew(dt3!+bFD@WU6C(M2n?W-l0xUU?M@TYs1hfB98 zFgt5=fB(`&d$m#S#1$Y5`Nxnf_6rjHLzJ%554ug&93SeF1j`5Ro&Bm@PpSd(7r1C3=U#0NNPYybm06hDvsS{M(?GVX#?t%(+h)goXbkYCUSLw* zoBF2S(wcTFSw1Bgz+>~-L+Vr*^IXg0$^9J+^vuR##)meNH=bPGQkiOgpHl^oKP}p$ zdaq`T=BL!zEyiDoJe5lLsd+78R?4Wn!R%_$NqyPvff*;OdKTm}#ju^aMdy&-cIG2r zbE20zq?nsS;VTq^b{Xu(U{U_P!opufERUB-DVCX$^7 zhOe*aN{gIlANoPqbHEwNS9cJlrK+prD|fyE8E?Gkxi>RLg2sUgkp9Eq(n^m@Lj%U< zUgt}KgFgAwQL}<|dqJh6eREY(w<|>&!S~25I~T2U1s3mX4uj%8Z%L=?(1^K8q$l^@JK?aGuqMvJe+u z-F-7)H7Ikw9=5!Cz%|>;iNA1K#hR)``TJ7v*L*Hrx3A2Bs}k%xv{PJ4g6-BI($ayq zF9YA>v*vIM8{8mEt4*-!Q{o(Y8DUJUa{KYkO zH?ia+FKlzO8fnH_ERwrdxqG$MSd!$NyFDA6^oU!2s@Xs3QC3~jR2a*;y*;G&`?b|9 zpnOdG<)#$evG4w{6uGN>3khx}#qkOcZIJUw1oRf#0oP zU3F$>9R`Q}zWA*<7a`QYE{mp88a;N7wDRo0Nq}C3>;ci5(Y&*Pi&l5ui@M{3-*+tf zeCCAn8e9|M*BWKax6aVLyOjNlfi|6HWO7~KsBk_rpj5%bMRI7 z;b+Gs-P2mju&D?6&b8Q2P$=xk;iQa+pa}QTH=uv4`$uh>@-+q}{5edeUT1f*+q0#y z8|iYW*=UH4e69-@Qh%WY8Rq#RPhRPa+HGH_UE>Mm!pg9|sn_H!;c;^*mICK>SR*GR z@D={#UJTd?2?2jBfZ)&H1ps(9f}1ec6{EC0da zyZgx>?{1yn>C<+)tG%x3dR~0~0l<`%l#v9$z`_8ep%38s7`5laCp%|5r%!hF6dbH? z0KB3y@^Ht1UxfK92LJ~8{Pq2n29NeT4Ib*c|IT~yJB;|-g*w0UApZ`*{28Ld{2fAu zmh&gU{{HXscixerDJ%H<1~ z-vnj&7r{Y?9R3BuOGG4O6zG8d*F+cqEZpCTm;e}f7&usX*cUGm5MRKdazGQY;NU4= z0bjgRGQ_5G_{@%g6aS@Jl$r)tx!Z_?(=lL5>?Li2%IW5ru@e_wUQOU@@x+fN5`m$$hh+%fkBpxt%LDGuM!muMGq9yVpEY>gH~tsYQ*0 z3wt+M09aTkxA4DtdWrCY>o*IOz*q244jibkU$B3U$N9xUxAN2}2aVCDV?ctK3a+se z=NT=+F9u$|=IWV-GLesOBB9FdY`XOi3;)j?(EZE8^D+Px?suJ701?2|#{?N#2AU)m z9t3&H3U?6+kiXPb26^LSUs8J%9&n7Nj#s=cCH_gBOYK1-t;kjrp@KNE>lyGp<%wwR z8GyX;{Ta~b8&fA+v-t2rjcaz*Bw}No?{a-@Zs{rX8KA51P@Gq!8E?#3>_fLGrbTy? zbz&)NYHCx{sJ0K&gJi)XvgG75{%)Y9>!j8s{;*Ek{<}su+?=sr{k@rAz%!uYW9`zM z12Fr(x|SM2q+8V{y7Ep{Ti34S_8Bm=agTB8m-j?!Hgq7weahtewtvVfu-N6;g>|EA zaV%c(+k#?|vF2SkL#@?DY}^VG9oZJa>H8y(>-poKf1>HBF%@@}d1KrFdU;NUY*m+UYbgqU&Xyee9!eZpDMoUpakZs=x0i z9iBK{b?;*{VNgrWSfoae*XdT`V9@i2&JD(CN_)!UGhnRqD)+L4p>dXtr}NsEiK&&M zx12lRVBd~vrNQQj?P)N7_Unq@w7RZcJ#t5q{jsgw=L0pKOgqYj+GhX??{Q(&GvIT1 zlHb5`g@Ius28nv>Y<*wHLs+0`1;lmFPy0d>g53Fi;hu3WDJiD(TXVtuel!U$#YO#* zTXPIVZqBvJxNTbt?i74I*ZN`FW5D|v5a4%<@oVZd9f=POIIXgNSVMQ9@$*#>@qHDJPHw$XR>^f!^i!yA7GmfL;SJFayL%AmoU*ZU z6F^#-EIQa)*oUOf4GnZoN#(ONZ0Lz;+_#H5oHJI5EgAdCsaQvkJst`j`4#$=iyinR z-+#J<)JEJpa=EX`Z->v=9t+2Q>pge|EZ~`W>FaUu7eEqH?)lofZ4?FUmNy=PlQ!!7 zHtp)40R=J&TQZ;FVR`w3_Wzn4Q&%w2Z-@Ba`Ri%#w{(AD$sV_Q2KbrZ3OxhHA&KS} zDO6?NnZA`B57xsXUv0OYBVj(3)ZNEa=l^7HId{nJgy6n~=5%eUo>yB4_@Qw~LW)|w zm?ARc)Oi1X$oTNeF9Xse>r(D3r}IL!`Z!uHN6Y-aBl8(>kc?W&&OF&&eha3mwSBj| zi*;l$Xg=fOcf;ZKWW&+ora&1}gtjn$9m+kRi556G(;TB}w_nFoY(!pNUsj*`5e{sB z6R&ziHmS0&9_t5PMhkq38k-_@blIDpQp#clk9r=EBdm7((@-Ju7uJ5S`Rk&840TWJR zJ|ZBx(n9C<8**t3`5)NLPicd0e&-3wdLcGK#PB*Y^>u11NTBv|)T-R$dOeM7>_X?m z7Gcuew5t-+>SpME@v?kvV^rPG=yLK>L#6 z#y{`smaw}&Zh?}X0ngKyl}oz(08Y;CwX$@Yfa96V8ymBy4aJ$#CtQo%se9ez740)C zCpLI3#Dsm9Mz8G4&g|i#+WQ-g3YvtZZ!Y{St;D{(Sy^r<)qQ>Kxj!1ozg$N=y*KZ? zVO5)!k*;>M7#*y99oW*UMKaS3Db4T=T)EVn9Fx#oV4ukJs&P2t>ARS>dS-4%Rd zZeg-(hwgpHYC`f))XxCTubukGB9=^^(H>|P`wxycXI2af9HQR*7^if#ggkdDbc;ecpdPu!N#EVRm-4Rf@#$EABNwGAtga|@*?CXbduVmtd# z4QGJw&iiM;3;p|*1IlIJ1&0B<3$8dv(xt(D9%2Y|6+Dvv?CkZ8W=NsCP#mgVwsWYP zh+9OfbOS?zqpn0!YCVGsF1tf$bZ3KO>_H8wzKN6@^ER#vk?K!Nout|aOLZTadO1w* zR2s>uTL!B;CyveQ%Z;Dvgb%I1X871CkA659XaZF)X`}1C!_(g%wqpDPoKMu)Lh_W3 zXLm(1;Q0(F6PYQx%Sgy3Dz#CqX+X3hBKj@>pp>UcP)?Ac`89MiSE^zqF7G~@GGFT2 zmGd_aU#V8-?z6fr3rVU%BB1MRs&t>Gh~~-gOQWu0!2?;>jp{y}ffoTW*d@xYPY!KFM!~Feg38CK`1mKD%zUdwRt2D%mP*K2z%X`>w38xzq^IQRp= zGOCRm>0~(v4zb*pD`X-+2B*I^`V~UFp74wA1*TQhAItO(fKE)U7RwJdU*$x+oc0?s z%32|4Nq&QLu4M9@st>Mr>WDM(FzvVd0hD zQ+cjzt0S4d&3evBp=pY5{I#cFzGOeu+TGi?EiX*6to%sEH64%RJV4N7XK^<%;5>5fZd_uD~j?6qUJ6X4#oVrg@H@}Sd`3yk%njk9? zH%c07WdT^;<$Z%s)a`(|w(ybE)bA|H_L@1Ps-p&2k5M;Q-vGPY)ZE84FsLWCIyvp> z`*qdYOQiegitWns>Uias@RcAV3vH9i^U|N_;!m9L5-RLMMOhfY^A^k>GGb!-ACwg( zW!_8tiUPpIy%QIefQ8ESHnz@=Qp)c%H8iy-UQPj!03=Xc^9Dd>XzXM!uOj*Jmvn4v zXKVWF`(NpL{x?nl%&`0_>%XS`e}-Nd+dDc#b9F&q8WU3|W9SzIeI4AK?V<578c;uu zk=1X%^)J8GM`bZ+yg$^B?riG*>t6u9F#`qrn>Rp;-|&M%#ly+j)W(TI#@3h>@K>3? zvf)WN8hSVx8(N!Euuw=D+SnLUu(PuNO8IZ5Uw!yzkrzt8`vwMY?BBS5D>HU+bp0y? z1Iq!$aQ`Bx-_cM6B?dr%hlhUwkMQCJ0uloBML|SBKtw@BMn*wKM#cOSF8%fSpRv=Q zVJHAXL4@&!8H0hr0{n(P{Lg)WPf)&KVWHytzw`nD{v|9NBFtaV1`ZlRMudOy0ssqu zfnp4-R|r(tl>PyA$3RzaHIrSiXM95FUT1XI+xwK`3IgB*e6 zshepfh3pHQ>T&p3lK5dl4om`q2U6L*znP_?VuOn1|1wW6I7!TR+@IP%;lhDqST~#R zK}*CwY9>^6V>R%09$;dSxRzR!C$SI$YCxV`y&E}E;m~R~ZZ_iukyy`Y*i_&g$@Z>I zORlU4)%qS(L2C(_JlkhS=RRu)#m$UuBrpwV;~2XNP)d>QJLd-Xt$235_iR~U<;zWE z`4};WRL!%^2dm@Kh<<_Uh-1uTO=TRS+nOKeDI=FhRkqtp9S*|1nA3tt*6)=^wMQX! zm&}HP*qLLkSH{V9k**2Ap`~^`Y9HRjAxIBLp{4ovUzwYqnVXwlVf{n+&r|==T&k|| zANETlY+`H*OtUvZ?dhRToblKM*nTibJoQQRYakuZUIabkaU&azRx|IJXv@!$B_uY? zKm}B>4TNc>JAYD$!cRYqvX6GkoeIQt<}q^u6w~U}NWcLD`BKcdgT9H@DJ)#Sc!!cQ zt%nQvIY!5(O=Nq}vAA;W>`Bn{0ypeSd!fR*&TmxfWakrI=0Er7vqua$4M{H4QkZ}w zuTZO`&oX(5IqpIWArT4UI?V50gwa$Q0aK8I@>8hIC@Efl4@!R|&Ccyt<-I&TD=YIB zolW|tl%C~oL-YhWQz?P>x!v(_3w6Y%qg-Lr(fe_v1`_{=^q;5yvoF|!s6@Bk_t7k4 zc18+_9J#2q2aOw=<k{(5nWP-P)}grx>xd zcrAxNmZ2u#O%y|nfM7voo2MS-Tkm-~u2|F%##uKDX-P_>SF7ksnFBVJr{Up9%(D`> z!&UP&i|LkA9qw6y$BgOHZ)s9sv5nlY;(wrQ1Qg&J#s8?9l07CqFnKdt71R)i zuQsh#_s^J0K#%*s8#6EfI$PpbS|8Mm+2Lz+Efan3kTUJSg6LxYJ-FZG*B(HBv_L+v zs}-qh!8NEI@gy3dNlBT5=Gxk3E708+hR*);4QnCcU^BvdTlMX>6NfFe{!wM^uu?E-n8Q{t_v9P?~AOZ5Zjo{2*;a>}g1lE2F!TEN2c-7RG zOBcKCbbW9}pP~IqlP`@XrQbtO@5iOhn*P?4e$UEu1!5#IUDV)?!#uE=Xwx>hX@r=o z(5A~kK0mUySeP;;v(+ialw~$kB;4oXodTaxl!ZouVmwO?Vhp&?i{?|rTO>eBa`NAU ziiQ6?_fJRokJ^u^t_-Gp+l!g3XK=W3oC{yvj8Jzx4Xdwwy@b*vv>0o_EJx_8I#{Za z%k;iBt%dXOjn=?`@(zpUtWj1@lmYPA%`NlC=y&qDk^{ml1yOCx>1MP@oFUO;chIX8 zILg)THyq%w>)WIFpcJED9lI_ySlt$hAxup(EhI-w5`knApu{^~5Y;1{^&SxwK2%Dn z2`u6JRZozdmT_u_U5%9t?PqXkh^6Xv+Ks|H`-txYey@agXO3^E@8L|uB?2@08x#qR z(#BNH6F7(#^064KM&7>V=x-0x(zvmGso||n>pHHDQ~A!C)yUM6W33V8Esrek=k--o z^tT_zb}HpA$!?$eIm1dxrZuZYSVmyS(+-Sy@U(*Y^DVXO$Mk?`T!h3spv2vm#;I4i zsEwuk&_?`8Y|r!mbR<>C=oz!*`waa^$(f}}TkRwo#@Z1Vmrny0RLd$7bz#U1ZXrDy zO1irmt@ho%#e0lvodVuZuaPSy6C+7TZwupc9AP&IvoKoCdXDXs+x+4-JBH z4o-lk6j0w!oF#sa41W_BmlhWnSArt}H+;8;wl&3>6$n%(+1VyxA6naf2J{BG$G`<;@dtKrqmOm>Y$jN)4Z!aqGtg5AQ{LW?zXOa zxqpcpLI>N7um_Q@z&PkI$C-rKZSr{w8gIE3hnepCL#7!Ry$#5B=5fupNiIUp({dC< z(n{kU&JqX;Y)}2RM72$0?|v}lCvDNi?D#5%=95l{iE@_^j2j&GeJsjhucOVsUiF7- zCAXI=`?$+N7c=r9kTSZKbcFj|L8aL%WyO{c_>@rte} zcC-&H1(;x6ZWBL&f56y6R3!P_EV&3;@&)Qy@V(bPBID0C%1l^z#Ya~oIVIN-1aK5( zK3Q8M9wrE#($&eIQ{V||A&3YRc1svz{$Kz!+^Em56(Ct>#?3!7XQ1P~_iRZLb9e@* zd6?@{j>e+(k;ksyQd>Bpvwdr3fSag4`9`)ps?o?*UEx?5Ol&yBsW?YqCd*6~Q85cJ)f$drgPv~xv`LtjFA20S!% zUZ`OJu6PhvI}|95_}<{zebUgQ6&3*%6rA>*Yni7ASuI8kpH%BfKW-4;;4O%&#;8iu z?>MYh)DxJu%P&ViI4#|M2*fpdE1)90_o?8>wZ|sGE6vn8@I_o!q77{OyIT+X^E9Gml?AX^R}Nxhlc*v0rXNxh zint@bSF9|N-sba&9wCU4`e^?c_}Voim;fZ8Bu}cB_ofOMWW9smcPz7#IzBU92Ayqr z&FBcs4!KOD|86-DmR3`v*;SErs>^9`!dF)Z+( z$%}k?|Fx_S)DPd}!$Urgaj@7o=ZD7vc_LO4euN}NLXIRJMn)+;L8c6R(8O7) z!t}~6da~$tTk5PYX;69m#MF>EuLsy7;ycIQnHXW4?R9`~R`FXdQTdkA%isbE4m+mSZ z4lG!C&}xS-SCZJx`9fBHC9I>syFh>zPgsgvkvg_EwjEnh79^!N`=VkdLdpJ(59cYR zo2f>|SFdn2J_pRv^zFKDYNfH;9}trlb2tq6VAsOa_wa&mT)*CC2Iff^5A0SGve)q* z#;q`NWXlC2g|~52pYj$Mx-C&W^vD6Ru+%+l$w09PepvducVt9NG|5zY?&T zxRrj45%i;(x*$Zdd1Kvi#BcE4sP-W06?=%e52zo$PYW;ekn7MILZ73pNLq$F&~3AkO9`$T z$Fu}60-B1)s84$^Z@hyqn8MMg0NtVsC<}O$R!;|5ARx-h>rROIz{5*qg=KH7nbQBN zEdnF`ff!6ZfW6bs_vjKsJBzv&T4D7h!N7NVzV z#)Hgz?aF@}Q3N^BU+(AQd63WL3_k7Myt{^_q6!*u2rFAHjmtOlwi&5S&L>K6HEgDo zSYGnvenpIRY;eKj%#C6BR#(t3K`Uj=8{L!s(D7^G#r%(Aj%=RjukLPQMsH!*NMn?& zR%4q_Jm!M2us)uPKkD-mzNJGKO5{CQ>Q~N#mrrao%se6d8f%^TUccVhi~P#bM`*rJ zf^gXW`_AcwD&wg}7WZNvckl#7Bis$s(0kVY(_Ku~R9$a%&LwYJuU8u7MvwC6OZo|P zywvS4C5k_fimi~0840vBd}|cg^oY2V+7qM)Mp?XZMZWX=0y!~W?B#8I;L7DR zJ)PXVW6t78+q`o{X6^uvNeq3dS2kNRst?PxuHTDYA*oLNjBzpeN3hRsa>e981upSq zbhC!!EdD^#3Vkd5G})ru#2!JGu8<#geu?>}+4L!)J-?A)bf>r4~ssVU% zYqG9A5<36?q~GXcuA_c?fBV*sv{2!7NS$CLI#6-~Jhs8h1{FKiIy`dw?T-*t(ie-b znP#RY&gJFqq90S=}E)5Y`SZ+0oS6=88%$%%-FS2qz8bqG%}z z;p(xD56JWK*vZP4LbG<7`d4!}B4plgp{kf!O;Ve{N-sW4Da#8RpSzuM4pPd|iAREL#0_kJh_Y+Yn}%&u#0gA0CpmhpsN11~gbN*Q1^hukZnAR0 zcAjdp5-F1%{|VCX1jN$R^hvqeC_xegreR|3G4%RPqlcD**iQheJ1)`{2j zlLjE;{}>YVd@fIx!#}FWjN3dHW@e2ur+0tq*X#;aO+}u-MUkU0r?erRByLUw3G8gbs&@ z@b(W%HcQqOl3I2X6TG-1i8aZwCwxq>fdb-*iN3L;``X*u#_A<3d=$)}QyKWo zG}>2i4s@{JGo`)0ACRfgB^qK4LMNizwN^9e-8u)_wd-&FeKRV@x3x)ylhYHOd9{8*u7Ad)t@ja|EV$SY^k zaLRI7$I4Bd^+uI?&98>FdmEOi_hfKN5+nv~?+4%7hfg924H77q=Qvgy`EN9eEP)wq zXB|Iy#~YDQ8tcQe-`S5!zD(;?bX^x+e|;IqQX0=`yJ`2RLy5)FG)e+||E3zM@c`kP z{0+$Uf8p^$&-~tt$5PVh{K%X_`=YqggcLd5K}SZ%x-SHEHb*?Rc?*TIPGq$BZ#LcB z!5<+yHJE@=E;q+xji`_h2|_D684O+T-E7wC-<~T_kKdV-*s|o*igs{Me&QfxlmKef zqnf=o#B~B7#|n>!=mX6S;;nIgp=x9R9wwd{mf2K#W_NmeGBrwHGY?KP$Y?&8H(Y|`Snvh4o2U>4#rnHdCGIDZYU2RyE}sK(uN^1K+>ssGm+liA zW5Iz-aMG+($6=IFUhD5J7=$JIJoH&I@uh@liPBJghV0fN(#JU$3cl$M8NZIBM*i+b zpzvKO+8+o#DI7=koz1S_E2ZGN~M&F zJ`eZ23)2w4~fTNctEQNp}8`R&^Ajeze>tk zhx)L)o*RmhrAyhaWiqef%eWt9uW4S}G5HT0Y`9&2cqx5(H+CfGnmocw;zQitnNgz0 zOG_^u!R{U$Xy1&Os)Byp;(X`XHWE12=(KJ{4ja7MG>=~!x9iB0VoV2C891!0k?#bW zKYWRDb1BcFqGF~Rqhk3Z(w&3DcR*hWdd|3Lm1?bNep`+*D>p!9*yNslkCr7Zle^r< zmjA5`#yGf*OOzuw>`;z4^owlU%wmB=nTgZLu8E7w@uPg}*4ia*I~J~0s?iRTrQ>^3 zExOEp;mM2+uxl2Z=%yqQG`cTcXJzW`UY_ZMi3j(khso4Y`r*0yEgou|uC1bE40nBXBjd_AG2u0d-3jV{ zNCmbW9>uzisX=}gkgg#w8Hp86S_%xuX9)HaQWE_TIIEuszai5k-T1Ls#Vug?$8nOu zQ@`=Qi}hcfQRM|#`{k=GO;k|)&29xM&NuD~mF47R{?kYvm9|7o48_*jY9Wp-Y=;;& zQm=EasB2NNp*^s>71sk>hxuIl_tOv&aQ+Lc-$j2+BdRPae<5!<^#c~D_6OR9igqZa z?UFNgr?c?;hrBKYrE8SUC;gP8u$Zy;N5`d5wb=t{vU;R$Bzfkr0~6j40oC*xf(+b4 z?_%}7k*8uRn>?V*QVQR@5fSIS)pF^W<%WpnE^FyqszG^f(YYwD^y=F6k%4ZbVRaUP zqb)GI1VvMu$$>d$X5yI#)A#t&z3OuWDHx|-4ZC@t(~e4TZWOzp3uW;q z4{M#=z_WFIR6bx%;lZ94Zp8g=ZCmkDxe=Yuw0eL{jEvZL4Mno`-yJ6b)e#9MNa2{$ z1a%W|#HS0q39GdPgCPT^CF~uQqa%(SKiWlxrizqdk4>7BFQQ9Dp8<9B-PDn5*&VqL z^gh(YZ+o62? ze)Ds6<7%VT8Il@ODWgxj9!!!VXb{$0!NC^xHA`{T4s%N#ZR6SvE=PX%Ln@x)>Ca_C z#m9ajSip-aG3GDAw~u)*re%l1N|PFA_nPTBhvmtXlkgEVH7AK-)aWWcbZL3>?HD7O z#BN}LF*?dV)#I+(8{Ty?ZL#B~*{@!Z8?!}uN~~1z5g31}0jlvB**Eh5m;RIx(rWT_mGx(f!hR`uxFSw90%WhL3I9lw z<@*w+;op@h`U-z8OeR;#TuX}WryfT*$b7;<0T>BN^O$Un-%4k!-^tQm7qn^iA46*I zWB|I#-M0tVYw_BVUhKTn7PcIo_yeWd21tbWhsW#!)t~x zwbK0qxLB$T*H0UvN>NEE3GVx`hl#`s#$xGg`5JGZ@#&8cnXlY2^uZHiYzSC*b88#7 z=^un}LgcbsZ{F0v^LRwxolgv`y;It#m1Obe7cEf2d@0FgEzWpJjnpaU9`Y+EfD=HXrLs>+nV`jM>7fXmj+;)02wouL_U-0^m zQ2DegI-Bm$4|yg{GkZr%HOJP@wp9-RG^zv$8+L;%aHQcM49YMNT(K zhvZx$tA9Rh1${w)-9H|ts-arwsPCl}7LZC)gJo*teST* zl_((im3d5ZYm6Cmy!%~S5qJDIDpG2<8D1{j&oLsB_$tN-G@@@j_Ha~=mRxx>VvmPv zJG83_Mw-f0nRVZ-s0CrE`TJx@A-+NJ6Iavvvlhk)v#~T^)##yNBT&<0!>Zi2RTsN@ z%u?$p=~8rE3ilH6Jk=q3Q(LARl&|u$A=zA7P*MnUWH0C3IW<(C`zB>Z7q(fT#StcU z-lNzVt(Jj zUZIZbhHver+6iA@L~dI>h7P|mMO)f=Jtb6mF0ssgs2#D+LrE*($|AQGV{s^n3u3&l z6?8!9%^#dQ<4NtTbKUxy?}Q5MPk)jV%++7$HKbZeFXp zCPT-uorrzD0oHfF-UAhv%9`_|B+{GI$Q_ydAudEcyizt-ss*{SaldV@iZKJ$=>iFzQVnFc-VtuzUYBM@}sA(Ch7QTEeMu}heL#Z%|sDFC`O_24hQxy9@9v|YPz<%6ByW$p%lx=Lt3YiTl%1)R=z=6c*W%fDtkblstkZxH zB5UaiywLWiO^E(}ycibV67XTF4(PX~OkbMHltuCkAavw!G_y*3P_@=X66sp_WE!FI zP%Yr&JYfcu?%#nUt8^TQ;7FQ6c{FE}l-^BanXZQE)o67hmcc@alDt2PtN)I&MmriK zN3-gM&z$_Vh$fkWqr~DyBPfE>Eynz*CNxEHLz%u_y^zzm|33R5E?}xxdau*#oKQ*weu@aCxv7oHW9p}rr`$4&=_9;TX5PC9<>Y*_n!au(N@@gaLRDrP=*<{|uA5p-4V*j9$4Kk9vR ztsD9v`(u#a_x=u_ud+u2C&)W%KI5b6xf@U?G+kNX&YR(Q0mIdu1x2y~8DS z(!ml(qy`>Wr*c4<6RPgQvs5IUG~x6GQT`wUFVVn0P1jIubBZxbVF^?Xv9ccB3&$+G z^H<)xAie9hcNvK;v+7o+&xpPNYlY|AlyQ)KZo0I?UuNu!)HVD;)Y0K6X)|_n3*nxr z#Xfe68BgP)yte&mQ+er^)WG=9?lN;F7+S+FRH3c8@u{KUp1Xy^5BZC4rLXLceu&Sv z|C^q|&Jt@#ExP<|5tSP{?^Q@H)NFn$(`A=EIUnpJV}t3mwnzGH|Gxc>DcP6sy5zsx zQ~J$Ml}T~sp$VT$w$Y0p zSEG6y)826!G7zKKfy2WeMlpRvCk=XXhmG!hGJuLk-a(pCDw;X&Ahd2&ZUhZIyx^_| z+ZfvfDB$>VC^9}(ZuOWrBDG6} z*N$_AfwFe`niA2$ZHN!+3%8`ClV8h3N;eXk)i-l3bN?4l=_=eDqw{Sv^6af0Gyl|$ zm&r$n&7&EQUv!HQgzb{wJLjMZ^1n=$!p0Ko^;$gnrXnhHVcxlj-y@l8vjbmSbPQR{g6BC`&r`6tbt$yL-cH`?3BAj=| z!0lb%%yKgPG+J(X{o1f?{nL04y8$MoM&&dn%`IG)xc|Io1Yl0KTP>{5-QGq984h$CGiN`?w&uiar&hP{}I){n^hgq&OrU{Z?LzAVvKzeurMK#SorBb4a95H(!s{jpS{W11QfFwF+&pu;YNl-02{dBnRJD=av~RQ^u5-XX z{>c`7C9=*|b20YG?Lp(QJhd{;T4x-cf69XCu&lh8gH&l{?h}s~=OGcDWi_he~y?r9tE0JjuqwTu^qvRP#3o*y*q@Zbc!KIzr|62AQeYxcE@tKQH#z<(IsDfT)S`aJ{mc zI%k2Ew-#P0#By|-En_}#;OvEhw*>BZh|e=%U31cPN#yh3NFkHqo4Ks@dgSkd zi9#i0yvAtrC@UPtX7lQhnTcAcN(!G4EkCM&Mdw{sc6#=Pq>VRW`?t<6nv_9;%J>AY znWqCs5H-mkoN9(Kv%$>vI7T2~6onW89Db5&IIf+*r_Ko-qd470o!Gr{(ofWDT7C9i zKwiy6wc{fJ;3&ptyExosO(YcLR{&qPrT%Og)$Z zf;MvCxDGX9OorJCrPDD#Y6ZJbF41`2+8z(}5hpwIu~C3J{@87rCtES9TD9cgP9BmX zaa_*XsR9SRaSM^Aj-hWe;|NivW(lkvYu>z*^ddZ9u#dXjjEgvaIc!ifPS6Xidp)&S zX#gi3@nMxcC?5XZ$_)=|jL+De8cN3Lk*f5546#VuodA2P{jmV59rdvd0`Jme=X~n9 zD#YST09A?w0{!QDKD0%N%v;@!ZikQ^nXv$*?W8X8sJB7cA(FGCOS#?AZBqM;ldpDo zIIcPPe7^VhGmTxnxp+Vx92JNzHKp!Y@0M?&=e$6rHilnL=d@ zYvv;ewLjDS4?S0^4sPiJX`DC~%7gfe;5K4KW7a;2N+BD+_^wSpx+>mvH`2H&{rb|Z z4F-|gYu9q@&dc_>s;S>N5vrBUd7R67PoUKu|7t>m=#>djVQO5K`c>RfQpLm+Aj*s9 zu2Gtb)TAtcnW|^`=Xky)_+;~u6~c7DxFa*NA>2W2bc?`74zH~8#&B@Rjh2t-Q>3m* zH9_}EVz0F!#S^<4=Lf+X3Qk@<%V9;!+Iksd6i#Z7a&gDlPc$Li4r?@KM#i&@W(9OF zGz|D;og#p+X^*>GV-pfZZF&p3#ZaXKWc{2ay?UY&E6$TljMMQu1rnWSMiWwD1!OJHPbc$+-k#nY7~h5bx*Vxy~LL2L> zhmTaTB+c9}qbChK+=M>`@+DeG=hPD!ZCkFsRnUzI@6ap8kd|jA?FdstPyq8Q>fW9d z&2xX)^0q@?I9nVhH^H+B?G04(L(-~~@4#YXj+gc|t+}Nm?b-yo34>a>MH>{J%A&6K zGIvRi6g=gsmeO325V}_`eYRI+hr+_XcvO-`CODu@z)IS%JMWdT>UHzMETY_n)+PBB zddKKV?1NDlgv*@|qVW6L#%*ic@Ccs)7x`S4f39bJ)SfpCG_L^&jvRE*dz1dPwK?P1 zS;1V2#u1xY&jDbH01BrY(HLHJ&?fK7r){?g_G-4&ak@{`tL2ChjomSF&gX=If{EyA zj~5b(j1w=lcy+%;+4n!GdI*pMi9I6QSJ~KWs4ASi(7CEV2J{~!m^da=pb-2p0v;zW zQKn_DG-|!|&r5?uWeQyxOQ>F{#E%a82uvtkC$8nT6rMO{`o@KJ?Pj$ z=Bw^_5OBJ%kDX)Xcn+A&wx-5!vu}V4RCzv!9TM8_e+CQ;aA)l-+vTyZnJsI zl=kP#SG3QQwrc60IBz^aB?EG7U(3YxBD9iXxeFYV3?O@m4T)ELGslq-`503v+hCPu zNO(=t{f%BTpE|=fHvRC56!f(hXbkz|FozB)w0FUC@!OjZ{^20r!vSD5p+{6htu6aa zR7<$Qj=Ko*=$h4%tw{8ct_^3sWfu0xie`EX2$l`4{6WohLgaJH#|SWYdBT7+hq3G@ z>i9!xA{$;FlZ} z87<@5sY#Yk4%eG$)V9qDle^{E9O#?v?Rxid2p|bZV$=l~qkvuJ;DFwYu-}J;Me5iG z_zE1TGi|+co*lt<^rkzuNy*OZB=&o0yI9vs454;h{P}xnMwAS(J>8_RQpZ&5f`Y%~ zCeGKx*L*fA=ltWtXY|DkFLYx5*gTeV>+@1B{$z`f0ol?a$o2UIR^7yJ{G|x0{84zS z#I+?&mm~1gwX3zGSMNMiS;q}SihE-mtVHMKzjzo^&5BjA3$Bcgt|;@4z{C#Bej%xu zz}bueWOTPB5{sjvDihyk1%LhOd&Zok+PX(u;S=%gmB}BdE=)YHk2%n}2faf85#3fL zlX#)bz~g<=0lkA7s(IfpE7pS|+ujyIJNZF`e0t8*HZt3VWzI%s3uOfjCv2uGV0F98gNLZPmOTcTAwKz5<DE;oOuFY{RH7wTQ{NqVN_BOQ*BQ8^4TzZH8F zXZr^Jz1}{gLnK%T^S(q>;;HjdicxQMSTbI`;Cub4u;IN|Y%O}_7BJ=F)`~7>GZH1F zGMef7JQU$Z;0{S(-jo5gz>UKU@6>S_mWrCh%NRXgSvsQ9tl5mOT`eQLLnKz}LeIL+*mdW2bZ)TO5O&1CXB{kDT`u`_v`(?geYbu$oDojN$hDyP#pKcG{qWJozTtZO3tYJZMqEq zd4fR=mH)NE-==XGC6uD59B*b}j%(U!%L@)i~GTcUsum zHW4x@ZN8e9eU&oKV|(Wm)^M!N@~cQ3H9O(Og#dbn$;3vXFbc+c0%Yj`M~A!cM$GHO zK%{1EGQ$t4tS))zLaZdJ%gOB6x@#l;OGWO7W z*qJoJ7|HG8HyE*TFBGV{CQVq3?Ncjf3t467G-y(gaW5^*fcOqkJnoi?KU$hP@R;ey zzC?r-y(vWuIdp6fU)v~dP3WA*+q+N5>P|zLv>1i&V3)(dpb|UQ64~~wyimBM0 zkzpGV;9P6n=}}&(*Q`CgacVQiNA)1O+RD)00LGdj8*y$PM_UDr=S%R6*+!5bB4dE( z{;?7NPs4x4&=MW?4XVC{#?Um2^D>eRk-vXUymX|oPA^pL9dY&4F-$^#3_G?;y(2NnI*9yfC50Fc>A(;a;1K{V* z&Vz)y17!rRSc0-j1kb zuVu-3VoL-}E3}E_kyLZik(Ac}osJF}HYZ=a**>?9l_NJ!HkT_<4^C3pCy!pF&Gi{m z->n{y5--U=Q&mF$(_V*0~ z-^`o6MzX#TTvyP#DfKQ>Jxgvq=NX=|3r9mRl8h{pp@Or0|k{dERW{R_US zsOBFxU{bdQ{oBR2TohLOVDOo{dUuCD#&($p`Q!?HaG`$&G(zo~N&DyYEE zx|gSxL^aBPEgfgV^|I$IH_Ydy2p(Pq9S3dTWHw^i+)pxA8CAJw$!R`xl(|eC?b%+& z`+rt6QWTu#t+kDN23VDW#Fa=gnQVi3jSH3gSKQ1aiqRxr@*)^5s>L=>PpO-O2{BV! zgwKb%j3Tju3!|7)*y)rh!zy*-cd9ue-G>=E(}w3gS+V7DFo!t@fW4T_!<5hq(nw1X z^n%n(wFCcy^{`)(MyWLG?s$jZF`xdUn;=3X^y5c$crmTLsWn}|{fl4uDv*kJ) zajgn{CzjIIYdqD05*$@0$1;?X6FtJJ!hf9wP*uvmx8+nUhFRN76EJD@Be$j;Lk6tr zio;D=L_og%61~C5pVY>^+Y7dt!YBR9m04Da26x;<9p*2sS+~p4tH+5SNZY!Mp57Wj z5MIpEKrI~2sX!W!2<$r1QyCgt_O|`fCbfJ?U#9}$m4Jk{?1tC$lg&V-`sd&Q6~1i_Suq@l!Ve6Z>7W563%bUsctMlJjwi6U6b(SLyWbMEuA2Kc zL8<@9T6J}spD_-=Oi;|^B>}Wj7CAgH+gcY^_65Gqn)5j`T;_KAlgPRGP~^r-#+l!f z%Hrv_H5pS-N;0?hPcwR zuHD+}5rX)(kQjNmfnu5}5 zc3!NV8JH$__+3z&dbibP$${@QeDa%*UiIzVfLVFHy*19ZNM0FJWHIrdEuALh7ZyUq zd;29j|G?;|#3yEO$Jg5wp#6Ou|6OyzDuuk-RMC9&GJ8p4L1MxSN_=-IMOtuRXw%cP zwLq(xnDGYUZRSUM3eo~2RyMBBK0L#n)zXTr@jSmr<=%?kM#G_uYnPTO6FZPUHi`SIMg*6gkiT)O@!QC{T%uqno>Sb@tzT5r4M8_q>^gjAK zd!*OGjuE_G*QS*zOT=bCma$Z+aEyu>*V5i$6XPfu6eZB~t^V3g3vI>hI38b9cXbg~ zj1! z!Uu8{<3bf;Kg=8)Nxge*&S2Hja!YRT=@0!aWy&#|icdMk6_4`N-i87+0(hhL$J5JEyd95c5A0rU3Zc? zDBY(h-2!uF;q!)>5y+D`94MAUVOe&aqt*8hiJKNcE$d-p_L>V;rsfzzSz~mb254}d ze`GNwVW}`a;3G%?>=6;DPhaVq_sZVIJp8EsIcH1Pk$gZ~+8bt7R)|!w()GmU5{j2A zvav-;2rgSjS+cp<`JB?B(zhBLvKwTd>s}q@e@Nh(%9m%bk3I56e_rc&cbaMP?8>9p z(Hsf017B8aeIqOVL&g;!;`9~r!k#oeFAPbT!S=C6K za)E0Hhg&mi{*kcnlaKKo60FzvdjJQm>}b1j#fim^WxCqPXpei+;JM!IR5fkiTQ#Ni{#e#8BN^E{?jSe5Uy0i{}N z)C)W#Hu%YR65SE?$FifYu>Q*4aDjNdBwbF5Zv&rf0CCQb~7CF58?Oc`5Q#m#b zOU9djq%*V1H`ncB9z{Sr6|-*`?8E1kZ3QncZ{pW(upnBY{Q1RS#hwFcoGpgUE=>AZ z?UDro8+61w-c-uJfh#(e*d2mm3G5M}3(Mex)CF@hiF(xy?gn7iof|YXE{lyB%H!`0 zi@mQNOUOorxUYh<$SKY*UXtV$yu$t%f0AkV=t`kGF`qvU=Q=3onJ-rd4N`nZ-%rSX zZ-bti1Vp(j4{X$~xxrb;g&T_yRwYatV6=iU63nbWs2WZA9v03$FN&kZvVp=i*aqsS z#hEP4@1if5E$RF7gvc6(!> zFBCYDgSAvQhlhGz+oI?BS49zI)Zg)+h~=gVees6BrSM)-^WcHFIp90YWVfF}NlD%= zu91f4y@uhRL|}|XlQ{zZBpTF}I5`NaSP&dfa@~V)xO;75tCil{9kf>SLK&l7bl2)b zrO*=b{4wj?{^)_5Lt3v3kEu-4K!o~<2kSvMNEO}*o?dp|Y8=-{536!5!$bO|+cL^B6jcT+n)ztaU z^(U=n))dK@c#c;dK~GOM`X}FUJuA0K zCmmf=;Y<3M`8r=4J^T5Xy`X);T(^dgJjE&Rophp`%+Q_UvJhgG`4c^X6bfA87Zz?f zTiZ=LMr(Y*lgwcyAftugp?j=&FNH~HhptvMkuA(X6`ZUehV@E>{mtwG%AQMPQ9e3Y zKAmqBe4O75y~L?+V8Ygs&xd4jOtlW8pDNfjVc2_ygAuYCq4>bLnm6CvDwS4WR zSO?m4W8Y*|J11vZvJ+;1Sh^}eu#5K-pYiOzm8+WF4tf8;1q4g})CCi%Nmf98`Uyh; z>G`pjXD0rKAg=Dn=ZLtcO2(naift~h0A_YA_wC#}6>s;-a1G=5Mun6NWU$+Wehf}? zEpnjS!_oEr0PRc*$xZbY-ls~8h_7Un`sLXF&ZwAwfObKBc9vY6Rf=R9jvs`OPBi>J z^KHgJcb9F0flOG%{@%{3K+=v0R^n;-FqMPqA0jdm<(?D-Gx1%0}tIR8dCF2rT6!z|S?;m;{Xci6MGb8T`a=_jDswXT#7yjg7AC-tN zEL*l<4)A=YdCsf@8GbPOGUiRf0Rb*)xfr9syeQzA=4+#0Wxhp2079o?ht(4hsKZ^_ zlZ@xy`ocfz$HsQC(Yi_Ygy{J_=gy0l;>@l7As#)#N;}c+(fcu}5?Q%;YqK4v2D%2> z{#IOA+AGZ}v$;$g7xL8l&WS~PSG~=0n`?*d`7ef%oE32+kAs0Z1A571&%?|msB;(W z7{E-d@Y)2h!4jT*!}+`j&VspAM*RKm+Nvz7j2q!qy40Z1-*h$-Gl_^;i~;-;;Tk!n zP!o7-)+#&-k1Fc76EsvkdNfRI-RB=rulZevLVw!m;l&5qoH2g0{>kY|ra32hX3e`y z*xD}zR*-H`3xyHU*Xl5$VeXYbiRuX8ee5c8UEk9%!}KOMJ&0Wi>C@0k>fE)uqD1rl zFs9CWSJH5GlC53(8N>^SxZk&+xXc4tOnC6oFtJ|+TiFc|quATVS*9*8E~v=+q6zwt z%njZG17RnrUANo}$@wZI7Olsl

q~UqAIc4K=;j2E4r;*zvi( zK6BL%kIuXm{*3W{@dx)$tnXuwcCYe;R}(VCwqHLi$LKAzNm@!A^4mb%>iV~ypQADG zh1*vCxp;mZ|I>B;9rdBYTBF9HBbHs?e&n`+b+sD7g*Yv^?N5Jm&Vbl^=COKdd&F^W zGp?&><~J=q1p~iU-nZ)q>xXgE{?~bn;`jZkxA{g1N>>|1Qnb~U-RJ$spXY96-w7A~ zvf8=6Z`a2E!KpQ`^ZcM=yp6PetmmKS|Fz=(ja;L5j?byTPW`3hU)JB6z1!UF=`q(< zkHfFS=I7(K-cI9&?|*vMp8t{dt#qyU-o1W=<`H+}?aC$ph;42e7cd!f+j%>3U?Eq{ z|M>UyWcN0PhtE3CbA{V|hwLcZ&Wf2%Vb^oJp6a;X?Y=#?O0RInRr{mg7zH=qlgj$c zdU$U(f5G+k>>zl8!;nV!n-`_rf9l6zo6Rlg1Be#+M>rPV8rJljD`Oe;z40~Q){cj@Qy<9)Bu&57AokZqr1|7m`k z`sl#Z`<>q?)QH_*YAb@Oevp#GrYBb%=_=N-np z(a?Mhe~vM;bHtY^)G=y|YbLLLYu}pZ^FJ29$Cqck%`>&;9r?Fj?}z@MsGUmq?+VcW z#BIZV;m41dwx=KFpYwCQ+4$REe|?_V-5e2`(_8KePYz_3{7s z@%ERW_dm-pBSex~awve+)Y>c<3qWtFf_g}vIfBWTM^ZxPe=NR9A zN$j!x-1A>p=NV~l$H8y-+-kMc;0`Jaa+Hg zu8-~Om$Lu(@%jJ#+yCGD_ksvGm_%Il@sk$&+n3pT)V~|v0&i5Co#uK0 zG(J9i{b|QO`uWUE4({3S&;H;3{QZdAoBg7P`kY&6j5XKi5AI)j-j}lYw7;D9U)HeZ z{O5mr8mse}b!zOq{dxNPk4x|SznS(ybI!)+%!YsQ`1bSmGk#ugOF=uC*loaco?kD` zDs55jk33&Im+B1t^U_21jA)kO9G+hX?w^18U(g&4mk)S@GkaCmw|`psnf2Uua~q!@ zopb;C{f`Zwe&~I(TUhsDmgjz5*S?R;_4a-{&&QnSzVE*eeET~N>_30uPdxT%8~*y? zzufJA#R#$NaUv{`tDS&q{m#ywBS5U>!&P z{@FFhW?$|_o6i$-9_AmsuoW>)=6I_ldEO7M=Y_Hn@5FYdI>5uq`u(%!CFeh7f3f3N z|MD+$di4K!)33AUQku(Iqtn;qs*k_D*IBsGS9jO`%Vux(SU+!nk1UJv<+%N_)C(ua z1kdi%+qN>FLT0lSpkv<5^I&~h_Lkw%^?rT6pU;ou$85AyzU3cQ9Ifl*W}RHqXVsq1F@L8&@{UX88Sj4o&3-@w_8%-Zt541! zW95$hhdnkwa@H~K0G{*Hf~&7v{Xiky9VDSFgkn_tLoL@^UgHOIQgk3~Immc-mFxb*&t=hZ(5OvtNDP z_LdnCyBo%JCg70496n@Ziw<|qyn_ubT#Yp2a39M$-uG>bd96w#M!U))eIx=n!nfv? zxm1H1FGq}=~9V4}qy_S-i0w&Sw>QRnxc>r3#jhyUf9|MqK` zmA}4hc+)8x=Fp{SYJ=0lI7nLM`;El*T$^%?Xz*g6w!T(FE?5J65&oA2 zRdVB7)Vf<$jn*|x2(60QsrB@5^~@esB|9;etf%!hQ{APOWL>5Vg=u|OZgfL*fF3c% zeH)?ib5xSkvF)&CZvIjE@NMmd*z^88mLsEHp9#Y} zENyt{GvvcJqm^BO9FhY}@>N!OQNDtdLw3)3DJiG|dOhA2;$&@FhkAlLMb*}GsH^>3 zZ`oMcHtpWpdX2KVf1bWvD-)!H*f(o6KEBcGQzRSo7ckufQ1tdcb$0Pqh^IdmGPjBa!(LD1nzZs!aJ9ap zbD~j?ecj3vn%TO>_HiGzpAu6TYg*ZKv@>0AA9D|bsh7eq4`1G*#>d1tt(tByHvLk2 zaB95>kZ4#n)U2#NuNW9^F}P}+bx2WD(UGaDqSOxG?H07H_v1FVTr8Fst*OSfX1CYP zymNo7zizx!S54-WD_KdUB}cRR@|EY}`Extu?#*q4kA3fqMK0Kvyl&v=A_2E$SVWn3 zo7y`ZHsFr_qi$p8asy>AMt{NZpxb4m!XfLrDHbgFC zjNjZ5h+*A!8~Stian|INqPx)CDgsS2Jj3`Rc9sCry})i%H9deq4p8LFZX?0p7B6Q8 zF6WE49q9*pM^xz}mxnP1hLiMCcwm^h#jv*Z?B~2bvk*1hTw%h@I)zoXnUJ`ryqbkU zN@5aiws+3YNx`_MT4)cSO@7^*5TF;ZL+uS`oZLL!<~p)y>3&*esQ!^T7_gS)Yeh3` zkoIsu1tut$H==h#?R$kK~)&;{Fect($BYY27^^sV?Xc=jA zD9jQ9s`oruXV1Eb%cY3+Q0Te3pjYoX;tMqOeFv16TfB;3g{+@0ti zj^bP679PzD4dUn;Wq&soaj`wZRC`r;-X~WPW-OvaD^z;4*Ey@bUujP_kVPzE&8NGK z5p!O1PQcuEAVPEp(y-bCB!LRgr1@}4s0@fux7g@<$^a~sztYB=6T$JIK9e~EHBwu_ z8x4?*uykZDx^2UV!7j|@yTusY4BrpzS+V$tFMp{Cagf^(FvN{Z*CVs+2yVGfw~M{0 zp?=C`WWX9}gqaZm^?9Dd_Ayu`!mL$i8Fs%blgm_gEj3NICVMqv$b5v>f&-PMdi|haU1SWgXYmEUbw>cUN^gzo zP1GxTOCt^4%U={a^E3cxbEksQhZ5)P1(u1b6|GwwGlY0S>r4{byHTm`lqrF8&8^DD z%bUhnd2!=eg+(!z)DGlN8toxlVbsLTZRrD%+>V#X@i$alci<5kjTXIYuqq3|5>Np?9kN@=yREG(Fw5;mE`B7ibF zifz``(J6E4#jQ1UphsbZcI9x}4I`_K8tzR2zXz<>c-d^tT9{Q=_aVK+#jB98wpd__ zZ>nXr9Hg}{m#P~>FRhAKiZb_2*j8Gv+`+XGp^7BSi3!|*ulu*XHarS8J%inuN-C00M*sHu7wpvW|wcT-7j7c2d+}5 z_1F5gLPG78EL}m9jX9<#R3^FmtEvp+=F#@^+>N~*Kh-@xH3(^GiB*;wKwD!J z_dV|NXX$iXh6oC?^w3skp^UG?Kuc;4G0+>*tk83|646|~);<;pE$|GED|sy&0t2`-Ow)8%-3EJ7q? zELuTkt*~5{lu+o|P*q)(FSK`~<;2Xgiyb9TD=QQv5C(TZhU6*_0uBWhEo}GNL+{kN z_m7i%ciput;?s|-rt8DpULK1sfQ`^}rSt9T>U2mi78BgbOJID2>q`J{9Q#qEn(AC$q z84lmwZ29XtEe9SYIbOg}H#2XS8;I?9%j|+K2OZY1hsLAaLH43^GdOf8qpQ~Y7qjO& zziS%(8+_|($N9F}fE7903UCHeSap5*MtCf2tB>}Q=Gd3{+AYOy2+Lozd33AB_56CZ z-?m?mTS9L?{cQ>No0sBx&dBTQZi}~nyQ=Zy%W*qV{&&>d;M;9`QgL1f_@mm2mb9~E z&<2@iUyp^ir79ZC$X2*Kf^s2G}d@?)D@)|P9m6>9UIA^Cp$`DtJ8360Mw$GJgnM|b>qpr=KH zuCNwbd^%Za&Of@ZurN!Z=e*m1Lv5KE&uNvLt?+13C?HFsw~x2>EjfPqxj$Nkw6Gzq z&KIUhzwGN{9?!?Ovb)ub0y*M{;Z5+oCN!UFEEPi@?j`&>++88vV2~wcbC5)?s&Id~SJljnju=w_cvw zdd6zkmgzcUOnln7#(f>eaf^BS1NQv9J^sZE=CXk_Cd6>xz8p%OtFD4u@803486SE6 z^^4WwHSIhNTo#w}lD_uP1=FG~YlCV|es7EOqX4Z*w`t4Vw4Xkq&*e}QWQdt*s z_q0e38B8scU}bKPcJ~^laJE>@Dk}_Ab)Qac<}g-|!X`A5qM4ikr&YOtx@PX?z6H9U zt3Txcf}l8>%GP?di|L9XaJPFa28(7Ve&9DDVNK7Nz0Gp z?ziu@v}`8rkHer_Eshr^g<9?~3urTJsodrufNm4o zX^gWf!88wZ^i((4v^X2C8YnpTM6yFF+6%;$sWNng(+PESEsrqKTGb~i83Qm*ibj~) zu*}`MO-*bj&1-3lcZ{x{>{;Yoe+SZ!5fRt5(B=+c@@mFK7I}bo)Q+6Mui)Wu>s(!^ zf?kYke9n)cwt!@8(@W1cm+c}#O_a-O>Djz6p001N5l4|(*;P%6z~NH8^v3Ab_95S} zp|5({hUX%-KRjbWP+?iubI!FnhS7tK*{c}E0znC_mKm9f8C$z}v>OHK{*D<&{}JRRXNcr+K%&^cQ1*E_nHm!~A&vAgcWUzJ<3tWpbw;S7O%UD!7HuMM)<1!rJ zT~?{H)J!wJ?>OB?MW(+twZ?{bN0d5_*t8$@VW4uQb!+Xr!a@0)3Zk)ClnulUhPc0u1IR#f*m~koPJhE)TRH?ZQ&`YyKyxssOr0#m{|0 zWtXFRkGXu5AF+SFmnChQCD5bgY2LUBMYhXET4!gWD<+$>-OHnBEhIU&9XJ2;ufDoY zDQ|nZo2UQ0?3y)K2a2pVD~FsU+Wq;F1^VEA^w`dBW;!*_OJ}iY8WJT2=ncFy_F%~y zPNIBCywc%CQZ5iBbPu(sJmj~IE}2<@sh;N*H?tQlvy9WayGt@Jm#mBi?p3M!Dtkc&kG)%gG`>9M zlo~<1QSN+lY#vgrw7@v zGA@uVvJBu;+M{hWO2dZtxE|kQoZir`8vK-%jS*yJ_PQm?s>s^BI!MN_8o&-KFsXD) zvRqXqd0hffc6&_GASKAwm+$9^mG04NpXOPmy(@m;mi}kH-@}ICJ?FaCKTdpX>!#ab z5$>&A>RDO2s_idQ(M&{H$t*BjWjG~Avytc)E>dcrnOl~f*_FsuLyO^Y7|XB*d01F) zi78Kp{rvLw<++UnGdY$~W^3_E{|dXzPViy5*culG6gAVg68M~LJtK_e*_kOvhhZ4; zIw2NXZ`q3o_{E^h#$io1-ac&G?GxQyHTv{Ummj=M@38LKJl#C(mZi$s7qd{FZq~^3 zl#{oi%_~-}b?LDnAPuxu@fW$u?w}gc*!MAZm~m8H=*qrmC}YrwF))$Uoo0V9GQFgg z(GC@v3t^)* zpxrCrm$WWiX}CXUIcXbXPq3<(+Ptvs0Uyce( z4=UjaK`@y$mfSXuiLJ8QAge-Ma@aUoC~=mz6y1HLNbZRP$~|xkZh@@l#dCQblt1oe~)m&6Lj}w(c)X^+Ha%x%wqkiPx#8VR%TZauUAGg-#=mJ1xYCuC5|D{20BnSD4FtVS?k>#txrzSJsl-f0?87jN~>D_MW7+c6%plKwN8}tfLoL@g@nRR1<#Qv_g^-1_N6z`7HR=*Vwb1nNvi*hdb5NbN%z*Y;I6fdBmS$*U(o2_7*p^3zc8zcq|S}C!2N3qTcbVUIl0E){akPENv zQ*%t^mFoi7NP%fQ8{Y$8y~4rH?}AK{Vo@?-vl!LYCH4ZBv_x-kR?*kE10Soa zTiLZTGenE6WB9ImUeYzJ!OEE(PwWG5v>{XQHo!ni)~w%!)7XSL%#k!VPiAoyK$T_V z#RlT*Tj}y3}G@vs=5@hVn9N4-Hvt%4?e?ShLI&)`2pmNo5e* zFbzf0ZNS55Rjc7m17uy+|38}kZb^16Nz%kr&1?a1kJ$VCWL9-GdwNJAMTYPHFuWo! zhBMRMtjem)vv)+e18bR?^1{zNKuCnRBLFNj)$c1Z!OQlc5xr8g;#y=wrr})0NxFZ}&ChlJh-N4Uq8sP-1;3U6~)CpEo0*oN^HFc{2Joy9DLny*!jv7qdJeGp9( z!q6)-}aWmb?E94>}9 z{JH!^Uvn#G>NSb(e|l!Z*X_34o-AeBTDO|q2$-}ur<_SS*YulbxOC@j#lUb8VwYlepHnI_$;H zaF|Q1?yd#E?FPWQ{H0l!)NC3-CnW)DRGKi<0y+?r+XFzV@|76=QpDfo{P% z_gQme4%1;H%o@j%nohi(^K57{?+~gYWKj2<%)?JS+dAl4NMZ^#ytS!{&`^6P)>Bt3 z)ncV54b7R}I`;VfmLCr@yKX$abD(={Q}~*v?hT9hgE&_?r7y zOkVIbb2gyCN=7aJ^z6jZ;-l)CC(aYyNBp(F7p$>64pTEvUyp(F>)3C@Lx8hFY3LE# z?e5RZW^zteavwZ4f8V#DUB7QtJ66$Y*M^hUb*$STt593j09=<^Tf3^f#-D?Kk1!MS z1^Uv^YZ>PfTC9F?PV;^=CUT9OUXU4Xd+mFEe3e*@^(s;sP@n)CBUE)gA79sYT>-@#DFN%{T8b_SGsTGJh?WkVU`?~Ru^G* z_`cK?Kd40GxEAO66=s^lXLunFcge z6ohVd6T%Q=8}2W;#IrPWo@+GEOI9j^9qTPKsyCiiw* zc3H`WmF3>s{p@YZOs$!1bL+Q>OuQ1l9Z{pxtc*jyiYy@HTbo}(LDKW^%?H3x1Fy%R zDYh;CCt|DG#Nt>S3;L1yu)zaoGiabMy zv4L)8fm9PcXl*nD8rH~Hqt8IMwRv&tvC;a-UF!uMJr%G;C zGu`QKwQ`dMWawZ)Iz(5m=h^56MK=x*0t>YYF|MUk(5ej?>t5F)HU{<-=>5 z_x;*n>L_^Et7uYGn*rjBJZF_mwUCSod!OkN+zobhUoLICm3kOVN^80a)!p9uF~3E4 z^;Mcj#JKV5GuH(-3HFk6*YYms#?HD;ivah&RxSZ52L{jk0sGT%iD5@a?=j@ptI+6ZREptdPO?V04|Q|32i;Uy zF2k*qh0M-2s{&Vf8pJmw*bH)oYd3NmbsInbA)-V!9A?nVKE%49Rn`zhIz+(*^_FI@ z{)VZk6J{7Bqa5T5n7L@O*wWEuVj?a8;(?a;@~Y$~L`cT15wlfQu=FmtziMx2w#qPF zt9fstZB;E{^Q5ayAE(k$)iYBO((qOw_CBBLpdUs^&#g0hBIDfP*bO&H9g9}kxq6On z8|co)d`*8r5NsNavX+&X9H{WN@Oe64?IS|gFq4asxMDS^!Um_yTbiD9dkvyM89>1b zR)Al}<6cnTQ#JO-JeXhKey^&wEOk3*p#m+X#yYKAuf?=^V**$BSP?b0^ux`zN=Joz zk)JVJ$!3(PJDJ#=$B3)T2>43@Z`|BM2#w+H3h!K539Z*W9OvqdecRWz&AdGOD2_tE zl*!s(IU6&**2Hi(gNKtCG*YSsW(j;IACk?AD)Ym~0XuWK+Dy`GNx@eQ*Gs`7Bt~MS zJL3YMvGxwLh_QzQnirqbSB`H3GNXY}YPEzWHKwSxUP9?laQ=WfDQmbjVKSLf1fuPU zB$AeD)wHI3ryqh7FXL-ku4o9II_HMBT~&VhyK_c9Et|^~JJrD?=$hG7nGAYq);tuu zOpPv8jUECBSd;F~*Hu++{e1Q~%y#P!5^jg5c|C_Syv;4D`s~$G?6KX({EhmAKKfRu zye&t1#kP;{!5n>3>9xWz%tg$xl~Yb{ZQWei-31{Df6z<)mKtSO`RLy7bGaTHOtobr zv52s|Tb@zN(XQUpNX^Yj>i7lgtofrjYwTq)CvH8^na)Lpth2aQ3kfZZn{Vzkufc}t z&xdghYEb5V;nh=6y(n6n?K^&HpT_=aZ z?!=AQJU2?(vbN<>pb^&vI@b0&60Ei8W`@82A|3rP*H-G>)fOP!`5Ck=nY$! zU1!m&A%IOt0~Q9%HOX2_)sAxZ1`N{O5@xcq>dI#nhDXGEILpSo{XO{AsmkrcZyu@o z8dg{1l(o1xzs0L%#)akOTQUlZUza^|+j5Ij+nf;gz21f)$mq-Z`U7C#Af(*VUX_-4 zjJNB{G7Y5=DAkJTx3<3ht4*T6(yQfT?yh6)fmcclB^s0)w4*E0^MWr9`VnTva%Hm8 zcDUOLbT)EvKIJ2WXVbjHDh4+8Y~{RGWsxc6Owc#8ee8ysomV?C$+A(wW82@#U{`f4 zi{zRKz>nt9n8aggfuNbwrDQj|+4$(*#$9ec?6@;h&z8|{XS=pGr%fMSgLaY}-jAv4 zVG?~)AqK~x=>55}X4fT9V_UMPxX63Gp-$`czF32JIee@Ogt=p>rqWugDElLf+b(0Dg*A`Z2X5fojE~EsH|DdZ#Bso4k3HuzQ9YnHBbZ&xF7bU$)~&U% zw}ncsoHwMw0e&Gy?z ze+_P7Q8KhKER0j@T)DqYo=C?EVsnF!p6Z^B1YG?xHWjVgf5|L2W2+h+gkxEc6NFl` zF#3kJmADpDujpi0yxn-ad6!R*&dpq{HEZAZwFJP4o~uiE?N=_#L!FkyuBQ60vLmfeaSR7W7)JYM9q1+ z-IQgE1FD*`yr8u%Y$g~0gON@l#boao(`#Z<7%Q!VxFLqt-_>$Ij3J!j$sL>1KiC7L z+8c&ecV*6X9J^wZ_9CXdHPLfkA8~uDE2Y=|e@YcRkMWj`Ft*IhJWMYVlWF>mVVaFv zt7Qy%KuK(2ay(ziC1?#6BHU| z1hh4_>dLw}avKL7RW;`KL_26)fY3|wS{ghdGGHSJ3K$wYM!+htH%KKa5$&de2hW1T z0gGpAOAj@LD3wnDPs?e@FfqV>`EgGybd)syt( zYfVRw9*|^jH+~6ML!&UNLom7fdfy_lXVsJLF@~h;GU9`B{CQRna&PQa1HIHiM9H8s zl&bAAzR}&+Hb6p!e2iIJwbCdJZlJH4{rZq-?~M{cw(M$o!_2KU{}e^HP(gEuS(47% z=CGs5lJB?!2hgqv1V99sh-CA>1|&UeUV^kI&& zZi@@I==3rTk5L8FZ|v%WnZ9KMQ996(~qzHHnxsNH9}^JMNjZa7lzx-O)YaRgL7TBx!Z=^Qbj)c zKmk`xuC!rYYvp>CqCflpiw6Be)um|hlZ z5T-2^kaR70ZW}jq>lihk-=*4?!jnW-l@TL0uwK6q2BCnUdB~SjZB^_gQm`K0KCJ6S zHK9RnLME#PA__KJ4F%1h*OA@v03K1zHTKmZr5S+deZT3^wO`w}!>)V&uyYxINzy7k zujo0v<(%l1Bo-CqaO~AWKgsnflo@P{Xh?Ns7FBx?s2>76#sHklq84sB`RiMImZ0QZ zdBwQ)_k8>A{{K9l|1Etz-oK)szy84iJvOQja+#K?Lu*r83-V(U+M6Lw0EdjGx9M2gwJim&9C)1YT=sY_1tvH19$4a zKmUKxReLBTBL9@YVLbMI467%5YM90-KRRsxaUc)tC2IhU0Y)=pQ{%n)ZR*E~KVqoy z7V($eYk3EB6uUU)+Ukrte;&u>3ye`aKV7Xg)&m`Nc$b&r6<@O{1KH1Q5Z1eY{%Xie zJ@>4!;eY(PM`J%TtLHY-Agza8ca5e0&g*0{=2Ct0YezV3D6{h!ntMPRYrJv1zvchi zTh1XHCkYt4ZRT!U!DU-%P82(}Vx5@3?V575vZG$a4H2OI)wgHV#Y}L~hrB0dKg^$Q zy^ABd*@)=;Fxf6T?W$O)Jovm38@Ebotz)OT{Zv<92M_w=MVjfdyq*%a=^>fQVSZ|642w|mt?!JK|X%#^ytvly<4$4<>I%I9b%{sMUq!?KnSD>As zSu#icBDi%bAFb24ZDu#yKK+@yaUI8rs*lH5LT*2K$GJMv$D~YaXN9H;Lnk|_3kHih zUWcuUbNgy;o*Mv@4I3O`9q4K*G574-sf+Qk>#>dRJ;CDE5WBKJKmGIh?)x9Vf3@%Q zE@#2E>Cr~>$NtNgpQS6+C+naHGO-CKBvw1<1lz+R9PC$l)v{R2GEHK{{cEl_=*DX| zr14SXnQzakV-FJzSWRLOFkb4yc;th4M$lt}haitl`{`^{val)=hN{i&igzMhgAGqT&1MRyNnvt zcKE&waXYScWn;YE>#9n)J9-u~Om5&30Ebny6|HvD(S0_9aGKpeKH}gK(*nm)U6ykL zF01xvxygJXy6DidIHPw6Q+CO_dr1p}cmE6WiB4&%B^&K_=`r>f91Cz5SFMxMz;2}^ zf4cX5G;a-989$ZnKHj<|2Fp4go7 zTBCaqAkfOWG>1T-*yyxsukv16U29!$!)dQc#OT4<{tKUMKd&r4aDZMK3$<_@`B*aF z+~^jC0c`@8NUCO(&FeukbGJ$hPD?n9ql(K0{pgP$_dVD4gy z5XC^;{CZT|iwfkx2E;1ObLB7e!}*egDLC4g1@mw2QzSZ-X?aFmH{#2f&@5Xvmc5tX zJAPU1!#;ZZ*U2Y+G>_65T`ES>-FsG4c*O!*@Yw6QJi|mNMvV5Ae))an_?JANTjuLE za$;$Czq!G?$d`KF{Iwk{33Z=-HBYN2l4yoU`)+k+qS>^aXfVv3gB9M+q8bxO>$XLk zb?$(T_C2k|ohnah&3Y#`Ls2YKN5d6Z>VA>aUNYHueeNX2_}GkLYvJPb{8(jzg)i1> zQU+GDAvabxduwg06E)Or6pT&bT3*ZR$t#g&+)1^~;XAHJl(DO4x|4!DuH)uzS6xt{ zX}PR&w5)$4FDcbebVv!_jj=%`&0MRVTSmw|QC};7Cg~PLHDB8(z|BCKU@sGUXD?9T z2n%B56IU+KW7`QnKd<{fVa;A5A}ratYO`_OHt21}uTVmNgMT6lx~3*w*j+2;}Eli`c?$=R}{^9+0;OB{MTAy1WFmh>eJBx?X$k=InX? zgU1ec(5)9TZKWk{e9vl4hr7W+R%2;x#%_R~=EZ)o@=7SFs!fb6n>Sc(5DngHYp~6@Xo1*XGZba2rB1W)dOf3gBxRsY z+m31nMfb69cGh_5=uGLiv=1GP!kjm*0iJEoUoKRs1P%xH)miS`J+X?fn?{ti8&|D9 z(YzI>{4#~(eNzlA(|H|lV>e$;DQqiljcWAMU5H_0bG2yQqfD38M_N6 znAz(XW{L9{xp!a{_wz0T^ekI{XG7+tyAbkidCT*k;}mffP_zgOR{@=Szn4bmh^%9E zV8J*ozCY&AjgRm9{2mhh?|J+<_n(R1;}y$Np}NR=g`&T{kDF~Y66%J5lBpfOfy+!let)#l5K>sX$`kf%*0&s2SRcd0w`tdzUwk~a_)jaF z*)-9OZhCFrsiafcOPnK=PxsjpR^p&9`TcB>MG2sLHSV0UM`O>a9N%eLJ&3d~xnwS|unG4OZTq71*HH|+mc(_Hx5&-=%=9>1#D=n?CQcqIxOu4WaKU50Uh z0+L;(rZ+a_)*FVxBQvXQvC-%P_^-C_wmdvBPE#JrQGVrf|F!G%EaSCMI6S{`z7d~4 zfws8FoTHx00^7m&?`Q4QdbK;q8di>HRD6c-vaakCZp(4S(fj>=-qAPWf>pDH0}*DO z_%Ww1ygjey!nL!>x8kq6J~&Tf4F$8er5kvd|9|5U?B3&8yM4K&=RN1}H~nfV>U1V; zwWq~g>=VDeO=9zZ{1$kw+kaedD*wLyZ{NoM@!xuGWBtBq zDu0=e|CIbU4dz;nYYfF07xv`s3&%alHq>D6Fhb5W%Mwp@xWkNMztU*deQx&^9uDcW z&20pSo1*mHTeF_ER;S9x?0U{8Kd(6Nfo<9Tg}8Ox8qRIjb6|{eZ-Sh|uU)y>?|}Wt zwa#nX)39ZxO80nsVu@^J>%rtp@@tmJC2vs*MiYEUdnN92WpT;-m#$4!Vz=pSc zq?%ckG1uG4&H5=U)YOwEx{ntx;jxZoJM{CPJz@*Nj*hNz_P`l2|KNXl`m_33d7f-H zHC0_Vw?$0V>Z|EP^`oRtY8E^yQ9iGBYkAu{Az1+mw}62mcp|#e!Vz48eDD}j%^?B$9AtYOM9i; zUP@#bDX#+EKy>GVfmmg`I9I~7`7w@BDHjGkv+v_xt5t30W?Pk=*=)Qux)rf$G(q3* z&##}4$Mu)@cq~;H>Z0hSfI0l<&`6q`2y3TkMc3_k{*+@4Jod5O2aBZd@X!kPjZZnFYr55xQbUZ?3%-lEq{5}FOn+Hg&*we7{}p*)7Gq)W6rYuy!!pE z08>D$zaV?TiwqK1=5x)vf1|BoZfymDZV5teHKL=4+wt5vytY+uf@oQx~Z~r@Q^Ga-H)F?ezs|qM-mS&;b0@W(O+H{^{987gp>|Qoy>v;Ds z`&I?&X)K5xz&(7A{t_w9*CEUb6w!{=zctT_PlL$G*S&)IZQrSx4J$$+VI?XRyQh>| zsAZK~VUrDwe_Ize!VO^<+c1rDX3Z|5s%+xP8uRIG(BJCDuQ zu0L@7M?ary7_sJh$RlIZI!8`)`at5U#~;of z$1l0U@(3J~!o(rUzOON_$c2Bpni#vx z5cCnHb=+=$@2`2ht+-vq5-cQpG{0>8)u)E&_sE+qOYgoFP;J*2v3g9r<=p);_xEql z{$I}ic5S!XT~-_I`&I9Me4gW%=9lbKCe^*xZa8EARQ=uz(ON(wdhEC#{66E~b{meZ z8dm@}?q&Cn>+#UMbHs55!4xPJeS z{%z}9|IN<-e$=uW)xj~i9df&(S9JMsMO-z`bN}((E*pw1j$n9e(+vDv`@bjvOER+G zR^Cf<*uM$y%}RgCVLZ*?H~KN{pXcwt73167b5A__$h~XicJOvnUbn6v zZ~vS~V+?-lAR@fNu7CV-e>=aubKBm&^7eedpEAJC)wDmJ%R+wYfRRW^Q_{Ui8knl7*Y#O~YC>|Gw*Hg2P+r+$Ba(mt=_%2)<&D|lKx zZSGfrt$@N1gJCVrwqt!^{XE9!_isP9_*!3HpTGL`x8Ht4*8cN3&KVIs0=?hj?S9o8 z)?fPiMJv`>wPdkx_j5aJ)oq>c+fDvozWQ5gZNOhX{>ygeoqznwf8W-8>g{WLKaV`? zTaA0(zRlZx+E&exeJ_2n3(37PGCPIc^?P04KMp(KgFVM2^H^?u`?UN2@0U;E>%Grg zr(GTEQ#}5@e%s-1YkRx=ez~bGd`WAnM* z_aEQizwFj?l#S;vdtGm3)koKH)bV@8U#-6F*RJ)wVmssKJbxeS7xu^OU;5x)KfzTN zt^KImJ;P^WTpJc^O1s8idjBms>|D2x=eGS<#qa<43SIHrW&4lQJM!)RuiyTd_i_J9 z%zE7Y?ZU5Lb-oSfMkQ8bRkR=5ZTAt7e*TN&VfgRuf9qS=ejE0W(f@7qxqWT8zT>{# z#&f$qfZNyp+o=EW^KrZ8jz{~)=|7)bPn!9!F*%-V>uKY;;v;z(H)Za9-E;;{*>vId zY2W@%w@=S6JJ0w7@%2XgP5Vt@-)7MGydRcf0-3x>^JwAbyDYFzP|as&Hbt!1-~X|jPuZg%1z~uwh4=6$K^-v$M&o(pKo06 z5r|tL-f|uN$)B@S*M8629V1L>wY>Rjd^?Z*k8h70|H_qD{&n8(_5G(FZ%CWl7_q%A z%+2Th_{&MlM{?SzyDhsO*Gh}q&3>Epv$#|p&)%2a%r$gk9xK(GW8Yz;9>z1b{Sj|- z+b4CujiGDg96KK|_1k{lI>))zsSBGW?MHT3{T_XH--1K=Uijy_{XUO*jeq;)!G-SF zH`Uwx@oSwsI4}KLGmh=ni*3*EIPCVGILEjRn^m>u{aWuI&-={Y?B|<5^>@ZPaJ^Bt zeGC$p;)$>A(Ohi}w+yc_dfRJ^k>9UtnOk+wwK&FV`M;yEdDL+2V?lwzz<*7etvuY=D+@d_pkeTAAcMlQ(xGue*fz*w8qqE$#ou{ zbY0c|X?;XJq*+#JS*WhnGy85|-0PSBRLAdT+YV|y;n$^c-TU!AYwufc<1{b%xE?;n zw!5hFlC(ucwtZdW{nmN^`G`l~zD06;#!=) zRK5TF@cDVhBe!)A-LK0YpF_*oy{2dV&yU;l=ht&vkN3)VaO>>P@jkzwPk2Hb=fDiy z-hTdd|My?`?Z15}yxxWkTz#{#?Y?+@=P#9|?9C$NGS7X_`x}O>^{;((*uU8Aw{`pk zp5Hib=i^Y=W%Wg+jU%+J2OegB!3N^%j&nTzh>wqN9sZQx{&;@7pZh=6yeqBV_v^Mj ziibyt(W~v*e6XiugWaC<)9%2Vt(ePl9d`cy_V|}y{-^)X=cRo9zV%z!b@}=1xUTm# zRevY2QbbQRf zyT*UU__RpWpiuO^)Gdm3_yy_w#4vd&~~&ehb8| z5pT4KPR4z+P4*!ok85)s9zAiv^sjf4TC9h8@I>m-F^#frH^LDc;B_z*H6di;6eV@ z*xS=%4f@bcTWwu-eoAK@%E9(6c#G%HSXWdIm30}c!^*jze;>9gRPY7Ie&^=e@Wgqc zhih}sipA(y$sd8f!QAl#DRE&n&hEM2{!(jow}pl6g;KWwm~c+e?%VkJ^-xxfBexs8 zNSLcx^ZLrNDj-Qx(&}tA@MrHobG8iC90=zNAN(5mmU%R)YR>6uyKUHScDr>x^Epk0 z%I-}$(BFpbQ(5-PPa%;cBiwyo>tzoCmf!>lJILG2KjbuP+BLJgpJsCRgPim*>rQm% zs>-x_#(oPkrLwEKs$r~B@A!fj8kGTaa)^~!?V}-kp?A~aK+bi3@VTO&&QI0H!X*J~ z41}&B8$F8LRflASoA)exkmL*CUX=-TOcLp71tx6C=BjHIxETBUm+Esp=f@-=+uSVE zI!@${^^3YN{w{wSZ_w|x|4|8d6V%s)5^Leq{+C}a7$oD%D{CrQvE78MDl983I(BZ_ z@Amjdh-Sljs@c}WB4ztXNKg|X%nZd)5Y-cQN=FIl)b*pe`3$>3s-e7 zWx_Gh;s%$zt5Yh%snuERF7^u~Wi&T9VY2Hws}guY^VHpHRKnKjy3;ml2+lG#35!KT z6YGU#ZhILGT=~@#Nf5&o=CUA}_a8b<^WY}zRom(nd>(dfMjIYmCvvV{a;^YQ!*b^^ zCv8z_m8xER76B+tZuYW-Ep%@0KBzVqN7*Kms%OUb^Gmg!Tisi?7Sb4=Z^z8RJ{<%eL;aykIbk7mv%F z#*+G<{G zLYixA^d4EAnJ30E9D{9LS{Wg8$Qn$m%a$;w}ZDwI=&5>XpZbtlv^|IUy zL2i%tF20C3*?e)r%22*Ooj0nLf@`>yRqN}Y%g%jpx0pFr^sl$ax87f{8jxYa%bHk= zb1mM-zdNphUbMBC4CBqPz4qiq!)?d;_)eDX(GMu)mZYZS?%~hqRqa(gC$~4rr^>=VG&l?J|y)f3cLI1}E{eER0I>f;%Ib$cVUR7(k`T*5*b!jhv6VgZ-y^GKic<1@$CI?1nJZqI#S={DQo z%{Sqm)-~KltF1Th=cB$>)>l5xSZVA*!lDL+mWP~Dw-Pa->UU{mlb9a-VB?;-)bEHMe8V7Ozw< zpw+808#21lEQVhnpG6c-IrcHEyJn*Dx!UZ`dZS{%_pw#}?eX~eP1}4{rwFIm2-so_ zs06eHw!uak56r{(2TT75NV5sg@t9{rWzEuGxZ@?NVQ!3Nh9xv%KQrS@8jpd0i)75xj+3q*jz5FME zQcF$1XpK_UuW~)Dr$*YIbSZyKp7r_7in*U1!AV>DW@g7izJ>kIQ+D2A|$Ei z>fF7Ljc;@PcXJU zIJ*FF4jT*O&lZb`!QmM8f~AUOY&TiNYdFNtIOq%wgg9v*XqZH#4-dmYZoFz(u&(J^X+M zEhUEW9v*PiT&c!jhd^{#H^EocF$TA_mTJ0Y&8PWo5LhM1j_}wkKNgm$fZ0pH?&H05 zr;sXC|7p7=OQ}NhfUO+CkfI@9#RYea5i+hd9}=7!Y;V8W{#El)4LUPL9~;J2$JPH3 zUdp@%B@*UgzU*>0C|R(}^>R{$T5cK9uq_I;TSWG4L>E7Es^DQ?0JT63n| zOFtcqCS|Q^AT1kuTem_No`@;CQZRY&w()))St%|X!`E$_O+F_S>X1r2iBl*F0Tz)} z3OcM-jc&A!ZsZl+mGlAyVi+1}8CjjeD!uR+^ow_yTY}agfPz{w)adRQt1duoq~t;) zuer=jVW3BNv^hX^10znEgOOsxfYEf(R6ne5#$7|&E@^ff>KJ)lS9aW3-^jrHh;{AJ z&;IHT?~^!NXlyVxyR!j^Exr`fi>!7S9)mqFs3?_SgEY725pk}4RV=OD(}$OBx&Hnw z4%TKOdl=ZcO&=G$S;VV=LaA!`>^A9kjJBSw`Giu0Tqn}|F0&j+ngo;`ag{da0o+uO&4nxZ zb*!F;YII3nWyo~@+StR~44|q@jVxNjwStVzND>9Kp^Qav%0WnElL9b=ZnMm-yb1Ll z9OXe(Ht(PRaeC*-Y#THynJ8 zTXn9>wrHl@K=Z;@8qKHvC@UBU7e~T@ojovq)HUa7ZrorS)HSuxxTK49MXw=?*D;pY zBdW-DM6{zo20Afoq~|}k6!E_@+Gkq+#S!AO*>o4s8#kJ} zmEohJjhGFRY1Tz_vUJpGE_iikVS#ib!ObRHOI#cs2X9-Bd4>M-KZ@)k#7=cPDj@GI zO-+-LjVhqRJ)&ygSM`MVOK(hBpRFl8s~Ntrqs~cc^AaleUow<<;q0X}n8D$YDp{{b zd}m(e;*7{+5GXLWJJL>5EchzZE=kXXA zZN}+TZot5__2qRlx?^|`h@-6=x|YRaeMf%_bB`Zz$jjpBZ<`*8EOyz;%3?-kDZCtK z+I4J-v>QAs@3c42-7T>D5aiZourF=H#IeNH_Eo)s9{T>tb%k=5#dU0`e&xOQwSDzw zgD;FOY_??&U~yPD#}KUN)=l`Pd0iLupZpg{LZk%WQ=ZIV5suGFzoT1{}FNnuNh$Dw} zT-KkS7x2%kPQh{?`F@}K)=O60KQ{0t?iJA3>kweMddqID)yvHWV~A03>p%F2*vuUf z!c;HX8Cx<>x82;*m4&5FGuY5bE4U(ZP^F%2O9NIrmTQdIK>MNfRVfEgy(0(wq5gYw zlm039bG`i^?>|sh6}>sXrQfH|l09dM*)9n-+Dz^;m-NF2X}REijW96NQb^-Ie50bC ztRyx!?lErLX?3>Eh9h6WZo167X33hPBLpipW8q-U({J>f*UZvlVO+jt%->dV(06w; zCZjHU7&eB&7QeP0+l{wWBAIGuCT7kiAU6v`SKI2BIC#gJy>^$wlD4dc>P?on zPRgIO&(UWukF^~ue*Air(3;50)L}G}sy4h|3$ukDLAs33*2EvbF&=ndinb@B!*|$T zSoSI+kgK8;?UKB7e)HDYuZgQ=SB_ZDIr!XKEF)oXS<~3w%0~d}dQ**B=k>hQxosux z_Q-lj2q&vsFVQGwoV2t-cW45sq1driX^is7uC6M*kinAo30p2SDD5_2(aE}fT)Qe5 zRV&kRcF#17rXJ0J_Argno!v=YhTWRB@M8R$$vs1q9L1(X2gIzi(Hy?jH|Viu!O}H` z`zGenGp2cm@3h_8*)7dRI=`0!pm{Wgm}VO8S(&#Ds=O7nE|XsATbVUg zQb=~0^*Ho`ZLdy~D8R7Flx7^u-+Q>fT$I)})KTZJ@8LUheM0JW$!GoS?CcFv`h*R7-0$VCHaBcV$Z&?hKy?S7t(FI4$$F2r%HA z6kSqBcMu0ua71{yb#<2-Fvb?Qp|SLHp$gTo1tT5kLN<_KA+Pm(KxM+ZCIlSBTHOmw z5bpOa?w3G3P^-H^(EqdrbvL$OKvoDUxJp0`V6%32c$9}Y7~5DKNZ~$UMyJy<>0mfV zL3FSRf)z;cwPm*6Hw{|Ris(_jHKUy)tSiwA7W54kOzSjMy0VkSA_;0U4_KW3YR#!x8hyB%(u#=oOBJ;%!m3;8p>rZM-!8n?)#Na$V2XBon2;4 zhn65ixyy&59BEyq4Ry|>;GF=(81dT{zpKub+6@Utyov|3)?Xunf4& z|9+&p@^!JPGMv5zTJ`)g5#?wXtlfv)3a4FQ+sF|>wN}p0@;2=UV1$=g5=@95u2sFd z-OX(8Dnc})1J(u+ZC#!;1JxAiDXV4`wxt*NE}9W~S`G4O@7`AWvbl2&uCL8D!>!Ip zsWUgjAgxq0)qq@LD~M>2XPKD{rL1g=VIE1K4py3Au7G46K4KgDl@wkzzpd<;M7wRb z-j)=sop3KuBASsUElZji-7~sX9khKGqCMJ_0!;%a`y%dT=}a@(YqyPVWF`E~j7{KA zdtS3Ev$Zw!`agvFWe@>GA78H>n!Qe(+`8E96;5(kx^b9O@U$q`=u(;jeGo=S_!4Ki zS!qL(y+#*$(U3I;GBeiBz*_~!74&$DDC0f{hD7(nYOw)+SX za)xd62@1;SMi-59s2knwXKB1CyL%ZdtOaj1d#ShXwelfTdN(1Sr_Q%Hx>tk15CVWv zE*OkxWJ3Z$^FOKXcBfIuu56{fIxIFnb={wvbNjjPaQm%_*W(}dto}`7D8|`m2(FKz zlhDx)Wm=^sYFPS~zE3>wlU3bWjZ+?e5W70;B_OD2Wl?4|(H-)I={?P+%e^n}CZ=&J zRzn~Vi!!4Jx3b6eX7>E2$i25e-2UFW4ZMMC%R*swzBXg5W}8v22XaKgVSnxhx!U?U zAIB4Xk8>aUN9RY*cW#gDT`)Be5p$#zl>|%o52EvIwzmz{yLExxS0b?^;;>=S?Ad@m@!WHr1m|rbtJqOSV4CxmIF=RF*Z}g64aScIN(nw|v!0Ly36I&E!B5#x@k;;3mc@ zRVN_9LT(nDnd2I?C7xZaUUF{iaE5HY7==#pWxoo*ugC%Kfo7pAvec!Wr3*U|T zM9o217xJ3ss;z2en2uhlz}R@K{V&J1xjmv!vdyRC*;=8e+QPOqw)A7}N6m9;qWb6N z>o&OW;Smd``PbY1{i|R_rkep~C8@a9`)zxmoF2S$%bK0J5(zEyXbu_MOb~tU)^WjJ z(^wkTqa67{39KMgDCAG4v`uYC0nfJV+JGNHW)gnWS#tJ@ZSFgX%p2pseUoPZx zt+_xN$t4*~Z341YG}zumar(eMtp9yLn-Q`$_R+DKM$SuSxQW}9$y^(_BR0i~C8G_q z)>Y5$OOQwS&!45r`*z;8s%4+^ZN?qyx|Khkwc7tk>SDGH;O(Z=x^PzbKx%2Gs=B_; z8|iP{!c$gKBP+A@wi$>k($+#c! zwzV=B*N3m}U+?DZ!CH%*B!Udb)yLCy4oITR;ZQ*}M{BSvfMAo|GB4vJudO&{#Z_Lm zgAK>(Kkio&c?^$kuxu{+Re2ZHB4{l)K$gI4;2Y`#$`e(2e%7dZf14cNu18i^32yYQ zr8YOa<$79}H%CMit!s3lu5AO5Sx=O@K^ru4_s99UyLp&eswBtY2K7N$l~88#;cXJF z%wpV8XsXQBE4$GpBkLvzY#}=cOQP5%1zEx z3f0zddcb7aZne4za~}o>#a2HG*YX<;sOsxEuQhG;))wMiOVuR9!(R!S5wBxhL(Po@ zXv8qR>^tAWeAtDpY!(601B7GMKqy;FbQmefg?%~#**)!`o z+NB-X%?8-jt6_wTOZZc*X^v>MWUY?TMth;S!XdS@rJ`yW0JhZSO`{p7#qt)Hy zD;vR%#wRpO7i7?(KG04jub;1UAZ8(-?dDQdk~+q|&U$`*nQ=ejxt=h--QUhB1o@Pb%9=lThl=d#gM$FIh%~D<^|$tC zk>MELohfy&T1Uyn77J{rxwBb^_SS#=_B0m?F*kb|Gb;P+tmH5u8r4b zo35DQ^BeS5Zs`x%AKIq=v@K^hoz}KjY_MCe1(m&IF%H@AK}XroY+#z`@}hyHTdiQ$p(2D%J}_ifC-9xIO=fj!y{Plf1E#LAJG$A!CwfcRs_n;d4B^jD{r4+1+G6RRn_$`(3t|A6~OlTIav-$FOw2juE3wxi+Ty z`pn$SUQgm8y_4Apdb8fu?;qH>TGIHhp zVeZx0FEy4G?k|a3 zn>XUftRK(i`t=xh3QHuknIiYn=KFtVZf9-DI&Yt?Io5A?{HLaup`#EC4paA3_jBuI z{R44(Vjz5u?X2U1fG+gvij^C3TQtmAqBU5~i)GQ9C$ye*J?!=yS#s4LmtkTq$JzOw z2y&t&17rea8!Qf1#p=~1nYjlln%=o%5qVVYfBF-g>O#}$O|ME-SigDxhWUN-{}|(k zv$cLljfj7Ae%AB-!h8eYiZcAT-yUy$%>3=yHcJL>X7Dzt#V&RMZf0X_){ATb?j8}3 zuT}O4{p+zmhkn*`U3u*GcK)L4?3!idMTHsLBzfGb406EmI%uGc+W1>9Q#UKkIlPBY z*16W(7VllRd3~|_=C7@TK746^r`@pX@$*NgIAFV%7D)`c4@)3zN8HG->#rQ2&}4jb z7qR3n+{gZpRm(1DjFu@%ruNFKm#P86q!LJ2RV_G;*6G!O6_CLb9M9MFST(NAVmr2{ z%}1?D?1%$mrn=~6jCEa%n`<{3uuRQ9ke0Qu1PqYP&qg`6!7Y4VHf>Be$hJRmm-4Wt znnE*YWfja}5K-F~EQ~kTn=kac#oOaP=BYqr@L zX0>e(bqRaV0ZH95VTZlauud-Y@kkk$joe?J%(m=k|30VMOA{Olv~$U)>UO;2S*j#4 zytR49CT-gatu5EqW7DX#DBFyCoTJxS*K~2XU^zI;uD9cUo@eEQesjOqYrJOofXnxL z?Aw)V7Uu|$Ah31y?9Lj(J>Zs=SKF>Vxn36LnaG6^?tx|jZfd+D`E+wPG;5Lr3=opU zWnSj>Fl69#!B{)ft<6>f-cX{VvAQ6=+);SN=irp&X5AxtWo8dJ;H4IQ1keCnKnQHJ zi1zhLO1?ne7OqW8&CXqBv~G8w{c!Du(Q2Zsv(9X_vYew}b5*Cp+?!fixjei{{W%gg z8>8m3>*}@@^tKJ*HijF>t2Wbz#oybkaf5b|il2SG)+UU~ZEob4yY7!I9u*Gz*iEjWi+AG-yYY>D{OVAK@n8aQScWkujQAQBp^twjR6iCHt%W`Gca+HZ`?Y6IDR5sFS zLn4C&R`=%5f~s9C=|mN{3_bMf_xpSqOxZ+s{{MOUw4b?GC_9RYZ6maB_YCPVQt5Qx#!eD<4DFH@CgR zgcU%pXH4(;YzM8Q?Y=U6rWnai|IN&SAH@Uh!8$Fs7GDv+3zZZMX;7hv9KJ_~nDPmP zp(w3|%Hbh**_f&BZNFW_yD1(?zBp!XOD3X~dTOmF)gl7cSyVax25z_se~^=M9F{>QJUug;$GeGyR0r(NInDB!gyY zCfZAGFPe-n_BC0hI8`O0%IMqP`}X@EqJq^OkU=Q8x})6P3rViZDof(Ut0v(>)e5K_ zv|E0}9sR5AlcQR5hPIXR+eSf)knWn*>C zqhZ(B=odseP--JOc>M+Sv8iU5h zG^A;@RZC@o@68-Ws?Q#Sp)3_ zoxdc%EdO@BZ+<4?u(=z*v@++@alj<}r&U}g(BTbs%2c4qdL|;Rs+q>txe4BAZ5w>Y z_WQ@>c~oBsCpA@RkZ{g`mnFt_#k!rP^ylg@yIW4?Z}3awFdL}pag55z08F3Xz1<=@ zt+laLd7UR2&ju&Fq@tIz3~n%=wbMr#k=0&-#1dT3RP$<%W)y%DvrvJylnYFnvE*>d za>+_&3tmDiAZs{wG>8uKX+lHnTdhk4%`!60ywRO(u51C9^wexLz*3mB(fwk!#hlmr ze#PACxsru6-lVGai7Yj>?ynV|AzlW@C-%}cdDD3EBD)a#wY1T@5OlH!s!~ zdC%w5!mMSnHT>Z1FCCxxT*rC3P47kKjLOI#{bJf&9cRDJ-q&n>InT%L8L~4A2>0xq zo5`)az0Q9STrjRzz_5^V>%*+Nz384Rlxs)PfDW1DLMAhPmfDbB#(HEJE-k&!z)$VJ zxNlS}_XygmI))zo_VvFzex`o-q-t=%rETPUJHD&3bO%ou72v8~XhhEiJXJKkKIU`c4TU{coF(bXLY?$F;%zbJ~>P*6&UYV@q8f|Np zn|mK9WJ1d`%zj>YfM;`fIf5&t?aHy&QK^+ILL4x{dRA$=ibbRaw{ohEgQ3Vx+QCt; zQ-L?oivEU6RK_`>Oa&d>BoF5WH~_de<1Hd*K1`YIvZ|}R(_Zyg_R-kq#`0(JD4W*Y zUc8NkTY@!ESsna&kQY~=X zcK3{EI1Ls^8PHJP25hZ!#td$oUmN!svF;z^%a2rM{R4dW?I(zF{>OU$pEfoLMpGGN za0Ih?3fHdAP;jw_nnZ6tqJ%#Y)X_a{P=T&J;(PCqjdFu+WAE))Gjen@*vb--nJ>_b z7`8GY!BdDz>JUtnu$RuXs#LL|m^v2jS))K}PVX$`3Pv^1+ghn&H+ChFoh~EHcC-yT z5yz@kHfke>$2X0(xs7-Mk4$C;HILS^nq*=M5I~@rHLt2fH8UFxz*?0mRPi8;2D>3Ysd}vx=c%>}FmTd*$%}nVTSg;eD zJsuB5X&KVJnWV(SdR4v(CwjGH4F<>@iDz*p2$+~a2`hQB?FJ6`GFVi7-mR+bmw8;9 zsH$~5Yd0eb)y+NVuQouYg+bQRfwr^}=duMB8at@Dye6Xq&NPFsT8tAm#eDj54xG`5 z7hEB?ezI;KM!LHf8!~NG%k1LgZQ%j{iq+O?v@p-*{ah6%bG2MP45e6XeaH4q5zWNn zdCC)=uwp<7R`FFiZz=;f^@cOhrXjnDK_==1=JX#LufV{18kTX&R@LX(w^3-cy7fY} zd!+0>`nH~;zmCs{?xL4F7^WN^o58^}e;paSL*3a3E|$9F0f4bk3w&Ft<3wKiwvXCQ zDBAY}OH9*nvsQqu>F1IGs9a^pMlV&)(;LD_C&UJ06=cOujMX+7#ZrYSEyKAQRKBS# z@h;zJZ&dd>dfeyjUlOb3hx;L8+BSJv{W@@;2m_n>Qi_dUVhx{Jd0@8g4pt<})JJq7 zDkwLVp&Ewto-jI3gbR%5YCJQ1yhJHy_q7P}NrEnrrz)N0y2nq$wfiM3jpS8wea7G*5{Ij8i3 z7gKiZxrL3uE7I8X>ewXCucXYZ0dnU{vPQ@FW*DtH7Ey2lfKtuB)TNHgEIX}=M{r5r zvi>NX#wBB#r&FCAp67Di8vcc_R1=!nSJIGw7dGfd4)96RnWoJAw0a$?3t)u66SQKX4tXhwB zkhzS{w$43{d5mrrlwRfF-j}sg!1C6*GlPPSaIfao+xGF@V#CH}NLp!Mc$*m4`4`|$ zzY8BwlrMV1RgNqMi$+wSn8_qE8k$*C*;+cQ(e?}4^{4axxieyJpSC*l4cl|7pXG02 zO*6NiLaqZ%u(Hw2ca@!1vsKsXd2VO;?I+Ll`W@?N%SW_y6TfW-2C~vlbim;yBi$aY zwW=*O&);SZP^&Gov{rIkR!_rqx>-4jgxY@!d}!t?;(%c60-UW`PibJ5W>uK1 zwI3>WWE2hdT`f*T;PCz3`Yq4VnqT8@o1e|5l_zmp&Ec}{+K7-2Z{;Siqpq&6R{!C) z%z{~}mNf$^#;C9z*b+q}fVnvBKgr5|*Y zK?FgAph~D(E8W7qQ@b*WvqN5kbI&D)wpXoRCixC-#X}B;hM>YUssmO|?hA08SU zP1*b#q(rB#u6-=r*7tozoX^7^Ih^fHHDF^P!fN0$kSjm2(qmefW1M56p@zb>0x;cA0Soa%)RK=qS67ETvyN@C zg|rzxtQlf*JuFW6rF4gtTQ9X(Ox#D;>_@{d;?Fr){LNc7Hm~Yo=r|yS?B2W$g)&a? z1v)7j&1FfKx>-*i=SdlNFP5Ws_47XaFK5(XUU@cXd7Wm3c5ctr7d(7LK2Y47K@|u6 z2UHnS$brQwPuVHiT_^2y*R_>bx8$j|%*rbHf(SR!Djj)sm*+xc?CiUZ(LzQ}dyDYN zx)(JyMsDMHZx1`(?mx5L7eY2=hjdWWiW56EHZ!G;4BFtf1$6DQ3@D_TEYavqN#Obl zqI835M$T$I2gX7H!GbcYl)ajp#YsV^?7*4#k!0q+PS>9=Ozpd9s69`8Y7@0Ej&+F>|1R9Tlc9?iT*Dsm0WQCS(jRR_V!gH{Wb!N2XOhH=N75gz)>+HQhr6tZKzAfZ|h+MYGwq|la}g)^@KGz_`3b8 z(&Wt>aiPZ&VU-q5-LRlz*!xP<$r{$!3rlg%c;csPfi`K20H(4O(2CVy?0at=S~9I3 z>?!dR`(^|_1Io=d=k^S6POBhK0~!@+IqB~7e;6@9%HtvSKKiiG935q1Gc;2Xwo{$W z@LgV@z!zyK45w9{?MKT!Cv!zZjs0w0DLmVM(dW6AJ})lxjwb7Iy^PGaHLPDO zZnS%A-*dm%W*8>Pqi}>OnprFmmB#Q2R&$gmTv`xTNSIvB7Cn^A<5qz{6&M}agz9tl zBm2)A%4@P?>|?9>jL2d56ew&kvdp|_1tYzD14>p#qN*WUWrGg;+U)>g9%A#_El-ab z+YR;EyewlCW=37#x63c~{a0!kjqa#dl-1$h`tek)IQ#YLYR4I#C-+g?QE?<6#+8<7 z2A~25TF!V?5uXe{^7PP_g39B8ef!10=IeLxlP6W`uS*&1>tzh z#ZwmEWPEvy8#dV9*5k9+u=)%5(kDL2;rv(NS7HNqanO?W0E$G< zA~RrVG=M6mB;nuN{OhxCXPr%;{}8t5f4}gnXREoM2Qs!T3py7nnD6g4rqy)J*P=e4 zP@dbqX;rO=(Bo+~FY6c!nU|*5G_bn0&TYbujBC4^6IMVi*@8{7fFD+w(nK>0u&{;3 z!dUhT+CN~w3V}-4>PF)RMT)@!Q%R*v){I_)PH=b=lyXzLO)*~ z7mb*XYUU!FdGGyCD!Gh;z2*gM$(CF#(d8HT@}DgJUinW}w)xg#H=DsfuEY>#DJu|> z4gfIBt<{`f+{gx`Ui0ow-WJzFSW|aIw}bdp{pH?)s+xgFMH=DGUX}$UV3J5WJFUaH z=QH?R!vJjJ8Mzpt6_$AjD=7;g#`vfkG9}SuO4? zf{f7zy#e;4=+Gym+RxKt+Gq5SAHP@8q^WouhAwEw&88>^Hk{qt+ueZ$?*je^>fB%qOK7z+a?LIfyg{Vyb--`d&ssAzYtJPiceQ@*mVHLZ% zv#nU?`7AbXqYPjCpk=pQddW7Jv{HDx8pCv=B6H15+bC~Hf^fHP^sHk&7g+3<)y9#d z!b}IS6lCqbzwdgqd|FhkLQe5iJ*zJ3Cr_HQHkct7E3K+7{ikBFiNoYbp(3L)`ZNr~ zup?RMZA&ZFdc@b3a<9XVB z1itq1$?f|Z=gMn8-cVebqddym?>B!>YDkx9tz-0k*Sl=AK-@w;|nV3!1Ey zCA!1C5nNK^=@^(+wN5d^$J!jCSNU0OC6CncT(5N9 zJQpgh?PGMd)A4OSPgRyVXljgB!N7TIP-AA8oigNz+LEJkuDKe@C=IZebgl$Wrx{y< z$yOrEqGXQl22@501px3&A9124GHWH*%sX+eKD-$+$_=nds5D+czpTSr7J*z5kv=vX zt#8yfRnN0zqVnmq>B)!u%?STSp2D52Nuf%` z*B1%(<%h`%%0gb$3zSn*W{NBbX02JxsB=-)S|fQ>C|2W7s)&4`P+EnKG&sEHzxJa^ zK1a@x!g1?0e;jY~8!*E&+!j4I!d|5*B@SFE_~Elx3#M z>Bw%xtX6i-2;IcLu>CwRxRwmuht{<<$=5P_9`{)0CUF~u<&P=;|du)mQ=>HroILNjI_L-a1DKNgw z2lC7yqqW)XfD%djx&mdj@Yb%k#~J_lTVIdv@$06!QQN-t%N6ZXa)i2m`|+#1U(A~0 zFnsoL_AgJqb@NEBSzNkQ?`~(S?|zsat%YGW#nsydePqA-^UM89{qQsm|2gA_kE5M!aKAZktlRf@#s>9< zG3MxD24R#t?p22{!BuOk`^}zbU;nqBSp70Dx6}4j&CFVpW7+5LKYo61ew@vH$R}+fnj- z?mT9ULKIda3$YerT7xpZxai%c=|eN9Y;xcDb(KR^3w9WQ2ZIeApZoKQ7+Qwk1?czp~m` z^^@zr9Pgj5f4t>i_f0{Ns=7U;X%8^|-%JzUjyGOKf4I zNi+ZL@P9k5W9^mM?Yy;PyPQwIbx4?c`sMS>PZz%b^&iz9zqXHivy5$UZntxP$9Bp1 zZNCnG+t*kA=Jp+zg^~C7b}HHPammjgbA62%F{jmIyS4c-B0Kupwm*JoA3wCd>@UCi z-@p94+-+3WnQ5*oR~x*1wXdH~JGUR^wii!FAX(ahIOeb88veGO{c_hhB1VJo<$mk? zQQPzQzMU5Hr@Qs`Zh4iB$uo3%U98>@tNZr*($9$Zp6}{k?^m3c({qi_`al2e-;Vx^ z#ciC|X#ci;_&1J!w&(x*3%cf*=MNJX{L<_HvHkwT_P4gZf4T*>hkV(*wd1FT{@mto zzrTOzdGfpbX$GTZ`Dw1b3~H$!cB}16jW4W?N58h`7yZvI|9hR!TDPXl+lnub=OzAQ zKkK);#JtSIGkf3m z>)@>Q_xpJ3Y5Tlv^J>*Fs8O?KKYe^Y&bB^&xQzJn<)5uRdAR-SAAcXL)%a;VI2QKE zfgJnY6n$EInp3t#y&dts;(_bsA}(DXx9fAZ`X_GfgFn69W7FWOwI(gc(B>!OTg^ZE z`0pcrXpjHHw6X2cZqM=io^IRa$c$X?*WMfdi1T;a`tiHA9r$|2^$yh@<`1oJef`q5 zrY=cg+ef>7-{02T*LSbPrnud(z2zMF*{oapq0MVz1@5xbY#GZmjrHujEd2QWc>6fI zvKnRH+oizY_pfumG)vgqmKuk-Uw zcOUD2)WhE{Wwy?>w|&?)XFONk`~OS!m#V*<_P@;QziHcA{Kpsk_S|lAChxmNob^`*eT!_#O7V{n+~0+EM=7^ZNbseLXJw zXS=EWD;C@QIF3K2S-btj+WVsJ1h&KK1GKah;!BKc|{#n_7G3Uc8}^cJ^kr^Qq47s5uu>9s8v$ZGGv_i=hklN)?|ECtwByUIH8AYbqhFpH=vyj&__h3q?pj;?+U9-S%>UPR z{L6j&+~(~^y=~B^{r!OhUw_H5X~mxPwX>HhZSrP z?`I(+_9{)v9#IqaYBb)7duCkam2?6)zlKcC0dYhR0H);G0w zxQf`yuR417t1$(m3Fk*Vt=px*5b~`F?0FL))I1xz4XSwv()EU$=F+BqA$mq_^dEY<}#$St-r3wPj2? zyqc}7ZB}L;%-OrPL4WZ0jUT_a?Z+%eEm)AI0`%%Jew^=b&#!-d?C&VO+XQ$8mCT@0as!EGy7?djo}BZSO?2fEo#FXa>tyUsnxy zQC>@#S+UB{yjnLh=B!L)q~z%X-e_Ot2V^QD-KttPukx%MCNncgE}_yZ3v6q3*cCn` zt0c3Fo~J7wvqG&+8BD$HG8ThAdn01!O?68J53nvw= zwBFyecC4<;g|M_U681gcdbRaQBSiAHqxKP{-9Y6X-El`LGYbIo#7$TOMQm>qFA3guBu(UO9C zH`wx?fwM})36pg;HN1q{Ey?mIFR5GnV2Q*XfSD0AYe~pLO(#8vtASaGSG-2c%5oOV zUI3Tm8A$g)WBo=6+)d5w%Jr6|)M(Ab`ZJ1Cs8E0`^>$^=K%yl5358GZoHHK@#BR1b zEHh4l_NT~~AnmpI77b=YzpIu|-WP_4=p}+Mq*?IADNo+Y|)@-zDt=y6+ zWjP?5m4{YDjOMMfp(S`U&E`o%qDAUH?{C&j*>kh%uFdpy*D<72CBLk(Fz$H% zws68YmbGHQ&3wStFaNd8>opTXg;xT$;u`tK=|?+z9>eEwPqevw&5y3r45PUj&wRl$ zDOi51I+31KYvvXhg^f$^8HtJ)4j)V1n#M>x163-4qydiBZ1YR`R@R_OG{|(;dEQ*H ze(fu`v74HSsEEmYUhp)1_SuA7wY@m%Ix}sRqEKZo9OOvv0iQgV9jmgdgel%(%XG{! zf$)g^ga=OAg8lKP%eigz3#(a$Wu!*5vBvWZ6NVRAe3*Wv#9?=squPURn+|WY2oE&q51sKmguhZCv`WIDc0jQa0=25Re9pCiTiz^@1Qet3wIJ zyuAFX_M$~@Vw+1- z64S27cDrA=Js#Kl=a%QOT|dA4fb;3zw$Z$V0IbFs+#Jd%BhigTaKX#H_F%4;9DByZQLz?SH>kUaGdp)gG$s^YQhV--h*V zA4vq>UAA^wh2mG;_v+cAIMdtV6UbdszLq{B|d))@#nuFWkyKx{?$z8dXFnnAFTT2)oTi1TgO zwd-PaSH)^&@95)E6MVhG3P>qcC{$LvY?~I(%Cpi?mo~rdF~<0N6=VrOQYaT&v&K3J zIpIKyg~-G8%*xbSu~g`0A~J-`)|zhbtj2Pzvz~I)Meci>cmhc@D7?Iqmf<|swS&3W zInt^;a{jJ)w|R3bQ&zp+)y>__lPW{v&r;*?t#QzXvSIO5eK*_5cW&#bHqpb zdivAm?V2YRs(*XVA&3C;nSS%iIiI<^yGnvM8v~ zUPK> ziio)NYgGv+(@oZ_gPjpQFuVnzI;ZCH_G!GYxd_G%F%s zJYN6^BhbuSFB^6b0yMzN41{~%h5kHFcYmErvkIse<-6}Yy-gY-@_bH2r@P~vPk32x zqyVd+3YMPzVr`iLG)e{msL0YMywK5Y7Lpy#b(}{_mc14dCYT8cBbx;W9KcJyEGx7Y zgKObo00_~g4jFiX|BU`OB%zmz$XVUtrr<`BW=&FsvRvu3vEsyDXbYODPsgchs@}@7 zxE77>-kNzx6=?g?%mPY=LfR`lyJ~JMS?f+DA*HkcvW{FGxWHNbth`(Krpr05ONLo% zoo>@An*%L56RhP$2d$B>;+)(BH?%Hz2J_E&YO~t7o{a2+7Kmd-K8f*q!sx@dz3j;6 z=Sp$#n9Cb!jw+Ly0YEOU9}Nd%b?Gwd7FC4@@{!f(&8?UCy1pjjtdkZZ(534w)Q_T< z?Y=(-1LczqZURMLtMVCsIw3i|`Dor7J&W@iJ_9SMloBONvSjzYjbH~ym8T-K%!px{ zMFO>`-n@+tteBzfNM;(#97Z!XnnqjT%sgkMvPF4UCDJ!M(cIk~tjwwso42l6Ud9v` z%&>$LkfCQZ0p86F`DB#W;jBZKD$Y_w7?YKqB4Up(FJ?n{O6gP+4Qd#HmH=U-Ib}YE z@2P(vXYr)B@*Zg-R=*tfhx6Ud827ATZRmY$)j$74`mNo$Te>RPMjI`ag$mV#3P6z) zPK#m}kao(!S5w+%;a*5AI?%Hm43vntT$7BKBfP{~y+!j>CxgiJET}YC-pZZ63zaKh z2N@967zCdidr}8HvY~QA-CAzvUdRY!YpraAC}s6{4B8MJtb*!2>vgmrDh_r^SYRa3Om zNt(TSo`fV)K=t`O*Mxb4SynSN_nJwqhF6uIB|@gA@|AmQ+C}7=YVxg>BJ#uM1buZ^ z&S#uTY-bG})%t0?H?5uKy)WQHcEo(|a)1l1T*1nJI6qw(rP4+X}&{%7I8&k|;{?juS-VfZOpO-&= z%iZX_9*yMLyudNz&aZ~D{AlY_v*sLOXKZ)=rN4=N`RtDLz7~P+?R>%K`WT~p)kL8f z3GOSQ8Ri0 zSxu)`i)=@*7`?6D_Rr7W+7{2A5%+Cs^kZ%JF2DA+%#Ny9-$s6rEiaa2VGksx(H=O;& zWJ~e&`X@+5ZHdgD;h8`P+-9OV zQ=HIQsnV|WEbF(Qybhkv_56?d`~v{DA9nn-{8uM>+dR(W%yjf^LvQ-r^Yy)8XbGj5 zZPSSeD!KLw-EN;v0R21-dYD^-9O;5OI$=Kn0n&|mZ@)leCvWjLAlXW_^|x|gos-Ed7dl$^_F-zwEplZ& zx{i_doIDQAFy#)Qz!ia|QS~POY$XfDsa!45tzEBell@AltENH7ikzjhyLBBC-H?6&tF>Y6!0yS4h%^5R~7p8n~!`tWo*axlz@RwiG$9fftS^`X<* z-g0hgXcy;r%lPv4{u|?&^Q1NB-diyg5&M`cGEm{0Dho+G9VdC!3qM|!`DcriB-o82 zt1N^iiM1K+eBZP+HKe&my_H+2{&?2=l_XwvLsq0Di$vCH=e(Zf!5losm|w5+ZNGe* zULDoBBIAgv%I@f!Z^YjGrAkJWgz&~{ra;pFgrrAdgbJmON;OaZsd;f-Ii6A zjLQ;krH*hN-vEHpSvTvgi$qNqk%W}{W)T<3Nfr{j~= z;9u*S&-1sadbj-ful~m|em}E#|GFK0@8y^KR`DyErB|hdq&0_Zt+*Uzp9TbU#A3UQ z(aM&ZYF3jCwjt)(VC=QQcEF(~w&^X{WUbmIXlE9Bm-h?}^QJx*FBy=;UbOP-!Y%C0 z`qy=RM>K_542QQ&7STGa!%gfmIMR?Vv<$m;p}AUc05dd=AG9(&S2R`l=n%ZhPq2vh z%Zmi;JzjZn)hpiY#Vn6hG9x9xNy~l5dYn2<)hM5W;ll8F4>2h~BXQ@I;S)q~3F6NtC5vhtsqFyV%HTrldp;*y<7=bk#Yz315 zWJs+Hr)e}q2TJ%)o(;g9IiKeW5@z&%O>E^S%wY6Vl_U_7xnLpi1vq?BmC39C402+m z{c3|YR@GhgeAN-NVz{S97K-Dwiyd@YOFTfl?k`0H3zqaUekFo%vVg1#Rf%Sbs=c_m zmH7l_14iwd&1Rj)!P6b9RqQQMHMIqcDj8q8zA7YwuV0UpOdzZiAZno%hvJ|LB?+Md zmVKT@<8b%hOghUW!SnRk+}#@V(mE#v6_HP%;9KK+%WIrZD2-Xlt+lR}VI~p@D6xF^ z0MyxT{mjdp7>OO->M1nB6Mwe#%L15TXaLp0jojcKIy2%{G5``Jlvi1RCxF!mR#R+Q zD2WC#%~tg;14h;;c)(#Zaeq9k=n2Zr+$keurmzc?NzRCYLWOs+tBUf_Pe8$6kqgw%wDz2&X-ds zXXT<6j9@F{U1jVrl`k~0b+NCCb$o_O876hOn`mAptLEsbX=Zc;Ga51lccvWCAmL>h zVtOZ%O3#F<8D)-FI|3&Xcr{2233yej8GZ?zm1m+!4S?D*th=?Xvx|_DEV3NsY(;yG zyAmjq4{h&!d-uO>juSl9OZGrd>Z9te++V^j+7L;Ts4{K1h*j<-b-YYrlv(R<(Fz0V zP=Vf&EzPwSCE4pUUeJOptv$C0*x2{lDw3A2iS@mdveghJx~%B33LcsXXUCP+iD|~f zJlC^(A$`%xGFXjnNuH1IUvB~BOTm>(Nf71cL4(X@Ig%bWwh$J!T9^oCwjGjnvt}6F z?@23IOsI;TF1>_@cOym0JOwJnDzEnVEc{U9^kbQ~y0~nMUu}N2HM|b;OnV^zZJX8X zzN;R#1KT(oVfUL&EIiNiA0MWp+3#5&(zSR+@94*GzqHG5y!<1Oz6D!VzQ^zH+`qfY zD&U#W3gU18ex3UXuJlAVG^izPC5?}al@&mPh$l!v9(P0v{5$Fwr0LDR&O#FrFtpZTPBg?v3)#% zqT99=`KPvz__%_IQB2k@0sV?G`BWj`yc!4qoQsoR&j<#Vyn`$w1|Si zP)sS3>fSeQXH}LE0c2%m<%DX>IZ@TS8J2_Ux+D|{@(wX3=P_R+`ddBwD^@=X~G$cT9lZ}Lxe*EMAyBEtF z(HeX@zwJy8Pa5PZt71fA7AqDSdJ!--su{gmcWcIPDun=Rt(hZMpeDTUsP8=0z&8BB z_{fE+%h)_u7E11@DzVT#7!&AaO}?!mV_nfbeH!&>+EL< z{NqR0@4(+9{~hga8#eo;;umkmtrTIo+NJB|v>lfDdWEg5YAxu8>N{4zRJ^Qe_Y3p5?o zIol6A{q(kk(sqeNtM1#)@Uf!G0;XneAcdUg*^Vr<4wG3ma%=35vnGyInankI`pVYS z+zkiacgyd@!x$k%da{qU2@{MzS&IRcyN%Jhn;VEf=SC8$m9)B%S7ic;>g;_tM1xORB7t-$6`76n=H{8DTE%iF zDP_)il)k_oZjJ0l7|vpd<8rPN6G~F#v<7yfk_0-l%) z!8XZ-bmc(ph+R1{e5JAYULVcbjFP!oi77_$>vwTb!|yxQmoIFgO-k?VV|aHbGBcBI z=G#@vBv-m%`R9m2Qfpru*sPanbhDQoT5@`*MbX&Y%#dWMromCASjbW%X>h#wP(gr= zW|k)`s@Z~L6-w63-Q`Z2m}$^#)z-^C3uOsWtmMlI8-SUqsw!$tp})&o8D(ph*L-s~ zORjKro8dFjqK0ShYiD(gQOt}4AXM2p+R1ITqY<%~VKKpCbF=|(I?}nfD%e3y<(kUs-8%LdSmrqt!__4hZ$s6?tml6EX=|+zxSvS0x;*Lff{&IE1~LOo0A066Q)wAu4|? zl(CQHk&onK+0;4;G)wpCuMl?u$l~-fx=qvYR4Lt)R+-^V#XU-D>6>-E+tiAWZ~cc> zHFEViB_(}XUvGV1)sfAV^s`%Z)5y#~04z{Il~a!NrosH-zCK zdgbL@dsQ{8YXcow_zb`anBZPaGtsrna)C-=3QL2}<^lcdf#oVMAxbn7#%b8kJMv_$ zGEc{J>eA{O?RTOKQWa{IA|zi9c$ou25H*;^SlWg?`jE`~#jDXgQ^$D}t6ksb12o@k zPqx5X{=hgJy&WN0k{+JJXJzF@bwtlsq+n6oOtWV^c zr?-9Et_;p&#i^}bMl;l7o-=HdZ$NLl%^)+Icc-60h{~+3zh3Gu@hU;TX$aU_$NR$0>b=>xog-tOIK{2Sd^Xk& zkTk+nHOp&EMOJwc1x1B1-D*BwCTfW)d0B&@I4jXiZg8~LRF)E|P75Gi^kC&HJDs%p zaw;K}kV%9X=vL-4pWDj5+7LXRZ5^B2&Ah|*<{*xB07-5y|B^T5EgY z`4w?-2CfUk_;in3vuSBrD-7XPozkkh&uQJ=hI<2`rE}>yRkQFl3~n6W+>~UJkPPou z(Jd|;_O+%TePI9P+Mmbsyc^NXYffagi?8{3C3fX;oU?D_H7es;UI{ zsz647FOeKXlFdlB(RzD6%nYryHspAo52IdeQ8R|3k6JnM+x7MB0enlRddGu3UrZKK9qN2x}0($-pD)vV_l%0+9`#u{F` zWn-?{31_9ZYEH|PV|BLB!(<)aP|3UeAiz9FV6LOuDtN5f)Vew~!2nd2MTDJE0Im32 zwE&Nj1OW(~g($Y}7aa@$Tf<3*3;h{;Z%k@jgJIx%4 znyTqG?ezrF3KsyflsC4rgmEzY?O49*ELv-34Kierc@d64%mYL88-|}&XU_eUSoB6W z5iDzl(Dc!mrl5d=C8ZRi&KaY@*j81pMY(~^><<+E_4tSoM9Er>RZxc9$`vv+_ttCQ z*7J{k*-%_F!!2nq-)5fUHA{EOiOiLHM#pWtWflKiY9`I#t=Rywsxs3Ytu>%tRLewJ zhR14-g9(T5S_r*K1uf(9c2WmkEVD|~%fJ#Sd225>O}A^VSP{*(tQJRi4d<7Jwr~U! ziVhWG(M{I6R7_pXl~ut(~LA17%$C@cllrh;#pm0qKPQO zqRI4DwJQf@tqdvV&2^pmKdd`ihxg2Y&WvcF4pD(DlNAUV%Xjo59-1(C8c9_J%J~}hsZpjBm`1_Ulx`Jk_l*SzNyqT0 zX;59y0SYltR>c!+E-9EqT4yd7 zQKz31F!Zgs7S(bR4UoW)j76R9Rhn7z&aroFsanQp_X#mGN+tLk@>EV68r@C5FK_7rD&N zhH{lb!I$4NGARkN+wPBISQBYvYi8RuZQH*+Lo>tJeC)lH1v?dLFLj4l2?+^R%d#Fv z64u}*b0LzoOsk~<7Q)Po726(zC_Zrxo}VvuN|>#F1X<7dY||lDLlVd0JoqHbDt1;_ zg&~CkTX{p@wzEcUJJMl{x$@Ijx1_%{kc+N@5<()H#jj8rk*UcB4AZ27G$8U-dXNpgt7@wzOUdG2F^Y!J=#d zo$S`=2IQ)IK4wL>*7QhyNQHcJy!X7d2=jjzB$zN#2BL66O^@K7VA1OJee6zk4~~&?F|-@Ok;mZyzK5d9%lEho>KLTkG=A zY%nDtmnS@EELx;7KFguq1!@(ovkx@aa~cvWk$((7d;7XCKdZ{jgEeZl?5vT7 z615w?0?*X1R8xNa_QN@QwuyeP%K?L(TYp~ncK%VId~f4)8T?#fz%;KYh*$Q(K3o|% zmCH*{uoeB#zOtV4G}h>!+jf=wRGaAv^s3&|nQF5#01oudVn#e;JvZH)v;x!2+}YFz z%3tVk$!Gzkh_pf4epW=4z|q67gk*CYxc;>wYc138@n$`>eh+;=fG%$@c?DM)WLLH8 zhIT36mMZ6x%WLwvk7JF5ot(7BmZCR7D$VIEkAQgvM{gBj@n+`4n9aOjI^ZgC&6$|}amCRItk z&fu^?UlGb|5q_@1MNnUdD;KI_iJQjd`IpfBu^stkm5Mp|*!(%L?>m<21Z9{@^}SVI zw#DNEoo&0CWzERBY=CzISX|m=`JwvOO=yIp^^?06hp8II*qBY?y?K1P^33YOlCzvgQ z1)u(CcWWK;s%hQ4_jFr@-L%706(RTL?ow6N7xr1_)I_somB{98MMji2H#a)Hw*=1T zxk4V7+B~+c#>KYh?5zKk#%$>&{9`xe;Y_OAp_y?ZZ=cm!n{Z+_a`Cw>nR)qgstV zhK+OL$m3!$TFrC2Kl&r)8;?C;NcYjUy|;B9xfY%5?ATI^fy%M~Eq!q(=B2eT9i9-f zWLcPHWq+}Rdit0(n31S zL4xhT+EiYm&}a(HI?R1gQ6u`Mf*HNb^b0Wg}GIU7lLPfMG|^BE{;rq{}Pfzyp5 z8=W*rk#R=C^9l0Bff5y<*knf5s--F$!`SA`6$N;MpJW&eYJlvuE-z@pQiUQ^g>sM$ zKD4{aVop=Ak_ysVuHb?Zo`g$$9oC)QI8aszGXMcw00l>LRUsgBVlzcZjaCNOYk2=! ztt`G2&}$f8VdF5GNYe&w!2ge?e_4_xNs=r`7LAd`m0Nk3 ztZva;0=QF<-Yis`Fr$iP-Ke7?3A$ZcsLIpM5^N4@p=~8-ZCRmbds5;wVf&|in*gy7$T(( z)69?%i^IN{Dpp~Yt|$O%%X9<mJ z&pD-~FSP|}s!|%XB?fncRs2O`_WWdhPMalKXcX7^ur`}i5rVDhjW#pC?MLncA<9IW zo4W_KvXzZ2x|E9p8!KvHM(D31CL&-u(yBbgm&mq2O=c1>6+yGDBsiA%l3t?AQVF_h zHr;B}xde0-M3RSOx{%VLMkyr#Jo|Ync5mP6_9D5}ks?fO!<(64U118DQbSPo=e$;_ zcVZAtm6fA13~vyZDn_>=<0wUFH%IOL^{}Thh5|TLwNX5DdLUODA|-(i*T%6SV4JIv zlnRe1+E_w}+ch~j!li@(ZKol1mcA7h`N$e5Y3wGu*B)Ox>pwP$J$?srKgowg3+C%H#TMR&3R?M&?2rUqNOHfjmP zsTe(`@Bns{qL4g=tmX6VBN>_j8M84_LxhnS6;&eI(+p6qDw4-)R+CA3djv ztiGM1EpWX{U&yu6vz_CTt4~O166sQAX0k-x4wEX_lZQu$(v2IMFezfaU$%A;RoIfY zO;Vq=o~LP22r(#ZAw|WE-UvmMr*E<6yWpfBi>^$5V&`eLZ)S!Ocmy;>D1JM8 zbsN3Labi_#4ZW68(8qPNyl;zVcNwyOjKafI+LG2?O{$9X1jRMS^;{rON>ww_q6~A~ zzJJ`-y*TD}DfeE^!s%E&2x!?wypgrC2IyYdqE)Ha0W7P9^r=UnJKCRFIiZjq zP;K?tzGhta@tYWCd#Qfe`0$Go>B~FG!HN&+T`yjE6BUO>WwK6%G!^gCZ+U&X^G1m; z*8=vD;-?Z~N|!+awWO02F;>nR3ri8!OM4R$uLM%4l@JJErh7zuhN$>ghFC9AdEuZoa>D=azJ$r)0y zInF3*OZNpxmK0LE*tTu=%l#e`_lw8N)=>T!63E?U*KXi4PnU>Liqz!Kz7o<~GnM6a zBGBti{W=ladgWv;CPPLE?qa<+##(Cu8HP|hdSfl2h%orvL3I%^Q#VVh1VPp6g0pxO zvny?rd(Jg=6K(EWrN;uc)|#pg%~h4j6c?4f_sA5O(^n;cWUic-)`J?NG@+p?+bA!Q z_to3bx<(XHswfcvU(AS_0fjZ|0IEWiz)PVe9%5dM%xty^)9s>4##j<&Lba882BACT zXzZ8OIaQ*&F!|s}Yt>w;q*gq$uMWTUm<{R0OyN@0k}-gn10|1XLoVt`t`f!Q`7*zh zFc#M5iWEjkG2@)RDau`)Qkf-y;bfR>Dxxv0N`Q*ulGf+3Z7s=^oK>je3X}p$IE_nC zA*_z>wPUu^chY4}K{!>4Q3)!d6L7ff0rEXAVgQP*h6RO4p-06zU zV5lUCuBAwgDj#ZU<+k*$XufyfAwx>kA%c0XtDePEV`KgU3a%MIho_f??g)-d0trO_vl%Q#D4G5E3dYji?S$ zZQ5O1bYu%=6=@C4O;gsIFIr2#$pMyo>nN!08AXJn13^!q;wq}0my))~4+#@v`(E(E^voJ-`b{(guOHLU9s9a@f zB*)$m%#5kknpPt;7GlP$t5RfwR9KRxD%!+4{W)$(GFXvNrrcj$k~Yz%C=?=PIV>>} zF=VbjrO%S8>_XF_O^`+nrK?gr(2BbEYD{n~jglgaN&!Om@}1r*8EYW}STIT@Owk0Q ztvj=%l3A=7q0u)JQ?us|@hJPHhKq_>Dib*?)ugqS0u*IsMQTaqGqlon5eP!c00GHV zTCt8cN5b~4^%t9&$9X0oscP_0QIkzoh@T$S&+XW`xwMo_EQTtoGoGOcDFX{oFi|7` z{qg2LeN~k;%~+;Uo7f9Jo^=eANU4a3LlydHQG#hzE-5O>mU=zx+?GU@RH}**6fGn4 zp__{|HGwUaDNVdX8sdLb`QEsQ@5CI~lNVO6{AnI0P>9l9E+wBVX^)|zY7M)Yx%A$Z zttci7Ych-!(XENWr|M(;&D2bWNU2WMPc1435?M(mk${`2sHp4K8d{HLwIFlm$_3`u zuceXGSG!#H!d!FA8hcmDE>zJ!S(>W)oNtZo582Dc&Vq`kAiYa#lq+;q4PY2(dT|&_ zPesXeFIDKMAr;I*uS}&YAjMok7gxvT?}vm)s;nkrZg4Nrvp!!k7s2wWO^nc%*sG*n zOvp8mqm{CH3x~A!cFVz-_u|+9X)PK|CGA30se={Iyrps{uOBaBkMnw-{UOG7=Q^;U zTk6@c_OqO|5@Fe6v8NvTA;?W&cF$HAgRlXQ}X zt(l3AT&wa)G0@;_!LFr>St1mbrn-}BuJ3(KAK6z!yG*pq?}!L}E7$V=2$$O3y3(;) zDRqgNs<;;ygqo_MJjpY0E15(Thm=%Rn~(B3TTH99RhwcX_VeCa%krwHkiHs8u(^Df zgWM%9o#MD#9vkbbx8HONn3mm^)m)!IFni>eNu!cJnhzH`3}RWYd2f{9mL-;^5akZ` zyUrOQrDpEpXGF>BJ+l>&3aC5}3`tFjK#ihwhj$c|)x&P;pY4a$hpfdo=J_DcZs^)J z9vkf7X>=(24pD*9P{?Xn~6t<6- z*Zb=<{p0fE8~ubtV1eNdLuCXDpz5F2 zZY9h`K|?^F{C!_iRUjh*;zAWMg?z?(H@1}_Q}^Cq-s@wWA7gTg2uaE6WO}FZJ@WKhn<-k>C4K9j76m*;9Z5H7H(~12~}%wYwHD|7P>Q=j(s2Tqu)T z#%acoLGYu!zii!{$t4kC7W+P$ZY35ePz0*}*U=BK))6A0JYn`EDgv;pV#E3UV8nZW zc`?^@k0bE{GlOb_&Q-`LQlP6MGp~v(EYMRc8;00rEVBKHkyUZmzGN@^R=BjKk~v3Y zP-dD$g^Y~Iu^_(FrI1zCo8MP2SDL9et|7S`SIM%y6LatpaY!TVlC9AMuV3ZV7Nb3? z?n}gK!%14w4NY`rFi0|y=0MJjIfnY2#-%1=3Ck~s|FCgvaq(;aNzPb1@4fnCH&8?o zw5Dnar_Gbyi2|$Ea)|Y9ncmlVHB*G3Os1Iy*ILt@OLjMHN|GrF3CMz$)NW;rmJ)z; z+j?Djwx8E4=u#p}L^yM1g*7z`5r~*u7j$DG#YW$Y_GH6XE0GX1Yi5vhW^8L? zItr73DZ4?KDNKU1#u@qd25cn~b1|nHHq&LwJT@y0uE!K`-*>cC=i&PqB@w7)TIf=$ z(>%}Dy=23wm~v2h@yXi$+`nv9S3FuAvZ^dZbaa>6$eE5vL90-hqFnZ-HUxr5qR3}~ zZ3b=v<;n#JUDTzdV&%&QL}HZ|C=!r#al`(ZM`n4UX^;p4iclo9N(v@+>$^c8Ya**| z(4b5a3TQxzm?*THz-5|R7a>4ulm=O%qRquEBUYt|7&v2XDTtz$yO#+{Nm2Q!?7%*k zvIrI1UVPJb{`2`p=-LK^1r|V&eyXfoQJPthCfc+XOe-=g9WWR3?2<}GTqaC0HG);X zS-ZFp;|EJI%VIS?lqb>@FRIs2W0?f4=#_@WI#+x$)}PyGx@)tN#@a}pM zr+Z(2@$r?Vs~zdF&$f-XJ+2BptPbXgRMq!cKUO70SygE3ax3sc37>PJ$|`O^c_;ZvkN@@n9#^fsgU!pu^3>6OmdaJVn*7|>aru<(@wknDe13Tu zqDtJ#u2Fu3&+6$nxyeC<_5P;)3RiULH;VtnoVQvTpNGbBt^4*izC=G6NS2zac7|fu zRxhuQJNMgh+s3|B##S40dvLv!W-ztE_o^+YXpy>_OlFOeP?g=acd4tKmuY;}SBuw= zb@|-)c}ug8tK6HauC&MKGj>sTPapz3>tUPw+kUJQza77<Cx8vu3+wXeY`}MjuTfMgHY1SI{wFYe#$uS4bl27y`O!ab{5dOcng&W8q(Z*l(AgKd)<_FPHD{tiDZr<8#CJ z_Z=_S7UVi&XTQs%+s{kS%`S89_fO9i%$luu8+{)ycwByren-F3-jTn$z)P@5S+}vM9Gm6dtefwpuZ8#S z|Gqb=ISp+Sm2*J1hyEgrLW7!@USr>7i;W-G^LM;D?sKmE+xZzr1Gi#Qh57>hga%`LARBsVNI`~Q5r2wvXk+Wwh%<#_q^v|p3UM#t=h z|7?%9wcnOqtKW`a-v04r|Fn83e~JI=<(U1kUunPMhv&b|es3?=b@?^r8rkpKKd$?{ zx*A(f$@ub3;_{cD@3-xb&-Y{Tww+X~{!{cYZ{i&h`KVfZQ0RYK>+SP<%J}i#jxXD- z^XaUq7<1 z&riOr`~U0T|I2py{rYeJ{r~gV`+xlWFaOu~+n4rn|MheBkMsMv*2}xTe)%|#l6#lc za7x?*N3@>(Z?pZkFCX82yuANmUn+mW^-(NVszrU>Dj(wzkSkITQnU{9%zkeO`D%+-L4dmH#e*W-P?StaVS`d{+(m$})TXM6CM zd_VG2u$RBh-m*_|I&Lk0IbQbbXI_5XWgW}UywoPR6n@|L*SBAD20ZhYKmEw7-etbm z5dP-&QCR14u}wA^_?Y-x$xYj>pyyiHI$mFf`-L0DD-8!XO7BXaS&x);L3^L<=ZEpP zlpm3$^778TChq5lc6!@ZdA7^w)(V{|>wA2DtC3r~sBy$M9-p+t*3dR#$J9EJOQdq= zz1Oq|Xh}PZm5;qIeOPEE#8ihEyuFn5#7Y5HN^+v`Pv`OkYF zv$&Vts&o~wU>o^z88_9x41G&6(}&|j&?+x5hjn*|6bCuf#ps$HV@NsNQn(Ni1QqPvlx!uX z(0X#9#VB&?uTimh#40IZnVM7Dumb>;DJycsQVkY7{VX>UNK%|CTFrb@Kw779#Qy>& z5i!@X`R#)x`q*;Bah*x#xJb)ISTWZM+AISrY7Ny2ouX7jcFofCDs}sW42Z>)v*5vk z7g4`hfSNh$fv{R=1qF=OQHG^lvpB(#XfV|hRW$b^z&d%9$i5+)&Z&g2w$D5zrEUG? zb{jQ>&o}|hZi)7!2D5e%fha&a6!50Qx~D`GG*Km@ketjlhY5#bc$I>v#g)v#2|ija z2q0U5BT%!3$?Jdoem4$Zw^bYT@ghU?^;DJbO0Nn*v%FYcI}^A7X9AhWZsMATp~^Oe)m9yKChss#*>)FsqokDvy32%}lVn#wteg zAWiB9mPtMps16uYutaXs!Wya@)j@5$wVRgP&;JDWQgBkn?#E?Y4FS&<;JJPN(NAg-(Ce8ZX=N(7CQoZ0w{5+(4tcw; z7V~l0j<>pg+-DPGznsKqKii@mTEjOj+5!S1Q5cbx571ArWD1#{*{9X)`RF&|YzO;{ zxYXmVJw)~?Z=bxo_EcRS0S}hGjrI-9-!~@a`~)`-#)z~td?7vKuVc`Sddg?N9k?3lu1uq!&+fEj`wEq z2brQTsbl0C^)rE8VV!0|SJ{-_4?jgZ%!2uHF11xxh069w;riI-m71}1=1ERD{5w4s zKOa-A0)9|bMLd-x+k~w%Sh!ao##{>RqYBv7)+);MfKqpLNNWgpg-KU*lvioRljIn$ zyRr5RD9j5@LAeQVPhK77+3YKf@D(Q9!jP8d9jH?!LqdS|dHt zpx{RCVy?PyHmHhLX4Nv$CQUYHXpkc-k}7}*yfxn#Hv>~n)1fYf3S3t7+z?f>s)5Fm zWHZ_qXf@A~n`>80Qn zzNL9-NX;GtXr&N~=3?qW=A=}SW8d1cZE30>Cg<*+tsTX;32mjcX9G5|GMP1B9)*3I z)cR;qtbJYdu^qXOh_9_*h<~0K@p!?y?EP`DXPH!UyV$;@@1cH(9e-8J+5@p8O8kTS zm@byNCws<-^N6*}`76f%+m3(L`v29eMHkb{QeW(i(|upwO*%c*wZu~EI5}z=jd96P zVzDBoOtjG%wdJ;(tn@AG_ zR6`ozSqd&4s0f^C3~Hnrwu`+gMrGym^@UtW3M%uj(zMpf{N#6vo_^PjtNEoSG0g67 zFE82f{pU{}kG=I@FB~Hpm~fhe&DkI{_JWc#b_WPsXcA>d! zDvkrk=@y&$ctjI3-7@l&5;b>KdW0)VjL4`O#gfPXyQ;uhRU!ouk+kM^Vq77+1Dmpm zJEYWL{jYZ=GZGOr5t=R24AJ$FTwJQ5n<*s|(^98yrNAa)lCi23RF$SKS_XH@Q;(np zs%oSbG+6>MGncYbE67rXS!+reRhgrFmD6PuKPf1Q5qGnPIH_v#_Ix#zi*{{Jjic7_ z<)9zbm0dAM0xAT~n@o<-lL@t*=Q7IDE*3V>eGPOvSo4UKX3O9j8W*iFZT~cht zv^~Ysm@22i3R#+wBcaeTE=#G%s#+EIdf5IfkqYFQW1tjS)DfJOM4GT|G!}~ms0IU^ zjSDq304awp37GKtPgZs7B33w^r$jXfb9n_Kb=D$kiKx1(1FBFI>ySDsJUBHKLW*Xg zB2!|H0pMAIDB4m%w*=(AV5O?kTvMuQjhW}%vZ=VjRZIk82`^}g+`uZ(^oml(0~BMI z8U+ezLb9In7?P!bAXVyX*+==JKNQWmi%d78^%T$IAfZwXXr>7=0X6MndjT<*M_O;4 zDzsR_LKdi9y9+j9AfV6IQAw&U_0I~#x zP*Sv$EN%Mi4NDVM5z|VO#V3CoPoi>00Pz5wtICVvXt~siEDZ z_hiTnP0>}ACDo{)_cZg>312}Q2Wq00+9uvHXGDpz%tR`YL0B6L67irxXmy1`NNScX5vZz)Y{h!^JQ<##N=XgIrn;Q9J9-rnD^aN;7)M5$ zn%V`>s#wevynO%T@uJIgd741PX5%-=w%}E3O^cKm0(Mu>OHbDnVX{^T1Kr*9B9>4W z7|Wzwu!|Utmxam-Yr~qrw8U7-LVU(E;!rBwM1({^&h2`UOFdeLiaZL_uYHw0&9QE# zD5+HlRX`Zf!8|iNArzTu3xI?uDJUUJ08tkcF-3g}nyNz#m{lw5BZ zz|Tr2uBET^hBlV0kkiI5Fll85Y$aYOv4E$4zr}moF0uB@kq(;6myhGyK6Rm?!88^{ zbr-c1{rpkaitX0x1!J`FDCNW2WqlvLrV&qS{)QIoa(-qwaNY##^7hC=>0tyavRN38ml3z#Ttsk_3QTwH`1iyg<_+}Y=}~YaZ1T z4DC9Ps3>MgD_5AWW@(gJ2soucW)KuH6Q9xxZ6T{_XqhM=<=!4mZMhDWm?C7G+*aLG zXR)GkayiRHdV)Zq$$UoNs9x?W6s2VOT%}dbgj%RcgjiAkf=cChvWd%NN+i+-N@$&? zN!)2mae%2qS*lC5xL)k%i}8rp13$L^BSMe(MlEe}f$?$56<|%Vm8!Bq*N23T@)(ps57x7&ZyrmTzS;!1HVW<)7!v zs?VDYSIgR_Xv5@IlqtkO(q$sUYh1r-14_GhYFnj`RjQ)(Ivd<*LZhiVRdVt;@13&7 zl~LLz8X-OVb;&Ve?|WBSk>}ZIDq7Id$w~alhXkP7ns(aKqa6@(-L(0>WwwaH^lD2r zMWs|Sw4QFBYB82YA!Kv1Ck=}`d)q1^P=B(pi&e!&Mh%s*y2X|$iMhDu8TG28I8~Qg z$2j>I7OK{D+!>E)Ev+qT6_Mqzea>C9Nnu7+xpaeKtf8-HrB=!k6hzYX6k^++9baat zfFK%0y(zPzm;|6yH)vP%(8^#?%RS8qP^nG2+FbLDB?Qd@iuk7O$II8y@#1z>$ckL| zlHt8QruVI@*<6PTZSSs9$>Y?$b>j+*!gNuhkltxh7NrHQM4GC4wyhoxZVm@io+o4J z;>I~yiCmJU?xql!3NnK$Yn4EI+eA1s5K*esw5F!06--EIb0LK)W+0ve^a`m0ON39x zj*6RiDO5>To9a+=rzmSqP3=;!J!6i$N{L|L-T*j2nC<}{qN|H_Yg#xTb$mDgTu?f> zXnXbRs(#w}>p9JXniNR2q@$cc<3|@{K4KPZ11(Cu-!7?}5Io2!!qysC;|#k7TIyn} z4@*y(RGxm05L0QXdO~ZY2wl!Nci$-nA%sv>5-LpE5nM5WR1cRj&3azkzEm`gqiKq? zbB0D!-e&*a+(fk|MdaD#YpZV-V766YMJ1B5M4|#PG}Aw!o0cWI1eGFOE5+0Ws!!0Y zphhnDjk2$5D=ZE8QwMHU1ykuAFH^r(%nTkmlxk{3lRm&*O z?h8j%5KFr?@3Un`c5PF(SlgUwSq<==86~Qsg0xggUn>hs5hVu2^Y&QKQbi63%C{v3 zW@;-Yqr~ro&^Dx_6hTNp2}x2H1uG0sGVh+rQzo>T>h5-7=zcq%X;Ca_YebP@Mbt|~o=!vGNjy&!FE5LvwfQO~nt03l@o zwx`5{I?2@3qI}y${v@`vD&7Ff}pfawMh{x^AZ|$6iRJ_DrKwM0jqXV zrRMa$`9)F26r7=2tSm~xDkO^HK_bdbt$A0ok20Z} z&_oi%Qm_f!PkmNh>;@QY3a9V7;ybMFZ+tzB}1+RNEnr0owvxA_9Jx{UQOIc}!(TN!}+)uH-& zq6uG*h|tBvSxb1ZqRM5vZg|PK-OsUS7i=o6f`Wx^ZQq-GzqKzT z-p5=Q{P@Mj#`hoN*Kg}nrV3e?6iq+NPeC`u#7C~7(6+ZtP3tA#BKEnj`@7rlZE9DF zOS62N2m7(b>A`~+QC`a1kf}cU?lbpPqnx{?h!xu6>X+zfpW%ym-<9rz$L^!X%o0pDp)F zAqt4dGuaw0K(VS)mo;2sdDN!ZLD$swa0c+@Sc>(hOz<3kE>p4)v@*nxE=ead3|0_a>w7mDW@9WF&-{iGY;2q$ZFq zYTC86X?0@GimxlX3eXKKJd&r>Va&DuIyRHNUyd}Ys-&kOrFJ)ie}d8lk|nb&Y6-0h zOv$2p`Hp;pkk{{i)n46WuJhzdbG$$w;hI~>9(6|1ntE@s$Os-s&dETov|QDgNs8XD zt{=4z=a<{ru{t0kY4%uuW_4I)87x^^A+;CUgv@N+blVv=BAqgWKyJ-@--nGJ zpUA6769~m1RVryF0qDr)i!RW5UaN=s*T0nf1(8M1Oj^i8!is6%YI zG*c(qIk48p%eFnj=U6Qu@bZ1OcDK*l;;tcjf`>LVSQ{pf_R(@hA(@&Amb#jW;QD$Q zTgX{W1-&0bOAgP279vwrE87ax6FXXdbOPwjZ&&ArN7g(|qwQXm3UPNaT@k1%!EYuF zV7J`e#anhBm7#}x*ro!WKaV_*EiWcE&-lLXE4^QLQb2B?m<_*r}|xelV)OzQ>agNA_^i}rIAIZnfJ}THKIaVRGI`Ymswn2}esP^430>N%2Xf>*kL9=uy^ypHHPa?w#2S;Tx|50e%lRVfx4GZU(t$FGz? znqm{PM6yc3+@^xSMEoEGEH+&l=ggh-45294T8mxI9Ojb66zKEXS^^-EZ3>D3PUR96 z)hbUE@{JLe&8i^HR%l(jUXR!B@D7r577`UglV#GCxe8?{69p|pxS;L^QAlJ~tfIPG z*V}Z_OeLi^@4b~avO~|-;d=~LI!i@?wJ`6!U!sx<6;(E{6t?-3l$nZ>5{QxpHL7Vv zAWGEKND)$zO>2TtA!6!YnPTR^Sm7D69mB}GeEUhWQ&AR#VwKFy?n zky3P$BD-vdpd`Xdy)@0sv4j`y?1d{~+kVy_$AP4^(w0&H6%8d$7j`GYqc~6oDJY8) zMG~0b6$;uY6+oDcQ7h99axYb2W0_P5l(I@MDHV~3Bi2&CDmzTmsJa;%ON;dcr(Y6} z`vzrge+p7TVu33Vsjh+)EfWfp;%<`S-W$_7i&$B+IDy?O3?jlJ1C=HsPhN9BK&?6u zCf5A2K`gk|IKU-qC6`Kxkb! z{-nPZ8l;Jsqq~TRrDzI{z3GWIxsSBsY&qViJPq%hDFPX)kI2~$Z^id0EWJTI`&Dl`EBl0`lRw)%`>XkVmJo^0~cnvzs$K2uLqSTo~fjKHLF4NvJQjnDM6 znMf&19@nNRIvB^ABGG&8dtA#MR>9d&USUG0mFt^a)S67f%M75st zd(1?l=Hu;cUURv7is~|+B8Rs9ZeP>HCNBd9%dWGJM=L}`TBjLu?{$rT9k z>SCHnskMn+mfo9udl8`hddBO?VyzCO3cdZ=#RwrNCOpE!Z4-tvBsZJ4wlX%Rpj679 z87Ehoh%}R?R&=ToiJDq`79_ePN>F5GX_ORLiWe{i5Hy8SnsPXD_aowrJfC^I5-}?k zx2Zpx93Fl@oK1Gq#p@5MQgiN>J(9p&WreHQ+d3|C>NVG!+^=VGTF&=~wd0^ARH!b^ zJxoNT#0OI~t!26N46hW`__*Tu+a@2ld|$iz@zSd4UqAE5%jXv1zyTB6Q2T%$0&RX< zVgZ{JeLj)`X6P-NP8*0?elhx3IlaZaXEWct&?8xlbkEJM50xwc4I)tuN>{k|N3LDR zMHSd)wgN@x)hQT>6qtx>V>Visc5N#JRKlsC7F3ENS;4guvb4A?t*oh1RYh7> zS63UENm02-H7SL7)5bsV%tM}I$Yzy+Dku|#GHypkv%G>=nn_#g6Y{tnR$SzwFjUi3 zO+^H2nM7-<#l=tNpblsgCOsA($FpiZ%}4}E%Kr9rw%H*BWa`5|yCmsOOx;=!Ck zthk)7Tka`(yi{JtG4r6s?el+JWF)JU@BD zAG>|28pSl#JzcW5XmTLGa7hMdt`xDp%E4%H$`6ndlKVXl@%!6$Pv8ESp<;T%KQ~F+ zbHhJrzl$84uT%!YDqTfTj@nv#G@XVMm1Gw)5qfE(zkapx-7}+$LoQ+4L=E;=X_6_Y zx|owTybi=ii(exMEfLGihy-hm%*&=*Yqs2qOQZ|{B!>BDmD zNr5;OpRO@^d!EQB0Qq!mlJxyoeM(>;G<0mX?}pd)^WUp1S#wC9-1^0&uXP{t7wIC~ zCNWx$n<^wmtx`X7EmUuv(2-GUR8iHWR%(Rns#42M;L;}{CBaHI6D?HItM29$hqq?l zTvakMu+}7Bu@hRe64lJudMG7nkTSKlx%-?;vW&j-d$;r$8I#4*OL`xf*KN1{&nq&qDzTq@o*p<$(-QK4GOvBx@1f@4zg0p(aC7Fja81cQFy$O69q8lB$rh z_SHhn0eX;nzg8PcQv#J%Sy?{ z5=2%MDXoxqdsX$+%wz)@LpYnAD_(^`qq~#2W)`FScGzNQRVD7Zkm9mkDAR-{g*YG1Ld0t8hB29_o~Xl8K84i%VDmOz2_ItVFn z0V#kG6e-0-5J*u{6mS}ZlpwEbQid4R2oZ|GxoEpuGu6xWYPLPb&&ZY84trb<7qJf{ z_RDRVR(x#y`pHbBf=vkppI0ZKE`n3iHFntjIiaJkiB?jk6ehS3gruy*egkV&6qaZ~ zGq6xtW|BfGM^YhDYlK;a7`YErLu4w`-|KE>Xn$g?4n7 z>7XA=hG|-!AHGZErPkg}>6b)KKB{iBE}0#&tp+LHvs#+UKF7y~<4RlH&f$sAi+z64 z+aK6w4!g&8!c>_^Io0E$cKE)USDhqfk>*oOBGe{e`Dw+$|6csdMgHgK&i%;iIijDB zThHs|_EFalNQ`L`?TQjS7E__S*N%3BovuqY1amU8$W(E+QdZ^&1C+UoxCu@ZZU&cU zpj|9&qxCrcIWJ9Iw)0%$W1uzlO|cb2N~N?WpgP174*c!>`SASt)#p{VG1|wuAGx|Z zUY#a2wk&9$Fd*1w-!`t@#hXkgJw21k;}+}3wXfM&r0iqsrF?(HF?&55^lO#bv0v9} zLGM=59ax!(5$1$qbtIanhBHwpi{c^B$*2VpRn2;;N;OnXHGJ2a!gPq3_3qp@*}Weu z)oCS}SSgFuWSUj47+_h$f_%^dU2wVS&u=0n&#F$E3TRLwmLyeFBBti)>r~y8xe*#6 zR*bX4tz9MCMK^DWXhkWGgs2+S)EebaE_^YG6op!<%eY?oA@XUBz4gBBRy?>qw{aC8fFR*ljuMpq#1K%k5Ch43q0DW0v-HZT|g_(42eX z0)y7jI@MC=>*g6YM5*b%T+vl3nV?`vSjt7vm`j+QYdYvj1w^QVXn?5Z`8N4uiA?QH zMHrsd*X8r`A9mbs=(e5E0NxCt`cI@Zlquc)Y`xTctv18+WbdhHSuFu?qx*f&s=svo zXZG)n_s}mM?<#+}%CFP@jQ}H8Mrq&~r9X4+uj|= zx7D|mGap@=$g1R?r_CR|Ub2u)y<}4Ozw8(*ZS)cgtzy(NRTEb!UKePPMxBM}PS`|CT(9%gv-5D^YGQYw_yNQ)v>L{Qx7pC&_mEJ1B9jgk-Q_p0{{t58T& zuaYH@*7xBaVI)Ki)TERcOvf13%}iZ1pC;E(QbnqmDM2Eu!JA1|-mCVk%vxR4w4OEH zZvLo5@$wAumn0+$t5SDyn9RjfR*GMm z5t@~`Xt3@r#0I(xQ;-5UC)4K&tbk48Dvm-`M%8K33=wu^MIwkQQ2<6pti=s+;tYwe zXx+WFiZ!=k3=-BykF91z{5r zlMqH|h*GKvx^O40cCA`&08ysTV-r!2lz)1s}S@{=N23N{l{l~g1qtZJL*}qM=S8TW9HKV5F;Mpm8a4&&W1YHg8R@z4G(SZ?#sMY7qKd z>JJI?f>e;T{6l#YTts%-_7p&wB&@Q4qER-QK{Bba&KuEL1ScySw^v^Fskr_4!waG{ z^HEP%D~Yh&c7 zD69&>paC`wznTwT=87`~rDnNZXb))$5tB+TsX~dtAg@13542uLsp!(?=x*0?F)9i` z{CQXq6!}1=3Cxt?Nt0(Qg-=YUFSJQrL~2P=HF(Ege}Aw2+xN-)+T|5v3p2d3{h)HN!i`rKSRJ0$ zMeet_Z=t|Gw>c}N&{ngCON?&kd^5@3MqT58k7#W_u~FEX2={e{)V$CZ%T3ITkjyM8 zwp3pn&}cdT`XiTc$hNi~@_ux@+_6pdz=1W*4RRS!;nLfZm*x*u`P~1XW&a&Kx_&dQ z;#_eiMK)lQ{9Kp&@pHS({mo1K;}cP4o6T)$a}PDTh7$uKvY4Wxr&OWet|WqWovi@ z%po-@is6z~qgDf(rMg?trMij}2%bnjn|oRzNK=J~RVr90E&mGJx@Z z=Fox)w5M3OiJ>GNL*Y@gIL!@4W9*k-fBBRFsXedv!|V9D zZ}Ix}9wBQQtKkWXsRWi^rb|!rP*pjvJ$qY?avo#zE!$-zl)BmJ5qWkg+7*6*s}_WC zNLEVKqv^`GI0EyuwH&)R;Oh|EU`4ZJNA1Q9QS<)LUkGd_)Az@IE9y&H7d?fV8H&+N zL~f7FhVNZ2^Ii2Pn&>@CmgI-nxtVn9zcbJ3`ma^-NU!1Xzq*HXZ=GV`-7mDA6u>uqfUhmUb9 zp($W3u@@T^f}toGB~uUxVHg4hTjWyH)<`m|s#KbJBe^~wdyZX87^{jh?!c6hXvA#I zycv%J71(HPy@(!h+G>^y700Zj@qD@cy(o}~tjQ`dcGt@+`ugXnCjG7LU)z#AJ|zwh z`M^|3>T*eQF(S!CE`MpT5DZyF`&^60Lx=Ndm zQVZK)R*FE1%I41X=WRAIb0w;pXj2{iQMD^orNKJMT&$9IDQF340<|L8L^c)oj6gzY zu4-s4O(Mc(X@i;+P@tHKnt8W#X+ZeUIz&q$5NYC}8X{~i<_k<|W7}7=Ek8JcCuj&t zeFDMYk>@-VRI$Y zx2BXcCMtK!o%Oib7Aq4~YAMFhEE16_B_j2~=g6gkqm?$q-DD z@SCV&{-`RAMs3QbPO+>!iwo@{Sl|?fQkbC>({99}BekdjSn;Se&QE1@$8=t6wDkU1QNxb)%Wkkb^p8g}2CND$ry_BGuJTT4-hy zG*kAmx{RG{4abBPW|1mT0Q|pc`j;h1k|fI#y!ap@W)W30bN9%M%6?XN1I%{*|3d}_ zV4zo3)mfbp9`0tQD#FY}h#JD z6x2Xc;7vzS*QqF%+XlS=BUoIO1dM``f6A}xMrH64F|#g&#N-QB+fY?i5VC}c09Z?n)MFe{2x(tEJn4mVKFi;q|IUpT?$!zUR zI{}$OhMw7Vife01i3^MUU&r$kF&E&FDy}4mAxE$U+Y*7-rR5-5xatXM0#SK=3RN!A z1)q6FTo+5ca#L+$A$fc;^Hyi#W346GSpjHSd4mbW5doMA#ZY-}zx;YYBYyA5&R*qN zk6tp9nx*Uj0Du5VL_t*kSHU|s+&8vEj za5V+1PrEPXIz77BF@Sh3_C`sWWkwR8I z5G4wsMb;`8X^IehY7VAJnZgXBNK|HtG*Ez2OI5-o7cxXk(OnuzsZ>HsaaG*2Rj~}q zFsjjw{9mzct? zKSn&?(!{=gwhB6z*tPHEt**3>$KANbmy@@3!s7e=tw*wa-iBzlW2MD$v;3*;slPl# zpebWDMdHg34XhZv)%Bl#tS9jwU-G=&Hv4+Yk9(wF@KUJI;bw}aRLFbzFW7&k+8qD; zCI2(<|NGB}T-`oRuNiindo3dW-1%=m&SUhe_pev8b5fyt6WBA#j9r%KGQJ}6TEOI= zo3yTUPUI>{)SAHnVL+b08^0`8ibe1gELDJA{kXq>J)SqLxzmw;q_BOwwf>1^QXQt+ zVB*cPTDI@I#N!&zt8do&me%TuoJGGYPe(LnF2{1w5JN_wG*u^~MA9l7)93y7^FB4j zVt+gLJA^CoeXsHSydyAxL1Cb^JINStsht}};AGZ$%VY0hA#KyF)! zRCfzk6QXj?3G0t9|MO<^w*83tvEqzHW8b+=yV#UX)RdW0v{jAyv?!JeO-z&}SrS1E z{ie22E8>B*z^PhLV0}?n9YQUMz?ynZjat9{r7*~*0AZ94j;ek2KfWHyS&zH_ylr>x zEt`qW_LHLC2ent7VuNzVN|*L39|bb&in>sja`ljH7}_Rk*UBYO)#d~F0SqRHGP6uD z=%O7sHvjxO%G$WNU7?|=z9!y3GH!e-@85sObsT^F3%&o#Uw&IZe&9U%oJw4CE>#)Z zfxKsVP?~USb-$5O$Iok*_tV}FNv&h|r!G9M_m!t_u+7X=%WDZ=5k|A5 za{=#b$T9wu{Xehk_v8Gi^GhH7%l@(HBhL1Z+fLX*oYH@AsJ7j$HGlM<{gMLCT|l{i z#5wSfy|#3dUFEKY)F${N{lClj{gA)9s6nVYw@#y8t3R(Wbm1mc2BXA!nul$vUAu^A zy7D;c0w@f)Yfc zObSM8Ko82Qg}1IMS_?Dn3}ZQ)QaK=15}zt(>jE*r9C9i`9K&F3VFe|&Hn(m6d?bP_ zQVEi*VhJRJYrv{A#)- zbD(74x};Q#UaXas z*Lrg`wFItQCvrN)VawTxm)944D;-Ml^~UR}oMI5AyHgCfz~TvM*;GU*QMHI-GdrR| z0XJ-|WXwnBHG;eAzW$%m!9N8Xq7ZS>bH&VQ17al%6pa8~#MFqEwE@ZufN*|y)rK@c z#X>Yn05gAsN|Z8LAQVa=Wb|D;Vg>6(FJ{Jy6DHr@YCc&td{gwmZORsGs1ND4E)8)w z{_OJE^13a#^a`;A5Y zwU4QzFM58Y|1df3S*dR>=1GZ_HKQn{Et))|;luO~zN?Qve$VW4X^Thi;|Iw|aX`+2h@yRO?F{k`Zd=DnUDzkWsg#{7aOkl7^3fXHh1 zGzpDq66$hIyS{Jw^N-(tJu~-NHU@`EVR^m#bk$?a;T|sK6BoS}(oNwXMrzM*Lce(koQLf4SOUat-~7cgd0eSoj_s ze(krPSG&&EhkpLNUw^+{PhO0yLH&BpzdZgf?Q?EC-uv@zhb9=UL|5afI=1jW0kh?N za7A19zyDjC0$*)hTVJis?8jp}K7M@p*8lA<-*L`}uhI6;=+;i*Y~QNyCB=rYnzck` zlOK66`S=*mLsX7ka`!Fr_WfAjRx)R`z+`d|ADhShf13UO`1Bd=7i{v-|NHy;i1wd+|I75pKKIVX zEM|098cvhP7+bxaaeA|{e_d z&vo}_+`k=L@ykQ+=f-;f^xLN!yj(|&TsrfRcGy1Hewp8YJO1wNuQ=pf0bhGNdVDfc z+x@cI^7(%L-DCOU?fHMc9si&0TxG{&R_|@db9?^WmN9qw+dtkff3u<28SB(H8DDF} z=lF-%;#Yobbz*u&6Mc64`PP1o_k{jm|91QRukU@1xVGo^+a|wRh5 zf7%&-jk)h1Ul=;ax^MMwEo$};d4Jdn{`Yx1bnCYhTQC1P2%X>J=<|4hQTO}tZAEYM zZ@zv{zeWFwtUXsJ-`4Njk3YX&7q7=95e`}WjT`3w@`uLN`=;L*?s*Q{p>HF;8Jt`y zR4Q^hKaGFBt$%B3>JSB*hc%h~_UPmK$F{O0E_?L&`Ij?{+xP9Q(!VahQ?ACtTdTMI z*!5F5|7?0Xi1=DriQgep`P=oj+I9cg^{t+Rc8$MmXy4!dxL?FF>5D{sX;%f-=K za&<#v$#LnN%|#psr(noUzMbbdo`2pfoArwGJ>O3MIdJ^TSJ}Se&(@}FdzJrr|LisN z=vT#gyJA~)YX7|brM~>(D~0pg7-QQ~MjfX37~B7SYg?i=zN7y7eSXKq3Rxi%-p(dZ ziH|;yJJwy!Kjg~@VbsSMtAFjQqhfx+zu0+gf6)HG`Iy|>{@XY5_Q(G<_5P+dP*di* ziS&Md^4IU=uQ~G1Tb9%>6W^w;jAyU0;w|mR+P+r{<>_1|-=_Yr_xA5e>v%aoVEzR@*jN zbv*P#+WzM*Ki)KDwRM$TPdOK^LBC3Na@!g-q*uPZAJ+329Td!i=hG4U7jFNuw*U0y z@i*iVsH@#Le#5wVo34LQ|0wh2UrH_X`0$^HTsEbCy-n-FulMKu%a3}`Vz-}f_n*I1 zj25BCGjc*zZR_=IUv)`_=dIxv1vz8-{`~D-kN9fa+qI0(`YIo9^OE)EtsPIfN@HB@ z{>MK4=)SP&+W+(8A8j2j(<|+`dNsEDA)81%zkd7u{VjX{ify|b#oqH@t}%R3kIUE9 zWtvP`h1{n9y1m8Yn9Ad;|IDLb$6r6^)3`X6EZ;xHo-OUBX4iL>r_i(V;6JYZ@3H@l z`nl#)>enrfc7E5G#J1K==I!0yivQ);^TW>b@Ll?EW8GNt{L()m`V0NbIgj5rg=lG? zwSND;BmHX`0)GP@n{6g_%>TyyUs4{L(JuP=SJZFO>fHYPK=a;q@p)e8&EMaqh;RG9 zJ_qXlapJ!X9Fk&pUA{=Ye++*F!+GV*c)J$`nANQX>hTrNu zG9x)tSG&=-b@7MKa9Kkjcb+I{%>Ie&gf-+x0>=Es)bXIv9yw)-6R5nDXp z^e61!yUJGgma270%>Hcm$1mA_i6B}|n;-eicD21lnVyrk#s2I!!4ZS_& zm)v9Qwl`_h^?7fxH!s_N{(AkV`cbyLw=E%2p_Lj0e*NtBv1znu@uRO#Rat$1{&=S_ z<%ji4*5t##@-O@Ke(85*fh)37kcM!}-bQDacRu%ycLmN^i`$vI`vcUVr#3d7%*CRO zo4rv-;r*EVn#1fibidiipDq){WJ9%xymZZbVR%?x*E*J~zK=`hitoK2#&wN-qP5K3 zmuAs~<{fetuXz%MMYO8jnR(8H+D(^vQsteNZAZJXf81{K>tuU&=4-JH zAUu~LY2wXp3m?25o#}E;`N1A}+m~$raxUSG{uW!%pDt{*wEp|}{JERpk~mV^R{iZE z_d|aB*ZkdP*Xz=J)C$h6)fhM{#H!1>*}3a9t)M(Z{BWR z03ye`fnAI!Ibm=uY6!fBXeT9D;02j35UwQ+>Mk_S!V*D=uGBeCGgDOnd;z6lD%S6} z;E_3tT5!T=EnaaSn^vXvuqz|+@sn+&rnMo0tVOC(#6(4{wUrCk2cD5R%L+3Zz6-3}&lyhH{4lQ=zZ5ygvW@ewm88Yuh$= zS_(?p+o`yq3zpCaKnQ5(-=6ndlQf=K&NK3fb*dD*W(6}vZ{9XozY0sTDafi6P>pbv zW)9?0zZ)mhEl-yz3QC{8Z66nB#mq?Ft43*o0c<8i#agpg8d-uYM$*?RBW)2ARRk4< z!cShi)SiN4ft9v7o#3^(FMEE${1z3k`Phn3zR_ImeqF&;H}-NA+vL zdo?il^NqLEUY=%;(Mrwdu|K9##Hku?jS_*n>P(rNClHcO+AHJ+DMcP#Sg8Ua&9a0c z1t~3>luH#uIjx91i6)v}s6c7U_kGH6;|*O=Z<~o^t(N zbXg14BqSx4MT*NcMF&((y%w(PO24Gtt<$rNr2-X|dfDjF+Xj!2oqA6&^~^f6u3P`* z+;be)r)=%!t&YF>Gi%d2GuGq^cT+VX^N{#-Vn3g%A0f27Ks}pBjLs(wUcUR_Hf%d9eYgQn35}YqXr4 zf)q*E9NlX7CelQiUL3~Jg@#C(bFo!?M##xC_?_~BhSC4Eb&}UVr4_@RnOs$1rz};P zR(G`FCcAF__;Ds~bd)sVyKY~-C8x2jP$k8xwWoSvR3~!(v(8Ly6|QH%JE1A~R~8-YbVJ+d?(SahopK^|yZ4d5QF@%D}3yq+K!jTd^HsX++?V!U8*WfHVXgLp1* zO6m4>uIm{IMIUIouqNud+_8&mgES^#Sd|eU-!?xN!Gv3htT`iXv&{31I1~jHnh?5H z=9$b;F}9}G#F~g8X#&G6tY8(%#YC+TJyJ;kSz3tET}msbRLP+vkj0FIhHAe2@G|M; zK3WN*%i0jyl)Y~>o#WkT1&1>h{42Ij3f#rzV{sx zF+D_tUJ_@@%r)!QtPC@G5otCkTZCi=ML`jLInJQ%A_N!9RJf>9LtW2%h ztY|_+AV2$*uDbPZK!jb>pG#+6Z`RuYRhDIDKAu*s+xT!T?`R^8nJjA&6_{<@vm^>w zREmlM6f(j|ikSg{(ps;QbhTelMo9=l8!Rt_ILZ>5jZk7mikg^bNuVI0l96jAP{k6F z=%+|%CaJiRQ)E%XR+JP~;rkX{VN2#2=W>X{hiR51YtpFRAlCo#7fidpKXWazM8qjo z+0J0Ibaz!%QsfmfKW@YtJ9RFG;yJoxNi5LCJpUssddfCpN-aUApqOM)i4G#FF4RA> z?NY#1P_VDW6ob9aI^~*M&7Zo4pseauGA&_N27tOyD}`c4HM*vIscAiX01F}QYHjtK zquI69{lg--CL_rTW}!@7(l5pW>7K)B+7e9_GKpe=1wfewQK7bJx=O35*-DDInnsaX z1~Gv<8ce8JOtRS_It!IjkcXh41`GZ2KSB-q9coPQtOS@zb5vTT@ys3xS?Ckvj*JYD zBBG?5iA#yHqVx|dSik_ZZF)Of|K*QAAI>mKDMrbfKt+ScVe_%q5_$O~HK%R(f=#P)E%Wb{8i;A~|b z)?Cmm$VI9u4a^tLkoK}yxZFM~&WqJeQ9QJoc3Zn*ii;S5l^SSj5EQGkN454xfhO_-vtV@bR?`&45QT@cBw3Z08^04 zfIbzWFI!d_RIF1~Dl+t}8Y>bki)x%2m*7cRl0D9_R$G~bV zWmYMcYRVR7-2g(w%$h_a7qbA;9+XvBF#fX&Bn5{fy0L-#iGc6Drh7OZTPcJEyxU1^eA+9$9yn2&xOdj8Z}Ym>Lbe|%|2 zm)mFPmDlEv(O1)+--7{m`klT_DN%Z3K~!{-Rb?kEs~vbdGp3Y?oJn6?qD3hYGq>I9 zpUQOeKm;MpuwAJO86I<2I`cwZVpmqX9eH|n=u~^YHS72D{U)E!S+O#bR9B-4s+d(T zZS3?o#P)zelwlz^8sV){E5@mr*4QZsPmUBRB_tPS zirtbK5|DzI{XcP~qu;H>RaM>XW&)Fr!pFD!HrF^FfGkC(m(ZW(rhM|(F>5nlxYS|~MkxAPd|CL&2ySgk~H=zhABU+ znAxR%$Y`z6EUTa;PFAj!sk%^Px+xW@1cN5F9-3FW(iClzGKTQvGBH(i^UbT)iHeAnNknGmo}$eQDXh&1M8>nbws|O<6$_fHaxM_f z?0OqZoT(xW3$+ffwSnKwTidm_vdT3HfeTT?EhjLgpi-(@t}ya5hN>!65M)|hT9AmP z|4S7Vmr5imt>z%QDND{YLNg=PMpyS$b>R|`p-IhJ5m=})_Ylw)QLM}>5z2s+ax*5i zWSF;ZD-xP%>23`wf>}9J76j(jnz3~xU`l|56pIw170MKae-5Ysp%4IRgOR*q)d z##vYqd1wP{APXtVW)U(2Vkm+aFu%U@wwIji4#Di@Q?fc@mm}Bwo51 z5f^R0eEDYhJovmIC}RvUm;M#+U9KPg{OKtx=7pmQtaXV;q=~pd0ZL_JW%k$m!Z1P; zsj}Qo#5k_?b;O(Hh4VbQt{OORi060vNw2~ZQekRl&3&Ioiln~gcrSsZR^gUus;eu+ z*aZ$ifJzmz#L@%}Zj@xQ7%#DeL8M?s%PJB;y}jlxK|mlc6qVrXBPQ%*TVt!O#U`{& z#J~N=o^=(OTIre{%PbY+aV04B8u8G0xfKXWGqr6rs0kP6>Rg@a=NVbB?e)XPJdoXR zPi5J;?00xWoygx?d~Tv8%QQzFGDEJ$)+h8VLE~w;1S&jR$&ghNhTCy5m5_m#cQ}Ph zAp@H(h*f#yjB)lhJfRbsu4Tv!6LB-BO+qSXF-;&KnP31=>*HS6C*wn6S-mycsLuUZwW8_entc}Z8QAJ!JFITuMv4TXlTPa{JnoWHut3stdZjD#9 z#a-ERSuEwH!r5SCrBq3n*1p;POZdC3-@8p;=LFU$Lj0-vL$yDtx3jk>>leIIGM9wE|+N_pD;*#w0 z{IX?c`+59&o^$@E{#e>%y^pE&g&(McgWs+8w|#uw@^QbeSX_od-+@C+0~FGd2=1`u z;`zDp)Y3V%CA~vHNZwbwdi)%)tp4M8Uv<7^e66Y`S%~D!EYeC^nxk(m&x#C)^}e;P zC&dMmpDPoYrB*7*kh)6b)8(k!Q$5sr!|vOLaLwcA4?W80T{744NHiO*o8jhcnPR?C z%z16L?kQB?G7F!}urp`dA8%jndD|X;%cj%X(jD1c&t5So&vmsjPpz5e#T z6m3`AYF%}lQO~F|aGytJozfw>UV$5AWqd;3n)ntKRo}ZFqwi=-plt)+sBhE;UNJu_ zrhNMguXt90nTZBnO*&2Yku9oN=aPdOR8;G7#v|kuRB!S+EUr0um}MzD^hS=Fh`Cg* z>PJAoPO#ZmjI*^L!*8o!Q!_49f}k*>7Dcj9pmftv;g*S7p^R9*ViTVM3RFBQ&f`ac zQp;=}K-gw%7Fo^f-G7MmasTBp??*k``{RC3Z@yqNr7o!~jLN}$`8PwQW^G|-2_;*r zMLS9)e0Uvq_nTs05m4=rTi@>E8s^J!aQr#@zWm*Oj{b+nxI$NARXt8-&8B4~yUMDb z0E}b18dlAC9C^*bp$d3Y*F;TJRa|S%w}UE@v3jvsI@45I+|NcO^d%`+u~KxY=ZSUD zRt~6ArlX{?LOFh+I=z)zabeEwF?$B_UsH&vm9I7dk;OI7%P!3vv<82P`&hN;)`?2d zq(({5vv)VU^|xM+vF4Z$jdNwql2y+AZet@B))IoTBy+3QzMJN8N}Znvu8PJIAdxHq zSxT7H*2E22)t<0RP4*ii)|D>G^dqlsTUKZ3IiWyP38Zi02Zy047W2HWwU!AtlLs%4 zhXO-DhPVM9mA};O!!mSwWpd5kWehoUJ)Xh3x<~8uN)l;>@yoLb5X)T`E+OF$8SKV~v|gDY9w>K=jfHy{6vP z#jB(^Dg>djtf?ouA~G`;AX;K&Tic$-5T|RC5^mH&+Y?PfbwNah1~F)FT6^{f-Zaqe z!2R<$e%~+KxD&S*;0KNu|1|;z>0~{QO=NhZSH@CFlG@#{E45a#Qb>1kS30kVqL)Cb zpwwIA-deSmA_@$Yinb=L7b9v_ri!RB7!)z@&6G(Ov~Jg;sb8gmN_RmN zrxkjA6=(UmG}5wMq0G{^cq8=UnH8PbI4>+&@c5+ z7_d=?N^Je{bpR!cwMtS@G*MGm)fE?zA``L%36+)9!<-5nDw(GrE$ zbsXdV#rCeXS{7G=PuKqIaYe+O^D-^9bd{}5^|JH2Ldv_EHM3ZhNhwGZ9fZY_2s*Ue zOaJsjHcJv@Hbm6+sZ7 z#9j{VkYZmu3Rwj4`e(xGLX7=e%}YyUWl6?5A?ZUsW0|v1iGTpaS{Jk8zyA$-!=h-X zto71?l-#Ue0t!kDS}3V1P%)QZX3IUe?_#D`m|T78cj-&*joOJWt5pC=$>gfwg**$9 zFo+mj>_xj$z$jIcBn_fw;$nu^0Ktltg(x3h2Wu%y+4n(Fe)=#(Oqw|eF{p1sxYM$uvld3U|T|p zEo)i6FiQ~E!zHRytu;t#E=3Tf)M)y8meeW9ekDt*Cn*Xs5del4jT}w6{D2manp5be zOhM5l7Gk{^{$ehs4OW*{>#1H6S|ZZ5_Js4}@1}ngez5Ol9sLg18sCn)3#v!*oSX+{ zHLZ@g{7uYFph~=6on%Ga^na+D#HBKmU~WR74k$~Jt|Vu7q_3UxruKc+aTbRO>8wTikv@5Q?Rfcf6P8Bt}R7%!EON8PD5m*(f1VtJ1 zu97NCr5KR{Hz~E`6DsCj0_KugXv;K3?yryo0GgD7uBBlAq7s`NjZa;vF!cTCcdOOB zOY34RJ~K{MH7x|X7FC5?);aU3Dc!#50$VMtxu;J?i-$sN3VyhT+1k(mLh@M zP`PYfRWAl2QibB}`6xKVBx%=6n-Wr#?VGKOnuX+fZJ*WSb{3xIVY0l63?Q7Pa?xbv zQ)0C;(nwM!P-G!z`*&f+^-IW?YDfRcTrx zX6i%%CAp}vzI?6Mi#Xv~9jsZyacX1~(!?0HRu77c4@@Z&2&*c*`~J?`+fv^i|2L(q zQv~O@DYyO6?6mvGtoPgMqfUJLd2JHe@aYYsRh7Y91(B8%!bE1bN|O@E|3h6buWI8= zS!*yh5rfPCxKbCjQCq7eyYh~n`>-vwUj&aSDF7`Gb>4(&~?CM_tp$;KD}jQ-?ACqGhh&@W!Gvlm&fY= z!YD}>nUdk9N+&(rDoCZFgcPARwR9{ONa58P0Ei5(Wd2!7-Qk-#z*R@aO4Lz(zWw;J z+`rs3a-9Pl^bwx^^4C2JzM`n<&?*-w`c!$KfL8QHUoYy z(@8I)MAg{L#BAd^ zv;NmKTvaPFb74|c#*p!g|AU#u%rd$(C^gTzvh}6b(rqfP_9=W5-bxVsL>;zLIbD?|HB75Y7{yhkMo})5 zNWGOnuW9Sq^JHjMTaWg6+F#!VBbQv{84HdLN`*fbd|?X#Xw2c-Et+(DZQ?q%kt(2M zIzvVX?JQe*4%>mB6fIMpc=qx@CSAGL;R5q$NnOq685cnQX4zv^m@f zBDx#Y}rCJdY9{!O^N+3$K%tYO3&?_?&5OHT~kStV@RE4Vuv#OL(5v7XuZT)Tq zXDOHoTRPnHv=||;lrbS9MOGC_z)`EJOx3)*V9f-0d+rlC5j1!s4eM1wbZCl_n6aV| z0SNZt%q7i4Ep-45k+?DfprE-zfyjy!r8Mn>SY;YbM5IwsDHNs1RHubjw%HUKcFrtp z0FX=VQnaeUVsHtf#Wg2GL!2y!K#2idflP{qJ47iOK#HZ|_WIXAnz?8paIN#WfBjm! zu1hdU&*dUz78Y@+s9MngDJEpmh?;2D)#PHGc!`5c*CK|fK~2;YH^8p!!kxM&Q;|-J zq_(6=l5$ll#noV5^?I{QSkbV={Ppc2Y8IeaNt9HGg0%{nNE1~zaSKCKOd)ewG8kG`65?MuxfQ|qY&RS}hVVRm*o7JB1v!3s21uZHs2#7{8 zsHMCPGE^lsiA<8BmNXF+6(mGdP-Rs8{q82}EXilTlE*ZqTK(Bv5QZ|Uu-b&oG{ClR z#iPmEcxjZ#2pgyE-{NCsqwLn;I_7Mg0YXLL4r#>!EX5SGhEdC!=2{_mc+)~xd5`?& z_F+gxK_G6_ET7g&SKp|JvIv(Fv?Ur#8s%k^Lc%2|Y$PaUcO)PyBvrT_>4nQ$@^v?m zCMgo6zHV`}tN;uxQ1X?h7MG5XpB)0c(Q*~26Q;0t7JxEFVM(%;TU;%#?`ZsIMNt}5 zpi^@3qyW-HN}wo$t7H+#ul#3O@=BjDrbgD#U+0;jpsM8B>)CjXJ;(mb-=8Ff1S>Vw z0jtWT*T;1;ksWBXo1Q}}>n7X9=S{9*hTN}p&-u7Z?)Sw|0Z3WNtRfOFkZPtBP)e9u zDPDL3`)yLQI--k-v>?eK899hiI=rCOTv6ICQ5O*Nh?JNa{kp^&x|^7HbqmfJ7$){&@RBse=;}$VxGwjL)|Pg-mE^6n zw>{?l_xbnVk_D0G=CaX92ukF6eRtmAT8V3ht|fh_u(#Xmh~sW00#xxNw5Eyd%8)!I zL*}L&CZX@z&UR9}WVx*VcKghq$Dix=zIk9iG{_lY4>nnRdlqDHG31O%VbG4}LZl)= zA$tLkCNA2NIcTV1#f)6B458~#S=PVQD$0ReI4{-|PqsgUv0J@C0(-+3M zP>MHi&6p)uoZD`#)nZ zN*>)rxK;EX*QydxE5$-xLuGS4a|{(wmd?2;`vE#K#t)nopTmC$WO>(9^ z2rNysP~f$1GW!G6D5^!Rs;NRW9`}{WmRBwUZ8MR4uKL@#)ycP}tp(R(em<92>He80 zlo;EV-9v0yNx!%8b-&GJdCf|>Ea*ZP&t_sp%_^G<7qj=KH{q@H;|ChWyOQhIs8ESB?QgmiFeDVjh8Q!6QK_I=~ZEc_ay_L1)%Gb=e%7Rwg(_JAvVBH<`WW< z%HF53(UfyCJ;s`Q8Eis5_QhYhBxyH|p-pv0t%yQt$LK0BhE}8k z{Y7)gqZt?Z#JmI>mO_MOEU~hk&1kWbCm?RjMJa_e@Dd@6nI~&?Z>Fvq3R=rhm0Xl6 zP^*az*WpNblM2R+;H7F_nME#Qi(`g2}F?V~sN%9Rpo z3xn;CX?%^4BgDW~IRTLpL8>hsO3ReRm8Rlys#s-Km5PbBDuH0+_e?-g4$_o+pFQE_ z(*>{XthJWHSf^3QR$2NQu@vf}6(VAnig}sA6{_ljCNMpYN2?lCnNVlZVLiOLN{Uzt z0CC?%5NlzPW8dwLg^M#8RHE(L?sGk-fi93nmL!#w!YHhU&n}U%+4L2QyNs`npOUaC z1QCcJow~_*%$b0R^c?~KtZ?EGE2dDO5G~;ZLfv(F@!h&1yhbP5tYtM_fPQml+zCtq11S zua_SyT}q@V5J<9w|5Nr_UYN11XiH*AT5GKdT<9wza#0%;kf0P?I&xgAER<$x4~R-v z#mkK;pbJac6v5qkOIbQ?Xdo*tRq=RhR^g$>Qqu)kk^xtifvy7eT82y%1-)4l56o8X zL7#`jNn9B3Tt8P_S_a)!#q3f;(KiWmQjhgqDP~K@qG3+{EVa8fZ9P=YT!jj*Zim%=c_LSr>rnALx@U+Ov~KY*e`sZtQ&Nm_jLux*+IFO{X0t)^x@ zz9|T~8ds6TN~sXJ^u^VrX6jWHwp`O1av^djrO9SZ#VDbnI{&P`Uwd11}xY<-|eb?ObsLfD>D%72-BI?wfxV1SYr_y{&R78Z%HsZ@!&+`GK-=Ta|gtq4;m0HNqL&%pR)4}!fy^?{%p~N><;}86szd-nGBQf5%>>mu&CveYhmi1AGIvoS ziy6XdDn_kLB*c|wON69|lpC70dRD#87K#gWr`00MkESkw(51{#;9~HQPcxHIucIRa zR->^ge@ZZ+uA;htOJ;gnF7{FI2+PyBsKMR6Gk!F0P9tl^NxizBu4kZ;FcBl27^S>S z3A}xX5@oC|XeL>RDq8y$d>T#{FENv5isH4xg*m8DPFFf2mVZ*kUR^7N(h6LQv1*yU zLzQ5K5T5XY0xHu>;ILv9(X0%@HA{YkG?%_)1){jOa$lmdi_Y|9bJ1aFxegp3Lb{eQ zvb3pc+ACO{+tLY~L`i_K=*ioe(4!zAl+`5_kXoKb)F&6zp_r7XsEB}B#jG%Gt*vWjFLa}5F319@-+D>G4KVs7A#sF;hH z2XyEC-Oq1T7qS${sN!M|y`_JqmXLjYt*q@{QpBvs2yL|Lq2sVzaemU<;6<479p zGLPf)18-k2_MQT)hgDH;6WXWXRsWWvq1eQB-=5l6&J@AsYMalzpZFU1y*&jTDI(ca zl#*z}ar7JNvv8(DP_79rNI)fpBudd>MkvimwU|-{2|NUZ0a)yIrXv+5CKQC_^fF|Y z{v|_;4+xsGNlHAb@?ZbFEsf<-12u3umUCq_Zs{yc#Pp;3C8$Q-&-v%*-CI|2D=)bU zwQ{}vyy{n@*V%CNyZ}=`tiOlei#cWPO;A99MHF68VB^Xz>H-JUr8FawVtq;(H~>|M ziM0;DsX5}inweR#M5Ypzt0b)Nl7l%pOLF%4^qTPVplBXip*p0!l`5ejC3XFCW`zer zDJW^FDn9^bdz&;d8#86i9(W8L&=H2@$()vE94428QL19#D_@LAL8UhQbD)AkUeB&U zKSwq5KFv?*6iG>Q8@;bhL>#HYkW3k2_mWNGPbSDDg9wonaZ$hYy9=mlLLneVYii>y zx>xpGy{34U%H6Bd%LcPtOe*Q7Z?sj%m6AmXYEhHJLC>gB z*~F#wWhi}G9__qc&{8*)W^~pqOBiX}AH(`6aU$xPLZZ`N@EwS$!3jeF3Sk`A)7jdR zkr-vtn>5LLzw(ENx8=4{&#*r_?vB^xe813rgRJkt*E`rHi@`{}7uDix(ie;iiLgW;k z?yDC+yV3#EazO)>)=OK6sLJNjGq>yL-FqL0A7kA%Np{N*7mcr;f`x$NoP)zklA_pI<#seEZafja&P? zwXcsq7I}h~X_&G}87cJT_FDc!ySFi9LFYQpi+UC&qJaW=Wl=1@9?GiHEM29xL|5u# z)t{#vZ_od9)=&A??Y1BP@i%+?kLxdy1j2AObf};itsm91-PT+00cVAKkE>q??-uw? z%28-lrs*=N*V0wcY3knl=>C%ON{PA#oFz!DkXkTJb*hZ@IOIJ1x=Xz$n0T6fczHJ0 zF1tpSeO}um*R362y2UB4bcCt7{1kbx(eH2Q9c#VHN@sPcGQ3@SzKu)gSuIo4xnE@4VfIwn`ZfJ~w&pOo<;-{u$-}^IBIV z0Cp9#1el2TFPoP4gDo_d2(_8sT>dOszDK)1WtFJ4J*%G~IqS`(F|x06GvPSa`;&i@ zx;DE(em(Nzz5eUJEj#}4KmDISx&OaeA|u>j0vC7ZIwGfVHt7WAoHMg$i2;m92h-ZSKocW(rwHtRu%L*c#%hKJ7Ij?C# zu^2E3<(W2C-M01SM_NAFmue})ueXd?!$q_$vuX{|>Wr4lGMlK*bSbWmE7pq5l1Oo@ zCbO_IQzkus8I8wm3`n}dtxmAGT8C8CbD@ILvgplA?1THzcB|A==jjtzJF&xl|2}q9 z>(wOps=U@UOIVP@+p zt%{h1|36Lt+9S)dG-qPwmx#=)>h87nC!B{>`kGtxiNpBDrHk^n*wG$e=TJ?HGp zx^!1nMufYYKGfFd2D+=Nvoby0%pQY0AKO_{VxqIs)SGS1yd;WQnrYG2D-=m)Q3MJR zLNb^zcl8#9QZ+U79=**ImJh++>A6T%v7X4<1^{Qba!>Z>X$JXzJx3F9wyrK0+>xsl zy#oSI?V#4UXWUzfs~th@I6LmbDH5wUyuP%bYyCf)wvK+H<{BlZaCk!fC0U>=a?^h3 zC9@$C_%LfyJ98J=O={I+j&nbL0$fcU8d@SGX6AYzoYGCpZFQtlf_+i=A(ivLQJ)ZOVA%@ z3RH@LMA&vP7&E(gTui5JCjy*@RG0nE&jY{j_owKig3aU)q|@R|hi%w**H*bADy4_| z%aCV4Ff%4sS?XreeaGcIBZgdhb_H**a< z$=IZn2()KtL6&?P80Cegh$6QmH&$tyK^B98=7yEXG!4)a=CDL$#(J7PTc6v=OJY+D z$&<1OIGUl|G|5_|z?)f1wOV5Q`LARm63gVgaP9<%f%TDV&s?>=w`+^>ij?i`vE1y$ zes32!7Ieft@wj&0UyY)|-u-}9%s^0Qy8q4mq($fqJ>jLk1Ft%M${bbSRZj|QO~_*% z_j!U&e`)Q~p;kln-u%9!kK8af2?SO!C)-h%PgZM>>k(7s7vVV8+m?IzJ$A+6BhIu- z_8-%BIXK(5n7@Qv>3??Jw)M|;`&BB#e~$B$Q#OuPXRZv{^ZHXai1`KWQxPV6C4mulD98FC}f*1v7}ZJ*il zQgw+sdbL+MzS~&lOZLef_G119yCho5ulxO%{?A|R{ZX<-{~UPHaqRJTg%YjU8G;cy z=N9$tPcPS7-^ccQ>v!)iUQJG4z~?1WRh?Ax)h{Jitxr;4u@CGsQXtL%N{d}P|oc{y%d?~kp@ zR%>~*waZeU_8RRkn|;exxy!PB)o0V68unP@>nGdgxSZ%?ls)DVLlE%quP>gWw;N*k zi(zk|cv(p7>J4pyH_P$7>7+mQz18Ra@rkFeZv3>@aUI;7+o?I5 z`?UCTvlAs@>+Byn$M(@h{QKp5<9E+J*Cj+=BtEZEX&-iZsp++x%lHu9km>r`@$9{y47+{|Tdzb(o1@7PbeM7}|Os@|sG7W#fF#LiD!c5Jsh zR=r>MT=!HT{c^UKg{z`n>ikq6KizT757XN^;`_#TEX(_=+&NRHs9w0ep3+ME6?T1J z)3!y8&bi|uL}^R*^W)RU_ucQ=<1Sk^>HEi4-`nlC#L-t$&)B|0zOk*i>|4FIHkft6 z=MU*lSj zvDLD82vRnYX4m-Ziu3y=e*gLHc3k(;{g(K`A8zOID+fmW`0a6B5Bc;mT91ExeX;$1 zwlUtf`OiOJ??3&eW&h#vzT@}){tvD%xlMRfld|3)@^RVZocnDYQ4o&GDI(Zj^vI|< zgh$}uaDz#yL@Fm_Q_8VzQud(Um-08&}-!-Pi(UG_740K z^`C`QQhkfdr?r2cW`St+QM0=LW#9givJWjl+PyMAE^OhpMZDea`t_rIQ`isN`v1uK zUHX5>&;OTf|0~abTKuR+b)FMa*v<7{Dn-^c=;>+^LX!*)X$Ih z!&ZO$+V#uP;cu_iUh;R<_t0(rKn-jO(V85wt+~e<-!tFRKfrhx~ed~FjF#mY` zIOgZ|CFlQ$?E{})R=YmhKN7!4j#|fpXIp00`4dJzdwJzUmhtVn5!`96CT>cyXmVlH3n*?RX7Nh$m{saWw-4$q%ROs zon=9O`E1xf%USz|HKb7YJX|RYeC0fr;NSp^{3m#hGL+vY?*h>hi}$DY1_{krE|)7 zU*kcIV}EF5e;@0W>o2?NCcj~Rv&GFl-u`Yom8wy_&RV}o&CBuj8nV9+-RxI80sU!h z=LhaT{8(>s*9cYJd}2&4*IvU`^SHL#WxpSL>{fDS-igV+>#Wy@{20fjjw(IHmz%ku zGv#LE`?Xeszl;CFwvwT}vHF^wxKK>wzV&Z&|2&F|3Feb#3Wg}8wQ1#oV^D)}*~aVs zkc!K`mA;+&`jBH;=h5rh^YYuPri)-&hMuLmQG+s&-j;m_DvD?f#z! zqFp{N@{uE^o3_8??TY@6uG-b4bVLT0?~m=}(DwDbuZI5lLM_JXkv8J4?&f_-3p9G2 zf%|${y6j55SleMrjqYq(IZk;!a(}zYb~2APcX=QdpozRlTyyz6lWR8IH@>&%=nJ83 ziH?W?G40z#eYJx>d|K$+eeYwZUEBV0luy1lwD&Rix_9yZ+xa>66*AKJ`E$AX$JeUc z{Tge#*m=qATdkK|KM_}W!G~xH<-Pwm$Gg^CyZrXTkIj$zboqMKeLa*PV3clU2bEr9 z$}we|rT5x^+5R5YC+w7;8OBN}8t3l7uC&&dW=uUMpHo z%A8V3S7{@Ej3#IQh<>*{Sno2|Q5UyAtuRN+vp6Z*Sjv5m{Bx{p=jDP;V*uZ|y_fwC ztn2>6Q9t+j*2I(N>34ZmcfGG0WL>)SwYEvGmgz3P_x2FEW!??*aJh)+IX-CH+h15O ze7J`TiDrbnoLg2K*5&POP|dc_pZ@ar{oQp0GNr=GwOEXhD5MQHK-N{LAmKz2Dr(lnqQt~R-Qg6;$jV1yR5wt>t!NC9YC;nU?^T)^^DHn6 zRo%^-7cN<>43%bGTJ@zpr}zCQbVx;O+nVm*sAu1!| zkBYKU%lEnBk@*m*G^8&0LweUoR3&mLibPe>T$=1_CGxw(I&8c6j&|I}@raL?O{5?i z#jGf0?;=g5hEQ29L8_{hMri_vCVIDQ1O^&Ss7K?l&VxHR95qh<*PQ0i!h-p zl_lrB_n6^yAF@>yhZ_JL1(cb%q>4Sek=9A=*0xF)6*I8GjV@xbB`i=y$t8lw5H69K z9MWhdD$D2EN?Xm85MfAyl}rH~(o|gKb-0S$U#wJYGpY1i2sWq@0NA^37kCS+ss%br zlcK7IL?*C|wt|u=72qHAW~u<-t-SrdNpb#E>pOAJ{%_LXl)=)fDixSLuL@0;@6tjD znimvQLy0)fzbMjhN`8afJ%=E><73+`;U`%OE9~Kp)H7#R5M^Re7o=z~qp%m0)Y4)r z>8Z7>LdFgNd;$$Y{vm{l&V*{NK87oFOR;QbZ>V=+J+Dwvv2Hyf8nyXy8EQ)`&C8oW z2T5$lBBN@prA1GwI?Dg~ugCV#mk-$|6qY7MRW>&@8mcRLLf4YawdRm=AKFTC8MS3o zSU6|pR8r;n7EV*RoLC=S|5b;9jmA|&2 zCQRD~N=}(GbQ0Gpl5{iVQ)j5CiEc@KrkIUzh=__Sx7nj6)O$9-6Y2LNqys6wyu`o{pSk|WMhZn5Qw(a}AX-1T;Tr7??*DQtOS)1WO z7^$%;W|^2mNTgJVrjyOeb^egNRa5k_NWqNqmM@g;2l9V3oc`^{=ojFd_{jF@^N^!d zRi9bjT5B@jt*oL{+_x04Sd~`N%mT}vs;&w)mu4aWYn&^cS}a!N6hL4_CW}HCSp}sy zNEFgueugPiX9tG_Y|R3*X{@J#l+aDue)y%&CNGazty6hji;sv6g4RAJw|j@Zt{+O5 z9p}>fDguXc%=@wIVv4qXHG8=28~zmsdTJ{yM4od7z0pK$KJu|jgqu4TU^o-!`Erq# zLkEb3RwinyG%R@8R2#j20A(xIk`J}N{P$BTBs8~nR|)qMH4?@kO(1$gck38*83nb*QTZ1H|}`EIv2>xiyp^TDUaideXfSoRT#Uc zY=iAu--J-nph{+rr7Wzh?bK(h+{$wQlwB97iS+NkKL9d;Me$2H4_Dt`>gE`k}EH76~nrbh1HBZI} z&Wd>B>9)^{Cd}zC+yMNV9~$pUB?!|LPt`D?+O6_v*4ZS(iaQj{Sb3c#U{NRfk|XUc zTVJT9|1g2_d^&8M0|+5c$zo`xNYobGLpF1}wcj3dMv8x^hC$pt%uc>v#zV$hE2KNT z!x}pw)!LZFH63WJi3n>cM_cim9ozj7(C@uHKE}?gX4=kQ|X2Kp$Vf^=5tBC1+MV5q)@KTufB~l4Fr7@C{~P zZaxOi$3mnTg(6{s4IM14iKk8|NRp_u&&}(gnzxQpLL*qX`D1ii-=tu3I9dnI^20jB zs!CR3E(NWci)_|+Gpb-!4a$@ZMQGbMlniD-)Kgr#$gz3V0|ZKe5>i{1>(?34HQ*G08~|GiU>(n-7T69;pus=NT)fchCefER;n-86{v6w8;8FP?S)xtU6E;^#iGi}Bpf=)u?$?*LZ&8rSK$cqS zdJkbcF1~Zs%tfqaaE0Io+);ysqEv$;b2l*qrZ9kRB@!tCrl8b8gYeOQ7b0@yX4b*f#T2OyNo|xYC=#s@tRyPT8;g-A zL2*^_wI;?vE?6#}KwuEDAdf}MR5O^sST0hPDCS1dO(m0*P^LOnQ>#yvsuhbwp^J!v z6h2yH!KJ*XHlfP|l8>F%KHN+DXQ85f3(lOceccs#1d1g%vDj^?R+>S%xH3;K1Z_I>o*YP!Tq5s=8#LK81E7-@#e;7koPGZmY| z%7lqb9VSZ4@&bV+3>VuK?sKrU79}9^6lhvlV*`iiKD^ye1XG%@ZKvY2p1ZyGMEQty(2>{VbfT7Z|Qc5-e$XIvd zNrcLSx(7-8!4q&wBV28NTk8}DG~8-j>5Ch2ThZ6 zDOJ(}LXu2A%bZ0D2}BO@_TAk$f2{K*^}pLTtPeYxm4KCrs2SrKwGMTdXDbzzk|)B_ zAi2H>O1QGltU*f=$>sUh#AjN{yrG^cJlH*A!&IG=OnM?9Pk*R$J@NdMMtv_r9!0TjjHF zq2@BZCgY%)D_LNyO`_{#Tknu&RSa2U6(Z4KP1JYQS&Yo2ms&XJN2OwW-O9H7&N;0a zt*6;7_2(#NF{W%rjfF`s)mZZlCPtwk830Wh9lIN>Wo@OOL?qR!Zn@+dQ2?55wEhG& zm!2gWLusrv){smSRUshs>N3GXEYGJstR~mf1X9SAbXB#YE&?pIEGt++z*1Ri&tpGO z;YdrcLlj|H5St=pVisc0Hg9Sc;7e2q$=XR3gOJeR+|SLTOAlPm;lb18vDx;JEJlNS zuiEBJP)uUU)1tpv1wOoL$ITV*YG(V)sf^}B>c(5>_kqaDOvtdl#1x@gO(1rG59Umi zR60BZG1>YKJmc_Hig08znEoSvb1Vsyvuig{1oHO*A@ zvXD|$`M%X9AZB8wDoBwm1BKk{4lJ0j&e${@NXV)YDP}@c1ts7L4T5Ktnm?CJfS5SJ zs=%2L7UT}VR01M`=0^^&LKm%JQ~0)y?R36;(|c2E+#hE$^15~J_WSLt;Oqs^@zU8TdSszs`s%z2jBXBDko|R#HC2lq>$TO5~b!=RCB3jX;_JKXb4lD zYr*c74eZ8xi}Sb0-}CWbVKDh7yK#Sg`P-_k=H_eLmoRCV=#$aXfL=`=(V|*SZ$l)# zd(i@v)h-)V9lZ&N;VN?lNu6 zg7vv~N?!p44XTg^?O-LWs1&Qy_#)bKJHdtAoG=~l2iE2^x1qth|AYbg%)A}fR@Fyh z6u~fj==w(fY%YqD5*D~B6l+JQI?8m2q#?K7U-#^|pEnbuy15Y>WdP6$%>lhbRV=m9 zwZkAHsO{zUeQms3MWw^8?UEu7jSEjeMLk7ITUuLc33<|ftO_eJqbr@LlH6RpC$@xT zU9&Fby8zOEZ6!U=w(gQNVF zGZUTSE{;IW!b)%J9GFv@t2eSx)1~tMD(<=S1QN3aueop1q^BtJOfq|Cip-KcjMy4{ zj1!Tta?_2pczm>#K26h2P0M2;9$ICqaZR^pUW`;!RV9SGOAj$s6*F~X5?IJjj8Zex zm^obCbQ`0T7pg+aYc?j5tjgPoqg+%nmCH<1B5MdN`IT&>N;YNB(8^7#8E+0ql}ZW% zMWLz6)D$UGR|QMfqB{20Ye~~yda_j)J7cXCDcfG`BC7g`%vepli6iAvA)>C3LSuo&+(qsF7=L;?V1=9H$cR4>sHwtW1dY9)je5RR=$nC9oR(`KFNr@XNHKX?Jc$*^q@!`Udv7r)8;y-*G14k zja;q@B!v%a%{^^TW>HmJi7f@{tNJAHL^?Io;<=c$oT$pm&@5H4(u)wiH3+4EX0}~) zRi4|3wT^;{CRCdwJ85L~v*8j=f|s?-jefOr0?5{BHYyEt+bp?W@Srp&}jR?So4 zmd_^7B~%!+8=6sdh{md|nTXJ>)G`~@)!a;Mepms5X9HLXTBWZF3_)-5Yyt~J8Jp$` z|4tbOKm^hWPYBq}7CjY3kz5eCN;3$2l%{ZznHazTv}iox<|Gm*w;_@&@4k3trByb8 zN(FNP;-Wd{El|?zvJu54l*mk-O|-4lF?Y5CauBvVq@LVFN&-QuSh#Z;*@j8QPzqoP zJgdPeLTD1H0vDxvT3NnSJ%~Fe0AK-`iMt#JibBT$|8ml+-B+=<}rz2#K6I#OyY(ipz_GGQ&KVR0LB&G3K~==ekRo1Hv(^xS zZHM^FtYgJ*(v9j>@?0&a)I7g8hE@V<))o;F5NOvgZ{F1VYBEFLW3dQb*Pa0=)YUds z+aS5TM#VvhCJ3ZhQA8YYNSuoq>5WZOl2YuzZjK*a#ZZ}3YAK|{HbX2y)sW1Ki)%Bp zdG;A}L!`x7RX~-2bcOBlEqBbmX;B_43*jTJc4L}YiBhYAxst2ZQr#p{d3tMXk~vCB zVQ1TX3KngKj+KgPPJ{1%Rfs%_>w!w`aM!ZNb7(GR3S87mB_xx%FjKMsvRqURz!Hg6 zH8qwIV9kXp4e4PJfGH4>2DN&65wO)GM4P#Q+Zp><&{=I&iR1|(OcTkZ6jjprNHutO z2}`i3L8Fh|lq%1(3lK$e70w0~8O=m}L)#&LVY}CE+js;tM4%-mTB<1mK1xy~+*pMq ziVhNr{{M19DHIiJEgP%PB^c?cmJ3`a%47zlO3jwaMBxlZMV5AHs^y?&EG{%)ljq3o;? zvkMwwLJ}RhaTO5tothy_qyB)90fdyQAq1(N*37WvoD4HsS2uvgiDqtyF zNmW?J^HzXRJ~TZ`RM0rc2umJ;$Qp=f!&^5amLLZd%{qHekTTWKdh>4i5CfT$#mZLO zru){~i4Osruqzq~&B~Top@Y&OU7#otNzp{DyLTE@!y1wqYn^$H2ezEBQN{-z(q84F zmZ35|jzlk4Qb8jDDbdGjM%`)%tIRzgSl`NtYVUZk(jRUmzUd!3qSz0*FvTl9sZk!b zq0J_I_GcqYKtPsA>Bo6Hs(HIgzoJC);kA%4>K_uHRowd7Fc5Ed0Dr z`Tn6POXThb=rL@A!<%ujQ0OXZp#oW>bYZ6J0%QaytU7xIss8(J*NRUuH^?cCx_PzT zq)Xd+6mGBw@&Qytoa-+BVBC7%TR+-%gdc01b)G9%H)*}3*J82EME2&7xB+h3TtqWK zcoU+QUJ}2b<16{UtIMwMCPLZoreZ>c0v_oTx>VCXwh5@Qw^>Kd-9tD}+Rv7n!#Q$4^wUrI=_kdK`Q0}2GiEhZT8QK=XN6O4|LDJR%rTs!$h7ZPGpq z5d*s1_zd|5V`A@miT*8J;0;@oHt5LlkTatn0tpDz&9zJ4R&K=*17x9+rwE?A4&lY| zTh0eDmRdB2x2Cnh7Mf5=VF{TEcNED(kM`sz6`5;QL22IJ-*(XjXVs_^b1U|YK(Sfv+QM|rT??g>l4odFsIAs!r1!rR?oHNi0$W-4o7}Tk zUoRy>a;=n9Qvu2)E_KAJhdoxCa3ZD7nKzM7y9g;BS*X0D?%?L?eHSf(RGenkT&<>5 zPTL{P%pk}ROl@HTH7tn`20(otg$PxRp#oQx$eHJiEHHpG>u1hK+nVJlCiysFJ9lE-t5=qD%!H8dWk^AzM^1L$kVK z6G~~q0bL@5;CVU(1f`XzW+fWsoMTEYah5sS<`~U7Lvrp_5?sVI`3U^URDlvPqX^kD zFdl29CfNuYLIn-hwI2csM7#T8+8}e~{XEBLU5bBvFT^^$6^Rc0`g_V*8|0ae)n4`z z?N!(Blvc(n2(n0{C~64+JkdYapBIK?l`g3>b1Vngz)frS<*>Whl$Eu zXKd!BZKlUkiVoGidQ}hu5~861XsVF)W?79xa;4T%K@pDJe6VT^W#3B#G_9TBW|}C@ zn8ORbcSUB6%=Biex)Q9NwuuUKt#QI85hb81&8wMMLxzaL6w-iRf>MFD^KhVIK2WO% zVW6~Ah1QZ)Rf`sCWzEV|s{#^t$BX-g$di$oA}L!z2%<)2rPs5t-c+lYM75)7^Auf4 zJ~5ckRE?^YV&*2BsaSk5QL3h4IUM5QmTPX)m1P!`RQ2YXSQ&y8ttXX5;IjnkRV>_u zlxC)qw1CuLN_AH+s6ngA;h%OdasF|}_mJkF0El8P_?y@FDP8L8HsA?7{=?aTVGF4Rx&MHxn zz3V2zk`h&-i-&4D(zmy&Vuob!+0V^Xf@ajN0?4E6LohN=6>@!6xUr0BBE}Y_#nk>w z^QNt*F&WHkTHP^UP2wj63in`T9tFZ~!*`K#D-?vuZlx+sbrQ7{#duIk`W3d*cZ9Wm zDYJ2=vUT0079JBQN|~s;GD@nLte8+KH8X*WlwvJXfM?xLra;u(oom8wvjY7nti zMllmH^>a2enx{V7tr*)Dm+kW9vuUb4BqR9{762i)$P0a!NXPB!y`xSt2HXFqKP;))TG3(%@4; zvhKwq|0o(SC|Rr$WIw^Wo?+9r`*hB6%*U}9E;R)x{iy8BY#BXoly9)3qzWRXI$dff zFX)3Lq#(um1IY-?;RW%9hxh-X^<(nio%*LC-+!>FWs-P~Wh4}$lwP7{VXP9#P$EQ2 zb-!Rc(+T#@qbd6w8lZiQmT18$RIl_(5WV(dHBYH+g-0crtgYJP;+38zD^%EZh2$yg zF596cA{u;_t+5OxIQ+6zvX+%}^(}7|L!nL3Rhw-W z8xw2BU}gaB-Z#q6|KD%cULO5I^=&pr06N`NyOdHao$xH2$h+EXbaAKf)>dd!kci%@ zvs@+7C&5)3sR_;`=mPf?1_SK-Epa98p5syS5%tHK#lkNBnVH zd(IMxd@*T}A!^P{94i|w)bGufo9s>LYotYh+TG4g-->arcdN^B^asy5=ho-``QVM~ zoiskW*46UV`V#W0a?`emMTqMwdjoG_`dkE4pH4wamaP14yvowL*BaAXDN3kdG#yzg za)BS^2g+iO`-jAFL~W{RP?wFi);w3Pt#!%1L?Ak%oe zi=3vTZDHCB`vsbqZL~u&4;e4DOt%NN5qaVagQNYP{08DidgN7Y#0Z!*X0Xy~1>R>EAhnaXCIk}&SGywb|l zN;E{Wfo*M9xsQDg9{uCe9uhAz-e!J#c{2iQF+(dmSF7?&u*>5VOc$-@kK`0--6vC+ zE-6~7C*>3_VD9&S=?W|4vPDeU9=e?{w;>7H~ z6NCsU1GtMNTm=_okW%K=dq_kH=d9XFl519-;aV(cO9fXhENX6BCy{5wDlLe2u-00T zYUZXIMKFiestV&WCWtJV)Fr(+2tlc^kim)-t7`ARFbnESrxZ<&i8igjjE}07WpfmX zaxY!sg&6Q1zM+|PbFR#Yd9Fv`Ih_d&BBo_d6T}(9QjzBHdcwR?*bDOP6a`hK6iL8s z-|S@7EOTkr%oNSi>OH5r$+nTba!5u)_10K?`kw*meQT{n#ENmj%P0|n^vb5|YI5vr zv5&iC1|`-K(4WtKGe}wpf!aOUQP50s75j`)yqlMMmr}q4CG(oBMO*7sVN)S#V)??6 zfYwE!qj-N{oyS$iesgPEDtTJLvrq#uvksHyE)j@qh_0=h>v}wz2P{N|R5qhkNwqVi zHH9QIa!M#5Ti>(qLxMRFP${XZ=JSv8BS18?QlKJ2DD34K35!kgTJ5nMvo&;Y`Nd2T z@?4g{Ow5Sbo1N>-oa#O^5)QcZEzU`S0?+lnh)7ATlAt+DDe?f;yo|Llw$-N$Xoe$1KY1P1}Jg#chV9s-Q}=q%y|6)V$z)HlK^2p8XFb6XTee zCW>?c)E)}3OhT(Bj5J7K&4QX9$5t3!xCybiR|hSzvXesT+JvELW&@@ zifB+u38&Vmk~sMkyG%FJjYM)~gho>s(w7$qR~4ZtTrvw5!$Yd&X^Knhw)q+Ue(v{@ zE^}s%ESNN^7|c_8nozxTZRNtJ$O#A-G`K1#6$J^Cti1q5vGph4;$300RGNdoV5SGG#*LsYRm-$YK&k;Zc%~ z=w3_O3v3W4X8zPy2Fpq^Ek-J#s6vwoP7u)Rmb)^7Sau zpd|79f?_5H+owwlFe@WtvP0V-+%kHf~OHjycv{qu0+OwOP z0h?thcSxgqt~g4RL}nNT&n-}8CG+Nl$laUL8-byJu=N9EU7Y*B2ZD2qzVGGBIMz=WbH zEDBJ6NYMRSF|!`ZP=ZNGce#Xov|OOkUK0Y|m({sla@MBWo6%G@FW+h*1HE4mapp>a znxx3e7<2a9UCLTHo=L&eKvJ;mge%u10(&{}ir5RaNGmPvVM$eY_Hz6nH;&M+;NEFoiNOqgKzKwl9I z>8cE7fkatl1Ti!7>mhFeb>YP;N^UD+y_?^TmvE8RWfc%z*qgI^THvgRnr++l!m;LU zoXs&SEhh(-$!yOjq9C3eMz^dKW~W?5lzK|Pnu?@W$>V$k({dVW^}Q-0Zc?i4jjd&@ zGfr%Jn@mKhx3CUfwLTu-Hs9U5N)Nxd%9gFys)!QyAs&*XO6LaaBJMfNj^W= zRf=Z59YEFNA-CK(V|x@;OT}BsESa#A(qVWOnS&*B@NxIF*Y@d=XT`|HtSnU#V3rP1 zYbv|wMpSXFl{!`=PJ8V$TZ}Gg&Iu*dP^C=@isw2WZUHG|%*Q?Rv|e^;*0(wHEK}Y5 z%Lo0g+t8Nf5}JWiZ2I@2p+w5|WF<_{oBF}2D5^qxTV7LHlH$MXhbTQ0} z|1N5gKF)3NGVrY|65b-(3Q66kc;8rdYHV31>>WRXfJ{tLi?{)7q*e zxyiPz?KZwpH$egH9B8vO~fg%JjC?U`Gp8Znu zWRenDc~)eHAGLq53Mi~Zx<|K&%nGYsA(mQ!SP7{0mdGiQf0&~9oF353+rFu?W{wGl znaUqlTV1||F(J~_n&nDWQIXP=dPZMh&<+7bNPEAhLEnxb0TGc}6g8d&6L2z?xTzS_ z-FN0g;PkiHOzW_`3*WIqi9$XrS;J&W4V-G)DkfIJkqZee`nId}b)FE*ssa>X22rlM zeZI`0TCJ;hPD2onSrZ)OPHnUv(NGVPAXJx#6bpd3i9heT#p-KCl)2ertt1LqH9RuK z;8DwyjbgyAs-iBcBGa|hj|I)KSP5InLW&r)0Y>sURiyyRxt6AE)evRk=4M9gc5xM+ zkJ|@W?Q)%QwubH(Y?k+xYt&jQq#gw=A*?bap^7f5Ccmiy&a7h9(t=@?9OEHEJR_5< zG|dF&u(e5-1yQX6g@ij`sCqiYDMcumMl|Y0J}1_UR_WCe+a}wmJTiZ|1JJ4@-I{F& zyaIuBKC@Tuo^zR?l1N0Pz`VIV?Tt$0xz>2LY7{LCivqO}g;1=5C1u)ng<6ToQZA{0 zNRa|F7_dY^DHM}6WT|FIiI_X3aNf(G{o6{dbPeH1iW)cp`Q>{G<{8A|* zLIX|G+mUwckCpY9V5X>>iZ{N;3^oW2f(VR=g1EP(i(0DE8bn!XS;|7aN_?YGRwEaE zm=KchPrp^J7Z2&_AYMV%7+Sk`FpJ+R!Cm1}n zPGvf~nW#~HnGKh)l=a9l6{uB=4~z`qxuKW8-STmGpeQpf)d~%z5+U>{WvDHOQp=HA zu<_Uer6SF;=@L^>o8pt1C*i3HNm`iFLVfD$S&Yi3&a+a2wHzrrMH=Lp3U?z>5e4TX zjmwOpY=RjQuC;CJ4#QM=)}1G^Ou74v7q74sfcK5j9ilp-=Uc6lva~ndk6;JSVDu2$ z5xOnTDn3`6lLa^#B1Iv@paO$94wWe3`qc8(LG53Azn>~+45{{{wKFlvP^Mvv91aL! zLaGpMcB2)LyGWL?vYt_ zdOn2S%IuFtqrom|?NM>bDY>lZCMs2Gg(wpHCokKch_R^BO6$RE!v{n}(8QV)C|=0S z`%;G)Oma1WvvGMpHSERWo#kmSQw4P!sPpC3zb_*kBkD{a(kCHeu}zO4Gnc|$1m!6R z>aJ8p03xc~TR=Z1OIUxbx>b`>WYD5^)e|Z}k(5e+P&IZrKV~F#d8It0KQ9^6^p}vS zlTWH=U-b5@NIjQDnv|NMJ5u;iKK7!_h2p{(Hr7>qdut-+cSV+QZ2-kheQ8_fulL(B zrtVUQDyzk#XSB6HMk)x1i;1`;GE^!s5Q&e|>ejYha)plAz;%H^iZ)Nn2m3kvIxa6) zIeV0|3Ub$abP13U8=?xBP^3~4MM+o=c~$9_R)AV|cf-PB;k2SemA0%lr{roIE-txZ z)k@JPO-mqZV!yP*kiBeTM@3~3o_$yBLV)&%UMxz}GVz?>B-5-^v%801zW?6# z7Iv^=TlWnr$|YA5N?t53D#$ozv1CJCQ@xB)iy4bdhN8rP{?cQ-#9-vA3Kw;@UQ;2> zs~su&IL}r2Xt*oXM5|S8BR4Myd&B60sRCqaJ-7ByXock3m*0WWBoQMYI%U+G?0?di zTa>WNjgQIJ{3wX%#^fn0F>G|v{eEe|M|=Nrja>G&wpY`OKA89r%{aC;bv3zP-yf&E zEotJ_m&`^DetX;A<`&N&ra<8o? zPRr=o{Jjp(jUic8L`qQ<-nzZ$;*&H`nO5lvpJ|j17-UgPObpK=9)UR`AJpXyyI+bT zqGne7;=)>bp4HR-rk(UG&@bv2mgPE0R0T``LPupr zoootU(1MVm5T^>Ybrei1Wt5!caG|J1wK7z?97L`)wD;E9#L6Z}sfaumD9{GqmboQW zP1GP1HyRc)h23{lDg>rsPS$A8mdyc4t0knXb=};w3)bVD8^f+s?+t9_HPT8}ZQ9io z8z-=so0eVb^_IU>T~73=M_P)Q=G1j+b0(`oO<{S~N)hpXa4n_^v}|T5)vd8<-j|pr z_(UYIiYzl*dqyc@GkVJq4wrDP4qp|yT8XK)RO38@we8{V03x0yUdc=V6FIpGX;~Hl zQmf=X^Tn3IQmCaBRrq#Y&$6s6=2J*RYgf=(jhzH z(604vxe}|W;w5-uzvkukqY|0vs8%JVroBX1CFCFeLkXc9)hnhdykH4VwOi|3YDL~m zuK-yB8ItZTGoNG|C`C&&!9?#7KFwgyf4GSDg$AvZ zq$yNpEaTdY3Nr7dgeX)gtI(#e^7a z6K^ekUGZRnd;yk>`NO3XFS%r zHdV{ynK=M=J&2v`b@}CEhNvpEdyj^P&d}l*GFwfZ+cw20QCNPpa}RbyU@J4Dom)iaO=~7< zZTK*(=Dnmn?8xg{d+K7_OJ8ZdI0tnP_w71m3y^#?5l94PQ&*v&_{XmY1z^^FqJVLg z@w3=B)&HujR)0CyY$?6m2?~Owut-}=T2*;I?;qgO3KMVtn{;TQOqZCJ!#3ad!XP9| zD}_)1Ce@J5#GF|vQ4$niB5Z>CKFd*t^d{D5CjHRB<38N_;oZ&D#Ue$dptpvX+_x0< zbLnjsj16^B`Gr+0kt}h687)I{8XhLOMC)#%?yWFJM#sKExK`m&>V>ZG-u>+U^1$W3 z3US{eyf(@nb;@IjPvM}FXxS`}XUS;TTK%r^ex&Txrpff|a$S<8LTcKkc9eNkH6GGB zv>XJum;n%Zl$Y_3U7D8ldt_`(mHH7I9U%!bi zSt(GtDO`25d?-GeI!aP1>|9#e*me^%zwJ%O{~szwfS?rm+x-4;KGc9syTR6@-Oe`O zem~QsnnLw?82_VH{gQp+5)(OFOh-OsEEV4c^^*nn_}j(@)~EaS@@>B#_tMH%IZS8A z=~_}9)~8i5XOt;TRGi>o4A~{cLMX7_U?z+Vnx`n5wh&*`nIhGiy;{9TB!X(<>H<-N zdvC{&{xN)sF2}SsX=bBc_fw};!3>1b$jZzSmXF_=X8q4~*l6dzbKCaE+2RA+pHpAS z_o`n-bJgX&_D{Ig_(b`uH=+F7iW_Zj^4GI|d9=FjkM~GavE9-e*+i=%YCSGc(FSdzwaQoa_u;3u^#_ixlw+MJ zn{@HF*!zmbUG8gTwRU*{n-K56e@oqVxm+JM%I}~1d9{sttdjPM{#O>HzH5$hE!kym zap=84)-bWxrgNX)_w$$#x8_~c(je*HcW8J<7#q%gDe~ z^OoC|Z)S*wurs+%t~DXcpuHHvG$##GEacDvs7*GjR+%M@ThX*MeJ$q-L(s+L*cS=~mma@m3AB z+jL0Y{o~&6c@)0+Pu(tMQXcN^NUU!*zVFR*Jcw$(*Z%2Y9`SIE_zVVfKwz*fgj40d z$zRPX5O7#SrHOhNKjP)D?MM%aWC;Z&pt_sNoRyJTNO4p1WwT_uia3?xr6$j?^t0Dh zZtE^rPH!Q(W$B-LeFxjEc!Zb2+lm zJFssWMAu)r6b7f|@E%W@1FtQgt@Zd6srU zm_X87L*MR&kH`II?dsNh7d7oZE6<988knnyM3+?@RVr0x-L+P*iUldrr;8~y@h3=3 z>9bN}I$={c(cfj4&01R>E9deF$IB)62~0#l2U@{h)-EmrRgYZHbp=$4b3v_XRHDjE zMW`uRoP??fT_MFPijkFzC^3B0<0KjYI2T2h=v2igv|HvmlOph5kf`Js+||4ng;6Ui zDIti!bpTtGRC*Xz{(5wXO1LE@%A$x+snpcMLJclMNQRE#x`n-|np!vQ6)o1H zqR$cWFBu(iV^R}YaA)lh+jQhQ(k+?|t_UNY9x4HPSG|JTW1`Re5*;+06AFz zDp5Q8esA{Y`>|fe-9FZR_WSmtuVQ@2-A&S?e9F4ps;$3ed;Plj!}zxcue47N?(6%} z=2ZPMX7<-sBFQB(yKD2Utj)UP@7i|Rj+LzYO=4aIJ@MuESIGOT&n@e`+tdqR+UfyM zjBiKfo-U_DF0$L?qwcrmQtE9IH+}fNW`BU}x*N?yXx{n`U4!>@<`QYh|v6#|h-{+>Rajf%|c|KUWrCg|6S;Fpu z?;_)EAeYbFAy;j#mcniWI!JAujYHOS1aXw#*XU9~qL`-(CI3*T=kHVqG&&G_D_z z1^q>#!d~C0# z=Vkpq?egpEe>@NF^7mu>JI23#USHo%e}BAw*c zR@r`pU*%yF#`r>Ql{a%ol=GUA4_S3s#>bI9oul};`t!{BiXYL=F z=D!|#LmcI6>wn+m|M=V2fg{*u%{``PgZ@zZ)9v-YiU>2ka6oiT8ILCTCa=A{nXbrx z#;k_d%@1qwUY|l|_``ZON6*4ZocZ+#({|Xg4c1t^wEIu(>z<$g%SY`$ZQ{py`(F7E zzcjSJ&hx(Ar*dpsu2Qr!E+H4#xBfGbW}z|_SqzdS+qUIealiNEr8yH7=KIT+ri4jx zTela^vTD!461hpR*-uFn}PLU&yx7ZB!81uK!{IrD2N<@s!vq_kQ zuI=$9aq8p3Z+|WG`=>9Z_49G}|MV~ac-Z{-=clif?|=SK?0@>_U;p~UxBo(dC4fso z(yY`9xApClT)+Ojf4jtWJW6%c_4DuBtiRW%pV!;ltgm+a+dgKG3-CFc?mY$fvnuS$ z>f5<4v6jWkC~ek{^1dhu5o<5s(-~G%Yoz9EGMX)y_W0P2{V;1Q$hEqplUduXxuCsl z-`C0a*sy=OwC{g;+dta&`!^jQe35qeF{KTG+K-R@fBScjkNEQQ`W*f*W60b3g8b)> z*W2gon)o=!$DyBuKaIIOZ=W}v%TiWsH(c9sxwMe={(XJj&#y86r{djIu@^KX9o zt@+ksefqKZ@@d!>-=}`_!#(s=J0T+;asTM!rP&X8xj!!dgC8&P@`HW;37q`)k7JBo zU)E~7f4L`DYt?rx?v=+1-agKs&iVCUTV6E6Vb*>pe{=uy^k1sNZ9~1zM+aQ=B)^;e zBoEm?k8dmN`+xYn_V#1_*PK`TzpFdv=5v3M3xN+`vSPR8U<+xDN``uF%R>-=)8KYii>`{zS{yNO=v&+eWpO~G1pwz z&#h~hiH}=Di}vzQ+s3C)|L6Z7RsXi+NRnk)f_tBHm_-1ns+qe-L|&q@s+xLeUi<(5 zV%}zGXsElIDyuRx!rjeGRRIxZK9_!g_ru5!03gVPh0oq={r1}@^iy>9rc&Fw+x>Sr z^Zjev@Y?2U9GdC{vsJhmAoGXy+;`=q*_T{VM*GK(&w7x%do;Y7L<@4iz z{*zw$a^+81cAh8vp_-GBUUgcJf?j%~mEeebsNi}r2Bcz@rz?brP=9^-RG zN8I{n2<7FaU+VK$KY!R&uGKEMOxKSxxx5M6{Fr&WLVU$%?=E%v@o`mZl%LzVm)}yY zWRRmPUuApE`~R-4#;a@pkzS0O$)54swq5NfuK!^ExXPcy$BOr+|ETucsQA(Udba;< zKVQFo|36#)e{*~PtR@=Z5eyfUHLv|#zy%iVjkmURoR5^?t*S#mS9)~oMu`X!gK0#} ztiBmD)*OUyO<6U@Xsn*fTCcIq z@AwuPP_=dWMxnJ=5~dlWDLieI+8^gsXWza}Mhqg@I;Lo*1Nw3qFr&GB1){`Q4n z;Y8(a`%V9;VYc|>`T)K9KDDpX?f7Z&o9>?(r^0r2th32_y!OflZy7Biundi=`OiQ8 zboi&+2%9cWk<40WsEL?D@eEvQgjO23KhgW3m!z~53n+kD-?S-2(>MByC5^*)zRN%B zJo^0Xc?8Cz!C!XVE^$YTav>EA@1Kmfl-aZPzuoaprcp3K%}Zzc(Fw-{3Fvvl}iK zHo{tDrbbyo8*=Y)jWsF<7*UQ2BuIrrNvV{m@|BRv_gb^Aj%fHp6BR@jA(fClsHlhx zFRx5A!hpjuHJwk0DxegjN@_qs36mm&5Y&>a2ku!O;%Jpyj+~HOT#Q@rndpr25Vl2) zz{9)SroBhZ`^@RcrfDypOVgz6*$G5xC8|pMo~5l?6=uY~z3fdN_a9JNQ8MVERSJ(F zS1KzU8StR;BGx09zPdRC4&;avbb9Fttu|GCfYI<;#3T6et|+Z% zOp|R^a~VCD03agTjNLS8ievf$kP(%j6cV7LF1J^n%WIzHl}TX5ToG-14R~f0nXG|y zp@QixgMrPHmE9{BWFb#J%`wH=ih(vuin@KJJhCISsMa-+VOTxu|L*`vm9|;k+Y9jB z+h>DDT*`0B#P;~qy;rrBeTGC-(=ZE>5Umm^p^_x3P$IN@of~>LZ4fP?l$Bdr34v55 zB~{2`J*_q`A@&98g|nh!+_GB8N2`ZO(Nszc3R+ZFM8=8;Ba}}Gx4Jdy;#(JXFmO%{ z-OIT4!oK)-)g?lSR;3vbc-H8h1~pJAMW$lGGu_&NNnnJW1(EzPFUfbi{)rL#7`UI! zab+puR*zpVznZ*=cJY;=;ak-!d8_qr&=d$Gt45YHDX1@VUOovf8=^r&R!wjm_H)sY zQ5BF`xl~h?_k5jv^5K!?irDFfsbhEM>`0TGsu3;bmolrCvqlN5b5ju*FS+`;Wk`jV zLg^)8w&05$bIWK2wf1JZsNp{5*i@~li_TgR&di>+x9k7h$Cu&s`uYQ1{PysI&bEK1 zw-vckshYLM(i)8@TQsRnSJPPxTl5v{xa3`GJGbq4B`?PL?`3-qZ55z{7O zFN6=|(~DKVL|S1*J68Yy!8WNsq{N^~YT}xZJ0B~1M=6_1h-;02&#jH7>DE)T(tUw* zipQ>-gR?511k%jB&wPw|*;gXx+A??5*VfjU$N3&41Qu0Vm1!%V*Mezkg~oc4H4+t7 zMS0wssv&cYbC7CGLDi{t$;8tTg)$b3R%q+CEAZqLCh!c1l}AFd0!+tT>!|9Njm`V9 zT~Q(Fl8ZSj7Lt{CmDd?ArG24h=&DU5BOAy1f_c_HX2L(OT{c|qZiy@;fJ#uI2v&+T zm1s&+tEgt>rDv={lRsx&F$>;we6cZ!3#D;REiZbZN~(y-q-2}#Ci*P#B_+^2YK6>o z7h`LJvZ~BXO;uREZUkr4U8HKarIq3$=gZMY^tBEzF%x#C=>tQCbeQzH@sRZNi_i@J zy`3Zca(Apz*V$kqIEc0!Qr4vfO|m@JT8_+d<#HqtqNGe9iS>*IzgW9n=~$0*N#||v za%q1%qDS7l{hZm{q4iZ<8)malV^)aHO&hu|{r(|y*oamV4OOKJ1}QL6 zDHY^VQcd&mTKrq;e_?$|{W~Ese^LDwe$AT9&CsoOLY0}^^{kJ#U*a|S>%WVBe1G}e zUaptFZ@m2E*oHNsc?l6y!&$^5qSicG3^j^w$nL4mRT%{VOV999;fY!) zps*YC+t&7^dRDAZP*aE-AR|1>(}|flRv_tUG4;Ew&q$8;CCqlY&^Ed5BQ3B^+t!A| zHb<+7;M#JpS<5yrja1reN2l-q`kJ}2X38T4&w01jmN}EHf-^{31*_HyLF<@4JU!q* ziI(;e5m;m9LRmcsc8;yhGRi1?2r~j8(vP49;Y&d}gTq>DWiHW4A z$kVS%Nop0coL;%Q>6$U~DAKy>-dl#>M<1dwE4?b68Hx#1;}!-{p-}>y!IM}HpWDwu z7aC(U&~nc|l#-v~+0?D-4{8u4-Rtl~NkvGWzNDe4Vc+y~&=V{HSyGXxWR>zwaYiE2 zVuiXYniggtWlOk-2q2Qy79>3oN(h*tD9^}DR$Z60kE2gt&Blw2o2cp)J?|e?6}iqi zho4o$dKzSoJItt90bz+rzBx@tck<;UO_o3)bFY*+2`To&Bg?n^($ECf|3KI3zhls4^MwM{`0$cJSq z5X{+pHgp-5Zk2deib1W6LScd~D2Onh5Melk(<^`yMI(SHG9h%GD?R8b04b2B-S)!$ z&@5FgL_}1DDOJUe840y!($00PfLPPkMVaAAZ)jGfDFT?_?P{K&Ki3H=5?B-WOkV(4 z<&hP$0A;7xiXTWXf?^O;_9xwLz_1g&SA^8EWG&29GsDx8$yo3bMyIF>^AzT8THG_s z$8;|gG8-UOk?BsjPxy4e%699GJ$*)$vm0bbnXQgLG8QM01t=S(*-8Rhsg)>ZR-_jm za77tlk^>xs5k+J|QKTrD%qUENpkQd9B7vk4QYECMXtpSQa>G8Bj^hf2v8CXDVbI&nTE<5j6#9snyS#Oy{a3Ua|V4pv98D_CHhqC7LT%yau-{D+tB5hYV5t; z;{Bj;*tU#8LzS#k#{rXat5i*~gfdaA(3aDX(2R2DDhpKyLf2a}gfbDcFmon%n2@d1 zpe5oBN2{}!HF%XqEft6AQkj5k#kV#;=JO^W>6!&HnIp2~S^(%GAxI)DjKxq1%90Wr z#gIb5oEJO4fd1tAr=TiIJcL~he>4)1L{^q(dZpm03`af-Y7+E}%ux)1Xts)St)fv% zWqVzI22K?~G}227)OB791=~uH+!shnopva zbrF4XsAkky!382W5h#l&sZthIGph=p_GtBs!Nh(fqU5cxrG3=#C@63#DO6Pn$};g&7&nUU2J zdqFBEqm-M59^0t&ilCQsjYGDt_;ZmGFZFNItAyWFW<_KY$VTW-u2D|Do=M1=uziB9aba$PU5 z5q`$VGFu=rMVtd5pH2h>4h(TXURB6h^b!)Hd36!+DT2;gAPO&Ds z?uBjXHkA>9I;>Pt)5Xc9Ftu*F0d~YCYF@UwYp&_(5VQ2abQ{1;qBO~gOh{7Agstz< zJZ*%HlaX1RA|aS^y=tku$C{`v#!AF8y(~orfv4F(3$4%&L;)MJfl8QJr-W!5Xj)UM zumXe09$Uxt-)(QcnwPFsxr#**F^ywr)XOfN+7nH-i|PnxynnnHTD<)&68YojM$^|H z6HSO>qN>0WMF=7jxjwIzh`!+0){>hm`UX$+A?Imh@TB@BH4~p(^~Q<{6{J-NQs_|) zX)M4qybz5oO4E^83j&1@RjNrX%Bsheat}|wUpuOOy{ov6UFXFwBjVwMDQy>N>TQ4M zqkU?nYNK$4&v|suhW77YZ*RcsG=q$mJ=hX=#qoKJWkwS`>3-Fk*)GJUtR{4tRx60Q z%R-me#jD8WHSbxE2X4@x-{esHZ1RCMH6A@twY)sm(To}Fu~k*W59L{SHNRYKiqCo< z?evXA(|e{gL0S_CG=!@v$!wbYw5;iBwPbrQT zW??$|wpuT2TujfG`TZ`L+T6AZ?jjqKB}T4te*HhZk?WA3K0=B%MEI!vrBABnUUl4&w3 zCLW{slbg*i5?OP^RGoYOyvkpHM0aUL<0B~nz7 zv)0O)EV~G;p_wQJ){KVLBLk>i+gRAN^+1jfHv0W&_#E0tzf@`)UCvdk`<}5TF(hTD zWlEGovbOZOmik(3+ZHC->GayIAB!1`C8EN8M8pzpH^b=>xu!&bx|J4b+r_*zT@#K3 zW3C?}9Y}pL+~FctgjgdAmPnzLCY~DZl^z^XYSKzjg}|yt+p1PAP96@~iwjZ|mXcd5 zGe3I#u|Rj=p7QB+49#U1VK8a1USi&Kb%ZSb$Ou&t)zUC2W<@#TsiLoyF?^Nq!fs-i z9;BdDpcG^x(bUd6mUp$T+CT>?QqptkzOg}-Osh(`Dmx-OQ>}~$R0fb0X=2CQHvO?V z*=$PGnqSWC=Q;m2C%9{4Vn9dA03G=_KAK({yJe-QZQBd22kVv}^c4jUm`D|q*0$|l z-xba1Ys3LD>zk{H&cj0y-85H*(3L0Sg&$;S1`>c&lw=qdc?brjm;zXoR2l(27u<_Y zwL~%^T4w9WYvhbViPBv%*hE_y@>Ca#D%6ZjDN$2ZZszAA!rDdzP|_fVo!c=VQEnDm zDM6{CK*qbo5gaKFiIPGt%%DP8fKXqk&kO zfyGLK1Y=??m5`94ErCJ_f<4!Wa7ygmmP}zMfRsW+6|pE{bzkUIk<68mK!-I1!-vPr zn3PCDM8PJqhu@!dxlEV{Y*AKLp*F!z1ZpBzRiPx|8I?woO-;))oK>~zRzEA43<|0W zk(F6M_GMH6$%JHOFxV1lLXX6%D&%5{v2Sb-@sffNDtK}gtpIcvV2aPeV2k==nwl_x zBBe;tYV|}7mdrW{=6qm@6jykxK)YzZYo%lnWeSMTWTt9FYa3ge)ko>dG>NV8z#k%@ z5~(K0V$wX*vNdTY*$bVcSgX!+rYx1sps|?3(3m|T!?tUjJ*Ei=387Ju#w`aFi|dS- z6$Fhc!V{6!bXO&vl!+&}%W8;EB(hLTuv{h zN=%_J6_8Bx^;9yA1e1%*R)%sd2&+gTORBW$xaPJ;R;2*0RfvZycHB)(?3!gOYYMAT zv}6^+BNRf&)2_@Y9#pRYK-rtVY-O9fRDb-o^zE7@$CmT*_4B%&@z_^uUPTR5a-}Be zkk80-^P*C-0vYL5Q2-V5rjL_qFJ?bu);=FE0JGSIk|<(wMKaP188AUNM*65)Uf^DZ zC;^8MtI;K};iRPxCb-oJlFNu+6PLKTy(OXE69X;RG`+EBH^GOnSYx8Ag0 zh^qUs?q^1I#!szclc*Mutg1|{YHjWPj$^CXV~D#Zv~7LcLq&LjAMHufEGDplO+4TN zlxP-9CBe*AsqJxEm99iMq@hDpUG?=7nvSYdk{zNdt?5G6u*l1D@mxZ0hHVq;^Y<0V zO_XA*VA5%lIBNbn^J)ZJDOF5@&Y0&#n8iv&DuqZ*AR=rYTeOiDn9@+u7soE?KQw+w ze6&>+x2m2v5=U+SQixntE5(uqBnB8JjfgMp@{P>-xGfrtz>n9|U&DyOew@nfkr zzHMf9eRz%e(KVOpw0^GKcW+ywOX}6N%CAlZCAviPi9Y8RYyRa;9&<}QH+ftkkAd-M zntI!5mA*13l1M?qQ)CYMV1;o>`f`n&K0ey@KhK6N==gop!?(Yb{4Divv*_(T*6zoD zb|1bSZvSI>HveK-g#$brOHwMc8@i|FSniRP{gO1KZpmmDXs7{L^@L?YY1ga3@Bcj7 zi29NI7qgM|cg~w>i;SmqKsbdEo>iZGsoVMSsCM+5ZLgQ#2Ibqlw#!2h9tLlgIT)nu_g<; zHHrkvA<*;9eqOde#`^sDOyGbQ>>^;$WQ0~N76J(DWR3pJExhGJ*~O_l_;y7tz5 zv86C8eVCPx`&b|6VNPaPi7g5B>gJ+|!#&;3>^)oa1M z*V|*7nJ%g6#f?yC-!3nDeq-DfS%Io3pHm@XnGR3!qAE2#9C37r`T#|R;Tu#$+fxEj zL7))z^mQ-@%ar9)RJ%4wDbI06Y?Z}i0}x0ESOEhPrL|V}r}>foKsopk=3$yKNJMyg zsz_wemzC6tLS>VZnB_$ElFZa*PbpIrM5MCnnDDaF45z>-_`ipWqFiG{(ag*QsZ}mn zV9}hWLIRqZ62delVGZ4?sf0)oUId;cao@XMlp+>O$J_%LCC1j(Oe#Ec22Mog!cD)H zNmvBVnV#@jG5}p7OA2TSQ>nyC+P00xR%)TAwhu#@$tw6_Gor#XVl9t&60@OK_A&g7 z2XjO2T99y=A?^qbQM@?Bl z`G!DFAeB`5ll+@d6>)hEmx5B3P>@^1SV&0~WLEl;a1)9BjGP534dt~+rBPr8ATt74 zB59gUTm>)N9jjQ@BAP-qX{WEPI)p;9!>4D3B8^xde}f7%9J$JKB}J$uRZX3RS(yRQ zpehln-Ruc>XG{bWK{&`Jot8y}X=ySbV%_C5s6bg^K9nhmN|XMC*IL0c6&0;v-{1@& zg;W@FB_R@GWw=iU0M5^xdJ>e*QvZ1R&6`Y3@ciYDNF*&gBcnqTI=?d+r zDy;&Hku-_KWG1!BC6=;e+a*)Dln@aHZLqSA^I^@ZYWY|MuzQ^M`5`-$)fO=_tLnn@ z60zlN@2k`UlF7=FMb(5@d9_+>Loq^0wG_#M-O-wMHKeUGF(pVh9rw&kZK|rRr`aM$ zuv_tYPAIiEgCfG+jfGScD}hKV1d8(dV{c|5pQj6zO+^mMX--K*vE$7}ARa*59@ zFcVm0Q85k)UqPg334zi=OD;))O8w!22dkI@xja@cDp}-;sw^N1a<-bDl7T2jwF!%A z#<8FE996;-K|V@Z;N>*4(o$rTqNG0EChM{x%8DJ>L@27MQSL~9xj&y;n+N6IGNWWHEw_Q8EjbN*JFk*O>a$_k3A_QuCUP?6${+&CMfOSRUb zRU~6*p}a~fxs})pUqrr1oIG~~z|YcE{u40L)k6xAa?(OHAyQ+{C?b@2?q9X0ty}zd zk?5XYXrU}l%16q&eFBDvnydl3sqV(z_)W7|QCUGx7Ze#q%3IaFh||6Ruh&Y8sC=;s zr9pPI;@<7nHn;t3N=3Q*ktnsUx>d5$Gs0M;8o**vpb*m`n@e}Tgj}dgdK-KxSL(fx zLej|RUKiC<8jcIv%EJ+ht@@=Ft8lg%Qv0fHii|u~4%4F_SC3?^mimv~B$s>Y^go_`A2 zm?{T+NyyIOHO@o3s@=+ZsAe54(kd)1(QO)+hsC`` z?lVxegf6{wPu=@l+Ic+PHFxJUrbNg@>-}-CWORXuozrlx)($I6v=l9eucihdvSw={ zh9sS`D(9MOEHlM~kFBx+V!EIy2H|nFij`4oImeQ4Te%f}Y_Ceu0&?}78%qiqe!pBZ z>$&$NU;>~NurJ!Ew7G|MtsQ4#ZV~wShuhdLscP-fj8WD=q;_LaQ=2|qYQC*nkawIt3~S@L>u5W|bjG#nS8JxieDFA# zsnvn2X)nDSZ*1EH=uAX{#D+Q`^9dhCXj!1$QR~8wm4Cx&l((k;)Q(a5yYzoezJMl3 z&5P9Nkz1is4`yjpXg!mI4mh;Iw@wNa6jo}M25Q!s@|yYzyHph2)%D`qq{i_-)K!?W z8TM@$F|$$7L8@Y@d)1Ovt)P(a?{9TN#3y!?u$)qWU&70~ug+#OA!RI}l4wLduNPsm zASkW+<=;obL^6#FB*|HZ=MI8UDPr7Ptc=Ml>nfu>*UB6or(U+UTiY&q|K{rY*f z$jTHUt<16IOh2SosX>H86K!A=~0CgC|5ZXhDu~cR-mE;rBWpk-ld94 z5eLG3T9SaiC_~Ma*(|hj_34$5>=(_VyX1%ZAl_jtyWEa@NsXKd5ACzKq&DeO6jJOg z!Gg0ulA^Imq8vbJZ>B*V$>Z$X&7Hs>0AtU}Oa*&Sj{xB5iGY=`S#e^3Pm@w3wbZB= zR3aV#ikS*DW@JQ^^7TKCd298$WtF|JRy;TS-s5ZZ(G;5Jd@NMtYHC|!n_p-7!U>Da zwd!14Y&IWNRf;OY{s@I;fYr4v1>4#B+5}Aw_<2(@C=g|1>r9K1Oj{&UGUp1FXiX8Q zgt*JD0z~A@@ZCmZ6iGV1PV4HYt0~Khii~ZW;Srf4Xhf5z6Q~l^ zwy5;wNj8x}`Z|ZUA*Gw3VdQdWH)ZRLj}#`=QAz!y)tC_@rJbaNqe4O|;Z>uz7l~v= zttcU>Qf8@goL-SDO^V4C=?ZkqnNYD32|iWMQV5nPJTrn66Dp*Uo|*NWLW@%DkM0ta z47=>j#41A5m@qaq+ZE?{KpY8F&m@4XB@(u=sI{IVHzuMGMNkV&rX@1+nJU*p+Z+4| zSY;s=s~T-V&hv<{5{CuK;b(DDTuPV_NU4T0Gg?MfuHaU-aZ3$17L&tbRLYDhKrIEC zg@jLN#dx#^BN9k*1%&gZ0qqJvJPN5LwadiL38Iy;W_t<0OBD&0nexk%c)KWOGNZ}DN&Ls zRr3Bra;LWvWlw3)6qLvvnGqMd6|W*%#_XeFl)x0v77V0|HMK7Oo?w-b)^!6J9tDZQ z6*-m0ToDV{(Dp>%tC6WFsS5SU$A8bQW=6k}N<{}{pCRu{YwpD7nB7@5VNC66Hua>byM*C9v+K+dgaCW&I6HZTA zQ6J|P^5*B;eSUwv1?IpR(h4tHuj-01`u^=Hf5>DOS20PZ*nQi)m6XP()G0YZA#aj@ z%S2I0ftcu4Y@?E~m_a|ga7bf&OQc1(4Po`gZKkfstkL7Nx$A9BI!2>!veZI=bIsdA zg3=mWpF+>ImU|p8Uw@gJo_o$wV_Bw&1jWNtdl!MPj7Kg9cDvY*4RfCR!0ql3-oN(y z+a5*Xr(+~Maz>@KYO2%trMx8-ttmar*5GORDX&{!-KIS!U~9qk^p}tN_M+5KnNq@P zOLyeBB|qx_t@vLI|9O*NHh$OoSn=+`R#&yaGp(xvQ!om}bpiGgE*XVPZPW71I@&%W z*NTb<&49{?=_~CTFV3F!qfy; zM&v;)NoQteE|n3EGr*P18PhPU3hg@Cq8=i%_t*X&;dSmxmF+PIU3;Hd3dQqDS^)@E zAjQ=FS+!6l{mjbr=7Nzz^<7J~wX!S3G`isOX#k3>sA2@lGqX?=W(0s{CM?vbSXC>~ z&7jcA6<(g9w(GUu1lj`S?HJ}>F_Y5@HFrUJU$`{Y#G0b%O^>%1l~t=^M-qWPwknOc znFs4}>0u^X*dw><&AvyDS?0b$wDlg1sEi_kSS2M`O+=}iLD(LjxnGWM}#` z`KtA3V3riYruSp&_I{K9r>$+`|MYpp@mBgh)+nsj43un4Wo}aB?IS)fIcsdce(X5U z)@rlYcBYjv=s%s>Tk7;H zP9GDH=@lt!i&+sd1tvyzIp_Sm-`8s;cfKZ511|eBravtF!S83fSkcXqDdeaUX8h3P=O{=ZXf}s0pht*=!B?j+H8Sys@Kwth+-lo1%zr7 zHEIZ-jdfD4o8d1 ziku}`lB#s7@S^aH^~4d;Or(Ulw~XeaN=?Xs2cH``s}@pKxiq0^yQ*2HDvr0Uk2{rS z-JlwR8Hg|+r=yw5wX0kNy=I1&l8(IYySqPfj)J{h1n^_PHJx$>PqgCRI(lOxr?$>h zkm6~iC87+<+=zlg1kcv8K}5_m1Yn7jc*!5#$BuG=vY<-(-ncN;eUsQds${gI)UWmB%sMT_Q*{m(!OsL?pEw3)0SZnq(|ikI387VjM5UH^ z(!Hf96O1ItvWD6L7cTh3|LvF|M9ScFI+~yvT4E5VOHCofi+b$@rFwv&c ziWJLkj8Wk}OQcy*S+XA+7c0K&Ow4AHqDv(6N#(8=&z@;ODYIcUE?^+qTF(l+C@j@P zu8`ZbNJ%zL)k+t4BO3GMC6p->zG~jJE^SnJsjgVay1{N@LfkdSo^Wxg6pB-$n5bDR zDyuN4)2tC8AZm)7TANRXYotIcq=HDWq@Ltm63tSHT)J`#-eak@2202jcSTK6MqgN2 z0YxMBYHf&4#|XPPx+d1t)5k(@nRmv&oRqV z#i22skbTvcIs!S_flAG73MQ2ei4r=tbw9Are^JG%x z3KOVP3nHi2X6qhyp)1CsGX3#bOlct=XCS*f@1yEVnOAF}inN|;nHDZ41epY+3JLXO zq}--lh{}(e53vWOf^Tj=_0)6CWIn>s{%|tcl29Kgp`NRcWM@;A|$hM z`=Cg>L2gm^@H=H(cB0ki_gr^9(4>`7O4U^R&2X;5K_@tB(bswe%=2Z|&xFhGr7u=!K(eP*wbJ!(qE@=fB%6sfMo6T~SLMs%Ip+bO z>()#&>|OW5AeNQunn_`T!fAnGjB4?!owYLUGQ*uw!e_7} z(}NX$XlYf!)1+1FO}ECv`W#lv#6xsxU+sEwP z5MF*-dNph7b6-<`!ddR4}qbG`F>6Vs0&7s!~Km)ht8A zO{yS*owKr@PUR||iBdv)rWe^+Ra_ZPT}I#ZQZjG4M%k&d^v+A@R*BqR9-B`&c;i-X zI3O~*jO|Z*%kHz{kqjcTHC%2lN1ktnwChYgR^M!Wu@K7KwTC4&D-tnlome8&9b*eU zlY9mvk}64+zO8?y)Vc2^{Sx1G(zm&L%s45t7-HzyT5UD$ynQcy8}*`=M_Pi5IVDOmC#)ET2_%>$ z&Bd0M+<&C~l%kd2i66?HRaGCG|D}Ydl}K$XWF6^4wH@{6=YkH(GRcx+0qprWuAW=; z!#QI}LP}R10)_x>w<{JzymXbGgIAF-%(iCF)Rc#q_kF#*t@6--& zdEnbhzv9wy)tqab+FbM@cnM2uz5b{cC?7LS4%;n?O&!i`w6?<5QvCFDTiK52d7^4r zCD9jXCfU#`Xn|d6%CYKfAK6-A9m->^QF0-#Dt)vz3))RvD_LtrWU!(~^HL@qUF0g( zS_S-!mklX(qcKJFyN=KuLhBNt8 z1RjZbhlHAv)Mojl4OJPOAyuc<(cqrly*=|a38he_7Z%br!G5cG)H!>3n?-7(mb)>l z+tY#PPl}X4H;c@t^lBkNqNy4o!qcD6dzy&$EJqTy@?hg z7e#~uEj)QG5Ql2o+iClGEX(mGEr7_vbZMDUH5tQE1+%VHiL5F>iFoQ-U=)M;8acBq zYQfKQE?lg4UmmmI9$C<6_32A{+wxv(-C!u3n%UdsxPbwiWs&LWW$a`t&!Vs?VIo2W zS!x+z3fD9KYg98?R=#>D*rd!CGM>zooa=7>GnKRs%S4LD=A}`w?bt507NuJ6&vfMF za*O*UU{UlbuBb-OIVQTVsETI}cGGPuZctnw;dcfr-F(Y z7ScO`bWxh+dPe)*Ql5?ZOi*A--Bz^o4hOu2NCtTcuZlqeKYm#gQ+M@>IrxwNrw(t1~m@F;7gQc0jvC!JTW zan?FhZ`}Stgt>m7bpREJ!a_yC3mdVMhINZLO|@`FoqOw`+&}L8r9mtl8IpX4G}UZN z9yGPx>}rjbpRTB@;;|rrDWX6UB5J*btx8`77fK`4eZWUI+0J@ogs5M3#iosz7C`A;!kWA;#k@V?aQxP406<4eIfKoz5t*iB@Hrg%Z7FIx(2_$m8!-tq`%-_9f z^MXVyA7g{|#VT<>=_az-_9iCb0e{C@)KV3yiP|cJSHv2A_I6p#hMFf8nari?UCyMX z07`9c8kvEt)RA755K$oj1vkhJL8P#RWMajWtx6@<1!6)+1`|0Gqv^E%^S8fSQL?I# zlxU6ZlG?UFr!}}gt11bTZq=j3s-D`jpRD5O@P~)%;rfW3(7DR{IBFJM+6IZrerawx0IiRTigJC_2zpIuV|p&vzMQ_|X-Cn%SfF zVo%j-d$spjhJvV26ReL(c%gs>6Oc@Wc6KitH5ErROsE1qDP}v3okd7Kb3k zKW9dS%f1D+&`3c^0iKnT{(|h_hs;=B)zw;;FuJDC^K|}ch4%DbBF#qC-RsCReP36b zFKre4@n{n-KltYQKX03y!`$~qPhw@Ui*ZtBzK)kV zY<^xMW2DZ=6oFR!oYsvT0m&Hr^iC9~Qk$(KgSaer~zV40|VKaS!3L$6__Tsef(N z8^x@#b6H>30=YC_=3~u>%0wGxL85h)hKS0@f>xSnwKh!_b5tG;6>^P6_F-)b8JySK z1IH)Mt=HFxRx3q@q%N_AHkQs4wYWn2)no%7b=~ONzkNzNzS^VJU|a{DmFM#El@_Ji z_RF=GRAgg^%Bl_Ag;a@c+tfcC({F#Ze(m=Ge;-<}>xUvKH>-evV52C5;iHnzJR-`~6f`8lNmCzmOt;s+SydwR(tbH0G_9ES`!~u zO$e%|O)unB_snwPYoCn6Pn$vP1$m$A?G`Ba{6I{(T$wf243%oX;8;8dv}%{7GFNPf zZOqpCcuIJS&S0w@a*M3KeMpT}8QEf0=9T@i2UhjmZuVA>@fg8z2-jHGk*XkhCoa1Q2H6smas;X8d50!XkLK#Dm`zG*e%0{lFFIf+%l;Lto zs_spk-L!|ybDm>Wv+Hf!rpyp=@p!(QLBb*9+n-wtfK~ZSoT?et%(L^*>)iETZR|#!qjj{Htpaj5)^a#&VDN}9Ssw&D?jjBY!Bbl-DGV}CN z$SRhyiHRwiTP8J6PgX_B49UggCJp2P2TE0GAgSBlE*G1D&xZ~lT|TQK@^Wpjrvd4a z>baUKN{_QHOa`=LvT`%bo?%4a=y~Y!Agfs^W5X`EJc%A+R zmFUMhZf|{@ul}H|`_BzO$xHtD^8H(#u+>X`I{XFtv-OuF?!KR?1O0CLNq#ImPQ;^I zyuR&uXL(f8cJ|k-y%@HwU%tO@Q8opOh?>hsVYNNdjkMBjN*`=lp?+Sc72UnEwvx;A z%NSQ5mIF@q?NoRdyKZxx<9J*z#x=DC+MK9aFNGIX8pjW^*?y6|&vWzlox@7gw{wfH z)Akcn$N74W{cz4~{OQ+MzuwlXuADy~`R9{ba(4YG;(GknYqlMmLY>{?ZABADd}-~! z7QTEwz9)Y4tB)3zUmt3ZOZ)JNh%1{E#O(b~50!O2$ICf3Uy9M|xUBp7yj}Em-t_O6 zBeDK6`j@;7vA&LthLnzOi+L_FIV^FTRYkO{z8q9BqsLqo+1kZVo$Et>w%op+zwU8- znr1T>ndK?PPU!)iEw+-EN9@vHfzX)U8dIBNQRc3Gv1pm`z@a>T*~<>yV(GnI{_QVc zf7~u1K3``a?Q`pW_N}ht&p)ZP{XR!d!-N<`1y7Ak3)Y8 z&fpe&gmpy-q zrKxS19c1Yy?CZo;zSlZ;kxO0mZkMsW1-IkDT=A`j0=_ zFPCrc`~CON3+uAIe&)RYZFPCK{VeoY`}!G4lrf1j(JYsbqGBu;(Y*87*lf}E+DVnh20R-yU(&zSO%c;9iHyMMo>H*K)D z^DTHmz4o>31-5A_hJ6{nOO1=_Xt-R46wgYuc}$F=W2Mcdmk-pK7?kQeF1IV!u(_JUB)ZJ9%P`~G&> z7tYUpjq;khKQ8+rM6U?l^!Lnn#~0oIS((@G|NiH1zghpXjWExVeDpS6+q$l`&%b`g z7BjF;iEP5HE#o^^8>+a&;=J_VcKvZ3xP_=myojlnduD1oTbozG&+UVmy=yN#D;mmg>Te`cKezGMImT=&FEZh%(b^E+ha8gH z*Di^WBW?Avwz@$!u^4k6Q&gq*MHY$i&7y616~2I7#LXVs-~F5(DQ&-!+d6cNet-G- z{FgXBnZLG+)%ugopEgxIdjI_A?>~LNxajgDV2$9DcY zZ~1=t@^{nE+vT`jy*H{#1!m5P&zJpkyZEIyKYyC7$7T3^+iUmD3JvaU92Td_)IKiT zuU*X2*0-yl{W;9o46#Z!eShr7R2i$kul`--vty3i;ALO-y87!Qd-3gc`>VfSzjuHC z`iuYcHRoN>NE#tOkn~O=v>-KPt|K8@mUq%AIJih)v{_XbHAFnUB zvGu<{{(O%&#vy0i^xCfWqh!#0kqeBVr0!Gn6Z7q;v$}h~O?frXHuW)n`E>!u{UwGT zFJ_tRc&V)V)A=H0Z|(OR{sS1Nd>!($h+Yj}a_d2fEvl`UIY0LJe3NCjbN`&%+=Jg!6St|W^_=ncM%WJM5mlq4%&<%2|<>0k# zSJ>yM%gd{KhEJ`jalgut`24bc$@1XzZJjnAGS}Ypdj0b8IL9HEzQ10o4#{J0vC+q6 zUVPghZ#-_J$~7A5>UA!;^p_m69(A$(LN!0HIcL8*;}mC?D&{J*en__XPoF-fPT5+E z%XPfI#&wH!1n`q3@rPVK-A;gH z9eF9aY7Jg|w!VA+$J4(IZo`?gG|M2;w%Yf)oO5Zk9&Hy@u803Vb>>aK;MG3vzTVFs zD7`#ZuY2vE|Mqref3>kO%(Xu2W8r)6D^qK~vAxz>SU*ghJ-wrAXT5iRHXJqY9P2uH zS@qsmpcSwC?K0bsJ4W{ZyySn`_&%E)mekc*0Zh!Q-}CKD%4&7=_0i7H9c;QS*CjL& z3MPEArp0QREf7}dye#|e?ZR#AuI(W>bgn-6Qrl1e^5Z}1{S&C|Lh*ae2)~`J_}k!a203MA^)qrIM@0xLS=IK{zE11+@HO}%dCTt@ zd6nP<2J$Q)l%(nM`LOqT*+;wF17WCZ%HG->adojCa z=<(Se>$Ysm`LX1qzxaMdIdjprW4pZC$h8nDTl3BCT8DC}evz5S^0`DeX}2s{aj*KZ z)0m zdVkB_Gc%%4^;C4Exva{3A{JFzBN)Q+Kq?B{d+S@7WBOW|D{#VP%6Zp`^3)7PiB?R? zCe@m#vVg@Z!f|pdW@-RwvRsycU`YwZ0uE9Ne3FC#OsDMCP?|W7su8}Tp^QWYXR<^I z1zM^wN)?6LkYH`3F?)rC3w5*FSlx1q8XiZTxEpFWC#Mu3=$+sKrPg8YDpT5AmLCKO{zuhomBcA`?=mhknx|;j?gl*cwKy#3Szd3!%y-f@m!%5x&l`F~ODiOeAn3JRIpfj*qh; ztVbY2Qz{}#%2Nq#){0tW#H#WHc;$I}ORd+3x3iA+=X<{lJYMHL0AHypBBIhNXZU;< zuyLb6HBFjYbj;kTbLO8%990kBjcxhZR{es@@5>!ord?Lna4awtbQ#_I0mRQ<)`KT9fm&|OLS#fNsDtNQD zYI(L6FAdc~ZCw#Hw+~qA)8& z9mrM@km(urDYbXPHbOmpL{`)kt|$mIQ#_?06cI@w)xDiW$CQ)28kMh;E978bWCjwUR~E z4Jtvn5CRI$^tD;FCNN55$;kC%PKm}cP{1Oqn1mBL=}8wzp+GUx1iMI!&*l>WVx`OEsd=`{oiNQ^~b3QaxxY+l4MnD@AYHrMCv{1p{(#?m5}p<*K_y z-j{#Yz?UyK8D~wO?xL-056F4Wmt#GIL*(dM+L~`fz{kZdsWTDbifkxtgeqd*>37Do zZc=JAr5Bg#rL|i{Kg&Y|nk7={D?-?`+5bh;zcfjbB-@$b;fIK-nz=_rW>#I?i$((= zbPr9hW;6f)XAJdbXh0w|fWB3gj|g`&RS{w4GYd;N`O4iF{xVTj=5xMJRpD(V@j^KI zKT!mwt^Tx#iwMQ^5h8yS{jPpP6{UQx?R%?5P{e4u8mG&Wb;{FpmvVV&w^cxaRH1GX zDHMS^&|R?kwjbUnr!gc~aA=hXq_@_j)rZ(qZCMFn6&lql^|TDh2`mB4Tun<^{4!f3 znew9d1gF#^#p*dt7d8f=(RSNt7&1yUP+~N-GM!w)$56dLWbD8C+tjbmM2AxIvFXRt zI~74)Ss?HylQ14*B5F5Nu|u_yaz!w6oRAZHy2ufbq)3G1D@(`43c89Kx)@Z>OovS+Dt4@i|#B2-Fgyo zg-eqy#AKB~TB!kv#Pu8>Y;$Y-?Jl=H*PKxTMlD@e&cK?|Y~T0t;8-}Pd@+;Sy7{q* zYO;!!#kEoZl54GF+xpfQ!6|*8TCp$$%fw6S~fPNV{t-zx=g9~t_ZDVN>hqL)PjXoF^bvx2Gcbk^w6ebJ#Xu#lLk?G zspYOku5E1G@1+|9u~MK?TDRR8RB$V9L=mfMvaG6~w%~!nly!2I2}K*xrIpOA^$af= z1!?-L$sgA|r&Sr0%qWdi(tsK%NC0$&xTrF~VlfOase}qk)hM9Yd6=%%7x%Jmay5IZ zPlG=PuPJFFmJQW3x>w<_<}Wg;DNUhhD(+2jIpn3TWCF?;UK!&YpsoceZEn(FqU1mL zIktB@eo6I}R{7|zy$iBirh9dOLP@T~3cRbPXsVSN6;uU5;86p&jpXV~FV$*IP7H%p zBr0CZMhQAS0|OaIgDJ$dX^I9ihgCFt+XK0iaQ!FUc%a zQB@U7U3b+hN=B$+FQGQ2Wl^6e#DwwRf>eLWD&5|j=Kb8td@mJNJ1hJ zz8ac~c}b-u*9#zr-1gD{6P#gX5-9~#i%tQdg#=)w04R#{N;{U{0#81E$2phi)Arg0 zS&T_5Hk6k!Oo1#dNIFV{6o{mjWYU~XYO~y(TT_p!%JJRN%|o$b2}@O}JumKOdw#s@wfXyHw?FC+-&%iDt?a^WM{kKM^4SC>C-H0G zL3w~H7r2_(Y1YNMU~^DGwFM)wQ=QTini&**F`IQ;*A9*C?fC^mKH9gr9SXm%|5mS4 zJ^%$0rA5ssaeC+rZp6|`8mPhln7XYt)b7~+ooHqKU$Y(}Qj|b*5kX>w2|IbdNhO&D zqiXr}fSSYdMAw=bhAVaz>N zo0S?126gX;eNH8;VLBu?ZL0#C8I{x8{*NdZbR~>f)&-WpBwY;!Vw}s;Xz}zCGWU?bFQs zLax#hU!8s&B98C5-15zAXu7U1#`A|fRdsJ729KCERoL1wU(kMiMNp7x@K&O}p8jgt zIm;<+!C+S3BPD+{+UilO^o+3lqxnx^b8%Iz;2`0>TC43Y{zF(6)u}25GFfRNs-Z}x z2D_wC8Oa4$wG50EYmVyTwv}$Bbv#2>Ay%TMm>?D2&8dkr0ZduN6{Lvx%&ObAL;XUw z+m<*^rsmUR`91trv7mw`i%iL=#uA9r7FgR9gLIK&{5=SLKl-=+SSd1+c~!RRY7(&$ zzM~gx%rMjB_41xZ6pgB0CfAzp=x&3YvwE#=-hn6eyX3zVki=q9#dQ~GMTKTbq9{=+ zvXwB1C0nh;GqsB}`YjVg8D|h;4Q@0|AXtDjV2PAK)T(l+M(bDd#}%5*#0m;6Q2|n= z6f3;wnM|TUHK28{Q73wwmx`?Tb+fBDUpS8w?wa81dVuTl5UAz@+j<|nbb8FATmZdcD?7CLY zA$n7>Vn|4ZdAXaqqWGKTLl~W=*hNIED4=dyo%$vUX*chq=WH=&F(kb;Z9+=LQo&~Z zvcE!R=EHT0gsF&hvh7P$&K&F3jt$$a?b12q@4gx=p)4>OvSGFo`*E9I>9w5cPKZUx zS)npr_C`m>FqBgKF})q!8!xrs-uAKEhdg>kM7XPVl|aO}>h}Qd=O1!Dcstq2J!eei z!*a~_o+eeba_p;`D5`Qz+1^W6nj_1Q+jzc5Cw~EO<5w@G=)`? z(>>MlAMQs&t4^6SdA~%ojeDO5>@-`MW|6WzDwaHVnJtC1pq6!ODh_N_YoZJyLV=>B zbPHfsovBw;H-y(lY^(8H}!*&tMICG3oy{DshrgOBm`dvg4*`ZZBxDrJ| zlD=q3)VUVS)b}Qo6;W&iGIMiK`FiI=2Vt|x-sVv$=#VAQ_12}Ywb2|V@_I2vl{}lhNlk7{WmPuw z)7AzES603pUQL^u$C%PgUqaacmS|cBQTdEe3QWs%BF((-o($i*K8Jih?0B08e$;um z9*JsNktEbbl89xn8>OgN6T%KtZAIat7E-swOXdb30jQ&xiD%^$D%aMe(*dbiRU@QZ>r&uMU>^x~QepvAI&&$~u{Ya~oQYbfSwyjz z{k6ma3a<}Alu{z+HM<%mktl0YVfSpd-*Dv_uvCIMpGaO=0Xuj_Hf zdOAy8OCyA3dJF}9i9=8*Fr~y*s7pv;0wMsYA|iZAg{!0zf)YWYlp~`csF6-O9zvo(I0Qfei<#;vTnw!RM%soZH9137Dw*N|R#HnK1h%zm z>!lJZBMP&$WVh|?OT1}9WU@+BL>&a@B59&sC9}5Hx=B9fo=cfl3MRQ&5<;acSt21M zxg>)ElA=qcrC6yJ=&`mb7_}tkmk_1{o9R>BbnDWZOe^cwo8D$cgs4*OC5r=bC4M8i zSvk$hDzM)TZrOV*(+JigUvA`^(K0m(MJlzKsf%6z2>l<)_r-6d<$C6v^kZ_lb~BTb zSP{AQUF>Mz9;N0cQn{E=gkmt~^S=A8y@|37y{m-QQvSf%v{VySqA+o&NGif6$rMsm zRm4OoLY#z?JyIhVgO+ozXuJ;!V8V=8X{L^wUblW%xu?YOzV@v@R++BNWO5ZCSvEub zPgg8V3S}o4@)AF5s!B;ws54_OA&gq9$SE*&72o^bWNWpq%=93VfR;cFO&PH?siG?* zDm4BgWeAf}$d=lc#IU*fL#o<*vK}ET+bt0*&d2BI*R|ncM!<xwaHd-UvkWT{MvGR=_~)!tITP_3awNo8huEtk{^RtT6GYZXMSZ+*-0Rqa{)SeK|z zJFfM(y^Py%WN?zF=me_7RxPV6LAax8%XFc;nu2StZ0P%F9#N7w6?aacWmM*bH!ZcY zrk2`Nv??=FVKk@d%80zFR=H*FWk16<@FDWOMwQ8|94Iqa?*gxt?Hw7j=BWh$EU5Hp z)iP(C<;B(}RjLW6*_iuHtf@B^A_A3LR@VR&DIAe&geJdq*|s{et*&ap5|PvbO0^t0 zyrcn{6@?I}YD|rg{4(=C`BnWVvoq_Dgsc8VS1vB&Wst5dLy7 zVu{TXKsMl(=zAZVuh~}3RdrWvCHY)`e2f0V9|1#Ept*UeJ?6(vroAkqv_wl93%2Q; z>QtdCX)9X7P|NrUK&4)lIl-%pCI?N4Q6%-sg^09N2@paw3ZgWZ8jU7NXPcD)x_51G z&c@}*wZN`rURK*IO8}_7?H^fdDgbk-WK19%0RIQCpX%?oR+aVp$xjipI+j=oUhl$G z0czI7cK_?p3h}@xT%8X_G}R`LXP5MvS-MWo*VxIy|A`ok`ZL@NY5h`-LJ!e6!Os<@_ zzFAl6e6DBut?V{sQ#Kd6F6BIxz{oL2wMtQIs;ZDPT~zCk)igYjbywXQSfAru8+MZx z#ek$aURP-~Z*7K2u}02ws>-t26cS{a^`7R%RXr`&zTei8Iaeu@QF^78MI&p@r&Ztf z_x5&Z9dl`KCBiY*ifYYCW=0b?S}lcbkRF^;qls9hlCqX%iJ~;6N(jd~ua67}3s+FE zb_*8@2~l&GUGP)lbGD9Bx7Z@g8A}UFrABF78f!M~d!r*_!PKpZw63=lRaL4IPKt=3 z3{YEIGD6Ojivi{#*sE@}pJY%HDikRwVFgG00hU1n;7ef&CPVX!d0V2yo8g-mZT_z3 zqb#BJ`rEx;n0RDVC}gRXXf{_S#`*ZkY-Dl% zrd54?@0b!cXX^e>h>$!*Lr5{8b(KEqN1BCdsHmtWbwL+~#U4YWLL&e^R#OpK9VV58 z5Q;*#rY6C9>&L7I=d8q9MyP3-S8J_i!j!IMf^HC-F>J<7q=|~l*&^4O+L0z^6%k}} zcQ$4ri7MF}q6(R+l`#{9iS5J-Vr;Bd%n|~Fi68CL^snl>SQ;T!8B#dB-9!neYB{Uc z)HQq5km>f;xS2eym1|2g=pQIjqChcI?|^5jqHp8(S}37x&A^J(RSx3KVuY4;D<@@T z|}LDef#M(brBC284Qhj3!^CNKzQtg6f=*xjD#31mvWw&ZStq?B#H zR6Yeyk*P&2Rl3%;a2XtI$S&1QI#huVXh0MQYXudls7O@08r?RU6b5xElT|j?_#ah;8A?%RkR>W&YVlpD07%gn`(&WNCJ99eT|bd>T~IOboC6bV*XT`NNxtW=U0* zPO8y8S2j%w+=({V{VJJt0_P2%YPGu({iFQp&TXXIoGsHm6LCq>T1R%EsIY=Qq088e zrlls0%*++>O0Wmkidwd@1w{a;2qF4HM+#+omaosNU+3{J;%$rne4HG|e}EVTtRM%g zRA|jbajZ00A~Q(RD>SEM=Iy^Q{?{XZE}m9@GyJ;8Z(8>p&$itKK7)(w-KZRStzZQ! zHIpi=q!U>v6M>qUW{@;3MF!$>%-zIPhD6n@fC9%R&z~wYV?%CY^YvJG&C#>3uCw73 zUXwntt%WgtpPHftAt(#_Vo#YrY7w(*huamp0v(rMaCvz(GA~4OS&4^``~c(?j~5n` zrAS4xz>-%f;eWn~NNTSUc|Fmtcst^D&qA#89@-$cl*U9>Nl1c16Ew9nH`r@NRbUo# z5p%&xG>i>gilxeOdB}cMx1ws}_EX4M^`y=;qzL3{^&~DRXdCS38ky(PS*lbmW^g^8 zH*>g}BsdjtbM#gl-KnsBzeB=Elx-~RGagIqcF;0Hz)TAaMD3uVdDos$cAnAmN8Ib@=!C;gal%h%& zP^@Cgs;5|MzTIR`GHb<}3$^zzQWH5)h0H9#cGFGUk2F!8lpZbtSUf$> zuA@{yC_Wk$BD1TnXk&?FG>!XPJRXmcTotWRoM86M^S7iVWz|gC3~nkEKwLzEtCk4N ztcf98jP#NodQ1C~{Y%-A@>%*J!z+^lQGsd+Sha}PgN~|eEg>idLlbWrIm2?LAz_4e zGXvw^&05iNl`Qtejk#B*f3XNg96(1gp8Z*@+Y|!K$i~mLf@@ zmi1{qu=%#pv*_74(7sAWF;OhB6`2;yiJH3)t*mIKvb!ahVJJ4OPzc4d6br?oEQrk? zw|;MWjhR`t32zOr1No+H_a5LJmAQz3;P-da%}k^{M>_*RIpFOnDrS^cZW3PQL^Rde z(jXhXN*J=LpxU+#+kHF|F)PPZN<2OQIp>-L^Y@$09Dc(dnzEcef?n90RvZJ0Qh38>38Gufsw-uf`C!DqBQY!6!vT>O~Y4RaMoL4BDGp_mW-{l|m^rw9;&WmPzH1 zys#vy6F6mZb8O^Tbf)7trFw|j%fiWs5ht+rO4awkNdk7{qvfCZskJV%ylTs?4<)Rd%Y5*!!(*n=cp+p7dtF^oB}|j* zj_Me&*o2Mf(6gX~h|+Xw1tk>1@w7A*bD~kDL|(gFdzwpT0wVNE6choV*Q++nB?<+qsH&@0Yb_0#6Ok@@*!F0HU_wQKD2domVs0~2 zmh8O*@_JZc8jw-RLS<%_0!2{>f!vKnnp6r>%9&B2Z}~5Ub^1&>O|NEK;V;)ZOghvA z4vhbKyF>t=9aKP|fJ9l8E;4YL9ghpKw0Ti#WcM_+SfNq!a@@T--@p`popjb*W6`0v zWj%d}W%GTmsv`ONav_T((z?0H6%|ge7Y5C`{hXK?r?u5I=(8}9XAMZHG;i9Pmq<_mGq6f1 zlHzJz0jX>yt(!-bK)ZAorBjey_>`w=DD4%=hRj#N$f=<)H~K5uQ(DA~OKKX>8~6Q+ zWJNeo^S~xrz>ZH_e(A$ga2XHLke&C(Sm0#QH(1j~dki&So}1-40nu_ABliUI1DiGzifCo=LTzg;GAyT7k|}>itzAH* z8Wd0$e|6kGc6f3ZJxqbRs?Oz${V&fSMk+FdDasN^nip~rtxV0t7cIg|mOye3%hOw* z)y{c?$flR;QO~WGRwU6NWSLUD~5q7*YP z0m~|pRCbTZP0ypy3re83Jq8Dcqf!swyr>sF!p>6PpmL(k!wd0?R~RzkjtnteU=wcVR!H zkJ`;x{nVKPzHS6T4Oa{eL7{YvY58U6DzK^my!epSmBg5y4 zdj0Zi@$|ezxQL7Cb!vV{ey23)%03ZNOT+)V<1gOps%MzhW@(&{qseA&oS(VMo2uJl zj*7kD5U1$NmMl^$7D7^AorpgR|1?8)%2uk>fB>qm=1pk}nTMlb#a2imQB39H%CS>5 zNn@x`O%@x)k`zIKQm-RTrJKo9WT~fDiPl`b#7pRsq=L#6umN4FiF85cQ))_Hl0m|; zl?ec>e{2ucQuMxou=?CaVzk<0EiG6rCp{(6mh>jm3o4f0B+F`)%v1Dte~;#bEQ;&i zR?cgsYP|-}B8&=5MX3oCmIhgt`DaY884Y5fT$veAZHg|*U~PuKHtWR!lxc}%)rhhb ze4J@jz4Ep2D6M11S58)oZDkxCFS)#m7oRzdxSKreGpiYv9dJLj~d z>%~lEh)UAL3E{jnVAKV^Y{p`af;6yQrLtUAmSCYhpuhX{6qZ#Y!Zov_;L7 zmeT)`pO9NDGY^=RwOA8;xHJ+BBgI8up>tD6zD8}{w}T}a4>4Zx@YnpBuwZ4CA}Ui+ zF0pKaK2?-h9<^e{+-?z*W4_Q5&xrYG-M(0yl0%?X#&T2FdYUrYzXg96{;kb>)jz9m z@^-=ge$?9(Q5D%+SGNF37k-Z)gt_fNFPx!4tx~swlsQ_e@n(@r5S-)o(?2t`0vSO> zGD%U|wj?B%2GxM=bd7>NF3mAZz}i+Z*JV64E2fXG3z?FY$p?55F9z==x`}pyL!g?< zGgg#tPPG&)E&}ArscXvKz0}hiP2dSrU`PItJH5)%G~1fEJ{G4PeLdcs&x4-_sn_MDiFv#xK z-C10lH$XN0Weex)&W#k2wc^-a%`-v?7w=+Ez9O`HS)bW6-D4|U$9Xj>&5xCf#b&~3?s9oK$_R96{Qdz&#W*nNM;($Y)jb^E$YY701=2%O=(gY zvGzs=RiI|oTAGk)nR&j^jNPR-N?TBcr5)Gp$19I#l`zmPq|Kt+zU@bzVM0@_1h3N8 z`PCv(MRQu9M@kITy6j4VuN*Z}X_O3kYEhVA8mJP&OQ{JQ&9%hnYMv%=wOnEG*uJ;s zvmo(<%*db(G<1AT5vqt4+f0dS$R^xxR#PKARx36ot-Oh62>=qJfV@B=g#NhQwDJhr zk2TgDL2k!&Z+KQkmO-Ss!V-<}tTI^%B{GB1=5FR)?D086@#;%LL`5`9qt5XZq*`f~ zNU@V8qWuTn9y-<@ba3XVFY5oMj(_(2{}C$MAUk6bWISumxupV5)qobXl1lA*Q}=61 zMwlpDTV{*qc3w*;E>IyItct3&-)L=dx`mPenDz2*;9AV+i`#xHMCcgv zDXsTy^O6O$kk`yNtSN+27%P?P1}kPIYch&W%&42-gB-8zb)|H(?pDB2jS*N+$P(Vv z94bVdG?XB-Vz33Os2B-cfX#^JzSHK)k4%yB68LN5h7wbyyhK(nXtO4D(LBk5Q6w_1 zBB8CM0s>p+iDr3u3fT5)jYk^IG2wk8Bv%26_{Pb+PdNM#vP#Mni5uw$>G26IK#7(&>9Dp8fU0ADqEfs=yNC!vIVEErd+ATBZCiab zQ1@@kR<^(QIv~sJ7vaDF0Du5VL_t)QhSi$DJVobHZ-FKgIV@a+RnStvY9pQ@{|IS? z|A^XH|2-w)D9Kc+ODpj#;o7nYhxN!;zYJA`w!&6*O;lKwQ&>%8ClNWLKPNP>v274t zM6h5gKOQ&Tr&+9dY(m~9%i845b#B*miG5j@*1SRzexP>7R$9;jSrjFj_NOoS(6n)N zN_Ur#>&fjaD-dgoy6Lu%OXbMQhuz3H`oVFQD37TB*%<6Dj7Z9=h51-A0vK zx{FAoi{vssWWMjFQRiG6+U*hZTH~$38(huR8@LvwAY8e8-GFc|la4Yj6@&;6{92O* zg?IAT8C_Ov{3a$?>{v~!ltX5?>)zJ)g+JHdOfpobYP!xcGi^+;gj9XArds-*u^=-E zQo9(8Ip(@ft*b(bO|*%wKZpJqSZcaZX_~5fAz`b;p(f&R14>lXUo|4hUAG7Iv8MRb zJwzm}f4?r97Gdn#z1>V(f1|#0Js$fkA5kh}uc>ldcnb+l>IUsyV3^`7h&oP%o4na5TqEv;dYUn}*7@MHPrl`7!cdWunh6pJp0>~;^F7JjX#|I<3 zDCjFz4M5J$6S%l8`nw;Uay&ErTs=j$mTE~rX-x!3ewgeo8|pB)SI~c`nuhHST9K6E3bkV6ED4iv>tb7Bi&>1!?5MwuXvep|08oQ*|Dvrqw3sST{L{P5rar^{v{E5hWh}k#k&^*!oAj1WF3reiTQ_^BSTl2;t3H;R z`_b1=OHq>IDdKFidWB=&nyj)@ZO|*28ptc*ov30_L{v@7N;785x;!7|B7VNkG)CN=3|6b%d;W=JURF$HE$_KxT^Au9yAo zQt;?*n&o4RUQg>MEEt?(2~XB*vfQ~=twwf=R{;pEJe19N`3pKViDmuRHjd||E0>xm zLAa>uz*-Wr%eb%s3{XX_Q=29l{5JrQc~}Ujq)ga&h_22WL>PQ z0xAv@8nz3ibJ7)Wsn5B7%P^6ju^TK|6)1?q3@ESyK}{}j42DuBZA`67h?t0n2#PdS zLwC*HM=UCpRaGr{OZ8xMRzXTCC{r5QMRJs2DwpL23apoJnOPXU9^ESEm8d6VvFepW)q`?Dp0KB~C9ecZy>a(gNJ^#XP4q_PoT$c%6RVP=wYkyd!yhx)7^8jnj9Eq(EgHoGgGl=vFnb-VM48fIk zF*pUXyX=N7_(zaTRhFl~YDtz7?Hz{FQe+5dR6n{^7(+M&HS z^;Dhpa1>%zrfGy~Dd}Q)sZ5grEkHq{goSt9KK;H_)n+5%jgxvsIwZ0Rl7U*JnPv-W zlTBSj2BK7w6!Mh=@@Ar%B87~~8IcRszt!PG?I7$iJ(!H4BCCs(dV)(xMAkFM8TFGG zmdLUfg;M1;?AxsM$NFeeeQT=);<0zVPQiYa0-K3Ydu9&y!NaeA)Fo^dySp@#G!-=I zt=`?w-#?!pPw}fgbcbPk|4fIWZM~7?EG7jJr_Eg?MblLXSw&=t*MVyluu!dKN`~9I zZTuDu^;%{DrA(AJ`eFL$#>8UgjLc{~I?Da?;tka#Sovr7OjWwM_RTr}wFO0B2Yd6}4t0dK_Tdw2^TT-^lSfvusb!$Ik&76UtSufV)4ARUF zh4wnBgk2wb{zV-YfxgP89%KL?h+!xZ{CR~Vt{ zb8Tjx2yI1^G9SGK9q~Zkh^;D0rtnq*N}Id4ylG|DBa$<6tf_SphY7lFF1ryL!OW=O z9>I7HiQ4^Xe%af8*O+4)WF=89vUPO71n0{8NH24ml&S36jm@*mwA>|+SU|1KOyBkK z__xp7#KA4$m+IprT1SEPdTasO} z^jtot%M!F*{KG|u>vVR{UAa-NwdKm+Cb*hbvoaTG15j1lz~ilPTQUK2ZabbA9;4fw zU9ssdR@Ua%ZYgiqrvI1?8s(=(AdAZ@Zlyzu!j;T|N;X83q2#HMjJP6Ib>CD;54iqj zGc}r&K!*50xiY}pYyq6CxyB~l^_%HIdvDHGS2re}GcV0@_8QTTxo_|1`BBj~wRu5J zZ~g7Nv8QJEv$i#tfBfx_zZ`i()ib1OzwNiKuKkb4AGh`< zVpTIUDFqd4Zqjn9nI#p}-n%kBp3mrKnrhz&U$Hu>OR$#ya=V_N5-AD^GeT3>RJpyg z?zv2>i;>LW1efAnQSOJCtqeg(=~`?0YJC=hYl%U8k8BH+zSBm`InEXI-nM2N%zjAF zO{^C+Ss2T+zNCz?L<1F9{a)?qhxIxv(aJq)zg9b+s#<%D-jn41IR;HuYf%FLy2;G) zb(?dlL{m0VF$v95yorkX!Yt86IzS=$Z% zrSR7#$KIyN-!nfc0(-~Vpc1lFOCV5$)G}O^k;%1uE)-!i)T3&1$ytim07(@JGcof= zsmd~p2D&J!Yp)dXiom+q~h^)%&m`KtHh`1Q&u z@ME_LiRD*}P~BQi!d-1E(U}2Y^Csf9E+wT>0$rTeGrg{oJ_Ji3td=p2Ucef2$qp>E z301I%+Uk~^xqfqNCX*R}!#A}?vwd8l&nZFM3M)u5934niC0I2BuK|z=Q@VOsEjVc` zHc3MnWNxMo?NtaSk*|h`xUBk9$)i~<(MxvXEXGQXs7QH+A~(%Ex$1dq*@P}KMe7yF zwvKtVEzq2+W=v$6r~=Y1Rj4&p&(z?HM}n>gc@hIc=v8u&lA?QdhpK8dqjg9hu`1HG zFK@-C`fv0<(kA-hc4yf>-=lhI+q4~1>{&>awxwq5UdMg;vAzE^u3`W3^}{Fgs{9Gp zFGv^up?PYk{17^KerDP*~>R^>>7TRJ?i*?{xnhxBKywn6XDP= zzG?i{aQ&nxLJ=N1%v~Joa^p+064<90rzs_-=9NDt{2LIT$ zYg-S^Gw+3irh!Orhp{tvwfC_7YEt(m=_SYwfAj14*5=or_vi7~AIE-vSl_-|#=VO- zJmXlcU&HNj@}FtXzr@+`^}pSJdDykb_vm>4_}j$!NHaaQi~I<+ zFKoZ;AG6JWYF+cEhRh94jE_Hp%)?0w!uV;k-JZ9Dt+PY-{K z7S{WTzkU{;@5KMI^lkF@)_&aD+@9AT-~Rb+vu*r%K0Y33>;47Jdd;6!nowM?ap|gC zdt3JP-2U3)zi&F`F28zTA=}Dm_-}9f{^~5Xx8ZxX*2RvG`0IT8{^jxa`~Q}2|GwAv zhTqqLRq>6VwtnZg_x1HJ#eTc$8#dqevFnB@=cir)|2emBDH-egMLzP&>hrqA+IQM7 z%A2k~Z2T9M|0DIb6k#WAiQZ1V{jU0#{6AOz{Hg!xJbsRyD|{y7{n!8a(JFC*2{!7j zY@6^$nyspW`?7V_sUmyc_`81mq_u9h_4C_$vr{!Um7kJ7{p$@}A2`2W{?E@ZA$_y_ zStWmde#-bh;v(No?zFhJHNUt?WoKbxvVZz^-R|dG{_9VB zX#3@XjdA)!anIw&*ZK3uFW;_X?ms@>N7+p&VZYz`pi8_V-k<3|&N?6cecb=opU#hb zmgNp^A0p$u_q%Q9=VuGo8}N12JM|54jjP8hobXViGdfSjIk&iW{Hy4Af5*@NbiIFj z*io_Fhup64?Y|k9N&`EKI$vB(^7kM3PV*hMT|XB7 zA18MHOg%kF`zvSevKc ztd0r)p`LoY*|)#UugmVn+b?JP8dK%N*N<2D?`20*Q{ra}H{Ube%17F$y z!o8jNec`)VHEw17d-U<>Z*kxImq*u2+u`5Nal2GTw^DCp*O7&VpR9g-JL`B{W&+Jz zKh$}3&-DN=FR|x=Pq|4QK5ER<+Df>-cYlx2OhTBf6u!Z}jqK+owqpBZ*nd6Veq{ba z&aIW3)liAPSv$1IU-gly`}Z&SZohf{y2-e<+H$@-hFt9sT3qKJMqdUth=m^B;9T|GupcU%o}$w%;2Z+@2sD$cs}oP?nkRH-yX;P z6xPUf_N?3EkMVw6KfN1q&kzO#Yt`Fhm68rN2fA`gy-hoQ|MDL?Pmk{x>S|UkX0t!G z{iD_5F1U->l6mQ@aC@|Smee(F@%ghqZd%A~&bP>GFPq2qp#*y9#oy#{H7~CWjz;`>~_ROnR>{9YoM0s z!}#0oAKfHt|98*-(rR4Qr@4BwGFcy$|9ZABR_J5&=e1{UwyWPF{q5KOCXw;?nSY3j zn5qddzw*5gw8+ECWmH^QX6W4R z1-4eAGIQUy(QR!jHW~f=!C%Gj1#dQ<+Ww*T(Z;DO%6%SoxoYxDY8hJf8r$>iSqJ(( zT^8p4;v%!; zH>$d*NXc>^1 zd&-s&E|Kwl{(alfMe{jr@@BnhF;DBRSglR*Ypk(WZ1{G>xAyq8Y+SZFaIh`Lv=R1f zZn5>x0CRt{FPJgovYS@iR;Bc7DH~gV=xNzM5zoN@Khu zTgr#o=^SCZ$mr|y7`2^lr)#EL{?PyZbICI?XoHr@Xn$P#E7rdw?vbJ@uBDX*aICBC ziQf7@tNdl;&x5lgQ6l(Ej0)E^A7b zr8nJBI6vh1{r>qcxA|A=kI%PX&yBr*jUVSY{(Z>KP>ED zdiUSuI!Rhr*=jO#Wy@<@XFreI1OC%lZQ{fI;dElw@%-x#*QFV?5TzyU)$<^%0Ggz7 zp|uC?!Wl0Rb?>h;B{pAmRlm zN&y6UYN=Kp-4Z4!3an`{KI7E+t_m?gi z7Be|Nw|8)8)=^&3%q%VEK0M9C+oj80r`I}QmQn8|l>h`{rI=Dva_{10Rbh2G7V=>X z(?(lWP?4?%3bR;LMH3AO$UjpC6cG!Fm+Ayak}vv|Lq*^wh2OqjMdh;g(`=_^>f`O> zLO&!ojG`e_au?Bs_&DFp6->kkGL&17wh@%dn35s9+JbD&V(K2UAC3 zFtbELtqfTCAdF&GFL6k!3`2D{XF_DxDybgHv`t)^iW^9*1OO5&QLtHmIzcq z*9CpEx8R{+$r;FjO5~KvbV8sT#0g0n*~rl$6_saXW((;huHxHP_-=NJJ|Isi%M#0M z+*ofSpRVP4)_PW6O_%$;?Dk|`3DwqMb45zPp}uMgAS#&AR z;(6tdP3I<3{w&Wz3Rfb6;S+48jVfVf+9*xJRIC#-DMAFqNGYMWzE0*d>|CyEYpK23 zZf3W=j01RPjg?bH`|iC*uF`yXRzfVqXgk-2IC&6Ks)`qBEWyPb+l#A_@@z1pR~?ZJ z*ykg@{5(<{W}WA7lmY9HDSog1QGu)&%i(XLB@HOM>iDR>^ex4yrCNN;3i47^L&-AF z-esHX*~=)VO+jE)<&>zF^XzSQFvjuxjQxmrE=1tra`yBopSgM7ye@O|kDUzGrn1>WBqsb+@8UhuWxzwgv0C^4! zS+H~?NrDsrAMt+^d)Y>WO^ zO5D`RinWfqW$1LLY^H@(IbqtcX1=!oUE#hy$1^UxCeDg& zuA&U*qCDW|v_o<#q?*9dnZ~j%VLz?yJ>{0TvZh70atyh)OvwOB1f)Wmh?Ew1fF@Gj zrZq|3_u7H?d0%xu;Hol8a)-E!9}*Sby!TGt@1T2rg^N?B0C zSi%>%Pd4l)fF!Qsqu5}xa8=E??LY~tN|<0Nsahh-`;@nUR$WJ4Z!V2{g)kMW5Jv;R z%4V`3HrQAs;F}w@Dqeh>e(cYPMK%>NL)nbwLX)r1KSb5}jcIA$L(=r$v^G6LJtKnU zt#^0BSemDr2}El}h9JlJ;c5SH9l7Sh@Vlqz7hkW~e0u9W=)%ahxxvbaQ|8^ruFzBB^t zR+gy-Wun@L#kHQ6!@OB_fl7f@oL!?*H!CSACYdTQ1S_(TD3*#S zOCz9}QWDZ0-lbgIp6m<{)8$)Tmn%%DqEM+qiKW6*|Llq6IdeXr2(Bl zg8l*nt6Y5|lciu*6rhC;>1ee}aaE;ALQ%j#n-Du&zlmb3l?v+;WX$It|6W?amiQAm zEyCtYvAgRkavB8zDN&&%tL(a~YX24okRNwd#hzL5mNjHWOHI?2v=TFmO_Hx4vQ?|9 zf}t9HUaL!3(-IxEaY%TSx^o2I!3!Y!vJ_TnjRovly zw%dIBU22=e!s8w3)y_)v=kfKZU+aQ|m$<00n3l`d>OcF^dsGXRFsO$W&3cHX9H(q% zeQlMyWKW9Kr3(rImSR9w!zp$Q;2Os79?bj@8)CiCt6(ZkSja%IL@OKWqp1oFY6XRr zG6W%N&SH_tl=e~@AfcT7^ZgkY_<-!6ExP2r{!O&sk1zIMpBEjudvqwLj`jHE=xFUS zoxaUwmA$H)PK~wBnD90l#B*uQo&B`A5mEl(jg+@+T`aXmeNUL=^b%Xil}nQ*Z9Y9H zrAn937YqZ9wV6O=s=VY^uc3p=vC@-S;b5EVFnU#&c8lj8RZu`FUe>Bu8TU(;>T0Ul zj`OmVtLxm|WzeDKU`|B|7epGuM#;ILCj%Jm>B9>9=~uzUG&_G(HDcTkv@hpJ@-l z(J-U^n7QBOFwfQ(DuGE%W);J9V`kNYyr30?s*4}|vGO_dTDp(@7TcDc#(C&wYpJ+d zWl%)atO_kJ%gc2ADKr$@Si8ovT4;l`rU6^JsQ^t=qxQ2F@Od;%ZXdH>Lk)M<`ITXQ z|9(3joOcbMo@LLz%hst{S59~lSSe@uHl&)%Ug{%j^6B=`?CnfTr=`desU~H*QBd_Y z1QT2;T}2H_Z7HjX%#`OiB3n~*UH<>)>F<^#S(fZfZ0V1gyGLYJ)!zG@?nXB-gAtDK z4JdpHzAdl#8k{Q#H~GizvAr7AbT0J~(RIc*Y9v#lFT zC0FyYvSnDIN*8s7uE4oeM5PQWvZd}Jldf)GX~_g_<#GbhkZ&if9@tYubkSsjAm&^DI5i&9hlSb6KgGebz@I;RNv) zuR|)MzF)FO|84a<>-TMYA!dy|K#{95rB3l@_}*iAL*}KLjlh3Gbne zngh?i;?osEadC%QsZ{Qao}s92Ue=JS(kQLfye#Kl%DJ6vA*1il<2drVmEKctkQqX< zOa-F+zLu5!D)#r%FypUFesBBr_T%rQ{iE2wrxejeB1#stgwvE%A+!J{AQi;$zuWBV<_#pJ>QgJ0ewX%KR|akGB9bF&rNH>5 z$ue864A&Ng3FPLHK`j#kQdnV9d&_%n4--%&Ag6kytytH!E|sq;0WN?`q+lwhCK0B= zm)Xv|o_)pv!EgYQPLmRWRg#&g>bitJBgyiui)gMGt5n2It{K(4b`w)Uiy6%{m7?Mz zP4@yb5yIBM6abq6#l_m)74m#MP)#>)Vyd<3R0dcoVI6bslb-t4WqRy;?3?~9`$CAS zi6{#N4v9;0KN9EEwS*#Vr&&URr3jj&0;*-2k7aZ16DEJG3dR%BEMElrNi;HfVKjQDCkXwMvxMY~mAOr5c?55;I+z z{8T82N|G1pRD-e%R7)e23%G@ik#Uo3R?Zx`X>`Xf_IU&A6w)wJ0adxKkFm*86%m+Q zlLmpRnnqNt5GdWI5)?My=a)zuvPw9;pe+E)v{1oTkb(sO7qM>cJ$@fiP4{k^D+J#B z7PT5DYl0CJvMp_?E-sD3DHWbeBh%eKmo2NT8d*x|Fom^ZW%b6MT#0~zstcU5$m<{H z&#WhHL1m?Xnv@G`wxOJs=O#=& zip4M)+M=mXNw}$NSC7f4mZ`!gsdcIMowtZEW_LyP^Y3pt7bwtX=`|PUC)@RaNt%=j zU|J28oM)|Pzcr@jSf=6j`5Y7&Knh@`s`!LS*v+}Op* zPR&eGG^MgQ6X{$)I^mEhc0mN}#HYt|hzsE&X2nE1Am}YL-juq#a%XZZl!zF|jeOApm zL)EPB`|T~yTvJ4vnNl1H5!aNs*m|HzwKk$hl_htOR?^T8$}T|no%LX>=A~LD9sn4M zlAy}!?bXlDsAYv-k|MF&KnjH|D zE~(jyd)9rAGM-$MO>3%M=GguA=gU#vWD{-ly;4JG>9##-ez~S?<$d6QY0TP=H& zTqU3SgQ0?x%}61WB>8E7i-r|z&(Hoi1fuS$Tx+#?C}-t+NjP~ng|NAqUw`cq?@7H946SMiR(^rl8jX>JO$+_C77^Wz}cnV``@SkjP~B}2g5fY zSYCA-ZIo^Bd$DDNc)&;5Fj$qxQmVTtb%|9!`0efEN4LQUG5-D6oO-Wj30j#E4rd3cen6@?`mvf~Un^v`w&?rA|x>m=w zwW^#&hxu!RL5K3<5S*ew=+s9s6@{i1Z)1jbw+~FRV7< zO@GJs$xc@ml)LA^RSjCsckIk5*4#u+jdM{ zRw1EQFbQ(9oy%UD>`D9h$iCUj7ZJ-dk-F}OY08hwFWxqz+X=4CAi<W^+INiMRK(#y65 z*>y96X@h=3+yM&U+U~Fy(Y-jKFcoVpTp0@q0);G4RE($?d290ifm{R9(C%qQ$JSMz zDNL!>d!t23LPPmK6I_pisHT?~DO^I`x(cw(*_M{3X11KAEJ{`bEOn=1p-uwQhI*K6 zDn~B=^vNZK5M(ojeFjP@X7Qp3L_En@gXWSUf)39!M4!+PY?WfLyI99E3vb#K0hF;U zvR&C1Ai=JsfqYsmwUm{5CS@ax>Q1Xb2*GF>%$HDW42^elRWISLSr7TQiJ@9iD|7Cu z4KIvrxlL4RUR>i^N=;h!Lx4_vTF(}1MVX`{DNp0w%C*j=KJC}&S~bNMnI$xIsSQah zZ}7*F?HcYF%_PgoE-hTqZ6{_dXk-f_n4YkzC{_|GO0^P3g%s90uXuV!XoX7_SW+bs zt9*Hifno;i0=I?x3P-Wa+3kYPr7f4Ab#4f2Wu{G=&}KQ;fxP5jdiyV`lKH0$G-2ad*u}Im)r4i<~;LOoF%JPRssdFUTDzipOOr%kfLP@L`w9&y7`71R>zdI zG5dS$&y}~Q@RCm5y`W%dXtN^M-kZrCbJo<8q?a~PbY-)mlx77~t0^lp52-Q`1~sP0 z6s*#Hm?Jb}Ru)|#4eXL*m6&SZbeuWT9ZNkn%c~J z+d`Rg6;@QW3t6kva=JXTUyozO7wLcAmz1E4kSLUbZlx%jTd$33rHgTvK~(%ul&OGK zYTUHe6DRjFc`VA4SmcYy*Ro^!Gwd||qLPf0)rCisFVurbtJN3)f}}ubkwuhT#>Gli zb1@PB%$8N^DcEilAakX zh)RRZYt~7ax^<-rinR2JC`AM6}pzspJcEg2h=`NOn_$RzZi@4Gcvy(^O_r$u1rdOF!UD#BB-2 zh)g^BhCr#NP()QrS|9<0nnE|2M0K+Q*F`4l9l?Pv+t$PcWH6L#E*h@e-dt{|OEWc) zh1)N;Q?3}L<+%jYRNB@%$0fHTtj%1=EIz!-8B*P{BSaL|Be^oGa!IL5eL5XgRV1=1 z5{^*|$%3?PYaLbB^TayoMYdW}Y*2-FFA58>Sb=f`C@ByvmRQx_HrgVTQu*AIS3UQJ zgsXcAxpbk+0Z|kRTX0? zAjGF%7XV%Rwf4S^U9U57F7tkV*=<>&NGT|^!Od)!<$6`jP*vrkr((IQl625f36x+l z=OsrK!RXRJ(HL_rZh~Oux<09CQlFq=iU3WetLp2|mFLUGn`d6A6MIaFc5>`@Dc{aw zj&XE$>BU(kNuxp(Dx`hhpl$Pg@m!th9pZcOSZ6Cf?OCE*l;Sa)g0q35>pYIpLj+Rv z!dd`oM+MY{j&y`5s7MH9hegKJn2=;MktQo^E(4WiRmG|FRHeC?vEGCbn86InEL5V3 zEC1U4h5hdRuP4&3_6HH6AVGePc9T*x zqbZunmf8S;7dHx@Elz6#1wnPovXX4Kxj)l~KqB^)4vXh~vg#K5ZrD0ybTJXnT*ASh zsiS0Bnb1WJ)mCy~y+In`rrAW2Yh;!5sJm9H>J?rU2?glT6KV(*sn07db5VwGSeL>L z0=INe1y#8CFfV&A`4FMx-Y=1smq+-;DhpHFo!dlKDp$`;sEK^Wb}03!(-UoUb8&0# zdzHov{!MmMsa4|amQzb9=B9W49QkwMM@d&SSf5p6b>b)bO}ve1%-qdW>YUf1M=Z$@ zn5j_>YIMW>9SWF-s*K&ylRo{HO&ySCY6|y88$ws(3bmL62 zlqITW1O+Bg;a;A)6PA(ziKypn*QjkWmNzpqnvx(H5h9zqL07rcZdp9%BPt^zv>B>p zfw`=Jw7E2gVQ<=K+lnj1(Zg>tZeO-_4)EE&DE8YLi1qzN=hrr$9FpU<*#_B0JH14| zEQDa(EIXXlFIe)Zs+q;inxU5ni4E1QEajwuP0<8Q=4WanetSoNbTJoU`g-&dl4uSU z7V6VgTm%ae*ZPwpyJS;yrHD-SSTA=Fh|)s_QQH_v7yxI`yxNh!&MgpdL9#7N%4U}4V%;CJXa`8L`Z`-GeGC!F}RjxxS&;S z%X(!QCmmsFrK(vnil@pnY>i+@UYgm=OjNQ2wbdrtOt6jNmolqI94mf)dC|HV4ihym z!&pcpMW&)F3|(jiz^Q$3sR*Sc97L8ZD@wm~*o&ESNtGD9^AK>)`!T)?e~AA~=%9$1 zPzoU*Fa6N6PlxKokus}OpZzH>H|6Adm`*i9OBWYEJrC~U6kj6hE<=0$L2ZgW8y->? zeK&sb_{H+yi~TV9zSakEZu+(K*G%i@TwR{KWnmkuPc!k4*PD&A3&f;855SqQa4qWQ zIC_ZG&N?Xff(q}L-@$jE>gh(cw3fG~qt$1S(?qODeqwp6dOoe@kP5kCJ6BWz&!$Jp z;%9J1&7C5VMetdx7-}`0vkN|5bBb)*Bl<-^mLJnLS$MfdZd7QwPL)e!QUeZ?%YN}& zqf4|Ojn#B`ws`6<_wRlGKScg{Jig=k(Mh-1EU%`)0w7s-l|$p{O6aa8SOA&|z$#18 zf*n**t}1HK2?&$|<@7u`m&ng*VRCnio8!IS{6K4_zA8#>xf%@lcyGISA_f$CXs@{9 zTwY%^`RSo(sP2RrL`#1$TdcvTTr4x;3$UV^)}^@sqp*H%ty+#UQBfWBXCRNSOqRfkog%n_$dyxNNh@KaN}0_k^hr(HmMx;iwdHKJK}?rEuAHv; z`}_Va^_lq}@%+JzG+FLcLboL%6nno=R6t$Xk%ncGfM$S;RD8y@XehH%0Z<3($PyMn zGBx1sN>!T3C+&?XVnDi?LQ2HVOr>EJrjEg_8KF=yaaFU@l4_!*fLmEx0V#-l>Ln|p zns>FfRwh3&l$yZok5wyWne#BwIeliM1TK*VZ>nO*@=&MRHlw6@2&?AJIuj9L-ZYKX z3YqGGR?^C}>)+ZTQWC^ML5k)kdUa%o6gQXVf&v!f(q>pi7_^`&O0h%%Q^wN8t%dE= zH$coouzE=sbGR2*mWw+T$<0tIOCnK_&w+?`u_+?rMsunliVK#|{4_?AOar^5Ayx>0YJDswP)dflfMXhpbC#;s|+W zR6d4uO2DZQmMBzYDVFe%Y^1uC~Cl&oYG z4UDt6+;$#8fM7_-7v73QpP7q_#Ca zVhh}EY^^k0JeSX4=PH0=DwdS8CbzWhtai-lREJq&;|f;MV{4;agQ7Dt(+M*tL&?ZtAt@Uv=Q&nYatI1X2708&PU7m$Y{LXdAJXKd2v7NfCF)sU^5mYS*CB#*wZMCNU z>Pjk8E!|d1h*AC4+i1=Gg^$W}%x3B9sWRtkj-~L*G=^5IpewX^8 z)!u&j;!%1@UmZ=S>-Exd+g|>3D$AtH-cu|r`pny0P>2YCqNoTz>t-s z)AplTmTkQ?$vR2nv9A}?>so|6=}6~w$m%9knZv9(8_JS^vn+;AySj>`(tK;hW};kN z@#W`5-`{?@*Ti|zq7w|dB4@J@9(lzB4@EGd+{jU+5hGB zb+yIk!)Y!qvHF8PK2$WzL|?!_M$=I(sKg?ZtS08FS?EUJQJ^7kiy3_pA^s zRw7bm2X@!{YAI?!)=Cj=eRFltzVc5|kBl5ki-axBC3*6?x2Bd-u_|(nK$*FhL2urY z_I5U0awtRvGUv69*i1Gmq0w9rw)Q>mXy$cVj7kd}XFExn}JfH>Ramex$)_bYW#tl+C1ulZC}x|XY01CT6g1}wFSCe1~}O}#*J?fdq) z`dU%G*wEZ14xT^m&0-+fu9%YLe(ru5T72ya+DJYqr7l!A zDXYG2=krmlCX$O7qGvz+_V5*kfyJ$f>biypa;13)v;qNvG!ZLF5q;a9FGG*_+0Xa2 zv9@Erbh+>OarNe#8#9@UNUD}ruRzI&l~u=a^nQyVYGr`wS)wpC-GvsJXXf#$s>Ly5 ztV`H-m(6fL+rd0bA4(zfAM<>zc0CdzELfZKqc5Dpdz16)N|At997lY*xGX0 z1~_X9B~%8d)Va52y;(xE?*VpF5|(n##6h^CS9N| zaN{Oa{Pkx^X;V=zwQ04SrP2q?z+xh)n!y>_m-Vd+52k!7?vkmlumicIL%@K>+ikPvBy&Z^B17~u?~I<1Wj(ODl~%|SbL*R+RV`Vc$`wi` z+lL#R)e0MlSjbSp)1jW`8$?8wNT7_%mbUaBTC7l(1SeAv^V%0$xX^dVQE*|c%)`t; zBE>3oRTG$XdUm5eEmIWW;<{v|Rl-xWQq#nhDk&BQ$WWHM><9b>u?Y#BSr9acmU&WO z<=Pq}a;k(20}4?BMb(0-zRZ^FxwmpcLo<)0M-HkIAtKu*M_-IF&=kgrq9$?*U07AI z$ffEH*A8gzqOJ#Ip(njpti{YKQyKsf0|6w+MMmUdx=U}t)>_*NLr#szRa)jWHCf!O zQ7*14a%Wgc2vy}Jzkf)gsjKFvH#{*fUR^N9BgPOdciGL11S*ZCU~@f;eTbH!Da{gP z7LZk>L|M5Bc=J}aGN6=>u_lnRH|rMX11B}0P@<(@qESRCS~5#gv|M2n zTb89cn}~>!j3R_esHEVv7Wzt$EtpFG_Eq**oC$doA#Fy|wTU{b<`uDf)-H-rT?kq$ zm#Fnqq!;D7toht3kj>1ac3Q24UaJNwN`=VQF;oGOfC3VTuA`YM{qfYkB`D8v8)=Za zZF#(|`Q7QvV`^;}`}HV!zwR#8twNEj&PtUKF-O~B(-LiomdDtT7Oj_EXs>CvSWm$i zyV>gZL4_`Hsv&3@T0~PqnI&n>_KGoTw5@05%&E?3-dFRo(!4C7+6?X@b0vd_^rDGq z8B0=i(p1eH(uz?vOI3^;2F|muzF3f%f~Za7 z_;lZ(6xOtbyGVc}^4 z_;TT-#?(&Z*wz>p!Ck1`RFgK*TQA$s5#|uLq)D07VgH2IR?}R$U@vQJ zS=6`ySwN=0QUPpmm=w#C$_hxC4B@%v4RoSrG`%1w@hSJlsWQ*b!xE`BOwvTES*V>= zm)0S0l7I7bE8VIx-#48p;NQgWV5q>QS(BQSQi`fkfRGion!PuDf!e|c<)`acZ%u2N zc(Edu{4FYbyKKwk0 z7wK>Nfk_y)CNJH6jyHtET9?aJMN1-BCfb@Ife-(BPwcgHVa*jq*r;vp@bVH?R#FMN zfZjAXm8;e>%2R~}V2Vy}K6m18jUp?dh+DZxoEEEcdusDryy8vHZH+mq>u8p@^-SI0 z_5sQJQ!oE{3vb+?b4`m+MYF7Wyvz)4mw|E>FDY0wU1H5#=-pJH5cB#(ECj`15CmjY z2B?nKA8jiIs(PrdB=IzPcz($&aS`bX6>}O(S@q=_yE>!A+M@F_v&EKjPE-(UA(h&U zyH~Slep@-FFgtBs8{63IVe;)`J)EZ6U8Cj{E1}KeXx_Y81+GQ1TX|pfJ6sl%q?qfr zxl$(-+k6{$9qtLWQJpyV^?ny^bFGtega0o5mbjJtm&_mTQZ?~-O1cyvKJ}KiT@qVe z_jT>k#AQiYXU|j1Q@@(uL?4pT`botp-hU5L*rC3ofi7rf<}G&*QLRLMk|52xn|c3E z5lTg^tWj}kG}GHFu2m~Z^Nl762wAXN{$X2}Z5zz0N1w3aHIAPjakSAsg9YV@n`jqX z@lPfn6_bmHZ%QXwwdQ^VE@6D0BvM3{2I$wbX+lyoMN$ZGcOJQm2io#W_3^ST&9A5I z&$zlU0LjEmQcSEJ+_ocrz$77AnP9)|XzelM*57LtwWoYx-2rV3tLxdCwo+4pn6?E? zT6L3taJ$)6N1ZxsDp%Q|2W&*A8f{f(T`q-|6}H}KaJsD>PU~q3Yak z!}7upym-mYWVMwZ=_=B^T-=Ce%49`JS>M#uD(m@{eo&sq*mPpgk5RouenasV_mu}yd{D26ll8S;BJ%KRywqbLw zN}BK}ZjqU}bQ5vyhPA)MQDyKU$N5tCR-(lqseqWUG@uz$rR#!ENMF`Z_mA80uy)}6 zWj=Rp)_rm;cQLCb6J=c@+cTv3ja!?tH~e1YC)0?fC{?N!R!xYmVnWZzhDbLiW?t6@`o5(KGA%Lb>gtLWSB7j&4 zf)V+dFE&A_f|XfPpZS(mhUVE>MNajko~4V{-P*dg0BjXV7j@|h6m!@Q$a2`aMx`sa zUPtK&*=Z%sV~u1H2}FvNK|v4Vsvhd*p|L>kUZk*^8eF83GmX?-CN9OlS=%!cD%~fi z$x(U}VUc9!l!8dRKZVsPtZ_wGZjiOc%5Q0)CVhkKC>2bhY;CV%##1z`C;ZddWG#1O zLl#*JnKfXrO-5V6Ok+73sT4(X?({w-t31o49FuZn+nB5bu}xuv-nn=P#4`q zosi1N8pePe5HmH^CBkAa0FD z*S*%`?Wkkb1%f;+iClg^TJPt2qLSA6xfu-UOU-)u7H+|yz$6I@6%c%$I9W=lfz`3@B%mp>fSd5< z@uL?0MnoV>5lu=jY5=SJGPlnp~D!${A>vD1N9p3+x<5(<#8Ta-aL8N?U!r+ z{&IqsUD_zV@a!^LZ`&_uH?Br5Yyvsj zlLd)MMM+YlRMp+fT_Tx6^Tm|~f|I${Xu47wni=);sVyW--5qm5Gd;C|#=jB3vuu5G zVvUL_NfA+_@p_)W1+UlR+T(bhr}AC#kL<#iC*Chxh1F7AaN5V^r^joFgqfHK#K0CQ zwLlfP05c0*R&0tA>Uz^(x+%A}kpuOz!S<~XQCUngv=(lvYH4cw%by>xxVDH^7m&uG zExLY9%Pxa>ta7PlV)Z#Eo>0O?x>Akwa9{Mcx~f^`K6866!O~51W%+($n_KIP#|1}T zrXOy1Em{?WH4D%@EuR)h`y!t!lN8Df&9!B&`08ve%G{TxWXd#M$JSN-Dw82{RWF!E zu1M|cI+9gP5vaA?D6X<(1e>NHg-aPIK$=?4Xi3dBtz?L@sk;f94#|lS?3+T!Pb33?*0}OBhSTUQX3C(%$7Z|#FR+)W|8L3fif;B| z`mlMf>xx8R19f~hiu`zl|*9=yMrXC=uM2WZ<;1R@_tE_aD1`R6RbPZEUgkFA}#? zAKuq~Cg_cyDjy%HpqY7QcX=1Lry?qSd?kc-Ba6|Yx zI4VoDM2lo)Rt1^nsqF3eH)q5WKyzQY16e*IzRe_|?wjIS5iu#0=c;)VhuAafXGqe% zhQB_u9XF9@#GJyCH0usKj`xZ$CW!g z&uzW5*b7JY_RczM9MAW=j(EOp`w@-LoyWI^qWpP^Tk|hMs=d2U8gj|kQx@UU(6-VT zN)l8Y`@N+sU!_yD_Q2b8@l%tDVmiW zxr7u<$TChr>qNnZmyEK^f{td{aDQMwV}vM6T8T@TglTP!db~V-2e>SzttrUkhE1NB zk5NUK-pYO{-d&<0n#lWYmxI!pNtSeMZI)zj_uNW$LG(Jb;+#v+-0s>|c2cV*XV%k- ziLq$>3w$RwnK!g8c`Ng>68k-x?en(e6&sJ|JQatx5to-P*iKpY-hqO0aj2` zz1y*2p7G35D?Js{t9hlxcX0G|WBcDka}Y}x+Nf=0jw_yjIHPv2vKE`9j(eD=6D2Mw zN-!D;oqMa7t$%r8?YjM)uHU!Ek1i=KW&(+)S z?|5VPgL87MUIJ|DCbE?sv)TNg*gyfQvc+}swn%Q>AO z2BX!&k$x=oMJSf4P+F9)^|;%eq3@4&Zfx35Qzr!rtznB#(s>p1$p?;}pY ztU*P&Cc~WnldJ?$vw4k=$FoCg1^gP%FK9>h4?uH%MMT%%E6-y`PmXIs(l@xK@GLQN z@2yK9Gphs&bv?#Mn}45j6a3`(V76x4wmm1!%(OMjCOVB|1Z(W}2e&Ax*>t%}2j`2I0_6K@Qe zmdnN^1C?4W0nh*-6D%s4nq@5)iCP6$Z2$muZJYs6yxLY}V@VaNnh$J7gir&3s&xPm zP7dAV*sLb6_h+cQ9$UMA{nImo;SofbVB1(tW(qyqSv9rZ7ew@02ow>{#i@aAXsmEYnR?;-f9r%iFztN8orLKs_LT6<#y9K zYYS5q{4iHdBp@QHFcnSC_R=w|9N0%c^j^85ja$^4h^c?xkF$^_Zf5mHvORHplrdVC=6Z zd^z6?vElWJ6}PjFfJ&dXJAcJ~pA~KG^2VZ@7pu-FG(Odg}B27<1|eMSQ(ueSa2{e7G9e!nmK zb_~}%AN_f&xJp(#rf3lEn-SyVyftW)ilpk0iWL@kg^$-!phEBIZDK}^&DX7IeDF9% ziA=m!^O41{z4hlYFtRSwj2F&ZZEJk}h`-?0`ju5EZ1PKu*Bmet{Y}s7G3WL5epFm9 z<}$8YQ@8xE`?M+OdfC)lJz|r)950W; zFF%&=-+h0gwmAQgYlr=??XU0cf7dnoytWvQsh(jg1kd+>S}#8L!n|%*+*7NyOYv*T zsTVjJ>)hIp+iQ>eA3nCX{(n4ud$uoTZAWY+iDT*Qm+#;Ak2m-A*EVCWkyQk{=(`}T(z;cP+SUule>Z5xV&er30yV1X1tjdpGxA#ZizESq)dQM!@oca>$ zwr+oRb!YQ}BfC!KBV$y%9qVQfKoVbg8Rux4_hbAEO4W|Mznn*VFmf)N>uRXJ{qn5) zc+4ZLtj{lx+aI9+@-pP*l1O>n{P}I0ho#p4{@)+eGwqzkN|U1MRL%da_t*W_6Flcu zCRw>cA@kRb*AgbXS64*tXWmzxTYKw1xBV#p_7?tpOdsPd9lJf1iy{+k$%^I949Hml0lN zMJ$b_5mx!VyNSz6t=vq+CNaFx#LszO_^sShKAL@WnV4nk*T4K0Jiq@^+mA0_eh|N0 zbzIlLA9S70s9lj5~V_jS5{PpkrxRVm^zuU+6om%qstS#Fm z_We-zx0idl96#UsTE}l2AM^e4&|Pl1@~SFVI{JDoOSRlG_8@@K^lJ8W-Yd6(TwCZj z*^VYp&ySe@&hyWbA1OZeh<%8-%-6c<2E_Zyhwc7V8>|0CwjWk6R?EhvD^yJOm#|~N zPW+42Kfpc~AB?}}7S(=c{o&ikf2aQ{-@dG#AI~M{%RalV_w(<*H}$ShX9H&~N?E#y));PwLECTEB zb!*zZFK&zNdO17zZC9)M@sl4Y^^nY=`(L|NV-u)Zc0U zDm7pH*Db!qTXr#dsj$4}dlxa$<=go3^6nHPSh=0C_bKb{{J zwaLv}Td{JUUmO4M`t84Mc|Gj<*cgsjn$Z;9srPT^;>Yz9E%q;ssq#aQ$2?y1w|k|w z@1tpd>^`sc@=^b^wm;o!?P}lO`}@&w4+ zv`y}7j#}|`|GO{W>%aUj|05pyBfr|&cKWTU#mCvIuiIU&$2V7d0N2*HTj-TG{_-XD zr+&k)>vFv+HPWdq>S@f>!ZoFdA935`n^YgeLN@M{(PT#+`r)KkE|_^ zzP)AR6~ET{c;TPE-D=4-{s|pzsBvgAN|YE|5$Ts$>Ck;Yl5=%ww=2_pYOovtem3+tNRoD$Hk9rdu&I_ zzLjo^RzV5Ter~t(*h;6(H=EB`m~015*^b`3P7ejJ3gt4Bj-d_9p zrGHsp`MmlV`$}D!WywRf19$tvIM2VHI$WAPdgc9%ZTrWN`9I>jx&G6&;i>(&@9_U} zykjp|L@;J!8Eh_`%YVDi6Nqi=U!K=>#&i2>==r9y&EpvT$ZYZvI7h~nGJpNM<#TfO z>0idaT_@yczw=M=tr>4!v)0@55x&dqHO;^B`#i6k-gbMb>C9d97HPNR|Fb4UzQA5a zVR=qF&-L7o|GT{X`BuO0?Rnun1)JVH+sFJ%J9-Ip@fMBI!g}5Btv<%JpiRtIL`sS= zkv~=U)t_I!>_aRo{QUa+_hHw1afWGtalYP+r9b~_ueX2qL;lkyzjgkC1o4LU9qpo& z)^9UEokCVsYXs6Z@A&X)_ms!W{$}$$pE6(f^H^U$j;HH%-r9!+EUQPc;MfTnq`FuQj z@Av(fbNa_g-mHB~$JsyPHe<8rihmq2P!CGl*Ij?rbNTt#O`p-*eYP`j{$iBp{(Efx zhqwOqzE-U>^1OP+t*P`rY%qx(AFIv;mj%$VuTU%rXAG5%sN znrg(h#bf-B_R^-@qF!E4kA>pwcV-{uPW$%pv}61y?*>C8BSGtw&a(4s0H)Wti~Csl zcx>)cqBat1~@`H_QQ{9|J*I#-*f36#~&84+r#ra<_%x|%~QYTio@zfay{cb zx#@q6+=$IxybqBP=UQitZ@e|{xG_vZt736P%+YImJ?!IPeq-te8!z4rihbU~K3}8Yr-pq!}R4P-! zf@NrGu~Z15AxIYjWtq2rkIwDrK@^qbml4$GE7A}J~q)5Zd7G24r#Pu(KJbrms zPk;Mjy2&qB?gLl11~qMJ1KE&JE!|3$L052hRmqGsvns`8+vFr!k!IG^)HD-Ov-J() zNT6oZ(!#9BSWWgWp5jW)EED>wD5fmXax|6-sD~8#6mG7X4V^e54b8rAb?Aj2tPUT z1_)7Mq+Uv@eg19T#1mVxt6@!J2uiexDaBGWpe_;2)T9zRj6jZ(=OJGbGQnh{>{&8J z63?xDo0+CEN>e8;Y#gs6dA=>SVrilv}l661Bl)=-h+tJR7MiIem0Tda6g6p;m=pK=ElUO&HoAd{*kJxz7K zly50kr3;3T46Aa}XA&&3$f)v9+G?y%<6}`mvsTV2>-2hP`CN=}HrJ!Fk*1*5#jk<; zC$BMEse~#HWl0-g0t+BeO8qox{`_(m^w$$8eLw7Jatt)%@%;GtdS&MAd@}dv7nnTn z@tCt!Q$aIRNu?tgnZuFF6qY0u;($wnUf(KZ+N7?wZ(0I^H9{{TsJ)cSAflp1 z2c5LFEkM1O+-D@=Tx~8|_4{^Pl98Qsb8Bj%^~}pBTUiOS1T3>OD;RhV1rH3<>LO*0 zUfri3dU{Xw5~L{<)W?RO@iBrr-B>t!9DQ+u;+%$5NmUwxHJBob+%$7}jdL}qE;xppaidA_5@4vS(5(R<3g>OIRSZAxBVL#uRcr6m=;gC%n?(rbxI z*UhEc7HZ+X(Qk!naw%JZUV)miu8_)H1WGN?ytb&GbO@RpaIe(Ndf%a2mDM6!ZB#NP zn|`}4sTkIse&B`M{ru9`w_fiO-h@i)1}iCJgrkLcQ~HJsUn?^cVp|(IDP@vPqOmJ6 zDWml3`e>4+5qWa{F6-RZ#ShuOWB#50zq=#4q6-k*+a0r&1ckC^{{ptFFpiQ&DP!l!*NCWUi=`Q(|g4 z$^y6KT&1=-y6R5&qKYilaa&-DvH7N=tm$s3tv-oJnL&WL zQB90-RDN6QAXfDg+avMFdh6yzW`zLKOuSM?2&^I)pZr=P0gBMTSE6NB%q>-z%%zO3 zGUL^CE3YJ;xlFL#Ozg7wgXt!?hzH~i42h#^moBPGDHKtE6PJ_Btze9hIpN_VTerRJ zOjbcfM65}Zzooybi2L?qKJGYg=-13UJ`~VXYRUN6s$T4+%gecfgmg?!l_o@1s)VZ- zC>5QRk%ooHzOW%&7sr}rfRz@dsuHDAn{%HrLRbQ+4bloo>A{&=OEMI21GHR#>dXgE z)hGjYW7j0sjM5Ts6tDQ?Ljw6pSZwIt!j;Yv(1jWZ#d4V?R%A-10!0xv0sRMHl?c(| zidte@QFe8Me{L8krIDs(V$4G;Yp7r$rZQdC41-Y+x7(isQx80YgL0-Va3b^ z_nrL!mu4Vo0jF3xGv=l=6tMCW_X;ytXsVQ0x`wIH#8d)gR87a`?5_8coN@L!e02Jl z*BdN8p`;_n)XbYt2cu-IVr494lltO%8|`PP2}PO0sa!4pcEzk|H9k*EQHat=Ngx0z z1#|&fT3R8N#;lqtu{5FLrluzF8K3G^t}G^1G(;Atj)bB_D+B=)n30fAzcKQYLnUHj zDxyyDLM!=vX$jy&K^!){HNh?Fq05laTwQfeC`8PnF(Rvo6c+~Gg)B~pkQXFMmNKC* zQ!!2JR5)(nj&kBs+gxrcog{3O25aPSl~5xDtWWA)T~V z%FHm5Ni$t*h9;Us(^4r#nZ3N5sH<#_LJiiUd8yv#d8jJmnqx`2`%Y~vp@Yf-RJm=1 zTx&sP_SYp9Jggk{UCMnOU`3Qs)m=8DduUPHTB4QetqQ0@#E3)&(^u;$r(^C&lU=J& zbZZ|~P>7%;M3=TyEDjv`b-4sJDk(}cIw;ko&(zPQi5Xy+MIdf$mH zrHsll>ry>dDbCgkvMOGh!5j^dQi~?G!@9~65?PYvPBSl!oKf2*=rSp_)XTM|Be+6t zqS2)(7zQnom7aO|YuRLZ5iOhhZ0>(aJ2g==d?EsazJq%2vIo>M7?CFMj% z+3!9(eLY5;SMSEmTI{}!0Qpo1(8N5w5n8gTT)`Dq<(e|?+Pqk2Z1s7e!^IZdOMA(- zWp0AqXv)+YYV#$@LWESB%Hgt;h>Fnvtg0%lSTQRM1*)#x zl_1tdU*cb$ToL%Gyk7!*j=6$CTTt zJR54KNfEV!t;c_^s>FgO2~Qx!OCNH88bKq17@TDmhkp5hf|RMcAYq+_kCdG25N##| zuM&s?vdq#sMNU*Xq?3hg3~N&}3!m*EgK3H+g<_Ud-Bld`AuMC1q|u5>^k9$Tsw6_C zDttFx9h)Y7)nT$l39Iq@Wna=eq>dOZr`SFE7eDE6Ff-iYqVDvK9xE@dXeDZCj+mO! z3@(BEwp_HG;Ouy5Y-2^`uMWDGU{FIi8zEIuQ9v5X1k!qHi3_~1(NvqLsw5U!lnjw3 zLy?9mih`eqDgl&F*B3w9=S5~pgi+L;4XEXqYD=X|LMlZpno5>*MFLb7i&AIVA#8ai z*6LD$5uk7DHu@AQ=Hv{ljXrRM;9yjYc7v)HSvZzJ(o2t2{?SE0}NJRx)S>cXU8YY6>q(z9xa@wks+m z60(-aA0PG3!wfrT8P=_-H5=iN`MtS#8dn4j2KVwF5S@P+>O5?8p_Q(b5TGsg z{f!Qo-)E#g)65>5{Oo72j?1->M?YWpE3H4P=Ve(dDexl8oxM_H%%{b!@N}-jM?1kmfh)1Sa$dMD z8JAX?HR>mMfT4#%(O+f(v`*5lZ!nKA2n$N3ee)`GsYnW+2HoRJ^I{s%=UA(9jD5u{|4rmV(Xo~OOWGrF^ma5pTn>I4X9I=|;M(IrHTURjFhpANT zK`d$-2{zWw63F}d4^ozSuY3`I_2ZQM*O>1X?NizSVQB#)RkI^k5m6*a$mej1B6SPu zim|NI0Hl;QvRjyd(w0wRj$s`|Z}`G8 z)&upi4eRSx_G4Y&(JnhWC}TcHr5*Qm4#_Yoz*1jwp#PKTKal@1vQU@e;S#3NsvJ(AKx|EiF?G(q&O& zs+}gYgjwNg{A479RnXF;B*Vju-39MHsb(Z86$+459z%D9SSu%j z%DED&q}P`Ghs^Ja51N!{LaGT5#o0d(-Z`&qR25TEr6SQZCD&R8c4-@oQ7?M`$Oxs7 z^Aif^yf}aR>)T&FN_C4pdVBANUDDjnKOs%An{I`G3~O096^Cgxg$P?WvcYz>1J_># zs)R-XA(e_0MP(OPRaV5nimsRTr+4}ARNbu6ioG(yN?}C{wJ&0?q9g0)s;P4K_M2bd zg#?}TX{)IcEJxkdo}p`~O92yg1oo*bzD0gezB3c0!(PL_glt(4FGXI&1x<*kWs`Zf z79}H->88|5Lso@SU6UCg1)|clwkG|}MiZ5lk|9Ors&h*F+%BJ`25c#S7{pbZR?-TN zWyb#>Pye#rSh8$cf=eE%x&e?zGxzhjc_VK{MmFjX>i@r@I@O5Gtc-~JIPPv{B!RuR zs)(#=z@yOSAUQw+P!(Bg&eEpZy(56Ri_WKu4zi^wZO}|Ue*l8ksKx@(PzuOd`x8sp z{GxgZ{;c?9KENALqRqOSiI`L&MO0M`)(kS1l&Fd>l|P~A>T1o=WK~KPE3ZEvvDJ3^ zWdRgjurmc=1s0{bc!>a2l4X!bE?~hZ&9pV&T@q5{SSJ@$thFV!mQ_3@1}WZBg(yK& zY^o!bO9d*%dJb68nv4dg*$}nzjdX2k@WIisVATXg4whkxuk?s&x7b5SVHt&xGNT~# z<zG~C6aswzCgy-9lu|6U@X6?DQWUA0QZ9O4Rdl20+aXL=rc`@g{dtoASa`r|l1 z|9bhhwOI52H2w=D1W8QMX!w&xskv02C|VH_g<5K*SfPoiIz(Ho#7YRvG(ZwCm2Qfr zP&BXCOaI&i0!+=U!=#!hvk8@gq$eQ-3v&TU!a^3b30@>ile#419yYA1=2YFiw}gP&7YkxXp{7ThAfoDaD%6A+Qz_ z=j9?=R;fh>%0y`*E^+UonG`o%T6Ibaiu(OMbT3sgAFh$d+A}L2+w{fDLq#U~V-7zr zUt?T&{2za!LefAZlSq;L*uD)rdj5Am()lvl*LnH5Z@*ps*do@75=N?NN%Q9LV~w;~ z4b8$O1R<*QaV`C6pV}U`-1YuneMuU2x2+*-Gwl_5uKNJmXa-e{r^>FQIR$z0$Y$q- zmukFB)N!P)&bY1h)9MEv8?te&0->rlX4=Qe7co_|A=XFUnfg%QjoU zirOA{^W$GMF0_C5%cJ*1uZ7QZBFfLw^r7v=+8_?I*5?vjNLo`UYAq>tveuhSXe@~b zfO4xovTd-{?go{6r!IY~8gcF(j$bFVgzDljQKgKt}36UHkN-&wprCKaohtxvR ze8|{jT#)~v;$AjnRKG?YNj;A>ZdWITL_$eLJSTQ5?rTxn*2G9{hOG;Wc`B*osycI( z>dmOa*7CC#Em8>czV(*O71OJdIYrC65ACsyxs-U^cfSmXP=%zCs?2#DUtToxY!*+n znJ(cnh1HAbAuUQ4WD|BCjq9WQsgV(Pr!%!G*W!vZ+6EUXg*EZg6A@7#7Zwy~B7{g# z#Eip7J40I$s;XUBR;K9<*r_&6r#9(sVshM(GgkR#%`dc#Q0f#rvyRHY6G)X5(Pz%4 zqF09fzv(Fan(Z%TZwlk;IA7Nx&AX2f9xG-t)&N|^OH(RIDgDzbUII!kW)+0iMYSxl zA%@wMidaqj@>i9{p$(?hWcEBv={j56W++XbdC;JQnD&+zX=xTx+X`Ot z?6wvwD{?_9T(nc&_%nr$Zr(1?0PA1{bHPUCN{FHvhKoSg^c0?{EK#bLcSbp?=~@OD z%r59RunAAo(KMFXn5N-aMd62`K|YLactc7?sRe^=-XS*j%l!+>^Cc3h%FGF1r8W*|{y zPAFTVKk<#qC6H3$+@Xsq=p8bOj=31wWfUYt3#I`2CR+!0v<+}6Fix$do+*fw@?r4j zn+ys?i^{C${1GPRVpb&(7cQZguwt$wa;~DNsJZ~fL@AYcdRD z7OH6VG{ZiH93l+J$+%S@We0W$5~|orwv@XH$pl$kloBA)9%17my_NK{w7S{+ zon%&qK&+7@X=ZJCl_4Y?;gU{KG?OQZuE52T43a`)N>478QdchJ3U@_^UhMo&U?VU! z#4bx)^w5jk=4%&7gc2&Vb=`C{i}1*DWou?K}}kzh?t{_8FW*EbM3}9OsKF7KaajiaY?dDd`*Jv%#j)o!^6VIS|grWpPp&|fuh930m(AK}M`AGx-!9%1y zucu{ew7pU%O0rjI%`S!rSN>FOu4S44G+CTPO``}xPh!CiwZ0UA^3tkMD|y}ugklAp zei93+QVn8C&6Nb%_fuNeOeI7_K|?hu+Y3X`rA#sx5~{6q&_19Oa#jhlgbf<>X)+6- zb#{;PT*|@>5&uco=P0M883jNYkFBYykjcmZm&PaAWbGmSgC)gsJ{(bS;%J98w3LhB zsD`!eyN_A?b}m2xil~UuiX{Ts#E%SL(W7XhnKhR_B;%rFC1ZwglevXj@U|%}%M}1i zO9aB%Y84hGL`up$@`?E?m*PyYN`zi0n&xwQ7gw~6j`|r%jT!M57cuU%`s;v?eYiJ@{vSl(WY3f2~s*waknF)t&#s&Sb=AD%l+`y=8wJLu+EwV*>z1OFzVTc%SMJ0G92)-w6L z__S%C`?lw6@_Z>Vqf`oyT#qpIf!;5BBuuz>|}j=~Wl0!olpImRcE|03;ztrP_xw8y1mO2ic@wy7k+qNaoNqRkA`ThQ<2h zTGw^G@&>z}UST!Xx_z&4ikg%NAewL&OQ}i7pPPsxwKq*Sh^2t0LJ?7MRZT@H%IeX! zUfYG6%3PL7oh4CiXPCR1GZ7?e1y*YGi54`buvKM)HYrvd!RNPE3IzrsvnX$m@9r6d}zN_2|;wVEJ0+%b>fn`2vH@$%+2LI&xc>V`^r{+rLfG#yly+KU1+pwf6S*YLQm0yKQOfW%?zoEn@wHlxF^8SAmK0@f-P?8O zciO4xP_gbJ_sLnxyA`{Zw=(lS2<|5)OQn%AY=G@Jclz{JnTtEsb=1BJ)u$Zyk^FdwTy5OAq6!)LFDY>np#lFzmz81=bk+Eg|?lxqn+~k z3a8q{q7=3mT1y1__Rs6Suk*n=Ez0B}`3JRK&mU>Ie8E`WPBcvyRgcLenUJL}5JfSH zs2568c0vRI7Lmg2c1%!8CB3BKS)9?KRY@X+v?w;Hn4-$G!3A1m5=%r>nyHock`hT! zKm(;TMbi1)sLW?YOaf9fr2UeMEMPu6LXjiRG4mWG5{dsOo z(L#WS*PBEzmPkFPGXmAs*egZpjt$JS7F%Y6toVd0tEsuUnjk6(iEI1Zq!O~SKaN&S zo9kIH{k&aCnI$rc^*e8`R9!Wbf(_&yuRD3enoM zA6!v0QY#c{UBw!tyRF9~BCUxdk;!e;fB5+D_PeqxQ0Qo_|)8g_xI=(yD5 zdQrW+EYtLJIb`=Z?A1}HM7i{Yp4C*%c+3T&#IDT?s)OsTY~X6=@ZkR3V|Wt_#kWC^olu2RfO zQnM?YX&cr>e>Ei$Q9n?s6)p-vyIhH=JZ2rm5;SO2msmVwHWnnSEJ$S*f@zG(ih!QV zspSGO>>8zzAKUnd^ZPs>Tz~iRU%LO-6`!`s6$PYeNSk9DD@|0%p4qD!87c*o z>8S#RRzMC^ioA$76EUF{gvw`hHVjJ+;aXgonQ1z^`&NS~-(|IDfUMNWE_4e>eKHG6 z^o=q???Q9Fkl#%SE>U)e2%d*CW_@BcRjcYTJ9&|=fr|P()0xc+(C3c&?5I_5uua(| z8#T!!EBlkb(&F<_~_gscFj*rRAu4QT2ZgLni@8hf&(q- z5E*dI3fo`XxQw`{m zZCGnELc&JMEp;jyoj?yAS4_io@uB&fpg}FrR<$m_sv-JrTbKSatrqt1!!G|^!n3mc zBIvQ7*IeU&8aCz`u!}>H^i>km+Hy$~6?Xy@MO8&{yiF_5N4uZ(vCov<`pKn_e!89I z%G4566e3t#JI&0!F)KMk=sL8I8b=ihYSzf75fVF2j2Dwz!!|2V+n1c<woFBm&5gO75RApqr&{@|pUyuro{oTxSMF*8NvBHA%BbN zq)SsM*PQp2n?PM$l&X+Gp-NTRsYvNss|r<+NbX1eb zQTN1N^jL3ezH+@c5id&83Pwp008L&rm&D0=EW6Swh0U$zDWXl)rL;@UgM?0BRe9g+u}d zLLsK3D|PndEFmnp5Q$_>LBZX`&CkWAeIcML?12S}1|%&D!AcMsCD#U7II}_$s=n35 zs%ztaOIAWAg6e>yAi!{6p)*gYw|?n*Ll{ozs&4LzTIZ_NW?e1kT=hVEmX;dUBnmcZ z_2M3^SW(E#B}g?@Z&p%CFogwiktx-ny4F?NU7b*&Ike}RhpmoRb-E-PQ zpugNLNt?RXvjyPgqq)@id&FMWk%cI($sjOWNrqHG45hY;qTS?n)+tILr3`#h$D??< z;2HT6#6qNG2|{YcNdnD0H=s#%53^)x^CG0C*0b~nSfz%PvWhTBF$)G&1Kr7$3oP*z zDPRXqlfC3#bpc)sf29ccd&xt`iLOtg1PTy^IZe~xpASbQoCq?>rAR2!td)2$m2fF* zr6vNmq*PU$D0lCzRmx*kj|iUNP(oZvF&kr4<=&e%8p7h>GB&faEVTfrLXqNgq^iie z_fM^_YH9sYAA;TTv#l?u=B9~NebE#k6I!rQ@*}duHWC?XtnT?~J^$6lN7{Xnjjvc% z5w;!@B~g;q9E5POlCt3W<}`mX>9ja%&8QN!xa{eiSQgo6R_sMpgZuldRq*TY(@x$m znoawhG*h%Si&ZKK0O=|hB4C%4b_7J4)iL61Im@~LRzSfDZnA`AZpO$NLLhqz54KOp zr?}s-vT|k9X#-Hn;?8~pbU|063DfApRQV9<5?SuiRKzUkQ8uYu(WSaGs-M+TQ}n%o zFaIK*j&s)D*ZKARXwK8r`>XB`iv=C<*9rx~EGqAc)~$6H@^>*%Q$^9bK3txZc>wTcmS39D$e+Uk!h zUCTy6&N>}sTEzY=fKoTNODnWotX(`jzf}aK&;3v7F!GtJWs+Cd0S!J{H0l-^gv zZeY@)WQ{l~_tZFs-66WLggj2e+M zL#>+n=9}mdrs3P=d`X5%NnJL*Q4U6G`@8vnV``5Yh9$UHt<7U=RmoPc1x!ekF$~d_ zd0CJ`xrFmjp-Gk+`Cj@#n+o;5QCF_ar62BzE^W~FsKc?hB$mzXnI!Hej>`00zCvQ` zYx<;SxSdkvL*zPj+vqb*RBYH2i!!Xrj=eTGQB%2RGA$?`&S$J3A}CUBt68ZB{oCrH z%$Tjn&hwkc#N}YinDg*jgEHW`W2&-UU-gfT>|jA4FlCeKsGpZ#e6$iIBg&YmXZaaF z+ID@pfqkAY0yRCmspRGKqMgw)6tb>ZH;*;+=NW@p-6t4|DG=v?xy@U#TRU-`1Zu5V zL(=A)myA}~RTfB8keXoqgZ@jlFEg#CY1k>_vD!Ii$rt5S^hdnhkN$Sq+gtpRSt7Tb zRkfPUCsb5%dB{kW9g7;ESpn!#`eWqZW;{F}O+B&9zFY6o|9bq)7N?a^wyA?qk$mE_ zP-P+pR8>B2b*S}PQ;;<_U%L5Iz=;du<-MZ}oZkJkN)mw=c)bIM4en zZWCPGjE5Fm2n-aNhAz#^1frm%FdXQ5u{CvRSKSg9v{8Mnl9&DF+INke_Z1&fWW7wi zn7>0ogu+W|5`|XY0uM`Eid3CL)(|Ybh7ozTcDAv+RViXg9af>9o^zw3&a)21E}%%0 zDJ4QjLh>0WN%6(9?rtUtge$YS5@NPhJ5~r?Z8Ocuvk-~-u%V$$X@Vzv2he8r(MRiF zhkljiZ9ny3lypJ8-4UHwbq!d6L8-JH(cf5=2 z(yp8gVNz&KTCXVBT5uu7WOUD91sl7-|MvZ3oiPtqDchzUM2jiM!?+D=qsj6*bAIB4 z)rc?G=C0=_?{|5az1-Lvudj7JG$Z#9FLYK=&hWZiTvk&{$SE2q+eUf>D(rvWp%SrX~oH2~|rpil>G|p|mf^J?D$#cAaC!d1y+x*VeTht0d2a zQpyX-Dz6d+lx&J5)Uzo(F^MT`LV+6mdMqIHlauFX2tz2Xl&ch(gM6<~hZ@>ZOn(6g^dbDwj;hvQAZ2Sp{oxbx2pInaXq# zXrnZk5i{^GdANV6jEPl(Y#@-z@Vc$WDlai=B$s5Wv3upLG?y1gbV=x0fh%4lRceZ@ zl=CTZr&f;8`*$2fwkB@etv(vwyB=pRg4CAqC?d15n#f^kMinwk2}?H&rHZZ61WZ*` zD42$mwUS*+jM}TuY!H)6XE)WXIicnPuq2iTPF?n>m|ARbqk08(jjk8A1r-Rv0+r%; zRxY2-KteMnGbEZQwRnD>+P!T`(Lm1mKnWs;|Ao1<)YVi8Wl5eDj+s1Nr2y(DB*hYF z<4KYtKoW@nWmiX8)H=bx8vjmFV2AuSsmg+t zYB8yRq?oAMy2BCRVh9k;r72zdIgyPLP@_mT92@FF`FS7qvbmoJV@_@gr7EW&$#i{= zw^b-)?xq1JgRH@17}XJn}u-WEk`pS91d-WR;sNBcwK^=@VM zac!gPw{e}<@sA6C`8|{tl&WgoRJ)e<_Il=TY!Dx*q?(8ft&8J>coG5yaD|x!k(rxv zM=+vET|nJ6j}p!G?a>kjN!RJ^EX#f6JuzzQXak(HPAJ74YU`MoZujBGHdOlUfS+tf zJ*E zTWa-mBX^|vuh4iP7g+=$A|enu%rwPC)%x?t_oyDB6(!MTT4mE}!7T`@`-^C2RzRz( zZy3kY^Re2?QqhL1<0b9oY;iP+k$3xoZaO^VJh^vYTSRfcnl6Z{n~q`hb(Bu^W#MO4 zil)jGU6qn_t#7Tvlevl^bwH1mG70o^_1j^}XqpAGXS3={o3a`TfB@x4t&qa!&*Sf3 zcx(Pq8Ox7S%DN5YU*Gnho5}ok%dFQk=ZyPT`SwY}lptlNICPUNE2ehHqCf>efMi)w zsZ9h;N~BPfLMc_m+g^>7Ep>=?ffsv}ob%r`YEXTuuMU*?84AuvtUJ9P*UJNS&9alZ z+4kjceV-nW2P-g^T(bX%ECFVd6Sl`dH}IZ(EN1X+V(V3uF53{N zg<>U504dQ4(@H^hsmkT2s9(_Ze=$UEKhBr+$d~PqTm0Ye4Uky#j9R_JUD?J(+q;j| zcyQ6kOiu%F(AJH1dKhr+*9X(}(928ozwh^-!H`7Bb?KH&!)kI?l|Tt|O-Mum=<0E3 zsT7PXlEGM9~ojqb+hiG39 z+gelI)Hlc?7#m|U3nkX2IouYK=RF>5k4@&+$eq{k*I&=CZ}a}x{>>6hX^JqK2~^G0 zgNAgC)=~u}K+Kj)zYa~afI@nqi*@m`!s|cm*z}_x6ZcV%O@>^r%YHfb4-pzlB#IVg zVIxdz|M4o;fUw%P+L418p)gPSL%g(=&;%{1EHsRBjw!;K9^rY`!6UYMWoU>NXfPA+ zl?XlD)D@b-(xw>_LHBX>5yzv-s(Beoq&&6N59npeCG>?YP*J4TX8*ByE)B><+<=5Ym?rJ9hGV6kszrk|>BUyg!{O~Tl1=`AR@K4G^-N=%(H&!h zUkaJ$T!^Z5Y2Ge394A%*&XB+TSnt6f9C3BMbZJ==d8{~F^NWqG2{7+rIrG)} zP5V_0)V1n^x!h1}Am*Wk%k{Dg-dAAsZlNgF$(S&uuuRx{z5bl1*WFBBM6M@t)t*wK zcWKqIJQkQ5(O4?_N9b@U06s6APl&b2oK9GhGYxRlD_fSFpNCR!y)(!P`f=vZAj;oE z2J_0i6%UBWSZ#bf9#Q602q6Rn&j%0SplPa>crDG!qEv5&l{3}?A%cvCY9fc+Uca9y zqUzsPd|qt7;qqhOCU)#}id_}T2|xUjx8L-B+o0-a&M6|73!0wA^~*w}6h}!<$QfGf zq9KE%lvD^oNJ36ABEPAMGEf9I#0^SDGC%YQDKF>&(LosTPnbGdUJi zm4EUqGixPKb%_Q=F~|a-(#(f%Z3dxcQW7eq0#Vg;T;Ni2#z~xoyXkZ(s2uO})yI{M z%jVMAY<8P!b#DM#-_%h|FlycjEc`{g`bg?T>@h#L*qq%d6_w;d1tFCeV3?{sy$nk0 zsu0P_oSDFyl3~EmXDDz=sm9Pv7BtGBiCR@t3Qf99t_#+tym!4f5eYdiy1B?R(wj}F$CPlI)0Jq&RcVbIw#T2K@dThO zp%N&oYiGNV!cuQg%ZS1HtM;F!r|?ux9?3`7_;s`YbbhVmk-BIX)=Tb=b8TSgFGXWb z)l@TzgaMm;eZ)i@-RkyM_N5ZV)196#LYn+k{&!vf>T$HWjrprT9{3;+W}KH7TXSm3 z&?_I8!UpM(q#p31_ta~)$MR$PEQ-b^yhxL}Og&QU`sdfzi8woP)z@?V>NPulSHH*R z=`U?<_|Ugld{CV{kwP5G}gYZ?;qPoX5qY{ ztw4B3w>Bv=>1CzkeQ*2i@@2E@ht@H!s(<%%)A!BJ)BR{$X_K|TyHfalBsEFI%>VAJJsJ{PTVMm#^Rd+m_Mh&l^8F9tMV9IKKVVFKfuOcF5P+ep%a~ zH?7-eHK?|A_*x{V%Y9_r@>av^vh4En?dA7hZ)?NLvH$w>{kN~)CGqiSZ;pl z?cLe7O~uF3>(uc{-)lqr$J;HtO3ZB@Z;+nGG{ffm+ZDfGc;AjDeA&m#!~f~r|I_vS zhe}nK99xYq*uKrn?cT=g(yPy{edPMw(`$T{(TA4HJF79bELnP*#}Mf!W`1S6JZ9yz zFaFjbANu{{Z#!Q9X)wPXkFV$NBi|Ep==CA(%1uJHF{ZEca`acZ5?`Zzc|Ys2pW8#$ zht9_`M!O~69`yU|a$MaK+i_gh`cn8yX^fqAE|X|2M=OPhboXD5PhlQ4&tZ7IF2{@= zEv`Rv6?1DcY}C5UYTSq~j~A&mTh4()>(RBEN=CfvFJdE`oJP*h^_uaP`}McCZyYMy zCjK=FH-*02w z>KN-s*GGDsl!uNw?}GSKVM%zFIOpPD*AG{oj)%;P1f1^kJrDxfBEOn@%0n! z+u2w$^R7Oj5wj$(=c70Kj7`hZ);TqQUbAX``^=9~z*OWb#_Q4QNcg&9-QRZY63g1$ zE{}SB|M*MIEmw|?kGK4hU)uMV_EED{f1Pjn@n+0lw#V4wUF8SJw(NG~nI9WCYERkU zyFYHPc+2+se_ob~+S1EI#*$5_Tdmi%a~^~6DeI6Kt$d(b9obK_HJdJL%;urmL~cmt zEynF*V~u&0y&t>eVJ~z0^N;^s)=&2F<$m*n=jGDrZx8%u*LlBq+mG#- zkBcocwED;2@2OF#UT0et?vUH_15r~LXU zlJoPWsO$B|=lVALIodw0{z%9f|CHz7Kws#pw~ZF2P9 zBnPSX^6oFcZ@l`Km$TzDKvDNtQI+4XFLk@$ug6h0^7Xf0^}OVN`CTEwvE)`p$L^WA z+B%H2o&7jX>%1-UTjDTbri0wO&2eji+GbHRz{*Uaueh-~a6|-<$2P z*#36cOGW#_OS`X}C$4&S?DLe$Ieu@rt!Q_ib&+=6_C9~S{`SlI|9J0Bb(`Gow&my0 zeaP1j)7zQ1pFjKju%>BZmA@DcwEwo*YW<(@``gd|SiZntZvXh(fBR2g7DL{Dwg`Lu za=%_boADxBTQU=>pU%~^c`e)LTU_H+)-UVyl%HyMjgEPv-0nI;FJw1sy=lX7<>S|0 zAGTc(oj+{-V1_01aJ}R6%ZqlGxwgzUGtbcLEw}6UOSIcJw-*qm(>zg{(^h}KkH_bB zuXeUB(#Pj^d%u2t`=hCz(sp$-=mrzvSBTv{q-!&vp0}v-&+7{fo+9_OmT%9Dj9&phUhcW1IK*{h$8V#V;${ zfzNEecRwz3;E(agRvZ8R8n2i2gYokadD!h?t?_;99;-edhq~QfoAz_n53GNQ@^Q-G z4RPTvYsC1Hzmzso$>kHs(6)USA-$ zOO($0vMkYc$iBDr(rztNkM~=iqoR?n8v6s=-!w0{i$`zmw)(h_v46YW-nYno`Fpkq z*#xi7E)mz0NuJ$5Uj6ZcH7FvU`fa~UyZ+p+pS}t5?c@Er-&d_iyH;RZ9P^O)^hWI( z74Lm=R2ed(n|`_YkXYwC`yYoM<=MPca>=U8z}L6i&&T?FFy?4!w!5D7I7haBjK5F6 zlGajRjdF*pDBkvMe|%^A4ExNACfDG25D)vu*)m)}wyH~EgxlR7Z~w1@1D?%x z8+wjFMw-lMV=4@a4;&tX0))lc=UB%CR^StIc&DEa^yMI0m;?z_$s1m38KQmhB4#zQ&hHt;|`YQi{fUU zynMpZ`ZM-`ct&B%wG>6lQ?N;a0@PAD1rJ$C3P?(lLM25@b7}}ns*La|WuerNi<4UJ zt=dMpQAV4P`phZ<5F|_Rq>%qfPS&kc`Z?#ENu){3b5W$Er~-%-1=EC79f?XXA%Fmu zS!e1x+h$co&>$jcfG*Tpvpza@$MMXWtCmT+o;8YRmVmD6o0HCF@XB8q9TsL(qFjk>MfBuc+4(RGZMG0UBu8Cvs*e)09$)*s0~ zqW;1Z;9>shc!*}oKY%%LH2BOqnFcZSDjsWI&{?zekv$+xD*haP>0y{=e*?EhiW*o98;xA%C?J%FckWeI#~k=!FOBNT16JlVuUtr zU9Q9R-aW<2w8~QjR!pHaaj2?FHD(#)IXz;zheAYx@>JeYn21VebrB<;{F@UB+Bvxi zR5B{FD$BvvD%Ph`i!Qkoe_TyN>ME2Dx0#=A@K;e^YE>$l@DM4H zkJL&)C_)hh;lNQzXt~mP+WDj9sVL3;_l~ZDP(Kv{6xfkM^P5Y$W)5U|gAQn^m=0DF z>&cZ4g*241|BNQV6>wjTYiPFSYtuLvo5U&ahXmKm~R_Ax%Hp z%dH|}PC~cM#MMhI@|-dANg@ORCgn_-!EO){QwsvsAj*)cIEQYcW+e#{DxjT9+UJLk z)D}Y_u$oQKhrevwVxD`R3=$_tqJ&~8*5|r62-4k}$Sv5hz)C(K>$qY^ib}_{ecJi^FF6nLZX!2t203Qm z=cZnMO(B;~F$$J84!2?P;AAE#BIryXQ~Mcqn^2XEH4`~QQ@4J-_HmleS~!<@8c>|9 zVzuyJW*!=ck}5Qx?fjIuuh+Mu$q^Uo)lzFcSZDWpDOyk>+7?x`{mptemwkuy>9%x;J0JgCbWJvyi7?GGxTy_R)CMBzq3MifJUzt!XDDluQrA8YG+ z#(3<&{Jc$7?{cwrBa;!pq35I5@Kp}tZphN8XDa6XWtVw;Ic6)? z1{LH6amIy$aW!s&L>r|sMS`UnsRbbfMJW=DN(d#!C3U0sQ|)sd4_ewqE`0Ez~HI2OFbO1@BhW>!>65e8#Q zWgh6;)B86p;$Lq7GMdg+;ZQ4GJ$o(EOYPs?tUY76q{~ z4yk3PWD*t1!nyQt*PEzQCR0JO%2-`$^BRrj=f#Hq1dLe;o!8~NDGMdTLKG$_k`RJny4q&n&fTM=cGj#@*Ycb$>Th^B&r^6b5ozF%a?8l} z%NYYDL+IJ+1UYJz&yU2u>{K6U!w4Ewa&C%{G)uH)T4t-|8u{~aE{dpc?3grz${*s~T1)K~2;%e^mgUwAZ3&y<-J38%@((ocDgdNh$mo_UIWt*ICbNXKpBdjbbx$^MB+Q(Qx&QzDj#8koiWyR69OW`Yfr}ZS z6{}@+_EU1NGYV(|aIOrlGzv_CCm)VL5K^@gqkl2!2xB_RCOu2SAnR_LN*cYBy%76e zOfgX_lB;rfGtn?zfxh7Q$bCvgYvCQ(i6--!dVD;DR12PPQ94OTgh>1WVS?2|9uE3v%9PMn zrGN+-A}j)>VoMMOq_&bHKM<8w(H!P*xNB?X1~HNdVo8;N)BsOZBLPnlssUJvqX0dJ z0u&%40jP-DvPD@Gc03R6=|#142pip<)`|i#s8?OiW5H8g07+7$o}|)ZPH=49b)4~e z#xkJ+Yp$uPssa_#ijs%u4#NnKKQX(aqEcnCst)@yn8l<3LwciFbu6-Zu{2`{PA zO6U36nNY0^)mN`X4T(faCp-M$Z=~?qbrQcSzNvyd_?$?rf7n>qS!vtHcDe@5(1)jvBifkgS zBr9W+$-0}KqXnon&x&DjTW&=do1h?|C=|p}k>I%)<2=TP@G~=8_6xn2=JLfZ0|1Xlkd4L2I8< zZmSP#0#jI9;i>Qc6sORa5A?J;v0Ch}QH$FGM3KUE0Ya#i!rLiIvH1kXK}i$PQp8j*(S2< z*(^&EE_9`oJW7q^vH~cQ32H+56*^ReItnFr!T_s>c@qeQGni?FAvk&5w8NU|xwXA% zF5Dts7ux(j)RVQJEVkZnR~t6hcQ$Vq^V=#vt5l}?A(8{{(<&t^mx-5@fs$HPG>Dev zY%@6@-LmQWAD5RGAMG*ZgcQ_@ms6#(Zm%oU*ZZiTUzc3XWOHzU^QmeNMKsc?X|zXk zS8=IPaHM#cR+G2=j+;hO&qz6s+j+W5&T$yHFM9-I)|<;eT`Wy&;^3M*PpFz51p_9t z*jh>~Q-KNKp}xYIcMl3B&D5>fYMCwvA9`tRh;cDg%3G7NTJ=)rI+ijAb^Q>H^4IiNaUZmX){!l@eggZgjyrVM%{ayx zdOnxkmzHYYI0jtiT*92iO#DKX#B`LkL`KZ2QnzhCzSo;g+2$Tw-99hZkGSjS=XPxK z(q^mL(sAmJxNq~bx4#cnBkLrIaxc?%^>Z9;ajY=#%u|+E)x!w;3vA3Xj1``-6>+r8 zwEbX-GlZ;3aZw@g@`2Bh^{`X`TYG!p{VkVLz$Lr{E>D*iyWLO@DWTo4cEK z6*IeLYw0XbYe}y{231%{jVVz!AxALfDX}hDUGP(P6BBg7Dt(0bl5d4qtAm)qbJa2vZY_XVbK5VieF5T; zN9CusUF;*|{Sn_pTeA*TVN_-1GN$Z@b%(YIPNYj(o2-Xcaz%7fnW7R9rmU1=YZ{rs zwSeF`fz4&CBt;U*NkcV;G9!ZdraXv)T>tkeFa)#gr44k|mTz z^{T3(%H3A$&VhJHCP}Igl~Vk(6bdY?P)XNlHtzo&wP;FpsA~1D7e!lnNcD?|XUG|g zC(ER5URO|MIPfn6wCtE~*Rhrx<$zZ=`2O1RGokjN>K_? z6lR@~m}iNYjSGjT1R^ohCgwM3%Wb)dmOEwhkV}dSTok1&B}LFd6c_6NREn&nBE+d! zTC>t5RZFC_$dW1-4iwDv#cjD3wN_^;HDuN0d<%w6S>gjLsg_$T+gNm6=kW* zwfBsjd?ylR5nsqJ!XKjV6jFe4UEhpfv{c5w1v0alUwynvG4las$fGa?=CT1^N~%~F zh>{?jh?Nz{04s{JjjSH$bw@v$yDeG;^tGvLg;y0EX3_ve=u9a9S;`J5NKQiRP!Mje zdVxLbiw+?&0;^Ec zOg3jTOj-#;d625*mdg53L_S6E+EN54MfAt}JK5nb9%AOgs!Dw>GW z^;X(orrM%PCtO#nU}YVrkB)v}vx3N?v8l81(`ryy1yY)NqqIUZH8Ym138r=!MJPeJ zPLC|=G%*u+sYr+sBqu7MED<2oU~m)fU8tygYuWcH z9kw-yaK_1?NH((?PLY*>YQvL#oSpoz_XM;Q6k!=v35AT&OpBl~5&#NK)h&-(YTYmiz z5pj2OqeMaw#WSyDhjk7Sp;V|VuHLVv7ZaCSDl)c<2lrJKr~LA!**y!6h^%l0#zfr$cy*=80tq|pu`Y@omG;CUBXqCyC!V-F`KCD}_^;!EcOg!n11>EbC%duYF$Q?t@|d93~R)Xs=mQ`N~> zl}+vAi_3B0;mU*UsFpFV*<5AF1as}==?H_FoUU`Xn$fI6w}`SUwrf?axNRYhsZd?w zVNwQmz06I$#Te59RT=@InaNS7$9b`8&SaiKnl^nu$GLxT>Dd0@g5?*;W!b5Z>HD(t zUOMMy(^FABtt`W!>W!9yxM-Nv#a*}RI6D2FnCS1adjF5FZKRx+KNjCRr^RSx?fB8| zfBbPBk?BHruc88`B7)U@ng>8Aiktz6J4z?fOBQqog$U};!W?^@X55Bq)3Z!Mx}AN2 zz0)jnaxOVrpyr4G9%o;&`NeT&)rwE%eU;<(7IuisvZb+Nl`MtnxxoM+3neg$(?KjC z%vl<<4n$X4(2?5CWac8F=9gP}BaDelQUd8xQYkc~#x#olTyiPf1{#uEX)E@m4$Fci zGX&DiJvNP2>%*2%K`+eIBkfwcQT`_QH$arDMAT>v07R?TUF-}E1haxwiBiav?oFGw zLR3}O%uEVh-h~OhuxpBlOvgj9>-wcKGsK30N>b7sZZLzbVpKL->6kdAMsWw*6IAN4 zcxJI>=y>U}+|rFx6Il?@r0#N9tc!b3ITn`|FBk1@*d3}Yt{E%3c(BH9Q8((;T%wDqJ+5u)hyUZOyjkd~t6O0a@rDOTtbvUEX0tXvDEf=WRZXG?KUVTwX(uIvbNk!XND zZNTMfu;_Z4zRjPik}fG(YC>k2fW;dKsl!($GghRkSyMTg`^*VbwoBQlq@Z^$E~1*2 ziKQS=Kw`%V01YsG?!;T`?J~}M23)luCPs+TO)OP{sOO(q6_u4mv#WdPGX&F7LsqXT zneGZF!wgU`l_0gM4zsU7iB`!HA)dxeE?p2(NHPQv=@5h1wnQOH5KNI$qidF%T-LQl@aFC`&{H zPn@8siV#}qs}wA^vi~1Xf41yMl4Mz;n+Fk91R^tOmTgOW zT9IT>ZdDT5pv`je5-!LoMd@v6t-AKzgxSr9jsnCO-Wjj5Q7PY z_ht+FcBa*!DXz_jaYp-K>lFu0q1{DwsZ`oLr)Ienja{@DGY1JC7l>hLYT~e%lS$1L zW2u(uA%0Rtps1_XFI?WTD22yBJxisURgb4nu^LsOGAF|^&BL#kb4bxx@{oX1DNbEG zT+0BIf}ANq)2Z|bD=&dOSX7|Y&^YH8T9xIbDmAOZCFeQXP?R`y5!V`;ToRonLOhzJ z$z@g#GAqf$iA<>y5jLHx&CO@?Uw=zv8H8FGY^vRRiB5$M)UvWnP(X1mQmhu~l_t_c0MbQ73UCn@LF8_v+yP_uq7$iX zkzI9&sG50y5~xrf^^42rIn)Nof%QK9mc6XHX))$mr7B9WGG>HjF12%H%!w(c-Wr=F zWs*-rX8}D_%0q<^Pw9$ep5zo`yQcIs-aVhs=x)2~xk*}W^H`#m{qx=)b>$LPWn}6R zc_3X>1X?NqD2))9Q~Ei*4#PZTPLVJl0#}S2x#hV@^oyz*=F@Flf5hiDyq+X4B_aOJ zG27g9jC^@^mrbVf&r`99nf2Rw-?Ju6bx}n;roW;@8%wkPoM+1_RfRU?t!A*&T!D%d zQq}t(+e@BsiLF^PXg@4d@cyP(ZB9w8@Nw1{nsf8z@asdWS+JrM1qmTre8+g3GHD)k zfr%_?Pd5(tUJR*RLcD66Suq1KYQm{aTeEHHMAhPKrqguFjL$P>&`W&usaR`maZ#l1 z1BJT5Zj?3I6kcpOtwQ1qP~G~>MYW?>M#vQI-o9LA3wAyRb=90EU?I<%IQR7-Nk8Yz z$<|7d$$viCRq6t(kUWQ;_dd$Tar@<|sVR@lFx6$Xc6_P*a#}}3o32b1Gr#7#%`UOY zy5}}N2JW}zsr;eO5gNB{cWuZ5xc`%(w4Kj-$<{ceWo z#xg!u7)61f)J?=uC{i0msvvVxU1vsAHH&3)(W)^7>T8~3#3UC; zYdYPsBHv!V)SbE$J@=k-2}fKs>&_AkNI@XFnlJ9ge%|AT9Bq?}V-#p2tfk#^zI+l- zR?E`9eRiJM^y$pHKX2z;YL8`~aDjoH)$a2yrcL`+LeqPf=@gmg^5P>KFk4X}BGQ&~ z>)RjyquD9^Y*5!H(arYRj9O@7UNj#7R=c7&Yvu4Zlea5Hp^X0sZaUJ{hI6l|1Cu}A1S@+Y@T?I4r z@1B?%!Na=DpfnhBRa-OGBaN0C>=G0r1Gd%G@8jX7tWs*n-_`DeyQO&8S_OjBvz zBU38O08m_N`_C!ow90Z$okM1B-Y%1(>M2kq1yrT{$(=v5pwWCOWaSK$t3)*xja{=D zjHM+R!(LiyP`Rr!|(p4>gC>wh65vln7MwuiVWCUOO}uzq~I!R5k(KS$2pmb z6j3i|3Dlq^$YjCPNg1}eZLk^iM271MR8g(DV#`9WJ zQyxRe07+6=0GdGeSO>-wCKto1vI&RkX7Nu`mtjnc-oUw@MFwRlSV*NnT@Ka5RaW_> zTFjjyy?3~ysGvhUA?_q5QQ8VR+q&W_ox~Pba z+EJm4rsbRwY6ep#&!DNeT6sov>!_0iA5tdsvM#pz*hR`jOf@pk%$O>(E$j3y%seZr zyYy{76rJ*e=3-80feUH z1$B5!>=o!a%o`oi{ zYL&_%Iwj256z(cf-x5bwXf36i+meBrYWXdb3{#pxA<43ua$GhvC@dgFl+-kzTyi;C zKuW1OTtp&ag3y*|@))L*I-3Z!M4xeml!!XF7^_N`>BVxhYvC?d0t87ha8{;@i-9P@ zpk*o#%d0;orjd{mrJx>{W>JGkCQ2$@>6&UO6f@PeLy4hsvPLl=2|6$f9VeC|QL{rFMu4#HutbVWO+Z`B1wX7vfTRLBDaz$eM8qriiL`@h$7OG=ri{ zNx~8CXR}pJ3nWEKL5h(rWibe#go{i{5rd|sT!wj|6`%zr5gv!no~JAL_?&iOgw88QoN`DOJu5;F!=Q3mCYz7VD+k=1v8rty zRp(g@<{@;4yEKz9lY3coVA3WOm?mQCiLQ176D$)|v+}7mrPjNOp*-Q@YE7_YIqJvU z?|O9E+Zh`?-R9D?E>2o9V-_i4O8;{G=5UeB{vYsCnjI>REC84F<6qLR9#N`Qk$&XBq{IS2cE?5ao} zA*s!&j$_=L%VJ6wP|Fs#rL;ZI*G0}IN!1cgzH^;@+4c0*O^LHkT7$3EE<9uBZn~&l zoe)zo3uHvZWSxO|WaABzYR^($pIzE%LUEg1PcAXA9O5ndKWSf6dwRIda~#>$VD>!@ zvCOENofs$>T}Tf~p+(@!7A^V>WY z|5!y#8>M}Y%lkjt@p9&i3C?B2CihzU=f4^MqfDkcsS6x&&X`c%w-&=Bss)w+RKk6F zs$?+)C-qKT3X=-K6SlTIOg6>pRsv46G-;b=&Ds;krn!vDz#h#QYq6Zpc zlD}GWNJS7~V#Sn-p`WKzXw&8m7E#4k;=&zL^|(Yg6R4_5YdTBjG`ed~R-{9&rIJ!& z>MB+>i4s%mWiAnw)5X=MWHf1zH3MhQGP*V|ktyID+RT^lUk!)ZZgZ;6S)-6{urIEW zh)7k~WwDYhT5<>gcGK3Cky2zZg5DLDVia)@5Fz9&*;yUejw|>nax85+h^bSaoo&$q zb7saPHKa$+rQ=f6bGkuA4YbNUmX}dgjiOow1O*1xawx7%Q;L|YOPP;apl9TiNp0nl zi>G}72rRNSqtl-7UjhJp(mBxk0~Nr79-2r=*85S2MG(lUC2%5b2md1Db- zeb%UZH-!}Q1ORW)9*j!qMT^LcY^uv5Wp$!kqt#3S2txpw5O0`InoI#q3*{wMUC++t zO{{E8jU;=h&aNu0<(1$W3_!g}*BU%?h;Ac}Mwq*a_7v7))vRf*UX9r+IRJ2Nv#2pD zD2>fb6eB7#wJg>bF^}=%3@(@jQc!B}%=}pDg1Jp(wP`YRwt!eckS?MUDJ&Tj`Q)9t zo)J-s$vH|}uMi6{2+4xdMBq?X|ziIN{Ct2s0u z3s72>Fi_=9tg1ptQ+H8+uqc$~>A``4fuUDBI zBV-u@QiO1-=3^BOA*`t|$669&4(746lj0zO zGMFX2QX*=)vXH9g-XkI=NMD-PQhcPa7*0hALNGN)*ZLhX0L%70>>2(F`_%JR(ozL% z<}OmmqZugzSqNi6K$mh(RNgPk9$}KLS)1ij=(yzw-KZV#k28JftNK(`fdS2? z;2fDV*C5sq*Q|$!Q>V&Q6ZgxEw49<+C^pu#N-x23*izJvc_CrkDKYG0@**&5LPcak z2E;_n4x*H%nk5wq83>4(cT!PMP(>b{F;KD_s7iCf3ofMyV%B-JD9fZIS;|;=F657T zVpJXDE{bBI`9m;+J3G+>$H4`UkB zRG1k>Z7qz6nJOz6Qlm2LKySiw>Vkzn84{VHPB&RBWnx6*t-}|whnk^;sTmqAcJsT{ zqgUtECAb~3J;kT#O6}54Faemr<(vHEHmD*wiY`;MQXFdgT`jeYUaWFKtFoELbL#_S z6ebugqSL0ei5^yLl1+;VgHWp2<|`$N%xtDYoxo(R>l{olP5PSZsjVb!(f#WpA#E2Q z)hOsvy&xysE5?Uw04Ee}v7}^aMI&HM-3{QGN7f@|GD}k=J*X5hg=?ccs&HzxASCt{ zr{r`@@Yfn_Gy1BoXbzEzF2#Mf1F~Ocnr=sv>B}};_fwh7X(^s`)lK^b8SAG&mhEb? zNW1E~m5f+;W8VsA;4EI@uJ*X*_-L;(EeUMzhh{=Qb-nspL4wYJih>LFH0Ri)$2%5XxAz4&@x6wDRt{@+Ei(tRE96TmMwIJT}s>6cVP{B@nxA$+u3lq zmdo~ky)Cg?HN$0ZJ=&5+T}1#cZTglFWc0i*=Y1KUs;<1|^=Gc9E8K>g6rT4ukG7m^ zb7?)Q%^dcTt~bFF_iG?uWqkSTK5E;=zP)F&k8Zufllw({R*yP+XC>$rtyF3&v8L9E z)uWn6+A(sW{p4xO_`dMR?P*(7%Jp{bSX;l*qEt21q?Ol5R7lNno2->zbRMb`{qUMk zcZ3L}g_!0|vOg#nS#yrN@Jb)Ktlv-73)(b27@L^-|QbJ#jtrd+44SmD1+i zCZ*0>M~ikL&eZdisIKzlrWU`!&Y?5KB(6R-$zA!6CU>vi*dhbK0v&TQBBimbxLetR zvC147af-L+rXVs|W}RvirnXS0NVtSlp;Ub-TOuX=e>$)@m7}82E;I|PdB2N}whUx2 zcSCQ|CouvlrE110hy-kLSuUHNrS7J!43#uZy489rYSlUS)@5DVjGQypwn#PRNwB$A z3A0eNlFff$7NDk8#YRpdb^$8lMbohl|-xkpWqZdJ3Tc^T4Ve^xu~Iz*sNEFK=A=0tSC0?jdK zAJPv)q&~)lnu9gtwlx>ggbYef5%kd31ObS+Q8cEXG%ys8vV04B3>!-oOdyh!33WD2D~V8~P~4ihqaplgZDm_(SW=Sr zd9T9am&BT!1R(|$Nos~yE?4zb;el0!kA8jsj^j$EoW5oIGMqa-ZQaAyyEGvRa)68>ZRm3JM z%JI2-tIaHZ{8^QGSeFR}r9vJ*Bc-{!^*AGA9(lH?5J@vBNzz#A6yd%yS2|F$TuoXN zd*s`SUKzz1UBtzZM;-UM<)ybqn}In86%LW&p{KOf`v$BNdr+XgEw61HO&!U3CZu$0 zLn;E@4-rF}N;TC)P9_LD)xA+HDj{NRQ&?5)e&@qc3DKEFD-~_-F$)=010vu;H|;LM zJQZdjSb|3sS^%V&CrG3S9_=`xLQqSuB9JJ9G?y+!7HfIWpjWFHS%X^MpSAyl_)!&* zfDqIanxHq+Go_#z=Q-G>0sx{?brmT{Q4-=sDK?bbyt`IIX_C-{vQ4tAdSGUr)tdGu z4Kyo3&r>oWRmf15a>zY-eyyysk_)7fMtYT#l6;3`S6M@5)^WejrH9rp)LTUvR$niv z^Nb*8lYj+Wv}i~rTS6oAC`x9zqV+|gBT;1UOSLMcP#wTyFgCQ*#tra~g{IcjZ(`Re z3+wVX`JG%Cx4k3{{t1 zU8J6BtW1SX_z^tM@o&cFBGO3RQ_jpii$9-@=;bOkG-t)|R0-9#Fd+g3L$w0ZLFNB6W|q-@f$&$s+3U}Mdl<8?n&+PSv3 z)_*-e0fh*ap*Rg`CaT(;Qi{|lPihfo7IJX9`G|<3s;9Gtt*&(YHGo6d=n=Gq#fmCs}$d;76jzi)TSy6$ul}UO-+x-3?E?r_T5JtUm8B^Rq0ZiqZ)Gqk0vXX%mTWr4H;`G0sGM41mC6+3uyvT$B56nn^%23u z3%&%-l%cXx10E%Xj3sKsEJ*@1pXu<o4ILN_b0c)xc^vI$D{CAPcdFIm zDRzL6Ra|^AG#g_abIKG~y(|a4l&M;Zf+^jM%At??qjP$E<{9Rkj%QwS;q3KU7A4|F^8)6wZoNF`21%tTl^B`B`Mm_R_U-hq{>*%$Fz=()N{ykx!roZ zd36;{?U1wiZEZJO@>ti_*zJ{wnt1FR)IOn8m8-Ff z7waA}r}WFa)qZBh=4jon2+Fx_8+Ndd!#o{v6-e^Zw(+T-JH{C6~LzZ=OZn_I}Oyej3N08T~<= zMA9+ZU!LE6d%qp#A5VY1FYEQVz1~0H*38XS*oE_II&``5erecuEvu3lkc2iXQ>|s{ zF?$W4ce_Admbqx|tf)9Db*kS(y&m~<5M6)Y^0xj9 z+cEFomRcdJ$xG88z5R2z#L{+3qd)t_#NeV&ZTm~o z$SdZ*LhE}|f^D7?F;^>fyUC?A?VrMDwXeEttPyz&iCpeYPBIw~X{IaknuqLf@#Xqi zyptR(LvIvDC3SoD?v`TZO`75?#E=tZtQ1T&U%YzBBvYmQ%P-@;&mhayR+WU{n6Y0_ zGfQoXq^YzX=Db|@vio$(<6q5IvCNXV{~^mNeM{Gw8N)%kX+d5|9czv`;oM~(ecH^DRu;gkvy)uz@h zhD|qiPQ!kYu9}}#Xv@-So+SizN%&gpi`ubfWn(eNUB4w8kkc;$|OZcR8T~;FN;OC5N|%zjufOe zwt0qVl$037RH#*&BI`O!W=WQmhzT3Q89IC=)YI2YM6w1lSJXSdh;~!bXU3Rw7RtSi z+{!h59x~y!Jzol!&-e4oKR?4FJ(&|xhE}!=rAsH7oH>e03IvJ*LTX!mdubCAQzS%0 zl-JqwUM*GYY4#Qui)mwTU7Z!+Jy}IdA}K=imMv&v&&$Qi_c*TF*5*I@XM=h{0!k>R zCJ_NH-5Q1caRoM;F^_pLwVLB0>Ih~QnC_Tgns(d#yA#6UoUbEwf)t%x)`Aomh^(EiIIjyz6bL#-k#+BnYVR9 z>q5^$c-ErcqT}w|0~pc|)D9UXTC&kMG_NPESLD6wOB7N6?D@V-vgXj)Kl!Czf%dJP z`%B~VzhB1BPe1Ife-v{`-S`UrGWDgpL5{zE954BK$(zn3HJZ-t#F}efk{MEI{V1)h z^wloEru8_)%9{F=JT*dR=Fv*e_Ij6B#%1MC%hG$@mLK=$B!tDBHQIMTGhB9nT4dH=fc3D!@yYSJ9b9P2T@*)DyowXYvP{2bcbv0Z=2 z>Z4)QW~->)>z)nP`=sBly|rG)9_Lt=*8NF8TKn#LIjrOozNVTeFD;+^zF?hC9RHqg ze`%k1mEC22*vseTU#I`)aWS^u=5ge=H#=I*f8Ft)PfvB3QRjND*V(;_ww~v8iEpjO z5{I5Kfq7}SulDvje!l&-kSm^CUW)x05r}gudeSBV6SWG6KKXOUld=~FHwC#PH+OP}W1*xWQy&v<9^{yy{s%|hDb$k7E z8>2~e>&RXMCUa~1cIJVVum8&DUk{R%-q*Cta89oscPiF)vE*@ngx~(dpHp<6`@o$~ z%r#=(bsSG}q`dy|{KYG~FSGsh@_W3Vf1Hag8cT+prqQ)d%J;MFzy1!@xi6zwU+(>< zo9eiq_;x=1e3;30k=CTI!`JU6tJPOtYN^{#KhEoI z9qoFzkocJUn%L=g?KilFyqvfk9>4zhBbWBE`q{M`wm4dSG}+Jdb=eh%R$uflU-HZL zY2#)A`OA6fcLOF2%WO+(s}mOiU;kc9`MEc~j%SJX-cR3OWj*ZWgvlAAD_^e}H9o$- zT&Fa}RdGr9K^ZWqzMdy}AMzO<>Biafwk`2feF-dfy6)6!R z_pkP2^D&z|$IGns)7JZ?PaPg_U*f#n?@uQ(?Bk;QWp6w#V^w}Jd-_WKx8L7e-tUlc zwVWmWV|)F#DUM~9WNFjh)gj7ex%|=U*EX(J_vY)+e}CVe zZoi!KvMjzmPg@V4)%W#zziiQsdR+awhTAzeVe3n}#FG5VbFB0HV%Ffl1OIC~$IETq z{a1Va`q}ElZLuTce8=|j^l#^qhn`R0kM+L1U!U&S*Zce07M#C-x<&t~=aW$4we_cV zLH+!B$@RI71ySFh3d-f&#`4Q9uVGXA$zqqkn*2Pl%gZ-gu<5+q?(4^~ML8G5)$-@A z|7G{{O#k-$JeKP=^g4FMeQZx^y@@U3^!M-n@x7gAPu)9CjX8f|UfuqCt8X6K{KwTA zZr?ATpTB;eU;krX-W0v>FP>QM4FmgizW?p~{Brvt$M?+f{G%T{TBq&Gc#bbW-?lOG z_ka6ieXq~Fl)ZiSZ{Ic_2W}@Y*Z(8__TSzvOYLv}wtrmaxXVWSb({B^hvY}cxe`lB zF%H~#`CEM++cCCzIzG()fc$6QV$2Z6l6-y7?JZK<`U*rhu7yzyR7Y6 z$dl{WYPoOk>;G|o`g!sOTXy^RzvRvIxo+mS@l<7Xjz;-<-PiSKeObR;ARGW!iX7*T3DpquyTTf4cjR%irI9czI#{mZ=n>v{d(^R@5u zzmC8Dw{zdy?Y>d6)$w%XWuy-j_q=|vf39*{+u=#dt6bWDEI+Ncx!)*5 zT)b^HG=K0ZSG|5e@2Plk{bIW2`8nQyd-d<@0l4hq_h=OjwGP|Hwkh-|9CeD%uJAI; zt;ZI>H6OoRm#@C*9%p2;o>+c+{_TRdbJfMrFxV;W9LtDtzKg(Q)3NDi*RclrO`uOQ znjVUsISVH2ppCQpHBTkXo2t~JtI2gA{QPQo>E_zlR`Y55yB^2O<#oL9t}XL*jmJoe981R_74?C8N+529jB;DCuy8$x?F`v($ir>S|Sbmz% z*V}skXgu2A;+a@P8QyZQ&%1=LFZZ+0twkH<7sbDmUq-z{r|FCGJ(1Jf=-X(^a6K+O zUkJO1zrxmC6#bjotGuHYkuTmCLhaE#t`UUp)J^y|I9ijRu zd=s9loNF0xXO~=1-A~mUvLvsZGvXg6pQX>YdBw7!OO$q$j<;hS*3Q-Drs);=0C|~F zTgA~)Dwu(zmau28KM$J|%Ye;x5B>3oMn@m9d~Q0IdDl8moMCfa)#uS~f6rlru>vx& z^+Pzwq|K6Y+Y#LQjjZ*OZ5`({mu+>%{rLFA*{ptY{^k7TqjYmz7i-#X6Mv|Vt@lGz zhOI}x?A;DXCUt5XFZHpE-p+r+cxD{Q53{TLzhCdMj?(#Vc{XMjr@W?p>5E3yjPDb_ zQFl>SOObEC9PQJ7`+WY47eBBZ6DKU&CfJ867nwNr<0d#R-7UxWZ5%zKZM8h3Z|O1R z9&)?h&z4Yv0vge#*oizHsVEh3upk90XQ2x9Eo()Z${~J2g3?5n+wv=0qY*hQCmtc{ z;!*z$`yiUgNt)1v7tv*obZxzNR6#?HQFX=yhDaV2fwK#z2r6w3tgDX+h+8RCD~&)( zawrQ3MNtF@k)~RLCP)=2IMg7ls39V{&^tZ;Yz>!Kse_fG%*Hf@A|j>KQ@rbIm4lk~ zf(nra6+x8RE|P{^Ot!Uai;3OlY8x0;7?FyR0yFV-J#SCSnKH!Gd=pzlEMy*zn)Ilp z(gVAgY>m%-`+OgDIz-ADWT~{p1Q_>rd2Va7qvqVtBZbF04lWQeEm&2}K|$zajP?W4 zyP)hS5SD6g#wWd`6f-qMm0>!X-BTOGV6IC?bLl9}NKD<=X(Da}?BP>N?E&{OAq5o( z0Eif9V4cha5-8w79W#hhoGX>!L+KLzOxo71e6_VjrCT&3}@|O80XI86V$fQEM zQk+tdG8Ck=Ttk~^j%j|^%aHaS`WBMH*4PYRxueY=sKabo1tR_4mrWK&R?ZPASy+fg z0L7hzQ4~#R0(z_VtZj>1DZ{f&N+<(u+EV$0csStT5-gaAaUvJ9p_Kw@GMf0hoY&>v zs+5;|=77)y9_*=F3&-OB5fF&0G#JW8Pxy2bZz7;Z}2g*V^XU0>kX+titjxqqX0@EU)iX zD9yPsd-Ziz?TOO+c;|7j(nL%kXH*3j{@gT0rud zgxNpTnJG{uDZ0$*a@j(Gw({Hw!1J@rbbwbjj8#b{o~Ma zoJSt>;#9}#SfsAUyvw8CmCH@HdoCfvS!Zo6dryBxr?8!lO2Of$))Q?ldFi3d`(au6 z!OLG!jvRLOEr_mG|TaVW47%gvzL*j%`)eJgg z9>;ynIE?2LTVzkwQ-}M3YsKZBqvm~$x!B^ZNptgcEVow0EI~izN&Hf|^}3$d|2o$O zT@50#E9YdA{nnWUD&~TK=omdIQJ%AZ>}yBcE^lj$4Bq2TV+T3PZ z>?J?G>BnBR%QUslTx_gPGbD#sHEI)!c0##&yXtHerGX}m!l8E>ZH*yo9a~hE3SIzT z&v&;}ENAV?1QZImR@Irz;PD*Wfflukj!Qc%CDLPW$48YxWHLtF2gg9G?k9gaYSTFv z{x6{Hc&YOlw|3P#MyzU!;vsrA$tod_Cbc=tHPu)MPNZ5i(PsT(CX6CSaX{e0Q`fUD z8R>X8+|)hV^zvO{Ok_-fToxn98bIbqRJr7ncy|bE)@N?bMc*iIKcw9BGh-N+CI1i}I{<*|&F zsR#%tL$s`!`k_TVx~inAh@=~)dUTZL#7q+rgb-R}jkBDtVj@~%tjrlep=&zn0*Z^V z6jWrTkR+t+@!m6aqbo&&4rZLkJ!j5Ls;X(%=YE)kn>Y{di$N|j&ixptWEIbItQaFsHD1gZ$nUl`~2=Sk3uPE6b#mkxp2Zu ztu=oVoR!LIv#g1hXo^jhnTik;<;qp6`c*UqR@sH|R9Pd>6h zjAk7`#L$dI;Ax7IM}$|Tph>SP_tGj8rP4(~dYvQ^e9QQ#TAG#VAOTEOpYjz=pa&2M zku0fHV(K5%Qp>7?rIjc&L5n=ScQ?d1g=jFr%$S&WIKqkc06__m*LmEUj!JNXsu48_ zasfivP$Ca%@&j3|<_-5IFc5+!>ZQocvubHeIkOogEX#^5U5bn*c{-w7B_pRy>(aYw zr|(Rcyv~|pA8MxZwfT97g$dj($vI1Ve%W+a$fO|43PFRLs{7ggBC=EN6nI;qE_Dif zx`=5DED=$XqScIx@W-v8T$-?wQZ%Gfweh25k=C+e)IRF)n3{Dwxt8gK)euzWplccN zthh=@Hc$#^lQN-j=`2*FO{%6?PElH0Duu8zuf=rLL~)34_hp5q)Y`9^AZSULZLR?s<+`j zT%YF|tQZwkoe0=~u+%a{Nad^wSlL2oP@XCjT3lG2wNPD+&GE;}lh)p6Zso07u~>ns z>5o19=yTA9$^e&$u-PezfFfj0g;bd6k|7m>FdIey;?0_Nv>&&Y+EY-Rm50>b(>8%9 zYb|!lC)$vfiWkO{*bS9>luXQlNbZZq<>H|z3joEew8wx}&ZqzSV;QgOe8KkZuoC+_ zmcG}=vlVnfb!mI?CN!I0G=9yeRHJGjK9IYEuF_0ymxbyrrOoJx$}F=?d#WR|=%T%$ zPC3uzh>Q5KoaWvg-mQ*VIZd_EhTwWDvw2t*V;z%{)lq4{@<8E>Ur}3S8P`@>K}i;X zQp%!&6uqw(?@A3yRFu{f(m@?_OtLvr;*_GmO%w2iDOFjKc!aRc%0J^mpxPI=r8Az0E6Khx(yP0m+wL=}}SSoPWIaId8mRxT>aJq*qend))E!UW_ zD8eK}&QP9aPL{j3s0>Io^Q{!qGW)O#`Ola0ODkjl+-1!BPhP#Xdv0;79LQ1H%$?=| znK3W7alRrhQ|joSD!5c#r#$U*4aq5Y(S5t9OB;?7*Q>UB`3Q3PTwcmnAJ=t0-JX8S zw$ffo2lP{ftn78UHOK%I_p4Xc^T-x8!G4_ckHEFC;C=0JKyDb3c=D(X{L^`_y)+cqL| zoBa!z>-a{g@ax2pNis?h&{7Q3)H?g_X+fE8pNk(0FMITP@Am`T%9nsmgR}A&oK4hKIA`MZ z)UUyFtM?U2*PF}h=PKTY=uiq; zN_nDAv^CTt*ENY`(nrp7+)a$)Mz%p^tQev=>y(-GtcI$(Kc196Y~19?JUrdsNfPvNtavjsCb3{*@J(KS)! zzAOvv6i$`VmE%rRy_0lzn0BWBJrZ>Gg8R0_iNt6PVH9IC2>=?cju!y!UYmGn|l zDwQe)N-@9(=&!1RrPR}PWyBnVQjb_Ab=!Qsk6Txe635LvHrP+vnq6D-oQ$fRF6^KA-v4Kr=gIu*q=qX&4I`j`QF|36u-k^V@ z@=wi7k(ENCMDYVLWvU=`S>PT-CH$03shI`1N|RQ}G0&8nVS_D-i&~X+Wr0KIne$Am zW*s6yP`sL?AYrK-vIM$@+Z?{L@MP^`iXa0awobW*>yr+ZiX54dBwJH;rSzP0j2U+* zRn<_;smGl@CFtx%@eC=5aH+6bjdjw?6(%ZRRX~@gJ&)pqq7)*EREkc)6gEkf?2=t_ z3Qxhk;%m7eH8~SiGSr=rmEHlbS>u$7=1#%L+|Ff)jK$cry4lD!OZljXi&ZM}VVy!1 zYs|Joo7g7s2lm1$Q18bqb5Bu`;RIyQ7dn*qEfR6 z74wzvXGIlM77B127PXkq^$X`IH5gOGQay2*YHp!YDy5=ox)e~8l_3qxBBxk`8Y@vI zY@#O$Oop@;-X39Dviy0T{B9f@R;#Ci!=Vq{I$s8TV7fpdcDqERrwjNzGb@U$a` zg00~4khA7x+FKh6cBC-*=V{E-E5*UAWTmnUrs*~_T{6AW6PQeb)C?DuSgX)P3`wv` zp=!E7vTBH$$QPL>^@msrp7lJ?6s{1}d&qgmCVp-B7(h2Oni2_#L||5IAd3hkT!^Ag z64G1-ZZ>1HkPVb&;}G=^Y6JiT+( zz$Lo?)jH+DYb+tT+gVhtvH<0Pdb956ssNKifuaYbte?#YEP}9_qE)bjLspZ9CZ$S% zkStZuO0<+u4XPBfl2ub4lLQ>eCeqy97ZpebD($FqF*<1mbrsE$2+g85Ws+qAKvbk! zquWebQ>I9nrw|NztXOSFKug!srnvy(pw|6Ze(HKO`JRTN__-wYTyt0}N{QKak;;&p zjeV_ZXyTTIGphi5lte#sh(v_Q@G_K08o3QL>VQyGMZipDDg;E0f~Ofw+ERw0T4h$O zNUMY(k|xJ$M{Ck-Ki*mov81T5wFlBX^YfZ;Sh$?stNXzorL8{y@`6K^rwj+ppamDH zfs>Ah=^eQf8C4aF;~5&EB2_6Vs1g;ln70Vy48}~7=DN9=t*Nv5+r|Ae@OEF=42Z9* z4JQ`LQgV}aXalM-znmLV?qlq2NCswM0uY&bQbDTfq9v$P5tv7hX7yRBW&KpvqP}XL z&hhuA4HmWRQs|h)UHonKH6=7tsx(tsRwmOv7G0qh^h_%R5%9`x<5NVV_29h@m1As^ zE3jNM^-nW7$%xQmhU|;2JG{Nu?|>x8N)yY#LlbY&KE1V&WG zOu{aEZ>8+FBJ|uY^uF9{8OWtC=g_c0k+L56=$?6GWhkVa)?;zNmwPYWwZt+zvVtRY z8mcdl@L{tRZ9-;iix|YUkrg-t#k6w_?*b{!(#RshC7Ylj{#E=R*^hbrtr%GT z&xY)`zb}WB)~>|*kR8F#iBZe42{|dViR&sV${0}%tI93g5p1ky!Bg2A>aAlBxVtxd zS}c2Yvh_BJJPyqhxr8RSefw#_Z|z{>e(HTYhponSy9|ju zbfzRSU`T70VrorQDlO?|3lxQ0=B*~m{~N`OCozgdGRJOowya_D>1`^Wf|r_T+Vq0jlt~SdiJ{kd zx%+WZ4MkqOs^rEdh{c-7=eQMSk7Q6*SF_=#M2cEHJRK>D-j{BU4>SY3hM>Z>^lKyt zm5>sVX6j|#Gy-vOu*C-jlqv(L>~9qq;lgpD<_ww(5-Fe#&Z-isK@zG z+CisfvlK1R&Xh4Fws~RevZkMd`;*wJ>wyvHGD_|BSbhCaXKa}fw|Nl6@VEJEczxR$AceF;g zkRaf}62;@(TBD|fc9IZn%{J+?dSzDX%tWS$h)y**ZyFb}v(iw{CLFro@T1Rv4J~b9 za#x$7DABX}n2bqvqqPFcY|1<;mTcyrR6s`#In1oWsuaQ8=FlY@676&mUujw#*GDS&#|j zDd0S+;@nM#(G@qXn-YbhTH4ZmS7XKyb)`1Q22{%aQg=?>v@O#2T|eLCc4DtOl@M!- zdqHt;>*Yma#<-Ei^VFOWRE1Qj-~>vOuBn>TsYVX%i+xXx7`aH)M`th^oU>pWW6m-bq%000jgK1tlP4GNA%; zCRtgT0>3YA1gf(2UgA}q(l2Rw0vYHP^SrdUc=oY>!<);dW>f{?+Ae=y0uM?rF-Qe0 zQH7cnPn)N&X_Gt{VOfpRFj!rJq5>`=P4%%*r2xaVsKrk+HT$CU$Q=}cHg$&~3o#;w zOlXHDQOK&vBqB7}&h_5pai^$~5(Zg;V`6h)0anq13|Oh2=Go*v#~rCN`^-$jT)jD` zhP6;FE7qdfm!hQ!q&rRPtk21tdKbOGdV&B;G9ff|Yi4d)vhT>lRn*kXGQoLf&d+vg zqO6)Y5DjobQ4$EzLyg_gy^xihJsqMp9H}~x3O41%<%)bmnP><@Si(Svpr6gq%$p&K z^H5Hc!!+5JoRxKlOh~G^FWw5{T&K!xm|9TirDfH~c|AA4z~KlmOC$-BgQsaDJaZAE z3$%8|&GYKkrvRqSTIMbpEsM(`<7Xv>zo{Hu<!-&`r(#oR2X-$p>*v z6p08KKVLbd&hdz?(--)2+2)#r3JIvdR7hq?u$u(CU{!fIf+x5rm*@B=#SRHpG=ju~ zol9JRE6Tw`7dM_amQWF^xLI}k~o|J^%kr@g)O5K!v%oXk zdA6v}*QZpkq>U*az$DWkra;VOiO^b?W({usAPXd?>tcy&;vdX>0P zh$?1~k^+I03WJ;lq_{{kqO{mc?%Jd+R91q4EK4|+w)(C~%}G*-=5Rqn6(7(V(i8=q z0AW?u^JE;;MPFK_%Tz%4zALZ&vptx-JQ{mrQnfRQUG7WD*kAo5SmZqQzT#ZdK0WtbzpO__49qKAcp$J&J#ImeLm1Jd9&7!IF z(H!OxS|l8jNT(WK*1DXvc;-BkGgEDLhTK-8*r`NPYUqq!>_myGIE5kw)PwT@+HqMj zM}{>ww*|#nd)`JtMVF!x4XRo+otD{ueyZ_(PKMcsgxYT=9qIeM_q^Hqaq2O%$$8O= z!0&}tb8zm+V+9SySmyA#RHI3p5ka$bgRP1M@qty*c-GFdF4;D?rK}uhI*mE| zRip+rU1c$4!C{k_Gp{w484VRO3saB|YURxFm~aqvHL5pN0c2r$x{-~%nzSB_Q+SL1 z^E}2J%%305SPqj$@Ji%S4M_e6nDtHbGa&D1bRr4nCczCtlP}k>;ABGD!zlP1hr% zB$u<+_q2_<@rRGg=dQNE*MgTcT^3zbn^~>>_+0CZjL~0yT&{I~SlrvuXi^R84lN3^ zvZC7jM~Ii3S`&ywNQG34c?+>39W=erUq?Gk&o*uioxT*2+S3|)&(!<(AAO2(73o}; zX{>q5kxieire|3}lf-}t{5XZOTIzCM7FcgEJQJqqMgbxem{U~?{h|C8 zFLf8`f{{2gQDkYer8TWO5mEVzB1L~^F07}JmiVpkZC_Dc8f!g?+0Kh)kNtXLuT~}s zQ9*BTAL65NJ-k^8%FQz^>7F4q|HZz1f6ZUN;fwUNUY-B((!bvIxOG&bej}pf2uko; z^TO*(wneWQey0plDPL5+^y9l8q35|s*HVIjENx*;l47bV6@znt)70M$i*<3U7@4D_ zuxc2$5s2UnpOsmVBtyKahU=PwIfhDf>y8%T#9t=fB17j-noa$;$UV*{TrVarKulx3 zmV8M&Xs5P&iK4LfPLiAjabJM>*s`jk$f{8g1{w)KDUaaOgT2d&`#hfXs=};?p&=?# zl$VhS9zrx}X03Fc;2G0J36Nkiqbh`xn7!FdQ2~lonG6-WjTxS%ZU+?1!DLBf?8Sj( zRyL|YvNBl^&N@XzRPgxl@tAy$C-CluS>5{=vDc9~WpC1_3dj;`>ZqWksPq!42c>9I zOsu=D%`X_gXJMoikpQIhao$&oz*tfM^Z~k}C@ZUyp_0Wcn3h_4ACclVIc$!u(5f1T z8zhl+veu+!K%Me7sV2}`p4emn0Du5VL_t)fR25S+WkMQJiJ=ISRZ|36xk|O} zHla=yPR2x0aaFuX2Izp9uEmo0J~br8#U4>5r>K|;n2YlYWyv}6hz?}fWH$D)gyALz#)>=lAVi0PP37=w) zcmqXfDvRjm=v}H=n;BL|Hxcei7!TGVVlyj25v^__LWck*ka-$P#ne1OsU%B;p_yXv z3ILFlqNx^Zawr~7>1Iu;RGdS+?w6*g^TRZJ(FjgOH$!7exqFYy{eVp0v|LZ&bzD^-GQj~%QdPA~sG?>G z8Rx0Q)}Nr5JjD=XX39(NB*vhnktc12}x;MEo8Ch_f0zJ z1wci;Hx{0Ians0w{C!*i6>aPLV>8VH5#Y?lYT-B3+?m zP+wa6Th$j9$%p$1X#v6}Wr7efYZsLsbwDOWR8^ulfxS}Un~4@tEtc#;)tqF-REnjX zMO%dvP+Wf>f@v%%~PvX zbkfH3EcjQ5Sgf zWI5eYzBXOkdd`^2qg7j{-Zxb!94>$%k|XMXbX$8IZHB5%sGu3dnb5a_q(~wi0Su}1 zLXA^ZwV*{p;F_XE^`unP7z0ETxGo{Bv|F!c1C=u+#AXxQykDy5IgEo9Qhx(4BTIE? zB}BwT)Tng8wctLdjF9fDB$S8f5&DtGV_>>Q?zC5s=SW=EpeOw!VdtUz7-!H2p zV5Nu*DVVS*k0}CoTbiSrT{LoxgJW73qK%YdV>K0N%|-14)B0InSUxxF6-UjmU8elD z@Lu(p?j>()+_dDdQS(>KzqOv>Mzi9YwR!Er9Gp{5>#KNgTnt<3M)!1bhGaBxZ<@^Y zjHoJ_z@;^7&`L#sZP@BoEi{j97AF$>R_m`PB%4*U18UkbFLkU(JzQ1QgrJ6)ia@|V z_f}m>45Gb>aC)HtNkF#0VwBFZkyd8YjRws_YT#VKLI=0b@;aC`bB>e?8Ita_E?$k^ zNX5sO8_(0nN$chADdg*rwOR~OQe=CCSee(&aH6BRN?VerGW+yV*JGcTCgN3X(5P#g z>7v78H4n8Ud=#sOmMFK$KHJopnR*h@rC-Gj8I=>2C7|lx`Yi~v2>x&Kbeq=wcj=A# zC&5rZpZszbW<0^*EV=+L-qOU~+Om#;=e}3e3RvpNELyNnh**g96w6wbCnIPfCahT? zO~sb;+H^urN?T@YXC97p#(KT5Tb0?Ms(=mBwrVop!Vl-X)#+U+>FXi?7)reGo{3NdA4Wo(anMCFJcMB0&3vzvx?^F?$i{H+QSrAp@8RUg*QUs>n5 zd@3u$AMI@IdMJie&G3EnW!bo1vWq>|^A)=m#Q~*;SKQ~R+4?p*Eli7I=KcBXh ztW89=D4NniQ3Jot_qpWiwxnx_45^jyyyRX$N@H8ZdYbIWXH_fsJlA|2u)}@&QuXYb zx4F(@R52h5!V+C9Jl_cmZiH&7Rr$Q=D?&7=4yrPeo+4Bv7_u8f_K}Mq8?Y8KOCb!4w5mM$}9; zZA#5C**Z<3y$aRJ)^^5R?!&4SUb3i0QX~WQSof*DCHzz?RTr1=JoOJ(AX`qJm1uNS z)f$)c8d|I7&23hHLOIj(ysS&NA~-iQR_@1yb#{+I$|PQ|fFI zsv1%2*2lcpjJM4jBtM=)w~G-J?WIQHNe;4`XNCZlrAP@1;tA}NtC_HE)ZJPgolX&0;oV<1)aFjBD`kSfK--5 z0&K0ceqU2o%PCTJamnPtTH1O!8_TIHdMgnsVXWdREdbXv51P+pvAO9yJ}R%(R65nV z$0sdBd_XOQO(~H zc7rprRHUi86)S3ra$V$Ti?OR15-(h`m?ha^OqiY2{@I>V+7FU1}skWO?m~Hn}zHnh_i(RBa+A&2`j_D0flGDoDC! z&LhF7ci2VL$;|loJRLl$ziDe;QKM{Wa1XI*%=OY7ie#RyZL!;IdK_c@{h*ebo4Jak zwC2eOFQllHR9Qj=pjbIn4p{S28+8Ou$Z#bnXMdY*9cc)4P_Y9;IMAEcrRHR%c>yZL zQpo+?q!|~!t~l>71!vzY17#jvplPN{4%t&JN4Ji9=Ni~&g{4yl4@lxhJ031y({eqX)S zICF%FQ6#~F4g|}3p}mH}r7Szq+k8h9m~@ra(Y$Oc>DRXGI+ar)1QJ=S6fB1xiRwnx zYDp$=a=d^(ND@%RI%_=(R%=@>l)J!06|I-sWG)Ql=X#+TFhxKPCA3nGQ_V!}1;(LT zh=y>}tT>86TA7iCP@%Lr0*ahCY8i`$m6a&=5~nZfQOAr!wJEyJGCM1SrYehwK%+cC zIdPc`=xO>eAuvj!ByP_^xz74Qqoj@TR+-r!u|7TwQDKD)*X#?SF?8{&Vh1*}AvMOK zD{!^9(WgmR?ye@zQ5fOJ5Jw?MP&8F&E!k#~Ikcixu9+?6RF2k~i$HkC<_xe#g7 z&wM+$U;boKLWp^3O&My@J(Zgnr<@ZM>yk~Ngh8J4IlEOGQo_o{vtb-f*=&Xp;#wwx znS$stfFuN^MiC}(xE^uub=E9N?P%hyuP`~scRUL!BKA57C<{4qa1`6_8kwW2VLEjx zzRS5aFNzN2?jeR!k)q~sy#^X&gLsM44_4s$6j{a6ucxi+@qV?3t`T$FdwKB_MbK(p z9v04qmcdlgRiY#)o`%%s=MF_`of~koCW}0KJ1yF6AVUJ?rlTsN>_FHqR!&plLXi~G zz$S|EY=`K)JokLsv7xNlVYRlA(tD3Zzt>`Z-DDf}dyTfJyU2^AWhGQrRjc79gl6fU zChoDYwArBzn@LM7l*HV9KG!%?ZYmk3u~=1W6Q1P~WmncTv8D<~3DGMx&ud=y;}WN6 z7H4~Z7y&hv8=IVRze=jQoE^!1y_e4Ucq{WCT>ChCu^YCQun~Md z3|$waRIg;!--51*N*!GS(NCsrad``u+8^Bi5E1KU=z=(M500U*_HJ=mXA2wx8@#bb z)cL%1HN%YEZ?b8`JnOOhnF6uXM0k8c0k^)v}^* zEte1+mJ0-rsblvs+tya=Wv!07-XEgzkRvN^IiJJ!R{e}#inb|z8;_&0k0?VlpHSE| zOgUB00*_vnuBo%cAp+Y(y7N35PC$lPYN90a(<6^oDnTlkifDP_h{_SRooGZM$M&Qw zhvPSTTlG-|fWRC0ChZ6Ge(<@RJ>X%U${xbNmTZ!Xpb+S>)JMZY|q{G5@<<>GlG+|FlJt zO zy!LN7-x-M6ELL^xE|QqbIB+~iC3IQ$969Gr*3qAr?er=9)#&t})$6wZ8e7Xu@m7j) zRz;{Ps7GHx+lKfkBTBW{WG?shv)g9Uwm2ZWKoWgwcWaejYeee3;#v7wbVc0#Rf;iN zVil>1qg8a-rt3_J6sW=t-U2;OwS}Z?LG<&hqeOXwTP?=(J&=lScLp{o2R-+>VKcH z1|(8us)@R|RA@X8UV2|wW+o$I0&~-9a{bHhoIG7pAk@{-d$!0CMO7{;3!#-SaH6s` zbMHChIC?FM^?4>|a=R3z)F7Rvhwub*X*Py{s1TO2HCCmgW}YFdsI60X>mQcyE6+>R zciemLVueVXs-Tb!{3^LsWX1S7PRoNFx+o z>J7Pwz6S^3+8hv!B0|)xhcZ3ESt&wsauY10&Vaam0&dDsQR7`^fuSjKnp829IVNUl z-239GX`Om4K1!B@D(ciDUe3jCV8xh1adWgwjER7Rm>|^9P~ERX&MGOV8AU}zPyj@- zsV*WtN+TkIQo4GqAEKt{lDCG01MOSc-AC-Fb&l#v|$fq zF3yI?P!%)rk=g2ZiidgL6p<0L&$t`ZFEu-lBqDfNO6M4)D~2$ipo5RZ1nQEvmC~ z6oJ=XX$8Px$4B>T1;zlOesiph8tc7wH*8z11%*o5{q!T#psJ-+q=;bcD%vW{ngl_W zdJ(gfB}mXkMV%t~$^?`qWrnpYB#~zyVx09dWX{}7?%5Gt*8MAV!6<{HWD!xj1 zDoQ4m0yl`HY5*aem0;qvU7%LxSvV^><-$8cIKu`O!l&#fBRDszYgZAek%@r7IjIs_ zRVu(MwoSDV-@>P=>MZZj({#Nyqp2dDY);rJRI=DRVx7CBb7X}2&lCbBQ zmzYTibTK7xWQgPP<#zq|_dD>hv~yKcZTHdl(T|YNjm0v+F@P7s>kKUK56`?5ZmE)_ zi&hp0T~y2@w>nqg1={*Ni`f}dW>Q#cRQLiqc3;Hj$jX>Y4NtUDmx=t;Ps6l0Wn!Qq zR*6+{Z$gzxtrE1348~dYXzQXVEn$j7lmSea+K0xO6wPi0YqCiS20!go)%(_MXghNC zDDe9y^+&-%bP5vbB2Bbl_kQ#S4&;$B0Pjr}F{pkIu{3efO}t^ESP}Nqy4Lyg$MK%) zFVu~X|DeZhvp>o<9cz_Udx-tj{AlXx*ELtD7f?KAohf_TLP@;`mXfC2yl!2}^#Og( z{<%NvtU`a8!y^(rif>a@OuMi!i6hd4o#_32H=8{8_>h=k&SkX2G}oFho_as0n{+Wg zr!~2nnTe1CHLHqDW(v%#QI|Opbc$4W>8c;K;-a<;b&(PC?#H-r#=3%e>N!v)vIxxF zy~bRFsuUJU2C8aKj_T)9`z4R?j0k;3QFvSD=TGupa|NB-d!)wMtL=|hFY`qYk$G(T!b~YGr0ST6>5?gty4%1l(mWZCq8qPV6WgepL zt#@5Rr^tw!LN;4_`)EUT{==MC+9NT?{QPZ00~*Xrg+kV-alq_iF-J|+kVaX}H}92m zF5#+>CYXzi6{n=sDYJ<}+_*H=loX{|HorXk@4X%dsnYvg9>-QCU)K7z$3>0uImA5D z&dNu7yqEvO;X|M7XPaNIoA^>6c{yteyUnI2p~8sahj|7(n|r#Ps1u{a)E5|Ttov%B z{q|lh5f?h+c8ouIl1DMMR4K-)d5`lE+kbp!o5~h-nYA#oKh8_*HWKD~wf3g`()!oX zc#Lmf!ji4j0P$Qc*h^i-^;R~7ckwLmpHOL9g{ zquitKKoHGew?r~P+vTV)t z-rAPFo#``&L%Ii=occ?=-R#q6xiy?x&zb>k!LI9oB5L#FKQZspQ|vA?ZrrjM#MS)T z?4&%~#45SltW1WYbKJs#ZlQySU zu6t2qsQBA*e(Hyf_B4|bBjTe6B_W5KFS%*WsZ5m;S1oaot@-GSL_Br;r{D0;U+jPR zpKky3uiM|h`~CKRfk@3e<5$JIn=SQI!_D%aC1jops{3^npH*Yzd9OzoeYijY^Gj=< zk{NNtkta-DLAYCUZ_nrR$G%kYevVWrS8LtbbSRo7^dzDZQq8bBnv++YX?N;$O+^iu z*VYvoV>E-z=e^wP^Sr+GMEHk0Q zw9LG;GN;sR!qyF4>my1^L`<8>%f^sZvrI-YqGrg|)!jX&kiS{K__b#s&gYC>V}4$8 z=^r281_1R1>XDW*Cr6(39?Yg4?#dCIr{Po{=jF#LT-s7|j`!!%`&RRD3FoE1Wh1-!)yJ~T_ZCl zKvq%(s!A51@;9w0rP5vyM^#}N3oI6sBcL=azLeD3`?mOC6ly4f;bok&Lt2`S;3$R3 zD_3|Hylj&xplInVfejl$GEpZb>oxdvUz&}ysGJcHZ*ZZfH2Sx+ERjsB6m_$ZUNQ^t z59L8D0tyBIhl`Y|xAh>sOX}S^`g^& z70IC`Y8tMXhN6i=H4R}IN3|2rAQHMg)V9PJY!bZ?0(wsDa#yJKNoO{ z&BSjLxayTf!5s`wK;N#grKq+7@5iyxtuFai& zF@57q@~>`O?Cs7=)shp(ep++)b<#jCmzn3m{i6kzmYjxKl`2as!`XygVQiTT%5BQ_ z_GMIwDNQq@X}FcvRLMNS0VkSoWj$0+aQ3_VXAeJ~0~Yush!1?H`+wB)4f?1y!`|R` z)L(61H+?vF8KXe{Eai2W9F`1^=OjR zqOpW1Bn1?C<8!N4SiYMlYmG9ExmCA6ot%f&XoL`@u(kR6cmMwXJr^8Hi@MgM*%?dQ zw=F(@!&BPx)8#OWD0iphF^_hdH1^e#F^<_~z35v`^yT+EzonszZ0EIe2|eE9v29I! z4r0u;@DHOl;)!Md`tihBfL6C-(bVv&wK!s6Te$Ubi&?s7JJ~1QKP2A}S3;?0vhc#)pa};&EETw zI&>MdHUDM0mtGyxV@TFneaO1hU&rOkzP*vv&yV%kF=`HMnBRVA{NeU_ntv}zC)Pab zg749^F5OmDhCJVweXfPa+Mn{%AwNoa=O0~ug*{TS*Y?)`WU-#d@AU85mz00V_=nP8 zn*4c<$1>MWq`nWf5kJ*(gM9<;q+zZK@%~}`(7*g$_A}NIYmfHB)VE130|3l&O9Hs>ZfMH`Xl+xgzl~4Qgv-= zT6@Ls-Rj?5+guv2AT#bjC5`BtN1qLA+2BLn|`eOsSlC!AATvDo^#FhR$p$EVaNT3`YvB9_Nu$o*`;0DXUz5E z`{AD-q7|N}&$+~^csu6$j6eVMKf)DN_&EH2_5^y%W^sJ`!b8R@Y;=51T>T6e{y@yQVQXFPYbxmvs z{b0*})xLcF%l}i9Qii&AeRGwPZ?pbrbL6MDalKZyw$l&E%(H@@+uQz~%=h)Jkk|d2 z2=Cjcjjvv0ry5+~C-=Eve!}?w4Xt}Cz&GZSn6zBE%b^U^};Q?|H%fB*I$ zemXAK%OB7FJm=+YU%tk9@#j20{%G-7dYD(OjoT$nzkK}q2t{8_qdxx7NohX?zRJGp z7kRYzln>4`)#LW{?*3Ko6-{becxhR3{L%Q)i_!V z9NYN)-M)SMk^JGyHWvS$b@BduuFt#jOxJ8)T#(A;nOKqDbF4hnV)kusD}VjJ>HgT) z0?}2pZCXKudM`4Vs`O|_2*B=_3wTAt>k}; z$A2CcTt*-N^V|8n>^^V*uR}q##agGGz+Uq0jW zi0>nQFFZs`&?}b8cDepO=MQQ>+9eBr(V1=hqaOcZw_mLJ$behx*dKq)`S|>HIhr1k zRIz0Rko&}l4lQdoJ{E>ApXTL<6AN>lA(nq)eDjaHUM2ryODyHN3n!+-eCcKy4G$E}|~{`)`wIpf>9+U@JS z2ljYdZ~Hi}%YL5cvaK`2+H$#E{`meaGyn1We~RZ{$N3lZ$n|!A-u(RgAD4f+xBthe zN&!tx+-J2wqrCH9)fR1+W1m{`)|*@1Z`qQ8C{HyBSKV4(J%>my(ws~B;{`z?Ix34X`?ep68kp0`d zukzzAc=VpzQbwN77W*Q#9f5Q9DGSs@Lp7UWZS#tNPk9UeG>-+xzWVpK?Ku%K=H_dR z9OFpI!LeMH_1FI#{;&Gw`((}Y4P&kIu`Q>GlW8jI5|ATviov_a(!7>l$N4zMq;7?+ zZ(sVyFQN=)R!u?n#=fTe^6fhJkJ~EXK{;$|&pOYFzZ;+K<9GeszB_j9y>FM}{G9WB zIdpv1akDhlC*__XsN?HaN0+m;%7yQqk5<;WebYT8rXa8tZls7EB9F(~g?2r83%}}e zR-7V!+xp{uX22HMC8h|5=_BJ~(FX5l=|B@(XJux(`}KG~nbA})oh?|qvby8J8?s1= zqt|G+%jWI=IDR`-q-3#W@pTS9kI>fE>&@@~LPD&$_oB>TQp`;FQJI@J1z3pkGoZH?k3-Aj6Ojv6@*KVwUF z_`a#pI)iaPhU((|tx{S%GMNRl27?&9No#V{GsfFEJ8Z7&H|}9iT=i#cch;KIx64x8 zpT}>lsk?LcVVDLlECI=y!c!Ti_jWbyk<2=pJ+^)>iaq7qY}4K@y9h{XC`*l^ zEYTTwWuYQ_23Y5#7$;(Yr2O~UufibO>0U(%RVvRpqM}4oQ1mPzUx-kOiN2uOE7`JY z6lck603>I5YptKWj8fw4K2;#?^}Q<@r?bMRi=j0On~>o;j9kkMTPj0R+CJpYIie2J z(pKc5c6XgNZe%9zrxt7}?Yi74JM;-1AZQ2qmi)~4aa=zazLgBkDfsBd1`WyHS7Ac| zC=rD!MHG0Ti7V9A8^lha5=FUCsY3T`7)=XWRVdMV8zf#?U20KKPmP9HdaiHR1EqFKhI~vh6`I^s-1X5+G*d7o zlflfWGcPCAAcDx50#^}Li~?pbtDeYOd$pU+m4)%k&!2t_?accPX#CTA=!o|f(idr+ z>0zAMtIkyiRBq>AqomlP+Jx*~WSbL%$A0tnDQs#z25VvYmT&wNBk9R1sJg>sxE#)( z`k%sOU^Gfzkv)vWcS_Oz+0kid-BQ?rZr`vWnZ zXCZ`XrFcB;Xdl)Z3ht#MVoR6Rq~6wV^~`WelvT_?R!{Xa+vkC@IZlpulhI{03lTgv z=-OK|L~S*{eb)kKMy85xnNa5e$?()~4v2sdYCMovg-Q#H%iR=26xQc7@^ zQXO4!71GJ|Gs{oEk9kQD^1bE%Ztb^$Um%Yzrz=WV>IKqN>v4N_^DiT>M~JBP%eDHt z^V{|cbP=xrj8xeQsi6%`MZp?5?=>F+G&tuW&Th7;uXGcX2^C}e6zxV`At80>d^n-w ze(GCzX(bs_Y^gZsD2|3`b}*&t(mEpR`GncHDBt|Kb=aFfTYt~bf6O0Z9?PG5d+ScE z)HyXDtsaIQ`N!a?dSVkAWO5^{w3a^=o$^S2D5vu1sNng1`=Ny|=Z23~)8*3i`U98H zKmLoe63&-pR)vmKd_Mmxy!LjM9SaI)me_fv@lPe0S^#JWFc}Kl7t4g8W@N;vIcbh% zQ~%vBd%qmM1$hjASO;6POlNZubBo0as!|>yZMD`kQliAtqc4aV-q@YZ0|#A&t~ZDcz&lQmJRS^phVrxENX?RZ`7VOB~YRdUw+{_$}2`dh20`? zAglIEev&E*4O11`PT_C?`J=i6nMX>*wY~*q==?M4jTeTe=9MtJH>~9>D`Pl0d|yCRdPAS$HLtk|f>nM^TpcOo*5n)@D)DrE^~YGo4=sW`XB zYpDk8%p8X=r7CNVB0usjGSUFmDU4RYaklR=0u`YI8?{gZKt$W}Rv-l>MVHaBE07Yk ziUj1GqABj?s&qSbH%V2Ri8eJAWm-{nO;=mPdkHJ0#2>?FJ$#u>hcp#G%O=}gBo~)C z34=Ckj!E_2gcLqgAWC(SsLbS~m#k7C#F7%nK`Q9VVnxXf7Be&BX&IV*2%t-j65)ao z3^6gL)0{f2v^NN{(ApwPn_Y+S>^EjqrsRilhzD%!JgaIlD1%O?_tCb8u8$ryIm-_U ziIL1qmO_SGy;xt9ud7@7X6v%#b$@=J&jXC^R-$7@jpxvZiK>eNtV|AOG;cTh(}LZ@ zw8~vnhpxk)O{=W{8g!J|zydXvo`o35C|2Zvm2^!pnUti7xNFe{bz~Z*O6T9WT3lRA zTXARQNnfdpLfsC=Yb_@*(Y~j3@fEKVyG_y1kdJ4sZq2*06_}M-Gb>o1MIa>{&Y~hz z0<4Ash=?`sueBbCxkC;UF)d+a6MO3&fb2&v;R~Wxuf-Xdm{LgxDWdYSzCuW;qH$IV z45qS}xj`z=V`slWMIELBD1d-c^m3l4P)jJ~b?m3BXxdZMk1B#CB`I>K6-yt@NfXZn& zP4q-*&}=fY28%LLhBM&kqGl{bN%JV(69_oGh@68-pj#mK`Eh(?6%1}`wAIlqSj15w z=K0@!7om_WGW|HA-MVfRg(M)5gjfW`-Fq*xs#27qYN``jJ7yVrY7^I#XwA!NFu@&Jq~1sovfbV7JsmzE|RA@yz;bq-ew3?2JzoMo`sZ7AU^cji3)4wix_9JU!Ejrz7cRls~b_24x zZuKeIm=W<3W&$FKg1s1G(58C1Q>-pXCklGFo?7AAr@Js!A&X+Q zQdEJ3?Os~shz1CxAk{1ujYTwJQ4(MUWP*m$gagjPtNmb=ea0>2a3@7on{_i4Wyryp zg%)rTfkalt-=^ot*JHZG%^Yy(E2|HmZk1ZX>XANEXMD1lIwZ2HN?(jXh`>Y)gKVcr z>z7nL<7up>RlKGw1I=n^QiRfAj%uIaH^o92B-klVEkEaMu=SD45!sica{|5OMKCHb zCo?qY^cCJqe=nI*4=q!Mh*7TP@b%Z4BUI2#e3{IV-$7oxpspZidpALG32W?s$l)v$ zRlLNDXf^+1<=;Qwen*DZyVs*LtY)b?Dw_a+6h&24WD$bM5&^}v_jVziXJ)?sz&ogA z&L-@j5Lrmk`8D&NaTg7fqTDjJk!$n2MzKn1J(re?im5vIZAJmFG9r?u#z$EGIbhe(u2O&f<#E{jf67?a3B)J#x#1P;n-(kvK78oDL&2-z%M!b)V? zYQ3%VYLLnyMX9b>2$?NvIYmn6nNF3R!^%E-vjICzb~Tt@)vmg(I=-U_4kM$Y%YxaWd>v00 z(?OjRW15*q=8WoMV1da3gryWfy6GWR^StMgYQ1|#8OIsTwNZPqa?AsCQKNJRf+fdk zX_``1(SW`r@59fguI!OfRZ3mhb3jzfFoS8df<|J*@#)kqB7Gzo*rq!uQIg*w*0jmW zB#l^UTH(vRh9wm8aL{>cRlvu`=ViV0p6(+no^#G-LRYQqB7k%i(W+P0O;m^mr9f*U z$_&a}DRZ2A40U=p7zJs`t{vMZEwV;s3WgKNnQ_kk*~dR<`(LyEF>{Ljo6i3M3swIx zyDvJ;rL@y7ip@;NrkB3HJ?}WjY?h)jx4zH)%jq;vVv;qWjrA;(dumsBPmKfdRE|Y^ z^LBtD3TvIFoGyehmHT#~ZdyxmkYeM}V~-*CwTp)^!6}t31w7}O=a-nR-J>9C+pWz# z&beUEPrdpAW3$Cx*!2vja&mKP;xn^istCMQMVsHKw8iYQB&8@;dSTnQ%#@;-G^0u_ zerOl@^XGiC^{S1fm;kKYs#E7<6;Ev>g`{i2PK*ox{nUOgOWM+jdgNTr=oR}>c?f5B zX2TR}nV}sz^YuG7k))77L9zJ1qlaF?TZ}xOKB}2owZsAvsp{TdKSGch-slTv;2a`w zKw4ybHoUofPIq+=AA;Xmd-P}GMw3zw6on0FNj&p;T?Q*yq)GJ`9vNbnL^~gr8K~X# zP}OuFU+>$!QJiIG_8b;8R%09Xk8SjQ^~ibqc9x#U=S_Rn@gZ$hza=zg${fIS5c;(c zsdrJOt>SIUIpxp1d?gUY%yPEr%j~x_t^ov5NvAms13r{w5~kt8KGXJ$iAqKa>_rd- z)I=#tiQva=|CD>h38;7L02Ic>E;gbnPOC$+B)q1vO#d*sxa*N}Kbn|RCNYa|@2c65 z>!EUJrHE(v#NA?;0Z<;uGm^VlI=1=YoSx7l`gk&BImUX%+V$a~Q_exbI=}SKY z5P~TbWL44ZX$_hqj1XT{Vk)!jb?$A2!Rx8^`q(p zR2ApkDesbJSFQ9)nW%d~X<{JrJ`bZ5lp?mW?4y zQ5F!cgi?iIw`;_#8iMfxH0}8_4oB zP^Y%k?B{Iz`Tg>#mNn2CT7)uN_Dd|j@!tz6)=ZUYpnKDhd}{A%s)7pUF=Q7vx)-SK zl@{kjKD)bSRON}LZ3$M?XiZM3Nr7#XRFR&eMX15mR8^@@Q*UiZ3X$FQx(v6Y;^=?U zxc7Q*`Flqfx6pIc(RV6mYQdasm0HMKjy5itLQtv*FpS|U7tbJ73rUeuur*toti6st z5<;%+1!~HXClS+6iZ14^hCs|AF}p8IwW;T{9F3&wbeqx+e0;er(v;5ynnBDHI_GhS z196%TLXSG()s|L@_DHP|I$aVP)@Uiv>s(FIF)3m!e+fFP=2=oHwvhGRW;J2L|bk$^5EV3#uSUNBq_|cUbG~>^Z~<8;?joY%Dps#$ zb}bdCTplAUq-JUuK`}9-Ed$?DD?x(Yx+L1*iWUpV(pf?*+6p$9tU|!l+`CyLD~qTS zvK>`psx^=~2zWJ1Ai<+w?kmp%qSsrl0q+V3Z3Wv=C zMx7-B1KjP!ynQ@O0WHxIluJ>-f`>_{rn(4B$f7`1rNJQ{H4xQE2qCS9wU&-Ur@!o_J}@}R8oopdA$f)F^R&K?Q;lHpnAI2tVUS`#$qZAr3leP z{@l4qwX9u8)tCR)HGXS=9P>Fdw)Sw!Ij?68Ujznm5us&44n^2p@D>2`DTyq=nX2Uq z0Y%YQl_oys{1{`Xe2n zwCE0L;;UBAsk5+Dp{Br8gs)|6D{b*9*y_nZs+q&gTb}jY!!Blqb`t}{Xhr2rT(oJ0 zlVmAVQzgw(22x7Yt*nm<1uP_)noBevE}p2=bWhQI#Ls`ZGiNl}P7UX;x7gf2O=ay#3fOsDp2MtY=7c$+2P7i5kv0>JX{xJ;o0=ld< z(Xg0`(oW3X_ywIa9mp7-s@ecBtX@3ttTX0RYB#D#R2?I0po}UdCNQWfY#5kP65^#g z1$Pr`9>PyvLo+G^RRW?Cz)na;E8A3Qx=T*cl0c1V6Cg6YKvRlZ$ouxC8)fVj50k8h zvI-V^Qj}>CWHG}~?$iE$L%c;I}?@=$7o2ry#a!h6lrRDJw+1ZN*s|67$32nt$C^EE8Ls>j4 zp8Ho>>Z`Ap7C-6Oz5XoxnDaYsQ|i^*wGLy!Q4W1B4i@;jN6VND@#ou@Y=1EdMP(L> z!XXe5nX^XUD_lwnYEjfl(H^HO`=S!en53z+ zW->;E1ie%HNab3pD2KJ(#;^}v?J|RR!T4&p_AmFpPrpuC2M}T^z3F0dTVs!aw%+tw zC!ezn&SjJJ-!d+QL0w{#{S&6)?1DWHpUl>T6;maR(p)9V#W{%5oAG zIjlk?B`LeIsk}x9)CwR;QSGITc@n2RF-K2y6VaN$U~9E>57jB0#-T)(F<4Wi(gk8B z*`-tmGatiLx4Mx!jHwu!66NPu&-whj24HzV+xeTGF%{3-@@>V}W3I_A$TL-+taF-5l@}0JQ72K* zS!qR4v{c%Wm@=1kc1hptc&=v+o{nZ}R=|jyCGJUWU7s}x8)90a1;AM3wk1L<44zOR zLXtAv0wBu_ft*s4psL-cz*_PUhnfdpl$gpQo{Oh(M1(giN5rkgf7ds|evA0F(Z#+cfQ z6HoekYxUROyGolgStBc=OSm9|BwIr%X9NgKt&B&Z z`&Z>pN8F+BLLlD|pSb-N;xnknsGP2W#?m?aU;A=x;v7PXp^=p_*3u}T0yZ;s6yXz1 z$=0+>SH_$hTbhUJpNS3jT+Da%QrM0NoV!r0I8c~q+kuti9DoY|O2r-bAQtACx z!LvA#1WUTPNzQZS)GPr?&`r!NGsietZ%i_&UFC27uE82e5%fe*RQ(I|$#@5DN{<}G ztQ=M))fGmuW|}cGNzmQB8RDE33Y~~*7&^^FA#jaMW>HEZC_?3LFFM5;qCj`L&TT&B zyldt3#Z^R1qAH4-y|vzauU53oVh93gfJ&L%29cbHSSnAIP;rGwRfkHk1Bz;>Ln#g2 z<>ZrY_QHc<8ixtHN?BB6*h!NrMFupjnF#UH#iyWHQOFsqmS**s zR%sPd#d4-VDXLJduE%vPkTV(-(q!TleyA!@mLiC)_kt1*vUnCm4BA1GRmr4Ux~4%y z3;=a5K50FvLO7&e*J2qUFJ&}P5Gep$&!ENiGlpQY3wqI*N6sC}vU+pXmU}<@5=NPG9(+3YLhZ7=pOnN!fj+Iy0=!n$ zC6Sr+A~+8S5+y0^>DSRV$fvZXvf^$HgN2_yNGKK+VIcAv)jftF@s+C%&*R-aWjn`vipsL~{y~hWbFZWeOpOxBV>WNpR%Kdr2(_dN+2O_Wtgy)jlfI;?Mjo9` zv3 zQpU4KNm1O(`%%*&OlkzO0>u(DRW%z!xs-~Cu&SyMm6O`e&6VO6voM=!HJ>3zP0dp! zTG3HWkgCuU`zDJzeoUiUS$63ElHo&tFkgTL6#y*`t)rXnfirgMT~q=LAXHt*$gDcWdZ9pLzHCwimzl6STB0^w zBp+W4yW8wiYq}BE!>*5%AG@GTNzEWeiAIrmOB_iu-O*gFwQwJxScNV#zsUa8#b{5q z-+6wc3{c5r&J2+CGJ3x(P-3k);LS8xQP|J;i{r6WK(0oos@Yd4p-q)eCQxJu8>vxk zf7ZlH9_iwp+JmMut*1T;VQpQE#BXbkTgm+XrV3X8eOjYKR+pxKtmkEK=i*e0-czl3 zmAP8?EL0>it)OZO6KaCNLgqZAWb^i!dVy1(zpC~vtd-Om)zs8PnsoY9lqp?u5o#4n z(DYqIQ#>OzL$izuH9|{D1gMU>Y8j;zk2-$K{#MIPL^$s?p6M$VTh7c-K#gKDQL`|L z@)m80Dj_d6q!4=_@zpM~Q}KEpFOI1-w^`SLnWfd`EPwogQSiljla8Y=NUO4{AW}QH zv>_hzD03LRH-%sbqGIH-uJzL5iYfqcKuj%G)_UdHB1bE^XkVotC5aC)``fUjgkrhg zZ0UOZLDFeG;R7r}c`~Q$r4>b$?xH25X>;g6wRLNGWRyxeP?>v-@>{u-F{xq*mD#*1 z);xQdq)8$oz3Xao;o00)N~x%8m=;Nt0QyK3F0C2Im{ms@xp+To_M}l7H}I422jwPZ ztL>C{@IK?Dc1@G%iUypS36&{4+{#^iv9A63u%znMDv+UBF%1G5BVKDtrc4JE=4RS~ z$RbR=*(Nvz8Ip^QSub2#*F18J(#GX7Rhu@PXF+H43}m8Z9Y!@VHwi;ARnjnumx;`T zY3s|(e0~gZ+b$~yFN#~RkHCo1G>1vOe_6Zqp5=jK)NUNNHhla15mLyMCN3hz5D_8U zfSIY4q!gt@bC5BM@TSY^5*Q;y(Yium{^dO94DD@gs-1n*j*<68GDKqbL{rO%5}S*i za}O^YgHcNFYTaD=xudzeE)qqpMv*E70&o$U7u7->5Yd7g)#!vJ7}QiKMTI_l12bI( ztW2$B%$i}J7VitnOi2N(P$eSToGBy1DxImOVtG_VN9(&`wPXdQCQ&hWv9F4Vn#GYR zuXgrgJ{Ox3PL*y*KVu9*?>-~d4UlP46l;xcBy|b}WMw7*QHY2rCqm3Ry$U0vs$eFq zZ=t4Wgi%3ONos-oetGF$UU?RvN@kcf;0>y3r%0%R$V#Tf$P!=F9ce|Wf-)Rsrt&Iu zGNno?Rmy44CP8!!0a^%216ecu7x;JLJF7vu=vB}_ylcXQu12xqLMg&#p$py81tbPv z&K#H))2f(36>&SI2D7;ddlg8kimD1Jux9Ha(bR;fECeVSH6qThdP8Z=iV8}pDxjI- z?jw`Pm*E_yiy9cwbc$pW#7mDQ2x4R`E0}+qQz@WCFf%b&V$ikvrq>^hTRoHKs``}k zD8Fm&0yTBGt86}~BA|*jHM4FBkS?mGfX+&m015%gjG%=X1t}S(;%1Us zI3Z@LqA-EI!lqJF{@wH1=Tb4l_s}e`O4ra+ZLF`>hAz}i&>?P1nFKgEDb=)Gp$LRZ zGiha_1_K9VXHDl%rfX6%lSxK%<{}nW<$DMjONEN1l0DZaPv#CfDm)s@MOeGGcU;+`9PZM zqHJSC)a07#3dl>ctQD1KH;9_MC9e^w>P;<}fCw64%c$8i7liQ4(K0tyhdj@3tPSR- zE19qf+sQ}4gA^FWi2_wb%;dPP<9Gn5;*0{+noD;b8@Gr9`7S*z@F4y2%|ij#j^w~XLAOLPu#7WIr^ zo-ga8?P*o1l@L8#Ma(tUnlG7x(KOxRexzDWPiZA0N=UL8r6XFLwJJcUP+Z)}U{ZXV zHigGLL#H$^TZS!gW6DBpR7*8CwpQ$0<*L8i_^R>?>d`9Uf1dTTWLc?DK?*Z#vMLPf zZ-|;euFcsnNu9B}{{dACcqzra84L$zTI`Tn5(0xPgoF;_#6E_aFAXSDfiVR~)QV?I z6_tCJ@~8x{hHh(>7)3<8L%h^egzlH;bu!Jg6i>25Ytiyt-i1)E8dp=-%c09Lm&YEK zHOr*6X)_vFA}J6tw=Va`0_*nH&{f513TDo*^%Cv_P`x<)#(UH64(;B!dzAGl?6xIA)wP`KPaL$EU$zZy#_7Zc}CiR9gSV8x+M{Y5% z%1V8obm)Fpx_hy`AJ`vv3SyhSY^qw|Nkug-I63plAQ@2{t;1C^Ph;wtgi0r1wf!#0@3WvzW=lA z#b9Q8wgGfiW=4d&nW~5|^Vti_Com@?b5#-MbG|R9B&FO)b#pT#u*UQmUC1u%{urmJ zfZbH~zKsgR!i;RsdZ+QaF#T1IP8z31iCV0WvdbbNJv==@jt3gsk_-v1(_)r7LMd| zJ5*+^0a7*B?B4KV=t@WyONvq1q8Y3KRaJbhtqTfWx5~$*A+Ou9d%J)D=hng~A_k?H zlqf}003qvXS|JH36^a%aS1eQQ%{4Vjt5DFOZzv-iuqt_$;ENO;(p_Ar039HbIZS-> zLo!UdnJ^>7vDqjIKFgH01WEl3b~8sstOBXc-}lUR3lyO3o~Z zEYSx5sEE84#&hK$q!k)fC?G-sWOSOjoOJ8 z&}vL2BU6erlTF1dUF?Sf7cyJ(W78rZjY|%DtogzEsYQckIROf_)~h-o z1LDFPV34!?bM_a($`Ip12&-JYt3x%7#X^a|9I_WQP~B9#Op*df0p*tIN71+}MZ+~& z6THiN=)EmrDngNfC1r_)x^ZTSTZc#$Qi38R)YOy4k`ga039s5Rm;4h#HQILB9&+ur zTv=4>&kO;m#e%truq5ldco@PeqQZT&u9Z>O6an-wOe3XAKrejk(=&@VL8V4ENmz+x z@HE!G?SRgNu&d1tVi#4XAS48$(tAu>nfeG_X*s1kn=g>6fT;Z-7;N(!1N$KECk6%-{stWCp0xARjGvfWiHP@1Wgv1)GNfR>l^s)V8>R2VD(jZgnY zs#_DyDs35kvaz+b`(TMuHSzn+I7oreg+ev>$`%)7poHqQU{2|Adz)X5FY9~JL1h^V zB2YY<%=_E_e(ST_ch)uL35}5L!q(O|wb{GDzKfEOv<>>@j2$fCS{Pj+sa@RKQK1ae zwn;_h*@&t~*5$ICO441?Ht2?-y38n|ML5i>A|=Sl!gf+fPk4eNt#-mOJMn2+i6&*F z7g#zV3nf+%=FByjVTvl9(Z)7)0c_|deznXhSl!MaW_Ia?7xECK;EcWc((*Z3DW*(c z(~=O|#<6eHIBMB6)$K~w$``db3XjEAd_fcOv7|Dre^_R)8hg#kOX%uLWld~SEmZ_& zLJ=?RWvyngEl5Jt9j#MXRoDti4Yq^`Cz##1?J!Yl3+W385pg!nmdCYs`62N`?C*w0 zQx){cuY7#&xVD@`P2&)OLpHr$>g`0o@F@~qO!9XB?EmqjUs8?~8RFK|tu$1M+x(lCw%bBpEY9L^>x=DI>x`OI1(2|eyPNmaUv*5+$BVV=S*#gtHz!}F9# zL3%4gMYM`TdUUqc4HsiW%#h;Tq25~PTDC%f)jSo|K;7)T!wD5aD8k;Mh^&3K(fhDX z*Vk>e##7a2lX#sV%R8UGkUt~*`La~P_N&VB^Opv-myZBtjZK-orsk}QG^@UA+cdwM zc$Y0pl0PYzv}TrD{}NZ^vhGK3Udm_{&Sx_KQj8$y)6rV0G0#F1*;=%{r0JMk15gQ- z0>N^|q3j|{{38r=->-eM5w5M-vHTd?PF|tt4b8IUDO?SzvWtsGw49AHTG~$S_IaLD z*PiB7p$w5UAA3m?o<$-Q=@UCOceIzV>qS#wS*R>kgz0GQg#VYzvlc~G^9+hv^TXhC zd_qi`!=4V{RaGUjeR|G2x2lK?53!kZY**K<<^Q%%ZqC`v?Z(TS~I8$cTr0hiU*T?q*RHh z!4*sj%PDh{s5)UO4I)j_IV@88+S&GS79aR~%I^t?;xf=IGgB09!X3R98 zw$t~8%6gP?zq4&J)2k6h9rHH7$Hzac6%@pu$6JeQFV(6)wp~>z5hW=~7n-G@@w(Op zg$YF@AOe*67S$+8Fi}A^P?-{bcQsv}dF#CyKBvdMhlgY|8UM~cqvt=|yy zb4GN$DtlbjoI~kau12JU`hXZWR$xJAXe^O*fqM$h>`0hE#^PA&qFt9F6(*`YiM!iy zP!>3s;=7HTiJLXTGD}S%ra%0#BxrtXm~)3UBtk}SF+O(<5B0MwGEg0)zp z)~3i3rlE^w?GdM$i4F)tRxqiNzsD-Dbx*?0xHsA26MsPG{v+G%A}O) zN>9iepj&$_ zd4&FKn+0|1F>OyvL8_=g#YL4sMkPd{qD@r$p74>Dj2D{$^LHrm)av z>f$0U@bS1G`%MIdik5?#mEgd`jew+@Ze2|zD6#nOx5R>q=*)Csmt}%f=Uc7sVngkr zKAfA{H?gmM{6IHpVj^3W$E--E*2{ZILBxbbY7rq&y}x}MkJ5QIc*jfi+t_%|`+q8( zHHx1VA7rW=-EM~0J3a)SuqrQVRWy~7nqz43fLoS^n3+

#AD!RAhXqAx}DAnooS; zHc|!cao)#{!xa&~Rjn%!>Nk8!*G*tTyn3Q*pVTd=5?$Q}LX-+%d~^1F}N z$M{Rd)L39u;C$Dnum{{!3ovarwYT;0zUe7=q|GE_wYa{VXZz)z_E|4oF?9_djKHJK z&%Jl8Bth;2%2HkKldujhz(6f2pdcaY`=U^V1uU~&eJg03T)52D&;os>KUur5!Xke zT36(%rn)V%QecZa_=6D9&9=^ctXz+f{Z5LeTefz_`5<;tS}%rAk4hI4vu3(mzp-I_ z7a*STCU{u`RSaw&8KJ>0DuRhh6WNaWI3-q%g((t-ZrV0c_&>h75cX5#ZpLPc^*4!M zw#R?peA=^)Y#J_0MK}L0<8@*GF(0+2+aWl{rGNhj?*a_dfIiz9nnv=?G?kM!t6k{{ z*KJAj*ZsCaN<4F-kf4b{B%Udu63BuqspV;w$MEgSXqB(JHR)2Cv+}VX$5E$UQ@Fduy^ zq(1ijf4v?5?YFyb-Ax8vN&%}Bj{5x|=^V&X=Zh$B;VbyhP7Q;09yhi#{M7r<^!_Stu|t>jKuZE7`~ zixrJ~^S)R;YLDF3a+JPWDgW{D+4Sb+jZI5JbU4CvHKm)B=$c;DMe5jp9{Z1Dez`tt zWnC&cp~>Pxdz9sj1ogIgvluHwE0EVz7EBdvD$gMFB(?JWY@h4XtX$n~7uhHNs5j-K z0|Kb|6UIrjmCC!eee=r7Atjc~iMk_Sx8ADP&{}EFYD#7=$)@L;*UHvj0m%@z*1FE~ zhc&JQS*0?hUM*(`DVwJ-R4<5Al`Fxd2}|KbYL&r0x4g!pg2ZOc&8*IbSo2}A zd3bV&|1e9m*5nxaUD_>KNV6V_6Z#%=;YpxgEKl40IxV_5uC0Ngb!$1FzA+P?^DvpK& zE|<)QoIm6B7tj`(dP4-32q45XuxYaf3Pfo=%@$$TJ?GMG>)SD-W+jqhUU3>#%*ZGv z5VSyre;3?ZdSAEJcC$dgM^CP6iNT*p*yjGSUwMi4)wbxBvsT7#*2)=bqNfTZS1n8B zR9ooK4e}FZF4~M)gBcYBruHV-MKl&>huKzo;+D~ZvBjIgF^Sge&L z)J=Q0Rf1p?O;Erh5)x+lW5{jO?m|LU6nIt|O>%R6DLs-kmlb6*G~Iiv709wwo5V$D z?aoIJ0r6Z4KaCTpD$3p&G9znoMTxt>5(q063Yp?2gjg1Xb^EaHsFEbq1z<>uM&-R` z3EX(&vho+*|0(H`|7R#x71YypBedXii8ub~$`FM}mI`3mqwa%qOc5N?$OCM)~4b~+Ca|DvQakJWD{*Z3o zq^hD&s3r=VQHS4{D`uvoTZ3#yrEU+1kq}9J4()_b@(gY_MPnd0S3&!EwGl~bKH7?H zj%{2rKO(+ozvFE|0X5)|y7g!t$@rM{dvfBXmKiQ-KY!r+-YIh5FS`y}$>phLrwncsAHdecqJN0Yxue$DDf9SrVakyV*OB@xx9zHHD_~y60 zA1GZjBgux^x8MFh8}D5oz>t~{73*bg{y$(F+S}?F{m0t=5UI9q=UQF+4)HZ?{j~hP ztv}u}*7~o9{i5qXaeO_taCNS4W^Lk_+wJQ1P?@@4@^;#7Z3otgG5h38jBWnr>yM3d zr+xOX-}0r&`@O%H9s2_o*Luw{j@s7P^06KDa$9?4Yi}pfzFOJ8 za0iVU|2nLnFY$f*=g+U!#`yK|J>TX3{?GX-^!tqChSIf?k*(kr$cN}>?^g^6)T;7v zVHA>a$(pXM+qCw;c4cEWh^5=IFCRW;-nYyb0;}gTo7o-(olZhOYd z%l0p=zSaG!)i2g$wfp4@FKkDO!gKd{X!&=r(e=YyArCe|A{$e(n+kV|%w$XoG{kYsFo^bqxr|r}COaHjLopykF)Y@}d z+_l!{c5LR`&`KZs+kMy7K6?LoEm%i2oL1Q_H(y#;jQQo)L$Ceu+mTn>E_4&Le8jcA zNjsFArERiXdmX;tt+)Gli`=fyRV!b=)&5Ie-R{-g|e=$q|tfyc-FzyG&?{LTz9 z-;g#!EyPOhc^-a~nb+^tihi4?WqbL4Y*==F`%gc=d|Md5p7{ECTvdO6{d7HnX)=igOP%69djHwSl<&5}rcc?z-{A+<@9+KgIdAuzulqlJ&zJZv^SnIQiyw;DHRmyY z`&%9q+};OzyYef8K7MYRuU}hU(0|48Wxf1<=}*nSZt=y}_uBqZ{r8T)@HAQf*E`4C zcsuTYT(>V@cfRt+u3@?tUVVEXS)KPBwg%B_+wV4i>yM8Y@%_hbaipCMrt)pIUjezz z&wu^n!)l3&s?1j#e|^7RUgo2}pZ|++#-?Fl-Jf`&Sr@NJQ!A3v5kByyZ3*4S&OHvZCmxJ zk017S{Nw%gb>w5-WV>z0dFlDUo8|F-&d2MwWqjzl`op%-Z5;J@#W-KyD?J2j7j0$p z!>%7KF6!HM&HnRIk97&wtMJe?_xm6EI5~Xo&GxoMllUyK9zXVT{bjtoudidhKK5_( zFTbo`UfTGWF3Z&*EomzixT&I6#VNk(rX==fB$>(|FWe`Egj*U$gnt|eLNwwf)duCz(^TP|&8@Vd{R!ugeX`~3JvKT=lMGwH~zSfBE}jhD8RcETC0qW4oO+Yi#z{R4w{3A7KV|+gb>)ly z^8I&>3p3Wr$gD`ls5S6&yS@12WZU)iSNgU!m&ZM%7cRzkRJ^_aLip#$_iwNJcbPvw zr{ZX(UZZb1=__w-^pCASWWAF%s(=04s9*H)%g+CU<6%_#YaDOmr9XV#c~K<_WX5je z#UD);A*t_knff0iv;8IYuVb{f>(rmO)5d)GPVaquCWhU-xh((b^F5aT@pW9^Y9G~3 zsKfVpuhpjg^YmYX?v^(X%SXi#`BwF%hqv>-<;1>S`x_qe&DwT8#{5`EU0X=bFLVCB z{@<{-8R5Q;n{!#4ulo7r?{Do>hoq7;937<`cFzaKCaszCpGX->c5I9;=8Z=j%XL9nY`Sp zj{H1Y9_jT%?|ZJg*$<41YP8iTt8ma8821d<$BGz#h&x)S$}-_ zvE;KWZ(;4CjVfeWnb#w45B%qS|9@`v9-nieujA{RFPz`&`l*a^#G&Uczqil-e2$zC zFq@|5&yEMSJS`=Hqxbr{%WGYadH&SYF7G@3eZ@6vKW=~R@}jJE)YR)Z?>j7V8~we$ zeqEY&|NOQ1{q4VGd!_883c!r21*tFB@v`V~SzV9;9b#1BTf-yAz4>TfO}wqLOAcf& zm8h78QCKr;Yp*UluOGg!g?bjTs@J&Tao|(#!`q|1o<%n{t}(;f+kT}7YOTalP196l zXJMV2eFJ})vol2!dbVx69`Zl0JnyuJy)XYF_AaaOk+1EWr+A@qkYQ$Ks;vIwVYBI# zJ!=!L8mDu;_J+O7SIc(|QH;_B+r@v`mjoHD)`3&kMKQc~e))C3kLw>ZPd`T6QJFD@ z3G;q7YfZha+ybrw!$Lm3{jx+NPVtFX`OtiXG~L6i*4I|AJC}c6?Z;cozghpw@%`T& z4{N!%-qSJ8sLAFG(I<#nM5v;mUMbfYeM@X>S|vJD3M+Stqp6n`36-LhKMk>!`36FW zswxojr0{#y2Z~HcCABjJaH%b^5Q-`Y#MRMYFShM+X4WN^kXrdEdTg67EZtQ-N>gb~ zsR98&xqP{Ig>gpAD`l#Yb}&%tVyZwPp(1{3$k`&z;>kGY1Vlv<5u0P{vNbX)=%B@A zrHqYe5alyJPb7R*mk%Y-Acq%0o2+qvGs#i=wI)RBKCJ~v(gfU)5L8%FQ>0wctN?~Y0G~R_Y3`1eYf&?x?4sEt z#ep)R=_O)>5^oC=umFKFGZR6TWNN#mM0&A$wt%+Q4O&fy;bNVvtLjr^XibxAwH{Vi zElV|edycF|g_wxAJPQs@3ae_I>h0wj2`LV)l5$aZ(J}$Ipurb~sq^V4k;!M#$jppX z64aJCc0G}z#%GIiO=IjvSsw;%ZCCACEVb45rE1zd1<Hw)7z;1a&>dK zJILfpg^KLfH=By`5=8?9+Tn&)EnOI_BwfTRw}MsHbw8JfNcM9cK2sqax6iwJD@ZiE zx=L4!YPI^n>$Pc64C_Uo)heTHvCZ2sp=k+1aB*;Beu?{M9|Jey&G{Ajkv7vkG`D80 zY%PsWp;)PHdUTHn6Y-)#hBBQL-Nl;RRVb8NV+AtG zhIGO9`(gksRaKiuO@VFJ0Cka3v(hwagj6WBnTmZw1}vr1@YYOCK36;(1Q5@+oIsew zCA{v~3k{-O(R2!1P*(Q64e?dHA}2+t>Ki)wxor;(bJ^%>o@+`(k6E{l>@|dhLo6!O zk;)MGo{lh0Rt2}P=8iT*q^T(?p#Vc9L|RZd8GpNy(;m=m)xS)gzg+*b(#*QDQ>+*z zEah!Hko(QGAsnsht+NC8^bW4R#0Z-Ewl!_d3X)U-Aqj;5tR_j+wgYdiT8diHyV9D% zz)O50s!EDmDvZK>F;SwL7!aC8BF%=tO07VGs{~=86!+Przv zMQtTB7FAUJzAH(aWwjD&7{oVv@;+Eb*6`2e&^KnxG%`uHvX|R0GeZ`Y(Q2C^rmSQ=AlTk<& zwGLMiafbFLtH-z~CZ>hRtQZiWR!*-5ePv73Gq!jO9BJ!C`_frJiA>Z?Sz!&wo`-w4 z_s8w^W0&z5_IWtUD`hB4q1{y6H9sH? zDo-F4W$q(iqTGI^gmiJS}Rq(njr(X91doqZ*ym|6FmGQ!7L0>8>DJZO__ z)_(Wxb=fbERZ82h2dEN_v2tjg0#{VU#WiT!MP)oH19hpiVgYLIMVIqpn2bklW|I1W)=Xglgh2H$T^)nkqyURU}dp)ICLt81d|e?SM~KE&U+QN;}Ge7t(rm8-P&<`nPG@pYLxy&_9l&7FmHQ5gwfsFVS$A#WC}o~ zY|y4z3?J3Q{bgE3g=F>AJ*9~x0aBmVd7xw~)u|&0J-%hkF)~qM2>J8Q<&XkbmJkV- zXacR&YVsFG##mKRRhR(v&r22(nLq;}?2^5OMw4U%7Ho;AsH)vyH`qs1C?VjgYj3Uf z%DOju3Av_}F$K@|GzF3^l)Em|@rXQ28L}1jRw4ocs3j<~=H@D%`$yFipO6AIEUf@F zx0mV%w^ktMzzV@~B;rk^t2v+YShZr2c`#RA6|t(D@AS5ST>9QViItg2R}B?`$gH(z zX{HMl&yX+6s&BX2Z#6tmOH`Rxw`DR^Hr|Id5?iRZHeWjvJ<>-#M}-pzh?6NNy#p#izT$FHb_fDuo(py zWkF?8l5!NEJU5ssOp-G*8Rv29E-zL&F+M!rF4Ljkg#wA+YO(ZhScx z&zf#@O$auvr(N(d+hc8ukJ~kcss?XmZHZh^+N*#5k<830Njhbtda2FjuPl+lXgHgx zMqkBp|s)RADLQ6L$w1=*_OONcM)~(T?CHMFKvDU3NTZdkq8C;L*S8?h3=Gv1v z*4e^*Gf|t88=@FXwDh2~qS`F#mbZrpm_#IsfS9P1&UuDWj#r9ZtBsIep%z;N5x@nF zOo>QIY1O_TyO}i9BtmDR#P4}r8n2~@CiK2$M#h%ep}l2EdBH@(dsxQN^JVwPgB5cX zfYQF?h&+UCv~#{nH+dayZXY+bf!7t2uMi0(++65YZH7PAZnwB*8nIa-YZa!n*}uR3 zIJVIwWDbwy9GYuG{Opz094}IbNT=Vk&E;tkGv>sYpi0|SQBbV=rbks{F?ksjRq$PX z!^2>xJ{A>_X4avoha4v9&$DVxa2Q2O&n}JG^U@T}WL9C7hwv|AsU91{E1(QBxK3Hs zP_C?QSwdPl(){M*=Eomr`z-8iSW$W2u;i zbIL~&Y(m8po-?Nt`z-5phr?`siqLJkdzwW_-txSV>v{kNJ+uaXf>=o ztsE)9r7qADJIZ zjq4Yweai3r`p>oQl~!{AX}VD?HPxg&Ibah23s}xlto9!A1!cVgEKvl+X0DOMPiobC zt!&s(0`iNaAb<)=HG|37EW{hcs2hSwlB{-#53#j%m68(khRuLNt(f-$O}uTdI9?W! zb7bZ`uko^3%ljysnMiBX=lAspQ95(uI!rq~)r3vc+}tHtv#OLZEs?2OzvTJ3ej8j` zv&Gm!AW;|4ic&Dqog`@mWRm`vc%-asBCX}HG$|y#L(M4yHxzQ@`kt8ml=~qTZNG{; zk9mIm_`k2-et(%=TZ6-P5fKcNWz3Lf?gbTC_YE;(X=N)8GAN)fB*-ai)j;a4)Jq%O z)l6yuqOejviR%&~=}3y2N)3x!Z@CEJfZ_~WV5Kbv-Jc6}g{&@MgMZItn zZR1#U>ec#qf8=t(mgeGIxug<0Ev;Sw6NrhJl-GR98VWzuURmJ!OwML|$zrT+T)N+= zTa_}4xje2{DYReGcpCeXJ>wSFk~M5R_}6~h)a-R!w{_-am0I7L|4;2xhv@Q`FGJSN z$5)k8>#=u=2dgGBOI_%(toE@=COkyAZ|HsIW90QU5>i>9SlLD=bt|;bzPGJua|2MY zase~kj?XO1+?s5V8TB2dTYvZch;y>WTv7EY-i~8;!*L%7w0tz(9TIdyE9lg9xGQ(T z&zeJ`I%)p7n0&vYp>fbxtuG#XrWl`hpO2j z^@z$UHT9=><|k&Rxb@(waith~zld%(A&8$KL;|+e_6j}x=Z~x@l%{A!Km;Y4_bpL) zEmQSEqixmwtUUY@jV>y-)d(%3t}Jg0DY33a9<33|Xuzy8>I|GB`jysL}Syec(KhO21zJI7LZYEhmu*5LP(a27%0q$H%f_>cp#EV&Rxppm(N5bq70jNe){wQL$X{V@U=8}x&Zo93OJvS?*Xt{@K zD(Hp2w&=6g%IpO%Y|so$tUo!@=prq(mr449jM{H&h;k>C8=hy5kj*6*LaPiEn3Zej z6HDYNOv<08pCU4m+4>XL7a{^QCNxBI(`H3L0#=kn>MBKu(*zwkSfbL+njkH+&CjJP z9As4@sfB<vs znTX2lcoh+d0!Z-`hlYqe7Dy>UGpNzDs*qBWq+H+*ILjf2_@T074VjQCQ&l1|k_y%O zIF-QbKB@;RAtK&`!Xtq`Mtj&RX31T}}R z=u1D=!BwVVt)NMYYlm50Uy;8DKe7# zieOU(mQo`8S_)sCSt6=bjaFy3*pBu3>k%J0gAs6D&4wDN)?~dv+E8#chnX3a&gzXc|A5`Fl`hI5=4Z1WpB2uMK)g08CWP<+Nd+< z8Ca8|m8M=aur7BIVs1eH5AVS832;rbs=(Ub5=UQu3#ZpsglIALN>*Uf{ z1|e+FrfC@3X>y3F?20CkMw*GW#Lse;8lLkWQqn*X+?RJ7m*<$RIjtAs)+BG~3bKbe zG65+$Cd!IlwXO8hWe_v;xxx+;8CtEeB`abU1FV(bs}8Y0R7~<;D^T_!acgUpMX6I$ zu{0L~TDiV%F=ihtB9Rr9)x0d`wL!hhrp|0H+4f@ADfXI8R2IgdlqMkF++?hOxQJkf zn5aKL!`ilzrZkpUfyq{Bbt+)vJ^UHNdPA2&D{Zwe)sR+j46u zgpR^IhnB5J!HEK1bU?%qm^q^gVUs9c#9sY+GN$9Ie~JF1F{SR@J8Uu>_C`b;o|!7Nl1 zKbC!QGMi4>g-NcZBjX|05bjULiKwa!Ytt~>+`Ysi=+)g&+ZKA0{)a{x*hI~jEl(*$ zDi&4X0gysymSC1LqID}#5iM=pT+~g`ePCdvj$Ev{XQ>dfhx7WOyy-N73GfuP>1L1H z9iRGg;Uu6d#+o23Lv zBp8C$gPJrYt#p^Vh}b=S2iazW$n5&q6`^7lDMOpTd$h>;*nSr5y)BF;Qv7z$u=(>9 zdvl4ehQav(&dpu=Hp|Z?Zw#e#@nSwU_@)rovX^n4fh5(utEekj=XqYKD%Q-jQb8@r z5DwVu%a~h4k7@2{&bVZ*F8d~zE3H^Ft8e;pySZE|&_w2(KL!u9?k`EZU(_xtmH9LJ zl>O_@zetRQe}BkZ5rnatR7jLUx>?YL=|n4GW-^qiYFen}m?A8tB*v^<9CyCHwZjmM zk>-$=(g}vIamAKTK3qvehEJ2XIGiW)&N1?W%=fmw`t}mrO#+fi(Irw)uv)2#S;_{t z&{!)ow5cL%{I0EbtD|p=v&l14c-}uwDsxF|hX_*(6{+K#t+|=rOalz$C=x4KCu~Qp zh|7G6U8&TL)w) ziy_5sSiH)ac?vFpJy%c?Vt^r%u_=42SP99b2JvlcxF%QF)DA0h$@+n)`KBGFWd<>Y z=%VGS7$RX+K~+GN3NHMX0qt!0;5Q|ry+6{uBMmiD$=s1n+TQ8(wrq(Eoa{< z{l%Nng*8;mA)yl$p;6+gP({J1sg^6p9$jsPT$GW@P>6Ke2Fr@<+B~pk!JIF4(SH4m zQBTSQLO3HewN#>)X;D2(iWbbJ0mprk`*FOz)iv?+EkwWl>-X&MSMPAdtKsjI7LNZmbnjTv?0V1y(>|LCK6#F9?~; z;UFX?u7k+t$R55mGyO{rCgy=zM+{o z{frVC%~38YA|(~T(j{6#RdmGxp^2voXH;sl=4NU7$O)>;=E6h*;?T{!p#_+5%=Jey zA&E|-C?Q1@8?->Gh(5m{Jll<$%1k(*!U{Yc3M;RL-fvuzDc;{9Eyvx;`#Dxa5VS01 zdPOHYkr^xp+|X0Yq*JuRB9x=rihAlwyw>As$gN>a?}!vQ>0Rg?V_Y^ zvP>nVhU#LHYSe=8l*6qFp#jh75R)nmnK#oVdPLnavGAgJfiB7!nJb5@y0(Uj>akRR z`+-gC)-D&W#HgeCZEl)fmJm*C!5)9M=k?KtDP1866sQW#EcucWRg@saOq3!)Y^SWs!(I8q;lG%hqT^5Z<30nAyF$UlrW$go->uI3RMxY z;s)E#yrogwBSTeu^8q_=G;WebNtIJkMhAKpbV(M=tgJBUgLoI)#eK4NP@6)DJsiNa7E3)@ej2~B*5ci~>>QR^k{ zlTWg}m0&4O)z#a$d2X6*-CP?`Yg(jUBKu!hkC~sqFhkQ`t5qB?kDSVEXwo}G29THU zK)w|Qoa$zg)MDqttO`K2L^2r=5ef>t&2(clsLCcy42p`v!z);6WhT%+GnNz_DUI-; z7g04)RnJRuT>Fki;CLQd$1x!SfXhL7#Wqx6*cC5Sq$VV znC>^qfm5VpTg|bYY2a$kvS=Q@+9#HXC=No2as^tKj^gt^BY@KkOR$Q_`pDR0-j%4_ zg*R2Yb{RUd$l8{mzO$`D_C__Sp%M^^yY8>TyH-k|QbqhZ1|964W+H@&zro)tmL*$$mv&3ETnRRA zJJmw6UH`td@1}1ltu%&=t7X5nb#>*m>(Tk3tl8~y{b}?4+)=QEqEHLa1cD+OC9V3u zx7zUeuS(6A|4ZvNzrL^KHpLl@*}w`g>)v2XKwK&ps%0+Mv#bC9eT)ZU8WCMavr<~; zEfxStAqfE#WksZk&y`lODJVLLG1i{7)_dC@#*eCksG2}$>4z*O3Y&>32%(C4nxDOx zqNURis;=8=$GRO~e*RmH%4ySfJY{NO&SPsTgVz|RiF(_mHbj zN$Ocja5GDKB=R|-ZQ^1YCi(k*e;YMkk8?ZxV@#3XzPf#UzK-f#D(A|zHd3=R z(gM(mB~cLLlWN==*=+wz66%ERpqGamv~wkv{7t51YIak@X=kB#>b}T ziyohkJwunS&40dagA<>hf4lMl-DHS#=V&qI{B67EJ6<2{Z&F1z$t8xTB|wBzGhs$} zW?dH+U$9zb=RKH35qd*fomGJNLT{mt(n{2`Gt#tcnu~3Q9&?Df@|GnNt#S&htM$Eo zP|K}=>oHeu+?W^K{UokhU)sNH%%AHw_(uI_i7&4ISoSgTKZO*E^Qh>or64T> zt%;hMtCS)#R9KZeBOVh&t?k;Fb=|eHXKQ~EA(y3XWw+8@uH-nkUwYhE5!_m%KG%d{ z{jsji+!adHg3R)3_Wk<%%WE-&ENO&3+ekpEzbM6EwdPon7JU=lbNf7bB@q&qA9HhO zrD$*^nl*Hlr`tG1L>!p|>4F1N;0Y`>BjDV@4r}EIq3IG~lgbsXsdv*TlgpaYVgO%2 zpub?5H<;0?IEern*kZ}!Z98fMXI%lNt9iN1B`y!c|M+H}b&T4p0A3odhDxb~nDo~s zN1ZDdo=V4NV$VX|pG!r1`tpv%b|vThthhH@xBlgi5>lWdrrIg3G6-;N6{Sc4CC#8x zl1Y_CRY0hfU_MWj;-VO9Wu9i$v=pmQ0^DCWVHq6DWT|Cpl}DAjx`#v(3QZ)TYCbIJ zFcE<*s%RA|YJFQ%u|^wEU6NsPbVL(AQ#jMH#3H0YrwB_#(FsumFsAD=CT0`SAyzn? zqjH*>nH1MG{=EG{DicX+L7u%Huhhyc;RSSa7oSm8lqRC6m2K}vMM%y>6;aeO(|AS_ z%mHL3f=U6|wk^3JnaEO8?R1kKOHhS^Jo|ZIf-thnBqOFuN)t9MsfnDAvFf#BYe8OB zrVT)4Dl67NuBL*>s490c+wn5%R%KD63djb48FsJcB8ry6tVN9Ov)Qylv6b`^A#BxF zpvohzO>rXxSctwvN^j6WH`1u3nuVx5&&d2jXFAy3^1NJJSEsJ$(gc`h= zs%9NhLEB39xuRqfdWj740Y;jp7}Q0Tnj`j+feKfe!8%aPUi1drM=e9S4J1by$gb6` zijZv2=d3zavl>cRNtBA&6Tl}?ER6;c(GoaGCQ6`k3N{sSEyU7TFcEI5y5S04B%AE2 zDxk9fs@&91ts6^;pDfL2!uh7Tl5@%Q25a6n&hxB!q!4A$W}Au&GwY(Db3R{S1d5ew zE(F-c1Pmm}OL91tQXG~|l)?g;san)l>}nQESt8jo8?3uN)UVd8eG+R4oJ=95p*9rT z_2ttUW;Uo-B{kGo>RcjOp}oXXjL0tO*49msPFPK20#H$nqTPGZR4>=*TBeevIjyFs z(VEHH(z1luRy)K}lvFQkA)H#P>DpZewz=#o%X~kJnMu>neDD{}%JsSOE@G^kFRw(O z6D@P=tsPE}mC2=2Ax8>nDVbQOiPv6JQ;P<8Lh1lqNaR_Y}?WUdAG|1=>nu_&1{GaNR?yFp?uh7dEkXM9NC9DHiNR?H!G$_Ukj=LDAdoxz!2iSLuNYBF3BB1=%B=CDR@`F4U+V__Pm7Tub(?jCgttEwuOH{A?KX3hH4)|TedT;f=g z1#O$*?H!+Yxz-Av+RtWU+%(jnR=J+X9#aCUTlYD9HP+U&9MuRFGil|D3wh--Yi(-^ zs8q#p+obK>nxM;)E!147dy}$BnT`3)H)5?XG(pxBAzrWt|bLcq?n$D~3Ey_Mq#$bcEs!)}p zJB;EJC%K}Gurf1qs4YgyOqnFeR1p$Y3TxbNM60xVIz+5VP(tj`&D=Aybik(9kc?b9 zezw}I`r7tK(-HHX@|WrV$IHydR!~@e>9Y#=S@<6PS8I^giyTO3K&89?T}!G2B`jNG zJM(?SYt;FMQWft4kNJUdIjGi-w=YtOQArb#<)-^)-mZt~-gn5ja-Ie8LWu{u*r3fS z(IV!mCdNyPtyHDSetY$Nef&NW(Rb~9YxSuC%D+r}wK%;m-F{KrB}AhuyJ;h(5EBfo z)>KjjG>CgAS%hL@nxr=$Wx4cRDpb2Q);Z?L*p7VpqP|gnuJb(Xb*&tNc{G2K?K2}I zczmeE)^<6pH=PaBGe=#&uU(bUr?y8s+#EyeLOaB4q%7Fdh@P-=sjU?Qv9xi2)LHH& z%t~)v-I#~^_UBZ}#amnTVBWG`f>KZBwL{cy@=sYe?0X$G*KgbS!;38&#>40;BALc= z)nUAJb{^E0A_;*(B@02S*yie*o)RIpt2*E_+sC+G@z^Piz0j6rB>~eL;zH#l^EmqU zWyPaLRFYh(C1uvSSmO$B?Yy5=a5bUkh>>x9Y4z<*J^_`WRTk-DW~I>5*`F;Dkz^1H zSpu5hUPVX-Kq)R!DTAmWDx;{IsY4OS0;DZ#qM0h~aG9PLC6x*4Oyta{oPyNkWJxpX z5z9m2(ubsxq2Fq>!w^tYDS4 z*0wHKYYD8Lkp+mkscPs8?4AsiK@9G2hy=@$Nh~!JGNL54L8n#u6S)BqWQ8)j)+K7b z)z&KJnAHH3L<;0YUR~;NPwJUfDMb;^WI;C5-I1I`tm37Ut?(?Mu9;~T&GXiki73qw zOkK(1#*PDpNT=ghZin<;u=_)R0T8&`>l_3yF!xoY%0j5HVRkS3Ng(_&OQ#OjJ zMRB@UI~C;9gvU%sxoetm`^<<&xLL%N&wFmw+1@Unv(t1JcF#mjODr7bN%<_vT21*3 zW_(nZF-*kMw4TnA)l_ApDN|8ZHKH*ON`o$cuSi+L5k?70qDyPTs`LRpTb5)ub`;da zWI1R_Mvw$OvrVFh<_eVwE&xf2#NtI=Whl*zET)J6fvVbEQGSLlA&~4TZP<2HzRWSC z&+b<&JExh|?oE!YbcSa`QAL5ywPoDNQm87(LKUTGvUF1;jfstX3rJaro|3PoVhj{m zQy^ky-kyMV)24QKJyGV28Y(P3DGjofPDy~&XKqE9B@;$MOSNDHNPrLkP$pJAil&Z$ zn$QJK)e;Tnq_#R=A6za1&EXi(QaA|;8%>0vw%k&QtQ3u|I_4(jm3x?_QmtgK{K$wB zF*9g~-V`^M^s&M!t#4Vr$65Dd77I5{kn0?7{9riF8ta8%PN>Zvk(5rnO{V|E0hFiqc%uP0qc>IQ1 zSrF-fXi@XDyi!8<#v4N=vsJ&bS8k70NiC68W8&eyzoWNo+wHu2iB}Oq(X>{o1uoJz zl+3Kl=;~63%`jPX7=xN(X6(9jU3K0_a1a4llYPNb+VW7F-mL?@z!gR@17R|pTL_wF z?lm;-^J86iMdOwWan0~*vNo&?sd1~OFI`u83boI#uZb}(=;O2q6_#mivYLvjSLyul z3}8D&PBAv$T4N@A6;hQf7r=>1{S{Qh=(mmV6I$NqEb-nG**b)~B6p+eeY}AV~G^JRszMfB5P_?P0%Bpw~J$(B^70juQcEvRoW>&t;AYuCBl<=PxPRLK&?SVoF=DW02dhd(*+$CpI zeJ+c+++{hn$lWBqj&*voA?st*Ic?Oc7-k>sZw&!FPCbWF%rz`R7R8a%YMS*BrY|B= z6EDB+-INPx?djn`SE41|V(t zc6SRmzRcd+Wu&3M8GL*H^Lox*fB$a>+Q~a8+Ni!Ho+_rp1S~^5q3b4HQ;_LG-P?8O zYuL-AGzsB>8X%X>^I#RBjZ4pFytrSQOoyC`6Z3-!5iQ>7r!GJHK|u(NqES}#hE3(1 zI?*_Ul;)K>*@DJp0<6jrGu5;^ zpa^`#5bb6QGdaQyPsq{Y=W*_Ua=GlSTeD@Az9x^4wKxSkW;gtiQS;5cm*SpNby+Vr zb>?^vJX&2gNn?!6q+4s9&^eYkTslKZ^!3#(bsQE)Ia0LL^!A!L=dC@0XUr?LRKaGt zKp@$?fLY$}advR2YNLWY$_dHsj7N^Re$LxckJ0vzrOqwSR=^pev>e7Lk?A_SFf>ak z0yFm_%QWb`&E7Jt5YlFAVOVOGhR#?|zo7tjsEBA(FGV(ID)KCyTy6Q9ZN=D4tZ<@s zMg`ocb7u1`N)Ct^hYQ3K&{Pe{7NrC%6V9$|nxaxAp-R!I70i%Olcws{E?J|BZ~&-M ziWyw;XyR%rWJN`h(x}UJdT7uGyI0eq=2VrX&z-PDLMep;ivn#e52hp)#3T16fwyO1lQNfl}IA9!P~QK2^3| zY!(1OU{7G(lLwR5L|Ai%4Dsp6>6znlVVQ|FYpmit$Z~D_nBocy;-pB>sv5a1sHfmc zp{xnel&TcDP&4CEGGPs-C4)ZY=oLdW)QdSrR)&jT?#pW4N1+O4!q^e}wk(|<)>DiI zTFs;ulB%@}qN`bSLIMEbtV~;%{-BRXwx1VNHXhFQuHLDd!w#zN#d+;MEutmABJ~AJY zsv=!YiwqV*nt5wnP%2d!Q5ebKqP(j8^ZLrTTbAdkpp~Qr(9gA%OzITE6Mz^zNsId* zEpecvrS_e64t$9bdWb$sJ9Vh85UseM66z*8Sy46Q8E`?w`r2k}lYT^&9H#TOotG|; z(c_fPvkPjMIbDRkFL6zZ=j<_2VgS?gTuR}?3d9xP2BsHKFK0_7a+JQ0o5Zo0D6=DZOOr*6uGG|x9rbl$NSCuLzhVWUj_Jq^c8* zs`L5MUs_Z~D;3BBy{djKc`2&K{}BQTbkL5>>w20ftWkuLNd<%mLAdN)F8B{%(tN0= zDw|iwnep;SFPKP$21C#)O{N*P*=Fj{I_;!X%vI-N?-(Z&R-yo(;PEsxvCl2W>{=_^ zKF@{kFLgQD-+mW+cAGD#5>AstC8vsQ#*3b_%FNc4eN-QqCoK#!N8oVro7$4jrskwR z_lgjhO*5e0TlG&qHEN(D-8nb;W#Z3AX+Va_U~6K{4jCawLWlqoCT5-5rg%DC{%MLu z%x8@e1%nbmpH00{MPsfxd(|Ar9`EPt<0{4oaJXICf6;*Za_gUqjmI+*ZG^%0ydc`kvYeJ17$Ed*G57b@H#HsS9t~(OB2te%Z$MqE0yxd-?JH_Ce78}+Q!Nis z5mIKds5rG?>J18&UMY0~`Rny>woqaw&mkvq-|8_iZ}v&akYYwgp`QQUDOZAAly`YQ`gkVXK8$5utH=|*u)k3@Z;069`yI|Uejl6Gk*Me`DR}h z93~PfY+|}fEP(j;U-a7#Q#Rz2-U`<^f!`mt`1-l4buhKSvqsIUKm>|nW#!bI%z#QS zA4w}J(4~d?)DTg=9eL|qSCd%x^v8}Axy~Q2pHOv`>4+HjKGkhA$Zxl=U-S3B>}A4# zsN6R#Ew@wka{&}kOJ#VR&&4Ec(Q>C->Jque2|Q}NkFQFSBE5NQ3u^&ri>}Q%N7jxS zL~qg+C5-A1J>GpER#&;M)yyaLINdIfaYWU6Vogje!|g}w;`{WJk%ji-)2Es5*N-=q z&N)U_srkCPFEy&>BQt**w=qVvh%Lrt8>{KnE!qGdwVk+j(W|HX$srk~m}fO1({NwrqBZ zu`^&zN=(q!ZKk3vTdvnTiFsTwuZeaBkx4XA8r@XeS{YgbsEW}uOGMOLdqAH}nG%WW4u>T1 z-Vm*Y+?ssWoHlJeX6m@6&u0?b5{)?0K$qrFfS8v$7H_vvPqpD{7SH zwQPiL^rgU2qSd;f^$)zFB1i`zvzSy@X$4UuQ2GRA(i1Js*LzSyHK8rQRDt6#ydD-& zQ7Hn5R25XrtT?2JL{tKEdYF`GieGw#6l86^5RVbX?3=fbu`KE}k+a|uHdD;nfK-Wz zsaZ*YDK%Muy{LFp0dN;6N&*@}ks>VAL{LGpNWp!(xGnQcm~QKmhmTBETl+Svo-#u? ztDdtP$#`oj0>+F8=z4YA4py~qzzwOayVTy3J+oE(Ly|?8>M&P|s6^o$Es;4zrV1zy z)e@z9#bb(rdl<0LZZ>9~d)m4Qww^{me!q-=w|bkM?We!Yi?Xj{HrLOFPiM4h*He7* zii??}jzA7;4?6c;_RIINw5(pTz%&WB7n?Wyc#{dCS6abrc{!FZ4}Pkb66x(c`|-P1 zsDEbPVwu-7D)r=se!;5Mcg4fVSX^!wUoTOYsEhm7)>8lR`|YN>tzz4lejGL@%&PYv zFP?ECk22;Wv#FLX69dvG+C(eTYc4!iJ=T7iQ&eeIW~r4qm9t}hT;8H9+A_g2HPmzI zXkYzoeelzWpV41&X=z%+=JfF)GKSRzMSNX0>n#;=|NF6i3_RN7r>$;b?>nLV-*o?n za6*$t)m3uQaWsBYigd4w?+bQEdee4wzxDA3DzNosUA?yaaee%F{TO@+&45#T)T*Dn9JA{BoJ=HdTiuE@ON7al3uLEnoL*OVzZj ze#jN=RToR$FK^$0tVPe&f0&KS%d-C5-+Z-y(;S*?Setj{$owYyeHs6tJThJS-}L&b zy0_BKFL7-L?4%5-Lo1Yv_!sGS73(h=o1V*>*H-FLSMzBZDnBmS$-mq&E|*`vd=g$C zpH4kL+WxK@&1J#O<2CDcErFTH7m#6el_2Zl5S!&K~^N8l_ zetPU-saKXe>95P#rkG0j2Rc_h0`*B`Nf4samIc)sMcHe(meq6VQb@x85cr4e)^-rZQ`iRRs zwl%R97w#N~IQ;9zpD*vtj}yz#BcQU6!xC$0+tX9Vm@SrFzP{sgrC#IydVX(tr`0Yg z{^NzCYS6*8dgD%iH7b?YQ>+{Pu4;j?3lxhzRSS&kW@6ugh4MH88IEZ$Hm} z`TZ|n=119jZ!hV`eM74Mbbs4x)&3*bUkA_3SI1vd+MV~G;+r48Yd*xEcIe!)T8zi~ zJ4dYbx$93sDV`m38+`CTKbDRC(@nnIxU?K#m2MlqlzU{E z`T6bh-|YT>_WaLQ|MPJilza0v&oV7L|1Uj1nr&!5pWFahZLacB+&qDKUv07YEBAiM zZ_AHgE-#CXYNM_7YPnT0Wk?^_96QhNT1Ru+ZdhL=?DfI>&wu}%?=O#Uy=24k>C828 zEZhC|x3aZWEqQnzne!;@XaY1_gcejwe>rulS^eJUdq2MQidujE*uLyOt9_)SDq&4% z@MWy)!zGgo<-FwQ#8~<0>F3y4kMysQ+i zdKu^?ebm=uv%HpZ#JE4WL)V43sTa*KYtj1-gcfz2dA#HT^<6V+nu?$-aSQo=xpBPS zu(k1zrM`V?7eA%V{oD4_YyZo>eL2jw{h-PF^>ZAr4Ugsh?Q(v<^pA}nb;kGY`rCi{ z8E^OO=eUe)<<&2b<+l56?}Zj!)*Ri&_zYV0Db^PqwqJgfo-cd94X4kl**|RG*yxwk zrQiyWeZ9YZJ|6p}KNgK{jaW`DhiH0+{oCiCKIQcw0ggNykJ|@-EZo+(_|$WMGq2CDpT|+(F?-{e+OI$U zNzS)R|E|6Hr+@y*mbq@Uw+r=b7mI1*(#`-hlg%>{jvWz_E@){I0W~{ zt&ME&$M$%D&ic&U1YwW4a?c`hyug7b9yvn0jFjmB?%wy)h$9Q>te7;@J^Y8!o z?fUxRsn$jrBIW9%tr+h|Xd2dqgiY+>XBe z(&gWE|3KW9{;%uf;SwEhm+_nK-)l}mZ(Pp0E!H$}=JL4wWo%!;wgvcpG`nshK0gL> zZ=YTI>-<DR#;IwyZz3rN!=SQgylr>tgz#nb#=a+F%>t#WJR#rKBa>-e=pZuYas*KfQD zqsiNfYM}a>mp-<5d4~r)!sfY3tTLLMmdCl#krvsK-L<67^oi>tN8Gs_w`;vf5uS3@ z(eZlr{&D}5W5Mw_eht}|WsySir^s2=C=X3l?I zPQJw3weF#ha~tD=dsDQZm+e-m6zi`yS*-F{WSW_bSjBy5)23*AN__c1FWI8jDg^_~ zSvb=6^j22sfB`uoMos|z+(3Zv?d*qwAkjDQqsu!dIG z0@R5DB&#Ba=3!f_?m#HvN>L)SawKBbF%Bz5b4!?(IH1|2VtkINiK%D_4)ZLXMPBzZ z4GXDasZ^6}2nT8i!&ru5DTLK(s@~cn6y#*Fq7YOUR}l>nK?xuL;gX^dxzwuCRaUdk zBmhrFL0+jNV#YpkBu=xlEx8nSq&c;zG(%UD$}w|S+1ye~HDMG}P*Ad)UMLVyK}A4F zC95Xv32AXvvr;V|!7 zkgB4H5G(*Cn+oQl|~^s=yR&mfbQKbGNZ21TbwX zfI>h+`MG#>E2EHY5wE2@!_ed!GD;LOD49A^vqY7DLL@7qMBtno>q1_x?bl06<6Z0& zt)X#B5%}xx?a%wmwtXJC#35tZ@aIocAKR}#`*LaeXiH&= za%(dG!(5sHNYzeC2=le7b?;@U+ zCqY4qwYr&@xs`PFY+J|HstZ#5va~tl*hP${(U1#wM*QubryRvI z#u-98Cu9lOfHr#-8InhppxUfT1H=;tLy?Wqo~9{d33K5BmefSO1yAa18t{33`OUW1 zrb`>A@poo}sA?+iEmWf>G}hL8@1b#I=J|yFTZV=_hSPm@Nhpblp|bB| zv15DYn~NgLKGt8~ALo14p-sh9D5aBlj7)71y9gCNh$xu_N#vqu;30gdt?2hEX5B@P z!lfz-MFQe1LR6$l6Qs6kDkhXjJg8Hp)r(FmDV~sNq7*=p-aesscWrgx{P36?0*&t$nq;K)44 z$|p=^Xc{yPO!jqI=Gtl|R_ew~f+FkZ(;*4>(KptSoU@XrtM+yK5lN24xTx=?TJJ9u5i8gubVgGV*NKkaw)~e< zA8$U;f121`D zttHIxm;$5t0_(NCr_YDvq>7sMwO}UOcJV`5F#;g;tfA_1fz^yv@2eX_s)SyvzqfYH zaW0q(kFoO{DI97)JbU>`{OD)g%-5^5OVS>0CaY>VdLv~vIW(tqn91k1D?U_2cK2K* z5;F1G_-oho#HZoM)o*2g%K0DHc-d!n5_G`GX9XN83<*~ag_xAJd1Ll}c~zbJy#+KT5u@d2$aAy+0B>Bb*)-r zP)eJWt)ix4MWA89AF(M-Fg<-_LS zs$GgX0~!j#+Y~?5`*EHXW1e;%PPXP+PC@OFQd-)8gc?IiQK1Gzv8J%Jihx?Pw#-vN znN?!~<*qhWNomJJL}&3a_On4Qi@g9=ORYesG-)5=-`E$yO8yJ=n*zu>@_alJZLZGV z*Gij!WWmas$wm>WmIgBsibIT)g4A;#Ga{KPC8lJuT;Yspt))m+vdW+kC1YkBQd12` zR+Iz8oXHyRSCb`g6qAI4UXO)4>-upQnf~lA7FiQ2w(6t)t<`Y5ntbMD>POVu+wp&g z-``i^b}?TUSz4`QX~*T|Q~uklMPiPbXPZ+iJEF%$Rnc5p$v$!lsyAtioi!DR!2N!d zpu(+<;QMF)V5G+2IHEw+SXcJTetryPDojc%m5EG+Ols78{t}p|Vz4rZ<|ssxD6t5mWmT-p@P*6uj06U}V7tYsJWLQ0Vg5L=dNlG40{ z3gTmaxQs;xfT9=Vsh;l_VX}~!0&!`*OhfGj?!4AWDjih9S;*OhDJr2wgQ(kr{ z1VU3K1g=St+~JmjDzZ=zh(Rb?5!*VFM0jN?6iCgixUILw-Ky6-NGGMEjG`@!C>EG7 zkf3>14UR%iDr%Ccg@|O~kYeTDB^3v-zzlsB zE&GX)P?l*HA{~QdHtVx=4`3B}dBx=_AMc!rN~Ni4!)dD4^cW>VQU!}D1rJDp`RM`b zIH=`P2o%~J7-g@Qssc4LXGG-(v)X0F2`hjpEJ#2~_$2u@6M7{_aDpYI78lq9Q5+(X zT|SzImc?wXQiLR{NaHhbB~IkDnqG7utWr^?f?9}56qx`E0$D;;tsGiJvI+@ILo{L2 z?OUNI`tvjymZ$R3XXT|RQOHxI0;hN^4I53j6lS3bNQG2!pvLrJ7EU!%D;F0SQtx7) z1R|J%#PbOgLbYrwV-Z4j5mOjaYKX5-7GK1u3duAmO=ol~Qzkp2>2Mu_1ltTS8Da{A zDhZ`Q&=OQISV9!=e5Vkiqyh@Hz{s3k&|Igyt6fyCdM?PRI9eWY-j%DdoX`6bn&neN zX;)w-j;B;m>_9u&NG!$5%tTEcr!Y0{dEVvnx|pw`oRLw2GYvaukIjpJaHDZ5iVPqh zcxt{{k>GHdO{*{u4*w(2Tvno`m{K!jc@?DAK{>?DySqIpCL0Nl1V?bnp=(p0ZK|3s z-bo#EPURHYyZgG|H8QwRvxrhtafqyOW(%s!)>ZrTrDDc7Ua;#dC1Gg-(c)k~Zf*^0~*pan{dlz;`bRBUqyGmG+v1y(`z$%}-Kv^k81 z=BG;fQmv1{FSS&AxzqDwOxLo5dl zL=B><9HPjU+7wH+(;$hW@%XK)K;y=akTRs=RBc9?b&S^);_6(`(b{164Xhb@RYq>Q3PqK!kifd zRScI6PqHFY#$D?W7PF+viY=mrqG~7iRig{#3htf>U#3et&tiOB;mH=NLt2_aOWItR z>#`inXq+}SudA^iH7j%z^EdUsNiNC%Dx$6ZDKba>7qJEH2$?pe&{0BZ%11|ZW1cUl$H#WuY;))d+stox{m^?If>U%mjr4QreQ4im#hf+qhqB1~lf+;Z867Zot<@z%J zTS|$En@rZkgfELXiM1I`SC&YG&fq*DHRnfDMNYXS! zNYgMGW?7h(ZJvB^VPSbAjs;tj8~Nj`E7vvD>v1mka1*`ATpgz4vc}pw+U4W1$za(- z`K9JL_9nI}1<~kc*jS(6a@LsbVomfhE+?fHj!fJmHug`sY*9vpc_rUomu->O!UAV^ zWsy}X)|RWBQPC(B%z;DQ8)j3o7gTJqg70J4KCYQBk}CCRu}`>& zi*DWA%jb!DL{n!DIi~0=EvOFj5c}7j^OzEY`!2x(i_9r{h*?v^rgSv{nkEdalX)7d zt5#-ZnXo}Vun9CWW(cI{9pD(_7HHneS`;Trt%lXC`T4#X7WD=FG32|@MgOAsOJCkS z6#z&I%Z)BT(~=@G$_?(~s}vbJO}cRwj5MVNB~;y%%B)EXW#iK|i&o?8tsRi4@}g5f z5n!^WTP;pRM?w6lZU%6bGl| zESZn<&5s*=tIHRZV6vgPE@#`W6Dp2s8H|i{RG(8vKUxjf*3$flaGcGwVdi2clG$pQ zXj{$AIP(0wf1HfLDT&fHm9rtPtwn`q83?gV;dr(-yuDQYK?o&Eth@o9NSL-tR)jL8 zo;D?HTaS}SO7>PO7{RCIn^Vh zctBiDjVf>fNU4;rk(`r3B}^NvF+mB>Vg;)aFc-+lF)~-}!US6=k`1snW2vJw)l4E; zrPf%CWK%(&AfFpTX0a%#Pg{)p3SXwF(hQDytysqLU#(e&jBN15#eB@=$hp3WNa1}J z`qE8ga=1!6ZV)TMl$NeyR#IjF9*Sv1(X=|Mygt|$O9y8{QQvkIxXGuUQV!|mY zE}bp|huT--kTNL>3nEk!sJ&G|%P4|K@O*-|1tus+ zicy_cA%%qr7@3?RDKaa3n3XNUSv(It4H#YsHb|35*(Wm#7?^|1(TWrSw2UcIri5@l z9=rgVHD`?gQz(`Y-C+V&M1p3vLQKGq?Pm3WBsf;+7SsvMDEU=mF7>cHRiMYoxVLKi z?WYn{X^KHogo>T2X**aPXVfX#oZ@0m8OKplY0cELdQHuNzN2l+zO-Wc2rY>wRIF#U zT2lv+#Hl(3Bmx!vyqINLE{rY3snZry7dc2v8tWNIqRA8J_ghu~C)A|EHRX8%v#)vX zJV6;!B_+)pWO={+cpdB9;smz0(gWpKz7^}YK4;2VWm&92$r|f9(&I$s2-Kh@g$W)s zt{7n)!XY*&tq4xfd8bm?`9$m6bVqn{-U)bHystYzXSCesV8U!_?p`KQHU&dHO5}jd z5i!%4B_%WDoORhhsEwH_(%K5csXl}o&Rfe(>zL!TxU z#vz>Yhc_gJN6BH9po?9|D`2grV)!2hQjro>5aQm7U1?%gbe~5%f3c{${e6tTLf%FH z%Z#;5T(g8gi8|d%3Y>e6I+Ntub#X=UoVn6PA7xA0%UMn3cSBmP_rFV97me!g`*KuI z9l~kZ?S(RPK4zW*wxUWw1@gJ77pB=@o&cT+4=~AOc8Zlgw3*IJVv5!iFAq5D$qjLE z2|YzA0WA~}rLwH^x_ykaEUQq3trm__MsS}Wj-FzsCxkFCRnvO@TK@0UGwO3e;P0l# zQP%fOwpEs)I87VcwqyOsi+d@>ppj>)O);>oa?3gr&(D}D;w1>tgv0aMs)tOGbTfCV z6b^o3qG3u?IGFuy^oh! zV5c%y)TPr)Lw(XRQ@lVy2SjugGn&`plB!Z_Gy`)+2%uu^D5E?kqa zC38m3iTO=$6XvCDBBY&Krob!@=rl9esuHF}SjB9Gnw-1H;l?t_!Vp2F2^y2i-={3Xvpcfq+}}F0I$(Ji|pr*KP)FSEbjOH3KIEAiZ<}T_&Ja zDq>I(EogVTo%2oS4|)j8^0&9SYc(k+6O}GxO^ktE zQKD_3_Z$HZmLPV!ec}XU>AJYBv}Q)dxgIPORjnDtBF;14GPoj>M3o3r;@Rq=L0nrJ z%M49~qSJJ$&N*}S)y>bD%qo@wt+lH0bd7o~63XYzL2TFXr$eZOA}Sqbc3W`}WVvH!B zLQG1DuBi*MblkNb$0ki%X$ho^gh2pnr&cu1KD3*8@SN7;JOlY;Yjz_UQJl!JN~WYc zV1lNSY-&b&aS)>3+t%80K_TmboHd$K<++|v z5fws&a=J|D!cMjxRrEUSR{|sn5wcauOp!XItN=)<73BG{ zfYi}QXwiyZS(TcpgSGNTkSYb1NU4h~CKgN2#&Vewe8$DALD~0Jk*;ULmAt;gwV{?XYMausk`X4N*%LM^y{566cvDQ5^HfX{A_gfDS5>R$;@KfpF-4(GVGeb{5I`xX z{VXP;bJQbbYKrC}vy*qySiMve2ni_4#NHnf#URjWnnHy-^oS^%iV|3(bQLk9$hR32 zurcKvq7*bWYfb9zkOERrA~XYpiE5UU0Y*jXP^2TZW?KZ-R8@lz^K>IT9lBhkGHH@b zWJZhx#VW#OHckqnV=36=Y$QhJJgd@FwVS6%NPIjNg5Z22&tWAtXFK)e?kHWYg=C0; zYsdv&^Z_1HWUtYIc534{vi%d$ECtC~< z^%3Xe{&{xKYIAppmD-d()sv6@UdS{}xVFW8Ree?b^m%<7kG&$`78%x;+vRdX*I)km zY1}Uozt8xP<;^c+UG?#R{dm&LP1HnHRn%eLm-ot{QYI)K8BujIM)NhFwrRy9KBYH_o zUreTWHMM-|XfCWJBW5@t>b*3|m8=pZi&YNQ$&{5ah(Q-I5K^H+P3_4N48;T>qyk1( zwx$AJ=4h1JynFo#azNi;P|8FBDnwD9ODC;Du_6IgRc$SMJJyG1dPZ+Go0O3`L#8Rs zMU15kZ*1NA7tGJg@&Cj2ZPc6-1BppiIZ2oZ0=ISOvOZLFG>vkP-c{>*M(dD?XO}$MX^ET~6chi zwZpRF7&E|iFMZS@*qfHOcIxFVe{{Q^yzTh`e*a`=6T6S=x8d{isS%(+d`>-fliap8 z7nLf`bI7XO4B$fnZ-&ARLAZHNbu&t*UDT+LX!)HGdMv%ctA ztIzjZsVqsVkY>&%)7mkXCQP*wq>(6UiiIYt3U!P;hn`hhrK-*PvJy5T2!p7%)eH`{ z__0V|;VKijYaNYuk`@o}yykV9IkKtp}ebzA16 zewaVRU8Z%v4ZGa$-|T|(*dvFx>mO>xbeQmuA3Wb1CSod|IR|odmgxrUW5CDng)2LZDnx+rQn+_lJ?vadZ(;Yif3%OY&w7NvzyEl>tZF^MJXNNbT2hA{ z1*C!sRj3q&AcP!q9u-IVc7a*sh#AS4SVu_+Rb4d<(_`p7*CH65C&N3}6 zscB4=Y0IcP5)BFzTBn&b7ZvvvLcz#_h={@zYEZa5qpBz(1tL;vb`v9zNtAXi2+G#(vY{E$&At=H6_HmudPh|`w(?N1r1^%2Axw*oy`RnpojofEC}#iS3*Gp6*LIDOV`ZoJQ~kwcPvhY=ms$> z3Qt7}J}4E365Z{Z$gG|fjBLF*Pf!UHRWVl)XsV(xN<~zK&pd?+6=jeUrDhOSgMeD_ zO41r#rQkXGAw?TSbCLdmdJZcsT*@aj%<1=DGNlEXKzlxQiTg~dsJpP3NK$$v5Q{>D z5RjbUtV$r2JYR3Yp4y}f!oip-=`<=~MLk0nca>f|5L2nD4qXZ-A@SU@K%UwCECmT6 z#RQ>{v@6xpCnK{Q(glhhkQ4z$NlJ==ElNdl)juQ<>gigTmSxF9h9FeR0Emlui3R#r zNr0{iDG@bOHDf#U8Z|L8Wn!-2!n|bUZP9vWwvo(oLMjb4c~`5>bg8B#Ggyi0P-FEJ zqD2)It4C*6Y`bDAAhl@qBny$K$kYEw-iwP0Dk1Z^M`jAjNI{5bnna4DdWL5p0s&R^ z;IcD~p$sKeMMVXCe)~g|B2|R4M4?guKsiJerZf~ps!Nh7d9?7UG7|f2Q+@5{YT3v; zq!%uv1a=4^C}?|R6~m;gXz+U8+H|!xm9wUauI^oXA`U_qDO4ccXzn41Dq5pE5I|58 zS|Uo4NpYiK610Y{$f!i=Yp+uYb5)HLgfKw5^f7>xl7daOp>4Nbwyo(Cf$=ds=Bj*1 zKkSD!%A;6SEOt{<5#^kb`{EAq+Gs1wW&m-vW;aN;2z_ z=A5WmJJE^;eU3E}qGoOOs4i;8Ktf7zu9z#^$6eB7xRr@1yG2_|UpORVQmI(TXWzyl z`dCAPAqK6&Lx*>fz@} zAz(mr#X_D+N)`m>G)2*~>s%atKOcc=t<4;b-7@Q(>+f&v8F`;{t?E9vPD-zDRiKNi zpfGD@o!|t1H+@pmRgi8;`vdt}Zb^}xji(_+mdN!k|7@_9s?jAot23l!+v*>){+Hyx zV)=*q@6O*@Yxe(~*EzlUET7qMh1C$O z-}Xv58|ETR*NAoEn)1FPDVaqvg|nb+TiecJajFgnwcG(Un+Tyo47^1u{Nb`uZXyf$ zL-lE~FGz}uU=}ngNn{mRP+1HrQE}#F+AN=`AY4MpBuU-iL@PeO58_#Rw2my#FO!te zV5+WYFLAWizM)^zmJE}Lgyl-Pw9D>+kjsnUV2mvglxma9MI$W&IkRd&4?~!>fs`t9 zTbDA+j2aWF8u3*90+@Ab?8rSs>(fO6owY<+5dx})iXv3ASuRi&nP{a7>%oVun?WUy z93M5S{FTcK&u_W-xi%x(4u5(WNOS(Uv7%nzIXdR8wP;(Ij|Z{LsM01W7IlGj@bUUT zEaO){{weJon@?T3-14}%j^vqgHvLSiDL^ z`zKuBx5@XbF48~G>%OVKY{Z^*%zgAyU6idwhn9f|6%mxeBUXlHzG*XnOa)C;+{G7a zBc{@sfe|dE*`cI)uQ3r(kqnwO2*knCR0Y6cb!t6?fdUf!7SCRz%o3)mI_aZEi1z7D zckj#Mnui3~){KmEx~{F+Z9{Tt`U=jE*Y;MIp<$1>K3vQ9-!6Ckb^D*nIkYljxK_I; zGF7L4RO>2DM5Nz1F{&lok1^JZ_jq)fnRT2p3R<_jydP;^D0u?cj$bRbQVGHFE> zP%?0_N(_q9i;Xb{Ser5X19Fqpt}=Nq#Xxvp)iy4wT@V8?GfqX&sQ$xLU9?pb0t}ZV zUYA+31E@%fLOo5elBY&w6d+QDk(1EST&3@llUd27 zRI4rqB8(Ig5UR3-G>B2Go~lkDFw3A;HXu=k;vDA;VD?p6K97o7C&X0UN_0eyQKiXj7zysoDi+Ycgs4H7bGwM|H=E_V~02Ep`5hbcb3ydOF<&RjskbqW0 zI%zb7&S}*oOdN@rQYEB_&>Ll2+f<8lR1CLrNa+GdTS$emfFqtEY|AXQ?GN%ZpsvMa zRz?{AR!YKV!lLXq>|8brvVUAVRLq!-CQJHqv28~kU761K?FN;5Lmv(u9 zBmT%lRkB3#<@;nNrz8N7{dj9~AJRNxxq}g}KQT1yquN4h+tHKbJ+Sb$QEb-+m zCuNoy94Rc2N^zK%v@ExLCIzjB3f0Ob3rx*G?Tkk^H@t&)*z+S;@+^G2M!`XWh(3i0 z3K-RBfTp6{%M4VT#}c*cG)9+HDOF9eFei+4FO%UmRg2<@LAPVBJqJhtq z;v^Mvh`4L` zQOC%Dq*?o6dzVm}8Y(Cr@Wq*`yk*#9ElNX$hNMz>$xq?7JPt-RCniCE_WStVTN0^a6IE z3VX^4FtX3s4q3$$c_zgX&TJ`;?O0xstU3}It_ns(kGZ3$2AErE&@zm}~rEq%C+R>yIO)mjN)l&OFvo@qP!XjrCix_n3*0x8q zrjYflmmQ7r-sJ98Ib~KqC&~s}9+HpxFecxeS1Y-Q8FdQFF+e{)lm}W^PcIftT7RGH z?QP&o)}i(v`HT?@Dc`hj(fdh8mB|#^C{5WO?LhHj5cR4uNVyGEbs=7nO)xUSc}4e- zw{_3Tu^hX@9%*$y7LGa}*L{6&KQa!h!>lKKiYz)pZjgKFy=fD9q4dc-^~`bqXx`Hn z=y6@8L^$3TiOWlTA0)Va66kzCq>|g#(uSQ6Azg*)BN0XQ+nh9gzaU^+`Em$liO<`c z>i|W=nBt1wWKJA)-1Y^Vgp01uZdFT&osVhMtmT<(7toqwSw@TXphGICsMcvKs%4-c zONjbU_B1$-LOKfYqO;dJ%?$I zA4M$@5ld(jtI8O`%a_7di77)B2BRts973|YSL@UjECcd?nH{UzFeJ)4BaIPZYf4H z!9!bg&31A7SU!qAq!U2-QZfRx%r&{wY8DBD6a1lGj5fLSMax}nD?LZA`j zq>kS2mww**ON~5B2ya9D8<_yW7u!A?U}KPJHN3cHEm^zGv{4G8s!3T(U$gb(qdHC1 z8_3iOV|J;;0-MY|In+uq1awP2Gn;^jH0VqYB3LbP9zz!w(Q#5;C`PSt4U|D8Q7IKX zMZEQtE(!w`QI$oJ>L!ceL#cohZSA*xe(W=0xp9yfwvxFeL1vk@brJEZCdHLQXTk$}!*Xu<^~@nkZQ5NtCL_GghLiJd zOjc;Q;6h!JVz+Pex%QU?4Kzfnl81dfSD~nq2&?p&#Yhv;F4-*%X|)t#;UZSWnvg*-zY(ulw=b`QIZ9Elw_9qx%o(~ z$bRP5Q8~{?Pu(C#R+&k^m9g`Pe2D6Ez@z>grOxz&a05Nv#0)kkR2ZAMNmV^D%0w@8 zgQUI@Dyd*0?D=;rA)%A-=AdLmgTj4BNtq**)S?a)-Pt!R4ky*sT@%O=2XTUT)@?Oa zF-=HO+*YTHZHj-NbLM!_ytQs3v-J1kqwoc#C=nLUf}+9U8vBptiU$KhNbNr7hK@ zQd4x)buq2#l}0J>w3wP<2)<9#Q$5{K!az&0w04<#K9CQqbhO3P#LmE7&eFq>U7Fa! z>8M1_r3NczO{MsgsQNsemd^~DY6Dd;RKk2j${{R1A8|GXrU;3(No6t;;^Ix!iOiD9 z^k%AB$r({qWh=#_Ps=c{T4lE~6%#=&NK490mC~qQvZ@&B!&K>nX_<%!2ogwQ2;@0m z0>#AzTA5clmooDr}d$pFa_i{(b!`4&2{nDCWic`3K?qMRKra|DxnkwteR0|T8f-5 zSgbX7WvtiH4`nIns#Km9I|mwkXQfqN%xsOS;O@09SLln#SE{AFlOI{k!aBdt(kyf7 zOKUWoJf$LDzL>t|yy*BSty7NOaJa7~%rmr!Y0u3TFt;y>O-&_H_KObQYTbUUV=dt$&+}%tc93Y4}AQ-ratEsK^eKL%@*HLJIdae4r>IqLz1bM1d z>t_?Wdm9%X{qT6d#$3WWJnHMvf7(3|qlszPmacTws=Z1`5u>p(iz9GWYI8XkovOnx z3YF*6#*nw=x~kgq#4^}U%!$3rcxl`IyI?dcTbHKT&(n`NMRkFd3(#Ov)MBwD%KD5t z3R6TW$M7ouq)jukC?ZmHDioTMq$8UMQt=qHjF~=i+_&vdZAw3rCD|ISwU8y{D+UVP zUE^%bz?3*`-haFV=PJ4M?JLJee!$YU4Cdh@!Nj>Pr%Dd*qo%au(}|)j9c9VYQ8a_W`^gA-o^O|rUiYdO&r$d_)u8_rsG0xc zS^g)W&a8ZdPF*pyq*@Whk1sXT;`(-9s{if! zM-FeT#4HeGp+*qUvVjvZA8z9~2EOlqOgKJK2QGQ&+m@n2&sTvt77neV&J!n3k%o z?Gme1V45y-S2eM&XkGd$k|*ZyYCm}?%SBGZB5cVeu~ghEg3u{?id54_=9Rzv>G^hF zzK!?kA1_Qho^Hpd-xt=o^=p*ubMBn5(LD9Yp+D}+^5gPS=XvqDB=3Bx=g)uoDjCIe zODMU!=a?OG^ozy9yLg6lMTteb;3Chfu21nD;<}ow_4~k4y3c4nVxOZBLD6g^6I6=^ zXoly2L9`f>!Lcn}+d8|RjS#o>PVCgr?a$1&j9W#kamnS9cFI<`e^f!HF3!!hqeaRf za{is-MIEIl%IPHz^N{t3TEPXX&1};g1G}eqSfx=*DoK~i^?n?sU4*HeP0wZdc$K#&ZU6q&rz~oe;q~|FMfu$L4`r7e!{bDi zp|m`XdEDpu+(PCgC?%o^o3c#pGTyUQdrabUNKGJ2<&G}8R7h0`3#iPgl2z?-09H~# zc_=+Hp7i21WKI|JOhJ=o+BjCpV_>)(g{WCot;gEEtVxnHBRss&DQddPyiR;AjO2GQ z#5{ep&@Vr~oxAkfF6QSt&W7{um`jd*#VoC0&#;<-2}3lIRC;)ohqmsbM+7sUQdNbV z!_O2C(Goo}i9=ZwN%TkoEfPK;iU9=!q5zhCGmKv$LW>Cf=5ypse;xNrcE)& zLFlq9_o`$R12O*qCTF55%}c7X$?P%^J_dA#mHvo$ypHt@R5t1}&D#8L=g7$Y zQ4KIvV-}9ENld}1)h##DSVyML8B!h!Fo8-$c&3{+%LI#+l3>aIzv5O5DVR~DJVRP6 zmf_G%Duh9(1!DFkuUB5Rr}S)&wqrwHFpM({PWz%E=P?|SPaT&<6ZQ6iY0Oombp2qz zLpAG~b?I8NCyy*)J*`+*KbxJG^?rlT<-9-5TWj}mIRl5?X0Pdbde>T4Tsry=`Or$9 zbGdrk?n6FK_-r+=N9c5_S(D%SjOFw-Z!#_zU*cS5PTh{n>s&3w_57iWp)KiX=V-O3`snTAlz1yS ztNXBzdwo5p*7(PUd^*<4zC_HAe%vlIn>B2hAE+9z`*OK&SC~GH^OyVmed$wqbWQ7; z+Fc4b4AZV7Qz2V3?RrPtS<$z4Ykk%N$1=};9(qdQ!v41Y9DtN>p_h5-*{Bo!e&A|_ zsCnoViS0ZJ=X{m@`ITWvo69rT*Nz3{ryODWDf<$7qFHWF?~9!4dHurvgNNYO#TYN= zyME0XpX)Q`+Zx^pv^MPL)Td?c%l+$pJ&VQaf{Wv_i+*(MSAK1yuXw6s`S|1Muckki<3F|Ih4LTZm7m@$K4jjd&emhK z65xdW<@?1oPV<&+9iOuM-e$3;x#47&hkNc3f9>aFjuCxu;WwtT%_WAEt z+vl&_Rz3?-^*D%BlnHRP$0$|DXT+)1NLeKgI1Am7nX< z&-MF#{r$bI&-3#1o@1Wxy`S#e@#A8U+|6tG_;wlZw%zaRS~)-aTfx>aJLUpx>k`E2 zZdNbn`^TYS>$1|F_joP-OkWSvjIXct`*uv?ij{Kv?dR{eTmSxZ*z?^^A8!|bYoor^ z>)-mP|w)ycgR>#wCoBMWqw);o?Yvsps`@K@V{qlOd zJ&Xv2zY+L&{%LQ|iTe0_E;#P`_R&8kXnyIjx%aRyU;oo<-pA{0e=6CVp6hZge*StB z{axqSRk5xw?Dtl`KIQEB)3>ATXC~ga<^A--h>OCJB2NAKhNwf-jcTgv^if2J{B`rQn*J>k;tAA0=$ z??0Wr_ScWwCv5M!eV4un&X2!;{&r6S&)Wyed)JVkz1jQu`R#Y!cD~P6w)AZ>51eSc zSxo6J7Z=SsdVXx@{rSHCJfsC@!B;yj7;P%Ya_oP8|I}SjBkh!?7+y4AFkcw2luKHT=F`6X_7DGb@YAhdKcD@dewQE5^0xlC+^G+=RH0fzi#ng1%J)@Ak_NP&}DLteLRc3 z+Q9w4BY)Rx9sPK|&GcigeA|}qeLYl?x2J7?nos)n`^%kue-<>?k9q3Pm;YPISEUnY zPRPFXyjH~#-+nos;bYJ5cipR9T716Tm)CtF+2_|@A4e`9?H|wn4{V#?-Z%e9&nUI$ zSABlEr;l^rOny9T>x&}iyiX3@w#BYXT>7kM@;J^9qFr9OOT34yPk4ISUd7-~PFdu6*|>@GofJtX0%`&fTo7*42q)aFba+YRYmPRBgz*D4y0oiZ&){(6TK*KrtKg{?zVkOR>G820vmLJ`S6z=)kM@D~{4YB1xA|Vz|9mb#&E-eNuX5%~d%B2k!!OBpoUKxHo^oV6&-}5*ZIP;d z$RW>st+~C09oJ8L`{k4`*8WU9f86R!;icbX{N&#(&te<3?bWa>)-&_RY(5dQjP1GP zvR6(kU-0YaY7MUu?Hs%3%`%sp+V5F!u)8#z9`0DK*HE&{n)h4Y=Az?rg=iNnCI$cT zW$d;s^4g~iuJ6}h?$%ZtKRR*kZs|U{aE&47+hzC#@7E))#X`Kr+=!GN?UWeI^_bqvbLCU+%LEj zN7h|*_635OekZ0$*W(HEd6?eU9?P?Gs^2Vsa&>NZ>Q_I1Q)aid2I{TS+RZQt30d$Y z>n}fIRsUOC^^AmFJvZ?4IbJA#dIn;zipGbu0-klMVtvom$}LZ8&{yPAb13(V|3ei{ zx@)uL(_*XCTf^7oZ6Zh8Xsz7$h!0tYU1shgMWNmAM@{dYlec$#vrt8O#V(~K5D^wL z|Hzsn3sT6+%*c!w+!7D%=_9jDg=mrwzbz7l${g^(s2Xt9DWL%r=5RlNq^h(N7`by+ z6}oAbo~biNNJfbkAo6gnYJ!&Snw%MuCaxq`NSQ9%BB35prIV}>pKy47k!{Y%NTiRz z%#>#9(i&L;ST98ZqD!NR*uMH@qEGIb$Es5eSu)cTmWc<+kTjAYPz`|$oh~7X^6(5w zsnwwP=opp<0yXUPCES;mi>0VQ8KMa!s^Se7X@laZg(|po@g>JP>up!j&METPNhNcy zSg9;%q9>6BR1!PUypV-IDitJInN?Ng3pIiAC@EDBE3rwP;E`R<{a8 zBr>a@sgGZeBoqadATz2#jVMj%Ac}b~Lrqj#veF%xsQE{~+GNgm)`BtwF+yf?MxJ}S z8iOb%E{TZBBq2>{gh&ZW2q?9ws$~sF={TciiF8vzMK~8*g5Dd=D&a{73gG+sE1F)} z5N4{jTxaX`>h}GJ2^Kg56*G$h>00)lq>t8c!s_@PI$3I zp=3R9@uZk2x{D|w?pnT=D0S)mGo(r)FuXo8%ky*|#3>4sXWFH73l$dWvr=;$2?s)p zX7b%wj6x=_QsLt zUw+x^_4)UA%ZQ)R+Goey{Tyb(RkZ-yCy(4pU(rUxw`RRMg1J`})(W$tRj|B}>^Qu5&Jwp3d1WVuz)0Il$3-mo2?qRkh7}hxuz~%UDy5V^0M&yU>B-Hp^a#e zKJ{JI>B9uomnq0okDHycb5d2Ag^J2Ky(%1+sXHWFKbJ_ALJAL^b{;LQ(C;|hiW?Hk z?N*z5iY%RCERAk#Aq%4kmu4k$`jB)5!q1#{-I|GLA^?w?9{FHurJI^SVw?xcP$bTZ z+uf^UHtS~cy0&OdW@xnf=yZ{=jBbb8F!rL#c+j^wHTIrUXVnPIr|8g@LX;05SqV0Z z4gDJ_MQgf1naxmsRP=dDRWFsS99e_hbIe)GtFBE|r#q%2O9%r~-jG%3q=61dWs9g4 zi~8DFMV-iu!ElLKT5qy~(&=j5eO2NTCpgE_snU|sRRP&!hOgcjW0xPUO|h)?k;>HP zYt@kOk8h*+5tw>dws+&D4u)lQuQ|g-GN8q_wzIXO4EovWGzpQEP(z6nC}<6>p?PJC z5p4wu$}|^=%0F%>ceKjV;R3i6yJDio$a+`bWe$uKezF{fllC9I{n?sQNhAf$&_M=N zw?ucyLsozXu0-3*``df7aS?7Q3(Z6)WW*dF`RQ6q)3+f}u`Tk{`Z&kDs;tD!`oehVU^0W%Q1@_T%ey&TjF2@V`DI2ET(chOov~|g~_QMvc zs(a1wiBXoNviMWCbbg%2nQ`YBQ$o12Eh$hjvx=Wp(!lH0tsncX^M5Uzg+Z<=&%rI?h&d^}F+CyS_M ztV`u56MDqi{M7EE-{b3Is@AJknF;ohbspzT{}2A%ww#>jc?9iZSGF_e4qj9%N=4)O zd3yVZxT%7EMI-}yW>ZS5xy*^N)MradxKscI4$&eq;w{m7H;0Vl!^hq*CC72UIH0y< z)(oYG924iq*2-TFb|xq$F(9zh`w;eME;OET`s-MENqcS2RNnz z4Z5p4XIfIk8L3dA7@p>3;78;)WCPUXMR?2l@x8G{d*C)(5@2dOEU(AJ6vWU_qZkQ_ zdFXr9gijQ-6e7iB7Nj9c36iuXUDcy9Le_1`dD2>Paj{ZLQWxE`MKuQF6sYyBAawfn zDpdH9=7OHuQZ!-3MUhsDN46Zx3R}EkSxQZ)Q~{tUAq6av@SK%s4NPQ;SF1lNQ$$0h z0ENs9pcX|lDv%}0Vilu=%tp{2*N zY?C8FYt*Fsj`5xpvnNn1rwYWX_o{p>VsRAnUz@>;Y6Hg@yj! z1H2kaw$x|A4%&3W0)P(2*B`t^`+ybJvMOG`u=^>g+ zo9jB6cArToRF5nj9zLzP($1%uhw3ajC(gu0?GhnF-n4&U{KYHSe+BO$GV_kJu_$ON zAXp^|QHsm=&}-F_WO5J$F3L~EuaF81uMruo#>7m@Q%mrLbrsDj)_g8Hapy>stJKn) zHOoK}&~*Jta9U>htz;a1-j?O7ecFEiThnBO%v?iNBxAJRcUv_Bn8bxIGR2; zDdbF+u&fx)GP~vo!s;gO==Xz$Qd&?X4g<$e*e+l zMoHr*Ry*s*-j4M(m$!bIG98>u7Ny|T1Ff6-^?&wDn;-v$^{dQXLNZy_kZ5G5U?Q5L ztD`i!as?n`HZSN@ka>ewl)K8R9mLE8W%RCY%$w>*E5o@`n@FL3e0%vnZW8NZ+Z1g- zDs9wHQ!`q1lzE8M+?Ju7whSfY$@m#)lf#GS%l6hmt0X^)0m0_vJ(Rm*B=)ak=0OR4>ebeHH~v1J%~V&&*+nw!h!4T_!=~X} z#%$lNBbPiwp3e5%1NVh-+;GmLOY7Nk-WGk??*+n)eREOmR9VZl^g}EgCgacyljXFW zoGXwat$=Ke7eWb_`tbEqEU2SJmRFq;S>VxMwPHEX2%i^0E1OXtcYTc}w=MyHLVRk> zroS!n4U-RTg5wm3RBDvY@@LR;T-0&Dr&-VUv0)-6sNV=9AW1ah}CQ{m}Ei0lnDviMThGSre>x{w3|Y z3wIu6!>txH!=?F~PTH`ZRb)z>#86(xr7tqH{5-7AOP$fuy0Ml*h*%?;G1A3sUG0XU zf*#3=%A;s=S-kb-<|uan8X{0tmLO!mJgbQ+6R9&21rav;Xpj_1>SV!vow1Hs>>AVO zkjyok%;{!hTizP}JU$NNy$Je?|7gda@e1kd_=fL)YW~uyi5$Z|sy4JwB6+$D8cod% zh@OEQwlpNNTGrCEt8N+?zMK7B6M{wMbK0wrh3}akm`~yJkd$UzRuiT4nyQLFg2sic zn2{xRLVf9V_TDnux1pZ;T(#Wt*SUXO7Ln@N(Ap&eHKi}tH`#3!Xyc-Y#Rp7EtibPT zi$_=GwtY<9@AutQ`uYXu>HEpuji<7_<%n~^rDrl>rHUw2UCtsG_s->jc$JncNRud)E?kcDX8J$L<=?P< zHGkE3F8N!=kMLiNWJ=^CBCd}i3&-8ms#*pG=)#aQ@}#_sLMEEFroD@#?-=27%F+^< zhyO8m6&4|vD}0YOXi*H0v!Dg_Wug}0DK?h*nPk?R=DOrI$6X4^753S$KPK`#8mku5 zA{(Vf0uYD_-?}HDMJ8sBN;Q>C*!}ML>*NRI+4?_c)r%^~;!&YDwE&ua;R1Z_-3WGBsh+z;MK5RTrT} zP8(R$P6Uuuff7|MRAp8^y=Ia!v{ z5(d@GTZuJAgt!OtU`bmlW0DkkQ0fFl(-f`Alc5TtsFhVy3kKc0vUNt(m^5NFdmPH; z%*XzukRJKy@QP?HsHmD%sFF%4pIN~CVA~-Ly}>#(0Zr%_BQu2|IpuUMhXBg2AIDMN(50=;gHIT5!NkA;sG+N zfO>Vtl9y?!0u`4Qjc$>2x$^vLxH}%eI-TOl9O7zCsHhZ(WTqcTA~QN-VNv>EKdU7s zIZP5#nPhRMlGF@Q@6`(hfRF0OfINMgUa5p^_v@ z3sPpFk}GtgSj-0jysD67RvejQiVig?A937^;G*s^!ymvu7561}`cX%$-MH$`a8MT2 z&R$i*xDjjdSy&XO%;fdNbv@q&Vx*9G4C28USSkr4Z3>i9RdBe=a!l%|c0@mly#QvI z*i)K`WW+e#6%C6NHRrtxpz5k)h6IJt^jP|*5nfKSGVydEM5pJ>f`uR#)=^?&r{sGM z$5E;(rVqj+vxpL@qkLop7g{O3DrV?BHe0Qd2{1$Hk~5)Gdg^z$dyG-Hs?Pi(qHISO z#SlTRqOIAGK*5CBy86}Ji@#YO$^~upwbDcu6NkDOJ8Fhcc9%fbE>%p6ljvfP_sRfg zL^_x%NE$1o<@>e7$in&Y zn`$*hio+y9Wbv3PA|)kOf=bfmL17OuAs>Eols;I)sPo;?)P#@`oQ|xV>8zhVelPu# z=P#FEqhJ5)c;2;tz8wGjd;gm^V%5-)JY+p#j7?dmxG+j2Gs62BFm#`ADi3Y}k=-EHX@)-<`;pcbG zyB;^TKb8E&^(?&`I}Ex}eVN-QAA3waz~WW36QXr$#&DP6-ON}(RcjISN9m?DYwC+6 zicxtxpailsGdUv)DaO}*9qC$#G3PujY@LOf=qjbHj2!7vS&^>H%a5Z`Vk$d&CK$`~ zXW&;^wQbsU=ALng2+Aru0Du5VL_t(~wLbGJ14z#?EMcP3 zw`|)Xl99<~Z7C?Ka!##kq%a#Cme!C=c!uY@?kh((X4AVY2ie%w>gsRpkUHkx-bY_U zf0F2Z?kRrsyn1MgFXprQh@f1{@49|0T6WQSYq=MX!rj};`E-#3mw2BNSIBzsT)Jl@ z(c5PInlUBV<`%n-_})qtKvIG*4cdu(J&(lv!+=Rktw0tJw-?cnmQc?)nO;>{;%)7b z9PTmZ;xtNn9vPpqNkYj=woq-x7eW_r;iub4VU%FFjbTK#rjW>zh%qB;P=l!3%X;eI zG5T2xZ9ez=vdwk*i@fD=)JUO$bMB)k)Crcw;z@* zkvvCLs_J^ZEMh-0E=2QL`*C^<(^8$%p5trP7!dcNd9)5m^VIwGPXr_f=FA5cX=~Qk z+e=?&^`YwwMv9MEG}X7momrkdgQ;$IQ#&sGaNGTF9)B}C(rwI3_`b^jw#jHR`aj9zC*Uth8;Cto@-@e3e;J2%qCI?;S0Y$5}Lifa`!AiG5UNNr|}YIm#m2 zA|;i=Su$f0FV8G4%pqPTzHEN!ImlSECe@Xp`ef35|NS^W)SjhGXuWSTr?73?()IHm zx2#yUSM#fnL2_M}9e<7Jg{xuK_yA9HV?F66YsoyRhkF*5A{Vz@Vjznslcp+OIvp}; zeImhBVPDmhg#Yjpmx~_Alm;cUF{eeoAa%OyEtVHqUfM9d-97K8mCVo*iZf=W%R>h= zdEd4{(jJX)hgR8in>{zOC6_2fN)vLr9I?Hu5AkEDoEVc+>!i!fi{zEfLhk7-s^pqC zJDaL1kclXi0#zazZ&z}%1$)evcNQZs!`8#(Qk$Hn5d|dN8DSNXFptL?TO?961n2iW zul&DSoWbv5hvHg96m+;2GplAr;RI6xph;^D;r9_DBGNl)!@=+jXyNXk zFMUy)upx}BnB$-#mX}&IjiV|l1L8EPzSzb0YvteOd8m8lkvy9Hr57rGZ<#)R#v;0& z)WPL-`4B^<2LNWW9?&3=ih`-OD)+$zQ+)2+Px3=LN{8sFr7=fMz>uPDEt)vkY3jO! zBp^*hH6BYI5D3qB$}KVnD~gn+LRJEyL-cXmM}qDsxAHh~*%(q@fnbI*nt_#G1xOPmT!CVU7Rn>{BeOhbMrbHf%}|9ZiV_N`5`<(R0kJea zUDkoJ2mm6=s(g?#-0x%~37@PCA&Y>3LkpS~S*emj)0C=+A#eg(0ncz|iG$wIlbkV# z5S+})>P2@4ACGaCCR(+2RPwB=l|5EH8fW>0KZq5XT8^qn21Lp|E30WLvf^Z@~~o-CBgIt$t)Bg>;el>KqGDdDP`FqKM?f(S%`2PTsuA{j)+C}bHR3V3B8 zM8TqlLKqn#GgMWI^?)*ki=V1+aVeDokp7rfkt7QtssM_#*08Q}&V3wZMYC+J9$s6d zDPV?OGqW63TKRyVv#9;}K*F{tyChNAGf=bqoQhJ2W|T){nh33(>y}$5s>V?XgO%sl z?Vr53eL*X*_OSnPxG(o2oWkso188&h%1g5AE>EV7&GS^GPOKAX+(krP4W?X zPzz`=K$nCB9})CuI;xme4>({I6psi1K|sF0ba(NG!>cJZJt9$JN{Pp#rZ5QburNz7 z4nQK6K`cX97{_HI+~+mUzHNEK2bOVj7|30tR~U8u;#bi}ccy z2*n{)ntRD=80sZ6LL@U#u2Flvt?{qsVfr6S?#uaQwq?n`GZz42DIFklRD_2o%McTM zgycz>aE-)=zek)+Qnh7k>{~89E#q>gLna>oQ=<9+P2RLFI<<00Kl-1s{-fIh3FN;| zT_qn$VVxVCWbwpXqlmOgiABozFnTdFo1s~p8Ph#otvC0S=5$7=O7(UY{q8!Sn9pLgdQ0w_7t~MJ z7#nX(N`C<4MWD%TwDCm`md_~}%b;vc~|A zE;zYJ`;%gh{F?WG9j)Kir++;!G4AjAehyu$uZAEG!=BUgoRZZ{P?^GJ%ZxrFP(&B& z-He`5?lMlV6cHmpjEu*Wvj=l zj$f{AIwp`XXu!kMNozF%bS=+ti3oV$Ax2!^$rK8CmF~s;UAB8z zLVOU>gDPBAgYn+kRXkgkJ=7$uVAU7rk3EOx0w~q20V14|eH^0wMP!Wkzm|-pT_Tq; ze`r-VFyONwlFOyoZ{w?{_L5RlyEqM5IV0(&7v{!ny*CL7KSiT8i@2XYC<{yIm+BuZ7KfVHKG=tJ;y`mA%xOpThyPbpnn}3el7pZ$xn(3$nvl#fTEN z@q`F6MUk2*F;tnZkSa%olryUm1$d%ZW=4^j9)IZD%xBb+^6=JXk*tzRfI>|&5)@$s z84QqU*$?rM%&ZweDu`h*J*MMKmSECLLY;uMNK`?JiW=uED->xxa~KF{Ls?f0y zsoq|Cx5i3$cbUG5zNY+^LScHO(jG~6QdTW8B{Sj_92FioCF6F#Ouub*m%51mEbKy} zeLtDVWH>=lNvcrHOuNEEiy=T}Ra6B?L%B#R?L{dDil{=kEXaL~qf}e#OEXEI9(%7V zsz?f)$V5pM)3wxKq$H6bP^VB$5cisa6l4^%SWy`nwFph9LZULWSPwC6$R9>13Q8Z5 z2e3N!1b|jtW)<9Zj=7)2B1&UQr2_z>R7&x@h3WJ?k6@&j2?*%OOx=sZd@5AZsZq5S zIoyE@=Zg z*+2?hN}`-v?R;mxfvGBh7Xkv4IGZj>j?m$#f(WTgsH;AtzJ~0TQV^J`rH_Y{n}m|U zLpP4-n&~AF6QJfJz17Upo0m>%6qJb~3sO)r6tJpbO_sBYwXt9sGpkBa;$=Z5J48eq z)8T1QZEG|M)n(|7d8&zLRqRc&^)?2wBZ6~CP_jy@7-h52gER1soSMD}f)Tm{`49*z z0YrjKYVm{4!jh^P7H7&Cny@aMW)-Z0pxP`Qtfoq7K}l6zYB4sJoi{n7l2A(sLP+b6 z7{E!%0$a*fT#_P4@JyZXmY%G4=8gWjq|i*p(z#bgCGhC4qZpZyX4@=QeN>TDEo-c% zhvkk?$<^FCeTkarw^saR8$vU)yP9ytd+C8}2~)>gCs z(4~uq%6+}g{srw*^K%^^$xHN$=&}ly8YGK^i*;3LNsg+aq-r;{0ODkC-Wf&Dl#E9N zOXiX|q9T=oR++4`d~TN)11!M@9Mw|`s`^*{!^`b#`5$jj3+*4C-*cDo>zDsfxut5z zs?-g!;5_MW=e}X&H#vvOS3aTocH+ug8O&NZyh$lF5mR_p(oS@>=isckJ5!I>{=YGZT&igW2 zCC(tRbW4HGWFo89T3LDe;rom}drh^~n#la9_7nT1)d%l-epmLr=|1arTbD{|&BPjZ zVW!em7I$Y>1CUV!s3{twd(w6=ayZ5<5VLg_1X5IUl za>!j}nz}*|?NX+wC2PAs9Vb!-(91GDz(j*Z>7+R7!(*<568l^u)S+EyM5~u-h6nVu<3pxQC8vQ)Gq|)zAzk?yiIYOd2!bE|F4~ zbDdq^mutJUj!j+_X%yo^%FNT-J(r2O!Caa@442It zMN+A{hSyAS2tuGy-r&ldv39Ahr)Dl4 z-p6ihO)E9A)u`RlB$m3L$IrJr2v0;H971eTR^xkn&g_$nJhjG}Y*>&B=8Y_ti?}s7 zBwXSYw2wIVk*6RmqlzujyegxXZBVA#vUF{_6t0DoZ+*`7T-$QpuN*oTPn-RoQ5L>t zyJf@`TsP+^5q+b$N{*;8_iAHVvX;D$#Y|0F3WG7->pYvzC;l__d)U|L(A9!qSDr;MML`~rYg0}PK)uOs+hp5Ub zNibr(x2;jNvOFg%VXgOS&&4;;iLxeQG-)5|jlIC2TZ*pGP=JxygTYcdI;pgoi? zA<)*BKF4=0@4YQvaetI#tP5!yT_4#2lqc)p>>VjTncNKr^TtT))H3&6B`pyV_nBwv zwmdEP5-0NVt9wMSu>8S-L`LL8j2P0lFOF64511szSAl ztQm;zC&@rMa8je0QA)qxMZHWt1ujxNbuvaq6S(myd?)X0aG2->PMuiDS?8DwV8rP5 z9l0eQKpG`b)DU=8okC$|JuK)Y6%17jn&?ugF-PW+UQ%nbPa1#sdHP~#TFlIpNXz+A zP$QTiDIz4r2n@z}fNccbXEKW{efUq4<%O!MnWgL~MxM4bsX`@Lj}w@gd8?>|k}yE& z2@gxxN|y5>xIty1(oy1xa;R01DXhjcN>RLNduXewDnJP^3drgr0!U6oqV*6-MPN{v zKtU1~6;UdJ^|Fy<5Rs2%@Z;7pHf%IZad5IqqT&!7l8=h@*(}VfCLe6-ntBEnRVno0 z&BXept!E0FU8*rOt6xo+LtY65<*GgNw`%BYRarU zL%i~{nJGgOR%_19=NXjQ&aP#Wng|u3gfJ8Ek!`DbR72f894e-Gtc~squrSLe4G786JG-ev-Fs~Qeyb6i4%`V z!Io5)s&4#}4}D52L2=Ja+v2J$LNv^rYS6W+pOhIfU(qmt;$3ATJwwT>^EvE0gAgOC z{MG%>)%-#kh$B2HA|gO#(1UzcJ-QvJ(s|L6X1?iM@Eu66E^e05+>=cdnopiP0I5%k zMf8?_rg!h?-E@Xl&Tvs$)sn?h>A&6c=|2B4{aEZ!IeUC+j+_JPSo}=L6qEo`GO3Y? z$Wt3!yH^ifUNojDxn-==3sKTX)V#j?gil5(fUJ=+pw6~k>pWZ->vpVLocrbD-=E{J zrBA+=#nimF{D7cf8YZxo#^hiHA*L$q1s?8wFo;S^*8(#locJ6Xlp3PUh73(_bc;%+ zSD`adj8uWC*uKR0$Ueq)ZSqpL*>Zobx3>!6g7&2c)@Vz3x01fB@vl0p%@3<%U-Z7d zAT~Yk63^B9sJlcqrNBAvmIpE-)2Y!KZ5dqPZnX`pPEnj}*8Du?@hG2+<+(Lsye}~g z&_v0bEfZ@izPO3crREp-ch-ODH`&g+pNe&p<-+rP4xTUaZS!TsS$oT~sikVp2V+f! z-WMP1aJ>PiYRPGz_qDYTnfwcMGXK8#-j1JaKC9@#|2XuM`t0M!qN@DT%G>@Ht3--w zt9qycEk%d>Xx4-Dkm4AAjESrcT$H9QSXo&mi#1V*$knDxZebEV2YK!|zO(HiPef*z zkf{u5m4SYOmqvz8Z#kK~iH_vE|n>K+)CKCd9|7RM=#Uq3mQ4jACU=n6Wo)h*RQ@aFxC)t-RO!8vAaa-Tq~+ zhV6UDZqqU)I#qc&Vqa=+5cgL<&?QcK)Pra?8_u+ShN#AI8W-)J7o)x5! zC7Nm|fy69BwC>esio{`Y^fAqz_O;ceFHJah??WxG$4BS?rOCVCyXRXavspAd8O%`( z(`+DzY`FyUBe~XDQC6lB4o^U3QziM&EN2XhZ;je(E*Qp{x@Pk*9WFsrmwsTKa{qL( zkusK($9y%vO1@1C(G-IjZH$_|a^0|MwAKsPIOXGp+eyDxU5>L)$*K&! z-jw(HebMLWPr2{Fom$)7_Vb#T!$hq@juY{&77fPfh=0Iiwlz0ZvifMN*m}92ad#WB zHtkO~7r9rRJ}<9K$$HcB6q#f!QbUMure#5~?O?n~|l#`dY&Tg4B!7W$04qy7R8uz5g|hy(m_2YQqnqA%W!7OF1dJMs!`j-m^Fem%k%O& zkK|NVW@Xh7s0g%JzL(Z4xO-DBE6&X8ez!OltI1@$Vw3Z_#a7Fd3#N^HkFTlIuT-&3 zFGD6Pn~F7^a~?j#v~LYRJ|3r&EY4Yw7IN{X4L@*bom6=eL1>$GWxr1QMbF<`Mx(V% zKQl!!*S7v!j{D5bv8KLoc`~E)`NR?X4<#6w;eI@K(Yi)6#%O7J036`**$kPfwdX2UNzV9-sqd1#ru&Q6g~1-8&_P; zaYg^3%k`Yk*|(bSwO>$Lm1V8u+2ecHAIAb!o1Lm!kjyMpK|(D}$C#dHU(8u|1Q+w; zOOvU!qrBys*+gwwNUy4i^Tz5LLBu3w@nvs3tEM*rDUyn0Ro&#AO<-yTo28j4OqF?& zQ2Kmy!vv0&7S4M=MXY3coSLOE#m2GDS=oCI&{<08nh8WdRf6X_{Rql@T$t^-GI-S5YVnlGG#uD$=T31(+xb zg-is1s=Zw#*Dbb!2C^_R69XcdoKsu1AjPJzgtGMLQKvV(FxvFh=h<=~H=|@lq=**! z^o*nhh_zx(_lJ@Qh5?2eSry1fs9l;$D|&hD`jg5YVvrDNjvAO~vC4<0Xf=2m?z4_@ zBGqc!2{A7gygZOZ5H{V*op?0t9&ym$y}q-N_~`Zc9{iRn`3QISmzQafuPU>(gMB{CIB zB8_IP@%f_#@`w*WxG$_H9YdOzXM~1GiaY>iO_-&k_^=EsM5!>0wGvw;kJ|_Ot^3h3 z>s=kdZu5LAKWb)$01{Yc5`~60z}gy=;VnSv*A%#S zcqFq*g!4gZ#Us@U6cSbVXn=@_I4bG^4*)W?!W=de5`64Ah?4S5r4&VJ6w)dgijpV^ zVE{@99U4@plA}n^npvu>&SH%iHF_A)7K#)rnvr6O=kd10ZnK2Wx{sVucj2V{iTYmU znV?U~B5ewG)r)0Rc*Z1^+Pf@inv40=?v=-(%aJ-!C>*!=*Z>2x1ZHG~ zX{XK9-ORTwzv$DCzw#0O2BoOUHdA*$>Q8JV_>pxZPl2TOvMZOLYW-V{Ps%42YJVmF zRWJW-*~K#|JPJ?+q$(sMXII;McTLj}xN1$)vk@sD?pMTuJQ*j9;3oVT{QGo8t}Qp} zJ5d^!l+tDm$?}jg)ec#l^GMp?xe54x4m(}{ABp=p|M6$(yS!zK>NO9Cb}OsQWU3$m zV4_J;J+*Loy`3{V1W`I8(Mq>03k-*qY^^rQ%z4cFS(PD&&KSA4yf&^n_8-^z-=Feh zU#{6A>a2LHc#D$CO=FRufutx)n8IQfrZ170F*!6SKzl6dJSdB(S7VSEO2DX{n&+8< zG*qLj`Z=Sr48PpZbG;n>Ibsz#->&zzA3uGo??0u=x-382U^|27yDFFdWWTEUc(z?6 z+z@Qa)5H%_biq zgs-TDEMXEXqs-Hv)~!rO9V5dUjJ414#Ws@3OzGevwKaJ*S#SA6LRy_>hGs?=OwEJ& zFWLWcE|T(${jd{&$+}Me&i6dg_SX6>^V)s2%XzLZPx6s^e$2cd`g_RTVy(PR|It1g z$JLhgxwY7MZrS|M{iYFm_9nHgdDiWoDS8pPMEQxNlnW}xU+y- zm6m8JquW^{-6y)Jb?ut5`FQ8kD%2TaXFMxjEr(x|_LloNlNpVfIC4&%_c)u@89Aj* zZSJ`idb;?~q7ov#a<)8|DD&i)ye7&sk3iNV=S3s>m(%Y)cgfV|rbuB>!A?6%d0DNm zIRoSD?*9Gb<=nhq?rj^c`GMY^py%y!pFW$=^(o=h4>s5NoF9w-p*36PGUQN~>S&v+ zf^n7EnU(pQ)YA8|gY}YFM*Uz-;*$}Pk(o$DIzb}Gxyz?7XAZShajDbhISps$l9Jla zy>9gWBo|B^{ywbM%U{m@7{SsyYlIxAOw4xu7s4|~MMgM~R#eow%KLt=I-GU-kbc3s z?H_l#G(-r%X{}V3vGu!oxV%d5^ZizbTu7+TT-)_+lJJGn8wTrMlZIFXm*Eqz=Fq#M zn#s1_FZQzkM@%c4X(KH}W?R(koR=Ek*21O1is41;rq=C0&cVumkoK%-sp9&U_50^j zYd_DFZc!o!=xm{@`B454xlPWD3$SWCYoJ3;8DoJmXE}x%XGn% z1>Vy(P%D=_(K$>~q&-?nRxGa^SqrH63xQQ&@nmXS+jX?)Ca?UrNa3^t=Q_fb%jj$Ax6jzCKnKz&p} ze0zj!3xFh11^4uG?CXo77Yi~?yE7b)2J#Rm#+nhTx8y8&qC7jlQ)yCQvNEzjWIlrD zQKBM1p#-9!LWRm`M6aW8pMh3#!L%jsjXlw4p5$1xIv37OG$mYuR=sgiX;l^J-hH&) z?M5BVo%dLVw><9pf6r-#QR=CtdRfrs{e4SmOwh!CS&i6J=C;}wa2o|EKYjeV{QmngvaVltOFj1In_qssj72Z! z_}SNX_7l7##s}+uZTWA!k2& z9|81_e)YZgJ-&Wg&zJ1`{pnWKmUF$F(0%)b$Nc5E{p4?2_jBRC$PbULBZ3i&z^vG& z^m8oZ&iSHsPUKBrZp+n|D%|rte#sx(dA6PDm%FY%uKalM`|}>l`u_P6wq8D(oi^9S z4Z5En|M`0GsMvAbwyNi~5vi>4EXa%U`G`6+Vq5R^a>Os;S=*PfJ-y{V>%i8J%k!_c z^sjGj9@2C~n@8~6w>Ga&=lOl*PwQzmzVFZXzdyHm@|Ummbl%?^e|&yAudi9Q?*8R% zfBp6YmAttNZ!b0xyzTp9zx~sf@x1x5pSR{S;rFR zHJ|Q6KZYWn{&K(mpKjNGecRgqkETEAv1ZBEGqKg0x%=J`@ipgUp3K{jS1dtdiPAs? z2+%}7T7N-+WWr4kA(l6lFS%{gBevG;a&v(;%3S7RT$!ECMPeV^BUWA~^J5!Xq! z)8R_6CA7Dv@z#ccK?wOO*y`eskB?W7y4FjtUlG5M{2bb6o#vmX4ue(|T;J76{NFnK z8!UqQc{~-%pP!FEN8GaBAYCV}zFd55rtcy8e>hI&8Ec)&2lQx*b-jl_ zAO5=baiO)M1@B68%|*`kqd%_SE^t04fB&$KtuDLaBXrD-9JV~3`uXx{(n^-sa?=}* zzl#x|uXXuw?=tnr$Hu=Z)$*or(-ZXZLdONnrS?$Ix>8;QS@>Zw%$ndc+dtgCeP8nH zC2xX#hc-U1UoPjryWQv9e=ywJDhK`aP!;{{1(lB+n*5@cV`*FR?#E#XLa=_c5y8yrB^Iu;wgeZW`sFF$8K}W^%dc|?I7aU7+0{_Ht zDflxJQvnxKCc*?JiKco*>>c5KrNqs7k_M>zF99W|kdaPtL zo@0J}{{55}+Ml-j2YCAZ>+hb6^XJ$7kM!;IC&ZsVq6_UmIt)1b_kaG~xBur;{*TZ7 zIAcAj({iu;s|r7joa^%!xE_z?I+5jm^t0NB^Kz4Z;auPhj1we_dhmsAYBz`I(4UN1 zDn6Kh*dLx16+pmT0FE9FaD$fkMog&4_4ai8+dA(q%h2C1Z{IX3S?}6zDzhBzO~-H0 zlCcVC4?No<*Jq@#``>>1{JZV>-$`D0t7Dnt@GJGxe`vN{FS1{=UjF=t5BFzmb&ut( z`2P7V`a`B0=p8>=Bmel%_Y=_anpBOxJe^~`e@6IyK3(UyB?DAx*d^nMQt-6+zT_XD z9#x&OuiIU$+VON@X`{cf{7bVx%L6z44DERMzi`j(jnj9#BJ$RMOqh>iVS94=_oV-w zvxWbv_WPCoD9cUdS1}Aa3%^qSi>_~ogM&z)zUWU2tzzM<-`mq&))irSy?1|NU$K{QULXvj6(y*b05TKB zx%l$C{pn?%`}(#cwqMuf!uv=sA|+qyexbdA&qw5EX=BG&Y^!U%T)+S0OGt08$MwfstH~JPbjr(*kAM7Na|?SKyT&2HNb9WYE}!x8o534^ zNG&w1d|1UWp^?ARouNQlLzK`(s2A_Yuuja1|P;1Q(OHg}y zjqBTEqfsD66ruo(C@L%Px(7wklZa--K#vUqH~;Yw{`Ot}39D(T-H^_8X_v&u%)h2= zNYaDb={kjYowB{L_|spe{_YYVpC4aFyng%e$NBufmipZ0U)fY;Yn2WaaNl!gL-%kGc?OcBw_nkwQXC|GnpU35?za$aSW4S!=!}0YxzFceE zxMywYKhgMbiT0dl_up##OVIDHa@pt-$tEOCH}5Zx)$GOQOD(_qGR|0nbYi@s-4T9& zdt74qhewmqU$-St?1$HA(v&}>ksx{32*y+D}c-Tv22AmUG}wy(q81y zs0nX~7px2C6W_k`%&dOU^VWZPGL8MOy8XE0PuV`o^$FX_@E1M*yq{?|_g^vpZ(5$EQ3t<(CiR zVW%&vkif%E;70Q7xn;XyhliieKuxK!^tz94xAyn@^$O2hDhxZ)O{pvOW^?hQogDiM zw2MjD-k<9~0RD>{we8fV7ozo-dHLDak00jKa69$;xjaf=8eHXgU61c?c}t!6M1wQf zsgDE4y)J*84NphUqW6TP)I^DXlG){K>$x0n;%M8`L|F}&$A5#C@caS$HOC(3YjMP~ z?b@TQAq`tAKuTC~!H0L=Oy<$-lL9w`TWgl)9vRT%4lqJ}S$OVF}!pKhN&R=hstoBnXU|DybF z@2X=Rv3RK&jK;w8jK_D9gVuTILu_n&T%vJxON;_RPJCcOq0Z8K76_|U#eF?MlVdtU zE?u#TJT9bldN1v=RMN1CQq=Oa+lO27F&*uE3cCVQYy+Q6|JzSP)0cX3c}k{sewDiE ziwcR@+$LaCSMbQyD zs-xcV{w%(jX~3*))Y_JX%2_WV28S06JSQWiwm@gF&JFo`z^}IVsuuji zafkR&(NS(1Hz`rnhSQD0c7AVOr zML|daD1yB7xbkc~q>PFfg^&OVPE{DLK@z0Q#FCXr6bLe?IY9<-Nn;9ZKxaAkO;}o( z&ZBvv0iN(OM)1>vmz~8MCv(!mxVCXs_=#a*4c>^P>%?{1*=1h^khe3I$4H-1R*0iH zAl52y*@{~R&AyyZi}@nvf`z>cX}9Px8IGFw0dDWvj7q=)0YGSHQbH?bSQVIRmcOFk zXo%#q;>t*vJ@W#vDslH4dvy=VAc%K`m3RzP%AWBs7=c%)4F$<-b z(ZO{TayM|d8ykX4_)#`_BrEeuqDdG6u8^O_Cr z3!>-t>Y?&j&Ng$|7Xu_XC3Em1HnkyA262K`fTRglfdf3vX0~N4iu9`f?P9up{NFaw zs`69D*(!x4w3i+ihUerb>q{<_^q~CK`P(1>wzjRst%Qn$lxVsers)}53buZ4c)R9YX%Jd*gLN_9&SN|FlQoE-iqilCMf&W^gAu%lCbLK4 z1Of7`9nYN(01uo3P>BPE&z8=21HT-MRF#3I4)U*PzuN%WGFt!o^cP%W|BtcVL)EE=r(qVC<64fVZEYjMmC7u~7BoHv3}hWggh? zL60((REF=2$NB-R{{=xVKmOg4tc+%_;5zTUi66~$H`<>NQg;8-X zT-rDYp6c8}+Z3_{$iy0%r+H(AdUx+(k}KMp(cPW&w;LW^4vy%+@bw^S3+XE6oQzqSIzbD6%tg zAPCt7)vX<8W}3rx7D?4oNM*v#+8i*DNRuq%)osjBQ}Q(y2O&bFd~d~nm!em)T}Iy- z9u3Z1lVpg$4&K>2Aw=1TJ2nSS^Vztk;p?TMslvq-Ak}4$*F4idVYA7n# z&`(n?VYlo3E64p@dI?|6dt{K#%aAONNE!eqLm;zC$1tRYb)7&ri-*N5@uVPN_c#Y; zVMY#XNlNOTDUDFK35}|*;un#u<;$PF1~W<+M_*+X=CJ`5*al-e4OY3T8&h$dO_y2xGXh8X~S?n_I2 z7F~1pd8(TlZ|yShLkH}DVeGl~Z zwnk==VI3dj2EHQe48o6DcVt_-GOAz`of_+uk7rph6%Pnj1WpX2>lQPtP6E8IT+ysRR?2EQNHO_wom#vF4V8<4xa_ zL&CJOHID^9^udd)wU7$_dpp|myryUabk`bCqxQRMc%Hg{WJHEgO4Ex@`~A&oNt9uWK~Asf^+h|x?fs9h_kd7E;v-C1KvMH|{ax*uN2jW=r z>4MIF&)5^nh)-5)jpA|03cH6m7D84`^dZRN z;motGY*BuA7He--0)dDussQDFfCCVsPXK_5D$Ia)q8gD|7yyxkNRqjvsxVQ=|3>h@ zDkv$G0wfF+I1CY6AXg=ZVpe7fv$r3W08SW?(+Eoly1>a#2n&W{%`5;0<3J^brforH z3(Ojr-Xgl={i(O@6eq8MDnu}H$JtO0hWi?dP9uArSU7RtGTw7d0Fap&EK%d4%=4TI*E%WExt*=;(sSWOSiLIW zkdQc25)h&?BO|i;DOAiM*(tD`sy*TQ`~Ay*Or}J31c+h-nTc*W>w*O$zR48o;T5^F z;146O#!AG12q1_BfHn_wUy7@&Ai0RkIKp)kWJ!=9GUOweOqp6fTU{pV*?dvwbTq&@ zpY0DrpLdN7?n?%o6_KduFHe2p#o=|q( z1!Ld@RV)N7Q~-;3w~h_QgXuvs06G8w{Ys)j8=R#LlVa8}20-u3_y{oW8#I>A$(Zg` z)wxvOXr6@>rQT^?3b}-#^Yo_gm?9={Ffk{?tXz%+32f=LzP(va>+A8fU5=Y1WFVi( zF%xML9ooRI!5(_nnxu+8mQ#E3+j&p$C`l(|Dmg>;()-ifQ!<{?yh$_yyoo(}J{}AA zbxmH6c`yv}K{u#@chzxez_`90Jf>|ct+*aJ38=M#5l2+9=weMqoF`a-pa^QqSjkEa z(DUsx78Fg-5e%Xrlp1Gr2xs+;qAPni;?ec-(q3*Y;w>VSGvSm;g`#SuiA~5K}?{SojEx5X~q(h|3wv7ZvWzScXX{LdvWO22=TGZl5#E=&$Z? zTqdPY2Nl2|Fi5DBG6nB7@9Q&;StB()(&~r7WAySlizI zdwTl{^NYyWlzHgT0y5;aSLDK&PwYEzxFGIg%iSrDGQc7LjdBP>aHTah9MZu_a!Kq# zSYV_G0f>NrfJK;G&T0BwrQkIfQ41hbx8zN(D(^Iv2*NF8r@+IS0+IJ5!WKV!> zm}S*xDllIFqrjpP!pk#>3y}FSo?IVynd7`{Vj!>k4gFI*7lPqo^`P)B8zP5OaJyaC zC2(;Zt7_CX#<^Ob-xdDjgb!u^d(xeje@=R<`aRx%G-e5q@>w=*jsjp<-ExDy7YWPc znsrEzcFFnX+)CDhs3KrRSC>2sMnqWwZnh;!AY`19{fD@p#Dz%c`iMDG3o#!nRxj2YM!^HY{%*|=^Hab?$ z<$kR3J?RAGNrLH@Z;63-UQCFi&-x;WQiT;%R^=%RHl((~aZ?ZO2-kif?^Z_Z&#&Jz zZ>|FCbHH{+(TELro`aP^5E}tuQW3ZoF7}jmpx=>5X=wqG-zxuFxQY7k^PE{ktx?K8 z>@Ul;qi!r8VA9O}2&i}_ec^nr`678pV8%WCgf(?_HYYe}PDw)6vuKAW;1{Elw4fQ_ zVGa9iVH%eAdu z&7G@+P!M7shJk)qM-h@R9mXZVF!D$(jeppWZ__dH!uhdNU+C5Bdmjc7L755<56NiQ z)Nt~#phZq_MNn>ynN#NkBo)wJgk}e&gE}d3Uon|Q8VD8hbbSn%IrMjmq)UJJ`Hxj!KjE!VT*UUS7p)36_i%CBhIEN?v@6~Ns=l<$(TagxJLw5&Y9S&NE9M$ z%nh?B12W4BwXk_DHt5Q~zro{N$@n__T=?xNlkfHT^lSxP7(EnI2_qvR7(P>>iUEUV zKp^6}ao6}uA<~4zXg~o{UXgI$mPUVUC4T!da%Z}*K;qv538(}hBf!19$PS*Ga6wKj z#=vxhjB-K}Mk2(?U_??_X1qIFjXI>UaClAxVrCSyaH(fG0*Q`xDZDh}w20N<(~G{% z>uYW{U1cufB967yQ`IC80T1@d0Ej3sVTXo_s4YA!?*cpbtm8X)2#l8D0R<^Sq`I#U zs|2B<#ojOONJPP$`5vOqL=o#Pu}#L8`>U^?yk9i$>Nh0tw%*re8<|rguiS_-3SYZT z&G%0Cbaxikg&W9#^Njfn7l?GoB&#3F&l|ThV1OQo;t^hEg2;G!RvA2TZn2cvHC=cVhHz zh3LuPTc%a=C`d~z9ea`&X9*=!CcVq5G&ZgxcciAINhJ{BQzD@-0|r;tyM!zR3V|LF zR%D2RbU^Gtf>MD{2~YvW$oeii$_jLRudPB*5>}7|DugM_j2gyd< zC<&P>&Poro2_Q&>jY=R4VKfC{c+(daZ}~+$D=y_N$Wrz-dv{KRLK|Sksg+_dX}f4c zw5q6tLNKTabIp&(`j@z>%#XOAoxY%I$tS7PMhH@)Zv7dqDO_?8fN@{`Hy-MfWVRI}6S9GLGVRq03t zU|tr>*Xof`|-8)zS*VsSt%zd93X?h0Q4E zG79Tau@L<(qA!&n10daU)q@V`xXH7e=8s3u z@f$OOE>R5cm_jiUH~j+iTzQ>n$miP6-YQau^=Y(Vs08atT$D_LhPf)C6uU(QvCHC% z;+lnLW=aW3i>DhsaNimBOt1t;ttFWD*ob&wsbT8Wa7_r1PP8Q!;gy{+ zT6JP^xyf?Zv4=xGP zBXuU7wVgOvY}3(+Uc-;PJNWZ2U>BPo_RAl6sq6e_^vB^(+CE_SK}@;{R?b207H4cP z%~3G#8m^hseTFS{GC)P4A@}44K!{T@Fb9GsMIm<5g^7%U`C-unrI?uzy`ZdehCxFL zg7=y^5P&Ksf=r2U{MTDjc|av_(K_?#&TwjVh!=d1nlr7-zjiw@=+afNOh@$-lZHzJ z=>#xw?l$A(wd-b0$2@=!642RcHfUJ_(aG78L!@zKW<7APNeM3q2>gB#@XWwULV@ev zmym+M0H2j>(hE*(3{k?cfq`ppvOtY=!?^Te9S|dV1YwY%&a=V)EnfeQI`-#F%+D0R zqRinpa#Sp)%8VW2KuVRqU3dUuDnxOa(hP2>5XfQ3u z9As3}NmN<|ln)-6azgnan>jTV79ES4mp<-fj?2k>*=gc=T;32O{pFHEJpeyIz`uEr zVisp|2BRCo#A%EJf7)6t@IH*24q}`^nCB#xe!W`T?1a3ZGHzEWB|!9IDn>`BWJGzd z)owE=g_gz);@`3E6h^^FB&C8J8JGvd8}n;jpAxRZKcRGxX=6C90?#cm^9F93za!9) zUqeIm8E=E|R0tun%zMGXSJdC(^&s$!J;o#Ffo2q^B=-*`HK*-W0CpfS#cW8(qUk-) z1`mw13CT}LzoVbE<~+{5=U~y{`il7wf67;cTh(L^63wibheem0>YEa9U(mWx)idQe?(jysSWiN_Kqsolw@es77@e&Dh;s7%^fq1875q9WDES+lJ60`C?p$9dF z4p9@|K+B=dgkmLSr#_&@{s9XD4Qg_ojOKb`=RQ`01AS*PhJ{NCdm&Svo+F5vsS!g7 zc=4EiRw5N+2_;&_5daBr+sm`6ED{__Nx7&=v>C-Q*}N>7ffPXsc#kpZ=I2hKi^p0w zaD%*z<>J#v26}KJCqy|?Ep1JlQCS{Uj?PHlWZU43fS70mT1-S$kO&o@BC*OK36hIX zr#Ru1SRo4w5Gy$<9SbWx*%+z}xC#?1fkCpuvyf3NtCAq0#K?}A4O%5~5&%La7G(ew zgPRu^qu#9zFh8ky@f(nAqlo~uCus2p%N0233~}Kf{+M8fq(<#EDx@s z6pZz)y)J?aW^)$9@&Zq`xXD391S_UMN}+QmMN-a+V9zQ7;?~+EF$A69myP;ICTZt` zF>kG4(f0M`hLsBnCVJVf85Hf5AWn$HG>oDQ#qxw1h$OVIuN(^&ChZwDf>$QVFbe|} zU=AxUT$NoIF%TH3gaCk1F>--)tc1#Uqb*>uHj*VeL7Oo49hxMx#))N*eF0HVd%KgaR(Y1drzcMi2~}(}+FV1DBu^I1#;1?WF*X z!K3*&+l^>4;wlSN%q%R&j{93N1joSl+T@r}#Z1T(FkJyu9K!_w!4UwiUehXt#2O`3 zU?qcOrU)0t97jcgCq$0`6}DLf$>>OtmX)rO-XR<+fVru5M9eTVtNSEMjCYle09683 zL8p_dS1F(rB0{1C8NhO)Fy@L5P!2T^?u?nWM0Kr&1Ii6ikOyQydn6=8z1LfoD+ZUR zLSh(}8_wARnlKm6fI%K05y{BhnX&>3@;n0s0Ld9ekpX%G?c&wV*&_;^ITVotIbb_< zH1f-mT>-G4q2V+l7A@EcfoUu-J4{9gnpILo3@9Rrv^2ytTyVsR(1MoYE5V8*rK-wPdFjZEa*?}?^9}EZbHdW1 zH*T$In=!GVFo`0Zsu)oK+qw}OB;*uVqOJ~+7RZp}u<-zL+LpvMAQ5ZHB(^Oo&l}?& z6t!wzI~@N~a$w`iSGT(x)ba$Zc7LO6o-xvh=*%nw898y}0GZmV0k>V@^jY8T3J2vV z4a~;Xn0ja*ThiMP19c!GO2P#9tOS^v2ngj+N4-xFxDY!RRy41GawJhM2*6B}-!tw+ zcfw&(j;&lH86L8+^SG# z(loMQfGP$=bLf^k@$65bPb5S4Q>V$8PH2%F5Sa-`!a_X}mV2%ZkC%3S^5rHa9ieUG zK=1&zLazWfU;tTiyX-oa+i|_Ya!`s7R)b$|+%N4vN47A9#G<6i%9U!_*G8CN-}x+} ztzdI}Nm=l*8$6QszPzA(rUqbxmbaU{{50SawRf%t62*I*jRZSF6gnsXiUpJzV{RuF zgkhMZK};$XNFYyQsX`0L9dHUsmmt9E9Mw(_dUt~G;{z*u3`vCt7)aPVJVLy7q0|>2ffMoqQPZs%Uw_Gyt&VoK~yeo~|{soG6Nlvp7o-kaH+iV7wc6 zpy)&h=0Z*cfW$&ZEhs<=EXfDiMAytnOh570IOi6i$2R^#9S`-W8%nnY@HGD=bD_ z;F6(Z8p(ZGqb+2<+@jVGuIp57Z3({|`z&mwOGpPd?Cgu2DQBlx>r&CbJPa(Erx(o= zYEN#4wdHdxa+2YJVv5-!-GzEWBup$LT(m8+(qRbRJTts_nGq*>Nqh9VxBLX#)9Y=W z^H}1bp>M!0$!qoBi9dSY!f(kyDK6XWA764{3K;o}h$t$e0I2oH-iA5(zUE!42%cv= zpYVzdTQ4BVQ|B2vC$ZUm&a0xP2!JpOB7r+dA)*kq!h*Dj%0z0iT=pNZsz`=psGVSA z;RqVuB@+kLAYw=dXG9W}I;rkeXCbi&GXbK&NKz`JjQ4`PV3^@&LFx+#`#f#zRfsIz zCdN7Q2{cgGfC`w*K^z_jtvwNfI6x{}q!6wGedIs4YJxAx8_1COE6?EE$g+|Y)+=a0 z`1rx`co8Hx(e9Gpg)a;VY*0v!q5pi=16(LKAppF%DfmwdzdBU$_K&d=T9Aw-J+b&182x^bxIK;#Cl=I(#A8s}_qn(v&I%jq-yie0OlaHX4Ce zvuS5ar1Y?yiGd|OGXYUk84F@S7*qiQSrSk?b_8c1NLa{8Jz*x<#@{)DED)nXKuOP{ z0SlFzLp6fNwCFAvvU-DGzLRkSZ}_j)7$|g4^+YAW8j%UK=!$@DyOojvWol$00avYB zOXoK?bF5SrK_bAU079k{!aSkmO1g4##i&`sHee}2L_o+gm%vIax~!6xXQTxJAu7vC z+|Td|%PK$s6ap3oM{D02+;xKN(z#ci=~+^doTcGqk(dybRY-)ae)EJEk2vEkMv=VGOexuY#NmT^Ma-yWPT7XmNy|Q)$TJ%Oz zdSFUdRh}9{vLJh>4t**Ma->@TGzdm0il7F~xQYl0D-j|R@vKU{QU=B;RVY|U$!lrL z*$Oi2y}TwcJ5C~Rqj8-pX1jP&l1Y`jvEX(L;5du(3 zOA#Up@OppqVL`_G60ESG5He`#LR)$d5^a^`lF+@K+k>HMcqU>5MF{#LaN=hztI%(VJ26al~ow5>Z14264mF znK2!4lzP?*_(WXPA|<&cQWQ8~7FbQHM-_TEs6egajLO1bbcRVx`L5(}rbz@u9ic&e zOz43}VGqL_Q>%Dp|3ml1AeQL+ie)w`SLJ#i8FMKY)eg2bIS$nLURR7 zpdA4zTKamvtO|DsE4u?7AefS=rv3Lwk@S(g_11E}S6AhU8p(xswxubI=&Lzt6RK0 z@^u-6K>(Nqg`i>}UbNlLMO6fBCQqvhZ6aP)L6uO27{FMF0hNVD)LAeChGhgX*viLJ z7h|geC{{)ggka2-xoCwr(f)!tI-ZL#CuGD!x8hTgDXSu&A}TXO!xfo;tvmxA$rB6E zX>stRJz+v7R&q+sW?coCF_R|1K&&irkjFK#^5Whsoq3AxOvi#h$yxyvbK55ZbD{S# zB(_~IZ`^)k3OasY`!D3@wSA-UIJb4EfNU7pjG&1F;2F4J`OednHWN)~igGI@oyd+J z93r(KG%Rm10X;Ffut#RXqiQbgiImDE5xszjgqa$OvshN?321YqbD7PH3Qvkyi8a4jWIC63nlte86 z*lQ|_!BWxm!|!p-GSBE32=T@N0v+fmOhhCqs)~1=F2WHH+$Gmbz^3lTo3Ed)`TWTL zFH}h3QiK6&NX5n78@GE-ghJ#fAgsn3Kz+^SKM(#x+W*Pm|IzqYB0`c}R9D^X!jDdJu~Atq~{$(H6)a#YhThJ`oBfvh>to2#h$m&N^i#Gj49jDx-

?QlZ2P559LAZ|rtK#;HN<+D8fq~jGJJ!ksB3{_NR5_CVOmNy*|5Z~85xBa%h z!QVa{{De*VvSY=ZOvaoLG0g!z1)~;Z0pM{qN7TlN0v=@)C)Xr_joSVIXcZD^BW$3} zF5r>yw49M=O}>Z50g$yUy|3~(SBS!hCnBoORz4-qzzb(q1wauY6oq4;to;IE2h*@% z@C9*=Q;++pzc}uBn579Wm!(5&9+~TsnV1O0mH&FA6|wPHg%y?uZS^iuogj1#y7}P3 zO_h|#i~}Zeeq7}*xF?+hiH90uAaudYsjuvx4XOGMkV*VR*nz(BdYR5=1t0{0bSbVG z53dFR45YFtR`Gn5l?yx-&oqjfFlQNR=fzepaL?-Gh*R!!VXAtZ|tGRSOM zE>USwP9#iFfSxKWtxdr2VY$m}BqfzpNsyN17BR8eowx!mivk3wCs)B#8iHBV5vxn9 zlpHx9e*UD8B!CMmm)gt-24v($#Tsy7nJ86d=@#~UaC#Mm85VKF;v6*JxCMzqLKX=M zQ4ikca&`Z+9RQ`u4S^vNYXTYpBc3TWITun)3B<%R@j}!Jfux9bG!tqVeYg-CRYcAt zwL+;>0tO36EF$7WhH}MSl>BnEv%GiZ`;u!Ejsm!GiimY%hY*)>NUtUpCIVd3l zDkvBO5U4Z|OO!=3q0E|3vf;6n8`T+HQ&&u+6Z`93=0MH_kK8;tqp5h-ENsZa8W7|j z5ydDi2(p>O@vHf19Zp&Xp~YeBPJ67Vv!^T79oj< z-040Zrvw9);Kq10P@g39)hUxpsh%^+s%HUmM?(gJ03Ys&?nyZ<>GH8r)tmqjk&ysJ z?l3vB2mmt}k^ljO-kF0;pKK%=k^pH{MDSj~A(_n436UxwCqp=35<_vk6Glu`=um7+ z6+$sOR%D<-IzhdcTVY~mQZZq@(-V#>;ua`{#T1;`0@@Trgu+S%Q_6QY3@e0Sr%X)8 znnaeIAry=s?g$l#7C4+|H6WbGc3*hKSdbdXLBO;wxG)>zhZPU66HtgYa3He|WXs03 z;CW7g+}g>UKOX#;-UUgOHIu4lWdfm~Jg$ckFoH~{-N@nSGCMN0&26%sY)`k~T#i*C za69mIty8nx=)2GKoj8%AAp!Q7nHc~cfI!rm!#kvoSjABo#a>*5ydU7ki}9kFl*|N3 zu|E!J%9s$76M%aZyBq8m+hDS-Zh#04BZusX?L$^XmP*~1pI}NFqT**4%UI4<0Ou$qE z$pMh`pa$GfD^b!t{cO;gT+=xsGJvqCh>LBqhp!97EFdH$o)ucPR>jM4%Yfq2a)lPQW)BkFv&wThYEyv%gY1Q!5>rAe~n2S}aj>a{j zzcF`Ls=d2Yb7n{sz?MO@RSk}lfNBcD!c57H@e=Mha8a~r_Zvka?{1Qt0J zFG=oM6^#M0(xbpt66XiVs{E04q~Ix67a5wCPn=1aYJ1uP+^n2;M=tg zK@9v9GkQy&V&ABqefb!1Zn97LBr4>pd4xaiY^eRa;U7mD8=_rDB!l-W2=SaayDW&D z!I6Lf3lxP-iXi|6*$M^fku_B3^V7@y!I7BB?~x+Vq+THaRE1R(g(V9hB7hVrKhv}r z<}k8@w8kVN^a^jA(`E*qs$`uEBPhWKCUR=*99i9h(JSX{FJu(5Fkw5g3TXiflkd0X z!6nz^5wur>=xTM*(WDyEDsX{thc^%vewO+I5C}v>fJjxCr~rQY2@4#epuUJ}l|LSf z&bW}9)~m)rQ8-sXWm@(p{HD~X8n^MW3S!$6<%(4G^q(H_f2jGtTYGfH_~kfo;91BR!q*v3y7BPcY?{4nL!ck6FqU3Acd}Av7VHPUMZDr z+9h%Q_F814qXb@pBg-2D0H1F##}xI;C$EB?skjHku>uU3lhO!Xk*KOX1q%e3+nOf( zjfYjnyxBw zuzqZAxt3iPu-4x+_n0pYf)uk zpc7{ib!;JxOA8o6 ziW9QH0{!e@PEw1=mea$}f)gt+KCv>XO~SiXM@aRcv5W%=4G6FjW|Rv)AzjQ2!Z1ck zkaR>YGXf}{RanHt4UjP=)}dHZ6t)(ZZSG}-8^S_7+xJJ7i9iw;VNkOSMh)8`iF8Fz zpyK9L2jMvJDVZlgfT%VErwBrPTV5BS%{k}IvWb7->SNr_ULKWH!o(mHM21v&$l7oN z5G=1a91rda#Ecl36Eau!%-A1fDFpeA*HfbC;|X4 zKcqrR5TU4MAC<7I)O(yK?MIKXMolozH?G}i9tvoR$GDuoVP?}|VIF1vA!-9X0q=M+ ziC{7m1%gXQQJ`YqxllaR!>~YDurV;tLn}Tdrx@1Pi$(W;i5h0VjrFa;VS%K+arZa=`A1 z@3cCQ5MUBatWl5!N}&SagTpDi@gh`1Cp2H0ub$GQ0-7BWiSRpd6r~JfM8`tlryIaG1QsiLa@_YaU*J| ziF`txSX=-+I-ww9W_rx5L6jm;lvwZj*jHyA!dLD%-wkT+mXE}8zBXNB^WY^ID#~Ail``N zYC>(0D9=Uwv=K0Ftw zZK>Wohb@2)Z_zK45MytUnnS&1fr_q6D?B(J?8rlCgna<61(`58OVU>gQ)um(u#llw zaiY^G?+a+H56?5c;y-f+|2s&v6Z%8@o7k6mRErba*#m}t_mt84~X z)p@_BS^m^Ugtc9=hZ~dC5Vr$ezf}arvJ#iU?S5LdP6!W3uGDo9h*$m$(O{fhwC(r+qdi4 z_}bCbzK-M9rprZ_gFjpz=7I*%4!1>Lw+16#-rzgWtK~HO&4dsz ziIa&464T4YMgbLZ5f(E*RTTol8EUjlWUFH2uEFo<8CynXkrY>28kYhlozIAGiD%Ln zxP)GIlB4C*xsmUZv*lj#1L+45nC@df6;mP+tF#Wt>6Ugn-KtQaDJ%r0HMow1W56Gz zK+`k|%c1lg=C}*G(vXA#PLh!2AU^!D?y2jG#-~gN%7tGUW7hhxxB2O;t&MNIeLtTx zjLZ61{(bj-J$`h&-}AOF1=n@I^AdQEV66rCm^3aOyTXrnvP)|O8hbpvG77@MW_^f6 zNU9WJbt0nb3x0U_i^4l7W6yK7wPx=qfcw~#a1 zN2s>{y3b`wC&K257C0DEmP=Sr5+VTtR2Fan7p;SDP4tdS(e0DCAH4ti{n<8s$?*m2 zyZEC5(%A85#wYtZZx{Uds27&|v*zpm@*23dV|+3D$9w!6zWm=mG?&M}Kkff&kAD~R zD{(f=s%d_N>6-G~mVvfiqSWN}SS@*2b@{$w|Jz-tM@)*@3~~C>+K4Ib_lMZ>*ac%= zsU=*-?rdOWz_V#(E0U~#)f~Q(LF^x6bf&LM&5y`n?e@mfvQD{lO2*+|cK7T9{|8c}_biU!eHzo!Y1mePU z8*`Zd#1}yBAeb?2ceeAgo%)gKamP95xmhlGiF~&Fum~&vM=D6DNXtx05cgj7Jt_-; zuqlIb3Y^1y9{Gvq2DcidNh+&enyv+Wj=#Es7Ji&@g}SNkC46FoE6n2t=Z{vx*+#Vy z)f3*In}|^vS>`~fjF;QnUw92$!~4}zkMCzhE~q;ilCSIv*o)H0;*#`q5J4SKN3S3V zAPby{oca;y*MRS{o*{qI{M4ZeZLV;R7PA)y^&uFLOPnv??9&tJx`5NoI!!XJ1^wC$ zc>S$N$N5B-w)~*l+Wa?ndBXWLq1ffsu4V8$bsTM3#eD1tyZ+(r(ZAkGF9e z+CWHY>(cNXcE9_Td2V?CLA59JHVQpN*z$;Rbbv)B`tB5ewenS-DM+BZpFdC(CF>01}K=CbnZtLP8an zR{B#V=PYyvK-Z)d+bZ*v`<#cMTw2nS=Sg5q;ra1dfZtu>0_Jr>Vbq(kOeThov_Or_ z9bpz4*0bEIp?g(US%MTcW(BB9 zgFKl6kM(hErkv}|d^UJ~A!7Jd_EA*KjLbz8Ob`U9RS3XXOIQ?mClXYZIzovX5+VwB zC759@6!+z8R@)ft_~x^b|5Bl5zvA;^UQyTq350^!0B6NzMfnK82`Glg-%E-00E2wjFJF#z^CWN1(XGWPI~e(wSg$kuLTBLBtThsk`C_G zU$@_p?_4*<6L4BVpdznkfKV(HewNL3ZNm6?94j;6CGirejHP%|zSSIK`vX4pf{Cwh z6_%GyMRXs!>ODWA;dA~FxfuzEUM#*Whv@ITo}(P)hH>YKn|!#f*&fyoN93d7U4Vp@ z<$C`s0FHul(R#j6r9RH>$o=}uyuXqkSCvG(Pnz;1myeLYa#Z(PGc^6(x()ycZG~tx zC)F#_K~IbymwGwqf4(^BOvjpAkF6C_9&@P)90=At#9$UY+VW7Q*`A%&EJr&Qa7A{P zX*a5V7=cLpWb_eYxe7Yp~$m8hD;6IME?u59>k|-I7xAX#!26!bE*m_~z5hddeR_d!Ecbg{_w@nSJK@hi zef<|;o(>?3qgt}ASEP3N@}F+Y&wGDS98dl?s`It~^ke-cwJzlOt|59(b=JT|E9MEWBLL{^9!c!L_US=)F!8wWZvG$|un=Fjm z1s2$kIZx`;;0Dtrt0OBCnvsPBz-7%SLwqbUR>btaAIrl4|A%}3?XmotboNw&i#0l1 z{KK~yxkNk#Y*2#WjZHZ2&tDa;FgwGR5J&CNV&wer+bIAs$J&*9OOeoaW_J5ZxNv)( z%jHf~)1S;=f?nZfvYn|CcEM9J9D6M<2mSNOf0+4C9P5^UUg3WsIuoyM>ntyX6=ey^ zpo4KXWqDn*_cQW%b9%K!&gJ7l*PqY3jXUJt1(+#=9E51O`||rSR)O1x^+ucCT<0CS z_4)Pyi1m4-+|Svbp77`AH;VPk-_V4uaNHqnRcP|r$7WBjH#MI9)9tAR+_r}yt>^Qq zf4jb{Gn(gy%O3iz@;V-W{D?>3!{G)zk)`T6{3&etr^kQ!k59$HFGIdvBne(lAi)3h zjAoXQ!l($8p#{qF`>*_$xcD!%G{1a*xx~%oORj&o9OoO2u_S`)ZXG!LvJ;HkXTxK? zKpSuC{-b410(rsualLJHdurAC7VUbX><(u<)(6p3Po(lHsA(@`PVjo_x)*!zn-7|c zFFzHnb-P!+;p#j=U%khhDzIqaXVc%=dOer@)Y~8b{MV8P0yh0e!pm*^?ewp$QTk7W zO+}Q9;(@2(Sjg93KmW4%Z8?8qdBjB@&@z`zpPwFb!?z#xgK=I#YG~j^uRrPjFSM*t z$ulHj#=MjHRpxm-=g%#co#4KHq~&uTJKg{EV@1YT6!P39^1>^nHd@Zh*DbGKS_|dh z|2P=QFCXw%r{}*#@oAZWm$hM?v44XY@!_Wftll1%v*7d7*AJIt#>)+Vzt8!!&h2t$ z#N%W;Rf<=TI9jXc%X+)#*ILkdd)(eMA1}JnxcvEo$q4U>*^EBt z;;{kV)_=MkyVw3C<1%0K5y>Cv=?@A2W$~r?ZA(QR5JIUzW*t%pShOy`UA(8xnlH>P#@PH&%1oV&*LWNIHlLK zPFN5p9xYA%M4KL9ak zGgDg|-^aZvF3)k`Uf>@WpiqmSzWEV0kW)Kq&xAMwvTQk@x8n0#91m59+V;Fqd%1$m z9Hs2l_5n!Q*1hm;JwLhUoVG5P#LTk3koiHu4O#5Z4y3KicxvRmQp9A2ZtM>j(GWUCzHCh0j~n z=qgl_1|rK3UU8{&+!n|+iKvZr`m^N4OfO*ygfhXlp zTL1ZRUGBY+$;W~G*pJ%Jo`e687)@g1$3S>Z~4fMTjv>06_RBEB&{V5DIxKeOs-GJQ+QcphWT zSWEe_iOEWt!Bn2HDz#bv{&nupwLgigkET;A-DyEB(Z#O8KI4t02yHye>>Kz}bx9O- z^p=_Fqs|Q!Qb9-&A(rGk)7NFbh>+)saApRGV6AP({v$^q!6AT1yO8K}E{v;b3P#0~ z1!U@wxr)a3m+eIta=lxFHmvHNw@rTs_hmh#6?5gHoRus1pO!y|zdO#NC{cofjLttP zJI6c6!BlG?t6eXjzrFm2tV>_L#%eN2>ggfvhW-l{*1^t3d&@Zbe11}hU2Y5!sIY<* zDk)YXJt>n>R@pNc4wE262BNZ7pb|hO0uh+tRm2`?r2Gy3U0k`XB$v21C1OWkwZCh=OC!ATpf!|G%S zXNN5lSeBknV#!)!#lj@URBNj45MfHfDzVTD$YjMGcV8}I8`FWa~sqLe$`GfcDJry>hkC4H(q{uzemE^LNuGyCe&nc95Lqh zM^a>+n#SV`AD69`n86E z#JUE3+anE9qGbwFnqg;M7Z-b5k1bZiqI%`kT z4@=sz8(5CwgSx9kZ%H}1LYT`JAxT$pTgjTRj6#*P332ff16WCfh@z@Q^zztly59_4 zrl7i0lhgJG2c4(V6sam+A#-wu0;7FqsQTD=X`N<9*$KBaf;DFi25Slnk`Z{`4z3@s zv_xWbtBN=w_b316jJejR<3c$e~3$7z6YXm?>oWg=#*s3e9mQ>KlF zj4tGrE3y|Wu&wd)zWw(k1HXnB;f>of8_V{kFffWHWlCw6)ioaxz8d+94X4CAntm%01IEGfzTo)b`>H z;#s4jL=!yRn^+J+Kvb1$<>7pW4t;%L@=8xsz=M%Zt7$SljmreS3aMSR(8tPSW)=w( z%SY0kM73G4H{qOTt)Zd}D~O6J58+S=LLs@BOHd*foF3_6Oq8BEnQQr2qI~VHR9PI! zU^IQ?;sz4&Gz9nu$u$DohXv!lnJZH_&bd&qz;H zQJP8RhkvD{3REmeEg*O>F@bd7~4anTbE{w{8@3gwCvXAGa zeI3~D#j~iSf~VVxw$`|3Hbx_!1Q)(C?O9KM{>WS_#z)ONlTk{n`RNvvzE&%2P$Y{s zCZ_b3(U8PQLDUC8xSW(@S9Ad*vu5Sm!h2la&aFK~JfVxYDvj&1uM{sY5oVSmWg_81 zNOb~`$>dqj!aKfrNmSl{g&~Or=YRxea{x(E|i6l+Z5=caQv*oTcbg^F_vOS5E-Q+PpqB|)~Z z$tjdfBoGEM7jv09?Zich%1Bg2DlZ8_3TKZbNCR_lCB>>#oWNPNlE7eqI2F#4C5(tn zBuO4CfC7WjqCQek6oOJtmV~x()=-w*s{)w0KAxml2Xu-Nssb8xNv0E2kgT(CW;L!} zxh10TTyiCivOvPX3__tI54{0QD|i(@PzB6R#Zh+>2sOY6VjzZNJ&7K|ilkNI+)4Y0 zc&3z`N$k-;s1ijH9Yy0K|By;x2C`OWr6i_FF@%CYDA>ichzlYfjlF3@-9~ojvynIL zC%O{Syf_y!i%Uhh?7BwASdgLZxz#MLqU>vQz2&L6h*s*1Cg-7@*602%CWm1pInup92zQST%Vm9r+ zC}|@xbV;=tCwU4QLy~@3K`17B*Wz~W98XU(-ioV4h{ytxE6-zG|0Fe9j05>-R}<@N zY|r=Loi#}_r7}Fm(W^Sqj$UHpL6Td*dI>J&g~>F?JcH2;-jNk z`GHGHVWM4K_mvvdA}D-`Q_$%&8aqQ=uCcJ{R6LEJ+BJeb2x(60%9ATt?QUqMFJYe| zx13LT`=R$(uX_=ttWY4Le8~v9VzlbRh?BDYb|8! zvKLY1&iotXDYjBp;Qa!92%8vt|GMTfE&=l=MomW%>#< zLvQ%4|M}Cmd&+oTiPxm%525J$=d28JFV0Ywrdp^BSFSGKB3>=G#y>b4=n7iT{gb%% z=fim}e? z9R+105>%*lNB{tU07*naR0m@6I*4bJ)b;1ocjhkHQEwIZA^^M(E;ed5h4O<_dg4~} ztN!2WZFA6C;1dh7WQ)&7{9@acHXV$kF+b~N;8Wkv3uR1Kam{E3MqQ3lZ}iY=h)!A6 zc^OvbJ7TYkR6{JFpqykSoru5ya}ay+h@2#uq}jsi(PMibaOMnqgxhvoOime;sf4KD z6`UfFePptVh>0=^Rm2PCm2_rtpcNUUfvupGMTSVHwc0vbo>__1eYI&q)KhyvC(_qS zIL%5I=9V>)M$(%oYM^vnr={|;I)fl=5)EEUo_8WG;);#Zy6&DWW}dH4q8H9jx?af> z=}Zsyd*gpNu!2|iRRcoXW}h7|(eg+=u(Lfk{lWAMmGN5rETU2*aY2)5CHtzeyFPmI z@J_rmu>$kFzud%a6Y3JY4vLJV;7+z3Ay>MzwiExDM`)6!v{U9MKC70WlC0r8v$%@r z(LRA6jlS)5Qk2dY_fL^8qW_X*mPF-9SAJ3y(tr7MlmrPW6LRob*W`U^->qV%gFsT! z8F?PGo;E&Zo0@;6xx4C$i{gB~9Q%)%MI|a-tH2=4g>yDS#()beh@z;kyp4FB6;2-M zBu*A2M~MylR?pQ+D0n5OiSE5{#yH6D&h3QkPEXYhmAkOphhF~hMmJkS(uw_$O-xycM9#ImJHAqA47|LLlDKgB?z1kSWuGqsO zLmhkPU>gu3A~xc;#)wf>aecx+UR7tV`E)H;*DmCqcFXtU_7r0jxaG$JD?ON2Ry3zUMY27pP?atORFT~9&$Gx@d5{&a0yxI0bNW>53>3O8Irk|3^J&GWO zoJ*9IDskHK-T%pXcmA(cD8ClB)cYGt@_&9OR+(nm&^aO)27kS}6B z-v^E&*!F<{39|(qxgwFw!rh|8D<`<^HsDRC@F@Warjj=6s6i|Owu(7361;6N5l~iT z8tSU0U~MR_BO+BDG00i+;?x(JZX4yJJcL3bfGn!Y8977kqPka(c}Apn4V532pH^lq zuoW@cp1eD4gXBtYfyW5%0%9)+s3%M5EdASrlM$6uT$9d=rwDOIN@NBI0#+pF-|7sj zswh*aGM%CRvotPD2blL*RqkeHn`tTguocQDn=T$vL*k)x>-mL9S4CkYq4E;=;=RT? zCtM8;74^)O)X2wmj?(sE4)V{)Qu$#QA|hEm%L#(CWJzkJi1DEkP)@Eu4eus_MMx$W zO{yq|!Y;ZYzf_ zauBpc0L?N85*(>j#u!yTR-m@lRn^^tfu_}Xg(uS@1f$GLm}sR3Ywa@_AWuL=B!efh zZI*Rp784mOlCmfr41L!EbCcyYP}Lx(yF}}Z<=li&Tuji14Wn# z7D$q!lw%NOp(NRZMU17ZZoYoaELJg*jA|-O9J#hIPH1^xFwY=LGA4vx$){;a)tSz+ zL9dVDy3z`j1x9A9EUNV48JStaw6iM2QasZuX1P~Rz$qy~;RJ+~CNfkNM0Et@$4&Wy?Z^Y8uAOH2^hTa zI4P4%s%XIx#muD?s!^a^7>gsTkYF;i#@1U46K9GfN`}{3V#yp%GAc5IfV8d1_NhRS&X4VZD$=(%|~*xjm^<@Xd%tEQ^VSqAI3vQ99l4ITyP#BPE^I zlr<@H^^FXuh?=FWQkfJ*^#9c#|C#KMZvQ>xHy4^Sq3IJhQx_l|$&z7hXSKzuSEM_hc(!B6NM=`7Uer zXzyJr9Vk{U>X8$aq^tk9+xyah?AKjnKTkuA+hxmF-L|!+=VhEP!hL&*ZTq~Q3>CFT zDuDrV5faVZE^6yZ&zQ&cevFEB-ENwCjP&5S%EQ#QO9$~xhODk0ISjVxNuOTNG3~N z72B2esh5a2Wu3}9yC&^LP@$)e`*WQqi!?>!J1V~Xm~qP8q^{TV=3{>M7$IEWpOT-+ zK0C|M17zxJs|C^Gv1DfPs9NMq#>~;T?YMvX^|-$_Z~pbK{`lO--nPe@k&a*i7tf@L z7P2)wQK=kKQNG9_$Zf7EUx}oMMNQZ;k)t9azT^nc$XhJR83>B<64FQT3aSw0GDXMS z(yyod&%PDm75;Z6pHjcO{P6hx*82;t7id3Kya}yXYx-IZT3Xa0rNV5gndcnRTP+gL z^tCc!OloOV`5w8FHTg9cgf7I4It}eEFROo1Nt(aq@#ECXal35ij#_1vE0l^g(HtlV zotZjesG}h$D93TVZHGBdiwEU%-VwxlFC(FQ!`qnRhHMW>GRUts_oaOc}TmwnO%=8&_S_T8ja zefF}WjzRzZ;;%~Gnw^;=as|{%FXDIBQClrMJ#%yFv@Y#_t-M!GikV)N%qlE~Vmb;H zNwWk2jRjq?<(fgI-*WrTdf~VtJ~hUqZ$c--0;b93o;V9|0v)Z!nv==JsRwUBP_gZe z*Q5wJXBTPGA}S8hb@bdkTaB7Zabffwz3cY{0z=?ek=^5dysu+?s{RiFMcr#28EKA7 zt5?kfBm%GW8f(nS_KE1II5H7=jc6y$q$z$xQ7%>8n54m(kBEn$1^JYoEF!`g z$UDtw7y0(fGeEcAh$)Xdu*{xl6Csg%Jxjusdd)55PtjgPZLSCK5G&|L`Z?vx>5nrW zRYAOHIg*Po*Mr+Nu+~~7ZEI<*Rd|dwY7MSY0YP=nK+RCVl_-M}LfKdoLg@4%(IFBR z?oH*w4)Ujv(|SgfBnt%06^J4Pq7f?@JJ;#q5k%NPT#~}9NUDf2M@DO$0HY!bse+x@ zlnZ`T`t+NiDn`r%t;DUc!7ijkLSoDnKy^hDF@r#Dx~`#-a97FICXv{dz6=Nx? zGYf+nu|fpPGgz3}B6E306J@Ms!WEfBv;qiur)uyE2}!%B9&WY<%c|bnYK%Nh$Y%Jc z8mqm2jnwp&OVcaXyNDTA-x$TI>~7@@7J@-+zCEPUQnhL&0$91ibF)YvE4&niqADit z1cy1QIDv#!7C1{$K}^KGppaHciHahDwd9~6cCtlmfvVvXDQjcqasXfy3E`y`X02jL zqKTp!LKKo~ ztu6UX=E{shG6^a@iP@s)6cZDHIEXzn3QF3DRdQa&ipokPoYKK9Su>@ci-?k$imECJ zgVRw(i=?zIsYyO6q)3N|5jR#PrH`2yf%MD_1~IWp0V^Fbg;-T64Mas;L0pUKgQ$}1 zlBlT=7I0ya=b@!HFB5#v(z zWwA{iPVZ7dc$GNBle0J`YZL8lMR%&=N}?)C{4G2$f@XtCsk#7E({d?21NWJJ+xpXA zS2b0Cm4!xQy{x>C0VZZ)5<(?cXq1rV;eiz&u#{3GgMz-kuah{*Dywo#a#0e6c3Gla zMA;Z^7A-Q3avRnZ5vnAWi@iDm<Bec>AoD7oshu^-}l+|~$PuG}z z{_cix{X_m{)bGk>^>;#_lOF6NpEuG>q6}71Zai^*L4me)vtb;qxd@ z;RtuH6-I2} z5y`zZQ_9k+rV@lB)`M88E;BfAZ~D~karFDzOZki>;;PF)OC>D|{}TUW+|*ZPSTy*Ts1tZ9y=e#*Zogi-!k9Hh3oIcHZn=BO+Ke=D@SsYl3EE5D%hcP zgj)D{LUyyo=b+@8GDGL<>-y>IvV;G6wtIbQTf}!QPklZ5_1I3SxSn@Ce|=o8iT5T| zY)L?7d1j^^Y)$qv-`jKQT8+GuS9q>zmQAz>=NQS$w!D4*`Tp>5t|gfpS5t9sF+X>bO`kcBnD%DpRGEhA zd~Omaj~QB2uX|1B)2(Wg8e?Q+PZ@EbW>ea?PijBq$sTXH9y|T=q1X{*yDCk3FA`TG8AO{L!#@vV&5h0WE6V(HFDjnbwIy^j=M^d6l z*b@Yp2vIZ^PPY5ZV@P0dt(p+tNo!Gwi?0HCw#sGuY8`x@k`R#O2{3{SoC4jq@g7*w zy6(K!81PaF+FGJ~tx||cA(4?j_kNQEJCSj*un?M2w;Woz*tmeP=IeI3^!@pMkBGe) zBSGO)!ci(jaqrH#rcY9m%jCXNbTB^sxNBWi$yc=*az;BEO6szyz7vwhOZv+Eorqig zG{$ehhd)*mM8v}EocaE^+O}~&)_7LLZf z4=?r75kSaUeNlZF$CtVdt%_VI$v^^G?1f}zG4YRavnO_sR~_<@zohiCR_UIn0@Vz? zcSkIDclvN{W|ap;YLt2CT3neKgft-)DJ=T1U?M?Tg`iqgK}Z5+=3JSC$SNuVcrQdj zK@7^Q`cN^ayKLGTK#?9`VrHtUL=sA*L<^kYDnzDcFCn2M?nUC{i{_NIaS^9fP!(5E z7Dz|{+KCyWRS8fPfdpimw#V{-lk%ltMWYDPG*auxh>Rv!l@m49YdU|BNUNx-5LrwW zS#1w^r8Qg#Mj0SNw$1P4A;l)C(JYBB-h?cm)cH%3^Yr z0En5j5bm>}!3iEKo<5$)DT2ma7^|qfMo5!biexyEi3-U?WG=WzV{Rlwf^5?(QBt;RA)LI8nzwoF#IO0>GoNRi-TEK6|JN01!r1Pk!t zOv#E&_Kb3`m}t(VluEe^R&b`zTI$gXfd-UkWG)2qA$*m7iKgY-T9D|88}g1S1DFbk zibyzol*ydUtFK{|>bcq!bfOTRmFh*QS#?YGBp_TOfC}Pi z61{;RRg1|sfe~p;h?d&Y`3$Hw#>j%@lPukc1kcx9AQA)WY zG)!tAvA7{tX39qhS~QiNWzEB)nle#6X$_Vk7DUR_B55o~oopd=U386Fk9Ti9Y)euu zP(^8i>z!Squ5TV2;zDO*dW-#@&ZKDq-NhoJ22q8Q+%KP`|8V+U^v3adAA9ph<&VTq zTp%Y_sSHH1Bx)63Q@u3Fs>-99Q!SGVU#UWa0TFD9E|^+{`ZL)#k$)3dc( zU0P$B&D0t>oK8{ni`he&5g+KzQWgQ=k*CVVNH}>$`r*_k{rxU@8SAMXZ&cTHl5SWxlL3=B9K@*O9Tk0MHNssv5+}TLWPgM&xHq|MXxWublPK1TRiq6{nS^Lm z$!iHGivE!zw?$(!Cb`UX=7%r^UdIW!Q+_huaQ&6UivF(pTPYC9S?sZVLfJc} zMay0(2={;!Pi|$t^tAf4NQC^tou!&AmOT7ukWLrf+5w-qy8qC1aO~f=ZJ3SSVpB=o z4*v9RFM9d?1w45=V$*6HXkmDc$20E!w^*yjN)%h?{k7fy7ZQo|T9HdC04TxKQHyg@IRGIxV>ZDmL5E(YH70?cs6vyN zpUHcbLYLJcS|Bi$x4##8I@ZK@)TA867va}G{qn8xM6mn0UC4VoS`M3>%QjK-YKQ`xwD8xVyeA0SiM1*&J6HB#j%2a&8!7WuCOOwl;*G#T|3&2Xo_Q zcRVi*%&lKNI$_%^!B6g5hjwS7su=xwXfx=G!1ufc!P%UQ=cbCI$d2}L<&G1XPibAO1DJuWtiC1m#vuUDoM z%PCOF0djDX0#i{vV=W&fNaHNcd8uEW_LV;yCC59}L+TI6uS4F7Op2s}E4Y}TT-)wg z;K7;VUq?eeh_g;~n(S@)5){2hDTR(qNxe!9z(Jpo3d$9BM588D3Sg9g6k2u_k z=p6If$iR(45Y9r-1uWA9h5R*&G5_R{8Gn&@YJBN715B2%eoD>Cm5_x*fvZbeC1hnp zWHjEDrB>1!^nAL!thMn{rKZ_4gB%r6P7G+XCOYR-;*GgNr_V?Zid4TW5Gr%Rc5V>j zOH)Vj@vJIhF=^mfnF%eB%9RElN6ihzx@N%Lul&r_2Zx10O>`bln2e_gvAXUVqAWbTuf@WoQVPk1zcb`KTdykfh zSl=mvm58OY8E4jrHOukWkXC+?9VJvOs-+BM@EAE4%@FFuTak(OHGY?>rep*ODykGk z-_g2=kxQb&_Ep=QlBt7saAIC1SDm`l4-8xaaJr*Dt9T73d-;bm4Y;JmC`~bA+<{Aqq2GXc8(e@b65W4 zqAQ;uZZaIu;Bc-~^1?(7OIp;avI_V(-zIZNMlEg*BPi#E&;%4s=QvloJsV!HJS+36T2H zSCooc^MI!?$8$ZUH4+t(kJJ_c6jiH=f_MtDl1L!ExwM1ErGH?VBojz-6lRVePdEw< z)|eNbPRnt9<}P%mNHneh1!+nLCm6AzYA{m3MKJZ$(yQFxC<7WL?(o0;1#k;|T9NG3 z8aK&WhekA_;8#*gE>NKYo~4p3L`i}W3QtM&A_hED#tGGujX%C2ByweC%{IWHfH1pn zvjXK77M7^2B^eef4$oDzz{0`VEE&#hy<9ENcL?*8^x=TmR|EY87I4Isw*$U;sVgqZ5Abs zBvy-JS#?S2*qr7gBlNp6TYD3EE|=g(^vU!oB{GZFk|+SqQQds&!3Uqm<@{aS=C(a~ zNyJv)hd`oY_E)fZ(y( z=}_%3mXusVXEPRK29*3F@u(N!UxR;CUXnV=Tg6*FQ5Q35tzU~Qe9lZ_6h)^?#gp-9 zRHYYUDp6`%iB+YnL&l7h^bUOyZ1}@w_dTE6Bc&dvzP~4}Z=YZ_=OTz}Nz9>5QulkF zpC2b-F)^Vtnb@Utt{hLfJYSEc6L0V15L{lh*X#Ywbk%5hbkcX$2i3d4C8p;M?nyyf zKyl0p2e3AGs!M3vr+as+>_-lXDal&gsM$s$Av6UcI@knXi2j1QQ(P*u+LQCk^6z%? zZLS(g+`J3vw$!S=bOZt5dvY`sV>=`A)J+zmFY7+dO@@$4T(3N+giQ&tG6n# zDCeb+X}hb<(n7V0N;g{aGx1a@h9$4i?=NpD1%*0ADbzqfF8BG(4wtoY)RZ4f z-%6D_uevx*tFSB|DXAp;1MOOe2ml*aOt5^?dkV&GDZ5RPar`~WP`L%-@lo4P`BEPgpHZJQ9Y+y8GB+p7M^ifH#csGR0(J}le{)=RGB?<rdtK&I;ALSEre^^i?+D8^U3l!75;}{PUMa(9P>eI? zy%Dv@)|5ttSGcm8Zsn_d4PRwP(`yBYQ+QMcL(H1JUbCod^Vy^fEj*%pi2QtAckHL< z+J7{y*Jo=w&wFUGbh|XsaEv<6OqS|zzxnxBou7=2sDw_bGwH#y8{1e8RMkpaBCgs% zpM8AKdK#68wA6IY(Ky)|Ya=L&Ir$OX*7Yj4Kh1H*T;eQLsNh=GxRQ)OzWg{qTY1!q z@KfbNje`}41Pe(j2U^MJ%&lfoEQ;ik;!X3G?Ua&UCGb>RBA(>9ZS&}it&&9+(IIkJ zpW6BT_edXjkTB^}^5_Tk`8Z#R;x%{&?%9Iqx>Ceo$9u&$vy6HqE5ki_`4>O8Zc8$NgKCPWfyq(8h-YuP!XwXM zg(7Q8&n+yY*p#}ZEkeQN=`i{qBZ^w~mzNRu=Xu}uEps5uI1Ns*P?BkrvU)dimIJw! zY)Nt^xN5WQHNI!o>`JIuj#Z2%NpJV(rXq0EVq!5VCMs5#tf=#>`P*V$w09e=k270l za1{Z>MMcQU2w_x^PUhGyRKjf#w9W>JTxXPa4K1lssXUkY5hxZT$wl&UNoMIE!X1c! zE;UP&wj4f=x==!^ZPT3?P1u%NMl?bqIFs46W)(-UCvPuxhR2huELdr7!zC8YRC*x- z#hpBmM5NAR%$X2|j#X4hQYZ)LO|%KfQ$X-cPv}R3b@&>TP`we`T6IK`@lB#)&h;#m zb&hMi-~z*-YSJ^%$lH;WC|n-sH&8Nf()S0fKz9psLW)AN)4Y*D#Xl;H7Zk7 z2uS#jYsJ8Hwk?HSC==ZCLNRmZsEyQ8e5DhS?IjeE$pW@Y=`c+ZN{eriD+*3lrIA9} zJ4|_16jvIT$7$>&wD{4^>j(SoM359QS5SK4IkZL7(wMqPMiC)X(r!@_R0L;ACITz5 z3W`wt5iBj{Qj}5A$rVhLq*=&BAv4TX`GH<~lk~$qQ``$6DlUYqmuz zGm+2@VOi|N=!O*p1_f6!6=zXqee4KCh49?9#5{8@sc6DYAt`*#-^p*r)a4o%~ zj@la}g8>6fDg+&3y~Z;~$z)4Qq*gGza}Mmw@YpH}OCo333ZVKjZ9PRKv4Kr%7C&in zf9UL1hjNzZDkM+RT{$v>BeW>8BB@GN~H-gg*ah`@4Aax6OYcZN1P-%!Pxp zb+OKk9_O3VY3(GtNZx81(OvjX_K$&CTaWbjb*$jeB@qHs)T*MtMLq~wG&BEL;5n%x zj6i1ARkv8UoPILqRjYGL=nM{@!1cmu@)V7wlEH}$B^>JOG<)b*j^6L@$lso{?w@As z`&f&LE^I<5K}LY-#gAIsiN7Z`>J&0p+-6<&`mL%Q1?Ch%(X^rj$9DxlWw~^W{fOd? z3xDm*bts)IO)My(K9xsUBAN0FgvFj^$8TID7&EUx1PYvl1F@xe&cdO}%-gC; zh4iiEPV1eH!)8%MWWduC<^K@NPM5Qe{`|fjD_=i7KmT<3_J7YzPR^1zRW4WTI@g1q zzcDQ#{g8L6>@Gm)zw=g?v-lmqujD_`?Q_>3`)|LEewX^+wYJ9ZLT5QK73(wWwLnC{ zIhl&nQ7LS(sjnr|PHT@=Ki%hb`j5|8H6*H$uqlZyLI_8b1Gd*^qhFapaUmQgQF8f# z-}XVrTuF{Uw?=*s`ui8L4+-n#%%4m z(d9~CNS|T9tX8!(>p!nL7L^rfC87|*d?O>L-=8^-1z*Rqj|>$>V2jlj#d{sNV-LRY zbKmbGi@$!h{c;YTzpv-9E?+_~di(PRh)X(_+X-0-rM>G<-(K?bFTc&3`%CwxdW@I< zSo4*4<9qm+PLE@sd6hm_oo~-0wvBhVy<*;+bioAuHgsf<3-m$ZrfL)--G@Y`n+%LBU_k8B_M!< zBuQ+psgCn<(Z1g#V&U?5*zJ0#l%T_{P~607c#w(0uS56_2wlq{n{w>Ft}(S!rAEo3+ZePWO?v z9rcIXVb=59-yZe;tXGWNmn-+N0#4~jsgU(-EyFfrK z6Yjp&k`2=2^2@KZ7IL+=CxJfdn!NnnbN>c;60Y!#{92VMf0^_DC3I!^*g-O*QEoI< z*_WmF>{?obXANz~i)UR%cFz7H-AE(fmJgwj_S(v{Vg(izL4*iE%+J{t*;_(#-m0$L zx^M4{FL16HnS(!yGo^@jw2_Ot$0ei44%55pf_9oPHD&36^!%w@^bDir4 zOQoJt!&dEw{ralPU$?#||FDJ%y&q&UIx_Of7*1n03$bUJX#V7tUL*{bj~j0=C3Ef* zqR3_}n>lG3H46RRo}@)YCRnT7Tdddde7WrZlQ5+Y@;g%rkyN7+7mgZW2T_pS=h5rE z_vqu>F$sDrs^!6Y1NGy0S@ExPHQhdMFZ;Y7tHwn}-y{cd180=43JxhR3T;0%Ea*uJ zBVzUHKoHZ{r=ReXvZU1lIXZPC`8H;g-Y8~1vnshQU{}@Cb9hvxM~w55lc)$$l#v=G!VPS|bNT@~ ziD)gAw5`mYlGGKn^;lAiN|Zd6^dSJmn>f>wrzcP=W(2a*to&Gu;zNQ zY3r9*^EjVfkzO7(qe9f#l=p~?>5M;`or=M0##uN_U-!-u@*Hzmi)MfUlD_5P;}7Aj z`kK1po3$&^&wv;II?oI*wI&K8Dxr@{(%59pg%GG&Z^c&UJ?9YnOr;rfCe|WyQc@LS z)5;z65_0{hqAoAWs%upyF_=J`F0M1u^ZZI&$d4E159*uK=4wRElQZBH!Cq~mCiQcx zOL-AvQ!|!TI9DY5`#e8gZkw9dgoi0N)lu=IripfG8CbJW#I31q8IvTC%vG_bHYu)i z&QLXGW(Ji|2}cn!OY`*e^jXCUw1onP3Q91Z2OKZ^t&5Hrb0tG$yVmp~Ez(K?brmZ~ zng3F7mj>>HM%Wr_6PElvsuZO_rV~SCIfQ2sBe;SR6vkA^E8KAvWhHqBfqH9fSvvsWRLe&9DZTY2Qa@)iziNRflqDGA&)6{CjLzHBBKqJ_n-ReLAmL= zGIrvV_}Ailc3bnp=v2s9o^e2@ZMAjA)5i_R=T1BIG4vj^oBi1y|JLfMv3(l-Qy1RHp}w5#MB|yC9ePd%0bCiJOLUU>LLSF! z+qR}GkD~95V<%a_56UY=ueFYH29$q89&|cBk9pEuF`Yu3*|3Sf9k+RgQ|Pv{C?T~*~-VZeSN}T&sET^2nIN-Xxpsb${;das4{zrf0jZ)#@$k-#@+o`Q6awdG$Fj zkP$EMlH1Ghe_r^zs;@HYvL3gJjjzH#5r5~Im|jG_-H!eCuKR=f6@S_GbF;_pk56N~ zjL;-eQ>y>ydVgu1pWXi_$?w_UNY>lWyVW7`K5vh`=cfnT`vv_UYMUOKkL~JzqUWdQ z+WqzGTW?>!|8l$6OKxPS`gW;<_4d1d>fgWiY`~H2t@cBBHK%KJrGUM7Smgc{%BF21iU#`FPW}@3(rtem?onM}9u7%^N;Fp07XF&Dl=U5mW25^+ojdt}??e zGSOqpmW4aNin5 z+x&5<|JAqS`uAP`$?jiY#=qGz$ZO~=7e8x$f35Lz+ujFdZBIi{|0xHKd%bwR{_CH7 zAG&|bl$US+{15-~=i3i|`}Fwsr(f>B68&tnZg6KJPOAxqtu5?Qs{}u&&$qaf#n`y)o%U(0sKuuU%9t zIB`*$moL~baPHE~Ufwl8lU-U}t01?x*LmJ1 zZ}!{2|KZr%Ay^!$=qvd5!uL(}#;=c04}B+^^!Osr7s0*u zH|zfCU%v+Q!b=erc1e8!USn+X_#dTdiS5G?`B=C6+|CECv*f4X>!gtdqc0n#`hPY1 z{xpxv)gQ?tZr4xDFa5X-`3$U!4vmqii?_EmC+63;|8~fa`(-Qo`gygVkNbbMX0qGjkyMXB+zG^SE7pwd*O(>bUW}b$LghKk?aR$Ub=YO`@&xXZNLZczf1%u*_0AFI$S% zd1ie>5m6IjASi;?DdXEeeyh{*ZNL3^`8>8;yY}5qn!jA`Z85nS!)~WupRmf<{cit6 z97%WKk_`4An!n)qcl6c$^ulr3vp{c;H2U#}tGEC3xbz22qx0qmjz?9D!u|5Pub^9I zTb#Z}s*_`%yI=N~La#aciXwd`Jl^^7+_vbps;zT7p7(7#eY_zVUw?Tndpw(LyzOl~ z;Lo?$?JdvGQ8(YO_sj9E{WxE?<97KEJYVDWIXuVMa$GlvtYh9~m*3m|`RmKJ_a8r2 z_#bZkzteAh|Iu>)m0L^g(*?P@q=9|eV!CuDamSOkj9#buX?0+Uh~x^%MY(UE&(nrq z-|Nf4J-f}2@NLr<#)^3Uk1gf;f5J5CX?P8P=Dc6%A9wyQEl*6GY3q8a+YYK2@%ZEC zFITQ#|HuCP@p-=n>;Rn%$L3^g8*^hv1)wG`yF60dw)!M_^N{GPu$~&O<%{RKjyAt&^6BHA6T773aonZiu3t!!WgYNS8|2yt_ix9e zJt3lYl`@U$A1J?}oAbmRm&bj7A6Jw8A4snw-u)$+GgBXayKg_u&sV?xaQ)ZIx25GO zwh6s4SR*J+P?@$KO)+4juscwQs+s1yHr z@f~fZ{xtCiZx`^4`QwHb^%yo5G5aQd$--04TmGFYrhkJxQ``}osjNZgr;pO{;ST*m z^7)*>#@M!&aq+p2!L!W1)c&V?eqP(ZJqHti(zY)eB?oKxoX^+Jrb=R|lw76B9K-{A zX>pS#jhAAbpl`K3^ZBXKO>imfE*EDjuq6&CKy-sWX2oJ!ufAViub}#soWC5r9xtEX z_jb|`*B`t+2c3QX^K^-ZsYh;M7h9=}E9={7kH`LA`*WA)J|B9XIM&bk^G?I(H&tg? zgbC~MJfHMW9+f&=?$xr0eCDNXSns`4Bhr6OC^RK(Pghh`9me8_@?gPEi+iE?;(A&DsnRT-5*7|ij} zrH-Ux0U2=t64?;y!6-0C0fo#slA@5R3>Gf-N)Xp z<%ACR97;?@2__~mEy5%WiXI-Tl2wx^atbCBB{AVr(KDiG6E>4F-N)_cLFZY6CM~~V zP%)dFE#7%O3BH;XJWa-H?8mY+pvZ~N*>h3&L_eALlA>xX3NH~3h%$uFjjafQM8qgA z??r8eCa8$QG6hszszs5(s{=%qjkp;U8EZz)X;jur1Wiae<(TG6h4S5z%e640kryR= z<&&ZUq)b%lJ{Z|KSlQl%i;BpjW>pymQ*O+Uy&J1CMIQM%Fge)HTFey}W)@^57Defr ze5|@IDi|#h>X8r^9-!lTOTr*s;zdrpvFt&Y`+mQW^GJHmLErLqN+7IS?VrmIzK@M;0hRh-Ib4J^r`+hzH?7lrdoy*D0~#mjkcJoyyzZNK&_ zkBXpNM5ViYnY00(Dd+`R!&*+DvOqHM4fH(q)Fr;!XMV>Uw{6j zi2hCk@j7gq@z?!9+PQH_E6^G63bqvXMt??BG)>P6U&;st&3^f_}VaN zt(uu4B&4lYCtuG`afwAgX7uDM?CN%&@&0w&-$g*`5&b#p99jIdyev5sj~-q_z8{|- zD}S6Z)_ecj+8bZA`2U!Xt&e2=G5&P$X=?(*HA{L+%jx{Ag?T4(4>|+P8g^mrhm$yP#JA9i{3mm4mZ zOMZ!C{DyxYpFrB^d1=QkphM@g-?2aY`dP*&V6Yvu6^V-7m@poryviks!BqsRAc1!J zE9FnW9-n^jS^ett^|$AnKJ#)xKC!~rJW*04+U~>;yDZ(J8Bs&ktnH31xc}iXwq->U ziJ;szs^NpZYuAvEM%f2C3_%pNtS1yB$X8ZURVs%Pu@?@}uKGe;1ge77h4k35b2rZt zKFdY`LGcQ&$n<^HmN0SJ*Yky*S2nM#VnZ>5jH?@(<}}Hdl%weV!*I)cSN=cq_?Hjq zL6&$_rYR%EMyv^UCaAJmkqlI@eooFsyc=(*An%z{C;9#hTAD^{q(v0Cjd&4P$^T1C zVsCKLxyS|ktzNJ6{(YTKq*G|qrn*5ySbyW}xjTPipSGq(dcE7@8|KgDAc$%+C6Y-r ztDaAKmB$0fCr2r_6>$3h@$@fSvMb4!CAQ?D3c$?V_v4&+=FO~;NwV1BU+~k}WS1Qd zvRHMQc{6WBoX6hV-OK=}ipXNaqxb>V1Jod*Yt8xA-F1)oPziTwf|`*!`f8q*q9vYG zWXXig(#o*LiBcd)kQqfOa)|*oF)0;_5VV?LJO!tL4pr3>JLuY^Ht#~I6KqMzDgm`Y zZNVcdB452@3(QkAz{*~-?r4*6;dKj6ISxoZ`^aVJJV7$Zb6Ppd+dshzs4O*K&?Tn}0(Fl4 zRERdn!p$<0kwAr46-1dRv7rqr1v=-5diLsD!@H_VDq|5@%tb3Glbn;@MAWVOmcp9I znMaXRtSf|BC~M~0R|l-Hv<2i@JS%PaAY0C`G=mudtx|#(27&04*lfNm6&})g?~^(n z`65QSnD|_JR$Vp%+x)t|pp9W}b{$aM5utDQd+=wn!tO+MB+iI#Lof3OH-E zvFdqQJHE#}A;laK^>KF3d6tqn9pbH<>&&bws5t6}SQxt&nF)$D=|1=B0ySx1f>}v} zin-LGB5FpF5D7v|!|khaL_|>wu3oU5j?{)KA+=y7YJ@gfI+sXMn5xi14VICTU`f5Q zEZG1m7NV*uO1b`=`b*+FQ1H*)zeow@-EwiZSslC0NQe_ISv9I)ek?_Wa2lya z(UxLWfyl;anPQ^NLTu_evvOHu@oLS;%&06$D!cVaj?93#`T_uQieR9d3N)!%>L@r$ zkZnA>v8k3?nTj=0^TOr%>~@(@6?ijBO_6d-yFzErT{tbK)B$@M2uknBj)S9w={}&G zsI!ZaRy2`HlORr!lzimusY+cbOqr+v1Ke1iz)TVCM5)lMe_Q|ZUVn?)*HFQ#=w`J3 z*v7uh6WyL_RW&u9FLTY^$4_9bLElfU6I#b&_qAW%-y-2vUIMOd1)iHUV ze$JcZD=@f5=}Yce1VpVG6yDLI6X+jSs4WEe%v{XfQdTE)?~C3}U5+&N%boo) zzOC~RHC(=8-88@Z^X(Z|uFKP8)OnS*c)yl;u5U66lTxBirD#fpU?x>WTrE_Spj0Ud zIo7JBT!sy9GFC$go;l60DrJDuRK$e~s@GYUN>LWdOqa#P621BMkS;qoEOdEpZapR6 zWx{!Cyr@oyswbL za)CDKSkG71w&cF>@5eG5ugi{Iznk1tgsM~ZD43VZ@IKr5$I7SH>>n@5IC^b8*JJ#H zU8dl4W9!x=%f>Np(x7!%&DP9Y)luheaon~YoH*<}W8%l5rf+FNRveqNTZY`;J9*F%=KROYvk>;k65s3RrBxYRkElxk;n3>;>a9g zXdipaBvpCi#CYoc-JjN6x8|Os@a{7!Pn1MH@1u2ZzUY}BD78S9NoYx>O_fQ;j+0i_ zM;sZuv^KBpsL1IVJkMhJOsSxz+r(U7WU@{Am?A8T*@=!zRpEQ_w&a%#Ql6rzxKhz{ zHD9zB3sa9^1*1TbhcP|(3=-Rf4j>dfRcCo-qbfyAX~|yN%k-a$EcNBZu8XWw zWt+$7zN-nuqj@c(t?#@5MnJj0TrlIKMlG^5HM4|4`<|isg3-Xc<$E(OOgnEiUbLu= z)@=0{dID!uMf2OZd+`2hx^^2T!uPFx!t>CXSxZ|1Irgc9v}GG;A_XOsshq_Cld>3! zjc}&0stG03Q$|uHjcotBj5E?RVQ?sZ4S;4DF4 zb6rg~vz7i^LZB3;&G2*fwEl?E-qI$SAI^&qOKC%!juQe^Q6oMCC9u?Xsd8WtYP6-q zCS;e!#{VS#p8X#Y?~yC{HS-0fK7aJ4O1Jc4S%{tB!LrEPIw0~0Gkfb=YG13j=Xe~W zPMV(9Yf2E6#^u>%%-)9Zm;=C~?bD1p_+K|w0c_S5^n+X3A_nzk*_!suvj!;wc$Ug| zleomaBW}_@d8_r)Uh_?f7)8>S#_oZdrqWDKCCqG5$uY*PQggLtqFLw2GDQlgaWtkj z8xtIeBSj3#f3_I%OMewPqMUUl?({A5<;gpA*Be_A*P@fD!k{AOexV)i^{1nJM^(GD%1##vJw$Y=oF}~U{f(OaWM>Nm{h1$ zBT0E?)j4TER*?p2trv36I2~;@niWUrAxd!rP{pDcQdM2gm{&V*R~s3J*S8K`lv&?8 zrO}Grb7iRHX^FX50&s{5wXr11l6B!-KjfS&Q3AchtCTM-D~M=WAdfmuE!!lIcUM)L z$x$R^QPa%o=XG&cFtkRpFu|j7f9B;}yLZ@gN{q3Vw7QW{&^|i)8MGk=dct7hFwGBYw06_BIpzptwiLH28D*fm*b1x3oLZq0 zJ;D#V$uYg!oHJb7rE_VMMP8RVG^1u_QWWJ{!bo0`Q=(Xqrs!*StuDE<&ZbKWqdp3z z$`T0ld~=-)9K~wsExe`3o^v5*G7=0#SPCMH%K;dJnP=7*?rz#mO&?TMHctZrKGOwK zauTbFxlam1=3`TZjZ_(7% znr~Af67;3XqC~RkJdIdVu!O02Q>16c$e1OmntUas1D>1-qC&hk7kdhT1ac}VaLJN*HoTZGEX+9~r)yJd z3iZL75wj?Qpu^OR-o$5N6oje;76rbji^V&IFq(;rmKXx_p2((5pb8=Y9#Q-@5FMJ-BJU3pb>YNiz8lt?S&oPHi9ddMo$ zD2fb~L}i*=iN+8rG*TVWHKplY3NZQb2vIz(;I^HhR0_>CU2|j>AT}CRVVoa|A3-yg z)eNr55>VZA>*b!usF-HgY8oz_a|Sio%0ykgWzDJ*p#Xr93c-rcV30eJlzZWOs#=Fx zYgD6XwLxKsOL?JYh$T^(Nn})#^uDsIDv*gYDhCuU)2)zCP%24$H1+$L5+VWus48Vv zDN02ROqD@;z`Cym!cN6-j-xc|pf!Hb+^UkZBp$~@6f66hx#;k9meq)ygiefg$$rs? zTWJ}Wk_i`aAln=&BNlnSw8y2dzYMryL^5h>kp%{`WQj6C6Ke*se0ZkU8QWE@MfF65 zgh>bzaWpo?6i_9FWc6k*@OI4i7HQs?Xgkgs6B9W!?hfhYGmx>L7H#R?dhsIKjDW;H z)y+Z>YM)?I8mJRSfxrmk!RI;eI;YDGmp}H`m*w$~&cF8@q!1!ugk{%A9VwRzXq1nt zatYU(@Ge$MpLiqaG!rgW>xPE~%$HAPi*xinF)`GZDhSVXH`WK3m)WNxZZSEhSXm2ekJa5AD?}hv zp=rP^c*?`fytHOvl-tx4cX_)2PwLXR`f0hoUSKtBzUgCo(`A29zm?&>{VenH$GG3m zqm_&doDLMMV6%K2lU1U+_N8e$#+Y$bzQ3=tTu(?;#4%o~t*6>kc6~1EX6^%*Qs;T} zjN8)OzgmUN9rgFJbNWfWru@Yp)!Xi@SYLS>@}bX1u?3&!yvFE5meww!&%hq~FyBH> zYHE#c_oYO}k;LP)nYk)IpjT-tya}VeA9!`&mS)YO{LEHnwod=n@Uzr^=6;RyZ|D3+ zoX`1o@#QmG*UrosROVF8OULn+%{75C4KQ=+vWPm?!)Zu6P$8A6CSDub_4VTAiTV#tBChyj@GBXbJVEE?q}P+n!l{i+i9oc-Y=7;ZE28g&6nr# z-OtyaCHhS%9e>v7iszIwSVC!L&6`?ggZDmve|!1cZ^!#%mzS@za;;y#hD|Q#Nr;LO zIg{18cgvKokGG@MY?ubi*%Bt?)MtN1`(w3bXy*Ao0J&}_c;Sf>0U#m<({fZR+1o{P zdQB~gl?cLWnA~JZ{GPDLKUP%f;eg8JoMN^CP3lbb6GaHi?iq7rk7`nmsqvV{9){Qu zLPfdIg;|9WoHKA0ZGlV9E007Qb8^prEM{3eGR~ANg?Pb+=pXi9R`5)W=LkPV7SYu& z*E&ue!_T?tvQF=?^7D4i`J%EUy387?>8_?@D!MRg<{r!r+tjZ!+jxtMl?x11o(cnO zrkA$9Z|yi@xzGN$6TjB-GMB#~e%Aah-h9#Y&2Jmrbc&DC&)g*a7_&xY7XySix{mh)i-Xpcb4VShZmJ_)* zC1vK|a}F(CR@)XqW+oT4dwNxubWS4jd`gxt@#1pobfM)IBSfSx?U>a^cpQg=J=)51+NJRr55A-dWU$F@`Lj+veBuo!>;hw)V;VJy}!x>F>+(8G|-bgsYMe zYVZB}_Tz`iaWU~OStt{=#*%m*redN3AxjIw)S@r_9OtO&?!I<84>?DT*?zh#R6Dii ztYfALo6_B6qv;tTv$AN#u8nR{RpZQ@_F+t!iO6QINdyJzrIzL)9aNJ+NR?)mXjN5G z2&E3~k&Cl8AL%<-VxL97E_PV5YEUJ05vc2`JonF+tXUEO6%Z)OvhkB#GjnDD*p^j& z9TWR}Z11`q)uSqkov;FC21Vrmug|H1h=W~aQPrxXGOMgD0JDauM}7%!9lY-E!rZNz z>oW2XAsJC0LdUF%rlYm%`)QJuC`R)T9#LmEQ#Doq5IA93RBfh}T9l%ycoS_ViI1U$ zgG?cib)0XsURLXN;UlYvtgM_u#xCBjZH;HbI}5(!(uUzWL6c+%}fiG1dL)V zP)L+|s?SZcQo>p*NHNQku0f?h^I$|JSfW3hR&FB8LX{jd3+gKB)b(Qd9P<#S>t=27w2vOqBjo4BuXcT& z_IRGk*|asEW3S}m-6!@La6{X0TjqF(bPHNZhg!i-SlCk@-XJ38Jq0ndOj6h`t9YrT z7c422lT5OY(wJsmJ)tH|<2W%0w>qh!P1aNTtxHzyaYR<4k}N^0n^(nBDbNAH zxXPT7XXx2{QL~Xms=BHoX1tb;StF-wTc|?A(9HSUe3q$rv!);cvF2($kDWCuhY{wD z#W^wNTttMRR@Tmxo~1%h=~~GO(Ii0%V5(q~F+?I=A}JGIr*Kw9_&faK(n_nKh{kfM zzEP2=L{JcvDoIevCCjYb#G3L$;zc5+hyf0$)U&4FRz^~P7YI`1ixSO=J#boQ%mMJoH8Qb10yGzP)5WuqM1EDpjORZ??NkSy7~@huhRu+nHMFWhD%JaTR#;8PM}X|`IIX%lm!fnzFFtyzC+5@eXnOxc zT@GE-KNraTJ0nqs!&a&LP~+kg2vFBvLM+>iCxaqj>F7upWqpmnG+mSlr}~i z^;o_x-rIP@J0jHEC%wF<{@%`)R_w{DBP)&WJkV_ z5)lzI8Ju$@(AB(cV?Ge45T#c!@3@=Hr7d^7ZaJ=Kmu0PO%!PaTG5GpaG+|r!>z7)a zOSIRrnlBN+ZNzJpcEBc>fG zZJ-Ic*6B7jU7|1IUt+nppR(+7{%alo2wk(f|9F4gx}sAXReIM;*Lbze#S(|$flZQXJ`Gb0OdUXS6|MOFAXC9__egL%x&ei^Tb z-uiPt{nsBqwU?LA+wuA3{&*}$^?^Q8DB;T-+uX^sMYkC-M}+zc7pU+s7DY^?8Pp_+ zLyDq!==-4oT|G3OzwUzFD#gaIwR2HOwh8s^j*l7smtWs^|g72V{YCoB#-3t z>0wUp=|j^kE^AuHQOo0;+Yh%|)N`Dyd$A^a@gmnFYl=+9otUE@S%=LRVn_#9D@2^5 zifA3yZZYa+k>j$TvaHXSR<7%_-i9vjJZq+De{p{)357iHcVRQ)!)sAmGy(KdL7LNA zeS|$RWr}mQTeLoW4ewBC5{!n5y#G7R^HhO1S+!eQW#@B{WG@KCs0AY=MNwM`s6x>c zN=|ZA)a$gTrohovE&|5e8?onLs4B(U}Lc9=?2$Yyw#GqZAhy{@<0^8JS#M_ktF zlvR3&=>*3-j|O{bc3Tdev-?Hm!kXDi{E3*Ks&i+`FtffjsEl(z##F)-y)6zAh=`+^ zSbM$xCwaV=Kelz>i*NfB_02!u`6lWTl^}w>tEY?+Q*h2P8I6UashYcpMs9}Y)?Grz zW8EJ<=ZbtJ9iboB!UX|U)!page(DqUwfEI+&B=7=wa2ch5p{Pd7n5Sl3^I=+bjZ!M zsf3EP%*2T0NOw1rtej_7%a1~$KzKJ*tx=}l*Da`$VO1Bprs8p4Dq1|FYu5kXLZmREfWiuwOcx9DN8kux zxT#%*S4w~^Yh@RB^AGZCZ<2y2WB>vYmZ<7u{WR`*7xt~4n%O;QJ%@%8hnn1}2eP)-At|cfDDySds5B1VRS;mkORx4y0;egFL zL&p?3D5a5R9{^tIjw6w->R`wjalYAn>`Pmy-k`m!t+R?bIP}Cb4cc34-6vFaMx1jj z)fGqu1r$Ii6fMHND69fts;bViS@rPRwdMM1ON-b&pH5v;i&RjAq6CUk!Kx}@G0JCc zRXsR2=8KNry0A{=F+^rlk>;2xP~;Bt2tZksGSlW%Su_%nbyOWHVS-6W*iXBhS#?=P z1DZ7VExhj}DVJOY`h&78~j&W2I)q+q7r)<(> zLA3_&O1GpCX%eCkh)9P32+7be&^SvSlFC8_cp6;&K<>tCQQv=F&o9iD@wpBW*3|g0sf7U^Uh{i3|cZKOijeiT*}8lS{b>n)q%8$b|9yX zsvu8@LqIZN@D+ZT8&;?EoLQxT9C3d3OCK??mmHl5(WCV~7HN*N;h0u)Sw(smw%nDP zDG^RFz?@h#nx>wz8x>XmocjuvN)70wyTaB{bN{vUEjYCK>haJ3`WgyKG*k68tMeU3 z6GToHP0Wa9Rdag9LZOfmGC|o<-A@@+*$@j(IU1*L3FR8kgMOM1YbY>DcX$4j9uSO-OXrLw|2R?P1Sp7Rr_SyT6WGER@aY+ z26K-X01?I1=4@J0sS!eo=->&-<`M9X!0fU*z%qv+ceA_1~i6{{1IC z`)w^Po>nu8TB#p8uPE_%NtYa{q-pgwmr02KcC$zqfl1XYv*%)C*_NHCtjz3Nw{?++ zaGn*%0z0LRi`q}nfh85E`J+D?rXMEz20^>sKdp6Y*E|K5*0YwA6*YH^)KuvM)qqQD zi`B`;DOuZkY1>yj%g6n!sJ0H6GKsL)S2-u2Bbd)?XGf{Ekam0?mXQDE{O(*&|Cef0 z>f2kMV0Of2*|mY4BPt%f-H;|)qOcrVhn#ciR**h!ic4G)ivCs-Jh{tzol~kM&8;m^ zRbaU+^2;yBc4=P3o6wF(j|4^vrRWQX@%JFd`6zb=WqMIp0<>g@)?5_Yx0`4*U_*U7bYkf zBn5E0|MVvI(75>c!;(K8$M4{;w%@C@X%e0>&!~wKVkui~{^r}3!ghw7Gd3+M=6qQ5 z)_BegT3b`KIPyGb)Q{n#0Fe}w6{W6wAXUnANU1O~jgkfLrB*-{J|vu~CBk%-Zfa7T z|E$&Nn8;kW%Jc|HwS*K{Ir8wfmC6)Ps^yT}Ti%tUA79uaR3HF!G)|?>{G@hLb7mzq z%7Sa7K)RG73=oFsgt17focuunU=Ws7iI`}sYPp*nfG1wPU)%OW=Z{`bu`e^C08*xU zn6_mrSuYFu`*S~QsG8)OY#GRBIACH1&SRA*VN?Iw*S+rK&UEFgkySr(oOMR$76H}r z-ry!pq^v9!`Dj!n6*(fIAxT2Zx3wGI&iH%k*4L}5qO?SsnSR`AWa$K%oKtSMaXdAm zq$J9HaTQgI2sJe^VM?V}Y1TSt`m&FzOmpwvRGKPDVI5*ynv_Ikt9eemCDw6>m1wbK z3XLV>ah5de1X0?O08Gnb>^P54x`|j+o|9t+AVziQxl?pmY_V(%oWrVGcRlX~gKL8} zwJd{)N(A#`pI)jIB_k3@#dcZqcqpu|iz@caDxrBVdZvJc7Eo~_cEn@TZL$KQZUw1= zlqeVwa6(4n3}EIWNb<3j6DnHji)$-&=0y53L`!oB1{EK9YKXOe$h9@^i=&Q6R!rup zTFVdiO#&)Ng_xR__{niyDwFx~;ns>GLRCQSRd-+nDI%g?lIkj~wx`rlm1b=V63CK3 zn0Pa|j5CBqUlvX7f7BHC6H8tYgN7A}d)SDV3a!O6wbuVgL zwUxDSC7&bi30%}2y#vz2#&PQNun@YG;KTMRI3;6YTM(y+s?w}7Nmi8#8|4U!kwU4N zJO!j?dAT5)BqgCRFI5sSJIX6#5rsfCq==Y06)yl)LcBGYvnsQCYBiT;ed(;4=QCok znVLXDM8T{o$r322Ma+2?hdWkrXcO41B$fyFY>U5q>g!rRem#z35fM1IDdWkzJUQCU zuy&g>XEj?VW<<8K4d#KzF^eT?R*4bf6AjfQ#8i6s3CVG0xu&92eC?v5<316^vn)Oe z60MBEezMe$X{UXJQL*_A)0vA(R+SK@60?F8Q))kL-OPMyN`a7~WXVUW`{r8Iy-FBe zprV0_c|KX{YSpT05Fr{5@6~md2vid&h#Is(-FsKj8l^KErG;=refhJ&9HqH)4gg%5 z^#y<5RRjW66`{ebT*Ecq1O+2B6Q|TPNrP~E)|fift(DFbb2w!+)XR*JN>`XD8Om^t z;kaWItT(j;P+|+!YUwmD6Upo|ltH1m!J!jPlqAWtDLPE!;3fitNR`ehoHh@!j|>%F5JGGDpi)tvYcI>E&4p#F~e7Z$rz80>p9Masg6{Q*{3L`?(bu3TnrL~ zLPa3LWEH@YnI7diT!D0NTCO%LPMy-w0T~Il2EByK(8@CXNGC2ieSg&BDqmYYraXt8 z4Xkz>%O@M{@E<+IJ)pof*)iGyMg?NHFhd)()VH75`RqIhM0+@wFw~J>rx{IbnU_@q$h5Jk&Cq<-- z@Qg62^<`g-$K#mqRAE~J7k9hD`!O2AM=fQwqfYAL{^d57(&x^P0z6xllVAvwxtSD{ zWrR~uRf+m=)C)w(DpT#gvR%%yb-(-44UGywfEGz9u5(urW*7kwRGNu5IWLr$%gI@O zLiYx{r1dqww}20Hs-7gY@}zn zmM&_DiubjZGD`m&nfi9OsfwfN>Lzn5tYy5iAv-{7&%MJgEy-7RTdX@dp!sEfp z?UGw}>pGIBvG?@;)N{=9$wS6 zr7KDd>{bfR^nkP0^BIWQ6a7O-589g_h6ej!!!-4 zcxZR}`jiPR-E?Rx^N889j1XaZorOsP==Cl0w%c#jxF<24ZE^h1c^&5J&Ga04o;3pj zE9!QM)T7cRrw(AIRenPwd#GN^B(lk1C}*`jyqR$>~b zvKmsCTKYxChI6yHP$L6n?(Nq4Ci>qDq}WD`p-B9o+Sw{7Kch2&RCYx74iyc$WVUM+#6;@#Da9K zLSzmm1sAcUT2)D;D4nKSD(G4tmUxvA3}`|bg)Gcxc+x8$6l6|33WHt<*FlTh}185HUnQ6F?H6;YAHV$YMP9#t(R0@0 z@!~ECl#x}CbB>8hq7a2Nr+xq_a%4G4_opZl5gD`DwqBFD)3@d$bP__CHkD3}Ie2Mf zS^xSDzMtP-vk6D}+c`RNRku<(Y8t)Jo!05Rs+@9Wod?2tvxYn@57Ey-8HV94TvT<4 z21}2*s#z7rBmh)4j798R616)_w6wWHh36T_kX9;XT7pW=K$Y9(ZqQet!s-aFW*G&$g`5=~4|7h+?I3zJIw;7N51IvW%HU(3E84M4hck?>T2hq&3L0itYb)-BpeN?0EuLrZZ)}P+jzNUJ41eSnN7*_j8C`G5g%(abF-PV(U5Vm`zMm5L(AqC;)7DbW)Xt2y>|H{9W2+e)=K_O5CR++EqU970 zl_k9AD65Jh4Q5opF)Qla<>OXKyb}C~??Rr-gk1|_@XWE3{c@{z@%d|OJkGsnrdFJs zsBGBpA751sPQgr+!dr8e(z+TcQj?SqwbUlQXO0@uS_3L_h*axx3eg26XE75dT$Z)9 zMdnn|8j<_asxG!H5R(6X=2fi0z2wX)99$Z`Nu>zP%uE27n6hgqYQPV*W>UovoUEp> z+8&w6=>nnWiAN})+uHs#@*TM=#8sLUI87MqHtK*`w#Bj}Xd-1|vJNef8WS-jOIkq` z22)j7u?ks$_%xjnH+@<9`&+zFmqxACL68-?pkakLB=r z_fyAGs_RlXx5fUpV`~(b5DQ&HrE-0a|MtbJfu%J-W)Ydms&pY)KBiSrg{tDcb@A_d zq+~20sTs(0Q!m_Ro;yRBjkRv3eb#&)<3D-jfn#cRk*R*jO}O28zL>sjDPFNu2t$doickOS<49E#cUa7*@zkar zF@@=^{5pfAy2#Y&e$h-piW)S6XK||bDa-U4HEc?&JnxxHAD7p=dtOrZ`&HjcKi}CAQoH@@}95j~!o$rRD`OMxD2cHYxF89}e+n!BkwtT2k=F2mm z-}RS2;Y-vh2r_Gb`du&he8u)Qexm)B;HgXbpU-xl`fqpt$Dqz@m#sG$U#qQS?A-6S zLWFnO`leu;QL}tiuFG%v@BN$>KR^0kG~d?eec`f}`}GPkWg{5IusJMO7`UK#}3JNWqZ<fm)Ox$s;o=eu{77yzcV%YJ1>Ca9Qlr1^@Fe@qcTotHX=`6mcs2V}m_q zMor~)b1&C;-UfP2KS%meEEytgQH@KBY~Qy7by}#)F?@eh1N9=8pZCR|&1~ZG99taX z8I70qbDUmru>e{z&!jZDe!l+)zrPiK8`z^S$I{}~9EoOssfeAnGRjM*YAX7yI<+Lo3G9g*H@Ia!9 z%%l6VidY76{?==|H0XjT#$lYMla|kILmH7FmF2?47+!ZfshirSd}%qmM9W9ZXCSjX z7nOk;k&FhtdXpibD&4g$P=2^KE7cSqqq(F=g$h7|7y05~`!GfzCXPk&Me1!1wL$mF z_cP8qf8|~hKi%c;7n4<+04NxpN4)>?;~CHM>n$!_e}9O~`m$M>{c`5*umx(OLR*@q zjAMLzy#MKs|CfkwzXeT^9V|eiBW6?P2kJyGxDR+TD~Da~@OFlVFIrnQ60e zn+MNUBSqJ~iEux@Ep}YlV-`uMo#Z*k37}cT38cF%sup^Zf<2BZgetameUaB+*Y6QHM?6o+ zV(Vf;SzXSoDKbpv+GM$i>zpx;^Q(tSA@@r4-n`WWrp*`ow2%F)5GgfuRbe8gREY*O zRVtAL|Jgg7GZ`sFrK(DE5h*gyor@JX$kWSj4z_4mzf~ebU@Fo(lQ~!-iw$ zrB2&t1_X;2&&)%4n!7hi)<=-C&5sp0tBP}Aii~sVn9FGIZy9HZi1qfAb7IG|wSB;B zSV5d0Fe5RRzEsEux@hJ|Kou;pc{fJ^!Ya0=Dl%Dz;o7Zr-zca$h)`s6iClH*?e==$ zEynLljw{&AzQ5RH9rGl)sF}O!6tP#dW7a7VZHAUAQU~Y5KKLXmP^l>LBQh$e<|yT? zS;drI>@rn(OrTIAs=|^;EA_PrS5s?>kv{_EeF?V%gxxT+au1fuDKRzA1^#}nyQXPd zU3za6Qi4@ zM802`jb5_JqRW!sf9L1zy!p{=hT4zNJzu=-IeMytr7Yvnf{450nT94xb7%8F1}n$O z5n@ff2~h(%g<&TC{Zqays}D2Ak-1mqrH#IP{qaK;L%#USh=}o= zHrQ&mI%S*~d|s~aFLquh`q-`B`gXKG5B(RzKcLp_^`f6%>Un$qe}DS%+n>JI#N#%U z+dABC&n)-1+s))U<^6uE=j*QRA20LoU-tKFN^_fivnZR9O&%9HyIbitg!Z?6yZ*TT zWwbxGXzP(0E&1|?J&gZT-3(qUU+8^;qOw)zA5Qe}AdR+F8r;zP5jS!k@>p9!Fv|{Yl?eo$I_@ z9&RRAMt7A5@Y%^zRXQ;2Q<~! z<)vZERLVu$-)Bz%=I}U z_wQ>Q3+-`U?`ih;;;g+Vb^6y>uDt$@@vANj){~0$N)_41>zI?b&p)pI+8YV{PYr*8aWC z$HZ-Ed-UgH=~!O-Y&dTvf4QvxTPJ;(a6S8aEIoZOU;mf?^x8CE@9)<^E{1 z#xmZ1dg}M!+ou=3=;iJC@>p{H^WQEnfBp7r#*e;yw*9~0?TgC8^VcsYzTf^2@?bpU zv`^Ch>f`g-^tV6CT#kSFZCvI0O}y>rHQy0`|8l(jhClpauyH)EhvEI_`!lP4`RS8d zm-G91Jk(!rM_qsU@5aaXPqyug{g|&m-d~=-bj`WGKJv1pJ@fB~*`KrD$ND(8%tgzE z-~8uG`@BxQJnELJkh$2rcrNB&EiUI157T*#vj%s4ea)FED!y$u@7sWmX1mMLx{Yk# zP39lOyUl-WkEgw_vqk!R)SUC$w(E22zsaX@YwKdLGk^QH_UrdA$fjmfU)XQQpW>F! zb_kYDE91Y{-241FUw@tU6rPRcGdV}e&h?P<_a8DIRbUwIKEB!hd)A@x81qke{o~`t zyP>Ur<~y#OGvE8!+5Y->W~mfLxLmfUeHbN+$bHJ0}~ zzt0|&&Zk_?d7HzJ$2EFvwLZSZmu#!IzwOV7KfL>rN0>d9cF48%SGj*-HQUaA`{~a^ z_4T{_^rN}zxahg?v3=`rJRzSB*z(aK2--bb7 z7W?__e$LNW{w$PTTvdNx&$T_DcK&s&d1>RRo(%gcPM?e|>Iak<9wmoM@C zJo_VFj_W!ukFqL7F+PP-`D)H&Y_Q)jBob7G+bxBoPNzkhhxf>tDOEm zxtl~&tbH!qH&nID*T4PY(|1`7->>K2+gtFt%-!p_=6@RVbMd7G+Ww;z!+!e4Kirp? z;SbZ_e(v?6FXNE${(U`v%0FH2{#dT>+xqgJKRrTil%L-JbW2>H?|T2;P+VVs*r&Pv z%g^U8`u4;;ZG~P#^;nPb^{#zl%ga{RTh=vycziqM`ED9)*UQTVosVo!E@8FG`&Vyb zD(gD;W&UH!V`)EU!{Pr9+hVyM(w55Q{m1-qKKsA?e)&Iz{LPl1czOMCo$qaGTF(>s zRL>-CV^z4J@^SJ5|_&+8dK54_B2e5#MH&+}0H z&2X%3-Ih4<#B03#hZjE1`*`g7<>x>5*51GUWl;9%qdC?b2es zUULa-+I|xKavr+JL$^aOJYiRTR?~<1(Yh@wNkLmLpVoHQ-+!<;zqah7F~++6x62~e zp#MkkQv2aE*ZxcIziaYOW6ig>M?S{I&P67K(%dhU%i?{7<@22PVP&q30g-)}jJDmU zj*Q+&i($jxy(&aNML+4%fD#d{Omqv=P7E_KcDvJZ|(c=Ps`=6 zB7HxGF)qs?z$dRjx${2bvw7! z)ckzl{0^t;;)ic{U&G#d`*B&Xdi&#JxqOc?#t$C-a#PV4wEi4@pBIq^Hr8H`=CkRc zajYjUd9m#0IXDf?rRBgobl*_zzA&&iUU0%cYktBQ-8t5YsS={#j<(?k_eAGe}PT87qnNSd06h-nc4 z&`<^4pG!&C#Y84WM`;B!?8VKLO{X+brXaBbmo^Mk22dY>i&Td;+n_3$a}=Hie3atg z)4dwCi7UM_QNj`vwVI+OVx^6w$Z%2_HK9e76fG$b26feTDJ*DA_Lmt10;m0EAiTW^l|^Y)jOtcXj$`?Z8cY^@vB5-mQGJ~9p~)bMA8TV1bc1#cNeEm7 zqGqzF&d7-0RiUP?+0+d<^N0hrv>7PRogyf$S;YhK^XRBe6HRuPU{%Qs{A$@-s1}zR zttwJ6u?DW^r7D71F-(VkG|(BKxR|@SC`1BGMp7^Jwh1QWq$!rs+D?5Nv1z5^aGlph zRhN{iX-v3fRg9QPnMo}LbZId^nS@DM?mB@|lb>Ce!aZOK0%8RN8)lQS+h0r0sGvpI z=hRLdkoPZd*~0c^d$h{s6yv(f8r%Epf3BKYLvuGi7dtvw#{5wL0Du5VL_t&rB&L21 zosW{rOvk!evxxDO!`0|ZGhNNZY>5~lsK+rQlp^h;CcW1nb`+jx4XX)6#y{&qCaTtT zq6VJOL`i0gvxL`rsr?<&UoRe!?fp@YH{tnxof&3HFO{-hkP++1;NQIlF)(8)(%OJk zK*p({(;-&yFiY=Zto<^Ty0+@IlSkB;50~0C4>c7}jr2X+!%aj#8%J+KZPL`uwpWEz zdA!B@tIaag#pyD0-p`m7FZx{`Pw=_C)EaGpTp%yeZqfRb+{5sk!niely~gcw`Tj7$ z+9f%2{HUBQ`>Lt9n2^e_R5nFPiG?lgN1Dc^romLCCMs^!!Qy;CLUkwy5Jq1_A1{jl z-Fs8u zcZt-!IfP;yui?m60X`tv=PQe zIuj@2?aHsek43WPzF}0N?qx@MX@0#$NL4@dlUi5!A$nXc@_gtRQj((NOU#+6($C+I zecDxCOcn`=m;uQyQi)S_c2gA>4OT|ziRJdys9HnnBxhCxDpF1Vr+MC)ht5#bW$_J` z8M{yxlkQvP_Ac8Is(P&Q!+(nS0egS65PMas&Ew^KU!Q~B=Vgi3F=Buc`g(`X<9~dz zT=bIl_Z!dP&wHK6Q4$kjQX)d8#JK@BhObNOrx;7>J>)UGNv#V~mQW0NFC7*Sk!PWc zzP!E0tLSp1WsX*f-i%eXs3 ztToZ?1WGc2pejm0ms3@`t1fH}kZ_*J%*>0ncAF#CNb z3I!-eDARL#*(&h1KwX1%rj6|IXPlH0F<~%IiL?2*Isbw0x?D}ZtgTP(F}_J2z6zCy zs9=S}$3Rs!6aB`h+DVftOd^fd!|TD)hs~)NK^Bl+KMQdBP65CSVVdog?^Sf+}$9; zB127@idHX=fgv#KU1qDSgj7zIY@kUs=8UL}DT!vHLo^F}qLm+%)MU;@GKhkEI%W&z zWXz)v5jc?SUJLWp)ir36TY+fzB|6%Mvqc=A5d&F4hgR#`A!g+QMq14iQ;Zm*RZv zkkk*U9YC@OLPcQ%qM-FDtx`!yNH=$zPpb+V{`td{43+dy!c?p{t1tkV+S>cfVg>-I zQh-$|ENPJ+njGc_FKWt1Mc#4bNl|I8>cS~840R;JL_i8MbIuV_bd7b(oAqbC{s_g+ z7vmBb$I$8QQX;xmmGFWLbw$TMX-ibHrR!zj+M9LgLR3?%VFmIyS;(%wVQ8$v5(=o|?=4MiEP)&xC02LxFjusno!7h?1B5F^I zA&}n0jnEyqLkf=4)*#QOGNbKB+5pc!@^RHQ=|L(K;vZ}x07b8=RijzV(xbdWz1O90 zclNpa39cq~P@baRb-PP$RClwB)|hf;4UfyGZ6JjqXCa!Z%POUH0)3|%=%YUR3ZTS^ zn9@w7MobO8u2I0q%So@((das1pk%;RE~qpwr%OvWkeI?K-)&heC__=nstPd8Mr*ex z23TvloNH;Dc4(We6(^(NpMdaeC4Qn)2EHKn%7fHYEn1VSez2wlO4Sbtx2l`3ty8RW z03UN-n%ZKH8CDN76_~}8bZ1Le&WwK9b%w>GC0ICipP)+%$?=(7vcHQ9+UL@u4aB3R zTA@o(>LsO$eNw`y9ISy#nJROEJ88B!ELDRD%+ydVG+gS(CZ1+f8%6VS8`}0U^!#y( z9wKwObT2vSXKpdsJcAYKC5nQf%zV*07ISGhdF-5pv4NikUaHMNR6$f7TqRRy;kYmV zA^Eq)Z>AHXrXQ=cv7QuZ)2_icueVh<_{-#46_HcoFbua;LrRrU=0?>a9GKH{Y2pS& ziO^MCEJaM3N~1QAex61Z>%MHF)cd2w^x?Z((L(4>H!ufgG&t6)-#G`~H=~%1qs_f! zkXz}#TToj+)W?XCxCb~ewJJi){(m(6TaV<*lBEeQxu}vfGk1@Oz0V~xtE*~e`ts74 z|Nk%Mt$_h%&|Q<6m6>PXBHYc4q^gLldGJ$!y&4QKkW`AulJCR98jZ{hKYv%3RGh_> zj`cdr_7UImbg0589@$4h!(RJowv@`b#MJl zVTmgQX0`CJJbKQw8$?oB-NamzUXUzp5BBBQ*16rR#2(Ln?(39#eHtcG1QUpnXJ(oC zueWwB?WsP)l7`r&lB6W^D@u~@qmDB+H}mz;_X=h6&21G-sk=ey{I2_>@-S*|*E#19 zq36s)`iIYdT<0sWpX*M5%UYKO?}gUN;?!7}8)~V!j`;nyjH~P~uxHdb+T(N^kizn1 z@^BMMFBtW^Z+i@%VyY7yna?aOtTAMNUv3^DZ{4-8KkOVl7UI%-dsRJYs1j3Ey1O*D zMy7`$hzX1^WjmFfUhPCjiLtNBV?Tp9) zDRG&mkG}TvY;%a|STz^lo@mdg<6(=6MG1-~)&1Bp;^SvX3S?1N&N}K4hAGy^$2!k* z0E_&QQ{Z)Us9-EvO<)k%UGmkT)TF8OBG|*{)bs zj>@=hr={6pk=KuLeaN}-Sfy+e`9Af2URc|kKI`@Q$4~qF%ie!{S;Kp)(&F^4R_mkg z-`e9vFNyU&pEiEKK~3%57O|M8th@}+xThu$%D3^_8N zmUl0Oe06(!UiN;Jp93{=;YqBa*LnF(f32=(lRGXvmdler2j8NfEm;$3L5Q?y7G_hp z@|b?=#O*=0_1L}yZn&2LPB4`eP^RfvT3%us4Xy-E%^7uSX!rHf<;N5u;6`6<>$<9> zAQXctXNGO-S!pUqm2CaUQ(RmGGi&V5Y_ys=`&Vh&EKw&Cu!Zi^xSIrAi!DycsT^(^ z@)4KTOZ1eAfvHHQs7k|ep0~^6+V#kDkBdRgra|;VC{n9ZHO<7j(Mq2ai;_*ci$M_J zX?dzsb3z2#q{_g~6M3p>7dA=c%rR<@M!h(m@YWX*tFtmbFh9hei~GlIZ``i-vg*z7 z{v7wJXIOO$#*woSHfFJjb>?yE_78cq!(!oK&g4E(x68%Ks1{-;Mby+9Dp>;Adh27% zaWDh0s+z)Gy(d4?W?2he`|@Uef6n`Ds$?Nc*pu6+OkeGC;c-GZ)zCZE23y;J)sUXY z7?IWeDq=HIQd)0Q9NINe2~3*GGuleLWGfX6Jseb+leP;gS)Gz1}+$?|U z%RBRjb!nxevhsv1A|$!Uku^a!Z@_YaiVR7*&UoVO~|wo@a|Ym|9A zfM?Z0Q9zTG9AYJ1Fef2kz)a+`I1b6so*9i}6%p0a8c7vd#^$=iN?KAYb4ICQQAi*& ziBDFth%>FyXYL`{#d1G|zG;{Jl!A4-c_w(CjomdFwVE9BJ1JsnjTB=jsV)0k@jmvD z8CKC3ELv?1Xx=~Iy>%n2#vUc6?$$(|?q?w>TU)9zkF%JaBN>`s&l1cZ=Os-eqrg!Z*`3-1hSV9DwQpYPwBZw@6nXGWf) zb7|_QL0Ta}f`Fh%6*avGoow_;CGq(r1rpFI1|wNzEK_kc>vK+mLGO?*kvgNvF>T4e zZ=k1C)szf^y7cz+hD%`!GRJbFj^+I^wq- zAt(c^PK&a%eiaiGYv!CNQ591tmMSo2Jdr3CL<9<5Fi&=#Dq_mkK-0Wfy)5w@)uS9B z5oA>zGAGfiilSzk?usT=m0-=}EFm+(&AY%^Yhjds+iRQp5%+kFfAogq-doI z0b_8w>E>J=nKj6rc^Yo&6!%gw2n)f!=h9^vw%Vy}wsWbT{Cpk#ob&@w)q<2lNQopg zU_*_dPg)kd>LNQXXJkH}HVMo?&E;y#myGucg^?|#(nywNb~$(LoX)g>MKfu$)fpL! z$Xakxq}Zesk=W^KLHXRMUK|jQaXonmQ&G*!1fc*NG)g~?=hF8JB**%F_)%sudcNlC zv~rol_rRm@<7^+%*Z$G6VK#O|J5J9Y(uOX@DwmmlDw>Fc#u5U#fJvR7{=Nc@S!5&E zlusW)D787dvs+bVgs=*lLKAVI=2Tpzl#(?v=jbA)P?nCYjA)fEU=reDz4={3^^0Mp z$Fv~6l@aZC%)2F2OuB1vfy~TeedrvD(`=|q(3!ekU+>hco$y^CsouI zqdKN5!=BH!3Oj2Prs?mUd)Ar7y|bh@!DY&lPrdqM>p!+HFF*d@Rh6Z(^lX>0ydElp z`TG5%scH9v+&K%@b@Am@rN|Nyjw(!g*J)ZRWkRqE7Zpw0Ps`!i2mT5K7I>#)=<~sI z8ZlRq2~8i~>H0dW#XjZnRP{?g*7l=4W8W{0`Pymq_VFVasWW{k>uI*@S)Q*mL`@(i zMssncskLU$FGxeW0_Jp+DG15crpMIhnKj2Hsq%t&%{f%*y>xNafdlezeC6C+en~Ad zF_K<~Xw;0{zvxS^uxI!fxYb-c?V{Fn?$#(+PxfQZvYAah&p+0md->NBEhFJ{Z*y55 ztf^66U1e$3bRjVJ8V@T?lX8W-P-G%UVq^_bSr&Qg{wma(A3EMu#bqK)ON@&O2U%<# z*U^p^QnTt9Qb{E}N2ba}YR?=KBUJy6KIq;al~n6jZENLI;)mAU`HO;TL@lYUY_J5m zx0>ft{W;nw`n6O;9zi6o|E~XM>&~v4s1p$$vYu7~`fPoNObPd6T|Fd5uvMl&#Vmwc z^X9sQoO)fxq{Q88wrVs#r{%A4zAWwH%PK15u_J$Nd@;*7j-jAP6H!Q`bk(JMo8bt- z5H!&cO~|CAJbsZ0VYzkHYlxk)Cu|#&qnkF{zEky_*GxpmwOjj)UF}0NVa>s(oNv1# zp00PRM;i}A_nK1A=W_KHu9TU|rqXDUUh~`+ySQ~(R?B=I&n#RMV}6KvY3rvn&dZs0 z9?Qo#7jNB&*7{cFW6b7ToiiT2WWX2lrvRYOv|{TmwJO3Z{H@{56No=rzF*qqtUBXI z%$f3N0@vQrcDJhf?6YVQA)rwdau$O+)hRRu1gOlyyV$WgbFcIH6fIrcP3DHm%#37~ zDIBJ7@XPT_%Kp@}Q$;49Vb6)|YI*3`hir2idtENGFBCng=RoWxv;8IAflOZ*cm#t&31V#+)Se)lP z^T-;Z#dTYn+IgPYH}6m#qNDa>CJ(u?uenK1)*1821SzHh$t?Ycs;apkXY>k|WI-Uq zw$#g_7p~im2Wu}`Hr{pppz{IpVcU)OL!Rc7;Vo#6W+-+MH7=3ntbgYI1H6>M89^LFPr5tGmZ| zJWn}BTwMOT(LB2sY?e!yi%rY~OB%ssNHJ+-x4ING#WQu5gZXLNU`*3A zQnGSZ0cDn2qzFx`W~mr!amli@>Yw%wW3xo1E8T`DwhaexR+P@|!u9Iuequj{n3OBs z3PlPXaI5z~8Ous!Hrk?QswR($1=3X(H&8^4QiaMRGH^PQDx#!$(Px?VgX~UbEn3Pqv znU3R>twEOhY_^Dj698v{GilWD2CA@X=2Tt_O?0S`!W4X()JmQdC`3i6G^(J4)%;pg zNx0G3CDK@uY3-s?B4$?ZP__oubz4sEgSqwilXFV=iRXU(fqZ>NNEUV+t1qp!Mlv7C zMo1wk9Q8B}b64#?XGuXtMYR-wRw*eIAwD(S@(FxqRaJAJnT$aZUz$*YA|;EXAW@Zp zVwki}aY*nW6EsB?LPVG|3)^}dxkg0}t&m1@ZjQKITw}4EP2C}omdTu{WL8ocBK0|4 zlrmMB6i<-?An4EzHQJ=u0VsKOB`TySvpFy>XN_|Tghdr<&LxJ6^;kA7hjq2p%8{XC zks3e=0R0rSLZY-7Dp_EumMMc|Axq=;FK^HL@MElJHq*uejL6R`NsHGXK@R>6-(wW!%K0l>PVySLgF5yU>W;#?q71GG! zh!c2jaZ6}YPmu`;2c6~F&HzLCnOhQ3ESy#o{F5{RXYt7zWdIyk)`4~DI9cRtVQJ>Avgov2BfC3W~N$I}`TyvE&_XgLY_sr@3 z(IuZ_>nziBaZop}ul6PmcSMRll~m~)Ex4=pq4(z>)hbdeGS z<@{$~SC>^WMRmdtZi`;Ee@9Y4MplG+_o=E` zcxE+YF{DppI#NZsU2$&@D0PpF~r zrVYDJ-)x*$t`oO`MMEnO@UXrrdl0*Gz9}r`e1EaO_U_tT5=xb&dtcYOrpJ_?o5P}s zI4dO!ljB!(m$sC3h*d$fQbII6vc+_nQtb#S@6|PH)$GVlMOiQHlFj68snZKpH9zHz zic@(Cm%6z95W@HhU8R4>92JYWq*-bQyvE^EL?AqJX}WE3_I*@q4Ls|3UQvhN96y>Y z+5eY*f#UyrX4JmD|8(6{*UWZ`22=6aw7N9Aynd9u=Z>7d+}~C|4m=O5d(EH8R?8m> zt>ZtL`qcj>mo72w9P7LrjovS09`%8@<(j?Ec#1LF@~?eagn5sT4_B3brOKo|=`q?2 zX|201OZRfMOoVA`s{$9yHNY9@(t~H(ELnZoG8Yh{trX9g2cVm*t?P)BQDZ2D7wMJv z8b2TH(JC+E#Jbl4h_&bHarsNf!{gCMSZ(xmU*lBs)0fdxoXcWGg2S4f*;?*zm+G4w znR)(pp&9%=rhM6!*W{FC36tQYUygjQ_mD-Kxx+HDavDk_0gcSb%odwcRKVgGn{G-H z#~f2+YRN)h)t@fD=ep-LgfoZKaLJ}?-j$`MXc|)@HPdEHuK!&%=$&~;4oU-DO6LBD zosY8Pe$)3qT^=W2=WLwo`TrSh^IH0WZH}1pSYF;=zF7R9=cWSjGbKk|m-)JdQC7b` z)9&Y~)78EWx$nZ(&*wPi@PW?H09;n2IX7IgGFiby6pEE`?)z3BTGjF=nXhe_*RJ^l z=hx?3&}LhjV5vaF+3@4Kw)d{b-gjO6y7srZaa!KT)^?Pbm<3Rx)l_+0=exZ>8IMRj zX6?+sH6HHQYx|2>IAPXHMa=_MqN$-vp}?@J7PYmdrRSb){b_XwP0j8RqET~-O<8MA4Tqj+dL5#x-UrPNM4a0-K3Lie`Zvh^8;=YL`x zwSUj~w9dB5nWK>7^-rAZnjOm$y?tbFyT05nM}L}$snH+|LuF)EuIy6GOqf;yRaRo6 zM;=i|ZKza;nW?m#dU}nh0!>w#7B~d(T=e2NgCh}c&4gMdGyi-nk8{NNHx#8uR}NW1 zuFNAdKtctjChn?I&Hwi6%2>)gRhR;eQhOrCUKs&Ea0nL&n8-2nkEkW`X>f0g`ZlwU zk>L{tYtF>1)JRuA?7p^Xl5SSoxNa~;K0dyG8{dr?Q5yC9lCtMm? zDM=(*`1E#~1!hqdVo-%?!IH@IGb1!M8P}#>p1r-#x}Wpn0Z_>L4AZ*8l~y-nO8u&{3093go^XEqbKl}bn$U=9O_ ztb7Jt6UB zDrP292rg19C+Bf`LO$WlC{3bL%;91ptcp2HL>1^JfXu+Ud_tR{69I{2PN>*f4am}X z1gtz0XC8C3{u10vkLIqLE?KHw-9x&<1ZP%N1!bxoHIn-T};RvIlS4butdEgJ*%GEs=kIY+yQuzZ?O zn^(#lNy?T`RfQ8I!I&KHW6abasH6}IV*wDFS6P@*sSaB|PrXlXI9DTtqLfeNFpC9= zLMKqdL_(2L3K1ywlROesQD9ZQ$P(2Kvl}#%XMN@kEDdYxO1VVWA;JkSUEn|~X_d`( z3teS(69~Kv>!ISNMPz+a^-JhNXN@K->RFZs?GqtLo#$`e#B|YZ1yo0>!Y+ZuLr!0S z+V*qHS(a2=##9c}w1h)AWAdmO8iz4b_Edg$(!8VuP-s|YQD9N>akx@Oj;z$z&pp`E z6q%kT5M+LQUAMu@$ByFB>hRnqwv)pu3?(J7hQ;c|;+v0K`2V4dKEoh|OoPb26u-@1 zcbH&(=$bGvwa(&HfyfChs-|cnMS`qZli@|uEzJrRH3Ra zU`xmVPx8uB3!la^DK3+3!jK)0RsXePl{n*M#dm6v$6Vet1m>eRQMX`VJ{vAUGc{ai z^eCbxGs@}?H|A>ET@)zS6p2}fUkf2MHA?25Ider(RzNcCWQEMNi-KoRuiv!LDNgm{sddMkZO(piVaD8DbX&UUrqRbqtFS6{!DnY5gKCu0%_SRE zQs7?N#HI;d>bDemnjEa9YB9D&m0E@D*0o*0%u*Nht?lDB?GWz7%ewWr>v0@{b$R=E zSr?ZUp~qvHIYN?CJLC0@BjlJCpMAH%n4;-xFORZQbc$AEZ85awrBL}G(rJ3?jD;ia z=h640WL9gg+Pq~gMpoTJ=FvpNmZ0UxmRd-mo%*u=7 zZNuDk*Z=%Jd{J93Yh7|%$0d$!b@wG)n_+3=eC9EhtSFJb;Qm8%{yi3i4pA!A&D&`8 zVaI9tuD0}!(Xv)Ix!PQCXc3`0g`bql+p9q`n!>sgfhd|wu~gdV3tBDJE@|hSyUZGE z9*zm~!9G$G?4o@w6Kz}4hNYU8l5v`f=&Q@WX}iaD&GoGvzuEr1V#Z(pXL)?o{)f-K z3#84V$H{o*Yu``a4Oj>4>=jHo6t{?%>Py+bM}(U#?#mJ2x%Z*qEjab1 z;lc65!9}buyUF7mLqA`)+*r+z;7Da)o@hAl)OBm;CU8`8a9ULt_wJXIF?yx*lg^O-ZBH8zjyi`eS1w&g``F1okmU4f071i~Ihuo%(pIHmWsnMjT>2~$-;^;A7$8{ATvOeyIWj_t>T zgxH#Dss0J#(Dce*qvDAL9nw3Oo*|^Q^WM&Tt)h{yZKV25$cACSO1JpZ*sAw&~DMbO$`mbWL|6 zqr1i=1*0jr%CsgS5rqN>Wi??}PODwyWQ?1=?AnKPfq0!UM@jBEU;It>U7lxaUB6!D zC2N^FWj&+}Ty5wXgem&`=ySI#Zi`HU3*tJ|pDVJz9AoNqNOR3*;rfXnJ&1Kv4lo>I zYBzW*8#8wuilxcgg=IQ(FHT6U+t(*{$cQ?-I?ia;R?*Bbk(>9dI)q0BfKj=P@!)gn z-khzeKm;Z8i1}Tzt-5+^wwP_=qB^b*F^(9tpIdigW*pK=G_qz@jM0-2>$0LUL#h#|;*_H$s2kOTr%Iya7}?jZ zFXE5PGt0#S{xPjdw*35~)CHVr6sUShx3(yx<{_13B>`c^3qgQ zq6O%BsA{6QT`^5i;s!5ML98)Fg{iZUDFuKuh&x*4EH$-*a4?;XNMag=X0o(gof^9K ze#p7c=ir)HscLFwFsPIyvb++Rm6-yb^C?W0RB1$-7@C%X%3(-G<{~Ag^oU|As6J^U zd@(ieE~2C4j517V(|SvX7*Q}Qha{swH45^ktyAmB$}|`AbloWDWQ^nlyf)Z0gFsF$l<$w=It4*K*A^@lBz5zfc&I;f7(J&$7Yr$1Duk=>cBb)A4FvI5>2H{ z){!Y$4SPR;z2{PMoHp2{jqZGg;x8(Oid<)`W7jjsm(8_ZA6(}1{SskvdzSE!q))IUlM$!r zRG-_}o^_g~TJ?lZscNE~iK!yZywpF=Ca8u(+2_~HXK9F??%7Z+p`~m;NlrZujblNE zBr6Mu1!<8wEwj~P42d+&L(N7lX`&ob)29iyiUd+TbSryFb#iDCRiXz#QiE%-70ZyK z^XU>qh(el+62u%s(M7G@uC!R|tXCID2^u!~wsydqesB!>$75_+?_H%)vl(g9ggnX_>t zTB44?Iq}lem*^(H|IJdS*Rk=~SR#FxpA||~HS>fPhnqH_B2-_*42twhnIS@`=#4d~ zlV;*J&iP~r_+(s9L`5-?i^Yr7GPMn(O1Jsw%4q#vZl&wO@OVGY4u0Oaqw2woCeeWW z`k!*&>+v+rHwalg4<2X~hb|%kltp%%NZRKEts9zowr0zcej>6p-QjICJ#r@5&{KPc zxN2@Lid)1p&RRsbTc5bVQkP*1TsEez5?2pxGj)}6KDEd(`S%u$PO0uqO?6Bq-MxS@ z!}VP`vk%2o1GPHE;i3KTXn^U>9xJq~`_yRVrN`tCkt=a2TxlBi<3vQim^#lxD$MC3 zeV6NP{M6P|vqNO+L>+?J|j+gBvzc$rpJ)(jLZ+n_h zLgKXJ@B}L8Y63{BY&pGPlFh`e+Y;|0mDqVQ+r{i>s zwrEN{Pu*iF9QIT+BT^oiV7QOg>iKAXbe+&`s!2DgsTRF&!{$^-!`4sMXywH*2LPd$ z)p6aA_S5zEpD&Nox9_;O`8?-23?kN~LPuKS{dR9_qRxJd?HCJYLIRQXVjfjbMw(mU zM_Nehh0EAtKCA9G*@jwr^WJQJN+7ZXER>3fN%MjY zz=aOkov^j)hn#yJz2VHd*SNkTy1h$fjj8C~2e*Rv!68Jfwneju0=JPTSZ!KPI~%kg ze$ngeaxRe80!_+*)wi>xB&yg+h_)uP(Fz(s5V;fozz4m&T8qb)XjwqNRZAID9aS4K|S5O1_t>CyyR z>CF~uJ#EzDsGYGO8q(mqwF91NZS#WGv_JSWE@!8s0Qi2Uy8j z>$V=psmRtEq(;sZmF6F^k}sQn(Hs`coJ*;vnfJRAmTeO)qv%lT>vTU)ObQ>p4f{LprQY3xjS5x0ss^&4*5DwanhgfRq$R zL}t$Au$THBc!kO|tWC_8IeYM|Ecrv>lt~N$QN@Z+h+#rxF-bJ?BZDAp{Yx_Ce;RWu~cWZ7h^ET6ebcC=sg50j=Y zt1T%yqCf{I3ll4-XvG;bnwymj=E~Hz9*6EWqO=2CNXsupgw);aC(0o>FD zO~I;nyDes$6zfAsM?ub%yJa^~o0BztwxX0VHIPbC6;Umqs!9YRfDDZ2B@J!NnM!RH zd93m>C5Li{Oz76u-of+qK4glK;^b20haiN;>Q#jdD>b8QiO^a1{ef25wk2yzFwVnI zUg!FJ`>f|>mPJ?;3lv%=4GTXSR@m5z1x9d+&;b2p!W}&-*(Vrc z^|@7Eyp@w?Dx!jj$QkKQH(v~N>nhC3&(Nb4n%UV-F^VK&ki)7JX6mpPW-($`5ud1O zQ_&jDo0=waFidPsNTOe@hY}{VX@x3F0$F!I*3`c15mD!{u)A;j&Eow>Usk&a?fuA^ zVPJmHnkCEqepNnv{g{%M4>(k4pK}kr`%9UEO3zVFd&&=#1mvwFM?|xnMx>`B+Ix}V} z%8V&qIz=f$=>IT2YwImPY1*Wdo~2ol74i}OQm|o3CDnl8^^T|iF4ASWAPmQ-D3uS$ zW)2(YcW--(%l-^G*lj&AmPLu8h)9`~K}#Sq6jtIB?lQY4rY14wiw;0aY-cf}CDya- zoYUv@SF?4Ey`7wwD8-VrrnF2`*DY#E&DL?bTKn~*xhzkJ`*GkRK_<*7}fs zKbl}PE$8yMnnY=7o2#$^mW@ICScZ8mxJ}$(1)pBOQ7y}pOUa6&N}A?*L8Ym@5|a0FXQsHv*)zOAl>xy(^#c`{mCYFj#AYL~1dnerLwDq#ud=~YcQ&%pt= zEw5iFuH*lr8?Nnq>CeS#kdJ}yyM8gaTW=y-S|+Me97FP-L?-&4az88L>>_V!7sUse zkSam3P^roT+0I)S$RrK(C#}pL)9bu0uRlJP$G)Z<+vUDGJ$yZ1A0;S*kW8T5b=jo( z`SOkRLyl}r2RSEWBIPQJAS`iI9ahoeFtCXo)365q-m(<2S#gZ&zQNYk+LVz|g>^<7 zXZmf%qC&L&Y&rI=i(M{m;w9Vm-1-yKW!}DC^Xu)o`{mzqi@DZbqfW}H+oLyLeVO}W z7gsBmLcH~|b|l;JI}B)&T1i4wsiytF>%(d>S$WB)nKpkDt|4QJjnY{zrM=`*Hp2H( z^~=R)*N=f>GizlwY8yXxY>s(jl`!Mn<{kC>Xws@_#Y{b;&I9YQz3?jQ_s3NZwdEnV zoh_o5t}}tVBtY$BTuQF0j~M$1w~c683!+sS&{a3JrXLq9I=x0?y{x{h8Jsi8-+Hbr zO9h&_D=2-Sv?e)RZD}nOk8CIVRmvMse32&(cT|8+VjiXTrR)2GYvDXP)sm|&=M5|i;^lTMwOxlF;RCsmi8u=uER4er(|aAcjK2U6ctCQ zl=eMK&V9W!DS&IU&si7QA{R&hI+y*h@-)-S)2+j#n8! z8uzL4Aulg_yPWUxxBn)DMdochSDjwpPOR_8!;cSL;r8Q_FVFMOzm3PX{rk_?uely} z_hvk0&M@y&^^rp%*EhxJJd9%yJ2gwSq-FbuAv_tvclZZTCO6pad*5$oY|o}D_0rJ$ zw#)iHep@=ks}O&_ z^oFx_YVLSS=US%(f?g<#%9A5k_Mh7?--j&gZN13SF-sE*O1ka*6>Q)ninJ<#()t=9 zlN7OPT69#pXcs90C92xJO%a;5{a!J^SG9(wfE$h@r9|d-{*Mo1c|B|aZDPe zsa_(QC}BpCLb6Qg!j5vWgZ9jT?Lf0jpq^PGZ>?-$7aiVvoYm(W+52G z1e=Rq(r2Ya2yB67#l`)d zyi2)Im4!?)LX;FOP9De7%qVk|HKEUQlsrdWL@%3rFD}&OjAMW9Z*OH<3R4Soqy{jG zBD@OIAk9R*mZpr+P&BPxVpGoW^N@I^WvtNs75JQnRxesq%1o1*AtqL)0+Ir%NK?B! zy&T#Xc0DAf>mFw@ud77nQOQDPRzPtE66j4qwW?V`4Cpk3-P@@MwMxfBV^TvQBB$`y z(V*N*vzFdVdsK_H5G0f(%+D29W^%OZDlVo+RYZD9Q!Hxn+B3$&YJHvUf_AI+HtltJ znzpa8ez~ijn4>|O&&Z3K7RHRv@-dB}AzjyFZw#f2Hdrf_)G>58e}I{}vTj5Nr($>6 zXQ#IHy8VpoXN=$>8Mn4RZ@s5oA9Fcoxr{}Lx)d%Sw#UaICzo5V3y#APm+kHH@k7a= z9NXo1+n)W1`TLUZ2{iv6r*2Si?we*p4pR2BFb7sx{aQS`B-P9en&fWE#H6E?+E6pB@75q*3 z+EQNb6O#9Bf4|(1<>59QDI(k4<|4;!%$@B0Z=jHnzf4v@OuRk7_$8m9_WpZz<>u;)ek5=;^ zLjUJj{%Hzl{;u^KyldQim!qA({|Wb(F0p($Vy)A8vSjL|+G|QizOQBd((B@nHcGM? zOc|E@C5|RN{7*mTa{f(kf4j6FufP8;X)keSJWf4ta{KuZKYx2HcisCMSaSCH=y@!b z)=C=Jc}v(~6`GnypF>8B^ZfatI16xXU1$-EkjxsFORMhMbL+|Q`?D~|7prC;7x~`K z=I?)L=T+-t&6k&PyPazrF5}jteVxb8`_X=pOPzv) zLi39r)br!3?Z5Tw(zke2$##Byi(6YQYyX|2-W|_HFjQFSq;l*RZ#qX!UE4{i@Y+oX3f!&$r7T z8+^%!#v@};il2;p)cx`DOb@Q8w!icJSL0~b8FeYgtM~8E_P0d))2+U}{SkrVoBoUO zuV=SsJ0&g~@3FoA@%pEKUjMR=(DRo(zAw5)TWmc3@z;O9IpzEo=RfZ7qyHY;Q}klz zKYTr$GsVtrIo5iwk3Vuhly%Qv2<t^sft-hE@HgQPy~r&mY^m@lRi#mv0|vV?KMoUt9Ru&*O2f z*AH&m7u4F9s?W4tvS(tCPCjCOqgsb{NW9Pe+zFO*h%mtKwS@#F3JF~S$0+r00}@9WpYe>%Kdq;z^;DU#2Rjr*0) zxxf4B-{m*?{=VgUdMmH5!u1(3{Lhc`W8MB}w{>}a6?xsC+Zm(jEpGcc^QUdRobUDr zZq4oMa=cx~k8ekwo9bz24XUj>8`Di&_D&jrPk0Em;Z0f%F z)E1^wwX6ZgN{;=U+~#w6{Ah=D{7k$E$7VnNu(sO0dd-*rY5JSS4=#Uv-`;C1*Vmt> zTJiqE`}Je*JG%H`e|~T4%e(#M{pi^J`;Yd+=9m8*8yEgp!E^GDk^d>TzvOLy`22R9 zJ*wstc%a{p{3Yjo^Zv5^!^QrP$G@)oqn$^_u#2F*#qG`YmpK1rUE6G9tbgcBy&rtq zbzNTC^oy@^9?u%wHujfqM?B=7wy&cQ{doO$yxbAOBi! zKb8D#$gkNhI9`??d{M*2MgCRwN7H;})b(Y!E{kgJmil_m>+_Luf7~SA^cC|@_aBVs zYi@R4J|6L5Szo)oU29psjbrA1XwtMp*Akamx_|I2$hKXHN*>oXuH*OZ#}DPIc8EM@ zoXpMbo7t98R{!>!&yO!Z&)2t{<2uHdntuPK5BP04mZ!*%H|*>EM?QYtmNRdAFqJQj z|8zcY{c@S@kG%YiZqrbtgdm#KCbp!5`B&3pi|@-G_IRuMHeQ$GCqC@YBlTiiee7+= zYyYD2D(7XaUys;F{Z0IXy*{Y#zK*YN_b>a;)7JD~Zu-8=TZXFsdRzPZw0e87+sos} z_5L8YNALD+`T5)JkB|4u%hyOl*s6V{`Z0#CotqwN`{Tv#uYDKp^Bl+e{jJlF@yO?K zvwXdrm&@brHT9oQ$N|=8^FwyvL(6At^Ks|#&{f8Z?+!WZa@cu3zJlL!@8|F24_qTR zJ)|D(qxAa3a`buBz+o?gFZ*v?Z?XS)U1fvTetMl!r@?O@%sMEC&;9EYKb^kC1n!8B z>m1h@sPUA+)vhA#@x0)7k^Ayuwf#BQ|0S3I`m76<>mv7(fD^3vwV^SifPbS@0k5N}WQ4``DYpVzuOp>?sHQ8l)nfnT^^GCJ13 ziBCDd`q6v*$MbgGS+k7R0&&(ch34D)SC2`5kFVCG#l223UVMr3q;YDc!Pd8l%NX5d zTYx1YBal;jbRFw+zdpt>rz|;^^UTuw<$Bz%hOj?;JS`rZRSM3(zMcQ{(>SL7%Xf`! zIc1&GI8!1_g=;(e_wqf??Xt4rF7s$Ls?61DYEg1Af6MjlQFtcWc6(goqs6g$^xkfl zgNH7~KIFOCvTA4Gi5e=}^wRC+_4$j;9l3aYVZ0o?+}~b4{`$6l9L+DmK8G&4EuzIo z$cNj!o5tlvw(VRx?4zCMpF%J+M(hX8&$W$4HW)`+a1iLLRQDmBcB0NM?&>aub4ty= z%3vT*7n=Qn9FFCJGf|pA($ogza|#X83Yv;AAtxasVxLH83JO$*i8%nW$N(TL2tm`1 zDxUK=V=qkaCgSSStlUU4OR9t^LNP*gst}-+7(udf#Q3-yD4a~lbaY^8*1SzPs^(w_ ztc+ryNr{vsk)o;s(^iB8a7F_&y zs#L4buK@rm;;12|3P#K5FF;kSIIJJi^)jDHtW+n+^Y6cQOO=673 zPqCE2EOjYcQhh=+o!Y7iy`_4%=Hlp4*iLCVpv!3*n=4k`M}Y)MniBY=g)=L6F4Htk z(rrwnc-WQhebA7F|3T(zUNCQDrHWXy$_PF=XqYBuXx9;vkF(7byB)&7QOBO9QbkmX zK+A+GWv0}qC?idap;e}8DLi-a|HA&K=j-E%Bk|KZkHyY|oXuN}mw{OFkBhc!KL>u- zt^y%|6oFD$V2O=U21^kK-QWT-F71A2HvJ?&qe9SR6>OVTxg;18Y|z#k3J&d+6hZS8 z{9ss=J@}QXxrIAp&KDTuh$vQEu8&`MwL_3O`9 zZ=E8`zV|Ubj%8;1@yqr4P0s4iJ8adLpXzq4OG1zJSiHH_8H^E`Mm1N@+i_ZrUPhT! zVpgC2z(_U{Sqi!IMnjGR<9yU#3r}13s(Zv}xES9`zv=oPMGve~EL2scY?&Q2nFj6D zRkSA&@lx#it92LiGnY^=MMylR;bU7*A7dFk<+{#=Rnm^8=ll7}BkH_WX+`g;)Bp3Gz zeSB1|50sySza3I8;?`TB1%;X{IUeJ(ZC<8l*_iFqVOJdEoXdtbwf)+sw}Hz;`+2l_ z{_*qwa}qP3&Sq@>nT)98eH(|*(uS^6aH3L$T_iF@2DD6>ZdP=Wi>r>u_ooJ}_e9S? zv+M2kr|0tBbOwH8q~s%$IcPb4Kyv*rPyJaHw158o?TC0?o`30I@6q%)>kOrRQ@ya0 z?6JK7t9T$!&l2o{GS-=u!8Bocj+j+tsSq@SDJW)&qGX7e7sdtaW6sI3-Oh%~@Aol} zKVBpcM(cWgsYN2Q%9L#NLm17x_q9@L9+8Bk8KhsvBxh+>%nkHreX)3))td<1)mCvu zf~pxhIYX!P5O<@>VCF%^bI?Up!#m6=K9MYa(T?lp;)}>x$fmiNCmsur#%d_#Cv~>E zvH8)8dtLU^Ib&y6brtRUzG!vsD?;b2vWzuqJ7xZdw7bi!*XJCTfBPx`JEu%he$Em; zk7ZB^!E^b)foE}N{Yt>oJr~TyHYGEatjtW0LU17-IEK7arpxS_zBb#W`aRWf7Em7f zmH<#dufO&(`!eS8jOXpogw;T#J_Sc<7F6=``jBassF~~Y7#s)eScI2;Pfg(@%>Dkd zMp|*y_17PZjPIz5BMKSV@A1h+DlpMHObnbj3h%`EgP8jw7B~Pg^vuo^{H& z$^72xUoP>hRH4)TCx>ed&E2zwM%;c#*cLgy)BG0vAp<&X*tX6 zOYYLGdspS0^C>|AyrC~jk?%)D?+6^G)^E~!;INhw!<&w(83#C4y=>R@vi+oLwCjNx zVpXR~%biNoAJW<19}4XZbY&8$(0 zED!>GhF1%fU_zEa3Z@}jb8ZsIEVY<+VHOK0^;&YOmbTu8sQA{TgVI!iJTat&*ezk4 zm67vI#!#1V7}u&oI#d*D^qG!m_h?X4Y3Ix{hFCQb#Be58vYlhVzsX$`L*jOLjS1 zj&l)u<>#xKLI{L8TTOwvwPN8I8DVgyRe?t-Wz$WKSvsDG`~I*EiAL=-O;!qE>hjA) zppBd9(qT<9hoL%n+XfXmPm$4`%LcX*E_9j3s1%xMZ8jA#(QNjG=9Mvs;od353SGA5 zO6y9OG?YwYGTkl%=TwHNlGta8TC#XJb zbL&2?epZVg;rIb{ce2imLP7+pCT%s1^TQ#~gnmXF6x9S=RDi|GZ7x7XZc|+Bf=_NW z)t26TMUIJJ&Q>pL8*Vek2s4vS4aqVrkda71LZ*=5DAwcZYkDg%CO^jXIWnbTz5Hb# zk1?nFMRa|h*-X~$MfYO}OI#A``%FFfOo&T!Sfv6Wg#?)sRM{2@Bn8PVKpYEn>5C9$ zm6jxc=BvTFHN=luiBVZ9Y|GrKQ}YBCEr`HG%jjkbk*Ks~!b(lFv`Ta+Sap^QoBmx; zBMFx*%?zhV2`i+8Bn!+!>#T|$QN6h` zYQ(0I{zMMT^&(1S)C?M-0Z{ZajSi@=SS6+5rJ}AT6lO91Uc7Q~B7ykKWql6GAvWWH zm|;@WyRNO}i8+oH&j!K}(g@QM3t*(R;b71-%ApFJ+;cwnc2R;^BEzYmLtnG2wpo#t zQ>4@dDuoPCT&iGn!Di}J<;gay+1{m56Pl%#ka81mIthR+LMNy}k>*p;6)FNz6Bh>q z2^0v@42nV}nGg_>xic5eQYowGrGgn^Q=1?Av8e;sM|9QQ%#z!EShatcE!VnUex#i`pDB2=SlGz~TK6FR1Kn7bJ1;;A^Itu6Do!(#7b0-paO1+1V1ui8s;6amoY<*j|NEp zG8OYU{r<#Tt1_si1C8oaNK2F)ImL}`neY;)c@%`4FYG@Z>lnHyzak!n{|;}XRUfv_ z_T2RGDwjjI@32c3LMuTL2ueOLXvJtjEhIhEs&$&6m@CRdb80*>OSpve@Yqg5m^o#N z3QZkCPf;D7(vTB)s(R?M^LE&gpFUx#2&I#f)Cy@!>N%=ls@}C)3M!-O3XxnJ#bg{4 zHI}M5mgQ&YIo+}~rPs)@PKz^y zBFi#Y$!GN4wnu$`0V_)w&gYElBHpUxL+URJO0ZA0d0DbwZT_*<9qiDVKF^VZBD&!r1b6d3?@MdOuissh6z&X!t4yVF4vn8<1xJOuXcN$G2CB^7Xnhwc8 zel6_r~F?nc4XZ3QqXmLU&e0h%ZWJWVN$NDBx?Aa^?2@Eqh4LF4EW>D zxyNF-<&X9DEzafR`>D*XmXIj#3(i5c)a68rtky0omE*bET3IrKkt*U1kXezet@T5A z)Zsj@jjOd(yxaB5zRz=(;3{?qAHYG5oT;F|H4zc4vUZxxUCvNFeTl^?%u)f&lEpvD z_i7<_RiW47aOj^NvzRp@MdF|KEo1rpnqbMf{1nYE=XuIS8zlzPlrO3^ z^oQzmEHBU%d}5TNG^S{E1FgZW*&<8V`H(uz$EC>uWR~ftW>SRkGWX?2Or)Y(l_!KP zOF4VkfcsZ0FR{)!51C#iXg>%mBD0~I0Lqv-iIC+w>4|D+W~;&#ts54ZrY$wJLJo)o zMpT9&!dmJgK+kZ@Nes6(v_x&`=_bwLO=DQfrTkb{3OsWP_by_-JaH_Ni>Q<+nG&#) z1~Xf2-N$8&%b0Ztt)k7T2Q_9RL@-B?Swn>7p8P2+ZGFvlm`w=}7WReM+7dp}_G8?f#_e5lzT4jJl6d+4071kfua;)usK9_UKb~*bZPw**-e_!|? z3u4jV1_Lz}f8tUoY2p<)t4z1Pu2ef7hi+E=ODr#?$?9Uw!!}albzLv}{2i6ezs_T) z&TU1;L_Uky@IYN;3j(?&o0*0&qQG14=MJSFVvI=3kB z6c5%hs|roivDB43r6?Q@IJ%}#eYCHtDr&${G1S7mh&g*j{VD2={R#Ou@Bn^d{?+tH z^4KHXPIE<@Q*{7szIz6%WJYE#VrW(Km}nF=X)6WEK-8XX$YE3CnVwZ6tg2V8mc7pR z2^z|((3&u#BziO3pMqHWjgb97B+QH<*I33R6@6<~Wl1}8JP)~ErP!Fps$!MFF9!25 z4?!-a&6ZEBg4yWy+Fv;45jBOWUA!T!IJdDDx);QYM!1Br+$wjKERHi~vRt#7%{i+p z-5^f(q*c{m92F}ryB1gR#`Re>COl?qRhIx|qOy=v@Fe%j9S0x=X|C52NmNx;HRjO#q1^5KXK!V{SON(vY z#}w6>IGI_gA`Y!1uAU}Ud5lSeFGy4#6XGUPMz}T+adi#J8KbY0QerApO~)tq=6Z_kVS|f^WU{!r)ZkrTT!A_(!@NU;QI@OErk+0U z5TLo4qK=)2eRY%GMq{S1(j>G((nDbi7=;3-frW&ym1u(q63on;l4T%QC6h9MfIw13 zR!}2{w}qUL6oF`pBD4DWWE$JqsmiK~G(W zw8jaU@PQnOATt$3&ZRg+h6)8}Dr`u}Y&cD;glS4us1ah`dz>OvXZT6cpp_tKElx;M z|3~iK9LoPcQGdE4O|xa`VQUX&=I#-Z`3~Pu!(lbqBn5#4DG1OV=-Q=AkRY;A?4hd8 zH@s73M!36~?Lj~Cv=mnm0T{x4Z(HkmQjzaZc#iZ5B$I$BVazQ-nM_2kHggih)GW3 zRAG@dcN}~lvb!i}o4imC^_+znMUqR@$mURz%wjoW`e3SBTTYH}fYT!{jgFJ-mD^lb zE@|wKPEl*^VNRNBp~_1*C+>xqD&PdpG|og26IB*0CYJ2T1SK+9ARL*kxbL&?fO4(}F2g!)4v4Z8a`yOrnv?arS*D7_E_7OS`Zvb3bw(Iz~J2<;Eb% zDayWbR;kxio{3h(hjyYSQFK-y}pHh;~?SwB#%OTKbE$Sy%)HeExs z&1j%4bQ)2_t8^C~b_Tz^WS;Wz*0BE3N-?UBzAu;;5+k9aA2u0}o<1Z7`w3e)3p0n9 zwD7?&7MT)Uh(%VWcm-Ka;gK1QeW_GAQpNv-dCb#ue+Ozo1FXv<0tqC>)HpT3^(@wp z)oO@{Mk~olL>R`zG0!SoR;8SblBo0Sudn0&Q?C?Y6rx2-Cc{&yR3)8f zmF4Kihnr_@-wYOy>z0Mu`KFg=jps|P8^78 zk;q-VRox7t)P%&WcF=IQckQk(-Q0tH1kyx|;bas0^WBt1=Nyzt;cU*>8{Mx@&a3Dn z9y>`d!`PxQMR|@nVq|)P%#cK$JV*YgC0dyh{W+v&t)tpmA9}hLfk2f@5zE=fbcwk9 z1^HU-Xt^@3=j0Og;S2B@T_U2snJh1isO&q@4%#ZMy#CXkz<;gOOR(kIje?HdX%HjLMODG z>*U+ebv>e-lkh!CQT>&*68@lx()qC+0b*X%X%1u65PtNzR<(w{R?`Ba!bKy9`|6qe zJj{(AQm9f(hUbe7q3|j}8Co(WPV0TzMvcz&Q+No^T#r$*a~xkwETT)vk>)OmG(G^D zvmYF930|_THYg=l)EMQP={XjZXWH7bZS?)~ib65Ga3 zvft~pR&}mRo@auQ1oxCll3bdUw!Y4tVz7}E@(ZGvMUggIfR%bdAMl5SN(u+-PgR!c zW`39$+&HAQ%f;SgMry|U_yy6BoEdAf3J8Po=B9}Nh7z(Y?w(1NOG-neMhchlY4fuk zgC!|4jXVJ zkLmf|^({fj5D*J!QXi;JDp8OL&?Is)8yHQvX_Zhi%5dUNStR&xcjiZ-H_6ldHRg+J zAt-|xr2yf3OiT6!WUe;CaP%5p7))hOMh>JCQ!OCLnLfRMf*6z{AbJ-_CW~i)!ztd# ziRL6#2zx`UWqlM=bIUV4eX1l0RpMdF2!us4at*#Yb|+9SKnFksB450BA}1DAz3DUb+7kbsgngfibvRduEW z!({+jB^(dOB1%nI*b$UO7IsX(iD;pK#IQ&rA*jN%WDp?{5U?sFGs0(FWX5|Ohy|q1 zL~M~Y5@RHCWy+wis6>SePz1(i6ksZr(3EMGA@JaL%2uR+s;G-oauopSY`icD(<23` zF5#Le0;p@Xw8_qdS$`pIPGtKVFtdt_did7gbH8Z`Fa>EKlPJSDlNm{tWB|YvDd7%8 zQqcb|2%CWnVHAG%>rS_Wf*W0G(U|ZAF+vz%Mj$Dej1iQea2rV~ND&G~?O;tXkOm*g zWFioWBa4WVh_LyY$plhSEC)L{kr5M~1Y`(OGFda;XV#*bA}OM!OiQsW=@RdY1|N}* zY4;!^6_7?UA@NR&?h*i{0YNDQ%}ijjPL~#>LzE;Z=eg3j2&mQj;Gq3h7%V+J^W2IM zW~G=)qYRB+$k}H%(~|KSG-W=qRmf}Lm)YKI`mw;d2(lS1OgrLSblX8lCr&~z4IwZk z@l&twj00u{l&JtC)70xb6#X5_6_ke}l@u)vNsJ(526@UOl-22wADy*Ky`H5d&H6aj z$bOB0L?WF$iG_%nab={n2^fTQi!5EGSCz;0Kvu-R9Ie6A` zmO4vP1ZFgff<%OmG(;+#M;^HpXyNky<4a1ZENk03e;;$C@62T>7BJS4=*#{&HNcj* z1NRujQCF?U4DKh{$rhI+sw+xS)yp6Any)_iUin@f$#v9r|Mv1>WJM+k!Z6>B&-;40 z*_o7)0|B<_*)w{|ea56Jt&}CX&CvJDPLs7Ww#(z9Z^=`IBbv=(iG197IrZ;K*%y3I z>)q>}J`nvcGme4Zvv8^3Lf>MZqr41fb&(WdU6y6b1%1!7OKs@{P|tGE1^Tg8h5kHV z{u;-lZ*LPj&llpB^s9HSf1D?iEN$taNk2X`8UCUBDm=nd2Nuwr<}pEBxi=+-Oro4S z`IM|eRm+bj)p~Q%jx*Z1+(3Mt_Wb<&pQTgrK-ho>6=_l=aL?UqEJeL5Q3^@?U%3R?N;K$S<+j(j{ zo$bHT(lw{}>3z=m#^u^dUG@2lfgl6G)!Cgfg{|6tm!@|hwc0oF^Q@V%E zkqLrHaxiEqwN%b|_`BmzSoI>K=zd({K73>)SKo1lu{(THI!dcTSy)tw`Bl{z0%B6h z5uWL3m^#5`Bh3Tg#?-1;Xdf(-3VY7(=6U0Z1?@l`B1vIC0Y%K3Q-PqAuZJ*ZeD~b(vpB=dESY176e-QJGplJCHufnk#?6`+Bcg+eGO045?R zQ!Dp!sGgecd-?Kx`QcpH6OZR>q$V0^at=ag5~U$o`Q6h%j0_9Utd<11_B_osq=f)+ z3umE3{%LFv`Ze``=wy`E{j91XJxRzqXe{)o^Q^X?36*l# z;BpkzjD5Rk4;qgLQC1}ud6&%fNE5k8v*R8SQHqVZdM?V7AQ_BGZfVnINj|9(_`1w+4B40b5X7fjd$V^ zOEM*$2t&z~h;X0MK(dN9;>y^`2Y3lCE&@IY-0`|JX1I+b*hG}5xf3ypWScSEOH|7` zP)Tl72f1-VAxtF&B*~KLsU=7b$^*^;PaIm5#U96Qj>ffSOCydXj_thJ=$N~}IVy*; zaFIv9AC16Cg#@5EqA*w1gH{kAnh`D)rBacR2VctwrqoU$nOupPh_d7jc}b_F01^8} zx%6`&PGzR|D-sfmU?7rkU5|dc9L(!k8gZFg2XoAsELoc=otTMPic&4(@gPm-Ie47# zu5L_0_D@z4AV3|pJ7zjT22a~5n5957STaJ>mBIi-mUMC}J~0IoT)b1EAVcA@Y6gY5M z8S{|0LKT#eC&)^X$Z6fY3R?OiJ~B^tq$|;)B?1|gl1L)(yVnOK)5)@Aw0EJO&6qj; z3~8dZR7tqyWJn=WqPM8ERsfbd#vl|T2BEMg-nFsHtVEm)DLQ2b3ng<@P0?%&CHE`8 z+x?)en&oLuOr_Pqjd)joREQuWrDVAI5N1V2CdVWgkrg5o^1BcS59hm=l~}xClR!$Y4cSA4z?l(lEGgWkGVPP9CL}aVV4j@Iqm5DKd$UHC&+1?8%2=o7`Ad!9)_1E2pfjovDdYH9&F(G5MnV$`L`7 zCyEJX3xw~Ky)N!ItzR-lmNE*wemFN5I`<-07a8F_3ox<|jbH)Adl#9I&KA_cQ|Knl z!6$P9OjI(&9VANO?@=qjP0W}k`*!?;6WlW40(Ty%bE@C$ho>7W)6OX})0MFtW;a2; zPpbk%1`|?*lf~Gf%&7zh9D}^O%P1A3B|s9{0Kyv7#Ak%P7tBE%ZlICEoQD)cU5u5Z zleuWa2Vyg`OmYep1UzkmdT=d58bNbv60r`Eh&ZJcK3BO9Cy#^XYxtbk&v-a-#k%!% z;UDMncwmcTD{CJVp%g$;BHf7z0oOvz;IztfQ6&}kCBtKIEyf?xeDt7DF3p}VrUSUXE)=XJi{}& z5n(EZ&F571B=Pc{Q4oElVaeQV*tVt z5<~OQQnx-q452ow(RyfQ)5~9f)Vha0SAN3%PC<0=JdczAwC$<%mCnU9gr`c++kU)e zCIEe3$0j0>0p_}KRVth_iBh>1T|W(DAdLz9(ZuK&?;>OEUc%gA0p?#|< z=bTxoyenr>oZ2n;y4ihzLaNmqF*x9qW=7qZ!XzTq5iT()&!jp76chn+P=N8ymgs9) z9UmO?bx!WR6Roe`rLJeC z0b4vJ^jy|sz0f$`@0!4sQiuf1N!G@~*)zWfM=wvIjrpg_Pwo8EFd~M#&)Fkf6s$S( z-`L(@kwwPhgN%Kw%6~2Fi`T3|V)rauHMog*f%JsQuks3VtZ$4G?OoB39Pi3SCwX6lv z>Nu3)%d{-vANyE4Cj26?njA$aQj92=rE#m$BpZWA<{TFi3X$lVZ`fz?leR^k_pr`Q z5!4^wq+Pg_d^;_SNSO#Jo;pRju3d2UVI^X1(Zf5o+Ge@Xcay#`#)8RNr}@YqL0k%J z$(74}yLG+#eBENm{MMzX47VvxfsvS`65z}?(4Ml83wt3G5=%WGl}+V9&M=P?Ip?$& ze;|y-y`^=_Nn~8s6!fK1>`S*neXwI`L=}0A@z$0nQ8G;n&&nz4qwv{Dq0UU&gekKl zY{pWEn4`N}ioOpoXhbB9WfCLvT|_#NNm_)B-$zg_M8#182*mn@rr(Jks+DqcV~}b2 zevBwV@oWE1X)_p zAU)|kOv#)$!9)ollL;kKWw{~aj7XTtBC<*?P`Zvw=6Mu5jQnIOJo8b=>dkY2osBFG$s`vhCVF;5wQ2bl@lXl21}^|qAN)R4C*)Iop6F7nv@LU z41`}cn>LcN7Gs*;olUNF%XB0-Ops85GLv&SDKnHJIEW$;nE^OL2FMIn6_U^im{EAt zi-glOkOc-&0SU+-F4L1KQ)zT&5JE)i>A! z2|{(6`*dOsCa#;p*xxjgsUcWXblND|npy-2LdDWgidvZCD+g0LB~Cw88eo{F=qEb0 zP@u#?0fMhg3I7&;0#&4E%rIxK5^^jdCEPtM!lR^=;S_lfBqA)5gNR5q-oaD*gMyf= zkP;DvCuU{T}a>=1DMR<6tE)G#v(JtoX{uOz|1OC!fOUQV5~w+$>}qODNg{&8cCTXAh?lP z(PX9|L9m;d$515kDwp&}<^&j7!Z{IK#B>@g=%$ovd+WaR1LsUmj-;gJ@Ju)p6}hAw zVr>uV*`+|R&aN??4O}u`GAa2b%1G6*z3r`jD6dPX#A->-No;J#)8nA}41m(ujJyLN zIY~O@-ygM&gBr*!ETyTdM%_y>lPA zg@4SRh9Ckn^uHn~-aj5|l#Q5ze8gnxDKperit7fdGzP_yFh-P6=F_PLEr6t3ga_0~ zyq$|xauqj*UHXC8EU(JH8~Fer05K?pQsBX;wQvCEBoLH`(v+H9la^7-Tl+%WfxgV0 zg}AVpR#1_{+{F*7A};m@4r97jdpbY_+rw$D2Itm~+ovCc&6 z;2Et)lrV{;&~OlFDU=F}=Qo@ykEfQT^mdk+N!~dS1mX-zkaGlq)oA5cy~*37osa8l zxL}xqFUNA*^RF974MM!E7e~pXXVSfnD|va0%PhS<9ok)LjyoVugnlSUm~>HBeL*%m z#dLEb_sn5D?hVwmz3$m`zlwR#d@qrU6Tf}98BQj&E{#;j^n9b`RGoX$S)NIyjECUC z)Vf^D1IZ)pltIl@m6MpOoO+#dC1=T@#M@fA&^_}1JTF)7sA*z=m8zv~eZ5(&j6*M+DmnlUxQCnh zNy1{Ig(P7o-f5k5DQNli|KTB|kZp21iX?Hk?Ov{lpUKL_&T{NyU4q-3O#_p`k`4QO-L*2J$LGg@Z9$n6i4Zb&Plxks_&_gp(b}cdFmj z$8bz4Cl?NzMsS}^ZbNeiPcDlVl2?rM}TN$5{8yC=OVi7uQ;(uuM*8Vax~vT$io^ zv5@Hq0x6S3f|oc=3)N~&m}$&A@`3zFKc&5Zd(hI?Ux=v1pLPG;aKdIuYMEgkX=j?j z_PVSO$BcgAsVs9=(12Zx9Fxd%VUxw2MJ+I*R%#?A1x>8j!;5$E^Ze-=m&$Q!R==v4 z5%yz=58n5MS>(CXWZpkrtz6f$+I-<;wL&h4_l+}>DD=W1TxL+`Vupw2y-Hht{pqp4 zASv1VdC(XdK?(UlE6ajqL_XwxZq~YD7QS4fP%vV2>PIt*D$Y15t&vxv;BtmeVXEiM zdw5RQ-rM}q#OD|$&tq$mQBM;MUn!B>X+Cl;wT|v&qcBuv>ZgIH!=bR=KQW3gS{?Rr}W^dxeQz*)E7TB2{|Ue5rz603oeS z#t5V`1M7K-1zsk6(Q^9bxKp$9TC|H!rtzo9zgTLt+o}6PWl|eK$x^qXH^Xc44D_)TS+4fY z_lR6BH3yHCb8;cYy61iRBl#&|+D`_eefDz0oXhXOUA}yIOmC&SjTz9ov8&k2 zOhhuRQfwd(X{sCKRvw3N6`DeW;lfkMJTgd>*$^RwvIID%YZj4@V3^;5L4~+(;pTCf z4r&clXX+rQQo)$kua9?{4j>$0Pm0VyL|L$Gqo3))kc1$so#4`#EW)6sr5K}I4AN!V za5ki|6scC((o*1<$O?p#MOwAFP94WVI^OFQMDM$G6_rTFtTk58nW#dmXH5&?yl=cp zRWMs$GcqkKL2)t#lwHU|GMORio;H@w7R7QBpRG7Icok<7a3qi{U}j3wFwN;JcOR3( za!eH|bXRt1Pke|hX5BzUNpdQT{ABw_E?Ed7LwqJVC517Ull!P10C&Q{Q9NKoO`+=? zNvM;fSCXX~GWIT9U_IO*1QjYR0rs1h7~(P(d3cjI4sm%l`Yuw$)Qyozm9mh9QwdH0 z4AXE%ZiGwph|3xLjo)dxUL~ej=ZqO$poN4ToH?1G5-eWl%*ylGgbjD&v#>JJ)c!65 z7pzVf<9CsDuL1^%XEU@JJi-`pk&EE%G=N%Fr1!&Nyw)f4A2YHUS`T3=MVdu<9Clqn zPDJkqBHhUnL48X^OrOyhmc5OU-9tGXabsAU%`TEPT_ zmU50Uh6}5TQKE7k6w_*IVGf?Id=Bm0tbp}!ym!(HkM}(bM>PT~CwUhghtSzrQ*Lht;@4ZvB2R;I*zGNFfG+Gwm+tCwRLlg^7ah-)zfd6j zlkr#hr?t=9=}oph>%Am1wQkS5y?&|`F2i_QnJ7s`OvLU|-AAw`CNV^Wsg_)N(=<{9 z5JJIZpk(4`Z_bjeND73IxtOb&ecGZf`gW{;zLasqP3@_{{yi*wvd)8 zmNR2VW^#Jv+FO=}EEJw|P8&#GhYZ<6E{T>T5gdJRy?&d^8PG&o&ZfQA$(*I2 z4~A6M)5IS$V(cH@HY?>3${%pq9*Ym{$7?F0Cbc;hH)6$7k5V46kKeu&$Li3CNquie zzi2G<>wh?px*nVE7A5`JppJms`b5M;UeL-WejG!)FXp`8`Dv_A4Z*L!*M8RWdFW;3 zGK>%=CT!su-EEMU%d=z4)8)PPFitWLe_5V?ozt9HbU|y&`f0iT3~qS+--J~Cwv4NX z%?eZEHr~WDpHKfRysULf`IqDT4}E?+>60b8@+4ZLM%%2^nB(OyOIln!?98#BvR=l= z=R=;ZKYrzUS>~(o*QB=^t=g@hmvd{d244$Kkx4{m8eSxSOdd{-MqZn(>#WO8${LHD zG%5GgkukgDm}Od2jEDAlW_evMCqHlP`i#1K{NIn+LY|_EbJp6LHa~4tjryr{ZZCK2 zbEldnPjQA_7nW9}Wtz;h|KM}1Q!IvhN&m(CLSIHCNnUmO{ii0ck7(tuPuqOS?O*rO z=J{0C@ptWlLEj(!8#sAso>#(C^RG06dH^7~IvEe1h8}50_`vhukxT`n6fK0=yNwZZl3Nq6)w8BnU2EU+ zA@P)E=Yx21AyJhoRHUCM^v_58sm0IR%V7WWxID(pTfd#ZJiWc#W9mwA@(5)uPknx> z`TdMO2vk6l#l6vRdyRvrpb&YQ!HC$kpj6325D7xM6IdmPJ$dc)rzYt5`NzI^($iYn zdKrPJxx~2TeQa+J6nb13w|RTx0;IcB8ZiTyBe2_tQK~LZg*byLiU&zz=y*#`f2XcE zr*bYD6&Rm6PWC~|73H4@g?H5PLUfW_Eo~JV%tq*Br_$Xzccanm(u}d3p=1Y=h*=o$ zSS8Cc1~|jqL%1p=sF~7ibIb*WL)^+l1yNQRw`zzG{IU7?aDQ!a9s1MPI6=REZp&<+ z|8?>@g%mSpaBq;vt<`l$l z@&!&ez7{R_QqCgl{IHJarT;${&(#azbI#(~L5=x&zWo~_`|Q+0xf;UEnYC)ob?WRo zd}xZ;;*Wv-Y#(o-H%f`$I{xJ-pC*>RyvYkg!a>HNN?~)HZ=B=%Km9NE<1KA+G6g5f z*-Xll&uVj@%H=EKQ3j>W4QUMH=gGhHA1?4CfQgT zDAF+@5t!-A7Jdf}VlI>V8B>Edp(s-8DzTBDVNpD%NXkt7FlA}3K-oscolB4r^;QZ38s6MmfJB)3nIV_IdJs#lf^QJA$C z+iP7!>pn)$A+?akk^3*tAAGDGOqGLeScXHSI?|W*a0{PBl(PiN7`9Q8xY-FEtgB@n z9)WiBQJ_sqU&w>5U^Tn5kJ#TkXoZK8wH#~e@WIul1Ia)EKv3caWZY3ii-Ku!+0Gtg z4A$8 z+VEw}my2fM6wHLNXNg@4t#bMPyVP(`_W__v7mi3vEASw7qIkFITF_Lf+PQl%l!d&N z2c^xSo!h6UG36XXrBGGyHmcmm`5g61*BLK;PD`J{PGtf&e}23C=oomk?J-+@jb-)r zOVIbiqA2bhA#O2&8B=iT^b#B)$X4h>r{gW96DP8fc)SCR&^Xt?bkYQM&WNltm+7T@q{o%#jp-#@YH+FG2zNJ( znqF&;kZc8Y5Vev*wMTu7qp3<-Sy7?25Gy~@ z(l5o$$M8{#h@x;rkdPk&6>!ny>N7oNhH*w2n``AL>l{`~+(?w+sar}9{%;U#%ug64La z&sWS$~Y%_j`R?qki1Co7K92E@n-`igi7v^qu?&3l+OAZ_l^ipFSX7OC_C* zJ8O^3^SkCB*N?wEOy17g=RzftPpVxn2XFGj8+eKRQl^&EF;yzN-p2P_f4}E)&VO8# zSC7_x;ji@Jf4wm2oF{+!e*64oLyvPcUB*e`5TPtNB%_$Dvuu~$$9bv}FU9s)?{cFJ z!j1l-`NSyh7>VSm*wy|VWt;P~*qLdp>)U1PD@y6hn@W%7t`O*8{3zN&|Wb{N#BO%qi(iu{@v+_vejJcF?hT=y7&hB?|gh7u#g88 zXKmw2AW_rnIWFgXI?v_2^Ed<>ZP%&c`J?I^(LCuow|{8yz0mJu)z^pDqWzQFZ;|-@ z5)167m&bCxq**Bs3-Arqe3wx_pkdwe*w{J7d^iu^|( z|I>NNPqE!dM&VJ`f|ZJuw*UZu07*naR4ceVRzH^SC`$5SFW0Xd&ZVz8KR)uG|LLRZ zPvsHy+h0Gw+<&^$Vjas5o(6xW_TSToe`^2m%TNE~Uw;1Y|K0OH{G;lJKfd4Z!@TK9 z(cR87FvRiyx;>2KzdJAgC-?O=-=h5ZryTp!+p1az`h#vIvvR-(*NZl9$H}3a!yxwGglSgtuX|Cww3jnFMcy_v5cz-sbhw{^@@{um5hIuQ&S_X<76)?tAN>Dt|oWcq?k#zZd`C z65G20+N%8%{& z$Hy|`+U+MRKP{=({e+IUpJ*NK6`i6}34I#2hTqouDbD9l$NuyEubbVo!ItOQo{x6> zl)sH^Bd)Mn{M#y#%W|)hAIcebQtoH#$0wG5NV-swaSK@2k+Z;7d;$a2P+ql2U z%l?7;vPgur?mtcb*7DQmTbvK{w?$q!eqY)ch`-!N#cyN!DXm{0LvKm{lqwI|^?WSz zB(nPzKW^HcpL#v&?${!4u1ecU@wL2u{pFCCc08Wepfv|fgX3)+-@jk|kgxUae_!`e za3Ov>d>i?f6-wX#!_U9>&tJpKwtsl$iR+(#Zg0OmKDb}WYt2!!UwXL=9dv$sTekT> z{wM0YJm370EfNphY~9jxP`&Q@>8*Y`o_@YB z?aN=J_iv$nZ&Gsoa4)vM-q*MPyy+9Kx5rB7Q=?y67oOkCb&tHPKmPpr<^CxiwGJac z?QT4D@+|Zy)J2Mxiz<=N7?;;=j!RsB#_cI_T=MPNzUbrsuwQ?o`R^W!|M>XVUOV&K z+w%Iy_Hpaiq>`|hZ)NOPx9gtEoB90b^2gva`PzBApW)M&a;`I|@DiJkW`mc>i}`vU z|M(Z4uk&r^6C!*pOaEB#+-LbT|LrnH&Ek-5h48fG6%SJ$pX5ot`A1eBbIb%0==|ej ziq_>UwQsi5Fs!ZGd0$~)xAM5%Zh86i-QxS}ONsOIb;MtW9z`u<9P`cEhk5-!zm#8( zr{5p`51hX=ysdJ-v};2}ylnDPN56t@WVU~4HQol}@{fBtFWd7*wGH1g8hXTc*mvdH zVF%9ibM?GXf{#01!uOT$YF}sn;iQunlOiqWW9O1`sqVBIJ-N^vxz>fIA|oc1DfRSu zkFht{LVq2;IRE>Df8DtlfggH1K0WDg@)$Q;K1!XhzX`utKC(m{_pq<)2R)YhqDz+L z$^7H~7Pbbz9qB$kF1=j(AD8pn&DO86JIek<+uk*3IY}cb-`?q@hA;%BtcTK5ni;?2Jq`@_~c`NrquceXA zynQ^MZnG`ZLpZ0{DMOf-Mj0BNIt9-j>f<%HGe? zXuELO3;S#F{o`?s9ET1QDZX5~T+e+SU+-ATx}Dj*8Q*fuoyXilzkkwkg>5RONiT6k zqPSew*GqY6;_JRvuH|VII`InnbMb9Gxc@%(2Q5#we(V&&cIg)Rjv8t!)@4xHO{VFn zN59i%ZDk!FVUnxoa%-Bsyx3y5map&XpvLCl&Hk?t<-oh3e%WFDCxQ$ce zT&l6p9CMLITe21d59iC}gD&mIe2ZId$A5|8NlTVy;;AHBEJDdAq{}kO5_M$}&8c?O zQHJdYKb+6aX$_sEkE(S#ehNl`P27$p$ZU8B{FN)156#qyi10$NKlnPM;q9aWKpe&A7FF zrH{LvVX@q%Tmx5?%S@iiZH%tldHeXF%nQ$XPYk2E%k!jS;G_f@r_&rX&D%eUo6a}S z^ALJe4Mw5ZhM-luET(E>7NizX@x1?0IO=jS!du*NrMzucZkGU4K&-zv7p{|NWDv7B zU{;te{Ey+qXs~qgL+4T6q2HGqECC9zkPAm;5`kPAxgVlHkJZ!Sg)^Lr@U21eFNx9K|cA z!aPI!?*8k}W{&R_zPuhb%QT4Xvh)cE3DqmmrD7)4C%;h-#PKF`EdVM$5O z1i8AG#x1jJ<+^5hN^D-1m@(}{Y~^wH+=+rJ*Va6$QmetxJ2;avsggR#NliGKjLMcu zSzByj#BrgavVA?0IE9EIlnRw}Mk7Ggls2$7m7h%6FGffObtCSr=5fsI8aC^JBo zVQym@5g0~Yi)GCe$u&aFixHS=D*2j7#ngD{n6&e_GSPG9>WPRdys2iQCGeA`AZ`?^yL&Fk8OM|GpTuX5LB}tRKMB6l{Fjm~ z)2F)Le&)+k{3*{r>FuBUV~Hl%r z`zB`(Ho?+1F>Idp>z7b@oADT;kG2Ns;I#3n zD|5+(eXVWVK0iJE{qv{KELC1!|GMZI=i@vmrmB*VXI?5jR>$#wwEZ=%{z1Q7&fbqv z$6s9Lkkf~|*WtG=$DA)8P!O3Y3dVe>A4Lqkdwq&I#vE?W1QuaMNQ(U@-7hVe^HhH1 zc=!m)mVI3VH_u``n;w+9-|025F0iROXo4LCONo%YUY_gBcYsl5#^}d5%e>Rm^}YRg zCXX<%#K4%y;}v6ON*ZU5$TM?6mLt9o3ACz>NLfKj;@}-`#|Ezw84+hjKJ3Yy2r~(GeJ!9UVHN)6HCV- zj*5ZDxf*Ix9~>TtIBOcYGN@dLvsWY_hq33H$N7 zzvZezCu4NPOs2Br<+9M9S9hJ$V2QU$4^CXB?v-kynkc9cb>*%xF5z0}T&Q0eN0uds zGlo|Bu5HNHrOZ&GaDvkU(PBfXtfl6qq6@tT6l-P#A(ApO+-DjX$n;~(jFy>?$)k_)@3cZ@5 z>BIB($HA@_DDS1Ebb+nq%7oGSWgSZSI{7>&B2dwKM5L49&S%G9kZ5ILDher7gGQzpmEj)qm^nm?ibh>;@H5g`WUUS_CCBOJ zgg=PFw@Na>%zh9DtyS}v%tyyTD%Q7*8ysX`6hDHjJHxUNAtPLn%Xy3_DvRdC=$%JT zj#7x~8c_F$Of3wq2JSt{9h5{=T1C{59FYlNmV^X|JRr=hTI;eb(I0c3#(xY6)USvm z3pp5|EZ*He@U8+^0y2+lA8AQruO|8acoW>K=J)tNPMN=X&&Hd44qwdtLX(fO} ztA)g5w?a~k*#S=uu$Hwgw|&~exj=|E@92JTn3CO`B}7D`kxz=EUdveAtVq#P-QC8- zJXL4~al#`cfP@kYWu|*(Fb|+JiLj@32@t2!Ll>pmpn`&QfP*a4tYsp7QLj3fj0-a* z?9E3OCap-ZnL+LaRqA!*mO%+inodVZLTgVzCQx>G-kvm>0-$TBiK6UmIq z()8V$RyaM4Sx^X^(Un;^NsNm{I3p_qpiHTS8;~$Fa-b5cZuGsq+NT zemvKG6dmV!ScKQfii86hkr|*+B4vu1CHnWVJN39SqQQx1a0NktilG!m zFTLv-$iiHNZBn>W7W_^8Y#!4nQ#rtClx0ScxQMBwA{dbz4rfY4QY6RwaO=UwWr?F0 z(m_eVlw24{rkN+QB$SB+l_*(^a!OGXc7&&cj3|S+lYF{Mpjj(Wkhx9}LNXLE%AkOf zCep{+X)T=R8#q&A1OlikikUXdHDi%r34xJ@SDP&H(DYaXo#+Sr1C!NdFrLtNXb-ZG z1i(%*h)zNqDGBmqrV7AWBWX&yQcNZn_?pg?3r@*}_W-}^!-$iT5+xFx3I<6Ehzv+C z#D%CYJcBqHL<*)9cUMEfq)emi!pTT_M^uk)vpVUNWw@{}ni?i)j|Rpnwh^Y%5Hd}` zFRWMCEx9EusERC7r7r75k;~5^Khe-Jzv2E@-g!{#PamDa_PtVYT~1rv z1hO&1>EYDVhYJ~WNugY~x1-FjW#)EVEsGbY^>Xfaim8=I6;u$$vIN7C&eT){Cg<5+ z^COlt3eSvu7gUKTr@IG@gM3n=#8&*)oFraNM$6me44<`U3eRhul@W<^WbZ^IwV<>x zoGC>5^n>R5{h;H#G!N|}iDG#*|3W-ze3kn}>g~0TZa=76e)(75e_-qxU6ku0o@9|r zeApM;&i|z6KR>p(1b*uMi~Bl$nfhY+qC3GaXTfOSg};>uVG20`D$$#bbq|dA^8C?_ ztQ&b$Wk>{Nc<<=!XE}74UTFqKk27`W?n_@6V?g#&I)g{Arwswml}+_O+VLXH+QNAL{mvH$R}CQ z!9Y&ft582-sT*%J+(#K_)g2;jb$Bl zF8iNs<7}UpF4ytlp#L)B3T%UT_)Bpw<+)O0DOf+1^A$87`q|Rg`QxBv37l^|Mb!iy zh9$E4pnSy|bT*AP5Tf;zc(uS7)1LMkTZAeVs~&r5H+p%pz?RnbpTNFYOnPbBu$}kHI+h{nw3j}o;XS93unusBAuM-5Rjh1cks#M?=0k$Z1 zr*RVAmivG6{h5DkNjRS$ed|U=Y`Z+~?Q-H9`5|TH%U&*Dm-;dI`eXOsf=_APd@WsQ z%)`e$?w@8cyS0$pS&%m1yV@W8#ug)~=&8lXlttu;#Li2{^f*IjSf5n5-LlfpFNaB5 zVKbW{%4m(he4 z4I?u$t<7i?1xX4!aV#0j-H`pXMjBKGOW-8f z)>^5TDRX;;_8>@I)rp*Ap4%8}^idC6HMy0j#R@~R{T+?#K+j?*ZTKd*Nj_@4!S9l@ zyGE*O6Hr2{=>6lSt-J-391?BCTUx%Ft$F3C`lRF>Xzqei}<4MtdAklQ{z|}(@DkPsJ&?#?20Q0qGsYx5E2qyi z6A{tim=b0ZlQJYS44E^65R$owvq4gWT82<$WhT!PTxt<1)7--G-mDsYw}TPO1WO3kz1_q~L;(BXB@^ z@*yIeLCi$3MA~#p0SwnFMVKNEa~D=HhZm*M!Vxh*d!d9>quas%wxIBghQyc@Jp)o4 z1lm|vMFzryK!v>Kod=gXIR+jKRFq?q&%W?>gro$$Ps`~Hh>W5%PH+$vLgCEBNEmoR z?oo#EF~LBHad~i#nAZ}@EHw$?Go#b!WIgl)r?8QnTr*-8NHwX;=*j6B?oLFar2-k@ zaWrw`VPTV4bPWGa9N%1opSI%gCJltR*oJQ*Y*V&)7l5=2=F5hrINdQB2~*PXFL z7%bswKQ3dLOQjZxtX+!?|lYdaplBUkJj2QM9?O9|z`EM!3 ziVU87^p>va`xrD*Do6rk6pmodrgW3AuD2K*{Nf7%S78P}NU9SJ0Sc3HB(aH7F{#?) z(q{#jkv6Y)|LI{b&!1*UrXw>*h{}}k2)3Nrp&mj7tvE-%IleD)d$8s7dY`Ghugico z&-U`*aBZaE>AiQ#Q6$Pp^n7$Vy*v-BT*B$r{qH~L&UA`>#jEyF>@odIdb#s|`Oo|J zKLi~mOW{%kPMJYFt}<8d%m)r;9)<6F&R`LW$gNt)T*@mJ7mCJ}-~4*r8(< zF1eI`jeQ!K0EzX>+fm6stuzOX2ndKRjp$T21wBK8yJY{@8>Qj6By62hoCJY-M z55T{IHCpKiKIM;$5J;v_yq*7Hxs8LiG?U6Ch%)kwPS$Poebn7-N&c^qZ zM7)ey_E}zV{M5)pY?UG@ZN@q52%gmk^H6i?=QT~jMp`y~EtVc0&P7SiusyS<3y&Ud zfixi9DM1thUcxjh@q%J#5yg^RJOoOfu60t7*qn!%q{wK`il1`)8|GM~&NRahEl*v` zWA8{_%T^NkGV&uc1s~(FSWE`_{(3nogbnRT# zC%Z2RvIiYy)+(imD>Iw8i>RpyQxKacb~YnfGD`X~^pp|Y%IlSq=|Y-^?H9!!vX9S( zijj|_)&}637Iw1L2sx#Oa?C;LQ@y@O`4D(cyJcq9PLsB`R+x%RW`_ilh)B9X1E2cx zmFKs`dnNPSPAk1XpIKw(p-WPz%;ICMd#iV6o!_TC=G^`MWsZ4X3h2}3UtTtEoCFrA zu(GJJm`doipp`JOH*|x!r%z&+VpJ(5C^K~?X1J%FB}9|VV!C(*anTLSg*lSO^aIf) zJOZ92xU69uER^rB{cBMs5VFlwM_3<)Cad`rOPW2_Ya7rJkvW%2i&iH+@QN>)SwtZf zK^e9L-CFfWF=k&Ycr9}+wj{*L2g&avm&6m7rO&LGD!z!WvzlRsn?O_vPw`Mir;-=o=!r>9yw82*9*-nKx~u1NT;wQ@{G1EGEX81 zm7q0gkdn)6$3iJgm$YE6I9;Z(IN|Vdo+hO!DCe9`c?y@BK|&UYAFx3&iNO-=7spUV zDnbaLOqZOnq{@~tkW$o$KrY0u?Ps(Sl?$=3*)j(_H6;IqumXxKPLWCGN~zoJsoNYD zp5UU5xF*JNaOHQD6=xL7cV81R1=!LjyQqfH?5IUlRuax6%4Bjz2506B3P11R+++bs zPH1Qi2}_}K+Qh*Bm!&^jmLcztJxa z5@8Al=a6!N&9GU#aJXlB_=LCi6H5|J1{jfF(Pw&adP&ns|a0RJC*_eqweqs=T ziIR~>J??c3vfbal!QH=3gohS>*(SI9pw2>39FN+c*e zR(9qAGSM_8_h~-FJOr63X@yuKPag?`(t7Vcj1Y@9QHF=lKsvZ)I0_{={^20hv~W2* zk;$HACZ{WLM5by!1Cwbk$|4z&?vX$p#G+nBQoCUeM*|=$ZD6FdB!L>)hn5e^c$*j= zXG!{)>q=H-Jwh^(6v57t9_BeSKwdJaNX_s-fFwa+YRBp~I@W0YSf*jNUZ0QUdc$Kf z984raArJyWCfm1UO45{)*(`EqT4t|{=&D)JGsff*Tu3<;KOUDdTC}^j-KJ8uS?Au% zPie?xGHS-km%x+7kKvtNN;H*PL|rHtVCv=cB$@KTrY8@MN$MudOy%Qvg785R&#=k> zftwH)3bBYDz7xI_L{bDNXC#ZTY9UqsK|z!g+>!|ZB`IlejVyqCXr(@sS^&Zv6a*Ic zl39dV$ys9APVyt2h@>Ex(#8w17 zgU0C`605@Iy8*Vdp#|MqpaNhZ9(8E3y`-Pdn`#=7j6g zuEBHCBUis?@m{1|s=bQ~fiTl8ET%z>PTf8ogN;apP+{lv*S(0m%fWnILS&0bMvD}as42vv7xP&2+ z+yzcZ_{{0veY4;QWmZoU(m;t^oPMa!F@&v+STl9uS=3$EJTrInLF_ywZO?P&vd4TV zjSzSDfAm8vFf$JO6zsKlYfpzA(to?gwemQ=pHy?MYG=s%$iXh?H=a9~y|Pn{>PaQC zrB}0$dtL}>;RMPgaA8+dd8{>QtE^=xoxS=!OWvQCe^`!# zmadDHg=)+5|3zp@but^v2@PBzst#(URf17?^4Vvk8DEf04vr84HzcJ;fl2!`UuvtH?Ju(2oNp|2UUtV-mah|b zW;^1wzLD%T>MtpW%vUS#@1N+WZ<|ud4Dn1$PGFjN(DTTA5FOEMmQl`*=$7Z>m@e<7 z76_Zfusw$-9mAhE??&&D!y>{YlXI%?-;+80po9{a5Or(E@OB;Y(SaOZ*jh?RbrA2F zh=`a-%i=C+oWA_{wMCIxypi!3GDaFrRQYHS6QeUm#0=6TP=-hDV=iFOOxihS452X+ zG*vv95|pHgq|iChA2O1ZJ%UD;8B3(@WJ0^rP)eAY@j%IH%jY<1K4@jSH9qrXIchl^ zE0X%$!WgtwG6=Wia7iSVS6EGbgF;#ilX^k!TGhHXpUqI0S{&prH&7rk_!XYvG3g$0akiOiQPZ!bj5k1vgiKD~yW z{(6-fEcbIe(#YRA#zoeQ?LL3M_GB=@B3i2%&jg z(SGyMqdy{Zl@h3DNFB%F~>R0w3c%NuOqeoPZ!i1r;q_mBMn^M2THvINlqe;}d|r|@)^LDmVQQd!m0`JkGMEFSZok-h`W{%R7 zt>=J}P`J)fTB`93awO~EBoHC-&Ns2)ZVPE+x^Rk})OY{-i&jp^WReA8wJIQpc_WJ!u1F#3?Xt4t+$Bs_B9qhgdy3M&EOU;%&p;|mF#M2V0wE%;=BKEBz_ z)IiuAy|)L2A3mxnLiB``#5EClT~Qk1n8U9{BRJNP@16FkU=C|40= z^~gT=buGbVpCEr+#T0xv0|@ZPQYFCusHe$TDVULzP6%RS5m0%4ooeubShE*7ggA(q zDcmCz0FapkFh~e4gA$s>(K(6IGA&>(1m$EQa1t4lO?S;Fgn0*hD-|kk;ltRG6-o?d z`gp!{C8DBogl7h%i$2x)mx+i;f&yqK&z5q zbQcn0bt7a#BHc&+~6#DzPXPnGxPK z&68f%p`}E4jwsLqVlYLXOcC%TVM*eTNH0>NBwRQ}j0+C-87>q$$P~mMwMudlsd6ai z0g5Ej6ei9L=g5+o_>_rY0LDl~auT_o5+N>&)O(#MqY{DlbdP)T{PRoZgMwUrj>83yCy6)ocEL>^M&Jl=)d}098KZUe`JDr32u?HNDmK|a8@%& z2xkde0(DBc-(-2`UcdONS33yFRE-s_dXZ#IU{V%W&P-q4E>1OW?w{WeAvrGP?b9kB z)B8+LM>r^x!jWE9Q=v*IONJ8<5(eMQh6WU*TZPIsq21w8h0SdCnMWa3C6YM39~w(c z7H*5hYQ6SiZB~41;0HNKR#1kMorvT#JCphj@?% z7ZzV2KIK7LRBq%(Zpypx6+p12GdvSvN~cVhwR4u_S+Nt2QkZI;oc6+Mnh_rf1J)!s z)$M%Cq=XP8lOni?inQgozlswFyTX}U$lCk%_Wmu!pH@`OfdhDm)>6MjrRg;9(|-5u z^H_gLUF7U|{9p*iF$J@2VDOAN#~s(F-Q{%S>-+T=*ZXq3%6`|vhR>{p?NPGdWDQzK zHq>Hz=4pGy^-;+ejr%_NjorBxI6Mh<5iCC`1<;=9?4;T)o&SBXMF5~GxD**=wN zlT{z2{b(FEuUQH`r;Z;OeR3pJxZN*3XOw}qJ0;4hvX;5|^JAA-1u~|ObMQu6y%y3e z-zV+J0@#S*+IOyV?Gi{XHkp}}f+z|JO<<-Mwpu_%91_kMK|!d=#>Ge$#YIfSd&2_{ zAF89Kb8rrd)X+vtqf25Wc;St4VC(@)`JsI;MBwP-tdrGhqTVsDib0Oq2~_(Ony%6# zZIz=6lWx?AQ6NfOh_XKrEya^9vl5h)NuPT8#=|cMIae=j6oo}Q?X`b;xh`Mrjr7}t zWsBtxr;p|OeJjzAk#;ugRI3$9xAc=v=OO%g3u$yXJoz%&4GsVn&cPBZg$q9}%guiT z+sEfkvS|oou<8B6_0~{@R8%!&PNjj+rTQpcb|?{ulPQzj6FxFQM6^cE87>16Qk)o)GsXx|U&mP#4U`n2 z)6}JfdPJlTvLkc)xddBEpl|hyr`a44UWBQnjegj$YYlo=I|X1Ku7+gETh%_f25Q={ zIlLu74i9kwgOOyGmPtk*$wPB;;z)%19K({iu$1ei&F((H$;>QTX82*p^pj~3NR^W8 z5zZFzup`czl>S&BG!Fr==9>`jFN^^w!oHJH>U#FK5 zu4yYPOdn@`-M?P}65<6VRh(*|B!Z^D3&o~6BYlh+0zxh&c!G(DD1b*LJg)Aghby1WthH@5jHjkXa9#SP-DdRrudG-Y@B8Wn?3}0Vz)*uQYWoC_F2NQ?I z;0wbM&Nvt#Vp%E?ge!5O03}3~Wf(C)X|UwT zND33qpe0EXSHi{sCz!&?HDYjD&N0(6y*nlpvV_k`fQ67!QBp#wfEqB_orKr{r#vJe zNaNK=j5(<{ma$i2P6rO>`S|zMUbp}U@Rw*EXcAK za>@6Jmc*2WW}ztHni)hrQ%x4oLK2DTGQ3UjWS6ic!^ec!)hG9HT}!9+B=IHmgXnE8 zNPju%rP^y7_d$P9pNemDS*}Ebt4nijjvYtWF{{(J#Z(H38GGR-A`~st;o_M9p$L}$&-pnq2`9J{1!r&s zlJ6JEs=-0sZ3d@?YS4#ZBN}2$*}~Xor@;yi)huj?9_+&2Jc~#Dt$hzCRY+u5XrfY* zf5_3y!lXrm5%TblP8+6s2l^>+YLr19k!Fl!2(hwe zb2N>bX_Ga;mLKtE`a(3ASm7$1%oc3O=jj6xk~Pu7B5VXkSV8m1>BgQ(l}MamkyFJ; z$dyJ=vJz=(iqz2~f=iJiBf?$aMRL>93lA+PO-XFi85v2t=4vrA2S^x5SELfkLS#9Q zVHqaD8YU%6iJiwxs#X=%_fG07y4v^J3-lFPv%Zong*MiEX6-hVsX*BRbC)E_E;Mz2 zh;z)p9rR^MAu1-o{jaa`ndM$%k1VD?zr|8>UkWA@>NF1XRW-m6>9BCNCv&(eQnJFJJ zx0pZ3hd5Qe3^|q=%kQ_Ms3k6-hxYF zF`_Iii;=vispdBFm~M^?FoN>*JVGZd<;RA(xQe~4TSnQY?)k7A>b^(mS!>R=z8hJf zJqks^T+$*at&8yo<)PG%j!hCsP&k>A5p)?n!W7dfxe&rEK*Da2ku^sflQFHaRY~YM z&{9c22xewj>xUfQUao(hK62cHP6#gvF}Zj-xSLB(Z&C{+5y3Mm@>pE^)RXi^^qD5u ze-zw3i4>5Ujyd|f_YQxrcA?LcY!s99JNqGP@z4>Io1z6OyQu}zGD5)_mH`5hK!ieq zB}HaL7gE;hEJK1NxTaTYqfU`ol2D=TT-V`Rk4ooz1gEuS>PC07Gu7X=Rr}-f@jaE_ z%O@hfy!a$e>ldU-4IHu|*p^|!S>DIl&wyj8XH_h#lfX9x z!utA-2uxLCzrEREx*9KD8DTy#xUyB6ua`j|PRBWE0;Hg7XhAGe5?SU9KiC$&NRS1_}0Z*FUe0n&j zMUcf+gxMou7D%s%z7`1rrSHNK2n5CE@h7#Hs)ef!ovL329`DJ2Tx052IjP#s5Y$6)-F_t_o+5( zAjh1xGi{-8`vAUMNakxVggIkRiLnAltiCS1TWPD28DHTNZ_E8#8^CR*x`;S zQXnaINO&7PayYq2S%T|81V?fN%7l}cmK0_eiXl=xFr`zah?$-h3u-g#0dOfm^izBS|PW$(!Qa z93BB#7{Td|;KFh$*r_;Zrh2lMmLz29XA%!&xHn;?MKE%vB&t-i@JW$DX^2@0O%JVN z-e-C#l4PEfMV+=lN!&O#4X2nAo#C1oiIFjUMkaYEcmrR8th>jsRT7Pp5@y{eM>BUs zW;k+8JD7tLPX96q$pexDE}6#+bBoaej3U8oNH;=a5|ocxC^>DMN&q~`RmV^-gJmx{ zE*(s*t3H-|V+Qjeb_t?XaS4D0oD;;E#ZZ`fh(+zFDg7XyI7?1dRc>iId-f>T`rX&N z%-XzBwJ8|Z(#QL3zi7Bl3^MY!hWoz#VY+w4km7|YQJvJNMro3lRwKulmZG6DBh5)e zJ*E>ea}tLKl9@%*5JUq6qckt!g-vVX6;Mi%kR+tTW4Z;Bm{^#I2nd98gd+Sb33qnV z4w@c-5xX4EN|nJM5mg^aA>_h&4uvnwmqasz4OfFonu{wZ#pJ~WQ7zS=_s=fT2=G2~ zOr@mhJ`Syg%*lJ2aVZ%ptP!HeN&Mr&T%jE=In#X$`Mt}ZX5buC>|murgCwYudk8FY zL{0~iP=pGQFcb^HbT^(w64kSi^b127P%_~(AR;{CY34y`nI*l2M|g0ULzTnBd`c1k zXmOe|P?rr!5dt%}Bus-_#Wu%CBbZ7vLbz}i!Fn$co~i*?_qC@Y4#lxT5z}J^l2Bj^ zk#aN^SH{}VAQw-vJo$7EUUxr4b3-gPQ=4DJDPBL-Kg{+zuvmRbA(~gpcg$AGuM0j) z{G9zA{!Q2zYuNR(3-O#KM?=Z4h5EAS?fuuge!VG)cX*rpspnP$wOHtq?K&t=KZ8EZ z!QF@t{CuuI1V2hISy9HXV_giN+mRBfuoP#loXqCD``cC4M=US4%*d^3zp3z`$@>1~D{ z7*AW$#;%!8ZY4S*3i5qZHxQ&WaY+xid?bc#KV61A&qg!TeBWfhERRP2@^`!t&h*Ao zZWp;ekAvTKd*W$&so9=_*T;Py{r%eBYJGaVw*D4I^SV+NeteVU<)=Tq+wxjpg*)nn7RXMGA>PpgmYkY&?r z8NJ$EwqJ{bT*KF-uh2_rXO&Q`U2wQlBx|`el{ystdbe}UnU8k9ZT%<&7m}H6cm#PV zXOj0=gSP`U?DgqUg)i-9LDPq%6wC2upGK-%ZM;=A>qacB8GP1bsZT^2$gq?MPNL8R zz?!9TS;eTr$U8Id@>5&H<8_SI{Rv!>#>iiFOHHDnoWUcg)GoD`c0B$^U4BUY#bY_` z>{38K1ztYU@@B^nZ&f(X{@8sPQ%vEBOQ9@%d&4r)d|F-@1sq;$mPhZwKuv49b5 zvAM{)_RBJSPjqsl-jiR<676fKl^n|h)Z^eOm1;;tyk6Eaa0VyWDAfgE&MaWQ*}VU< zj+goK@4bls?GuOc)7xyyW9$K3_`_iA4DDG$(iEJAYl{XyXuHdcrgp=7vg9;V+qw zh=pyb^wr8^%wMOV78Yj?k}M?)QOO*&)x_{IS+JDKb$Ngf$9(^mmJ*yE=A*iEW9Gra zMQijzAE+>QAiYQZNy|({kUPNvh)5{~XtnfZJ#vn7oHdr3Wp=uPaXM$u{jS>}pEPGd zyk9PU*{p3uE+?w>g78Nl%`%e_l7UEyBGMqv<7G*8hfKQgZIPPJ)zVA4nG`LQy?6A! zkUX^#vpy>BRcOwq?!|Kw`qEvu^o63rjAI}kF$a0za#B`F%5bCuYCaiFZNo0}{gq$RpC*`V(Pz#H|_z)08 z5L2;MLo&h9BGpHlGm@oobvnabz^#-{$eiZJ$na@%=XBIYa+#xLb}e5=oSt5jDxf%v zSxN5o4Ic}(Qc7uVY)P86)FCk@fyg<6LMWJ~n^_Sdl3{aB6NQpeDJ{+}2>1-EL`!XD zMAEFWT;9E!P4a%BzDf%!!y8#r29d{fPr(#Lk)eGn5lD7s19=i>a^UYm#|nas?T6c!;7X^#E#lSnv+@Tr(>#`TQPkw02wBq2U_ zpA$%EQhJx9HRX~dP96}V3*%Pob1mT}FUb2Qf)-&OLu(5}q_J>P4Jbv6C}GK&Ni#9!CQt0*w4BTB z{po2uU869?IDSTL(Ms+V4;2(D_M*q{ULi?(@Ott)C-bET7tMO|X@Y;fDNKO~)njN_!4Wc79kWfBeIU?P|K zsNc`_m#v>QeNA41B?y`1$=w$JFFdkhYB~ou-LwdDmI30hLg6ZX0W@_4zlmIHZXREq z>#Dmg`TLhY_RoK&`!i9icr^d9&Uc=c&Lcszo;iu^nnUfJHnj8SUW2b*-I_XI5rW*K zrY)OMzNgz&kM;T;w{iUs`RR|l)Ia{d(>MZqRwos8tfN1V`?kD?|% z{a4A8WE=AHXrH~zJ$JgToS_DV5ELL-mvQbJQTZim8S>ki;rVCbO8j2t?yU;fh@ ze|;DA8YCQs`0@WsyrI@y|EIBhdf+?z%V%C5b`@(vrLGrl7aM{-TJWhqIu&POJWFnp zgJ;3?pO5FB`cn01YwC@tnPBSqR{p0GKjHdI#5XHvF8`74#oN`N|Ml?Id|dVQQ{LCN z{nF)g-M;;@Jdhr9jq`e*WrxO3MgQd&|KAap_dopH%W*Rr^ICM#_>~8Iq+_MBMx5u- zkcC{kHz$@$`Hy&pt~XvKrJ6#v|?Zns)Km#s0G3;JkR2&gZETpB8E?HcrKF zH#xOl=k@8i{dfNQ{mcL5?qA2->$UFJJl28jgbPd@eC(CTP-+#R6_Rsa} ze?{D`&?1%sQ>C5@cm&0F6dG^@4 zHLg-NU)TBET5*Zve=)g6JU_?N67M5^McnlMFXz|)Pp)*#b0F%|(^R(HzdR%SkL;H+ zmwM#IVyWf*+J3*)#m8TlFa1ydDVEFqh>4BhEAEFDynml@zJKDePI>*ke*cY*aVpgj z%lo{Zbft@BKI}c|^}5VL%@5-YcykNYlMw(-K(fCMQ!B{pgRe8zY9*E5Hvd*QQ#O-z zD!jgDyi4zOA4RTxEay3M_JV%7Sl#N_yq9^+vF7>Mzj8k3rPlvA-3doAaT-_QP+q!-k=`R_ejpTCfOEwc5JclS88yk*%jA3x~U;?sY5 z$)EQ3_$ojB^;x|n)y@=lE`C0j92fhyw^|URrqxPvDWN2u+XOAN?hC)@<@N+WpYHqD z7hLA{w?D75Y-zPx=-Bm`mwA1%U-swsE@RR2HtyToV{x1{{8& z!zl~ek1fBK1GBT|;6x2SK5ysN=7=M5zi23zd%vA?9*@*Fzv7MUF^@9h=IzH%|FRxb z@5k#cm&2a#csy@n`MLK7ad+dw%k3Bz$Ndkh;QmWl{u1@ChBfJv>L~Q1`Hnd1r|m%$ zsZVJBvV%=;tvvpvJo1TJq?>Zx)|@k~%YXW(k-;`@$klAw$J*mM(&d%cbCfenETr+U zd1P(ZXG?QG3wWCs-s_x6IkxjoUz1gW<_Nu9QEH62qS^Z8tV|%Wq)I~eqG+ydWeDg!dfGB&SO7gUHEz3?KSB|>CbAChp|)P zMTk8P;1zM<=ljE^&p%zS>#4u}J!D`1AN=_b95vp)-DGYT-DezoEc`^6+xgml|8MJ$ zzdYxl;JqhbZuBGx4yLbpXzkxGeP171@_mxd z`io=5yz}^-sB5kFH&Vt*vyDT~$&tx9bljvc`OI)tS*`>6PBCt4=yoKXLA73rG3}wL z-SegHg`!dh$IOXy77uBq%`<0m)Rwn0ZX7ELpRKPMp^qrLa`LQfZHn}T|9Dz?bm;*t z$HwQ9CHQ)$rM<~UVi^}-Kgj7lr40S4;n4! zCqIq#-H=-u+0*)SOY%q1BlkaLkn5a^qinl;I@+gk`BeQoFRZUb`C)?#9#Dg-JOfW5}G&fH541ndlia5}rgYL^650xT%9v zJ(kF0y)@O;pglff(AjvWl2jfbhOk{FGfn*v5F8moR9y8)#CaQ&6qm|1` z=j_Onb5I1OBo|2QV>M`k)Zj@2lq4m1E@ZkBr-Z1vWG5z;Yon>qhQ>}by+(>zp8FC# z*g}Ftn2L}pr$``ZVJS=^1j$f!p-^FM62x3tYYK@(&8RVYF4-eyz)3+xS(KT%$cp@1 z`ZxAaT#*vqay+}dns{RJI3h<>(#BPy?hh-J?sXq+2C-zSxD;X$fiOTNNx%RIpq9^r zEAjo3XHA*z;olawa?Y|^yUtdv`s8!uu&^W{>mtcTRA!4wCewyzskAO!#o3KK1+)oY zXCT86lLD2M!30%N$`_Jv@PIE2V|x}`2=7Okh`|;haGhFr&NJPOso7oTgCZdDF^j@u}g3gs21(@!GdF3Sob{%&4d;!ZD9!MPwbm z^`UcQz?OBctK_+Pue3vZRAZi+ox;*SJMJkvBa)mGu$Am)GAeNj+0wK<6{;irARnU0 z6c7`T$(fWurbh@3>YV$^b_=qxzVxU26UA~C?N82hws+$P&&KDMYkk?JOq%Rxqz0ae zitq#6Nle3*Nm6vI5>*ymWqkFtV0V|qv+7rK9=)qL2NOwhq@1i)3Kfx?^_exf^6b;z zxkiyvPYSq4Wobf&Jg9)T8?Dz-Uz}jP7(EByLMz(H^-hmnhy_eZ2@sJBj7Y$U3B#`@f9*~k|&r?EG8PMM(V7uKf%F$vUbmd{2@s(6|(>xkua0tM6J^vTP& zw(Dzois!Pf%8%vS@BDI?w)M7#7G8M9$r*IcX40niHG=gxPj;(rY?FwHc%2I+hk93b{<#266-)AV$=xs+|^YNIdn1w3v!IrlZ9+ELCI!8-FXaj*qahhoCmdb?}^?##WEvr1Or}xtay;G@M)KUH4tdw&b^U}3%{N9#Y#E9fY{^taZd5?abCjzKN6D;k ziqrbc37Nn_0GAc0Om%IW*#*d$%=ep)#g~4rG5ES!PRiaYtt*3ZOw17_9$K<4sij=X zq}}pxiIBkOPhy#UaP+3M*2d7$C(}D+RO0G{9_bRiB+0#< zjtP5R|L|De55?q9s#lIv=6f}-#A_< zWzv7}Pd)}c>U8H4PJ`#c^UQt{T#Gzmi8&~Gg=;u0hR+c$ZBo9%j~U?QS(Y!EO?l(o zl_BIclFh^2nNq2@6B-q^WmHO==gf(UvKLWA<)PKlIF%w{e#e%%Fs&2ftdK@iHI}$- zM3EdxG&v90!8RBh-bjp$dDiB^7Hoem_|G0*BjIQ8VP(#Eq#vyqqh;nXyC=BROpc%` zi-ABA8A+K+sT?XPLi~P_UgJ!k$&xBT=8~B#R44_RndWI=scj{hkwl`N5ujv>fUv5U zz;N>P1}edQ#!%g=&?Fu#!5WOf2UvQZi!33o%XxdA+2n*&JufAqm_}%zkc$L3QBtIQ z5V+}6#*+^dItz*SE%H36Woyh?m=vXVKc_<$5+VvP5tC(lCW-jy84gO)!criGxG*V= zK^Y1t5M$UdVKoa4(~lTC7$8nkk_O(6Ny)A{t5_l7l#F8T=V>_;sZn$`cGAkrDlyYO z@cJUjLXp~|j5uq+leH#mGBHwSEG!{^4d=v#nNnUzUMVxiDwP%k4?n_3721}=azZ04HTxi8Lfc zX?BVzLCjUqq*ELsvsUdgJ|dl9$Ui92R?KOS^!ZV(OOShDIwgt^WC3v^J>V<^C26R; zhck$jSu$;^3u?ilPPsIVY(HN*Yh+8Df}Lj7oNOW3Gd`=bN#K zUWuB_llFt5h{=8s97GUJS&~b8zgf(5b`q|}6=~?qUO&R^-lA4>P*{jLn5mIa7+F$) z&xsR~ISP?hmJfDVQ5N=Tff_0S$p8#O34k;LT!YKTUXmkdr*sV|{@Ja#rMnX+X(VN4 zMlh#xc1}qCOXTM%-x4S19}51S=>$g(CU7BE0#1bR!90uA`{)`=jiCJ}#c?7?`trKT?L0GL`R3pE`>_m-Z&J%i|N#zA5c| zks<>B=z~x;!WGsiey|WFfI?20`C-kP`d5u-vHvyreYXE@#~(4jkp4C>+6R-2hsnvx z7V0U>?+>F#kBPz3GOkXDlNw~zvUXU6$SJj4b`QrKz`(0>QyA&zw+vO#{=zQDa zdoyxx56y@4vEKWYtY6cR_M3Vq{~4a1N8LEaqOl>XzA z*FCpADYF-~!V;`gf(`1c6%i!Zod`-C z$yqLnZj_;#wOQowTsl5=12kekhs4>{HOg3X?HKwtQ^&xCPpD{dkFo3&B&2fO0@kDe3SHS^(RelZf z@ZtH<@Kmp2RE%*+FwDH0PYxf*lPol!{Ea|C?(lTSOfp7bo4%!!e{A{B#NaYO-O8QZ zHH~IO@(>!#UZkH;CzrrPLhOjVYq)>=gt_LLmR zK^{m}kRy|hdA`zw4hOcGZ3Y{H^g867%&+`hh$DWu-Fe@%aAc4On);Z#&%v>*QubkZ z=Y-!*ZY-_RU^-(s!atPK}jsdwo%J}(Rk1Ne-l1uH0J}$qVqqEd56Cx&(V#T z7QL1($R8O>1M0Jo8?RiK)az+)4#WPf&b#)`v5^fQv*!1sbdIsUI~IOi8=kb-TFTmE zoC}AR3?esm;$bEP;RrxfiIt=Z+=)v)Z#P=6>klJ4daIb_mKl5y zg<@&~*?57K=t1tmp2^`t+-9)RuzV9brvZ28O!qpe?9!5I%(e7?AN9%UI!EVm7oNFX zjh`Mgs#Fvn-HB%@aEzXhx!#_jdcfyi`o5Iani}!-Jzkc7K4Z52TZ#8Bm&evj{h$Bx z%`|(F3|&T+w{y~oi)vgNSGnoB<|%DTl`$oANwxGjCt`|FlT16{_i}m^VwM00C7jt- zC3!x7eI%lAU4)f<%v0S~ETNG_9286-C_Wln>&|YTWL#BR6I1TciSt$|W*Nau=i2s_ zEjfoTx}W{PoVqqtnqfdf<$l@Lti=~D%G1j}C^O2XuTP$5X0oTuNeM(4@cCu`AAhcT zIEL+)MJ}z36sFgb#MQlIAk2v*wRJXLxO00sYriqY0MlJW|6E+&1NDroEaG-?KE|jx`2vUFV;N=05CwQAU2Sn zWIfVEnpDwM2~#4=h)f4E-NqcuMT-tT&Ku|1Y4oc@x;tW4c19+hm(_~Kh8x!L2hxYdI9-QMPgNQT>%xTs&wf3+)zUN$tZldWuG{0_m?)lB=K{C9~5rf>4 zNTk4-BD1i_W)jXd970r5Mtw5t$xafaNXg`YD8~;KDH7S$&*F5MT3lNl_snKqB#DHR zm=MW*azl+2VSFUQSpzwlcpLZ|XA<977Nc(?spOyD`QJxG5b_^n7^8Gze#H8NxKz6L zX@hTEdKerJ5kQn`VdC&`N^wd5yWi^#x70Z%l|h*?Rj&lXXNfdA)U%fm{xCEo#5p6_(Rpx6>NTZja^NFG11AAm5F=~kffz0k zI<#JgBS=0D#aiGlC$*#hHxl*ibS#@B8U6k!y^@0ENv;*DnB9q>%q%e82s-Ve<^bz z2B#}I;DSsx_nbu#Lt;w!5Z;wF>cT7hdlyQkEkJ>@B8e_Z(aX1Ddp(zaVZHn)1x2q$ zWN#Xv2tg)y(pdz;y7MSBXkLAJ1EtJAQ0Yz8MFrtGgS%7_X%WSYYjuHuI5X2JBas|I zy@LIJ7W{9n|90q)%p;9iOJbokrA`z|>Zs1*;w6GJ7#}uU7LqEp1@8LMWjBq?U}pw3 z=XTOt@dst>^f~Ef_CC_RWW+IIpK%sOU^*j^$o2o<=CZ2JP>*t)Wj#Kp31Hhh(>UB?S6Vb52gjm{EhD-pvt*+QA8B5vtbfh-Zu5 zqVoo=>WzkbJV-qCt|f@J92E&wW1cRrH!bS^i0KgvG*)}rs!r73GE|Q*nwN!97t zx@%hQHtG6)YHd=DD9H& z0wDs3$St#&rDG&O2t-Ej^X)T^RHSmS7;`d{haY`vJ7fqBV&YcH(>gEpF4+EJ)dxjq z8r+yKweEETUiy$Fr4~jpck81OwW{AfEwT?jlUCJBBgtv=HO6y~-Xf0s^%eAmfBf<( z3w?U1W``$EmfmU+$1(XeiI(%91{u;xgG%sHk%gojak{v(Tlbi}U?F<9d_40cVWM~S2-JRU(h$Z}R=9Hj7gNSLKN4n+K&9bL*s1tLsq@8d+ z+WP$6>5T7d+?TRMYqY-Awmf2z?yMs_`Ce$4>aMHq;%vx0%!N}q$j*W>woe%~1xjm2!Gm7(tU4F>no{0daveO;x87DUgMUy_7CY32&8^qK3ZwAi8S=c_0#cr&5_E z*TqOCdn#wC7EPg~3g<&*M79q&RR|~d$}wI6Q!S_^my!j?=;kB7{E^;FBE1kLwdsQF z7oKXUAs&)M2_vSWr})$8h#7D(*9T8+xm|CsJ_{PxGJwGQg_3B$397EP(&J>iQ)n7hU#JJ|p%spr$Ib!@8N-eqs#g)UM7Jj=;PeZ z0a|(lB?-vPZ69+d@D)+dpM0jJQbGJ{#Urlmzna15Rr$*Z$Mk_hCN>E%cY z{cy~>G9dynGCf&+mgy$ScD}|@k!s_R15QkYWFQ#vQ7byxsC<=n> zOk;kKNB9lYL{wCanG4h8X+}iQB1ueb;WjgZ$=rsWwMNkb8#P-c_H^?gB2{ITL?UIv zJCi9vh0@eO$tDy8wjr2df>d)3qHOBoU?CBPM8-6avkMwII5?S{n2JWEB@;kI063ut zaR_-zl7D8r2)_pl;s!i1pnQ&fW>OHSFp4Yob_Q z@&qN6S`#K_&pmQ-5Empdhcr-z!93i;Y1cwT1#U4iT$n{fmE3z!u(~E0!jUs!F{!Bv z7fYQA78c@UPIqY_C%25r0Wdj(AgCIm5m2df1i}{Hjw5ca;EbGfh6ERvOezt&m`~-I z;f6$VP!O>aiJBCb%mR*dP@s6BHhU(5k~1Aiq|gPl1^tZN*-wlU&p#MGiK#Zeh$A+(s&P27*92hkxPlXNNw;m$l!E(bD+k)$j#B@-4N zNk6E7Br~aJS^xn~LR^Rkkt3aHk~niF#zB%KiAiiM896;eBuE-jq)(rTtiqJSxzs&b zl!Yi`u!khXLZ`p3Kx_#(QHo~tbmK5P2g_Qu7*8N3Ci6n{^vJW)zfykMW!zO_`Oiw1 z5&zA4;baNpM4@o0PBlQY1if_V45>b4ncp^HX-yIink{AMkhp<<+MTUZjKHfW- zOi0d5L?*_U^WN$Dxcr|7mAe1MmiO1^e17?>5xo}O)l=>x(&u3^X-!v-Y z6({xz1`mt)nHcUb5#~>~~EP#Yl1R%v2cD0bKn&GtLEp@R>P-D_w|sAc&m! zLs!WJCmMxocY$9;e?l&EzEbwWnfl!U#OCu8xn;f!wo(@ z^Y%N&L?|>$MjffAk8v2UGhGqPMs<+gGhQ+tOf4xr4ol+Hf|6l~@%rg%RWAuSLV;a) zuVqL39B;}_(M5A2u7$>L!PWeW8rr%=L^c&@(x4#gOo*!6(Fb^|F+267!TX5+m zNrN>!3zt#%NE%7gU|@h0tVGX|;g$hrg;Z7b%yaDA@4hyxOJAB3@kBkX%t61PmXwv2 zK*ASFs}Qow*Q@j+_fAR5rBV}D8gBkWQz%5_P5~boenjA0`g(YEP!$OC7-a?#&;4X> zZRwHp((U!)x1XN&1?%zMvUoPJTPy2XehmCL@%Z}fYsyZ`jO-_vYjaspmbd6lOXbMN z$a|+X^x8VA9hNB&PQ`RHcPY_IwdJQ7cd*Aa_SbFfN+-E@nVty)A(PgKhDbp~^QC@b zUnPd|jq1;+iZG{r**19bM@bvC)JhQ}FP8l1o>m44C=t%i9#)qsLfFrI?14VF7OjbX zhvd4X(}*nTMYgWbFD7Q?(ct3uIJ)*KGvg)$m2p9b*Sjt%BJGv59^~kp4EVI=Kn#{pDa7FWNVt( zzZz9FGhjFFr;9f8vWlz$IpCB7PWbSgmIx`7EJ{fxGwWu=jT5JF_q_p_nX0aagMAB+ z02qMP{okh_)v&5b1R^?9l1I*&q$X&rX=fgz$ks$iXi@Q2OICs!V=s#-ca5_qh(&o; zJInFIsSyKt2(vPgrD6(2mkWH7tc93`Mm)j?!3utD}mZ8{w(Q+P@pC%O5@5-eCp zdak)%?qWm|(H#<70m=}VV*@Ek-7Yny5NIiJr|GO0vC7@EoATKwe%4y)=& zD-2R4E(v~h>+U(jIKvYWl9G;I*jZ~~0dcRvFS=65ZJT-P$CxKcQxF9*GYBGN`SDPR zLYWC{Gfat<*jPcF3T=H&L*-tRW^sJ%$f$w7Q>l!nq+`2t|lP z;Gk3n8=t(aG!O7t*9647X*YY6;D*zBp z;n^gZ55k&+VKdB#NJN=AC{9J!GFFYH0n93MkJE!+3e8z9>*>ikg+@*1l7W$i^o4a< z8+l0?op3pvN5V3RlGIzBg=V+as(~PoKuuIm<8V%rCk`WjkTvHOyj75bN8BwviBvT* zY=1-qDjr1>I?sd6m((Ves74Q`EhxZ_6vjrOInO|5QGy_VND4=QJ&Q9mB0MrctXxfANVR(&JR_!XK-e7A2x@jr4lnqIn2YeR@TxCa6?Z?J)#cd8WCAVn)~!q z;8s1XNxpEdVJ`V#9O=I!rE&>kH%l=p1gK3?cZ4S=sW7WWNk*zjoHm2fnrHy#J%XgH zXfG2%^MId-DT0<%GgE1dD2f!1aH>_Mo^u*4n^NrrOG(x$l#}M1jX{}-Oay(X#qnW1 zr4UXMP|yTr5t&qnvXEsu!^ug5(?h9iNlN0$lms%sGoh|5q^6eQlf1x*G+9I8V`jiJ zJR&7Pf}j9LyNVIb8PkmhB_-7mK7YKFN7Q%7!0@z6N6lV%84v(eLMV&aNB=5={eyJs z1XbCX3sHWgkOE@4Qenz2>Bb(S8L$bCk5p@j}d2CQ&F!2Ss zI`zpnm4nMWXDuF{jo3iBC@;8LK0q8qp&Saz;4ra_xM|&5E0{DQY(@)RxWr5^nVH5p zB#KZ#JXL7(3?he8a74+7nBof**3)KAN^-9urKm1u3DwNzvle$vRB|96nSv7#A|kzL zP->@ow?ttj5s~zmlqo2TOSzDoFLT_w{#S25)%Jha@uT;c{@=w#lGti;DlWt=IYaJN z1fe=1!8OA9>`Ew%%=8#a^l@OF7=_-y3MPQVk*JQO!v%qtKqgy(WM}Z&Y4LJQJL@4nt9b9;vwd6TlW)Uhy21%w6XTlxMpem^_vk!6G*B{r}ce%akmz^aud3+>f zF1>Rzx&%NNVs}iX`FUOc?g6q%@c@3$sGKk2i_t0`M5ha9ay>!a-0rbGdo;=`DJ^YA z^m%`uW1#)T^2~f_IvKNrKqBmwTrqm~X))bR(S&LlojH?icp7R!3e71a#?y<_yXBn> znHKap%O&Z0&EFEH<-?+#h#7kX4Z@-%PKF=?avz?dg=Whj0aq$Qo)KY)$h2&|Ccv+6Y^ka zrNy|OAx6aaH>tC1;>y!3ED!TxLz*ZRLQ%OxN3FeWCGZkw1`?cHl#vN1ivnD~nISDm zF*qk=OpT)=xzd2D3uh2#)xVEFV+KV` zU}_OjB8aiMZ=V+@O!Ew`mlj*?oIGE?`DlC)Aw9xFi;6N)C~^yh$gN8+$kp!6J=B)DUp+iASIREBGVDZ$T;>oqCOEXI8R^B$;?NSh3Twt`GDvL zaY&Oam*t+uk*ZuMdLpuxJgF-b;NcEVixB4Mz?myQ-U^B63wX8h`{Jh`>w#=rz~DO( z_2myP84P$XKFw!j7m52P$q$QdU68?ST_pR7mkLzJIqpr3pj{mXm*A3q=T zntr_$6#LEhFER(LFIujl>O1$_a z*sK#m!fWsII3|1Wx)o*!%!k^0fjMa=*o6>2N2D$7hdp92F14zM`b-K^Zn$VxvmDl$ zhX_atYfEL0n09bPMn+aGO4OLYWiB)5^e=%S5Rp(lg0u(;GR_wWo1k|kLdpiP zB$TpZ6kG3NnT`{jButPLPH1{kCI?$kfKt>M5g{W2gord}OGnNeqh@PDww3W|Qrdc= zeDnES;yJf(-Y18bK<>jSAX!@76H@t{R0>^GDpQ8>eolP`RCH4*C07cMK&0n*0mxZ0 zGovOdQzbTvdqO;Ugi@*sgOAAmaYhG{WDBMga^e&P^^f@-hh?5jBD@AyksAe=l0U{6 zX-r@c3@uabP)_#5$JG!?PKN`856`-)auLr1T~MfMaUw%fAUtz=p#unx^ng)L7Agg` z@FRU7covONpX824vY;+9Ci{WlNJ69`)lqbgvwHvp2Slp2$^@DUrwj^Dkff7DU`7@T z$^;u#uoEj&NDS@*&Z31Pn1?8chg8~Qh|J7Gk;w~&SRBKry08`YQYb|&)R{=rS%T4M z2*HAFN=gcBU~-9+hy({wGJ_(J8T>8eEYcMOZnKiK_^(B)bD4ACI*MCL)M9lTebY!6Hq>MZ3tX zkwoWkn|u+vf;G!OlDf#6X_gi=pk9*G1zua2cBk=H`Hf_9{I2I#jt69bG-HMj1bvJx z0hZab!d1|7J)_vzo4cHTsWQwn`=SggXCU&d9P}G!ExrbNn$uTJ-vxpLvHnXBe6xP}|=L`y4_a5<;>N`|a*E2@iz3|$4H9W=2quw}gFUO=i zPL|QmV|kr(uRfTVqy>0n(Jb^q*kUNt?!&hNTD$vPT*wMX^$IJNCU9Zg+H18@{M^Ss zd%eh7%5kCFptXAJ9w+z?Mbwd{*77vzYA%P`Y*((YJ`>08=F8lV^ng&4WEzM_FiGdH zCC2kP{VcO=R+8ITa=acyxmItth@8oq~zK?hVvg9Baa*%|uJl~IFq3N_o)?~7*kGWXcmjY7s zF?;uPH1%mReJ-zX5_6fv?vut4n#}G6Ny!00M7SAEswh%fi<)&oXHVFqaD|a5(Z`%g zh=RzFLF_Zhz@lra6AdCM#FfdOueq!wn;1!=dQ=iECU+B6X`dNOqkXkrPTA=3ZM;u1 zOLYj%%2Gn)e2H@9v=(z9gjk7-OQe>kY1f_syOn$}=s4?P&_*J&hSP&GpL%RZR>v)m zK3^hjW+$AITFlKhp-rR*x|R!!+Atn;XP0*!?vsrtKK}ju&!S0G|^^{)p#=`ot$(*7&MNoK;FnrKTA55MgHU^dpArI|E0UR~Qb zM)|&+??@Z5fSY=MdHlxI?$wDSBzfN3!>SfXeXxkh`vh^Gey-?*Pz>QA{5pL&S&~@l z?4cY>LD($fIR}raJRr(VbzOwgy~l@c(^5>tf$2@ukSE0IM)j#R7tc7Cj=4B*6W%SS z5g9Cf{MjZbiqb1jy$o(A8z)a2%v zupu!vki#}yPVqAPF7$q-=YBr__6DrLan2 zec-sSv0Y0I%lFQwlcZx%;X~vQk4PrdaGM5cnaB_KBL{J0o*5_^8m8{6=M%HdNE@uO z7&AHbv=*TST3ID0jzvCZUyrEF+K8B0g-2P6lyr^&z|&%msMJn4d8lUt4YDbY)^a8E zCVN?|RjVc0WDJS`-P%xMxD1qNItAT&RZK$=PXY-mYmAX|EKB8CQqJj<@l@#v6c!Jr zJ=~>lC-n#i}GnvSS7RfiIGwkE>Ee8 z-p|2(rm-WbPEle>jzZ@MGY@d4R_2;g339GK+HfhmXxOQBylynye_vy!UFiHNtj+n2 zo_Ny)sEh!ManRN{;{L}NL(RD~5*5D|PDVk(zpQjrAZIm1Gn zH6_w>+})*f;aY=vY5>ORul9MT)8G;h^>D8cV&X0tjzWl}bYKRMAL{H7VJ1Yxc^cf= zP|MI!P#uv(M(Hw&zccQ>EkTJBEl?Z`8=A>PsHu_w776eeBVbJ7ae{_$M7qTQImrn+ zb$mk3#BkU^d=!bno8ULq3&+|!&CtpzM1+ZGASR*|b`e*a;7|ZSIMO+$Vt}ji7Sz(9 zDIn3LG_sjVP4qdms!X}$Lr3yb3Zc-I=H`afBKG^1@ztD!&9~vVqwqrUyw7q1gb{AR<)4WEjB{Trthe=O7|g zE+3t??2UiQ7egi*e}L+I3h??4e69l z35G@rOv8r1oG0%C9J#bwitv2c zR0t1`VgHTiEcu_jenLq^H{U^G-rNO|rB7Llt4QS510GP@Ib;2#!vUO4C{d4~%r2<+ zbH`aBpHEM@eSMm7dHN*lw{rrV05en7tkvu0w0=4$g`w_VWH!MsEneBg7rp=Hqo+>Q$+#lD$Ml{z(b)#A0b~GF9^uKM_Di7Vi`Fua> z)4KeTY{7Vvl>!FZv));mN>aUY{ejl2o$bi`)GO=Llyq>~xsDq?&T@!CXoOoNla}|N z7Z;cIs4si_MA|R-+iJff|7!d->sR8xVE#4Z^PnN^aWNk9mE_dL$cbX5xO1MRf4BHi z#AoF`bbz@Au3h%6;L4yr)9g-sipW|%{TwUe;E)nUrlieOpyB#u_ZOL^by1E|jh17y z1CPH}B_%TU95YC=BrT#}&O^=DSyn5A(%F&Uj84cUkptmj@Njc+DWD_XW>(}0I)u3L zOyTF2rwNGNG9r?a$XP-O!9-N36tGxKwp6et{QFnoCRua_o3#`woFwpKJyJ% zeb+eA@6U-?%Gg?U3Fu_DMf}3%4~mvZn!vO^eL}R=7oEe-htDt9>TOxK8cAM6k8VF~ z#`x}A*Dt3BMEFncM?M2P@ebT2nT*P~2wnN|_c^A|&Mf2XG3-*ePp_}z-GASsU!*)q z$UPrl^nIa6x0iZ)heu-(1}u8t^%U|$xmHz*l;OhaXw%D$wam$WvJyCh2jl?m3%}-h z!*O52mbF5Tb4DF+Dm{#ZwYEU5Dlf#1>E6$CDlw4~GWvx| zpprYMJ8;rG)ZUlp|8b2hm}QpCww zuZ_0V&ckmWp*JPv;jB_Of-6BUq!dEpqJlTJ^oc_Ol#XUKf99 z=biN*e6%4jWZmcW?ozf}t8cY6K~yYnzeR$ zCbB*r*85>|14JZ=0%!XPHiy$=3aLfe>vC^#%l3)9W`~Ut#6FFkFZHth`Fb8V#bEcy z^B_FRIV!IAlD(AKDv1;gJ%f!%f0lo}w06OoQLu69ptzU9?ll;mEJaAgriYE1vK>F6 z?V>JnDOzaU=KSv%|F{sB+7vY&Atz~FQQJhE`6gAL+a^?}h56)`+DhJkqjD{17D`ZI z3TL>tSmB?F z6vofsZ$jTi@5~@dm?KDdDfKyZDN;jnd{BXS^?KpLLhklv*@p!*HG}wr+9A38@EE^c zsx&FbS1$I_YTt*^jtHoJr}A1#EBt%r<2>o2(uWaTMKXQ5Ng$v}w}1?%*8p%eij!^?TD2a(1sAOPct$W|Aj z`d$VnlSM|5MViAw=VazuYh9LzjxHRDqO{f?jrbh6(h-dq%p4?~DM{jz38!#nszsV4oG@PEJRN)YFbjOUs zAJ*`v^No&EyF-hVwTl`p;H7;1*JZg(n&CmR%pvDMs{S;`?46vktx@>!Gia=pmswKO zs3ZdfrYUKR5UPnHTpoT$j)e6QBJ#t8SwGxoK$|6(AWjm=ODlEB8T056r(%(BXM87WQRt=@ZWze6UBw`o071uTv?uW)3)4h0e`rh^PNb+%1w~G{3rIhWA*S8@v zx;C=q`Bn!P0AoO$zZA)ZxH)66ooV5$ck+y8W9zYv+9q}F$McN$w%WGMMIuaQ7O>Ua zTmN>&cv@1bIl#qO4zgbH>G*TTKIv=Z!M+svOzrbS^mUxz&m2$7{{H#?_s_@P;$Oo4 zZ$EtRc3+o$T}?2spY$j;zCY-f&!2fl+i%U@O1Vot zGtM}N=QB-Trf(U|qfNBgwDa)Aq$uh2tgUZ}m1r#a3){;!_s6qM#dqHxO255*r?&pb z6^CR}inV1|d1Oo>x~{Lk-lyw;I7iAsVQJOl8jI7i1a!OO$DOx1BX*$!kAyFiuSZiW z5Ks~wz|4OMYpbqQhpjzo(v;`8q#$KsJh52k+e0$SP3cRlS0$c5F8;Z-$MiiWT`v9< z^tE)B_X7y6dhe|0G*beb)Rr%Jr!O}6pr`y2Q`22!UKZ^*SrISVn@L>r)! zPS2x`^Ld8VC?Fk9-5e7Y&^dF=x*ng`v6zfUQ68_Kcl{*sNnhN2Cy8Z!Le{WUDyy#i z&Fb(vAf0$jp&c}*@zb#%YuUHU7)AJEYaQeE>irSd_fKVu@#EX$rQ6F+>H4>yo}TIL zEHtz)`StVuc)5$4yw^$oL+3w6`{SHPx1HBNPWkJ%vsL;>>0jH?tG}N7!|&_UKQHu4 z^&cMpR^Pr%_S^ScU$VZR?W9;<-j?r*gzRtjb-&7UQS$oDKHtAPZ!1jtS&sb)9$K})UsEHk)r?=blV}GXgc%}H&N*p3?3@W|0J3kNmLH94`i`=dQ{$+jt1>Jvr z`O|;-)Bp4z{`vn}zyAJo|Mi03qK=1to|o_G^VOD)&+X~<__x27dbfVr-mhgIk58gH zbBw^Y(yDCZ)oi`rZTpEj(rbwBWsXbCi!=zs>+`R#!Tr4CuFdAW&i9KUk0wYKT&`nznM-lIm*eN)pC~Vr^ImDR#b(4kF7k)B=i~A|C<|n} z?mClu3g(|!KOejz;lK9=>i$e^!_HFWd~hMwj83U++I(vcJMx$&TaOm1yCZ`$+>A zO}61Due|x?o;-xBNbz9SzR0bP>|dpTc{wJXn)tMgWqr3+7K;wgZM5gY>-99d`p4w@(K@1&^sZwC=h*O3m6Tq23RE(%EFYx9zqLxdw^= z{Y7a0Y0Du+x&N^JzEXU-wg1)T{|E28Zq=VILx^+Nc!!eJ?|*&SE@xZ)>8MX1|6(Q1 zmw9~m?fY@qH}r8SxNIY`Q_zb(@HodeTh}A zKS;jZPrhTLm!Ft%lha?(b;jT&H!@=$pAz#p2)3>+{mXhjt|>U^js8WILVqRwTl(KQ z-+@n`&?Ub?SgY{Gza&{Ttk8=IY zt%^*M+4m9m<>G&u?Y~M}M%2?qD{~G$AI}Lq53*zP@mzWIeYd$@Ui*O4LHR|?gW|~j zQtVR=k$gN#$t1p;Eck@oJJUB0(V2}sG;o{w1k zrb+s_xT?Qt8wYIapP3h(Q~a1T&dOtb>hk{Vt8p2bC>%6r-hysV z^RpK{d6-!{>B*$fOxf>nnT^lFDZ0AwqwUA19dE~ZA;Wl|1p55>sPY)QQuO6{=0o){ z$KkeVdm-EuzwMU`#Dw8)8QugnI`_AJeGF?JHT4|@Dht;V<=bWcUP@=lZe}Bew6PO@ zm3<}s?k+FyrHo}{>}@|^drcwMkunadkMg7O4`L+ymv#R%3q7te7Ao25EaGl)^P~~; zvTlX4?>7o>l9#G)%jK;K{cwFyKkU4&PwWeFJC^++;Z+MM?<4xKMbGCJ*?Qx7$-bN@ zqk-#P)|(9PV_qV@*ZL}AHQ$%{*v_efg`;FR!h;YQK!Wl<4p#w~%BE!v=77T;^2Ty- zJ;^L0W-?(E$xwrzKn)_&$w-6~55Jw`y7;9ulErA6Tjs7v1#uFBf(VWPfB-qtD20<5 zL`dcoo&;)5i6xRqMBEeXv?aT8iDXa^4Vy#|MHMwz01z-(h&k~=em_|}24^stDI2uM z%=tFuHwOn3OUb10!($jl!OH2N>7fxyqK-`336fwI5ZwG6Q`8}4$)HR|kT8T83Z_g8 z^9M;N*Nj9jFt6y1NNNaCX2LmwXMQx0Ui@3hWMon%T1KHrf*TN?(7tsy^-4jjWmI$&*(#ZoH|M%G80Y`3KT*E z?vE2Tr55tSr^m2p7ip1c6Azj*0A=BOP$18xGbz{ z334JTcV({N1}O{`3m@z!(ZV9MVrIO{_(Jejs9|GHA|nAS2q$O~5oukPCFPGcdz9`Z z11}@$T_))@#R*9c&e;O+r07I%+1X~z<4A%C);OPz-!h(Ae*s3snt9PSsNOlQM6!0o z)Angf;Soe$lwY#o7PfQ2Xi4?v6=jS(EdmS4_3oDV;<0RhELcXrO zvn^E756)f*ytJjRbkE>7r{6P3x-9;Qb#Z(6v^qjCJShk%!g^uc&Ex&VEyU!Nn=I3&L5LAGed&*-4?g_yvY0nMIB*_|k$k#x z(edyM5@uZ^g^231>5`$n&W)>((*Ut5D6$UTF4-wQZr*)@cN+IFSN1md3L}QHFawbo z;Ug~XY3WfZ*hwa6O2OK&ya`P+?x?XLWe+(y-lnoZ+$|_vC@u(Mej;wA+`scpCLDvP ze>b%n8}qzG!t#W=XY;*#%#HFQkRqrH!n(&y&{~_+Qs%8tac~4DkWg~fQRvfGg<#4x z6WP?3NtLqX92t_uQXk9|5nvUQd;Po$$-K+CS1_>{>e+SKUx>aXJ-hZh$-&R_<^Sv3 zzy0uYtyU7VIMZ+%vy@&guaztInfu@#viB^dS3V00bt~^fQrhO=N5)>1mOm|ze`L`l zu_{qwen97yl6GxTwK6h5K}B?}t?eO=3zu3lG=kzp5^H3NMOq|;MM}Ut=!3{8q$12r z%uo?_2N2~8Y({#wUvo@4DD}$o-F5c#X-AN)3zP5>G-%3{64Z!G5vgVOCY}y^*Peo! zJj~LP;KgQn$Gvp%as4tsFD)IjI&?f`-mTm8v_c%D6e(sEsz=)`$m|hi?Q&=9g9&?enS!b2JFzqc$F^gccm112@7~ zmYanmFN!8u%6J!QTuNq64-u{4d78Yu_=9IoA*$&)ZpZoX^ILtsM8e&ZC?hf_MV{e8 zA*WM5YZc{gx#wW?woJZ8D-k^g34Avhv9*Pln#gg!4Sx_N#C2<>FfnD4iwH-ukOu|1 z&sjDU89BSr%`GTW?j+Wt*YQF_&4>H&lF8SZp9o)(9D&Sa25~ZjIZ7^|EX*Q6o~9YZ zk+J6~h_39ayb9QcPxHB^`kXerAy-IDkB*CMNlw9T{h;*S`MEiX(|;>rb(%F{EdP!b5I5PtC$dfZVP2%abawS&gk>Zi_ zQCbLkMyKRD1Y#Pal7mw#V^JG3d}^@5BTa-5G-0VEYhzI-PMhuMJdc$j-Q=7SM~tkz zBxfL)Lee80Kt#BMX(W|oB`{c#g_a6g@9~uxK^&OOkIF+hBcaHau4I5qW&}kb0iez! zASq0hporv{5;mg>L#QASF0ha!W?BR8BYY=e%0Pwy5@(@03UU)u(zhYQ&Wu^0wSq|i za?cN%7f~=WHHj&~j7+mklh}o$ii~Iu4jAXOs593jCxAn^dR=zgG3O?wgp3?hT!a}c zlVAZcVS9+G_thV@@YH&SMjUFt4E@LC7W~S3i3lIoagqf0l_G-&LOd0u!X+!{r1;nf zlZD4HVbY@8401Tk1tf*2P)ItP#ak(!vSF@aL>&u`rj}))tQ?9-5hayo+0Vo>-m9~a z8Y;2?SEmvL@~;GC5(fnWK?$N%0VRY`(>cT35=ak>w&xTJrP21e`nkvLP4HglCwOE! zh=dA*Gsq7@EmjMvQl{seL=!q$8m%cUL_>27mn3sSgknKTk|!b}6v9yiG zBNAtJ(|+@(t2vdVBx4HZESZ&neyF8(rVu_OJ%VFO)R3eI(m+IpXBvkkZKg>INM^7{ z&dyT6rF5?VD_P*QoLBh;Q!Gc;$ZQu;QGhLvC1i?Jnk>sL}>-DM6VmWHgI_ntAOire&J$)TW z^tOqS)taiGck6Vbtt2`qPdB7+63TQp)fYF--!I&lssWrKA&` z`hxV$ekGo}wB&Y)gPA3I0z|D&zz@e1VzD3|p$R4ikeEKEMMqnOYxc|dx%5G;XgyU* z=S&U)KxgCth#8Q|_G!$Q7~S=YD+hjz6kEQGrNTP(ZXa=PMW+2zooBb{!rtUn7bSW z&}pDYgoS2eOq+OFDW_LzU_f)dlgc#6T`?N9Mc22%_ohilEpFih$*U9&h=<%v9~j6u0*255V>1f zbH_nQvWdh6*_2+jY^tRU6tjKt!|%&CY>&~o+}i(HEH`@yzdyZL9B+Btp7C_I|HwX& znK@w}-%9nFM2EuI84zcrsAO%k_>%CTY0{y>aU2$VX7af>5BI|Y1QjhwB%Wt|RZPmG zjAP}Ldbvk?AGFe+p%104@Gp}n@=rzof0KHpMTW3ZQ*eg#E;z}D3o|4}!b5^--45lQ z@$$GG>z7lPrF=q{1CO`0*y|tu5C8g4QX$b%or%mnBOo&4SgUdr?|#mlkkppGoSclH z%woyza}JW=f}qv9d9tdq_=n;Z)Y3tPR0xu)QW%Bggdf|xOgRd6{@rIV|IqV=;;Y1& zb7T;us{~U@0^p@*n^|KvY4Ah}XiLgl9WA)^u=DIhBvHfL;mpQL>*Qv7Ho2=U^YML; zSTAOlZlp}aBRE3Xi?1_`Femz`VT-boy2o1M#4&nu0wL*1&Xshl0$_|`vva9jTd*eA z&28^JeQ%3~BU}`(Le3Xc?_T3D2c(=@w)ji13UBlx7@{NVCV zI58XJw;a>GN!vqRo|IISiL86GGkwm~+CFO`$ILE)x$nQjq(r9E z3AARr^i}S=Q5878_h$*RK++w%uR|0!mXcDpNJR$ zWk8KMq$F{kDG&C^$D&+_#gONedAQ27tfVEG0tJPc`pmmj{Xh-%PVSR*rf^$o|2mQ# zKmx=}N}0vXN(n-+WljrE9ipvN%v(sNP?hu%Cgim)V&Gm%-GbT~27+=?m*{rBG@ArZ z1$*xnzoZfHDDC^>IMN|fkQo_(g}K;4qcE=^VmZ`z%q2%@dKE3F-tRo9vW^-1Bo$2q zbw*OMsIqGM*zxr#=*-Dgq!y$3kt)wYBUP9}$^<4E)Ljnfz9g0LBj$JTZ_)ndbvOCs z`DevRNJIiq4rT&DIK|h@ATWPeO4BJlJr5oVnqU{ws8rOtv6U9hwg6;;mYk=Z!*$1gt4X&;eXk z3&lqdFR8_-nhEKa6cJ}63Y^Ii#3VaTqzDJCWNF9fA>AvzdV>iB3GK!~sw4?+1gvhw*^vz zTV#4VB`hu6as|{q_p~IR5?+a_gwsG8C@P4ebB3l%&I3COk~6|`LXwptF@)C%%#S9f zG-1t=?p|gmn=*<<%*31{GNHOm$_&cM1c`7&LL4N%N7kIxFp1F#36jL*SnA*;8)rnX z3M4Y1aQ2`yB1a}diG-a%&ubnOgCiI-38o$eHhj}CCh@cgMnJN|a-+Qum^(2u74n61 z2qIrq!C~HksdLyA5UFGVGT`70q$gm41XPtg8BmHqa!h0D!tTz)v?r-dc0PyZF-Q<+5k57k zWZ{3$+Pa2B7O-}Z2PTszJklc>BB2#NBf16%K`aTI>TKi$NXaN(NPI92;=}BiasjsJ z3RYgl1*U!7ABs#O5D`hHCe#_1`(KoH=5xy5iN27R=CP*v@}ZLz0wp4Of-SO7J)>3F zMZ8Ts`Apq+5&M)skD!sobnSXIS!R@(_#VGYpg1&1f|1OC1g{{sm~4cMG|Isl={cuZ z`7okI;UdJsjky#&kdi?`3o(!en7AViNs);RW=aGRBa@UE5K<5kQI;|n?n2A$H_A{7 zaGJ;<_WYo~sjG$*LP`>O23acW!OEhlrkPPv#G%~=vjYrHCLvW4PL@mwTEZ-ciDzI2 zl$=XeI<0#!PmV`qoOvhS(*?W{aWH1sWTBl$nObYo#Uipzdx4pz%7!EMx%v{i0G^ILl<=NDFd)jtgS`iI*u zS9?3_i*iB1tTw=5R5A;qM36jzQvw$oNdbYegH!ff6hJA8*oRumI1M8tQmIuGPBPfA zY0>+SUC+$HL`12Smd*e?D&5*eYOMHG2yfe(RI1%-ULuA?0F@u+IE+lB)}_xJgEE-G zoD{SAOn;XjoyY1AwqMn6j1@U1?L)61sQ?1$A0#nGdU=1c8DtYfT^Tv53A1MHA0T{A zmgM5}q0}=uCAxSU+0Ig+onkC|PbS1uzzks&3C)NcU-peZzsG%%m%ERd8II~Exdtpf zm?p`iXipMK&D8VvvBX3RmQ3Ox?e1iUMJ5`+i0~PniDlK*XSk=M0Ll>61_WiS%FM-_ zVf|*q`{%06hzY+ln8{s2NEJ$vtc5{kxNVRuTt{Jo!|NmU+PEjKfX9n=Y(4g>90n1})Ad zSfCl;NhgDJM&y|)B{w)L12N8UIE7orLbN!N_)NSfJ$9+vk{+1*2umkR+LMy#!Km_q zvgQP;mZGHy$d?Q*DRMCNbp5D1(rnI33YHm?Rz$9u*T!Fjeh1~wOOX`vVnRXP-E-$8 za8T7!iYS!|Ij%<@#A7S8`+hq*jkwfp@Q;`L*7(gAeY$>kmy71{;>r4bKX1sp({Lgc zb9TRm8t1a4v#10iVs56N=ZTj75eF&AD^Dia@j*?;T?DBdp%9I#jQtL zkfVT!69N$t`Y5hANzx+XBv@6J%v6bKW2OyFJjtrHrk$k}<4J6)4NNoBxJ=t>Ve{XR z#sc#g%tn>uHc>L06FGSLkj!OS&dak?#(7AXPOlj?1E=loH2*yC2j_q4_P?y{Z`>Qs zKS|3!i$_zO2D&ln`(g%be3A6D~n5Su+5@ zhK}@PG?AQb&NOe3y5LE(3PX^Dmgxp7GG8sjrn_@yH7Y_928%m|a0+uW;FDn~Y1C)m zCb>095&yU@FcPX0-NL146%{9Gijs4j6XL;e&~%S<&Mpwf7Ko@R6_Tuluu8hZcoK^- zk%X(6=fvnr{gJ;{lfth;6+Y0Cn~|K>w~*omM(#b?4kOeP|F5kO4Xq)LvBX6!YWlhbT)gfIA~KK#^%FNj0cULtXwtxl^X%R@fO2 zN2h32ocftJhMHN9oFHRu-qWo!iW5(0a4Aa#=fpcxmdaUpp5{I#MG}!j5?O@v1**;-KzNa)CP6hWm1E1Etd44Dj2B1uvtQ>Cn! z0nZ=`527ptNvjBQbMkOfY9tODX?B+D;51@TQ)b92IGOuhsT{o??5!LN2g^EgBmSmA zo*9YA58kr`z~Fxusbx|iLK!F}i_ml)PLUiTLPkVf!7OPrU}h+lwMY$3BA=weltc+9 z#K%20m;%CJ22p^*L6Rz=94G*g=@Elch!bFF;ZDH>7AC<2c_wEtpd9c(5}+akPLPFj zQH!9IOv}s+v-F5mu_VldYr&#k(t(~+P6Ro5z#Iyanhk^f`c|lv;F?52p1A`O97{QS!T%e(pyr)LiI^d3JPgI`C$%o7$JmG)L3VL&Z)u0 zQ_{pIrAKllU_OE~lZb?>rV8^P_>Vr zxp6-iR$J{YYl9^s-oE;;i zOE^xZ*4CB1-uDM0#S;o5mSCBbV{AhZ7R=cQZ3&pAjf_nDz#Ar~6P$p|%-LXb_(s(X%7IOOg<1e#oDlkw{(-qxw*S z&22^q{$5#X`5d`Zh9p%8r%qy*bok(9k;b(mOP5Si@zSPGe}}DUqszOKP<&4qfq!EA z<9rNP6)hKto1MhQRKeZj;CNIYOOq_?K1vuF+4LThh$+1|5QxNCE6ABTTQEB%RiI^^ zEi9nS0k&Xfq=$PfJUt&d&N8@>l;TBWjrew~WSX(LUrysaGP5jnZT_u`pWJN}lR_|oPDM9Y!2;(5JAbHm^81uta zI8a!YS!2IMDUM@Icg-S3A7a0~E!@8=8IoVg-_(9gtkUN8e6iX`9C;?tR3-+8kIvm!#w~YL}vQv7@KG|$Eo|VMYX7vE`>Qt<93I;t6IX)e7m*Ws2yI$_u>RXE6 z_;pR6V`t-#B`M7xF%DASmmy0J3zAb)XpD#*mKkS)DWTaEE2Idelyat@qMG7Gx`x|Y z<}?ArGcZ*^)fyWYE}QA{vcH+Xo$~x>3+t&q%ENMCthM?8&s@O5LWj^~eYfNF+lD8? zkLfMr_F6nq4*Jahyvnate;rm<`>V_sjdK}q@%rPci@Dec#&iw@XX3;~uq>vIpe2V` z+78!kmsrG9&Z3i?&)G6xsodld= z&sU58!d@ha<(~a7X8fqON`=Q&KiXty`6sD zJjc;*zhN*D)WZ?VfQ1;8sg{dCGXmr+L4}<6KwKuXck4UTMM_0&U2?{JvQg`m<;m;} zdnl(sITwl(9vR63Q81FH5vR~o*y4T?vSu%N3pZGg%j(<0)MT-y*nI4 z99KK4Q!GtI>zLD=-6%>@74GlJ816R5bUGiWCXwU$x}?u^4iOMBsg3ULsnx>?pt1mx z!NC{GDvzTXDsdPkBx^wyi&;kAZB9z6MTkE>C@ysuC=m-MD12Iu%ZRurv@G zGckdPKJ|x0g$RKMSCCM+qIf%}-%6W{IE%PB@<#1%nU&ZO0T?4A4aNuo!#x24Fca>i zOafiW-8FI(S$P_0&;*Z|2?&A7d`!_;s85WHz`dx+!qe3~r;wFQ1rAVQ55qJKkY|R5 zsJD?b2Zoi9V%3w7Va;sB*kQXq}e2}G2flpqUAkds1{Kgv<39IL|m zjDAO5ni4n@Qmutg@*eELl2ITPQjqiRXjN5faGu!-4%ICDNTVuLniTf=2!onrkoJto zN*|P3Y2Xs1pobt8L7FJwU;JZGby;hhY=GfBLaYgMTCkhg(JkwB1ohGj_}AqNdy2X6hr}0 zW=YmHDU)f61O-@?EfNXS>RH)q0Y_%ebgY%16nSQXlZ7ZK!31rV&^^UbSPd~Vicn#p zWW`q?EP8NBCdokTiT#`W$=SgSso=&jMMR5)jncCuVv(p!)7czpyaPtBLO>Q`M3NEJXed=P!+Uc12u6D%W1C!}a)xtEwXOsqw<{+osGWE^!o&ne zp&+ItOr&Olz-~D$@SHjEVMPU4w22f_li`|E0z{fhR-DMWB)8r>rhz1coFs&pv$F_j z0F>$O`9VYsVU>xEpfW~EV_kj zOn?IHiU5aDZg0OM$&@Ne?aE%PY&+;BF85WlRM44IWfHM&?t15I=Dyy?HDkE;h{U&!eQ&kZ;0~a36ox-*%FqJdB&*RsbvB~QzZH~+&4po#AOde^S zlmkc5gw3ZJ#QFEOa2gjmXwSj=f!_c%A?NIqG!EgH!|31M1U zDrG2Ggd?0tnKKjFU*ozL5BgBb@rWa%`A(G80&9fkvA18LUYF6cllMB!a>0^LOhbF zYQ2c=!PEhhFk+Q#j>iz$|FKdQu2HF}86Tcs)Bp6i|K}gqZKF@*S;n{PII8K**+KdI zw12pGNqYSrKmX~`#`g7FUs$K{m?A`%E!QOoup>B~%9+J&6u&PLs-L+uXAV^lN|9hr zi=>F`i(gV(rt)B?3rfM|DI-H)-6P-wLy(lrt}S_2#kkb;g70AGMGT84`oFzc9^LKy=VLRv(LHF5^o znd_*snUZL%EaR+w2Peuw&|n@^a$UGK(~<(b-m3Jd*S$WBGS=gyNXwDe-__$*$owi) zv~*{?IoVORd=e6+x7oCO`22j;)IZ!VXJcIYX zo^4rd(*rYxrwtCzgj*e7Nh*m(kS8RrjU=+Ad`t0~(M*FcZ?&3$#wq(3tDndE%yk)Y zaB9(_%j4zt7w^PnPy9CN$%+kbxAxC0o{Q*UmShfSkw&`pr+ z2+mG%+-Rb-TyFi+Pe;=f^bYT$q9Oq?2Th-05fPEh9AuovK3kVUc`~b1Uap0ew2zqZ z;M9^W!!n)22_=If*eu+wfrJ3}2&1Ihue_T?R&L9gEWc#6cKFxdJ$qXTC6t#E;2a#r zBx$MS+K4DTF$30Wrih^C`lqItyGTm zQD8Kf(4v;H6q8^P7nw7T3`tsq%fmx{88$&xbA1?d2V5mE?t`9!H=;rqKzNWxLMV%l zBCS;6ieUFXDbFzIZ#fxhi62znvT%<}&L@^7;^uKOgP=TT6l$m1n?M40AE=3@IKiivKtg=ThD@P!W;e_-A zb5fyGIEqpbe2N=5BZQ(p6t(G&9?qa5Uc}awc*ifHNAev~*hyV652l|_{Dvu#jF7~c zK?q{1SG6`kRRAr(x%#e(U$e?*k<|s5cqezO7 zQd$pFuk0Eru@I5HPjX6Br3vTgHK?YXAkJQhapy3e6i%)KX<|te(g+zDU3}TAO;!sJp3=TI?7mQ0ZO$z0yLKe%- z>9D>OagT_|2xd*JM&i>NbuW>6$3K7X70Wf{^QXR8MdmT|=y_BbAL z(aTI7vu{b7OF9(^Rh`7ss_$71U?efUQQRMAbu^tds76zyC8SJK0fZ8O(`iHyph~~b zOCd=e9+_SXGx6a&e1b{W)+GHNb7FSyT&X2FYh@9FF`{rG@lkbDvLeZf$rvsp2{P)a z`Bh1Wa*=gGS8&qPq^PV})V$H0w92f&(by&t7zqYt$w`=|kc<80P3)+g<-sScho-J& zjWQ8N#FY7-<%u8>wB^HUw$mF1bEvqIk(&**s6fN=ro?^ZjosU<6m3Lv zVWc>{0VDb1xMU9TA+fb@eKalK`)w=B*WHEQY9zn!@$(w&Gv_fDG8%VwPyTh5p5jD< zb08&AOqw_f34_x!ktsYOVYEkt&5I`4$OP8{uE8y4Sf#9kFdaUtP^LLeU63a84tgai zj6^C)&2}Mj&1A5Mppi2yGx8JSO=+(6Uh9v$pBVop@iSO+(&j%W?W1l%5B0wC{#ZT{ zE>9?Rity12-=4=WczgMUenrmA94q&#Jrljx{cQ9B45pqiWZ_&mXXbaY0FWVB>r_e2 zL2i5se-L)`$a8QbRRMW-t9|1!Z4MVgS=|w?gi8%p+%J-91zOPJP8{vmae!XtdaeA^ zPv`id-;YH-9*X8dcVi#!7VJg~`(>iW{ymzHwoJjQBG(lgm6tiIRpuJzr*TSIEAd3} zx5nwKxRLJjLbP0{E^Mr4LAg1Pc<=VrK@gl58SdVBjux|$Fjvvd0u+nKnSK=2ChD1y z$H-meYK(3}-E(a<@?l1Zvz*MEb$Ebum8wDEazrdE8QXgF=QD5Q>_x`PU3DWcGK-Ry z+C|+>=J}9Mg+I5oMHOuqtIwd^yuDuU^}(K&c^R@2=T~Rm?^vuZg_F8WEwxT^GU8hL zLp=Ag4C3hrc!G>YRC+nm!Fx0!OQs@rsb7ie_>l5l?6&y#8IO=h*I!p#Z|!yz8ft1c z*naJV6_9L7!ghk)WA!M?U57MPTXr!u>2yILmp@f`a z76d3U!o!U$Q_04h^F0zw5l-nudNSA2NlK;PV%&%S7(O??(m_H>Qiw2c4$vs#T8rJY z2(^_UF(!FuI|ZHEHI{nLj9b4BEGaLQUx|(@gyn!B@dRUu1S-e!048^=r+78pWQ z=V_v8w7qgfY#nD74Jr6es zpaph!Cz!MQDn-bB_GtrtEdmLXv;r)pmbzL*_8%CoZAoSTLX?SG=pK7UXI9Q6NUee|z>EnZ-7_rJNkf+E%J~laWKPN; znhw}p#Ho#OP6w|_i^OEKx*V00)Fz+KwD1&m)AVKgbnt#Rl2xpJQUBcQ$P%OZWMQAa}tgw(P+Alk(5zBO}r6K6)DoDsacQk^BP5! z&XnPWz!sT9q#WxyX$H}7a}c}7iGqu86l%;i)04oe8XUt09fcA!Kt{wFlu<~Q!QV~% z9h>4#Zd6jhb*MP1@s`vg_XI(>mioy2I$wxTDT_~X(@dhmqYG&yho?$iOD*Yr@8;}; zuJ96KT9nBOQc67Y#DqDFqmvoWl3dNdmQiIi4s#w6A(qltBDZiLxd>}GIgl*G);R#bILK@wz0%rH$O4vZ{)EjovQs(I_hgMPw#ZigIy|c$&N=cTvx|@HiB2p${RPUU zt_e-b5O5)l$zx4V4@^kRf+H~|%9Nblq)O2OT6%JTQ}M%U zXeAdW&76`BPgf2W()XdIWiZUy;?|U03&c$r#N^J7$Usve&LBS-T`DsM=v0+yo=nVK z-p8d02Bf-HP-P$14M#1+*di%sWfdY&R`-?6)0~T3$E0`UD=@oF>qTyL_8PyMj=f?M zYR~ORO1^KEDHtR(q}OUXw=*})$LL@NkUIe zri9u1^__z}-}TYV$q31$P@m8`<>Ik7Lj^in2dO_Jnc^NavVh4EY|b2~N6$=2z^x`1 z;?y`8q?Mo+8Rk`pOA>>JhXg4>I5OB-QVZlYydorL4ahk%3ZX#gb}d9AWSR5*h4Fj; zQay{rd#oR>?i3M7J3o`YSbfvwEeHjz1uYi6{+{B1&j>KRZ>Bb%EcBV$i{iCN@?vbJ z$E1SCz04H4o=$Ry;ug_r5oq$ikBNtlGB%~}t_a@;fhz4zx< zn1c|^26v{}qLNK7}Zn{%FI^$VTL(8D(b;svH2mTs1^gTdB!{G`Hbt<8SslF6*6z zkD`Z-i^Ud^09XzdL`)yZ@p7H)qkm zr9T%R-{|kw>F*Kh5jaNNhRGzas!?)P43=r!@+Cfu{;vdPn3{&VC^l0*hNA^;4VL+zB$iNg71=Thvs z_xUP6WBHAQA|-sf^`yZJE@+<9diZM&H0Kf@-iOvKSC&5_XV6c`2alW4$>Xxkaa+r_ z=bt~RN1TOkjjHNkL-Hj>&N+v(IL4WjNe_@BdT@@6k*+B#w9<=Jm8SKivm*oH!rDrL zNSG-yI-DZSvrOPLJ&E4owGJOug;rS#)(Q;x8;PkF&0=1YViuvm22d&qqvXK|$}MK^ zZ;8&t>4>ANeY@6uU;k+U5B%!w+g^Tm@biXy%wOqGkMjIfPmP`B^{w8dW_TRlL7-qE zh$*?Hj=7B4$|vHNkT=h)@wnt;3_tBpwbsI9Ar8q>X2wtutU3fiIgy8gY8jrlqrX1Q ze_w`9o1}sA5Hn_o$U{AEYF~;djT*|n-p)L1KK<$-e%Y3_+T*|b@z(hK!^-AQdE)Bo z0rw%>{T(F2zS;}K>^XcJ6Cmm;OUBGe-IS)YEC8YMm`K^uewlud`Uha$R z>o$D|4&GDVv?kmD0yeVl1VUQb<>$b%xqe32z`$E=81c%(w^cOO;y= zJNHb?ZP`X_Hj{JA082o$zroV%usLU4lPHN!z_5HQ89J9{m+4ASY*&B8{XUn`1s0wn zl?}xJCVi$Y@-r`Z;BN%_a;v@JvgNm5?)aOm|3J@Pw!h^33Vu51Z?5-6T71~=I8?zcwPQ2%{ zXKE&(z zJ~S&mwqIVC4cu4_NXe7Rrt+_pB7UpWbf ze7zTp_?vZXwEY;LUhU%%KezAGndEU<_E{ zOCcgF>0wA?;ZH)JM7?L zC00zVtZ?$fv(E}{AWYDMmXOLcCuU|QMY0FQ7Qr2M!caY=XmZZnD;O3&PRV**FRa?n ze$4YHLQl%J-C_fM5+PD2aM*`wP@pIbsQm9>_)aU zTTArxuf!9v!Y{VDG433W+?IR^c5&ivH>b1KDpp3vL>DFI00kugMT(-`;&4jl>Y5=GNe+sn ztYw7GAWQael4x}y-5$N~H)q1CTr9(_1{A_GiF}$zg15Gc_=q^h#F~U55rQCaNV*7V zv1c_m4Dk^N>dakPij{B0nSCK7@&q|$l~`;X?lU=ymL!Vwh#*4oj|ij_F(P1mH$J7} zYnCPJmZXu9NusST1=llQg&gF_slpESOdyshg;_>oWGyT%C7dVtogN)KO2zUJ>!mN} zxPQUr0ps-9J*K|5pKH^~*Bej2daBbaahD-5S#|s(m5JYr&9oqCsEtHkwF4-uSE_7l zuuSx0+BI%vN*FB^3(lDa3{2l|$xoF;rsbTTNi0GV3p07Jr#Nbr03*}fZ-~}}v%%R# z$SK4Vq@;;RA!K;qUFn>b`S6g|GFx(Z3@YyML>8Nyl$x3Il!&DTVUBs1@!JL;^SZsTkKBcfdv7k#=V=2ud2O*gA7wSAw#=+= zw|1w`D{0ePELJngH-4IL6LDzsw(7Rli-LXMhtq$k#ysCF_qnxrc%EfFLl`5da;_4} zUXV`_e;@JR+Iqj(w(W&G&8p|M9hGjLvYdn?^AwIsS%5BaUlZe@(p=6reeHZMtPfcz zX#8l*4OJAe!mmsV!-IN_ko#-3L50snd@0n_G%)|mPp|*@;r_ey|H}ELw9iBS@jSLw zzFd#d{D?Z7kt5C2WLp=VEFDy3$vdh%+?Vq8f~TX39AF9gG|Gol*sYcMc^f_EWXxsN zTE%my&r9mb4_)fHuw9y=>^C00SeEI~%}Ceo`Klf_}}P9=VJ>OP!L zXPJI6TkeX!-DlNFtGPHjQ?HU6mCOFAT6CIcr#vrLuQmHF^Q|?@`xz0X^2LvGzLLil z>l)kZlKX;cOY7BGO%$U&^zW7*Cx57TQ~Bkt`JxXF6^QP8jXsyN=6T>B zztL~sN*8>48c{}`Z6|--bZee+d|$df;j*H`|8?g6)Sf=Zs=xf@LmzSG#i*vfj`G56A7AM| zwBodXq1*8F@#o+FH-G-!fA7oh>G|!a|HuFB`t2)y{0HC9Oa8&^R&RetgSgPSXy;O1 z%JnaH9j;5-^St(x#ylR&{K#Yf8sEQdMOjy-4`Xiotp{Fs>0Rii4A zQ_knx_?tiW`TWgquf#f)#m5D7w&gER4=wBie);tM)5G~xmwyv`eti4;Pv?KWG+ICZ zhyVHC|DRs|_W#&F{_lSOhbJ73O7(f;F(lT=j{!>lv&b%7itRT)MR{q&dptY4knIGsQ#L%&e%7;7pKt&8k3*j@+U9Yg5R}xKSEKu9=2O%T z_bG^r4-Us##~-=uR7sXg==GQ|&$VoS`dxg=r;i73_n#l=osC{}{9$t%b@?$QO?zi$Iw|0H`=6fvlv*_x4x6A41Wze_l?>-F;!%O`@ z^t*Pj(jUw9KP&zeSL||=^5x3s=FH=`EgHfADKs$`B@X+ zFW-P<;*PdScdQuwDce)Hq4 ze*3<6rzW4-{^spZKYuRSembzt9_ z`|3AYBdg5u_TW)p9Jlmv`-!uyWz=}Z=g;GO_4Ac+rX32p#O0x{->y=BqQBXHtY42W zm*4%^e&5cvdVK%Ye7;R z5qEjY%WqAt$B%t}+Llq4Tg3gxE8np`KFYJqF#5Z(%(?y&`IT<>WzUP{8t3`xcgv!U zX3id{kqw4Qc$1Oa;>)Y3V`m?{Pe0g~4?V(OCJC}Uk^mmW>Ge4jE zLmBj|6_+c%ihs>XaWrW+;6aYdI^I^lfIgnfw=(CPl+>Q}@$zF_@8`!Wq3$2gh~q80 zH))L)yC1mSA7LUIG52{dYeh`8!TqcmSsL}W^n>hQbm^|^tMB^Zi#>llUWZS@)5Ghh z>yJj>qx`USFWss`#|)N*+T*vNdtJBOdj7e}(CFx2Yd%Z-{g}j$x4A@#SYE;O__nTx z-9OsU`E%tHs&DXHi+L@!J^1#tw>Q2#-ntiA)}>8<10Nj+-Y$CiFlk-&NhVE7{{4rS zUoF4?(|zkp=^%OgG5$bxWJHG1Cwb+^eSTcd^67kC_pboc`Zss`<#C}#*vE3?=W}VZ z-h;mL`P^muq06ye>G=~{8#AouY)dAU_Cw)x|4HLs<&Si9RSbf(W9Mqr7-0H~j6K4^G2?p5DA!l#G*T?mX-~Zg|%TkXr_w^iQA8nd# z=gfPd+UV+oy2nYnvp&wJZSL*(R`y?VnESvjIPjJJCHIL4tm z>oRWV*WipKX3Y5}Ei;<-yqx!~huSmEMGyPscfYUoe`G1c{@}(`R$up%Xsw^m+v(xX zKyA=;rTzgiwVpFi}+ z2h6-4K3leU#%cM5ezysQcQn$*q2z>0^i` zk-P~`2|3D_+fIV5a>~46e?`7rp7+fU_ScAAY1VX(=@_ma?Kvp>xT~CvfArhG<$iBi zple1(B1EZ4)<`+PH#s!uLXZE8Z1Z+t;<_&X!w-AC47PEzxG~)|PJvC(&1d9-q*YYG zF_N4)VCN|FL)uK-vYunXtR-YAyk7H41*DK+e78cBO-{0n&KBK=jfDo_Hy65eRQuqo zr4%|pw7zN$O4i$D0e{=-r^QRWy?(r)<)eDAz3TalwA5oMb4kxhQ`dR9)@(_q>n)qa zvW>c&n~#S#kp^<}X_la}2DOZWtSmo3L6m?K8E66nG*UQ_k(m&ZB3gt9WYtY0#V6d7 zl4_M@)pbLJFe@>oq%#v~14@jhLR5O{@FezDoQS(I0})El0Ea`1U$ig8^R+k$ag;(} zc4X2NlvG6iHS5dBOcoL4@0*-8Nl=b)Ibs8Y2t~auK@^mUBm}3mL`%H!h?rHScyJ^M zdxU%B<+)#<#`S5)5)dsdMDH=3AC$Y|a55uyu)gOl=Nl!EkvS5B$cQ3o1pQpI7Z`-H zEL5(7Yso9qsljTfGt`q9#&Ax4ealjNSuK+MB%Ei#Ypn}feb*NNDUF#qEJshvp_tb; zmSXwN{RLCX++_Xrd6|9vF(dN)iOV$~Pt_<;;xcPBr4X8p<|Um6jmgK5zz)w#CDn!W z+9&bB?1ifUoM*`>DBuHPB2+=ez4}>kEVOr7;Ese4;k`=^5!U^qYf)w*4^5OH8A0b9 zm0iV{C#Zviwv@t!OYRI}o~)huAnrm`rLqqnl32MtL|vSPGc`iT0WQP>Mg-Cnu8N|J z3}c&`8H`zonM#m6af`-Ip6;Bo)TOg# z|JkJHLS5ySWkw}bPQJI>5bBkUiH%E?l1rJ&^*(Xl*+&+Ps;*QsFTR&%&OAA#^-JqT z)N<_rJtj7q zWlO0c$P^oO>>@v6^W?!E$Ouv-=>*zMi?Xn?FKmToBB|wW zrVzLmmvm3Dm-3sj&OoQzh-2~cQ$GF<&!6M=7y0F1b{ww{pN`$Be;e~hA4je}D-V+J zNP8oGWpysixG|SxWo@Ng;9^FCS{|Mf;uZvJjFw(bTxMAs7T~a z^8?Rw|C7yM=)CY)D2~im%v`2ia;Wsk3*-Z*!hSH`0F0?eTh`F6mx2xT!I(2fach(3 z()x#o&RQ+`=ycKkv6OLXfd#B25jt`)xsp7}bha1uo*`a@TgG%9YV+!{x~#4bP8SC@le*W&(0%{>SwfKbZ+PA*H7#7lj`q;J}IA+bIi+uGURQw z%t=bcGG=yo@`T!w`{%jTb5n{%qlM5|dbFr}(NW5IZ#c9pLDxi7eslR-yOlm#ULNWB zGUCkF@5}9*OA$b9$hkLjA)X?GCrOWa*DyhbGm@c{yv^C*r4l1@bUJrv&@{{# zO5;-G@qvhYKcBK*ZQ%jRXb&O}HMbSl?Weztxw0#^11(!TTxTWP`@t7PO%Bszq}yN{ zHvFdLCz(>*IhT|r*nqDY=UoiOn_O#6qBFP$!g8r4hQ!URd*N8g19_sxu}DLORf(r}|oDG81dX<39y0oO$5DGuS1U^vFOs@HQ+m zJrgXWcOn5;M26g$X5t)Vv7AYq6Q zl}vw&3$7bgxrmheF6XgUA)niAM9rPb2KvT@ZEGKXi3p3{0Z_XLYGooPF#Z5o@(XgzO{ zyC~JV3YClq?|m8Bk~IWg-NoS3x`jlgDdfeblB|2cq)gSMC213>P>-~kAqy=Z^+nba z*Tj#3FW}XktHJ=&T;z&u5z+8_@OCD(M~7>pfsb_p&V@CZvVaEW*nJm0T> zUUOpXr;PJ~ta{p^u%up+IXrkK7lKH3#GBMh$|NdtXrDQ=8$xw4EhSr-rDQ9#AWMXb ztbRHbaDfy~_V6LhrIvP*(2@y(3C%&)nP+Pi1|S0&KoT<(frw@7LzdiDQowe}5TZUE z& z8wgCq5KUr7&dh^rup61KgHTaZT#j>+cfnWPEE z5Xw{tVaQIaV;U zfCwb-ORyOMhqxglm?7evpcH}-oh`(3JE8Yb1BCmM=SA2?5>kYc9Z4~124{??!S3ZC zM4Ds}lcS7$dH$T27E7JSZrBTiRn9s&x=SZcaYA_Zj`S+*J~A_Dl7J)#C;0IAQbr-- z5KZwA0w5WbDN~7vJ=g=DK22sU%#wTP(_9`CoH!!qSRd}oWBbzyvY*TuuhR92{hTWaAl4QOKE{KrIDX$kK=1^BrC7iDAfODFHGD%O=v~|Nkcq z0+gs0p(Kt#GBJ=$cvqzjYFmRM9TAxk=`q8_b6r=JHhcD9m1feWmoeY2&XGAUORc)z zBawKxoa4#nJ#nw46}=)_VhHz+9?Oh$j){3hfP5C@wWH5BFUpmbl^B%-S%uhL4FqAp z(o8)R#Nn3|0v=a?=FF09`< zX5qE+$AQUpkc2HjXs{V`PzhPw%5dfmTQvabNksj+hF|s6rT?hr=s z?0Nat%b@<;&W9>}td_*O>F>TR->&1e(s-%G@3nS47nKoW3r2-YBy3pb;rf>G%wTW{ zVkkSm8%KDZf5bSmrwb)!sE%0gWvxq*5oPZ@qdIZTp=Rvm7&J;oOKG7*>D_nA*cMBR zPBz@bCb=THCv1NuZi?Eh(CjXq@FoJEY<8Uq15|v713<^-TvZcy7 z>73A#5k2Wd>`5wH=aDGkh?G)GS;OL-#hf|3>Ri{m=GXY~!S*XZb~-6~zKs6oGgoGo z%KC6RhSOtY3nVX{@(4iW0dyG+-g`L$RL4?nTWrt5B@BtE;KhXBENoWki8Hs>ml6|f zEVCHb*OedknCn`XYw4Z6TU}Jv$62rUq7T2n|MWlp>9_yazg!td`^bL%{QoT9{%6j& z2S5MRHawQE+dqB0|4-%TKh7dVp9lthWwC~fkTT!JQ>>z|tOnnSZXlBJP`8HC#^Q7* znz@nKdYPqaKYd%r<$ChaX;d6fWE)-o_@zh|r7S)~f-1@q)SlBZSd!)P8 zkY72EsfOb06XXhr=kKy9j&=6xzVV=*=hHu-OJ`0$v(&{rGy7Fjhh=Hi8ETtGG*yu3?91-6>iD`a<4Xq zV3sI+VHz1Df*b$=Sqh(c*+>~xC|8?@TewQ-c^P>-`Rl`nN0rZC4<5(cMWA|-i#-b6 z_j-)UL;1K^&yCh2-k7X0536Um%~*85vJ5tna4|%Bz+9;at?Q3(Xlrhg$z}M4P#Q;^ zD!VXK)^Kqp-6UujdV9$w5;RjaYB-WL8D3c)zyHYmYSrsJyFO&QKE5owzJO>miayi& zNH?azb6Y-@Jf2VYaYH?VX9`o&s%_HjI%jwY1Q{@ZCofB_+-IJL*es=B0w{Cd6Cf2Q zKokpnN+j;)OR2$XnU-9ol1EIE%TijRmf6>&t3O{)LCc1+-G)h(etn)f}jw6mllf@gQOUh+qCuII%q9?NV%=} zcX6KSofIO)f@nbcvhYb+jETTL!%vHdQcE}?E$|8P5c1u_;lE0{cDZ|b4thB3p!m6_ zDn16kV7g4e{&&l`Ge&T@Cu_u1|b1wSV1Uqaqh+w%1ps9B1#ViqMvxDwt#SO zbd9o*tU9NSbEtdOqC(_>K68wN@63fI#AX=MMQE)o8nJhGFOV&z9`-tfxB@3rmcq<9 zCWW)x3Vld^IYPb!^(>dpHJm*fbIJXSWNHy)ObdsAC}e5lAkdjU<{RK7fVhK9x<~=U zJ$V-4ZNX#OQsxVXfDcX=LkwmglvLyW!7aLrB&zdB1;`;Kd6{FKG>Hb-oI`I~v~U!% z2$6_zQj(&}jS3E*wYCv)^jX>h@S5v%axqd�U(6SK&$i&KITx03u=nxzh#2X+$NX z6w5r#XAGT0MO5EYS|lKnkz`aO`7}WY85gQGtC%R?e@t)WOnQngb8HywY#g=nRi*9y z?!mQP2xZQ&a0U`2q{JL7fda~zkqn4JB$$JVM1oN5y9Rk{f61^)30$0P<(% zOXSZzekKkQCFazUpdkt2xHOc?f11n6tTJP!Dk9TO)3H>UE#C!0#&~z`g!wjf-!*`; zoMka#4Zof=lhT=x#1$z-B&5o^oENqTgc>N56KcLDPCQ!H5k0wdUb0A}Yh8~OG+26!E=LCIX29ZX|U^5PPr$n=cN zOk$!!LUXP6Yonm{Dmpu10O|TRMmhReFDOe;f2FyXZ{OzSlg$YCAxKWRr(5zYor#c} zVrw{0njSspfQLmQ@J=#f&p?o*n?6Z4${uq!GAiy$mhj;SqI{2)2LNJ&(C3>2X@6D3 zC@Rw;Qk6+zCz;7?+$V?zeMQ21zUv=@i zLb0t+uglXp{)jlaK%g-=>=f+5D%+~b6q2XUp6t>>i-h1_v{0jna@ueTplPrba-xxEYh9aR9Oc|i8qegy9AJ7Za zBlHzwRHMja((ZOpWUI%_WKnC}g!h1FgH;ROMs=rT1-Cgl~o zdDesDKt{v@Sy(E3JewsYlcn1T4X%WeOXtou@<3aewxBWqr&Y&}v+Hmn8W9dQtyEZB z&Tc_LTsulfg}|AJUbG+Dt*}bd=6n6~zxB75Eq)MciPYOG&sVo^C4-mtb||AtsS-{3 z6LO!^At`#9nsfK^a!{l{ZGNfI=YBtlC~^n|u}G*yvd`f!czmX{kVpM-;I6Z3G7DXM zku1E9L}6QtFg=HTm*16N|8)P`|MMT7{xARE51T*WALgHa_x3Np`T7?f{Gd;N|MegK zCI21l7IS=X`{nU6Ms%OxqRRv8V&IYd@a3L9fdd?xL?Ib2VZ28y?W`&1y!N35XQO_t z!9-nVCbPX|~3yU_{z-yx!~R%O-Pcr^$XBI&F!i>{E8=NGXEG z>gu;T$Bc)1w=yDwj>pCH(u^Ly_qknKySQhusk(X%HRSSq=uPB*73Li3bkgO=+Azn} z#*6Y+w25Y=0w6qLT8m_|ZbS zC{;wfXr2KFH{mU_aV!NNF7rPc{c+}B+$E2H$9~D}ZM0u_6rLM@c#LB5{fkiNbz5E9 z@Nr=YC+o+Or{rqUMd~SjWou=LT){HLr5JIk6p3N%#Eqp9Q;<#CMs`jQfrs|2F{zA< zlgk^&7QIfRK%pi=I%nW4yTu%ctQjRea(X&?h-k0Z!54}K@;Az6-ul!rEQb~E zTeYRU;o*7ccHVrv8dGoSB9f5&9DY^qtQqnQY$aIpGQbKcV#>TKC#dfpi_DnG6f8l^ zBBZLC;l3_JzzkQCQnyw&>m$s|T!~&SE77kb7WZG6s^Tg4?{S=#C6Y;VfmEu6=Y4ov zE;DT$r%qhU$|}~o_ygw|Ng*x@daoGHK>+RHjr+<;_As42jB0PI58>$vOJpf5l?}9( z1@o>H1wK787Ux3PeluUs``FcNEpt<=>-_lmL-Hx^b0Ew~8OdbHE+q=cisf`dn88FQ z5f{@Dy8>FbNZ6$CtVtrVk|(me5~(Cjd%x>Y`Ym!#{~h7Cpy8a1XB0VcMEos{|0w*g z#{Y>-^7v^^Di=+E!0BY)MA-9iOV@sBj8r8^paa zMB4OteY;<7yS86UdvHrgn6qgsi)R23dZ*51GJ@EEvoS~`+2#apB9d@(vQ*6^fRfXN z3o|_PczWqe6gB3gvXdRor!~)ct&%}uO6ED8XGS=|t#eIq;q_VY8gpe*q4lsR!J*O|L*A`(n4VF6FA2MAG+B{{QLsv{jp z%H*Vyq8ThiL?R%X%_XC_Du|FJ&5T_I5rA+H8%icZM@=FK zh>{RV9u!1LDIzTI2&&5P^ng2~-Mj}-OM;h4I02@&O$y*lU@ZJfG3!l8&kHVbBhrzVtrXlj@RF(v$+ zB_*^TFELVEsbP7%iF-8Ol#VjtGs6KXQi%j%HoC@RAd$|&82~4eK|^x@?3_;QmN_SU zCLu}+A(&8fCV7U##VF^cz3uI|50zWFm}-gncz*b3 zT9`8sRDQ@#*JINxvAtmVDo45A@tuF<$N<6%Iim}EX!iv)w{o^pit0U=X^8Aft6o7T z@e2BYR8Ar{jt#a1!Lv?I@Ln2wQO`(AN>-4hWTucC+%PJU2OOL!nJ`Zo04!jdvsiLu zOAW+GD#XDCZ@>fcicHuW{1tRsFlwE`$Fzl^fyj)spd=wMA%%p=1u@e+;#~oqNQM9c zMi6@p$?23ai7eFJGubehgeh5RDn*i14wYH3oQ5DE6JhC@@7-2O;v`PW_kJxg69MUL zZ2d?Zs!J_Iz)VyXBCHs{>#mR4RDIe~|Rw6qqDvMh;~;lpB1 z<~g@3v~h?IcXOji)*5B5kvT&T;&n(h9pWiy5|P266ec1H0trLQGOsr0QYR~A2IUaz zK5uvWH3*iu%v4}z&cJC&lpQvV2lcf-a!RpOM59PP zkyB)s!U=ei5&`66CQhWDw91&xd(?hz?k;*?^d@CnQ_5IJ*M8~u$FYlyA6xYOPY>g^ z*LZchjE(qdU&_`!>5<1lzNgL*aEjA5>qChHNrV(P31>c;I>=t-w<2f3K^D>PNvus5 z$@8%AoTZpZOy{H;@sRng6em5wllWj55E(?mw=cxcxis)y%(-(yrp6PSVdgw>U;tyO zTGp)M9i|0Jx0Z>w=lJw`WGzJNytV~xT&n)x!UWReLbN@P&mt|$$gkI--Av-x+ zH+nnKr$}9L{&AaGBW9!CM$n(Pzx-%j_0vg%8-J4fAo^wY|EfcoKXdu1a4#}EmH4Mb zbo&mSl^Jk~ghzUah*pjgbHBB%WQ_@*trn@-?{gg59nHX_y0vl4gw+uZ(MW9vXX;_J)pH~;o${OhRW+kE;j|HFU!f45)lkN1~)<3hi$ z_di&CCkmUDm{CrXHu6^w{mOMWbt5#UnG zB?HB$jdRlVd09TB)#5LK!Xiu=*4kqiiyA$o%xcs~YQ4m2d9SUBYGHq`>J!C9kM?8v z`cj9yJhfxPmaQJl{P6R7jP@a0ZS(8n`DdMRv`_Z1*z=3ztBx1CXPL&g?@sH~51|M} zQkk+IR@vqvRH5#Nf;H8R0VB7Z4x%`(5j3Gd+(EklQtQJ*d3i;cAq^!mBfE{k5pP?` z7Qth>v8xQonRU)%EddqyJ591VdvKE~TSZ;ZA|9uw3N8c@3_C(YHCJg1x5duPd$`kD z=s+5=2gM|{q=kv)&{Dl@d-5Cy=Dc!Qa`}3n9LkN`9on}z=nuF~al1a0_`wpo}<{)1zkIr0^Q7-L^{gyn z){?4apKsqUeX5To z;35?CL8vMnV$3*b&MLGmwSmqNqaVQuVJH)Gf&#>(tOz8Rn0;_UM3@;Q5EU(PyN|ey zDX5>_ZTML^m$mXJn0`1iGpp9NR0YR)oJoi07`9tM6H%fP9)7OS>am-fam(N(cHL8*(o=_f1LWpsztY)JVz4Irl}hKGoMLX{#uGHC}!zC3DKBnCfg{xzqPT|CbZaoAAX2Z7Mf#-T!cw@ z2!+5Rb41QS+1yJox%azb6gt&2&6`^Z$`KYPYh7A79dGmP;hex(~F zcS@p!Fbj)?h1=U>Wv=1rI@v~$L;zXHw*VDF5(hvzh<`Y+oI)fai;!?I`$+T5bf^&j zb%{5fh>`^Y%=8R*V`Y&-(DxBNV;49lJUxMU-#Vd4(#(vUh>7%k{~a`xjtno!rNj_U zZmDExkpMFT3?wpV!ZS09aE=@y#E_CwA;cx12Z<6yf-@00lRRN{7=kR{mm(#5<_JV& zf>mH{hSX#!teU~I4#S;`cJ4?%OOF63E`Fix4$sU)A}K+U+&n0=Oe)Da5)maMFkaVM zSU8a*(w$*Mhr}d&qP#Ic_#!+c&3pi#ffoQo%tY^!V|O>7)TATKPRGo$a8VBev&~yr z&j>&m!X&I zurAH4lg!56&-4~R2oV9!oKj=fa3(&9-j{{NvY7TZhdR{jYB{`niYE^ENC7I*{Sk1$ zG7|hQzv7Hc!#e=a(h-xu$u&rllQ<#p2qp%VB1O2Eqe`i4?9L>~GLcN6upO8cExC^5 z9_OmIh>mnHl^V;E(Kw@;!}CrfK}qTviHuCZiNi1A9XV5`0h#P1iNdd9$zW*b0+p7u z?zy<{%i0`ey88$ctA&@%6?}gsVWY`R1)Gz1syV~(1%5)j=Z9Sx;grUu9f$yAlK z!H+pYa!u~U4kBbV=}T>r}~)n!enhUVBni>Nw}2m&}orWT9j;S>jKSM6wtw zz~aW!D1=oV+8GoO_X^4aZ%X;Db83v1!SKQaX2#59HgJf5kpiSzh*#1e4MBjz1@4%h z@s)|V5*Nm*K$}zgVA#utSiq7gG@INf!h@%$H-Ge9AB7lsBte3zm8bW@ zDW!Ij;NbL(u^%N5cBqs^QSuh2VLC&OTAdnMsdH3}v5Kei&R;VR?K47#fE$XruFN0C z>4~CjnuIW8NfvL)XVfAE9tL4jL)^OiZm}j2s#0aR<>)y&Pisf7S0ZYbl}#&8#*Cby zJ+NAq!{B(GHU`Vi_p(2(svJr&9b;G&_Ez$H&4VbMn3N3H*Sq?8F}Xj88uO$eiIyp< zT{o#-P}v1Q+EjPD`v;_LH0= z7@k1F;b{Qo^C!34jDX#VO}z7*WLAxO(qu9cgDjMlLXfhw^fIQKOj$Ht>0~mtxbwoX zEa00QLv3}@UM;gh3nxP-fgxg8PnR-3ha8BP^h1aPIm0Po`jln5o=I6#6qPf=AREzmFzsW40H+|gvRhG9M zw`E*RaCx{=^oDsK-Rl;mo^&sTGtbh8=D-Hpu!@ssR-+!G5p_BREyA^sbdy}xhn+dj zQ-^QD4(gZ;`f)8f-)i3#v()D*Iw;SK`uyAv-hTPh-?hg#Z~xlAJpK5;Z~yww^Zc{v z?eyF8zx?vM+iyQkIr-;*JAbtA-+*S!$H)QN|Pr5xwF{xZh3Nsg> zR9XZfK!F@T$?-PqPf2r(Pc~clt;$x*77??b)z5H;Hsgjx>y4T*Q92JEcfF_Zvh@EN z`uiag^A|qvZT=wnK97gDb-)JM8^+L>t&HKzEf$wy8O$J}AZ2EX*%BSQplQDELApyM zI9Y9qk$94k55^=A>j+Ttv^o5w5CLaSpEkkU6ujI#j*`rz#5Id|!aB!%WO7+wkK(zn ztHaBWef%WmgwUi1lPA!X;B0rqM`Sm9gCub`+9_`!a{Nz;mE-|3Sbyf|5)ZJ8>lSwE z*ROQ;ofGRtDKlP6uI2QwoSuC6AofM!ZbgYCEPQ&hFmZtrc<;aPdMQf{BN}6lAf(BH z_B7{#{Zt9oY3$rsWwCCEtW-tC*Mxfb5CzEJZ=t)od%9$}`!vp^+A3j>9s=X?)l<�@kUo#T8tTJVVT- zMN8$${D86VW1MG0t-9Hip5~jL2=lph^lM2csWcA6k^ICi@a*wf4tt2(1glK8m))QNt zLROZcjpkCOQ_j(BK8D(Gz?Kmb6s<lt9!{} zX3Ue*k`n3Z&W4q%U}F&Ib=o5FB*hYglGTn}+IvR@NTn>CM3H$8T_p=sGCNC0SY~5h zi(hCCs0$+^XP(IxJlXYNOh*M07*naRAR6fclId@f(tBY5)@GY0+y=H zaP~M=dggT7Wm>vu1(!f%!a(4N_oDfBKsW^g^GIh9GjmzSu^W$6gtUM#8IyUqhcdGW z0f>l<%$y*kuvqFGp3J(Tihwwgx&|cQqgDWtf-;#g1PDfe9D*>;1cJfL!cemTa$)JD zPJ@ATI4g@%Bs^oBMr6xrNCS-CtJ7o~YDk@@fFz-R)yRaXrF$&msgwl~@F{7EDHscV z6fYDU{zBQ+A0`fFgj+^%s-R?&51hAq+-++g-R|xOkQtp+L@9{r+$93xM9AczBqk#I z|IzesOOh;GmK`?NMODqrJt8u5=icX9)!k?ijfQ|C5C|wFANcG12a+Nn!LIH?SJkPr zubCO)?q;T{>%xaP`~iP3S94cgI_DTN8djT)rt{+91PM+=DhF~(4$0I+cg;v1Q|h^7 z(2#iseAdQGU8xCra7W>}T=!#$m=L@)_^bg67-*1!TWAeqi&Nm>9>P{40D`ES_RBnu zoh-Ez;PE$yttdyv1PxIB{~PQa0is5n5f*98BvK>G>5zR0L6RWipjjl^g4W{KgPAD- zn;Hzp-=4?1jDAE!VP>RfL?(nUhdnCKrFm)7=6M{&i~^{yAWMoMMx?_dN4gzPm$Z-* zGDs+)WJ@k}K&~@Qe(ORVI5RL`-OjnKL6L zP=LxI)pVI$${tZp(xIB@>JE#Ut1qPo2L%`qDkud}kO#J99PRBC+S7+gF)0J}dR#_G zyR>kX9$S5#c)M*J#3{vVwOZ1%2(O_40;uTkg(NWDixM#1)h%LUObjL z&(=7P!~`YrB3T$!VC(3_k;23h$zh=hfC>u(6qCX-O;QO$c>g{aL_~j^4MrvjbD|0- zQR2PSRtZk24Xh!k@K=F9|nh6t^8ukO=jf;xurXRP@N@&-z2uk*$-QCVLZVLhp9hC zrgJ5lFdtx{HrK=cseMWqOgaDsB^EAYp(HhE{ddvN;VhJ$Bf62%l4Q%^ETY0F`6 z%?hHqR1Q21Q$Ib&vsK4B_$8CpIfX`%kgd1*OER`GwzIEpQ>AlVIu-e`^LH{ot+LL7 z$hT!4Spu4R-^1LZCRR>{a{zY-Tmw1Qz6jlm+79kHD># zIZ65;vicCRjkBhCAHHK+x@WqS_hp4(_Xx4zX>=atI@_Ry`Sc9$k>tWIo<$CBS*~wO zMBFZRupnNV;N!l?#J1e^DD6$v#u>xhFPR5@fJefd^9grx1a0LOBNau5A#QGpj@*3(EAP=3YDB4(4C&cRf{o}gDcQy3XJ`jh+#N5}n zZ=y02F~0>Q(zf%fjGyO1rN8*xPN$?ZwI_u|$*4YWjZ+vkP$~F$ZFJwY3Ye*~DCu(Q z0IQS>gEBCO&DlY+h{WvZes7Y@;n}Jcl{BBqye#V*o&IQY*0RBaM`*IZ6FZlX7&0w9 zrowm-pL?7%q4XWqmt3xvS01}`Pepjzm=m+q8F5N_mF>u%Jzv~61vegzPRi>Xi$p#6 zZ5yxKqYYPXXZS(f`erATXQ+=G0a)DmmM3w)vJJgv=NNru&EhBhD^g*C3* zy=*=7!~A{d6hD-wB?c}-o?W+!^&B@Ri;|x9eg!B=Nvvg6Z3N|T4MTSFEb*KO<)2&* znhTRbUn9zsTeQRKZ+6JsSCv!cb#zHTgeD7|o~P}Svq|rV3B75qGyHMf2`QpVS&7C- z8BXF7%%Uq-$DAHH-;^mOzy#p{Jix@ymTk8r)ld_iD$zW}K* zH3l1YWib@zGzz3Ap=c~4-$nw=v=#*1_DX#%BRmHt_^q)7NN@`)JLb7BFhA(d(??C)-(3Z4ylk9pqNbVYNxCSqO`<7Dxnez z(N>bc7%;9Q9DUrkl*X%<2oetigx;roo?)=4>4Ts?BMG%uB7(5kP09>ek{72+C0&le zugF3mCeF;v84*A-bL3OaRJ2pJUa}nXm6Dm6;f&R z;Q@5y06T~glAt8idWmq4kzpx?w3wIKeVY#{Qk#b8B=o9igvtnH5F&h-B$Kcp$#P!T z97mX=r+6xmUic@0^uT-e0*1j0mI+e~LA^O-v6j({(y85|=vNO(+fBzyw}u-!6BR?bel9 zNYh|Qsv@Gu;$sjW$s-aD4sS^fNa7`e!VBElJ7RZ@5IkEoGY?B5rb@we@HW-ue$Zv= zlaa@KrL@zxnJ@Z$!8kmL7!XEqjx=+$Z8N)`J7c~fk2;1f2B!VHBTsuqp3Bw#cqz}n z`hVVQue6wmN$Dbh6?KW3YL8Z~Gna0Q@?3N_$mw#7!fuJAgX72$vR(Y3n7(mBiHPYe zc^30_hEDnQ?+Q#nAP;)KC}#xXWioK1D8MCuO2pxO`V7A{cGV9m%b}D4a#(PXk&|YY@K=w5 z)bgIvAcMffEw3{}(=?^X2!uI%F!;JGdvTAM-ZLybSwv8nl%lCkou*x ziMk#7vb8UAmHoRq>+AD39^WqGtzV^xs0{C#zQVT%H|d@Fj2;1t60|@zR!I(s_g^24 z_6!qBK!R#YO|DsA)1sWTK((x~(nF5>9NS}-BFvJU9&>hEdOl}4*5!~IEJ;C}3U*~K z{@@?DPV%p%JSb-2$q^U~K1k2V8~KeDi87qT*GWT4L^JQ!JEAMOW$~VxFe-2gBC4Ww za`Y6T)!V8P$&YYRmg=s1tk3(nblJ|DPrYxRuJPq+&->GzCi!oD|IwD}z7UA&eaxTv zybyhm3~KjWPnw4EInOV0-fWJ3ZAnMoc=>r$3s! zaY*51z4H2W`L;gO;Z>+!7hGKU++-jB@bWEK$cuc}`{(=Pc8UMzOQ{dpWm|WC_4(m3 z{^fZ*@wG0$KlrPZ@1Tv^KWiQ0>k#Ss*W@Go+2$sSlm~Q@Et)@k_?Leg&)c`p+qU6z zKJfMR7;?W}|MGpI8@9e{9`T7MUAR2kyq4BJ)wPR zW2isw)ZfbIp4aPnyv(2cJhc3WIsb5+B=l9W3v!`4oUvQ2COlWkjeO3ZOC)a)azT<- zsvtp%a@(p-Ip=)ra~widOQ9Y#^S*vuTB*tlJJRz^lBzGyx=#&mrEXQ{x1_s2Nv({Z zuKsd63)^vN7P<_d6mQ?JLHpv~qPRTw`eDXOhv`mZ`AdngI0am#5|;Fu{;c&LmVLe< z>YASxFh_L*_n0qHn}3X!y6wF%-_Iv3k7tCtvSO_LR>@3#8;>!git;WH z71?2P4v$&MAQDJR)8~)8KictFg!W3E3~)qkwc#W;Gt40eWN@@b?fbJ{5%&kAh6}m^ zO;h#dHJ8I*KX*&|^e=mZK3=jObN#fI6agF0EVAfYGJOQuOyRL;q}D+^g%Xh&3-M5% zq^{`|NG6l8Hv6Dt+C%F*D)VHE=87Q`;b~^ zjQji|*?g^KY3+0$V_)-75tFo8D`^moArWa-P%q2&`1-A0mt@)#iZ$578cb_gsY5=D+_O;zx`8x7x`4jn%z}J~)%yQ<{+Qy6I+vh$V^-b!? z*vIr4RB+8Aby-|mPD-1wiRfS_{~hs(@|WOWkbfsKA>C|g`9}2FDIUf-7cCFO*kAw6 zy8UeQExBO)!OkN3>s61k6Xj7T?mp)E0D&4agIHEvD3VA=W(L$U%wvx52QQUWTxAL( z2@uit!-z4m+mymtWr(LrT{q0{9j`HtY0-1al7o1#*Q1go143L_1`+Yfvi6w6h?Lr; zGTd*w4O`I9^;s*-BTYzCG|YTj@Ajl3AO=%)KH>ASsHalNR8S=hAgOzGQU3iR<;RLDL9+U%wKscB= zA|e7wrC#0c>BD1`rD$t|$<0=~H(|#HXwc$Me^?MsV+)|PN1i_h#4qZmVIYd$!04J1rrIetbnW215=9ynIveEN8T2OQFumtf^ z7Dl0LBzF&3csP=SIf}ASJy_f`Jv`jQMYvXF@YA-=7C4;uDd$|3)~YsQ#_1Z)lQjiMa3be>IGh22>9gih&hs#H z#kuJ^X}#r1X^2i{#KZ^z5(&5Ckqt`oVlf@>PV<iRO|!JO=j zh#?%R%8N?#BmV|r?Fh`W&44{oA$pcOSpazSv_M>~YCf*6Qm$^q1vOUp^im>$rSbaX$I= zcwT?~w=TC&HdzjO8Tr9Oa&|dv8P`}(8K)e~bn#MVn%KUW76vh(#$pPh@q9i$JdS_< z`~TT%X}B%(R%VoFf<;}2eA0eg!c@7}=W+Rz*EaO%<<9ACKAM?;8|aeuWZ&-X>iQUb zn>MA>HOiJQaa&)nljHGR@0(`kX7thcW!mGiHk7(&-VP8FG_a)+qrOnxQUK+(m-!Hyv9E$Veug`YhuRlbvCDNHjmAqu-J6^Z(yK`Qs zZFI4oCi$Vn%Y4jS+j=a|-}G`H&30bWYdyXEyZiI~e$&`LoM(;Y`1p6X_0QRUhx}IV zuTSwPdhfQg_iHYgGUZp-*tI=Ska@M^#a=J{%U@oOx8hR@=d5wg#9R5{>-yh(s~@sd z!8!ZsMn$iv%U+Sk<8>K_q;~c6+xklN?Guh681m|pO3$^6<_V#J>o&g#$Ynhj>CIg_ z!o+6Di+)W*`||1X^M^WF+bH#}x65<(H6wl5=i0h|&RgQ~%YOaX>OzHHIc|~Ux&(u! zt$(oGQi?7!^)5n13G}vlEdJnmGsL{KSu$*t6CdnF8Q?5l z#7k7{&-d5MFTZ46tuDP~rPmgJ?fQDZwE6t`^OvWem!Ifq{cy^1{yaJFv%|lJek%Jo z)y}e7U%%=)Yy9c9f7@2&nsRjfmHUq^4&`O(tI*}wGxwK2yJoc9__s_S@jPhU>r>H2CQDi@w_Dx8L2$m!mC@ z%Qm)v+~;wQ{p$ETztn@~NsojoUnvDn+MClqzRb7vg!dmj|83#lEk3mW_$)uJ<4eu3 z^?H-*u-0bXCJ72nUF4~7^?6Y2SBguwN!x{WBc4OgeoeeoZiE@UTbui(-0F6YIdQ+g z)L(x0=j(5CdDLoV`EA^0yM5lW7X8ZWfBL(h?YsNx&)VZo`(uX9g`oeQsAY_rUhlzQ zam~vm+kgJ==h2=iKh?g%X$XxhdR$Ka`jA+3{e4_wpSM=|!=GY*xyRd@$4YM$-vYOy zk6g+t+yC${|K(}@IO^~E^4;~+RN7bdJZ}#K7aZDjBD_d&acPQ_VOkK`PhE@&gsQ#oL4^ED(Fw~HS6(qDc{jI zi6GNiKYqLZ@U}cfL_Ht*6)R+j?S%$4&AL2pm;JB*;phM4`Zxz%>h*}n_S5(L ziGTh6>-l1}VmvHoe_mf#I(2A$;m6DJbza7gIe!c;&tE0xkGkAiUBz7EH=U5^EXrZL+Fz6(~`H1%Pb$>mJ5{x-|7O6OO(x?aO7<@S`S*}LhZxR zu8*aR<&E`A%3C>GaP6vdDNxDif4yFGbF>-JYJD z6FznMj`2g+|HoK`_d{OP*x|BCUuwtqQ& z`}p>weg55fkz?NaZ|IfsM}Y2zP~=n+p=YjCj`M`qMD%*_$G#TgZ*_dr)11dO zv>X&(#htZxXT;e!ACj_=A1l zqHl4!Q`gNe%l@xwk0o8kpm{!T{Jgp!KQsRBq<_}++#cI^-{^<&P5d>A*0#*~Yt61Z zN}l=j?blj>m+QCh8BfcX7@aCD>sk6C;$^et-e;;TE2-K; zya%=eAN}$}JgvJyXcLo5HZj`j8q=8{rCPWC^zwnAX~{t)dFtf+z4+hpESz7p+zBy9 zInj1WE1_(q5AXfX=dJAz{bSO)a%i=&8}sRZ1*<)US@7$ zEqfk&VJl17N1lSMe9n{Ej*4bSO_xIJqyD;eVin zNnQBywpD}rDSXNrtT8yT)@#npx`k+1!il&V)gG$jd$!RE3odilFv6PN=*J)as{BKv z{|+yI7clwuTB6>U?NfrMD=`Uo@3T-mwYhL{Weu)eS^=?-&>qeB@v#Jd58E_ug&rC# zBbv?E{9|jW{?JF?d{iC?Q`&MQE%X}uJ047Z(NTt?oxq@0|Oh;hBv#ZbJ~!g zHR}>(InmDE&V3H%s8YFH7m`X|Ra*^Rr8bRDx!W6W&GYvZ~} zem%d|<-4{1F=va>YxHVkF-%;8qFR<&%Olr8 z9`a==Uq3uOw&xLT($Af=U7vyv_ffg%;3el5TwaN6ZMxPH*^*T%s9gB3b)Io2SdpgJ zYdda7laDhV0$K@AW3GKt&Ve)HTu`g;65S+dxvbQ5KFof4Y=4LHv`FRtYdL>feP7e& z&eENKLksE#JyiA{CNG?yvvr-VTJ4FPIi9SRx zk>NB+ENKEgsWYG9Mt~#}!}K)!$U;ofIHd@R1ShB00h!W?X0a(}=LoBMRwfkkfO~LQNh(ulHrOf3 zP8ie289tm~Sw`s4yCQ)Ac@~Ny?}>owk*eAnv}6VWk^y%cA5%1oQf00ZoCDK%o_ga1 ztTe5{bL6YT%w+?p=2?6a35rtnioH4GrGRRn&1^Fykdf}Tkb87(Q(8|7Mv2T}uSxk1 zk05bWN68c=;(>a%102K=0wRc`xobb`Im>XFnKLBTnisa3jYXG~nn~$S{)U%OivD@aa6WXGcRId>f?a+D_a|-|S%y;fy{F{B zlYSE&7y6!eVSf!L_aLn-CEN&;(dT?1rC}~4TArg8E6`{d3BdDtJ#`y zDe@fmN1e%g=dmlF%y)_}&40^&9LvR}oNwO<^F9twiXNk0(1xzIXj}W|di*fU_s7e& zMxeKgCzQ>qS+ofDy zv@KkOkbp{6l)gT-_T9C&(x>B?bSr#^EpH6%s*HC<>D1Bnx7e^`r8O@^d8jBhs!MEppd+ z%!N-$2nfO9teF_it;h%RC3@%iXzEg8(A+;fnflBzb0meTk_e0FAPUb&7e%|ERwgGu znn0l=Fg=kd9x}R`53n+U0)mk-G9m1l>!Q_0&SNqkrDiEl%i4&}ormQZZO(&7ptfkZC-pky*5JmF+%ZXO-IJTGG=G)6wP&K3mt-=jfV=Q^r`53i= zg-WHRWvv0C8JND+W#WIgPK*BOa@jNPG}pEE@kAV*$ANLCrxTe1iyTa+ls##JSr#pq z@ODgoP&w6Hy^=2@*IslMoo#=q4?BWFg(7ECkdl$xY?9ByE5hL^Q7{kYQ}W5Pk$lqn zS+#~e{FpeEwx?oCLF2MUfz(tQ+;_M*H>y{XC9F_Z7@RZeV`xgxzMVmiL#-}uqCMhYA!0AA?d`)3J6$8IH^c@C@Uv1!`)MIhII?* zY9v(3h!Jd5JT)?$xe^cJEj z*&0s@A5lFC0|gAVe6V^E$xPx#)Xb8XMOn;@SV+avNkmHNIMuI`g`#r+z9Ltk=(8@U zg^FdMaA}%z#uyVqGt+{=Q1mdTpaMHaHj%BB%7t8VTJ+%uQw4VB4tNAez-*K!4_fXy z?ziFQo#bR)Ft-B}J>3bGF+n7%%R;P;0CFJ`dEeN^I~dL7Iq@y??tO{Qfv>y%_Lo-4^ zlh}k^l$Zrc5y^px5e2+dswH8bx5zhfO@22GYT-q>M#Qw^s3E*~(DV~Lr4dRUshKk< z3d;g*GnRnD+2=A8S%?J`krv@d0ZLyeiiGk>I5?A-kqXkdWpEYA9G(GOoYW;f14t=S zn0Oi@NhKv095hqFPJ)pIl!Rk3 zZYCZeqE4K^J33ck-(gNL2?6A8lN`!Yx)}$#u~AuM)`Vr{m|Dvq4MdZ%sB@{q+Y!X~ z!tu`H1wa~3VR0nBe~0M?AfO3Ek+EcXgHKE$D=>bqDjdqb#1frDkoAMtaKtQ;DVNtd z7V1TlYndoBEZzYLbDd6!Ue!XbJ2+&l7jLKdm$tLWD!he!<8v-QuYBd;WaR`b>kLMJ zH)=(YWGeEV8!_2ajL01X5X2*iCTK{GCH44~{D4`cK$s}9c#2QmDP+VFN+Ac^C`YTi z#4{672+cw+Bood6ljd*XFYu?x0p5eB5d|)$k04hIPRnkoV#0gnOFt6`<ZgL~PzX{xxaozvM|jF<|J z=o40nlJt?j2cEHfX#LwLaf+7#=~TEJO1DN&H=-&^q~SH}Jub6ILVql}vNR#Lh>;yM zhTh723a~W-Yw`rm5~n2nwrsG*1Y45emt%LIvFymoBI)8;SxU;90(8$t`n6+&DE% z)2XsImCi(Yh6i)Wtaet5f|gv*z?pd={BZTR?vyjB0!>ktWbFi-eF3%^tEIRdun9~` zN&?uRoJq0hbR9*Q_uqY9ZZ9?;$MWXw@2=)@?j?slNgmGfh z1VyMjzv1$9S+1qWaf_&zmu2wc_|@|s!RU&aVOCqpLfne|_M$u&rvt6md6qX=EB1*= zkm&}?%n0L=q$!=%IeMScZAc`K;!4o5rET<7iA=;oaNYYHc zkL@kuvAk{qrtjmp$as9(`?76UVVW}Cn1msZ%-?n`jb#Oq&oC1V%`?t#AAcL;8vC|R zam-PVlP7Zyi02^i#!);kr@zS5&Q9{KmT{F{`+LA`#;k0 z8}{>%*HG!>#2`W?r-($xD%+?})P0%W$*p--m*dnvvwZ-!h;YPo51(9pEa;jGo=WzN zImQ|1b{6+?%@D#?nSEm82L|vTCOW39{sn`UyDo0b=jV$s&OgG z8sSk*l*;9C{-Sni{PyLT|yP} zH_4lN-tHsg$T4k-v{jy-;57He?3XA$%HbtO){JGNr?fqy69IMW_T1xZ zC2%sCdw+z%N<0vs_T^NvEyxbFvzTMj=Q4D$fF7V8g@kIb<6 zbsB`8qzdu5Gg;)5VwUUgC}T4ubD!!TWpUIN{CT-VuB@jPP@P7N@xI3l9=;g%)9BBFPiP-2F;jmjbg@VB!>ijhyvr3vm4oqYRr!Tf%n z_u20yv&sTqA3SbOv2hmRnA+pwDkgpw$of+~t<4K%%@j)@0`44zpD4DHm9R%7Vj@EX z1xt8zhwuWG7*FIoyV_iiJs>PqEIJKabNX@K>B_`{B|FA`c5-h`RY^425;KB5)|no1 ziCPiAgi8j5-w#dZvr}p;6X6D{qIJ6_wR4h|;__cLgFSuT&RCK@jk@-Fo72FWOiekR z#HocjzJ9H|RjgFacrQX*g;+ULnA?*z-2VIkKlx;UplaC(k~wHm9g? zQ6-(2p-9ECSE3aIKxp4T<#1R7t>+V@4-TQms{`64hn;;<%L~&z{hX z%}{0@1`8cD@5r8BP?+U?$rFk=-7_axkSw%;6-+GIh|*^YXi)9 z7JfX@QyH8yM(kOHs?1fRnFq(@G(-|oGZdqM33yA-ga8HLh@PCPX=f$vOpxM93{aTD zba^`6?q(fmo&{V(uX8*v_RnNe8;sb@jDnOY0vTS^;AT{HWg`q$T8@bKZFYpuv=k>1 z(O3=&xWz=cGKdIF;hwBc6q+O^G6EU76F(@n1QV1%ECPg?nT_>Q(rx-ZFmz3-b$T66 zPjnD5u}gY|i3O)k%z+nXA`E8FFi#4IaJ?^MX-wU1WMv9F#Z5`UaORm2l&QsYd53(} zd4mwAa}Z@F1!zK~+1iZ@6fABJ>>R!IpWDVdxgBBIQo(AdQj02~Bik_1yw%sW}Q zoiQg6QJA=}6z)}W=aR;;2)+KvD^Q(m|rYlEHx# zqTrbX?bFghlcp=XCejd&3^B(rn}k3TdInJrO^jsWqP+4%Sl4l|=S8}Z_zJhseexWW z)G%^NhXgVPWX$Q)g5{*SJmL6}gIGTMB8)fMkG5}0l<6E(gV~j%v@;=275t9B(PRgu zE2xFU<$d%rFh)*L!h-?mBXamC1O&xYCrW3g!Wv23zK9kJwoxXk*%q!Ut>FYM<`x6t!gP`L z!o1P=rja$Bl2h5ZCMk^5IE7uEh=N6ts@xPFGgu^=4~ftWO$k?Cos&3(y>Mn?PMxVv z{9@}sVT`rFN$wNVI}=?!id*A!kZN%4M8rJ2l6xXJu@F__^1eOTuhcr~;fy&s`keko za^LmyEcGmxo|lxCWh-zf^&i(H&kLKCaKhP zNmQpfF|j~eR!n`E9d5}aNz`8soA9ALTr!y>iIQaD0w7>h%qalDB$~*azm<2_BqcE;M!I!EYMZ=7X-_W-j`;EPZ_SsCJ@HNWd$jL4rf--1qp0GS%tfYibCmz(Dx@2{xvl2Xpvl%CW2xaV<>AFTn0)LZ& zhu_PepCJvTI2e;-<0uuGF6v z9P?Yuqw(^y(k-bjYcRuox*r^7o+m71T$bNyyt2P#6h}2JQ3m8&&4Q#3w+Kc6nHnZ2 zyy5tn{dU=&PcQorX4{?vLR| z1dMUE5Zn8_yRTF}CS=Cz`I*xLj&`JYESYlpnESwov$kVlPj5p@SD%^6U&*TS2!W!c zmA88k$z`>|QkUq<>8qh7L5gVQg8%9DMRmGZb*|7>~9%TL<=QkxLznj`UH zjF7xCN}01&38DM>;Nu~rGaV$;$M8W~F6HSuXO?ZY>zT(97JYL5$d5Vx_#a~;-yY`Y zSamiDR@U{{f002-#G^=G|GqdQd>LQugPm>#t<+jMme3HE?Jut>}AYb_y=M$g2 zSdXzJtC!OS;GtEWV%$L8uQriV?F?ETvy=- z{|fnDF4X7kxP5xQR$hO3e3N8r7|G;*#Wm4ZYVTAe<3PE#6SS0DjW(bz%VlH3+y5sliYP(G$*_#jdc zh|+<9I_i%tN}$e3j+|zUQRk#A6e+iND`65x@hIs^HYSM>L>VH?pv){xy{^fQ;3V}$ zi3Myu4_{98Cz+o7Mk>JyX2K4y9y*1pMk0@qGpF-c8*J-!)aP)?Nii*bCV0-jorV%a z((ryqm|^miOS7C4oz?3*TrSM|In5?;wrN-D+I)aSTTE!u%W|L(v8K-$r9qT3erOgaU}_dGVA|j39EWrFK_M|1Gy+YahXJADc(a+IO21u#}ixRcMqU#ZfBoY$Y z$7BI zD3d6K2@P;btLaWYlbr}sbv5%jc#y*jXF(Z3FEV>)lHoVqAUXSwYD;%I_>}Z zCBPDX1zkjPx(#EbRx>qmcbBk*Cer{5m@|_kp@@={kxJPz7?Pg(?kQ%;M5>fhiUt#h zMGz9{X^z?BjQA{Gh$!0`txvSFU-bUea-U49SP&c$!W7J%Z8IAf5R*9?6D*uqCs+%S z!I@!1$w;P?NITU?UP#3?&WP?B*3`A`0PVs-p*+AIRf}k|ANo@b#&)}@oxWvOJXv=6 zPWVYwa(Nm&rbk_pv!9a+269+R0?9Su<-PV!94rwY>>Q3{3GwARy@Me$b(%V9WF|!r z&`35CO-)2k&u|IyU>-oaa|FL@$tv%QF1y!>W|Nenu~phjp_78l>6Pe`aY@A2) zL4}kkvPVwj*z1;KlsPuUrrgqVrVT&$((5f26xQVFK}WIc3AttpXkymQkBkqJXuAsEu8 zjp@8mR7>uYu!odwgLy=-1s9US+2gQteIK*EYxjbT&7e`rJUbQAR$$Xl<77rm>X*8y zsTVngPneUfYOelVe^jk4x3d1)PxSEt;~Dw&>FH4-W50{-YrEj`l34jXFMNYL!6zfi zqS}BMNm{>m;j|%^OEh1e_Lk>bd@ZR-!?>v!;n=bFx?Ez@x?N;!i?w3Dm9x&W6MwkALC`cd%7 zKdc4tne!{@o(A*p zh(7lC&G7TfTN6%uuIE9$$b!lA&@Ge+-}Os;&JPG$sv36?pHEfowKhDD>@a?oWjKXnoCxnJkCLuC>X6i7&I#t&a5$JPLNx8I_)7^c#dqxlu zLkd%^FhVV<;fe4`1|lm$+X0)wj4inIWG2cY5Mpu5Zk@D{uqabxVye#pp2>T+!;Yr# zSvl%!)YMBQV|=3=KZmAUyv%WU@87U5h#p)P%HMFPxIg`gWi!-{0)fm|QI| zLtR&@7a^v|HQN%!Q!jXX}%_oxI-5Rn{$i=;Kws zbXvZy-YFb8txuN)WnI>V2qlxFFk#kmYCV@yN?nKoQry(2f=lx7Oq=xlOWNYO5KiVI zbg`64OmYL?0}ppAzAoinRs%u{X%Vss;!<0h&OSA-gT6*EyA|SEO_k9s$YLHrhqJkE z>EYOs=5tE85WSO1MKm~^DJxrE0?ykOh*Qy4(k=JfHwG$+haa$obalrujuP`Cr!!a?E|^3}!3o-lElO!?lJ&7?^weaE^j-oH zNDqUl>P)5tF z@-dQ$jdT(QGD0o*q`9TJ!KD@^?|m|qp(Q7ffe0Xol0ztyAzg`*C@aa*t_AS4Gi*uA zM23=zsuYO?CG)M;kb)F)h-NggNIEBcvXhJy1A`@rf>`OzK?wpVGBb$?M1fpNr4-8W zIU{ik0i<$Ok_B!?y~?31OVi;NksxBIFbmU!C)Ga3mQ_h@OsXoioHm|8FlU4c zP-Fr#A|j@b%uJHVLhb<&2@$1V5{R6LmedfzQHjQ&&csXw!4VTOxE3xV_laZ+0W(d9 zPclgdB_d+d7*0f!3g*hEYFr<%MdovftuhPklwSjn%dN6fdQwtlH_z!Klrf!wi6GHb z#blTONC7JuAshmx_tlbNd8UX|lY({5(~^o?8p)AC>3D~d1^tb7JlZ8v+=EC{#8r~i zNRl&&ixs9Kp5lavh&*C%wQ?)d23aTqhjc0Y-d7^1@Ou4nKJRV0$%6-6G%2(c)RqXco%B%JYXX*Q+3lAa3% zB{364!T`zwEUbTntHGl}ZBiCyBsZ3%mMktwK?IRh&XYqjn#}4wc8lJto`r_1>j)m| z@9MEdQ2FW!;*%=~#i-aAoJo+LCbRHUSyyY?kDC}5p=jd~&y9NV11<&*;mpYB%{@qy z3J9RiIU!-2qeMTjWa-8icsWy?|i5GL>jXv;`WE4NjM7*=H2As1d?+0A4HP)-7~vV zT*AuC9nb})DNYmwqb$jFQe4FgoYPgvjldByEsd|>3!<_m$xr~wrQv@_cQ;E1~HCA~aa3X@Iu@5%3 zf3amry0y^Q56m{@k28plxBc@|;Z}A_9#+}hcV`QaNCs7sB1+^54uaB;acpx`S#HwC zKG!)q^IM;*U@9JrleH8rwqDTc>;4Z47x~C#tF+bgO6M~CUq`-)2(_i;vItw2beW{E zyR0i@wGq5Oo)>79oTxHV*{cjLz3NaW@alqvBA7?AQEi24CfHeuRIx#pk-=3VYzT8A zrpoWpZfEvPazPfMA~mOQUybY=eG`RyNVf=YGPQ*t&fi_Yuz^q0~w3EhS0@;slfdz158p2yE^ zAN2Z=T4E_t3mf}BoQ)SEB4cz+e*a|z$uIwRFW0Z1|C?dU_U)UVb@KJY?*G+mTQ5sl z=6DX8h_5aoqU+-)9DDc_-pW37pqVI&sq&bdkHW4|3b)S7t>B{9z!z^b^;7BpvGqoe zzvMWgaBW;JgZM`0nZAH7ywr9QwY7^|;bqwZhwl%2y9NEbV?G%7dcI!5I9|T;<$QTw zU-vLOl(JM)N=}HMaeG?-{WUV}Hrp-bz_8%Uj`G8hggNe&(Xgz^t69O@t?m*>AxC(h z7D1^{2Jb=hf!JBO)vXH-_rorW|HCe?t9~dhHCM9d>Z8uf{qui2(w(F!>wA>OOG5dd3JD}2ed$2U+R`b^jYaCaYc zMb6B3?@2mSa?DJ^Y$tR=Lq*aTKV}+9GV?TsDLZR$W=&tHYIy{8ZggButN^P;gr61x> z;Y!$+s!QR>^O#b;^SBfJxh+o-KhFLn^Y^v>Gs^0u7IIK>ctx(3eD4ldgi=PN4LjMB zc&Q2tnUkGJ+GMdRAcBq;FF^}aCek5+9GN|Z5J4vshZ{&-Fo-ERr390pQ#=GrL`G#& zP|X6wF^A1`_n z1klx~ltL8jF_Y5^?@W6X9=!w=5_kFAjHU#VF(yaA+%uylNI)Q#lt@Nzy`6MF^I}^-=C;#Ip9ap8Gp8Aj&vp+hR;uC@Dy$#dH|+-VYH`E+UO2A|f*> zF{eX_puz=N(q~RMaMq*d+IUg6fCtZnA;IoMP?X3>_w<<_8?|)zNTWnj60wpmH8fC9 zghbBt0E9(Bg`i~+z{x_HadeC1%Dl9AbXK)=rYyo3PMMK2DrG4Kf%5_-n&ifj1He+e zGLS-rVxU|m79(&>;?9|r5P~p3(q~FhE!DkrbKk8i+Xn zs-;fwOgn2?rSP<)&yIA0GYN;@Yq{tqoEc}z&e=6(LA4p6Ob#HD!ewT{Q$WTH=gdq6 ztJDk*M~oawNyHFG!l^+v@~=6YWr?s7V^v#dlF@A{$bAsc!tCtnNN5G0D?NmWpd%Mf zB$C+~kbxP+q7i}A$P?s}zDU>z9NA|CAl;TR%T40C?%s+XQbNk40Q0*0+j7dta2h$8 zydB0vChB$mCiIf6xbHH@Wqw%7cFH~KN^x+)Z5qvhhYV2HAZLasC|DASL;$RJnuV+| zQ8ltcoD@!}Ig)H<2f3g#ot(sz#GW)yj$O<(FGEW&ajf%lcXduFvxyZ3qxx(UXIm*U zQNcmDQKUo^-|lrCk_l0xGQ60B%rTFYHBdd(QW-9sq^>0MTVX9J8pMXe?gS+DQr(dh zM3Rsx9HfvcI2p$2K!74B95IQ34~diLWS*>(#SKWd09-($zmsm9UY#olbe}fuxOfuL zvez&UvdHvePQ-l?PDf@UlZgK&_~pnP&x@kLAZbcTsewe!xuhh?;l6jkb6rQ>_Gs-@ z`^z$NE}c~9lxV`2KGd#5GIVj}IL|g?L&ET|E-{z16~V!t7%H=9&3o#au}Gp|hNkBl zC@XdiM@}evLgEw~RmM>^IUYh0-r(6DeCLvxo(a6Sf03b) z#fz=?hAI4lCGq09M5Xg`o@d)PJhp0lt>z8iYLce%7~zQE$VdVri={F-mPqjw%0NcK zGmRoTZQa1rg?w2G74n3!WBvmCR%9|?zyWG0*Wg>rzxd>0l(!+Y$a>8&>IqXV6_Qg! zb8arg!mg)B%?O#PlMxrt>co+LnP2GC5@kz@o)|n;N71B<)5WrCSc&(cc!=_6BHO-A z&+RBO-X?F>Ue5XBS|vbXIF-k$8?sn@Dbe^AOsXUi@-Bcy%Ut#G#rEsNF1jp3k8>ux zQP=hQf&JuphCR$>@U!_7=yK*Q;(um*-{Pn3_*x%5#@*!A&`}yRIgpWJqNyyK@~>8( z&+Vxk<7)TS9yG5HC$48ojdiuMomD-fo<}|DxOk1Cv2bLD)1oGlsya*p6y(7^nM5dC z5S=Os;yK~YEG!9jXucQ@?=g%M5{Y0yXlcE03@fK6Z>=qB5ha$$IoIOdw|1_7G%n@d z^|*C9bH9N<^SIV&2i@PsZznx-r!qaDwKSD_pSRInTdB3e&t*=%RKe|!D-@5|f&{{652Svh|C z^nqSqF(0(t8G(HAq+m0etYsM=Pl%O~%HlKQky4LZMXUB?A5y4tx$yH*x3^1Tv^pQf zcD#P1opFD-AAuGZQQefL99GT()qTy!CQ0SGKGih%SezVuYP!TC)^e8MQl4dP@pKKd zOTS!x`O+KD51W+|<1B8GCJ^V^TWNkLVgW!orTNBp*CtNAnZ&n|zcR$1WX|1@#e8_y4#OVV$ucZ%@7*vK}2^Lg&N9ocNDLV@FaV(6kl zK_n|T#!(p%%vQF}#LKK1Wv4vVCexDZ)ARKmxgr!AlS-koDcbU^->ALia;@d>WxO2T zk4nZLSicD?TL~y=W@NHN3ZxPnD=Dz6=W>=;P zehU7WtsKvnwcpy~HOc$dT#>n+h$qXrrQt&J+qdto&-4Gs)1U0f(rj6p*xHSVs9NLh z=bXQ}H|~vyjI7EmWTC(j!3W@g;7jmL$vGz^KmyDxR%K>nMBL`@PUCK7swyJ8;lQH^ zn=1@ZsEX*4y}s|)x^Z7P+wgEnED$$KRw|e_kL=1^ihKBwn3V)Nf##D#kb5NuZDy@R zE99>)#Wx2ANz($6LJVdiew3y1rD)zCUo&KCjAGu7dU!^oSiwTHB_C;p z<7!dU0j8|fPhvGWQF;_Rl$~@l+rZ3vWxl#oKQ@U=nuJj*0noCpb$O%_8>CYXxQFuq zTQZ)2TChK8?~SV?J)C z$k+Tiqgk#4)xfCk(z6`HPm))}!k(GiB(n$+I*(&ePo~n1t&K+6ed!z*A*Rf5SSlQI zSWo6_K7k|PGe#0b)lqyVn;}62pa@CQ&BG$Tu5yNkhbPaX>`3&X(vS2M4QPUyiH#_u z1e-6bRDveBl#)D6W-jqqGLXWwh&t)Rt&37wWIQq?NSRbcGt=fU9~F1P6eI;FaoS`v zhQ&$_#2}<7!8r_Jo?Jk|lob?_Gik6oAx04LeI%tYF$K+m2(&0L*LhQ)1Whj~C(yZ< zZ&QehmZaQzWBjkLcu@`<6yXuOQsunVkDc8k{iuQ)04RubV)zA z$U&+U8Eo%Wo1Ql8P>=D(rxR;trp?SlL(hDA^MHc?6$I^}895`9W7Xh%M$QGMsE3lf85v2ZOAC;glnfl z^5wj|9ACQEor>kLdVatMg6+PA8K<=aKEdyEc^X6>URg_M$w;J7PJo3)?iekPNM~nH z3g8{vp1V0Fr#mY58U|;HO1?4;Nt4WiW>|(EqmJJnaKcgPvGA@SnVbah$hY;IAoEfgMde!Ve8Ust5H`!|;Rc={kmQM4e=IAvJs;T%rBzW0(u zLolgyk)x7{{efRTSAH$&vDAHu<78|2<*Ds@Tj#A6pi)i*bA&osp9D!H5fhM^9FT<9 z4+N+aWgy*Yf+IOo+dKyEL(-B1qDeexoQgPJ3s%mP@f*0RJ`cK`jxRJ|BDWF(squ+#z?4y@t<|=OWR> z{a-T<2^P87hp#e@$(K#){F>MFi;Vtd@!zR)c7F)@Dj&94owlp2cwjOQO&~0tB(g#; zvd`>&9}C4FV!ciNZ%tf|zZ-okAW4_>!Z|4;#iJ1YcTWH3nSadqzt#SKt;biQN#zZ3 za`9mIF~yuCnTpD(6?{VuS--oi*U{JgF^_Ji4`zd;W|deLmlk8fT@Ul8L!=6X4Rd(v zJ9oRpIBJkMlF28cFjEuNAx4qpQ6iKfLd;}jPwg_N9epFMOzIv;CD!tCq3x?b_VAr7 zrG+BrByPW><4;q_FMms|p88*9eg(_=Sh#&S^Lf!4ax)q`&64%)RGI3B%TLga7K+5g$K&Z2?>5+eKbKuEc(|Z}t9md5rDa+M<2r zK6nmyqoR5}U5`JbgZVo%Q@i6<(*{PXv3`}y9#^3sE@uiFIWy_{M*!n;xZ zsp{+6J`Tf>e>dU}YX5>#qW&%DH|hWP&-0hx=clv2co}c}j~Tb%lg0dMe9DDFG_FG% zsUeOzVm%J>!QMzib7wkM*REqLwaGA%H@%_Ku38m+`ar?1j4 zZC^d`kmIdbqP!gSN%5L)6lg{5y#mH5Dwl$NdCl{+(0^C&4~zfrfgbG>`x}7iK?Dfi zx11S#Gan_Ar3gwE&YV+>M7aX&Qc`N_1Pn|8BmK3=GYA8J4Zk<~k-4ILZM;uHGR;g1 zLDr;^T!wC002X*Fa%#(BJZ8K$$-{!@%cN0pqu*FsTZD6; z_U4@&bvdcFy8TOwf1mu?@n_vXEl9#odCS+|&5Z4dTol&~a3 zs6agSn9)!|ct4D7R7th*#vfEQR0nbr1wmS^ON+O;>JO)SeVBOfpqgURO3c4CJKR|5 zBKRMIez8{yy34LcuuG9$T-YoTY($8;|K-xj;@#g{ZhqibTLH zBHT{TWj*Df$1j^XsAZQ<(i;Pi^d%z_1Lz1hFi7Hr<7UT;0 zfrvA0yZ^Ql0HjSP1Gtm|PmRe$!4m07Vv-4fDElF;tA-`QX;ANUo3Lq5OBS6iZBlY7 zQYdS=+Di!re{!wfGblHC(=tfMjn|N9!R4|qM>l94LjV^%!(vYzSqlb5g4a4 z#k-9eDozBpDomoSMv)YR%WgsTgeKyGJ>ot?jh-?;kv?zhWA`aaSE=s@?ZMba|HMV4 z?lBNf0ZcAV?8A$u@HD0bp%4+Gr^Cxd^*TeQp@>?v$QPq4;T-fTDHNQskypwSH8N}P+HU@g{V?d)nqq>(R5(tI=bb1SC+{cMSK0~J_APo>`%pe9N{6GD+ZQSEtaW%lY1p}UM@ zvC*&&X)p6aQ#a2Px)PnXt?Um~JDT@$>iS}IW~d0c=uryc>*?6q=gvdCe8TdSesJFO zKrkOwyRZXbxaO3YP9lp#*u8(qmiuUqkm z_`1}L?G(4AY_X0*5K+{YRxFNX<;Utzu~F&~>(lG<<=H-icE}lVreP&^p`O+cIR=N4 zoKv3$2KkMdx|c^5&NN_Uyks1#bg%s(C7r1qX6Y zdpgDs{P@aTS(UwW&a6NsiQ`zG+u+NCD0yF>ZuJs@t8Hx;u=LXIR3?{&PtW7&<$hiD zzh3(H>rjeY$?=50Ui)v$>xY~lOTV5U_4*j+V=Q~rIoLn59j9{XLpQiLcRnaIdeh^e z3=^9gQKj&rv(ZC)`>_Nx_RJKzuKdH=pX6KcUd=Ea#XL+<*A;`Rydz z`O|%U*_jY`#w}{}$`&t#KkIm`+{^k?N(P>&JdXBKda*Shr<)!Ro*TvfeLtO!Rq}}O zb$z_ObeVD)bot?a>h&L%Jj(c|zP*iLEI)`A8=u?bcU2nX8`qzZzsi_G)u<1;2kC)R zu0J07bcog~IlkT3znAgrssBID{QsuU(Vw$x)>J;XucK@ZJeVtJzHAD3%Uk7cy)(a&H1KfnI|`~UTC?XQ3ThwbV4wf*%C+uSads@FHJ z&c%-rK9{zBaLJ!ve_GDEx9`9G!~bsP^O$dZ`TYI;A3yjnpWBNcbElcts!^AG$xr|N zm%sbB&*R^?O3Ys{elGNo=t*zHx9@-W56S;&`Srhi_xWb?d7;{W_k4SdhSQVrQu5Y z;Q{$YYqV|1E@8{=#`|D5fTW@)JrgQGcz=P^s`1tjb zr{m+t`@&!UJo4_#$K6k!%pRk2A1jUZGRuocojs3T9*@^JJ3lSiY5sO3LjSnPzZvpY z+W#0${pEip{#?I(X!By_aeQAXj>X=t<8irWXcDT+fe#&gJVw4z**>>Y z%kd%SIwj(1VhO)5@fXxrzTU z{|VigE{=7^s_hze-uO>1Z;zsug}SPrpY-&j{=dYb=G9eLsJ>qkp%Z z@hF?zQ@zD$SN?C$kGI$LJ6kUy{jApKLlq5YQUg>(e8iERJ-W}6V%M3mBbG9Ga?rVwLx*N|IZ;M^! z^5Yj-jrRL`5$8a-+x=_s`UK%e_3z;3Dn8kauk-lonw9d8T1bEx=DYq@f5K( z^7+fK$)j`qaJhFJPVueMZn%|xEZrEHYmK$KgPopoBj1K?GdzPN+FG72r%$K<`d38H z(;xfkAHE50{DpOvMjzfzywiQl)Ae9ycTRC2zhPSEC8RaeKPv!o#<_le4zMkusQ|8Nw+H&{25q-S!)i-~EoTcc9ex)&eZIp!I$ zkZ9tu{_v&`U&nL1J~@2f`m|X;;P@7?3FZlY?fq##F5R!dR{cbI3ZnEVh4d=E)<-%L zIIVJ)Z7cbZ)$Vym^L1Zhe>1V;>HOt%>TO-vPWJW5%KY+)l%aM?|I^F;zjU{Qu8uzveH5B*Zyu&xclPqU+|fGDFxORPV)M_(4p zkA9ppTH)3b%QWPNVs#B}Fv9LcCg+itU+WU>Ht6=bE}t)_xgN?L?&a~ZP}Rc5w#P_X zRbDtg^!PtaX(rCRl7GUuk{kH#=KnrKihBCP=B%~L5`E?^hAy8F-)VUY_+y(y&m_;A zEu(%r^zBF=+_~L^h3)s4tjC2sQ-ATY5B}cxqk-uDMC}r%Hu%VSU$d_g4dd-HXl~`f ztzVO{)3@-D{IJqr%M2Zori05?YHydler#y*c;)@I6z1iF=b0U6^ta`ic`VC=ble6G zJ8M4cXh^A)X}hOKk%Mx|cDm*o&pqQCu$|ZYxsJ2sIdAsc@1j%h!eXq^S`^LQpQvs; zI&E17i9`w@nHqV1TYEjW(=ztDjq52VEMvdualP~t=}U3gd~7uZcAV-Q^nc1}6u(jY zY;$v-zQ)!bmpQFF2UXSN&dZ3^yN2c2IlP%I`;Ip`(J{M}I-X=>JhUEVy)$)At~70P zzM5SV%@^Ej-lOK^W?flpGJC{GL{O4*z>}78Cyy9!n4?HhU3`#D@`c|^|ICo8RMe0? z>{QqtTpEj{PnIGgjC6lBB9{oR3`L$YS%O)1NPztQEVJ6JPr-C>sAxUd;8PFKNbKaRZvFD`e<5wUX!%(PAPTmmCHb7Fp4M#lyX8TPlvN;PrVyd0FOxl#gOhq~k5;!e zIc9t9@7-GwFy#>6$hoANMr1HJk>*GjO7eVL05EsV)LFzNrVGz2w}V5F0whIBdh(Hw z$0tqUk^xf=Q7E}m(9Bw=1EpXsxYWq%qApx-tWB{jSRx_QIPQe*RGq$%J#+oRsts>C zPBq&upM?IR`4i7U;}lu;rc{}#TH}KdkkE|O&=Ml0yKo?ZAVo5SnWzZKF1!^C9|wR4 z6rx)8@$uAV*B+1a6KiXqr@i@pUNUKNH91v9A}wc138{X6r7;Ln?7TQrY%Md4#O!>c zR9Tq1LEd9jNJ&Y=V#iG~YRTlX;6xE~3Wn^X z&q`ECq(qZrrQy-V`fhM4S;5^Y5uH?YkIGsZ*BRC92;j1AuA(-hhZ=p4k^64yS~ z$L*v1rKq zH|l{Fr6Wd5k>0(5VW}47HwtlgO3ZOXzQms49@fte{km2pbt6MQ^Gd>k%@T zN?POj!}jE?{M^3?ePeERU4oyq)p}WCOC9&~{O7z~`1W@rrC0tW8QD8~R3;Xki*?rH zd|a-B3)jY#0-3=x;REg7bJ!k-VJ&*$)?!w;TK_zv3_o$KGvtU4?BE{P?}F0II&4ki zljy}!Zn8fp{z+%8{7bXF=zo#AqTT++FSW?BS~uIXP;!Hw3pbiosMMT&FWY_gt?8+t z#4@ME2q(@XyDQbTSd-^^YOQ3};Gi*O8U?&CL6#9Th$Z)0tv&T%?>*jeCrBkG zI5GEI1VM;|q*an|jwQ9rKloPow_mwh8Fv(NuC98#VN4Hxpp;t51S0sPFLv2UxFWbhY^*HiqvD4iQ7UoQiE0NSY+_B%%yI$5o&2|tr5|;X=W^{r~252GpDEfAdyB{ zSP)rnU%B6DH4!n2ZZzD+JQn|-t9_67a5UOKetkUsCl=8BBfkBkaVJgF^h~B1P-I#^ zG+Ep^p()T(&DMnbpqaaGA0HK*-6qLbKq?V?T8a5xVUwHYQ z>Bpdtq?KdyDuP0k!HIxRcx$y~jcuIY(LyniM#Pa4EV`bDZA%$X&l&LZv9eRrqq79GPB1~8tc3^deXC(&%pz^ zBo~4vO&}xAz(x^31bU<-JR&V)BqE7WB#k3Hr@^LxkA2+PI5quLwPl$1IW107&Y#rz z7{mQB0jnH3mZhbOhjnI4B!mf+5Iexdxo~Tx)+jBHoIDTlBqvEvVkIsj#9ZEQZ0a$K z%vu#m8ewxXjVw1}%Y^GAX9F!Fhx5z~0yC)+i*GW2;k>Jag%vKPvM9N+rxt3nvU!BZ zcwai%%RrOFx>kM)Do6Jik>haM&1YQPFnc(AkLbvJ$n_jSdP( z%$iYxFulN#ywz_>ubFpq<8(!39*gA6p%Sb_yyTpj8l%#*Rat@~y7&;;kPjI<+qTe^ z15WRA)7)IkyQf^q^KNk$B8V2TAR%vsZH9+Ui7X-<;qLPoRi%Qf5a)CXVRL9YW<5pY znXnlJ)~FgucV8J)7WM>SVWvXK5l|Dd^ge>8)Ro}V?-@ty7ibbEN@kG|xM(k?kI$Bj zEEFd-0f+Kvv_+6-%sD+k;syUoqSjM$Oip@lfI7oCQyhF^RVKg>OCOP?NG`-6wm_fU z2RuBj6C%fy{|Nb6a+JLCD1}IDI(A;QFlA_F60sx0-~h*SV!BU8giFlk#!St}#zYJP zk)mX}ADyOYO$}r76eG<z@*Gf2%+bmA}J-5T^Dj@Tp7ywj{qeR;GUL|5gs|CeHWBEC?0Q! zgM*b4Ou-b1$N=PjgS0Ua+6ly7#h8ea(F^vLLbQN}Vi)feWkM$wGgvXsC*-$+UHl1@ zR>mVfEPOyR!=_k7ih+a8F{-PdHJ+GF@Hy#?J!P(Oo|%#GNl*||5F1OL!YPHl5-o`U zPZ7fjyogXi^{_GradO%d!YOWG2YHHtRTz|c9f?wupqfg<8BS>cLZ~z<894@Aa0Y#x zdGGcm*BU}Ol0gg#eh&>WJ)w9fHFG*mQilY;UACDKvgg0Th=XF%w71hA&!}W+re5NZG&}0iP$-OS z5Ie(za})}YeS0}&gbkC(7J{hc;zpt4eIa2&i;QqFmo!@LfD6h>=ggEGoOh*tYGeD> z;-l$z_ouhLFUz;@tKYqylxB%9Wptl0>BFREwN@7pC8s9HF@wGEEX>LTNCrp1VKh?S z-&>(XsthN`bl)pTaXgj}`PjxZD$oQv!iWOSHK>6q6+wER_i!ErpsI|TOXdq(A-R!Q z)6*nObo6h=k^GExaXNdY^6SHlY-R>gtPE~gGwRv@TUdkLhz;YCm6NC2RjrqVyJXgP zqB2>HiN}YMXXX&;oj3#I$mvi9hDSz$L`VrlMpn)^zrj7D3lYFc7!o~3^6y>4r6(N{ z&Y3bf9>wbo`^_^ zNMQdtQj!;4YA_om7)*(!21RlRqY$$g$c5Z$CXJZ)#3MS-h;lvivJ`J(*VFBv*KfaU zmw#}c_4ZF8vsDZss_a6}zWZLWm6{K1`;`6hi*5&bkeo|vS!(wjDlEJnRwno5Xs>VU zw`u$z1t#H==OU*dSaB>|HP-rk8BW`JxWi_ZgYxT5gjE2GbOlHv^U(47d{|GbO%d6^ zb0)#ESbwfuQ|3}k8C2=n_=)rr;V!fjx@a`5DYal`xR)<$5ppIhQvW9478~mAPM1r> zx_LS#=d6a>P}^LmIn}hM`7iidbNz5%t6fNZpZ&NpXu+>wbtU4v<7RWXS5oDxPTRwR5Iqh` zDP>X4(_l!9MMAlZzC0#_j~1iX`hfQIM&q>j(}nXQ`|;v#$3b&aArXX%6oqN^dl3~W zCNNb{#Bq$TkInvvGQTeNTb?^64{lSGOS+#EZvG%~qBDiE>$!Z$mlNBlJ~=JZCf##c zb!o*ujO-DVOy)U!rc$jHYc3oWcoA{WKEvA6d}^5gg^VpW&n2|X8z-z>Rt6~9`?RAo5id;^?RPCD!E@Ly5jEzVk-aaT>J!9C zVTF-8MtT|uH5uk6b(3|M|Eyy_-~W#VMwPr)=NLw0%;aJq2~HF)nhR1Xmxvl;7*-C5 zOHxV%ge1glVqC-BkQr%_WL|Bmr|@-ncRNUuIY@#rBS6byVG`St8I&EQNM?|rHYo() zXzJ1&^Z+LBLM`1B6+s?__7RR$WtAbka}wd?T&EsZhC)21@yue0GR-`f z5mES@oFOE&QtCVg!YG~4A*A(0%uc*KRX3kW#z14M(P@OZH2Q(B)9({slbZ00Qw@!w zyBBj}?_(k$)jW}0>yj-ZyCNwa$4v8uPLj*Eex2;>SHcNwL3?7&{J?3T4zk3NU+)L^x&AJ2%>+o!j1jGuxm| zxMn_N42nyMZ(-BegrE>sP2yxOJ(fh#3EK(IG=jw$2QINvXUoTSIgW+opxi*P-rhZY z!@FBHCK4Zf8bVG!&^dGQC^Ff=vF;U|A(l+32%>=;>`Dk0vXj`F;G|7rmbuS=-N|R9 zbIuSUO3T5m(v+~sU;xQ9T3P|)OjMADKA|vF3W%r7*(IN@+5 zrNf~>mDB?5uqn0+<sWAJc>h3(nFy(``l zd(cH?upXR12&FXR64)kE0Ji^4j!Hmrur`HPbD6darHE%{1|w~Hs%uhMn%;Rh{IULAYnvXh1|3vq;cyc>gE)r1C1?TyLcCqRIbsSyq%d&PEIoyO&L6yAE{la(bN3jL}@gUINVW&5BWZ!FtC0&9_^cX@yeeVR<`Fy%J}}mQTUKx(IlDs#K#M$)l^yns$lO5^)K83mYk=a9JHX zx|v6PIfx``>8zeKjA5ZJk1Lwu;>e@hv8C2~S$kO?Wu;t^1%2qeSKgM1%G8(Z^{prQ z6qdbb?SQhiD$j_^S)%Be*XQRNxpqv%%?1|9{V!oQdy`z?;QCz+>O z=DA%vm2F?s=Xtq5uj;cJ&6s`R;*C9IW{2^7l-u^W{zhCQDoiB+O;SYTA#W{CnXBR2 zJ;lC=yoUYDaay3lk?g1*g%`I?&flHVJ3p z6vdj{T+8YBHmA}sQAK3fp)AqCexp%>7t`WQ2>3DkaWlD}=w4~-l@B^uwDeeVaQ&{( zoa1%+T|5{k4lSsb;o$(d6i`xzkTh;yYI-ow1ucc9?dj9p+VWk4EPhk|I(-W&d20Tl z*e_b#HNZqd;XbJ+0v#+NOCCzG}D}s({}`vZA_mdx-o={y2fE! zZJ%_>;H^fZG?_E{$dTG4)Vsz_~^y%#%w@aF` zl{KkQaI{iYRz`m|@l#3C;CZ;A3`Y+OswYShB!UI0C8A6pOp}F(a!L#YWoiU6z$+6I z!fggQW2jaU)#WGMQ^%L3e`sdM5yV5VbBakRzV``mYr(P~hx2@uQcDpowV+k9xyQIQ zQF5Y4ambu9?>vpjmxcY@jt7ki6;wr}v1j(=RXAwQU>050F|+sCQ>u5Hy>cx|nZc|? zY%}N6hd6&I}r! zZYjzBHmDFW$VLK!D`kVf;vt}9Au24TP^1UBO{{ECr{=td!H-?XqvYOXQ6UC^#QP^` z6z=vo+hyf4MLev}NicX+wyCVMU`Z;jn`1?OCwX@|km^ZHm5{}67@e}4R~82e@puO* z6C@%NCRs}q(Mrr9ciNNfNM$Esw>BMvG*lI~2u~`^R5Cb8Ljod6659#71%j)wCPW+2Toavz(JaOke^jHPNE&HdTl@2Op6=F^Nl3 z&O_!xqnfb!oH=vw+17gNy9XD*iQlCzln`$`y|H%3ZkVNoUbvtx%!jxnWF)7jMIwOc z$U;IbDHwYu#he@@zF0U|n7OdBsxn7n6gUL>@IDDXA; zE048Wff)3=pueZW(|-}qOn1s;6ay1dk$DA8ryEQWCvl~EczrF8k02p0lhd_?relgw zodW8tU8tu=23wpgE`0wPX^|VUlnlY6TA{pkd8*8%NM?rdm<*62MsQ_tASpAD%={jB z%ma1}y9RxcHo1J0aG3V#>?!ol_7);U1bLtY$dC>=XDVl*)J(m9;PO^5**|k03*XoQ zAN%G)A?cI}5msU?Dg4}hupF)QdYahffzorGF`gyp{m%!FCF#Dn!K1`!VHlz34`fAOAXSB7NgJo(3nEV z$@@o2$-LeM)lPfz5TOEk3aKJ`7JB5RiSpuAl=geK`R`QJ?365-_ zC(o~qKC$c`fAZr8UW`tEvP~9$LssWcUdUu-bOouMf@xwJN6C~a5)xFh3cU@A5I{w| zNH&diL9Ozaf#}m`2xYCr(uYx+jV5Q+I{26#JBwDa$~)4|C}gRV3pUFKdkDq6d=x4$ zA;R z2_{F1lAb27R`B(O+xD{Tc^W^rxC=k|QXVJkXeTM*{ju*Raph%#j-Ea5J#R-0qoyUY zdY2B2#OYH}(t6DM2=R7_dWl|s*nVc;*<*&!>^3|3o8plCLtr%)(~{+YIL5>6(ahRW z61&d;0Du5VL_t(ErsnV3ckv1rAD6~k0-PhwBRq}Bjff~nGp8FNlMUgK7W_<=liIK+ z?LCVn`i%X^YLDw*exddEdAfd&Klz!C-~aH*^Ou(jF1((IQ-_3QVP3U(tS7=MI9GmU z{w(=cNdc(%BEpz3FKL=P-OWY|VqQZUh$#m9Ou)F{{>`G#NiiSkKv0gb<8^#k0q}tm zR3`*3=^}JjimJ2Nq(o{LI#=ceZQGzh5sRcX&(k)`oaagV-y>I{Qx;Pts0xC#Dm^zW zAzz_0mk((XDLlXb`1aOce1Cf3XyvxoxDntu<@h?d+)mHD)O+t*&#-+xzV-Er-Re-? z!E@M{W4%4sIC@`OF%79JUq z0PnsWezS%`Rm!4DP9cU`gZTP+%yaD*6_V3EbXZVWW1Bra8%bSGnG}S(@2~s)6JKC# z8G@!#<2VGah3rE8eS&qQ1XzjP7K>Z`1bUnJi+DNBKhS*P3etH)Sokd1L`xK>m{PCLwlr1n#DC5Ll%^vTo8v=;Ij4tGXKW@aYd zlX+xZ(j#G{fUoQ;s7r3ua=z4XNcFXoJZv@}1x3D-c#v=5oz=K{X`AR}|F#8l2p5rM zN!7qGnC<+O#eKY`_hngy&)YDI3<)jdy9t%n&ffjlUKghA`pIO~kYr<#c^tF9qCB2c z*u{HfcHrPSm|1XoZExKb<2&J$yt7Z9Cmq-MfwRv{qC_dBG1(-7RO_)hbCxDk5tRej zXJ7T~F2E{i@6>)q#B&TTVZD=ZIp_~cJiWA5xh_mhBvD$< z86(%iZox6gYm!fdRZ!7h6=A|i%8^qEQA!A7bRre4M4G4$kC1R0)ySl|^3mOMC)lMu zp5(F(b3|l-LU^xX1ZgQ@04175D(t&gW+*c$g65o)JUGOWoP)9>5R*KDN08O- z-bp13hyst;cW$_zcM9(~MJcToNi$Q=8jWHSfmtYp^;6bQK|Gme``H;u2#zopXhZRE z(hnjLu`vz;J1WPu1R`OXM3D%EJJGw3RRzh3A|fPBPfBb) z(=C0t1I|%O(#R;3A@n{RSvZ1|RUpg~s*#io%E(CABoec58|J}GA&%JQykERhqN*f? zO$SIzArc{;Lg8jg1R>@aNbrcJkvRsXkyu8Vp`N}%ITfU!jI@kEP&&7M;235ubwOF3 z88D>)fwZs`!uvB9$OOQc94@Iylq3moctnDbMMBH8$sPeq3{LY|#KH4f?CSZA=~?-Y z$(~bmSb}CzBI0yr453Peb1Hcnr&nV^93h!Ua8VJ>qP(c5nTLm)Q*a7qqo@q_>`>=2 zb`MuK{uDMWO>KoXiplAi?jL-(uYjHCO0a^&98z({+vv z(j*3_urnf4W=O!%IYH@g5WxI?#nHx<;|*axcgR;!P^^?$W+!%`Aa)3aY8D~Zx{nm@ z+Gt%gv(7_zDYHCccThTUKVo(wFOoUNCkKol!K`nWr*T3Az+8>OQM!(voO_ z68eep9Nyf<6r0?FPD%AWj0*&%F}k3e6cCs>j_A`F>`Wt3Z-(MLjg6wF6^8IIIdo|h zNoJG~u3(BNmRm^zGLaGP$oGkmq|^Mb91{wm7r`0+0xUv5miW({P(l$ZEP!SfcPV|= zjFMn-5>WFfOq_DG3^yYRO{@$BH!rhf6*7uV@^HXo=~Odd0gviV|Q_7TJnsDZ^j58e?vk^inv3s4ZjU}(IEFcD$G@u#u?ia858Gf5_WT|M?m5B{G zx$097F1Wu`pM2SmiZL$PZdM@?P9CMCHp1j06mwT;GDG`o^NpEjal08kWNnMQF&UjH<36_Q}1 zXqbXcY$mt0!2~QA0NLROnzze)be~%y6}!N=JeN= zr!{DaqXt}m*q0C6Q=D(N?Z=kZ{IC1qeEo45B+CdFpE-w9s*(VJnZfKH^dU9N=?1r% zj>YO}o%%RQH)fied-xQF6i$Hd)mUdzD5o-|t55M%3{55@CkYj0k;vk_oy&C249;Wq zTzyuLQ>ybW!dh62SqlI|KhmD}7mi=z7_!efP`fA>}9i zC^4Ki#FAaBmgl0hv|^K{u$^bIjfQyFjTfA>Hv80;qYDu!j;m%F)7^7_tow(Z>ZNe4 z8gt=kWG0%lK0j#5(ej&dm!=|DjzaUSjs37`9so%|w!a1@Du95slvz`&Br~;Y_1r~j z^-7&yzsRLz2^KOO5k9G;q}QK`UQ01)3*kI-K``fG_Rnt5G!H2}Y#nnO_Bw60{$Vqp z%^Fu7M}6FBUdQo6Q<`!b)NZHm_8+O~DsR8)+vcZ_7UV;usS4^zyycEtow;}{mc`$h z65Zx~OuNgglyfJ|Iry;HK_Q-xW5P=c9~7_TZ%mSTp1$((ma(v%#ipc*P-`DreVO`C z3D{zTcb@Kj=GZb{jR(`9nhj0cDV52#h}#M0Em#ojha6N57TwBc6XS`(TuMPDCt()~ zIbBXNzYuDq0uJUvtnyt&_hU<CFG=H@$hn@Byu0+(McXNBJ^@>WBC5gy|C4Ba|75e~c!Qo|XC8cc^2-WTB|M@)W@{6WYdyqcgn@56E|Y^u*87GR@OsnlSPkYi$wU?vyW@s zs95h~_Fvcdk6iyU6kpEU@@RWZpH`+4MKm`a9y^xm2X)IF_Sg+eXicty`%IfQAK{y) z0vDzxa?ScH1t}@9pbD{;U`>t?bMqu&mQsY#hfN!M`JYDnY`ll&^zI^sEHE?0Jct@` zv&fmtWDu#h1XHFhL2jlVl%RyW%X`{I9Aunc+<0)9BAqj6X7Nf^MP~Dns>fxGgC=>K z!F~4Akm7t>jCY<$)Gp~|2yHySoy`yZ~k zkGjX@o^`~Y*)OtP_2tcrva*JyY z^mPCWsd~vnq(fY&kctj~)65eT5F!#id$58Mydj7+Ya>*dpkdCCra-#Dnc6{dMTqdhnaP*E=x9@V3(5>bmLP(dYkIZI0XOPkq#!`V!Az*-Bnoy9 zqyPl+6b~f^QcYW%!DF^4tFwU9GZB>mum^l5lAY^L$B-1UfRiN51=sz|2z6m_xE^!Nd zmI8%EgtPB$&O#Bq@jMkU$(9b6*Q9?*JC_u-3~&~JE66fwvMh9y5RMgDCVPqnkwxLf zxUg|Rk{B9;vUB<yKMwl59Q3K7%vr7s&Q3?}@NJf}%RnAT$ z{6*pi);43KSV6l~M^1thzgJPnJtBQCHr=cn#L5f>aVg-o_^?EVXgVVTV5Sr~9c92n z_AC!aOe4ax7B#FkCi4~-Lm}e$0#~DoiwZU&)VLzp-l+gb;*N7+^A#6b-3v zhaXfIAX3B%AK)F*jDkS{dGD@B7|hVgS5*xfj)_(nqBhISqooQsBB!&VQf=H6(q|8T z8%q^G@l;K=a=G&&CgOx}utho`GfH^d+Sddz8+;N`5T+I@vTogADNaHJPGT!?4Y9kx z)iqNc($iA_Q5(h04ZOBq=2E#R>OsZ@`$?1-= zWOx#ig(7hz&&kT_BVt-+keVzgO$fv|&o`bUgi}{Xof|mdLk4kbBh;XX0+Ik3Ws|ry zIY$QN7sZgM=F8Nm*HwgZcpvitd)R$(6GXHZ)j@7FEP5sh)y4v+b7*%zAy$`JrK(>F ze~tk*=NdqeXQcUzF=yx}FG-AmK@xzBRGXo-c;%EJCyb)8h%Q;~%atXHZS~lbFfxtX z#__?!EihNrN+2PRu}RLS*D3s4WiU+w1YLr;f4A`G1VQF(DH5z*f))^!3&$W<&`Oy; zBuI<3z&!_b&V!kNBXi`a;lG`q(y0WKP4-l2)XGGO+a8Ie5=@yHJ-GAgZ4?V3BAqBh zN($?Hy}TR1g?zz4CMy^sz#N+{s|0zlNnuf^W)z$8B1O29?G`%AFp;c;i22=%>Hhfb z?QtVnwUn>-9qsiYaSjGlS!V{)Ih^x%e;58O@w2*9gv2Nygf}Z?rbQktt)+G+)y`x; zLl|5p`L4Eca*6A(7kT>$*+UO6eM)sMMOU24I{Tbqp27{<_L$Jj^QkUSi`dqETLjHWY-E;Xc9=3<2Xy99*VFoLrs)&U`SBltPLbPfJt{KBKO`bQly>@Hbb16=77_`+c@B~da?A7IRi3T7P)ZEu$!n%)>8}$1 zYEVovZaRq)RQ17d(-u#c)RWv%P1Y>S_=Wl;4^y2>O({83d)C^haHzPOcViC}8tzBI zOytZdaYKlNa4NV2NXQ92<6(o?ms(1N+_!aIJ=;uisPh5cI?a)n$)#kgmf}8F8=2wb zJaaCB`Vlk3|4}Ac`*=IGzlklIk=rtr2)$_J+uYyQ`#1I$ z@S>(|rVE1snX_hE@0=9E-jqfXtw0H$kim1;i8|L;>BOltC=zB1qGFc3e?I>ZORG1} zkfVlT+Ulp-ZU36~3N2Zmt&l5|_j+tCPRSXZju<{>1cO-AWMZYXw8ImcNr_;Y@7RSV zN~q%qjk2~2#qDK#<&boSLy#Pcid5pkVPHp&^vKQvLW4Pb6HbW@zLP7lI`K|#$G*@+ z;f9>vhchWF<=mLt(sW>81A=(6cg-}5F<&c4RLB%@rPz}sGszJsp5oGkYUB>sn%^Hd zoMvyyJjuJzw#Jz9BAk(SPed|>TsV;@fQlc!!EPcG52lY$%!{{yPM72wN z4c}uxS4wf?BZHVrkta$HT4uoQun1-_20((gsSriYp-Kw2J{U&HvfMCItl#wGi4Lq%w>tsfx6FGVCl!a!-9o*?i_M*h7`%E`?R_Qq;vE|YDyNiYoI!(=(jx+eQbaYdL-K@zi>D_WrpSOEj3F3gkx3wMVqNYTSV%B5zot6B(U5;&3xB0&;G(;X&Y zW~2iQ0z;Dud1RD)$4M0=scVAv21F{SFj-+L49*>XK0Hg0B2X|ZaYn>6r?asnPeXbE z1!?jc)TZB1xwM)Y938Z?N+B{usU=0nDDJ$ltR@%dTcsI3Eh40)GBe)eMy7Z0S%Sn! zAjy=((r3vi!X6}+60YnZ+tvq-7p*tWtsl+s7X0h*zh5Al=@|qG5T%01Sr}hAR`M%A z#IK>lxwt>&^>CUN6y9rUiP>Tn!egBg6kfuXuq2Eud*;seH_fs(B$oB; zW+Vn;CJ_=*FC|K;Q4=uTS!eKcASn}t+Jbw}I2^lW#_VjRR3(3dJqL$i*YOc~SN;rn zPM(koB_hCuP#CD$#7EyFu`&_05|xg?E?TM5do(tP5bBf0u45du#)*Tp=LmRZfP!K3 zETEu~7+F0V>y_8a_2w^k{5BR6U3B!s<0!Z(ULJ%1d^+`%8N}1ct-R{5&V_<>cm_q1 zMe&fLH{@ZQOhTldYP?U{b&N$Cyplgb5CqdX@KFCZp?{9KF7#1zx1;X*qn(ctzc2Z! z{%bYy{J6`@XqTaUe(N(LR$sIp3Q?ZeH?wUs@me^lkQQ6FqqrV+&&9$Ru;I<(P#dG3TvhfUZ+dN9~_aXhbcU zNvRc0FZ;bbc4#dTMWS{&hFUO9C840jW%tmGCiF(s6ia9b1c_tPaLauLdvL@&zI^;+ zoD&)6y{r^#;9__>XIQbK6PBpeO|6A11> zJ$2RDGiFssEz4T+e}%EX)%W#S+DbW?(rPDqrUXz_AVpCAMcMY8{r847I|O2tdWS@ zrHrHEyjZJMVSNz8c$@5)ok*~_XV3y(5x88@S2F36>=#}7)yM20M_ zr7rj6TkjW73C^nCwA=l-y;jquKFRwJ2_|j0XkIUa#gB+NnsXFlRs;mPFqp_9?wh25 zMoh6Ad8%EJ*FiWt3K6sun?Qv{h`_{qTd2=sqp;M{uAtL>WJrc2ikK+~RiiCM?f(8a zo1N_%W6$$N=RcM5hvV|1{2#<7<}F%Lk(y4uS*Js2)JthDBY5_t7^m4yQwT%VrSKH) z%$bbT#8(f~aVENl4WB)`WCk8Yp`}IAbccbNMT_tMjr3h=myk3nbGv4(RPK7HfLh7y zy?2%f#gXl- z=}35}DoBpqYPqcIb-%xVIo=W)QO%1v6BW`j!@C|IVN;lw92X<8iP`((CyE!J-@~HP z6PIhJ{XT#6{ig<0Z5gyrGf8L(%RBhX(pW&V3xhMmyI2|@7OzE8_<`|6ctC3AOph=y zu{(zr4zY{^|Md6rP2zQt^9h^taz8KUQSbS>{S#x(b3em+C6ZR8cooh*>*U! zSzA`$-tn4Re5uaz5w7)~4!_uX<{0y>laYg|>{53@)8e5687jdQD!tWd;BRkwRjGAw zNh<2P&2ow5CUJW$RGqHRZxlQb;3Aaij6imDXU8y-QMVv!#Z>qH7oN@Fd&DiiE2!+|+h zlg>Qc4vSi)vIWM%WKhM^JG4S0(24zK&7-9 zBRPVz+XRscJfkiZQ8PXAql!r3tOmJkwCK6SUdE{d$vT(p+c;v)7Vcg1Wg=t=tH!OyjxYHyc#U&AB`TYu-5%N<$S zY8KK(OIO={gqQXBF8dRoS5D(dvW;_U`To6pF1TN8EN7=tj0cz3QhG8XnRuy0#qJA+ z5OvSmzfwLhE_H6pz3KaA=aa=(ls)J+e!so8ejC5;U!U#L{`L0npYTaSgD2HqywUlH z1l3!_vhsFGk=ZBPsFi74=eN6kuD({ou-BW6QDTYD*W>eT*#>jd#Rd7}~&B8_hkDjZTi&%v%c4)OyC34#|{jMl%J2do$+nkWZloD3mZjv`bqO#W?s5j zJdUHnFW8>X$K_tk&DNpJe}J!Md6W6N_))WwKIPh8zOCmc=KuVD`PWFNgZE#oOxdZO+w6Lfq_j zed;sJBWN44o>GIKYy6?mefBv;$Fz3LpQhxA7hY*O>m8TFr5(r9c)hS|F50j7!Fft% zEwAeTOThX~)GgNQsmmnpf&D3znES&4YWV)e2TeTJ_bi0#^P$b`Gx|T3 zaeJ!&--8~EvbNGZ`F1SQw)J|x9H06xcHU|UDtXshKmUHaJl?(h^!{sK%emDAVPe_i z(t#rS^e><01^Is+4}Wu6+B}zbfAfVyV~%?E=V4Esv?J1I_0I#eEXTH#%fnNBTsr3< zt`Fy@d#@hNp#hf?&pN*5+p~P)7n1ID8QPNbxs4~@BzU!Co>%&n~j(z(+ zTa>bSh1z-jmD>BmL)|uw@1qJ;TGpsEyq^Nm(h?3nujT1-)A9CeFW`qiWnLfdFbO@804tsYPJotFGoE`I&z*@NUb^^NfMc)ZQe+j%W7t(@yNVzR$n>2<#T zRmS7VG8W$BUikcak&0>k_0!8Q`|JDq@bk8<zRd4^%VXZ>^EQ6^mmNRR zzLm=O)c?!>@%zv3zkHtmcD(<>pMKgOE;qU_3yhPFXMWGVM{NIuFY6(H1>*V8Px$-O z^50Q^H5MKZ+ivUr?^geHd3n=uKQ7O6`&09$Wlqxfe8{70zJ4Z*eE)BC{5fmB)d!JH zrCe-o=N-3~l!-6Pe30Mmncl??J#G`nex=d!INqM-f1IL)c=_!|o7um#cky;U?Q|@c zr}#lH+5Y;+&%u1T-`?tdF8@y((a*nY{L=ilGTteNxzYQdywPoW@AWL;<{@$Kc;7~e zR+;(QlTu&nWtXST9=7=P*1pG}&u>2({`>p&VV4I!{#L3Jp7%a;|5MGsHPg%GN7B5W zpD@bK^=OS8+i&;F{q|gVNZPfWCE~v8{ZOTOpJsI--xH9y` zw{@fs4&?g!^Fze)?a$?}Z)z7StDSne{rqFSJ-k=>U%2@E{B+u1dH($CPe-xI+0TAA z$?|vsaqfQcrjhEs$&B+xF;=a9jJcoY|2lb_A)9a;_kR0!YW_xkJY22b(D z%k9sPuQyqW%!Yo6siZt&PDiBD@1Q-mA8J;`nw)k&=MTv7IRDdmAIXnv z`)5pd`^DS)!T9;?b($ah;Wzz>W$n1XtvAc^e}8HE{i&ayz>A8jOcj%S{#{R-JctYO zQ>Cv>7NFB>UuSA?7kX$EKK~8t(rfeZHqOgDR!aA{wSJU3_@P`sM=5={%#Dsm zeR^*N^RO)*KGRQhr;J49nLnb}5?4q$b!4N;41bIJwdPuU;URfani#9;O7aFyCQa1A z&8Ze{SLm6akt*(d+!x2=Qdy?uo2@>Jy@#8(Mo&u1z`X0p_gt3~iwHRej6MLYr@SEgOga{Ho zK$F_fuv^O)(W7&<_DR|b%#3f6O7s27+jXIczw*$P>ZkmbX+*Kq8GO!&PM>D|mv3{s zKRk2ghui(}HZ@o0&kbPPHBR_R z7NwI0MY(u6=J!3{a^d!HX@%ZhCCj zy*%#a>-(D5SeF+daIVOb!N_f$;(b|qUCigj?MZ9!_R7~b&$(TGly*~zi_T@f>2bT} zi03IEBz|k*d{;v8n^|14OGorkkzK3*y zEfK3}^9S{;o-S}?W(pa&8--P$GMxh;1`{Y)2}H4fVd@lj;Lga1MeG5&wRm?A8-^Ja zslgjdZE{=eLb-XCiH_(sdZDwR%(vE|Q8;+co*3}XJC4UbLC)m^rNCq?aI$54(o^8+ za1w-Mqk~YjUJjIg<%&bz9Siocv=H)^vlBp7bq<|0; zl;;ei1Q8KsW_pkZPxsuC6f#i`i6m2)WG}QBmr6M2XlJss8c84ca5+eV|Irr)C7>j^ zf+G+qmL&tzaZVv4UT-U}KkeH?)K|X$CRRHy9`}KqG1(De|M)~CfhUl_2Wt#Luq328 zM0UAvZ z>S2gv48WO57aBW-mfT8EOOr6BoH^d5+mcx+IfI6BGO_Y9D65S!XX!XI0l5WFR_`x4 zzjCO^ugqtTN9P6g`+cs}Ng~pmDHF429~hu1@;>8J>Q%R1LAdkiX<3<*$pIByG*+Fp za2fSv=A?9Yo8fL`?w-H)IfKI3BP@*~bGg)Lm-e73E@RDm zvwPcn{`}4V^3O|O>(}qLzKwee+sd_G&N;|~oG3adQeb(Xp>qCO6imfnVL4EYHZC=n zZqe>@Ou^0>v>_;r?=p#@r7;EP51_OEuAohMhp>nsD5cDGJE%m<=kXWI?x2L7p40lB zy6@*DKLJF-37P3LoFgr#-(J(_v}r^Xlt~iaJWJET4+0U{MNP&tyhH98C4Dp3h+)_R z>DdQH5ff!vWS;Xl5u-Dgt;!2u>uoG&`jhw1$j9?~#^>Aj_l8h55G7NN!l^ZB^*jI5 zOTPI0szQXPdpSx2x96CDiEtza0?gJZxnxln_($tz9K)RY%yh2HI$5->niM_|0YmY! zp<1~LoALsa*>N;(tx)arKPoRGm%>dDk*D%e>JbLLZ8BC$s^?q#b=S`ix8MEgr`xx5 z;%JkAqO?e^;;{Ss-)g?qTZf6YdDHq{O z@Bo)^T1uqwxQ{*pKnC{#@RbhTRJCsNJm@~cK%z|_E`EA#v(g)#cj=9|?p=o*<(J}n z`d2#s*Bpz*|K91}C%>29{cjvOhWJo%7FLCZldr4xLAQv>Gz9NTUI+0hM?qm;lVbWy z=FJZ#Vt#Pl?|gC;*!96;^SSbfm(NaI;d6TL^Dd;!qwu`@N+61$JR12bF6qPK+oKC# zQZL=pJ6r!z{blKU#G*qaZj0OuM_OOV*6m4d3y1;)k%{ZX>O_#_;}_VgHfszmT(~RS<{$z1XohBA^ z2b)Jfyf6Dh79v%RLOCnMA=RCf!~jsC03!S(ptevZr;o52k2ozSi4!263QP(|xCVQ$ zu)60y;6VlfF*7lN$TIlyIN8sDCM}{>7-6lSQ9J6OV&ZdVA7ik+S01rE9`|Ed2rud^ zecJJ39z7lt_($WXkua4_*T*6USHmUXRYR$jc?rACn+0`3nLPVZ=Xq#eR^cr`)&blT*^H+UPvt^F!)=0SSwncw6ZA)iL!DCqWI6-sVc|3;ndkis3wE)I zS!OV(s71tS6>xK!^K!k6a_OXQAQ3_ltO2LYar|m}2Nnp^3`T))(mI_Y!hIAiC9g!8 z)Ca8-ngQqQ%;*l%t(pUCbKa!drCUuWWGVH;IQ#VYE+bHvKdh(CgZ#w=fY8}Q@<-4 z?tLBFW_`1hBqD+kl(SH+GAVJ=>sF_hO8Ngu6lC1FTL%!q?MnT1qDG?EZt z2QnV=TST~7uuCcFHaftvu}(j2PUbV>KJ(7{TDJ3?;u)DA4SqTWeyQ2$MVaVBTUuy( zCZ!`HU8f=*9G3%}#_j-8>vSt3ZCx-uGv^FXqpB=wCgI}T3O%q?&>))oJS6j@>gAM) zyW7rlN9FW2<{dVyvjrdvlx$3w3MrW$^E7yhak1y*gSzBc)m!9F(~CTp>f#Sfr6D_DG`uTNSF5QG~iUNm3KnIxB-y zfwWVYXQIQ6XpIkHkfn{5hr4A!vM*tXNy7Z0kOfl)A&X~5lw@;ms5(zMPl%}+Lz`%o zVtHtKrhzgMo^W^bv*0nkr#o^2CsEOotZEh^K|~;SlAh^EVONhWVkR3192z4it(dhm z4C8Pjp;Dm81TpijLIeO=n2@RPO37+fDV1l!#e>sCO^V!TBukKnBo&dhIH(V6WxtMw zW0~+-##o|EDaZB48ID5W^t9<&X=f%u32ie<7cjZ2lPFPo zz#JK>vSqaH1X@1yy~2Y9>6SPtF&v2vxPR$yKbW!#& z5K4u|a37o`|A6hJ2qg&zg}F~FX_66%4<^8j6l4-jP7s(V3Gsn$o?d&*x_!Jt{t;U~ zoGj=pw3xO^t$J_nmuxlI`nXjq83hneB!PhB3;_om;XH`UVJZ2c6t>*BKbG5rZmn16 zmml@qhAxKJ!QvSRWK7PP$(hh_e00i%MgL(BoJ1}#w~|)D33ik~b{f^w!!iRb!mKF? zO=qiLxPek_u;o<0Mugj*wFYzMB%h0Bkxb9UWp;IPf)gT>jLCGNA{Y8`PM3@VCUfS{ z!VW)|DGUm=dD@(sQG|p1xHdXcXUJsEvTJ!?m_@#xau{3Z(yHPTM&me68D4+3m}7tI zenV+#%sO#pHw3-9|BG{x@;??89$)7%i~dWWoFiOAhMLGdin%q(Khz^6DvvW^>SY_ zhMh8zfMrQ%5a*1XtR@Q2vrla2i!KUnNK3GRQWr06pqmsWu{y1A<%a@F=Np}cxN(Xv zgug`~_dfyQTCx@e=}D8@TrPX9$1;EaT8ufIr}G@?tlrkCWH#HPyfjldld}dji{SI! zK@JM8#KKN(8jU`A5qn}Y;DyM-KE+t%0=P!5nVjfgf{>>hk@87xnMF@tEi;ead|X+V z^BTIHtIUeh@8$aekKwNewld3-MU8nBL1%O!d!w&&t1AC_8S8Z1ilPOgt}V4Nf=HO8 zknp5*;sG`x%E+>s(a92LN52$*86*rzy0)|KEJ=3(=lZl8!2%RY|?RAx9#?=VVoj; z4t@Lk$_tfkr^jB~;4JJH%}eG(h5|;L%Ce-MGks)|Xj!Y3x&J211wO*1mQA81xUHXX zyRm6QlZ16A@bY+xrC6LrS{CMcYuQ&)o=Fp-#fd;ynP1XM7BZSCWsY;iq5 zqnh)L{PA|SeF%$Y!&wJE^vgCLe@Jd?JV*4*7vVP=%UYiN5-}!XPg!<3?>Q9oG}KH= zTZ>9&a$P{{V7x^WeMY=-_ULaMp=4?~cfbF1WvsP6m(^nqIlni1Y2!}qQA3N|ly5ua zoM&3Bx|aIblP5T&IzLZbU5iw?{QCbcayZOw#_XL5vDzJ&(nsMj z#~?ymHzMh0mmFT6%C$6NyxwITWe-G`*Ew0UmU9VQeL08pE@hqTvYJ%OY>X<=12>x| zg{t_!QBwo|m>gPTkJlhh^7*C6^1z^S-D}-z9ueaPpiXB1O#m z(@3~cIGYzfXC_6|qA@x=!QJ7`J$Mur0xjlX%*2eD6k1E6j7Zv@!^KlU%$m%TVKFHP zh)D@VMkr*N*aH0U5LrT)nF@oP)On#APwV075eqF3x-e#?&U||tR6RA*`;oU&IOI&6 zIeEPW2ZD52?ae=OrdelKq)9lO*Du^|x=VIAn8Ht-?$O^^@> zIVCJDTwiFAuz9C($W|Lc!+OhC<3HHEAm7V)pt}c%eGvegwxB-$(Rj+iD7==7F2h&glQFU3U zeS0lAvcY&J!#^0bAy`hc;nWENw;8=;E4qvYwws%aQz3pv+90mS9VvkNt2V+N3;XsK;q}^Dw98T2sX!lBeV$I8Xh`d=>om;a+qAv}MuW zXP~h((3svWB6XtmtA%+-oPtn9(127XiOH6kN{NE>FcjDZs5uyzgOsRf3Y)-*BAaP4 zBOnANB1#YPIi^(6qO1}TmJv)+`Q+wEPDKFb;iOz7QFIh(g$PC#X+To25W&PJXDSzH zn7ic&jC-S%2y@~5sx`g-HoS=br}FY=LjqL6erug$GS9Ik^tbylIi#U3n~ zNlb-EM2ItD4~s@goSB)dz#^fPA(97c09s2f&54*HFxq?b=8dK(Jj#gbJ}A zS_zsM0jHj=I5(%1jEZcN5gE`RUbN(KraL%EV3H)MRV|UA%#WEQEn$hYka(te%X}wt zQe%X$N#<>UrLbr!++m^v$q7v?o@&_zM8p(PjiIDDD2#vvJEeeLLy%$gBN z@1!^8KJy7&OX1)_bEL;ibBo%Yee4vmfF4SzRSsTy%ty4@+PECb=W_Z&e6QS#*}-iU zT@gwDz^!B27~_^!g@g-{z&VXPL}UG^?pn0fW#L*KY2{=y%Hjr}$y7)iahdLd;ieoc zC50obxEJP(dNY^G#1s+~1c*(UMz?wdRH#sW_rW<=-3+fSl-Qk_vNbWY-a84qGZhL> zXAl92pbQYr?%XpX84>J(41f}<%qbcFPyrz&u>`q#@N_O8a2;@fI%wKCcB-eg&SjD? z7$jDgB1?GjU5y6rlly;aRf!a|V8F`j4go6>3Ng2r$g+)aT35p2H4l`Gf%^2If z7_-M2^DHDzX_h?8dkSX~2~kjjNJv(aT4?N6BG(===O~<1c!G(Cmckxpk#I^Pi-??? z_jE9_=z-Rk)thr^7bC-O>7|a(g_c3T-p$VWmD}oQKHV@xW`dKQnp_AId*%SHIg)H! zqP6mOia$7h8FHq8m?1RjHSjCNpCAlj^hlf9M2dpw;eHFKQ3DjA5+p&Cm|B?I2aW-h zAs#G-q6o`?BjBJ28X1LTC@ zOJq=&Iq$Oy7Pb5PVzco!6~A4|b}*dxW$jnJOlxmH#_bhfm_8`e@WN5V+&Xzapq@^> z8;6S&Fu*n$bG#?jC?$m!hQi5oj^sv&mT>rIYOkan=X2EWyDg>F(g)Ab6rXh#7~Fjw zp`MF}A^;&$4utzXMIaKXGtG&eHYZxcSTwmol!TF{mNMfu6qs&fx|`DJL%kZFoo)$a zI>A{IWzASpDA{ND8J^3!u2;O@?DcidUg>kMX_p%6Vt1Vb)?>cY)av!h*J>raOcduC z5>Z}s^=r9a{?_jOn?9v4jN5C05i=2yND7-sWO!Jw;uPV%L=+F9$WmB`9?r>GC~HZM zlyEsBLbd49O63xXIJ=Me_L@#@MZ$?uNeYNkB8fPQuffQ?Ge%am+Gbt+oWIV&(U6i< zGehj;F;wRA_*BkUZj|~3Zp~jBQE%6SeR8!hqRz*V`OfD}`iW{e?tx@Kpy{9@DbvCa z4&Ii^Rvhfc(+hjOUe6PKh6HA6pmEkbb=uQI30@4(rxB-=ycf#Wp71{>{a30(=s&nX zAK%fN@*n;CYx2|?!jHkrsdff(U3TrueqW_yLGqA3^2+n;b36uSE4GevpW{cRJ^HNr z_?}@(RMM9@$E)A=YEH{`{nl8wDQjJdUM^W5-ud1=uA`Upo_NawqH9?pv&2 zxIAy`8T()2HuRw5F3MJvt3H@j!4uQ&u$iK39Wzh&jF@4Eogq=8e#KPAaL4UtIS*Zf zh_i4K5b%!78c_g2Pqt~D7cP}Z8!NLDAG0}8>`kvM6l&ERBtQ^%$f8mXrLkhktYJnt zT3Hg!V=f%4`0VExqc*Iy#F2B_oH_W z-bbuNlId}t?n5YX#yn=OdBEI9L=V;(oEQsoMej68qB)N- z3K459qDGWHPoKkzgNZ)a6k1sd%aBb9 zJ30|1G{W7iMC$OCKvEby)16bQBWRJdP!9=;$l;S0unS~21BWT!rSh& zXc5m58Hp&(St?&0l~I^DxsXh#IqhTAuE``LML{7oi$qZCH^gb#sU$Pl2gO;yv0fvl zg=Y%DNt{y5tw{qq`J{k&0q8^8Gl+$RNYca7J3fTU0fS}v!iBPb#> zGa|#`7Au0nDT2jPN+6O4VNz)%0&h4Tm4}x}+LrZCck7-OWKv1k(ue0HN}oHErhX27 z0#pNPf9-bo65XC)=ge0VOag?m0yrnfc*ol0prG+9d>BZeS zDKe2rUt&~2sZ_Xxl^H4Fonxpzu#zZ+6b_Jr)IRin1ZH6>;9y1)GDtoS2Q(wd zk{yW-A@B*0%$c~Qy;8=3YluXx#OzEMb0CbfD3=t7Sj;(WB({o61tM5A4Jc5hhreCz!Of^;oVl-e_7E^R1vUW*@Y#13-uiPi7(h zN9}pC-^iahh%qRExKP$4huz2vL5eU@BvA;>%;Y^_phchrMKDkalIRX~coKWU%)-4e z&8Fb^n9qqwSXl@vd5j1%1d}9dW-16IsY>J&$V^8DQzc%K_u4r!Lvdac8SzSTFy_L| zf}D!ijnE>U1(jjkG1D~9sWJ)}}DqptxhxcJHR;{usTFFF2_>49G zS@0(O3e@PujMS-=N&9#BH}M}q6||X%aexyq_tI2L*@&tOG2HzOf1EiuO+3MonJiIS zCl$D6C0+{`0Ll#+Vcgpr$8^AB2!U*8j|!d3r)T0-Vanv!+rF4w6QP>;R3$>gjtljPHS`^%88L>>z z%`kez?RCGQZq%AqL8cSijMKbjx9BeG;TWU038gZ{SU{A?&RW1i)7djEIexOd_xYBy zp=q{bKM%Lxsr)h{%uD0|5eWyDNgL~Kq%)YI+8T{vjLvp@JlY=XYqzc4AGcYS@^<^u z`(Ljtq+~R$o>_NYjUtd`{8!I2`+@i0s{j3}b!HaanZ@7tx6vwci+H0sVY7@ZMSi=7PrAq!+ZPGP9>e2(T4-e!CYLy)_p~$S zP-63!vEQq2t&Q52F=qrhPel5d%XO1dUT-sr;1 z>F3Dv`>?l~E7?yUxx9ZFVrRb7c89*wmQyb$uN!yu2c+)iL%!303&EXn8JSsN|Ry3(8_pO#AveI8a7 zw?@a>C>Hi<&Cav`7=bVQyOiuWLb6P|CJ9j;9a6azE$rS)qG~#PrV$Ysq#5kNgEC4A zC3y^TE{vrpRKemS#j~}Q+{|{fK}ZM(u}56(rm@M|+||x76v~zB1Le(QO0cR>M2W0P zi&MTF7uC5`IgxHlp;7e|;n5T#?r<;eLMlPXqP$a;j49(t!x;|lEqiy0ee`tjvUn{h z!FoY@ED4TuaxcWyO2Et#OA=E=FmWVPL{cWFsO1>NwQ!|nDN6;J_N;PQ%Quggg|}^4 z&3`*0Y#vjF_C4O~moM$p*7n8|8Iw6g;bb7vS{D1w>08(xC5L8Nqk95v%z%Kx+ovNLGlr$QfdEBbYhff;Q!=@IQ&ZBcu0X0JNF`)(vMYdp{ zjx&leM=*qErdv1z0gCjbA{t?!Q-msuuvkbBF&fng`5~r6QW6mhL^BR%6GrCSIm{+G zI?K%XDRnX060UKF&Gh2%XxAWCFh$TzW`K$zp)ws3q$CU#DNZmyV=i7UUTgO=eNtOd z>NtJNzX>7(L;_^wM1aK42TdcJlMw1c5dumh8J5%|4@pgDcu8{5%=KdAZjoV`p5WxL zNZ~DWQb0M06Tu82D0pIqjh=xdW+|31r^dtvq$3R+ELj+w-lua$80C?e#?zxl)H(FQ zy(ha+FeV~6D+}uVW|!ah`qfElzSXg3(k!2Zk8ZOMi-^Km2?eT2y?9ESQnM5kkF-JI zOWS^Qj98M0(t?UcK_JY0pTkodn83;+B7nv{>zPWlu~g1>6v-l- z8hvU)7y_Q@F**@(Q|M#H<|LVx$qE64u^45IP(-9hvcV;j-Bd-G5TFc80DvUKl_ev_ z%$Zz-3nvlPWb85pf*@f*5IO18=GbKeTgXeu89vA$MmYs)MzBl@l29fhO;H|;)w5kp zmcw4|=TUuLF7g9I*A^vO7BOZ|M<$?L7Tw+w z(Lb-hcymn-Yaq3VNa68nJ=fSht>QGpQ9m>(wJoiivh zI0FV?U3#8Sq6;z=JL442lyo5{41p_{z(F5HW72}&K{LsN z*|~TMWl~zuAYMtDQJY2)3TO2lXHvAW zQhGxinKNTauyZIbmc}y_L`3)q^+VX4143#_nY0XOs#{E9>a2XqX=;)EO(9V>%l)T& z{EvT;`?G#}J(u6!?lPw4^R@`}kI#LinDO-R0iSZ$jkG{J#gVzEbr0y=g>Y*2R<(#IQ&3<27d8&zP9+#7C>XuvGb%<=?;k_Lp&! zzK1NY?P$?2pq}L+BhnoJ0hCw^OQ|C{6G0(L9|`FIPs1n_LW06nSxQw`W6rZTo7y51 zM2}@zN=lwmBv zkja+=3PU)$SF#a)qp}Hsd{mN{cS=tdsa5mFK4T1U&AK{ALsQFn#_&)Qq9j;hZH$F@ zo^Mz*Y7GJ})e?QoWa!J?q#RETmo4+YM%Me;`Wv=4cCUHeA`?!!j5s8I8<*eho~2ab zhmuM5_jr4I#5z9TT_PV>MKake8hYaV4H`0zyxk>7VJ>wc@+_~deK~3$wM)juCL&Gb zdj>zh71!cQ`D*Wnb*jP-DymBpA*kw-?K;N#-gS4mj4k#1o`0>}xt~Oeb>$MAOOEU4 zex%LFO3W-wVrroQ`Y7#m5h;Y4{g6%9Ry>yRrsP&dsOh1#GB_vQnLcz1#YCn?cj)q#72XG)!Y7qM{vYz9P^@@J>@UBsac&+xd8DuwS z|FFkN;p@<96Xq)Qan5(&?=79d)e4F$-^Ni#x~MEFq}!A&1*y9nVrLEd(Z;XL|C7HSBkRJ=*3ifHHY;J+1 zh;bYVg8s%ni>yRCZDzQjH{zVItx6RMhr4RU(oWiFFjR;sW5S_KB-K>&{6Vc~0SDN5 zl$9(?tSN%bV-{e?ok88}T8IW}FcDacS_daA^~4k!89cgCIDa(mN>Ks{Ez7bv=J}pg zTVc1sId;F4_Wg-Q)h6Zf#5;|mTt*l&l_i9wRvzr|(|aQo(1&p#X^a?wgD@Do8N-BX&N;{FtqPfDRwCyBCmHCl)Ymz$ z*8eHunN(EYJpTQ#w^IKACe1)-xMR){?mll-g&HJBo|s;WR4tj==P0FWDTSB763%XZ z+@o%p84PA*couL>;PCx(8Bw{LFm0i&kGOXc;foTKsD_FZ*OCQ6N16>S3p0n4dzb}S zi#DB)k?-Nt{g`&R7cQ(t`t2a9MBo$+R^#dF@}ROw&P;dDaAjf@1`X2g!34$!I2u5} zXDAmIaIG0K?astto_RXmiAl4ln@w{Gm|_qi*IS86PSqpk!te=j5Ct%rcW?6)7T%L9BFv@o+>2LRFZErpFwr zLWM&oW)d!N?)?`QPj`sJDcxf_g%lO#Ze_K0F&sL6u)msZiA&=I6_k=7gL4iF%Iq$i zu_S%OkYi>*wpqV~|98#c;hIqi0460gtDom_kZ-74tR>r(Vjy}N1()D@>QYjW#Hlf) zgpD+)fJ-19L98s$?#oPdC%5eGVMO%ccCXAJFacl?u~2}MyxcWhJo@mH)Jt6y@JTRo zf&=M-NQUPGSc!UKOzIFKkqAyVB)wOv#A#3<445dBmf&5sq%(LpMFJ9_ESy@%Bf`5R z5m|DIlDJStI-;M>oH{}^$3yHR9EjAfri4#(%(2p_2bIUPjhs3mSemRU zg{})LbuwuL`6Tyk>|WPNBg9dH&3PP!vM6UHlYrTSrc;1IS@bOF#9268 zMk_2zxQE_{se@lD|rM>YJZAZu)a6 ze=gaITbm?&Ks>a%0i}R2+%Qf1Bu-vfYq|Lr#Yv}zv*)CoT!$<?1WM2 z;4nIPo)`o_gJ`F7=i^CN;au!k_FnEgsry!k)TM_{z==!Eq@J*PLHqO$S79Sk5v58Q znL7InuxE9wEw@E zJm&qi1O)4v56iMO&pclYsJwB#=~Rg&=-x%ooE9z#2$&>EQ@Av7{XFEz+@o5eVj1P> zMmNx02rJVha^`UKthCebO1S!6$DMF6JX^EMi+8NGQ&TJLpvc(^Zci(5#ROr1C$R{f zY(3;og6oTrc5JWm^aGI`-x?+jQzL|u4B`}J3Y@3lSq zsq;+dk6pPbSrq2-Xp=5KQxM+2%Q!5c@MqqCOi4n_5yEyJoq;5XUbIxsIr1FQs~-7S zmq$qGCK(f~gxIQPnC~yf=Q2Se=fG6n%BsQ5`65;DtILAcI??PdjG~hB4d-8ge`@}- z+mG|KS)a^G6@R!V{GN2lEZjsZ{OD@up( zasj=b^mnd5U)h%KTRIuK)S=s}b8YXJ1ov>;)8CyX%4!RpyO2RA)7nJ0@I{1|+79hr zj%ly!)N;R2O0?l^Pre3ssV};IPrPS9#!K}tOS^LEmObZ$4LEzA{V@OXh1ZS7;2$@N z9U;Muh7%Jbg}}@rYj7PL2ThKyBeuarB@fCVnEH8Yxn{Y}+SpT*hIwWx)>!c{iUjQ< z2H*V<+c^SXA7q!01(NPNu(%#L!`|Kt3u+nRR6+#pw0e>|79Z?)aUv9<8jGLQ$E|jZ zRm(%IM3q^=Lv)@G3w-zc-;XnxHj;z&-Sm;$5wvjrDeWyrkN7REss7wOAUX(VMB%b( zF39IXKeTzP$DDb($VOBQgi;>oX_C@-8W)fw2U7^c77`HG;4?uKS)Ijbwjx2A!rV^L zGd;z1smDKjasp*yB4%dhNW=A*mxgIv1T4|8Tp2HrpJBA&m8?MQ$#qU z%qiz&q?d%G_<__h2U8_xP~j%17N(8SB6jRxIXryys(CL@4~#tjnsl?}vFm?Pa&r;<JBHPhnQAHI2=_B$ciNH{12HFrWOyrtlNP3E&NeIbF(KvKCSu~;=G>JzeU!}%owsQuN=1?{* zya-N`?*S4KqcSI0YmlWYJJmp;NSyENvNf#@CrWCBMi|f;Lhy9TiCz*QVoFjVGdMGx zpyzj{MIs_QSuiU~i7>B{0!XqFA>uqTUWqz}!Xua_vw@8{Yng~MlGi1~lC+ejZ%2Q5 zSIfRop;o-bK1q&JJktjui4yK0BmqbkBzfW?erG9ze*>j{2zgM%MfnY)nV{(!9wkDsM^cfKIMF=rt}az-XiRFo}aW}g&2KDMEe1<8~KWTY}?3UPmzGLp1Tpa=awF;_UBpV-dI*ByhzK!K00~51NBG@uGpH3?1eQ9b zy?T49&K>e5RNJ`Do>aQFSa2Qany$=D8QG_&S*9;}5V|&2R+1o}KCGAR=PkAs%I?%n zr){0o>Af*02`Gs&=d{BqsX=WmxNu?wl9BA8BV^yknqp5G zwv4vVqwrDTiS<&wZk=X0IGF&wnUaFQ8S06cl)=fqrAN#R$|MI_BrKzoRzi>kkip~x zqqK00PsA@8uL83$M>-bEFEPGn*%EAKKvZ^0^Ao(8Cir7Og+w4aXEN4j5kq#NPC3Y3 zvODZu)~$b)-TTA)QRQL3wc&5uXYifqigcu8BFvoUFk^^wID-L=jNwTfwKOCl!R{PR z>>!C0%1{I-NP|~Ur946Bj7fM{`H`dN9FbI5G)9TNN+DsER%mrDQJ1Xgr?vf_psB^H zLK#G9#x_6mOr3l79yg*XaaX%vRPK`#%q4`&1kdy=t=9UTZ%gtLL5ScmG9w?DJpN?( ztJ`;iKCY#FdLI*eJe1+&rj2>2y$dI?ryJd1TmEj&7o+cMBfnrzxc~gvDotN}6o0Gn z3cLrAaq0NUA_7qo3QCV~ch4DxGZnOE6tfwT89^y*C4<;284E4Uln72TtWcxo8A?%9 zog<<}PIsp;!SDnV2XmkWMVMPMlZ5`G$WS@n7fzOAns?LFwz~zR*U}aR$jx{rCrmSy zVwFF$tuOb>_xE%gn`}~u)FPJQeF9Xp7ONUAE>GIN&fDLN;;??IT&Pgf~r`7+A6mAn#Pf~L|b z8jk5T_uSe%E|aQ5*}V~39fISkmp8e*WfG37o(sdRP76;Rv&}5@(FkGe!G>@6z8S9d z@rACFZ`XW8{@m%l*G3}ASS4-l=mZ|^MhMV{Xw$C-n3yH<6n!&koCo?nFOMH==#-X}d!tn`NY zyeIQ>p+}y-__#%UCf~Nze!i9Wa}Ij%d}eLAggr$G{-ZtrLg=&DJJq55Ak9&3@3#xs zZh7pi1pYEzBj($DDf+fzZlhQBo8#Wr+&<+H96y*#nufQiZfiU0GFLp}d7cAfa1=PD zhh(VgE5DcZw0&xB<=*n}vwh3U-;Vm9(qAw2uiN$S7O!qhkyrZCPo-!Q3rK5OO1m(D za(-J2EjqlbpFZ9_p}8nExRL;rL=35cHgb%#N0ORYlcUr7d19kls_N!`x;&s>)IYXt zQ&3xpzx(UOWbrnsbvl5&P;AI=$&XyPHu5QN9X2%thl>qr#R?yDNW>)uoxVgF+uCYY zPVW)Em@d1#?eSi=_2i>84yF<;2;tH6cK*Ea{yq17AAi#PBimnP`O9q2R6eCWWc&&7 zXPe(U?Kykh>cKxsYu<`$sj`t-jv*0+sdBRkJFrMAR3izOHTCT2L}APpNViFdT4$t_ zq_T*@wVJC5o8W1~F*KN**eR2!l-8DSFR!bL5=hENCo7pjbIKh zo_VO%R4~(`(niPL%cqiyo6bw4#h5MRB*~&$ODRY&b5h{rCz5$JwbU^Q2dEZbw@fj= zjJRFZ#VgSdo>Hn)x!QO=`KU$LgrM`-2}#1J9L|JbWD%93KyVf0Pzd|13MtJRow3h3 zK0kdL`lZ=A_isJlk2O2~rEnJhkNWPrRJ-U=lveI%J|}IVKXM32g=zz0M^;`NYf=y+OCjbtLm8rrMe$gwTy5?}zZ(E1Ls}-2WMY!b@CC6V-*fB@ z?Nh0Av2Ul2|B2MJofH2N1dgKq#Qy1+JA#RlI5{9JQdu+C``T`kkgfQ8;WBOI&rEYlQEAFJrdc<(XJi+>iJnSGz3S7``;Un*l2mP! zHH87g*rVLRYmwkg_b_u&5>XvHFj7lFdY-eplu{`>gHb6Lj3spiHz!S`kF)SUCh<%d z10u$8#7wpnfQNlZA82#f~-Vh1P}%|DN%KJUK4Q{(swS)tK-b zr)h0b^}Xh)ch$AZvvTXvPa5atIluhTZjblDM5SsCN~cVgFrNDVa8rg=iAHrXJox?D ze|v3z{;si0jHK0h^)!SAxOK42FGpQvJTJo( z-vlQ){yro7!~gK{OfXd}Dx1@$5}4N@8h{r_owZ)%q{&4*FQl0l2Xh1?@a%8JgmDuiT^3!^oCmwGQpk( zHfBH}=$t-D&QI@T(=;zTSnJ1Adbyt0zvXfDve@!NPUj(hr1@A%|G{iYxeTe9g2uhI zwC&9Mas9s+38Nb=R8EO8s`bf#|DQEcg@}`xDzQYxUf`HWPklW1cEJH^ZGy_>Q`g(m z@YZJ8L+-m4Tz;bdaJv6Q@~sOtH_1)$Ke&MD+kMLSiijfWij*H zhNN5{w=Ku63tV=z`Iy!I8_;sE^R;|PpU)rv`sv$$J&>-;k3nC!MTyPyr}yP@8vno3 zzJB?L<$!z5+l!`N_&$|-oNn*2ugB#)9)EB@H#prN9yPY7Uvb%VEN8DgwV#W>`ttOi z87L>3CYR>8DS?*aaOS_s`1hnY4y;$0I> zdT^GTeEd&$)Tl*1Ut>B(dBC}F#$<2KT{oR}u-nwygTz|t*XI{)M}42xFaMeAfbGS*M)Jl%}Gt@znQe)nZSP z@Ob-{F)v+W+TNaSd0%O#Z-4&saJy~(G9Lcf@C$F7-~aM(o~-jU6d%tY=h}Iadpvc- z<92??(|($+Z_|CH{9)Jsvf(Ek*T?m*ssFIePis-~53&1TM50R`)BXQ>ezPC^Big?o zoOsy_?oaDKBFnjbmHPws|6KdS>He&CS*L%W4v*!&U$EB;$i!1dsfT{D<#OQ7&)1xN zvdiguhDP~B;qS-v2ABDI)XZ@G-A?4wpZ{=s+s4=37uL&}f0^5jd%^ONwM})R;3KFB zQDJff!=HZt$TXkls4tyxhp!ylk9@Z0Pp$o4@Av7h4Yz4PdfbKnr`A>DBx^h? z19i^dP8$Wx{rR8y`7^iuTY*VVN%+$*_o?;YPCjpT*%9IO)t2`7Px|mV_g||2Wxlk| z$IJCk)i-QkH9PZBwO?X-+P?%|iyfEflZ}aFmLk2Kvj6&JZt}gV5ZaG=tZaA4b^dsL z;9MZ5ku_wnd|S%fr_=K;?NqLnMj#IkDc8r-U!Ur!+m+#ilRCy zmxu~Vy~1)?;56ssV$0Kx58Hll`{g;qYvU<|V7xzRtK{9L&OhzBram|PyshUsUM@7J ztyKCb4@v|4I#Dm+Y;xjfjfdV=tmk_OpB7}=jzOguj9p&mTxlA$zC8IT=|4%b9NALpfVJ{fE*BG8@8Mgj zgQ&-nba6vXSwLkB_QttWY$iK<*8s>oU>F#R4qYiXx!&Ei)OAp9`~()g{-eG%mK@P0d;fjIWv6Q-JfJemxaWAYn(ul!}%^kM&bll7F0e(*y;W6o4SBMBNxK+9r zqNUDs<@f*3f=lcG2rQX-FW3u=7+db2?9~#YivGVIW8jIbaF4}v-Ys*cCjFfC6qFtx1ox`W2p&`)rh&t4 z6I@{avQ|Cv$_7nN3Y6;_W1rRLvqPeFskP?!a9m&@#P?!Dy7_-YP{b1X$aEw&qBYZH zQ1)9uB0~iO06(_j0CEW+kOXudK>_LzZu==h9B>QXlfl7*+%Zb8txOKJjuftbt_V|& zSLiq5Pf?zOPaR^;EY>x8um(Y92L|8-pacpmfFcDT&*+y3bA7||rUL!IK$gNNRS*>* zK{B9JN0>#bNl#CtE)jT8x-bc#IQj?xbVWvmuq0wY%D}LQGz1W&CvPicI}8kp9o!>x z06`bMm#H8j31RX2eb%L4m|>I=RKPSHIwS$mNK-_D1n(4#;gAkwpbf|%*~k*mU9vO2 zPZIeJaR^jErc_8obH+Ts-Un<@3QRA_C$bA2D89E-V03g;MnXx13}yu0u1p=jdx5?) zmem0IWW)T(tVs~ak%Yj4R6${f=z}}-x$eqoIUNpXWI#d*BqoIv^FEB)A~K07Ia4yG zK?ns=r8(V)wFD=gL>2;pM52EL8SVo>GY{jxWiW1k&vilkKzk?aB~RuBvJON)1?4ZN z#tA2z(I+6cr|}4+m5gCHWl$n>At5YZgBp~bvvVbcjk@LaFrE6vb1*1&PFINJ921Pr z=m^1(kjw}~z`)E$X0#gzS4%Xdi&#`|Spc6Vll6(Wd%KbOD zb(b(CMqnx&0T~nsfKf|;8ONZKQ3!NU;d!}#e_0@V0;X|nl7!U9aAyCp|I4l@b0*iKR&MOiv|$kRCiGuUqTk9KxbP9GRp0pMF&> zN2HGvcK=M08He`m^@3%zbL%3}Uet%$^(c3{JP+i-;AW$xB+)>2%zoK3zwJ>D8@}~) zHWFAr%FTfcXA4>3G{~o}^C)`cxgI)USwwO!V+@N?4_d@T97ZR2uTgS9fw2Va(}8e? z{9Hj1!IE2k3;$q$umNVZ;Uy}PYTyLe&SH4K^!_^PhVge3dDeHA&t<}C7M`gOMliPB zW6KQoFXRr1L}$2Ev)atq`Gu=DH?}C#IR72tf7b2LYrmt%=@Xw`(6#T6z++JER2KOm zXhZz9(xUu#5YuYE?&G&7{|Hi>FG}NaJx*Id&<0RGR^K~ih_WXzCpU+q5q57D0fSut zC&9vG>Ci3_3yV&`m=qQyInVO}U`kC%0PBc)_}1G!8~$|mz4z=8M>_F9))bX|zty5p zXIz+-{e0|t-*qo-K%l((x9Pc)@2_uvD>+Se%4s2Gbn@gfseTf?EHRsQ*Nno6`X8Ly zjDTLGSPvNSeTpW8qmW@f933qrLLn)0pkEDT*Z}@Fc)k zIbPDQ$8S_?RU*1YrXAjS>8y4gWyl8Brz!qaX4elqHR4w#J|v2ySRx$j3Dhxw#7cJ!6Sovx1A;ILtLRG|#W zIT27K5e|>GT~2>x>x)ieJHZ>OJE})j{b7ayN5cfIc`7tR5jOuA3ffAR#e%J!5PNWNI&u*B5|}9LbQ-- z!m+J`yE}&&x(QH4RLEgnv|xrsw|z9~j(|{*#C8>$*%5~WGs6rZql?!-OkyC#1RJ;_ zHlt1YB7-u&$43Qn8e9`6r`?DWI#VK*K1ype94;9PQbg=ZW*GDc6vM9NB`3!H)WF;ymHAI-u;h!~H9>T$)| zWWr|9yI~xRcvgc(eUm`IrE4IK#*j3H)%**p1mETAEn3Z8Aac?`ydneFr* z-G1kl#NhA=2 zyb)wEp-wpzky)GT2$>d301lL-BzK2#jAmn~k}|V{jWNQ3E6;px3sTSol*fUQ%rchp z!IJKs*$O6NaDI2&5R=kN&ySwhV_JKjWN@XR`MmMZ!>&*Rk`MxslQk;pb#l_~5DpVC zwvvfH3>kL$BU01;HEp}|56tzFzY_>Wes{zstFa~k5lWBDaE}bK|YjmK0h z`P`U6#^qvJmRqNOhdL#F3fUvyp*JxTqxDe+L7))@%1Gn@wv-+N)F3D9pSyqU{43xN zFpsGs!gmi8BuilrK~#zxk$RpC?;sn|J_Xw-BW5H?1VA?O0CaXFNK0fPVvmgGk-1Qy`EU|O#|PX%*aHuIvbLRg$Kp+}pYiWbZq00UTx zP^CyK#+iy9JUpN~Qe%3nI=d0C1O_gEQv@a$COzExRzEhCooA#4b1Amgag{l8^z;y@ z$}oZ~3sGfTkvr0N%+DQh07J@{#&+cBkWMwJh66K>(%I$cdH9BA5X&B_c!-kDmd9al4#+TTmH;1kMOnU^qtXck zNYI%abJl+=an1uuBw`y7O&>aadK&Z{2AJZ=PV8XAM+b5ML8-_kl?GWrZ|E;urB1?1 zLQxP9f;PlJKT!%p#gu{CS%cj|%lu?eErY^Jj^YRAAlQ>U5(p#0MnBw+h+`1%^^(2Q zZel9}BMJyRo*G>q{r1rIz0_~>yt16&IBy^5F$&rQ1*t;jupk6=u`;TboX;b}x4mFW za=RymOQJYPL)aaTo?s)=e>I*ZgaAII=yFjkZV&knjPi=^S$ zXHJvy9okd#7O-U=09;~lWCjzmaY7X%&{7n%A9o*3rP9mG@wRt74#^@E(HVBce0KY= zK0?4aQif$j5av>*gdp#g=>$T_GMu4py37`1rn(KC6`mfJ-Q>dk zmm~?Yp$;X3k`N(M;N{9D?_Lo33Hfse4Z0aeW8N(gdRM235rdU8u)uquIgCAJ;KVXJ z$w;`?f*<1^aU(t-N{P-;uMIyosGb#9e_tvTnhq?W=Yvjh_}pDi#f1;p;&9xIC)KbQU2`ug8*KN8@N zTI$x0><=Ox&qDNB@k0C?+jYjBaXWyGWatC(uU){zYV>;VcyJT_aGF2vW}Z@liy~4Q z8^A!W($l&P_v5>I7h%&xg(u1f0ZL{?Kax~<)*32Jr>g>>y$m}AA>~dHu|{l?jo5+G zvuQ%5@(pcDWeb?*h4|s)Zur*c9+ww6NDh4c^Or-p?6`eNn7sb>ab{WK7;ZTirb+Ew z+hp|(OClHWLgtaZ`vI}4U;r{;W(Lq;>Pn5_(>@3gAus|Mlo68MyM~N_ogoSrVDOwb zo1l$(E1l*M=5B(gJlKhdQ-d;~S$4#BeN>h1J-YHPh;twWxmyiB4a zKemM{hH+*>3mT?qY%YZ#iQd=fU#+a0imTEw&rQ}B2wGyCut)1_Io=_5Jl++3w-u%n zPIEV3A+XNff;0fb4KoWTV*q-CV}mDg7!hvmn1gG&SXhivDn*9i(V>B4nMg67OLIIAB%^7=6>Vp#?keMBG zqywcY13d2A$G|D3>ckd~kep0-M3`ZciXsV%MW!Wq7cB^6AxV@DVW~n$fn&g)DPjVR z#1V5YWefIX%m7TJ=FY4zP1E)UXs9$2%sd!gG>hoj}mz)`frdx z==h!1>x4vvn#(eVlR*W@txF$5ND;w@ClG=%OaKtX7HAOTK~;&PVW!MQG;D3#brvVU z1Wq48O^AWrBj!j)w=l!}p3FTw)4<@bIu8K&JX#0)>8O{xm`dXp$?K zSfO3H>NoNde4BF)$#KyE}L~MFd3hcO-YvJ3-fMGn7);0ssIJB9(m9jBwo?G1`QT z1iaWw3MfDjx!BN=!evjAhVB>*Hi1X2JRCqQ`c0Gfab zI8qD-XaKH^3r$I?T0GG(!|B)v696PJfDlCp0@S4;A!eedAfy9WDnQ%bQJ9no(9*nb zBBsn;ujzkG`#W$$`~~s=-zdk14-*C@OGp4Gm*fj1&-?$l)l**{>ZsGl$c@{a`*Wu? zIeLb>a8P)JTi_T)0LTzUP27>PPv-%p<0keZ@Wg=2VP#|!Xca<06ZEis+RM=~yq_S2 ziW6dOg-Iv$4!$NR;e}}ixJPWVJA1{Qq7gC3lr&+oOp**fmM}?BG53f-*u7C01z7sP zW-KA;B#64CtEI#!fe7CVVQe>WB}Od7%1Xe_-iVvg3~o7E=V*`}kqT1+hnTzDfza{0 zCmfP+4D!V9`HoEQk7`}R$a-9F6)i<&m7z*kguq+x&q z!7vO^6!I&$Q^=$fBH->3gS?J>!%;b=lThV}q38Q<{-4aWWGBOgVV99_}DXvo{AS0@QndyNp>W(&YY(On_j);cL zQk>J|oKrEuT25JmAd-8@Si&GiI?e5V5IItYcz}7^TDRNnInM4q+BzI@c+tYX$2fxQ zMEP+^N=w!LFw0kz`P8P)=aU-HolEm@BibW;uLcT5PY9(SBi*OMQnclp9Y<+=)>>)3 zPxa2!>T34C z&X2(79ds&%iEU6(4JxB=n;*E1LJ2Scd`-VHO_OMGlr-^l_OW!t>3FANo?+0CenS4K z;+LAl{9gs$%`a&*@Y@mEY$Cn&c0TFvlg?ewLH{OwLO;j!F69CI14e@*a3m0XZ{RzG3-m z(3z)~rTp{VKX$UT3V~tBrBJD(W3>*dP$$R9v!jDlDRAk7n3Z9J2(vx1Az%^JnmC3a zWNrWn7?6=3s%Eu}g*>_^!oo?lKWbm!O6$U*^OQmc>Dfp6!894z$P}JNJ-u1rI6lY9 zWX%p4wqFaL`Eth0-u=M+k%7i_&pl>Np5WHhM#3$9k0k8O11QnSlg4YNaGXU2XfS?f zo+M)%DnytO;F>5znU>BC$3d{qOr;13-UlDX$LO>(NkW1<^vs=;IS{J;UD3F2zl?UD zh*&DCR65b=b0+z|WxFyoRs|(6aoIg8t=b@hda9{NyZ3s?{~JHMgflq zNJK~ z#IGRclMQ1sK8u!!8hAvk;hQWEj9?VPj@5H?#+*f2!;g`cwaf Xm@x1;a$dqFe#l z1Kkh~dX|dAa12fh?4W`|WsaaDe>=rc&(6Mc3!TsrHd!e8{qBMD z>4*9B&|2&JMz9u|AtYnO$gn|pIIoU&yPTa_(-0fYNuKG3*B}S5AQXj6V{S<}mD9ZP zzri?SG@wD+QQV0K$ak9|Vz3IPMY?ArDgY2b1_=ngcV!ksYD21fjut}^3Mq4OhJleW zM97^2nM=ii;0FxqQ!->lP{a}FEjuuz@MLW?p{&Z2PJQpC(77z9qitr<0a%%pP#~=L zp3T7miCC40fIQJMLlea#vRgn>N2!{aBd|3iZ-A&%5hB7qa&Md8J_iWpg7lfZA~lF0 zUr66QMi_*35G|!*mgAtPyFoxyOaV_4B9vNBQkSqDtxM1`TEK`|M*#!^3ItGrnJArQ zK=cTiiBY8O(T_ZWi6sCV`uHvo?b+RjN)Uqul)gD;=P*GKsz4INp0FQ~wu{1ru}D~u z&PU7WTN0;000bmNKx8FN+kwzM6KR>xh}fGQt?>ycU~*t53kL{Gi-27oCICee&wzmp z&e$+U?wj>MP$-Cr7>KBhI6q5G>+d6cs-jrNL4H6=H;|m21OtQKOzH&q%3o|hAV(2V?uL-fI;?*`j|4JS%C=2iED2OjkhDRWm(yQw=p zu}th6kKcvM&#Ne$C7EI`6Jf-I8eLN-&joPHzTFh64~oE-d?0Dv$6>5(W{yL&=Lf$y5O3=c3O7~iqbNyH$;ghAn5rBN}g2q;+q*=S0d zCfSJ(iA~%fOA%G`V(=dB#6iQ;7^s{SsB~Iw-weXT%^~`MGEt_p+x&PZEqhYyiBKFU zU?Ujw-xDJB9e5<0%K!+ic{_a>v5~#;Nb(M3y{0kpT{BwvNWi4x!44o$)~7SWfjF=u z4CP=jz@!crCwCEKBx0h1=m2IwnZM~a6pphx0Uq?w@oe6R?JSTMk?4Sk$d=g{OW_)x zikTifz8?U1NJfh*rXW@nA;^dbUoDaB>g}JxFCf2QT@fm~1KyI1rIzw%8sUsV2j&Ci zBlCsgkC+R}H`YjbBssAB2KNWZh%`tXUN&SPYOK4FJAoLD8Led(c;?$+J3 z^b&wrG)*vskcgAMhxIeU+?Q5$8$=xdQc98%+>vsz|0%#(GGgyKp4m(^JYWXgO4njcEWQ2GeWxtmj zXkk9*9T3$3v?$Y49wz0E@UJKmLS9ei4KV>i5!e*1^l4S$Q=m{Yv-fq^7r(6 z*ZiOf2xsUMbfm{#KWD5Vgn$5s-?5zJXn~Ft2ta1w0nX+MP#X6flBSs$g5V;?)Vjlz zz)Z^&&lmEn;Oc5qsr#2fo97*KXL44LXcRsgWGqUc=}rpn+>ep@;isKrDvyi{UL-AS zl+Jn99^ZGA&EP;Z7?O!{=EH1wRKiJ_P=X-<>$1JFoix3SA~hm7sQ^w&m|BeaXnn$c zFK=UhmvO~)ON*$4qJaSrL?l8TLn8^$lz^DS7}6OmwYvzEa1cHrshLqGUgOfnDD5PW??h(i+eB^uI z!Q$}*p8Q)OSz@7mnm0wXV4=ARbakuX!`4baIHgPuO03^QSDTFfZT!=szl)4o9!dtr z0lC&VU7sya!VfPMPje~N8`vt;iorDR79=x6|K^V>|T=z|y7zN;gP5{3C#M!FqO3>pNi&Eh#GRXM|yZg^*B* zLr7HSgkKR#gvGcgR4rjbM{CpV&{N6zJb27J#1b>yo%X>a7?icRpojI*efSh7CNhP_ zC^3_A6Ivg9eiQS4dl=K}znEu|uHWN%(7=X zq=Xfq3P1m)Zi#UcdvHHf4$)Q>@IF@RT|5D^LnMPR0BL^- zurTmQKRBflsq}uZXw^DFQM1JCF)TgvJCmmnA+u^J0mjVJf*zaaMm&(h!Cgzy0wW{c zQ!+G65@zHFMjrEjk3h_L_g7?r{yI|O4|;xLo}?wdE#as7*3G@6ey8gWdLG_aDrNt1#=(itraOXsv#q|Ie0Qq0QVVs1`tvL z6G4wMr~(Jqu$Bo72+V-R9Im_99TN$Kgh)g@!5A{Ul9E}FCmku0lANu?wKwzml=47& z)E;BXr-`-F4bi~kp4;T)f-wh&}m>5VLK!o`nRxbkI<7W|= z>X{jl5ePt-LMWVeF1CeO%)7Hd3J!veNsrc|V+a8T?G@m#3 zv{p-;Ya&Auk2nE*Cl3Pzz<+R(0RhmaxFpx`1>PLOP)eo8;&1Dr!WYO3;}Usf9z>Dh zHknQ6Wf1mZX#u8$6Gbl7|3cXO@{G>&{TCYdJ2CL7g9cZX&asPcke0;K!ypxq5EYUE zzw4@Vv}g2T`j&LV>?jJb1eHhviXd=H2%-=u4x9_2Q1ozCaFW67Od^H$e1SCzZP6uiQAOg&wNN_}#1WXLf1&uJ@fPVwj zh|gkY@SDd0n83h-8PL6j8>BD*&@f+#kjn+K04EiPJ`yZ4>AQ6~A_B-UG{O=h1d&*T zFvA^urWv!0Msx(5LyJU8DNsHNbn;;UM!-oNI@k}#tSzylL1qFrWB{yq(oD*50SHKP zOE-!%$(U;bsP!P917~+D-sKs*lN-kX$p8loO1x6z#1g9J;cMf)0}gz6@e0`xz_J6h zz={OH=tVL`Y#;z!*n74;hKZeEr@&XA{sr|nvCm`=1cBo{vv#@+ z$%c2wUF@wK@bN&nmwGtXk7Lf1Gk`2@KlBA0Fw&#D50ipgNhOX~vvh0H)))ktNs6OF zG>CDut+yTOW00m&mXbw?S(0kfmfF($Xs zjR}P(4YAM*rdkp!gOaZhz1pt~$!QOPw^(#$h0c?5h}(AjRC zzGL!+u{pH#`6vjAiCRS1DcN`Roq&nHFJ|ms64i*j3N{+y05QA;LJE$kL7aU`d-G6~ z!4k@1c!*Vw70TIlV#eZ|?3m@5PEP<2m<~rvM+b3E0bBx_g65Ao9=BM#{0e@D{p|fI z$KN(=&4gAH%nWj7BI+j=h&YvFVR9@Dq0INE<%hp9Bz=D>*?|oinFA~NDj;3Vmg@b1Vt&&%YKX+$|jS{u|MJ?y(3!8>>cdbUPza3s@NaDE(!-vw+w z)(j{mc?u|V-v{U@OYZBayr250H}G%E(WZnHAD)OnOj4(+0ur zZyz`d2>}6i1Qt1;tT+^0M(pi#%F;=IWu^D}~G-zc^FFA;xp&)Y$@nt*;rU;W{H&1Rg2FM&Q0UDK z@JjPZrUGX?Tn#XqVF|XU^K$r(b`a@Q3!sNbbHKSNH5>!7sVdHlT%GIX{T-Z;W7VYI zqYX?yhh?w_7v`dJmoaf50SpNcb52V^GPE6fR-g+pad^fxdf$Q^m&%J!3H#RDp4h9= zjw|6z1d%PGBTqyc(I?~rKoKLdM?hpC1mfAL1tMgR!6`&UAqZYj)0_Eiv*NDO04IAOj3xx(?ox-I){iss{} zYqLf~oEu!lD*>u7Or!{Db{Jsfx)GkSEYXX-o9qpv$4pCa4y*Gupp9`wKUg*8JR<{_ zTi+r;5_ojBO%j^bWm!az?k&LiG~qHGqcbIjWMCf+dN45*CFU?48DtqfGX_p3*cn5o z^yWF7SrW5TBnQr3hQ#O*PQVx#0pN+kfQcf2>MYSU6B$Ah+R+V%2%{8;L70-pYd_j( zEKnD&b7F*3LujqfToKPsGr+EKhrUw2aH$*1tY_TXwqMPHR7lW+4o3=AY($;;3|K%g z;9-=Cd&B#79J|ePSw0ojYHoBhCM0D7ir%|f;aQ&rXT(l^$k<^+h@}i?YFI09Pht|p zlmhMuzbjd9lz66AV#=F6dXdQ#BOfDPQ(OC!8Bsr10PWVi;pq7 zo09^nAZ~74gb>=kSL8+KO4VE5@Y$4VvCN2JK#No98ETL`5Io5O(Eqxr5#p#T;~ zhB6lc?H=X`ITMs2_aH=80_OPMptUrcQ19eBcqPo+k)zEo^HzXJMvE97*hPsMhsEKh zhzN;=5wZL3he5`yYN46FqakJ_8i6v4@VhwR$p0vCL=HsEB*=6o0Fp@dbcS&91k3fq zOE`L>Hg`xvLatD(?0}(~RRTa76pJ%tE7*`wF_3~V37a_!Ec<_P*$uDMe@$n=Ir5xM zZnREXC}(C)z(8W1Jjh{C0^0!a&_p=6;9P?a)&6TD4EoGenT`k;I1_>)p%x$q>ue1X z3|RKo2o#|(Mq&V1W&%jU0q7LT;Q&C$POI_3gE=81(gnOA&M^8g19fKzj1**10~i?~ zG{qs2f-oE@g$S9ua;Nwd(;02dW5`GZ2E=*Cj&E3C2q0<_3jP4ZkgpKN;FN(uIT(;r z0L5awP+l26+;sS3Wbf5#k&fr4DBp^xv{XeDz6Z)0p+F3hLy;$`Dgr{70%5HSGc zNOz|sMe3RXL4=Tu-|-{h;ijA(Mk6IntOKAac!f>r)DTkESsWkKr$D<+8|CDFXE`)g zhQs)ZO1k_s8j$w|gI0z-lUwGjp*C#66jMq-0tr6*s)vL}X#5K{_* z5X7{X7OyVhxdvoXLu!(Rnp(ycj?T67Ss>Kzl<$r^@Xvq-c||~0h8SbuU{W9g0LaWR zz!Y{7f)~$^gi*|yJQZR_+flc~$vt+6Jscp;6d*Ar1xE7ldcf3y0D&=x7*N?EI{KZ0 zlNVzKoi}`%_B{2Vs-T73vs=dx-0y}yW+B!(Tt^~eLs(kJ^JED%$Q)OMf~-f5vT~LJ z1=0d`2xC^_6Ql_ek{ON>gK3sj>loP4xQ>e&6&+@GfZ%{ZMBa}=dsLYx*#^bj~Q4 zr1WBV!v0PC8i`4p(6ui!Q9s9r!*oQ}+gFEkmea*MZAm40cv?UPTIMfw*dp$Fe1#e?IY_(XHG7-tym)|x8tSnRVGB*g9A{B2rz}Hq%`52 zVo?&NVUCEk=pxnu6L!LB(cZmht7*m@%&uVFBbccoFCguHmc5n^InOm9tp~RZW6oyl z%5fw&P#r3Le)5;+{dLP(QgE)E9`_w`KJnu-{Qk3>4R)$!OlMOiVPu$=b=~&mTW2bm zt*+}(pVon|+RHSWBV^WMTD{DvJaINZAPmS=zx!v>Erb70Ax9JphK%VuaRqP{MKMkU zEDwVHad%xXO zKRKP){wJ@kP7kOGPnWhfDNA)Y*b6gpA!-brW2f{?%K5^l2PC9@kK6A-x zEXz8{$NA*z!&2TBze!}$B(szMLf7{(M&Ryo-W#C*Dw1XX3=bjS8cwqD!_kV-GeN;| zOZ)v2#kmb02!nl#anEErosoV>)jU8y)^h}jZN-cur-sqd9T~WSS&lXkgYXhC6-NHf za^#3gTqa)?8|D$+tdk)dv|RS!EYu|q7=#VPiv|%Q4u0A$hs^8w_Z!`sj1%RNzrT;( zUA$iNP}(T;^=%Z;Q%pFy3}c~~Xgslr1CA+qC053Q8Q>O1c&~J?WokWl9}ovbROO=7 z3<6K%NJ?Y^%>)lSGMy0tP?MoW96LJ_AQTCVHP~B1vp8ZPMnPmKW~cIccOQ6AVIsvb z5bk-r68yAA7AafjY1K?2Of2wfGp45+6jMIaM1 zdvp^w&S^FtMT3kJ6*Y5a5hxUS$nwM^c)Nq&PdpL_hfg>)zmrZO+#qZ;j{yMahJ1r@ zu(3EeH^-G3g-90T0OzRnTCr8AN#S%UdUOw9AkDAV9r{hJ)FdwS+h zb*A3o?kE8axf%AvGN3%(zS)>-GL%|egr^DH7}lg#6-V+IAV5lp+*_XYG$Q+OI|c$` z6=Q7NV@C_9nb@7;kb@F#oO{+Yaz)E<@C;`NA;WmU+QTpmxg!R_9?&wm_Tpm(IT@FR zBhh9SmSXf|CO(jzK!8h%XZ&zF-fIj@rZLNLA(;onHiL1d2xyJ$5~i5u`#7#y zX4UIdc5w5)KybIMOwG$VP(8vk2tg4zGsjq$GDx6Bg~A{l+#Fe_lP3cWRUizv@AD6? zly^6<)M6Bwjj*eE`V^hD+tp zsb{hX(%t!Hd5i#eMOsLfgp5I?%sLsXg<8^-V_dvKw;(K+8%~W)E);4KNZi zfI=`t;OVFF^{NL<0G?BHO=#Ew*&>jDiAvgVBZ39+WYZeJh(tjUjusTo8TSGZd``&2 zA{0_(A7KN?_8 z=|aS)8_q$aI*5j909$$@F{4TH{((t632L=8a4U+)8NDL0pbRt4tVx{C<46QZ`j3to zXCMGX=7=(NJs8F$4FOlejVLjbH_#<~1yrCT(O4^Zfi!7D1^`khI-|y}>!t@aguy_^ z0m&OY67Lf{V!S0uk|0>v$N(xQ;6?nc{boCpTE zL8{P+VD5(KTYn0GG&B-K!5rc45+VL5F*waokt-rHA)~21j_DD`aeCXxdOxZA&|Ao9 zjPicSY;p>@V16R(m~U_hAutjILP(G(B?!lOF6Fg=kMX1X^Pns8?@S#`JPZJn(Gw#R zh^R<0Md>ga!R#Sx8vq^g;~@zMSs;=6=+OdDNI51aL=5^42g@)>LxdeSqe561g1@hF z)mu#$DLZqPV_J+J=r}=)P3KE^^RI+sjx!H9y1}^4r%(6P7@?yg1Vur&>C9 zNyWw7J;04g?5(uD_O;L;(~LpQHQ^KYlys7nsIy_Mg}w;_$1%Sv=ONxaYJwFpC*+=AicoH)bBu2D$8S&h39UVmPE> zcnAf54*>%a8Nfia!g#9)fXU(94nWU}tTa#AlYZ`4vY!){_l zN<`>l1IOkKyW_wSP9D+{cc+fbjEVq&a#4LqJ0v#DDdQ}FS?1p!e);lyJ0Ae?jQ+V? zsRBlv%k_UB6-Y@k^ss3lh;ESB+%MsTiva{UbFeI#j;1tAoFI40TjCI@!l(0ocyr6u z^N5jEs9=E={o!8yp{z1B=jnRSYZKXFnP_wy`_?$xv}YYWg%FB{lkZ@6$Rjz3AT^0` z*<(&Pj)Mq9Y6K7!CP-As1Sf0YK}iHA*lAy;!4QN9=;`Q=mK1>X0o*c%0|F*$Wu910 zbb3Pknm0iGU`QQ7c9&aimmf1<#jijZQ7usVJHjtld??*c9Ry`4J2{Ob@BQ@;^jY4a ze%mEyDyNSM{o2k~w3Je{oH6F?J&;m>g)W;v?T|vSM%zYx_c5r?vBe!UNj#!AcOL3i zf=@)3gbVo_Sx?fW1_koWvoFi>ZFL`xdJLm%iLnh#LlE+y41qKZz(Asbr!qa3%hNcK z9dBR#1_DC!>>b?=uxE{)m6p{CbjD4@y67~OQbSq-GF!&T95KXE zt9q>ih9|04dVC!D)f@&z7oJX}g|q7eXs_UmK+ulpP9rOGK+@&sB?miD2$@Gm07L z7_aPKhwm+5TK zutEN;qfY&E29uvXekHwWeNpPJ*K@DSkqiDshqZO~{EhZ6nt#7sj(J`qMhNXw_F{%z zqHv;^S*2FFV~JQ;7k_-XKc467dGc!+-`ZBM`M5B#@1I(~d1l#}U!bMuiXwpI@m{vy z%JPZuPe$p~lzL5{<9TUsSG842_I=q_viq3NcAii52eriaO>VaZOwR}a8{yr*CId<% zO%O~R09jOS$A#MxfK@CUj(rPED*o-6<(fj&PZQKU2F6E=2-yG!Ku2fJT8J5e%<`wd z;fGj0Z1wenzlooob4nj?Q$bQW-|*|h!!_yiZ*TW6OwTs0FQ61s$WGiIvzHXf!p*;S zh|Y*JQgU#y^T{t~{_D?UJBAR<%5&9aN<8cs%le*7Ff$c39)mitk#aUwM)rtxr~xwt zz)%=mw5JU7$nVNWQ9iq?{K`sNYBINX8*Q5kO=@HkgRF5IjCx5PfY*pNA7(ZNTF~7^ zV=AN6>!I-W?t}%TgEYpN7<2+0F$lE?01eCG*sNk|@cZR^HXF&Lw;Y&M38h^9U%cx1p^F)Z&z3$vbY6&TP{;f6lDNs2PCp}Zc z{rYyEN{>87c$y!hAn?SB8QbNk?@(@Mf_a~#yU}{k>!|v>=V2@w-GFy&cr_uua(BQD(Y(BxS|`HZw=cf=SrD3m%Fi z0q{PAg$Yc+Fh{W@bAVHq-i{z(K&@psIHFH7%I6#h#Tvt7V3`GVar2_JqYb!4^au|J zPGqX-!wpFa@dP+oirYwo1U)>j?G3z>`;^2`EXpQs|8yJKs zoK>=bizM^ODi9m;Ku&cUBqB3Xe?T~*uN%Pku0c}Es(RRmLjz6}5R3>PG>o+21)A`d z4^>a}(4a~nXY=&T?=40JkZ?&X%BP(H0WkqHzmGH$AQQfZPXW(a*P}<3sCD~TwP#-> ziG+k=fX7I4U@k&O^gftTCnb)+1aR}_t>nz8WFj7ny|E2;JHxTHy%n`8P^217y`MW? z3m|c@8~_271gYafCLV32H75JGpL7Jw_dP&1 zey;rd;DGrn(quSCgt-$b=*9WMLSSm6te!XSy}BYy##5HndANWn7)3F7Ky@+jJcIb;1wL z5s_TanV_n~+%uYppXX8KWxMVpq`oMfab0V_3hsdZ@%YCf3+9Xm;t_?4)Y>3Fo(W)@ z`gz$d^Sp|B3x4n@$p=3i(;>8imF+>uNw z@;J+_?5Un4hf72(oR!Fa8uT#wUOw)hwhQ^gJ$Iz*7xvsKTjpX<=l?^AxgpKGsAb9*W)cj!s&JoXWApUy^)Q-8o%?lYO<$r;;T)~}KS zE7!2|zOrw3ZtFbtx%8#>NfUB0s6c~Z+CELeoDF?Ta8OFlMmxzl-7%w(a877X*nX7u z$JghPTIR5M-^%D*>$W_+PUnyEc&()?h77`>6b~_A!$D%nOTZr-rtsg`{wlT;J>p=s zBEUu&oF!vgkC8o62R>1rmhd@t^wGwUaTlkP)>&JDyAn1&-OK4Y8S1`N0mChMgbKRWiHpI3b@dPV%&*%=n;0sULqe+&J;jq;F^quj2`U9v4b2kSZ) z)E61E^a3)EhtqYD+bm752sBwibBcb>tU~~nHvbS>vvkuv34vzDg-N!ex5saK-Yo(5wcKpRSD$sWexm=sweieVjE zj#6`hd)uf^K{BMnGIqi~f2!E~a=JcTdMWDtGstSpEP8iEMrbTl5%UF{i&&pG_-v80%=lby@ z^xwDnn^Y8)WcI>7309tK&C}c5aFm~Zzx>_a%ggJ>S#HOdwchOd@F@Pd`l-!Q+WqtG zqt4^~MGe+E7Nt7q*T>$ze8il;Ua{iixyf+dV>+(>ex-w+CR@*0XVOFZFWQae#VZZ? ztzGTX-xiN`yU_M{T91k27aRA-9gh8Uz5m$y+~3Zn1B_)p)ti3W^i!Xwl}=yV54W~t z_fvbkZ*-TdpFSR+j!Af|GxXDhfBX>qIK;)_;qY??J+#*!KK`}!PkOq%ysyvKS9(A&<(a>Fk zACl_<(W8Op?{n&(Fn`GR_4S<0Jw}c(k&X^@e2lio`7+w)_HTmgO-?QUx9RpauSe20 z+64XlH;-psUr}Bc-d?&KryqWm=kt20<1bTr zSGs3%;8FS4)BU%{*C-F4m+gAm-xnm-7o(@3i^}||y-nj)Rw%b0%FZ*s;*!VdkH_+p z;J@13&x4C^Q2y|8{FhxK@c%LDpFb{t-e1o4`1z1W#Qu5SH~TURjwG+2^L@-e|5|JP zH?7m{KTQr#?ftaBxxZ}>@_PA)zqNll?f>sKztZJW;qRt(Df>oM?lNC~-=IxFrO(q| zUtqdaFuwOszb*ugk>TT{AGz?F)A0G_o)>q+V($nexpx# zt@B=fkh;+L`sZ)|_U}JF{OdpdL(8JS{CwJOvpht9xP08u--lo4T6o0Rl8tbx;r`4v9VeioHir(%o7yD=4rX&8XPwy>0H~t(i%hT;W z>F@5RlFaHqj1D-dOtK6UXM3{**MB1eEbf$CN+y3;yJMKH) zr`AfB4nKUr|MKqt^wa(?cYoOAyl-#Q{rb@6)~BN^mJdySNB);terJun=&I4D@m0P+ z=B!YsxuDSc-ug9{Wmrv~3@PH6d7LXM@h~|Zd%7JqLR8OBP3MoKZK}m!iMb3JVf!5U zP-}f!=rh;a- zM!36~{f#bGzC%PHej8(aU+`m43ufX+y9LdF=+1f)FR9N7rTZMAtgYIfU;72WdFjjV z-sN`Qb`@FI&AR0g%jDYQwcZncj9nMyMeg^Ty1$d!^poq_>$7ZL@XurXa$KJJ5C7-K z`FC~P>-kTY`nAVvr_txPqOYy};m&nO%hZbG$ceS%>9+mY+v5w5VDd-tp_3-$9g*q*B{oU>%l`H$xB?zQNVvuo|d5HU9#{ws6U19N~-hr+V#F%6dD7OX0S)OB?ak=~Hb%)2s1@r6kYjqgY&oQIqrV z?qOuky(@zXxIb;#R*xk@E!doCuXo=C=zZ=j=+sDQ8E-8;w82Ec4*=-aHy0 z5yZ)YC_LaD9HmB(owfu&b9>vzli|@MBYMmrga{a>>rlnji&J7*@n)VuvUn?CepQTNfP(dvT)v-L-RoYsh0u+RZtCBiX za4wKSEAbj3?f`R=1eGN_XmKi@nKTJbiHt0>gOs#E36hjVF6ne`a~UD#L#Y=D;?$a| z*~$#12@P`yCxwZR zGORd4*@==8>>??`P868+?wJ&g?Lxk#W#RzemUKjr2N6Z)WJG0JO1k;UZUHe;CbWWF z*t?I}ID{}~IU>7H5pByT&xJ^j&ix1(E`6Ej^BmlYP$~iu0SVE`Y6{et1wl^i!PCWz zqjL&ZI8~R0N?}nr+r*qz-%(nW9K|!NMG{d*ZYWEz1T4`3OO(l%gQf^e7D=!t65wP7 zgrl+rWdh&v$vTyzsNzNDB%4GT!h>ltCG%r0nn?&sPf7?=QLdHl$vHKXLMUeQx6SU$ zz{1NEgfPvpX@kjwW49%jZPJH=p!Bq7lAG4!F1b;tun+#W(~5ZS6rQK8DSnX3m8 zS(PbWe>E+k3keCOhH0=Eda07&kOE>5g9u3x6IATS8V^1`lizAwc}kI;(}LVGkjB>2 zd-C*ZY+E=@NGBjukfGUiwxeZ4+9c4;W^Wo!+Fjf|GLxATas(Mrlna+7Q^G00p^Z?* zSSH^K?h*)S(19GDa>R&S%UV&$0%kyXe&@%doV;tkJ=9*54CORWI@eN;$%{szX$Es; zVj|19x0N*AiibmAW`;$RnrDC0elN4LgSd$nRu@>6SZP!kWHEX)i129b#jlNZVSKmY z=}2=<-h|8Yc>l7UIO^a1_Wu3npUUm=AMWR;Sy|#vTJ<;$s#+Yvf=uSx~ry)$W@^IF6x%dW7jp`s}f|3nD$T zynf=?$?hcvDh-AtDpS{8rck}gvTa$`KHbJWqhj}TV;L$ZJcEi=^~+Q`b4>C?2E}&? zA_EWYVGYCWJU;K5D+A13`CNS{%3)74KJsKcKi|v!Tl4Mp!sl?hpEU+9JRjKNoS(my zbLFnKw^+8g$Q)cm*N@xnSI0gm3oTOLN4=`Wdfrd}e6AXoA4~Z+%f7VNz3oGt->&aC zjbpmU2nMt<3deo2ughFyAcj%Og|;iM)I`)@y*x_%=;blicb5>fZ=!eQe^ca7j5S^0 z3uMi#{i&1?belB|D!V@Lwx$5beIKS$Bmw9!(XGp>8)=lT3WRzq^ zEFu*%yRG58tv7jiIX62>$w>B*JH}Zu7D>U#$SS_Isrk77#Gw>#OuwnT7H`sjpU1z8 zdC>*kElHq5mk89WkEeh42FqHu8_80Z%W|I656eFNoMt2f@URSS!Yz&HUl}_?N`msP4;Cvq>Gw?|336js z$8>vj+quX@l8OdhX}!OV2q(@ewuq~8QW-&;J*X886_1=9!*U?IdhW)65>aB9M1t4} z!GGj-ExeQ|3`&uLSjGqiy8E!n0A-GD>Cw2W4$}4dC?&%Wfx+CTH@(}K$gH&`CN%0w zmP1UBO?+!eYFrQjWb{Kx@;hV{6{$=`sRra+)Z^l_M!KpOEv%2BkEh?}s)L+a*vKXZ zi-{yT!O3Q+>>OC7t53Gp+T|Dzw{zpVOR=g8Mf~!4*30A!;lfL`g^h_xO1YFeZ6uQ= zf>=r=q%zO9+yq549l?c`)tc@w3eD~u#4N#Jrb@hg=ZrFtv$WJDByDxROs4$}GPRZF zwe+atWDi8UODM50B_Twhf<%~myQwzSmUM={atuvT$a)xN(YO>`I0}b;*Jp+VIpLUT z;i^_esH`Y9B7sbgoXSE1P%_J;iK!floHNdlnMH$30qYDM)}#e<&*=+!<#OMXc@m+N zpddudvl0RXhk)d}Xoo!*$tD{d0S;s$O%hBQSsOy*fZdT@1gfPlY4q>*F(imlqyxZP=cbkXh4&LkQ5VX2^9xPrm$Da%nUOadv{={pr{jOhO00`7)M>XkJWh1 zGEh(0SZn!s$uFYEEN@dw&TDn?VzwG}AA+Lf00FS1h)9H%mzobGmUJwJHd}C+`i+Nh zf;}~}MlvQ6!QL}c6S7-$;tW-9wQIc$<{&|W)O4m&h#Q$qYa~gy06-uIXA~M=7KIQW_IMf* z9YtND-MYTxuxU0lda>C~Z|;wYT|bZu%^F}N8NBP8$-%nO93k^|iB`Sc9l+7b1!cLX z7_u;nUWS{GUMl$x?>2o>q|Ff|qONr5!Ran?G~TyGCfaLU_joP4vVf7!9+XJ{gS8mD zbHYO0c@Ex#i5frLN6ZlvT*MeNBIYPeI)fuYm;ji-97P~fY?D0Tugp+cfL&*hRSq*{ zC)P=3(p3l3CDEpIqOr0!;tcY+&Z&XDo{>v(i&l}A<8$$w0Cba(`dCz0Oh=~v~6K^{f%1qBBqJ@YutM`+O(39{4e@!|$8mA&Y`_tcB9BGg&0A?MNHnJPP{E#A|7UbQ)#_05M~_{%;`ykdCEzB)-o7eicp#Njtr$r{2L^UyvLCA z3I!bWFj)k-8KwkF*WI&?m*w`?`uyST-2=@(t-t(T@cT+%g?}S|t?{td59PWlohlp7 zCj}QAIU9KAawlw64dI%CBr<7Pg*NU>Tk{-ax}k7og=?B&vV@%aUfNjVZz}gM`L6i# zU~dnu-I_)2bzvd2?eKfINlSB!>Ag?m$d*Q=BxSCR9LsL)e!uZ;{$WvC^_S5rTQ-&p zuqiK8OL}yh+t*KaQEe(f$(MWlui!_at1v0<={@nt z?FY+$ghn_Vu29uNDVcM-f5MIJ2-!g79%L*+)NjWu^Dc5N? zj9axSR`je!JD1ya7R@=F4)2*tTD;K6HqrEM*ZrH@xrkT6U3zakECN|X-5u$zs>dFK zw)k<_*Pc7gTPec1=KNssfge8$nOKg~<~&uktxKzm=d0=Gq?4QqT4VL}Fq`Em>MeY- z4aJw@1^ysPNB;OAKgPKnxaPZ$Q(oiqf4kbGRU1Ebf1M^EWPB;}3H;jetklWATzD#$ zvpeX?v{Kto|3YqseiB+tzh(-_4}o7YQ&}4|3BxpqSC%^($=`GSKJ#bP|0K&_3m)Zs z{w#b>r%tRv4@zsRdtc^h=da6h33>{*89Ud!aMqK&y;X*bjIClsT9=%39*xQ(B20&K zT1ghEm!`Fz#7woM#<=x^Jd|r-(5f*b5rw!iu|-;sk*iyd;~aZyylsz|7HiKOzWqtB zsd0v~$8(;`nJ<)QwTV(nP>OhALk1B@!(Y&6o0%*WKvQZZGe@6$uw*-_P2NCU35(#? z*EEf3q>_nl6ERFFG?hz%a71BYFhDcoERa&U)j{5UR-_0ms=%!@Kjt__XHsp8MHv=s zt&nDhPn(!5oP{Fe#y>Rc%@0Zs-jY`~@XIg9qi7^&A#UG!Hauyu<#vA2?XkACKqQF4 z7&(VMP$%NxoEhOVT_WLdUIthaFmrM*C`?Ka+m{e6+JqcoG>_~%b;I%@A|fJ#Gbr<4 z^;HKYx5|rROwbUT%A9bGFwds77TQM_(D!VzjU!9BKex%+?kRLio;?q-cY(;{PzDEy z8cT96>$9Ir`uD7>oasQ}wwkoo3K{X3Idevu=v->COvhB3njxT;MrNFsJMn(vFxF9; zI%{T9aT5($ND5^|Dn%C5OguCmeLs&GrI1z+qA*Hdf+RwMUD#Ep=pgBOE$$vsl9j~~ ziCD=v{4RG9(g1@BY>eHH*`o7|t&j|ga197yk_^U_9F!$FpeYEZ2+tfOuHXN7_K^`R z5SoOvcjp5oqQd+97!T)6BjKWdSoY~#P_*V2oW(Lpp@Cd&zZkXw26gi zA%T^7-On`jctT2wq4g9ZY>t^ylGFv6$zdh35zbkW&d9*`CLlY=oZI{kDnIH(s zLgX`iA?BQ%J#$t$S(zX`7_>Zlrkf`-1OTBB z!in@d76>$%Cv+ewBx{EcHvBxfKVn95&|Sq zii1i(3E-TOUH3SZ&RQdkX5^f6(aE|V2S!IY34}xy3DdmutNUq^VDW|tpE-SI_UTH* zOiUF3m_iY7+XeE*I+eLZg7>L)=UTZaOGp|Uz?=p%As@?Fh4nrCh>wPY2Qqtj}rYp0c)M3Mk5y1g6qj4fQK{8Kf zanSCfsfD=2O!K2US!#q^h7&+BJtCZb4!eR9@-uOUZz(P6SCfyz&m;uuoF^T5Q0uD4Tv0(6UYSTcbRgSjMtDK zyQ}4iawDo%I4OVK=HXY<-A|&evP*kmsfzD*wQ7E12uUF*`7uzU>0Q&szC)L zX;btg-D>)7dcS|>KgvU0=YRR*KmDiU z>mRu7<^0diFQwn0j)2-sIb&Uya&g++pK`pp-Mmxq!ThFj;oHGdNgH#WrJ`*IZ8PM0 zewk*WRNErDVlSD&Sq8HRv^HOVhzi4^2+Od-s>^xD7GKVX!;MVTCGqVXFZR{5|7XF;evm5PlqRxMT!zf^f7PzSd%`G zUBLe+G7H#jNmmJke#GGO`r-y2~F||G1&lm@~h!6tu_PAB2BPj#8vx=8`E3 zfYy(8`;WFg>`y;c|M28P?|+{DSGm5ekN=YfS&tq=7A01ldTm7sWtBA~EP9{EF(*B+ ztT%aeZiQQBkMFek7)-BkRIR+PtFqlRsFXcRXUs{(S&U?a7`38LP*9@ytVQ?gonv#Y zyC0YA&sgs85tqU_E!;OYo9D(#@y{}?OwRoY-xIa`G|CrRoInZSB+XJu3zQb%J<^Hxj5`zq)m4%R&Ee}o%cW*QrQUE4im6H6(cUQ8)xpFRWH^28Zq0FPy*2q_$ zq8gkxw!hHHFXaXLEV{0`hz^lTLWzv?EBH#~I_5d%i^eEeXySqPf^tBnwhR}{#Ujtn zEi{XO78MXjy`WvZEYRZ|yC8&v!#GR|ktj7vc*az!HG?e13^U9}(G|Fl4civ$xu0z| z5NloA+l|kAyl}lgF5xqFqL+ic)MXJS=ACnov2dc)%sW{uS(NHd62c)g#-viubf4t1 z$nuU8KE00{*GeJmCMe8m;bGl`*2|@wDQDQ2flSixq7Q>aWchAOvA{9NDY<&yYO5x4 z9-Jy!ON4}LHRha^$w5eVhmk^5hi9P zqFR?IellI1Z8*gdEr=Il9>b%#hZzF%_f-L`av^W%0*AvD7hXYgEE7QL@A+)!Avz&f@8!Ks;MNk;`O-G zoEw^0InMP2J=F72z>_pYg#n%&G%~`CxUv%Wq)5&nAlcpKxvtwe&&g<)E3+PBOyad& zm`JAK$wFlS(A)D5iLzfc#>LxBgr!(Le-dvL_+3MW(8nKqnI>};-sFW>=Z5uCUufP3T07W z7)n9mo@tE96v-I%F8AlsuT&4L_cJ~B;-0p=e#>+yox)Mds-;fDufHyPJu>^6rFosM zXTMYKO?0cCnyG*$lM6XVNMihy%U94rbS21`C9!DE>B z8cJ4pG(X0GSAy3Q|js%ydF3F%eBA4kRVM`+bOr@?TF}B7ia|gXnu* zL1cyo!IQpAs!4?zNkpuwBpFgPIFbQGe6KNq3u|S&5>0k5EaG8e22D6_%}Ii{y+&9c|D>`suQEqanV;|B?2N+DM8evNC1&J*cefggiymHjC@K?P3Iy|nG~MEAP&oE zepO_CuRC(2MDR=^a4VTLsfIMyY8lAE2r>$%Oqhx@6NzxmhGX#{DNL8)i#bJ(l3u9J zP?aE>bLN~)Yhkw8{kTgqC)^^5QW?_`CUQ8lAertNQz$}8D9?G3`ovnp*e&MFw8~hC zUjYJ=0tlffaFA);?}Y_P-%oNH<}*0Msu3cXCPF|&M8O<1`V9cmfdnWs1Id)!|C!`+ zP{H^t*LlrCS{f~HWCd)XBqj(^GP%M^G>rsK&rIiFp|YgTkO<}wf{TJPV@W1(_2;3l z)2-=)3&L)*_^D4C)nQ4bq0NOo%*kDOJunHAYb)L^62!)u8js)d+7ii=+i{k&^Dy0y zc={;`95dLHDXB100P9~p9Bi88W26}ivbJ%%Jq~&;<*2%4$&z2|T+e{@lt>CNrGj0Y zfF!nv?lfK5%7W=6mNE_3vWNFD)RLLw=o~J>7bA9}aZ1kBw}rO>pOd)IztSf-SRqA} z8pp=BnQ0>9z}>Ufj7p-GbQ*V;;W>iRYh{vVJ1xmC5AV+9vVOfk{`z(OcKGAJFue@9 z(s@ODFXe;y?X;J%+J=WIumW-uOe7CDv%4U)PEshTNQPRHrT55cdoq>6(m+85Vz5Yi zYpMNn+%Mne$HLD`e%<)Xtg-#=OS>+*=(OO#!mcq|XWdXyh~mDS%^eDlZFNZN1x{Frs+@vRd8!wm&GLwn&{q1jHZJ>suoa9VL)ivsW;^hv*xF-Vu4liGc``@j z4SvMs?@Rq%TM7D)(|(ENs}N(?uTetE1oycHJ%FzaQLrxkT1l4EsGiPr>yCX5s!hk? z3QDb>$V@RW471;uv~Y88X_z=dU$fp{&X1KvKxMryND%?zw3FmaWT~65R+2()({dQa zKe2SS-$}k#R+PoDSUcDD_Y|*{zmWen-tMK{)_&Ko$IDY`u%0xzl%hZh2hwg2_hukz zds~@#jDd3W<#>28wI9=&u;)B0Uxdyc|1Ey{7#-eG6O!VSW&|O*c51)IJc7R^s{4Cb zDY&hAj*FonOsW&_bWDAv`dD-bT-htRDlR-zbN3Cjn$EPaX=y~Nfkcv2Dv~WlVgc8oerv}YnG@^K;(Q*szva#? z*NwIzUpsw$%crKo6HGbCM~sCvR24=X#f7qvP%;}lyzAwC^xZNYAQAUSghePT5d#1a zVeT{2n6!jQM4H>2p$H)W5G+!s5#X)rHH#i*$4I6weOueIEIrAC0t7hNr5!n^Dw-5? z+$T?OTrL~WOZJQO0ozjsRHgHFE>?<%XMTqbxs)hnaw&-!GiTSLU?NDZ%hU2W`rm@P zmwl$pAcqqNbMmQ~?(S8klnTo^r%74-vrl0WfO2wy+`lUOv6fn5IIf)2rl%mcS(SfQ77{} zOEATd*jduGQl3%Cde-Em5}MRXQuK4L=O$XKG%XlocW+=RwE4$khugeM5)72qyGK~c z3rP{JoWa^tj|@c0c?vUEQsFuySd*okeoDSLXxSq!y)ar>C{Ditykd zSEdHh!**iE)9Nj|Z+QKB#LQ$;cBTWkDSF!;<&c4hu%Jnl3=jmY`Hp6b!?Q=xwPf*G zM)$K+5t@vQ5n)77rlNW|y$hd>bAr1yms#~#`H^Qv0!YfR$V@O3XiG^(mPif+for5i zz%>m7DT5qA%*4kO99~KS5#i~rEX+x)(@#htcp&q;P&5<71PyWvH>5LIt8nF180}|C zB^PqIyJZ@Oi$qUhDPF~joDqYFq2D_t^jNE1QDq)QO@v$2@w$!t`rwoaR^spE}^BD3#E{f zQUgUeo3RJ3-3n1^Fe6pW%gzL?IXNRDJrD^7*Hi+V*{%d4BH_%8Ihm-EP+vKe5D1f2 zl)+hnrXIwZl94bYurNh(iqRWE1kTK0u!Ay$5oF2c9EwzsIEAQF?VA%3U^In>(j;UO z8x3`05OET-OhUlXU3|s@tJF!ETjN?s_wyzCJ1=Q!C!8%ZlWMhX;g}Q>CK>-~ZZQ_) zcz1d9<;#q;aYd-eD@sywaAuVhSP)nlk{Jqm*vT9~vY{ok&${nxtzXM02L-Fc2@@a* zLD*yh2tvSj8XLiwQ_vz4ED(^TCrB6>uKqJcW)#bXiA>z9qwa_++kqP*i9jXMhh~SzN+~)cm6$j~vWKLnfs84XS%pYykovrs zrGll95e-5D&g{Ck|W?D8EQn5TnY)niIS9(Gs7lbHlK%04-3g4VjGvWy zw9LCIK{Pl$GchG7!;4KxPA*RAB$>s%(X7LQ7|g=VKxAf6fMU^sWbekB8oaI#;!Z|CUt2y&!lT1NTTO?9J<+*o?D5qtP_Q|}c0ddau=vio32_fR&h z&G@11S>b?5d{5}hOq?Ti8Q2GhXkM1}acPwZk!&0T?o0qQpk|4g#XTkLE$oGasa&C| z?9Eo)zp&I~fy2K8v1{o~>Fv10($_M!WwGMoC(Yufm4Ybwy%B2^)jG+L_O@`@L_Ko+inkR292`t*0ebe!g2QPLgaL0xwU1RqNk4T zeXEbJ5#c&}nM3kq60K|2t35vFc}xfjvZjumx@i$xOTS)>)_R_T9c6fUTH7uk574+D zbl;cr%rKL;kgv-aU==b#2GT~K2#@Gl7g;5ce(K?L?t%KYe30c=kB>5!=2vbKjp4UC z{^?+&Qi^_P+N%5-xkrA;`s4WVw2X_<-QF|Q6_PWU5hxOC;#(SlJwqt!dX!*MK zr(y878h-^x^^g2gmwC>oCCp+tP>{@7n5yuy-@nZL=cH$4UuiD#jp-@khn@zf*uVDv zI{js?ALsGAnalFNDt!z4?Bi=p%X8ZPH{VmrZ>aAuW}IJ9n{Pic$ujzwkMwP{`nU0T ze%m6OJ?zcl(-r&xwb1l91EZkMEU`i*I}iif3jcy|e#*Om3DE?1-D`@12`iHX~5+0;WwiyQi?WJB@x6RSL|T!ZEGTm9-hb9`xv>T zyI(slB_1X|R2D9-tf&2NX)ldGul_|}2Vd4I|8~ge{jY{s=MBpiB8-o7608O7VNBBY zwhNMT2uRj{mv!mo)%7N|dQB-)^|SKq zK8Bq>ccqLfgXjiqaoxMm_^KeP3vF$B-1&=hS)%!Pnhc(~sd~hBV4C=9?##ChhXhW&)8O<|mtw zn}UgiUxO@sBt)o{APSlVwCVAU=p>s)@2>21R7LbL3%>VJTtXU&2wYCe8ZI+z2IwzGtLCG2Jygj|l<`C2QpD zXCO?HkVsGS`MsskJu9uXt>rZN{3_qhGLgneS_JtuoGQ&sRA( zfKVWkI~7B4GVOy^N@EQs0YOBTWeA^4{oaO<0Q`N+8p>WI*SZ+- za6}E4X^|u@=9IxPg+&CcW9A+{NMu>%c){Qtk|-hM3?@LbjdvMF(SfNDH|c@H$?JO( ziWm_GU<^uEB2|7n#0R@GibbVXTg$D`%dZ(hqD+(kh*X4`Wk85iB8A;2a3F?yuvU-< zd-q^!HQDC@+p(535*Gw(a*|jP=Thi9lm;MVAksm>oFO(b2Yav-W@V-6m_BMHB~l18 z<%s+)*(ELSkliuDVOF@k!v7>sSac2L~3$`V;BdBsABO5N<;~$*~p=dcN8IsIsWDm{pn&9Baf0<{PyHiARv#YhYPYw?#MGKT)_CQ7{o9 z(?LcA{ER%10%47+UNJ^sz`S@1c(@A)$pX==VmB8GF_x%A+F#X(qU_Q+nJF?6#4goI zg0weN;sCKzjtu`UnwQACc@$<9o*0n;k%!A3aHS}r#aK*uih#+31gd1@hIFySKt|d) zglbU@%FIlWAhtN`VPZ13c7G^mWErz)&W*$0#Uc?0#SKU%D1{P|WO59J7gFWwvRPGw z;?r9xr%;`xWR0zQpbr0-9tz2Gy}LQzAv2=9gxU=Aqte+(DIa_1+gL~Vbs-~D5%YHT zGJ(dd6kwqO=5&~+(?Ch6uiZGZgeZt2GlN+~IZ6aafP|P6>cNpLJiDhkrXd_c5Dt)M zUiw>v0S`gHOIip+<8#aX>-KTIO`bR};t@}8v&OhptI?%4Ay|SzsWoeJZZ2UU@xgvl zjG1ef$6eRvJDm`e=@hNzT63hB#QDa_gr>AG#3S6Uli!OX{1$#poXSL{8g{08=uaM9 zurqnGF(tvt8FhiG6J|`$04EVqhK>W7A!{&_HM6B{aWpZiUE1J0W2ORGk+`jrgT~WV``yGG|603ymaLId|3-nxZQ+Erbi9!teIq zdR!Mk>E`E~@>;G>PNN;Y6f&A*BdJDPo%M)(*nOGG2IR2VQyi>;AnP%aB$5JfDh-8P zieyFnO8!msTFT}!B9ZfY882RGa*4^D5N2aJ6Dyyiv8pb~Q=(+N8(Gq6OQOQgNsMHt z2o10e6r&U>usF|~_#6#gW9iL>3zA297 zK%;9bGAK{dc(~v53^l5-89nkc<$dUTqkqZsz|`}4@rRAxoDJe^*VP^#EiR>d%pP?o z+}SnqBcvz4#<3%ev(ToXfz~{MBFd8H(Wk~#;H~QbxbNIwTk&!~?E3LuA3u(teXKmU zhKXl7wsrQq-QTGFP_Z!A*mvr0;&(4Cw|Asezy9r_kM7zXTb{JP@Iy;2YWCLjShq#B z3-^WP9_{PDXurUj1}%qZYDD&Ui|dqPWf5}*RHRn+wDG*I_xbBNe!FP2ZEMXY&f()6 z-)g@JvqU<7rBd75;8s(~&M$vtGBYcU{$eL^F49O>%9^X~m?ztv$EZ+mOEr^j5Nzr96#uHZc9VCn!w z8mS$pmS%jLG0Vnn`b~arr%9^=#-sb z*xx0La+h4;|L4tng82Fpfh2hz;wpk6M0XfNt;Cn&1>#g zj5E0#ULUias=bm#R<~{N97=y(*XQ$svtIDjBvW@Q_C|e9*Q82RKm_NUg+VMX>arAL$X; z^x;B9BRVU!r>#$R+pzl|$%~PUCu6bzK0C19hpx9>48+AFI?3o0)0pOEy(8q5zz7rW0${x9?#@6%&IN zs#h-8$@O}^$-Mz1v{nSc~?kgSXV6tCdds3(cCO9?7OlS*C4ENWPB zc%~4EvwVNjVgk)km4P@-APw!p`&}y$t5X*mjkE@br+!x}CLn<5P7#@MxomGQdAusq zN)guQKCREnlPI;YXn`Re0xVhGm~MM^q1i}B?>Y9%sE z&-lJXheetntD8*;Wny1s7S+Zjfib=(YO0z^00hcl(2x`hAx)t>vXg@*Rfgs1LWaV0 zEus;hlU|5cCaP4-Ay&?uuEi^nM^0xFWy;JsGciPYmL6~yhhz|iL8pk(@j(gDBuxfN zB)OYsFh2k#&TmY!k}!0RgxkI>kd>*boze~NQ)u>)k24iC8PJID0SrpfW4+e%Y{%Yu zM__LC*w!Jnnph5x5gC<|I4EbPS9@SkghdXaU?mVD=7cb1VUz;1nRGbaNxJ6MBN0d- z-C(^&7xqzv3xPbl!Hc+LRHjw+m~2QFDTroX%_B7z8sR?On3X{-xmbWg`3q4Y$jpCNT#HNBA}dvz%r7VQ)_Sw;(=)#%Jl3n!~q5+IKfWFj8rev0r?*O8z@1Z z5cEyiZM)Bw`TD;2Q){<;KE^-(@mds`h3=dCL(fG@&g0MU0(n$eVXE^T{O-BuC|r;MxDyG7sIx+*9H;VGLkc@N=SV=gZ*u_{ z&`7Z)%Z0dxL|=amCQYW9k(A%zXi)ehk5(Im5|)VsnT^t)oX)JfFNd=ZY$GpZ7xT{z zs8ThRd_?#dnPU*F6sY9Pj3h^9CL*^iKJ7GrEhU2ApCF4j?q&ICE5&@pF*r{lRL)9a zvVf+s4Mi|7S!$N%X~lPylSy5Kt6wPQ>PD+U|vzZynfr8B@f+T`SGBb#wnpG3i%p*yqQc}h& ziCXk{y}O;jKuJ_d<&o)`PvdSDMho#fqAJ*`M+@AQ)|o`v6-c!3>gF7DoFv0*HE|OV+6u)Z>l*?)3=H%hQl=6(1l zb7y&0Vj?qoqw+td-GYqJGd;;DEZws$CTxf^re`pdN&sj(B8R1hN>a(J?$x|iU6_@m zkR&jJ2C*^6%l%qQpAT6tkFM{r8?CeC^^NxI#64&jVX}Yo)Wgp@crXU>@xaOAMd z99C3YI0KQzTt;Uz_Ls&>=vMVtnzPV5jwg#h*L#lz#KXh9PF~cij0pc5ZCF>~KK9+d z<Ooz~+^xk<(?h{s{U9EP}%rd=5D3>ys&afx__W1(X z#4SG8{9y6ZVJF9^Mj%RpGbN{ZR)FwwS=-GYJ0tv!d#or5%sxkr#-QTJpr}6%KjXsWt6Oxzz+M-{Me_wJv<1df&`;xD(@!NggWxgxxdtQ98Zx-3)?q1B1@+K&1 z4+VSv^-h>+dt1;hdZ&G==T=UdEvv+UP059XoN1euUAXT{fS??P0o1V^2-`f27&vuHdlpTZvYb=@!XVT&hcyl}qe_}0F@q~w3>C2}alk*$u&!p<>GGCVI*Sh|&i1=~b zU%r+8wxscT(DrtD9r5+&%lkilS$;nYJ@?Pc>)iBrpRZPfaJ`OA<(RvV!STM24==xR z`8&eK{kra6_;O$KSVx@ab8U60eUyL*7s)Wl7=*+oXh9lY4rb4Uet8hinm%7GX@!4k>o^d|Xz5~{wamouhmMx*W8#;1(qba&?}`6!@8rXC1-$rWt_ zcA&jO{?)@u8!I|WXKyxBqANXAMAO6ex z+@5f`$^5#VFPr5&s^1p>{R5+{sHFE^`YhC_t;?^ESLK#B78fB9Nj4d!u&Pj9aeS{P}g7pYK3r-Phn>G-zU_FG z{!!-@H4vRG#MYG`?w6GrL8p|mK3=C4J^bkXejlq5f{c}yEwyJDSuaH@p+<(f@pKzw zLI>{Swb2D)s;w#u6Gg^|Eo+Z)`uA#G%y1%u;7oxkgnNuz&TDD8F;E^#d%Ybrsn)^} z%BjeN?@*OWqS^21XBBdqPKRZjsZ2#!FKII8j%Ad`zHrIk#7?!qQ4m3xD1IJp8=@4- zaH3Wrk{f@@d)XeKlAU>yN+n^Yg{t@Sjkqyk&ROAA>l|*7Vt9vC4<)<#2vSWQ zkU~|Nzjyt}0}zsRmuRcXrLv#H;Ivv+>+*+tk|`B!+5H zmb4=>v|MUo%FJ*QpvY++Nte$=l!GK03XPQAYvP94Yx}seZr`Mg66s2(EFm^=ptR)J`Ig`8) zkrbH22Vf%RJVL=j0e1_VuBIi5t&t;gB%C#cLg&Po)`FQRoJ4rt+6=kP$lIkQ(|kmA;wX_tsg-gX zB@)a`C>h1WJhY;pW-%tD)KZvL;FRz@h0cT!oB+ZUkW&(V_b1G^RrVA*17Klxo&)wl zzW+q|1Rz?8HHhDT`Qn0X#rfj7r4ix{ep@afcu2q4X&J994lRjtHYSuX*hFDnN>N7G zEam4RPr3XdQRnd$@h#gpVClc-D&TbQJZ*DdEY!^U%H-pUzhIJ^|Ac!*W;V- zzVK3OaZkrkzEiT95a%=sur^~kp&|ONet9((;?)dsanyoSE6s>ZN(X&Bvh0wXk5$KI5kkUyjY@d?&Ld&OQd-o}1YbVi+9#=Eh&w;`DAoV6Fp1+@P9+}F@`a+@UXkQtgG zek@ks9$&}YKaPjTZT-2}7v<;6>-+!j<^G3d7nfhhQbqpQ!nOZ5obM^a*$$1PB}i&V z?HQ9k6 zlTc09=t#FqEkDfV({bVJYp-{|ttuzATfA*;E;RdqM=hn45}D3`@JGD+`u554&=p)F zHD~zI&t?4HPI|W%!e_U$*5^>Bdaj?ojmPWj+KglgDzg)YRQj^D=lkvQddxxJmiOoO zfmy_SU5^Z&W7v2jI%+AL53uFo{C^rBw-ei(+FaW>GWvPlgdg%w_ly00 zyle7y*zNUo%ZI&x{Ceb8ZgpWQ#5EuYXPQ+^*rRhjeRzzm=-RlO1^iO8->!GPmvY;d zMQbhzj33_4vA4N|wS(fQV`@m2&0C{VU*O^LU{%b<*oz&{mOsDyqmYN)5uGY`k|WZ& z6dLJ(UwK~K-x8mcOVi&i^IPZa6dg0nOJakpko)tpzD-Nqw!)CdyXWwiO0V?Nwc@gB zc76T2oLcgy>5qgvbZ{}3-qS5B%7x{+#Md`Fs5Ctv+WDX)XMNF+`SEXi-^h#Am`ONF zVbtX$mwkDD>eDb{=_YfehDoT^EhFc^(|Wt;nEu1Oyu0Vu{F{rOQeu0cw#|L$n2&Y6 zJ>18P7<_4u=krptVPin5D$F*zvNiKUnHMKZXAd=UMtsPx23cd;Xarn!*sIWJnSx&^Yh> zb)D_&@o0{SU{B{_yTE|2^s8AO0WjEC1tFJLC0r>~FI2<+(0Z zqTlo${0>GEH>)z2Cmmyb{pDf#=5@1&$J^y{ z({=m!Io6m5%*-+s9>jwL!cT zUU%eKshMBC9goMmS&#d_sj0mD`AdzF?@G=t@z%6pKJfCpQKIXMmWv+`ReoK^?_uYg z{+E4g_40pQn==2Gr$66*)dRJb7d*NU-PR)cI$qbaqaJcSuyR>A+>e)sMc4aZ=fC@( z?~gy}{hXihdbCyV_4r@cqPb2lvv9WA=2;G2^5NNUb-A2L@$LS8<70XHslOm!ZCUnGnS3C`c7yNN$Ejui@t6O@Ezd)SJgy`_|KY+vMf~M${_opUS+DQ*{d_!H$~qx$e&6S-gG4?Q z`S80hfBRKmUaqc}>*m+8C(nar`gnN5?2Bk=GNTwl*pYI7xNR@;CpwQ;|J&OS`S_rX zC2qg|^}4LOZQoQrmy*}_@VbB6KiL0gd-xs6!#Gcm-7osG)Gy#ae8b~?{GJ}}xqSNJ z-TqAT%Rl}h-oECK!}`-ce(YjR{`$0Jn*^k zyJP+6^PhNsz0?1&_@^vH*D^HPvNfo`j*D(T>-sQ{hxwxZa`5edr=_}vK67PfAh{od zOs?(0dg#+48E?05>+@xKcYXWz!ne5%{+4ovxyZ8CO$%X|ACA%bv(25UljZZf1FR@ZQ zY$xK~zRo$NXes5KyT>4&;9T=3FKQyx9rrh-LCsI@pzChm#$KQKKP+DE_UCwvxO{kb z`*J_uNO*cfTnWYfTWjN%KMXpf4m4+hTGH-un0~nMfaCGQ9J{`Nk&JZ(*=-Vaw(aR6Z~NGtQm>n2 zJ>JIc^v3mFf$4?r=hub(%1a+P%HvtvPjeh`+e41|NM(t5eOQ;5Fa5{%YWb3Y`;XyL zw#iiXx9#!5M6aypEPBgwo?NI8Wo7m5xg=^JJH>=!OuDZ_y$(q&Pa*^ebyM-r7DN>L+XLGAWd14ks6%|p} zoO~qjpm%c7x!<&ZeZRKlVfnn<+pqI7)+|aFKT(CvUP*IC*)AXYGX3RVdy??ZVMVo; zLPF6CAzeZQ6sZEf?vSIY;rl1dF@i;mUqUj*M_;kTSDIET=16-~<T1>pY;=Lwl&3M}HM`6;Z8{ zYh^G6MQ~1W=Wv8KTgJw{C66iRbRjFE3AJ--hDw5?2a-@Um=aZ}WKgCMFNyDMg;qHr z56YJ^hM-dYptP+dYNxofe`nQA#uUtgnQT+5f9C;?VE#arfvw2a&hTZTh)_6ISVVkx`^cA)-6{t>RpyFLJi*B|DMJf^vzx zr9+%SLMlw0%2uf_6b!Hsiv+d6YOz|F*DzB-6QT_EtVu1IZK+vTWyML6ge8Jm01{g- zRyDy5DRZ!$oR-q61x0pQ`gWzZUXYj3BPTh?i4ZKt%!uMH-iCuXC4+*%OVKLK)Z=Z< zEV=G-os`$OGtF;}gI77tLWM}h=`#KW@2K_A}GZQTgH)oHkNHwR-+tMp6~a4p_<%CUM>K}<9XicR17Z> zv}7zYS5AQ>(cE~ONz)t_p6Ml1LNafeNb~SyhE|XWYb_N)>FzVrnRzk~VWqhA2&c$$}{U@r$cK2x%Gq0SJsv)=bU|4 z;jJ!wx(+PLU`q^ko$HeN9UJe?kc{fH>0rr-smO&Q?L_gc`R(~9l7?X6W>m~ryvAVH zn{%DINV~MURzgjy6!rg4)1U0xvTSL3*gpz0bN4w{vG+db+$u6Mh!hBjWS0b60`ww! z20fQvK}`XIpoTgk1ZHHCjL3+%_nuFg(B$A|$z3`EkM4f5Cl({RVIH?=Qi44zDbDobsMf1zt<(Q}6K?FRp z{R$aQ!Imjfl>KT8g9$3f)%rEK+W(M&{$o$^7C=wROq5fMgZLz1QI_--_=- zld6hrB{VWKJLTK}0Du5VL_t&s0rL6n;p%PE;cA0v#(3rPwtFWranoNhRhHMM}1Q$Qvs)URMnc=XhZ{E1s%<;oFJVuO-fd zBz0v2QeWq?%X8O@N{p)*3{t|Md~#8&CO#P{n{P5$Ke468yT zktx3~<-d+)xcrK^peNa0v(lW=ecjsHW8U_|W&$`z9vz-pg-<>Dd%Y0ai{rY&+8s%ue^~=4j^^-~`Y^-g5Lj5P5|NXK4=lfju^F(_} zDakFl7!{X-x>CEae@{sA#r27nXVEI-P`g`#5iyNTB%0b!6sLw5n?+ITd(L z?ou?erc`ZJc%gX_TlI%;6EnSz@o>)85}#>YsK?MbK-1a7)157gX*C)1eU_xgRhME7 zJslC6WZ4DrDjk*7gj&ZbuS)H@m)gsg_GX@Xf`4Ra-4M3h9V`g`hXRK_qH z2Z0EhF00X-#<}V#bld2?cK!O-|M2zpdcBgOC5z`Nc`wMA?KszUX%PfUUASCCl>0&b zEhxRR@>Hp_Zo;o6?^G@gNv{qP!F=V8X5T)lFMCM|5 zKbS8LNve&P%yZb?N}jM!b+ed>WKhw<$}`U?y=>1Aau|{nA3r{B%=cxA0?bAjqBGf} zsI2s94PHH3dZZ6l_SQO;#o6aDpUDX(C0>HdBxiz4PBOO)clbv=xddepglU1PITBQg zEOn`qyhjHS0)kf7i#e6SNsaL%=I_{7_}kV__M5naGI>RoBqlD%nju+c&~)}r+);v9 z1x2H3p$rjHkxWF0CtIL6o2VR!!n_csNNYMpRvhJ#76Nj{6rk2BifOEB(`^i465%<`!g-Nz~*N67HEUQc6{a7>r6#OvDUJq!MvPxGSeg23ur)cxYKt zBku=7&5(Dlr-%>aRlPYy>4RY;@U zMFSM_v1zRY7Lp?B*hrpB3Tz^|wWmT@Tzq^_sME)@APy=318>X49ht!f2`0&8OhJfr ziLP#ig@s*ts@fv%V`HeO8GvJ9V%`GcK~$K9D1bv-AeqQd-)gUw$}BXPWKP2BWdr}3 zWD%AY5irTDIg1mAnG+HW$t3b*PsXM9gSzN;36`@@5nZ&6^K#z~{5nxf{5#z<@GmZN z$mftr9!wA^%J4Zgurl3|l@Rb@k;2S1Ri{(QdvmDG1h}eft(__Frq)4}Ts5UcfMg0A z&3zkdZHS2OWJboEgX|V1%AQ?#N-4t!$G%J+V;NgOoy3BBfC-8upI+nxHBD(B)B{Rl zr@(6|R~7a+Ak(tWK*{v=;zcupBPhW{aN>+QnNnThy2!G%QZDDQ(Rdw`Kne~j$rbc5 zsfd@Sw!TL>JTrSGS78-BqZ34wlht}AaX2$eV>?frhmClBmUF4Qz1f$U8@Z*Pia(+@O*|D(nqoSc-03uS3DqK7j~ z7y?Qob?$g=_pS$03W>y4`(0}H)J{nhPD#YYRimjFae61j5ZF?OQhNTaA7Dnp%5bE( z6D-0)B1;LTpdgSFb5!mrE=(x`;+!xRc#|^AK27r=swwQmk(!a2RszD?5hLb-gitV1 zhD=LK{EccZN>x20rgx8--H?U2SOQ_l&S^~Reb&ZN;3~beU=E&62et>#Nxd_q5L$p@ znny&kQ<+0D7)}u-ohO}3iFE;%I4RAcUc?(&@oqiIy_7|moGgX7$o+>;2f%!4XR#B=908UhUK1`NlN+1 z<63OfzBjzfqGxX(S;C;*rn~hr{4pY7bj*^$i_VH6#2gokqtqClQrfmrH{IVu&y8(9 z6c;5e%(4W^{eIoMgvjzHJ^(1!4*{SXQtNN)(?KW(na1-V%ow+UVbp}ky3?&I`NE{0 zY&hxFSTvs^*y&9AB_f7D?@zki_xiqbf5nwd52xCy&bw;-D*3I>w)h37#q2=6<&bf7KgRMT<@UqvuwYwhr%7sHXBLKlr^nL|A1 zH;W}}VNXhc>vGwCCv|ACqu`O(Y2yVd`5Z*%sq_5RAm zh$RTtBXcsdXkjTqA1~^pnZZSv`f@MW5|>wBWL~E`RkN=^-IysvQINp4{&XL!~D4 z1owy(7xjXcZwxPRjiMeL;mJf1#A3U=a!pRzlB9ELp%W$STzo9doIdt%Zd4|qm*WFL zs}h~~oHg4epox-nUUL7;;{iO*WsV5T`6gP8%dPSdC{vxi-A}}0A9K&3RT{Y1S>|2m zy=~iEN(LFig&0*OLvAHM5h2Vd2Lpi#_p@8Q{*kGUEIq4-7t+RR&X!+?TNc&rLW*;o zVsD^AB+Sd&P9N#-c+?Pf(a4Pl*RW*{*t8sllPG6Q_LG$h6(opa zT0oIVLubh>WD{u_xT-RjTjl{5E;Zyn2z#F0SsD#?~(?-|ib(WEeIh2uc57R(&j> zvXakx?Yfi|F?-CaRWEf9#*Gl16hQ$Fa8Q|~IgEi+Hp);cwMbA*H(fzUF;A0B_M0!0RoT>U|;c*tZ6Rc56*+}-`dZVDm#uwrFIc-}EfS%S&PAx6q12y#cH zYPch9(?XdttRx*iN)c5h_elH=FP~nRqL4$TA)`pH3`tUwaHRW81~Cz{BPmFUNC0s} zKvM!50Vk#`8F0{KhPLFDgB><-2n8tNNfgs&pQmtNrBG6^qad{;B?dI&`?X4^wWHoB zBD&Dr%FCkbU&6u3u9`I+C;XTsm1z$nNU$I?KtTi&42XDE5HlwghOomKrXXf=jiIEZ z$^;`nQIM<%0+2!i5SuVrkVi&BNysy%0mOk3C559D1KeGL2w>tV3&Q#A>Hvs@LlKPh zg*mE(O1g*dyPl;*yTv_LriunqNeTt0|&p1>XtO!v`OWXaNDYn)rQj32)pQP)H1PCNzBoEa3xA~Q?aDB-IJgTtm- zc)e?*AvAOM#2j~npny@+Bi#|1tj>+9fZ0CiWcM_Uq(D0H!9frqBDC&$C=s2CfICXc8AZbFTR72}bakYpse zVQ`^(uDlt;A`xPq3gf;^=S|3y!Z|63i8n7xwle42QcEL2)lBy8;h}9gs66fEzSg_w z)16G|z2RwU;#1}wvPbO>M&C;RB>my0|7xuXm&_6ANr=qp$uyV*TpT4*V)V4`1g;P2 zaLf$O-~eFZW9qsZ(v#c+5k!O{$<#ur<=+~5k;Z=us0^N>TnejXE;@{ojBsC{{ zMaEXwDlu&Y^|CD`b@uZ-&%%s_dcK28DeFxSs)bTOLQ&PJDP1UXbYu#Ih~UiBl4vHb z(=?0}o>MY}!CnfBtaE;y*;T-VZs7?QBihA{gh?qh z;12)Lzgw?WndO}2@FphJb|p0a_S~-Dzdzk$YdoKqr4)7~f4gSKG%^HnP=rU#w(?c# zUu$DjJvGNdho(lXB|l>x6Lb~|y=FMKVT-xsBJalh3i$GbZlNDEhdZ>)ZP1SjoNJM$`S? z>C}a;D-DjYG>C~rF_*{@WVU@00?$ci83C=S6rx@w0VjO0dKL0f^ey}Dal(=9A=lNM zB+g~VIX5vW{_f^R{{6?WOaH^|EQo*kRE0(i zACa?Nc&(L2JBRlBIJ`&hwQ`kA%Xt*vD;VGW0SBzqEPMY&^aSoNz`WSX%dAvq}A?qcZMM)?8<%d=xR*i9E2oKyOcF7*AaZ$$i9&+miO6-@9IiyiXbL1A^i1uFcnSaS(*r8 z!b`3McVTEDScJO}DB+%uth@*;Gt<)Ki5E#1 z0A*GKdnzErv(%_eAKaS}JYwA{<#b5!0uIUGOcW`s1S5BifQ7geDXK*0?GEM?CSedo z!YGJyow*X9M!jbsgqadVbhno*MYIr;36p3dEWFFDN-TN>#q5YQA}fVTAkyGQ4!0g5 z#H>1W?h}g(CKE}JFcDMo>W&bg1#2=Q$4nEdr5M63;Z7bz#FZLBPrnmQ@`SO)2e8>a zJg8b$5}rJr1|bQPLC7g6jDk#fAd)kfB1tJC6O{C!{2)qBP(Vo$LeWH|fLTJ*G$4S2 zEiLB+m6SrF#jc4&q$GGw%m7bjy&h)bF+w7P*K@5NF|1bt5X3w^AP8iLIEW)7B7vyv zO8>i+jJoC0HWC{98-;JR5zzYq5>W=hL7X3}=PH?WD^3`LIui$}WK~2)I|B%2RHo|4 z%qUDGNh2bJv?@ECA_N%}34)NN!M#yIxc3QykrW8Pk;!0Hp^T3YIfVV=Dzu_7jCvPeuy{7otKAv{h=edF9tTP6Fp znD{ar9-|d7G?a{qv@AuH+%3DI3}g-cIPDQ|#0ZgO_7Ep+Is)ObTX>bx=|ZYm$QbS( z27Ii^5!h2^Xyk_$HjtS~=OSuMsfh65<0y8PJR+T{q6iS6U@qh!5AsN1BlRSwQ2$8bAZMmvvX}M{Y@h-PEwd<@E;Hcc-0WpuBP#0IdA{^@5%TBT zX^V=HhcV5XS(3-35tzrO5;M09`pT$wd9CoC5b2}@HQFbekw zV*>Nh$Q0C~SeeP$om8lhi$aZxMw+cG6U8)tM-hW1gWx z2@pO+bwr}ANl{PlXK)v-t(2e=9Gae#L|&AHi`n8nQz11F?;=%IOJ<~K5Ip9{{zx2V z{jA-Zeq4|VB=D^9-bf%@GSw+L!13Akv}d zjiDN=@|~8RJooecEpBtW)IoA|IuFO}b9l^Dp=+zj0-go2N($yVZ}0u)s|HKZnW)Lv zl))$qmLc8Pyg3v+yPbt8Sjs3g(ujw1lEF_&%DL3@ug&-()iaU_5ai;DeMT)px^mT2 zbs_~B3YA&yKg99lA^%)(s{Y>T%j6gO+J#86ox^Rk!dvD~!+&_F54wVqpomG`_Orav zmi)GLhjf1=S;-@AJbLC|6EDI|^cWC#H!4M**Ya>{LH$+7WPyj;oG*X}1Qc5P> zdUlc{X+}~Td&|E|eh)oVe!TO`ET=5L?{D9BWFr|Bot)tbgC~9aXW*Ch(JzuCZs+}u zISB8|PoFc-!hxz>XXk0&kNsrpMvvN}XfGQoKcYT#pd8?E#te=uQn@xO^mul&F{b&(W0l$C@gB90w){kkQygRLG^RSL)KVL0 z3qmB51Q%sYu&UG)r&IWtmv67xY5DDlk+*gI)JlIF9!^)$t(L=Ry1Oevwdr!vCDO?sR#3fknYiDNXC5H--h@=A1Z})*I)!6dmvb^B*poAvf`uWGAR-n5ImnoU zxg?mNL_~tfIp*EX+|KB7+Bvv07*sQdho!T&tx|nQG|?hZOU?9%8O{Y9k7gm`EX=Z~ zfX+PK`r6-xyxJfI>2yq*LK8hRnK&THA0r9?5plciZId7{!_%fY5&Q746@^F>iX0hWvX+^a5d9XLrWGFp)$=#CKqjV<=a2o>aDINKPVU2LkB?Wd{*^E)&Gbl!0_0n1X~+I3mNq zlEKpl#owZ*F_A%@$;{0Bp2*_hRIor<0$BI0YWpqT9$b z#w>d2$zyuUG64YvvFBta07MySh1tdg1ES1i?h#x?VuZ6R6RWsqASp6OP$7gTvqx}p zL{gFv$H+j!K!S8nrH}7lga{yH1_KmGW?_;-HAb@J1v3M=mmPwp0r&(B;lU5R922l`E3QeXY73?KkK9(7X0-#LtjGQ?g0dZcn zc(J4-{8;&_filcuPDkmiADNh{DK(@y9CCsuSz%kb-9sl?77JQxzm(D^pC`?$)FLb* zUM$!>;qIfkj!6_Ks+s^&gG=yK$Y3%|MUAe|;OkKPW%Gr@oChGUkg;j!+5gVvDWD3pY>yy;7zz{P=oWmz`YGcG7oj(~( zNXrO8TXfYtr`&3I@i5QyFoBDPsB|R*r`7Ca-3CUZQPyj@MZYlG;(ATxMq=aa*j#eXLzVk4IxqmCvp!D z6kgKIEGEYYTi&M_Ic3(QU;&Z3lOrR2=fOfDbJB@S0aS|?Wk(vy+P3dcqC+p8-_@Jv z<1OB{{KUWHl#C1b(N(QCn7W5oj%&n}j#)K#$6={6D-4~pWWXxuTQ33d1Gu76(ZiOhEkzirbDxsIJe=&}^ zNl?0oN`nm4)bU`twChq3>-$_xRM>^L)$aW_@lw=5`G))KUHkm@{P>iqdk{R0IkO$C z_t@*pwCA3mP`b6(tZzkrQvRL!eH;gn^I3t`RD(Y4q9+=qQ?SAWJ zWkmAXWxp{+xyaI%hcv}fD1`Sh{@l-*BgTBiL!J*see<}#-K@6c^*PxN)sl6Tl0*j^ zk{SsW$u(_9VRh1;;>?W+WTwvVso9b*#u{xNn69;ZmSHs;N=-%LB+48f_j!rivU4p@ zFSU3nk(xFgp_%;{5mZE_ZC+JoIr}c{=l8YbSBOpj@ehSRZ@2sF!++WS{27~0T{}A_ zKg>40(qz6o)6&9MmY?hDAFAMk&fi@>{W|7E{J8!gd-w4YeOLWW;;0-%yR&d51S20v zn0&YRiTmazv-}p#$iMLXG43aE4Sq{8mLIsdwoRIjQO3>O zW_Jo@Z3PJ@NB{q{I##Zkr{gFOXc?HdTY17fWsFLth`X41VCLH;*8aT?Lw(yH_f!6` zoL74L`C1(QKimAw_J7xx|3|T(i&Mq=_Vn0|U7_`)@@8~DPE2mky$%{E5wr`uepHsK zU%#x64;B92lA4R(JKy%Y!yhgsC_HljqA_X=aF25>EGapmQt?dvL}1ADF~=sibpzUE z%r)Igg1PkVF$KHNiPkx>;?>N*@byjudrWT!^--gowQ- zXi^NyB#zw%C12D_4LK`G^+H6cRBBsT&KT(Tnv*GA@={u??faJ*`|-oKTl=l|^pNex z`FX4djUi^7p+Xf*()^Mosg@<$8k{`OoZ|p>Zug9irZDoEo;fd`PsVq*?~ST5W#AYV zfrsm-qD9~Sd}JbZCAQ%m=uyFWew>27@fnA30IL!>btq27L_{PPJu3!254%odR6PC zl=MwdEDcVQs-e7<%1!;`IVdCGv$C%3o=c}*9iqiHOOIAXOc$L@g3htrfTQF%9>gDUsrt>smR# zRB0<(&rI8=|D%;zt}p!d(C6!92_h3hJ47HtMXur<BzFp<%rR*{XL8|kNwDcKwNsADs!Wl9`+yPALRqUB1==i(lZ57@i3yCn6F?AR`eVP%t@5NHJ(qqpW38z!(w?w~Ux2h?qwb zd30DZL8QBtFiK}Bj1)>0c6T>-NmU*bPUK9St`P`)1gyWcOREqj!)Pr(We*Cdwz@{_#$Fj45fn;X=TMQk^ zW+~)kfMH(BNSYa*l1@RGMXhObxJ_~vtr4991aKmmJj0m_V3u$=Bv?Wh=i*2ZTozG| zY+NM^cc z_;V4XKm?TFjATaDovtnB;zNQYYG&aWoT!%8Er_@gb5ZZr!Hm5@x5XfF44YYiL}r{l z*AYG`LCj3#%rlTwg1w6Q)IF^F$qBIb6g-xhG=`Uv;b%t1TvcP%h&EC~7pDrElVc`o z27rK1HzJNIuG~Ma)npo$IVA$%lmbTaqh=OFFpMaZ*da4-%PX8EDn^Zz)Q?30}-$XUHb^#|M(}u#cplwOpuZVqlIMRx=9- zRERl+qUg*Fw@4&zh9rO?2Wa?;fy3BqC&Xr3<9Z-dP3Vk39n+(`E8Q8fJg`ujz}XrAFNbFDnQ)a zcp4iILUeYlsAe1^dOQPMC%QX5RB#Q0iUGK$}YBDkh1MeOk;H( zRcl5zoOh)kVwm)E>7JRpkTtm%E%T8%*amqAxxyy9BNwDHz)VpRtEhszhs8Msph!?) zd@!?!geAxu9LbcyoJAtDSWw)>qu5{+R33q8uVyExwxA3jr^n1x4d#iD7U`wLB2+9! z*wBoc{$;LvB4u1aT;!x-7TpRznU(HP)&h6`SWINMsz$*~Y*R>eDRY%r=;7t*E;J>G zCh_D%qFAV$2ao==Tq|@>pPWo~3Hyyf0KpLafzW`6sBeXb=T06qp#nDciGDiWc^Z+5 zRahlE_&m$r=^}1(9(S;amH<2^Lx7D#F;grBP^PFz%ggQ#=PGnrPhu#bpO}7l{5Fmj zR&sV|5XnlTuisx@>NTz#=s6#*aV-&Mrzh-w`4oAfd&Jbr2-M0#Ns~T#?UFBJyc{EN zN{+eG)6Ch(y~49IsI-l{VH&;W|D1cm`hQ(Mh>JLLj0wOBp=OZ2lYD z_d-4BVl&xitM!vz0yr)*Xw=ysZ?9(VPPd1De<{C5a^$ZIy%%p{mCPg(GPpfu{dDYa z*+9TNsh+`N?(a@1ZH3GIh;*`jWC)iGz{LbO}jwf z27eR%ECpOHLO;y$^R-=;^I&HH<|#(v7=g?6W%!2pWN4$k^K!JxG%x4+yq-qq-H)E) zHq4F0x9$4lcG;UPMvk&m{+{voQU0?KVu4Vr<^RRU|FYDV)fX zt_$^V775jv!YQ?>+3;e5FVxr%1+vvkj*;Ww7) zeeRQ!`lPa4m^bdEDcpm5_N9)?+Hh?Lb9dA@2;qakNJ+ww8Oppm*SRcT{EQS0iN-^pgUWhR> z9DuY6Y4;=UB`y!^GW33z%<@$GSLKJ1HK-9r#-t&bgsrO7A_MH1b4GMgUpDis{Beh| z;eAgUq}mpWgGi8Wh#*PQgla6tkP+}8QD*iWL|GO{&CsdKYDpy0D$y9kK~5CT5iP{Q z6vW_C1d^}EU5OjWcl&N6$)BCl^^F0;rPm9F zx01<`U>9@+Nlm#p!oxu<Rq!KRaYGY7QXEhh31dxGDkaN9GKcSUtJI5r9u72>|=Em6w z!l1ty3Xzq$OtJKP>>;k}g~Q1ph662BNG|E(F*u^+pnjgLowl=Vph44GIvlKgY_y@^ zAU}7B2q{B~ab4me!$BXst_kWQM$!Wz?&2K55IBRAh4Sh#=G+06OeW@%5z~hi1~`d8 z>RdsY*^)|%MocGW=2Xc%or1_&Gzc>~6-pKNK}iZkl`*@hys3L#sIH@Yqg}QI{B06IEG)!Hf)N3N1Ev|Ju5m1uC817@vITd?0NCa|i5+xwV<~wl$(Y_N4@qb1>}LYboZLWxoCP5S zB6i}B8kG&B-D)ny8;rWAG5Mldp)Xjbb7F7I%G(Jw+?nQw0}Yuh3L#^ftX-uwqx3k% z7+!O^X7rkS>Z|CPWu0bl47V)$8Bc3Ewt#K!J1EXJYYXMa+cZ4EcUtgd-}O35jutgp`4$v^+=9U&(p}V zw;7QK^kLJU>w8iL^>oqFR;pxE5t-(!S*qCNZb)Dqw}tE83cFOmT|3tlc{mcxEPyZ~ za-0-S)9Hb^iKcYbdrXRCsoL~a_SJMRbzJ$Uw;;CH_1x0L9^5^2aJf;FKzE^-tIQxX z>9%@8%c#05O^?UEAUmePhpLlivIfgK7U&*;r4ltJ1f3bZ2q7}v!zVmQSzA?AN{Rv} zf-s9_74ndbt9)C%>)A7q`JBo`@4~au@5Pfn7Alr`?hc@|3L0gEc3zj|biehZYJIND zr(VRnQCyW%(z2VI5=hEB4OU*);SzNwO{VGc>{2bGAn2&#r zQk08Q%}M<>%zHE2DEx96gx(JVH&G@zFhG|6=$`3@nWEX2h?)uFZ|()MZP+gNz*H{v z6X=t^f0GD4y7$E%R$0F2FTZU+=dXXtWxLe+$!Z%iruWKOTX}u@MDszz*+Z4&@?;wO zIL>qPgtnqCZ2=~15FPx52dwY2*LC5o_P3jU?Hq;qaVD%#Woc*keLvV{Bfebobn`Tb zLA=M^2WxUdL?H`=SWY4W*vzPP&;?aom|dAxLCI*7e<6{{`c~U)_2OsggZaK3)S+H2{3D~^!+`*M4Y`C>W0mLHe; zz~(l+k8iO*YHW>`bAQoCmCM%S=?HpyVwL*#%Z%fftYO-NSeh7QpQl-6`jP!M`|VuM z;l=wP?K8c#KlSq$vA4ErtG_=_auX^k^~=Fu2OWxq;+-vIUf%Bi?~Q(14zDCg8fH49 z1U0F3skgTU<9F@hhtQwT@#mSw+zwepmg-Z^3<1^BcwM$n_cyU;x6891m5!I?_=)Hr z#>4k%|KH@_B|oI!aRBl*FMqk0Kh|k(l#V40^O*gmxE8H}Up;HmkM1prRBhmvrT?_6 zbbsH&iS4@KvW-%K^WZm-T4qOd(UYnoM&hjUC`q>8K%_rx1s&t%=~yml{#E4t6Y&r6 zV?ti*?fvrAgNm?bP=+8?IHV?d1&qRltl&_~kqh!7I>udusuY5QTmsV=8NXcGXXrNa za>PzEu0^ivoa66q{2Ie;Pqvj)XojBx`Bi*vC1#eG3xx*7oIzu}ooj1p`LRIOl}1#bN_-dI)4n6w`TOMWT59(Z z(^^?Tg?O2%=RTs!&9Q(sYs)#+i^iju^*8)Q!YjoL$}xuDtBmy$XgcZ*cD6EBwgbnjtKnS9srd2tZ5BQ$;q`aK| zt&cfs$ZJ!Zk~Y z;*+R5DC){rVkDbrvgC<5MqikhR>gg0X2zJITv{tZLn$*e+;UEcazxCeOj25!e1AKb zOQTvMScN$|M$>Zz1W~iA@+RE+iQ+n!!S{u$EFfx##pTmb$b|vSAS3Y7L6M zA439j*mPz^rOF{R3+9#!2T3NmCq7uoL4>wGT4r(y7V{&x8|Rdq#{-M9tXib7O>~MW z$l4#cz{(tD&*tgSLPVF2h3g91=I+xOjaVAMed37aq=ms11L@4FvYc0UG{mqz0+z@F z?aX|XA0o~OGctscj4B2h?~ZV=b3{0QV1_s|8!{rvBatMWEC4)stRLwfA^MoLK)~q? zW(NpD{6P@OV2j978w5!%%3NT>fJ#zOb&kli%0*dd!rftETaPNC>XY3nTqdezd9tm( z->LfjNsO7QqSUW=2N)#GCBQ@}l#FnnJzZHvBqIqSs!5pX#YPiiVb6%9+SbY&W|R;R znFwkDD;xoMDZ}3-KX5PUBLQbn2GzrofDO{K;lQ_{FZU#}_Pyh=i0s%8)BqkTC(%dHj0uoW;oN4JHf9SuP{rfI& zRtuS7C_N@Nvg0Z#8WsQrYyo;6U>$qpV4{hJ% z>4h&Q%NLXfr;HfOeU$gU+^xW9by>zD@2x+a%UiQi$0Nq$cqe}cZtDHko}3zE+pw(1 zez|>LefLPQLy&};w2oK@U0pAs*LL0xD!2A`gEnmBRn#Ban?a}|5O zzBQ0%If*TqJ4=c;I>9HCF^SH7*?(J(sc}O2(bJChO7V6b%(A{;+VHr%EU(k^Q}XZO zO<+as^w~L1p~$|^X`#KpXmN;u_A25|B3T|6;tEO zzLhf1gL!{k_lI^+P+Eht^$Q&H9ywCwb)R(oVLtr$+MfEuz#-eaE+&)u)LE!rN1Og% zHM7lsUicfNPsm$azJGdp*#8>y)$NY)-j27+>}!Zv`$PP-%;>s}`cR>T$VxGylw9BZ z;k#^h0k`mR>2E)sZ~5+Ohw#D8O>L@9-MXxMEkhh>Ik}`XNrH)RFmHKb{Ra9?{DQfs zf5*I@4J;*3VKmv=9xyJiFuh*AvKO9Gp%o(`p9{^J=bF%*Be^+(wo7C1+c=L}^780hY!IV#J+1W`^k}Qx z&&zf@_WyLb|9-5GQZH@K;~2N5c75u4x%f}Lw60|6(vS5xuESf9`Z6w8ca z?eW#6Xz4!M?2nlRelvSl#%J07-Bo@gzs&g<5UNu|FgD*WZ%@O^q}nTIrBrX5F@MJf?!p2^&FSA>)*-io$CMT?NMHy|6|Hi z9sgC7eE;+wkUG5XV<9SqYRcuf=(pwgoj=sNoj<1kmtOms|1fbQ*S-87Yk5kHGk^1T zOCC5=PAvs4n#6T76ZZmH%X3{>@m4Rd+m|D@W$F^8^R++x&aY5<7pY_WJM+4|e!cd) zR{0GmN4dQAmS)^uGkT%<@a6OU;mH;IE8ENU*q;v5i@y9o50SjMtv%T{i%+vx_-J}- ze=3nz0-OK0p`saE3 zx0gp7@%h`j&U)pa9{!1b*8T1AwckXgZhxV|^IPfvKU-ct<@5UWJukoT<&WF;)b^M4 zum7mW_g=QiyvFTczi77ge!I`v^=Um89WEFDe5g6EoQp zzm{d#({^nC-Kqbs$|~=FGW+}a1|I@73cl$K>vc|f+ygv5V#@90*pMLvK z`yBVx#?v{Pn|@CH5>U1PS%gvFiZ2p}+dHN6@*N*u)jZvQDMF?EKJurC_w_IPrF4pW z{S9?t+xE-%`n&fB=|wdtdv-ng;_DR;^8EJJ;wjJJ z$K~~xwZAj3dE}>gU-BkOt{F_V@IutaS+uCQ@o`$7W&VI~$3s@-OV16r%@#`$x((dYho9VIfO@z6qbJ751Yp03|oj@-+9 z$@vN)LjB!4q0hp(R)sgSM&+VyaeBDCzpk%)9VGHTwr_hIhW2^3>nzu}6kez`ua3Ai zzF~gOx%7FZ_Jtl)*57Kp&|lwU6-7iG*}q@={&|e6WrO}Utv){wC0=F5ZZh7uzi<36 zKYiBa>G%HHz54q$-apwa z?^bC&jA^^@c;WNDk}Xx;5V>esg>oCe!O!ribga6U=+vdo=aEm7+DS5tuxJg%cH^QX;ogf;rF7;a6gO9C0;#`DAj3$U)5JmfpQ|=u6y0uaejlB%RF0;Vk3ap;|-`W4eWaKl0si2SSCkq?Sa$X?nP?RhdeFJvEbj#*sK@ zWCZ~L(lU}505VahN@_`AiUct-(vm!cogyKBJ@C(2T;YWTg;z0&c+!4gwM#5Jplak67EJBrXwR zVGcq7IeA7`pU5O;Eg#OZ%;j(iD#Asi07e$#Svg|{8}SEP0hoYNif|MviRwUvNe(rD zs_|Ygmm{9fnHjy&&biLM_58Z%NeV7CsCG+_kgi;goFdbz8&d~{B*4|OKT?cQPQN;b z>R#w57M0sh#1NJb4kQfW?g0TMVp<|t0U{&==tYDnOydLW2{5B5%5Ak}$mx0qI{ZRV zN$?O^A(;SYkh&_@!rI7%j#Y#NCE}=MCVUK<-b93qnWe_%`@OfwtrAi7o_>~r>L`BfZ#xxU z1}Wx@m_5_yd*eao8Ym107za?H9^1jKYGv5ul9WkuKuT3M>rIltcn}oAQcx;8ODCF4EHmm%3onPSod_Z%(F)z) z&?h8>Sdk$?=KP*fy!#Uvwd|vq@O3zM`E^-KUVhQ_9lWp(#jB%pOq3eIQ7~}!nZpOg z$qfHKXlc|Y#d90nuuH0N-tNao{wP_MtA z1%DxtSHm)VsfLF+XE9%D61TzIgIb$k@9)nRqnCdp3;Ef;Tt8{VKBur#kLJRcZG3qo z|5wX1>$8=+$?5j3&a1v&alSm65s5-VRr7amcE#@MqZF(92)&;Ct?BZ-e3Sh- zhlY`il&VD)aHGTDJt>PM$(+&0ygLR&i+!P7Ktg4xu39;AxAW)HdY9erM~bt8^1XB^ zbvc^tqxW$}T2$34+~9r?{>uGNjV?=Z1g-Jtp2hz2H7`=`b6GOKv>RXj{Xy^Z$wk*K zYR2AkaB_mO6#0Oozyng+N=nqvv@;QmBZ7lKtx{1Ch*R00oR9Zoy==LMc5Joym`^Gr zC3`RV4o;3jWo25b@ENA#jpDcuMB$(w^ZeCZFp~s}%w3MZ_-?_$uFYHZ zS?1)3NpqM5XGjuLXd*Lw^uu|KJnw$)j^RjUxp2LNns|{~NB|P0S`_Bl$MxI``%q!E zWanDM>*&-Ktq2okntNELM;+5&}3QBPBzUWZh0fU~pYT zgpH8SK99&kjgpHbh0Xis#a!zo2PXTzyIL2Q+mR9hG+Mg zC(UJ;*^nY-E$KPNNXoiZ)j{dV!)WA(s|=H9RxYV8X;+Ge(r%(H(N>|J**_6v-+?#cU6-|*) zhr&5nryL91CWTV6WDyJ6GpJ$`32_oR!Xv?=p(@iUBG^G7Bxj~mdY;y(tVK$qWpJgI zG`&wLAOt1C0|;bN3Nu?_Vo8fMra&Y`AV}KkbLNMBDx#@YVHG5&5)ASdWMK+C6lTWT zjg%lk(>U~_Xfp7T2*=-6IhaTge*@mm7{+9z1OhUHa)QoWrR4N!W^-r+GcT;^nEW}j zR8nH696oP^Bs&&)YI6al&xshIK|Da|vV|BT4Vp>8A>4z=%mvA%fR)&ZI3mL5^$0&b zgP=@A76Ak?wI(2+0CQ!DjC9YQ=`xuYPrL2=?8dn*Qi4l*u&3CRWVPT3XEGGTPntFJ z?s0}>#E}Vc)sf$WJF7C_86G`@AZBHLFvZDAOals2s|lAqknS@;P^O|_8kCrmVydM} z%pz8#*&?H6+%m&8Ou|@{3z9PDm1jX1U>Rw1g4{G2txOBgX(crUL1U)RbW4B_5dtRl zJCZzCVC7C+z?8ZLV0iS2+vu9Bv733 zar4B=g*4NwC;$Ix`jZ|@mMu#UT)Pnw)zg@nyWi&B7cVj+5=kb=QK3MPs2@<1`ssy2 zjR>&FAR{v);&u1ByLIQNs)+2S2KI7(20A%V-FvU~eZk}(^f;MSsQ_I-qQ5GHD3UaD zkUL?zC^DUBe!!GS31*&NP6jwwh?S8FmpMi5%gNh8fi^-;68G(OgkiHKAs8JX^I4@smC zqk{6FyaH1au)C&$GBiS2h%|*l*~(G&amsD*KFJ+nv+zs_kJ3}zBR~@&F^hLrOKuqi z&m=f$C{M6u;8?x#RL+QH9Aq2N12%dq6DfEXity{6E3=bGI@_FnP>n1yfe^3+r{#q9 zy~@hP zdJa!XtVBTO>@gfO&M{!iuw_zOzGdmDr$V38dW^22HA)SKO+H9H-{nS>1Y)U{G$Ra> zT<*LCmrz$wIELjU8cuUXnc!~bKC0MSJrHA?-UyOP!Wm^6?x5)i&fha-3Y_5(BQ7M& zb&WTJxwPWE?$LVZ{Xp|xYA|cECp&2-0AZ?J&xGHRy(|B=NKBlOljXa5^QTM0={)D5 zGud>{y^8she^j|t$&CUDHp^mjoxJ%ZqoppXC1+Nqab-TFkF?#FVNWx&@%4>4I(?z< z>=GP}-!{>svhCupy%=R{V^KQ)j?X2JW7@l=Te3yQm@&wT6WNTpbCg(kGM>r>G zcHMU%T`Zn(U^(!R)Yp>^FaZO%jI(GDBO zKc!?Uq+R`kndxp8r$dcBA`PA~`>Qv4eo+5$CUFt58LJ2WM1eCkLFc8|I~l`m;C+bp+Ct!bKdTkN2Z@;>+fwZ&)@C* zZ%2FU!ey<^IH@sgO1Z%0_Ilj@g&vYux3Bm9+gJWVVBf`8G2yu5 zb8KYKx&g11tF686?Xf?IH+i~~?sXI4@Bh?hC*El-RzJT*)_p7dXXn;KW02kkNlZSp zAmvz~szeouZQ6t%N~qG}epWh(aL|#VNQ?dw$E{YmH>2)_39V7w%YOH^yr1;2+t^1i z@#Vyq$_Q+4xOTFKG)+Lcoa^6_97+0cXFIR6l@fY-i@FthIOSRW;9AAU?qiTJah+hP zYvvs8hSat!wOL9!rn!{e0x7HN%0+>};i7(>h41_I?)%*_l$dkgFRS?Jsq~Ha`$(B` z9sH0i$k7i!%`JTHv}BQ{Gn+k^b{Q7}GdW>1bQ9iNJ9LfQ?zDk}i%ecc*M+5U56cV! z1<1SzixREiGhR%!NFg6KX|MoD<9Ha4JH1-zy;15(Nag-2w_kJpnU*t0kZYSNI9N`C z)&1rYp_&CEQlx@QcwBEg#emS1f`zM8F)fq7uCHq;0+|tzRAo4(*|OcVIoAxW2L>y1 z)ojtz4+<(wi{>y(o|Gum=A+W$dCdJbeNri_wx;#+_A+@hE>#*G&*_^uxi322*}K^| zxHy%fTw=;`2YJT9M61-~Kv-ZxbD8d#!8DXp*_Fe*1{ucyf<;SJHS%;PBs;{A3TJZ~ z1N-0vXzbKHGl`Xi(ukN7l313-GceO;(7>u|E+uA_Dn=5KL=XyQSipuE#qLMaJC~w@ zu%T&d%D3X?*B%$QehMmDz?XSkF3Vxzkwn6Q4DXs?QCC{l({{@Y)M~Z8&kiA~Vj1+_ z2^^XZvJb}zA(@s&>B0~S5=w@bnf1s!O%Ipk0!WOQHr$;YGAA4^pe3kSw#<@Z$9kTW zAw(=wiE8FB!dz@IKawppNP>8n4xf0VI;a%O zrf5Qk`%9spGc(}U(v)xzgKFo&9Tdq#1cHJn!wD8Noi*j-;kg7!h|Z#z(+vVCiVqpb zVR7r;zE~uK3L9h(Kax^uKF;3@iP20u5>?JPbr6o`Xt)xOeO3C#_UU+Ci!!+$bmx%^+Y> zfk??ezz1>|b?78=)}mQ7V4y;%nM@dzNkQZoc88Bd0t`~gBB?}@Zj?|WC)P?N5)u@o zRdhu4=#-W)kOt*|#s~=`41p-ipY=jgK$}#1olUFqaMT`CtC{&XAlD^ zj39U+P;f?_-k1%9q?w-SPAnRXT1)GWL`+F@$;p{XHRN%<9;2j{J}8H#1XB}L!hogs zfPtYR#7scWxkzTj$Qa2{m4qZ1#5K7%F<3tSF`hsK#4`h#krL1Zc@i?B_J}VrA1Hdr z*D3dzryieZickoMqaYCcZt4_Ip#>2XJ4YnJsJJ*uS=|jJ&`elJQaWG>GiKsoxRfAH zK~e?{fDsI9;CbXJS96BWCt(64 znX;rsv&nAmP9hm$$3eC+X`jMek|8+*kv?RA6(KDTB95SNE+NIaFwdUz&^8xQa5ZK} zM+^bg=X0F0KK1kJBI{v;XJ7mBZ3*w`d*}#AK%88}XD$dKC#BFlnYd}>QX;Y(1Heue zv7ZmZIN3EP9nD*biad`>QD?)d2is{dD-%qU_=87CCO)M&d?7AU5`K&wV>0OFnxnMi zbT*n{H_aH8$6QNpA;PRNa+`4=n1nLVHy8yfi}|#;-v>J{g`bxwX@r@1=;7wW(hw5R z;#mhBj$z5!ew7YUR zJcFDhnS`0D$a1U#qj4NOJ86@2A}d;ZV?HmRUitE7FROC~B=<9&o~u(p5^#heEMOK` z_SC9gm$7IT$@Ai0-{`(Urf3zkm{TwWNus*c;_Gc;Hd0%886t6>-93%glz)S-+<#(h z%)8JfaY}l0n6UwpG$>)zE%qYULvpO0^B?MN>Hj+ClGP6Vmt$)1gRxARMY*gR#kqc_ zR+%e~Y1WVVLGWnxHKg=Z$i5Y!maGQ7AGzP&o^L_r+^B>ZOVm~tHZd2OrI6GBD5t

75%uDgLQ7XbI=ar+dUvJ0McM6#n z?n!2)7LoHM-VV7&L_U9=MBDZAwl3=Tr{nFn3!OWik9aMc4E=eweQBrl0+?7=VmgM& ztNA2PL^^0nIkhwS0S|Kwa4_*GoxGJG?gcIXStkEKDO=rOu)I;&JX* zc{}5BYa*EP{dJ%JcWw_4^965z+}Y1|Id49$&!hfxpZg()$v4GBxgPXj8D@W7?eBtw zmVa(bV|*ET%=T^CljfFvCQGUeX*22YsMpcMB2**2Tk%>-LD;N6zY!0fYobrOj~HX_ zkr&(RC^EOCH-Bgc-H(@hyWirJL966~!;jfhydN>3tO8@pbf*%XwZ}!pPX1;u`!-uWEqw6=bgv6(*VeRDI?UYX zj1LAc=5}(q`KkM|Bt7I{x__1JM*rzQ+Ik){(&QMZ;3^Bzf`eJfIfJ}VHeE$YC#@PG zG)Q7Oc~OMOds6qfhLO!cCT9|Pa7JYzj6nDFL`fg!BN;X6%%vuA0z^Y zdmMX)RM>4PtGr)G+IF+uVuFU26d1R)|+nkhoh~AG$b{fIg!#x4H^E zlSqaZvdD1rK9o5t2fHYfQzTPzRTnb1h%t{u5>RdMy}R4EmvG`VZo~;0VTZqK(S>G= zvDxA-iBd>uT0d+PP%V%nSu!(Y5~r{#DY*^Whg5YjD6$qL8ytkm2xbPE1tL+X4>-U zfllpZyPa+->_h^U;9^>-D;+B9#rPC!+B68UM74;6zN&KaAPDgKIT?I3cUExU?L=e8A%-G zaMGYq7xE$%L@_dhyozgZB?yINa)1()Kqh0TRLOvOY@7y$l99&Uhe}Z@OrYeCe`O>Y zgN4K;gvkjhl9Ey~-}VGzQPJeSq%*ut~ID+3@Wb&42C zlM|iRE^)~i&xTOejFp~jXSW8=<18|lO z92Pwy8I`H*kkpkTJzU9%I=Bm4cqNJ8F!xNVRhu%1^xdZilv#x`(1(t(5L5buXQjVk zpu-44ML|=TNF=C58nLFx3@&X6Ng@*)90^j?nytya0iF`cOsZOi$dz4LN+xG4oGko7 zo{^l6eusyrI*7plD4fC(p>C3tqA9`=j!X*{N>2v`IH$7^5lw>TBxH~n!H^7P(nLhQ zyOXjA(%m2dt%y@fkxb^vluRii%#ucuXS3!W>{&7e#k|eg=u(uBIbkCw6jV$#SnHC0 zgijKdT2YV?&T^GAb2+Sq&p88m@X!&m%#oht$zTXOV{!&kjDY{9uI8k_&1GU0#Q0Fo zCGkgs2BFN8+<^>GLXgbKoFFNjN?bIjfB_0lCwjc^$rFH31kGM&7ZxgOP>#+%DJ)n+ z#4=TAx&K9ys4PJ|P{AriLnF5%DN-p*32z_*24E*hIKh~m$de*7EMoRj)8S)!x)fEA zkc#jiwoDsCRe--?{XKmlLXtv~A)>-iQVEWnp5$ntWS)X#pECINxR>4AZsfQrd(kQ7 zG5B#W8;!oqZ7F;zI?ms>b8Tx;4!h-h z#w_ks38lbY9F!44DFwtLu&euOzAzhHIM4>6vsKPaP}Sw}(kXl140A4`8HAa1P==%s zD}*BQpwG*>UgkQbe?e8VUF#+$*ZdK%t^m{Yj38;WEpwgl*%lwA!NiO1zc!3s+QI-JgQPr(_|a<*v&VIhxPO*2$Gjk zd|!@xrhL=wbX(GNJ7q1jyq_{9AMeZ0QUB;DVpqu&HfLpA)EZJfFPx;gCVb9$JLcuF z9zuKOQp$?jyN($t@v2swP9$YLclDc3wMqAFY$vtaG#6rk#xN&7>9WWQGxnpxsV-~L zF%Ibm@0(2|Ct>6CxtwrXn5H_Mcu)~i_YK*Z1L5-Z7Vmc%6Sd-Ii_@~?=OR?kJ|}|- zNg2vimsb1y#V_xXx1qS_9Pi8ix>PD;U=CrYGE6d?=R~gJKc4CTh~*@_;(l=_<4Q$V z^K#G6$n@OLbW{3#o9m&to|}v~Ug39QEHmeLVWOuHgN&qL8A+IA;9#0U7vJvV=5P(? zm?CSGa}+*9SJ&B(bSqqfI2_3y2@>$qg};luhqY93e8PPeLcLG)`*czNEW3bS^KqNw zk2UHNTa{UtHkU8f^uGP|JCv91<+XaVkZ^(#FZl>3`hoUl@PBJb%@(zLe!P-{$y66br5x)8=1I->`hs{ju%8^UHe( z*C}xJQRgh-l_uTiYxt4QB8`~~izF~paF5JB<*?nIqgOpxjK*Mnd?*UcF++q^RtYuT zUYaXqi!AU`Cdwdjec8|L($NC(usr^wExgNu<$wOx{x_O$`tn~vU;FjgQ&=X`A&rB> zV40rj;XEe-J>d`~qB*BqE?`wn|M<;h4FNcbLBa)Ey_S>65r>>lv|P4hzpBKs-|4cH z!nLNZe7;g^oI@fW^|IQFb&GY0Cbrp(!~BpO;>5#fj5vr?Coe?jy6c0k$$8`!Xk*8| z-%o4buGd}2(!}>LW@pM|7AYb^neJ{G_Q63FkvUsZWejBLXzE(MHUnl4={6w|?lI@Y z2u6xZN)RQvrIF({-L^3bXJlF>Ul&^&CcKY9LkV*nWCAKlYC$znwa$wkJUjP-&Jn)% zAYb$JSr+n4^BA6)B1B2{kqS2*|H!}-j}+4qTp67kE^QZE*%x<&!8QZ__M5E+V;7rPT1e z$8-Rh+4n=`b6sz;ZgQJ^JCjI3WIgWGQ(0C;k$s&f(>S0$?DY~9=w+;Z~lJU$h-AVUeN#KhVyXU<-0BwCRv7MwyX zMiM%g4A4ij3=XkqK}v}G4KlM*6bgwfVV;wy24>N5UTkerCr6i8Z9&spS_Btn%JjrB zF_UKV-zg;ph|>dvD4BJH=SBinu$1(G357PTqrOR6E2+u7vp|gCn9?*ULlNYO00k3K zlHtfCV%K790~rB`0!oRb1Z4sV0chcz)WMi?m>!z4=vgmunPDPO6a)}Cm@?fHoFU{8q2K`J zhg&xfqcnyKDWZ7RIg9x!I2E=5z)LBgt93c+DvNzsdhOi(aPJ&`oY zCuQ1utNy*d2QyA8OjO1VtgAj0cN#!iLD4@)QnA1nZ@W2SJb>Rwi7UKX4i+t2P^C659 z&H+i`{K&&NOEG}lk%OEiRUnc%i?~yyJ0okwx=1K?wXORUgfdkw!CW8&%GwDKB4y@e zHO3B~=}*!<10EU`01T-FV(3g}XQXBz(+Lnx3G7565I{cyb(E~c;g5|h^=kZYx1O0g3ZF@7)f5BS!$MC z`$^`sND--&V;BL%JYzVcLL?=$q8lIK!n7t~R>=sP6e)^`!YQAmA}K75j!39XR8W;W zO>(Ml%f1Pv?cr9Wmwn+CA`{3#R#6I=M9k?*6o$SytSPw-KbQk z@#qmw8AaQo7koO?_NK7~!Y?$MnGHo>GWFpzMf&y(O0Ek*`FICE3=e|@%zYE@swJn| zerR`OW|;58X2kVaPA9wm==ER~mXQ0Q%1su&*0@arLP)}^b&tVOXYkQQhdc*U>jDaDZMuRfe)p57aT5J+QREE?{>5Pr{;X(Gs$x{ zoBSW@{hRD>#okRNSh7e7eqcRrk+-4uZRtc&Q+aQE(|pjMdcCzV>HA;lSl3^EZ>N~K zZL};Ar90cZy?-C$xyGrUpJLqvXG^v5HT&u zG;2LCg#KPmnDsPoRH27o2h?zOu=aht4a%5{{t8oU+ zK+cfv32IIAe0hGwN}Ofkyjak_ivc;t1<6@ilu0uf)G@&RE}%@1uqfAx%4y*tGD8OC zbf|&}43IMMc6l%|n{S%A@N$?~#GD9fWlRm74B|_%uupY`m6(+a0pIW+jcvQq&jCJO*D07 z1X8Yg>NbNrcyfg^+_F2)Ydt6?r^`pe5wH?w#GGM3!ax$N$V?J(aZ(3CGM7>+YZb{p z4M8m6Oc>=xb)MJtfXri5o&{pjj3}tHdxX=QO^yA{Q zidNL~LDP&ll6SEqxl?)sP+Wo(^buQ6`FOVMAO(HIp9zHsQkL~}c|AeKeG#fA%B2Jo z!Lui7vILMsnE+Gf$BdI6qY$csSfWQHn7Eu9O|j`b4eTt;wK6ZKgN-D}Tu6n)Q(;FPYu~gk%n>g;G3^92*&wiYuou(siVI%7+LwPb?H=NsyVP8z3|D66-!NZK5X9 z%{xi5c%OS@xOm9`oRY(5c4j?*0e*5cGYQC;c2-j=ogt_YnjAMIt9&X{TJkUlf+&#* zo=Hfu_rvO4jY8}Ya*WuJ4ssMvW{`uBC>K*NBrygVBf~TL1U|@8ktKx# z#z~0e6rmsx2hu$NETxvt)~7~z$c;;(5IfX~Lcpc&`f{b$1-01eyPc=!$=@&Xb^#_T zd7WWhV)q)DOLI6=`f6AUVgN7_8dvod+*S&OlEA_=MvvLMP(@gmN0lJFRs z70%N($OGw>B%EeKI8kga=8!a^E}7*q;N6W{QY14sv>7e(xM$QOIZISkDm=$AJ^d*0 zQ32>i041es4A7-?l-;&S54> zRhC0y*ib(!GubHCTecyml(QTqSoRZ5i|X4t_d{QNJqukLDy3xcQ8z=NM^42_DO2oF z4XW7^ObF0mK~Vr>58AlZC-}|tJ$K8SRQ+U4Q0Za6?PHg2CnqN!^MHF9{cSbM$Vd$o zZ6X5jm<~nVFaQ807x1~aYv#IazwP9^rZLGxIpzm_|CUeAnkw87GVSQc{u?NyUyav$8^LyrZmPPh?_3^^nUUa3${-rZU}Fg?+Vl^LE-L?3VKN^u`W$b) zX>73z6uRzutED%6xa*-#X_+Iu+su!s3#i>MMV#x*(-9G77hxt;qU&jH)h2PDbZjSV z4YT(C?aMkoKdpuG_P$roY&s=m%ki3Vb@`_Fj(E(7nJ)vUHn(+IQ9j;A#9ZofYLuIe z6NL9q!QX-k_y@E>bCmZ}fbQuzZw;>Fu0EHu)JewE=3Vv;r0cRmnuOdml@G$^gXDs?mwcW$!w`E@@>Ye-z(g?-7%DdOY^A1$&kSOKp6Y z-OIipS1Su;f4q(JQKE6zy0Us~MQ7I4PCw?(NN@|j)q*h)RE4dAF4sBJ=;c^zU819mP0~ zD7XHwmzR+FQ`8qMpHo`Q4hrl;68Ti7CoA}r~=u2q+q=+*yg)PoYqrqgIio$6_^+u zt(@+qrtl^9wteHbw-)*SaAZnojt z)=u+?fvR;%J>n2W-w!Z}2(j3lGlTiVlk+wYc$7Xfqzz)PO|K`J>t)z}+}q1`=op_b z>!j0Qrc1MTIZTmQ+H|p@C8-Nos0gb_BqnkYxx>eOX(w26vLzzHMR%JXzqt!Q=>wUn zi{=W;J4nF_SISK9#0Pn5YWU2_Ok6pT+Zd{KvhbodT6!(AcuYv303z6K=`@TT$)G7Q z6(%zbKW%8K!2xf9l28u9-VfS+>^J!8Xs~r{9c^dl617tH#A!B+58R=iq zFKiX@_SET=8AXP&5Y7&P9nBUz-1luJP3FOq(KAP5wf92_>}ocdnU-X6j>$XG$L@$j zgt(~pl&s}Ah?G?zLd1#iv;f5dY7MQ1P-F_SrWEMC8nTpk!gF8dRwIPerKoq}0S?Cu znqU%Y6JazJ3}Ofm;i&bP7D1?256A4qQHny7E9<57#~=94!^WDVpu!|XL7qoKNfZ!{ zASBpR2wu_~73v z`NBySDgw&M<`kFUbS~8B?n42cwPqR9aU6?#o0zpl=HIg3AR-}x5XcuHmN0g!;UYN+ zCO$;gQp7A1s%0kKx1$W!l0lA`F%$L?=%9!)t9I*bt}3KOh=A!nbx^HJY3>802J%=V z<&@KGx)LOj1+E`-Wr?+NP9#l-2Q$3VtZ4TOkd~6+lBuepyobkNbV&hVl&%~CPaNfL zR)rc-lDev+xx0@oE^q}mXE@SP+%68$;La>mg3*%$5yXe^Qk^4U8A${RViHND+i9^u zjEsrSnaIKr<;BXos@FyybvnCy8D16ou{;cgil+?&CxK;M$d#DMEgT*_&8E!|I~F0J zcsK#c1d%KwMsj5;49XZDN2*B)?L{!P- z5Y!zV;R9AnO^-B3W?FKgTC@ts{2rl_tw>=i6Eob2sCoA!&LCvsqrb^wJjjVszyNa+ z00Aq==bw;2ay%h6xp7w3cLw1I$90fi77 zB64PodCzsv+F?vsxT|nlnSK0}b2-t`^siNC@Po8!*W>k{%crwY=?I4$6BG!KK3j_l z7_8fdd@3v@P=luVcA`SH4C5MO#hktDu1Kr*IDJ>J?39DMyxZ~@wa7kU5J;qnrv@r8 z_f3-04Z^yv0*Nt>?VuaGxQeN2){8D*b~)bk{`1?r_FgT|;0>_%jV#tN-`Y)(6b{dd zrP0|9c36C#0ZM4HBrj1OMtj0s6u%x6&+K4aW{SC`TVtI6yD{gaPQGRA7CkT^QymF- zW>QiTQD%C&$$p+PX61<6I65o*d^%3`@|SN;3Z|3{AtQ1kD&)kRe~_q&e+HT2i;_$E zx3|lAxi2!yX_v>>-9D{v*CnIX8p!kr%}^L|VLhQfywzOqej51UMmAzs9^j+m@Betz z<9MfHGfI;<^ZS|oo+fX{`giB3xV+lMbACcGT8~EIxVXMF>>AfZ8eV$(6QgnlWw+S} zXqL>S+n~Us)-oU7^N&*tmmdpD&ZzI(JkwFU#JKj6+v|uUF0D>dBl8j7OB2+3B=>#X zk68At#XZCa+_`GEGt(>k5$+k6f)zY=<8F_Lw?a8F)rm&LA(R?Gmbg}=Pd}_Bt?Jtx zSKiL3>lfd$_bK~q!_LG<%FXHenA^xHlRg%84(9beS{;lsi>$;;Bag6YlkLX!XUcyu zfA^}TmWz5ERPc#x{N?j$x#17r#+`Y;v>N4AA&^oQS)Tm#qX*nKr_Otn?Ri2W=lp1B zv3k-mV=T+r^@O_-jWuV<$gOzA>Ct?cLYyW$7mgyw^v3^o!jCd9vn^Fk{CULo+9sX< z`|JC!nRZ8So27h*-XAf-e!okmJVMV@zb&rudicJ*Uf+K1fA@p^F6h5}y??*=wM1!e z-_Ec1xDGopm#k*&>CE2pCt{&TkIOOtYUP^^^W#h8zkih6za{ixKK)|!vd#_f54irj z^0e=-H>>$W`LX7M?ZT(b`s@DZB`0ZNsvg-hS*V`GUlVB_Imxy{-1J__#j$hl$4E2L z2DdTyVeh4Ilu!PC>mqnOEqCwIM|GQBC;B3Dku0iSe4iaLq<%Sb|LyOd>f@JBPv`63 z^W}$reR+vLKK*g;YrOcM-2dscXFY!R%FABA==N^|NUf@;(eGwnEh@_(nR7;FD_Vry zhRwV8d#yi~WU-W-naonTmXX3*F!x5d&CPACe2V*^&6YXur`k_vNXmRW?XTt7TDBJt zIX~vOVS5FfPrqMKPCnjF50lt4nIeR0nOb|1IOTt|`!i=a9lQH_{i!bN`*Zyrbc>gx z|3*1U)|u$J&st~}SRk`-S+$A>yQ>keFEsAzv8221z9MXN50RYg6O%Y9xh|m)5|UbD z4))|Q8fHjWLQ$@jI&ciwo{?6w`#$Hkj$E|}*F8B zm6DlB!~96g$buX(nN>=gmiKWKFiTnVaqn{6DJLC+>!r8|Nol%o=0{9z(Hc>$Mm*r3 z_-ei}k$`8P_c6V&o)`raOXejBF0Z5!!c#9l@!M`OY=+8G>X}RNiQcyr&IyjvlHF{& zc;##zHYh?hl+B$%i&jAl%ZLC$lbDHvC<1~rq9Eqz_vlgTXt?DZunV22ELDvJ1Po8I zprDLbk0T2b4Y)AQjh}qt>-evq9-oM4-1p3^BKhv(^O?% zxWMsprbuyBWIFR4-;|~m+DE*Zfuk>Bq0f;d4!ERvxIUK{dAFBPhI3Tmr1p- zHQj|>Ke(J`X%;T!9K85MkUN2asWc(hWK4nMEI;G8dw+GGq)>@e&oce;Ic%R4VIay% znhfK^4{-gs|8fLn1V>Wja(PVaHZ~h0gP0o0N+?FZ5<``Q3bThG0CW3d;-Icb&eWt# zCf7KQxYEb=jp*a6KJ6SXHlx&|$blfi;|!j05O4d!E7L;DB2}}K@oKRe-dYN!e~`pj zC|p1cG+v#+N#a>Dq>z^g3D+7#y?3)wtELE;xRvfB66p>k8EOV|4>K>VPlHhl;*TPE z42v#))}FICcAe z{w1q<9G){z4_JN(K`FiVL6_6B#h4X(IS3qY568dOx8AlcDOQ)zDhBkC>9anU+JsJh z(4ZpAg{b)!rA@=6W#x977!mIUH;w(3X8ywu^7D^kyC%jW8$VqEU4?%5x?> zG)%-pK8UGQ29~5A@;&rDih>?!JnFWn-9#PBoch6Xhnly6D1TXLmdMkjQ@3T#Q<6gG z@_C+4qq5mv$5!Uuam;29+iNE~s+$lAwCq}+Q(pT0m&doKb+#yn#(ex&?maa!qg$5{riGL zBsbW0iuU^}zdg5ctVb#qU#?L<)qZNv`gh}BZ+f{dzr4yD-M|0g;O(?X;kVEKkEi#4 z|84z`->yG@?mVC3ufM~2&dco^+T~uJ-a6U77u(tUI1YBNw&%Pd?nU+zp*xmC&-34o zlN@V>m8s=+-Av!t`#R;1r&3xj-pdh7EN7`pA-$h|CMs9pa(}6}->Pyf%Vht)Za?|w zPew<4+qI7C|FEBaH{-B++Rt*(SnjI+xUI`}#=(Y84BPD; z2iY+n(0{j#3*Ql+-e2VYMu#myXA%;At@78kykFtG%Y0k>FG0)Lp6O*SpPAM+h{qdIuSG5vm-jcN>#Xef`fz+(Z_nEVbNOWby^f!sx69pL zzpT%HfAxaX>-+ir{nszwTOCd6G1s_!iW0j0mmjzPqW6Jv*i$|~)bDbh_(aQ>d3n0q zQ!FayxwN;H-Wv|DIT}KKuz2*j7_Z~um$Lr!w0}L{{y*LRamm^i+vaGkYrw+j{FFNrwS-pfm0wh&l*sQiQAZQfs(c_8BLa(+2q zkLhhucKlr_1{jIm+b1vO}ptz>ae!j~O+vQWO|Mcm2eH?eAJEc- z_w(CV{P4M7B=EgG&EUQN`j=(A-m0(hunzM171asq_m{JN|N9z;oc8uPgU{J6>t`^7 z-%s&Ln_5XD6O~k%Yl%7nvt(Y|Zko)EH@k3+( z+K>OGy`H2W7+*E!`z7C&=kxX~?fv@pH2=h0{ifqCzifHE^B>=?F&-cI^b7Q}$>H@I z7e|%{y?$LLXj8TKg->?+>6PvMWgAbqet&N-&g;Yd>C-cx>e^5BPQU&BU;g#?o=Mw2 zUcSk`&u@SKb)I9*s_!Bst-2G9{`vAR>jk-D`qQ>Q-Cp1a+PXSjzJ9&6&UB7^ym`H2 z`i1>eb}f&$%d}tg^WW!rEA+nn<$l_&f7)(K%ZISjAJ+Wg^ymLNsL(I}H+?g@|Ne*5 zL;n8X@Bi@seEkpqumA5q{>T6IhaZ>gr{8b4``7<0Z+{Z=uVK&4XSLYo^7_^N(|vt? z*Z=W_wd*2Jf4<*;WEic5YEhC0=jAY(#gLk4&Kl7Lw)_SAIo+s z;6A?{?|-WPa(n@$JeVr{4S4p z{)@bRzEo4a5wo0rwMi;V&+D#dA)H@u{Z^Kssc&!XvfTFv8?+=*v?0dycCEksMaf@x1i>IzU5~W4-prAF^Fz z3w?{NzTMX|wI_M=k`@m<$WGxu;HI{R;LiEV)0W2V+K+Z8n`lJs%G&nZ(ru}a@4GJk zJEBvNH%29%RQ9LOe_pFDKfnq7t(@@b@dv#x$BTjM6ZBhryPYRLp8AmY+4jdDzd!!) z=-YxgITlm#Q=pdGt_wZpDX=v?J`t`P*Lx!8@O&+4c9E z{(j4!O`elO2|}^YK3ddI>!_p5##zZ~E0;{}V?c7oQ7M;u@Lk@LZ|AiyEO&pnORT5P z)6RCEuzqfJE$936En^80PpI>vWh&+v<=&4jPdY#OP436s3*<>p%O3CC{_#jfJKsHx zrPNdJxt1qhC}v-@l+$G^x~DwQ<#Yr5lfpIc(hu397^_SwcST!9oVKwz&JSUbe^bwv6)_5!S~xj$K8l@Hmxy$=Z)GU)M&Z zU_17xQXWnR{FhgLxQFiPZYh?sbIvnsmoqN$nlHUT%f)-vh!(?F>OAFt^D?#KCeKi@jv-)GcH3%R`~ zZ$lr)!>9Rk*rU5w*=RZLSjon==xjXfcn?myw6~MkGOV!68oUrQ@dR0N?oaOn7Fk@{ z!7&O@Pn4HtF`}Krt7!G?II)OY*R9ud7-V1|$r$h5gj@4xL)jO|}7uoT0 zUZORZ8cp*Es`@}}H-_Nk`=fYI9OV#Ua>$|Y2&WLj#)AvJ+n`-1dwz1Cp zQ|P-);$THElPE+$(oH1xgI{3~tlW2LnQ|H^01_z8Rm2h$*SVW(sU zka-@uY9Yo*43J5X5K5uH+;Yy6*+iA42Ybw6Y*L6oaK=ao(T6jR!B?LZMwNw#fV-2? z30x$@oy3U_;wY;UQ{qfY4%;^FM}|3v4eujP%iOtkI;X5k8f>9ciw-0{wlc&XLLt+L zV-!~=BqR|ZLST*{J4RV&m?b5bo&Xo1I1^#b)Nn->LScq55kcsdNJcVJK!o7TfDdsY zmvjL$h&6?nKq$-Puyhj;5ma2s0S&;xKseX}Ns?3&ESDl#M1xkf6Gs3O@H~aFhlJJ4 z5LkQPS# zja4*Y?=Y|=5e#vN69{0TqOVaVj@P=)eipJ_y6)`rk+=6P^nBRKHtKI@yI<~ey+vws zQf6+ea>qUg&v2AZk4etBD^HQa;lw*r2#u?)?ib`|jg9+YdRLhwD?<>O6agRJ)6972 zm^{rh0|aUW4VOOSdT!@DpU_zXJR(LxP<{LD^!Mxj-fWI0#c6rZ?0mF!&G{iDhOlW& zm=DN2e)!F^h$5w^Y4$#=$9c#dg~XYRXfjb0j;7#j;cG@!5g`G2YLc=*`IfN=Q&TPQ zISd}_vSRKKaTYO%kp@LBQ%l*NPjy9JuI`yj@=4PC*j9P!AD~Ag)%PN-S-D^1mbpID?7gC4RTQzH0uNs2q4Ky_5eM=4)ejcg(36YvO_NX~{+LuP-G< zQNpz_wcwIT9_Rf4O=5N~g8<%y$9r*)a3p6tyIhV8 zAH~}3{4Lb5|L#1_ZT)`t@!mgwiRG-A1;{vKI1frbRehSik!OjSFv>_ZYT{Y{fExFM z!WOP7^+=;If^76M1V%CugPjU;Wh~_TbLh&Jgb3z?mCLC-tvj3mQb4W0Bv4WqT4v!} zQsf9N2#aOVLa}SX!}Vonih0FNBxn7y%V+Yh541g>bx?*jumd0I zFpq7k*_PkwzEovqL!^QT3(6Unc0 zdGn})&QfnBx@4>Ls6xn-V+{iHAc)XvK{5%{LR}+__?58jQ{_+F<@wP2x~Y47E1UB; zZdPNqsYJBfu@mLGWUQ}#c>mhV*_Y~))bGgIeElTrgP(y?MRDf1p7);~OkzLBcN@T} z`U#N0eH?Ee=)`A@_ounk{qZlyWt(?OXKLHIaF3X}5ON$>*yFmLspUf(|NQd!KP}6D z7xL5Be|Nn7r{#w0|NA@t-S_`p-_PwE?KAV-jv#q?JAHl6ij(e3Kc&%;Z@qJ&AL6pZ zN)$OH_r6P@QOKf9a+A1*tP{INk*srg*jP)v{GW?mm%UN{sm5m>1Q4n%Iz<$^!9~Z)M|F1RjPlFtE=CtG8|6H#Fm)=gSKBaF=_IPr?yu8mz`_%4&q-NQK3+gx@Hj50^v4n6?IQLQF zZVW#XapF=B+req48X4!#*3C1hst2aKfTcF$hnSJJg&wfCw6!d2{Ty}sHS*kWj{Lzk zj~O%%DeoyU1AU%g4P}u+OfTSLEM#IPgtZvN+_o8$%Q=>CVox^T-`=N<#qjjQ72=lX zGT1Ue+0wZr9?J7hUTd2^(2s!yUdPcMp{{V5zxQ$@tgTq*nu4hE+s1B#!1RZutgz~-V>ua&hghd zQ?iII&agQh(|s0Rgh_&H1Rb4mqv_ryR#7I&nGQvYCtEC#yBQJvx5{b|8*u~;8#PJd zRFb(M%Zz|$8S7o%hqLs;Yp7ZC=1pqJfUlUrMr zix4u|JS(bzgxJH=bMEE_kYb25cU zQAVbxPxC36q&!JVkwQ!!neLt*Gl&?GnZ)$Lv&&@7LA#Q%jEVUWyRzmR@XM20)+rZm$!TE zp7-sL7?q04Q>Xpu*uy+mMGI|?opOrgn1EZ#U|}M05@Qhj+*`_rODHm((>Nh6@0TTW zs)L9|ek2tD4aPNrqyiGjkGKIMvv4NBU_x*Pg(n6&}s$86$XxCVe=YL>^SL3TLiD1@4SHS zI2^3b0b$XSoTh0dh|nf(%&Js9&E_z-Dzk9lPMifyK_E#bMZx%N?9Rl7duJ9F}hU=UT14W9+4C^Iu+KQgT79ji`jS9(}U!<^hZ*RCrLD+1b5k+-vPCk(wB`iQpRQSbNmrUBU~fJl0MMwMTiYp_Y&GtYs-Z$WMKir%A^8bWcPl{dog2g>I+S{ zp;A@Smg?Kr)RRV2gC!d+d%5PrGW(X~oEACE`aq7kiG^PuEUt)K9-Dq}yvqh%%{!pZ zXXlc%s1{W_;n@9TZ3NBU>M@m*D&5Q3`Fhr*brMIplVlTJ)(R8gsK-2&Jfyz+g6WJ= zmiy+_J7!O-vt4faW$B~f#ZPQOB&}6$P9ilE-aGcnMlK&b-O{QGM0kmSC)tpoYPR^c zw4iqU>`(6l+ie|(o8D%-7vu6?PnTcMy8M^@^p~6eL-z-v?-ehXI5}4#0Y3zvlhksQ zfaLPB-Sh7ARBSy{H?M6xUYaZ{-;e7pT5Q=|p~-VF3#F%t<)~!LW+=aw&1C@u-u0x18FDlt&3|La-)^S1wD_9>QcDUvk@ds)^`JE+?W1}|FEXN=w$d{ckC z9zV3(xy%dsMBW$mJ8~(oGAs3t<7nthd9TY4clU{jlI0U~&p^aG>NeuO%Bq!P{c3aQ zsK6;#(N~Xs%~Z)=Ky;iUQ?SQ!$+%>>(2BCgdR#Sb)n5N}TFdp9(zbb=5iP@f{+=$2 z-v2XGRr)-1jQTw@D_61$&zJB-B+X27_sk>-9-se%9?k37c$W=_(B4|3)5Z@bM=YHR zU~A9{5-w5RyD^WJQ@ltnBef5idp}*>(aJ?D4*%|aP%Gy6ytRFf(Vd{q=rajkcxqXL zwD2?2Z)xVY6D!s0dz`+G&4sR1zQi!g60%LYDSsh`dj>!d%9`|KPAG@@5tG-tD8-oJ zk%8GzB7!59t!vySY-z17(&*uQXt=#efKfd%#;r}8XHqFz2_OeqFA|l>yezUT>k8k3 z+$jckld{T;oJCou2W%nmu?foIFExod4eoPif;Tkd6(62v zG;1mVWH$;Wj`+nEnYl!SyHCN3JbZ_6x0pW1_&yd8aKD9VldV!_Gsqkx4Xf6j(o-Uk zK@5cFWa5*7lE@=O0d~a9G~%qMHm0~WY6Wt1bjqsqQF-@#1=gZ-*v%ba%5X30P5Yvi zsCMwMkbV>rDgumJ2q=225biQURO zOZ6B+d|Ec}bPs|n7o_H%f+&=!T2+u~9-@St(I+c12oVW*N|JcU@DVc>?>+~MgPR*z z)RY~Qjwosfq$blOagwMpOWz3$VdA8i67IqRA)}mb7E=Vw<>@ls;xgONgJ^hg zk0iFCv;Y(4bGP&;9*vwqHkqiIlEoNW+k5H7GW8)WGC^bvrOPF zvf_kPhl7I2B!FY!y3|G*T;Assu|NU=jz*eFBPCPJVWD)0d&dAJ6_AKQh z8N{B#?lPkwRxYPOuQRhXk*deOBe8J{${H`0j516DfQxX3vniKKpvXB!< z-)Q}obmNzeAD1P5Nns$7%m60?4Oucs%)x0?63#G*j;K4Mln1mDpC&Lmn!C(duu91XH%ZyAw6BTU8pdcco zaS*4!Urdsh;K(41fhZ#qnK|v&q>A!PHy>{9>6Bk1AF@pko0HigPE~nU;SFVhIEf>JI0-~Dg}C!WwZVC{>h8C8J<`|Feox2G!+~tz z1)@n7IVoLlx4^U@*$T8k8@vRW%{bzXG2Nf-*k)cyDdflg@^I<*oY#g!%?nXc6i7pK zMM#yRA&BTYhWgA+UEC28QA`T407fc(MIAvSU=f3Sij{?Ub6b31%y1{E;7w!+_9dZA z@KhJgFyhSA84}9@c7e<&!z9ugAB&nldt015D46KpR*xo=fjX(qfFp~R+Lod0 z#KeW~kR4^Q^%U`m%D+qht@kh3Z#G;sd8uBA-k8lLvv@LrNYaZ;A^vLl%AD-R$ILD% zB9FDQvnWeb1oI?j7BA@2lL(BU1Q9c(k!K7&hBgr`QAy9O6Iq|>PR-S`h8Qm_R_83B zRAn?3DoxDZ5zs#8>;s#A!6HX)Gs1lgXNZ=1etkH0OlW22N|5`^>s~5PF0E*2u}I3O zEK!RUmg8>3E~TUP7{zDpyV!mW$$gk>KLe>$(!ANbhGOcM5!9?U4 zVN)2>f^Tkjs67y~5eEyGin1MYXUc;-$p_Nd!4ausy7I>7=F3jy-s7oN8Xmkh1cHA zsmoR~=qn;y*ltvG%rA(${@?})IHN<-DuRksvT&Bfs*zHne>LNw;G5P7sR|MbXgFc<$ z-9;{+etPuda>+j4&i6~Pu9vsd@fn|s=bGiUw||@XNxpo){spz-_b>lC{`J?}>&sh- zLj?DEHi#gfYoY%w33~op%0H9N)Ic`mBGfHMaFRk)K$t!=<6(WOWGTJ$o3K%Bq-thu z`*)xZB_E5N$l2nJ=%v)JKE59;P8ybQHfqKXi1tW-)q{NhjFT@?$kglxx!<@eep1vy z!{&vpXvwO#Q*5^vvGDanlx>_@zOAr@b0Hz{l!{>;$m-0|b zhjbjf_W|uwzSakRo8!iJS|}>3RO0ijqxtuh4=%4h-ZHL*%rGq= zVw-)AEFZSxy1Q`rq~h8H<4VShh8kruqljo}=`k^ki%^P39&<3;BYTdo?Za$=K+e2N~{p~9jQPMFTZP}m^1 zCOo^@^_DU~9e6KaYeWD_B+M*8lxRkrp*|>@e&oxG!vK!O7NT9x`1pl}(W8Jz&8s#+k&7gd;}60pnm2DJgJ|bkl$u{4gAE z>pBY+^EQmbZ-tJ+v1o8etL0qP?-=u}wbgCR>(tC8qh<$zIl^GXiGs{`!IG409Ij3f z2{iHXVHF|72-RpyaB-d~o{OX`vlr{R)I=t8!rc-`2H^8;*{D9=3r(?MckIAMOX{s` z?w&po$;nAALlMk1Mjg=JGbi|L!#Bl`kXZ0pHzq zxvosdM6nEy**y-{E>#o@O0#dfj8I zM@2BP(iGu+mQGCV^>@oXEq3F(6~k$%Ug=I)F7LK$g%g~_qsGV)OA@*Jn4Y03tVO6s z&T8L7IH=S8;2KiW!scZ8&3b#DkIM<4+n5>a9*PV$lGEyhd4K_cLDV#~43^%vt` zDSp!(uERR_hdOvEBeF|#eh|)7GZ?Jx?)zKV+*W73#;Y=C-$Xe(VCy#h$7K@6!_Sg!!oGiYL|q*~P1A+3t6{$!oHq%YGFYi?=k zX`B*t3_UvJE`lkUA_c4INTwIAbz0c!Pcjkg+t#!DGig?im)sb`N9=o;?&ScvvwLIJ> zFfTHf` z8;x(v2}@gN`lmSeusdmQG|trzr33oQ{jM{79iM-e+iS4Q>+2I9!qxNl`DOp|@t(MOKUljW+n`>prTY!;_UC1`ak z7{$p!trFXD%RY^KvbAz%exT5rj}Iiv_#opkj}#&`2#;y6QvM-0lJ>!#e=dc3iCLYTSA%Jd=P zH8faFC}5M4lPYhTT#A8avL}quhaj?EoCK2mXZ(*Toh#^^*|t_cetOkQgh$l+|x@f>D8Kw%N^rsm$+lDV<}t>eYKC=0UNl<#oAl=s8QNlbq11zT5iMZ9foV__jWlp9zRb6TF5l3W#j5wuo z47J03vPhrZ$!+w7a#`DaM+4c=vJ1Jpc&?e8Q4tFfpcbX13Xcr)GA-F%9jnruIlvjL zVicL65SAq7q#zi*XFXXfmutU8o`@)zQ)DUI;>>pwG>T%A7HL(OS%@Sp0|SMeX%4)D zazF+$2qy@LOplDrgd2sIQp1f&w5f?lnEQK#udb~z$$j3;tdzz|o;)Hw12kD2AY)Jv zC?q41DL_P~N??H!7ayHPA}ljWn35<6o)|kjhbvG(R0=5zgp~E(K?)66qaz!Lqy~eW|gw!W36a z(j%pM2!jSsr;hL~=kx=aqM>0q^WFAzp}VMYLWBs8oIz;<8m9nLScbtz!a@oWk`@MM z+{}lSN+JX>BLYaygy-M##85U^aki0*lp>4W?nS5x-}gCIMa$Gk3rZAA8c~8w);W8C zSyhUNBrr04H7OC?-D2pN+gjGh{Wua9$wZogNC+#1gN%bIT!@mx%qfE+@$Q2o0+=8I z;)J`~2u31Rz#}t-3qgW0Ov4Kd)k`HEx+Esq!AI1B2oD|!4;UphOPY+brN8dwVEdG@ z9_24vMC8*^E4k4eGMppf?^$c=az8MQh*@-oSg7YPx~UGqT19B4M=d!bd>9K8C6i`K zrbRgC5V-MC*hSgj9}}`7R@kcSls0Xo2RJAvvlY?TtyVjJx|$&Fr*b>D(#z9Vd*ixf zEbx;1yYW0-7^Oe2J`dP@Uvav_X;ML1EWkuc!AL@qQ$VvF$wcos@CY!RH1fR+>+W`V zbWR9ZsfiSaf`Ckr2ZE5vU_$ZV;1QWqfKs?{W=0wfFj#{*g3JIg6Ctv-m_Z)FJdx8~ z(#VjiSjH3-e3?zsSFY10YBk?<+Z7=s+aIU`6a*GiV= z-t;-(;fN?is-h~Xe7AK*29ywPvqyqiNV23E!i6(MJjsk50T;SOKGe4$jYvT+I}Px+ zu0wHjT#RRTHab_Z-b)`KpB%Q$_%%x^4&{@~#^x@Ha+(kJ>I9G{(esRmED=ASdTo~*4Wc?4jY)$6Ehm>JjE7X%*Z1% zTMw%>>YBM8eV;7Bm>z+2(O`2PcZodOTvUHq~;DIGpjR9bZoE=ow_ z49!6abB}`n7L1jqMfem$32y)~kd&uq={xK)*)Jr$l_wItx?jJIccEK=6G@TT%j`u@ zQYv#uqH!gnMK=i>kH2O6CTYzM=_8^kW%^Z)No1aYW~o7xn%;!|QvWyeP_l31_y*is za|Nm_p9{)i5_Cw)^!0X-%23q!zbpM(SkT#?u( zN!#j!+ii@u%Jh9b{l@1I2}-mWEJ4LjTWkySS*##v90zfbgdex)-qvZU!x^j|+CxRx zh|v2b@@nCcDmjS<&m#?o?wNu>fm9w=)h*lqVmN~QKT*9k{C3{qaKJ?{2$#Fa6 zwQCmp^w7`s`0lap$m4|};BB&-zGluC6eZBMvOXw(^Zu6MNxX+WhYQ4=Xp*dD#H2Y_ zM3w@WmsMj*T8s2vJeJ3$DlqQ-xaDixaHTe*7L&Ekm1a)K z$CKZh#z7?{J?OYrU-)V1Z!gX7OO8H$AB%A##6wZNA`zpr;i`@vSsSG+iUsq zKmTy~MqefU>kohaypLCW{d$_$Tf-as!SZ3+_Vu_v{pTcmaq;@Y8vn!A{H~s11{LqT>?PmK3)J;$Zu4a2`dULQ* z-|2{L9^Z^l)S~%Z5P#F`u5H<#m#w_5es4kFNzKyUoGwR~gG)Ro$J~)Px{asVmFSYWOgrMDi?nE!^_;qZ7*g* z#f0zSe!0JFx1w%lkcbcKUg^%bN&n+3VmNXmESbVG9R|caFBmND%fMnVfk}2@v)95h z=O~u7+=>tLQB}uMzzaFsOg1j6%9J!}+)KG6xqD-mWhp3RXmqu+Q{+s4b4xi?>$z3B z#6KNzQhsRpp?D`uEZ=z9U#0RrBmu`zqQ+F&E!HbueB`OfY4Q7U90x^P>%;Utl_IgA z4QJ;nwLNIZ%b!8&le#JENy-+`4&FpNgA36Vrb^E2y7A+f--y5juhIdF**IJJv`(pj z49gjFv(Ta0?=;w<9YujKCv6DPV?3W!_nhIf+G*#Y9RHt+tzn zGn;NiR41=5J64z_$RV zsoVppCSYaK*fQ9iC?JDlQffrPjc}EaoGFEaISD})NVA!=WnrnM*6QwDGmEEpi8MFB znURzz#2iU8j~xL7XHrtIijXqtaeRX)!I_CwGvG60CPxQ~CA-Zemmn?#vS1YgC1_>| zPnH>QrVq5=A~_%gCQu@Z0$@UV0a>yO6DT*kk8lII2ufigPlPcqNYAt>o`uPUvQU?B1$%Hr z3U`$eV2cRU&`8e&EZCt*$oFlDITxc+U`)kp30Q{f%P5?u#b$h z>{nke+pt{!dMw9!yw%-$S*5={+$MOs+X2rwstxiw-e@@!SA*CXnOzy09eGcT3{z*xh_F;gO=i3G7mC&0lYT|s&^;n1 z|Id3Tjn1_97Dd-uD2w`5-muJHQ7~)qqL!tx z1S~NUW5%jfxK>DGmCOjAnSJ0TfCnT7U-M zCAo2sUd6uF!%#$&*}cbfPS1f6ww4hE*@PAfXn0X}uG@O+ zY21%6M3ju+4kg0sZBC)S7bF?kuGqv4*uqSBDdOYaF=yj-5ioxD@o>w}jkC1JIuOUT zz=%?bsY;9qA!$XCQflpcQUo!V)QmEd&8(P9%@`VkX9!cRV!TWtjuItjIb5(n z<4H0Z%q&WlbI#Yk-+SL5F2vFS6Yk~mj9U3iaD#GA}RF$c!IRMPL#QS6F*y}@EVNjd29 zm$^O&mpC$rSQIwd?UCeL6&1};r47_345g6xJYJ1z?T6ow$sS2WurhK!fQl_;G>hv& zZ}+Y-9~M4y9Lvg|R?L_$784~qHpxFG9pip1=(TjtT{Eg*ol8Hl94@olHZX@?t(!KY zIPF=6G0kE_Ii>NA@vI&2)_23a3B1$6zCb3JaG= z8|jM0eH0$+<`~l`iKNwY%r}*%r@DrH*1VKhSE_=yZTude?$J$}lW-M{epHz^eEw@0r!YeTyGuz~!=Zx7p4f!nbX-QUtA`O#2a;Vlm8q?m`3Gva-%hD@ShN!t9%J!w`Z%6X@} zG3B)GO^Hgnau6bXWaK2zb86(<6wY{JQI(lAN)GFT`5`AVr803k{2q1`qWe8YKvWxf z#x*FTy3;ATl~I_>47d?%2&iVV(tJ=l*FA?1S$I)C#c)4MkXNI$xMo&~#qLLkE|O%C zcV-mTjDX8I9W$(pXL>MPx~ZHV^!TMZu_s9}$*_G%NT0pl!3&78uxErsz9U%p;DcA* z?!MiZhqrCz8$DvnI#XN_l*}N6Qh<#2#}BuM(`7xWIdQL|Oa&oX_5@MrlB<9@rjn@! z^B95O5-`P;`Qo~{gnOnxC=mA@+ z&SX&naLkd;4TY(4)(z}*3v%O?t$+e?k+|95R&shGXM)Uvh$3_KAooZb>a!^-)aKI1 zG-v6|hft=k6a+ZMVy zWgP)dBIb$7bf`F7mLJToArmliuR+CtV{i)=Dn&pV`{bEYGze?danGP&aB>-#GhLa~ zDD5C7jY5=&$QYc<&Ly?M6E;DaOp|qrvO`1=%j`TU`J~aN$rMy%qK9Nq!WE$y#DgEf zs(M5A6i)yX(iN5*;K;Cq=29v+GIPB%)3$r=Ggc`e>V2dz3K3_R!-BY`uveL2WT*<5 zA|gjHWn~6PQ#>8PQkjG%`Sg*MoHvUow#Z>QkGe2XQYJyn6Pm0Pk`!JH#rf{!Gcg$q zDk3P%jQ0}}4uDEYg1J}M7Nn@#IQ)oCfsr2KwS)@n2(lRyML3g!<^&X4 z5*i3i6J$%v1RzO5H8L`MG7d$>d|^=%%36Ib2iVN-wfx<;<8{+NKSsTdnDT7?d(b_Dy5_J{%v{vx(8pp8B zsg=r=FFB{h%*;eLrW?3vwr~iA5KSj@%30ZyB}KS0Wg=M@DMjxuBhn#}T;IDJlEi#z zt1b7_Yw7V=^Qp|QFQ>QDAU@OQr}Aveli9y%)yw?udi+(hOBBxqRip&*oLwA+1;_AU zSa@M%beTKM7$0B%5FebYZ}gVH+ zYn?V@bQyD<7!9+~C=%I(LzCzo9WqF3(UQhT3Y(c30(0`0;EU?QC4o9q1Egg=71Kq)=0q!sNov zHTka;2T^2_8?i;~GxB~#Z($oRBC8j3I>0xfTe%GOdgs$!E=|Wdk2=@bpUUG`B@!lU z)mj@uBlpZSyc9$uCt{>HDfFbW+3ChR(x`w)3rApt2I%lIEwy{giR*$}nOB`I^p6^< zyo&gB0v*-4k(AT_@bU6*ar|~WEwMb;{i__;MaIjMOs96Lb_)sOVC|{HtIyz!EFrWq zH}4n&htF*xLkWXNX-Z8;TfM@sHb`u(%6N3;gBx^&whwhZ#G$?l&AHrmh>r)={l2tv z%zJnM?5_QwafH{u7kTjG=lSig?Xi}1$*}`8oM(?53qt<>7-w2zx16w!=;}W6b-Qa}EQFG}cDa zleo0rswp2T$r~5-;Qw^zw?0R_Dvgq2UT8RbT(^R<($bFOe&k^-uE%U)3nvvY%TkrB zdmKs__LBDxv|UR52w4@kgml^N#fj7A4v~kpN+k>P0m}7Px~%+oYQJlBC;T?-I%#1( zbB`s3gJNsPcMtt}k*hs_n;rEg5o>J8Pm?!9E;L$g?eELwul4wB<8{iTe)zcBXSsd( zChaUbV#drD5*AxVolQwrFCIO;s+_eUv((ST{E#UnGwac4J>g!;q2R+ zKBm4^-=CK(e;LOcvgx$h-!fieJq@tvKT>?j`HRpvw@Dh_JN$lowf*tDC1mVJ8#?!g zEcJO|`qqE+6p{NJ!{65SP|EXF?eZ>+)WIa!uLRPv)OLe9QIRzHK~8U+-Mj_V(}mvYfsQ zPA)J&mh+bS`3sL*(D(T~KmPLh^xyyGRvn){qCEd;U4OieBkxz~26?cRyYhXQ=yUxL z?SGQd_j}&&U&3#+{GVz3nCmZ1n>qFU=yPTvS__rZzAI-Zf4P3Kd+KuPY|i%dRQ~Gc z6G`S}#sCqgltcC}bc^JP^DI?LVe<^09QQ}7#oF6$2US^7#$D`1Z2vqT9>nzAU6+CT z@C)!`*8lYB+rLu1pxlF&A#KzCLsEHc+s@xwe0Ze2OqtZ) z+Hb#X`p_TB{PD@3Px|?e|Jvu**{Qkid+(C2%#6q!fe9!<_U_xN$v#V$M=9l8oIh6m z_HAZmeNGh5yDzrbfnP;(GuGt7tYO zdE0qfffQ7Wxr@z3+9>Z$qm;;qT(kh3ZhgwSuArRAdo1pnd|IEMWB-el7)nfK$x6@( zGDZ_-WH3kg^_bme6Huu%ABY(~NrX5fk4T$&PXDgLY6wvV1?}psE>r~u!#I3! zfMglNwZduI=z@~GFg0Y6(ZX)TlVuaE3{>u|+&*8w)mlj?BHkf5#8QP8o(qddPGl1M2^sDKoW!2Q z$U^D%9ug)}GRtXB@C>-cnZqJ1$%)b?lO}5>eFK_CVJ0qc11Cu$bH4JjtVL`;c9vAl zn1&Iht+ID#u$R+dkunC`#n$KZ45uW9O6o#V6L{Y$uxKrCG3ziVkQ98(bqw!HCtYUa zL3iUI=C-G&F0!3*@QP@jB@Cy4>PK&TY9%%)FMkMG_=TeW!Fc_3mVsN)JU`)z_`BPdhIZ`f#JC zZ)VaQ)Xis=+l0?p=0vr89p`4aqRUM>%ACByXTyW1Ye>qQ5*GPm}10Xddkec&K+UEn7i zwfeH@x^(SmcU`PhNi_4tdYQ+^*Pmxx^sMuAe<`@AzrJ4_9^Uu*NA!4iIs5Qezzo@FK@Bl) z;~o&f!ZWq|YU-a3@JHhBqCKS~ho#DWJ?%6|PDN_rLG)@mujTyGewZ5NTy#!)JA9+B zAMsl;=#$kjEay1mn0xE~jC$b1tJ?a9b?(dZb#GsGV4)vMo{b0Orn6Lgp5wgh$y%e- zlbn{mz;*=H%a}AAUNhzLs$JdZA_TS;i`|KR7Q&cP{(#^r8LngFnZObba}FJeKSC2Y<-r zS>ijTKbGhJIP;|$9)a^Q%H?f!)54QHGVO^&ZuRo5%pA*;(__1|HNRNTm{{88S1|Mu}bPOYbCAirI3JDAGddDh1T{MzdMk?YBu zQxmR>OUJzb;||hwwDUgW#r7=r{mK6@`TzAFHtzJ>|9AN%9=GzRXjf;y?7g8@)_={is_0<#NnVfBJ|2!_Oc8BL<%Km*@V9 zC8IWX<8jUPFz~sfO^XskH33c-gxNm@Wc7G%KdoIPV)8MKA)~TpMJwKx&MItI5(iu z*-tl`<wb`k1}+s6LV^ZFt6k)nE}os8PWXYl;#yEFc+ydI~XpO*eT|61l(->e{WrR4`J?4m zldt;l56-{05jx6cIX-;8F8l5CIe%N|H2CA5Iq%Q*fjTQKmYV#S^~1!W^E*Z9h65a($eT5w@NR zH@=e%rE(v`yEXBZXAZY}`plT0|M!rZ_?})Uqi2rbmw>y5}b&aF(RZpXyX_3g0 zc{DxNl|z?xi)mX^rP2G>CRg0dYl~R=|}ms)JHoO9JIuED6@!P?t3=GhtpRry`C#QwV`VY zP2+sH2fxkXLamgHyaujo`-u^KkM32Jc<#1$=Byul-S2hGjZj5~mt!=~$_c;Zma!E= z<69}$qVpv5{L8l6NpoY8$Q&^&%qh^%-n5lmb}nD4973l-Kiu)x=Te@ZU6q9rx%YcA zoTwsoQaFuP$J3*29|#|1e7r0#d&!&7Ug}ZW;76w)r~TBh9-PEmvG01q{Oh{&V*i2b zKhyp%?d{8lemulEeY+~XZFxO^@a>cZ1II|SENtg8o<9FrycMRr?609Q$00<_^zm}< z_s~+d^@jP2@6+P@yML^BVa$*`nC`L;{^0ao&<~?=$PzhcT(Wdt7_Ek`A1^d-x3rxK zm`GBprQ9#sPac`Rh9g zsMU+O&|JHq zA#03{XW{KV&*MU!eJZdCJvF-ZQOK)EtyM)BA?bqWq+Qm~n$v7j(uqw>!8+t)=(*+usv*jn)EIL^l{nCcXj+6$QM zdCzuF$nv$eb=V`AisZKO=|Rf5))U$wb4m(ksjQ924xK~%p4gr4;-itMl$mmjRCmrQ zx}~l|%AtC+YTH`JeHJw>NX|a<*x{XHE;%)tAUJyqX>l%tqF+0Ow`8Igq$0FxReoev z_gr)z2M~3ss{Af#@QC!4>mwBoIhYbAWAHeitx=o`EkaC4II}VJ@xwlJhrXTVSfS{T zWa}FDra@rH!n%?a4^31qeQlaqDUIBeqiTSZWwHd((43FztGa|DsNXfeA>v*1M>f;; zq>(&tKmNhY@7Kevv2T=AP+?oS-OF)xT?iRnQYGswNl>qGAv-q;pC796Ygv-Zjh zFJ2j$bp(jB*2-;z_^><8!H-m*VqsrD?%T)9$&HWJe?uwE8~x?=lIz>{cpCf329GIo z+UQP6tymG%^7J;Pmb#uBnjDzR>#Y7l~GP_jjzkCFZUFW!T!cejTLCt<9I!e7mr?m(qrJ2Cf2&Pwn(Wnefnrs zqzz3{s%AMYnKhlrHB7K-X=kRhw-V37=T&uEzl@q3M8*lmpH9wXHlQP26>nRX(_BoL87;z$LYbmezjgxvG z8Ocg+gM5-t!a#1Lb+6_lxjHh&iPI` z9;5WhRq(jT)ZnlfIggT_Hl~jxt+|Eunf#`dHC&eET=*>&4if9=j=%{X(pAL zy1F)Jc917$3NzKaDj^Y`6eJmvgW}%jjiqmG5pL6NfqN@k)sM_?l|yod=Wyv-MkTLU z+{lgG*t2G7AvH)Na|tB}#k8Xo&F~7ApvCM!q7+h!*#Y5t4qXCQde_ee5k!TALNJ2w zl}RZm4G2~aA~!o5!UhmRsr;TDMSz#_TrmU(h2>;;;SeIqld}c( zj2TQ4oU~@P#sidrc%LIu*@Po`cDz^Pogz3~9K;SBE*X-MLrvnSnF%_?=7KN@7osX$ z3eBWj&~20x1v6E02}{dP>A?nFP>5JKG9zKBU=H5R@wZ8i(>Vcm?-QCIME;sGDK`nD zydVhkyUQnSmZvc}-B!*b1g~S_7P=Ht?w-?oQLf592j!-PDb}>K&;$oHL zOh7QaX6y?sw|N?Nc6G+2aGJKnXiSR;BMx?-C6$sXQ|gwEhy*1eHBbO1DrrqZh>SDw zw;JLa8Dj?qaWKTabmvG4#xfKoqrx?aB?DX(kD1Iul9wBI#@lfWnI#lL6T{ zSIRH$DpcMJ))C|>psKUsn2Je@Cz3^*DeW}2uZU&L^I}U)Xz5$+MGo^cqN2cv=&Ygb zC=b(n;xG$OA=xrlnUxsRQ$m$Kh;@yJE6IES|4va8vb# zO$kC!uwaRGd-L^x3n%=%6Nfm^sb|C#I#z85KfR9O{Pv`M*}0EqW*PCcqLtab)Ihhv z23SI>wyHA8GWOVV@HE)LHXMSs2kn|iYOSki&6J2_2^MCBw-u~JfA8YI^Y6Z=c4*ZToWQxQ0YN{K4;ojsPb?e9Fj%BD!$EED;dr zV9JGw#=-N%ima*}6t|M02Di@huv!eG+=E5-=10seVEd!v>TQ+FbKP^(ue|Wg50U>w zkx~v;1SGN8qJtLn&q@YbflFYpGC=M-)`y{;4e5alP%vBxQ`P+l%WZ9hoOU}{)`uon zO+xUXh={|;JUEYhStdu!BDK_9&TxaUWaccCt{GA)CFKZ7Yf<}6vOUW7$g&c0W*Nl} zak>92GKA}TU;2%0C12>ADsMZ|Kpq6BP*EXL67{iWVN{8hDV{wXh$v!Hc}nXkEQ^)1 z%Q7|%dHnXef1XR#qjJCdqJH`zau@K)PUrgJt+jnByf61@bEt-0dN6Pv_o+1M1!FCah~ADtu6`*ZZ+mUz&?han7A$_v2Q!hd~oui>-X9 z%$83yPIkpPKAy66wuzX8Eg;~C`gc>~(0k~$mENQzZAKey7wNu+-(wyevecDUzPTJx zYg?90xXg&S-o;08T3C*pgGX*vM8G7SrR!wjLaA(%je%vMRtDmyULb*1y=E4*8RY%M ze3i4%E%m{cDtZSiQ8oQ4UrtF1$uA*ZOo_6lI>G5r<< zoMj$|->=~?nbzO%~neU7)V z2(rbOIx3-$^D(v&n&KjPbuNW+3xbG4f^!uW0}b0bl9SscQVQR@9eewsdT4hd^D}7W zwvXku-=99Z{6}B^kDe#L{=ZxNKN|nn?0=42im0kk0$N0f%L9JlxLvps0wYIMq7*{MMJ(eLS7P8_ALd0jBI4V4ugh6oVes-GaVK>5_N0^}AWG ztsWb##OG->-#v}9%a|-EX`-dnQZkKv9C8>Pljabvt)QjxeDnKXM^V+KDES=2kED~= zb>iH-&UqQ}8gc}D-=oO$r>8%>j{i2Pzw=1B(isE(MUpd;Ewlv0p+qNSh_m0{Q{vE%*Y0T4R*JJ^9v$cw|@x?ckeyjQklSf56uknYrjgyNXa19=MniR>29OD!->-whx%bN${)NPhke_t z5VajoYn{;4zg}I-(qi{LGox@Hp|u$IQdm=TGD;y?gq`L{Bq5nHm9pR< z+Ck3G;L-U zKnD~^p5*nx;AV-W*&rWHGp3+k% z0H1aQQzv={3YNjzvxI^Rt$Ry^u_Z@ligCJ7mME5%U=AwNx0zbgXJXQxpdt$k2~!7< zX49<1R5J2#_u(uFAtJd`A4N(bP8K6i>l`<^pDKcB0tRBPEES@ON})=U0rxqTr__U% zNnDnLskj%TF1qNQ+Bl|9P$PimwRk*N{+z+) z2oEg78ARg_+xydxL;W6o?svFLb}Q&2Hho#5aY~Z&9p2+%0U)JG)axaDHEe{ zn~@$aBCSxmm@bW$L(qkYOQJhnhiIlmKeyGe743xGr>7SmXHU}RZMk~pZ9aK6loZZw zTUxnPn{#e=lT54ywJpiRXb}=;Fy+DNH055bZb>LJ3Q1qtESEv@>n__ti`M(&a-D7dniQ^OY$=|r ziR`|@dd<0Qe*PhU`&X6)B$h`OS1!aYBI(oVaGLkM9^g!uBt(eQ4(X#pol6OE z)m}CtzmF%xOSZ24$M2gi>(6&@!*6?8wX~87Ru*EmEJSGc0NB>51;W!KZLa2d{6!?F zaXODaJnvX*J!!X7#7jMTdz)O6Xc5i_aCyba3lj(&X48@=!1-}GuBYF<)>D{#|N39n zL|tBS{zvj33Vv?K=OVl>r#DR}qwAm5+n(bdZ}R`6=}&eg*_Jd-OuE&mn%Uml-A{A7 zjL2$83`4?coo0Sbu7|9@Y6os<3e z9(rbfVR+sO)9n|rMZcXm(|x`3FZ}5^;X~rMU4$8rxtnLzeg>cWkYgYlF&j;2$)9Q& z>&b181({Hod=e2lZ2sBjqYSrzgSv6KElY#t@ypN8@Qv)gQ%CpP{a-A*uYcRF4VPGA z;Fd*$Ae9L})xE5!zQ9FVQ=Dff_TX(_kfn60ErnywB&{^6LxUGZP*S;wT%}l2f*ymH zzd6B=%a4P`#yBI-G5wSfaVW@+3@LyWc$xXW{Qd#dwrj}1=hts=_`U6{=lz@sz5eeXps0ES1+=T}0r(VRGi4A25wA+|Dz-)LH_2!s!Vh=4@eslPg%t zki`mT9FimFguB+lF@XRRCP6xZd!j>4NYV#9pnU->XYJD$l*=%vK3mxR(^Ccj7(_+@ zH7RSw)@uJE-%-uY=xi~s$6~Y5`+WLh#eqx^$W43`-&d4B#uH-odI8A*U_LLxh(PCm zU*cKd+;LNUHo1CV6Z-SMTMf-%!z^@Ek&HTMYY8ZZV382ol2(xnnZN(eK>+R2t3>ks zUgo!py`PV@l)BcOke-Q==IGJ+$z!ISh72SH;Yc?|MK-s?ooEJ`_6Q60_cyE(gg^Mh zCJm$|frWD1SC6n5GbeyCI0uql2_^<2iZD?rjMLu3(sCyTc3|)-GSm*;S=_HL^THkB z<#0aS*NWHLNbd8!R;qnXj4%gFKXy`w9567WCtXq2!V_I#J91SAGC)p@emlE2h-v$qL5V=G+IIR&5+ zabPIf8CjHZiV!X=U1Fra%{)yA;i7!goIzf;86Lo;EQJ^#!fj?Ix+Nt^t5T^5P(=_# zls%apGt>hBf;}A72^^UVq7V#BG$|N8-niqAB{w@kPyw6?+f4(BCj?|Fc;pYCNgz@@ z-;)jR8;1ifXpCFwNx%Ndv1qiGfLpR76^j%p(k&txu|k31mB z<#WS-{~`mBWJah6R-}vr-EjZ_VNPH*fPip7;^x%B#XtkK z2nhwDqa+b?L^++8zW{thev8z!j?hVx>#*+=sW34S0kZ+8rCa`VrrS(ADU66ES_}@w ze5zpssDW?<0HnJ!f>@~#fk{Z7nTP;CysqM4moWnRtQjo|I5)v3W z8DT|OlA5DqoZ*Pxz@>qk8-pbz0B{gS%iw)6NB^-mr~zfBLTExP1(?z?B9hP(DFTSC zRSab3>;#ZB10}s9zkN;^NjsK3Dh1Zbmm#+=W8;iPoRYwUAt@+`O%O35Arc_KA;FEH z;I#k%WZ)0fJtYBgfxZ0>UVsRfdsepi#c7>aSp6d?_Xa&-JykSkrBmps_NlIBz*3ko z94yh@=c|++Ov#gBBtZ~*cvTih3rJ!wl7du#5X*Q1A45z9mBZYdLq&nynlm9N0}z5I zVj7|39^gp{fK22$(Fde!|4aCxMkB=KW(=W^yJ@SQ08H%36Y3}>D{u#!tOb<=0?O$) zgOZZtu_#IkbinJxCyj=gBh=&$NhO?(N@59faO4CI6bz0ZID7B}1*9}OK^9(^l5mW) z!;2X|K7P8At>`IZ0)~eTA#Zs(7!w7O34$R+!Xpz?4iI*g$LTwPm&)u}#^vavpf9z% z+(y4em$;VjHI-S2QXP6`)w4O($Y@6eKif4Gc0z4~pWV3ZPI&P~fe}Q&&54#GE{okygdMpS_mW!0CmYaC_~d9VsD1`uScVsr8^eX-DWRF~2??|y zuNkDiB?U4Qva9O|A}t2(KA+T?WK~E(Pcn0{u!SZTn>^KyG_QK;(lMT+v?2~;KP}Ut z)RvJe_HYs>hH_* zq~BTpKdb(q9)15Vua-LnWiE^-tPQ+f}(!!ziV$Y+r+LSy*b>ECPqc9mN)4R=6FqEZTg zHpvVW`N83x;m3fn)XB^4RNXl&TDr%a55ZI#`j0wqWvP+4xzvVz)p|SXD(`Rc-l6XU zU+q2D`=0bT^4f2DKejB0MVOJ1u{K_A&#$VsGM4a0x=>VipD^bU2(<_jxcXoqCPTS?3cs&w7p>;L-YQ z@N|rqVg09SQO`Y3e+U~>%wP*vx&$E*;GB67kG|-QOOx$!taMZaXPQ7tDtX*O=HGGs z>9qgX%yy~&>h^b?$Ay-2X)%WD35dq%p4IoO;N@N)^zqR->1TOBef-0CY*n7BbI$9j zJfnCRoc5A=C4S8;teUO*plKKdeq>0#4^wNgGU_`EvR8K{#0s321UfeV9~ znfZ(GLY@@}62J^n z2~h}Y-jeUY3y;dhM8o+l1ocSF%$*cCJ+!a zu$-BmL5v-e!eJ)NimI-2A_OA?gaZlylL5|f1^}SSq%k8MnJB^B4K$%LJfI+v#qdP% zx{&pHaGBrYB8#Alc%lNAWr5_)b}t}Yi6AvmO_InmAODE)B;#c%4zQh}GQXHVM}C*^ z7Onu35-2@06CGjNS+Ffjlaw)k%m<@Z5dw~YT>+qALBL21`hlm-WCUqWX$TAupqM0y z2&hbukeTTYaX=CPV?Y2ngo6gmj2gtq43rdMrchAUg~xrGM}T@4uH;LgBQ6DpGdv1t zXIo1WmKk&!>^)<_dJSv|#)ym~Q46IhX?oHKQp7a@91gx*20VNQG8ZbSfI21M6rTVg z6vU3G;RI2L_+jZ71OSnl84-b*nGlG`To5pkk-+1aij0OxKgL+3L`;Cl1O_8OfItLd zfN-+F4D(4$0O@I(7(fO|NZT_JAq9~WyFg%I0J=F;su>cYn9dXw1_r{RbD{t<&p8X$ zR%?cqEtyv^()e#mWZukIX%CPDfN+Q;B+lRn2x5hU94R5wfC&&dQp_O`Au=32FcT1w z2?`i90HLQ4nm|%Q0y$jo!^xfShhAgEjM}4>P6Q;S00K=5)F8G6@d}U=)k0(G(<2xQT5EV6uip+Ph=Xemye+lK?mYl8|_c zSfi_EWKN1R;;6#4WTOzW`&qLJHXuuy4#+=3|I`U8QiYt3g6Uw81{iM%qm*EwOwQy? zG>*B)|d&NJupSOC%xy5KDDTH=Ldk(_dPcg9fA{q#$!e0bJSx_NNF3P(%u; zlgqj6*S~KkdrE>Z8HkZlbph*jl3D^n06}Ji&hS~2FgddV2Ed8w0pu)jRt_paP}(dQ zl0eQ#a0pl$q=73Vu#k~XTEdoXdc}YUgfPz{qYJ{R=pjgiMuzU-N&!(yP^d>{0qDRG ztTPP?M-n0fRHx?2Sp#aixDo^cEAp8*-3!hFXHFrYQX!j1V_t+a9YTnl!<+_i0D&hZ z5k&qVDb}o|mLk(3rX7|JAsAF5nSv#`7l>9LxfW}SO%7nNlhiv|i{nTNFOX}Y*~kk{ zBTAtNO8XH?iWHJcFw*xGKD&VTlED?0ieV5&{#~!e`LtR zaz;RZCX&K&ab+JxkD^0tB0X8qoN3c3jnIUFIN2tIV`Pbfxdipoa|@5pS5mSOIghl* zC8BDuHm4Bx3 zUm=o+7?UCx139TNe=|UJ^b*jaRPiImYU3yz`>Db=*`^=1e8cY^CW|k z%qR-Oq(rPbAaaX})-DA;#rR-MUV_+UObJW?7_bc$K+h~htuYW9(!n$BPM#zNB$4Q; zs7JULGJpUU6l#ItX$~@fLr)G{cToF$tTG75ghsSlY6mcPnh8@CHqRHIoU9fDc_48> zLlA)Letulw;|aB|ZLjNqIRXK_e*zCCmnI-6suAKM*LtQI8mYZ$r}n%C?GX2JUXR4B z<%SW=IA{HcwQANEh%e#HKjJ@LDTG0f-+zibH_L@{3H@y zA4Wy7um5HbyzbAP_HTS(_OkAt|8%QML5etc@<<0TM+sP75KaUJ^dv=64nvKAk_13N zVVBf7&eJ!|_xR;M!nGo@Jc?MI0jD1wsKx`m3K7-K>=bPbGgosKb57TiTS#MUpL_JGA z+jz5j#!F73w4*-m*Yoi8OC~L^|CKQH>6fV7$G@}>Nxq$hj-_9grJN%kf4BQ6_TujBf9NGVN(*!OTt?lmtr`RxzK z5AFoGBwjHK4b1xXytc`-_&j5O`>2<2tcICbvMi70JcGI z;BWPO^5xImeuC>ejyu1Ve2%VAM`U;u*w;Es3fZsEdYl?L1t)qIHzZif z@=k#0Nl6TuK9usfMA7k4>I-JaiJ8Fxg7e((gr8bjFPAj{P47gGq6DxH>z5~4$_aFy z8W>A&$#uVHH7pT0G^$|hMM_H{c+JGXnk<;!3DF)kM#>iochWx!VT}pt#()M!l-#?-=2TglJ z;88QxPDg{nKN7K-ihxMF30qp)NMLNZ2rUYJPKzWFrxK2pD+37lJ{16))FvD;0TVnk z-~;Z(SH|mw)c0>>TCs**CRrg&H4bEE&7`E9PF=z^F)|b4N1`HBO&?6PzYp<$Aff=OyJOhDHxe~5)6yJ}7)vb>2x)1S&Xt_|q&U z%Y`{ho^CdL!+SNeVY6~?rGy$&ikO|Fdx2D80QwGqfWH9NNWy{;iJCm4K*?0c%!(8i zj;@gjR){1Bqeu+vSmoHgx5rC6g8>r48A1Re zaROe>4@U}u?(ZdIRL~YA-&BGuiqR761`%RXCIRFfNu1G3b;f87t0Yh?Jyd)WV1`u0 zL_joKz!K3j3?{%q06<8>PDg@b0Th~wnU3g6&}KMeB2XrnCtwI#;nbNC5P%^JMG_zo zyqOI1p)n0hq__q`+EUJb5+q@zBvejrObj3#m_JJQ9D_Z0aalcO^;duh1VRL+07~FQ z2=XLPFo492A4(?xx(tr_F%kj=i6P#yJRF%^tEvb!78OY>iKUYe(lmqPZBl?)CFlt)3I%nzH z>uu8ri-bh>jD*B2l&ZcjVa1FB0}KHGP0$Tn0waW=5V0gg8iu9=hKQjUi+g4s#rM?< zNF(SeYA$hb$wm|HeGq3L1f&HdBq1RgWmnUnz<`3xrKi&ArZ%Iaub$U{BxnrJkke9+ zyTB0AU?RqBrU299f+Zqp{lR^iCyMZg+DV(vfkPq9&) zi>l@oxl%GIP(lVO5Xc1pAv4_w0!svIhLVx!yrj37l)>Rd617+@k(3@eEsx2l7xtww zy*-BLA$XKF?UG*ooZvfut~HtG|#x`*`0?EmH`%GBgR5iYxZl?;sB7ncnfoX2Vle65P`h z6G1U8vr;xHqcyRC2vXUJ(4ht{$rN}Wdt$Hnr9`m1S2O^&m#R_fKvLJE_=uE!rog(- zu)-L)PF%2zBrPwgXO|ZV+T3M^QwV_1J7;H z_oXjU2nb+?`I(#h*)R|}O6@aUkwZ9A1Bj)Uu?J;bSL9mCg`8a@OU=e`f2VZ6V5H)9 zGN4_SAGXXq6=(|S~`pgbL8_?%%{3AuL1J_uuBQETjt z$`BY7O@x~`!_=LkI7~=px{8dmoXUL;cB+WW%L9BHNtCzClRWJO2{5LnJ2Mm0Y4PBY z@uh=R<}}cR=uMzRTJon@ii*oTYC;D{H#F2^jH2`BMpPMkX4yrz*e~Uc>ta%{bz~70 zMkDhorJavweaCWGzs~+VA>O{{o@Q~M0pEq3HnB%j)AA?p&`Oi>)M<^Sqd)kA<551^ z75$I)@e$UK%J%8Wr(efW%V%EFLF4_wYV!+aspqv;{v99^7}trLBI7$Zt-8Nf(2F_Ot(ZU_sBnDI$DJM)E?Pmx$RXXYp+aJsnF z)eML1bp6u_aMB5+LZCU0vAM!W{xszKvINXR=L6va%U{lN(J~>48aL1IoiYJ3QeEzf z_b3ChL=eys&?|qr;Oj86D%qNx%9{g=FSVQRWZF~$#3J7gcY=VrAT^8+}y9Hf-nwt7;H&To3YN49$`Fta69LLiy76KCdL-Om14 z@6=R|b?i?|+R~p4jtY{tb`1(w!lF{{c3^z}+%KLOK=W9b5nv>E76Tb))~tz|ZV;3#%I!$+5Jr+^ z^#Y1V=uY;i&{uq^SOI7^?4p3RrAtn@x0pHg&lc5{3y$fm!I~epYLzi?bwUk z^+HltFQkNlz9NvalF!pUktH!;ktv;~1k{RbdHB2wj@H19lh{cRQ$RA2p+ULq>%NF{ zfEbh%GG;{N#?nmVx~xNT)0XA{0Du5VL_t(Fe3mNaGeo?q<))TI+(h%-WYks88Q*yM zsnlPHFJT{r-WQk|ZBi~=B#R~jk(3V8eLN7)LRe_cAj-W!iYpoiMJYw}4hscE@=ipP&k53HP!$_Lp7RU@HLSS=8LMdeit^wpo zj+hA$hURnxp6GKc5LlkESMaS&9mn-tCMW#3r~?)uPEXq?Cu0lvt;q$gtEH5az|qN8 zAqzYmH3iKGqeM2Y3Z#)i#4Ss4vW!#E(F4sHNq{obEj`U?>aF(?l1K4Df`HD9fS$w- zl28+nfH+SF4cvKFGzXy2fGD*!0Gp8l6}?tQQXCk;$cPl^!2*Wh7(|G|Oze|L?$-{J zU}SY)%qTz$8q=4@`Ms}(d9{NB?yZfA4eviL*wuXrw#kFZfHUdsiltB~6+j3GlkgF# zN}q2S;EJ4-WWwZ(u!Xt>|M_z?Y5tJdM z&TLQm>KTw3jKGyefJ*|Ov?t}i=Pn}LBftal(|no7zj;E$&r*f)D(iAi{}%!msl zGo%nlGG>@N%z+xh9kCW?&XOFn_`blO&$Sb`gfmU!-r($XMt+aH5l|8ZBLF7nU`WpE z01Q`GAPPh#DnKQul$TRJgM48U#)E9p-Otl+L&!>n6s#Eo=HPM49C)cQPoEV6(8>Fd*AJ^Rc-c^5mFWqZ8naq~P9qg)s&I}238>OgsEV3vA@ z4FJ0BP+V$2{m5C%MX(i)qFVLrQ`dlHxA(>O!h5MGmuiI*uWs{w zE>YW=ct#_r6$42#KK-LGQI?JMj71L4vlYyae)8~So>kV5eEz=ATm6?8xm@4v_Y=5D!+2hDMQ*uVTyk8}@bL_{Jc!pv0jWqGTWlt?W?!`xA#k=(I3Q`8Pp&_bpP(xtTH z%j$b(8Wog8L}-Z@ucl|ZCu$X0AQ@4S0%(6w(Nb845A~y_V$d{PlMxw9MRlH860|@F zXA9U*Qs=q`OCog7rnaMz&y2EF!&=r6kT@D%@`ZIy%IyUryg#-pejJxA{gYxaxYUFh z?AEE)y6Ct|69h^i;F1o3Nkv>IoOZdF0&<%Iu^s?Nzrf`VZv$z137sR(J4-!@x9(5# zx$-6aag>0va#(|N`@E8tW_aD^XQq*J=P@sm*wYdy0TtqOPcT4w)Gwb;f`^U(%3h`mO!>x8wEZk0x>?yj(&*+%t8iM_CpU zv2>%nZP!+5t*Eh&I7_`^B{Wa}$yc6q=$Or+hO|!Ya&yEF^sPopv=P{sTwf*(_V148 zF$aeUl!o4gh|2$f;hq$XSsEnu=F9pA{;KL1{aQEOTifdS9RFC4wfKL0z25z_^|&tl z>%4x7`d;P+lU~34TK4Z{o`=Qx{7bACc-z+<>-V8AjLuKFR+HCR-=rKrNuS@gZ9i3t zRA9FKv5ezWNoLn$A0LlPL#}(S@OCSY%GcMgD0P!&*1sG-FZ)L^Ba|W6<@kz5kIP@E zVawk&_qXNB7myOJZ*ih4&+_Ts+g?6@`M%Jtj}AenP-61%b>> z3SaJD$oO0PZ};Ql<-h(-f7NRSaU$ECQx+T4rg_2ioWz#m9g;&xFVH09Ahev_!lD$hM-QVWN!_JZDa$yPsm?flD*t6`& zSZC>0>UEFxL0w)>EjFT~sS|b#2T;2fuPp7;baKguIS*4da zQr{kSo}b{CN?F=0xSz+KL4+-$ox8hDX~=b%?P;RI<;!0Cr|~_}rcDKg!c>ca-_QLo zlSjk7p&fbAXc4F92S!6ZsR$Q`Wz(S25T09MpEAd|TvlK?&n^10eERwQF+V+h$eUgs zU{I*kD^Osy=XLO7Y3ov(4jlVtptGiwikBCEL>MA?*crA}*4}Bq0}28m#*bw_5DH*B z+m%FDl%P6djHS1_NDe>11tK98 z5+Mo#2)bdgm(pshk=0WUXLN4Z91>X2F*5+Ll(Jyy>f2a|TZfA}%)1O zCn6Gsa-c^7IusB?L=;}IU2G}p2lxm~(Jz?ak-k%aYYSgP0^0YJer2=(4MP0Ns%hYprIdy7MpEd7gCcm*cDfCKd3q#M9fN1W+SN zD#L^{utb;T?Gs1QbZRZ-Vpz5CfJdJfFEjzTUxgMvy#Sw4_S!E|T=Pv**CK%meyn)K zx4Dh=`+glcebm?2>-jN0&!;!8b5=i^zjpm-=itF;7gBWtiwq!vT7&x>V()KX3R=pR z?W_P#K(N1(3j`IPD~#jQF$4fw&l`I;z^&)8Iul*(A(^9p8udDD7*bq+Ii41{d;%=} zb$i;6R!^h5jIV!vzg`{CkLh=pyR2vO+cAEl#*=5JbM!XXc4Qx~H~8a(S=&mqdO#E# z-L^{GBG==}64CY{(~~%Eq}Mq6pXRq&$(~!v^kc`lcKo@_Yr|~wE30Kd(~Ti?5#Wu^1wfz*FPVZN%Z>S@F^}3 zaA+K%gh0e@JgiBB5F(ZSv6{WStxwVLS;y*r-QYL$H~j}6K6)>*FWJ7&3^m`5?IbQnAa zoZQcT`}yS9AA1~s{_Zaie1{!lbN;^61Cvb`8$~~+zm4>X7036o z9mOVhwm&t#7+?vrMz734DMLUZjO z^^Y5-5H9E|1ZgKItvpNZhxD^AtPFsgg@cXS4Y-7!-zuq2Sezl`$dHBy~lb3J5 zTN2UJr(AEUnU7H|`g*1HDT4J8wp{=(DY0C(U!MQ`fOjsxwSTtj-)_tO`SJVp_3;wl z|Gs>=UyGqHV@KZi_1?()4;}~N=Xw3h_p^Vi6^eBS!n9`yWG`+b0)fXdBy zg+IN$p4)I*%koo9D%<_j`TlwTZnb0%uW$GAHc6jwy?E8>Psa)Hzdp(*_yUO6^V?a* z`>i*_mORSJfBF;If7$b2TYS5XV~}h=ePJp1Z{N5x>i;3_FN3zN9cTONsK4x~ zxBIthY!5bTgh*|l?QLHkq(9yCpFiDyZF>drdGWi*PS5B04YptC{ObgdYjFJnkEg4- z*Y~VqGrlPPbR?c&&%E6}){~cb&$tf@v0BoiymI}=oOMd@OG?&#;AKTmS%vxWr_j=v$@1LIj63{)fw#%=tanlTMv)udv^H zp>=6gXu2c$>+y=8-;VOfbX-S$KF((=i~a4C1;$4kU!UT=<3L(w`}5ZRw!}4gz>d!! zw{~yl&kgCH?GHcZ^R<+4*p8^YJ(r^ahlBqoDu(j`kHn36*K!~A<1EN`6n}cD{g%@` z1})x-<@h85pPDh8-{`nMRau_rY@tihB+Q`L-f-|b-@+cp#P?frud4QkiGw+}4q?B??Y_)%i^7E^Iy2BFS z74~1gJsSOwo5?%(;R!0mj;<>2f3k)MBm|F}K9TuJg&P6lC%J^gzr zAM9ZJ3&!8h5s}{)ss8??#p&{FYb|Xo@H_8sqSGetmQH_8`GVm^eF-NdgJ1YQP77xh z$~+)OVX4w`(OQs$640CJa%!2D>96gk{Q}o(^y)t{eFYUK{Pb5vR_81iD6cZu&8xv%tf<+mm7uzx+4yMTjN=gUU@K&k?8e2Do_IY9NhOe>iM=B*aocd;%T!`HD&I*^t`~ZW+lPaIk{s3_A8k8mR)$aG^OM8Qxl;)* z=&;p$wikyXTSf)Wl6XYxqYgdv%@B2sjF20k3J*yjT9!ofJ2g;3X2A@7^9JX`qO&6(}kx7o`d$kbnsVt9zdyCsf0pEkkD+pJ^3l71S!nI1nGejP>-@;(3-~kKPV5ta_*yqoqzh&Q!c00 zu}2=06QGOL2}KhuexL?O6zX=?W9V~DK7kITOyUs1&UgXOq-|IB;HuIRa5c>*s`#{= zjKE$4+y}wO#U|~pl`&Wq%mgr#N2F$gq*6&>OtJtaHYr{zdWb*3b_k_lKuFAFP_K}V z2#~0m8W4oU)a}udYY1d|8f2EJ9qL@ZR4|}8nw-?qD`1UMiLm-p;>B8FN|}(hIz3yd zn0v7za56v!10M-xM8WWYbQ0wyr4x#~A5Mszh%?RI6BCI52)#!jQz^`pA>a%H{b-C? z*Q6>5JSR@eL`O_IAr))Sa;4Ok!>MertZHntgA=LRkvd!C!Xz-BF&7E~6}9TA5f8AF zrABExl;C>l{8X2U&)`ZIqDCMUwep#0Gd;;^caxG*AqW&GSjy7trJYvhggJ?FA(0RT zp0%uFQ@*DE87GwaU#q==6+?1f!WR4xrH@Nwj}fBmN$Ctgy7`HwRHad9f}WecO! zidhAd=rlN!QHr#flg3qS#YwR<+d!fE2r1?~HRp{EgZ!TEQ%e_ae%U*G#v9o|iA zOktz;!{6*hv0~-YvND48oLzzzNqxV3-0OB9a2%50EG_|dl^LAO#DUAY^3xNv(o5sq zmh^ItNb=SbN#?w8s`NQOO#euHKtbRspi4%1ye5>0nu;*b0@|dke7hO1maK=+?28Ch z+KKKy_%R-frDWIoEPZ)OWEVZrkTFf0!;(;?NbMe!`#0d?_=L1nGRhD0Vaegr_BYwS z``kT9XTtE31ikPn5G}bx-oamSE&b(Z8iq)PCBtkE1}TP+lV9PDZx@MQF|)*b`<#j1c#u^>u0}wL8iIS(td)6qrIVh zkj^y7|NoCMdmO_w^8 zVHCJZ$8m@%0wpmu;^F`^w(rn>ieL)_T|TA88MWG^4O0R4y1b$F!Kl1~DFY-?k2tKB_>>5NK68wGy0` zN$RA*0TroX_E4IKzR!mTE!Vr`dmA z>B#U%l^?tWH5;0NT9`d?dQFlfa|0p}3eyV!j4gBocp@|r1mL_-@SJm~WnpV&2wGtX zMHY_`Du`(63FHVV7bkb26VRzf_MwIN2DiuLFjVl#da{p0iY4cSTp3&_3K64#XQpEM z%mmU}gh~GWav7dBvfh4_OPxa@g252Z@J1mTG(dvDkkl6g-UdGLOh72eP&hCw6qwsc ziEFh+;U*ECh?Byc{i#!}P$FSu21(_$%hla6!7_*o2nL6joOsqcFvFEST5@`vY|wJa zn`2t~fQZPj;J}(xe;90>-T)g?^$4(+f|2<^PeMKk4#8Lohzy;W3Sq=N!ZgzbCivtO zy!IfmOb??H+z>jrV6jd`F88XrpFbFUsGm%IH zVL%Ed6IP`(0;drSY|5UDI0=+(NJ0Qo_69&N>MPnoc&7*n4!gduWgXcg)5sQz>O6Ek z{k#-kd#biGDEO#60ha@no^A&FLXU!;Wl3VztbIpjlnOpd2iXPH^K>E=we4q9hYs=Y?i&>u!xRt_CveVf@xXI3tu8 ziAxAg64gmt8X!YKk7q__M!=M^*rW37S(oEw?itj zz}jdH{8kDdW7!`#?q}5~!b!#OUQSFud)sfz;EX5ewT zgG+fYz2MT+R~UD8^w}SM>-{WeJ3nlRcQS3U5fb+M^%kj&6}M}B{GsxFpKKRh{!Pf7$%JorA`NpD%_JB3&DO+0bp~V4oqAF zN-Ct6LM)hMPB4okp_5OS7YwPE=uYa89-JiP8J0!3FeNi!ayrDm<-p=l88N}q91|PY zR=*s_0(Fiok%1&h(@>bk%Thk_x>**qm!?ZB+xEQe+vSDxN$LmM2c$6RQcj8&tKBH3 z10+&NgHnug)Ox(p4^}}bg*pa=Yv?@N6BFFVZaWCI+WzcM^4))XD#f?hk+ya5Qr7cP zMljJ|zs;{5zuov{v&+Yj>a~#LsZxWPB57ARj0ZxIF^+azp>mdL^JV%6(hh#)zV3QZ z5k`me2p++f)*my)*3+|r%^*~41OBC+ju?7k9|g#ACGJ}Un- z`&IEQ^UgbH9&M?} zv5$|xJOFe%^gJ1fPKV+)nTS8+xE%<3Taih)VNIabLroRt0Dz1i1|VjDk|=rlYz)FR6T`g^^qFt_zP<2TeR`Sn zX=#_Gxj!ksFCVIN90p}=>vJzSXk*z=p#fi#&J2p}jPrpX9Qh_TG4}{FLr7ufgp8c4 z1GStb&Qy()$Gy*om>cHqkF>k;@qo&j7z;Q2MGYfk1_YD+{7xq8N3c9t;38!T>$Z5fd^p2ZyskwRFvdk|kW`=!XIX zw_KiMeWJeQ$AK@Gr>uW$=Yw#Cvfb*w?z9d5ILkIU0gxvzE(~_bJOhnsQn;U1m=?OU zrlx~z07X(u;w%)7+r_gh_M6a`X%9C^9w3J9J_jzuHIH))vsMaplygKl7;#9+VBcjt zGS1BZV=LWYo#zO8N_@&dQ9*Ix?`&DI_Bumq<Oo*)x>gr}BQX*kSSle-PqM>)UT9=O>gUh&-j@5bUH^8< z|26afX8C__@UK#`i6g!RI<)Jc1n^lf3BfWwS<~$=f&UHoJ61>Mm==7{75hEG2ArqE zkuwq*sk3yXW5SW?B+rzeX4u0XM#>8}f{VNPzQf_gxgY@&5r6=(1J1xn08(V_%R{$u z#z?s=$VG?8#41a|=v)n>B|yM_nmNeY19YH3RB%aEdS_uR^jwqT6=& z*qI4y1&FB{At04}4@`rJ=n;_ymKF}YeCo*&Y!-xwrBIL#69gcWrc%N^(;>`}Fv=`~ z$*Exu;2xRCc$>nG%s*1W449aihWte!BORPF6R~hzP@H4lB7AaSNy<4qEfI&?Sg*1a zqLXy;^ol5w)1mQ&GaSco^?!$?HUzQr8%YJgWKTlJq2L~)m70-}Xqv>vJOEteJa`69 z1WN)+Nh}WRnM`+s;Upf_Co!xmB%W#{BF)M7G_AO-YebBBTvLNv7Jw*0gcTw((Qj5t zCPgubKuM5DK+MT|R8NZ-F0fcg5>meoV?sn=R>5gSg)x)JFOSFw!T`#=IChL42&n(c zLWKzcJOQE-cBVekGecn_GZ)PC>1XDF=L!~)$pp;K7=h|Jix+SrWU0uMmW)s_7tsg8 z5f~QWl)QAWxJ}@Mq)AAnAWMk^0FjiLo?%W~h`C6B%q-z`p)zb{q=*23r&Hn&V>3Ze zW{oU?V40dTA=rPkufY)<01^;F5=yDSpf(sL803VY5&nSnIi;V23iP7)*tg)k9_Gx0P67UDvLn9jvHBgu|RUL*== z2ANY@sfX7~Ruq98!4ajR1@E&u7zt~Etij-kXbKTKx3Kp#;s62&VI>lR4B!F|3B)V~ zoW=xmE?6&WM2-d@a`vTd+1*vnaVLNAS@jUv75K1Ck94O43PmEEPzapWT zC!Ph6)2n1zNaacpXpX6zl-!MI5-!-76hs{X2ndo0Qqp92C?|kZ0VFJzHPESAxQj(` z-%Cz}#UP#b0#7r+{Bc1n(vKnM;WZ>R>(_K0o`PtDO2kT zUgSu!qgp%<>eOcMbe;sIU_u6BvVindq$@%h!_%|WNzP#l$Q4fu9hk;H9y2W>0+|Sr zSpYHd$7!Q*?Oa8`N|ZGLnXB+fgaL~FmU$%21OmmJ6atW(2$M{64-G;$Km!c(m;-#G ztqEWrSOr<8InRy735|iKyHYR`%ThAK9YF=c5dadBfFxm7mdX(BoGA%ROv-y@aS%5$ zOAUtvN%&!ErWPbMmD3U=lF-L7TMdzd!pVg*(zDKN%VbP|83|O^TgB#@J*(A&$pH;g z^0dVCEo={eI>kHCmh`IrYm>6@!9$|KT~GCBQjjU!!hYQ43?fm)YMETnB88>$Y<~*> z-^m{f{fzJzu0QEz+wj}~VT z)~D zy7n6>$;r2R%~{B&fm+I1C?wpZ&>;TRn~0p+Q}{Z>V1>SL;h6pq89tSPe{i%&1fX z5$WUvS3WfMZEwPKDWE;gaaX*BUr`@2AH<#*nh@0`28HKo$G|Lov?H$r!8)%s>at3| z0Gv;DUCQ&-CXR34?R?Lb`K7UCu_0~%pu|WEm*>K5ox7Jm?d@jzT_3@DiIPxNu8fq}+hrgSMjLJMhBObvQEO%9c8oE% zvpO?hJt1Qw%(9anG|m`#W=*IxxXuiXibc5?3oo6?b$>ng2m2L0$SgvKYvNAbpL;uO z1jdXs&+ud)c?=An{-(ija z9?SpaIUI5l1yrP(qySdm&1{T8X-elr!BC8(S{6u} z5QX6E)pcVu_ag^VhLkn%Y1-zn;17~zmxv6|KqZpIGC?${1~MQ~6vl7em*O;CG+Bj4 zkZL_UT?arna_b+ z0-#y=;bu9Z)B?Kk*g2+?Pt<`@C2Qe$`t?L2I%e8XN5~>Q>2~rlQ6WLDw_Z8kJ^-O# z>dg0m1Sy22S19BdV~*2S{W@Xd=UD#9`SS=jzf+r-uSj?FM&2q8kmu4qFKy^MM^H}1 zzzlbBi%5(tCKDiHM2HpSju1uCibqG zRy#0Z5l_X08gX*bNF*j8%W!TE4v78GWC)>J1%=I&Wis=*jZh;L0U{5h91@eMet0d^ zq-hS45DAXm+@YjoaZC?O4y3|`u}Z#efo>Q8mY5k3VGy(;EmVRQr#z#M87V*jaC)*D z8~|u0rj-7pOCE&e>eDPBf(ue5Sve(Q2Du0@fm;G{ZEg06XbD6MVPoQ&P|aO=gC;zg zZ2DB9L@xVzK>G{<7+8WhDIKB^wI2)&J@wQWP>>PL=Q)qC696)ikdlyfAZpIT>otNc z5rEj8FcTH3jTo6K1O-K;XB2hvNWzC>0bCr4PhzSIxSs<`Eh0a-<(*57HOLFEzL@DQn!I%5-k$J05ib> z5DP_ylR$JZhG-O(kunqvA$$S@WF`RuLWpIJsG5-i?Lbz76k8|;6SLf#zf8(wMYDL; z?1_%BtqmNmZ!^Pp1V+4WGaTnaIq+U_Nmw-=HH+hI%10;06Dbi9sR9Uj5)YDjy$2Do z02D~Z6eN};II%8Ak&~*P;^U}j(zI7rV1_WThzO&|KDCZ~ZO5}|rW~zJzJ`Q zu%4KXNdyRhj_`v!w*+agGdr7IG)rcn$CH>|5F=bulcmB^gJ3uPQ{Y+h|HsmwEXkH- zXPVgR_THyaRWrNyx`%rNB7w?eGD`|Iq6lXka=;hnln=l;MY5!T$^sAw_i(?BnW>&; z@6~Z|@e1e2QPH*5|9@Yv5b5lSnJK6<74T4>BWWe~&q!g&t^HN>t zFN|66L&xim50k9r&z)}R2zjCp_8`9#G2{c15eV`7@i!tg!!ixME@=&8BR$6<4lPC@ ze4p2Sy#&mDM{x2=m^2Koe%fVp;TW3M&n8-duFmlNqYz-gKml*ejlczz zNQ*F45dlE8epqkgcMN5LMg<`ykTMh#0JWKoj@r>U3IRy<;ffeW*&{W-JF=si)mv`V z2cXx|3{^W4L6OW-dU$5Ca0MD3m?40JA6zCvfh6<>!Qq6Fh(zIHiXLhnh(VD!CZR2= zA&Zaj0a%<{i8!ViT^Q9dQd%H(V+hgf@DBNCdd4gr;|NuP@YiDFdYxg0rQ>}xGNr&?3E z3~oIA@jiB*MAo(3R`47Jxd0aU_2-K7eA_$%e*Le{e|drO_V{m~!JH$EhDkRG0;EA; zp?l62?v74GQ?0E9a#&_cM3|~TCIW>|LPeIxl!PD_tVuz=@LpxiJoeg{B!b8U7*T*F zvCQLVvX#aI^xq5q(lCpP*!8uoP@i{x?R~8H_l!C0F8L4hw9<}_!!R1L4~YAo5&dZ? zKEQXWNZ5!ga>Y_@T=%DiOP>dj*FJGYm|xF&xmF(C)m`Le=%bGfK7o`1r8qIA=9Y$g1I&E<%1Ip@e6CSvGm z;3p=UO1;dr5T%dzZ|9@v#}6VOmi%GJI|(Cltu$4J&aN09P}$Knd+)#w*S0p19s>e_ zIJuNo>ohSYhjWCEIzW7Vf!ovR;v`(!-c{P?%WH$aY)`E7D{t?TJU)Js&FW)7KXkEn zoeGnNsoB|v!;oRSy6)C8Wkf~n+~&3<&m$dTAP1mY-y$ykeAwC5-;zz?%ZwthTw349 zxgC$w&WX!Xg~2Tbzzgz85|p3Ze&YC08o0kLbzHt= zC3EzG*SnifWv#89#@d788~M|t*Jb5-K1lW$u|J+4k7e(*5VAzT)H1^tEg+Kkx#Mow z2S#v-m@+uh1G0BDJckc2T!mUdQHIEn_eDN33Eo-%26*lP|uKh`N*{T*sZ{${YE?$ zUNFVXfUz)Rk=o?AzXudqo-H#HiOBnjEs@gQGs127er8AXJLR(nb&mwpbcFQqbT`4d zazoA_&Ay!{3&PS;o^HtJm$!cG)4Ftl)4R;|^cdRb5aHrsI*bz<$tJwM^$uv<+OOkn zXrl8F3L{0E2$G`qi3 zagiTA_6&`TUFK!*`atFzQnD1l^+2UrqVVQPqGc6#tE8$=Ret%XH6u%D>f zq>OrXS40{anSn%rNJJ%55G4o+h{l0;<}UQkd!ZmK6JqHx49&^}E0_COSdb_j0i9xm zh4md#086@>4XW5?a7IgGNdm+~qLSYMR*1~VVU*55Ow3{I*7a-@QX>oCXw#8Q}x zPz!Jm4{(Sm5exv5SZ@X}Akhm45sq}ivP{<_-v|I8AUu6oMu$)v=VKFZ5Nu}QCWVQ_ zb1cIwEO{^@5cPCL@@4XGuMXbvjA}xhk>+s@p9&y3nvjwJqEQ8i0cWKQ4k7_&h9FX+ z&WxBzn8-i{L5K(=fD^z01K~m-?oLrf2Dq|NF$lya6iIMeo>m>+5+ac?6@d`NGtc1e zS+@)ibRf!t35IOKvHJ|!z*{OZ-JsV%_3)*?O&t-6IRzqAADF#S+k}aNP=uHfVx(JA zxUUq*89`1oOf2aD3TDrY@PrhA!dQVo5|{H-03!&<{0`M(bVf=Au*4dah9eP>h>6A0 z0Gt3B8B16OM{xGU8ky0Nc^D*+xfO7kNrMtbvL-zvOoT(Q4n2bt3XU+stc(%p!zF_Q zAX76CiPCn1__2(R)vlU(3u7y0drCfiXgvaemb8`UTazY#hWK*(? z)LbG7r-%$lWD8aDDV$*p)`9LM+f>)E1VSVZrfi4~v`0NJ+maxe96<&FndnKBeWGcI zIIu3Du4lYCL^k?pl5>|INosv zWMXT@Lo`m&qkexM2;uHpNGc)`5+cXR1yWMo%oQDi(10mJ0xBXKc*fuu1$AQMb(6CW zZ^k8&90l>5IK)m42x8zciEIo3-?Js(MNK&n24OgbAh5U~iVKhcaR8!!4+n675zc@_ z{0eU7%Q3pGe6#^8Dos1pJ)$Gv^c1*a-YYmqNezNG28lQi`g=o90W1lS;gsGe0jS?b zPGKI98O4$qweh3fQl=buhNCB*=qx+7={$YbLn=WvAMAH4vKM-O-$KYIFld|;aT^Rr zIj8YQ0k{Ou?<##;#y9r+ZA5|s?*Z?~!Q4~45KTPtlpztt%I*b7FJ!>Qphegm}3YsHA)G@kde`pxaoy0>joiZgrf>U~+WCCSL zkPHZm7~vTMVo(tJ0-1qkF@`m~BS*5ZNE0X&PCD2kmZ$`HR5eLgo)Nv6nib+89{^`^ zMzZN-ekJPQ9Wo`65j`Bj2|@+F@9GJdK_mjqgh;6;OCSMMprT&Wh`2DmN~ok}Bmg;L zx}obd<4zTzP#l;#WRB7Z_BvG_;KyNO09WAZMjrfFT2XU^4vDVh3Pzc6Ibb6kR~CS_ z*>rNwmt!qLzeaB01o&(`b(~6;fFAZr5*B()ha?60r|@HDAQc*$e;> z5g4E#S7G?r!_Je+~^(kYv}9i)Bm08ha>mMZzZ40x!U{QWEzi0s3vpH7hHeD zUTOPAeZS9e_0b532qBSJre(f8?T?3*^)_9fAx`&ml^VC}@pI0Xt4N^p5^9HN77_v^ zFNbhlmKp$^q*Z1BO^Vm?5)G$J4f37TZ8m2%;u z^}F}&j=Efb6n*tLT?=BiHc22pCgE>%b^_#9&RSwBfteH?D>+XQ#IA*aZ$_$mPrzX^ zf@&!E5bOx-!zbUS+2y%f=7`8c3+7a6l$;k9pITu_^o#@pMneP(7<#G`;<`*3NXM>- z2GoNg5ut&fIJBnVv<@<>rA?PITo47rhJNk$`2jqnKT*h8#~p2YI9-$pnG?#+rIf0P#5Um&>)Sx8^V}%$p%1mqhMtEmum3b1YvA7GUGt*;QCHeq=YBeNC_$y5 zv+k)QD9Fo{2$V4cEX+kP2@g->9uO4HeP_HQ8u~(Zn?0$US^z@u_r6&MYCQ&05_pM| zh%?5ZF=Xi6*o91K1gBxeLRk=5R*FHXU?-}gDU=M9r#l1phwh^`tgF*R9E|hpws zP$GjM5@8Zf7EX56sw?0(!@~uNTqs%`l-9gF-CB(8ujl(a(9=|x1m4EuY}Bw7YJNgL z_fc`4FS0(jdo23M+&q38u*~ZZBIR-4ttG+}u}THPrJKcgwQXzl*$7Q235ViR1ahFN z(+Y${0B90+4#ksOTTYU>3b&wsBuhdF%2n!lSaf#+Vlj8MfdH8#WiB0}k&*H7Ci54b zztARa|Nm6_A5;8RvWVn&GpW>=YZFGw?>h^OaNy#ll>IBEVm8l8D2NwI_D;O*8W~&0P-&7ptV!`L8P|k z8lwk-my8627&8bYB!UqnyH|`1(EhBS&6A*%l&a=wjzik=?u|Kxv2Yd$b>*{HiU#XG z41^6cAPS)b)+Aa8nK6SM86#5@PxX`KM@f%b4SAS5Byo}2Fb@d#R8J!a1Y}4`ybo*A zA_}521yPs{bNr8-s|Nx?0%QadGMa80oo!&LnG|V(gyMx9gp^1jfm!BO5(FFvM`9vz z6D;4CEa)THxg;8dL=b@kVp749wn`|avL)n^0EiWO58b(NIDi>4Arlc6q1v|$(`HmM z2s}X%5_xQ2wPH*_1YxQg0W6idCSu{Jgfj;VaDxKKyVfKO4qz1F!7_5P@-)>@J25Q{ z9W5~cgD@crp>a%*ZkY(^c)BEuLpXX!hIbgJ#-Y_hrjI?sg0MiLhd^#V~lltG*_ zFnTC}0#wFMc_N&cCuRpb*ap;&=`|byoFEY=!)u2cR3e1gkvo=NWQgO0ET8%;&~;Km zDq?^ozdXTWil?GvQGvMzH?vt?$5^^q{Q8GRzMu=juAdB=&Mkw2bCX1Sx zrJ&S;oHOhfG;gwxviA%{^b&!L<5H^&Ed_Hzy+B5%w*&l8d5H(3XZSEac{$pA7S(v% zjElsSV?B?W9cs=APg_Jbik;{H^khmVVq-GYr|DD(n>7R&38!wcu(>w%l1I?lQ+j#X zo~Qoe^}JfRK@5Tc9SX1nV$6H=EXVX@(=DR0Cv!SmU{RU|t;T}i5hh6!RObT-fh9;H zFg?HnE#%xHo1s9ajD!0@8kAz7Kx9o+CU8j$ExJzw&mW@I%q+*?;9iTTRKrNA`~XkF zyOaX>Y*Y|_LO7BrnN6C@3RE#6ZFK1d8OV`>@x8VkbmvgCkdd>qUJg0V0tpiaJGn6gqE0d! z5zbr%#0&vrp2j>;VDvlc4EV`wi#j6`(wE@SLS6_mMYAQ(R4a*}N2$$gQK5$QVgTJn z?{$+lIQJ(__V!9}EQfs<$5p$_@_P40I<=OP8MX_@wb&CzK#x_mj-&&O`zjPCwf%2&pZ=v{m-@p{B|NCdndeH1SGI$$CoP(D&#Y#dWocZYs_^MVGz9naI;E76CFJo1^zhQsk1; zP9>ytrn4toZHXhcLw0B{FiqXZutOloI*cwz$c%AjAIKMO7X?E{)Ix(RmASRKREP+T z3?^9@*`;ms`T^-_m=ZIWe%ilChY%>WG(a%Nh^jH~h96!+gK;VNk|9B7B3j(qELCa& zW(TL#2BV~78q7GinRyvQyq8K-t?2Br7e5)>^f8Za_IMi7A5GVj(mSFH71HAOD0@yW zxqP49UBXHRnOgvG+2<8?!0}4({rF}apB7Jwr23881#vy`Q_=kO-TrH~v0vYeNemDl?S z4XyJ8tM|_`;nlMXcx?@5<)vt?-Z=q*jo2AM5NS~CW&cdMVeV{uHLV$dmT@u_3N4&m zM6o&+OrpSY2$pUMLY_nI5Og}PVG|Sx#~=ZhwW5?=2>f% z{hf1f(L;wp$}ChY@_v@K;xp+95?($yqTmC10A0L9t{77>EYmcj_UvciwHcIifF4A_ z#B5wtw)&CtK>ZfJB|{=nWbxow%SZ_b07WB)3QptXTn2K^9L;)rm+83SR?mNb>cn=Gy$5G?xbh2QPMqhWU3Grnp{c5G{Cc#LXZI= z1s7n#GJvd$|(ZZrR+n%z>oApAd4qjh+||K{iI69kQs%b zdA5K)7pir5U=V|Nq!B8h&&yHJ=R&g}B!N{9p=etNAj`0DVygr-3kIvd3yYu-BNy-l zRROqwIC_u*8-b%mIHfU4VnI#sNu(ss$t42LHX2s<3QB^!lsYk}*~8^_fIw^5P;-~e zDNE^+0aTHSCy$^AL<4b<#JL~~1W0z!0ZIiEqwb@k*hmzlmY#+w1X4_+dQ|^@5CuTM zl0oy9N@zk@s)VEhL6f$Ubikr90bP@ugJ5lg1#?Pr#}s6eP=cLrXZ_<6chJO<7)S}8 znrJ|tum~F42aX|`l-0{?u$-+UC%9*LKw3mvGV+!G-ZZ~wPow~4pk|>-xk5;01(}md zIu)hK88E(gL$Z4*5=D#Li+-*Vp%5$^F<@D;Vh?o6Vkuw*K?nkt8Zfv(#z>3+4s6LS zi#UOyU53{0@rDRaAX8Q?kY{n7#U}wk8ALtH5E^7YA}^310IqIiBg2w{Pota)O^vTZf)Fg&fengz ztxDFEI4XFBN-%XVM{E-mOHRSW!yqeC&CHxKUoSaEf7x*f>g5p3^(5C9QVxc*fZUv3O<437fOkd*j9 z!0@T2dLH3-@R4AufZ7<^<8rF zXN${KY0ZAtojrq(;2j3R`xRgk&RvcZj@Mj(v(dqQS@-L+PKCx;3=$*4hqz@yWkQ~y z#`XE~IAshhhzZl_P4RtRE}GZ-INNw{!{6ZjQn#PmR7d@6kqM<>iOh+p6MFWOvJGnI zd?UHB^@)k9C_hLgVMSN~9nmRmB5KK6&@-KZkOC;wQXwd6#{h7Kv<~AS8-*)M`vMw( z8SF`%QXog>hDl=$2M$fEo?(RzKt~`Na$*i-EoIgy1VZIyx8E97!C}BIGoVDmejd&T z;*?2lL_iG@(A@@16GRITlA2u9LnE_d=^EYvG;QlE)>oD+<>;4#r7cHmKD;Y8IBnZT}GEQ%=;w}b#(K%>6`uw7k$&oR;T zl67Pe3?w;#Zs6nS-+i;~B1=oscOwh-WCsbFnU{op-%PhF{3FQkhrN!r)N7kk=6$=J zfBk*^2`4IM%j2Z*bDmvEOaj_}3w^Et z6Ta4bm9a)Klx^ES5@6a0>nZLP9I>0;wln6^TT_8ryk?J%hPDPlwXbhIN(En{_>yxd5Nh!>g6GqPIHhk zL#;8blLVw$1|*3GZK{uB`*gY2Uyr(RzrxOs=~&`+dn`ZJ-r?vDhhELduscFOl@aNn zJgt{gCMZMD5iZgo80+YwL08UK#9v3s8S4)W4#D6=P0F0y9_%}O@#`Jo2EI_Rry&tu zUgqWF+dWotK@Gt!)hCjUv4Q+?LSiYigCr(1*!j4>zdQX+&JXQeogOM*VOgO(qxt$) zl9xJPq^f&nbjX5G*nN9wpWt%6OoH{X?c48%;W)mnZAO_*^Xx;l&r6#wXq!wLNu?7U zONq*8dd>FEGhJ>p!cMCof*|C~MdK)Cb?`h7IS)G?S#T~i#(%Z)p8Z$exwcPZ`ULr2 zLVu5OyUdqqDLxPE5ArEuIY(O6Nd`|=V$mYRU2v=!KzjD!8-h=@f`VnHCpRky$QOVY zjVVF7_(IEUw^R2%HZHl8S?6UKYw!pB*1V8UCA-ouZT|f_Pa^*!`H!cd05L#%7Qlu) zkwCok{yRV^{G%~<+>#5^k14-D8INz<`*_65l&f&&9Q6KtMU0!MP2E~!w%CSY1v2JfmLp;{jCg&Om)-_!XQOzlR8U%$?*&1?~4?~ zm;0c|v(AU{>JG_*m=J-G6NwN_u@cqYyPlrIf|Og96^7jeTyj)bWF~Kv1fFM@q5^0I zYwVnv%*o7iBX_YemuZ5D_8wiE=+pRMG& z-5ZDGbiTde_V(#o4TkL|ZJijf{0yCV57HqlUSmMt&X8$ax#7NW&Rpg_!14<%Z-CDU zSI^H1!@UHlNGC4H%u|hpfip6(NP5K48AV)UKOpw`wpJ|T%+!RZwx8dc?_5sD=C zZ};bqKPXYeP#;;Lw$cXJzR6pDyHP<;-rp|w=Xm?!^|!ZP7XC+f7|8<@Se#~yi~CPM z%)cL9vnwSt3m10bDCBJfc;va~JJf-qdtW7=Sx!)naJO)AWDpJsNW!7SIxSo#v12?! zdydO&w=TtJhLv#`i~vNab-MqK2qss>n}uthEw&jB<&qvgtR%Kln8~#ZBOH;!$*hb6 zEEpP-j(Ck1X_qoRnQKduxg6DCX+M7XKh5Ka&B%S8iHVsJP==8jWFrD+kOX!wk>76V z0JdW~6V?C(o;CZBeqhopwQ=Qw_k%)XJLXm_(c}A{c5t&k&g^AcohdL7xkN(mmRYCi z#izia?{brbbVwthB89Mkgwp^ghAI{L9EXJ;->)%%m|T#^(+=(OJn3+*45WT`NnQ8` z$*&O0T%DwQAVCo6z^((@tVD&8IPTdGjCm@+@WaNLJR*>oMfRgd_Cjm&pvutD(@~)k zqhhG8(^Jpmbf>6g0XaRCW#YyEl-aSXMlOPfW zVInA|0X{Q!aYo3XFb~6yvb@X5)M~i*OeCU$4G?)cE~W2^J;fB$9U*{_)hEs@NX%jw z;XC$@W?VM}kSZ?W_~wu+k6O$}O^k$Q$t8tDs0WUGe0(RV4h@NcXmt9X<*n5tB2s{^ zT&Lu4AaEd6CL#b2rx;)k9vHmeN>l_9=|HEI69ZBJw(G?BB>W>ng_skB`WEnxUV<+w zvRbVprV%wFQq`0#rYt2jJO+igBBfDQ(#eg_^-VL7vB|_vpyIH0xn34oypC@tR2fs* zx!~pHHMF6Oh0n$m@bb{x+reYAYVT7WWk21n@Zn+$j&~P(%gm3D(rr0-iV6hI8^bX{ z{(hTA11@kex;#qVOF$j1KHqyW=3I#u=0Z3soE3Z08agSoeZr${$m8bab}mPOlk-?; z!(g5o-%MvLpKuk(W;i*u!~zML<3arfsnRy89S!0e#hXw9l=l1o@d?LV^o)D+Z7m_` z>m%03!77Dk=J4DOK8{)+%d8H4T~R;_;Eyn8DX zjny}x>3*B7ja9=~h%H%N*jmQCQ+rQ1pLUt^8R>(kmige44@H|-t=aPw#FjO8L7kB= zN$a)GxWkFy1vxDpw(0t~{dD;&b-}%%O3C^$)@Po}4CCqT7geEhD@{-M^&QWsi`2zy z-+8*%+j)ET>*Rc*Z^gaVYnPWhKb_1q&ZqG<*+ZMX*W3M4?icK=pd0&13^-N)Vi=E` zZ%bVXUhbSXW%z`1shnecY(S`M%}~ z<$2p)+fG#@>DN8#CQta052a~5)0e+?_#ZE)Q#_78__wyxczmdQY-I6xdNtReX3^%x48$Qj0?aZ#qZeUir-K^WBHQP z9oav;zFjF}^mVuP^t@j$rC0XG2XS*c^jd;)dtJ8s9b_8;{9`uGhl zAI|*n;AbU3HyD%H^=b>;e+YX=+vxGk{Zn10${oJE|Jw(ApTQIAH?LasdigfdN%ryh z3+c@Ir>Xzc-dx_kMYaC(vgO~+_+H}+Pi?|de*0V>Hcvl&`S7HD0$6u(qes)dY%%8t zuODFhHh=xsr}MtxM5+eHte ztsl3|;s3D%KILPHH(j7YTfU~a+^4t43W)jR-Co|H(Usc|eqM+F^-^>hE9w8{s_OqY zc>3ucpWGk+zQ|i${VR>np)a4dPcMHPsx#tkvRYNOkY88kl1D$+)DMLph5qux?Jer_ zXYyZPU$MW|j|Y6aoxfas_fIchPlH1Nb9#SUx|c*0f4lrN#_v!4Z0F^5EZg-KA3yB8zVv?|^T*xG+I7(bc*J$>`4h@r?zbteL@>4E?LbWZKh z|7d^vO>Z9>t^3cvxBgP*|7ZO8r=#)efBHxawZE6S`(KvV_jX^tP5=4J)3di%#=k0j zy)V!C{rn4#h$i!xpO5x*xFG*$t#Z&9@Dws&>Qw&@&-3kR`+EDd$&2LsC6MT9msgP| zeSP0b(sX^knvs|t>XQ!o&gRk+^YyUm?jh?!%bcgwXB~hjlY;VJ7EFS{} z{7v-t(jPaNuh%&S^g-#{>|e|KPTRSz?^U+VmD@*p&>xie{Y?w?A3i-Id3*ZwFarz0ORy>Gxn{-=BUe7h;yZwY6X)#+Nwb-N$mKK#IZor=tG ztao3wk7>759i?*nHjj2YjpSdqIP>LO-U9G-+{kUHjf!Bb(E>mTArHNqu zwESk(S3ga`X=zfH+UI${y_^S+Y;7KhCnQY*F+lfMflXp-1Zx8#vACwx-5>NGq9@+R z()+4MJc^AMhx_H}Jxj<P%fK27b*S5dkC>6I;`WE|4 z@|5L_^#jZw9{Tk4{ko6RGdfmSKYw`Zb$y(T>18e#wFBTZcn6vbt=7r96#_KRJ|yh- zmqZ@uuad_kXAqt-Dc&yh#Q+9XlUV~mhgjUoOmUzTpyIg$y%l*!O7KF(*d8;EDFV7j zfE63lhI9mM1Xcn;9nN4=&QX=4T3#~Z!27xOlt|53n(jGps=#d=Aciw|vHh2F%XX7| z!gI<|2^Xn_nZK=V=y^%Ig5}sX9i|!Ua!TR>x1P6gO8>p&mx^B`K5uY2*mGhmX?=jU znVRVR!{`4&`!3{3kjzNr292l5X6`8YwdRhw7ugvn_wj>0wbH}> z;p}y4K5(4KIR})0|Kec8kILJWgH1>5Cm+bOV|ARz)H-Elt}bzs0zxg0(J(5-Zrec} zW`yfRo>gtpoUBa#RQ$)(pJv+A1K}XPXWrFzidy-38qw;tR)9R*ywFuj&2}8Db8BdP zp02g|+WG`BBgz8{InamzfL5~co#J=Bh{VCiyV#ceIE!{6m1ThgkN2hlp@(f6k5;G> z>;9N?D+kI(m|Ms9b1vgWE{El5aS~gtFcrv*u5lOaM#hv97*04itui#~ovP-0^XJF$ zrN(W~UZp8gWa7ie?f?P=bx}N=dOKy1crBSq_l@8j*-yAoe%MjFtNRrYg(LDDzF;{K z0w53_5fKuRiCAaGY01LqBExD#Dlq7YB;*8WKm*+cJYZN@Y61}y%8&>FLwi zCL1~kVT}aC9VC%DwUElSMP{w51efD`ya5AXKqR?QZW9d^JbIa2Pgr5yTbI)pCTpAmj?b z0E7r!tPy6-fWSBiM-fzJb37d(F_O$>kS8W^VhNl$h(Lf!sQ}EG4P8J2N`f(7EHf<# z8(4%fdI^TCR8-LkD`I9a01;OA>NZmfSoWR7an)iGAX;zy?$QFed3bJ6%*qRE4 zrCS8#J^l0%>Iai}cC&As1r#S}L|CH}uS|ka(_1PtSy3q+qeKxdTriZ?)7^!f;U&s3 z{1_BbNQn~N$+{^UNsi0_Fbra^n8rq3JUb;C(6&^LaeF&TR9e>2!4be6)F7NOLZaXX zbc9MInD3^ULE42GmJ zMPOkn1u1=mX{drB2GbaT8H|x2h$sbHWog7n>?l~sOMoLrW}>$Nom7hks+{ge7@<#$ zX8=Qx3}=8003?^pHZl=BQ&mxuQ3C|nnlwfS2F-K_KMfr)hh1JqpoW+8sG@;Rl~%~} z!3e~`Sr=>sXhGO5w#)pmkAWn|Dc0EeI_8gg{dQ%hAEqe210>rKeLC}6bAo-D0&iHJ zsdx2bhsP-Im;5u+qsm*hFe9zDP_-b8#{$i$Ioz1`mwE1^fs0Yngl$Gx65a8+ z_OPBs5U>RHPek7P<>a;x6{7GFnTNiTScYifjMyhg(C z^j6q>Y)2RG%#%!5Sz0Ys$TK3&a2;v`VzI9pkHg;$Z_nk{_(lg#4?jB>FX^Q?6|kkA zhzH3V;L0`PH0mA3S#_`Ig!I=xt~etS7n8{)kD{l@?|S^$F5iA2{Bip*Detp?UZv2F z|L}!=pB>3TJL2mQ2b(LA{=vTN`BujxL8(rqTp*A0;nRG{U=cFW1PeStEzW~~e12`* z$KX<_Oo|yzeYhPDdAdw>TBb;`-uFD`#&b&RKnR&af`Or4Wq!Gp^RN0AhHZJS(YMfk zj(Qv~3hNoKv(W{pEuq`(w9#*Q3^<58GZeRl&?5bpZn$SWn(_xetP{D^M5%ow=(z3KbS=v ze@W+SELv|^ALbaNLw9g+C=U4@wBvq<;yBL{U!Nv$+W_wp zDUfQ|$LMH+UxfQb(;4o!<)~O|uYQtW0VC60(##{lA(4nu2rD24O-^T^5ELLten&n* z!bK7}fs7&(xLw((ZYPbS!$aXK)~D9~*!1L#RA!iGno_Oxv)VC6Z+LRjoRFznQM{P& z{dw{TCklrEOJ#DXW18PL#BoNrI5i>1=0=Z)tjAQG?Cne-+)UqSSib-5QNGXwT+5zz zhR@3dti5lnvH_)sL!bp2w!rq@xBqhI@i2&!foiKzFNcx$Vx29%C0OI<%7pD(Ki&8C zJT>E%R6C_ZKr1}AXi6(RdR;!rkKS(Qm3Bi_8ER zdT6Cw8}bQAdq#L7%>^n&V&lZmBM$HeKB3>30RhuSz9}E1S5l`NtrR{G6#7M^FGx3FkG|3+ZU#RDHY*C1Z4I zP!(4ED5M4$A`g4q?UGQDN+nY zV>-|AbA`$T30#?gnasmYze2=RsI~-v^rTeGo>oRgWN;u+sgt2w%H9Lpmvl}WW)=t| z!Y~wl@){jnp%tj<=*a*x*Eik^3o;3)a5$bBsL0S8g%B>DM^8qo1;BJ0@SQG4ff!8g zkdVld4OpfiPE4SqBSMxzGDkx!{ZPy#oB`7fnOJoaPa;h?F_O`V2`Ni-%Roa6pa68t zE`Nx)J*&GddDCP(Z zxr}-_NnSRDOn^b42u27Vk39P zz=>D_8xlnF(CkW7mXkjEs~% zQ)2pQY8+5P855&TworP_is6{)AdV$fq`m9%f6%c+)GOJIFi9C=K*oiR{2$({~RIoH)5C;k; z*NnhClmdwmz$1eI1tBRif{~L5tT^F!asfb;Xi-Lb0BS};3Sc#-jBoiALQ&hOP2_tg z8ifRKATkO8vbzL}SM&z#5lM*RjvfJ+h*~PwcXO(P`6w7d)f-A;r}+fuFggbWGGtLL zVI@b)?xtYGgyG;O2~BDZOCU>0v|xw=qrzG8rp8lImSjn;t`um-n3$9piI9MSf+86O z@X>s54PwfiAZjMWY&m)GP!3_P4CsFB5s`_Jw~WZlzya7v7$`Eq^m9u9HegDu3IHfc z6}={QKn)tf2@L}s$h?-R2Voo&1!eOT2y1kE4X2*$!D$)bLBNGBF#8yhC_wC*gaTP& zkjH}=lEa5vkPrb7MnY~V8A(T?28ufFXZ;3duPjl>AQJ!yoG>C4OT&Jo4)Zw%HJ^nX z^E_p$SQwZsIJ`(SOYU*l(QulvNgxLyqI1K#OgbW?W6@ll3>_gc2gM~U%m5P50GR?I zKw_~8r%@>fE?+N1$NPt0Jk}Q~7cfsBsX=E)ux!I6LEnPzLz+5|&@e_eVPv!z7m5vX zQp>TvxAIfxW4=3UCW#6wNJ*hnC5T8g5P-QNpr-8*!N}3MNK9;y!`vJQ>&(2WT7Yz7 zBSZq3OSWRkBbdV2f>J5dU^se`5YL_Z$yVI(zRPf5s$b_MO(rAhz>)3%j8QP>6M`p2 zH^@krD4e_ikO)vs0t;7UF_AHBC_rg;gN!`ErNVPJ`};*@0?F}ZX1+S_Dh8ay#@ zx>F>(5!CUaJzg1|1*^`V_xbQE@$&ri^>5A%^xH z36qMOb*uLDhbIK(3~L5@kJCeEdrOA1ei+i$9YOLO$`8dEY^@FaI({v!bHu6nK$>g0 z+@uwWv18*v=(B|ebC+}2`F4*Fz0|(srO&m@J|`3`>c@GPj!mhu<>YReyDVku(jWu4 z@-#ycV?=>c>V?wY&qd`r#dd6`jSW8?_%qOtyA3(^BrAaftdJwxa=FId^*mtuc`knz z`qAj06+S~1q~=P=iG>6gk9sQCvwDb0#$td0-tp}1T#^KfB;(;hM2eVQp~Dn>Hr7(m zlTWl^CzCxhEz9xr=jQ*zdq2yk3w*uw-#30KtqMLPqT54NF;_8Rw7vN3t!Kp7yFGm> zyB^SQ#|J<;B;j$d>F91jJ#sgh>`N^&54X_Q=ZwP3d4e8d9oz=0ArFc`1Oh1~ zc8)ATlB9v)%mI|FGycwaKmmY8%)k|}R&j5G&zVoDidWbb{&qr4mygu{9mCuiaW1gv z`H20S z5U~J-IhdhyQ&(@dPtPZQ^?p(cd9B*$K^J;civgUt1WQDR1cV{&4^i%cU*X&m5^#|! zxd83E=WFO`)R3M%o`&olj(Fj9vx`H7-+fC)X^l30%rG<)J-Jmb13+^E@|i9S0oEZ5 zI8YK8t@^V!07mn4FQF4Rbklz7k**qu5DCfY;C+vX*GrkH&0M&vpC<`=2}M{tfF;Ct zvvEOb>8zlVZ)6lsngD@DpqzodjTt)^ht_gp0B|sqQU(bpb09lHFhT=?lqzQ+Fu-iU z?k+5a;M9lbb)ZLO5cEUZ(bc!VC;hA}in&@Qc|XtpB0lpezsqISob6VdmgK zh?D_-W}y05y;iyQ9^PkRgp|^h`$%sSY!ON?wpW}X;;=nxZK$un#d3ykDM6ari)n;?S0I0J$IBcuo^I zkVXtBnF0|6$_e5@=m{P;B0VzQ(KH=kFt8+sdjONLWKuX@DhG+7XoRL=cu^BuaOz=3 zq{8W5+$lm#OT8sREtu?)PUa9Q!`>4CA*d1{GJ!K95E3OipeJ?nq5;v922n;3G9w~d zPy!K0na^4BF|?_-N}@$Phy>6yl$#+VHEu%cU`JR6$XOvfM$j?WzA_Y;559h-G)I?+ zh*Cnx0-|DygMmXxA^?5|MH2{SASWUrGN%-t8gatHcv1Lbl36g5GMpNgOveE840BA3 zBd9~nsT{$m?~#;9DG1WAN}^<~(@~10g#uYZAP}V?bmsz*5qUCr#?q}Yo)=082u(C5 z1V~K;D!>yL0Cm8E5aAiD0BI43-;zsWMJ9?Vv*xG-a_f(VGM4tn85) z6sW~gx?yHkk}6bG1%MLpKPu|UV3b}JMmrcF@wP2^+s5s)y~{@qWaV@!BlrZNEG4ai z?&qL^R2?L+f>+7LG)=WCl9!i>J@atjoFVDTVC;k9%yVm|H3pnp#v`%-76bHjzzwl8 zVE|2|G!Nk&a%4it6w|78DSMo_b^@kk8qQ$oosP&P)ndK)$n=5fWn_^@MMYyYFii}s zR0?ONrYTMi#egv^>HFjy)GbJ$3L*d{LYbfik$F0Rmy)%4M{yRw67+ez>ZO5fb?lWu zrQ9Rx$bJn3ABH8pc97Fp19u*Gws7-rGU43Ff}g3?FCl;|eI7)S}a zo)|IJ3CYXcn$?T8$aAl}&6hUayuZh8C8Yo*3f0E4^5s*?jjBW6PDqIaVT6gk4idU}9n> zT2*Qn(&E5W*FOOz>KBwA$PSi?5SXBT?tUho{Nve7DYH{M#-uibl_mMQJU$=YEL(<3 z!D)WlwzHpKrBoXkL5A$kW)7fbmVW#%rA5ildLG-j2OSNM)6ky(Yx)iBl|t3u7%TToE}gf;hLYXL&#HX|-ii=f}F*)ANjQ(+B@xB;PIz3ja7?pNIc?^#6m; zDt9=iXk{^LcVzhSq+m7&&PqDSkeIL{~V;UE-RFn%U{==WTwu)k{IU zMq<_-ISIE9&#Q5!Jz7DzF?BpN0%?+o!kh+5nM*0903o4d`H0Qe0+WD(9If=W#9H|J zk@U#deH-sms?JlT6_=UmXYkK9wy-;r5-~_Mg2v}$T|?7>EX3*rKW?YkW@G@^dBCmC zGdV@DF-!|jH8YMFM3f*nylPHQS3)_nK&*(d8ysDn&*_IX#wIBBvY?aXV?xCaIny(iMCls2P(MjyC{CVr+z+I5QETCZ*@^=$R5uQlt`A zE;3>6@y|H@sD4TN$g;IO9KW!l@4q91MGaw@mcUTEk9dujr|e@}yq)9lP{<`p@VtEc zJ^O$vbivNp(@$_EzwL$rp~xM}_v*I~kJPcxp8nW%eenhnuo9BlWRvaTj9hC2)9r4( zNPAjs&T~iW%jE8X7+mPcx|1iBQWzjQACBgXTqi*v&H*{HqXJo>d}5i-vBRF;TaY_-rVGepw*$H+Obpk#D7wq`yh&o+fK|p;&JGwj!J(DcoYeHa)$+Vnb2hrz=J3Hxb%a1cYw zNYg?1ZPE~m2sh^hBtc7zQh36QO2HVW8g7B&C{d=4H6Xi#3MNI+010=s?e!cZGnu(C z6EK)lB+|mbd>UA_WfQ=z!?OINJ7XRu@WL@_yBa2 zglbt3jtApOF(558oxjViKnNg$AOL|FESem&g`3Aq>pV5kLz zC}>uJ#5~Cr0BWJc2nZy|ASMR{P)s01EHW8ExHS@Lc&0{#BdU8{o&uEk#5j}EsU|Op z0%?e8o=)GN5h4HssD4){0T2pBq$MWQ3`V0MPDn~f3K2l`WJX9JHwbkEB2;ETks-u{ zLI8w=4Kwam1*Dwox#ZanV(`u|rU`7Bb+Yvr z!J89v{YJIJQ8KyIx3N7X0ub?c$3OxAM1*um)uaUXM6g1m@KND%<`lsOlt2(fLXKeA zYYR(ojD&DBCZos_nyYeZWhm9%T@~FZXbKHC$FMMW#cq_q7N6TpM9f(MB@s2jgFJ*8 zG6>9b7y(AQLMfgV8)Q(+sQ=Mqy>1>&S*C zpk@KO)F?<0C&vyHhzJ;&5H5)=My(Q{nTAw^8ERz$REF6y5psu~DI0Dab%!5Q>;U ztj>GD6(0yvvkf9^n2CbkDES07Xz(4E%9L0ki>IH*IqgJ}*nO(4)_Fu{p+k!WB$c4% zAm&&j7|1zDyj&nwBp@qH6O(3uNMG>pr}9h29pg&Vf%M$#eaf*OgSI;!P+=OnNjVLl zfSH1|A4z)?517^D7A^A(?S?v7I=jz5kBzMaCDkLm;ZFwEo;ux1)q03aqMWgr04 zm*T7D&Cm??$~3Q)8*JwZZu$N9+$cQLDIy(?%*gM|#GTU9iuK4m0$LP>LXMowhG}6C zYVW^io46ln9qT2z#iqXR>ahFhujE_$1oq7Q0p(w`x_BeKB_K0Y3!1VHJl2{_)9y)jFImy9+aB}B z;S)gv5|RURBcjN|7U_*pwdCf!OK3e#$C+qN$&xEuPwj4}vv4ej?%)9#A;jq7QG5`m zD%gZcS|J4MsKsrpan638hCtVZHn=)(y`2a3`N%i|3`iu31ac>=lH>X*ysVeD zRzO!5I{}liNhxKW{#fw!F*VGkm4?m}5^nvb<>f@%KbO zd(z0*1d)qzz7+U5@>$}mAJoqv6fCS_9U8S8{rfNYIC(-|FRe~P>SK;g_aE=acKzVf z_1O>B9CJO+g+B93{slMO>hrihQAT$I$T?`6SnATuC$i_MaqnaQ_V(B=aKQszc+@}< z%!#0QDMhz+2(^&%9AV@5YDU!eKYq9=s$$?oT$mw?vkP-rx^^2r`c%p)#e<^5YyJ%F zwdH#d7_WZ4g+R!!+k><2BAC1P-XRI`IURcbbepNpzux`xeqw<`5O<7<0NPT zSWH;1tn1-_nE_z$_!v(s&{~JkXqY^uP)z_4l9IL2u$ApTAs+|dlj|I-8a3R3$Kk*K z_WZa1eOdo7mXB5c8o1lKJjECB>d`a0?9=f*LF)=2KDT9Yr&{x^p=D@4K|nUlA*=3fuVoIt?U`@-eVpf|ZvEunrMn{X9jX0p+b z{U68E7hQh=I?z{|{sHHK^W%1ZJ0GV}<4V527k*l?sZ-Jo`ASzr*}R_-fw82$xV#4O ze<&vtAcK)oFy*)5&<8PGCSEX(;4jSG?SNpw);;|H&(gmv$+BeWnb^9is+qZaMC{mm zpK~%R3t3el!0sl66b^bw;iGfF5v3;_5dwffqbe)&-1a3R+}%u7*NuayN3e^CnXdm| z-xnbn6ka(szPv}bczlrg#B#DZY=3JX9w}QH7Y^uwbS~Ytzh3Lr&uo-5&WizEa|a5HE2T4cSG5{757#G#S`5Xymgu&cOmjEo&J1SqLa zJTm;W%2Fu(j;>PD(}=H}Ucf0Mk%L-rC8{H0W<(%Xo=b!n*nk;T5eXAA;Qe%o2>?Qu z_JL-SvH?wEbq5>N?YP(!v}GwM#UMsz1~-mYur=njCbYgU_npSSGVU|Bgctxd)KkeNSt5cwnN$EnFcJ`%Qp_V07!tu@TT#HnV!C=5f~Ny; z!HzhP-c=?NfZ@rW@3v<^Vtn6hL_|!&Nydnk1b{$I956C-G>ysxT+P^-qFjQYXSQ`E za!ya{5E&lH2#{b`fx;3A)BOnBg-R(F@60Yj&MX;<21rOgi4XuwGGit2q2M)CcP8H zi8-OB1WJ!;^KPD*AW0>lCrbG|&AP>x>1YQd*g`|*zNYJ!MFi$4143dB{ zNs4gI8G;|OxDjEdM50?nc!o9FPUMB7z)T_4W}`qb=lfLE%rz4|AkmQn*~ooiNNMVq z?~@3|vV8fpeH@UCVOb8Z0B92#TmmyVfPw=OFbx6F6TN06cqU|orze1=4~mUv0xF;a zcw&W82{V-1BxX!@CorKDKn_5`g#jp8K?stvQz%$OG)||$3~?6VfvU0F;4D%!CA5By#@&10%>AmFk#x zw4ED%Up{d6Hs(``Gf6E-&FDSxtdRxD31-9u5Xds&%bG=CiQ2p*lLBXM8+p%|8Gsp( z><+_$f)-%Q^c;yU1wl%rc$DfSYJ>`vYAb<7+*y;efde2DHAqPVN|1n*F%b)Lv174- zvW)71Q*;7mR!lB16E)Ms3@X(jThI!5W>6eS3P9RtW=+&q6NUH&1^flQ%rlrI39>uS z5U!q43YvKVVwdzxas~t{>YMp67z)FP48*vEMS`_!&-UO_5qyn= zprlOBmx_T$EfKd*CoVhTu1_9ZtYf@z@5F)VrqRV1kCFkLJS;@7S*Mvy8k`%~mc$$^O&`Mx6#$r%V>{q%#S9LH_uA#^YGlf+4+eFf>s=MV{}IT?~EbDA<9 zrQSoz^z9YStfJj7yWvh{30~PcFimcJeyR`|X!if7@_~ ze5lK(Q9r-*yuAE{+fC<4sbnOEH7lVU^EXsshq^XFeDm=xXI&nihq&e5uHTB`hgjC{ zd+1kvg}eMCw?D$mU(>Jlc_v;i@$WD4>%K(6uuP~-Q`_`P^u_2=TfKJaR_GSvp2smW z;OU7|Q8G6HY@1yOH>5c4e`#NDz8g1V&E(e}@DHZk?y5a}Biu_?f$vK%BsN(%+##_Vy43U9CfG-}yVb(eC<*{GR@p$35 ztZ{!ne$DI4TqpO~ZZDDl?D9)%n#*H<8mIrEbMa`r_Od#K`xGF^QkV@e6OD-=5)v~p zz<0HdxmZvNrCcmNy^gQ9%m1O_wcuY-zD#G2DK_%vV|ffKopCAUJRA;F+`^>GcT9(L z30{D!NJ=7kkWm;puv>w_hU6tZa?PSS07fcVnqXj)D^~u;R5vfl)V%Y78`W4uXe9(Z4Comz&w-XgAH7W*XXu?1S zsfk{LTo=^3A#;(z8MvOf$I=!lHEb`Ag{Wje9{Tj7;Vso}jEC|aYpf)%Td zNpL5it}^r#?LXKeu-=X|T|XB7z;pn95g2T+R%_`Rw8GMuz(koc&r!OEdN+(DRLDZD zL18e2@Jt{E;6xyPf=Fje6-4@~-Z zlVT(erlsG0)+0|o#I6Jo6mlR}k~O7Q948B-FNf!6BN(W=Zc35gk*B>@UX z7-olrh;t$XiW3-Q1;9j5z!MTcfR1_997Wh^L0&UogBLoL2%Rt>En~-i)KdyLgh2#n zWTrVtS(p__QJ9F>thym%5U*oWB6&i1!h8RY+;WxxFcx7+RRx#@0TX6?e+S$UVlull zD{IyT`z?|p(EJ=v2mDG*FM zcEL(mDLDfepb%!*Y)Q2!*9q06fRxNsRl&eW%tRo73_xTd;<)W39BJv`F)%G5BPZY^ zBcKhpfj)~M7G`Aki5Wqh4gsJ9M6I~ zL!ffx6(L$acycfeN%B$L1R-&1lkCfCLo5+RS&RTe6$B&;!351r zh(uyY&cuW=N=A4?U}l$M%&csSrZb&CD{s1@QO)!n1g-`&r&h6c$35aCfAN(f*H3!|3s@Fu^ZWH4v8h>e`H^0ytZUf)0s-nix!XQNJxl7<4(KKx8zkeq@`H4*_Rm5%7o3ajpr5e zOlAVFVnVnC1C%=tH}7N>uo0w5I)sOA`Kcb0BBF8twHe4BbU;~PsYwCM=#D-!66{X& zTq=5kARv-sNp4n7`LO1Et5y~Ou-_V;`)pQpkFOsUTO@Cfd$Hro6rhM`x`9xsSmN;J zMTqWQHTuG3k{B?rF1hGlEdoR49%M)usi5~H4Px~P$De&Ef+jvg0FtYVyU6iIoF*b= z;Hq2EY5P5XyM8KXeWc?jj2G8`b#h_M@?7@0nr@*> z*Hp`;dBx6o&W@Kg>Ib^z`t9w(Ziaqu`}}(6rw@q>fv~XBf@`gE9DJ8$LmC4i8P;|| zxb#@7{#E^J>RVzhtr9`#Ep>+d!p#z%6Q1GycGxcP{U*9JD#5}g8B1CZBpbM$@xxfI zH-7mRj2qNTzRu;<+W%?Aj|^+#7s}UDILNX+T_XQv4|Gv}=tTr5S=-so(hYyU^lwh2{5c9^cyxDI)UD0TD_9h*=q>+Ouq8L#bHTk2;FVz0J z;F)Jh(5&ps3CGEIVH>O5d-seMHH@^u)D!bpMWXe*@Hp}Wi_BhEb7Vuz@^7FMDG4Cr z3DRR7iBc%MlbLh{0)WVMiNag7#TUlzLa;?to+NRPEs2#3Vjctem3^W_KW<#xCiVK= zsYz>}3_TE&A{ZQtj)x%+57*zq-m)&ZtW+IvM1&@-01{cJu7UvjNK9OESr$3Jjbl>y zc}-EZoH-cV-tJUJAWV#286ci!x7)LK&(XChtLp4u_MjVi;3Yo&F9uW{`e$0j&A+By%NF_P} z%i^_y*VHz*f~F2(2$h}DSvBWmSrZdD02I@aD+8-`nk{n2BuN*55}4KsKOO#ikYue1 z6p`=cNO3dMQVR?X4MI#rPtHJH`xNtYNnqRoLV+SMT4$2tP?Q*im^pO`tH?lLZmAX- zg5dxl3~G~r84-ybWsr9^75$6@F)Y9)n4pwe0XgmfMpP+lVnb|>Ghzy>?|U;zm)Sy@ zajk*jlcD!=xhV0yPq3(EwSpZYaE;#Ucv%Rt?Z!PTF2p$?pm|aNRT3dcGNgzo42VFf z-8~T!5g7TXLp=n85i!ZZCnFbJpk^3i0W63Bpu&OZ&5#n21~p zv=!1Zdj+3_nShZHDrUgIo;o#(JB4ydqkN_p4f-Cy$$dV&sHUI?5 z!~h0vA!ny*&<%EyRmzqLJ#S##sDe(P2WAkmg8@ss9|0IxNyPJgJn#+-Q%YixOa=#t z$&n1~bA;G1x`DDZS?8DZ`HS%w1C#3{UlB;2WF;S!4%=q?$MJE#1rCKja0A2-ej)#b)&aS z(C~+yu*+WK)aH-0{g)&NBXA1DOau(#P;$>nftZ$t1dx;gc?hUN5L96=GLVrd0TUqs zLJ+Zr7Xz@!Fj$h_>&gL`mYSGMfIPTDgg{~#WI@h|350MTF+JELFf|C%5uLCAU>aZo z&ZGqZ+}O3QU|!;A48@p{u0~UfbIy)bv0M;qFhqotGAGBiFarY-6A=T8dulxQ!Rdi< zTk`g#M$pE7`C`{bT(~GMj+be#Nr=Q9kWy+6CS)+PH3(N9OF%!b zvqI&!1LmFVsO-#a!bnjfs)4FwcbrIrNyVMbNCqsYv41-3Rqsi)2>njuk5nezIA-Y! z-PZQSW5Oa93nI!jEy?jjHBt7^$O5w2iKPk^%DKe7Q1?1*;juqpUzRH_=uDJNL6KvP zsu_&HjkZ%VN1v`3i66A|oOhum8{a%t`$jLs8!y02s^ZqN2S5-f)_VmsX456Kre{C` zIRz6)0%jtBGeZR=Nv!*QTW7RdtPnac5e54lZ$Folw{lQahibkaE@)Nl8athz0;yCE zT8_GStFv9A8PWYbE*A%aqvEQ3fzzG+`_owHZpY`#0P*P`R>8H%@k6PxAr?IHoD0=5 z;fDB<`r$UWT=Zdq3Uw#!zH>fSC59~7L)}IZ78WHLZ)?CpI?3-Ll8oSM;)%|$+wnFs zUzQZwFE4LwczlXNERhOsjFHah3jtO7+x_j0=L5<6f)6f5V5#H&HX@)>`3UtNW_}0! zmpZ<0uln*V$>QX|;Y1S9n9ji^hY-?ni#?=dsY~K1%TvF9!Lm@W5MwPVGdU)XHViO} z1V!11F)1TL=hJN;cZVs}w(#)0HGMfJzn;!hbMjSqZ0m^&ry0fZ?ec=hj}P{t=uG_E zh&}NW#=7<2VD7BlZ--^r!zC|gXWRbuzu(UvWIHoRxdWixmihHEAHIat4M{{qq#i&s z9D4WDfl>_SJ~|{dK2xcY%lY^@k`-G*0ix+&XWvU6H+(y_C+8of{)5+>Oqt9-WExgZ(4!oQm_Wl=YA1EIRmxXM_$tiya zKm7Hh(L$*n;j_-}J-~t?No!Q{rvfYZed<>gAYRI{;;8OCrQYed;Z554&i(Pbd(BzT zwi5cb-(TC%if#$VacoTGeG3eQh?ZJr*PS$1Kn&c!BLY32Z|m`?oxj89I?Z9+m%oGC zeYyXYFMsy&hlJme8Sp2MIN)!C9P1Alzti%m=3gd!eZH6RkdwyiBEX3aRKqfCMYCc7nsfmpo1c5@h;JUJ}D>y0RUDH?E`q()(5eAx%byG zlq+W2d?-e2aQ?!#j|mSfqe6u1O7*;KJ-bL1C^KRJ1Od?S46|*F9GWo+6nO$krYE7q zBJS|sxj`pFV=1}x*-XB*_ScoS>@9(H`83OR+z}7EaI6&@rW*5CNVa-@*j8Z#RBN7Tekanf}I6Xd1_M@d>6peaV_uIh8Q{Eg2 zgD8!P=`ozFmGbM)mG|0wyxwX%U(Ut98F7BTJj8Ss7>+%1W({jnPCOR(Uz|I{18~Fg zmBMpwVA`^5kSCD?LMaj@1)j9s#y%?XRuM_BJCAurzOHE$QYv&Ex)1fk&fE4;#{Zk{ zoeAo)^!iE}C%r$LzFwXRF1>%z@zP51Y#y7`;(D8^Ihk#3(S#D@>hyxLV6um5LLo?C zVDdEjcH$h{M&vtm3#V?1JPPJ8>h=ziEzMah)$Y_vrL$slCsU{Q_1fGSG7%C}rAQMuFxF)<^Wwri zG`Q7m)s~ZOe0+qL-yY^`!$ZaA0M3+H)6u;eCLkw4mPAl0l-VE&0>Kb0@!uA3Q!82k z0g*5TBu7^CO3NTm!en4VL`EPAz}TE4VI%?<$ZFH512?H_Jv8BR~Nn!2%4@A(0?~IjCw#03o7~6>K~{BNq`|BTsjhNx^nM>+o`` zJUR~#*MdcnG}=IU`E*fw2x(ZEG#Cuqgrn`Au_qjqvj$gRib+#i4rZynd9TTJD{*Fr z+U~Z(!)>)v=DKfv_j0~|SdAw#ZLloysPO4^d+1wV;n$DHe6l~Hr7_@g5wdJZL|MzP_j>TXuSWW~QrOz}*(UM`Mbt&& z!mvX6lKUC=hq&`-Wq*2#hc->ep*6=k-rAEtqOId@`>ugh3p#4=^`{tr*KVBr7r*Qe zhn}wRdV-o{DG@cXAyl%AIba@%j|2-j#X!>%9=CFP4g7Iy|3t(2?LS}Qe~5hz_sdbP2!ml!s2$UY z!khMT&0I67*W(&KzqNeZnk1ic51@34 z+nJ7N_4~Rudo$9rsj~g;Vr=@@k7K>D@V6ST-1+V0v2c8Nd>e9lTRtCg6WyEQYS)kc z^YbLX|NSr50OjanDDz|L7QVB;H9zd3_Cj+#&*j5}5=@i(Ykb+}S25-!w(oF!<7BSu zTOyurb$;60sxPhl^#r=ypMJT#uI==YvE8oiZVPZh_rV$m zEY~7xkAACObz6PE99MRzb8={b@ge4VyCd0X1f`li#=OyUmoYv!Zb;C zLgZL|)^5<#w9`i%v5o6uw}^J|hohW2(A&ZZP{?_KzTjX=E2X!FU$jCmqS(kQ9!kgY zkbacgV?UmcE5$t8vM(3KMFGy^`-8qN^M$4&aTbp_ScS&}WQS$sTiR-;OT%Pxs4D z>Tjj?>*dkhpY#eDZC=00KfP`L=>3nC{`>5IhnN3&(?4Iz*RjrVMkmCB0os=Q!|%5* z@dzZ}pLoai^zE_IAML|4-TSwPv}LXK@$&7meeW2*d$Yicu0Q{H|I^vlm-d?NhaZkl z_3f$~-JU-`BDV;5XtGi1H`LopeTxrN_2cDO9_F`;_A)+#En(mHhySSBAPd(e>ZY|~ zm0IzkfQugwNw6cC{@_K63e^}F1Jq~{<*vzsF&RS`qPiD^K5x>Sl@nI z?|(zd*X{Y+58r1#$lJrifolydDhB_~p0@GZlk@0si&`Ha%GoV$Q-H1CbK%n>8S`%Otv$TrS<5SJd4|67 zkA$2z<$v_8g(rR>H3`Sb1gJWhHYV7q<&8Sb}psr`I@ zL0=z#e9U9re|zBeFkb)g%dh>zMb4+a;jXWjv48L~+7Dkp{QELbdY`2qtAmUhLoyIp z~A;ur}13g&j0(% zoT>YVkc1e^|1ux{;k9S~Z9d}h%=6=TyubAgp10ftjmxF-KZ;y{ztZy8=Y2lBA;5Bf zT;_)*&+U#p<)f&a`JWub@Tg~9-jVrf5-&Bp~3n7K??mF}7&tC^G%LB^u@$mQA z>cxLMx7S;}{&?M`V)@~6$8gO1>$UH_)wZAhr+u`kN4A?*zsBAD^~C(4kM;WhQTcNH zd>Z6WcmIqfxBCyr&HT<{JVWOCNB-f{z1qv|<(XDb)-v7xaM_9p^gh zkGJ`(4yBpL@z={%E72qIe7(GWe-vox(`NA_3f$RkO{Lq6x2&ZnvprT6@hiY{?5?x4Ib{Nfbn!$M_ym)cAV*VwU7cDPt)(fLzj&oa9dtaN8#5W zu3vu6Z#_4!f4;`{Vs|TdpdPtroUocGIKp@$g-d1*lP1U{iVJPrEjxkv`@%&;FnqA zSbqGl-lI>}Man}5I`UQ%&c020eYE@Ip*Q1ZY$fuS%n^}ir zp}y#A(VNBCk$OFuY{jpjO4A>3dBC;Yy>&YU9PQ0Aa69wU$5&22uOp%nPA#23-{J}4 zIK%hVvsg-hWn36}2F&QdJ;l1TTY3Byy|zC!P8e4jTOv#xDWCWKA7jLsX=S+$8wuN1 z!LP9n!p8ByQ7Jt1h^Y+AfBL(>m(x<`Z9T@v^(<2FewPdM^FWYd7lsdB&ZEI-*TKJk ze!YQB!>o@FBWapQd-SsDkqu-?ki-CtnR3s|l=a{(WkD7x&NSF<8~ybC7JD(~7dqRz zF%~>F?AX87d+og%-25kjHT+9aX!-ZP z{B(PGU4VUPopP45@VX=I6~|J3d|T+PQ`ho%vJdAM1_L?KnMYpQqpHuatV9e|3R|u( z9g&P9d~g_nO|hdG;r?5_zdbUoTyOVne_6_#x36^jq2Y-XydR}lJF!>nR8DynEb5>b zaZ2BKl;wa^wXFe^+)4M6TydiyioCp*mDU2qrn((e%z55&wge}!(}OMRf$pur<;U56 z8q1=MmeZnRZxEdK3Q=KQ{0oK#kkWbZ#mWcxkRkJqvjZ+sKiCD8fkKR+X=Azu`*gK1#)Oh6v@8u;Dd3qjqr2vG!w3g4 z&UuEidK6Dch69jUlsMTPk~pAco}|`N5uiE^&j?Ex2v%ltdS)3ogI_cx@Y#u>?wNZJ z7XLBxEoY<)01;*)8c?tp7b0iRU?2h!LqKPr!;uz}5=LRpKnB>SKAak(BoKn32gHm} zPgf)ZbaaKuFakVL0C{=aX-;XQW}tGhs1YTBqR!R`e1UU^o0UZ?Ls$>bLdhjaEP^tb zP)gYY9g%|v!sKFQ1tbde@#{2z$n+G%;OauruoJsa;6(HY04xD$iJ$1nB?A<|al!&_ zZfXITtgm_dWxDzVC}#pj*v9&%1%hch6QdVM5rQ0_)0(2&5{AOuHbZnM9T+H>)Usn_ z<=M~{0M`xn=IEwgI9+_AMfj3unmJ< zbT=@9IM+Yb<(BzoXrWtLK|yJIIRHFaO$e6`Z9*McF<^vJi>%UH!{XE;vEcIiWuoC_ zPd0Zy9$sdha@2yE)8|lgs2~L;BQqk-FQUS+HRBRUG-sVrdbI{*3$idT%mTCk7LU2y zNd}7oC78Qcz$KT=eqJm8L&<`1cSD;W019T1i#ebHT5@EjBcxHBvVekyA8DD1NRgS$ zzCqm+BEeaSxFiFdGQ0P&AZ%Nrr$P8EoVzBtYz{Lf z5SDFSXFRyleST%Q$ucq=R26V(rAqPlk&|{TS!uN~3Q=(+rU=Yn0jVUi>?l~P3o$r! zC|BNQmRjnY&(Y&q#>Nlnx}Z~yh}*}5iPmV#}XW9+StdtBuUHF?EaAJV;@3=tJXXn%AQSKD0K;1rrkh zTZRPjbVHx@y!gT-x8z^$>)mt|KGp4q^X+%Y!kQR+c`WQS9e)`kZUdFsVou1a` z9|-{b2rlLW^+Wn%_^(N~!hcsp9RFpxCxTY)6^f1{!`LW*?eu(%9{tv&`ubrf$oqVV zolp$W0o(b5Q0wEWGLD+h>znrBb1$;$>HMk=hhRD7Z{M^o!Mx^&ZF=r{(_=5c2q^eO zpG!)b?5{)jY!3^ZsxC2P7-T+Nyy9-DCwrRTGqjH3kb)-Q1?DRGnh)b)0o3~TO2>Y0 zPooh#y}n#2T(EdDcoJBvTvh^fmXRPGs9c0I;?Yf{goz<#$+z$>U~!cj}XmfA-jEX~VZ#ONFHe zK!i}%$^hi%6p$)v4TT9jlQ`pAJ|k0>JK-`_1ADf&oBY~50ro({2n@y`NM3k7-FoGF z6I)quJmeQ1_gjf;{r!)624t!brK^JO5Oci9!)3G*wx8#JU&D-7vFGP*v;2z!K^PI$ zTD7{3k%QjKudS%$nKV#g%dB{9`@ftmeg94H+q?-dEY&8KEAaVVlS&B+io`<#yXT92 zdy1cgakLy(SpjV|DMx!EVg7Pw4S#5Us*6E#>Y25!;)v{m${M9#&in6?aqB!W<5P#9C1VmIJ;xaIoL2^5etsl2%gS)C`bh>xrN)ASmlK10R3YJz%U2KsW zS^!`xtAv_D+?SF`oWuaZ2)Lk+;ifD#F%F#=!L_`3j-mL5vM{YR5Ye;kJtPhCXmOli z^QU$HV;S40Kh`uKUoCO`kek& zS(dheIC{>5liJ98N(*7gs#@5S5gMb@7mp<)h-RrlWL+K1pM_R490Sc510t44@#wi@ zcCiCt6myVL9NiF>GxC{o^8iCqV1w}F=0OpNn1xl?6EMXy3${kZBc|Rf)}=Lo;#Te! zWi5>%-M~CG-vi{zq^7RjMO6S8qF@rg2@ocOr_OX-DhpCSj`FZH-6$Jj8ipp4G-?&{ z&A~B%VTgDUI&6%jL@OK+DiNb{ASRN)!Ydhg4l5Z3cTQk73Y>w=Od<`7!pKaAaDsva zGeBb|+*|R|E+gbEVIie}3IO%IaB^XXnJUcb9sq=cID*JSB8B=OGsXl=P6&r^HZOuR z#vKJV*^-Y82j2y>+^?8#2*Ck7ft6jcTBC?Y6@XAR+zJJ=Bg9yWnq?x_@Wvn|1|ANK zk4XZ6Owf=aToh9?FN-4rA{eCVj2LQ0c}gJ!M0QN0Kmx=}#7;LUNHrNUXt+&}Or-mE zfovIt&=dFYL6E1m(CuAB9O@bAk}8mZJWvajBtQU*tAqkrzxtj(0s17h+7i1%eZ}r#pnRn}mtb%vsSJLL?nP0kQI2uwE|- zl$6Logy5NF2DmgZa{~1 zOk|=OPE#9kUl(4>(r^F=2@=)D453Ma#FpWZMyTwJ5tCREl>%vo55oymfQqC-pExHo zBO;_Hq7^P0N1FsxZ8evDsbEO1o(DoD7DKjo_!bnT+AE|111N}=7Sa+0G)p8fI%0Yx zFi@Sf?FA~hs}lwhB?+=5N?^#`qQNW*b6@%>nMS!+E6!v$9Dk!I9Zz@u(A-+)UdJvB zD1s<}0bGea9nyfDB@(m1PB)uhklW&QZ z!8m|iA%G@fX38#*V%Z}z0V)*EBm+=5!Y#rgVImd^s&!d2k+6%IhxDO=-T^?&G zLRn&Z9GHff!CdWND#Q$2!Z8Ac7AiFTEBC>^qZJ-u(S}@{Hb(_yp$o#V5G%qP>LLE! z_4Q#;A>2di!zt!}r@P)_Ow2mkYa%b{tN#LIwQhI09*r=Tbi>i`o^|{|WIw zFla0PO!6)34LK>EieD4RX%PKF8dJ|H54?OqJH`d5py}CZ8QXb{wj4&scf1rs*U=Y` z4N!|5kWG^dU?x!}7y`6NN(a6eUvvV_(c<^>`h6^{^dOT6*lP?Cj5BNZ+MI=7FHlw$ z9fX-nl_$)X`~Ei=7iQT6kv#Sr*xN?ynsXNcU@Z(~Nmvrledj2Pm;0HT9yESG@Blrw z*G)b?ctNEBCGF`WqC{mp?qT1*)kE-wiZwX%s~_+;_sqIf_*C+OOcuj(NSLHllJnrm zsC6!~yWIsssHsM~JQM!rYPc-Ae6Rs@|F(YrS36@lKN11+OcWAs>z0zHzpTE*oR}jY zE=LF)+RNlXah>$-?ey#Cxgc1YBGiSNX@=_3us<)lU3YtREPi_MWwUvk zbv}N-5+d2?5g|Z;l*&wnF5}@uta5*gxXlt;u?%x_;02i79U~DOuv>&gfiV%5QW_y! z>`Bm0vVQyB_cx;2mUB;Ye_0Y+tY03!j`8E<{~zF^#9HuP<3vY5yIFLE7cS32t&|b; zdyL~r-i|h9c|08-AFjXQ@yig)@=txFVmmih$kT3-+1o; zAQbIp+x(M;pzfFW7pvv#!~gt-e|Nccga0u?s~J&Q%92|GkVd@1*HYHS*Emu_SFsAO z<@jaGuQ+pM)hlW-LhR*oB!D z-_O>`j%S`j3&<%q9#pb02Nj5wWIBb<;#_6vDjB1CBiDYl`5g)}D1b+zp!IU6^n#w= za{^#eDISog;&+SJ2}Zto7HIBu&O9Iu9J*$oEGQqB$cF<<>42V!pomc#VED{^7%Z75 zPAQ2DA<1Txb3dGGFeCvmOC=LEn*b@*6A+TYMfU}*42L)nDkx4gOACS^e+SQEX&PuC zQCkv*&a{cHDJ7YhAOWX(rUN7)t`l$!r0=awf~iAnoCSZ#hp$mQOEat838z;`jDstO zst*#8LMu@g=m>d6C_2<83l%BC$!;=+!gq#OiaVN7A^;NrCeI@YATt9bX|Wn)9loOU|{Bc5=zV2?WTA z6r2efgB>`KOC*M;yNh5gwHpB=8Avp< zQmf=~LqtNeoCzj?43r=W5hzJ%I0YxXTdBF&qoGR%L;^54vxykO=dW*3AT3xUtc=Fe zyeWbgR0>4F084O|NG7IDfdbMI;@zW25$Ulpq0sQ;z)Vo7xNcf;{q-#@fB`EZAxcXY z#N4m@cxcDD`Y|J70p2&cHdwzi&wIu0%qAz26Y6)-x3O3xK!$sgArPb|WOQm8ju2o2 zkyw+R*i6?;R>~xZNf{hiJkkKmQ=&mmDkMT=K+zhN3aa1-LJ$W5x}zo~F!@4G5z}V+ zWCNt)P)nIDvs)OVhr25lqO~3UU$I|kKH)NmzeC<2pIARlQ9K5cD+2^UmO!J(0c0ov zR3X?k<`e=#qsVNM6X|9QX`hj}1fL8fT-3(Ih#IS^djv{L4g&`U61+Et zRPafth?L-wC5UI4hTfbbXkcOXHYX4DRa^=ttsOwMHz*>mUd$0J-*uO1WRpSxym3&v zyi>F(4M9YRjW%An6e98jPo;n~jtr?Zou|$cqkxL1LUSmH3ZTSL8)L$p#jSBz`@ppZ zI3S`sm{9~14e6V-nm|^fbArGKRS7wwy21?pO+XZRsw+hoKS7N68PLUM!?)FcwLf^EpT^RygLJ;AQEImnsd>z z&GDrIGE6Yz<6aPvW3lw!&L24Woa4V9n##M-H2dXgK#7>9gEH5}g)BLTT+ebVvK`Q1 zfpy92ZFw^(l=KE{=@F2#1a6SL*pS^Xr`LZe`8^gy-%j6tSGTwL1kA(Ug73?FR$Zsd zK!m2R@}?zE9RIG+1$SQTH=e&NRy4v{!FT8Zi7MVp*{A|#CQy}xRPE@tAb9%;`1|A| z`fu^}THGD~;f{ZleJ?W*6Ivm@lsPFex#Vx%FFEgANJ?qPNkKeD`KWT;lm$nsZ0C6Qe%5vE8 z;baSoe#`s!udyC0X1~>IXeEb(7E!%R+_q!Sn%OIk^ssQ$z{I^%YM2X z+?*0QDC6i}m$|~)L-l@0NMSm)_Hw(w>ixO4HE5qBE*Cz1kiM>C6x@6n$rAx=X(Q3< zgeTN*#)aG^C#>8q=Y_m8ktBqe$G})+Aj*a~&M_9wr8IX85341@<~vUhcg$0qKj>#L z5T+Epr4AqfE>03Ls|3+hu)_|qf(nJ!f~~M%jkTFSF5CU}z9Z%-^3?5HWEZ3~&PD7v za^ALw1@rGh85&ma|IhQ)T!FpcuLudf4gaAZR zaFu8_AC1?@s?$7~vlT4nsbkcyb$eR)p=#Ih)-jwL)(hf62nc}@0Lg$tylq>OvmMR+ zPSQ_;QAvo#yx!;UhOP4ERjA~-AsgWF{Qa#sa7AB8nQl$y3dflODi)}!^*(6F!keyj zkdN!vNvkIEnzfO+3Qj_+DPxRMFj0JpOS9!N7@Pc(r7%)vBqUYzqO;sn;oQneF8BL= z45RHt<>_{ZB`&p5uxqFzkF;bwpK6}&bM8xdD9&aBBn<9>*`7A~viG^~o+se7t3bS> zK5`0n$k%jYo`on0(_`LWp312Z^g|u|^l%Yj+dC46fP*I_4MjIIm{7|t3i4@J#NXsr zX%7MyxQ@qOkU-H9fu&Rt8saeIo-o0tbz|Y0$llE2kO1}!4JxH<7?dS36{v+f5HdKr z7j#hrvXajj0p>xOz^WLN*w{48D4?lVMhs5(!}?C!M>h+i#uAK~h=>}o#42nM(f4~I zxSp7PApBF-e{~whi~)eSAW$Z_g0Eo^&WUT<1wc!*B1rfx^9Xj?7AYt5i0L{HSYE+* ziyaZ28cT5sm!j4gkRTwJOkzr;#LyBzri2JZ1`}W*u$=Q|NLW5gG|# zAS8jyyRV0-E_EZ?Ye-Ir2nbB~fCHh?*yHGtlCn5P5(5{H18?r;4#;gm&&*T|Ah3#s z3dc&BOSbUPICj7>Jqe@I5|n$78Ce+$;_-xG1iP>X-Ap6EP7Th|$k*wOm4`6qZ+IfCLIh!m9U^^~%DWw$kZMQu0a5WDw zRWjscL}b!Fs9}J2AMCttTX?EYg^3UXfsFY+VKQuiqzh;uE(eeM+*2${IqQ6mG&arz9;KCS;@6-A zP!0h0;ny*SXvLpm!AVzW|q^u0r0ah~wF_VEbIG_seg7y7B zb7hRCg8LdU_P&&HDXvj-I2@TXm=)&7SIEn9eUPf2g5&c>3=c2U0g;J{2(vpxhzCW` z+an7i^eBC1%0NDt?yEcvN;ATVI3X8=_Z(99v_Z{%_9*wC^^zWLz3Q}7MdW_s{sXOfJYjHS!S>UDUbp|gemASI2#z?p5;0TY;1B{ zC7N803@8)KJYoz=bA%wsn3?JT0FLRDkO`3acIK9JN^#Dkrn!rG4L4c(_uW2_qx`Bi-H74HGLQIT~Ux%nG^YAf3F{UkS*#CPm=LU@z!6 zZx^J2Y#@aK0up2dS;TT*DtX(&hjZ4JnF-S<7~rMW?(WJYDsY?Kh z2v5tsXSzlA{oEuNBCi!34%Xb37i^o@axqatj$COXQEF;rze3{f+Vu;-7)O z0z>FywbbJ*Gz0NMK$``B0@2Zb+H#7jn+Sy(_u9VTjk!>u9^MlF#ng!k_|FYo|uEwY{` zZ@pZ`^2h@_J7Z4{=E_2t9OeN4kaJEzNn8Mk%>vT=VT=WibM~|FV0y*)7XEcU{jYHS z3+!LOCG#11WBkW){`U{~s}#mqfJ!OYE*M)qQuK}Q$1UJ0#gU1C*s?@MgG`*HK;GH1 z6cU~QkH7r$IDdTQ(@YZmF0-ewJ^y&Rpe>$+`Bd3+xfu%5Rem17!2b_<{C`oN<8DI# zPm2%bXbW7iydIacxBnQ#R(4VEICBxk+Jf0yQY&;a{SAS!0+#|JXo9nbnIC`P<6hG_ z$gu<5xWC5RZ?|DwD!?)i$JV!6@RZs!IFWw9^#=6}Ec)jzfqwhc4{izoBsDmCFhsw37mcw*AwwU0)v5MwQq_$N7E(t;c6x zi~L|Mxm+I!DW3pN%L|UGxB^#1@a&WRvgfUpfzZK;!GJ79vLLY?$6H{86PgGk@tfeS zc@GF`-Er>X=|^?h~FisFIioAb?=bjguJMmdaQ$5R+@I)w>VNGPS~7 zvw+1MUWXSzJVNKIZ!0`*g1+oC_UN214Qj;-r`56Cu6gTbd_PfNbYyEtNErf57)<~f zl>lE-(X8W4jJ5KU(26z3azz?}GpIN-m5^pk$yp*2&j-xbGA0*F!YCwY1qKGdoDqeR zTqkA6dPY}5^rZJwIwArlmTCo=gMnzqR12={atW4clY>f@k{B4oxowR+)zcj?8OuV* z2x<=TE?Xs%Wwnf{7K2u4A2ZSJ>S~dZh#*qRYVPTbAdF6Ej0m2azXAdR_P#s7x^AX?&2_1YL`%uMqrOLGsmd49ak4bK#QE=5P%E?LQvm`5tAYVAu>T# z6NIQzQf5X@CPGShzZMKAnJtnDoGB^UKoo}dw80pT@UGrU2zM7qOdJuZU>p&^AdrQH z$(=nR&4dVRVHDu~T+#s%kwoDh48hH!oOHKEYGz^?1v1JSj4SH(03$?6XoJuJW_Hw> z?Mg~88^xq@gMvWK@nbjwN)S(oNOyP4z=Rqp$x2Je=Cp))rhr?R!5s0}_*|A_?{2%G zV0o8dhkF15Ndh?_0VM?@A~Izmn1~*rln0ER@Qhk>B1kj`b_7LhS+Jjyxjdkp7PxIW znjp}cq2UUM%*=oc2mzrE4g^^8y|PFA zD8a1_Q;$f*pk-oq0V3mivz~GAe32~aZz0zFc>xN_Do(|*7Ob3zmuvMEiDqTRbjmEq zrxcHC4Gwg|is6x>p@=c^MkJ7k&SuU%LNjvQ>zi^(UJ?TWDWEbh1T#BfL!iK#2uKK2 z{|$-);7C~rv9wHpoZ$@~MLLwbRZg#=D={~Dd*!kMMvb{(If{yaC?{bBtQj~$cku3! z6Bh${+K<#X8Qxouwg{kjk4UE7w_9mF2mAfeZvk z_jE`s1cean`z!yO=~h-jfEcQwT1$ob>VSY1(y;8}KqHgpzbW<@5RsB8kqyTp0VN_Z zOUd*IHOs(qRE+dORwNVCNs~P*K-9zP2y_PyPMBF=%lW*6GLDE52Zoh&LOo(?=YoD;#QE6lTJPVwLrNC_&D$;|J_ehNS*L;^uZt7T3V3kb(h z!t}670R>B2eBv;-KqCYs;fBm-{x#{R0iOpX<`wa)$!_wmR-a5K5w%)KK)IkvMRpjq z6hEz<2pUmS?3&(BQm5Zze-*22A58wp>!I{>F=GM}%p_$9$`GVVVQoO8EDa%jV%)Kc zQ*5%w!8LwBYKp0z_(*yl0rFO{;LWzQ!AON?RhCVZ@|B|=@GZEVzDL+l74q!-WYt}9zhc*8`F9@mlf}~y<;Z8b**+}^bRGlmVFlNp2!0K zZ2_xPWcz96W$;%-75yvolR&EXV^UFJoq|Bc*7cZ-0ZT<@JqFz})601~Tcqm$pQbM4a;vIWdc@YBtq?BuMBR0fGR%fZkM3p$ol0snO~}6|0ggW-|Zb z3=y%nyPJKJE)Mkw4!FbI%)Yf2qBc>v*?jCiSFT9IIl+y9S-gOt9I4)JFGF-LSA@&8 zi!9H!oph6luPglA<5%$Sw0_g@d)~f>+sCKJ|8ov0zV?rTd5YSg-kIQX-jBnL$$I7QJ{)|jRpdJnJCC3Ky1&1z zfc^UY^IQXIG9V|#@&3zuv0kpvW2-h;OtDU<$0#^#U_cKfY^}>+dYqnp-~}dy?K7dZ zk`B#15J$Oh_x#e<39U%6DRmW1s+RFC^S|fUUfcKi{2?9laRxljb>8-wD^hz-s2VX7 zOfRV)o$rk_1!fJZl7cF3TdduyHO4{vDn@2F#CQ4oIh=w2wZr6D~iBKC9 zSmlurs67L#3Nq7XMiwkJ4>;c1EA;D)a)oT@$EZ7^R^bGZgyK!=t`?CEG|F;Y5LhXPX_;%q#mdEiteP>D$ki-NEROyS#EO?iB+&vH2 zh_5U670v|sMuSE!g$O)B_!GH}x&a#WoEoT>lDmPpl4*MLp&t^-1TSMbUH*96>myJ;651uSEA|lHQdRB*m_wE8zQ)@ic5zgFQa*&Q9hv}RHRSA z)>KG|*w;IGxJq6v$KoIlxaYAZ{JZ+_QqDGg4M$rdL)v2oL}Q3HS7fJiVOkyjait*DF~^BTvZ8Gkd&2(;p4-oK>{j>5Cx2g45iBf!9+7D2$#;#n^zPj zzm*BsR&qHSP1q?O8uPKHQq$rJDvZQ1-VN_P1er_N60)4AxV$V37Qj||b-iXGyDwpy zK?F)zov4?Bg%&Op=~fV)2_>?sA|xOsNoJe~g27lNsfZQe?hmk|KrtF)BP_HbQA@z! zt@(WoGJXPiTF1E_Q9`C<1^9hrPv@dmH~@}oM9ht$P6y2cp{5m5U#8Lg`q(bCIKu_X=EU%aT0(7Syg2wO_p&AogI+`fiaUa z8i&*@aO0PgJAv%1!PTUIVze^@B_RMN)yk;E31Jyplj=-LVv6+4;L1v9AZwCQp3D?n zDJDVyPt%T=_ZU*f$x(geZ%_QV(toUBD3HV$uzo$o4c(G^B+ksFL_wsEB*GWDe=SPr zLQO4+X<2X$Yc&)ypa{5uT>x*O%yM1*L?Q#ga`KT-RJJHL_!>iyRq)KX$KW1Ks8UUf z39||yi<26NBJg2xW)8;SDu4_ED~#)TX^3Nq)WRwa2H1`UX!1`*jL zsse!j{}woS4eoJ1$b;u3a25=Nsg<2Dbj)*vVdLt7FhUF&2_aDfdezV}i4u?Ght_Y% zj3b(2Zf%f;t(;xp*UU_2ep;Y$=Am$O%7*L{b4ZUhCQNX=UIyGgS|U>sClnT70Yi04 z=Ec2XEzONQGAGb1c8?h@lk<&}jo_j#>$MbHU`wc9z#Gy@^GBS8C;oDYfKVb-F)(uH z^)`M~djD4j-mhTG(EB@#d#O-rUVdZw?l44}RD(mvPmRwb-ZgF{e-J^-U(9!uhWHuf zpQMTTM?7c2gvQ0s;1^<~n@QM8R^dTjT^jM&Xi*gmM4XH6*xjME_3hFH&`!gnI=5;s zkTyrId2rk*xVFnK9}l7noZEhX+&&Uu7(_S(56FaMGP#9GN8ZR!p1-twECk_x;Zf9Q z1!iy1Bi-z1>Isv}*ybW3nGTh1A;T{Vm*3TF6UeC92AoTT;BDmf*@b^5c6)`N~^FBmzYApIQr67DzKQHs3 z_?kG!A|L2d?|}$c-j3jK=Lo=4`m&eou~3!qPR|+yG&%s3m)E4kj3UTY{D^~+cH8mo zU!RY6|MYX%W3J6~-SU&=dg4)xX>LaQ>^pwgo?g(Zppq@DptxMh`KYVn7lsEXH@tXt z?7MWc$AZZmhtwYhEAh_0Sp3KA{{;L0Bk0S!{=Xuh6o0ua|7jWjepP$abm=QU^JIsA zJw&|mIzRdfei2S=(;G^5IR%V=2Y6_^XFksR8j1K6qqdPEK*OyU6MgD%!@t6%~m z@TJcv^NhL%u99EEc8afD0}UgW5qyx!ZfXH1&TwvcLxv7-n?L>hwX&aWG5dn?sOvV> zod1fv0}KXfLM1&DC>owe;T_c(T4_tV04)d&0blO>p!doEGbZg(pWI~nA6S^pVuc7xTT)x1R)a#f z0xS_OU^(N$q`_lS5fuQTm3e^x5&(HgVNYGM@c@T87eaCfcg8>=#1KHeAEVO_kO=JG z7(xfwi;i+Cy;+JSK$GBe`U$myh^Qd0<;2D0LDQfwpgGNs@Kv-E$UZNDwq66XIt_#n z5KO|e(@~L!$1HO$=>aytcl6_Es~3PMv7VU*(nJGFYgtq#;~5VS;Z!PCpo21$sHhSn z0uT$K3Um^tAq2n}Yh!I%)DKO-7SvDohX+Mj{|PKN13?b6zMhzyYyjN!)R3*kE9d0FkBl&P2!ZYlcEI^JD&FJEahPGJru&?ye+dERogovxx^I2~E=O5L&b5e^S+7lDs8!5_jVTH^6A(#cL43aYKM$O#I>pXekf8=@BL_n&e0x~C5L^Kn>$a{2!W4dH zP8wN&9s8pE`Z??eY!`07n(r~Mgd5{gFaaeKJgS^~C?X=z@_vppV-ip!VgzGG#K72) z>g*me*^&|gn=7~YqF&Vbag(gLyu)RPfl!kQj9vuuz2NgA=o*rfCwEdZ@uS69h&g0hB=$h5}GgH(Z$}x?@%=AVI@&!PHVK z8-d`h6J8y_i=)uzSdHSt2x+@^z0cbLSbX5(+1Apj55f=@uEtv}mo6`;Igh zB|i?xuJmEW%RTM%&!R!NecZtT&Ok$8B`LtjbXUB2b7Kj)_BifyXT|T%SuNMx&I)S<6M(=&iig{x?J1qck2@wxxYSTp#Sj8*M9D{ ztj`nnAOB{~J?c$pY4HrF^YPyD=Sj!M*Z-Msf6PDreAd_Y^|AKLF0W93LiryVU(`QS zo)y2z_yAsX{MV3AO!fS@48M4dfuo)N`2GhVh7kko>~tuD%A)HpT^Ojo9@9XxwZ0NV z#J@D)MNqbzrpP<{|%WS{2R3>PMsbmdc2F%dRmP3?zg>kaKZhRI?%st2Z<@pBz z9wP{Qqs{rwFk9DF#vU6I1Kr)uv6qdu#l=T$IViXL1M~5oqPAUOKJk_!58gZj?ayet zop{YSq8V%_?SYeEoue|oKzvXA>%t@B<2)AEcZCDSCG<{9=OWJ5saIh|HH7~P_yNZj zkCtS3)3xRJY5w|8>otK|zK!=^ej>Bq{qP5OIL9P^7<;zHQP=7pdE<7q?Cayd5BhD? z_u`ii_UWnK`nBF)^uu|5ynb=0%ktEFo0wK7#L(NbTboBm8i$0uWQo$$4kw0DWHBTp zQ%NL^H*MEJpy!t#zI=%btE^PcN|VnTDKI35Eb9 z)WfbFL~4R7)zu#0l)6a56jnI&+(t?`GU`XuLl#Fm!%Ez*$Tq$?|$$450IZk&hTmW%5?4h zyMo2z_nofLcIn=GKgK=IUyFByALn@AR(X259nSA(R=tpZ#Qf{1k?m7UuGk#9b%L9O z{aoj)^O!kX<~8nKjhP;HzCC^4SGj!p^L0n0zvD@l_y1nMWjID7H(Elq=4uA#W6rj# zve0#Cw_JHDS=5{#zI=TXgM~ySu${$IgjPJPBcqTAb`tTxDZst9V*R4Mfv!l*uTHhHDOb){`G3zwj7BAo5-+nUl^{`9pL3p(0SE`F1b1b|H z8^XCDDk|aTuw)>tI@pbf3rZY)=y|TN9uO>uArwl3)cvV1_s7AP8!zi|)mn%l8=p+~ z+X9sDE$#$knlvF$dHeMZwv?vx@oGrG3Dg!<&P3E*q>#2@OcH*CeZ zni!y;=mE1b7-Gi94j&j!1%V*|^WkB80(MZr3Pw^E{N^jo)J0lrA+L~oPHkCB$C+xe;_-bAhb%_)!>5UTY z?RZnb&dYjTymWfbVQm`Ex;?O#_G!+errcOpwipvEC`|ztIF!A zTg(fA0DpuBuVZ{8II=U z6JTXgX){cN02>bGVwYhE2UlQC;WdRaJR?z+U}ckZ#Cp#<#%UN&IKH)TBW%u@VB887 z(0iVU$V*A(pmXPQD8?ItAg{neAbWg` zwq49FUfh_7WCn~tZG29{ilyiE60B*cCvL%1$H8>pR_j-;g(gm@M<;!}uRt9;<%YK5 zAhG=d?+lad3-vd=Sk1%Y9vqnZVnh}b_7fwtGhH-Sa$e3L+dN+ey_mGXLH^pt7j@$6 z`pCrM4Vle}bMj2;rGRRZC;1U&&g3BFiJM-OmlGBb z-4HIBRO4)Q_C~?-aH>lTiRb+O%lZ#G|Mts=4^Ob1LwPwTwxe~><2FCHJSS6Ds+=Wl zUoP+3xbUSk*W1s}Pgi?v=Xp7Hi5ZH~Hjob@-#$1__~m>|9&xij=$XI{O2F&Slyd=tx|r4pI=7YK0k-7kC%aR z>eQ;b%(th2?7x{G*0bXIb-$FKfBUjum+=bY@^U@D_PO7}CFw!>e!beV#jFpnf4w}; zZH!A1pX)i*l;Or_@zCe_;X8X-r;i$t?T5$m+gtu+zo{uLkMp{J*7?P2yj`}EBj-pAfU6!8GLtn4sY<^NC0HtG%Hora}pGo)Xo?4tl zQ!of)wE1a!f72M`PBYX|h*^~yt??Ce7F~> zD5=M4cReRgB2q=ucta#)KmeY#c&$XmbHMw0ygh!qzCCv_dYNsNRg1PWtqd7M0JrW? z2Eo_mo#zi z=kWnxx&;~PvEjIlbF;6D?yo=m52KhyEPz=VRgJeixi`pF$J%Cln(c?3E{9gE=j;9d zIQvDBp54@c$@^!G4%g>;`?!C1?C1T5x7%|6gMVkQ_RIR%f_^>T-;U)UD*xvB{Y^2P z<=KB)>7$Kjbk_X39RBhBJCWPJ{CIqryKNu7EZ)XUKYZ=#uwaw>i$cIPwdR}@sQu$`$vX;dlb*{g?4!{I|iQG zCy-h7KDX@-*_Xd*c{cl*R?6q!o_UG4c#ih|hyQ(CR(k)cHNR|mS@p+HpD$lN!OP#f z3cp+(X1%?x0J7fZ_VQ$}`n!KG>s21Vf)(+<>#+Fz)A>Sk`Qu%uTt18VPCwWBRbut?MQe?t7dMUe5m8{pk?c`TcVpwte_R@J$2q)8~I)uekn5^)cgv(}%o0S)(L7 zmWK#pzR&p8mpujZF7j9W%hOjA&bIlw`h_i1Kh?|6YsIhoQ?yS%fB*IHr>A*&>c9Hs z$azc^Wd_@KJY8W4y3FOnFG~@01wLecTH|%w#_|X2e~jZd#?@vAGVX=O`bm2S~72cq4t+c{5s(E z?c?7c&)=olGyG+xKNl3%wt9U>_*k~K{@qSr-t}`_|9E%t_dow3VvXW5=__}stN{!0Gcf5_`U$o5?T z-OuBko=8=5=Bt|PdgXq@YM3l-L2ZZ4WBiT{uW#=^zRfNBYhS;-T>NSK{oB*?8`syl zcakey<}3MpY)^jD_Tlz8To3#phuQynfBXq5|NQ-ru|0Qw>7(`cxyFO==d=E)>9fB$ zm9#IHJf>eh>jH9rI_cKpxraE|K@#-TeCqxu>bt??^ofN}+XwF7-Mzm@7eJkdZZN;o zH=gfx0>^dQ(T|u5jpsI$=P}XukKf&Y^S9Txmx;e)dD-Gf|C|k0(dToFXtIC*{%M@_ znVzb2Yh)OI`PHrn8bvviBRQN{MZ}y(2s-1LPv|=TpySDFSP%1?IH5X z_kV2rubiS~8|Pvn?7<78`EQyvD0dyz2jHMcHExPoK{5Ij zKU`sn^KkId;JB_%8xG;&VguX|m{9A(g~yP`!DFo8txWCF;drNq330zjlY&w4;37<^ zFSfQh^D#<-1aVwA+pHA<*-o*zZhn1wSRQt;&WG+nPQr-7LGUWh*+e4u)c z%Zaz=0nP8ZoweAb>aW&+ibs4@?#CnM17FsCmG?-5rL99e^;jwU&M`D(Z2(&N>8yif zY%O0D&if~9l}q;dLgYn{NpFr5**kD^&|TKfSv$e(+{jd%!~))qTQ8B*{4H&^q#HCj z&iQ#RK2&AqG}M_@U?zfG=21=P3(!4VoEJ z9MTHtfQs-w;o{h;(gL^&p$IKwzxHHIWrCC}1ZPgDn$Jrjf^rsQ1Z83rXSTJKgN;d9 zRFo03yue>zg-UcpqE^(18Yn~sav~ujAwm{ZKqdyx8cc=29Do&Ej+Im};E06$HnLny z8IV-a7=r-Z<~J&XC?Sf8tMw$Bi2}^fi79|G3^e&sa^#wGApnZhIu$4|FbfHUym+`L z(kjcD&=ajr8gGXzSdW88Y03SIpfE53CjwBFT9z$F1hJ4?na;rmF-Sb*9zlGp!d1-* z_i5|6HO%&HxOm74W*eY*#ssJf`P(4WPzF-%jI@0WpCAuu-B2T??d2 zGARSS2#E>A*2h$wl#s}TT3LC51Lhj6*%=_)h*ki+4LTc)2{=<^P^HYqEbG(2J80kP0%8CxTUZ0JCzG)+1vbd?h%c*fM4Jb<4v0XI!iALIsuQeV&0IS)a!Q6$q)32a7*nWN z5TK&m5*in-GAk!QM3hYoQvkDiv%SSvs!@29AhW7)5Qgnbe@1_XC0tgb3h%~0cc|Kb1jYmVO zc*iPk2SR+nqUEAbANhPc$ESI=pK_hozrWxb8P0XSZ1FUnQ7-%Z-D8ZcdprhI5$mO~ zqMc&)BoE3QEXbi{sL|P=oc?vx{-mu7C~B8=U9C4iGw6H1UPOc1f{5Oq60dN+4`f<6 zbY;>4p_&ST{^;8ek%VY-e|7UkT5m0i?vD?$Lc3{o7rNCbGcTl`2c1>el@_9&b7oCd z8rxHYTN?&`K#slF`!nC4Xt{la;qIB_$PGK!1_dXYQ8-8u!IDM6#qAX6v=VcMg{K2T z6c9uqp#WqSLUCr6Pn>U5s<$PR0}Ez&S;4)vH|4u6%iWHiXT#(Pbv{^Fd1d`o{MJ0U zd9)>;&E!`*K3*qdU30^f)6geiul8)~2@B{?rVjvK`1grU^?4>p|1E&G$eJNEi6BHC zu}@v9VJf(yJSj4qmUEcw52<&ap*FY&1ag4y-ar18WrzUK;q@S4QknIsx4%V*DkzKa zvk;I(085mWxCim5c_*s|d_|Z14a*AKdSs+x-}u9&E<6Yz*AB_bOznEKdUbw7*8WSw z|5M2_=r3R8^UmMJ=FZIj=q;}OkJTJh>zoIvNZx-a-I)nN6e@yVq^gfk2K=~A}ocdOu~?J$k$hRuTb4} z>AWsSQe5{~-v#G*BaQaM-yp4Cf3C56c9g%p5kWS*FEFj}L=3L2=L?f5kAx)Y;T(V@ z(r(w-aaLHI*fO%*r(U*Yd%630K@`VeJr+DkoGa}7!*NmJ;kjhD_`tbU`ELx{3=EGiQwKuPbh1ri&4JgYq6RX;{gXPp^5S;s^Wt_fyyec;5CqqWIBbvZQThnBdU;zI+bz=Z6Y)y z!8g?2Iwr>0A;;jgXgc65wg4(n6y_C|~C8Ccx z(~C=r2>=<(sRGIbfH0Ual~EhlwiHUyz=BnxD;6dY##<&9fC$mr@*5@U z0Zj|kCQS305Cwvwq>(8Z>4rEJArKUihfl*`Ns)PV^wB z%lg%aLUL=iPXyd1s;6@gyHs8ak}9w=!y~;sTjv7K8Hv_Or1b-HjsYBqjo@0}T<0ks zd1xhr0}3)i%R+!itX0^F+!CrQQ2~v}S=ClXia8DomqG*}ZY25&c`9c~wq-h*O+Yb% z&+)eMQ7l3*0fL3LOS`Vem%noJiYLUi%Oyk5s;i=BRt@ps8AU>{o*)ODIS@&xS5*dC z1e5^b30qJ)R3QNqG>pXeNJ_ve3`NJ9O-oZsbA!#1v$&06hx-X|K)R1*WdJBZ=K3~2 znZN-cm+W`~W(g}xD}a+|Fg*o!FM>*sAVk8d3as_`fN z5hh+RkP-_a8zN#h#zx=}VKE|88zUA#2vIDznVtqcMI0HUJRt0aYaUGFdL!;qj$DbK!djXlv3k{erY^gcQ^*r@a#j%aQ_K*EBIO>1jo-|=m~93HkgATtO80FhuNYk|zKtwbpc3-N&zKseI2gFK!M z)#Xtwg0=t(oFM7m%2@FbLBc0%`MBiYzUAu(h&EEjdnv#*b&Y)RG6kFns@D0fQJasn zQpKVybfGFFp_Gj9+pO|*PVWTp&HQ*`e#W$A=C=>!(C)pvGz1N7j1GcZpQf2yEKS5-LKWT(;P*ZfDzbGt!D7m~w0u*EfL( zLIl7{bSC67Q8UB#B262zLP}*KosHfk89EV2T8k6P2{N$);cLf5ctg4+yCYDYEBi&; z^vudE%F;qbuBIW>swbi+W@0835HbUERZL)GmkiYd6VkIfldA0zTZR+I~ zj}y&tZE}U<2!n_wRt{rbon=ZzQj^%%TdJ(Ca#H2^XT zsP#qm{K|bnjA@1$KtY%o4&^G)8Y5JC&dR-BNyv@Z{&YM0G0F7T^BQU+vk zTNe?78nKgl*^~GR?aQp6ZFVF?iT0)!`f=KOji2~@?mepBmiuq474)}mZM(<2*Zb`r zYU{c1`=c2Jw=NCklGJ_uklT&?)i%o3`oZvkBZwL=<#rJcrm1uSoDPvdrwShAa{2q5 zMfRt{x$EBon#7+dpOTv`k(aA%%Oy$fydBh=A=SbdSs;`}M2w~J)a(E|qH=!gy8tq3 z_L1ZmDFrPFu`tcCeAwjJn|iA;r$ZFCAa*&A>^G&g>%Q6qWPASO@x%XQ@@pQU?1Ap9 zPNwxdc?^*C+&>)>OEC9_Yj~kOetep5=YI5yN|I0Lw7}#F$=l!1%SYmNz?nWRDxAx4 z>%YNuqplK1wAbu;#o=YH<5;d8k>HD*uZdL|)T z*zkzsogXKWQ=3l-ZYSZgtk4KYOvqGeddJ2pUeoe{d$yXY2_5EhXj}sAVe-fw^ynxLv#iLnA}h#1AoPUBYoHfaVnVS-ki9}$Eq@!H=t3!+CH_$O z<*9$vYUlCZ&{xipK8BSy5_(~AD?jJ`ibjMSO){z-rOXr5)Ns}ik`z;ts4^TaHasWY`Ct~ z%Cq78PdeWSW5&A$DO{khd;QsRZogw1h}7X4nSj z^vx5Rj)vIrTHyw-eLk{l2%%X!O^j-zxiw)`LSd39+aHDAm7^xfYy#9pw1;dW!YH`E z7c}e_UcK~8}B3?-kJ&BJw&pec;2xau+ zSYDs98J9JX%8!{JO@p?>cmOD%D;vY)=?zXA^AYPftlWUB$UO(cSP4E~kJU^bRD;nF z>nuKl2Nq&%l3QhrdQBcg&)C1C{cBPHi7c!@C{l$p^GpA-ev_YmECD%QfQLvgoD+P^hyi+j+{86D@sQCU@8!CSJMbS-|NPS%H;Ap-4=C zoRmOA5LBR0cpwmoE{A)>9f^sw$T%RZuKSqOPq`g%ExHIYJl@65Rob3$Hjl>bN)lEsGJj8A65o2m%y&yEZC_!<-`{B0weyR|!Q#cyV$oQA7f& zBwRHD^7I5`CSWb5WK_cPfXptu7^a;y2BD00MX0JOfb>8h{8o85ep(s^WB|GdYA=e@ zkC(S$SOGvv!8juV3KiWr(-(wFBLt?x1c#bbNf1hfAf-JNhodo_##XIw19Hr%LW_!@ zuu7h05#J8RR0tEOf@+z@jJ`@Wgc%4%g6(6RF9Ojh${~^^7ouVKd3$S3v;czmH@&?YRG`JZxUQt!EEFP<1B>M zk>U3_ArT0K5P^^wrp(q~&aYn>d26lQIC0H}r+?ua#OAyr8WvP|au%=_bzTZnj$ za6|S?U`NEPhNVaZ0abwEwmLU~F#!cofNLTqk%)yuIztJT7=+g_ft5KbJcpa9_rCBNzegu zQD`0JVCHWIl5z($WM@KR6pqT_P%d3V$SXrAQ8Qt;K~S@cb*dxen=}+a3cIDAQ!0p{ zCR#0Uq) z6s2-uydY^nIT&IT5dw8oD`-3sg0c`9fDjrx0Rx&t0jpAFLJ_J7MsTHsBbp-sk|B=U zyC1fO+~P%M+hd&cAo2BW`BK6}2&xELKFZHJjHR#S4?eqpt=4<(@8Xw`YzWI*EOUCM zGa>><`Xm%6E)WDkBq}E80>vtbRLLaRpbD7kQb|R}dyrQBh!cGfIWP2k9k zA_3+~@X!dRLa9P1WTH)$mG}mCXhMK~vcx83Z)*E<*n8iSGiziTBbIi?%LN(c&q9je z8Blcx!63}$%?P72wQBE4o^?TD*^JL)_!^bg4OV6E9-jW%OV!a@JKA#2B7j67_o26= z*D26EFT2w@AWAh$t*XAcwTh>v5N2WUjItScWD^ifD2N?%B9unR$dk}J9F40OXZ9ha z1PNJzSjte8R9+PZVBdVp7C6fTMnI}CAV5-jxEBxzF)LoT9HY!M;3C?TP0GRcOS_@> z6I%dMad|sNpZWPBA{pxJ7hr)FEeS+CDJP|zP*qrofPe`^#hIM!YXN0aCV7^lRmNnOyg5$O zfEcaLN*S=daXlNLE2kq@)pU#yB}53~rJ7FTsu~FeSM?j$6V!Wx zdy0q@S7a54G-3ou!tODm@}Qg7WNfbCB(y))S(j#$#_rou4vfX&y{IdD|jf;_m`-X_nR_A5`YgHy71{O1Q$|-eH_{oo=XevsV7KwRKe0_?a z0Nc9i}K=2Oi(#q z8cv#D?hBjY583{p>kkV&y4`Vn-|J)XYs9#+EV3zZ01{c z@7r&Rk-OV2J42q1F*1*6Ja)U+U$kIR+r^;3|6ifU6>vL;tFFoyiN{O}%cHt$>u z^A)9A0l3fnM05rp1vZ9V}7#bchUZCX)F&-OJL0Re{}U`Oa0vLMFh`CYYto&P%P zg8AJtdV}o{ncF4bn!*1X@K@01q`yo4IQSFrf1R&e`I$IN7HectI{j?uHu$n!wiRQZ zCqkqKkNbT22+KI@%L#`0v?Sui>x1KC-ltB(A$7I9RIF2WB-i8b<99Jo(?L1fPzVQ^GVY=lZ?aaLx3dV=L@h1y%=FvViz zzH}y^W&2U>*!)KQds~V2^Il&D)@E79dpKJ4$%~U#0cKIb#1SwjxDb^n0~T?{EO5yL zx9K*)y*$9XB>*H;2oX?&vVtr?=KGwh3=fkoOItEI4S*m?!wkX+Dlw~qGRYB~OLEaV z^9~WL8CB-+8uzmhXV;cp5Sb#$K743@GaA$MJM<~aLkGUw5oECX=n_9 zf|OK=#46C(6Bb8EOgHj_3XzM{Kv3YD4i*R!!XheIm{smtJO%;8CazTHAgG18zx#sN zB54L-fR;fy!qdAG7f>Zafel_zFKMe(Fu0D-@Cj7k8Jz#!Q&0f>kY z0kV+1A(rxamAw^sO?xv+nU)CJ&^Y|pyg`=S>B0w+=;2b22DMbXhaR)Nj<-lFs7>wC zDLm5dT6oMyqtS8p@)0o2&B&=*!$PmL$VmY(6$6nuBnq@#?BK~oNx)bJ6=$Rd5@13B z5)fu4RBna@RG3joj64i5IXy9E!el}yuw;j^HaY^>QA>``!u#*7E@=#EPVvitQXw0GI?o42T6xKqP+SLP&<>1RpgM zYZ5L+mFSgJKGQN_cpNj{*X>#>VgI@*AzjXqaQ?c%?}iW}0&)-}3n?IE`uVh>Ls?W+ zssK}oU{MOu3?YEEK}Ri4k$_spUOti?nu9Pl3>rn4#O>0XF`WrSt+i}m4)U}u$9q{m zE(>7423%|pOs|Yeu7avC3jkovf)yJCl>w5(qNf2h(5J>oSn2L8C?b;GEz_&9?BibP zm!!(wD`C400rA9)l zQ0vxw$Y~UM+#Eg$Woz9!oBkXzc<8a5f5&;yWZLz^tn z8d*Ke2Ac_Bm7T+p8W0F0b;_jhtc0SqVhkIFSgpgd05FvE<+oICX>ZXk=j8(>E?<9I z9{+;>$7D?hg7$P$A^v^oq z-w}D1uPOfO^sq;w(rvA76WyKe6H1z%k>2-OERcy?c1_gi2 z>yOwx=EL5V9_0E9_?CW0YTBQnbj}FaP@&!Tgo-ih@rW6;b&g!t%V65an;p@4%_%`A zl!&aWte`x2q9ox*!5^8{C4PRLk475`i*#r=ij%>ys*hjKcsPxM>4`*3ux6_XcU2RZ zw-km=@yVLFZsng)4mgii2je2#BFAE9#`l-`&ynXH0pNe=@o~XVkbgeuhuN0Y=PKuO zhQHG+DymDt-8}D}0K&PI6Q>fxn3E)}3^5?1 zAr_W7*oeHk6v3c*Bv^Kopw+|Vy-)A&Uv0h}+xMqTF?&8g7`Y{5AWN^bcEnk9wVt&-v!k5=-1+22E+u zw&H}eOYeW$UgH`_&binzfcL6*%CEQi$1#V~fLKsJVry=B){6eR2yfa-FoKEKjV^q^ zk6-^87P+^}Ts{Ofx9D(ccEbcbB7S0=oGS2PMj7s%*JWkx;5K}pT#|vqePzC&6e5L# zAM9_C=PEuP!Q2cW1+a-jopvr%m7gNdL^r%9v zIvKG=SXQ_tC8<*DI$k>|RYj6}Ss0C2W}XXoCbWt%2oSqC;1s1fCC>{1F*QH{Um+;( z-k*v9pd)Q+i%-WwL4Loik1<`a>!oSOGKdVTMLEa|am2*1-qyxVK>3`GIieL)jM3am;bkR&x>}gG7**A*G-(QHv#Paui1a2_u!4V8CKz!8OX0qL3VG zA_QJ8zyc9jUIAc6hslUUEh20U5yB@!AvRRfS`iZouvK9eVgf>Pl@%DHBPwC1D##9q zat_7rNjMoxsbMIMCd>N(tKtR$-9f^$60;85dm>egJY4{p5BCCZdQWb}D^j36Fo9|* zUQja&BdSwFu$*(Adp6?b%@B(PsUu23Rt|<))@hROK}gI-=B*@AU71TTB><|Bs0p&= zun0_`0^uek300_bR^!qfGD0eu8Q9APyW~!6p@mY3Ash=&Y7pA{Io=VB5G#z41nWHR zzEwl&5fOQE8Nq&O`J{c68+c#=WfT!GR>lyhZ;=!%3a@d#mFm)Z1_PoNb2$SjabumF zEu*0{r1)mE{RS&!rU+FqAVxxrgenT+5^Jd}XoVOQf$8YLiK7t+7GN|kf^Tv)0=ylQ zhzc_Z0x6-Q5&%>{tG@tlNeocwQ));7Yemb+B9xgPBMX^X8Pj8aJwv3Th?J1Cz=}|@ zWT}~uMc@n}1qh8X1S~7uJ&;Noumn~p5J|m}Qe$;7EW4X_+<&t2&01H_*TulK@Z=8Fe;_aLUAVp+sg{5x1D90C#DSBYZ+Q6)NNp zCLJL?M#T_{rf26v8oizX009(;K?O+KR9c)Cl+_{^EDM=Ktn}nqxXe8uk|!WCo1kHp zTNRa1b*b~r(|HV?8rn)Bs4B54z#};mViHiLR&ga^K@}ooW%`c=g^Y~f64&M=#ZYj9 z8x41WlUM~jCrm?K7}`ib$0_+b=s{4yYPpgZlu?uv5&{8K6<@F8^*+Z5K(cjc3Q%?) zO_7|CdMr|a7iT5e-F4Uqx0ca47i~;_o>ZU+OKXkUa$*TCDvF3{AE*@qt6v+^3SZ7? zhmj>EKr$ADyNz#j-Hen;}FwKu*sXHnqdfJb z!tRC+GLcV^h>D6WvJ)0@=li#sEI?Zjxm>CC_DuRomS^GHjK78~vHk6N{^=!9+EaA( zjgU$nt!Rtq{&wjR54k`3o;)kv_FgIT*)Q-orXaNypWqVIz^e)$qY2ez3smDg{WO1| zWNY8Y__=Jjyd0DszeohdO=_f1J9qGqn9jIohSZV`CIcZJ(J37#fUx9v|IZg`Dj|?# zRCp7*E~0o17Q#wqXAUp(h$@s~ktOCi3R$kjn`Kbc>%hq97E}UyVY4>g+y0jy|Mf>) zFM)lotVOL@XFTbG`n9+3S)b&zviF+FlD*quf=Uj|&`aJ7<~Itk)k*4&3kaP;A!- z*gXY}!0`R7x_erATjTU{(Pi4C3c<6rO_w!;*`i@t6NHv1$ejoQC`ynTRrTQZ?u-Cl zj8}y0q1Dg6_9AeAA{12uEu_ca=oqZ$s;O0!?RZ=OntX>)wHR~7IeaHfT0b1?ALO`S z6H^?n=&wiEV}FpmpH0FuEMrm?1f((3j?S}y2^!!EBu;T@BHAlvM6m#MNjIR{ zf6Gi)TsZc7^K2yN`KX-ZH-E$ask*@HN;Y9{et6KA z{huc829ls14#@a6YtakJVKf4-DId%ciU2>@JdG%7YqbaoLPMCD{(Ar4h7znj0^IGJxT6{_+gdaD z6sksZv0cWZ(HL)2;#5D|8tb*?s=Mu3XVTz7>5sVm_tSrrx8Jk8Z`(fu{Daf#eH*r) zGzd@Np0%{PDiAg_xum~Q-lNzGC!XOArj@+smbfiQEExwBCz^v&L0MvnhMMUa#YXao6#P9D9tz=kq+)`&ZMaMajqB;8%{tW?&uK z{&Ds<+%xuZ~e>lnGWC4m!-d`T<_yc;=FGC z(}S5;d+xI>@wB9$=UMNBp6`C?K&>YwoXTIM&Sji*{ueDnDtCF9>hb-6p1M6f{ig+> zR{~3-AT12n;~dukB{T%i1}AgjqR|L0+HD+fFkcsH3QHVyj9IJgPFjl=;e>e~lnH&I zwl024!hC!!_JR=LB8sGf=EM*ZMJ0rhvk)2sn%&o{!t8K%4y>b` zxGjN;>VRAuD2G$dLPy?s*%tUb>_m0qax4Z^SrCwOm`JosN>sjA#4tErlbpI zaTGITh54k8m7GLC5t-+N9E`qy|D4Q(%(Rp5SBpE zHz-X4T2=IL3WC70B5K^XR6Ln9{t`5qu8Qp&JsNXZ49Km2gC%NEYe_WIW#KM0a+Cl< zibEwpa8VEP88%0(eL*Ti%S<9U_Inl4xYHKxu{K6&lM000P(2P;!wdz@txFiNI3jMi&EUZEPv zT5uL%QFl04nTugMmLe@B%j{JxHw;#!RGT^H$sR1;U*bu6bHtrNa<^>a+8Z(m2 zNI#5)sY~%h2&kX}!HEO{$rP-^a$>Cwn;^{GX$)yqJls!&PL)+bScr~P0QV>$?Lc}z z4MEnn1`y3ei2ol=f3jrBvYlyS|7uj#%=UKo=+3zfkcn)VS;DHKP&nd?@QFF#lmiZm zl&l1h0Pe-T=bVUe_r157sp@Jt2-F*xsHmCPYQFy?>WN7*emFuMB<)4ZPV*M$gqJGU zDB^tf#^@nQ>6BjP6lRsRE&DJY7n5&F>)rYV7fW=%9+5V)k`y5(az`W~otr{nM665| z97M{g)y^b8ib07j>jVskp^Z_$A1~o~@1}H!(pWx?PqY3ju_gs;;lgQy;0lwnj)E>^ zaQNB!C}S^n`19I@Mi{y;JzEgV^2!{M1_4@g;_yr)Cb?%TQ^T+_7LK=^6tM;ILc8I+ zc|$Br)%D#XVOx?+IRxCs#hrA%2}1d0HmhTro%uMI4y^T*h*C-hx`}t!$XXLhhb*?7 z^aD>!W=;<86Ok0{zEFY7IoLq4v6F=c^JGQSsev&xvJIz3)?nN%(=xJXDPr9tsc|(6 z*CZ_@$!Bo7Rw2!{R~K>>*BYvko8<+uw0ICa;YKM`m{eWEMP-l1yZSLrx=`|5XmBn} zZk96zv`7sq@B$Inx)fV6%585)Z=H!Kr`Pt*NkJJg9?IhI% zhK-J`F{L5hDN#fjy-a^(L?E3wAhVPV3P}_>?$?c?X4r_@Gbk{bmJyfX+O=kD#7REb z2Rl^1Eae>jZnhDY1rz>CRLc0)obCHJmcHJu$x9UPag8qb4}X~TNc(j;M$RYGD?@Vs zu6z=87T$$BsBX%eemm%na|oX=)Xbk>V{?WghH0UpHgQaw@whKOu50n@lYjfQ1=%O< zVs+4EmYlf0b`f$Es~XA%aUe`@lFSS7mfEERsJjP%^0-;DDanUR)j|V;y2xrDD&?U5 zo^~fsczQ%8Q`}2+WEzOC&7sk=0Pp=>7FMan$K~-$%UpHEhyU>Ln0@$Y=}+tZr5w{@ zA76^%Gv)P5@Y9q(rw^l+h)4V@9!t|J&Wq>Ye;T6m1rO>J9EWaF~mzN z*Q{Dts=KSC5`p?s{aFT|A10CnWo(>&E4Q7Vbq&suob%H)=WMgI8)aQ~rRulpXC#}5 zzVza@JX)b=TK9SVG(P@bo3#e}ZPb_t|Kps~S)^%Jg%-2R%*z-jm)4#)!6y`}^}S8w zeIB&{UvK_8<)T{q`JG}XT0U&D>e^^wXUfPd(`C-nq-VQG+kB`?FM{BVm<^x0O+(gp zwOH?apS|lvZ24(Bztwo)s{FDM7m%Kp)^)q|t@rEs^uf0mv(hJx!tMBLUp`yYL5DAg zT%1r%o|~;LUy%b+Lz>991P6VnaS6E`I+(S@$vIQ}s5}*E;%5;uW}7@am9|_iHEfRj zKe~3AE|{XhrDpX8Y{IALs1<0>3-N)eme0?~h3t}@efk;W!8_q6+%v1q_HYXc)BP9{ zbuxExO`2~iM4j@OUX`V&&4c5S=W-tPaUZnP?T^Ybyzln9F-5aolC_+_dc9u96@a`uKHU`|Kb78xdPg)uD-%&9&SH5Uei zjN>))?(yclOf<9}L*ZLtcJ#~#PY&5!_n2pcw#bU`=uV=o)W^rY&KSQbx7ijE|F-3W{@_e9j?mH_pvT^e~Gw2mm5sgFT-{hIj zY3V3AIZyZ5IM>BZqJ4a~(;1=5{^B%!8BEO)V%3>Eh9V=y_0 zEL^DuYCu2~Y$O>uk)ipYT=%Gln+rXcQvLiI{l#?y+QXA78@fD(o| z2&FJFbj}kAEJ7?0!X!51c{!eaBq50%%pjT(6p_hVG@wqDu7RaciJZ$Kj>vE(6po0~ zgB;SgVG`OJ2Qmiv44I%w7lDAC6vZ@?T$NTX=^$`YAqHcnlM{!k7r3Pbh=j;gl{s8F zcTE;zVI?AjClCU1bfY$vsBvjF&dKDQDK67J2(qeBa#+mNF0mB`r-LNJERj_zaYjB% z3{Em9M>EkOAl+yP)rhq`{IH;=g6J62c@o|T3sX=TZkf63Lb7no+^0-gX?tO<9FKYo zmv9iJB%I8pSS3#%kMcdl0rl6h&#(qLg_>WDNK=UGd(#rK`HY@I5cUF)5fla zJT5^YlB`LQnQ+cz=t)Kdz$8h96hgo;Z5jDOHLJ|-<3|txACrNf=#0TZN@~OjPS;kbmh&9Lrv?=W6G?hzw#)?Oh~bk;Rc*wX8Dto4yl(o&X&EYBG*nb(35tSrIpKs+|UO`sk1$o{`7qR{a>H|ht>jS zElh%(o|wV`Sv%qGJ#ua_R?27GR~rAyK7>-VL~JIF>s|0I`r>7Vl8H~Iuv|%)D`#gm zhNFsJ#9NqWD4~=Hk3G>-7A}Pw+;WUIL?=I*^EzLGiEXd|%O&t$h&>~7KAH3hvpAt)nO!kJUb47z2`^n-*B$t$_!2}e$jSlkdIT$^ti>XcSb7n`C0 zqo)nTq*M_UG3Riut=M6fKXSQ$bZQ)&RDvy%VNAIc)D?M+zWLCP;%?LZU?HiS=5_Wu zoqpqQXnX<$d>B{_KM0_y>F%&>yofe~^dL;)_Ow-$`9|Mw%iWr^Xv@yDjyFaPE7L?s zz^W8ZxPMy582s4F;Y-gY=!mqKHK`K?VZugwai;)4kPBrZ2HD_nqDdr4ahGnIva%?* zF%XANi=zIgiB9WxjSF-F)# zCJDB;`<*&@zMO+nk4#PZsn_3Pibpb25Jj*+gy7+ek~hp_jG<#HFD0U${#^p3Orj(V zo)d7$WMPBLInUt_U8vQ?f_m?cbp{(1u4}0zou!93qJOB%UxN3Mt5Pd`_V^96G>-Dn z@%W8fyX^mts!jT>EnC^??d8)$->+Z)EXO?a)1*yCUjFnadXeK2`?9^7jv*hn_Po;j z(_xYJ#K*_%x4zoRJ#$@JlADcq^gy_`em+Nj(eg|yt;No(p&3UQOR#xjQ6`B>Kv zb=(#?dm##y{VzWL(d6&^^B-(_+~0cdg`mfEIcUYjUmi=TkuB!wT%sw@!0lhS z1kyc`T8S$WLKfP8g)Xjnj##Q5lKT>J<<@^a_Uqs&^l1Fd&2RMRPr(O^eDiI^?^%e5JB9Q^Y(Jvw6nM$Z?%PwSg~`6h7H{nbd|l93^#?ssd!Q z$=M~NPsWI9UZlk6!$K|_FMNx(=%nm2ziZ_5+b9=k3A~loYF{$;%&*H@$GmoX**=ZO z% zrKD94H~iR|@kq<;pr^qb%7&SK-Y-zZIQmE)XKl2gGA}#RJ!H=L+`TL4S?~w;L4Id_ zsEjgUnR|v&k2#hgA{AK*O=e_1(f}mO)VZgl#HIvh&y1*iRxyZ6ejy!{cMGe~OG(Q} z3-jX22DmY~9sRTtwXILTIMSRZCbu?+;X}lIJ;=RHnk* zLLvwTBMb;UUxsMZaptI8u1iaPgWsu7ifWyc2-Ojj=d$V_nEt|P7nY!OpC_3I9&@~G zVxXRpo?=-!lcwXy!`TcHva+i7j5#y@)OI!5r+N)U=g_AwR?=CpJhUP6^*&NZo^G(sYKdVqKmmbDNiiAEAnE^pjs$LEdJIEGFMK`dI@SgWRGpK59itzCmd7?p2fSHn$Q-*iLq{PS`xdtjT zCumabTDp+dC-@vPgX1os#%(P$de~{>u7torqEdXg8IE-&5t$M9B3;V1JvEa0wlC+n zeZm}p>14!$wUnYU9LB2%2aSjbPN@`P(|RdAbhw=a50)OsvFXGQj~aU9&?|xs|(}>K{s$#j-pe zu?g;i@p&KLNJR6L~VXaUY+ywTgIaat>7~FyDq+5dAX8T9FS1fZKTloQR}H3 z7#}O13w=|(RlaR;FLN(rR4{m@Lx)LFF?CpE!Vp^eK z62%i!WA0P;7uhaaGWW21v~@l`LpjewC$@u&Y;RBHz1T92%dy9NF7aHmUDz*uv|hF8 zvAh#M2Jc2EPvcJTLZ}T8?_uerQj!&C)m!`ckl%s+<->s*Dx_PtMD_gm^xKQAXDiZZ zaPF!xTYFru?@uqM}i3(4U6mU&rCGJZc7+!B5AA`yC_51VfJ~rFd=d_L*VgJ*M9yXJf0U>ebj!taAp*XkDs`NL|x-UbNKx&-;dI%MCHet zb9+CZZvGKVlSV93=sDJWYW||6z1-h*e;4+A(rceFzK_fE?d5NW=yJX-s1NzvX1VU) z`Z~T}R^XD$Pp{j@L;3gi-(O|f9@lNR{SqpUE)O@`lUDo32gz>fObTH7do^+rHf2i}r2XzW(%o zJ^8<6pD3@txBhv2e_j7!4b=O&?&F%BbEnqk^1EBUsQ<0$bD_(!GvCsq&GMAn$D(g_ zf3F?0{^8flfBtp-_nj|rd_2dxT~i9CmoYTlR-K<;s{OHhM$J&Jz+)1LqI{o-f&SO-4L*H-uMzngo_q|f*AMIMh& z=brL;JEzxsC*6+g^IFG;r*v8EH=~K??LnU?p36*$^?Y4k_>#|zqXN&=WUjyD^`EJI zefTd6Kc3`wK5#q!0corMr_!IQy;l7#-)z19{`JEPK7QblDCPTyMcT*aww#YLA5_mS z_n|j!$8YU#-`BUDM#xc@f2jGL_J@!E_JJwog!!A zGRmb~zFzhHLRjm}W7<(y;>Kr=GyBKgb2)~5n)H)wqSvc!PsjE4({F#T8JwS=w*RCO zI1mp`WQ`2PKi=5_3=eBs(J-~K;;xL=Rwdix^z{U{y%ca`nht4m5+|Spt|3$X*Ri-S# zxs2eo|5m==u^`)ge*Y`m*Uq;mvk|KfE_t<}Jl=jj?w?{#>R-uf^){y6ZxlCO-hHuq z+bZSso%j$6l_KqO@Tc$oHy`%DKc6*z_lda5X`h~-a?bZ}Z$Ce5n{OJloS$D_S4`VQ zW`7ySf1RF4DbgfJ-m)|bo z_2>EJkL~5l`1Xs^Z~Eo9jjvaW^UFuNv>W5wc~ZM9m**ZhGd`3PL?b9TrD{RT!|CjQ z{@cH6LFM%|@42r3e%7D&QXcE$gZ*du?$o7y4s= zew_|CF5&G%r_)vc>_J_BB(c@nF*Xn=S{QEV9fs^*t z3c*O`rk|@?m z&t0BEMCA+nrG4!bgCw@Bra|6$K(EG-kZ>StzWPBK<~4V(uZqSUWV5` zZ61%KwAO^g=cFW|6dD}wYd+@wt%)y~bv~|X()&ES=T_HGU_Hmpl3M+e#1Fek`47sU z=6xOeR`@f~HYRy0*I96D^LryE{&?WU`Px%S91;`XWPQkLCXD52M_pcb4X+KN6;su; z0m6NM{$tQ`n-CjTxTpr|7nY|^e2r-{grXMjAgrjbY=3nUhg}7^YVAy|5xay z&;Mi6pGAqJ3T2_*;#33Ya-6C_rCzL4Bu40%FP^{E^<2ull+oPmh{w@pU-W!Y_Tw0t zqf&|cW&e%s>sa@}3wmBar1W0K<3hgFn6qTPOu63Y<I`?XKU%Y8l%R0G{E)0Ff9;2Y%xrFV1^Ezlh;1hVb8>+ z_wD2wED@DsDOT_(JPT+Kaj!*JSmxOZHHyRi)cB8lpn8b%!QIZs$9ew21r-PP;hqAaHg}phU@#MjnDLp|iN*u**s?e-va__Qi>NDsl0}1=-r945EE$z z1tJ|5L|W3bN5n~-0m?;FH9RDo6PlS8Y-Uz^5oq}-vYQDo6l%GbA7U)<#~E1j(%O^%^PN2Y?A+Pv1=&mSfr_P)K%SY}n` zwR+OQVLk#EsxhZZ(Z(iDBWic0Kql{-b#c-)EM-fsNFa+H@((i%2Oh^QQGt%fLbl8 z8e!2>{Cg88oD-)bCSt1A%QX&jOwV~(A8C{GQ1KKo0KBZLtR!5MRY_RtgZi}K(@G_+ zLQyOx?PH9csPoy1Jh&Tq1XC2+eTpnWi{wS%G+&ovaizz%6aHRmNWE(v6gA{BV_l`! zDoT`YmN917fk}A!dNvKB7~K0@%X-m`t^0oaR$A$-EX=FMIWq0CF5k<2^P5@{>3M0> zw+qQ7c*>V}s>63a&RV?t2wDVx_vl|G7Gg8Z)qL{yZ$un;Sl$TLB6_GvxHv|0?YdCSu#WO6BKIcVBM#_J{ab`x!}v)z8-~QNZbc z;Sc|3CmBc^9ueE3y>xa9Msq`CDi1=;yuQy>8H2J1k3+Vy=-NqlHY1i=OKHUK$8tSxr7qhg z@C^D0T(aGa-tIYdm#8H!)mA1ce#n__;Vj?cj3`h0WjilQ$5%gp*)P9$c}OOrooC+j zR%MFF^P+hCVNSluqn49xaIak3__AFl(MH7NbT5ya9`6*#tYbW_bpdsc{j@O{?TRS< zb+}MaxC9owf=h zjN@(pv#z?UDlbJpXC_i)Oj@^BD&iw192w zrCp>S>EY*Ncz{C7R;08#S3;^qc!p(6q%&i5v72S@G>qI;BtX6Qje;|s&p9WFgqEH- z*o6yn#yMQ9Z0o|2aX$JxUM{0y7OI7s7a1o%{4>LF0Tw2yyr(1Ln!!SjCW!i_ug>snk;I1@E`8 zz2IJ?H=HB=u(OA#R?!v-Hy}$VC}jhRF{kDamXewIm&}(4NZtshd8J6s#~y2NL1Fy? z$jsr1AgvQToFk>MlcZ5nu#uZtQVZq)B^+>0iUfyt(m~3ZNJW+~npQ83lil2>i!moN zt4Nu|UMU$NK79lwRKPNr3_XQ_;&Ma+v=D-kWFP`0aHOr1kK3Il%xcCM3^JOJrGFFy(CKkji4?`wJa__o{wKJm38gdO2$wg{t#*l1|LZy~uNv;iu3brSM2u zJjxmTWN(zv_;Eix;Q@dtSeu!gaj^GBP9#0n;Q@A}@i6AWKh9MmOFNoz4$orw)V&5q zok#16e@_^Kd%@s5K_02bZO*Cq0h_W1btm_<%w#fmf=Qt&6m*uPh54bIN;-i89^nW_ zk`m*>U=bxjW`_KzQbV$G2r`J2MO@UFM`m5Bjc_6JLllss9ufuG)J6H zxWo@UT7*kD&v1*h2!KMCVL6?}y(MW3$=hDVI{k=}cN`OAVqaT0{Y}I61uwt?v5a?bkEbyL!c?mOPx!}t=eOCTy#TM&h!daq$3QRDmrGOs|*cc zT!Yg&U3O~Wb4sQ4sj1X{?~YV01|edS1g54}Kzfj!@7pWQTK!35F`LdFx|*zFNqo-e zGpBG+QG%q4=d)8E&1W0DBvXcSGHw^r0p2HhNM$sVhc^#~A$u~UFgVFgQmb-EFaqW> zE!>d=uRw^SlIr96opNhX@e|gj$UHV`3tDhfjUVdF-<@I-WS|9hfpgrc^xYfb~eaXS)in8qIfM^lr zMNjLa&>(r2$@lMdJc=Sw5D2QKSG!E*dfdNPxm0{OM|i#ADNh!?$?bz!4ZPm!`y0Wq zmXeujs(hX^RibUYT|?@A?@uEu{p=JzC(dUrqv^@Meg9B}YQ~s{J9;DM?B3rzK1Q9j z@zuQs+ajhSGo`1PmmduZ80qti?`pse_AJhSl=k+fAp9CX@C5`iWl{ZWb*77??hbU zs{N1S=>F7WC4O}6gy-k6KEJR!-aJ#wQkq;+bxqMsEL58vOh_f81bX-Mq@$K% z+Bge!_ppOw`d-ie6Y70olp5MBmgE-H!6#=z_d|S?Qu(7zk;gq@t0e13(ttb6XzmaI zl2jk}U5#z_U`GUExX(-_y##1Jj<`Cj#PLszQhx43sjA3EU!&2)wgo+5EQ3`<+ zOcFx)^t#`l!Y(SOTH49`!u`wm_Rphf>7?_pc$b3hNiQ|=9QnDvehoIR@^s%z60^3s zb-_BhSJ?}mXK3NV@`qDi-+mQhGdm)Ur54nbu&kEG>2vfx%PLuFq&kI&DkCvzI&7+s zjNx%VUS5oOCz%CbSL zgb7m-~X-rFPI_jl+KO-TuRg>)dm zt437{;!JY*Re8>ICMRZPs*`zARK0osT?T`{b1=-fl4S>*czQY2Z z!c4l?3F$8Dc~ry8}bXlMDqR3dyh-1y5-d88FTyf`ZDA5DH_WVw2~z zfk2^^pe_WuBiFPB-d$VJCClyF3Cu=pO=gkw^fS__5_576wIl>UCNzsg06#LI3Gg3* zFCr;?J;`SXl1sQqr|c3@>XSV=8zBh7Ov1v*;7~k>xkN?~iJUg4W4)|LIW=aPQ-ahN z;W7$+*CezICi3DYhA;}*Sc~H=95kraaAAjcF)SmM%u`sB8sv!xVPQ01(9FEDsL-%; zab=%!bh9QBS*II0JrjzAp}%Pe1A{Q}113OP3P=kHhyY1+vN^{{2#XS1S2_tqQ`wm~GN68$R3snlqY#v7COZjfF%_~9cTEO!a_I_Z z=tK&VlR*eFPfCtVwqYSo&Q8pXbbv@{^1DhGbfN()=>j%jjFeIe5zRTtslX&N!_qi~ zh?5J8DnWb}54Xq#T%E}Qfx$Bjee#dlrmAPKooXJ6T+#0_d_WAynM7KtZ7}ip22gS$ z9h&4I2p|cPU^xw%b5WO=kymrCE9eaADKlg`DMFEGWwDw=vkcTp&Er&iu&Wa|n5@za ziKI$$1+TL|RF}dfndX>g9TGuETr1xO^AQkjt)hCncigB?O(%w!7=F1k1aspOv6bFlA$j;tk-0uYcM8OTHsoY=#_ z>ZK+xkb^UG9@dXoGLS3^Xv!n#H0r2&Ok<%RTIq96vB5zXs9hGxkrrlQKrKW?nHCnSY*tT-ySLf_;E=c)6GYQSH-rn%{U+9 z_O7JSwrHzK=@^((tY_p=swK!=g9^dOjncq*4D0teiTx^e0gBOm#OsU_oK)D5v!BOt zD3-$I@w^uI#piNP4hwiMBPv;4l0Jcd?^1?+H$ONyeUX@~Mfij|3qb`_duJ+{CABFQ zgAj#UQXh1Gwik+KPBx1<)6{c3Md@X@6PN)F?~+!vUP`;k$!0hZ)6$KZsRB&LOl3ll zTk3QsiG`EHo}VZb(KBgKBoj+BXgj(xr$jPENk6CePVl2SGzeT186G2$%A{OQR8A4$ z#-&XzE)bc%UQ!5Sw?~r5BJE7&kf?2fOv_<8&4nuf>C`V2hy?OjTrco;;F- zr!V717Ni_fsFgLC^jiEAyHR-~e-m$K5UH>8F1;Me6U)j=eZJDi4>Dv5d=Axk`mkik z93!>tU!E0{JhBHYbGO`G-o1R;W@s$R+v2Un0L<;Yz34Wz&5|)nx!0sNivMP@JpSKn zA8Y+DQvM^(=aH{o-n7^guH;*xW-~G>a&oxFF^|F-RswFrZp06zcjPqr%u)z3=fu3L z75ClzkhTCwXo_SwgBEfkuOEI2{Ef4-eiNjP&j60PyBtcAHuC%}rZr}0trX)guhA?u z3%@*{3mnL*AOBdsKT1D15W#vMi8hz*5+5Ji|2Of9c#cI>6lG1kjQThH{$Q=!_GA$< zB8QQkd5&x7V(4gZs)8?gU z({>nNe9%1D>*a~A&v|_bFCCBP>YS4r)kT8%BSl#3-upb3a+F5Rg{h4Cg=JcPPuH;DO@!k;kzgZlrp)c@yfzqfwSti`qq@=5MAAJ#|S zcfS0w-6j()`f-xF5s#9YylAN2(>kBx44_-SJ8E7oHncy|rqv}YXWZ%hzCB%v!gvwC zPPxhQMtq6(IX7oidB0&FWrs!?CDw8B|a>E22SU3`nzqowHz691Px&)DYCI_W53k^)}J|@MN!yDnW+#fOZuE)3CdDl*Nh(ObP0|Fdw^;= zKdpn97?9$jWTdmgU5NISnhYkug-}XiR5J_SIeA;!IOcv1*K~#vmxgLACmv>Ar&kdu z)AHdp@tP5_!;U3-QYKC1%gYCwr{ad_=q^l!o+LKm!5pN*kU1v+06x1gr6kgs!hKq| zNJnAS!ptfpaF3wOnG|N%NY9)BK{5^IOy*4UTMjV+m{ieL0;s1>454WWxH~aKMO29h zueS^~u2fYDqft&ul6!aqY0Mmeux2H}!jS5NMn(g+tx3}(M?X8gSShTmvRfpescJ5B zjw$JBKZfHhg$pu$oP|HK{Y@l=+$oag&p9pgPY~0f(amEd3e6Nqi7=HU9T=H86C)y$ zgd}T)6o;|{<`GWHQsguc`y_-<%2581VU(B|nMA1~0tRV{2B3)~a0zG29F#;+)qa$~ zKdNPAelsBQC5lTend!{4=u~DP5W})45pmKAH;znr$PW#2W&ZJLlgJE5k_5Qq?^QZs zC!8sx)QEyv()*ThLKK7uR0)yJIZkNCh{?vQ1T+0VL8cX znudeGS}xeG_Wdg(1xyYmjqq8cHt5Jnh=YnEObK4NPa=sm=^LBO*|cNnz%}vxpbgF<2>(9unzDk%SU7 zBa#FeX~FJ}Oh+bM+Qdwdkvl~a0+b=6&?pp&45Y$^ywI$O^G#`rPGZVvjup5d)=KX} zUZ6?EC?f)tOqhMiLE>FF36a5JB$0=AND# zxFi)%iKrgtBo0cVZs}9(teG3jE}t|T zrqoH&$>RNkQWrf?d)9O#hv=+m_J|^GyzF!PS9i@(V*kkN_Y5DSyKCs$l1RweMz2@J zX3&`~bJq;*d)WD&EzDa&62#d`o|M!3c}|NN0ajH`0<+sp z3RY-h47U+w+uHpy@iDHSW7Ro5kJ(O??j}@~lZi5ti3DkIkIMHfKGi4_XR<-gmL0V3 zGGa3#Bf0nF(e`=a5)?BnC_*wL*h7iPBMCp;VUmihle_>! zK)kSBXO9vQkSAm zGekg3HI3(3LvR}Uo#x0Zfn@-h4kB$0slDGsSe3O1fxC`lcd(R-Fw1>(a9?T}p*c~7 z%hH*PbJ>=aGUtYnX;U()O4zO?-VU-!1%JLhY}Dq~D& z)`gOnP|qMSY0|g^3cKZe3)_UlJ>VHY$m&6bU^tVMrXrW`*~zyULh zIRmc2_PqK~nqxVlDLIN?s?{W)Eeap~e1A_6QNiSHw@=41x=1PM_M6AQs=Tb@GxZEtnx1yfI1{P-gm3_J%;WJGmPgghT7ya0 zlU-7Z6a^QKu<5?~>k|fIjq^0JWw|guI9tnF>_Prl##i@8p4)&~w?@>%>BH1X}n%OUiX{LHl`zfQXeZAf8K ziwvMJ(~rdcF^AjJ{D!dwwI0@ckM|y9?dJ-)*6}cZxH=VLmQp`b`A|Qf;X${!B-3e> zH}3b`-={fIuz-Y8T9(GT6s_jnW_oZ#RdDz@=IjIVGK|Qw&fG_GusEI5r^Wk-f^l4F zY3yoU!jklreT2sx?#`sdYLUmZ>(i6Qf$SWalgK zh(x}+4IV+|0`d?lOG+Eo!^UjuR#?p9!-wZq%CEovI*epux}~!>3MNyAgmkNiv$THM z0&TtTI_BHFE=#2K(NBYd-1kWswFsMJ)X507)(mZ#^{HP3`fx4nm%E(y^?&~PxR&L= z{qjo;ss9f16zYP!2$k6);36({NJlt$%7!xH>^eOxtHW>)w zN$jk{=n^A|JvBYcbfgJRO_LXa#|$4)IfVvj6CUZkA7NCY zRH|B)M6E0YnWyjl%v?ldNn3GFJ$o`_)AnImK=J4)#Q*-azw{aXBq4*{y@#`x07)>BWL8fQ7RJk3jvPk_k^Ycb&0tfZw3%cOL<}$zN?L+D zn79a0W-u8dlqAb0?cIRH93BENFGYx%Y$raIb&*{8%q)!pm=iT46XD=wpa23ek*Elh ziG=D8?pBH?Cn968a#bGZi4odrCky6OjuCFj$wb6lwSo$ILR16DWH`u!2QRs zT4oZv6bV_xl;n)uCsFbmrshfW$Pjen;qF1g(=#%u2tZ+O-ph~eYZ7RJ)q66C5R}5q z$QcnJB3(J8L@$VR#k{Z+ttd1oErNe|`6voeaF)?toTlf@(TPT6LsV8l33e+?5cN&= zRjTSnt#m8~%8&{6Ojz+w0>)l~R!k335k<0Gc3A@>Jw$ zNC4z96T>uSl~743PeM#IIPb~1)5~FP8EPT|&Vgaa&f~%4wKYqRKHO~Z(n>DERhVFA)5pn@jpadg zDPHZY=9Mr|56*#I>Z4=HjJiSX>VMT zv6DRV+84T4QcHcO+Tf<0E`2UNj>r=ic|pE z9g!RiWz8@mswzb>h205x`X~|#<)mPioJye4&1Y`4O@9=N!V3vCj280f7ygq(ZB&3x zvnNT~41OA0gmjEa`!FNw9Te7t;j4EmH?0dKE<~bsQ zoCLzt`MxhvXJu{#B39v|QtRlR0Pja6Sz#iuC-)hSNm94vtWSLo#;Z6wYVX1^xSPiT zd!tORL}-#*KD|7GF8z&ljrB9{8OL95<1ha1&&%&|d0xn2$CxJ%s{;D5TTVt((jpR485AK;i&P8+&5r$`TX+%Nz4 za{SX}er3IM{iEw9_KTeVFe$NIjM?(F6lIcdYjqq2^!;Aq9C_NdMO|Z%!Q|~^!4+i< zKHeT>5$X6uTh^=1VNQr8ctj>)<3?9rBiduyIL3$*;-zlO_UyO!H3R8G#St2iNUpj* zBw-byk}Rx7IS!tbxNny#`h1RL1Bynu48(GOFVQ&<)?p|(KjxlE&NIoZN}OI8fA#3|XEiQ7oIU)!?#<+u1k@-xprN%rKM%t85&nZHZ=Bl1e|3V%=P zIn}P=6IF_|XHfOXF=;>N7JvW4GVj8kq6cxd^pEaiNuC+AdKGORY7yG99yy>QRZQ8_ z2HQK^V&>)P!@9ARvC;R=OP43lDmiLSa!Wt!htFa`mL8KBR0;sJ zMQC?Fq7M(}y47XTLXu~c;vlJ&N!7iyg~Pn>?ch2Zi+`^sHGI zD{0%ovsDLK+GI#krA*n6CY<@Jmy-|~#!saz8qV6*IrzxT$DA|g>CE z9S2)a-bcmRcL{6A(NV!LQY+RgFqbQi*iq$F^0$yyq5rXMkfmL&bL1Rh-ImE%Y?ks@fAIt;~=IY z^(d4T>6tReXv`FYt?$zqzob;+&SJED<#~s|vj}U!R0=fausqK&H(s?AA0xv(1pLcPBWg z5n5m>gfI}VG~?z}n2AsV$u1;Cqf|P5Bots05v@!CTv?}BP*T7JWd<@*NW!wOf6-Ei zrkyCx)v9~-0*=BhDSM~ZPd*iBQL)|y`FOrDcsI)tVC zxJ$@Pz~bzuU$vE`WZ0MyQ7Ir{60S*wECn8%UMUI*L8ABUfHN7#S*SHduHlEDn>jd@ zyb&LcUr2YV-&H7)AX7lvy5^k3lFA%6kfS3DxQ2w4;Um^iNcB9!XXu0R?7jK zL{183_5>vhm82xkOef}a5GRT9mF$Q{Sgbgvh8yX1_E8H>)l5ctybjgS0 zVE?!34Z18joatT!+Jf0bdM&ZY_1iAU)sT@tKGz-xC^BcMH(`hI7mp@Gp7w8nj}$-bQ(7X?Xl`{>4M4ygL#ZqrZk-CN~gpqWbG|(!%g{~(Nv8(yzJ^u1CH0TME zBW(9sQzNTz&EY=OXr;K!A?RilyltkO#5p1-38Dy-Qe=WCR;5C8pu8uWQj1x3R}lIS zB8EYknHgbb&{b=dnVnc_yF`!4ODx0j#`#sxl{$EU2-#+_Ss@G238Xo4Dx^vrs$NSh z0weSxIkZrwU;47+oR`AEI7T6$@}t$}YFtuELM6FSL)I}VlS4STq$-JtID5jZ-M^JS z=|Xm)NDJsp6c^>9p*2;=!+Sr5@qmu;y#6RH%LCM%x%yI%BD8M;&3RBx2rOn44W&!O zv`B^EGEF=HDKn4DxbGZ@Olatjv5;L0J-n1m3MXa~I{h$9S#&+`v+&W1GUa0qOs_dE%~Asy33klZ%0JZ z{lc*YVs6Kg#ZP@HlJN7m257+^uj_Be{_ko(swuUe_7<%6W_xY^e?Y6>!Yiv9Ye@4I||)i!29_26&L*^c_89sq5% zMB2^XKh!0MsiMy>pdDDoxRM-ho6;sUj`FFNE6bSS7AGsAZd9KmkHwNf`!jLUHLG%s z+LrrHToA#8$|4?N#-WeP=TcYpFG@r4x-d^h5F!4|^da#Sc{3O*7bOsuWivBX_A!UM zHqEN1&HL3C{RiFue>GoX{mssQe6n$7e?QA?Uh6)h7;V0`5wFI3iBJQC#3!VY5J30OO|at z6Z=PDX6`=cTx&(_z0W?y<>e)l31&)}JppP6dIY_IUQe$gH6$Pb0TL1tK{A<_y!V`4 zM8qoQbayiwg&IM%-CGWGxR2uhJ|5Rw-}mLOJ#+PX$%`Jx?}bprA8~|MXK^jQqE4E} zNR7;G2B;PkdCcG4PH;2uaQE7zUZ{85eSV(lqO??95E+D!%gD>+{7R-|0S_XQQldyt zzlvI~MG-f~cY6AEpU*@XdAdT-g!{1$dPU&j+q4_Q1i*jRVtFjshl&Jh$sn6AOb*{5c2u` zae;Lf@j$XLRfcAOlZ7%YGCkE3qkR9VXPOd&SttZ1CWT3UG{ACi(v3 za0)@hVp%38s#~OFU$qn@`Mta`YxTyR1*EFZ4w*LchP9^P3{&aKlp1a$`I5{t=?p5` zD%Fg;oMTe)l3ZsBo9is(nVC@oN#c?29?77VAQ43yX_fpUlc_w+UcG$3kWR_+{Zm0g zNyaW@od&3cxC%9*H6t92=xb6YF^fu5)x=G!RCFrg>41wZ}d%in6Na zg27|X^E#QtyTFpNv{g2ZPT2L}OsJ4REF&i1Ni%dSm;xe6NWwilkQ5CCkr6>b_&(GX zXeoH=)2Gk(Qcz_F&Ll*;Z&T9YG{Hhd4k9N&b}EhHMx{j|%J4KGC|d75(6y>a8gs*@$?9;$WPT{w*-5fW3a6%9`egN@ z?EMf-ro&=*h|9v@h!D~urJzY_j*FW#6!gd+D_Jt|qI?kuZ`M>_widrV=DKe29XBkyRxwdO5E;%tzNs^^}5qjCm zg{j|-k=nM8hMlTBKjwH=mYmI7c2()_d}K||PW1BM@o!&y{BqAXGCbj|qLSD5diAm)9KjJ$ znO4wa*z1OkX>rSQu;^;B4!?Dy8Qao&;C!64)FhwNS8X5s^V@Nh0~$@&0eXOPJ=cF~ z|K+n@%k5JU<2zBVg_8Zh6#dLHjcodyv(uy&QJ9VXvdU^{!LzdWc+1#DoqSQvDpbTR z$2ewENNuH*B^(uN70eu*4t1*a<6~a_6t@>##pBG!wQ?c+{^fItozfAU4(|pPdD(8i zmb~71JFjjrpk$(>~e@rDgoHU8M2nu=D-)D)A$a$3;E`Z|5nkmu>x{=tA%R zB!z=L%~f?!PNe}n|N1}8I?s(@?{z;!bl&uFz4)O^?n}Jk;2bg9w|*^;cKdJMC-t#z z8B1X!y60Kw@x1mHM;~XUkn^?q?T6BFK71cX&+-QOafW;R1|VZ4ynfjF>H0afBi_?K zhLaUk}n!X@4r{Pv+h^?D^5p@lAS3*lSHyebFdR@ny5o5v*xTg8tZjg`*NfC z=#Lq8_}c2_S^A?L+=YQw2WhrbrG`6USvGExId?fH=U&;?ReyU;^Dqyj57@%7DlPRI zr0#r+jsDO1@`rWfmgBKIC6iM> zy+7LWIxnB(Za7}^dDUZ=f9_}fwA^Z?_WsA4e?k3EU;QzU=ent$$3H%mRfyf*JGS0R zS;{=+`YqmPKg~wyu)@Tx$xcRd=;e~Evri*#r4?7|hjAaHw`@%cQIE)Q@mU(Rq(&6R z6AaX?GYz9BcXBiPulC8RT4u%=?<$|l^2zM}b|M#9#7gnnmXF_u0|~ShM3)gB)>eOmG6R(*E0%z^_Yk~;%$Jkv`&6t@S^qZb!o1}f=Q|&d{|{&D%-^LE`>-WW=!uh;qxn!sw^Nn zr=?Gg85x{Gltd~Z1t^Sym>PYAVy^3qaiFshG_77ZO0yjaE0q?}fe5as)p_SyrO@1u z9D^!K(M9F?+maTKoY68^z@jS4Wr4)bWk&XiEbL`5{wd@iy!?{)FJ&LkKGfsU{YcPS z|MT;@jJ(Wq={`StYoy|XG8rV6>>0NVN=I1nS&w$xlP&RxWctoERuSeNMMOi`!O4o6 zAWGCeNEpH{ol?`-CUjnjwz#h!jrJK;)d$Lee6?`wSq6X&K05awbxSY9P}il05^UgfLUGoKNIJ z5-Q?!4xCQzg~R>@af%CBa3~TWC}W5Z%qZ^J*}ZA2&NN*f&wMMvJP?#<%&RC{&e$TB z88qyuSwu*A3OF1dIL&5I<<^*Eo-+G`WtJ=}q98^LO^Wo)&!|i|BWyZ?$S6%XIkyiS zo#!UW@Q4|}=F#NYZlKXuyRW?0t&YANDANXf~Xy^sSDz^=wby`V*>5rdSdi z_Th3Km*Y_=@CS{*C-+dLxnCdidZ?VZ-XDMe z*dO(nbOucp5~!LYf;fNJujn6E?s?_pimqjrmSs7&Gq9Hy%Y~_tL5XYOIOee7aOUvH zk$l$Hm&>tio5|B;p?I|OC=bcLxqn^h(6(#qERg}YFp<=CmZ^4>H{ckwW~Jox3# zR}*2L6{%>d%c5AdB0FY%YA zJHfb@=33T4x6^L}Xa8~Qt%YRr5fnzZ1E1f{*#1qHCDCo}Lo-TE(jmFnPg|aZ_dC-m zg^82PDNmRA#%UEOq(;}fJe|rc$CEkj8MfHE9$R!C&Ej_QTl?1^wlY37-13}kT>+o8 ze)x6znjQ3*eD6AX#ktm>=6{O&a+}5Im)GZeU0>RLJt7`WUb0*Sd-XGBIU^+QPvh7_ zmWG{mT-+2)!RwU$^Ir z)2}}*$EWp4w`*;+V6iFOAFuyn$kXxs^7W_ZUtik0OgX<@@4xNw(=FSTg)p-wu1d8a z_(s23@?(|P=l!_xwf^Z(z5My(OO-Zp&+X3grH)@W-kJLukAc6Cuk;uNRvUrC*Y$o` ziucYv*3!L=e&x8pCg;7+S6ZJZKjr1=mCm6?QYv5G+M9cOiF*HY`2s6{Gf8LvJ(f42 zALjP+u|Chd%)GFipY5OX{6AIycYPI?e_IDjc3*#-{Nun^dH*B#{}yuP_(-zewut)U z+h6bNf8V#4q35iBynIyo{huD2pX>&xOlJ%9U0F3;!FmmW&=OWIFCAM)7n{`&NFw(k4dcYbS+d-=V~(Z29U z*;<8``?2+7)j@TH&M`@sh3gtdd_)_(WMLnj{++Bphn>=Y*`n!1M)^JF8{jJ(l_#-yk+_6F}_(W z#Gg|RqwYr2j-RbO@;Y<9@mkv7-`oH8!7q8d@0)LaTlr5XeLLkhy?qL^?c32vfD*hd zWm)aa$KPVUFI)X|$|KIfbS>*D+SyJ%kdOLdF6S=)#_PWs{L7hNRR37$$@l-^qqgOI zd+uLjv63Q_Usulh+sL;@T8=I6S#D`R%D2{j`tlQwf5)X!`x*P+F7NkI{^39T;a~pL z>yF3dZwfD`DsNOTyWjrd*RLo3Gqxk&`kWZB0r(^|!yjW-oQ?K=wp_z>$gAr;Fs&fIr>qEFUytuljjF>Z(N>wSq{}nG!S2&pQb{vmwc1>UGiO7D_`s+l^-dd zC3)3R=}r4b8(n6=bvjIsovAL}!_-aYx{lB@Ldo%>rI zAJ=$1|8_5Y|CoomZDO-`Cbwh%4Uo-Y2MDL*1U+8ozTwUf?TeEoqpkFOv3 zjcyw+G~=84hy(p{nY3C|507G2`6y4jyoANoetUXk7DfhDZ=valV|W5IU;tX0Bf*xNQKAz$mmj)Qxe8`NZ3?Pt;=%1XPVR4yMyQDmh^7i!cgJBIhu(1hG`G4-BUQx>DR=#26~);_N!T4B{El z&HE&e62&4Z2w(?KWM&r0LLRB3i;YYRN}})GtvXu;zN>e$u!yh=2H9i1bR|kEXVlJ_ z?QGY5yVP+|_VnSNPU1u%8Il^$j%tZ;V?;_!wln+10gv>6InU%|Vp7$KUgjunib*tQ z+VmU=$z8*&()~icGLr_E&{iDDluVpiEY(0r2M+&?*eV)VO;0&ph~v8aep}o0){QX< zGil74$5n=IaOXMLTp3zem7z>gWSr^_nGHNMX83ekezry_7+Wm&lcKD%(6TLq zd%GI1C;DLK-^=V!{)F+1ZOhll48@kg+rFYTFhmPHUp(VS|-?&5vefBb}Z>7O=*z23Myfv zSW47cxTZaiW3|)aLom5i$<)Kk>1{$o;mh#mH0OvsC)-d=<_H$&HI&G$>fDf36w*R! zRlP1g+UZGL3Kel?Xb>KKe_WqvK^9Az0qZtqSR(Yh_Q%r>kIn){8W;b(9}SDotRiV= zji{D9Q0gl5>4G*__QB=7jnaYxbd0=AsIhUl1}&J4N9-Nzvd#Bf|1aLyv1j-D_21s? zZ)xwG_rj#irB2~YFU@0aOD$BuTPGfa@+x?v%Kl~8&!u#b|{@CnMc_Png56ehy(3%nT_1AX)sMAp! zJukGCOfT%$w;#j{H@mm5Z}b}^*Lc?Z67;_wHVnZzd5)4Kya4T~FtrOctF$ipCJ(03 zF-n@9=iOu&XJnJS;VkwT7dk6JQ9O8py)E;)oQ0lt%kmLh+j zwfKc``6HHRXsNhG*%pn)qpgHml7)iDInbyBlY*6mV4Mg0yF%RNtes>m-P$+Ry?NH| zYv%G@E-#wePHFw}Y}NX;M9&S=d`>x2|?&Z2*D8o`gGlv1P_5sKV)VLqw6GY&dZPOXiX zXRq14Y(JIdB~x+?30 zTsb)QGve^tPd|%AA+k#OTySBs-VpE8;Gw1VQqJwdPgkVbd7o}ZoGJ{ik>VqxM~ojX z95#wj8OPH14Kd~c_EoO6XpL+G3oS)%+Lv|L;ofBq4DX$e;1pgLUG*pV1wF`y9lvZtQ z76I2F$rS3q;WR8MNK0EG#Um}!Gc&;iAZ+vp245G_??VutVkgE8dX^e(Sy?ZAuA^(B zCgRvyQPBxgWGhUJ5BD!}99=vLvBx_6Mp`R5dgSLU(>A%^{_uMHVP7_6)m)n`B$;HA zM8Rg$+(7m!x*S$|P*T>GWhHMgnYcl^=m5_&3+tR?kx3Q*~yV^q677E2EGZyTB?HA(x1Ngo}qTcxArYD&m?mGo}%O7e@^F7?d! zI*Bhr*Lvw`=_xvL@mLWRnX2Lu)zKn&8b$~Nn3%-7!YCuevkWaccH5%yE6~T z0?G)IA_>Ys(07uYg9seW&O9g4M8Gpu8<9*KO4Z#8wNlz-VGDT8hZT0o;K)E!3N

aXHu8~HBnffTQDfqYmp`I+ycbtcph;SxO6g?u znXP3(M`tw^{Zd3enTF+vG0W-Wzf$R!Fr9Gl^TqD=;24~y=3oOF zS*eD1dlu!9DBx5<)xbvh)*Z=`bhrIK$Z2&*W7uEMb8-p{tCjvq^penj03?$&KQ!Bf z@}S?I5(TOx^f+>o{#F4>)*f|Y)778;(XiqvI^$hr{$H*BOQ!(B)7}f(<9@^DRxH6O z&>;J;{b0V{&V*t~M8f!(41AiW_D&S=X9>U`6stb=109 zmaB0~eer!YCVpxC?xmR#4db&I`md@_(5YPE3I^t6;pU(6dCq}?>wr!@>Ew&={PZ2K zWFjrnPIuv<1%T+$&As$#fa{}&@@ienBzp{N&gvS*Yu7mV+b*@Q%lm#aORxhIj;?b9Lkn|#vB*W+7P zW!`g8SzZC*u@bPV0O=6Y1wIdf#gA_pYr|k=X`%kZi_&gfDG{})YEc8m_crp6EIm{_ z7fff?`aiM{K#;91@rJ*fjL_WC;v4IYsxZ$(RXgq=;}Kglqso%wK&G@q4|0~%Dn(b%y9D!Q&2v!QL zxjAh?=Wm8pY%$ zv(&<1@M`rvLO!OoVu~kF4DZ z$aTfO+nI3MnZJQ?(~f>SbsEzPU#zQbda5WShWt+AbF-va^r7+NF8L@bsE`M!@oy)C@%7C?s&@*svM** zqw;@)J2k~!%&?^tu-3+eYVYgZ`KH4g72D+eBB_K^d0sRv$Yeo(P}t!BZN)A@)RZx7 zus16WAr(;hU_odV!}h+9MswlvySlQDS<=6gHRLBp0U#_q>dqK}7)c&9m?~3gZWXFy ze49e(?^H)alSLXziU*iip2JK3O7>|I^MrpU8r5_>Czv_y?QM~`jIK zTqSZfEvA)vK)*Gj&^t1i!3gW~U{tY+1V*#E(w5oijgdw!N4q%FMeb!1*EM$U|+z5)3P zO6a~Ys*Rd@OOxU0y7;K&P+_`+e_i&`+MF{>3F`SE=w2}&v(UKGx0`)|33WFOETyQA z2A{9POd68FmCekDUsKMT?c1X`hczge1SctL3|;9NRARS9K75ArKF#`g^4?0!>f#TID|Xp;{Y!u#hT!9#YVV@xmQUoK zm?AtWln48T*l#Hja;bFu-BN&t2J<#A@2|XYh(rC9bplXY{z%X8d?)0GyhwQ&leO~p zZQ2nO@!T`ju9Rl*wd|&tLLcVc*Q;W6Mg^jMKDWBb0t16K)=Z|4s<+O~2mNIy!ZJ8l zKpqZYvoq4-Hyc7s$oJG8n)`#A^1)GiJKK9J3q`*E0z(7-UVPQkk<;DC#1ww=6n&9( z$ez|6Uakz+ADlDJ+Zjs(5<$UeyQx)kC7|;+sN*f!E@)aQJl_Kw!9<76`=VCRFZtJy610vl&`A{m+LUEx zdxl&PM;~q)ymlZ|hU)Q=aCB$xi}GBPmLecq>Tn>M=i;%rAFSIWK+>XUJ!*}gLFi|T0K!U$WgPG)#isb1+*DD4uf)>~7zQ;NW+ z*C@x6h9uwKQiMVfdL+Vc*gF;BBJbKN|2K1f>bW$%kRRYa;OES~Ms*vTA#20c<;)}P zNXK+b2h*;`?V_nh(~8>JUTo5xJsgbf%&=Ojvy}M(DXbk!;hPsuFM%do8pEqPigKgP zNuZ$JJRy!rN};h+{0-*tvDN+WM!l+%Xi;tlqS$}zxOlXxHw`qZgc_w z%hG`j{B{xR*sEe`2&0G`R36wl|EfG<>x6X8Dli4?QLP&QoL+6dyN|T#Kwg7+*m~~5 zRVMZIK3LdRp^&NA21)D&BEHhjIJ9rqRz$oV#idsre)BGn>Q5r1cVD#+UU6HR8Hwqe z8kkz8m;Zu_?aIjhY+1uvxGHW~%YTM|y*~s%h>9Wr{#x!WVF~s8ED>lc-{|cYeQBQf8PWg% literal 0 HcmV?d00001 diff --git a/lag/report/isodelay_detail.jpg b/lag/report/isodelay_detail.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d81c8298172e62e2d4592ba04b3babff12214d9 GIT binary patch literal 9288 zcmchc1yCGK*Y9^>aTa%%#U;3Fkl^m_t_kk$POw05cXxM7f@^{k9D+N1JkRsK?|1K4 zb*paGt-8~_HNW$p-s$d|sWYcfzb?IQ0MKM4r6mDCAP^w+RsgRr08Fuu=Eg4OW@PTx zE>>h8q~(=fR{>%GXeg+^>e~T&t1$2|Fdz^NA{-nnJTf9OG7=&Z5*P&o4UB@0f`o*I zgNBZYg^i7kjEakggN28Ig^l&v4?uzkd;!f|2!MkAtKk0t=Zyoro0sugN_{6g?yu|wplkBY}_D$+(mT6JTQmST-zSQt!u$N)Nn@m)t_k8&1 z;UU8-u-2T`ve+FH{a0&Xn8?R14Oo#k1Y87|9-Wa2qm6|o{`C)Fgdy|54YH>5eP!=o zmxnyb6N4D&s`#f7d|KaZXf%aeck(?&?YjFe$Ejl}kvHv=$)^pLO1tC5+4hz1qi+Is zQ(^+TuqT57CVkwu0ME#+s>k$mZLZ2iv!M*YTEN3nBrELcI$COP$rt>eqpW zTD(>RAKwOz_{9wDXK71;%@MZ7`!)dh;YAl@ar2({U9}Yx$ZrB(4WkH&^B8Z`O@H;V z(wo3wOG!ql{|d1D<}DPk6!4}B>C zJXVGxDjqzyXhcmN*#D3~K(8Ic8j&tF`@ZNF$~65QY`w(I&l4nPCi017m9zu9LiVt{ zpBo~Vfnf{IAGUx0s*jn#j>9}@akCc88cJzpBdFk0w{J{Myy%o%8PZ}790OEf$BBP1 zW44ex=o6KMBixCWYU)WfFP+;C(4i%d@UHI#_)<+TRfgu+_x3Hp!R<8p(&Yv`I-A&q z5v$`}X|>@Vw;-WuQXS)`#-SX8O6r-xYM;hz3mBeLziql%OX18$`sV9w(>wxS0iD_V z%d(|BQ@|@^!{8HYF^=%GTF?fE28^V41Lz8?F^@7zoN+8h#2&L|^IgbGQ4Zl^vjHD&c_91u5HOz}u_n!dh9z3iWtM7l)W9i!OcmQC zqU#Lk`tbL=Upa|kw`3j-(>M5#uSwtI97OI|O)1!fEG)b|qAG|MSL)wg(<#%N!^U zc)#G$-Q13-S&cA7cNLlN_5Nt{-Tj&N#}|zrp~N0J{@g~Y!3fV`%|C?C71=V6q3f4B z&tG<@*@?Ym6^iCO9R0MVUV0bxWaVdd)k59Q#k&i!#0}%#9(M6 z9erhOa2^x)5(-EACKsuLtRPgv&rCF95Jq^??HM<8u?`$;Bk>ZG8}ZTMP~JHEvCz*{ zFBEbo*(9>jQmCE$S`bSld-09n(cy^bWHlej2=b49x#B#wlNeK;zkdm)ybg7U4n36D zkTM$3!rag9NrNuXnwKrS-TWHFF3QF3#ALpZ+P;+M=~vxyn_Zxgl+t?sqm7|WiWWMz z4+y1>gN#6pWeV;@W(EVFzX9juhFnFysCj0>{~_nib10$#-uwnMGz=0P90I~$zT?dT zp#xwrFv(dtM3oDs(Xc33*xoA{I|n9`Q9@Mm>iS^W#Y{|tlCY^nR6l;oukXhZH!^bx zZkXBp^Do~5D-89LKv3*aHkS#_5ZZRTwe4|=;SLPs6etsryzyAsxHOi#gpg;-9NFq! z`7|grp*L=ATM+u43j607y#gvrUIF8+S@S2>7e~dz<+Sr#MDLpR2=DJqxl;M!uFs^i z;b*1D4wM`gpO`ujp*gW+KY&FM3sgDM4!Sq(%o?4--l?mqk%%jMGbRx){_=m>Olqbm z&xqw3mYns(w90bH=58G}R#oK9=`xp?N(3jx!yZn0G`|A4!;Yn~_0sacWKAfV<1TdT zczvt<(1U(E5LP<7nQgnFYQe7~H&~EJlt>r$9_Gb9?UefNDXU^GQ)W3&x|4)F?9s)P zBep!1=YU?^hBCrYpDc5IHR?-P#q!wtEd3b7>sW5kgA6H^=SLHR^qR65gx?9;!<_^t z+ctWuxTPD$;yWq%HuN4dqq}Fvoo{O_Rh%{*0eiK!n^D1OQ)4!q|G<J*2BWh;N*1es-FuaChxu_zZ)b|7r;n3de*oc3UQoz+}D_p4#nTBzjQR>;5avaI_DZiR* z$h7UxdpcmG+7nG!v7)Mfpi!_xVjg_cctSzoe0;7t=H(MYztZkwHEG29F41}N71lW~ zC+iRz6SGxatJUn=Iq)g?fmLak*dkx>^U6~5v={if1QsJqYaDNU@`NV%y8vbAa`+$E zltoIx@bWz@WrdhJb*@Rp-wc<~Cs#3ZDRk8cnzG39$-hynyA$-yg-fEp`S(6NW9TnY zR9_69;#t*4NjF5oo;Z21#M_0t_uqBSH)hEA%2?g}c#`ip9+_#-o2h;hQ^zt4S|vQd z{~@3zwo;W(K&HQ543B)Mum|2SM%Fc z9tKSdb3;C%Fu3`M>;|TqiL%0`avKT)mGIuQ;J&QGol@v{2Jv6h^vnqKf&-D4TC2gs{8T-RS8KX!QDv>)Dajrjgn# zaBzv1O08PO|MDWmy#2(M8b-)9xj7_W2VY-kjD>~xJ^J6PiVr#J z!Y&S{it_!L913^wxpEy@-a~PelWZ3h-^%{;oMazqvJ?G{wziO0fxToAWfi za|}r&RAHH`K zyYkp0tDiI9y|g`_w?@{tWLXglJZVswh>nyAc;6rNKaVQSewVvwWF>qT)_=SAtQu>q zEkIFZ7(uq$fel=2N#aUzcc^W8c?Im_H`}@2&P&HpKGHs+-y90j>ut77sn`TXJ>k71 z8TNXkU~+M6n1h*Py}F&KtN3MI3^NP-D|RfeII?l_PdBzPmePjol8p~svQ4xY zg18HU4=oRM_dNH(#Fd{h9Zd^+LQ?NyG*p!}pXSupC9yHMGJ0cdqm|Z;2A^2dBpPhA z9T?&ytC+zDH!jhk}z)jh@PyjAk#D0eO!j zF))c*afz`Q6r(-rp~Fz602Jd;Hpw{6u%fP74RKA?L6&YVc?=FirRrn5X6uH{{MFi0 zN_ps@Rj1)3plWNJ9kvm^BAOE=I+49%0G_nK zImAn>0@K!;$0uvc!N!WbnB=kTapYqZ`HuP38Na{%6E-Q>ARx>SYq`=JPPkeA=v+76 zJu0dmzOb~cr~`sNkt^+Nf&xv~DhRiu_8ac`rCcWPIrG4^|~~Hp(@u+ zf}h|@Ai{&ZL|Gnb^$YyTtx0yOFa`Vq>nUEzC>f2qX1LnK0}mYO*5-MCKA=3m7sXK| z>*A}d$|#ftTJEK15lPeDwJ}xXU}EcBWheYOW33F`q2yf&Yxr_@CK2O4v4cz^#Q`_$ zhQh)t8c99}d0RYLf=Hq<-q_%lDB$U^fyq8Yau)}NJc%>CtE3`@- z#tq0*DOJ_Uju0dL<<+s+4^lXIdfVJM%i}LUH-Onn8hyf2-O-0TwOdW>UF(>KMUm5lWV4|$ZL1>P*x=3DF7*E3 zW$N3>)+LBh{Ycsi7`AO*UWo9skg?b3$VPevoW_VZt@7^AsDGZNoheZSC=wbh;m27E z`&+ox+UoGYiJNAwj!YfenB4C?{XGAQK~ondWMb7YZrn$&Fz&xa7~j1#o1v<{`|cIM zjy`?r+B!0QbWrkgs^lF~2XM(E?zWT(KRf|C1`O3_6<2rUYik`#J$pH-~F6~xre9m3LtWrm=}~fE;t*m*%{4x znK`@7GDwZe&bk^x)59?>lDtsl5>DNP>&)wPfggxpNL%mq>LOQ^tcS0^wVhwOb0`Qx zbrixze@_t&Lj-sQMD@Ha6By8d03b9p6zp5B>YoI|Te^vyRaE(HS%Ai(l$cjX)+h4E zX!?Bf-{}Qm@)vP;c`+jmD-0>AbRT3b1dTrVoxa4B_u3%}bKa04VW^KC9yEQNoE+hS zfba0Jz0!p#oSZ_T^BU~Ui{NmYFUIhtRV9o%9Q~~ZyBu80=*yHvDKLa>mmK4w(x4PDuCUBbWh~^oE>gh032v91 z7kCc|qe#yfHjjB56#bJ$zNU(LBQ$)1tQP6OPEAvAk%%{mgGiM~FVd!sMs&W*z`CMo zp*4cyrqtj&amsIeOnmBKJt+dD@{fv0lT&flc=F{yN`*phWm}gfSlUXh(xuFeCg~>n z-k3}lP^KEGo2GXbknGMM88t1AI;$(@Ty+@2tfx6%o zthSkeuGvdXK|j=Q13$~u)9;q65v;jkBjV5{d(*!eiLS(WF;2HitBE!3Io65s>J!Qz zy>Jlx2B3h2Az$DFLfHC7+c^tHzNY80Xm>9ZSMI=)>6Vc`S3VF;5hP4nEkM&XN z+^t?{Rp0>vkvEg|5xC3p$zbv{x-gEpl_QP#)M!HZrBfXWBN zA&F=@GDbfZ&b*(A4!U!gqHwz$QJ7E~iQU8(^&&F*Ulp*)*VlB2D&ce@;_Glcg3E0f zT+jE(da60xoHcJq2m96LGwZo|{1tPrbfgK0TFXR?8~S{*a>yC5>fv>gJbQm6HjyBX zYNo_XsN+d&U~Fq>PIEXtn%62Pa!bF4cz6B`EoN1+lVTCl1${j`60ZJF~B z39qBGZtj078=zVm!$ zSLVcC1syi?-6N(jyohp@CeIzon~x=ktku-(WC00(T2*@X;zXa)dI@S#$JkhwnJlDX zuD-u;z_4&8P(_HaB^OCMlBFZDoX${+G&0@F{X;we%?0R4gx4}%#*w7ZPSANK@NE=k zl|VGof(9y)rkQ=9`{L$Mf?!mCUMvDMr>5gfD3pW3$Gk$y7vz5Jzg z(_9~OS4ejCz4*LXXbcJeXYswc!}qmWQSTvB_X2$_y5hBR2WrSz(Eb~1a? zJnL;CHyR6&>6zg$9h1qd_>9D5_VslAcD)8SHQ2V87B2sAcHg;>8L8d zFOU(MTK8CV#d?|8W!m1$w4-8xEuUukf-pU#zf zmz9Z@3!rZwfs@e(z5v?Ld0GRzU>gFfO9$7nAj(*04plYjQMvXFOu5Hoh>jp z4My1EDYap{ZS#laX2rx5G>!4y^SF2nA} z5P{mo@jZCYh7&`YEY{udmFO>hN$NXoAI;imWH2}bI6XAsD~DiY%^?$hvaJQvDprzg z?f2E~CIvFACW- z!dJUa_Z)31Tyf>f4W3bvnrR?&EG&*x{`LYQ7nyqKY0c|fiQXuf!KZ~iQr>8>m?!oP zaxEaqK7y2rvN-Y6;csS9yMZiz@yq4{x{ohwfjr{jTkw{Pl!SBVYU(@hF`E0Y0yP zrTod@QU7W33b>8_hc53<{(;+Pfq&q||NP&L3=jV`zLu+hOIy4DrdNRYf1~Mt#h<+a3}W)LYUJ?q9o1|A_>Y0@27=MBZY7zUluC1JIuPR8?-s(6Dl0SB&rx zoZ&*e2eJ2eNBT#4VbndKTS#zIw;8NPFJeG1>mCO5B7_e07}p6qzMZWJ9XWWxRJ6=E z2x*82jRJuQ#gOa^HsRmk2YAA8iMyPg)~b7|nFt+31Z9FXI+C6J#SOGo@gMX%KWCD_ zK?Gw`bYWO`+Ozsi#Z=+Wfks?8KK>CxwTa1q;CuRIIIG6!Jm}om~ zWM7kPrUYUPpK(ZVUB=@g@+o^fd;#>IB9Pn@aR!SoW6Zf^6LApHt@XY#fI6}kl*+JY z@yt+M)D5vqWimApGD||t5zxZJZJ6#e|Lm{@z6T`}onx_}35wvU!;zY#{pgbCq@a`` z`a{-C(M8FIsaG-mwZNz=S*uF=TQLZ6K@7qk9Ph!8;sglbL0 zj~(PnRV`FkgzZTduknQOR@+g_3RaEmBuYDu#}6I?ULlM zeNn{~9w*Euf2KE}mUV_XoSw0vNpY?N1Zc#ZPEb>1bd#OJ-S+p1FEXdog}cd!00044 z&{KEFW*g+|bdtcd1;{bRB%WuNAYq2)6Z`VUNV}l~NwyaMr)_^Rj zBGk;?{iYsh8*Rk_H)U4IhSX2$h-=jsfX*a_d`HvbwyTiCqZ$h@8o+OMn_)4-fY~ba;-28*w3=4W5$qQbzY6o)Nt+92Dl$)73=Z%9SM%#;Ox_ zILt;dJlgi3oiz}R zWppgL3^$*2plKz20XI*@#?jXuML$;1t^sssrqKQ9Z1*{h%v}c4*&6s6F2|D`y@pRX zF#qEky#MVL?p14X+3fdjk)^CyW(XIWlD`kF^|F>*)f3cy$uNtC_EIV8Z$mkCTLWAL z`EdDOQc?ZOX3U!JaVilns8;XNNnALDi0#_>1q({Qi1+nL0N$YnryMw?nRzMQr!U~> zALIuR#BC8Nj#a%i)(B$?)OF9V8%ePNZHM5dL9JG0$NKvqM<{Ne2+WfOYi2V_f zV=_1(+z&-4HGP&v9FIXNKi?9Qtx<}+H-k5liG?Zmxeqqj3{h@gn>QVPnkr1~}G4p#47_j~BEG_$^s@F3SgFVel zLx8Cz>Elxk;2^1=J&#vmarI46D4?XvWJoQj%2Tr^QC z-!)d0g~A3Y@4(smHs@tY0AjFlztPxZjq9TR|Ey-ka>ZCVbWfjx4PF6xe_vjB0O#B& zmGEPZei=J{F;cSP5s$1SdTKwaZts6DA7|Z_ZlH-{@hx}%!sA(Q@YqhH*(+><4{hT*;xoL;{NXSsc}Qlz`ifow{#Xc>zj~|7 z4st<0{{EHIuF01j9)@^8hi&hH+c7(hq_)LIqY z0@g6zz74n*;3uF6eMRnVCJO?^MmHm0_EN@#3wUk&Y=J}0Kmr=$ix0(3O5F`nIA3k3eW(zJJ`w1P=4sdE7?aIvD_Mv&>eJ1 zM(=Tglxq)0N#pW5?M+OC5byhu3ZceYem7l_eT|;RkMGY4^wag4JdX7i&$PrlHIC_K&=aO&P7zvZt8gCI`>;X>r<$lyrgcc9em&<6}i#f4zHu1copZP17idPtCd(*J^q}UZAA6 zT=^x@8t`j7T>=hgAAm@pwNE_ z&oPveaMFf~h(}RoXG*&0ds*somW}!Cwa88$0U>jpTgS6nL4O4#JFgBZ1(i<0s86#= ukM|;;#`1eep@%^q+#ni0pzTs16CzWb`{ZJZ0H8&DMHv>?X%_rnm;VdE4;@_q literal 0 HcmV?d00001 diff --git a/lag/report/isodelay_eq.gif b/lag/report/isodelay_eq.gif new file mode 100644 index 0000000000000000000000000000000000000000..8c35bcfb094d43c43225359ffb190c814736dab0 GIT binary patch literal 426 zcmV;b0agA-Nk%w1VQc^r0JHx9z`(%n?(W^)-OS9)ySuxps;ZfpnTUvpcXxMYW@c4Y zRYXKYGcz+HA|eqH5dZ)HA^8LW00000EC2ui0Bisf06+x)5XecZy*TU5yRSo%D9J&E zVwwolVkO3vT!MQbz<>+$5db*AfnhK>CW>F-kSMqSftjQzP<*b~tai)o1_)hkpuifi zHbHJ7jkQt?3`MLWtwaZe0f0AH0up&900nDj5^e=`00v+Z1P1~IdKdx@jbWIXnwuDe z6g+bkf|!5+3oHVo7oK5?S5Fi$69NRa3bh135(}3A4QDU`2McZtEKL(D5)8VBNTHk@ zY|$PF%@k2u(A3=B-rwNi8fjm$-q~)}8rfa~?uH(2vD*@^6JwY76Sb294a;ZbfiaV; z8Lev^^caBm0amh5v~1yOCd(ZF1(N`kAb4@10a(gcbQB11h7|!T0_bfB;BW#870M>G z{G-wykU1=F9U3sljSH3(l0f-)uMS2D3_(~3fbat=4yq~$xHeS+Q+Nzh-3w|b>C#@9 UzKFxX(Lw>R9=wiSyD0(yJNLh$c>n+a literal 0 HcmV?d00001 diff --git a/lag/report/lightcurves.pdf b/lag/report/lightcurves.pdf new file mode 100644 index 0000000..3110185 --- /dev/null +++ b/lag/report/lightcurves.pdf @@ -0,0 +1,4537 @@ +%PDF-1.4 +%âãÏÓ\r +1 0 obj +<< +/CreationDate (D:20150928155533) +/ModDate (D:20150928155533) +/Title (R Graphics Output) +/Producer (R 2.9.2) +/Creator (R) +>> +endobj +2 0 obj +<< +/Type /Catalog +/Pages 3 0 R +>> +endobj +5 0 obj +<< +/Type /Page +/Parent 3 0 R +/Contents 6 0 R +/Resources 4 0 R +>> +endobj +6 0 obj +<< +/Length 7 0 R +>> +stream +q +Q q +0.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +104.97 19.66 m 495.20 19.66 l S +104.97 19.66 m 104.97 14.98 l S +235.05 19.66 m 235.05 14.98 l S +365.12 19.66 m 365.12 14.98 l S +495.20 19.66 m 495.20 14.98 l S +BT +0.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 98.30 7.49 Tm (700) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 228.37 7.49 Tm (750) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 358.45 7.49 Tm (800) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 488.53 7.49 Tm (850) Tj +ET +52.42 19.66 m +538.13 19.66 l +538.13 646.13 l +52.42 646.13 l +52.42 19.66 l +S +Q q 0.94 0.94 538.13 646.13 re W n +BT +0.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 265.14 2.81 Tm (HJD - 2,456,000) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +78.43 19.66 m 78.43 646.13 l S +0.663 0.663 0.663 RG +0.75 w +[ 3.00 5.00] 0 d +100.56 19.66 m 100.56 646.13 l S +100.56 19.66 m 100.56 646.13 l S +165.16 19.66 m 165.16 646.13 l S +227.71 19.66 m 227.71 646.13 l S +248.60 19.66 m 248.60 646.13 l S +328.06 19.66 m 328.06 646.13 l S +414.54 19.66 m 414.54 646.13 l S +444.43 19.66 m 444.43 646.13 l S +505.87 19.66 m 505.87 646.13 l S +516.27 19.66 m 516.27 646.13 l S +528.76 19.66 m 528.76 646.13 l S +Q q +0.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +78.95 19.66 m 538.13 19.66 l S +78.95 19.66 m 78.95 24.51 l S +104.97 19.66 m 104.97 24.51 l S +130.98 19.66 m 130.98 24.51 l S +157.00 19.66 m 157.00 24.51 l S +183.01 19.66 m 183.01 24.51 l S +209.03 19.66 m 209.03 24.51 l S +235.05 19.66 m 235.05 24.51 l S +261.06 19.66 m 261.06 24.51 l S +287.08 19.66 m 287.08 24.51 l S +313.09 19.66 m 313.09 24.51 l S +339.11 19.66 m 339.11 24.51 l S +365.12 19.66 m 365.12 24.51 l S +391.14 19.66 m 391.14 24.51 l S +417.16 19.66 m 417.16 24.51 l S +443.17 19.66 m 443.17 24.51 l S +469.19 19.66 m 469.19 24.51 l S +495.20 19.66 m 495.20 24.51 l S +521.22 19.66 m 521.22 24.51 l S +78.95 19.66 m 538.13 19.66 l S +78.95 19.66 m 78.95 22.08 l S +91.96 19.66 m 91.96 22.08 l S +104.97 19.66 m 104.97 22.08 l S +117.98 19.66 m 117.98 22.08 l S +130.98 19.66 m 130.98 22.08 l S +143.99 19.66 m 143.99 22.08 l S +157.00 19.66 m 157.00 22.08 l S +170.01 19.66 m 170.01 22.08 l S +183.01 19.66 m 183.01 22.08 l S +196.02 19.66 m 196.02 22.08 l S +209.03 19.66 m 209.03 22.08 l S +222.04 19.66 m 222.04 22.08 l S +235.05 19.66 m 235.05 22.08 l S +248.05 19.66 m 248.05 22.08 l S +261.06 19.66 m 261.06 22.08 l S +274.07 19.66 m 274.07 22.08 l S +287.08 19.66 m 287.08 22.08 l S +300.08 19.66 m 300.08 22.08 l S +313.09 19.66 m 313.09 22.08 l S +326.10 19.66 m 326.10 22.08 l S +339.11 19.66 m 339.11 22.08 l S +352.12 19.66 m 352.12 22.08 l S +365.12 19.66 m 365.12 22.08 l S +378.13 19.66 m 378.13 22.08 l S +391.14 19.66 m 391.14 22.08 l S +404.15 19.66 m 404.15 22.08 l S +417.16 19.66 m 417.16 22.08 l S +430.16 19.66 m 430.16 22.08 l S +443.17 19.66 m 443.17 22.08 l S +456.18 19.66 m 456.18 22.08 l S +469.19 19.66 m 469.19 22.08 l S +482.19 19.66 m 482.19 22.08 l S +495.20 19.66 m 495.20 22.08 l S +508.21 19.66 m 508.21 22.08 l S +521.22 19.66 m 521.22 22.08 l S +534.23 19.66 m 534.23 22.08 l S +78.95 646.13 m 538.13 646.13 l S +78.95 646.13 m 78.95 641.27 l S +104.97 646.13 m 104.97 641.27 l S +130.98 646.13 m 130.98 641.27 l S +157.00 646.13 m 157.00 641.27 l S +183.01 646.13 m 183.01 641.27 l S +209.03 646.13 m 209.03 641.27 l S +235.05 646.13 m 235.05 641.27 l S +261.06 646.13 m 261.06 641.27 l S +287.08 646.13 m 287.08 641.27 l S +313.09 646.13 m 313.09 641.27 l S +339.11 646.13 m 339.11 641.27 l S +365.12 646.13 m 365.12 641.27 l S +391.14 646.13 m 391.14 641.27 l S +417.16 646.13 m 417.16 641.27 l S +443.17 646.13 m 443.17 641.27 l S +469.19 646.13 m 469.19 641.27 l S +495.20 646.13 m 495.20 641.27 l S +521.22 646.13 m 521.22 641.27 l S +78.95 646.13 m 538.13 646.13 l S +78.95 646.13 m 78.95 643.70 l S +91.96 646.13 m 91.96 643.70 l S +104.97 646.13 m 104.97 643.70 l S +117.98 646.13 m 117.98 643.70 l S +130.98 646.13 m 130.98 643.70 l S +143.99 646.13 m 143.99 643.70 l S +157.00 646.13 m 157.00 643.70 l S +170.01 646.13 m 170.01 643.70 l S +183.01 646.13 m 183.01 643.70 l S +196.02 646.13 m 196.02 643.70 l S +209.03 646.13 m 209.03 643.70 l S +222.04 646.13 m 222.04 643.70 l S +235.05 646.13 m 235.05 643.70 l S +248.05 646.13 m 248.05 643.70 l S +261.06 646.13 m 261.06 643.70 l S +274.07 646.13 m 274.07 643.70 l S +287.08 646.13 m 287.08 643.70 l S +300.08 646.13 m 300.08 643.70 l S +313.09 646.13 m 313.09 643.70 l S +326.10 646.13 m 326.10 643.70 l S +339.11 646.13 m 339.11 643.70 l S +352.12 646.13 m 352.12 643.70 l S +365.12 646.13 m 365.12 643.70 l S +378.13 646.13 m 378.13 643.70 l S +391.14 646.13 m 391.14 643.70 l S +404.15 646.13 m 404.15 643.70 l S +417.16 646.13 m 417.16 643.70 l S +430.16 646.13 m 430.16 643.70 l S +443.17 646.13 m 443.17 643.70 l S +456.18 646.13 m 456.18 643.70 l S +469.19 646.13 m 469.19 643.70 l S +482.19 646.13 m 482.19 643.70 l S +495.20 646.13 m 495.20 643.70 l S +508.21 646.13 m 508.21 643.70 l S +521.22 646.13 m 521.22 643.70 l S +534.23 646.13 m 534.23 643.70 l S +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +80.54 608.51 m 80.54 610.77 l S +82.96 611.50 m 82.96 613.68 l S +85.18 614.62 m 85.18 616.71 l S +87.60 616.35 m 87.60 618.42 l S +92.66 618.45 m 92.66 620.44 l S +95.20 623.05 m 95.20 624.93 l S +97.96 625.52 m 97.96 627.35 l S +100.56 628.64 m 100.56 630.42 l S +102.97 626.02 m 102.97 627.85 l S +105.57 625.17 m 105.57 627.01 l S +108.50 625.78 m 108.50 627.59 l S +110.58 627.52 m 110.58 629.31 l S +113.17 628.88 m 113.17 630.64 l S +118.87 625.77 m 118.87 627.60 l S +121.11 623.86 m 121.11 625.73 l S +123.71 625.95 m 123.71 627.76 l S +126.47 620.72 m 126.47 622.65 l S +129.06 618.03 m 129.06 620.04 l S +131.65 611.86 m 131.65 614.02 l S +133.90 606.66 m 133.90 608.99 l S +136.66 608.89 m 136.66 611.16 l S +139.25 608.51 m 139.25 610.77 l S +142.02 607.33 m 142.02 609.63 l S +144.11 602.85 m 144.11 605.29 l S +146.33 601.64 m 146.33 604.13 l S +148.77 597.97 m 148.77 600.62 l S +153.95 594.52 m 153.95 597.25 l S +157.39 591.29 m 157.39 594.21 l S +159.65 586.96 m 159.65 590.07 l S +162.43 585.42 m 162.43 588.59 l S +165.16 583.30 m 165.16 586.63 l S +172.76 589.30 m 172.76 592.27 l S +175.36 584.27 m 175.36 587.49 l S +177.26 586.96 m 177.26 590.07 l S +180.19 587.81 m 180.19 590.89 l S +182.44 590.71 m 182.44 593.63 l S +185.22 590.51 m 185.22 593.44 l S +188.14 589.70 m 188.14 592.68 l S +190.58 588.67 m 190.58 591.69 l S +193.02 592.47 m 193.02 595.30 l S +195.61 598.30 m 195.61 600.93 l S +198.23 607.98 m 198.23 610.28 l S +199.76 613.95 m 199.76 616.05 l S +203.01 615.72 m 203.01 617.78 l S +205.14 617.52 m 205.14 619.53 l S +208.20 623.41 m 208.20 625.28 l S +209.97 626.60 m 209.97 628.43 l S +212.54 623.50 m 212.54 625.38 l S +220.48 633.50 m 220.48 635.17 l S +222.70 632.57 m 222.70 634.27 l S +225.29 632.14 m 225.29 633.84 l S +227.71 634.05 m 227.71 635.72 l S +230.47 634.26 m 230.47 635.92 l S +232.89 631.26 m 232.89 632.96 l S +235.83 629.35 m 235.83 631.10 l S +238.07 627.03 m 238.07 628.82 l S +240.31 626.44 m 240.31 628.26 l S +242.90 616.58 m 242.90 618.61 l S +245.38 609.03 m 245.38 611.27 l S +248.60 607.98 m 248.60 610.28 l S +251.02 609.78 m 251.02 612.01 l S +253.61 611.50 m 253.61 613.68 l S +259.14 609.27 m 259.14 611.52 l S +261.39 610.53 m 261.39 612.73 l S +263.80 614.72 m 263.80 616.82 l S +266.57 615.61 m 266.57 617.67 l S +268.98 616.69 m 268.98 618.71 l S +272.09 617.30 m 272.09 619.34 l S +274.51 614.05 m 274.51 616.17 l S +276.58 616.15 m 276.58 618.20 l S +279.35 618.55 m 279.35 620.53 l S +282.11 620.43 m 282.11 622.38 l S +284.87 625.94 m 284.87 627.77 l S +287.29 627.59 m 287.29 629.39 l S +289.88 628.96 m 289.88 630.72 l S +292.29 631.85 m 292.29 633.55 l S +295.06 631.11 m 295.06 632.82 l S +297.47 630.51 m 297.47 632.23 l S +299.03 631.11 m 299.03 632.82 l S +301.62 628.95 m 301.62 630.73 l S +304.57 624.99 m 304.57 626.84 l S +306.45 627.28 m 306.45 629.06 l S +309.08 624.30 m 309.08 626.16 l S +311.63 624.21 m 311.63 626.07 l S +314.28 623.86 m 314.28 625.73 l S +316.64 622.59 m 316.64 624.49 l S +319.27 619.74 m 319.27 621.71 l S +321.83 625.86 m 321.83 627.68 l S +325.47 631.11 m 325.47 632.82 l S +328.06 634.19 m 328.06 635.86 l S +330.50 630.58 m 330.50 632.30 l S +332.05 629.27 m 332.05 631.03 l S +334.64 628.40 m 334.64 630.17 l S +337.23 623.60 m 337.23 625.46 l S +339.82 620.04 m 339.82 621.99 l S +342.41 619.54 m 342.41 621.51 l S +345.00 626.20 m 345.00 628.01 l S +347.42 627.02 m 347.42 628.83 l S +350.01 624.83 m 350.01 626.67 l S +352.78 622.14 m 352.78 624.03 l S +354.99 622.32 m 354.99 624.22 l S +357.51 628.33 m 357.51 630.10 l S +360.20 626.94 m 360.20 628.74 l S +362.94 625.77 m 362.94 627.60 l S +365.18 626.86 m 365.18 628.66 l S +367.79 626.28 m 367.79 628.09 l S +370.39 625.85 m 370.39 627.68 l S +372.95 625.43 m 372.95 627.26 l S +378.13 622.40 m 378.13 624.31 l S +380.72 622.60 m 380.72 624.48 l S +383.65 621.57 m 383.65 623.49 l S +386.07 623.23 m 386.07 625.11 l S +388.83 624.74 m 388.83 626.58 l S +390.90 623.68 m 390.90 625.55 l S +393.32 622.49 m 393.32 624.41 l S +396.43 626.20 m 396.43 628.01 l S +398.85 627.77 m 398.85 629.54 l S +401.78 628.33 m 401.78 630.10 l S +403.85 631.11 m 403.85 632.82 l S +406.96 632.21 m 406.96 633.91 l S +409.21 635.55 m 409.21 637.20 l S +411.78 639.76 m 411.78 641.33 l S +414.38 642.06 m 414.38 643.58 l S +416.47 641.42 m 416.47 642.97 l S +419.74 639.09 m 419.74 640.66 l S +421.98 637.14 m 421.98 638.75 l S +424.42 634.60 m 424.42 636.27 l S +427.16 634.06 m 427.16 635.72 l S +429.23 632.86 m 429.23 634.54 l S +431.84 629.74 m 431.84 631.48 l S +435.10 621.29 m 435.10 623.21 l S +437.36 621.09 m 437.36 623.03 l S +439.24 619.63 m 439.24 621.62 l S +442.18 615.83 m 442.18 617.88 l S +444.43 616.16 m 444.43 618.19 l S +447.54 620.14 m 447.54 622.08 l S +449.08 620.62 m 449.08 622.56 l S +453.06 625.94 m 453.06 627.77 l S +455.65 626.85 m 455.65 628.67 l S +458.24 622.41 m 458.24 624.31 l S +459.34 622.69 m 459.34 624.57 l S +463.07 623.05 m 463.07 624.93 l S +464.45 622.50 m 464.45 624.39 l S +467.11 623.59 m 467.11 625.47 l S +469.53 624.82 m 469.53 626.68 l S +472.29 622.32 m 472.29 624.22 l S +474.89 622.60 m 474.89 624.48 l S +477.30 620.43 m 477.30 622.38 l S +480.07 617.00 m 480.07 619.03 l S +482.25 617.11 m 482.25 619.13 l S +485.07 617.51 m 485.07 619.54 l S +487.49 615.39 m 487.49 617.46 l S +490.08 615.07 m 490.08 617.14 l S +492.84 614.17 m 492.84 616.28 l S +495.20 609.40 m 495.20 611.64 l S +497.62 607.47 m 497.62 609.76 l S +500.21 607.45 m 500.21 609.77 l S +502.80 609.02 m 502.80 611.28 l S +505.74 606.25 m 505.74 608.59 l S +508.33 609.53 m 508.33 611.76 l S +511.26 614.62 m 511.26 616.71 l S +513.85 621.09 m 513.85 623.03 l S +516.26 624.47 m 516.26 626.34 l S +518.33 621.29 m 518.33 623.21 l S +521.43 618.75 m 521.43 620.74 l S +523.68 618.33 m 523.68 620.35 l S +525.93 615.61 m 525.93 617.67 l S +528.69 614.05 m 528.69 616.17 l S +531.28 619.14 m 531.28 621.13 l S +533.87 620.52 m 533.87 622.47 l S +536.63 627.11 m 536.63 628.90 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 613.90 m 52.42 613.90 l S +52.42 613.90 m 47.74 613.90 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 14.61 615.70 Tm (HST H1) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 606.34 Tm (1158 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 606.31 m 55.02 621.48 l S +53.72 621.48 m 56.32 621.48 l S +53.72 606.31 m 56.32 606.31 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 611.16 Tm (=40%) Tj +ET +0.000 0.000 1.000 RG +80.54 574.86 m 80.54 576.85 l S +82.96 576.68 m 82.96 578.63 l S +85.18 580.00 m 85.18 581.90 l S +87.60 580.60 m 87.60 582.51 l S +92.66 584.41 m 92.66 586.26 l S +95.20 588.58 m 95.20 590.38 l S +97.96 589.84 m 97.96 591.61 l S +100.56 593.24 m 100.56 594.99 l S +102.97 590.43 m 102.97 592.20 l S +105.57 590.67 m 105.57 592.43 l S +108.50 592.34 m 108.50 594.09 l S +110.58 592.66 m 110.58 594.39 l S +113.17 592.45 m 113.17 594.20 l S +118.87 590.40 m 118.87 592.17 l S +121.11 589.13 m 121.11 590.91 l S +123.71 591.41 m 123.71 593.17 l S +126.47 587.33 m 126.47 589.16 l S +129.06 585.06 m 129.06 586.88 l S +131.65 579.96 m 131.65 581.89 l S +133.90 576.33 m 133.90 578.30 l S +136.66 575.63 m 136.66 577.59 l S +139.25 576.26 m 139.25 578.24 l S +142.02 575.14 m 142.02 577.13 l S +144.11 570.26 m 144.11 572.33 l S +146.33 568.74 m 146.33 570.83 l S +148.77 567.06 m 148.77 569.18 l S +153.95 561.53 m 153.95 563.76 l S +157.39 560.02 m 157.39 562.28 l S +159.65 555.14 m 159.65 557.52 l S +162.43 551.60 m 162.43 554.05 l S +165.16 550.67 m 165.16 553.15 l S +172.76 553.29 m 172.76 555.71 l S +175.36 552.74 m 175.36 555.14 l S +177.26 553.55 m 177.26 555.96 l S +180.19 555.48 m 180.19 557.85 l S +182.44 556.88 m 182.44 559.23 l S +185.22 556.18 m 185.22 558.52 l S +188.14 557.21 m 188.14 559.54 l S +190.58 556.56 m 190.58 558.88 l S +193.02 557.76 m 193.02 560.06 l S +195.61 563.28 m 195.61 565.48 l S +198.23 571.89 m 198.23 573.94 l S +199.76 577.19 m 199.76 579.12 l S +203.01 580.23 m 203.01 582.15 l S +205.14 583.04 m 205.14 584.91 l S +208.20 586.36 m 208.20 588.19 l S +209.97 590.00 m 209.97 591.79 l S +212.54 589.75 m 212.54 591.54 l S +220.48 599.60 m 220.48 601.27 l S +222.70 600.04 m 222.70 601.71 l S +225.29 597.78 m 225.29 599.49 l S +227.71 601.76 m 227.71 603.42 l S +230.47 600.21 m 230.47 601.88 l S +232.89 598.08 m 232.89 599.78 l S +235.83 596.77 m 235.83 598.47 l S +238.07 594.45 m 238.07 596.18 l S +240.31 591.50 m 240.31 593.26 l S +242.90 584.34 m 242.90 586.20 l S +245.38 577.79 m 245.38 579.73 l S +248.60 575.16 m 248.60 577.14 l S +251.02 576.69 m 251.02 578.65 l S +253.61 579.36 m 253.61 581.27 l S +259.14 577.29 m 259.14 579.25 l S +261.39 577.03 m 261.39 578.98 l S +263.80 581.63 m 263.80 583.53 l S +266.57 581.95 m 266.57 583.84 l S +268.98 582.24 m 268.98 584.12 l S +272.09 583.73 m 272.09 585.61 l S +274.51 580.83 m 274.51 582.73 l S +276.58 582.48 m 276.58 584.34 l S +279.35 584.26 m 279.35 586.12 l S +282.11 585.03 m 282.11 586.88 l S +284.87 589.81 m 284.87 591.60 l S +287.29 593.51 m 287.29 595.25 l S +289.88 594.90 m 289.88 596.64 l S +292.29 594.76 m 292.29 596.48 l S +295.06 595.71 m 295.06 597.44 l S +297.47 596.21 m 297.47 597.93 l S +299.03 595.17 m 299.03 596.90 l S +301.62 595.48 m 301.62 597.20 l S +304.57 590.60 m 304.57 592.39 l S +306.45 591.03 m 306.45 592.80 l S +309.08 590.01 m 309.08 591.80 l S +311.63 588.65 m 311.63 590.46 l S +314.28 590.15 m 314.28 591.93 l S +316.64 587.70 m 316.64 589.51 l S +319.27 584.94 m 319.27 586.79 l S +321.83 589.81 m 321.83 591.60 l S +325.47 596.38 m 325.47 598.09 l S +328.06 598.80 m 328.06 600.49 l S +330.50 595.52 m 330.50 597.24 l S +332.05 594.45 m 332.05 596.18 l S +334.64 593.84 m 334.64 595.59 l S +337.23 590.77 m 337.23 592.53 l S +339.82 587.48 m 339.82 589.29 l S +342.41 586.91 m 342.41 588.72 l S +345.00 590.11 m 345.00 591.89 l S +347.42 592.28 m 347.42 594.04 l S +350.01 591.16 m 350.01 592.93 l S +352.78 587.84 m 352.78 589.64 l S +354.99 588.55 m 354.99 590.36 l S +357.51 594.44 m 357.51 596.17 l S +360.20 594.57 m 360.20 596.30 l S +362.94 591.72 m 362.94 593.49 l S +365.18 590.91 m 365.18 592.69 l S +367.79 593.04 m 367.79 594.79 l S +370.39 591.05 m 370.39 592.81 l S +372.95 592.87 m 372.95 594.63 l S +378.13 589.16 m 378.13 590.95 l S +380.72 587.61 m 380.72 589.43 l S +383.65 587.60 m 383.65 589.42 l S +386.07 589.22 m 386.07 591.01 l S +388.83 591.89 m 388.83 593.66 l S +390.90 590.35 m 390.90 592.12 l S +393.32 589.07 m 393.32 590.85 l S +396.43 592.03 m 396.43 593.79 l S +398.85 593.04 m 398.85 594.79 l S +401.78 595.17 m 401.78 596.90 l S +403.85 598.50 m 403.85 600.18 l S +406.96 600.10 m 406.96 601.77 l S +409.21 600.97 m 409.21 602.63 l S +411.78 606.53 m 411.78 608.15 l S +414.38 608.96 m 414.38 610.56 l S +416.47 608.87 m 416.47 610.47 l S +419.74 606.70 m 419.74 608.31 l S +421.98 603.88 m 421.98 605.53 l S +424.42 602.49 m 424.42 604.14 l S +427.16 600.75 m 427.16 602.42 l S +429.23 599.51 m 429.23 601.18 l S +431.84 596.53 m 431.84 598.25 l S +435.10 590.52 m 435.10 592.30 l S +437.36 587.92 m 437.36 589.73 l S +439.24 588.19 m 439.24 590.01 l S +442.18 585.82 m 442.18 587.68 l S +444.43 584.62 m 444.43 586.47 l S +447.54 585.41 m 447.54 587.25 l S +449.08 588.04 m 449.08 589.83 l S +453.06 592.54 m 453.06 594.31 l S +455.65 592.24 m 455.65 594.00 l S +458.24 588.94 m 458.24 590.74 l S +459.34 588.68 m 459.34 590.49 l S +463.07 588.65 m 463.07 590.46 l S +464.45 588.87 m 464.45 590.67 l S +467.11 588.88 m 467.11 590.68 l S +469.53 589.71 m 469.53 591.51 l S +472.29 588.78 m 472.29 590.58 l S +474.89 589.11 m 474.89 590.90 l S +477.30 586.17 m 477.30 588.01 l S +480.07 584.25 m 480.07 586.11 l S +482.25 584.56 m 482.25 586.40 l S +485.07 583.60 m 485.07 585.47 l S +487.49 581.62 m 487.49 583.51 l S +490.08 580.35 m 490.08 582.26 l S +492.84 579.12 m 492.84 581.04 l S +495.20 576.80 m 495.20 578.79 l S +497.62 574.84 m 497.62 576.84 l S +500.21 574.06 m 500.21 576.08 l S +502.80 574.73 m 502.80 576.72 l S +505.74 573.22 m 505.74 575.24 l S +508.33 575.31 m 508.33 577.32 l S +511.26 580.41 m 511.26 582.32 l S +513.85 587.41 m 513.85 589.23 l S +516.26 589.63 m 516.26 591.43 l S +518.33 588.13 m 518.33 589.96 l S +521.43 584.21 m 521.43 586.07 l S +523.68 583.73 m 523.68 585.61 l S +525.93 582.97 m 525.93 584.85 l S +528.69 579.56 m 528.69 581.50 l S +531.28 584.53 m 531.28 586.40 l S +533.87 587.42 m 533.87 589.25 l S +536.63 591.90 m 536.63 593.67 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 580.84 m 52.42 580.84 l S +52.42 580.84 m 47.74 580.84 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 14.61 582.64 Tm (HST H2) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 573.28 Tm (1367 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 571.02 m 55.02 590.66 l S +53.72 590.66 m 56.32 590.66 l S +53.72 571.02 m 56.32 571.02 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 578.10 Tm (=40%) Tj +ET +1.000 0.000 0.000 RG +80.64 541.57 m 80.64 543.19 l S +83.05 544.68 m 83.05 546.30 l S +85.22 546.88 m 85.22 548.46 l S +87.64 546.88 m 87.64 548.46 l S +92.78 550.40 m 92.78 552.00 l S +95.24 554.90 m 95.24 556.45 l S +98.00 556.56 m 98.00 558.12 l S +100.59 557.94 m 100.59 559.47 l S +103.01 556.94 m 103.01 558.49 l S +105.60 556.69 m 105.60 558.24 l S +108.54 557.56 m 108.54 559.11 l S +110.61 557.81 m 110.61 559.35 l S +113.20 559.01 m 113.20 560.57 l S +118.91 555.93 m 118.91 557.49 l S +121.15 554.76 m 121.15 556.33 l S +123.74 556.94 m 123.74 558.49 l S +126.51 552.36 m 126.51 553.94 l S +129.10 550.13 m 129.10 551.70 l S +131.69 545.48 m 131.69 547.08 l S +133.93 541.73 m 133.93 543.35 l S +136.70 542.57 m 136.70 544.20 l S +139.29 543.24 m 139.29 544.84 l S +142.05 541.90 m 142.05 543.52 l S +144.19 538.77 m 144.19 540.41 l S +146.42 536.00 m 146.42 537.67 l S +148.92 532.89 m 148.92 534.54 l S +154.10 529.97 m 154.10 531.67 l S +157.42 527.79 m 157.42 529.49 l S +159.73 523.35 m 159.73 525.10 l S +162.50 520.09 m 162.50 521.85 l S +165.20 517.98 m 165.20 519.72 l S +172.80 520.61 m 172.80 522.35 l S +175.39 519.31 m 175.39 521.05 l S +177.42 521.62 m 177.42 523.38 l S +180.28 524.09 m 180.28 525.81 l S +182.61 525.29 m 182.61 526.98 l S +185.37 525.74 m 185.37 527.46 l S +188.18 525.51 m 188.18 527.23 l S +190.73 524.58 m 190.73 526.28 l S +193.15 525.74 m 193.15 527.46 l S +195.75 532.07 m 195.75 533.74 l S +198.34 539.49 m 198.34 541.11 l S +199.85 545.00 m 199.85 546.61 l S +203.11 548.52 m 203.11 550.11 l S +205.29 551.12 m 205.29 552.69 l S +208.30 555.03 m 208.30 556.58 l S +210.11 557.56 m 210.11 559.11 l S +212.63 557.56 m 212.63 559.11 l S +220.57 566.47 m 220.57 568.00 l S +222.74 566.88 m 222.74 568.40 l S +225.33 566.26 m 225.33 567.79 l S +227.74 568.79 m 227.74 570.31 l S +230.51 568.89 m 230.51 570.41 l S +232.93 565.74 m 232.93 567.27 l S +235.87 564.78 m 235.87 566.32 l S +238.11 561.93 m 238.11 563.47 l S +240.35 559.73 m 240.35 561.28 l S +242.94 552.64 m 242.94 554.21 l S +245.49 545.16 m 245.49 546.77 l S +248.64 541.73 m 248.64 543.35 l S +251.06 544.04 m 251.06 545.65 l S +253.65 545.48 m 253.65 547.08 l S +259.18 546.26 m 259.18 547.86 l S +261.42 545.64 m 261.42 547.23 l S +263.84 548.52 m 263.84 550.11 l S +266.60 550.26 m 266.60 551.85 l S +269.02 550.40 m 269.02 552.00 l S +272.13 550.26 m 272.13 551.85 l S +274.55 549.40 m 274.55 550.99 l S +276.62 550.55 m 276.62 552.13 l S +279.38 551.53 m 279.38 553.11 l S +282.15 553.32 m 282.15 554.87 l S +284.91 557.69 m 284.91 559.23 l S +287.32 559.73 m 287.32 561.28 l S +289.91 561.58 m 289.91 563.13 l S +292.33 563.04 m 292.33 564.59 l S +295.09 562.82 m 295.09 564.37 l S +297.51 563.71 m 297.51 565.24 l S +299.20 562.60 m 299.20 564.14 l S +301.79 561.93 m 301.79 563.47 l S +304.72 558.29 m 304.72 559.85 l S +306.49 559.01 m 306.49 560.57 l S +309.15 558.17 m 309.15 559.72 l S +311.67 556.56 m 311.67 558.12 l S +314.42 558.04 m 314.42 559.61 l S +316.68 557.06 m 316.68 558.62 l S +319.37 555.93 m 319.37 557.49 l S +321.86 558.66 m 321.86 560.20 l S +325.62 564.14 m 325.62 565.68 l S +328.22 566.05 m 328.22 567.58 l S +330.64 563.38 m 330.64 564.91 l S +332.15 563.04 m 332.15 564.59 l S +334.74 561.82 m 334.74 563.35 l S +337.33 560.20 m 337.33 561.75 l S +339.92 556.82 m 339.92 558.36 l S +342.51 557.43 m 342.51 558.99 l S +345.10 560.66 m 345.10 562.22 l S +347.51 562.60 m 347.51 564.14 l S +350.10 560.32 m 350.10 561.86 l S +352.87 557.31 m 352.87 558.87 l S +355.03 557.81 m 355.03 559.35 l S +357.59 561.70 m 357.59 563.25 l S +360.28 562.04 m 360.28 563.58 l S +362.98 560.32 m 362.98 561.86 l S +365.22 560.20 m 365.22 561.75 l S +367.87 561.02 m 367.87 562.56 l S +370.46 560.55 m 370.46 562.10 l S +372.99 559.73 m 372.99 561.28 l S +378.17 557.56 m 378.17 559.11 l S +380.76 556.56 m 380.76 558.12 l S +383.69 556.06 m 383.69 557.61 l S +386.11 557.69 m 386.11 559.23 l S +388.87 559.26 m 388.87 560.80 l S +390.94 558.04 m 390.94 559.61 l S +393.36 557.56 m 393.36 559.11 l S +396.47 559.38 m 396.47 560.92 l S +398.88 560.20 m 398.88 561.75 l S +401.82 561.37 m 401.82 562.89 l S +403.89 564.47 m 403.89 566.00 l S +407.00 565.74 m 407.00 567.27 l S +409.24 568.00 m 409.24 569.51 l S +411.82 573.59 m 411.82 575.10 l S +414.42 575.51 m 414.42 577.03 l S +416.55 575.95 m 416.55 577.45 l S +419.77 572.59 m 419.77 574.11 l S +422.02 571.48 m 422.02 572.99 l S +424.50 569.28 m 424.50 570.80 l S +427.20 568.98 m 427.20 570.51 l S +429.32 568.00 m 429.32 569.51 l S +431.99 565.63 m 431.99 567.16 l S +435.14 559.38 m 435.14 560.92 l S +437.45 556.05 m 437.45 557.62 l S +439.41 555.80 m 439.41 557.36 l S +442.35 553.18 m 442.35 554.74 l S +444.59 551.67 m 444.59 553.25 l S +447.63 554.23 m 447.63 555.82 l S +449.12 554.90 m 449.12 556.45 l S +453.09 559.38 m 453.09 560.92 l S +455.68 559.50 m 455.68 561.04 l S +458.27 555.54 m 458.27 557.11 l S +459.46 554.90 m 459.46 556.45 l S +463.16 555.93 m 463.16 557.49 l S +464.49 554.76 m 464.49 556.33 l S +467.27 556.56 m 467.27 558.12 l S +469.66 556.31 m 469.66 557.87 l S +472.45 556.19 m 472.45 557.73 l S +475.03 556.05 m 475.03 557.62 l S +477.44 553.58 m 477.44 555.15 l S +480.21 551.95 m 480.21 553.52 l S +482.29 550.27 m 482.29 551.84 l S +485.21 550.69 m 485.21 552.27 l S +487.61 549.54 m 487.61 551.14 l S +490.20 548.38 m 490.20 549.97 l S +492.98 545.80 m 492.98 547.39 l S +495.24 544.84 m 495.24 546.46 l S +497.66 542.90 m 497.66 544.52 l S +500.24 541.39 m 500.24 543.02 l S +502.83 543.40 m 502.83 545.00 l S +505.78 540.71 m 505.78 542.33 l S +508.37 542.23 m 508.37 543.87 l S +511.30 548.38 m 511.30 549.97 l S +513.89 554.64 m 513.89 556.20 l S +516.29 557.18 m 516.29 558.75 l S +518.37 555.93 m 518.37 557.49 l S +521.47 552.64 m 521.47 554.21 l S +523.72 553.04 m 523.72 554.61 l S +525.96 550.11 m 525.96 551.71 l S +528.73 547.17 m 528.73 548.77 l S +531.32 552.21 m 531.32 553.81 l S +533.91 554.23 m 533.91 555.82 l S +536.67 559.50 m 536.67 561.04 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 547.78 m 52.42 547.78 l S +52.42 547.78 m 47.74 547.78 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 14.61 549.58 Tm (HST H3) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 540.22 Tm (1479 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 538.52 m 55.02 557.04 l S +53.72 557.04 m 56.32 557.04 l S +53.72 538.52 m 56.32 538.52 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 545.04 Tm (=40%) Tj +ET +0.000 0.000 1.000 RG +80.64 507.64 m 80.64 510.19 l S +83.05 510.05 m 83.05 512.53 l S +85.22 514.72 m 85.22 517.13 l S +87.64 514.74 m 87.64 517.11 l S +92.78 517.32 m 92.78 519.73 l S +95.24 521.11 m 95.24 523.45 l S +98.00 522.38 m 98.00 524.67 l S +100.59 523.93 m 100.59 526.17 l S +103.01 522.54 m 103.01 524.82 l S +105.60 524.66 m 105.60 526.93 l S +108.54 523.91 m 108.54 526.19 l S +110.61 523.93 m 110.61 526.17 l S +113.20 524.37 m 113.20 526.63 l S +118.91 523.76 m 118.91 526.04 l S +121.15 522.23 m 121.15 524.52 l S +123.74 523.93 m 123.74 526.17 l S +126.51 519.66 m 126.51 522.03 l S +129.10 519.51 m 129.10 521.85 l S +131.69 511.96 m 131.69 514.42 l S +133.93 508.26 m 133.93 510.78 l S +136.70 510.40 m 136.70 512.94 l S +139.29 510.42 m 139.29 512.92 l S +142.05 508.26 m 142.05 510.78 l S +144.19 506.38 m 144.19 508.99 l S +146.42 504.47 m 146.42 507.12 l S +148.92 500.19 m 148.92 502.93 l S +154.10 496.04 m 154.10 498.90 l S +157.42 494.24 m 157.42 497.13 l S +159.73 489.04 m 159.73 492.05 l S +162.50 487.59 m 162.50 490.62 l S +165.20 484.21 m 165.20 487.37 l S +172.80 489.30 m 172.80 492.36 l S +175.39 486.37 m 175.39 489.48 l S +177.42 487.88 m 177.42 490.91 l S +180.28 490.19 m 180.28 493.15 l S +182.61 491.01 m 182.61 493.98 l S +185.37 492.13 m 185.37 495.04 l S +188.18 491.57 m 188.18 494.51 l S +190.73 491.55 m 190.73 494.53 l S +193.15 491.86 m 193.15 494.77 l S +195.75 498.77 m 195.75 501.53 l S +198.34 505.32 m 198.34 507.97 l S +199.85 511.20 m 199.85 513.67 l S +203.11 513.63 m 203.11 516.06 l S +205.29 518.01 m 205.29 520.38 l S +208.30 520.15 m 208.30 522.50 l S +210.11 523.77 m 210.11 526.03 l S +212.63 523.46 m 212.63 525.73 l S +220.57 531.78 m 220.57 533.94 l S +222.74 531.65 m 222.74 533.81 l S +225.33 532.68 m 225.33 534.83 l S +227.74 534.44 m 227.74 536.59 l S +230.51 532.82 m 230.51 534.96 l S +232.93 530.86 m 232.93 533.03 l S +235.87 530.73 m 235.87 532.88 l S +238.11 527.43 m 238.11 529.64 l S +240.35 526.00 m 240.35 528.23 l S +242.94 521.11 m 242.94 523.45 l S +245.49 513.26 m 245.49 515.70 l S +248.64 508.04 m 248.64 510.60 l S +251.06 511.19 m 251.06 513.69 l S +253.65 513.61 m 253.65 516.08 l S +259.18 513.26 m 259.18 515.70 l S +261.42 511.00 m 261.42 513.50 l S +263.84 515.94 m 263.84 518.37 l S +266.60 515.60 m 266.60 518.01 l S +269.02 517.50 m 269.02 519.89 l S +272.13 517.32 m 272.13 519.73 l S +274.55 515.95 m 274.55 518.35 l S +276.62 517.34 m 276.62 519.71 l S +279.38 520.31 m 279.38 522.67 l S +282.15 518.52 m 282.15 520.87 l S +284.91 522.69 m 284.91 524.98 l S +287.32 525.11 m 287.32 527.37 l S +289.91 526.84 m 289.91 529.09 l S +292.33 528.97 m 292.33 531.16 l S +295.09 527.98 m 295.09 530.21 l S +297.51 528.81 m 297.51 531.03 l S +299.20 528.55 m 299.20 530.75 l S +301.79 527.43 m 301.79 529.64 l S +304.72 525.84 m 304.72 528.09 l S +306.49 525.99 m 306.49 528.24 l S +309.15 525.09 m 309.15 527.38 l S +311.67 522.21 m 311.67 524.53 l S +314.42 523.31 m 314.42 525.59 l S +316.68 523.46 m 316.68 525.73 l S +319.37 521.43 m 319.37 523.76 l S +321.86 522.53 m 321.86 524.84 l S +325.62 528.54 m 325.62 530.76 l S +328.22 531.78 m 328.22 533.94 l S +330.64 530.18 m 330.64 532.37 l S +332.15 528.39 m 332.15 530.63 l S +334.74 527.41 m 334.74 529.66 l S +337.33 525.25 m 337.33 527.51 l S +339.92 522.23 m 339.92 524.52 l S +342.51 521.59 m 342.51 523.91 l S +345.10 522.69 m 345.10 524.98 l S +347.51 526.26 m 347.51 528.53 l S +350.10 524.81 m 350.10 527.08 l S +352.87 521.11 m 352.87 523.45 l S +355.03 522.06 m 355.03 524.38 l S +357.59 527.43 m 357.59 529.64 l S +360.28 526.28 m 360.28 528.52 l S +362.98 524.80 m 362.98 527.09 l S +365.22 524.34 m 365.22 526.66 l S +367.87 525.25 m 367.87 527.51 l S +370.46 524.66 m 370.46 526.93 l S +372.99 524.94 m 372.99 527.24 l S +378.17 522.53 m 378.17 524.84 l S +380.76 523.14 m 380.76 525.45 l S +383.69 523.45 m 383.69 525.75 l S +386.11 524.21 m 386.11 526.48 l S +388.87 526.28 m 388.87 528.52 l S +390.94 525.56 m 390.94 527.79 l S +393.36 523.74 m 393.36 526.06 l S +396.47 526.12 m 396.47 528.40 l S +398.88 526.71 m 398.88 528.95 l S +401.82 529.22 m 401.82 531.45 l S +403.89 530.85 m 403.89 533.04 l S +407.00 533.57 m 407.00 535.71 l S +409.24 535.55 m 409.24 537.68 l S +411.82 539.65 m 411.82 541.74 l S +414.42 541.33 m 414.42 543.38 l S +416.55 542.62 m 416.55 544.66 l S +419.77 539.42 m 419.77 541.52 l S +422.02 538.28 m 422.02 540.38 l S +424.50 535.81 m 424.50 537.91 l S +427.20 534.81 m 427.20 536.97 l S +429.32 535.07 m 429.32 537.19 l S +431.99 532.80 m 431.99 534.97 l S +435.14 527.28 m 435.14 529.51 l S +437.45 524.50 m 437.45 526.79 l S +439.41 522.69 m 439.41 524.98 l S +442.35 520.14 m 442.35 522.51 l S +444.59 519.16 m 444.59 521.55 l S +447.63 522.06 m 447.63 524.38 l S +449.12 521.76 m 449.12 524.06 l S +453.09 526.12 m 453.09 528.40 l S +455.68 526.56 m 455.68 528.81 l S +458.27 524.20 m 458.27 526.50 l S +459.46 523.76 m 459.46 526.04 l S +463.16 524.21 m 463.16 526.48 l S +464.49 522.67 m 464.49 525.00 l S +467.27 523.12 m 467.27 525.46 l S +469.66 524.66 m 469.66 526.93 l S +472.45 524.49 m 472.45 526.81 l S +475.03 524.35 m 475.03 526.64 l S +477.44 521.73 m 477.44 524.09 l S +480.21 520.15 m 480.21 522.50 l S +482.29 518.32 m 482.29 520.74 l S +485.21 518.16 m 485.21 520.56 l S +487.61 517.13 m 487.61 519.57 l S +490.20 516.80 m 490.20 519.23 l S +492.98 516.11 m 492.98 518.54 l S +495.24 512.49 m 495.24 515.00 l S +497.66 511.00 m 497.66 513.50 l S +500.24 510.21 m 500.24 512.76 l S +502.83 509.21 m 502.83 511.81 l S +505.78 509.03 m 505.78 511.60 l S +508.37 510.40 m 508.37 512.94 l S +511.30 514.17 m 511.30 516.60 l S +513.89 518.65 m 513.89 521.06 l S +516.29 522.37 m 516.29 524.69 l S +518.37 522.35 m 518.37 524.70 l S +521.47 519.51 m 521.47 521.85 l S +523.72 519.97 m 523.72 522.36 l S +525.96 516.11 m 525.96 518.54 l S +528.73 514.33 m 528.73 516.80 l S +531.32 518.99 m 531.32 521.39 l S +533.91 521.10 m 533.91 523.46 l S +536.67 526.28 m 536.67 528.52 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 514.72 m 52.42 514.72 l S +52.42 514.72 m 47.74 514.72 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 14.61 516.53 Tm (HST H4) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 507.17 Tm (1746 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 504.77 m 55.02 524.66 l S +53.72 524.66 m 56.32 524.66 l S +53.72 504.77 m 56.32 504.77 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 511.98 Tm (=40%) Tj +ET +1.000 0.000 0.000 RG +80.07 475.00 m 80.07 478.45 l S +100.71 489.91 m 100.71 493.22 l S +103.84 487.66 m 103.84 491.14 l S +121.85 489.64 m 121.85 493.02 l S +126.39 485.73 m 126.39 489.12 l S +129.86 484.74 m 129.86 488.61 l S +131.27 482.04 m 131.27 485.66 l S +131.43 482.02 m 131.43 485.68 l S +132.65 477.19 m 132.65 480.79 l S +133.65 480.15 m 133.65 483.84 l S +134.52 475.68 m 134.52 479.50 l S +136.44 477.19 m 136.44 480.79 l S +139.39 474.87 m 139.39 478.59 l S +140.12 476.33 m 140.12 479.98 l S +141.29 475.44 m 141.29 479.16 l S +141.98 476.89 m 141.98 480.53 l S +142.72 475.44 m 142.72 479.16 l S +144.11 474.87 m 144.11 478.58 l S +145.67 463.97 m 145.67 472.54 l S +149.30 466.71 m 149.30 470.44 l S +152.76 462.85 m 152.76 466.46 l S +153.46 458.99 m 153.46 462.78 l S +156.25 462.49 m 156.25 466.15 l S +157.27 462.05 m 157.27 465.91 l S +157.98 461.50 m 157.98 465.11 l S +158.67 456.47 m 158.67 460.29 l S +159.52 459.04 m 159.52 462.72 l S +160.60 456.19 m 160.60 459.84 l S +161.09 453.87 m 161.09 457.72 l S +163.17 453.18 m 163.17 456.90 l S +164.40 451.20 m 164.40 455.05 l S +165.10 452.78 m 165.10 456.55 l S +165.97 453.18 m 165.97 456.90 l S +167.14 450.83 m 167.14 454.64 l S +168.58 452.41 m 168.58 456.15 l S +168.89 451.21 m 168.89 455.04 l S +169.57 452.35 m 169.57 456.21 l S +170.45 452.01 m 170.45 455.79 l S +170.78 451.23 m 170.78 455.02 l S +171.67 453.52 m 171.67 457.33 l S +172.69 453.43 m 172.69 457.41 l S +173.42 452.46 m 173.42 456.10 l S +175.29 453.60 m 175.29 456.30 l S +176.02 452.47 m 176.02 456.09 l S +176.55 454.23 m 176.55 458.10 l S +177.42 455.03 m 177.42 458.79 l S +179.33 452.42 m 179.33 456.14 l S +180.02 454.71 m 180.02 458.38 l S +182.09 456.15 m 182.09 459.87 l S +183.12 456.85 m 183.12 460.63 l S +183.99 458.00 m 183.99 461.63 l S +184.67 456.55 m 184.67 460.20 l S +185.53 458.36 m 185.53 461.99 l S +186.58 456.59 m 186.58 460.17 l S +187.26 458.35 m 187.26 462.00 l S +188.34 457.97 m 188.34 461.66 l S +189.19 456.95 m 189.19 460.54 l S +190.09 458.71 m 190.09 462.34 l S +190.77 456.56 m 190.77 460.20 l S +191.43 456.59 m 191.43 460.17 l S +192.32 455.07 m 192.32 458.75 l S +193.35 456.93 m 193.35 460.56 l S +194.05 460.17 m 194.05 463.69 l S +194.76 459.04 m 194.76 462.72 l S +195.76 463.82 m 195.76 467.50 l S +196.80 465.53 m 196.80 469.04 l S +197.69 466.12 m 197.69 469.74 l S +199.41 472.93 m 199.41 476.46 l S +200.10 472.88 m 200.10 476.51 l S +200.96 477.18 m 200.96 480.80 l S +202.56 478.25 m 202.56 481.94 l S +203.57 476.29 m 203.57 480.01 l S +204.44 478.87 m 204.44 482.41 l S +205.17 479.86 m 205.17 483.58 l S +206.17 482.04 m 206.17 485.66 l S +207.04 482.09 m 207.04 485.61 l S +207.96 484.33 m 207.96 488.01 l S +208.99 487.40 m 208.99 490.92 l S +209.86 488.36 m 209.86 491.89 l S +210.38 488.59 m 210.38 492.14 l S +211.41 488.10 m 211.41 491.68 l S +212.47 488.60 m 212.47 492.14 l S +212.97 489.02 m 212.97 492.67 l S +213.97 491.20 m 213.97 494.75 l S +214.84 489.81 m 214.84 493.32 l S +216.10 493.67 m 216.10 497.30 l S +216.75 493.96 m 216.75 497.47 l S +217.81 493.98 m 217.81 497.45 l S +218.17 493.26 m 218.17 496.81 l S +220.59 496.52 m 220.59 498.92 l S +220.77 497.48 m 220.77 500.97 l S +223.03 497.65 m 223.03 501.24 l S +223.56 498.93 m 223.56 502.50 l S +224.39 498.51 m 224.39 502.08 l S +225.27 497.47 m 225.27 500.98 l S +226.14 498.93 m 226.14 502.51 l S +226.98 499.58 m 226.98 503.10 l S +229.06 502.05 m 229.06 505.57 l S +229.93 500.20 m 229.93 503.74 l S +231.18 499.94 m 231.18 503.59 l S +232.70 497.70 m 232.70 501.19 l S +233.43 498.33 m 233.43 501.83 l S +233.78 498.71 m 233.78 502.30 l S +236.23 497.47 m 236.23 500.98 l S +236.55 497.88 m 236.55 501.42 l S +239.13 494.58 m 239.13 498.19 l S +240.35 494.36 m 240.35 497.95 l S +241.90 491.37 m 241.90 495.03 l S +242.95 488.34 m 242.95 491.91 l S +243.81 486.38 m 243.81 489.96 l S +244.68 482.78 m 244.68 486.47 l S +245.23 482.61 m 245.23 486.13 l S +245.89 480.75 m 245.89 484.30 l S +246.41 479.99 m 246.41 483.45 l S +248.18 476.33 m 248.18 479.98 l S +249.01 480.73 m 249.01 484.32 l S +249.41 476.63 m 249.41 480.23 l S +250.92 478.28 m 250.92 481.92 l S +251.45 479.40 m 251.45 482.98 l S +252.67 481.77 m 252.67 485.40 l S +254.04 480.73 m 254.04 484.32 l S +254.60 480.75 m 254.60 484.30 l S +255.81 480.75 m 255.81 484.30 l S +256.67 479.42 m 256.67 482.95 l S +257.21 479.14 m 257.21 482.69 l S +258.38 479.42 m 258.38 482.95 l S +259.07 479.43 m 259.07 482.95 l S +260.63 481.30 m 260.63 484.82 l S +260.98 479.69 m 260.98 483.23 l S +261.85 478.05 m 261.85 481.59 l S +263.77 481.03 m 263.77 484.56 l S +265.84 481.58 m 265.84 485.06 l S +266.38 481.82 m 266.38 485.34 l S +267.06 482.10 m 267.06 485.59 l S +268.44 477.41 m 268.44 481.12 l S +268.99 481.26 m 268.99 484.86 l S +269.86 477.21 m 269.86 480.77 l S +270.21 475.23 m 270.21 478.80 l S +271.57 481.31 m 271.57 484.81 l S +272.47 480.76 m 272.47 484.28 l S +273.47 481.79 m 273.47 485.37 l S +274.38 483.06 m 274.38 486.71 l S +275.90 482.25 m 275.90 485.96 l S +276.94 482.28 m 276.94 485.93 l S +277.68 482.23 m 277.68 485.98 l S +278.56 483.04 m 278.56 486.73 l S +280.27 479.91 m 280.27 483.54 l S +283.04 481.21 m 283.04 484.91 l S +285.48 489.07 m 285.48 492.62 l S +288.41 483.08 m 288.41 486.70 l S +289.28 489.55 m 289.28 493.10 l S +290.15 491.91 m 290.15 495.42 l S +299.37 493.42 m 299.37 497.11 l S +301.60 492.14 m 301.60 495.66 l S +302.79 493.06 m 302.79 496.57 l S +303.32 491.94 m 303.32 495.39 l S +305.22 489.96 m 305.22 493.64 l S +306.27 490.54 m 306.27 494.46 l S +306.65 484.86 m 306.65 488.49 l S +309.42 489.29 m 309.42 492.88 l S +311.48 486.10 m 311.48 489.75 l S +312.71 489.07 m 312.71 492.62 l S +313.75 485.64 m 313.75 489.22 l S +314.45 489.48 m 314.45 493.17 l S +314.62 489.25 m 314.62 492.92 l S +318.55 486.39 m 318.55 489.95 l S +319.10 486.17 m 319.10 489.68 l S +320.13 487.10 m 320.13 490.71 l S +320.84 488.81 m 320.84 492.41 l S +321.85 487.58 m 321.85 491.22 l S +322.37 486.37 m 322.37 489.97 l S +323.41 491.65 m 323.41 495.21 l S +326.21 494.35 m 326.21 497.96 l S +327.58 495.48 m 327.58 499.05 l S +329.66 494.42 m 329.66 497.90 l S +331.24 492.80 m 331.24 496.37 l S +332.10 493.51 m 332.10 497.02 l S +333.16 488.55 m 333.16 492.19 l S +333.86 492.33 m 333.86 495.92 l S +334.70 490.24 m 334.70 493.83 l S +336.63 492.38 m 336.63 495.87 l S +337.31 482.87 m 337.31 486.39 l S +338.19 488.54 m 338.19 492.20 l S +339.02 487.87 m 339.02 491.42 l S +340.76 485.87 m 340.76 489.48 l S +341.81 484.88 m 341.81 488.47 l S +343.36 486.36 m 343.36 489.98 l S +344.22 483.63 m 344.22 487.18 l S +345.27 487.10 m 345.27 490.71 l S +345.64 486.30 m 345.64 490.04 l S +346.51 489.58 m 346.51 493.07 l S +349.11 489.57 m 349.11 493.08 l S +350.16 488.81 m 350.16 492.41 l S +351.32 488.03 m 351.32 491.75 l S +353.06 487.78 m 353.06 491.51 l S +354.44 485.44 m 354.44 489.41 l S +357.04 490.02 m 357.04 493.57 l S +361.25 492.77 m 361.25 496.40 l S +362.24 487.88 m 362.24 491.41 l S +363.11 490.31 m 363.11 493.76 l S +363.99 489.35 m 363.99 492.82 l S +365.19 487.18 m 365.19 490.63 l S +366.06 485.38 m 366.06 488.97 l S +367.28 489.82 m 367.28 493.30 l S +367.98 491.23 m 367.98 494.72 l S +370.58 489.62 m 370.58 493.04 l S +371.96 489.85 m 371.96 493.27 l S +372.64 483.54 m 372.64 487.26 l S +376.13 485.41 m 376.13 488.94 l S +378.37 489.28 m 378.37 492.89 l S +380.67 489.10 m 380.67 492.59 l S +381.70 488.38 m 381.70 491.87 l S +383.05 489.32 m 383.05 492.84 l S +383.92 487.89 m 383.92 491.40 l S +385.65 488.84 m 385.65 492.38 l S +387.38 489.32 m 387.38 492.84 l S +388.25 493.27 m 388.25 496.79 l S +389.11 487.61 m 389.11 491.20 l S +390.85 491.43 m 390.85 494.97 l S +391.72 489.77 m 391.72 493.35 l S +392.58 488.84 m 392.58 492.38 l S +393.45 490.27 m 393.45 493.80 l S +394.32 490.88 m 394.32 494.59 l S +395.71 489.06 m 395.71 492.64 l S +396.40 492.10 m 396.40 495.69 l S +397.31 494.60 m 397.31 498.18 l S +397.79 493.03 m 397.79 496.59 l S +399.53 496.34 m 399.53 499.95 l S +401.48 492.84 m 401.48 496.32 l S +402.51 486.90 m 402.51 490.43 l S +402.99 495.21 m 402.99 498.88 l S +403.17 495.99 m 403.17 499.43 l S +405.96 495.71 m 405.96 499.27 l S +406.63 498.50 m 406.63 502.09 l S +407.34 500.19 m 407.34 503.74 l S +410.97 505.27 m 410.97 508.69 l S +412.19 505.33 m 412.19 508.62 l S +412.58 505.99 m 412.58 509.51 l S +413.79 508.25 m 413.79 511.80 l S +414.45 508.48 m 414.45 511.94 l S +416.36 505.80 m 416.36 509.33 l S +417.74 508.84 m 417.74 512.33 l S +418.65 504.23 m 418.65 507.78 l S +418.81 506.56 m 418.81 510.10 l S +418.95 507.33 m 418.95 510.85 l S +422.11 504.27 m 422.11 507.74 l S +423.31 501.85 m 423.31 505.37 l S +425.36 502.43 m 425.36 506.01 l S +425.73 496.61 m 425.73 500.12 l S +429.17 503.42 m 429.17 507.00 l S +431.10 498.95 m 431.10 502.48 l S +431.60 500.02 m 431.60 503.51 l S +432.65 498.68 m 432.65 501.91 l S +433.88 499.14 m 433.88 502.71 l S +434.75 493.25 m 434.75 496.82 l S +435.46 492.14 m 435.46 495.66 l S +436.48 491.41 m 436.48 494.99 l S +437.66 489.31 m 437.66 492.86 l S +438.36 489.77 m 438.36 493.35 l S +439.08 490.95 m 439.08 494.53 l S +439.41 491.56 m 439.41 494.84 l S +440.61 489.06 m 440.61 492.64 l S +442.69 486.83 m 442.69 490.50 l S +443.56 489.32 m 443.56 492.85 l S +444.27 489.06 m 444.27 492.64 l S +448.42 488.56 m 448.42 491.69 l S +453.80 487.60 m 453.80 490.72 l S +461.95 491.18 m 461.95 494.30 l S +468.18 491.61 m 468.18 494.80 l S +469.91 490.89 m 469.91 494.11 l S +474.28 489.77 m 474.28 492.89 l S +480.32 476.58 m 480.32 479.72 l S +485.52 486.11 m 485.52 489.24 l S +489.33 482.52 m 489.33 485.69 l S +494.19 477.41 m 494.19 480.56 l S +500.60 476.58 m 500.60 479.72 l S +506.35 473.41 m 506.35 476.57 l S +506.54 471.73 m 506.54 475.28 l S +510.68 474.59 m 510.68 477.72 l S +516.22 487.22 m 516.22 490.35 l S +520.56 484.93 m 520.56 488.06 l S +526.63 481.87 m 526.63 484.99 l S +530.60 483.04 m 530.60 486.16 l S +535.80 488.97 m 535.80 492.09 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 481.66 m 52.42 481.66 l S +52.42 481.66 m 47.74 481.66 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 0.38 483.47 Tm (Swift UVW2) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 474.11 Tm (1928 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 474.50 m 55.02 488.81 l S +53.72 488.81 m 56.32 488.81 l S +53.72 474.50 m 56.32 474.50 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 478.92 Tm (=20%) Tj +ET +0.000 0.000 1.000 RG +80.08 440.33 m 80.08 444.25 l S +100.73 454.19 m 100.73 457.95 l S +121.86 452.38 m 121.86 456.18 l S +126.40 453.94 m 126.40 457.70 l S +131.27 447.67 m 131.27 451.85 l S +131.43 447.07 m 131.43 451.35 l S +132.65 440.46 m 132.65 444.72 l S +133.66 443.68 m 133.66 447.97 l S +134.53 442.10 m 134.53 446.65 l S +136.44 442.00 m 136.44 446.17 l S +139.40 441.05 m 139.40 445.33 l S +140.13 441.06 m 140.13 445.33 l S +141.29 440.37 m 141.29 444.81 l S +141.99 444.00 m 141.99 448.23 l S +142.73 441.08 m 142.73 445.31 l S +144.11 439.87 m 144.11 444.11 l S +149.31 433.53 m 149.31 437.83 l S +152.77 431.28 m 152.77 435.41 l S +153.47 430.14 m 153.47 434.51 l S +156.26 431.24 m 156.26 435.45 l S +157.27 430.07 m 157.27 434.58 l S +157.99 428.88 m 157.99 433.00 l S +158.67 427.69 m 158.67 432.07 l S +159.53 423.39 m 159.53 427.63 l S +160.61 425.63 m 160.61 429.81 l S +161.10 423.28 m 161.10 427.75 l S +163.18 421.44 m 163.18 425.78 l S +164.41 420.61 m 164.41 425.06 l S +165.11 419.88 m 165.11 424.25 l S +165.97 421.87 m 165.97 426.12 l S +167.14 420.24 m 167.14 424.67 l S +168.59 419.09 m 168.59 423.46 l S +168.90 420.55 m 168.90 425.12 l S +169.57 417.38 m 169.57 421.96 l S +170.46 419.07 m 170.46 423.48 l S +170.79 417.42 m 170.79 421.93 l S +171.68 419.80 m 171.68 424.32 l S +172.69 422.73 m 172.69 427.54 l S +173.43 420.75 m 173.43 424.93 l S +175.30 421.59 m 175.30 424.83 l S +176.03 424.59 m 176.03 428.67 l S +176.55 421.47 m 176.55 425.75 l S +177.42 421.02 m 177.42 425.44 l S +179.33 421.69 m 179.33 426.30 l S +180.02 422.82 m 180.02 427.45 l S +182.10 423.71 m 182.10 428.05 l S +183.12 422.18 m 183.12 426.57 l S +184.00 428.85 m 184.00 433.03 l S +184.68 427.09 m 184.68 431.24 l S +185.54 423.41 m 185.54 427.61 l S +187.27 424.90 m 187.27 429.10 l S +188.35 425.23 m 188.35 429.49 l S +189.20 425.67 m 189.20 429.78 l S +190.09 425.60 m 190.09 429.84 l S +190.78 424.10 m 190.78 428.41 l S +191.44 425.32 m 191.44 429.40 l S +192.33 425.63 m 192.33 429.82 l S +193.36 426.38 m 193.36 430.52 l S +194.06 426.81 m 194.06 430.81 l S +195.77 429.50 m 195.77 433.77 l S +196.81 430.03 m 196.81 433.93 l S +197.70 431.26 m 197.70 435.43 l S +198.57 429.61 m 198.57 433.66 l S +199.42 438.14 m 199.42 442.16 l S +200.11 440.80 m 200.11 444.99 l S +200.97 441.71 m 200.97 445.86 l S +202.57 443.79 m 202.57 447.86 l S +203.57 443.45 m 203.57 447.63 l S +204.44 444.65 m 204.44 448.72 l S +205.18 446.72 m 205.18 451.15 l S +206.17 449.55 m 206.17 453.76 l S +207.05 449.62 m 207.05 453.68 l S +207.96 451.12 m 207.96 455.37 l S +209.00 452.79 m 209.00 456.80 l S +209.87 451.50 m 209.87 455.50 l S +210.39 454.30 m 210.39 458.34 l S +211.42 454.74 m 211.42 458.90 l S +212.47 453.78 m 212.47 457.85 l S +212.98 454.27 m 212.98 458.38 l S +213.98 455.56 m 213.98 459.58 l S +214.85 453.83 m 214.85 457.80 l S +216.11 459.58 m 216.11 463.75 l S +216.76 458.96 m 216.76 462.95 l S +217.82 462.28 m 217.82 466.13 l S +218.18 458.74 m 218.18 462.70 l S +220.59 462.89 m 220.59 465.63 l S +220.78 459.99 m 220.78 463.81 l S +223.03 464.11 m 223.03 468.34 l S +223.56 464.42 m 223.56 468.46 l S +224.40 464.87 m 224.40 468.91 l S +225.28 463.35 m 225.28 467.32 l S +226.14 461.74 m 226.14 465.76 l S +226.99 462.44 m 226.99 466.42 l S +229.07 467.70 m 229.07 471.66 l S +229.94 463.56 m 229.94 467.55 l S +231.18 465.95 m 231.18 470.00 l S +232.71 461.30 m 232.71 465.29 l S +233.43 461.57 m 233.43 465.48 l S +233.79 462.23 m 233.79 466.17 l S +236.23 464.41 m 236.23 468.48 l S +236.56 464.63 m 236.56 468.70 l S +239.13 458.91 m 239.13 463.00 l S +240.36 457.33 m 240.36 461.71 l S +241.91 455.53 m 241.91 460.10 l S +242.96 454.28 m 242.96 458.37 l S +243.81 453.00 m 243.81 457.10 l S +244.69 450.94 m 244.69 455.55 l S +245.24 448.53 m 245.24 452.62 l S +245.90 447.14 m 245.90 451.28 l S +246.42 448.62 m 246.42 452.53 l S +248.18 444.87 m 248.18 449.08 l S +249.02 446.33 m 249.02 450.43 l S +249.42 443.18 m 249.42 447.32 l S +250.93 444.61 m 250.93 448.76 l S +251.46 444.32 m 251.46 448.48 l S +252.67 448.80 m 252.67 452.90 l S +254.05 448.01 m 254.05 452.06 l S +254.61 448.05 m 254.61 452.02 l S +255.82 448.07 m 255.82 452.01 l S +256.68 446.93 m 256.68 450.94 l S +257.22 447.16 m 257.22 451.26 l S +258.39 446.11 m 258.39 450.09 l S +259.08 445.81 m 259.08 449.82 l S +260.64 444.69 m 260.64 448.68 l S +260.99 445.83 m 260.99 449.81 l S +261.86 446.12 m 261.86 450.09 l S +263.78 446.08 m 263.78 450.12 l S +265.85 449.97 m 265.85 453.87 l S +266.39 449.89 m 266.39 453.95 l S +267.07 450.92 m 267.07 455.04 l S +268.45 446.10 m 268.45 450.66 l S +269.00 449.90 m 269.00 453.94 l S +269.87 442.64 m 269.87 446.69 l S +270.22 441.96 m 270.22 446.20 l S +271.57 450.48 m 271.57 454.42 l S +272.48 449.93 m 272.48 453.91 l S +273.48 449.07 m 273.48 453.17 l S +274.39 445.80 m 274.39 449.83 l S +275.90 446.80 m 275.90 451.07 l S +276.94 449.05 m 276.94 453.19 l S +277.68 451.34 m 277.68 455.66 l S +278.56 448.66 m 278.56 453.04 l S +280.28 447.35 m 280.28 451.63 l S +285.49 452.53 m 285.49 456.54 l S +288.42 451.79 m 288.42 456.25 l S +289.29 456.04 m 289.29 460.08 l S +290.15 456.12 m 290.15 460.00 l S +299.37 457.63 m 299.37 461.90 l S +301.60 456.58 m 301.60 460.52 l S +302.80 458.46 m 302.80 462.97 l S +303.32 456.62 m 303.32 460.48 l S +306.65 451.18 m 306.65 455.31 l S +309.42 454.51 m 309.42 458.64 l S +311.49 454.50 m 311.49 458.65 l S +312.72 455.55 m 312.72 459.59 l S +313.76 450.12 m 313.76 454.25 l S +314.45 454.73 m 314.45 458.91 l S +314.63 456.24 m 314.63 460.38 l S +318.56 452.21 m 318.56 456.35 l S +319.11 450.75 m 319.11 454.69 l S +320.14 451.71 m 320.14 455.81 l S +320.85 454.28 m 320.85 458.37 l S +321.86 455.10 m 321.86 459.04 l S +322.38 452.68 m 322.38 456.91 l S +323.42 456.06 m 323.42 460.06 l S +326.21 459.27 m 326.21 464.06 l S +327.58 460.34 m 327.58 464.38 l S +329.66 459.47 m 329.66 463.39 l S +331.24 461.92 m 331.24 466.94 l S +332.11 460.64 m 332.11 464.55 l S +333.17 454.54 m 333.17 458.61 l S +333.87 458.43 m 333.87 462.54 l S +334.71 455.46 m 334.71 459.68 l S +336.63 455.58 m 336.63 459.55 l S +337.32 451.27 m 337.32 455.22 l S +338.20 453.73 m 338.20 457.91 l S +339.03 454.04 m 339.03 458.61 l S +340.77 449.59 m 340.77 455.31 l S +343.37 456.15 m 343.37 464.82 l S +344.23 450.99 m 344.23 454.97 l S +345.28 454.19 m 345.28 458.46 l S +345.65 452.31 m 345.65 456.25 l S +346.52 457.55 m 346.52 461.49 l S +349.12 456.34 m 349.12 460.27 l S +350.17 454.97 m 350.17 459.17 l S +351.33 451.64 m 351.33 456.39 l S +353.06 453.21 m 353.06 457.92 l S +357.05 456.79 m 357.05 460.81 l S +361.25 455.33 m 361.25 459.30 l S +362.25 453.55 m 362.25 457.58 l S +363.12 453.59 m 363.12 457.53 l S +364.00 457.82 m 364.00 461.71 l S +365.20 451.30 m 365.20 455.19 l S +366.07 453.76 m 366.07 457.87 l S +367.29 454.87 m 367.29 458.78 l S +367.99 455.86 m 367.99 459.77 l S +370.59 457.15 m 370.59 460.93 l S +371.97 455.92 m 371.97 459.72 l S +376.14 451.51 m 376.14 455.49 l S +378.38 454.53 m 378.38 458.61 l S +380.67 456.80 m 380.67 460.80 l S +381.71 455.06 m 381.71 459.08 l S +383.06 455.38 m 383.06 459.75 l S +383.93 455.69 m 383.93 459.94 l S +385.66 456.31 m 385.66 460.31 l S +387.39 456.82 m 387.39 460.78 l S +388.26 458.50 m 388.26 462.47 l S +389.12 454.79 m 389.12 458.85 l S +390.86 459.21 m 390.86 463.18 l S +391.73 456.69 m 391.73 460.91 l S +392.59 454.55 m 392.59 458.60 l S +393.46 457.29 m 393.46 461.27 l S +394.32 455.20 m 394.32 459.44 l S +395.71 457.75 m 395.71 462.25 l S +396.41 458.02 m 396.41 461.98 l S +397.32 458.68 m 397.32 462.76 l S +397.79 458.22 m 397.79 462.26 l S +398.66 456.02 m 398.66 460.10 l S +399.54 459.23 m 399.54 463.17 l S +401.48 461.00 m 401.48 465.11 l S +402.52 456.83 m 402.52 460.77 l S +402.99 461.91 m 402.99 466.05 l S +403.18 460.41 m 403.18 464.32 l S +405.97 460.77 m 405.97 464.89 l S +406.64 462.97 m 406.64 467.25 l S +407.35 466.10 m 407.35 470.28 l S +410.98 469.43 m 410.98 473.29 l S +412.20 470.75 m 412.20 474.42 l S +412.58 470.20 m 412.58 474.17 l S +413.79 473.41 m 413.79 477.38 l S +414.45 475.42 m 414.45 479.63 l S +416.37 468.68 m 416.37 472.79 l S +417.75 474.71 m 417.75 478.81 l S +418.65 468.54 m 418.65 472.51 l S +418.82 469.07 m 418.82 474.06 l S +418.95 469.58 m 418.95 473.55 l S +422.11 469.15 m 422.11 473.16 l S +423.31 467.94 m 423.31 472.28 l S +425.37 469.48 m 425.37 473.65 l S +425.73 463.23 m 425.73 467.44 l S +429.18 466.49 m 429.18 470.75 l S +431.11 461.94 m 431.11 466.01 l S +431.60 465.34 m 431.60 469.30 l S +432.67 465.28 m 432.67 470.23 l S +433.89 460.78 m 433.89 464.88 l S +434.75 458.66 m 434.75 462.78 l S +435.47 459.03 m 435.47 463.36 l S +436.49 456.59 m 436.49 461.00 l S +437.67 456.32 m 437.67 460.30 l S +438.37 457.48 m 438.37 461.57 l S +439.09 455.29 m 439.09 459.35 l S +439.42 456.93 m 439.42 460.67 l S +440.62 455.75 m 440.62 459.88 l S +442.70 454.14 m 442.70 458.51 l S +443.57 452.08 m 443.57 456.48 l S +444.27 451.66 m 444.27 455.86 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 448.60 m 52.42 448.60 l S +52.42 448.60 m 47.74 448.60 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 1.27 450.41 Tm (Swift UVM2) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 441.05 Tm (2246 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 441.49 m 55.02 455.71 l S +53.72 455.71 m 56.32 455.71 l S +53.72 441.49 m 56.32 441.49 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 445.86 Tm (=20%) Tj +ET +1.000 0.000 0.000 RG +80.06 406.79 m 80.06 411.16 l S +100.70 423.94 m 100.70 428.07 l S +103.83 420.57 m 103.83 424.85 l S +111.25 421.62 m 111.25 425.80 l S +121.84 420.90 m 121.84 425.19 l S +126.37 419.22 m 126.37 423.48 l S +131.26 414.82 m 131.26 419.53 l S +131.42 416.55 m 131.42 421.32 l S +132.64 410.82 m 132.64 415.50 l S +133.65 410.38 m 133.65 415.21 l S +134.52 412.49 m 134.52 417.53 l S +136.43 408.57 m 136.43 413.23 l S +139.38 411.11 m 139.38 415.96 l S +140.12 411.91 m 140.12 416.64 l S +141.28 410.72 m 141.28 415.60 l S +141.98 405.81 m 141.98 410.57 l S +142.72 408.09 m 142.72 412.96 l S +144.10 408.87 m 144.10 413.70 l S +145.66 408.11 m 145.66 412.94 l S +149.29 404.99 m 149.29 409.82 l S +152.75 398.09 m 152.75 402.74 l S +153.45 393.11 m 153.45 398.06 l S +156.25 398.05 m 156.25 402.78 l S +157.26 393.46 m 157.26 398.60 l S +157.98 395.49 m 157.98 400.12 l S +158.66 395.33 m 158.66 400.28 l S +159.52 389.53 m 159.52 394.31 l S +160.59 392.33 m 160.59 397.03 l S +161.08 389.89 m 161.08 394.88 l S +163.17 389.05 m 163.17 393.85 l S +164.39 384.58 m 164.39 389.64 l S +165.09 386.61 m 165.09 391.51 l S +165.96 389.06 m 165.96 393.83 l S +167.13 384.13 m 167.13 389.10 l S +168.57 386.65 m 168.57 391.48 l S +168.88 384.61 m 168.88 389.61 l S +170.44 385.13 m 170.44 390.08 l S +170.78 386.59 m 170.78 391.54 l S +171.67 390.39 m 171.67 395.31 l S +172.68 387.39 m 172.68 392.65 l S +173.42 388.65 m 173.42 393.30 l S +175.28 388.96 m 175.28 392.48 l S +176.02 387.23 m 176.02 391.86 l S +176.54 387.97 m 176.54 393.03 l S +177.41 389.00 m 177.41 393.90 l S +179.32 387.60 m 179.32 392.44 l S +180.01 388.14 m 180.01 392.86 l S +182.08 390.43 m 182.08 395.26 l S +183.11 391.31 m 183.11 396.23 l S +183.98 394.60 m 183.98 399.26 l S +184.66 394.15 m 184.66 398.82 l S +185.52 391.43 m 185.52 396.11 l S +186.57 390.57 m 186.57 395.13 l S +187.26 392.33 m 187.26 397.03 l S +188.34 392.30 m 188.34 397.07 l S +189.18 390.54 m 189.18 395.15 l S +190.08 393.69 m 190.08 398.37 l S +190.77 392.80 m 190.77 397.47 l S +191.42 391.95 m 191.42 396.51 l S +192.31 390.94 m 192.31 395.67 l S +193.34 391.90 m 193.34 396.56 l S +194.04 393.35 m 194.04 397.83 l S +194.75 395.44 m 194.75 400.17 l S +195.75 398.47 m 195.75 403.21 l S +196.79 398.17 m 196.79 402.66 l S +197.68 402.25 m 197.68 406.93 l S +199.40 404.75 m 199.40 409.26 l S +200.09 406.62 m 200.09 411.33 l S +200.96 409.31 m 200.96 414.01 l S +202.56 409.23 m 202.56 414.09 l S +203.56 408.84 m 203.56 413.73 l S +204.43 414.91 m 204.43 419.44 l S +205.16 414.02 m 205.16 418.90 l S +206.16 413.38 m 206.16 418.09 l S +207.03 414.19 m 207.03 418.73 l S +207.95 419.63 m 207.95 424.44 l S +208.98 418.39 m 208.98 422.95 l S +209.85 417.01 m 209.85 421.56 l S +210.38 420.06 m 210.38 424.69 l S +211.41 420.72 m 211.41 425.36 l S +212.46 422.42 m 212.46 426.98 l S +212.96 419.30 m 212.96 424.08 l S +213.96 421.08 m 213.96 425.67 l S +214.83 418.75 m 214.83 423.27 l S +216.09 423.95 m 216.09 428.71 l S +216.74 425.35 m 216.74 429.89 l S +217.80 428.52 m 217.80 432.96 l S +218.17 424.98 m 218.17 429.61 l S +220.58 430.26 m 220.58 433.31 l S +220.77 430.01 m 220.77 434.54 l S +223.02 429.00 m 223.02 433.72 l S +223.55 431.45 m 223.55 436.10 l S +224.39 432.05 m 224.39 436.70 l S +225.26 430.62 m 225.26 435.14 l S +226.13 430.85 m 226.13 435.51 l S +226.97 431.49 m 226.97 436.06 l S +228.01 429.63 m 228.01 434.31 l S +229.05 432.68 m 229.05 437.24 l S +229.92 433.26 m 229.92 437.84 l S +231.17 430.46 m 231.17 435.30 l S +232.70 432.42 m 232.70 436.91 l S +233.42 430.62 m 233.42 435.13 l S +236.22 430.62 m 236.22 435.13 l S +236.54 428.74 m 236.54 433.37 l S +239.12 429.93 m 239.12 434.61 l S +240.34 425.60 m 240.34 430.27 l S +241.90 424.58 m 241.90 429.38 l S +242.94 423.69 m 242.94 428.32 l S +243.80 420.05 m 243.80 424.70 l S +244.68 417.20 m 244.68 422.07 l S +245.22 419.45 m 245.22 423.94 l S +245.89 416.99 m 245.89 421.58 l S +246.40 414.62 m 246.40 419.01 l S +248.17 416.23 m 248.17 420.94 l S +249.01 415.19 m 249.01 419.87 l S +249.40 410.81 m 249.40 415.51 l S +250.91 411.54 m 250.91 416.27 l S +251.44 414.16 m 251.44 418.76 l S +252.66 409.27 m 252.66 414.05 l S +254.03 413.79 m 254.03 418.41 l S +254.60 417.37 m 254.60 421.90 l S +255.80 415.95 m 255.80 420.51 l S +256.66 413.45 m 256.66 418.01 l S +257.20 415.26 m 257.20 419.79 l S +258.37 413.11 m 258.37 417.64 l S +259.06 413.84 m 259.06 418.35 l S +260.63 414.92 m 260.63 419.43 l S +261.84 413.11 m 261.84 417.64 l S +263.76 413.84 m 263.76 418.36 l S +265.83 417.41 m 265.83 421.85 l S +266.37 415.63 m 266.37 420.14 l S +267.05 413.87 m 267.05 418.33 l S +268.44 412.95 m 268.44 417.80 l S +268.98 414.13 m 268.98 418.79 l S +269.85 413.81 m 269.85 418.39 l S +270.20 412.37 m 270.20 416.91 l S +271.55 414.21 m 271.55 418.70 l S +272.47 416.69 m 272.47 421.18 l S +273.46 417.67 m 273.46 422.30 l S +274.37 413.34 m 274.37 418.12 l S +275.89 418.93 m 275.89 423.78 l S +276.93 413.72 m 276.93 418.48 l S +277.67 417.18 m 277.67 422.09 l S +278.55 415.10 m 278.55 419.95 l S +280.27 411.53 m 280.27 416.28 l S +283.03 412.69 m 283.03 417.32 l S +285.47 421.09 m 285.47 425.66 l S +288.41 418.33 m 288.41 423.01 l S +289.27 419.05 m 289.27 423.66 l S +290.14 422.11 m 290.14 426.64 l S +299.36 426.76 m 299.36 431.63 l S +299.89 423.97 m 299.89 428.69 l S +301.59 426.94 m 301.59 431.45 l S +302.78 423.08 m 302.78 427.63 l S +303.30 424.14 m 303.30 428.52 l S +305.22 423.43 m 305.22 427.93 l S +306.26 423.75 m 306.26 428.26 l S +306.64 421.36 m 306.64 426.06 l S +309.41 422.36 m 309.41 427.04 l S +312.70 423.39 m 312.70 427.97 l S +313.74 422.07 m 313.74 426.68 l S +314.44 421.27 m 314.44 426.14 l S +314.62 420.29 m 314.62 425.13 l S +316.00 418.71 m 316.00 423.31 l S +318.55 423.71 m 318.55 428.30 l S +319.09 419.79 m 319.09 424.28 l S +320.13 418.66 m 320.13 423.36 l S +320.83 422.68 m 320.83 427.38 l S +321.85 423.32 m 321.85 428.05 l S +322.36 422.68 m 322.36 427.38 l S +323.40 424.02 m 323.40 428.64 l S +324.65 424.96 m 324.65 430.27 l S +326.20 427.47 m 326.20 432.17 l S +327.57 428.42 m 327.57 433.07 l S +329.65 428.20 m 329.65 432.67 l S +331.23 427.19 m 331.23 431.82 l S +332.10 423.43 m 332.10 427.93 l S +333.15 421.00 m 333.15 425.75 l S +333.85 425.60 m 333.85 430.27 l S +334.69 425.60 m 334.69 430.27 l S +336.62 423.09 m 336.62 427.62 l S +337.30 419.44 m 337.30 423.95 l S +338.19 419.63 m 338.19 424.43 l S +339.01 423.39 m 339.01 427.97 l S +340.75 417.64 m 340.75 422.33 l S +341.80 419.02 m 341.80 423.68 l S +344.21 418.73 m 344.21 423.29 l S +345.26 419.01 m 345.26 423.69 l S +345.63 420.25 m 345.63 425.17 l S +346.50 425.06 m 346.50 429.53 l S +349.10 422.45 m 349.10 426.94 l S +351.32 421.26 m 351.32 426.16 l S +353.05 417.17 m 353.05 422.10 l S +354.43 418.05 m 354.43 422.60 l S +357.03 422.08 m 357.03 426.67 l S +357.90 419.81 m 357.90 424.25 l S +358.64 417.59 m 358.64 422.38 l S +359.64 415.89 m 359.64 420.57 l S +360.50 422.10 m 360.50 426.65 l S +361.24 421.33 m 361.24 426.09 l S +362.23 420.75 m 362.23 425.33 l S +363.10 423.16 m 363.10 427.55 l S +363.98 422.82 m 363.98 427.24 l S +365.18 418.47 m 365.18 422.86 l S +366.06 417.98 m 366.06 422.67 l S +367.27 424.10 m 367.27 428.56 l S +367.97 422.45 m 367.97 426.94 l S +370.57 423.20 m 370.57 427.52 l S +371.95 425.46 m 371.95 429.78 l S +372.64 421.29 m 372.64 426.12 l S +376.12 419.77 m 376.12 424.30 l S +378.36 420.02 m 378.36 424.73 l S +380.66 422.46 m 380.66 426.94 l S +381.69 421.80 m 381.69 426.29 l S +383.04 421.76 m 383.04 426.32 l S +383.91 422.79 m 383.91 427.27 l S +385.35 426.47 m 385.35 433.78 l S +385.64 421.75 m 385.64 426.33 l S +386.52 422.98 m 386.52 427.73 l S +388.24 424.37 m 388.24 428.93 l S +389.11 424.98 m 389.11 429.61 l S +389.97 425.66 m 389.97 430.21 l S +390.84 425.01 m 390.84 429.57 l S +391.71 422.04 m 391.71 426.71 l S +392.58 421.09 m 392.58 425.66 l S +393.45 423.72 m 393.45 428.28 l S +394.31 422.25 m 394.31 427.15 l S +397.30 421.03 m 397.30 425.72 l S +398.65 424.66 m 398.65 429.30 l S +399.53 426.20 m 399.53 430.93 l S +400.38 422.69 m 400.38 427.37 l S +401.47 427.28 m 401.47 431.73 l S +402.50 423.76 m 402.50 428.25 l S +402.98 429.87 m 402.98 434.67 l S +403.16 427.30 m 403.16 431.71 l S +404.02 422.40 m 404.02 427.00 l S +405.95 428.12 m 405.95 432.75 l S +406.63 433.49 m 406.63 438.19 l S +407.34 428.75 m 407.34 433.36 l S +410.96 435.11 m 410.96 439.46 l S +412.17 438.34 m 412.17 442.45 l S +412.57 438.66 m 412.57 443.24 l S +413.78 435.82 m 413.78 440.48 l S +414.44 438.43 m 414.44 442.90 l S +416.36 435.26 m 416.36 439.89 l S +417.74 442.20 m 417.74 446.73 l S +418.81 434.70 m 418.81 439.31 l S +418.94 436.14 m 418.94 440.72 l S +422.10 436.18 m 422.10 440.68 l S +423.30 434.71 m 423.30 439.29 l S +424.88 437.08 m 424.88 442.03 l S +425.36 436.65 m 425.36 441.33 l S +425.72 428.48 m 425.72 433.01 l S +429.16 434.66 m 429.16 439.34 l S +431.10 433.27 m 431.10 437.83 l S +431.59 431.22 m 431.59 435.73 l S +432.63 431.50 m 432.63 435.46 l S +433.88 430.55 m 433.88 435.21 l S +434.74 428.12 m 434.74 432.75 l S +435.45 427.55 m 435.45 432.09 l S +436.47 423.02 m 436.47 427.69 l S +437.66 425.35 m 437.66 429.89 l S +438.35 424.01 m 438.35 428.65 l S +439.07 425.30 m 439.07 429.94 l S +439.39 424.93 m 439.39 429.03 l S +440.61 423.36 m 440.61 428.00 l S +441.31 423.99 m 441.31 428.67 l S +442.68 420.98 m 442.68 425.77 l S +443.55 421.74 m 443.55 426.34 l S +444.26 421.06 m 444.26 425.69 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 415.54 m 52.42 415.54 l S +52.42 415.54 m 47.74 415.54 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 0.38 417.35 Tm (Swift UVW1) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 407.99 Tm (2600 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 407.00 m 55.02 424.08 l S +53.72 424.08 m 56.32 424.08 l S +53.72 407.00 m 56.32 407.00 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 412.80 Tm (=20%) Tj +ET +0.000 0.000 1.000 RG +80.06 375.84 m 80.06 381.54 l S +100.70 387.86 m 100.70 393.30 l S +103.83 388.23 m 103.83 393.90 l S +111.26 391.20 m 111.26 396.69 l S +121.85 387.26 m 121.85 392.92 l S +126.37 387.79 m 126.37 393.37 l S +129.85 387.11 m 129.85 394.05 l S +131.26 385.50 m 131.26 391.72 l S +131.42 387.43 m 131.42 393.73 l S +132.64 384.04 m 132.64 390.16 l S +133.65 378.20 m 133.65 384.59 l S +134.52 379.11 m 134.52 385.80 l S +136.43 381.49 m 136.43 387.59 l S +139.39 382.89 m 139.39 389.28 l S +140.12 373.92 m 140.12 380.17 l S +141.28 379.23 m 141.28 385.67 l S +141.98 379.87 m 141.98 386.08 l S +142.72 376.57 m 142.72 382.98 l S +144.10 376.60 m 144.10 382.95 l S +145.66 374.42 m 145.66 380.77 l S +149.30 371.65 m 149.30 377.94 l S +152.75 365.35 m 152.75 371.39 l S +153.46 362.73 m 153.46 369.14 l S +156.25 365.30 m 156.25 371.44 l S +157.26 359.48 m 157.26 366.15 l S +157.98 365.98 m 157.98 371.97 l S +158.66 362.11 m 158.66 368.54 l S +159.52 358.48 m 159.52 364.61 l S +160.59 361.68 m 160.59 367.72 l S +161.08 360.85 m 161.08 367.31 l S +163.17 356.52 m 163.17 362.68 l S +164.40 353.04 m 164.40 359.53 l S +165.10 350.39 m 165.10 356.72 l S +165.96 350.47 m 165.96 356.64 l S +167.13 355.77 m 167.13 362.11 l S +168.57 350.45 m 168.57 356.66 l S +168.89 353.76 m 168.89 360.15 l S +169.56 353.70 m 169.56 360.21 l S +170.45 350.37 m 170.45 356.74 l S +170.78 357.10 m 170.78 363.41 l S +171.67 357.70 m 171.67 364.09 l S +172.69 350.82 m 172.69 357.67 l S +173.42 356.61 m 173.42 362.59 l S +175.29 354.69 m 175.29 359.23 l S +176.02 353.99 m 176.02 359.93 l S +176.54 355.69 m 176.54 362.20 l S +177.41 355.80 m 177.41 362.08 l S +179.32 353.18 m 179.32 359.39 l S +180.01 355.90 m 180.01 361.98 l S +182.09 354.49 m 182.09 360.75 l S +183.11 352.41 m 183.11 358.80 l S +183.99 356.55 m 183.99 362.65 l S +184.66 355.90 m 184.66 361.98 l S +185.52 359.81 m 185.52 365.83 l S +186.57 357.30 m 186.57 363.20 l S +187.26 357.87 m 187.26 363.92 l S +188.34 357.17 m 188.34 363.33 l S +189.18 357.92 m 189.18 363.86 l S +190.08 357.21 m 190.08 363.29 l S +190.77 357.22 m 190.77 363.28 l S +191.42 355.97 m 191.42 361.91 l S +192.32 355.89 m 192.32 361.99 l S +193.35 355.25 m 193.35 361.33 l S +194.04 360.56 m 194.04 366.34 l S +194.75 357.16 m 194.75 363.34 l S +195.76 364.66 m 195.76 370.88 l S +196.80 364.87 m 196.80 370.67 l S +197.68 359.10 m 197.68 365.25 l S +199.40 367.21 m 199.40 373.13 l S +200.09 368.25 m 200.09 374.43 l S +200.96 370.00 m 200.96 376.18 l S +202.56 368.13 m 202.56 374.56 l S +203.56 373.82 m 203.56 380.27 l S +204.43 375.71 m 204.43 381.67 l S +205.17 383.35 m 205.17 389.84 l S +206.16 378.28 m 206.16 384.51 l S +207.03 379.46 m 207.03 385.44 l S +207.95 382.88 m 207.95 389.29 l S +208.98 383.58 m 208.98 389.61 l S +209.86 385.12 m 209.86 391.09 l S +210.38 386.04 m 210.38 392.16 l S +211.41 385.01 m 211.41 391.20 l S +212.46 383.04 m 212.46 389.12 l S +212.96 389.34 m 212.96 395.69 l S +213.97 388.98 m 213.97 395.10 l S +214.84 386.60 m 214.84 392.58 l S +216.10 387.37 m 216.10 393.79 l S +216.74 390.92 m 216.74 396.97 l S +217.80 395.18 m 217.80 401.08 l S +218.17 394.12 m 218.17 400.32 l S +220.58 395.89 m 220.58 399.95 l S +220.77 400.45 m 220.77 406.48 l S +223.02 398.54 m 223.02 404.90 l S +223.55 397.71 m 223.55 403.95 l S +224.39 400.78 m 224.39 407.02 l S +225.26 400.44 m 225.26 406.49 l S +226.13 399.89 m 226.13 406.17 l S +226.98 397.31 m 226.98 403.47 l S +229.05 400.82 m 229.05 406.98 l S +229.92 398.64 m 229.92 404.80 l S +231.18 400.63 m 231.18 407.17 l S +232.70 400.89 m 232.70 406.91 l S +233.42 400.88 m 233.42 406.92 l S +233.78 400.29 m 233.78 406.64 l S +236.22 400.44 m 236.22 406.49 l S +236.55 398.61 m 236.55 404.83 l S +239.12 399.46 m 239.12 405.73 l S +240.35 394.55 m 240.35 400.80 l S +241.90 398.51 m 241.90 404.93 l S +242.94 395.05 m 242.94 401.21 l S +243.80 393.21 m 243.80 399.38 l S +244.68 393.09 m 244.68 399.50 l S +245.22 389.54 m 245.22 395.48 l S +245.89 390.93 m 245.89 396.96 l S +246.40 388.18 m 246.40 393.94 l S +248.17 383.47 m 248.17 389.72 l S +249.01 384.03 m 249.01 390.17 l S +249.40 384.53 m 249.40 390.67 l S +250.91 384.00 m 250.91 390.20 l S +251.45 385.08 m 251.45 391.13 l S +254.04 387.04 m 254.04 393.14 l S +254.60 389.53 m 254.60 395.49 l S +255.81 387.58 m 255.81 393.58 l S +256.67 386.10 m 256.67 392.10 l S +257.20 387.11 m 257.20 393.07 l S +258.37 386.14 m 258.37 392.06 l S +259.07 383.62 m 259.07 389.57 l S +260.63 381.05 m 260.63 386.99 l S +260.97 375.71 m 260.97 381.67 l S +261.84 380.54 m 261.84 386.48 l S +263.77 379.98 m 263.77 385.96 l S +265.83 385.69 m 265.83 391.53 l S +266.37 381.03 m 266.37 387.01 l S +267.05 386.17 m 267.05 392.03 l S +268.44 385.91 m 268.44 392.29 l S +268.98 380.44 m 268.98 386.58 l S +269.85 383.08 m 269.85 389.08 l S +270.21 378.40 m 270.21 384.39 l S +271.56 386.65 m 271.56 392.53 l S +272.47 383.10 m 272.47 389.06 l S +273.46 383.53 m 273.46 389.66 l S +274.37 382.92 m 274.37 389.24 l S +275.89 385.38 m 275.89 391.83 l S +276.93 384.46 m 276.93 390.74 l S +277.67 380.74 m 277.67 387.30 l S +278.55 381.84 m 278.55 388.27 l S +280.27 382.96 m 280.27 389.20 l S +283.03 389.48 m 283.03 395.55 l S +285.47 386.57 m 285.47 392.62 l S +288.41 384.00 m 288.41 390.20 l S +289.28 390.91 m 289.28 396.98 l S +290.14 390.48 m 290.14 396.46 l S +299.36 393.94 m 299.36 400.50 l S +299.89 395.43 m 299.89 401.75 l S +301.59 395.12 m 301.59 401.14 l S +302.78 391.88 m 302.78 397.90 l S +303.31 394.79 m 303.31 400.56 l S +305.22 393.78 m 305.22 399.74 l S +306.26 390.47 m 306.26 396.47 l S +306.64 387.44 m 306.64 393.72 l S +309.41 390.84 m 309.41 397.05 l S +311.48 389.82 m 311.48 396.17 l S +312.53 388.07 m 312.53 394.05 l S +312.70 389.96 m 312.70 396.04 l S +313.74 391.37 m 313.74 397.47 l S +314.44 387.32 m 314.44 393.85 l S +314.62 390.27 m 314.62 396.67 l S +318.55 390.89 m 318.55 397.00 l S +319.10 386.13 m 319.10 392.07 l S +320.13 388.92 m 320.13 395.16 l S +320.84 388.92 m 320.84 395.16 l S +321.85 390.30 m 321.85 396.64 l S +322.37 387.94 m 322.37 394.19 l S +323.40 391.35 m 323.40 397.49 l S +326.20 388.87 m 326.20 395.21 l S +327.57 394.57 m 327.57 400.78 l S +329.65 393.31 m 329.65 399.27 l S +331.23 387.48 m 331.23 393.68 l S +332.10 391.90 m 332.10 397.88 l S +333.15 393.13 m 333.15 399.46 l S +333.85 390.84 m 333.85 397.05 l S +334.70 395.01 m 334.70 401.25 l S +336.62 391.88 m 336.62 397.90 l S +337.30 385.12 m 337.30 391.09 l S +338.19 388.84 m 338.19 395.24 l S +339.02 390.42 m 339.02 396.52 l S +340.76 385.99 m 340.76 392.21 l S +341.80 390.37 m 341.80 396.57 l S +343.36 381.91 m 343.36 388.20 l S +344.22 383.06 m 344.22 389.10 l S +345.26 388.93 m 345.26 395.15 l S +346.51 388.07 m 346.51 394.05 l S +349.10 388.07 m 349.10 394.05 l S +350.16 393.15 m 350.16 399.44 l S +351.32 388.28 m 351.32 394.83 l S +353.05 388.27 m 353.05 394.84 l S +354.44 390.02 m 354.44 395.98 l S +357.04 388.03 m 357.04 394.10 l S +357.90 391.01 m 357.90 396.88 l S +360.50 391.87 m 360.50 397.91 l S +361.24 393.13 m 361.24 399.46 l S +362.24 388.52 m 362.24 394.60 l S +363.11 389.61 m 363.11 395.42 l S +363.98 393.83 m 363.98 399.69 l S +365.19 388.67 m 365.19 394.45 l S +366.06 390.35 m 366.06 396.59 l S +367.27 387.13 m 367.27 393.05 l S +367.97 387.59 m 367.97 393.57 l S +370.57 388.21 m 370.57 393.92 l S +371.96 389.18 m 371.96 394.90 l S +372.64 387.84 m 372.64 394.29 l S +374.56 386.57 m 374.56 392.62 l S +376.13 387.07 m 376.13 393.11 l S +378.36 388.91 m 378.36 395.17 l S +380.66 389.08 m 380.66 395.00 l S +381.69 390.99 m 381.69 396.90 l S +383.04 392.35 m 383.04 398.38 l S +383.91 389.54 m 383.91 395.48 l S +385.64 391.39 m 385.64 397.45 l S +387.38 392.35 m 387.38 398.38 l S +388.24 396.92 m 388.24 402.96 l S +389.11 388.39 m 389.11 394.72 l S +390.85 390.43 m 390.85 396.51 l S +391.71 395.03 m 391.71 401.23 l S +392.58 392.80 m 392.58 398.86 l S +393.45 391.86 m 393.45 397.92 l S +394.31 391.61 m 394.31 398.18 l S +396.40 391.78 m 396.40 398.00 l S +397.30 393.19 m 397.30 399.40 l S +397.78 391.81 m 397.78 397.97 l S +398.65 388.94 m 398.65 395.14 l S +399.53 391.73 m 399.53 398.06 l S +400.38 391.78 m 400.38 398.00 l S +401.47 392.85 m 401.47 398.81 l S +402.51 390.97 m 402.51 396.92 l S +402.98 396.70 m 402.98 403.19 l S +403.16 392.90 m 403.16 398.76 l S +405.96 396.38 m 405.96 402.60 l S +406.63 399.42 m 406.63 405.77 l S +407.34 401.25 m 407.34 407.42 l S +410.97 403.55 m 410.97 409.38 l S +412.18 403.32 m 412.18 408.76 l S +412.57 399.06 m 412.57 405.25 l S +413.78 408.24 m 413.78 414.57 l S +414.44 408.39 m 414.44 414.43 l S +416.36 406.27 m 416.36 412.48 l S +417.74 407.11 m 417.74 413.28 l S +418.64 402.92 m 418.64 409.16 l S +418.81 405.43 m 418.81 411.66 l S +418.94 405.47 m 418.94 411.62 l S +422.10 404.70 m 422.10 410.74 l S +423.30 407.51 m 423.30 413.69 l S +425.36 407.84 m 425.36 414.17 l S +425.72 404.28 m 425.72 410.32 l S +429.17 402.45 m 429.17 408.78 l S +431.10 401.68 m 431.10 407.84 l S +431.59 402.17 m 431.59 408.21 l S +432.64 403.46 m 432.64 408.63 l S +433.88 397.25 m 433.88 403.52 l S +434.74 398.62 m 434.74 404.82 l S +435.46 394.19 m 435.46 400.25 l S +436.48 395.03 m 436.48 401.23 l S +437.66 395.57 m 437.66 401.61 l S +438.36 398.63 m 438.36 404.81 l S +439.07 394.12 m 439.07 400.32 l S +439.40 395.92 m 439.40 401.27 l S +440.61 395.03 m 440.61 401.23 l S +442.69 386.40 m 442.69 392.79 l S +443.56 392.79 m 443.56 398.87 l S +444.26 392.30 m 444.26 398.43 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 382.48 m 52.42 382.48 l S +52.42 382.48 m 47.74 382.48 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.72 384.29 Tm (Swift U) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 374.93 Tm (3472 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 372.61 m 55.02 392.35 l S +53.72 392.35 m 56.32 392.35 l S +53.72 372.61 m 56.32 372.61 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 379.74 Tm (=20%) Tj +ET +1.000 0.000 0.000 RG +86.64 342.29 m 86.64 350.66 l S +88.82 353.31 m 88.82 353.78 l S +91.37 352.71 m 91.37 353.55 l S +93.81 353.69 m 93.81 354.24 l S +96.46 356.25 m 96.46 356.69 l S +97.12 348.40 m 97.12 366.68 l S +99.14 359.43 m 99.14 359.98 l S +101.35 360.00 m 101.35 363.02 l S +101.64 360.07 m 101.64 360.53 l S +104.23 359.20 m 104.23 360.14 l S +106.77 360.20 m 106.77 361.08 l S +109.05 355.55 m 109.05 356.16 l S +109.71 358.13 m 109.71 374.27 l S +111.84 358.05 m 111.84 359.81 l S +112.81 361.59 m 112.81 375.46 l S +115.20 362.48 m 115.20 374.84 l S +117.56 356.42 m 117.56 366.01 l S +120.45 370.29 m 120.45 379.59 l S +123.13 350.66 m 123.13 367.09 l S +125.84 352.07 m 125.84 366.08 l S +130.54 347.20 m 130.54 361.45 l S +132.71 355.38 m 132.71 355.84 l S +133.63 347.92 m 133.63 363.45 l S +135.38 353.63 m 135.38 355.39 l S +135.77 346.49 m 135.77 360.85 l S +140.68 351.33 m 140.68 352.17 l S +140.96 345.63 m 140.96 363.41 l S +143.28 350.21 m 143.28 350.61 l S +146.37 338.80 m 146.37 350.74 l S +148.30 344.99 m 148.30 345.64 l S +151.09 342.05 m 151.09 342.82 l S +151.70 313.97 m 151.70 340.81 l S +153.53 336.94 m 153.53 337.67 l S +156.26 338.40 m 156.26 338.93 l S +161.45 327.94 m 161.45 328.85 l S +164.11 326.25 m 164.11 327.20 l S +166.28 323.99 m 166.28 324.79 l S +171.39 320.19 m 171.39 320.80 l S +179.30 323.52 m 179.30 324.29 l S +181.69 320.46 m 181.69 321.20 l S +184.40 324.24 m 184.40 324.95 l S +185.16 319.21 m 185.16 332.85 l S +189.49 321.64 m 189.49 322.62 l S +192.07 322.56 m 192.07 323.53 l S +192.89 320.41 m 192.89 329.56 l S +198.26 313.61 m 198.26 336.46 l S +199.92 338.45 m 199.92 339.18 l S +200.65 335.45 m 200.65 347.83 l S +202.49 342.78 m 202.49 343.43 l S +205.39 346.88 m 205.39 347.66 l S +210.62 359.20 m 210.62 359.89 l S +211.24 334.94 m 211.24 363.08 l S +213.21 357.78 m 213.21 358.58 l S +213.48 341.95 m 213.48 361.45 l S +215.92 359.31 m 215.92 360.27 l S +218.37 366.63 m 218.37 367.24 l S +220.82 365.57 m 220.82 366.30 l S +220.87 359.26 m 220.87 362.79 l S +221.24 354.31 m 221.24 371.62 l S +226.60 365.00 m 226.60 376.08 l S +231.76 351.37 m 231.76 368.64 l S +234.39 360.89 m 234.39 372.79 l S +241.75 370.71 m 241.75 371.30 l S +244.34 367.50 m 244.34 368.09 l S +246.88 360.67 m 246.88 361.26 l S +249.51 355.34 m 249.51 356.09 l S +250.59 350.74 m 250.59 358.49 l S +251.97 353.87 m 251.97 354.71 l S +254.50 364.41 m 254.50 369.07 l S +260.54 356.95 m 260.54 369.97 l S +265.22 353.00 m 265.22 353.65 l S +268.41 342.92 m 268.41 360.48 l S +270.18 353.17 m 270.18 356.13 l S +270.81 356.70 m 270.81 368.18 l S +273.58 344.57 m 273.58 360.44 l S +275.57 356.25 m 275.57 356.80 l S +285.81 359.80 m 285.81 360.34 l S +288.43 360.60 m 288.43 361.18 l S +291.00 363.67 m 291.00 364.26 l S +293.56 363.26 m 293.56 363.97 l S +294.40 348.70 m 294.40 368.40 l S +299.22 365.51 m 299.22 366.01 l S +299.45 355.41 m 299.45 378.43 l S +301.50 365.17 m 301.50 365.86 l S +306.65 366.23 m 306.65 366.82 l S +309.17 365.63 m 309.17 366.22 l S +311.53 363.37 m 311.53 367.54 l S +311.75 364.88 m 311.75 365.49 l S +312.63 357.07 m 312.63 372.47 l S +314.37 365.68 m 314.37 366.27 l S +315.19 348.39 m 315.19 366.42 l S +317.70 356.13 m 317.70 372.10 l S +324.63 364.58 m 324.63 365.17 l S +327.33 366.15 m 327.33 366.73 l S +329.95 364.29 m 329.95 364.94 l S +332.34 362.48 m 332.34 363.13 l S +350.71 360.48 m 350.71 361.05 l S +353.26 359.71 m 353.26 360.30 l S +355.87 359.81 m 355.87 360.44 l S +358.48 363.60 m 358.48 364.18 l S +363.66 363.37 m 363.66 363.91 l S +366.26 362.19 m 366.26 362.74 l S +368.83 362.72 m 368.83 363.28 l S +371.45 363.89 m 371.45 364.50 l S +374.06 361.21 m 374.06 361.82 l S +379.32 362.18 m 379.32 362.73 l S +384.46 360.05 m 384.46 360.70 l S +387.00 364.03 m 387.00 364.59 l S +389.64 364.18 m 389.64 364.77 l S +392.25 363.84 m 392.25 364.40 l S +394.82 364.35 m 394.82 364.92 l S +397.45 367.88 m 397.45 368.42 l S +399.98 365.85 m 399.98 366.40 l S +402.72 368.08 m 402.72 368.62 l S +405.18 368.50 m 405.18 369.06 l S +407.80 368.71 m 407.80 369.31 l S +410.41 370.69 m 410.41 371.28 l S +413.02 374.74 m 413.02 375.26 l S +415.62 378.09 m 415.62 378.61 l S +423.38 376.38 m 423.38 376.92 l S +426.01 377.22 m 426.01 377.78 l S +431.23 377.75 m 431.23 378.32 l S +433.50 366.26 m 433.50 371.68 l S +433.77 370.90 m 433.77 371.53 l S +436.39 369.40 m 436.39 369.99 l S +438.99 370.48 m 438.99 371.00 l S +441.13 371.11 m 441.13 378.12 l S +441.62 367.54 m 441.62 368.11 l S +444.20 366.85 m 444.20 367.39 l S +449.50 366.88 m 449.50 367.45 l S +452.00 367.27 m 452.00 367.84 l S +454.59 367.07 m 454.59 367.64 l S +457.19 365.67 m 457.19 366.28 l S +467.43 361.17 m 467.43 364.66 l S +472.85 365.86 m 472.85 366.47 l S +478.00 362.60 m 478.00 363.21 l S +483.25 361.41 m 483.25 362.02 l S +488.43 356.30 m 488.43 357.00 l S +517.01 355.67 m 517.01 356.35 l S +522.21 353.36 m 522.21 354.09 l S +524.81 356.39 m 524.81 357.02 l S +527.41 347.31 m 527.41 347.98 l S +530.01 351.88 m 530.01 352.51 l S +532.61 354.17 m 532.61 354.89 l S +535.21 356.64 m 535.21 357.33 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 349.42 m 52.42 349.42 l S +52.42 349.42 m 47.74 349.42 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 14.60 351.23 Tm (SDSS u) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 341.87 Tm (3466 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 338.93 m 55.02 359.91 l S +53.72 359.91 m 56.32 359.91 l S +53.72 338.93 m 56.32 338.93 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 346.69 Tm (=20%) Tj +ET +0.000 0.000 1.000 RG +80.07 310.13 m 80.07 316.79 l S +100.71 317.71 m 100.71 323.93 l S +103.83 319.35 m 103.83 325.86 l S +111.26 318.40 m 111.26 325.03 l S +121.85 314.83 m 121.85 321.39 l S +126.38 314.88 m 126.38 321.34 l S +129.85 308.26 m 129.85 316.78 l S +131.26 315.33 m 131.26 322.73 l S +131.42 308.72 m 131.42 316.31 l S +132.64 310.76 m 132.64 318.06 l S +133.65 315.23 m 133.65 322.82 l S +134.52 308.46 m 134.52 316.57 l S +136.43 305.01 m 136.43 312.28 l S +139.39 309.66 m 139.39 317.27 l S +140.12 304.90 m 140.12 312.39 l S +141.29 304.77 m 141.29 312.53 l S +141.98 312.58 m 141.98 319.97 l S +142.72 309.62 m 142.72 317.31 l S +144.10 306.77 m 144.10 314.43 l S +145.67 303.86 m 145.67 311.47 l S +149.30 301.88 m 149.30 309.47 l S +152.75 297.02 m 152.75 304.12 l S +153.46 292.47 m 153.46 300.19 l S +156.25 301.05 m 156.25 308.29 l S +157.26 297.59 m 157.26 305.60 l S +157.98 298.06 m 157.98 305.14 l S +158.66 295.65 m 158.66 303.39 l S +159.52 296.93 m 159.52 304.20 l S +160.59 289.46 m 160.59 296.66 l S +161.09 291.38 m 161.09 299.12 l S +163.17 289.40 m 163.17 296.72 l S +164.40 289.16 m 164.40 296.97 l S +165.10 287.05 m 165.10 294.62 l S +165.96 293.74 m 165.96 301.06 l S +167.13 283.62 m 167.13 291.26 l S +168.57 287.14 m 168.57 294.54 l S +168.89 289.24 m 168.89 296.88 l S +169.56 283.49 m 169.56 291.38 l S +170.45 284.75 m 170.45 292.41 l S +170.78 284.78 m 170.78 292.37 l S +171.67 287.01 m 171.67 294.67 l S +172.69 285.57 m 172.69 293.87 l S +173.42 286.18 m 173.42 293.26 l S +175.29 292.99 m 175.29 298.44 l S +176.02 289.59 m 176.02 296.54 l S +176.54 283.49 m 176.54 291.38 l S +177.41 291.50 m 177.41 298.99 l S +179.32 294.81 m 179.32 302.13 l S +180.01 294.89 m 180.01 302.04 l S +182.09 288.22 m 182.09 295.69 l S +183.11 285.88 m 183.11 293.56 l S +183.99 290.57 m 183.99 297.77 l S +184.67 290.60 m 184.67 297.73 l S +185.52 289.47 m 185.52 296.65 l S +186.57 290.70 m 186.57 297.63 l S +187.26 286.10 m 187.26 293.34 l S +188.34 290.51 m 188.34 297.83 l S +189.19 292.84 m 189.19 299.82 l S +190.08 299.06 m 190.08 306.20 l S +190.77 290.59 m 190.77 297.74 l S +191.42 294.99 m 191.42 301.94 l S +192.32 291.64 m 192.32 298.86 l S +193.35 292.75 m 193.35 299.90 l S +194.04 290.78 m 194.04 297.56 l S +194.75 295.86 m 194.75 303.18 l S +195.76 293.69 m 195.76 301.11 l S +196.80 301.27 m 196.80 308.07 l S +197.69 292.67 m 197.69 299.99 l S +199.40 302.20 m 199.40 309.15 l S +200.09 303.01 m 200.09 310.33 l S +200.96 297.91 m 200.96 305.28 l S +202.56 306.77 m 202.56 314.43 l S +203.56 302.80 m 203.56 310.54 l S +204.43 304.15 m 204.43 311.18 l S +205.17 306.68 m 205.17 314.52 l S +206.16 311.63 m 206.16 319.05 l S +207.03 311.84 m 207.03 318.84 l S +207.95 309.62 m 207.95 317.31 l S +208.99 316.35 m 208.99 323.50 l S +209.86 317.30 m 209.86 324.35 l S +210.38 312.64 m 210.38 319.91 l S +211.41 317.17 m 211.41 324.47 l S +212.46 312.68 m 212.46 319.88 l S +212.96 313.39 m 212.96 321.01 l S +213.97 320.75 m 213.97 327.97 l S +214.84 319.99 m 214.84 326.99 l S +216.10 317.90 m 216.10 325.54 l S +216.74 319.91 m 216.74 327.06 l S +217.80 320.88 m 217.80 327.83 l S +218.17 318.93 m 218.17 326.27 l S +220.58 327.20 m 220.58 331.91 l S +220.77 322.53 m 220.77 329.65 l S +223.02 330.68 m 223.02 338.18 l S +223.55 326.63 m 223.55 334.03 l S +224.39 327.45 m 224.39 334.85 l S +225.26 324.22 m 225.26 331.37 l S +226.13 323.23 m 226.13 330.67 l S +226.98 326.70 m 226.98 333.95 l S +229.06 328.36 m 229.06 335.61 l S +229.92 330.00 m 229.92 337.24 l S +231.18 325.59 m 231.18 333.40 l S +232.70 327.63 m 232.70 334.68 l S +233.42 325.08 m 233.42 332.21 l S +233.78 330.66 m 233.78 338.20 l S +236.22 331.69 m 236.22 338.77 l S +236.55 329.14 m 236.55 336.46 l S +239.12 326.61 m 239.12 334.05 l S +240.35 324.96 m 240.35 332.33 l S +241.90 323.97 m 241.90 331.63 l S +242.94 324.17 m 242.94 331.42 l S +243.80 318.07 m 243.80 325.37 l S +244.68 315.17 m 244.68 322.88 l S +245.22 320.00 m 245.22 326.98 l S +245.89 317.26 m 245.89 324.38 l S +246.41 321.02 m 246.41 327.70 l S +248.17 313.48 m 248.17 320.92 l S +249.01 315.38 m 249.01 322.68 l S +249.41 313.55 m 249.41 320.85 l S +250.91 309.74 m 250.91 317.19 l S +251.45 312.69 m 251.45 319.86 l S +252.66 314.36 m 252.66 321.85 l S +254.04 314.51 m 254.04 321.71 l S +254.60 311.82 m 254.60 318.87 l S +255.81 319.06 m 255.81 326.14 l S +256.67 314.57 m 256.67 321.64 l S +257.20 317.32 m 257.20 324.32 l S +258.37 309.02 m 258.37 316.02 l S +259.07 311.84 m 259.07 318.84 l S +260.63 317.35 m 260.63 324.30 l S +260.97 309.00 m 260.97 316.03 l S +261.84 311.85 m 261.84 318.83 l S +263.77 310.88 m 263.77 317.93 l S +265.83 318.32 m 265.83 325.12 l S +266.38 316.42 m 266.38 323.43 l S +267.05 313.76 m 267.05 320.64 l S +268.44 311.52 m 268.44 319.16 l S +268.99 311.69 m 268.99 318.99 l S +269.85 310.85 m 269.85 317.97 l S +270.21 309.93 m 270.21 317.00 l S +271.56 315.58 m 271.56 322.48 l S +272.47 317.35 m 272.47 324.30 l S +273.47 310.79 m 273.47 318.03 l S +274.37 312.52 m 274.37 320.04 l S +275.89 316.96 m 275.89 324.68 l S +276.93 313.46 m 276.93 320.93 l S +277.67 309.51 m 277.67 317.42 l S +278.55 314.27 m 278.55 321.94 l S +280.27 317.11 m 280.27 324.53 l S +283.04 313.61 m 283.04 320.78 l S +285.47 315.44 m 285.47 322.61 l S +288.41 315.33 m 288.41 322.73 l S +289.28 319.00 m 289.28 326.20 l S +290.14 318.19 m 290.14 325.24 l S +299.36 323.03 m 299.36 330.87 l S +299.89 315.34 m 299.89 329.86 l S +301.59 319.92 m 301.59 327.05 l S +302.79 320.81 m 302.79 327.91 l S +303.31 320.98 m 303.31 327.74 l S +305.22 325.16 m 305.22 332.13 l S +306.26 323.43 m 306.26 330.48 l S +306.64 318.00 m 306.64 325.44 l S +309.41 319.80 m 309.41 327.17 l S +311.48 323.17 m 311.48 330.73 l S +312.71 316.31 m 312.71 323.54 l S +313.75 318.99 m 313.75 326.21 l S +314.45 324.76 m 314.45 332.53 l S +314.62 324.00 m 314.62 331.59 l S +318.55 314.48 m 318.55 321.73 l S +319.10 321.75 m 319.10 328.71 l S +320.13 319.80 m 320.13 327.17 l S +320.84 317.12 m 320.84 324.52 l S +321.85 317.04 m 321.85 324.60 l S +322.37 316.19 m 322.37 323.66 l S +323.41 324.19 m 323.41 331.41 l S +326.20 317.04 m 326.20 324.60 l S +327.57 318.91 m 327.57 326.30 l S +329.65 323.45 m 329.65 330.45 l S +331.24 321.56 m 331.24 328.90 l S +332.10 320.85 m 332.10 327.87 l S +333.16 317.96 m 333.16 325.48 l S +333.86 321.55 m 333.86 328.92 l S +334.70 320.66 m 334.70 328.06 l S +336.62 319.95 m 336.62 327.02 l S +337.31 319.97 m 337.31 327.00 l S +338.19 316.08 m 338.19 323.77 l S +339.02 320.76 m 339.02 327.96 l S +340.76 314.42 m 340.76 321.79 l S +341.80 319.81 m 341.80 327.16 l S +343.36 316.18 m 343.36 323.67 l S +344.22 320.82 m 344.22 327.90 l S +345.27 322.42 m 345.27 329.76 l S +345.63 315.06 m 345.63 323.00 l S +346.51 329.32 m 346.51 336.27 l S +349.11 320.86 m 349.11 327.86 l S +350.16 317.07 m 350.16 324.57 l S +351.32 318.66 m 351.32 326.55 l S +353.06 315.96 m 353.06 323.89 l S +354.44 318.19 m 354.44 325.24 l S +357.04 319.88 m 357.04 327.10 l S +357.91 316.31 m 357.91 325.33 l S +361.24 324.03 m 361.24 331.57 l S +362.24 315.44 m 362.24 322.61 l S +363.11 318.34 m 363.11 325.10 l S +363.98 327.74 m 363.98 334.57 l S +365.19 316.53 m 365.19 323.31 l S +366.06 319.79 m 366.06 327.18 l S +367.27 320.87 m 367.27 327.85 l S +367.98 319.97 m 367.98 327.00 l S +370.57 321.93 m 370.57 328.53 l S +371.96 322.77 m 371.96 329.41 l S +372.64 323.12 m 372.64 330.78 l S +374.56 317.25 m 374.56 324.40 l S +376.13 324.26 m 376.13 331.34 l S +378.36 319.75 m 378.36 327.22 l S +380.66 321.75 m 380.66 328.71 l S +381.69 320.01 m 381.69 326.96 l S +383.05 321.68 m 383.05 328.78 l S +383.91 323.47 m 383.91 330.43 l S +385.65 320.78 m 385.65 327.93 l S +387.38 315.47 m 387.38 322.59 l S +388.24 322.52 m 388.24 329.67 l S +389.11 319.75 m 389.11 327.22 l S +390.85 325.93 m 390.85 333.06 l S +391.72 324.97 m 391.72 332.32 l S +392.58 317.22 m 392.58 324.42 l S +393.45 325.07 m 393.45 332.22 l S +394.31 319.54 m 394.31 327.43 l S +395.70 319.83 m 395.70 327.15 l S +396.40 329.12 m 396.40 336.47 l S +397.31 324.96 m 397.31 332.33 l S +397.78 322.45 m 397.78 329.73 l S +398.65 326.67 m 398.65 333.99 l S +399.53 323.17 m 399.53 330.73 l S +400.38 323.25 m 400.38 330.65 l S +401.47 326.02 m 401.47 332.97 l S +402.51 327.68 m 402.51 334.63 l S +402.99 324.76 m 402.99 332.53 l S +403.17 327.75 m 403.17 334.55 l S +405.96 326.64 m 405.96 334.01 l S +406.63 328.22 m 406.63 335.76 l S +407.34 327.52 m 407.34 334.79 l S +410.97 332.65 m 410.97 339.43 l S +412.18 336.09 m 412.18 342.30 l S +412.57 336.32 m 412.57 343.62 l S +413.78 340.81 m 413.78 348.27 l S +414.44 331.69 m 414.44 338.77 l S +416.36 330.73 m 416.36 338.13 l S +417.74 336.35 m 417.74 343.59 l S +418.64 341.64 m 418.64 348.94 l S +418.81 333.94 m 418.81 341.31 l S +418.94 337.12 m 418.94 344.37 l S +422.10 335.66 m 422.10 342.73 l S +423.30 332.40 m 423.30 339.68 l S +425.36 331.47 m 425.36 338.99 l S +425.72 332.49 m 425.72 339.59 l S +429.17 337.00 m 429.17 344.49 l S +431.10 330.81 m 431.10 338.05 l S +431.59 341.03 m 431.59 348.05 l S +432.64 326.57 m 432.64 332.42 l S +433.88 330.72 m 433.88 338.14 l S +434.74 329.97 m 434.74 337.27 l S +435.46 325.94 m 435.46 333.04 l S +436.48 324.99 m 436.48 332.31 l S +437.66 324.22 m 437.66 331.37 l S +438.36 325.84 m 438.36 333.14 l S +439.08 324.14 m 439.08 331.46 l S +439.40 328.11 m 439.40 334.20 l S +440.61 327.50 m 440.61 334.80 l S +442.69 323.14 m 442.69 330.76 l S +443.56 321.63 m 443.56 328.83 l S +444.26 322.45 m 444.26 329.73 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 316.36 m 52.42 316.36 l S +52.42 316.36 m 47.74 316.36 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 18.16 318.17 Tm (Swift B) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 308.81 Tm (4390 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 310.22 m 55.02 322.50 l S +53.72 322.50 m 56.32 322.50 l S +53.72 310.22 m 56.32 310.22 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 313.63 Tm (=10%) Tj +ET +1.000 0.000 0.000 RG +83.15 281.61 m 83.15 283.87 l S +85.69 283.65 m 85.69 290.97 l S +88.31 282.81 m 88.31 291.80 l S +91.06 286.01 m 91.06 291.23 l S +93.66 281.68 m 93.66 292.63 l S +101.00 291.04 m 101.00 292.07 l S +103.64 291.32 m 103.64 292.21 l S +106.32 291.25 m 106.32 292.11 l S +109.08 293.01 m 109.08 293.68 l S +120.55 293.29 m 120.55 294.77 l S +123.17 294.43 m 123.17 295.49 l S +125.76 293.48 m 125.76 295.35 l S +127.30 293.96 m 127.30 294.85 l S +129.86 292.31 m 129.86 293.37 l S +132.40 289.46 m 132.40 292.87 l S +132.54 287.24 m 132.54 288.19 l S +135.15 284.81 m 135.15 289.53 l S +147.89 276.79 m 147.89 279.02 l S +159.64 268.19 m 159.64 271.69 l S +160.88 265.87 m 160.88 268.05 l S +162.20 260.45 m 162.20 265.51 l S +163.48 256.32 m 163.48 265.65 l S +166.03 260.03 m 166.03 262.02 l S +166.08 255.73 m 166.08 265.15 l S +168.67 252.59 m 168.67 262.12 l S +169.03 254.92 m 169.03 260.84 l S +172.16 251.50 m 172.16 257.25 l S +174.24 254.66 m 174.24 260.44 l S +176.44 259.87 m 176.44 261.24 l S +176.51 255.45 m 176.51 264.95 l S +176.77 259.50 m 176.77 264.34 l S +179.43 256.01 m 179.43 260.71 l S +182.01 261.35 m 182.01 267.44 l S +184.50 254.61 m 184.50 259.08 l S +185.41 260.15 m 185.41 264.73 l S +187.05 254.80 m 187.05 266.22 l S +187.09 257.65 m 187.09 263.51 l S +189.43 262.48 m 189.43 267.90 l S +192.09 264.53 m 192.09 270.37 l S +193.25 262.20 m 193.25 266.14 l S +193.33 262.94 m 193.33 267.10 l S +194.63 263.97 m 194.63 272.27 l S +197.28 263.85 m 197.28 272.04 l S +197.48 268.63 m 197.48 271.50 l S +201.04 276.88 m 201.04 279.26 l S +201.12 277.43 m 201.12 279.78 l S +202.41 278.92 m 202.41 279.51 l S +202.44 276.66 m 202.44 283.31 l S +202.82 277.39 m 202.82 280.32 l S +203.64 285.06 m 203.64 293.36 l S +203.72 280.18 m 203.72 281.89 l S +205.04 282.92 m 205.04 289.54 l S +205.04 283.18 m 205.04 284.39 l S +205.34 283.31 m 205.34 287.19 l S +207.28 284.41 m 207.28 285.98 l S +207.98 287.77 m 207.98 292.18 l S +208.81 288.55 m 208.81 290.42 l S +208.82 287.99 m 208.82 289.83 l S +210.53 289.69 m 210.53 294.25 l S +213.00 293.24 m 213.00 299.17 l S +213.99 294.91 m 213.99 297.39 l S +215.45 294.79 m 215.45 296.25 l S +216.61 292.96 m 216.61 296.26 l S +220.63 301.26 m 220.63 302.69 l S +224.27 299.87 m 224.27 302.66 l S +225.76 303.78 m 225.76 309.45 l S +231.12 306.75 m 231.12 308.04 l S +235.99 304.69 m 235.99 306.36 l S +236.61 303.96 m 236.61 308.51 l S +239.05 302.67 m 239.05 309.94 l S +241.38 303.40 m 241.38 304.71 l S +245.26 295.83 m 245.26 297.98 l S +246.46 293.37 m 246.46 294.40 l S +249.21 290.52 m 249.21 291.61 l S +251.89 289.95 m 251.89 295.62 l S +253.05 293.91 m 253.05 295.95 l S +254.20 291.90 m 254.20 292.49 l S +257.23 292.27 m 257.23 296.68 l S +263.38 287.88 m 263.38 289.25 l S +267.44 287.05 m 267.44 289.65 l S +271.07 287.88 m 271.07 289.16 l S +273.83 288.33 m 273.83 289.67 l S +274.91 287.79 m 274.91 288.52 l S +275.40 289.32 m 275.40 291.64 l S +277.48 288.84 m 277.48 290.52 l S +286.69 294.03 m 286.69 296.07 l S +291.77 296.54 m 291.77 298.47 l S +294.38 297.42 m 294.38 299.52 l S +309.09 296.89 m 309.09 306.36 l S +315.13 295.83 m 315.13 297.87 l S +324.71 297.39 m 324.71 304.29 l S +330.68 297.64 m 330.68 298.71 l S +333.43 297.57 m 333.43 298.64 l S +335.13 298.79 m 335.13 301.36 l S +336.04 296.90 m 336.04 298.41 l S +345.59 288.09 m 345.59 297.48 l S +348.22 295.73 m 348.22 300.76 l S +349.10 295.91 m 349.10 296.83 l S +353.42 292.15 m 353.42 294.98 l S +354.13 295.35 m 354.13 297.39 l S +358.56 295.79 m 358.56 298.47 l S +359.39 298.19 m 359.39 300.62 l S +361.96 296.23 m 361.96 298.78 l S +363.45 294.67 m 363.45 304.98 l S +364.50 295.91 m 364.50 297.95 l S +366.02 296.71 m 366.02 298.50 l S +366.31 291.75 m 366.31 304.43 l S +368.79 296.07 m 368.79 297.52 l S +369.89 295.00 m 369.89 297.41 l S +371.21 296.55 m 371.21 298.57 l S +371.25 294.58 m 371.25 301.15 l S +373.86 297.21 m 373.86 299.33 l S +376.54 297.17 m 376.54 298.29 l S +377.51 295.80 m 377.51 297.90 l S +380.16 295.93 m 380.16 297.80 l S +394.66 298.71 m 394.66 300.05 l S +405.15 303.16 m 405.15 303.78 l S +410.38 305.85 m 410.38 307.63 l S +410.44 303.39 m 410.44 306.35 l S +412.92 306.28 m 412.92 309.27 l S +415.68 305.43 m 415.68 308.33 l S +418.02 311.84 m 418.02 312.62 l S +423.20 310.20 m 423.20 310.68 l S +425.90 310.85 m 425.90 311.43 l S +428.51 310.20 m 428.51 311.13 l S +428.53 308.97 m 428.53 312.16 l S +431.21 308.63 m 431.21 309.18 l S +431.28 306.73 m 431.28 309.63 l S +436.39 302.66 m 436.39 303.69 l S +441.42 298.76 m 441.42 300.47 l S +446.56 296.01 m 446.56 298.19 l S +449.15 295.79 m 449.15 298.02 l S +454.48 298.33 m 454.48 300.56 l S +454.61 296.47 m 454.61 303.74 l S +457.23 297.13 m 457.23 298.25 l S +457.26 295.30 m 457.26 301.78 l S +459.65 296.47 m 459.65 298.01 l S +462.26 297.64 m 462.26 299.15 l S +462.46 296.62 m 462.46 302.46 l S +467.53 296.90 m 467.53 297.97 l S +480.52 294.85 m 480.52 295.49 l S +482.91 293.10 m 482.91 294.08 l S +485.71 291.68 m 485.71 292.77 l S +490.76 289.83 m 490.76 290.42 l S +496.07 287.81 m 496.07 288.81 l S +498.61 285.10 m 498.61 285.49 l S +501.15 285.98 m 501.15 286.59 l S +503.79 283.00 m 503.79 283.79 l S +506.38 281.09 m 506.38 281.76 l S +514.13 286.90 m 514.13 288.52 l S +516.78 290.58 m 516.78 291.36 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 283.30 m 52.42 283.30 l S +52.42 283.30 m 47.74 283.30 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 5.26 285.11 Tm (Johnson B) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 275.75 Tm (4390 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 276.32 m 55.02 290.29 l S +53.72 290.29 m 56.32 290.29 l S +53.72 276.32 m 56.32 276.32 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 280.57 Tm (=10%) Tj +ET +0.000 0.000 1.000 RG +86.62 251.24 m 86.62 256.76 l S +88.81 248.48 m 88.81 249.00 l S +91.36 251.09 m 91.36 251.91 l S +93.81 252.87 m 93.81 254.25 l S +95.22 248.24 m 95.22 257.75 l S +96.46 253.69 m 96.46 254.28 l S +97.12 255.76 m 97.12 261.02 l S +97.86 253.57 m 97.86 260.25 l S +99.13 256.24 m 99.13 256.65 l S +100.42 254.08 m 100.42 263.00 l S +101.35 256.37 m 101.35 258.84 l S +101.63 257.34 m 101.63 257.79 l S +104.22 258.41 m 104.22 258.85 l S +106.77 257.94 m 106.77 260.44 l S +108.29 248.31 m 108.29 259.92 l S +109.04 260.59 m 109.04 261.04 l S +109.73 256.28 m 109.73 261.32 l S +111.83 259.25 m 111.83 259.69 l S +112.81 257.01 m 112.81 262.31 l S +115.06 259.06 m 115.06 263.84 l S +117.55 259.21 m 117.55 264.02 l S +120.45 258.46 m 120.45 263.35 l S +123.13 261.17 m 123.13 265.98 l S +125.84 259.06 m 125.84 264.21 l S +129.03 251.19 m 129.03 258.61 l S +130.53 256.15 m 130.53 261.48 l S +132.71 252.44 m 132.71 254.00 l S +135.37 250.42 m 135.37 250.98 l S +135.98 241.67 m 135.98 248.46 l S +136.90 245.35 m 136.90 258.82 l S +139.48 245.96 m 139.48 257.57 l S +140.67 249.38 m 140.67 249.79 l S +141.18 252.66 m 141.18 258.14 l S +143.28 247.72 m 143.28 248.54 l S +144.72 247.36 m 144.72 258.63 l S +146.15 249.73 m 146.15 256.04 l S +148.31 242.32 m 148.31 244.34 l S +151.10 239.26 m 151.10 239.94 l S +151.67 230.40 m 151.67 239.02 l S +153.54 238.80 m 153.54 239.54 l S +155.96 231.65 m 155.96 238.56 l S +158.80 234.45 m 158.80 235.16 l S +161.46 230.27 m 161.46 230.94 l S +164.12 224.30 m 164.12 225.09 l S +166.29 225.14 m 166.29 225.85 l S +168.78 226.28 m 168.78 226.95 l S +171.40 222.40 m 171.40 222.92 l S +173.05 215.16 m 173.05 232.92 l S +175.60 211.07 m 175.60 232.34 l S +179.31 226.37 m 179.31 227.01 l S +181.70 226.39 m 181.70 226.99 l S +184.41 228.20 m 184.41 228.76 l S +185.17 216.21 m 185.17 231.24 l S +192.90 215.25 m 192.90 227.38 l S +194.67 232.79 m 194.67 233.46 l S +197.32 237.36 m 197.32 238.03 l S +198.25 232.25 m 198.25 248.85 l S +199.93 249.79 m 199.93 250.38 l S +200.63 231.37 m 200.63 241.63 l S +211.27 257.32 m 211.27 263.93 l S +213.22 257.12 m 213.22 257.75 l S +213.49 256.99 m 213.49 263.37 l S +218.38 266.09 m 218.38 266.73 l S +221.25 265.48 m 221.25 271.07 l S +226.81 267.49 m 226.81 273.20 l S +229.76 272.98 m 229.76 278.91 l S +231.81 265.64 m 231.81 271.02 l S +234.40 268.29 m 234.40 272.92 l S +240.20 264.95 m 240.20 270.10 l S +241.76 270.70 m 241.76 271.60 l S +244.35 266.00 m 244.35 266.82 l S +246.89 262.29 m 246.89 263.07 l S +249.52 255.68 m 249.52 256.28 l S +250.60 254.13 m 250.60 259.77 l S +251.90 255.78 m 251.90 260.29 l S +253.62 253.98 m 253.62 267.64 l S +254.48 258.31 m 254.48 260.92 l S +257.80 257.45 m 257.80 262.79 l S +260.76 252.88 m 260.76 258.59 l S +261.59 243.00 m 261.59 258.89 l S +265.23 254.21 m 265.23 254.81 l S +267.48 258.72 m 267.48 259.39 l S +268.30 253.76 m 268.30 258.98 l S +270.31 259.21 m 270.31 259.81 l S +270.82 256.45 m 270.82 261.48 l S +273.60 255.72 m 273.60 260.83 l S +274.17 251.22 m 274.17 263.24 l S +275.58 255.12 m 275.58 255.76 l S +276.34 254.15 m 276.34 259.45 l S +288.44 258.65 m 288.44 259.51 l S +289.11 260.35 m 289.11 265.35 l S +291.01 263.57 m 291.01 264.39 l S +292.48 262.03 m 292.48 272.17 l S +293.57 262.83 m 293.57 263.46 l S +294.42 260.81 m 294.42 266.34 l S +297.04 262.57 m 297.04 267.68 l S +299.46 261.62 m 299.46 268.18 l S +301.51 267.32 m 301.51 267.92 l S +302.88 266.78 m 302.88 273.91 l S +305.34 261.47 m 305.34 274.67 l S +306.66 264.02 m 306.66 264.81 l S +309.18 264.32 m 309.18 265.03 l S +311.52 262.92 m 311.52 266.20 l S +311.76 264.12 m 311.76 264.82 l S +312.71 260.20 m 312.71 265.57 l S +314.38 263.70 m 314.38 264.53 l S +315.21 260.92 m 315.21 266.30 l S +316.98 263.80 m 316.98 264.66 l S +319.46 260.27 m 319.46 261.06 l S +320.22 259.19 m 320.22 264.94 l S +322.07 262.29 m 322.07 263.07 l S +324.64 265.38 m 324.64 266.28 l S +327.34 267.12 m 327.34 267.94 l S +329.95 264.54 m 329.95 265.33 l S +332.35 263.09 m 332.35 263.69 l S +340.30 262.49 m 340.30 263.05 l S +348.12 263.72 m 348.12 264.28 l S +350.72 262.72 m 350.72 263.50 l S +353.27 259.66 m 353.27 260.66 l S +355.88 261.54 m 355.88 262.59 l S +358.49 262.85 m 358.49 263.93 l S +361.07 264.99 m 361.07 265.92 l S +363.67 263.35 m 363.67 264.25 l S +366.27 262.94 m 366.27 263.84 l S +368.83 262.42 m 368.83 263.35 l S +371.46 262.31 m 371.46 262.90 l S +374.07 262.51 m 374.07 263.33 l S +379.33 262.16 m 379.33 263.05 l S +381.86 262.62 m 381.86 263.26 l S +384.46 261.43 m 384.46 262.06 l S +387.01 264.17 m 387.01 264.99 l S +389.65 264.43 m 389.65 265.29 l S +392.26 263.87 m 392.26 264.88 l S +399.99 263.07 m 399.99 263.97 l S +402.73 266.69 m 402.73 267.47 l S +405.19 269.92 m 405.19 270.78 l S +407.81 270.16 m 407.81 271.06 l S +408.40 264.51 m 408.40 269.28 l S +410.42 273.72 m 410.42 274.47 l S +411.51 269.49 m 411.51 275.64 l S +413.03 272.90 m 413.03 273.57 l S +415.63 278.57 m 415.63 279.25 l S +423.39 278.63 m 423.39 279.38 l S +426.02 278.24 m 426.02 279.10 l S +428.60 278.76 m 428.60 279.58 l S +431.24 278.28 m 431.24 279.28 l S +433.51 272.64 m 433.51 276.00 l S +433.78 272.85 m 433.78 273.78 l S +436.40 271.00 m 436.40 271.93 l S +439.00 269.62 m 439.00 270.48 l S +441.63 265.55 m 441.63 266.45 l S +444.21 264.75 m 444.21 265.76 l S +446.79 264.25 m 446.79 265.18 l S +449.51 264.04 m 449.51 264.86 l S +452.01 265.57 m 452.01 266.32 l S +454.59 267.64 m 454.59 268.39 l S +457.20 263.76 m 457.20 264.54 l S +461.98 263.20 m 461.98 266.67 l S +467.45 262.94 m 467.45 265.92 l S +472.86 265.91 m 472.86 266.76 l S +478.01 262.57 m 478.01 263.42 l S +483.26 261.80 m 483.26 262.70 l S +488.44 257.36 m 488.44 258.00 l S +492.21 241.22 m 492.21 258.35 l S +517.02 256.20 m 517.02 257.17 l S +522.22 257.36 m 522.22 258.29 l S +524.82 256.15 m 524.82 256.93 l S +527.42 254.97 m 527.42 255.98 l S +530.02 251.35 m 530.02 252.14 l S +532.62 253.63 m 532.62 254.64 l S +533.41 247.92 m 533.41 255.23 l S +535.22 259.04 m 535.22 259.97 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 250.24 m 52.42 250.24 l S +52.42 250.24 m 47.74 250.24 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 14.60 252.05 Tm (SDSS g) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 242.69 Tm (4808 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 240.92 m 55.02 259.57 l S +53.72 259.57 m 56.32 259.57 l S +53.72 240.92 m 56.32 240.92 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 247.51 Tm (=10%) Tj +ET +1.000 0.000 0.000 RG +83.17 212.91 m 83.17 214.08 l S +86.42 213.23 m 86.42 217.08 l S +88.91 212.81 m 88.91 214.50 l S +89.07 215.72 m 89.07 218.33 l S +98.60 219.39 m 98.60 221.64 l S +99.30 219.11 m 99.30 220.76 l S +99.33 218.13 m 99.33 220.78 l S +101.14 220.39 m 101.14 221.68 l S +103.58 222.30 m 103.58 223.30 l S +106.26 221.94 m 106.26 223.02 l S +107.56 222.38 m 107.56 229.76 l S +107.66 222.18 m 107.66 223.99 l S +109.01 222.12 m 109.01 222.88 l S +109.69 222.32 m 109.69 223.48 l S +109.72 221.00 m 109.72 222.76 l S +110.11 221.34 m 110.11 229.92 l S +111.55 222.32 m 111.55 223.24 l S +112.27 222.04 m 112.27 223.20 l S +115.00 222.70 m 115.00 224.91 l S +117.45 226.15 m 117.45 227.56 l S +120.21 223.18 m 120.21 224.75 l S +122.78 224.27 m 122.78 225.83 l S +123.20 222.30 m 123.20 223.42 l S +125.47 227.09 m 125.47 228.94 l S +125.79 223.46 m 125.79 224.51 l S +127.40 222.42 m 127.40 223.54 l S +128.09 222.34 m 128.09 231.09 l S +128.17 217.61 m 128.17 220.53 l S +128.39 222.30 m 128.39 223.30 l S +129.92 220.62 m 129.92 221.46 l S +130.49 220.82 m 130.49 222.02 l S +130.61 222.68 m 130.61 224.45 l S +130.88 224.15 m 130.88 225.79 l S +131.00 218.91 m 131.00 219.99 l S +132.21 219.37 m 132.21 220.62 l S +133.40 216.60 m 133.40 224.07 l S +133.61 214.58 m 133.61 216.50 l S +135.66 219.87 m 135.66 222.52 l S +135.90 217.06 m 135.90 228.26 l S +136.19 219.03 m 136.19 220.76 l S +136.73 219.19 m 136.73 221.56 l S +138.56 217.27 m 138.56 227.01 l S +139.30 216.64 m 139.30 218.93 l S +140.91 216.74 m 140.91 218.67 l S +141.94 213.27 m 141.94 217.04 l S +142.58 214.10 m 142.58 215.30 l S +144.06 215.20 m 144.06 216.80 l S +145.40 216.92 m 145.40 219.45 l S +146.12 211.91 m 146.12 214.60 l S +146.32 207.32 m 146.32 209.56 l S +146.61 212.87 m 146.61 214.56 l S +148.79 212.67 m 148.79 215.68 l S +148.98 205.27 m 148.98 207.32 l S +151.54 204.57 m 151.54 206.85 l S +153.01 204.91 m 153.01 206.55 l S +164.65 189.56 m 164.65 193.17 l S +165.97 189.04 m 165.97 190.61 l S +167.08 187.19 m 167.08 191.09 l S +172.23 186.91 m 172.23 190.44 l S +176.38 188.86 m 176.38 190.26 l S +182.57 193.23 m 182.57 196.96 l S +185.28 193.49 m 185.28 196.82 l S +185.40 194.46 m 185.40 197.95 l S +187.90 189.34 m 187.90 200.09 l S +187.93 197.20 m 187.93 201.30 l S +189.51 198.03 m 189.51 198.95 l S +190.92 183.34 m 190.92 193.17 l S +192.94 190.73 m 192.94 194.14 l S +195.70 195.86 m 195.70 199.15 l S +195.87 200.53 m 195.87 204.43 l S +198.04 208.30 m 198.04 209.94 l S +198.47 206.79 m 198.47 207.96 l S +202.35 208.30 m 202.35 208.94 l S +204.98 211.49 m 204.98 212.41 l S +206.40 214.40 m 206.40 215.64 l S +208.82 218.99 m 208.82 221.80 l S +208.84 219.87 m 208.84 221.16 l S +208.90 215.70 m 208.90 225.25 l S +211.56 221.06 m 211.56 222.94 l S +213.55 224.83 m 213.55 226.55 l S +213.92 221.64 m 213.92 224.33 l S +214.02 222.48 m 214.02 224.05 l S +214.12 220.96 m 214.12 223.56 l S +215.39 224.99 m 215.39 226.39 l S +216.62 222.54 m 216.62 224.63 l S +216.83 225.95 m 216.83 228.12 l S +220.58 229.66 m 220.58 230.99 l S +220.76 226.81 m 220.76 229.14 l S +221.87 229.04 m 221.87 230.69 l S +222.03 230.16 m 222.03 232.21 l S +224.13 232.11 m 224.13 234.12 l S +224.30 231.53 m 224.30 233.01 l S +226.46 232.59 m 226.46 235.16 l S +231.06 236.00 m 231.06 237.16 l S +236.04 236.72 m 236.04 237.77 l S +241.31 232.17 m 241.31 233.41 l S +243.68 230.20 m 243.68 231.09 l S +244.15 225.81 m 244.15 229.22 l S +245.29 227.09 m 245.29 228.74 l S +245.42 223.66 m 245.42 228.84 l S +246.40 224.13 m 246.40 225.09 l S +248.01 217.87 m 248.01 226.25 l S +249.15 222.70 m 249.15 223.78 l S +249.42 222.10 m 249.42 224.99 l S +250.34 221.84 m 250.34 224.69 l S +252.55 225.83 m 252.55 227.56 l S +253.08 223.64 m 253.08 225.21 l S +253.20 221.98 m 253.20 233.29 l S +254.14 222.16 m 254.14 222.72 l S +254.38 223.78 m 254.38 226.55 l S +255.75 222.70 m 255.75 229.20 l S +257.09 220.70 m 257.09 223.06 l S +257.17 219.53 m 257.17 221.50 l S +258.16 220.90 m 258.16 223.62 l S +258.40 222.04 m 258.40 225.33 l S +260.86 220.37 m 260.86 228.08 l S +262.57 220.49 m 262.57 223.66 l S +263.50 213.45 m 263.50 225.05 l S +265.02 221.68 m 265.02 224.61 l S +268.34 221.50 m 268.34 223.46 l S +276.51 216.98 m 276.51 227.98 l S +277.65 219.31 m 277.65 219.91 l S +278.74 215.76 m 278.74 218.81 l S +279.10 219.05 m 279.10 234.98 l S +279.31 216.06 m 279.31 218.71 l S +281.54 216.90 m 281.54 219.27 l S +281.59 219.07 m 281.59 220.80 l S +281.72 213.81 m 281.72 221.00 l S +281.83 219.37 m 281.83 221.02 l S +282.75 218.91 m 282.75 220.23 l S +284.06 221.58 m 284.06 223.54 l S +284.38 219.23 m 284.38 230.10 l S +285.14 220.49 m 285.14 222.10 l S +286.72 223.70 m 286.72 225.19 l S +286.95 222.42 m 286.95 225.15 l S +287.81 222.14 m 287.81 224.91 l S +288.84 224.73 m 288.84 226.73 l S +289.54 222.66 m 289.54 225.27 l S +291.80 226.49 m 291.80 228.02 l S +293.48 224.31 m 293.48 227.15 l S +294.68 226.29 m 294.68 229.74 l S +295.52 227.17 m 295.52 228.50 l S +296.68 229.02 m 296.68 230.87 l S +298.19 227.90 m 298.19 229.38 l S +298.19 228.72 m 298.19 231.73 l S +299.20 229.04 m 299.20 231.01 l S +300.80 228.72 m 300.80 230.40 l S +300.85 228.36 m 300.85 232.01 l S +302.68 227.19 m 302.68 230.61 l S +303.36 228.08 m 303.36 229.56 l S +305.95 227.19 m 305.95 228.64 l S +307.11 226.09 m 307.11 227.94 l S +307.73 225.93 m 307.73 228.38 l S +308.55 227.05 m 308.55 228.66 l S +311.23 226.69 m 311.23 228.18 l S +312.54 224.19 m 312.54 228.80 l S +312.88 219.69 m 312.88 227.44 l S +312.89 225.37 m 312.89 228.10 l S +313.68 227.72 m 313.68 230.77 l S +313.78 226.43 m 313.78 228.00 l S +314.81 228.06 m 314.81 229.86 l S +315.16 226.87 m 315.16 228.44 l S +315.27 226.69 m 315.27 229.42 l S +315.57 226.67 m 315.57 229.68 l S +316.34 226.27 m 316.34 227.64 l S +317.51 227.56 m 317.51 229.40 l S +317.60 226.45 m 317.60 228.22 l S +318.17 224.07 m 318.17 228.36 l S +319.33 225.85 m 319.33 227.74 l S +320.12 226.63 m 320.12 228.32 l S +321.63 224.69 m 321.63 227.17 l S +322.56 225.79 m 322.56 227.64 l S +322.61 225.37 m 322.61 226.97 l S +323.21 224.47 m 323.21 228.40 l S +325.17 227.42 m 325.17 229.14 l S +325.79 226.51 m 325.79 228.64 l S +327.76 229.96 m 327.76 232.01 l S +328.38 228.88 m 328.38 230.97 l S +328.52 228.18 m 328.52 231.11 l S +330.70 228.16 m 330.70 229.28 l S +331.15 222.96 m 331.15 225.21 l S +332.00 227.52 m 332.00 229.32 l S +333.46 226.87 m 333.46 227.88 l S +333.68 224.55 m 333.68 228.88 l S +334.57 227.40 m 334.57 229.32 l S +335.65 227.42 m 335.65 229.14 l S +336.07 227.15 m 336.07 228.12 l S +337.07 224.27 m 337.07 226.35 l S +337.65 226.09 m 337.65 228.90 l S +338.33 225.65 m 338.33 227.21 l S +338.67 222.86 m 338.67 231.37 l S +338.94 225.23 m 338.94 226.79 l S +339.84 222.54 m 339.84 223.99 l S +340.03 223.76 m 340.03 226.05 l S +343.72 224.65 m 343.72 227.25 l S +344.11 222.02 m 344.11 223.62 l S +346.06 222.80 m 346.06 224.45 l S +346.72 223.62 m 346.72 225.63 l S +348.39 222.66 m 348.39 227.68 l S +348.63 226.09 m 348.63 227.78 l S +348.91 226.35 m 348.91 227.84 l S +349.13 227.09 m 349.13 227.94 l S +349.21 223.82 m 349.21 229.72 l S +351.25 225.85 m 351.25 227.54 l S +351.79 224.23 m 351.79 232.89 l S +352.93 225.79 m 352.93 228.28 l S +352.99 224.55 m 352.99 225.43 l S +353.76 224.93 m 353.76 226.89 l S +354.16 225.95 m 354.16 227.03 l S +354.41 216.70 m 354.41 226.09 l S +354.50 224.05 m 354.50 225.41 l S +355.51 223.84 m 355.51 225.93 l S +356.46 225.03 m 356.46 226.99 l S +357.06 224.35 m 357.06 225.87 l S +358.74 223.64 m 358.74 228.82 l S +359.20 226.89 m 359.20 228.62 l S +359.35 223.78 m 359.35 226.55 l S +359.41 226.59 m 359.41 228.28 l S +361.58 226.81 m 361.58 228.82 l S +361.60 226.93 m 361.60 228.70 l S +361.93 226.21 m 361.93 229.10 l S +361.98 226.93 m 361.98 228.58 l S +361.99 223.24 m 361.99 225.61 l S +364.22 226.11 m 364.22 228.20 l S +364.27 225.21 m 364.27 226.81 l S +364.30 225.71 m 364.30 228.60 l S +364.53 226.41 m 364.53 228.02 l S +364.58 225.53 m 364.58 227.21 l S +364.73 223.72 m 364.73 230.75 l S +365.75 225.39 m 365.75 227.72 l S +366.11 225.25 m 366.11 226.29 l S +366.83 225.85 m 366.83 227.50 l S +367.06 225.61 m 367.06 228.42 l S +367.39 220.68 m 367.39 228.90 l S +367.39 223.64 m 367.39 225.49 l S +367.57 225.81 m 367.57 229.74 l S +368.41 223.14 m 368.41 226.03 l S +368.83 226.15 m 368.83 227.28 l S +369.56 225.39 m 369.56 227.52 l S +369.58 225.09 m 369.58 226.73 l S +369.92 227.05 m 369.92 228.62 l S +370.21 225.53 m 370.21 230.30 l S +371.12 222.48 m 371.12 225.49 l S +371.25 225.95 m 371.25 227.40 l S +372.54 218.39 m 372.54 225.53 l S +372.63 226.49 m 372.63 229.70 l S +373.78 226.07 m 373.78 228.40 l S +373.89 225.17 m 373.89 226.65 l S +374.86 226.55 m 374.86 228.12 l S +375.13 220.64 m 375.13 230.22 l S +375.25 225.77 m 375.25 229.78 l S +376.20 223.80 m 376.20 226.01 l S +376.56 225.87 m 376.56 226.79 l S +377.54 226.47 m 377.54 228.76 l S +377.71 222.64 m 377.71 228.78 l S +378.66 225.95 m 378.66 228.96 l S +379.53 222.74 m 379.53 227.80 l S +380.19 226.23 m 380.19 227.64 l S +380.37 220.66 m 380.37 230.04 l S +382.51 225.69 m 382.51 227.86 l S +382.92 221.84 m 382.92 231.43 l S +383.02 225.49 m 383.02 228.66 l S +385.13 226.49 m 385.13 228.66 l S +385.59 222.36 m 385.59 228.10 l S +388.10 222.56 m 388.10 229.94 l S +390.25 228.64 m 390.25 230.52 l S +390.72 217.93 m 390.72 227.23 l S +392.00 226.63 m 392.00 228.84 l S +392.54 225.87 m 392.54 231.49 l S +392.81 228.76 m 392.81 230.61 l S +393.21 224.87 m 393.21 231.45 l S +394.60 227.40 m 394.60 228.72 l S +395.56 228.34 m 395.56 230.34 l S +398.04 227.70 m 398.04 229.66 l S +398.19 227.54 m 398.19 229.54 l S +398.65 227.01 m 398.65 229.70 l S +400.79 228.72 m 400.79 230.56 l S +400.85 227.92 m 400.85 230.04 l S +400.93 227.54 m 400.93 230.18 l S +403.28 228.94 m 403.28 230.91 l S +403.42 228.88 m 403.42 231.57 l S +403.54 226.81 m 403.54 229.58 l S +405.19 231.41 m 405.19 232.65 l S +405.83 231.53 m 405.83 233.37 l S +406.26 230.67 m 406.26 233.39 l S +408.51 233.63 m 408.51 236.32 l S +408.65 230.87 m 408.65 232.55 l S +410.20 234.38 m 410.20 237.02 l S +410.35 234.88 m 410.35 235.84 l S +412.71 235.48 m 412.71 238.01 l S +412.76 239.65 m 412.76 240.49 l S +413.59 237.93 m 413.59 240.09 l S +414.06 239.69 m 414.06 242.62 l S +415.26 238.97 m 415.26 242.98 l S +415.31 243.14 m 415.31 246.27 l S +416.40 241.70 m 416.40 244.67 l S +416.68 243.72 m 416.68 245.81 l S +419.08 243.30 m 419.08 245.95 l S +419.18 241.64 m 419.18 250.59 l S +419.24 243.38 m 419.24 245.95 l S +420.60 244.21 m 420.60 247.54 l S +420.67 244.19 m 420.67 244.91 l S +421.71 237.20 m 421.71 244.99 l S +423.16 240.82 m 423.16 242.18 l S +424.12 241.78 m 424.12 244.91 l S +425.86 241.56 m 425.86 242.68 l S +426.90 237.83 m 426.90 246.53 l S +428.60 241.26 m 428.60 242.14 l S +429.48 237.75 m 429.48 245.85 l S +431.14 240.23 m 431.14 241.24 l S +432.11 236.98 m 432.11 239.79 l S +434.45 232.41 m 434.45 235.22 l S +434.48 231.45 m 434.48 237.83 l S +434.54 232.27 m 434.54 234.36 l S +436.40 233.45 m 436.40 234.78 l S +436.96 229.40 m 436.96 235.46 l S +437.11 233.47 m 437.11 236.92 l S +437.38 231.11 m 437.38 233.83 l S +438.74 231.49 m 438.74 235.22 l S +440.00 231.47 m 440.00 234.08 l S +441.29 227.30 m 441.29 233.27 l S +441.36 230.99 m 441.36 232.91 l S +442.51 228.46 m 442.51 232.71 l S +442.52 226.23 m 442.52 227.84 l S +443.80 228.20 m 443.80 232.53 l S +443.96 229.46 m 443.96 232.71 l S +445.17 229.50 m 445.17 231.15 l S +446.48 229.20 m 446.48 233.01 l S +446.50 226.73 m 446.50 228.98 l S +447.39 225.11 m 447.39 230.61 l S +449.07 225.79 m 449.07 229.24 l S +449.09 226.57 m 449.09 228.86 l S +449.63 226.23 m 449.63 231.93 l S +450.50 229.32 m 450.50 231.93 l S +452.23 225.63 m 452.23 231.17 l S +452.90 226.19 m 452.90 232.97 l S +453.11 226.91 m 453.11 229.56 l S +454.42 227.11 m 454.42 229.44 l S +455.30 227.84 m 455.30 229.60 l S +457.17 226.83 m 457.17 227.96 l S +458.04 222.50 m 458.04 231.21 l S +459.59 226.43 m 459.59 228.00 l S +460.40 225.01 m 460.40 230.42 l S +460.60 223.92 m 460.60 225.69 l S +460.67 226.39 m 460.67 233.05 l S +460.89 225.55 m 460.89 229.56 l S +462.20 226.17 m 462.20 227.70 l S +463.00 226.03 m 463.00 231.65 l S +463.08 226.11 m 463.08 227.92 l S +463.25 223.06 m 463.25 228.96 l S +463.38 227.32 m 463.38 230.36 l S +464.76 228.82 m 464.76 232.59 l S +465.61 227.90 m 465.61 229.70 l S +465.95 221.48 m 465.95 228.30 l S +465.99 226.65 m 465.99 229.42 l S +467.47 227.19 m 467.47 228.28 l S +467.83 225.53 m 467.83 231.07 l S +468.19 227.03 m 468.19 228.76 l S +468.38 228.20 m 468.38 229.80 l S +468.46 220.25 m 468.46 233.77 l S +468.55 226.43 m 468.55 229.40 l S +469.85 224.85 m 469.85 228.06 l S +470.77 227.23 m 470.77 235.02 l S +470.90 227.70 m 470.90 229.58 l S +471.00 228.18 m 471.00 229.98 l S +471.04 223.02 m 471.04 231.29 l S +471.21 228.40 m 471.21 231.09 l S +473.50 226.83 m 473.50 228.52 l S +473.67 225.03 m 473.67 231.01 l S +473.95 227.60 m 473.95 230.28 l S +475.61 225.55 m 475.61 231.01 l S +480.53 225.51 m 480.53 226.15 l S +481.39 224.99 m 481.39 226.75 l S +481.47 226.65 m 481.47 232.35 l S +482.90 224.07 m 482.90 226.43 l S +482.92 223.72 m 482.92 224.37 l S +483.75 218.15 m 483.75 226.33 l S +484.08 221.48 m 484.08 227.90 l S +485.37 225.55 m 485.37 228.16 l S +485.42 222.48 m 485.42 225.13 l S +485.67 224.61 m 485.67 225.09 l S +486.45 224.15 m 486.45 225.87 l S +486.84 222.20 m 486.84 224.89 l S +488.06 223.20 m 488.06 225.21 l S +489.11 221.04 m 489.11 222.80 l S +490.75 221.94 m 490.75 223.18 l S +491.65 220.64 m 491.65 222.48 l S +491.86 218.35 m 491.86 228.06 l S +495.97 220.01 m 495.97 221.02 l S +496.05 217.20 m 496.05 219.77 l S +496.73 215.30 m 496.73 223.60 l S +496.84 216.84 m 496.84 219.29 l S +497.07 213.37 m 497.07 224.29 l S +499.32 211.59 m 499.32 220.25 l S +499.45 216.18 m 499.45 217.95 l S +501.13 214.42 m 501.13 215.06 l S +502.04 216.30 m 502.04 218.19 l S +503.81 213.03 m 503.81 213.63 l S +506.43 210.63 m 506.43 211.39 l S +507.45 200.84 m 507.45 212.19 l S +509.62 205.59 m 509.62 215.22 l S +510.07 206.19 m 510.07 217.87 l S +510.19 210.48 m 510.19 214.74 l S +512.63 210.20 m 512.63 213.37 l S +512.64 208.48 m 512.64 218.31 l S +512.76 209.88 m 512.76 212.73 l S +514.11 216.76 m 514.11 219.21 l S +514.86 209.98 m 514.86 219.13 l S +515.28 214.22 m 515.28 223.60 l S +516.76 219.25 m 516.76 220.53 l S +517.87 209.48 m 517.87 230.06 l S +519.39 220.09 m 519.39 223.74 l S +522.87 218.67 m 522.87 221.32 l S +523.11 213.49 m 523.11 227.46 l S +524.34 214.76 m 524.34 217.37 l S +525.44 217.57 m 525.44 219.33 l S +525.57 212.09 m 525.57 217.35 l S +525.62 199.75 m 525.62 229.96 l S +528.22 210.65 m 528.22 216.02 l S +528.24 214.90 m 528.24 223.76 l S +529.64 208.72 m 529.64 212.49 l S +530.65 216.68 m 530.65 219.61 l S +530.86 216.78 m 530.86 223.68 l S +530.96 213.35 m 530.96 221.82 l S +532.95 213.29 m 532.95 222.16 l S +533.25 215.34 m 533.25 218.15 l S +533.44 212.07 m 533.44 230.32 l S +535.87 221.24 m 535.87 224.17 l S +536.03 225.79 m 536.03 234.58 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 217.18 m 52.42 217.18 l S +52.42 217.18 m 47.74 217.18 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 5.26 218.99 Tm (Johnson V) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 209.63 Tm (5386 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 207.15 m 55.02 227.21 l S +53.72 227.21 m 56.32 227.21 l S +53.72 207.15 m 56.32 207.15 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 214.45 Tm (=10%) Tj +ET +0.000 0.000 1.000 RG +86.62 184.31 m 86.62 187.62 l S +88.81 179.06 m 88.81 179.52 l S +91.36 181.17 m 91.36 182.08 l S +93.80 182.23 m 93.80 183.54 l S +96.45 185.45 m 96.45 185.97 l S +97.12 186.82 m 97.12 190.25 l S +99.13 186.02 m 99.13 186.88 l S +100.43 167.99 m 100.43 192.59 l S +101.35 178.20 m 101.35 194.36 l S +101.63 183.83 m 101.63 186.51 l S +104.22 186.08 m 104.22 186.71 l S +106.53 188.96 m 106.53 192.27 l S +106.77 189.53 m 106.77 190.16 l S +109.04 190.93 m 109.04 192.02 l S +109.14 186.31 m 109.14 189.79 l S +109.73 189.25 m 109.73 192.45 l S +111.83 188.65 m 111.83 190.36 l S +112.81 187.45 m 112.81 191.45 l S +117.55 189.62 m 117.55 192.93 l S +119.56 190.13 m 119.56 192.82 l S +120.45 187.28 m 120.45 191.28 l S +123.13 193.22 m 123.13 196.58 l S +125.84 189.28 m 125.84 193.22 l S +130.54 188.28 m 130.54 192.16 l S +132.70 188.14 m 132.70 188.48 l S +133.63 187.39 m 133.63 192.13 l S +135.37 184.85 m 135.37 186.62 l S +135.99 185.62 m 135.99 189.11 l S +136.90 180.12 m 136.90 195.53 l S +140.67 182.94 m 140.67 184.20 l S +141.18 185.02 m 141.18 188.51 l S +143.28 182.20 m 143.28 183.74 l S +146.37 179.49 m 146.37 185.31 l S +148.26 179.63 m 148.26 183.80 l S +148.32 178.63 m 148.32 179.49 l S +151.10 174.15 m 151.10 175.06 l S +151.67 177.12 m 151.67 185.91 l S +153.26 171.64 m 153.26 181.29 l S +153.54 173.18 m 153.54 173.98 l S +155.96 136.39 m 155.96 179.03 l S +161.46 162.25 m 161.46 162.82 l S +164.12 160.56 m 164.12 161.08 l S +166.29 160.59 m 166.29 161.28 l S +179.31 154.88 m 179.31 155.51 l S +181.70 159.08 m 181.70 159.71 l S +184.41 157.57 m 184.41 158.20 l S +185.17 155.08 m 185.17 160.05 l S +189.50 157.85 m 189.50 158.31 l S +192.08 161.14 m 192.08 161.53 l S +192.90 154.17 m 192.90 159.14 l S +194.67 161.14 m 194.67 161.59 l S +197.32 162.93 m 197.32 163.39 l S +198.26 160.42 m 198.26 164.93 l S +199.94 164.99 m 199.94 165.50 l S +200.63 164.10 m 200.63 168.38 l S +202.50 169.44 m 202.50 170.01 l S +211.27 187.56 m 211.27 193.33 l S +213.22 184.28 m 213.22 184.80 l S +213.49 187.59 m 213.49 193.02 l S +215.93 193.96 m 215.93 194.47 l S +218.34 188.62 m 218.34 196.33 l S +218.38 195.53 m 218.38 196.27 l S +220.84 198.04 m 220.84 198.84 l S +220.91 184.97 m 220.91 211.97 l S +221.25 191.19 m 221.25 196.33 l S +226.71 193.79 m 226.71 197.50 l S +229.73 193.82 m 229.73 197.93 l S +231.81 193.73 m 231.81 198.41 l S +234.40 194.70 m 234.40 198.52 l S +240.20 194.07 m 240.20 198.47 l S +240.68 194.96 m 240.68 214.88 l S +249.52 189.56 m 249.52 190.19 l S +250.60 189.45 m 250.60 193.39 l S +251.94 180.97 m 251.94 210.37 l S +251.99 191.93 m 251.99 192.50 l S +253.62 185.57 m 253.62 198.41 l S +257.80 186.08 m 257.80 190.25 l S +260.76 185.71 m 260.76 189.53 l S +261.59 184.08 m 261.59 195.33 l S +265.23 184.25 m 265.23 184.88 l S +268.31 183.11 m 268.31 187.91 l S +270.84 180.06 m 270.84 183.94 l S +273.51 180.91 m 273.51 186.45 l S +275.47 181.54 m 275.47 185.08 l S +275.58 184.45 m 275.58 185.20 l S +276.35 177.43 m 276.35 187.25 l S +277.71 188.31 m 277.71 192.93 l S +288.45 189.28 m 288.45 190.25 l S +289.11 188.68 m 289.11 192.50 l S +291.01 190.90 m 291.01 191.87 l S +293.57 192.05 m 293.57 192.62 l S +294.43 189.88 m 294.43 194.56 l S +295.89 186.71 m 295.89 193.33 l S +297.05 190.30 m 297.05 194.36 l S +299.46 189.91 m 299.46 196.64 l S +301.14 189.51 m 301.14 195.50 l S +301.51 196.07 m 301.51 196.70 l S +302.88 195.36 m 302.88 201.98 l S +306.67 197.04 m 306.67 197.95 l S +309.18 197.90 m 309.18 198.87 l S +311.52 180.97 m 311.52 204.20 l S +311.76 193.64 m 311.76 194.39 l S +312.71 190.82 m 312.71 195.33 l S +314.38 196.33 m 314.38 197.30 l S +315.21 190.73 m 315.21 195.07 l S +316.98 194.36 m 316.98 195.33 l S +319.46 191.73 m 319.46 192.59 l S +320.22 189.19 m 320.22 194.16 l S +322.07 193.93 m 322.07 194.84 l S +324.65 193.90 m 324.65 194.81 l S +327.34 193.30 m 327.34 194.04 l S +329.96 194.21 m 329.96 194.90 l S +332.35 192.22 m 332.35 192.79 l S +340.30 189.51 m 340.30 190.08 l S +342.84 189.62 m 342.84 190.02 l S +350.72 190.25 m 350.72 191.16 l S +353.27 189.08 m 353.27 190.22 l S +355.88 188.11 m 355.88 189.31 l S +366.27 196.07 m 366.27 197.04 l S +368.84 192.56 m 368.84 193.42 l S +374.07 192.59 m 374.07 193.67 l S +379.33 190.50 m 379.33 191.42 l S +381.86 191.33 m 381.86 192.13 l S +384.47 189.88 m 384.47 190.50 l S +387.01 193.22 m 387.01 194.36 l S +389.65 195.70 m 389.65 196.56 l S +392.26 195.41 m 392.26 196.61 l S +394.83 194.64 m 394.83 195.78 l S +399.99 194.41 m 399.99 195.56 l S +402.73 196.36 m 402.73 197.44 l S +405.20 197.53 m 405.20 198.61 l S +407.46 197.01 m 407.46 199.81 l S +407.82 197.90 m 407.82 198.92 l S +408.41 192.45 m 408.41 196.10 l S +410.42 199.21 m 410.42 200.24 l S +411.52 193.99 m 411.52 197.35 l S +413.03 200.84 m 413.03 201.64 l S +415.63 201.32 m 415.63 202.12 l S +418.41 207.52 m 418.41 208.20 l S +420.39 211.11 m 420.39 214.99 l S +423.39 207.86 m 423.39 208.77 l S +426.02 209.83 m 426.02 210.97 l S +428.60 207.57 m 428.60 208.77 l S +431.24 209.83 m 431.24 210.97 l S +433.52 192.62 m 433.52 212.71 l S +433.78 203.38 m 433.78 204.58 l S +436.40 202.58 m 436.40 203.78 l S +439.01 199.98 m 439.01 201.24 l S +441.63 197.87 m 441.63 199.01 l S +444.22 196.27 m 444.22 197.58 l S +446.80 195.33 m 446.80 196.53 l S +449.51 197.04 m 449.51 198.30 l S +452.01 194.44 m 452.01 195.47 l S +454.60 194.56 m 454.60 195.64 l S +457.20 193.76 m 457.20 194.96 l S +461.99 186.42 m 461.99 206.80 l S +467.46 188.59 m 467.46 206.29 l S +472.86 196.30 m 472.86 197.27 l S +475.03 194.19 m 475.03 198.92 l S +477.55 192.33 m 477.55 196.67 l S +478.01 196.21 m 478.01 197.41 l S +483.26 194.39 m 483.26 195.53 l S +492.22 172.61 m 492.22 194.30 l S +517.02 186.48 m 517.02 187.74 l S +522.22 184.63 m 522.22 185.94 l S +524.82 189.08 m 524.82 190.16 l S +527.43 185.54 m 527.43 186.62 l S +530.02 185.74 m 530.02 186.82 l S +532.62 186.19 m 532.62 187.51 l S +533.42 188.51 m 533.42 193.99 l S +535.22 186.65 m 535.22 187.85 l S +535.87 189.02 m 535.87 194.56 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 184.13 m 52.42 184.13 l S +52.42 184.13 m 47.74 184.13 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 16.38 185.93 Tm (SDSS r) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 176.57 Tm (6288 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 176.99 m 55.02 191.26 l S +53.72 191.26 m 56.32 191.26 l S +53.72 176.99 m 56.32 176.99 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 181.39 Tm (=5%) Tj +ET +1.000 0.000 0.000 RG +83.05 139.31 m 83.05 148.17 l S +83.19 144.00 m 83.19 144.89 l S +85.69 146.69 m 85.69 156.70 l S +88.32 146.71 m 88.32 155.57 l S +96.12 140.59 m 96.12 150.02 l S +98.62 150.44 m 98.62 152.32 l S +101.17 155.44 m 101.17 156.96 l S +103.60 155.13 m 103.60 156.23 l S +106.27 152.27 m 106.27 153.36 l S +109.03 152.21 m 109.03 155.71 l S +111.57 156.15 m 111.57 157.03 l S +127.25 159.04 m 127.25 159.82 l S +129.81 156.36 m 129.81 157.56 l S +132.22 155.44 m 132.22 156.54 l S +132.40 151.04 m 132.40 157.87 l S +147.84 141.22 m 147.84 142.83 l S +160.83 132.28 m 160.83 133.58 l S +166.01 123.60 m 166.01 124.48 l S +172.27 120.68 m 172.27 124.17 l S +176.39 121.49 m 176.39 122.79 l S +185.42 127.33 m 185.42 130.24 l S +202.36 139.83 m 202.36 141.14 l S +202.82 130.69 m 202.82 139.76 l S +204.99 145.07 m 204.99 145.91 l S +205.34 134.62 m 205.34 144.06 l S +207.24 146.58 m 207.24 147.63 l S +208.81 145.46 m 208.81 148.33 l S +210.53 136.58 m 210.53 146.69 l S +213.00 154.17 m 213.00 163.55 l S +213.78 150.65 m 213.78 152.42 l S +215.40 154.87 m 215.40 156.17 l S +220.59 160.63 m 220.59 161.72 l S +225.76 170.38 m 225.76 178.66 l S +231.07 169.86 m 231.07 170.74 l S +231.25 169.18 m 231.25 177.10 l S +235.95 171.26 m 235.95 172.51 l S +236.61 169.05 m 236.61 177.75 l S +239.05 166.10 m 239.05 177.41 l S +241.33 168.97 m 241.33 170.69 l S +243.79 166.96 m 243.79 168.32 l S +246.42 162.66 m 246.42 163.91 l S +249.16 159.48 m 249.16 160.42 l S +250.35 157.89 m 250.35 159.77 l S +254.15 161.57 m 254.15 162.56 l S +257.00 154.43 m 257.00 155.57 l S +257.23 151.98 m 257.23 160.47 l S +258.15 154.01 m 258.15 155.68 l S +270.00 144.37 m 270.00 150.78 l S +275.40 148.85 m 275.40 154.90 l S +277.43 153.23 m 277.43 154.43 l S +298.86 161.15 m 298.86 169.54 l S +309.99 155.31 m 309.99 157.09 l S +312.54 158.18 m 312.54 160.16 l S +315.26 158.86 m 315.26 160.53 l S +324.72 155.52 m 324.72 165.69 l S +335.13 156.83 m 335.13 162.51 l S +343.71 157.19 m 343.71 158.65 l S +346.38 151.41 m 346.38 153.23 l S +353.42 146.53 m 353.42 152.89 l S +358.11 158.47 m 358.11 162.43 l S +358.55 145.54 m 358.55 154.82 l S +359.34 156.23 m 359.34 158.00 l S +361.93 158.39 m 361.93 160.16 l S +363.46 157.32 m 363.46 168.89 l S +364.30 158.47 m 364.30 160.24 l S +366.32 156.07 m 366.32 166.60 l S +367.14 158.94 m 367.14 160.55 l S +368.84 159.93 m 368.84 160.86 l S +371.26 158.44 m 371.26 168.34 l S +371.26 158.39 m 371.26 159.64 l S +371.36 156.51 m 371.36 160.21 l S +373.51 158.08 m 373.51 161.93 l S +373.81 159.82 m 373.81 161.59 l S +376.57 159.56 m 376.57 160.71 l S +377.59 158.52 m 377.59 160.14 l S +379.27 153.07 m 379.27 164.80 l S +381.81 150.88 m 381.81 158.91 l S +384.29 152.08 m 384.29 159.22 l S +387.87 154.82 m 387.87 157.16 l S +392.01 157.76 m 392.01 159.69 l S +394.61 160.58 m 394.61 162.04 l S +398.42 160.63 m 398.42 162.30 l S +401.00 160.94 m 401.00 162.61 l S +403.41 159.95 m 403.41 161.78 l S +405.20 160.68 m 405.20 163.86 l S +410.37 167.95 m 410.37 169.05 l S +410.45 158.91 m 410.45 165.43 l S +412.92 175.15 m 412.92 182.29 l S +414.05 171.29 m 414.05 173.43 l S +415.68 164.93 m 415.68 170.82 l S +419.27 175.56 m 419.27 178.38 l S +421.66 178.72 m 421.66 181.27 l S +423.17 172.67 m 423.17 174.29 l S +423.41 172.33 m 423.41 178.79 l S +425.87 173.43 m 425.87 174.16 l S +428.53 173.01 m 428.53 179.26 l S +428.53 174.57 m 428.53 176.55 l S +431.22 174.52 m 431.22 176.40 l S +431.29 172.51 m 431.29 183.77 l S +436.35 170.22 m 436.35 171.37 l S +437.37 165.48 m 437.37 167.51 l S +440.05 165.16 m 440.05 167.67 l S +441.37 167.07 m 441.37 168.63 l S +446.52 157.87 m 446.52 159.85 l S +446.98 160.08 m 446.98 168.37 l S +449.10 159.85 m 449.10 161.72 l S +450.45 162.38 m 450.45 164.15 l S +453.12 163.11 m 453.12 164.88 l S +454.44 160.14 m 454.44 162.22 l S +457.12 163.68 m 457.12 164.98 l S +459.61 161.83 m 459.61 163.08 l S +460.89 157.76 m 460.89 161.10 l S +462.21 161.41 m 462.21 162.66 l S +463.43 162.56 m 463.43 164.64 l S +465.99 162.64 m 465.99 164.57 l S +467.42 162.64 m 467.42 163.89 l S +468.54 160.89 m 468.54 162.72 l S +471.22 163.97 m 471.22 165.89 l S +473.94 163.03 m 473.94 166.57 l S +480.54 161.93 m 480.54 163.34 l S +482.93 160.32 m 482.93 160.89 l S +485.68 159.17 m 485.68 159.95 l S +486.83 160.34 m 486.83 162.53 l S +490.76 153.05 m 490.76 153.57 l S +495.98 153.88 m 495.98 154.51 l S +501.14 150.55 m 501.14 151.69 l S +503.82 149.37 m 503.82 150.10 l S +506.40 146.43 m 506.40 147.05 l S +510.19 142.54 m 510.19 144.53 l S +511.45 143.07 m 511.45 146.61 l S +512.76 145.80 m 512.76 148.20 l S +514.08 146.06 m 514.08 147.26 l S +516.77 150.36 m 516.77 151.41 l S +519.44 154.04 m 519.44 155.60 l S +525.74 155.65 m 525.74 157.37 l S +530.95 156.25 m 530.95 157.71 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 151.07 m 52.42 151.07 l S +52.42 151.07 m 47.74 151.07 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 4.82 152.87 Tm (Johnson R) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 143.51 Tm (6499 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 144.55 m 55.02 157.58 l S +53.72 157.58 m 56.32 157.58 l S +53.72 144.55 m 56.32 144.55 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 148.33 Tm (=5%) Tj +ET +0.000 0.000 1.000 RG +86.63 118.23 m 86.63 119.91 l S +88.81 114.80 m 88.81 115.60 l S +91.36 115.94 m 91.36 116.75 l S +93.80 119.40 m 93.80 120.21 l S +96.45 120.31 m 96.45 121.32 l S +97.12 121.18 m 97.12 123.81 l S +99.13 120.85 m 99.13 121.92 l S +101.63 122.33 m 101.63 124.88 l S +104.22 121.45 m 104.22 124.28 l S +106.76 124.61 m 106.76 125.02 l S +109.04 124.55 m 109.04 125.55 l S +109.73 121.18 m 109.73 125.29 l S +111.83 127.13 m 111.83 128.08 l S +112.82 124.41 m 112.82 128.58 l S +115.07 127.10 m 115.07 129.12 l S +117.56 127.30 m 117.56 129.66 l S +119.56 128.65 m 119.56 130.39 l S +120.46 128.88 m 120.46 131.24 l S +123.13 128.55 m 123.13 131.44 l S +125.85 129.22 m 125.85 132.65 l S +130.54 123.94 m 130.54 127.10 l S +132.70 123.67 m 132.70 125.22 l S +133.63 123.50 m 133.63 127.60 l S +135.37 123.40 m 135.37 124.14 l S +135.99 122.76 m 135.99 125.18 l S +140.66 118.06 m 140.66 120.88 l S +141.18 121.39 m 141.18 124.01 l S +143.28 119.70 m 143.28 120.04 l S +146.37 117.05 m 146.37 120.14 l S +148.32 118.09 m 148.32 118.97 l S +151.10 114.70 m 151.10 115.44 l S +151.68 113.79 m 151.68 120.31 l S +153.26 113.02 m 153.26 119.40 l S +153.54 111.07 m 153.54 111.80 l S +155.97 103.80 m 155.97 111.60 l S +158.80 104.98 m 158.80 105.85 l S +161.46 100.71 m 161.46 101.38 l S +164.12 94.06 m 164.12 94.59 l S +166.29 96.64 m 166.29 97.52 l S +168.76 85.85 m 168.76 92.31 l S +176.81 90.76 m 176.81 97.96 l S +179.31 96.21 m 179.31 96.81 l S +181.70 91.70 m 181.70 92.44 l S +184.42 94.29 m 184.42 94.96 l S +185.18 90.53 m 185.18 94.69 l S +186.89 95.53 m 186.89 96.07 l S +189.50 95.06 m 189.50 95.53 l S +192.08 95.57 m 192.08 96.04 l S +192.88 93.15 m 192.88 96.38 l S +194.67 98.86 m 194.67 99.40 l S +197.32 97.75 m 197.32 98.22 l S +198.26 99.33 m 198.26 102.56 l S +199.94 103.94 m 199.94 104.54 l S +200.63 104.71 m 200.63 108.07 l S +202.50 109.86 m 202.50 110.46 l S +211.27 119.13 m 211.27 126.19 l S +213.22 120.44 m 213.22 121.12 l S +213.50 119.44 m 213.50 125.69 l S +218.35 125.79 m 218.35 130.09 l S +220.84 131.10 m 220.84 131.91 l S +221.25 128.24 m 221.25 133.69 l S +226.72 132.31 m 226.72 135.54 l S +229.77 132.65 m 229.77 140.65 l S +231.81 133.66 m 231.81 138.77 l S +234.41 137.19 m 234.41 140.82 l S +240.21 137.25 m 240.21 141.69 l S +241.76 140.45 m 241.76 141.39 l S +244.35 137.15 m 244.35 138.09 l S +246.90 134.33 m 246.90 135.34 l S +250.60 125.08 m 250.60 132.08 l S +251.99 127.54 m 251.99 128.14 l S +253.62 127.34 m 253.62 135.61 l S +254.45 126.19 m 254.45 129.02 l S +254.69 129.49 m 254.69 134.73 l S +257.80 126.43 m 257.80 130.33 l S +260.77 125.59 m 260.77 127.87 l S +261.60 121.28 m 261.60 126.80 l S +268.31 120.58 m 268.31 122.86 l S +270.83 119.87 m 270.83 122.16 l S +273.52 120.11 m 273.52 123.00 l S +275.48 121.89 m 275.48 123.84 l S +275.59 121.39 m 275.59 122.19 l S +276.35 119.23 m 276.35 121.92 l S +277.72 117.22 m 277.72 119.77 l S +288.45 124.44 m 288.45 125.39 l S +289.11 123.23 m 289.11 126.60 l S +291.01 123.67 m 291.01 124.61 l S +293.58 125.82 m 293.58 126.36 l S +294.43 125.89 m 294.43 130.73 l S +295.90 126.63 m 295.90 130.53 l S +297.12 126.70 m 297.12 131.34 l S +299.46 126.23 m 299.46 134.36 l S +301.14 129.86 m 301.14 133.55 l S +301.51 132.04 m 301.51 132.65 l S +302.89 130.53 m 302.89 137.86 l S +303.89 132.34 m 303.89 132.88 l S +306.67 132.14 m 306.67 133.02 l S +309.18 131.50 m 309.18 132.45 l S +311.52 130.33 m 311.52 133.55 l S +311.76 130.73 m 311.76 131.47 l S +312.71 126.63 m 312.71 131.20 l S +314.38 130.23 m 314.38 131.17 l S +315.21 128.04 m 315.21 132.28 l S +316.98 130.19 m 316.98 131.13 l S +319.46 127.57 m 319.46 128.51 l S +320.22 126.06 m 320.22 131.37 l S +322.07 126.93 m 322.07 127.87 l S +324.65 127.71 m 324.65 128.65 l S +327.34 128.18 m 327.34 128.98 l S +329.96 128.88 m 329.96 129.62 l S +332.35 128.01 m 332.35 128.55 l S +340.30 126.29 m 340.30 126.90 l S +345.36 124.07 m 345.36 124.55 l S +348.12 124.95 m 348.12 125.76 l S +350.72 127.10 m 350.72 128.11 l S +353.28 124.98 m 353.28 125.92 l S +355.88 126.06 m 355.88 127.20 l S +358.49 127.57 m 358.49 128.71 l S +361.08 127.64 m 361.08 128.78 l S +363.67 129.22 m 363.67 130.29 l S +366.28 127.84 m 366.28 128.71 l S +368.84 126.93 m 368.84 127.74 l S +371.46 127.60 m 371.46 128.28 l S +374.08 128.21 m 374.08 129.22 l S +379.33 126.87 m 379.33 128.08 l S +381.86 125.29 m 381.86 126.02 l S +384.47 127.57 m 384.47 128.44 l S +387.02 128.14 m 387.02 129.15 l S +389.66 128.48 m 389.66 129.42 l S +392.26 129.02 m 392.26 130.02 l S +394.83 128.68 m 394.83 129.76 l S +397.46 129.66 m 397.46 130.60 l S +399.99 129.29 m 399.99 130.50 l S +405.20 131.13 m 405.20 132.28 l S +407.47 133.52 m 407.47 135.40 l S +407.82 132.34 m 407.82 133.35 l S +408.42 131.44 m 408.42 135.34 l S +410.42 132.82 m 410.42 133.76 l S +411.53 132.11 m 411.53 135.34 l S +413.03 137.89 m 413.03 138.77 l S +415.27 136.51 m 415.27 138.26 l S +415.64 139.13 m 415.64 140.01 l S +418.42 139.37 m 418.42 140.11 l S +420.40 140.51 m 420.40 142.66 l S +423.39 142.46 m 423.39 143.27 l S +426.02 145.56 m 426.02 146.63 l S +428.61 144.28 m 428.61 145.42 l S +430.97 145.12 m 430.97 148.68 l S +431.24 146.33 m 431.24 147.54 l S +433.79 141.19 m 433.79 142.40 l S +436.40 139.91 m 436.40 140.98 l S +439.01 139.17 m 439.01 140.31 l S +441.64 138.26 m 441.64 139.34 l S +444.22 137.05 m 444.22 138.33 l S +446.80 130.29 m 446.80 131.44 l S +449.51 132.21 m 449.51 133.29 l S +452.01 133.52 m 452.01 134.66 l S +454.60 135.44 m 454.60 136.45 l S +457.20 132.85 m 457.20 133.92 l S +467.47 132.18 m 467.47 134.93 l S +472.86 133.66 m 472.86 134.66 l S +475.04 131.67 m 475.04 134.70 l S +477.56 130.23 m 477.56 133.12 l S +478.01 132.71 m 478.01 133.79 l S +483.26 130.13 m 483.26 131.27 l S +488.44 125.65 m 488.44 126.53 l S +491.02 123.47 m 491.02 124.07 l S +492.23 122.60 m 492.23 127.30 l S +495.88 126.02 m 495.88 128.11 l S +517.03 121.28 m 517.03 122.49 l S +522.23 120.11 m 522.23 121.45 l S +524.82 122.53 m 524.82 123.47 l S +527.43 119.91 m 527.43 121.12 l S +530.03 119.60 m 530.03 120.75 l S +532.63 124.04 m 532.63 125.39 l S +533.43 118.73 m 533.43 124.98 l S +535.23 121.25 m 535.23 122.46 l S +535.88 118.49 m 535.88 124.88 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 118.01 m 52.42 118.01 l S +52.42 118.01 m 47.74 118.01 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.27 119.82 Tm (SDSS i) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 110.46 Tm (7667 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 109.60 m 55.02 126.41 l S +53.72 126.41 m 56.32 126.41 l S +53.72 109.60 m 56.32 109.60 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 115.27 Tm (=5%) Tj +ET +1.000 0.000 0.000 RG +83.05 84.48 m 83.05 93.71 l S +83.12 83.29 m 83.12 85.82 l S +85.70 82.25 m 85.70 93.41 l S +88.32 74.96 m 88.32 86.64 l S +98.63 92.26 m 98.63 94.79 l S +101.19 94.30 m 101.19 96.61 l S +103.61 88.43 m 103.61 90.29 l S +106.29 87.20 m 106.29 89.06 l S +109.05 90.55 m 109.05 92.78 l S +111.58 93.45 m 111.58 95.01 l S +127.27 97.36 m 127.27 101.30 l S +129.83 96.80 m 129.83 98.66 l S +132.24 92.63 m 132.24 94.42 l S +135.16 82.36 m 135.16 92.78 l S +142.62 87.83 m 142.62 89.54 l S +147.85 82.77 m 147.85 85.08 l S +160.85 67.33 m 160.85 69.41 l S +165.99 56.80 m 165.99 58.74 l S +169.04 49.77 m 169.04 62.27 l S +174.25 50.59 m 174.25 71.20 l S +176.41 57.73 m 176.41 59.89 l S +176.79 50.78 m 176.79 68.26 l S +179.44 51.30 m 179.44 67.37 l S +182.02 53.19 m 182.02 67.78 l S +184.50 50.96 m 184.50 64.65 l S +189.54 56.88 m 189.54 58.44 l S +202.59 76.00 m 202.59 77.41 l S +205.01 80.58 m 205.01 81.92 l S +205.35 66.29 m 205.35 79.83 l S +207.25 75.81 m 207.25 77.60 l S +207.98 67.63 m 207.98 78.94 l S +210.53 83.07 m 210.53 91.40 l S +213.00 90.92 m 213.00 100.67 l S +215.42 92.07 m 215.42 93.78 l S +220.60 100.03 m 220.60 101.67 l S +225.76 104.61 m 225.76 114.43 l S +228.41 104.87 m 228.41 112.31 l S +231.09 106.95 m 231.09 108.29 l S +231.25 101.34 m 231.25 109.15 l S +235.96 109.19 m 235.96 110.97 l S +241.34 109.11 m 241.34 111.34 l S +243.81 106.69 m 243.81 108.78 l S +246.43 103.90 m 246.43 105.32 l S +249.18 98.14 m 249.18 101.41 l S +254.17 100.89 m 254.17 102.90 l S +257.02 95.27 m 257.02 97.21 l S +267.44 76.30 m 267.44 89.02 l S +269.99 79.57 m 269.99 94.45 l S +274.88 90.10 m 274.88 91.37 l S +275.41 82.29 m 275.41 90.55 l S +277.45 89.32 m 277.45 91.18 l S +298.87 98.51 m 298.87 108.55 l S +324.72 98.88 m 324.72 108.48 l S +348.22 89.99 m 348.22 103.38 l S +363.47 96.24 m 363.47 104.80 l S +366.19 98.92 m 366.19 104.20 l S +366.33 99.66 m 366.33 110.30 l S +368.85 94.83 m 368.85 95.94 l S +371.28 93.93 m 371.28 95.42 l S +373.83 96.35 m 373.83 98.43 l S +376.59 95.79 m 376.59 96.76 l S +392.03 96.95 m 392.03 99.33 l S +394.63 97.65 m 394.63 99.29 l S +405.12 99.55 m 405.12 100.82 l S +410.30 102.16 m 410.30 104.09 l S +410.45 94.04 m 410.45 103.42 l S +412.92 107.07 m 412.92 120.68 l S +415.68 98.06 m 415.68 108.78 l S +418.01 107.36 m 418.01 108.48 l S +423.19 108.29 m 423.19 109.93 l S +423.41 108.00 m 423.41 116.11 l S +425.89 108.33 m 425.89 109.15 l S +426.00 102.16 m 426.00 114.43 l S +428.53 103.38 m 428.53 110.38 l S +428.55 111.16 m 428.55 111.98 l S +431.10 111.16 m 431.10 112.05 l S +436.36 106.99 m 436.36 108.48 l S +441.39 105.06 m 441.39 106.99 l S +446.53 96.31 m 446.53 98.92 l S +449.12 96.39 m 449.12 98.70 l S +454.45 97.13 m 454.45 99.96 l S +454.62 103.46 m 454.62 111.94 l S +457.27 96.43 m 457.27 108.63 l S +459.62 97.13 m 459.62 98.77 l S +462.23 97.47 m 462.23 99.03 l S +462.45 94.75 m 462.45 107.77 l S +467.44 98.06 m 467.44 99.70 l S +480.57 98.58 m 480.57 100.15 l S +482.94 95.79 m 482.94 96.76 l S +485.69 95.16 m 485.69 95.83 l S +490.75 82.66 m 490.75 87.65 l S +496.00 90.96 m 496.00 92.37 l S +501.16 88.69 m 501.16 89.65 l S +503.84 83.29 m 503.84 86.12 l S +506.42 81.73 m 506.42 84.04 l S +514.10 83.66 m 514.10 85.23 l S +516.79 86.27 m 516.79 87.61 l S +519.50 88.20 m 519.50 89.47 l S +Q q +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 84.95 m 52.42 84.95 l S +52.42 84.95 m 47.74 84.95 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 8.37 86.76 Tm (Johnson I) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 77.40 Tm (8909 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +1.000 0.000 0.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 75.65 m 55.02 94.25 l S +53.72 94.25 m 56.32 94.25 l S +53.72 75.65 m 56.32 75.65 l S +BT +1.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 82.21 Tm (=5%) Tj +ET +0.000 0.000 1.000 RG +86.63 47.26 m 86.63 52.36 l S +88.37 44.75 m 88.37 55.17 l S +88.81 48.11 m 88.81 48.91 l S +91.36 49.01 m 91.36 50.81 l S +93.80 52.87 m 93.80 54.27 l S +95.22 52.82 m 95.22 62.43 l S +96.45 51.26 m 96.45 53.87 l S +97.13 53.62 m 97.13 61.33 l S +99.13 53.62 m 99.13 54.52 l S +101.35 45.30 m 101.35 67.04 l S +101.63 52.67 m 101.63 53.97 l S +103.08 52.11 m 103.08 61.93 l S +104.22 54.77 m 104.22 58.58 l S +106.53 61.68 m 106.53 68.39 l S +106.76 59.33 m 106.76 60.23 l S +109.04 55.62 m 109.04 58.12 l S +109.14 51.41 m 109.14 65.74 l S +109.74 53.32 m 109.74 59.43 l S +111.83 57.42 m 111.83 58.33 l S +112.82 53.52 m 112.82 62.63 l S +115.07 57.87 m 115.07 62.78 l S +117.56 59.08 m 117.56 65.09 l S +119.57 62.08 m 119.57 68.89 l S +120.46 57.87 m 120.46 64.19 l S +123.14 63.73 m 123.14 70.35 l S +125.85 55.87 m 125.85 64.89 l S +130.54 55.52 m 130.54 64.14 l S +132.70 57.72 m 132.70 59.33 l S +133.63 55.67 m 133.63 65.49 l S +135.37 55.82 m 135.37 57.12 l S +135.99 56.97 m 135.99 62.28 l S +139.49 44.35 m 139.49 54.07 l S +140.66 53.22 m 140.66 54.22 l S +141.19 49.31 m 141.19 55.12 l S +143.28 52.56 m 143.28 53.87 l S +144.73 42.30 m 144.73 58.12 l S +146.37 52.21 m 146.37 59.23 l S +148.27 41.85 m 148.27 52.26 l S +148.32 49.01 m 148.32 50.31 l S +151.10 46.55 m 151.10 47.76 l S +151.69 41.04 m 151.69 52.16 l S +153.27 36.69 m 153.27 48.31 l S +153.54 43.85 m 153.54 45.15 l S +155.97 0.00 m 155.97 63.03 l S +158.80 38.59 m 158.80 39.99 l S +161.46 34.78 m 161.46 35.99 l S +164.12 30.58 m 164.12 31.98 l S +166.29 29.17 m 166.29 30.58 l S +173.06 23.01 m 173.06 33.63 l S +175.61 21.26 m 175.61 34.38 l S +176.81 17.20 m 176.81 29.12 l S +179.31 30.63 m 179.31 31.83 l S +181.70 25.57 m 181.70 26.77 l S +184.42 25.02 m 184.42 26.22 l S +185.18 18.00 m 185.18 27.92 l S +189.51 30.53 m 189.51 31.83 l S +192.08 31.83 m 192.08 33.03 l S +192.91 21.66 m 192.91 30.28 l S +194.67 29.02 m 194.67 30.22 l S +197.32 33.23 m 197.32 34.43 l S +198.27 32.43 m 198.27 45.55 l S +199.94 35.78 m 199.94 36.99 l S +200.64 33.98 m 200.64 43.00 l S +202.50 38.64 m 202.50 39.84 l S +210.64 48.76 m 210.64 50.06 l S +211.28 48.76 m 211.28 61.48 l S +213.23 50.41 m 213.23 51.71 l S +213.50 51.71 m 213.50 62.33 l S +218.39 63.58 m 218.39 64.99 l S +220.84 65.89 m 220.84 67.29 l S +221.26 62.28 m 221.26 71.60 l S +226.77 65.59 m 226.77 72.00 l S +231.82 68.34 m 231.82 76.66 l S +234.41 69.85 m 234.41 76.06 l S +240.21 66.59 m 240.21 73.70 l S +241.77 77.06 m 241.77 78.66 l S +244.35 75.36 m 244.35 76.96 l S +246.90 69.65 m 246.90 71.35 l S +249.52 66.54 m 249.52 67.74 l S +250.60 58.48 m 250.60 70.50 l S +251.99 67.69 m 251.99 68.89 l S +257.81 59.38 m 257.81 67.69 l S +260.77 59.43 m 260.77 64.04 l S +268.32 51.66 m 268.32 57.17 l S +270.83 48.76 m 270.83 54.47 l S +272.87 58.12 m 272.87 67.64 l S +273.52 53.27 m 273.52 59.68 l S +275.46 48.91 m 275.46 59.03 l S +275.59 53.57 m 275.59 54.87 l S +276.34 54.37 m 276.34 63.18 l S +282.07 43.90 m 282.07 53.12 l S +288.45 59.68 m 288.45 61.28 l S +289.12 55.87 m 289.12 62.28 l S +290.14 54.77 m 290.14 69.09 l S +291.01 56.97 m 291.01 58.58 l S +292.72 56.92 m 292.72 68.84 l S +293.58 59.13 m 293.58 60.53 l S +294.44 57.12 m 294.44 65.54 l S +295.90 55.57 m 295.90 67.09 l S +297.12 57.82 m 297.12 66.24 l S +299.47 56.02 m 299.47 69.34 l S +301.15 58.53 m 301.15 69.45 l S +301.51 66.24 m 301.51 67.44 l S +306.67 64.89 m 306.67 66.39 l S +309.19 62.73 m 309.19 64.34 l S +311.52 49.11 m 311.52 72.95 l S +311.76 64.09 m 311.76 65.59 l S +312.71 57.82 m 312.71 65.04 l S +314.38 62.93 m 314.38 64.44 l S +315.21 59.53 m 315.21 67.04 l S +316.98 62.63 m 316.98 64.24 l S +319.46 55.62 m 319.46 57.02 l S +320.22 57.62 m 320.22 66.84 l S +322.07 60.18 m 322.07 61.58 l S +324.65 58.53 m 324.65 60.23 l S +327.34 63.58 m 327.34 64.79 l S +329.96 59.68 m 329.96 60.78 l S +332.36 55.02 m 332.36 56.32 l S +340.30 58.28 m 340.30 59.38 l S +345.36 60.83 m 345.36 62.13 l S +348.13 58.68 m 348.13 59.98 l S +350.72 56.07 m 350.72 57.67 l S +353.28 57.12 m 353.28 58.63 l S +355.89 58.73 m 355.89 60.43 l S +358.49 57.87 m 358.49 59.58 l S +361.08 60.18 m 361.08 61.98 l S +363.67 62.38 m 363.67 63.99 l S +366.28 60.93 m 366.28 62.33 l S +368.84 60.03 m 368.84 61.43 l S +371.47 60.73 m 371.47 61.93 l S +374.08 58.93 m 374.08 60.53 l S +379.33 58.23 m 379.33 59.83 l S +381.86 56.22 m 381.86 58.02 l S +384.47 57.57 m 384.47 59.08 l S +387.02 59.83 m 387.02 61.33 l S +389.66 58.98 m 389.66 60.58 l S +392.26 59.38 m 392.26 61.08 l S +394.84 62.73 m 394.84 64.34 l S +397.46 62.38 m 397.46 63.99 l S +399.99 58.73 m 399.99 60.63 l S +402.73 59.58 m 402.73 61.18 l S +405.20 62.78 m 405.20 64.69 l S +407.48 62.78 m 407.48 72.90 l S +407.82 64.09 m 407.82 65.79 l S +408.43 60.33 m 408.43 68.44 l S +410.42 60.48 m 410.42 62.38 l S +411.54 64.84 m 411.54 71.55 l S +413.04 68.24 m 413.04 69.85 l S +415.28 65.74 m 415.28 72.25 l S +415.64 70.35 m 415.64 71.85 l S +418.42 74.75 m 418.42 76.26 l S +420.41 70.65 m 420.41 78.06 l S +423.39 75.56 m 423.39 77.26 l S +426.02 79.86 m 426.02 81.77 l S +428.61 78.91 m 428.61 80.82 l S +430.98 68.64 m 430.98 78.96 l S +431.25 79.71 m 431.25 81.42 l S +433.54 65.09 m 433.54 87.83 l S +433.79 74.35 m 433.79 76.26 l S +436.40 72.55 m 436.40 74.55 l S +439.01 72.25 m 439.01 73.95 l S +441.64 70.25 m 441.64 71.75 l S +444.22 68.69 m 444.22 70.40 l S +446.80 64.89 m 446.80 66.69 l S +449.51 63.84 m 449.51 65.54 l S +452.01 66.44 m 452.01 67.94 l S +457.21 60.68 m 457.21 62.48 l S +462.01 50.41 m 462.01 77.76 l S +463.36 58.12 m 463.36 68.04 l S +467.48 58.02 m 467.48 74.25 l S +472.86 61.93 m 472.86 63.43 l S +475.05 61.08 m 475.05 72.00 l S +477.57 59.78 m 477.57 69.60 l S +478.01 68.14 m 478.01 69.95 l S +483.27 62.48 m 483.27 64.39 l S +491.02 60.43 m 491.02 62.13 l S +495.89 46.00 m 495.89 68.54 l S +517.03 51.41 m 517.03 53.32 l S +522.23 56.82 m 522.23 59.03 l S +524.83 55.97 m 524.83 57.67 l S +527.43 56.52 m 527.43 58.73 l S +530.03 57.62 m 530.03 59.63 l S +532.63 49.36 m 532.63 51.46 l S +533.44 47.76 m 533.44 58.28 l S +535.23 56.27 m 535.23 58.17 l S +535.89 48.16 m 535.89 59.38 l S +Q q +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +52.42 51.89 m 52.42 51.89 l S +52.42 51.89 m 47.74 51.89 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 15.05 53.70 Tm (SDSS z) Tj +ET +BT +/F2 1 Tf 8.00 0.00 -0.00 8.00 17.70 44.34 Tm (9163 A) Tj +ET +Q q 52.42 19.66 485.71 626.47 re W n +0.000 0.000 1.000 RG +0.75 w +[] 0 d +1 J +1 j +10.00 M +55.02 39.37 m 55.02 64.41 l S +53.72 64.41 m 56.32 64.41 l S +53.72 39.37 m 56.32 39.37 l S +BT +0.000 0.000 1.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 56.32 49.15 Tm (=5%) Tj +ET +Q q +BT +0.000 0.000 0.000 rg +/F2 1 Tf 8.00 0.00 -0.00 8.00 55.42 5.62 Tm (Scale) Tj +ET +Q +endstream +endobj +7 0 obj +140235 +endobj +3 0 obj +<< +/Type /Pages +/Kids [ +5 0 R +] +/Count 1 +/MediaBox [0 0 540 648] +>> +endobj +4 0 obj +<< +/ProcSet [/PDF /Text] +/Font <> +/ExtGState << >> +>> +endobj +8 0 obj +<< +/Type /Encoding +/BaseEncoding /WinAnsiEncoding +/Differences [ 45/minus ] +>> +endobj +9 0 obj << +/Type /Font +/Subtype /Type1 +/Name /F2 +/BaseFont /Helvetica +/Encoding 8 0 R +>> endobj +xref +0 10 +0000000000 65535 f +0000000021 00000 n +0000000163 00000 n +0000140602 00000 n +0000140685 00000 n +0000000212 00000 n +0000000292 00000 n +0000140580 00000 n +0000140766 00000 n +0000140860 00000 n +trailer +<< +/Size 10 +/Info 1 0 R +/Root 2 0 R +>> +startxref +140956 +%%EOF diff --git a/lag/report/ngc5548.png b/lag/report/ngc5548.png new file mode 100644 index 0000000000000000000000000000000000000000..43d48e1b45279f4b95d1699447a064f60d3a88b1 GIT binary patch literal 2205471 zcmV)CK*GO?P)0ssI2Ly2X600004XF*Lt006O% z3;baP00001b5ch_0Itp)=>Px#AY({UO#lFTCIA3{ga82g0001h=l}q9FaQARU;qF* zm;eA5aGbhPJOBUy24YJ`L;(K){{a7>y{D4^000SaNLh0L002k;002k;M#*bF004jh zNklk*7hw+<9zt_ zYmGPLKg702+gI7FUx9yvzw(?h#(wE{t(>cEuQoJowR~(=Q~p>x;_6m7zVXcr1XWeF zO4S0*Z962`LQhx%WYR`rW?lwr!w5u210dRGonhDSH4@3)`o)6t%=1w>-(TtbW?1ua zN9odbEju1(bS9w?!l6KhuNDe$&Ky-EUM{5Oai`M_ix-qw%PPSIs9Z3$>S6a{QSzVNBe%byt=2G%P;Wn?VHo)oJj4hn=CV%$NA;DKj!7WY}N3Zj-o6T zW7ens+sOX*6K7~vne5uexWCmS#$yKO+h1p1dz_+gR?$AZ5)@*6|TPAX;Z@OP=aQOEK&1c>m=^ z=H=kKyW<-E^8MQXa{re&J4Tx}kL{jOp}oyZ>DQg;3&(5^T@l-bqv_)ets>CnJAljy zjj(#(|M}9^g?G%`dd!iV+0PbVzT5Awy8jSMRbOv&RNs2vQ24Ol{<-Jtdi(nR`F&*T z(>I@<_AaszM3^F~ndoK9;9F0tV?7p*7K@m<@=KycE45>lMQpDfzQ%k!>i?SK9qYaE z5tynh$;``1r!+?nA)>v4mrB?CX|pZQ)BFScW$E{AYbl$#+!}zYvSPrxTv;Q`2w*u? zu)SE&cJqUmln7^8M%W($-6N_kAH(-9jHt zKYTy8gcqc|B(JmHEq~earQN72ag`(t0M1v#^@V>&Dd*bv{g}0)eU#WQ>VL#3KeA}q z-5dLwZH%Mk1#O;fG_OxQ=V7<{Iexg?FO{IKrq_gLp3&4d`)cd+{Pgb=0z4^ zYwP#N!!!Dv|{hWM-|k%Ab>S@=-C|vT4~!j8(_~ zTD)pI`1)TN-+a9B@mieVy`m9^&4a@q|Fmz%rG20tSs~k| z*Tl?MwC_J$#`Md7Jv$Cu-Trdj`>pJ_kGv~noiq5|?W-G>ea2YITAS--vljbV{jt8S zPZ4+8N7bTj)~@9kdc1$q3!>d;eY;_q@7LO|hxD?3D}TH2FFLoQxA`UwnzdDPZe-(TMH$A5@5+Q0qV4`;o# z&$rcuyR+Rl*0}%ee+j)@|EK@QWZ!zPIHy_I171&;Iar{9$OJn`cdCqN=4O`kQJO-VosP7X zsH!sgW_$DI=k3ILkRRIP^&czxV|;u4;=<=~`e0$S?bDUW*1XpE%kS%$_j9TETKrPh{F41z z{%^MxbM2)I5$+W{gUkB;-_C7+>!0?+ep`?CAAN6l{rmU(Y<`UyWBPO_Guyy5TKvWj z%lhf{zS~k=;qiXPnX_%yUetWz=Jma=wH?hK@!Mba@_nfTy%T=>?&r6+(84Lcj(RqMek(ncZr=I(RO z2{PD;O5Cn(eg5Qk@c;Pw51m6fT4Hm0X$`CyRX@J{^tbPiitXB6w|9wn{qe!er$7F` z1&j81Ix6r;J&yg;m;dm+|GlC7aT{NMuc5fWFMW_|iF4c6b~V6{GjRAP#TVZH-!E-% z2mQoLyEyb1M zoKbKBbK8_FyziNsqPe@%EWCYrE)UOr58D?0XMx8&^RK zYf2^Q*#x6jt+Pr{7CeH{o4s9%UlRl4d-6mo#|8BUE9iHS<|PbpqQl~>F-t8oXR18V zg5f30(eY- z=4wd;JyokBwF+=RhAFUED(KANI9o(ovst+YMn<@qtxl*=lt>W<(uB%P(P)cs0+OVX z689SlTeFo(Wk6oq+;0Px1&M-c)v{Gmp-dzINJ%n`230MSB3!Y_y%!b#O&}iTV`g{F$`6Js_$fffh}w90Nf{85wy=aB4?hkM1%VZ zU$Gr=FD`O1ioVmj(4fdQmp&8^*@vtunOG`+^g6<3b9tdK!b=rnjkcYh2)0#wRcP&F zGUwUYV3JLeRF>wPxyD+%oQ4^t$Yuo&S-HhDOratzy- zx9ev<)))to(G8UGG0w+kuP&=1(M5xTWmPb?65JdDRnVl2!n*7T%^C}bayZ%1DlIt) zhgo>QOiM^GdDUa)iCSdAgaEyjJ7!9fWHJC+lXA+d{x$8IF2xBvG^>_0rBGFog!CMa z34{?Ufpkw3U{qP1z@&ANSrjF~2t%6ih)}mti@c)@$g;4ewa+rKN^FO_+~jOTLC0ER zsd>3lHJb6&KmYznF-@oCYEtKFqMOxDpvGCoGpnqMMH}lrn1lygN3*QCR&h!s?A5Rv z{``fkGM8D8h>P3RxzEZmB_1==c*)E&SJqg}vS-g(w#Py)q~)qA7cTG)8}kpY)5Kig zhP`8R!@>Dp^(rQ-KzJ6EsEN|MPO;R$VoeQYTASTFT(U}@bH!XsPKHH19%q#R(u`zg zR-tCLb+@P-kCw{lFVh@2jNS=iYulzr^MJpZ{?N+u#1!{(5a?thMwGoC`E-X4UpxOHSL`9%i{R z3cDH1D=L~|H>}?8eJl!3`MJ8IA2 z$J;+(J+{O8ajxx78}OlKQ7bhvYp8}>dB=9G*yB@|?{cr+BO_{~tSDt?rx{tE zvP$NRJY)Jif9vZk94sSnZSp+x<7~Yf9Ew^<3B-ab)7FXe96m+(*1c`r%#6Br)O4^X zVpff@o7I?Om=I@uWoCn=RWEupL?%bQhdidJj4_njc>E&pGMWVU6&u^B9NCU(1|W(n+t*m1nLk zAL1z&008o+W=8n9^?BNyC6RCyYk20AFIPFt07=D(RXJu^dRMeZGS)H*BcqOpE|rL) zfGk)ksw&)DGjk~69@ZkU##wBwHQyAmYAM^}*iN={rF#{YBRmX@=;lFq-?z2$F&@b? zbFDRGOjI+6RBKgL8cCEB=3LMzSTV~%hfp);A_=#&C2Be7;ntQAnUs+PNziD5XR1Li zrU1zcDpf61Z1FbM12q$XDq*xu+qPfKj=`B#l@#QF$!aM7+!%`H#u6x+RgKD7DR+`| zcRbI>kNa-R&0t12n$yTkth+_?Eo#&(Nhk{ixQ^0k+@iaTecxpHfNduoF?BJj$mOcm z7Z`0bJ`Xd7>Y@>_s5QdOB+)ZW+F%@o874qN34(y2$q2G~8dNKb35+9`bN8(iKVTR# z%f6Qe@-wm_0%&wtGNhn_Il!p|3r$Yvx$IoD@{$3p^ktpC3@{6zssOoJI#iO&cjuty z!j#J*Th2riWPm6Gf+eMBo>d@NX&j_ODO9TBJc8_`r%=mO#_GuwEDZ$_G$)PT)Xyxr zNmOY`eU|9kdI%z#sS_=@I$#N$*2RSl{o@B`cEi=f%%vxJKPLqrbuGZ4L z3S4O03$79KJD%@wIbvH0*voPtDjlE$s=ygl*D9^V@D>&UU29!S`!)>x1wPRpg^`F{ zknD_{*Fac1fzk+8Vms%v%R=A`w3Jo$JlX`qR5s-TF+Ls z@j)yXQbj;qPr32!92N<)MJ=mko@NClruz#PxvbUZBe`zT+Mvvl->j7pG1u6{T zHD}f0v#1s@l69K3!M}l5v<(fwqM(#djz&ILsX*bmf2Yb+aw}_chruds9n3U;TPjr* zMI=ZdN#5G-d&^phL$ZL3y~Q>zXRF2Og_^BZgu!3S3>sP^RJ%VFPIT{|F8uXQI2J4v zl_e0%IBwVOG&#?ii{)6(B80($aqD)u$eE8~vD1;)5mwL)WcILklm5w^G79&0cj26pSvtC(N`@G=7-RTlC* zJbeq>n^v2vvRw4??yFK(86_@CESN}+N&s|oH$3MPQmWedZlF6WF;UL}h!~1LP#5aL z^$DvJWjNSQpAT0z7|Kz3paRWe08)S4~s~ z&dzGSpu@||sOBo<%t9i(UtcDxY7Wkg=5UHccIFvZ+gOX|3b~r^ws3rZeDb^K<{hz3 zaFk0|smZ=scvZp3tddd~l$r_&&=HQHpi&ojrooWiY9q)|wq|pEotEUZJTN1Z8NLo5 zW4+Y4x}COth_La}Vz!stW5b1sQ8$dUKR&t^X5}e=arKrB=9g=GxvwL~JAJ>_o3q$I zikaRDFNrm>Vl1=n1)Pg!9o&jp>A!#Tqqsk6RE%S@=$Fgpy?%=A`_0}5bZ#2kV+`fj z&-*`p_)2LUb1e&BiJL2}E(2wPL#XhR3+bUv0>-J3uD@gJdn{r-Nv zk3Bs)Jni*SlMlLtNg0!1(VZQBtN51^@o+) zIp^Znas8gAHQ!i2Xy(29ZQtgqS{V~8o~FGJCNC7RXtfz26Lz1~tb&T?N>`dK$5kJZ zX6xe9>`*MU=9}++yN#R1;f&4W3YaRL3Ul|figeq^b7T{4@`qUUQyux|`*>?k7LJIin^^OM*uSEpxog zMb(l93N&Xhv(`|1!LrC~2|Ei%UdS5yuuTrLQ!FsMUlusC%A2``l*d%So0Zuzw*3Wj z9g++%47moxl?u!x9h__27$SBRDy^()o@!3u z_VL^PII#vR-5bn?Y^_H4%RuDLbx%W&eb_DK6nrrKO)tvL|(4=fi_jAz0 zo%1oTvwBa8S*uotTTqyq{@9|En=LxMwOSl=-g=!DCGjjFYu1EyqhIn5jHOy7qRdkr z%QXvc#Z@c@ge)x+E7n;TqI-WGkCiwsTf=;`c}KiSBQ<~&02tWKLMWq=zDo26_O)*H z0L@HfE-zeJns;Ay$^1@BaKVedEWq$2s;qAatvVD2i_)k9gv|o0=A2a}_esfV=CP!M zX^8~~8&xw^%h22a)LJC~t);h>%SRalQmMq|ZVAU?BT}d`0#=fslyZ4|CZ=F?6>FBk z9NwIFp;jg3qJd4y%wteyUJzkU*D9@Zk6n0*nhRWRMl)pqhH>~-K@%XFJY+cqtU&^B zv5Gd`@1}u_gOlY~CqU)n*=4KWw z`l?wZob7T|t*Jo?fJqTyJ>bV${5a^b-D$>T3Jt( z`?|*#X0PY(w`?3fPxG4LE7YtU!r8`bA?BE3`rhPO)HS zJ}|`!WRYQzVHk5vHJ+`59%(L+u+~sD`#L!`WfzH@rnPLLx^KA@_+W zBQ346RhcX&5Hu%Ml_M#*w~@aqtF)f48WETYLCDPXg1NECOp_Y*?8VSnA;P_)r4eCP z1o5W~_-FUKP#0Aq%0l5lIfmmjB=7@Kz%)S5v6ix=)E;oRQGTxi)T5e>D8KEC+p1Bz zxmKw!U8Z4WH@*kYh7!>%9F*=aUD=dQWiRnuZ5$5%m%p@)q_;H+A}bqZbHKJ?tQOT; zK?RZ?t<4I-iUyRe)w1ZBT&Yx{L~2lpL_~M*>83z6mCSn3YnhVbeOXnLOcEtGxxv)s z&0ZqkmJUyJ^-Z6(wu=7`MKT;T1_VLHdg;by2v&8NRF-ncuny4JE@tkaCJMFIYI_4< z0!RUT4qpM*!=`}-7eUHWPIzW>?XG}m6(#~3P{e7Z6@e(3o)SGl{|8z%9Z?UhoMNR{ z?7=CU%6nnK#MtPeQKPQL4T=zH*|D02uzIvbn^-Gn<|4^x43BHgu`1KKqYRbMaDO!Z zXkKaSn7yXS5LsLK>`hAeFwdlAMpY=Wxj%=|l$1hhfpDi602Ynr70du@5j%XONo~fC z1m-=oI`#SQm~Zvh4^5r({=WYUzRvsS!u39X`LQ3D=WHoH1kQ6F z_n(jZal<|4nd#%<36Hk-{d_<3vDSGQlJv9UfK?(AdnxBMDz=SQX{KPrOJ!RtX0tjH zSZ9w*ZHMY*RVzKVmANjt_8#@Qf7>oEceU^9WsK&QT>`sgk9U=} z>{cwH1st}8Z_6HMH*a>ioj4yiUvSxi_pD=XQbWWz7%B&};@hfCQs1nf-ol$12yn^s_gn zZ$qbYR;h(ZGdfU}%)H?8*cwGKgHY|XI<9Zhdsf?YFEgq2AB+V z1?0J2p6j-hb9%wx*38X>pL3P!=Db-Cm-!?5`^An&n=8!KH-+aMu+e~*{-qkmoNFzd z+179_1d0eVx|9y%0N}CDn<3~Q>uk5qd-GzYilE%zSj*oGFDNN;MblW+ijLK zS5cYN@}fJfdp@{Il`7b*@+Z!SrY#G``DDCuFdpGd-Q2r6+jOc zwfw2W2p{ZDcM>Jqa>&Ynt->F@Mn^lj&t;?FU9$H&;B1}l;V3WIoH=QJzHF{~ zvWezqCPR7x6Hrx-DJxi0m?)GIG!-o&31JSf7OaZTwyVMfRPw37=m3+E)*Hoh&4SQ4 z^YlC`;RaX-tkkpCa&O&LCZHqMEY&brIocLAWtK*gl&r-ibB2IY3h5|w<&s7;uKB|JkC?+gIh$y2ybjz&CyT*P9}s@e4rfYCNBy;Wvl#&63}hsI#E@{ zgs-L0SSEPkDM#efEGS{_0K&q<3|2Cf1N%BBvhbV>sM1kcRC)W1`JmvmvR*lJ6xg^e zX4LYMdviF~B4BR2{?xkv)bv!U%4nZ8eT}rbwU%xLsZt^;1))k>Lz-@6f@6?jK~Gyu zmz;7T_r6j}!xQQTm$A7cjW8%GpB+>I1+&_tR>7Q`tCVx08TQQqKonW363J45;QoSK zoC`<@ZkA4xX|^QgaBmTPae>TSmuiz<2C=B()H2DfbqAgTd_pNL$e=|MFk6lq@Uk*u zBb(i4Z@u}Z8a0+A-?&VEkYtb&GYg=WifPI=(3ZontQ_=GOgtV3+G#QDTwCTwbh(w? z^Y?CjYdxVnKju1mW+TSOXE(;y3{1_MGAg2WeKmc|QMESIh0Cl)_}OdWAZeGORLR90 zUUM5YCT4&_lG7<-$$BP*f<(|snYTclyWfqzDyuT&s5GiOQ>+YE^MdOHL50NA_GZlt ztO^vTG}5(3+s+;+dN*}2QNrA^uW%M9(8&fFRDco}XeE0k>nP+3*!LRG3Ly8OX+3xE2DDPuvIsx(IsAdxgdmB5nH@M*1G)`cZo0SDmJ z^MY1F$&6-}ZkfugA_UZvGLez)%q6kpWD*4NoOV3h+94T22FX_WSet;0_N8sXA)PrB zZOrYItx7i;swz@jmY3b%Z~BvJHOff2pq#VF+hlZC;{+>uu8j*?z`npV5@3m|s%khH zr}%hI?`qRimjr|=mpqrUwPmm0((tn4_Bs~!!$Wl+60sySD zY{^$y$&LQm87`L@9m^o5uPya~PI#-K?RwX6@xg`uKq_3*^QC4iPi|xMh zrOs=M$EP1xK2-PcWe%;08Ol>I83C%wRuv)V4AK^ANdg=&JSUf?j9#<>hqtPd*#?WK z>xX@KGA6XvdVJhhAothn%fL2B`i7>)v3WM~qF<@M9QJux_RF_VYxL{o`=^(2)%@FS zlrHWIb$f4@YkzCrv1ST_v&@%~w5D)rtkW#ai~?qwNps>n>jY5EU=dQw%HvEN^V1*W z{mt%M-zOIQetkV_e43>wL-qp0Eux+~B_`YFDbDGSj(EsQi*D1RAHmhSw6TN^Q?Iy8 zd>q#?_xqx9)_gRRp)X#nxz<_J33nq6!d#=1x7XN4wO?)@+s*TQnL2;!HLm?_HyyF= zHml8i$>CaSzgGRpnxz4*GL>mtuT2dVuuOaw-qsqL*Y|nN>q}iZ>U`XX4V8C`*T?od zpnWc>Zd-l5xYPUq_2E`~_hyi?YKB3`pMI^c|GYl_(#FkyIC*{V7~Wbt_p50+X6WoD zplTk-)ay=Ptd{5xoohU}47Gh+_se;Y>-n6H0K|4)0p?eT}^2t-D=%n z5$@PfUMXRY$~CKovw>krWGcr(lClzlAQi2s8M00Ua1<*o`|I*;=2(S`;c~r{o~Jqj zsOQ1ZU=^#z(_BP8k$F_XW$l=&icS%;+hgP7Wt)mGzqs6?XH{ORX%w~SHzPttW1(km z&;@AA-_6XLDU4(K5Y!NF#nKwYFeo!sGvzZq{Mlud6|_p84hjT{N;8k=yfLvP(YR#b zrMH4onYqeE+OmzDun9bX*m~4lYhj+pYHnd>7Pbn2 zd~;*}IL>YFBG&Pk=L&Sneb&_H@?23Bkg;XBC~B=~#K_Ya`=v|s9H%*Yyf|^ptm5_c zwY4^n6Xs=1Mb(-HlHM+vICYkDuGw%Ww&@9#v)KGld2bQH($3^SEZc0qh03(dvYa^{>#n@(8mmRj|Q2uCkv=?S2lg)gZD1H4%cWfj~j zqD;MD3pr#~#c67d-BwtRni(JgJ+EeeO4w8i2~ncK9E1ZvaV6g6qgdquKv;mW7u8^` zFd+vV-l#=uW^Ud<)yhh$D%Y44x6R!Ql{vE#GDEm`wvn7Q=b%+{BE*3zi-t9kXx+_t zW`c$usBW~dm!fGUN&<^LI~P!i22$k%hLu_sU#aHxVpwKe807=DERN=I6*cBa_y%sk zC2*XDXC9T2G+LTJ+XT2a`dxs;mSkc#>ctGebWrBjv?|Ru*6`tIQrw%R|LtRTWa1X{|-3)|#v| zGg(^6j6(t)(SSdD*rK11rK_+i*V84p7K#)!Iz+G&kY*y$BYM~EZW38wfmM*n3P9|J zQ!Bm7P-3G&w8WnV(oQba*H0(jHE(mYAzVDSp!sMW}=IN2%;*tWvv*n6jm**Qwvz~g<1E$)AooYO3JfV z_I3wKYNb{4h#HOXuzoI(UENCOIyv5954VT$J4+yyJL(lFlfouLmyu9XQGl)KbD7Di zqJZ?sKw+7$h-7T}Ze_+w&a4!Zgj#zY4>Ox9GevKt3l?Y(Gn7F+P)*D06pZDEH(7KN zHeK{u5VSa3AIre%P3hS-&^vascaV!-V3S8xC>Axdx^V+nL1lu0WedxLD2tLCSe~Xb zukfi7Xdz6gmarhuh+HTwSy^NM>@bv7!dO1kYo6OeIOb`3fGOXKRVY9tU^E(p4yv@K ziY!sK;OVwpPhZfP&jFUn(54|lH@6BDQ8Ys_VcJ?tG%aaislZCE;*#DnqZqZ8d6BA8 znpUNRo^UW|Y*92g^5pYF%w+~Dh#l5d69o9*-$5BfLYJKFG?*LSmO*u5jnLXgxLkyT z`>M#~Dm{-oMl1TL$ZV6UtXbFP5|b!bg*~jQA}jX$2W)y=Yrz?nOGbz_Pc%n5=Zq|7 zR;@e6-nq=4x5#;hFSsoy%{)BJI716eVsQxz=O~rYY04985Z;1LYqT)JnH_4TS{g%8 z>Kp82&`q$ba4?d!BubX5KY0erGVQk%tt2ZrtQkQqt*x~O+N?fAubEgfGc#48gsPnD zsa2R6fb3qYP%;%!4y7eZ38dY_AMST2r7sd;cRDJQE+ZU~La9Sr);YCKTGVDpm>CCj z8{W%W0&FVO!dWs}Qw=Dg7DCVpQG&pMbD$Q}n{Dove&m{u+FDvJr5BoPr!7M`F>iP2 z1Ge?+Uzge#e@qDxruE#@Yefz{-=Ka^;jGEUti*{xBmCHx4+(Uf5+=scDDDoc)uvlrd}5 z{(8I>^WR?QzVtThzI(eLpH9xV*Y=UiHhE8IY5BTsRZY5+J=$gK zC}gf2r?W22e)CK97hGPjS*hiH<*{R3;_r9723{hEmiDtn<=E$}I;Wk|ifomxBx+)w zx9ug_!9b78oILN3&3M1L<%zp0BlqULBJOoQzTWqWeiW?EfM(qr)AAD-Rd4{$LqgE# z0%1!zZCr03`^v}b-8D_ydD#|Ut?it>BZO``K^0eSea);TFGVRcg#_yD_5()1JvFf2 z?EF#c)BGLj;S6cbgn)|1=rJTaPnnOVBU(0dZbz~`J{+* zVOnkAOZeA-iEV0=yEG?9DcPC;oUt|6TTMOI@1Bg+A8lDz_hy}=&4KAg>xT9Z+D2ju zQ}cOX?v=Jbu{Ih(H-<$wY;1e}1E`2HN<%f@E8me{(SHc7ZCcEVm8Qi?BDMX@6_#nL zvSn_bj9lOM%8S=aLMzO16R7W-ZLb?R?T<~_D8S37G>^G85#J|FKc zS_55}%Vs7aU{;nqD+wn9M%Y-I(Hfm)DS1|j9^O1WMR?M4Yk@RNZ$Ssg$5CqBwjN!! zS=Fjp5jH=lB54Lw)tZ7(t6ndeOKzG&x#l`G)6ESE!=wNV;tZV4PT~{K;xw8&R$`93 zSi;dbAVF|N70i#%sZZ4{`X z$*0f4!{{TmR;6YLAls$2ur(fQl$E(znbTHqN>vr4mkVK0Re9#};_yzhSi{cqVGRj^ zv!Ge9g({c&X^f&*S(bAakna)Qd5XkdFm2IGpYW-jfxj*YqSXmEZ`7YI}wZK*p zrAa#jylc5>DFcu+#|lkUfGT5IO=MvqVzaE&&>Lcu&t*mQMU)bcwlEt;toE6B*X7Y+N`%8@1kSrqbjINv6uGQ?**yLJBSh z*p+8%{nC}zjAh}cqs+=1!p2E#w_0kV!=q$|t)U!qDtsw3muty%@3uRxCs#Q^f9~v_ zgkYueRbED0;Rrto6ff|yA(JeLFqq|2sI}m#%BKxlWMX+e4O3Nr_Vk@@r~#W|RmfPC zW6bev%0%yM+<(#{#$ClF2x@N5#wCg-D={lU(lOS<46Qq;(yV2Go8ac@HETVCr68IN zqC8Yax;4gA6CM*`(Oy)Id_n;Z?f_vUAN)XmnX9-s2 zTB26TVr#YqW`ZR;jb;St?gp$dEHM{rdM%(dQ|keohAT5_5p=4NDh=Rw*;zKThTz;> zi|)4aB;U+zp~gA|lW1*o>xG04sAS^P_((>c(wtk5GmqTc z3d5p~T$(4aMUBFg5goqMQ1Zvr^)gB*+sQ@~I2ML!4#w$oI?GD=OiK#0?e;piyS#LC zA2dJ5UTobT6AXrXjNp(I$t&3wZZMGxx@97bG@3Q#F@+@zx${!i%i7s`*1__?Mh&kI zH&B{Yr!BB#2F&q%)BTSrCbw z)$Rw^8EbY;028qg$n6Xj5_)!zMG3|t>aj1Dr0N^mg#;|z+SJ@ekvVGL7icCb;nXpW7EG8O2Zp&HWqGwKlX@ znGOF6Kg43bok4X_WtCBtUPp(YCaqDh{>|MxV7R zXi`5XR9u8A5>c6s(fXu?2=c291O^UfJN5sysbE6kg z%9>BMCDy_*75^aI;VZgt_KLU|65AtIRr!MIIaG6{L9BV}uqZPp78Y64XE7t)%O2@M zdZoBZ4Zs>1G?qETh4#!XDLtCI(`6=+lx2`lA_*#cI@v)pm5uU4aTR2h2mr2Rt-b11 zyrtn#1l=jeg6`1A*?vl}sP0~MUzte&jrB*Bc{$PL&0vcV+w^le6z0aBX7pO9;x;qr zi!F6E?cwQoK({_JZKR{j(k{TeOqEOH!{%UBJX0F83~<8%6#o=U{5ha^Kf`#td*-tu zNu1Jit5t>>-9%djJ-=8`UbaV$34#5yu>y0ar9{tRzJ%S@3gz5u|D^6tGZv}-g^5mhyrcZ?Ob*VL;$8|ktZVp z^}c^hue7MwBpHU-F`PTsYy2U05%#eVjji zt(*vpaWT&Gvp-GHGW8I0?`VWV!a(0Wb)^aW9eRDHzDH|tn zJUp%coa6}jtX9QYS&t#U9H+UwcS)5Ab5hZLe*MqF$)sGl-hpLZzBn!lOn;P3Rpn?k zkyUB>2($)I3f`BuQ;X&7)0#c4b65-Ks^j@s98g4k7Gfs zQDtUkp`5EUt&#xY-B?wcvs7RmFE1MF875g{R#p}I-jBZcjH47{R$HJil8ZNJ!sOmi zHgmxq-ljdasyUJJDQL`F9liW8moSRFHN7g9}w!YJ2;@CHG z&r%kP13s5YXj?^+Yn9b(lU7Qz@=dxU4H+tfz#_6JJ^b8QHU6+XU5&mr1|J9g?kW<7 z5SRsMl&ZmDmSBotYhhs%`6#YNnsH^V+o1P$T=CHOhd&G+KwtK>y9+aY^0d~pMlxYw z5KWb19(zSIJUIivNP%8B;(!z0*<-YZDav~3yjF3g6+l#QnbF$T{BhZHcWj3vx(0ziIX>&c`n>(uo!?I4Kg;mvXhXL}G z1wc<=xlg(Y$TAc5;v4uq*Yq5rdP>uS6Yjy*{AnY@6OBdz0<0}q*;=udbE4)N%0f7v z;en%8d3rn;OZXN1L|>{g9}9tYdCk=3SO=_o?3Y?c9uIIKuMw|iVHThRZYFo5C5v-> zhd1B%vQ}laDzdxYmOmsi0GOEr?2Mm4u zE`48z;zTRRrMb3B;1||m7^d{2?#mNlusPq@0T{m#2SlBCYPqwq(!p< z0SPK?AqWF1N6P3)8=mO`Go31fE$MNXVC(ch505e|_f-xwk8VzA8?)A9_RIG<;Zn0k zznDpQpy|ASKK*_6iI}JpbR-RN`?NH)3CCs&dU>E1e6s;$GdBdhvW!9RuzjUu0-pRm z1oPO@+Pfy?!=;`uuB`11~btl6hr58MTj#!>CemJ<*_~Hbi)R%c{;4w z{_Jr8&?I9yQ$b&)QaWgVt_&7P7$wF1;5=K729Oj@%?gI5Rm*BEW^+2NKou-MxmTf9 z^-5GN<^*RYSu~S};AI?zQ9>~V37OP02?J(;9T+6sdVtWhoW34bs`g@*#U&KXNJ}Xz zFB4HFV5z1{RJKaX%f}!>WlIG^w1~zcYu+hq2IUN^FfJ>Yduve^Rra*JOEYuUBCq7~ zEUKu0QQV3f@C*1f-CJdvHL{sGd}UUZC$Fo;s5^pcs-um-(bWq3%vM^h&d%n(jx`B{ zg&EHz&9`{>GiPCzmD;MlXhkf?jxkp%Ct8Iai|KUQi(8qkO09Z^2xkj4TgRv*5RiK+ zEV7!^l8TB%DHrAl5X948D*{j7jL^hJdTZaAT+$qCtr9$7W5r|6%l}^UzgfInH1c!d zlA30tn@zIHijn-&GwC3plXfGn$yd;V+mbJfNim{gDFhU<0@}TkcF9#9!~3~9)rkc@eMA_*s8NmMsqd9;`(Uw(L7#Uh1c5YYVD)t zZ0oXHzrNv({ks?P>SyzQ*k)#6&pb(s)>^YvE@iH1CXegZ_dh=JV#kjCL$-75`|H=d z_g}(UY4Gc4m!sj>`rO)&w@0F^GG!Y#7nl8mSfrPi#Odfe|;D394@%;AFH&xk;K3@(z z&a2^y7A2d>73pu&`VpV~_2++Be~jY~aKezYBs8~tQM|<({z+62azdiaf_9p;VK$`KQX-s1 zOlqQhWh=C_d$XEACTfX`senan=hVnmQiP$L9ySqTB@m!V5CD6gTBSG!u>q`H(2RuD zPH`-w!Che_B!?*iv0e7A&Uro)K1j$>7VSt^HL6VK#n#nVM&2uz%u59!WLC9JGcz>* zzBJ%c*sPqXF!R_{@6uW;H(a)D8>_0eu*;9fdCqfawk~!rrc^LA6Kst-VrJHIAev;4 z=s!LttXYrH8mN4Urdsz{a~!R2*G`Rht)uDiLLQIU*bIqvt}!MevTrZPof~{(KJxB{ zaBk?h&osc-EI~8-GOya?wEh8e04G4$zqu_W+Csor-{{u)ZY0VoXTd2L&CNc%=;S!D z&}=v3)!KO~`yC+IXimDZsPzo+HFE$;5sV0ebBtp#%&lajbk2y3wOQIXD+aA#l&Z4E zGA&HUOCv=z54R@X2+gr@h1~F`MOOAa6ALHG9Zsk@+>tqpOLkm(Da8VW2^5;aH^Z@> zyQ2qawsKY$K?Z1m8O>-^T0+Rg3bimA;V!T=mug|*z?oJIcQY&Is-ZeGqQZ$LL7=yA z?{nNyB^gvCdJ8B}Ofm90jRY`6eubI*!7kZpCn_rLWcKXA$R z`UYL*?ZCQky~d|kEnx~XvC>tpMdT@1_vn$xTnkG9?`*S$YCTH^ia9NC>HT_Yf>Znu zk9y*Tt3i%-G0iwXdR2J47l&W$<#UaUm9KM79k*>D*yNwszOF0Q;W}IcPC18pF+Qh+ zk+ZXYjEJRQX5Pa4co{-VU8D|~)k)k9GcRu!&~Jx5rm;=>jc%8h*R!pf6O*yrjVMb& zIc3Zf z?C(F`KQ*|$eP7#g&dXBdWzLEJA!?Y8<;Q)m!&FHoe!87^kBfBBe$ zm7Zu!+F735VVC`zxqaX4BTPgjc;K8muiIA0q#52?zV)nFf0*7sY`f>srSrOyg;@k>w3w(e-|Oo*%$Go zI&S@cYV+Rm?%SLlrM|80lH1wWF^}RDm6^@k-d>Q9e^&j`@zLqXe%4y?j&1RM=cShs zW3`!HI0L6c{c}5id%V3k|NT$DJ%!C!!1Yh7NjZ@C}In-yDazP4Q7(0&kN>JHj=x;+kmdu;z9=D)erlu>2r$h~TZ z+WRG4-+Bzh+u%>)!zSh`9EET-X7;Zes_JGfuq}KZ!fo(d4Bfzt6eqxUuXN( zBFO8fzx{pDt6i#fmN>_Td2zdkBS+_K#9DPbJ?*V+pZ5B@$`Za5NlP;U3B4UZdi$4# z59SxB&G@z~3vbzdL@d9(j&Gmuh#Bvf%eU9*>o1hqIokQY>)?L<)<1vs*SdUrwRp>q zc>G?c20k73dJx;;Xcx7Ygf#A#`SlIouN;58{6$3mskzd!c{WS_!{ggW$M6d9X#9TB z4EDsQKThAhe3nmlf4cL!?HHHdjvPNd_%>fYD%<6_{t(~4*B`l^$2KNd%l5&S92cG+ z`Q@~&`i$E5BclE@Jyrjg$EV-=dF4B@j&{9U`{*ODitnw4_k%r$@3ZaLia3>TN7iNN zB`3K?bnSboj_>pGk@>@I-5G54W901;A3XQ>9|$)-BeoW~i0LdImv1k;P<~pUmv*9J ztd~ONnaZjvkk-LoXe$5l_~n0p>iZLgDa3^!w{jizYw)@NWzWHB&JCDxcinX?LS?aj(e)S*z_>H@_<~_|vD7T}% z9MN9}&it*mk8Bv&)xL1shvt_*{x-%StX-~Z?N)gp5%JUG_Fegax7e@jE?cf__UZoK z(r4@E7O!Xh@P0qr`OBBW8vXviZX>$=M_1xK1^4%tx9^+#cz?a$_v~N$xtMe9eqOd3X15VG@bme49p}SU zO^RIIts9l=ewEgXB=9Cld0|m}|8nw!tM;w6hBL9UB2Lp6uDL3$O}0cte{tK+`?>tv zZ*R4jKYh>FGtPEd>g_@G|5Ww4>~qDa{+lp4zhM0Q_;T|?OSFQmLaC|>`uq&1jizU6 z&d3n=e)+?Py;#Po$0NSibzV)M#2xXAN3W{K8Ww67OPuFwW_*VmGgkTg$52CzkE|L_nRWJiZz}pm1+);czpfDd(K))a!Kqn6;nl zHb?F8^JVjM{GE|G&LA3X4o%VGTJT4FzwSTNK8TS-PLoqemPp)^z8*}G_KA4T=U~h^_TtS^Vj-sFZ_(d+TN>;`|b8JF4whx zT+h(xS~bpN3H{UBKiwvO^#4e+#aQK~FzyY_;HEp28p{Zn-q&M#?Vnyv(zo*quf1Kq z=VQd|t+Y;mygubp3&N4YT*#EI`(^(D_QT^GWsl3gf;Aqa>&M6X)we0P#LFr_^=KFD z^M8E5OSWxSntu23%f3c0)cVqUf7JYjS#SHc?{S}YJI&|X{9DiA_;T3WANfdqf9rdH z6gacOcNc8rE@+(pm5Ke$U%qU)?Dof|Qh&WG`f=Gb8&<_}w7G0}W>0*WKW4Ulmp8c? zS#xZAw@SZ_{VaD@_Y>7tZsG@*;Kkj11FZ7YdZ6;yK3%|9qmT2r|Nn{lyDdqUsEjUF}^hitz8<8X1-n(4t{&<&vK{A5PBo0*Ep=7pUe=51VLgh#l# zsmR{n_maEa@5}6g-?|BnY$TGmskpsX-}9pz7cMLOCd8^*XWe~0;qmrfy|3r*Zky)M znt$iN|9@(`)!Z-)>bL#%cJB9;KW?m=E9cn@^L+dHR)~*ZKEC+h@AXPAMUTK^Y<||q z@87@8|C!jkKdPV2l5MhkVfy*B(TF8xX6eL04BY?r_PlZ1`mw~r6zKQ!b$^||j)Hwn zeHG~AxQ%DjtIs+cFF}ucA+VVZ^y_y5lU}x!-DGz#u3ZW8@cVau`~yC0zJ0ITxsGk7 zF@M?3v>J(FW5kUXtNL6yzWj{(w|k#B{65Ez^{FlV{vSW~-^U0y%k%8>aEh1Iqub2f zHgJ}C4$~jy{(oo3h6j68LzBx-oX;6js?OfxHpgRMd7Kqs%jH0(k`lOpw?m02QDp&1-K>a}w+$?%PN%JGzMisw>9#7I0pqG{ER4b7M64 zYQU;Mw?NFoY+uC(3cw(?3(RPMwMg&mHkx~m?&`KN$Ia(Fs`~myd3is~T&hOpAFr)M zp$jcbm(T!>p;Y~M2u!SKw#D*=Z zTpUIt)~y>Vx86Mp=rnMQv;0XQD@WXFK(<<){J0ozM-$a%*BHdSY(~8|&od$JSlLlB>(~k&}K#71; zKx^rLfP)OqOT7dA@%tjWHmZSgR6y=Tc*4@|3n?6`S#mR{CY0y--NWKaP($6dvXe>S zEEzER$|FQGM7twygjFm$p#V)ra*wkE?M*ES)r47-wAE2zq`CK%h3kBs*lx5T7@3Ak zHnlNX9-TwWN>DAHvR+ss=x3M#G??4ncn7UpuIYHV8q_oz9>_e6 zO}pY0b;T=)hPLB-A>;hM;TInY{~((iUh8M@G%ccx956xNIPQJ=N;^b2wxJPqny>@V zUV8meOPkxs!S=z$t}Zo47h7m^i(&mv9qPT+Vv7U=aF5?3TRFNd{X2EI?J9SGIuYbp2w+PKMmRRCSHLN zEw2+~OPMc6wfX78_-eulH7RrKAt&vabq=J{x&quvTj7@Y{5oS^0GVkL(UE0bIbYHj z;WxuG>KlTbza8nsjdCjjz;YE^*0A2*RsSgL^xxev`kU*;_Y+yGjpKa zd~fw#+g$?O%mz4~$LfzSIXA!mKJg@O$9*z()ZR7zI1&+V)9@Zj_iq*P zLe+3dBO9YmYJQ*`=umZc7Sxog+-We9-qsg82<@OVufG@4Ng9G(sA7HgeQ0y|@ZC^u zJGK+0wi7pl3qj*h0Qa*IH`4q1OKg@<$OeD?yND0Gzpy=-@Xs&y26h3-6weU<(KrSzICs%DyZbrIB^q(Ie{g5{t<>i$;tw)i+W(Z@a`8a zQ%{I&2b^&6;^exG8W&kqQGJ!pizw&sC7*M|40)ZEc_`4c?jOgOU^%vuRnkr~^BAZ{ z3#A`Kv79n?v46p0h~p0);gyq;h!k7uT%bWR&_S*9YisRwY?^WNhxFuHui~=tUKR{m zEMe_+(89L2her3al4J4FTXe0J_@s?tO_EN-MXI7`TIW#+>rGPkb3}q`#v{vUfH763 zHW}TmZ@sDkdKpFQQtpXU-0I%f?B7tjz&yh|CjUX}LEapqo_)3ew&BcHr;pvsKvs{` zb{;{ZGb;s+Io)Yz)pM^k0}_~74tv{1()!rnHSQMY5=Q5Sb;HxUR#pFi(rGl1T^`j??r5Z$iCv{rY&Tb+$2eixewMLl=LWuFr(kFp4L&uZI8)WVnVVvjTJXWMq1S@D zwSz3$p+2ESEuczc4$`x#>Ll7>LK&}5H*_e+HD}E%6n<(QWFa6$w|A!MTzVHS3WSwX zIHWZ1_U&?FC&UqBY%fXs_s5vaC{$OY6DpEE3|C3Uypb)fvy5T(=$R@IZV0WaY8UQt zJ56ZO3}%;tFzWy$k3y?6(MH&u=+R}k^uBefE-a%;Jj45vz-mFId?gnUvQcmBl^PBh zF>I-i0o5{V1414}qonEuNhPc7WS&`Eee~JxXL0k0G3PL_rN+X5Z(Q79o3Y$|jd|*` zc#9h2euuQyS?7UT-R%(`-ra=f1#r%i>Uvgl+|dBkTGeG5Vayn;0)WwrD4k1X#@mcl zpH^Gx0enKAtiPDu`u-7$N~r)1C};#rdO>$0NdOlo*ohLe{s`qtOTPJiZlyfWvk1@` zcZ(A9>?Iu@C#9~$nDch8vhL&PYIN98Ye$M|#OhM@4jA;hj4kvb2f#{-M(q^Dl0hPE zicCo`VxR@RDa9TrU|CLY803BCB@%~qbC0!mS(jhQa*%?j$^kWV0WkD{0I`J&{3oSU z#&!==cBl0Z$jAW&F(mOq`y2`P=A+qSTq+FfefV5fhhZxGM^@CLg z)*96dSpZ!CleRb)j?EUmxS+J$$Jwqo%aA9v0)hh80W&RE(bM?4)M1bjMmb>J+r_#q zSuxM(n&jB-pF>?GdU5EwvjHvo3j{Sx2F9{RG;bXZ@(4a9m(o~Q9(gVS4JN6Ar&*aV z>fQ~NQBKlYeI0^iK5M@B?XI3sT%fDWQ^)twbbtEbtP&zhefzM z11SAp{STnZl0lmS4Aw0Gf<0tYaPd}XYw=R=2FD9Qm`rU(5(QgA%%!f%E~8)HtDc%7f)M~>)Tj-1UfiAIs&e#^v4f;dKf zY}jU%6)GAyWpV>!(VV!c#vHr%-i-^MSZy6|4i|h8aFa<(BKy1ba!JnG(`Ru!qvjn$hGEZ6S*b>_SK1Rx4=;ry<6w zbuiCYzuXNm1k%k#qto3-UlCrSha>z3p3>1TYcDEBycv4+d)3CQn||q-86>SvX0OcC zM|};i^GD@o=RX=?_^0UKMs2B^*P8mYR-=lovDJ8hp9Wm^rVw0mlu76KvNpE05-#1U zM(X|0@$=n4*e2Lg!%l5SLCsIgJNSvJaeg)L8qeqYSqs%V6AMt9l_!u?-A3nMx=)Um zdyVxDoW!rxRxoVd!M<-MbPX1I4aKnG7UejI)9f_MJmQ&|wMfGzh*#UF{6;*dG0bVN z9NW78^f6xJ^>PL}(Cm_0Z3>h5d#e{$q9pNx+_u#sjBulc%miE4RO#`y{r0oXH*CM% z*6*$N@3$NIVJBH>c#5WS=0v%9^~fICCN7h&+L{*B7Ugo4oke?Jl#}Jdx;wM9K;&2) z3x~X2?IS%_$4FL$;6^`1Hc`_-%lF2L*RUgT1mZqWV;2A2x<#k$ts*R!${Q^KQ{P(v0w{ z@76xy6TOVOYI7zD~=dU?)n zho-MKwvXRWWjEbDR4BEObJ}CPzxH)5)@5DCQK1>G+Dlzz`}7D0QL@v`ouSI=Oa(xf zdT=7Hbz1iy@aq^p$+7MaDXNlo5~oT^vl?a3G26n9vxL04qjj!aw-@3*)HrK(_nZ~m zY1OL(Dw9Xhtg||cLa_oJ9I(5X#Y1d&#QCrriceUJwq~q~s`(}s22ZjIEm>RVknQiT zRh7Enf+qL2(fyW*;b?o+N>^}D)=NiJb!W@0!GI$#HB_cq(EM1(S`|*GNruXHo&<(g zwV8oX7WC)rzhVBMv+Gtln$^g&Z)WsRV-dT0hsg}kxR50hXT)v9u~+RM7-fZEXUn?K zt5l~NJ!oz|JT5R6hQ-5&;)fHi8|0O~&J|%}j2}d|f|wBy>MUu|C4GfgdDlfnljyIDu1LDu-CRDhzYe95MrsK31ZK|xOsSiFtd4;Q!=zW^RlR_{`5fe)r3zTkl$io*D9Gpq zwcswFt+O$RxO$Hk;6TfofJty)ha{#e2~c%jJ}XqP5!Q5Dny>S`EJu)gM9cxO z(KCi;pwlxBJ%@WWWC^s$u%WJ7RzttZBc5j(ghF0Qeo^A~b$a{Gyuk*uY-e!fwvQE0%$J!F;XbrW)fxf7s z@Us+wXt@+^eFWf`4Oq9IkgI#C;IxTt71hDM&?NHatnhNSA=*6Cvl-RrW;HcB zx2$pWTKk`bgpaLa6FVv#Iva_eO(R`m zCrbIpOvwjdXj;=`qg`OPx;0se)s?FRn>|7>S_nT@v)YL;INGkUbt5cp=BvB9=8{GrFbkyjPHd4ty9FRmG_H4(=YL$c zw0*~E#~1guI6lr{+FreqU7e(d34d4$WX3UY8ZZsv#=4<3Y`3eP596B1A%Uhzxt0j{ z9X8b|(G6!iJ17|BR;F&9kgJkBMzCWOy?V1OW!)X}v%=Hwf?3tJUX}%0W_#&-FIB(H zt($cev9Wk{Z=GJwMjwsnP9cSAb0e_S2eK1GBCmO1U83+HhCeb7thC|WY@1_tf3N)5 z;HE%XIE%K3k|;cmk7I4vZstU|9i_E`$KCSPN9n!rkF2u(uOZAlp5G?4&#b_;;24Eb z8f*%n7@&1Wuc&2>!xP{iW)L;2nQg27{C%`DBaRWL_X=o=EdPMzr@IV9s|_~PpJ(T4 zuc-z|g5kc+ZCBwmj|v@qvhG7a-+1eQFTkAFTbnl)<-M{a*k0a+sw5p^w(=dls;cUK}Bg8Gw znH6ExAe10VewFiL9QSFm_ceC>4LloR2-4iniC0+ex3RX_Zi_^7fKlYBm(I-x{hnoA zw#60}lwc|AM3-9S>Nx2g_n~JJO?U*j5W%s5ch<|uFhWdNL)UC?lN%=S$A?!#OQJfr zKmt|0G>9hX#Ng})kCn&C{qW8hLGK>ccL$mYn8PgChNQBmt0yoh0VglVWZT+>z#j!X zX`xH%#@wcv(A~$n4$n&w(Rtc1!|XEFh0I^BI%<&_2w`#Up%qrPujWnhY1Y8k%!mL2 zrFo(fSe3X0Fx_EbYu^1lj2R}*(f51RZe8B)ybKPOx{fQkFovrZ18jo_`qCf8K$|&* zYn;69I@!IY9^7hd=G2+h z3k|WHoYk#>NU2+3$Dk^eYx=Fb1&0M9)u#>I-h^YQ0ddCddU;t(3$9+$HTf?$v|BZn zS7@|1)M$nE)$J88VXYu*;^LxpL&f*4QjIciBT!4Vv0Zio!6q7Hqss)VICz*s>*QK& zwcFZ82A}#q!~w)~59?#~d7v!rKv(bQ>gnxnj$va^Syu2E-kwred)%{y`*CusZ3A>S;X|$w8VMf9I!im(h4Y*`PN`7Wr712XH%>^ zAu?Q6wfV3=cC5%)$VSmTbEqG*a_B$}cXtpMPtDvEPCwb*b=E9ww7`m`YMw{hM3}{8 z`B5F+D={O)fcqGeN_25C`qt}Tks(a8JD?(8%rR{>TaY+xnjkJf9`-u5jm^WV)To9x zainIO!H1DF7|U@YPBgI*be8#Qsau6;-p|*8G$K6;rSl~C@Y^@fCv|%5)~75R1Pub( z9VMD`3Rj-jP}7ZSo)aYdZ820@xz6X@-i|_JS%G~w%eL>RuI^q5&W$&< zn#)5Go%;uRL3vq$ucT$Tv<*7HxG7T&f zGNE#9*=s-3%sK*~PWCFdV_I~_nF2U3EcwdIKILG;TeyI`02j&$8bu>1{_$fYe?t6s z#)&nlchgtll>PH|PQn})AM?uL4J=9*+^kjTRyMEvu05ZW30@=09TpCOdaMzQlM-pe zEJkY+w*7d_hW9eRiSH$PKD~~N0;>qgu3qys-yCSltjM(-O9eG?jL$DW#)e3aOr}~b z51T`TrC8XS3)Y6>*0$Yr7wH#nd{+2k9PmWQ!mzBm?ci$3j5 zIx;_8r?K5;^$j)6j5IWPw2b>@;?U1&rj_$Z!C+=#*@BeQMDv9g&N&yR}o5fO?eEU+FPGJ zUb+Qt!(IrR_{wJ84p*v+Swx@(vaCRE2a18Xn>+2zVoRZHoBl7Yf&SWS%Vkn=WNbMg z^GmE3^cz+dWc9kNX{5Q2L5B=tb(_AqJ+yFOyWEFOKezf>3;adX*AeCIM?3T zjdsEJ+3v||6&_wtwt37sa`4%;=Q-3zBPp+T!Ha5k!{R3zfX+IrE-SQ~k8}Q74fvxO zOO7(@0JV*sFqs2;*_EqJ=en1=YU#A;1DvoSRUYfd_l}chJ?6>f7!#Nl$2V8D9Vd>) zQY+S}N^RjrC$3d;SqI_7^6m>mZ4Goad$C`Z_g9xUV&y_OFx!U7yXwuh4E}^Qg%|4G z?H_gf!8*cEL`qg9#HFP=N4@0#YnjouwsCHs%U0EYEPS#PSSqh`YYvkW9o#PxIc#)U zmsR_MZR-s66i0fc1ewLO`}X-;&#`ZIPVVQMukrrm{rvXpV>g+Dv~Fj&wL2XuBvEv? zn2c0Hi-vr=nXw21yxNLZu=2mXwnzVhe)Vg{9(nt$>RNwN-WBqG8BfE}STK5om1t+u zbVXz^0nj$sFJcr*eZ`=t4zzZCzq?;yKr;hvU3XxdY!Z~3S}<#KDURDW==9@rJZrvA zDC@EEzDi%#YBuROyvmJL?sZcybfx^7CP0P~@!0zue1^R?x3YQm?L2QW0Cht;2noc>*P|%iWErR;rB_X4$$Q zjs|c!AuJ7tHM|UFG1LSWNjJD*7$3_Z^K4`rpsGq)%L)FAB{gj zKZ~dN-#R|(2(EW*hKTkkTB)=0?8@#TnnzG8y3VZ12F!2-v<-x>^VI9uR&8Q~13w@{ zkE&(8j|p1s&-LEG92wV|qP>BaD2Gp3 z#AEgxJi_aE05D{Yg- zcu@!Iu$}`6vLK=x4GQY(5enBjiM;^AE#l?`tj02IZ`$V8scz)OyDf7@SeX&wE``9TUX5e#g~PY^O(a__WoElBqw$-bCq7V; zDs)bv`{jB)Ni;I^vXYq@=gplt2W9N*o>p!x$_%|!DtWba0oVP^-3PX;qq=eAs&Z+# zn>O^lxdSiN!*FMO6u+ws&U)?#h3Q+u zNUErH>ekz~rLy)G4kJsdeZj$dxVH*XN$)_D$qti;V?(;M0jP8%y9?_?HEDqmB&>8- zmPL5@qPSEzNr&#}v+4&$+2i(Q%Ur#q4|T1S5DPre5KJ~Mz^R$hAroFnx`BU$VNj%? zr1f>}1yEI$M5#;gfHuHELRVE$fH;ezZOX;kSLIn(u`vv1Ur&Fl7oht7J7O5n^kztZ zY>doKgZvNjAxeiTuM!@G^g*NCK&9H67c_W+mdw}c5@H*+!K|l+eq$b_qJyNTOzl-2 zPB}q?iIPy(O~EOn_5c6wOA_Wd!r)@TPGC2C0IRWDcgOtWUB*+!m0jv7E+5Uw<-Q=h zu1d5f#0Jko7NOIsv+CAu?fM@rBLJ5$rfgd6qp7sCS%MY3bNH6*?CKV}(IgN~?`)2+=j{`huO+vMGQ)u(tZ?e*r4`9RK z=3(?Lkco~>cIQMK%8 zE-2;_K==UbM3&%mx|!g%5!sa_NP|TqTI%|3u*{@3w!7Ih7_8S5$O^z4URZ`o>s2*` z<`{15lGBaMvy>vdove1V;cND=U3VS zR_2jvX@*S#8P?c@g7)OInV9U}xK5(LW0*HNU}20w;nrD^%UT9n40W8s>TYIBQY%qy z#GP#F-d)5A8rhBk1lnFdel`Co{4VfyU{6lBxdEeGNY<%CMr|2Z)Kl}872UQ@8G90D zYOk|v_~5W}{NAbVdFW=fb!t@;*3JR9np=kymZ_`v!2sAiNo!*}0a)|0f|hFqR94{) z$z@!z>ekv$BkXs4HT!P!Zhi0k8&u8P7_Zinl2ue|VJ)sch~qCF8b2^V|5|O`Ygv^3 zQY`1^)`=yw(cGFuZ&PRVLIb8oW$djghLw}kgGHTCxsL!1XIlJEWuI%x^bcIS_Fw$- z&%F()s2ZJODXc8o40(zWg4m)A$C0^rV2-<~tr}fyO}e{>+mG=0$=w|_W%tR?$0^I( zS+RK=NiX;*o$}D_c5JePCvvybX-4!tIJbWNB6O8CI@*P(vk2;q^x%>;!ki<@MD}W9 z8`}aBR+}oU$Mw^cCmwAZt;kPwvNnOi)z`y2SSnxzw?3pU_}PrQ(n^iOiZ}D)*00Eu zI;5(oGf+`gEjEW)csWb4$n9{oL?JHd{}2Lg(R*#`=3Es&ls6o}lNE=dQ{{z8Z_XTO zViPyAb47+>YLLrd6BP+HR{EM0Y#R+1+-Q(JLATqq&TILBUhG zU8SSyswy?iRy(s}sZS#Fx!vYh~G_@+Pg%Or6nL(qEE+Yr6wux<$!ttut>LO#N z+fR5EXsVQ)nqw1f*MakdyNzh8MW=nW>3hI;Z+iC%Og63%fXKCa%o_HJKG)uvQV%na zcufb1y7Fo$^|Q&llhr{{m50v*%m(Lyxq`M=L>zh;hg2GNF#cb#=(B-c4)Un z-r6^_%@OQZ=6N2k&HoNuvTp5`uo5)AtSuok7z*qb4WW{h-fZ_kRHGUQ2C`QrVCHag z_#bArw$>`wgl1oASxW_)E#6lHy1`HKY*aOkZWi4xQEGK-C12>&c=G{yX0MZFm1`2= z){R~T7*RG_fm+Ii6)!hys8en>QjIoM&7E@58K_%yZBZE9^7D7*3~po0oTjK+&+0`* z5((KB?p9Y$w20$1BYX~9iPy3er^g&+v-3!_xnJ$|>jG&Jq+CK)mr9Z|Vd=jqtogNV zc3Ajn8rFWt3MpD(P%Z{Jn-2Q{pBJq{(#li7eY3WAvJ8n%LG9jSf;`SvuP#_Ghq~>k z>gLAj7=)n;VPRNmbd7nMCnOcr*6?Ogf-99)S$U$W&Bhp8Y{#*d@nj-bl*a0gY37a> zHNX`!QV$EWNSJVWmxlT-`>p*0`4$n}=nW}>2CR~zn;)dPuG}}f8miW!tP`YJ zgnadCnBlfr9(18j^g*>>hS<`n4{>u^$x#?hPt}ppJT@m9txlX*6d@qm7oj033td^JZ67ONYi%+^?r7^)(YqBf~AN zuNXTBbOTK*GZfD1qRAX8uM#Rq)8T+afD#mNfDNHTt>=c}sOke*h+%W|6!zoxiL4#N zeQdSwUQKh_Fdw3IH+8lSva`QVvqr5PO{cX6Oy6R917&CwnoUYq8-EY;ZuF^PFtM7x z4Ym@i5HK^dVz#P@u4x94m(Q~8(!CNsO;tEciYtBF{_kc#WIOA&Zugar zG{=g z>UBtQ>P-5yGql>iHK5Ma0EPo(6FvLY>b5PTFA))XFmKEoW!$?Dx(5bNBQ&o1>c|So zt>lwyb1YpObpWLB^np`yz{sRwYlJ>fT+`o12So>N9(MSJq|dU@}enL*f6r% zGJBbv7-qx$HQ=mm$Ril)NYp^$-u40PsQ(L+3^$e|BkvlfA#HON6H{y zj3CNp;dX7f9zVYITsIS+w;vx?_j8_eNu-rW`+!So>t$8e@8bjm+K^p!maS{M)D;Pw z_T-c+t&g5n6P=rUm%3;{pXS!j^Zd>4B^8#g!(R@m8kvmHJ*AWnv62R-1FianRt_$;?i%!~6~(>(~wDewvqu zpoSVM3P^8lqS~g}t?Wp{jvzzX>06nx^K7{2 zDsA3*&SQK=>{bnZHvU_+j2r$S--r1v1n@yStM|gU#vy&wTD=@`51WTSoH?;(VPCD# zrS)^$AXmF+g0)rw+5L>=)-pt)Rs`<0#@YMv_A~9je6Ifm=l7fb0pp)v{av?$skd$9cf8 zbG}BurenR7%K>9__d2==^Lc~4vdb#n7lUi88f|mye>vXYOk@0#v*5w=&ciZ(pm7#M z+uiQQZI=_hRll~6x_#)qo$6YB`fBTO*XmcbwM|j#C8cVYz7=oelhCNs^4VO;&&t2M z^dS^3pk}a52ngtFZIWHYXfwH=NCO=v7`j-^UWOBu#wfFvS^(Now?$Nz`(oFSXe+x6 zBI2d@r}@cG8x6x+mI$}|fzq@4dofUVf<(~8aczDYsUdiGAXjJ9L)~(b?jr;x1d|wb zuIBPiC)&51@8`DtDgPyxdIVxr#g5Uo9aC=~EBA@^?8A6B{-q43|84em4VI?eXth`) z=+?FJb|>q1Ro1fejQRM&@L-yuuN0F6t?naN7j7qTgZB!_V%ku(&h9R0&_x3;9OBIx zh_m};+OT4OgE&`4i?W+0|e{%l|qsd=_-<4dS_AV+xbz8S6DwQZ{Voh%wefCI`;Sdl<_czz7 zZgn?1!#jq?P=258aU|CsVA-@0#H{(}LF;q%I=Pm$93}VOe?iHLYN~0RaJFd#sp?ur zv|od&5;Ci`d2fzYKv|2`CY$4|^2X@#2HU9Jnoz~d;B3NNGse=n;S(QEXh?(;e!n2I z(&EatDa*EKdHcZKW=z_b7k*hTqoKk$yTVt{=CV$h7|r*S?+XHF{MOAm#r~4Q%!uM1c5Wd8kpTf`Zm-wpl-kNR1{Y27- z*RikCh&k+bHo6fwAR~rxT*I+$DWx{F$*&}W;XYtEBVz5yMG2vx>P#K?z}@CYm1t(1 z-OYWu_f`s6nxED-DMK%7gfLmPbh(1zg1S)bR-KNooec}amu&>= z+3ShAt=9+Y)77^bFkfe%DyT7Upg|#aXQI=bfQ4N)TeJiTXrtWJeL`ijhzSx+i!I`| z@4w>GbFzR08!S-OfGXqZMkoRJxNY0^J2z(f3rdA*7^1L`qnR^05#~gK{kYm-^cPv-^Rfy zKBHhAXMIdJIIkRo)#!Qvcj4D*8HAiA7q{}dZWK31Wfz23;b69^GD(T~@>S1({qcWSKk!j7oN zQ?6zM&2pY*$BZ@o{_Ed@N7%uE9+|Pkqk)%xiPn2=*7F&7!rFGn(Ql8Jo7ol$)m?N8 zFQ_WsmPdIrYeJ}7)y#UClS4oWCBTeyG{>B&>M}`^wQ!*xW7`=pjxH~Wl2=jvR^Og! zM|){V1I>$)!hx!)rB&6SnY)FVxzyk#JMLVSXG#g)cY{l_T1|&tQ<$#jn4C^;%ck{m z+wbf*Te@|r_fu!Z$|1z%vfdvc#AnU@BI{q3^oqAqs~edtle>?B8|}PvT5sNTs>YGV z<+5ir$>?OJS(HX8*thC&@R@At4gDXG?_rJkd#sm9Yz8PH8o@?O>vda;+bs=`qe<7; z#(Mo|GR@$Q0BdoT^|H(WQ53pbEg3kjSpT+E%Ra_@4JTSPY(*3uHmZ(PyJTQ=tz7Ep zDxK&A2=k_;R4W*q!9Rm1Vl`H#^*O!eKroHZ70(Q=*h)q?u39=IRi2lw$>Xi8doXqG z*;=fQo5fffLmbzGBOn{?53`5Y(;{P(#Uj~L!-Y)$H;#MoXJ6myeEsKtuNU!h9Wc?l*yrLQ zJzz>{7rp*~JEWl377fKA1H3hGRUj~47YV?6Qw^nIndRcw{rhXZ9sF(cGx{%P&*qOj z|FTY_oNeMnZ_dF1k37%6o%#=z-{t=+&Zj-!eLQ?FZ8ziRX0b_VcEL?Rb#5iJUF3*n zxVLrWvz9S$V00VYZEMbM{P@#f#{Qq5um8jJx3_rjuyf$Rr}fWh2@86WBJNpS#qiJ8 ztvGaPh*vq2*7sM!BnRBvwWL=bS&iqf8vn(QVf(+HZ#mDO9xtx#rMdZpM*&rZwbXR$ zjcbjiXt$%t#eFZ4*)>8MUTB2-aEz-Gf?v)bb8Qb|o5s19+xUEVO5?X!U`?;s*5>uL()vuDU;E2n z>(A9+UiqF}b%@z)zDMq>6UL?`z0HoQ-pQWeuVhK%e5GakruZ=N@^ zF}K8a-rkP4FZJuc9CyDVmd&8eI(;2>&dOkH+a0&F^y+?|%O^(! zxUv-LNlmi)vRDu)EZqK7joOc1CBp#U2e}zOe}B!Jd=m{wL%9y@i+n_(W23pv`(jTIngqu$_diE8$#dc8-1!5%*|y%6_4i{+F;%) zH@nZ_?0S8E9x&S`oyIbnuE1pZ*xa(1$(0S(DKLD4klbK&9g_we-A}L_O(?TPWst?l zxa;=$QQNe#T*;CPUT6Ncf2vG6h|L*>}+<04|9L={Ozpwx{q5p>pb@^ zY%zw7rdFGwOk{dgVYn4R;YG>T<v2wRnR=Sy+_g&uAQ=un>f%A*9h;|{ygefbMrhNT(x(kfZ^kV9HT5=YyFF`;3cgLm0n=h~}c zz;E)YF<{nx>O8a#e7TpcQdT!I(Q9d5ESkI$P@?>0Z@1``eFE(`JA5NYNy%TK z{|p}%|B~m6c?WmgQ@;mP08K!$ziS<+yx+GmZhfE^stfJpB}xf*36jamniE2`aR!G8 zRoz=#V}&t>(RzKJectbU8@I9VlxW(?OsfC@fB;EEK~!c{(n@yS%!n@oVFAx`K${KP z{3!n%>#>eG<7cU0pW?puC;fKM1@{c5x*NzIeQij~=N;RZqk+cun8Ez~^{@E5;qj;g zcqSlY1#*Nw$3L=OoBjV$gzvR~)p zjbHw3-~VlC4f+j@v60=KA+yh(qD=H6QpHX+iDC<|{xxW8-O#d?U zwsxN9j@U7t@MT9#ym^gteKucwY&TTr$sqn zANT)-5*qBFZHzCBH*#D2-|JOT6U|kLyW;C8FC2fd*Lq9yy}hj?K2^O<)L%tq7ua)J zWZAyF_3;;}?!CTpZKHD2_sQ>WDBREB^JX;&iK)lJt(f*dt$env7!Bjf3lTH^{QSO8 zec!q!A!5bI*p}y)zo91AaFy{jMb;bZ{ipn=&pAHkZDB^ufq@x0$7%m{e%_Fen(6$0 zKM&8x?ms>Jb)IL|Nq0@Ffedxnvp(nk^BrE}uiJt9=eEy3|MK%={`i&I4h?q$v$G(Y z-ETh=i}>i?t%{n~8+!Zi|L}}o_ib<8Zy&d*mG|H4@6V`h!IadYY!{}%A>vOTKXvRU z{pfdd-^Q+WuBY*9T?fiqYh|`m&N6&ihVy`yZl2StdVBVL$8C-et*0Sx(PNk};T!#Y zeus(oA>jFZ*@_#tNFVa>GyN2^EEpR zUw3<<|MiBS^IO_p{T%sx5W~3#zXQPk%Wi$+ulMJ#`I;Z`XT9k$e);;{+E`>>!zS28 znLWmVb&l){);(^w^7*;WAKz>{=KJdVw9nW6`Lg#ff9`rc&cDfLZf~FS>(lS3=ll8Z zZ|gbCPu`EX9;Xw%U4d|Z;##AEow{&_F7iSExEP+^XKc|w>ZK&zwZy=%e`HnzuI4_w(0L9 zX!$+xisX9cKYtmUzkhj~x&F^u&)e4!|zH~CSbnfp))Vszf?PUK< zE85Ba^S|Eu%Wt2)&d+;SV;%-4aDAu^Q2Ya`EVvJ+a?2UZHHe>X2 z|26CL>p4(nW^v1m*Q@*JH}QS;7aQVK`da9u!|$}=`PXe}OVDlIVoj@Vt$h0hZV0sZ ziS=Y36B^EcnToMhyI6CB$#mYPeOn*LF}yb2?Bl+E=Z-_)*7yg-KfAw`EQY|BQg{8S zkGH~qJNxtW)5lxzPmyo2IFv8{>!@S!XW5^BjNgv!pMv22`1HS@^?~zyL+SUUJy>6- z|N1_EdTBIsv&j7N+X>Uh*Rkg?|NK)PyuJToZ~ot&BcFf!FaG6UOr{-qTcx4TmB@1Ntb*RSLFc`gP1-DKiF*4T9W zF@CsPyPfKlnFXgm5Ze#?J-B_rcwevh{2Lwn*FSx1U;jC$^!Zl#?WOzEBK-65@mKr( z>-WLwCr*Y-&fV|)Vk`dJn>L*9JRVHsu@dRi$D4D1>`36pZK!bD`T0Ko_IHo}^nXlz zIr8?I$LXK*R&V1r{D!}tzw``*kHSwi?(iji_Imw^kNqRo^91xV`&1)e_gweC;AY(? zemvg}yxV*F{Zssw|8m+qefGGyyXC_1!nyz3-+g=gIKKYa-wM7>-9{R_py&GW^Y-JL zBiFZ&{Q9agyuAL;zx?O_^xPA#UG}!Wy~g}8UO#<){QOJ49`SkO!g`Z_3T)QU+EJg2 zXWC}Eu>l@@JMBx9n^nKPA|&+&MT+p~Y&c%OCml(oW-=3bM242efd)s@tOA>Gj;geh&t;x;b|MW-5285@B4p_TjpslF`v(m z25;MY#GpQ(Su1YZ2HYkq&S$-jzyH&pe>-2#t}4Yc<5qF&+wJz>|9fmd@%CkLo%w6# zk0IOahR0uQojN`j&UG_x!%KK&#k27SeUaMmed4^sN6*&hv5;)cVN6#@idU16}J}>v(^ABmBpYkK4HY^Iz_NIUjTB-?kq)Uh{d*^P%nMFQzm1 zyGkol7+>ex{iqN0G5z7XNxwGcoZIMQz5aGm$79>a z_ICdH`Q!J&e0vzNs!AQ17?1xc`#0NO=lN96@JH8*(dYM1_hA;0bvKwEa98tYItS7% zt9Yc#zsB~C*T}goL#z=olzNQ66noe7V zvvdAE{BQU9`_0kEW9@IyW*%q%Z@^9VrF%*epXBESq@f`uY}mQfF9A1f4?lkxXD)2> z;XaPz0J?g8wZ`C&R)==5x@Qq}4ASDNPJSNHA6*YEg5WQ@1B)D*u;Tdf269pgD}z4A}! z^0llEH`(lDp0%L=H%xK!ZQ%2-|BQ*b(VZ{_)&3qHF z`e+^W9_xP=5~e*8ZB02i`IwkSCfzuv!!?OL|3%omMa-d2lsEuY&3qKTx= z&%u529Bew;A!sNgRVFOMQvfv3R&r^5I5Gs;B&=jml(=wgU;6#qA#SfvtNnFMU$%z8ECsrnrc*Z16_j(OOJ0mV7_lStTF7)IdC*m zxEY6)^Q0StbF16PCx@feXk=hzskx&UexKUe-7Pn47eb3IEy3h$+C`-Rz!RwIzRr(s zU{zMKgc$R*DCYrJTYzqE7Uq_JoB9!`!Kf{)1fXSOHqWG;t!}=oUrjUDm(@I7IIGWw znM{?;{a)|OsPRT_o@IH`wP4RPtf%$M9qd9Z#z`D@76psBg*E7z-MzhD7tq&)i&^}C z{nK8SjOfPRbtcpGdJM~9SAxFL5@|Mkh?~DwADMZ!CtV{3y1=->>^Qk6j5w^=msSU7 z;p%;(VT8?P^q}=&XLtvx$VC)tx~={8Q`Gl){%(G}FxwnU_WCQnFaT3|14OnGXEEqs ztC2(sja2VWnK#FK*E0TA3e^MW|D(rm=HGQTnoPhLG20lT%g(d?iAV7z91$Nk`C0u@ zulsUrFT6WP-b!E3dhwZe-q)12#O!8Tf#;~Fb?{eMH3_4Zd8jzzO+4P%#yQgW^it*(|V{C4+~&m6WBBE%x9v}>+WY%Lnk-w{0gTuD!ihf$y4CVFJw=X~mp8s4Y650_ zP&e>g)_Eo88*~h5p1EQdy=y}~M$OUm^9jA~x0zuAqSd*wdv#SW`{j;wajVHP8za+J zZ5^-dl(?9JJfTG;#kd*G-N81&k&dL5|3S@nBNa&NGK2cZy@YjtwUt8F#TtQQP=@^mZOe2Gn`(%2plgw3FelQbRvn4UT}JS&502 zX+;MP0>sUXW784Q{80Z)-rBwwmimqU$+dJ5NAvRkab3F~=MsrsHeF5B5LI}w(I*(j zO>NI=mwCKtenQH6UZs=e4SP195f4{LP;zCFtNj4{wpTQ!Xax)v;BDw8<{T4@JWn*k z&F<9MtycW;;AVQ`JW zU{7BTN(lgPdcZ0B>7%TQ^25ew_JK6`^zATo-y1^^bg#sbl6)U;8Kq$>K8H7K`1p&# zx}Kz&OLn~y*_P(r*-mqJ3U#j4(C`>rV7Y1Z1*Y^U#;RMz!KaVLfU+_h#%!L)x!qe* zPfOT~?cj32>)SKGorli4BM;+5RGUb_cP%dpiEV@kZBI5UvLH; z`h$wp;TM^et52=&|IxI>*lzJ~Tj$Z26y`i%lJ57dnu#O}02<0QU^bmx>tihnx&ad& z^l@`L0p?%HA7qHD>J(N_uSg`&Qc3OAP@fl{7ficg;MKMAV*P;QJWtSRDI0L$dW=G0 zvq2vf+^x=6p9VA6EdDTXz=sEB)0JIk7TzZ%#!^-nk%IzwEM36CKWv~58qH|wzg`ei zV@W~=L zvaR>|wY=b0*%G^7&Qo~AndE6$o&+Fs;Vy8F_nCx5?BX5yEI!6zD6?9j%W?H;VaL9= zZIuly>z3d$57Q_ZmJgGSskquYmnt`^T}jyXdYHNvIvwV5eB44(tlrPuW`oSbmswoz z201425~j}XYV*~GX+s^>PO4)qpPjY-Wc8w_Bog$3n*L4$2(_e9GD&EW@!X)1pt`^o zJaqtmZW{nfW0eX42AxLeN4UUMwVE>Xml*kc|0Qy5m3u3&3VkA%^*!48Ya@~&{W4oG2 zny7y1yo@D+rnOFR87rt)tgkiMvhT}8GxN+ZuOrSXHk0^JVkKl$9Ag66+ z&+Q-Of2(Wj9>do*&V|MkA9$7719(BxX>_A`1>{4?o~`u)#7TO8#N&&ud#ts-ZQIx3 zHBW6|-Q7&GxYn@PTt~%TV~x>CE1DBvSM>!e|F{{7{sQq0&md3uSqm>K>Je&cv0HY6 zWuONsRF#t~p(M1YZ4555YU8k8&t7KRq2ES7j2$`{w`53{eA_%ZOntRdea=1!w=uq= zPF=`ofVLS1I(Omix_|DY?q8Cze>}#_eC0O$3-Lx=mP^&GlC`)F(8C-)Y;<=>nioDZ z{r!J>rx`CC0*s)dX8uf0A}5z21! z*6RYiY)yT@zoj3=qN6IwPS#Rg_V=hi9p6D{{$HT~&iL2ffA`0W)MzmrHi!{f-=4I-h?I>gv)9Gm#CeHdjchPtw` z7AWtCM9ryc$q}%_aD&|(-)s0~TA=|)VN}08R@&LUBi}r4rii+zYxN)7{hvc9!K#sZ zfpL&oHmXapH3tT`9y>1MqPXT?%%Nl7=))buysqsg#PbOl#jS))Ef5OK1Xc8{JlVHFdJsa4AY# zN6%HWkfPCDzRlrJ;cV z+JpV19+7xCdOGLI+WQ>e$Hs4_A3!>-<4mfL)%9;&|gzOqI*P?m?d|ESlKEj zdax0$0! z+3OaXv@W&mTALX+nJq~f5x(1s)KwTSai4cq&OC_s?NB}&g>IPK9Ujd_WAGTf287D) za(~%TkLUAIV<2|=-4N;oDQ4a_VBn=aL<}3==CUWwPz~w@X1Sg@Fm674+`9q=H%D(> zxvC|bZ$E3Sjx&8e#L(FIX1s;Eav_VhAt({vh{b6F0luaX-J&*EEf6ll2&v%R={YHYAF`Rh*?*6 z?m^YHR*`Sm=j)IP^adMfPFA-+FS5fxvgHEdF~a=&MK(j^fNdu8rb(hqGNf6ATeWp( zSKp_awm6ce7Yi7|^(3Cw2aJYgfW6ReY;to5aP>qN)nK)$&o?l3wCl`1(?|0S@%4E8 zE-Tav*wt+Wf_-&01G-u7vU;N2+DqOIqnj-fQVtI|t5Ydrj0nSV z)`z)(mKGpJ7@{hnXLXy60qn*@`=hQ|R|n|sMUyuImhUhGFM6AAQv|nodw2eavU{fT)%kZ6 zB;NCp+?MTy9X4LKYN+viF78O9xlrg_OAywKWhGmR9b-o&)``5RJHla2M zI%>J93OTI3J50DU!759HnHn9NEUemK^b*l1Z_~8#Brrt6&_t*K8I3lm9V($^ZC(_H zR3ht(VH)VTz@=WWi-7u@w^Qw%W(J6GVHt+@Vp(uEP zVMRk78xh_hz@B{BeW~g}JOs5(%P-Onp5mwaHI)EKwNNM&;C4L*Kiga=nf6|`p6be% z7NomCLpMO9S}=nW5baeEgCHVR=q-{^u6?#UGxW3y2sFOPc+Fr?R_Q-%H7*ydQ<;5{m{p-NdbYXZ=Z%VJS%@5uz6~4$pYIZi}<#(Di zs9`2&+bFVe9S)fFP8gt8S|*t*wm7E+uCE7R^>KCgkDK4bmQ}0d=|Qps8KA?lL2ucY z@w+6KV?_}(W5Y-_N81JrLThvRfFXN!zQFAbs3OsAwA$a>4?X|UANB30T|?_+t{t08 zTyV|Jxa2HIjE!7aOE%%~+K>HITwor}G;VsAcGFY!;){ ztC$v>ZFHkRt47VNg$vszE3D^egazP5^VqCq#TFs!wrX4O-FI!1LT@G=#+^8#pPOMU z@Zj3es$Cg*^*DP>hT9shjlG#}fWsX8vim0nyB+10kP1C-r+yrFNdR7YO*5m+%r$5s z?hccO?J?#j=2DCX%vvV7Nt6Id)(@u+hdW6@J=e<2({!W7=I+k0F!x!!^4i`-mi>i~ zku^f?Ilugx4dLU$D}Guv?(!rs3hqa4?@9#5-^ z<8B^5J^ROQt)49tNtDUFMpWSs8{cf)(2muhIh`ur-ZAG~b7+gP`{0FKby&|uN=7poMqdht{aEzs|Sb>omXg1?COZQ~n3t2X^CKZMkb=xwcgIv9dp`3b)7>XmE*=;{GI@9G?K>o{!r-oAC_m5(hj(~8^J zHy`+GC#VH)Kq_f@muUss9Y@y&_aNZYwJ4y?dmFLGx{e7g6;V}XXfyX-RSxbR;j|6W$dS(tT65LBTsa14E=lGv ztM}WsDt=toc0KOof#ba1KGRV?!pAnbN@AFkW}XW~1-c7{Hvdsz&~9N^ZvZyGytDF_ zHnhz^RtGwbliGv|ro(;sHny3aZSEtuiD70Zo`qVxXx?aR3`o_w-@^{}p&U|kv)**= z#q~C-MpaY|sV!^tqH!i;k8N!Gdv(u##MQ`+dZ$rIwRrOjU zsih3k;H+Y`8|d&60^lv6m9N6i*bXs?1gbj=u-M85bh#aEcjsFJv$C~P9mm!SsIsm> z42BVG``^CRO+3Vco{CDhj!W^fI!TjqvvzYiNizd%6HqIVuGk99%H6i>oO9+di~S&& zY%%GZDs#0vM;H)Ibv-|S;-0>)RjoLT^lA)w&yR-Cl_|gw13tXzyjs|Olp@yxde98| zV|$)Px}gwfk1jho8u>Pp1xf)6M+`@V`_o=D=1`+Gg~^x6B|l#@jA;z2nq9+cbDmX) zyul(XC@WSPp0k~EXKto|3x;;m5>gY1zOvAQl&e?QY2#+Laka67-Gyt;Ya4R(-V9_P z%?_5i%v7c(5J7B8(uW}{OXACwV+QllEg?OxR~6;Lu(6FXP@Org*OI5do*uLjVBw1O zZfZ2t^2~0P3anLMH{-A?Ixo!xF#_X@@bBu@GRfeK5Urcl5$poW(cUuMOvc`;rqYa? zg@>#_7Im#<^ZzfVbw~GFOVA?VvAYA7*O~n+BD=nAU(fCtp=|(Gvv?_*^e=+Z+A+}p zVTbFk{kPR1G>ENf-RWk-n`(0h3|*xTcZ&mQp8L*um!y{Sx%!Nmq;Ev_Y&7u=&$2%p!)G1|W8Dw(2HP|mjm6=%sYBrgo^CcT? zRW^{7k4&7<2XJPrrUjSf^?c4kQWj#Nx=Razuq-fY*j8T}n@WOL{MHg#&OO0+;dmG=cAKW^_(g|2! z7|H#IO-IS5Dyp5ep(Wyi;KIk@5VM(-BkHue!AAeEU_z!=y} zbCY|GZDOG@$~$4Cvfvo6kDx}$R#V2IPXThZ5qO~-m1y7&FdDX++1yxF={#w{jbw9( zNzu^V`SYJwS?9312Q5^FnXyFw@oGnRTO-I?-sWX~v$8D>xg-K@XsRFEfQXlniGUH1 zLSw$%9t6?W3CI9b^!(}Ld-}d^rONl`_rm(IrxPGZv0G?2dp(inSzUtswJ3an?J12z zVW}>ZfEc(!58`V%X#LVti3Hg8@?1kwSJx_4DMf2*yapGIzli+I*K@A+$(rgmcY4s- zp0u}**6`YV8X7e4F7w5wf44Y&Tvk_GHM0GMs5cI0bc0GPb$2S~d3$5okogDsImg#WzqT%Fd{G8-OPfs4x~We0Vq-ZQ7x?sgk~d(-qbD}Sl>EHfGo z(l>%eQw(M+24g4sirexZyz=(>cBCbKdu(k#f5E&uPvG2qn)S>suHMi@fhJgyqzf<$ z3~GzYZDr*u$lONKmtAl9dJPl_VuN0$9$f@!LU(zzTP*hm`(XO!v}M(!+XLG`k00?j z)`#VzWx^q;VFlP}Xp;s!$dr&8!TZOtMCU>FuzAzkY>nX*9*xSD$OPuNKV{D~fo zWRp6~c0&R`Ykf=+{43R#gSJF1Nfg|S)(MB3AUQ=V+ z)LXZEU&GAYNqdo3A<>jh`6$>kb9Fl1J9VAw{hz>s7W71CC=JO{zi-Vnfv?515pKq@ zo&TBJmfNr7xz$JLDu26Ue0B{!>bq2;EP%4gL;7vU*EhkT-_I6!gVaztF{qCBJ#LCo$j{x z*fhL-^l-U<|LAbQiBe^%rm!;x{Zv=$bru!5BA27v-%**XI6&&JDCD;FjIvlB%TUOI zi$T;tT31)kdcB%W$<6)gTaH<6($2AUl-Qj^T9T*AV1&8D-4yW0ayLUiuO)H#?o!Q% z_XMUYi%NC_-oWC|_3*V_jgIX}V~s^mbNgsFTjun?!b08?eHmDruOPFGQnV+xE4_cV zK>KWbtf4DLTU`1j@)2-VTlMRaB@w`VeMVJvG`%#YABrz|vrkp8c7aWqm~FY7{2V)8 z35*6!4yT7fJ1_`XBt6-a3Uo;CC-d;fW&;+hWq5wQeSY2k`5(W_j1aBHfg5}iru069 zYR4oJTBkHeRB+e(Vr9~MR<$iytx>t=dqp$atC%Zl-qAdwHVp0$R@2SMvhlt@ z`tf%S8b7VSG=7-<;rVODMgH|$hwRmFatr69OsO1hQ1>bjmTmp+Jd`}oNh;pZBd>lO z*ME!Z@sjz@JPT_ZHAeKRUae#Jh;ge~YzvOsXA7kk(X>T9hn-vh^ttt#G15ZBOi1u1 z+|I0}wZg}+QD%}d)6|TYK#JY9R!JSPJ=yI5MPR->oDl`T&7F2z+Q8A8vlrM)WgaL2 z?dqWTSJAG+ZFdhMo7z0~HbG^mDQ8}^0u z|D5v&x;-%LI@suVTwrAl&tbLEX`XuR5nH~N63Rd};PCrsp$fL%gF3du<~vz3>>Vw=@K2?j!hyPF}Ecp)z&lcDS_ucnoG2hy$n z5(LxhPF&s03-E#7XhBKq4}>vV+)(B)lL4@Z&KK8IK*Jyz-2=D30NZGHfKt|Mj10Dv z1$4LAi`Y98@#L7ahALMmC)nVOIco6&%S2RaP4pEbr-s?q;>%L6T6}r?szBI|@IkV& zAklClmu!Ps*{bd;?xj5QVO1o#Z9&rX3c;g_&DTDqS_^I<&G+G#BPL~f4at2Qx3;Zu z@_K4snCcu*S@$8dt?-bUw?#J^V#A}foZTeaJ1C1nKJw2&KWhsuLhmcUnQ}F=HB5YAA zK`<+4%F~Q)zs$8)&%y79Yr#LK6}T_=yAgy*i*k2!Hvx%OEs+Jc*FXUYz~8>QXxX*l zIyfEO%{5;#Op1^UD8f8NZmCzoKOvdRT*S)6xI@-(unO6fURoI&={BR?E!=!bDB1Kz zk!|e3ex0EcvHFw$7%v${sL9eM!7RFpS*9Y$YQT%AU|K}I9tXS(+r8w)qxE0^?Ow{S z|J#p_@%&%^#&P@Q-u`T$>e=t3_j>xBrv zA4C@carWTtz;T--dzik*V{MfMy?ap zmIl^5R-wa4?jUP13p33sx=0(2v9Hs13%Y8pswD<|_wC?O1&6GO;_{8#ezP8b_PZ_Z z!%fzUtE=hR`e_j_Ih%#Y+mw_j8&v~T)Qs*Z>oa;r>_;CdC?+Ut)bxfSfIVIY&$(EZ zZGxTcRj1cEdKh;uH_VOKuzk9^NxHkyCm<=vfK3;Nv}4vhr>wcxvB&sFq`3vG%x$Cl zEqj}}{k>PiOUjG{(;V(FjTkha)sM<)8u2ojdm7YYm!-Thr~n<<$D>YQ7W3KxF2=K+ z<@xBbrQcm`CFn|wkIoymGF+Hx;oMLWcphEoURq0w73gvdw=vxA-WFrvt|7!H{fve^ z?@q&OXk{vU6>Jh(b-jOndz;60TytMl&ygG*xVFGsj=gr z9A4?`ifi_G1wtkoLRP(W@LYTj#Kt{fER`0=b_}m;fL7M%i(U@h_VB~+KPWQ|RrL=6rPg zDSdFBm6jIH4zFo`*d>;n#R1wwvTP^gTpnt{hC~t#fBI*z*$z+L7;7> zHwNKOdC9JdOuH`~{p{DQxrG;&6qI${zyFBJE8=?N<@~-G_gG)v`S|dR0n)-ET9e&g zg?NY7>)son$b^?*>j6b!Ec!wVvTE-YCl`8Ihzz5d>G1xx_jiPR8hayIMLelK@#M2? zM#xPx*RUMh=jQt*7X&(-4K(_7!L7a6rR;269X%uJHjuX)eX|0Irs6$9@~k|+GWc;3D-covX<=;%i&f>c1jn_WaInyJ)_~>6_Jj4fhRr0{Y=Q%{Qqf53eWv?bQ*&M(3~lVy*E1gpXuy4J zDKiTj+zyZYx7BmzG~K}swmW?IefF~r*-EN^$kNpS?xn)rd|Qw=yl&-dCzvu^}iMD%1n(;T$`wgF@$AjUvVH zT-d_KaCcU(%4xn?*!@$tM1L=#u)3^wi>By4Qu(a>dW6VYR{ z`?`Q$UM0c#X(9DsIl?&tL3_39XJU1CE!|gR`qoafX(J3rmTz-+z9)~X7kg|-IeoOh zZDn(HqcOBO(CbI_rC3Yr%H-IcRHZ@aX6!E%Ov$=Ql$#Op927e7y2{#GQhE!*UN5Bs zqkFU_HCqdqP_g_aG-|M5K;(8gN64u|oMz^@y1(apdmlDOUl(+CU8dD?#9?BT`CnMZ zDm$AsEGej8IvXNn1iaaFcl7FBehiS^Z8ogZ)w8?HIu6Jgiaq9^DJ_s#kfzF2k)-oy zi$_|jHVdIyX8}#x>t9Nj5nW`t0W+^q5v?kso1HvW2xW?GH2TYfLs-PY>%-hRJj0h3 zkce$;+x&!rB%zMjvZ~RYxmjz!^%h8Dn_+gY*5IP5T1ChW7*0BDXD(JtEk^@z{x7|>z13v%!328t}8bPZtG zHZbNz1rk9GT~(xq+dz19Mnk&n-(@$yDW#Vqn|w{D^e3A^FNE%aR6Qfu3+zMS~i&ZEG4T*KdE;cAF{lf$__T_tr*>-Jwgf?7_@?K)I2@InF z)_S%gLHh6`Y9M{({(O5oY#Y3fyoAX+ZAh{D${-w#7SN;F<;L*VLkuv;fu@+S$tuh> z3=Y6RXFKR<^?P?$nlxVGS`|@7Jl}V!ogJC15^Pc0{JIVkJfg8@kK}?Ue8B*6Ku#7L zY+8AxTO03Pgc5e)_2c!U0jFkU;+kQ@D|oVjYm1{GhW zOes~M+i;7aeef=BvNct!MKR9Z%<00IP11}>E$hh3eaNvm?8me2@R$o8u3IE~oXl*AA z-RVzbrIaW!F$9;jN~LkJt7v#7zunqm3Olf|uUYW-Gxn$7$;3Y}*D?IvqN}@X^nPpL z&t4-=0?fYvEcBMp$n5BmYxr1s%WEiC#0>1c082-~LCLMgP=v?E&8@P@*SfMjU_qp^ zoJQiDPmXYm?%eg!`R70d;z|}>$5z(9en{RObof?D6(q0s&rL|1r&NKTlyTL5;jXvI zvfB)k1J+}hE$hqLvo(oid#pWW_0;)8Uycen%d`y_DdGbj~U3 z09%HWHn%t1pZ#Ahqlgw=c-5X#9?HrqnPkRZV{{l?Zxa1Xm)Hc3K^zhBtR+6ovcA-u^I| zZ*OcV=6Ni}w)5v6-;D+a!ON$V9u2gTCSx~#5*8e7 zX|IvW&+ImztxGA<31`q4@S^Hcp7OUjc2y=R>FHMdR<<^uOK;}YM zXQsKX8LO#-7DXowj%)iE>p9STsmg*8MAt{~a6%s8W5kWAttQu-RXJyDiI*x*_!CFBJ4q%w=JoccKDyr4I4w@X zt1jm9xFvt2W9%;XnnAO%UA`OR`1}KiA~*BlTXUvw)5ozi)w5X)-|pz>$jhpGZhmZW zD7_12S+fDyb0@C{nv+~6(y1erXwu@Fd zN8}uMG*Ihy3GIIvZ{AzS57ctrVw*d8T~{?dLdtHK*rg4bGAlzLg=#FioZ9mb_R(^8 znr%!*Zu`7Ve{?s@YYT-fb8Q1#Y**!ZRUb)(4Poo0Og5|pvC(DO;TZ4{F17{Xom^7w zwhxTH?AkurZd&U`U23tVYR%^QtN{GpAveo`H=|IUt$6w}s?+{{X2jmDD7tRpk9kYw{cN;Ru?R=<)oov0-3ef3+p zt&wKSvCwRMJ_m|#?%&i`tv@e8firgRRW7+(YfEjjJyTM8@VIp&Ik!U@xh`4YIN$5? zE3I(jhV;*+t48l13tOG+>W&U;5!?)1Gp*6>a)+rH;3$2@MmiAxGt{7NncLJiA_L_r z)n~4UI@}JoNz0Aj^zuPwy0r<}JuXc6ph%Vf1Tx9l=+o-XQ5ssOo2eV;}Edv#wfCnWue_ zbT;!OT-e~25c&ggrhQhN!NC=Jq;-o-W?}j3i3YfwMcSqglMO_@7QvdLb#xa`1myJ-chIRXqW?M;F><_-kB= zj^c}|JDBYTntND#m$l=i>iU$WTW>b1MmC0gvmq>6dC|Hp!Dc(~nxD}G3dY#BFYny_ ztm*&uaNn*HHs6jnxCt|NCwx)BVwz$R?G zq0QVVsM#lU$>(1=bb<{+D+YUd_Gq+w?mUkH#CCPWi=KaZ!HJh_>wNpuuil@y7x&)N zJCC88ILR{lnl&qYpdwjzoW;^7DBacH6eBCu$`v*0L<~LuM%b6)vza zV{g$lgpGD1b`aJRaN@*yA_N#I4Ep9i7!rGNp>xt{?$&L@aR0Bbb*#K!=j}Yz>txM= z72xx~J4`lUhk7qvvM1;;oWQV`4VF!_!m9v9Z0Mja*(ZGxJIrUau~9mqnT*2FDKddiJhRgQSR3FRnHWGug(0I6zCyr}6?okMrhxGg7zJ zFBH$i^tAd#2H2vtNBO-p@7OPzEg&x3Nz=ir;Od6qTwvH+=WDR4*%qUg#~!Al*<@Mziyk zStwPaD6cKlH0*DAzZLJJpZ#ywb-(SDyK+4f8@8_np3l#Bd%#~fry}#kMysx-*X|kM zb?MPkrS*@{+oPK4=C7=~%-~*zeLu{qR(EHN%|;YBTbhYP!~k&4nZ87PKJx3K=kqrs z8n--0ANM%!K5Sfnu(Ej4i$m5cy&2oLkA2nBIbj_;m$nN>*`Xu+)V?-i%U6fiF27=a z^lUz(we>OJ1IN_pRmT?_m+D!40d>;PVQ7m}G?M(Q_tO$Z<4ruTr_{H7k8O{qjZ2&F z|K!d_7gANTu`SEl)AR;43MwBs-mo7(+Kq+#~^N`=cZWBMZ&Z7$0afW;SiQC)w3_PEA`oASUsHi|z#^yHuS z^$mENx>%oV5B&Ni|MqxWo>Iyug6-A}VDR?1ztI13Suo|VY4Ndr=ghjM*KX!!s#>cS z^nZYpZXmQWtLAksHR`?07B(@QF;JFiC-C*Z!M4oocGz%J#(VoOo+oXUHGzb8ZJ2lE z_T{(BI%}@XD@XU2+uV6s|2m&#WkEU;!;)iRw0%G}Sh3L@o7tK^=ianw?VS+dq|;Vw zVnya+d+2cZ3v~i6sMFbNF)RG0*vZYk{C>>6NBWzhc_WWBSI??v{`9Tl?(J?HP+qIF z*w6d8&tUd7r>V{4M{UtwI?arPHLR7?3-|GiKe+Eaes%gNnpWfCs96yhYJ(9p1=#MX zfBe%g_wz^8r-v2hd&Ev2#V%g}vh(>bzixki#Gjv?_}I6+e^I=> zVetNY=V~7fHeMonpor}WpKKVNv9--AKQBLSf4BF4ATE_?Y2yb7^>+Hs+xN(C(w+Pt z=rDYXWAai}fe{g}Sqb50APYIw!19bYrEF039yV=VYG z6#LyuV6#b@56E+_>g5{<0-NmEMuH&#fSNF3IM{@X z)!Aqa3wOWP>YQ&52N$BTzkr)w3+J=yE}2;Jbfqd`0>H|6-K?!qDxle5{`Qpzv^PrR zs`%r%mBxzS3WLL^0G(^@`?s!Z ztp#hTjVRTcXWN%RhnsDd$mxhfd1_k$Sd~9lpJt4Rt&haqgBa_w5_Q|$T^%~CKW~=} zwQU#U?AzYqYfP-Q6>JknP|f}IQkAMx^~psf$;&$>q57&{>HB3}v4)rWGUip7Bg)@A ze&T%O^;=_NY-_vE{A~e3Su+}2!NdZvZO7ZU>uTZT5mg^pA3ch-oew>`cfXCpy3aY+ zGQ9o%fw!r#5_^D-5x(ss@I!(YxhaC)sv9hde-iFyd|87VuW}s)e6c<^J`X**=9!Qf zR>mT<=(u>q%rFOGZ+m(zp%r9WfxdgG~32Tn!CGmt@&o0f+XMe+t;6;=Vx7KUTG*&gQ8^S z43lld_;~zBunNDy7Whl#@C1_;Sq)j?gRi~`c(=gSVLRM|`yQ%HfN~P!! zSk+Ow`DnY$KRwpjd2-X{*~$`& zRzbhx_*U`d?RnSwF8(=&m~Zt**yr`G>-yWsv0xKCE6!(7)Pwsyp{!{)5Zr63sXq?!euz4-}j(5{`t9eBK>uz=MtMy(BS8auFg?}QV{O9&} z0j^K<$Ff9#>qqQwm7|`ugWUAk_`D%+Ki_}MZ`9|F-;a$N@tnJ9_GPx!+H>uwqgNy6 zU?ta>=ey=^^U~wI9-L##d-=)r+@6oO%CYMD@vJ26aCw1q^SpTuv~trrD*X&z9y$z1 zHW6;eR$GitDSpupPt>$|MWw6CI)`fD^YaUG+stiU_4(YzokyK`D-Wu@ zjMsghUms`8vsM52y0kMJ*0%djsZ_Rkx7q$=r2JMffZ9Iyx5q!_KfhlG`uceP{IMPU z@$-0^#xy(6+bx{xvwIEHX1yOc9(Q~HAjcwNeBSWfo7NwjVdvOu?Ai~7SNB?<_@%fn+$z6d{^S?8 z^UwSGkFV!-NFz-4;oV>S=e-u||J`p_d7s>u-b``yx#e$1{r2Pi7Q$Gk=fc?fxR?9P z>mYrQW029!F2S&kaUTEe!Y`J;+}8a|YG)>~EEFg65!dHn?S}`rKl$zH-=6oD$gH&X{@if_I|cse*Nz=-sbUb9(#@Nu0M{oZtMKV&J}q> z{d{p->>gVk-_||W*J;Okd+))XA0r=TeX>tj2a73PRjWB`tLOGy*n~%|&&9;smy_Sl z>jnP(Wyb&M@%7)IH*x&x`LTV}Pm_84dwMP^+XCC>1Ez=O+kcrwZTm9KKe+z*+WF-} z`q$3;Q`^(NK)-I!pSH(alqu(dZv{-x+$Q%4W@%se`JKNz%;kA~_xjJfe~vWHxAW_7 zk&i8P#`d4@{Qk`mzCHEzv&(7@!F2SOpsHl2#o_OIW6 z!lx5Xm(T0A&f)dPcK-V3NS5!pS^DGo)tyc zd$vBDYxrjTR{ixH)#KLtrVY@tOrJRtf4=>9#lM`RuJK#@vgWq@o_~A#sKa=t9V_`` zu7523sqL)$7uHYL_xEMT{8H=N^t;W^$GQF291(iIt*wwB`=wFu;;(=HzamtAe`>IK zXl(t3*Vo7Ux&L|fn*aDEK5xAJcpTR`-+23TKmD=AeEZSokI&!Vp4Yz|`S$g__}$A7 zaenW+UH|gG{8+sGIIkNo*V?M}9M|J!@?j4bum3Z)zpwqL$M77YR~K@Pe<|er+Y>*R zJuv?(PV4%Y6aRf54m@Q4QTPY?bh+gox&QcbTKC(+`?RqPX)KQp^Eu`j_3SNjdt2!` z=c+T+R_k8py=Gjs9_1owEj)L-PojGQDD!PMjD=_O|{! z60CE@1IMuA=b!)nfAf!htsnLEx{dA2pX7?q+s{YNU|CN~uxweb?Y#D@agscMF`uJm z7?=4O+wbcj)@BJ@*s6W&$uGS9c9g|Wl`u|aW`I=9>C2d zdv@DyD#l^omt&+wmqgrDE+VMu>B`x$+&?9!w858J-~t~VTS zjC(IzC)cBqar5JQJR2OqzVawVqiHL)=aBE10*KLgPsrk4c=a*kTILNj8XSYXf8@@W<3RXwg8?S@kKIaMhu^sFFjoV(M=Kgto z`SUx!Tt;whjy+sHp4^_X|90&DWjB}d$!ya=zZ<_?`a5o4Yrj2=9(y1#{TAav8Vsq z>WVMe-#+X3SUWbv?Sb(e`}gsGuiHN>ZoZz!kN?zf|5a;Z>!&TPf4p74A34wEpSsuf z7W)W0PsLR~<&W*B9`9?tk1dzax%d0+W6S;9ftB71KKqv6^g%vWevEm3P43sI+I#z^ zb>2N|tnc?D?|;AXOLUi?wemT|{^iEM-*flsR-Gzam%uac%eTJw(jz9mt~(~L=c%`2 z?8m5WpEu1d;{8@5Gf%(Lz4=c2w!?V-_!)6spU-tNY>$Js-MKQY%>L$#j3q*%yC`* z$6IC0b4*!Uq2t>P@5lLgtX!aN;!Qe?=$_tl$HMeu=XS`xz<-(Ri~8-$``@0nIww)?N;*(w-x_&Cb>!1W`l z0Pj3NYk#YXQ$O6&c5Cz4x|_Ya*PQl=o>c#ZkwOBC ze2@p5(vo)c>~ym*j&=vdVpmtcz#WEc+=jOm^2It6`^?!Qb_3PK${f@-+{&r}Bg{xi z?55PK5{sV~V2PKoRb72mUb-$m{x;U~dD&X5Ze6J?a6G%JX4PvfWC6#^KJ_pQ*a01S zWt(|{6Z2*r>MqQ7sTcY}4+N?W-4M*US(j2eOA|t)RrR8dn0u3mpC@lAhaZ7*wHi#{ z{v5V;KqE`mK($R@&;0VO@S?rHY(Cyolau_FSXHx83qTwex9}qqzAkoRj~b4apWJeM z#D!Ol9WU5bX0@3O1W6~VrfO9uNwP>M_}V&m2>{LA?Odl=W@bhgDX_A#cMHSWa4?&j z;Dymv+tTROy&6{w*^xMf8F5B8R`j}3qGMiUIqz-nz+kM(OA`3=eqJtdC6i8zrp&7ME$(jZ=7?^y*SyXQd@Qml2byl$qX%lU zZ|Cz=U&>TFFIVp6q>37lLk6-&!Fxih#&PSN3HBPbZrlF#*6C{kb-y|+Z<9SCFIgg6 zQ!i1ulrn;J1}x}Nret!k)79}3jrO&?1h`Oh<+*y(Qs8m_9lYIp+%Km#uj47qZ7Xmj zp?JE?5icH_Eq^~3*J7_aSx+I{hQi_!H3)0b$dGLc1FDY!(msd9%AY#7x~9vYltlU- z94xcUn8M6=-Ja@4Y|9v~kjHYr^!xF-vEO>|IO_K0`Q;6B@sGIahZ)32q0`N+fYUfv zy{)bL7zgqG&_4UwS=4!cb}(%h_B1_!a$_(}ILv(O_ro_USSml5UvZ&@+=chnJ00eq z;g9?F`om67METZoZw_7tn-!mnzOKNG*yy*^bGIw3!jTZhsE!4w9_l^QOPzf>At-0( zb?RfcV{lMEmvkEtq`=$X5>laRKWMo$>mve=&GR;X{Mh0FtZk~HP1+>EZjF(ATiwGdMh`PLl)W0oV0`TR?H)~3xs2vJ zH*53X{#nAZS=RMlh$q_x>i4LpV1r>x^T9{N^%*=peie#>G22%W{SsF64-3H3``Pmf zX@hy=k$vfraMNWu!f)=N{m63|H{rH2^lTtZR%u zsJn9a?TNB=4YwdI6shW^VGP^M0w&U45gyLk?8%~qOai$qvhB>2(R{#bIg%@38P?p& zT*YgvX_cCoXQMvf?exPf%pq*3?A0u>yN_90OBc8djTnlnoa(z{Yn4P5@N!9ITynGdV)g3e=fX8x>;4W)H8t1 z$VxT3Dqr%Ceao1i-S`Wh7TGjh=1{czCEFc)HPL6=GH%2cq4SS_^!x-nvs3Qwtn&F; zN4x~wmenPzT4@>s?JDb(0oL6ut&xxmHrvxxAm&~$?b*bB|!vHep ztS)<)Zv(NVTS{kT(Z;b2-?8d-uzGbYN1KtU)u>iC(O!ysG8;m&u3#R%Qu2IvzB*&C z99K)}D9Xouc9+`1+&wM3o4y|hO1ajBo^C_+#1ai>zw&NcogEfqm~39NU$Sf#qBs^! z=Dh*$_aF2*=ZQR3FOlnJ_BW4@F{b4NK7H79uRc-p8ku3f1rA?5u8(QUA9cKMsjbW- zp~`jZ7t&W(dz%AY^hF5OksVEWMbd;IMu0P- zw_adppD>^Y)S$b4DO}YhdAKVHS+zP7EhFiYHL{V-YR0Rq?)~b*dcTaRs+z>OIR(_K zfBtfkq62C*1vYGlA2u|$9UVnMIhp)^SemaMCBrHvxI~S4mui9-1H))mRh?z^u)Y~~ zVHgGbP$al;c67H^+JvFA?AtvHFgXa3z~VSAP*sH@tMR zEv8$x9h6%u9L6?`M6^c=?%m%yv*Ijk;Y*vx_Tap%D>M-TIZ~r|$gcZ@7heRLalsm^ zdck^YTLhe=t+ndKlE*yDe7^gSH^}TR?K5w=Erhb=lLS1$<$Z3A$M*W%YGfNt zdz+WF{^;r#h|O1Tq?1!qbm|cj5&8svM@OQ5Nl@*2@kKk+qHT zTE_eOEUVM@=`ey~6p&n_y=(N#06ONYlb$l(WP4+*g!(q{W#nnsZI2%|XF$hgSR+`4 zQ`NQ18m0nfw~QOPyX`=(%x2K3J-Rlh@8bqs!z^iZbycBBy777Zeq`O&m+ds@xPXUi z#&B|R4Og zT12!!NcnjjXZjZg9PE#@)v>vt?*LZGH!P>x^jj!6j^_99n{iY#}7OTasX;{I$ z^ms;83{HRhSmWv%od;%3a5iuBJ8U~S*D$>Kdn4U*8)kODfLS(``GVSSsyFl(U?Waf zZd@-^|EA@ISc-xf=rN(VH0D~7*G(MZZCm=EBWJjV58EPx^R%Ur>+{RLUm2-1ySA&pHu7yG}yc1vb3Cg&%=i|fZW@&h-jhS@gKG+#pc>JEGk zGe!A))cTCnZV?ebY_t~eR4w7|{*IC0fB5r%XSf+}q_YNT4dGR8Di%69E39uL!L@4t zD0X+UMDIOtbL=puU73xwGC0O=UY4_~whTvLywNtAo099vb>P*OEHw|MuW{A=xfndZ9ql)X)&}nEv+^{o%{=$4t+a|rr`+_ z27Tu5pK!ybT3!9hbf$kkzPF94P0J}alU#N$+obcg=@_6nLs^}b8TV3Q^*!4Rw{TZ1 zar(I*cV*XHr!%01KFwwymW%T*u&jlwh3=Z1?q&#yjssP#ifzwfcX3Z9P}b9G%-qkl zd7z|Pda**ws^3J7oviLkqrwN-uens{%``5t!#ZrPncW<4y2GqtYcV~V?iRIav&|e0 zESXs3GAhu!AmYNdwCS{zd8g?s>|&kF3^ui~qx$w-#ttHTjybk$nT~=3^DZUl&-hXq<%{Op1uQ;}#pX(E- zi^?tbFNWdIi}M-6QTx}Z|FKNH$EE5unYKB*d({_OkX5KOLsUg2S8aDmtfb1=sBTn+ zmG8xbRr6W?V#s)7tJ|<%c0M@`eJ}gkBhPznxg2S{fPyW>a=&2J{=dlN!&%HlYZ=sq zjOKU|m8Ggd9xo1;A32LM9vf(q+G=dbXSr`R`@1Wt_0VxKCB$F#%soB7|uP&bv`rFcT=ZFndh8Oi*~1L z=w7T#xo~}=A80@UE0_;$#H~>+!HO|aKl-)s9D|9RXLl9~c7r*T zszR3y8Xf5MxgbFXYrOC;yZg2;sjuqlm(8a2*IV5*nhjIAtX><<1{>QBKRjO9xE>pm zhOqvlW{FFva;S%O7=ldql>0-KxG_jRsa@Ele=M{}1pBm;ei- z2D+=O>ORiN%!qI|Qx#!m!oafO9}o|Bb5#*$qP;7@opiQGbEvsiE6_W+8z#GbwWA$Q z>zgC1N>Kj6&)d)dMsi7nGU38;4)d{4dOJmiJ-1@kgt34y-Tzr}A2yQ!~3ejcfPb9oOa8 z!lvGKGaRi^J$FA>6x1c5%*?1_10Xh0ied{+dQsIW?{qNbSBHhs47^}VwUdp$3?gNs z8yGg0)J1c?eC}e1Ui}(;g8pCDRML>`Z?KV_w@8|Ei_krs9uar<}6Kkw_GfivSr z`lspL)<1<+a}aH?4(M8ORqY-+jFw*3=CXY?vsc3n1FQ5xPURR16x&@!fuJ`-mWdX@ zQMQpND`zjYHV`IG7AKj{#rEf{MqkBOqE(r}3H!(Im%c`|# zUgf20sjSwv9d%Xc!-?)|t!IbXrbSfCZF!q$6}5a@^y31jNiRckH%clq>dVefNKg^4 zFS7=6Y3wz|+JYRs3YU61dAUS%cc?e@4mN^NtBe?KZoW0^s!5fb9m<%nGBGx-UaN)Y zG#H(vl^U%-=5Aq)%tmsH94v4{447G>@cKu-5(f=0gV)pQU^ep={y~{!O~xpI@!Tv! zcga^>c0Tg9Jo?qJk4DGBXmQ&vzGP*hdS)fEfiZ8h<~cgC`!nWQNjr5YzTdgruTk)| zu;0fvNRNKfpi$Q?A(?4wjWYYo^wm~o&c1z|u+3&0pvf1-t({%n6pvU;po39CUI@%6Xysahp|t}WXoQdja?dvR}utk{=pQii&J6l4w#ldEf0 z7qzZ*ELxRAFB<+*0%kGuTpohk*tR{4*7-=G#;(=Wf{nFr>)7mCH_l%FneQeQ&nQO5*#>H5}rb&1$aZTES0Uav;;L{Q4v&Yzay+2ox z^Sxd(N5reP&ooD1!@l>%YbNXE*+ZhAmUJMZ)ZNv1;*zFV9k4ddK1)Lu z%a02&o{|}RPi&CfrsLCab`A4iT2@xW$vSG~@*n&3d2CI$mNHi(Dz};|Zh;)$ftqbg zd^ToTYkPjHt5LJr;o}lN=z`DLmsdO z)p+0<+g<8>7Uh=V=C#7QVy)Y(EAUgDE*e^8Z9>6HyGho)RmMuhr5EQ2PQe7a_Eo3f zzb?~53A63k-JtVnmFI4QRD(&RLF_^|KSF!g{>WHK$796DE#`f@DJvQDUFNHx*0ALo z>_zzQYp6w4j!Ro>IvNyQ<;p;YAi=i0dLAjY1u>mGywLpugu`#F<>V2N*YW3q^NW2Gcflv6WRRRbV=`8Aq5#80bkOoJJdqFMf0fYVP;u(LJPEnpM-6ESb;0 z2X5OUYDH`uk-g=7y*4&A7#RDu0Luv2=dA8}##1MARm&{)ICiV>d+cxHx-PI9NMhw& z`tybmmv}C343$-4a(}}lE~%z`vE8?bTg(TGLM$H)GxzOcK!}G%RBII=yuHMWSZ6h@ zjZ08vr)v_0#Lta%^Uc`N!nHD04aG2{O1*Nfww=BYM`PNZHVIb&Ee<-tR$o&Ha1%RC z?jzkNKTdoh7L$XdhS~kv_LCfNb2q*iUS!fq(Vtp?nT$MkgciIWjoOIUD@cFT=)FZX z$qQaa>7@XbDNX6VwY#HC3vdPLy<87z7s^Jr&i=!2%Qnmf%G3d&*H#wrXkf&Ln&?qo zy;*F5E;OPaW_7y5+3V-S1#44PxG2?A_c5d}UB zF5DV>8{hyI9q=y(`y*hXRmH{<>UAjaaJK5@x_}?M+gi__P{B7dWOjAOzIl)7T`cv= zS0Gh|HbkSj&X%>{4~;`(B&*O0z#MWGmBvZl{^p#}gLs&f*wAm% zLH|L@pjRdqZD1DWH9y@jywTNN-R&U{>ta#xv2RD}(Vv1P%{@QHJOOOBxj4|fDl$Kh zLtnMr#yEg??eEn4nmd-@aHj!3LDN*bt<8i2+#?Py?N>h3?BjmpOcG$RKEDHY97c z)*9B5S<|X3Z4yn+XB}yIw6-+4Hv~4AW4V!=sk^&dYqPa`2K}=niET)y2Akp9w}-Q; zP%zqX<|~#BsJjK4ll2E0x1ok*ZX<}XAUGp7pgYT0?AOCu_WDfI+iui=+LS4rmv(x5_Ppw`$5%}EMb?^tGByirdF|UgNjD+dNA?7g%t6H+OzH#$w2TE(eC&oa zPjkg6chOgEg>wMr4S!v+n@&+I!;9=h5PIR=?WG%{QN~Jsz$)R;B~2fHZhV-2Gr7`K zkUwA#tAUoJdWF&(-6^Q92WJhmoDu{PGI4$h%;uGzO>=XL78=v`>HCahc?bzlI4feu zhX7GcG@Lek%guUVF`p<6xne%4vTJ|qZNwc5RSQEAZWEYIy)bEXcZ_D%AGctcIl3(i zp35PtlC@w8%XQUSErz%Gls$>@FvwQ-A{0x!0y)aj?=B|lrKe^WRLCU$LZ&p?%h*6? zR)KRoNdtz6*2SJ{9bW$2Zm4qSxW(MJ2@_ZO_3Z~R8x+hJ#_9eT8bEPL*QmKo&`>^C z9GCGw{J#C`4WGAhN8hgB$B!SE^Ld}+^TrXb%^I$TP^6&p^Ei872H*3({|q1fvFGf= zO`9tO?_TXJlN@qmHDx9-;ev&?`|SIax68)E)CQ_{n_oUhaWf~mTAflog-iVB=Vxs; zznCg+sXn!wKZkGAtvxfzNiz&)Y~?15rKck=+C@+Krjo%Q19>4Fx~Vs9U+i|+-T32Q z9SpD$<-SZc$&`J5Q@`2$lUsEsaTvZKx7^Rwx>j42r0JaDlf36$y@-Dif0ykxqUT|` zcd#~CRJ~f11Z?fLE*uxmriRmMyzW%O_4a(kV~wR>5EnI7X&UbDKW|WeMmnl2&qH>@ z)$#tAqk6Mt?KDTRoX-#w$g&0;*-V-k16|k>C?7%Xy8(598bi087sl0TfIu+lq`=Vlv4?8lX-l>5lR*?9_A>{{Oy;XQVEBtSLzI`cmg zEMAQ(YEc(?Vw~Whk49&mRi;wgG1|4gJXX!LjR*~;y7TjG?G#j|x=)R3!K%)@|9-a9 zHrNhvreDql81T235Cv7jP@!kHn3;zbItjGX!fb^V-jvx$p=kk&f)}i{zKBjb*+sx5 zbg{C0&#nSCfM^rk%FU1tnb9rOxl*XQX4my4Oc)AQBBye3$>822BFeN@E>+`5+rh2- z!PgYtgl&L>@IT^%Qa7^EFQ}f>^Sa^wP!8sr8Kt82b;$bo+P?V>H) zpu;)ZBxgDgv@lw(e9AvT4}F2Y=6X0llbO+4_Eeh2U@{>JiB18!!)czld-46aJ$6+Ya# z)_OkIeH%v%t)-OQd&FFQG^2BO-^0(wdR$(8XG{(C&G0Uw_2X56l)Um|P@9lhy`3J1 z*PQ3C%t7Cwog{dZNC;hVX|B>BK2D%Uda%9b?RLvs@9*sHwQXw6UbE4LL0DS@%R%o% zQq7TEQk&H)>sX}0jR3j;cxA|ebRWy&{%>XXcsfqNy#v^1a?Z3pNTvy1Es`5c>zP`P z8Y-t?q>ExZNYeQ_L9Oc7RASIF#t1@MtKjm@JYWg9plwY{q*1{gmB`OW{}Xv7>#*H8 z%)V~-w=>H>{slT^C)^(ZRparzqH+xHjTzP5$ihn#5gsEf-l{j$YCx)Ppj)VBk+|8qgsO%B8=x%U zm^m+yf3U>NUL$aXZFXDd6&@(`TCHkzZNXm1X^o&m$knaZ=5?wA@Rz;W!f9?9AuO%N zAHT_t;qZWtaVr#h^ISq1Fu-9Li^vA9Lgr*ww_UBGcuVwP5sSoTZ}6}3Z^}YHUt5Wk zBOG8VasF#ZBY*$^g4kp`^!?T#nC)S0XrOz8iVx>GBETGbx5&?f{> z1&&%blhv!mkqaoFV;~;97T2<_p2)Fm01iJz>!zr+UuyzQ{arFPQ*i(cfUIOz?4?K~)i z4Vf2mpdeLU-IIa=1~Y4&U9R+jTT52KMt7}^kvnQAYHmH+A&=U;Ba!XZ0e2@L7-j5h zfr9A|W19+P%yM`{$e1d3g};s<+c`d&3*D9$0Nmi9Yb+OxMqnhY4Rae+)%LsD2NYpj z8H=lNRoUa~ZNnO}b?n)7zw$mapzHWQME!l^e+hn*{txYc3!cjV#!?ShwyIWOcyF_3 z({yJmlGfM(BtFfad)%9}ri#m;#Vsn1>->6K{|+NS7ovb(y~{W2Ft+%5m$Qwd+!t)w zPMU*(p)z*)YfLxZnt}F2w$p~Q2rzPWr)X`5BnZ~!u+E@2t(+NL!xnAQmzy{)VOB$W zW78T;9G7)NG_#Fx?~YD(uE4Pqys*;9X`eo)9m2YEu+IvwY(cY6aPL>4WZ+R{f4XaD=Q`fcs)_Vey@P-ok` z=D2UQTf)~#J}qX7Rrm1B!#o*uNp-r%i0;`#@)*kkAy>f4pT z`cd_p8wYKZCH;a!Fv+s&x-ii_za*(_1`F3ZXTjgJVTsA4z z=bz%i_~(DXi#==|VYS<;3-#eE)OKB%Y}&$FK}T$G6H2zwiV?=;Rp#p$?TYekZOYYt zH9u%FZN6WoWoXF&!q_k3eY{`RspCsqFRDd?)t>OQfNV z(^%W~kZe^UKd~rW<&W~`cK&&Tp{lPH1vm;V+p#l1pHec)HZw_Ut+%h+m+hEW;?yD5 z9tHF1m7Ag5dU(QCy!7W+6&f7GA!~K0lUfe;d_Xg_B5ZD`;q8Pt1e)}+{K8rE4oia) za)Vx_6YFJF%qji?lnKl>wY9AA2UdU%poMOYiQNs8D8B1+ZJo}`U2aUMO4Ji#yBs7CUCYU zAj55=MpI=@nHTXStbsPt-(aUZZo3T9S*6z2wfk{fbc;>H%TdyWCCXokMB@v$@N!nu zFgU_qcQ>GOb3ei+GNg8_upEtQR>7E|RKr^FGK@AlVK8URG0jNIx~f&RgHHT5e~*YQ zf{prlS@zy$U~~>6NCi8r%u{IMZ$HqLJnRvE+Qzuu#pC+}bAi!{8Dw6W3mGbWS{5zJ zgQ&G?u4<5IJ46RZy{wgvS zKbhZF_NxEFZnFq8MHIBCN9XC^LQqY0BZ%Fr(Zn(csA@AtgI8|l+rmWv^$Oow%T!xI zMeoIuaS(lFHrg%18d;3P6jgSna(ICk`xN>AmZ6Mxn_owxCd;dJY-%ERR*AHDkt~%P-!`Jgf&;qkk z0bzkJRcDvkdgVVD=#$!rH-i&Px;kfHcK3UiRkmv)LAKqu2q*T}{aE&cHV-~yO<(%{ zZUMKZ`UO^tFm&s7PK#@AI7h7!bQtEaT4)e4Y~R3MDQk4oy~3L*bk~xl84O+UhJ2k$ z%q?PDUNu$E;oFK@X6Bo(&1z$N=I4Dql4q-$-mpeHlRj^cObqKA$034+$j``$v8%0A zqzqL=dBY8Lxf`T><#PpP*w`0#vV)nC{70kmuCQ9?U;M;K<`&gCh zyn0R0hFMsi>S}AaU<2D7EZH{4?%P+K!1FAcQ@{)lq-QnD;i98!c!Ohw!AKVAGpf+7A^&(yY*;voZUAQo3*k-csHma3c zt`}Ev2&BC-E)8`lmRPSl8QJ32*h>-5)h0Nwd!p_gRq_LEagx%OVhvxT-`%#p6L#f*E^ zFr8ccz73xZfMM-IQ<WtiA^hu)t##wYaJC);)-86+r#a}-l3f@b-~aq$ zBuNOP1iCP!sI87lfFam~^h#`RX;sL`UVZfCphVE?Yqe4Ht$FFb!1UlO0I9N z-)@HDoM5(@ePa6;TwgMTROOks@W8?Tz=iokX4C(qkHw+%ff3iD>IEDH^gP1CU4t{R1_QDyPYCj^s-IcEoeT^y-wF!R=c}H zXD_v!9Dme$mt~HEi%ld^1R>{1*?rkw#e9f4_dVk-?&;}vDh*_-h==U+hkZ#7Tr2W} zo;yOe)8ATGXj)R@YrV@}vb~R&Eg`!1GA~wAVpbn-T}N5zDfHZ+;Rz+)-qSW&b2iwv z&oQoJ%=35TL}?&5Ucq{43H`dRA+q154fi6N+~srth(TIr;mVpGUj6wX?=OgJ`(cQ8hA8W66E( zThof_8nQ3#+7cmWv6`!8u5HV0zfUk~>S}!2s)2NM2QJ>}TO_Q`4WDMZ5?AKKdoS%0 zh;tj)hP~U<{FmqQT^`^q`vOr|smtwv7V_ltr_bUD2Z)|l(Y8-Ep?Lku`n@*~vnZ`6 z<|AaZE%Dad?XEqyk+;#ddkssMcx^boUfrjaTi#+d3aJP4NAHIUDB#L=Yhxs~iZ%37 zdIRXJ(1V`n$G*&+>5$PFP8;P`J;|-?ea5HVpKpKe_h01ya;&+n!&#%tN~6u3W`@I^9AE6MYIaIFrSL7WpZNRV-dfKw_5Kt6^KpHFANzaa+_-C-_sI7* z&amI-4FBBMpX+q3tw1`^4I>zcJwL0hY1WCla%Jx~?8l0Nj!|^2w@%em&M)xTBDK*^<11<^p+OjTk zCTGKDd!-xCy-ummt$l2s@VV5=;*8jxArOTQZ&Qc%?Kbue&kw&6TYP-kn|73)U;o+S zwDH6FW1t5-bnm6aCwzw+hFdGx8)}od+WHJu#Na?~y-+b)2r=8cq3!}U(@-1r6WuO? z)`Yq^r>zU_fkD!=SZ!6&Fr{!*Ri?GeNbyBNF>kYFap9I8?Lxs!zHuGsg69@6^W|JX zHufm$sr*scxP38gJnyk6TuUD^H~X47ZO`F#{Tv)`6;E(_rZ*aphM`+P`0b% z{Pf3zJ~f7HOY=^s;R=^~UNBRr{H*I?8mup^_kBp$s|#@eOJL~Ld0UhWB)uD@Ch5Zl z_qCR!E#PX@Wllrlwp~~m*-e{$JZq0`Ah~D+00||}-g~{&O4&2J)N0J|HV8dES19iG z=EZr=@NI1STI=okIflA4C2qUI6KEsMYb}@*W0r>bUChUfN9Mk-+bst>9|>(Ohdpni z+H37in^l!^UxvN=Rqun!WHOa^dO!Aqr|eX8nJxnxSEICRR(|a&Gg+hWl6?)T^AH=x0##U*pDx_`MBcD4YPDf`TSl@tYLUOJifxa zO18oE$#PeTD0m7e-+fd*l&;)Ulsr12WYt*b*4bjD)s?a|UuKx!{<)K-C@vmbR%vRsz_u@?~*y)k>iKg<{dH=T5{ai}c z1h$<+Ml^8syjo>j?1Mie&mw7R_30!ByPl;XwRzKv8=Kc^hWXI0CART0L~r|c@l%}G zgMuvC3A@Zh=UNkODj*C709dE$3{$^^t7Vkf#-{ZQS@e}%e`Hs|T5D8TqV_Zn@sE0( zyA9;@ZXC7maSTpiov3_K&%*GpsSU63)CTendwt|bfvARU5uNj+o*4HrY?KOxZprkb zAtHqagjQ4eg6e<<`g$a`o%2>Zv^E7LO{CG#bnblpynLAy(P6-LaWCPt-~5hWBQydUk()v%VU$ zs;-31F`}#I=Li1!rMop%<+B3Ydq!6E=(smk{R}s=x4eS(95beIb=Je3`?f=4E~(k~ zW`o)WZjhb1G!ts(v6SW5Qn#fo?A#r}yT4*S`rmnq2yusfUY{DVyX>VblYxWd%kYm{ ztrk?InK#^FeD~Wq>yePGfriZ5!#E4&%F%A=liPC%lkrR6+rqfimS!5;yd7uHBLQnM zO>BjV*=>4!T`b~BrIN&ru@x;f_vjlNh|e`zk8PZTLHD}Y6=j@RF?Bm!kILZCyo0nm@rB(Qn%{y-iaTy1J+~ zVcKY`{q~IUOgrKkTZXO9=ctn_e|#MM5(V~i{GWS3M!1Z1C zW4+nu09S1ickW*#c|GNV!A)JYmf5tgvqw2RWQ_wSLxoQNFv*zW}lSJ?7eV_-8-xUybR7#F=QvbNUV1n`7Tw$PC7>kPvn zu}b+dy;hv9OYzr=5FPZEl&kuzn!lOtW8ZfAC$?5GT07TngIhJGh}LlLbOEK@MX}mI zF9-lajlRAAa;tn>&zWoDN@W+iFO2uyVmHSh(4Te2co^^Zj+0=hIUO?5B?ITgxuA`TN?xo$=fI)2v?M z9cEP=@(sJ)+ZXVGrGCU`9-BC%+dgd^*vvIn?xdUAexevX37R~43@o4$5$Csy$K;*){PZslq1?7*YVoXRqDX2(bNKi__i<9O>$(8t-VFV**->%ZIv%=E?P*SG$#{nIi` z+l?QeR0ceJEb#(6*;TvFR*0^;dOma|4)^V5BWSyIxPQ_!Xwn8@&l;P@i3`dW70u{ITs*dNQzs8kTm;91w;E+0jYvw;?6DeeS%EF4# zVdY110=^yF?fpR8`OGY+ro|RpEU~(^IR_iDvd>NHJog{h{N?`ZyA8(iu=SV!1bok$ zoWI|)zA85DTgSEjn^g3}hEQ%;o34Y%mSvi!+hDN0)2m#`Sl-J}R z<6?IgYNAR7b2n=Urm`+%qLtiE)uS8X(T#OwcZY44{KV~wH*xbhStnlo%DwAJvsFu7Gi@`skO~a5-b|nCw2}>f zWx}%I1dUERA5Wup52q@xa<#R+?~5xvaV|USxH`I1GB34DQpvL;d58m^Bd__CRzt8! zr>U{(PDHJHF3Krx$6?3u@w48ZS1euCOQ4xvcSzcgJ?go>owcW)>0!XlpQHcd!ZW;W z*T!B!r!%6*dJ8=#DqU_udB`nY+e!!|(J%q3MalBq%wL@|EVBthnyIH_w$k#6Mhvsq zPx)MceY^T$EZfz}jB5<^&ii+#iDXL+wUJu@HfkT8N3Mj|0;{VkpXa#6XeedQ09vs`1uc0YPOu_lPS+2|o09ov3gf0sJPSG3Il z0Du5VL_t(%x5(IhJ8J6rxpu3i)9Z5i)Q94;qtd*1X12p`yLZIu^tSuBUHSK}Hli7` zSl~7?qW*sUJM7EAm*<+eGEnT2)z@)cUPfHt9-}>*uyE65O-gQ~7$~7h0B1m$zed;3 z%FMN$9b2p&=H%|yA5TERF+eX%sdH)d<8NQwcK>1f^ViUK3rw@8?NuLb3(ZEPK=bac z^1}UA%>)WcT<(rdSNETu+xbW6H)!1~(#F`We$Tw3V~^Vj&AGBU+(|gX1+}&Ur!4Dz z=kw!Nc9xsPFk)jLsGEL_elMBXZurG`FD?W)bPRiDq;2qlT5z`!BQM$rGg4V|c2+ms zY!JF%=M@8HsJeWN;r{vgM1N_Jgn3(7tMuwK^|1=Xu;qXPql9MI?m4fj)wLQ=BgK*$ zI-m|l2Vg>8Txo{3H?vJe^s73UCKxSn=?~tWq(T*v$j-ts%!cFj=XP5dx6nBjOw}d9 zjA1TO$@gFWj~~}R&_D6^C+>gKMbs1X2mbWHBdv_by>0{DIG_7f7ybtPPNYso#2(kY z@)&>mn7?_T8)n!xeMa=`a z6S3R8+2@X@xs|n4ZQjI7=JB2%r8V0RdFcZQGxo6FkKT@9lmWaU4_

6!FBlm=zvP+;4NK5eAnS#RNa7ish%xPhWL{F+<(^3lO94=vn2w~ob zdLTUAvq)0fcdK8T_5x9-?_eBKsRAYQK^tiZ9m#=cnk{pf{WWQUkca{q`JGGUCwzSv zX+mO9xtWJYa|CXSl3!%V^2lnV{@8QDn`tt2stAq^E-B}$DRX#t-qL11Cx5+E*raO%J# z)sqau1Qeh=+!@9)2`7?bYKn%x_*b7bqmq&lMudxrF8b&Oo|2QBu()cSWjV?GAO?9* zfFhBgWKMeUA1~*wc~0#_W0`Y`d@LAzT%=!%9vK$VO%Xy&DoGS+?fyFF zgrGoEKnB7r%I};ED6xY%S;KhFz&RuX97zf?MyMKsyzK=DUEUSEYlyRP3TAEfB@#49HPM*oH1il_8gNC zaGN`a3nbl~=UhG|&ye@a+16xD>*J;Aja{M_j1>1tV;ToEWCm~&-AR))fWnX*F3ls< zLZm2Ho(u-F-rkIrq?wKA#KCH;T{(l0F5WXHf`~MzAd8F0oC-WjS?l_2gky}L@2tE3 zztLKo_iBSDJ$s*DXme_(hy%uf!`UQ#Z9jo|RtB z+bFBm#e%(~SvJ79MD4kjO1HKf`~FyLTz_272%)O12)F&atc-CSaR+C`WKNBg$m%Hw zS(iKy9F8*xk|mv{%oJiylNn?TL@3W`k;h^ip;xEULp-5#ZX8@n{~=;AGxDiKi_{8; zXY>C@BdgxlxvVcEKa6h_585BiJ>ZrHk8Zt(NDKwIkQNqIEoIIUQ7BlcZf%j2az! zNkR`B+BQK;^*PZfxo1c8pVsF}`wGG#wJ8x;faX9(k^7xy{2T^5W3P?!d zrm}R`dU-Nuic&Lp!p}!Wl+vYMzSg&G!zyc>FLQa(*0;y6^7bEWedbS>c>XkuV=cU< z`N8w`u+#IbOBSipnr+o;yU@RK{5-4X#dZ5Za>K!rA{>aXTqf%pF^_R~GKxl(+&ff6 zIIH9;gD!W9zki>v^L1>0^X&?3us<|@Xg*@>vNSAf4?dkN5ow1dZnEkcCN{20HO2^= zrOX4TkWo2=3Gzg-oa1fmzd!Gt{9B6Ta^WIM3vzLI5#`H0k)h4~p`Ez8F03cE!EVNK**ICVxAOtd#gi0i(>vFwTzgIt7e^@WQZn5Z5 z`6mB#8FR1H>)M8rXe@0>bXkQC3MU?!!w=7Ut0Ck5Px1W6kV*DMWr=zT{kH8NxoPQn znZfSq=V@=I*X3#1%S)|Q7zPZ1VJja~W;v^0@iafu&jHt9Fv1MIfWmyBiKK4y&N@p0Mf{;7_NNYVA`O@@70&8yz0TQDFIgJ)sU9SI`X}6jZ>C$;QT&o(b(B%nmfY_ zpAn-02#=l!5(>@%%NQCq!#mR_<|Q5dfD5@h?GHE^JISc&EGPHq1LM${&?{D%l*4^A z5ebhuj-$I()gq*seC#p0uwN=-bQPjjV|qXAh+v^rtr*}0YFwTO1a1gK4_scA*)!6U zVu<95y}D3+IMvMmj@fkPY#N*MFGp+Lup{ z^$%~lMZCYv_u65+C_3r8loH0WImQ$?Ed zS59}oPQ653W4oQ_UARbOP*hef#NpI?OJYio6cX0L6z-;dq#K73XJJuhA|DZ^>A~P? zC_ybqApsE4BPVBMiN0jj^Esmyk`s4`m^5THXSbwO81*&9X>m0 zLIxs=+XEp9PX109b0SN~WgG#wv>+F$L5o3Lmoo%RL>82LM7Fv%nR{dmr!>h(XFxmx z#H1-Bgiw@Fg33%bVWZ%j!d?grb|(V`)u3D|5n$&LJ^(8m5oG3a5s{Qk&SZDN08o6E zwvehtxce}(a3-YCdah9=HJJiL?ySb_&S645^I=AY8_5N-N9iIZD1s;iNDs~=nA0^W zGdw*wt%>vEb&GmgXMj2(kdvqrC8!2%z0hO{CW>H}8jvWkLb)?(re+8wh>gh*zGfjw zV!|Xb!^EySh&2^3&cZnnl$nk+&G!1Brl>r(VkLRda?Wd~DZ!E{6%rAYeGO;v@Of3uU#`KP<#k+aeRlAMa%>; zBtaC+V1hC+2@j97UH83WYN3PU7`+XV$4PdEj`=+VkqbLlGvf4xJW|+8resP4#dM#b zYNU~b@Wdea0aMDt6kI8#xf7hjJ{nW2s+FZeU}-ZLQ`--n50N06J^eo79!5trmCww3 z*e=;us&GbEP4%aelfyWIA`oGj>EVyt(=PYVXKwlQ*Pj+pUwa<)J3&w5{$jenpvF4={-tNsn_FPDfv9g z9G9Z1>M_%E7L`+rrzBF7YO)ifykAsn4i9K_z!J$>$?oGT@rMrNu9_)qyey)m^n+U= znM4Q2kU#-ZMpVW4pU>q-(C6#pAN!NcW&6Xo|K|sPaCsK`DS$~2BMEF&*!m4WA?<(%+k;SkdVjumY=GJ;Y3oiMG z_S)^^G(l#Ri1pjP-^#${Bi{zzg&u8u^V!qpWBxpc76b4=U^W(mXD2#JS}<flRK@V< zteUrHcOfBR)APLRr>7vo+mrs@(GA`yu?b5XWT24^pqWe3@2ky$mJuM4vcL9Ivo(mSuffOSzS3 z#rf3ODHKVe z9!6BMszm-kAOH93knwUEx$+0;(!8FW}zL%$;=OV}L=XGLxO^JdM`=w{HnfyjQSjkKJqnVDk{k@^s~NO!~6yN>Om<*6_0+3K7I3|$MK_u*xzK@C)< zA{OS;p2Uj^X+eQ5)Az&n2jPpY>!MrXC4~pM!#(}=c>K_OKSmH~y|{EvSMHprpg=B< zD0I8!H2Ljq@wR-yJ3h3D%vvy^D9&W=V{(1uJix(R!7C`BR5mFtI42^QD4D{oST4@T zg<3{FhH{onDlFnQKL$@?*L0v{nwu5aN+NG>Y)-li(cv=^4JKqR>hj%~d&WG$gPEKT z-WzX?OA=2is8kdo5yf9uaz)f}s-eszVlHYyVqrE&k!GEJCLJ=(*g_q&KlEj7e!VorC< zOnq9?#YTFZF{x4&;w`pa?#9!-Tk>~T5GPb-1F}!2iAWNU?~YkUFEG-K%Auaa0*Ha| z(%-1MFPG77k&E<4xm$hjM06nvcG2T3o2dX~U0$g%!yGS0~B@C)fZ= zB&Ssj_#{sLu2iYe!f=srh}o7tM2^hqPLarXr-w_e)EcCc0T^VHe4LyMh$uBF0+}&w zWEz#ibVQy9iE~Y^YCqM%=LoM1ya%sapJsT0Ubd($em$Y>zymNl55mcVtk7vgN=m1h6Vj0e2xMN{z{; z6BcuFpm-`6?hw|cBp6EM2+kl+jsy`l3Gj5br zQaA+=%OpfgDic%SEFg$wW{5_uyi9pm6X-Fv1hHj%B* zou^Sp^$?ZTR&eG?W&X8@lZ>3H6K<+rnYX>1=`@lI>>vP=4!9GA6w{Wpv5KNDi=q}X z4R`ASix3&Ln1P0#XK@K`wUsrNg=YvTeH8juN4@s*UOcX4eCB$8tYhv4xNgcGZ|^zZ z8KHzA%%!nb;Z$}|V@{ERNo-b`l-WVu;W4XbQQB|Yo>PRyBPfClA|kS7Aqs*!c`&<* z)e>48BW4Jru}YHflZKb2o>d6o{H{&RfM-So`jP|zG>NPcDFK8#C)j7cCiTz=zDJ%*{5<1cRu*nR;prJia)&Op zZ7pWWE@GLDwr9CeVw7XX65w-Ke*@<^M$<{3XHIZ(k!Z@1s6`UYBBZUGEkJ!YT2MHK{eoXsCHdYC!0cAvyOjceoFpC38o`cGFza09Oqz4U99e5+hZHqZsTR;xgBL;wdmA|O%Mz5 zldPAYJX*Gv!WM}+*D<%pc$9y^Wf+df<4YfpPl&Bhg!}cEa=MOpI=+>$L^0xl%eJUQ zkaCGsiV&{Kv=CGGY6uB2_zV;;l~-+JIWYDW$7=4jsI+L*1z!Gam*tVc;VbW}N1Kmx zy#4dp*9)(DsRA_@KPb)x{cN8^=R9{YrZi>Ia#`BTjwOn6`;4+ge(1dG^y066{YzqH zm5@xo!#<)eo`(9O{m{pVr+PenzSmnM>&H#D-Wn|Iepr;1+l}YN-y3;d7V^CN1JZ%bP%5U1G`(bBTiaIc?B zF4U*bZd!$~sI_J`=027>)=z!8Fj&G#?zw+EAG%ralSCsI_Bq(9PfwZ zbp+QS-B->m;E%IMe8^Re=`s5;nPOGBO?ex<2>v3@-hZ(X$#x2jGNUx=~7#{I8GBUYRX~fXw=tu(%62XpN-y%-F32#TP_#- zg!6jJ?}dvd7!(Q2m=k#%>GOWmMpS&vX-3Qoh-Q}*B0`d7_DG8qLgifAvPeXUUh^Oxk8q552Hk2}@YgreP>W(z0!=VHYUHAsZjx*O zOC@ly&9ul7yeAwyBZtL6SP_Ee?f9K_9fYnSRFyb^2zDW^RfTwlod@+ zh?;0+v9&$O%TcNx3g`3c2bhL<`uwAB>x{4{>XCGYPoh<1|HAqr+QQ46lx&eF$u4B| z3R*cCKG{NyG%o5-U-eBySO9P)!jqs{_@eC$8HZb%Tg;3mSDx)d_bePTJ0z9+whCuy zRv(W(_CdX@D``3Q9zpB2epGZ9bgi@$shy@WGt=_x@8***bX%@+Th9CEaXioS%eW^U zY7+@CB_YI}XYG6X85|_+c}7%1NlETu)+cpH5>=A?uV1f9Q^i;WVC%((99||k7v&0K z;uJw3!!iS)reMH0!3b7|PV;0uONtaNg@e3Ik6rJie7W8Spr`vhubHd@3MQT z1xz7rsDjyYIt56na6STK=tC9;TYS{1A_Q^s>DCFNh$7!h;xrB*2mpwPnXUbhx|n}V zdFY%zA00aM<9ciqg_u2@d=?*MlP!w20uiU|A)bUR84>1qO**}xrym5;;wmm>J0p`K z!5JJN3L;M*o)IaTnW2Hg3gMG=THZo6~H|mr~i>ZOjZVRno~r>rAk)3L%^(d?J*omF3D< zg(_np9p-6?wBSUM{65vHHBx3~5d|U&5JZ#!oWsnbPuC$TSp*||WSB>is(M|gW+;S0 zVU9GAS>hP(VU?!nP{~@zj3mZj0gE)^OzY{12qJ0<%n+lR!Vu5!bP#p7N`fLHOd^OB z5Ga{n8Kh`T&5=eubsE#ANz=pCX>n+<5lf{D_d6#OI5RyG6cA0XQO>}BUGF8R5{%sQ zK)*6VFbPJK!RlyET&RFk(lt`t;F4L5Yc?h3Bt&{rLWqh4lV@cMNhEtLoJ1AbW?0-6 z5Du`Jo6jUBW*OUPk(Xl@=Mi}_T0=p9){k@os&wsgy3Qky>UrdD<@mRT82$qk7gTB}FK6 zCV^l~R)iE9uI9(L`}1=Bw$_gM4}aUq^ZjRG^h6jX2V`b6_O-Fs&C9uyh11a)ZIO!* zhaFB`&JQK#k8ad_`We(xD|XA0szS!ObM8dq5Re3_B;_>m`F%HD7O^O8oH~b_8LF(U zXsc?P_OWc;M+0P@mnKTR?wV=T&x?wI!0%ePh1 zFem0*F^QnCKH+@ zq(MJk{-w@eV84Al{|_-nd;3qX+kY?XH?hA<|2*mcRoYwA&!aD6yiI+pr=kYRhZxW< zzCuo1+8>Yp`!RpFxocV1x+dTw#D2Hf%Tq(S*dx3T8P;ST+mF}0796ba&4~Qj*Jr8z zHvYXV)UU~$=d`iZ>ml`NBY!C-9J1)?*V=Vz*_Ht<>OO5U5vi&y6-wQwJg#p)K5f=& zzs}3Gj9=TY@AtB_%iYZ-kz7ILrnS%cnJ(7l^NCg)QD5hA>@({|PnWszQ8z#0 zvrS^63g5`nPw9vBebCNM#N-dc-3xFnU?2T?_$ZzuXS_7r3mxB#nKvS?j`5#zk3Cp<+1+Q^gmhus$Af`;!QVZ6<#iSn?!| zA7XvkuRDg}gRGRktOfIB?3dU3$ftRv4z9Owb54}XXvg}xv!9EcQI;#UX{*>SIjJn> zbdIi|ZP_B{I6u;Mzx_SEPaN<3T8OglVwbqyA`uXeek4{dta84b@volUgPyZxoP0l)6_HueXF7v(h7mCgd!BSO1 z(q_Pi4UY#l)uM_;=ODsDm>(V505G!x3bLSdlo11n>As{_F_AFUV2L`XnNJ9sNThoY zGqMqS>B)@bO_XxPd8&(}5Tb}k;Sv$ujtP?@%hOL)2JGYhOPsT2xuB@;Y^O3x@C8hk zJxmBmtT5$54j;qap$b(Fk;EG+OU-dwzZW@{wSYLxXM7;5+R)Pwes)WED&E)nGNk?5 zZ)){|k6P_^xyLOY|7BYEq_S+nn$CmyAWyzeOs*;B+^J+Kiy)OFkQ6ML7;coYZ7axZ?u?4rJr8CB5`fBDD{F~M zITKwXIRb7O;=?0kzuvsn6q)DbQOypMR8iONpgFB@Z6vJ4N9N-iG#w zpWXh9{MF+vB8VvRNB~(PX1#pU%6Y!!Zr_WTSt~6|ibjfsN+d!llQRUpunQ(Er}><2 zkWyM{jr`F*$UO1@6 zWFm=LOyK5Rl#DZ@CR1d}<^b3uhL4@YOA{#+b1*Z71O*t#3AABwO3UCxL`;tqX678B zr4N)PnZ0n5gP_TrO&cT^4uxkL!BQ;Y=o`!}RG7*{7??#80E=4iJeGnfJkFg=FB6aO zas`PRM@iG+CAko+JUjL92hm9p#VLX|U?NJ+poD@9gQ+k)rzKK2pk(ZtCeh%RswH5!iuW8?^XAN8}k~08e2_biQ;>;{kS|=tt6`E14nQ<@FD=UOeU`z;rOw!1)H7-gP<@Bw` zBGn6@%GC}<61hc4(gNj>I@s!HbQhS#^zR&3YZ~z zh#k|aW&_nAitkIAWKL03zjsVc<|!5kb}B=)En3{t7>Cbm8o=ubvD_r|2}b`Azs1@g(*!>|t$*r5-b>=VhMFnJ#%dX$~je zFDIsanp@@m@R$eaq4a4=;ibPk5oYt{1LtB>&ppC+#l73xPVj4Bl+zLZFA z$MisuK!j5{Dxpv*TqW-hWwx{Pb$x`QTqZ{@)@ib)_?5>*yv;=C8%1Y%&gIAC8|VPN zg}uY~~ZG2Qu`^l+X#Zc(6S|eSU>04t8d9mk9Q|) z<(ciA_AR$h#NwhvW#N*2_S4vo=1;`8ZClL=1rtGLzEsY$8b@K{?v{*^xouTJ^Mkxg3eOR;mF4r*PCpJ+&GBgRkQHD3 z?Oe1SE5g~cQcI_EoL`~#4O$i$T+A*b@s{U z$aev+bh&9clEc0;MWiK1hpFfckHTSw=v9g%L!{QLO^VEnKq`4-S~Znp#_ba1k%z>D z=d=;-OvRL(5k$(OqEZ-S9%mK>Bc}_IhJ0TlEY403a0{cLN487KABX;V@DuZY^8B5^ zq6PNCQWd?m08gN*-==(loXp;s$OLHO5!T zC7{$KTa1x%s!>&66cPT~`$4T}*(8Vt_k2gK+^T(F-dia}r;>;)9Ew@PIHORIneE4@ zKa%#AJIzYZi$kj&dZrd?=Y|#?`O(xz$6Mt zTgXv5U8z{mFwi9P_B-Vio)Xi0D6f%8@T=3v5uSzu$|@oZ53`73XZ3_LO>l66Lfpf6 zxha@wfKMVtHqI)+cHiaF4IhX?QK-(k@rY+%1QL@@#{psHOUA`n8$5+)hJgqQHKLi} z#xE*H{!k(X*YLEH#u11Vqrw6kVadu=GAlvb>@vF_G285A%M?1vohe_Kj-dCjlkCc; zD#c=QH}8F@KJ#970at?;vJ<%tIqILoGSM!3CnyzTlkZR9T8zL{PGlrKEE$W+sjGW91+o`+GET1%R7iWuAfBSJsIUw_?f7Uv{M|Tk98Q!=X@$g% ze2AP6CE}ED2$xdDRNPEOvj{9BGd;qrff?*xtE?Q0O(a8>HPjN;?Nz+0Ur3qq1N~cA z!WLc{hcfGTa#dz#kj>0tqEb=PBD!H17Zc1Jcd!$IX-Qd7G-MCH^L;_ps7y)8;!3k& zG*YX{o)|$El*B7oi3#OGJu$lpI#3uCaXEb~9)W-*Q>GAz9Pn7sB;^!6mG{EIw1JkB zj%74rB~d;iFav>^HYFFE;nReJS0(B^4>DI=9bSof(nh>Ucm}*%{ezWdXbtwlyq2|; zCR(=FzwIotO=b{8v$Ugpdgrg(nOYy$={ z0&<}=c#JX51NEKQxq47|=_tk#WRdkcC$ZjGmkG-nxz5v%Pv5E&K{!N1nZFPIMz4SW zbksjQf0G4Ye)(D3xn3dP;#V9{(gmcX#%#$mo}kzaqV z%b%Z*e;P;fv7Gh3oD?5(>eN)Nt%GN&(Jpa36jezIOA2KQCuOjXDV4q>&L<_O(LCwA z!&ZiuO3mHe(nnBg$}1)ln#d}3F)C>pE;gK7RtZbFca=r1%T&PUN$|{qWaea0h7dPa zqrD_Akx9W}Bh4by;{N$x-|Bvu_Zr_KbH?KIGWmyR`=2wSF!~4|=CPJmG5k5u8Mx?d zbtYrydM+2g{;vPuE8jLO(APc8U1Ws%M>)o(j8=OklaXl~&Q0w-n+%_Dnb1-=V@@|e zxd7k*8|9EmT8n5Cy%&m@frN^+&09T6f{uK=f!@>1uyO&~$(2N{S%zmJ{?78yvOvW~ zev_|%{KrFhJO23C;(tEM|KXRP{?EVP{(m(6*^=u@wyued*4+V+5iz^9R%Y(@)Tu_& zo$mC;dICL%WMy{D%2cI1yUEPe%_f2*0CyjaE@l=UfpC(*-+VuP`v3etgZ~5ImB!~Z zv-wI6*CONU^7VyTsC>&&E%k^)&g1d(+spfCOPw)&2RoQ$WvEqtk8$pPCd44#NYe=? zw9>EV`N&7o+r?q0{gAcJz9Zl=o_U(Rt_~~qy`tv^c?R-I*b|ipjMT+T&oS^OUfu-0Bb^Dzd_10h~ z9A61Y=+gL~rs`1oN}uoZE1nOVE$xY^2cAR+m6CY`-LeRkseFc$wNGjVyM>&qGseY@Gl*~)x;yNoW5`|S;uA4pzs z-m1)YVY=4dXP#d%&bFG(KF6#8rPUGjn0kWbWm`NKcwJ*qf3|iBz1ecxdcARP{qr)u z4#l$Dg%){QD1!UMAt;SS4m=XRi)EkIkBW3PUoouI4KrYxL+Nh4s~MxVVXq5ZWl zS8~>F$F#4{Bg8JfKQP)-LiO>H<7E9jbRX9b&+}QwqofX%Qy!5qJR6*?Vw7R3PqssyJ(zuD9Lf z@@~#!kO#PHXXYp}B0k)H9bCO!2f;bt<^asgGMX>dQh}1)$wp0Qm4;j$@xBimbBUAF zDOt!k4cB2uNq@1{^p%eBCy8iXrEcxNRE;_ARCm^ub4ml>Hh!yWhA_OyxnY} zbD?~Ed%M5mk1s#KapKV#s?P)FS+w$spTGXG7GwAl`Gu&9NX!`Bhp-@JqA^Wn1GLiz z&8rt@IxF%S`Pj)QpB8%ee%dd&&zX}Efq5p+WKnhpE{c?qX7fC3*mQonGDrkNMuz4r z84IXpjK{KopEi>qH6p_hk_E_K6BLlxaluisLmWPQT;3xQK@t$mL+q{5hyHGGfY(&a?OV3u0U=CA=J6)$Tcpt>Z~`6>ON@24fn-4rki>$# z#(bGj6g~&BSFtKgVc2s_a8G&}it;sv~p`3y-CyRg|7% z7x7YaH+Ud15v<7`eqbE=s5EG;)&OI=k5N~ZstE!ZBRpKd2XPci#biMzJV$Ry!_o@;qZ!_*^Yj}0hj!Go#p%&NI~xahw*Uw&PBPN&wb3VC0_YV zI5*9I1!s%TrF0ZbUX|8jiTAG(_o@l>2OP%|kBfUdb+N4m@jTzpIUH@d*oANLbN&g|o_KcQw^ zPLRnEjR)29T;o3d+3U9{=S&3NIaV3(IA3@CC~!@$lli#PZLvF|)28iZUdn7{aJRfC zohCiFFT-h`+M~vkz)uP96OplVSB04V=+x=Lq!?xc{HEaq#LnQ7Q_>`y6Y9L7r0X)V zrE!T~^DE)6LvpA3O`Zo`Buj&qaP4^6`oG_PIKTc&oR@QX+@1`Nr|X~JwRP7$gA~+z zBhyN6IFF?n!}I>zKfnI|H1jr^LjfcG_RBOk(Z{)>_||SB!4n zu>4+*IfIfmX-}q?2N=n(4X^%j#x}BIghr=CgsP#ts4GnE7D4l>`5u^}oPF*}&Uh9$ zF6s5`IC>#(g+C>%`#p!}_72*$?EZ3#%PE!|tqtUgDsSWEEKj4ow)fY&xBU)r$9kO0 z?Z|zL%kx?4EP>nO`FVeOf`mNJnZxRwVGK$|r%sP!b$g!j`T2pgi3;1>sk2L-OAGmD zUtZ^!ak#P0ON~{M#~iQko!V~B&tKku*q>Rzz2_mYH$IRMwI#0OT*HNBKwZ9`bxcV! z%~L!Hg-ZZt#^o57;Yf9?8!&x1-u~hB>oNYh+=)gE@xFFyfXw%#cdx%ZXKYz&RJDeq zSTfei{E(W^hQk?SVh0!z?tdD;Eq#w+y-%5b@uSi{%MIZ%m)h65kGKrJ44Q98Y3t&T z`v+)a*3{QT*Q=8uWp;LP$ zXp5(}_`~nlKixmAzP?8M?cJ%94pf0oJ-<~ws<*)F75|Lj#Lv{;$IAV3+}h*U{E|+1 zeI{-j;0FZoeJ^o*eA<3}joRl@XZ@#h`>zw~djI-?#v2aHw&F|2BtExqzr%jp7X9}0 zz_*9`TFS?`6aDsTK2G@ssXJ|26+Ho4>LDBHA^CZl4XkJ-QK*74C% z?Uhe^|1RtE>imcP`0@6)U!OnxixhhF$LqW-*SP9F#~+Te!}YrT>9Wl_|Fgb63b=1& zU;j%fl!A$ml|~(tCkb87PIZ51o?yR$VOfN=Vg6R&udDshHTDFZYKT>&S9K>I3!O!wE+s36{+XCk~`;@k#F5I4vmzU2^U+lSS zU3y**UKi^xUw+A|hkY@-T}jG$^V@$SSi;kzeUg{=ELQE`U;4kx*Ps0!Yx`i2-zxvS z%l$v;@(ND{Vxx(f&o490vfmND2<|bbpUmSA2cDnm{w^i6j&`76i|d68S4m$uKP~c4 z)}PF!t~lej^>`emKAM=gv37lLe3{2R>PXXZXAEx7nkshwX|w;wT957b&#iy@d^uh} z)YkrQ-TW&&7XLSN9q>VxKi2ua_pQH&`SP>QFSuVYotZ5^jTkw9iHGF*wvE-8?)6m^ zR!@dotbOjwJGOS-?CtjG<7kYZR=?s}UtJu$lzl#r-!J}GKYPSK=KSwrr>Iy;>J!m> zJTEWt=|6t_7OLc{oGXtq69z#ic(RWrZ}HgqSa~@g`E6YOr`i7RWnAjl zKhN90QGGtkE_3(`2=_tfL&Hj~QP%_D46o3O+}L{_YlX7VE1z%6*q~O* ztilTyMnOw(%)oOmQdbm(IToL6U1mOKwetEVPxJl%aJC=sdtk=0wq+^X7yQS^?dA1V zVy(*``lBxrJ$JwM?iSKMV|l!L@pmu%IIa=B|K1~LeTS;Y@hjpk+wzd6C>lgWcbsoI z6IpSItgrsZv($%9ehR{K^Jt&@^^VFb!KqL9ihhf$=?}xHt-AB)B>)`e^?KiygQIMj z^2iSt*zecl)_k0zZ%YNCb>5ABqPjdXzxjBm=H)%KcaKrq{_CN%KQ(I3kJG=>EHC+o z4~Ac8+~}d6XmiPeS7zN z;t+E=qnvb+MN}V;eH4;-zX+h7lU8Ua$u~NevpzkVJ=S<&?dJ>4kI0KD{PFj1b(lEd z9{BJLOA`&7b@D}@<7oa^F7m@1`rGZn>-zM#zcssG2zhg^R=dn!K7Rh?YJZ-(-LEgP zJTLhk_x;F!_m`Vp<$eyETk@v|ZdtXeM}Itz|B(VBUjy&R6Sx7sOZYIMU@a3TAQK8< zsN8J+qL(e*mWY>uFAuq#MAoyN1Am=#0~(cQfj99lG{1noJ)7Yia7O8J+3RW*lLpbj zJ{dw=mX(+10qu29uFsACB5a9lOi&8bO0#Ik-R~!04-UX0S#Yuq?Hu-*^JIXYac9J; zOJdz0QT1!~huHSKsC9hYSGdf+ym`lUWhOc2axzXm1n!q011L1X4TxnyRB&R%`ZQ+f z(Rosnp%PtcF~A8Ge`YkarI$OI!R&mV|hH}L@o^~5R5k9F{tS^JSguK z?k$Y$;{GY)5wM+f-F2IF!y*E~<2`W7O&mD_%U81}T`T#mP!H$8G$PkgJwVRCE zqrlUgY{|TC=UDdN?HUT}U!2MG+3Qml4m>Gu#qV=LOoR=$Wvx73Z=ze9$(gUgMBn2VnneHnr5uV@# z$p9=I!XsSf7G!}FDHw@C(HYzsgXgGZ;F$w~ErDDFo!I=lRn;(c|>HK3p=v~Cn+63iH14S0TL4taAw%zPn8;j zq(deraf+m3UP%|p-ZIO<&2L`BQJmi z324ZJ2rA&>pzr6S#Hp7jG1QTTiYrZ=(%FL;cpwyO_NZK-t+Rhx)-XC8T)zT2tb{V77e0=X$s8jw8t63yS(TmmpXF?zy5i#-2m`ce0czCZAFv<^xg%fXw?V_5EW zo4DG8j;v>0!R75*7}v$CBFkE|*46lO<2<*ON&{Y{7Lqvjar=D#@|TD5TrYStvB&(O zCU50V-^!@^Pv`nOyt_tQcmGc=>$d$bq%QcJv|%pl3+$4I60Hg9_fD{8ESW6q0!P{% zZKMa}@8n<9deKFjYV76sR=Sc#8AF`=(=(&iud#{0WY;#2fo(iQ9tO==}&7yGr?e&`QVJt`ZE&ob@@`T2BNFYTH+3J!<^<|F#8AA2|wv+J;X-}e(VODVZ) zPvG}7F)cJ;2@{)c^K?Jl-f%_{*c;_wh9Fed4v$mSq{b zSgjpXC=eQ9OKLO8`i;j~JRLL_rCJxz;u2az7alU^g`(%VlLKaBTD7eJ5ccPh$H17- zMr=F0^!3G`x9i`2jZ@QAWD6&YkhPpR%C}c~>-l!0xz`3#`1_LmH7=NwVY4H_y6?(! z<8+#nN6FVi$F1N2nFJT`0<}pB84!q>V0kvaxLooDA&EmMILr~8$U)%PUJ61Rv&}3n z0O8oZ#_E3>>vJg^7U`RWWj-9Ge%6xRX;N#8D}}(B7MK;Ck}V`A$)q*{_QyQ#l;G3H z*@by6O9c@JI7hdyh{os?L!&R?m-IE}aAAa;b=VeMgN>3oF6~kk5hKjKkK>$UqC=tG zs8(e5j5E?85fG6{myWz>xfI|$cZdPZMk2Ume+#n%>TVvsx03hcQG>*2;WZtZS%Kkk z)bK}>bWjiSGksU3ij7WgXV=rzQ#{C=lM5*!&!-2A(dp}0>e<-zu%pZHk`{M{3Da?8 zn!7(xj@LdGZbci_db*F^D^X?Y91>WySoqA)Qfg8$NPj9G>}SQ`m@teS*+4RYSn^!_ zwRtDNEJ0$0$=Obin}A$&58ECxUVrLabYqu31xFLN!U z%BYf+lEagNZbU>6CN|V52Nq)7G9Kgnoao3x;NY*GU$c1B^3GneJR3cYsX0hdh1H3t zMIa?HA)@;+_kj*oSMDXLAY?`4R2w{c=c7oRq8*R}mP`yAU_($WVT3rMBc>^Oiz#-- z`5fq|=mL)9A&`Zj*z^Q*A0h(DW=TXMWC7@?M2wsmBj?0O$}xjvWqv}xhHn%FiIEak znuUT1At?=F4C)gPDI^gRffka)$q2l*3+EjWfiVHY(>x>4W>iiF!bpTfio|rvRHEEH zA~B8AC_s|XJnhiJFeQ@=w8`NGbI`!= z>sLrhN$HecnI2fTes6s*VN7T~(2oMc5|JlfP+NQ8xvDTxCH>JsE+uwx{kYC)mtkIW@; zAz}n0o7p{PXoi|M$gr6iMYsfPMAW}g1fmkHEF0q%&@5}D2N|&_EF6~b&G<}7f-B`r z?}W%uBhWHL*;$!_$thDrn3Pf=iAf3D5%vW=k zoONl4;1-ZjDh)`3Gy+8g5)8nAkP$E=fJ2oD7?L8$^dN|AsvY}I9-P?(mW4W7I5H*- zkHO4b+BD;{Bc-%LDmKA0kdOcz7KfU;vWgHAPNNbY#10ZLhg+W%%ElPe%tZ`xBx^;S zgc#^p5~*Xl1EPBxH~oPbV0MIMoFLMO|h1dNKX5ooaoduLWt8I)v4ff=+^N7~h$0or8bw5J(ZnF*q> zM?wDHJx4V5u#R~)#V*oGkIWK%@rCz&o`?vcfY|6#B>++3a~Z4P=K4nCHN2MC$dL$` zOC~yaAQC{*q!<-sKsa}=;0~5pVs43g9$Xg*Is$+Y!!isf(0U;v$4nyRIT*ZPsCOF> zmS_kBD1@nQkice;Mv4K{F#%3NFMfA?&X|#zX--6}2$(E*M*u(o1!wPOXIRqYLC#7{ z0lqsbRyCp#Q2T>@l9PhrZ~&kI&2z6w5R5rv#_5P&Gq=RkfgQozEvPDUVRW>CP%y>K zIh|nwOoVQJG8q!0Z~&x3&Z!PH__TX(>fCr3<~gGSKpW}d#0*G57)&noU6Aqu?&-)v z$}T<;j0IUEM#)hS0eCp}F(_UOj7VZZs2r1GU^h)t$1W|HrYC?Q0;Vf*1@F2bawG&y z2LnQ25~lO82u50jE|6lF-;;%o?`Iw-cr^N6E8!``r9U}M&pF2!vkHhP$h(Kbr6&+# zb!-RJfx~G(`R$U60pf{xoTI{g*;MLfr-(a8LmSY~#J(_>SRA(rhG0sF$j&8cf=3Wz zPuS|A<9^yxj*X&2H?~@uam#WsUZ*?4PB{V-%$bU+idJM0JL4Q?k=X|S)0%&d^WX3L zKXd%IPv@7kA5*s3XCB{*I*m3x@EEnrEuH65c(dV1Gi^BLCn&ttgNzSK_r%zZ*!E33I49W-1ZfTF-)NKT6TU-5i> z*ctvsuOC>-US^c7I0k1`09u@;1!V6+XBls47g{SYTSDZBc-`;Rw}3nKhvU=WwjA?% z;`zvjpSs}7R<4R049@v0!7bB}wqwj;CwNJOr9r{$^K^O+;>bPVjkL!Ma8`X9bpR}a zq4uEJKwf%cauS(p6ZOQSBOUm|Q7JEfSzq~KKlAtRY~+rw=ltr^=H*{&KH=~qPh5F! zD|1QjM=UB+d_`Lr9u1K4eQ6I*x0PzCmpeh`edEO7Z;yfnUELKE35x}f1HO;Vd2wH3 zddcJBX}+Ft9j_n$X;?VGmeu!xG3#Z0dwl)y`<)ag$Eg~YMnXi57wCeydjCEv*vh1s zt|7{e>}@=Lg+=khd*B6Tsy*hoq+sMKxlq9#200S0Pt+g5IcGVF2N`{0;NAdxdy$}Qa^DUpybgrTs;JSih05)(Kq z=FvxZ0xL2jM@D7_P$E&#zzBwra|j`^T3JE_xL~>VuEV>y$+VT2h$bZow-EgNn@#9xE%SjOmbuWCVwnNQA=-Cz_#N zwl+cbv*L|#LPbHyJ`fUcs<{R-4x3JZjq5(UlBkIHhn6kE7Pq&r4_f{pSXe1D84e;4 zf27^Y08~J$zwuE^osKD)BEarBRTULjUNu*UD*89o#&h-g+vWDnF&VD2~Q5n|dyGIIRL1!OeX340PxM1OQ3v&!)N;lg9Q2c$4%3+e2XJ#jH7MM0K^$!8r`YDWFhFtA01BbW2{eXX)EdrW2V@{eBH{B0B%(D% zTsJ3%aKvQ$3lJ~@Q6#&=_r)PZ<8WjY0_?*Bk);s%nXe*?BoISEfxt1{x}DDxQz5Ek z&5SXeVlYOCs|tdLPiBJ1;SAPms~0YVd6g18DoD1%}U z7{Vk%CEPnRBnd)Nn8SC}vm<~pH>fSq44nv=#C)ndC%SS{+IPBAFa{d!0KkA01rrDY zXt+)t>O{%x43ouMM&YcwxY)VpJb@CyOR22oIA_IM(BM*0#S?Q{0YzMiO|r~z3Z_6J zM4xO%EJVsImUEl~Ie{3I3wA~jZipU&n2|sLtz#!d#7qfHOJqV}LVf^I02?X-BLam- zceq98dC^2npyZ$tl92k_yL=Dx={~p9$>7Yi61U>e?~qD}06;(jMCsw0xR32~?sB6Czem8uQQWK2N-h=iG(z-%&XIt*4QoI#ig6rf?7oO_8AYnW66 zRv5)|P-i1HpTR~lIE&>n!!f@fJ`ly)f=UeYIq`f10Z1X2072vu=VlYrXDWUlHOQny zMK|0hb+s#5Oa2lueKJfI%h`f!qguPijFWN*dSM7a8#8^1_4JNN00sbmw-FFLJOh#x zksKi=fg=hVBk&Z8nQ>qU6L`Q(WJn?+giM*9Sv>-Trj!FgRhk@>a3m^oif{xb_%t&B z0$(0|w3w8Ek-xfsb0-_`xjr-#-LH_DUQiJs3(}4NluUpK5aQlD^o%eC@2X#KfRVtP}=@EK-u#EW=KN4phd|59ac8?mW9tSkS2D zXR#I#!wfPPtw@xVN=kBiA_7V<_l5-49eRYPpQsIy#3d#Brevx&_&xXFdO;<`hUo5(lwmq!acW$CwvI1+-pHbFN01M3bodB(Ors3KfVm%@Z8IFQ(gh z956h7n?=PR=;MJ|&$-UmL$_Xj3cmqAm``@~3D8w>y{tRXlKg??#qrkt4dB)3aS%Bx zATL_b#ZPoIrSdeVy}c5;&WYmyA83NnM*gHBmtYS&$1NrmA~Cve|8?};`e*i6&Arkg zZrJw$yLt#*-l9r8DT&bMWotZlTsP4R*d~iBJ|w=3eEs7F z2iEWiI3G3qA{uq!t;u@5e%oJZ=JjcNjEC6y4?nb@`(u6~c^CV)jQJ%0T72y1f1rIF z^w***v1kgH-TRmC%xk~=DYQgf=j=p*vlEcg^@z;&Ldz3iLwRq@mgzv%U*5{!j?u3E z^z{5~^8I1>y8QP$jsM9mbt(r8ov}_DwH~A(a|v_0FTJTPJK&Syw=urFl-meuO={|c z9q#B2nMuAbtFS)-6j4LsZeIbd*#FV5AM@Y`Fo^nqmpK^y}8k%kDFCl+EZfM_r>iLq8XknU7oW_{lC%JjCC-8eHN0g}Z< zi39`59flJzG)zHB_^z9J(uapLM@XKUzC;EtCtL@8-njXh_n%Eg5=KwgdAKQql+j(~W^r=Kjzhl}E>y(b*p7R7ERIbW|l+h3ODIzaOF`N?i zqg&MhlO@$$M%QT+hD?d4CnTrW=2K6glhPE+CJB)dMRE06Q8fenG-M_hzxf>RXgwp2 z^8wzQ11CgK+W9qpnfx5}U1}ze83v{^vFM6y0}pd+B2||eyqka7w!V6W;iKmm6R<3L zX~mAQ09G{b1A`)1l9$lOvXiio!Ej3Cim0^&B|t(B zOY1ff$t|@20YbWRk*bb(pM614G={-$l-04YQ^gH)ObZGskRzuv5S4yT5L6a2$`lm_ zKq8VA9D;04GG~nBKoS&P#qJY9lWL{~M?{=%D{Tyc+|zrer#S|>#d0coLSrb}IVV7& z1%c}vJLljL=52`1!fnfPDf^?(Gtz>{h-bzmOW04J8LmXg84h!pyAu;(LU^Bp!isXO zEg<`NT#$hn07Arx-M@cO004xkiJYMkkia+~f^cJBG6nGjMkY{1WpWJ9INU~f5`*LL zG{8%K$~*m=I$HgRt-RW6qHYSyeD;`ly`l0p^JzD3l%C zE`sBnF-;^e!4W3r0~|`hqLw_vnbgHCf`pe7(IpWQIgtb?L;{i%88Asw5)cwGF%v;d zP6kH^#7r8&LjWWcdpIRRCP5-3Kw=PNXq=RFx#XPpu`4C71)VwBA5V_<;4+y7B%?zkc z5i|iJEipJ;5_p0EQh^2V<`c|E5D?Z`u!rwr+yryQOpjalq4>qII5uQLNq~VkiR^3p zz(qmHaxhGZ;K2z+JZ4V!|1*VNXs*ohbK@^adIC(xJ zATXe?uw-VQFh@o?h=fQfeF9n%A+oU7h$wSLA>u-SD6OVJd|_r~B7=-TH~)L`Vk4pO zOo~L$zfd4 zm)sbW*p1v7FdY*)!Gkabz}Ow#FwFyy0YxMcJS`DC6KfT0BozQNFg?G|DvpY4>ar(~ z4s2svW1&a-yU(}BoTmVnx(={DA4Pa8{c#0)6Wk>a9<>ZfB$AEk4zvn4EQUM*5mIx~ zeXFQXHHXUXWG4+nyBE6-!9X;J^hk4@BMmWkvUSu;mllC5+XngBm%G2Jxf+U1+t0pB z?xjvfd|sA$dhf%5q=yC)C7}~I1^#*8 zzo4Alwtc=%eRRAg3^8unV(mfh5s>HTD(TwoBpud|FJSH zAbNM5Hs^>k%LRMfSe&pR3dsTV7>0>z-4fB$s^;yzJvUX^#ivJ-6)M+1yU-q8~85$rYGkk5ccBEj$g!Xq?8NBy7EQW z9l~bLWV&3QkHQ*UaWiprvS15 zvxo@9lu`mTN6cdfe6*$ENIPP}d3*YtbS)$>USm#=8PgTdN-iFXj7|UmV6L9j9C8oF`qVqWMS}z8VJq_~^HcuT4A%tySqxWNe&APNpJr9au z7oNBhQctmAXONL>TayZMZU!qlA$}41xzb~t*M5Ho=NV?o1dpAH$%XH6$7i{{9j2K{ z0~cC;T$tznpKyHkmI!L|p@P9%N`#z<>jdBus2CT0Xni|v5mHScA9IFxBsPC&b{;{N zLgCD_;uHu==!v_rd6R-X2RLM;*8~oy>E!Re)z{zR{)=MOc^Or_R(GhkogShm01vLS zk_n5(V!wX<_C&w0%6}{`y=;M-Sfp&L>r&s2=r8T=3xdvF0y2n@$S6#%ryI5HdwP)C$GacD`YAZVgOGzn0JG6sUfKq&9V zz4z%!kvJ>hXYS=}20T!V&;$*`CTV2ADxi1Y`%CX^#l!Ik~?i+|y_JlB)rH z;R6o+c*=hA0gl{1f-%Gh?++e{JHr#AVp2Fys3Vod_0s0_W890bRfPu&(z&*CD;&Lj z{fft9G(s%Po!=ysn8G^Rsg$JYN~sfo3J^FFa0oD@3SvR{-D6r}1`!5o5>9vD`w5(u zagGt$2_zHGIToS_AMSyKg^+|80y9`=oE~2g9;&2eVO|4PIWRes(qRCEAxzd_DT#!z zXtg{oPn4Wti9Ss&k}QQ1JW?Vskny|i28lI@0%&^LN&J)7*z7aR!@j0q&003-SHvh{Qrg2oWJNyq`Wq^$|w`29mN$ zkZt}9O#Zl1u`LW5Rh>IIg5l)k9&|cX;9F|0RWOn0Fi`= zfgHjSGcggquP9l9)AziB1Q>t6*F-58F@2bw{eVc}MoDu{KMfJJP$_y~hENKb2xbSH z1RWai_mD&cc`zDsG{gzvFqyH|3UgO!5E(Dj}2z z!4`Ntmgk}kDbsG|7KFqaR4&-T20;)@0sw*z*yi`13_*b;GBp3bG!y`SGM1o=n|6OB zPp08+NFJrlye61W<3yb0n56VI5duBIIS~!Q$+2R3O$qmaeDoZEtu0K;a=sx9hUhc` z_ehsH%9sPLg)RYrbQe!DH6|+!NRS4S60ITcKsCz*n!Hql-N%7UD!>ucAtL6|B9cxN zL&|1cdbMOasfyGQV9uEcZURIsVmE>$)*wojjQseNF8Rig<4g>^*kO>gc6T)3QIfaCX(Ai_5x37$(%*qm=!?C+3L@=WW3!odZ zV_;DYuH2839uS>i5;A2&q|^Aztw5gdmQ?2MBVcD_0$e{j=E!@Q58Zd{g=ocAWOD*Y zEw;3vkbUw5E31CEj9iD^7z+snVb45(FY#UabO3i4h9~4npqQzSS1P4(E($G(geS~o zw19I*NbLthFMx$naK;Qa1Z6>FW-5tD7yOrb{?()&FCXQ}>YeRayZr}`HE-fllwaPy{-C4Y zd-2Idk5W1V&JO$D&i{6O`55jG8dEB4FSz~S{QPqMKKa)kU$6r6puR0f)vt@3c3e8f zjq(5`w1>{YRqo3SvRdULTxW^h2hGlQ)FX9Z(~OFD1Rx_YFuKS7AQyFC=A6s#;|#6$lP!)9)MDT*UVr+qy#5{piG<9NapvKH3~Meq2D6oO zj@f?>KkseD`e}i5L~6r-u zy@USG)Bl?!ZCpm*)xAa@=i9RC&zA*Q)yWYfN}y6~>@6qHaUd1Qo-@MI-N(%!X?8ISdy1uYf|;nn1t_qB!kf<34Ig{)EY~Hs7FRvd zFn*@t=LOC$ur8Ae8U#tFF3eg^V(v3FMknbzmgjUU8pX-+7m zATOxfnDOE9w~=I0vsDu0oB~6@dLV@aaq>u|l+B4reUPlJ6;T5s4}f4URruisBRriU z(U6faGWvw=nP62cj;DDKuxjkbnf2vb_2{9ENLrp6QQYexy=nqO$(9YVX*znGdA>5^ zUfGFHCmVruob#*R8AoHPXif#vp{H;5fccUqO(w zW{5-!EGDsBo-@Dy7iItjmS9S3Ne?2i0NIKaw&b)aiEAsTV;CTzNAKo9Ti|w~9U=`K z9dIASj^2Hqsp$g=4ZtxfcxN>&m){b-ps&QPlQ!xCa(Zz=GI#=i21Bp`W|8qaN$fYDe3Ad)+OG2Jn4~{!;eC?)szZ5)t;?frLY4q2MlwwxpUT% z>Xs2RIYkhW#5o;&@AqZ1QY&D1P=Je2S*T3xk^d)mMT0O95KtR}4T!IRI}iX~0$}>m zjK4S9L%@ATP|QNTu|Q^IkOxjnh9D%g^hiibOGiVGFn60hLJKo-1R5~{W@MPzdGu%o zJe2^j0u+ag?~gDAF)(qCL?@6sQK0DbuZ>kREW-$#8H{4Y9BNrbRC<9-+-B4@<`Fu)_en~Lv$f-$i}q)!M$08j6}<|Ool z2`IprkP${OY83Vai;O@D2ZR!eI1hsfLWXo2Vl=>Z$pSFb4H#G;F_2gY0}z#Cf+DY! z8S|uRD3n0wwWVW8KtN2-B+nR>f`}NI9)URl963WNYjBdHQ5d@}oEFxHAdv-9&gqGv z#F@kU)U3vj%)kT=Wz2}NTUZnTyZ}CZ*S|fSC`u`WUjuF)$Qg_~;7KSD3EQY&q`Db`7;`J-5a0&~zdscq2vw12tikU4iux z%_%}gYQYsSs>^73ZeW>w42=x*2Sr$*D1iGsIMAYX5^KWyB-=43;tSU`%N^+r#(s^L zKF<+T3ZrlY0HWw}GaCTNwX+o3W|gFe%{ONSq$CyvG|xFGqB3%NMuc^ama&LeHXL(AHqZg|xW|;WO811jkx{cK#WPR$kr=^fDqai5TY3=GnpI2#lNv*n zz-y3Mj%+keBxi_V&=va)vLjgnxF9s3=adEbhLpiJB|4=M7DWf9#1S6EQEC*ngfxsq z*^k0u6PN|TJ!WDFz_Dcp6mzglk0dnaU?|~op9s^}1*nt}nB1$1oq=eOCJe+ToWVtb z&gAc@icAMrj?_70V0?0+F3bXKwoF9xld-zbF~es-5D+j0(gbfwkm-O(3{oQms0OVH zzo$E-BLJgP3Ihd_`CtJA_q?+|7?F`3#A!!>USY1wohA{!Pm^&R6kCuZ9UdcmRt_P( zO}n}QrB{v=2XanvlY`UA)1+7f7-xN(5cZG?k}!djR&GdoxQ8>8cbEgA2snZyVK4v$ zu)Xul9MCQq;73Qu44$=?a&a4CM*&-+7sBd{!^i%bUYIL^5CxEfBrsK$<<({(YlF`o z_sq=qu)f~D@zWY8W({LDNQpU*Z$m4?#>aK;bJ1m45Wctfyg{r14U>b@1%lu#j$K8H ziFCk7yzmFCN@GL2Pdq>=wbpEaiJB*z?RbS#x`&CuQm|dPy@z<|+u_$`V&@BU4Y=P0 zkN!5B4dO|1z~G|@7*_gFFaKbR;62MZgw(Rlyv|eRdA677X7aSS#tB0ULxU_prluFB zaT~uL<4{s_IQuV4Ua_(f&04Zuv|YGS@T2lIkw=`K$;z~B$dXD=k9%k*G)Vvu@=9Z1 zd_n$zLadc35XgPbj6@i-s?h`P}8n1kQp&Te` z`j|_ll2zz_&S56b&;$1V+P}aht1e`Y=UrhC^MVYq*`cNVfLiw3ow7GPwcN(-V*yg$ z7&xIMo6&yc?=O!>#F_IgoCJ<^>yHC@^n9(Ql&ol5cE?DzX<+Xj?;laHDf9-yrM(w4 zf|JiTVxaO2=x+Z``0WbH`TmOr;ExHPnE!)uA65}JWuy6v$X~$zAdjysaY(w5LmLnTZ>S^?3W7+b*0vr=&TNFxCt^AJZP592PVmfyK*{ z>1v8yXWdf}=jm#jtOt`=zqC-nBlK0P+mfnYllGU{t zv(KZw4T-1z@uz4@e0fDa%B7-1jGaXb@|g&lJ{&#gfY;|5X-hw=h-kA~jh~Q$F5kX4 zo&;1tL7&5eSKH9`o2QYx9-}$#(-v69`7?(IFYpS-34L#~AzD+wPX` zoG2h^!I0b1lKgSpVc9Y&lRA!JUD6g%I6Zw-i8BT>1f#YKO*u}o+Gi+DpoB&hoZS#6 zO&R0qGMCl817h=z?g@t$sZ2Q2=R`_GL585T<%}${h#?2ybgooEw<&=XZ5;Tx>jC1{ z3I*d5V;|VzkV7FD%W7!HIdE;Mo@^K{-T6#l3{t6(lsTAF(Tu>AjWI|6+2oyou1K1RF6{a&1nYk531e^qAfHelA6&!}4La0F+c9!5`h%KWz6k8`*=Yix(Fwa587Z+QURnwBtFF*KvD(BvalE<*BV3~5P?Jz_)Tc?-*KLh;2~$=1Y}_H zlI|0y;h>s=kxs+iF?5WW6Du?#N(|sZs^|t0LOdYcXEHs5pra>E)GQnf=7T5(K44u2 zX?EuWhz#8zdun%xBmhPX380yTT=Ae%1taD-2J{5X*`Z@_sxVC)`+?Jnnj#fu&(kuA z1i8(OU`)2GYgm}j);25LdlX99AYGtbQ%$M_9oT1pnBEyu5rOM$63{7uGbKO(JR^}2n7_M55H0f+i#VilY9U9no=71*h0=Tm zWi8|r^Bl|-h&&z437C!&7>^Ezo!30xs{k&)XFc4|ZxvcjWVCdT!Ks$@gp0T3`sFLl-;faV zJ<?^)@M1zm7=+~%O?0G&wxE}E_bGjjH?;@!R}m?=DX9QHVd0JxG13C235>LfjyR5)&DWN$js~65B*URjN;V2^oCS}y*Ys6Lb8*!3E$~o8_ z5Nj!dXyVfola#3yOtRB3Qo9#TcPL32Y$zBEf!+j$!*F)TNFYol6YRUo-U+KMh|KH) z$%n}Ggd@!Zy+v6UV4UX0uCD@|M1p_`;cT9Lx?he!qEOWE%dL9{rx`Vr!p(ddFyeRA zGG;=o(p;u-f*_EBREQGT>Qf!(>@x;f0vfZkB8l%E!#q6agXV)!ks~eVv%y3llD1%; z$2=ckgeD7pm=#kFw*fKNm6%@df9hV5jBl-Or5Bxo+AP+MWEUI16QA zrhqZQXUEJ`wlQ-A&e<+fwmR?s@hR{2blu;X{4Mg$ndw9RsgKtsSL5agg1L#2-+bI( z^W#?k(e6L?H*edh?~d?afDXkc;pf1XOjA$Db9yGt_psV2U@9gw$nRC@>A75C|9^K5 zYZv6o2iFX&GFsJ8t4{%jbQqj||8|ATs`}gVrdwhD)GpUVqwzb}-~0Tt+A?V{XAtdJ zrx%WAUjEq17ah6YD778W&wcvs!oDbNlN?c5v!rjQmXKZ zOi5?S{fqyLH7!qC+1&OAod+YU_{Z(XZ%*&P%B-J1lZ9iHiAMaCxekD1& zf1@2=+y86~FZ+Mj@#|jybY2+kufG1P9TTxzE=PZaV;%OPZ1?eVEx}~-Jna6(=T5cN zJ4~u=&4j`jhGvqW1f6PpBUHHt3gW+oUi*9Z*^(kO!eCLCoWn zffcWqcFsrI0SwRnY7+p({2R43x2xkZpl|a=%R|&PSHq^PyQ?`Iq#lqBZO^C@+>$k*Tr zz{Jd$LKMux8R5z*t!L?eg^0*Ufjj00V`P49bj#3%P?%4{Z%5q6;OGAFAJ2DnJ|5_= z$_rr_okVMpdzedl04bwr>xXiVie2Xe?t12ST%JaaEn`}yYif<8i4wFP?fkgP@(gkv zoy?+yL6DywYZH7SJsjT-^DzKARV2ZTm}8tQaJ{Uo8t1X^eQ{GMisI3Q%C)V5em?f3 zm4LZ4^24XI4|T*j;@l&5J0E6!M6Fs%)8D?`w0hWSM?xU8LK->2!2Rk|A)~>NEpSC4 z49^IV3N-EPXLpuhn1GpZppfFWO_=8x;lrVQ)b*zh|HSQfHKhJH{s+Af=ni0P9{~|`n05DqJgF~ zC>a5XF!EKNiV6AQLP2pt92UUTJ%I^D1(5;M(3t_=f;OTE9zi&m84@tu2qZN2BOXUX zWMQB|X#oRBP+Llyo`IPHlX1S?fSIz(+)E?@C6EN0q6D*Xf`Y0MkXtp|k(^wWlPG{0 zq+lw=n*k&dAVfeKK+ec9T;gT837594OyT`-pGEXuDn?3TA&3|T1~HQzukVM?VmKUp z9EJ%(6O&`6M>ruEx&!zKH>ZY8m>Eh2z~SMMj8vuO!Z|Pv0t_HPgRe;K?7@(Ql6a)d z0vJ`Y3IcM)3W*PnQ z_BRNG0V39l-}6kuS4L0rEwD3L0)!TEaE7z+I=TcgN?`86-q9L1c773mza4f`&K>rtz4z z8$le?*>SCVnT}cX!8S6Zy#?>H-=MihIs~=(8Se=MkzhOO7C;4h~VoP=1U%& zZo3{?Y?QoH-W}@jZYFLr-`eVrBF*Xih(GM|1k;|Dzh?c9*iI$JoWG{rLI#}P_$kfz zZ{MEy_F+j0v%N-qnWBCe<=f?HsBmqiJ&HX@cdI?B7E&MC{7GP)Ak6p5aV+VEA81)L zGy|R+txcD5jQsWIr{8T-9o|oVe;&K^qmge5oxlRWBL0+cD_){Wi$}}%tGsyhd2BCr zl)+syH~4ty?Yp!mSRVbfwVvHGQKH8gFSqx82k(~x>*SXDJJ+{~`W-$cOV=%~51w^~ zpm1l?6nCuu!2LtUpNo8xbQvW-(w7CM*R<@E#2=Esj!OhjX~Qc0Kmkv1X(5 zBY8jisbBxTESK{3tqJ@598W*Cm|`DO_1s{*HxsUSvgs1b?3qMjv9=s{gb`stu=_bhF?)^7drnQZO*t||KLN8i$| z70-~Sad2njyiYN3NA<~50`J>3O8+dQ_55SxALe?O`WZ-ZdpG{$4yxnZ#o*!t6^%lY#d zEvIxn8&bckY_hhpEqve5^RJM;JKD2jUj0vHeA9W|L+j#wiolUnQya;nm5G?=)@k3y z5?+Y5Hl;Zre~Mq1aSS-i#FzYYGPd#G0{&@Vo^*i%H`e>Xem|ev^?JT--?3(HH|TrO zCS;*={qp%`U1^)=^;rM7*@E}4V!O_BE(At65|y(}%T8dY@Q*(4fB)(A%VobGm&~O?%%KasTp1J*9mmCm3o#5BoAm~<#YqALxoCL?~c>@EGV## zK7IM{Xk7C4aoO6~LSp?8w*~qC%g=wWmvba6`3c~Q^#A&Uog%)C32$q<3x(r)AOw6n z1KYI9hY#{Rw{LO#|FM5AsRUdm{0MKGPMDv*dxa18<@eObOZxH*+j#$}wEbKrEpsnV z!XLR_>f4!v%X5FoPj0v6VfC%^>9oA-hyK^6{!dt?wcuL-0Du5VL_t*Fw(eaB(`xbE zyuJD(^?LF7q;uT;U9s|v?b9D?7>`R`-b=i(_2gEU@h{UjQk<|{dR~vfe5&u)X+E|zIZnE~9|h-kx_teW zKh(di=YL2a{HTBmyGh8fT$%a;S~}S=w_}?~uk)Qs!S6r$@7A5k z_8PxFKP+G7LMV?RFr!O7jz0DCV6ww(ACMG&aQ}E5HKpVB% zFZeYrJ=1Qkji<1D?D$HT_W3j?%SJhrdb4@t(I(-%*_1ip>?{zA{GPB8fA zk55KZDQjqJcx;nA=6NhD*iJbkBgQx-zf$1#cD#MzbS637k5<^8i^K8Od+o@Cr5^7r zkMLc4&Ez>&*7a(Aa>8aXhN}Wcjap%=3zL44u|WrYJ@Nf~Y{$m%L|Y*!|E>BY`fF(^rQcVW2+Bz(AlR-}Pljec z+<~DE?o7P+i8hQrxIp+jDgvIEKZdQPoQBXh8rHvMq#P%-=K)WePkQoky0fLHM=s5q zYyh!t7i{Y*;-X{0rQUu{@nz9Q?XebajrTsM45Z&q6n(euvlhhDNaxe-Uc#Rj;SyiS zdiYq%v+sx&2$4Fc&8ZH?dJbKWw?xIwrIe;lx1P4V=oh|A2K|sm!E!>c2kgeMdYtG+BTjd@)I6m*rSRBBYBFv6Y5}c} zJ|@nq$U53|JnHO9AakL~J04Dq_^jjl_|B+&K%k&s93Bo+5>D{N+9P=un^_gXwQ!w3 z9qS)Y$_M(EMizVS>2%N9{Ky*1=1aiz32Aj#&|LvZ zxo6esmRJ^`SX@OZB4y-)-YIqjW}=Arw^um=MtIobhhQ)Qpc4bJJDA5Z;B};pj%@5aEH&5E2#*leUD2m>@(V zt%w|hy#p1LjEKLbGXS)zCh86g#7hd!@QR=gZ20{>4K>mT6YPnMFouQth~&9r{>`8R z>?|tcBprnSNrTnsa15uj#ixP~kB8%qsUw>aIzAD7gyEe;fe1h#QYc!rs6EfWO(qh+ zZ%nZOj;Q4ne#&Dh3Su45dY<}xVMr4PXq8}wWCp(#PTIl{dvc$hvL~hzX^u3tq}(-a z>PAP-eS+e8Y2E3QkpM6n4ucJ8kN{6e9!y!CAz&?th+P}`H!d|5T2fk!We+>pxWw9+ zh&xlKaCAoi1Vz-En(-MZkRId%A{)3yb2~Ram|FpMI1MP=n>^k;f7Hkdv-4~+DdkQw zNLIxJ&JYS{z^I;DOUFSi4GUvJAtLwHby4t}e`gj<0g5qHX6IDv{Eo=w4>f}yAS zkbReK;|D$u17vqV0AF=IT;5Y-Jwm zXh_o!sRU5C5u1}Wv=D%@o|#<0C_07`Pg8lhkT1EPm^b2ry%mNGkpbtSg~!~u1?LrREKQc2)BL7Fn*LM<2lnF4L7xpHPqzd_$u zz5m)&AWc)s31^1P(cEu2Cj@ubido~5ePL*a{0)v@lTO70^#}`0vnL&JrzYZ_(1v#h zM?`N*3f8|OPa@gIh>8hUNZRPvPvyTM?>@d_L{1-~ru&z_jmKZg{9SZskEn`OlLl6! zZY5Ug#W>?sPzT=Ma#Z52(DTTrL0_i$bqymsuv^)$y?t%V)N@JAW^-7leV#Vs9ZX>c zOvC!-k4EJ3+~S!ACeWquJS8<{8%gUWk<&U92{9u27^t3xj{B>moTUdnj{atkJ#CD7 zGQ1RP6J_Xl>~^?Ro@y>F=jn*C4Qrhum_h>P$fsCv{X?;3O$#No)OjAcv^0%aKXxzo z3dh#S#+)f-G8pUqTk4%>_5}cr(s~IJlkNS+wkARmVqPdiq#DR|I7XGRd#&}~49wEQ>tOUHA~5tIYpXRvPfZv6A{-ToxsBsmnK; z0HM2>P|ygqMg5EueBY+@z`em6!444&bK>Wr1}Ib}m8@y*7!hNcbB(P;8qFX`iZB>y zi@IByfk2}ZL}A8iv1@i73+Ap|o9G(n_@RD#dJ2;O{ryAHe>uF(>_ zL)<{MV0v298#A+aOE3h03MyG2BWiFgaDd4se`+z{zf0>l*+syv)lnB8a7|2Arqzv&8hWrKSTeK z%fE~CL|J*>9lLtx8Nh^MjgVp0sEG)}Jd?kqbVi=cB+PAeugFTt5-*vS(a2qLSwKAC z8$v)RdnX4B0T#@_$$1ma!KCG}FJPW+=Y2Y3E!pE8U~_}Mbu!{gQ0x}^A zF;nag=n$jGRCof5h!)m@GDks}I#8#Oi6#Lb?cf{%;DaKvOK~dZv&P++xiF^=eq@K0 zAbV&HOW~tn2)ess!pJQZsJ=y@B;4nxV>=9`8np(h1X~ff^X-K!7gliV1*tDbNstNzkPY zF{C7c7{kgjmSHLimO>5C2qj_(q<|rDjCcziWW+t#ow0zg?#GJt24r&e5rd;cw9&`F7D$09oWn69$PFPlW`h7UBPVb%FBlxr-8o67NH*|&<3%FJ zLx$)A#x#uB1=R@#PD2o4|BZtoIM^Zp2A>qKkCRNW7vCW)w0d}Dwuwa!W_3agCNm6z z7-$<~awY4tfg)=Z?Ji(XEB=4LN0=G91$Rq9=kDia?ldZU_Yz1xH61#>F_0M`P-eHF zVPYW;5_HE(uyZ8wKxl?wi9mSjC`cOA9fT*BJh1-e*A-?Y0ZY+^m_?AogBSzAJYu*G z5aIv{XnjTw;NHVJ*n>crDd@C=5{IK9VIm)D#|}aL^aG(&^hAgGBfwb&kbpf<4Tgea zBn$!^6hjkW`W4l1tl=I|(IOwE2?Rwj^hjFga00q9!alCU%*l}$1PwjVgYack7EmDx zL31 zPcaVUk;?`yu7ZB20qEHvK@?}UByGaNi}?lyXh}6jxRGtvXF{_DpmTh+@#^CT>?EW| z{6X-q5^c!*n6mOEH!Jb;)Y&oNw2X`cyfwrD2)=BN&BKMDcxZ(KNpto?*qD}qY}zx{ z6E4-C9+lqP$p#b<19yjTX2octuQPtO!HG4`AH|-*-opUwD8RW2ROlMUtVue?7`+By znLNZr0ysbhQHEK|6S1z^*jD2YK-+4+C}QdW9Y(5Sf}oh7mHzIz+i(vUi8=vh7SxC; z_sv`Dd29GKrnN=hwxx}l?O95%^46?UoYz>nllD8Gzib~rcAIjw)M2;pcG=I9)yD^b z2l$;SbVh)D4BlKy`Q&^aZ95*H^)O0~d&kFvRLXEz=Et;D^kq1qwnc2dmCsAcwS5qM z{BXX7?61d27T>v9j*;TgqYku@&?hupp2{4@eH^buk!B=Uvg6^Uj3)dFg~lqJmozfB zaOr$LLZAL0Is)CMI#^4a_PyhqWW)6-XIMEss; zA&5#DM(R5p>=J?S!hdv;HYS%V+cS_Q+ zC_^Ge^{}q0XiDQkpmBh0sJ z-ay8?>WU1ulV(A+1+qAQ4Ei{=d&*JV*p9_IAcN3Ka+_XwCEnltagS&+4}yn1>h!|} z#&OiQkP+SXcSvagJ`erZQBFRlBSJH1p(Yds6kiM?YD-ZQ=E6BaDLxHF7AlDbI%9Ay zXaYgO*}MQQEa<(4^#~0e>DRwRzS>C#t{z9hm@7)PN(CW7LST3I9{ccHpjTSgKFF=E zIKasp6YD8xccvg>>d_C| z1`({2#$-;6tV+gD2*uJGB&MLP9Ogc~Jyv^^G*?QA@hs+wcbJ2itc!9gNH1>Y_7?HF zrwbr8RI)1F*i1aiGQP177##;wC{kFsdRBD41XU0)jKSR#AqWVpO|J7?%o;?>;6ySY z0r{Mr3?!4I0FfFRB#l)gMkgQ;g5jAW6CDP!70Jn`1f?vAXR=xqt-qZ?gjn4GM(x{x z!udQe;eC?H+73frM?22~Ndcro5zS3x%H0Y?>7&13gqsOLD*t*2!>`30MLQ zQIL~{cBEL>h*XSn*GKp+U{WZ8RaT%TYfT^ZH@o2^VYl%6F>?XIYS=UbjA3Ia5V;Tv zGecl?z;F(jROvMF(bKMX;kP+mOkdoNH2+NS0tkrcXhs0Yox=#`^dwL)Bs2)_2+avC zW6Ql}B6hTcLN3_knHLm)o5(l`@|nH-2DMyLFAFb zb3}3P-7Nzq3gigr5HUk!hhJfYKFhAfkFljCq=1{$R(bg9xu#SZKKaWL_2j zo~aNUSPdWGP9yxG)G1eDz$A(#A`Qf<91l8AX`quCnsG!C7KCKb0T>7j-Pzef%o4x> zgq}Du8X_4}H*W)#j)_T}xdSM3nu}Yj+ntw>rVp@4K8pj44ZEV3ah?T)66#8|45la# zOGmYGfEiO^q6z~5ki-bi_3!}Z1ULq0BO4_~=5h$Q#~1(OpRdxdx?d3XSUK_CT01a;s} z2_1WvAB++bfkcoEJ=71#bnV!@g6=4pVl@|JOY;af#v2$KDPVSi01hag7mPdm&SAsI zERppL@2oH9lROv5zPa>~peu1pGy)GB*$AJAv;bC%(`MasxP z92ntF5w1amVJ|ook^+-ExEBW4nE(MqAu}c<6c0J76Esi-2QZJW zVHG;iF@^v@fCHGQ17jc)3vd*`aB_BqP{xtMOMnV0m}I8TsSeaO7OtzV?Htjyw;%;U z;(}5_=2TCFUEyaK9-{!xkQSem<`)=@wX+VW*2M#-NQGfT404Ac1_mY%Gq4~u5Yr5} zQZNeuAI^94!xADhvIGV44Rc%zQ2 z7#5084vWecMF6MA!s+Lg#qwP99@qo5xtT@tCqK7%y19RQ4R%c3c`A8t?KmrN7Vt3(4J;u-8A#E4nF zM9PT^hj0 zcraL?5{bd+EwLYoImx7%Xws()td{|`CY^JLY536KnfzYE3vsxC5)_-aG|NjyS^m+Q>Q^^z`1H4z z^yA~;X%hKis3T0oF6wARa6YcTf0&%>FDFZ*{IDe@f1{D4ZR*}l8eQvoV4q+t$&lxPpnOk(X#lwrKnM$GLOxoHa3|FD zAI9ZF5Sr^m9jQa$DyN%mr{!tNi}%OYe>&Qo$(AqCK0IcUPd=we4AP6Y%PE0f9G zjW{6^9eQxx+{RQEC>TQEz(@&170?Y+gOpP7gxGX+ud;|v@`#=|dP>m03Kr+pCXoqL z_J~bv)a4(dRT>-N!S2q4F*z*S{*?ffvSK(>(BhiNvf)?ayyOx|x^Av*>|^hB>JKU@ z;11nPRSSkh8vSWLxsuuNXzG372zLi}_GpK&)5{D?p|@ROYy|A1U@$m_xM#&2JZI`_ zMmX9SUlEVs*&N$o_mm3|79T;dT%TUD?X`bv{y(Dp9x)4x1M~EI7{AMEh{GqqGI?$g z9r_UL{$Mi9Qf6(nshf^ev{(>v7%wg6h};>yl&Di+3|UjDpxRXJid+#o(NZEDFP%98iV0t{ z0DyUxjGU^ZggI&J-P}4sM#yY{TkQ>7PeFdRt?8k8@HJBMfKbLgPL|FK?nD8C6ksBP zp;$a98V^@!OZ zkM6id7NFqCsfQb_;P*}J*1*S3tup8CDrU4df_!IF$`%k9H1hP9)w4{!X zVpy|#2rs5Fe5BysyV;24s%*1wu84gZQ{!??LN%r4X&ASh!}4^_wb-XQ}JVU0M58cZJ0=Kc?+;Si-HDa9j( zc{I=BI_An^#zkN~rj3I`B@ zM-DJIQBMSFKo$}{aj5m)Zwx1eq=a)M9-S198Ac)jXSV1gg#uNb% zjz)yq0|*fr2rvRdBhWo+jyiNelsR`pV~YeN0_RvsFUIo%IGz}~nubV9LYs}vtTWE~+hzvDKmks~%7Iewv10oZ3N@&n1Wun>s7X=^Y$&$``|`#lm1Slq6o>tkyFWP#z2y%Tx(x9DmXN4brBpd!wCSytMnG+BoktK7hXCp_oK$KU$1_`(o#7{g2(BZ&!3*F z_x$c9asKXdEBom`moPNb(9Y&GGRZ0&79P>Vk|%cxWn?1ee*N!zIn-Vy!%XZ)^Nq7V zz4DfG5q5>Xx1)+qG$|1Qq$dpI^*$6F1YHt2DQJUUsb4?PvSgB}2RX(md%@5nH>lwwx`#8T zB8<$TX9F{BN_}2WX%Za}P=gI!C>r#K%fnJ?i6}7zzTnBCB2@4oZSD%%X_)1IuhrWy z$%0FYvG)39*t>{f{?lZPu>$=FaFPBCB(H^_&)t z+v{xK@hX@n(j2#5-yeMX1VRKyvOwQ$Y!H>HS3*V+yt4t+8g*xzg?f6s+vSq;Ob{G^ z7|4{%&I8ea96d0YxU3roC!5xR)uj)S2icB!ZW4yNw?;mMYba%wJe~Uyx)W7W z^FU4$jxCMe_87VK-Vd-~L$e&{!DGJzm4mE#+YNFmeU^iGa)w~!l2TF^Bmt5hagc`_ zfMo$!z1vY?)Fl=F5$dbHzq5HMh0tv5viD;(oH9aUl~Hf~xYJywSyro~K75xXtNX6G zTb7;)AR147Do!N1Sg1Qd=tW69tOu!M9fXz~Bsc}Xj{S`X5uX*Y;lQX1AJ>y_wdm)` zfPw9x!;DLrbr&6W^e{tVknG?ib24@xiZHQ24yaBLQ}ts@ojK9%{|#)Hsj4 zIKp(X5hLheS&q@kFd`9Mq6Y~Gl98i^4<&{qvp*Vg3PdzTAzNesp;+Q@1Wtl7o3R6- zxecu=Wkeac^oU0%VViJ>ykUw&0FPDM*;=Z;@6df-XbL`*Zb(9WPE-)zfnN_hK_rJD zvf!!H=+QzF3{*6phUG^eX>@eE&=}ntGJz8~0U#j|342D-1+opgcUH(#o@QL{W~Y&s zm}WBqRaA82(XdyPgb?J0;X&aX7{KmK&VYylT@f0H0RV6c9^eO~OlfTa(J*|@sciQf zr2$DgMkMH&5R1Sv?>Dy&o?!rtNC)M1%46xcI|g`nU#r0kN>!3iMeD z(8mYNxx%**KFLA=Uhizjl1}>qq3#Zb07*E6qQkyrKC`=dD00w*G(}V$U<P=Jy_@c;)3k3feXB`UR5&LVDKjM|U^4aQ?tMUL112Q-tvx)P zgJNJHWe4ivP-sJGs%dC)2OdBWfs|M>n_KjXVCJ6zKLWlW?VLUXY;4ZQC)z&ysEz}Z z2(b+VQ;y~$-~c+p0R@0X37ewhACU&p&n4aFx|=NN zhVDRtglNN5fr6ENE=~auXikv;X%OuI9S1|CZ~D+RK799G|$%)47A4)M_n;b z#1oSO5?CD%)keI9L+I2eP@5y7`LF8tVcfH8{%2A3pb;6}QZRS`4U~lU-I#Trd4S*c zJ_ZD|pf;iyiw?ly*l7v?P}R=6X9r3EgxJhGS_R_4Na3lBNUT&X8#;~ZUC1)!6eTiu zrxDm9C1JvfFi1%f1^N+c9Z0J%JEN<1ClCt4CfImNMa9g$wc3VC1?x72Nd_PTD5))3QrRh4LIscy z^ZX9Jhmv6)o&qpjy)#qpkJ#%$tItvG4%QnyWp(Fuz-$B4X0wI4c;-DGqKpl*LJAZ> z4lb~~m!IY)X;18>T|cyG&Gq&B+pk})x3G^i&d8I-o;MXUHq|MmQ=Ovdd$Wu8d(AS3gg@ z_Kc5tPwi}bv*8Jukr9KUdp!K|lpns>Yv^s$_a67j(>x$8%UjNhHbcvKuhTp%;GWYt zXyl_?llNl|ptK^d6Lg0jw5twBc5-7`Q)J20hekh{wZfbs2)k;+mLYk?pUpp0N-2Fj z$0Bj`{`0f_keZU~c)z0#&J&CfO7GK4sn`d07$QnfZe?ezz5h3A@6pHMH@_%fz61T< zyO&G4?3A<`gpg%}0?Fq~I(i3#NGY;|P{4?XSnK0i<}1;XG3oZ+`Yj~4i1WcvyQxuO zOp~#PV9KJ~kuxv(^lN{uwO*D*PI{-eB@@$cvG)KR0&Vt@TKqbHLF|EHm?AJ3gATxB zk?%pf_TFr(Sk1nb?(1}l+k-PH<7kR?V>6QV>H5iI@r+_3ib6$GIu?so!869p-hqs9 zPGk}0gU&ea*hh?InBe5|S!g|{!Sgxv*KvF2>7Dq3g5(@^s4USp7*G@d93wL4=OjnJD|jK5<2C-BPUWe93BuHEhrpgN`E6CVwAq8vm92R3Lp zd(xHW_;>gI&prLJlq1X0?Avf2<&PWQF|Dbb0z+GMYve8>f%Ac%_n~>Dr6-9P3@$5{ z<0Q|Qv^IgQaoQeqd!1_Q*JYk^aw0c79^+9nYf5%~V5GCAJI0a*G#FSuK(V3-N^0|g z9^up*c+*6W^Y1_&3U?#{+bp5hTj!K!cClao08`Cdwj(+-*Pds5&uBfr5@`B5lrl7JFCpfTMDZ zF^nYud<4*GiP1m^8N$&;R9K&u-93a3PDE>I!JEc5*2*mC7K92X9r)9Z< zy%0S#e!}s|8-~8X8Zp08pBqx05|nw8g|&+l#5j%L&=)k+AN#||Q|1Y=k5Qvqc1FbR zT*H%d;`d82+hX5NF_Q6UFgn5c<;>oXHtHZ|Of2)1F#2fNU3GLGB){GJ6uC;`9AHt2 zD9MZwnKr<2)CrNoT-`#zl*0{TV#~Yk!Zq+*3bWKHWHe!If^*J7O!GYE0ah49kcn=c zNkm7ug{h&9YJfh^$+`_c5;Oxt6q0Gmq8bbWkO2asLjbukR2RoJ1G{NB0p#My$z5ca z2MXsj_l^O^Om1SPj!oP%Mz;}|47kU@_5WlpjDL80_tShpH#KF6F5&)@^qO0%V9Jf{5W-gj!g&Ok5Hq zB27eH87)`Sg_lKO=+WBl%q6Krs__mX7z@zMQlg+xV;?t`?!bar4LCxef_K4}8?rHQ z4#yZwEz&-++Hr!3Vz7ffEI6u@@s#JsF$5wfs;(74#Ke(Mwd{cqiVAxu0wi~c!YMvs zd!SsywqVTfBgEq9^KHm?pA< zu5OGc15?xhWr*x9A!acq2AISRdr$6xMnK@v5y%k$9nl#e0-U%@7DIP(4g?4=Fr#q5 z?lc1eNQ9RFazI7LL^2}#0C$Y61crhEyoW5P0=+;CR00GFrVO!06ih_Mh9kll0|3n9 z_7pfgwSn4LD~14MgIvZ}Li7k74h$GofoX%>?cN34?Qh>c9d( zzLVcT-wZ<&^|=7Rz@TABdQ9i!2F=l$1amN&gi_3J2#O&Pim*ADxp|Z^Asc{$4~5ae zI(UFXDQjCp8FJM`W)lRvjLM6khnP`-ups$wt@nGraP6t9V9yEM|E&(-MizBi3j`hY z!IT8L_)s_xA4Zm^AVxF+S{SB%*{B(~Dw&0XiD(q3(7=Sm#aIzVWyY9Nb|h_}GXnwW zFb>9PF$(HCBOcu!9Ocl|kOz%9KoC&jGcfOh}|G^T=}6h{6)*fb&_7@Vz~ znn$1qsFMcKFbkqwg3d0Y)CesFk{1Fn@-Z*w1a(*pvS817NbVUgncd@f<3rDtp@)sp z1hVDf=P-_VjR2LWz#ovVF}=AF=;rja!GBb_75-=TyRxFo6v4w>8%`9Z3`Br9J(^b2 zLM=nBI%wWMo}SMa37JH-@FVhTxnS(HnP43^)`r-q@UI8*g1xF>Wp?yxV ze=QD~f7qqG^FG8q54E3MPBWYs<|a9CcYA+u{d6CZ$P=4Gli$<`sAi4N2l<@m^Sjx5 z<2Av&%pt|TonKYrFMfJY%QMBD{m*^Ik)>sEPbIPn05MZ$OOv!iZ-Ia;fLy4+m?5O% zHjdy?1fPtbTb7X9gm;1l9@&$C1j=tm*je)Y1h$VExb{hJ_Wp(RoD1nxI3C{ij!xKF z!Sk>Chp#g<@beg>r5i4j;@VY_w=AN>fe2727$vw!6Mw4TcKEgXQO1;%$OlUG_;Ln? zV*6&@qk_Wg#q!B+}gVP*9I9 za&>kGjFQqyg+^HO(L$18Or{oG_>mvh_V`%N%Wwd_m=1^+9kT1gEqOSAO@jVG>si>YBBUx`pHk` zD+&vW($wOCy-$gK%eqCy!>lG$TcLlqPb1}pU}9~i-SuI^!x$}q&lqmr%&XuzrsuYx zFPF4EC-hr7>HzMy65sM#z9h#IT8DYV5EKSxM@^Ckof^I+p1I6IYV=gomOiY2f|0s7 za-VxMJL=?k{*Gb+BZiIPGtyA#;aAMOH;)>nL)sf}TZ&wk>3(7oE=i-;C(1l$&pCoaKw+FAJuC|HG%eD?9nHCu1l|b3dxaJfgef@) zL-6!M1PF%BauAi1Cq8mY{e7Mrm>TP#21G;#sCiFgK>D~kVB;IlvoRjE*L2RO8hTWG zv{pa4?E8@9!Dm^A$z&cAeh{(_pYVSlaXCBsWJdIIPI0tlK$wYy38~5JA zO#_Z#L_v(?HuVOq+6N|~l9d1<60tbA4nSAH4$febm{5Tq*P+`3Fiyls`d*@QFT%5D%?bt;|&TE&a88eL=51ld0 zs(Rx<$^y-qxBwtW0waimFiLR)@F^lAnfM5Artkhd)62z1*I(bH5l_bwrKG z>4GNp=w(jebm}9bo3@dpvx@}Vpk9~K_fV(QfHsRc!Fh7?M~ySnoZJC+{T&I0*Eh zcFsU@F^3}_1fFSiL-j3WY1v@`?0xDj^RSb@JrfPdoXm_6iX;FXqY5SWAWu1+33~Wp zsOsn`4;Ks(Fw+Bl6!F;s+Wp87V8ESH<${({crv7sLY;sB3BusFMxkP~v*+l=2X<)v z-60R|H3f~G3WNJF2Vhh|%Z%V~RW$-1j-G*X#xU=o^FzImCV}1+hAqbI#q%DB2tmLM zR2+(P8K%n~L$x!IaWZ2c0X6X;92^tlimo&^LP8ca7%QL%Xwn7_$#`}l;@o^m)x;i<~DqX#032rGtBpaRf>8H@lGIMC1xoiHS$fDIb12+o9*5DfuBxx1*L z7|IB86T^w7Q^zXdXfeWSvd+vHse=?SMiT(QAaEc;Oe86MLS#h<4}d@BEo?}5^mwAoQ~eZJ2P@ltpQRXog#)sg%}h{6p00hyB~ze z9^n|sNMwnuPxrS3Xjga%H@K?FiZdiF_<)LxNldUV3hk~I*c3#+Yqk=)RRIZ6i0Wj z;e*B4hsnvYJ2q#GDB+@hazArw^^y-z)S#`e4oGUk(ujgxC?pQRMlDsV>$US!_v_!azoL_Q1b_zuk`o7}QH-j)?!g{3fdTd4UiozH zdLQ&<04GhU3%e(|?S+{V2xk@;0nQl2C}s_ZQq^J!69r13c(5G11ZLp?bdo{5Q+fpd zqrJWLc5J%~m1zn|+UEzY1cu13m=qN5Nx z-~a{^I_0$$7`4weP>@bbW3l(~Y`>%)#c4`@P_Hdn58UbgVNY~cAah4L00*OFp22&V zMSUOM2O44#iWKRG*H(+)*&RY14bXCuWtxu(lOVZA3x&iBGd3n%XH-WF-mL(ZV1P7Y zx}_skheutGIN_v;cM6}NL>j(?H>9620jIwY`bRFZ@&6djGwxQ-hx~_)>l1HF8^KnP zR%9}3HiFqwM53W~ey4K859gj`3n9PIvMTs&7jpZHOhKAWH%_Ix6h+Zuc!Qlry1NbA{moHc=bXmCBS# zU%qceNxx32IsFjR11H23slHCz*A!6mg0f0}N#3a41U=7lCmP{_ndQ6sbZPj?_g_}U z^YNYW)SjN`@d4b!egUAwQsfM5L3%u2+I{13^7-GtPW-F9MjkZdvnrl*!e`nqohe9C z_UT1Wdv6LIC<;Vab;an;ZgkN}Qa(Ms9=fYeMLDxIiS7B@V*0oD{FN~0_VDp`r|)om zR(3OsP#2HHOf-4&_E)ow@-&FukSI$|;#p@s8?C-Ne{??GxQg9#cdK97O2KP_bPO2? z!Ud;g?0PqyCpf1m3DbTM2xZiirsEA^v}v-Cr5T^Tw(lDJWg=J!8x@jMj=uEc(P?9x zC5td-TBb;@W(hU+{Q6%)zDfi(G405k^VXwZ=%L5hx9o^bf9hQ?v6Md9r(VZqIB;c@ zJeqfav?PpQmWSFHb~&v$E3r8&??;ROnhFMgYArSRioB)#D$^G{ykD*@?Y7@Qa{ctw z@k4%0>8YqV$E+aQcJ(UB65D+=*qS=>Qch6}(jXehQcmW{`@vac#wHX8illB<>`~3Y^O>CFopnS~}wd3*i{jPtU zPO+rprSn{EhmhpoiT%j!KiPE3c^Z-1ZNyF2h?3HXy^?C?K9eRX%)qp7$NhYXV@%x* zXyi%q%zG`5&3+j=VwhA*Aj_O!(Yhk+s>n2*Pf+Ck*!`$EPeoyOC1!vyRb3 z;?^D?na=t8uy~bP7Cy~1{wA2F!iHEY516Pxmr?aPc|`9}A+e=kHb!B}Yo!*Qb)Tvh z8xQNwoL1WTcQaqo)vk+t zSnPrRtK$fXLXlIGQ3gT`bA!`xtF^AeI{bTthxfM_fn(3UQcMt2)BWxL4SDs;k9`Iv z!3>ifeY@RoDfp7!IYo?ZJF-momIlqSCM!peHcAs* z{9$es0LUpM2LjS5<(CeR7~P#^PAH*ochzH{Szd-VP@|lk%K#zI!3DTsI1e*JNHLf+ zMzbLVM9v5n5#ay?fh5In^#E-xjf0?(1RxIsLSf4h4sjHwgewGAzgznLkez0Fo-%D} zM}3F;>pH!>=RgQ22xDflZmkM>_6ZhnNy+NggfYzPVABf(@LJ=y_pA9rgVQ4rB{1V(ol zBw!r^1E`UA#3~Gs4q@JxA0o==(H%ujSms7yfJG#jz1Qf2tgv4NQKXZOTznAJVIIU- zL~`vHvcDFP5>q!D+R=kyVOV#)9|gu#3Y0W5bp;_Wg${LdGgMDT^WYMBz{K_2F8~I- z2r(hKnFWCG;%uRTh5#wBISi6;mYkc1J0WvQB$TNKIVe>pS3m>Qknj?cBwu^n#GRR{ z`CS48Bse$Xef{GhW#Ax>6&d=WeNb9^+TA^+V-nv%{Or9pAWFZiu zCvP+#Q7kerkr?NV(?j;Y?)PhZTzH7oVGjmdgy2M>uNl4bFT;S-jH3FhsMq)2-u1AUxqJ~x{Xs2{9d}z2v zZm~8$x5x^Nv@~fed2vxjK=xU(tU91m{S#0c@WI$S32Ni*DEa9Hu3iy4ck~vprrk@-k0@2 z3}Cs|Jcus;M>#t;5<+Knyug{NN)rw>}vS#`Kc4O z+2i7LQJ8Xa$LW^O2cag*D$^FE1DC$c z^+cX{isQQc)`8t3C5DV-m%$8>HWTL zx8kGI*i!UGyx`OJZAs^Cyu6n`==J-E@Vz|_J8%D)*O$LV^|f5*e9d3Y{xSqpAL*Lx z**3T#C*h}ktV5oeK6_!9W^#r$CK+?w%eOzv)GdO2&GBMw-47Lwk3sC;3~rDNB-~w= zt6#tWI$fre%QZg?bOl;Ljb~1@%?dZqiqp;LXOw#n-+Pktj~je;ehU0pIp5NDaAhZc z%ikaWl-H+sP71GUd@W>gIo+o=;azD|^Y=)ve7R3&pXQWteeBoAX#1f*d>kK6{n)Pr zGj_`VU5#%e9&9ISlf*mbI;Io(J|a6kWnLF(C0>bdkZR-aR{3t8UdH;?^M9fJFU#BQ zW!Tf6)1vtlC#C6r+tTZHK4<#}#_hhIHOllpY=8YlKi|DCd>;6ADW|@k-_WpNe=eVM z5je$wxsJAT3K zuUD_1|Mb0nxKuwTdri|@o4*Mk%UiSbJWj81{R5PL82KGf4W52DPBYwo?Q+n0&{thoMjOAY8mwBW0U{crcZ^6x%CS<)jP-S2QOR+qg!t!_ZR_UU6>`Fg&cN{_PS5myN6UV8>l zB@LMmm4f`awbW!bZ&=M&Ao=ly*Sr>Q)W*{^cWN17~7+*Ygs z1&O+pZLcorEMUnYK$*aQNCP{OF3kpM_z8_c<|4S9##u+w@@< zLHu7AdjO<%dcS@6JBJh5$s-vw8@H^-l@jw)^jD~d+@IjVXkWp)9xwOy|BAA{Pye{D ze}7%hN%=9vr+$%w504}6p1+(wwD11l>BJ9Ly#ImfI&M*_<&Gx!m+v)lB zy7<^GJ}c&3+T&FFbR^jP`xl~mU5|reAg}TY+41*ce z87~Z}PDPNWA&ux7Mkg|Nh8$ZMf<*rYXwQ%=$VOnf>eid0vj~p0S-P zP`2Q@>v=r+{n5jw^ZWzQ)Vz<{_Oc!y7n|#lf>03HNB8lVC)jNTI~Dwq<$S=tmDrZ= z?)rDrG4r`Cx?IOHwJ)*d;eUwJhcX6I-|^26{J$Ra|1eJfFcuw8|J>(4!RaNuQ*0Ev zS@CmyB{&^-?JKpdW8Mkx?hdT;+-3-Hx5#LL>%+&Jyu6?Oyqw>d52Lm(6X**ZQkY}% zIcfNpQNGgIVWPmSl;=ueHm{HAeWMl_KEbN|YIU__!fX1(5Q-0sdk)J+SSp$?fw|)t z(mW!%P_RFheLlbI<V09k^sk+^F(+x!SSC74nReK(w-Gc(-3f*UBNb1_qgDE8 zU|M0%GxSeOz6jZ4{QOpaaQG9%9~27Ougn`Rr}un*PNVS5UB$z*?ItwMTG#dy&O=}1 zkkXlGa>I)9cmMU@N!V7tzRd?>xoqS<;Nnjvzt7mOW3<=z0j}2>)6T73MnYeOIuR?M zl@{AKiSGC*DnxzL>0YwM-X!fL+w6UW2=ha4*fP5(~uWvs8q{O6qt)!9b1<4XMffGH=< z{2PQp4{@LRO6>*~opgO7sZu978k*xIaoX1N*ZtGBQ$Fa_K^t}`&J>=pXPI`!D1l2K zbsu4AlO8VZ$t-J{35ZP=K%X^h-nNj1R$1f>;FE^nRbdUdB_TFzC}Xi|;mW^`yx>-E)eW znsD<8_Q}4;@!P52ueLyQF(dY_cFbXC%}L97{ypNsSKtrO=Ij6hF5Nnt9W&&TOncA% zj=Uy!UoRLJqO&74Oy`r*wdCC3YlErt^>Fnq7QHUh@)&OnGZX+BN;Xr@2uv8F161rV za7?H$UG>`>m(L+?Hry>S0Wbj*2uX}K2mr%~zzhIGGypgp1eudYfTM;~!opOGGW4PD z8o`i6;u%|O>Wxu^C4qG6Pi)8Ah$ES+OjhgcA~4T0$UGX1I-XH}*|0d%d=KwyD}IL%ETR`D7RXQ9!Q0 zMi|1W8bBUNl$E>6%JD(s6VlH(4t~sJc9$n0BRDBmksS#EAo*SE8Pa;R5k7(<2m&!N z+ru@0%@Y7-!kK{>Jo9UgLS8^eXLC4tPG-AC35txt(Mv``7=;Nv!nv<tZpnZ|0YL;+QZOOiXmWC^&?nxMhDZWtc+$~0fJ;f{KD_rv zIEqY3j9doIT~APv#bzCsTE{@?B+i1ugk;1`=wKpd!Gth3kIejL+ee7!e6u_s@!>iY z@%dhGivJ(VPck;P!_gbdp(TVuA@b;YdL%`4nRm*E*r8)Rmxt6#k9{JYj#|ft_8HB% zT%uMZ?w$!1_;iE@&-1be5Q0J?0U}eTjbl46g$862p`bfiujr*~!K7CD_v#pgSpR#xe+A0I!jPxD%?(o306 z@1K++o?BU`T6iazie8k@87H9^7IC^Kj;%nT(dReW886>wEqd(rvZ}B0!^6h{Tm0`)8pge&-Q$BpBzJD;5q*$*Qzv+>Vw9&ULPfI3n;|IkTh@q-a7#(PXa5UY=8{F>H4hCW_ z6VJ1&92iUGa;5|D*6MBr0xQ}?zz^Y^V5xp(JA=%)6gWZMM}J?%Nc4o$q9QzYI@XoW zK;UVZu9$>j=)gJ4r~^)<6DIpn)2B|nq47>)?(boDVMJkPig_M^Ue3odfzXnbV@e?6 zzFo8QUV5qcgnS91;3H*Yl&jNAl!X;$_EIEIXTMZbib^1b3z7iNT%OD2<8A+)L{SP7 z$LQWRwkC`|yj^YQVD+W?Rup=j(rqc|3 zt`#7ZM5K5m0EJ^Gqpmg1H7a=sndk^?H7jP9VgSZF2M|a50#~rW(L?8u=0dW{mBBc-(5kexQ zO40%)C7nIlK@E%O(`ETM1@K_E3{r5CeH4b&IL4eRPzAIQ&xqW;x4!xTzK`h6NJumy z1^}>n-w7BJxd?!nIi*Hus{rDj)&QbRTxKC=!dtG1I4vsGARi)Lh;n2bXTO}v<+}8& zw|BxF&pt`VeuHd%?B}aYYIM#7hcYZ+ z1dIe^R0O05#Nnvsjv?rbW{3@QciZ{&B#scEPASX<4AKo4i5o@|NH_+F0Uh24r3P5`M2uvl*)yB3sF6^5 zEQaLtI@%-lg>xd_JcU((3m`HhX5-N~9ZNVxVC8&PzbFXl2J#4eBsx%hi>?!_H&4W(A`lgG zqjj$|>I|Zp8^R;8TV#bFNGW*$H~>Kq0n`$;ZapLEtn`Welpdr_>z=X1KF|^%QHTMc z4>mvQ)$ua&oNxlEfdrgVdBLS1a5l+S5F~=#6$poEh@y zeI*$VyCa7rP$C9#AQ@vaq}2%kCzLrk&4VB&u}Sdu%FI9kVN8SA8*B~7l$tgOj4(Vs zDN`g6$!8~YL|`H&0TLjJaJUg5qd-Q4RV9%aeHVp0!8P*QeNGUOmGBi~i$wPUE?Tdu zXHRr2?t%U{L`1~QjEI1MOlD*v3i?)G1DS+`K#_4^RwNqamV>9%`J43Tblj^OXHaG$ z26+G&^pgu9150uuA_b}$Zia4rCMnuAER1z%gBfj$Ho`Clh$AB~wXmLX-AT{Y5e*$A z*@;GSC`^ffnBV~s5gCw#01^`s6%fb~Icgq(Ms99}1(0PxX^UKA_UTq zq!eVjyuCVAC?{a)-K1qj6+~^X*sJ3lg%bdo2-HFYxsmS~7Rkdg9R*D?G-$WVDw;Suce`TKzOR=sDt5*plA&uAWjen!+A4^Z__*28jYDleFvNC zF3~*#0RT|}AO~eTX!1;k|KrQV;T))Op6qSp@2;mlpNGFRKbQX3sc;4-aVKfDSYZ@Y z#{IN}`zp60Jf(>}G?0LyB1$YHYTIS~I;jO)&m34|Brt}YSSO3w20+A-0^h(4Km=Ee z3c(2Vh&8-pgMi|pVXQf70;@v?7$qk}41@!vNS~@xIy0t6SVj-W=$>>340D}}PAN-x zQiySP#mV={Rs!cj0g3`CF+|u07w762p3yS`l3~2*}jz_gVcj^48p9@`PFpCJEt3014 zB%^6NwvmVil!VkN8(6Dv#ZUS;5vp7^pV!=|zFto9`(I*bj(S{QWI4gty(igan(>UC zm@XVU*wFE5Zqw0U&(MLeD*^;cVP$|C8JArjrF0zL9=NuN)6S=UtrDQC&&L+hNdztg zb69V?ZuTmkjtiv z=GhcIR)7Efyu~)1-kzS$k6yWu#7sQ7jy(>uOXYXrg7qZJ zXgddr=b5I$=ea%7&Lg+2KYZmx$EB-1)%)g%+inC!YaJbZkWAB_zp?xS7D4$6d4PV( zgedQrOZuWz*hh3@KF#OCR65-dCctVV0g$LbqFbIXHFj&Le0lMC%JGo)4(%6^bDjPJ zNP2yz{6O>x+ktfI=Os=uOoX;mZFKr1{-GVOjFYgBctAuEO$xIyU`*=`wQ)i?Wn=(# z(u5_gi=lc;*rGVroCC29%QbrUKu0Q63JC4S8{8&Q;c5>3KtV1v2#3d_C7mGC4H764 zgG7o}Yz-5^nBi2X&c*wA^__hTcNgHA=}9BRJ(D>)dgOYiK4vy&H%E>|mWX(denS($ zxlhtgmyi$m`Jca@s_}WT+u}Rm52JRi$DDhhvpkO+sixeIkW|o1%nn4MaiRQ!KaiM8pCGQc=6$7Vc{d~Bm zAp+oG5s=74kQ|dT3huxoCZVvf;~~U8+TcEL1t!EPT-z99Sf``9=6;-}2h-~Y2i3)C zL3r)MAa`O6;1QS(k+9*YL<)e21(BF*By|&W&&jy>1rpU6d0t-jl7=1Y4PU)DO zA*e5P^4;IoM^gzU1|$QJhJ>UnBINKboIywt8wi5|!om_VHF?5P9)1T+VmH!qx&l@| zHZs6vbL*jdK`-c>kcU$j9xX3Z!l>JW+oR7r6`!pgxwvO|L?%)YqXAMRsElYL2eA$7 z5$w3ws3705JW6?we1&{OC(JX4CKZ503!;DwBtc}5GRoktVlyW=u7XV%SZd4WFq{bL znc#^`&|<+(hGwHt8Uz(}A_9O6f)(PABYB120YUM~Umh~*GT9#Fn}|J_uxV; z12dOGMM%L1!7B2$St21~0hC0AsObtR(jF9OP5@6VKX_iuNEl!oK;M{QCrO|{+>$$_ zAOW#KCS?Ab?TLbdV`Mr~0xD@ivHN0=A@Wk+4n z0UXi+gn$HqutgEH$S{u#B9e44_tqovxco>c7)TZnmUv@IrN%Y`xcC-6I0t%3mo#PG zA<>CJ6rf-bHHF^o@(x8f9Nifam~sq+Y%`)`6_G;G8$t?GV(!9XDMlJtEC=Pt91Q(_ z%+CyI-5<^s1;2%_@=d!L;m$z>`i<_7MWu(OCl^s>2+xQ_s)3M6)F=UAluR|Ak_1o_ z*$Mn~yS=fAx3@0>YsW03iV*?TiD12c4Sg1JZRY<)}H?*WtepWHNu(J6UEVkq0M&pcQno$-6;PG6tvs5?c@@KmZxg z2EkW>M>kA39=wCAyQxlhUGv=01!f^aO)W+tmHu)HnLk%Gg+cgvgZc7;Kivr z24$yg>OMsrI->vNu@V1OcEMbz-h(QWf~%RKk1z*K)Q%*5y9EhpMG^!6GaLiGlNKZZ zRDj5!?k!_YJ}9rAK@3O}AP^t|0-UK#~46F!yJ!D1V(V+Bn~ndd2GUz zp`mPw7HyAaUaz7Y8QojU3(nrWll|a*3m6fRjsO7J5fRbR$jQI8KoJ2VQsy^A_|(@2pC|h*dHu`$AKd@^ zbiBRG|8l~=1(SoiO4Nx&3dRJ(p!68zgS~Q3Zdu(W$5%v*Bhxt=jyr0~gu^9=xjO<% zEwu;^=jdeKx(n%~l_`gh7-JGFD#zOaf}o0N8pdfLXcdL0jBaTPKp<(E4G|&FQ*Z=8 zW<~~qfo~WQAPE(rLiq3lNxl2AuVb1M4)IM>)i07th@tr?m%-=+1q5O8bR;ImS|^4? z=eg8nntecTo!ODU8Ttu&Z~_@4inHey+L2gbS%MaZk(3Q;@sZXCZ=5dJgfcM<~USAbh^rf9@2cJeO$Z$PzEXVFnS<)sOym!ar zdhq?@Wz1zT<9j1CKNE?-;YWq7!PC^aZIoQKXLC%4df^x z>hwHEMl1nuPso1&R>z;~^2Z{7;J8$O&(0%h7z<&k!c-Vb1!ac|$acSvb`wV9-5k)S z*SY@qetdlNw#0ZT{pFmA=P!4<|I_{SlHZ+_3*HagX(e0Fa#a2F@D=tg?0if)q(R_K?E7uzhVM@&tjoOi?4uQt`1NT2q2LcdWAt~-4fv^^{!gT6 zasadPM>qg@)e=B#-lBn!iuB#bI`k^hb4PLF7$eqUtFXXaUk@(=Po)&DJOHePt(eEt{BhXm@L;4O zCq7SOJG!ksw6H@udk}VUuRsME&K_ej)F>ClQr)Z3OqW-kqDmLoNvA%~w?i!YQ|>~^ z6gg}JQDPAypvopSV)B@+O*Um#Vm>jS`1k^CPB|9rLtc;$oK5SeWBiVfF|XFk`0@nX zG?CLR#g2ESMzjeArg6R_;<-|O8KMnOB?}|OkbnXMAaR*!i7e3qAhBvd_%N1fa2n50 zUj`(&gCEgW|M^l7LHmwBH+XmZVT`}4^mO{@>m+_x$ODwLOkooJs4_FO!c($&00MGR z4}xF*g2mxn5+_H9G9A^DS^80prMCfFP+)O}p$#wB=_uR{S^~z9v8Eg1KD`^yJ~+nG zk(>!j{YD)Go`(=5gG>-i;qS zYv9EE1o5o&>khDGxP@(*JxAt|)LjBQ(Uv#>J^)q^-;b^8$TrY37a-v2$_t1Ti*y`LN19*B6{<2a8vGm^dLy)3MkCn zJkW>wWl~UD!#4_~c&7X?@lUY*SIG1dLDtfUO3|6PqQ3!3DT@lCAv$qTc5D785$~X)$PhM$k&y;sNHhW8s0sfwE$8Z ze$Grk0(=DZ$P7UdEvkE$1Td>I)v_GU-Btj(ESI(p9~P1*45;1bedsCoxO=pFc`+8vuzhApx+`Z2Fjq2Tcfi zP5~~?;C+|=L{2F^xS4sxj45)2$OzAo)DrK22Iv_*%p58K5i%kpGLS$L02XtA)iQ|A z%+u&G+>ixgOKk2N#2}!|Ut&*k+23DOqrzKTnZB@fRkz@ zgAudBkpLqS0luB-0WuwumBS*Eshm>lK!Qku32Ni7shf`7(!f&1343LNc>6n4v8n!Sq zo1%GQ^q^2xEo|v#ap<>>JFm%-C@|10dX$N^LouWX1|&>$E=hShHAAOb;0z1^VN3`4 z(ud)l3+mTp$rKI0M5AD}}j-I|h;=bl693*Y+{+y%Dls(o*CdQ*+ECzNnLg zF=Q$N0%Zt}Hg0{eg#u|x)G8ATLA6}pPNJUI)=yp@OpQDr&YxxsN4H|efaJg_#B~xv z9MA)77$hMG5GU`Rqgm`RdV^FI^awwU1W8DWRArA8N)hq_*#TohM^8op5lWOyDCiL2 z?(U8O5rII2X!uvp@7(7xKCJTNz>l;@)t2v;js2g(Q%X zdW~bpio&dc03}Dz(Wusv;2meGC#@X@8nM6}MBQSK99)puI3zn2izRnPEqz{sPD|R1 z=v1dtcF1mn5oRQ2L1#?bZPolp`MhIW<(9=~`hL>yo3BshE*efhke-1LKot3L*1r{R z0DY0F;nE+HsKyd44U#7TbN7xA(;P4_010TrpnG9J=V;OHTf10i8Hk<$>4=T8OFEoR z5^>(g!DCN!$pq0AK7MZFsk#7sd9TxmGi7A?+U_&X)5T*qGJX01@wwZk$~|A4Vq|CU zX+dL%r=-6Q_*h`Ntq`a`JoTBP?en`lmYE4^DXC~aMV}F>Sb4nuMF+jzg<=F<=6vw$vonYiEk7&@l)zW09YRCdt)1wQhz)3Gh50hwwjQiB35|rVkiuMKn(KA5zaS>? z9JC<7Z2KkjRG;6UmMC}2Z4(^Fhw?h=wq5=G_rLoHayok6k1Yh}rH&9Mu7^MnBq0|R z1YyC6L-E44265J9mgRZihD*cgi5{b)YrFAdFdf-_yJpUnDB_9lC={(&_TrW%{ej`3Q>g zb;PGJew4Y}`mc~LC-}Z7alg0QXDD=?4?j+31BGdlV~k1UI$wIPll@n~r0$O98m>!n zivsmN6+%vRr^o@Ln+9kYG%3x;^V&~XmJG{73sh9dXm{F<}Md-)KE?87`uYc?wNof*OX)R&^%Uq}19V3NV zQW6>5N4jMgJEBhwu&$jkru#d03T{IMDcNXy{)f@SZPwYoJ2qK z;T)vGg@XwPd52B?ogfQJ1*kz3=C*MIP!iOtHH2GcSlSo}G0QBpS$?*>14!CZ<>OTT zVEUInhCw=$YhkLS)q{1vc{VwHBGq*pnKDfm?@X~9auw!Mhe3;+u!?A+9Uwg{65a?&aU^mg zBZ5b1q|@G@9WwkGi>74rZUfLN&kW%1BZfg>FaVM>1|=ksrP047 zi76t?29QG%2Z1A?ut-WeWkjN30ul(qWciiyGRwzgNBk1wR&vTRBtSOXbQ~ArGf#k* zJyu0#MPPRiU=ax{BaZ+9{`NcR7#U6~NfNC_`4y=`UV+%l?HKp1%_(W_B|Lq2T9krB zK{CdSx?-`&uPGDZlmO8ylm&n?5x+$hl$irCq>Yg796&RtQ+|c$kuvFuxMe&5D5C@j z@tjZzE{sWJ=>(|=#3aNFc~CeYAt6!%U}7ZYX7ovh0 zNk`Dpv+;mPcV7b{p+T@@C}pT-BK1rQR|aALVk8{ymP7`KhKApIFGW5)cpKIfS|Kk5 zFvCt-4mcNW0+Fp{1T%37BJ8&FV@TmZAS5j%L4c9CP^Zkyf3q<& z5F%CpnA6-N0Yk-=9F4-rU6ylzx7H$(MKLgYCWTeB7DNFa5e5XH2?!>GJa~|d6w+ig zac3y)#1NW+859G|hzXVVS{l$Wf-GbSiHYDi@LQ!BqC*5R10oV8M$K^;06-#vHsifz z48Dd$ya^=3InlEmPSLv-ON^vQ_RJAPOo=)YD&0_SrIMU0(zG^eqk05<2k1hV3V$+M zk>1cV_Ybsv$w>EzU_`>?Oay=?5e&%$$(WvmPB74yZcU>rOu(E9Wg;%(j6js)$?j>M zfqgh6G2mi}VaSotG8!0bGLZ%l1R`RxP!a@^CCsBUX(ppnBxbNDq(_zkvKQEtGjlcG zMjj4bESU#k5A4c2LMN!1m2dwr>TRPxMf{`an5+<-SpGL@kIW_6Qq295IWjDVl4ue_ zB)jLoZ6<=8PS`CVS_B4gU?yQAh^6apl$jHD4}S+L-iWjV6bKAb00m6(QLKS?90frK zxzTX2OiCBTsWT^b*@n17rCfwWM>smDdm&1YaU$&9driQk0Zf8Y$Z&HX z&Z;LO2x*RE1nfX4bQBFT9e&sd)`D745D6?@=BZAK%!wY84FFWkM8TzUf!rvZnJLHu zas>2yV(@4g?gZqH!vV6?Ocx)+M*C(KCy3=l+wsm642lxSnP$5M#{9Hlc%#K9m8l~K zjSS?&>lKL@GP^@bwt!3kIE@Jp4{OPYJSnr0pw2!o_^#fL%{{O$88g>Jny1U~(y;;~ zGUnJIg4o`PC%;HMAN}p1mg+QrU+Pmg!|@s6Nd5qF#Te`;dg57ILwD1imCVV*Hdwvf z@{}`w{OB-t@VCPK`C94v^nRb#&4~I~g>_0v7Cp^dzXQyLPh0xo4?#zH9f>pA8_d$d7^DCCOC^|0Be0q6m z*LnT_{8ArF*bi1)T~cT2`%#BY&n-N1RarALdhxLU(lv3soDVl`EqLrFoOt^9x_{aJ z0ZU!!4HQXUN=)jT`WrxRN5HAhA5MeV*C*!Y>F233Qb|!{qeKuwz;IYRS%|Nxdh{>% z_SPZpZU4mP?h{-JD&~<9ffUG!zau-AYaBb`u1rEF;U8E08`9z92y9sTa^guA*6HF= zz{&_5nQd(C;jtl&`FL-^TrZe$?Dt-JRi5z)risckLby9+1_nSx7}$NGlgbo?6g!R$ z`ZT0c+sr4?SRC$7V`^y1!j`wf9l_0s1YFckI$hQ^A$apc6O z&-2BNjy^n1F)23htBtYeM`5K%*l$W3#6ep9^yxZYoxUc2d@BEAo_@E`huwPqt^e{* zcKU}}J}yBSBl?lJQCabTW}8!V*0nhdo{HeE^V2B_wHELMbjah|ESjLCa_|H;5e|qX zLAuPTB02#PLX;RVj=_iP@M%GVCCb^S)urRunY!}U{$&a&fgn#bCFL4+hj!cX$(3X# zjFI~WZVq8glTLsp%rn7&v`8#UI)Ra;cQPO+>-&f?&1E0!z#{~psK63Nqwnflnd*CcG)Iw{l)qJT zSnJi~uwiusPG=>^g6~URjN?n020=zrs<{5$#){t!H7>#mC;q zU1G1QV8iTN*a@}PZLA&#PE=WaID{-^K6(utq{N6~iojuqdz|YW&6B{~MtgXG;wXa0 zy$PL)EP!dyEg^_e$$Tr;GkAw)h-onb8_g`gnjfc9AddtAuhGxxQ!c+Nz&F~jyGKgI zkf?Y%gsTrUuPz!?!h4u69DxCekdy>QWGsfV2oZ(r5volu!G$b&1TiozJ}?5AI^+lg z^kq9e0cB!Fgu4R}VCguG-kmqDG}D!sAq5N9ZAb*cqS@3MV)VLkeXOIAl~H zvw-FuCYH2pgdN~;PhmvU8i;s@*cd(tO{u>CSqY-W8VbdJG*1d>F~1JACBWy7=> zM*<@%Wo1D~#6-x1aHK&Ph)$tBR}erzh@<2KY0nTMXBrlRusV_(rD$4KR6=7!Oab5| zWCElt5J|z{o)DHsK*(BV*)XWL92Cg?dGvWC-~v$HfD|uPVT3{g>Etwy^Xr_89B1qm zgjqY(cNh=E3n*d%?+3FlEzpraS`!zrtl zlY;{gM`9mcAeouS023h46B!^JfCvx)yrVm~F#|y#sE#ARfgC730|1eVl-P3Ym8@{O zr9)3PX3jtYbQ{0`S(q6_``G#4$iy@VhD-#5B*+tSL?rmXB~~Pe1W9-tl#~pEV&FiD z;+@B;P}nid)RF_OWuTR!hgheW&>0Br#F)VTO?5)y8Q=m2Gyn{6 zWH!NT?p={3m+%2#gaKiJiGhLO1c*dPln9=cEYKK*v7(h|0;?+336GJD&;e@Tz_N1@ zg1L_*CISS&L_kCiX2fP&OsC+?G!5a=FppB%N&1-7C!|ik3lZh)z@<+SVG)4nLpp((IdMDvH%M3(5R8(bR0P5Zj7CYEfrv@E3t8$s*|u}^Tj<=E zC`pEFjF`db4g(y}L>HJ3pSsm-9dgnvz4iER1w>7wnpg_Cdp}Gjxz9Q&)#2!lF0SY$ zqv~>7cXuxU%s_-ZgAigeiDp6@M~*H4MVUxEGzx2hOw65`Db)w{fI0R6pbU?|BnZp| zB!(11^;C$eg(%6~nMXk9|cHH{(|b&)c0XpSDZv*dpMAU2nllSc-G zXQdVM=Zd{-gKdk;XD$U-rV)(qYdL3q!DF5~D)ljyi~(t#dIw0h(8MZb5i7-wxAB{r zu&7~nip2n#$$2^qtZZ`eh+coiC&*E)PXy&$ zwD*z20Ev^nok!d(;SKY-`h~aS{`H^s+wXY&)JD1YM}!caHcL8oU$D%JGCFBMNnnGJ znxqrR()Hv}%R&`XX+VK2ga|!+>R&L205L9e(KY5R%>%x)FFsC^%MRnvFVP>+&#cd7 zx&S|iZwQ-+1lcfaw$T)dti+ieX#+YM)g8-p`^#8}aG5)kC(h{g1C5vOcC?W|1z>{x zCUBHOGZ#Y%AQ7!6$}<^6L}i}_Pt$yqzPPi?9l4~JVXqow9FZs@=X#oPF1v`7Rs!)d z06ibh>z)NX6W*5o9FT-VYA9f40-)CUg`eZFzHY*KS^#|K+gCXr`2BZPDcX&;yXt|O zu9pMPvi3ca%YbrrUXp&pde7bGi2EZ3fm2i!DCYz9e%zi8WE=-(6U})};c;ND&|bdd zKtkpHsH5YCdN>vuM!j%M1xCRxU;v^yEsJCd9wVvczN+r)AOFbv_cc@FZL`bHRmbD{`-b5Y2~Y`ClqsRPbFYL>@+0A+mw zx(dIh)#wH53@|MBB+4qIw!UvAkMKSQ22hzLSlq$VjYbg`5eg)SGV;(9P-6uM7bF52 zHUN(I=S53_Y4(JkJF(0)$d6r}^&Chs%%UR)ku#LTnNO!4KGq$F2Xi1SYp<}j@qn?o zTLPz^M^lHH@=F1r5uSm_kq~hxg-cBN&o{8ApSU#P9W|J!IE5u)AwU83f#%UFxTqweWeBVQ z0pH*rX0NBzbF<)fz)@%b;EwQ~c~EA?l=%U3Xga24w2Te{D2c(gS{+Eq<`_vy>Z0ja z7IRxM`z+u|qa|Xl2#%!06t2otRndZfyWVCZcKREg%t{9|l?f^sKG$yZ?%U` z#rk~g*Og#j`_$kvo9{Lv$C31xuvdaEJc+JKWSPhq2*d~k-yW4HNCGe-Ey+wMH~ugV~r{q(>xbQ4W_ldThNz+t0*RrzG6X8-gSv5ip7hRR$(t8V4aGq$et|iZbh@ za_j+E0B2z(Hi*%VT@Wr40C6*F0LVLw3SO)H6md_O;7NKKY#CauIGrGG0fYdU7S;!# zCwzmHN|5D@bS;TIB0F+U=OBlg;z5&xZ?WFIXFrJI+M$LNmJ|9n_jss~pT9@rsWd*U zLh&H%H?ZxzEcI|W_EDQo6K&6NBu$@>^PlnbT|G|p`xe&wJSAEkxqZ*up*~>&JWr(- z62tO(U;XVlYc1DpVJpzvZv7ZquF7!Wad-{XQcp#ueS=4frCB&qB$#wBX2jBq<@JSp zOSd-1>@nR8cZ5&Z_5K$5SQc95KLG!okvXX!Q%8U*nv;4YapKkL2h`J;|M_+TJw4Uq z5Afy4{cB$NR`fh6JT^W8my9LCHsWK@<2I{twMUPhuMKmW%B;xV8hY=Rxq|acevZD6 z6e`~r`83US2ZrkF_Ak?Z;bYntrDa~$!;i41r$S5M1W-iFbUKj)j_@J9WMq2u@KK~; z1*9pL%gg=sar%zbofA6 zG8eM>wD?5lb%P%7R4T?P{kAVf_qg0fk#anpV~F4SrN?i7UKRfoKwbU{ume4r#ZmV^ zy?=isWb(v;GOa!iW|_;W%eRm-(@Gc&)3m25?W~JpZ;$N1R&Ght#?t{4&HwJ+8p$L0 zZu=-9oZS5B^Px)-M<1RUvzGCVR- zB2LnnMiGPpd*(4>7Mti=M$dyr!WJ5gP`u2dvwq!&>TRwYpRCdeqONy;J>u_Y>4*0( zeKgJIiN34&-JGX7_q(qg4|G?EWLm>}_>jpO&=|lXfWjPD9QkAaEzS4BC323jq!LE! zesfj$o=BWNrw!`!a@b;ze%`HqU)y`xe%=`#$tUm6Utg_$Oek)f;jbP`j2114F4O!f z?G|fmqxZC&CWy*Sv)x!PTEDAh^!%;CYcjGdL8UAgq{O~QA8o^CTuxXo-|z5wFrA*J zaP%YW{e8lokDvNdZWxkSd72YJLTAeTYzQ=+bFOx@VF}i4U&{-}pkw$5Sf)jSGY1jr zxu=}>aoJm)h)#H`@+;@vw?7xhBG*ZuZu{+cyGf3UaN`fo)&YpJE;C#6b{p;C^Pf(# zNLCxSJV1#|!L9YfI_z}1pjSYa^4z|B!SQ;fB{K*Q^Wg!^3^6b#GVS|zD3!uS)By|u z0i0hLhs2mO1ZjubecH#g(1mOQpBYY0TY?*aBeZff-vK>_Y^#w}oTYp6x;lDb9DS6~ z0u^km>!F{XEd$9jEi(yGzyZc@?AM7;G-r!6D2zJN*Ik|$1n7GoV<+4zCHdhafv@&F zkG|s9nODkWsF9n(|mBXVD^K3KzH(yd!0oD?-85(to0)KYmUa-AIYcR^sRVo1VqIfY`(`{r?m>38%feqNR&qq(oK@*+B653X2FH08; zH+EnMamNHCMna*uK)e$m!7Pr2f+VoTeU)iKVqz{VrAGuOq;*>p2FoB2qB(-xcZb7( z*ceM8LIAK4(2X7KyY9KUOp9Z+Vu5ysp0Xag6 zzGoJL7+~(b00^T8Sq#yP%#>lA#)9>n`e8--e(&j_F&N$l+{nZE96s&!d(1A_iH?Ye zC2|R_HTo&`u2@y%Kp4P*8No&ikVTk86cYCl%?05`AqY!A>6vXb=zSI}tay;tb{xG0 zm6@QsKLo7DQW%9W6C)ygNFaVQU}J^{g)1Tu0)%z*%87!)R0IGVC{h5J`&r}yu*89u zaw+wD!E+20p}XGJs~yG0o-(cpQ!t+U@0fc*ETA}mdPsNJx99!|0vxTAb&Q^ov@l1fl|rlZBYK+)e@oBqkC*PKykVdD+{9(jW9*llh zAXVN>)U%o*$q~B;I>j8~bXq z<`duvTU(d6-;=LC{j_=}ywAL)r|R|Xxdz^gy`St@I`SwGL>!OHfA0Vs+niCeMz01X zc)r=QG`*~}Gyq77M!sb}PGgJxJ+tdX$dZ8^Auu-h$cYM_1cG@N*m-O8`a_$yDxFHn zC3t$9aMxrQ_erpSoW@*b3-%qaovO=rH8<*eSs!)l6L?`KjI@Mlnk#XPL(#rh|G?e~ z|5_jaq2YVzzi9r~W&7LHW4;_u<$%x6yf0(Lka7`)@DRKP=99Y(3Omz&;YSrHe$o92 z;y55vL{W-=+nECvJ^k+=QG}j$neOE{%1YYGMEc-@U+OuT?ge7MOk-_u7rB$kYSXuX|@>U4?uPj4~5lG{rn|5ab5Ap1VwM%}5kvbHjI^c!s8 zr*of9J*4b#-E)2%e1F{AXDS~K`SThd1Wu>Ur$f*F^yPHSczzle8Q9@|;G5vKgLlMOw^B9 z{B%AL-qtx#M=smvrbZ8jjPfVsT*gs+?JZ2qXr>#rAUg&8;Z1JCl?}h$YWNGDZNk5esfAs(O!`qB8cexmUJ?w=CI#2ug zgfmU~RqYOg7klW&#mj78=KKG;JpL89{62k;alL(b2`Z-tt~&kYso2PmU$zgga{KA~ zeVMhh@-nrB`(^v^$NRaI(?`Wh`A~irXxUNXe8Z3PQ#k%>-hMe*B7az~7yqf8^tae3+=ep-2XIsPzDbIh_XW4-Qofc2OIiPv{tzhtfL!=L&%u3!H1^SHUr zAisWkT)z9f(C6Pq{7k1{DYXS|pJ2|@ykFX{@cs*}!TxENKP?aEvjaWk_LzGH9Duhc z+&cFtf425hHF5rHFMpd^>~s0)Utaf8x0nAX&;Jh||IPRR*AP0M|CjIA|F|E&*c^Jg zBrYyunBf5Q()_=kPrqF>vBAV2bpH1b{rlU;C+C-Cd;n5Ft-pBb7ksp$bU?(k;Pu1D z_7mOm4Zr$17N2Aw&OXYI_m1yHep%p+QTd9wbj%Zf*;_ovukq=z!Gzn^FNfrF_E)`q zUhcp1*xs72Mw9dD{#uW}oP)vV!zVmFA#3d0Rnz$=mNMLO`ZVT089gtoy1jk6;re6g z`{(jJoz8y{{_*!y{jSB+^iTZxw@>DrUwr^I*MM{-(>pAVog-aXL*e;`b@;-%omcoUA@r zTWa0)V_tul7sdWt?Vo%35AE_lHCSi+%Oz}sdV6}2`X;2!_C}kY|7`uw`+cAEZv(L) z)MiurEbW%ZlhF_Dvfn?BSTE=Hm|8UdFX8|9eE#l!fvD%(@m9Id;H6`6p!QD{{=YCi zjhFCzr@ZqMRRT7=&H6Z>NBe{HzmJ20-lqj5s@(a|CtUq}oC;j;@^(M}9A%;XzZd*^ zeb932Y7c(=?fm$>l=2zr!`phl>Rsl#zLfaG>wJEP*Sh`7?egQop0{61v~pfnm*CT7 z`F`sE8IhOij|HxLj65F4zG6gpnpR*lbYl(C1?I~i$vKnq?EZBAXsasIBKKC)iZ>*n;3f>TDwTz-glZHER0@M~GV_7CTkc<@<5J|a&0 z4l6GDhX#K&e7`*5Hoo3%ot{4?T@}Bdw!b#G*Y7GwpTg(B$79b@AN)e{WTq`Sr^+W$ z1#ibnEY6qYx^4aQ-|~3ZMQNUn`e`~%gvZ{#?%eXSn4Wqr{O<}_g?7^U`KUY!6e!!@ zdcFSLc>hmNVbGQb-j4Hqv{Krif5-oHFF)So`^L2Jl1JOeZ}t1k zNV}dtwqKfWjn!cWD-bxa%X6vaSKnjv=g<7{4X2AP&rIa+jqZU;^)%RbS@}H9+)wXc z^^r>=d&~%U^wadxtFw_|E1?1=;&}{uyqDv^ zaaG2Fqcb*LcAOd)Uam5pw8@QnUUccr#oZWekmRBJ!A(_8YF9;M|@218Y#ok!wdF#Zn#7g z*8h#_&FOWkxjuh*txpd)>G^r(cjrxXpSX+dacnqTks#Jl&g;t`zMiIaZgT1~4B8HE zHTD~lkJJ3hOV`th%hC>^A$bTxB&?nTXDrW2=i69i{C719_2V|m9csM#y0y+uBYF%;& zixl<*cV+}aQ2J)BW|D7>XYftf%?lAi4uoKI#17Q3bnY^c0?X)t#zd1PCaWh1Q&oj< zBqRb47g4cl?8(Sli53njqe~phLy(9#kh&)&mI1sCrCA3Nqze%O8v@s(Dz1$Vs~#m$ zlfLy@#R$iifm&2l6FkX@12J<lTdNf&N=>I2HbxAjAO=q#Zpra2p7h?l4QSp?#E*g|m>6t{$rwU{gq9RA1e~(O zUtku_~))u5f3O=~U{+W9( z792^5kbvI`;#l$F*-(HcfSHn|N9^1ABg&bv3T+eiCAoTP-tyy9oEP_`eG{~xV3*UF z+qpC;$i$h>7>fW)SSmh(uEtMRF&T7BY5#wk{$xvXB}>!Ab}J$PRL#trb52BLW@KjF zs=9SKASYa$^W{0?A{V*1$U(B2%#4WBxtp7*DgY7L4F_I)1OS6A*z$khuK`{A*9xwX zN(df8xU^N62?%Kt8Y>c!MMeM-&~aj3`T*nn{SpGt3C2!Vv8pdfIHIO3f4vhV5PMARw@Sq!2K z2uV5@jY@hBc?>cDlFUpRA{h%Gr9|pFNqkxy2B9-(Vov9b5}^?VAWoj3&JvQqSjx4Q z6&TB0D;Xn1|KkDH0i*0B)1bCOw6HUsGkTBdOid|(;LKmI4AdDL&67^ zj{*NJ=GTG`mKmB^1X(dsL=g5o-}5+erVktQa5xW7vcW;FI;nfSrALm^FCQf^$NiXx z@rvsYTwVZ6({EE=JHGFB+&dikJnIj=eqQGNoF|y^l(YuEQM7(!E{$BW&jLrWUC!QI z)u>Dw3XD(Nu(ki!CGVwt=34PMERl*5Um-qHUPVFV#$y3!C^g_f+ZSG2tASs9{gFt% zyGWb_m**o^*AJmzbGM$yxlLOXv8Af5#Gc^YIac)XqGd*rU<1)N9EaWJGs#rBbw=OUZZ0{DdOr+NL5g^4(+3bqE(=9lvLIhT4~ zKSp12S+Jg^4P5yr{SbSP5kNh0uzsrLpHQA~1%E20Ir5}*vWPyCW@LxDvqWZ?&BU|R zAce${g44>#NS)ktDNFMy{VRWaYk`Zo-}b;9%uI^A_x)YD2`bTd@WcgVp5tDAZ7PuI zIg_KVuvNf3#6(AHxo96(aT)jTeweX-26u^ME?gH~78dldgqtrfxIGDblapvpR@k2O zo-sY$kSgXHJ<<;KJ`4z+612k+R15usz*CH~T2W_FoVY#o_aR#rBLeO`M^B*OXDokU z{g8&}Qh6~IJHsZ}w&AwnULLM2`-g9_;h;X_j&uSiP;2rL;;W?B%$R$^ zPTE5TXew>eu;mWCOS0Mt~ki)^b8!f^pP zcqSkSAKqybvS7eTcEVv~LRNJ1`dlB08a?!k||`t zqr;rj-7=r(BAGTuo+gRN8dYJDjf>c%nKpT!V#x^*;p_5&J>!_*#@s?=3cC8xyZ2Km zRCR>+!^x$vOrmmkl<@+9|+W@N6vLzJ^mQ@pG1CS#!;kS z{(N5kv(Wp5mD@*P4G%_wfzcr_0ensyGb7jlEPImExpp*16QmjK))UMnX2EGyRz}G=Jq;yUBhY4Y)y%=}oH8AN zWZf2*<9v?+6s*7;N#n$Ricd#Egz!lm%$X1f5)LyU^5M}fA-F(WVG&ZObkoX&nRK!k zV7g^wCY}nZ5r}|XB()4E`;hq742v@X5wQw4B8_kxnx^TDk(rj@BEe-EIVQ?Pghs0j z9=99jzW5IsF6rbzp2e)$QT+TSh{9Yn05gJFlqk<(dC(}~??y++LY0Ujt$34!K{y1R z!`VQLi?fmeswV<46DcwSAOt29@8pNYKIsJ7Il9EjTU{uDoG4pBam2~zlzZE|z{0pu zguoy+z)Y_k3RDv%zO$nUL;;XsBPv9Zi4s(aS0RST8r{JWATtu3IDrBwF+A6rqC|`q zFpP-4H$JBY1Q3ge0+3tI01#nJHfMLlbRI4fn(0L`P%m9Eu0>?;} zi8*1O(~w!KvcU8+b0P&{+WdU-jCM~x(32g&&mxD@ni-CoxBx6j1mwu!Xq2Zw2(kbH zg_q&g&LUZXgu=7W9x;(z)sw~10w$7S23wYt729-N7^)b!yFsFYGOKp>GJ-wN62Q56 zAo*jVC8dHkpu}mIks_D{of(BikTqD7ATt0hGmGU!@FsSpQ6;_7gW>+((%?;UUu-mY zW;hprt8;zZ1(Lo4?I+mH9p`r)9oivTnIw)kBc1Y8g>9X%BhEU;OkAqFvL z!k7bM77R%e7N|O^y0U^Sr?uODGBF`q#?di?kO46n=OUUz(~u-t0|Xtx;M?cY5puem zy^bz5iY>8^u9&+1sDq`8uFu zL$nE_V`L%$a}p;Bi@^+?nSqn2Ge!c=`1p4B%o7o-AQM3-Gcy(5Mhn1EkD(7BY%GZJ zNX@cnTw151r(TX!KTdg+PMDMcFrD|V!xRvd`nU{OrW{U#@Q2b~NNmiw?0+oq1*IJE zf9}gyjj8;VT8Svxm{noqF}$k+S2_XV?IU zH$85*ZM0YwWeTzAHY8ck>xH>8O&+f>zHti1%NQ3Ai}lltRjd)}2`<+kJdFIl#a_;x9z$j- z1k@*+Cw|-c?XT4Tn-X(-A>HvQ{kc&H)TpVA-s1#6MNWv+~i?lWk6l}jyl(9QMSN`0QvHi z^R|8Y7TG7AOtxj}oDe397Rp0wzI@R2Qi9ZFV%urSdRF!-=mR{YX%*`lyVX^!{kZC%^SYkbW8#YH0DA>f55Z`asbtnJ^aP;pCrhe4N79&g zUN@rJTCFP}IoWJ}Z~nIKvWlwDd4HQ=xh{=2=?H#o>xZUSOimvP!C^l3W7~xV!@-Rt zi$W=xIK5vfT0<7^m*$W?Gr26s_D3?OKEORhsjg1cXAb|1DS{|MB_A_i&m6!{>lbzJ zsf7B;yxDljeALN351~IAZwKB3mjeIDXNmXUayI0Bf<3J4`kPVD7&JJ~8FM%w$cJ+M zbE%&xO5@A6-$QD4_Nlo(acfcOcI6)*>GpfkH^PU_$)G-uqklblC|=sS!nXH%AYV#; zR+orh9!v33mq^F4UpUsKOd7QGRs?I^1v`?oW>~&?T$Unar@7TqKen<~IQ{(1mP@fy z=W!Su^<&>&&K&3d_4?MBCu+)xb}sMBr6=o`ag^8O>V<5XbSbH7(Lv5}EaV_QWIW3K zz1&ZLX7wraSnG?3o;eSSY?T`!O}hW-epLdm(|EMw>kJYG9t=i%XNHuD#`HvSRh&Xbb~-Rd?DkaEFwwp z7dOAj8N1NCYeFbSj(Z(^YqeWArYads0bw+-ilBHm+xH2dO zC}qr!=#WZT(UL}on8b{wTxZPyGlL8vCZSL=iFR5ZJqCDwhu0VxRq-O1IL(fcAY5BC z8ET`99;c175S3OvV2-Gun{1=tiCc$7Qp=1uaM+UkRJWJ}XIPTd(jan}C6u5%>7QKx z2?T=PPzuyPhI|_M+Hv8sB~W~C`n1d*lL->s+&mIEFaixIr#~AxqZNRff(Z`hm{S5X za|XqChsxv}0(J^V03soV#Y_R#8l<{GB3l9o7?>rZw1Beef>Eifm}rWK0QxzPHk)~7 zPNFVipH(^PDtsp`wsrGwRZa zhDLIf;V6Q2pOB*HY2hMOGftIYC(^LTaW`^P{g2*(RopZ zq0lwFSjqsMBom?XG%zPZQDOp&2n1YWmUPS+45>f_6p@yas2PwDoP|I=4CBFcP}P8$ zVF3deNflCweL5vFp(8Lre)scaIOq*aNtR&@|XZd8JHn%i$Q31s>V27iI6P5lZb19Sreu8=|O-~B=e!XXM&7i|j&^*M%hBbCBJf~SV9NFz8*0DvKc z(mav@Coys;0}2=gYErC-j_QCB9srCX41%jKHitlpTFfxCi3A}T?~yZr9AIW-nk7em ze{Kr?p512z3}*-0yq`qJ5?vkL)hA~-_`Ve%K^6ig0qT?yI8%PhaiWK?0w{XU40HN^ zY(vhFFhN04LqS=U&OXM#9>fzGZ5I=qu`l^(BxyW7WFXb>bxuDECxj2N7cNJ0RZmS&?QFbQb{`gF9!>=4InpOh0I)ErV3 zNDRR(z}*pNz(h>R@9P zGEb%(b7&g+V9&%Pz(57!3~0w~EPv;K2MMg%@?U=J4?>pwgX3?gVnN8Eu%EsOE< zm%pUl3?nmU|d5}b`J^DW4fg@k}Sgn#g zkIRe8(6@W#p&OfCMjTQOoM$=1&otX{^|vkgv~@fddW-fg+B(7?_tz(SW@dx}fry-3q|@dxeckHyh4LG;a;!1V zSDkYSkW48nzW-M(wDK|xdQROc<|om1t+TGz^P?*a;+3k_LWAlvl=PTT zBp4w*Mwgy-UBJnl<|J??Kw^_JO1*kdOkPw1aCSEj;MK|pvnetm9;WIbE|*bi@`ZFT z?=gCgKE`mB2@Q>7|J~14;LqJ5vWMOC(O~`w+Tjd?uZ}X#uj;eXbIC!VgLNc;O_`$} zXFOit>K`hHcRSBtn7hi&cCtKm95u(l1U}P`F;k{dl(`$N+;AzFVXd7LBd#1ky*65| z?U>%b_7kSa%FB-s6Zs>xC6+xC!&ihRbRLZ9#vGssh#Zq<*H#XHUtnG8RW}^N*`Bxh zcijH|cKNjdx3QFyDk(mrml)5Zi~|6A&;*=e0TQK-?fJa*WLpS9$d@2LWbfXO`zI(I z1ZT$NcOz@<+>vfwo~r}fK!50C*PhU-$W!D4$PCC*jgbolXL!5I*Ib(|(WO^EOJYdx zKH=>rnY6y&NcXzL&igov1T1wC%Cy7n07fcJXzAhcc*LAbyB4Ihz@o9OXOZ4EddxC0 z&NIPCG$)`7J})BB`$YG2xAaR}EFGzjJczY8>a^%CD~Isx0ZNDj78O{yAPNUFo#?@s zh)9S82nmeDC(y=F8I;x4C!K(BSqdD((I#4Ea)xJu0ls~@^HH)FL-hK1Q&<1+`8Q4q zO+Zjem~#dtu%}yayP&5J!z4m1fHM)M+j4?#YFDHS$-&tZQ27r5H#dhol%hb6X^x3N zK90a`Y6E<(h0`B#+#}w(c}yZ>p~_5V9uZs!gJ-ebS@caFmVttg5`8a zjZGdHgQF3aFr?%dJ!j`amII&`F04%fX%SJ~XHG__8^NUSJw|!@=>C{K456~rf-rLs zf>g?}=NxVcEG9JyIZPLaePu>wh9n|bD%SwUu_T=5BZU%+1wdlfQl772e~a14I>P~{ zg)v2lwAbZlk2~tG5`TrqUnD=YS%7~3styUK9|9iah`@-J6L1Siz#uf_05FK8(4mWv zF?97LL`RsGiGC-op#Wl`t_TG&j)JC&l&qkPlr)nP1S6bP0|FsgYEp|qfDI@QBBB(6 zj3A`M7&Kk{m`mU(I0$Bf1pu-#LOI7AZl1`bTA2|kPE15_ge-_aIRnrVar(R*4`1)ZCV&01~Q?L;tJaN9014- z2s0R|8b6kKV|Ptg4~&FlKn%zkW%|rahKK~W2^ox35*)}#ojoWc>+mgYl|z^!B@F^N zoWmI`A*_{%`>+fGX`fP_+->@uSO9}5DU6dc1YL7F${kUF3nT(y0%aI_kDQiCNJ3=p zkO|DA51`~ogTQnI2PV`KB5~XaL4^Rr?R1NDVw3}qnp9jMYv$$=mJShJ|55M--540Z{{EC7gtNd+-8FvDs=D3IzvfM{VetO@LBOCg{VQQ+`0 z13j9iAtACcGcXbcX1F=fTGz-ieL#3-5)y%8h~!(HnV`&(up@vbG+WQvL28I5Vu0cQ z{Gm;TVNhle&fqW*SbWg_YTT?Y4`j3<26*Cvnx)OmWQt4@;zHp$0Y3Hq*x+`_ z5&%METLL0_M8>ID?hu3lP^L4(=z|d3B=-x@o8%_`=d`f;?)=E1k9B1N?`J_Tk~Ce& z3Gy*|(F-y9001g15r$^3DodQTPc{V>6d93OBFN2?9E1xAGGv4K2HMYfD$Yj9v&VMb-gktYi$*ptIh5-nAi6w z=Gzag1C{?v-9OYZ?^b77mt3SfO<1~?5))IXE8M^2zlj*)8jkF5TlU&BZ*%@2$Fd<` zUWVj|Mvy3%$9ZgUg;W$SEy_3uQ;0^+{u|S?=e4^5{VugQZIdoF4;2iNG0r(}h_SFp zk%&L1^>jcD5p*yP+r+bY47h%SM^L+#UJ^PWJi#LR&3K>lZqj;>3 zEsDaT((NhdmH{>AHI82+R~Rj67c~`EJ{NxRQ6lddcd);gC?4;KN&F0D4?;_@VA2bf z73?rNgRXPC01FSqF;JN)u)hXfxw3*(X6QxLBoKMeLx|!p+>e=GTStKgy!r9w z<8N>=ssF_C0~)}*P54)v&(U3fZ*@Jv9%c_WKyJa90hkhz?vd!g07R&zmM0F5xgW>- zgh;V+VS?I?AVVOM7m>Q zL|KdU)#osyTB86vtNiYJ^{NOVIch+*a?jzrP2T)=bSn@hk-2w(tF zaH!wltYaO+Dwq4?RTMAF_Bi@dXe?}a}4sNVDwnA9R1<$h2_dBBix)h&xNE`N+vdpj`OHo zo?4x?#`!kQiYNfY1eEVnI8q2n0+5*{5yJ^O?mzbvFx&O=X`4mQw4 zmc$u6a*?H2<1e@tdKv_7dPeh2qC^geZ;EXsUpv+`q zAOzuLHbzFZ)ChP?NYJPg#)zJUqmU0DV+2mEq6w$F z!#QCvA-1eLd4gv;L?icF*U19n=B$BvI=4|G&f6dfrDQ?{g1|XKfppbr9$1H;V*_k0& zkhx+NrodNwj5$<>QWW8|#BriUi?tI45(8%B0GLT-$XQb9R1}~mfFN*&ONx z5IA-c4ns~fM~|cTL@B~6 z%alPbCHx zB-?b4neQ5OySy+@hFOciwR%mE6=LhL)%YyTuCU?GcEG;t+u%?C(T{OXlVYt=<=4zt z?6(R3(Z=t0_(g6t;xm?~mKWRB&JXlc<(gEc-jp7&`(+@_3*7G3?@l4@Dwk_*I_I4W z5qopyk6NL>6V*;jDyxU`k_FHHR zSTsi*@3-}9Wd>ueX4;J%5nJcJ$HOhg$FPFIlmdI;17&NjkUdp`Y60 zmjt&Ipe2CK1)wJ3fJl{4o?t!_aag|(JD(lr7-K2Nxm>ZdES6_&bc^InL<%Hhj+R0& z4^Tn&^!u@Qq6{UpZt(70YO9qE9qy1p9(as^%;F44kmjBsj0gZ>`3)MSBw|1~1GGB3 za|GZdET~0R9g;C><{bX`vasL0M%D`Zb2F?(#?u_`2u=`0nUJ8QEX4z2o|L^NFNiIP zJnQMGxIZogH!6GJciGY=a%TCB&%Qk&pjDiqKhcQ_MZ z)TI*S5rz(66eFmXq8BhwLz)vkNf=PIR(JEUYuX}-g^bYt8JTPe z;pStK)uJez=G0GBS+uYakKsHAx{ZOk6i`M?>tpVjfT|hg5BHBIW9Zkz{X{+s?=ptO zay+DxnR!5f8e*zXa)b^k7|HlOk4fo*umQXaCK;Gh%Hk@St^|y$0v7~>J`qV7LK_JA zBc1X4bxCTf1;U)3F_9*cMPP(LFoFT}=`6}76p4WGeMQd*_cX{UVc==BU@fY`1abR@ zDrMP-u|GWe2uV?`#g4EIsI7yNyBN$Qu$C%kmDJ5|l>;;kFIy$O% zQilvlDm~C$1CtZaBqcy1kt}RxKBGXU?}i!l39y;}D^BNlL0%$mjFO1y7???z3W=Vf zOvGsH-N}go7*lBSYS9dY(ZoFX%Jq*>{)tPuDn)@2HX$>Zop7XaV9TO|Fjv%?WH^Ud zm|lS}!6HudN$CWL8RQ&PUBm?tLwu+Wb(5ly1gK1PIzVEr%_4-klmh9LNuG&3wcHUF zV8BdrAj6!Rp$L`m{n}cRm<7dXFe%t_F@MxuLf{NWf+A5ASlx2%L?TXz!VZ`gO$s{A zIK3LHtp?)MSvo+DXk=wF8-p_-#W-ag4LrdSx-m=u9iY>U{cM&UL=wpp9SPGBqZDjV zC2}$)5g{e5 zHF4&X00LSNB|XGLY#ECP3o!$dK^o%3bVwRVtAox7j@m?Oq9b)6>Rcyn98|0?Fe*br z7HLFKie!3*3j(+?dgZVZWG=^jCjJV|HDpb3pl0Nf>0MWV!aNF`fXq^y>Lg7qD4ght4q)OcS%dN{^DGdes4JVFX=cU_i-|%5zRYrg^O%{* zfr=ni+D7f_!jMbYU?wW%40a$S2RpJ|iwFyLrDRz%Yfeue%Szub_#1oU79Slx~*fUkiM@?0qf-$gJ`Iv_T|Awnd{ewtFf&iV6SJT9F=)fSnfvxC8v2^)+ zE^8?)dDFaUDY!iQdfD4Q&MY%3$qVvUF3XTxmiv$2;N&%RZ6Qj<+hz*>{fIF0FyDRm z{Tn^r8B*3F%Yx;4A(M+UH5hX&R^Vb!Kauw~PmK|bvaPK>6)2EV4A+Du2g769W1h1R z`|=_NG_$rMD~`BDJ~DeJAw181FXms|zOa`FxtC1u1!wYz#~bwB7AkaM1RH06A9OZ3 z*uK5x`CI=e;9oR%g=#a+UI}(V9H3{gQJLW^!CM`o#I*qCnK?7bf_8vor0)?MZ6XfR zsbv%nfI>_T9RW~an5O%f<2)s284nknZ0$Vd7+sO15iPxKNuNWm##|Q?B2Uhx&ecEc z-!R;ZjE$kPvVfFXB+zC)0?6PxJZ*k$Hn+K+)Tl@8*_>VL5LIlgtj7P{i_Wrkkl9_C zbuA_y$JZqH3=m0?ff+>%gKyu0q?Cp+c|IBh_P}#q-uKD5SGH0%YTC``p$m^#)UyOc z*lxoCFfk(*LUp8`UWt)9Lmmt5nZJiF##unu~{q(ba4f=Fb|IoNhOd%{eZXwH^J7L;~Gg1@_l zt^#Q^CpuWBaLwV>I^{3|K&qJtr{N>0!t59r+ybvE>k293@gSmQP0i8YD;ylV@bEP1 z5f%wZB8F(d+Ac{e#ZF}dECNttaO^=d3cPbz#mPOqmuTuwkz_mt57O=Q92UUBx}4LO z?PVNe0AeABV~jUo#(M3!eui)4nE-4=hl`^UWu%`pX&qPrK+|QS#HHYeQ#DBgi6{gU z?c~vmhljJBk~7gK5tps%MR~LReinhX3b5>>xig0Q;V6`aLck)kyL#3I@bmpBo1_|0LTu7u`-I~ncRUfk;v;h zJ#u1B-A82bx-2OKcT7u21f*nfRWAjWJ~a>=4TT-VgIP2gdo|>hvS0>&4{sA4D9l6| zVFsZH>je2;49Vk+gka3dCIUwF4JFK9=J59#6! zpfuv*iTQo)M2_T^8xdemjE*o#0GI+Y_ySxj=>ntrjeRCxuwA80ER+Zl(7z87138mF zS+;!6t^vdJJ;Bv=!OOuHgwtbyJB0-rQUD9j7c&S;7XxsJ!I_ODMItke5E;@Dg{7%_ zK?A_d%ybkI6u2xE3E#SB0t|*w21*bQK|^^Vo+vZpNDe?@<;BNpxE(2okDJoApX=aEeR|P1DpT|5Q7rT3`vj$1p_fL0htov#dImtT6SjK zlojJW;Bju-mzdzk{QcW)Oqw2vNJ5?gfQ{Ms8WH`y(+QViTV~Fg(Z^-s zn0Mq}NNqCDn)BMhNf86gj3yDOi%g~?##Vkfoz0?pPsgLThl`Zo>r8@a!LiesNo5e@UTwi~FJP&$$=JP+z_J4iMKMxp{?DvZ;on(}3idgf; z-Z8eiEp=Nu2$d&?^FL;4VTUGitkPn8OioiPlc z3k3y75`TQq?P={-jDyeDjd8ug?|nOe=j93TiqX^F00Nu@wrea8`B$s2?!x1$9|Z1C{4J*e&5uaDbH z@mQXr0?^yAdkBxs;uo8QNVO^~r8bgCmVhx3R|o^@4p*ng)H9`GLB3DkZ=U;6ljVnt z0*~ObkM~z3aX!AqSHga|tS?*j*S~TK2I|w(jplE|YS~JA>aV}7bdl|Ig?99@myQoi z{$W|3W~(BZ}FnsFo+L;1ITVoYYnNo9xz89=j@L;zC~AkUUl`f1Y;>!0f`~}ecY``a=6FY zZS;w?o;tcZU38>6EvM6jne+VP+VXgeVdfbO5QgCk!SC|mx)cz&OfO;f$$c380_6^q zn*-;>aWa3vrd@wY+A>bE2hUA;i$$kjj^mGi_xRh__}j=&?c;xes^I_cI^#uu{8quv zj`OSm6HhBNxtLq|+Z)~!Y3kazQL-UMV3t^c-^lJZnCFX5qWMeJuQ!%y|K>Zc{2y3^ zrJLX5Y`N6ODwMq4CpwSk^_;MEHi|?>kObgloXGe><>gg=wm8e}t=(@?52#P0*4`F7 zaj~PE?+NRS+P(1O&ab}%{D=6w%C=qa=289A=UA0H&QE_j1|E;s5wLkkP?frrQ2STM zOXp@w6V#*`GdzcVPhSe=z&R&|p$7+THtDIYuY3RHmoI-K$IoR)4bpK zcH0PPdwiMu5dvJ0vXqty;Re|gfhG!5I;6WoZb|A^Lh{QOtRLS2+vSN)IA4E>oZY%W zltdw%-OLUzQj`}_+II!U(+AMlBn8l+B3(`=pU3$~J9*K-?+~ik=?yY6+-D$*03u=9 zrPY>0N1x-}r1O@|j_ufc6?69-06##$zcFGbp0)@rTArWt{k$~LI*+5i&!yxIY+v%T z1dxN1dx8^Cp6T!Bcq)UILJjBpux=M#SsJ!&yZvji%Y^67!F4B@&}rDk_d^o2G{=?c zTA8?yalg;&voeTg<}DrF;*97qsx1I)8QszaxLtL9o|fug9s7)(9F&bU%+Ja88aIV& za&UnJ8b|gK1K>~Bf1Wvx`>&Dbx)rVM+dl4dX7?-t43Tp}7R9n&)wY+{|M3o!os$Gp z7!VwKOdHK)O;&);02E}Snl-BoI5HoCCS<~vd8$(=FocpK$pA3d&?l|sJ${{}i2}o= z=aO6{Anh0Z-LNmTGWVnh)G<_#xW8ZiArQ`^&8Vz{ z4N|_(HpFBk2u~2 zhTt^Ag00E28|-lyQd^a&P;BT^1|<>z&KU$)R3piKqyZ^_+Ze}14K3y|3=DC_CbXJRHm0L>({IIcCQ<|L*e6fQBOoLQH7_w*cr$wU?alMLD9yPgM;00j^Y%0ca* zJ3mUjXu_C=nS_`g4s#-p48SZR838fLQj(ke6#6anEpsYfVp#g?^=ZD(KM#7~Vxcyt ztIx9LC@1!((u!k@aZ`$L-VbG5DSURoaS^cBuvJ=7MO-u?3=TXY7l->Lu=>t-W zP{mN3Rd%M+p-7Ec&N0J$scoKA|wl}>@SV~la(aIC*Hhdbr)#a!-a2#^mw@FVR z!Z@(cJTUg=;|nidxkFe#1d^CK@=oRYc<+~ZTVsH8NCfsEAWi?ZoY(NrkD@&~-8)R_ zjqU8DN2hPycP3Vl3dbUM_2#G#+V=W#w9ToQ(L4puKjL|l`0FC~MOVZvY%ttm<&ozx z9#nGjyyK%k*{j|^O-)~Qe|mZ>3zSiDBGs-q-g#gPZGuFP>AgEgUWs`<#@cT`o%fID z*w^*ZK7IK1{Nesv`gO`rwtb2ffzKL8>F0~C-vmali0k>oGncrWd)M>#_CZD#!|kEh zuMPTU)KKK-%W59dp-l$!VF%J^E#`-LAHSc+L+nES!vin3nrA(q`gPKy<4w%h!`pt6 z8DypM>qGF)Siuw9%n^zHYh0+@2n6~C$8W5f7|lK%nl-;eF-J^pa_*AMgK4*$Dv zbWgmOx=bH=W&g-v`}OwT#^cmSq`8~SDBs((qfhR=9AQ7FkMXs^SV!z{|9mSHZ3rHh>FxNTJ2!o=TGuC* z>z??iKDP)o98eH|=p;B+nlC)L=bRg_aTzcB+sfw;<4mI8Hl@*PotLWX?4=*qvSiZv zm<3fqXUbC6xOF*gVL}bO@@N(m_f6pAIxx@s$u7bx^W}g1APwO&M+w_|p7IgpN9qgv z*N8TJ17gvB%rAY;t$rHL-W929Q}#Q39xUMt|e+OI595Xp36lxrC05G z`G?(qd{9!k5WXY%ST50<-;Xxlujg;8eVe$y(wvti&;K>+lRbW3&i|p8;~Y0#XkAP0k00LuH0pkQ+VAR@^3!uXov;4}`nUa0|C#b4)&}eAn)j6$ zXnD6^*Xr`#z4+x%54o4()zS0lA580pohp~@TBv%ebh&Pi|F6xMG( z-|*Xhjq+)|y6-XO=lEgW8T=5R(f*MxKTLQ>a4LV;Ykgc_^YX{_UA7%>{HDRUBEuzkXM$q`$Zm;C~D z+3`=?(|_5PCyRHSKbO~kS$_K$v*k_RPkg<0(D5|d=XzN#?_ama&;0levHG}DDwVp0 zJTEzV>HXks!?Iy64AmlN)qIn48UC>+9Q(t>-FqVkOX3OQcZu`@c z@8ipxH#(w2Q|$iyW^%gob4~L7jo?gtM}4bX`Tf-{iZU4aE9+e7A2rzH7u5Ft;dS?V zS^q(~jPo0YAbeE$c=G@A8DHuovsbK2a^LN1p$CjQ<4X*~|Y7y5HNnET861OcjOaG1e}BgoTxY79cC9W?opB~)k($cS|`u=fw_Lbr{jN+1G`L7~pIU3)7lYjev zd_4BW#q`I~{`8vlE#5TWc9R3*ZSL}d_2qcjFPWI|GRte5%w*Zx+)9?S|9Jll3qG~@Lzw$3-`afg) zSnSHbf8a=YxyQm+T=(Dlw@=UUcKeV-wEaDQ{#k8Ze!JPYUz@(v5A*hPygTrbEssYw z?qxsxRdQZa>m&8+Ty;RfSwOZ+rTm~N_NTwJ)hnk_-<9& zg*9g8SpMOw{PTzY-ytX0T9yq1bWVvK{awaxZXO7c5Qc1_V@5CcpBBTSk7IrRwk)>( zbK|AV-|u#U%XVK;7pgsco}%*9O+fat*d zH0(v}(~~_>KZn09@pv9{qmFSN%JbXt``TdXt1-BO@j_*>L-$~Y*_^%CvJF<kOJxN6@3??TY*Ar+O3_x&I#J&0lzM11nzR@qE9$4;dlG zfM|8Za%=REaXSH`0l;34`^)WI?qfvW8$U1SY4-!~AcJh+d4^{&eJvo>8}u^oi**T) zv}DTV?-xpX{Kbv~=_B+1!LuFXmnFY395I}RYCbW29{IzFzdK^Zcq(yL{0q)UkM>yo z?fEx>Dvgt15xNG3UY;P8Y%0IbB7nb0GL;dDApx>o}rK{QB1@Y$y_;dkY2 zI3B?xzy{0#Gc<}u9oPwz03b0k9W}6e^1L64pa`Oz%rgKcDwJ$j$C2PD0`wu_3T_BD zgdHo8KnBqebuEAlh(*#zh6zE2LzpmTm>dEIJOSNtPDNJ=@;*rdz%m^OSO7V~09+6R zbJ`>=DB|5^xOy--Q-Q$r9&j=_BBa9-rWBB7)AAT>&X7b_sf$mUyT)GgA=Y6yI$$fv z><|N|O9Ev95~l}WN@O{vOczi@W!Gv&eS~mAN#{hS)7uyH#0#<#^ZV| z0eZJ^9#1cG-EexlTTkublQ0o8T%xO+*of>%JCh4BgCJxYgmH$1V`Q?3Lqvk|%Bdf| z-Hd1mPtCK8LrxfHdyLLI03iurPJj+%P!sF^VP5xMB4(>8HAu;^4k!NtWu>+OCqQQ( z97rG&WkMuiDxoB2BxEqm_G57{#ZHi(u9o#&^LSHKw`zl-2X;UwGQ#k>Vs`{dX;z9+ zAa|A79?c1o5)&kV6A&CJAF_71I9H&_V2lLCZ8aL#NgR=D2Sw>?L!jk0(WCKFa6>u` ztNSMKWx>%L?-fR2wxphu@GJz8b&di|Kn`FcxfEa3tC9^2MZ>~~*`c3Hl=3~7;#|3< z!!+lj#(98aIYV0F0&W_6!IN<2m^|Uy%MLKnLNhX2r=5tGsWD-Ua0gN1Las1`A76{P zMhK#c7SWaJRaRZfa!j+C13K!iBzyOmwg5AaiKlT7HU~1u)9z{=efKUTn)n^~M@KJ% z1PTB>&g!{d)_IY~0=3M4cb9S+ek#5AIT{pBWz>30D&cr>C>Xxxy zhnM|5t3|7HN;!wd-4f!vgb6e*7Xyq(?=dfNQS<;mEvBn#D@8!UqHXqC^Zzy5zs&N+ z_A`$gsVf|Ba`kz7%@WZgBig`0dhOa(QmsR)r84>&voUE8&Sk z>xZ&l6+n6yha&5`Jg>C1^10{-`zWnHAI}H*=xMr}ZbIH0Ws1D>P5+W1gw9|Pf^-P?h(w=19CInwZ z+J)Pdar2pR?&uH1`^1cq^t{moWdxaPcB{t&imJQq0}mq~k>P+O$MKqJ=3$|r3pDDS z16bN~<8{;3ZMS)_0<$~ZAeU+<+aY-oeL+not9&K?4=rO)C77mL+kYv`MM9pxn&4V$ z6Xy;v2(!XT!P?&r}F|?L9Sb`3pGxE zBoeJJ2mE!M@6fM`AL@d2-AXA=Z;4f2wp?(~m@#1%8Zq>u+*9({PiejcaQ& zh)BLm%sRdB9kmSlWK#YNrXrQ1|UF@vOvx2=}$ebV=fVzgi)9^aW)z_4EP7(Hs1%M2o0;Jlg`b5Q5j&ev5(vA|c$hR+lp=j* zcM72s`pKg*ok_V|ED0inz{cS*`b-!h#+q7EITB)~btiLlH*@QwWxs~CK+WPGW}*Qa zOA=ys?yorBzX=#%MCAXEraxP@Bw5n*Fr930Uu*3lA~N$#HJ}QBuqg!i0u{?hEa;w zs)h6+0WfpMW;DH^%JYUV5lZfzS`TVNYZ}IwV_V4?B#|v(Mk)YE;a0_-(4U1~3!eoG zrl5DEPIPsXu_p#DT^bV_(9A(`1kO^SU$UHnE3yD$$zRJ%nHi9i!-PXxNFy*~og9V; zP=d}XPe;8-Ca4ohN<$Sf4&qUH^<)&HmMkF<;GhFk8D2`MNW>oK;o-`Wot;L}tb4}D zDGbY6iMxh>`m_k4DcXd{Oaf%$`UaMHP?=fAp3QK@rdZzl6vvXtj8p*_JxC3YMNW)+ z!c}7rEF?8JGqm}Fxd!YJ8(|SnN`&LImI-lly+UduDbQgS(sHb^G8A{RARr5L&qOF? zC~Q+qJ835s2__2n8T+A9G7C7p> z5e`-f(Uc4f&%xmwTGEI~4I+V10;}ajCl*O4X#lRI32tIRVMXI(C80<`0007m6v}-b z^eZ4RAg2IQcBmC98yyRyb69u?A_0`Js>$FVKvj?cz%$)TCI+15@|4Gc_7EqwXO0@M z16^l1%&Zl1ITo1{p#>HJ=U>gQYCCL)Op3T559V61cE~dolY*{Hg zCO|qw2E}BU0<98Omcp_mxMiq13RS_W1ASHi&Z#&HRDu&(1|=n>EvAKS14)z_fCwx} zRl5XHy;8|!55QmzHsC;lKua!4U{NE!zuKA(<8qX*)~wvhYAoW={bQfj0{yk zC{U^s?LK%SH&ziGx?|d@uEs5jBKi)WL!O9&^2TIPib|W(*ZX;wKsfqgNp`RHUHQfEy4aQl z?)_vTb$eUm4SR6_t71gU7Cv!XfC&2S=n;USNDdH%@Vrn%P4~Ig;4-Y|2uq2^TW)cO5pd(VkSw>8Eb%&Z(aB?c8 zQuSkz&IV&ggTPh`A!6z7qB0TZ2;~Sxgpv$V6J&Mcp~9t}dgVFL5KqUR4r?iVDvux= z;!*-1U_^D!F>KV{aG`Lu`|)LJ-sW`4bJKH~4G%vy_Zl+Rnynw>13&gBYjRrN=lHZe zxEMm^QfYYs4rirQzTOHDp*A-{M5oZ;8R>|4#SAj$d@lGZb#S43R>NgVn=lA9$dM(1 zXMJDqecANa3WlYItagAPANOOG^Q^GLyBm5w4}dCt?%3;IF30s~2d))x$z5if|M|2B zz|Y(B6-ZAH3YCpNBYsT~l~(FX%#@k?0Xgyb_Pk!=9zKrDZ{M2W4~w39`_moEk_&My zCu@u2HOhMc?ch7wm{bpxNxbzg1?0MZE}mQ_VC>tQjIt#0eW)z+`0&`Oznu7jFoW>S zUlw{lrVSlOIx`D%7I7oO$o#ND9-E~bGD%dNpl>m*K$kThpbZbh8B58%l}XZBIMu>y zVeV~O&i1+13Ld$us9+$~WvQQV`6n#Z5r>WR5tLL)6yj+Wt~maE_}iF&3!d1OI^z8} z>k~xNXR&rPFrxGQ>ACS&g(|Ii7QFEZeE3fFXW6wj(CDdSSuoAItn5`L8%{l;ZXKg*0J=cIP%B+va=ig0!r~H@n4HbbdU?-y)?h(WH9ljf1UEOH+ zJ^lvv@}fjatr##AYx>?(_j`=lLsC0KacINK{-F7(B~%pRB=o>TIYpe5(0iW^c1|W( zu(AQ#cyQ~n6+5upP?deBY^40HTCH`dwF6K&(VB?@ryspTRtJCB{?+a1@+@-BEmAjC ziKIZ@J&aa7uamLbBK#cBPZ#?tWm)cnfBZCA==N`gn1S1@60k3%m_~-{ko&P5z7!e> zT(f)9<9^!%g>A+6GAib)T&O(vwl39NGYkTBz)@;h$`ZRR4;y9!2v%k!bcg9p?XlkL z9BhwD9>`{%7Gs0))O!56KOQAtID+wJx;_m8{(e92soK|WS0im_u%Ua9KNUpGrp62a+QV$cM+(l|@%h=7W2K^f>nW(rUpW zGXNFReb}6tTw)+32Q3Z`?!DkiWbPASTPSx7D~+XRxcM}kMtjixc;Z%|x5Ain(!dH8 zNFMs`9<4BeRXASOx=>HG;f7SCpp(pq$Xwq( zWTYIiP%_rx-bIrhV|+lZSkTM54H`fbsem`n!$XmZ^dtlKy4xwj`x4IXnJhq{6xb@A ziU^M*RXs8X0M)gC1V#TgiVRoInNYG+22z$Ze#K0nq7fcbAPB-uiB||^l){x5Vw#&% zX~N*M1{9DXaKpH=6^urOGX0p-5V3QJOotiz1h2zXu;i&~?gu7T3Ipqnl)x*N4kDQ| zVtUEPQo#s}cybYJR<$A#i2+40#(y&d2A~tyip+sAVJJ-H36*cCpS{$* z9Dt9u)aNd9(yt!^m>!|#Q!6n7M?{1h{bh^Fr3d6Z2Fb6~*yDtum_Y>#nFv5AfI|XW zH~gykf!L)lQi;=OUbu-(4O1j60uq=;IHUHTfmC5cBJdgq#}N&r*cG9q8G0g0Appi? zSnRe3?98)>f^bGPAP-SH0C$GU^eN*haxtXfukIL-P8p<>kQgD;(dCg+Gs4_ah=r7F z6daI>iAflo5jzG*I7e!zT1hIcG-3kH1OmVaOwSC$WX2>x$OzEXEhvewl$PlcVUQDI z2?3!HR06nRBaL;{7RbE{HxcQw>Z&QP^@kTZMM3JeAz8KE9J zRFOf5-e*<7)<6KERIa@PE^YKm{3%<>jMfO_u5-ugXO?us)}%C0%@Pn40d=&j{lW3L z@Y=d$ZP%lZIGyn;^P24yPrv@a>G8wkcF;T#?mUk|cq(P`&5 zQ^#BvV6XFCb<6t^DU;~F&0gwqKAj8ke)IEd_E&((H!W(e!)3nAe-(T6{Ha}k@L~ma z=WKZ6dfq)o$f3}o06{^owbR^JZu^WtKJY%%JCwPX&k2(e3uH_glRN|(wSvcr2+Wge zrv(x!Ek6pJwj+tMrl*gg4}j9-Y3Y~u%sKzE>$b*IBSZWE;!uk(CLVSCK|tH6%uPVJ zD|?(su)E{*?HJgoJ@sBQ$6<9m0_x67)b2qrxt9y4ZSr1c@Rl=5N;he$7Kc9Uhcih> z#k>nWhzcLWu@8-BEDm z_M~W6{YZ20yW}_01C1Fu%?!4XGh&pC#_W=fC~TPTl}|jUVGWmqiK`O;7sxS4Mkhx_|D`t^BT zhWom-LyqHg81;{@;EDKzZApy)_hWY*?8X4p76UcYb}4vjA9rCW^u%^{i!IgY`B;+L%gE_5P%#!f^17^ zP(M2r+dp{wI2P*&@%{}TH#t8yDi5&7$j|3Lh!W~weZp)VxOcpFw1TZBlz>hU=0_+K z)+TuzoLOTQ11U^c(%HADThR%KC0q79Rbny$o9#HbCQ8mEOD@5AAUe&Z0uAzsUMd14 zQb3Ws%~?tzF86u2NLXr^ec)Y967Ws}B@=ii82}A>!z>MQD~;dKe#C(Iu1jIC>#>@?=0XPf%YNKH?1t zg`>p4n1Yf)s(!nDLA7Lb1R!8WRo8L+$d}zHq9zJAl4>}Ik7Hfs7Jh6SM1}AkfD8;S zM#ZPCtu-VX$6@N>6VV9M>QZoF<^q&NS-uNWKyB#kA=L{LOiE;D%GQi>PERMStybvb zT6CscOXQKnt?(JZ20|%-$N5tBWECVCjLLzWf-v-`=Sn5%-6{e)sg53Sgh6qX6xK|{ zK$ZpY`;wiQ5iv9ah$fc-+T@m*g0uP-mI&$u8-}$uCn`iRBVsCHU@Q z!K)1+xC1040#u5~2+TxIomZD{DU;<#kw$XGLuo(9DS#{!87rrWLuy6yVK=M`U^6O1 zY95AQt-JW7Ot6GtclG9x&08#)lz>y^d48_0_ zEW&7bdIl5KF6H!i+*%i?DcG|D2oRz>PZNzq8<%MS6oHZCL|KZVyGJ1e^H6sPYz?dA zpb4Ib1N@@h~a9An2YK@%Rq2DwQ(5GE%PD-t0AP()}yh$td#VnT_8 zh;Wb$pvHtUr%?g{q(@k^UTPMJ>aG!4Itj(F0}&Avxe}mbrUxOT$iO!7WVEPch4{Ihun6pof3gG(+TrF&PfhjgHJjE@z3pzn(Ae*XF2a zNr9(_mWk2IXdgr$T79dQv#fHW%z;2^PY<6c$~*x(3lEKPr~e3 zKRww&k9yA6-p<4!@z+^81f*vGf*>UlQK@oWPur#4V#fdqtebuM%i*`p zpA6-Q@rXd*?ifN<*0Ol{g!Nhu#a^u(hXUcEVHH4-TrE*+tvO=u#~GOBGx|;9z{F!b zBHsdp%b6oQA@X~x(#%vEQY+w}OJgb>V8w~)8>X>S#4{~lh<1m!$cm?z3{`ro>+iuH z+xV!six|eY^oPKk?4OGryuWvDm*+2j`o~dz56^$N{r(^7a`=wPU;Epneao52OY(0^ z)(R?cacX;Bbd-2J;`P6G{08tQ)zbACQhi9FEFIhim7{@r#Uok;-1dgheR#^lyhjXJW8I z6(OLpD`q-g8to=~g4As(3ga{$%VwR=i7qx=HwQ26sEuo_al58(v40!ew=gX2Q>`^p ztc;r3A0ac+&0=En~)PZ`IEBRohq*IDRuRLK6eSJZnrUPB|Y27cSj#I%$*=Hi<>(k~7y-j-inDzZ4-6sg)>GN4J_sy_2TD$?v za5^R*l(ij&zky3)v0dB(YqCgsf&`uD{udjo#|AyA{uVHL`D0UyFJGFD`t?nHXbwzL zQUUrnuz6wV4iR#ewtyj0(zJ6a5b5C~rg0EMV$A$E26453?zAR87pP^@rY9ZI&gWyk zqrmCub=wY4J{PxQw2(WK)P%(dDKWVV2Ejl-IBJzvYXm4A0qE*^%#j7T@?;ulm#w(v z6~hZ~tzcAlt+x^Fy>LaW85*VqxD~ER;J6Hflu5L^PN_`N+VXsj108ZheL!mVi*wKU zs77<>s2Ea%Y0MxGVcAZoCp0CPf+XQd5R_3ht6+gFo)7@v`{HT?$0D^f(NG6MWXTKz zps!s@($h%I+=;Ig83)z1pn>nAL2MjOSYBp+DdRs#^n8NCeeR|ST2@8LI3cH$%n~EE zL4z0O3#oqs)!6QjT8rU~NCJv^0^dC?85unZq)0}(SZ&QZ&tBz2ra+A|MA0LQJwuAyAes%;_;l zf|D@XcTSQSg9{=HWsx9B0fIUV2_cb)zbk(d5)s@}x=hpLsD;o`6MA0P_k0iZs9;s5Ec}mWOFvhdQaRl zPsx~Q!4L$%^dJaif{HO!(=%C!Sm*(Za5#^L=9~?!qM^-4hhSpQz{I5D-wS+0DFdMZ zNkTOxpCWe#MyyOn;(#Ddz;ukD$cdML%usYCGGwe&E79Pa!>ZYUs_;_cWI4>^H8m5w z2yrzaNvUUyw8tA|V35UyBDIav>QY z2~r3-+;!hxsyW5rv9VQ5M2;jgKg5LLEJ$fb zBp_#!DHE`HIDk+hra6)WYcdDz2ArFSfP;e*up>ACAW8ry0wqx-IVOQgPWOd~7;^sq zfe#BaClZh)2B8B1CMF^hG0Utcb&A7qOoKR>k`WQp3Y2tGKs`b%(mcawn4tqXan=k^ zjsyj<29l(+vG+_2Om+6X=-C?pI)M^0F(i2*?9_(~1W}}f#z zUZp*t-E3=HxW)`iz;veOSRIk^9ncVNC;_+wXwn1f+r~d&EudD-DFHBnED26G@)O-_ zb-@&jLgk2l_j!7<3}NL6^n?scPtf(KC{;Uxj;1=2OyuC^YC9Ovj3nkx!Wqt)42v@G z91>m$m?G2+J(lW$5OGd3jv0Du5VL_t*H zCjMQqS&WLi)3$Y=l`;i9fS@+2gYTFQG|>lvWKhMn%KC9~`8w#>=Y_b)5&(`Ly=fl6 zf+XFpWAL6AsHY&J8lbB;KA0GDhQXz|^D>q$(@xxBvAKfi0US!df7f;@SqgB|xBSCoo?5RfVu z6>$lGpdiND<>{&PB99Mv+%XhORnVgV7phB@Udz}XbIYj1hd~ntgd=^=bf{-~$66$b z%?3;ZrU`LKTu-tXw#}bNnA~het5fPGk0tU*xM{$*=|k^kuhaGgYkIR8ZrmA5MGy)c z7XkC|N9+?eYLkRcBrL~f0EnPWUU{54l(jg@u@FLW&p4cSk_kRT^JMQH4Y(vFcp#=Q zD;C-w`>XjG%MJ@!VtAp!Kuulof9y$XMG}&gisYbFM(g^5cg4pIYqG2;C5*}DHip@i6;Via3y_S`sBH4* zQooUdW%U@x^mA3s;{?4r>^iAQKb;hh`7s|u&3ZzqjVfp8;ZT#B<{(%c8>dwPK&3dC z)&M@TAs#?b%X6UY+e|w^X|WsdZ<#)u7MBkFC(ED7eyxT~g$go9DQ@{VuJ5?L`Ft*{ z3yx)Nd|K!F+2yBLf9J2&)@pmlBkAFIyM`L#ygvPNPO#|?Vx@Wi;%DIJEy`)ieawRl z*X&VG$XmDZ{;{upsa&b@(lFr&ip$gG{ii=nYzFHvRtm&C;;`v2biukfVavwQNtN*i zeUtqgSIE2t45%Ejm|;W()gn+jjv8)Lx4Pi6mKUzyAhI?>58HPy1-szVNRYFYm0$wH zGv0U4U+01JoBz@6dComapzy?RO%md!diN=i5iNoMqi`6($lF)5Ve~^nW1_;TY*f*f z69=RozY_|LyWN~NEuio=i=7!Jla+L0PSVCJ0GTE|`qa7(DuP?MQ}6X4)+ z<=YW2fZ)U#;!K|W$PA%c<_W=P;^8zs0nstGac>p-j54_8(>D@%fWb5vhH7vidv(CyW#XXuw%y6{v9>v2QWo z>*I?1UY~9kfAfBcIPb0Zphh>6=LarIyJVwBLULGLecLg`IPc^aCrz ztSo^s%?Bp5Lc*xdauqBGxkhHxg!3}j>TGodg8J#xz8xA5?(K*|xEwo7dPH#(h*Dbi z$S72rH-rt-h{Or0uGsyU8wnpeEe*hkIRbP7af#V2+ys+w?R_cS94h2SBlMuGE0%)h z+m=kHQcHUp`*aM$FaYVTQLUxY8)hN`6iW!2a&~Eq%IIJjBM<90btF&l@~zjOq@GakxZPqrC|W?9$1Hea zK2sXvbaJj2rE}(k(4~~jIwu*_q?2Mkzdq@)haZu_%)PWgKW+~%ukN=Lx}$Y$P&#XZ zD`aE%!YAVU73f+wZ>!vcUwxsJpmD~S^TLZG_X zl!PYyC}=PfjR=uz7-|Ss#3nEkrorwE#GZr>l#$?2lGdQ=)Dez?jMRZXbRHVQ5P-== zKx72dd^A2)-`Q=6AaqP~Q|+&yGlxSeCy8-&Z9X5!fXILnA(51kkqPeTOcog)B!C2w zd1P4Oi$stq`%FqiPT&OL#k_ze5;mfhLd^kk{>J*vbHjrKnh}mYVPo~f!q z=t+^pw`X1tpaTG!Vfx`wYpt0K>4^*|>J$l10wmdvj0%d0nm!VZfNIYPi8KgKge~wR zjR_hFCO$<-gkb~-mL~49!#JBHVuT}O3WYN|WtMUI5snAvBtNF9F*&!9AzQn+wM7ra zY4VFRL!kKgT4f*xC$ta%nNAiIG^Qyg6<#8N5Tc+`76wctXAUQf1V{o0q;MiaDuE>^ zP#UR)XH*SCOr``>;$*^P6HY`DaCDN2N}44G6iA{RkWnd%`Z3Yi6ogBwB$0$zy2z#)p2~nJNWe%8 zM6r;#t&d0gBnTjZEG@9|B6d%_qoiQhJX|59kOfYpgA$U81UZs9davtrJ2;qAhM#uB zbay@N^=J@uGT{IeFa6Y2oR~8JgbR?-n zYh?AHme-6e>0n$TE^ZO90Uq-*ssK&(X$2|Km2*(8WXbX0;t>H5Knr36f5E)7TOrG! z83`02f%J+L*3HYfJo4oOZ*9GCPn`(^ih}?M5(Po@g09^gtw%08@{|Qr#<*8F>gSoh zRWcEMbV6da<+|6pBS0|O0@g4PNuf9tQbo21Pj{NQ@~o?tCq!)t^)YICI9gPPHS!Gd zt{Diy1tl}Xp?N*?dfX)s%*lg-=}}5zIi$B)6_%>?ynSucj9;`A^t(7}MP$W!wF0vR zQsTfIOen~L0SQ5142C{iyc_|umm$tRGeh07YCsh7ghSAP(^4WKNTT*gQjJ|zyl^cf zRe{;(L19&UvF~4O(1aY>RzQM)NF@X&>XA6DW0A5rHAkX^1|X`d&h7kD$h0M=rLbda z_%zr+!98j1A_+DGu$1T8e#5jif^@`blE9eppvUf8vE4ypXSF&C z7whCj!6N}5uuveGkR$3k(C#sx9t?icjJ<)LCD+ECX_gak#{}S!hBS;EvMTY@0}Wws z5yNqpT8g*g>+`j~X65kzDDWZPaqDS24rnW4fPMQ@NFzrqCk>`{ zDo-`9TR#4Vz_nMAW6%)!LDuIRPs1m-jQO?FgTR7`v!bvG0}j&z=?hXdc5t;BpUtKy zC&k>jieU#ngNtrIFUyikvMY&mMjS4CrU{n8)v@GA-OWQ70(k%wjhsTkIAGr6m|Wsx z`N+fi{tl0?hUdu15~meD#-Hg4Svrk7bLd5wpK&JF>cCLSdJ^f~5upKoeva3Jl4|7b zZ-0wpf92EJ8>(`9wgp4DWGypdelxn}dh6f*zh#^)$a$r{B76GXBO4^ak$4aO=0O@$ z?b$K$>5PnnosNx{h5K?W;!kb)_$b(dz5#oUAAyGJuj2s_;PIq>0Vbq-%A_W#Cr#hR z2N5*<4Z({lqFMEeJkSzhtsw?7QhYKEKFI?-6|3T6ND$z~4EIB7&3KCbTMZcUx7G*c zIgfKY@4ZyEUfXial)5lW7B92GlF)=Jy|yfYOXZ4li(QIPDO6WL)G(b}5jOdppiXC| zCke&YoXFxhX;hRHvRa6rL^7a4lq~90M|SJKvG}MtI@~CZ;yA@)D zkT{fGsX&lVu+^=3#tor~*G4$|!`ql6y`mBZS(Gj1VHSs-W}_B?nh8NM6)euSEVg{) z2LOanlxl!GcrXfxMo0Z#Sd^4P=@6;hm-wfHe)i4{fwn)hv9*`|a^%OalQAvvd>&Qc zHWF;rV7v3u0|8>^qweTr&pU2^#S-7G|B8(`EQ*zE-=s@Abo>aBuHYh8EBxHt8iNen1&WN(t zHQi`BftN65H{XphqMNxJHX>mLO7tVirmTC;T6<}Q7;9$pD0&#YYI$aI!4LNlMvS$^ zY0o<*l0i^%x-b!$q8CUS+LViN@o;e>PzP#FGt*2D>@s2;bA9P=0R*>I8Vy zFvA+tS#K2&f(Uo+r_4~_io~=YsmvIr6v-&2;RkXY8DwU_RHOxDX0lWx@U-yB=*Se5 z5r&yY2usj8JS?{k{*r(S8!z2kh6f`>qFWFIK$IE@6T&4>hNfnrG7aid+3z$q;b_9f zj8Rz2PapB_na^n?$~zT^-qf<-%y1nU2f)Z=oCOc@(^}p3oKTR$!=`4dP^js%!@QS? z#Z5yH1fje5V=DrMA?StRtq7Y_fM{^G?!2gX082o$zlc&1YZ&Dr zuv=eq+t>^QMi-!z0~SL)h677xnrmhdI!FTh@nhCMV>1Tv;gCr+jUw|o!I2PHFd|Wt z9STp_^KoJ;l{abAu^3a7UGOFF?vV_F1R)e&8NEgY#WliRS+kTHOs*Op0AcAQfJ~Vs zLO7QOQ)Rep8jtyIgChh&AdhiiaV$cm5(9=qK&UC1LlQ6;(Tp04zbS)LN+DUKDP~4rOEd z#G_N*&^IpVxn~*(0T4oo%mkWtHNZo|`8%bmqBJb998ieO$<3q$gC{5&sdHm!e9g>CICwe%Q1>h2{xd_)C>)T zz;N#H{AhCJ9_*=GMLMv(t@PXYKqgJIOfHRiRTE|E$0=bCMu8{vFE&#B1LWO*^zU%K zbO&%lpF9rq_XBAg^> z$+DP(e2=a0-60*^(X@a!J}#$Yd1|nm?3J>ZdGf`}Kp+ zq(GZ~2YnaGwG*G#t=>ICeRTkm?fG>u*zt?Na$9(^b)61yJr@zVJc1NUuK}cPj#>yw zG9kn{00whPVQ-Yv%wY+Azls3rPJ$#gkgye?`Z&_1CIKR_vlP;q_pcwHO_MSu_&XM> z3LBwEU5f+?0Ze{7^V;4`h%7ZfHkzmL(Di!$@%sALirz0<;!Ee`0}qWr^U*b zVZW|cNXN&1Vpz{)_;B~rp?<%=q4ts$2(o4}@EYI{^id*8sX*OPk_9UI(w)CPeZPKz7s{iHY|*so@2&wo47~rBwMMn zzkG_vHwIk~Ata!lZAz1Nem&+r4vk8|76K4jd@j75(8y6ozyzFJ&V{@%j7p`K)0Xu9 zv5OEhyX)Gvuv0-mINYt&7b(B-_*wePJRWmD*ggt6x5DrQMCGXuw|VRmn{bEXA_1At zR&NoRUnT$Kxgq>B!E>j-bGo&2)wFrr&{2x?x?Zv$_}d!4h&V7Bx}!;2@xk99eb0P= z9_Si2L3fIJjKASN>UJx~dy4s^AU>o@Y?%(@?!WvSf7`!Ye*YW`n*S;4AcnPeY{iHBm~^+gec^}jkB@k9dP@2X zaCp(QTUS2zyKZ;aH<1nn($G|o_-x2&lOtZ&h0dovb4aZBuOu&kzocWse`=?q0Aq_= z{w?s6!#R_g8WpMK)t#mN;`j}y^zx4`uV#P2goZyo^B*4m*B#f)cgIJFVm-;}hvn;3 z^sI_!;9lV2a6MrARetlkna^Hd_q^Y5_A(?dp(n>1QHTgLdy)rvQhGG6-es0FJJva# zT-nC%``VwS6z5{ez>-rbu*=K+{D(1i&%@;baqvQ=0IrPJzu?-vHWhB`DlB%7luh`0S|9(o`=1Ni$e+jDguX;R`=COV4mt)T zTU0<%04KIyB>GQCv;Xz$?61qD+Yje5|2^x^WBjw>fic^h%{3YvXg3&~xpQQ|j#{=514>!-iIe}G4XOBqZB3DKK} z?1V=`a` z#4(Tx)n$fhm*eX9xe0?VG|LISlGi^>vTZ+Bbm7s&E9yzuqFlqL9|3t-b%2T~F^VRe zrS_x~5++G9p$PM;bO$^7%r)Jk?DI+eoSgT)ErOEU906RHb8_9?o_Q(d$o=j+pgoCn zEJxA^J~+7tqNlqWxiKrlWv+pJA{(KDM(%6_5>FK}poLZ=cXxLz1P1)lfWfz&K#7~1 zPQ+!s2s}~l5Sgh&g@70nFc1-u4Qhe}mf)(bjt!Q~~zP2hsdxJ(ClnS@-=}BI^1E@-}tOtc{37B)$iRz(B&|%N~D{ zV$5ta5x^KX-V9g2?Q&)i-{eTFT9DJE&ed@DQecH zO*+w~+Yi1oCDqDa4#$szTk{9rsRI|L$Qi!5UP+JYUi}{!oZ}sBqY%O~FoW3Z2uR;! z*|1p?sR()4++OT{deHJX*NxaV*N>n|MSgRehdhEm*P zc`r62!=Oz%85P5bvWRR~qB%fBctu7j-sqSI+#l=X@jP~W#Ue$pk}c#5Qzwkb?PmYumS3$*g3qXDrbEOs z@Or^md-O%29$CCdmWo`@YWH_rUSItu`fK0smvx-`R*q((QFE52+%qZpk^M?9N4wfw zWapZ9gqt`$@9n2ezP>&Xan0Ve`&_)9wdJAj^P{!pKTS@{zddvI@oU_FS^YP~zJ>L) z7mUx~YpP;i3xC^c^V9Pv&krh7H299R_rfn4eR#uQ@&F}(1VpezqYU4;_I`|-(8O%{`_`+|F)z?fsYf@VX%IQ{?ithW6-o6%13$G z*2m{R{c!%)&RsHaBrExp)+}v)Nd#Fb}BzR+K!&(BQtN-&W8EEll^XfZoB>;I=5i&(66>O4M)Ke_&pC7O1 znf`pueurITKJ%3MbvfNHZDyZG@6Ov&OW6b%inrimT{@?os#kghu;o*8Qj*fobskHW`6!Op6U4I3V*7o+bFvH zh;^;ox8)vH{(demSN`>-e}2<%_ho7$bY24lZh+qc^?ZE%q(5<*HL6cPTL1ZK$MYk5 zP)?Pd>ienb=c|_Z;q|c&%`5MJ6u(C~TYISp%j4^FeD(O!@$c3{^Zp-4ncL+Lqx~o3 z|6BXIDFV0r=_7h?f7o8vnBN+Nx6g*_ zs&rnf7PhBPgwJinGny1t2A+|EAxH)+az;*ZXH4PdmFbxN3@xXA`G;gv+eQokTZ1DG2UpFdqX?qt1Eys0z ze3K&gaA~h_{%OifDKARmW+(bL!}m-3^n83du^i>=x5xGg|I=r)#{_6U$#Qo2dC0eY zd5NF?yT!E8&v^e>#{9Itom<0b*YUs4e0p7;Ui0MNaNeJU|FM=Ika76`$H=lwD^Fz^Yja^F(P!fMI7|@{DaVW+$`b1)6B)Gu8(V;sP>OPJ>UML(L)#1 z(oa!8PXfBrdiqsw2Wx8=_orD-`y!YAKY!g1svise3+?}<(QQ2^;+_2O(XVlPw4G__ zWBTLi^zFCKOPRl}rxDNeZ+^SZpvlUiuP#mZ_W?T&l@+jtJ>Ft_Pr3uf`|ce-rJ229B-$b^Kv=b4~Om4<*gjIK9R=-;Zk3gcJbW*#vi|)`xm4g>~+B} zeIDc6681mQ`JcW0%ggD7ys0V3ZhTMDQk%Cg<+K{JcRn!ae41P**Otp#Iv!pfX;&Mg zo)>NS`P(1i{uYT_eLAwAFq`N%ynZcHxe_d>8sn|Y-dSPWAKZR9Z?$nXoaZ-^UvYo3 z*Z*sK{G0oR)C7KtU5Fmb3)QFA-u`QaR=sxerGFdp^;^%6&tJ;;W0dtCr;z4wOxlmr zdR>1AxoWkW4rxE_`;V+IyuCfgzmoBg`@T+kdKP-syXE-hRNe@l?;pp@m2%} zygiSf&$oR1N4dDCyF!&tRFwEYzAzoi(Ld$#qstS4h+96chi!}sZQIMQ@Vrv_NpJC# z1EE5Gly+3P#Q44DPf>{YjpyapDvz}j^Q zirj;j!x&FbH`uvsCwxEO{)W1DwTfgGAcbW`l@mSh*MFH$Qa*p-dt3h)pYF>f{JF!^ zcHqPcPf5=YtX$<;qTSx)2--%oSOrRbxWB=EJsG^__84O?%V@7u&%zS0Q?Vn8`?;gA z|1Iv}U*NH$M4_#I5nwYC(dHZ5Wrrj}I6DTJ}nJP9B!yLJaJIoQJV{Oh$HY1CwE z#nw_U&B}ot6WqSD`Yo-a^c6n z-dwij@2&qG9l4CZ6#USlFDA^-C6?|3c^-J0{*)fg6=|jAf$-*cf`J}a)7xclM*(Ci zSc1h{Pk`Kqiywkh&4xOY7A`?u@llu&qfk=xX<$=9TUb&@J1~@iI2$1fCWAV&t<&j1 z$SJb*GK&oL!>E4X8?>m=isn z&g|q9u^U|utjQj*OMuCdB}L9iNco^pv1;PZ#4yTu!_-_)wx*REU)3XO>xHTyd$9-4 zV?{2f#<-R*L33gRx1^&$KaFeX!RZYE#$Fhatq81d8*YP<@%(z!^M=h?pcIxemwKG$ zu^zLpS$-$jB|iL(+Wi@@6dI=iL@%(so_L-6&#iV=JK0!hL~asqycK z{-=m1!j91kEo0vyu9a^1@ota*_qhF6pF^ikABK1+?Dp>%ow;$DBFa!1D0yB5HN?1C zDej;Lnyh|$rn{m+p&G!$Gc;)cJaosf?V~jg;;{!n{Sxvc zL*_X0;{&#>&0GLWTDnGQL0nH4~LmnL4H%uaUO+&=caPotBZHvRCnv`?Q> zcpoFM@bal%KF7y{5mFoBQd*Y!%o)8C$Vd94@{Rgmwf>R(?&wL71q`Rg zP#A&!bowW^W81D_%ycQ`gav^>y%bDI=&}@P5lB*`NyFi^&i_WR&$0@$#Ed-dOj7$= z>Z)dt-j~Kqcf}L0#Sp@QGm!G2d2_70^2GBK_AjXyK7#cl<5z&!Y#N1LPycw5r{nP# zg5&k+_hB;aop?t|_duwCRTDj4fFi*oXU1g8LR2!Uh2Q^@_MWgfywI{rV+f@2|MdI@ zv7fN_Tv01xO~A03_>^+N&e<)?k)WPl^d-i~dB6nJTA)>8PVm@qnihK0VnJS;_LXNY zfBetLw7Jd%6oM))xVsIG{Q1|sejF#7y_7wx3B7)Pi`1a0kwB%^))y9{$d&`*Gv&F` zbIB)k%iZ|)x>#agWa;Y$JZV3j5=!}bBK)kt4(CLPys2GhNW>RIB_oS?V3<%N=1lb% z7C=3@C$~iWPL4%^$8k6nKn_2Af5Yv4(Q&qzb@t;RW{=Rv^z-L^Ib|+I|C-!O``o23 zxplbBeQrl>Yz#tJKq^X&RNwBT2b?)GfizvEUzvc9Jx&Z4K9}zpU2ij2q<<+yz%+k-)o_9d25J>A zTM#NBB>+SKczR}lQzaW@PC!8gNf?}c0zs(_fE)lo5-ahVUWv;=H|2+ybSerIM9F}y zCjkp0pwEe8Hp60xHEUgy`m(;H3qym!``xkjLg#`fj9%p;+$}_?5#N%5f#Pw{F{EHf z1lqZE57Ol1N=xlaD`B=BQb+OoS4%gf)>&j6^C8YPCowsB0g69AU{otN;(@Dd;&5K%dy4E>Uu% zd7dLL8lH0!R6+p&AVVSImQbcU!a)=PB_o)UlELe~TpkibG9ejZ_z4Mnp4UKfB282~7QDr3VSu^Fure2L?q*rep$UDS~RE$r%tn z;~*G4r`Qm~ClUm>ncXwou_N*XKkK~!kQ7i3LFlU$+I4nJ3<1NiBqA;q1w3u&!4iz@ zMy^=1QYH?a(Rd%?XIoVtaVEw9G9B3GDWhAA!?@#gss4laL!cn1dDWVP$e*eSSkR8 zQqCwA1%Tc27)HW`XoWyLEHNW9QyC5Xa6^X4lnCkWIY(MXBqD%dHcDzBJsEb_1qo~- z03lmps})4*o{1dE-<#bKR&)|*fj41i;84^_Sk8o=siH?gVI)j|fB+)^%(zN+`bTvg zcCD-9e!+U_~#;!FfnT)gZ%@S2CO!9EhHgfGI?Rj3l+%WzP5` z@;?{4jD3rUMyH7P$&tDC zH!~CL@S{>n?=h+yBoZ@bpsA*mB0YLUFwDtr4LK9cN^E(MHg&RK^(h$wVw&6J{Xz0- z_?jLIa^;fr^5J>Tzkr8@ds={FMiO$+7$h!iCf^Q68J*@?KKgo|KdY)URPJtQSqTc4 z)%lpcAE%Y!|FpvYT5U@E^@tz967N-rD!*$o&L@C1);oUmQrK}*y;bd@;dY!w2PuFc zlt?yDKOAd9$tV(-Gs7S{*R_-yp6u5KUk;~+d&kpb$g$sh5((i8B1BR`DYcV&##J!P zKRB3j7?DP3FnY7R)Ioxy*v=YcWU@|Q4mkht@gEf;QT36oPzyrYEq;mh1>GtTRvf~! z5+tblg$0~d3)G%cAOgv#PS104lVXU6A4<8iODGsUCTDsUn;xEVb1osil}XfVoYG9- z9%1Ui^$F`IojwEoJ7ifWhE)*R@53!yZ_+J3XihK)c;sg08B3+5t1LF88!p`RyZ{Zy zuai9JH@Lmx$Jg%v(&+a~;Lf|_`@~5MB1iL3PZ@)3EWTG)N0;=qtaloPpES?A9d}bW zwnCo@ml*FPd*m>7#AHE;q+_=^ts3w$h>@kX3Ym8Jg2I58rBcBUZ*QryUF7_ukN;Yc zy&}CI=l9(HyVvcf6a3{$kCKJ`yfC#gXHE}O?aB2MkH5h7h6%BL$^K09SAm<~PURGp zlYOL5P#|3|%TF*&p+H?7_^yxKH$+Zf<1^U!!2J%G%r$CqeC27(H;+dmGZn#$1x7TI zry0M4ECRyt9vj%UNgsj@zx|hyfATzle^Oq7sT4_1wnK19d|2GjmdK&)&SiIt6 z_QX(QzFRbR-gB?LN~!Mt|6}RTmMmwo^h$7#stTOJ%-sJmG9r>$!eUXRx}-%~`Vso& z>z2~pmBJ>O%#7h5-QCR2IRI334}IZ@7r-3^fUa+?eQugr7zhiw&+R?8ZCykPct%Hq z5}|+6#scr-@jAAH=%Ve%Own~!xqAe>Z#t;P6I31L>`TQ;+|D@xZAVOEPaa8&==a;q zq~F~>jR%&Zbo|v{o(6H&j832{Q|UAN+glrLQKS{!6H9`wAq&8_7ycbjFc+R>w6~kW z9(f<|8MLM<6NGxOM>;?d3gHQH5nhH5yMK}LBzi$&i+iQ(X?bDbIVbX6G#w7T{BTS; z08@#zKnd(lpaladi5QR*)u8kwkW(>fx(4rk>|>*>B2Y!Ofn@fg^GdCl^zQlX-+IfJ8heRLZwmgP+?{cY=ds&v-dXyUY94TEyoyvf@fZE?tM_N4OD9o zz?gLG*obT?enyUn82g)kWj3E7E>Mnr+3&YPxVgOUaF`bBIg<-%CAq|q85O*EDdLfb zb>hHbbVDnl}Jk0>YQtCMYGoBSg61Bgew z@P}X4cWcw;W56=x96Xxj!<0X$YH^a*HPA^N7Yg3GJV4*L~@1imb7$vcMCT1d-8m^>Ni zbeTBLC026x7RuB1^dU^}1Z)`-!T=0CDFvW_qz_j_07?`C%6>4?gmCw-71x=Qs8)IM zIrsJ6=ZN4!%20v<(?@{V76C#+32KwW7ZL@0O?ATva07(OB#d5!_jy}Hm^jgkMqt1^ zEKF8vBk*?1y@$B9!kMR@D5kO7@PkN}ds_B%*oB^C6V1SbqRh2l0u^|If zu87!l1ZBde6T#Fp5!VcgPo#219> z8H2~bw9Mk$RDKl43B?bYe3UX+B?gfsvWL$E5+k8Zd)boHrs2eryt=ZdPhwLiLNEyQ zKnnr}NVhabOPn(~n0lr`1Q-ac9~}A|U$XD4wdyH2rawR`5dndD7&xb7hK0e=m=s-L z000scQUS_}KPv(-ft1jS<8rbfM1VN>q%@VulSsLqI~rbcEmp3807^XXHTcE}7^C z1|(dHqyzZKnL@xa0%5dqcw`t!cG7w-|kPn0|F(kEsicuuk03a+xRY_-r0Hi@C zMG6`^N00{}Kf{<*E?6$vd72B}3Ht!iuWBR+41iF|g?UkW6H1H;vx9qvPahuWikc~b z0N?=u6u<#8k<)>|0+Yya46q*QN09`~;DPD|ohPvIbV{O>fb>AZOtVZ6HbTy?V{1qt zn30l+9$D7#J|UP8RRd!ZWuZ_tu#VsfGjXRDuwb5DwgQlzL@AmML|KvuikC5DLWa9a zkZX7KJkILnd|W<|Z#eG+??}2yyYyt{fc!e}fQ*PBhJ!9zUKqECH$Y1Wj96_BAXF_{ zgE%1rA>)8K*9wh1xC^V7^%85nLDnh_I!)qjGwfS@eEFr^E!2%PJRoNkX2!+m& zyZ7AY0JoG>K}qDr4?YI%?gJs&o6=I0RrHe(^{HDb%AxWT;P2o^@{c%sMF6xfF^`NY zC?&ALOi8bvZAsGo}gS)jy&!-KTTP&egG_x3m6sGa27f&|HAYjxPhBTg}8dx zxi`vxo^cyR^t9MGL0T2Tek`YNDZlOZON^fpJ_HETyU_J?{;qqBk>FHil{$8h$M!hN zFbr1;4vPSoiNcK(F#^yN`*az`;9w{)e!Mh-+-4p(IVR1!@b5Nk{PAf~sZXa+AVg(M zX)e&KFlh3M?nSefpo~5JJ=pd6C>x!O+$~$J;`zI*Pw&UAkEyAvP)XPy_x^T!I(;kB zM8}*xIFsCSn;zeu|Ebdf*lEpzl)J$oK4R3ae3EieRU~(xI3b+h-aY|#t!Q)X`=^3X z%N3xldX#j^1)*UaT9TH2JMO68CIYfTG0Ve`&Vw21B0R#=+%WtjDxz)2Q+l1f)VmFz2Du6(CEm*gMAl-a23FJpaQX|I2aQ!9Jni!@rdEe+P*09(EW!yv!L}_s8}2 zM=C~fM;pi+xYJ%>==(YVS?g7l=j0%a*bm3`hJj7A2{V*Kj`!L(`LcVXs03>hR!OCi z)j_AwyB+6qW&Ie1y8K>YOh3Io)|c;hWK#kq6O1`Bjto1b=0cc*awBUs_kw%IukY=p z_-MCd;CL)pUfD1^Fn{fBOmi^;%jd$fD$Y;L3o-MWJgPW?h)X$ zN+H2vl;BvImKM}Tr(rwE1^MKi`y*gfHHiYGfg>+4UK{q26>QGTHE zjqtA*e*Zf~1_U4l+qyLF~*Lg5PDXRfL#@%g*kO%{?pj1^4Ad@DS-5zBg zpXgvJtDiC^YAHi)0wF0A0q1n{KHaSpOt!Jd1R+$VMlu4TKMI~pJ%_vYn{-!8;ylL2 zFD<4Y|m&Hz)y(3EVyFEoE-?MP)6`@MX5#2EWehA&4%Aa z7m!RkgCB7m8GD5cZj+WHErN)M&=C{-aPKK#86^a;dQ9`kn5xbIZXo;up3{yoIh^Q7 zA*SWzdqOo_1d`H{VsFICXMe!lD#cki2fPg*QLjt;0d5Bi4LAaFuz*8%fb_`=WG8e? z2TVdFs0^B%8FyjMpg=^VIa3NwKaT{bK&6;rJ~4ar=;d?JWU7oxAsB{6ye1JayjqR-xyXGuN08T=N0TADK1 zOdCfAm>F{mc2Lbs#N^CG7fy(=Rjx!O&0E-gHuym{g*Cg(!A(d|=?clq1{FfxXZ z$lx^QQc*C=J9vsXP-eh%^hk`D1B;MYL>d7}Nx-xLkb$1LM_4*22;~$%2qXzT1uY2! z!2#SX+zgq$Av%;jrIp8OgP@WY2Xd}BnI6M}(g+)7-)RIAffEA|21+=?gL?&IWb{et z0kH&Y9NRoS-U4{XG}eNNnF(&@T!b?T9Ki;95C)RDDSa0(J%<4%mmr++6=)U!cK|2C zR&>!iXimr3o)HtlrXA*kZAd~nHtDmJm8r3yO~)}gnVB$%%o5T;ycA!m<9LkB)(m)H zH^3-EDBWoU(}9qNIMBNg6AO?kNpGS^U-G|dq9Yg2y{rw6oK_|jsjlr zblX zAivtLG(mugIblZ7@Ekc&2=xiD+k9;Sh?#+b?2w7Um`JeLru6?-QOXZTAn32Uy1hL; z$`Xvh&Y8*-f+poi{?MaXFM*LAvNC~)v5q(t(gWPlgDKMY;bo%E`;(nRzgT(axJ>^% z`KOl8lg^MXX_SFL0F~%M)R^yK9)9FBK>`6s1%P{j3Q;22Grx+?k`iSWosyK!0RoAh z(L3zhcrIiT9w0#=kjVrHfsY67Mv0{`lP=-p25Do(^gxfKbWBH}2pVpUG6<(Lf=W%w zKy_wcVR*(c7&A$uoV=VJEAS(TBq<#y03at;t99LRcMOi08d4}tqiEasp2>v zbM)5v%2xtp(GWH>c64``4xU!N^ZE_6H}ahV8INVp`u^o6MTmi$h0oX%CwX@_mhYbC z`!fIQtNy2b*iVYvxvZz^(iJ zkW+|YI@S?xJ1&d4I<% zj@Is{#UA7G7Lxv=Uj8udDgkqz1AhdzY=`MR9*+jsk&ps0eWDqcgtO%{M=)BzPmtR5 zO7o&T1_L;jaxuaLVUfaw^Wf1n=jZn4vaW8uZ=cVcCxm>wG1mdt zEG%j9QXb#)>1{myW&8Bhnn+OY$IK&SAO^xIn@0ZiXS6+NfjqZuFY#|dGMA6sPQVoC zpc|n-~~Zz$ttxZLl_JbA%<`PXsxxHL>w5eeTAhs?JR<$P&8gzjAQ@&Hy zb*INU>KX#TCKYsy9y%GQX5s?#~VvS8%T~h&3ep9(6n68e$K=I@?>Ns za^z60o8lwwK%ccvMh9euwK5%6j+w_{ZQ0k86>9hWvU$iBu?*vJ{GMhjUk28h@9d!5 z!|&k8M1~NF$WTTJ8zISS^N8`-BU}qWiQsSU@%`ZzF>73lSh=F{k4l~F%l-a7b8TSBLmbi|a+KqDxqVnF6-wV;a6OLmBj(j|z4%h2 zO4U|7(s9=rO4#JXR*(ST2tRhIk(db~H!qQ_DoRP=kz84ocKx%qn(%kq2Odi;C&rFjco>2|O@>gOtL-1dmC(VF8vD5*5Q7Hd+#(hI8K!>w^ija$y20 zwJ!bh8#0CK>`bzvYL?Q2)}e#|$YGByy6FEzhPQkbPqSNd>1G4~DL8@GPR35}6T6M1<(>96|IuP&fYr#K*{= z(uW`G+itW9Ei2k$F%H+1D($)7KTkANOd`t}7zw@4SB`IMg z1_(?q2#J@3lM?#=_obc~!eGPE6Ga3WHkKzO0veDW=|YnzkR{@jTc7F1Ye-2CCMnlt z{Uv>T$;XY3#z6%ijVsNIeA&TNsNji)+rt9O8dQjT=@YkYKp!e8Ow(nblZ45D2{0kU zfe;~(xf1kBXpw=4n1le5T;$_!o0GM+81>`!4mcqY_V8XIEyE||qkyf;kftW51 z!Vd7r95x^uCa?taj^F{i&7Fg4tpEfbUk@Y*g9wyy?|reT$w6T9^?Vc+qyt>PVpQW8 zeIzgwr-o!Nz{3V*C?Vox0iW)afE4By2Xb+Z^i+ZD9xyT!p%60QNU-o0_Ap2h6_Ky+ z-GGxQBHtlB3E-2?2>XA!o*zI48|PkirR_3}kl9(Cw@glo%O?X^IIrXAqx5M;Mu8l$bElT$shT zzd;HEiwdBP{v|Sthao3_%?L3VLtx2(kp%{UgG^GvInx|56*1#74~t3@WF`S5pbefS z1dtLu(TJxoz@%f3Q(b`)04OO#asWXp&qJ$0f>|L##DENf6cC8?5fM~NO1O=5FTicP z&a0XRkY}OZa`Nyr2sGf`b!82p&$jOGrEvf z4U;;PA2ZSk6A&?tJ#%4q21j&{L`VWs1Wn>Z1Sp<8Y$nVSeMRHgCKHlMskL2s-^h<< z8!U(dNrU4nL!3aEAPF(83;-|AoWM&ag)<-oP#_zMBOp0&pkf;j94V|+p}Se0nrP6z zuhkI{h6GENf->{0bEUbl72yb`C>+9;GsYHPA;ZFhGYQR+%+*K;DxS>yHa4N}6ObGl zz)X=80b&Rs0Fqz`0j>)`#0sqG}%(yf4QA9x!7)dZl;^ z)l%^5#l(>rCXq$!C^b~sL>&@R`+VN!_@IcC4l&cmWFAV!d7%EG+86ct;Qw;tdKBOH zD@?)@XY_!%^RuKZ066_X_afs^cO+J%&2jgXX$4xy42AJk=nvgTk6u9fYzZNRf-;@A z0g-+#1<@MfBi0?ZMWU_JffENU1P5Yr&KMgx1FA#qtp(zsHm-|9%#w=$te7M{spc`lfP zIt6O2H-;CRGCdMAKszPjgGa_Xolnu80RVB=V>AQWQ>@$JJEXO9G}(Cuv&2o=FQP~# z9Mdy>qKw1VP<8h)sDcQKlqt0?Z&aA`=nh-erWJ?SZqutDUZ5)LM190UV>ylG+iSe( zeWab4pNJO6Y3UNN9V3>yEEf(pcnmL*Cy9%4&-i(c&(Yhp{28%G?Hk=ETk{AC7SYfd zb|@>+u`h|JwKiI65{*Yr!e~$$mJ@QZ;}K)0IqQf*cewtCtxP}Ol3`Y=qt^|}_myHQ z%--EL+(t1^)kiCc_U!@>(!^S@Kg#@Mr5*A|EHTY(pUk_I5yi3Wv^yBD6(q%s4a(YkP|~4aEHms05Ye~m`Qh4?6w{LSm~on zCS_)YM4x8R34Fv0hDSsJX*f%k8LQ>q9tXPy0pQHsiEQPS)-%ig*&aT&6H)1&!*Qk= z-EB%`Ikf-{Z79{pu)|-*=a{ECFT8w&diC|y8E1k5OtL*EClJc?IIQ377FJOL@?b(# zG-F_yxvZz_tg~frUP_#eiY^N<<(Epn(P@;XN!y#SC3_b!{w)zrnwE@dVtas@s&3y%;nCbnjGOMRR2lXt+^v8W>U=gpEQ+ES3t(SPzvFx+#w7s1C!>O3w@OQ^W{lc5i z{JYJ!nV7N=O_+(pr54AS!%YB?1%Sisu^%w-R9HAfyytpzAy2Go()W>@0k@W`Kn~g< zCIed8FuOi>%wOAhzvKF4{Xvjg?$~b|#oO}D2l#C6$bgy?=ST;tIRJZ0{G1q|YcQE% zIe6g__@s$3dD_&G7KFNCoutq%LrMv2tA)9=l&)&Be{0+moln82EQH- zgE6_JY%~X<5HS(i7_$$-MBvfi7gcL}iJ23fN+Q^H@0bU%2oz;va)TrWE!fuW@rEla z(V%ITo|w!AFzjBn1!u5DL6ny5ydT`gsbY~pX-FM>J6gJdv zDP2Jtq=PXYAV`Jh9y}u!9&aW_u_BEm#=^rV~_gp+yYrQ~oR4xq?nQp+9@9uP?=s?2gs z$^&!SRD1Sw!3P6)bcG;5DU?Ft;+8l94f+#h6a*tO4iF(wGIIz( z4^Cu26>x|wKq}y$5iW!u0MY!5&zpj*e2v%)zzRAua5F$1PNO2nVQ50RN*2z3fK7rl zqzRnFK{Ahou@~J7LhFLcoVmqLa@3-jXp!T}h{Qpt%?=4CvMC${D(*3%5K`vogBok5 z3^k8LoWPC{>1=_PfJfX z7Nh_o7G{{~78a1KbQCEDoSywi0AE0$zw`iRNF^C69%vpCpv252Qaq5$4om@-Nem)^ z&8_9UR{&z^h+q10nJtIwJMtS83^WSl2moLpOGwYbY^f#*bR<~-Vtj?@C{UcGgE|3` zkOpZW-q62sZ&V+cBle4wD*WrCe20h}Nu7AGf~?UnPaujRCXbbc zBXA-j0yE!AUCA@W98>O+xSFon4{DnEHChD>lctkR*$`^P07xZ5#F1enT9@XX&BUAo zm?*gn$&N04Xah!xfCNG&tQc-EQJ4`X@o>WM<7>AW%TB;lnUEaa=c&4N8C5dfWt zlLSyLa~_3Nh;SqUCdx$4sM0w{s?~*=l|4u1tq`BLE}|Z2p~?)NFh*Lk5wp%xhY$p= z6KC*F2w3avWwSEz(5o+$+ZR4MiV&h@%y7)0Oion9OY}$X9{V{%sJx>-7*<{xKHETm zg+Vo$W(qiACcP(c`V-@?%e-*hay}n&w4>A1DY%`Fir3Y@$GD~R#SnZ;+zP#;8JibG zN@m;yW)%ka~|v(?Xxvd?%v15Csu=sun4 zOxlbXSB~8+C}l-h$u{l*6}R=9O3sW<*6{&0#P;H2>Ggs>>~(WQ-(R%QdOJ*2{DqwL0&Jnr#n8*erV&6$?Nz1us{TQ^<0GYW8 zpqjOi=eqi0Ajc^biPCGhTkeNZb=u!F4w+R_hrFShj?0`o7t~rPEo@?4U~){(vnx;u zkenyH8&sl-c~Ly@z9$*4ZQbb+xTE9dY+s5lEm+(F(Nmq+8OZOC+bHd->EOjekdF`af}Vfisr&&Eg zSSutWLr&J6mO+;&$#847SFal~pnxey1|A1tJtsduQM>yW&evr~nRITfhlM>5>z0ZOPl0w!p9r?c04>I>CF*ygk$KyuHP-HxTx@w3ZQ4GR&rA`(& zkuIe51jaV^NSqxefXd0U04K?Tyk)}NBu3S_#@uK;>ewX)a%NG`)nSElK`2yK#-d5# zbN0iC3+75mgh<7-330f=+yrJQ9}91sX$d|v(;EqB<~z4a{v=KS!y}=7G){`5E=V4> zq^uxl-uoOT>`ezj7-T9B9*@IHPrTPzO1xdhoo9Q8Cr9Sf-*{ld5_}>6NapNo<#%2p zCwg{j0zbR-|A4+_T?BPike?hvrm#-wRP2l1SYd(NJ-?*R?LGTQ-k;_U_(eW<%rA8KT6YzMvP2c-cfUD0mlho4{ z$(pD2bFSVl?D&WNKFYSA{pwnsHpdohWpBX_870!Pz%rz^YXS5(z~u$Xd72u<1K(ngPQ52@@mj^W>YT3Lr2 zJv___on(5t^?SAtLgAQW_MXIAby>gz#+N}1fGmT;+#wAan-i1@iaL&m<#E6aq9nwX zd)^wP8Cf&EyZ4Dp;;fRXJcBUwDVFQO zD(I}+z%R%vjbP^C{GVDYEnL1i$Fakwmy0gwc#6c|aI1~E9NMYT}R zBsIhtuoJ`#WTF(z8iZ`wE31(0J(_bfhCQsK13_7tN9o&P4`fhj;ngPrr!%d{?8(D% z1_wl1Kp-O~Fb04H0wIArfeTnag7jOI`R|iRssWHPRTu&wk-qLhzjDw?!oBSsXnCw+ z%Gy&W0O$S0Nh@x{!gZ~Q)NxdHjh3oMTVgOA**HcauE_30)EE~C zg%J^vie4yvK_^K_?}Wg?j4FnPpE-kb1OZ}+2o4fZc|O6M;&wu|q+p1~c#+fN{(B-B z6;N^4Ify;e67YNv8_2MnNPz6fxnZV>PH-(1k#q0fyMV6%>m(-H(#C!Sy8v)D0(zBT zuqLQcGsFiZ578_;kp&GejEG^LK(2&oLdnT#Ni!nSz%hqK-7beA;g^d>JL&6zJ&$u6 z?Mt{YC`Fg-6il<0e0r@nM|2^kMU$L+4;VeP2=Ldv2&UyU4>SVmCprtVV}?0;q##J4 zIz+8!c(@0vFljnZ$D&&Tehr0JYKmTa7jr)^7>e&R-yd**)+6~o6+DnpC`kbk2oQ(I z@R%TuCB#x8!aW0>5Ezhyc%png0cK8TW1-Avtv8!DnI9km@^6^jusI~75D**EkzxQr z0h}*?2nt7f(7u5N6w1ITm%#9Jcc)|uOd??={Y9UK+=@Rtwn@J>tV?{T{;S|B5CT9L ziC+`oJ}}4Q%HRcp1Oaj;fNEJ!`T18GCS!6k6b+0Hu|Zz9O~jPACs+~^Ldnc@tfCm{ zu!5`4;cDoN9XI5L*bKul2!e~2we~blU_byeB1)1(O++8Hl$z?pATSUGOG2?;vByGq zsm5#%+eT!mW!(-^oXko^P{YUA_TdkyO}Gx#Ei&gkPZZ!O0HqQg06npd_2sypwg>0& z^HQ7C3O2|MGnrA67NYQbSP9?HK2YkHqI)ZaUfBP;bySX0KS*eF!5qqz@*46qT2U7uS=rHS%*i`o zqTFz)m`(2Mcgc6s_bK;*C_R@gaPoKeUta1Lnl#}9KwtKMZW+`53iiD$hWhSrue?_r zClHE-0wWZYG1vi7Q5sa_^XJ%0rbo?Kiuw2ns9 zZuAQKXcMHLM%07rgp5b(4|q(mKxRo{IMw#uWqg0|e;K*q7;(Hqj+WORklp6;&Y~Cn z;I@~%&G{DgL*lh!mwjdoL0@;69(S1YaV+?{&{b^2EE5Fl0!u+Ay#4a|7ME}Sc-Cr0 zHJT#kpxb;^m|WrckPmnM<>~y}%hPEzq+fFD_WmF^>&wN9NqU`+U%sW6$L}=$b&u~& z{%G-Cn=!YttnU>o*Qe8ZEtlHejw#$P`$<&*i7}|=wfeOmbIZp!xZUAths^BfcyD-v z_9wc2BcK2K@Hzve2GKgUmu)VCd`4%_VSeI*4$%`w)6_CX29s;{Jrzk8HBWn! zFbeV9uq;^qgvDsT9Q_zHgOzLTd%B@bJxXqE0o>BeoS-cC3U-AhO#~*E>>V>qAg22p{>6^|CP-i)kcNqFk?V_hsxzq$4qrIxd3W7Wg{V%An&wMf|2kK2HeG3E8}m!&V* zk1zPXS1qufk5-m1ApjMVFqkI8BLlp{zAs7`10ajm5>V2Wr9KYFAY@=M3ZH#SE@!^% z`@gdFirI)Ats@PP38IOIfsP0Tm6~PR?sM4Fd3`RNBjyYt5^lg_IzoTmTRfWW`NnSR z0RpFTIW2Szdi9#NJ*$;cKh3S*#wst3T{48(!4&I-3zKhVpKz%udW_-S%LLqG-iAHx z*uGRBZNIJCE7KaS`RR`j`){!cLtDHaejN7OnD1>R)&Cu`<1qE3gke6W@PwiL_rOTj z%oBMLWF`}cB_I0Rr-K;k>E+e;TE@%yw9z;Q2Sg9_fnb1PEqja8c7J_dT;<%8uspuG zK15}v={pG$B8BU8FhmE)nEQX3{iFE<@lMnMJpm9t%rjknzTs2b|M+YJYn(T|-Y>Ks zzY*=|UwCq}Gvo)tBj~|U#D+~51TKoD2s2QQw_Aab!i9i|5($$Y!{2_m&b#B@SM>r@ zZR2@Vo5%i_Yz}jU_~5Vue@pm0;?r--(;v2DdH?;_wf_9^oBq6hyuCmD#;9k#`_-E{|dV5=s=e_O2w#_#v!17c|rI=xR-~cibBvyf{wMhbm zTmBp+H%>cTVKiQ~wDse+ufG8LP|Yms^p|mfc4{5z%3~TNvru@jK+yz8IOf2s=8^L) zR#R`e-|_k?7Q?rr9}%Y$sZjUC*>AA^N6TR`rbm#}^+}f1=UC!rw0BP|nPql+OwxXq z^A1@NfpW%FaG*q$B(ylq_-*<-f=>JX$QC@fPV-qWS40^zR^ftDhI#D2@9(uLBU#3( zXIGyt_O8Kaz4B*<&h#BjyOr{|Tyt4)Zf$s#p4y-CUA9g4 zp&kfe0TWL_AJ^M2kmdy*9J?6SWEdJ7&^zl+s0i@qyyep0wY zjlptAm2I}iu{a?ud$u4&n)>)#@xeK=+7#MT!VmUe&u)3C-ukK;8|#He|g{kO&0O>bU$P~s9K!kw$8UU=6TfJ z7o08l^0CJm|QkPnSB@)lUu2a9sY!y1s9}{>%C3=f__AXTqbWeZM#D zcJh2mtUa+KWOZ43J%Wo%LUF}ff&pUiny4fc(g$o7mbs*T$o}D*`&*5caY|!xKOth^ zwoTDvP`kI6?Rwcy+4)hjUjV*5U5|w6_l1v@6gyil;{2V2YI5 zxIA9GbRXeki6n}9%Y8vFaF1oxP{Ie{YlXoIE)I8{-&6NBwgwOPU69UD7K1YU;Snd~ ze5pr~ea-oLE&ccFW9hrPSS=j;>Go@6+@JpVygA_5x(|QB<>L<2$85#Y{$PdUO4~dD zmMN#@^1LQe=|y-3+%kfe$``~-`tqN~1IFui8rvVv$?NrRbG_U45ADtt%*(#W$KU?dHjD8+;vWr8TY}LE^+Uma_*2toe!ST>W&I<7Hv66T{oAd6$ba*? zzg_?H_~E52Z}Q5}=*#!l6PK6!b|{87{XB)@fG@F89xr|@-tRiToXIcTp#R}!qrO~> z@x6Q=&uaVg(~QC2$_@>A7L0|93W>bueBLTTny^Kn$FiL8^5IUGef^%i3ysNjZcRtY zl^!2)iFfc9@{;Y-_&B3}uah(W?K#_qzXPexCiR$=ZR}6*Z`+)v@~O|eV>m^`zJ1yr zKP{5)m%ZWMivR69vL(Oo$H?2W{HHe!YW?KUOI^9aZ@K-3v&ljA`1{h{XR*t1fBp2^*8i`wJc;XL|65+_{^76Bum245 zOTnkc*W>sr$zR4cSNzX+-!|-6tT_98j`NvMkz1Vi|MC9iuR=q_J8y7~rhe-8eE%1T za|rY#8-EH^#CP$gVpYKJ_jT}({IMMwbE{AE+Wuc40r;1mzgcOrUK`#Q{}*`t{E^{8 zy`J7?`)P;Y&wTlK{Ln=s2dTA{B5_7l`Yz+L(SP&S>h;^b2v$7~pdiET7&lpPIsN$5 z{+yI&sXW2q+Gi(|~|Ctr^0AM}3e=l}Xxejaww{fDaq$NHA?Q~96Y_gl0h zm%ZcroV)NT+qZXJ@BB@-(H5*y!m7_U9qXxVHiNzpz1Z;|cN1%Wv%07LQ8a_n8ts?s z;3Szquc&$;s0=zr`2&e zuIFO4z83kY>mN_%m*3t#zU}4y>TuA9Z*Q^=Y;Aph!254TkL5qS}NOemU$gx{c?F6JL+uTXJfFPREly)SHCBE9<#l-< zmp<>-?IZs9zh=A0?V#F(utuJvKKq5X=zgD1{bPI+5#BrRhjfzlo32*{PMofn!?!)I_ z@ls}m+eAoM;PYayYNyw?c+{PjCvD%7JTtEbZe+Yv=4THl&Q{z0@Q9Nq%{gDsxY9SL zPxbtpKL=dJmYjUwi~VcvJH;jDNRR9Z{wNUCQMT*wNAPgq!C6!MKxj?hh7lk%3B$r1bQ?khJ(v>LcYa zX+hLTgFGAD-(U1<~;rtapbB`NNM}k3GTfg$DLP_9L{@z5UXX_gQ-R z&iNS*uhv!4W3KrhYR|Ko+D7pxVD+%;L0ch~JM$;TH=i5KS<%S5>>rSttva3_w%lTb zZp(9ARzE!03d1r`J|nz(&MgG`$AJ%1v$(eP9}g^ZrGBaZupN1iJWgoOf=^6(9G@>& z3LAaFPnY`JsXYo)^s*o2J>JgiD2vJJOi2@ABj0PrbFzCtQ`RL0QZUN0qp$#+rnP(8 ze(L=RRh0+XXtTDboF8m!l2ho0#yWmn{S}Ul%?sCndY`gOg{L(y*DnDB{DSj5Z<*5y zcul;0qW-FC!gJnU%f3H3)niT(+BO;2AqoJ{eqgzb#pV%N~qjYUphoONJLd{VlAgTtQf;3s96$$^R};5c23N(lMT z05pRc^tCpN$%NC7HbzV4Dzm~K-Ns~qkUR?9jeLN?PV^RNiIr&rD{}D|?nj^pk{NQMr0B*vrcDK zK`JZ-zymsy1}t4SB>|7&9+*tfkSn4kN5QYR4hVpWco5h&B9;d2Wkj8mo9J2s@v$Xh zCS?edu*^tLM5LrZO93bn!WQ73JfmQ!

ffGfA)ChrufJ|^e#~hB|Fat;d))_d7evqJ>4o2`1 z=955?3Q$dzIsQV0Gc)EOQA$iC1nkThU=f(4B!ChIKCL(tGZH~eK%}ApG%XEh1P{6d z3jw%oN>d3fO{Kbr`&2=KFmuX0T9fI3NRkeS8NL%8mKZ!D>(&?~O}vFEP#Gm}nw zhrE+~bBTzj1%HWhq-QJloF#)0K0yDf1K>uLt zAkV7kCJ)Q;JwQ?`T95^pJG-Y&k90>cL2C??(uo4yBjU%q@`u#N=a5tY&R#F;gtMwAxw%Qwboh#t99=46yYlYOG^?&1oVU@(mXgkTm9;J2LO~;))QucFW#Tw z^gBT(nt%gi;(!VmkI|QOFa~!(W>mq{3>mObNB{^DBq{`y=9wA%&xOzFE7~VT0v(gy zGPmhMxFum?B#b~nhQPU$7xF&$X=qO1N&x9dl{ZQalYud*Wl3xr>|-X7BuS)2rb99# zl7j{Eq^y~P(3MkhAUDg{LPGYEnZYM;eYmRBB;wIXl=)NY0)ffdL599LdlK0Bt~$zs%c(a^cKGMj)eb zut4{Nu1Z3Q8AMzOJSm9KVMI75Fli=W5(abV(K~Z+uw)5H%Sf=S_`S4|9nsIkO8|_) z@4Ii4%4YyHV89@`P&{zH5gvMMLX1#m&X|+ci2;!f(j$pbxWtGsM`Qz(WIqxDp-|!K zL_G}*u@nf<5CS>^h}ETex|o?CZaxA8Qy4^46~>;H;h+wbs1xk~=h#;mh%|@*027=C z!45=;o)m$GN~&tc?kGgFP&h{hc#jN;AWPmSbp##A0K_1XfxsYzaceNq_s%EPa*9q8 zQeeINKP^2Q6FjXpx7w{_J6dfO9Cyq^ScMzoig^-hk?+D=($0)Xbw&*oX0d&!qR;@_ z!Vko0?%)&33&{++8{O)1UY4K2ewzJqng3hEKX860!wQw?EG39x}kOXdp zXeR8#Tfh6ut4X711-Oi!WzKRm`GCQ5!04I8Toeh9Zen}Rl9)IxN8{F%O2p-{ZDpks zP2U2#RXWY&?fXXi%}(`1_a*O%f2R4Y`yYFYX`9Mvp7=3 zh@Fbf(*S_LVxBOd-(ubq!ask*g7Ca}p%IpWg-NBoZ_!v5uLYAc!$+FO^pyd9&Ts}! zj&eZqAmHuH3(ZqAhFKiL$h_w?@4sCi=wJnZF(jr@cuzR)d|&t}JMUv4?@8$dHebW; zxno2(h=B|hl zc`ri#R6s5ZHBB}eltfgaFJC#4~MmmxwAZ?HYz`#%Q#UQegI{`@u+%gSxPD#5#-ox3mXi3@kmKfq(w0|F!K1UiRfov@E#{{@B+~ z3;Yvj3EM5_vZ%N#0H#k?B0#{*L6OC#B6!X}mR}JEKUBYM9qwJPa=u?)_S<|Kz0YA3 zFtu@&IO{yg>9-d1e)Oxyy;W+JC>b%~*3Aw`(jqJn4gipuhzvg#K7bBLkOftw^!OZc zqU4AfxF;N#BgY9Xgj&gkXay#N=zaoF&d(l!DkO_V$wV|K!D-Q0)`gg{*ok{%ZgFr4}X1-nXz6k|X$W%W-U@u}EE))g8xxOdu|LhOQVs zkOCk^?ul3^8hn79yTVqPA6{@$M8hb8kJnicQwjfN|?XfxRVeN z0^mS|%xOL`f_|WMGBboOP8Xny6HGL~UE>gp>x)8G>)udzF6og4Q-NOkKk}^P~SppzBA#y?(xS<^o3aOr)U;zn` zn2z8X9Xv9IdriR*KnTu$Y|NN`xOp%kvw|q8x+e?Uba!h~1j%PWW)eoCPh;RmD|x8e=9>U`9r` zI|Yl-S_>s?F-mDbEjpD!C#4ZjF$TsL1m{W!DU28(A>PY00?OuwR;>$Lo=x)ITssVNY*SZ#D*nBE7 zW*`x;ATuUXW+^4-?li(n05UctB4A{i2M|qCMurRxbbx=?C7~f(Qm`?kG6oR)m{4hY z9N}Uy6S>qHn1?4bBRFNoG*4nyUe{{I0qG^?0=P?df`x4+3P8!I0X1z;a!B-%a~nX3 z1*1>MP{BkR1HeYNDbPp+FcAdUat7ib$h#0`Ao_vfZdg+0PxbJbndk^dLS(qxaTq`j zV|Pvv>jc3xgy$n3NLXrS4zqy-MBvoN9$JLBB#Ju_$`9W*D$YItKx=^?iOKW;AYcdZ zqzMF(49PS#9Su+j1R^{m(to_nGub*(u{xMxm)h=?#dY>a{W62o!&4US`p6+CmlqUX~lTvtQQk=^$U2YK;9-FX*6Bs?%kuU-yjbuu3%S7a-_nYXq%q!-BvH%IN zNA~m69o$$Td=4~2@Q@j32+RNwl%%S}91+tE$C}AOhJwx>eh_(v%iUoB(Qx8uMcaa) z#}PWj!huxkQ{f79^}Qcmi3{*qft`otHnRe1Wbxw*H~>z-gg6egU}uq3hD_!kzhz)V z!UV)a`)1>o$e;^W<^qaG^!0J5Q5*?}(e82dnPV({%^lN9sIs6S;v9W$b7#Ki?dRZ~ zhqdv%w6*Es$MaFnddfv_$Nm74rc!8b$73IV@bjNqD|F21k-lPH!qwuR!QTr3POzi& zV26wx=?XsvrU`;nNf-fvEk8RYfX#>mh=@$UKsmiS%t=n1NloYi4w(qkNtA770tq^C z2IP^Y5;G^^%)vj(7hEhEJ}hy)<^8ryIyZ*uJNYrUj}?s>L6S=oA^-sli?3}tiDk_3c>0|> z5u-mQj|t>}UX08z{a*@_6B+ZvIJ-@^P%?SC2t8@a{zm<7-NCBkIMpY^42&-57=T7O zam1YGv}UjlNtY?q&8{(S+!W2D+8_uL4>kGl-$F|+)c8& zuV{qn7zq$&@D-nlKVF`=mbcN3kdVR#4nkorl1)-F(g)`w;sFDThSL$|847iwx_A2X z86d_P8_yjEqiYxozkwXO9y z9*=zs(}~N!GiT&nScNQddLRN5Em+RIoc&6n-pkuI{t~p!(CX)#G?i9q#Sjh5;c;~H zSzdm*e|^}@QOfvrAB8>!>3biAj%d3*<8r}r8~Ho(JL8kL5ASyG2BHhrvq9vT5_slg z*BpU}#KActWjfluIkzmQd|6*}e!{%k{66FVT*rU5Zb%N15z*ZM4ZwT*JJ&+oLTPTh z!;FQu{kS|Xt|@%O@<&LEJVAbyxX1n&?HKAjQf71$FJ+ogT2;&CYWw$u%se?Ys{RMJ zOTjv8CgqqoOue+aoI~T*)sTRB%&<+MkcIFmDQy}iwkXA?LS*m9^Ec6@>C=Tj3EA6n zJNR}Se;m?DvMfL;;lkK3TMS?$DUzs1Bt>dMhFjmxd%AZlw8}zIP1IsqMqmU2A_M|r zsxpw4+P1K8?lvioAG&+QM>?HM6)obRwbiG^7vwBxq#evHrfm0p7}$iu2?0EOU04yb z_t^Imh)K!hoE|Z3`miIQBTS&}ajYeja{b3=WI8lN!a;dHnLVPZWC6K%bH=$bmj=7#(`)&~)(;(R@ zlVt3hRUuugR>^yJ2u&x3i=hwmu`_E0SIR^;ixg*ah&`bjg2I}(B*Nq6^h9g#`|ihPPxf z_e_+D=>&`>qsBSvFB|`x$7{|7=N}=jJO9=;G6w=lvQCLgBi#bHyrg2z?gNxa5-Ed{ zM;{aWAYgBVjeH~~$ueq?QCe`ak}3+1P|H0Z3{rV5KeAjiDH@@oEeMGmL@AU4UCfBm z0uz2b$}ou_5r5RGcyaHR=o!fnn&5jJqt90r%E+VyN#NlyGK8cAvAIS5pw5WJNQ+R1 zBnE`YFeh+E5>@ncn+~4niO_u@GIAk2Ji8+^HxU7h9CN^71T~S6(u{#21<^^A`_LIW zEOU}XK%fO1puVDgMQ8~t0%WuVKxVI75V=8(rQtGgWWUqxA7wq%se+6*HZv^*LIDIV94SM>3TDNOK!#9;BD5^(E2C9FVGE=n zNJ=oz7yuxU+E^xxZXK7(vd-xhvY?OCE7KEf@R&}JPK3!tpcLbrjFVx7 zz!*j|Ghsp?Ol0IBb|fs5E=jQCd$5x#!Gc~Co@ONE08T)PpiBU^>D$A%Qv%acR1Dl{ zN|<0j3LsZ>WdejShmje>wLB@9%)!w!rdv{3ayjF-D`Y^tpr1)P#1zni{jd}AIdIv1 zP6sVncxi>;_{Ix`LWF@EpgH1>xco2}BOwSv29Ud_17c_OWVQ*CNnE05VjT<)2tXYY z1%)+)cJ%V})0kJaV}Vgp(+zM^%v*mupVzuT?_-R?jEu;P3Q$N`by|2>1fcEVUU7vu zB4WU_1jr;}M9dH%flvn)Wx`~#igWLdh=~DVIh{ySC5reXQ6vZxJTp}lh|G+UGIb<^ zA)$DjpfD*WB@)TRgWNNapo)hi714h9#8}JP%9nFMXGzYT{hlaE3AE0+pAkh%2Fq?`OaRCU z<?AVs_iuh1ipouIQ)mfEz^ zVFX^tkiac5g-|47RqS4Zf^%@9`XKve9p?IHqr=iB1+rsq>PO4%s=X0N`7rF=#&@S@ z)7KfD>Z9?|sz#PEs^=0oV-m;Dr7~+0O@e)F-^gbZ-Y|jK5&)Tya#}dd*ke&M=L|wd zWKc}TIi1^ztg29my>M8Vg>7TVdj_aBlwJ^oR|3KyXR92H-sV^YffFi1Q`)+ZoO>rg zUO)uF!Ma_3{ZKOexZUrMNiNH}NF||hA>4BU`?;_#^q5E(1?>73EpnMopi+yhGY`_v zrSVyWHWVa{QTBbh;Z?T3Bm67u|AKj@?I*L7mJaaMcda1CI+xm0u!m*FQZ_CsehCNz zRCVB53uioz0aRi=dzGUb&JlJb<>XIh5ZpUEEvS`kfNd6o$15;o*^hLv50WB&hjw{S zs_w`oC=TGG+jv-~^`{B3ZTHegAx`B|t07h>!VwYMG4@nYRWcOALji)=lMaYGMBlw{ z<8ixwWm=W%4yG3tm6laC8bj<9~mnva}KZ`?(X62>GP<6UQYko^WUz99MgTd zk6G~@&X?pk?(gVP03`>xVfuhQ;GyNkF0Vt6yYqV0r@oBmFw5u`VXTiCpF^phf4P@w zHUUTW00z{C%{`A}djLr(jgoVE`jj=~r0*B!{kFV6^!r-iL-y0xdVM>0nZLvRO(Y`K z(&qK+vHv$k@&8`?bu+veIc;>2`^Jxb9@z@O{QA^H$><$>rcY=G!`I^#pm* zx<-iXe-NL@8^Eu_0)^K?Sl{;f_ppjO5N$BO*t`)vmdCXYJN8?V@?&9PGkkWQnUw=! zq^mM=i=OU>Z+^~iMlUH9+Y`M$#mBzKAJ^M=#=X@wiV`|sJ?{q}PT?s_QxaMkg+gLK za_l~!%_jpS3HAU3WJTbN4vpCf0%i`&2*gAic1ZrXfm(<&zEY{g_jLIAw9NguUEe*Y zo?-!#d56Q%j5CyI27{BbB4@%NV3-cx?{rkEMN zwcYlwLCEdgmdoRQANO0KDh1gNNJcN|68)O?hS*816&x7zvC$Z{@UZ*- z&42!IzP&x>Ox6>q?v5#<=c11Red~RvfaaoDBksd&N5Y_{jz>E%bbd0?Y zWKcc{(i?sK98(y*rk_YLvLHl8*9>+N zKt)o30^xYnz+ntznE@pkI2j`#6K74Rb&fF{iY#ThpteMYgi}l+ z92gz&^2~yX8{)?732xJ3Vy!wYJc&pg7=Z%CFem{L0TB=>fe?X68GE0ehLlL)kPrzB zf|SGp2Kk_%AVC_?bf#N~4iFv*T-qgV!;zN2Q(=-< z;lcp-?vxXB&`262z&poQMl`8}ct9pGq15Ch`F8B66{$u57-A3uOb8-i=458f1k31& zgLy8QoRJ6!tj>uwSH%UE--nx{5m2Q-n;1dFq%w)1FefcOi3ERyp|F<>Kp+GT!*mcp zN{}-r`iL=XcAQxml#z&=2B~*<4L~qJCKYVb!3mu?7{L;ZgrE?gfE<(1jV6lLNn?`T zWxtl9w$%B;^G0)cKyajb>MQ2~boh8^-pIe>yaIm)`ERbX4^hN_(T#H&cSJdlQUyX$OT=Z&p>blh##|X0EY@P+BtXz zJ|KaY1e-Y!358dW%$x}lA<2Y1G3JzgbP|&=1ucX?I3#=OLgfTA8IagB0g~Ma&o9~E z!R7)}avlK_u~Sjn9WtSkoKWr=BQsfgf(DJ`=9EUkB}oHE(oItxTd)j-m@p^uEbG}p zs77*vARz#G0AUPLDiwg{z89@5I(Vj@%Jn-i01E{pk(4&74nGoKm4GP3gRuwk;K-VJ z>xq<@kv;PV-iHBmRVHG0^WRN2;YSCH-1A7*|Nc!eiX0G`ZfazD$N2i#KP}b&&=HMRP1(6Lnf^=dU*Sf4Y zc~YNLC+qAsf_FfJ;uE9n2PXxWL-i;)WEQ)rL(eKscnC`=Fip}O`G0G@Ml z#wmcux`Vdhq%@TjkwIcuM`R?BNCvw*gA{F??d%hXfXIpgz{E_3XoaIX%#5TYNTi?= zQYjw}Cng!44$oGQN>W%%n4Zgd9;n;SG2x)f7yRtAj$*y#en1+*y(=HX*EI@sOkBx^;VSH8Gkoo+}^K$`T& z;XL+}+gnFSKL$=CPof#I#38Y*A6{!&QvbX))$xam?Ck_}Kd=O7L2+43o}fKNX2AP% zoFsv>C02vR%$Q%lNC8D;Z?R)RwiG^2Qc6{Gb(v`bKPAEX27NH(H+aaC`VuVI} zlesn-OzE5DuAo(F_Y8`&=HYRh5F@jW_A&T8ZokQ4kEr4d2;N7Y8B0k%XX8F&_N};` z8UcdMPCVTw*+q;}5DF3!xf5g*$<@>L90aKN@{=V-5q!KqwvNJkls!~upe4`4=m5stBDur3XPuWvgYA@*1%mA5r&9Zzi{F2uZMsn6ugX7+}2ctDEErawH5NH{TwRAn1ei2{Ll>T2gae>-Kg9KE!ChQ{Z3s zrBYkfo_hOfYwhW(qx_ZUTljQ%8TvFuide$%@HyrH^~P_K_Lq6m#E& z4S^w^20SD&++esx&oIl*-eWK4<6CX7HJ2JUQ31+2?^JIz@_65~du_EW4N4G2zkf># zX{`m!`z+n(zKrq#@hC9z_!{?~v|&MFwRJt@rgOHj<7RGdA*o8!0^z6WNb=+&;{UV|YTdkq~>6 z16*(0zTJ)xeSST{K*+0(KG#xEU?yyig$rX^A2kR>`MM6#y$|Z|)6rF^W4%M`JFPGv z1%*n6A4QfGytEoLGE-@hDA^A`tOVT>9fQ2n5zv8@k;vTj1928`k73LJ$r0c=%PvF} z^%2OJKO;S`IGE7WB@)KtZn0rVhT(7-Bhi_C)#5HSD%aLA3=gl;t-B9`36LYrQJm<2 zNl02mlgWk4LS-rHI=i>FgVSTynKi(q-fC;XH+Ncz6iZXvF$HSljMKoYAya;oEC%<; zHwn6qFNUZ{-c2BD0ms2UkzbNPQC7K_1;qofi`s2>3&WO72SW<)gYND@>6h|1i15OJt|x!)2L-{fEJcNE`iMEl zc0>6!3R{^QY~fo;1SALPWTp*yVW~JHa!X9)T>Nj)w}CyF94chZQ4pl;pHUsUlNBwC z>Pre)W*`J1v*@}yxVtmcdaAY=rHk+3G3O2ZUS`^qtS8ZC^|EozFe=J%%sile%2FqI z@vJ;K4Hb=M9$v~{N38wT`ssAwLcHSrgz-H?1OaopfpAJV0PJ|w5X25RM5`?g48Ta?&X z1coC-5(0xWx&}QcP0)hODJDvdlZ1^b!H|(*kqJK1__dp-VaEmluQ9Qm|fVS$Z57Al&3zC2~xpzyoMM%lcG{cpeW{9FPw}Yn8a=KHZ|i z_;>$%3V|Sl#f<62gV550%^eSzy9hEy;bKZbOjH&Z-)OGlr^5Q~V_2qONhL=FOw^cu zo!uQpK@vHE6CfeePd);*FmVP6GHEGj_kQI}bu)rl6i%x^CC5X6H7(H@0zAxgprOgZ zuAC|9l%6<+B@0P)v6{fS@e!IiPUL}?SpH%t+F zFZvzesTDJ^n8U0S7NFf`M+Oqe^4C4~=^Nq!fj*kZPt0KP@O07z*n(L}WnR$l=o|kK zjCBkY#f9LZEL1ACg;;YWjpQV+@5l^zF37E}mYc&JvlD-^+yFbECRNtT#WN=+`Qh`J zz1HN)q)L-=?A}@+x(68mtLR!*^Rm~IkGtCtc3_wZGqERryy(mTJ0m?OuXYTWjsW#^ zAL-7{nF?F0KyVymF7w$fBd0K9M#2m(D63y@Kag|)AfiZxuq(>8pDHP&#dMNdxEdc= z%hN_f(2IBg0D`EijO1~^g4&cb#z-4PqcJSFOp5GBAMTTxg&QV%42BHzKKkB67|Tja z<*Z=ic3DqU%Ke^mc9E5fjy`fqmXZ#TkdPML#)A>+Y3VR>4vZ8gWObE|@56uE45NJoQ{2%dmk$_3g8$7mf*A)T>@wb4xqh<&u~;|3eGU{D7}N$ zF8o-yS9bUE=yingYj^617-Tb{&lv0!W5(tG(0KjOPkI2ns4Jr{rO0_P)r-;GTLr;A=RY}ij z895w?GbBGopy80RYxM-<1ft7i+MzytnWCC`A}eyB?!N!oQ`{!_ELt7t$mtNTSkAnJ z$B`RPByd0wlB1-%t41vv0OqQ>K=Pfh1%WA0oPGMyHFI^crDZ`k*!qMx@-hlbJ)OV) z(}UK9>N@S}21IEvM}Hj13f!FA6k!Gzqp}4R<^Ti|gN)34T5bQ~B$Mnl@LO(CCqI}P+oEIo>({5Y^ zRR>Yhs-QkJcW>=U4!-twbG^*ZA^a{sReK-h@58N81wH5KRZbrgL5{a|?9=x?u7qAt z6&CPXT(ons#*?BwXu4=3B{F+iBIOo57&(z~7pD znxO>DOj1NuaCUbytd}QGO!Qm;0Du5VL_t)zA8{YOl=;&_yt2#lkcX6(3cDYD!&C>E zy2(C&&0}oqsq99( z^I?jZC=ZTApAI{5Wbq!mPjx?2FVvrLak_er$2JDGrm#*Z*9xb%-v+WQxGWdJiMA8v z%lhH})YXkuFRG-71EN!T%#l136Kg5$g8Gzm#5U{j8cJaVaP;kV+l1SCY3tJycfN-M z`U84h>h0@y%*@bB``al0HlKHB|FL}kyMxL-dVU}Lr_zr;;;X^fsq}aPlR8)MFFrrj zr@sTC&+q?Y{ra-Jw(_y#m)pIc`BQ5v`T^n*(07t@2w2I$7z9RSN{(#t_^Y6qor0FTOFtYv*(5b8Jcob3dY1hNQz9Garp7*F9z#Wm(wPXqka#Nke?L(=2-q4 z-=@wIYaxl%d&x5Ewl8Jenajq0$MIIPOsZ2@P;w|&1ensTkjx?NV5*K zJTd#U7=45=LJr8#Qkdrb@AF&;C;CIi*JY>6?fp-Gye$TO8*k!xYN2uX4vP=P=kl^0 zy^p=YlVbA_NN7ygJF3=i_*2cxUDHI);o16pRytfVom`wVK-s?(7PRhXehM9e^P z1_WA6PY1j7N26LvVR^Z)PxG*`BAs~HKsH!PrDa)G+i~(O639=iXW)mHT$jt64+2{G z#I*rrm~G{?c+KNp?a1774#2;wtCZCwci-N_(+dQ{Q~R{GKa-Pf|7!Dr z{(;G7-$p;Y8hP-|Hjb$B3jBO5Uwx3;PIoBM^fHWi%Co%QZ0p2mfEB0`jEp%GfK^a% zpyBN4hoAsT()Oykj>Fkef;&M1`yPu3(2*C)8 zhd-VGntj{*-Cz8E`cGT@t-%-Ajz$tdNJJ=Uy*i)+2SnZ~6|^0qD-jVm&jg|@sD+Bg z(O@!%2#8Rf_bwsenScR=Ow^j9JjPZDlMrGr4VQ&%&UhTGO#n4f1Jl9N9bqOB4Tv8O z4+LOH0B3L>@CY@)4k!+pSqWbn@jDzDGoynKLS|42PLOG4mbEBr=`$ligi{KPo*DKd zx2%kjW|nRvrAd(@qYv;Pg7lcyJr+q+&II#FOHNn}h2^UU0cFB)+mJJ=0tW0sGuaicPtzsJD|W3X^6p$kOIy7}wxDAnyd&R9WWCee0*D z7SfF(kwt~khIgB1O9DfejEOPHK`M#TE-*z>mI|$Q91ol6lRR`YA2T>rSkz0PL>6D1 z_Io!=6;Z7uJi^C3#B0(NWhPArLMWw44#?gN*>ecHiWjjx^V%P!YZPKhWh{cmh{?eG zQO+uSOnXd&*0?P*=Qi(ly70U|*|pAl#sgbo83-HRw&yw9%$asoKiW(>#3!!5L3ST& z`o$qa-ndMJv*qu})*WUPXbTF_w6zBdmaJtj^%3m=osIHDwH>GBko)G}SRp$_S0w2$ z&+>cvJqA&{i2RJ@IanMfK51|QctKMPCZC!^@z0N;`>gJT9pZrKB0(G(ixn(TboZgijIr)4%>M#}|-3BzpqMlfi0HPVc?s zshC_@y`q&?$-zMSlj?OZMCe=CUu}tW|5z zQ(gvMFi+|g4;<)~SutUb5gtJ5d^SGxH(ljpo_5y&nP-jK@~w=o=l-;f`_W=Y-j4`~C_L(AoxXsc zQdg8=bGNQb0&Nfjv_v`Y!dX#~@PTz(i4i9}`f+93o}@p?q_94I?X~;j^+U))HkNH~ z*ZB&k!QTUN)(;`}GwbSRd~`o{MPT>~SwzOv_EGUCvKq5*|XGx%T*Y-GAzR zMN{N|#O&-O(H2-=+q&@d{TuE3q0}$uc{&3~OIjji_MLH{y8tK+ww__KV*AODf5Mi2 zst=|apokjAah&8C@11;XC%T`X3_q0Z*}j)?`YXleHc|NDV-(HHha0Xy|L-%sUr>_D z?Ns`wvn}VN>kj`{OTW0a+2=UinVB-Lew@Xxjo%~WI$pQ@WSjsUReqYOVp@k+NC$-BnzR~CJ{`qv`+&?c0 zYIuz7MPpTMa;ow;9VcB|2yQ#4hsZ`Re*XLV_H}u>^tRsdG{oYvA7}lHm)G(CIu4Q+ zW!+QmvhZHozjl9~+cLM7Ki}~^^&e8cKzn*SjnMsYQ(AeZW`8;diH#i3x4Cj9q&}y) zpsY~TOGI7x{{BnC;{1Sm)P{Dv9`9pg-`WLVKe2LuJI15=)AQpeJYPj5^9QB$82#&T zvwDFK>GtiX-@88Of4qErudl8DF8q&rKZllhdQN6FYn8{Dem`XyUpIXWiIbEQmrS?l zE$sq`y8e-JD~m(OaihoArv?5>JkF)F?T_z^;!;|F@9>UoJx=8C*xMd@?fG`C#i8!s zD|`O^)Ams=`sMGd%k!sqDaZBCfBC+x4?3xqpB_x;*JkyOe~z=m^-pWQwB?J+wZh+2 z__S)Q$8Sihlyj|)GCk#d@UQpyy~tWsB5vb)t^4_Z`U!~Ita<))t@G<_;9L9h^NRtF z53U)@u{`~kC;wZ0yLSJbaDTpiZ}3B~#_T{PM*X6kKSY6oV z%hP=S<&Vp8&CAQz^P{?x$SnvFk?DTn>{ng5cKJ8t+`O6RU$zbub&dOoK-ef#ZuZg<@6k`F+3yU&-C%cznIhq z&jELGhpY6=vIYR09`eFRu zoR7Bl7vrZ4r;`Gwst`<7ujMBje=hjXXuTjl=5~~fl^@3)DNVmkx=OK9fxrsvl8+m_ zHR1>5md*kTd-1IBto8}}Kh2zYTE67BaT&Aa4zWite}n9-%}|d_S(dV_!*SmKhdsVY z3;`f!fZ82VPp#E){uVFAFQ4A|eTTm?o+SQ^n|0kc`Y-Q&ysVdUT!#OS%g1;7NW_J9 z?C;=PQlD^zI&7=nXV1JTye$|fIWaB!W>4n|N_(`4pX%w1i2YGu-a^E#dVHDt9_^Ez ze%fuQy~n|V6J~#@C$|C0dp-~SPu;!;iZs%C)EeP@KL6Z@Uvkn=jx)=$lRv;rPlvD7 z{<*ZLkY6812;LUH+jfwz)LOycJG}4fONalb-Tq6BUztl?J}v!0-#)YJZs2^~`|n|n zQrD`Z9}nMZ%aUWH*-tOqd3>!u?a%*No_~GZeq+B~p8xcvHz`?;tL|TRe0;mqw|a7m z4>-@oI9NbA#G>MO5LD4qO)20@fHWPJz#og1C26WZqKmZymy zE^pU9SMeE{oVR;gH!feWG7Me23iq&a3L=UN< zC#EyF9=C7zhm3{R6X8rBE>pZCl)WFY2wcv`x=b#oT-I5~pwj>Xg=xh`nH`VYm=7;A zwv~`;0nrTV4|p7P;)imB4|H0C{2tb|O=$$w5FYvvz+ww_aDQOjwBJtGU85^MC0<58 zxt^Q}a3YPK?TGK7Q>13TLwwh{*Z#9KBYZD>MDH*d5PDpv9_0{>42s!kRGxq~(Sy$J ztRW=gcy&oWA{J;sFH;&W6ns#q#xO9AT6Yc?lvCO zfnq|;1VY3gjYOY;BtjyP7)~~RYzZ@&FfG!2X8eGxbENOn_R>W`stW($qd6bsc?1;! zg`zgWL78R$RsI6>fy34|CFKo|%KVBvj^!(bqar6)|x zfgXfd#F0^1uK|jTnCawz7-12x-|Og9KtDhzP2-tMGos^YCISg=k%`0tDdb%DIRX%c zIRSHmr2to~vs6cMj1zQ zfCJNg8bMaTNzRBOMOX-p0AU_z$?}8{M)%M=ibn(`qP4O64={4XH0yyzoB=cQC9G3U zLOLOUcZEAqy{3V6r#=nC(87s?N-dEvfw2;#hh-K(8fK@mfJaU+6QuM(Mw!quCX!(y zr2lBP`^cEQG$t%bCJ`l4kPsDt!Mb?<|5^Hzp39ju!4i8$Gm`hdgS&r2L}X-TW>d(elO-4e3^cJ* zHLV0FtjRd51PK(fOJxJvq$eUpgmu_Xj~1PqIuuH5;)d@#oe>9<^|q|*mGfaZTG_HY zqKHBwPVkQ`#+=G@m*E5+Y!l5PJSjXK=BCJnkQNLeh>TJ3cDep3tL}D8k47Mn?njw< z5MW}HwzTAv07z)TpnsG5aPR_XPjjL_@(O)hnpZSx(ImYdCs8k?rpwKvpAp%q#i^T zKr)o;J{T6>6fVtclJB_-zffFH$ywq80Ehik)1xeagbAcC!@Hf+F*Q16qg zlJY)IICGwtjB-vt@5tz+_aYa9S`Lf>Q&a#u%mzBACnLZr^|;~#&61iu9?SGN?ukFh zwl1i@54s(5hl0dePyX;3zKqE3ke|W!T9l|T7-TQHDifUDN2U8*x#kFNMZVye*))Xx&-`cyEY--P z&K$#i2A|sK?q|Y55B;%kEb9=M3(@+3aZx_<{NpR!R(S3UJ*+=a;}h#R4!7e3o1sd% zEznOR6=4O)nNZUOu%W=UoMxN^gxvj&tmI?qGJgaC>!R zf=-X2O*enyez+)FWyNp{gg_O~{22GP{4FlC@GpD(Vy4r#i9b%fX#E#zPy8_0U9n~` zB~2sx7LRT7;rs0%m&f+VVD^6O^YwDg#?8U_`2cI`#5+wJ=F^Mb&BdK3wE zxu*Ml9~+WWADLl?<^k%d2;9+1iZ|k`L(D)gR?*8P@~!8K9Q;j zU%v3V#QpZ$+Y1~97}^_%DmKUpKPzpMKb+1?q4URioXF8!;9j;=mfLx(prnq~6=)&3 zD|kUc_!tHQl#s}#J(7%>MFYu!0l5KH(pGfgdZc_KSA-HWz)=$S_&=v%T7sD@83%u zxEH;&{^prs!OH=&(z6n)QW2N{0&>*O7?2Q?LSPQh62LW_+eecEmeWpSq6Mtv03xQvNl?Uvh?(I9jg(Pe+c2E$@2eeIbBCfd z%sq;;Y~)^P0mZL&@7(ek&soE#Zbu1 zLP7;lQ3OR~tXaL_0>=wYfbe3>2B6}o4p0q!cXQ7QA#C4;Lbf+?PT)l4K{c&rVIUS% z^SB#)1PQ~VFiI8S4)B?X0V{kjD5BYT2Hx0qNEJwiR@eZb(gR_ZCx|mfLvLBij0siS z)(awXCRS!fIg>PQmyH4;BE1|Ul}IXSnlw&^s_!tG07w*7Vj<7SS(N~jA{WNa2Jm=k zS|@}z!4xT=v^nSGg{m;Zu^eFlPfV=LncY1{o!Dz>7Zi+9HNELOQ75}#ZjtEpGRUF- zPVkUPRKm=aGksQ_#2}zh7M^}YrGscoZbVMV%vzKQIims~46Vd@LKRXqMu9A!5_-tZ(kw0a<*ht0%7W?2y`t7Pn$6CeN)2m&w@p_p0+Vot*_3aBDNDP@O| zi4hnDhy_@P2;Z^v?{fQeGUR}kmf;f?xvVIB)aia`f?z7d!7UlTYuC~Z0?`v8?+J;D zNKgz;6vaghbkK)a0YM;gf!FuJe$-?UiN@yT1hNP+fpETkf6`~oKr$hgLBQ14e@#{xoC)<%^cG4GOz@dtyP zFrCV(xQeXRT)3hl3j_0nnEBmN%*FKxab(;?s$*nMnlEd=&bb1$ff;#LRne?IaG7{& z1gNaqTBg&|VI`kO9v%^p4v4@K$cao%>-btY1c@r8P(dI>O2Lw#$}!z6oQPUNMIctD zHy}#I>;+3uW<{o^J68j6tz4oq-Lguk(k%ws1P0;)=m>ITbpojrazRHHU)V>mT zZd@rA=0)yk&6i%TRHXC!B(fnm^0bUfBV(3HXvk+$M3^|tX}YY~_`dI%caZ;c#RxA{bV4Ipj4S`vmx^N`UumUFztiulP%iqly zCst@7yH`j|^so>TY^tE$qHxvII|8H8Kq@Td~mit zMFRx|MJ`k`c@SPNBOQGzvqr^8s~b`S?C+MDCEPw@RGynM;6qGAoH2?CXyw=x9^#ly zxZ4-7!z>C`Kj#s@%d6`n69Or*R5-dDiqa>e`OQ||y< zK%~E|(}k9D7;~S~kD;(#LRxA}AScyQ8R5RlB!Y7%OKl7ty^a`T0ftWu%+m)$k`RzF zImhXevIg4sm}?3z$!Fn_WCh|vv&d&6_%&l?c>5;fr}loGM}wll=XCd^{symGVsmnf zy#h?y?j4XySe7hGfD!KLQE|>(yzaNVT(P&+#$ZAQy5A>vtB=v&&SiI!c~?J|(w`pV z>jnUbH^Ebd6sfQ|hK~DYFUO}XVQhbWwfs0Auk`WNzcBr9bnD)4sLlk;B-|FFpG zgXR6Ym`ma`tpjprTa*@F`|gY=O-V#rxjS2k1uzWF6Q^l`T*bDe+Yv9<{y$gvFwb7P zYGq&+2f(z;p7Ff;s_R?M@MG+ ze&Owd?q6w#1_huV+dM~mWK7MNqSwAXCLHHT3(l0Rn)U&Ny=_8kL=*ZD4fGQ+S(PvA z6uH@W$X4ZoUN|@lV^)0RjDo-C^#XWHI9jA4le6FB{wyc6Aov_rdA+Qv>Ty@Z0C$+9 zjzm>jylS6_0Yh{WL|JOkD$ykcF zS{bkp-i~Z3iAmh4OS{9Ik>n!C80v>&5Cm4k!mTclG}8e*>QwdD+u8d+fN9oEBY7@p zd(~gp?T=Vm?e~4W_|qwsiOADzFbAz%hF~nM;W<&unk6}mlc|YKs=ywAVq=)7xiY$8Mc!Tu400j_uy@`Uk%#9PndFU2zAQ1NI{m_`>iBIg^k;5jnF(R8FJq%xUiKfl3{K9I+}- zY%ZK|0+qI#1VmJ#p#wTp6awh?V9-p@^sW)nE7^A#7G^})Rf{qWDmaNk&gy9b-s=nK zP&}kXyYjn399bi`l3R3v%o%g4P-`;E7y;0}i=qI_3o-#pkr&&JJp*!-Cb33OE5c#g zF2%dafew`m`brf_;~JPpcv)d2aWW;hrdPWaU+nNd0K=+5o8t+iHOpP znGqPIR4M`8@KW_G$6v6xs%DMk0nCY#CD1GmvpF!Kt0+Wd%^FNa9+g1s1O{$Uu3VUu zaEmH{jrj|wV7(^1ko=K^p}YbBtqC&UqQ<3BRKduc5eCJ;tcqtW;JYCk3RT*rZ%=X_VaJ$3MTJ5j3Fy;T^vuizBq}LH0m%Xqjz9njj$)Lp)w+x^ zY3`Xj*QvrGYAJ%0kb!Aa_(n z?sE)6rKaU%kx(H*-1J(^=~3l2Iiax#LRMrreiCN%ai2?-(f&^KBOu)cc*aVb>I4d}VGsz+^kD(PFvm&Q+gGO8#l%I1Cliw1r#GR$73?vimOe9Vj73HK=nCX0?CUu~blEaxng|OlVb}(ht89ALW zWQDpS>_`?COLI~{j&zeqDvA~Qb-y>wSX*yWUz3K5)?v$tO+M!1u#;> z))JNyNo;ZqWP?PCf@20|CU_=nSdyGB-*3q(cg_F<<)lET8jd3hkN~9}@rDK*fZ+;7 zloZ8L^C{~zfQfT*IwKV}LUlaJ3;~2DMG{WLL`02=1tNmd9L|{5nk@{@*8-s!c&4AP zNJF4qK)S3h9Kxi;Kowqv!b^YtF>3}J`a}zWz(nA@v^yY=;)*oziZg0d_#Fa*@;ZlH7v)lw5Yga){38RFbD4CV{vByUWGSd`k|~& zJ8YZ>Gj5lx^=a5yXi7-3_OTTu~lRAq(Q zNyuF&0Lp536p)j=UoYuxopAZ(SaT1k+}2v5PL4V#D2p+^yZCz-b{knI<4S$0NMw%8 z`*CPxCrn9VTh>~3Osfm%%>U^2PbIU-7g@~l7sOkGpSxZpdY?_r4@c}O4_BZ}8~o5g z@R){B7Z_N^IS&IlMYqLPhzvLl)4U7x2Ymk?c;IFUOFy2M<&5q9VAP2T3P4r96RMpb z1?M@IwD&r1sDJP=Tke`yqthS*D^UVDl4cm!o!F{NEGrJABd#yT{#DmHBvRqWj>y|Rl z=O185BGEqez&AWK?CjV;yc8)q%r`&Y5kLJF1{4fzJ20ct7QqG!s<_sxP#Fp6y43 z!I?rSSV-)^3^d}!3LJL+=%EL_I26+FHN3E zzd`MFe*uKl>6(c$xk9q{i|XZ;b=s^4UizN~9_RhrjQ6#-%hr)Ooi6#8)Gl0>u zQEuyEYm7aIS45V<^o*!TxP0A@Ujg>cQ>*N5z9W}@e)xQHPaqoa_x-rfZNsf`rxOgK zU?#W%K{+B(Q~%f#vV^K<3RPdGY|}_|w>i@tvl=37&4`BLWAH#Ef*#4`0cX-IKI7Ws z%s9LuE_z*cRK2Ia$Mq@VU;`?M3Irl(Hd4o$Iso>Hv+%51!U3kj6wj$n)kr0HeGRcL^Y={TU`JZjPCa*=o@nB^1w z=uH%4j~nDyj_^5VV_AMkO*;=lwdynCAPYs3jh5?-<+84Vdf11tZ`W1Z57UFY7jh`R zbKK^AsX3n?rqJVWuj3rU&8sL6^@7Ssxba`Dy`<&Fi>wFJ2UK)ipgNHlC={PjP}3D= z4KMGE%3KIs*fPZm3mn#&k!-|~enu2zN8oA;bTO%0N5l z{HQVB*PanuaRL7STaQew)0dm?b^FK&p3*ZGey8Kq8~Kj?L6#qRVjC~bMi$(0S-XRn zjUs*Kg~71G@B24u9RwFCx6^DG)PRNfSy%|71!WL(5lqNn$naZc1r(A3N&sdB5bWLn zdlr%to79jPPlmPnZ=8aO1x1*Z0aci+%cd|mL(K)OBt(QYGv;|n)njW?`tCImygfYI zYXmNcg7h?HS2509B)M*ibeg%1MMMbqC;;M)VD1^|n2ePSNC46by#m;qBCw8zSu_(G zTq4fIQAi9+)(W+&df3H$%t#bqMIdTjRlC_96;wbhSeyk_gd{Ugvy4DyK@dSAB!w0* z+#N8qL9tkggQ9FX7eodyORF*>Sb!t>;Ik^Q5)-+A)1W}80yax1NFgG^vmg0W6VUIl~!Pyj@6cguv#V(RFH$U=%F?z2FeZop=^lW+;gK|WpyX2W1+ z54RZ@fyx-otN@BAiwy{%%F08otdnq}+{;dPs(~DB(4RZ}DdVjAP00!Vi2i^Ccldud zz6h^AM&>RAkie<7v;+*p6vp0&)FXzSC`?EY=owZ(jDQqDLIe>`2^z+opN{bTM_W`@C1tiufJ8_rqQFXw;y@%y1lJ7vo(=_-hzO=)Gz=vnBtR}g zh5`VVVu5Xn*8r*jC`Q!gembPGTfUVmOGlI(l|cZ#?YD>^NMZ!e6iK3D#`7dr)T(kw zNGb@Z#J)%>8zK@CWF{adX3Y#P&M5UlPuP!^2p;#p`3&g5~ehw zP`5%m$@BgIR4fHTNm=SZm^59EiRh^qQo&rU8S1R|fFmYB1zDHsxNk57m_)_=> ztPAr8;S1D>?8QWA08YRKOJPq^vsY|VSQ8+*h02)o4XU>jfB=XKD2ojxyF~8S@ZEt< zs4zcs2b?}{$Fc}jQ3L9kXz8b$Rn-=QxY0`Ar&|K5z-tmsWTT6_&3&BY zSxhC+ftYaOp5IlNkOf581JHA08A>4)R#sdr1b|tnI9WMk7U8{Gj+o)MI&Q0QruP5?H)nP3D{ zYEdiDs>LHnYo@0=4x#~NQB|{yGMb1;JKZ8nnrNl@{JcE~93K@3!Bwch*RGG<4yLsO z#o=~m)J229&-40mTYLi~CIJHXL2;6k+wWFOddIjj2?!rGEPf+DDGMCJ!5PycaC+LO zLSl|;f#?uff?!=Br3Z0(;r>zaHkX<)VC;|U^J#yzDHRV@A26A0Ssp${2ZsjhCAE*~ zPS8XNt(Q}xLnapiKuq*=Z4ZOCz=nj{+SV$qIQG-Nx&H(nTdgWp{h0jyLl^Azd+&@( z5hu?8JJC+a^Bi*?v)F7)22_znn>NMEW8^V>aMwVDP3UPgJn}Ea8&T_}vtY0I7P!xP zS)j&&VK>bpcuXHrp)3c~ESr`U-Af=8e4cSEV6i><(}RBGHt+%!ZL1%))?d%#IpV?U zHa@t;pK61m-`dxYx=3x;qwx?EyUV@$_@KwFj^RaeAzB`i2IS0<9ej>=n2l@8oVW>Y zkJfU1c!XK|`66=N7Fw^L=WyWWCp8Md6wGFk=F4GC3Ku^YosYecmOU0DCppyJW<$V& zjB>~k*07ZMvM#N5hA3PKo=y|bePPQ)Kp+)%tell;Ird|RCqs`-{Q|+?-sf=to5%MR z`gjloC?JyFn;^AO3&HEWYbqiHI1)2c<29@N?o3)yB~E=*P?P^?7;VwJAqzfQh|jQ%`%8Bt!;-VgeL|wHHy{?xj~;I%jWl(mrtl7k}LE zYojI%A_e4zP}jw}OUhPQ=8)8}mhY zsUX0z-{U-xUjTpOzN^py;pEych`}1l&2t>*JmTIs^71KWA9B`ZhfB^DQHg7|U#?1C zRqVhTq_3natJ-mMJ8B+{fKYnVnIOnJ{`WDQlGgr!(P37>flKt`jO_uID-{qvoXa1D zyB;rU8c-lj#1TBs_bOek0_O>&g&1I1nI@wyZfz{#oHBjM0L-zFkrcw+A4VUPeyy)M z5&?q%Q{GoeB!cvFQmwkSK(QSB@F#?phh^lM#!%N~YqU1wGs5hobWmoN&Wm;iydR0K z>!uo!$2bz~rj?9{ZfQ#H=22Lx9GDN+iE+9y7ce>2j03Z@KUkS%08j~*vK2Yk!cPPr z;HmM*&NF_8{NTEdSu=m5^;qap>BZ;n_a*u_h6Afdw9^iQ>`T|SVS9RigQh#cH;a!b zCwx}c)J^7lrh!3v?v}UYeEz|K3W8g^^h?H+<0wB1&{>V&+U9mUN4ufaw0qd0?Fskd zEVnA)(-XB(=j3I1y)T4IDju#6qzJ>l+_ zZzT%=3LrO&lWqw2ws?DZKr*_@x*^q=MzbxN3&D|)MoHxpv1q|jv-qH$^rE;d0B4O6 zdC#UpVI2?=R?=7k3#kZFC z%-q1Gm}sL~(UC&ZN#;|}KR0ez|94?ckjzRjNJs#tOLLdW4RGItbV-QmX ztCg_@R0$HLXJwTE)OQ#q%PR;Y@y7`}(5W1l24R$ec8VOB2`B(mshJ8T5Hheb1&N7- z04kD_p*VF`R23v(6{NYBv5d*oS|d`jGh>J)m)G?1kcbGxD3kzENeHT7++DL0&Xz=G z2$7=l5c4lsUGPis>a|aQ;|PU~Y8F6M1p+gWAX5S4{{G%NAW7@kKxep6MAU}7AQBP- zC1Mg$5T`=1O5>t4YH%SJjLh3!N+IM-&RK-+$x*@>h3Tav4aK7noSLxEc??LZLlnT;Q3bgLu}1_BMpUVRA~P@(&=DyKi?WzX zneRy$X=fFF2V4u&E2I`Inx0Z5NE|^#Ns(QMsUjMX7Ws5W!h~_W4#GyEDo_qURh&qD z{)HS1dZKEwbkBAG$89pR0uvw=5upGv0JL*Ymqct$0TL*riwCxtl)+w-AgI8UAQ1q3 z!MclEkC9EI^@4z$Cp{wR^dlq0qZ}BqVh_OYZI}Sa0$@RG0VJRXQB|H1U`&OL98>B5 zH>^g`uolLNs7^NBoII!y3ILF~WC?C@{EE_(F@XmX2nXVD>+4r=LhoD)!-Br}tOTs< z3lIiaKmvPWK@|#=R1_vbK|mG&br3>0W&t=Vp?%ju>h}%i%s>cYM3TxvMit~_$}Ys< zQkjTnp(P{%WsRz{3ZN!Za>M#AjimvoXk11J-$(UPRDH)x9K}?cU{OR>S{dhwJ{c1_ zg_KoJ8xj?>GDCDN5(Lgd_pAah=~*jKFC0)6bvhmaYi41N<3MfO^+AMv#!S3uSwOiU zpejnsf;^{@8xMh9L{#g7mccI|4J(dMTt6gUCJ)Em} zf%W+!uOEes(sW(mfSG5`n~j$J-&pRb#d4Dk`KtaQZYU){q#>cqxP1hKAeSedLR23MD-Cy^3_xWC#Egu>5!5-e} zf7q=NoaiCfpJe^pys@1_^Pfwd6{3dOLBS7-;<(ov2KBbKc3~dlG;`O@=kWyVbPR(9 zrqun$G8;Wv9YB*fmc9a^vsz%W(ESZTs4&l#`q&oLWd@$}_h0OXCq~nGT&b_?V;R)T zt8Sl@q5z;O&SB?!U<2)!B?gZQgs}8*&61SR6ts?_yi9kSCov03;O^~crEvD+Xf{C_ z&;}FjyeOrjL7eB22@@EHR8GK&`@(8j$hjQnCEXV=esSu>~oa%-XHR~`SDTbL~5{Zh18cm&I}YL*bQx$u1nLZDi35L zb5N!F&P>lq5JJF61vH0MnDBa@GpWAUa5zO1B1$OU{dbR^n8lE^GmjQf6JIXhHWY0b zs~)onTp3BEU*7(O5?5_Ze3BJFmL21`FK7h>$|Gq)i$ET*&ii1LDfP|n$GN{zD^bvv z)OMB3^AxCEPUPiPu%oGB5YNRki=e9TuQuv%R^Z}}r{TDZAtoX<7ja6e(Xp6WxQH1TiXcdVi>V{7 z;o#5<768oJvvxv3x^V8~kT{VAkP;gLBQS}{B4ZBM9lT z#~-8yRwC>OK%_;Si4algnU#eIMFO-E6)`|&mM0)`*IKj+5lYB`0+m=$Ac1rXYP$!m zh~C>!hFa8EN(EVSIDiLL3M1fjH;xhnm(^i$mJ}m$NUt!lTyhS80cyRQ5-eH}KodWL zDhikZ0FVG6J+V&KDatDZg*!z6crDVBFGzrHFbxn01sVaB9r>N@hfD~kLMS5?@udQj zGBOgAh=BnLz%2oNCZj?U11V5p#AT_7m`=>V7!9#038N3lQ00vYuyLS(01|m|g%VSd z7N{$@MjnQZkTb#4fQxz|hK2Pw1h<3@Q=$yONCC9g!QcrI3dBqS-BBijgJ5q8=6EDF z*f!`b2s9rUj~U;J%8N1A6b>@zj)=*a0UlIQ%C!(HZ(%126qlz#N7goG^r>Du(vI*} zk;#VCqomTSvg*KsAVAL0NDVpEA_b+flxJl!rG#s?boeeJN1|YuL;$4sP13Ql7*KmK zrwA@M_P0W+5;m1$PU?VKc&npQv4F5pkeRTEn8nN?uqP8{xQ`L+T--@HxxBzl`A!g2 zlZzu}p)m$(7->(67hu9Z}P>(wd}pjE?Vkc@%VKpsw4&HRb{K z(R_r`fq;ZS>Hb0UT;gPh&_B|$Hg3o5Ym)Q2ic5+zfFd;HLNXv!3Sl7hubGWQ(WL;2 z+`GjJT(C!WkgfpIF7UV{5}lm)Z@@j*n%z;q07cGsPc6PciFq?GOqHB9j3nlC#zk~9 zX2(H{DSr63j(0#QV5r~BihYCXfj3+yWlTHvIjd<&0|$0`u$6Byj$LLcUsxVP7iYb= z)q@y{<`e^8xj_0o58R_kcdF^9UH1FJ%{RVkspHqS zDDl(G*BKj%5*5r=)mc=5&<9}De$-sxgfq_4bQ^HW0zY8e3#a(w=6%6`5_pAt*{_{j zV~}o%L|V*}&@0c$lARacH`_-4h`!<`NaMX{(F;~vk;70V*?$qeWG#9bZ}e1EMW|F`f<|9>dAIHscr%a$g&ph)m3P*so_lmJRTDYj?K0VMk^0g9;;tSXS+Y$E4a!XHkSnAu2 zyCw#%(mUf!95ePb{>3DDy)=C^vvE%M4?YXnDl{$6eUAH?9&K%er~$xm6lz-niYDqn zjAgbH5mg!@K?o*sif~Ua%KEPK1n_XKP%K{B^r@Al^3J59PspFbu~uK}A9VR2_I~G7 zlHa9!(@yrX-z_W}H&x0!eOG1ME(vDhp2?YHb-GU+acn=cE=oa^D;3131Dn)D9>p>s z-o4&VW#EU^E>G?KU=0~1R6Z;Y#CVK&ykFkIVGwTIgs7F`KI4AN?7@3VNtAfZ+qLY{GrTgR~fVRl1dz;NifkW*>QCWV0c%O5ukaK?*Q_@04Os(L~1kH7qa*l~4(Um~#{ zvw)irWTgWjs`}V1ToACFF+J1lB;|?%4@rMu&k)#rW_tqF~uFyM+;F+Yc~Y zQikW8GYh3m+2;hFP8Lm@Vz1Kjuz>keYb3!3-0aj5YMo18sXs|yR68*Z2#`AHik%_vbH#}7_y(l~CaB7~5Q8!~N(H$^p-?H0QA<5weh{VPdt?ze zqAjU2N76_ZtVFb8FPXv7+r`d-q+K}u%s7Q2D=PkjnN`keQq8i3;aLRN*Dru>Fr3|$ z2IG>SZ>tp5@bW1- z1*ew@(f~jTCN3((GKeF_UUaJ>J?bO!s50$KAl=7T zp#>Uyr1=0^iq!cL?Z%`HAj7I4nM$>`&gWT4!!0t&YAp}~uZZ}ANU-izH=xqCP6r=5 z2Cbs9z&;`Y0RS5V7RHrDkrocdFh-0@EGDuMj&3t!hKr^6$>1+&pRq55jW}DcWfc?L zgRg#`2af3LvQ%Zwr9ygG+X$L0Yf75mIPZdSVfjt|pj*dwj+mKuXso;W8HdHJJ$CH!IVzSnDwPm4s8 zLF1vSd9Yhy@P#)4#Qk;VK_MVisbfS87eZN?2->?*f2@XXFUOctkix|;*@Q{**k=sZ z2ksm@XzZX|09N6GkBE z#XzAJpG{LlpOGdAZ`Z%U_N$!Bc;D~)Uz0zr`h)YB-c?&u4(R9?A>oQb)Q4p$ffKqz zbr@@A4Be;I--rHtR?+!c3{?Ls<1a1g+q$-j{yDW&>sQU%GKI?c4+%D^JY@P=!C(%Zd^ssPMrnQy~LO% zK#$xGe7dYF*fbNA;#NVY<(%^&?|luTvgw`?01g>(+Q-q{G+Z&Ev3Bvwdw5%yXMDPY zkgberbmsDDd3=!9e~E3g3o}+bhmG3+n>d9(S5*;m)2@ub0HV}pC%2=#vc|B{+qG>Q z5>If;=+rx@BTPRSB4bMev)A$xoa|b#7nd_Nw*8Db3#P>7qt$d}+?_+%@H z)2Vtp5j7gHie{fsPq!B(aEO~p6+YSlakC#M>tP+gM>{wE?;nV#e z&HmZpopc8&BTBp`^ZK}bQvkG1d-})uu2;`L_2Zx8cT_>dij?Bs*KB<%lAQ>mtd~{- zd{7t+A(EnxY3F&%`_U^q_jKTI#$S+lMQV^sR)wlxA=#GsY1pqeXG2+(Lm+_**FQ*L z#ry3oiuVak!J(BwvWzn}*O%9)S?yPptUlv1}H3m!~-MEoE?!UFVEG*?5CQyzQ zOl{dJdj{GBoX}9Oi^6)@rQ!a2z=7w7v`0G!nKgdIY=4D;V1;>Ytwq~dW1P0%+vinv z$sqG&;!2ZckM=$+IDVes1#Aqw2oHwYdef2B^}y z@Pg+@)yZc9Ak$jlzg)9)Ykg?qf_N8BMfx2~u4;$XT@$ zK%)RYfPX)eUXR~96cj`i6X_yARmExIO|V6PB4K&hz4{F|>0>=U{B6!Xp)YXdsES<) zU{~Lk)J34ygP&>5_WAWH@bT|qfGngPlAMd>AnqQ>zNvusTOpB|qvbKoQiOV+`+1UAH92xq%>1WsXEg0l*3{Btb01@OeZY z!lZq{h_4t#+PGl`7Yh`FD-5K|{mk1iXNQg`NK#O#P8Ath1382^qtc?XjSm8Gr%VS( zBA_5hX8jYB zkc`=wU|nZ&Ov1UYfGZ@;gd!|XF&ooIDGCw?Ws(#bz-cqiP!@zlN(3+mNJ(pWR3l%w z$ji?iqXmg#Q^XN*`k+i%fFTH>sE7ohg-J;YbmEHnd(+3JPY^8_5OyJ zrP{Wi$2oxEne*?ozM9>QvMFLc+EDXQsdXQU9htTGeZ;UCI3*Kht11F)$ON2c&cpD2 z@^i1+>R9TKi1J7?9l1rs<7xAt_gW8^xo6x7=Cw;@I1sMHVtxiyZQI@-GxCIya9h(K zX30@A>#jMTWNXVMB&V5B3gUgX-%ePjRxZI95)~d6W2O2dr5l06O zkWs7WHKQ3Q&i zxJ4ywJzAZS?+ouhJP^&Vuz%Aq-;YK3eY-X3euMdem;StME%_e!c9NV#2SCC?`b_jG zaXS+K!}~e0-Z6>&QS$Zmb-(^-KmJE*zwLP=qJ>vCG7xXN!*>`p*R;)ApP%Nj+h|#(uo5j=1Z#WCI%Y*V}neXM3u;U}2uy|e{t3KPuIuGX`KeqpLT<+i6Z-(D4 z4qQ+3(;wmSYHz=w+OBzYnC$7H2~;uzG=C3!lN!s~pz}z?Nn0)^`l&s{G0%ea>9bhn z+ndr6aNX+{>Yttd_t7u(@O!hpe>_fnWiy$Bj@v`S&i1jt6_?|5@TSnC{PbAXx?T;_ zj(^k@Ci}Vm;r96-&c_E7q8*Ow50Cey#qaR>Z)p9wzZ}nBw>4jXd0fN4^qtoEtHev9 zW&0Y-|7-pB7b)^+(y{d2@m4{QA8 z`qS4>_V~6u<9~T5EHAzihWpD8l^9I{uBJ{Q1uf!Z^la<9W@? z50anSSTyOS#m1l8sfEAP=ihGqwpT67GU>UEiDf6QHvhQV&kJwf3@FlxiwQ=}SNzzo zd;7V*=+mDo?S%UfcM%Y6l8fA-|MB>fpYe1LIsVhq9$!EIhL?TTi5FNnp6}x`KK?J% ze%`;m<9(--``tIMXqT^-$G7dNu4`Y!>r%LefsL<%f8F#I>t3E?g>j?f@?$Rj)9YVk z{vY4`|LgDnetBnK?^$x0?eR*sUgrCH{kBK_qv5(LuNp7-EjD|+%2^*WKOKCBN3!kn zOX`vP1Nf&i>%fI8$!|Swk9w>WkrF9Y+wAS$r8->uM~@SsU7jl6u&|}XJ#e=bPr&L-TAuR;|a&%fn5MbzL{!_Fq2M`t8quw-aCHFZ1Dlec%^)|K}|~ zY5QrHfaU2k{pZgAeCLn(CB~29506Dpxz|d}VDE4LipvgL%o;U5{Oz4idOUx=y>7Wa z_NTe%+XD4+yT8fo`BQ!P@;cAk|7d^M?vLkfj1~mPdfx|LR_fQ5y?G9t^XF?j{-x^y za=*d(LCw}@UpG_45o-VEQ~p0z|L^ns7+BC!;N#)fvkbgHkM)PqpJTlot-j?u|NL;L zwMOr@B+1>!VeiL!R{iTB9jDg2agJQUOY@cew|)Hir;qm6%fGH)^78uh*Kg*}k$9ksDdbyH3RRcSQzYlmfJeYyknQWk#y`Kx-9>acq#y|fra+{y( z`qM9WXiu;B&r4Bm|9i=6<6jes9-d#JwzbRso%cO_e0u#jMD?i=`SJV1 z`02dic)Mp?2kz0;)$v>_9^SK`Y|Dv0m1fUzz1)#0hhf?`@Z0GnF zuQ$SsYdjF9^WwpAM%e1~AMI z@^RsLX}^#2A)cV>X(K(p;{GNZ9PMt)`wc#SJ6{IvC$Rg|CI9A!{83-(osRSK%lT;J z|G6E1?{NG5^X>KTev)7J_VI^p{zmwFcC`NUK|=JyKL4lQce9$l!Xsv1# z3;J4*%g3YRjSv$dJito7w=Wn4an#{UecI?p3MLqx zpP!B<6F-DY+v?36e{bAmDO}tblUd6B9J838`nX++;dY2&C$gAMR;|`o?IE)0JLc#O zpPu)OcRTqQQd7mM#cY!FB=OkBmdiJ$8^XR|ta7!y9OsJunc-m`(1cnIHdq)GiOC^v zK4+tgV1>P}ogTNJDgMyLZ}*<{q=ItZ$Jup0Ufv^DeY4}XLEEf%f9Ujs!4oV$Yy5TB zFGsryjBao4_wWzMUmh9uct7~mrL`dVYW|w;{r$^sI@*#AM(#IBUgV*ozt1~CQ@w&* zf>wu~(21562WR@6+67V12||xZ%Y5#G_l0Ib$YmAU_)aIM7Ep z1a%(T-vZ_CKWn})L#1V$*FcD3d7;_UO<|Ysjftf-}$1UL3 zB6etwX~2pIn;1EtNNk&#EL0-Alw^aL` z;qLu5c{Awub}){G2^FG($VCW*fk2>8;k#0drK$kFpAk`tP$s!S01|SeTA(`P*Nm(x zVwKjBVa_?nd_EgQF=0oNE?H#L$&0h75CVcR0bLlDMh&SVsGuB}vJ$W;ylUh`5#p}M z!_$+Jh!F+I3Xm(HDhr&%QBL6d*{VJD{t0W?d^?>;SX;Rd#14d+RS1Mo$>H_5tir9L z07L>R$$$}(ga|p23xGg{l7&^i#NyLxSpt#SwR3x=JW!jrUFnPNjQkR+NTdA!KyU&FkR(i`%mBws&_j|uD-^0LU6M%=3s0*lNXo5I z*9H>f7&iQy6fiv`>yB;}l%YwjALq@~GbXz8oK5dU}3bS=&!(uv1{u9!)~!_r&hZKVSo5`<|aT7i4zh~9C#JWTNY z!57#sO0Y;yb8+*z^HD; z`b;Ni1OO=%p%cmG zAOVu*?RQ!h6?HMH18WmvY~v~{ox%`f(D8xiyJb$@m$stEfHB=<5;o6Ng_fTQP7yx} zk6V+o)?STc5;6q94C1ypuwfMvuc%ZM*YOY7pAY?@_~qfa1lu{Svo1`6ftiA`FlMV` z4D+M1Llr^*WTefp*ZVMJ)Gh$3H!3F%)U=Sugd6}xB-$@X%F-htRh2pj7v4P};y3{M zf(Q}-2OT>VT#;M6O!M11=pH?>Yv_8Ejtqv{=vL?8`K95XWxVg>d~Oj}MjG9M5t7rF-Q9+z39KpZEQ69@=%AKbh{p26?y53FzvT zxSXrw=9^loT)EPZ3F#67xp?N0cowdnTWb~h z@i9?&OTlrn-XTbd*Vbv3i*$FU+kyJvJ}n3lCSl`srU4$&qc-0b_!;r| zD}!8awd{H6e7!HXxp_U_;@dS=@a3E`c7(fY*HM=g%Fl{b2H~19vE$eok z3HeynrA?4mzCjg`mjn`KhNs=*KBe1bB5<_r->CWnK2m-@^IQ7AHDy7FlZ0_4N_fBT zH-%hvSx_NFGeB91T4vs{K~r4ZrpK|aN+|RFqq$i2kMrxCbH#@(YVr*3`}x6i)%ghb zmpETF?p!M8p_8Z`pKEXX;b!NLd~};Sds6_-y|2r zXLHDeEaKj&t-7uVh2)rjUKAXRVhVgB{s)hj+xWUtL)B}0UMOJB^!cE=URD56K(4AE`O~9%$QY#S{ssQ{imo7-;PUqZ+iG`FmUNsiNvI%prdxO0vu|e7*dilA@ zI&&F^2Dg!ShtYWhc^jAj|1Q0^?bRaRe)XT0Kkr*k+@fwZ0rf^wrlkvMpJ~99uyx4J5n$YsDdKpa!(&VkKKlFG9%UhkEK6ZvR%p2 z^uX1s0@&NkPIDXg@Qg^3Ns6SfCM;pSM7?rNSc7_ilA2MH*@kmH6_A4fRYBKbGaROGC_mGp=YBkjL-ca_SQoapR}TmnR6v!0 ziOi(vM?`Z_Lr9V2N)lvYJV&o(WkK#3$L<*!Slhb(6($v4ITa_2dz+`~^*8Zgd@XuU zxVWTll`?@SJ8OvQ;7_om26I7j8qm`g2{PhKGu1rSIf z0EnfSk`0J+VqsNQ9GMe}5P9Q^U3{TZk%;@(_7WY5|Qon5xwfpax*Gu)YRkQYF0r zK4TKqqlBQ5=P0(;QJ5pDz?+n1Aev}ZVL|{QiNYWz5cJ3ZQ07kcRJ93w2`oWEl0bnX zM;<^{*Q!x9gR`Vc0FVO|<0L=;h)TzDM(8ZSbv%+$u~v=Flj*_#|B2UELkjw=x}ppkf`MK9bee(#GiH4lQ4CRoMOOZ`=nFakgj(a8hG zL`SRO%90-+7bh}cRg~Sy+Yf?dga%{y8ux`<`aJbMmt z01^>G$)HU2z8t;JW}CM{2cCckY+h&?nV5bGL50&yMraEG&4{^F!?eud6LXJ*LQd=; zwSZ?v{0P?1SLc&cN2Nx3a+A(EJWT6Rq zM`y*pLQv%l24Y$~ezN#}dbumX%0#l>xlMNFA|l4dL6kEqQ-HAvf@c9iQJn4$sGR8J^VV@A_7HNVmQIG32uf`W`=g6RV5&_=Rg$}!H|{qoe1dBogCO2izu zGlsOpWl1QD`!eF1Co}G#=G9;K>&C+IRRg;qsLFh#J5HE1dR>0xV``>F59+4AtQW%MpQ@ z^>>zkBH{_JIwr+)gQe&zjl|nn)CTD28mW}Puw1VnR?z~q4D?Y`H$~Q+z(*lrD(}43m&LQg^{8p zP&pV%IHa*7DtaYLZj?(yr}zWl0kn`_e>AG7&?6|7q$ld>=q;@^d z;SIhd1$K9C!`Egt@ACdPjT`^d&vpR9)25#Y2jw?v&@Ri<`T6_Sw7;R>z2|n)&u?_f z_V)C$(tWArp|m59w+V-wYr}en%9wX_>rm5S_cKH;0#Z=}u#l^jyg;fa&A#EBmywr< z%*mIws2aqg_f!$=(x_rGN;ug5*c&Tt*Gu=*`IEnCvvt+(zC(yXj?tE z7`JtIehhugZNFc}7xcG>ecRhy=-(~h+|IfbXi_T z8Ya*RHDJVD611H~>J8lq3?yL5%CIkiuxM>dI1w-9jb zY#bq&D3#<9J_;0mieV0i*K|c)Ng85?*Vzq$M619Nr(~`%ItJa)-F*%}iHwm|WzYJ; zg9Cu05jw!gnjSUJ>`S1wXYsC~rmn?JAFe&AGf zS(_rosN>%CrJR_wJn<}6Xa(UeKm{L<`p<5+W*6FD_w`@K!p+WA8~PJI-jnuf1NcJr zoXdAj?*k3xk$KP9<|(7%7PnYl?1Js`?Pb9QxBGp-dxHf}$9O0pQaiftqE^7;-l?^) zIvyhe)|TF8V3QdkYx{I7fj)C{7Zh3{MbTm-T7i@vPIjGrzDt zXH0=VmhE=W>mp|yyWc@b6aF=;E$egJe!_jvdBbHqTAq*uvLw(&)E9!!M2poo@DuAJ z7i5Avm|(R9xx2)V4FdZ^7!cF!d*;*?uyn+6o|B0>Xou!WI9PFA`cv>8BJ(`P@g_du zw%hQCGa<+L!)wU$EdD&~jCim-0{+ng9TB7xFnVZok{)s2G6lgflM6ZpxAk40*)% zUGcNTOF|de8k^+cz0?@}!&v^Bvexl$)xR$_q_5`|{5a>W+9@5SrdNU3(*4(S+eE?f zmUSSF#$1`|DDpExgA#}{<0u;$Gy{7?dDMPTXoE$CFxlqrAN)9M*s$QnSJfVHJsH}~ zwvrxggt?=0kA5B6q~41v5t4w25C8}ZL+b(sK`5LH1Tm2y2-rdcIWy?cf(>5wI)T*ztO_AP9HK}I1ql_r0|3=k z>Y_yf|52C(iv0{r@?ve;aZX?m!5_Zd#H#X>JUdha;2*?QNKy_VFE3~!jj7Qhlun+N zo;5rkT^8+(d2ke^3TVaU$b(P-+#r(xm0*G5=nhy1#90slo@GT#5;q_WO2=|21i+bO zL7*WPf~1whV)nI>)^QHv_o#mpt@$=d1kbKMX@0NE&j3=yMPXndEGm&8M}&oo5Hh1w zOt*QUS6hy%DuBW&aHxnFHV+U)m4X&Y$%dJnB>>qGK_EM$VtPi!kM4Fck+QNRa8wQ_ zcOYbb5ndqJ>wr9zSOXwDKZvuH#iS9AX_0DQXxc~dFG}$DbEnB)`dGC z1X(ukTo8qcm@W=dB?PL2M&$@Ouya}li7ihc3$-q`GXxeRvLTnYczL2-i-lA`D4-w{ zvlP`I#GFE)geXJ|fofEUm_)(i0OVBw#gsx+8exEn#YHj-p^!+afKix*k-&c(Q|3IU z$RNMRFPRx^4W#mVxR$Rf?DPcTax$h0+nKNXo0ribS2?pV@P zr-Y^NRD*RXW}FAifye~{BNeMLW)|cLl_KqU-gA7&+b8oe)uKNnTR*pGSr`Zim_$r~ zfZ71GecHz~I-Rp{W>k2b=i_N>H&G`91N4eb6E6M4%J<4SjS6dD+oK+M98ao#?NGr~ ztVj_xbDGa^S~VjPOcM*WWMeeX`6qz=`#YvIYQ}iXNR?yNkz&SR6bN1f7#PNY1r69| zoJR&bp(UA%usvOruaaoH-S77-7wp1IoyIsNq9B9T2@(Z`r&;KEWRtOOA;f2>c`X_7 zD9ECQRT-W?eoOe^wS!rifkP`M{h0dX=#p<`g~fvCQ6Y+|A(?{^77Q2vz7)|!gDWiw zym14>*{g)pZDf_1Yg;nir(pnLt=cEzG+X18$p*-L(>Qc~Rur@ET5IUV3Dmqz$MRi$ zYSMThOj=p^BQs+$dcveYhG_;<1s1wid=QwlEYXle7&wQOBZVo{lI6C=?_L}+bWJTcgkvk9u zPQ$7UENNchUa?IGtt79#=oK_Te$wp|J|-ANL_~sQ6KJR5KI$@@ysE;e9H~$c7bbth zesO|tHqUzd+jar|_-Wi%BbVMv6=8}G^&8*~3tsSld{WYS0PNzY#lvl%MO(E;RK)o2 z{B=|-#<@todJiHJSWEz+mg9^q`i1#zKlkHyQCsf#2t2`bu3x@@3RfvHkwAk}a4!1c z{eUtCkg6!QRKqn{>!+vlkMH>Q=s8v?C;2V-)GjB5%uBX7OMUKaT8FN!tWmX#5 zX7;Xc=k3=!2|yhgkgpQ^Vz}0cgP3qrQMp!YJjTS)I;|`9nDC$KWZfYXa4!?-EB3}pPk;P=#v$03aHj1n#v#Xm7hFUmg+Z~3$_=3+$0{pPPMBPQU{ID( zU}As5i~xy< z$eci9`Z4YwQoX7;6YKN?5{xA%ku}T#yvR|2IkiAAjMXY60snh`m9iR|j`LMu6EckHsMMFx!l?>}7!-YuYPmDw)Mix1n zP*92!}0*P%)}5S(kdz%0CiL)U_t^U7C}Nu zzE<6_l7N955Kd69A+*{=MiN#kLP`-w&hRs7_okpv#mp1}-U_^f*{}&vh(b&6Ks@eu z3AT#yL!OgZ$%DigkQ}12kb@an5Glgval%y+&4rXA)EoI3M(;*0TO;lj&0LQ$3TjbDvn|YF*ru6kqv3i%wE9LxKgBECX9E& zhcKe_f;CKlC>*j7lb{$;u#lh{5wK$-0wJ`h#Hzyd@SdF1T$)u?fs_~E;Zv4BVUc;H zok|mV3R}Sec}XA4Khhc$4NE|j;b@W$Qr-;AgP(x^%@Us({{tje?8tx^kq0tp=XgLy zk)jYnLWXgrauI)k465uZglLuyiP+CVCm~%$Bq1ZLuqHzL@8)MfWCZerN<_fI4G|Ru zvT}|lL$S&aYfni4SU=eHNLWNr6`2G;S#B;InGjV)e4&JN$-Vi+3`eHV_iyir!1(*@SVgh)P3Xb0Q>?7Ljge5elzF9K$!?_*~9%Y}o5;^SdVEd;?v4QOM5O zu;yeq5YGX09?%SyP5TRxfIaG%HEano;j=ZY+D?^$(a1J6r0SBHHcrG6QCoO#+}=(E z1^8RhUswL$H~L!ne-gal^`By&qg_sQXtT|1qGGtDqL1LUn=nhp0 zUL9c@b~_5YSruR*pknLDfb2+tNrL`EUXF+?tv>v^A2x5tX`^g<`O~OnAU!#OhhbLz z;0`X}SFtlkoA20{Y`EloL8%M&;sKg{^$Z^e=CSxgVC1Zyl%601?}vRoCkjVH2ef%-Vh_QM}EdK|BIkA%+rXeE%GeoQ;OWVv1f z8P04Z)r1>QKZ1jR)5D{V>4C1Tr2r|6G^&)ooRC(rK5cf_v#^K*&Wy1k;YtnLw&{7! zbG(^{Zi{Z0!=@X)+J7rqwCN@ZG4Z^q-$2Is`W+8EiH@gsA}v@a^kaK&*^m7V!D;#8 zV3=1QPm)i5eJ4Wpfe>mYj$oOG#r1*bKvE2R*r1N>gH}}hfl)0`1GY@s{Tje~w$J1z zbc3a$_?Ym>!tnd~{P6a?9xUGR9yL#V?))*SaAD#Cn~90V0*!>A9zd34rP8j-E%M~3 z)*3P8Fcl1ldkk#Q8!_Z1zaV}N`ISTvzcIX78Jue(6f?9-F`c%LrLZY8*pS$N?{(43 zKb-NH<16*|;(vhtKZpG>*97!{*>GchVt9__&3D`jYSs31vD%G^w?05<)$tgSRa+0V zQFc)RyfeHTK8gcmm1VX?a}AAu`>r$L%ZJN^^E#Ggmr#7fZV>249w*_`x@<37?|PmT z@BJ#_KI?(n0MFv1Jr~_r6cC|^qG*r0K@@}b=a}~lWg=*s%XUI3JH*|&L zFn-_l^m&XC)NmnLk{XJQF>zku(utyQWR*EsVmeWd@#9Repga)};Y3I*TJ0vbI~^04 zfi9PeHJ>%Lt&ASF`!pzSx)O>9@)$%43sD~EuVsh$s5c*;@XSP{dU$Di+8CPf=|L%gp<&D?VZ$#fnek?KLv`2dn+G+X^Oky4Bw0v zqrR;Zhe1+8CQEh7%!*G5VSJ^@f02Fuyu5#03pq?=5IotD5tE@0yRFmYl8~e7frwd= z1fou;a&p?kJLoG z`KRJv6KT`~g2DrdcvBOYV}u2+m#E)7Ia3(}Xm2fryHJaL2t$V`EI{`JL|~NI8x7pD zswUadMwFy5BOdO%?_Sbb6=u(PirA>W3E3!*q^hF8M#$h&ct-jRM+-A_2dc<|%gY%p zk`w_6SVT!ZX@36%9jUb$Um)MmPLFMl?>2w40N{_s;N;T}aHjgH@!*0AM{q$Ru+zWq z=e)Kj?;e|2?fY>DDQrvjO?%EXF}02sI#8OP9pgqp1xHJqaT9TPBrc!)Cz zP^28EGmr9s%tR(c0u}<^$HCG%a#cZi6);hT%K-v~1jy(@p*XU#myVs$nG5SIcqN)p z-^#vmTpc4Qtx5nIGIF4l4vF9}4nh}(R!D$_Hy-fZ5=_TXcA_W=+#)$N;#cj@UWFV4AT`MaptO^MV0pQ1@<4Pw^BFX|pM#QYM z3}TCQ5a!h6S87r_U{Os@ex3g|0a6MyaLZTcC$oem4#HX zfXk$Hr~-~EpU#-dN^3`sqW~#EkQ%TM&Pwwzj}s}w&zeDSAdHM+WQrf_*YQL8TZxWB z;b4&r#RL%Sh>)$bDvq~diw5&dXU~om2%b>ixur1(cP$O;V^k}+N@P_a7i8HC0TpMM zIjMt$Pe;k3LLy|c=}9O6n1#iXUOv!vkj!M8!OE<(RsjK~jbU1*;Y&p$FoY412Z&AB zS``)oB|t(JP!v@b10iA|MIl2X83Pg(nsnma;LMuSlN7j#3}7s3%pqbOaA_2-MX{Ek zHy;hqi)Ic0Svt<@(+LqW1&Zc8C6lNUu2qD!Aa;NftYV`YA_i@(zC>oZ3m|}bjWB53 zp@UZh9265VdP7*q?}b*y2*e4TQ4CY=U2tK-lNO$5$%6DEkBfWa@T!SbC$h!zlu_iZSBMN`M5wf+|ozK!iyW zmaTxR(t-fCg{Y%#M3qp0URabsRpnUyC=Ii;EH52I+KPl*7lL7M1V?P4CcP?;u%xdA zdj_a3iy#zRUcygYWL`_IUKt%MCRRDsqC<788%LBbo>^bM~=Dq*Y;1`(B^Z4t0 z-hKB>NKB9_sLaZAM7HYyNgz%F2uT3Ik_*QX=&stJb7Z!Cwjvt#g4^W#!8NrJiDD=Y zD8sYa8HQF3Ob{U>VM2beiri5UQ3+S!7oc*OZ|CcZFe~qQny%HJd|kdP{``0o(2D~j zmo|gw0o`g`O&a^D=P3(tV@aq{b>#44ZnSh|TGoQm2oq^kS4zTJ(vV-$1N~d4nd@_< zC%V>zs);l5%wY?(g2>#ZNH`iv3T9~AFEge`RvzVNpnLaZCtncJ8H*^HAOJ@yl_EKH zCo(!YgDlH-0^`Yon4_}95vwlTI4bAiKk!<6&8S>b0SFQ`KaS*G0Q-y94d=Tg5W>vN zV2lO5yS78Z?1c|@y8|AiJwq@EY=GT)3N^^~H2CR=Qynm8pm{5^UWoyo43dQuUY?P8 zgtkGKZ%y#I8N*Mv_`iBYP*sNeoFt7Jf`DTsMPvwIgYG{>))ZCje&!^9SC}e}vLR&E zvzH`*TWSI$M}T>zFgHa=0dM7%$+e-^40Jsn9|b`RrQq3W#(4+DYC?86RYETkOkt~v zBjG`P_<5B6g8lP)+~?!FU*1&>^e630o~AayvXWRooLL-yFURm#w|mqY^%?koocceF z@BgpbnsmZC%Wf)9(xsa2{0@Q0SE^+>1Od*c#aHVVvJe%Aa3ExZbVD1*({d_}>niuS z4F8C_mb-_ojkE)Cg;YRDja&a((N+yq9PH{Fg8H$M|aWMLH6G zAbtW^EBRIO!}CQz#?5{1N(GhEjn6r4HoY#F>&^Uee>`#Pf{&2{DmjCoW*`#CC3Wlb zUwIEenj>nUIeWm;)&&oPFhtibi#C?)W3G=e7HUn4Dy-(XGv=n;*zQfz5i5kO3HbSl zJX;rPE1UpUfWX4cRPJ!@kY7jXSUxoY#k@~`Xs94-3I9gKuMVSKURbx|IL;=tATh&2Nj}CX;>+`=$NTO1@<}u8ND+}n zvuZz&=am2-P@W`y@kQ2c`^mFbSl{_@e#n-P8r$Z0?>WLLK#c@SG!`A=?8zBk5^<*r ztjoDu93w|>XgRsH5VXV~KD@#b!9@W}X+`d0jGW}qp>MzImumbsQ!Z;Z!35lPY^n#grcPRv(k+@S6s-wphaiE zs5qISNoQVRz0q_GN{7NGtM&B;P%lle33BZt&ZDs)V&d9a5*;ZWov9Qs3(cpLF@aYN zn?$WktAaUGe8rKF6Vuai8hRqj^7QT9A!eI{IHj{xf?=F~mXnE!D2$jHa2W0bJ6~%| z$WzowCj`#9#IYhkYt!0)x!E4e;EP1``{Rvu7Hr@)^LLSQS|RHx)#|@3N*gNqry2i_ zkWTmyz`rs4lh2(xP+zPyucFHpFPC}z^EAfPAV@eE1CXQ(D$g{EI zlOh$kJz(FHJO&K?c*Z4#p-J&Jv1|L(;1j(42V^juo&+Eg*q9n+gk@PI05H{xXo-~o z+MY(FLuO)wttql-#Zk*A)&GY!d$<3C;T_LERlRuo>xg&6mo85wIQ-i=2l3OkeqQR2 z^r++tM8eDiF_u1&KBRa_C8Uo4CGM^I(#{Bk$pAnp9Kc>J(~qnY;c$*(=4@MPBg5tS znkMDy79IuMPSf0h?h=Dbu7UZ7Q!ZU%SA!1TZZX;C+idqs85M^Lj5C8yx z07*naR6}I~z1jmL8dCU4kr6TXK}pL(nHt1dMd(Nq;a*`r%(E;|fLREEArm6oLd*mX z5S&2?&J*Dy^xeurvgqq5=T3usAD)5~)t`gYyHT zGtZKWb^-f_X~aZ`NZ@9iv4{#M33e**ASVt&BF;jDZ$u4L5;*|@FbN3ANIDT$kUtnt zg1}TjQUr6)@I=RAf|6njRKWW0z0l$UN+|aLTtS8p13^Ur$@F5xzU=eoqJLR)=eZy$ zLqm>QPpqZjY^oUsmH^OF%5lgOriI@tr)UWQV$F2d#mkl7m5QMv0!}4GPpU#j5+d+P z5dai+>Use)cPhRJx2p1(G*^|7ESQP#W0g(R2#XL00!t8N5KP^jq*U6TG^>3K3ZrR9-&jRKiV^s3MayD<{fT z+6Xr@l(q^H)Pv@OSWZ^R^Jzqx-=UoG0s><}n&1Wi9MC}0+X!Bc8=@l)WCuv70sw9u zA0X0F#F?uwN71l_b*0yL+V0Tr#Y@SWMP^+L?P%PF5flTFC~=eB4zQcIa;e!NiUE@? zz~HQQ*Lho+pFcG(pKna0d`&>8R<=|uW2O5>b^F|ohJ0o@dLj}6mY);{!}k7^jL$Xu ztoPe$vRTol;C%`fQ&!u{QnO5IIe$sj{6*6H!Q9ZBTWZW ztD|5~lbDxM2@DU<0SE+3BEjdxIp|0MY)fLx>`*SUflnq;n=i<#G+qh+VElN7Y~qoehR{zMmPCu`T_ z%*`wgmz2*Y*UH~dAgopDNg!5jRkPsB4Q@$K+AkfRDgzhJ^%x!Z^8=j}%`qP9Ue)RG zQ!nlEeXYyK+OeH!>JRNfZ5dwNU|SxlkyDVNFdt_bz=uzuVwDcz8Z`qww1WQlx&aEn zz`CDq#LC_G#QnRrwPfKYOSQ857^cfM+z3UrVIn8x>2z8{`TqPTfmM#jIbLf?UV+D{ z_b;xnZyb$v0!AJS-ndDm?nC2!X$bWXHh)c7fc9jZZdOF;1r|knaa+Y}<=MzMPXW3# z?Y9&6J%YkFdCYLTHG1cHWOdq}1p9gJ@pfDuVoAAnzvP2cWQk?W#~^Pyux$&o#Q5$5 zNOkUekSVfM;JC?dg0?(;hzPfx`9X^kx}yzXgOAV46BUNHv!nfyj3GaP2ak_gzazg3B~Pi$Y8LP{=Gz;u zFVZCRz`NT!XknU2=*dBJ=Q0xsklw}c*u#lRsG73@0a|xwLp~yXXG0x zw~Bs(!gjLwa*^s9nXl*WldnZ_+26~QRrTfTamI1uhJj$OuzUz@XDQ1j92Xb@T=qL7 zDOXnc^u)w+oH%7$kGuHWxzX63yb3|Eb!8RB%hM(HN4(!KCnIq6!zT+D(%@D|IgpTa z=>=Fq321YUJOc(%RoxZ~tf{RR%Zz#655p8UE5yVK;VLZgan7tFl8-t31SQH2<4?ui zFVE*Qe}3G~hXV=r`vI=>tlB)kGmaC>o7zYm2flxuN2S9eLujv5;;43as7SNIy}Vo0 ztvaN#GY1eIW)6o9BXE&KCBYAjmjZrFCJ;+HvkpP;y|s(W3XO)16xl%95ggpAbK$xg z>;%!mGU`@~1he6)aXsf@%vBv3vM>q?QHd%eE0~Fe5sI<|u)&qaE$0q3s%%70R@$ED z``^;eg6iCrTR}yO9jA_u7LV<-u=rt*LiZS_CAX(_xv+PK3MeEfQUJa1qp-a8!B)D_ z`q|ESj4xfN&0jOZ{r7%(V%^x^7c=*7i@kIZCK0F^-#q``%ZZ2QS(OHIqTsf$b`$p7 z>V`xOAtDc}>G{YwFY70VVe_Pgkl8VrijWhLshEf{)2HX0;A!RZf}K>bXcSu)zvvO; zjuT~J224gsp$uUp_u!e81wwpbVoU?{k_4k9M~O<}u`MU2o*u97%eC{zq6iwD0LIUq zo^^Yb*&!X;4XGP6r;Qus)#P?BU?8p3unZgAa_fo5nd2-r#FAX8HmRT8HjTeICTeq8 zikhW5_D(eDz*R*E4$q3vHCk1KD@8Jb{J8caCDJ8PWv-B(IgpD4D-4Q&36_hK)XYXd z;5Wd`D6O2afHQL@b3&B{W^gPGhG40p72GNAVywqTPFN%&MU|dG6KjU$p?^laM5xCh z={@pC)axbAQ^}dT6S>6F9oZco+t`>RENpKmQXCP)1n~*tLxBbyjK<8FUcMJW78EnE z7BWRKFspctmXJRX$J`K+Lkoc6diod4sA}e% zR8D9t1*%~VCt&q{QC`rC2MfuKubBjx1r3T2LTE>vvj~BZnuJt(mzszEQ-YBQprje4bm);za3P$YXH+4D5EoUZJGab- z;2;8VK*Nj=l+P#sLBt|LP&to;Tv}fs@VX4kaTa7}x*|*38Ql8$2PfpT5(H3CMrJ6g ziBw#P2!Mis9E2!xz26bZ6Vef|C({8DX*zFU5G}kas=;J?Fb#?J4CCexMVQIuU_euG zU$;MHpr?ueAm_{k&=#j!phFtu5m^+9C~nrUC8HAs;*V4?CAL(T*$;j$ToDh_9q7N<7~DQAOD~I?I_}OxATPY;FScCd5LtF>$&0ppj9z_GbXLm?PYihzcPpVe*|4l$!Py zNwYi)BH^5O^6ayEA`^8Hpi0QmxR@CW*}`W@f_h<{<{eew0& zVRox3m8;MdVIwXia+HXSU;rdQ0|N-ij0gl3T}swMS;l{vgpYg%pUZq-v{-w6QOdT!=#V;K%G&^DDe@ ztnQGZ1j-e|FoGExL5*|+QV>eFIZwm30&dVhajmWPtq9M`xA(Rh|NJ~BXoV4WMoPn5_Rk9&6&?34-{FN5vMS}#qVn1nAZxr#GYn-Z6 zddmi05GTxg6I-w&YLylW5us4d*?=wl^t6SLIgN67&Aeyacz@g0e!1AW5Ba0R()e>z zVBQ>7sAUlCoD^%jP5#u0CL?JoLS`jGA=cMryjatCnT-3>y>!s9#pW`|BdJHf=n8e( z!RL@%H|++0l>Q}ee|GyG(MtqwRL@lua6QNT!04FGB!ioqhkor;ci8JTD>e}EZoSk?u)bn}6>{)gs z?ij$Pk}1(pCjxS>*0U`E7^Vh%`TjpG%U9pFgHMpL%B8LU_Q{_i{y*iMxdF)xxgC}3 zN7G;SYB-rHrM_$ap?LFpJ4eEkPfbHXc@c>n_QSva4u1#xr|ovPWk(;&d)SBd-Y+7$ z(Q>pA6Qmq@gO?Aqto;?{+Z!+Pop6tewMXIY_8Jw!RYHdT zprogd3$K22d;4d6{w(c7W0CMV9ZA==D!-g_%rR{`b!j3Uu@k<3_=jb*c77dxxN2QG zMZoR-%gaChb$z1XU%$?cyy<0CUj075P3HTePcvT5{iWJe_^KGnV*43>7i`?w3HjRF z^QZMUQPTIfd4|DHPwUE6j~oa5B=$Y``wjeU3zxcbL`*-^<9)PqNnPRTGM9B9uNu>j zZ#3Y;wx;pp5l4Co$xokqZMWn8u+g{6Wm({1@VLW#Z2Tc3j{P1m>ZQ}hB`}h{+kC!! z#1nDsU7L@)f4?uK`uy<~J)RzIS=bhEuBhU38FTmnu@i_?kqJY_eVmJtJ{NL~|6J56 z|F=%-m4CX8|2$(yskM3r#{D+igX+80{}P2{Gsao-$MhcOIG&dl`;JK$;_1_DsEVrG zWr(mrT03Sh|J;1n{kP@%kz`dLY2OGzYhA`Fz=2}gJ3Z@u9QXHB(_i{ZKik`V zu0o>n$DQZ}CWg!{^< zOYIBL2Jx77KF$NiyTG|EYEd&GJ6VBqdFNuPNN`9dXUjS=qI>~1>A+N#W;yQ1y>@HY z4;!n`X~&Fl$OnZeL?Ob;nl=qw*F`_I^YNC9WWVOIIxh2)V|(|%f3dS|A9ZHfG>vNQcc@{u|*(&P&X1 zR{zcP$>85by)=2@AI?LJ(#F>p?oUuMU>pVQd3%;7f9!d$=Ca9R_Md8B3bYZ%CFm*k zk~5d5W3$5$8EQqr%!EX0EZ~oEI@Wr9l4U)^Y)md(c&pfFI_8;(RSf;gPanqP@5R8W zJw&4gq_r_2p5f2$_rF)*9QVgQc@b{9A=~Wg- z`A7(Jew+R(bOrnXunii(zdyyDfSEra$T;J)9V-?g7<<|7nV=}Pbo>nVQ;bX1e`Y9X z3@M3H$;F-flKi`F!Um|G7KSYt8T~c}I5bjJMQYF}NX_B8eW*Gz9srRU788IQw&nT~ z=bU!33KqM8aZtnJRs|4-o;-^yv4or-Ti4uLtVQn$?`3C=HQxHt0TKjSQh1yR$!THm z=)LiVA#jG2w46N5ALD9;by{0^YC#LROje7a&p}A|I5DgVHB!{JZI^L-hWJp3kne;B z$PAEK$}ONk6jc(iMiNj*j`15&)nJ&6n!*r?NYcsDAL(}jAO-jV00C%+Cxj*?q|hZY6rrj`0)P=wVx5Lk+OdmhxuuWt zETTPNlqWkFa2q6n}t*PA}8}Ba8v;Vj}M9R>q)iqTOb(Ry@KfT(E-R|9(4{* zA$kgV_T}@#{;-$I7s9ml9^J(IcKdK?f~&r$U27 z?FFVbpjF6x7X{BCh&6MoxzS*{_1k~F*khv>>t>%W^t@;qzU={h(f&id{0^H z`X~GJdDtcG!^+RAaHpi<_V$41^LqI-&S!2v+uE$>SrLv9H36L%v1*KYoF_i~!U7)~ zSk1?I-b0^x`$%F!-!8w+E3d)JJIIs^@TRWIsaJUWq_yNk5bPh_8=mt6)w+|NV0?w8 zh1^{pLt&?G3}6WZ}o__Feam3e%d=WT*_{D;ru=jEIkHlGc!moJdW zBtU9(K>zx2_B0Q(3+eN=7|(Hjdz$;DUhu3Y*~#H}fStL){R7bcQ`!mneU&}WTbgZ` zEz&5rT+XrH4Uqj;ouA!~nZK)U=QyUp(q+{>=5N#AU3=7-E#i5xr>AVs5?k8xE#I|HW?4 z@P57T|M0FK;%Z9gwk01o4_od5qdS*ot<3kUd_=;l;wn)8CHkhni2HzS8yHem?*H7~hYp z`-hK*f4n{VJ@`%h0{@zP9CkV5C7*ur^^^IN?OTVx&be0-@WOqSMOYKXKYb_jygy$b zAD+*uW%?(|s~F}q%RSM62E(z)Se~suLOrv$+#eW^rq!j(yr_RVxQ)lZKDF`Fhv&`D zr}K}ijM8@!talN?)*;ye~U1{D=uXC z(~&Q>d|B?<{e|YG0aiZtX~cip^nYD`|MqnKDL~%r{(haj!1Z41m%`g`E4@0P$-me2 z-?M!?zyEcfALRA%!0 zj6CRW_Dg0Yr_y5ZJbhJ-*^+UfzeQ9_!$@$#k{Ji*QB0SJS zo|?8M_lNwq!GAh0`}gfX-bi)(xM?h zTCaVVBmA=r&*gmAk5m5Kgm%3Def^hTfq$3!*X#18EzfyP+Lmjy=UwpbCw;n{o9qUkJYPIIe=xX}LfBDeq z>-u(E-ag5#f!y*8gwK|Ob#o)a$n8ve{cAkqLBjuphV=X zi9BSk|K=FQo}Un()4=z{Q!tvrd_N_mlU)0C-l)N+59`mn!?s>tqVYRNt++f9;{^MV zU&a^?J)u>cO+pqt(k_4h)bCv%b&)K7ANjhVEc@c)ula29m#6XZ^E<7t_v6wQwzbYL zg_o+I2>vAeDViS7cDo)G|Jy_VvM<+I3~>U^Y!cf~zq~6Pue|Kz1H4}Qt!);Gc6X7- zs&ALYwkH*2`wi_s_4@nwi(p?#1mbLVTf^8kKd!&mmkVCjcc`zgX~(1*C79Q@j~>v_ ztCO#sIU+~HvA+G3-)7!tBSu|!mh%```1vN+Xp|s1FX?#X?Vt(Ebu*jr2P^>VPeXdF z0gcX+8Gk`s7bQ_U$LsgwbqL6ZkCXNj=PmNg#k2WL^h4oZwO(2S+w**^r5%^Bh>Db_ z9TPh(Z9@w<-dfx*5EcI(^1b}qQUGJ0!%+Vm?Ju8>uiwdX>uV*!A7dReo-X-v+j_zC zLbBMm^?iKyUoU)l-~ZY7-_|wP&Saj$TjD~#$a#5L)r?1M@&v6LEUW&s;;-xe|C`*b zKeN<~@yNB>$BSO|@|Ed`v2!jt)Mpjlb^Bh|&-Z$xmKmN75pvAn>r2@U1t-PZ?=7rYY$1#J_qX5!}wJo~l3oLBn0p8xy_nJXrJgEie>&iH5WF7sN4<8kXTxA@e~ zzYzYt^QH(;ch-k4E#T+<{ByfJ9v@c0<>Q;8$k(6T`?o(o{`tDU9~q-HXu{{Moo`KT zz%J!|7)REsu@Ql@--*t)LpyDmr(yt+nZrJ|F&gu+|Hp`ThNL90lP7im__kc4_O1O= z%}$As4_J?<`dRr1l{@j_*g~$z%znV_fx3OvQNQi>H3L1LZ2fs$UM76;wW4Fv72?TG zhD>cC=P%Eb@b=Fui7fy2q2FhF^ZYl0pP?f2=6qtSm37Ur*qh8J$$mQJx(;P4YYJn3 z9qlXR_f`+f^NfeEuZU$h>V2cj8rL?dds0?_7Qa{wD$zjM+4^SRYyU0gm%rR3kB z-aTPno+(2Eq!RF~HP4OTNS|)MqMO2f5pSS487D~8lA&%4Q3c@$sf~4Gd|O(q;Om?; zlb}g0mCGQ!KEK6&>j*DDPkegpC(qYwdzTZU5&#f|y>-WkZ~_#hs02U?>a_F~gcOV5 zcm@X6C~);GQV)C93O0s$epCWgg99Es_GB$|>?AQ2bKP8$VfISHdM zqDv;2VI4}Yj0hZA8H6N&+0M0N;|V#9bYOW$?s&qY2@EXgV&NV*BgdY&0RCY5)(;$W zV9bCWXk<+yV5Wiqbijx@RDoHb#I255;0B7t0E!N9hX_WhBxLLwS1q_>waUUGfrTlQ zP)b*1FZYaq%F+PLkc{Y5z4de0H0zBx2q*F)f><@HB4|$z!$^Dwm@N{x1c0!lSoo>5 zWlYOLDenMK+7mpm2ufbERc6ImF+)y7PLYTy| zXazx1)>m^cTgaan2Q811pNvP)#9*w28erGFYCDvwWeiNoAaS4ynC0SFj=qXFaw!@K zH|Fy^d=bj<=~P16Ta{XxFL@XOI%amN6|l0xP1+?H2h~GU*UE`pIXRYjKT;iS09rXE zp(-rqf!a4E@CXYKQYdnZl54iO*KUa3J}_S+V)`Rbs)8b%xLcOjfUr!__0ITF;Ag}$ z;E$|#OqBctc$=PvrOF@*h*^oq$Gid!z*mIXg_)iamKw{X|Jtf8vQ5V6_gjAL4BVge zQWh=4+#M4FM^zP#(HcFs(|{lTe81y#rgm=qx~^q;9v(guK(rMy0F_lSa0!z}Nkp@; zm|n6Pc zwn9oqr|^V$G-wO6r&eZJrU0;f8jfxRkqFs1co{LMBc3D&P-RQcW&kI1gq*)qg-Q_3 z^s^f=x0%g=Q<{7#ctRuqD2So}#qZ#)t7>Ov34r~FGPHI$#+4`Uy6?@sfsk8OjXX6L2_F;4OoNPmd@1$K(1i5t821OP3d>s2s z!c`b8PMb3=d%NgUt@;@^OG66hk&!hsVvO6%rO~V6`E5rZFYTw{Z+KCO`&`#kRL!2hK}^KHsQ8$6N^Fl ze(t>dS}=}tEP{-k9&v$RD9G`ssx&8HN=UDBT3Mj)&#P_}cI?M}kV4bFVNkyTJU9Bw zf=mhOiw`J=qUTX>7U~EmX#r$g0DsckAGtK87a$+{CF^jIG+rLh39quNPQl=@-irbE z%W{+iq{lwT&1~mIm&TXnetzkYg&@cvGSAy%hGI?of$E9GBut@_j!eY(4sBM<+c~N# z5Acwcz8W#jpW3Y^tt8n@p7SD!oIt^D4=k8A|e(siUKPLRhMG&evdjL7@)1R zh%}C*@<^ArbM6(k5|(HMd$zE)lm!|UAv0BFBr=eY(ot2!pn{0lN?KowQ1@vWm60Q2 z4opUhsMwFMy+;$NWG_do)=AfPesye(h%6i-5f&nvc9vhT2$LCBk_8gyG2^UD`#{j= ziI7cMga@J^>isroCYDrHM1Hynz5$?Rb_F7Bd%85CTIH!mH0l+!#C^Y9JCa5P}g06E!MPScyGJI~0xAe}T3v zTkEt-IM%h0qn$!~(k#dTii$+0td@yaN!K$W!ZBw8Fo#PyR8R(GE`m#AD1!1znOoCA zGy@6hxl)Qw)CZb2sKTmw4;u&%?5B$f5DqNJl%gal76-&|=m}1m$PrK|(g4@N(SeGXJ$1Jke)ir_@iWx_Fzx^3x)CUWRAhP~BPt_6 zyG@oq8hsLe0lnw40A8&ArM(q5BnC`K&IC&sXUt9O1b1MP#g$^5ZA?kDYT@bb)RHPQ z484e3;!YI=QYldxM8wJ{*F&0cx?4Kho#N;~D%)K&5)ip$iE^&SvU9ZFQ$R4URH~H92$%)$sp^o9mJH4siGTD1wX)pGQeOhO5iAph@gTt2t5jQLPHx#RZKOBA)!t?nUIPED*SY}$wY0{ z>t)6o)6tKt1H3A;kgDLIb)Y#;B5rz3Zqa>;AqkNpHK>*eVo6Cj@!SBICHj^t162)_ zllpE42jCB58wn#T;)aR1@2-p$&(+kQc-@nCp)m=rUT24F+4Qp}|B`&~;QbLXa znGJx8a3n}eBnLoLqbd#ucg9(z02EWwnt*c7Jje9Hkm#&iaLtGVp;%?T6c;GNM1EA;N#NHrFW8C*8O~Eo6FKzBnrW?06Bk@>!ol_?iC9q-D3zg zz_c{Mb7=^QkyLN*ZCR7@aF3+cu8b0A_(+b%xk0>@-suubpSgab<>|2BARkfaArT18 zU>nH8p&%)%Afw8O0}*fdKG_!d;50FgBam>5X1 zaBlfoJR3RCj>8Ld>AzyN*~HKS+|7}|H-2F3;LQn`01_%Gxj;H8i5#bO>sMT`Os)XjF1yJpnxjw1TVc^w2OP411lM^s_ty{vZjyz<#9DW2`vim z94u+f#I3CeH0G=fPIvo`0pO7Um{f@c5j8wMid+lshXr95=yUp6OKXeAw5cFl<4fkw z;qCbU)AT1zk|ax>C&sIYs+yU5L}b3LURC#WV}<|_;erc}xXhQqmjw}sW`G``2|!O* z^;XGM@Pp^6tobo&i zqSZz-(?-C6h2#1=lX9GS7CSU5VFKij1Yw;y5iHSDox1fG@wPZU@Z;n>I9ZcVL4!QX zNoTb2fc4ooU$z?_J>N(lG3%VHdW~FWI#2+BR8(3a6f0-P${M~?d_T^W0W9Y+Zbayq!At%^5&H& zOr&+DR<07|`RiH@F4C4oU#vX+j^k{*K6KfLDKNc!kz5x%s{7LAIp=%F#*IBr{n1Aj zTu>Me=hMZ`BnGO?r>BHg#(C_Q+tR6r$BX<#z<-zjLckf0=}J6-Pw-%3f4r>Af;!K0 zRnZ0jJH}B|2pi+;%Ea(o5@6ou{>d4tgp;K#WjRH?f2zJ-@Bb6yh2UcK;e2@isCGfQ zz4%Xhe?;sWn{~Qx@1C|G>pTzK!wv|aqP#Ti3!&5ajf#KdXvmkaz@*FdcJ7;}ctX}; z0HXpCN$^sWs0R395l%{%jjqiv&2K?ViMXbbb6ePp65xF7J&%^T)p}G%2Q(6V`Yi#r zs)EN{UIH3`GT@;W-4dElvP^G;TU*p`t0FoA3poL;Z z98iyyTwn#)ITvJ>=0&I1(T->uNd&Y>s{^xGl~;~4 z&_cLZ@nS=OGIFMgM<8doMQH9?qQE1Y2Z&PS#JHE2uBt4F2BktBgkxHTQ$l(QHl~(# z+B6J|Qj&#$Ra)5A04m-oRJRH(i4MLXbdt9A`wCFU0y__(sLXN$lRzn{WNl$ShgxMLe*I# z!N=gl3Y12)5E@re9AGC{*_=sCDp4rNiYVmonk7hF#aRd#;AnR??NHB>BeT#&QHkT! zIXeg>{KyCb6aZ&=Roz=90zh$wC1e#sMOFC3#-uI#Es3%a0!9VlK{a$dBOlULmX}dA zkAVgx#6$^MRTWVPnEYC>KTk-I?UsNUK^0KR4atKe7n%zeiHzcznD`_PZIxvS9}Tmk z5}fz-me>MUPfVzU3E>u}Mi5TH!emC`Knki_G*2Re00e{t%*cfL!5D<93`AG@fsQet z=oCI^_{tL0KMM9tp}HJ-5($$2qyDujqln<-LM{YA3&^Sbk6JL3R>h@&i68>V#RcJR zcjb;QQr~lUja$&_y0_YmJg^ct0I7(by0iD3Sy2>(f&dE@DsoN_Cvrw=(sj`+I0w$+ z1F;<0DAw>>lq5}H<9!gNOw0PPK!DxkJP-t>ksCxLcsUgiCqtI23Kb@oRm~{KfN}#_ zI{=IsBO#PBwW_%2O0S7amL#MT0~)}Q8NHGjxTVkMIWoW?pI#2?$_0RrfZ(!pF^&U|nXw`i6EK4T9Y$c;pgL7mCcz{K1VX~hbn{u>k!Ik` zlBAZxz^!<4gwK)Y5E+)Bn8a^$F0NHj0K`cWz^$+)Vj9*DjBWszRTT_?84I;449O}( zyW?;eSs{B%Mh55^K!U(rMdtpgxKOGD%n^mKBHA=2Gyzfwq;h00!Xl*1ad>VLKNC!# zH>9&dZGH;mYykA*UFuK`imK+L#=^w91V|zjL_v8Fqzx+XZ zE26A9vQlhP4j{N5;H1ZeXKFH65q>Y&oBvs006kb%fiL6{^f>t={k4jjg-MmMK)hfg zo>-W<1QKgo5P-2s6yD7jA{TUzE(icIoJ*6H^5g=j014J4nj$t5)3P!lV)}ltmz6!dvqlwKDKG($SzwrQ z-no#jM7#({wO~lvGvO@a1WGJ`(J8y)G4t?)9ul9@KTSJ<_SQk=0{N#Z3?qS!m?l0w z*)z^L7_R_CZE2FgnO!Yo%%S6{(jcoQ7GhFC5hok%3`vG@rl+8;gZc@uNw#veC@*yc zMoQ+^>hTNfEWvDC4Y7&PR>b3cU$~kjnNsJ#sFG?RUHGsKam2-s#cwOgZhzzD#9v{QB_oqcrYm- zB(QtNn1`POK=;0JBsfO&P9i!Y3HYMjvKw<~1LGryi6-}%2FcBSJP-v-`?9NrRm zH(%}omcHBYMCxlWYIB9(cgl?8J;$L4u=MC?(_5KYAR|Es6eMiisTj^1_}VYEECF+( zEF_EDn7VPP4=ll|Ty>Ww-pdngaeOKqey|uWf#IdS^<)VhX~9N;ey0 z7_BE_MdCpOC)Ga~*lp3m)4;wx&W|a%ps$2r5kYEV@MHbwT0c?yZIE7Ms zTAlt4mbShu4P}16pXaez6~s>$jLZMVwtr9T^6|gq{?}-qWBnKJCs_G7XN6tXM9`8i z%jay*B4uipe2xGE1U>=D&f!lR;oOewQ?||sqAk9KBPG*Zu^PcRV?aa@s4yqB00t>S zUpg{#PAT`{<#AiPE;@VA$fb zr_fhj7X`K9$3w=Gs53}qZyn5V5*8(NWu~l1Fr%g@d8Q0ph?j;O0T`Z+5Q#LZ>W3c= zqKD7p+_40coh!tTG%IB1yzTZPe7V=`kT}_noQp;>_Y7$t7!pMp%vwHbMU?_%PA6(zWcOjB?_F5nK7u45Cnj-s(wU1!7HFD zW+adyazy>W9(Gn}g=z*Fgg}raSf}|vW2Tz3lL$k_0EZO1zVz~Lj{!JDs41k;JU@Q< zwIeDNl2%m`WmU$>y#ux)$wEMsGV(or%zzn1D{xm%7HFCkxeNLRB*IPVbmMyjg}I+f zh^S5wLR&9EJPwKp)C!`i5Rr%hfB*`r0SSO0Bq1=R5;BD4b|)`#CpY1y$TMS{=Z?x+ zQ`2x-F$$2APQ*rESVpyefkLl(dR6 zpa>~T%D@Axns0DR!-0k>iI;RpM+8z_Ffg17DG3wGz&!&ODiSv!079w4thAU)5`Y{Q zk!T3RlOoMK0^zJ#Zo^L_R=7DmVkK;(W!yH%!^jatZ zObA3=Xz5v?x{BwpIfY48Gq5TViD!UU2k7h4tL%KxI5q~r$P{-7JQvNCua$iIVUeIj zOi>0A4ZDl%2Y|)00k$^x)on1Ih%H>O3!oqafSZ|Tx;j=iLM^ExB4HKOih`L~voH!E z5(0pT2nqq4Cdt>GXK`RH%OHx(cKAu4O^P9@W?6Y11IIuW%lVwSFDt_eu$DAr$qvB_ z zC_@Z{I0GCCpmAfN&?Q9@Vb-CFxF~DKj5yDx8Y16u2VR;MSDipc8taYwEuZQqwIP>< zc)`P-o3|VGzv;hCj0{=LxFlokj@M#CjV*pTnLrq^J>xoxvB_+CDs? z0xJ_L0@B?FV^)`#g`2dOKTDuH{u#HUuKiSwt4~v=o;P zCK)!a_NUWN+@I!8_o4JEFSnSstBFBnl)k4PO-S@}^jCU5QIo+ySe8p$o6+N(&rLrA zXpX9y2%2;|E1&aJs2AXCssvX5N&;~&v2%|s45~`poAp?oXAp&!4$^_sO&%kouI$Rc6R#Zh}P6Vrz;*to&`XoNCzHgJqPlFod(rTS&g`eMnVVgs7nX9F5_80e+<&SxEW5#B` zJpL{74(C=ti$g}GdA3GzN(_fcMzse2;Zsht$ph9AIAw{Z$Xc}KHOh9koi{t;rOYnxc+wZR|2HQxU9?< z891Nkn9ow3UQJfw4V)V^5Blx?ZrLb&`nZY9LVKJnhfB?9W zbh8v`m>7Y#f1Gs{=dAOH;SflK~e?G6N)8x|Bpb zIf2XlfISjHP^b2$+pB7CXDm6xzCnJc>(6!l1iX4YeGd1@j0vsB&s3sVLOK8@VJRZX zmwiMW#3wCsMMx2%Imh!d>#{L6xgYK$g+MF8hoKjYpcSYkVHRaf4{wJQ2XY{uNGyN= z6T!$XoRc}Z2qH6cjw4C91H+gxvy_;}(obr^7e60D#iYy%mNh-c!9WW&!G;hq9BZyz zS~#bTTo?l@E2<(1kO3*N<~D41Lee4#28Wzs$HCW(6s#stoHNrvson5lF};|huuE&A zaUK*W=z>M*1#L;sI32*9!tsd&NKw%dkHR;g?6TyxA;&!Tv)oa#j3s12^0j=Yq8XDA zd()Z@XvEytg)f_?r{fQ06q&*kg;|+5MPL}^0X1UXR%~bl1qmquz)X=?^{PT;_nh~v zDGic5VJz`SiaVSW#*o$-g+1!&jXo~7OYg)|1`6v7a;uE40wiAGo|%w|5RsW#3REPF z_@h-_2)xMpF&9upDkMHf8^#TUC^{2GRaH2I6nbVN@Ds8stBR0*K<|Mtvo6J408obH zO-Kk5(?Z`9qF@GwVSs43Cq%giB`Ng)&FoPv`2w;k%>&cwWcVQz31C3c_&5=6emEEisH!Ln5eW()L6`?XMFpcG2q*Y}G@e^s3qL?7@F&QhVt#=-NaqE+MW9z8 zVb>H0@maR%fXEE4+!z{jFNlJ%*y&h=RuPhoMj?!d*=Y+pXHEA_p-2x`%DVm#Ukk86 zh!#pAM>5#jM-*4^4`yhF#XpQrNYEN^TCoRCt1}po^#k%#+2=w6eHQIS0QFgy&vQS) zYh4<&nuH_B5QNE?@&{ix(#i@D39z0|Kq;+)DvT(=Fw6{3N+N39IxQC*VYy53uy1F! znM*Xp*4omzaGEJNgoN)|$@roY2_G5bnLxFJBS!)vKvrbf%!LV8><8kMxH=IPL4K+A zy#`ev{IC_55GbS0Wc5HW!QeDdnkcTgoRgJNTVh321_rh{85Sb$=^8N-4KUJAvxH?P zJP0}>5K3VLbi=ic53b^h#?=bL&HWTA;7Z6s3Wx**B2*>RIvY_H%z{~v0GdH8ms$oz z(MYs2N2QT2z4x2@Lm;}d6cJFdAmWmeqJ)G{$bgKN9MX_m#tRT41}F0*4?xJSfCTdx zy!O_*nSnxM(I=52kW@%jKwuGK3AjiorXhn$AbN5Z0ukZ3V{V!lRx(0LYPrnyn#+ed zM4*&lsiZ)Xmdu2Z1`L>$;St2RE_^%a4&Y{I7AS7W%ADM)?8V|M>+mr#H;}8e$o}*< zU{|CSBfyTT1H8ehLWe*n5X4HfLNIU)mmha7@yy{IDb1rhQ0242nkYAzSu;zJNK{Yo z0uT*AD?M{mm37J$u8M2HEy#d7kdO(%p{r-ab0nr06=VT6(B;zRgc$=Fm=T~5hS1`1 zQgVX}Po~FL+b2CA%oP|O>rAE`1dak(5E3K5HTp^PCkfB_UmZV^UvT?_*&%QU2t=c) zTnA25Rjal!id*Q4^h^x?NqTkTJp#MyngkO=qLo6I$k_JK%q{plT;!E(F(3@%P zBTmaElcrTcW=k+uAcu0G;Srft)s*>OqtyVMQE425&GyF{v0dTxAoP`Jp^RxZi~2g3 zhQb0xxM1b96S934vPJI$_3M(X%Qen1u@yu{_swE+9-2r~rr_6_gW2 zg$c;R{NpSHUKo}J4HX$qANB#;r5a<~5H3N};yfTHb*hdT*BN{!mv-qt4z)rYz15c& z;D$#EdecHiCTfV09BwrySFv&k9gH6U*8#aF5F0Iq;htD^G$U?_kbqtZnSh0ukpr?2 zuqqIRgoRtmqQ$GY0;Ewm9%s5w2Mbc$&$SPRInR$Q8F&bs`+WbB-@T5)4FPC@0y?ox zl1&brSF7n5kPJD9EBR$So-(FH(b}W&vx1|L(HapoNOeO@grZ6AvzB{O-h$>%RyX~HbeP7BI8>*(Ojhx}Tq7ka)0#Heg zf=h!7_VRTK@B7{?HXV>!h+4__Uhkd!2wCRG>D9$n8uCuoz(zH#h zQAKEw<#7(>U_im8X~(KrPUL;awW|y6VW%DDP{g6+RQs3KLTc zDiab4V7_#A^l(H2`az;uWx3VkTR@2r{oo>6;us5INvlXt%TLq| zq(NFtW-f#Yv#^+`kzNs>ZoRhxjyRn`i!vcmhdzTbprbPv&@u@MX;pAZw22e_iRVCs z$PDRG0LX|41cg`tfLVxXj)4^!3CUO}m53f^6#)n&`jI&*PGWAlgaOnH+FV{tTGFe5 z0bh#Vk(?3aM|>;66Aa)qMCDdI#}Ic_F#k!kJW&MTk%W!IdaTOlXDR z36w{G!9)tG#859OF6=et@T_z%R1_cp1O{>mt4TFcsxe;yTT%+IwEu!&%*Fvqh`{oL z*9k8U--8MJD>o30Ad_q}W+FlrP%$7DU^o`44Kxm?gaR6X#_&T#BY1ltcMf9UAZG@jm#oWB50gm zJ}eP|qFRYUG0%BdB7j09Kmjgb1bJA!f~^(1@&l-VU%f6b_H{|5a423ClYt_@4dr|9 zJ$N~dCu<3pA~AAxuu7=RNJ3KKRENpJmYhYzi|`o`0gOfdPnVcOPFDjJ)>Eiwhjt7SM4D@o(X={XRHsEA{>r#Okd#CZh#Di|ynle2lbVk!CwIh?{9Wk)OZ zh^4G^WrRi6R{Z&j-_P(zB#Ga8bjd0+tcL4LTAVikFoR}dFdI#^YvePBu)&+reLpQE4{0-KgNr3i1V{yaD=k=jd_kf@U)8U7!(^a9!=(!^A`X|JlxyxL+hOOVzM zO)N4aGJ&ZjLXad=g~vF-OrZMhLP9XTGhuj4k41`>8~wR)1G+mL2@{j}7_^_aa%WE2 zf+PG<`7s**lIhDomo%!A{Y~M-bOG9^{hbk`w5&m3fxDk11Ln2sZ3O=6%A3UnIdx5~?c znRpJHK@DXo$ruuayC*@YK=0HJXonBDCJm?W6&*-u z`FpG16H#VbMa)1dCK4b&->d;y$OK@W{TADcQ~UC9hjFJWs2+q!Oi5(inZl$<#eJ!KCXJvc_vb{$nF?!h z;~8!LuWN6xy{;rS<@k65`HRv;>#dKS^^0BRDG;`mS>_oqBG>jj7U7J%<4Ei|9jS6< zNvX6WW`s#r2FxP9FpPl(7|a+jj1q_|5kf&ol>(=`TY3Z$AOdfhMZpWS5ocmJWoo=z z<}f^!h2Xjk;U~b6bltxdY~vJ_i?13v6LxNbm$g)j1hN`YORPCMm}g0YDi4{+Ot82s z*G22a&#-v7f5<%Rhjb>limZ7Qd8>DZV`4M@LiE$nGc%%Qc%2bNBt!yoC=*a+`sheE zPNex*>Z-7D*ks^vu7W~Np`|Z8+>euDh$trVL~6a>h_*kWipsLC;B06c6WzLLA z;R%2sQHmbQ>Ws58Fn)+o!oo%KsPs6?Y0)e)4@5wck`KoUe$+Zs2nj2hp_Rkr%q4|s zvo79ITP(x_Ea$Wl2>D|=#U1ms{S&AWo;(s^qpqNmtPXbDG;BYggF#DZ&|sa6R0#&S zca3$SB!r3-IwXl=4J^MzRfH9sebq`LA|k*9fK0DM0Ng30kRmKH2|0@c@wDURh2YRM zj*|dpj-;)GDSKp$yi7@JTgaz~V7NNnOGO$n7*6+@NlYlPHs-`i8t00|!E+=F_w%0h z^qL{)(2OsYYk6C7hK(r7YEDqJCBAU`j&VoSDhgx=3IrFySk(?sQeylOgF%>;$nGpq zloQl}h@c=U5z|^r6EtZ_60tbu2%7nTcP41HQby))$&p$hG~oGj>PW8;_)~@ zr7sCm83pB0Rr!VRw8$S_!Gh@kmXOxduS=x+`|+G}hX5I|kbb;?WP*Y-W>s4Hq&O2= zrydQjg+BxT3aV;%Ksb141t_s8rInTo5kP=n?;VL_gRCm5f-+1)FoIJ+F_bj{#vGXis#K-JVOyaVC{YN=IYZ^S@O_h? z{%$di3c4uKIbl|fAV6KK5o(6dr~?e3I=9;hxHQq;po)T~4YOeh+V7RX@J~P|>2TeP zmb5F~J~Cxy$C|9AJslZh+umJfpfhn3RbK&gik*C#vGZUaL!AuGG9ZDOavSf9y za_j{yAkuQYY|k6A9oMgOJx8{hisF$unW}dof=o9Hvk5n?;hr&^%scg;RB2ll_y0uh zREe3CpoKF4reHp*TBa6jTQ0oZCdU}A`1dA%g!a2x^O=7QITyS@d$SRU=-7Gy5 z7J`7&{2Wn*EK4DkP*MS)2yG%)(L*(}d?s?XsDV*}&}cb6^Q3ey?4;O{Wh5StYLCQq zDg?r`?}4ZH{_gRd{{xn^Xf}_5dyr89MtIX1!zwKTAf4EeOP4pO1vHXMW!scL-g6%G zDkl*sAaNQX5eL*vw`1XkW$EGRHjb!HxpMIbJI_j7OkNBYDJQ8=xn93i%zR8Tq<}i1 zUANZhYlvGdSPPo?j%CWsyx>vbZR?l5ewlLJ`)LC1Ym=9Pee84286{?kZm`eu55)kK zrKpWHqQYHR+O5Jrz)TUCapw1mL-P019|Bqfp)QQ9`&;8jZ*x}mE($!)9M9by5=NSP zzM&t=g7{!cXh|1ILG_j9unemywRl7w6W+)3~3<2;aNrYg4AYRCQ!Q=T;IZ#u$|${4Z`sqlYF%z5pE$q4P{b zF*mN~rqhTAE$R8?`u5k&@)^T)$rf1QK1bS%b5dkEh;-%S@thUQ^;7x8B0>0v+buCz z6C~7nZyGqB=R8gjmA;~M1SlVA0w(E20;NEWUDoIX{Mf?sSs^!Ceg|BqsFXcy1Xpcf8ObT)&&qKqvkPy2uhS;=#62*^ckIE0}C+ZaA_PEBHq^v zM0@TP+?VUB`0pz*U;sWTo?#yqw&?Qyx}{~SQ;Afs42$C!{`~nT|G0mfc8G|A+DtzN zbIv$A49L)EOJ;fD={kq^p$dW+EZV!MS)KFP=f$3nkqKMBqO?3`6c92NHD+S>Du`^T zm{P;<{+qQ8`jtSC8Wuq@(t6BsyIz$cED)+g8l;^A7d1#o3oyarluFo8AEKItl}>`t zyQVbQ^~u{8Eyq|ayNwe%VqY=0^iJHAm&9q)t1+SgTEQeL77Fl)%mgTEZHd}}vnl{e zM3~p24pqnbmW@-8l>xaZ%*&?3p!6_~))hf29RP`>!Ys3(P*5;J`o5Rmkx_l^p&bM93kgylYukfzuC z3$#c97Xer?Gre*mHV6x)#!}R^WC`Dlg*(pF2x$in==oM18vQ3zHG zu7dC&uq+EGWwb5{N>K^OfjVJ5K{y|mQ*z_HQhC%bi4hDzFMhGMavv;bz%a02td1y! zm_PtbQ~MM3V?_>5xpQSDUd)2pJazsvhqde2C z^2i*6`Dm9D75r3t`{YlTr!LNw-yuGJf2G^+>&d#v$v+w^6=s#XY zT;^|Fe{+4#PR1>vjo;4|fpa<~w@$#P#>a~@wxKi|BjM_FjkSgP$xJ_y1&>2xs5V}% zUOI+DeRm2jT%nz$Z+&UEFYpHHemOoCn^ACYuwSlrrCMj$brKI{lVC+{6d3n7KINaF zw#2of!4Cb%FSEX!@xcG9Uhm$vIsX{ZsQsGTy_T1DJgXcLTSA-O0H@N2qcKP zg_i~$QIb+VZw`~N79mcpx)pti`gGuvxNXt_a>N9*TiriD{$Uzt1nf|F+~I z_e*@gJbt;JPkbD?taQtr2FNW+p~r(y{q*^t{@?HT?jx6IS7UzGIbc>+Uppat;EC*g zbC$>~fS=)WuG^i(p|9{N_HyLQpck$-{gG$ z&ewOiwxG>L<5ut*ydYj$d`kNdQa81yB8}((gW4O%9y>U`sPL=~lNp#`sxx%rp^Ld>E$3S_hK6=QTDZN8ww|m9#Gq$s<7G3a;{gq>t6XyW z&2${UhC*$hV_9XnExIi9OnNE)={{bfzxs+GC)@osvd3%A52#5*1*7$SSqNj@{@35P zx=vK@y;$Qk91e5l%Vm{MbgU5<#jTH8&NJsTKYjYNuJiszGHR)QT?p9j#?Rx~Szo`< zpaxx=`uqFOGfn=y$SwAh{NDHsO4|N7+rJ#gzxKoh+kx_Nd!2vyXJ1}pG@_sF{+)T6 zIuX7K2f=Z>o>&_!OSH%a^D5_sVuijg`QCr~>+rX@>5JYNnrD28r007EgkG>O54FG1 z$AI&a72l0c)jQKZBkpspdAXhV>6ra8_4ar!`#bpafbhQQ>mT^z`{_0pnF?MLr{jPX zwl@DNt)FGXzcPI%ISGqAG5r1bFf_q|;{g%Q7)Z-7#fGws)54JCaD$zjrIJqD&G}|4f@So;-C8Qe6;_rzsEu|KEb#ysh5M{-bTznMf?lJzWR42eaN@ze_21SV*X|Q z^87xzR22!&JnWiZ<}H8sUl@cqfKBa8i+50$g zrFrE&{CwWTt;3Z#m4j(my!bI7<8o~mWk2h2)@V>)=w=B4?knYm zc}~2894|s^*|~S!`|Wbjt5I$Au^k@mG1vGO#~HCeqdn#^q_vOV!L~L0?QL)P_P_gG ztop~lk57NQ|KZ#JEN-=QeZ2`Y4{Ftbt1f>YedPLvaMvAa{B-ai{>GmvzVr9{>+6Qk zar^sRV3E%+lD_zzdaw3+z5a0=;5mby+co5uzyAFFx1Z6T>~9Y35I(Hm*6;ihd|fWM zwhur5UT2YAj}LCJmPgEwFUnWcoUCxM_tBpJX{k5Q;p=s@ZFsEcJkO7R|G%BM+{x zVE>;UpLPEqy}m8^*P9)i9uYe{kM(kipWB1p7mQ>3Qy!1zDcAoVj+)=U-Pix{@i}8Y zKgYa5MjEySdwbORa>ws~&|hxt^v|>Y{d4=nP}A}C)8V{a6E8k;@G-6j(y=`rUw!Ch zWhWRTe_H3id=XwheW&c7&+TvD=0_zC`oN$6nYVwJ_N_kt_2X&NT`MCyAs@= z*#K@}&8AzNu*CXFF4h-ZTHETp|2psAUSBTTPZwVb->f(jr{=MYkM0jx#$(wBUcdGC z{mbRae^~U(4flNio1SB=itx4P`&y;7g>&H1_3;X8_-=V1B6~*@PG`8k*!Xzv4`JvF zj-#LZg`f#7AAjM?{%qeSJ#Gzizqf^shVuF{@y`eR`8#iKDzd&@QS|+{w{dxW{HFEG z^Hb&WY5iCz=JRL&oc-3wA?J48em^pg+LsIUQk+_!i?VTwEQy;M zw)D~9-FRPWZ|`sTeDJ2@wSDjKvDCkej?c4(Ven=B(&2Kx-^HFUaj{QR0%aAiK{|96cx`TcUIgcX5 zpI+rZKJpiXWegS6tx?1|K)ioy`+t1VpK#9UV%{Bf7L=HFpE_*Kzqcg-rk z(6_3$E>rY(kJ1Ofk@^C)JbsVK4l|oogD4Nk$%~x1eA^kIC+G*oM|<+8$)BpNk3Y=w={^z_y_)W{$Au+d0hG*g?>8DgX`Mk&)hqy zu8iDt5oXU2LPgl{f=Ddn^{hCtfE<`PF@-C@3X!D;P?5{RPj48wk}5#DCs#I@D~y&C)@m0Lq6#pps6r*Qf;rKnVW|)Tc?9Azn2ZV)uvL;HWna-S z34uT$HGz`~I7v(cIFPK+3!@;j3b1sXz(7?(x)(iBwY^^2%ZaDtP3sdW!Q$ARp-a3b zCAhoKAN6cPsLZQ$8qF%avLFxv3;uymk~cukY#7oIkjjZ%l!uQZ;3lG!hy_Vt2(VlH zNIOKa{{a6Y5|x+Fi4_GE2*8Tc0HJWNB1p`rj37cnjBuPWfJ~&As}PV1MTYegbXDR2ooTXf~eysl5x)WntKoEDNIXZ8~dz^O6hQ=nT-rFg_j=gSpPU< zGAV&nVr5HNlhGolA%Gw?$L5v6Bm|IDrLC1v5OUMj+077v#fi*)pJq)u##<#5urLuv zQU>#sHWkB#i zsfF6hC+?qSp%s$+tnJ^uosGUMegW@U1Q?{TkS{a8Q34@GPOH;#A8-s9fvqFtIE5jy z0H}u32n38(d7&H!QLwU~)*byKRj2LWFrQkdX0C8qpr2-otjfI@O)@1}O0}Q_&i93f zs%yBMZimf)rjrejG^ATrO#_JFOdcC!EgUfQ7=&5i`FLWoqfoHSOm{=zS{7TKfr%3^ zYZMJ?NTNt`wBMltA0dg@d*~YLN|#%I!UV5gg^-{O7cOBcq-P0vrn>_G0#Jegt=M8b z72(o103DG*0UfdOM2g;wD&TYsCz5r;apuT`MPaVzd%-f68%V;O6DUZbHEaR|#R-zr zM@br)C==GOIl&ywX7^Gc$%4#)uu2OU{Q2`bc1@ea0fJt{2@7Rig3bMjk+3egu1MQj z7ZDdy8&eu4SQQYqZMncsaoDbITcVxIOq-rBd~8_iXjTui84=Zw`1FKb=MHv&CjfyE zYS99`^co-pN=|T8oS7~S*G}d40@tQZC5?PCV&j&8;D+fxvSI)rn2k_)wU3jGMXo_F zkqyr9$I)4kH^hyrv$vXnsJyH@9~dc*v8-CZThgEX{j1o0^J_q6Pf!3rhAHw+{7dkk z9M2@n#GI1QOC-p5`lUT=!^<2g2=%$s*4y3Sd`#pgfH$_9Rep|#4Y$gip2TNcrCnZR zQ83iN_NT(T+uJ+>>$%Eel#-+p-lyp-IOnucBWnJ`z5ZHlYKOI%-RcPrsUXuYKvbsr;Egu zv&FpA{`c*8OY*5Y9sT)_mM6v)yx)4?^agDm${cz9$k^#S3O)aYRK(UV^~&zjUb=3Z z>{x*gfP#H3Pk0V?Z-UJktL3DeoWU5HRpB1zdzdMZCak2Ln-hU*y+4tWm>Gb)DlwTr zn^l5bP`9urk0*Oe18>9V73q{7$T)*XU?LaEIAG$vlO9=2vI>8B{k}A z?lZVhA`EIaPLDjzYMGkSqAHInfLL&5%yZG~+?kew9X+Cy=+PZ)_7hn`8%yFhWAs}D^IdB3K_1<0@9b7x01z~^^ zED%-eT|@~=z^P_t5J=}s11a)Z&*C2$PiI6T8rodr5s%0Im_CG}$;ou|{t5{hBq%}( zm62z_>_~`GMFmkceOd(zF2=vq8pSKrm9j$x$8_1 z+en(5V?v}cQF>-3iDGZmo2*?e43}yP-xd=eaPlIB7{>$gig+7#`aC;a7VZ`2)bizY z*^Nd~MsWgzw7^ja0O^_T5rH@vjVE9Nh%Q)5%$Yc|ZNWGC`eyoF1g`lL)K`bR+G{)h zCm8>0VR4ZdWRa;NGYi1q(*CG~0DlpthW{PXg||08Ie@@v0l7+B1PfzOyfD`R`D|oJ zb*AqWUF#DP1MHB=&=4bOFGPgR6t!cfWfoJbLI6|6^Lb91*jZq~6Y(spNQ^AYvZzF8 zRcZ-QQS71%DrsY(AG0F>H(D260`i`7XB5Pd^#Noa&bM}Hq?N^pLP_CT-Vl0h1p(w$ zXW=BM3}9jvB*{om5|qV|CR8$ec1`Mq>{V&Fh%XQ|xuSSMVDu;-kj2=DH|JR>032B} z(F=$nztp>C#AVLu|9X+ectJt|R3(L41 ztAvW6(ty!srWXQX{o~)<9Rr4t_ZHH;FoBB%uwgq(k+39vsbJ2*cCUkqAd`_5xHA6# z!yGwI1R`uGJwYdcbEYPNMFmp!ra*Amfy0+Va{zt;U5Oo`pqdrWGy)}|B8ticKo%fH zQhm;Xea?@vDFNtWsi$*i5m5$}xY#~Kj1VxI=q!YSq(VjPR186BIJp<0r&(Zuf=VJg z?vO$#5m=RthkzGQCAFMBM3OPmo)Ht$g)4E-KtUGfq>LuV(m$A_McQ6*5+-sKdEhh{ z1t;JG!Jq(g4b%V#u0{(Lf?*91nhGDQM3)vVM)l!;_V^!=isFg;BJh<+YU|IKKK&K@ z>Nwn{;<#RvUJFC7p}Ig zSftMF3kU|~XkY@t4hvl`eA}rBHh~JxNp3U|UC@9-j`syem%wlu8HFzG(-vevy83c) zM5$brwd1osdKPpF1bR;T;Sf7r5Q{s4vIRn+G{#GtJzt4LfC?qKmo{ll8q=fwu7<;N zFbb^OR5k6`*ZQt|Jh9C}in&m371RBj)vT(h%qn75Vl7-r3K%n$nPo}fBm_yMIv*cr zRjx}dRA`>#v`H+BT*#|P17zhg^DUe~*9t{Up6o&bnqtLk3 zz~6y%FUTy&h_qQF1?IWKe~G zDr3y1vR(SNW%!ZgtfByURt!pDM5TqGlu-n+OfeUP9#deU$G&-9c;iy^6gz1gmv(J@ z>3Zw3Q8IwYx-6GV$cbL7>p+d zLtRm-f93YWgbTVC9yV=y<-GkI4qV;@iC4%AWK}#jR&6~1P7^0H7#3b~civ~l^cj$V zHEl%3qRXkb?n?-|s7wKvvBrgZ+_K^&@--@;J`jfFZGk_b-Ay;Zmkz69hJUZ~+hTU8 zyQtvO0wDvIp0xRFmvKy&M_Zmv+S_>j%^mvRK3|vTDgDm=d`Zjko?L~K@_h`5QLSCt z^$L-=?-G-8Qf@!Kn4M`A7R0EW-A=4jmR=-DWp!GKt}j^3L_}OaxGEGR&=%km@KyB! z@jZ_x`K5ZZ^$GMPY06SavY%+Vux>~#aq6;4zhbrd^mE@KXKT6b`#ycJLf;Ts7<(s@ z=OAE%m+!$k#Y`oSE zp?z?70S`}WgBBe1E$__DJ%~B1EB1 z+DUqrGXY>kg#%Zvm@AsP5Qr4_bWNYd79tb-%X8B9wNdXG=zpnwwBu_#{ujl)2!*NDDcA(lPK(Qn` z5)m*1#pEhlex~^i`~i~-#6g&x)%^Ao-{-u4d>~-wZMr6CZ>J+{U-h!*^lv+|WJ#JPCdai@)y&-Y zAtIwPv#NU<#IOkvAi(#3hyh3t7_fUdRbADYm5~v9yStgG>RNK*#jYpN%OxuE|KC?m zm6eo;fHDvYwFn!o1W^WH1s>5q8(ZKI!i9B+q}`9_9oGM+;y07OCGZ$u3WmTP>Q}HY zTnWm6SXMbLN1!Nf7X+fDtb#HiV9`}L9+0ph67d@VLf#M?^3$QBpbBRKXS$~WB{Qp# zC^J+QLQqyp&JX+IqD9zF>`A_^h7RJf8OIg1^@7=RKbFL?hgW5BX4-j@3@I|DSO z3L-&OZZ+q$^C(QDkp1B}Nxh3BV>o9mQk~#0K(5jV$~}GN>6K9f?u+ok4I;~q)6QbY zu8f>M&*LGuGyqvuwJ%NX_A&f!@jJmz=?Kca6w_IqiUBLgff7Kl8k0gjYECX_Ac0jt zRk1L8KzZ0OE-y;sh%RQ#_5fo0>P1z zFpw%U%TCC#%ANJ_#qSKLIEiC`_%ymXDkCBw*TU5z?=${hxTfbK3WO*`1aO)pdTW+_HM1k{(?UD)&lvEQ%z+Ms1cmiefClE^Cve7j)d-Z$sTN>#eu<0(t*t=l9PeioRyPx)&>5?9Ww{GismujjlN(X9l{grhbSag=>*OuuDjk;;j$}6|um$43A&P@0pk17E%{pwJ+QuEDlJnzS6S9=1?7v ziB|dC@98;@3Y&O#$;P*!PY3>b!utZ$_P7>lPn zFSnoIV6yO<1{4?ORp>EcoXdvU7@e!+N6Miqkoa9XaX}SJ7Pa_cEtJ-)P~foG=O_S& z?-l0;pHi9%+4E!CQB_r1DM$*JA?LeoE!P`aIA7+*_DtJJS}#`HDNoixO;nUoro%dB zjpu26+Tyr=!uo>yZw~8%y%S=bPtRx=1XgrMIFtnmq{j;Ia%-1Y+y8fJ6X$(Sg&@eq z1E$H3C2mO{K%Bb+d9$M@nGFB3_%WkyHD@+QIo8Ic8b7)Lc9-fgNB6EM!uq z^h~RoK%b$~oFDId5M9^HtdEcR(R;h}>Xy%O+|3KtB>{Pm2( zMReu1_G6sS=ONU%I@%Gc?QEF+xk&l*c08zPR1kAymIX%Q^vIwYVXi7dEh5|_12D-G zrO z!|kK3GFv~TqH^V2REiq_Q8EE1<~hkz3WX5DMHdpZF{_GL(UY<^>cjqm0paBZMaoJF zhCcFnA}dn_L}U>%B2*dqQ351X$N&HU<^up!edX4gCKaA08Q_ryqhw|Nf6<@#Bv7^M{}`;#`Kj}x)@JK!Dj2z)`FY4?(qCGHLS7RQOShD3 z(pFe&4P-$jq*+jelG!p4i6RZ4T5pZJojD^ZV!fdjgVB$^b`lYbG%9RJvplmf%YlIu zPzZ-1CV+VYBo=qzDgu9N2wxiA$T0G#SW{Akg|c}KfGW%aC&aJVV&ji1~I`g0`m{w|)o|x4;oZ1MfGBAwNA)~N? zDB2PrNt8(%tdN;dX`)Dwq=p)0CtxyYWHH_d3iC%2Gc&z70*iHt#OYE+tq8No9WpgCR*n!i*}+A~uMkqWBL> zH~>{)W)c=67N|oNLJ?F&6+kkR+>M)PuOH0!L=e%oHV{0mazQnnmW-l>*Si!yQaGH>OUwyC5G?(am6rRN{~hXIiT+NVK>&-7IZ%0BE;&w{gn`2BApNWg+kVI8@o zuUHG?lK@&_Rj(2Qn$*4g)6!On##Wqew4acX#QE}i8PAx{J?-zUqh4)U*QGrH9^?4P z@w;deU^rWbBOL7(h%%!R!x4iarBX;LDHCSFG;-Hhh=w!SS+u}STGR?at%AdpMkD`$&$*fs2H9$D(t%di-?>r`2m%U z1^Rl#HU=y|C2dMa8VIroyC6YfzcjCoTXG%}-1ur`LHN4N@RFC5-th+Y{wH zY&_3~<08B=71I9r3v4gP_4b~tp1bNI;%L9uxc1hnavVoQQ0vSsDod73CRl`EY20vR zo;Jk!y%IbPG8hG6sVu@R=3l*a0t8G1c8H2t&M4TCtr@q}R=q$e`I`Lw_>n-8KyuKv z-3Vli;rN7_ea=kqTbrM+03Ue1ze7?6Du+_SpmGtKT_ls*+E~&pEhVrqBp3&gAQAyp z6jou)sx*#RtEtjJw?@2OD%d_E#>fom105Ow0Du5VL_t&n0IaYCFo3XmKG0tTCz8#v zXVGor-l{G2i0~sQk!Cc=@`3=bf=SZ*a)Htsm*ySkF`VGG6@Nws3WaJARIm`ej>pFk za!`U~D57e@QmjKCL=QWB>~G*cy}4hm*XmnaTS2VD>6l6CET-g0ZQUqU=RA-5QMO3C z%BwE_rN;kuzyF`^{|of5v?f7zJq@>_2?CawzzA3l;N;VQQjB^e52G2aNa=OIQAA98 zPMxJDY}Cx7+=KwavfLBYnF|{#yJtrgMG$wWfcmiowf&%lJrv|*B`7NXwzk`7O|UJ5 z7?X*{fH5&c)_l--PyG_|GO2R8M!z2OWB%^^`LuRU+{Ks08#;P?Yw^~oH-rIZ0{P`q z{q{)y`uFvHL=7aLXlBz&P;?3C=hllw4|B?2zjAG*kB94}_n&kAeU7ZUN&ku)#Cg58 zk9_7#*vA~JtbSzn9V8T4}HUe0y!yfa)ZW|jekFYE0sG;x2uOuk+3XW{n#^65Dv zll0m`IWo8dmu5hM=-vBw;)3VbHeLNKS3}$2(wDLvr#ED{pH{I@y}PLZ5mZ+1y=@B{ z&Z7$N!D2<4Mb0zujOAD_OxbY@Lf6$~mPXMWZDM`OOn~g-D+9v>kMamq!qg%Fj)1~a zg1nny$d12n9b?uwE*&DDS<7~D-xWe+7A&ew`e!l7jpsuEO!5;Wg;)r=Rl(&<7n!=wW%bHd*r&JW0V09~(g^YNAEhqU zrQc%*(M%;y0m&SSP+{wK7Q97F;T1KEo>dFM_5IUATc>sFs&tq}#o@zYj$4!9w%Y)k zSA;9{O8!009|~|H4FJH}3R+>c)*?n`q97vvAa!S2aFr$6tfD4@jZsvjow14xq|*

xsEDOyo(aLU7ETnGnP32*DuS$J<}3Nfe^o!cP;`*UL8ZNl1X0%K0N&oQlq+PzZ=c1q=WP zg$Y%!jaq;s1X3YYB^D5aoG#%aMqNu^8ZpKK4q(rTfl|$p4HK}kwHtRb*N!61D0Z?Zp9g9CsETX@sswYv+1mK|<4FiV7RKL^24sn&G9aN<3hOCm|?- zwBVXRkdqvm6|m+CtJBjyEXKkcwPnt8*4{5wwFR63&WV&j)8&}gP2x-~ZiQ4CQGf*{ zguUnjwP!|nBsjH&+f@Q)AVE=`MDjy{Q6y2V`9Df`Z2!*n?Hs>meGk4I{?fJv{)Ac5 zms(cK9Heu{+l)$LoNS~(m@4NWLeCUIYRuY=!(3;|$jmW7TQsFEIGlfA_B|Y)EC_`a zR(`-~3`AkTPp0%p0&a5U2nvL%{{AjeFJL&=IoJNt`dX^cAkXs%NNyz3Afa+lX5m5H zfLg^$v`KN4BOH=NS(=al0z_Slm?E!4=;x2@LR+pQvI2ejcN4{R$ z$Jl+0MqE|rJTuM_N!w3RnK`NmK@kLl!b3KUNI)1+Mzm-vIYUw#C^7=Av_Mf6Gy&># z!ELv2XhlGs>3Tg%A3i>HQ^F+~sAjnh)>Oc4PLxy^p3*1P@T_<|P8$D4eaM7bU4 zN1X1-y6UA+YGxz8T-Lhu`Sx^T01gt8LV}<)h{D+N0^-tARSC4tSr7owxAV~Lp(wJ1h>Oby4%#6yO znGsYdKulWi--%eWN)`30D|0p+QGOHv{BR_+Yt~3KREk_r#fdctORnqdYc<;^wK~u% zD~p3xsj3`jxG`3N6u0w%`=d76ENE0V_^HX2`8DgAbOi1ZgTUF9it)fg%W*_j04M1^ zHXnYOzZ>}Rr?2z(`eJsufB4IvAkdBxSv;e4J#wDYOIL55CpC}oe1bDy1a3L6bAQg~ zd+}dz{U@kTLI0Y|zvSajn$nu)^k8Moa=Yk{z38k_ESZpZpQn-h9(<)(yC+57*-!L9 zMBf&p7Y4433?F0&KbGIQ6*HFC`92?Kv2edM(8QWg;FpeXbij-7q|rTgIYv)|zxdnGsOYSui}^+tROuT46R2P@A-cZO`+0;tZw5 zRTh+W#2Ai_8G<_uOLRo-B_S;k#5Oe(lPLKvf*!>Dm+u9J-5) z&Mp=WNeaqNwBtC1v`cpnZsI^yKHUZsQaNB#l!cmrAIAQHMUYihfKcIi2DsrlP(VowY9&YMbA7&nCdoyF2{~pEKn>;b?83xrCKJ`(oi&Ecdd90^ujPQXNZ z+1j_i^-Wm`D%||XNDm4CKMxJxOo_pno+t^KXHL$Tn2=eOKun@o42{^*rhSwfaJ0ru z3(z0dw`W2Dgr|8VQmcXrz};~ryBJ_J!>IRl)P}@mL3HLR#JtzbU=s7lLmYkFv^n#RTFZ^g%Ew z7erD4s2}$xU>vNMSp)%L?qN_YNQmSHWR$Z|t(Ho}aEMbj4JX;Eu63(oc<)jMOYDV2t;s<^ek|8itser%J83K_JKAb285P={8i$S-P z85x+X002L$o;9y0yR)NYx&tKBLbMb#-CnRq$(~-GS%6380bWo94T~X!sTGiMhM*oh z5dvh^1Pl=%B#(pfmGdaeR*8O6BnkjzZ!O9^r?db9sH(s;n=`VvS|oz~3{GQcA}|pG zJi!S9p(KMH81!l1+nkKa)iN0astX0p=MeCW;36)h0<1uw%BUEO zfpRj9fw>=sE)til#W;wN!IU#5pe)4;R%N1HSL06aA+&l#w>ZiDfd z6(=vxzXh|g5D*XoWmmq*MV~;G2trJmV9ALsSH0V_!P$?}0ZT+pqpS%9WlEhNjl{o}9KnyM0<(uLead6BwQ|_W3;W zah}sd(0XPS)m^R?g)-`#iK8gFOazu z%E=yumB;@SNE{O9)MXMwT=*&@=k@EfAVm*Ik7^QYS*Zt zi%9&AwZ^&%(AU#4Y`{fMIv#$rb5>m4XxS1U`3ujQ`$~x55-U z)&!#N`PDc=YSJ zeNq0iViZ1-KSZLiGCV4;&V><>d(A;@>qUe(ypv;WNtbB4W3< ze6D?2fF01Z;iWHSl22fXSEz8yIJea`%l(*=8~_LV{7!03^_*{T{~OnK;6gz| zNNsh$E7WhEEK%%*Laa$bvLN;IdhQtQb_r&;Oj049^VH==+z=(gts=_E3!+kIm({T+ zJQ1ekBECc%5T~|68{ve3m=1RIcpzY_I%7moN)IHag$nV?tx5HUkUC60cCsv5NVGya{GGLO63`?sHnAHCW~amltPh zEFDfCC*$m5s~@x{SxIZ0IL=Ndt?3I#yR0KBE0TCbPRr}EOvEaPa?S!msH({HXmKxC zhqmG%f?lL06@^WZJIGRHj$&paRjLFXIhhlePtldMiQP5_37eI^&l?=3DP41!7mH9 zvW8TIUIhUe0TZh*B}P4@IY3RULYdqhBJ0H3u%O73Ao*+QEjGBo;gv>%dVvxr7NQ{E zuOPGdSv7wEQ6cfb{4TjS#H0nv2uqous_Z->>mkaS+yP!0R;tU8)i{zdDG-a9jAJm# z<@);92dEwmoly$KvLYBkA8ch~n+1zbr2~S7^O?^HSp<>=P^GM*npFiG$xs*xO*)Vc zK!y0}ykv=6nL7rQ6#Zbsrm}g`Sql*xp)r!svJBbLQzCm3hFAeQ06>F=Np4jfNGX}> zS?0$n?ue+xQfboz6FP6(c(xJ!IhRqGWL>RqbtN`7BTo?~+RE`+IEky#S+g;c2m@d^ zRVC@5CqqsNCf+l+LTK55G{W4{ zs#f_{(dM}Bh$nsn9XKy_e_1a7Y9xiFi9W+SGm{>QjhUv+;gdKSsp}#n4CHzV zdBZ5CtrGx!6vB*oMnnfHfS8ihfB+;Mmt`%rgb9d9Re*q)jG0x0?8GThVjvDN0XHn9 zf~u-w1`&eF%v#za?vC1No5Yw9 zbS{#uLuSBfbFRtVin2^F8f7v#6rv_#U|ZV1%;yv5*KN7^e9iRS{@Gi6%=?9uX81XM zdzq}KTZ6XBoPvYujB+RdGN5AK+KbhhQJ!f9hDf?FZ!>=tpS&M!PI7mIiEt9ExDl}f zKBKId+lI>*(5pOu?TTqwvz#E$0)Y$W{PSL;!*C55NM~voGPRV z`SAf?`_fxy&5y@9?|s73xE9%+&Y5$bkRwH#iV&d1+P|L1hxu4>l`7orf^l6kYE8iN z+#loEwwriQB+{k9n~2vu5M3G?+bo~(cD4Tsv=A=h6Qu&3Q#vy^cv=-zW(7td7Ai~8 zPk9F2&npC6;M8N*EXaB1EiSNatg-Se#5^9X`%#@<-^2)eA$Y_Or zc?sXmpqpkXEnSc?++l{O++Jm}z5iC3Pnp0|&DI42Q!os~ORu*ZHbu@shbhOz?@7HGi1MR;X?I__!9 zQy#*Jc2n$XNlFgH0}F+xIC{fl(78z`*X>+m)8YvU(T0!`&RYAo4nBV zruroRW* z*pc4GgIDuJhu)X zMmX&`(zmTigWB(0Vz)13jXm489@jb$rCs&7wQs+9N5G9e*NIg9)R&z;;j?v~6#1jk z#|T#%M?+TZS+|Hkq6dwe1O zWaqT^-?>-vr3UBDD8~)w?(vYLtG&M2Zt)Pf4YFKp4&7e5{AZ5Cp0vdm|NNKhb)jAM z$3adngYurSANbQ}AR*C43xGs5k9LO4*Lv8#67#y`x&w)-_L1TndHS&F7M#6F$JC6| z-+KQil3w@#@K!Gkdf?v}LVk4hXGA2HEIB*du#i@bpb6L7qNyaUr6)a7gaz57o3RH^ z7UswjjD0@vwg_&h4C`%Tbp09Q@Xo=K@aZ^L-=oV$HHH9GtPi|YN9#C#`*hyz^NS-o zL2w1i2qbEam)x1L+iNqy&&Me^$7`3iULW(=XCe09K$S@d5+L-EiNUJgg&io2Hqa`>CKJ zL_i5OY_`~qJ@isUz3`Hq1FUL!S*Wz}>VA0EIUX05wybHr$SPp^d>&_q(C{cQ_*@Z% zL?X;lp5!h8yIiU)!U!^E5}<@Pn8Q0z({=4lib5rZ?^U(SPp1STA{W)~haUyidm9H> zIxN*ThIG510BJy$zchHI4Hz*4u|%PekTSyE&i43);a!*apobyMBFvv5x5Xcme^q|P z`4hX4e(Z4oe!2QyV*-d`E7qgDFm#oAKS2=)A&aUi2vZr`v+RiD+7Xzarx(gpDvZk} zXg36C>$h;S_!;06-*y;(uL`FC5^g<{#X5`3+c}>cr`I5wz?LMlV($v5Fkn_pW>i%l z^L#wprGsA=bts9k%p*P4*_KN$k(oFZ3k6Rq!>X>I@gE<--={rc-na=OO~-=%lqb6{ z#n^bP>=iObvvxQE5HTeDM_n+$!_pP;005yz0EG`ToX1zcDF|A~Jb?lLK#DOCKezbU z^KrH*9TSSVX%M+HhWBjD>l%d#0pdY~cW_SwWG8W{Y+mJYAAf@WS5k!fC-+CfKMQm{ z|M>Y||BoixML=Kz7J?!(wR1Ti6C#)EZI!KNo)etfdhvUX#2=O8s`3IT>}F#M1FKd* z4JZ%b0xGBug^6L{hUUbr-L|@({O^#@!c!EfG?N%;;RQlKlz@MrlLD+D5jYqaH_^{k z=q^y7vNmeW+&(ciMimG+Kj?9M^4ll>3F|LV+l(7k=R5)4uu(0W;39N~_=fe=wwbg? zAIIgv?uO+;puL2E0&!1#!uHgl`|FqI(%R!x?qmJgzi)xj;UB>+K!?R)A=P2X^YZae znJ|}8FJMRjU6!;EeqU{pDL+-8huGd*;YuNR1;O}(&--TWP#CaS1Ww!+< ze?~oMjc67vlNeDc8#$c?C)^J@_R!3w!}^Urwsu`z+BiE7t|!dA;L7*k zG`}f-6oc!h*)A?;fzSQw+L0cFBXV84q z8ND5b+CGWyhmSx4K^2D3iLyfu+>;^f%*U}hw9JBXf!AkMRiL$uEkTSDTD6;g9JgnD zlM1)-%jNR7zXLtGy+J(^30JJ`?Vi8RN})>({~G_M^MRfP>{!_oJB*xP&n;}YRJ`1L zeVrg!wzgE;c9REOj^)J`k|j1h)_mW<*EN&jc(C|?TI#Kd4L-LIKSY&f}HD3XdTR5DFe0lj3%K4zno3^nS@!!>cTcdisWRc3TD)@}5RhQ4RxIh0JfK2$~4*w8)#dfS{P6=b_70;v;6&YR`3-K5&u_QO(A4%utcG6T|1Cuk-S#wXlzM38|8z#>?1eAL#O7?RQxupa&BomaRoMb`z(;p3T<{+a6eZ_BrTnZ7@kRknH@ zZ+%-$^*mhPYk88yV)?i{zWt%ep{qvG9 zKd~h@m!CG$3%o0j*T65o-M(xHbUcPr-u^FBf0@tYs=Iw2uyCgWg0U>|=`|YI`JGO^ zy#3zjW6}Ha@vG(gel>_Ef4t3Q>>XG?eVP~k_cMPREB$dGyZ=r7pSji{x4Yu-&o=sa z{V&g^?=%kJhX1g@FIZ&$2+Ke0FYWDl`uDmv`n0Bu`EQTs3U&LxewIJs{C<2Yy8Zds zTrA5>3~|K85ue~SM?V3o+s zD+JxY#s1xU9IO2Gr(7=o!1l=>l|17%AD81}^MCsNGyMKlc4CNc&+|9@HonYnv|i!= zQEft-+`n4ggaIDEUC-k-e|en80|Bp}3yJA*-v57_j`hR3zIyv={k0em`xt8Y$1neG z&kvgSwc^v|Ec9o-*kyh4ng9F8=6LJZcGUS7J|9c=;B`ZtbpkwCrz}$Z`Sd@%AOG+P3PjJE%6g-=?bGs2{A>~XKHj73vhYeB4~gTnN31YEUp}t1FHh-*$T;!qgl)HW z4n*TC$hBCHW9X(6!~)W)VL*=k*(^u@bWj=kf^c!-iS9l)AKNuAw-1y9`y3?a_9Z@l z@=wp@FCGsTQV}#%uLe{WA8=h)1(C4;pRsJEfLHj!aQ*4c1)^bdpB2qzE9S^PCdH>k07P^L>f=33M&NKuC-T{P=Y#z0{RVEglBn6rVRp!=H5f z40<^Wy_j(k7n!ozM_q0oyiM<$-{`v@XX0nOS+jkcvEt&$h(r23uJStP>(i#+tjswJdj9^d_o(E@fmKP&)&}IWX~0Mk-@z6tcqu+mhnw)@p{Ou^4Hbi3amAFw#EL}i+sA(oli$Ep$pM#R1f4}vY*}(pD+_^_5Nadt89E? z)&C7i6V3v!Ix7FB@Ll7{w+kT_G8a)ocnkzb9VhP-Ac&EGaa7r?n#I0ur9Xhah$U{2 z6(VSkfJ&eQ44#y!1g%k(L$sq^qLQ9Zf(mRjDsIfzC_1AUMWIbz2~aM0%N{0YG64uA zHDtBqr{S}G+8mhJmwGW6%jIFWA37j8v-%v zd0kaD@XAbK0%}p4l}_&ybS7m9gD5gu<&hxlXb@3J8G;~G;daJ)OGG5{h=59ABdpdW z5vc@$bJc2{s@Yt>{{xjP3)096V1 z;tI4BGfGN( zawV)}JLaP`>H4{*)bW(K2fBoJ#%0rmL5_Rc6Pm3Fke=mGQ!yHl7{WM~o)E?THU|Gvgijyl5 znRF@cmX-3Z`U=s(tl?}zjxwA&d=zJp%-jlos@#U%r~P%!Kd=MN5P-&tOkA``gX45| z;|Ua9+htk1HWtNv&)gvnn09;^)HZfP)s0 zOSMb;e4&n<%6BTCq z%h~}>KRqWVncJAQA7O(aq>-%53eA`mfDnK(i9m(Yrw<#1vzTdNRKh~7pa=^tYPVY~ zid8odMjk{SMuLfTytDGBJgmxWLHSiatQ!y;mSoT8C4RH zuret?OX68|*hD2{rom+4Ji?MgmoHJCwnv;0#n_2jA$Y}J$BfJ$7(uEcKo5UB=kqYE z6bOa{#|nmMOz-c3BKfj9BkqCgE4_XdzS#S>A<#d)46`^7JNDyvjCqb+re`A8<(AuJ zmc%pR#HMc-`AqT(FeU%q>YSRq3tWKUoP7vVh3#6zG^FtTqka| zQ$27_JExg5z)fkvLH>;GHkRe?QAcgmOLRu&b0AwFM?pY3`i#U{u6%>}O*nPgST=e9 z|9)abE$~{)`SBQO0}Bu?v{cZ;64~>neC?3L&WKRpeFK=AZM)NoI6$%B4?gZO{~CSy$W_L}`O zkFA{_d(MFYl{t2dDGgCG%n#{97DpYFwxXM&toFITb825#S>Q;S292s7HXOMbOqz!kfl+4RBG;iLD5E4LwNTqB%Y)&Vy2CRjYVPPI|rWo2g z&38HO_}Jq-stO5k_C2f`vyvbd;aPR4_~pfH)OifQ@9LwsGc+O`{ixyK;U2@W7-db= zmrY;BLT~QJ$zT+-&wNQ;X_wgIF!J=@W=G_5Bw)r_sI950kiZDE(iEThx>|7$AUcenlg=21=dAM$ z7*LyN$Ap+RJ#1+N>x0LjF(A#W00|S_a@0gwP&x=PV{6s4gbI!;!Yb{C(u-*mxnV6~ zcLZE17EFa`H900_F8Vx&01{RL1OXr@(#kD}SVfyk2AY%4!b*bZN0&|U>q@`0`ovyR z)9vk%?-12lJ99%){sD0IQ-47bi?rYwi(vz82H12;H7v<2$OJ&aMR~dRy|$B<186`F zG{+-#LSrPc4slIi#*V%h?fd-Tl@VJdS4PBP;{dP5UGrgcOt-860%Z^iNJlL~CSU}h ziV8}TG||O-zX`WWo=G#wN)S8DBQYBi6<cNCS8p%R^Tjs2#F9P$5{g@r0~7)C!jxr7T{YJ5N*;`#?eF7sHb)o1P5@HlKm6& zio^s6>0n0#zqI1z)$?!1xkog?iz*NqRIn=MiE)B^c%&CrBkVk=aH-Nrii#o!HCA7D zD`YQrB48oqA}}b%FN_V5p%9T9DkEW%wv47mKvgXu+;^$DG(2y`K~ho|nu=jim2jE) zjLfKT0AK}{i1MgbO$jiq+z5We@-dJ^1etzxj)gfbAyY^QdYfl6QwU@rA}rz{?WUan zp}H)pVgRXX$b)nNXddK-b6BMd!J<-tX2}Vi1gm-60>4(wh>5gSU858kA~gL%>$}V* zWhAEq&O!voT0Gu7Pp{!&mQ{#E2$a*ICSfoNgFtaIxN;>S;+}9s?p9}(2V^8lhkZgg zDzp~7cpVnI%0QuT51J$_j9F}jfi1SSRCY*+sL2?`z!G{OtEwcy^s>pA(us+~&m`s~ z2!d2dliINjd;LO}=X^iIH!dZ5R87y%zF0~|P)0E!I1(VZr2di^#aKiH(3uECtI=Y4 zXjBnMKxR23MpDS;q!rE?%uGa%nGn-Jh>#eVBfx!T6ks)BKrc9ufM_BT)dIN`yaAa~ zLLt@+sE~L{y(BquAVaEGX7Y$>SO#;%Z0KuKVVdVGwAO%Sfy}A^z)FXV%=8-Gt9}TN zX$tL?C)HEvY07|{^kZdbj^RWMEI^cm6@Z|ukp%?>rMO`V;*W4F5m0bpg)fV+3U;Iq zp@Z?@YJy)LmnmmVw^Wq1F9YGQlWS12k^oY6&zM=R4D0HXxW0uK%}XXZy$cfZPZq@m ztfE3y<>pxDN@X+=G>Ho+2?3ZBa1_{`h`a&`fw+jhCeY*=kx)*gix6Q!;b35$Bq@oD zBNszLU?W7}{3oCEW8$c=hCK4=1|Bl2CXp^v1imNhw&W&|ln1Jm7C`g~~Rn^vth=5QuqFsOlk5!J3 z_9gqLj#sbU_On$sSQRjTu-cut1fw`YTZrm6%>{BzS`wr1!EiL%JHI@)^ZZtHF1;x> zFtRg&$ALpa8aqt@rx=fd9aUwvLLUAE{=W53l&>*H#ed@}#EPsqF|;jf6Ru1UOQ^#1 z%3|OQr=s3<7TW~RtTKYpRv>9(CVubza$NNU7J&-~V_EVuT@RWCbjq9Hj% zMR~ZpEYy%6`{PiSm9pZTNqNJ_w7cYE0nDr@CqWWwkyO=<9(tPMglvXi3$`;xMl>2Q zIQNz=ur1ZQydX1f%C)(lkOwNFlxI$`MzKtW@}rz&k=xY|n`2)ZzCG!(<=T%0EsCN9 zX#=`MyfdYihwpldFjn!*I;cb8VcfKy=aDelvf}Zy{&x@c>Jj;aks&3B1U3O|o*#8Q zxF4t+xN$)kckY#boafBB%m?+oH$Pt{FSv9H;SV_L1^g1I;FmNh(o(50PTsiP(SP`mxZotkPkZ^;gArq zG`*v+6uTQhWeuof=Hv1k+Vput*X!V)+j1rPAF+Q(wniFhP>_(xl}y#Rm&`e<20B(G z0y8K&It~OQj7&EVPXN}^F7`+W0u*f>TcVtm>FvGaa@5rvL5#~Qa8!HRL&Y-+fJM6s zW#pJ(5$&sY3dC^I>rd;ltPT-Kj>eH~%+yifc0IvDMY{#&X;_988&yd~~?ZYc}ey`81miV!!{urv9dUt(DfkLfvl zQjuV}|%Y&P;!V$-cI$wTrS(nEL=C8%)Z0(%=x_I;J9P60h0;($5uiVt~ zcpiR{bK&)4ar-vOH-16qgbzU!{5(dcXKTxHU8~LKvESWCOuB3nrvqUH5;2NEUqA?! zSRc{tju77btS$MX1#3?#4IDJsW2oVF~KCP%9HAGK7mybb-fn*;ivhx zvLU`@hA>v9MONV$7D``Xtz#tbyfQ#Oi>f#7+g)*a`d2rAw)~$97ef>+_iv4zc9<&}P)I0Hf*DRumX8@Lf7+ z8N`kyBC7}oxwKh?44zR@*qfHuIE@7xa5%&~{RlKkN#pWqm;?jLv*pSWGZS;?{G+xD z>D}sk=04}0>#;5~?VubgMSuwvRY{OaiBbf>rA&>GFfa}5sPnUkP-&bdW^0S3yyoL_ zX(&bnq!38wgg`VA|2RT{0<1EF7?2a#gBf+(y09}W`QpC6}T8K^y zys5}4ib;_Z5YLRGAYk>3fIw=xZiEV&P*2UhaH$l?$Vz1-Vgg>S?*c!V)R30$m5D@L z^0)+U0~Iweq8kW^jfk&IjgiVnrcsy{_Hr|u?uI48h=@=KD1gLEIc5N0RZ&KO8>Sil zBE&+c(IYbpxWQ7&qf~LEAaxb} zsP8SaaA6VxR904BRvyofkzy_+itVL}GB1cX*blC@?=0 zo=Lx1epW&j0mK;&X)H|y3lU%|2*5zDAN*%bTMDygLM2p?BO`JH>IF?`UJ5bUOOS*i zTZE;EEI<1I|pLRe1s>CWP;9@G`AOPJ2SSm0R6N#__EDZ@uRgo%$NVvS! zoGl7FWMo9fQ;I1YBC_YBeE^{cQVAASq(_!PE`kVzUU_Pj1SxbW%yv)(3nC1+)3g2q zHAr6)1R^1k35n z*$)8bQcowKfHVpKh?+@Wg@q6hD2af?7F5WriBJqcQR#^^F>eb%P$mOHW~PHrMlg;j z^=e^Q5LLpwA&4+z7QzS z(lE;MA4k_`QeiD^2NS@hNLxd!LkL9z319>KJ7vPj6<~4>hVsN!e{io*g=0;3h>0>$ zvtXuElmJx~mRHUpc`~;uu3~B|+*5-jay+vt41|SW1N85S=U95gh*_xj1mz*Q7jR| zwe!q2oEP!l9I5tUABTS}SGpYh>VNYx{?0Kj9IeHXDslNQf+GL5zkS5Q{u(W*Q;@iSQL>IRpR?6gbzM%(zf{>*#

vSq9!J*Le%1sU_2WwJbHsc2)WIsC|hA;qmw&U{eCw9Grn4*NLhzlz9*7_2{ z(WIRd*_Teh2r7kr&*7PU0|1RP)1gbJg+KB!`!HN03u5mGg=BO|UO}1->sY9$B-*#~1lo@BtmO(uje3U)*$(2k@>f!VBfE%yw= za?FY4K#6A2S86XXdS*sF!JiQXdbw_w)9S;gK~niB3sAxp`TMHciYk4MQE0_TJP!Y3 z6etfNq>$D=ZI^Sj2Y(nRW)wP9m1h;^nf022Q0|fL5Dc9Y*U8R&<~(NI5hmb`mL8oC zk~W_S-dKS;1*b;>8q3+Gg^NY_@j*TW2xR3(*H17fVzs7?365#=nZv&PbSbH4J~6zt zwuq(&2=~`T_kE7N3WyL{pqvnw-Vz+=#0(k(5Q{*Y)bZNS-&XpcuGf9}8q~DjZ}~s| z9WLmTXk*#Xmx3+I$NZq#7ybh_Kjs^_ZGF9n!?Skxczwl}UnrJ%pXdI5Rz6pi%i6b2 zG@$$N`#I0qdn|f8nieLbtGXpvfcYby{Iw-8gu$836LgEVS>o>ps$4}K;hg7w*r|Av zwY>$c%ACoJ*r31~S2J%7GOmVSRX@7_M)o(8!){;P_i*?bn7xC ze#bm4_2W#e;wwy>=d`Yk5g^MaHrk0WS%$DH2mw@(nMYG*0KqIqC!!=*3lgALL8Y<4%B6W8hT*+JsV^eL z65bM@X1ewa2ITOv5s<0L>-fF(cf{umj)d$hts7>+Jh@e#C&Y+&ICIelikl6n!ep3v zMzO90JjVn8s4Sn5z%wJWc%h~J|7rS@Wm%Ra%M#n%h={71o#r<0xrcj3WJXpdssIp> zAi@;?KgR%*0-~y-bNAQW<{UFqRT1F^gPZvaN@Qfr!h5gv_IBi=$;w%^RLICUw9;Bu zZS(Y*9P3gP>3he#jkm9bm|7*)d7h`Aq8oFC7RyXOMT#;B+~+yY{UQcUP{KQGCy$Ii zXK!?>u@E;|;CDBqGcgMZ z5XmGOvp#j$%pOEVsnrsheVlC-BN7FsL_`82ZK-^lci~`35h2e&H}8@6;s3|Tvfyc< z9_6djBdR8(*^*!bizg@xN>ZU*V*D8|@3GzIc#{5!L^&Jq%>wX5J--aFq5P znGxn`;lz2dxEy1>;a@?cXb~_*_c4`;k=9L|h@^5AP;!ETVhj)oM?|e8l!- zJ#4ZEB$!h9M?sdmdE^fw4;j*vLMTtrIffJwri4)|<+7f&(DfJ4ffJYyGN&@472{pB znYl%Jkb8!OaA{?!=rJv0W>|`X*hQ1n#*73Y>;w>}k|v9y-`zaIjd4Z^uu1`Gu^+x` z77`H0j~$Z)Qf4YaMH&keCc*9K^Eg0N9g#VdNSYB7l4;2}h8x9T72-iTm}~T;91~B- zD`=@KE|YnJ3q%N{!Wp1+076MhIi}@==OBzs7{hQ`=XB0c;X=w(8gO;rH0=+}55mEi zNl?B}NW?<+7iLyQp=9?!Fl&+O$3tSGyUkQpXq$Bgn+#3@c?dzPvcwEOM=V8#xP&c{ z!OQ`k9h|)X66Y)3xcPhID)XwU(BnIuoGpWiOL}A&Q6*-c4^~f@dk>%DQc)G<>sC@* zBsh%#7N}}wW+u`TK?&j{N+kkuSug!GvqV}ERb~*FfmBW=MEIm63WvLdrYC^Z1|ke& z3Q=;VbG#D)DB#A-5CX#y%C)VvOhov!AQocGnC`oXQWQZGG^K@$XjxP5WJEDInr935 zh!F@^_o%>gGRN#J0jdtBgI0~l?pL2F}1Dx%#k1zWVqiX9+}hY#VkD@TwgfS&rsA7 z+m63kzBQ0S0T3BUNo+YM87XaMNHg=MQV<0EMlM7WG#x*(8dQjGvA9p6BzW3LP6T@> zJFAxlEve>eFdnvy@zBpLvho}(9@cU8WCupN!jbpHUFkwN10(h8_3?qs)O+A)rIMD1 zxQg7%%d}3QNIW z84sir8}WmQsU%kdIeGtaf`6I8!aHY(jNoC>MqVvs{$8mBKXI0v-;@q1h4Q1Wnq;%j zA1U*;R#wi-Wq)v6U#OZ{Oue`_m&UDhY*i`*mLmh5i)A&lrb0lE1fen+(>a}UJR_*` zrqx`BWrUmOaIBxcIDbCk!|Wn{Eb`DLX{p8E2_!-go$eNW#7vAvPvPj|Ws)c9fTnLK@6K4d^?wL>*uFv2!^e&}y z2JOQ~jMRro70KCSW>L93N7$qs`e@lQ2~*Q*2=_%E&0bz#8;0gCIhY6}BOcRIs)yz9 zDMT^T$>Z$20(B*=L`1dc-2)=dIrhj+@TcS#%HJd3GKef9PL-!pxU8yBa6}lAnVMI2 zkb#_jXg)EEbY3nII!ukwic%q>7SxQpx|Wp$mV56#B2`rcAGtW??rFm%qE-lNZS2d1 z?PNP!xEc!+|2Vozld{%W3xQ(zBq}Jx3zc`o*|S8vh?bXnd$46ad=_bKt>iJMJD5b< z@*IEuKexWG>tBS9$8ke1ysjymmOFPB3sxwBD5v|8{`7bh5oHV@l(4ju>YK-l_ZW;g zgYF2TS+p&`tZ&d>5`|R-$9c|Ic)H9B5N>**8oTYYcTwbdLQ3_+snU+LPb$x1i zA53i?>Qg1?v6r*d4^IQLRA#UenT^9H_485+%PurkJbmZ0lkn*7BcIJxGmD}Y77Y+1 zouiKnnNF*4pIe^dI;jsC9GUy1MMd4)OiSJCU&-TAtLR+de)fK0@;w#1b# z$0PU0O;1yjNIP&s$Bxt^4j%>u6=cyqqS>B8byWrQ?*`GcRXuat^|1k&$KN@+=ssL@K0>=?S=4 z!d;2fs2#yC_xDodOq&@}tIF!|(?a+WqTpAJiEuNMQP{oK95HSPi4MtEuz+E>*ldgD6*E?8a&EU7yls7 zLVe-?9+zNKJIAV=Hi-q=f z0ZR;u$FA$T{zN$UzEdPbORJ5Re*7l#NWS?#Fe2xpsO0o)SM#$ERPm&9hO<1{ipLp^ zQ`1g6-Ds#bs+5{(X%5Rpw218PNYhfs^`gtVKzORBj_@uN1;f8vOp9YF{JdU_;5wupI^>5+=C&k0_H=U21tBfUyvfOp6(VC|Y~pPxE1zm9nyAB#}s2 zw;Bb?P> z3FME|?nqB&6Gtr^sVbGGb_*x*`^^4{1BWN#=KB0ncED>yHV5HP!Jr`W5%3* z^mPuR?!7yS6hSM5w3yp*0^yj#Nkxbi1IQ9F23hq-n;2g{ar;H-Pn(+(n=O>V}$sj(vodT03e7Y zI6$QuM<6vx5=dtRClW=Z5SiPIVd9S}(o_-HQH@q8i&*1S_4i%K1UJ-ltsA659za#rb&V$IItL{&m*CtPed~5ooH~d4|Exv z0YIdvYDgh)sBZ3X4?smJl&M76h#_TjPo9%ZU>LlXt6|*K}6z>|;oiRhyOA@JS zz}Iz6EARzgmhwoaIU*pURWgv7!{zcv#+}A3Y!GMzn85NFoMQpjOMNia z4$7>D#kFep!Qq@Uzf)XgTq$l+-$mR=h*V;R_e}G&WED-1ojJMwSHe5xV1bCacc#uY ziYWT@eiWZjN^vd3tvvb=T}y3of_}(EN1Vey`@P>hT7cJ#k+B<2j$>JV+)?f146!UJ z#mvSw*@%pJ)-oONQAQSok%6A zgmaql)!`ll^EifEz<&&X1=|6hK5E^{y5#@~vl#OY-sJpQ$Hu3nzL|Va;jDy}RMU+p zREQ|k9cjr&EUi`*tN?jiL^c@8pxQZ2byPf6W4lY96csKYKl(1zF6D_?MfE5Lxu8B} z$~nX}gtX7|aw*g&4Nw3C$;o+0m|ioF=sjE6gxbO};soqGzt{Q7+nTyZO+}d_qVFMp zr}3XGw=*8YZ|bW=17sBEnF3)751*NUM5^kLDVnsfN=c1|lt`KTT?}l1frqCECDW?& zoGka!D&aEcq-E4fh>MIlC|t->1Y0U~3Jka;Nm$LfiCCr` zzwhPc5463=w|CyZTZYpIdvajFQjP$SM|lw}B)aLn z?^@oU*h?o^1O(&U2>L^#xprBfs57dyFbWIEfQNAo7T^ zwwMgLP-vdsJ(AMLm=)h9&eSNK){IFW^?ElNx~6h5ujws? zsc8%iju|(e-`3?(7m)HvkK>-#7GcSAy{sXBq`u!rmnw!hqWkTrzOPc)S7^mNV`K!P zlxWGULMAcazQ5%rtzEMZI^QrT6TuavHq&QlZR_<~xJ36bztO|PDX5Y*6s4RHo0CnN zdBsV@wQSb5^q|3bH1(n^i__*oW?m=`=z>xT_ZefvG%~K^?(gS^mfx9f6K!0d#;xW9 z>vPz~P9=pCGcyVzQp3p6mzpa&xgAbE3#t-11!!Zr5D{SD#vEWj&iUL^P7lrrM5UBG z)dmK~2e&aSv?*Ck+nILubiN8Vax3xUhbIVDErT5_O4ODmJf|NVE*|yyV^xsHj5$v4 z;aQaxLvNDK)_IWK%sb^+4D!5w>OMSziB@Tq39X??f9s`I6-}Wz%`F$bEcN4f{QD!^ zauHpTluomjSoBdg;ba~pIhe*ou#&E`{|;V2MN|Vk``MMT71WJv@^u!Itb==kti z9Z0GkYNz6qKGl!ks8+7hf>Ed{b9c&AtezQTj!d>-ck&q^2yIUimh&WYg*wQSr?Uq< ziJ{31O2=RY3%q}&geZ$FZl}46#3G0Z=d{SQG2F9MB1eMYlo{c}b2@~SWvRuDT(H@c zeVzmEl^9Q9PpADQ;hALK8K$zNaHdlG9`g_Ws4BlS`K?UJQ6kStY^2UDR9Uc;OB1Cy z=G(=6hBzd$1~m&lyLEO3ZIntf)J>x>6S)hsds-qQBa(7ZOu)g$>4~BuM4C=9$%lL| z(TY@A1S>q;&d44)kdGfP79PkXAraC@;SxebAWun9MDTfNc-4yjg6Sj%DHI>*aHhu) zaR$}OMd1N**o+xq4S-mg-6)Ab5=;(GL@<#=3^$hm#9~^eNFfz%#hL~*2O?tpc>7^8 zWD-&m$ccd|qS6`zF^v>|jBrlPY{H;i-xo#F*$B&x-t zIS~j*lzWiQNT%BOqO?qP!Y=A;E=(zKI8hd@LW_i+IXs(3g*f5lmKE;wsx=Vl}_v|^dQfXQcY11r66`oXzfLS<&5QIP+%qh7tKSh1@ z4Dd*`X2j`v2GWwl_wZnvoDm)Y zf>dXoU`bFgLycfQh#s8PqI8KyU{<0a)>KXw*FvL?c_aa}4%!?oiyNO1&6vQbzGyyi zJV%7Zm$q|k1*vkF09KoEp!a9a!-u7_B-q1xOXZxz5mSsZ^_{g4GdYm&d@dSJU)w}st6Og)5B=A%OyI~sD!4nSw=XaD1m+;3OIxEBa1Ti z%y;ETkjGNW%Z%?<1zOTl_rb%cWp2g&Rz`N9-Ell$+RQG*ltLGwP2vWp;zG$GiLkM? zbWY|uif7|spZ7xH{72Hl`JHG|3@MZ8OtKcQK1MNb0UM7YmK)PjnX8Kc!e!$+5fsi2 z_82M3x&@kVkliIXBP{x^n-4C z+v<RBWo5GKINV)!kdgGvxD9VBhNJ@Lp*UZg|M-MgBsg3mV`nP>1PyaOOf>H zu#Al96dg=K8q{=sJs+=zg#OxCui!?Tx!XAl!E8Di3I!#x3dobs86h;;T_LDGj>rs( zC83lyzqi=x@@kBUuU2-!r|6Czm9+5!V>=U`RUg#PMkH;)6Z~SWn#w6%CXcaDu5DIc z7M91Tai8_?oG>XeGkecR5~8%m!~5*XuUM~->AcUU%&S>Ezvt{Zok^8A*$eHZ$P~s> z!WPFhOSFRMU#9JW9=0a68Hb@WUyk90eBZn{NANyRr@i4->B2;}`DTx^u`lM187iWy z<-N|Y+R-``l_1zTwUv0Dar`K!)0jC3ReRH+yy#-_JIl4opPdZ+yYS-u^*H~z*W$}c zQZQ*cpn<9}yZ2rC?qL*wGKE-j?ilB{o;Q)_KACJw+0Xd4yg{By)sGs9_b(6rwzI4a zT(2V>c~B!F+QBf8^9zEIZEMS5mu_dAk*V(SSY_}fswjC2YX&$*h21a7VfP& za}H~R^tyJ{La_koc#LZF)P8w-Z+{D%B|0T%XWT4TjwfEezV|7iTt};rLyJjoc<)7u zJP1Zq3ehAX-MsN7#g*x4&7L(2d@-AcEH`<7^1TH5#{Kdk>5|*8qkMP{u_INz(a>4Rka#nj7t*6P^DlMg_+j(0iuFzxs%yyTsYR0=CKK)WD+FAGM zQxaGR#K(JH zHhrz^vHueHFA1K@%P6l+({s-0#4cVC-p_N+Ii7-@bS6)8pC0BuX9k^E*qaPTCrU2Q z?$^Tv|GrBgvJL%_L^@!#Or$ASv7lfH-t!lU$Dn4icwUxFHCH zVD180|5!9zp5jN&nKmM+3g#Rj28%2!3pueQ8p+f;IS8zkIXMUh1Te?d#wh@lF-A_) zD#ASYo|G=2Qi;f>q0hqd17$>9f)OZX*(%q%Jbll58VC#^nNkw!3{>WlQY>YFzybm0 zv?F()l7qbv$fLL?I~duI4EK=a1m#G$YHLqSUEnQFnWib-)3Zp^>6)objg*b1nF~!~ zEB)vLrWa`|Wkq&T6SnhkQzAitNQpJ!cAO6q&B!o>38FErOq4kh0S)7C6fyFZcmrL{ z&qSwGW>yJMP9L6=(xv=7?S%$aUTRk9V!;pq!lZ{?Io0F~i;yQFDF&HAQ-~#G{Fei_Y!D90k zQdGEDz(SapK+7QbzXK8>2uUiE#B;FOc0A1(lRf#G#PB-}yJS6I7E#VZsQ|l#v(1TPS9xH{vR^DmL{NkH$Tz}5B0=$MnDLq;Z{ z6v3M5?hErKJTnjTgXX77Dus7H$DBzAIVf}wLl9V$ouxCI1S_$g^4Cfz28=3PbQLK* z>8;6{sAds1)3Fc$jF{n*k@+JtisWz|F5xRcVV!4kj-<5UXv|u)u}-of0E-G~0gFi3 zW!S$q7090_q4O=9dpt!yeZ-IUNJMyIW1R3~SIoFqSZ z)gEyXxO>9Gr~6&_LA)|Ms~|HCk!cw-$-v39LxKgRf-lEhjn>*!*Z6+?Ws#j@uuq&7 zAkQQ5-p1!~(V$YNYtenJ9){zz$KyvPyi^K+!_`tD?TNZ=BPZl^agHh;;d>l|)Hvam zW(=ytEu|iAlDejlhs88aRg}UG5&}yKPz$jrLBfS_CoF^ov1H^tg$V(i+lQwsiz)2e zINp|Yj)CrlKP#eQ3;W=ir65-!+jPF$oTu%>Q5%#BB_)`Xl@v_ijEFf-_GFQLr^du) z@L8EGDU3lytM)2ZG%1x;KobCCK%BomvnP!e8f(Syy%irc*47eD{!^1j+OKe<@d0=Z z{XOIumkR>~iN}&6krtClc=|=8Q{3He$RU!1VR@1p&AB9+@MF07iM27iZrebTMN4f$ z0KlTe2Q1f%Y_Bdn$69zO&*=LY)dUlgDIp6!d}RR42TNB)&%yFC4Ax94x?1I2N&cMtciuIqA*lXIULx;{Vn9Bd>T zn_^0r95Ie1E)e&&_}V(56Z3iIx%X|E(TNJNC?=0XW?!(f)7cMy`ACjQvxHgjNC*mBb;3i@gF=0mOAO;C>r6MmMdVt&GA%(Z7=l7NE@xZ&fS6^g<np5+{To`uG! z{9Dd-_yWDv?NaEo;a|Vj<%$%(lf+zOfYaQEEO`D#HxB!3<(02~xgO(E|62C{X_LLJ z050vklk|~9+3D5p$F7|&WnR{@24&dY&R>JpCcG}JYwRrFLxM}jWZut0T9eCQx2buuR*AqfVvBYd9TkIT>hjdk(k#CTlG zxLoUvpT72GKK}P*S(c_r^W49gCxez{Ih5H*-1)RHOCl+(b&atWvb0CvXRolfF%|-! z7o!!sy}=**@gAAiOOcmVzt2KdWX-CR{fzz=yU+InKfQd&3%bhRM}FRK_m{k1_I@^| znR8AnL$|d^DG{9E_jB|^m$9L)6ZEjuk!#d#fF7i&%?}^LjEhLFzqQX(zEh3kteaIj zXE}fq{d{Z6_<<0iA_Ebp^%2iCoTEoNiZ&6M-ot&CsKPUCj8jvXQCTZs0~kZ;6wk=Q z=^14l{#dAat|*m25dfvCE6l^1PMYgOT|FHdD2{rvO_HU~=2M5ChujqRL?Bw4kTAD^pT zKmj#ydgch%B$j!tOPnJ*gV!G=P`4vsHjyl%LYm43KS}uvGS9!MQbY=)wQ6}Bv(I@jT{io_vHTxO-^+Z_IP4{nZ2&Wu=ff6`hn8o+XzIR8O1nV9zpHLCiR3_XL!+YSD$Q@DQS5^NmSG z3xH|eVyL1lmAG;crd#^RX)>_{8q z!7=kg`sDb11vb3gCk0@X2p2e~GX;|cX;3K=tjRGv3`qbYgEA;ph?tU;Nhp(wEgV7N z5f&2+ZI0E-ZE+Fi2%qqf7PwLd0+80Bs?_Y< z&+$FWC>I^^xhEIZMGK}&h?Z4kJ@MCz{)EydzqL6rmji&@Ph#)JT(Y#$E-6=;(a!g4 zrX2=eOr%_w?RoLu6+E^yuEpAN*6rYRSnX%Aju&!!v%F38IfUnvj+b&iu3-KDy1IxpX@`3||4Hfx!lWU)@P-8Q_OZpSA3OM7d@^`+%Uxjn7^h_UYe@!-!U zS7xn6YOVX_4?e;BTd|ukn-piFk`0r6RH<4%20ruh8I5oA>(y>cX$3#=qby^u{4HcZ zdH(dp_2|Vm!pFhGm%rxv)$)AS|BKZzFSqygD=+8gManqt=bc1)>cldOj59k|BB?l9~{rq$m8bI~kn!R*EKUsZ=uJs^V#FiEd5 zo%c)YCBDyb4_>%EBQwvtJU*HwzPITz6b4ptm?<* zzuf4$m*>% zq0(ZP`-2`|=)m>ka{0sk&DQc%a2bzFoF9)%>yIy2y1zW}9b;^5dA-iQ5AMq`Uk-|x z{j=DASPo2o;Q0INRk!+X8U23Q&+EA~()WE5FCRbMIs37{c)X5LV-UIHkIVWQ^Fj}; zJLGL%{8Hw%(J>HRl-CcdJ~vb%x{c%h4<7XZ?7be>-aSWgg>=Vw6qycFgVmGUwUj;ow^8 zra^ko57GY9zh3?_*N;N~k^L#+y6302`f~qJkpH~u%QZj4_>tdEc`t}<=q!;;A;hhm zHn&A3dYQL)CC#_$UrRg2+K&s-x@BCDdpkcp`|tbw|J>Q~bshZrcK^SB|HEJMakc|R zm;Iu1i`9Owzy7cL>*ai{@-(*j>jp&odkcBee;*(JeBAf`^{eg=wK46W>6h;F98O~j zQG0Is$DC`9u~o;}6m%YaIL9XbbcxIBQL$&py>0KI`99Zj)}L%Refvx8F770YD>tjRz3g{?{?jr@`%%~~LeZA_@Bf6n%J$eWRTv~!^)?VsF!DftiT8y{cmT~scc9s$({B&=}`6lo4;+Gq5PuKgUdq3p6EF+iHI+N}vj^XgppkH?45}Z@K>&F=% zm*e(n{?o~w^FK}hgWtcTz4fQvV6ut)qrQ|&mMeV?%&JzFW0!pL;LY+@~7|e zoFA9SU)TOG+gttk7|+3Dt-Vyd^>*u@>hcsTKfQhxKlc5jf4kW4c*sh$e7RWvw^rz? zZT7z!Aj`AGFPHOc$MtP{zHc&2_5HaVCi&a0KaZAPvgP)2Twdp;lAGKX`E~WPemmA9 zaM8!c$94Voyz!grI_|x;`{`Ec1<5GFw-!EL2dp7#%rS$Z#$DEa) z;-tTw?YEbIjQaiSlg^@_cmH&#``VqJnEKN^&j%A#s#mwlw-b+#{;}OD zy7iYQz0lvDzv|n;RD_#g%Z~T2x0{{xayhnj8^7h#FTQ=z_iwx4_VaaF^uzlXwO8aN zxw{{7w&lFGLr?r)7r$uVY5rFAo!gk2LuAW#2fo!dx7Rsk8T?5uGBNhD#q_to(7kW+ z^QHc@mZsyb@4x-=s&@K)TpoHErLQGraN^%L*?3m!UpfCx^c$7Pm5smk@glf<(4UvD ze=1+^TmB7W@Yu_j*e2_>Pddk4`CK^Z@%e=R-M!0Wsgp7Gf02aN|8{w6^V{#`<9d0y z)c0Rd|8~~DU2k8zZ>P4;e<*eTlHYljyvOfVp2UAS?z`|yQaR^6Xr9VNB= zaXeiw%k?F&Ref2%{@Z&w-`+A=TFJx1ZmKN`0*B9t8($$JBXS##2(wed*tu zJ%r(P^ZE(;^V(lK^t{NodYqf{%JV!h#`(hY!qyNx8>ObhjU$(NXS*#+P|XA5q;Ych z)%TZwILo4!buE=2gC9c)#-3J4cgVYvCUNe@R|HxcQ1q_93E#llu7~F zvApY6{t@LLk16Nzjq*->ar*S@Q!7smefZaY1!}tue(zN`nw|ZzSaHrt3AK;Kd*DGPK{6{C})@}$(IlC znoNbfrNPodYL=gQza9nolAe6n|9r0hFZttt{p;=D^754{S>O(t>r>XJ1>1*snp8?% z9>;@iyd-28X+5P?>qp6R9PKF!wU)pC`UZ<_+qbOgCEM&%E%l==!)o)h+A@~10 zm%jhWA9ZCHJrA_mX;>_RKeGKi{mIMoX1flnHZL@m*h{~c{@7x=zEd`i4}=e;Y^ucq z(}?;r&T$*R&X?ozq0H~^wU);^hn|B<)Xmk8@t$-n+f4c!{6Fywxm)XN)7PHcdyHA% zGoLxIFtt2zexck|O1Pj>);?v9s4-sUkL=GuhxNXkGCqdLN z4NaFISNZ`Q29iXmmQZ$t6bDD9rF#ZARb&w?n}_hM&8fJdJ0*xbymckn2Be#&KaqdP zcwu~;D^X?>VU{s$^pm}7+ESWlmG(rXKwQYvogwq73Mo(kNo5na8na}`f*_h%5{q&z zoUk*FDmGcqFZKaRIb8JK_yS5kH!?v}xVdPOiO#_;`+^DL17 z+)|VUDa0TNEy*GfNrIdb*;t#1vS?wd986?6b2tSE6xkdtA#U>N*=2DsQ7T8_k#YBN zpG9TN5++PmV3fq7tllT`2Z4Z-)DSbe=b(NDOXda#r9o^;OfpS2I)W&pQH0X0VD+l= zL)YDPALFEf;+*bMpi+_qqREnp%q%LkmhNXLLm5RN8DyRw30@lcRD>`X#KZuZSsDTE z)Ca*-iOYYdIy}E3dd*mAEpf?HbEv0g({#X7C{$Ccu&$!bH{$TLF~`|6yU=K*S4{>` zGQ?v>9!aMNt1i@Cgg}TySVm+5DVbNJkZ?toAfZ6>SRz{~O;!RUj3j=P`J}8?4=Qjb z;-=-2h|E2?d)X2eIWs3GQ*c6%9Bpw;8{H1ay4vN^GmCK6+a_Ky7Iujq^H4a)lyZ?i zYC^fB3k@z)iXk;gk?hG1G6Im95uVD$MMd?=B8T6=KBfg9E)hz!ZPr?7WnM?;$@KU7I2~9?+SxYrp4&_7VM-{SZ z=izV^GV(;WQn3nBYN>Pf>1P6Ey=u9fJeq{?)LP533YQv*ak@}Ww`l|6RUMs()b5$OvA(RX3E@)I(kEgnSF9e^eS)EcM&3AM^epg#RIMy4utsR0q{!zN z9^jF%IBkw;9I3!bl*hS&pRQMIdX(%+XS(H(-o>VMb3of7q%nusOOSTqY&8HOSxQ9@ zy}ca*Zgp{DCvCb4HJhXVyP}a*1Tm-0^Xz?^iS%SmBI~XpBsvIG3-;Z>fE1xdmo|lLCY@ZZRxjg`gK{Q>p&S-8oQ9Ev0vg0F^O!lsi=kB?Lux?9P z*5!KTT0BUbM&72>;HII{4g2o4gDjFctST+F5sUi|)A@PMU(9Zx0FzTC{-FAYRz3;; zZ?Qf}EoJ;d<98&}luHJ|BCEyOgQh=sKYjd85!vdfgQ-iLJuOeHqm;U0$(1k*Agvs- z)HTET+nw8oOt_ncMSFpLE9elJ-#~6w30DU?$V&`#c7!l`FJxM zM3Dlcgp|x?R%&gmZ6=+_GtXAJgq4Z8zXgt2kB3-5#N2F;I*kWvMJbh&WHPgh^nX~kLPcHsVYP)+ffJ%o@z$d-nI{=Os+$m@!>BDi11r`2*bQ;KfP^c`2o~!bPaG#FE(x7V<$7 zR3poD%u-Pm`~Ll0{v_IRa>3Rh?6bzC*%t_v@^;#hEjSs+R)~^U62W$!Gz~$KBB+aH zspKS{c_Dh8)F&hKa^yJ&5_f4%v09fz$hu+qd7pnSxrY9R%Uk*-zyBoj66NckA2G`> zD<5^oj8a0jo8(yNQgz*`&i>_gJXTXZ{DCOKe{@e)W6e@pTdu?q89Cw#THJ(*iVUJ| z(PNH&da22Ubp`aPy_8w#q!X*@>QJ)On4*p{CiYXxfq6<=;j9hZ%yJ&RlzNMsEs+bH zJPjD&lm#wCg5+-459wY-mRg9p3au5tZbP5YcHq zkEvOnYP&KmZhZeh{bjYK2=i0Y#jy5hHgi#$UJXl7ODY}(Ttp|W)K)61P^-CA-k6q* zY6($gPG(9*D2=2u6E`_R_L$Rlic^WeEvc-pRr1I&3fH!<>)mzKrO_}`foc_PK|GAy zh*?cIgT1h8kwsZNAEi!_tff>b>Pg)Y#)4A$0?I(q7R1R^imZuCGWDY%fjD7ZfYyX6 zO)gPJ|7PmGe#qQc`}acM&#>9*kYO~8=1dzNli(s}9WqEJOK=5BVc|kajmD%-Y0HcS z3n(jn9q<2Z$yR)mSvgghIEVTnboRyxV{iqb_D3ajPROpE8Zir z1XX1FQP}j+NowO&LWLOYkkC?nI*))oN!A!U#UQGkWG)1L=14Iw#7q&{g9mB$aTwp% zvJjK=d-6So(y z@bkKCm;N}I{LBNmhj$9&2+Sl1p?H>=DhlSzglOfaTmk}S5lp2Z437>D;;%$OqJ!o-d4NfQ$$UNRe=y=f2X1AOUMCm!?uL;)%0&0h4G??mcB; zEK;^*Dal_)gj*VHQDPyF8GZuAksbuD#KxuO(x9^T03&z=GI6A*qjIjAzaf6O+Sw2$ z9^74A>QlO9U|I#df!EQb)%z0fY)Y9d3i6B|4vC=m_Z$-<6vC7=d|J;Kg$fX$NKF30 zY6*&<hsD4CT>8+$%HQq({ZOcKmW zo^jX{B_XGqVXFT4JjAkk7;%wWXd1I4c^ciER+OA>Gi^>36G?`f&&v{sISCO+GG?UK ztQwE&9EVoarfE7ycTf|l+r29!(e|ho$e7E^S@jZspSG<)U`dcqGi9 zXlze%`(0!Pfk=lVOodsCj`KbuLAsV}dK8YO)fv>&m3i_=A3k~ZNDE8JyYrME`c4K` zW`c7bTl>&|`%-i%m+gzp+m#BpJVqNg2~|kymV&x03Rmyre%U=^A=#KjR-YRQ?`QF` zK}l0rIv+>gPhweZP|C_%l*P=_W@bRl@u0yolC*##NRyNhk#xjVt%Zf%eFi0|O{IsP z3(Z-~2|<`jhRNBr#cRyd^IOpurB&@p^DfzOhEj=HVoJnjCX)q{bY|g7)GfkehzZA$ z$2U0+8^4=p)+Ba>x4=Ssd^=T@nL$(?G;@sUg?cROdDq5+pWx*=yOIrkQsSzml6WLD zxacJ5W(>N7Hlus^@#MTM)kWXW_Vd#sk^^dK7U%SMAKi12ca~tMaf+RcWp|4)E+8f% z35Li(WQLVV#L!n_g>!|sIc=UnomXz?#HFp5QYvy{95hdk@ z8kN`DX7+!JvzPJrL~F%<=WGPYOQUw=hPu?+8LJQI&odS-1ExgK*YIh=>+g#P%O zzhG&WE4Gg`>5Nliywbk=Uw#WxYl!9U%r1OdO#o=P$3qGpel{KKz*w52{R%9XX#boQY#=(+GrmT{iP@!t5Fq9{WP z&aXB<@%^c}QXM<*y|`63Z{d6Q+0j&pN+QW1L+~a2yVfa9CKc8vUO&6{Tm1hnL=<)I z#hol9>oh&+;fZ%|F#!@(SVSmky?oehf?JsP`|j$63lI0jwJf@5r7Q*ltCzwH7LA;< zPj{S`{W$_X-03u_1gY1=wGS4F%8Kl3=KbsZtHA? zU6}$HJ_gt*GCeMB;ffg#5=51o#{J%>*~h=rqL*~12XD#}9A5kQx(=#L)OPSjb!F!1 z#rm#v+RcqL)FWtmD|IRB*6$ zk1n>H=7tpJ5Z>Q%Z|FEOG{? zsx&2X3-=S{)DW7qj8XJ2KHn19;yv(RDOhX>&G7DgI6sa=Ab?U9L2AEu8d;38N3EX- z2#CXgo)pMLCe5D)7p1XvDoVDj9wfUJFGZ^(JB*oxtET(tGMfmJ!+}hlvY4*XM(Z=i z&dG(F*%&dnnyT4l-$tqQn2W{Cb{~o}=%t7OLx^2+S_eal2Mr4(lRG<-Swq-}Kt=oz zPWi$5wu3Ch7$JM? zks0LB1ck9fBBVKh^kk<@#>^N%A4w#OutYjMST&)RRVTL^6=t27R5QulA27<|5kE4* zi3kjj3^>W>3=48bPzC^)A@j7UtuX71@QiA#<~-Av4E{!u#XgiYv^m@PLyi{EIh-|W zU5f~2P`7XPJ$&x& zuBnTVY<}A*Qc1WF5i*j}GhIP5Gt(m}nS`JL4LinMDi@Bdp(w*ObE(U7#=9Uv4miRg zLNcQE#{d9;07*naRB!kN%)3X29HlHWAv2n^D4(*F1SdI5C~*-~m=GnAP%?;w&DldU z)`+`@7nVg=l8oW*BaOQI4<;Nj3n7@z#~iL^#3bH<89@?6Ap+Go%snYX2u!us3_6cT zt*yJeI9DyDQNm0zR=e#wjS?Q-?O~ivTO*vBBIH7um|;wCk7+*U${vNa6cpZ2#F;!1 zVZ<)Qn8L#>Vh*w{o1dJGs4$e2oXpgtL}KH*B&#JEC#NUea)<$v zm~5d4)(+pp%_Hr}0$u_H))Wh*cxqS><7I8k^Wo{^^l-~^V~o+efd(z2lBG}&1W_JH z$}HvzmgHe&MsYGvWU_uJnn%x*4BLd3{0yQYJ2m}N``M|gUYiWSc);F>wp4p1T1l;($!fT$3X zm~|2CcJ}wWKLtfH#Si8+sjRDPt?fdAf~){DR!vhc=rKB3sYxXeW9FRNn%0_c@2S8d zv^8h)`!w^MHlkSO?z6N)O}h2FJw%JBlL+ZD$4q;$yAYP8jp3nl{RIEIYencb|LW4SIk!>5P$`nt?7u)goT+)DOE7jEm|c)W*|ZmUx@Vz>jND*07ZLv=LbOUZ>o z*s6|NXamA$k|Q5^JCFp6%kx^fI#&`-vZRzowek5|m=diJtxU>N7@on>6^hutHBJr?!m{p3lP;8p+52WOz%-Y%}g%bUk=aP<+LDb0y zLelj#zn_hCV$7_;&(0KsyeH3hwjI~aMSyHh*{2VOurJs7_!iO5^5n2;Z`|l!K3`Xr zc}D~%YOT1G1p6E~N+@hm=O4hgghtnB7g3gErjZ$$hld$CxlLb(3bB7=)1(7g7#|w% zmKGzO$1yF;(!q+dJQY!f6wBgK1hX)&x*7GbNa~~ls?|A9jg$C4F73l^eDpWgd-31B z|FaD<`7>6b+RF0x><^=DB!#xl5QF#vFBymNj>^$y{r;9O>ylF}1QiI6ImvDKMBc-V zWEUww%fjpB9kOR;Ez5%%YWT%Y*MH)G$l_b39mw1 zdBr*;I@4q}FeRwhGOm^OZvm%8Dkn$snEf8-jXwP0bJL7kgxA1pO69hmbk_R*ctFfr zu#ZZrtvn@^c1oQrwO#($vdDw|$gFg}e9+A0{l1R3>hnhW_$WvF^wXEGlu2%qrrZ%{ zAEveZR!dWrVDxc2?%BVqERDDmjm#UBNdnabh?tJS`d}I;6vSX<;lbo<5&3*!#7^VU z9ax_)RLb3jafyCAsGz-Gmrb)TPL!ARC^BdX#ef^}k2l+p7)n%X+cfVs;b&h?W~eRD ztumRNbEaiViUiB6JRYe;wbFBz>3;L~+sMbapFS@1qqsHad6({*jSH>yOM)M>A2h0Z z(Ubcfa|HiHk!I-#AY)oARuSb72zJjOIupTI{TQ?z8E(H0fuI$jqtyIOm8t zg|%LUiy&L(oIS({#qpS+N~2WNi0*S-|0HEC^Ind#;7oz><2e3##z)7OoFBt3#J|<@ z*Xp06Km83~C}CL7_3F!Y+9NKv;iKA4Hq>e37rFc#n~;Bl@zgLE5v6d%n8QamE-S<) zk{F&j$Kb+it03I2O%C#N^vZ<=$H?Q63+$?zkkccki%(&9&Vjn7lxEzf$9)2ctJ1pC z_jzxH+%xWdA&{YDEH!GOps;jNlvOpwCAuBZ5_3mP>Q2SsW10b3_Z{|z6od(~=*HZ- z1|%Icr_OFdDXVZ*61mU)ynlNJ1u_|6a^lJ><77KIEs5MtMqL;^W(YC3ppuXOA-b7S z=w(|p`WQ#%g$B4&6PU4jdDjJmEIi?soTaXJ}Mw zO)0Kp9@!tYFzIrv926GwhX{tN01Ph}DV2(4Jqic^$VU+;NwL%H5Y}|-=XCbk$jE4G zZTuwT+}8(T-9};UXIl!H`9ub6*!ZzZYw}4WC0SHz2tWY_!vpR@9D#$2LLoXxS4L1Il0-O}Lm`B0>EfIKyT^$c%!1z^B4rc(ApCAp+C zIg?SG%$ZDHo@8xNi0lwk8qO!waQ{$dq;_nxYlg39zvNuLjixcgAl0s|A3+BP8*}b^1PRjCc@N=R_^KJaNC7SY$G*2$N=?5#jv9nrp!v ztP;!_+2>e|go4tNz(M4!ph^lxlrjL%AQqA)a%mitHzL?WS_3@4s0W~HKViF28KNZo6hC5w4GMyCj7RjR~F z5K;A_Iwn(*K+Q5-b!M73pT?y}%%Y<-rose{s6tF{NiDge6k%1snWK38)-y+@Cncv0 zcQQsUL^6k4bRkJpBAXTr7QV_1nNCSFr_%`?*~j{vkpOrSMbgYDDwIACS-yok z#WH`~tGaSFBxgjgEIsE$5i6Hux)ZTTYuqdY#7UIJU}6AN-@B+|Esq2b7NJ;Jclz9t z(p9oB z@D)9H80K0)?o2E9>LW>5+=VoYiiB9{+OT?VJNJvN`(X=3hhQ_0wIrf-)vagO4p!Bg z*V&HywyY-m#EEF-Uk1z^Gmc4-2*P&^K}7L`(62sHqdX`~5JjA*Dm0`hAo)(UQ6fk6aI*?sR8+myF60v4lP~{bTjx zF2COJ(ezV~cXQ8&Oj~#PJ+>N8d+*yPeK&W6M^v~6$hXR#GV4ZR1sVN;_ABRbmt7q= zh^jN~4X75$U@Lw4y$<_&z0{}F=PBpBxp&`eqm6h%P}BliQN4^1N}tyHmawiMHpk5> zPLk2Di<7?RHHy!}JT%&t0@5O4BJwqDLIk3c`s8cYot3C)r}fL0xsLg55w-o#1NVxL(;kj$y-1#t zKX2FB3CDJQT>i7;(&sx75}&Vs{eSP-Mi*4}wuRK`!M$zyMdSH&oeO?Uli<}#(^G|{ z4W`JooQgRGl~0W)!83e%L<|d!h*r+Soz)9xHbW?|!FI zgfHN4j5n>%-F_eO_Hy`tdHHMKURtC6_!^I6-hXr(@$swe|7-NW3jU+c|HMsI{$(A< z{I+NR`On8Kw|4HI#Hs4=>uo=7T_o2+ptn7?XQP?KTzp&qJL3E3r%?BV5H1`4;hX&L z#o|I_#TKooWkKqzJOU`1qsz8&r&@{2m;M&NBT3xXdIS|kuef;1iz|^h$qcEgqAAOZi@s)dMU|Sc+&Dk=n|p7KHLKANdBs>YjW*7~EFDc%A0! zbRxP^=gRdVj=jp(Bkp&RUoP~mM_8Bxp|XmC_|$E7vStO+)To>ljxrh_glCPl78SMD zNn^T8#bBi)(iay*Rj5@kAs98qT;HHUbyh?!b$Phnzx4m;)Dz8@WF*T_W{T0+BOOR( zYF#OkoHB^$mGfKDy?7R8Qg8a|@k}F^$aE(-5o=e$puuaYAgLf>jflf*MWO5VbGnfl zbCh_6BSL67e`)=v75DPG>L&brE@#>$-nDoXw-hP~XF_@|Wv&u1%5BEvTH+*VAH`jt z1Y_kl(Fk!T5&~^zxjYwFAQ93`*%@En@0kwCgMC(J9}PlDhy67+Ed!Jr7K;yiZW6;3RR9scoGpsG8V5;(gBrZDvnBIP-bak1eI5K6%kapF;}h& zuxDM$caPfeEY*NsXdrj8AX5tFC?-;AZA;J0>W$#5d?pPg(N#$lp$>)+$_vI+?x|eT zl!>Csmw}^ostaLNt*9!75Nn`?vugM2N+R}MqEkOSEWC5acS>4?I}w>pEdpvS9H$|4d~ zm74)NVbK&7VGk~?tjvgtq7^VH0T2#hW>P^mW~zh- zKqo5;l_!%6OI4LHH5&7bFpmg==%9Wr8s$XUsH*aN91TH*$VvwoNd;73%|MnWuvW*D z*GxUCW~4;*Dg~+{3rQ8k&Rq*xRirHK)tC(jMGOp;0kCmA3n5UJ6~UR(0ii5mpiuaFCocTT+{uD~L(u2)0#c)VLEj(hHH28QUQcNZ)(UTnRXeHr|TK-5xLxrH!R? zQsMim76x^3O>j^dS0JfMQn*qQlvy4XpkNh|MvdEiA^HyB7l;5}#F1#hoK8~2QScIo zK3%Tcx8HsTH$o#~p{Q~q2snX3*Q`s%;y7f0=?Qqb;*Ghtp;Y2YR^Ng3x{#awHuES4 zdK*H`X`lT=h#R%-a;kb(XWlzC={Da=$;hS7o=rJJvO0;#0tz9_S>>z9wee0_=}Q?b zs6wUBb)c+|*A}clqO<&}!KeV-F?-?muiTtx+C-7hbXc_o5JQ4yocy&{MVB!shS zuIa@k`;|d<&d<+dtzK>!Hi~!cv-0tHtX)|JUN}NkGaG?dikNINj{74rv`cR-KwY_^ zK9+HRYF#w#+Nh8p$H6IMrL0vVC+Dd|t;u(ZI;8Ix=XH;x%}{TzKDO=JrL&b21t^&# zYu!&DjevDdNHlQUwrbM<0&Pu%xwyyC_UArcgsU|#mKjO@I2SatZJne{vDV7uR%9l|6`fc_%-ESUt0PWV zVj>xP#~?c)gtY9J9~Rog6mlvn=Y(W;KTqn+0uo^+CS@LJX^&HtBh1fxRkcoD@Fa4+ z&AjeRMZpD?WC_SE{%g2N`>}5^ABETkU9Q{3d_T!3IPH_i#oGOpsP?Jf7UEIKC=f5v zuJuZ35uslnu_>WHFMR)2 zao>T2ZN3`wY%b4}JQXBQ{=M!hrT=QgyTk-W% zZ%-%w(jwC;dE}}7ps}}9i@0{CL0u}BXml8_!|JnL&)a_sTWB=vBkd~v2|};GeOvka z$;Y{iJPZ1{1@(_he|~vHg;})>DOXCl>eJ`#s@tP3hbg&TJL?{2J>CwL%ed_H^n7k3 zB518T-tt(qC$lCO!3GrU8Iv0Mna6sl-&x7aZ^uLR^HqK(er!VX^27V(Kg?sh#J^oB zW&dHbD3bDH*&Sn{A(eUCo{!BukK2bIZ{$bFZjhBhi&n0Rl&C=j5-+it3&+%sJX%Q# zT4E&MAbV{iMmJZd#!Y0bs)tR~MW}b~mCBao97NmzRHCRvYf!~G=lLLN^toBqx2=I# zEe(40M3MS+jIjk-&ST~(CU#2Kju#RuOhtxAt_--6gSV;+_;;3*GJW3EZf*6<|INpL zLf^$?S%3Hs!k?b=+FBp-FT}s-`p<0teXD!OzZ2K?{NH~$|Nb!-o~fBPyHh)NHyPLC zBzG%rx0oM(R2m(1>bHg`;3cDof)pG?trs|YOJO1HRP_CsIv1OH3X2UfC9K`?cm28$+S97r%)~xN4Yt&icxK2 zTTvC&d+*8ORihIX8eIdAN@HTdF4==lU@=_zy6FZbnh#%xXFO0Je;obka-NAG)dqll zQ3~&+u^^V0 z!cLN!MH8r>fn_ctPzX~SSZn5Q9{gs2jyL$K|uwL z7`?6FSk6>U8&RQHimS@uOG1l{>nyUAvoeL87V!a~>FE0ErnbIj7w(M-ZdQ@hhIB?W zY1}x7LpqVR2!JK&!g-JLs9J$2N;Xoad12)(A2Wuw?FU&`oA3P=lB6X9t>OrZbctty;=A=f55@IcZ0=$_5;s(!SQE*nz)Jm%HG(J~agu~xE83$nCQMM0{N5e1_% zz=wV=I1%h{dCQhBHeW!jf^3O^m{uV-mHXNFn7?qyml5isCeO9wNZ>%wjDb zlFOl%l+-|)Wm#x~I%je~l9^J8z}y;dyr?Rp5~%M__Tdyxq}%)!+#B@ChploLX?~%G zSZM`P=0+qORbI^CI9QaOzGprGO;WIE-07SE7+~gT9ugSZ=SM6J65BG2(_h=|Vo_Ut z?OIM@+KQQrB#dHZW|3u0AqH7SBxWq%wTDzn8GBSp69QFLoqKSQlqfP2mYR#Je1pZA z$%9M7x`U!HT~r)oSyUB-Von4ik}^3Zpk5S)2&9xCi(=Ncq!FUB+*nRo1{#Q{M8Q*{ zK!qy8ww^=?=~amDR$?M*?LpFnM4ZcsD-+H_Dzc(dlBk45h8Dvt(|}&VM3JQyVd;Ww zMCk$5*0-Q?69F}5xbws0V!2P$q#RY8MMd?XDnc!jHAsmSZNiih-T+3WrTXFP$z?;ov66=8Z%6xT zoi2^XLmP@$rc-%m2wU-dzf+ST;>%#xw?Q&OhH-p6-g?&+gfld1OXEBWw+eP_Mq)q@ zk(7jJAN%`>FMU=sB;sE-LSwtc^)Pp3Ifs=VISyX%r_f;%GumJ-r}N>rjr(O2NvX4Serod4 zqc}HSp2xqyYU_LGCfRu^ESP)W*at$D>^Y9dW9aqkxh@;MK3(2(sXU(e`Mw;^l4`Nt zW+&R!pN!6pw|QIhfgm z;aB8uTp!{K>(({3H%0QS5y?aqnZ@X>I&3|ZqK5EuuU+VUL`d?-8P-{|2?LF4?U(d(4 zQIY)x;HZ0B@5F!Q<00+Q@JG^12r=D9J7|pcna=x^R3i_p21M&wXy<>cbwzbOP1Gm-wOK2R?4bzgPTP^`C_Q zsQnk()UJF^Ilq2{je34+zmNXWgBzK~%7QJ%d%hduiD{f`?L!!uk8p!_6?M6v_^-Vh zxX&yrsIq0vn9kVWn>;n@(x+M4`=xz!&b#laP?GCVt$KHNtTE_^&*#nazId)ZNi@#N zqv0k>mn#gC)Y~WoZ94Y;u!BB|HX=YnQ3axe774ivT2zmInHI*eU-~1?)noZq)K#@8 zli!I5dTsezAVmgNT7yA;Oi>7GCK>A)18< z7&{|`NXyH0kOx+6&OI~P&t7vdKtF)Aa*>;mXm2dNYPb1|3bTotwb8-T@}4|&C8&bw z(2R&xu>eT_n7_7;NP-WLa9%1kX0*j_%v)>3noN;_IDJAdkU}K^+O?W2&tUPiLD>;L zPgJEUO4D^-zw!xnLGO>!Uc30M-)`2ZSPVV*J2jV4?im`RM2fQ1Sb~DcTlsd4Z|D4$ zfT)vPD>n8L$N0Eq^VkUFl}oA-H%d9U3o{$1TiaUa23s0*@+--u*Me2Llx*IgSY9@M z*GH7*`K2Irajca6P1Uv_H0@{EmUhDKsaZcZ;bw)aj)6$KrjeY^TpLf!d zdB)`)i}n=7*M~e6zKDPQpw$$#zUR_LM2j<+$eNgTCUuVtD_xKUa(HEyS0y^}72J~# z!&&{0aXgA1OvPcHdq!r6*PXgr%TNvxBxz9RQD@dsl;Gh^Ruah?<$@WALMAaW2YL7@ zjIJBk40GZJ>JW9#qI}E{XC)b;h10`b1g&X%*xIeoFK24n@1sQc)#WX$f(lU#5T$WB zgRu3*2!^1zz=f8nzl_Ir@+tE8(vI!P-k&!V*F9n~ zac|_51b3G%q*4vq*&`!BltmOmE_K#gfoj6s30w|}r_8nB%0UQ%GjbpvoXZX_W$3(r zkoB%YAQR23C@`3WD}9A63)N(T{$J#CM1n$v=l$H4Uuoa9?tUVowbhD`E&!+k1fU2B z0tnYofTx9rS0^;muDW-Fh!Xjt%mfT%#VEP(P$eh@Dl>DQVh_!-e$i@7Eh*jH;F8r; z%Th?&_GDS76_}N!c#=7XGZrYBnNpaPK)5v2BO|=BrLmhBZItiTk{g7R5=E#Q(jsAm(~Zlh3JGbQ8RFZv?J^(WwriXD)`v#B&f~O4FgqHr ze0=QjN$?^Y&NvsF_w1J(d*xdu%7X$T!iC6KE4qf1Ftu#tiO}+n>N%z|F-eQcBCd+a zGm%#7>}Ut-)^Yb8HT?}kUqmHxETEmrtMV3kzwySkMhLxfnC2S<*q zL(PSHg4Ch)k zCs@W9yXOIDG z^9f+bsKfvM!h}MS=l28>7V1Eau88uq^r>VWPed(d3!afiqHVOHsX+LQEI^1zRRfwr z%UyCYfc`J6SMINnORfq78;B{@k-P8)IVax3t<(Pe^m9G;BiCu~9!vJUH*F_n)?Am$ z!i_nwjdVVdlj9)Ht=kBq;-f4q0{vKj-7jN5{N+8swMcRYGoxtSzK!jl`K0{iucUYW z`5$`8)sFjkhLC3-vCwGOJ{;wCh;EavbKTnGzRP$WSJI2?{rTne$9C+3v z%DnCUr}+psT&|>BIXU~|G+bS}{{UNM|Dw@){twMxi_Ya7mRRP(Qx9Nc*O>D3hoAcG z*IVzYdb!_g^WfHIZhK!FMfKxx9|+ zmg}rWgmynx|M))ypGW_)i`fj%N<@&z%v`}p7Nk3zsybP58=^{KWiv@D8;Y|U?xvN) z35HComb`DH@zIw1Nsl)^r;d)%lW7w5bz|9!!i|!coAfb4g6vcAFOX@=ZH>WV>9g*q ztJKuCw+q(CdMY`bzJ-<27iz=#Z_eMI)}JEVJvE;MTmue{b8~CpDLiD9>f5}=! z!NnOyk-dwIeja(=;w7W-Ll$lc^_$~qx;0_|s706NsMNyzPJr+waV)^pPkt9T6 z7T%Y)J^EI9Ne{nUE-&-iuT___GuBDrDiYPh_ONZ%qq5>vW#Yps?}sh-B#yNjiUMKNUz5VwJ<1fEB+gh|%kR5X z2gGUxaT}=JyzcUA%W>f+Xuq4y8Lyf9JWgpu8Z4`EFqpHr%7f3XK*a$GYQ-ky9Lbk8 zEtXtl8(D!kg9sbYZp*eHWw3`W%~Ukz{9xKjTA+;DrUT+pBkDeWLTTB9r!}bJY4X); zBW|)ZQ`gH@+hrWp?Bn6^v9xI{yB&{OLP`uR5hY1-!>e*7Wg1$1Eqqi&F(muqc5n7@d(k&B}|McYaJoKJc_|9t9?H8(ls+n@fJ zSm2sweiD4vdmFfT1+9`T)cjX^_{W$#%?O*Z!eh&HAo+e%;E>B>U+rfY9 zk6$vsm42M@)$1hkwceTDPx@)Q zUN_o2=E}R~Z<16GrFp4%aeA^%j{Ru@R1do0xX+<95OJB2E2c-YxPI_9wgCK>o`QPxTM~^uibX^*5fGm)F0a z6nRc7;p@wI?bJNuKJ<8fM!a<1+lqF7zpOb2K|P-!X?~MIqPT?yr|jx_e)}d^-wDd1CzPLRbt?=LNn?LXH1u=`(l-}uv?j5Y1;7`=pRa9uUSS`PuMdA6dd|l|;g{~CWiUT#H@3Y7Py6^Fy9$5ytR~p0`$n=i*?XX< zXhZS5w{_3KNB`96Uyq#eOt#7G)^u*ql)BF7_w$E;O#U;y zb#uqGanI;au|4>FW7cogPW8IHO@8Nhf77;Ce_vsRi_v)6-`gp*ir3D6ApG-#U)RvB z$;Iz2{whD&P52?ZAiCede)}YU`vD7oUb?TasPnLo=`QW5V*Anlm+a3=et6pc*Dv=U zul|?qas0vj*RM)E8}Hlt!?j&;`S!-YFWTPmv%k;Ub^YSzmQ* zFZHQ;Lv}ghhxn!@@qP>c{p0*sqetI=&iE8bXG%nh(hj+}UXz=@$N4WKKU;rt-jKAR zU-nP7eficuU2d;gdDd6jAJk&avq3j*Z?_*WpFc0QWhXW9R=4<#_1gya+Dd)j-Y)2Q z|4--qlPjMu@h;b{x!DiM)3G{I&jDMr_hMzwmYR*C9aJYhKG-fS;r0$%0!qJAejV-G znm?qy$NG0(-@5I6eNxko`JTy_amUA<=edtVF5Ewj@o7`4v+{II^eP5Unh!P4e#3fn zitA$kPv+GYLpQvdj}{~(T0I18rLKBKR{lHRvede|KXal-99M3$u)fxG8=E7&UiZh;c|Wgz5Di& z+ePXVtbM8)X6yY1Fz?$+FC4ob$E=lDSh=0pRk%y}!IP z+$ivZ>ve9l@+`misej(D^FNTBo&SpZyWs;}W!oVgmwRzDy<*=?JmO?h=1bv_E=f9< z)RgYr$^?f{XVH*|^F8msSAFwNYdl4LSWH#j$F2!V7ftCo=7h1(C#{#93eUl$Y`5zo z`GI_Q9NBWaezw+byV1Hy(KWAnmZqVl*C|?jT%!NkFaM!Ezg*}h_DeAx`jYy5S&ygq zmedtA=*^^5qIHuaLfZ)p;rv#uel+BMdnxNmrBcYd98yX3F0_ZKmo z{kC5JQ||x3^3|p{|D^TEb%nj{VlVY9XBRxU`wFG}t1+g$&h}+(yR}TQ)=ZF6)d7tM z=SLF}`8nfH9FNG3_Byj?(Z+mP_2SLrO6ZOMnf-Iz|6VrH_G9~|#_lk<2h2UV*cFRd z+D};lf0TbnYfX}IDSvLdGBY`un5ZiKdtr}<^Z!NKFf#;R^$4&-i^$=U0HBf#E;*0g zk_x>@3f)mn zgsR0fOA_6jV^!&-wvuM%3ZuoFj=-J`?f2H){j%B@bO*1#z925#9p&y8ITb0IMRX() zKeGgL6dn!80?Ui=K^}?%abp3KA-E-~`toL(nWvO%1~CyNP$*F@U zh(dX|c`iu363=45e@OXUl_0>b=ks+DuM{|15L#PW58@34l7gU!iX}r!TJ>JH%7s{k z#Q*||;*v++&zfaN_`UOqVt|ll+^VTC8J{KxQ5Y?x4eb?)gdj!}ZmPsy;Q3Dfr#ZT) zG5}BzWsV=^SnZgB^>)2G2TP0)Vo@y?WL2dV0$Gw;Uk}}xhqU4((zNaH7SmJ0jxdK< zBj{)h36A^hdmntgaI7;Ts-O_@eNl4O1}K$Mu2tVilEDw%l*3p2`S9*LO}k(*^i1%pJjDY0ZRQ?vadn(WAPO0f>vD6g;Te_v_M7Q%fm7|-+j6iGqor#z83IyJ1*MrKKDz$zFt`FANQ}Pq~ zIaLH!jgzDk8dFD6`QpqCW#%kOkOG4?Z6d6LDW#O+X{X2e_V)GTH6Any$jb%^0!w5) z+@oySLU|cxEN+TO$>6F?^U5UmYp*87ROmKNlN)m%m(P0M3ZE2XKPpd5xV9&ykyJy4 zWe5n%=Q@fP>9%jz1NU?b&XVG$+I47qobO}1V1G*8K^u>S#`pPH`5|ozz?Q$2IZo1iMrA z|4#Z9gR0i`{W-2aH;T49-(}t8Se!SG&ll0~mMH_3;qT`=XN+UH{W6|x+g|JZlLe;O zx4LcjCqM2NrRR3(T*6BdLRXBnJPvlSBvtETP0V=uN`%t`zyL0kviIySCrCwh84Xl6 zy<)49M;bs}t+h>LMLlXJ8QNI#ly#KHFq$znvbj+pLdE-d!+RHbC8eljNG zq+R>gTl<{6geuniiaYq1^hNnRi#(s!ce|qs;T7N|vUjIPixdwoF`_6>pM-Uiw7FN> zFC9tBb;vx3AkD9qD}i&Qv;KwDE%?c6G|&lmDL z^Bm)Sv`)OUKUwG-V%s(y-EuBF%_^mF+xuJ&j!r6_TcPy3KeU*WXK?^t9L2@bwaMKk zm@+dWl{h^fajfu-HR%FmmPZ_%#+N_yyz7!d z+eN7-G~c#=rMQpiEe92sjI*y}ym$X8Oi&HfnxJ?P8et6intsLtsK#j8IC7oy(Xc}j zU``Oempw>h@nSNH6BLmE1jrJU7MUBD>9!@4MLJ9xTl++$%*k<)NQ!S#(R0esTx6Ar zgtD}7hbOh?=A6kBz7S5uLeiMuF0*-(i`93tof5q0QR%%k5}@Go^tBlMY2VJr0!_%f z=#iXA%0$F9XGozlag|mzDM&I;m_W6aGRP~fJeWl*zgC5s{&Q< zSunkJg*wH@I^91e&g2^?Q9X$>GtZOj91I?vLRRXzXoX$*Y-OAe_zHWV>eNR`^8A$e zhUKiSM>FFL9<9$4TqFWkCvq+{YEAXLe=zlmUdceP6w}GXy(9@hd3d3U$tp9G5hPqV zJdp6#I2pc{T3e8ia`r@~OBwT`MeQ^DH?D_PFo?kET5D@^1}ZqTvB-A-&$BX^nTQCP z@XBoJjEd9=2Q#(*WjCud*!P0xgOP%rOaAI<77gLSY#9vP?4({Dswq! zfFs>%CF#cC3J9#6KvbGk1)3zHow9<;xn&y$S{38NH?WjM+gLgUVN!Qw_W~ZEDNnM$ zb$%K2nc@visVaPV25D(mB>8l~1{{@>F*zBz0Z));iN8QV%#s}G0ZLA(kc>_Ng-HEmIy)drNU(qJS_IjxLx6QCk1qRdd)MF{O8ZDyfR(v}BU zOVcpfkJ1KVtAL+cXwJ=ox4VD`?M0m{G7nQr4d*>&qN*gEGRR0dw8c}K(+ZTu=E=R< zXra{4jI{Cs8*z1FZX}Ixztnkf-g@tx8_S@bj1Sj;-uF*h%k9JcJrf+eU@$1Fs)~rX z37Vi3l07$1H2MA|a^u#i=>zwJTPtZn;_^LfP{I%#KcfE)#o?bLp0oYV5Q?Ae@?;e` zPuN*Vl!96@Epe8?)CtK^4CxuY`fl$lmQ@r{F(Z@82XXYP6NiciRf4@d!ep{sn8CVG zmhGlo%y74%7HJj9S-ny3Em_jClL@l|0KO;lJ)+<_{vhYk3?_48F7+*!cx8QJB4`Rc zGC7N=6qh=3R4OWnqX-t=XFrbMt5hIQL_Nhse&VdGP#QKAtCJ%IMG(JF^EBIbKR_sKAmyt+t?0E8p)hbtcj6p zXX4&bm=RrqPT+fTIRj?aRQLW8Yer;Mp+(gr$|{j;TwD~vEUgn|m{l6p$}Hm|6)kWO ziYuyxsA}_x%(i3q?PNrmf%!jdG zm^L($_EOaSewTHIuMPLhRbtr3VF!(u=O6py3*nCTjhKW5D&Vs!wLdlMVM};ErQ~FB zdfJ{=d!yqakx~%uS@6XbW96UJA6r}0$RW!t^*8h*y}JyNOD2=8EseO271*{+wUm;b zLWR)$ptxs~yflaout{^M zfKWG@X!!E9o(2CcWfNR}_6T~zD^7r>INpT8P2{`KI+xbinA_yJYUKhEgoBuLs6Is= z!Y@m==v!|>&&Gq^e|>9lYRfOvDt- z7&_lAl|Wo5Zo2WaU)6U({C`Ai^sdAr5@kpdk#1C3ZlOZN`CXPr4E7NgM4`Kn4I`b; zIgVAkb$;}CH=kB-(Y@M}d}`Y~4F9%h1^)xu57obcmfP6pA9?&r!3|fUZ+!epAFYnZ z_VmvnK35Rc^|Gy)({CW5sMCMX&8hW}AFDt69`Exn%|3fPm~HDK73&OtkVa2At;{*I zX;L+Yw|-=aa`f;z`aH*sMt$w$vA>98OI$-J=EG(cbg`a3Uv8|dgZe(=k`<_~joW$r zml{z-ezn^9TnW#6OW$ltL48+P0g#=mdje4ort37cqlrTYpv&moxTA=OCm}# z^?MOh^8IT|aDeucq%3U+yw+hl&EyuU*kJo+g zdxcCGeDbz zNWM5fn=aj+%XTkE^Nt5Snk_m-VzW*KNO`Ms>CZ2d;{NsPc4+EjI1#em*1(iY~c=AAKVec|VPdj?qWEah(mX)05~c>C8m>^|bQF!i|I%d~&$*+5Smo z_4NqYlB-$6V_i@8mqKOZy+y6#hWlgRNZitl^Qs{2yRtK>3RfDOZ3 zFg<_cYZ3v(6;RUAHXv-}+j0JQ@NmJ z5i0?;9&5$9wZ{8p1uX1x!Yy0`(nzGLs+Lp~W%4bh74JbAX{xGvJ?*{s4lhKCsAsM) zh(+gGX_P4 z5L#>Nr2_6jj_jS7vxtzA4|imu>EPZ1WsyO+cvU8-5=2B`5g~A4?h;hS$dpZ}D3%wQ z7rU3H>xOF0Swg9rPP{Tdx~Jd?epbFwcuUS*3sOuKTv8w|5!PWF(vO-(^N5&)NXgWh z<2<-3$a5?&RV7}@t1>7VROK@)u|gCLdGi~wk6z5Eh$;}Z3~vjav}=*C%78OX2Wmuz zaVJHRRT@)L06DZ3&BAY7FH{%v0r73rIq4Ef^Kq`P53POQTXcTd6)2jdNA(0iZsbi& zM`h##R{4-94vB1gUB|^!Gugh;j4<;+bc>CKe2IC>`Hh{Fq)fs*FN+M^xM`5AguxRc zn*FV|R!@u#u*&x|1HTE55idcA3R)9f)JAcwNJZ9Ku%}ty+bGmS;pApan9P?^Xj!MF4fYjojfz+Q_Htw+G$j`|Wwg>jr;BZ#v$9w@xxQB>sSZ1DB2Ely|ECoS z!QoY`Udo8#kurkXDG2G8_t`{fY>=w0r5DeXB&R>eYJTq*xu) zAyQIKVV*by#YzGR-iwIinCzErb!g{t| zEzT5CNv8;+i85AIQsJ@A;OxN#@x(3DK`a%tsWRdF-PXeDWlCIPm zrn))w!Hm(Axr0o=xn{Ui8YAkvG-&Y(-u7KCoko+kKmYWE$G^ifZ|}!(N;_rrS^M3_ zj-OOzt~W<)*B`QE-G5Q+j|wosgJO}=oJga~emOpT-EFXI15;0G%u4-P^;6Zc>_enm zeV!!6y(!rvlZkb35$x#V@}0eagePf(b_jB%+YR-*k3aK%ZL``m&NFSzTyrt;EpeG> zSs=>J+>B^3eST?0vI?FBXRR@$4HeFhYFS;Y$nJErZn_`6KK<>WAIP7d*SU?4+w(Df z@CV%QvJX+NKu~g1Wx`tX*A;eC-%YjWBqtqm1On68?9Cg2rP!v#{L4XD0jERd6h9Fu}vUe2f2Ck{DII!~{2 za+q{EC63rfT%x)cfTGggnsB2udbP`%bbGy{Wz0|ik?FRR98a~z#c7^FqxDOEvU}M1 zH#%&!<`Xe_->yMv>yf_HuT6mSIL}PfeW#Gh$mQ?7zizsVJ`rWnjpYWKuk^>0y3jKx z`MKy^+MBiwe9OlvqaK^ts-!@@~6< z&h+Rh_ub^>Q**)FJLpF84~19Ey}C+gpSR3KQ5t#~8g9P2NqUKoCZu(nE&Y|Z2T#FT z;lAAN_seB}VXboXE2^?qXt`Mhgs6-1e2*wlG9T@_73-4deOu#6_0VLBoq{5k(fRNl z*1zAlNW{~p&uGO%as2m!U*Z1_J$3A%UgtabMtl*H%rwjNio?!$jCop3(>*&z;hQr<2qM87H4deYDt=xT&_j6OoW|qJc>_G^*-cj~=E42wXExrM?HT#q#D# zoar9GxRAy0Y)OG2i5jF=wVNEy*;=EXT!LOT;Dh29RzMqi2NYEt$?)W6MX06>POFHd zk>#}CXcgsf-^?mFT^m z_!(5pQeBgYggB7^7gUv7Pmd_8s0c1N69sxu_&l{LL{xP&A!(Zn6kqF&xrqvs3Z1gN zR+UHlvV(~h0`Rh=?}{3>(`FVDp26CS%5%-N8eODF;X+m-%G@&BTyF2O)`eq7^p$cF z8=8)cwFRjJECYNkqYLR1&*@ zq=>Q}G^i;xL4(MNh?N`}n^Gzql|Fz}S@QizMZ^ayG+qECelG&i(^;pAj?rV8MN$Af z+IYHe3&$yyoQoofT2aDJwzJtFSF)i>jhS@0+^Jfuh=`&)vo;!KZ1)f4HzM8WGgCX) zz4F0rm7H=sDLcVE(z41K>lE@qui-*f2!x0=jv$ZZ%Wvdgvy$qasWUa;RBVByyGd$x#$u4`R@rq6DegWCcQG~Tq~ zQuiC?V{BaD+d3xMrCo@H*_b`kEHaHxijZgKXUQG)KptfW2|$zm2}rQBO*CQ|UL1gw zQ=XY`MI!xsQFD!e8f=GfF+rW-!bTYp(68Vie#&+ABV)XQruMgFB0@2|%!45$O)HXF znE~-ga^^%;A|e}_ka}U2CyJQ7K!~Ov6w0|tydi&6T3uc#Ua5}neTCn7=VEc@0GL#@ zNQ63dQFlU5y!(nUC_iyMHAd9k<9%0l(xM^BwE|+?m_BlC%=H9PQF(rI*!Fh7hrsK+RB zgP0I^F6Ll9!yo4|AudrMk?EPim|CgLXzgNK@*Q%6-mCr0{6qihzGl^ZWIb_{SY8FD zQpxbFOjIV^mS?E4yGKNZXGAVXRR#MI{S`!svM9?8u7tEgss0+Z5h(jFj<@nBr2_wc zd0X<*>WZmRSTghC(!js$yJ#;frBtHWy(WUqk48E}pd=$;G*i zwR1CgQUyT93_(#eI?10K*_m}FX*P+A zWZ;r@5N#C$)fqe0*`aGW3pqH5nTSaxgI4Zw$qbKk6<79za_lK-Y`$vI3E`Oq>yRyhecJer@Er@>{VC|IVi43EP zM0ugfzV~simesq`Y41hr>C;aS)_g2Gk8{0kSMJwKnKqZ>_$At%!66K%@S@c>di|*1 zgb664s=)`exbHtb%iC-6W#VRjP-ZHywd?B>=B*yT&GmQIrzQK6#!ehm0m{a;XIN!K zolI2$%ZN$_i!f3_wA{=5wjR+w6qk)9EG!~aGI$=VWVld?s5psJF*#r9QYE62D2OSt z2`Q24189@9qeg23B=h9?o)IS@X35*q{c(($+$oiAIGPFI+0&Sx49kX^AKON*j>S$NXHE`>>T)*w(ZFRrYhbmr;4EjWVxWdx^|<#th8cI-5w{-EF)iOr#(jdGx7&nA^2wJ-+6wz@=t5MDIQt(dHBb} zOVJw@-|;cKF}h}|1-jKfsr^Vei{Bv$cr$kZVKNv?N3GZ4>B*z z@pznT+D6n=s&G7>x2M}r|D5aF_WPsh2Y>$0T|ZvG{cqlW6CG>8S7!h^xIdI8mZbJb z%FL(?id8{J3YRk5I%6$InM$exdG?BqP!bg-YATnpX_xD~2=>&c@|6Wf2<gUOq9OVwX$qHS1=#%&2E6W@(MOuJFaI!b#x~kGWuq>Pybpzh19D zv;JA_AB?`KDAVS4gHPouxaUW#XIEtBl1)@(^kx{Ne`)2$H1G(Un*oN?>i@p%QlO=L1P~nm!XGl3EM41`x)5A_4%zf+M5@qK) zS9e@6#*o)1y>P&~j$BMp`+k{?Gfaduy=-z;1!|=dw<1O)}M)StVwK4$(bz$@d;@eE5o9eW1@s) z!{v+2kPcCBIz>)51gj_%U?y}_tC|E5Ds^P3a2L(UkJCPyJb^~_k&?FHAg}OJ2f4Ds zw$Y@&+}_g934ZtR(K~WyNg@LZU;?uki-nuiB5hi$yi!0A&?fCLa}Yylc`);6okSnL zq7JxlHkD-RReibTnS|kGRnhSBsU}Q^>^wp4Nz48z=q>rep~s7X%TgASFQ?^QHo(6Hx?Z zRmXW%(H#$QUscw`Vd-IARomH!2?_2g*FaT$^7^kb5sStDwkivYH6zwj$l`tt(ZhYUDl5vPz^CluoN=3kN5GcU4sh z5->D9&65CD$D}sc` z9Ay{1zI#6a1<4?Xj3{03gImN?;_U)?mOlveVIEd%`)w0YXIi(+Vpau$9!6w^b*D^Erh}gH2m#Rcnq0ngZp-G`ogahCpIA96~&=gV{-2~8G1r#bXPoA^) zjtF-*v$gcbhn;PMP+Ow<|KFE5n1d4H)) zBNJ1IcwvDAgy}pTam_+tAt)${OaMs8aejlm(0q#1SO*~x2M9kuxFU;BvZ4W1XxPT& z-FGBHQmV$qXs6qRIaf&{^rB%2h|0i}#8tjVWrAU2;L0&1W7Ep4#Dq$MNUW$DX_Ojp zurIw(Fwn1O{rhbHz2k?1|FM7zMMx_XBe_r#MbiKP2uTYSz=%$*iERN`kS<)s_TUQO z2t?;8&?tmXhnR(d19|eot0Do-2#YjGV(ObN3tZo(o!W{!WQqd<6qT%6i+V63VgSSe z8Q?IvLR&DTs3gKXA+n_bvlWpEqF_`qOra@VPPQD8JApGKBr{;blJx)&!lo`5UI9>9 zaq{iJ(`p7Oi!x=URjTk%0i znncXZgq4IviY-vP@NE>Kk|+@)mV~E!j1v)pTi45JgNmTIprA3T!Z~s#s1s43&R{1@ zCuN*_{SVS4Svw4-?DA^#%(zu=d1;m zkI8wPU#&owONrd~F+D_RV@71vC!`NluNbcx?^1Q`U*7B+!Xv;A$Fo*xl;lUgjk{>T zfuo}EaUzg1Y}t@{b7c}1uHFJdtCo3E7_t}tkobl{gXd5DVZ)#QBOwj;43Znwjzzd${OJX-;W;Nw7pPiww)c7JvLF|6 zbi@+MrVN$ag|!1CHV6REENmm|T6>T>MZgGpU-XeeUIhBIt{eEpl1IqIQ(4w+#k*u- zC5RFdV;Dj#9EJ;sbKGmDkWyoZ8ZbWD1LCY)aXw{4=n2pfdmWQenZ%*afPhR`uG=$> zJLG|WlA%dK&0g7}PmUra1z^hRVddt4H+pLR7_c9x>;<#11qn!W5vd3=u8u34|c0 z`x+OwYOWfXgFbM`g$;>eF zetFTgX{CfhDR3qU<3}b--_NpA5CxbsW0HHT&Ad4N!=&j;kv>VSIM+%&;o|r&z~vQM zplx%BoW=qh3q>>%h^i_TAxMX~9W0cb6CYIm6xR(tE%HJ7`F5sT%&f{xuLQy_i;m+l z?uYMP8?+^f&a8VzEFWpRBBtXz7ht#qH_*eJDuMD$pLx#kw8;-Y#63lT!X{%z?ZfUO zSI{MB0un}pARGuD368u}T?D(7rN37g3W_Z5&y9}cZ&i0-sd$e3#QK@zf5I$ns@mr~ z^PDZMGwtV+#DWeGS|zL?5_HxqW?~2e`*9&>S_FGU4RfOoG2}v|8uM92 z9vXPcC~a(oS;1&&!{$3fAt%$y@(l1Uv7<>MfWp4-+%%Dhxc~^57&07SXJVuVkx>yf z2?7}z4GiLRNAQ4XMOfFuulPvHq1{AT$%5&mWEZvk1Vbj%^Ag zKpFn9@MIJskOuB5F9gbb00)II0kfsO5PSKXgCki*3)`?hT-pt27-SJMb%YLZO4(@P zZiq?*MeN+Fq>S%+-E;%)?lZ>C&s5&l`w) zIx#t&36UOwmN*b5N>Bn2h^`(KiG;~gh2=3VAds;wTsH}jV#My%z;$62DiGjGHlT@; z#8d?7bP9oGjSwmcXkJxeb+U7B$dYpg6p<8SOj{!(p@5-rF=9j;phm%zQNY}ktsJVD zFapYoaU#4z4B;MO14rgxR%<~OG|DDAv0RK>a`$)_TFWSth>;w4o`SLHtZD^Z&IN?T zf(h(#JfVUyCOB4T4fVP0ew0ckR4{-rR0OzDg4%!0%s~TMdOZnkpl=!9+Lee5>tr>` z!4;eURccp-TWChRrw2r81tSErK}Wi1B*mZ{fDnwcnSz2BgomHOLD`YoOD!0I_17XC zK$SaJVlt~p-v9*Wmt(i6ZV02;%BNhH2FMv4_1-qyuQx+qm zJ0Qr?*0KK!6d@oW5j6x!Bq(HCf(Ee$Eg2{24S>*>W3!^b0WF%^f*3coiNP?dD(r+J zVJR9Q7?g-01sus^A{H|SL{z9>(q~SKJPQJ_3LpaB@#ZyHC{RH7wAq#Dvc-K0tEX21 z5CcdIkE>foVZjt19KEq8979i2yFJwBWQyw{PHU8~n!K;}kjugB^!Je&qAfE|)#X_(sUlMZWucNLY z6=9XNYzn;WhUbhG9)wDI0WgcZTj2tO^77c(vI`Qh4{Ci;xnNx$_Afo83X8y)2Eznw zNOZSaltT9%a>vXq8y#42Kd6it?evKtdA-x+PVH&IQV5KI!Q{k@m{C4#UzShY)GOvZ z5kfGJ_q(=VwXU0f#O%}sTKIX3xL>ZXhdoJsrs@QDz<0`!6nbe)jfYU~1l2gr-skuG z%hr!1VhD{bp-h+nW54?uX+sIFc&UFgd|I4+yM5kuDx1<0!S>=>b&RqHtsLBfHyvk z!9=qvZ$$5JvlCZeD0o5msPtg>%6k;s1gzq9iH(4WQ~E__|617Q6t70D1BB6hz|b0J z3>CF-GAqE?8_DGX0-Vo+9JYOMyK|;Wgj* zt2Ddb<=^c6m2ZDWf4@7cl`LO75fi(Yl7FAA&8hQqP=48f*XJJq!_F-#Ptdqm7Lst`3=mQ z7D|2s+p?z+kP|`zc;F5{GJCwSy+PbB@oX4yQDG)WG!W>9TA(UOOcP*oqqb%e3~O&+ zRX#)APW&b5sp~(|cJFld+x=DEQ&+h>OI_f8xQ}_U1wU^0@6>8uHs-z^C(QqCZw1_@ z?W)n*;-GHo)37Z>?^3A{F(KWd_gLUNo&0(`87B*2R{_hks$KM@WGQz#gz?guO*a>MeH$k%WqY7Dy0U@BKA)!NsfV8EC`!N)h z=!M7$H;M*%_c|*W4!lGsSpvv zgOeb@J$)7sB4QzOLE%vW=mN4;QTU0K0-<{Z5^5`vpi1-fN5I~%fZFDXc_slESk{yd z;3i}QfJvDxgGCrs2h&J!3gV%p4WsI`F|id3A~OSIB4uDEllCXBw=KTRR#IiRYBDYBzn9h0>PCK6JG_m0H6XPF^dvwLIPkZC1gxXHmm|v$_^gw zgZT_FX0NL7LTasTA&*3c!a#?@D*S;ji1P*%S(Z6jlnAq?uyz%L%mid;y7|-`Cl>7e z99*3wij69YsX8ae_R%$lKXC43-0E2gmG1j~oG}ZdRnx&#Wj(!DJ^PY#dz8FO1yvh% z3GYH@&bn<~QV?$@)KwbQBz{RQiP%j2J9 z`MdBV?JjUKOw1|+D4_a;HLA^$yT!engjl&fs=Sbip%??WG9UvhHVB7=st8991X!4G z)mNyDY{`w3nkPnP#Dw#R?ZVPCD1B0*Bv_Pn3#Zddl3P)N5SCCMfGiw^R0xDvMH$Qh zZ5h!pwNnu^!x>FYS9$yyrHifY5f$L6W$tzqmV{t$$Y+bVX2~#7awE{LJP)tvX zcp^q7PxI4=QiP(yD-i(T;%HtcR+D-bK;pyjmheFRgmgV82S9b%8_tgXtIY~RA)+5v zF#=Si5hv(c#ST1^ud31TV_cGM5oXsi2yqYrYIHX$XVw{SIh36qNPnLpo;eg4`Ap` zZDt}o?AX|sg%MgLM@9jXFe(D1qlxbn0EX-?;Z=`9FMxYn)$mfpz`jCKWe&LCZF^Q- zq+N^Lau&FtG*RkB;B3XiRg$AoHZDbWVmiSrGe;;;hrTV#)PGEPzu6zP=GvjSEIfRo zzAG1(k|SdxtJhf>z%2kH0g;rb^CF$1_}1Q2@~<-}rB|&4jpO$CkPZ7&1(;_9>M_HN zKh3^erz#(wc3QRU7ZmkJ%*)nL+{W}?pfnf`=BIfFQQ8^=oDZMAhv!N2%iCiqTGz$^ zW1@mCv>~mp{!g29ZED1O*vO1|UYKE@BE6jA5%EarTlH;lZO3C{xHdd8?naSIv?tV0 z>-s>5@<*6wITDdD7VXE+l3z#~IA-RyEWJJ5UdzY*f^EU&tU_sWfq1;XKfYf3cg*Yk z9aCYsv_g-!uZ&MS^h$3D3evFKS{OnCBC;;)6UrMqft$^Jdg}l~2M4!3nQTuiz`?N%lq+$#4t%WwtLAUmfNN*l6?|V0ZI_3D8 zP$)eIRiH@gZBaPRG3tCv{hf5#kfe;Gz$*i@03UZ?;EvKSx^{-e;K}fL-u|mAD`j!+mYMyAAgQ*j(Vd{-?M!??msPQ>94}S1Ca-K6|S3vjd6do7~so{ z@4ZhXKOO{hk+vN4_@sI}>U5g%49o9nLG%fJ_U&^^P}*UoE9=U29ydQnlRcw>FQ^LF zCPHo8FJtWO!|?GC!djNuxiqI(&{$;@MRjO2FMQZpX#llHeER<9hJSP0{*GV%%cpOz zbiR${DYK9In(;oPlk{4l=qcjw0DgY=92tw3G?J}@kmH@Mt2`|T6RE;xj6x7Fx`ZZ_ z$Gy-&lmS<{63W~Q@h6neSPk{Y#p!xZe(3&#UEzRzX~YhX1Lk=?FM#VgRnjGl-KCu7 z5&YJcPMmWlBC~9S$*Ae~Dknx3NgdW6DF^fO3&3tM%m?+>UqJJG*!^Mq_M&)etOB15 zu1Rl&HjInzo`;tgtxdi(Etz}3fZMH_!1F5D+9RpNo5r?Kgb-52@C=j`mC6d?ufOW$ zH?cgde=YxwEWcO&6Yl3F^)*ftT13g8a#WS%=6bAr{9GCF@o!k4`0*9tkF}15e|H`? z0byPodq5xApO#JL4TBV5*l>VUa^{(1@pJGpkVL3RDa%Dbd9l5~4>NZlep=f{r5B$) z;6GDao4ZDg{chn456z z|G1vtmJ9jPyh{|y(lq5bcMBJQ8O|2-^mV&JKoT(EFq;#Ve+xWA2QFLBj||uO_%-a2 zIe`NZ5>iw}WSr+|kBw9oVp&%0IKju{wmr9}_s7w4K?sYe5iy}$loo>T(wFGHiXob0 z(-1beUt70LZWzbG2@b=`R37F^2}^NH21g36A|MG!_|01T{e=%WR~&k_~A1w?=1q8MP19=KB~0aNehSYPVLwwJCV&KM7MGB0{ndd|R%Ey+I8@$H+8fP=YNOvLGxHpt1dxPmBreRT#n;YE@kT z(%~+8k9i$AW&%rrbac(s3>tX;puhfz+C^e7VpyVYCcjkuxlwHEPvSlE+ZexqT>{cX zC`b|n5t&8@c-q}hEs!0{)-wSA`8e z+#h9_vMs3#`p1HDdlNc95wMV?K%y`Spn`s6888ZGzz6^+w(JS%>BuDvgb+}O$Raxl z>8c8`OGOm6M6nd64|3Pq{k&R!BFzE|?0j+fwVwN}Z@_zkrikzxOTuvIIC7kkpy@Iqkm&bYG>rcFt-EJ3KpZD*5apUzEU#K>e z`&o65mq%UKe)0RH+1m2S5(k*%vPb%Td3_bM{X>5U!wuy5xrXa`HrrV&7rV*0lQjw$usSaV z6^GUIS_?j-9)RC0z6J+u6gbAFDe?r~7uInxb+Ix~Zx*SUxt=(px3xtU*&q(oa@ zezLKL9Zic`8NBZ_}twS+DDTHfleqDwxk6M2Fr{%DD=&SVi zEgtO*@(#EG9g%?`Qkr{_!wQ0@Kl>0Yn;Lt&p6jQ;b-uyz3j_yKTv~F~*q;HfO5|fc z*+{RMOV*l1yX0U-a{t&Impm4FRr${F*uq~7wfu?Owb;Jh*?4PDHW>2aV3};5QJxaf z<7{rt=BK=mZ*ZH>-qg#|Y@w-oTd^OjN&>)m=P8@iwlFt1Ky~u#LI~~Sz7T0`0d*Nmuu6< zW5x}6=eqg%9nMDwP{4S3ETHt=`(t0>m38;t-s>r@Kf5%GFGW8gFEK|O_A~{5_bs>= zHW5LTX?sF!>+dS(@hFUIm!ER9IAe)eV?K&$dky{Lo?jiVO21<(ynXFyL-Wwsd%8r~ zo9wU8_I}BWIpOn%ERoyz?777#yM61w2~|~^^ImW?0XF+svKJK`K;LkE%l;T-p=a=4 zp5nuL?Ew?V&X0H9-=Ef!=HvX$8~mSNUtZzqzRc+Uo#<)DXSequzV~nXvX{NhUmutG zTyM+mrQqqhFK2A;6aVG3pH)8}{=3+HZ^vA%$FkZwBk!apKiPb;kH24@{#L*7{L8+_ zk#T>CiQ&1%V|ko%tjNpgxi_oDDJM9{iOq~_h}Na$1^I3gsj_5yxl4EQKJM$cSEJiY z%u9Gs?b`}nS3jPQU%$c&rMG%T|2pk-P=T&R^RXjd`M~Y_`*YFI+U31h zE#Egi(dEy3{Do=T&c$!<0uRXdv>~wOcnbS?^(O1Bf0zkX$J;u8)$`c=OQU_7Pf31} zzEI1l_t9_m@eWNOj=LsN+stF7liS;U|90*JVrlY(L@^&|56vk0?IurtObov?!n70o zAq9kdyy*Te$1dY<2-m=S%nSR4>VVNAdMtNS3m-iG^L_nozkJYTg@SoJe2&JXL}`!Q zPjn>g)tX(!KhyY7tMkCzZC;{Y#;eYM?evw;$Bp}i;8KMZJLRJwt6k}OeA4^(KlbtK zmiKY^Ik)lnjlKQ$0UeiLxAh+THt#RK+;7`o-d9-$EbTSNTjF(SJL`?l#GkL*=U;tg zm2KI1xBB(V%kAS&Ue|H^f8G1?m;AeG|EH^dZ1xaZ&-~5Ro$7ejTsArTdUI~B3&`*4 zzMtbx%6z#_`7pEPd5fF>?nCvz_vhc7mq+HWPc94b(caqqpP$yB3bzR;xn2A>PxAxZ zN6~GmmG|##|L-nOzW$r2Cq9qMXMUUg&$sn0mTXU_e7d!t_77japZ}}vH$Bdm-kwS6 z&tJD+e*VK2KmY#kUg4u3!hil*&tWe={k(qpx<2XnW%A|n;aYcmIX+(CkE~y_{_*nt zd8hx!pSJ(&{R)?UcK&n9TVDS@zyDL!2Kqrt)_Gj<$oBXK-!8igZY1v;V|)D#ycxIG z?Aue_9{bOaKF$xgKhay-?Y*w@ySIO{ob73*P-e@*o#P(lcldc}AOGEc(F6WT?XBIm z95wmR%YB!jS=T~Xua*A(_4|M0ex9HH{_!&p|IPFBKP;2xnty?VCL3?-^6vmIx$Lp| z-3cg`_UqjiL&HMNZPIo$r2Mws|7^F9On-rVulX76HyjP(ZNk4kLVJD`|5OFQue1F+ zo433U`%k#y<$C#y(DrYSsbLI1Fzd&OG=mpQ{%lxX3f4;e z?Qd{D<~SS_QP^k0r)B%^j^_lt_yc?_(VjL;)%yVpzV|NpU$%%lb!k`{M*|f-tfFHzZCou2PFQE7fAX~_lxxL z?=JHRtZMt6zr=g}DdEEcf8gVjrVRUUr~gd8(D=N?Z%6$Ceo^`)8ngau@L!VX9M8++ zdE*bFkAnYrmE&XoT_oJ%pLPDalKA{uaT_NOf9UldkT3fmz+Cu?_n+U49{E4)&*OF5 zvFx$7qh8w4t_=EuDe8OwUbyFR_zvVM+nDS92&;qZa-MgUpt zethV$2(=MM#(ZL2jK+c9uftYoD1AqMJ?G<*Plx`)z5m09$1BPApqGQ)xpjS7`7iYf zvWOtZ0XX^sPaK8yuKZ0o=9R|Bmnn+lw$wXra9f#QkG0y9ysUD0+#l<9?dzBD?Q&l1 zm{{|&Evo&D!yr+vkVyZu~Uc;@K4THr#)$$oZ^q|sAXc(vr~0Gz*y8vIKhMUD0}0OR2(%77M2DV1NNt z1WY8w_=5tpmk1TaTU-^IVROCEF?mX;#qVe8Bz=d;$%()hniT z>+#mph>iMM)XQCJ7bwt8`UhK9(wccfZ?!C=D$|%UkRg&1u*$P6A&HWi6p**5j-}!( zsN9x75*kir1jR%olt>9mkmu=ZCls84NZ5q~cpokT=H)I3%0z;~%)%XzQK$p~2!1%} z7>g2}xDW-g0ak=XG{|ehi8i>L0W%qpuopIXqwPSP)Jn7jLr&7c&BtTU(Tt}7!KoUFIA0$8GjM8Sf~Vn}0{I8s$)1VREuLMB?2B@_v;22=PCYNcmcR(kr3 z88Ih%A!R~U_3K5p?Wjn>A|?_ptV$#xCIHGn>Ms~f1qGGm$SI6iDW_qQ0B=Pd0x;2Q zxr3>o6tXaHR2x<25=I6yz{<=fO@%5Pf0U8v8KC;oN_Zp`1kF>*+?exBe@uu_4oS<$ zu$wF89N-Q`nP5;(1q2d*Dv_k8uqzDx-#40Eao^$9WCuJkCP6S0C^IV~dZvwuyOC!u z8c*x{Z?4`@s@9p8;VYmJI)og=rWu3_=9VRaKroZU08fA$;%mWoz&nyvi%TgvU`DYO zhlzN*xL$1kI_E4bqMAO(JUlG{3ZIgpFaZ{Zk5XGrw{bAG!VcI48%Eaj3QO?!%Vr`- zSdV)??qTx|;~{jZOT%mg=_f`=AzHN($Q5c-t7virn<-7=Bk6D-k9oYS51D5kM`cEa z=!cO1+qwKS29P`aC>;mbSrBxL318j`FBw?y7WFII?9`a^WbnQQ zkmOky57CE6G}!cyAR%_-#9GAt9|uc4e94Js7fjkKSM4(AE+Cnc^R%R%!EXNs_%%=^0 zN(7i%_l2>+Vp(%Z_Muk6ixgs3F$n@P^IHE}v?H=x)i83WIXEAaxLArcegNzewWtAo zw}{?Os-RxDMQT>fIl*ToLUOPefkOypXLXhbBt2Sg@h|ucTM@Di}Zk&|TRHO?M0KJo_A(?+EZ`5($n9f`~mBy<+)hisvcNE$Vthf!k5eYt8;i4 z?&^=5-)^lbJ+DjmYEL3hIsHt_O_e*n+xY(9iZ+1f#?Rzu=64iCxy*IIJo0$o(~rv% zt+hFqeH=cI3S3YY2fTaUqbvhP36yeQMWs7;BSU;E)8|RE$1e}L-><+u8)E?O>rk2s zfPk5fY%Fnv|IBj`QWiiA$rJpr{W#vfS0q3OY6PkoI3Ho}XFe>yK&_kf#r911_Kf)S zRLevf)Olfd^J$)62gZIp$Nk&fy3fW1aOC5AU$XGn=2?O3@<))kR3o}{1ANKX4mvpMLH1kQ}BGjrhiG~PN!8t1@TwSkz zk-Wxb>*;ZfiQHS3wA2-G zH5PAD3m)jdK)!n%$V>%r94+%iUMe>#WhknIswyZP{2Sv|Jp+&Q2cc+xA^CjT+x?o} zp_O!h*4i508|&u?Z}^Tzuo-5npicL{_%PH+jTiOq~fS9 z#IVHFJdLM8R>5<7TA2l@a`AZfd?J2sm(NYha0Y_~Aa)}097V&#qcW?I0`SB-5u7kj zACZ}i&TNDUAW0n*+0qiSKoypji=Z$AjqksBT0vxbRAhRVRoHCZ=`1$VU_w)Dxn#W>*j+>XNX_17GfX`4jdRDhzL0kF5{YhzVp~AADwaGtB?``lvb_{@1*1i=R`N= zB&wOdCtV_GMCQ`?X>p9OU9cXLKl*+px1MvE3EyJA&&agZUO-pMZwv@f0Lj2i1zzac*a;MX2tDA3byPDz(@1zyH)JYU61zlnF=zGQn_yI55#4MjC z(WI-kw9GIAp#(xiF0TS6Sh%=3f<`B5;n1m(fJHXo1RfHB1ki{`s3BO@0pODwR3jiD z2Y}{*k$_H#07NKQfmvmdRD_^NKnzJ46EFlRiNcbCS-Li=*Z|zqGSJhx9K(^Kh!eAf zsxh>@6@fjmfnzA%sUAcw$fM2$p%thfaR&b&1R(b?!ikUxvwqO5kqX-m&cKWdm5No4 zQ*<_k*?K60GKN%PhV!&GEJ2$!w~-J<;dNTMG92|eq)o138)0OQSVVoA3M`hM<){S- zXH0Aasl?(~<^@D73IJYk;VW=UMu(j72(usEupKC3wqoquR-IbzRl?yL3#9Co1F#eu zfpXOT;LL`cZabxS7Bxn*-xR!yr{8rPyppXQMcP|_-;zN@sA_R*6;Mc-it|qhU5gln zQJp2ivufr>n1zAhR7OsesMVkqVy~i5k^{S`4(3I1ml9WB9FP!S{do&^fnbiqCDDN|j_XKHopO zNHz1z>6&Iqlgb;=!gUA!Gm`*y12(8p_GLafJd%&(G*MVT8n#F2B>)joBIS&93nx@z zj(WlZN+J-AQ%lg^M(j6TziYmjJ zk%BjuiBjtVEK$LsPrksMM&C~hCR~@^ROeuH1Q%|tt$^~kGha$%;a||Y=Krr8aqR_Q z1QA|Zz{s2u20lu-3{j_ z*?xlfW3fOil&!p%Bs51E(H6P8Iv}AgiX!?rDI)gz5C0#Uioq^>6fh`Le zoyDaIhOVu>@q_Y6ICRK({D>QBsvGF7Z$`C=!=6@@u!0!#^JYn61uP-Fxoi$W^uCF=mlB|Oov5Ib&-h{G{ZZ|`S@ z$ac9C9b_L~KFQe^Xy|{Q``etankUzaY$UYkM7y2)Rv%jDq363FgrA@61&_bLgff_Z zo?{%c7f!NYZKE$ytzf48e9nP%r}~WCff1j(SqrSCkdah1F7mcl`Q+m*`+hEJjr3d; z1kT3tC}PBg&I{wCHGjH%lKe}Z6XsMfi8Jet1Ok>v-;wB9c_A7p@xX4OBYr++i&Q1> zng{HIgEw02^84JD$#6{TVLjY1c0cf!2P_Srn=f0OcX4?F=B!_q-z1vr$mL#kG6|G= z6l-Gplghu6ZxVqs%b`LGEan@QVWM+Hkju3$TXQ!rNUUU*;;xWV;eUDld#k{Wu#sCH zP-A&7`y*F&`I|fC;9q;nb^HYD&!m^k0q&W^;9H$K$?jjT z!J+iFf2-TAKYiKQ6g`TuCKZI$1Z;iPWx4O?GyT0>pC9%!jPDnJ$ARCE54Zdst_RAu zs&5>J;2U!`BF~pXAjq0$bGnFtOtG}8bN#!ZUk>`UyqYY1d0v(~NHAV)o%7sHEWrcI zQNBec{~MSe+VUS-j}~7@hQbGlKa@|(S@&~Qld(SsB1o*Jhx4WQL)0zoSK#5c5nZpH4s$-=o1qR1-+>LX zc$S9+TDa80p~nD25G+?J?vs(C&j4hs*0*~9#m%ZffHJgdDEhMKGRBIyNdv62YD6Mb zCz`xvZ^`C)C_-Pf7`=w;e}(pvNL4HA2gKDdh`w*-54|64y;+K#*K|%o93G#Cy;i-J zB=g727hJ8LkITUv$v%TTP*4zSk?hoA_gneVSTV?kN0HPL%X((_Mxcd`8Cc9pYsoj{ zvlc2@7&qoS4Ci|{{EDFhjVm2&WCRsru5hBjfi04QmMm?pFa3h~P9UC{g_$i7vm$-~ zY{QsJk)a0ADaaXdvUcr7WC#`1P*&x}c;*fiqzsL!2{L7+nTJ>Js4SF-1&W|mh56OK z10_p}CIK)3L_$`spHadCG2Cp=9APm6^218JqIal==+QYDFo!-Cw#ZnOwjPlAdVgTq zuvVJFAe=x9utv~sIOmFBVQzs1NZLra2n*Oxk0aa(Bw1Y0+mf)t{w=u^EC`AKR0+%? z$xlydHSOS(4lIymk1!*|7%Q${7y1NvrvJ(22Sz}-_}mLeDI}t^dkW!_+`MdgtoSW-lln!#8}E|B3YDC0>b?VB1;))#GS(=7fQw22pP+NlnM$VB&kk>!6PNBVmS4-;nEv>1IJ`? z!63x=tCF^yu^1ZzU}17?)6aW&Bff53z|S&=Xm6Y9UVP3rPu+zEE11!fTs*0;pejr} zf&dz0Py`8-6t+S|8cCxlBU-|Q3d3-rK*VA!YV)vg(bg_25S&)Y2(rlB%{vovAY@rm zC&q}m&!V0Px=344EFEKv^TEr)azVVzK!X;*Oidj6VnoRiFg<;Mp_7?LItl_txJLyg ziu^$O0wZ#P7tDfLB#s%GcCn46?E;f};2bTD^o;AV@2yKmmatN0?4<0AS?OwLLe>V!RJ5>O#-J|uo{ci~pOPUxd7uolrS{f*|xni+^0F>3hXV_BZ;>_mwu zg~*TzB-Jw0PC`N^q)rS(kdPn=BHY6wJ-HhQ1S6nn&S2%zs*I80?vQLvO(-C(f)eS6 z<;@wGdFFz-%Nz~|t1>B-53Ntbjz~DHseXQm|O^ zC{6kam(K!H`7ap%!r+X`xgOvEBPa^6P`%uPpfO98omJSnuwuXnn4kj8MH&W5Lfk4c z{LEu-G@sVhq|ppP5Ku@TE)&y4oQNR?OlU?*SwzGNi~AgShI?rt5g0R25|2Uv?a5#i zGZnUtbymUl$aEG#EeyfF29+15OTzz5=O6n1?=SG>dHH3br#k;TjCaajSP>cIKp8DT zPOhJFeyMa37I~)ljh|!qH))fnVrAvwgn^XBJx|aJ-*17h{xrFyzE3#8)(`Far9jY% zXFwbnS()L;3Q2e>AmfqUA_yv6^zyXwnPCr#fJ86#=fL@P!d#-MHX8Y zAxsu&t+}*=aU?AMof#>^Ji_lyy3n!$8JgDtQH-EG*QQkCIKMUD(*WTryn!~aGWX%; zP|~?^0nPNv6D!iH@JWOl{9v1)fL>v{a*EPdDg*!`VP25L+{tp|o42BE4F*Ghie(1fU-S71POflvzWlk}@A=-dUl&5p<1QI5 z+jgJ~Cd2SBJBK8etgv)E&f32xt>8n@FIWY(=alh5S6HHgfnOTc@6(sAUwV(7pN9W8 zl>d+Pf8qTDoxd&q-Q<79vQCGHIG_c`Nhmz`wd$_&T0p~AIi63a=b5%@qzy2u47QHk znSq6vS`-r?LBrdq{mA7$bGmg2!Jw7LKFxjldF11i#I-B+c9T?UZc09|903W!b5@;& zD{(;1ET1zEE2y^VLiQ4N1Z8OtzzAm%Xxqj1rHTQIBq5^`C>YB49raRh0lTzH5jMCF z`xEn<2!gCCtu1=^^WmV3UvB?tb{pHJeC3Dt46+FNuJnHZpdiPN)L_ILsMCkh?u0hE zQhQiy6Utp6IAF{eL`kG^!i0R{RqjuWHZH z0w+L#ABZ5iYLURCNB)IT4HyI%c4lUHz`S|Ba!m$m)oCtJgrNXZtGfjvfN13@C`9O) z*(7_( z%$XP?VWJd5kXc&TzR|}f&sB-|3gY2uA(UKuO-0#yuK-~i#={S($y5XZ&unDACZFy2sD|((;$%Hl7Yu?Ljvwg2S_^)I0tP%Wnz^AW+G5l;+Zr% z!hQVe``#`~DVklUbmHsc%Q;WahB38<`$FsNikY9Aa2BC&R;=F<}1$4!$K1(jUbSVG0Hsy0Q`kC3$a3}iYbX5Dlj%mG{+1Q zQqtPc0Gx7-DN?}9rGQ)rSw^U>zDBYjtAOCtCupuYFsEYJR-1<@ofFS}( z31;9Wi@t_$5lv0Sa`Qxx2XoCpKw>ZEXvqOZ&I~>760ffth2GfJ6dj{&l@kD2Kqopik6(JJ-Jt z{{7Ru=RW-WwZ?nH!KhD-p!Ge!LW$CvPBDwA795awvS_VAiVcq^AWFXn-)TMY@;^|W>Tg1O4kKT3 zcAIOH`yq68R)Fhi&0~5zdadDsGz+}490@WcVc||KX%-U_GGJCEVhCbIg=aY;0wD=w zDWGg|P4}`HNVzh0L8LiHJpNQ}hzIh4%M0o!8YGdrBsxJA1c(YFd74Gy^4qK{aRJ>c z0boH~2wvJX{H zGa<_fohcOCssOD7fjfcfIXRdn5EBUqIv&O|`WL(HVQ&-_Z3CQl-`~sn zZM$wuZ!6^(Hl@)MVtBkg`qO&8!0Q}1;pLi7Uo4y-!Yj+8%z;!$R5KKeSN&>aV>aQ| z3p&UqWp$1j`_2b9seDX+bsR(+(njm&)sg+Z!Y`N~s?abT-=ApVq$M3Ni-Dr-IQ(`? zb8Oi!tI0XQL75!Nq}hZ^e@KoT4SE?)%fh9WrwMVAf_A2bSCVvUtJWj@?0}IoGe-c? zWzltRL%ts^Ltq!09UnvJl)2vEsSBQSM$)nXe6f95FAMXZC_duj4)nkH_)5p`(Lc-O z%;zuSvjr*&hSD!^rTdlbXybhdkOrvyW5n9)MMUS*#)0{$iE2w0YS4a$O-5c_vv_~KQ@5Im;`l39a$Ej zLQ(NraH05Z)x+xhG2SbbXRr7bq)T5mMxU@uE_inOc#rL(A6mP*(?I9uDG;8$er8Hu z&Qy5}EY?SF+@3Bn6EM88GJmMoSc+htqlqAITp2dTI0b6$4WKPsFDx$)sOd9-S=x1< zb?2O!s2K~@XvGWQFKH77h;LW?;n*o5BpN(}T^$ugn38EinZ?+ik)r%DZ9fx_L`bDr zE&_>SNY&Q}Jtw#J`M?j)`ai<-@G9ie22hwYE3p8o(i}XY5CI_#%5KYVVf`Q)T)V=% zO~R20Z2sArA#zhxIW!4SBHnxZu5>Z~P<$Btdir;-166L zs4{L4yUmjs8((C9vO%D|DcpJp@0rW3TLTOUCXEAhz@}kQ7oWK-{S#V}> zPEA&%5+*J!qClUOX(&_lEQ}d39SIu&0+!iuJ8Lw=i3}hu8T`kUqX6~;<-O{2@WWA$ z`U9+k=x;vkd(LDmp>i&3I6+;NZ31{@5TGQo-cI&+A9@cuSby)CvsAmXi)|6L+2IAFck{0vZAn@%8`u23kqfd zR#K8pnecdWQj)6UxREEgF-BPkCJ|{NCoyUO12f2?#~BkLSpozSsQ{o5f}IH0DVG%V z*dZTlItQHhMjx39C$`8xJf#m=>fEcMU5>zQg1w+aIej+s> zsxrdk$J$`liY23V2P8Gr*88G&t}1t{oS|4b36Vup5vM~%Fc&fbWx?cDBN3n~iwY15erUBZ zp%N+~kSH0U0w9<%+|!Slg>`Bzl~@&Cdo)tPiYhNA)Iy(@ab6!a%N5MHJ9bPZQlZrg zfFs2%1B9E1nxi`*04XtOM?~^bZXW4ZUK}#&sLW(coHNQjfo5hdfvpG$2URxAMiq6| zS;>lxNkzLkj0r6cbD&&>SgN>+p{lYkVt$lIddvVpK)%1@L?%S>0whR)GqWNWK!Q+& ziwJ!pf9%78sEPI>JUypnVi6*m|GSw2%-QAQn~*aM>mz(5oe$|p5;{5 z8dE|f12+Lqe{dLZ7g@$}LIzSXAq!Gbl@Rn>e92<3SFAsGye%xOJe>lbkTBv6keN6k zGSe-A5&|kc{wkmc!<=*e;a8xQz3~(YqRhmCRvJBX2AkBG6u^zE%D^pu4tx~+_zr+U zB~rReKp>M63cAsmjjZy)h#fU5BpWhQTZ_b^(B3F9Z8GDsE>slzJj^{GXvxL1j6s=| zo1lo;qpHY^mR72st`%|I=jEE*5UU6>IRX#h5fJgN($BO#b`84)Jd`H; zYV(efj7y;soqV1>k5~P|SUK>7!OHIJ( zV(Eg|TkXe)8bA(3mKpIwVwC}z6@{b(z*XQ?0i{3k51xpXEKr%?h4IYj9!ealz9w#1 zc}9lGpGH7|7el`^TE5^o+VSSi34sDCxq(p9^wS})lOY~_o{`@wjN@c)N_Z2VZa9Ft z2EycO9Z?8ROFQA1ydaTbhH~}B$qNoLt8>^HW-!GqBV<`Y*n378jJuDZ&I(<5tr}T` z*ijEe1Q3M10TnW#4xiJ?_-xDC2yLvVvnx`^!o(RH>2+I=v1l6RgV9AnTaik`ek-v; zK-30=P#6kPC?3?3IRJ{u6ROB&i|zyLS!*HC&0eZa(`)Z+n-;@Job0s z@!_&5J)M5YU8K{t6fHbCsjv_)eLr(4#+usR1-i^OM&H>h@z<(k69ynGZ++o$8W)18*eB%vm5NJaf5zYNhv7zQ3- zJl@ZY^9oNK1PW6<*~+Qf@m?+eGUb2r_AAf7LH`Jcj$J|Dx8>(*m&lqiBPx;+WS!V; zp7a)ThJOj+Sbvrl@V;n#vGb2qOIU&>GGJ?w{&u^4sI3YU2vAY9w15gVdw(cjkI~M@ z^)fDkx3oV!>MvZMMjT^K5+UrtM3)O7gMk;!CjD|<%IZfJQKcBN4hdNBi3xJNPrK*n z%cX?wO2&d#jl5N{zeN<-d z5i#dlYww+zr?~aK5J*6zKtP|NU)C4si4wpXf&?qCekpq{OCl@lmjWJUQp{D_{P;ha~A? z2lc+~m$qN*?H}ekh-;nnh$QQLdu_MR_Tx`$t;|TQsuEM>%qT5U79fR5Hm!EyDl3@7PE<8$3B{&3!Zp}m#l%Cm`h3U9m|wY8Vqg%Z#2_b~@Gea3gjqj4!* zJU74=Z=>@SSVh5zu+zx=z}tjE_j|8sl$qn>Y{%NmdR@}D&R&YUtc;>VH~s&=M# z`5!v}EtMo@Md%{Qiyohj?F}<2o`Abt4>Yw4^EK;x-%V99nlO}4U@)%zIWdGTSXsWN z$gH?$Hr`wDt=5CrxGG3$=9cZ;^AE{;q9t)?TS{3Dc5qpI-9 z%W`>zs%#O9(wShYrN#&AY-Xz7y10rHz4xjTGSUf&+0iaAzFK*3Pgle;!2c4B< zN`lCP~*;LT5iWk)iz>S8`_|Xgj2a#78R%uFn!#41hn2>)>~ZzP+W&Hf}dTDota$bmql!?$IT;}Zwu37xsY*NvxyolnoWh%StX$`y8BIV$k)f4>;uR6$ zLKPL9dFisAk%4R)Y#wDUlCU*>CzdLYrYbxq-$V5zZl12@f(mThw%&;IS#hFiCKvca zYtstri193US-a*1xFV$RqOvzp$RcnRO{#zkvVbvHgH}hX{ZTYDT~NafQH2x&S0oEaLx3{Q#9HXPB!esG(S3D>u51a#c3w{q)(ZL z@leKAS9La)&HAVqI77JXJZm;?j+I4BLIf?cs*eD6B?&kGNJeW<2uqVQ2p|34#Z-X^ zq97f4Y=|T*DpKBTqofCLW2UN)0VAstwfgoi~di?{ZSWPBI@r*Tc7S|<+h`=SFW>%>5%*Sc9 z!dD1LwiJpu3riK}`b|n|%!rb`Q;x9Fg`q z1JM}mi6`i-lg#6Xum5f4KOrE=Vi(}K>hQF+m~zkMuwfjji^&k2!>$zKnaQ1A(6?mF zS|Y@LvbHJ|7+uxWnP#;YF78zS=OqO5%s@uTCOYyq$*4V(re_+~bWZfvG%9ChR=Gm@ zT6|q!g?#X=CfT>ZbLHGN$l5DLr%qrY+I0(&V7B#7o%XeVMdwGevu5#w@w>JsB-i}T z1q#d~yx3%$J%#^yq2+@q3-jUd2TxlD>Vm-BKfrepD=&?Sh9I8fnP zOhjS<$&mDvDyonuRM9x}4M86yxFBSP`l1nOQQ3$E=Gb=YuPoB({p6`CLYh$$QdH!` zYV$dSP6g<^);fxRPz3ACIc(bFEH#Fkw>nhgRuzr+$ zH+>a+F(}yUy3OgsovZd#nYLVF>8Rvm=vpE%B&^fE$c}M_iuG%6Wg;~`#G@lzliKMz zXYAr%F5XF=CqJfdLt`7wo^9jo{HAN9?(+V+oL0+U7WE(VZLi|=IQ|zBLH%Q+()wK! z%uPZlmDi&%BUX?!=&oihXPfuDMaH2*XX|mbsy)^<*CF*=t&vNJt)veTY`1tl>n*(C zBtgd9LT1z?Jk*azTn@cNi#VRVgN<01jUS|kVgDv-p#2k6v+ON(2lE)*frj0?bQ#37`#Qphf zYVN6g5o*mYN{yDRF)H1Jh(Zb+v3!~tlE<7u(r#DleTA=dMmohgpXWMBP?ba+d9-OA z{O+#p_tbO@Z8p~U(K4BN?Crc=d8X5|=IWK3I@9bR`0(V#;jFH$Y$mmooB*j%YcXoB z^L8v!W}1RSF;sGEzqst>%dr-KYMz9Glx!@#)+3**9!;WikvnSjzKg8ojA8ZM$Je|J5OjChZ+>?e|+XCAiRAip6);<=L+U70)b`OV^bC1FgNt}oHAid&35 z$@+%!7-#kr)ykTbA^9s;FPxrhRBNh5GCl434fE&pY;p9>QZMImo&Co)X2u~2Ydjh~ zYDSK(MKW8FipxA?oxwHa5_Bcq3N!MZDWyf0`)0vT72Ij-h{Sx zapH42f*W#Ol#|7i2Qd`ch&mJb8BtK9F2y<4q54oAIvy$sc-2S(b7#p)v{yUkkvdBx zW5#64u4vo#3lY!t9+)CmW?d|hd01}_Nzshk;6d%q^i1ELj#90R5j|4MgOgP*wMB9! zvyf>Du|;a+VB>0pL@_Cvw&e0W62**vflf)WJ2M&Cw$q}TEI|z7tdA2$45WaSo^^6N zN$_U(PmtrJ>4w%iQ)yt!G$tRj%Sb7b#sjZY2`w8vb!`=-M8Say3Sk1L=K#H!lC(^k zfe8_j2I@gzPNj+Y-47+YpkIbGXfKL@XJ%?8M^sXk(U!ETBFRaRP~s*mm6au28sG#9 zrPVk%_??-xlv7$Y14rcI;_End6ctkw?wBpkIa7LZ>y2fs`M%b{vJq(&A9isFOf)l& zHEY!_v8h+<^58m@z9U=JN!*@EL?EHWI%iU7qlQ}PYf&UT6;;Iru98X=g+7IavKP0- zxp1lsvP3DDFtnH;geEWzgqpNun{oJ@#E~ZjWoNyS-B~=5s1<3Et;z_GTXC*BtBXR; zlBXLjrN5o~VRBDCS1Q`2Us!0Z=b2Q=jDmnQSu)1ChC?6$#YT{sjq^ouh1!w_7e!`f ztq(k?u&DOf3L`lgL5r=jA=)ubUqXCr8J9${-Q#xB&Gj$)n~1PfRT4abL?l+sGlRsS zWR41dcRX3J&Cimm*rR;S#g^*lUNh)2^`V@$z-lB57eO0F3g? zKoFMz$e>jcb$BZgY7}u6E0dkB6sG4=E~8{k5*kq}YkJLm?xo7SkV35eQmaOdYZa<8 zv$#qq2?ZoUds~AdQk036C|6cRSZ41^5o`LKQ+8726>}=7p@NuUOd5iOBqlDYBhAae z+2PITP&xR$q#H?aO^>OBEo(2I?I$nJboWw#ax|DQ9&pmiTD}kwBCNbu_3ziWyvKgV zWswkxBzs{_=g-cwv$9~#JJ;D-NGAMqWq7m{C6sWOMvAZXkY=cC#n*jHuN6zomU6%J zOyn6N+^G-|b3Ps(Q&ClsYo3pMriJdR56;Yt0u?eOQSS5cxahHv0YC*}NmJOR$@!P> z*LJm%N@~<(>x-YyI{UA*J{bw$4p7!}h>7Nq#6Fn$aCJB+MGX6}_IC;$;xX2ZxRS3xKJDfQ> zB^KLxu~Em#cV8TcSHh<#b{fgTbTNF|X3q6qG_{Yg1-eCDmmB7?z@!o^ZkkO_}tpd_J=l(u3PG?y3@#Vk6JSS!7q=oeLMBPo%rdj|Ga0s%>Qo1 z{}g$QLBJypy!HH|vQZsA!#~-m6A-JP2yNmHJODWUWc!Qu*Uvv> z!zC{E-YmxVm-8=}fLprEWwGhJ_@m9fLg%!ZzSh0Mm^b3SV5)$lF_+dc6|@0}zelixfb5--St++8EhjMGw zd=e$XiBgp0`^at%eCGPR@{#!8y$-KA%P+>8Ha7-Wa!i_sub^LAqoQCEibe(YBO{I& zIg^uAwRPhX%W-A;dM4aQ3^Uy?+XefUeVuvg&oiH?yY*c!kMxSMAorK^m*+W&w|;pw z`ZRn$j*BCM$D&F_U@4-N*SW?CX@8T8>Vp-?*BO{}uoVTzoVgx6a!N`W zgFUli6-Lj~DF1Z4|NBoreHzzs(wT1~-nL7?Bwn0zzIGsKc&&ME?Xky~ zdxPbwx0>&mBIBhlpUb|`rDH{nEIf!P^GhYjk89wu(oJOB3XMlyex2J9fBNalDcVdn zdLs%EJ1YMCcG)k*UQ!|))1QwYMd4JNzO+2*c?|NBrWaLT@*MnZSTgo@f4S|QD6~I{ zOaAd?K9BXHn{YqIw@vxFh1FN7|NHd+!}ZVY@=sT@ZvVG){9C}<`i(+CDA}lAxdc8l zX3d@H&)mL}{_J!Od{(a9zW&wBSmT(&)(9#ll4~q~v;FO?^zr&?|1Rk7OZTKbYD@B}1HJ^gSL+Zk1ql-&AyE|MT_5Ym-A}G| zsh7PjJ<|OBh@S_Kyf6$9&O8>(TQ~jF9Dkg@z2xP@>z?vyNUov~n@OD;r(b(V6rVGm z-*>WA0+dh^lTcKwbw0T|n|iJhkh8q4NK{ciw3wdm>P&dfKeKcSw>Kdqcm0kUEOI0IZPgf4&bOb_ewWuuGF)9ao3=)e7u^$%D6a;wiJ za<*+;Hn_Ws>U~hl^ZWaPjx$KYrMkzKfE1u4p3Lg<^{V zA|^O^vcvY^TDvDKFf$hr; z@8_h0)5EhS441B#RbOU4j`bEfcfO%o&EfdbKmW)4e#~=`4_$>zf8R0I>fa|9Q@Nk3 zRU{>>QmYNknX#e_Y-E+{K`XS05L1zesxdmBk>_!24z8S(MbsHuMTM4(7MbMb0cI8> zK@|!Gs`XRSZy29!=B0h(`SXl_K3)@4X39*wvIj~sJkEZE83b0`MiXw23%_&p``+7U z<}E3w$MTF679rW%E~4{XXT${e0{f~|>P;Flj~N5icV``?$!lZXO$DS{Od+|nCeWA{ zQ#qo5ESBn2@a4ox(uo+A5k;X{%>6H5Xem|S3YzSd;IP|#$}y=L-71-)6Nq^C71tM4 zo9S@!W-P6Fu7_OC@{PCsQdmA|<|gMA`}4w;%a^ZzL|v>GZLjAcC>P|4bIrvmU3X?J z($QO*8ASSr+yoGB-wr* zI?oR3WD>1n5BYTHwH*wuK=d;<)p!6T0BgVq<*zp7PHgOCyTyH^|XY^{lE~LLT+zHR8t>?>j z+jSFRQB{E<6V@C`V9MUmvMcH z5SF=F7ym*!a=XUmC)LZIzU3S6HgPI`IijL%c6$L(?!+FgwzuDnI>(mIpXT^E^YhgF zK~HiH(1>y-D37%w=GM{IZb`tRT390jqwn$Z1sQ7ZDy4a4WYW9W#`IsuzCt;*RolGx zX}T0?`Z^eg*Mf*elh8$&>W}qBZy0A9jV2QkXen2=&lmm7IWNXM&z*PUm+6`tPaU1^u1C<~CTchCKe_ZD zbA6U;=*!ScXh}VKj4R{Pw(B^rol$G9!Az9F>-i${SDwAd_HBIXqo%#RZ}Tkn*nSUR z{hYG6d}rLQTwA@$?Qw)$j~Y%>Y1Hw4+`oA(Xj%U^&-vqGKVRsJ%wr1{ zO0xGRe}BLK88dF}^(wp66#3rww}7OK_tbp(n>W&@Kfm05UvIw*`X7I`{|Na%)CP~= z@$t_$c^${UXZ-n6QrI7t>o=*Ws%9%{ zWu@r;srk##`(NE=k8k&!2PmOiYd_uB%Rg^_<3IgZxoAB8iGO;;PxJ==4}W<)agI;D zy1kU%QjS`W8{Kp}{Wj*U)$0p&c6zWpUiKHfvJuxq)_HxrzdnC6tiyK4*U$Cd?)Q20 z_e;B9za>BWd40ZoW;x>gG0XFIotHj^o#^@==cnO2`uDtjJ#Q_v)qLbne)028lH6<6 z8`Eh?GAQO((wF1sfBkiPzKmc0{XvfSpMNi z^+#LPQnUswN|C95bza)INw$BB5}Lp2L(V>XC&ZoC+f6|3>pTFwj6WitxxdW)mxErR z{YusSZ9P9-`@(jwR{h-DZ^BjM=lH~534Hiid^aImw>V_Y`LFIT^_Oq7epCBK_3YIz z{QFz`>)3yu{x+X~Zeq9BpMe=~-`WFz`FZ&EbIIQ#wm1(g-=rx;>fb-kU$>CvOXcia0pw$@^?lpN<}OQzUCzr^yk4I7zj++@?ce+f7sBr_FXOtm z*OyxAuV3Ve%EzKS^7@X?&%HyE&-E_<+J4MWYlZ4J{{6kajQSqi|5~D_zd5bj<#J=q zx3B9s_4d2BpZ{yXx5uCM^S74CWi+eJb*tx(;<^8I<6mU8vHVFQFTYdWTRqNvO#K^^ z|E8UPMLDs({Q*B+?%$5<(=VTXcm5vu`uOD=w#$}3FJ-ziW6K|x&7|NZMN%Cdq(fE|7@S7|J{#Y zu1{_+&+6n4ekc>(oQCe(C+l0rT`-Jqt}knAU*&I4YuI4IHnoi{Q@+t-8(U=%hPJT2 zvwd>@JnDsL#^Lr{m*x9hyprY0+so;PaiY#3qJ49ozW&Vl=X?g|y0+bqxVBly>5Q%@6XROjjwn8ysm#xzRG>w@VjUJIr?AvZPxLR_Wb)V zv+U28x0W7VmR*nde2$hraCyTg?EWNufT_g1$@-l1bJ!=nBLC^v%dcO5pWfqK&-Whn zOM5-?4^Fqqf1dS~>9dmI{Dml;p_GmF-$3G0JUgmrK?7t$ckB z>?;!^FQZ?ll-JoWkN^JV^zFo^FQCuIYGju5BK|FV)opw5)%lgR`SENE-3!@c{{!{E zvax+W=I8O3e*B%aKhmk=d4n`uGP&4s@jB?7x91z3rt&2(mpk8BnSPl6^>P3Da{J=W zW3c5V?r&fCm;3nFBQ;+&f5t(_dPIv?(NA1@8O@HIIp42!etC`8KP-F_a4hU~Yu?#w zGmyku$9?bEUPT(wL;EB6`Cg%)e*eec{dazP`}H5%_#WH1OM1x-{n7rb*w(Ngppdc0 zJJ&qyI>VC;UJ;y;ew+sjC*jy6budEajgLRj`h`ka=j``xYQyZj#=X_LUamho+4TDp z?yc|bc9~-DQ_ft*Cb$}1L>PhDHe!I|heM5ftcohA@?FPOh9~K+4o~NW=m0nR2c#?i^dLQF& zs&Coph{NGT!MxHR*X_$QWnNwvgwMFGX2(VS%Z2J_^J|lluh-dc=h-tmf4Yo+>h(tS z1{{{TXEcAy`PDHy9hpTYF|Q@;LuxAroQ>-RIS|LPC5D^9+gHyQ8aw2~dKQl>ibJ0twZU?3H>1W!(xs3KCTs!B>^L;#hURkflbRz(WvUjRo{OvNvIj+P+- z5Fk;K3BrTH7M!BFK*?1qM*TuFwf<$Fm&ha}gP0FQMG2=zgcrJ(S_<*vOhQsrtXx_F zC2Inm?~kJvw*A$F=7^C+8b{t&Wx`09btOh25|-Hz{4p~UGf-3#X`rA2vyyljB}poK z#_m;7xn{*7JXt_hl+P#@Es}fS8xvH8e50lB^|hqHT2#Cyd}_H7Q+_<*%={>|CP75> z^|&rSqEqZ(26>7MJC8;et}eVO$C<9wS%n(<{Xyx-%t{hUsZy>iRuO@Km=!=JA|f*Z zs*H$S!PzM3Bf@~FV1xpc#7^R{BxR!G^pT>{H>b>|jX?LqySJ0={zAkO)A`7-I~j!=kv-S7{idlS)4^h zMRJ1v<>d@VCIp!|BQGi{@Wury0TBt25xHz*u0(>RV*2C9LUxr-J(!9Y7c?)DsN~2s zG}$DuSDIHvOsO=%FPE1^vLND9fc2_~;59ob6@gP*b3x>oYf|JPkw_&H;w6$&$zztk zfJ>OgGVol(jtICBk6%93rKkF1QVDnCMjVw{d)1Rx7EWrdfj8TY;j;lNbvUghF=bEs zlK5hBLN3eA{XHUxjajV465_2v)Tw5!%*@Oq*J_ZyH%n!KdfVLkl$P7K-^{KTU(Hp#41-bcyY86J4I%`k za4s(>(S?=bN7K&qW%xY9HzsZGz;}@^b8%DV>sAuXzO&2xL2#qHY6476sx`7*l4+eS zVJxxfydQL*g0}6~im%2W=zBr5nCF~Rvz{-1%}rXj?fGx#ZKwg2SbgPw9&s)|kI^jiwr|~RN3A)hhkv-~Jjnx*q%1$qlLRZBtL%D1@bc%F z6eLo9X{IU^vx2H(tYg&ioO-gIqQ>A zCYO9f5_v<-6sA@zX1wp%%p|XcLM%i&B`~tiiSVGBje;fY5x|4ht5+Vqs3gjH&AFLE^ zwZ>d?7Hg9ZPJH~?o2YbQ&d5xwY!MXI_r1+C)_4dBsV_%y5vh?j$&v`2uqyH~JslUK zh($yOWf4uWzFoIXVx5tG9^5D+hEK_9ip(s8az@d|v7)$=;*D-BuSAW&P9y7{CswNT zgUVwKk2&V_h(H9V=$-39Rk@hs*m+R~e6WFybCMSXrhHksQ8alxh%0)XEz3{NvM1Eb zI5d5uP7nzV>YFP+YG*Z9L<@vZ@nBjpQGWR+!II+2VlGhy;=7b=NNqDHq&NZXEo1LFs^vq^zuLpQL;o(6%!S5 z_<>3(QBl~gkW42O%I`^iZ|K{MIvL(|H7R5r;fsWla}q@pRj~>Izc-E#|AoVWWM~l+ zm1j}0r{&U_9yb$(bgQ!c3HyXVR=j+!Kii_s*`w`#G0&P)qjjgrTBApS@^o zLR_2+m|9c3l&R2t{#LA3A$p>Dc@-`2Oe*%gCQKz??O2&rd4Ia>(pJe#V7hyLps_9b zT4_{z6b)KXt!kc@;@U(k5+2j%D(6#aW*&9Ff${rrSmyfN<`yIp$T@trI@`q z7sblpwf1yJdeT=Mp`7-y>@Gx5WL3H-KuWX`FRD%WR+&`~jhvhzfFwKEnRAo6w5#t5 zi3%15Q+N(vInruma3v=e%XbnJeign&HiCe5=*5|&0wg3%J<`L8RF_Ac9!U&g*}$cO zk_1K1uvIbw+x)S`&{#$3GYdw{LCo_BN&yJYoK&nr%KX5oGwqc97;O!*I`;n5#v&@F zq*UOjph}Sv*@}V`sTCPi#V8dto>Y#|axgOyim@sjQLWqvB2Xo6Vz4f7=if|35Izf$ z+8YrawY&svr*<`m9bPMn^SojEP7zTb#44gp00}TiK$MkLs4RSZ0If=Qr*L5r;&K8( zG|&+xF$4e?T9K46$-~Kr6sc?AgG~=5xoF;Nxq|>e*-=qNs!2u^Ahm2n4py`V-Rpg2 zvAa_NIf$Jok;(gLS&JIgF1$A*im#57?Fcm|Lm}y|>cv*Lihp$FsVWlS$Q8@)OD|w5 zE(B3E&1Tiv5nXsK&AF&%v&BGWPZB&sez zM>dY)1t}0Sk-BV5N??^FDiudW?7RZ&xJYB}AJ&uWb&p-_|v8RwWmDkU7r4N`QTD zIf=ncs>RVPcvdX-WNBo!0&|RYo{ZGQ{QW2AjLb!){o^h&{D;@TtXx+XBSrzp{}e%GsZLKLD=yL!a+Q8 ztx8rA#VXH>{x*Ko(3kB$82^p)a{9YB|NH-l>vR5yr|bDc+;w%&#z#N6Wpi#qIk8p* z6g$J#8ZXcW56WdYBV>$A5a*NKxL!>^FFFVARBzp$*8i)_MHe%>8V%9yTB;uhG7L`3 zqymGOTkq8AV2MX~J}pC|KMu>n<#s%OV|HkA0E%$%C&Htv^zn7P% z^z(Q5^WRhE?bGwr_o{3(w$8CE){6h3X@OP-jb*5fi`V2~-&IP5Dkpqotx2PlrBX6< z5f`f$ljNq{ug`Xm66va@Fe}TT8s&z!JY0O%<$Bi@`+jRJl8~HGVS`9gPqH-D#;e|C z)8R*Q?Cc)-JkRcrz3uJ83y|Zy2N8EJma=n~StW}*3rFS}NsA3_Yg?mY9EWj=(x|)F zx-uEO5k$-ts7|8Vwsrqg!#2nk0VeLaJIv)1{kRELQuy$YKA#w z&DaZl9dlAmQ?s(oeI9FFNvvM;kbGaQka(%>J=d|{Wc-AKj(Xnec^Nn7Pbq(YyIfM+ zIj5Pia3+y#`Ss4~b|sU>Wr<13tQ!%FYC&TjF;>X(X0}-ltz6}`kivps4|_oD@(J7D zd;GrQru4@0wID-*YWdZU->@oBb3;@S|d{tL*V>N#*=GSd93h~Vi6-z&b11wa^<85P})?R*~QL3h;s&t&J})~Q{tgrNdBnx z%IlL(G&)t@oj0V6^}Q;Ew3k>^7o#S6?Qs&Mx|~^?%q<5+JS(DFt(B!`wh(Ek+2XR{ za*u!BZoE~~#S~OEk`~(R$IFIBkU8fZhbbUTGp10op*ZAXAyM_lSXe|L%P?f|%6vM#lvt=n zHlYE31Tx6$Fq~QKqDvQ**XWyJ!TxCsh!?o-&_{$y`82wvpGFJU5o& zByd$t!LrJpXf=N$P6Hc21gAPZBeE2xAWkEgKo(|Ug7S?-v>o8(V-i{4T-)@t$w(q3 zG6YLR!7W)q-=u+rV8#fqT$NP}tx8V1Kuc_cAFV?r?eSi9LMf~*>8u-Pj`MM{B`%^& zJU!FLW+~EYE?ll8@>t^sB}gu)pCYdEBFHH|S_Wq!i^^D4@IBcS8aM~e0RgwdXk-?F z3^JTI$q;&^J!ZBWl^3mu$h6GTDpjEU$a6!zWX_aPJ>fm#Rxd|gB<-X)MS?WJGx?dX zib4ZOPzYa1#iABr{a|9vD}ooz!NkYLyYK1skr=P@i1{?=$12sLD8RlEE;f%`qgH`B zi-=T2RwPjX$jr&h>oek&;7Y$4kF21D8mCl95$8^Mfe)v9@ITAwV$4KD97QXMy|N1J zthf-v`n!-}{SujwrS@^i?+qp>De+oSk0&Q(po+j6gg}9kNR&p_#lxr~X$TFJW^APo z6_ZN~*OFXVC1}z#QUR_=A2B_BRWLKBDg;bgPVRyvFtIgTZ#QI$tH$Knny*H2oV(u1jt4vbQVw?&htsaNxEE| zRHn}vV1`MFBnp6tpkHb&WHL1~VWTpcL6^Q~Myy#_g#-nc*NW4h#II7@^F4@2O_KQ- z&z~+m(HxfXG(3`v#8h75cvI1)3bIUuL?OoUltnC3M2mz>v2|`D2;)neRkPg?jjN|A-H85rQ~~f*3^CI7zIk{slosA8l+(R-z=ZGK>|XBYjdy4KI?6 z%nXq!XYOREniFi|JK|P>>T%QL!dETkkTRtyGEuSRwq$^T47)N>gbh z8R1p#;_!N8W~Q6U&ie)nk98vK+69d=Vhvx3?!{|Bbu|zN3)u%|sc3S&-^ZilMM$&0 zcU8;F^o;pq>l;yoFpIKku@;1L<25T6h^mfQPvf293CW1ZXEZL>cc za<}WceOYmj`<>U*OqdL`xvBF5u{d;#G@6|LELbw=jYVKwK})P@3-FqFz5dl0BbI0P zri1sIVZ%G~pm^4J!Vjj()JVl_rwB~6m5C|J4=96X6{sW3&q3m%DZIOUs#+p7C-Lh0 zwTQ<$Ie3%3=C9$$!M>o2xcoK-G6Q{8n4cD-WqHME?5Z30>$?9q*ElX}oAI~w`FzCn z;#bg$d?OrN+qm7RUDdvP;T*@E{43S(a{p<3(&u{e{LfGSxq7l0;ZwV`0KJd5Z5HEK zPf18tXEHA!$x~M?6A)L9m3|f`Tcn89)FMumOv|dxs9kvf^1U}&WlK9?5ppJ~H1%Bf z%a9#?puHhnhYCE#T43T#`H)O{fz9Y5C7zAT>p36K;|>o-X2cjr%egE0q`78_vQ(1u z!5y3|6d&TJtdb-Pw8pm1>5u1SM}KLyQ?aY3RuDMBBqpMiJZ4cARI@ZiNGT(aNUP0$ zk!fKMw+E7Vkl=YT zt{!dQ*5kX@l*;F-6I6Y-UBocI{uc1yvFZsAax!;0S3D#y0z@09$s50@Y4pbm{a24G z>umhgVXx}Z4|%BTExjDU%nBx_O69P&9u9b|ph%gfbrD0c2EBtleb95@IgyRDbAPEe z=?vtAF!xPRk?TY(S(0-uU6@=~s$WXJt^DF+Qu~ed8{*>mqbis#LchyqAmVcM$rO8| zCIlkt=jE9*w`sp~R#{Jo#0$6IUh*8N7u8Qbp{{1uYOVQ?H3y+cI1522263g!iiP|T zwg-F?5<;N^Wt0fgC^+D}7q+v#u}{vG#ekO9hu3%{5vBW_K8&gvh2|7*ZL2dPot4B) zODH_g;WAWRkvG|%;qzGDleH~gK>%uHhC4x?6hi#6T?f7U`7Lwf^CvkwD3FJ9m3ncc z0T}Gdyv#AE-P90M{2_wU!BpVBZ!cgz<2>e3^HitYb6N1}AJ_K-c|`D<*U(++{zaGe z^R)W&aBleR2B$6a32AIfaibaEAe{3B&a z;Vv1XX}duEJ=eJqsGi9l{sjBJ8No6#O37BFFPT2qT)ydxu+6Cbc&Bv`2b7u;)Rd`b z-sx_{TrU*|=?@aGXdj@C$b~Xw6@a9QtN>L|yoi17yBL4Z@faRn`#w2K?6L=8<)Dai z-#Ocf1sNuzaaE#H=X_by^_R+C+{}V4fmxbzVW7y95bP`tRHYIaFYQ`Y<2lw^s&?rY zW}R~~n{Zd+$di%8RbVe2jOtKjl>jBdC6**eFEgsBqiI>s2ou`2nm>M}0&QG2*8aPx8Z7(y9z9SFzYwI9M#AQ*O!)e1g78I}6}ciOsVNPl&`)%Flf1#nacc zMG9?J&xkqR{1e40&T32*MD>Bq;i1|CLOKLVvN@RP!PH7Ts)SSpvB+IfB$ah*Aw?&N z6MJ9PvEMe&b)|;lj69JOwMC?RmL_N;e4!dz->D*fMMcFRE!L*;N_inWfM?1PYx@v7 z0u@LQrvR1VRKBw?_jjTM8j-UO-MH>jN29v*fXEoz`>AW5ASNX;kR(+R%&hmmZ<4zE zvXviXDR@kZLHf_IE670uGzz0=Q58MQ3L=~8xTdFo*;J&mA_B2Uto4*L;4{6F zF{45t%F4zgiK>XAz=cJ~gnv9SrMc_bs0VdXwabQH^o$h|t|e?DEMAe}3wL5GVxo>R z6f+AIWql(uBB`RaRwY4TDq?5&s+{?OMUz6S%*BN$5@9fhuQ{eQWk`#s&mvzmsf`se zM=T0JQ9$tr!Prp@ph%f+ASyy}eT=>U1Lej{rCAn;YF=425JQh2Bu*wN6%|PGLo8M&lHnykp=6z0=cQt3x3J3&=eltpvJ3hxMJ6f%4qqYN#n1hq02MIw5M!F*i$ zb`>(u2wKPiN$%p>z)A&pvJ}R2iwLl z%7@oPT5=B|Ya_FGz6kx4sZms9vAT}ewti~;Vb|N|T+ea-0M}79qx#E>)Gh1`_o$T!Fo8G=^>$Bg z_WEjU>OXRREsw63|Lv#OTeV9_Eu@Qqy0c8jzxvG5c@>>J4`9MN8R!u#K`NjE0fDOI zNxW#yF%@z#A)z%6tmwjPG8?l=C4aoM?vC;@5o?uENJ6Trfa8ogpMjYL)M!;^7TcD6 z?bn*8jHoJ55u|YoXzg~n96sR3Uh9bML08h)b~*=l0opl-#Bt@_*ovtwiZc~S8AMRh zb4_(u*_Ovzi_DlA#3~XZ^!96_gvoT@`bFzP0jI5?Ov}K8nz52rmSjP;heU~+EaP;l zgW|vR{Nr!w#M1<*U^Y_;FXF&svN zT&Sd5yX|!?d7F(2sOLm@Z?L^)Uo)lsFU>B`$TJf5GsWjs%{C6cqntsN7fg3Q6C;Y( z-pA<&kLb6Hs1%Je7O&u<_!se0VP9&a9`7`{z_j1QV*SHdKc2t}-Rh6m(W{DxUW?S# zSI$$_Rj>Rw^9&YMZtOAf@#c{LTpsR|Gr%dz8!H7_nwDyr+6tj$t1@oJl{J0N39=BR z5V#pPriQSB7R^QTS>*#5R?EB>+?fvj}etWnGR{$Fb?fOiw}rqK#I~^L$Zj+6Gw| z08c=$zl-G#jmvH4&vo&~z?Q1E&8B_ZZ~OJl_RIaZcAorvB^2y)o$Ym_*uSTUQPlqmD&&eZ5|OV#6A5d%Hr!TIoe%Nv<6C zLynR02TCo!uj64I+IsQ*etz}suacfK7Kkk*S)o5f}$U2hF+0^HsFS?fk?D6+70dIjaeWJbbzP&O%K@s|3LrUA81WMV>Qm2xUSxvc9g+H_xaNFx!4{Nyj7aOBa+ z^wLK%uUM*OxO%V=%(ae?ln_lZOYH4C=@C(DqYgm!y?z^I;Vzc z-^yq%f08iwKAr>RT13el5fvW`rW@cM)5Aoz-gjbJxfQ!Kf-;ysnu*25RKi0y5rGIH zS-i7bxiL+~$|{a1E+6N3CMx1zvX@L;Ny+j7UG*5nC|p35IKWZ1Ady>qZkQQsF>n=W zR2QjGe){{UdCzzRFGrn(DIH2*>cXWwyYiY@PF<>JSihf-n;)%;{W`hLk;3cBn}03r z;V;OS)?PtBiocN#dV)taM~2e~vN%tdnbDk(HJpYkiZi4V;K#6>gL9RbNn>sZLSVEa zBNiqBR%(zW*_pATpxU>_VtmeZP{}GNzcz5z53(ci&SP$J-K4$EWkk%2vzW*Tq*}(x zL1>ji2`WgUDq~HuB<3QlDk>0xD1_j9czvnV5@5LGNmZ!>s>rHT6*GC3rW>;yuH zYOy9bkuYIGEs7=e1V?F=5!|CZxG$zo$O4g~8~~93$qe1PcmV|yFiSBdWF;}EA`!s} zA)-|g@H{FSmvAOyMkJ_l@4Q{}XC#W(b&H}k;soe=`NKM9Hh@->-0DJ+Pv;qDGk7jv zGf;^Vg=uLQMRBnwGtmTNxkQ@#_ib6~hW251lDt%1h)er3mr`7rt_dAEz>|7zsS%YR zB9^`plgA=Ti7H>!ig+ajF&AabI=AP>)KYfp6>G)zoayjJqlk{h66B1lANmtsMcOInIZC6gO zE>v^2XL6N&ntX3|HuaqJ?d>I4nEmsPx4)48_1^xI**nqym~spkYZcG*zAFh;vc^nG6D}cG@#M(ovKVxsWrK z2-Gu!)2SRaE0zyoYn|TL_btqZa4;Jcht#Q6SNm(OAQ~AmJ=oqS9*Bf{EKgMMAjT9f zrb^jkX1ba*BPE%I3?jPbceDN%oBu6ezOL>6bAEq4^_(R;tstmeHAG5SFQ-u|)tE$# zqBUZ|t+h?s%ngJ91SDc=reY`p<-B{dwh>j_E5BEvr*iGy1;yIP!bogYBA$(sjWcS! zpVAAIk<4(!nTuw*v{DwC5a%P$KdraE-FD_2=N!*NcfI~xvL7op(`GN?gdAPKbs^og zr!2RMMko>Ian``Oa@8Y-6H;hf*(#!H5*gZ(f2OzyUNtZ5m(-l{D%Aa z_|fR!C@#19r+J@`97fn@iJYfy=JHCnC-=%#sZcIk@gZL%%}0crah?W-yE_Q_{WeP0;K!c2L1tYM4!qI#iO3gm*uM}s9XW5y7;PE6iT#cgw|^Py6LAjf2D=cJ@$6Lc#(fOj_t=?=)rNA zQeF4umsy)?x4mmKT5GPi2ffQp(RW@M^KpK9?X3yQGpP!#CE=dujay@(E=Zs{xoSF{ zwYSeCDOC&v$UDne7xrgdRz0iDIC%_-zLqqe_!)2Tz_+%!9=7A zUn#>$4x+tDWv!UuODBXVYc9$|?gw36r7Lezl9^{PBV;%COSW&E;SU-Qy`3ezVduN-+y6y0X`A$DhdjMklE?Vi4Cl503zfBE#T$&dFc4D|2DTftw*Y; z-}vpX7ybw0V7hZG@)H#WW6ME|WDRyEhoN;5jX6t*NmDC)Q7V&AHP2F0vpXDYdll$~Y#-*Qal-YeVmXSwqQ*iMhOe_B__(ZdsCD z%l>6Ha-^{rAS8W*HKJv`jdOZ2Wm9nDgQgm7Pag~{gP|le>~&4e)%?SW09Bha;eUDg6kN0$hZUD z;Y38znF(~O+@i{anidQUH|xBcICW8A&01gvM!L^j)Yi-XQWfVMMm!#lfAgo9Z!BNk9cAR^p~r9Puxa5Hkr>W{MfAX2AMw)u;?qWl*VwO31jyb@>x) zOFw7-8)|J%shEycqPAaH$(c17P*rh3*UebGd}f_VCuyqwRPzzFJ~;nANx3(%o!7cI zXy=ZTePvlytA)iyBuQJDDw|2u^vN_9f+RYGkTjx-U32j?x^c?KLI5O@nK+1laDOFo z;U=46E`*7ir1BYL)Af0l>OjR!EYREHGoxlqBs5DX85EvxKV2^?`>`-aB1(bQJ)1|( zjI64eEl19kQi7U`vr5@k$#Lk(Rpv!0SQCYQubJoi8p@2sc-m5@M2yCsSuV|!kygkM< z#IV;Q%?U(h@;ovoXoXR!k_xL(W3_i|5RYGo6H*a^}ZRVWtL91~Ne;1*Ks2ftcV7U`FFQ zlbD#G6&2*6UYr^7Gg11wQw`1_Oomo?i%WS>6oU=y;w%NJjoP9D5ksoVL4i0cZb2ZO zDu>A2x4vCuc|6WZn`SnaG=6M!7K+T+BA%j+S$(eM@v(@=OhgfZAOMItGl8n2Vn&r@ zQbO2F6*&-IeJ;sm%o2v8tiy92slj04ZHrM+!4<2ZB&nQWuM~n3DTo7FDLa=+5sOGw z03pZ=!#OgYV-Y7cWopRo%Oo}9@cJ$`p~y*rUGZhEH{wxzuZ)IUg~Dg?P~DePVgvf} z<>>&JH0r2GP$xBJj+ip$=J}&f4I&3sNRq}2V$T{Qf0#feIFE%QUcq@rZo|ANSg0v8 z(ikPl=-)GQg)bKma^g({DwGg{1~<1Ga+pfblg~$o1KSKM+F-X>_rvcSm$)ITas^KX zB*VNY<7;wjL;yjAK3>8AVA;3{R2__r=Al&#&3u;a5Y^HKZHwr!78k+RNL#REW(Hjx zx@J6%!5y86#+lOvt?g!}!!{PO?IcV<(CK7}?YITE5%Mf?2YKRLd{#f#_a{^GOPSC#q<>vV%jS+YNS$`#lo51 zDjM^75@(h>fYJ@RD>jJT>}AY11_SDzCx0DyU!$mB|9>?7U5_kFmZpcj>%+|4Jt8yr z-shaEQ#IW^(`?QRNr4a`2>Rjr1-j=235gOkqC`$lSJ&4$d+*GQ2zNKL^}&lQ#eDz) zgadB2*84sWSFJ?JEGnBW9%Pn`3t()`!jt#RZWtWHO3Q{Z?{&GeXZlhEnUC>`bZ~oq zpx~nyZnzk{ia8i{#NrA%4aM$x?*VOSxXcMAQs}x>0vpXW|V$sW(v!Q6fy&kP*KdcLF=QeqfjNq8CKc0 zwN@$hg=xax3)!L(IL7%+`&KQca-tMwKhMLxOqHi4^E^%?A6`}yCN6q;ir%O89^xSt zn@7NflCJ`a5ruSp^4X5rGa`JD9w1F{5;78D0#-?Sdz;LuLhSa~1Cvt69Fo29QY_rM z%-!dKdzK!#IMkzx@jCLw={lwDqT~8G{`g-;|MhhRKmAy@-{sL@ALC!IbfplpL zm?Gkid12CZslsF8yuC8diwwl)>}UGvw=TKKb>jkN_12dZfX?-jl6-a^%`abUG3o7G zKEKBgad(rum-J}rt?8A}2!nK{4inF%#M=&1q7jHr0fO;7;Ww1CY?I~b>P(Yzy6!=% z(C}Ajqay3 zx$L#_5I&K;a}3g92%mJ9a^>vJs7b5$ma_wjW*k6Je2bxL)gg|T4bxI0%?WABuz(pq|-XZ8C- zeycJo6`f%xkmPI5%!N6lM?64AsF^D$xmeI8WI#AI!;vB)Tk1vgFNDWLm~HE98lMF= zc`ELbnR}=-O7bLGm&1q5h36pa7Uz@*X@wUK8OQ0o1Y{p`+N=o&p94Zmq6uW)K&uN~)Du zNHF`uOH6Mw3b~YQjH;p2js?v0JX4X13y%3f%=c?xBLQCh6$*DgzFUCd+7L*cBs6EBQbCTKrT z&nbgjT~b@}S4wu9To%@g*hJXfUZZ~UoC*jLWrUfBMo@{G(uwxSj!e*nxG>o2WUA@v z*%^DqlpwL^lIG#apiB`0JZ%KRV=2qQde}q;NFL0?9Xese`~+3gv)dSXuv-Nz-Q75h zA;PUK>||+#XJ{my0SR9+8mJ>5%|b*<)=0}44pKCc?X}!S&Y~=f4wxUOWo%N#VKJRq zJS(vja~?Ch$&;~)P;HeRuoD!i7}FvmQbf22GgoFx4=qJVHc0|MoR{e1aKfBDwQNh-uECG%m)KY zDYD2u`|TX{QW!;Ku6!2q6!;?8{QhU6ji4C=__)U_(j&ezDKUsB^CR9yAM#=XA(A4A zSY=7Nr^8Bi@lJDLS(s&nMb6$6jfAt~wOg85`JF66dh%g3gU`<>_)I^*)vL;urIaZ6fkIt2fK4N-sfXG3|h-)k$ zrdo;F%g6sC&}4*#dAPxhP{~D$IyF2E$e@zC^~RSHm-C2uuek z!>fLHWEu8(iic2v&qhFq!zw5fp~pSzKDNTV^s?lj0))0)Tj* znt+t36%v6MRb>%+oaQx1g@r-k$CzeL(DFk`L*6ImC^mH^yR80n_50|rb!kjLB^mV0 z?C$ILc`VDKB4j3zM#xFWKI+q_wCOV*eGj>D4W@hMKK`NX{oi)|zh3dbE&C7JZ!b+t zJRUo!ZhpDEx@6jm#bRTTdDJJVPf>V!@Elsh)#mgkd!FVo6(q!=G7ArpIcu8TX8)de z+VppDb^1dtuQWe1QPsL6+{41y_N&?>Rs}NU1C;8SK_;A1u93h}vJ>}M%c7qyeO<@R zAKjj2yFPt7TYl@`1pUj_PWpFFpEf>Ayyf|=(R*XPkAGgrr<#Tl$eP8ojKmA-^OaA( z8qDgRwFj6iQ7z~AE%W!Sd^J4Iz6Spvv;0%$-_`H`w_`nGsZCROJh9^o?s*(nF*YzaXb zWGtE-?8)inM4Z{W9FMP5zRY#yrPeU(=*f6~33TF0s|nKQT`Z9npKRV*)#3a!`mdc{?4|1v!M>=P4` z4C2TFk7GcFUXz8xPqPuWn?L5~p}cJGCy(xVCf%D*{h{3kJLB%-eezu<*S3`llK-4k zdAVGl{AqcwKk9sHu*>D?qtImgz}Y1uf~eJ|da&JXF3D21$~2Ci^Ul)ues!2sqti1T zOB^wK-_Q1ry(HE7vL-R_9i!@}Pn}BZUrhgfw%?ZfA0}Q;eJTDjr>~cnjOzWBsU%NN zOJP2{R!7araL^vnVLSO9pU<+*!gLuc9qdQ);krxzd*AQbXKY$8ZIR>jbAMQQoMU{C zjfFpf?~&ice|}#7Re$B*QM( z^9v?@<>~yM@dv_>NFKv^`H9bOfqzZj)7N=kwcmUJm`PJpYElHPp1*QWlthg%n~zLn708pgfF$4^ zJl$6y$R>8tV7dx_QvD2kM|`bfTJA?|O_B+A4D6~@GI<29)JtVn*^l`3{y2`K_W2a} z_AG5uNn&YG%{iBePcFB-1@*v4zBo5vLxBBh#49@)XSzG($H}PYY!+s{+bKn>G`9|% zg~{g3nzCr!8qvnl3Z`b=DT&aEluG9Nj0}nn)Mf4H!_5HER(O9<4eP;T{w!_kt zlp#qP0dq@8LYN8*f@iG1`g;-o0_*Sx@vX%B3oYK3z8eq-Xe}yjjuZ$f62t87GNP6w zH7&H&_{)sKP{~ReV39HVpI?9d_c9~h3ysoH+I7-wNQ8*2T~PEAntq3@r^2B zV@^hhhb2=YSrLchfe4X8sFWLFs_Km5VIfpFERB+a8WA)J+$RPCOI$dYjQbdS>!*@_ zd?P?JgO)myp1*=Q2G934j}nFJ)1>R6LtM9IqS|9h$|9SK+#^I+@*}-R&d3Z>;-b23 zFEKNYaf~pqv{lIgq3p~R5puhK|R|G(kO|{*$E)(=@K*c zQr4`BURad%^hgU8Wjqp;Xr&OE z2@itt01alnzRN^JQ@J$RFdk{Q8Lu8MnL+TX08xZz3K3%xQBT}64OoP)5FxffR#;f7 z$k1gJo7z{I7q)$Ras-$_nHiST%%|TLnOr7$QmCjyC{jh&lAOnU>*JNhNGPmCEZios zvzg4Ukwi38ddM2@F|+bdMSkm9LX2BX@>4$fQfQ5!$2smDZWr-qxxBsC=F&jZE*p9m2o{q=- zM4)0R6Bc!_+Jd+Sy-}xCv3&0I`HYwJ7on@>_RD315FV%8`)6vk)SI2XA=6kV>k)V- z-nE)gx=lU@343k5ee&yX?E1sebQe?lOzou)f-zBvue;*B zpg(!8BbV@y?A4vDPTww1zszy#k!Sh*SbpeyU0uG6c>Ks_C-vE~vNUH89`28~*hnu$ zH--Wh(x={sJWjDGHRAcn`1AR$kGC@~Z#(&O5oVxz+wys#OG+H_@Y#kPXMfKi=Idk9 zPI#x;IYLm`YTiq{HocdnCmq+5$t&qI+GY|Xr=u`G9ekoa$M&PGmtAb43$dWQEq^^P zKe?~#``4EJT%QN=I$n?bo#>|s4W>yp!fL4A9OaKHov}$T+i_lS^KIO({HbutF{J~v z`1KS2pz>*tdX_(Pp4|IOkw(YHUGMwzAy3m+qy%C(rWcS9B78}PB8yIvK?mutoNs(& zM{1p`_3TDk6))fWjnsLe}^ysG~18Ecga7kdUt8x#?$9=&%QQ|r*e`0d5&+Bz9s!m z>2b8S`@-jT)lZk_m!i__N07*naR9}|YFaA)TDyO~MytQl@D@pmj>}}xr%;a&ux?h^K z=Cpt6rQ#jAn*5(<{XZQ^GXL;${+C1lNV)st&x)}rUp=naV&9guFY!HpIZu@P^L|3s z{7LiRQNE4)+*-T*Th=Z!%u|aWt1CjF?^ZlZK;pz+8&jaUus-sb5|noh+aEs#d_L%4n82x-N^hm37o|m;QhG-M)Mt zRo>}(AD5S@*ZO&XnK~brw!>dYHxF6M?B{y=Yx!^d2eV7D2*vw~pGg0~Fa7iDrO5WE z^T5&WR(5(&JJ!qn`n&y=xR2DkU9L$#n}3DuR8GWPQs>=EYY|ffj!}%(lgsgzIgk4M zRxk2$Ea&~V{rqgM#!uUqtvx+%??3zFZ0EOjjy6u-Z)Kc$%KNX?e|PYI_|!k^`}eoC zdAqg!|5xL`eQW=6GOcB6?vK0OY5xb)jF6qKEf{2sIlroV=FQ+P(4^5{H&f>vX&0>{rsY{ASyq_*{p&=<71xYTQaK zuj_v}e%>zg@%E!gUl0HMz_qMj;>~B1yJVloW@kI!tbd!b@9T@Jyz$J>%N1MsYo7J_ zPyg`K&wu`(>rls)wk6kj#Cz{q%ctM-r|AFeb8|hWzsdglOY&!Z|5bj~QOYZx(x88h z_G**#_*CE9XKv`XG4Gu>=(XqpSI4VbRy$m7Cw@UYobBzXOrJ^bsX-2iY6nQy!%H=DDztDEI%>5nSLwQhn z(_cOzJ|mC0uh&+`o$R$dWwrnMxR25VOZ$FC`u5_N=eIoNpA$V@%Xqo?4_iJnv`ZA~ zGj`^wKGmQmHfO1Fx8KQ&&X@ix9j}~Nm$nqfj`ZD)uTQybOiPKX4}T8rHG;_+jp8Q^ zl8a2TySD44Y+KfK$mSC6gCc6wGZK%YUX1Ge!g*bmYe$sEnb<7`PSicfB0r`4Pu^E(>i+)tx+we3bVhjEgQoh#&&zIHW&Tn$_;HF;}KHXMnE%k9*drGC7ygxmD5~8$D!Aj4JjX8ynf4ui)9@G0Qa=OO6tnxGG7n5(7 zcg-^&PcvR>or|8qIw(%EeX+XssOO``gYuld?=+U!mboFe%FoRh{rkY}?TS*09-|#- zRu^rNU9jh4skDg)&bNj~#M^Q1jnSX}Bdz~&@DH9}*SIxnW6%xn5-}}+i_{;ZY#rTW zZy2YdL~r9>j`wv^D=pO@@*Z|XF!QCAs|wNsvuZrCyi%~whFC-@YxN|L&|DfPv?I+q zQiDEvw(ic%C>$RV>hO<21O%lhky{*z_^<*4F=2|rnaNbvMcU%b`~7i+jy|JIZV)L> zXAr4S25D(5O6J}N(kKod>0aDt?F8Z9b?BhtX+(;UH9sT`q;-p~1!YZW&ksK$1GyWEL zXJKY4T)^eJGzR0G=XnOnWRHl#)W@zoRh&g2h&(kKQfF zDEV)6JBSPfiagegMB`Floj zt|xTMha3>i3yU1I)BV;M!kBcv?OY(3-zTgB-8Ru z@+2UsrIMHPx<2I|ah!AX05SmPR0ZI(BWHEibcCx=AytTFa9Gf!5(KhI!={!MG-fhI zSfr$94v;UnOizm))LAK+!6%x(_S{N>hTBcz6nbxZ6{F`TV(R9`e#STlCl^QZ=;^eR zukIT8V1ddt2%X4PNL5wPaH^$un#Z>PyG-}F+qj=+cMrbErIhzAsRz#hdB7*kV8V1= z*0vWKj5JaeS*d80mX~_i-g~bmic0DBV0U}YKNi?3v51(_@nIzxzCM%v`t@cma#Uf< zX$$Jwo_cXA`BcuOx^<5lcahyF_B0E3qHI!&RFDMOKBeW)TixnVIzm(T6JU&xTyQKJWcH_M{wTJL!4%zx*ZT zt#NJqCG|Z@sq<&@19h?4!zcM!7_M6u49n6pnn-EFsca-mxY>l(v&Mx+wa2fH9P@&b zsIQifXpq{pa`<6z631HC`cf$rMunqDwC1qvdS~uyvm#h7Q?!q8>q-4{xwJXsJf-_8 zbE8Vh8m#kwK`Z;`PeagN|4Y2T&HOv{|7N|A`+W3%(_$8UA2j`u@%(w|%W{Ue1E!j2 ztZ7^N#xSq z`1mEGQx|1c8kIod{oLI>H8_H~uyb+nZgGwy9VyU;;4$}}PHkRVS^f+&qe7#Ile$#B zY(wSt=hrSewGAomp-B}XmA*ZH@B44oH!uFr_5SAGW>miZ!db#$ISMkENXRly_b>xR zCM8p3a{T}62xXa(hnbP8RDqifgLXwavBSeBX9{U1ccXF>m~a9dPM}JGcr> zW+zZYby^Lf}5_Nwv@-+?ny7h3gAiU^2LRt z{6Jc($FNAxaLYK{KiY^g>=k@a`q_t_Y@u4VZF@4iS7ak{xW%-j9Yj?&#JT7j!5~b* z(}&1cLc`NRV_P`uPbJHozN=O(D~Nm;yq8ky=E;RwkY$XR1J2HFfs?Mw-3~>@ z;c@OCXjFZe;f=N9V+EKI;OPNBy1SMjWcXmDXamCgsPR|b<&xj1djnat%Dd|Y2gb;y*RJ4fYge8&z@ytkyaKb|Q1H+GaH@+oS zmJ5`#9~oQ)qD3Tv$b&qGq-D^Eo;2~Hun3P~1%-(aVc`Iro!}`nc%*JAS7(4D*+POz zgs7Yd;8tWXX{VBrSDm*{nx$DNELn|hPT`C$Gkuyv0CsS=M2gURo!w@H6MO}P?j<~( z+v|-33k8OgjTntQmyX$1kIP9{P&yGw5EY9oa)>B-dhZ?voeW|?138C#NnsWa1VKo( zEG;MwA4pcMAdV7~8Q296v)j4f3vgAaYNf`3CIZ!<>FyLENJ6gI8nb##kKvvG)gq#) z?*RfZVZfZ!ok56k7D7{9Bqbak6e8fFkivv8#|Vm$OmcAAt)E&2T2g_eOp_!@a3L)+ zZ1ypvs3=)FrAJ17q;{D|SQkYw`Xr)Acki4^;7o~32rLp+xoI996C$=?Ha}0C!a5xp6&fm$Nj1;Z*xzZ z1YU}6#TH^FBGwf_9!SE69gcEv(AkEwa#nUxOP*6HNaFkD*gKK2qJ%CcHJC$C9^>O# zN?2rf3_*ZlZeX!ArCQ6@=Lm;l1@44OnMy1qOqmoS^YqM^iU#Mp4D)t>b*eOw!&JNf|Hdi2YF&yFNl&o z-6y3>x^O5bY@tEjc%Evo&;ZZ8aNa-K@>9jbBRH6|7EJ%US*G%L;bYYL>+>b+@^bbi zZP?6kVunW2NDk1rSR$D+eVWgNQ+RQ2Hb3M7lC>}?I6WiMtSO9WWR7HWYQ!s+!k()d zC}*IDzn&DQd_Cy?CDlo%^Bg8g+q#fsj6Sxf^gM@UA4RbWS4f7b`3IUIS%N)1kcrI9 zm$^=Ra=2X%TdbNd-d6Yk6R1QS45(tnv}yIzGWtVhl6s;GZ7WL7T#1oz&;%uff{HoP zXI4@HiA!)vGEy&M(D5mgBEP0RXb!Q`fJ(O|e;o08A_z%YGFL;)_Y@($q zgu$aY**w`tC6YN2x7KDEY!(_J7?!8GPAXbfU7P9#@{i%rj<3cws7|WF;HuOl-{Ni#Xat%1oeC zxzv`mLPxjRhaY*w|F;BGis)uj+$p?pHttdPM=VYoE=nhBZx@cTzUsNub6by!nRV@| z57ywt#{#NMo)Vp4gcR|jFL$x0$Z?K;_IwC^V*N{Q|L-$@SltPUGDC`Qe;<4H!FAQzG)Ci&&&1d5@$sDJR2S*?^1p*+lY~P&9u~Mv!r`d7XeqZLJ zTn|1*di2jv^X&DpUvxdCH+qiuCwrD8-q33POus^7>blCgn+N@nLf^D2mA4o+!T#dLS>^ z>&%2pS*(1+$WNG&7c zM z^m(4^mwz8>=J#Bf>ea!);>_puJRd`BUdxqf*_qE$=+gGT?8ii7sjT6~+?CCI@Y$C| zGQT2jhyN?#5%p^2hZ*e%1TWGsoRWC5xdg2`-6p0stqUc3&hbJZzKxl%Wy;r5kBuiz zUd~sFe-GV>kd&6bQ=0%~WV*PeWg0Stu6WPKku)?_xoRTDKtF6*Gns;z7+@E~TB)e}BN7y$ z8R>z-Nt#U1wC?7ENGRcq1cMaqM~%;{)BOLQe3vXi%*+@wBWo#AIS`Q9*PWhZ0Zx2p@)J84*dGFw}n zsPoK-!E8m+WS#ZckWOh#E;*CZDI-1JSMxA&6sM9y;hM)VQB(XMh=8h3X3Gli13+UDq>7z1aM`ZqLDtODL3QhF}x(HDt4t; z!~3*u43<*3EeZHgC1_Z9!~~q+nYm6D2N^gxh!T<^MnSYCFOhX-WVn-u1c5@fpvG7W z$&4H^ldC8z4q{<(wm?!Q1%y2iz;sUpgq8S1Va!P9B%0GB5JeVB3h&GSF%U>6f+0t^ z0$0&a@XDx&Fh7GjaWH3eU=kq-5lLu;*9@W4R%9kJa^S@pq=w?(kaeay^3{0@asKeM%3%e3r)KrOU^>NKNbwaQJmBZx{aVdZo^29G47 z`=!I0L=mrPF)dZ5vVt2SKjvUy3cv|cl}@A($eq|3lnACka^XybM{?AfmNw?z=NUFe zR*}jO5MesP7_%oSrGypo$O0G&a&I+mXh3 zNNTJ;^!ANE%t*#MBkhDw-vk!X#O-4~xk!7I`F{wNIL)eLxN|^*=GNDu= zDgY-Zfiz$ZA<68831BiJDkN3BN4ME~n3IgG?!|}*5E> zl2d{~6ielmg%4vrql81YQLi&Mo+rmETa7sa0KvjC4Hk`ZEECvSOm~PYhoKa&Dm|#>` zo|Do;>j-VHH?C!?%kvZ)-r=g{2@<1#d5{jzZhja$M7ai) zPfEu!Pd?Y4_4!Fli(d!r&L4RMJt%{NL{SzO^&*O_VcBO)4;3z2+sk*pufFTCzgzuv zyKdXIFI2Gqo#Hd$ho-*;9g;iCT=ex;-c6nC5}6c7foW7CeaRmUx5x1f`=2f_ksPDU zRDJruxk7Z1U0Td2C|0t93tE z9m*YWVJ(fA{nK;#_6L4^r~D1Km#ELtCBOgrw*18p;_DZB`NU=DJ(|*4X#D!uvtX`} zT9Av|ex6?)NBJx->czs`;?gcJU+P`$>lm(bsb(V&$f=aOWA7{Rg>6SpftI2anh`P2 zW56T^(gi{sqNK_dWJi?BO?i)Q(;}H^V5Kg9<@%Doaa82+agP~gb{_8JM#Hp+3{i3* zvbu#7S^!XX=V{W~Ca6p^f`(6Lapl}fk_Tz2WS(FzZPU`qFv6ZOZeO0#S(c^MT87El zmowN?*Tc24SaGlu3`9xA%U`Zq_Rct$pRBC`pwIk8hs;dL^uP>}R5){@h+8B?L`cm* znL2}q`?V&jh=7|pj_Jbzl!3SaY%$aO!cc0KGQ2>T*gd8L%v8l0Ct1A!r;J>TR@X{x zMpn}`Ng~W9#y*dGEUgHKQh1ptD#&yva4>sYXjuwud5n4+are7KGzy@qk&?y;b4Yfe4(vlH%#lRN2Wp9zzv z!iCe{Z|yjqm*rS){qau`pE~_N-OsImiU&&mn)DN)XHTWRh&PHc%`*|rGsw-cN8ZyT z?S?#OE=(7Sw0R>wm+je7B9oE`lukfYRZy{rWB-Q5G@Z#Cl+DSJg{YK$CYM?#Yi79l z>{{2&i+FOdXv>0r?sq>lf^$aPDO%V%k~=3?S%fR&IJpqz+0Q=9(uiRg0fSpGLCJFj zEK~os9*84@DO0H$NfHAIVg5LNC=qc60ptcZ-(@hVVt^nN$>5^kdd&BUJxD88X-wcj zIYF{Ei6Y!IjZMsLP@M2-l8QpE*$H;huvH(%Gd^rn3@(L1jqLn7!vapKE|M7; z=7b=8$dp)xL_)w)vWmY+kaH#>Jj0zy!~!+UVmJpgB~MR~NMWAaMdKe(Vfp_7cCnO> z8Xim*F5=3v4;#V2nCUtmtzLAk7BC-_u@o($aSmniY3?pu0AfI$zk(t#Sz@ihspOlX z8!W@qE|J%mf9Y9WR*@hf=S)B8zT0}VbU9A<`)vCZFVR+B`c^pB?3yFoQ#e6B=V=Hg zRjTSvk&u`yQ<$^9lP1XvRVq54e*z%iqNTdCdy?jd51As^42>;3sB-}qfRah7US=Om z9EF`cz*31Pru!HV)zY}BRx4uo4em=a_Z2{%D76A?mf-INe66fJ_cL}|PgY{)m?DT)Oy`+R5Lm!uXyDHo9tBA|OlW>9TD5Ai5S229kd1xZ$1>}B;} zJ1{+Ik_@s`QElpkKz>Z2nFFXI5ZGzpM=27HaC02g^{wkmZ zhze_^bVPSoy`7lBQ8&&_HcFbE8Z;IQ4GqemF{7)A&dU8pwTHt;5|>J#Vu$#gqLBm= zFc?HanhXlWITAsDfRM}+96=m?Q*tp+5U5CqxWvQ9#hsw4HKYIv1i><#Ref3nT0!QR zz0>3>HTQQ+sa}ZKl}C|-eElF#|p2wisC}#!|<-kASP09^6U0~F3Dbg z<8oQvyXGr!oAZ-7Ij5y~YIukz!>lkfbJZCcMO=%cI9EB|NfN?I6iFT^thK~r3IzqI zsi;y&IE+H))qFSvP;pC8X_p_ge)3=XFqc+Tt518I`%*xhb$F{%Nl#>$7ZPQm2}f{# z02c9Kx{3sx_D@yjULL!T$1X|rvP{`_JT91t2>0Pbu%!qQC(pAWvZyA7k0SW=l(loOHYrF)>wBTtAEoa+F-dS$WX?P)gA{l8Yq$57wdNa+4nv_)X zYiX8?XGcevf26l}o*NNza)h|Bhw}|dFkuZ2#bgih!i@Q z*vlB}ZX!acTuRApDZe_EBW%PJWGaEgLV1dK6O_cvm?^tw||g zULOOEdEgc{Vm7Voc9HE)e;H-sOD{Gly>B`Y%jW0cPcWSk*io#!wwvCw$- z_MfRL<0m^w^q0%lg#HdPDGuUN(+EIfK}V($kK9_`dR&!a$WMbx;XzvlS|F|KaJ`d-^! z%ed{~g+EKMAjpSJ;i*uYh&D01?P3atR}XF}X6E94y7~07ifZi=nNA1_qF6y?`aZd* zS3DEv#-n(V8bf97jKAr0CYl!U=P;c8|iui&9}Wjl*W= zeKk*~aqRcdeR)nUgM}_vsD<~s?s)uUS7=f6gImt(Q3?G3B zIn@vGDW9IIlawst5|hr8XQ;#S>_tzOwB806@4;qn#crEl264aqBBf>ieq5?Q{%D7* zl4OKWhjcasS+Yh11psDdW??E);Bt~>MiMiF6RagOdy0&%Mi~(qU;$Ggg0SEz0HX<* zGO5s%vy-XB7$xS#wWS`i9*hXyX5<7@S*h{loC ze*Q+!9pZW4Fr^=Udu~5(vbLac&fzS}@1yiU@BO4<@gL!tywyQOTqTWU{K(%AUs5&kI}4K~_B2 zI?ai*cmdKl)9%M;<;QU7mNW2d9W9iHI+G;h_-e$o0+pHQO-FJC013NBO{T6 zSVc?K>Izyl@;idSYX}GOgU-dRYIrg%g3^;XDN`jV=)*)xWN@dXNKEoz*9kz1GV2J7 z49UWdyYxyPS~`^i2pV^YW3KGvlrRgMQq`F*AYi}ER`Z* z_gN<^txcXiMn@*Vdgl`{}2mdK<&z!?4AXD2P8%gsHEsT>@fQVR+N!ih?e z`uy4N55Aq^$tX$eL{0&axh23#5oTtbT(~K5^zO6k)~HB;a145cf4Qzurhswi895EIfDXgEunh!>ETjjt*sNqoZ$mmI9miVJ=0TF zk|L&!JF6stN!Ge%_?(k-Qp_l1LUdiQR=#~px5!BuNJ=QPuxRQbyl5zL62EeJCr9LU z^V8RLC@)jsVH!s6XFv7H2_jrdQbhPkJX7%L^&BNFnK(^#fO1*o`HGuS3I|k>8Z$Bo zq*~v!CFS&KXV%nkjlNM~l!%DG^^ZR4F&}SMA&&%^Q}0QX$-Hj zAz=}o$%gbu_u-MaoXVo6d3f~0XHxH~_btcr_9 zMA1SSk)sF+JC6zWGJ>pgxRNM0H^7o8dJOEyU}r=soi1(gI>k1N)BBNVPs?*r?UTl| za&6H~O%QHopi)z5n#pRJmS>Q#3p^#fNdCGWn!&6BAz22=spB5R82`w_$KB8YO{teMPCuZI`JkcXh zkCT!Vz|_evE-MGG$050M#pyJ8p+YH}*}^0$#*8Qw;Y>WqQ#i;{gf&Iph;M<<$=CEk z_Du950l{D}NpcZUMua6%idXHEl(YzkM`Ci8io)5#c5S6z%A9_`S#3)pwYNK`f{fro z;Sn>0Tno8-M#Pi|8rOS;WU)LP7p(WTN-3rah~yr2CrBQD&IlSNyi zgnDY`h%i*rol7BdOra>`!D+!B#MX`6Vo0xAYEnrN7eqN2oi(*wynaT$5P9vyL>X(+ zElo1B(qtCag^wwOD4GeHlpaZLY)&6aXh(nwk)E>v`UE?8PB-$X@QTdS?qj@jG|=hj zMnPO70<#Ndl!I!bz-30fX5M{1(jI{yGVea0s0QI0qf8pePAbeujC2Zf1XBi)oo8m- zq%fC=u5<3Bv$dD`FefYXsNGa#Qce@MI`r2liwgx(xPf$L%$X}s2~sd~OCjZv8Dh3D z5i=KcSo9$it!~WoGw3^og-Li*-Y=Yb*l`~56iU#v;?9#fOO!^WJ{~#e^i?*m<$grT zPAS6~TwYY3Jo?DLOu1+KbLE%dCUh6=%Tm3W zU4G4~_BGhSxll?3W`CqqlIrn^#-(Z9+B!<8d?_x;!#`GfoQC4WGtYURd_J|yH|3M& z;WH79va}}4%lt+SRG5lT1iO<9&!X!=HUX1NCDMv(3~$G=|M>k_Hb=(rnG#b0`q=oK zvHjrkv)+99{)?QC`}5z;=YP7)A0A*{FL8hH?Z`O~0SaepjA!P7aJEgvv^wc!c}m}p zGYU}oRKyWBGx{W%r_nK%{6e)HxVd;5pX2Q!EQLpU9!3_mv2m_+T}#>1dK&sTI3Gr{ z`-Qq?N2H?)u0j`=c}0dAI49ZnfwYJ|c4i}{L?A@CczLo}C?r_8wm=SU z^WGUK$<-kwo!O+$$bdG3@{}BYo@buStXhQhGUjv-H;|;+WcNlYvYbDMASeacH6~4o1Pd~e#53Gs62U@3EQO)fAi;h19^Q+l zlx165iq4FuhpSUW1f$?@nY*Z>EFh3j(NZKq;cSpOP9HmX?2EpKW4XKxQ;V3a=Pzx4XKT5a1^EEC`6UBDS6DHI=Axe)2e^| zg7OL-MSoxXDcemrmHuJGzi8o59dqmx73-9xY|nlc2P>F7BvWI+Mv*br2UC&YN(GtW zW|kI_>8;jU3c$d}EOG#6;pePOQrrVG8b`=5%-LT2-j_awoi1Kfby#`8GIa$=l_lU@ zy=dkPqi4$GnT5&)oKmtN9A_@9-T1)pj4ai^Jl9{onNKo9 zI)jpwX(3J_ozW39m@;BcW71V+_RI{bQ^f@ia&xyXYw<(_70Z}80TWi`Mdw>k4C@2| zMOaW$MyynZAUK0ylpHJ}JVmM}379hTBjd*IZr16m(f$%9!F(xD;^Wi+ zmd4Aq9rk{pqb+qUT#+s@IJfRA^*1gpxJ6-?9gS+RDae}ADtejV6OSm6@?`$R^v^G( zL4q7Mg1_!nYV|_)PD5CO!H7X_Y^aksFOE($L1xS&Wug+brM-xx$3gvu7+QEKHPwo8 z#IWJ!!pusZWH#se{9ChqMka5$Jel1YqjKvM2%~TyK$L{|aJ%{=m05T)bsITnCW@4t zleh{aGcrLS0wXBx5l&8Q7{mft+6)WzwtU!TS(M1984;DG_15M&!A|CB5y`Vq)KVvt zpcE#`F-8Pxtpv?EG@uT0LntTf3>mXc(0*EViImck$`tG3f-_S}lqCv+!b?|*>O4Aq z6iJByIMh*sOY;7~Zt+Z$KvNX$-K~_MNi#HvvX02KIr2=Z>$UNmy?4n~NYaG4h>bzx zE~b|>tpieOU6v(p7TME>FoA@~SqiIk=b(dSPzLz~%an{Tjas@)V6Rd@>uE;$RwC_z z=_JN7m6D|pMNQQ7$V6nSYHbs4(u{OIf5ARW56}Q5&^f7q_O}PEYcLG~l!#eO)DbZw z9hp!Tg=VCCObZW?*0$tq)WK1y{SPNxK zs+LSXpm!B)`fa!em&(^VbK2=Vv8GtEP?iF1F&k&$L9~<2%Tm_l)8~j3Fp)$OYQ1{V zVbjbhj9I*lK$t{128U#OW^U4ViDO=;^y1k)EZoPu6A@(y!wSVnk_6bN71jcor_CRK zn%O+|OyW^wK+=gb0%i)%2%9mjvS$FmYs7FQVXjv z6=G`rjp;EOup!F-vvfxSo&uZc7Hj{FHyk%72# zOu*gCNTiXmv%*CIASEbgQU_fg-&CtgOC_NxG=)MU)n6j3>m|e}cQNB5)8?7wE|P?` zWi6^#InQ%{zw67Eg`*(ClS0Dfbh25>{l*Ex%gf9C$9BB$#rMa;+j+^1q%?xaD!ht! zvQfiLc`ce;)PZ?A2N7S^%=tayKLs(dP`o&%uHW__8b6Nl`dU+kKT%sa*@61_ao9`p z$~<%YJkLJLcN8fdPAT<8+i!CoK8NQ)QR8s7Z#4HJto%9%$XJ)Vw-WZmxe`mlGJ0^p zQ1u$F#8u>@6QMvdf-6$4L*^(CV$NeNfy%RLkJtwuDXo=DB(im@Gce58uti8j1TrX& zbUU0=hvtlA#=>Rg>&q$mc+Dm>e4I0MxiD#ja08`QDM3$ zPVuwH@lgsOx!AKoa6jMFm>tz$KPiTF=e!TOVi&G}0# z>kB_sIx2}o09lormUN_13S}fbSOCCwWRnqW$`R>VdW<-%j;vXj0 zt;F#?xMryZRor7bNtRNSH1t9B7MdfbxmK=RXrsG#i^Iv3GYH87Vdk+oX-J}?New8G zy3HTnVq3Tq&ah%ma~8=}ILGZg&zVTwl5%3&e0Ljed(*!zWZ}<`!Olg?Xf@lusCo@Q z#<1fY^eQ~kUQ1Ug(U=3BDHJkjL0hTc-BpmF?DI4;(Z)rtSJ1{bGKg1$d>$#o5hasjV!K zZKh6?n&AmiLI|OVTqm9hF6}lCrMU`~NE_!qgH>0=15B)qQsxZr?(QC0(Y#Wu;v7`H zphQEk`<#0WT%^TpX$^eZdGMl#mQA^4_WL;ZbZOfnrW2QvhJHg%SGQ7zwg^@kOjast zvRh(AL4o73fo!TpODE{am`GP$`IG;^AMJHiWL={h>L6|9% zf;_bwX6jmvQGz_efRl;XYnUjzgOii*GP1FhncperW1djl6 zsg*&;d0hS1DR10f$P)FpM(ZfI$`#b9RKSqjt{F~5#(Vd>S1Z}or{%pnmvbZCdVSXWjGBIJibHND)>GD_u=LaB zh{E2s4C{0_TvP_^p|ZY+|IMCd_-URhAX5Cu16`kL0GrjT@4V5J6DbwLf7C99M!j{JwovQMb<)pdXQAT ze_59M!zsyAH49sTWE4$0H##*@q?s+mbdJ1-kLmyYm2y`>*$l}`}AO*Do_?85~)V($9&JsL=cgg zO3@<1%(rMsWn>Xt#1`nBJi+IM-WbgJmGPXN!W~<$&uG6ZSOz0op|)u+<|E$5oGWmp zRQL1{5(NQ7Dc4j!GiU5%yfji_WhZLo(Mu9Pt=2Yk59Fa#iU^ye9Y;TodpJCX71`ku zqp+FToRdKU!WrkXC6ktBEZQw^M;!A+T+idl)H>u5*4~tsm8p)EzK$3Q0(y{*^SBxgx)UU*t@ozI8kNS3LAAwMxEXGj< z#<@sn)qnlVQ#%U(>Go*x-n3+xyIKdH+8L9~xn~q))+h;XChB+%^iDw@>^q$AbHYA21F&!

qL`-$D$8oM9TNU1xsaM`UQg$QsKRi^t@SKg+%p#Il zRWk)6COEaJB~d!5mFqX0-}`Y|oKi_@MT!#>do8U*dPfSYS&AR$_!^q0WijHK5)->c z=edv4CO5H*Ntl1g>^y}W72H7{am>(xs!Lr=mvszVmP$_1O{$^h8Pkb2qr!EuD-TK5 zU~C18N#x0vCLAmZ5e9oQ;yC^^r3R0*56DgOW=;b8W8KST1P+?_3$2wJN96n%#cWC9F@_IEDvHWl zl4g%Rpg$ww6l<;!wA7kMGUCixHtBO4138$U3I+oy1(I5Eacu zWfNW4sDHn$!c)wbeASG2rLu+5Im9!^UY{E~&cY^zuN z`96N{d7t7Ue-ipnv)}ddd->&=-iM7Fd1d~}df|)!*8GzYT{T;=M$z<;DCTI8VlZwZ0VE>~dHv;?K+WTmM@9c$)Jmm{o5;2o;sp=r*_~ zx$sPhU`h_q8|mWtt*d(dy_90}mtyv`em_G43SHXrwXVPPIo{8|-fkcA@-(N6Ayq{x zCDLQ$=q;*bhQ#y(D59I9impFii(h;n`_cWmm8C9(%4Q>^9{*hI53Sqr<$62Ll8;}; ze|cZN-sQv?`p5S#sl1gDUZy>sw#+SX(B8{FRZ*3bmmjwezC3YR=00_gwNTJF_P4xR z_J^Fctb8bUi3-TXOJX^lNw^ghW9k!gcrQI_sEeGOFrwC^5gYUIBUz9|_)54=#}ugK zFY}iZdnt*`eWxIWa7seq;8LH~dYS&==TUj1SVDeO7e#o`q`}B#+1h4vTS_+?r(qaF zucb9`jQJ+@H>EFgF3oZ-Z?-?r*-x5`wp?G#F1O=6Cv1)&XJLX7 zFF{X1Uz~}{U;786ONBB~?;fJdwR(&I`T)FyD?^!=W=nZghfy_`!4hhb6(jq6>_dw^ zEq2ajpXPLTJ=XOXdfv@PoH%#d_rj}D(qq!)7sHujkLXD~jaf{pjd360EK-1ZbdFlg zI3!;_`LHk|Ve%xfKrK-r!{tc+Yh-3QM>z|m|-ARN@>qIT> z3Cv@jkH>6F+vy#>JTh0 zGy5gyPKVJ@dQyE2(bMl~wI#$r3CUtuMx>8U60@kV7_)#liBhPwBBl`xQ(ZKupF52N zrAH@I#|fUo(_u5&<9y`oLcbilsob>>rsWu1){m$1+TOCZTpIkIerrjzo~JI_aprJg zuFca<@0PPNoEmXWMz@*TYXSS6CcS+bFX!EZ-`CM}YdNF$vF2q+sHBzD>J*YvbTMi; zAF@zV9!I!ETU3@Uhn=Su&?fd=Hbz#8jETtiNlTqp8%}b9RTASgdhDZUBq)dj<|0DA z_cIn#BCR5rbIuVdCRSH}%o!X|u0_R^ zoTSe`y=9W=&%{5SlS!zynh-*{WNvdT&XqQg+A~nHzE49@Y7sSHrCreUm`7m@?_|2R zwRGqi$+#E1mz}DaZJu&q^g7X4issJrg`++>)wvyA5u;qW7be2R{Y%glYRm(1&;GGr zp4_an2hA#M%#oO?a~Wg{^5UbgXOnZG!zR)E>D7|!MYr1De3inw=?q6&aH6Jo55*u zz8>;&tgmR#3)<4PZI3y2V(K~f9HE}`w(7~$pN^%LKm8`_iF{3JJ>2Ru-IPaaCk&cL z^Sr25*0Ht82@2)_(*#d#xm=u|hyUH3-{$&PS<~sC3IFHob~#(hk|@*N=U_^zI!pTy zl?BkuP(CULb2+@c4Wr2Sy_g*~;x)Q`FJpf``9~@1%WKuz_c6SNU4m;Lah5X&)v;7F z+rZ}5WxZ`p{}_^UDQeOB+a=GU^Nd;d4bl$O(Vp|^OMvKcybO7(651kcb9yb5xSeBP zVd}4NBC+MNP~|;5cm=;+@nacToKV=G?5H{Iv@2G-R|=dS{ZKvx6Vb$fnpEXJ1TkuK zni`>$S@>=3k#0_l7_rZJlX-s<+yPwL%(g%3qkVh(`g*&7%KguOEOh^w=+B~SI$}_0 z&icpYyhp90>Ey$4_l5E@)&9z7vOo(3=9oM2VP&?9|Mi!z?71ALvWBiXS5Wh{T>Wj% z@1nauetfg?tl|8}!+z%nZ_C07e73dCqM1EiLVun_bKbAZT;&$WU#gyFgZS+*ew4Kn znfGmKJAaA$KNN*p3 zFaG+|$J4jY%Z2dlALO^-{LAIBT!mvC^XM1O4V?ROyuHMDj<)nxgV;`#cdJLC-Sxi2 zR_B&1hn9UvoBf-;qv`37v_jV>*VPB;Jmm3C?KQ=MLrP>EInE-bNWGBO3;Lw!?LuSm z|6=EZ?yqqzmp0q@jc$J}IhUeZ$9n1Ssa^Cw%=JpkHO0)!vp+q@zdh`F@T(r2F>hNr zuN!f^PN~(B5@ffVKmGK};~M{!erxxgyve@melaZG^nJsx7ySGGaLD#c-F18X=S%!k zpMKgG`_rG_kGJQiKl5UDcd9B2!WWiHUytc~1!TCDwgXtUv}Lwmxt!Hj69K+g%5QY} ziTZB8y;wcoY#(2!eDg6a@2lNGmNO}6GCzv&)6&H9`^R&{6Xmn^qB*3T)IzFCy>7>` zyxI6|Ip0PZnUiDOw(d2)$uq_We|+X=ns3|q_m{)#^*`*-_d}^#Eb);0Pt3Pjzt#4n&SO6!i1k8vA^-a4 z@Bdq|^Pvg-spa40t;265*#7c|-MuUyCH+hPe_p%Xj{kM)n~|<^#Mfi2zn1rZS$uuo zUVnc4dQa-Vln;BCc?T{x{!^hpy?(Uv>X`6zZnf0~A-{n~+`rXv`ME>zV~e+sKU*Yt zXw{kaTW&bLh> z_2m!$$?d*T`||qbJ-(m*zWFF(KO)|3+b+*nEal$q+;iN6Cog5k1NwK&|Mz-6wcE!p zI$!HE_3O)*{|}DaybXuW%Oa&MeQ5vwZ`;SWOIz<~ba{IH)4E(FLMbkKHM7c3rBhkn z^YS3aFVJ&8WE_YGQO5H0v2MR#_5IbJ`Ty3{&o2`%DOv4DYdc;p$A`b3`1xUf9C)4c zf9?e8|KI1|zwZ1^@vrOqzkIzH&6ajoIZmgq%ese6xi-CAn6@SH%I}x>x_{^qbrciK za_-d!%XIq4-$qk^e)6Z+Y1>4YJg(P|He1364%frDubL9mOl3R{q5EPVn3QCZbBwoR zU$NZYf2DG?i@=>+k*#O@dV8<)qsc>bbmT0E>x|`X!PG*vjq^g0%y*Yfno&wE>1fu75?|MbhFR(*^=5ATo8 zE;BipMLFgN?!VRX{kO}*_Lr6ZbX(}XopG|?l-lKg|BwIg`%83r?|t;1Q-ZV^eZi0W zeQ7#M$$9)di;kbZ^V9zNHd=o;y_Tiu5i^q-Nu0xwo`+OOkz?#hnBO}ibD|%GtKh}YmmL>sSGhjn zsXa7rIY?zSo0pFhk&0wzR+CBm`%?EKe^PsbHWwLO(hAp-yR^?2G&rNxv6DU_3hM9gNvsbeg2*~jCljHl~n&yOFcFA{wI{Z)BtXB=j8D_#TR zz3%U?egD_>S=U!V!@(FOpwp1gapi%1F4R`OWD2Pr$nVGTbo;k2jh+|l{qB|P>r0q9 zxIc}b9P62HV?KC&!t>KyB@kstIlh*a6z5LY6l41?j9;l2?R|Q$WKviSL`f_p7BVNjkM<7|?F%i}OpJ$7)XX*EdY>Os?({Tn>*zL?kmG3o z-p-LB!mp}V0cjq_#x!*M-?wz*f$N-}o5A2uG6YhMQ2F6_$1YQc(lB6_WDKGx&7{4C@3<-EPd zu)aU(Z)rcT(l7j>9;0u^xXfIHr}0UM3-?QW@bN3nLu6*PvLp4Jaumpy`10JZJUsBW z$p0&R%T8@aJ5a=}pg8X37pZG2BI8c`y%K6=m+_F_h8?F!*M|Da?KM!`Bd@;}3EsbJ zc}LTIJfXklgO((9OUkSv6-+5+ySg6=6suAtO>mRF#N`h*hlBD&iJwMhQk1FeQJc z>4gkF1iVUN7I*lFDK2t=!9t?M3?f1bz^#=uvAbFu=32RI_8BMJ)>Cvk>qiWGs8 z0!kzTi9|Z)6VLRB$)SZ=RTziI?&sEE1}4fhCNs5VA)tIbqAbGw%W)z+TXqjS@8_0c z;bzW)lt?*~g@|EH%3{VTpg<5P+57XKO77L~%Mrz```2mbV>``_P{0-n`V>-8Byw2N zFyia7JgeFq55kAlVCDk8o+vbHYg8IjifU6nX8JwV|s$@LRyjG8G> z@+vA!1PYJsbRU6v3MGnODP@t9zag~y6-$#zeEy7DF z3u%7#KU8^Xvk7x@ghUb%vzZc;(A+6Ql~tK2eP*GuZOf#YV^V~g5w9nT&tk&TL{*n2 zsRc;i&z@d+BTBxyYRx9K2jmwAkv%JsE_WGVaZ0^;^JHKcC zPIO!}YO)F3&K|celAJ_I|LMr)XW7$HPn8i%B7NBnip|3T-Ukni{W-vl45 z=UV>9dK{1SMqK0=#O@1WJZ|jM`qsRTo$xbBCXIU;3eIk6SvBeY_X1cJ=0;b7q)c8K#>F8xX zua`^P@Z0HhUu*%#|^=qqS zI)du5Ouo9rQEHKzE2qcdzRFiCBvq-7-oHP_-Ko~?Ra-ZKIB`xb&XQ(wy(}j=tI~{- z4``7hBS{?pg5R%CbuGoU52H(2N($}0#`8ddWTBIVf`brqpuDU$KUIdEh$12aotz+~ z+FIL;%ODAK0jWLi|7;s4EyrHSs_{Zawwk|}ifN1Z!e!AW(m1mF80W9j2IaDWi(Fe2 z!B_H^a~?i4U4$4;;$eE^luN0_=L{rRU`*9r9;crNUawbOpD+QBRjsP+aUd2_AtEGs zW*kgIYO(W4vXIl6IXG0&z)^TS_5ZY}n4YHJZF`t-P~J|wSSrsoALYRK(RfH?kL8EZ z+N>t#jI2vDG{6DX7S*I(YghCmKwxVo`tA~}3~i3evL?A}L>;AyXd;;M(?L1V&k+zs zP^KzuPC5`2V)gp)k))NXv!B#c|%1guEn%zsEkH1hVj;w zLwx3W_8cze%BRvgNx7&Lr8E))!#xlbdnQW=B@sh}k^vzrqWT#z6as(#C7UTdy0asg zKVx~BhD?`pv(>del9Xq)B+UD$e;o7MEz!xQH7d+Jhb3*Bo);(m7)Pf$bXityG?9-q zq2$a+PY_X(sud~4=FN|t!ln~9|Ln~4(tnekII3b(uqVhv^C(%>jXJ|YU0GB`l&Q$* z>?xW6`p6L_>U#as%u+>!i1X8gT!@&hu+7$;#&lI~5^fkYxbI^k%E`hRIwvE}^b)Du zoCTtkMC2@?45lne!-F$+k%u#8nP{G6VxI_y#hhdMAXYK8wH$NQT0~?bLW7GXq0heQ zYv4U&5i8I$Tml#2+brti)Ow2G!HEU`bsT?W^07=9oO3G=`$an5H8jF|hTrTG%*yQtj7Iz}f>aeUUwUXj= z>?}xOurfW11S=EgjsX&|L|_a@Cev(8b)IAP$;7o0=a?sX*QDjkGh$FW^R&V$Ohl9b ztx8K(t4sjN+=WLVA7gSCObE*?nM{$=+RF8b>nf^*kv^53 z2{w;s4}(&%VU&!tnG(DdcOMaONhv9u#)%xzk{JMhMky#AGt_+si72TIcMoS%VkVVZ z4d9FrPa!S@%5={K)@P@5aUli&?aFJ34iZse5f*0#1reBODhDZXh>%(oL8&RzpOm}k zgT+(&0Wn>yUU-m@CMJyu0V&TSv=lwMOUE3BY*DI6I@m?2lZi-VbmU-WVz}fPT1m8( zWhuoYkA3>#l*q;;Okg9DWDZCq<~A4(cXv$Ep)8V<;SYYQHKRW$h6wCi=OFZ({d(uOTX6Wfdk#k~0~JB^gkGtB4RdGjb}?uqVY|*M7Epv2fCFeR=vQ zzi+o9=FF@jq$;GUq(;TEpGZ{m7a>MJnPj=vV?<@z9CDtmeS$yv+^D_5&ygG<$_7R< zr4pii0~~a7KfK@4$Zhe)QcNf7L_$w(sZ!DENG6vIiPV{d!DClsW0w7BO@IuCyGm5`%L<*Fm2$#}>Cp1_onZZI%8SXQfYauow@;;InMa0%vn3CL0ND37eQgx}Pl4J;6v!bDP%O28Px6LuIsKKkP#uf}}tE@Df&oN=lwBX2B1r7#f@AU%jCqY@Vu zPBy@Zx?>{Qf#%%+6HeB74m~;JIZB44)30PGY8e4c- z`R)wY2^{5-LN8cePGO!?K{it;43bj3C|J%iYbIweM5-F>j7b!%Bay^x#Q`LYrC71T zlYAmwY9YHGeeuu=E6c+(34nkYD6``fOxs>z7o`Q-(I0X#`ia=bTbZOnn3;f%MY} zRR9v503TX-sdXtTp+S%{IY{)h@OLeHSr!c8zGw)`A+bI*PG%Bb678J12w&?l$W|id zBvHMXZspwbymwh#6lnnq1_qI{RW1FV$0J2WsG=(PBpPgA%7388?>2Xja^eY>3$8xf zZ|&_PvE$0iRlx84V;4Vo=tmvI@8ajeX%n1{%W&?#VpzzWf@wqr5TAwWukA}&jVR?5 zj;TUibC5UH>B(%mP{zMzPLeC~B6EB^Kdxk(eC2P;_Woa9ZtowX*4{d^wh{PySCn96sw( zC<%z_)XW~Vpoo!Vs>I7C63_E7+L9LNz###MlEK$-(Mfg~iRH=)k zP)0H(5RA-)gR4^06payMibSj9{{74IFEn4GueCk}&vSfmjsEw~aZ8+|xYjJ@8Z%-* z@&|@TwnABGjdL;jsq`-?Z_40=#Kq6@`X<&59 z5o7K-wLYc7DU%5^-Mx9PYH!lKFlc8UiYLaVbm#MJ{mXAp*R!zrNu0E-7T`G|RxWfH zopqGUNAobp5%jyqS1B@rdiq)$Q_eY=hr3`q|fxdgAm zAj)JX?2d^5vU1|$rAX=W>1S~Ultq;(UMdMFb>7HbXDum01-TOu;qyK%K{LsNP;xEG z@<~8DJx5A`79x3Ag2%|?uuNKcsLhOWq>!)}FcTTf!7*kpG6AME78O>ghEWI!MRLaH zoSKwSl5C`;xrvx^5E;@qh?qbh6?*3SqxV9`OOtDBBcE^M_wh!;Y^haEmHd?SYuSeV zm`QUCcF1Jwg(u4HQ4S6e35hYQfRdO{Gk#xh!D}5#PhYQbKi-G`INu*@ZJ>pydeZcn zM1`_x^$$f+0@w=|W@7-Jw^)QdIgum01EW~1Z3%T!<7Cc8Kqi44GPdKo=R7~d`$E3t zE@SaALeh3Fg=3+F$UO^ymn?r#Ta<|+X@asS70JapBF#TVa!f-eYY*)*6B(2q2~jH5 zLSBm)~O$`?b_tYMpZeU@J**cQ6+#>h5#QoInQU zr_eS{kJ11m%P{r;I8$5T**Ob}bQX#L4VJUXvB(uBA`GMwQxbKeNtrrVXQr}2?9n^f z%ql}&ispDB?_A!CaKx+nM!M4&B12%zU>b$F2#XexVZ}T%#)#yisS--LV3YnM{lmrL z<#})4<_zZZ(jS_hk&)B+Dy?8yW}eNzkv>Sn9f4;?@z}$^p9-@OrF0*?lg}c&7GC;0 zd}L)=S0Z;m$wy5BKc*iur;3Pzh$%uKh$o1tm|>=$7`rkmVJG^8ZW?K_P{J{jM~KfL zj$D!xn!&_PmrG&}Nsy+l6QyI2MJ-AnR_t&tG#mIqydb|I&YkY1w#ItqO%c_I`OG*h z0Z}0n68RK$vx152*`;*hQl@B6oIFyMEaL?cjv|-+Ifat|B4*}@h&dA}$%l`eQ2WA^nxq+=T!<-1XHpTQ`|RE)l_M`-%5o)Qe7qqU z1W*T`EK`h_>zIR?g*aIyO+pI_hcfq^`7 z13W;(E7e-pIo_BNpd3?@q_T7LNUC3yWz~Xe>5mvQM{*$#;v^1cfSI8Qfe_d)LSm{@ z*>#cx^DO3fdrtA`cZ*2M?ooRUo^7gA!N=R z2#ypoDVvCb?+GVLMp90N6)H(=6)~ZcN)QnSJh;Ojsf!4~2twjfrmRyM>{gRVHHE-M zgoT(>I0~6+g@%jGRFcA0xQd<&g(Eqc(g=!Rj7U-&IXS`fSv!IAP)wsN8YWJ1pE@a( z(kXlz6NJcea0VxYz~qGD_}d0R!Awjb%e1_8iL6Pg%p%MgF^9X*3N8pEg!?EgR;$=D zaB~MrRa?}G$pm?fz9xvlDwGIeYb&%0m!m%_vZOkLg9K<*89>-BLE? zrRR556KP^rOC_(Iqi0A)(NY*b92qK_q+{mWJkozB{wiW@N+se#yYcgJW=G3)UALXv zJ`RsFO~^|9Trn~eNSQ%G(|pP-OpRrne9S6O`TE=!yBzQHIMF8nRY0o0X0lc-8Y)h3 z4RbFsn<_I0BD`l3YbGa%f(}vD`UI{=+=?i11|h|=Y#}e%8%bsRZSKeEW5P=_ZJPrp zTnGD1iSUf>UDdaxVcot@9(`I55i7a|E#48izecNEM<4>v4#3ZxEk*Ckj1RS)rHpeU zT53(HKBfZGVA% z6p(HnJyt@gwUlSKGV(Bq>$*&0ncx&I)k;B>>=cL9mr}I!Pp?Y`Ih)9(&9~_N0U;E% zYRyV%EM~G^NB^t(2e`RgP|MQ0-Dpx;U8oS_Jl}FosvDOltb@kn$rRI1O>Jz#T$ZMv zkrV(-N$7+~oX6!F)f&h$_(W1T>SSH~znlJp=-;0kFrVT3A55s@6K$GwV6UD zNh9`iuMQ$gq~{UT4?cZ)aE^opFH|o=OG;A`BXJpL%uZn}>{$S9RyN+KFL}(wv8`O0 z2Pug>TfX1fE^3)d!bZ6y$>;^^hY$Brr9AuPTi`h#`?!yT4pC(-M~_P@m-ZY{Zg;d2 zsl-)dk&sVP8)BsPv{mXto@0oX%QH(m=YHicUF%6E@P*4-E>wKftcNCoHIRn`o>j_) zwYJ2-OpoaYWI_naQ>IMy3@-J$un|5UKOQ{nTJrtanv!fIDnW{9Rl~HgKG2UmT<6L5 zy~<3I!23)OSt4d>)s~f=Vuu)w1s9@~r^^v#Npjl5c3!S!=^~SBtpV;Iw|sxBsrju+ z!ssj`L{t+@%%l%VWjFfNEF`g}WC$@`ryr3IrmQ}P$I#|#ya*Rdu#s7-W6ntC)Ye*_ zn+{9D2`ce(X6N~nb9MIzzl|%SO!x^a?z+&S42I|X;06q_Lesr zJCRS$NmjNMrHUEcCz3f_nS|9~^F*Lfg%65T)r~|EMWI||u8d?HjMKu(+^$dUkuhT+ z_nG^gF~vgFYGlS3d-g}TGg+yvn9@fYv8AK@8I)V8H8rb0c-+MMCA zMJh|O--zAM0Z~&?l?bPKERYw;Tl#c3M6{YM#u`8d&^CSBCHQRd?dunQa36jigUQIau&t}??S$+G9vO!DA<`?qDZEvGMS16BqtG>uz(P(9Hb-MyhDi> zVpy29jr9aO0>q&bOdYXLS;Ug`F}*>aK@0LRaZuZ&s0c9&sebxrOThfCh)k|dAQ5S; z_$V{>Kh^r+R|(rLJ;!L&(UP5#&qdQmQ_(?>iqlx#n15OA<4*`gxKCB;-E zm7Jw>4DO_2Ix@+!XqYKi=nk5hks_>((nWdZ3>FlDsLx3rMWO=fH?nL=prEr}y$=Pu~`Wm$sN~Q|>d7RD5EcgtQwm8WfcV>rpN08p|3gX; zf9-Xd^}F$-^tyhSaWTn4@o70D!e>MqV@X$H7TPj5?JeA_9saAVcQtJGBd2GKa)0nM+7@u@sPnGtJbbPZ3lia-JbY zvq@3b5}`BAk`0ZAss}Pif+ff@att`T%}B{8YSDx)weqD^8^7KcC82QKlh}#f9hkvs zTCEgH$(eJ6u^J=@oS8s^n8gVr37G>>5@BS5IZ2W~mEWpX>LiE=aTivTMznbp-Ae35b#_<`pad(E9 zRV@;MoEYKDx@N-9DW2MjAD1|@(rxEuElNB{x z97$BRBsu2oN}CWU>2%6wUKT;))Hw@fHd$i!oZO1KVn#2?barG;aw#xl6g{eLweYRl zSw*g;Y&|35=Htg@Ze}T-N_0(*Oqr?4JeH&%R#ojeV*``bGs*4g1)%PJoSnsDu?d=$ z{$5{Z&VcV@QY14Kkb)o&rA981;L>&R6cH+lL0(ihR!Mu~7VL!iO7c))6>8u`l$caV zn|>|g#~A%2bxz5E_-(T;7E-umfP)r<`4owlsN=~6EUYpsjwLmOmA8M6f64fl3x5eELs?v-U~*?)zPrOMU)2b*uQu>^e7!oKYEH%}(L9OeP{^5mm8@oM(1W z=Xwd6fD|es7N2rEZ)oOQ z@gkEzVBx~12YN>O5*Fw(l#*Kg~cscc8pdy;#W95x2c_-_C5bX`~argJA2 zqdJ1f|Jk;G%%~p9$wgG?BAz^D0XCsJU1Q7%&Y~TqbE=9ftU{Jh{iM!x(ugo7OX%pC zIfGeBq9Hz^v(D2w670e1BG)FP`|Nu)uEJ_8#%z4K{^M}W@wV1h zQ}Rxp%3fPvYMluP%EYQubV>%g2jcA9PnpL=2McRjOzF;`&g>$|rIJ*VEQHEyX>aGz z$0(&}?>UBLs+L`z4)1$}a#l7iikbIZ5i~yS7fwJxP@9%Bo|ZQe8Q8k61A3$zi|FO* z=~O<}jqS@8-%2boyN(~K6UkOqHe|XAo0ZuIQ&l#i%2DAAFLTndLvbrgR}x|+=ujR- z@q8`R5W~+Nv&&kf78QWF%s0xdI-(y$kF5ZSd<09A5b~Nl$soek(asRd5+0Z$lXFN? zF(%ePkDQtKZwd<*Au%@8IWx>z2sx2yWFp$>#?%y(@=$DxMQA;Ixu5fSYqc0tFf&q=ZDDahnMe{$#0d&_ zmq-ftD3C!}%|v7-3yTxML6k8@YEFfaR;m`Ws(;VGsOqb^0%E#;@sWe zTU=_YUoJv-(Bav|huKa8rQeRc8b1g#GDW&kfp!oTL^y!$B=oDQTn8!}S z3zJ!;JaeWfaTV5*;FypM(Xtc|WP%`|YFRHt<4?zk(^^GP{Vu9R1*d$gtP)VCX-Yul9=RBCLB3VRg9>?IczV)Q#9+4ADW{n* zDk#~6RZR6k%f*9o_RWAQkBrXm)n9ev89b*sI3tu`#8ryKr%#!|K{<&d8EjX7crIQV zE}GheW{I10hMABvh(Y*UKRYv>10urg;clQJ3)#9)M)rZ}TFJ`NHqA0RQOLY>1{>u< zVKh=$s)D8QjZmCYq;iskYKpN2B~<1r5h3K30&y(DvQg8N2u$*+8N@V+31yB!5lvLd z!(B*=mT`6gQe;3=nAD2U$dIKZPhg6B4OG%p-U%~^l6j^ggd90AHB$z$5KIhOiAB<6 zFf)sXB^Ws=f(T3m4q^+VIW&nfFexXAnUGHOM#h-}a9vF=iOF&dXHyk15emxW>Fg{* zK0Y781cN!5BGD09T4ACL^2wP}SWJzrs8XwQOsOn0g@`h}XI%_P;tW1BLBdUixb!($ zxmb0I%!J37GayQ(IIAbv!q!=k%1QpEEf2rV7^RhgdHQWF*T^(wkMN0Lc%fE_AVky= zLy3wE{ha-oQElPNOY6&Ux-qz@aNW_8^}_i=JaeYghldwEiw+a#M=?qR8F6wD4pY}< zJ@%8c{~CRV{ ztJZXD70Cc*?`D%_WH7m_P9cEBF}+<`3zrsgfOl<@)FPXdvl`_L_Vkowcrwpf`t*G= zKwE+6m|bud_~`dhYfCUEs-?^xF%q>stAv)uaYujjKKtOnxY^$q{$=HrMXIcUCZ{R= zi7!hd#`}j3tl-+JtG#)ANdq0=HkY2|iQ*OXubSd}iWqa#QgkiTA7`GKxr`A3mByS& znY>bYE$vS#zi;KqkHS{A-?$!UbtSodqDFZ4uhiWFmU@9sM8mx8ODO8@#!-Xfxx3`Wu=g*ojVeM=Yg~ z7EY;oky>U>ch9%8n3djwww@NHa@`2ivG2!O!P~MOQ2~;P5)m1sQfgt<9Y62bsSk;2 zv>?|(C)x3scM_>ut8lVEaz=On#KFQoJQ78Do_%yLtt50cM3SYz5C5=5P`EL)WL zc>G}810lJQuPbhd%5&x9W1cyu`@wz$?N;kjUt_?>fz-w@`M58u^ec%?z5!jNE><*V z88A*xCKB#bJ(W#cxfd;M5xbm_$wpsZvDNqU$o;;Es)z(pl8M69jpY5{7&0dV%19C= zl0=QYVY*1MT8kMGil|7n*JFGDk6MrLJqA>NiW8T|+i)XkQ)p_2ILRVpJ{AGBCa5xt zk*W6`<;?!j+#?=DKrLD-+hh*go{z#G9`Nz1R)tMtln}_qq#o1z1j@FQpghiT`H69q zG{so0YGouPRl~nbvTze0T#sDWvXnJ1WBrE*-gchz#j{T0>0Z>^Q~yJtvtGO{>j~l@ zt~#EoJm#1gMQX8PrbLnMvf;|n4?uSWe4El$AtFTyJxUWH5J?3s#B-SCFW(sRGHeUQW?F^k;;@z z(^CVBXsHbIY{~CJEM8j{6;c{$XV?3~ugXC)699|Cg{YC_DTNb6L_z5u6u~1XNR(Cl z)AS=iPG}hxI>m@G6APf?YLz!~osZvXDd!>IWKk1W<#{oJ!Pa-C^RAn|6 z$1+ipGC7S+p;WAhJa~Hch|?&m){tZ*k%?6dg3p|u1ZcukOX<2ZGZpow7~qp6OHZv= z>$Gqxb24W_oG9(6c*@bpg(D3_5+OY~l75h803;`~R#M^Q*duFJ4PzwoKAgIU6fru^ z$%SMoT9yp-BlB>k%%kQCIRkgfYw8K^iA&5Or3fK>GD4IoBgSAYQjM2_9DEXHfC2XMA!9|89JJ~Q?5tSr|_0z(%a;W)ikzE22thL&OL(O3kG<%jJG$lqGz9xywKC{4E zLh{CX#@J#q5it$M$Y6kjNt9UySqX(uGyQKWbZ$xmkt9$K7)x7;TcwNOhV#e9&1k!y zsmz5*Lg9p?OM%WFvPcM$D3z%Lk?{~FW3wRy3SpEb8gQI&tj)Lxa?%+{%33E%W~$Y? zl&tKMe=~qhPSJ=1KoT;9Yf-EJ&6)f$$+DV@F<_)%NP+Y!l912(O^~FfXE@D8idc2! z;Dfv)-6`*9Y=x?V$XM)4q9*Q|vpWyD7KYW<2(N((H1CEC<4f`Ln)~PQWE`&2doUXdE?J zC55Mh38#K5EC}KG4jM(X3K8h&y4FMzF^g$3QKV2Vy*S62r!T6;UZNynoFld%{u}@r zj2s{;t?X~V*FD=*l3LY@mXXCVst7Ci^PCq+LgZ(mYR(Zf2l1@Mn6)~@A^1Teww7b0 zXI8B<5)ss{`?cptQ)Mj2D!j19IogHisLB~o$&k!SxiF3g(uF`G!8(~82D6I?hgiA6 zH0PC>rM`)e^bJ9d6opC=Wfmb81(6lcHOD}w6h?(K89gCcGx;9d5tz%JN|(z1?>e)R zYn~VhsbitRyeaj}2~(mZ$Z(QFgbE`KT?u2-IBhyF;umXSNi%$>JmH<5-*v3pA%Wdmm|B8S_%Gsk&jFb8A!tk-=P9YER8cj#L4G zUFd*=)R!tSkXXo-7n33J+^1Q;ZQ1E)RNL}G^XZ~E;|R?A^jVr1R}3oC4Z#r7I( zjkc!u>p~ywduL`T7I5z4OWyD9+%m-`r8AO1tVK-sZXFVaCRuaw}bbPQ3SNLa1y7gMO%&AjpkW! zIPKIXDVL@#UP@5Tp;~OIp+eMnxnu^~ncWYEk1j?@Kb*VUHjYg)7irDFeWZF*ojLCx zyl3xtv20Txk*DW*Do?>iSV&S-AbIw4o(^w#B4^`~mB#olrl zO+TO~3T?;rzS#P}DK*TP+nn=#9#S&N?n5-UWLx4`b@Z0L^J|b$GNa5Cpo&&8zU<-< ztp$kb1BJLQ(5vwO@4AZU&m}bT--3>+D~td2asJ4EmfW5U9p3X!s`txt>ao*d|a6QOJeb7Rkm1dn)uH&G091oeTaqx7~*4Xq5<}{?tXfbCA6z?3fJmK+H z`hCS!`AW9H5XE|V)a2ENsvhJgx~4R*!H2s7Y}%Bn_X+Ary<{bJVrFgui)`>@pU0(P zTSgpxMsY`E9^syQe2+(Qy}&jFMjnn`E$U-RIvtW@jCc&cE>hOZ@=gcnSzF;UM!qLq zTU}*7O4rVFE(&VsJtLqx3-no$K^RJ9M5=*G_&8aJXr!gT`8bo^v^Mr&f@o1v>^#ZyA|w+Drpz&pb692H6>h~;wL8ZkO;KxO z2(dy7DSG-$1W_d=9YNi7iTWb4_M9>AZb90J>YT_>0cFO>?&t+klqD`eBh^!*H;6dY2sCe?&Cn`icuXAzgGb3{k$KM90c4`fit=2%vsI%?FH89*oX1Jd`!N&aIy*lGjdE;(WQ0-v__G^ka zRoJgrSvt{SV^lRw!SsNeDp-Y^a3dnZU`)#Xv3*qy^Fv2(!8wT7O1V@Jjy1%Yhw7s8 z639SeLQG3DTa1|E3{c^0WFMde7g1K3l#@A2r46cjo%KbT8h+*3tG>D{di+rCwSb|X z{7Li(T9q2-$_P%Fa`-)cXrabM!vYqyjMB1bux3(Rw*r>#jgmk-X-aV|jTW#u#fi>Z zs3nUe%+EA41G&3+uNBGypoe!2u8pvmW}CIoGh^87gQlxz0gDnugDZHjdE;Dy{4886 zNd`sFFqHYk{Gm3%KY5-^e>5UueEL(FNsEPo8c1}YrWuMA2snu6XZm+$l~8qX!iHyX z)^YMM;t!H!roA+rm_h4D1K3Y>QZAIub&V&mt|$WKm8K7$KRGO@tDCc$y?r70DpXnVe!q zJr?Fx>q&@nCW^GWu50FpfQVJKf)zr_kqqIE7%_SgUg}z8l?fd=<#%0IYnOe@k!eL{ z@7~Ya{(gVbdCo5fGwHlu%2r;E$44n*$(p7?Kv>MmSa`hMKc@^VpPT*ysmV4oe7NOD zb@JmE()8uw>#UEG!~jtO97IB&2Lh(Z(#i{y(B89m&*|GF%fhxL`}aq2K%d+5lea64 zf76+kM03pPbA@Z!Oa2`fhfZh^MG8+Ro>Ha>55Z87MDd|KWhv1pzu!sRY$~5ZB%qRm z;#l}60gNE&&gp_77>FgA#7J!*z|3N1LO!=a9gca553!mxcf+0NDb2VR4UJ9!GKIAi z^EGns;dzeEzA)Cxh2Y@32@&{{v4<#(MN)_!#=fvz$jeM+T!fzv`PYqDl7cfOvjm%G zFuLNxPR^eBH!!p^fT+&-*>_M$(o6}-jF@U#OMwv_4hVqEAm_<3-KSKog$pqzMMNBf zm9!NuA2pNW_9yq~4ErZGJF^zdRU zqxw#3ztI?&jZ{1-z`BTNeH;A}YlWFLTFX38#^XZWi;2jQ1wdi|0Du5VL_t)s z3Nr}cd3#t7i4<#T5_3$?IYxQ7n zImX<(`)aie#&4s$`d6;o>Gwfz1#$(qWFpB{Ls-IfX3RwwVcWVr4ZEZ^;yE?u`r?Z@ zjR=@lA)-ilp)<6RQ45+Go9M#rmCFn9UrmGQ;CvLm>FgF|<15-;3Of%klge2*81clb z^__K}(!xe;L}12P;AeY@8S|Vui5W}~(q?*nU!!QIj(Ch1T%DDJ;C?fn6ziNT&CD?; zy?6cRi~jOQ`S)-A`Pu(&FFEkn#+TdEFT^{=X~s~Pl{FVYIn@cpijFyt{q&C$w=g=# zIr#7nEfrkFq_Nu4Oe+7Fw0@zeem|KDT`v@`c}vnh}I2MowpNhlBpvcNfVe_;>tY7q^ARN*4 zr=}lg=^YRlPa_Rk*gEEj!F*lH#;hJ4JaVFxW{ec3pm4@ego*3%r3}T4Y^^O8@v-OB zR+cPtbPpFR)l53(`Oq`Bi53l$?mm<3SIgYQ4G=urn@qX90r+m8P8uPJz+@sjBe4*N;`&t`% z`D_h%c1n7Adg}M@KF%?^l&1K6Ss*g%qP_S1bm7GrT68hX*w6iAiC9Z1tq$Ngx=(E7 zf_BL+lnb|((u0n{Vr3y>=P_v<$_`PK5kupo3qd7)`46TB*?X_`eW|O$&vn0t9pT%)gOy6Q&=%kXQRRm4^|$ym8j&P~xsy=p zjj5;taZo0O6Du*TAbj@ks0hJQZKG;J-@vT+yyG!VfC}(z*CE6;{gX4CR9wkH%x8pg zZCre;b=s0Wr04H0yG>r%h%P2uQ3DstDEq56rPjdkoaRT>DJ`BEp}FdD1+BdMmlyx2 z<2cCfTr!+Tq*r*Kv5{RherxE`x*&rpVoraY6<%~Br6ww^5w%!KM9J5THvmLvowaHS zeO3>%ztp@NS$-V^Yi|cx<<=fEv%a>rk-Sx`Y0ag$+gN{?7PXuj5miwbEdw=Au}1IMs$>_`E9%T>9*1Cw zj>mdvlcu%A5`aVvhv+(x022k_vlqycqzJi+h}t;OVz0 zAphF+-}UT%e`}n*H_J*QY2>wLyDsi4d&B?@g8a?4p)Au-zS-ODx}HY#?~8xs+zGTvl54yhP<#G4=!?)K?YxOm^qFqT? zqJ*SG8P0e}oOyVj(M3qY#_xx%CqKvWXy@EVn@{@vDZ<8e;`x|Z_xnh{4#sG&xZV%$ zw;WH-f;c%2DPnHJzY*OdTg0=&JRT@-&5tjav5$^xMlb2fnLfJ*UvH%H&i?TtansJE zDhE;cRjCQHj65-G z7HbRIb5PtoFQCiE;IlsZPF;68uk?7X^E&kF_ls+nt?3M(W7OqonQZcO;UCjZ6SRG2 zhWdTC*Gs&<_HpdboIh_rwsO8dNsPLleqBFs%#PmrHp3%jyZnB?{N3CBz3Elnx0kou z^{ufd2Hua4X5=N4G-YerH!!W!=3B~ng}`cQdt5gkgGQfRgA-EG8I6&%?3I`0+KQjR z!$2jiR4p+}wLjfE1wmq6JT56M2E{GnS=-C#Rr%`n7<%n^q9vNtH+p=$H3rkRe24th zZ>*OSzNdM}({5tqwR&qwHX|6l&e zF6+M4jA6HV-sQgZ@hXqS6_nvCkArP(+-_~#o*pqDz9z@2b?-O^-P7Mzym-A9f7eZx z=SRG&`uaXKA9DQh<^0{#@%nAPKK{@b*Y@$9_U)|j%FEM}MXj*Ay)F9aYwsU#6~}uo zSGs20%+hfG^1QF>^=-Giz2VF&?>zcj{vGPv?)TsEcWCo}*zP|!kw<^kw_jPEZZA3h z&gB~QM(3~H?d9M9=uXB<>ga=wTVa-Q+jl z{x2{4IFH|a>X-OuyuEz6ev!xbOZ<48AKT^css8Z({+Hzcjg>k7@#pnlHd+h!8XqaI z*I{2S`+WaM{I!q!w_pDGx99({-|O;jeEGUGd%S(TZ-f7E{yJ`F{%*W}eEVz3kor4* zTv>kdi#qMeuUR=%H9p4iZ)SgyL*@9(b8ML(+H+VU zid%l)9vAy_uX(ZY!e1}@wP=>VU15jBKEB8HulDpmytT`$UvKt*-jDz5ALjoIp?eQg zz=KKbw*5uyW^YaO;rV9o&>w^k+&7*7VgB^r+S{7WbMobf?EBaF>G|%lFFhx9`M=fn z^dO&doBccK-^Jy1r}=b_`E4u6k$+(tZvS$;{GISEsJ}P9k7nc&ZzF!aKM|R<2U^6q zrEJcKt%kh5p#0SLw-JxqGk^Jo`OER+%YOV%S7Vuf{fxr1uM4)#o_+rIxZ)_fFJ0jzEK^I9zU9$*MaBfaKy*^hQ|@u z_ow6V$B#!_(7WS2m6809X~aaqSzUEkBf z^ttcHary5*H0s;HsUJ=C+MkDywnThUy?uSjBbwOiHP<@2j^Az1dC~uV2T; z*Mi@F=vR?H-tK1o`>+2n-(@`g_+?+Gd)O%KT$%E^`kQZWdG3F?hF@mMk?tU+t$V}w z2mPlBnJ}ul@MW(TpZn|MLiAkxbkrI2W81y3Mg7C&_MhMcp{_5Aa*^eO6H2wI~&-M0lXB@q^KR(GX+uM9v=kvILpZD?e zef`(h^<(0n`1&v7i8Sx@EpF7V(e-XmWfyw2^IJfu|CH_JviECS5>rBlybwl`(Btj8 z&Zp(#GE+{f(!2Eg3%<}{mym6doY<}Fq3wfx|8ev?Jy(;we%Q-B`ik(?ICALPg)a?? z)Ud4{yUQjYML|R4`pNJdt?%R7+y3_com;f8U#32(e7WfD47<{=v;W-l?|ym{e*epR zehcQS{nT!*VR5WJ_VfL`nrunq=}OL`jg?D-B&3P99kR!db61uMz90I-@uud_roUr4 z)TSPbb1Qm@Y$J{r`H&e>2~R1)u=ZHuSXwsxhdnEx9`9B()Ro_`nHaB+b<6{ z+jzBWgnxV)dEI~dksA8A4GMlI{iVG((1-rxENS*{PrKOm_j3L}k;U>A?K&|@52ei0 z?dRu5cqI*OjfpceD~ev*{6f<2=62lqJ})%3r+m$~%el4|y96FBrlc=9?`>|>=EnBa z&^Mt$HB9-uCiz<@p)(ttWk#VZaOggt&$FnJjEkRtnCI^UU#NfK_&CMxeI9$g!%llh zo;^MUZR;6y$2fy6D%uzxtNnO#|5o~&YL5Anynm%*6X@;rf0210+M?&9KdsAkUg5j{ z^lyK`IoWDRZ8|%93&I*7P0*wGSg|Zx$mSiZ&$sPst)t&x>D{UfD!#Pdc1qLDXj{we zFb%p?C)Y!7mKn;!Je|D;GHK(lZT*%sOE$WXS+!Us`AXenevJKb{mJRtPVY98GPb6?ItQUVanIz$L`fEUl_4lHu_#HYu_h9& z6RMK(lY0blp$H_G6Lo1?OrBX0tx703vx=&S3x!G~5X4!5s6<41L5rw}2t-^4B0y3A zuAm4^BU&km64oNJ&*rT#jp7VORIVfkQxGLHAW5TGO9%**X_|mLi8q8tAhX;uMW}Z{ zajr!IP(~Qok}7LOG6f1PR>DDE=F5`^3^Uk?EY7PDK? zsHls!Mygf5!eHQ)T+HB>B^=76Ne!wXDHMtXoQ0YdDzkbpvu0@^XBJThmn)D2_fYmm z69lRuoOLRHq|TGh5H!3{a@c)slSVhsH+wiIT{eW9AmmfIn95pFW^oir>y>LIi#FND z^(IEB^JuvR6ttlVB~_I$l%r}jAt@?Xd$fW^_K@ZpAuMgEY?6#A?4lGILYl%DqcT>d zBMZ~kk0T36;m}snDUi;~>#lw+S+Ol*9_xiZx^Mv>!mScTaQBQ%rO=3oO{;Gb6BR4U zsloXp(mq3npkjcTg&-ZHtN*ahLa4H&V$~tw$SmJ0dzHXG;~?Z`DV`#fstE~k0})rJ zfbbZ48eoQpP<+{kV$_!DEyx z=C{5tf(mYHJ;^S_O;K~sO?M1lDY*J1%g)X<=x>a6O)sVvTg*PXjB!Ie)Tbhg0)(Q2 zYu}VuBHS#A+qF19@`sL2`BwbOd`Pv35t-aSdZoFqX(vs}L8+Qth&U$i?)hevJnj|W z>~Rvk3;ojQ=|VjcLL{!R#x>^gUqMx*grEv9N0uZ>rbcVAjZmOAIa&U<4}ZPnv0Af2 zR-r(i68WP2X`LtrarE632`m0k^mQhEdcGKjL|9_$V}E?ml2iL{B$m#fdCjW#A8QV` zJ!5Juo+oC}ls5PI`WVIVpYMUS9z!2r#(LZ_^QnCuPnRHAxmSuvhyJM5Dv*R!F0Cpj z4>7HK%2AjPKUb{crc6ky%xi7TZC2DuEhX+hmS-7var!JggBy#mXCks~TOp3QvT|!J zR97UAr_vV1l>(~d=HMB1M+(yrT4+mzm`sF)xC^q%ib;nI5dkj_$1E0+-iWopi#fT1 zAe$Q>uCqo4ib)F`Qp?%tN3Xw;=<^l#eqz7hRE35-7A~+%&ZEJQ^Mr)=m>A(9l@pwbrcB9sUrJ`KOxi=nHR3sN{+k&zThBo!w~GI14Pw z0~Aaiw9YsWcWT{Ls__CMi-<^NJJ;aGnIniSQ7qMbSx^XX0CAREB9ek@0m^2XSj7Us zKrGsH`?}`UYIm5(A}&r=XJsm=DvwdBp($e%_D~2BIXDo(7FmD0D5a$@HxvXJ#nn7L}HJR3#7~Puh~wxl4_p;!>uT48=;~ zNWde7kcr9}6#%>QI`d42`-ad;H*M>pNTQYWQTQy~HpuhvN>sTaf^%patV~HPR+%Xa zEXBkUg0sVOIdK$q2UQkj3}BR1dL`B882ky=k@U|uAP^Dh2@6$F5fO8pTvDGna-pE~ zGKbH#7eTRUQKUISM~SfB4=QAwMW0-54rnD|JXhn&Dj2Vau&WKJzO=Fk$SSVn5-CyO zZ$&;SPL!9aP~|LO+qRRD2rXs8a&W=DBORuPc`xs0%=P%Vmz5iL~+$>frWMUa%9r3>9W(w`7ZTR9oTLO-*@!xoC! zDZNVIAnHO*D58piRuFv7@==^{{?r)~DbNVS%u0liTm>ow(WfFisEU(YZg65MmewjsA4oOVOKu0bzdx_NTQOMESE(jJ31vrVJTIS+nmAGsaYG4M(E^DH5zSX zVl&%Q4{8V@A#J3>Rs1=%j>!b2s%{Xp3P|PP&iT1SNz$xzf@euPvVlZ2sGSrBfCa7N zD&q`#1d+y7RxB<0LjBDjg>S*UbQWD2ev)!jb6wkLK5^FK(fc;w3iXE{MAktHiKx>O ztYhEGUr$g;(Nn*?^z;6~rw{apt9eJ1q!JbQ6TBu%(U~+(tW!L<%8`_dPQFT^qof|O z?n+ggdN3mk%=>Ou3umzr&$<5eh|scL1@`P&mCk2^+H5AXwvyb&`NFg3_=xdiu21M- zK?qfe003c$KsvJrEvgiR)XePjXig7ltVGC4KC(OzsA^TdY#xsuMA|AKR1Gh|BIEk- zg$&G?@7`}$r7lqk`Ww&DnUl75@%Bbp_2I7S>?C;&{~G?@#zhMV%ZK|}W263D_H>#5 z9x>YWYxX*hZ$WPl-%)r^R^3j&Ydgj@YBjBmk}^!N_4WjC8#f;H@i-@A;pO6wr`TC` z85h_^`~F1x4?MH9s%W|3zRn!mO~-RPKMWJ4Sy!qKzoHIlbMW4SV8o;%08L;jSLP8= z#>$$a+1e2P#p`x2Z0!=XAyouj4Kfx#uJS@=ZXadK>Viq7dX~Mtt@jc4_T{VWy`s`)o>Nc%dK>-x)pK*S+P2hMo`s{=n|qf` z4DK>|#-f~a){%rQJDu&{fhu}Z*}7homTecm)7`LmdS_@R&8F|$`TnD^FkkLQA8Y-c zo-Y>@Z})RiL}fO3+OmUIGLdy<5NAsxn1*D^#LYDiZ8O{*ZlV~M11)6r)aO)1|Hf-& zzR0HIXK=D;Gb=jHZeYUWdTlplvu_ocK?rIwhea(^Q~sWyTanMoB>B}J%K z6G-9ooPeQPS^8X6lqhU>tBG`Hg>KxG_@<<_EG3HxMG;7#h!!wTgQ7%<%2NQsXSdO+ zu?V3jHBYf(DpZ~dt3oBKpX0MgPa$)KbQFWw0Jm-dU$;M}ey&rqZPB+_5>!<8g zcQ94sMdgjXu?Kw3@E+-4N);%_8QoYx%EO!=6eUBuDjabnKLTHs3FL%gTC4`~Rp#U* zoPEoFu}s5aW>xL?w@bfpkVKUyFpy-PB&6V08URs1uD?;AItr!Yz+`t>sg4emSZDH~ za=o0#I7^MHXe%mWQqi95sZF@G1cF8OQS8YfPMOZm92yDoB7&T`XwEbNK@^QbYhq1I zm%|aVLJ)mUXMnXre4)^X#;9O-7(O>o22I}jO_@AS9k4VnFA`QkHO~s7*0@Ns zh}|gP#Sdl!9Z|mn50+6ZOv$x+%u1`#Gcy@PRe`jOFv?kQ3$F?Ugqel1G*Z(}jq22k z!%D3RTB4k-;3AgSXbEybG_BF8l0N@SG8j}OP>K>y4gw`8i%_D)8xeHYC=}4MB%+Fy zs})gC0yqlrq#`CJl?W@M=8Kn>hm9ZwK;)_2uA)cs5_%+oixLeys7}pHfRId3p<*uO zj57*el-yX56{v|YDbDnQfEpJOQp;%FKTn>Nl~G_yNtyuE0LliW}=GBazj-leNOGgl%I#a(gFiX zB{$i;T*_FSI4Z2LsCeXAs{&4}*)lb=NtKqnHg#m8ggMg!-Wp3Aa7&*mMX@~G919sc zlqG{R(FvX9a|z46h4ze|nFwptSkQK%L#~U9ftk&`3a~;^lSV+M1F6apL6x6NZ4^_3 zC<}9O3)P4~JNpC|C#i4S3bfM|h1lHQPfk;k_N>)77CK8+=Sr&6P7#I!i9wgpBgiR4 z1Ht53)>?mhq95N<>6GG@yXXLl_ZfoxsnUyXi__`IHy0(k{;a3TW+Ij zMw%UmnW1mGKU1l#_e6>|5KW7&XuQ&Y)Y&P6Be;S=Nz}{4i=#><+pcySxoN~fwM5HZ zh+9`>@j?ll0Fw2AJd-C$31!7vQY9I4D)HG`Z`@hJ^HIqbK1kuS%;K;VabnKsy&jK8 zT(<40h6Xew$_vlqdYD&+msKSI@}!bJ^sZnuiT1pNGSbgfdtCVT1>2hLaJoBz+e_gW z&hPU2|63rHnA}cVp6SQ;i*jro81o~aZrrzvr)!+7|Lz%K^LqWFvK4(ea-w2G?Jqda zZV!(`ThjB+s(K!@{r%Qe&LrGD-tCBf`K9$=Z;w|=1AEne34_EJB+&3}*MO=%?SvA}Bl9QXBp z+o|zReCyX%CRRlJEOTyXqa(RhSmcaz<+^{leLd{QX{&^peKrYO z6ox>U2HM8^Kx^qi%&OWzZ^y6g*x+-+51y>8bNdhbZTI{CeY*_oqr7UCKTe%?9ql+j zCbGs?*)J)MA{ZFzt7``b*K?V=k~ zgY|kNH_4u~9kLo{H zij>Tzql-}ILLjLKMU_!-l9W#EKo%iE$ih6ViY{#&1+Kp(aa-4rms5<-j5EtPAAJK$ z&TvC2$n#u?%+3JGM$z0;OT(wI0P5~xAE<*+&L{GtYC2=qE%>=hZ*AE5@AMg9EO8>p zD3$^pkq@dUQZR@#rK-|hbJN^dNG$nb?4J)z_zNdWgo{AnPNGa4-b)L6tTH;iQ;^M? zs(IpREUTEg$-ax4s5iYn$#^fK@~X^MGy)?ylJ74U*pysk=~NLE#X)Va4@#Lt(#AeE zEsJB?dN>+Ot6Wr}FcpiQ5j^mDIv3(*naQ7#K9+fa2*t#jQj5uGWRpfIkjz9T1WiX% zV#-II*_j$wuL3iToZFG&=}B;+B(7rlJPDCgWpG7$o{PLw>&eqTe~cxq24o=I5n@4M zJ`4;IQI&{t7?3XI%}`NhfpzH_=K}0rB~7t zNC`>?Y!bNf7UHwYvqVce*WT(~a*;ZBDiRY_j2)+WX4t9%Vg_sHW-!WMbDh9Elgp4?o zJweG?3__rof+bU(HpHeRLek{hiskOD2{R{Ed3mOmR7t^;k@5-T76e5E=igG+oZtji zI+d7ll@=2LM)iq@id-6;!7N!ssG>@8Vz|52L>h{jx(KAA4R-^}DAtra^CyOyL?Q>3 zvWhfHDO6T500_vdqM|ZDnk>vzMMNm#Ahs+va6z*!iN2JxGjGDzp6=o7BqFRIEK*>~ zBA_xoJe|W|2u#ey<&mgjR@J?>X`qL%Lt1qv-Vrqe$b-YFN;23fBZ$-?b63b9Cq`%m z6=*FYT3R8X;wY~~2WOEGU*u--Lkd(7b>$5?AS*ICb46(ps*peyWszA!35%y^M7Gbx z5l`7FHO#Yh7m8dYX&K`{WA4f`9FeMM+$>7@N#j!BQ!C130-;%bq}R;C;t;~d%pw)F z&a=u_s;79CLAWZ2S}<5x8dnu4!C6%iDYTWaWmFk55hA_QXp)l{Oc7ybGs6f?wDwYbkb8;G6YQVde%#*%ABvTBOPoV6Afv==B-benk&M8r644I&~=H%My9P>*U1Dh6_uAqkY%m#nk{By>pLlthb;svwvEMQb>S|Z*pu$rTHmgGpFSrM zcWrI#g`CIhPI1yb%cC0Dx};W~anC6YWpE=0lLWa1sxy;c{;+yS-)=@vZy$6{+xhKf z>^INfehZh1lZd!(G{3a-XPW;i?QUyMdMOLPi<{kf^L!-gYnQf@FJmaJMr1ji>Z@aC-@BVzq zj~54vhco2DU6mM(d4DfA)`9rFEu(hVp=H10`sM!p|IO0+<%+V(d*caSLN%z~?swyB zZC8!F_!HyjAE{^)cr^YHniZ6yN{gbrdSw$*5<*hzZIEg~@efq3={HsP$K96oFTdZM%2=I_+Tu z$fMc`d=1+ozty8~LfYbGO1&=|{`RBc8a&lrzu+>YFKa)tKX25Twa2VPaKtX%G%Jc^ zeXiK6s#4rDDOKdG*JFMcdO#I4!qsgxxNh5dn$O^&RdviWO6z*jN-$I8=o_o7wWPR9 zzqN7qV^)DASS+>B!QCHk5K#hA3Ka2xXR%a)3i>IN<;nnAw#p;_)}<;7f1F7iQ4r$W z6MShUkae746fc=gz=x5rU61uRDTFrB22`EP z_@h7X3d9-1smLoeY@B8jr|6m8e* z^_;7OwV`vcRP;?+C5xio6*7c*<7IIibj;5qIH(Efnt0sb{c$uB9aq_8&LzRIV9Y_x zE4r|NSCD+tP>VsIS#d{t8H)&%4AW4?$--TGtmT$OU51KOmPL3b-sfN6;dh}ncFo%m zY6PKKN+ZO|0*an2R6#lI!Ufgw9)$X#;)^G z5ik*RCQ1-KZ4?6ST#b&)_y}7pTGFL z^Dagt+?a_jg9QSw$z`^zoT!0^aFvBqR*^PIRjR0}g-jZnJ5v_DXFPHdV=!?mswe@8 zfT%{@RT6Y7v)L>1so5~!Z^$j?p- zE20okVzZA3i6|}6VpI}~Gmw$-X-5(ZuObnNl1y7`DYbAEK{>)t!l2AT5LIP;HjjY- z8Hpq`h*MV;IIa?^zRr1wlk5mgGjg5%Tr1sFg{THH<2a%Yh%9kb3z3pQ zrCS6MWvNWz>RtPgHCtw@h&jz>gnx8ut*K~4nisNAt+mmlof#mZB-E^G8RU7gj8&1- z*|V)=G-i<~F7I5zl^$kPk`RD!my@gbGZdVO1S`3PE|SK~Bn3%`G?qp|WkhMI8e0`r zo1`g5U3|7rM{-OLKoXFGb>H3IJ128Q1v0|CM2dr$K}8@cAcQI_3ak!VRpATE1w%)Z zZIhW)Syf0%FGLW)M8f#=lLIWQ^tl}inf{jqWx!IPt%#B;!cq~C#2_H;EQ!`fgEB(W z1et|TA)!*IQWs4ES80@pbR8yItv7LjzzJ39cG8^~3v(V%dUfuUPCN~TstlRL%oDz= zVX+(CHWgCNoJc}d3A6SV!4b*4d4uQ4s8+@4gy7;R*J+vJeS}DPH4@4?{A{-?k#aH7 zl?eX$bJ!!d?Tha)Vxl3;oTo3*E>%x@>6{Ehfw&-*<3sMGtNAE zrPwSx>7vq$O9m_am_L1F1zl$d5t!gB?W1CAu9A(ov8vwD z!dp6^DVp4ggVR<+RMvu#QJblAp+{Xw%EQW5RjjfSMH{RV+OroC8G^7XSRkBZP!&B8 z3-!eO$JYJ2{zA z$)L+W-EZnIdivu~dw!Vi&G+qLA2>d2CAtfgLvUc6T-vptvy7@bUu9gAe$XW^Tc19- z?<$l$OSk2(o!-q~3S|D#v@1DPDGSLs&sW7;j_^=>`(FF*?Pjf5?{nQ(Er~<#rjH-}m!Dy#Ll(le~g1tBga`v22AsbaRqI z)Ae!0ble86FMbw3l(J4<)yYVfKoX)%_P_}PcPAbsZ#8sn^Ml0 z3m301)^wk4_qU~`B2C5y%xR~7`P$A#(tD!Z$(+pDB95ut`{hQS^YJa~k*X}INTFYn z7Wm4VQQsf)DOa>HFXLrMRML9rfRZnseOJod6p@nh;E6uEp|UcOS(*Vk|P zaqNnweGy}xM8RC#2#q{Y9>r|U($7sp=+g6AsTu33k(RFJkD6&liT8PMwo7Z13(Kk~ z0zTJTt0akN7b?|ae_xNYPLdauDxWdW8l!1L6Jd6W(~f&!=$7z}I}-_kk|HCVdJ=<* zDl5c4*XmqNOi4%^(1^*Ar~oaGU7o6fQo^DFN-D%a*<+<@8_WR3Y`R?VpqOq>IqiX% z+y1iYZhn7#{Z00NkYa{@x)E7>j7uA;@!)w-h%{#5;wqS?T`#mqZEhYl`nYXPow(vq znvp2S%qVP^+ctJiLN(7dAFsYbScoay!w%V0h;>7+eTX?E@*qGuCL_H{w;bN_v9@Gb;--ildZh$o2XM&SvXDNy?jy(dB{! zd7rRsN$@yRyeRl|zz*rD$q3K&C_Ji4+tv1}e28Zk9_ZCX8hM^I8wjOxR-Wb1;FcL@ z$qR97vY~2t%V1c*3{EV<;LJohv5Tf;@wStrm4SJBFgDg80avj?RQ+I8 zhz3z1>oYQH5%ago4jRnbn3RdY?1d({wx}S2J1i+HzC?&+ovT(=g@7naq8i~GdQs^> zbB`f%-E4cBa-koPgyiBxM!8pbK}K&};7XAK`&oWuz-4#eDub=a9!&|Od2e^iOWP7r zRU|-GFbG7VOq6CQD=H(6a7)OlzJrU*5l-Obp2`z~yxgL}8YHU15t$Jvfz+csi?+F_ z)Mb!BgItVCkX|~_wSsC{rvN$?h0|xkzzZO#_EO>$v&k&BwQS8jqy+X}3XRc9mLifm zfdp+~sWjQT-w-_ca;$Si>jWWgLX5CnfEQB|XM?-Bdmr4dJ4&l)p5C9ghOLo&9It2H zNdzg9E%PDC1PK>sWOfZJFB+5lQANB78e1ks3d)ylef6SNRQttc-Cpj1Pvp+?cN#G)w5lIp!NOE6VYF^3ez^kgY6 zXcaGaTG>S-1DdF;qDnz2F=Z~6{ZkN?Y?LMRq-av-<9yp%D=w=j7xye@B)H$Hrb-4& zLY!MM8T$uQ4kb0_sf)EbhvF^S*^_qrx=|B z?}v=hv~_V0V@7W^+KIaO!A?Q!YOJ%FbriIvYqdsd3B(E)({6>wHEPzmGY2XP=~*>N z3haf7kcgmSVWCorI#;&dLIh~EijqLRWFVv}vx*CwG$Q)!EfgI{RDsZe0;-|_jhe&~ zv{?+oXkChz=Y1+Cn#j&o<|m&Yt(>U?UJ*(RmWs;a^a{^oOGzFOq*rE{pX^^p?7zRNO1sqk1*G(NOhNX&HyQx5za#Hl09*{bzhmGLfHuF z9g@^9n^<~n6@PJRw5D{m!)W`ip`&RpNY`fGu?)R*}^7TjcOC>u7+STZaQ1aPw z>eJsv8UbVpLj_yVoa<5l*5m6=)i)vR!=#?+(f>;GZWFS2@0U)RJw++a6~nS<7RN-c z0r0pabJ#iBMXtZ(tU+$^W5vpP)T5I|=6A*yk=u#~79zhF*Y$G!RDho6LAH5i_}%F8 zn0d8$UViTM`c<{Jc#HG?QT>ak4riQMe4?w2t*?*X*c3v@G0`qL(#~?raa-XMWd0h70Pn?gXpkxpsa3mY=C6s9aqt>X=9(qkugOG~0 z0d4ka%MqWxP)_(PSqV!)h;5an+X*ibf~YI372fWZu{YM<8H_QawQ3>th;lzpHyg|< z6cOiPJs*jxOD~)&KYC;8*N-#yCd8sZSYTx$lYmC~a0(zKn2x4&lgHE3`_umPr+-U- z9J#e|v!NIz?#RXMuIRzLxihos;yiI$>>3mipKd#GcbjWSv)*vpJU?tz7iAd{0jjGZ z9+q)_ibh83OueMze$+xEdfvG!b(=GraOW%3H_E0%O24_kvt7(Pd61Elr35L7G;((1 zj_l0K5mEG69gIh;Bjla=3)O~#SFi-Bh_LKi1DYh0ma#2HAUR{#pNQFU&yxrr7<#+r7{$cKk0 zkJVW-71oMsS!U5Du}A&oN9w93i|9o5w$)x?M{%=s2}Wt>LEOrxre`)~R^lK_B*BVK zRF1PYrV=e`$d#Fmx%bXyMq!mrh7O8aF)D`Yoj^#CWz2F)5|$*k?W7Rp29~lEr+sev zko#rEl`U9K7wNX`T*7NnEcI%t=vt!5GR^Pj(SF>w({|6KKocHKh->B}uSN-8fP3Co z=BW|eXfcB{(+5h!eR+lO7$5Cx&$-oEaSw!CpVrntShj~VQ{-~@j8ZohB`?!i2;yWx zaxU;F-dH47oSI;jk%^4M_|8;q{!WSnj0#F*R#22~KrDfPyGzWRYqgO(+U!fR;+P5L z>y}cIu`yXncp)L$w%(U><%$3`VwFjhofmJ+jMFK##gAa!J*2j1NkD~r)$MWn7}~kD zbN9;Fmh*W@jxb5UQFKsFX#yt8)J^j=Qc%;+QxvKz!>a*G!pe{;1i_o;rS)jMBlOH% zl_-@=N}~4B#TkuwE#cKlKl`btRicWsSY-4*A~(>s<||t;C>pYXyMs#MnVR9?hQ<|2 z4CHKNac+%!AMHp_q<*&WGI^UYsZ^jN8RKZh(ua6P(q3}lCsPQP-!DX^Rb;n-K`(%;_7`Y zCq*}?6m`a><&~J2K9cQ2fqM-tjHBBb4%5d zk*bhhkdnmbqdX&lRX&g{^Rpd;NFp#%=7q_iSv;dM@t|B>CmEQ6TTp`|LDZ^kbv?n! zQPsdj1gfGeB|svzi3kT%4MZ%;1A;RJeX0p+8 zgo2p?WG2A)L?Wx!>%ElRSA=bQlOee7V3(BzUY-`X^mf^w&YHfg>|Szm^b9cs@j^Jp zf=Z$&g^RRGQ!*+nl2+8BuyRPEQ$tF5c7E*A2aA@ouizL(Gmb-c?plM5**;S+U5=8U zt6D~BQnTWFRivL*QSuBH?g`=)CZ-&oY}>htOsNat$%QO0G?u?*p3MymNfu^hV9n$r zZM$^g)S3ctmQ-eWW_f2GT^SN9)-=?aKotsBS;(r2tj-P0Nb1WrV1s-HoUsH1ZM1Vn z7!Z?I2@+(VFAV`l6$e$qEYE3sftg_y?u%+tcLwFoMsN{S!X0NZQPY8uvf}e|Kz)jS zMA8T?n1^sHL?sD!&vPP8DutN5&dL)ExJe4cS$psNj`Lg1#kFtg;%DsVDq5bqV9=)cQS7wr`lvFrktwWBOc^j8DHd+ZU z?J=4PH%p4FjL2z`VZ}kR%i}T21KNzVptL+}UUNBPWeG-Wdpc3c)-I;PGhqjGM#exL27R|p@Hqu@kET$L!Qi15PF5AF?EkGf0d ze)-Z`%T-(mfezYqqlI&ldB(&=IjcO@v|~npZjH1>WLE3j7wJDo@LI1D^YZjuiDgLH ziY`GH!j*Z0bZVEs>d)ib>+gSiJWacQJmk4(kRNr%m62O>lV#roHlw9XLeecSFSzBv42d%Drs-W#iD(E~E~FXx<3 z0YPc-li@}Hr?WZQo{PAW$|O}-NUEgd=|7jAwiVizami|rWBsfB>32WAZFKpfKfPR@ zBVuN@i&9nI3ujOmwE|loUE7}7%c5}$Gy5_Jgztu(n zC4~-YH+i|kRg@X_C^Khbtd;X&ZQy#rQhGdE8~rj2#rG^`0Nc3wF>6)Zw$757kB{$n zOww(;?6czj@ivk#w{dJ=4K*{ts^g;jjTIsIzGs*;rqQ57Hp<=tTJIl4nZAT_yIi(S?vFViA0me_iZ}Bk{SkbFTn)KzjVU(X zFsp)&|-|m z5=K!8PGVFbmFpAk4XxA+t|bXNG+QHB_&Q`qas^hw&hymXxiTV(7@Q=q%=53f?AGhC zmzMK7k?r*OF2}k3w7+X+pvy%fj`H=~o*qraIT2Y52H-^mby6nn#N_G6beN77vZM~? zARUEX+GM}BTdT!XTb}DYs?yPR`7EcFWex#%!lFoWhG(1}!5`VW*52b2AREbDM(ZRq z*nmK%3V2LvnWObLsie&EGK)}>1_~m7hAcrfkl15MVfba6<4yh)&$|)TyJ>GcE&{Y= zaBIvp#=4B^JymU<@BVT5cI;v5F)4x*D4Cvb{*f27pvFQAWebnV@SX8-I2gr*R8$%m z4DQGF(l9wFj<;1O^LF;}QGENiV{8(6CRJ7SJjlSM6OUWknLn=)FEZEDU-b z*F89o^DXK_8|3lKtW1jJaxUhQmRue)n+)!4Nlm0Db>5}Db%>EytguD{3=)jSYkuZt zW$Swz<5=x6fB2fzshES|%(DqYh*g6dvS?8Bz`fXW=rT^aoILwqD3aufF|8mUd(%OGirCzOW3^N@xt$&iMeIu zeNo-7c~@!_7y3YZoJ>BS^!=9+>jHk){B6VpP^ zdfSj36_%XU5L?V)cj<%f2cM5(JQ~i8_p1ys$I#Z3+u8cMjip%Ba{p=nfs{P!%xIl1 zI@EUk7?;tu@R@No1_6OZ`^nGuK~)ne~eek$3IM2duo%D@IEAdy4EvQ zzbCyC{Zf}7X!rbN$SAWtZ9o1IFK5`Qd1xA=g1YHb=vT*E3_923N_n~7pY(+Ha~*id z_1f0?(|IoiMiLQOZ;J$6-}vA!Ew)a_x8blbKQOHfDGp? zB}DSe?d2nV9@V%%@18>$^5eA=%kAP+*Qysx@oz*w`kZ7QA|k^zr~?zR6x_S0JU{&;sgLPLY3|Riy9I;zmyA|Mc_+H-Sl6ApCYv4CdI@?u z+oqKAzU)0WJg!eE6ZuDfMq@h<1Dl#ua8*V^_oVvnYsc?d==&?=r&%~$<;`YE@8 z{pNkE>ou(6?R=A4;-7Z>(^KhAe`5IozBc|3q^qTMias{SljBmJ=8rrE#7_P&xwp|d zx}NgH*P^UyMP0^V&B!;_AKUGN{N_2%T+UZ~>593?r&x}xT95lGdH$E5f8$**GwzgUou|9kt-ZEWevXS? z_=oYDbLhd6%9B{mFVVMoA!_@jeyZQK_l#cGmx?_CNmrdHS~{Ns=T@6XTzmMMPE2{16eDS%>azY|jww zE{FgS;r*WiH^9vdc4oV$x~eiW!rjeGRYimkxbRv$ff*U8s0s7W{C(Fi?;4ZuxzxWc z@i*OnT+FXrL}0C*+qe7nC&+K|?a$BW^?Tf&-{(ht%K!M=3(ed5FUR$Ax#}-|@c!Ek zcVj%|!u~7P@!+?Pb6YNyasu*vIe)n{`227GyYBD)3;(_B;qk3}t&e`@2>m&E)#vps z{Y0;H{rNlexa0UPbH2(mTUvThT$7S|^o%Em8uKw|;w4RqSUvJ*N`*}mu zuFJ2}t~M^(c=vL|1u~EKcl*^}&TqJ#KYrUE2bEiIJs3m=PPomKJ@t)jZ$FZUnuaUT0~ z=dIKaJ*WTp=Q!SavTmtcw(G}!Q=iNEw4Q&)>zl5^#ggygw=oX*Rryah|8Ho2;PpSb ztekJF-UPhg5hqFsl)~i?TrP+Iz55aT1!udRd$-%F;{rnO<2l}3CBl3J^AmL?om9Hqrj73{z3c$e;Mi}1^gcpQ7KKV^N1yufP7R3931Q=PQ-Ny(adM1R}x zvG7wro+{)VcI$e^Q|H|CHtghV&O<|apQ?}Yhw->Pj=)m?faXhG*t1iPi{4=`*GoO- z#Br<9liT;a{)iQ-Fh72rUoQRflXKh5p5;2}>j$y7lX08(j~4!Q*)B8qw;Of$tti>! z7%F8&*;1}U$}P52o^kKvu(D_zRHu`pMMz| z@9u+I)ym*-cO1q`f3RM%y_~WQC`;7b%Y1+j8~0L+O6AEM4fXkuwbu6xo>lge)W-re zZI{kFE~@GH*yXM3T{AbjCSBg?Z$;OdKV#qWknB$BMU9W|37*t!keV+@E;@_c*T1;v zZ`&H8U&evOr7r*UR~nZu_x*O#U26)N!c(=&rR@)}Qe{@oG2%A4Ytt7hIwy^DR#=fE z=Z);-G%4SS%$yo6S1LFjK6>5qh(W^Wna>ztVwRu9K9Gu*1pE$4bI@k)I?;QLi#y)K=fzJILr2b(9C zzHGu#WY6o^ujh9vi!YalJ{_*bb1iDC{;u@27dd}j`+vX8-=2ob{$loXmoK&r_aoFl zUfPd8{_^;=2Ki?k9tjjn`Jm7N< zoxW0e;CcXlhf`sMkpEk7E(^@(IH)})ILZWy;t3f>A z2}FjQd0<3G*w(0uWNwMdaD@*6gFpbZFp|g(8D-8W63R$uvSc`onSCv<$o%Y2rMK`x zBoHAFVFs8INyH5P1OF1q)~qEk!NpaiENd z;2FhIrJzU)td6eGMaidT*dlwY&`ZqK1y1tf)=HU*K5 zK@mwb6AnJzN*xuogs>wCq;R20rcrGrUuYJcNtQ0fOUa7}9rds}StO|1>raoj^V?FnOn*5m6&(ckA$OgMkn}t^vx7?lQ@Zo*dL3M=5 z!q6slDNRK^diUF~_vRH*REoAGg(D1R8Zlp<7p@DpMVbO&3mP6%^h(2H90cOJhBUM6 zW9A@A6Az+fW`?%Z3eCs+h|vpofw?bCm+CD(wA8}r^DvsaXt1B-OrQ4t*OlL{%lpFL z!+%eEh)}EG`ZWQm5$WTYex{OF?W#{`Pbe2H3(e8bkKiL~f4W}h83OragG*~|d#cM4 zzx{sV*j|_Er-j$$au_X_C$6&`W_zE>7UVO%@L7TLmU@`o;y9X-9}n~M%ze*4Vr<>6 zw0vnR$ML%zW4(S|`z`t4y4OPFt&i=bCDw99Pbo~V!iy}UtTiFWd`o)z6m?EdCvnK2 z+v&fq*QmO2E;$hs656(=@XE;h{r57+LsY(QO)G!sBbFgoJ$e?hrnImy@kAkRRSMI2Lx!I3C!K5Gvi!o+ zc)4xuwZWb;uIHHN@ralSKj#O9uiI=JaRIS=IFoF(U9NM?X~|1Nf`+Yx>^6s=9+^_J zyk5SDH=QldGO?TTf1M#pPl$cb9R1{un3St_~*J58|E&+3T)FK+Gd~QNv@JSIqV+@}mg_leC zdnr$-m9o>g!yR0>RqG!!`i%5Q53}^7B3#vZ!b4MqGzme$2w@sm&0R47Krf{|tx^i* zks92kF{zF@%?->|R`st54xHf5NHS(mA;il|q3rv^h_JS(1t>}B4@>SWQ}K!Sq+pvv-?kq*xSEaftv6vGOOfhzQ_d7z;5nGv;(r ziW!`Rs1D2IXXv-2XW;KyjF^oIAxfEw%Jw|`P^N}lbX&_$#WtO>;ustp8Ph;fTNC8# za#2r*_gXp_GmA>O7Aiqu$2>XKYS_jso{^;zJ&7kR+Ag{*5J3h}pirt8?|lvzHWKrg z5n~=BChybD7|bG;6woLwtBms&@tFQdfhF}WOjpjQMea*hf)3`$kU7DDRnBD3oRJn0 znUwfsbF17Ep|UJxTjf$@i`b9;{d!$QYYLpmBR}=JX2u+~suun~f8^;t6P~L`S&Kf^ zx`-I#kO($O{#)i?bQO4a%(n1zx>)`#h03;;bqS(*cp6nyVM=Yp#lmfzVUMuxKB2D> zIz}F2^w}dPiL=;6jG*}ZLJ3eJV$R`NSxIV$LReT9pdwXjuX*L6IgPTTOo%0j$Sl;1 zB}mDc5v6#mUIz|!XTs2N?|x3FGRiIz;fW+Tfe1;N9=`O`-6IHzOdz=NvPi9YQV*V~ z97PFm517%8Gr`Vk;4F$F)SRl&gl5X;ezqt?m?&n?_EwiwMj68o*2hn7~GwOimnDrB{t)?z8kkNR7rs0Zh7pzA0+qp6(_P z)aDArgmHNDoZ||nB3z_`Y65{7IK?m$&JqBT6>_CWHzgk&mRZP2Mv@qG2%jZIbyXfg zNfcA|DVCycYq$uOG@tHDMY+&WTaU@=Oah|F2@p#r^PI|1EkT?~h@Lp9JbcNFA?~aS z0l9Iw5RI}Fp3;{tn&1f1^a++r*frY^mkwaARiF(coRs``w z$d0f9CTK#KBpF1WiHY=>iSUvlp#qzq;45u-bL2$xab!#Sg{j+7p=xZhIV zo(F1M<{}OviV`knWj~JvF=v@rNxl0lvyhgAR87t)-dkj2E-Ji6YdHRHo|>f4AWBz6 zQBg1iB$VlvpUsZ|k(3C`U`&o6q@y~RqD}1t1ZA8foYWf!({$Pzd$3Q=0W(4gX#-2d z?eyeTS5iGYIZZ8hjH~pZ07*ouG@-R%Em)BI=XR4oSR%;Xce6?H6ZHu=)rslsoV1Wg z`h>WYkvQC$GD5;ZaNU`RWSQy2@w6nNd>p0Krd0EASRymkoTo?0pD0#}3YtuVL`9NS z7QH$hX2W4K(=0v0CoSlJp$3XkC7KX&HdT!zLMDayq)Z6u)-E$MKq)dRO}=DD#$}Gx z%Fe7qV^ZOwylzDEF=LG;PUc_=&IlUjIn9^DB51nNqyPt#Bh7PfmMy$8MMM%&Kobp~ zIr_+!{fHjM!2<$t0#G^0EIl#p~18B{%Hv(hK2n zqwi~dO<2UtX&9Z(P+-%R_`=wiI;)Bsx>77I>Mt(&Cnz3WQrLW6EzW;bJ8aNST!=#qQR$B2B_Q;`dEn-s&(ao*o8|6DcL z$2i!V>T+Nl^AY7#{g;*{e41!mr$1J!A=eWRW|_KaR={9HPH6Yqp70z;q2 zoH2Q!H`QQkG3?tG&mAJp8l{7&y^XzanUlzwg>6z71Ln z?Q31fK2R}kMi*I&wnf_GW!Pm-W|@t%WFdzH&p9cw>ZlIf1`f2); z9XH$_4?gm89@K_*$*a#^G(RkOHfS(iY! z*{e_yyB~h^`p0@DiDMr#W11?OP9@5qM|GlD_zLe91MzSxT7H@7W>c8gx|JZwoqa5X z^*kU0?2ym#JYI-raHex+COjqxBm`1-j9y6=ojPw!P*Db8rg ziy6}lGAAEJQ>DtR%x_?0fv6H>1k=oPUVJ-Cc(vKhj#yfmRo~AC9S`%@aRUB(X<71% z2y%Py+0$mQ$SPbkcuqlYwEETKnB#9g9MfkOX`sbmqYvd!ttUhm`iYp6#+ailRf@0= zKP@v!tF+2EYNLv+XJfgDY~iQp$3uu%lrQ2IG?+BZ>2DKh1ZfvbVQ6} zriZaeD$O*DodKK%F=DSJ&22`emfE(Bm(1hDY5A~l14q4LU2HHj7m8x0>6u=bYoUF< zGC#CVNzw6*sfe3nHw93zEXER3B`5?58HJE*rEYf5`4aPavfKLK?NNrbx~!eqiI{A1 zOrLTVu4_XhIubWk3c0jg4==zJ1eX-1aLhqIyy-i8QTdkoHSpyCQm$Dz$A=VvYYSms zt5S68_vYKm8Z~ptqUW=E9zF#hS(c38ImKN?J0`FZ1H<&u)0;AWoV zU>0U@GJ-Ohpia`V(x9ACn5EQgBP&w@D1y={yEyU245DRi`ff z0I?aunT3|35#}+3=4YrzQo}P-87pWJW z1IY}pV#z{2kV7gR)J&92Czd#1IZ36M+#qMM~zv z_)GDkrAL>HHjF ze(uQ8I7wI_k&Cho0L(~Gro#ysk$WqH81{K{qX;6ZO10^TBx2?OWpGh#x(y@GVMRn` zQ$#uyb0&%?2pEunGm-!!IfJ~`g-+*yh??*~iiZ-G@*J?3=F=sEVvb3{M<=RCMmQ~6d1D4g0BzKF2l5#S|q)5OyvsSXi7`~uhQSQS>p9%6Yt17yU zX@+E=PLLv4i+Y%ckqQ(_$wI1Fyf);_FsIN|5)Q{SD&fqom`p)J35kSz`icOY$SsmU ztQj1c;XT4N?reKz2Fc`hrqiYs;Bz3IfLM!!UcCyZmXf6YsbU7hN1=2a%tWb_9F`FP zgc;-$KH(PgL?lRAR;`W30-0GR^Aw&*luF$w2Zo@atU=xBC?c$tC-W3CWY?U=L@1HP ziAQn=IGPKPz6#v{|aUyJwhXkQ1?LEv3EL zJrINvMM+YcD!(*-BLAVx&Phn2$=);PKF)||WfDjV2#B;G5Ihfxvj)+Kz$df1$kE5H1@F83{ zw#;d8Sx5^DL61&EloCK1J8={?Wv@XZqC!|Rs#6A8&=3~Sv?R8KR3eV#(`oVjG$vkK zJn4ZNPM0GpF?x_inu5}pht-N&tMle@hRx*RQHV%o)%99Gc&2v?>nAyRIi+z#(zX3zExV(K-n@62N zG(c6kZbWptk28w%q78F_In@;1ntXL^J3Zd^@2d}igt3U|Dr}Q-n)%IB!lygiv81&{ zvjhu1ew>X0xYk95P#I*i>bAJ^1QRS!OZ|}4|%jH=LNO9!3TbePK>eMpVVIODy7|T}HrP42_ z?X@mvKZd*BusiZH})7X9uKFap{M^ny*^xy2vqi_gJRd@eBOteA3A7(l)!0^{rtF2%#!`O zQD&P~ohIb5RJlGa-D>91?{7E9Eam!B`*Pv-8e!o*+!7v1hV+XyK%|^_Sag=Hees!l zoD{(#To^Rr@^%}xTbt*uctqzxCvS$M!y}RE(c(6b7+$0U`1?kQ?inilCDfuFh z@R@eVCuQ}qE0?WShdRMx#F*lMO4`KfVKi;@bmanVWR_t;J#zv=)GU{@HN9n$lEVoW z=|mz(;`+jBwRE)tdgg4Lx0df8fvoCP9O}ixVMM1*T7sRbHJub$QVz$+gl2Im$?I_Q zJ}yj~%76>>QeF!;n@$|yF4Wi-hA>=|R1@r+fT~kX|4xx$l4XNF*6-ct5$Qa$y=8VGt%|OQJqdcH%yL4<7+WQqtI@CWd9C2V+%kBlo~> zp(Rqt0_lap6=?xJoiAxK=D{`#Ba4J^aLwVRRM9K~RLtzB9Y`N0?gVqLT37%M3Q`Fl z4oT-Z=QJ=Q3qwVW!$?52s#JAFDvPQcF)4FVc8ar)vn%CVd1g&wie1RGHCxH}u}JyI zR+h*-XBQ%&NSX|qx(;$up@LzNLBd27k9<&F7?+St34}3|79?Gj3Z+ac*a7; zT#4b99H>kv+!6ERrzw5NJEtuCRqIANss7&e2QSZ%FEM<~+r*o!e=JXb)W7@yE6L|{ zE|GBtWJ0uOo=Kqy%A9tOeQKeg}8D+m?w{v!6o&i`0TYab0mGL zVu?Kl3BU|?=V1X+hjJaHjsQneO%U;sIVlZfIs?I6Y8GB5r%Q;SGAoj4PA6wT3s%a= zy5>AMPW1liS|M#JSJf0!kb)`1-N~n)9+u@h3(UhD#2lpHmG}z&l@rWLesZG~1WKZ67YxIMmtu{r6{HjKGOw8v+-=%QQOJl4h))%D z`NTCz9V|W1V?5TW(kgLrG~z%ICxv6mSu*95vR7)7P^d6L8x#Id_>&_fJ`Y@@I)@x? z8GT*Qmd*9GuV+P^J(DQIBRQNwD)Q<4^d$bI0R#Z3<~cuvI%9@3BtSwE#7;zW265J< zCgB)86QT-yYIKq)GLe~)ltHA0wGvrI68uxb{O z)DXyNLT){LRSB*mLx!0RHZdd_s41Jr^D38qkrOiOb^ zUMqxSlFdM}q1YtnSa7hP6i52>Bo{N`le1jw>&g1wN7DHEG$8rWUqT+%_|kZ(!NfA^Gr3-IVJm+*XB1&h7gAXQNN(gFJVY9T; zdXuaXaoCg$7!Uw`PN!&=5jW5fYDFg1BjogmaG~C2ifg5kfU7Es1~c_cO2|LlNDPP& zBB$S(MOcX#@!2XQi^=IkGZQomn2OXQEu`UolcgFFY~m!ByMQrAmlt74(O{3TnNA|A za*;-v?$a|M0Z#eU9fz?yh$J{&DS;8apMHG`23R;2pFE~v25OX#Qy@ql;e)7W5_774 zDccw}DPo#JA>F53CXYc`DRC)ABgYRLusw82LDe7-JIMr6s09u1QCZI;xyZbz1t+q zrO!%bQ))uplmcm#Fha6}C;Ub0fKx`Ov62#L(WMm3dQMoHNG`3A>q&hc4_#PjQaC(v z#l#=b`fd8ur!MRO9^4C)XL+^aY|K$vO)LNL^qf@k{wBV{X{(9d(JYaY;dsE7#$e>Qw zN^%)VdG6KT8wm4x{>Xg!Vl<766=YGkur^+np{K|~m?Bb2BkR#~_OTs5Fy=gaZZei* zmeE;;EV)xkmY5z#;v|_(ShM`Ctf4Ynyk4~0rAb8}bKm`S3(-)HrtXPkS((0Cl6hM(TQ8J@pgxGgzZ+me!xLi6%6x2=2}Ve{@s_ zeO^`wQE;aBI5%I?-3ft~9x+F7rfN=ZOS0aR?m6Gj^FzjkbXiN4was{l^(Ss_nwKyK8kEITl9#$|qLe({EP0k% zmr^*X4nLhUCrU^x>2r<`B=_KSC;}WBF3J>e1EGpJ1&Or6TTmgWlI;FtP(#(cv~FjX zK;Z?;>!DK{E!)KRRhW958D~9aWsoWfxg)J2#mwhpas-)hC`(Nyf_a`3UV_0a#H?-P|HtQ*=ual> z_^abP0u*htxTqA=!<~#4R*$Y0d3}P55^*{SQ6hzt^s)aqsZX&YwaF#uDg5a;x9o4E zISIoFfs8N{6XmLfsiwokCMBsLGftx>!V|dr;EYD_NXxX$RjkY{=X3BL?Jo|{cwM7M zAX#Gu_oxb`G9*K)D5iP0Ntyx*8#ZAa3YT>E37Z+htfiKlZWKvzL_W}J@EPL==f@gP z7PF5maD*iuh4uPGt}CLQ7Un+^KYV%W^-o#;fxrXH#w-9L|TENET;=QR7TXcXCKkrgR^a-YRQKx?8+3y`O%v{peu> zdnBqnjd>@6Cy_gtivU&0%a|83jR;r)M6{(yn#-|Myty7W!{WmF5~ZMKjpek%!;?{q zmYU%ohDWVGxup+sodsYW&L@SRw%U0{Ka^Z*i6r-&L5;^}hu5ZY79;=MC2U$OJuERZ zINXP2$0s&qbZa4SlC$Ow8Z{5=vxJ z5`#zxAj-&3r3fdn1sT{etdX}|DsdtmdAt70ltWX3JDM~~{ zK?nj9G(^Avxy;F_OiUyp8}rT6A|o(~d*t2y6sYtW=vGcCOAC0CQ=*=sBeF+kMiD4M zC19#3MaTt~>BA@^xIqDR2~q={0(?p*M$k^TCRcMwYNC`Llww1~J^yhbo}bQdqomYA z`p5|zJVvHR6IS^o7YBKg1tn2oZV5FXIf_ow@+JKM20o_%vm#(G6{?@2s3jndd{3? zlA%0Q)TD-RMA*m>fRZc{0L=`tNMs_BLKMUdti%EkadIZohba#2N-OUG^tFI1*1Xo zihQum@F|I^Rb{g|=5A_}Gjk{>Get5}JXzU!vJh25X7sd42qw-!sl`0-s&+;m8wociQGDN&n#ipJJ4Bxpd3t{(ULsL zGKZyPG|3CmRrIe~Jc)!5A}KW0b8(#M?!#yrfytRYmD&X`C~m$zPq~nD1upZ8(!<7Oyp1GK}jEWO^b9_{89nHfQYSYxYz@X+#8v1_#DW zN7a%NASfkyM*6TmCfj=z&ibmdVuT(yj=PO>7SZGcph5*wnAkz|Acbs=T*pE4Hp0%b zoXekd{|!C|#PXB3S(IWHEj;!%r#|W#I;^vwgkT(Vy$(yqz|ETk6N{`xT|Gi$NaRZD>&Q|zy0<5(cAHPo9 zVabxn;z{Q*n*1L5W9*$|5pc?7jMriD#OIhYLtMm{=^RegsU=j{l#V7nkw>5Xd>6mb z^3ts{=a>)TlFm6fdOY$C+ZXOJ{ZWap>vPfkc=S>VTcLbs`e^zmDofWf=}EME@aM`0 z5Mx-6K@!6bjmufrGUmB>8~p*cy@oC4Y}@1+}Ngoul5)boL&;}umE@!ZvF8q z&!u%5=8$5XXCZ#MoMB^jxQzl7qG_HV_n6-vuQX0!lSQDK3?rTvh3Ld*f0C*wF12&G zyO6;4*x!@71_4ha6gfFLq!@8Jle0R5oYU9!$@d`Z6=2b6k>`VQ_SaQJlqsiiI8`Nu z^kMQs3koOoXC$R#}MoExE*rh~OAu)2ocd=P2n}k|;!&iV7*gkUMoxN_x^J6=?|Q@+)qFMHqo*q<5A>*zmS8ef+e#X9ZZ_s ztI6qfTFf*e4?IFC+l6oN5lqFac-?llNm`fENN%C$KI+};Oa>@<%=7*jhqPqXr6veV zONudlsk;=cDytL`@jd5+5uZ*>STO~uQUR{Mlw2O0(?ObW`bS#v=@=S#0x`wGJv72& z4m~C@q;^CxThBnaZ$ip+dY&HX6w_z7n9J5$;UN1M3AEu!c;|(QTBP*eOQ{4<`0zmp zE>(rwQngghU?MP65FpUzG#743pM@?_mcRlLD$`HTE{uu-si&6gV;3W26$B$;VKfNc zc|sj&pa4M35GIO@h$O}gpOKMCJ`o^5;UcLNY3A%;_UY4dN&%Hh5G7$zVWf(y8++u8 zLFMrIOScL8cTeo*eF{@XTaWG{(ieD5I8oKHig+wP*y-Y3DJ9AFvm> z6Rv^Rz&ZT)z#~IxTuS|UDvf%tq^n(`a}GP{-zI5h%1p|XPi2iH08as$b0CaHA~eCq zHqD8JNQ8*F2#ae_K@K^vSgjn=L?naBQiCTlBv}|GKuAj%5fxooi~vg4X&IBUOlITy zNlQXhB2L_s?wQGQDUpM086My<)U?8L~7mbNF--X2_@T z*Skkj@hG#!rBDet4YTxujG%4@&VYj=bIyc^oC?x1K{~u-XeOp0XeHV_NyXi#NeC(l zxv5K~<-7#Vg*wBH;)B$UoT#obGl^qzCW(kBv8M7G97T>zg{eu2k*6i8@)$N#Sfv(^ z?%4yG;k7%lL5V>kk|r~Sq7oYe%!1%#=0t*$BDq14!bWhSR7Pep9GklvO~EJiXCgu} z(oQrc^x)G2l**xw)tKDzdFKC-8>Zr;raXP6`)u~`6FDOyG6uVqm82xSPv9Du2 z!7R*@9Gt;G<}~+ig%<`{Z*R$-LX5_-%+ORu%a1GCcbjJq&Rlc}L$^#?u()7o4o*wrkP@sE zvKk-67HR1cMkQjEXm-Na=1jpOXqF6-f+AceWeO4*?oNyVX3nLpTx&!e@o@Ln3M*xp zPM2_W3z?wQgl+>cIAwgW8L6Mx(hkMVoB4DWm&EQ9$qCp6!G@G2n5kfi@ z0ub1ZjW|>tb<*XU*WiA}om}L&;{X7F07*naR5%>!{joxxUo1(rh*9L?j)+L2sU`C6OHWC7y6Aan)PJ@p zFeK?5|4q1(D@7sfCO6l}B2)HEj#SPBfl?e1LZ$I zwFaID&x|u82?2;tJVt-%nR?^)B+Dy{1s2dZkssDDnLR6^z(He@EwJnIycPbf?su6V zm5BHB{$B9?7yiHV{IwAG+Yeoz(~G96UXStbS{XU#@otk+AWe1j_PoZCz(eYUv}5Gy zo!is!V_K?>wPY!hN#tHCd3@1Y&#T4VUVUCtYP;g(j^wcX=6mJmA`={@MDxWS=Y%nh!w)eR7ziT=M&VJli?g)?X*7a z@jwoJ`N`MPXV1skgnP-Db0e{pm$DIS#*-gT5oAubQvFV{?|3iumyB)NJMb~iA7S4J zt(2?#SrFI83G3q{^GR7EI8%jJ&1D`ECSdar0ZNgOIBg~bvUJ;h9!S%09}_c42$qcB z3YFyWB%uNnCYRak^S4EcxW|~tFd9ZqRV0_skSVhpN6<)AKubAlhJ768h`81$RrY!L zand;l|IJ@Gv*wx8e(+Yx>xMTDgAf%F3C@^=!i9}Z_(kX%bLaWN%mwS1&y2FRvqVI1 zo^XB-u8J3?cSP%shC%-Vu5m!4J;X zDjVHq4X+V&ol;R=#{GSmQ`VgsBFu26waK~I5-f)!r!{Al40eMub5&K*;5_ym4}gkt z%RY#Qz%`;UI?oIPFY&wN)Z`3GKCBqf-H9U^Jc$y7|NrQq2gQmM^JC-(KpZb@#QDSP zeyV1j%oQSY8jM1cS`pUDTqDj19v<%F6%k~KDCLF8vy1Ub<=+~uof5S~Yojf1`@Ke9WjUJPGe@vM zEQwe`rO(KdcquAP*wTB(Kej2sshmWSmSO;;;a%xjfW~$)E__~ILvxK zCmA(%MW5xu6+I(NxsBA0bx7m#5!}_Vy5}5^R!oH`#l?=vk_DV|`VkN!n?aNL)kRIG zs#1QTd5e5Y{s|%s=HV7z!ZSe>+IF%D4>$v_dMNKu&?403iivlHZ`gH=*h zEJ%P-$^rIIpK^j3p=o>?XJk(%7dWRjDYY^$mQ9CG-gD|C=$vXSJL1j*%Xaqa$t8yBJq=7Rli)V~sIE;id;UMRP zXUUimQRO+3EP~mE2|+*sSJl%<0|+)|A{K;r=4&h;nf=TdqfBBylt_I{U0^e9)G!95 zQb-1nxskMth?tZH)Z`3_o?e6jhLJcjgVLEv`;sSekFroI&js4OS_fEwBq7Qm3L2S4 z6rweOPi<$3NGAfwb0!NDSV0${CJm{N+>e-^ zf%G79$x&mBi&|hBfh08$kmQCo<2DSsllvq+vsmhq*(yRZC_iy&5p*U~5Z5{PmVIFn zUBEQ3Lyon!k0T6PRkTv1xqD2HY#xvVJ4BczSUjs+%Tx%1KDUJQ^J<#niNaclVF6DA zD>0HK&}Q~XXJLdPCp-k?c2bn2o-~qlrbsS{Yg>rWV|4mlW+hK#GJH^;olsm^0)--? z54#CBp0g2YEhB8sNo>l?MTFO3=)GTNhUWuT>?jKv*49;a$`CB2)R;VCRMVo&D#0ok zMSJ?NUJ4_NvCPYb0jal9$GG_Zp_M|CG!Y0DjmV5XgI5M4&C`4kk!NLTF6u63fs9Yr z7r`ZSew<`{9LMR8$Tn4VG!McOBXDh6pbS)osn*D*anQf12CZRl}~ zm31lWkjx&1sYkH7$`pwN5iv@IWMvtQNDDV+r^0#VyeQN-T*=7iaC0-}%%Xh4O*0D- zlapW&hmN3)xDb012ixZ^^NgtkjmU6v3QS6yc}C_rwTleswyZKehIK3Va4Lgs%sEuS z+EiMw#>o9R+rnIvl{LAfR8-0G*ElN(!ZUdqr82dJl*(ylB?vcxX?&eT%5Le3>h!M^{#Anjq&Av_gs;SUS+7qrxlkW^=R%Y1nFW;%@Vf`hEC;gcD!R24!$6AcmLH)apo=dHb^X6_x(J0q?%P=5`?>(ab z_~Y_4KJF_D7{{@{Ja6dz(OoSmQb5AqKqX*N-p~KCR5^S;yhZ!Mt@IBsMsiudy%ZX+ z`}iukRME4)-TU#+vp(eaSs%4rU_bY{^-^h*xp!u3f(8~;V1;fbPwjo`lU3cAUj`jM zjr^j^&Dt`L)oi7JpTmjSYK!gqhhNA)@YreIM5sD5_}jwgW68-cPwjhr2-p)K5tXM4 z%aX!kAv#7q$5UONuV3!tu*1OTR@{R>?){X9nyYM8nfMb zKd1beqaAUq`Oag_Au&rx3T4@6nMp;1el??sDzXk;B62dj^3#`X3@`2+oaxSp4EoqB z_i_%^MRP+I?9-iHxx01injXhApEMoGFI1%j4lW{IYJm zR2l>W5rK&Xt*qtp`uF$$hKy^~s_;*G!x%J!)Y&+`3IxB0OdUACMT-WN{N_Db6y^7sFq zPE2L3n=+JTc(RH|W^3*O<3>nco;s_Yll>u^^6bcb3WFzfCewG%pi0%}OuAIW=B2Y5UAVOEtnvI0G zW|j#~7@1kg6e*>kfeX~kdv)KV$Ap|6>;JlCB2QCRt|^<(WYljx)+6 zri4x}6jq8CY56(8M@4~%={{`a1MOOBsT`;AK;|a0YFsbwurOa!x$ml4I5U)!dm%!?8k(U z_F47tXMbaOKYfx&;Zng|%P+8<{Soubpa{*bBocDR%m|&4=d>xot;kx(p(_fz!xB=F z)%5DJ5WTaM6?tX1#3OtLrCTMqxhU7NOp7_rq;PXuNy{HlUS@twB6uNwlp1z=RaMo@ z5=KN6X>P{)gTe%aB#Q_$hHz;!CC77#=T#4;H=7^XSL9c&L#45-o%;0qjOm@Ueu?>; zkuX(3g(!=jFw1GjjgpB=5WCxqA(}-CqInoI6C=Yy5=23heBoeD*Ayj^B;d2=(M&Q6 z7<~>uJ4KS03QwU_VU!i6=p20B{g0K-f{u&~W^P<{lsIC>?W3w1z1U(=JMrv6GwC^o zJGp>L2D=eNW5~iD^F)A4HjhPQA(>%vPh;PCW>s!lN<*^G&g(@sBr;-&C~nm;gT_mF z-t(|HH4LDtg-XRz>Gyr$x30msEc#{P>T*ke)7@nJ?B#XZhs0mVAI*L;zqS(OL6Paf zOq7}Ah9G)jSrVRcAOTcnp5jI*3^GnPcZ*CzNBGuXbq`?B7xXL7RhDVnIeBFx5ST!Y zWudt)6efp@73JM)d>`q8eLzck4nyab|R4 z6E&{i=A3=HQ$m&$W+r8lKP{GA4q7_FB&k?{5X=06?r-F8&zvuEVc$kHtk3)9blP*i z0|s6^o_IX3_VQiEqEduT;=vd7OUWvgbKLe7zO^gqHfF&PIcb~`tb))qKg4W>q{u^v zYQ0)5vv}E}UTCmPh?eWe8&tGv@iF-0vD`H0%bPB zT!da4zAo4Z9&u{YM#Yw2-H$mvoPiH(~=ziXv&wNh&yi6KQB({#D4WmlEj>mZa zdMh`+pI_9uZTt3RUQ^<+K6E}Zp64z}=h7DLKj*Q$tobf`U3C?uIWP|Jpw07=%W)U; z=&&fDq9j&-DO0XIfeJN1}~TMa_MvSOe|7gMs8+GQONn??=xxWW?I~>mMY8Z z!Pjcpl#{LZJ!T4DoxVQ&`SRsAqASPG85;Ihv^Tog?McQHRW&tJNV$l!9LHtu{!H<_ zoXQitlx^iD4jX6KI!=v{*l<4k#};ov^AvnL?2PqM3tBHD_{S5*!b@+o&`P;XC^0pQ zlHql9zS8h{*ulkH8(}~4e5_98w-jak#)<$hc%=E@;IaC zAabpuE3;Z2d;CV*Ma%z^^V;pd2LHI!KX3H4_4mfiyU7t2=%U$LNzr|FJpx>-qN9`v3@JsjeY5B1A&(l940wTi8Rtrb5v-sE7Z8;ymueG{W8(Yz< zpgx4b#SJ?!U!LsC*InvuhI!8{i3YALEG(6mji0>#-4LfU2S2M{$_YMBSk_u4r5|m? zmQN9Sr_rC{>DPYQmUVlge2L>5>{?V1kIwH}8p}`J|6ue7svGp2eE&^;_hpa>&4c3& z?XfGpxyJJS63yD5bNyHO(YRjkYql}3@za8*f^Cd5aEI*H59(y)7cKvKfBbUp<#q8D z*3bJWzdQcS^s>f_%r!HkjlsVU`;V$U{f_-V`Rx}ezau~V&7XC+G-kD);m%cJAyTgk zHw`9P+C>X&bf&iQpK|`O=scpcbcwxMc(k`z?&Y<_Q+G`%$uv*rdDZw+jQ{D9R`e}; z*ep?P#?QI`>z0e`zwj|O``G4=V-ClxbhLRnzt+|!?Ndit7jr%zr_fl-X_&)fm|4tp z)2xkN+YX%{xxY1wYc-P}yGn0=;{5R;dVl`IZ$Ewg{&STLulM-#ubk(XOT4{4znQ-8 zK(wWoOkJshL ztBkMM<>O92-qz#$YdnAXdY;!7tKWX;`FOovh4;X3xBWezz8>v=jm!UoD`NgfrGw`K zSKDAqq>VT`n3mP3e1A)Lt!;I23f&RDmcIF@%W{&R?7uhvYbiH+;#}64ERWms^3RHP zv%lD4>+?TX-DrM?le}!P(af8TA3Q%4!()GqBmxPqOPyu@t=^CN__hGP2lZO(qmTO- zmw)=@JI)`akNW2;@pC`svF}qQUfX#sz5Sv8J;G0Le35beapK=ax>)`8w-LcRx2aF9 zeG^?gGARBiXMWt)_zCoLEN66G~?5^e3N93SQ5uW|nm zVh;J%?b4Pn+x2$pw{!dH!QZL;f1m1i>$fpOixo+KJYpPAOY@j#KiYaJaGECEMytQ^ zI4`z7^#$K;bous2d-~~^s7GuRLyzzBw#6UM_q|eHxGJl(Coj)kpZ?1)n=f2w)O=|D z;0qa^cN4O{7%#(lAM|(<{4-zL*#5%xnES}SHT{X#uR+^9>O3!;?H>HWmE`5=@$~#g zpn3Z`PI+3NzdQ@a_rKQBm$GfL#oPVm9<%iGdCrpfV10;7e6(9UUPlxs6pn>S7@g;d z+hzQHX5ZQ0%lY6_bh%<#=Mnwuml1#Q-&eZ!{QB|y(=+m1e?0I12jA{vZa*%6e%ro* ziuh^%b{+E}W9Fp0?cMKR+x${|bS2J~0}q|^CDzyZTKo&s^%wfLgxgl~Y3(eABFoFc z?U%pp)G{wI!_T?p^3U4-iO#JpKN!Rw3}Rz5E&q2?eA>%m6mHh-8z4SORLwq`b#_gruY}b&%fpW zF|HKr^Fx3C*MI-Fc6OSX8Yn&H!B*Dw&+pH?{qY()%+q{@WKy=3x?-*SEF)$YW`9o!@VDMy#S=skO26aml$nJ?Lc}AJA>+c#~hp z!nu77-VOinM(>yNy4dR!JM=8NRDO0XRio5o$^|6pk)4;AOpE=`=po)0BRwbecg>># zR4zr8oqRY=64atA>%#N@S>lDI9Cbb}kqH@DLVaps}j=WNAItXKNc*m`QZD|(H6d-tONeGG!2j6m^+6=&%%@9_aE2)Ymux! z8vT%LkN#BdwLZ50Fr_wLMZP{Z8c4<(Tg20^OutrP_lGVY?HW`|Eb}gZL;X2VzEWIj zIO&Mz%J>Uw*rF1g%yG25Tzw$AQ5t|2ATn2k22Qcm}CT7v(>d@r1;(h;U9h1mOJ z`KYOv$5TD7VVHSJ?pq9B4zaO}*g&ilb$A?&4qr;eqe=JlsIM%q{Ggw#>bz&}u7jkC zBWyRhQ_ZjME$M@=8o9{yH6L=!I=E^q?~m0{R}eI!cp=9 zKRulpQY9%ex`iV=!YE7xAZFrBcVsQ!1~XFAd`=#)3`S1r1_vjq6OkxM3OC5%nVFwM zw#0%n!p1mzx4Cvt=3Ou(n~@~;QZhi13_^l4K$bMg?TkrUl1oA?O1KkcDMA#H5t+Ods+!NAqavb zqEBp;GZ9w@vy?^)@`M|Q**ro4#3xxQGbqVP5_GzIVTLY2m5ON|I_7u-jqs!tW=aUN z76HfrlvX3tr#l$J(6VYUNh<{kwod7wV4rHoNv0@M96C{lM)z>2U(4E5i*VJ8VKK~s zZV_uK9%76LLOy=(M4x+@my{xfd1bm25yFK-f-s$U z7AlgVp0JcG!dy~=Q7h+ob`Q`8WrkHh72?8gxO{_{`(b`c4iJitqInEcu8nIr(rlh% z+DVALQ|KjI%_KXfpOc70qDWN#|IzesJCY>nmL|6TlZdLBxqC!rR@JWFy_?hB7y={* z1o-|hz&qX%1bESy*)zLNnHdr8W~M44|A7}?d<8R8n24^mzR&x)BIa4lJF!Z?rbb`k zb4`jxbyQkmWzL~_6pdgEQf}Rh)^U8?WxFIVA`&rBKs$9}VdW$ehNvoeX017WAe2`@ znVE=*SU|;6YA2sfo~fVhYZFLTgcoKAgN3pRS+zX9IEp>1oGV2>XE1^kr*bF-MKI-s z)f)Do3EZ1z86g=6c!6O}+oql&becxd$s%QI<^zhX>7It%gsW7^f^h^Z3o{GoQxiyV zl%R+NRAnNZG{$hs0iQ-PZ^BFUiTsFBE1HmSZd-dGW6dYgCY{Nv^a(po7pmB>lsid4 zN~8KGoeDl>@#ltf9gipT!S^Lfpn z<&U5TOC+`OOY);aDnnDXjFdxV761MCU3yzYF3S8Yq*N$z*7rHTs{zn4tE`)Rje0|T z`*OMA_4b_)zdtG#`_;5H`Niok%SX*u%3HQE{OM!otNE^efh&~!(l=!(&o;?hkF8^t zK89tNTV){qMxc0A7|1!&|-s4$+c=@+we}4BrwAu_uW5Z1MZA=o<)>{dmxr%b{ zdU@4+98s~xvHS=Z_)F{7_sh~JRX64&O`SwZN#tmk{qT{UH@!TjS6i2UT}MSWECJAj zwFhS{F(E$YV~lapwiQ+2BE6}Q)As{hD%)n)o@*uVNe7ty`F`YCaMITFDz+huYmTZU zuxZ~K)Sl}MkMMES`>4%}z;Irs33k;wigL5!f2Jv^x?&x%MBV+tp|AU^%C@<%2UD!I z*aO7T#06Q?db?g~!3A}ZPEI_|733!cRO~9n(UL&J56_6gN?K^dL};s8>O~qrMVfwe zTGwDxX{^s!m8UXqyL8u$)8~jlk(N_I+v|S2%(X{KRv^PcB-?fwdG{Dtp0Pl!!u^=; zN4==tM3_oe=7c~+gDHzQ|nBK2)F)2m#naJs@ z=2@9UBi0Mzmsr!~>8niMB>(e}zp--44xYyf!f@+pmWM>dJkA;Ki%q39Yn=`ouJ*eVx4nRfwN*wQ`XkzJfk)Qz@4RGVJ%8&BIfqjqF}xh3iV*-E{*YZ#IM76 z5u8?-K)3W4SMQhddLU{?6r?#fTv#rFv`|`PODewK5L&kR*(Azmd?7 zYjtLEDho0fO;PDXDRazlaH)zii^#QIlm0S~Tck+8vn*iiqOCvh_-}}Zb0t4uPoW@< z6@wqI?5P;7 zuT8#&Tr|%Bb3ly0)dxrA>FFM`g!)DLPJYyxp*bs25yy%LailX{5|qrmTcbuI;&YAj z+(Mgrit%1|)y-wqrS>;rsTr34q5$7j?KvR{A$s;RgEExan zIV+r#6Rk+`iJ*8qs9AP)OS)WHN#@XrY(RS?wY6S6i1l03xf5kL@<#rZ!GZ@*AC^6Ag>SXq>=o9tHXu@+V_bEu*rjlG0aO8B!p3ox=c zi#=0{EBj1xPt;(A4gj9S=IWwZF_>&e}45B<5rCDsu%Ik;{3ayno zL>Fs;k<2NHO5@T^VTjYH2#EAxzmB`QPTX3m zB6tOT(%GvZN)%N9P*w7YZcAaX6>(9Zr~n`d!N|f|G-fm*D&#qrM|p%lePiS5LRy6g zfP-RXN^heJliC4J9F3-g@~Dw04%vc*Sb?Hi>W{TTE|S`Y6e1(p%edLcnWJFKb1aV0 zr4y$5^RV{G*ERuUvYxD-99w(!IekoF6%(dl3PmUgj379z3?je)gTBX;WHYAnv>6o8 zs+uG9MzElfl%N%4&fUt;Iwxf;tE2?YAk6Kb=-z~rp$VAtv*23CdCfdrp2AkkYL(E~ z^z>`81g)9pLb*aB&lQW}l2lb^W`Tu^+LpS}8Rm9#eQ_^dM;rGG`L&bp%Z|FNbrug3 zx?s}@nq@soBaMP`jr6BUvgX*@ta>n>9tds`< zED1#Bpd=7Jf#eh!31M8sew8QdH&PZ2R-=lT&$Aw8H&d&za!f?lxx&*x9lan$PDNG7 z(wP}Pd?$*5C@C^&#BC`-iu`FPW-X7H%e`i@@aOpdG)6_1EO0#6)6Ck%^btK$g4Q`f zje_UQx0lY$04@J)9-XpgYWp-=x7KfDH0F$XS{+)y_!aeyc@}1#OXH>S4Z((Z&N;!X z(P{-%Vg{|VeZd^$hcRM>Cj`qxto=)lRG;iX&|Cr)+pI_Dnux&^tS9rPX_-lQW{j*x zTG1>yS0mxAdZVT-s-8u8;G8^`CDC~=P)QSQ5HCNuTmi&A^2XO&XY|oD)=BXg+uJPF z&rUQ9B^fJc`XT*>WC|r`#-Yln)Ae+Gu=FYm7nF9s2!O<;sGK-MkQpSrVBfQRGGa2Q zRI9Rx2HA7f`EuJMZtHQSyp%$8LUzI%`hR3B1zQ;}V%k^NdY9G`(tV=XtPd*SD+}26bVH7?0p7116~~5-M6Xxxh;5JIe1B4$A+}zh*I$46`1lLt1N`pUP!~@H|HQpvofGgv5TYV{ zp5b-~*84HOQ!|R6l3$))lfLf{Ou6otUmSlq@;{8mI%2(}zV^r_c^W@AlUDUS*Yo(+ zVlYqZXi6XmZ6ST;eU~2)%5Yn{(QXAUN6GI4H~Ka{zES-zWdHf$e-pav(tU5Su+BNg zqw`_Hp zn%ZSPh@!-Jdu{DYg5tPSo`WPn1qc%p7?cQ99dazDL@#(!1V?E~qol1qC4S+orrSn? zeZmx&X|S*Rn{cy_XT_6^qAH=-u0p(sV?4zVrU;yTPe#TZI=7YB`rj z6iJIDGF9C&w}h#3Vjlij703BCq>)9hku)Q`YP-bSP8F*1c~)Qw%BT<{S-?!61?NwZ zsS53_rT?fgJc5xX$Q+mp5kFdV>|5i=Imej@tt*SzMx?=;`ON3jnORJzZPsK}ti#DG zEdZ=sY@TE9Vp(~d&*uv1FM8WL(dkh|o}f@vL(JlA;w-n!j1jiAzF&_#pU0C?m*!`> zkP--lmeDUnJ!GHH1%PX}4;R9C?Z#G?c!SM^*yv?USQ=ei@RJoy+g&*4c# z0XhfQXx8>@#uQwLY9co==Eq#$%2?Z%W6*K9FflxRwwH@FJ%4;~auC=yVTtguBABzc zW&bPHMdgjkD<2}yuG@yM-}NY_rRC)z++ft-X05<6&m-NXAkiguDG~JGM=FRm04E_f{GtZ0i_-hX6#sXmtt*i~z2eem2zKUv)w9=~{`(Ko_(!{rP_ zHR89b=I)+@2o+WRPMw1|K#Pp|LV7KdlwT=|ipd02d3Xji8^;d@3)FLr;aMzwGog0~ zzH79R?M8)uo5;^HUJAVF_Q@-k;;S9xta-^msC+{J3UP^KvjXH zB0@2F(UTTad=8Q&ODSR5zWVm^PD6<^I0HsfBGDzgX)rJli^|N*jTaD6$-#*zByo9h z6=!IMGsy~BfUjaK6{@_`x@J`CMSy)nRKDm@Qg!aXA0#CDyK+DG01pRct#DSP2OIFMzJz)s#}7J)HzC6)+cpvjd2PiX*DYW zYgnaZp**}YQEV(tlqT0VNuo6=ig4y!IgZ*cFhy|%xJs&oum(z!}4 z*A%#vYMp5#Y$Pu_or^nnA)cIBYt0CX=xsse(~mtCPfBYdF%VG1|r=;=Ue)B_Jw38i*8AlT;Wm1C-VkrNwug%TlEILt$K`H zi3u81ld`u`D}u}cDy7_ssB$G7N*v%_iRd3Hf~_y#(vRk;G`K81%aN%fWiAyhGenGF z@C9l_Ma)oI3ly5k?$!I&uUnnZTo1EXN9H_{RHa!f;_i50`-9J}OrRAJMU(Wy(??i| zK_z1s`h)N^R!CFX<6MfSrExm6$SPur|E#P+#ei|6FrH>C^XdvV)(mwrV2Mw{X=dX% z*ZrgT{$|xodBrh@>Uqx1{i+U7S-fhyxatxoRa4I8kK>N{6xlk-$^Tuw^mJcO)R~6o z{1GG8$8F)fyjtM@c|NHxzKk6r7o%NTdcjI4FF4t;t{2p=8CcU>MJZpWdcaM>o z8G{MReAbxfv-G+6(|GO~Q5B_Oxe4k09N5&?DOERmsd+x{Pm(Imm?O`{%wP#(2a1Ka zSF2v&sBBO&af4iN#c=*sjHU&B3*l*JlYN*KEg=#d4iQ z#MTbyKqG9FwrWt7mLRS7i{oTJW65sP+9knM3fj1u(G7I1&m&2lBneW7m^5n2Ou)$V zTG6# z*WwBlIkgfN5o^t}+4a_65trlH*jlk4Q3W}fU5gq&u5I?$=mvc zFtkt7J;obNr5s)#4D&gS$w-tTK*n<(_vehZT`sL}MQbhg(cn$$4n+!kZ@w;=2RVzY zgcm0pC_nKg^o{t+OLZ`<40bP1UQgd6>C)^|onUdMc!<_qU2j|RYv*rV3n#;Rm#KT@H`Adc1@c4^sIjjfLb-D)s_L0ci_HaU zn%qhs;3LMK=_^O!t#U|S9dE?1)4iiU5fP+mR%Cs~sb?VYX)(6z zu0M%VVqx7q2QyPpR&uDXc_7W;F_=|$AayZER@KZZE@2``MOO4*l73(K5SgT$(AxgU z`@cPZ{6E_yoXeK?ZO@IJGuEMTv6QV~C9^6sW`?_yAd_f02PYF%N|98ZIeQRif)ZWR zN`kIJCjks1EmYA&5t0fCP*o8z2qoak%yPu`y3I#qjg*KCRw1RzrA0_WF-b9lxw5hZ zq?wIS3>FlVC_4(_j=L#KtDu;^l1s{%tzu-1phZN&$!fyJ$m99$OqK>h*cp-{8I@0u zN*Cg;odh#v$VgHFNfgr4E3Ba4jI-^&kSo56dO4rx+U$t@TJkBv%1S2?ScqFzHnpS}F;Pg%#DfxDUfy2x*0wl~=X^fYHXE;K!c8+MrYxuD8unhro4)nd zYC7d1LIBz^3q*~j_Xn?1uATTw_&xwIvj|Yg%y3W8ZkmD&&+_t&49X~k)aRoMFvCAD zj{)RPDfLbs5{rmbR^&k8{CLm}On^!+rYxd@$~YXD#9(HIneN3@l#4D&2N9So)2r@< zM?@Ma1-Q_7v!+SBc%9Rq2X?UXTao*0kWFHAzKr=HzNnZgE2Gvj-7c-I`5_`qB81)e z)5}FfZEt=aW1Try9j6E}S|eNeYt+eUgd4&bMD!qhCu#k1<+hCpnr!k)eC4#>hm5-j zaTaG}It!%u7P-Wmoaa&?NOlML<}DrM+C=0^|Pw9#i7=ZO9kNzx|QV6DUlts%n*-S?t}| zPP(g*fZcNi#i$f1zAk?@y^w4~gG^w7ao0Fb{aS*upj7Ew35P@y(bl;@7@%3f$%%Y= z=<{AGQ!dCM>2I`(`KkI8TqfMeP&C&GUg&7Dn!8l^xrl;nW9K^HDYHeBjYctx|kh#`!;W+=-IWJKS_Gmv#~Ceu~vqwI#sihP*yRE|h&y%qy?$ zWWDb8%YOaw?LCh%I+OOTsG>y3)|e*3+z3zPq`Wbe*=n?Mu86F{r0op3we980wjR$J zc+ADak@8PX>Y%otH2=$G`}%(V3i*%C@^}p7^Lb#{4}856bFDqxkY7Vyw#VTk456}3 zzWzAR=l5?%{P>bLPh@3pq{hv29Uo`@mbagfCZtSo09hF;9NPB9J|dcLQOPw`NcPLa zN7lh}6jQW5S!M(feZTc<%k!A?yf&4j#~98y@9z{7>)1Fpi*pR&%>wEkim4g^d(cb) zq|@XLk-o+zHp?U4RUW%kZi5Y1USANXCqIv4FI29J~RKl?uMPsp=IoDJC zX*OUnmaKDzcTUO%;>CJq%&e*yiG#zMB*0K55_p88RrM9lL}>`)UAXhPben>#fv0U&!yzO{IZS`Ef6IcX)}gTj4^9@d`;fM zx3P{4?Jq*K)dZOPzEL?-l3}dl98;LeKTuYr=kgA{T(8cKS`}Z5DTxUerk}_qG5q*p zlFcN8pQ~aPEpM#CI?zSXAw34?YEq!}JWi8mQ*N{aWW-5P3=%%+1)J6dBTmlCreET; zvve0NrDps>9c=gh3oSW z4oXSCawudaJr_9ZHFyJk1%D?oh!-bF=%mUtC?tFp{F5+kNHDWBt2JU}l2k?JN+qI3 zY8V(g}AnoY{+C9F&+v zS@fLXDdR?srdxrnGGS*X*hM+^3XUv5SxB`BTV`%0Rkboa6GWlxP0UQQqy;ZuSYxfC z)~cB_d0yBi@RT?SuBD_4z*G;P1A+2N&q`@~2}LngeM+K>QKSf{lYhp0nM%aWD+9=? z+Ob-KYVoH&PY5xw7AIO@LsGzJQKeLJq}%=(xHB06K#G6`5}-;UD&_(TU;(Rg5VN3= z|5OPB{FzM~b1)|nin0i(a$oaup5c|l1Xa$0Vh>+R;Z#yY$x&66PCkg*IgTnP3a<+H z2rgkOS>z_7RT-I?Q6Z^B3@oBzAY)ZUKtC6-q)QAUpp4)Vt(?|6mrF+iT8=DmFanZH zSYYtRG%6z|JR|eW+QnvrE^R|I=|QZGdJ}BS>oaO!1)sT45^Tt_%9?jYO7phXB%(sAY#z^EOm>Aek!nrhBVxLT zB!rkDYz@k#s7hiWkYx+D=UB_ry?Egnyj+cyTX`usQ#~e_sEXmlJn-5inN}fE`yvj` zrd1`SQ9#%tuJYg{A|XkU&hirabb>~?15>wa*BH5|1{JXrika9DL8QV;gov7ev)R@S z?lCZYqj8a|Y4^*^=sR!@`u4P`(Pf7C*|?#1q4^31aoppiBpksGBXvjsKAkNre~%KtBNScoEgjASy}3!3|Y+7RW&6= z`~8^dMrLYEUg~~o11JZlh{>j+ zjk(4^5V5v~Ef-nXMJ_FPtfHjP(gdo47Of{D#DqaiP+}561!Yww=TgBcKi1GJM&T&T zntm6yvfX`~!G}M)-bKJn%DuQJCVz&>Af)BTKj?YZ^1!F+mV~G=<+@WGRA-PavK5u* zlo?rXr$o#2So1}#;;PKM&a;v#1vMigXw@2334ICpqGaL?W~p0ny0~*CaWPj`R7NtP zf7&Q+;I)2-A?-gok>Ic0@vf4fA`{z$E!Rw>uz&|3TqV3B=2}(JqBgFJ=}lB8GBrj; ztf?N+l!TL0kfgmJ2@f6Gh}NZ+BbVSMD?C@?vgVXa5+|r3tdc2~!&vcMAs~y@_<^7oT6L623&(vr3Yk&CzooMsN(eK*Gixa!(t+g{4 zD}!)R0Z>`VS;!!y6fL?d-K4#wQuK3aSvoz}X#ZR7uTI}z`n>2*r)*P9dmz4nw#w#6 zFaM`ijE=pPubR_KpVF=B@|ayT+x<^#%1( zWVUMtt>X*LmUU$`8{f!JlcBCSwthMt&N20ZOisu|35$qqlocb0FDw`1ls05UX2hx) z*URm<^{e!4!%M!O($@C6f9DEvrs_l{3{^Kpk!Q+C*<{s<^|%>5 ztm&N-zIyLylwG5WVsQp>CDT+@EiTVk6`#fe%q%bv%4HMdRexbE9ORdMm z^W!<|yzV-|l+GA)tuddyrU|7eP>J%BYG$@!&8e10g|{jvKDp1P6Y$g5aXc<2M(ib; zosgBunN`DxfKhe&T3EzQv=cS;<2UiW$}1&kOPxNw);us{DaULF3FXvOU+CIl`BgD{-)uSmuSiava3InR#U#4~+MEc`Nua z@5Q1l5RMWhrRycGYU#<%r_FtI#U^(;b#+PT?tfY zmR5vHE@sw(B0b<~dm=@@FJK z|DRkV=Nm;pe(RTCOgo2w2;iiT${(QnCI5Tq#kcp+m3j4aXF%En00s*!(MR6h|Ui#kO0^U4)A~G9xTg zlQQ^YMSLQcQ52aT&aA?M`J0%jeD+mV^(Y=ioRVzat~S?LU@xvpPC|u2m2`Q+ z0S6ex0RkE*bCb8@I2Lqa&RBv@xL93g9-beamX$V|qE?qbhQ8?i*9w{EDf~??J7SNz zmAz1W-i)5Qwr#eN;)otOOAW z1}jrQvy$3sRzn26$xF$3;o zrdNS;cw&WCFdH)=g?~$)S)1^mxQNz2ivHp8ygs8dBWV#o5eposE=u@p8hg}QRSez) zOf^i&K_UX;%)~6FVrmOy8eCi;kE(E`QicbrKp>zhKBZek2?(l4m^ibN1w~xIeg5vu z${o_UB*W7)GqqKCE~r9?xOgU3XwJw9&Wedytbzg@MmD#WqLC*uS(1n(4vNLbn6U?n2*#105}i#kR~Caj$Daa%ltgJ`=I zmyT3&xwTPCs*y>Bf)@lOR&t>{RRs*sGov6~q~#=#6c`X<h8Q2_gKJl zE}s98=MNqCo>5<3jY+X?$c&G&pG>w-ELOq6Nwodz%jDZuLMa@ks#qK-*x$JZ&Y?ZeT5Uh zMjaVhF&S=YyxhRY`NMQ85Rrk1$<&BTBf=LF$qZrP(x51+1pY?1}|l( zb*7-4jb|Q*X(Otco|4s3QtnUAG-;WM^iSR!71ASe3DhpzR7(&eTNKU^1lg-}f$+py zoeLS@E>Q2o%Mr*~G%^m%!*gf;ka;ptf`EXFYNoql(<&h>>M=ZZ7u;>YmJ!a98?bz3Ez;jDums1W>#ba?Ziw3qD4GQTS4HhMIS@0|C44% z8JRXiVp(oZd@BM9CO6b_+=*^Pf92fVG3P^SN)pZDY^L{>87$T=t+lxx<%0qL=SG7I z8choWjlip2g4bYZaa)z5qzs(L-A}t*SzgZ-n7&e3OIu#o;%g11QSBl^e&+K#orA^I z(+5`6lL@^iV~yDB@6>tP7&1v-xB1igz9@b4rKnn=QWCvn+wGS*PEJ*(szp&5%jbXu z!0f>JR8Z-S@xqJRS@!tH@2gbbd>OY)K>GmD|%-C1WnTtc_*XBDP2 zF}}?6@&0^VEY0KDMYF-h0xurx+FDFhgKxJhrL@MG&wHUEz zJc}~z0y3xsCpNLGf#FqaE^<(aR^>=kNUSC%KM~E5C$qQKQYLI)jw()6W@MfcB%l>F z(@&GDkgf?|pN`#BJ?G~Iz&|V4(8)AVR6Z*u5G&7wq}ri;7SO3RcVC<{xR*o)&)k-C z*vY0lu0GeQsmjU*iu5Wg^qGi^QxJT5Cg82HP?}^%My)5=>XNKqvJ+?#);fpQ7JPYt zdVZ`&1_XAa-U^SBFm8<3oQrF(%sI}kW?)R>b}B-JnW?y>QESpd{ti)oA?i-E@&R&o zKaXJf-@0HS!tcu;3<2ypm>M^tcs?`IS_rb{?>!!{s|u+z6(YbSs1mu*tC%XH(hkhJe^pz(MM1V z>8rBHi;{DQQ_5LItX3t+=(6>0%mi$aX55nv>&Ouv2fUgCZn2xI!9kpi8KPAh+E4#h)$D-zmOJY&HK(#gM-N*Qi`|Iy2i|DK&QX z^`%}vrd4||>pC=-uk_Z~_eCr~-9Ju_g%p{=-6Xw2GPh$Q(o@^?J|(hWTM@Q&GsQTMTrb%i|DQ zU?49!zg8#ID0HDC3sO%%BN6>||7yF0Nc#bK#+q@qfCN92-zi=`g+d@fqEN*YLNR_o z_dr{roI+d^o}5fCMVuVOtJDDo8R@0V2wGKcmGE#6hUO&V3rVF0B#BXDW{raAWvj(8 zXJ(1CBF+-!-S+3f6%N9M#ge6Xq|Ie72YjUn0-rRdMEZ(g4n`=46bWlaR`_YP`CO#J ziX?~?Wx-R=T=v^jTeFSm$+&5~Dhk0uzjv-G+VVQ+yUP-Nll)kzs7x%SARtSlmF z)?g}06_YOI@kpEiGp?B$F+r%diC)$MDQ&26%v@kmwOhv$KAyP(S+a=OlG!J*JF=7n zBtBamG#)su)B<(%ipw5dX)X0i!{Btxm8eGAgd*Tez0&LRj#Y#pfGMTgqM^K+Xhc7P zmixulrv0&!gR4GaOT~t=(xA=~ z#7N3as|-I*r^L0Hai0T~0AB;3isC5(V&}Cga;8vQ5L5yLW>hhykSGx&Gn|~6Y*S*f zlELyh70zS|Gf^QxCOk7ORML4aBIYit{LppzKG}J^T+VWOe?s{DiN}0ckx?UIFhdyD zAYEs$N-5%;w> z8$;Z8;tN+J+JuHNv25Vx^1l}V0UXF8WFZ;I`Cz(mN+YA~vXWAaY~N^|B&yObR}uA? zbU1>eY6}?icxmD!NAxtWmK?-HHK~$oGkac=K=K6ZQbpP1Ka|*ya z7jc|D=f+ifhP8y#MAeyCju~?;&c@WQ7xTU%rY9&XKU?y-it@x@I{W_fz~`zUmY?$+xzvoL%?4vyr?2s@h^`ksiC3-HujP^X%$!oe1uhuq zs6sh`3i8PW7wKFoJ>$82<%%ehB!HO&gSa@0nO$;O`f>`V{1fXDxz>_Gx^HURw#~GY zNtL8P0wO9fvI-UckD%W~E+NhH1f7jSaalstsij(UuZpTD1T%Gy93$NrD5or;V?G~r z`%jrTk25=D-?WhcoV?a5kBp@Zh%yy2KWPR{WeA^hf=HQrv4|b|6U!X9FP?I}lv$0v zc;oFliaoc|Lrp}PL;8ZcFGQxFrY}Z|unHRJEZ2_QY8+DBSW{>s80ph9 z7W~VXug5*+G2OihxYCGBBuyn7^qMMB=VRrg&dBpMSxY+v5n4zXiZZj$p{Tsz_e~Fl1jB_Iu}t%0BRgvfb9le*WX}<#pSy$NX_V4@ew^5aRZ$seZ!H0WD*( zD;FX7;qPDVMUcTmm3O;V6+@m?kGYzLFw=U3m+^k4?;nSs1}Iu&+ZJLh6TVF1sJ$XS>D z;zvH`Gr4Dfq01JCb+K3S@pwdt7*$D5$z|tL*X6g3UN^mB99lrZ+^Dx?M+`a7>~7F*Bo%JAl<%Y-= zGL=l#_HJt}B_Mqq^Rn$`eLN>U&0)Gf#I`BwO}EDFfF5J4ed&d1{RI9M^fyUtc%jA#PJVgj_sk>w;kv2* ziTnktWBzeVJIGdN5zsRDB3970aF!ScQ}!J%N-N;XV@PC0ttFt=L|Ow!jui(_|8Q6q zpTI%iG`?-P{eJ5>;%yNFIVCOWoGqe9Uib>Wg#W1eV8Ni0%-`d&uX`I$ohFvCJ?FMg zMgIE_rqOpW@mSkAFU*bPYNdgcPq5??m+0)dI{HQ#GI>6oHjiY1Dee6{W6t-6O!;z?Cl zNm`^STPr~<&vasr;s_FxmA@S)`)vE#mA4g`^@Gpnwf$dKonEj)ti>}UtC+}?OO?8o zfXFFO)6--9?!KfsT7sRs$M7|uKl|H{Hiuo78u*ll6cJOh&(wPl>hN&?DQvS~^sTC$)QO=Q+$^Q2njP8A#^9^{d$ z`b~tAh>3(ineY^1x(Ghm{nFGnDDs@=IP)sLJ_==W5qgQ$G6!e?4SXv~fP~WONVMYD zhOM(ATtGz;Tmnf>TW`SoqX%6Iz&@UHyxkQ`W|KR!# zesVcxk+bntw%5fQ=%TrAv^8RhRqIJUzaFcO_eFQVtWw_>y~J+lAP`QXvo@WVpU?i9 zx~Z^y{B)7MBe0I(blX_IUh?Pd;}I*fo2l|}UU^A7W+`{74o_~=1d0hK%FXtsS|izLd$&h6`Q`PY8@g;|)bM8O3bDU(}aP-~m^Jw&|Kb=zLC zZ{KmR4{b{O%cEa^<+i9@ro6r<)i=}{f^*-_%Le9`IsWD2N1y**#|me3Sr>_Bnz;Hq z&;Ogmj`d#i_f6}vZ6z`@yl=vnt#(_MOBU(8+Ieg5yKdW!i)J3akJ^R!7xq7Ae48Y0 zoN!&yM`9F($i54U(94|H^PHuJwjS$e(GRJfL&uzgakbbp^_WT_0Zdx$HvaI3_qVr) zURwWpi`bDh4hiB?5V4lW^Mg#t$-f7F%e`FpNZvIc*Z(rf9GM#2xi)p{p_euvsDwy% z;FXVUK6pKi+j*DH*^I1p-D0em=Vdp&KQFj&^h0vK=6KC)P37fjs(O`)=FjUkTj$K% zIlmP3W#4O;#lJ}VYWnoYueNCPe=T`wjkzBVtoS49=OQ(Gak_Z_NnU=M$ZM`a!5DbE?r#4xY5k}>+LnRTYmk6ludaJ`KtPL?^hEs{Zq$V zujKW;#^Csb#f2OXP{H&lj6|_Tq!3fD*+G}DF|Rx6bB_Dg?tfri9XJy|Ozyj$5~C&U z{CauD9(Cj1a;vc^t|~H)AH$CW9=(xV*gqu=+}>X3&-}c9lf}=VZ+pWZ_TuA)vH#FbyOO6xMmneDM`2))tqizegoD8K)R zhw655zHzO(-;ZPC|5Esu_Z36lMQ4xLqLBOJ0xtd8ul%(|{P^*n&P`vw{rro(?(gHnUM~Im_WW_*{CSP{UOx-&h(Cq?_w!aCJXCLupGwV- z2d%R~Ho0VB)`sJse|8R@>ojYBB-e$8OVbG+A^pF1M zeS6)qVY-i5M1AW_gljYOe)lUaY4ao32+~Ne`||e3zkjd#Lcai)|M=_nVtKbdD)#I4 zUn_g~H#1NEn)-kK{q~pJtz7{27OkJ)IYi=*iy~2pqZ`#D^FtcGthtf=`(wM^uRs09 z=h}|E^ru|w`jh5A7N1XgR(I8z_wRUrzLZTkujs@k1~#(mZf`GiQxc|$9joOX&ulnj ztep4pUlXr;yKXcxepP*5#V)b`czM0hccI^gdNOnbt=H@2|Nh)BRDX-d|B>q?eVrck zG2g~Z==YTUZeO3_=8L^;vP zx_;w7&-ks;U$^=m$Nh+Ww(EQUYV!#?jJJ&c)4hH^ZnfURH`~A8=lTYHZo=Cz9=C^m z{ad@eK9a}Wq*}`|By_j07redRs~+#q^~~0-{p`3s+U@@JYs_ns=(cy+`pNq_dpxAx zkL$mj?jW<)J!|?R)I~*)TRYzAGDiM5YaSOOp197{w?`Q3R~f+LL*j8g{ii$q%)7v- zY<@f`PkG~`#maPPuPprIV-4cBKR@jHF&-POw4U0bjcMxqzSVQ@UF_v8zMuD&`mg!* zm%8b=zrR(thfu%QF>01dYu2f9oR4|Fr`-D`RTG58diHH@x2Il|zanSgA0m&}(cix9 zw0OMLx7+{RzFx%6e0v$s3WcmMm6-)eu>9!~qtzr5gT{*XCywX^uihf629Ou`3$d+vw#jr1$;U%xy` zF_+xOHcwO>XFDF3=kxD>{Q8IA#`W9%@zx&uYkzEQ?Y|Pf)bE>YnHz0wX^bf2#&fqoL+D-NHXrP92ORZk`cohozr=aw zcmfLfO1QKYm+{!Q{~RanB{yTcs$c9~c(i?c|3P_FJiytuJ(vft=;!v^Zvffr&vLoB zuOz1H&;0X$dS2|fWZ`<9f9kA<{(HuJJ1<@AO4suwubW(c3E6^mf$(wN=a-kUZ8_P0 z$MGQxTyGy(jlT8y*L}X*d~z-Ao)|p6*_TB;uXAj^gt^ngd(HoRnCc(D&}~Obmsj2{ zb?MJ}9Hi3wOY8fg`ti}mKWskg_41MZz#I65r||-*hyDKhzx(h{<*DK>eqa?vApua)pgw4SF8LvS*K=mLa8=SZPZlMHs@zhtVlK z(1Lg6T^T4J83P0n237bHz=Z#aI4e#72%~^hs4UZqOk$Bwh7(v=h$++i+M6{oBN3Pc z=R%fY)^>1AMH0L`iCoA98!1U7sH!s&@<|y&4NaLW169eqB9|}Eq-2&NEk;pQ1#yU! z3OYhFJ^>sMhQy*Va@)QH-I<=oX~f7ab0@k1158B8MW+#SelmDl%DNEt=sun%+Y zE7_@-!NMr36b^1l!q4v@P7)Mz!3ewXrrM}ydOFOl zH{CW?jVK=z9ztu@_h+t9DV4~gOcRm{W)*H?H!^cMQV!x~`o@(U#0e!PCPzgjGNPjA zly&+-@hkBg!Arlzd7@DiL@yF-oe8Ycnz}72MAR zDXEpUFw7X3qgBv&slpnE&&Z&aQRIPx`K?hZg^F@(NRe7hq-h5inXN(s0>W}$tAiGn(6#awbmMj*Qp`znOlz&}%tVv`JoyN5bfJ|s znFwCuqz)Qx%>ApGkZK493KY0Sor zaovPvvN>eZv9S=9r!T5%YNoy0PV~W=q>&N;T|lD0i(*Kf#j|L|kAf=^p@fkcYYlLq zY2EKTf*`zI+qTDX_s3nK4unXuCJC5Dl!#S+5NT#H8BpoYl0@}`-g{O(-zA@->1(ZX z%<++QH<{bl3tp~zx#eT6^L(76?^hobo~+WkNr{f?iv@2>Ce0t$adfVvvXA$d-~W%l zXBsYzZ&p2Ltz%TWHP#&Ze2@DNNml~rxYe`!JxeRzb7su3)^9x57Ifoh$`W}RPnD`D z&lNR@7O#)YND~)UvYs}A4r$FAc_DMG5nLoZ#_}0iTaVke2qVjT?>}Abg%{lKEjqSkjd zKi-@YGJkjZkvk6{o^<*6<(cmcX(DSpW6s`pVvSnThiO}pqe?{Jnd792)mjlRiV|89 zp}<9_PMgOQjLY5xd#wwYUDn6gftXM2W3b)^7JHdhI_G+r*%brL?uF|1{ZIS<)33P@%x5BDf9;iS@L zs3j8R2QWp+eXW=^=cz-qY@M7Q8qOu0A8~B-(p&0xv=fMU(J*vGM3myj=>M`(Q@>nopmGOHlJ$5=;P3+v`b~-`?se}5rcm6 zmrjYaG^2gra%nRN&G0eeoS#m&q<*yx)`Oym)U*+$k4F>&Dz;{6Nffr>x$jH8Jf_5{<-WD<)_5(6 zG_?ZzT8wByYIEideJ=c_{gz3Uz*(@l2m8@9uPo`M2j+JAi3)p zXNQ<=qOGFncw- zSUFbEc{Id3Ef_A+TD2$SqtWP~qRoAgR7oYJQ_i&r<$Iq>WY&780MFEs^q5u`uWMrW z={_HY!JS|j^>iK*b&IxhCOxsD`CG^Y%a|(wBCIv2Ql+#8Gcge;l2%!jc2dLkMH>@> zi38oyq z*0k+Rf(pRVicJpQ`f=`aa#Co6G$oQs5*>hxh_%KNk&Y}Csg00PXVNKJM4&LE%Ok0v zAS*J0QfURRnbioHF=mWeMXXBFz|#MJEd5)SBukQIi5+?{i-@W{-0veIv$C>Kjb{TN zz{0{%FfI%Va{#)5Ug%!cRh<<#BJOo}GgDO&VJ4!34+|ZFiZBZ^(V@L-nmSFZE1QFb zBP^Nz$X2J!lMz6{DPHAG#OO6?+E|k3G&PllZj3`B1g-Eg>OyRSX3|R>wv@GmWtyfr z+y1i57|b!}IgY)?&^cwE;zJOifL=18cUp<`XN_u3^UpEhWKPClxOzd%md}4n%)~80 z1Wi>$l9j~?j;u3F9yR6AMSSfg4oFqZoC*p=M92atQX&vhzn>$+jnth>Q(atS3G^Nx zE-9+z8m#0XO8fwfx{9xchR_U7@uK-mRg?~qS)W=cZ&kkcJE<T*Umf|$ z)^S8DdPQe)d8@*tz?!XHo5z04JdJ89g5(S^wHttWPKV7L1-O0Ur)OH0u`2&@$fSw5 znm}e*x~?kStcRx=Z=2*>1tvSX3>E0w8LZ|Im79o*tCyNh7bcmHe(12o)wp2&8Y~ zmo}dmH|9fqmP!al-(u}~EX;z0N>qiEsjkQt_ArYsCZy+Vvs#I3I=#+HnchV()x`{m z(*CQ&z>JweA-k#wE9g&_UDz3C2FXMo60Z6r7*e0%(sYZgsEFpzDlqv)dJFzf@fbK3 zw+RO|97@=A;(`ALA)s9h5*pmlkIs>lrp*W;kqs75k0 zOO9l!*|k5{W6ssjXgDOx@$CAG=y&07!q*y&AmM~g-AitM9E4W6+O+1{+<|@UF#%Pj z;&YM~Y$9rluRM+uV_1G_nMRpXO3)3mq;w=QSqHHbQDu}F%AxlXRW3CP=e@OmDP*ap zmPAU18w3K!36G`>%Y9}cYqLZwGh4r1=Nl3p|QVGp) zsH2Bw;5cUau8n-Lp6MiiNDO)@9Wgqw?}*6{=5 z)?j`A8YLAE+R?Y>YI==ob>>mAZ)w_|UHT)wBOmMbYW*d5v!g6_`RTg0uQMOacOKD* zydV4RNd2{_(z?(WG4>R>S1a2yYKUP-EM8CTg5!v&BkqgE6HcF5?;nX_9?Lq|oRy5! zB-9pdWm3WdV$KRL?@>C@s`u02b99!n7A?`5agO5h{B;{&?D6}$2(N$MZ@j$gCG(y~ zNiQE&hswh}FV)6l;(ez~=@WWro~)7MBSn=1w?EQ347PezAjkpJ=Hnnb+GTQ$@MXKS zB_I16yS_edVTVWy{NMht%Z2|P{ptQ8;djlQ6@bJ<$pb!KY#ZbQQHrNB&-lQ8G!g$P zrAo9K=}KkUICZRdnfsB;M_0(cqjYoAc@|VH%R|_uR%?uUyVu{ZdsPlfaY7Yb!rFr5 z^UF_1$viP1nH5EohjA8gIm^9ct9&KJq;B$2$M?m{;A* z^chDuP1icO%g3pT)fB}#b~#10h=M$IIb3N1`kjKYu zF)u+>;?oJ|grqHAfpPAVXEP{rR)`o~)KX=dr>#|8N1Y(~rk7WqxQ+QgDH`MNqw>m^ zGn=sY!W^A5%azb9J8YU1#l*LzFUZF^jvVLH_P$r~=s7RY)>RZN$;;(u$bmEmOJJc@ z>}6mVMWK!fovNlp6S09Ru^4sED4@VniW2^1fvGlBG|*c)lDtE-8Jh};s;sCes`#t( z>=II^jC86jS(>+O`iI2xJiMuGmlDH1m2o}nPz4MWHM_Vk>BscRq^fgm1m>J$jEYe6 znt1HTvv6tHkN2)iyIch;MMDjQa0(StYEe4buObA$%eglZwbvo_!TWx!%j)LHI*vTL zZRQu4iE7OI8HcK>5dxGc(V8`HMc$)^B$|Zt1LgCG@xVU4Ow0ldoM8cW*G@A5X3iNI zNSo?&_tunMbCWr3V!>D)KVpO!OrXLnvQQHaSuVh;x;W{1Rv62(WM6LN*=vd<+^pAP z?RnAr{cV*7RqE1w6UjMCyykvplq*g39~4YYb)L_R@e+LRHo9CqRO3;zGmoe}H*M>+ zZ(E_IoTtu<-Xs)~+JF)js8CVGvcy_!DYN`hIL}#$WGT}MB8X|zm9~`1<-u=1TXz5D zTP~yi_}XSy`GWC+9zc8;ED=J=6tGEp<`!RNf`ZUUN7?H z>VNq!t#^I~!nOXP=PoSg^eBdAp&Z^-UB@VsK5}NWb?rLhoFB>Z)_o`pX;#*uU1Djv zbX=-URYFQ?Xwe{~y5uN}kvY<7O^uYwBvn;KMB%EEkwrR-D%z4t6<0XL4UHxIgp;Tl zmpIu>n_gAm^s$yr_-KX~!;7E?!=wg2XuSj}V8JRqMMClknkw%@&)cddZm^X8xk6?k zKTY$c!$gZH_ozIpltl`}pasS0O~6RQP>`k$k&Id5G@($y$RrTLtQh){G6@H}wwBDw z7P)kzD2Xfv0D%jwQhZFRSi@pWrz?C=bJhl!NJs@Rm{qeaqV9`dOq;rcq9&y>GtZjW zw5p)Z!bu`^NvtJ}0x8CsS(G9GibR8Jia<&%i#CkVq$hC^9*p?ZAU6@sq%d52FeL#M z6{@0y)2R(nNQj#X1X04-gC@%~+VDB)N)Q4+?5JTqKcY-g?`n)JL0Lw`P~d z(y5q_#4^!4U$nxxHuTJc0f>UMK`ZO*E|p>>QWbNYi(Hu+vm{uVnx_dVr>%c7+)!tp zM~=fY4Qd+6zgM`)&!#`s^2Yd`k8g@U@U)0#fl79YV_mG7wugTRv$DvnDwH-&m+7)X zv>@^+WzU$E1^RyO)y}d`!-NE|N-nDVsyU3IIdeuKV;;#OGX^tgi@96h%;r$e!$C2# zh7=?OC}y2V-qn7D%0!G@lpz%wf7{|~WlqB|ic$?0keFxyx>B7&o{}_72gFDdY8xC? zpRTniNJRI)~wi*cMVr}p|T{WM3xv-v_1c%b1-(T+(gYXIa_2lHFfnyCQHH3 z5v$5EN{fJj>ZycKDBA9cNSUci_N@c@xaH$5R+*>FbD0+3eXy|DstqU7SpZm2}3$(#=MV7R&g*xmQ!VEwwO&7 z3ffsY#_YHXbL71w*=w&Evi4Ps8!Wv<wpKbFk)-)OD-{O<(+^Et|Rjm=-LzbN{+!;0RPb-hf^A*V0D4m@P7 zQ#99?t#9L_(ty3L{(NnHOT+o}F(UaGp4L!>ss>6^w`HN~tfX&q-Xknh7<0hnvZ3Ml z{xIdWiJD2*K&da!FTXs0|L6Vh|JmfBzx=s);kVyneB&m^y7bQS`^;NcU7l(&ksTEK z7>`HpUlyw9xAXl`>I=T!?=(hDwB|5NU&JlVFp52=fNg1)by4aYn|=K*zuX>wbyWZ7 zcl*EpO~3qm|9{YLOMaQ-w>$4o%huMHn3b~odM>;i$iwJDso^!6kFi?EQLIAFSz;iS zN6d4&Z5I2uzX!`7lW9v|mPLnU@EkIycCJsVYmB;$kN)EUCAy!CIdf5YZsxtW`VXeJ zM}5mm`}#~P(-%n}8F$s$uA zuB~@}(4b51r&HU~Sx`}5H8<5NEsd{xVkJ#U~=viGg9_y%8Mhy(A-Un81(JscnFGa%$oCF()-uzqUD)+1Z!f| z-h7?p@z`gMHkl(M>T+3awU8-R7PIoy94@L-Sx0&HYw;XrB2-EK0|-1=(5tIJw0Hy`JQm@)E`X$*=ZrM>W!Y*`lgF6a)>X_u-rjS}=HApW zQyW=At&BqkeYK{`F-g+3HE%Naaef4M)Fe63=e$?kF3U@6ujCpS53RoZYCU|JQlXR- zq%V+dKku`ICaDqgmO04P>>`?4Y$ENlL~nB-5L9V%B2x$xk3!6S%FGrni@{Zl6=y{X zMGa8XbymwvDCW4;iKt{r`rP9f`)QuN zZ-ScRjPp=0k@7Cx7Di?Yi!o>F?&V9OP&O+nGvX5_YvC4FWtmLa04Tm3%;auTt{&(> znV>1FM8qMe$O6GxO0gT{gt}R2buW?P+>ONYMFG?<*(#67XH?(gyqW~}GpV&uwyg4Y z$Ww$rRoclp1P7m4oiaf@=E({n`1!dM@hG!eZk4G>&?+F+9j3MV^4?6lsg^GEjgmPd z&ysFUw+@jw25Y*Ctku&&a2msf0E(wWJ9G41)Il#Q%P5gK=OpDjlPRbB#mve+c}W3b z)=rs}UB%U)bkj9zTGP@1X~N8`s>~d`rxeOu+oz1>kUC>rB3o8jO(d*LMPNL}riag{ zlqw-@bClc_h^M$y!iTNi!EGskvt{GHVW~d=_!7EzU_q@vJ-nRUv7W>f+X=TbNdf zhyap>$W<&=r}YrYDFT$i7OvegXXS(%%pi(6F(UL?mDExJ1ORR{~_@S)i7XUa=ri)uPszUR9oE=q4HwAiOuK;8VOa#r91i#+*l2TU1*@0_zZMB=cY?v4mR~Dz)l(5*0C3LYk3QD!~)62^3%cxCcD-aPBU1ceG?iq`H#z>vjQ3h?z zdOQERB-RAk=0FG{XYGe^AZN|coL$sJEbGj@w)jU*JN7ysRpPc9{4oO4%ML8NEZ)K} zhRx5uh)^<%&bElUt){DJum<%Xq%|p#Na*7@R9&p88%>HJSw*52m) zJi(OAG1DBY^`?a}{mHB@THN0*l^gAOH!H_5z3sNcBRV!k0qJm5zbDSe@ zR%Y2g0R+k^#Amt3`l6LJ1M|dbD$~F&?Z8dsFr8FVyh<3(nx;^1RhXO}DL@HITEE@g zlh7*6DtfP#Bg0ZElIZf8&?hs`2wcKa)T636wX~_YrEpn)vY4np$iHW9kuFC{*{j%b z92vvR+`7vmaIeTLp-F{#2viuKb$wBHT!E{CU9VFXiekxAKep9bO+^%BB`wXx{a;ly z%A>yH+yyr?F8Wk65$ROT(;2Lqv#NOZ>lmZvaMIA4uMOrV8IO`>!b+fGqMJ)KnPUzy zRW)g-5&22)X|gV_EyY7rWzGo^lkLg3A+rWew0-U%C8>I2k*YWWxT|)H$}7H9 zjgTX%Vk}~dI23vwfuQu(UAo7ulA+UYfZy&%#4BQJYS-hPDU z{IbO=K-Ht{QCXSmf^Aukv)$Cp{NJrpTptH>Wb3W3m(uldjElgVTOljEu49~!+__x* z@3$HGab4%jmydp#p|+n}+}rD~$Ns2!nAzIbp_O9RrDlB=ND4WZCeV$nDiFgLh$(h zUG%Ri-=DS(`cv3?=WoS-Yw_!b4Cq0)A;kA*ZCOi~5=I16-MxF$7e%r?%}g7ohBjc(`6J*EL3+=ag~s+Fvgl zv(EdiV!9dx6%*yhfO9cyi&U3(WX|rgd%0l2JIC`g5i& zt54j>saDl%^3AM2^~-H^z?lfd9(T@Lo>PdonZCl-!>S}k4&z~(vg>6(nqaQWRD@)c zXd==mNlJ-(U$CvciRCFHU9&1P6|%J6*FK;lM;{03kO%;$%oK(sJ+ACAYmCCALe#|A zT>E(Zr_+8q?H6r7dtX&{=U<-|s$NB&+%AI0d7cAD%)`7tmygPEe2n`P^L{3IfXCF; zG9%(V&u)HM)|}yH3!s+^bDZZ6q;s4PxgFKKbm^vx(zQCce=6?px)oewTzc}{CoLM< z@^rm?VSb22ca7Et^$bDt`ZOrCrY2c)#;I`Eh%tB`)o9BL+XAGcUDvCOp_0v-pmWIJ zWDoOENdpDpuKVxpN@5TzQm2nD5BdCoh+MMb)G2UJ8=2`gy{ zjY1VQXa9Bta*C(x^^ul&S9)J65?NYlwm|G;1tqO0s_x_zbES+Lk$Lda4JI%XgP9q{ z1eW91(!Wgk-f%^(QZLpITmClsKh6B8{1|+l@-IYZ{cY55PJw8tRH+n9r2`!{lWIOA z&M~Zge#yA>E|=3qltxI%npGTS(G*jBF>8_Man7+=UrgKS((_a3ZHCVbBMKRFMsXUJ z5>Q11jN&{mCa5!_a+%$+(wk=Rkj9J>OVLv-R1QRn&f9=oI-7o`a?demaY#Pw9H>%T zuxx#?(m0PZKd))P7|2kAHP?w4>H5$pNK=C2>ksBeNh<18!W5&1x5sdQ-~()AV6du!dKa^{=>7VU{FR+&pBf=1AEs{5mtDAdFS z8mLp|!?MKP(5=;sSzhj)=Zq}m3(E>)$~{a=MQlJPb%z*L1frlp4X}iL3!!M0x~fYm zC*sEW70S=3A}K{FG0_sqgjj24l7gH$Mu}MW5>-)wRhTTHE~NOnxzi_eG8@8*m25DDg|_M@ZU$$tVn&W7oHHVW zV%`^36HQq0QiKqlEF}yMHBq%gRh-sKR2DPKsv$zc2q85gDI=8%O=)viDHU79d$|^m zf_8BLk|GoF*(g9Fr

X^rV&_QAfs@p8rtYHRo}j8Xv$SENO;V?8GmWg;jOD%emB#)Vm^D$BS4$a{F{L0|IO9Q#y7-g&@tuyfte^ zv6*{)&`;CTIGknaWUEr?|01Q}AHjd)9K>`j-M{J#bcAWQlv?B?Rz%-O5mnAt6Q6iL)MOaOp-fOskL*rMf{R11j2FsTC0}Ab+*RB*R#i#XK8pI*$>q5MV94^};PsWyc%-SacA`l@-3Z#jGF087A zWhoBTT?w!2TF=>j%u2BLzL=EfWJ_&=Lo-aGc6RfFw{IaWZqeENsh}!FdZ#2a_$_TE3a7wl)wSkJ4VgZYaTd z`}9<+E@B4OD3a&AIn4V+Zu4z5E1j*bMA5}ULh&|N7Y?$CXZI_ zvtKe}G&5^`pJUEkKOV*N&^oWGn}ez`cBPEeJNu8Pe+`UZ(dF!`s2rP)cARoCTj>s z5v-)B*aqGu-?^W@KiX*R`nq(=lI`--{Fd*J@8%b@f9IE`q6|j--EdVbMV{l4=We}x zy$&>Oo15BF-G@JB=FZf%dfxYaMnpEo=g`>WR%ZTkQG_50(?{l}M&_3y98wrxjT##!bMm8R_n8;>7LFUbzP6kl>w*gG*by6K^+ z;;Xt@m6)gSJoYaC!#V!yollp4<>bf5o|3OmUrN^gG^`$=TK>6{kbi^x%_PJgG#tY7 z45`t(wWihIOrPaE&zQy6!b=LeG0UrtsuJYTQrB#Lm)aXNn+?~QTX%6qF*rJp`$#{Z zFZVeg5t$DFuo{xdIceIj&sSmX$K!aML!-Gh^9ALUGpkhg^KgCEg4F~y1vHhUfn(gN zAlH|+uKDp0s`_^5`5er;pK%gvb5S|Bu1~Ga{aM(H0!$N7!WQdx{eG5hEnR365a#+;|SBEh1fLNzh~D@$tR)Fyxq7 za9f(V4#wkrFg>TZqBj*5ssPgTm=W5ap8n+Pa=!oPI3Lfg9<`FCO%;8lj|3djc9+-W ztXXwTRS%``^ftV$ahxbNwad0CWM;z5;-<^>&>lHg7^LPrE0LOvA-aIx`(}cv^Po+? zE_!j@d-t(_%n_*T*1x*PtP^pHQK^+W6@_$PAPO~LDw=7qig7@Rak9uY(t|TQ*-aii zL{eL8Y(vZix=@yyyfl<^o>|G#ZlyLSRW8;SU9==})EL3B8AY&{_N=AE{Zmuxy{X#b zQR>};Ip#z5)V88+kB{7JTGGtcezCsTpbCa-JCRN{XiZ%jytf_AKK^kKVC9Seg4)-O zzUJ}Z)RJXc!sD{*%k68J?pyCyv`p^Dqs~~%o^(6%F(-sd$vHzNn|jklmu7{^*dzBm zrkGiCL5;!85{6m&QrgLxuw6!bA8XC=y6rChID5#Wm0o(p13686Yii3?M(siOQz~3E zr;aQYJa|lNH@z<^8!5g!LMxbya71jnXtQwnKrD?&VOzlvN@kBE5E z7h1K>85H^K-CH+*+t^&jJ#w5~`dT7ci|6@r%A7czNEotAa#`iV`A1|I_o3qeiRY$S zbx@_UL`2OX5QTuKoDYE+$U>@B6V-$iO-YCdOj|RzWal{Jz}ltwDP|Qy7&%V0{e3)d z@-z{u*}Dqe8%Yn{12!wku|hg!JqJgj{bYnsqEb{p_0U$%ajRUqU$i;#kemsL7!Ig3 z2r@#Vi~?FsjY`G{hDd>#9L4*@yU%o}Xt+xWKoC`w?w=>KNJQkIWHWWIoEkz(fnpIt zEnspix_*Y}0TnG2x{4ZrfI!`$EC;nF1C_YBOs&e{_i&1;)s!)N^ZfKfshFuL%%GH) z!=|uW&u%A>QDiC#;-XEd$_q*<1k6On2&`>sYx9mgBM|^fO|%spq$n{mieSWH{)8g= z$<0oD0;EAoshXxK#H0$zM2Sa)h_E_KRGaB4Xkfa5r7=~~gZ~&rF@tBxfDSS7Zr(6Q zaiYl6B%y3nVVI~J3|{Hvr|~B`N*rcYBAK?P>MWF+Hdl@%%cZ6QY|suRIw_Ibvbu$e zk|t=-7OW{5YEh@VG*e?pD%D%L%?iwNb;u^jsuS92pqlHd7&UKIC&7{p(oKD-H`6?Q z3XG|&&%UWK-gRAEJg7-c?V=E=S=p+jfT9?LAQ&t`|1`)1T*^&c#3&*Xq6Ptz75prR zNMw8LnG=Aj*19M(o30Y)?07u z z5>ypkmvis6OHRs^=%pfVqK|GCA|}#&X$qMddZ0-@EHF)7wNXsW%-w9YmaHTNrUF!r z$g?=+JQtMm6pl=-w19_RFecWtno6on7lzKA z{8`rHJRcNmF2&zJ^D6@v7lqtee^hy%+X%Xp%cg7ys+cM!nKdDC$A5nCi{W3<(8O7l z%qizm*Tt>sIOl0*O&vKFS)Pxbb;MTXUDhU~1dzbG2wE$x6xJa30!8;;dd!-mg%Xyw zD2b4idDOmF+N8CyN8 z|77Q#W7k=I*|y8;eLUDx&Po$qr7h8( z>*?i>{N<^&1z&jo@0XANloF>O_gy!?O6jWBVrzua;-CB(C#$muutN#bU_s8FH{IMFJLwmwXSQ^t%^0{hd z$n*2Z_a7eTHkY;dUh~aLuI;Cf^?tcDmx2K%3JvX|q6W2eL5@D!m_0$v zhn=;^(wgvlK8kaym1@BvSFdfE!*pWpePx~J7-8CU*HAu|{Rq&GeSKIz3YY64J@R<} zcI(>;Ss;XVSFvN}JoS1&k$Dd$6GW-Eg9TeuqG|dfu`n)xl+PS>==PdsXBEx2>&lBi z>K3;Pjir`Y;B0bYCXedlN<(nS!oGa!*rnO>=iNk>2QYv#mhA91t+V`pFVaOo`=hjA zrn#uP&G(ey9d0Hya-7uJmT-H{IkqmVNsePA#aE5(&c9@F5vVkiF2mJTJRb8|*F15b^<_lppl%F0(+ZNZW8Y<0QTToT2 z7)4E%)Hy~~f%l=B>$AN6l*jEn9;7XOfuH8$>K>46$^cPGY%g7|z+U(${_c8eZgOrX ze%Cxyk{O&-@e*T6xrj7SB7`+T5oFHYdhaSh>|v~@95=HC43 zd0LecDWG6P#_f1+YxSdfB+D~wu+3)j5;Y?&N?GpWP3WCVkJ;RUqFdD*bpzn?Jmm_x z2`1zaleS!tpE0t`%X1s4OVdScOf%);?LLfKRx&e1rktZ5Xd)gE<++^W7TcTZGg>>h z@%H-q^!>5=;_Qq-ipjdPb(PDJ4+ddMkw_rnV#b9=g3~44^wLdSClOI&G6GW5E!LJ; z5L!juR*BQjQJMFy-qC>`IVyv-s!Aqj(6UNQT8+Pgkan$UMJ<=p=3J5{6w<=Fq zY8P9|mJ(4Zy}6=`Tlr+KE*CqR?595Ym}vp)&9o&mfl|3t|Bew)i(D3*r#+4>-6CZ* zK^JzZ=PFR3nj$6?CYTTrQ&;VZs-R&?s*xg9AS5AW4x>6%$SkS|?K51d%u=iku0=4A zBWpq|lI{)StTic_U4)-|#Yy#4p$WQH2F?I8%13b$3TLH;5uZSXoD7nt?9Nh*42e1G1=g({;W7m9E`=R1ujVRHmEF=<79n zsRMDURR{|v5l2W!01;9IBEZC;wmD~LIZUF#%w0u<45+GrN#@KfD{U!#e?K!qTrZn1 zm!wn*lUBb^R#HoxqDfVnqFFcU`WZ2o6iJ59dgC4r~-p$&W zdCpmAqD9f?&a5+QR6+^Y7F<9%`O)~&Rc2Wne@6Re{aah_S-%=Qov0K6htI;0>bxWl z1oI!sZ!wsfPi-uM%=&aWo4A>_@A~${?z363TH{45*amL%5EHPd1X^oNVH~yiav};T z!fq<&96qKQ);!OwDKbGS)NM0e?)a_CrQxEXoZk{Gb8BC7IjbOoW{o9t<}9|>p5R?} z%Hu4{`7#B`x3c#xp25kq1yzWcgC`^f&xDJ*dMmn^Sziq69Dk_-XlBh!6d|!QQYpxi zoMwP|O3%5>X((tW2tk^ZI@J?ZXAI;TDhW74s!|z{y2j%ki}ZE5da6@AB*!S92_-{V zichOBfSkQqb8&ZyRvBp|6VMVGoo1%;`Dq}w-$_>cNfoI?1PdBx&zG&Y0o-rz zk?BP#Teq!MIm*|+%*EhVhBB0D2R7En3zabZP5aIZ6jm8m4h!-nAB= zWib@x6Y7iUlW>f?vtIml<@#grJWJO8^6*=RO#d_cpK85_>}UVweEB~={qg@~rc-58Z$3b6GEt&2Cf9IgCfs=R?oOnDvP3_4;&eY)t6q zAeMBMnx<+cm?Gld*FQe~%cX6vPhXY#hyc`bVBhsMcK@RK)aSSJJl`|L*B7pKtCX8? zJg=`y`?V@HaG^jJZyO?6iYXOfYkFQq)e5#_8LS3YtxIoTw&OVCk8hiuU;k3|^PH`sHv{Bj-*3HNw)N+`{>4Y=nEc!&F!>+&y)l-W=KY+ri;TR=B3nL$)l5AlKCq`%ENe5zsI!{OwzjV0FK1hq1;D{05G1&}U+&d)BF+W68 zK+!`@;Q}4tT%J;{_G8v#oKJ1JUY=r&_wz3AKev9tA}7BpLTcn~zx_DZr$5bkq&$?V zkdzTQs^VYpr*p12Y*OU{Yj0>j!~kD2te_1!$8kPxt+n2JQ=T;u1(izXaTX6V=6b1| z-fVTbJ&v4Wm*;MMytFxX6M0!S#AV-S&e5Mtm*!lMJvcaz7!Q_t+m2|qc{kWf^+vTFFGh%IZuw>cV zwvIgVHk{48dy}?$(^dD%<2L6QmebXii{K?n&$?5_x(N@RcbxpTnu&l3q_p1DmnuE8 zx;GV_kvT(ACP~DYT!1Dp!YPZ{IyBCRr7A-wZJ14^NoCAPx=4y934RWzkrGjkBL`%r zX?EhmwX+Lb_O-B7^-LFtsSpBcjDDV}WovV5UsYAwPZ3L#KO*mp!Gzj-;#y2p1lFu0 z1!Y-rN(!ULV_4hjJjWSsr8=MkTJR_|nHSV;>N)dQ6wdy!umAoheeUTP!XYSETZ?TU zCLOBQ+R~Z~Lk+K#%A7L`k_O)ve|>I+@xIqRETfPKrb)I|bg8N|yo`tP-;Idt(QmQ$fRNluv)tbq}YNr zW{ok!;L8GSO-Cq23o_@F8f{q@Z;i*POi`7^O>!`+NVfH05clu)1)m*6zmS`c7XATSN1yV1n ztE#moJiND#)@FzIt>M`ZsdL9x7zc{Z#hPcXQzZkzA!pXC%o#*+uuODuuuMdVCe2k2Q$QgCfvAYVooZ2srZEf>lEE6u zvMLy$hH6E!C<#c-Icg4<%^#y?}ieQeEa$XWtaQY)2%Ie!q2hDj`rmYVmxFY zYhv}P%#Ya~nASV9gHt`Uacli`!Al|oceY)0#u##!%eZ{JxK?`i^|h*GIMeJmjY%5B)xW$=t+d+iFovw!Ix` z#}V&$-uG4;vH`QVIoF?Njahg2QGQNmteuyqZs!j901nbSA|B@cv4^cMr3S6H_rI5( z-em0ibAKKy=%5bzE(_7O*?KNKcCvKQ#xY&{`ts9Zm%Tl24~QOzw0ry4^ZMuLqj6mF z!uq?7hed?ez31LQctdLe?6u@}vFD&qm}0eIIM*lfRRS24vpgnS87s z7wvj3Q*VltG>L9(MZ(IK_Iy90FrP2^b;;$i$hX({ad`|p|BKBh-=AB(^tOl{s&}=y z`vbL-KhK8!dh8bSy!83&oH6&mseDu6IjwEi_S{E3e){&tcHi54j7OcP6|;LhZNL5e zdc42;GDqz)^FbkK+ke zKfYP)Sbk;Rn$)`foZID)QK?J*YWu&&J+5n8H{WBNws8F^<+UAGkN0)_wvBt6Uvm7% zBmbjr|4~;A*XilT8k5T8&hz&&xV&9_9DB&I|ZYkMU32$8XCj%a@I9J5QZewT-&oIcuIdkJm?ieY5vi z-kc9U{xa(6MgCW-pCLbjUkS0}_sjb-zPQV_;_5q?$9&fDv^^={?g>a zUGX;g{k#8br*24`$JjrvyuG%9X!UpCh|DsL%X-@7ETzd0(L4V-+uy0>wOmVD{vGmf z+wF0T@-IK%5PQ9E&laMzwd`*D&{+|~4YpuuS zI({5yTYhD<&0c`(kC4+%b>#8;`xo?&^Y*tNADWkc{`qz3cKhMnv;WM;O@93CdjEbo zZ+gti<;dmRKRs^sW}05f_tVevQsnY>r9anM|8^YzbL;Ham$A0T3V!*&fct#^FIp$s zv#&3C{J!w7zt@Hw%eL?O{$thr`V*Qi%ejspx|fw(Gx{kSEE&7?{bAdeyk1Y^@Oi9= zt?7l&w@Kr^NM4==^4yOnKfnL>`;vdM*I(Di!iU|zyxu-e{m*~ASZmKm|K|SVy{)XT ze~OoS()Z{0%X@#`*4HlTo3g{ouJVF&dDj1B%6>3V-A4Dhs$J8zxBmCc)$C_$i?k_i zB6X>kTj6Oht@^&i8S%?qzHoVOe4AU(d>vysQ)Shq*SO>D~i^~Ew<$QHVzB6 z1!K!mKN{w1w`F9!-#B7XAM)FeTFz=>a`3^&?@#CX zx372Ae`%(-o9zBW+m}Ay{uJxq^7Y!($4A_6n_kSfGmas*p>^M$R{OQf*AEk|@lq2W za{J$2FJG(cNAS!qhF`o^&9KDdH6w5H{a#$Y+RN4akLA!*TH7h(JoUVDe7~RHZ`{Au zrpH{)*y{B0z4qT*a^dz1Uh+8Zb8oMkT-P(u{biLeu|3x1#Rux|-}?L86R1rG*tdV* z=sFL?ZNz>`maDq|^!TlP`|r2>Pr;p+|Ay=T;oP@++_8-(^ebCsO{?~*m&+RwgxL8Z-IF6)QtH9V|o3fa6jK2kN3;oUaZ={ddf0he|bvI-@pIx^Lv|htrf?Z z<72z%b~fG!#A(r&YgC)KL3NY zFZFy2xnO+R^z9mNAGeFVcJu$ul3(ZTZyDRY{RQv8iaaZxbjUW&S37Ut|I72$@cMsx ze0=L8uXFuk>r<0FLim%rKgrtCALse78ttt3zUJGH=YN5}dS81#gMTZ&Z@KjM_18aM zmxsaHvHJa@%HpHi){ z{+RFozt?Sk`|``~%TZ8snY73kTkOPob^u2}xW8>2y^fr9&<;A$8^`9BKidAgeEhJp znqRAJN5726kJ8b$@=XuU(bZUV>H4-v#q>Oj=Xz_emh1k_-+o*|l{N8Umyz~osg1`j_1m)kwe`EAyS*}q z`a+Yr{I=_lF&CffQ^n)yE|zoMZtDwmeaW^8PK`Scu^$<`bK2SC;ZAbA-*t;B^Dsz@d)Yl^Tq{k$&iMbm0N!cIk`qEZ811&OngglfpLN5$ML&D98I za6GWSlvYAZm_bTWMF9{^HCdS)6~+{IZA~(X5D*kc6S{@Ukij{WGV-BBG08-dYQOh= zc8*puzgx7PCC9z;-o7+bpou05$jq!#9!G|q#!h%glQpOUU2J^RM2N~FCP0daVB}c( zmja6l0yQB94Mj2av)WNC63jvgRo@!Aikp;W&OOh)@7aOLbx$1~ zq!+4Y9&;4DtAUi6xW%Ec5;ik!z2+fMSJ9FhQ;>};AgKXJlqCUGMK|B)0yO|4&7?OI z!&WRkPjy3Ok`$z?xxg3Q2WKTmQAO0PY2}R1uDmD|5I~i}5|ws+>U#eBvbU-4A(iJv zCw$otY1ZljLQ-7G~=Ko*J$sCJliwMC1SHD;-bb}Lc1 zX%p4Vaw+B<^SrbTm6%gzLn6Zly4%bd(KHsJ&P8duROSet5#5FoimKh2OI4*jiYAP6 zFsY_nN)u6E`n#c7H(kqWLJl$>0rJn+FUN9qX4Sk>`mjV76UQ5wrHH0doSG^$7p+0D z1gGFG;No%FX04uZdv$FI9|4l6CCqHx4QvKgV`~tOB&f?W8=&Y)w}3(xF%|0yVZvSh z@w1V~5!vd!Een}(w66bRcAGiOeozZKi79Xw@izOld)H`;RMp;|R)JGHY;6X`r8p3C zW(LQIT>^!@_mDD!8>RaSKy<>?Ue3&sc1DoZ)gETny7{sM1|kSef>EkkumS}$d2mK3 z16;kW_EeAKoKr+r7n`j2BT8|0IR>nC(Yb!7a=N@6G+IS@GOeZ{5Omz1UQJs352?)7}p^NyVEaA@xJcBn|}!d66B!O|0r z76YtYURPhq6}v!|Cd9r!z&UI@vWfxgqI#6JzO^r3Yp$)$;*VJiaSiref24koVPrHw@FT-V@mE&2&!?NZ`4YU-;S#Pplvo)eBQATMpOH*j$ zzdRlf#`WoXL46;`-}5}F%gJ5U*`%zkzHC@1nl&Q@No9#<=156FPcfSMwp^~OnB8(j zopVgqup{X*_g#msm(?fZ7!5tIvNSn6_TaH+a2<<#Y*%Zwe%$t&qs8ODs&uJ~wVM{K zIVuUv$YUHn_b8LgHLZ(uxYUpWX^}!6%>>=6sUf#a6ooRruD>q%2%dlz;)t09TvpRh zt*fCkc|P{6Lo%*UeNs}ga>_iVNb{7ghRfyR2uPlDrs+(Jlm!?##{3xgaM`u*=BmKx zO{kk_rw>#%ZLFZ?@g&-`H=Rq^BdSfuL&my%QF$-i6fsfBSu$0!BE((5Vi2>W3K>;8 z@1CuDZrx^p5M9>Zd%fQTaO=;PW|x;ux|}034NF$l{Kty+-pzGcC<9G=YR)+e&~;JO z0PgoAJKS8XF`>l<8aOkk!7?SB;@ZqsTH|=kVzH1(OY49uog;)O$&B2!y}2*Co{GE+ z$($u4BUlwh)I1AvRE8EsHq(Qk@Nk`)Ykg`tlu`sEb7rFTfK2Pwy{lRErXsB^l8<>D zM@mJib(M{*q%6eQZOEc+d6vt?IWD3tal6mCliHW7LF_T*5nI~u0>d!OrNJ`idB1T; z?^o|`#+c&S-7be(*2CSmxoS=N)r=J0Bjh0`NW-`|0EUbowkjD*xZ@WZd?qe}1xmW_$O( zEPjcQNTODgC)76X|DDKhwq(rbW4KzEv3dS-_g-4<*w zX`JJ)A~}si<(v~lmzTngpLyW|1Ht~Rkx*`ZC;Q9>EyL+*c0pHuIUI{@UN)0#fl>BbXyaH{2c;gu?C@2xFb z9$=V;usC==a@J*eF}>+0xX&+)mnoknU$E486}l2Ic+bQuVxt*A)i6-Gi%5EsA;+gUs#hO zXhZ#>zL4(jkjkoHCemEJyS8ndgHlFHz=f(1ZCKQO#?sp=sM?V!nk8AxWdee1F)bm( zD*SMtJhlt;R0ihhJfxa(QH9UdGUS{&k2Ht02@0(1DoP>B!$i#}iiNE6<)U9$b>t8c zdREJ*l5qtRR8TuhvXqYEksM5^@`m1oaVE0_26b61x~JmcxyH?; z=ZMIgsupHdiMHE?wyJ7^JIs4&L*-!XpYNa0jVgw=G9;0Rb)u};iR3mZg>sfy%y5Md zfmD@<$*ckU)TDKlBq=pab|j2TaR>|gDJvFKLv`wdg_M98U8|(BO#(JVp(UBZX~vE+ zvd?ZH-O-u|;ZRM^jJ5Z*SL8Y>Gg}IzwdjJXh;XKvBa`zavR6S&ZBZ<$O(g^-0uogX zWe`~qKGskAcdrAiH4UJY9i;5w)TF}vf3Y2T7XkUOg~3jO9i&ikAA#5 z-F?nF$Ng$GSG(`qY*2l~@fd+Emq6_uv-#^#22*UMI;UV%?ZelhwXFKZ@k-H?A0z(Y zaWgdvN}FLJyb>bP*Orwe0l2%mF-uheU<5`eu(%Z&F=-+*ughWxuR11=dCbS#2~V>{ zpOmjKl#Q@rUc>6t$2l)5YT~9Yb}?OL@Vw8u6dBb{cPdZCsTHd29!Z4~q#{v47Kwtn z37ep!GUlj+HRz@5#xhqG5y>=znmzWZ?W$)mLib4`%0n;FvO#N;qbJY9&%8>j_QdsK zXNk;SVM9k6OWoC%ctiI4Whk0ZR>d)XH7PNo)u>SzR6|VkE(O= zT3QI=kP5xA^~`%a(qa~pm({lmhT;8TUU+)Sev$Xt-^a6xY-?>q+hiipDBG!=qOKcP z|C(qcEn7KxhsaUPZHyY=VRe+p#k z&2UhW^p`o`cR9WLwL#Al@1dKmuU(!Z4k$&+M07%;CXW%1tGjL2U1plph_~;5U97X& zw6sO+x@GBof5^FnU!QV^9))|!vu*z(rCH~cKjv=9-kvt`c+B)1n<9W_u2zwDL>AH) zr8`4fy>vSiA5(9*6c;&Lj5^!;&uWsnvqd6{K7l#KA8$K>rLEoTBTzGdZI2pB6cJwl@D?Lj~#H=N1pP4fRe!VPsjEF(8f%C{ybgb5ycb4d>I48#= zkcmdOYh_>DRAS_G6@O{kqqJ4HEV;@8l`%`+3p#S_QkeM?+6w$U)R}x#_W84z3}E2O zHdVhO-}ii6*C)<%!ql3WrIbjT*Q#BY=4aJ7ri982#$c{^%o8OkP|>X@X~=FwCREjX zQ!!;^%>ZoLQW2>9!~hw)nhJ7^`v24PCrgqfNtPvgaUf!55mhsDbC0OZtgI^Nf^K*X z(EtAh{ReONpcmCcRSps1ZiA`_GZ7);eG84==~7n8goyW^zZzHNqu=4=sXWn~3WVj`x}K*Lpy(!DZc@%e4$s=1VFYaNNI zEJ})2Nd+??ny5rk$)cg47~Mi90E!|dBdbzVW+GURC2T4{ek_A$Q6webG0W_>Z?C3a zwXKS58u>OGA8xj!kL-(duD0%v9`CVM^;<9Kbv|m$8~Tr}Ih$IwCfaR|GoK-0tsR0S zE=q}hQaQXF`jt60BReKq|LV&60Vw$`t2+}82E^flw(>REQ`c6*oj^4#CI zP4^~i9P51|`(`gF&$oZy7_C{5XAWPY*=#(#Qjz3ub$jt5A`<< z7nUKsk49ZouFSLoBvq7x$rP2^Jt-Hft&e9vP1H=Km{L~`{_&3PVmgEYIlNElEXj7A zQkOziRlBUJ$UyZODH77~Q3-d7l2xm{s)AtTK83@K8hVr-PWm}(Rg zWl0n&vwHkVTg6Mb|N#H|hR6~)(F#RMZc>@eOVZVzK zHW4=~5>QBdbOH@*p4~r&n!TV&SyCqOMiuwVwL~O!v4T_;6M<_Bh`I?7#6)JnLL{s= zm9_@fg?VPq!L=HFO66h%!9+qdh?wJ3->L`zDp0D4N{Z2^^+ctVG|>-CG}U*FowZmc z0T-B9SyEe7s<=vrG?HekBp_+lQ<#n=wMdcB0!yL};8{o&VL7In*&*B2?F>CSv|oGx&uH$Qeb;AvXELLRCUlZUUTk`ReBCJGYF@$)a_8| zRTAo=B`6VfuO*A!{nklw?vjZ#(p6-KEW}k#j|+ zm_f>fptu^D8Nmp6z)Y1|AXsxTSQQKDs$wY=Fb$jPMi;A1GK5s1s{mb7D)AiOGV*4- z@v}2WDwn2wny=o{d@enuwp-YyIb4#erIv1NTS*5>mohS*Wnm^XDgB^9@HSVq*B^i+ zdSMmXtRG#DzNy7_%`w)BDnP6tqJ-p_wZhfRMThd-FyMt(~Cg z1xWEuaOsteC>W%qB-j57@R|0jMQkNDi%2p`7p(*pkywN2JH-G2XJm*A31sO9ojs8Z zb$Y+eTp)!DoJVhcYsMxf%|xm&7HHOXHeFd;Af0ifV(PVIlt{CYb4L5%vEBO5h&UtH z+n6=fTBeMpig%OIw7DNyp7pet8ols`!I*|>ZkBn)`O|{K{ses~-z6ty6V1%uv2x7c z;yMqY<7$$3%%0`_IQktSS7Ts~ACI5@@@pXHl2u+{av5Dsx2fI$ER{raC;}AU zcXX_Uh+Go@v@{H>=G$RkSg)}hF+Sb>Cb#i({p%O`r*&*|mvKGh{jqaWFomvL22iyb ztm$-F=2Rae9&5ejy4+=JeN%UL-J_a|+nxdgFqx~=j~i#_VBEU)et+bmR2P3A*Y*4Q z41V6a@3(mMw{gw)r?54x#C3*K_rC3WD^&_(Xu_(iG8|>htci@>zZSnIM(xGWV%%>9*lLO0r@`2F$h{ zdQ=InKlSYey|Z5D^}N=zqFsUb0?u^E0c8=JWw#mYm3!&;#~RQ2r(2VL{K+fh@w?=Y zF@LPMOc)Sh`=~^2Dx$8!6<0Z_(B{&NM_hc4bI=cguso304AhM5UdDwH&$_N2Q-5hA zT%fyRN1-BCt}(C}OJShuhfRZhTc~TTlM^E$5`Kj>aKH8P6FP$hmGp&b!<#@Os|?YHBzSbs)5V`dH8>=6NNUKS^RKAs!J_e)~9zc3(J zQD81%RjlTcejMJtsuDihf$?B+xpRci-oKwV}O^4Z0@cG`YhH0 zhA5%O=cNbvkOXdVyL)%u0OR{)gOPIE4^X}@{8b9Em4h03? ztpfG~Jk(x1yOv*9hGnqkjs(l$U45fTRf@VcyMh4PCemnHnyASbX`dhfLdyk#NaSp} z7j7K(&bQ`uasSN;;Es@m*RF+iw++*SUnS|VkBK#o{&QWeMkx8kkjljv9H$T}t8 z)H3&kc3F-^h|q#u5woq9o}*!I0{2bavv;*ey=%55JG)ayCIy6>Ma{WVQo>z42~8#; zb#QHxt_-e$7ERTSO8}_D9Hzpo%y`zETVvXWc1u~o6ImoJRjy29c~T3hnHqjeyB#|# z&XCMZ)*@GFE{VK(Q8Yv|Pz0&fOU)(4nbdHP)|?ah1ZI~W`KbB^ellUhB?^n4!z8Hc z;tpm_!M6LY`4gf^V_8Bs=vdXNpx1C!RW%XO9)%TECbm(MIw6ah5oQ6!X5Q-1Q%bc< zFR3U(yt)7Ef7wd5L@%(oR4%vKJaRUmi36@BGnf@wr*qd5)vb9`SAN`~E9UtQMM#D$ z0v6IpRJuMs5K&@;`N}G`zJ0PCIg62qBq>T&6_J%w#ROid2@(Q@D8Fw^1|5ltSen{k zq~$0vin@p^?-^QkWv#VVM39S^a}6@Qb`)w}xFrEKsJf)DHEoq{Eg-X?D(;(vi)gIU zEPzxcKtWYyE+s^}fYc$HYLX}|71R5hvL+FwIV7J#(|zmr-`;f56obL<~QB@WFknSQ1&Aeo-ITKVRL?Je35FdIvk)i;m zf5-F3xun|?iW)xh+Y~Jw`qShErIHijNJaLNrZ>2%R?X{-dTQUBb-N4nMP!fYBvD>V zb!p=!zN&HtN(#L-H(T+MR4>DayxMK=dX0ceB^XSp>1v{(VkYL|OQ_9T@S1~Y{kWs= z>ly$eX5~C~zfI9q*BBS<*3=5FdM(TuDeBfl+Iswiekh1dY!jGNcZmn(IhUQ01=*T8 z6oa{b|2~|}HO(SNOW=bL+BT#gOQH}p~jlZb>mHut6 zvi?ciON=iiTP8%+%mB@4tnS)9zNPw1uajA8?;^yt!tHl*n7xR>Y}@=*ayajL`^d~T z@0+T`XgRcUrvIXH@(8g7NHMcc#+C6}brCM&YE}?|3ZbphOSUTUk`{dCd6jS4FLqZm zw1S$$B0Ljs^R3J3R-(#+s~lNvz3CTU??w8x`=gn1yukMReRleoTVC6-pMLz?kF&4w zD_?Lel|^(x15!kRwqkv|_|iAuzlh%6)uiIH^<&@Gzy2SqDE&?=pew{}>(W(zn%J5V z<$|Xk@9&Y(ny4j;L|5^Q{{DFTmeQ99EK|fvO?Okn zZ}w?mF5wj`=Jm_*vVA&s-!-S^Yfi_i%%7zd3MjKxHhe^4Wt>;ZMV*4K-h{nkM66hO3Jbh1Shr;s!kzkKJU63x zOWRhvrCOCfR@}Fy)YeQvRkv-YzR+J}zMnC3Ri%jbP)T1|c)od3(nRXc>z4WMe%ssq z5vw9|a#2I75 zo!51(tHhg$UTdbz@J2xEQ=6nSO=>~6PKrBssY~N4K!8; zGeygt0*N$8@WoXHXRJ|_?wd-1RZyU`$Q70%ZrXPvJ+$wBv>q3zvfpkV7a!92qIBXW zRA*XUB2T}0;N>9hL#OJv^>S4W8}BD6d-vXaJJwodyim`WQLie-JlDF^_I4cIa7!I; z?=i>h(QqSLt&+I5W6bTSHYu9>ZPW6cl7qd)Pxh_ZhFTBFG>Z5U&@s-Es)kC42w~I_v#Ya0vstn>%Nje4m*hE4~NE9BsGHFU1jGcTEfC$OsRTgdvC|>os)zW3lBR+k zM68TNKc;!lLe8p6e25ej=kq6M6akomr7W+?_;ClDi8M&hw-Ag2cuD+ajbaKK1q&6H z>UlCgENU(y=@DYq)eP!mT@vRS<9^>&dlCj3YqPC8n=(GAe@*ChMYMoPBrhhUo#awU z*H$Ry2kbluRgyUrGL0qLC{09##;PcZIm>MNo`y*06` zDmb6);w@dbO}>tKhS#%Ux&*U@60OuVOQ}W!jZs`ss!|i1*@B*ok-U_jxcUmm_$ngS z&D_j=Ya-ZU31osQ-jozEP*i;-x0gLvFlq@E(t1|~MCKJzRw$SXD+8ifb1hpPKLm;h zSz>sC)6341O`y%|j;t-^zcE;;Xl)v*l*Du=|fxO!%yN(H`0DM%F! z*kE5J3$X_#djSTKDgv9E+K#2_R*)sHshs2AaTC$|a0l`RV(u4->AdU297#vuddL z*gslSy{(u+zwKSzMEq8ktllES0arC`E?a8E5=J-KO`TFI*?O4Wi-F-<_booF@a6tX z=+|rfH^~~2DLR`Zs9Bwo^@sRq{r_Y3zd^o@>klQl9C)gK_`kM9x4N~W)F4e$g-|nf zjS=tHy2Scj(EDb-ajPfDY>sC7=n8dE8`L`*Qbs*ftY#}JK3K?WDiyu?X3e5EW?_|OX#q_j za%g+0>#UR&@v)?>TFkK#kY7oGhUlXHeY}RWFku>4A7?bz&8!0ah_srrGR<}CLXxel z{3`r>o({UK#^`#PwXk30@wAznxV~)M8^<+=q*m*ylx!7J+7u85++GdzdR#HbvhagN zThr=v>Z(uFTd5hIU1BS5X4fs(ER?5U?53#&XNqXIeIwbmNXgdUqcWbgkf-J3s%pmG zOx$cO2nrd*$|)iu>V=?-gj%P@6@RUOhNsk#uMzf^|K7VLA5(>RxnQk6C2L+!#gY#w zg$(18{w?D>mo$56{T}l!Jq3rWIG_mtRX`zWggT$i=%uPnoQsiF#e6YD%sH;!y<4x8 zpzm$pxBn9L@5Q%O3zbF}m{0+)ip;fwxiZsKZ?5Y3&sb|~aQzHO>gfFA(`<`JgJWq5 zTa*|}P1toPU@j`Yd#p3XCq3}cWy*>qD%V(&rbVZCM2?D93sQ>)HFMkL$K_&B(@cqp z7*u8kdarE4t~9Kx>cN^y0GFw$P%Ft;Ii+&ndeb&%s0uTMFh%7m)KmW=+oP(jaMgsp ziAJE~x~a5+aUm02P%%NB<7Kr5IaS_VPE{>@$^26FFPUQL>Y-AUjP%0(JRhN;Yuh&J zAt4c?R$3d(UD<^@F)Bi1DEpwBb~h(&1~S97+|}VC=DOqWVj2+`Y}sN`!Ea?rCV>f0Di0mM)b`rL+u7 z(?zQ!Cc_e*t+S+5S}t&Nz%7JYwdG35qEe{oCxD8rj;z&SEfdq;ug6?DK1b% zeUva%NEI__AJgOLL=Y>h3Q@AdjuKy~jqqYhzXT+rF3e~#rJg;h>{Y$g zrNJ3c&O9qcv5)dxmrJ>a$!soArJI_mn52SbCGY-(GLfi4WlE5iH7|RIh4!+7604X6 zDb3WbAGTfKL%t*}p<6T18^Xv;K*da9+Ay6tvjS>%XeaesN!&RW7g!=ngNlk)t>yNo zz?gX^QHG`_rb<~HFwwrN9#tC>)L~Als98xtLMm*IKJ(W5AM8qWb5qHh6jftkuG`sE z+f-9R)0+rKd%j&2fN5qGvZ$@WdwJ^jYu$adW*1G2cS$c9SLU0TCW=tgUg=dd((rC3 z%?0#aNRcVX#k8wzgL)B3D_1(eDw#=i?##wq!X;P|;g2s7kvdk{OCr)T$X&7cdtqOlsz}CTN}uo9rV>c_%95uPc9;Z>G(+ z_tz=Ud|q43HZe?QC+76kY-=#1FtA2qfKgRgIMtvi5TuAOYt6NG`&B#yK@Kr^H}yVe zt-0FPcimP7vtZV@j;v)Vuu@rtrmCu7%~&-ML`eGPqMK3;8yoGSTk3t8rVBYB(=n@2 zSb>?^oBGPigvbHyD<+My1CbF=CwoBm`)hU^19LnL>Y{4*s&OK)i}hiHJ^W@aFL>N^ z{nc7_;e{FVQE5od$9i>0x7pDuw>4YV&^2$=yUKOlW<%x5v`vraL(kvmNT3QV7e(uK z)4o(;b-^}jODQP0!CMuVP*lrM6;*3VrAcZ>Hql~c}36w8*(_uExFEp4+Rl_o>;&RF1M-&$jf2zfpDIOp>bc=)H^RCbRU z&!7JC6=P)EQj`p-r8zuWtw9({z(f3Au+X6q`#jaQ*6vN4Xf-aHC2!uRBSoGmEp@N( zR*%N#@#VMG7?ws8nxy1-kNW+2{X$D&+o)Qu7t8eVT>aMqtRI~vS(Zab2scjK_EJ%Ty z_of}BxWEM(@V6a@J?nta`#9&@Cda|!udji6`p=)6&1Ld#P5nT%7d_#YUd2dV&8nkp ztk>J?&vU*#E^IjVjp7+2$GP?9QXAJ|SPd)f6WhR?e|%5M3AJP>|6=o7lmX&l)SMg10v?QrWuhNy$pd#hSrNt(oD$6#^R^eIIAYFmZ z^uW1c8v1%!z9HC5S50+^uO+GBxtm z9zRhFeaaR2Od@cY%f>?(r9}&vMor`dkyfLo+NWw?M@YnMKDR+kPrgWYUeFdp`y3QnrpRX$fnI|5kd;dM^$< z{~S>!O*Nvf&9ga#vyx`FVLx03%c`n!Ctv8YVl#P&Kvk@)fCP(Dlw(G>WG1A%KrpIY za#~hZX3n#+X@rzmv_s@`$v4xHd{jo`U1X>a^UoP4EQ2$0l5XY@J@X~!|6!JG`;TWF zL;w38k9NMK|L`=fT=~%XyWbh6g)G@l0V+2UniGswYjSnns7e*V%32z&3n=gS_lry7 zSPxC0^{vn*j2tD3EX{DFbfncOC%o%&&E1NUl{Lsvw_UI9omDGlF~lHhH0!%XP8C$4 zxiptq8O&(0HTWesLn+>ab{Qi}VWC>90;ML+H63f1!&Q~Y3poTERhQa+enzI%_im|> ztS*FF#P$;YC@BUNhGk%x(fKfFh36@0$(2@g;CrcfkQ8gl zb*=p5fNH8=utZ>?RWw%LqA4@6QcN6RAs}I!AROwMzEVZl8=J9`!Xk^Jq-IhU<}7y6 z)+H=zeHd$%UOZPlOt_o7H=$Mrfl^}?1*#As2oWv7s6ButfAFRAU>$qKace)yRl;pi`5J|r#`Od%_tyPB~_LD_#DD%SL^IsyOx8o z^@YJ8uvB$qWk_#LD1bHJGXAR4do$HOVVSw2u87_XEn&S%3JOzmBYFQh=P4qA-QY^& zlzP{zmnFr_s49hYMyqAn(_DOOVi{7Bf~2p^<50|z%Z;{X%;)IM4aDNiAvWASwUW7z z*&u`NrfL+5eLQ){Tve?Ag)v3EDa=iF-vuKpKh(Prq@r9)VeMXVR)s1AMKWup3YQ^6 zdZIEGGV|~4BlQEnb{&`gkEL&!e-5rC|NW?!hh2F~AT-Yp#>G{k)r%?VwyI_#)y-5r z`YCF)q?QTAx|o+&?)?k&S^60Ku2k_<7Y3`!-POG&M?`~d+or@{>RS_4lO~`kRo7ha z*ZE8TMO`9DIB6?`6>C)Xqx9VbQadutznNyM7sqFfs)0GKxmlH^Nq~1=Lc>QUyA_!* zi04|VQlw5+eE1kGU8pf_BYK|%X_C}hjb*P}0bEhyP%r`Q$9`Oz$?Ky)1>{-}ndQfH7h^HbGcHn=FIan zNp8g#g^G-Ex7&4%_qep4c0O}LDz)9h0yQc7?wOM0*ww(oO0^zr$2iuUK(!2Z&!^?{Wa z*BookT~(Rjtb(@l+6~zp1#zMB%K3agxbI7}%!`;AVkUCEuOHsOh^qQ7wpV6IipAs# z;_&Dp@tI_{s4FwwFBJ#;JS%{igp>G)Z|(e6HBcDo9FMUznFd^R^;1=Xn@NxK5e|K$52=k zt==n(die=v^|BY;hU~HgXXF@{`&3hNktXPL#Uxh@S*^M2y=GtINj%uTm0ue**I4Ur z`e_p(R?NrS1IIyEo07{=U6rUvEvV`WdB*FGPi7(b!{kQU4Ts4`O&e=X5)vcEANT%W zP*O9cN@erDb#D8Y*ZgB9B{LwBi4rWVYrdJ>$rlo9Wz`AJhOX)@pH|CBu~tW)v^gX% z7N)y5wM=N00?5c!Z<%HrfH4Ls%MzB)bv1bfnp!gxp|N=7I&-!555-y)s?yvH$u;ZB z{r>h)td?NF0u*MIz_g2*v$9Rv$J`leN*yzwz_}egywwFRyYgI|v(wAu8N}irNhX1&{-Rq0bmz(|`3U#w)T~fIg z=S4`ZE;$|cpALi>MJ1wtyx66s^P z2Inj(OEwMCq}9ynW_sMD2<=H^*??4_kg5Z66*8G_rM$ZRV;HSX6-G{pqGn;OejDR& zTT<(v-*5zIE-!M7{Grusrs@xkrwNuLBI5Y^tg+_22Zfjd6g61|F>^C@9|93kH>2nF z5J%hAnu0Kz&x!Zo&a8w0mh0BgcBNufimH}vrIwURvY=2=)!Z89j1`xNxHtPdOgC3f z08FURpjxSnZnwL1$u_Uvs4k1~DoDRa0q}Dk1$+|75)B*(9E91)JsH@7Gt> z-yq)_P32Z`Q#|2k|MKUnWZ*q!qQVARnu>b`A(9qnhD{?j(-vxeZw;a&=4H)~ty7+l zF;GJp#zrJQhE0JQ5`3Ktd8kXG9G>4`^+`K3ToLbZHwtJ`JB zDk)(#!`-!{G=dq$yR}cyllD7wN{aIJ*&hbW4=-@bocXLZWy~g z!QZpqv8P0ng*rMdOg>DOqa+W&%CR43dz!Po6=X_So?G97>Tv24Q2WXEs34u zCw|$69(;4-{oy*|e4V2`&wM{C6Ry>zdaLG%+|P$+^|DW`?=8oAUaM>WpMw8-JJT1h zW)$DvC8s?0ZT6weuXb$6_54u_H~qBB>pM=H`LfvJgg*9{+1gs?<5jLbj%{r^9~i+B zZLigD4_gI@-V*mKZ%bdQeOdDIOIeIuTIgHRxw^<+Zjb#YdNjLteX;U2GUss9pZRl( zxLuh!Pn@xSY|kJ2SmXYuTx;k2;&qEtt{bgDAZQCa_ z<@3*>+uurmRDa6x=?u^3`>U_3eGPW>R?R0Xd(+!1wquX)wk&x&+x~C{V>|2ij+Q>` z_xHBO{twY^frmA^f2!@*%|zFQ5J;~anD1K{KSfzr`J{dusFNhW==ED)RDOx+NAfm* z^!af6`aXZ@{gI2JJ~Bcfn=B098TJUglcS4TK&w#a)~=4Uw3hu)KQxRJVanUJ=GwNa z9~ydl=kbi|kz@;@yT)ab3yRv|mF2M>JfQ65wIQ*o*7;rEAIt^Ye*RjtL}v>x`0 z=;sYGe?0|7VXDHR9n#{$`OPLJZp9ZuC_ka^*<|^B+UtbxCU=%!r!K0srP8M6DAnfM zan8)Jy?q+*wT}Ps%xlB}`Bd_l?^~W*?|+F_>0@9@^S#|YoR_NXS6fS8Cbwc7c-|J; z`>UV7{y0K(?J~N2DgLM6*U|y|Yxpn7w#~k+Ui7K0yqj!X|Cr|zT$_oGz)Eh%*gm@~ z$}Bw9M{A*cul1K)Z^8dH2P7_)xl96wU7ugBFD?&gyV`c{zHUiBB_24RV%^t{w+-hj z-On9*4qA0 zJ^sIg&)4Svq2JmW^_(gyixTpARQ9k>WqiC&9!nSH2V?yEr^i3MjQ?nwf7|~0v;EkR zUrWAh_xCn`+@9;U!nsXetNnHV@|TAQwq9(=dyAW1)8_9QfB6>A4s7|l#{Nvl#_rEH z{}}i~cINGf{kGaCm;d;p|4~-g>$f5)kK=w!-rnZEZZB^Z_bJHmtu;Sv`HS|=YUbOJ z|LW~O@6Ug|*8lIvA-C)M@#BBIAHQ7x@G|sQS+8D*vEEO4RxN$J=_id(8;>cnj$fy5 z^YQ$x{mHNYbG&Z#)UWN+_T{#{|M=ya>+^QDKfSwGH(#-?>!CWt^Md$`9j~kE`tj{P z=hyCAZz1yI(=Srb+uJYq^`Gn3-t2aA+iriQVmsCNa(?<0d+T%c^tFHaZod5WtRuF2 zern@RG^ylv1upN8<7M1$w2*k;bpG=CwK~z$H;N%)B0TKu0sYtG%b$Pp>o+-KpR~Wa zp9Wp3p*dG>7k<_Ip~sq%C+7J_`0{&^?_17ZxRUMVYvwPv({9!BkkPVDxj$Zy=Wp`M zKLA-kroUbC^R3>8c327i(%1P*etn?xzWViJmHqh7{~P;1-~aM9e*E8cmjC$qr8j{r zR+H4n`>K~-Ogk%I?nhg3hXv}L zp}+L6wqFrH)pxm%Kh7U#eERc0Z29T2eTlxkN_FaKWs<+H7yMOUeOvSGif8CP<+a)u zZTnqk<0k~bZ?rW3$F2Q(Y(cec$(JmBToILGD;{o-W4rlZ|B&zB4TMNrykooX_iz09 z0POhG+l|k8MBcRLDD{8S#_e`Hdbcs~{;qTRnxB}p&7bkFk>Akbd!FZbel9Hgy4Y!$ z_Q&$~s)+Z8Uw=E>*SAYkj=s6BH($@KHm>^*USTkytt3U+uR2B4v*hN9{otZF45~a^UJ#bDPFcG z9=3kAwh{em_3S@py{i!T?YjMH+$@5<9yj?eg8cj%zkS1hBY(=;x&D#9;rP*E_v=4% ze;qTi#x8TSV4f2d=79kx+zzc#$W64vg2>E=ND_sh?;PcUJ9Kh~c&h1TQi(SF-M z$%s{R9&_yN96SQTqk!_r9griCR%d@g>sE%ykaz&F>9+T`iUsLwWZ4pAqG|BKJ3;s0v>NAsmf zmdM&)^mAo2j-#ejthPn_RQ37EPxX3R2Z_)LpIxobF6aJ_lijuLBD%&_ys6vBV~t!V z*QuF4!_FZiw8YbdT}4!dG=vF25OVaWQF9_L$=FmjEthy+6bAgY>8~QsqOrb5J(^n? z1cRO&!!Yn87#<0ru546zH&?-`k2EY=_q~xB z8HHM`a19!Xkgl@|OnBGUh$iZ8v1hQvO09$y2nbYk>;59bRY-!gVrIxS;Fl{YDF7e| zo?OeW*wwXb^uFB2m1|N8Qf-W3-ql6KSvq25p@1>Yz!IxDW6k2)B=>*)kJ-cY-8Pjf z1u4@L&s7SQa~eGfsE7$#X2vQ&Nin%s{;Z6I6k5=zXT);pbDj%m&5LWr5X#oOR>=yN zG(l<2vgt3p>HhlWkEdOi(G@q*;Ot*2XojYpqGSm2T~@|Fr5Ct-d>yKi|(| z)t0Nlel!!pC$*Rn%aE$dwllg`YtW`pp~Wt|Q+~RXkRk5*3+)gczgN!ORHd31*-yp zN;7#G<8QXzTECn7T3Ad~Z`J}6t*A0ohItSYn2G!LS=WKsV#Ugzu2b`s!!qApLK}N; z+^|9zYXxFmnKna0p{nM6yYITy?CSIsSp`&9A_W2P!ph76qo@f)V;0BkTDn5$@Suh? zQ?<>vi+>}^teeBln=WH*DifY_jrCknFg8(X+(n)v&nC~;E^M;Z@m$PkSN0dv_MtfK zVnNZe1lKuQMQ^nPx3qggA#o++BM?!O@k}x(tBLJ)D?2k*aRr!;e| z&hub7ero-g_L;bVxMD7Ln0srRv4@DMh-$IcOc1pk;zvB&IRnC5liRWgw}TUpO=9Ym zjI(CsQgv9fZ2op#pwm!T0LANCKi{LnU)w!dZNIg)f6>QyAJ5$8lh<=R_xFcXE-`o+ zDxMIoK(V!1^~_US_nUt{zG_cb6yC&6lh9JyvEKjf877jv%#XVruawZJAh8$;7abSt z;;y%iyBz-yC@WX4C3PlC%5**2b(Kn~5GX^s&L|~ZYo_3v`P`@E68Ns+J;bB zpZEOq@>i@?STCpk!x#_yfL!dYAttMtv}SdFO~_c$_)xpt1l;G856x!MD)Aw#krEMF z|GqUsd0i8a64yu#0Dt_1?yT~DY_7H+&+(k&`g|N0W=2H8K*(g}3>EB)wS+@HAV|40 z&F$oLV{5MMmcoh^@qNv2?zfQjC|;-~P?L&!zs|Ss|J}jXwX3*gRb6p?s4QEP*40Fq zs)e=I9P#OMNz2H`^?1trA2)Ds9?a*vaPNCR4m(h{tDadPmP=3pBh-irm|I78*Sc~( z=Q*?7XBT6{e7@O1XF#M@Rg~sylh2U*Spsv@!`qR`8alb474v+5`yn}1vBsmc!Q%1$ zJ%+cYn^`koTscBAnp(YVk*nq`CO1<+6jfo;Mhb-{#x<^doA4$E-L?>~Sdx=zWA>7E z82ZXKvI?EbMr*5dEg+}5ma0^WnSOB7-PZcuT=vGzO|_sWg?8{-?+Yg4TeoN_NNX$P z?b55{O4$H!e&5>NWHT|$mRdyDM5D`&I zeU|!M!ic%%sj1f6CaPM6kVmPr3$>+u&@@NY8pKm;nWCyNGZIF#)@FYKVqB@o>rsY% z+U~B)B`p}qDO6#pmYCw$bF`&66DtL#=!z~{=H6H11nh9_-S>vQ8V#$jwUT?Wr|wN! z$9{h5h49N0jLO9tjxZJd8ZgCz!`*aC12^*=4FV=%y^-$QBkR)-flZ?npf6j z6A^LSsj04MQev%>*9NvlB!d_x)AQnd>+L4U$|406k^-vL?stPGn-V6DT=hXCE+NEJ ztbJU}2Aq(2OJC=Oxk?4WQ(|=|_9+)!>}V925^fL`_zr22U{>W?wJKGW0CbgBNpnmsz#GwxLq$Lr950tYl1MN$*{At%$tJ#LUbcC{YIfPHol#N`fd_ zF7YHq6&-*&tprTu9E!gubNTmNt(0nHOGBZMMFT#(wk12wOQ#7e&4L%L!G01_VqTdfNv z2(5&>_pW7Gi0x(P#VnC#vb7Zr=_1u*G9hS{%&MqX(v|nF_rw~RbT2eTWnm_6S8pl} z%Uno;L+2^H?Aj?zBU)4M3`$y4p6lWgQ&$Sq2@r`yj!Bhp)-_h zpjKhsrz_P;=U`Qpnr+s_%KxqdtKujvbItLO!gkdi1-p^yzYfIaJs3JQf!3f=Ey<X<{k zshT6Bk_dD0-iLIkBj6>?tczLRW!}#FyD_8|WeP7qOg4!9sEriO&`FI@WZDS7z`Mp5 zX@mJA>jr>6XB>r*Buk=}5S(GwR3JmuN_|1L3Y~NAYj*uM+i#qmWhBi*v;>>-#qWPG z-$$imw{73Fr*Mvv{#4IP5Nfe+RUL9)t% z*L9VAFpmr{rAnxZN%k_7PIV~}TZWWYZf%Y%1zo$?PGf44%QwBKWy}vp*Y!sD&CAQ4 z;iMA1nXxk@mlKt(o@?q;U3XV;O2n@6IJWcUc)m0Mz(CL+bu2A;nYoI4 zc|VnqRW;utzT;@9$&^JT)Z3=6>B`4bB1B1!iefEu?ACg>pPeV}G7hUxm$V_zmrLez zU{Y(TuVoIs(a<)n+rG}L6Sg<^6lY_Nc+cY>yxnSldpw_9x{E>LEpm4?-5E=znYXl- zt*N`7`&EnGn%}PHImUDQSVj7OLOaUdlaJ)Pc%$rN^=-}Ab|d_`X3XcdHPh`({i18l z71N}nv}TCk54(>Bs;tz~)w0~!khtdh_Iq{X)(W1GkXYJh!k56oC26Vl4 zA~?Qm_A_kO>n68PKi+0=qR#f|)#<@2>C_Tu&fc54iGCGHsrQJhOLlW%5E5PRVp?V|U3np69t%-fl0Oxh4g;=Jgzxx%D4ku3RzKQ`ftAv)0f&X`q)hPi@Yv zp%BcXy0y*haD(FNHeGC1FfZlq_>Y?R<(Zc1UaslMfQYEnR#)b=nOc)vp@`jZUT2_( z^uC$0q|Tg+JhhQ8cAbyPhw0w@P@|GY09&O}%o~MV*D1EW9G~8%^{d*_XK!q|2XB?Q z31lP?1yyMu4!%I8f?8ETFq9yQt+lo_i}&UYrY4*#Rt<=u2{NlrXM=TRsg-Ypk7`2= z0q63qb`D!i?XvcL`#Jdk{F{$FuC+rG^+fKmsSER;n*5mI}nIs166q!DDzXs zP4wrgtIpG#c2!kPtHSBoRN$Vb?<$prTF5bEf3&V$4Xl;P60=R|+#Z&Ym|b8XAJe8B z*cLXjeUx29Gb>aQlCfM_V52`>>`{s1S@gqOZOx3BkEZUaHDwol6KXV6v?J(eKkZohOTV-3Pn-^6-f-q zsdY)buUMoty!76kn&Vk(7Dv>k_-v`LS^8dfT5DCuEOb{yNs*?>IA<;rb!x#ArK3kz z5MdHtst^Z4AZFHtrSwLeN6{x@>Y}X9MV>;s{;Bdx3{X^DK+*KBF$3&YoAP6juuXOd z%8!JU&PuE*DMqaY$b0r5@3WD&t))zt@pAOAl|Q8SlAel`1d0hnZqKuFX)YkwN}Bh5 zbJ)0s^i0lKDtg4ne>E*Q&^_(gj}2-n`gM6eeo9sH=H2ZIU9Ftzsl5s7~?eY@!5KR)%+Rb29`B zF;oF#2}(#rauG;q7E}$ci_+BKI_KQ4OIs6_DwaT6Co;(_O*O(KCeBN%TB+LHLJBke zHuFCSe;R)8d9`Uj_lMv`>W(!+z89dP(olT>L#jrNYStw z;S}4q7D1i4FYUSqgl)KIJVP|ys1Aq(G(wqpmB`FYak%)g_nZXlS#Is4Qas2U4l!h| zB^??_8s za0gYiHAv04BH2WmG^l)_pGugyApZBil_^SZYk948=r^LP>@=*@iKOiGgEfMICfa}o z5vr=V?U{o3AZ-9DOSMD;oLspc0ikO@)QwS~v@R8qT&i&2L^fd{qrAk-Z3j~j?$sfQ zY*or4SxO42iFTUBks>f~V_7hOWhGo}q*j1Q(Evj^4Pm?mQOdw>X|qVQR!Xvsyz_HIAK@s;g^l1~aUzSfiq$D(AdL zYToXSl8AwF@I4{2n@Eb#O%7vkk?&GOz-g{T!2cXqOUfLgF(T~(1# zsC7Hk@Tu(2QU7DjOQJXF(tvz5gP3Mz=0Z_2M@Cm+{bLHE8vRzWmz95ErkGp71UIzNv-0uDl@rGqP)bQZl-S0w%M>xE!lG0+GgG-VssO!Hsg<~ z=KYRlT0Pa!H?=Q1nm7vvQ}RPVrv!z{L{oUP=(1#04TX$fe#x7WBG=+`;VLCmo!i`4 zaivdBv2aaXE#CK+|ICXcN5lxbCQQ0%d5Wr=g_Vr5lD*f|NjI4gdK)JgML(2Mn<^1nX2A>pAk}yuY8%nul8IX1KkscwK%vj)SnvwmiL7mTS@x zj$K~=vsm(0rJi-%11V-NZ|9nJ?b}+_YKGms~$X-)~ph+E#xw|A=if(Mt}md4C?8n)Gg< znND}M>UxRjehU3v+A>b%dC*I)#Y@p3S~xx#z~@ZVnYbm|WxJ4!SW(B;yR_D}?NC0> zXQ6m&^`ej8pKVJO3TQIkRHI~at_laEn^Trs7Q`13kL^vIdM+gtP@KXV(vA}%rb9qj zOC`(0Jumv}us3)f`x24q=3!>mX{z+~Tsench@yvDvsc)+(b-lOCi0aWX|tnn2pQy#e(p%ZP&}t<8d?|Mv0oq6V|&9LDR8p zLs^}E9Fa{`dX@VXeN70f5S3w{?$BKAdX1{dYDlgFv1hC^xyQ+z#FW;w7m7^LG(R(v zP$8?86hy=zHf7t^R5&)(uH)G2oOj7v#HVJrTa!wpSClceZve88<+%cYnyNJ7$qZ!q z%oUkb>5Z)qH$H=&b%a-xscE;qf+yRy9BU<=?$15<8ag%`=i!f!9YoI_pCV4zRQ480 z*c!Um;yS9!7rtCujua(D)q=7pXGK*cD+ChID6JGm3EK5*@mV|^AIK^g#LDX0ytO7G zYY}cum7-NLlJp8!8^hY$dDc2s2bfw!R_Oql!4u*umd^_dU9S-9+|0UJMV&lWzc!X0 zRoWV1aU3y^UJ|u;DfXLkpui|%L=$}a=cc1vvS1(?`)_qvBGsOq6}}r>{oTi}C>EgX zmN?@$&l6fN<>AQX?mrz;^E9H)+`!h6wMRZliG)WqE3q?hue^(NWvjLMI|2Xuva z7N&;`6;{L&<{9$@%leLoDy=ujql#-Ckm9&UzIm0DB1uD_3LZEIYI25(D=7VQ-wR(A z-D{<&N;7G6uu@rhOq5gzh;SE0)2m8fDPA7o85t8z2vRiWI>yYpwYYTs8L8qTc2-14 zt7@7|$G>TpWx--$os?9?UMU2d)#AcFi~ta#rWrWr60Vde5V&STrU$ZBq8P___94BA zU7*N{aQApz$O2dA>8cJnuxAcub=A}fDsg$d^&EZm#B%FB?Yl6c*&}e z@WTb{Ol7jDp3^hg&;X@aX{HpIY?2Hw4pz6OXuc|<*124BW#HihP2f?}#cT{%TbYoP zHdF^p7czoK1GUB9%SbhCOilPnPV1pS=1d}`5rXQhFakD2Oo6qM@LCZoBhiP%a-W_` zM^WXIO(iWUU1iG%;3)zDi=(3#Bk7e)YGoQ9tw{x~iCHTSjfz~AN4Xy*J}a2# z#(y6o)kK!};t9aSR7{IN&_qIzVlKpCYaMd|2rmF;pXz0sbN2oZ zl0X!*p}rAod3nwaQB`E@J6hWa6_)4J@WjVVz5oD#07*naR8~z3r?2?DNGPxKXj4aS zqFXa8amYzaQ_P8qI~mr|`VeK*^f(Oc)>&)CUBrgHkg>@_`56!1n1Mish?oeg z%Ga7tx&2R{L4dTINXxp-#TX<4wQ(@rOQta*J7^ z4<2&;T4J;DWH^^~>d;rn(70p^?PG9t;Y@|_?rThK4-7ea|Lb%LItJPap5bGf+ zj6LKCeMxy^+$~)Y9+C4za2uCl>Gj;7A{?HPb@nzg()TBT?QL7f`G^>VN~-089L0I8 zk=44kMruYdkxI_=pnl%bYr>=z)X(^Kxs4suBZwjpIp=&}UDvCyx&b62D<4`ZVA?G! zng{@2;aL$lm-|jZ83_o*wrwjN(i$^`JN>{ZRaV2Yk7UIPX(L1A^AIOHxwE1BiduUxIJSc`iqlicwpm*E0DmhW+~aA%srJGDKT0cZSmp+lZ_z$mjA}qsF%? zjf$v`bd+zf0gD%U6=!^M3eBtmh=}dk5Opp?dnvw6oKZx-VgE=l+)DzQ)6do_eag8j zS8J*=lAWoTd-!o_2u6VKpMQ!9iU?Vs$?FQZns%{;!pdT0rV8_OldGB`2^O+A!5Sf%_*D9MqD@@rv-N+AFUR}}m_Ghi*4 zED8aX)#p4cS}K7kK`Iw26{40T-*=S&8k3PoWMNiu0HK)@mQ|ihHJeD5$~DU~T-FrJ z@;p{rn2aatOd_!shN25)Rq#{JSJjg!DXORQ1Z+o@iK?l#R=_+~M&XxB9CIW-3(h$s zl~mc9t)Mj(70Dt)D$krkft3tP%OkTO!mF}j=I2iighxQt+F)xu9|iHGCnGB;V3RTM z_-KtLTz=+4iivA2&kl+~F3=)XcSA| zCaoW{HiJoNJHd=-;S%9R-+{C)LOG|ElPhi3lqLw(h{9A=m$6DjGYi=f=7&q0 z+jjj#Xp(9s{9Gm?i2t+Ke@Xm{)l299uE|T(znuBMj@l@mHP@Q%z4xJJ5OOU99N}5P zL_X#Cqt6eE-B7SS6bqQ%FEptF9uSlz%tH|wKXVpul1R5$ckt$i02uY}DG-C#+1;ol)l`m1a3rc8I&&+jd zX%+-Ofa&}bmUsa@L(adnFTA(6;n-3)oLsmwGC~wP>GcAJkRaermXBzqzFhtsH&b> zQb3)4?mmxLa0JIX?v^r+ygb)smYJ1gD$~;vnl#8UT5i@Vw~GD#kUEtanv_Kp;u+`t zVpr<~6gnhFo3+g;JWqcrpw>bsm^NGZz9rkLPW9+s0z~{o~(%`{hhu;VBet*IT33r4su?+c761w8aZ*U}c0i zK9!rAHnfp18EiFGx99BzZWl+2_Q6-4`?-It_xb)GUf;f{-sXHyf0og#d)rMFpnD=R zX82l_nxI_1Rnr8qTs-Ss6-zhsdY@>uy`-l)hI~zXiSaG#e|3*4mvjjrJt6L1OCY^y z&@QoL9yee4ocnF4b#w_UdPP)J3*FvCXS#d5){At#7-#%Aj*oW#W!cLdUog1&t3H2r z?cdtC>zKyMGJI}-2b4{d3XfGA*49yk!Z%?%rfyeQ&B2Z(U z?;<@bT<%o#8kryVL}l5)mT2fN!e0Jd&--eZadCK2wyk5T&rn5q%;abDsMRbZw4Y&e zqFcXc7Si3PBO}YRYDTjVcV8K+Q9XHNy*58FKQNC4AwnC*7}bz3B9)qnRkeU3f~W*h z>_Sy8)IP(D=dm&_25xOIKj9bsT;=cm~3j^oF6k- zJ8Q4DUq%~v!K1J9z{je#XuVyB0T#TL-s(KBE03I~@DxcjiJm1^XJl`2eL>XB>eC5V z)?Oqx*i~>OS$-|H!gIx}tbll_eo{#?kZbMPWE8NfWyqe8CjDh2US`ILQ>?A>RJE-w zN1MzHVTr7m8G+)FdGO^G2svHd*F4aaSrT<-fCymv@c=2Sfd%b%X_5e@0+1jzr7d>> zyU+&Zkd>0v)Cem}LL)Ps3KeS@lS&}J;NCZASsN<=iHnX1a!{t`aUwKhr9f^IYC%)D(>aAhJy*r^D31u_5& zO-N}bv)Xh=%8R)&ONtU1p6MA2@Xr)vvmt`O^Al%0Cs|L(($TvOktQIxBBpS}rGm(F zKWc4hm-8Hi=ujQ3cCMM3)}Sg>t;OIZiAIz8Rp79uONva%9VWHv;T ziED6`gpDSBlVr>@&NK8U?I(Fiz9Ba$D4Zn~mX(n~CP?O_rxdM-(r_Y}t3X2z!o;8S zAgIFdtf=0!sWt3Ug^H*wWWq%NdOt8XbrG8@#1BKYkmtHKljE#~bvdEUw z!`2c?lg9A2G|o&@QLZdVGutwaeN|N%qtZ*DRw`a#>F$Ln;f7|SQk_t_U|!3R)iRdv z1)-0@R27z08a%+%a*dr!`;ar!E6B<$2}r1z9&(F%8Vcw|ad_ZdJkPqmv|$yo?vgGH zGpOaNqZI`L6*4Q46aH2;qf1S5^i=DHpa8Gk#`q%Wry)@!W6ae*FT}T+b>uVKR%EmLe9SQDr3x6-WY0 zXmKfjrG)4`NzZG9B`Eqh0YtW=@mPr!R!&ypToci>1W+-f^fk-HPB^LgIk`x)+>72C zRrRxpfQrne+SF>t@8GQJPLw=a2Lbahnxsr21d1G$4T9EE`sU$L(0(z}{cQ7mp{hN> znsAqGYRlM|O{JJyQ$*enFR5!|8D-Q2V|F~)c62RxB zuVkQt%r*Ze{?(QUcfI`JcDQhcDaGPqt5s&KRd5t~G?Pa}cz*usHxopl@>u#h+OOeD zXbdwLsHU_tVrH`8wTVG ztbkXQ`f4onUUOnSRju+!T{Z?S>n9+{Gtx26utXE_3Qe7KXVMlb#h=uYraU)E4TNVn zKUoQg+-}Fz1XnIN8pBd4>1ldZoP$N^1GQ&H;JS2#FhT@LPxfAcEL7sS0rP=dw*IGpo#RRDgInF+>A+a*MZLaMaR zLG?ELy4n7AsXt~s*I}kby{D|$ou)^tA++SRM9oCHG9hvIv_=+6u~+S`4Ys9knK*sw zjJ}dtDwJmVJc@vnN?p3VjZ7Z6%Mb z{h!Qg+L^K_PF7T{s^^}-d#gV9MS!aJJ%8+TzP$ZKo9p^v&;B+qT7UATdc?~%{CX+7 zy#GA>dEOd;mF6bM++DwiQRJM8tlO+FPx(QmvmznA92uVBeg!-N7FnDt5I(kxjhZ{e zQ@k46TWeR(xz;Sde7*Acd&UD}l!)IKdH8jTzN{6-?Izo39mQCuBf9Mp?~U5>X3XS{ zItmyYB3I>p&AOzlVCtytg5!6O5E*^6WFG5q?(1Zm1c!-=bd(5+>g3)UL?rgg^8lw> zsY#7ujg*QAx;NcwT+U}gbXJBmHY<_vnTMmy+GW^HkgGyOMSDeLo{7`!HFMI3>Q(yz zx#YSE_FKsO*w=|mAF9`JDq`<@waZodRtb-opIkX>qOw2FvcbMZ?(;m0Sp9O?_VQkX zC5btg=izJ>EdPYQjIvf;RrMP8pAW8Qa|CMXZtR!ai!*u))T))K6dHPl&j`!R zwY;EB=_zERu3}wAgI@ZU=aK1%6Ii4!=T#gyi`iRW%;h`k!}3jYny~fGU`m7VjP>H@ zGkw3Cdb{4f#+Sa1|HjAnew7dg2gMGqDfgrAu|3LLSuqQ&QVEfzSmJuZyPmyCiLJ6c z^j!ac7{O*TAYDo#UNQmo{5%-YN(I7MOW~BY8@ypUmnCfGI$8G$Qbkm?VA~eqIisw* zXD72F=^~Pp8K5i*?>AlN(br7RpeoRImkq1gy~C(A0XhTG zZ)z!otdqiY7PU567X_>y zl_$5i$WiO2q~rVKj}QZ2*5zfzC&jU&GX0#Hxu(h%wdXibUCyKQR)Jh-Q`mN%Fgj8yv3S^PR9*~2d$)*T+3dGEeHtAV2B8o_QX$r|~7Ej8QCZ)rxAt5WC z?ia^>P%B2t_~gZC-K-;31L5TwPK)v(nqrAuK(%h@bTKxv!cVbKAbmk)^vdvG zIL|nj54Qq97Rw}c<_d~lR5lG%`U+>AaTR9B?(ht;lk`o|I-QHqR3$6ieNM*QBp0<= z6OQD$rblYATeU9FDAXBQN>WsdL`yS61S1tlAU!e(VcMu<6)Qzb1VEvx=2oUi&kP?z zFp=IQA1uu@>!w!4h{%~jO5D5}F<3zqHNEH2;_C0*-!y*q_J?A}S{e}B>l~UJRTJ*{ z!4j1hsXw>)e`{6+B-LzlD@R4DoIjWeJ0y}xRRbhgDZj+pnNB$pClz5lK%+N8kqW3t zs*2EyHudwwn^7PujiC@~@>kM4)2?eIX(u~0tB&*QDx zC&C7zQP3K<%jMU2z6-Rq<|+}fcr0SDE9R*ETg+wmZ)pE)dom!@`Y66;R=$||H4tdu% zz#vQQ!qVx}Yq|MC57k=16-}!N9LKpz1~W>EYJD4{09`-=jLZb^xv;G&kV17FMF`Zy z3NHw0vo|@tEm4*^!GdWtf8sc%@PKrJj*OLAC8kukiuDXX=Yj^s)lS^3_GqF>w3%L+ z0LG?mT=ump`RRufP$>!VjBdX&UJ%cMWM<|DywG}k{oRXHG>5n{fzNQ9<$gr?YRWOT z?Q)&IJs)nb+pnX?P7m&^V6OkmrtqTv0#`*Bl)wH3aIH0Us?>R>NF&Y6e%Lq z=n|h5&VM~jtJbG%BYh9wp-!4geH!n5t;kHPYWiAlhA-r=OKK)&o~5Y`qn?EZKXE@cauQ3#;g&*(6P&<@Z`%KP_I#A?=V5wHJ(^b51b=6_MqR;}lOb(TMKW{gVE( z;vM;LUdvzWr3tR4Un)H7UO7=(*=c(-BSui?%1CMTa@}4Y5aGqj2I`8PDA$l)NB=LD zf2y)ZziyA^bAJH%3;OD8W?lNlg)5xSDo$hYz{h8#ZI26+o=FBN}R7G{8Z`4o1%4guIu}ExR%A@k& zdRho^leT4PthIVFMrE02m4k{VxYPl)Aw*Y--I`vm5~FlqztyZ5t)w?z#$t1^#ecbO z3{pC)W#n<9QAC=)wpz)QA^gJh8Rb8ZV|6k(cf8(0Dy);T+uSeO*KXIj9>|*_>i8B%2&$>(`Wj>!RtdyU zoFBVhq){}u-w%In|M2q7|K-1DH@#kU$ehbpXa>$*kFVO&;w+d_n6u(}v9la2UQMuWL`Z}cZq&>Y!+it&P{ypPdUg1zxDne@FYkwL980V44x62p#@n7SG)vQlM<^e?E>RjLc zEjF_f!!Dw&R{3!@%!oL{;mCxvp}kY|NFzmuawTFC?3y}w_eq(BC(uj>D-w_55qp(- zbc09JB3re#fxq>_^mMphIr3ajk2E#(7qnj*;p!e*Sp) zhvFMr%VMcT=8AgGxIa(p7iYmjM-~`S6jAH-oXO zEG}0sie5TOK@+}rXM+{MUrKdtXRi6 z`k}luE{z?NwP?Jy(WBmx$o$L|3Taj9zAA3?$y!>1qIPI27;-<0Gr}{S&d%Pf4U?+( z!*jW3MsnA&nr=Zz9$p8%GJCB;HWgNCd*DN>0YmM1&A1&p+L`imAGx z3+XX~m26oSo-M?zRZWTlTq{IBY2WiJ?WeCirxc~qz*dA;nX*c|NEbg(_oc3uLZm{a z3>BmhF36+^r<8%N1QO}FL0{VSUo&(QLP7fUa4}lrRploW8Ko%{Yi)?pD_Q(({HuN* z95XYc0=-qB9HbFoea4{uX<5w*g<7U6g{q}OuS$}HnMyJ}7%3tZmx_k!;7UG4A~mP^ zYj~`KbM^c%0u!W}I7Lif0j~JD@+k<&P3xCy6RC_8LYrMg=sqLyOYh#W%M47*lwd+6 zSp0V$iFKN;(#6)&B&bnd0gFUXwVCxa?Fc<@f0^5_wf$0EU7ub{>T3M9HsO!=%l#qQ z|B%aR8-=ev@A9{=y?>pBpFabR+qd1uQ{%k;9%8_&8mT+2z+W@|~-Ayygj@Vd~3KEBbO-*VxEol2# ze7k?$PQhGH&f|)>7()E+ug7IxpJ)3yj``&Y=C(7JB=vv5?Ydggs$0V;@#wwYQv1i) zQn&4%wtH!H=GPzl;~{OBUwvIdZas6>^Y<6LFZolAtBd+))Hnm`dXtsY%o~1;_^{=+ z8p{^^ua_^qF4w1Q6FSrzmxgq$*Z){JGyg#SE$cgkDSsyahhJa+zvK9>k9P%J+mzRe zuRLEHUV-aDE<#j>Za~|Ez)o4@qwr9Ls-w^#@|G2@KNDK^`v>o58GOI*Hz ze<*wNj&%l~t8?mh=F8cy%^oVh2O_uEpE=vBR)yi`W!w<%KU>2eY|rETPfOzfT|lD0 z=hy#GIfgo?p6|A3ujoL7dU+@=s6s^A~;e zINJI5H>*u<^SspfhRfx(e;1AN7^Z>)^=K_0&kx)Fae5Wb+&H&?eCj_RkiC9iUw(Pd zukY~{{T1C8mdl^^_CJo}@8!|0X{tCh1svsD+WllT~c{ok- zs}@`RJg>4;obg=W&-kNVp`-67?ekV;WyL}{v#hQc`}Hcn#r(bD+^k8;Tyj=lwvFy{ z6?;1i9^37Pj=$>ht}j=qdE0oNcM=f>edYM|i@!*|+xVNbkF_M@wTo)qx&EEjL;An^ z_2b;=G9{q_w^FU1z-9;`;CQ{?A+e zl#;p0}cHpYfO*Hbzk-EtknG^*8;wWAHYy}5ROEPKQ;fAHNRTJ_(y zk>jn|?fZ3zuOIt8xNg@ZKhF8FXs5lLQ48$1O$Qsj`&s+*(m1=0tH{WBw<9NvT75jB= z_S?rZZA@7OY;osSzodf%&i4m+V2zhtdCi)U96)2F!e1LL|~ z?T-83U*>qNE#~*CXzkm#BeSyV+?bcdMXrdO&x>rHeaV<2@m%pUnZw4`UgyX0{Mp+t zL;hp*%lYLv_^@L{{(Z&U^IVv5y}!2m)AFu(Ye~y4(%#n}2d8a+BLB>Mo4&Ww(YjOj z*8O&Iil66ix9!E^OMd74?IGtmHe%B|+xDyIkI0{M^(lkx(c`{7@U%yp4_mvn<}Yv0 zzRh5FME$ojEY52Wqull7*e)&J1N}H>TyT9^*Uet=@`9AF(a+T3+?e-u350BoK`erY3&MteV-$j1E==s`5SH|OU{NB#_@AHZ+=iHB!-oL%-i$30E z?w9epf7PYUy|?*tnJ?V|-uvapxcOfDbD`w5wKv-JkoIodw>TS`K`1N}3~FCyABfur z`MmaZZMoLveq4M`?yY6>?Z}Iz!{}j1AU%tG*)@mQ+&rw(imzCyXWfeMud*0t(H~B@6YdnK>D2@@? z%hHAXA#x&2Y{huL=Rp6zF8@tv2<&t1nm(?`Uu*yMcuRiyQeVDJ8jq#ViRIL>wYv;C z;Z$}s?#+S=?-x&*?^~R#aHxx>PpqQD(eCJ2>I|_ z4AnK3ZB4$e!xfLUe#elX<;Sg0wGW>0CZW%mzqPz4S6I8OMgLLjUy*wsUm&lJ4Nd39 zvSV=X#~=0cZ!pI{yv%>N$@8kituFTbhkk5Vd0sT@-1M@moSaXYv9;F_d(XR%51r0_ z!S?23%TCClymuUOzux$=-*Ix}?e%${eLw!~aXnt|+vYrk^be&pEa*Nb$lKcfDS*YVKp`=YC? zWf$$2J?puLKsOc6;m7?J#xND1>t))8eyr#+UVZjV#!>Y_IYc4RaJKKi{9n$>hP~yJ zb1|x$imcc8`vS^eFKgQ*4&42m?I}E7Okwgw{K55Pcts_E>s5OgPtLHlS-c82nDqIG zib@5py?q7js1I!M#A~(}yIg7R@xyp_xzxI#{Y*Y5A0ek&byAp_NBI3|mCBcpt914& z(5`1Y#yvu7UL|^~Z0f;vuj9qPm1j!Si0pJjNKd`A?|;7pT9joCu~wf>7WUgkn4ni_ z`W1c^XtVm`tKk}s_ml5+;~XvB-tz5~|GX+go+TF85+s)rEBn|Oc+WaEQ#g+Eq3w~m zXaWng37HX(^3@Qr{(O2fdx5n3nU!O!S9w=iyXukSkXLczDjoVQ_tANrEuY<0;{}kl zp5ptLVKj8DrjGPT6o5P;A3RBkYFcI++F6jyBMuw4@?0~ZqN-kt;=M`dm&yyYOEKdp zNK(-FHm#H{dTyFlj^erayxY|-8?-1{h0@RT_grXSffErX7xJ~(=i2v`+wBtMiIw3X zrCOq;NN>PORC-orM3j52Owj@f{M*`6L`gwrJ9bf1lMIZcqP((}uguF!XEw}L5Qu`^ za0xyYK^4*F@K5l9Z7lywlZWIFtU0N(35{E&NPLOM84;cB8UTRkh9^ z@KdssqQU?nQ9SFZ85BiOyj9|mLbqDe)gZD~&X{85*2c{&`R8!2b&90XlUS%k&AQy= zRmD8A9EuB5jw2%bSe$z6;KL8g*NuJ+YHhD{^>0A zLZPm<)oaV4B}ll0TD2xy*R^B1i>S&5l1?DBqCrxHKv;=_Dy^C%Gn;sqgz1IY$`gV< zWRvaOb3Jz*b-OfegZp03N6RrGY@mCs8K=5J9L*n^Zw)>8&~{4y#k!*HvTnk!Tt8zzDSB;}hB5bCPw#Pu zTy6gQ^#9oH-*vsuc6)|A%L6QxHoC-O;?p^K7x^+S)-BGxkYep9x%+cO@A*l@*JhV4 zz4})luiRtERXSt!duI1);ZnO%!ZFwMJrXT}uH$t>c($u;srT^b{r6R~`#odFxLWbb zy3#eDa~<<`)7$IV8`_qO1-9mwR<_Xg=>Pp+Uay*K-fCV<+ND4DGqh&^fv1N*-Ou}K z3y0aE+^+2lv*3KzA+hRgIP@Hf|KO}-t+_n-5x)3?%QW(&Ws5YJ3as+kFa%;mW>Wkm*~$V&OtTgLSF zbDwKTbH(&ZShS%-hTBz+v1zy9`hiUF(#~RE6m8bza=D;{thHuF$Y?6X3gpc4N`j)Q z7J|TvjH)17=at)aj4;cY&FuB|ZC1O#-=AkSX_B#0GvJ08vP4#`6aI4knzSaJY|p2x z@76C@?R28dNtVwfOPNv!)AU=#>HJMpdw(glRrHE}fuA4q_}Ew|dYnp9a^m7GVc09F zd31>^p6k5(E;5^L9ct1pW8sXNGJj=;=drJkUY-KrC8vm$Vv!JmGNHMtvQSSzpfqhw ztg_r|MMTTJLEmc2&?uM2VeBd&`$Ci%Iy5}vdGw&P^m(RM4rQ~!Vpdcv;Y<7SS@;Rj zM9ekQXN7xC>oshwjJbd|s28AQecd!V=Q?Mg_5NBGvHtscQn6m^(j4XR*dwE$X`8WU@eBr=S%_OEBuaaP({D@Rb#^#-)@D_Vf8!tgX)| zGNm917{8MsjeJeq0tk6fed?Fu1+}SM*ereIe91Uf6{yT4@^iMy%t$|vMJX{=Z9>hI zn3#?WE})r;NO;V1IaFA6s!Ef%3Zhbg2yu+iv#nr2*_zR`77{=tu2(kwjLp*1tCpVt z^0<*x459$aGdyDYlzY(R(>l|eAm~w)`~a}?2gjZ5`W?{`X(Bt(^2h&Umsd9zP8H!2AK>GoGK+p6K{xCwY((Z#glyeC9aQ* z!qq4Bc~>fIDsE8tft2v-_QnP5!TEbq3Zq_cS@NTaFrvbt{Ro>B{r zk}A+wxyWYmxxRM~0Ln&KW%ikDS;e)I0a$?`$(DUWimOmFmzL%`cwHS{qB*!z*&P(9r~$XI2C~bz0>> zRq9H~DhEPDz@AyF^ys4}E7K{7BGn*S*_fhW69GynH~;XGve$}q{6Wp$s&`$dgGP{d4xP+=OWy#G{qqFFBOy~9&KY0{YJK)Qns3jKDe_nO7 zAW_5GiJ#TVh1mbEBvFl7dB05RAeBn%Y}F;eVDjruXT%PiSMC56ZSd$qp+%+Stvn8 zcETA;6Udmya%pMTstsw(UP;s@+6kM}_xK>)t1B;Iqf!M)7;BYO2FnW)-6+x~*LRhX zY8VOg2;{1m6@K~Ut3O}*fM!=7RwlLOaUObpnpbm1RWxg;thKz4s|QxzEy;YFbg%os zYkkqO%JB5%Su)cQLU#2mD>Zo)u}ajcg3spz?14OzDrP_h^5L{5wFxO0!bT=4HKnKe znRz}j%7~F!84~e&*Zo${O~-QG=UNh=?x}j;@J~ha{0>dDKiAf!&G`EpOl=TA__@~f z_%Ko`9JDl>cUuQK*CalPEeDzOL#SHKZdvSmA!Q^MDW*HKffZx?&z>T{pxTw+diU7H}Pemd`N zJmP|jq|ipwp|T+75@NJ|zP!Zf=AEHcUL{A#ypA`_fh>eer81M5l>xh-ZM(|2t~O48 zuDI)Z+We`lXVzL#yOVU0?$T`>HcP8e@i^8Is&c7}{VDoY<`T@NS?B5WqcwkdZPQj+ zFnU!dM}ron`OEMB^5VDs_=$9{D9SEw2H(y;TRZl-_GMr4(uQHo*0S549^_PZh-NILNR?Cx&xMug3{f*0%KV(i3;_bLs#vj?yYI}5i0BPweF#?UlD*0H zGBifq5wS$5s#Os=mxJiXS^9aEU#AFFDArqRZ+_9*&rcNcXlm3rwN`MeDngqvQX_k1 z5AAtsR!!uh!ZaG(AzrP%cw4utncCxfJeT36zkGooztWD3>3(-e^es1CsGI%e%#F2a z|7e%js+Tp7l|QxQdH?X|alKwL(&q<-tXlZOF{-V7e|R0UafhwI6>xB6=3HjDYT2fx ztIs#!nd{x-NzmG$Udq+|yFE<^^>U%Ad3r7B(wS&Fj1{YV&TNXM zXT)0!;RogDDqDSx>co!zJ>v`FH2-nS`*2}h54j!C-MMLB6>CjOYs~Nico0jfT3OVF zc!{~ujRC_x=U<(ybC3vo&-DkO$LlZVEehwH=XrEi&)H)}5i}MM#Zpv)mMl9%;F778 z=E*8LvSh-9n-zh;a>=mRRsV=jsBU-zM4FlsiF|&X%g=(x`;P4yFSOqBe3Ly#hOhjrYE?vu2RAtCujdY!Px-1w(t`aWpaIiH~h0X(UoF6Z}Uv%qj z{1KVZ%i>)9Bc89BNujdbpJb^bGgtewSuQ-vt;@X&R9d zVXFi>QXiaFI-0?u%_iFR6abjOjx%e5va^6E)fii zj`rB01^^H<^)ncSDq$kl)GrroJ$GQbBC&aN z)D$fED(y`AbT97vevbKS)JB061j$JGD9M_ey8|$VV~M0}SUF`*Q3NjI8piI^==eEvArly~xXk)8P^NU=&dT zW>z7nzW7w&WreWbTNbnLGh?k@F=o}QOpVfFrZ#L^IW9|Bc}7;ERK;jb+r{f3P>7^2 z`E5`?TX05emU7e-OuwsgdmalpI7SG?% z{ypeVoZ{!EH3VJKYLCMz2Tcx8?Q_ZQS~%k)2uWZ%*VDM9x7DvaKUXPd!>h)YNp zMr$FI)32?yQ7dCV>EKhJQx8;J_-{s@j2U_QI;xJ=kpJa>o5%0xt=4wU?aJJ46Ycp9 zTDx4^%{baf$MW)3&!5ld$_NpQWJHmrL&j*e#zvFAJoa;b_v372x`?oxK$8Sng&;+& zF<`Bob48SA)b#7P1*o<=VqXVy&&W-znb7#-(TkeR`(S0wVrySjHuF>)tR7hD=Sn6k zDf9=R>226`aAdB99m7>5bOL{6{p-GBuay$$S80ff%&AilSw4-rUB|qBS;x-(9EA$m zmse~3%bWUdkrCpjq_T*H63_Zl+rIiTi*8dqAAQ8Ba%$bk3e{2)&6n5nbj8qq`d+zK zR730AZJ^ElS!=@%pKIzG%65AVd-?AD%lQ%3QMrmbnNskIfbyQ_;yQ}8N5J$TTE)S! z$xEwHRKLBoZ|#;p`dw!3oB^A7xgv{?;9P#Cv^S--HYy|H(;Iv-Q*yrVJH>i?SsrTR z_0m1gBd0iN7uBt-s!^2+T132a&18v zJW_j;CRy-8@UT;Hf0Upu1D)x|dK`YemhfCzT#>Re1(?2X%Tl-$Qgta<6q>Hh^7~O0 zCAJJ{s@oRR3t-W#b7p1htxaynbkp(6Wv`DTS6%vb7SChXn%919+wDGi*7>nw1vaZF z&zSAywDFfZUcv99?~wPHR9yAuSu0A!uA5!l+p2l`p0Q_ph(dKknY0{oYx-65TIrD+ z_2`nUAeH@=C8)yZT986%X!7Zjajd$SZNvJCjO7w#`(`o*G(N5IxitNx{^qR>k<O25dlgephf#e*|N;%fe17!N^7Bn#74 z%%cryGfxlpY7||L1er5e*w&ChDzjw@B6Wsl+Uo|NvD{Zh9;{-9W#G&vP&TnP3(1O$ z&8(%YlnyB-vno=flwzN92GL2(luV#}VNzM*f@KmZQI$o3_SHaUWW}d21x!YAncpH$ zu&SLY5-91#OLx!A$%+b;)6VKkI>%n`2(2=d08-3Ad9A*EVp$8xB86rOc5c_r>vUf$ zqpMlR>A7OzSTs-Tt_6pcT&fuc^aL11dU|*sGk2G)c>AU^B+`;9>WDJYVQc%6?v>BA zPR&4GS{10)A~QXsoGD6?R7R!NqZq~EQFK;lwpJ}j#wsjQ21F=c?Z^V&XPIXn83(bl zirOg6zep`*qLTD-&pgi{6-$YNqD=tSu1V&Z>DL<#EO^}v^3LNXck@F)WP_)7(-4<{;_n$Vq%L3gbc;i!h9r| znf?jj$C-;+VhX@ys6Z++BazB(<0AVa?e~lTzp-5#GIGWka3rQcH-YMwFt0RTU&ZqYjy=0+Om~ zW^#}ANhUAAS{R+VvM%#nnP{JG)T&GZ2|;`yv_f-Hpk2$XQX`k2=^0#Wa~*(ISS&AS zrUptN-BOwwRf5cW;~}lIp~}kH@Y3WtLNP58C(6R|{238>{g1@uP=q8Y6< zbY5v$Bs#*ZDl5{+^D~zfMt*9?wp~cl6K75?BNQ0KId$=wGTP9t46n2bD^CRF`_m(s zt923%J2mOjB~@`TQ@+m)^c`XXYzY6n4;-@mFLkRIFLFR0PPiyj$`PaFGfrRf3bl zlExe(ZQ8QgMfcWmEVs9X#^bf`!%&99+|YDfdaVXwl#9~1UJ6$-@U(d^;Cr&duS5lY z6fxq;%+uyMADyvnU3l1PS!=id^4v|W@Nqr9{r;-gm%4xKZx_?$=SMzu;CHXL5m|rz zG5`8o4prU$4mo!}V|A&r^&-+lh5JdzoU3w*yeRgfiSTJ}88xwY+b`SwV!s+^Gw^5k$~#U?n*Kc*a384M^@ay3?a z9#pW--Ws|vnzWX!?M+ULHPf3zkQhw9btflcA+8+6rRDAxQT1hgS&zdIJjUo3qTQj< zUuq6cCYaf?5xTxMzWI}}z6bBUUun^L#9CDud3L|yVb9j}%k9g@^HGFKvy6&Au61QM z9sPRy7INlun+P^x{mVY#F?mx?r&sUbCaWKSDQZ9v5 zZcQ=q3z1fc=w*nuq3AIeWd60M`uVV0qrVnKKF&s4zg+7OAky3CoGrp73 zaxGaoEsl}9wvw??7h&ZrLNv{%dn*l#=ekcS9pAFy^mn71at+LmDTkx7AF(_C>fxHl z;Wiy;z4wHFe0*^AzH3QpqY^b~5Xob`&%ZR?z{gzgr$6>Kh!!wghEf-8@Q7&)VkWBW z^OQxNrbZk0>^CX~txQ)PmwlfrahwsAl^)jgZz@-j3)O99cuk6<#gp{HMOq~=aIvU1 z8QkdO{KT|=zFvtCg9wlUBRz8=jFJ+^I%}ODy?O_MD$~L-F5A}&m8>5>aA^QUgu7JQ zLY`q4>7^*)SxZV9lVvUo8W)eUbA{*i`ked}jI9)dnq_?gypx-nnnUQSq1*{ephk>T&UP`Y;NHp*=0&N4RUsyfMv z=!IlL4!YcwNP{A3 zBWzSXodoD2&);9>I%JjnI97x&R24In?g6dZfiAs4xG2uJ*ZF(dTkm}xl{rDO_g8R$T(B%v+lIoCdPW0^pUD}|r!Lp+zfLvwnG6_(eAWO<%^jF4{JoDpOb9Td?mv5W=OhzJR1kS3`E=)Yn$@>nLWaMW^ zJyR+v{!VrJG-FhiMNtMo*G1Ztm=^gAUmddVMGfX>5LT+j>>ujRQ~26Kz*02QzuD_e^pE|pxVBD8Z} zRU#rX$ySy}Sul*43<9bm4yqvFQ*5sp6O3ZY zB2xB@9zsM&Vqn=@w_cejPX#fAOb9x311|=cK-Ex{l!?g8?~>;{-poU`o?}okdkWvSu4RbimUMH7}KK9GHdHTTHm{F zg|+Nn7KBanQuenb;|4BgkW`czlKenL!h-~)k`b9!$jkv2A}}*?Wv$P~<|!pg)dU3! zlrRv;?E4mrf}l)=_&hnUwMZcaj-YT((QFk1CaRBi5fv@7xF25N9z0aMn7GjZw6aJ! z6d6Vz(;%4+M^`0QNN!c-1p>2(a(E;KYEiB@8&H%a38}1z%)_(j{YZuqlag%AgCUZI zZg#+&c$L%&UyED+w5W11(WkDqhy?J=JO~0%R8B{Ib^wW^(ar^_sA6G2xC*u0Tf8R% zQpV(gFuH~d_;N)1~(O!az-iRZkv}!88ZO+l;~EOh#(Ma zB86EM1>l%ZPDy8!CTS)DzUH(#FM0u#Y>Ofv%Q*?YoGe>I!$811eP)GW6TXbGR8k97 zR*Q_>Vwua1s+yj&(sz|cLNqpxbs|}+$SZSZswc0=_V|^wGjSCe0AgvZyZrFCu3)mp zrG%)=#53!g%-%&hg+)~WEn;Mf;E|vZL2DF=Ix1OE!5S5-jF4I_p;B9MAtxm>l?u6M zs!hiTWt6jNYv>MDLrPFvwraIRHd@wUrv*PqKrKeIjgp)@l!>a;z(M7g%Z3F_H z{8{nNk;z0-#0(Y!03yyxVsDK&$dyT2CMUxqSKQsRk5=rK69j0g)F^dPmJ8Z7aVdMB z>#6*H&Fh}rb5us17JgQ-=OzWpWGv>DR2Yo9WL@bkI=Ctc4vqp?xyuln_s92VVH=~d z__A=

Y@9w&bZR6nG#f&>Y;roYYBsXBCQ~7|5Ls8Adpw%2>Q zveTx5Y#<~}S3tAIx?0u+oNH6LZ zUh_eD)@{UPpZD+*;?d-rOe6cPkKD(>bz|m=NVnt)hxvT0s#v{r^nvq9RJZHCR6L#K zPgRvoqBs4-U1n=>nd`g9;3iwELMF3}`Y)K}_pB6JFdo zmtKZq%QMf6k=QK1`nvcb)koLvvCJbsiLiQJFYCwsQryuFG-4ot;=ow8}NAhL56QZ9 zP4$%4TbCGHAzb2ot}9Y9wM)NU4v%$u6P3-QsPYoLN0`THd0+P2dNI7Jbs7yVDv%3# z0(0M6_3Mh2rz5K|kL#uTzzGEPc9y7-t_m3yv=K#jrzkpSdhjYv3DK&{`Hc1mkwLuq zT=}?Aa~?qy+FSAk)yNZTX8uZ|+>d4)PQq&+)Y?mW^tP9&%|dF|i)gY$Kks%-X4*ou z@2>4!bJ+)X$}*~sMA&CzWn-pQKd4I3h_ncirt#2xhU_S>IE!3}M4N6G((U8%1Pd4S zA|iA`5jd-_hSqGTGqStqnt8T{ptD~FjaJ^gbP>0Gccw3=XV+;4!clN42d2f=1D_ee zHI@2kV^yKbhb}=fNO*Lv@{jdwB_Hp9)7T+bD@!`ZMv88C4SHYOsO_ajJN=RKOr(lR zTnitGHzKO~S}{oP@?v2(>Qxlyyr1UUudM^JvJqq_G-8iDZC*&niZ!0kG;r6(3OZ-H z3uxbPJc&gBFJ};G76?TGwo2p0C@m{c>7I0LU!wObmt&ovPOd0Q{SL`2x3qc6G$vvJ z6JtD`dUx$2!lF=!AbX|9xm^blqf08KR8?mhS&uIk@13S*NciD) zl0e%i0T+TaN`X$27LU^otUGEeu4PGJL2i=V67A$QZCMKOOB8mbM<#Q)kOy=s!w56z!uyJSIu+0iHGpa^8iY_4K_GM-$aRXB@ zujm%NFhqImj8rEtb4hB-$&xVNqY5ZzHw^@&6%#N^iiMgsoieg0%1QW^J0)8#)UqY@wSoKpFF0z z6i^8)i=|e?UAx#bDnTylpyU#Q7B)`JB1$S2V3DKxDy(hQcnipD#nbL&U5+0#a%94h;xA*8@+K=z#PTY zQYt7&*EEHrf{Iidp^UMps^nS>X12^ZCxZnoO(-XsMBY!7?Aa;jY^QWGy)iGWT}^si!#VoIhZ`z z*5(n{i>fAD&?(YI7(h_9X9^(+PVh>Uwd@_dbOeMI83aLa3j_gDSwzJEqbQOs$(e!d zs79ZoV}WNx8Hku05oIPk*wHcz)g9J0mLXb^^E^CBiN-mli-?Dy$}JWc!gbXuJdfzI zI5}50QWLZYNjRa3oU&SdW(_q0HHePRVZ!VpR*K-R4;X87MDv^RVHUjp^BLsETn(jjtjPC9T~<)w9u}F z%T}+Fu5M(OSsq9TGhMemC6`!LU^zS0r&o6t8_Gjf6+Jyv>g#oXtfw*$5@F7)GYf$U zyRAYd+8*eHf|h@t0qv)Py3IjQ#>y&DR4aW)v1C(QK?IV@-nK9Dd_YIGkrA?xI4fw* z5AthONJ44A$*n|3XKfmh8OxGC?|c=X+pCgL@&;+#h|5xZ!dBhB$Z(=()CZUL{xxem zzw#JvSkD@};D0$`*QW|p1Cz?2ViZ4(t*W&BtGSdZym@M2_ zNw&G>Jn;UH6LHHjC-8vSML2qPx;`+9w6dWMre{aaGXDrUU;-5S`Mnl zxK!Pe{*qM1O2P`RVs1LFT5DN4?-CS?PI%hWBF~oCFE6%z6Jd@!vn7>hNPe$+2OrCq z@{5xAc}UoE!!wLw0d#hjV9W~AmPxiqB+Sl_M#y@3+PKW$na-*sakcDRUq?gZquy3iGNiOshNoZzonQYZg z#|D8t>i)p#+8a|%El7Un>r35ybr*Y=^GOvl^hr8jZUt_W*vp$>BMAx2qD8VmS;}Z! z6*nhsY7Yk%& zl?XNx4cY_UVg(r}h=o7XAsJyoayGSAj`~<$HXmS`W}ZZDy;UEwB+g0v(zDos2WS3UEcSaTXu1N&Xnnb*G3ywq>FCW`*c1W z&&)rJtAOgUCi~jj>aDl7B@(C2Q%cCJGdl4=>d?QnQp#;_C`*5kRL6%s&!>%UvC}=s zN)~MBq3}ZL;FB%#l;kb`Ya1padH{^B@pFA%v>!J$s#@5joQb~ zOe?}BX2U zTOV4oL-GkeSE0u~;VVjz+mPIdpS~`c`*4^TY6B|*c#GDrrKRd zsI@MpJ)K!d+qh1C4?H4VeGqyP7j>p@9{=xxkPuPl#-wQ;k34}FipdmRs3g5yiZ|J8 zU6P!{N+TsoD?naCX8{mtCCb!-BwLkcoGevQPZn>VsK3DTFfAgI;-VB5`D_NA?ufsT z94sl^R9bgMx)s@eV`^j+aR`fcF1pgXWpb?d_KqQGWKwMpzht}~zXv7K!D3d2BnbTtwlSr@{qgX1~5J99sl9{F} zr4(xjIY__|uz)oAGkTiPtRPmQF$`H{43a8|sPj9ENd!kLj0sIm7gqv76s^^U^>>7< z1hF-Ac%{_Y3QU@W6NCZTP;6P?&)DsvoyaefNIW=kZPLMsoSC_uoLPVWY-5TPTFP1Y zv)3Zcn0I#{x+A(fX{97paZ*Bsglk!vspm)G37(aV+6pLsFUoW(mR%bV?^;z(rQdiv z?Y$7p=%Y=NbNMkjj)mHkWuPl}mf*N#9tHE~ovv3OdI|+(9JR0NMn5j2^(*0AR*@9S zZnoC>ni*?ZZN^99sRSWv&^2CAhKuaqijUKUl5t!E$T`Q&3DG_Tce ztlab|?@!N`R9OLJrFkY(YFVyJYxC0Ptg*tFX6FUkXWg6^stSfQ7;zH2YSikDf%Gh| zaG;0^Mg4N+47gDwnK1=XMyyyBR1AnJ1o_$VuX0Bvah5PKGa6+95|%GF?Ys2K1$$Vo z!MsWQ=5I_5rAb6YtZ0&;d^xWNA@I3|;Rd7gk&iPBk|H%YTY5&-%FFV8(@Sw6A`%2D zXN^WAJRlhb5)!Iis%1Jb4}R{wQ*o89tW~L9EE(K6JEFryi-b#g5YxYDa=Yw(oOLv{ z7&*peTi?hwPSrF?G_H-Cq;920`hi$sL?Ki|bc`W#qx17FNFu$oALl9Xm+SROBuqm_ zhq^_5ra8DSI=p)1R(w(IpqT!cwr+iOu%zvfa$;~w=RQ2&Dj+q;O1K9U)W`l6$A6)= z*EW2eSrd^JYpqjeW64I;NyB9x##XxrqGpC)n*sv|5} zelMetXB-QpZNCNeV?DZS*HIJ}liZ0QR6>aJ7seaYQuL~Cl^OM~z(EiOQ2~XD%<{}M zv&H+Z+Me$+Pb=JWEdAYTR}EWOOk=dI*s>-VWwFjHa)M=h6C; z=^(pxQP8ivbqlkcl+?PoZocw)(%b!db$VX)Ibu7Gho9@ffB)=1f8jji%HxWjJ}c~5 z`H{x#s9bKyPjzYa%f?R6_m5=Z+CV;Mal#mIiuU}ZvlQ4VEDu4rM5V2q+_nM^KYTi6 zzP|3`$=JSDd-0gIynT*(IJbUe9@KqhjK=BUwS=v9_*@mws8X6iE8?7XQa7_1K&E3& zY9nIY&$h*%O8?t|?=#*bzi3{`yHA1UksQo}3Y(A|XSHkk8X~o^)_~20xi~6DF;- z7G?S_rev)=R>?zG^qd=Yo*NNzPmN?mYmqIP0l(e!i%4koZDu z$6fE|@X5l3Iu_0ARY~Q()XKkg?u4~I=C32EDYD!mDtafdOvd%&<70d!y|s_|9U0p; za#`aqV_4*qnTN6mATKZD&yVKE(GC;Ue+M1wDImUVZx8)ON12%xa|y{ta$)Kp&%co@ zZK<*;Q=rybc0P{A+83o)%^7~=2TMDb%l$w2k&7`DBgq)c--x->FBJPaKai#Lts;{mrc&~@ zU#-sb@kZ?2RxlB5?y%$hSWg=B%Z@yrD>NWX*RG>e=dAODe7%J|+<#y&X>Y83=>?bf z=KQI;PC?dkTkD+V`~>ao@lm)pK;KeMIN zajv)Xe1X<|@!s%t(@i(+!>Yoc>j5*e5YYmW*|@Z)uOeKwjU2Wfs=W6&{QY(RzgYas z>Hl7WxmsFm`W(a1{uey|iu>QTW)kJ-2fiGo*Y%$>USqwQAJ%_umm&Ja>>EE$Arfvu zz45luH@KYVx&88-PfA+*^=vJtzdDDsUpM{(NWoR~#Q7%S>`qIGi&(gd(yO%K33yuf z@~ToEpp6v7DVxb=^RJ*$=QGcz7-TV_p`k^<1;VNz~O6+Zs9YNlTHT~=?Wormq+jfp`;^6{C%F+RiB*d z!C9@O=a4YZL>SUS*;}K@84-onWhZQ0OC+mtiDguZ8URI6;{pB$QOR&R>WG z#Zj5HpsZa*1M%wQiK#-Z745Nd);e>%mUBh1r@$q9vm{F!NyOZ=phT3KJ8hYEyK zDC=`c#R@dLYmh{ilLbO0I$4)L<{ltPg(1!$qQ=CY#TsFAPEVs5ExJ=Csw7gWI4TH~ z8O6~y9e*7Y#aWH3GhL_*l@<1yeN`>0VkBj;WvwD?a;XG~RfU-kN>qzgTidu8c@z_< z7cl~{OkVdV8Ct${9#MD5lltZuv7c?HMH=32tM`w?><_MF`%zUZf7p& zNADXyd_5&|mtJN$r)UxTyzMI~t2ep|MkNPP61tvd4@dI0vFv3k*0#8$$TKt#QfGa;I!n98LMM-*g6^Gb06bN#24oGw2Oq@-J+vb*dafpc?y})ne^9PX z{g2Cwgyf{fVqf5UaMIO3v_CATn>JC-TnB}Bs=q4QHamSB=l#%DUw(`|h(#i)6Nb<4eu_SkH3@bsDDaURP%B?+5>;gDBhe?0Rw!hRr0~Uq@|p z)Z|(+NQQa)KJ{;_y-$&&F8}o7!*PGRKJ1Ds-@dHdIB2bd*T1-k$K@Iw!=E=K_Un(^ z$G5LR?J6&{9OvHU4_u4P*0=xQTP2^p_yTHv*3^tYo~nI&J%gQuw7WY+v@8>R%p82n z2Z?dH5h`KDZCft|G~f9jY2wD^tdKc(DrdlUR` z(?BupMYBANxP86XC9gf@$L0Ec@I<4+DEUhIm1Ixi(`>Kl=i>(3{e#y%$sa8C^4cc% z<88BZqdn^7JhHFz_lY%rRZdO8vGMbE%dfW_a-0?aT$k2g#^e59L;w2G=WK&9#2<_Y z=mU5_JXNB1TrQXRBkoQ!jOtzLE}TUhbk#}QWmRcCZ}G9&GpBfdQ_^$dwZGmH@_gSA z30bv&-=EvZxu5k=x%VxcYd*%S=lj1BJ(5kDY}ED@S6jOstdi|F*(Nt7{Da6JSRbkX zO7|VOO8e4ox07rN(f0czzO=V>8e5E){@Oi!eGIbOToPZd`rAbw*IKjC%^iaIAzg@{_XPqH+2&EJ|8=`x9j#&^l!rbXn$Cwa=92q z;n-TzJaO8>zZ~&HCHE$aj2pMDe<;0v9Gs`5$a%e-a?>;V{YN~v@lWNO&_&u#t<6qv z#!eMxAXXiRkG?QRqU?=&1=5@!s=cA_OfUG&z=5h9rr>1byt7ff9KCX zUE_s1^*LX?)8!w3{rZQ0e{IzGcX^ph^0K2}VVA34UsO`=hdeH@WA5HBahWTREx&$2 zqvyZU`H^fQ)U)1t=~!Q>whi!|HxtE?N1|Rd)Z5FkH_0r{hgY%^NdB48g2sd z=f@LyZL2Omg^v>tBgbLedp1`3_Ph16)HRr@Au z2FjH_BEZ{=yy}r^`JeykKc!b&lX2D;%3TGUo}G_h{X{))!}O)zHhAQpANG$w_y1$- zvGdGz$C?+DT6#wN{rBD0?Srq6*EVnA;zXBy|1&?|Ay)9TqA77_I<_nS&L#P{HXAZx zHGXpmKKkXq=5x{#ikI>WU@VWwdY)f#x66(Del&dW`AqW~Uk|+v^UU*_>w28r^m%LF z{Z7broICu5xw8~q!e8RdkyBn@&ELFch%BB0T;^!+2Y*Djr{{gXjwjEWKdj`gL|)01X~H zxceb^{;vB!{q}N3p{RR^xy88UOu5IkZrd7Pwv@I{9x0 z|D}%?Y!|$KwN2*w(6#m$Y)yXoUCgJ3^!fwGp7GS?n{F@m)6Wck)&0*Uw~UgSoKF*6 zGXC(ypI7^aL0+^WKYxj-nH}PyRk^36=)y|@j z!TP7}8*y2F_xQQYZS|r5r1&EZ%k-D+lBdMcQ2XQj&@DQhJ#PEsE7|U&p89nA*z76% z9Or#}9QnY>5;xARr+?+(8Bv?Its@q%2gUN!Y28(_Nm8DHgE&-Jlj;bxAF@4)lKoZl z3&INjPCwsoNlF}LtOv>6=@C7?Uy=Ghk^Twz&iQW~OF8BGB>kr|abNEV0XM+*Y;FBuf00){l2}w-73n@^*{d6wol7cv!iBE?Kj&lKR4;~ z_(rxj`6>F=Mv|~CdTp0|z!t6d9cb%T&(|Ke)}Z|>ZC{8>;!W4dc18T-Z!hsJ&Wrp! zFOTTA%ke7Dx77dg`{)0F+I?JUADT5X8rQSd*&P*w``|D2>|vzMtA5pANzT3V7prIT zkKRwVL+sg})uM4F`=sOE*X$V@b(z`3N|z;Zd{O_UV)s&_8_PFGPWv~uxY_^I{Xa(R z+Ws1RIsM!6uCn&+uKHO1@xd?E*M~o7F{_xti z3(c#p-*bG6B-VG(M_jVCzUT;j^tkNj??=|8f7bbh>YjLGIM)SnC2wr`eEp)Q_2<2t zhvXsC^d9;i+7Ed?@>zE7m0C9G@zEX~y4fBtyj;(Ccs&c1HMo7N{^ekm`WyFvTFMc+xCNB0JlDQ$13jEq zl2uVfW7;Qt_To61*ho%vLJsQ>PKYF3jTCf}VtN`=SQ$0hvy{Y(7A2t_LC9~75c z#azFq^Of7THd@tN*`rubzK;7o=oVRLE>J2;XKs@Y4X+PwXH#H-Og4~IJjT!I?`f;o zHcG1!JQp6i3-64f!IhvcO_>m`*>{hI)W{@aW=16g*L$`(V=lKDtwmL!79L%cB&#S2 zQShLu4DvzDLM+uudKFg%5Min>v$zrhB!bvV%JNL~Bw-i1JSsZDtYGdfu_B1v^C%7fQh3HoAg5LM$pO5>V+y97SbRA%rd}keyS# zW(P5AP_y@(pcIs_{w8CG67|B$-&_5C>$(_XsS4Kuoin9yL*2=oARoohN z?t4lLqAGO4MH|-?5h6`TR)Qe{;zD_SHW~y_5tWQ}rqMwunQ5z5f-_b_q0)tkM^?9j z2bKsGM{(MN8B~BU5flYtfUAB~&B!xzK}(c`P58cDH%p$U9d?!-&w zg97g95AFEcciAi#0brF9wKKU zo|#KzbuX@Gxmd;_O4K7>s9=$8L}sHjZ6r-Vue9#RdQkMDPr%GrSu>CO`CFL}EaJh; zR7}f>eN$>(_C87~VV0Imqnn3Kd&g=73Ba)@@84~4 z;?{VVsB)YSCfjxhS{5mw?i9KA)rq$0mNv9+`%cmfrS`#n ztmwam4qm&v(Ee!K(c*XO@$>wMMNLX7JF2T_-+K$nDsf^KAq8qu`ATstFPkw7#+_w&%Ecdc@*~scQHOOaSIe4*Fli`L<0_0= z$p-S%{ngt~tG|$3VZS>*#Oi0YU%!3)<)!-Q1COWt_H$gAFs!Jx&ijj%p2xlXY{XWl z=kZ0axsa7R+F(vwK#gtiWi?T4>Yy@VfPym;4Gan{NU%y5&XphMT`$|VaXF^VH9^^^ z=zL6{$#ngE7R4w35g{*6z~XYgr)%h{eT(ab7qzjK$HdP zDv)womCt$1TyUp?h$MKBn+T7=A#ewzKHis`i+ zz>Vu7?qcQVr(@w>7>qAcqv~EX?`LFbRUMR}7@JbEtr_RN^b-F&9g5 zF|jJM5Rl%h(8{tZnS&&=%8cWa=vj#@P;q5}IQw>5(Z4`{1ub{4c|pD8YJADcL@_g| ziZHmMJeq2Hl; z6}iNo%ik<+qlvby%c#@he%yK8*@aT$)@GOUHS5hT@9T2E`afcHi?4PrXW{{E+DoU| z;`Eq;*?BFZq&x;^WF~@3DUv)gGf*rS4dy7gRAzy*P{aj@Kq)9pII6$^GQ)Qfu!DdC zGC$)@g%xyk`bBsOAtH}>XL8b`o;g%6`>m=hEAA(VLHo-n#8K;en6iAdcFEcZaJ}?M z_UR@DNs?A0DC2`5oIycIR0z9nmJfYgRrGIglGX48OYF98tqF2%~bqN*aQ(vgKMqDp|<4dqlxR7{?f#NiZC z!9~OctwIzBNebi0m+nI+rTbEWQeV=K`qyXMFgNB6fqEeHXDY`ZT9>S zR4cK3q4eI+S}x6%RKnRRj+{Yw=OSK$*~GNLi5Kd?6}Gj5_Ue0)_zy?gZQK4 zD@#!G!GEy3YjQFuPZ46eB#AFNqeO`mT#odL*>W+vQ!q=0*eXxP0FV*ZBMDh7$%Fw2 z;>>lPx7nysb;uQ!>ES>r$k4gEMvst?mi@xnDll3xD@!YaReCtvLKX7?_WVTRLbVCQ zG8gd+!Yj_TPOj`-Whls^4Qyc%!m@W2l%x$xv2iLEktU&y7##3Atr1toXdA1{`3UnY z^#pTPaTEecpR){j64Nk`f_II^hKwcr7*?c5lscL(p|(LsQbiuXlXH_&(UmeHFUyVm z{zY%d@IV}7F_#^{NfIfPNUov;TdL+JRkS$Q41Z>oWWTib*;9hM&2trn=yi{Xb$l#4 z2bf|@uH;54UM`?6PGt|y%rpFtMR%${ll-Opb>{ayJ{lKAg(U>lxujY0@YnKLa|L-- zkme^4Af!U?7p@J#9=yxJ{|ke*6%>C^{S zr<3x0Sk8IE7ai77C?;aB?KNS6_ew8k${X<#UAf)34~KVE@^~K4q-lv?e*0}7zi{!I zi{F0sXVunLk&m(IAZPPJ5gLK1?_j!2Tee(`*eHD^uMC^xOxcx(1UOWKYTBGXF@glt zP(sY5$_p`{N6e!$QF_do%wycRI-AXP?3*1i=-Fbw=+ULb;q!99$({(l0v)n5j_%6f2_6-d}!E zlB(h~gbG3^vle;SpIUym_Vsc3zm@Xq$N!_(nf;IU`2UiqY?4g8v1mtdWygini?1C- z>uyd~ILaT_d!i7Rj^uI2W=x^V?Wy-BlQ5Bv@T!_+4h-L264w4haO zRxaIGS}g~vAxAjP<%i7n=5h1K>$RI~i&H#3xdx#Fn$?hiOMol5*#J4Jib5!j)99#T zj|b)E*_vLpYtn({f%n8>u9>HyH{K*KY}F=(U8#NpeFuZ;3+2e1iI2pdZRD1&j(y|3 zVcLq5>)HE;Mm}dCiJ~f5(ukQjg#jU9QU)i1su$ND*5DJ}SlP23v7?x?u_RFuQzVx+ zB6-P;wppk=QC z1gK=7oWSIuf)FRel^1J~07Q-`7&%EYC6I+cTGh-td7Kp!)m1wag{)vBz4LO7g|R^nHl_L@oAL zu?GC)Tw^h=7M@5=NKmG*M9tQfw_FB8tR;qyj~9CD+H$eK8h<`kva;vTA9)n*5B0sNZ=x$#;g+ z`ZA7(h=R$n3dN$5%sz9p>9zSfHa4N4Fy>s#Gc$<`#LU!$GCh%Wdc{0X zREe<%F%yWAJP||?MmS}bkQUEkE+DF^veMEICQ3-FvBwa{s<1xLi%aNP3)z&ZDpoXB zN=AMPlb$48;7X#bB%*|Xo`-W|Vl8H3VRRT75wN-spj zkvTmkn5A80Y>Z5D>BNfi1u|l<2<<~;AavPEW$F|~MHQdjWMS4W*lJG9U~u2XqI^NX zO}R5uA}SxPMZ3CenXAf}f+T`?E9H77nd?@vkt^X?{OEc6^rHu(NpD=VR@mX^eXR#a z3Q017MY&W<3|U@G#F|tIjNV@Ky7ZC}#F2GM75tg$#Lm}ihE^!$Mqrdj9O-A``8b}$ z7mTk;xA|e|kHJ>wjq4@azX|d(53M_`S4tNVI6TsAVNR8eot__gxm`9& z_{apobPMTS4#~)K9mjmPA$?nyz(z9TK^g*rN7#y7A>`bD9A^ihRa(hnWQ#DWNxQg2 zdAO~r;z7>h)av;g{1?8Y=n;5X6{IJ%S17r8#6f0m7If5plW~2#GLo zlv2%$sub0e#3>n^^}LQh)BLN=-@;M!MP;vDV|ymOQ@bIqR0?_L{;tw9|3D96e`-W} zc)pldtp_S&+)&D3)ehQRp~|DfL#4}U$2~28-ibDuxC15JmFrTBY#dqZSm*PQ-b7Ue zt)kKs#ibh`kMBw{NJv~UgqV{k1W44${E(c*VCfWUg=amHbBjzubx9`4gO89ufSRsD z748}HST}7QETmOrl%i2g6(*F_M)+9n?j@p3u;;pGGLy8V#*%URQ<9PQm_?#G4`dNX zql$7Aff0<-e`vCF{|CSQUzgjk|7T=I|0Uv|rH{{n&_XsQq)-6~1kLArajH-gh#y$u zwPNtmiAq2s$qXrB2X*;$b5|K96UmU?VI@^bR#g#~wPa2K$XFQCDU$ne>> z-~v;l5P^%A3YQSO)wH3mBpzDtzbtLyb&^%LlUk2|Ld-*+Qx=# zAi^i3KjEmRZALPsaxa23W@#c*&y^__&UsP_MN*db7))JXk6fn&DFoChM*7Go>Dl_! z9s-d~8(Lt?cKO)P@$r5QwcZSyUrN6`zdg+Uf?8G0ox}4C27h6`tm_YAsHHxpA2qpX zwEFtXGk*Slp3!-}j`5*1^W*?*ldloSN>DMU3O52}Nvx+zDF+BnpZ{xvwlV@SqDYMp zN};5HoKnn*Bw}HaPf~8#XHbxc*y;56X`lT-s!Q!!&A6nS2=iL@eE8#Szc6+2h)ZxKjVa3}|e%QK(^1)PYg2K)=5c$?A` z@zp&)ee%r6TFb56I3v&1Rk?sF0+d;ZBGRf(n|vJ9T4&+y679?6?TddWO2Sz_Gm2@e z)HUl$j|bTr!a~hm5TSft`_;eZ!dwc?y8=aw@VG zxlrI@Wok@C3?Pu40HFv4E|g?ZF~vTx&SzR_y~r4$Fg`-TuYB5h_}@fG+9CmAW4W%F z+GO-=ZG5a1**LEt5`VCJ`AId2siZM;8lsYw051V}qOz*U*)zoS6Sp+grMNRo%dih6 z0@S=f!2{s5Tw)Sbr$@R+ku+&dnD;xFMx(YNh$m@^02*krSv=2JtCtRC*0PEfuDw@| zdRVULqT5BbYY*?Fq*alqV1St!&CAN7iAwu)_atg^O(0^nsLZS+wANYVQxMPM#U+)T zM3!k*?$j!?MTBJtJCVVv(z2YiNLLi5i?p4YoUCZV?q11Ju9lq8Mp1$(=aa@Tt%+5r zUL=w5)%TajIg6^(U=`*hPq#(kB>^WeeFhLa1!oUxLI5NoMMwe|AevSll2w6%fs+}m zB^n7Z6QjKT&e28)(S3NKE!{w!+uo8ijnmI~V^$>wgO~^u!C9VE%mfrCb5=Q$B!SGI zCfulV6&F{kb8AgWp{UBJ$jWqb!76F{QQd+=vUlGkMy;YcOT|BBGQ?E~Fcnc&jo=~; z;RI(9A&IJxF^h=MBFl+dRV#uQ1wTf3Cr@!Jh)wiXFO2)Zr{sk`A0|?n5mogY)%W5b zq^+2PJEvyFT2HDFp-QTRtpXLe1E+{+=T1%X@7l4(%p&kC4@9ae^;SazNp=EOoWw%d z@X2nc*!(?vTiQ^3oye&o&4-j*HBxS>#9mbB+Ao(Eyib{Bn3D{R&n;%t(62ckv8ENY zwcNz0%o}+V{CU}LoR6+baS79+B#w${9;C^t)WRwPjacu*vgnqgN>i{Tw~ANegS{w{ zt16NS!puxXUR=aPr4))_imD{!b-!u$XswVb1%aRE>F1_;`pkeTGigy}W>irzg9WT$ zWoC}j6v$H>^qTwvo5`6%tQD;D&79p@*$^piUK#PA*it(NvLVp=w)d;m&x}**DdjAp zd}YeOfeJH|5L%^O+feuA=Q%=KYjnn(Gpyo#j@}ei=9C$GBCC=rIYP)m>W;&=u$*)6()C7WJE=X2sfj?jSin*xGJTKdJrkL5*g+t4ngN=$M+Qv?4bQZ15 zC)z18h!iW*DWVF(eQ)~m{(J<2RasikhT;m!yrj->7b6C7I54wT1YlNN+!;V*=0bkD zlG>Ijpq5M!kxfxq!n6<(B%CPELK^G{B7D1W3V1U9%8&7kU3K`0gnA_xGx z(bg8?q_x$2?RbSG*zVf9H2xG2vV}XqBTeEoAdJvLp zW38ey!%GOF1Vs2+2BO+WYeT8wNwEeh^J2yyu8(XFq966Cw-n+e4$iF1bftNN+1c`` zpfWzD#SXvNerh*Xl<9GHEe?>G21=icXU z-QQHNcKgR?Zxa7a&%aRLs6vajJ`8dCL2-iaJeXLkqVNqVA$Z9i^2$1cmi+ zJ|@Gp2<7V?wgTg5F5n1Jx0c3(i_)~rXPIvUi@v9CiQ9^A2|oJIst>NOU$H$g`I0^-I@_S7$M+38~-!pCo6Lr@nVCCdoJ~e|0M5R2DgD z`gC&Q6lc^y=P@Gse)FKyywFrp=2^*n2~a>YDTsh9uY_l;@BtRlj@%OW&t--5R?D+c ziK>Jk3m_6{cRX7a5FsBtyj{BBf2Z|-KK=hLLfV8RJ>2Z1w80t?$$t+Ler)LY~ zDcg3-U;5h9jh9nCDno>crE$!(^25#Q{75Yd7e`}7VF(M4HQ6mQre&QTvqlLls8Kmm zqbe9xC7A^xBMYt)3NV9860!=xN8`W8&{F}W#!yGo4hai5vt5Zc;HV~qTfUy>ED)QS&}U~Z0g0#+#@pA zW$&sw-3Kjb0-!*IPyGK!egZ`xASfgOGls`lP%WoCrCo2lyLLzXZ;AtcLdB>{ka{Pifj1%_J#YcKi>7{;V25K z0>ZMksMAMdwbs=wY7v17)-+P51(=Fd6>szbV+vNinYhuEVheSq6n8+h9lrnOO^4 zn@oc#61jAgbtISD5D_g1i-Z6|0%~)D(nv;J5@t{nttlS!vEzj*1sXmd7)V**D$()| zjD?2cXID%ro15CF=`um$v%~`w_M9(U-RnQ2uR1*U&3*E+0V+HCGq>6zC zs-%qLUBPS{c6XOTm3iFSZmNZ1h_EC?s?-b1m*Nwh41v);+m98)b`eyqs$?xHEO&){ zaP~-KQtF6=2tK8ftQ@F{8!(?z6fv+OQNC4uD{ zid>NfX<6UK|B(88)^A})+1rxGRA=k2aW71Qmq~h_m>`_J)h*(O(wpz#ONP-eZ6D+v zHItWos=~9tDnX$dtT9;(%j~QwWlFxmjVh&$pPK5DI_Hr>S6ShiTcWZO@HTSUab8OK z6f!Ab7*Y;T1agHCm8noz%cAE}x_B31Dnr5?;<67H+ZSI5Q$C<)KxQ@J$MH)WXHQkY*{0k~W&}nOxW7imRZ!SaGekDwgeC zWq<~-u9Pyc%919jQoSt>JAOf3na}kGS83ymk9*<3^Wshf> zu!)Q@f|Rwq7PKcSm_!voWtOO#imRbA%tgg$Y^^yv@=O}o0VPjHSmusqUm6XfjxeSe z(Og<v5h{xH7mAIb+Z#uUbJs+SZ1t zw}P*-S_iaKK`C`H3;~38@rhiWk-D;2Tx+dn#x{bB^O=Qc29Kz9Mf=bIuxXfjmAMZa^ z>Sb(JQ`&3WZ^FOo=~w=(4#(>=+_3cp$u*7U6=c{}`^L!+6H!ZwnTygS#332VlDL5G zZFiApK0o69Z;}1>_0?|U(6|z)hEP0~W>YC@F_$X3Y7w!po-6AokE6}+x7*#@mSFPh z)yLOY+i#Ec{9~OMEycgC>F38A=f8xn(TVtd=n}nC#u`7YVx3nu(SBDWpE1wt^`$|M zi(z_)3glc6n~zZe_%fOLo_W=3 zWmma?Ht8a&Hq_lIVf)mssf@RUzonHhi~rglU(k$W*U>#`7o)XwFB7OJP;*wUIhRFO zb)>20=4h>(4KEQni+KM0o5wY3=)PlY)9kuzUE`~Nm7XR~URO?6Y>^WBrsKP&3(U4n zzJIH+*^!R5IOmgw;pQj%%w^SozkN`Gt-zl1LVQ>f($pYeYhq(N z*0ENWEt0vS7LW?J73HjMO66K18N%uIHP@=VOd+CR&(b9_aQW70ql99m70c(<54^={ z_g-7uHt*SS@K_Qfj|lf1n;5GmSA1@$S6%8-QEOdYTN8yzI)=J1y4t7DuX`10$`oXX zLP#(o49(2hH^|@4=kxLWFXaDiC|v&rMdtspwf`(_CzeW-&%kPwrgp7)>rIlirnyAb z)WVkGy=iqLvqDxVPMWP~pQaH?C5j5TRdcaeq@8LZ+KLc!w}@@7x8GW;t($n9ML9p0 zih1Uhl?a+PXGhTlw3XM7?PZMZzOHLlW`1OxrXV&|HKyT$E!m7?o9Vh%MkGX4om%Od z)U>ljlxB&*#Ytugm!S6zvnp7?l~X2=saL>RoIn(AJ!YTt(i*kvdaV+Gu!1zomvQ@r=aor#?QO8* z#LQe@;Q8W-cf4~gbGpQGy=om$m8_^psa~z%Q$~?}1>x27DoGOcS!}SXgc9n(f#i41uZo2H!Mala5cwyy zgi_7LBuhvt%*?1(z^W7y0L>Iow^6fPIU0r6nRR`jk-q0F_wMa(eHW1mQr2*Q4}qcx ztI)Gnu4k;cgfHuy#%8d})U?rVk{-8zn)m*&Z;2c1`*xMApJtQ?Y#zqHQl5yn{!w*zw$ zEU5-Gy4Rl4Bai0&)G|!0$2G4{fQ)7VN*_(p30 zOvr-&~nv<3NbxEb_{I}a)MG_Z{B=1cl?{@N4d_i&9;-}>&)kwN@;|n z)KVMErhAJu%*$+%5GqQOnrNmp50|A<;uI~gq)o}q4Cx33;j+QPy)AV}gAv0(At^NH z$hH-yB6>kru~faeXWBdFZXs%?5XLWr5@+;VwJcLZliIx0G##va%@FM3ZQs%^B^iaT{hC>sn%Vy|P5| z)1EA#RVsnb^XxWnLv}R=KLR1No7HVSpMrv-B%mrotCFYFTmD^TMHm@bYdSYXmM!5b z8p1`odl!3=yktf7ga9EK?U@EQThrr_GM59bJKM{$jGJ<(K2umy$ucd|Y?)eB3DDeM zRJ>#hef9iftt?1d3YeIm0|4}HW@c=pLXu1}P^g`9pagXXU%*M8l=JLcFZ3fMYY}B- zncKr+_&g6FyeM85>vkAsoe&qU(eioNz2Hym${5hZ!`Z&(jgkf1O#b1ja!6Zh&3@xoQtV$z3FRykVnLQ zoy+1fo6}ItbO=Vaeh##J-_B4pjz3Kvt-?s>(#UJpRnYy_pZ^vy)i$jmbgjEUncY|! zjEiBhW+F{tIYU_@lqRJTy-6a=8*G~&DY{ewoL1pnt%Zn|OI;SQIaLpuVneoTT#EXM zTupuvNOyYsHT&bdE;Q+8ix^ZFn!+MJu16{A6B$oVnnT^(j3QFJAR?v|HS6wOVpd3% zQ{1Ik%NP2@^-8cwc1>?NASn_8As4u$PQyG_V)~JEo_KO-TKW|)*n^c#$LHEh41l2t?rhULb18M=Se zN3$Q+it|PC9(q+>L60wguK81Wcs*5@T9dS9I`uo`5KNUUuPROJ;->zcxQbJ9Swd+r zMe_sJ0nO|2@kcu0E#dEh<}*oe%1{Zw0o!X?P99f^0qDK3J{nqsg% ziq7D3eewPi{Yrd1hF63=V?FKz2Gm*mebd!l3e z<6%_D64!CJ+iR`m8co;Med*hY^7c(tE5n&wSSxgk>MCyfSy}V4?#<_1*P2UKh=R(+ zx=M!MrA}NBZRVTG2P?RC${}`x4|p#Xnj?#GJzraF6nQBg3;*JIZ#9tb%CFKqhL%xE z#F9j)kB1Gu4hf03GpTTlEp@aMtIZ}P(Gv@Uv=64wSv&RUfWq69?sPRL?0=TxCK>!l)~F|SM24Gl5*=Ijc%D_2Xw`0)Z^@@Zt&gG{K}!1O+PYj9v$Pye z>CNK4=Canhv}8bv7E9Y0UMRL^j!suMVY@;SA5}Mr`g;D~H}eKnbDgJ}Q3a~B4(++h zVl#bR+ni=nF65EtrFrf4+-h|6gYvjyT|A!CoJ(4DxCl|}QC!xWn|M}VSAaQ<^t77z zcQNhVF?@UbTgQ3x>HguZ)q0V2E%~ohhb)6?W}Y3PXlT7Q%S~U(lrpp8alJ=i+fn!w zDyMK#7Fu5}ADQ+zRzg%5f}o|eP&xU2U#;Iu^}0@}u1$k_tN^HiAw$fL6}eVbc`{@{ zk|0Uw4YrroksoU;OWu+rK;nX)t)Xp)KIgS&!hp<-n58y0&-xoLId^% zyEatgI)P{FlET1`$^YZaoKrb(coOKEbh!@sYiv_KUQb@n*JJ8-2RY7X^T!b;K3jLI zl(lLd5HBgY|5A*I3mT&JnU#&_Dd-}lkv{I}T%%53Cw_lDUzm#)YnQt+Sh7Q9OwyLSu?i@BxOLX&YPSyulDm_@h{>E{R4++LDxOkTY+d(Vw;`>oBIbp4Zf^BXJ*C&Kl(049;8lJwZ;yye zp`gSOZezQBv+Q~Mt^0PbZ5B5EVSFr{@U2|;$D7tO_Cq80(|wh7tUWLF^c!-VZ%3`8 zYB8>EFHj{tD5BQJy?VQ<+2~Y>E)A&M~qUND-p4J`qkPTqPw;6FQ`YNSH-~ zJ)7D?>?po7Ao6Z?*V!XSgBgJ z7iwqS%u;0vR%;vAP^j=-_!MmJuY~G^9GKr;#a|i~*2sAY35V~Rmy9m$R!Y_7%!E|o z>-qEJV)Q09FeTRl)odL7y^A%`wipvE)!w}AqF-izRJ%B=KRceXY(*YTttv0=WsALOSr2gq^OCHcqrf-lw&+fQVuUcLuU5RUY}f^``E$f-5ykwcXkk z8xxjf7*=E7qWPt(#X~<~Toe%nK%psQ%c><+eWMj@Eo6$qu`X-V#RVz+Tw@VvUoH*9 z*$cAHItxcx(7_ABWRV$}WoTmVQW21-AVh%4O0nLXa3P9X^CO~ORLl$OSVg-wFpOmi z`z+B02)0cgo%057XphwQGfJ^RUDvUotL-F{1~&mAb5pZ2p_O>5RWWnHBa0yjH>&=< zUv47iUyP^LDTD|mYEr^&sE~)DS?QHNQ4PR++H%Jg1L6#s1VTA^xU@g9{pL+x^@kV zcGm6S?{T~2Sr%Kj-g~2@CMo}P|NrP^n|^)8_d(@hZT;+Ly~)pb0%bC8jp)EFWnb<0 z`qw63yL?3@`B!Zx`pE26->e18)|F-$?ZxeuQ`-C^1|OYuU9irfsaIVFaT`uUtuzV6qO=ueRI^e{ z%EdGlG>+d+^}lJlpR?7`woBEjL|a3(k{-TPCw!@F+P{HM#?lDUSvjxccxc<(%MJ!0 z1)*0O(g?39FJqj{>zuPPYBlxYTdo5=-P~>)rpzWQSFPuUYLDq&TM%VoNjHTBK9ThCb3p<&8IWR z&|~^sex}pKCBR@n<7|7A$WKVZB4?z8LfS`8MwX~_d8#jSZy8&^)yH|xmA2phTvcbD zX+qA!@2`jSl-62veO-$&SEWC>hXbQb+*MFl#kaOUMi?|;ftrk(rPiSR=C}99C2DQ7 ztkbD|f1U7c|2989QdDIaUff&j=-dZTxKgPpCh3-|$tuk|Szja-WPgAO%SJM;z zC>t(gsBeaH+_QeV0yZoqSw(W4dLHlJn=xd0&6b%htH%rZw=Nborq)D4l)?qcs`269 z?CZ_-dF8VzT$1g%_!k}Er3~a;7iu{WsKl?LYnOH7ij{9^Ht_4vU#I>*=X~AUpS^uF z`LD?HJoaw?&3*k(GXC?~zF+fiJpXC;UFAQY_Mg1|Cm_8lqY~1_{nqR}u5rzN>nPOw zkth3-{WdZe_EL#qxLIqs&DfqS>V6!DZEb7qSZACUQ@izUgN>iy%8GS??nBI&$wCIf z6c|h9ssPY*%k9JLsj~TS31!KUwr#J+&x3CCI99c=n*>0z`o{gX%%AfbrY~bh=<%2@ z9qL-5&Spoq$IK; zkFp$F^KN#s9dRjnjHqq;b>QFB(ArDs*FS$joGI5EWepYDjl8Z!X>^DwBw1HxsHw`Z zZUfQs@~Ta(s0=HN5k&u-r{XAH0IpaclkJ+~I@)gHU=8#EMYeb77z2T0PSkSkQgW@C zM{L?(UhiYuPO0MvQys3e4r%~S0mWgr(wuRg;~ZDD#chdXn9_I8-d8`C3QSG)?=Icm z{oDQi_}|~;+sA%$yI!wo`TNnHZ|xtp_l?DzKg2(p(hRfydermv_pSVVj(n(GUj3pk z-KMnn_jS*f_;zJ&7O;LUQy#L+%Xal8bzbK>Kr99OKd$vmhKn{At3X~k*|U{8%YD51 z@M!0y*OecC(mf@_MY=voRngXKHnUCiZ)M3#6#oF;tJa0zuKVHpO;m}j;3akC{J2W< z7sbA9ufTk+50seNoP5z%luxoLU=D~XMagZ}W8%ZKQSV%taU!n@G`;nCXb8LZ2oed~QR zOJODBuURczW&?`KoXZejx{0D}))&0@dZJ|ClrK5;bC<=oD&lho!y?Spw=&I)U?)1H zLrcV9N-bEO_lAHKt%{3us`UX07$q3bD6o|E=J&OaS~nfuRnG-!Iob^42zIJA&tgucDkz`Bwxz zzM+57{&TC8{QCCo+Zi6Etp(zkYoXNIi^%WdMz>1G5)pBDV7xy6R*9oSw->CD6Qa#^ zNB^j*in0_hMY%3X$}=lham!8Y%T&DrBPca)uUJ?45|gS=B2(%TSP81?QzmSHX_=Dm zvbwq{s>qdGWeFsp46o9S4i+Lk{ zLrt51arf=^WCQEhYn&{Sv@(RvYgI=1tow4;tSn1uy&_jtX|DDKRA)Ms;_3~<0{8az zF9Ox{Pa>dz_BodHbzCQe-rWin&&+Uj`|iJhLHWt{R&ueHgxQi0{|}GxZQZ|!=8Ie} zFgbUXKYjS^XkOpHKDXQA4SMUfdOcfhcUyM-tn;yNo40MPXS3MGT~=*A%KcJp?G}qn z<#=R^*>IUoWszppy^_%d?Rfh0X`j=$#kR%A`uKIlSIFG_GHlO$J@O9Acw1FhX{dQ? zR>O{O{rZc&{;Rfhft9szOK640!5L*I?i5E<Pp+Q}=IHKde@Xk#SALE4v*mv^**$y*XlIvat4GA|9z$)5v3)e)>)viA`MBw*jpP{ZldUzbgL$c%f$KyIpb}M>pGjXepM-G+7p5y_wn*_9lD42~8hzXd#AP!&b)pW6j@^ z)4j(&W__?-wrNl9N9@&~(>UgJ{%rbq*$(G}MdCi?^^dl!V^~U7M2CDu+rq5Xt?#oq z`t1*kHO~J&;&*S{XYbrL*%1_oxLqbs(LX(Yds{eVf3@nRAO3m{sr9?pZ+zK5dVBi6 zR{dV@RNQpO&+U+VKhL8d_%-^=l%}@oI?v{#L_fO3mWF4bK8SxkwDq=~$6Dvw+in$D zhskC2*M4-Y*Js8R&u*|LZ}|DD+_*MstEORAY!--jJpY;YCSOdqjZyjNoWxYcTk82x?pH}lfHwR>l%zDDf@RZUfO`8Kcbc>P~ff7r`x_~l;T z_xT_4aoxIoo%H90>v`3+ynMUe<@UW^ul+9?DeJBHHrpv(Uv&Gjc4ZEIZRlN|U4D}~ z7W%{YOF5VEkZoeme7^k)_G9jkwtYy;5?eLaY^zdb=ErUnA^Yn z^PhL|^otgx=5wx`>rY==I%of7u6@6_!1Gj=lkzJzrOzQ z5C4(*|G1VQ_7>GRRhWL|?dLd7*e>!Nk@9%!k?wt|uOGi@|I;Pk4zH{Bh5uwPU!LvX zdB#3Q@0j(z;?ZfFEs?)|JpVFJH)*#mcf7arJx=|Yd#^u98!`S!`TeH;x^L31C&%=u z`ra)fmVSvT|Gv%m_VYIJXn2?7hc0}0e|*1s@eZ{v$7z zOhHQe&@WB*=X{F%DeA8#36&3hkNbb<-~Y#>f8b5uD^5Sn(R1t^u;<19?G}z((|Mhb zb^iKi+`i81n7`WZz99BR;OnvQE;~lEFKv7GQ`CXIswWUyp&6B_&*!`zS!rFg-F&>7 zwd**K@d9me4Cwu~)jIOy{flhRE0oRTMdX#TD;n0S^P}ssh&#|~Wu0XpN@kts%Tsv0 zWQ;Q(AKQsdx4&HvzRJCap1<|BW+GvuSAVsi_y6wwAN>4Zu0O6D|FqSYQ*t&OD(BaiVK}Ni<-YtE=u4$u>+zO< ztQ36vxb}~%z2iTk8n4{L?Yu4JgLyICHS)*Dx~6Wgr@U~-(XN!dZ`bBmD(C(6FUJ$t zfr!X@953v*exFyh?S6q%%3I%R)Da)o#~~lT>i3Plu->-^UUP3YD}UHC_J0h&wbyT< z42Ru33^w{N$9}+{FZ*dK&~BKB509+>&|d#M_4ct;teH*a@3;PLQyQ(a5M+&Jb}%E}mjdVn%M zFsAO!ym>xt{n1n?d&-xr#{9|S2cm4l)VBUl$KBq(JWv18*5h7A9q%rxFLTGUt&=p| ze1Dxge;*(5{HfijchMIVV?G;#vtGac<<@V?b{*?_E~7a*m!5gGp1oV4U8#q}Y!dDM z*dU^J^IN7J59MjM;+|PmS4sJ@?R>fM%T29XUIxGFh*(l#@~U_-(V^w4KqZ1$tjp_q z0rtxN_F;Qm{yy&VWxQ1EasSi#r$4>^{x8TJU;6!i$KrL$-0tVMFJG=d;`|ZoO$5ao z=eAw9?ZM~EKELYqrS%;9Ow*kH?TG)2jb}?636Co?q;Jx{BwytEtJt(H=@S*Z;5Bvo zn6>_WcCKA}&zJS+&yOOGW$%->V@socP~TL`@^0~>k=$BviKl=Dx^#l2( zVYBwOhb9F81gUot{d*0 zI&HFlxPDj*;rqfBXl1{M{#tpD*@bQ|V=^d*``L9l40Wq`+4@n>hpp?zka#8@)z8(Q zzW-xIbXl97k{_rv-fHzlbRT=a4cuBpBi_TfmLRb?iaPqBJ`7z2k@GY$ZWA8E)S4GiWDFa1z05|qH3u| zmWdW*73Yd0DDs(6CP*5x0}bmaivGQK36%_T7Rs$?qJorKr~_Co)3J!3>erCo3{|rT zC>9x$*dFSxwm5rB}Z=>rN5qajy zxX99%w~GI8J-*kx&2~@oY1Z05;PJm=S&C8IEva-_;LO+i_1a^mJs!C7*<>`o7tkCi zfE7tjsQ^->N*lbvv{bT4L9l|Q7BrP&DnKhS)1lhi`b|ppv)8h<;7IMu@3`J%g*A57 zvMy-iy~?vfo2eL4(3X`Hvp!l|ieP2IM7xNgsw!*zk0Gf1;qeu9bNja*fAC4cZX$)s zMG+r+@8+wPzF}aQ%^p27%}>+I3ui+K5h*8`G%7paZF;IMQU2XnE>SkQSzQ97kU(Na zeO`;J%;P%8Xg3uZ==PCBT3y;tN4;#rZ~8Iwv8F?YdW^eGW@(mYYMNxLR5JS($ymoT zaCM?VnbSF~EUrsot+};*t#fgzs#nWmrLv9DM>lW5o~LBC+$VcHYWAEG8wcvH~oYzs)MTd544q0Mw@l08t?=@vr zz*N-TnweNd^L<`2SBmIbxz;kr;eWmI1BWP=k7cqngs188uQ=b8r!`0)o2rIVo``1M z)o-vl>pXqUP6g}Qn+ouA1rWWVU%@#3diLF{wQLN@HF;ffE@^mNfGjsQYcjUTnj*pK zfT?X=oibyc@s_8bLw?m4trEHlM0}+&MI!m##M<)una^J57;W>{xx7uy_w>zNUxs9s ztkyA1Ca-wUXPwagly$l1P`{s` z>c};(75&R@`HyVJs%Ks=UV`z*xHeOat@&-!WW9aN$BCtCd95Cj-E6zr>Si8^YhFih zU+Oxa=QRM|H|s-)nds{-Ia!%f3v(eCJk;E}NSc~JikjqAS&W&{r44J+puH=wp6laW z`?qhVE*P1pD3#oXjj_dicvDDZFP^Wqsyg(zp8n8(p_syfIlq*U<|wSLpHiBwO~gA$^I z6;0W0R(V!V2vn+7NQsoTA9~3|PhH!cI{HKFc|EqH>n2`jO##GZjG=9GyFKe%O(u+0 zE8|m;S7;-?#(a~Gz29B$fJhk2V<7?BXsVK>C^HuwA%8u|P+hIh_9!+@R-EsDd|YY; z6Q%*8Wrpsus?1EyBx`1@Ebsn$zpWpqn{*!`To>MtR3dI$ZYNCCR@xcs)Nl&i&3CCa zSraMDvgMdv#UWLBiA0w~U6Lje8E4O1x*n~EsdK-<_AIRrxxUo%Lh~l2`d;%${VN5- z{~^|$^;4|ccAND`If+N(FD4XiQdVn2v|4IuYd*v_m0_R9w~BdMh3NL(TnD9_CjnGc zUX?fdbI{ktg9lPgx;WJpWX(=xRQ_rDQ{Xk+?DbJyR!IB?_)I z6&vbDeyk)uP3^UEPH*x3W%DcB43Jsn9JjWazf{2NLo+Z7AsU;M_2zfCbN;+!%=TyT zUp()~=L#m?y6h?~lA@myp8;vYb>Q(_#Ale_xH42iH|f&EJe$E(AO=HPiEb|E6AbzaYW@5h-VxtY7zv-tCzE^9M;nEBQktt5ymntI9H90p+QDkL8sq z7DP#wc{XD?uIZ{^(Lw=8;F`~CPQ62n3+pIxhMKNn+3&*?$SX2fmt=&fOwiqK6roV1 zeIBnrKjLQ9L`4nCB9$5Bkyoh)l%Q5>WQoulS3Da)lTV>}CLzsjpU2x6P#IKTgrI3} zeZ0teFWgvLa3-dDHlUfe(bJX9S!+f{K3%3caK&kGqZS&nToq<{scWr5W)&3>lPWys zv+u)6LPS&quHIBdg!4{lr7V!1b<5SS)C=Ol$|{m#D#l2}jL*JUiYjI)!4zAfb>>#3 zr3Qfuy1-h9MbKfY<^j1PQp|NUS53{3$P%y$OQQ6G+Y3b{805@cDw!q<&#smblIUJ9 zEyorMTK&?S%uB7#of**|Iit?eUbT~of{4*o=;pK`F)ay+jU-i;dUaOo+q@)~gA^u` zrc39Q<+tBM{v`Po_~7`RIJkD;FFgNk(E~tbk-D_Nlj76RMZMHvq>6Z2D|O2&vn2Pz zN-k?Eo268Xj5>7%LQvMEo3bn3+14sE-I}j+#j4&!DWRUa0F)6{>e8A~s?|dj zMHYZ{+eO4(Ri)+u1Dk|}PCZN@YLO1h(N2XvNfQ*BYZ;&GNk&srEo=LH8cal02r_3? zQ4$gmP!^=rKt!B4D3X2)W?4Z?Tgb76T(;-}ix&U*H3q{EUXWdd$jmm5CZWo*U8BbW&XwMu4_50`FK0aJvcAvM8)jLN7~ zRWLCpOH|ssEx~}_)T4ML-Y8wAy~sPxBic*zQp;;yGqagmc4Q%#h_u=JCe5ys(^t5* z*1NTH<%+d3TPM!@%5Bz_@=VQiN&aW>|N0$&3vq8d+eL***j$niwwLR+>w*2J$Yi{F z8yM$&@`RA2WLR#l6bV%xl_DZS6@?2*1)?xYPym%uO(@x2M`7Fetg_+?O z^8W9d>7Yt8k%Xf@q0;VMgh&PGnJuZ-yGj!xsf4Kvl_m@+%=X_@9-%*5{l!yT`?oqD zkXj4gMl+|`njve^#CV!l>z#s}74!2TA(>?=O+5-qcJuhO zi)ruHnGglZ8HuW#D@J3PC|#8#sm<(X{Z@GibO?ZKpwvL=b^f(or&Z9gL}fHlT=VV9 zFQ=MnUvgV=oX*2(mfPFjUl#CjCEdU8`nsy-`t7m34Atgp68MZ-mCEuHrx9A!M4F0< zULw<^Wbaw3XSagoQ zvO-YixbmE_O6sidd;2qd#dT_ZwHg|MU!k5a~! zVfG!Aj5Re?B$TnLuITk^0&16RRVp*`NG+HPN*iEIFe^~2Rv=1^?pa)17AS3H+lo-H zswG8~k^Gb#m@t}Yx2Tn*xXI#mUQl`M=0jy8sF0!}n1wUsTY;NY=BQ~*S5$kz@ zCV;k5o8H8z8ci3|GBU0#ETy0>5hy2XDo{KLfm9Hr^?jS~4^{8u1v-K%Bv4S@F+bu` z@mp(Cw8Wscyj}Zv<*_Lr_dDYI_G7L5+iZVu>J*&$5M>(%fn8!?ei6EfJF`WJl}dXx z?s9z1HAR;=z%muWu9>}7B&~I~&bdH!ZHqnhuPG_Rx#{#-TsKiWGcRgWaaB=4uvS); zUaPtS0*NSQ6=>#n@8R#c#Ch{-nYb$G8ZTq=cU2AaY>Smwq(PvALs+@$D%e=6(L4c> z8lg#dg(p{J{SP_E3gNi6zNb7_ zKGa9fuV#JgHx<;SIx#wi=wYMpuhgNrb{%q^bu3@HZm*PCbz!9$T9UTTYz22bfkElZJgaGHo-0Bg`IHb* z-+LQ{h>1Abl1}H$HFJ^}!~3gZ7iE**yriwI)$Z941&7PE;u+4%U(Ma8;v@Bx7rBYv zKw+J!2}N0lwGvkQ_oz_ga23`(PnF#FZI`br=MyPNv*y;DG?Y;18LNucU&O{||Cg&q zv=G2rnrA^uB+P1*512$pv-y{ckfSg=`bo`jAv znW)HGpo(dU=G8aG(pn0!&%&ca1ml{Aok3@HgQ$GCP~-@^2WK%em*x^C@lcV=#R7@*c>|7Wp1OkBdux;3zT2!y$=^_ea6aFBBEy3TE;@8Cc*U2ubHBd zbG?`ukYSV!^opFt^|F4wGUuu?>FT0hajit-Mv9t&DM(nTULvLAduFQ~#YnEIXtLDn zy0o`})+>vjfcUn#yC06_fK!>q(h6G`7)OdkRn28`HH1-ntqQpyzObh2@NJq*W7BqQ z>}nBXYoC!S7pb0VL(E(z5;?Xw^O(E`d$EV0S}0rk`2i{hu}n0YIto4abW zbX}r|IrWnB)y%bD>Zu=_Llui=wH8fbj!|%xtyw4n_o{$IeNx;}#mFiaSW)?Trz`Fa zLYqiwkWZL6TDN{0l^jFu%8;?fxJKxkFrNd69}%7<|ht*ELE*^@&|)MZ}2 zh_3F+N-C-`pykP;f)EO^geG)V1H{54m#{>FLeT<{pYwEms;vap(}he;wDok6BXdFE zrc|PtsLmfE03fDCD>l{5)W~P@42N1z8bvjR&Of#B{|=$ZQY{w;S+o?D=cy~j0Jqef z%uQq;OBHA{plaKDXtYKggx6afs)vP|Wt5=t|*jv+O( zrl2Wqilrid7b7VRSj3^~YH3`UNl7F`5=&QzY@{KMRw%b{X{NFm*E)jgHVw-%NTP7; zEHfS6m-w^rDMZ-s@|YEM{al|lo6k3?^=XokU7^}mp{~^cFR-IDGFNcwN=puwcjNDe z)9HD9&4OzGc5t}P&%VB z%=4UR-M9UMnby&ab$z{#9szAk_%qKrTkB|}%qc~}AZ~Wqu6@^Fo^dhGcuHY&fw)=Q zdq-;lY1rM^6~i^P*Y<+_g)Eszzpjp0QZYZ$J7tRI$`i#>(`$axtt)bn+Df<>I{)Fz z{%`LuA5)M&zqOB!{v*CV_#=OmfNnv|M;y;{=(g>>Nn0o29Wo=rp>1dvD{ZZLcU_Yr zEWtU8EU#I!df)nH8Anw)gh}hJ+PbyI5}sV>+Fb6}@g~nH&?EE&-TkHl%%}6I)qHau z-EZ1Ov?%C+qQ!Db`YtLpJ(Bjeyo6E98DgcqYi%iJ{iJF{7#HeUTGdBti+ew7w!+YA zE;r4n7;6}Qi+V(+=}T#mmOg2*WC;s|Aca-4P>~PPL$tccNMYnvtRaKO| zcMVzRD(NmVys$Ek~R&wm$!k@#$9zTLHz%50JtZq7Sw_k zfTm5cf7B^}ChF59Zb{{Gj5fSAt~^%opmw*hca>Sk^}HBj0w?NohTiVs|s?x0`O3d7`Kdo{;LPBVqEHU*pP}i7OZeDV9}&p;s|O?&ITu3*-pUAZVteN-S<7+GA2ezP$O4fY)=a{LsYq8jwXO{~FO;?&GOwCSe@H$5f% zM@d6{&GiK<=6nnO9ujwXKvYZxn-WFNIcsv=RaHHqtnTS8G$zix2};!jmOc_<*_^6rD#oIf znxcuySYpG0PNbN zUVx|c2c{rUv&bo8R+e-9@$vSjk5=FJw;Q6?esIhp^Ud{Zwk9IWN`(TLl~D6qV|O!K zCb_f-GC8v(lj%NvxAv=njAmTIY7%CQqAI1TGNmd})pl*Yl_H^4B~R!Yo7(Ip-NcN` zjgV4H)Kw4XV)IS=O)*%POSL?YDInAuQc(dwsZ?E5s+n~F;1VX7T+398QCUJ0ZDkfZ zQ*uzrRa~`#{NzG8IK1D5c|}FeG6UKwTREF+lm^PpeB7<+s&=k%o_{l|265|-5KU#N zs7L0Dr>mcrRIV0@>Q_{#ii|OmnCH2)T*bU;)Z!)e_vu#vRun46SF~1)M6|BfV9VB8 z+Eh`fBDJbQA)@YHi*PZeSc#G>Q3I^qqn6awr3Nw+2jpmqNjDuOy(HCD-BepaG`pdT zlr&epN|PH0X$SjsX~-&A{*B{k!{-@KL0$UH9f(x6!AIhfEYW!6&^CCH+RD6%4D9#$`6hu~ltvZID%N&EK>r+78i zrvh9@L_{}-l@tk(NT7s?gis{}`Pq|ZvLcDKDo5K9i&a)?(i9dYTDlc&8xt3EwfhS; zzMmOZdxbf<2mo1Jp`@m`i9jI^rJ6L9kp{6qL}p&%rd4hVDP9StnS1Z8P%97&lhu54 zl>%5sHk01mT%)n37M%hG#i&pqAy8ESRi6Vet4a-KC^Sd|P0A{e0u?Qaric+rH420a zLTPZAc!-GzDtVTQODIKUFGfwPGGe%W6=|$p^eIB%Gh9;@&>~pWO+}@IgowcnqEx|| zN>m0A+JO=jAhNDOLILrf=q0K_oggl4T|Eh?fuag+)}{1w046>$)+nH8o3$seC1~v~ z0%gifPMW%D($d|$oCL)oB8-XzA(>Q)2t)`umEIgwWE8OPP2D2apVuJ;Ohj_lC(peN z_qC*3jThlq8ysG|A(&iKtSOiJr zs+3GeMq`?n3pUpsdtNB4rIK3vF4GN@=5+ypm^yYWcPS*&VeyIG+6 z*@1%5hmTrXXBgL3EwEwkz>!mGJ9{&2H&;80RYX35q zUgsZoPIo*_!pO~LEmS$Wz}Z@l!c0wpNHu3OF}T&X4a_NpoaAh7UtGRr$*n)QkjFzF zk2@{I@+y6wvEMLuy={wio@a15Wf(tX>)0qGJET?lhs-w^o3?)2Wb|`o9jm8p+Lf!j zUuLHPEL}^ERr8#6;m%{u%HHCwEcr-b#&c z6iql&Yl=?825~{#g#~RY5OsX2;6)U)N>w zt;!N=%8Fpnr89?S>T05%W(yP2&As_rFM6q}TAgBScazKu%eFmN`dlw&6LwWTk$u#+ zm!*;?YX+vO;ywzasH2WxugJA#)m4Tl529Yb@_a*_QYuBPW!D<|n(c9|2MISfj1*vq z`1ocBiio#yYbD!~3hw3g<>@M2L}u7ryMW0x>Fpc1GLKb^d5kf=>5`-ApJW^2&+GlC zoKX!;*Vt34g=rbVu1Z}vBi`1rH*;ws{PfFK?}F*Slr^H(6hp zSUJsfSQGJ3FL8}W;!10xr2z044r4 zvof2cdI6OhQu6{T1rs458x+<`i`rwBsx&pIlqr+|FiUnRD`u)l^A=?3npL}gS!>0T z(YK~vTC7CrJU@IN*6-&!vo7=U#$?VbOk)JyHWzm_Q={+a3@zWIb*hM%fzra|yr9Ak zNCYxXDJlVu9%9-tL|2v;9lDF&#@=h4b50k3?JuK`$m4wc)Zyp6o`N2YIwiq^AbOMOSdxMw-{7!H(8u>m^O(zyO++enwH_Rl89nP z7DF4Fm|@NJQE>_>fE1RfNJ0;TC@e*VT7dslm!>clg)(gPCgarW$7M}!Uv_c5u8Zr6 zTy>>RWH{P!)l)S^}X;FLjG%(zP5lEfe_EZ|XGhHVB=M3u3() zA(45i5){{gwLbG^sNy zeh}AoogxB?if!JjdKDV5H?;z1NR^wIb#=;y_T!7eLI_;V61^0cCXS;?5Us(6qL-!Q z0UUy@NEJyWNu|arDbc1>5fM@BHW6U&y!ZIbTb76P*zn*F}@{4)|?e-%R8Z~jY!H8vYES@fJmam#g-hd?&bnx zDL)5$=(+wqS1;UDU$mO2HngshcXPFsl`8=;F(xXjA_PWlB~nh}N~BQ^ii1=}BTT$^ zMMGJByl-2V>NubFezwgrsi>F7&r1q|`#S+S?s`>hKYmKTgXQ8viPl7l5jnHx6E&0N zEP=I}CL)p3vdjT13e{SHS^HWozO*L7V3i@Nf;GMLshcsCnORFr6z9yk#Ep|cN>K z@~a2|1r#b}P@;q(lq#z!;%Y!yD+od=jog;7U~1ij86_Rk2$mM)^WM9w!>v?RQc6u7 z-4?P262TxB3`DECQN99?{LG$ZW)w@r0a(CPM97MSmS|BmNr!<61Zve3Wj8iJ)-)wl zmI9^4QcH5?)kg1INfd)7ND9*xF?KNdsYL%=4lznGv>$>JqyI?+>AiGF-RZ-2%^9*D( z$Q3KKFKDG2Yyf$l*NUTa- zV;guvL{wEwpr8?hlA)?%$SadZD5NPM7Uv)?R0vs|g_80Wb*u}z!+N(3ZVthcSQqZ1 zp#?>XV`xc1oAtMKtT@G{c?U<6CN82SMF0g!(FChPFh$Or{HxF=y6AJtGuK{~mgou! zA*#JuQ>@gYtBGlGn+fHISx@g-vgBZV1s^F>#mq-aO~z(BD^S@!^Uh=&J#?GeC4XwI z4N~-!PSuDbBf(Q)iB8+SyR{c$tO}hU{ry^xr$ydw!?iE4cfQF9wNDT9r#{l4ur@K{ z49!Nr+19yjm_FlblG4k1NHS|Vq^WAGnrn(2^J)ILY1>^+oo7fUQ2FNOKVV!v4dAt zq39~e3Z9S0JAh(?cJH@1_oyqgNGhNZg_-oGuSc#`sRKS-J0yH%S>79@!-5DQqZXHD zrDY*Ybj8P-AEsItw5)yQ^TI_RO{V;uab)abU%seSGJ^uLlcuGZmG@;O8isN(n9K|k zxH6Te8?TfVp>=Fmf6?2-i=&rGlbh!khZPE~M*KJfA~NWb$`z?;q9JFQugE+PKQD2! z>oMQ7+BNF%T#fcz58qIn*LvpqP?zwg{t76`-h1*xXcL&K)?9*JJR7Y!<+gro{fCt;Af|b&1k+My-$gw_RIXQb~~c`4jU3YC`&Lxb@o;nIgV`gfHwi z3d*dbW<;2&_x8M2hpIJbJf)A2xDoN4PH+z@6aM>6l(lBElyNwPJuB|oZa<{pumd+)01 zuAV+K7~o(Cg1qA+@a+lkh5!K)BrtP^r{{E6?Vrqua5pnm5m~&5B45BS+}+$&Mb`Sh zZ}#@}5Tz)Ikk!Xm)k}3Ui>sb9aAq+n%iz6QBhAw^0#bzK z>uA3W-6PJBKd2wYRkA8xk*E6;I5MD$eZQOU_0ey`d)sv~Pd|arTmSjv`=vwlr>)-` z){ayby1_-0FSH=(S`O8;PVMMa{ppUJ)OQ z52@JNkUsQw=j@1qV$DNz!azFQF2#neSx^3mI#^SMq%12F^Ra2VIZd>phKQh9A=j~h z2&I;YH{K5W`@%1XSEow8rT#ekdqAgkZfdew zm*Tt*M4EP}X1bb-A*HrbpG%>#d?-^VB-q5`Mr20ebhafBWh(FKm zUHeWV&&9Zg_I=o`_lH3O`*)PL^~($Hqdp$}oFCp*E{W&F83wu~h{fWWN@Yzc6Np(B ziph}FEG{<~2U{tgC#s74QP7`HVSLC~dRhC5TGX#uBVaF6rR{M{Cu} z#;5X?bwISaxQbvoElD+Jl@v+DDinkTe(GwFfcYkFqPG=4v{@Ie#XMK03cU5ZF&8OR zKtFTHF|(?k8N+U3!hBXO#xB;o#TDnx+NLU%^IBKbHW4 zEkqz`TGb>Krq^xU)~ez>S454m_daR`Ok0zAuhHP1v zK)Vlk15j&Licn9Ke({60F5>?`M|9Rtz=i3q2)y*mSX_dRm z+?9%1g+u|&%A6u!OJ?#~m5TIHYKD^Q1HqEy2&^AZ5AWrb&)b@Bqr>-x4a&7C^25(_ z$z`9*l{9nTY(t99sWPosFvCf!OnRA}b*d3s=#(L%Af;x94?P?I%-G2v*8Zd9Dx&2t zAG;2LXPq_cHVT$0dv=#N3z$>^A>}G6X`-Lw;wqqIL*GiO(7a!ltoY274AVxO34MFhwV+4);0c#J)%Z%#sp;lW8(CmpM!avRA4|DmJKQ6f407 z9U;Qj-0%Cm9{Ko8La&%5GN2Wd9kmJoR464PghdJ^MS~esigWR*XsWv_$%+gT37IfO zSM$Yg6y#M=kOZWF)LQ-Cl%I?(p+H?^7g)2>T8023>{RQXm&y5*yNrAJTKQCkoFOEk zmo+UF2I?Q3dO>NW3Phm#Li{D=lKQu1KSuxBsuPP`A|P9oWJ!s_RZR6_T`R4mS*c8e zpG|^B8SIYL=c%>E{P-ib9d`5X+vvtvSDq2;uv&Y1B{OH})zAz!*Szv6sRWQ|F4`@t z!?49;R*3ZG7KW*=vYqCCiT6ib2Z3gk2Bp9p014YdB}@{kS-1{PIo8^>ZPH|B;u8d* znEJp+)DP>A*4=GnXconeYG12;U{8@Ov05yqf}NX)VKHKgH)(Cq9(A<0Srz{ha$z;Tzdsr zGQ>8MnM*O7wJL!-l#-JYGa_rDnOJwIRT`I6EBjwDZ&qjm*9`l$&n>*Pxw`7^Y6dBs zvF5yWSauCE-cuWopG1eq+jaX-*wWUe=c6xQs@Jf*Z~eE+$bBKsDO30R{_y*PPx;k_ zrX4n#Z)M;`sd&~g`WN-RtcyXcq&_?z@A*{am|30Z+N%VnUtaqA?{&t-GqjUx+#Joa znf!tC1c~xf;RC%7spa!o#{#FIsR}7evg8;`wLw#uhx={s_uOvF?5u)!foE`X_F4__ z)P$I|5=a?v(PpI=Ii}#nS7$zFdrS+t?tBj3rck|XWc2|tlV#7vN$YS_Nf6D9OPQ%` z6alI#SFETYyjF_l>-~SoxT?I%ASwkuF&iNUfk`i1Yvw#= zkkE%(v(|}tpT~Rim&)Gl>zv0GM>cZ!ie5r@FMBt>m{3JCgi*Al6D$POR9#ZUR8XoS z4jYe^d5Y=e$Yx_t(b6bG)83@3=a45WvoctW11m*Ml*G!4%oa6b}eEyc$xV47IfSY6^jRt)Ct%k3wyopr+NT8AYUE4^`YBPAIUjc=?Rd1+C)7rhQN?+d0&UvB*nj%tQplQ*I?psQHRa9j9V;rY zneVou!jq_}a#`iyd}}&1lNlnEl{v3z=S$aCl28{l)j)_+0$K4~Xs}e}XK9MTnz?&V z^XJTB>S$L|o^i!jbz;zI52) zDe<^T?p?k$A@T?EJ#Jr?tf~NkG)*BL#Je5!x!w}2C|A5TT+FANSb(L3idWkcI4bUF z$t%`FqV2j#j5*;Z%l4OOh-PihSQ5|XFZ0X4*6$x{&2?TwEDLbA%?^3&+09M-ld!Nd z<1<9{cpl9U0|wFTUWSzwC04`SqKd`My(te~#R`8LCcZ*K9j!!aMt8u?Z}&o5tT=1N z3_APhou($m0@4KPh~z5f@XywlJTfm!Yw$kx4%^b+qa+X7QApdn0Gprh>zwBTQ?(ML z2&^~#=K7R+uazjDle3B{woUVWIaKMsx=fvv$+5k3H^V{sNc|)71XbFe@uOCnoW(05 z+FriN%ByCM&2QV5b)Cl(MeoyEtOL6Hw!OOFBcAA_)LTIx|IwTF;bgBWS!H?c1z4Kk zs?Pe-n=>zo>GOxQ$F^BTEnQP^8ELsnwAgyi zaV`4NrZ*XR>6LSNsr5G#6H=mlZNqvywpTG&xlAyw{INu=?G3k_W0Cc|e7y{no?TXp ztTd$yw0VtQt|=NJWm+qCXjg@xsVQ_w*{YoO^`A1%MaYVXP;-C1yV^{>VtKbT{g_8; z>-SzFOLOJSN{4p2LF^R21UX{BMiH69R2BLt-(rhPR2OU*B!H=u*7W<>j6^w8WsO?B zB2?Rt*1L-0u{dK0TIW((Zr6txLh7tCn8Q__$X1uHkD9aNrPqt{SnZ@0>KlZ!mK0ej zSj;rD_Q;5-M(Z~909#S#61I0qBa#d?r8eNswW;=Q(Ri+Tns#f=j1_5Z=1Nij+;pk5 zLXl`iVrdnnC`Nq|e-YKdQ!#~08K&0NOTAdN9!xduBokAZOw!}fDppe|IZKw-3sw@- z^v2T2rLoA%F{A@-)Saf_lnR9?Z6%;$L_b*I30E5bLQ`E+UR# zCFUWOl3+>YVx5XmfncTls+RlB*$plGoxF}G{Y(>J{Mz$tO$EzB1mdqD*S;XeWss>;%#pG{Lh zDg?wQ#R5kj+os|cf}&no47xYvY$rimcN?ZRNCAh*I>NP^lEEU9qHu4!AxKn_iB*)U ze<0PsC{b-{joK;|G;?YO}v62)qsFXNtXxkl4S%5GyB}K`GLah#}YJwtCD&}e%*fu>ZREz1M zZBf`bz2>|8oW508##IbT2(n5q8A4h@MNCB%4U$j zrPOtm4~UAg097e%t))@9^O-RPl)fKJXOStBZO>d;qD5odsc%8$fyg&b2O6_gIzPOiuQWb z(KGcK`J%miXdml&oxvSM(1;)XyW_S=Q+}2D&(MJUFSNI1SJg=gmI?ebreE$C-k$@z z*T2;2DsQ(|(O-{o_Fh;-R8=xr4k>1;n<E<7kZ{$A>-?V=?!D$c|6Z3_CYuL6?2`%iSb3-R#_Kf$@*!#x7`gn zk16X&(ef>|ukzM6p|16o*P*srU76S7Jz;Q7vZN>i6^N9XQRJL@tN?B6WAsyKkR#SQd;|p@m;}6)BW`bEYVXa?I-Cj*#sb1Q=w{N%YFYEii2j18xx1GdnQczBk0{J|q+-O%Og@ofaY%lPLkEnd8nRewl8O&9o zb6N0wNo(pO$uuP^jfd7Rb)Q@jVJg-`TU2Lmb^8#`g(a>K5!u}3X1AaB+xw3`m$cUQ zSmU}m|I&F$ISPrXUU`{B&%l40!AzEx;^KI+nDj0%F(@V zqjf;zG1FSQ76d|*PhxUOL#+96J}4E#q-{u07Td%y;Hn zjDIR^WDuDvIc;p)Pu(8#yP$>}K#SFT+cp@>e*O#Bis$pXCa|Nw=J*12{dff5vf}Rh z7yq(OiMW(}RQvNWEc!K`XZ>!^%U*t&uRpi(zu>&Aq*)i~Y(oaGxG+s!#0`>}38aEz zN|n#`xutKn7f8EEG4Xs6wOLD;u1#g-T7fz7c=7$#i3@YC37Xi;{q`ZzMi;v?BiCY( zYSu@WrPrF*ni9F2n{&lHFY=zOsC zQNq>RwWy+%A~dtE<|?T}fk&F0yJcgO*yl0Uv_tatJ~>jhm~%sI@H2ndI`W&6RenJZ{6wUW?oNd(P*v?TY(8Gj8>x+ih%p&Yaf+#YWlG zeBUx<2}?H9A^3=Rm+L(H({z~11ZKm8CIuz7{@(1LhyF}^ZFwoqE54ukd-MM+Gd)Uc zsU{SZqN{kHABB&+dAb=)GXSXJ56gxk57lZLTRyfIYacIVs)a*vR>8G1t!TGtwGOlY zwhh@h%d#U-; z9@m?|A$qKIw{d^D&S&9D1Z!bQu%N(x(|!BEnD%zcuUMzd;r6QCuzhgfj$>J^TWh^h z)?=*`1!6ol<;yLf_3}=C!~=Ewv^}K}mu4oIMs3t`5qAcu6FFG|?IK2%lGipVDS7ny zN3U7&yZJK>g}<^Y*Q4T;PSvHF>b8DArD42wHoPB4T+`%MrRVtG&`sO~=%d;e@iJ#W zc_^pwk(Fheje8+xima?TZ*S?*m(hp4FA7i(gbg(H|MB3f`6aSuYp97SZvC0Hi*aeS{x)^wBB?6W-3 zOfRPn(a-WqiI_K}KXssz_U4I4MDoXNsM*ig zw6)HAs!+kKSl7&i-yD;A%Jtf7^b3eSP-5F>iAK+uPnBL$mK|ygcu(OMYl^ zu%Uok$E}@s^v1Jmim12IyS2*v$a<=BtYg{Ady{Rei+ZHzs(e45f79(}*?*qr$v>|B zyftCjANqdk%1zopw@Cms^w^?gJmC-Nv2E60ENs8lE51Ko|Fz=P)~(asGFn_?KgY|r z>-*J@$G4cTMr$|zd|!X{kH4^6#@}+Dw*F-CCoqM}uwz}N7yQNQf0XN=>O2GAbL12* zKC4cywVqc^THCD;Fx0LZ=WI1qQ$+l-_Q80Xe*N11^S*N%(pce96doBGRzzkcI+tmn~r)wFZ=YsEEf zABI~(f@MwHaAK10Z9LQc*4#6Ev+4DW=hj*aZ0ifLuWJ98@}6h^cz-<~w4WOFCy_5w zJ=vG~YL%@zm`|R+?U*fOon7Q-$XB=DN;xSBHw?=r=}DU+{3LI~yM*&Z9Jr?D@ALZZ zh5G)?-`3nSXMAi_6Z_w%ZTsKRvAr2$Sv0 zW$Q8DRI0Vo@sshg_|@aGW1H_S3GHj%q8^X_%w4|i_)~kDoo`~lh96C~-F{~FALrv~ zdfoo~?Em_5{apjCjlOxv^}ddf-TObi#ar1A)5ko^^Dkf8KW}mE{EyCV$jXo6!$e&7 z$hM~ZbRH^l#7FN}$7ASu;78oo>=e1-`eN(b(3iE2nIHWoU+pF|7KHdrTvW8<+N+?r z!5(67eV=C?N42``kK5N%p5-OFC0E#w+2%tUdA8nIrdQqM1@Y(j>HmJW(v=_b z@#E#~c>xfd7e46zIMMKxK4erSLVE5KWqErdA_ar*z9kbSn}=h5;}bGy8ieN zd;6QW$F~|FYJ$!N0f8c%8v9$2&+j!;=zhOes?$27s z^OUT+44+NTl(;0{4wWg-+5&f?L#>-^neD&XpZ_`k{O$L1(~o24hu&}f-mgE7`eRD8 z?i;k9r(TQMt~Jh=r^RYV+H&<_eQVGyG0t}T@|u#z^UxSrzEZZ^{>MI`yT$0(8eVmM zHEP!P`M7sBeH=ZXiO0ov-N4MAU#iuq&&5+AO*d&Sy-s=S{nn~UE!(4Zd)7FQ*UW#u z-%r;M=yui5=law2{Fm49fBOB~{|(aoto-=fz`uXnp1R^VbiMxd;Ou_2`7YP#!or90 zd;EFhrTy4t-A`<5-}N?Z#(^-??6d!N@0 zo_?2aVz-ZYSUW3a^e=6DsgAi_c(L01A=vQVdng}U&-<6{BG=N_?U!#`fbEpqsjmme zg0pFCydJSKLe}#0?9Xb?ZgbD$TkUK9+lqIk`D{EM^J|@tACLY5Rds6Ms=ij_McvCXuSP;e}4axzxnm1#dKVrbIiJ>+}O9- z_pYK0$YmDJ%GC4B&G>?>-bvoI{ZCK)^Wit(oStX1Q$5;JrCz1S$U z9XtQ3^~=XPA8Hym`GNjiUxvF!vzxw@dI(z)s)>BrT9?#e9lG(23*BP%w<~0?# zZ+d_6@BjIlJXx^a)m1OimiW2(BiAYOYSIz+>+-zHf?GG}x#VCI>vvs!pZ2;Sa=upV z;P(0&{r;e`x4`;S{0|jA=Yn6*w^@JJFX#GcKBsTntLuJ*U#*>9B_D1dKYZ#Y)(}w_ zNA$1hx3j`LZ}R0PTeqtEt=hY6JS%GdS-8icd`heCC0q;0)$QqTGvCLlH~Ch+UG?Gf z*IoZwb4kVSa&wWm@_IT5=_@}(4gHr8Fa0s_u|LnP`S$$L&%?#id*mGFAHQ6GwE8~` z{xRgO*WUHDyP$epUv>L$B2hJWJ6ro*`tNIeJo#bx?QdTs__ZH@n)Nf@*`MFvUf&15 zRH-hx>lkb4Jno)NpGz-Bb;6sSjxv2oetkwptMx2jIk<+DkJ3Hm_Usz^C*N~DH?5oE z8vd_|bFaUa{fKdK{E7XikRMgQnmnj4+D)3O(&My`r+;vq+oNIlXe_;+x-PG3s-klJ z={oy6$E(!;v95pJd=2}zdj8LMf4_;<*#xgqt_Z{Pf-)#JB0E0@&y34JUweAKv&gCEy5Taz|;L>;G8 zt&FrkQz^V;g@twLf;Hp)mXD6JY@D{vc4j|RPR;U?P+1bpTYMtMuzKm0P#nlAIG?&zOI-Om{o6o;VfgsaAi1eyx5B72RNxEu=5| z(Y}1UnvT70<97aL^MAcOasBd=KazNWXK%U<*1FcCeEG+LM6>RYwyvI!mcOa~{`T#c zquz-hSA1Weu#M-@pNGCYvfc})I#r!{XZ}?2XXu+l%^ZTZYCEoeJ(?Y!@{K&n6}5yR zMp0F>>$=IJR8gP;n2U8Ud$x63bF4ZIAqSq&Yd&6Vm#>9|by5~Sx92XVCY8!m6aY#= zp(=Eg7*upgTj&W@Wpj3K8eXa?pH%^Ys&q4grNUx;+H^&!1yqEXsTL`frrA&;dDW^F z8K_hgjZ#upAZnOU31%^xh^wrsd4*C-6B)v3Owm-$swvu4&9&TwLycBlE^EfFQL~D9 zK?sqeQeh@dR2fD(gDgl<@+H5AO769k1+8WNT>5c^{h$i3MrvMlQL^QwrGB$~fgWlJ zUbVms>hGotc(7LGTg4t+Koc~#yFjE$%Y_QC(k_bDtrQg$HJ9CBl7cMQr;_-fJfTHV zvI^sj>=ZY!H0DZqnl-!W_dJxPTI%MYm9$k}8RG~@SfO(XJw>dW-j4WnsffTx6tytK zIy45Tq5%}Em|%#CXpog66qJx6;-G;D16xv2Pk>T?q8eh3Oi#dMW~v-S=YV`t}9Do ze$L<8=)x5%N@i7kGP8tp<&!)>qSVaYx=S&y<9ch`SDBZpbn#W~c${A6tyzt6#=J5L z!c1JJ!n@cCFIB;y^auGg|6wEg?IkC20!AR}Oe=^i((r_pIfa3IE}RfxREyV@2bH9p za{;cZkMn4-rc+FlAX^(>X->Faq%<QwV@(d!&o0OQ!W_Fr1 zgMrEQYz0)gn2MY@iDCJkNZO>aa<0s8+#8`up$Nr8HdcRR6HnbX87zs+$xx#Yng8*} z=++sXvYWX;SjxQQD+hHm&f~O#T(QxVojS+Ta{Ec+2>K#Hmp5LNNrl&J6! zsM9EFR-bZ5UBcIWw`IYqtP^?gM7*E#d>!4?*P3}vo8Zg^(LOxvW^I2lE;+OUoHMTT zT)lW*rxBxBbSpR6JYRO%)^*Ku*+3@NoX+=Ko3iVHj9kscdJEUGK36v0gfYCCX0wGz z;xx=NW5_Hhxe!^v%$gzY$GObQnzQO8T>208{}*sG+r+A_d7RIv_Y@~J9=7B0A{BuL zBo(b>lvm!0b%|xGWOXkuYD8^&UWv$DRSBi5I#hl?{+-&yhu+38vr|o_oI3x@$eU_a zok3avODi_{xvO4aK$e?8w0fb-``i1mQe4{Y%zlm`l12M?e7q>(`qG++x2om3U^=gd z?#d?9Wj3G9r27^5B8|X8e8Lnf*2xE_Y{7Na2JPM#c_k)UZg<_zE34VwHcedDESQZU zc$l5$G(e5wHDfBG#Zt{K?jAI(jG1xpyrna8u2Zc~rcG@ogc`F2T@ z$m;-39k-@7S3Mu^E-G%3QRfmsU?GxPCCLhvbZANvB{{G2TJ<5fp9wKx8`e}KJ{K7^ zstw6X*jbwCqT6Zrw)yZehKaA0S(1~|`h6R99@m<|iir9CD@$P(lvA(-F!R2t80$Rp z@yxlSa-DcAHQxve^At}#Z;9T$Q8_9aI92JQQ?7)mHj!PN8OJ&CKCf44u|!OIx8bm; zESk3VI&y8Ll@5VI8?;BJu_bfnOszyFnwq)oJf0@rTJMy=VlL{?;ph0@Lz~U-!N0|N zs{J4jkviue0JKbt7ShzT43B#GrGr%qqiwy{JWk3qmsU5Xq%Peg`wB^w?WSL!+GgNc zBGWgyRp;s>+pW%Z9-#}H4H0C7&;S={fK@7zh?P896J@9?nNk-~5|>KJwro^(XGtPi zpVkrKC#Xv4-8OALoW>ris@}JAey3OO1v4>EWHIOQ{2)H7-~|d{B{szus!61v#L-*d zv~Tsva}g;s8{4vjMYl`J)q1z?k!v2$|I$YF?Jn(%C2`(scE*DjXmB-! z7!}EG18w}k`*YJJ(X>FeJQn_9xwnutUdU9&8KX%fV@?Pb<`qB0p3TFBBYT!d|X z+sv`9Seh`xpxwTZ4_^1m4^=2%)V^cMegmLa0VNC*9a__1E>k|=d2MKbBq%C$eN{k^ zDx@ZLiJBX69`!U4O8##xtxaj#VNm&pgi)oEu_7r(s=7#4K$M91)Yc?auk-IOvftX* z6bn4od^3%KFHbCWEk$Gw)JW9hd_Et&Zxje!qGDZ;1hwzuL*}-rna4HrVp6n3q#oNH z$Lr89x#3+o>&7|T_ry0gbF0h@W{J3)W)_^{l2(DFf@-Bry0(-kCO{K$6Z2Ja5m;in zmx;>OL{-(e0b9y{lvXKHkSHNOzd>vN)6yZ>+zj$a#$-!%(63~YqnoOrB4#3VO1Wz! zxe{7RNu&{_PhtaFU^%k{B1+L$CT>z4+ZF9xYb%bry+5W{z^LNt&D9H9>IJdAL~^c* zOr%v(bc}7zv_u!P@+ev&N-SBAUTCUH^wOKkrm|VJi6=`!#wN6OL zg9g?G-AN-yslslio?JDr#Y*X7I%_%Df$k;*Vj&j{*`5WL(F-GEYH%zL`K;tRRI74j zwxkdh`54fw2GvAlOp)cL)}&Zep&+f)f|!LC`oYD|a5PzwTmjJ{#1_C}vPu;y3Qm+S zj;5kiW~ECuh#?VPh|JQ7K3JSws*qjc3}_mnR0&gSO;uswa+*!G^vs%Rv)}UTYybNK z58FHyV0US&CS5m9HwPwIC6~GN(RV|Z_P+OP#sVaLG`GGg^y9s6KMmaxGx<0Qi- zd*w@A+ps_2lXbDGc~_OL>TsC8`wIJu}t3aWa#~t&C=x`tPIRDN-G#caz^kxg8+r103^g$IuGZzVO!a*wbojw z%M~=;4jC+SC(5eGBdV#^07*naRHo0xy3*(w zRWS{Uw~215k{T*#>eja`TZZRa(%L>c9tCAni8b4C=)NIXo~&Ug2hEN*KYA#H_6R1pVd_zjA4lTeJCG!RF@Y)BcV6Dj4pu$T=TH zYH!1b$kCtg`B4VMMfhu#qdOk2m zeEq5W{$*mW_#>y^KUBV$d5O){5k`)XZ+Sgo)8*8fS!6w*@$qrkZGJq@(Y$K>M*9)v zxrF@vIDhK2o3`DXk3P8|SMx4-^IhB4&ki;^ zH^D`@RAg_CyYp-=qiMxeRTQmx%Vc>j_04 z-4l$+g%me6cO6xjS4Bm+$@Ycb;qD(l0BzcO-XEmv3LM;~7&-O}#0sWQaT8 z*VdpK6=jCaP+1Yl^PSKD`1!Y1*Tkj8Z*5(tKHM2C16^9p7}B)-n1gfJu`1B@X#i2nO=_$YJLR47;~BFtLt zj5O4XiUnk8yYM!}&f8Yv-7j7ov1y28Pd%*t8$W)zTC z)A$54P-%~{h!rBA%t2RZ#9Feda@BQH6Ls+7T$oSOa_02&(?ly`BI0bTGS-SdmztHp zU}%Vv5Si8Py+SdSw!ynKEnFf`5Rp%*(VA$hj6zM4%5d8qrc@IV5okABmUiEUP17rR zTD$pn8#&hXYXO0M76Bc)Sxv0P<-!I_HL3}+p_=F}^ZdLwplFKL8nTYHO#UwXc_mWb zE6U?1izMIH0cq4`Mqzz|>$S`1`q7?gT=Av3+x_n@Ue zttGk2%azSDAFZ^y`IbXYFJRwb{jFO*hnY%SnIzQJ6R4O5G)0$ms#&rv7W&2~3tU2J z=DnA;TFNDX|5RMW5^YVtfTNNXQw20H`83HU(X8OoM#x zJXn#HX1twt-1e4d)C~I^!a$NjIn`ANVU|=g6ZE8Qxym)Q+M~uP*GhN{dl zf6Eof6+*6*D)tcQV_n`~+;%I@HCF{?n~EEQ$DG-~>FsHr zDHSDhra>uAZ)MH2rD5s%^7%NZi_mlerRy**?OBTkVIeX}nw4o~TMJWb4OkngMx3*_ zE=cuet#=Wtl*wpo&HG-UVI|&w{v!xiv9{OG=ZhIF9`K ze-V0~Th!j=t6L@xvyV1jnIBmfytQ3gYs+rIOP5zzm8y@8enBd(c_v|zMU=V~lgyP> z^J;5+6nGbFJKs~DDR^O53aJW%C`46M)c_UL$vKWQowfO#@r>0rztc3K<)mgADw!)m zJ3G6wBQ29eiKmYfrW&fd$Zk%UtO~&fiMQij)thy5H&Lx*)_PtI4dF)E(qK_?GUuw7 z@vSw5t}Ek+8JR1QSzmof3X`9ZE1?;oMaLWC046w9;bY5{P}@6DJe6ezXsybii|M@J zzRW=F7cwgwmz%D0g{eTAn@hKDVw;cn{i)#t3fWw3d2}YK^vTHUT_b9FYomYlzK3md z?x9!Px?3D?e+aTQe5|+qiQOujEjh%Z@1xMxT5TOtYI>tK09v8dhwhYTtXU}2HbF@k z{DyIC)lJQ^pcM^})|$g+yd}Sx-5&9NE^K=5+YJ6!kxgg-)C8$2*{zG;e3y2HKUON% zx0WxxJ#!vc%f28vYPN`s$cV@mOCtt!+is@)<8jPb)l5vi-}R5TxXx#uimin)Yz}>M z^p?#>ysrU4OxK!Qn3au$L1MdnMzSol48gnrX>!6nu#md(^7)#j(m0fyvJ zj8!Ys3PjLz-ezjbj0&W8Dway=`he z`MbM!Gm~}&ktHZcC6KHX6|+>$Na*E2X{nHFave>vb(g(`@>~mIi#3z05|ZVTwPH>< zAW~PmvMw_jw=O9%*ILXa)li1uoI$O=e{B|}NjbXitu-;7*Qyj1H+V$VJfkj%blZgQ zUDZ4jtdt4CxQ+4CTK|pa{3IGcO_k(~Gwv7toBJ1JK^}=EZM61c0h4k$V?Ab_QU&Z; z`tf{7J85}Et#xhYrlTB_Qkv@8yD2QER!A+o`M3Fa@HxAis7TwU+fs%7&w>~4Q){Id za;M&7ow(hKlBJqNl(~zWY(3VY2%|EUXug}0MPWRvB&-((t4twr9nb&h@-;feOMSRE ztxTquj`pIxTn_4@iZ}7HM#=stEK^ZyMXh==qQaYviUS#76$%cjrKh~57(`Mj?oAcy z>aZziA|sE?byco;m|*4fp9Y|@WL*^4@Zlnmxmyf@2vV&?f?6V>)pyHFi-wde$#tea zQcthJOk(L6l9r#(Sn&S(vbVt%F=ym5Gc`cz6a+}3LWFAR?Y_6}#~&y=<(B%IRIP05 zSqG@Ds*q5Hs!{~YM7PTSx*#O8z|_iC?3pjS7Hh3JC!sLcqFy=E1kBHqH8iV)aFk}# zg^=aF>TIV)o@(+X8!J&PvQ+3=P>vo;o*xsbLs$Z{CaMynGObC)aAbuY4JD{Vfq0LCa)e9t`%B>}G zEtazD-o{w9IKxUuYiVZFvN*0&$ikNJ>Z4kh){WfrF@>|QWraD7+C*xDuK0X?(}650 zq0)d8SM|MmrB!oh*a}y)535pCbCXVWBw96-ZH}MPe+M1{6~0z@t!u7F(^oMU(?VrI z3Z!JRMiZ+-8e%Kq;+YF_Q3oNw0uv>o?rjJSZL0Mu&6!4ZO7c^La;SEQYn3TfRbcQI z=hT@}BnNoca})W<1p6+ZnkXh>vQjFFb%Dy#6gP_d5?v`x8l`Bqijh&Ano=&Q{ceXe zPm{@9JRB_rWO&%hk@h88W6P>lPLA${A0i-)G?uY?6`{%z09YVQ#S@-IW%ZJC8*$Zs zhM~@{LTUELS^2J?|H?%X7b;3Bt9VLNQD#+w5GtXp+jCwv&PHr)iOR>ct8~S4vrp5g zDpXOGRaRAi0uT`bB`P8mq;R5)?|WuFx2Pxx>oQc6oz5mlh7iBJSU#r7__Jd@PrKES1C7npw^<6I2%m4)k*=RUY8OORR#tVqPNYKv?FIe z0cfGFm91b9m6%aj3h}0q*E6%kC-phyC=aOYPfM{hLd|@rTk@*J`}@1_1=U5TlZ`O(5G z#Sb+~iaOJi z)RlVy^~r$vRAz`yYjf;wvm{cSFq%Oc(4r=gRTWWdR<9+jf`(vC{2POfU-b5O^PdzO zHC#ns7Q8?Ju%Wl3@3yGSn#k{;q zE9vt_l8l0=XzO7s#nAgEn*0>BuPgvmM05YqM6^jG`shhLBUvb9cH6GGMUjR!Coy?AV&LuDU!$ z8K$*r>6P6!Ykeirbu_H=8oi4#OsW7=BXh+(W5d$n)^J1}S*D}}ni0={>w(BXzrBz%L<=EeqQT+6=o8;&zp8e%(nUpA_P;|hW4XU)ciQUD2==G~d;vuroHuFJ^rZ{)*AgoCSK8r*H+Jjn;Y# zMyyMl_qMgsbL&Sw8w*6%j0o+0hyr@(y>)jNmXiYu-O3~$tEGvVbVqS%79U*e+WWUc zt#wk^duK^j9rJP9Hp#igy0JRxC-8j6;x$UiIb&TPvj%96WSr**A_}IZURl??01O7$ zTv2OcPBAIFT$_NKE8GCfm?7xRy!v&{_v2h5P|NZ|>cgw;c2;~PqY9-a5J59>Gwq{h zZ|$a>YVBn-s2s;tO9qny;6gqtQ-v_7g4Zz(RzUZ)`P@4Cjoa<@_(oZ*r&c%bg2_N+ zo}jhX`n|2FXN$N>j?3*T)lVMId}prVDy^+Gj^pV<6_rBFwPe}wYJScD;F%gyg}fM= z)LHDg%Bob{2r)t|fYl#yf$M^r3|Ium4=!ASGI^>H60B}3Di++B^f zl*`M{{1yIE+A?pdeT-A&?RfkBCaarmCL(T3%+(SCj`8Z;A=i~x0Pb6-*a~jntsWUt z>rT4Vy^+Efuo#~4q&Vy*YC~`4)U2usE-aeEmvqYTw)VYct81}}QmP6{hPgChSD1-_ z9nwmQ(q8htgE@;tcFU$Q08`6Us6eVTav@LIax~Xc5+o7{C5>L_DpjvWuR4p*$ORP& zAnbC#W=3Q$5vetw7p1uUlFSv5lIBU#E83(kUAu}qG({-F5>#epVtcH#ER$-QBJ?a^YU%P~~q9`CDt{PdjLLWzMTUg-Zy`TKZLu`I|>ajNVz-$`kXd^49j&I=5|UcB#yzRYqY3tTLDMX#B2|-_j0~1-jCu zlC`QjrKMF!LJefFlpuvg0ExFs$!ICIQld6>SKHQXHGUP3YPa$=`y*>({Piv$BK65$ z{0tDHw7~XytGSZ80DL~9swD6DLab%K3OBE>ny&d?{?@Pkl36Ue9&0}4Qa69yt&O~r zb>$U{sokx)@5A4I&ofd({3gDoD^%6+ryueA$aBA_&+&ZT<|WOK{w^zGC9J!58Y@#W zn%NYGDz%cUstO4eQGaZq;$6^k$O&Hbkij-@i#Ur6Rq%QFc1u>ql1i1X-k>G|t^})qRUp(=m8t4r{I0>|nF1xxZ7L+C~0&T6ikO^(xT(dDEuR<WeJYx(+ z#WAy+TCW|dZn=!!$`-ZYb+XQsvgQ4}e;BY>D-@`M%L|v(8S`rGCgzb+W)9V&0hA5W z#Ty)4T49S46aM_YYi!=Hh%+xjsphbD9_A!CuZRlq97grus1S%6RSGQHY*kfJc|jIU&Am4P_u^%xq9)eh62frF zcJyDBU#sp_PF*4bfS*$!RzvOzGks#MI!!`vrOc5m>1%j&r=ck-ucU@3ic0LIlIaq< zb)E_6N_l2Vw_%E$@T_4RTi5$el_l%=IF8fo-EQ})*YhZrS^K8?m%iD}{;$u9D~;lu zE3T_dt$%4Ix!l%>ysR#3Yo5GT?XOpdxtNHjI3y8;bKN&hS+JSNDlIWlrR1nvdX>*Q zW$5rKU1<1O^bIp{iBePsO%~fqZy!$!sTNUbEa~5yy?Mg+e7VnVSK2hot zYqDy(ZiufLw&oD(*k+avfgTTtv30%vBrw^u0vaO0ZWrvDzjOmF8;dZp{=-RAdGw zMVex%g$k;4t^%_)O@olGYpd+Jc%FH|rr3Y?Q(c(HIn!+0ZexrnJ}QJS+2krteBy?vRoDk`V5%%SS# zrbM8DHP;88Ri_{g4c=!ZypNmT79XgG2vt2whulq*cDQPt)Jz*K1hOl#F|bY$;?kg| zf{)`@A@{zS`?ao!!hj-Q<{l3+0)`%hCt2s9o0g}&k6ao^?bAN-e1}E zxc&&4U)$HE^zNY^qT=Sgk*dRVO#vlSrm_qtM7H7g+E!{6oq4W6{V`KOs)v73`3VC`r9p^d2k6ws)(a%y#WPi>N27kWWzr8r$v zn`s!y)iap-kT(76%a9YW`0R40LQ0LIuxy*%&^sevt~e~NRu-2StiqU<21tFHmNMbH zbhSche(r)6J~v)r-W#pCU}dfuY)er9+Tg|up-5fwAFSc_{daglD1mS1?;6cu^n-+YbM0@2&1XX+V?VLB4j#N#R5(?7@tDG;i9eM}et(Gw^ zShBkpm?bO-#Z?n(;R+55tG`8fNyr*El4a+ah>m<76; zN>(w4xRoA7NV?E^QRwStX!LdV5AQ%+=h9kTm>X*n7f|x)4pyjIiT|VS>0XK%OCaW^ zmfd`$3!yX=z)so4m#FbD6;-!nxS46=g@UG73d$_AvQp_{wV0~f+(bRo$WC#W--x6+ zu!)K!$4cnZ^PQx*C`POz*{Ll{fD(iVM6?-15TU_5|AUg^i7v?=9XYDD3`XHtcu=H4 z+hUawKBk1cm9F9|t*Hl*8Mk3iQ3y7&0S$DpF}I3M(@=_9WPvJ8KSyT4s!T~oHD@C` zv78PFpowAv(^)6+z5BRq)bIc_sg+V<)q-gXm@rBtwYe2Br*c}AuEET{w25xI#f9VB zSWQpMm#w!%9fuK2+U&V<1;9)skqE&lpB_r+=U$kfonHbur$U6hm>DWvL$O@aDWWU9 zC@NDl(pYNGuY3DgJj`L$V#%3GI17taB4yrGwKy3m5<+?`uamIfm|3^1ivLd+Y{<2%?84uHC+A=Y9cFXRglh>-U zFR&vygA)3++*Zpec{`r4C9Rwi^T`sEbF@^`ZQEA$g*21bYpb;2quRIIt;ZsJwPMXpV3xJY3w4^{PG2h^MD3dXq+ zGXO-{Oi4flo6Egn1Aafxv&_t#YO2;u&CTkE^4(~RR+S=EL}gm0X=|FoLV>wpFfg8| zrwMj8$vG7Zpq}09e@YA8&T92ME~2UTtX1=GRJ75dnDZsmFb>6@YbIm~fu%@uF$Ill zo~CYngz8zT?dC5#$IIilUmK40F(Z$uFS2ja0}>;CsY%Yy(3w+AfuhWq+7?Cu+vFbQ zCF|tlK1mF3Uz=^JG`veim)vKoz_2zQ?^ezy~vLH&~ZpI3iE~znM?~g-sOsL`+&x1Kc|m}D|M%d{00aRN z``BIeA2Kt--Aq;Gz>BEiE4Z7hsf(=jea*0*g%z4Sq@CG^%qEYQ=7(9vK0O5P&Jxbp zo7`;6H8Gx-O6#^(jD zzHap;V&7i#vMjkByR>kOvcQGhtB%!kTCJt-IqR{W|MpK!X1p&v+YKdop-xV;kN5q! z=gZID?vjZ0sQ9tQ$oK(#u-@A0B6r~r_knubzHEETjO$83QoD39O!vo%-XO8Yl#Es* z>Jd?S{m=u-$V~OzT(dUvHu-er5>z+U#$54quGWstR4`U%nMqCLh;rJC1Y%s55K@So z6$5x^S%qhbvx$go)?}}})enPCH9|Ox5iYFbww1o76If&-v%;&)`mU-`g_6zsw%_)? z8K)RMlEtW1!Kgr%ROA@`@DoW_meV=Pc@Q+K`AT9v7m;F{T!9gRPIwGD0gw)za4 z49%4D8D*4FQV`~* z)iFco2lA{sGG-xZ1tKayw5^+MRXNUY^^k3JGo?ms3%}ny%1{Z;CZ8vL+5qzhbx1JSee8Q@c8072lB~l(K8 z{r(cwe7HXg5U{jdgIHXsg+WZORr1B!OG9RTr>t`YU3L45>sYcDrd2S(+`t3z@?3ux zpA}KMp-HJ!O=zw-Dot>ZFD6#$!fBDGtg__2WN(a?kBqBodfq3L#Y&A34En^fXyZu+ z;Th!AbnB3wt`^^rC{+pz>rl-vx=V=nWdl#vM6qtod_utGHT^# z3Ogk|lB1GD2_aCymY=XJd5YaS4rW5itQtjukLbf9S-u_xQI$F*r)qv6uc|Dhh>(CT zaCm*y{=zVchxw1rnCej%?sPA`Le@LhZRxK4X0L6%&ytOn@QhpqhnO_r?dPAWbH)#u zN`GVgu<%y-T%S7v4OYRT3}kqAno&!E0#?)_GAd1>wbF-~l%>17t;mc7@SS0)Q@0)S zOG;ATGTxiriLCtQ#llg{)Xe^3)-)@hgOx0^>i9%4(?nW9Q$@NI=ZLEXDK{=mjua=q zNc~0R67NF+!t2q@{y9x=Ugd!sV0GZ8{1zQkt96jTc;ZMU17 zWa0U^cGinZYs##sbkDIOiP{ddyI0RB%`l%W=J&2a;d2txnpEl1f@#sg7L<`x5m95g z=hAwuTDm1zTtf;XeU4yll1n1muv*(Ftge1Y$sbisYV& zQpDPJw2YT=9e*%i5XaNjX!^1kF$FG7AT=|+)Kv>gFC|N4T18iaQpF28qbg;IK{M(x z=GxBGe(f-i9@@&Pw2;-My0Rp-QAJ{DoD#Lh;rMFik}%O~Dq>vlC9?n#N1@7)6g0pK zo^aR~dG@{}U$*5R{aG)<>-F}yI!H=VT&%c7@T@G#PbIS?kU@%;Nrn~2i;&d!)no02 zhmZMU*PYwBRaU`2Yxb<9P_(LgrWX|2fr?51qP;iou00zf!nLB3lEGYKp=V66d3uD4 zpdxzPSLNj~$SR7csS4=uRncfrBQ;7YJ7r^z!iMT4Qb`G_FVI`2S1E3#ZTK*7S3~+$ zDPSQ()m5#8kW6p>H|?lKXTQ9Hw$|l%Y<^2CsH;}5787x5t-G#g>Po^{B29HDs^m`j zcd|(xRVFx80_>@88Jpx{DC5(O#}XqY`7txn!4!>6ab$)2RH(qRvCCr=7>HP z?+Yc!UbRbadSCS}O(8^NCE7}+ho|$ZT$&q8546VKu`l=h0OrJdeVz;gVuf1f(NS z;{)5d2KHMt3tVHI&(yx(Uw3UexUR9i+`4Qdd|_F!a$#g_FHte;Txepy^y4M${oQ}d zIb_e?I&_;;bFPiJS-U*V%u`Wp+rIA^<64+k<#P;+XDfo<_CxWivoyZPsO4NFW&pDQzh(tfOn{@}S^`Uc!z+RT%@=CI-o#1S``|^CAl3SmxscB}w1zN?c z*2WZMdPJ5MT5nDIGk+jy5T%)HQcABJ{>}ZNq8n*4vQ`F-``&}M+EumUVe8||z&6*1 z_V2C#BEh`I^YPI(6XUkCAM(iOE!kI=+S2W5xs9n~-jCN4Qi#gb)PuJ2T0X9=nYA@B zv#R%Hxu)-upL@Y17|3(U<4MGR=otUH&>qi^wVwArrGAU~TkkKAkH!0&=)pTo$A$9ie9C#8wMg9thL6Lk87P1X7B6$=e9|V$N9u|NZaJfn6ce$%(bquNmFG-P*!06 zY%#bT%!-k$lqilh|9SuUs%x%GZ99%5%OVy@)3-1fs&UeX&$U!k)!j2fMEZ6#+diXm zTeImLh4fl6MZ_p9X2dyHHFI$Eqz`FU?@13DptH$8jKrUopyk#N4$v%ZPb4JuR9w>~&+8)R>)!r(?muRo zUc*F9ZxZ{=o8x}Pf90H-W!t8kl2PeuxuyyBW^bGPM91`J`7`s>-6zMYxB{BhV4GO8 zO}-nven0#DJZ*IFBcP;-?Q6!ZC6?#;x zwo-3zGtP<?h5+NGWsV_CmS_*{ryaakL3lc(99 z`4?Y))%P~RHp_NYFlNCMMm_3&+kbbt#{2DjUF++$MDe`ku9^T#+9#BBIudlZ7Zqr& zwN}nb+q;;`-kTzQo{xv^)~!i{7&GG7?}^`X{p|c((^m0y;O{wpDI`U=CXEC=0%?+3 zWruBDV%1nxp|n<8Wih?k(OQoxXobyZJ^R=&!f*3nnq4(79uMnP@9m#xxBAR zO)*%bAgv^F`EUlgu39d+BX^jso#RMiX&qW`ElK>5bdZ)!mde_MBA{Y#+yZ53E8f*K zHa(Z~lw=D%ruMImbB>(J)*|AG6IA!p=8R8vtr zt{a|x?$_Vz`SNj_(fp?;mkc09B>;E7K)^lgzC1ntwj5Xc1YcGUO)6Pn`pLLc6B!TyX50$>t-bpH5O-X?U%c*TYTp_M_s7_ zDHJn4WY$r;63foq0Ta#5CZisqBV}s1PPE#ay~2-hSB26UV=uXt$s>E7s811&6)l8l zqvHb^?K$tEw`j)+JE?BXj*sgb-v7XM~59}J8bv5hMw0JA(Tma8MvivQ5qGV zNWgPyh{o9N_f>Ze95d@`=WxmIU$-7#&ivPT{6FT~|M|H| z@Z*SlIrp#E$J?fG75!4}#ldb+|44h#`i!2nAKSk1$VvF}FSQ+;`DyjB{Q42?`SzFZ zul)_*Gu~G|`)fmU_aD0s@$V~cF)KpQg*~9}#JliREbvjwC2eaZ_FM5!?domM(f1GA z-%q{1ZIT_ju3YP{A=?yldz0-i88&A&62RDT{Gw7dw;dpFF%$9+so~;{MIY(^1t{CKGvU6uiEa5zZHGsKTFCN zU&r|E#ech*r2Opsi}gd>$MMH+_x1d8xAJF?*e~q0&DH(-IdsRZZI;_Sb)LiOeW(8V ztM^>%2jl%l-Q}&;PuKbNaj(+onR~?Rwr%(RQO`d;oBZdQGistH+Mi+nJ^ebWC!WZQ zoXo{qf%Sp&Jl6e+%VO<<)+M@31w&rqD-Lbp#Nt=9f2uI}A2eNwI_p&e8U!YRgx4!-y zzu2Q6vpS~Rc%b6hU%v0ZzRYZm0`HYau_d?tc&urU2ep+RSvJ$l0!QJl^n&`M-$&)D3-G7na*!ANjxiIq$Kh z_Sd-n#gVJ#$miGl>l@zu+bMXq+xzwITA5eQZ`Q8YJzi{;jk|d#oZr8E{Mi5e<9Ix^UPt@qvER`y!=K$R z8Hs7A*|rLa$NIQxuvrl8ytR5I?gWi%$91giAF{^ti2zKTz+R zO~sn?QJODruYW7Jqd|7Jwsxu8DoLR~jBU5A$9Ugs_KxrC}Uh8}vBlcff!^l6c zyxeXJeXY~t(Qm)#z8tgP{?l>$KcS=%abB+<^~A^2$1b_EmC4j|)_3F6HUp2j8i=;1 z_5m3;`M#Dm{L}sAFEi)!{oStonfBY)g;r`)_`UeI#EH5QKg(@SdqxFiuefsk_ig^@ ztG%oL8Ohsjaz6dvpZIos)PMf=nlbaKd-c~E`{Tdi{lBPxDDpA?Y2)!zdpoSpSnqR0 zd){q=k9KgLTvUtWNXKg9p+&za`@j)**b1q@6RJ1Z}$(Ej}IvO zFVG{_|9(E-7XT5|^Cq#E`N{BoYCD^?pWo!xhfg!zkL{0XY&TY0p3x-Vm@ikozSr1g z{`h%AF8llY@x)I>?DE*x$P1?Tt@RvF3^#d${Azs(n{GMt+h+LMsUOe#<922%J(ggOQtsv3`M8+tFk;T*`Crci_Lsl*+HtPhcp9Fbkv*zK%Fi8N*B|oz zZ^C2npZ>>}|C`ILOPAEOHp-VxzsR!Phh3>j)QWnl8siP~=jp#4B`+`~umRmwPpii_ zJ}Mq-eFUGCKjiU!3-0}G`Ss&V=8o5~6~6xQ`Ze7D^0)W1{^j8R1>-Ho)AmjJe|n0I z+k1<9L?Yuej}<AT3-yT1{zuxcpvaOe%`7V#&>^fcbako8X z{PwLKhySI2?BCTsHos~T+dubN?eTp+f7nmIJlo6E8w=m;Pifzdn*8DL*|!8VA8)VE zU!`6r`&{mGV0{oDlt*0CBpX(%u{UY$K)o=(8b3=lE-cj2jmg9P7tz1fi@J@J5$nq5 zxku|$j$h_Ee300(kUf6t@z<=kQU7nTe|GsxdL2ve^B2vw>bHZxz8qine)GV&Y9`C6 zp1;3wRb_`mh|}gUA{~%d;WQw*O!;U zZ9X2lh93PqUZ1-6sJC&w#3gI0-tI3yz3!dkiF3ZT7eyut9OTn#nAg5;ZQNhK-;ht2 z$5~^ymo0AoM_FvlQd`@h&|~Ip)$t<#PX7&2 zEAKzTPdrt*=bP)>#=j_ja&MtOmFq7OH~OD@ z#hd))vj0(G5k<;c57ax)gOB!~yl0H>*B=zTNVWQY^ddLKd;j?HYv~4@^PD*I+z{uN z*UEkW*luTSGPlmQUgXbXB%@!vedGQZs2|JTvy-=Dd#Z=0L1gPLZOw|YVjUsdd)@i+ z*p73*_x-KhX4*}E(_+mQp(R*Yv9g8joa}Y&e(H4jFnf?!tSfIn&n3%8^;7N_x(5-- z{o{Y-dhGuFC9SQ$uK60}vORwLWzW*~f!l*EAU(x~;T?X?cnkZhx9+jFYya}>KmAzm z+otP!UFSVBASZglTJh`|KcDkU8~A07Lvc}7R9|d~%|b!nwK(X5VruNAd|CQr`hi~iL0z3Nd-rs*v1w&i%)@`kK9V%$gC<8{5i{Qi5r zm^fEeRH)(mw^fvDT+pOulHUWXs-&#=DIuohDg-x{ zmDh@h)|4Pt=E~wo6jCFiD&!w{kyTk$1)x;K1S%<%{-g}#Kx7rG0&oH^??1*l(-CcI zYi2vC1&Hj01-Jl!ihNd@qZZ+81!%K4~VA`U8$ zMRT<2c&+i{;M~oSug_)I8ofT=RR0)FTPR4nNI{2n01b_-;DuO~f)ofvho8I?JMueX&gGZckSvIxa=|Eztfs;X9%qaZ~sHg{PW z(_^vL1~qiB`eS-fA zNvaZEG^nj@;dS{mHtIjd%;l~`+qTwhJ(2I{wLDTJ^=h5A6?-OgaTnfd%T*uGnn#5t zCDpK}exA4wJlV}~U}>`X5(Wh9dZ&t*s7k2{im8Y`=cH=W4b(0bz{=2~1}lXbnXXMK znjx3R+w95Va)HYJ%Y8Gkw)nevDp0B^D%qf!C0BfgM7)bcCP9QEZc>slQi`m^w;8qa zcd6&{I;81tt@SMrk=qk70+wX7t=&BB96kVpv9~I%J~|B)_{172lEnLPgK4eIQ87Jq znmQ}w`EhlGs15e%4Os%a?Pj2M&R zovO!8xEW||tN470;+!kRM!q@NH-E%r^X(|lXM$?3nji0H_bSwN%^|Yg?zY|6S>OKW zwQv1)KYG(h!oy?MB5vxn5;Pnv<_wGMs_p)|Xjf+JN4sre$oX78UfTOwA2DI=%l-ID zb{XbZ9=4KFH2~67W#8--cv<6nWss{ot!8D(^iF-x?~Goqs)y-bCKc|(+P1;7L<>dI zgoGFJno(Eb$2z}1VqSPbkwolAifCLCvBvVOR?AM{_VU(jn0%k|05kAXzV~>09@h+{ zJ4LnaDuz@95d&ouCO`d;h*8&wzW+tC(w~VUg$8H_<|eXABoP&1k(;@;^I>IY$Qj`& zrCX;o(o9~d4@F86AYiOR&?CTGWlhXkJd^O1yY0tK=J@Uk*8oF=6cK0(xx&R-*A``| z-Nb`g#K$^cDf?!-?KDVu`l>+FTeI2hvds~wYRvo2pBuPVuBBCdw>nxtu9@Q@BZ;gM zr7FpYc&>!_f5AGmerde3PLC`3E!H1$|4AikJj-3OR8=J1=k?>=qgvZk8I0u*gjAq4 zMLqySqG~IJs5X0RVYZOzZA_~)M%$#D0+a|UjV$iZpyo{NZO(+1esJ5AC72CM;mNr z*_slG)*VO@Y+Iv7Durpn_V&3eYjn}siUPmV$8oB?*vT7P8qiYMfG>%YQN01;{0RWdneq>!RJq>Gi7;Zu=Y z*zA>sy@&Su%r=*nM?{#-oSrhu7nqf#HfVGA%qSGKL<%gxL7n)Sl93nUBDo1o>Snd< zb?H-6nA%i@A`!@V&OxbUk^+(<9cl@|v9S<@*Ql{pt!jli>w((oTj$RxsZgoQXWEnrNuwmo6NsvU2)?iH6Qhe@ zdqckmn0aOe=@LRSX7iE|6kfo)%YRQWp;Dctf*M^#iw5rv5w`=VJJmP=%4D=~-==ypRa`1MI#13)89 zmcK}KK{?i9jVdH1^0wC18=<%m$n#Lyt&8P)6yIxotXf!K%UgwH&DDRU>5|3XqT!q+ z1(n`mk#L4+5EqssMpNX|vKI;grt&j$V|g~XTDY%_N0bIEd>gav_O7KJ(yAZ$rYIn$r3XjXs*uE1<{16xLKcDx?@V|}0a z*p$LPuVIzDex9nxO;>n#2T@>TRtm+0qGcLRza*txr$!%E+gW zR3V#*NOG)bS7Fu$uH`{t+W0Zar*c$-Qd(4%>Nl2MX zO+-gX0aJir)Qh#2mr0p0+cE?qyNWjb3HpZ$NKdec1enDtvt}ZbQdH}`6*4{G-(nt> zDrqrt{=it|643X1uE-T}+9Xyd3zz`;6TzamvUo?lL2~0mZ`{Jqb5Ho4a zW|=?)*?K!32iFDUL`LN`V^OVl>@vcO-b|XJWjR^eB_qI0tneo*CL~MA+`1TkfeK}o zzoFhsqxdypwr`c;fp+cgD&qz8tXx2xYSMwl!o$%$2@XH<3im@fbd$2b&ph{n=`Zxm}Y6-W!jK z?=k+vHZ%dn(i*stI#VhemWqS`n6Q z>RK}6DE&IIwe~pY-#XS!NBYPmGzmmY6DSH%S&-6N6)WS*_RkcNO61T;K`_nA=HZ-6 z#5O4nt%O;ru_&osjW9H)(S~Mdzva!u^Q3Ljtb4lx&JU! z)eE5pn>$acgdxS)?P@Y{fHa-19ut80PW#XQ^ zLTIomsi~HC+rE8iV@lsUMXMMM~LK2k{zSa*-?HUGrR4qBqC1B(pYYo9zukPh9T3njGveTS)IZtBst{tNT#|D$@mvQc?=h zeE4uOd-u)}X`b*Y$tf4SS+?lU<3@Y<*2d6mSuTlQjBSV`M61}lYV6agZh zYsTD~fGBN%szs(pNZ*bXNsVrFYtBY2M8zCZjoA6Wd47EOW&7clqpn$_ znN-u^OD4FAR#228y=vx0pkQ>-1*Yl%ya9v(MnyHUC|;6b3>7IQTV@TGpo&G2NsMR1 zp(2yK9I=c5brDs!OrSy~iIu(r>B78xv#r^N6+TNrXoIx(pP!gwSFeEKJ1a^+NrczR zSb<uSq4PZWVb*#u0@XAP-BZ1*7oGR6%giusb12VjUy9k{XmBN)e zsHe2#_r|ev@9~9^;TbkWhIx)eRZ11fV!5E2w6}*zbM{85QesDK^zTBUDku{kl|q(O+EW)SQJ?H#DV8&@Q-0R_&b^KB z=UkGy%ih@{J^^8(AXEiR)~L1izqDYi8CVp+kt;Ni_2Vf=#jy`7ZL2kCs1IL5loiSt zKL5aSm8Y=UehXQmMHys)r&n6LUDtiB1!Nbk$Z%&CT9XrzS*kRYh!M3O_Q`{TC+G4B zZrW~@FA(|0k9NlWf~t(Rt*xh_4MMfG7C|2)S%%iNiReJkCb)zmwF^4xNpUbMJr}Az zshJiyf~0ig25zQD-!$o1qgf%DD|g{xGNP6hH**-@FN$Td3jdh(qlt8np~VV`)Cii0 zwi@-(T^pffmL!^@S5?MY)iW5>GE$T9%<0aTf@_;>XiaW!&i6Pca^WQ#iR2ZWx`(P= z+2(fDQ#v6QZ7aRwGkH1Su62 zNo$|_E|P#0l46DQH8BU)jO7CD-Q;+EtW&ExAkh=9stpt74@)tJ>Zfh-(aAIIU}A@7KA`HP&Yn zsNbfX+D-SLwA#EP=C_`Yj#+)uI#H1; zvrM-p_vMczv1Zz;t(mCFc4x(MNMmo>b<1JO!?L z>-@6RQl2h9>}FAWl#820HI}ZFxCBQxG~KpJa=^-4h*qtqSnKy4?Ixd2Z5ZvaT9GkV zWO`N^HGTPX$qr`ks-H^w`jYZb;rF2r*V6cXTvv{Y)eu_3o8CP=Yj*3>_32CELFg}U z|MHwa#`v@N(ac%KBB6$B6BuHPlE4L-LHCLF==ZNKZAL!cKel|>`o87m*M96E?HIm<)`aOo^AoT?R@F{h)wZ$jA+VGBvn<-qLmqZ{=X`lr-pph;|22c`X5n$ zApSQ~6SHEAdRBy5Z+((IXTmcgQmL>e(ydK*1x2^rh^n%ZX!ZQg|91AbdHXdsV_a+g zDgIvY9sj0Gl}V1m%y7-zkbC|-(*++ZzK4HEa^ufEUW4~YM|49Nmr9{65X}#Mx{KE{ zVu`syO{GdJKbRqLFKbH^TpfM!KL`k~W~q%KaE5ap$YM&Giu;-)X4O*T$Y*IsLaJAm zdm<~5{P@PG!`j9vBjxP(W25@_JBkg_d`x>httDs4)JF@;N-0{YX38uLG&jAMkMs$m zi3Qt&US69el@x6iV?L{-NmXRFqct@)#zL7>j`w6j-ZVqLIOHtAG#sL7x&z)A4 zW@N?cd9HbtX0ux}vqV)|!>mzQUJ&+3TXdBpKrAdj{${b|B zzw!4!B8^Ls+LERL%&-}%eZhR7eVe+bKvwjLusd{HO{$5x8nVQup-<6-0;R@r^h3r)*76Z%gG8dl>;J9 zphy*xbg;+}#r}bPhic^+ZALTU)+TLy31oL|3rW4egc{qH8Y*AGPJc?Z4qp`hc0p@A&V3+f-}oC+XkxT%2{zj z@S$$|zmvtx31)T;-VnL`pD&@hBtx#BxCt=|^9CH@w@HO$MG`;i{o> zIcO_K6*7s0m9ru}7`&ifnYdU0bV34BOhpn1B&kups#46lmJ=dX5+$fCmNb#Ae|6Sa zbd9U%K`i2IGHX%=v=R-?XJI0xqU(W7i|Rx#ilWGoNNPG4%d~YXDbJ`-uxMZsONasl zRi%KXhqcbuS7EG~8A9pWqNbEt3TO}miCh}~o}-n4JygL`VDs!)-^a5lP0J`kLz>4J z?(6I3<$9Jlg?&rOIkw6;!g*CyVK>`03&*JS(f7UhHL%TE)_#b6Xr)yL&hpFhq7|{j|91iC~$ff6%n7qa)i%X<0^<26adVu_kB%kP3LN$Rxu$-foKI$ z)#AN}{38HfXjz0S@z81_P$5-dpI~hk*xpRGR`0dA@h*B3UJmWON7aPz8VmR)7WZx*iwIO6i`Hj)Lb(t$St7#qbIcl-_YOZlr%0 ztD9zCsLv;V-|n^PQOom;q&T?fnW&NXJ7<3W-Gqo0Bw{YOoPR`)>WnN;XbHA^O5esK zu#qidx@Y8axnNuR9?N@)fW%UW$5l~VzcI@p5L8jMnXvP%}^(;WbvI zHvilsQcP8;&8V74BSpkfj=a)S)IaUN0n?o#Ge^QryFjv}Qm)h2_`tM{x-}8g6v7kF zXGNj1)Slr(1YLP$W!3WX#p&e6t(A25YcQPQ)g(hIqWtNXw2N$#mCVH<0_{u8kC!{I zj4SH%A*@J3sMi^Ka5uqTxdJLzVqE#HzP0$Z`zuux-{9Z(kXQNo9apW09DC~_>4{Qn z{dK$k8m#1_>Jf2yxUh$y;$L%Jkyj<=s##2m)E4n08$_BR{2Gf)C3M#s;4Cc@N?h(2 zT#oI~{-Uchm0VRZJwnvkJC#%-NK#5fL_jH*vmohTIPPt&qyB9EF5$ktQKYr5ab`sX zqDXBu#;m88s3}~pF=h);y=7hqjkFD){evZ(?s#o-vxS zi`Xurnx{nOW4OQEnq&$HRDC)mBh$m03X&yC$*l7nbs|6S)QYHr5%eJWD-)Tx#maSQ13T!W0@rO;( zl^V!vwC_Skd*^+Bg|i~lCCwEd>X#PQypyJdbP!2(sxuel21@11WYgYT(c2jKj5KNq zC{(~wvQXHXs>fO@Ds(r36G!=y`lh-(5691}o$<}|xgX!YAMP7{ zR~HsNe3DU7e_5omlts+&N*A(=ZHg2|W#vdhJ|`$9r!<5EFcXEW^=Z^a@2^qeJ|h;H zW~zV?pWX+Ffm+F)VEK}K^w%jwtz>q#mV^V<+BV)Zv(^%|aIXm43{uw$<3bhEE5%o~ z4XS#MAJx9v{VwtJ>+-qv?RDSUxArvMvB-~;!(|K%5tr+ihsCpX?qb$s#M8y4r`Au9 zqz4lY2oR`5KK-M&UA653$rUR=MxghOLXDNnQwypUS?T4EidA_5DbS!oirN#*Ttpg7 zV6&K2$&vn1Iak$)pl(2kRFlROm}W7+RppLNpq0xIK%+8xLct2hnv3m=Zk6l2uBEd{ zV>2UZHbtX&emXGA7c(@`+D~S;RISelXk@LDl#*ku%#6ObzU`~9R;pAXO+-Ky>1LE> zvPs+1s{{&luXV1>1hO&n@uzEpd)9MWOX=B&y$#1IcqOD;+t`>`?sIEBOvG9iQ&4@c z`J}k2auo`9SS|RE>$uii+rPaKDxW`_tcuF4WPxx|u(T2pkr5)%nk-`$0R?IcugGTm z*6)r#QHTH?6#;d@l)4~B|10Vd_&xk<*ev~f)P8KgEFw^*CNbf2l*HOiorKmu5`ZDd z6e}IRU$#?sN}!U}3S06n{DG=)hp#m!SCycMS&Ie9rJqe0Pf3@GZAzXi7nRiGh^>Zj zc76SLFB2!F%IIhXNov+9sEF{4wPkJ8ls3ieth|J?r(kL?UDZXc^~Vq~cF9ClW`-b} zDOXixl(PoaA^Iuld7po4G1;I^)XGZ8_!KW8OjK=~U72Z6mVIImQ>qeLQbkr(AYbC_ zAy!ddBPF#j>u1$Io|{@1TkwDbXvD2=BmDDU8K7$g1ggrS^Fx`AQz}p}+oFl|qsC2- zK>KsytQwmtL~E#lQDT)65tjaW8A`?Dcp2*>u(YYjHr=v1nD_I01xon&@i;vyl1-v2 z$h3kvGg&mt*7|3Nrq@V%<8BQh0Dit)P zWv=q2%Bza}d{+bul`b(@bW)noBs^9na;XSb1iHBP)J#cJNU>-oitiX#=7&KvuqE4? z9Ijt}Wo3r1bY;*8Q<^OQ?ntf^3x=0+r9&lRM^6+=d-VqK>FZ2Cwcjh-nhKn48)gfm zd^KHvrVk=(X4^KQ%!*dd-kcM=wMo=bgYafXO#1k56Vwo8zkxr#58)5Ab)EIxR zQEwsZtv?Ubm9LM`8P7xC4?9Md21_~wRWh&i2x|Vcm1)%uq-Y|pEU&bI-9#v%6YZDvxORWVo35WurCPshy3y0+HZXIH}AOU*@Ax>mFmtIp}Hx)!BG znzqs?wJp|}aMfbgN^lputL+*T>-r;nwj9!XW3Ekvbi`5ZQ{gW2lH@Pw3q2I&dys%rK3bYe9X6(8~VC`~TiZ@&^6KEop; z7-gGLda8J#$zAj?(PRKe8~^l^$j+ zYhGLqZY`2)vRgD++T3td?TL|UBe8gl9C52&ji3 zVy0-yYnR<)jBleVZt#W|v&iLZM)`^v>81y*7&lZyp(G<~Ptur<7;lz2s7) zRh!qz2H}gz*Iujn2P4;fto=4qT6)X!@HwYf2j!-Hc*Z%}W?JdY1$VlQQv?7YjI3OX zB$ecbteGdqENICR&aMs|o7`AkLl4`%-A}RFxA++S{#ujg`Z0lH>xY_-JbB4otTqqK z5U<_{G-8QR)`dt+N-ahoXYxPcx*3YfB6deIqM!CJ-F*p(#N9C_tZ$sC39AI zrfH{bUVjU=!k5yok{^&uxDbED+A>Df)itv!QJOHc6{~>o%0joML=5-zWo*@00zAQv z>hxLp+xAs5GYX@iNe5G;u{jti$gpaXW{SS;Bd=Xvgz48nj9BXR`3~`O@AdLmzu&L* z@8Plh&i&|z-$w1)MJzg-0;}8^u|Mk1hUZ>sRH-ZKTno^i7(IOxQC4}7XuV_K$0N+7 zqCC8+K$mtHo1*f%=Jia39j!Ivoc?~|<9AW8P=YduWwEI8kyX49Y0?Nq8Cl*-e3%x5 zUa?|ThDH{>iKg`sDfZ8notY`vj-Sglfxw7rA(+d4eDJ4#x`jT=MN2oiZw)K_@tE5y z5)=QJ@@r+2bUHFU6D}4;wXiCYW@)Ekj7q0vmlouM^`UUEut13>4aF1;tB?tJNE2;I zIvrVNO`3kGh3wM%%x7U0UrM*7sr-ueH?$v+FO+|Q-ctX2?*GyJUu0#>T9u{fX4RF| zGOOITvO_IgIHQkzfj$$f_mzb?`Sh>^RD>Q+Kn3cR9*Ha!YE#RanIYPc5)KcMt%B9G zKCPvhwH9iXT&S^`uy&U-IBQZWK=&qXaruhM*4U!rN~lr$09+gy@bpR=#5&b@R;h+i zl#-OiEKSPId^a&^l|ZDRYU|wls?`CBrgcY(`s}hfOT4bsg0Xk(SuKi!G?m{$Wm!3- zxQUo*u~x_Ghv1{E}tYl`ChDZ=mS)?@WDS-KX>&~9-|OOO{75Kn|)HyBG*6$`2f!0tEwQLQBlj}1$E1% z*uRO^NY6}e*873#SW5x&6H4$8Tv}urZJqDdR~AJZv9Bprv4Sl=l8`*5?wKuILzUK^ zGQ>>Ut}4VTPmRs|xKN$ED>8>YzA3b~=AJ#_Tjgd5a{7(}my1u+UbG~K)JllcRE4V@ zs&A@W_&2Gka*_*0tba>gsgKpVKnjKstkPW}L=m+BA-TUY@ziX>6NitT@M(wE`6}#=>1zqr3N%mg{-J>rz8%1JlbzHnhF> z?GaCGdsT%$W2KIzRZ>UEE}|yXcvem02DT+7&H5&Bk$?$HfKq-ei_}eMT8Pi#Z$OcM zLv55zvIP>H&~F~^HGkCt1tnfm*aMroudPZeREk)lYu{QnnG~d8HpxSqLz4VTYa^t~ z@3Y3xRFbZr?c*E@!*O z)I?2IXNgVBFl=K0bwG;0GRnn(gE%V4x{RK3>*l(i@FBFOU8*Gx;gC$`WKI@^7L^`x z?7Q-+VSoj`qqe3$?}ypI8PBnD+iu6UZv~sQl^%%;W%xu7tW2*$5?*XtX0DbrN?%=N zzp0$(S}TK_C@Z`qb2nSLK_N_*d(M&5w93NEP1@(!R(0>$l(eL^xhR>jCTrR1TEsy7 z6h=!?t)fb`T8%-j6DsV%%_#{=2{5HF&a=j~i%aWcd8yqtlgxg5$$5?Iy<$q4NZWL$ z_8b2N0Py&HnacJx8-J`ZldAUl&@zYgMv07btoOD4PWi3|Xrmsr?Ww?XfnHS*Yt{u# z8^V{y*YF28Bv;O$?P~iT}Cssw%RHNp)GpDiZ9ndR^}yA}S)JMrHUS zsVW&|Dw&co!391be{Kz{($C*Ef9&F#GxCJ>r2#usJ6o->Tvlb|x^PC^b~zHE^Pz&H z%a)qiV%E-(=}?fXpe3X>Te8I^A-QYY%&;C~N>C^NoE`}{(~f?q%15Yxmf5h@@Y9GE z=!HYOXtp^X=^}ZQ3RYpYBx&x;^IQsY+aM|?eQ(e6&nzW6xRqy>Ru;o@y!)Z9rB~Rj zoeWy_qv6|y%CL16ux92-BE(yIPRiZfrV3#ehx@ER zMhVnVtf*WRgMk%jS7=yuonn;e&F#E=RkMElto(y=fhBwq>DfHYmb_Y4MgS#ZA`)52 zBEe`@LXRen}16*u$RRJS2r1_lJ8+FMm; zMnqJ`I{&Vg!SgIMifG&PCSj*P)l5W?Cen}yuMEr{$`>MuXJMB*n4*>1*{dR4rXeMjvXd5sTWBMQlF&6impQ7KYFg8#sk6cc-s?YQ30>srEz`m7W0 zHJ?~Z{j*+=r6SNI`xD!KE43_5ZWN*-9BzZTT6km9ds0HfG$qygMwNnAO8Tss;sJw* z1`VGBSt(81FFRkYR@JF7D|h#+#8tZSCY2gsoK-8L zQn^^w5-g!ew24CfT&^os<9pQaijQ5kCBD|8sx+HXqgH8B9a6;%Wm!jBRhFbHUTUq& zd%H3D5ni$vW!CvtjiN@0)bxUc?A03JsObzrrrw&|G)<=0=ahverQ($(q}u6Ip6&6q zRpagV=x5HIX*5{WRcr|ZHC3ToVufa3UR3mr5_zr9SsO=QMs_KoAS4|zS!soBu4R8r zRn)6x+34PXj>G)hd-af3>XYN5$KGDK^&itrMCs`hEU_-ylk)nW(_&$=yu}dr3@%7J zGE@u@7|ep|+c9oitv}ccVG7NNn5#MnBzoI!$|ID{S-B*oOM0DGx95zsQ+pHtZQYj6m`!mH>6acO5_61NHQOa0EjXv?r&f6 z{K&Pk%wb~9q)evd(c~pDGv8x;l4mRB9o0xBr2g^5e4e$rwyX@RMRCc=Y?M8Tw2_h? zv2qoqKwmj(VOLC-f;RJ2qYw>jZR(9%Mh1(0nyr^wx0$y+_qc}3;r7qc!sU;gOSD@d zGt)g8LQxZxs#)K!##y7v@-n@!gf3BKegE7*nsGBJ!esn+f(e0|S%qCQN@&)BtXQEUDiCEU!&#+R z!lbnzJtHb;+953#<}A4(N-82}>Swmfn$lO5b;u6eoaGvF57o-`G{Rba&XXYGStI?c z#*0)5F1515S*cIoYShc&)qXKzUFqgY-bGd_^IL`KCBO+2s?ADqVNT( zNzOp#k5wO0EAo?D*H@E@aE%BMfdGY-EE=plTe^FpGMiM_Y+U<+$M&R;_EAB39GcSF z%(suYj-y1@oF!o>AVgrBLLDXPt^D#DfFo6_T{%11Ek(mPRYT}1i`7-7iADqxA`;X5 zLVp89&RHJ0@4ffen9yLvsaYUcNl79_J{brXu}C#RamzZQCQIf2N7J7z$+9Hdwb<0g z%-th0*IK))ItLAbdnpwD1ONXA_(q`!C~_eH&Z(+hdo`I6?q;T{lMlJ^11Z^syP4{o zW5@#pxC9_I!wTA^eVuQIyx#YFGhKF#G4etU)Qg(Q>(-*BdC6KYh8V2RVD#6O>4FtYCE4lBA-%&IkcqKJ?lNaip>;4&p-s_Fo*yt=29sD z6k;S0Ggx zf|YhaWZQ1HsoTuTu)<0aY+rJ<>>DbJE3Ya1c+380wT3e{~p zSQ#tg?J7m@n^}WWRTCVMJ-Z;)-b#aOmTImsCk{(dLIt&k$W(U?|gl_psn8M)?)+b{IX>JvkvNL;2at=ih2BO=r{FWWLGBdx46XXJ`C zm7&Ow%d~i20~V}VWYb;^!dhF}iwny66v97|4ZlA-}mEXsxyPHvREvaFnK zFVJl+V5aPwh%Amosfvh@c`ntZ7Tx&}4VBPxNjv!S!uybz`bM2i*0lc6efL!nQHugI z6Q{C4+Bi?!Zr+cIGiT7E{xtVVkr23B3`gP4n$K=hUqq>HiRlwM|uQ6LZ94i757} z`=+jjh}3J=DSTCmh}CAx=jl|x%k8K2_5as=z;5PUw|lmA+7-P0WqafjQMxpNvZxSI zo$GhIqDg<*x2McAA4HT*m4DFyN|30^v_-AJ+L~&q9vkmHGBI;+?%VOtx3R74*0$c) z(o$n)1YYvXT<0U6xyf;R?Wr~J{vP4~eDVA1w#9n4`Ogh==AAs)##PrTh`w`gsr%w4 z^xOJ1a%CG$pU~4nG+vmy=HGm8WCW^8cN_*sD6G@~81O;W7O<&!=(A)O1n~nhOuneN zakcloR6;{Np-BxOKc(JgX;l|Q=2;ch|7l4H_*%eH zLiYlS(b|3&YbgQ%v4*H0k+&kt z=Pa(&rblmMZBdItZM*PA!4D5d-_4t)X_*W}a3QUQuI9bJ0^7Q z+O}e4Wi`;EFD;THFiAC5jT$wkuQi{EJ43HIOE!h|;&6Vo+zQ)>HuHPxAF8LxG3Tgj zwrWjO;9?$NRJd3Iq8fsU;?^lO&Y=&UzwF%X_1oO8d6g^*5@tyNrJ_x}0ab!v-L9c# zvhC`HJe@GJN?Zann3u97(gbEIW_kwq_pqNNzU=v3>L7oM{hRYmn#EQoGv=uacI(yz z+7+c)Tv=dQQc#djHLb+hQKRQ6fmlzFxy`r+(p$7%8`}O5e+#+q*#@yzN=3|Ck5ma( z!nfll_A=vI>++yR;sO*_T2Q7*?ahwNS!3;TMo$`g$u`p}R!M`IlzG?&_JuNA&66JQ z#a5A}0L0xllZ}d)m{VkwATuSw4_=;pOguN04(lq1>IVf`=i-7T0Zz+o!p&iZMj8>+ z6bmR&EQR=Lo|z`vM2aj7$%jF8Qvew$PVZgagp*NDsg(vXsH}`4yqjWbhkpc8#G;}0 znp>7{@aNQQpS}MdW~};eYX7v}Oke&BbZz!LdYFea^Jbgjng6~ST58hk)-E~c`A^ef z8_1qAhkQTbA-|b#$M%$2jr2&HqsL`}q;a-w&9feA(JHPO>+W_Jp0gVy&pE!ve3(&9 z!q3_sFEhm+(63T&+d8dk;^m>QDR-Aeh>f@;Mx5Qt= z?~7;Ddr&sNY&|QZ^tX`TT>GZ6U4Lt9Hhk175Ttvzy$Q0pdX-LN-G=Pvu8%E#eiN5x z<#&;3?ImRoLvHv*wq2?r+N`#^=T6nM{Ax$rwMljMm;M|5{)X}1&Kx(3c&YgbXaSVU zro7cR{n~WxKr7T*nOSB_j_)sBUiPI}Ia@RJsyZQ;Hrt18Z)U@x_f^g(_knM})ti5x zUakEke5nx9C zZ@ZlKvOlff>gh-QDg*rd-_5?G-d{KFhN`01Xz#1t>%Lu|`uMc}oynJ%*=|$zc6;~Y zed&=J5!X5`$30?gpVql7pSxbd>jdBTPj9ckS-s%pN4ux$U+4G~QGgadi9Jhv^)F}p zJp5DZubbGRwnwvn{qpV8_0H#~JU*XY&TG`0T+vuM=3&?VQ(X4^Q8U~97pcm})~uJ| z2in^Ac1PqMzdK7rX?v7MsHD^t;GIXV{s_OySQ(t(jNkro{4$$md5vAty}Nb4Quhj2 zrfY7$aQlxbzYu1I%_5nz^j!VN(s$(OTi8#nyZ4j&j}za{KBK?0{<*J5;rA|EJsYpB z%Vy08u1smySo7lvd#yzav2l*?u}xAv4~%VHN{HBEeBWmXZI$H0jkg!R=Fm0T6Vz?* zM^k%_^#?_J`!6;AZ!h)#?zwN_H=egT_uO!5JmcB_y%zHNqV;Rrev!VVfXMs#ch(XY z)7Go)+N9x>m2x)wx%0KHb(?EjB{f8jvo3GFiF=91jPs9J|3Lfpqy0$E#(Thithd4U zL*h14+H>$(Xj^Qb=6?JL|MB))Ym)!#zT37Me?Trbac-<5j>qV2f{&C-yNH?7Z*{x% zPqMak`M9`NXkCgot8exG^NG#t{(2rc`;Yr8KKMb0RsAAMW|-HE!Emp4*pp#{YVM z{%&gh)0d~~DeQUMA2{I*szt-RWKR<1UW&82;u)E8>$L*8-nlrwg=eK#S*03FmKPm0Kf>ze^}lZRR~@|R`M&9#Vr#3I?C-g+fhnEaced?q@;&p{ zz5PeYYsz=|Lbvuj-&>UqY93NA^NCyS_3|(7@8kM5>vgu5aXjppF&8Utzue-rf498$ z;+}4gt-tA;qkreivo@>R*K!JN&#eCoCEcvyhtIW*pFHZE|MpkCZ;vP5uM(5v)(-C+ zety$)JL9MMCG4;8{>$V1amDZ3{vSW}f0&KTkwIvuY}Iz#Uu~VXy{zNqq22b^-d|?c zG8K82DD7wJf2sPH%+2h(@ZZ<*GyQ=5ySM+|O0d*CT6_7U%P;HYHIMJTzunySjgG(L z{nP%R`pf5KoHA`IQ>jQPjlRFQ{v_KbTUhj$tKa3k_*QAR&3aZ_!)tXf(>cyhzc-hM z?ne0+$0v)ga{j|k)cZ3s!$S0V@NtjxrQ{|SN5%WU;rVy>lH(KY)}P^T-`_1KvH$Wf zxc&6~ebvxc_U)O!F+#7gFE<>Q_9rS<@^L$V8sGENwjGT#O1Iy#f4(eUbI6nJp`Hz{ zt4;c8dWDzu|L3Fif6CuR+qAzF9r(+aw%<@?}+e=%qyt3xxM}b{fx&==WDQE zj-~OJ_4m52S+6O7QT(=kfX`>IGa-78W91Hu>LU&oSzqtr8Ft+6Y7y&4$p^+Ia;2uLed_=E!>X_U`7-~9;fj_bZ`(Y#ck1?qc54Cmnumo@06PFqqXsoEVoq zxUBGfMLK>%^l^RbxV8E}WAkTxrGL+wGVX1Ck~!|}@z2};z1kP`JEe=L?RUAq&VE}b zL~ep(KA2~|ZZEIxkQx7w|JR8lFsx=<UH=rIZHk-b(SFbI7N$eNyk6 z%;@_5nd5$W7U!ei4`_eP!tK?6`DKW`o#R$R77Yi%W5?#XovR&tG4k3z54wJh@3vra=Tbu_@u_!}|d@xxg zr^mJ3Zu)rZkH@{r4a4}9!M)!5e_zV3a>J?dK1U4Q>h?K`?4&NU#W@ z8KF>vyVK6m;7?I@`2}()u3C?nx^FLOb7@veNn6sWhD~KPK~GuE55r_5i-K5Lsw(d4 zrX3(ks(675x}*uR6soRTW@(kelblkMwBRH3B6vkF6|xCPYObEMiFl4lFKf-MLE1-U zzY^D{`&QyBOKKsbn9PByE7Rknl?{CK(u3FOFfsvHlqUr!$eA3I3abPnu;g%87(vRF z6-*J4ZQC|=!m<=`D4RlED?R8@9E#lL=1EByQMs@ll5c{C6eZG1K2Df1+&3_gTAtXeb8i3%;r4{0$ zW~KTiHXm5A<}5&M>#}t--Gq{0BooPW?FvCv`|%umf8GS4p98+?!TjDK^F_E!saon$ zZN-XFqfJRsD%CDE3Y}RDo``I&TQ_%E=E7MOIS%_*#rMeHb9KaLRu=`^HT+gENHqYY zlBfzs3^TK`ZX#N{@+0HhHGc&I7?tP3D#^{!TQxRqZwe!BgRir_%eL|O&!heu5CsOZ zi>j)~ZY1Xv;fFi9Jx8zBQ^>mNg(AIq3YM+KDVUVHVgdEc%2|Z$w*&oHBCV}Lt5V=p zQH2Acyd*zDiFUX=YE{lQqfwp_ysjkV63mT-1Q#ltx8s(D$M`N4x7&U1{hF-ty+qT9 zvcWf%GO<(FJy0kRNe+}sDH)Ra%92%j+5awWFlR<;yR^DcMFu3vThZxL=%Fn4a+DSj zT1#~@gsDO`)7FgER23o>lq9R7YOE=uO}ce2be1u}k`hH!vCMFun6pGgTQ{L7z*O0@ zas|t#fq^xny18|m;}lz=RSPGlii}p(1odOAgYmh`(N)NS{O>CNzRXA?S$P!$?Cb); zESNxhWxWr~wZ@VXKPZ-9m5?G;REW3Tj}>XdAuEEGiqO0m-R9Ak|@ za8qx#nWU+E)7C#1qY`yMcG(+%F=Xt$E7Y{#?ssH~3o=wSB*BU#i)IeDL|o?&(~aCk zJQBevc~zc~IKKRxtm}EMtlsw4nr^#BHNBOqz-omkjjVjD6?Xe6t&atqX-z4uC>60a zW*LQ5#f(cXQby$Kr#BA>dtvTMkKO`?iigcA;)L3BE z{VwLDD6y%%s=So;;yfB3!Jg&u4niSn_yS zZg_FqOvQ2~HvQ|mwlkjD-bq4V(vPdYWMosbz290(ROK9bDn{8$Gl3{0gt+(pT)rOX zI#|WbT6uodu9&0BR7vG=+j7;ohDI2g3RdjWn&_r}im)LO>wKVe3QEmD3gF(9JLsEz zn9(VfG9g^b+^pvLO=Rm*C?bmiib-#N{Eh6HyUI_lTJ?Lyy9jRjlVk}OStg!1$c7ZN zp{|4ZoNqIhIJ>{X_PX9Ow8TDoa!yv{ipS$Bn-d9TiJJgnHJfa^OY6!tuP|g`6=OTF zrj}YLiYb!NYyv5=?qFLhVHahIV%x+Io_~9ED``T#LbM1n7~F3S9{^*f)N&KsMA^o- zf4gbB?Jb+m;4YyO-FZC)v4j_vy1FY#6*l7T4fF~7Zq~Q1Iqo@D>mf;?7>RSHf)TZN zG@q64?>}-~^&AFCNFi*2S(X%mjEq{)0Q0bYhsYXrF13_MM3{npQss-r9%MxhQDXj$4EqAR^5em8+)o-d~UF{Jl)fjH0CuXh0@~sdk0z+R96` zRz}2fQS~z!i*L4mG4klrB-XX&L>Q{|mEX7i`S8~J&@AKu^r(N%>#ZcMH~-)PyqV_Ptk9vN7*WfDhx`hG>T>Ld0p{b&#rH7qan3cEs+pcP{n#u!#Z~r{Zm_e z&c*llC$}}rRjRhkI275(E%15n`#wRYRwYTHnfF{82!roMKoO;VCsy3$mA%C>TP ziQd9D69Q?UG17x}KfIG{^f8TB9~mFf)W?x+@Pu z0vi<4x2|I4&PsQ6`)Dd>Ntvs;0Wfn_(83yxf&esHsrHXef1(j75g%wM$uBoT7q4|) zb4KQZQVmahTY5GtH4`i@tY8}0-^;w2>b`J@CE@2cG%J^Xn z7IANMKw2Uh6*aLQ5-Fre$|Y4UP^eIVKUG3naY-|ja{;UrG2mz&WsE?oS`kGK3enmO zE9|ZXKq`Bl%*Ysc-2m|*oPY<(m#wA@3apuO#F@{||V zr$aPfO*Y8iRz7MR`EpEM)q}Dn4{(PDd{K8IAo}rxmh6c#Y-@%1uGXNcFfuDt6i-8{ z6*hHiNl~$mX1PC0>p@ImmR^}(lLn~)}Bs+bj8(F_~lRRU=`Lsc@6CC2RP4Gwl{3ALnvgo>F#gjIj(KSjh9 zYv@vQ^hR?6Ednc)5VQ)GLx{>%#$bIkFR34<)SOkf^9%L#ezsQTgkY-1!j|`s0yl68 zQ^X~tf}>TmBcx{-S2(gaA(OM0oRjYgh}_jWT-9*889ywv)Djko$ztS&+*CIcK{%*V zLORw>>(%8s1;s@Ktjr-#*Y+&5$={xJf9QK1z2QI9^>0-(^IQxTE7Pzk4eNniW?G7E zt%l1JT=9lYg{D$1(=$&HBsMO_kSbcFk~vd>DB|@4`*+u4+waHEj(b zR;K0$t(`JwW!hz46QXdGW7Kec0rs^TW9(bod>iu|`90KFSuol~XZ2Q^Ok|On7ivnG zY4;|ZWN#UQD5aP{fuRh+=eyeVVo{=BlR4Mt!dCV@QYW~C^aP%mQ}|Gw9}Io{@LM&M zI)JEHGr*7n1XWcPVy14TyCjkIF_o)8F&tRwE6d%xbrFe*Dl=_qlIvVb->J-XUW-j^ zgEwoQLgtuNBAAVFxcy*`AvXHfnx4T2LI7W4fKd@-aHX80u0FLsn}3qBjAvj~PE~9I zZ~MqhF^Dm$QVr7gm$@iesK;#mJYKH6%k%lV&b^nzx=0j}5Ht#clCqT!?g|4EU~B4! z_9{hJSJ~DT`thQV2WS!1#hR%IyA^fKdHF3iLUN;S6wj(4)Hfm}SaXnJ&=*|DnCU5KR4q@27EZ0+zg+e<J@cjM7;;z{hvu2EyIZT;F_=n}Z4AJ);c|V`yfn`#ppaKjN z8kPlSFV@lu0pmK;cNfRPRo-xjI(T~fzBlLKm@nt`zU?lkh*%+xu9Ry+_x4<4a*1e{ zk_eM}wYJvxJ`Pj#k9jVnyoI=fkt6wTdK7A`#TBgkAur4;3uH>$R9+}I6;1v(Rm;lf zdLJ3L?Lhy;+FG{|lXB%i%!*m{oH_Nrci$8VF*6yg2bLLc8`L=Fm8&)5vfQ+b07^GQJGQEyibkHOvE;Tk0);RiQYs|}v z-UK^Ba52&ONm)@(EvhxBi-^FAecQxz&io4PZF}wQn7aAxhb`C8ph}ieDQ5ky+s??D z7h<9sRA{yod?sw6*rCXbNkwg@ulJW*)>u;kcb6;$`sS$ntW)e#%Ze7Z6|&^rNYlnL zgaF96vQBMY>(15ZxaL?}6V_5@bDjH^R#{8Dc~x>HQuZdx+yo*eK zss*k9+_m5Ld6sH3vnY~O6;(}%l6&f&E3%eJxe5T2W!ZyDI@Zyl|VfJJVCTcrCWhk`F zbzxjNLh-VG-(Zq`U+R;~DG605k9;1VfsFwkl#_JEfd3RSLw3X#NW zpJ39OF*9`}O2u8bb+hV}U~*YTn_^YRsCmC-NkkdZNXv;#hlG$S0w{!wQsomWGH$Wy zY?M@acBQ7S<(a45#kyHji>L>gZrqwi2V=1Z0oyuQi-9^_Q;Q@sGpk@9pAZprsF;RH zaScwWxQpvYOkbxpQdA0(*i643H;a-vk<%)a9|q_x_NPRM6!qgg9vtbe5+$IBs@?z# zSrk?E?M%($NX;h(pSaV63!n2lC5mSXw6lz;HK+=RRRjfiq zfs(bFH-<%hm_(BryBp%3bs`oRs%cVmlrMxBTwu9|pc+MLRtfl}Bo$M+Drk|K&1pWy z=!g{N0z}-Uz{x!1_*37lEegrn+;xQ?PQD^4SE&qDZS1NR4~B$p)w)?7a~S3@y@*$+ z1w+UZCt6k{Ju6M{(Gp>TgcMX|wU)x72@RFhRAbwCoE7zil-S3_?m-DNsotni)8?XF z%q5wca@^*qC|X@tE~t2_Ds#P`Ic7yRH8qrInQ8MI%cxS7pj6Q45L2vr2(okYq+U}Z z)m+-W^|OM^YGzI&=SslxV?INys${@Eyyq*`ZbG0aoQhRQr!?KF_ncE4>|S1sCvX9g zcErax1WK(2bxN){j@!&wLe)u#7q%RR^<7)1x^9}qSd;~W2uK2eQiVhnR$*nHI;g#i z-6~g9szSuP+R6|ysL&J&m}TaQCAS8sn5cfpNL3?QB{Be5Z}1jl#wsmA*5h+K0xxGR z;Qck>Uhi^yrghR&D-O;FKlul6aAz<=kX=heO}yyE(uHJVzPIcVwNij^US5@N|8jZe{ZZQc4}71tO;>B5#JVRH$S z{Tb-?qxBc?tm~RwHCGLEX)Co!vPg=GcBo`Tu8MKnf3*zdWG#o5G$~ZT52Fe*)|h~- zwNQmIYCE}JiVA(0Ytv6CRLwlLc?IT=U{({Trr3#;?NG9Cul* znG!3R;mILdO|>g1zImrmb>TzXjLe#fiR{+(*4)~-y2&PzUJA5Sqk&Csj*?w+6s`|h z2-$pZV{)*f$XddQbxK}c3hkAZ6f-d)O(c*k&XvM4rMP+1aI1`!nP$}R21x^*Bq@dE z{&Uq(E42nGgw}$pnjK+uFKd7(p(sYh(SA}jsb_I^2w97WBG2EHrH!z+;&&u0RdZij ze;Sawn@W@>qvY!LAH`mh5)`S@v|jzNFV@!3mF5K2B6E2-n!4>Wzt8#p#PN3jJaj*- zG#;&@y92hE0TcDo9>P+ms;q3Xj8kM1NSfK*wUh#I)F8-ai{g}mSZlU#vMPpDLDH>( zMmGiYV`*K~lR|f~CN-q0a#ghpmcysM->zxR*S@7>pTUf&^TQ0bkd=X=n~15X1xHsk z2-3nJCXlS0BzN!Hdrb|LsVObi`MgFKYt|jYYpj{aabQiJcl4I5ToWiYRwgx`AT{M+ zYtfuqToF=oaalF7>EfHIde46A?S)_eeeef#lay4|*44LKC1Pu)8cif~tO?tClO+1S z`6gRtdz`aknc04H;Y?ZLBG%|qQsPT7I&Pk-kjiP2AE%G1>iO)sgqCcwnuz-p6$B#d zSw_mwE;2d2e65N6PPYKIRqB`{Gk<^Y-al^%(EmlrQb-hhX-49Qn{#5=Ao#;Wj56QU#AiNc&FZqBZCSJJXwb+StIC0x#hhU&M#C9#Y@TmGxcw_;c= zN}*avD5P1Be0uh>KN+BYyoep^lBN%&D_oKsQlyxwV{3iymM01drD&F8wJo{Uj5XZSf<&%tt(+v znxV`!)#l778sEEY#>p_1)?Yq}OVrl`4H;5!+h2~mb<>sOIrq&s^AZ~=DgtBEQcq0= z1hGB{@(`veiWJw@5tTIv5fxf28Lc&GPB3OHhFJn1{OY5mr`=OlFo<-hwQ$|AnYryH zdsHRXm}f2YYH%-X=2TWrsq}MLHIWhp#VMXC5g$~0aqSM@WfK?XGb0o9ZMu5MUT9hF z45?KSFE%44u@X@2t?#LQYVNnsio%#50dMGA_LdS`(Ag_nM#84x>g~4SrSQFSLPTA= zo2xT3BCl;LA|iy=yt5#}0YJ8Hrou_yRX?dm{+hWF*5@zf#U_$OvC_Elpi^QOb&{qtra=aP>fhC4P7F}LKFd^ zu#i9rIzY%WL#|js;Mn|@0TrZY0V>++kSb4~vmTl)mhi+P5!1;!4h}{~aUc zOu<%}SSb*+wwz=Dsa8p~Nw%P72|Q)3K9{KH0erH+q)$UsML=ON~M7` zEya?mT$F-{ln8t+&1&v07+9g;sDMC(5erRp>teEs#~MH;bHtpitu<3ONKDZxWe5u> zW8qJ*)X}YpB7mi`w{{C14ox;Aat^Dk0xCor4Ym!renOVE{il%OZTk7M?qF;WvjP4d*T2DLKI zGjm$sZ2J`U$QYusb!)=7Mnt$PY!?M!T#-4epwgN-^<7hngN#bW5}>>6*Ud`0m8th= zl}_oJ^weYdDo{iuWP=)2DU>p=#3-YoBq6+*Cu2(rWrJ75NoG-yBEF<8)kqQ;B^h<|PS;LARV%kF1w8QA*qB zk`ZGH(L|~yprC+C1~FO4z`Khzwv>c~N}2|cVoi7OWQ3r>v_rdIOUI zm{{pYrpOpooLWl~kY3OVsv@L{6sC)R+?waAR!LEB3KM2YCPM^Np(>QE#K;j$nA2Bs zElw>&%uI1{p_(;dB_y7wkxIU}#o1XeVGu!>Cm@QImwZ$L;nF$BFSWhFx@v-BL#q~sd~{U z3TP0>R8=#J%mPw86|-X2xueuIHKG;^&2Tr>_2F=CSArSM8!Ln5ZR@^q$V#2FCZ@`Y zaURFkb`g_IvK)d{9_5&6DqiZ~ILE@(Ofr|1KwZ3|21g_U%&L0in`<4NDkTM!fFJU5 zQB|T66DSc8nuKjv&Us$?6x+(S-VWKekcZC7wS@iFo0N?)I$+JmwfEjz+tk?X3ZGC? zGt!0B-mFR0BVw3P>S6qKolzO0xo>5TNUl{X3s}uIP+}riva;{qrN;bw*2|s$#~1!~ z;QNI~FVMf#JiB+Um8-n<@%16c&AstM#a%ISFreiEt+_#%EInxTamq%X4Yb)7njUU&;l)d#^>svFhq8UHJ z_$A&|-RJ98%~}(QIz!e#oAufi1picLY6-*y;ChPR4%mIhPMDdS+&6!{=Kp0?Jk|Ay~M09Yr1tuXsqY^^DX6OTW@*@p4w>lF5XuX@POr7J}wucOY6t`7&TXe zHnSY7+~J>BOl^%ZlxV&QBI=3=ik5$srZq+Nc5FXuY#hjQPg9W} z^Ac17%u1kA{_Tucd-2;(vK`~RDzS^&VUQkKB}ElV0$Fetb3W=yl?{9WIVYk&)VT(= zEYTd+NM{KetVLYxvpgtH*>h=GkYn{tL~QTj%8U{R#LU0)cb(6f%i9-gc9xuByWCzf z7^~JSSXN4;pkUaWm#B-2NP|~)Lu>LG`v`{b{l4#DSf;Ta*D2!y!c99U{YD+ zma!z<>aDe+7Jwo?jPc^ufVRKX{1)-P#TOAy{4u4a+&52@B?%Nh=v!t6ds9s)-Fn;T z5JFNtlC_}(MHM$`iEi4O^_%{lp?P^URX1^wQZ3DF1xKN(K5`UZbg{%$g%YfKZ>1Z1 ziB(U(Vl2)z-ODswsim1#{M_0`kzAQrUITKe1?oU05TsK8B}`OoQ*%NVkRQkT%p?K@ z<%gveB6PD&5WuS2Rvc?3WKq~!Q+f;8uLr465fN#cCMl7VqEw1On#cyt1!0L$ zJZyxJA`}#px~hX>l0CqW+rE2aMOLj57oW`(TA46wt$z}-Zj3X32DKy%w{wbk@}HCWH;GFL>a|3Br{V&K@oM(Dx}I-#Zjz9nzlnt10`VA z$ho$PjHE-TMKVjMT3ci=i7I%BDzlJby_EneB9H)*5L#1HOZ^5kqcF*2pj2F>UoVts zI*qhSz=6K45|j}v1xb-=Frl()#fg^Q7)VHnT7p@Sm6Vpfvt{T2r%)@k8DO9g%wj-T zGE2}}Nu`_YBBLTX%1q3=bz~J$Aj+%+>@IEXn^pZOy~<=PQR{9WIO-W3B})u~X3~6< z=Ud+T^VM_k{&BYiEvpB{K{}|cBA&v2_m8hI!nbvXJw`PcVENB%gwklEWa8H_;`tQyE;`U|5 zv8K?zy9Mnm+bc9lUDQmWN}AE7{w^&_K5_TWyXlgA*1F>A?5g5KiHMr0ureDiF|gmZ zeuuK+Rg(GArQDwrbwz&RrqP7rP-tzx%^9*D3Tt{?X{&5$RvSlgjsYa3 z%*k4!Q}<@)6L;i>53+`AI|Vgl)o8l0_fi{I2+Dv)PJ0)9$@*0JSM_D~H?!gT_qX*l z(IyaT)=H+L+|TX4jk;Hw+MDWPJTZsYkEkcjntg6+)jZs}_u1T@l_^;kdGY<7MrAMM zGrB=GRg&XcY&&m1`R&m0w+0tTFAL~G%fc$qhsrHVu9=YNqs(?UUDEK&tR#Bo~qoiuzwr$&&&MP08 z*Dv>fiE6n#SLnL9W@W@$cihv*@DtK#hiL02hT86#>!`_`MI*3?)!PfU5PytZ9mZm$`M^|8=UJ>O`Mqh}1A zr&0?bx8rs{uXEPSxS*RzgYT++%D1R@J!|o{+HZc_Rhm$uO(UyVRWSy+`dV6ZUXemI zh$~RJQfJgk93^6v<%-R_nz3yqJ;qnFnH7;D+veId2FLpxr7X7AT61%^UL}e}-R&4I zJFQXPb&6(FT#!dGR~FJB*4?)o+g>C+d@Uq7Et7MD97`*qFnXivFWM%04tbsyD)_rsi_>LZ~%qQq(y;39}H5s)OQE^^ge`YF?v%%!R3 zqOGb5ocVUzN_CNsXOC8jg;-cEQ>u$KGfkCBLCYy>IU=tm`N1UOGHGU87R20C4FC}1 zxoVUyNz7F<>soKTwDXq`i+y!MAtIt6F_WPH#bvc^zwK@ppEa*5POI4!kw<WRd}O zH5XZAWDty!5^Jyy5IPoN1~>(7*c)7PR*L@Y>oId=)<$S*37U&r?7qys21EM76%c+t90X8D+B0>S@@09qJMv<7x9~0tJNNj17dO z01E~-h*44-X9>l%HYrn8Llr7ZjHqJ$*?w|1Nocs->y=Vv2raQ~(-(4ZJzm9xB9vkk zGCz9K@bTcfAk*kg-BsK57%*5jvDTqWA|+MP%6m%e=#MES)F#$^XtCvH&RZ2SrC=fu zg}bXk#40L=u%dK|k$$7JDrX4)6;yDcFX9s zW?f%-blEoUtyCwBWndmNX(%y@m5C?;O{QO1j3H}Sz^fp$I3Zj|9%guyGfnK2l|nSZ z*t8y9wuZehQ-7pO>Q=WW&O^q|mEPa6E&4X=h4HoRYFgcpw3KCBuDLWt1VT|2r4p>g zRi4#7(aKSVjAD(pL{M5EJ~VbgDWD~s{jRO4o>E03DIy}ms!I-)*Ij>B5mE_+Ri)d2 znnFDj5@JB3Gtpd%Il7yC2fh9hbP0CFgWeFz<*0w%q0@F1rHE}oDY=v)2TvbE@giLwi0hEGpBodkgH6y8}m2qaB=AmYbU3_bAPbjmv<}-Q*M5v3v1Quzs#_=CY&l-u^lq&p=Obpc{yQ)^3V`UM|>G#Z=;-O+D z_y~hkm6A|QH*GEmSdrvROnOk{)+>;;=1MKmjcSWab*h!*$hr*j@g-HF*3-JU5CmT_U-#9D@|;jo+oPU2FYRtfrzRrpkm@K zYA`8;Z`NPG_s8w3d7iJPwzY`l91bttuN;!gEQt^(psbSgsv=4mM8WMN%Hs@BMV))A z%*YE^O>57#HYqKAPQ4PZD;eFc{ja?c`jm@ znJc3rAl9|P$GUn7z~1|6Jh`y9cCKe!(QNNcOC4V7SMp#-yt`H{7NLrjQr?yViqb^Q zuE*h>S6>%Hp+{4JQ7MjqWcH|NVttF0E8^()-rEN@1S(Z4;$qGOK~vlmO^i`dOPVza z^CeqU3{1X@ZZ0mWE2l|VYu@%#$HHSXDJaA$Nv0%gO$oPFf`7Zlx4eD~o3)=${V)Bt zzsvMSF(!TAduX?DD*re(ZT@-6CT)!8AGoq^ndMcE+RR#O%{O5i8@%us<7-8Ue-`dk z&Apqy4q;+8J3Io{8_v(>e{B(s)+i>jN{bEHRT||foG7DM8guiM+icGx<`^dtWCo{g-~mxEeF%)TS|95Kwrj|Pkxf7kjRy=7{aI-68g4a!63HNEE2 ztljLAe8&0J3x~ep#h;OosIpm9RWy4xc|}HQ(NKc(QU_Eb2ini>gYn2%rpJ=cv;I>0 zo7Vqq&{o1{!O+{QRMZvC_hv5@aUSqcv`J)>KjMkQgKry{3h|A$)gs2_^Ac~FSt4`;JTt3E(j>uWq+}{A%r_5r zX2?h|bQ9^0%|%o%)%k$7l7yvVx)rpmAko{Mo>MABL$w+W5X*t=8C+4eq`SHp%r_tN z7E4A(NV;m(RGH1!#UezxL3&CfD4dmVF=9*KfVR$r7`kme9EpRn0&lK2wVmOmHS@8p zYf(}?D<>bh9<8#QGoCCrZAhPM5$U}uIl-x|+D-0_I@bAQq3H&WLKQ_?Yu)L(u1Tr; zz|f7_6Iq#{Co~dZN;#n7B9dxZX{6~oWj2^20wp2_Y01n8Hb6;12*p0Ei9pVXg$0^x z@7``IkiHLsjoJhxAb=AQHPheAr$lLam;{iST$lL<*N=&W2n%WgRl|B$b*y4$rKaM; zjwlrZ7OB=#7e!X@6Y}ZtJbswWQ7PgvH_=VO!N)?V!xW(wl7TQ`9g~TKD$u>Znz_t$ zpCQU>u{ui|Oi_v;r&f`gg#f9>y{GnR`swj{#q(MtVbX4aySk%W$seKty(BMIA|E|l zhdk{kO*QOY901%?s<(Z}>8^$nnb6BsyIPwL&3P0_Pf>cgM>Kt^)(Zfts6d2jAM1F6 zi)mPbG;x#&(@Ktc>n+$9J(7{dqG+&-#mY%9^bEP2)b@eW`clZ%R`g2MAWRtBbkt}3nXl3WukD*W-| zyRE9Kt}0R~IkZBmmlZy?E!uB)L(cba8Pk5+eem{(6wjafv-Nnp`1_NeP}++J>cxa^ zVm(Ac0{C->BOlPYt;y!T#>HBY>c(#H0_216wnKw>ntihV3y>@S9`XBjy>mWqmI zRb~=v<=oecn|IqnYM1S8{1{^dvhPRtrnaT|2^n>&EVtGBeMk2p8Yz?%S;#9>^Hp?G zTGmcMx6!(p|MFsQIy9FA6lN~cR``mK2aKADSJ4PH#0LS1MPl?#w!N*aTsZa{{_TGj zJeZkRiMCyH+vsj@JBzBWswSd>U0aiaX2@K!sOi#NhF97=@#VMRzsJf-1GU+8ba;EY z>S+QC)+km$_prXuZl zW@|xKsoZ9qdT-)yIcL^U z^?B^G>(;bMa6U$Tyqt7v!%BXZ_+^>I`e9)$>m!w+D57EoWAQ^lSIaO{_XXDwT|e4+ zWxnL`#cr>eiB%>7`LkYP!u1SobQPhYJhBCM+H1aeVo*mwx{0h6*Td;?>{&FSI|vjC zGNZELQ`D3|v8q-vAR5dZQPgTj-*+H$u7ME9)uXU@a*1D_En3j{HZ@S;wx9gcA zG!yBNmh9&kuiK|eHX?bFS=e*6EcY+HwSLLR;uY@BLS6Oj<-4dkvuSlJ5uno^x7MYt z_w^ie>z{7Nr--T<&FKPgt$3S(l26`Vd;jU^kLTo^WObcgu33@m!TM=6JDT?bM`j_+ zZ`=0rwra7-N7_V8B&)JA)V#^vO$GmBhRtedrG3ctHXdKAzZ|c> zZ1wkEYA{x0alyp)X19@VA6*hki9z?h?4ELAqN*SiYw%3AkS6G>*0{2P-E^%9W^>70 zKK~!0|2^f839td}7rIWaPq55X#MXA8W{fDh`R$w;dM@()iE91RYuRpz)AytnOsq+V zu{6&dqaSjP8u|Nv+N@`ZR?|IcFfSOO)>8c1UR}1Br)Awgy+Xdc#cRc9jIrz10wV)k>$k&I zBZrG``xofE=08XLO*FPG&Ac83ep3(n7cpM}DN{kP)TAIKP*|4E5P@HBKl1qyrebd> zrC0)Jo|7w@cq^5ZtVNN`^y6Q(e_Qc8^o*J!KY9CUx9#g6Ur*)qy{V{3Q*{xR&1al4 z-nmTIq3+t4XN=L3P_|a%oS4IprnCrZ-H%LQzCXs|;{~>Ydl1a|utl0U1 zZq5`=u?hPQ8!C-8Zl6C}m#lN-xyE(9k3){#_SO~-llS_mRJJ9vlBa=7O&gC3Bq@)mh%*W(HFOY$bBm{nv<7E$FhGE9vYaw~^nQm#V5t zMdgYWTXEcMG*hLg?cdS?WJ08c{20N=t+i#cDGXK6sp`^Q zc$Dms7sr|P96WawdCuqRQ>~sC)+Dx67v72=}&iM zNs=^M?2}2=%-#1sLqud%W_4EqMPA%XkO2AqPeFhHL4a(sySj#~h&XZ19^B1TRR;dp zdHoUG096%{PuAMB5h;zI?|F9|*{e8lOgNb|-#&-xR82|bBWnuQ#?kHKBrX!*#eh0- zf=b%{i&occQdK;?4d2tRa{E5{aa18?6S-LKG}yv=EYCNtmzqDO_Idpi1${kVkN9aH zxSV(PRr)ozzpQ*3$NK4v8Dlm%^n| z{lc})cZ$z5t{LsTY~6;o+@@rGCeV8}rR(J=OI*c1og*UiT-x;0HdW4Vjla`&u0HuT z+RHyitkCyq=W3LF&&G?h;SHYQf@q)yVbX=ZbTF#HTFA+Ys>au%YXIwW2?tAH;L)%H(hk|e|X*gm)m&iZ*kQ9@j2Gb?L4k8uQh)b z{h9V1`Uly6_6@ZEJp0e7KT>?A3zXJ}Fd&m{Vukg!ZL2dz1N}^(p7)=h-iu)DYas zuiTAm-`3@N7!6L7ekt2x_*FLhe1XaNgU(a&4E~hN%n!HqF88_5xhL%nvNgHR+vhON zR@`UfQ{%xtg)3fu-Xl3)0(ajkS!l%NjNhI=0sma<&W`rd5^#2!Ufr&o^*_gvt*)6m#fIn`+bY==cAqU_00Yszvm6amx^mvhp`Bn zbARRQIJUa@<1OkN(O7XQ`E-vodd+-N`sXHpBCH&D8ojT-to6J4*?|I%QFC2`zIfh3 zzt7{v=S$gKtuOC<*X<6u{(I)SDN+&=x(<&)nH<090e1z$(L^Uv?c?d^T7J2b8ud(K$%fuC3V%T!|i|9+-_e-1@% zr_jQ6%qI2J+gH|`Q}aYP+Vf8dKHuLdow-dGY?}LOb&;H?NkwAM(7yOS`MxeYNpj42 zyxV@E%O-n^czc?+@4IxiPj6XATxQ$u`eSA(t6YhnSKU_aLE=1vCa|sW$f~GJD6tSD z{nPm*^{IrW{xO*fe=cm3UJ{o&TD@u|>0Xl-#F$3bg z#!E+zeV=++{S(+d#4h-MXOuegf%K6XJ>yB-zX}#AI`k(KXd_Iz~>={2z`>*`zlDFim zdeJ(MUF5>I_qYGje0BeyQr}A+1>f%D=hyS$Un5?Ie{XG?-Ew_4`qE^(6Mg>U{B-xV z@gKJu=50Of^;e6Q*e2}q`Dt$!$1Bqio9YtVdY6}l$E{skULTX?_W8G;S#RyqpEmhI zcy{#3bfEHb!Impv_!HK)#@XA-{P&IDRn+9R#ZzBhD>peW^6r=G$U&{PXQ>TuH19%Z zw-*0K`Hg+hxi|lNt*_*{&hOj!Z<;@@dTis^m$r6&H@#m4bZnWQAN<^&-`jZKzVFW` z9Y2=bx~U(Jm}6^w3f|Puoqo{@J<67hM?aayW!!I{_y6P2I{m@)`uWCJ={WXIKX3gP zteA4A4OH8F4Dhn;XQF?;bd9_43w=Ilf4kF6e7U|qKfhl-^%wB>-)BGaLi_r%O|JSz zdC%C#{7LoCh>YX68@<)bzYcq{%l=k!fQp@IDfjy!moNK0{V>YgMq7)%&9=YletTlR zNbb5I{t!C4<&*Gr+jGp&?GpVmw5JK`q5j9gEcBOHE#rrBjP?0DK0Ur%#;yOY(AA21H$KxkM=&>7;Vpog8eejAwIfN11qSx%Q2+=+#xqpi;O!MpZ)sf{dT+X znt09eUFPE{_?i0dth2_@*Ux``{rbx}-k#!}*1c1^oP3Z9zbpSn`D^FL zHBu%5pR`R};}kqdwH9nue^4b6tY>r?(*6Bk`F1<#%Q?j6`*Z%d(Ww!~`e&Jc#@@eg z|C&0!0^#lVoo-Rp5S>}Mkzv&+IdvyATk^@do&LBVBeFFyjX8f|y0I$(=;ZzSw=f?A%`3Yvu_*3Ncu4xgEzT6pkP|tdZpX# zhi^Zowx`*j`S?zSERaW?W4yh_yz@pycxT-EE!q_k+j`&fAvw3M?3!ssA$5;=UlS!? ze!ro(nOuQ}Wb);8zw={s)V@u6M*F4sY0jy9Tx_`Ys%3B)izh5ENLG^F$NLD!Q+>Y1 zSB)LxvE-1pHz&|VY2OaWq@LOrN9x^)3r)3GoooC64rI_f+FCp2MNiXNl2d3<7x`&` zvU11unx6>IcjK2W{w_-*a)**4&RQTk-|!tJjXZ!{h`7gd>3)3RDG`)`m*F>R4~^Al@SYkN#r z+-bb!?{8n?slAgOkG%iq`R5tgA{Rew(zFD%FByb@D__vHGl4 zuY|wV@_-e0K&n{fcMug6B$3F>3{VyF@QO-^dkS$`#kQu`{*F$85fP3P{;1-n;l`;* zDy3O8=KLY1tv{`;&EOFZ2eT+AZB2JZP!MrQmX#M`88f$JhfScI;R3SdJgXe{0f;h5 zXBJRoLW+cwC(03n%N4}5G^q)gKLv*8gFlAPSXGC6wYg^r6*!$KInsD37qzEGI~F0R zBohn8TNRp}{(q8|lvf4A*YLCb5o=L*sf5`{jln>#AO zA8F2jc-BWqPdu4ew76UoSY9EC^gt$63FLzvM@EUJ*9M~x7vKRHSV5jISbHY9y{A~l zRpbI4TC@CPa;u&kXHaCpcA*|)+@mjS%+-gs6b|t2n|qVP6n6>5*{%8#vGP<|Iay;36hr15*=lt^6=FrIs^F67U%7Y~q>sk*_605D0{&a4C}@umVa# zTHra?OT6y6aekG&Q2m*Z!rz*HSN;FclE=FjN#AZw>hZ|?ee~-!&QS>>fQ1AF6ddB7 zhq2mb6F#wW9hGb28T?RtGJJKXxzZ6z!*nEF1Jvw^vYoGiVAF`2o=-*B#|)1{Gz&DH zgD<*fJ9#4Iu_#YmL^_DKOhbP&Z^GrUpZ13eu1U=*WC%S)>W3I44K# z(74ZZArhsFwz>67@a7Be)5l_wEBBLnkJubcfMn_Xh8hF+kx72ptdX2&JN=kl&7`Vg z%*W&YZc@xF!$C&omSBJvnKSOI_0Z&+Ip<@3M9xHnKWEIE4)>WEu@b&e+@SbuvU_x2 zQb{D@;Nka8TGExH>aL*JQz`SYhG(h}n+9-Sk35ntq&MpH98qgl%*AR<`muQO))8k) zxs3x$8A(g%zVvy30GV1~q1N`Dbuz!vqZeI*huOS#=PM2)fjg1*49r0yEKDor+mHWz z?vVPk!bI*t6HB!-Zhy>B5BIf(xQKSE=zWPwfYU0UeVtMJTu)X`wW5AR!7G&_Gf|ix zRY`eN24S)UP{O4Wm(KdfY{w+g?c&@7DkY}3O^+W%X~x&q)9Ab+OG-JHE?;#xGX&b( zQxsJ$x;!6C51#?*tn{?+BD^2`^1Du=?vtrD3u9?E^A^;V|BJ;@e$ap^pP9s4G(ujx%WD;>i zc?sSDyn=p!HsA}Vl03+MwAEz_jH+mmGZs@GmbtzQfoM~@2;ZXA>mB+KGO1B{B3#zC zWn|Pw&|RpEv}X^{o~wLStl~RS5M}8H1c0fEBEhLr!lhI@lSzeFx~D%Mk$1u*Td|EY zfG7v!Zo>Q;8Om`rV#Phd%sDF;Etf`JHbNm}kEN(T3d~RzW!k`&uyRsqK}ukdcz&=w zvx-@g3q?qvTqb&f);W^d zk3AS`Emv;INfmKl!}sx*%th%&K^&4%k*2)1t=EqRRO0u@V9MMQ5Qmw) z9HE{hBq%{yWk!G}@GvP{Lek6!Um~T{3{0_L3X zm8lkRk}oCBU?V9^f>CzLUhb$@k_Th#m&*xBPYdB{5`>hBoIbgMvKku8#!O=pfndz3;wsT#5=ciB zk?wlAocG(BLl$M$hVDYnQNTPNeN4a7Ao>(}c6r(L$x}JYDwH!T3%MX=Qeu}DD?lN{ zT$u!vvhrxh^fNIuQ;L-|v)G>={+m;hF^r-LYhFRO%~q_%J;GMVDq>~jLsk`2YpwG| z%1`&@NyQ0GuAmYyiel6;hJXp8Pg_{N9%I&eR@;PUxKDXHTRk}4h0jLj>rWyV?eE9= zEwMy0l6(e1m=(x9&jezII_*$)6mpXuJPNzer;2^dd&a9a&yTn1I)$kVHRP=GsM8Bq z|JQ^lC#obi6si;+FZ74dli|8i5neLx$({5w>DZI=Sm)buc&K(SdHe14bLSlwwe;4e zKhgQ7^&0)B``39r#Ug%mxo_5raM%j3<6npiq=aYYEy;$zt$1U6GFIZ|MO>c52>5a| zrLHWhWNJ)S75Jmo7hReW`fO`fH~j zP2c9|D^hgJy!76CJJ01xfmK-}wZNRrDHb}JhNY8Q8F5L(oUsZE9my@INfu>tg;aI1 z4*8?oIL8IuXkQh^sKg&E1(ru_m(*l$vdbQ4`ekGp`3ZR zWLc~nv{HzLvQUT!Dy0&^RfZpLQcJ62E`oIMJkCG}Gxe>+N_VH8Rgtr`E12N9xRNc3 zNa~EaukTdD6%NQ6J&&jv>cN6Mqliw1FN9}-DKci9Tqy)u%V`OfWTu{{dc!Hp&!umW zUD~tNGuF2i-qpg3M8vH6vWxItl|>yRW`am~G9ATRW}}YecocEl8#9fyW~N33DMDh# zxoD}$c46~pn=6An*YrUlAudE?x3k!0${boDMb;`DvtB=1>ckqkY8tUr)XP4;MAV34 zIxZS}6SXl0x4x^wS540-6CwDDQ}rv)pK7+kNd?MYk!61+{tF4xu!^9>W?85;@qUy) zYx}#sNpL4>%ir>RgXoA1nhRc_DB`L@uJH}%0S8l6Mk11x{42@9gh)Auk2MszHMGVf zGt-PZRrMeLVOpsiN z5(a=ECElQ`{3M_^eq@#jiIiv}7s`}D+qv!nqhjG;2|@Ts@;P3gCZoFI!}l{5t*Ppt z!^VRdLd&bwRB_g#R$vsVn6gN2Ik_#VWYU?;LR49?YAzt9k^1F2W1h8K04AB5vxK?X zEu(W;@77zx%n@rM6*St@;OMh&h_YWuF1PV3;XA+tX0UTQ!8wbQ!NED*vq-opUxc1& zQRW}a#>`{M2v4#l7KF?*Gl{$k6-NdbPEj3S3qg|BBx{jp6@$0PZKao=2rxjLLGHkZ zQ5l>oJjJ;!;*r2|Nc%97W)Xo2ERl2xILJM!islTTVF)$##o<&{DFiAeQY8CcG{*va z+XUb_kWRW?g8n4jvfiT(&?@0#3lKA@N|pzeH1^8GGL=D-_TKmHjKF<~phe$sDSln) zJge3WuM7dH2-gMSGkpOm1P)?q#&*&j;lcvdn7N#on6(E_Mvn$lg(2mDq>nCL$WN;cYiG&!o<*mMsj`_kEUQ2$cP(gd7s=EX7f=@s@0fo zgssYfJIN112ZG3{lGb5fPr(=NvY{%NC1nFCB8rj8{cU6TN7DydUKK?NXx%u4f*D=e zf)9kd`=e#9(Fssq89`S2)phNE2zP!Usx!7P7=;IKqC^iKPClqejg^>Iba!PhuK3ux zWI`dyJ&K4MfFdcDs*C~^1gY4Tk-#v530#xN#lY*9EWS~yQB2PIfX^LIRJp^)iuELI z?a03x6mU}5!3D+Ow?M>!L^Q>0Xb2n(53ow)`mliJ$Y;*RO4 zV45LkG?0b+?~)dIqM-Q%q~{}%lyr~6hlW-m#Zn~6;*9xFq}0?3374V|Ons>MN=Mbl zFi@p9h+wM{#YL1-Ug=TpCe7F$)@Ot*G_$o+Rhe_uBCTRf(j*ObFgQ!b3z4&eh-ic{ zG#R2<9bfJXs6sc9|ROlQ@jBmI13?x@p6*NR_ytzfuawra&Z;1s!BfmP5eY-R*g?j;&=PnuaJbOHAS&zcoE-Ft5rVGWYvxiTPh?ees( zW9AA)5h;?ClDjMnlmbAON`cEUS$r-QD#B5iOhb){$q^GHi@fLqTUhkLSVNU$@LCXJ zR4|2LF-}m+U_{L|GPBM_kX-aeRVu7I@ywVWCs$b4W0o7J3nf*eW?@CGuw4j2?i^k@ zkwYpf7ac)0q#Gddfi)~5(01cCaR>SSylp?px2*H`Q@^WR8O$1-i!v%$g_N7|jRm5a z8sSH+Dl=&&xCH$wl|~mvFMby#$(#1mPv>~lab|JqC3(x>clTCBYD%KYAK+Fhkem!v zQVDo5h`iKOD(}phyjG1#MyA9ZE7TYy7EocAL9`&iY<~sDV(ffnR&TP7B2L@ zhsMbcBHK3QgYnVvlSP3)}xzxvbLHRu|4Zt|iY_qjQNJJ-fopqddBld=>{Wk;UI5`~Q9no-1_F_VqB zH8GK5MWNC&P;qzlCcJMVxAKkCH5a)jRdCgu;f`#|1rBO?p3Zh-ZG>~>H_9KDkFAb- zJh!bx+u^>M-L6|5@9;mEu2d0~KxJ`!*rWv=*BR_ZgM{ls;v~7sFZ-W;y!&_^@djq2 zC!J3+x41q}c#KDfi(Ql(lOk`lbBZCaTnc}886gq+ShSN|8d2A&iNUo1XS=kC3IQwF zlS>I(hc>)MF@ZqD$Q?jYtK=asi6de~1Pc*!5SIvHuuRZg5$`9KWw+M%_SE{h=Ifhy zE!C8rlID8cpC*bC9ein=J3UY|tIvM9`C4NPq-?@XjVh3ZTX_YDJ#l6#si|fV9!F*4 z(5fTo4K$W(dDnB+$Zg+TP@=i%K|!0;`@P~skxG?lHg>60KUR^jQbS0hgv*5YE7xPs zJVq{v@THie%#)C~iO_|agS>LqDuPKX6VqX$0_;Ua%*^OJ0-4#wh}h5N{vZund9jp; zh)9qH8xeJ^HHo>|#)7dPu@0i_Esat{3Uf{%yXI%5h;f|jkp2+q(%W+Xps64dIqCeP zT5=CZMhZK)>8;R$4=$Ex(Q z4sL2U2`^8Q`VfywiIHi_S}UtYWaT>L(dj9en3?G0S_UGPjW47gjdS~;Ko1~A(N?rM zvaB(S0GkB2@D0-|LIlRfDV5q7Tcg=l#F#6w5Kg&>shdf9M%KzA5*8>sM9s*G9WV-G zrW#{CJY%u)W&}f2nN%{ZQ1_A}M1Uf9N8ixe=DwVcT zDX~zjEKX1bB1l9<)IrN3$%Z12%1ED70ktx-Ge}5?TqsEDW23mJ$}?wGopB&|0?FGz zk99g$@;hwlhaE`NKTxDB3p1)f;pv`XMZ{5DC8$WAVWP4G&dH7_kCovGV>YzLswGYH z2s{K~DN@?%qSU=TkP2YM@*+U0YORpwgsiIIGLjwO8gYNnc1a*?|L`hvoJy-{9@2w9 zd^eK_kR)rwdzb%+xMKYY(8N9Y$RhGD+=RT5HfU#dc9&GyH1sc(BO@~=qB3X6V#bgq z^`TO26v$wS-a;St$XYXyC5e=JKvZe#V*$i{v6j>N5M+SVNP&;6!vdA46V4KH|5U3n zlP<>ELO0nvh;Q^G;~=eNRYJkS-FnkHsT2$XSNK_A3Y3%Dv|=KnqAD!H$_(;I(sj+EY%46n~$JdyjiL6(y6XHlH7^yWQiz{^1y$~XuDzd;VMy6z=W|Lq_KNqcJ z7!y`4lmRIEs7HlB%ni)vSEaSubUBksf@NvB)#a#am$)g1Z--})>-N3-pZwQ66tigi zJ)4(aocye}-TzKlxR|JAxvyX;W?LQv2&IZBp!ES4&_ZS|QIlr5l8d<*nPASO%vuGvcacoSB2dd}8CF3I-iwgAYHcMu<+Esr#9116 za+VokQG#og5IMHP=J{z5`P{q?QRrT|n?3|3LCguEDne1Q80mG}CD%NURTWvz%Ek~a zot!B}T9RO*5XPfk*j?GUPEHe^jvzUdZUWBm^b;S(%gk9tS)SzhoAvACC&=BEPL}}@ z5@Qe=f_*^t^vsCL@{AxRV^{J@X(EjZ5i@+PM!8vKjl=?qS%j$I$l{2gdxc@$IaVZR zJqnREE=*XcSdo>^Ky@=!9dd_KaHM#s!$!z^_3s&O)dv3FL{WhE-;K^JpyedUEPv(dw(pcRmQ(aqIctp@xkdJKx zsuAgje6l}mlkj@YJ8>g!N{rxbZ})xgzxy`lxGAJ=$CQhzr_Y6~Mz%p~F*{50n2t(8 zt|TG}Ad*Qe=o2YZdU>ujs=iAR5tB%Lw9Y`r62$4@=QwF}em3rjiW(J;SOPm(9hm7o zX)uk}K=igsurggLS(#}=ili_#xliuW$%YxJtYWW1H@wa&slN^0)ru}p`t814=u>rI-*v8n$} zxaL4nmY(U0=%13~vECK5@mCI29-^hbt?>x(F3(WT(X6hYp1SoHd%e|ST)*V(u+JZK{yyZV~yF-6l^;YYyxf^xGraz7NzPI3 zzC4+bvxFbCL%ud`RN}`$3&o4#?bi1caOGUVbyOy~YtfLA_0Witd$w<~&PZNoCSJvQ zNuK9S8`o`DeN?`IzZ3>I69($wCcQDWI>s5fl3}v9CQ^~Z)45x&k7MMb!YGT=*Lh0* z*KUvS*R1>AO0(x`oqvw)e->Rf{%P~iasJNrjoKsh?)|cwN^B>kmOpA9C6N_!L5<%C@uZ#z*WWUkc<318cYqIUK$cs!t%0ghDD8#zS98SzhHW|tWvN$KgDk&00 zNJ9F|yvJ0W_i%FS1zDh2c~*v!jvT(2(3+z0;1aRkpU(MGPCJVd$65=EEUXj9(@G3Z zG!{k`RjwEwwR5HkbLR;zlL9QX4Y5=aF#-!ESt{3cw`$-pBUDayt!1iLv#qFvrb2;j zz$8=nZX@ULC`lC(mc~4i9OBE*px2@s#V4y`{0Fjl{XFZ98*A$YqiBqjs0)c*DmhP@ zcpT+LP&405U(cR3i6U!pk?2lYRB4zjiOnEALZd)&5b9Snv#o)83PX^@-qrWlHaqRM zDA!wz69V;<@|u|@x?Argh@5k}XO+poE!lYw(=u2?atjDOQI6?eggq@8Blgq`;XdsECNNC(zWZ z?s-(I?~0OxRPkFv2zM4@(F_KpQdVSU9y6mdD?A;MSyPn~lv0Sas-Be@YmI5a5H2uL zXHMaT%nE*2TEeajq7unQq|AzEAwl_y=~S}yEs6cSQ!MRFO;M;w6UoSUe<%~sQl*G9 zQ4vw+45#fYapx?mqPl~NgdxpQmB~(pN?M>L+(oyzC=;Qq2>9DaU!a~(f2sJ6^^L|0 zh(V^Lh3n!;X(9%-Bu$ist!!hyfGN0VbV3Ea35;oLB|$;O#Q_F91VVzUQ9x8w5nv?F zI9aK$XE=7_C@v5OQPKjZyyfI4dKN#AaUa$B(rAylKy22;YaUpM+So{0Ek8!3RguMu zkP<5+gLx3yK;}hedP%%Si5pPXnD-2+5sUF(^R71O`moVt~>6L zDc}u=euh?26&Dr2fUz=FresjKe|#qvh)R?b3zVzK$xG;?&mgUR-fA6p2~Vb~`pDJf zBGBZ>0-Tk#GKmYq*cc?~jNr_VY8gU==m&#+fJrGiKoDJ-GLIq_HWI3jK%O*(jd>?V zRk>%aP_d)q_!};0i#Pnn0Aq)&@!B45C>Tj4TnNaAZ=kn3;%F zdM?+9RURe9_JI^;6*!aNh&O*{ED07b=T(T~h+%o*wwM*!GQjK_(@u+eFW#eB4&p@( z0;My9Ya)2L0ZV~mTWldsad-w21ObGg05Vf>Fi(hBE!BxgDF74OiVjim@iGVi9&d?X8}RT&%}Lk@+hAhVh_LZQeH5G7Gaz+n+YAR7}uhI)#myy0kb~%)yzQNy1P|;D|+!LFop! z5(=h7AiNg!1WJgIm9;XL=Wu)M`n3XtXcY)Vfm4pRBH2BJi+U-$1W`w7i8_#grr7k6?fw$Ou|f2Yc0ROn~GP?l~p9s zJS}UL(db7Wb0gx!6}$7rQ7g ze|>$sZo>-1B_gaE&b}&rZOi>J(Zj&BvNDZL)Jne*{h8<=9lz!JgV+Cql+{0{@_G2E zY1WxLGqS?nFOO*C3ekZ&LK&d+wUl`w#(48eU^D%U+K9#9U-mD%G+E(uErmASpBkln zs`*~?F>)=UYOE5O4{et*zrEjoYhqt-H?2nHweIr`uj8GreEa&Wp0B^ZImgrUPs!hp z%z0jp(MUu46M3uk8t?SS$oF%w#I3Pc?ZR8&-9NEawO;mcDoQ~r1;mJ0i&2yXuM8>} zS|eG7kt@P&MJSs>dP}d$r<_&(ZM-4;7v8z#cRt@a%_xb8Nhv%>s5W|zdW?C#N&CV3 zgkIOt-o`ZZRdcNjhF2ZuKnyMnrbXnUA{WvpK@(1vSP!02i)tg=t8wJW@XFWu-!}tJYE*~n=(O>MpZump#9G?5wI(;p8hY?liaQvy;^%8g#>ElGrwtxMMr z$85SA-@d24xh+`S=$T$n*YRiN^y0t9>1So345R|3AU z_O|8udRA2xL*%h&-FbI}H=z7PiZxSf#WiZpSO8%_p1VlWZ08s^b(Of`P5IiU)z2cyPaEVFOF#O6G)HIewd;_(q*7i*RIu-#y0wocgHK~G7 zg^b`aBZh0Ety^#F?Gc%qF#&{3L?)Vk@;E<`C`QysKs={g1rgW`oa7~$#1%2h6}c1u zxRTQeFyd@Yz&RrsL~4l2RWf;h7DS@50A&$yass+UXF8QzhH(i~FgfU0Fiuj+LU|)n z261Jwig0DDT*YABK`m1@IteuM1O%WpJegGmWf24|R&Z;ggCopLOg$;MSgLWFrI3RwHLzwamt2_;%B+K?px)o8I9}R}hKX~e674a`Ge3ONhRVzp#GxVqRn&r` zKE{4b0166tjvy&=sG$O!3fIiEQ9{984HA@9UO-8YT$EZR1xYYzh)q^mt5)q@TZ7*Z z_(t8??y`u1;u`qKQA&wG#2$N8X4QGB$DK48=j>|n$T)DzHKf=LM znN<}L!BtF}+7~mFxhcIDkdOkZDk}d562U7cVJLeurCow-O&v#Gzt#z!Gx0tN+JB~g zFBCA1B2cxTL6J1Q&Q-H0 znN1*8-wRYJnM76WsVg`$IU&lb9-Pc73Ln9BUoSk-;2-UoXf+fkd@DGV6U~4pNHb^KbSd z5@pI*=a?bbxM(AY^_+LvZ0uk z@Y(5Sc)*JyMXQF3qj5-q~6MzmIIwX=0G%WBRB5 zxLLj)^J(|RrYu6t6sScgk*L|4V(~z5fp{z8a1=+;NjVw2>c&__E$cbxcLqz6&R`A! zgNcgh((tGlXN@5>vl3vkeH$Un8bT3X=mnH>4)gP4GEuo^vZr`S01wV{oldzo*@Dxn zgk{o_Rc&S6V%)^v8~vx$rPgI)cr1b$X;wrG&?24tlJ$Cmsk>4#kqalm!%L_tC7i9b z;);BQK;7V#ow*q@7=)2Z@?Iucl#W_KmTbhbFgN<1JXaMoR(p;4Lq~At9-vlhOSJh+ zOf=5)#deHex$(+h=A6|3L$%6#o&Tfs`gT>2e-7`Xgg}OQ-h2Ez`?=N`BG@;VeR$3D zz6lp7Ai@-w=~K|T%tFUXXWyk-<4NTdC$jR_x zjjxNE&_!wOby!S^cw{4$$Sh&o8Y1TT+OmZc>LfWi1*Mrx1mdZ@Nt$L55)KA6HR4=R znV2n!6bWmi z%|(RspiG{Hgj|@U;6w7v{^ymCvc>JH_FR5Sy_(#~OhbK^zyPJF-L5D?-q{*=Pp#mY zE*yQerKKZhYSspC>4I>TIbpj>dP)W2@*-EuC5x*XC}8 zfcBE+Da+fvzEj;bM=Mh4!8{_)$0+N}+lN~?=cG^pnU`rVE>*BnO$6sso@=ZJi*0O3 z_{wtRl8S_gr8GF#DqYk|0ySn#+Lbnd2;3-?v#`TAUT?R$F#()eOg9D>9bA#=6(OvY)MzCFEW(}Y zo^u9;%f$H;r3QfkgjXcQO~UB46fN(>0g}kUg{wf3$c%C-kWbH`LTkE=*8=5|T81Jn zuN*Ts+ME*=l}c!wjWa3_l~#l-m&($Ra*#Tz#U2ruA+k|Yj+1qYF!;&g(%MHS2aAYi zW@f@Ofe(DtDw?SlYIJ>0ubdv|5=ts%g0Q-tOdvAV#*EDLI*O`X3dO-nW&}yEn3C%n zn@<|65XeA8Ns)=#e4tS>CowadnD`d6P8vivrVTkN)ia8+l-7RJX)O=-sWs={V7uDh z-}J1t;Ow#mF_)V2HsytQaA?J5VPd^_Rh+v!EdexTB~M@}nSq45iHPnQ+lWWxg9=o= zbb3Xy7E6?QWJ77y3SuybkW|r%;=^-=!DzM!gO)U&zG@v&4=AwpJL*v$X3kf4!OBZW zD`-XuQ;DdsNO&sqS8jtrPl<=sGtd_||EBUHl4!mZ~1WOlHXnNY1{zbS4 zk_v=kE!lJBx!v)%Z9+~|CekY@7qUFP6RB;%?TiWvHIB}=RXB0|&^+E%mrp(H=&FRGgMpAkP zcU+v>W{*$Xah^JcQXCC_9x}fY%<1$X*Fi1&Xi2VtN=tvjUaXPOUe65qe>z-&Q>-{a=op+?Pe{RYCg{7 zB@qI$jSVG9nIwSI3R%UMkI?73&pPtTx*I1W+-u`ZLKPLN{$^UQ+E6N03`eaTi~tIh zx;F~AM}91Rvk(zj?7WEOj1z2JVPF}K1CK8uLN*A)!K3nA^GynQzO^fDwkPhDBfTU; z%TMXm`yi%7KSrPP_xmEA%|ZmsvkDdJ;HRy>z8+DLo!xzArJ5+qBBQd1@Td@J zDoxnrZJ`z$OnhTj)vGCKM}d$fC>5npPx6!`xdbm2Hmkn>@5j^lIO>TAf~o63jew+X z)HbT5O2k6V^vN=mPDH-F*Bq3KR2j-5(wecv`93o|TP0;RP*fn6EA6y;g{M-|4l55| ztIw@vu!1|Ws1j>aH8oy()T+5|uZun6>8UlHucx(6`^Df)@3D@G1yUx~{^%Qxni)&m z#lWYJl^pB^6=K!{0g@*X1TCShNR!(lN=jukgHZV@DO8abEP<%zI7sC9r4Dy zSwnBFH5ubE{jTc!&ivBOa~12wI)jL-I-&V|c~iR?-;&w1gJ$3jGM@T>nH6g-Q`;_5 z(~mL7xsIG$uAM?mgL}0bsBlKnfA;P3wZ7;cyuYpW7S7vxBAj}`n?AnZ-!^QY4ZqLx z`}+wxE>GV0X|9*3zb?LZev#Uw(wVs1^*A2~{YV1Q#x=E~Vx)g3`62x$ zBjU<>KaTeY&(WUy_H;e@7g>}s7r%_mV?De`b{MO`h5Tdk2F8$CH% z-s*%dQjv-v5^l2AdW^IX&0ZmX>PL`Pg0Dui`nh&%&rBPVB!$ZS?|-8EYaa1FU!vi% zf1xAd7`LBpbA_)JNu(m30-8yCYgyqlGbV|UCC|Zrp46BhLTQ)X^aeQ=3FJD7tO{UKhg z$;szzlcXkV*jiCrG82@kinD6CqE5SKxyKUOx9wU(=6hw;w}0@TQf?4w`)i#)*6|bc zw!+;-C@9W3B8V=1Q8|fOPJdcMRla2%?9Gb;zivHZu9eeQin56&xw4+^XY8M3#V*<@ zlWLWOqqU}T7I}J5g%oqr@&Hkh0=hyz!pGXu5KsJSy4_=h9lY&&No1`R8$N4UIL}q8 zXu7dp!#BZ-TqEv@m=#@mJc(7%oJA^X#?sc3NQoZ291dE=GSQ5yqKew4y0Xd7>@zuYJF&;EBZ`E~n&_H=psv%mi;Bh||pPBjIaidq-HhZ@5KcA)x<8^P9GUX5y75(t59=3H}`CL&9RkF2w9CJ`8KWmVrMezp+h_oL1+U9eMTdVJ)zZt{Li2kzszqG`WwN_TI z6mphHg!U3FH8sYLX&Wo#1V1j5av>pU4mm*H$vf!4#z-!SpjZw-7+v6TIygibnn_gy zkDtj0{XmG$IbpT4Ns zR>>UE`Cz8Ww^P!c_mJnDoX0pkkJ9BNNtkVVoR+Qh=@pi~{#5xw5~f3H5~>Mxb*hLw z=_xm=2Ib!9X33I2lztrHU2ONQrY3K=ZrC){b4<1lkxWnqGnfmh&Owp+3bE2yLW~ud*0Kfidx*4z|l$8`C9t zU$w1jgiS~rV2CF=H@a^*+VD2OD~g8OJVDXs(dMAu__`z256ik{<+{2*BO7_}NQJZA zgWhNUN9n7e>-sx6RgZb~e%kkQtxRQXNHf-^L^xiacbYHzcz-m+96iCx-T60(A9QWw^B2wj&vLq1qBqb2f=~n|J$`(`x;b@!y+d#eMlD>mT~(Tz^BL zC*=YI3MlTiNGNKWCG!k-)RyP$#HL}GR7ZaH z>z5azS>s0WY0>qe{6?;?+>NZU^kYR*mPYBi$6uyuY07rAr+Ha(|K2SBB-ekEH*0Gv z-M=fnZj#%DRsVFpcxdA5$}f-pG(KzL{dxR;c@xlfjwZOe-0J6_9&)Vsm%g6im3~fo zoo&VS+54Xl`Lp`Jj8t!bkL&+-;O~cn+NAC6he#(Ccc)cX5=_0n^l`jft+J@+w*5oU zr{dmjZRUAanc0`^`fNRYzC6A?;;r=HNAvG_!_}~k_-YwtQ;J_I)s2?fkSvAq$ zlBDLft=o;RUsO9{R6N%9PYErJ)i5txwF@t@6_2Y)**3cj9LU2o>j{si{bHMi@qf4V zpLS}iCU%fX*Y(S(KZ$+E_czbm_)3psZpYfzna?Con+!Q#?VYa^H{A1x+X`Jr%2L4- z$=34S{`f(X%1TO}bv|T0)*P>+e!jS9&~@PoZxp&1kLLV!-A6w0_V=n+fB9XHAJ;D2 zSmy1DU$uYteo4Q|`6hJa?P}-aXfZD04DzBCW1g;fzwXc4pU(LO*elm~Qyv>v_xHIn zu+5d*o}WKy`Up#O0{v8+rR;Oc z7{@DTzibyZ|K{`4`1bexeCOjkJ@&?1Y!W|Z9ZViIAUV(JM|Qf=Fit$%cA-nj?)zG>CCCJdv8uOB0CH~CuG4yj|_>2)dn>CS&Hd%Ibu_c7nz zNW5s)@|MJLtMPNmrEYJ2nPImfap!;Erhd{-X3swkI&;4~|DCqWW95(jZuigkb1$LK zL*v+7>p8#I_D{{waj$X4EXbzqX7c&l^|8<-TVu&J<}q8ghTZs9=V(0~Z$4i3IvMcG z^SrzeHpH!8cKtjYzsos4jpxIXuWkMRY5KP&N0uZ>6J)ulngMY4h;z%jbj>u)(9pc> zzU}`1f3eR?RJC1QnR(8M2zLj}R8>THACQe703wjV%tVEmKlbdtE*M-Na%KOgw`82( zk2ZbUcD}sjwz3Uc>imwKRX{Uwq5O-pP#b6|9;t5Yhf4}E2p}(Cg(b~$7->2 zN#SU{_RGzE56ri^x|mv_1$8phxNUe99=2vjZImjT?e_Wd%lYM>e=T_Y(bxA|gYc(u z@7p>q>yO%gmi#dOHTCzYM>cdr$HPZaPq|3%zevbDz8BBEztqdm%y6bjSfxhxORG1v zkap*Obg6bW9zGP09!vCQdq?ZX!Z^#KuE-Z=)PKL(mz`YzbX{%}N?exzt?|Ckk2W7x z5-E>)7UprA`|of6Iy4{u8QWKF*V}l!9c#6BnL5ONe6epo{W7+{M5>QJ-qI^{qMiNn zdD|Yhz8Yqnubc@o>vu9rlPJ} z^sTCO?t3oFThj~tn0#Npt+pLroPRDv*)IB8vEk&l>PG0aAA>kd&1Gx~kSXg;wSv5mm-gWKU>i(9Vw$o}=?b85*&U1n*DqK{MGPTa_?M#ZDp z6t6nmzMuQ??d`|+{mhhg^oWfcf4ZGF*uNeZo4v%q{Qv-f07*na zRM-12$G^x&#&Oqv*!7tDu`*Gc^2;(Cm{sAa7iry1F7>_rlIWZh>-QEvE@W4z93%GC zTyC8?Y(6$f8FFhotF#@^l}(p(`4k(M{^jF$@SgfWpMg)~xuslI|0#WkS8(Cx*PrZq zgKb$C*KcF{_Q5}4tyApye$8rY^Wqc@afC)F>1FOJI6od?1(B*Mh@v$qiYv;sii`-F zHF2oUfR%x$bRsEGF42&-R9Y~{u@p-a1;mP#xf)s(eFmmb2w97xqNf|XnYmjzW3byqbr@1|NrmzTUYlpfp@5~dTXadXqXa5QEkn>iLZzzYa-1kn>kg`%&U~~kmW6^JGxJdvr;6M>JB#*f7)|Y zRh=?|bu|&H3}obE)VWDON~N?ik9&Oz>)1qE zYiW7Ln6;R)N49qFeWm=e`@y(N@M0GF$n|6Vc=_6YQTeF;LEaI?YMPfrdin2rzZ4Cg zdzWL(agK;bYhRpLYrM}xa%t;LDpMc_R3hG!3z-zFFgIW0QFBz@Gt1?R$~7n7-*fv5 zosuop7`7@g=d7BS%kIyGx1eg7oZ`9bHvayxH9~b|Aj^WiRuks6heoWa-EOCo<5YjuF@i9ZxNAVr1r*4+2Xp|EW;6VFvuX-#7Jef_70y508cwR;?~ zB5=E0H&auo=wl3(12b|>_zM$?w)f3k*5@%teu|`qiW0Uev8ECb-}dspvs$SLp;9IX z$razv^NtP4UXvn_W=mLWnzhgK0I>EiX(pMRryQaR1(?OG=Z7kQXkCGo@fdZWDG4DM zJcBDU72>97ux$ONqT(0NsS79DGm+VJ+g^X3_!iXnf<$62QLb8vIArK9ONznGTVw?% zn(o&NKgQ>|&Lvfy0x?D91K!QRL7=;Ud<$CeF&J$`q(~H4~}GV~yu)*wmBx_T{%6%z2Mmt$S@5!e1xF=m`>8>EHaiE!DJ^>Vuo)w#}0qWFjct$jT)u^yOWX@uNB;i~xfy;1erh<05v_FpvDE8MO143{%vDB+}F zYuy04G@Zk1i3mWl-#ph(^IYI@({{c5Hk(Y%m1o6atE321v#mnotZm6u7N`aj+0}dR z+Os7`zMr4#X)1x)OdY{|c}!#FnRfQ3U9~c#7NkkZii%aCt5nKew^l#D9rdlpKE|!& zo#h#~v)1CuTv_zX`lX3#C%~TRq5hEYccBKYD0h*a_o*NQguauxP+LC@z zSydV%%Z?QqjH-gTsa6rB8A-76A9)#837To^d%C)U?k>#Q=E+GkCJ3Uj1z(2l^1>$i{+RRKxb$#eK z*CT30xIr8FN`5H-Ou|fe&$U#=fF&^jX>JC%<~gmYv?dA$1l~lIE|@B%U}YtrhlWNa zRu+&`K#`(oQf9fS{i?F&7-YF@(8@|uk#1E?uz)h%oVMmz4a`h1T~$Q2l$A|P)JMJ z&DV8bWBcU&wO|ygl!@xoS}@nz_0Bp%%QnpvMA^y?3lM-3U`i3pe-!9gmL*gQBv?f^ zHETOTB8VhprRHFkXO=s4LBiYtFlJ^zM00}y22n2+BH+s`O1AVAdeTG)ZPKht+x)Ly z>UvG>DJCL7@+43wG~uUElV;;(Ne(#GfGsN^z9kHtE#$x3Ut+V z<|i>}f2#lD_9`}%DMiZ=ERi4sQ5($AQaq^;r8r!nT zxWYsYP5^|eFTae)sM4w?%MFqzBE&!Tw8D1Sw%FU_+}5O@y54e?ip%CDF)HDA*x4a2 z5EGU`D3MAv0XG1KZkALjNpgs0^mfM5$z&JRkP1KHb3YW_8$@{KEGSi|k@|?wFp;?t zD%_gxOkD@}cF)iaV9Cl^nj*fmF6Fbu#&M_ift2OhVv&D?h zF$Hk5-I|MktaXTHNi7yjvy9~`YIRkth)hjLg)4;%0ccf1wY3JBvi_>)-R!Kilx0P-~2l4nXWex=Q`jxufAUld!`LO*<79n#c5 zO0k&#h$hH67h)x}nKm;N&q9b^Tw!8bzLtkbHcx50jZzohD3$mlWg`oDr7bg7j+IfM zzzR*P3CCZ!azcv%cHb zI#Xu~#I5<(BsGx)Rb$DF**tHzw|(npMR9H}yS|*`f2=e8`hRZiOXc6Etij6`zV+!M zYq$p8ht}fR^rxS#(yV;jRVDB(YSNl@=w@oBg{VN}GAY~cj}V3wP!qb`znN~T@7_aq z1|MgH8sTjgSBxuTt%K(3uGmyj=K~l+uOa%J=oKPj6iLWB_EbvLi9^-Z8t^Q-mPDgy zYigAmyDOrN}99nrbEY^UAO{Q|ABl{)uJtmw2MM3;gFS0B{nCjv{rBx zG*mLq6e>{g(h?ZaifWmvl3C}NY+~Ls8Ckb4`>L(hDN*X-oIOvQS#CwkwgvDQ6tgD2 z&b;hzBmSClZ`&8!wyKB9Y4CY|w(S~-d6L#k93sA5vj2$mX&$~o7v;=$ls;B`{fwnC zM6r2eQe04e*1PXpyIkO3YK#?HD2m!`OZpgd;%r`(_c#YuY`TrN<15?svHfmYdA|g| zx7U4T_j(RhA_hY-S7c9A%1R*>?x9w>CdVY;A>Y;I~Bjdop zLVfmUW?ovBNhM=2&SQSc^-cVmcu`tgxFCC`WH?FPVAq)~Gb3h`+C9HaD@s{QvDHdd zO*bfYyH=KEHC6~$lqkg8%$2NXI8_CNLLp?XAeyR`q=`}>MUJtGYMm{H^3<40F$j>K z@4e6^tkD&eGMXu*1N;(eWc{s+y8Q-`#lMYb?b9j|?`m$gN^oQoTN{T7^{E5M5<}mc z&G;O1oCfvoWj0b4eDROYCbk4Y6+#qY4z*oVON+u#M|W(hmzFOtar|xGZ@Mh$s$(SW|;aX0BT8DT27dn)U7- zoPzh z{awT`QDux)W~_o_)@15Jk;}YgQ6=|gupOdmRw^P$L@;4d5O}E;S5&IlrBN73eWlzZ zA1V{JTv%!#s6DterD!UxOCy&|$gL!*sxk?Pz_RsKy2nukR+>=F08|MQr5mNHBseoc z1G@XAWe|}Gp*SH~VhVFx=b7{U zx6HAfz$qA#rpMCiQU(Fy2V;;c(PmJon%3dx5_ffzXMrC{h=|%AA7ZA~;SKCLi2_Ps zAJ5RJh{8@%-<KXhw?mv z?h3f(`p2xG6&mH1QU!?UriBc#vQB4PC@KqCQVd2`6{wd6Gqq|g)+|i;fSz1$loC^w zCzM*u#o^0uV2Xw`08}&NCQzBCAhk-RDpOKDtuYxCKGpIJs=+Kv!tPKh3KnIlm6}vZ z)EGmXtNIc?cT~v=ltnBPNmcEL$aMg!u9wZ$suBo;3jj4!frV3fGyBp^Lci0p^bEYX zJPhS9LqY~+xn?i9Sf?~8&EzVkl!=JRl3SlrYt9~KY(!R@`&V0t2vlp{yc@~?g&12+ zKqZk`wNRD`FoZpY_BOWLT(TbztC?5Zvdt&v%_K3hh6sVsQw1J&&BXJrmHRW~hStvr5In$9wK zuFMW^K2b3D> zfSLPlCbJaKrq%??WR{LtDG8G*sVZTOrsqW;FJ(XcnoOw@7UriQos@MDUrlJNmG2y; zu8<3QcTzGKN;h$%WYv-!Z8t^5nk0oOvXYHMZ%K8)D_2yW7&hNSf8ri z_gj80A>+vWD4}<~N^$Yg(VO}tqRO?Eby&2WdPn3MHOw?5BB_KanVmJ&XdWgi5T+_x zBKFO@wwNtbeY;h!S@Vp;ax)q#X&<7K*3Eyj`Y$6^CRyIiyyx_Vw!Pl6EK;*d_V#FYf=`^xfjGHvgzk5ZeQf z-g~ZD^FOS;ZUAv<4ejx{@}AdpgHBkvZF^idJbqf~WU$B-LwBJm)F2`-$!0WzcL5+( z+?$&KUA6aq%*0Xy#b0fgM;Y~#RmHF6y8PZMHhT$cX2`4=rAATn zZEw9orl_l$Hq(yega{#z``MeRRn8E>cKO44->}*yX$u(y(DziW73Q+eDFSJZ%{9eL zjcd*MU}br2-OOBEm8A$%&T9#%+p4=ER68TkwKh?;B2vZ}dv64+dwUa?wMNw}nBCsgi{s%1 z5tz9fW-V#1n~Ecjv`n{#;#$i#QP!j+ zC_xZ&MNtAc&Oc4gt&2>ZkyTSBb$Q!v@U7HGMs2^3$kGFCccfMd-hPNzClasLxrZ1TO7y1b!<&k3gU&{Kdj@(`#5Igje0q8KLtOLnY41G)}ogybOp?Jm0PZtTGhtk zwK}xaqy|j~ZR#bNg#ux&){w-L7Cu?RCd(J}C z1PrN?DUB)=$wORB`D0vloJ&cql|T3TSjR7K4ak)?!CJqU(Wr2w`d>Y`mCvIa^V6l-UsiiGuH z1$PyFtP|&Wk+-L*B~4(YL&?^qUyS7}Xg1S}fKdme#vB=ypn@*O0;IfSrKh5ds)?SW z1dE~zt$XY05lOUS=d1{^3(Sd(;4oyNp&WGjh&4CSqflCRLz< z5=2F{l4gOT3}BKoSVBROHJ1yiPD7RFlypQDr{7MKWD3_hj*vk2OYeQqM2v;3h$srY zH{1NWRwhdLRA3hTsc1DISj?29B$9|kCZykHMb3dd03ZQv9oM64&?&0_aNL#x){ty9 z7uHe{kh-E9wr#jfn=qN&g+`)^kN}rZh@MruCqwDl zJjG&Rq0CkI3F{(i(M+7;p$u=q>J+CrO4TBZD$RZU^b+}CF24un?6H}!XUL8ql*nRc zvi?yh-0X=o2Ma5YU`57U^qtHKmMHS+CLvX%pacqhlD&wO67q@q0w4gYC_o}bWNx3a z)K+zTc6_MXGLCJm>FP~I5|%lc;!-AxJeQnr#7P;20zimpH|>Z)jYI*c3Q{2h?i{Kty5fgX-hl;6hrLv4wA=E9EEK#~iK#O2WtYVh?uU2I|goi*$Exe|@29J~` zPhY(lK{Be!JXI7mzYmWVF>?kms$fn|^ZeF@oV_-$i@@`GFg*JgohF(A-!8J<>l!%Dw z&40@Lkx15LuFOwM%V?F_{Kc@32ZGXh_14_Bm$q4ZJ?A__GP81+ri<-%iSyf7Yrl1v zMy6D`0`(JkR}JVri&7V@*R8#Mu76iS(go_;)J&Qb{ESg$M$<~EQ=uwXk$u-|NneCG z+V(_sR-I>i`C8-?0MF+OoJC}0f+}21%yW-4fm2Qjp0)9dL_|rbwP!l9_Gss2Wp4dNU6`YZ z340uq`}u5$ZkL^uGXWB8kP9`Lr-`VlTF4gF?sL4De%agivQI9LIKw|mHZJ*`2fVKm zon?y^u`JyhvB)&Nm`b(?tt>gO7u|c7rXdvLX}dO|hB{Rx&RpYwWxHtGT6edtULy`Y zSzU)Z5vWG%7txf*URp8&Jv`Wbda@To=dmZwhc|sJWvplz(8RYnM(=#$81MN zuyXwz{>|j?rKj>|tUd7_`X7w{Ms&ewx|@87dKY{}TY^$mF{D9^5Ex96&4ra~o&dL| zXo`{|v{+eCP7Xd--2xHYDX3DlbT4v6C9q#!ALGBS9vADRQCPS zyT>5ZD^;6QEFuz9OLN*f>aFb~Qk+}&O3p~N9yG=;M9@CVBWp2Y)4toa+LH3h9a3Xe z78GhO$QF652eIhZU8Z13$^CwAz0+FLzS$Xz6l~k&(d6s>msNP!<2vime>$)GULRc) zAd10c6-5$W0%WPGi!NY+P!+o>e9tXot;fA@(&?V91!UYm@Zhxtk6><>-LXv;H01|K zNI(~4p=q;rX(|;0ZA(p+k~8x>k)f?=1aRgmDKlqo?aE1_^3k2yPoWdbu3YOzx;V+HEw+Dtj+ zTjZcsYa3$ox(HnosHiwXE3;+&K&hZXoQ2HHVnz1<{O0d__o;T~@g?fc*S`g~tNbIV z)FCO{qJ*qOTw9Ur3338e!ssDsacx>c^7Fo*j5@wYNLl04?6Nt==8l^52Ns>Lf%C}m|}7i>}@5i`EKg=#V@X{birpj+l2OcAv2v$G-)3Dp2sO`ZV_r#t41vfh@88u zQLZIQsbsBg(U{q^snaCpiYkg2j4WSZL9{`&u%KzpU0YvMgQ!a80xMIKMpW(r*HTnH zX@`yk*2HP10E$9X!JZENYP0dJ!<&3xV@`oI&qg^Oz)owW#s1JLnX3z4FfwQTY>((}>mSEM2 znYh?=O>R0S55|&I;XNq|G04+Qn?%-%l_6a69I8Z=N>MXacgcOWi>UTk7H6|aanhyo zDQ;F~S|V!FI_I2YX!X{w zT193DRBc^fEKbSH$XGFDA}cG~=1!lfa8a}1(+iSn0s(cSwkSr1RSBZ}lZ-R6p?0a% zU|@{%#lOh2(K=nEP>0s+iA+;d3YU~W^NTB_MEw*~MpTIkjOZfW?K7KWF>R$)rE9+WSrnn#%#tJa8QyIx*Yw)hDKZxmaW%;z7+F(u zu4Ch_TP%)>(}bN^zVrIh>`%>$!YDJ=oa=SM#O@CW$d;R;)2ei2eR6zk`QOKgrVZeE zE^|?BEUodKV$!>`7J+q6O>;BaEBMHDN1=$pl-=lYv;T*#FKZ3vJLW5_$$s|RugbBs zvA?9>cz(t_W3Aa{;}SfWD)j~s^$~gGYNzL(+N86FE$$tul-b(610tjIO1T0M&i#DSmRzAk>=@4>e3 zdvBL>#krQ`%wnjkYbT9SH5WNs?VAo}j^jPn9qUk4ZSK{e990=}m5Eupg*IrcTtz<0 z3{8ErCS9%DwcO7fmcXNsfPNK~4LZCBZL`K;`kP5Wls0%x4IKl*+Z4eH9%nl(7q1U0ffuB+6t zgaU)0k}+ICHC1a+6KGXcGAcDeQ;HUpsHdq@2-V%}Af^b+tW=ZAypqjC)3HR2uB4<8 zCSA5Bb7De@R8~bmj7nar9-86Ww+-pviCM@O*;=<`o;g=U!WO6i)fCb*Rm8fNxN_U) zmOUabE3O$M<<2^kWov!yFD%a~g0|TWx>r6{lwDK?4TkcpG(wrhe4TK8+x(6;TwnCK zgQwVw_&U}Z`B-?EnZ!9`jrmxIv!+V9@A?D><*MRKQOufYDiaX^RHgZf&xKH=qbY1H z&7i0tg{2|lZmOb5H}vO<#-z-N$Xd)&xs)~a*B;*5@rPnWdNxLze*juplfH9LoX__a`b0J7YR}+i6V{V(wrQ*){H6@HfwTm=Of-t zpW^2RIJv1_)GnyMN|k9d^jTSOHaFYn`g~T*lol#v9a%vLt3jXoR8o*aij-N`DS|U* z@o9jhbVrseRng`#HW*4l>!RLr{hW)~fEaK$n;;2+k2GGX$0Hwmvxw(M$9){3=iEih(m3S_2X zN$*=1t(qxHw+ng9z!H-txsYBErkB-7Nb0p)^C^-mS#qcKc44iIMY35Fm03gZ5~{*Q znOd3B!Y-?eCGwnzCE!9PmWbtAG0r?stLbLY3X7?u48>usnY*AEe0GC^suRhkxQNJe z>!98xe4h(R77Hw?WUj1MP!^2|P!-H3&@2m1ZBW_&!Ph=-RK{ZMRjMPjMaWvH?nGCvEdzMz*{!Pvg!?z}b zHUdFWn)ziDR%T*VgBa9{6-8}q7eItAL@QgVYb}qBi6ALzO<)`%X;w2M?uqhtHM=QZ z3$tXZZ6$l)78dJzZfTl=v(|N~8O#OY(*AMmtjhH{ngZDFQ_g!d5wAAx=({!-SXHEy zD%1*D;ilR|n~FA}Ae^beS8S^RdVjkgE$(z3xauKM07^8-!JLlPs>`6ss)__DO#p+4 zsKOeq#f)53P(bmLma-Gy%%24i)8_DTARXRR5(p;ZWL0&jnIPgrK6kFhS;9bNQl5s1 zrqniPiL2}?bBdND;jFYQsoI62JguVT3Ol4Vt2QgNLc6-KLH0tj1)V5hNR=^Nws)LG z%s3fn*Z{9kz(;;c>zNc7!Yt|Dwd^QioKa4_(qqa5Jo&}vfiai_digEvi>hRPaw)NZ zuK304V12HquR+Arn{C~$5NDm7!mK5#Y62IrD$PL(g|af0Q&Fu+Zy1>rQN>z6dOuCo zxVd`M8)PADYmFtX)^qaI7O6EFig#)IYWJ+>x zB30+1DXO|kF0BtjL|Wg{t~096!}EBen|2Z0gS1j(=MvxVo$}|xcf>;~v|iX*Z=W~* zY?EN3`eLR`ZeH8|<8W7RNkQUj;$7qHET7*|sj+6P$^cqITHi}p%B(8nOp;27)54IE zM3`7CS-QDz)6Q+{@$RezNvSEoAoQx&QSbAdcOJNX?~mpWaDOzvba_=%#T2=MDvH)ErN~h# zV!HD!>I8>#Dobjr!Xaxu#12)sztQ%Qe~x6?%WkLD(Nr_#xQ{CIwQ#;~`g4m9$h_E@ zbmJ;vh&KfQA%u9kD~poE%pXw?SEOCgZlyOE)x?4(OfJb2Yod%*aVCbI{u?DcKcorv zf2w2g^E))Rm^SCgaoV7SPO~%fFW2jKwPcjCa7s{QyIro^YhU-{{!#MYw$?VZp)pI} z|CS}PQuixhmBUr9y&d;B?vK?)ZL_j5=ERVTnq63@OKDA1y7uaAE;fAE{8W^%N)~w+ zt==U19qO^Zm-IqgCepq}Q;!ps+Q7_FcZGEvGrwzv_KDtTm$`y98pK2-dx7#q5*g{4 zB(gFza;8LN>1Ms{D-cx;*Bo;cePeV^3AO3n&miler5Bc*t5P95l`}tWJX0lyQZ@cb zd~4ebeYo|iHO6r7U1ddxgy940QJJEE6}74$ zPhn~7`@U7R#3p%g6(&rs5x2H#_DAExD@T*^zjgFOPs`m!Oqyy?3RHVKT1}`ZS&%e{ zpjYfQuj_5*q{J}M0;ZIBLg(g9(4AM|@EMhB6RrGG`+HH`q!EQGCZ(mfuXUWrq06>1 z&4W4i>wWvxPbD(v(Tql^5h5F5)$f3CK}$9iX6Tw-dGD_VHHubAWmc?+1?UhZgrXuS zQBs>*Yn~4X0dwn(rZJv#>OG=YCDfZ`=g1JWez_bmbIqD3BmxMRfH1S^&l1jJR5Y^d z*O0k5>~3h9DMc2iv6u95t3G2z4Kp)u z3h@vTd*<1wNU7jjRZBG`X4}8oRY&y_+pbGfgxA)}nvFbXJyIbuaz04X@l(Ytr1iFK zuH-mqrz4~8Mw61QsG2RvGFftGH`69%6h&+3Q9Wrb$08*SPywr^WEho*$tXM>apLH( z{bUzBI<=(=6xl}3SlPO#cR9mC`ZDiYbP-!Z&RwLa0SN(!RFsLyw$*ZzYiZ4>-Y(v3 zp7%}HLL`b1!W5=xDn0!Xm>C^cd8mTyNMwzd+WSh`d9 zvJG>Ii@4K{iUpoBrxl`pRtQ{5t57T}2&AF@G*jVHIzqEVx6RC(SED(6Q6(tyJbqAU zITr*dW2&|0zQ>q%f0w2WjY*^$8Yy!jzwNf3kxn5HNy$h=+pJmlni!QCqJU)~sb0^R zFVb0%&{n2(jKNH2Ip|iRG8Kt+*h-wr+Rz+YYNb}@nFD~TrV*fsiiqmAFm_jqEk(+9 zdwb3Cn32247{v%tb<>1Yt&wSEPIPsE#YjV%Mywu}wT@*g)TA+$mnXBA;^N=wQsoY-NjU#68O(UvC#XupXO~}%A*;{;)6+)0p zj4G&%I373;jcTT0QkJP1hK#wpigk5U&{|V#Rk+$U*9H1ovS!?$=&-8li6=!YTvRnE zpsI-3A-YmDl$xvx$;k-HPmnHZYNF~QLP|vJpL5kE{aTkR_2KKXXTw;N84;9bO~tm5 z$OW*LPJ=)L05H^vK9gzw#iMklFiKEFKmyYE6ns@;H@;DCf(#j@2eL%DNo!)zxsnB( zdKZPLk}R&Qr}J+kRTv^vG>Axvgh-UNuC`fv&G4nB&DBV){Y&POQj;)$1Q$i&-P_lU znX8bQ5GmCvnR$qaBcVxYWrmG_K()3ND?#+e-Y5tb$(M0fO;M<1!xrf?M%4Su>ra7g zX%BO>o2A(!xTbWJRMnECpiEq{jFtSD{nEv@dubNmn%=~Y^^W~XrbCqo%~aLN9Q_N$ zo;6~|)oRK*r1;W*`e>}UU(fH`!s7-}*db&WqZ&oZfv&b=J0hh~2o#|dRYDaa!0Z0{ zSZ7A4!1^ZE7%fW}_vQ+v<=W#RYemddX$?h*$ho4jymdfho+my`*esh`c`GqzZ)UT8 zz;vS2(7S;mOqZh6sv7JxRogd(*Wrl857if{k0`F#8~{|LaxmJ{)B~AP!;npS#D}^? z1yzk#p~qsSvX-ZoY+WxX#Uz&^l)mO%UIyR9d)RxTQZD}ZgXa`xX+Lq(`nt3QuDU)$ zKSa34KeyUd{vf}{yy2x8x9+#Cz0!QG5-LM#H;A!pLDyQxif-)g`M)C1Tl3bLGoq48 z@*P-&S8Y|!+*sRM*W5nt=fRA%Y1_M%&&vDchLtO|Hff@qtg|NPz0a+`Ua<9c>X=Np zTRG#TeIs1)o8eUqijS<{7ay73`$k}7lG(dnv@jtKAi*JJj-A{^Lv0v-63~pvah!KI z?oCDYvelXAF=o_7_lx;X(_mhdiBU3(5|x<~F$AA67qTc0nr_V?k!#I|?Ehl@4SsV8 z=)=)uC4=Ihl%LdpH6P6XP@(eIHU0uQ=By$+G$CW2G2gHJK(VQ9-cv_FrE9x1bjZDn zzN`NMq2y19+w$+x|9a*BT{X>1@YBi}x`xg*(dzQTZ0jDF+O{y-D4TkG{MWX1<8EAg zYXP1kyn8bZwSugSC^a>gCgLFza+;^NJ)a%qwkPoI@$a^N+uD!4uZ%e2$njxqY~z@- zyu5q|H?RQ(6(yif+ZJDDOqMj2CVow|2wmCAT>GRza+Cd--$a4tH0Lr_1D8SHi{f3k zJsxQ(tu@;ua`nV@^EAXV6E(=HI%1j>8Bz%=CT3P<3TpfHUsV2Mt%u`Z)wZ(#2z=&1 zxBEVR>yu$0q;2|@6*+&T{CX}Xg%^h+SC*)C&8fzwE*ILKODdPAHNAhnZ?|Z+XKv@I zj~WZHwdD+60TJk#R+n*P=T6Rb5U3;XjWBQM5;AGgTG8# z%>ZY7&i=9&N2}q0Agj1)?dx{vuM-Eyk0`LcIC5X_dP9%t=Zu_kDJnJCk6Nm}-*m;O zDwB^4K)2Tm6E)ZQ_*l@_w=cK0yVX7A!beKi*1g@TYR=)zt;;5Mp2u0ZTsKuc=Dg$F zZX&7`P%>9kg>Rl#XRSAVw+ctEw8)R-!)kQ7nm=6^JpH znKc=#Jm$A1(90M2?yixMYjUNhlMzt`TDNU)dCnQ<8 z37njx9-G8?0TIAZPmCpN#&WV*3rb9T#o+rWoz>I_%`OltVz~9 zPqDlRIkWO&_FLy|J z<-bw?s`Wp$f7Zz;M!$l;e9?9PI7i)fsKjU2@ct$9R&6rV%{p*Ot;{T2^xq%xMYbgQoCoGQ(Ii}P?+fkGCLKvY%c1{3>B#X9G| zBU9{W=~v2s%@4C)tLDrlmoD9aO05;5k$Pl$t!4=#(GnwnsC{ki1$4%#oW11A*U$6+ zi)xw;&`PC_((q1E8nv4@*=Nd<1n0^*`c1ZP?;pnUpY3yDw)xfk4s$hY?(K6l58e(E$cThCNSovBriHVQl8yni%!GvQ`G6EQ(Mg zWKfO2{*1?1=P?j0?WZTN=gY5``k^zpx6hw%)A#FW7W)tNHovCW?tEF(YaF&7b7+aT z$;Z8Y<~4R@AGs)N!(8+K3g(mq_HMq}kjx6-2eNfw{i=$e=LyA9tHi$W zHr87l*EoJ4vTw6*r&UQv#Qvz;A# z9f2?IKlfsPoM*SVoa^NtI&%qg=YGZOZhk*fPuxzwj8@!EX&+hNzWmtK^puCTPmSO6 z^V9HC)W7EbE#{PS?SX6AUScT-gbDc~X^4Bp!+A8FkR?p6;V#xaRZ|;mFX@;1|6JwI zjQ2UeH_3~zPxaNPr=9L&+bTOg$+MPZemQ^otP%cMm$NncsCmSrwIZ^1T~{BwEeWZ) zkMnXKxmD4GFpiDh=gp3=^W8kJ3Xb>3@yY9MFR#T!&3^yo0@FCw`Kau+z13z9oZIME z>)RPO?2oW_z4WjDbj+OX=vw1`e+bXl+x>Q(eGfFl*InC1tLKRrE7mDCt;b7q9(8=o z04~3({uTxHgZ)o_`TE(vo@lRoTyWN$Vwa9Bm(&cdRF=7=>%mZ5#XGhaZ5KD$+vxJA zY<-@+=R`| zC6l>2R7zvw@ukCS@Y4^bQ z>PNKo%Qn{iI?jJN=GI^J_Or)oBVMmM^IVng+txhE59sNa#`@v@X?#x}t0@gS=jA+( zoNlkG7uD6h`?|>^EkCFJo8otW{M8;|Uibaa@9m72f9iJo@mZCx7yEhROWgC?uQK_$ zzpj^G&tm)h&tLc{&_STlzV}*n6WZs|KJ*nofhu;|@uSU`7yGqp#d_bw%yn*cZ6z}e zkiC6krZ)3mZ2On#yH?*1zGTkvdEmZnUwFKZpWm{-2O{!U;!S*lrt2@~>LHi8y`aAd zE|^9-t~YUTe<^zn{d({^s=@mbsEs@EC;|JPeV@XJnUnfAFroW`hb8o3^6}C`{`P*k z&Ahz5+uOZAMt=HXuW`IDHrv`b+sEIwd|1E8^(I2p?`_F868t{>+iH`I(#FS6J@v@= z9><@|yY*Nte#D3CEZ0>o*ml|ctaj)dzdSsC-EXfEcKq1(z|Gz<-*bc>cQv-(%>Hez zFGHmEcl7`9`nUfp?Urw^^43d6j)S#H`{`2u73;R-m!Wmw$LUpk+wog8sWrA{THF1{ z0%^T}oW_3mC0alC__*@Z^ONUiKRErEM{iBM{a5_W7!d#Z9jARV;h$hI}L9?-}{$Hxzthjzila& zw)Zcs?apZPoyQ-t?)~!Lj{GZQZ0l>!Ep>eOk9m>6_)6*Xed511Ie)!JUmx@9{cZU~ z9G7EWVwj~}*1mndkhfFuhvGYtv&`hW=~d2cGhG<>d^CfXKOQ(GtKZwB#2I)Gd%t|u z>uVeHeE&REUgqVMx1U|Emr+~6_RHAz-|k<19-SYCkBXJ~U@fHV{5|p`FuAvA*E{WA zc5=H1A8jr-)pg~xGau_aHv6>#fiW0^TVl^;BP>yuU;X1Rg1?NfmxHqZe!1Q^wDtGv zA2*q|`vdp;s4U+vdAU9M#Aoc8`)WP=3_H;9>g~(KLoZ)(`I^$CfU`K4S^4@mmrq{a z@B3O9TSjrbtJ!s-J;12AGQVhN?myCh=w(0VJMds~eiG%E4#VdWpY5i$D`P1$+Wf?i z18bAM=00+%-!IgC{i;jV|2|%Ysxd1v%02S69=ARF`xPhO7yf3q*?xLCdwa)Re&6+{ zm%Qa^-(sX)O#exae|~%a`6mA{9=|ImTx{Ffw)b<4lC5Ssd_G>@?+yL_<^TBe<^O%O z|JVQV@E_~nk>7t=pSygFn@9V(aV2AH`Pe>VKebC_3_ScgbN5-lNBur)_5HWY{;%?x z`tAJ({?GNxm;LeW<#>E-4f*z4{yb;Ae)}J7tiD=}En=g+Eb%by$MqJsm%7fZ_0#Rg zwau5?qwW9nKVN9K_ud{X3vA-p_j%cS{xnJwqAZWKiR#`*6OC;fm#^!KPy3v6%IJFb z^>ICojgP$!rXTux+%EG=t2c~7uhGt>vGdZxr_Oa{SC#sX`MtZhx0jD?{HgDAZ>>H? zoz`|>OSwq@dQ=~}&!4_j{pk7Fqzn!*;>XFqclmY0^!(H6-fGKXsnNcy?PCm=cvW5| z^IL6?KYl(xUOpcBoAu9*&vD+@WuC7ecZ+`c?_WC4$Evz-+pIBV&5OntzwY|}sFUsL ztMBKz%^xK{+SkkW{^uR%y%`$zSld1Ae3ALvy#BeK02l9(_#7*sw!gl}1>JsV)N7~B z?jz=ZvHo^%n|}$x;or`ek8|S~ogcUDO9H2C`MT*oIR-yiQ`eGRA`+Hu8_D0-yq7fC zud}t~{n+++eOudB+7>0L+f3HQ<+9^L<_84x<>k*?+Ius(?AG@|`y9D&ZvQgB{6G8g zXI?sA%v(SIj2HQ8*6(rrGUgohK+DS)ZC8ZZ>@D9uFYik;HN+okf0`XVUB|8G-$$K? z%(XYWHM4Mjw)i&mpCNw{{fWw1San^h4_#lzt?3o^)8Z>+-<>!6yvmO)|F`>!*tPE$ z=jPEghvUq{L^XXae0UqzE#20+jvI|QA2JVb*uEk>?|<6-VFH*h>)~28vp%UGxI8vo zf}bk)-VWvam_H8Ad2!)G;#24BY+ZjcycWI6d>*~FON+?#c!$9dwo+RHw!b~l`y`N95uyZoph75v=o{s+?y!4DKgVn5GKE zj0Y~gjzy6Utt!r90j3+~%pqKe_2f%IRq3iiGjvTcgE*X(JeRI_sk?EB2+0Lz1FX%_ zRkCCe4!Y`Ol%xa@B`a!W)l8|(1iYLSDS7IKfD*}iQp+jN++;|tMw00sM! zf}{0qC`8os=`O3xc|M>@7Z<>XAsJr0mcB{3W|lB*8;Hu{f)sogRkU4T zh6a@-`B`V9FNCNWT5=);nF1FSNC0qCZ&{3)nJ77W9qMe|? z7A(9uJqp^|ZAkSHxZF5Jq!#HNYgF z^f9F1tmqPMrsB+7HH8aU(-y$tU#kgh49(9tc7$1OodETC7BCZg1YQRPt?*F8V}@2 zMR+3x#bQXT5;dt!Z1XODE!5;5^17>txTk;h)YmTw{SJBU4lRAa}sS=5w=d1 zprxvpdll`8;v|^`5|-Xxa-5Sh-5{taq(Qyg-E2!5bpc@*SVxX`_yHR7T2R7_KYLXy zYmJxN?gj7+$%#KMw)NYw;fy*_bS?V_s?M!Zt;k&Yl=0-qHK|KoFRvjzn}t~r=oOkv z9^;sqtSW0N(nJJ2*UH<5JRZ3obZnQNx|d(qK-@o?45O=Lv6$h?=1k1)W?JTDS}Tr> zQ`Bv9Q!CM26^M{@SM7RE9ISA^Y@3Ef9jk)fF3UiL2$>NPoEqZgzPTE~l!6q6%954% z<=0=1$LBom270?dW`wRN7b6>T%q$f&BWo|$eM5aAt!|NjsW9tI%vr79~kF7AHJ zR7HfDHy%z7@C8PuW~3s*viDlw4!yrhs6(1kGnlzGOwi7~%v$fg9iw(_E_^OvdJCRw z?^-9_l%e2IXmZB}&H{v`$b;I|*JwK*+>`0A$XU30FMGRvY2SZ*n{smebGvuWk2zo0 zY|pb2sL~|}!KakI5M94;U+3#&B%869!YI1!R$^(AnRU*J>O*=n`mK=GJ4{|Lpfci! z(3yYoc9@~D0j20&59{|=O;H`~Fipn^c9Ab?-FRR7d#oh|YN*g;qSo*(DkeHAH1SES z%eBvSuBf#uStcrK(pa$LIO+xFl88gt2O+uS9LKxNqOIQac54gsie)CyLEV+9EQdG4 zl67v5UX_cP?&G)}+27-wh&9?F)iWx}u@zPBe`)-s=f80;p}4!Wo@Q(j+VcDNte0E5 zcl3s8l45L+b~?|>t&vQS{1le6T-2Kl@nzEWa5yHH6oi9L2 zT5MK{P4RG59sILx5%pq0L=34%n96#JP}S8$D3d4hoV%Q$sF|aP45xl^|9-oTO1)GA zRl7D+4owGe#;Pi_=5A66%gj8_Q-sJ=--X+h2UX|V_RSx=sq|h)D>qKlDOMs<*0V~o zqACG+V{1!=>%0V^rIPh=9dO;MVpYQ?11jA`De|Wm@B2>K+D#;ipQKEHgjH}Vtk73P zmL=Hw(QYFpT5|(4POjb54me9i&cqhgt&l*aep=r(zm)hXaNl@LvELAi^LLXXYJb9e zsVWB3CU$)rgm)K_p=5Ci1Idx55gL$66Yu7rGII;j%-mrDCM%rFl+dSH6J}znLcD|G zwy}*4U`hoL72N8qYH?}fa5K{aKVwiL6iu2YIkV!LO|5(Lalck9B&w99T0+82L>0Z* zNCBxz1@Q@+xq;rU%1{PtNujBC!!=kM4Ae+AR~M6}wZv8?_;O=5Nj1pLo9^#tXozPR zWcP@mcL73J+$Cael-fI@0uEW8C03uzb%QDG08Pho7LrRjC1tL`G#YkFrZ9*FC;-b2 z5w+Xru0p7lRjEadQa?ZylBG$h&(xkab2)b_gS9P$&>0G9tW#x^UeQ+)f}Nszv-ZGc zc`5g&s<*czOZ@ZQ;*G!-hoIHan7L=>@6-?1F!cljpsKVX{8{|66sfPn6?~SY@lGAo zQP3nITB>wIlMzp@iVA9FWmTohr;XTLrC7Bz^#I85d9pdN1R(usi1~a=E0kcIhr(Y*=BvH?(4LFU9l*t1WrJgKfi#sL%>&XkUN+QBu@SD^WfMa(iiW>oA83V~Y;K-FFzS(5n>58|9!1^|EZzEhRHSEucAC zvtBu+vZat)V6Gy~DF|s4rDj!ZZs6>l=33)RR#lzO(9JsM-XO5X$p&xy>=+YEN{2Mj zesL8xB&~&MtF`kLw=bupba{09!t}U4%;v2}t|u~(Q&8rr@(JriMrA^@N!L}WSPoip z;*rb5yy3=N0ax5J8wIK=A_X!sSQLoxst-$t7&D@_?lPx}p^ja=2x*^~UNmN_gdhQH zX3gBHBrMsenF&$xCazV5m|Zxm@o0Nv%|LvzQM^NxvL4Of?x15;8QFWh`vo0;|04}h zsxet6pfC{K@6sH?m?4PN%BqieLZ&A`sU(n+;b2#3f|yHJww#`4=9Svfbk7qzIVr_T zsHbW;*t$n0GUH;ACW;bQlYJMxs~fO2UQN)@HTl~u-=9|^>Gk$1W<1;Li|pOM=Bmvg zL`~d%?h0(-w_|LLWAEG6C$zoAW?lOUy>$%n+Re;~5trDpGrGs(( znIrolt$;Xzo%^-rl*WF2aQ=yM=M)J-3KG!63}i5y8(QC#OC(I?b_?}%L3xqVYS&)8 zf;&qX)|3!)!LGCN%!t}AmGs`Bw!%xsR`dD0I|no|Ggfh$tNZ!&FmlH}WA8##E@F$d zSM}cAHPVn75V9rAi@lgs*WN@CE0dw49(zPoR20-yL=?%G!P>bHl?fBt(ZQBqsh^W+|Nt0ns|q=+ENQ(X-M0fTQIA}b!DWO zYEoW#EvxZbGN6AmeaIY@hu*q0E&gCzwHyT%I8>@K5?rulEHw$W z2}Aero)x#|mug(ImLZ^@$^&OHx_%V3$zia%Qa4q5ZP?8NSYKq{eebj%#ch(YoYzdKn9(Jo^LZ$EsWQY_!1;Jn;BQrui;Fk%2-|4YOB+Y~$#RLm z+Q8#Y_k7JfM;r8?iW;#k#ZBFDa?X6+D3!q!HM)#pGObl@spn^yck6JN+oAq=A75+# z7P(QWO~rI7FU>F>*Ht*{=IosuaY;k(5cZY11!0&NA;uUr3q)$RO#JO1N!uP6T>V!w3`;09A&>k{g1%Xz&H|VZ2|{#?9V_872FFivIxgqxy4kJ@83%aR?K#do>%+9KvI zW)j9Nc%iq~g`KUlJMlSn7lTy`!qRdh(5N>r>Q(r%#B69)A-zfEinT4K;8*N_;6SQ9 zv`LLtW8>RP%;?BuL{dyKbc^uadK0tq6m5?7fMIi-|3mtX?WccW+%)O;*?)S-@0lw# z&8J9b?$WiD(z=fZZF|jp?Mm2?hcwwQd^nakt|%hDjB?c6S_KnDkxD|Pf^#nuHwM<6 za$D`6M89CZ+WffIv$PEz!!VTQsgkZ%deCau&SXG2yxhZ7b7w(R9G+LI`b`h0wAFTG zim>08((>wr$367-Hd~gdQ023V^|3`=d;#UyLY{VW8ybh z&witt7BtMKj8HGk#?wk<-#S|Cnt$`_f>z~9ZYjrSinnNzv2WU7C;!KrS%T=$q^gnF-|q=d9(!_YaMfE21FS7X=8^Ps*FQr6jaIpFDfAd7r2}6 z_06c%WTQxwVwj4m+e$4FYu=RzsjZoZ;gwnn0dX$m$`J9UYuzL$TO?f}ZEWwB&{XCs zA{2%aYhBUHa>{8ZO9CZeAt1S7)VwO}z&7&mcvk?tK*@qte__$VP z%%CP@R|TX=GZ5-PkvovfAd+FZwi+cA6oM2M6efzfKDeNtcvH%*V#NohQ-$IR6%?3> zq^lo?&jz2b9k~jn?u~23zVNjGaZt8aI2$=s@0H)7M5I8`0Hd-Rf^st%of!em3XRZ@ z-GV5n*1moI)pTUlcAUq)E0hXKL8Zh9Kut1XC}1&$c{z|3l5%vBE!UPR2dJ`*RNnfV z+uhWQk~slUzq`I;Kh;mQ%~Ygiw!|6o!*Yz9@o)-6O@gvS(oA3ip=c^q0hCC%Tyq;9 z-oL0&vJg9^O19qKW1UjVbL+aeSFoiRdsNfvW?~YRaawkVs`XDwkg_~Vxbijis`Zy4 z(iF=mhCeO8c!uIJk2pNirX0&c8~ zS~-7IS%ZnY3Lw(OhFV_C6$&cKOExU}QMj{y2u+2m0Z8Sl%49CAsEn+Fkbu^8T?$sU z?!#P@AQQ5gDDKF%Wwp$9&WaBgx!b14%u?27O6Dj7s?>IaRno$6W4`b8?~BlCuBpdA z6@6#S`cR)%U3cRPsF&!pL)o_~w2$l7Rc*|z$!aZg+m&(C z1QC~HYMSj^#*u8h-_;!XVt!|S%!2bRC6_zEN-_$S%o3xP&N{;uTQ%FF(%i+oN;5gw z3Lb>Ti_BK5OU3?sy+gBJFI{$Poj169T!rR%qnZDhMj!q4l>AsuPT?LjYnEL z7FHpftb1Kov>)q!=^=<=2%cn-(t0Z8=%vZ|3?eIatrU^=59g8ciw$~A>E;cBLgnxt zR;Fsh1gZj&sFVO>e@hKfX*~>L`yg$tzy?E3z^tRLP5BI5VTP3?YIaTcdk zP_Ujq3^v9wZvBOoA5o!A{oA^l2h_zyeVA&>jLhXo0~AD*l%QbJ%{A{UcD&9DBI&4H zm+dJ1<$GodL#iUlq8cmb85m=XaT8(Iu1Zr?xm6Y!OcZ5qi1^{nMO|G*AQlP=N-~tD zkPLA#L5nN777h-er}9wK&}EWl=2{`3Z|O(vf(*5QIZ4qlXRWPthjQbLOKV%QN#FIO z@C@MdrWUzN{)GBjnuMd81i5M@ZMxQ5Z?9@F75CaEaDg^$m)%x=cq?g+%-m(}uxR^$ zMM`B!WgvgJEf>hGyELH>gEoUllj_()AHAvInmaQ=Gf`9ZgQCUVAb^@^sGnBzBVl?g zIw{36DfdvzcEUue%C71`@L50pUw!?1_#d~i?mU__SlWdhw#U5_O~l}2p63tbz8|9x zpRXt7&G@ML(43-|`jLk(`zE2V+-BI3^ID8ib(IkdzGEvS^DKrs+hd-t)hdQNc=-$F5va*^Qfn?R5`Z@VZ%IHd3StEVZljdk*Sc5r5tw!!!(V97)Oi54rtnQps!WDNKX9 ze>!^ZT~<_v?%8`AUv3S@`W`L@H)zY!3aOM&3vV?sSF{&*fn}|F55>rg3MuzgO*B|n zkIkd1_9>23u9hxx54o5AUF+UOW9M870g#B2>fJ%-?xeOc?#Rbnrm%qp>4YaO8(UT7A~beL?&wMay!gK$ha0| zxnxsm>ih_*lpsE7dkL_pxm8jmDl_)y3yQ)rAt$P5WY)9m8=#eBc@4n|)+sq%tm;8~ z(7NJ3^mB9uGi~F3kesjbo|{a%9Jki*NJQopMHLVxqLs)Lkpf!D|hi*=JVnIoU({)lA=a_Ds$0vY+Wgp+6#9Ec(<- zunk)zK|m>L3X2R?6<2F5IkQelQK7daqNpnE0C!!fwMX+5$6Xs-XU3IfhD7{0;h&*C zD||jOtw>!-$)pBR3PUydgiQH);4>`G!H|6;WHFQCSj)ikJzE$YLlANLI%6gAP#`S_aD8)gg!i6efbQ+@IE9Y)*|P zV1VwfaNUY*s@-J*SSzAZ6{=+nS+8fmPoOEANM~VB;V>CIjEY223Yy}gMFo%{sf@d9 zS}nAy_Iui7{o=TpcvgcB(Jt%NHIF``GC;RhD#@xU7u{{DMb$+vaI>zRD|x}*%^{Yk z6cOqI#7%quNuVM|kqD4<6*buz-XLZos!JrvB&x1F%P8tJEr^1W1StqDGn%OtbOTvj zl`CVYs2|O?)JdQ+5!`#%-p1+>%g=c1$mX)11PU%{|Hz;u4F|Xc)tXtYtkhEB9^i-l z+=gN-#_w2539m<&1QDw3ussf;ydsDX^QP<^HvP1wWq9{ycN~RPWfN@{{|1r6W z2$B&wUoWb-s(6pRGb&8o)%fJzvTKwgnOD_yZ=$WWFoqS0q6AD$sB)gq!siAtMb#UG zwqnK%lT7JU7pkeK7Ix-prA=FF;>s#%!ne7P!^Q!>X(ueK2(QQp=Dtd_TML*djgdJ8 z6@F(^nrX`F&uHoWHXOO;E97SpC>*9Jfz;=F0qRLsQg<4( zxuJ^85Xn!DUaShO^pYwF^roNiZInWVvWc}PjxOTlW|b09Q56x6W1GvVe6An5+FkG7 z1`sQ~YzVt-+t+#3L|_1H&(cf{YGyqZKMd0Fu?o9PMTOe*Ztl>&Vs`$U))IH1h$N+; zd&jFn`$$FXRF&?-y?tGOP>UtZ^*YrS3@ zt(hHK*fB4Q3pjS6>Jnk|K1{pkpWmj4Xn7YmmmQIrv9wj{mdXWGcXfAUMZ{YS?=nMb zO^I~_#U)rL?4`P!v@SkeOk*P;cO|WRw+@n;G8P?HEX2a{@T}&{&cYWChNumEJL$-fQh3MMNQxMn|qn zWF9bS=bo6`#7biB-Ta7kOkqYqR#b?W3cBXjZ?U4HjHb}myIM)129Gg%ADLO}bCP8O zlm22LH-lI~Z{o04Fi}x8F@PZifFj6IwhYFweO2x4p5htMOqiB90Qr8k>DwkV{EBHr2%qgh4F_O0^PBJ%!ieHoAM zoge4FKb{rMho~b{U$m#;(Xx}rjK31;_9@0Q_c88|d-Hl;8<+c^{X-&03i!%^rdLZk^ z|4!`emd#gwXnkXSFnLcuYfeB%^JqM?Du*@#Rg{3L1Oz7LYLc(|!~O22f`CMF7C{~R z(?6>v2u(s2?3Fm%m0efm)uJ1K5~mXVKy^#gEWx5@7^CUJKt)Dv!&xwjifUAB1BF#o zRlhyD(hb;>Ysfq(UhZXEE5KBosz=GH(kN)rR8>_=G+ng|FYzt*D*qGsBl55HRXwT| zox$WxN{OdH;mxhtO6=MtD6$|)%|KNGDMeL8#A{9WRrNF&{76<}B@uB(*VGa#Q>aK0 zBunCMjb;H8sFsSBB1CwsjCoOK@2KuOxfqH(48kmvQd4az?hq7GZia_z3oPcAh{kr4 z+cQeNOtM?iREm4^d?G#Hr_FJOaP0aZZNe4yPweYge$y|h&uUg?fni`Frk`cb0T39hWq0-ge_ii)eM z(LG5Nzv-K{|?7FoTS13=Oyv4aKiEkOz^Ksp3zfLWPgNo}o9$!nv7 zR@Ev&R5{%t%eU4P-C&|fk_2QNHpE+*Cb*(%Z4Fp$ZzRa1rgqW=X%s8JhwR=A>MLQD zhl#*vUYVEEq**E;dy^|Pg#xlfRUwtwND+81|MTVH5jJ2hL@gotHES^+{46zcE z#zw2sO^0S_Rj|Oiq!KKX-g|lFo=HZgxQn#^6Uk@ELXiUI0u=5lPAJiUo(PVcgIb=^ z$g*bIN-}i=QmdqhF&@pVPE^#6R}+Jqt7q=Lmz!%+Yo!PR&DkSlC2OkR;|5ltGKj4K zT4RosLf{hsTR^10!ABKC_nmfbUX`PxOUaCFon}UsB(-I%xl!g#RS_Xfqnw@Qlvyp% zg%XP^1gH%_N)3`GRaKH`_G!PGWq>9n6G5)nFT=|OszX%l^9hN|ey~3QRurg!ASgmp z#!S{{zf`wkQ)gD7ntw*`KtMo22q7@Np2-a{s^>1Hqu)!cZ38>SqksxS2~3E6eT3KN zw+B@S=e~J6!_65QyIzuU_+8s=PBmw#5K^!W77YSXDQu~Z)rd3{HKw2P{k*N95A#2ZBbLQ7+E_ZDcn*U z>bKjWkxa%ck&@CBT+DU8v~_I`Q-K#4YTJ9|MxZJhnlKrG7aE$mwq|q_v9_V92~CLm zG?4;D1WXh%_g<&CfS+s(g}9nl?j0rO)|&UGRS3FumtJ9}^eRQsl+KL|R1{QFRjs!M zS5?K{bGcHymh5Fc=$eWmq|oGkJx=psbY7>(O?oSPaerxtS)-Q1ELW{nZs|4j5t}+i zJr8|LPvoppOEGmf3wH97y&LSf=?t=|w$fKv#F1k744VH4G1#Eq1BzXO)Wl}uV?ljo z^=3Eq#47hwH$^0eY}90;YRs^_`OR5!m6oU;smA^&(BPkQX9{4S*hQ3SL)bV%+j;>j zs8ciovCWK%Fv~_rR4#EDx5=tnupj|i)el2-uhg5W7MVqaioLbt>pCydf1|lrW1%us z-9##DGKcGCL~Ix7pg}#$)<-_4v`{W?QGn*^qe`sx&03gMRFqPcdVAcp@wqfmYc4eN zF^*x!^oYJo64O)&B_;A{c*EzSVrt$Yu2!wJW*rh4=Z;rZDD1PDq|Is6 zaQ{(EH))V&J6COx($G|d;;vl^QK^!UD4bNUw5t?Bu<2-`nkdnL2%)8fH&LlT1;U%B znigw%DM~50m{Y#1b<@sb#3Hoxkg}V;yMnkXwmF-O#a=K=Dg`{Ho+4Y_svDcF=qb|7 zsBum}(J*rP6IT%;vT!(b_b+-O)=LPJEmERPScFH}&U^W1 zZppL@;2X72$DiNioTgF%?ChJaa+pNTVqTRK1+CQb1d;FkmaJgyd1g9X=XGXg+DA#5 z_-0!RNNsABv$fBTU98N^R75cW9_HM(BDTI9-Q;$Nq+MMyUNhO+`%XbUJ-4!p+Em+W zt`ewSYpPPzy0KQAGa1}%&^l;)q4g$_BC=Oew~NoDDWhzd?sdkT_udTLToG&QU!dx0 zkaKdXobJ(EnCga-X4#~K6iAltTT|f`TZ)uVp$Uh`0X@x(DUk?sy0=Qp+_@=I_#7TW zQD6v4HzF&^R^iS4_Jz$jOX4J)WNhL|mC>q^9SO0f-AiQ6kUgE|GA{Q7AtfeaX5tLY z6=*kY8Iq-sLhz*TqAp7Up%>@u3AI#9t5OI9`Q$FS!R~=ma?#4gO<}H9 zR=P?q>fO9G;ShHEC35bK4I6!nB~eHy1j!193bl(D7?BlAtAnC2*Cw#cU6n3@w%PZb`S5+JDLqeLWQ1NnilDklsq)3Uh^dVjwfQ|d@G$2w-s6A4JX5Ks# z_NvcpW=&$TX!SPgQAb8a!){=5F&R#Q;~*MqvPti~RqetQkJE2vlznM#mTsWd>9!+9 zQbbT-A-#2N_aJ6XL`JcQHe94C61i`7u$5*;ctYu$xEvP65+U5QiPq;uVS-Xi92-!> z!9Vl*$ohWGk9<3B5V-&*QDJ5}P@T0%6~F{aNEBtWR4`0UkOq_1#JO@WTT?@1yPyH5 zFkL2@d#80g@pjX5)fS>PZ)z5xu*AX&LS=#!gQ+T% zMA-UIz8(YWI4!2eWxmlwuQoK*S8v5$N=lf>ur}*+Yh_LupazjCT|7(j26Gl?q=DfoCJ?m}ft0Y$SdKF3481~j?Yq#?*Ia&U zi80HPC6zb_a?l&iGh?&1SFv=(aXo~j^* zo3}pNu=;)LWGiW|P9+y=p=PztG~I{E-9nm&c5YFh9IYv3XMm!rreNm9i`J7$P->&9 zVVZFBq3Q_h&kUVqySldW3WpkdR>!U_1&bw+PiIskg<@ucmKb2O@<@GUvau8}3=!Y% zih{~kn`MBx-mE&ZZZShx&BRSWbS2qQuks7l&>YG_1|2d?x0n%cpWlqIW_)szN`N-~29a(Df_&o7nFX_QFOw2B#^xHVNX zRwTnj9Xkt5h!2z2{E)()vD*RDCXGpQxzj{;p0*vsL-Z6cm}yf9Be!N*sfhZhC42AB zWBwz~m5yp&uwC4{*g_80>9sx~Oe9&r7G2~Jbx2EaRxYFY>U{^}b(6zW5mOinu9Yf& zw%3-}mAkgX43LW2alQT8^stJNeiM^w4Ass#@7jzWRabG7OA7;yo|#FMNWeCk#EMkk zKU5wPM{yS>TG8$$$1!G7J|zh*&bq*qhIXP*!AMw;DMEKMG}*GFmWD0E)Er7@^|oJP zhIVH*R8c+AXVqg5@(B3cCwYNndB&A_eC&&@xSm>twEiw-(SQrWqi$wT;Z3P0fO;>i?KbP>Kx#Z7Xj=n85Y2 z0y0X})XWHjR&tk6vvu(!ttbCuKw8jpZv-XPfJ!8c)+%a83B*N?gNQLTS((Y^FfYOS zv_`LPeWc|ow5>w-9Pt#$QiFR33~7~0Se8EeDuH|syQ)|v+^F>9rlA#DFlrZdi0;bP zFLY+xE1z0tcMiXgYs<{cT*z=;pTXKD27Rk2F(Heg>ZX-eqs!PQutI&SPwf<&S=@<3x>}HOxb{|&5+Yd{Te2B- zsPBorm+FFOd8V-NYV|W<#DeYaYJ@JzvUPlun~mPD+-sJUj&=+**QeP73d+pf3}L3{ z*?LRXMgq!D0*9$~dFjm?1&+zUoCZ}ZC}r=AWuQs{K`?7U5>R!8C{t!x!lZRSu6Q~X zqMDRk+O#*Q$f_2p8AH-ll?rL44wcE+n~^xSW;MXDwPcZ$>-^Am=f^kY z(s5t?NDAzAurlTuCsb&C0o1BBvEZbsOMzLhxva`yTG^Vv;s+^!Wa!E^+{`^H#`WRa z%_6ACP^KrkDca8=_vB3cN0b;l%x$b^-HBHnT%#xL7_&>0`q|p=H>dSty<$F@OT{En zyGxls3Pu%EfU)-+@ow(g@x($&nbKUlRQ*(-LOoH}9*3FPjL>&Srj!d?Q~(RLq_Usy z8tNDYTd`JdMuz0rXR*vwM=RaMpt?5Cq??N=#9DV4c3g;1t}00=kS^*dVMr#PRX)@| z%T=9z7rPIb;)hg<(8}wjl%ePpFWY|aIr^^Ro`;zf_*8A4kqH(+wXQ?e*WRI*=(WHp zHx+juV#o3Li*X2>m050zH^)}2n806zB>}Ry1F+JHoHqaJ`aSbE#C2da+-#eM>^j3g z(n{PK?p;bZYxQ~lJ?54g)mrtN_b&1tv3Nd{!gQet3``~ntk;%OO;VwCR4SiMuHg?_ ztBj{uOK(&W?NyK0&rn{@T8CZOvdt9hU11SF$a%#5p&A`dJAdHA+jK((lb&r5+*kO_ zU%f?N*L{a1uBMlQ6ZX-^FM~2gXHBcH=Gj}F0`3xvv^7}?>jjx-U1(M&5DdTF$6JSf zaC|IrTuQcNvRI!>-odOK|4r4b-;^p*wuSbD2g5aWaTkvp0;sP8Dz z-lQ0p-3(q)A@$*sjv-eA?lE?qKgNzDr|h|PidVIE(>`+WEYsV)9cO%BGU>JSeazkG zj}};dEJNB!e6RCYQSV)gtbqKsLae;QeZAeIYB#w8iYoie7zkbN{i%2!QM{CWl{ z5EXS3w2G)I0SX@>esXx(aa~!vT5iRwYXyv%8EIP@6J=E$^{G5#PywsT_1T~M=jJ21 z1S+PXoU(Hu?ctFg&LsuO+mLQiH*MT?Im00lih_==uDVn9Mtx@VCZi;8y^Zff%Ljm> zNDx&6(LU)&L4s=35;dgd#vb|1y&H$~Z1Yr3dVl8GrBR}Uii>Dq2wS(?XwS7)W@!W5 z;xi{AuyGIFm)637-5dgH>{BZpbhRprvXU!ZmQu;U#Tc2I8j%_G9viSJ({==_ zM9PW`g+*rQ;Y^ENT4^i*W@2jfT%rn7^(M_LkYXL`+e+HzR&tuQ|udZm_$ui7E!F?fZxA06;fy{$`?ubI074X1!H&5mCP) zubnEMd9}d3HS2_23eM;3-LqN(#3Xh||mDXB8j|Np7 zwRY7<6^qIehJ5CMDE>(#PHa(%psAUOf~g$^f<+VU*4$FdGVphDQ#9(S#4x%)n$jS` z%Gzm`($HPSv>AUqlPKyH=u{@&ZA zJ1u^49L0aHO1H0-3m}?M_q9%n9BfxUof1%1$z05(BUGCx`{QoI6(&h5;|xJG@6Fz& zb|j^xbkVlXil~pT{8tnx>Aj8CIyI{>dFJn?eU%hNef0LGb?lF`v>+7RS9uy zeg{PiqAo6#h$3Ttv&ZAs#yHT|-uw)Zlt{JD(Xpv{mY%uxjzA6V8B=R}Rfih1W3=jL zP0&FHS4GmP21j{1wwpb=zX3>GX4&tInORwxOKR1in93B1aa9V#$-}bJA|BGdwBrx? zXObwmZ1K~Zs8jITC&bd2#Tk2@Im+K|x5uTwmi*Z9tuM2t-9}%Sh41?N&wfYTq`H&E zti2pt`}=Klr?2O}UR6>sDXY|!7T0e_kS7VkB{3q?=zeD@Z06r-+2Bnugq~AqZ_2RHs|hM)S_id(Y^b)^_Wlj6W(|4C2E`Y88kdpKk%S^rJTv4`&-0S9Z77yi#^`cyrtBHkkk7 zjCR~&YrOu1H*1=6`@dwpV(*QDONS%4xHg_*+P%HAeD2rgNvzb8bDJOj80xz6^@IIVqj5F3T+~vl~!gRY`YJ=HBVkCuL&*nHM)KKJRyj-Sb}WS zgVM|YW_GLA=G=tee8`S?F1%|=7P*rZaF?4OeKfiMt=cOcOI6Ward#tN@*h#TD$dgA zt>GBNJZm5RmLbAfGjl^tsZ2?{{@ZbzR(~LIH*I|Et59;uxkp8Znwq(Z$&_5x$5RX< zBekU;`Zxq}oj>~XTOl$9X{D$t0PY@z+Le1l;L<>|ymcPW^LI@~EcizDvOaVWHvhRF z|MBmFIuD$+^aZ`^k4L}l3q`H3CVx@QrZeok^0&t2Hjue1vn-%mbZs9W*Xh@#60Rn< zgQE$$?_~3gi`=z43Tg?gUE&>Rv3+lNmv$#*t~DQgV=1=Y6Mw1OmD0W=ux@Q#b8>cm zMncD%VqDkj^8daCkq_NRUj}#aM}b?LJnnGr6+5V@Mac=aVzH?~+x3sbQRiO%r6+)b zpj;3soOYe6|H)a1JrP?rXpC{C)@{AnGW)JKe+(HbPO7j~`jD7ozEDTB5zeLGji@Qw zoAQ%?OO!IWXTn0%6soGy6r`rQ+KP|ia7)ThcKa#(Tg;I9iIs^Y(m^AuD#<1a-61x^ z6|L`NMYh{M9_PJj3a`r8n>!LBp|ScnV(vW`MO58XC97gDN!+}Ey;C9td1CTVx&LG@ z%17=ewg}tc<6ipE_KNFOpoo7`jm;X2lF7ZeDS&$wxcAy2&nB%Onp|_+j>b5ej^bIU z0yYVtKGhanl3o5kTn+Ko({)`Ux^+CO{Q{7$A~K0ujIA6Z$E|73j~!PT1W3(PSXb^A zT8p(+TRT)t_lo`5SA!KwKZ)e;kl}=umk_=e*g9L_FlJ#-G&f2uW`kBC$c2sa~9?& z`|9Rz-`@Xh$HV=X=k?nCWBZcZFMrfu`uVT)KiU4y{DG^r`44I_KVQZ|JZOFKX;>TIC_7sU@n5(fE+|cB@jRT`C z?hgc8Yt;N$A3uJ|`7dAdc=v0xeTy7x>OIF#{GS~k8&UGb{oU&H>+D;;{rbPx5q|3U zw(t3eyXNuJ{sp{Q5k1jf^EhLO7kz10s;G5SZC>g@VWrip+Wv9aACF`9yKTsPg`Tf_ zT<=~!a=+EbL(jVh3_qHF_Z%BIS&e>wTDz*cetYbe55CxE8#O{3%?b}n*;~9k6-RvFO`?%X^=RR}o?%8q5+_|uOyYBYmCg<0$9(q8Q zPV@DprhNaMHNWlA-oKPq>_6Q?6&sEHed`}x9zgETb0LJ z*W>ybndaO3F5Rzcl^hx_|f#+*!ZdZUi)>*3vBI@XPT6Jo!MUTQ60zQ*CC~=9?{=x zNVRPvM$g`}sp~)YtM~KcE%Kh@7V)LNVg5-jy%~niDrU8%ZOV`Pe|gb4`Z!$k1M{29 z5BFECUmHiy*2|j=;i1Vxvb>vlYtCWOjP!PSKU=>4Qqn-)wFXYj=dd!YPE+EamI0T{yJ~ z+L+p}wd=ZU?vrBU@Nt*3=ilhhbKv`Uyw;;FyXg-efBi1kYkqxPZ~rti-v8pO>!m|p zx7%5|(gK6qdJAv!F8mt$kltI&$DVr1*lLp#nztKAkMid^bZTyKJ7kRA7^AA4=C9ua zbT${)kdcQcdM-}?GD#POlu ze%QJBQ_uf;_)mVTxYxCgu%Y9jM+aGZYA(vuN z*}sy=!r@pE{zqz)E`u>A=#x)v3`t+aDenB0-Jbtcvu@1veDn0Yr z>bmc=Z@cC^(em-t`kQ}`_UAsbJB}|F+KV^48p5PCy_s0-e>z{++kgIJ{L{);&)-c} znga5Qe?RA|`Q!cZlM6MnP1o-c$Zxs;0Du5VL_t(Y_mSr>bvaefnEam{T>gT<8_VeS(vNc`BsC^T+h8kR95JMF14_~fB9|C z)1LE&H*NQ+K!aO8?)Aq$zc;HfU=jF;cp>BY#lMSO>Z=6W{8Q!S2fd(9PE2G<$q9y$+% zg;frS!$Uq(4_xLS{c#__qy7xn?>}_?7{^@l zw`G58T=4(;;(vN(y7w=)f2AFN^85F%o_y=`?X8Y37O{PO{L}h|`R|p#FRZO`!B$c= zADz$qR{62#b8+HG8+=rK*|zbU6Slgy?8rQO1aL7nPSFqWl_@1RzCUM2-oD83HA^_3 ze*Q7e@3$QSPkFSuKhp2(lKMc4G2b3})6*(nGA_1)rP_yN5l=t19b&0VPBp*fa^`7Evo2}A+Nur`DH8bBYZqlXb8^c{ViiKo;>F$ zGqY~fHO(4ctwPLkX!R0U&)ehtKBTGkh(d+KA9s`P&JqrDja zMsKhu`IKC}%IosHIw9;=QErdiYG=LCHBRA`$G=+pQtGijJpSzRP2~)aXRHDA|qp~h_}Z^e`O23 zz45ojx4M6cFZ$}PdjfBWSlPye`xtf+Q%8=hyP#aFaI~|zsirR=Z?Aue<{AB zsPk!a+AKWuP%YBahuNPjSf7kqRKXtrDgza7qTwFA5gtsoDv5%A?6lRq$ zAtV$K8cQgO&l@@&u6elzi zNbzZ+tr`=DM;uYl43UK_B`B#V<00tsy60#ZeY@5UqaSh~M7C8!G;_PGR?BUhD_YO* z$yX+tX4pibDf&f~Dr5mLEsHoAKg zl*C?D5_I#?DzxZPNC^>j5V;Rt*7{Ia0Q<8UXeDCMekQt?Nqa7>Ja27d>Ux?FB7ib8 za~DFinKj+NHvKS)#6J;4|3f^5KWY7DChE2gOEZ}g#h5(Ws$HB}TZU`_ev2(ltv~Se#O)#FA{HW?lP@q~_ZDTHmL|8oFSY=};_~c?UW3<2SKg zT3a@>m6n@t**T}_33yfrKQ^==S$WC_)k3HRhDh+Ue$O429|Nn2ny}Orgh@!DQec9r zEC?Y62wAR8r34}ZRVA3qFg$jH*=SXC&WTPvdp|h^K5y8@C2C20HRZUM9}VN3e;_lsjOlVv9nBsYHGetR52G_1c6++=Z=iqyOjh>AYz|W-Gb!ARq;!gq-S0#4mZ9eoyE+>(XQtojovEa(n?%KYOV9* zwGB92Op9E}GxGUd6|=tldJK^Z$jmXiS+ij>?0kI$l_u}^8ye#Ev11>tP5xQ<)<^3V z5;L+Yn3<3MFB5;K{q?Ft>S1!%F|+>PU8U*Pb^;Y;*EZHL6dz}$tTOVLVP*GXsoJ%l zQ&jEHGNV$>m43HCsEQE9*!z`*2J~TJm$j7$$!tx%F3Rtsp$Ky^lU(tc!!jFEc32}S z0?YzFjqI$d@2u<|kkV>eDk{iYLH*)KDk|%_c>=ENxzJbMmaBGA0Z@BIo#1YMgTc&@ z+_^%STwPk2_17Gb7t1K)M{%0m?$6h^Nv8j*8m-Nl965B$rN z>nTkkjc{=JUX`{L1rZblm9;j>j8Fjh0XPzsNO=jq3%sE7b;jNXLlq@ik+CCEj?uig<_PNCYn3Y4+weL| zvSvmB=4y(EvS+Nd7b2V5@pkamm$W(aZA`}Aua`y+G~a{!XXn@Wx=uz=-Tp6z*DL=B z{l3R)aqongh%$vqUQ_fB(5yk!OQJGP@Dk)b= zB#bpxgjJ|*p~_9fCRHH)POHx{;1zSGSX>o><1-@RB=!!f^*1RHcH7Ws7LrhLk{;gH zI>wyHZr()2^mB=?y!Lkjr7hsvr1u_b&yRV>o3}b_Bms&T2u{5XYhw93R*s-p)P??h} zte1xPikQsVCDicQrbVJqD0g*QZ=&QPCV;Dar2t+)Qd9^eHQc+2 zW&(xgUd1ybR#2wM7k%6qdPy z35_m4Uf<4yTUD*VR&f{iyQBxRt2S*=iG-`VtI4op%~?|RFf+@Ys%GBYnruy^sHoEP zQn{d!^Aea2>rJ__OC(x9Mz;&{7Q08%P~zpPD%GJ@p{5FTfkL39%G0ijd3;E-UOGgo z%{9WWU*5AWhGA{b@?s|eqNiH&6FZF}P@)B?t6RMd&2CK$;#*MAS(1X`ayVa$KW1#1 zvjx6B{@EHscJ)#@njMfM;!%G8CC{{b@(Ow|0LMxskmYaE=p&luu3F3INjd7O+NCA#P!|X_0uuk=ZIx1l<|URC@i)I>Y^~PkVR>Xbj8B=sy6B+C`jH7oHuGI4|Z{~_vs6>=NnwvL%9Hll( z64e{Brp;HctoBX{KvgveRZYxLZ&#jQG!?oQGhS~}UGB5kviMoYverfgq0Mx3eTZHt ztN05w;lEi=*1dlGE@Gv&fJ^E4j4Lzl%vB1ys%7??nt#Np&;D1%W_96%yi*DLQ(AgW zQnIkq=I*j?tvy7%?4njgsl+k5fy_yf-H+@nKPyko*+f*TWViTilzd{w#H$=Ks=oBs ztXR2c#bmN~bjil{R1_skg0-efHId&rwz*jr`P@s<7%GWosyr0kI-M70N$& zVpN3HXX~U8^?#06X6(&;=+BVmr4r0S%HB=Wo5=xz_}i|!@_DN-y?!D84y71am9hYc z?oY}08dgEkil*$6fn-5QEhHF~t3=fLU7Dn>M}Cu;+}icH9iNZ`mLQMsVO0D7^7JoT zjwH*r9k}G7YG#0YctqxYopVXvLAI(>_5Yv2F{)b+R`K$jyLax)h;VlRrm7;cs)5b= z0yF@asfw&MXIs6eWb4b&+N;g+rS<1c_EY46XNMcm1yO>evZ&Nnc7%o>m!+#hO@y`; zd$_IQT|Td}dB_#O>@x83iziidha zGABi3L(4&Xlc|gfl{7KHSz2l46Y`|5HfqhFLe(yo_l#9hXn6VkVbr;~n)a-$oXx6RoBONC{iqM0r>T0|r(l>o=Lg9d>Vc`@VWHuCA*4gE9NO_Rg1E9jE{Dx?L~%u-iXM?&CN+4W+^^(y0-6EZ%d? z*Yzd(r8eI*drpmeN!)u}RyP4vHj#il0fSKI0_9!B8uvB1@Ke=y|E0@&7c-=Fk?t#G z%!g*hIy+niB1vu1)YR9+lRW}03V<@AMPjUq+|+w(Xl4+xC-@m+8^i^@3rsDsmPm-U z^#~D`7FVX1w1(cWtK3VNlp=u?nKNsI|7x#~`N%k3Ol0Mtls0AC|%1^wW6?SC2E6iOjgQ7W~FHMR$JeFs$qk0=2#EwhrJ$z=%=el^ zhxNRhD#$2`GS$kIS=oC;B^9Dh9IR`NBbMCS+nh>=b_vc%9nME$jzBET^e7djZ}jHA z4?K#4ajKM3T(q((N;hNC*iAM8=cq&cS^?CCR7!C@ z{a;Xs7_{Z(>RorGM{J=9pqdzmrbFB-swUSGr4)gUs~9!AW@B|gVFr+O-&eP_jd)$h z8-4aczkj?R4U+1{Xo;<sMiN;^|ghSC%jn6Omf`jDF!jsfqqT@tD5 z>`UJNRykRP7EPkJVq+jHwxvD_4qNr~v!;X~P8S|c(n?Ir8q~^6QZurxVWsqT@2zBZ z&#!fEl0lXv45~$q#8}Re00p9r<{?f>7B_)F)+%e3f=JqNg{ePQ%@cX=QU(`ptPAvb zN9c3r&B|cKDJXSKKfS9eX3k_myTG%soh!?#KzFyUhf0^IajaeGg#ymXKt(UM=CZ*H z1lDq;ZYqwH;HRR!9P(wGVKr)t5>um^{!h)RTlt!t#cXA=VhH{aRZ7hOdF^_L?UhG} zs%Qt5DU|{ZZOI;bpD0mln{at!48=w4|L75xr1%TLUtP8*(sTSxzK$ zo*S^WriYv#j7Lesw%1|KudMsfGxR)>A{w%>%+W8DYJ9QjyW_UDH#ZiFlL>Q@}#0)4Qx9C}Luu^Esl?avh;AYc5u4>y>#>^a*O*m_vtOm96jcA_mk(QGj%sq4E)A(cg%m4`DFi@W=Mu9g()R`T) z$AXseX}SU^O1MaKi4_Hf_tKuDxmA`z?~u`HVx zbudGrrW9vbW&-Hun+QPUT5?;)@F9X)aBb>`T4YI1NZnIh_a@$KvFgm!O7WgzH6Ot_ zEF5$d?R}dG^bA`OkBw8gsT5^Ba+PQ_rJA{WsgJaox9wa}vt&Wbno1LK@rt^G;Yu%n z(o|dPm-glRDis!tVSowdv9zZ>R#`WC8@V21^~hKA9p);|UMl5ktrd=1Gi9XiRsaO0 zO{zc&#q}oKnwOwrazzuRD6&+z67*K3nTOzZSozT2UwjmjJ4%1~mwi8Ii(V4GN&l+YBSA_{wLZz(5qtoro08=FhV;@i!v<^9-T?wD?is_^z0G)>5PoVyS-|evO{=>fk9?m+Q-|t| zOqN&jti^iWHibPt?rPSdrMghQVaCAyojIHh{Z(y`@iE4C(-+|DIe(9O-}*4ouCJW$ z$){z|i;A*Z<-!<$l&0D@=*9dC>d1&0@D1o1s$}wu|{(SW$X^l!}1bT5CImV~tt`-ANUtBLx%zoo%ozGfv*MvD zR;nVcHEX>9VT!6WgXV)8BQ54``zG5o89d{F&pf`NjON+x$O7XJ7`iq`4iof6=BR zeoq8-i9&d{>dF*M$=zuM&dgOSoFY<`kCP1BZ8MegyrXjK?oA2h3PiRtFekGV>itoD zlh`Ou8{%P_7s;c={r86Ex+m6LLmTNDsAD{uY1u`44};ZXjXNr4d(fYh_NHrLPRYew zl+)}293yn(V4YWg`||Ra_5JTL=adJfOgd=>6YR{)buS&-Aat$9Jeqt#{nRGl43scX zQ&PA>>Wk|@qv+=TP3q0+!X^*Rd)}LewTc|&&TXIC?D0HZ!TiPSDZe&~G47NhnxJGd zb3LV;Zc@oAsnP=HWG2mPwLhuAcuGwZuyj;0oK^K?p@HFokH~Zqrmlg{&u^pG+b}sYt4%c|e;rD=}42+UZwd zw74NNvpo$xLRliCn8j43xip6sR#x3nkZ`6jTdB-KRH@&!1}h49xDn#xvDN46@n`CLtMF@j5l0?*VKYPyumibSXaPm`IWPggNCz`LMfX1uw+*c+`~CB=d@j2K zPrF)royB2##FH_nMsq-!gi_D1%`$Rm-zal2RllZ+J|U8%c4?-OM5$TZ?0+Bv9MBu| zR&}G?OyPbNvsLSi1-0%D?KLZ100%qRl&zIuomIh4Br1af!j@ENmI%31EmmknH&$1* znq0!(y0nU1bIoA_+Z0Ib_0sh&Hn|GRXKt0pz1q%qB%Th^LMu5`cWbZE1(Zk{vhYkH zI8`0!OElRuY<=KzbOiO3LpxC)Fo=Sx4-dT z{eH7p=3L%~+j-bm)uNi9WyvF23_R}Am3WEpN~>B;daR1jIjB9wOaL1F%m|l7bc$Qs-8Za4>}r%OmKKDh zsDfldfaPJgQuTcMRjY4*%!ZBEi^%^Y6IHGvRh5}pEAkxI&@?N!|I=#9tXcrRhkk`x zL0HcVzNk3bek4I0Foguy(nMoysJXj}m_bA2EJjR_o6A~8+e{5o!*EJ{L`B-BZsO}- zi&HkG8!ylYEQyI4LI@z0YB(L(G)(D+)@pKPRo3Se)y=%S?cG{cjoZkis0p>T%}p|w zAtZ&Q;+455o7hW6j>oBGo4ky?gH3cZEH|_gFZHTQg&aTw0@{HWZBc-$DYZ>cbrgM7{Ap{}>o_8n}A>oNR0an_A$&(o=rthVdHwrRD`oO3tkDfP8U9sY!^z2qQ3x zqM=5jSP-g;E4&dO9}lr6hB?nQVsBkrE0c;T+^iJ@CgKV*T`_lvxQI|{Db-DyTJ!x6 zr=XtybfH*kH37|nlr9?zQKKZYXz=qdztqT%A98-kS;!Tdg!DqqiWnuO8nGcvx5jOyk7=t!u_c&Ut%RtG$Px`tLld{>gCS0pL|65uE30aiF3J)Sm)$D^~i z6e`qGYHebj#XY@A*176VD+0#N^vF`6x^JTXS$8$*ZO57;R%Xt%#{KlIi&gKvU3yMq z>~bd8L>Y7!dD)xY?mzt4)eh@bHL2$a%SBIQNVu@U%-E`U&Na4)?%8W4G+7!%39{y_ zaWEuR%S7%729^s*hkV?U1kZ50D( z=Ga;wLSp5Ve!2hJ{C58~qE>!(jn?|$?Q!ypSbNm`ZxR2Wu4x_Fc0Ass-c=sJ4Cm4o z>muATe^6cnOlc`XbP?68b32u4uo796RAb*{?{967yk)Snx;H^j*h~qo5vmIU(ajP` zDOk~aRRL5kS#+OG8&S3I5jJ&ZuG)@E%rx|;3#!(P zCGw1g2}GZ19zvwF(Vf^;W{0Sd#ghymT=zP}cD0SV0AyJ$S;V(G3FW#(b1y}h&E6~T z`DoOOwN}3F5wjFYvLB)fC2VW4+Q_xeAr)nJ@Lux<_kw1c=~m$R`LXg-_YgIe-nmC? zO|RwuPnfgLrN0&Y&?4L<4JctmCx;Xm{$A6|SbeiFsdHtr>Rb3(4f; zvCaxrAFkBaj8?0HK~>)yEHjf;&-fR_bl=rW`36lDQ<#t|nTtz(ms!wMEr<{zFc4n( zc+f<;S%Hb9uzT&Bt;?uKDI+i^Bv3Mz-DgiNxIh}LH%jla3EKVho<`(gEmK$NO`Azq zY0w60#!{_vDOGu%ez+<=iY#1b>MD4Z9M_l$Kt$o)tx;;tvx~SI(1;!Ys9Bs*+krDv z?96TEFTQ??SR%O$+ZA!gM6(Wq*Itq9$jaqBsEkqn*YN&jiQ|_la zv~QLGS3s!0*P7+)MKY9Mh@X5Kd#q7hLb$RxmcGL-Yywd>D`}Au)4VNV$fBc4vZ^9W zTmLdHkE4Bd7)-;3eZF1i+ur~2oi&cuyQ{$gl0E?evLcBR6LTgikf_&vDIkHES&4Z5 zsY+h^ug0{kg3H!Rj>;nVH@CruJIZRxaJ{Zda>=0}{YJ zfMqr3Bd8IW-ne!3g*67wdWgC+N@J<2S4~-yORuS}^_bHOV0RaHP0&AoBOXvnw%~=b zul8k1?(;ta2*4VZQngSJh{$t90jQval;^TWHsg#Lk$QL99xeuXyRep2Dnn!`XC$gx zRBqeTE@3JtSt%$9il%E65pGl|n3BpB<@4jN6t@j(2sFTo>%Ja(Pckb*vOOyds;IK+ z5LHP<3eiM6LMj+2tORWMq}90A9{f;-w;ntf5uNF4On)s3;Mb zfC*Gr5z*00lwOIPU{%dR2v_sBlG*Ccm}VQ?t5>0#uApUBR#RzgyZPq(;ixP#DO!X~ z0#b;{;d{yS+U#Kzc%cbkxv8oe0Hj3}Q$);Q>vDmmBDjK;Fo;m34kH^@qcis*!Fg() zj@NobO;r`!sYMf-!g=ejN1#2@r_ETgH{GvCKluG;F#$2rV`8l++)GPZuP~z(X+S{GayP3X{w{Q?z`UQ-EYm5PX6Ro8?h0cK)0(aoxD{0Fr4_H5A9nRAihZ96a?#Ud%t z3c)f*5mD2)HHW5anUtawOWc$hB}-W@4WY#pEj>C-h5tG<5um|T!v3VHWB~#qN7X2U z>szm-BmqbXMAcp0IS^IUE`BXpb9_ps0`7YhByj25ewatJvAEW39n!L-sv%sYRSJFI zxI`?NC6ui{*SRjbdvg_LxrsNoT#9m$q!f~Tj`$Fj$`p0cPDLuolJy+?3Pq(hOA(c# zt9I3ESt~;Pd&q5x7q3Y-2|-wPuUOf$PU<@gD;~0HBiVNVBEek6GF1^_p=UaTP>mFK zGb58C7jf6;am`A+Dpb$iMo>+@2=?GdR#tU&k+!5dV^tBU1_7D55SF>-d@M}3DO@sX z(Of?;Tv!GON)*(b2v%#M^6W+{MZ8K7KsYznT1s>Es#+P8q0qiHDbpN%B@Nl_l$8~rsJWZFN_fp+V%)P`yYFr+$ubRZmQCyf%*Z(lnK-4=M4OIm zBB}ockM?%(^oP%G>F`qH@q~9+`o5tm;ae#&HLZa@o}_QF$IBC!IMQBS!-|m zR=bZ?@d?h7uf(9jX0PhQU>?n=MV-yX{1D5;%EbW1-FA_N7!PC;<`hhbvloD}tdw^6 z;l6blQR6|^e%bq7sa`}7XOOHVl!jgvE3~+oiZH66;@w0(10~wbcMTyQi=SE5yQTta zT1c^Gjk>99Ds(}WHr?I##Y(BQM%q{QG3Go!?u+YwY~H#*^o;*?chBq?tW1< z`1V+J$^TX2zpl7MxUH?}H*Ia{KUrC&Y~7_vs7=CG)^z!c*(LFjm{FazA+whE_Opqn zAfh65<1W%rJYKi)88vC8-S%>Irj@KJQIs;20BAsQ6w*k`Fv3bv(%G9hXwbCQ zisW2ixitrC&Ab&vjj$n`?sGj%&^D2(^~f2N-k^S=NF{XiL$zM&{_}DB5i@OnxRs_x zN@hi6+n)klrm9*akirr$k~N7RNl$^ei!j!D&MsF~8dO@RTa^@HQvINrCVE?FSB<5XQ~@1qU?D>E z(!|s^mMar#qRJ9Agu*>x_a=8pptagw;xIE8LWPbrOWAhGQ=v^%M4H&Fp(<(a zrckX&0UTKjjJ0dCPWOfhTa+?M|s9II7a^UNL1i6xX2vqI$MgRKs>u(>6+9ix5G8Rl7tF@LZi>sI-E=nVsDR9SU zr#CfoqBKlWn8e3;q^xastCsT^L)S?6VP8}dmSKWcgUmA*i3}DsT0MylhH9Xq(*KFR zZGBe^aO^f%Q#fY5E<)&&1lEvDJJq!62TNJ1)tVh{7c!Zd0Wu48-I`s5dxpfSemO)p zSt>$B<_yVd+D}0$!;}Zx?qXp6JjI&5Wv{)!Xy@E9+xv6-5P>!NJ+pL4); zQy63h5H4v~$ZN@6EMbC3#;h!p5E&E%l;TuRmO@N$>p*Fs=y|~aS2mr;_IituqCy2K zFwl`EStgWSsRoUD(QB9&iWhw#;rV~TC6Z=Ndsy)?+e{^r>w+~q(t}C z;BDo(jAfZJsp5xAK`qH4C{U~vQqI~WA%AYVnOH?g-Bp!c(+VY(UTG*V>#1JN%JkP; z-d9R5LY8c7qWW#+>-l=K^gXoCB2P3E*I}PMH>MUGFsK8rXp(w*n$U8}N+pHM6fPBg zv!tEqYBWz3=(JCThQTsD0Y`ONwxW?D& zFr#?n>P;hD<*>3PCu|dIRTEeuP$MLlTVjC>Ri!4)Oswr0BU(To$WjkLhTC)(zW{>3 zv*avNP23tdw~BN-TJ91#Bh0uu+9}UxFjYjIq!gtDQ}Xas`1mjxIHtL5k3XWjN*C#> zNf9%u5?uE2#r4x=qC8-1DS8!o8EunFuhk2hQVf`CbM&eaTxk#$H@0A#i(TnrTpJRC z)LJ63DYt5qm24vBj7BqpI8!=PrQn2QxfCQSK3Z*0qk)NbX((G+bm?V9RwPJIfSN?9 z?E5doTH`(A5ki92eBX}R#tNR1Rx2|$167`LslX}>>fn|lAu=T%u2!*hS~FJ`^C7iF zV@M~8ELI>PT*-o_#iC^(QzUh13M!Mbk5WZdiHPo7rq4{8%gU%C7lnjGhKjp0T*4cb zsPd5>&sHWYyNf=v%Y_U)BF94Qf{+-bl@jW9Z!#;h%ZdD&c`yG%WzRY@f3&v4Hj`u- zNvQ=&6_Cuz)>?`T=8Osn-E3)pixz7Q$ui|eu4Q?*{2YF5x>>)1pFmca*rGhxzi_w8 zte(&T9p1%u8F+tG6t{iGHjP56SR$4so2pwg3TvJ7zQ<*@ zwKNFY%s!cnk3LhHNhz|Rp-yp?)?|KMM_;Xt0)9+5^H)3jwPv~noJdu5YZ0tqS3la9 zghH+Fy<%Ag+*`NpT@tclkc2N&nz-YJLL(H&Bq^Y9F*RETj3QMcNm$aMs@i94s(A_) zTi<$rB2Ik!&)+=XTP;Ip)0v(^X?T=k6WXw47zg7bon~qIr_?)qWEHI-*|>~0pnEf% z3l;X(|)G10k>sI}`%;;Ef^z5sEJ|$yAt%XtWMX zF+O2-o{&mC60sG134fY#b75U4i#3_m%(^ggKuBTT=X!$c!m$8Rp*A;(_I>&b)9x5j z3%NbU?p?C>{qLQp-@mQArrL5zZ7aj{pMo+NaVfMg5khrFL__p5Ot^dtm0sxQ?K9Dg zT4GaNRHTRdc&;7oPu4zxTkx#<2EW)=xHKj`JF(>`VHh2e^2-;FGD_1`8JIT{U=;q? zngq3~LDiMuoS22}!Yl#WQ#ZXLP@=LGwQ0JBXcZJHUd$QU@_DZ(yrD2weU#2CwpEc> zS&b}I))J1>_ru_k&18FSle95&@kIIWQzFFMcF`8n9uzUNFx7T38rHHXl~c7iwVI^W zVu5`2$5NiJX;MtuuGkn`vdLiV|0s&EiSC!fR#ak`=p)3*GEDsI0$gTM>M$)xhGtsX zE~YevUwwA1tb0gEFR9`h-EFjQBL;|ACs5CXPUz;`LBwP-Pt@ERE(cq?{`?{RgZh*8 zifTxex(QF(E8KHsh5+W9`jJt$D_&U%=NU7Q#wt$op#-amb#Gs!nDd6J2F&>iii+A;ItQ6?=Rj|>iMMehv~D-1%oGrdBYwd&#~kP}ANN?9pM<`t%;DL_Bu z`pPgJ;kwQ=C7N~$Vii>#Mr=7%4bE1QrBoB~joR9&vX?fEdEesJ(AL`L*01ZI9!;TA zl#FI6Sy8#FORbBjnzED?$#m1DTOb&@qO8hidd244bcbj8jPZSw?Eaw2%nD7~R=y4P z$S|C=sh$}SN@=HPB7+Z=?0buT6i^~kB7{Lo#obpA1NSqSpcc(^otN8vYhC1F7T|rY zQrViQrl@pgs}ichO^r}-#dyBIDmPVVLNi^e>FxFpp!U2P9YyLyvwi!Lu9?(?6GF+< ziJl6znI`EVI(nqmWmrD9El zCDY2PzusQpAy16{j+ zO)G7q^fNLd!nUSOjZGm|g~*I4V5L7B{y_>+RSdAHszW5;o`To0+Tv%)4RZ5rI$p=? zPgBjb89?TfQo@>2Q)UUKLj2CWk;9Llc(X z_B|ph7Ai`YZfYuPgv3Qm(&!Y|mL*Rv8^%(=)>24^he99)i3LarqwE2Lh^T72_=B2~ zR1vt8By)~)Oi>faSgggSinb>u;~WCXd`K9l&v{~mD*7g6iwIa$jjW~UU}+7E2YN57 z5R|G^)tZg+<$e?Mpi1lN$4MKk=-aVAl22l>7MYbQY1kGK!gOtAzStOms%T`D6`4^Z znNPRs0(bo{MJ%9bCTTKNrq}G&m|OBgCCtpU#2(xBX1=Kub1-L7NoJ9e!SG|F@lhGM zQqjEARlZ}cH7ap2_oo`}UdhoP?x6^9LKdVd?=x@QzSIU#YRk!$e&1E(qM}hiVYllq zsy0{|qd7%iQ=dbLRNY*TPJ>wSE*Xqv&6=q|CuhaE<(Jw#+KPF%tQJ^Ow-~wW85*ehXqf}L&1?DmnZ*Ya%Oz#@-S!liOyN+`K?bjcl#HmhL zyF<>%M=V8F9WJZ2VsxyQ%gfSt&imWUE$g8&4d-)EX$)_=xi1K~)S%C@f@;Hy@GgYn zMb%0_0$u7CmESU}l2DknX3fi-{g3>o^``9_ij(I#XJ~h6g_^}oKlZ&hi=}f7=EC9o zzCY%@sxH^p#CrVvzIi_vqZ01rT2 z4$kIw+5XG#^?7X8==DIxBt=^{*YDUH;gVF)M)k*PZ9p_T%S&=8O94RA4co`#{V;Pe zz%xf7SC+*SUPtYOASwZCvJu++GGv@%oIGDDHpgV%=ew-cw81x3gZZj|@&4^ONhrl2 z(#%?kjI7IWX_9(YoiOX$!Thq)Fn<$f-?XVjtwJ)_IcIsQxD<0$#+;+9ZzOL={c`4Z ztF=2SuAg(q{N&nq_#TJ=Ys%C)B(&<7 zpRz9AdWWr9W*yikHwN!B5C6K`h3kJC^KpM6tO1VE7SHu6Uio- ztXxx}vI>K6!t*g=$~5r}y{Vrt5=|7UYOJZjVyR^YL7ouB^A>S)*Q~3W zsxc~|rmiJc$;-BRJf2fvBfLbitawCSH*_#N9iTnf;_M_zYiKQ~Fe`|8&7?n4)XuYLdrf-g;`V#|seBD>AnX-~q zC6e8>nazdDS`pDJq@Cc()X1$;U8R9cMy0k@_?Y8Q^SfDFun-kAQFGU$RcZ+eWrZY6 z)QAAo1vzt_57KpJcWb7QblK|6rBi31n)EGOi>}^Zc;kr26Kxz2H|gFpSE33Os5EzL zpdp zT8h}3TKeLg@u<9aR_`knbDY-OR2cze_Ei^GGnOY8A~h+gS}_oJlQ>#?$WE|HnTkQg zRK)kb-8owF%Zw7B;S|B=@VKXLsbv}huo4uNZlT&+LW?X4)YL>Q-BsHaW5_wOB6-f7 zQ&EupIM#X1@hSl1!~1l%&AO1{=~o#Bw2xygl_xhdwAsJn1%GdmpW*6 zT=5vP2~5LQk&>}NcXg$cEY4(1vUno=knQnC=qaZ(W#pWZKqYD#&Q%`$P=>OI*z zUS@r13TVcUd-mAYBUUG=8)A8f`OjQ-t6+P<;>mm15?<(ioGLU*_@Va`bcv zbCS>$x8L^&TUL*J4ZYmv?!qLF7w#`>QCIBB-ikcIH(~=$@vXOiQ%Bl= zeC4K;GumTb4*g4?U*-=S{`HSv?t;2RJNQfDPa`iq^=lUTVy#+BtJU0*Z@Dg%L;YlS z;B0=l1@$ct|hZB<*qcF+$hpi%L7u zp?g0usoAt)=v(```#Z5EFTTr^59Rj7|6KR;%g6U^g^S~I%Wrw28 zyHKrvo$PtP?Q!#B=^xzxz$LLu`6!)h)epI7-CfN|$>v&ou47z~0u<4(D9R|EObsy#96W|JL-SKdRsEeaxf&Xp*6i zv)$O2sCr!NvEMFYel(bzKjr?h2RGT>M0#RDZpwGfduM;mm#?4u;h~ZVn(3?SRTYYb zVurEWMPFX^Wnb!ZbUnA8YQLm&S=asF68l`M>(>_lL%V#?ns0B5K2zwDy7~+H_H+N^ z_xAQ;zfZ7#etoe~zk8HOc>i3M?N#=-QJxglHfxJ?gKXQwe5@s7?x~lb*PjocE3UqN zZ6O>VT%+oJa04~bvhC={l$i3cE8?`J!Cl4a;&1KC5!d`f&;ETCM1Ssb-{&tnd(2$( z%R@h9{qd^j-u9ACQ7g5Z%KO*)^7eb5_uG#z=Xgz@OCM=7f9*J~RhI8FzCXsNroZ|x zZIgbh{-Har?YK;zVc%Q(@jCu1+b6!od#}%(@)|3KuI;xMuXVYeZ~hL+_j;MPtyXWR z{Ervk575Uz3h9-7hGi`7f!tG4hu)F#(yGat)peJ?{r-4=&DSxudmPy=vh^~})o?##exCW+51~2g z*!wS_RV+GAMH#f$ic>MXeP;gSkC)eMHP?778L}tZh50AdbnUaXAAa2XOLNtqeZf3t)Bj~;&kECzO}`r-5ueNEom1u5>_s6lZ-ZkseYm#zp@Jw8Zacbtj=Ddz zqV{{q%gn#f{&v0ovYF|8^cCC7^<{HHKSIO5Y<6iw;~fugjF(=od%pO*f_u80Hh;am zNOGKWj5F$qE>B2Eq%+{)WOzQo60?sm+}&~5CZmsQ7mkA3j{Bgc}X z*=5sdH8N~ok&eeo)?2JE>n2ymwZ7}|+3tKB{Y!+74`w-cn`Zk%FFo2`?d4>s_Rl9uM=Jog0@WP7ancd7U5VgLC0sT*KQVucp7Izu?O+y}Hz*4)OSiSn*)9F0 z9_PZ7?5D&*{tEr3zTN$wdjIE__$iOyC*PyjqZVNI{`0zCHf)XMN}|!f{;Rzy2b>+~)ho{xhKnblPTH68AY$*e=^&@bBPk z@)vzvdHZeL>H~k$fB*ISes8Vhes9Z7}rJ09Og`;T_ZEwIX_YFZCqVmANqeh zcvt%`s#o{_eadFrS69m)|ETxBcTn_KZtF2uCKR1=iR113_UDhcw=eM{YA<_Tz6QS& z^!i%&%g=jlhVj~de?5%#Z{Pp8#JqiZd6{3!e!=BWkIZ@g(dD5s%%tUCp>NEsLMu~R za$67iT;~_XOUGu(mbn$Qyq2QM>*cszE}y(`Mtl6+a$WbgAAU9J{HXOXA0^RKU-Ifd zEa3odQ5O(NI)sQ6L*Iqh$5wfp4!Bgc2DqGap}QX6c>cPikGjKeE)Z#gENqYqI?Q)7Mhn z_+O>nKr?n%PqUFNrc271s&Kc~n%m~^P3w@gL#XlsTxwO-Xj(2>&@^r~BA%(|)83Y#YA3)wlI+rXZ`j zw(dLi7;<^E3-x2`|0aU)|901ZewNbqww)iNzi2nDPah$(oo8EYTaVNWbj2-S*{^0} zdFX`w*4W&yr9HNaBlVyR){oaSrQe7Dq@Ku|XyFw<`_H{~zm3-qyp5|pj&bi6uUG$t zHM{IcMLoLCqkKEl#yi@dU)ryY-}ZhqpXd1_&t$RoPWpAMqx6*q#BZ&Z%{3pll~a0G-SSbcn^KAe7wt{U&8wUdo*to-03J_MyusCceqlRTJ!NlImk02lTl@r(_SGIzRd&`T3krUa{Noh%pcq zC9O)cP)zW#BIns*U126OT8%*aX~(=?Ue{w}x{9|-tdSMsM5E_d#pm)t`(x<^sZ6fa zg;%?pUOX2ots$L@ImY?jbcfB7pk)5594Pk8xQdslR-!61B9_Wkq+CQ$f&!=&QguK7 zI7GKifxW8eJ5^P+#?1>Y&ds_>_DnpcfT>A}5gJ^Xti*Qo-lYXBs2TVdYM8-UX!Q)g zQc_?bS>&u(y;AjGHTpD(W%K4kiFfx+9hDsC;7HZ#D({=Nb@nD3oC*&SG|j;FF7||l z4Aezxmo&y|+su%d0}|UIeQT8%S%?E=rc=}kRs?g9XBm^pfGSl@w=7ZojaPfR5dNM4)nGJs8-wFy{W*cn>k`gp_s8yN@QqKAY7kmexoGhMeG&1Wxk(G1PU1v zQdBKVdbO?0UtSYwEE24YI`e#-<8H?j@TDRaL{_njw5{#Cg_aOl1(wuP1RTg(YOO{30?;G~wwIZ+~3@R4jx zQ>jhLj}MNyhE}{~^)#y9+VObftCadk$#TLfVz6_3KvXx15+x$7xnn=BTJw(VE9RQe zRX9(ur-_NHdqh#7DUaKkYxVu|ka5O|aFiftaEwLN*1lXLmpWra((sJdxQs9WT_`10 z7^|9UNSk2}s_oWx-`?)`ao$#Eb)_Hxhzdjnvs+pB6Ots?lfLBg|1baF|5Np2GfcLG z2DJzgjQOCeyITM&Oyrt&O&ecca&ir-yLnrQxX)4RWj8YOtaC0%B~kDUZ|&b5-K?oR z5|x-~P{%I22q~qF;v(7%ZE?P|Z*#o@t)l8oMrw3}-Oe*-YSP`4b)F|6eeY9lMHT@z z0wPOospjYB50vEM)5{}?sH~c~Zz0-D0GYMUDR3>+nqsw=_7GvDVLu8jDsWggHO0qZYZCjUkOx!=; z=b}$B3DrOL^IiwaL6H?jQrx^<_Dxs4tH50f5TZd9#Y|T>Ld+E*D)5fh)LPb0s1!45 ziLoi%QbfqTAjjT!bDk$E?GO#!44tBQiuqC)KxlERtImq~5%sywvGTy$x*T8-TVzzu zhEpw@C);Gcf1DHc;@8pqBX|~j=J8^ir&k2dd)06>qn>wT9&4C{fji|Qh*gg`AE@uz zcdxo`)p|#7BWvWWc1fNrQwWlDgF0=MK_W$dM*S!Gq56=1N|#V8iHfHZMVsoTDsWvx zyaAvqR8yrCVI{a%i!7x@-^4FI0w(p47Zs{5&B`E_tD0?)aZwmFR&5$!?F>n*vw&`D z|7NX*elUJ6AL@I{YNi@k^Q8OMnk$fxd;Y&*-{52Q|6Oo;{#Q-E|NN)-YtB=bcXPNQ zrb_OPA7x5p8t5ldk;MVLqx^Hrino@@T+ zS3l$x=N`wr?Xzm1X!x3sJ=(|=(C50KUm;@(Db-TAQ0WpB0w9!bGgnlAQc3bDeUo7A zQmRy!5LrYdHOd2@@-UkPrK;*SX^9k>TM8K_P}gbzq;g4Qafyn#nxQBPp}U#cmrHTX zoR#o05w5k)$3rhK>Qh>#S*q%#b4${#dbI&}Ggoh+Ry1$AA8$|Pq}Fa?ZlNZkm+%ic ze`?Sps`<1;Td>cNk$fa?QA1^+iFq^i#>};yY>#yY;l+OnyrJ z$4|l&J9UEsSi;efD!Xlq1>RT+5kP3_CX7)ygQs-Ak2^<}ZQ_&?6qsOuC1NV7YKk<{2nSM`8l~KQ zTd@}6ZuIVw&@^dgaf2YuW;;T)aUM*w+C&UVVM>*ukj!At$1X zEo`Q;?YnOVD*7mmZAwub7E1plCgAhHG3ResI{~Dea%aW5G)TW z=q{pIg0oR@3TQPvyHQj-v>$z^{H*#ghxuZSTuq|!_@s70ivnu7ln5lxDGB#dtZ^E% zR-xb>Qah_HnWro>k;a*^A~vdsKutsb7cSDN*64la1ht)HQ+#O*+He z#%uOynktth$lqPk*d`xUtII|R;@N{qcHhSf>P&l|+dcb09d<7{Yt`ZVr5um*mgC$w zJtEiX@u^!CC#tlO(4?3($%nF%fdmU`;?_6w^A0t0HuM$nm0+va@>P)XO6e7)sAx&w!E;)dzA+l12@Wwh&LMg8o zMrkdzWlz5@RJ=XT4Q1||szV!HiVx^sSy3R-tf{wWu)IL-uQ`iJIK^{o*u0GTus3kC zTh;y3`n_FO9`oef@1~(1)?n4vv@v8Z8$JJB5`Z=J=6jsC%xI#clxpnmY+NBvb9wns zpJECo#Rw^+Xc3W@KM9uzo6*Z`b}Mz!0e4N4UAgkZD?N?5$R4(1c_L?uC**qaCIV)(EYVMO0HUBloB{V>J60@m8{zQMeT52`e{r zXgAm9TdN;J&$X>|mDc;&`NM0R%f$QK=2UL`A>~1rePpZDA2F}CZm8q*4yJt2Ie&vc30UJT1k3uz3*Q=FlB_Ct$O z)+ih@7sK4zYr&(+0Wonmc%$`Fy4>*ulSqT6AdJ<`vsbQ+HLwJxB37m};N!pRk)oTx zvvi@-N=RvGO`8eNwbrzPJQnNZcC1 ztZLAU_t#!OXHtZzxYuctJX#ekx&?HtjEES_PYW^Z&YX{P)7H0LOESt-)opVkOL9~N zNYzvp5i3Kbi8VtLF@qF?g|*h8rBrJM7eSi4`!2JI9;lWiRNK)^O$ypd%|%2@tD?A| zDb{MfBB+DzUwXTCEK|u^k8 z{`iI_>Yvx}KlDtXia`{-*+$z{Jhq#<8>yLEXrcmURtHp6RZ}{EQl*-SRW=vT)JV8= zH6;qdffn<=H``>4H8Lx0Wvxb73OERbmLe3@6%iZaL5(sje6Hm#Z{FWzTFGt6C%E+K z=+mKghQ!CmZ`wY;T&~R#k*32p-R4m%il?QNEb{}_#tB)5bhnqbU-DnC87vOvr!tzj z8LCyZ440xsd&xA&Lx`f4if$&^#)K(Q-{)gxT{Hn*4~DlrHP}_fOx$U@R42p*Mr+Jg zVFim+mWJ1m$|}t@)XZJTl@ZauZ7o`z`FP|*HoUfNEByqUXfy9ofzP^`MB`Y-3W znuT57gCDZBk|r^&q!KgFl73v=H8BSam3GQU>7#kmgGaqX%I3u;r2>7UYc2|_flDrK zTwwu(mp6`l)covt>3H#M3@q5>76Ph&0-~gbiU0+)vJEt?1!uFUP~@Rv(0kbT_+_8> zx|1vDrTdab@s%w^$$(Wurm1;q3$Yg8Zm+H?_Vc?a*9*t|>_0x>k2e2{`5o;)u$tNh z{mlFF{5SVAbeS}?E76wvGW4JDqs7)EqgFJomZgf@dCoc!;mus#y-^ktZxy#r(cA{x zjPjw5*ZDDQvvx^cC8gqc#?-CHHgly_G=Pd#2pFvS6&WN!H_~Ed0e}XEb%R@`=Fo(C zs?8iN+)K1i<8+p&Bt@U>97DB~C z;z6hCbYE#JnZ+l)vi5~XjnZi-cNZ-Y$R;h0!aYiuFRZ`19;W}B$&b{AGu9}lLM58a z&GOP;#t3R{Q?nA4}2hHW#}t#DVrXx{)K zQaz4seQ2mcn&^7I)J!`?9>t|OSzWQUp3PRqqo!i@<*uz`tB?`J)yuBk{<+S(sPERH zx)vWJdiU0vBx0RY$M8aT!7}&y%pdm@t?lc2`DQSFq{q8Ub$}VcNJARM$VgeW6ap`9%8s=`G~>zfsq!aFG^JHj zua&p_6phL%mWoR`AP^GN7-E8&Ge5%aDFVOHUS*cMW`2zIjt5ZQYisj5>>orF0BflR zS7{0{%#cM%2q6IxD$!xoks2Zf+Zt4nAtS2XmaCG8Dk-THW@=gKMP(IPv!s=CA!bGD z<=-GM(N+!1Y%WW5X+Gs-g%wpzRaMHKmCLMTO_iaN6s3bq02Yh_L?gAth=rO>s=YAN zGnt=~&CuL;xHp-Rg%T-p%{5|$fgU}C>tteyly0W3g^H6degG+w0%J_6GDo#OT^0~o z&~P}iDww3Xm8pnOjG(HDNj8 zL5ev|;V@yPd#Z%waT|~de>#3sF}p_Nqi(NOV|5fGB?nhm!0(lmPtZ0s)CoHb+Hp#bcGn|aH#f;f*L1ED@qhdDPx%|AsNavQ7uSO zG(*m4ST|?M1Wm--u}d$GtZRQiYsJxSx%p}N^n&k*cK^?>kfHtu^__T-Nm;N*&HuA& zww=((oX?MP+nP5Ksmfwjlt4u+GgUH8Af|fL)+nCIsv@huxYA70En&9q$Qq;2a0jMqizB-S7t`7Dj=tbSFy5K8Y~Z6RD6tz)mm$j zs?tkpy{ehz%(F^QjSxdzt8bfRlAq>jSKCzY6yMfAOunD|G2?@^j=oD*O0=mafR(zM zVh)=l#>r<7oAgK+Qe#QM>Ufcdx1t7Jp+yVL&`ce|mRut)dXzPjPeg)jTa{fKXE0ea z0kO>+^qQ_4bib+>x+&bua@uKj6G$dfk;ca88ntdSbs26hFBxq;pLvxjy@K|L4OFMT z8Fz~%eBivHmhMCF!=Ob-YMdKwt;&(}w)NgsATHL+o-XK~Bi9%viWH9Ps;lMC-~|<8 z4-gvZh`zI!IkM!|w)?hANv;Q18uhRZVqQ?v?_aCk65Hf|DoDykBbwBwt9-@%ZmTLG zQDRsjTD#bOgUT9M9~pD56zR83EEXav7ZK1RDsp6%4bjaZ3ssd+6wJg>1~DuZ$QIdI z)moUQah9ueOOfnCF)1QrJT$70-D0A*_mq_ChAr#+%w_OHb}#`%%wS1g^NN~-_7-n{ z>n|_;$9J5637yue*$evr41StSx6SX~_AI~VDwoYwlU(UZvrnE9x6gd8bP>tQU{yj( z>#MgdvvQXA1Hg(&R_;E>!1Kc*ta=HfX6o3{T~bp5LX=24(kZDkTj{pzVdzKZrm|J{ z9vkf4{i(<;k0xy~QBUtbkLv+6)V}CI>%DKi5ra&V=uJadYK7bC-SfSR?Z@U*=ku)k zFu%-3u!(Or<(ljH91*bn_IBKVWf#}BU5vGeqNpof5nX*2koiH35}(y0_YGd6%abxy zD=T#ofp&^^c`ywqr#vfI^OvEi> zMV091B6;z+i}{KNTy@`a-hJCQH3dz~G^B)B6(=!#Rr7y5=eF|Ke%$=_x6I!<-f#UM zkEf`pxQQ?`SuU}yGxwLfi5LZy*4eiu>ya%s+;`a=G3NC?&MC_j`|ckirudXjtEix5 zwlmRE+D4P5aDj_UNAyaxX5Bzh;3rlm>os>%sxUg zr`--;0#t0o(iYaea&Y^K?T^wcNaw4{ArfUz4WN9bGF4%XO(Y=1v0rss5q5 znfxuD-(;jNNqCy{fCQw^u~Cns%ogkl4a7;>)~G`(T4h(IpddjP+1d>=az#=a%f(?O z2CF=^Svo?5Yzng!d(Md^q)@%ON{>pdg}Q_nIo3=CPzF+@nhBj%RaJo~DJnuSnEd#S zF?F4qbX8LeLu)M`wvm>dQB&y(WMzhxR!K%Czk>>iwl&Y>w5d-5%0nl`esCq`mw7ZB zxM4SYnTkZ}TK1UP)m*$c6=hatjPgtHmqllV)+eYhS>-Ct`S^wPNQ~k$i^3PfS0(p6 zlPJYBh02f$P>XZ5wG5(7MMT#^mI^HZMX9kh0XcKBKDk$(TCH<)uE@2bii(J>V}-v{ zOs_PcSbCrSzLq)6jEuDsz}Am#+a5CtvKA%7Kv9DbJLtbqCEC2va-~G|Ysnsr(^1w; z%%g0Kh$SlWa(7;_0s$#&(!1CO`1-zbMsZO;1#qCank%ewN~L5eL_EtROdkkyt(Uue zIhd6nADz;mswh;r*Zv~fY=5ll2N+VQjG3TiH9+Ad02V~4Du>k$_NZbN1-%)Mjg~2? zSP(9&RcliPXxacHkp#p(XX|C9%7}`nQq^U-^bLo{s0ztZ1`$c@vt0FXNj8Y8DN0FS zs%lFCQ51-k}|ZB$vx_+vh+bqt;vnGnmuV)Y=Pc6z0s!v4qPNnTc6S zHK%Pt(;`-7xp>>n1-5A3=`JFQP{}Ryqqm13#gEjsuwe5L(?QpQNJ5k1q##^SKWRM~ zPpwdyqAY`;Mf_ec<%_cir^<70%UeDHC97nyKI86&5>4k%YWGrF9v#auh@oQV(M-W9 zF0!eDa5fcRb&9G2B@j2Q5~5QPTfk_uDv*mclNRd7_RobNE~~RMk&(hOzSx&%jjUCf z)x(+?k$GwxLMeejl0}NZRDIM2gcySv5jCAPHRrWeD{Jm<5ED^MMn#nDm6B=-h=$52 zmZo*b%v71KT}{nvt(cKq=`yrjOICDM^tg7xcD|4Gp3U~%&|S>bcC>r0URyH0b6v5* z(|n1^C=*pkcWRfCSR<~BYc@ABD{4XoT}4%P)qY!nv?b+PBJ8p(hsFBti0%dxr5!?T z^Me!>Xr^E}g(d=}taP*(zfNUHSM4oIAdV=ZSQoYofk3>9R8=Z^q((Lrsz@&9a$&b; zyRlTNyY~L+H=_Z4^FK0`*2{ECOwvm%r9f~)Zh~(KWObO7JzAz|xR)qm$Q;R*t(Dqb z`5~3D65LE%)WZ&`fXb{@5o;K-?tfT}L$+;GxUH%gDst<2 zy+a?}_}2ZNOa6-DTF_itgOU!h+5}S}6{QMLn5sghM@p&K0(#%?H@`-j@ETcv z?e5S==BvVB4Ht13bk|ef)oM$u!yRj5K*TUtVF$OWvt|!fTXGz6;uhF-+n_o>qsrG zsVz;7D<0Faj2}6mW@boHZ6um~%H<+g(DQSUy2hM_=1IlXZi5shdeyDh_c0d5o2aj~ zn%djGKO(mJVfMx_rq2 z%;)pD6D~U1&y*L%aD}yB3MFgBvwJ;v3rI!HwYth~f*7k$_yt@c1t{IpvY?=KWw>Nu z5hIX_VxiyvAq>V~g$h)WS(%igRVk9Wgabm+(1z{X>{lT&fGR|=_ubud7nrE4*1}jh zA{U~h`tkMy+pgac8GQK_J?v`E`i1^~#C+lV*XjSQ`l$MAiN5z(HfKI;)NQdb)mO8z zHM=w!QdOHat(m!IT&aQ-mh^L;CR}z3q?tS8MR!PKz0k@^03v~O} zq&7p>BDf4o)Xd_n#Y#<@PzQ8|h$ISc{p%_EUfJYv*lF+;$FI+ecNKvO2`R-VnRn4E z&4rM4RjrZ&w!Sz0as0yTDrGNNPH%N!nmisEty|yv2#i=MX0402YkXLgs`Yl0wwG?T zbcXu)UP%J-S+-PB6L;Zdu?8bhQfANvxNskhvQniJiY!a%k?oqIJ}1*xoI`gNkpvYg z!cXB0Og{;=BvnxEf9gfWAeyYt_I_RyP#TyaliD0^VxPPmb8#hVMbw|Qw_$|Gu1!YM zWd`G{%-L(pIf>z$V)w;9!vTHCS4fqnbcHQ)7N&|cIS2~NA*Pa~7&Mrelue zjIQ(8w%@MGtVph)fTkr#MWW=>n)WFd7KMpf>iaviq4#wJMW(TII!`x&s;Y`ei?C!^ ztj-L-Evu!}6kF1hXjokZUM4BZL?gAdl!ecv*bQA3@Xs5>%394+wK=}19L^J-+MZi0 z3oY~|3Q@|WXjUoJq9H_F1kS3W(ppq4tcs;EJVPlnWtD5c@%k=6e*U&qjfE_w@f34Z zGcBS>5N7NxLrPT2mHXaGY%UMp+$WluWPL^eYVNwlr#K*T1KdQ=Y-?tm)02Gy_%bQbBkp>@!bJwh}E-m1eFH2+6Ee3D@pM zXz^ljl$Lkhx&af#5?MW&qP1prH*XLrBoW2yvqfr_+rC+9+cY9s#%c)^Cxp#?>&KXj zFmnTnz7zqIX219Z&h-)JQSPQ$t~MH?V$tK3bx>8DqV!-tw?H> zF}kq~sGw?zRD8yWR230GAilF?!|$4rAfa%DHQ(=jJ8&fhgARWqML68u`6_w=8cS5H z3Iv;XGgzcb$}z7t<_2N(=(ORB-z2T3dWo!)2XdX zQLTxDN>~;|o1&;o45EkR|EThnZ&(K|X$|}FK6z$!>6S}|qC+aw-J`t8Lvm?U6a6eZ z+P;I=4@R|-qE~-itmYrqmU~GSN!!}cJb%2usN8Nl*UA;<-%^j1m?;t&lUdu_6^w|P z0h0w74x%CKF%7ZeDK$-8^^kH|9YsW{d=@@G5su7E=qBo{F;Rq4y_T-2{vJpbIkHKK zsL&Y(vG&U)ll{Kw-9~W6$`#89*VF{FCS_KH66>A%JcX#nz zYt_;+Z7NOQuTS?W90K{gC?FHwdO-;bKuAL=QxKT(={|`HTWPU~AnMEqQ+nj5$-Yvv zDB!ssg44u2eQ{l}m`- zH{V*Jwe*2MV$FpQ+M_1~>!BB}+1jS2xz?QT#91);yzXSlER9l1InyLJm$*b6)+k<| zDM6(IBYw<03Dc&uNh9T|iky1vT4?Jkq*PUrZIgLkEO&C5)67&Fe9QXb6{4k`Ws71g z!%XJvYw{YIy3}HVB_gW#SnnHVR?VdphZ%C@`JCIHj&d~(c5*J(I9h2%%av=VC7mXxrgp`xVp%SN@-~04DQ-o+&i05 zT9%Eq<#y`{TWCq8NRcF1aYY=iCS{w1ifrDYTfbF3e_T<#?=NEQF~2`^O50Ia)Dn~M z0!Ww4bS0xBt~$?%xz*A1wWZ}_T$x-+bKN(g)L9_5cKdewABX?n*2ir;|L0treB_b9rjqyOp%>LPvhd zcuD5kPre+O( zdR1hqxDlvDi<@XLJ}93DMW#4=9|bqqgG|E06v%82~^VxZoc?h(X zU}&m{ijOXT*F9F&TC>*GR(A2;4?k2yD#@8lD$tA&r0(>fuyiqNMhS(fwEx*W#D5w3 zCFq%BtsgSKSvXo-)~1?>xb_aU6{~kc3Q;o>h)ik`-1eU(Or}(v!sUY2n)!a^LPi0( zhzUnGl~Vbrk1vzQumR*vqnXWRKc4>O)gC5F-BGMDbzO>O+Qqx% zdb-|MxJDjqoU4+eYAr?1HO3;^uDjdT^ZbFL7gb#YEdDR|t%;>cm&W=Ow|EoZxGH%S zN_a04^`TM9mM!a?@m>^qp+{Oq%rN_fYvM6N|HF=sYh(fYZlGjZC20s-AWK}dTw#e= zswxI${@LXi466bw5*ZRvd&|w#g;{`sTA5j}ZZM>;QQB-*fALC1WiIkrOGZAI3Holj zi+j2jSG`NgCp`kfUMo=5T0<>XWG)kfC_h)7Jo#Bbfvf$v9TCyi=kbNrAX0k) z+CySBtIyX9EWm>8^D3@HEi;?NXhN-hJf)f_X5 zS{WmrE+NK+#nWWXw#Ft>sv~jrU0+`B4^ac9O2thp^ znX55Xp*qu7^^E6-dvj}%SRsf_{1w%TqjF`GikVqL8HkYf65gaYm$XoES2x{yuR7f# z5F=C3)SE*#>%$)rZvu09S3i-P=A9LNLZpSnWC$VxF>~|&`1?P{`@iGk_k*#CUG%}% z)Y5HHnt-UR^C9XY7GNJ=sl%)QM5);;+BRbza?YG1v!HHJ5%4 zrtWiIqP1_m+#)RXZr+>yR#iQ-Dih1Nc{W?VV7|X?{?{>oL_SqgLOVB8Um~7<#ObhzI4?KWoiR=FnASuis*htNc% z(3gPP+!m0TU>6bZd#m52D2S`-;RCLX>a(Vb!46Sbi}R`Pr=G3n?YTXmJ>V=?Hf5K3 zu9S>fb6Blr1Y>EzbSfnjTFhh>2&EY|kv49#Qi~2c#38OAq`DnT4#gMkKU3d1zDsSJ z?o&k7Dxu;mf@!*$Np3&ms9fI$!;*2u^|rb9vj3PU+G;MWAVD^jUF;@ani6AHPLa>H zp2v1oYtAnU+bp*H9rK}CsgI-vk=#qSwbk;^Ib~90QlmNV-Sy^=4_R?61#PL9w~HdA zCmRJhQRP&WWr;zWm3F@8-2x6su{cW?WT{lho`nt9-iloksnSusaGgZi=GwWqxU$Ev zaQ;2%oDq0eEAb`BP$@IWtLp|veJ-qYZT;t$`Rgg9i)zP3*W66C;d-CeZmoo5gw{~c z-6#!@$k^549Z^7i>LoN5EoevfJF2way-uBvUH67rF6kPY!O|t$obQDt4Yv92DOX(I zEb>)fHh{2HrZq?tP3=X;*C)g(YF1v>4plHD9udc0?G5;_-8VTF_8-%&f8C{*tU)X; zi0gJV0aNg?v^8y(s_V0k#N`PqF%#9+d#k{tq`lVu^IcYxhU$&#HDiwc%rBwzoK+;s z2|?t_n2ItMVkLuXa$T7VXe@beH*ccWIHJ@cz%EoVZzd$IXcDNb=g|B1XOcXJM!5FU zJR8XbXrc+3i%NC+;^|lh6Drby-J~_&Q+`(iB#M_n$~O92Vb}PcX{N1htI|bZw4rPk z7;A0PHhQHPM9}(ihutcFTMKpD+NouD%#DvgN%WQ73mYA415vu}LKq8(M2Jt15%U#qo?xnB}FxuVPYF=gyv|z35!n??2NF$Y>Rr*i37>}HhquAgSDh;7zm+jlfIuUZq-pbDt zAHm-AiwI|wxc{$QqO!^b-5Zw5^TN#Sb>5C-uJw^LE)%d8JaoG~T!4`g-|C z*pN(>zK*?eS!Ta|*XNsrHu-&nBM&7Ct&_cOUVl-3@1EwdbX$7B|Hl+BxL_A)7vk9< zw?1QSphq@ZvkqO0QVP+$4mn*uf5y)Po$#EEHdlF5k!EqZ<}MYOkvCI^NifL*#35^? zl{U6b2rR+cR2oy(iu!p|cJj)i2t`$0no8RQL5tGG997IrQOIWIB8nJlvUxkeNSs|8 zfGn(4WLcSMZ*FlsLOGQz0nN0eN+CFETvyX;nWazwrMhjyt`z{$w*35qBtps_e^lGh zJA7zOE?>dr-}dKU*)i>^_-L}4o0zQLxf4ZHXid#j6&4Fw?H|%3VgRBbpez|94xNw+ zj=^u!&XnJ6Os+fb%{C{IKNduqcw>iX;9VtIYt0pLErc`$?AYI+BnvYHH1CKb>QMX+ zLTHOy>7jkc##!?mADeb-yhIjC%-H4H=uAagQ9%Os)D3XB(Lpc^EUR)aP?YX! z2T0)Ig97*dtaFxPeJavfXuNFM{AbVej*E|PvcyxC2>VN{r%N{psa{J;1nTHJ9VLtM zAkt((gjABd>}O?u%0|gtEURqhhB1R7j!qg>KKnpButtEY*iw4hoLpu3B&)IHC}J%W zb+=e~@l#Y^BH0aQQzh%b?L+>R3|7$Gycc6}DQa%p=*X?SrfYaHmt(m23sr#$oiG=d zLY0Knv$%j&)5Ups|F5l8~0Eu^3AN z7UqXvDwQ=@tBR2y&q6tFh32d48wajQE>nF4w|!f(o)se~q*0s!PrcsXjhAi>StFja z#3PQbdal-YxP(Bo1ZicO(YC1Nnd)2Y&NcT4kB`Tm^yVp<%vl+;YG!jAzx;FLY1e-o zwbYdC7hj1U?ceskHA-Cnx@@k`&qU-*UI_-t*TTNkupJY#F}fp z_+P0f1*%W@qF*T&fI2*$lNHuLv?~F-@B3GdfAfhuw3M?1NnDkWOTYH5zZ}QU>rrw2 zhY+?PR3XF#DP|^;1_8^+i)??kazs+3O0UH)OC-p9@P>Vhc(^7j_jd7RzJl^AU3` z(_&KLuH74o%&cn;yDGVa6^tNNTy<;xMdCxsGvb5mgV(;_wknSK^b*mRsy32yaz?C(nNOT}fw;z45T&o#dEvuOx zk2$ZqdCEQH7xUND-`9A0JZ0?YR23lwK;ci)SLrBw0y*NLS9Cld{8b@Bt=-6 zwbpuhl^&}~`rhte&ksCj{B(P3S;3{T=87h5>o=+~r2hD(-r;)~SyefOrIme-p;Puh zN&Kr6{Y&5fw|o4a5iz0ahZ<5}$9g;Ye9bChGqgUl&Uq@?w-#fqxFD*G<`6+;BW~Z0{`D0xCM!NJ-xtl_RH# z*)GZwmLe5GiY7~#Lu+#}gNlJ7fyk;b-Mw{bt>%?0IF}mJ>-P4O>FP)k2?`@usiM;_ zIE*4;8J}E}ruy>z@#Cf4TsD=t*1GCQ{j2CNk^hfOm~Fiar-Z&#W8yd2v?3klAd?w$ z(2v_Kw||-+e~_EMyxx1geTc>1+Wq_Tf)ucs#OFnb z1xZnolGLoN{ZwlRyGdISi6x#@cH3JaMVt4%=-ak6k;lik-fvD*X*5rOk+N3JaQsW) zqqZNAt7YEt*025gF7xM;_G0!^x9axI>U)V2+~hD=j6}1pcT?wjV4y3l`(t9B*QV;3 zaz0vgs5EWRUYyN@X-sq5Heg3hi6!eHGr_kucHw z@E#T_JJ?kY))F32r-F!zAWW4_zI^eQ$NJUe*}O8hosIjRGPR^cN)4_UTvJB=v)6wz z^w58>y?^BYFKu{Fi#sEvq&ouZswbO@Cs;(8BwV;jUQ*fUw{JiA7V^q2N@kBzzg&i& z`LVyf*>RX#$w^MBVRg3lD%Dg(EJYR#&A*!cZT4>%xW+8NMU9ZikF|c@?vfNv8HGu9 ztNj+Q`yN02)=L=Mx7AqR@60*wA5Z%!?8pDz>boDmmAnXk-kLeMJs`Mg?#zV#m|P#> zC)+K?)UoR5x)r&E(X4&hF&~v*)_RkYc05%-uvYTLu+D=I4H;*-yl?9$e4SSuTblRV zAv5RWof6fmHrVI*-BzX&G!Yauz=XRr(I8Z-2`mSLMLW#%QR9i<&=6A7u}Zp=YwDM@)Pnnx^&2?@!Zxko}Ipt zF4?@y3&>Tge51<>CE1~$53M=E>UGtRr+j%IC^lHD2&vH^os#-@h>C)OtXj#02>HrRQ&kfjsMJD5c|qsZmgwFu*i~UbZL8dt z_5c8Y07*naRI*Is{kE0dJHZb`I6Y)%>vNt$5vr9MT$Ey68$#tz)UP~6O2r_ZWP^`C zQ;yb!MV_W*24v*Kq<&6Cn?o~MZ(<)&0-;*c!>-Fmskt_{L)pe;U9~B^W#p6AC|Xoy zlXT18!*Bh|hyJ%u*D@61YNc8N#n`sXSG2kZnzF$%G%qzj$jn-?sFvcEQf0hZ=FEth zvaOKMz^v5=ZKhex$cJGRQzWF4FIL(7<=2ijlm-v=KL^YA@PrmV=tet)g` zn>B?g>Y;d=Tq+}{BnEE%%F>ZP%XX}Vb!{(V{ui~~RU9-zg0ez`ao4h7o-#+9w&lyl zSC{*>{a=@DGiD@VH<3+IJL1t+Im(W(mykoufw1{*_^{fyx~ujfBRE>NV;*B$9_%x- z^1bC~CMmaPYDXR!`P|Djj>Y5E{L8oT(Z8r~v=wrOW-1pZeV!TV$Fe@kobE}_YqNMp zfQRsF!`Cfb&#ToC$u0cs{_W^#{WZ7!f{M!RCbyLN?TGhX+Li6e0Uy@*VRcEMK@8Uz z3())hYHIKQeynF#CEF~lrg>Q0+s*DOmO9H;X$6(MslBCs#mk=ErUm;Y+eN*^^6As1 zZA*4-ecw`}a%_eZH-OI4NH1~i+79Z*lQNc%%dg=xdXy8M(I0fENeD+pDz&!$^mUKF zubd~okM=PTl65zF{upg$bMD*a_Joz*I$nI!1+m{3NK)m1Ab=zcbuG+HtBPAXB#XlaR+z#6hn5|3KFsrKk_R@Rb zJX?!x{-D+!^}4mceC#~G-p;ohdE6iU%jKqX`A1zZd);(FGqDvr!-%$=8x*lOu`&D_~vKKyv}x0jy|@jxJ6Bu%p-%%RzVg46VqJ9``ttaGyRO&cr?UNd{!etP?R9WpdDQGVZLWR=u>J34 z-^cZjRe!Bxvd7}jwZ5G`r$b}EzrVDzpRIm-IW64x+xPe}xAdR>am8PF>7MVQx1QO@ z<#o~Xs-)!ofX%;Wly;;nHIIRtcO8$p{;SC@s~p#Htil;%_B`HwPrHxW&-B%WFDv}F zZ2xi1*6v*-V`UdtnREWA%*+=%{yKS=3Ym}f3=MCQkNpljeEcqtZxWK;KXyG|WE=0V zFX{(o&7^JZrAv!3zU$-O`hCI2d2Ce6b*>xVg7f1!Ssk$bwJluO5IwiYfBydZzjKx7#0kzoP1ta9tK-J$Rjc;#hqjcat{G=QF?U zf5ZFt|M7B_oueJ6qn?kC^ZA|EZ`<{6Z@4z}5j%R8{PH~DQoE^4KW5$}|b?x$6>)gtEK{oZDkN>SRt?KnPk{`N0^`|aP}&h6T7KlWt{ z_HhBfHuvn5Lg^yv5a)hw;&2P?GHPbfeTP^>N^?oZX`QK97mCva6j;F^5YqZ03+aB>TSM;IV z)9i^Ec^PHKf&L;*mqd8VO}+Q-PxK2Jj_xn5ZkihHI*&8sj)DbkRXqaGY<$O$_x0s$ zecfA{%Bq$$mnCt%ydI1 z%{%%}ZhJ#~w2#>O;o0Zp43k^KZ5xl<__r@DO}0zNr9a$`yZxVpe#XD@_^){RvLKeq zGvYC!Tcwph-ha+{oPNC@XGrt8bLfwD{S(8G>(KSa+^=gpFMA*N@kJ0Y5p)}q>yMCe zs>%Lee|jBl{=1wi>t1V`zK`|m^X==#H!Q0Ndbz4*AhXlo$X9Fw&dzrLSuo!^?@uSKog zlOAaOjr*$uv|Klbx4e_h+x=kNQs^N33~eDGgZdu~b@-&X#J zyPSIuw1#c+;qlncb3fNkgZbrn*J1mq3e>ZoKX78$>-ge~@6NP_z5Vf0S@ZQ0gg-ZVPA^;V_qkS+|8neKLw-GvU#z`u zc6dt8;T?MDM|^bo^-=bye-Zvy%hy^V5J&s(TH8G~gM8e7?q4hZZPhza!z*MMVSJ<9 zqG#+U8oxaHoX?1K+s(Fwq-AOxWBK*rac(+XW>zk4urFQ@#Pcw7=rw{-2l1MjZs&8_ z(qqU^asQHEaTz?T{eCz2sx0Q=YtyL9uwFAJ#t&b!6ADcc8l~S=ik|GK)EI43zU?13 zO+&VW{jS@-9oB5fIPDxIvtRV*1zl_Z>zV(;h)P6W;p@Agz?BZPnSz=dkE4BE*}i|*dH(vf!E~MjCF;$*_wBYK z{q`kR=9rDxz*f`qdFb2+R^P7srk;JBGV$EEZ$C>HjoUuEQ51r-ELq;-R^z>`Z?~QM z#&zk+n|$rhuPV|mOZ4kytG$d*>Kr%S#&3PBEwDtdP1$i9>o0%IbpR}*HruA!slmo= zr>+gKtD@icejF@zzc+o!>sNoZdW*#$I3KsPyWgbTqRxZ!C)K{%`M%G|?(^7n_REvNN`+V6<^|N-+zC;V%x>?yXMDQ&)IDK^{)UThbeM60!#kVIc#Kt?wV}qxLP2J__b+DzWpq&Rg%IEiy8Z^+`zz)7;Sw zN)~iT{a}7DLMuvrH*2J@e&n+Rixah4h+DsnJu;=fA90w_;Af2{r7D0?x6dkrRG72I zoNJNQ9o`hewZ>Y{?WRzfbJD7Lui}W%r0DpwH%qljUufvLIYa2A+M0^AS~01;9ZLtCP+coC zscHsPjajo~NDIoCH6)^yQ{s>DqT0iMo%prnMURc4@8g#n-;G}wZ!-&e(l2#^Trp>| zXh0?LEC>*ye#R+Rk*dNj(oN&DeiybX=C#bsIyRH5BIDHg^%j9IoqThjDKalVoHOY_Ou}ObuOG6`Zj? z8Cxz!s+!z)9cRUOn#XP}8F3|0U6d8ER&0gJYVoqRWl+pMg_&6Uh01D-IFE- zMX?wqQlBJQkyIeYl_A2#MTHLjDkva9i*Rxi5y&mi%Tewk#a!c>Q?}i_Q5l$Pe$NmQ zX^u}WV&qaB#xIqc^6p-4(E1{-LZucBqMs|bpE2lg>mm}&sD*;C+rG^iuIlP49uW(d zf^G$osxo3Li6xMR4h#Ip^Y`a*@2!d@>)|*%uF04(w3cCXD{Y}gt1zACc%L5D(G(gp z@(<|qxJi2kEsQA$bEY;ql+ESep6vJBwt4$fF4@czI%mx%WhLkP$ji__lR(eKA2Vvu z7#ko`zNQDaF7Fl3n#jyT(JZ_PcDI3;0)3{QqP{s*4ry{&7cs+o#f z6|Ol9bBeeAZ55*mdI_J&$vUL;(5@xHs63GZNioyrZ|lo_-h7ngzDHbRSsq7i!%k~c zWuRCIRN^MM`N)`m5t~g`NB@5$G(qS)cdsXe` zOfFBwXN&%GXTDDAVrG{9CH^7yK7Edxv|FRRY|m`h+sDffv(0pG?I1H)lrYxN3{$wM zs{opG0^oY6>8`!hgb;)qZid^(_&u4{9HzZ@AykDc3ro7FK#HNyU=5br-r|X>9GFpI z9j$AZQu7Dy-uBj@s0uFig{)(&8cMzD>9iZ=V$e`DVr_nxx1*ZswdKv&0NeYH`|IP$$Cty zGiMywHbz#$fo7)ewzs2oip*!|3KMB=)=-&IQCcNyC9f$_#g)ov^c#h8b3Z_fnN>?v zrL5K{Y-T1_st{>}Q3!h)Lk$alsi=Feo5Zy~me^rR7fZDe6R1jwBXVUDR7goBV`eQW zeTu%)4zx~OIz~&a^s|gTwV{;DtG1yI=@()jKhVXZ8nk(92_!KxQ=uiFKrVnN79qKG zONCNI7g*3VF>e}`uE>(AT5DxyDngO=D`JsA78x!u zH-~S%N^(+DHf+*5*dt}r6jh42_RUoZ3V|q`B4R?WS!mdO?VN>JQy|nJ2oa@5B(d~^ z5rw3Qm`hRBTi+W{5f|4Goa$zdgbmVqn`#9iyqJ-)$X24u99tJBngF^%T`HE1C`N@q z6;Ky1RV(OusevZ>r<@~wrE+Dss6t)DOdYsE?v#z~g9t`3#Z$FR!!cEpDoR3%Hq&-h zg+wSX6#;^ug?zQtzElqzXa;e99<2o+iAV$x3K3HgO^}fSB)&shp;acB*7j=cbZ+l1 zwG>)Lu}atFddc>6-J+DRXfCkK$yJgyel8ue*P>YT3eSD4Z4E;ajnSflggHgV%4PmH zL?|#Z0IQ zr2kpkZh1sifviezx*ZB&ME3gX*xf-3!O59i(R7d@Nnd zs7HBI|3jl|ij|^~)r0^Wn395ml(<(i1}lNEPiwde)Em$;Jrd9j>&3TAeXIqO`@a7i z_;_4@MD!lJr^+&^qH3r<5#2|Y$a7QykgXl1vOu?hUIa=ub%C1TpyH_?cG&WM22AnV zO}8BRxL>+H!GA(EsFZ28CjN9*V-3oWgwOSzgz77F@5}>{%IhxN6q|O*TH&(Ymc{&I z<9C%IK&7D`rrA^jTGC9t5}1%y){06niy$K+Dpv9QoYU2(l0gK9BIK%Cr$ejF5MW>O%f~Y{a_S>*(y-|*(+1_?s^W|vQ_nPT0?ye?njbKQYbc=De z;YWKD^GPXsYCpGc>SAsYRS8O&GU9zM1QITyD;KWH%8$ZgUibwW7o9R$C-i%<@0&b=C`59MzbRA_`C{(-BpI z=RXunn5Cy&)AZTnbY`x9NP4XqPH#Gig=(%pp3e%l^senwW3;ut-?sN?SgU<*v*r|2 z+h3yj%6E6Ew5oJ>sAw$X=4C;TsyW-9Vpb5(f8x}CUcLv*7FSedjh#XQ??)L+Zi7OU3X@=0JU|ImGFXmYQ-r4 zl5r(=d@Uq+LQtEA=-jt@JHBw{^O0kDY2>QUX1Q|7)!?p{iyWaWAxV+jyIBXD)D3JI z#gudQH$4HCiUP|3FLkNI$i_m{NYGu;m^!j%cWB+B_RK|l3WjAz9t}(s9o{fQK1(rfVH{~p&pcn-;F>Qqyz2wf#mR;A1A{S$o&@v3O zS-DEqT$#*k)0LHl2h`1p8rS(BDOV|djx+%$jiQ7~Hb%>?2-n(PO50^JtLl0AJItTk zy~Wm^!~&`P*fvj%kAJ^%4QvfAuu9Ex>LKH!_{>CAiHkOuerUgKPF@#yRav=+u|x{t z)lgfZ5iGT|s>9-L_$?sGjO+PltHEHV_}I7G+s(9M%(YIjH|=}MeEI2q#<_ULydWzT zD56a{|1XGBxB{|p&yrXt{1W=Etw|GNMvA`f{jVl}9oPS^WkQF+U{Z$AT(F1eLA`a2 zU;12H{|QxWe_4-zFE!nosukq9F3L4@xAxnWQgC829*jT|YP;;kj2e~2kS6K95psLn zTZ*o@mF;0iZB2hlzp<9uuO%vaNQbo-Rbl&gjGLv{`rO*=G)*lL_4C_A4zE(NGM#Bt zU#EU+gIFTvGDMlk&D80i;7>87v?z%TD%>68SZxbe0A926o3yiT&+T{Ea!oNDt-01! z`J|UmpuBn>>>4IuZ+r{_9;EWbp;v!;Ns?WsJZJ?y6_x_hK$@)>5E3L9Q zZ<=3V7pYJKMX8n$suoA*GSsFbs;fLmmP6gXz)PK>xmI$SvZ*>hqY|*G+O`=XQ429y zrD9!(S`}3v=@d&3KrSwTP}|^!A|N@3sPqMKL8(yPP0XKCX#yAeo{i-|QyBNPN1nvg z&sp=xN>^=QTL5Y5Hsc2Agv}gc zrk|0_WDS>eB0_0jU{BR4AY@BrSZM#orvkFv&(^)S4QUH<#=759P~sFRF`-+n zf*=8e=8!B0uwyGZf;DG3%A>B*^Mc%~$RyC`V426=CF%ymMl(vk*-%x2TfW}Ngs%Pc0b(UyIN!z5~ z)^lOjt#`{?AVq`e> zMAj#I#{_|h;@;S8&gn1_LkQ}WQmT~{9Ac79Rf{D6RP|HTTm);17@MH9U2^E;Rs0*x`1Q6E(b4#PJC{-|+!3CZr zsWflwTA*ByTrnZ4PBByY#3;5k1y*V>t*Xj0j$Ry4RHX{7K{x1L*b2VM$Tc#SmH-ZT z(jeASO+SxVsH(DxRYKQP&@8E1W~IHnmrBgDl}R_SW9K@!1j_0`Ke^kNtL79{6*2JhO}bcVwzN-!ZtFOf@4a$IKcCZ- z1qGVh%^DD6$^e8}6)Ra; zi%M~gst`g-RYa-f^v&$1r=);}=vzvvlx1|$2$X)Hez*E`dZA>AoaHhS zi;K@#r7OhcMe$+ypv)*Q0P)bKU}j31QX1parG2_Xn-{UJkvTbCjr#;Yxq4)1$axu6M5!7fEs%hj_lHEjs0dc}%5Ya#0;Sqc$pRH8i0D?(m? z>meU#wTZMa3%%fSN()u#)|;-)!)?G1vt#?35i#fFidDt1W~L(E zzCbt0sG1yAdYQ>#+V=hNob#N$Q`Ar^uP36K4+WM$RpG6|7a;(S?kQT%l89uaj##WR z<#k$2VHL=Ju-m18&a|zB2<{sN6|>Z2V=peWEKPu@$qbM=&s}?%NG)Y~GD|mjw83U7 zcT+;O;2~ImQj?bSk&CfV1n$jmdr)*xVCBt1y3N%q&kH8Ee%xARV>;mOTNBs0EQl0I zQB^j;MN9@5BARSS)il%ET6U9FxSrOI=Dw%&bY)uRim+ExakIP0 z3#DtsT4Ut8bz9@S#-zyBL|YG+g{Af)swyc?wV=nWT!A;~!C5@vX1)Vb31yH@5(eAM zL?@sr02`#3BZF1m4-pN@AYP!kIOd|LHIwde4zih&DM6!=iBF~hPPie_q#6q>i=j3H|pO$DohBBBoW#(z$J z5By=`Wjo#v(9d+Sf%ic&c|hUP-01Y~LMPp<$WDd&jHWr56ODJu0U{!Y7qWdi6YkfN}Ji$0RAjlHX~NA+mgG+Ope ztIW0SO>@7WifKUiS?|MK)g7(E!4ithlmk)xwref7&F`XJh$3Eg#%TUD+{2jdW%iw%*u2$Cqby1_QqU5PzNws&_Yv_l3p1E zRmGdZ6PX5a$QcX!>~Eg7$JrTav3%YO8o^4|5>u`jc~vVr%k5aHk$bsIqcy5+x4Kqj z)VeyHhDFU1$`YDn$%9%dQ!K$f79af&&v%PDKCA^!%Gu@lnZ~8W8VeyAlGC)hOKg%x zaRngbPwcm**3lLsutroSmDMULN4s_V3>HiPR0dguMhKw`Vg_1PPzz$3g3_i`FBg9` zJ(z*DYFi2LTB<1kT5G-c-p}=iB4DN3s%;^u6&rMYd{Cyh+`I6zsRnI&d~f!VLjy}7 zyZBvZw2%4vCR?XCW1|{5qmpHPqXZx{us7_Tkj$d8w8?Wwgm>}Yxsg|{bM&`Dg+Q9H zZGG=VoT2Mw|7)wER`{$3C1))uHWkVz`;oO)aj1|i@g_}uQ-!F|Mpcx2jC_fOG%`K%z@71>Oo^v|dhJ9240)Y~`3Pl$G^zUYp3q=8& zpo#8q)20=Ji#ggdbsAP~Q~eE#o>NvJxSZh@jSFnJR?kIH;S4|}ed>Y(E zMfR^u`Tx`OFHN#6$#y2T^kL@i5t;jOPF3BD3!s}IMJN>E|Nk8=98o~9AuS+)d+T-1 z-uVc3GgH;YK~&Fjkb}sK2zNKtwZ3oW&!Bq`FmZ5xxT;^t$mrR@;N zD%A!z8EYQKbUdU|YujH+`}|x=HA;yGgzJK5U7r@~^;zICh&Bp!Wh&5AoAWA)i0bn} z4Q3WnnKk#9_PXWH^IRzQcBtACz9h~{FhR}CU^USq%sy9UmC#h1O9yl<&iI&SW(E<_ zC-@ow^3gjoG$G4c?ZpO&Xtk{}OT|U47!azYWi-#?j@cGJxV^g}qrtzX@j1hG)1nO54$qF}@ZTF)DejaAmqg^xbV{&KfJP zW=jZ$MY9L!#53!!|1hk8$e1^wsBdCOA}Ln8%CXv~v|gp5Ilj^CNab=Bh?n|@aMM-`86i}qLLq{jtLA9iu7UzYb!+z$ z&lK+_=}`+sp#pSG+fn)-N~yT4&RQcMzx($2s`&7^GRWFmgG6ys=}pGx+RgkpuoA_% zCS4p-(W6wfX|)W8H)R(NS$~d?lQ%TcUSXqT@knUjrATuCZa|U0(<-9otXPTa^+~F# z!7>r!ZT@)I#X) zk|YS3s#a(PDKT1<&T0m~=X#SZi7PA6y{K1ruWMxpnm3d5VnnGdeAa1ZYg{5CYiS9j zi7IntW=4nzq?9fw5i{>u(ZtQS$`O^2njBdfBm__`6_%)}s@luVHdz;xV^ryLRVP?& z>?i9OIfgz0v8{=9ed6mM*3c!Wc6axT2lbO}w{dLE!B~}0>JBic{#+=HYEVlyb8=Rd zm2UPG@yLisCpWR)%pm!<*RPN5&myP7?8|S}{v`FE_SV<=zoq>KoRXn@cq|K%ah%(N zs=9WOE+tZnSyfP)+3qbVnHfbSySQu)CJItyO_c&lr1~%QE_1DEx7OvALvvkbxm%VL z#Mn1+6EsvsOcm+-rffBXRnK>1d_H(X#V448B9l&aOHjO0+K?t;+J;A@3q&@GLrYgZ zMTN|aA)w2n^=8V7)XJ@!rmECuFHsZmlBz-!*+pB6A2YaFf7Q*?&eT+fyUWA5y}SQu z_oL*;RT}dZ`n&n7Z`PWB&djmIHwgk+<^n>5DpXO`=Vr0&6IhwiV(OYzA3h(vF5Pb? z+B#ad{T~CjrfHwgWH{N?ys4Ll)MQG%WNL{@6W`3c+2WWhbFCOx4Kr1m+B5f0lNU2F zMR9^!A>=Nc75l0s+lOsmfG=w<*NM@Ii2%1?hu*dy;=i_4>>S;_Z+BbatclPtjg%YJHVd4hp2 zi_11Y~8TI~N`LT^ zr5o+fr8C#JRoiVh71yefYsNYmTGpYTTdRt`c!V@)K%@KeegK3-MutQL5+asC8f#S& z)>K^8kQ&q2`I%H=7rBcxkvk=3e1;CRhH3KbYY}7y=?U+Wa;xP@^hR$4w~h(us#+0c z0+b88D(D$ib*iQK6t~1&h4cE)n_$N;ZugQc1+oov@B^q~5lCb_r*#xHgPBmtL@}z$ z%mfzrm^sgw0lN3zx@XEdMO{@w^4ZXqtY;I)cu!?!ps9#R22_zU?`+t$RF-({ZFO9t zXRSZJ=6U6qi9$0`MFYM1TNM`lVt3U&*QM*+Jt-t;3RA6w!T?p+ZTsf&do8qrQ-cqX zA)B+cs-E1kvLe?~Y0j;17KEnSn{FmEGZv7ZZfCWXOg$iMVgy(+(`EuNr=@sGPng&v zJ=SW~m`ovE33RnbTvM~{t!)-dWI|Ttn0YIMI3c3){Jv&MrK)A9!dilj&ih3wQJ1^`uAWK01d>Y8f|kehENvnmi| zi7LXf#1dt6HJI6;T`@XiX1Pwa27@&%5g}z&6$!!ne6JeUx(WU<=`5_rPZ74Q`KIE!DyuRD%{aN9SaTg@rgX#R zfC3N#gd{D~S5U+RqESIfqwSA|=PQm;Dosrq=<+gMD?@8g#uW@33A0vu7wKY6ogxw|YZcP#8DdLW zBUUX6rBnmB-_op#g3ww<+Tx*wiOQ&qr=Y}Co5E1C?77V#Ah<+Cgl1W@KT8TKWn!v^ z=UbRvpzh)wYmHn_!Lg3~J=B*3wRUU%1hiAa1SMW#qDSk5e9jr;GXGWDp^Xcf5rUFn z#ueMOHJ6Zxh^v~55-S7SQJmxeHt3O2j7w_t?aP|)SpkrMdKcf7`f{Dmpph0g*k*}rj78r~%D2~*P4(6f%!s&t z%A98Cn+!%F*_}eHbcsV7uR(9k9nB(QU5{W@RaGlcj1z-1rR~=C&2P0d*05&1*7EnYHnM^h5t&)DwA@9feF&7?$yH!UFTRp{n=F;;ng&V80|$;{bLw6zmp)Pkv=nzz zywlStS}LMjSxXb8idt4yu`*g~fNuRjWW>mtd;13XIYYGV$4xQL7`OckD@50dm6dK< zj-|7$1!lmd8)eV)!LiJAd2fgBts{eZeWmWWl$1l|)2!=l}i_L+UG3s#4b(SCJm8ffzYYJl~|=E zhOU~z%C&-jMLXfB-hx`wnzX(hW|@&tEpI96)_36?kE-HkFasc}t*Iuts)S;S!ZZBR z%|mLd#R_WCw&&f9NI+AOnB-tB)DYDwpHZ;XVnj$tRY0=$4T&)x3NjgBC8Ls*)|zz- z{ankA?Ys6i@?<=?#O&BptJm%2Xgo0g?Xk?_<+km%+A~>jo~bZ6piBhYttb+UT7@Ji zps=z%{$VrWW|7X{2EBG=avU21jYqi~< zwEqdDxprwPoLL1`Y3gw;F%wNz5b3VXj;5Ph@B6@^V#m0S5z^EeSGW_wwd!LERdmy~ zvF~_HHtl;W%UVkW&045l;{h~vD`e$lmT%sBug?^*(r1pV`+jS1-wb0L88V1NhFfM< z9>p)aWCR|$v^Uw0W4|Fh&)oA{-_7+nSFt|Ghnsu72Hqg5;tHy=5!7C$v)wF1*YXuK zf-Hd0<9;8H_x!w!w0kdMGFMfaky_6u)cQws5U4UKQS(hyC6?tiGF0|B8;1GOnw1sQ zB+8UF`9C+@Tz+kw#h;a<;zi?Itp5>kzqwgc09og%ba|2UW6sQnR`h0BL)OH6iz8BU zth8#51MNtHA{YNM^Okz6ZO4lvm~S_kf8750s5uPbG+CLoGJYg;$Wm>pMoK{hWu~s~ zUQ;X+DMMsYHfB`*9QL}*vSJQtRUpYsWRE^VDUD{VMoAM@;Rhm=u-&}NOcfK+5PrsA z?lwivGzekMy~VNzKHrpw+g6&_io{U$W?zzP3c_kCRudIzM4!l~|PD1>ow0tGYqqsV*g%#Wb~{Rl)=asKi_|B`9AfWP{#uHlJ#9)XvpU5GF!x z;-*@tAOJUMgpiYzVv_RgUpc0nOM*xf=?Zs{F%WY#^`|Xt0+39nn6*QC7_aBOA7HAN zX@E^DJCG5JV_LGU*{jCUG|fYyB3lcS$;z0=VlkptI_Yh3`HH=!-Cr_|h@6=rwFnxD zw+B0*)fpQeGU{Ed-}~1pxP+us%_*6pXdQlFzL6-1lE}hX_PCs8zDZC;WJRk$*VYX$ zJ?25s3LNviSPAM)?MsB$GQ&pEluBr1!rS5NS-lIf(C)o=my~(w1gR5IYf=@h^{&Oe z_KL$~Gaam0@kYL;{;BY088QqI>{*s1rMB9ePHR+|hzOpaQ78AZq}cO0JS-NnvP+rO z0$Jr?vw|WTmrAsIe8yJ#a;S*^7^izCVR>* z#w%k!%9>KCoLFwUyDLpAwOL9`p|@aalvP1RcA8RW;uMk0sw#rO^CTwju9UGRYJk;5 z4=OV<2FYG33qo&0gqVsHn|g_=+D3UQF#|%SG`~X%tjZEKvWOyy$3rk2>7<#%VHRb% zpB;pWyIO((8~7%}sw2H5HnOucW1f%AeJ7AX9dLyJ%2lGlZZNl} zC|EN!r}dqLh$uCS5P?Be!%DQCv4VgBC}lM&C#p~>Vp_|@NV00!v&ouDYN}**W;Ycq z@#mSgs>;z+`(On_1VTurYEi_h5>O+A&z>PE3OZ56Sz_8LTb2pjya~Mt+Iil4U0z}V zo9YvqsnbTYF*{|WTnot&sB~xhqnlV&##v)k?`RfTJ!E=}UI{j&uIV*l!F>mexfwb*1V9lohc2BeFkV1<&J=HW&i>Z(G`f(DC8 zB`Z3<2th0&RREP@WTgorr_^vyLy=42<}&lA^e>Nnj%x@#q zueWlUiUsj3jS`rZBdE~cHc`7WG81NLZObMhg#@CAx!zSKXz@@+V1W|q%TUapD?eLI z<{N#$5;kIEqE)unz6UZShKg3Pv}ePRZo*nI6DlGwmaLHCG!K?yRK?6x?y4_@z+b_K z3O$BIN_wOQwq+qA3C0R6wrU5r2LG@>8^0tiqe@u%lJ*6-ZI92##(9Xh{iXJPdWUQq z)-_Tl`g-Ii;JbZCPK}>cZ4pTe_v~#k%yN@N0MJ+gX3pw6P%7d~0t)sjm+Xr|VaU?x z8oPz*^n&5J(hEO+LTUyz$$Br)P54t{o{OmksXKEKmGXA*KPbA zKmT8z4z*D;sK*G4xD=J6tioa`%%!PYfYoi;jqH`z=Lt(dMLbibKD{njC^V*K%(4N! zzP!CVZV`XD@>hQDuGc>Q`~LQ$zJHtN%sE`4S_@fHe#hwFlkbfmTcOer2V@CG zLPn%jYSGvzR=~_M6JcwKBca#FuvNS<)haxva7Q8bQMp*BM7Vbm3s>9jWUQczsp_h$ zG80^!{j!xIrGPe(XRW(2>IkkyYj9mlRG~8F`q|8``a)Z(^gM>L9D+aIMXvQGYPzf0 zy}6UteEZR4(bXkE$^1tTfhb;-*QNKZJNeN1bU#enZ`ZYfv(}g~O-Gu{>IwKBEGra> zk%^H#WG}nKLA4?>#|7D;J*UmX=|^vHfpTGxWd>b*1N=#DQxmraph|Ruw3nsZWRE8P z;u^KR#&NtfO$d|1p9{8 z8Dfy3S$-(?*v4vE88%mbtjNKdkeSG$YTsI8G5hKv2`Tq(<&?(?UwPY>(v@&SfmM() zD|h{w6LaM>0k>}b_EOu+vXF6X_pLS%H7YEpNvO)UxMpN(xtTZJQ+M*{u|k`eiZoFc z)~uP9oqMiXo>OAsf^SenVaaLyNB6mj0=klz%v$MyVMTf^N1tJ{?3;ZwX_Jx8<&u_J zOKkSrA6>URWj@%|q)BoyQZz%~Wy?BlwS6mW42^Q$zK4EDPD4Y2>l9gAx3x)$C7e`H zy9&gqh90QPAf@~2w)nYm9@699x7;-EPP8?l9h>jBTmS8pl_@J*GB1_OTl2tAmoRrb z8g{8EQB_zBX$4Tk_SUSFr$?Pxzk7&cv+YD9uJ09}+Aa|vb!ABv!qsnw!}=rq8aIBG z?4on}3YJs=DcAl5 zFZX<`y5_32i-_&2#VsF9v3=|RQt>nDw-zaJOW)uPK;aBQ+JHSNxz*6{ZPenL>I@|O*Lu$pQu^r{Ng1>kl zC`Cy^R{C5%xe2Fa7^hVOTa;8$IXVWR&<@S2s#?J?cvs(Ebo$=FEVG)8$P2-xSsfB&I3%BcyZ+ z7wcrBw%f6sDJ2ROKJ0WgBTBWzN-D^15E|s^eIj5et(xTYb2i>KzL3V*Sm{y;~s z)X0?uRW-MNa9XO=R8i&)Fi5?eAvLv%T%lb1K3goGd%NdKc`|6KMAOt1>Ub2}RA$V~ zBulDQplwlRq!pX<)o^>#E|0cPNfuWGSQfOBJKDcFL`7g`TA~wDuHNnSzwenM-V-h* z+74+Tm$*`GsZXI{bK#!h7}t6<2(spgGbi_r-OQiy0(zR6mCEoW!ckJpBCD!mRiQzf z?%JXts78v2iBP4is)1!$$|XoBp(3sV#YYihkXB_TO$=7*!0q$*(TvWLK|5tDSeDfH-#kFM z?{n{Gi>sFAvS9@q8I8(X-5ntYxCD`LW`|A?9-Q-kOh@ zD?YCoxBY<(Qq;i1%r^4tm>pxn64FK_ru1?Nj%$Qgp$yeD1^M*zX+H6dMv%C!X>3i@#Kj~cMwRML z?Q_i(TI;&hhBj&Ia=^9?nJa1-+(koy&3nJ03X6Ad++Gc1tP-xx8IG#!e4M@=RRf%+ zecLv%+sV0d)|14}e_WhZ1uB$cnTqwkY40QEm?eRoX6I#A4YH{-JUJ@^(Ei?{^_KJJ ztv*lH+<*J`zkX$X*{h8?^79He?L7u#j%O)bxJ;^>XfJFQW{L*68Csl=@mQ9wJ?SwK z`8R3NcXR1iR@FJ@R2k=LFWdhGuUPU<|I$4DbLr1-+xfze<@2@m;P!Uv+ht{a=Kjmd zPl*xK!i&>X9%{4O#yMkFN#!P`&VrI@*{$#Up~K=DF&6~tmLIF{Es$f;L^qQSWoyDL zqr_N($UNMd`J-syHLetgyFU>Ts{6j5wE?n{3^p-O(>XigkA$u=GU2g0VUlG$J&-At zT4^H&_b#Y4x#p@qSN`%?`w+Rm^6U34KkVag9W6TarUWsrIn*cRiroBVu1lA6 zQz>(IRr|Ou>7D^u5P=vJsF+uro~2C_xL7bWAy;YOQ_eW{ZM(sM?iN==VO&?ebsK6q zu^usPZTDW>Cg(b@_krEXRHk_&=ZxvB>l@L6^UzS03m^TaI<2 zu3?LNi5})y^@aQ>yqn&4`D*GHuEpQ_25BA5A7gN_b$7onJ&c#Ci|Z6C!|DPlBrJ=H9R0c6mjS;f8&DfLdh9(MxoHs1wBJEV~qq@7j>#9gtHw~7weU~B#n!Ss*shD z(U%?mMPX|-GCKs^@a0O<59X|7i_tWZmif|*bk1Mb6z>r z;9YuiTkGRL@c0+_1md;h2}ng7$@ zKij<8@jBhP{ps?5`u_R96)T^0JuQf+b#2-{GmJ|?Q4y3%C{yZdze7aUoVmCpo0c1z zXpj^jRkd%M5;ndcA>RDT@HK5=nKC`XT%#}<@W+?^R zOQ8ZNlk7gjL{Wx9K@Dt`@{iTEAZpcNYZhj8n2A0x-zy{^vERcGNJXMMU$&BMhJJ4? zDzpefqAcmetMwlupPFnGmAjiN->rVgkS$#Sbts#e2WQT+zt#HH6R^#M;U!iQS=RQ? zm>KjonoYH|4c?>j+qPS2Lu&dIKwGGb2;yf`bG5`t`P6MHf{3-=@7NB#74pINs!L^a zd0GB*SCN%+4wu}TJ~l3k&>NpKxsZD5-p!V`o8@AqlB!hKel)pnye;`Zbd{a!ikxQt za_0zsa`VFzn>3X}6@gVkLebZ=S5m-ICaO>lm>JXn6A`IasgYpf?qL-i3vA9#0eP-9 zvnq^D1*n*7RM53=P59+F1nu*jD`%`ZU88Te+wIHw_92nGxx)%V!!)Yj)?+LYSWb;AJ zeA!xIT@s@#xQo!Yv$gB|R567pX(sM;jH;3T_3%dbh+QY3dbc*>Ki@xG`0}{j0o)#+l#kDsApRd?AIpbbaeKq< z%!a8x-nYFFlYshTeEL3 z*LCT&4)Mw4-b#L%*T2g8JY?_9NQ(7w)S;9zS@tszqW}# z9d|SQ`F*c#ef{=7a{jOL-#&@Ff60A6=fb#dl8q=lRC+~YG{LsF&8(5!)_?s-%XMUHTrm!$Dcm^@0hV4n;rJR zRh74>?OH$dPu|3A87|hT&pwRk%f-L!_4&(f2Ddl4U45qOmv1Zn^04@}>XrCt%vn3_ z{CZ5T*8%^yN@X506*qM|hsu}bpP%}My&u~jY&09!t<~ShA7FFhF;`a6l&&Ad`}fsL z{+~ln=zrapY4q97y6vC7t&jIx^3|N7BW!THqQ1P|oW90nJh(i*yb0>c435%{%Vwp zwL1HJEP1)*ax)ua#JIVBwf=s5{rk`LOVhj3);x2*v%=zF9&ca%wZp!(*Io8pnW)wB zs`=}9PORO4wW3@Ba4hTEA<%UBRevyUDiAas9N(Ps%diy6iG! zWz^30^$$Nk&*JjkZrj53xc-j(=ne1f-|s!FCKe@k(qOag9OFNIZ0}`1Z`W*7L(H1q zync^=esAxae*AL2#awT zm;EKNzg?)DJ$~r*@zVd}=XgVl+t;q$9_KX&1S+rhYdkVzYkl7jslHZa2%x#w)KAXq zb=eoZqK<3n$5s{4$gZE8eRR<4F7@T3|Ie%1vYp$eMj0m_r4zcx$hp(Eb;S1ixB>I8 z-{;5U_17g|uILW=)mzS(p#EWfe~JF{KZ za$gnHXidAIC6NkIeQdu}%$VbRe|tT4mqNtn=V$FNck9ktW6Z|<*3P>Rjeq(tB3(;R zM(eGR6{#vej{p02iFW=r=a1E~Olw&y^*qx5Qq9c%MYy9rd)-?6hxGqF)_&Umj{Vd2 ze_6#xK9v8rw*C*EDy_F&j`8E$IaBO6)&E896W2Q#al8AU)Y_xJ%a?^8zvXEg_WR+K zkN0&g!M1<@LudR68Kl&f!uNkao)J%-bl&FfUOYfaxb54r*)&a~B ze;m$|RT;?yAu6V-?&I&vYIMbYQ!^~#nK~(d{8;aaiCtlWRmeQVzP;V^TgrBxs2Mk% zO|s~;&I3^IH?o~qg3a0i=v)7{d;I12IQH6c|LYko=C@;i{J0NUXv6l}-L~3%b%f$i z=YPM_P8?JART_CIFH=&@aA?2+TZg0uvLetb(^h?tw&$^!(FXQ=32?V zeKEORXMU*%yx7(m=U8*!?#*AumEV>QK0;akvSc4(VWZmh>-(QkXo(f4u^&e>u+N5r4wUGk5bX#`)vNX0^o1Z`1_z5HNbB#-@cTszrO3&oH!Rs^;Y$YXy7uL@9i$_ z!_1|=*IJVQ))9^0r*2h6rr>E_DUwy8c&`FQ&3l3~MuDp6*D-p`9%}4`R+i8q2LF#u z-im)eCCYcVmt#nOjJSXC>%-40s}K1Wy6=X&)#uB<&hu8+-K4t>@{=ru`|IuC=jZ3R z)Y7^^8;dPbA}0zRP5jW}wRD7qj#|=*j#7ncIRhwSE%xrBsti`z3So6{?u(987K{R_ z@VWBMU(09oQ3;Okm7Y1KJuC>IiF!$+7z&UQeyrc&m1?w2Qb@_^lGaSktRO`biUOj5 zL8ujx6#z^WT8ue^_xmr`(piHgs!dEG9DKJzKq)370%R=aC|G;#3(izpk-QEOYvMe| znK5CZM(JL~6kRT0LJCyZ*4u4XonxJkpB=Y|sl12^oPbotnbW|uC!*KjPKjbl^3+mm z&5bMEw70GhX8$ZO3Q^T zSnsZuWc66OhJLHHB^ zcCe6%%Hoq3XjpjJtWnpQL&4HerP9qF7wFAkc_l_@5u%Y(n*u6gMG`R!4MEb|OQMq9 z5{=gCwukh>vCm=}m6WNL-O(~EWknG|5s`l=kN_>Jc#$y|A+BcDnz@pDqM#G%p zEmwz>Hc%*4U;$Bv=Re!iwp4wH6lEkEl!8S<4DM2#wXU+&O_T(ROua7zX{5$8@b4=%X@2@rfI%AY9%dPijB0`bOE({gzo9|UtXXH#-Lm+#;6QkMc zDiE`0W+M^y2gtW-0&Qu`xTa4y9rxC5{n@|-b+cx=mMSKMkX1abE?YDSr<8u{Qmta* z>(!a}G%Yi8W(i?IVb(=vWgnke_umzjoLAN^f+ulWw`Jw4uvDHXuB;j502S(6?~T@? z3c)67RBk)CC#2MwT#f3LD1ARQso@%|s0tKD%0+orEBjM+2R2}rB4lPku?zwjXH^A! zBo2anULvtIpdp=oYhYE?GN7{76@)Q__q$q^eq^2^i7bt#-3}K|sXzo4DJt5;TU*a? zuq>z~lR!3bH^@8iUHIZAvJb(Jm1n&t+DRzT4TE~21~H4*cXuq&2*{A6D<~Fh7f*ONLlPM$E_7 z?qf~JaP25t(~P+v8l`x`Fk}gq!3hDitx@{GwPM!r)qS{$N;|PyH`}{h%;C*;%iii5 zJS&S*CHhpqkYEYXvtotAy!V?MV?D+viFGk6mJ&`aib6#Du^CI(S{4whi8M+h)Hlf) z#5JcFN|IdHiq3uw=(5toO{_msOr~mD$AMfiE zwTn>to61eIBffx-%ujGDIIu$%bn+^R#UhTPW@Yl!2$^O{p>GUcF^Op^&3f}P&t@|= z!i{Fj6-rl8pBW8*-?vs{jY#d=E~T7Z$|T*}$QmDKX=%-pOb~gf+|5MM!9(*N$>PuN z_Iz&XYW#saC4Oh^#Slp0WDN0dp2$UgBhdYAWt3AfJOOFu_EkGPTUr zTq<*|A+lPt?d3MOP$eqR4k%bzNft?%-fk~Ks!GLjGtmXHRjDPa=44L5OS{ioLRh(k z(#3j7RcYeIu9m|d9~SSdVuQfDG}@5>GYiwig^@YAKC_-S%^MLiAmqkoU~?%G3ItV@ z1rS2@&s?h;kbQGU&2i>j`MF;8b(tVrEQV->XxmhdE3Rk<(Xy6HzHE(>+c-HFAqi5n zP-RS1N!_59QBumBGdYHtZDQvfg@53=AttJ#2Bo(xnNL7p2G_hS;k|j?)fIdqDo--7 z?R`6L``n5$am`iByxqLHQswiF5YZ*Jn@LKRW)u`E@}-=QTGab&3UKPCs{~rxb{3GK z*Jvkpa4CwSV!OJ-qJm+9#d}AZly}`=Sv4VawNX#q6RN0yWMNz@!|X0qno;KE=?NK zAz78qiVUI@paKRcs1O)Gcs226eV9kZOXj8eR`qLD5FrQwS$x7x?)}$=1puT7OxhDU zS~*xMa6t-$lqxL+<_bv#ylK%jjgeKzOyrYn1nPuJD3@fue_|~wX{}5nYGg(vT&g1T zL~c!`nL;h4$v%U_k{h>Xuao(aYk}yA%L)p0>(cOiSjb4u7NU@qxq3yDC1NVIz6_QX z1=xh3B3hzR_hMOy{n zb1O)-r@png-IqP zzy(Ge_ilSnnddAJyQbk{Wc<_`DMJnE0u`k=%tXaZpQl2Kiewg&)mX?X5hEIcNr6eu z>rx|Bg2>7a2xMhaHnJD~k^8hVo4_^aHX%l*ssl_F3R%dYXu(vJ099b>3ZYR^h!49i z5s{}-OTdpEObSv-WNH<>NN>eKeF%Dwy)RR9xwUqE_~y5+o6MA{YFkrxbdhQZ5ov$WZk02}x?;ekq$20N-wIrATell*jw@U)XG?9`y1i6Ytc*z| zLj1_LlBilj73}_`F(w{+stwo$*EFF@A;Iq(-P|;0@(d~4U|n0}I>XJ_McmY+S9zZM zvfq#YMe?t975bOlJioqaT%N5r#fIL@$c!{L$Z=gR_0vr&=8Q6L3S)`;9*tNbRaT|} z6c%NvmWcIDcBU#OG{w|9>*_~Et0LUQDm6k8e?+7MpKh?qA;5E?uNU^u0M{ z%{5Et%>o&WEv7A|dbu(@uD(@REl;T|EFl_}V5^7VE7ApUe*o8H=;X=W-WVV=~W zW=gzHpApG*K0~mjj*^(4mJk(9@ulW8K%!XVelwwP>PoNbZbBwj*k2xrRSVK7NKOO# z@$m7Ig+ocD)yRcTlG(|~w_@X5O*^73rlxDw3zQ<(y2zfg%{aGe z=6kiF3|p|uJl8cTyISwiOjZHHRh(HvO#5a!Rfqs7NWl^b!XW0t$Y6y~SxE|MqOH+o zDbvNpOeh9pN!wqpk2e*zX2H-g378OetM1vb$jDS~7Wfm*n@QW-TlpSLI~u(lu2+`V`S(E>wfs@uk}RQRnOYteQ2Zp}PZ+ zD$$Z~dAL+td@1uoaF^ANEAgrafMXBbwRFaaR z!O9i766k)HxK>4S!0*=7c_2Q2yThC52gW%qx95EvDwxY%p6>drSs|6eGP}|A`LLam zShZ5m3vKbGH=3k=3N6Qnx^x`H z#9CalP?y$H?EAeRy^{P?R`acAddgoCML=mnMHzq+U0Di`M2NfH;3ja+>->U<5Tt`v zKnP1<`^(lJF~3l|Z9ruyOxX^rm{FspQUqpH5f-B=a#cEy5vR!9b{EZS zL?+#LQl|Y){8#YXlwY`~;l~xTfBwqtEc=|CQLlo-5LFMwO|%nMg<1f`UCndUU5&1% z)U;Yss#L@Fty4yfRoOcnrzQJZ_xv(`$uT)AKcgsi>~`C|t6%^5*j}Pp%+mC(Y+TM6 zHM`#ygCWvPltEdvR-L(1P@q7L|~q##5@oBHjMA9PHKmyKMH@o^E2O9fjK zKyBp;HW4Z}l+E^~^*dm!AH`vr4O6SCCTRr;u~JE`lmysf3B#ZgQ8OY+oA3L6>LOXs zag&s|(W)dgI|?AA99+4kf^BzMrrcEyNUfA5r#9iPl9OU7IU{vFEj(5sTU`XKAdRh? zNTe)Awc5RYE&YAUmH0xZ;Iz8cW3>Iiu@|MTtIcU+?8VO=Q7FmQ*aQttw3K$rjWiQ8 z)xxL*0N?C0wENzwa1Gb2_{Z|7>zArPh>Ng-^T8G_apEp06ETxY$*3GteZS%hMRIB zV^i)hrgPB^wcb2oc2|qg_fe>}i~sV1@GMJFF>tQyOoEm=nNM<^G@ye*1}Qy1*Z2j^ zT0g}&aa1AngQN(a(?*~m0#QK7uc#3`pRIU8Gn}TYwZ_fpr3snPk|U!rMHs>OM270=LaGR! z0$eJC1`(i9c!P&D`9~)fflSGi6c|;Q%!*=(6qTYNi-43sQALVSP}h$ej_i9b^;HO} z_@sSI{{v89<($v&uYszJk6QOsowpDXS(}jJL)40xwXRi?NHZ5BJbM&Gs}z&rRFlo6 ziFb;L>crNK+Dg#7kD}O<3x`@kEUoDhDmnI7Lu$g;wK7)f)p<&FTVQIV!o?a?!NQzo zrf?#&N>G(miAw6RJF3*QS$VE&tT8dq;=}rK7464!DP5UW+3OMppPM2VfIw=jMkApG zH7S*<3=|!_M2v<~LPXru&0Jd)xUQV1t>JE_9_;5d9RZOv0#c@>5KC+E?pZXad%H`w zD@KfYr2Z5$N(;6Sqw+~G_H9-?({}Ql3ULWoN|`T>0-0L#`Bka1MUA}7o?3R{^GK*# zfSamV!VqdOr8602Kj$(t?<&ZQxst&E1g$$!L_neyR7|W1Y@UX4=^`&cf>UyeoJSx{ zE@|aAX}b_LhU5ZIk&Ag%LbpAN8EVaJZY~5|o4ZbvLamzYi=~j1oUjaQlUCG8c@c%= zk__uwQi)6zVx&yy6cwl?2|yvMIjS&YOZG?;-%VDF*EP*}5QD9)K{h6$avD;moZe^z$M6BvrGpb5Y0{Ewpl zKLbFeI1tICOxxrGbK76nf)f)0qHmUN;zQ#RRgVrsg^=9afeVE)I=PiK^Li@CRHh@stFOd_4(S6 z(%8X0RjFNeqq2XVRkpGMQHfGx)hcVR#(_$jyQ5Rw(51EIAS){+D@wSCyppXDuut?U;g~D_4`3LH8D#hG`ibso_|HIlAUm&BG18qjdQ=tvS;jQB?AT2v^?Mx zM*dv&d)vbGP%G%H)r3y~KzDU%9nNa5YYJF~r6MAmprJO=XJB8Vc=n1y_b-f5 zSLHa>l$-L9)r9h~0)_r`;YD4Da?ira_!JXo!xJ4D=(vC1`e)h+0TrSQ7_qxGcS}UK zY$lZz$(T7x9@@G2eoO7B8#pABOLSIQ{xO~vS>&}FEOgaHql0_AlDeBB8)ZH+n0ah&X9#`-Y0J} zk7cs(_Qw~hl|;rsAz{f%TQ2ty5k183@D3N|UaXM6s%$E30((wD&9wI^_uZvc%yEs6 zutnIHLvLE|n_4yJlBdt7Sxc6;I;cI{$`*2*t!HMRaQnIM*0hy3CU}P1-1hs0%1n*r zQgFeh(|n26<5NR=woXXO%vwlE63HwusR}8mv)t{-j;^j(#~ciyx8=$1$3n)Ulz^z> zN})Fgni82S5sA`gKd*$1r(=1(Szb&aK)O)JRl1=G#(3}Y%j@=)HO}+5*R7efC-_h# zU9`kgJAFt`10l>ALe9hpTG!N~q?m~1^RYt_%ZsE6o*IQLl`@uG9JlRw&WbCSN;QFd z`+R8}mqs*FW>!!{%ezoePsorli#Zg!YpYW4O|_T(W3rx6YnIGUwQee*XXfWv(UZ*z z{HMwRJ%dw4#HqfS-@YUi7csd0UUD1q;_|9^GuuQl>ND5Kgxg`-6kpadHm5Ze6ju}T z&4?0o*D_g=!z4@T>I!qrs^zJzB%`<<(BbIYag2znDao;7LDDR{-PX!FMZX-rXNX7j zqRcf&uWHg{+kCstdBxJCH(XT}Yc3fTf#u3j(|*qW73=6htGNV7-G=vGQ^=X;iq!dj z)77_Ky^n_{6M(2x8Ayc!(0a<$G6mF4M4MU)u2xaB5SQ9pE3vFP&&zMWR0+AB9XwId zGQhMVBbf!D5(QV=q47+biKwuYXek=5)6pk{=9E?6|I3T;Vu2r>BzpvQB z{!WU~fB_IhF=0tUG)(Dq=IJO@UgrZZ@aKn$fE&C)d-FXwrOS%3Y+}ZW^SJ+!?Wo7Q zszWPtv7Y1}QC@X4Ybw;$v?}bQ1fgMtN~wZDkcv{!SW;uor${wH(P~}XMYOhCOBTrj zprjU*B;#yVV5%&rNHcL0wUv*F5~7z>2tz{Tl=^L+t9chiJNkC)u6>0>R3jE4Srz#_ z#Uy4h_s8DkDELB6L}mrw^9LQv*^B% zr7Cr$t8OLx#hw+j9*By>bzPG0o9xp5Ah3{8kWN@F5-1c1832SO1;cDYLv3o7wIbI^ z?7n;u+rbyD6a3jkC@*T?xAkK_&Qo%8ugt~En(1Nq1X-X9HlULvud3+OimMn16>~w6 zRdh8#3IbIDL`o`^s#z#75zqxuvE9;&=GtgN5haWuQ&FnKOc82YuT9I>L`4!A$~cWj+fkO(QbM%smgWUIGWOfeb{q4|Nh=LFs9zY@$}1707-eScdm6Zs6q%G< zP?ln4u?p(aO*e`xo+sBt^K#f^%&_SWX)q#6%e>P52TB1aX4Bs{7^yQFx++9Sf=~S{ z-9@F>A0VHF3kc$b!gx|n#QmvOEwYfJa1ja%ORNNvnR5ZDiE0#}ipix= z;E6z1z)Ve21lzhp1gw?|K+6uaExk8TSfVtqz5&f-suVHItTnByTmuCKT31<5Su4uD ztcf&f0^>sc12`px2rvX;z++qy+>_fA_naYN+wNPP0PL9<5h2rRNv4^=J*!rR36%h4 zK$^d*MWu|{lciyPKj?}+jSG<}0;GuRb^t6{QrUZNA0LLK6ou8CU8|F`4)i2NMNA12 zm3)%@ZXzX^QVFRlTZL3IUy$X@&0HW=P3&OV-p*h_<#~w|CJd!UyLq z&Bsce*H$8AM6IIj8-W59LZ!JD=QH%()-+$$A~b>#O5G2IO>JsOWk#@IOY~gAnX5)C zQKyJQtb{Nirnhbi31O1|z=WylX@ID>mfLI;L(i&+I)AGE;(k*dF3akQ`bfTm9rP+K z5rbDnt)*Fg&eo$4mD8BYHjxr*|Lrsrc@lq3M1^=l?Y5PA1@tl7n)@C&G@6Y11x4hk zm;$C$$wFwZAfrZOw2R8?OhBGxJzX{yOp+9GG?Z&c}+bm_g@cFVL=XCznVnBxp= zX%gwZZ)&PqRV=Vbgt@ADRSj_pmRXdc4x%ZG2(QnUCwY=8)*#D^y==CbWYu$OXLBte z`rdN;w)_xjczSpZu$=5AKcEjtW^zp-yvGf7V12mmt!-J%lR$LB0gHdxwg$UTdlLm~ z5lQ6C>4;Tkm04C$!jcM9RpcVXO`9vFhzwh_a8$yg8KM?bWyh(vEERoG-N=H9vd2o{ zu57F*0=kH+^rUL;djOWHmaJ9Gtb%3M1t4om)ruuW^&|;%NCHgosZF0FE{*2D3M5jp z(&E&ja_{o`$bTc4qA+uUB?-*pRUs&)GLflCkyR^a_PfSc$TpIrGe!%z7%t!sSxY5Qa573|o@V zZH8?<Bx{GLnRfOwJJo)u9#Iw!CW!3x_Os2b6xczrD*IuJR#?2Bv%ybPvmFW+lrEEF+$EJ>8Jxw~?a6%pu!f1{MjqhrOmaQ@a>ZGH!8-+Lv`iWw!w zMXanYH-}hda3gof9j@@1IW%@fo7){hKLc}2e~X%uv$Mp_eUsMAt*PqoY9Xz#p#(6( zsQ||n&7lGcL@Fy*L=~0GD4Uq;?!LwD(sFHfobCO6tr&ZASA|eiw%*2drD91sq;0+V zMu9T!^%u*BuMdq&qDAehug&+1Z+mZBi#|3dk37Gm1&V)zllu3@r)+ff9#w6IYjTcQ5G5OBCw6 z*$!zhxkpIVPxAkB*%|oLJhyEWZj0O^+Nw9$r`m9QWq!-+x5ZR76G+n3#5kc_u>r-> zO4L+Qbycs&xLU%+cGXzRW+-*v@yWM1N26}rCYp~r$5>e{SHB)OUiV}BIzKL1C)L){ zQojbZ+pXPA_Z7vZ=11Xoa#90&m1eOC(j+@RpeEKtccGFk>6H7veaun?GDg-|0%MZg z{kHNd3z+7F1R$t23oBU#LfyPUOq7O_W7o=FY--)Dq^_E%Q1Oxp6oIOusH%#zThr?? zxh`aOHFQ7vEjJALXw99U*5GwjDlMCvFSKglHst{tRO%nr7y>ZJ!=>3%fL+$T_npM&TDzG*i4>)% zQdtOq!6_nAteN82+W!Bi>F<_fNs{eMaOsbkyGHA5a+8(ZdWW}wXGN5@vId0A(g{(@AkHcP7xJs5n;NLaV5OMuZmK@M zrfqIeQ)LDMh0x9Cn;<-*wVJsoD3Mpw^py=2m}E|Hm?SK;xd>UgLVRhdmnewJFp{d>D2}Wbdl6p3 zs9=?*XO%#-t5YzGGewqK@BdU)ix0G#zZM ziR`MC)SWAtWecysAfXhU^RoNaZd+l;HRej14mBU(1QJvR0=bmKl9z?h+;=tII=nK$ zk}hJer2xrPik2WC+M}g5;GzUUr4aLVpoIuk0D-7LUP|BR}HU zEV3q(P?)s5u3`|l$O)97<`U$&zTBI)O+~0KK^79Zh2|OoZd+FvW_e++wqq9fn)Cz^ z!NyeJ8MH2{ny*u;m_v;A6(%WhrAf)r%#LF_z_s`ol~I5eMM|WJc5Tb1zc8wlQbq?` zmPdSfvQ({!n88H_RJTokMGfYIc@-H|nK=W-XlkwB_NHTu6}0AC>#coC)C5KQ3ovdh zDd15dUi!=|A0lHaq+EC1Ub_Ukn3aR#=gf!L3(LlV*Zsh`3r$5)$6s6v$XblnOmz6=?#Yx;w#HSXDC^_xSZ`m*u?S zpK41#{y6N%SHo_7;kcsFssJ&A9-+z1Vi6@pnGRG|P9s&f=HA(jdDBu>R>+QDd%ZJc zCF#EWKfD&=MtP9(kGm698RQI2*>?pbuFS~kC}_N7HS6za0y(tP=EAbhy){$6Lk`tj z(bO)f%$h36*fp9-sLhgTs%A!Jj#CmzTonPOH7!G+X;#j)rdl^Dpuix8L|L`U07GG* zR)~bYFNv_W@6!6Lhpf=&T+dZ^W@VMW9*?4cjDkqqSXuR4d?rg$7e~z@qN>VO#e9V+ z`q8S&UU{dwnrOcr*8RG4vARAZT&zRB6@hv(*Sx;`c3Y5CQc}PUB@EJHrlw>%tB_4d zU1Db}x;HV6GBopM`xF%i8&!(+s%F2W;j2<_MmKY7DX8SCAyw*zl8j(nxu&|=)&deq zTu)@UlzOvfMTv!^bePb)bfpLfa#f*epStF224qO8iBQ@Kl{gFOqJULmB}WA!=R^^+ z2$h00Y1Ug#>jFcr`R9sh@9nt1d0Vxfs^YD=`HG?uM-xr1kq|-!S`a|Z+N%r9-I7c* znwdA5iG)tR7I>u%dJ|LR0105FMW#uqix8PHXB8J3MEELwrzow%dh238uk|DwRW+(o zWxVkewsc5_Povb_5j)n?Ytb)fnP>_e?7h3%oYQ89H)^AiwK6l;i0jdDt2!6h#P-%= z7RQ&aIPG#akqoUeKy{f@yUkl_(4@*7+Dn@4cK>BP|F|9nv9a&%@Ea!AHRVJEvQoUu z1~e&aSwOtoTjUZHr9`MIP0Y+Hu!%qz7NRRyk<)TWT26>)@4H%a^S%qca0*K+HJdbR z=qgk*>km%{HkamQEm@Hx;yM~79$3?tS-c7E?02y?@H>;OZLPhHm0zF#lk(8^vPp}0 zcSWs@*+NoU>~gHKgrJ#}shaJ(`kQ~ob6zvDxw$$W(~`o%oi$k0tRkv3Yf;LMoA1YZ zT~%kyb!{+h`yBsxhN8s8Xrf&vWN;$YC>pD z`*C;g0!=c}T3fVLsK~a#M1pmlnbM&W`62KBEo93Px6{`#BOCM(U$9A8IhQVM+95IP zVl0_q-I~1-ZHp7Ds!p!!b-IBIwk@)^4rec8)smPt8qc`m_cZ{BwM;QJxOr2Y`F=%O z`9ZT_Ua_{CW@$cWG>t81uB`KNNT)yu-Nl_8oL^eRBmTFMN)eHnMGk|iHt?j2Im0*IwlA=+& zs+p{rXPi-s%@0A>*SW~)MimB80=Pg00G>k(QiVdAF0)rXqFo$F|+`TpWWD)k$MmO=m<3=_XBqWHJ*~BBEaqA-0SG zO*1R{TILd5a1q-!W)WVrSg38Vm6$<97DWuz89J4c=#M35s@a6bZNIind4O|9MJUBn zYQVdd3C&1ER*7XRahU4Xc0?QqCm-Nb6Gj*wBg<_AJWGUhgX!*ed&W;|TP31Is;B~h zDoa;z2$0aEgV{i-CuHh|IlY$M2$|4DjL>)WBs8EJ3Qg0}wMTu4 zh(Ib{#FY{a5n1(9v`R)XwJ0W#Dn&C%MTjuT1Szmo12oK0%Bn&vr=(_j^f^;E5mkUJ zuL@P7jq0VdUa4#Gs>UL6x>0J*St%>K?nZm6Uwc12pMM{i(r)*1o;vT9d(KZk#NiZ8 z@f0(sDO9eEf-e@iHbto}(Uba)gNE{Lb(1JwtHrVc&8b2irJ{NxS{c*V7Q$CWTA@x8 zQ7vTd^AtN(CLIu?YSEcV5UeCpvW!rgXc1{A)$MiH&TeMbthE+)N|=qi#Zr%Eit4qR zbTp_}A&L~LglZHX+H^$~W)~7I1maiQ_iH32Sg8z=R_K@9PaAhrvCSoUKeA5P*P=R%-Fug!Y0qTwIl3B*Fl>$h%mHU-$l|YJ!5_nm<=#-DwD^a8b z1$a>sF7kfwvhw*gYd+~w0$I$@XX`X&5(^1?DL%ATT*qw>Y>Se`5V}G{Ue9Y*Q4ACj z7r1J3S3kH=xLzO;p$d&DEkzsVc3BN|_WTz6FDrYE(yt zk_Cn07OiD-C6Xi|3Tn;X8!hXyG8o_n0A?-K)3ivEt>`KXcvfzE3Q=Fezg7M$^mNO9 zjQ*oBWj(f>H_BwP!EY^7Q!dd|F_Mt%T?6!7#sX_8s|g&osKBQm+~HeyQx|E(Fj*pU zd}N-U0o6)ERsBGgHQ$=EV$N0Z`ug=s;hIokPC31?W8l;)IOGRlWIbpdRt|isM9=e4~Bs4C;CDs^L z2`}&IT;&hyFwBl^rl$N0^TN+p7QQA_+!M3l>HBx_P^eTN!1clg=PmV_|fPWv; z(r4ho3N?6xBoR~*I;NqTy7#_l8Jo;eqhc1SN;2RQy`>0M1WS^jsmNABGv3bm2vp9p zwertaR}0kUV3#638rBYkfN3r_dxs*3PmlO$60d0gaR_Gr~)cl{%Gentm7c ztp5<3(1$1$t?dsftyG{&0=5#F#oH_@B|-!a&Bcru&XDGoFAN5o>fQ<#rnV+DO~us> z7K<&-DBh{$rd4&ZzJyiTd)cS|Q-aDF+03FhrNqd`hye*PNJ*uEl_t|5*{KpD<~Qqm z>wB|3@!`?59u_C%0X}AUlG3xPNQXCc3(0g?l|j_^Sy}{Wl!h01qv?_ik%U+?(?&px zTl#t2AP8>sLkXFMx@3?xdI}RW3Pr#qX<5Qlgxg85RQt`B=8Rk^A_k@`9%VOa zPk?NcF9`saLH~T}*J*&;8+2DN^9NY_ei;oQGwfBJRp3Q9dwOy5^f-UM+p{yl3 zn}yVOXinksf}XU+anB`VwW{n{mwO*MSk4+7Cl#7Ri|Jzd=uNN zMCX4OH{{9`cn_0QT(+eB09UZ4RVa;`<{|E>_M(WbT3No`Hr;CBlih9_;Pw2Y=LkLq znfC@%)OhuE#>~`}U?q&;?CY)FkO@8$oUB+IP(_iK!BE%V8%*^eI8Sj+!Q7W(F2* zmB{miPx>NE*t*(oq8SjSW-1{_Y6e}RduR%p(<~xZF0DMY?dp&9lp2bmlB6&6Y@bV8K#^qDi)3jPTB80IsczpS7cyFtm38Lz zUI&q|G~YxIE#ihA`oEv(jW3 z3V^ARQ4FM}TwsD-u_GntDmQcI48TN8MU3#;dvwmeZg1fncs}Q)H9VrKpi8y}6>m<0 z7=W0kn~wWt`uBZIL(}#kci7?mch)6Vaa2)YqRci@ul3BOtW9(ic@Rqjm7+|#0 z)+94BMgua=5Y^Tazd)jzihOzu+nH~2S!$+>SfFO$AXtzhSxiW=mRMf?Wp)?wtXVl* z9>x-xq5&AIGo+Y`DHdw~;FATdO0YznkX2O>hY$oQBv}DXkVPq7qFDi!nV2}z!-s)I zy09!H3xK6{i&PJl0hrPa8ku7b@BZ>KK};I`n(Ko^^XD7K@8zp@-Qld2T<5XIPjN)y zH59yljJSyEuAiLsJaIi2>*z-{gB1E3i)>cS8LL<-DuUks)7t)=_7O|w`qA+weZ>Cz z{s}-z5k@n8MT4b6*Hh$aSkMM*nJr2K`Z5rgXh>2Dut2Kd?fcG>DnS|`27$^VM*b=K zYv13rvhY)784t?g+i3(x&djP(Z8S;KpU``Wddqhck@j%ZaqhQ&6^@iI@G7vVDM$Hx z`BDIyc}0{e++5jQH&=!rn=cfb)0`*v-j}AD(paxnHUKjf>rV#c)GAGdsKKYSS%pP+ zX{Hbgq(WZ4W);%@p+~LCBo|Gv+E*ixPo%NZ+)T-QO7`w5+GjR3@BPr49QAy=`LdQN z5w%{kp=y*LTZD;FM35B`ugWynWL%QNWSL1b1Ds`ApKGnhqHJ$du8Gy^r(}z)6`FAK z4(TRvgpREJsO2%s0<9cvNbca$jW48xit~1gybM~tyzMX z$oklBoh>~6_BQT6*X>b1x99zwzYPAN>+hfXeM$)K=2ov^!dh01#FU zD&*{?S}Cu{4bXf7^MCrOxr{yIE!+2K-vqxe`R@21oA*)3kyL9iq)L?P-#yP-yNmW6 zVZ4w_QWImg1z{g|-M{H=RXp?0oBo%{c1;m)z2DuLc}m8tzm8BC3nQ!Cw#}V{6K0~; z%3NA+{peD*W|I}nBrDcR#sa@3R5n&S{I8tH zx{$TyIy=tRmyqXto0d(qNeCzzxnk&Q$E~RO>aYTi7pB?fZ8pEL4E0%jmM9>GU)cVt z?8t8ViZj>irDK=c%nIE^rD?JS(hKL_t)Zc6 zO7ioHTSk*`&8~Q?pXZ8A`)0Y;62eW;dt!~cwpg8TYtM?R>;+J&Xl6&>{~A9jT52jH zrmkkdCie3XC89d5aVD>lxwMsh`}TSSLncvFF&Bze&dN-!GSGAtrSNvUo!Zw*PkEPi z#GLWd#<`qoUx_2|P7ASzB7J?c_2b%3UMJV`)Q*zCLhZAj!|dpkwnWstcQtG=u*Xvo zr_@;$rf5yvB&}J^^~K6#zqP*2DT~x*S`1myr>00!=M`d0aDV$%=U~Y)x#qK9=dG>b z>zlVptLjOwCB;iI)Ye${!HiDXUah2(gt5M>3Nz=72G#1_GYvG|+j?f2NO{JTj3&q& zKZowExj8W?V(x_+=X@K7m}Ke9xnlL4H>h!SJ`d2LbMkuImUzwL}ZR8jn-iOrPKhCBB=L!9Z#MXU*An{^X-q^zWn;%gnQtp z$R)ZU4TttL-g=OTI1Dl)VP}xYUWM)=+ z(oMV>{zNs}PKV%>^Q%6#h@(pVO(_B;QHekbYi0FF>U_c7BS`dO)_86=FTC8gh+r;? zWXfvjrV7{6*K7?J^}@=B$Wn<{SBW4*Ok9wg2^B*0rfY&l6*iYKR|&iw0*N`3?B?vw z(u@>}(p+4E^Q!Cd|Ec%?&C(@Kp%}NA1=(AptcFy9nnH9-nN^`_?r8R1^;hkFKI^=! zX&XDDRI)O&LsZJNP?cgxS8O%OrP4GruNlYm(xwjEZYKAb6(fV=$@mN2dhbK#h!G2} zuC9~+=nqPQK_e7YgJ(y=X^zHBMoQUD_uZ@*iGn5+6nmX;l4MS!t4b9jN=^6UR-d0D z9p;h{K-t=QlenoLZ6}F%UJ>C{ip-j4o-Vyf2C?dlD%fUX*Zp6NPi5_C>Vs$^P2LcH z{i3_Pb!}Zxa$Ws7WKecBqMLtR%%mchM6j(IL~@qSf8+SU$- zEi72632RbksS2f1|Mm2>>mSX&4%*>f-iK_@^f_TsW0Yv?K~1$V2|-j|V?GPE*_$bJ zGA812N&E$D+P*~8>br&$pZh->s5u!ybD9@(MWMBSgL#aBq9vqhGR`so<@V#OfKzQ- zx)p=^EIf|P)#VZt(JQ_+J+v`vagtS4qRH1Stt5bHkInu~bVvQkO60Fn6#UJcpjC8I znNbK;l63DP#zJOh(p1#|O)^LT{vxYa1(_^Hk&-GbB$=WL%T#z~fmsAzDOLbVYn!HF z5f@V&-o(h*B<(Numk~L1Xj|l!xWq+wb9oM)m*mSG+w`a?Uxn1kOK81*<_i5)uWXTr$ zy$&@mxpe)!_S>h_C@Q#Dv^5Gfw(Z1}vFmjQ`{+3Pj9w*G+mB0#?wYY(>;1Cr^VYAw zthUa~DXTd*hK-S^+`D}pb^G>76&!E4wF$a@`H};ZwP`=>&>%rMG!N!}zcxYC_n)~v zVp!3nt(k2LaJeoP2!kd$TyEDuCgJ$YwbKf z&Z)BQZ%dDO$adM0omXM~d*+Aiwzm6cw(Er~C+_28YPz!HCf6DuoYmE~!%(5h4TIlC0d3%1zSM~qX<-f@ME8;q}{XG5}X>-XF z?LzrnSZnA``M&rcy4BqB;h(ad%_ZXq{ijvizWs3ed_L-WDvYwH+&7P0(E|r+VFHyf1*5JJZ*RXXiuv7dwmcTwal381b%3N6dlj-h6qkz1eQoM`Fa8{?Kg_>_0zpW8AkwZ&$mQi}CUm z`i*_3h0N!^)@FS+`RL*LC-#SRiuOz&^rc7oZx}7@*GE*}YuCa=JKEKMj+{l6Y&ZQO zLow&>iTva7_wqxwVhAJ-@7; z*yZ@=O@4?W_!Sj%O4Tm1T^IM2nHlCbmXOe-S3b729AAv^;l{Rn?`?3{rf(;iV%c)q|QlIRSl2DTYVgHx!v%~ z_IUF%-nRMp%eQ>*vHQ%k&aYk7xBDaZYu)p>$^G6`wz=9hK!j-MvdV9ZC+e$X` z&ei5uuP@+PHpBsm`+EMi(#~fY^f~OLc}(+_onyH{j1Y|=-am6e_H(HXTRnzPx-KH-MY1qgZOc?-;VJ7 zdMJL%-R1CFQ`bMJ$@VEJYglHG+&l2bQafbZ)ea`3F zWNRWBk4KJ$rq>%D@2lJ6v*V-h^Zt&b!%-G6#ujL*&C#0nW}8VPG};&+JHx51d}YvXeszf5l6t^BrH57iC&jg3>&a^&T)eueMl zxe8H}SLkgSa{G|23O3_R`Q2Lo%WnHRY4zFLSGyhUpYG51D}O1Lv}@HG!(i{)eAdT0 zF11an;(YS-hJUgB$nD8;MNj(370>JT^uNUIH|*H&t@W`+UOd`2YsblY+TcHhp!9(@ z&0MEG0-t6pvWZ$zjghlQo;X8y@K~)$GWfM&;3Vi_jSkovFf+b zJLFU9-_w8d{gzF&m)JBsC4O#pe%?$$&)Oooq#aU6oj!i~_{IgPaLeY|tU9u#{Y)bUHuNzj5hjqKo_=lpoXn zobmzh-`;wqi8Qr@fBF{Y+jVKqt@p2Q`!f9YxNcLYx2NzF`Tb!(&;D!;-|6kr6Mpu$ zJ(P3hdGc8v+m@~6^!(iIj~2VjuYksyyR1W6e*JpZBf8Y4s@$ivA(0p=(BD4W-$oy( zZE&6UiGA2pGsG-erBe=Cvvcgv^)BD%pT`!iGB2CgO>wtIZI4}N7oW4Ob%?%~fH-Zx zu7BN5er?E`IH|#&+}9;<{rBq{+78_IKjQcPmv_GX>(Kus^7pk?r{AeMr#ZOgQ=jkG zyJEpEv8KLTD`}TnjoW{r?)9o+$?o_j>t3sIN9N_EQA%Z!WnwT)_pNdBj~FTCde!y! zL*pR_W`D2m-{Mz1d$5JtXDqXdB~5Nk8rLZ`x7JnLAHTG1UEB2tXS{XU^3?NpiMRUU zc(Rvm> zfoNU49jvpO>%K$wt44s+5#5&5enn=P>t?o7R(UbaWl9aK6so$L0k#;d^{A~NrM-HG zC_AtL)_2j;k_f?smI7up!S-jZ-)_%u{=D)n>)Vn99vmh&!@Y{iqcSva!mjnlF?UIU zh-)h;H7)B@wNgoNEYzy0E4fhfV$Wf^ZT?;HLu$|UM*?mGRwg1*k>i}ACR9QT>!~pt z;OYh`kqC(u-bIsL#NEW~Ov6;JmdEwl6AMb!1z^W|B|yxeh{%?7cX3aV7cg?et)*n3 z)>e+PBk*T}i(oPMzl=*IVr;WCB8)25R127{KoC@w)*8h4vgxG`ugW1nSQXi-Jk^@( zO6SY%Yo$gA#focfEzM{O0Ue77&4rTfTSQ7Y2+MSX;auxn4wrTl7nt@&Z9wwMm8(;U zzH%;Y);9B2s2OL7=By65iKqB1uEkZabV3Oc22kB@+GhKIQ2y@vA0iK_->XC!-gGi5 zM=rTEm@BDG`{8>WB2gk^&B!_3tiir-?I!>-V~&^|WuC=#jZvO!CXM3m-jh|OAzR`r zWfdbQS!D`OwPuhHt=2bc>0_=8-rAec`u;zm6u7dWSrW;WxGD~ZiS(#_r7eI&E2<3D zZVD=aa(88=xDZt}iecqugqn$|#OL)>$(=2x47qOo39g@iAKM#bw{%FLC~_0tOjz-; zweBjmMgdi?iqoMnce|y#_aav;x}kOLxoNnNZbvtA3Mx$!CKWGRf;n1nf;7>Okw@Du zX4VSf;^25J((5~ljO<&ZwHd*PE+N|{3MwnSpi_9IsO1{#zVB^o9vLem1R?7|-MikV z-+Sb@bI$P3cIf{8ZzF$3E-#g$WDsgh$Wgt)H-$M0E?G)gm~T&_i%S!sQ*_1M^e<}G zQn^r672A42W=70;CtWo4+If1VM3ZyYb@|bm70G5LVv@#=5UqO(DP6=%fU;g>z;EfZ z7>(5|n-v+WMn#*;C@z*smQ+ks6T2b`3g~(@-+(Bhn29DYW@t%KDl=n{>wihtA#kU0 zQ4vVgoGKJSi9O*VKC|=mj&0}O+6hcrlzNUH*L?2!k6oEcP_wiMX2uPO^)^-|uR2q* zN$inr>Ld$%iL*na*5|5m)BjukSXzU&a8R%O z0IsI&*jPKRmZ^31x3{nB>+(pS&t}q7O3@5!siYB_$vLM|d*9n_XMV04&;oIdsp{Tu zpmarLR3;gjE3UI#T|?DGMAXFuYE@-9t#H@6h4dtKT7$3BV9jyA-+(p7stA=Gw!qn; zvM|O&E#LP|`i(1?6O!-Sv1y}O5oUI@)=GKKNYZ$sk~JemtZX+^3mt1oF6$1(tVoJF zEK4g@4JIo&QNpan+mCNBeVH6$21%Dqx6%rWkba4p*%Rw}>HhBC&KkLfGRsT_)Fwu! z=j0rj8`}<*Wem#4+>cSiXC78+JMtarkZX?xwK7F7re;&wTzBv}Ref_6%vzZ#*1Wlo z7d2AQyEF=jTuf9ecj=oc)j@cL(bSUelErMnUb0H1c?puK=Xn++cWX^8T~$rD{k^Ru zuUv^-1%RchavVJhNifS*q%|n1NL@rRr&5g->q3+W*Mn}_(1p6@th`dD!TtODqL0jB z8k<#B2rlH-zMtca(tf*%$W_m()kM9OB!g*$LLK0YF-LZ{?z`P>C9-nNU>2>1ab`%c zzlb>!)PUT28_%&mpSHK-ZIdNfwbp9;4QJb)`++s%f?o(foNh(U+ zm%q=|tPJvtl*LtguH8gMBV`Q%9U>~JE{b(&t*w?Qz)PjVLN~Os>Lw;NfDVCZ7doXC zLteS=Qh=h=o}Tf%E=Y)6g@3Qi;1fde7#CGLiM38?(X0o#Cf?fNS}3WC5>-kPBG0Lt z&TJ!8bfU2Vfnze8zW|d2R9sa{W(3||^iu~6U6A?X;xJ)d>{5JW1u0 z4y1Tm-&Azyf~R(AgUKa;VKsr;i{g^)Pxim;xNpNwf6TX4w7TYe=cd(A(AZV0V-c z-m3Dca97WRn1vax^rPzLch_T$eoGPt$duD@Tj(KdJ}*_}k1)G)aIc ziYNp{g)QB;T{RL<07Td59PL(rPARy-H)ba?k;>8ZE~x_a)?L;@P-q5AsWnSvzgg-w zW-#e)pS|JOGq1{N_wMx%V4c2Hl_g9d>$)zf@%DaHBA`{3TB15t!gXwIMK+(UZB-Wd zT5C5PQW)MLwHpgGrVt`)zwew?`b5XO>Au zRSDd^sqN}w(iXmEEkkcdYpRGfbDYa&T#l)xt!}lzcnZct-l9CNAtG*4A|adZcl>b? zKv(sSwPenN(sx_kDv7m(FclM4E*RaX9;daHa{Xgt(iACBt`(S9-`}8&%1q88_Rm@q zI#h;=Li#i;0@EVqQfAj`qG~nkdQM+i37RX-teV0(8LLW2QDti{&UwB(k;Oxa7L*mq zBp^!B*6zm@Yq0>caw$>LMCQ0UrU=92*<08F?)ubT)n2=8Q)~w9R$bla9Tf0IgESX$ zO%~+bqWygIuL1FSW4v{#_IRHDIg2{98Jk!q7I_&ba+Gp0OQNZkc^CrtVMkcLRBL7w zK&%2w5(ZK04vQHz)4DcN?4l}TQ@u%PVJx{QSMLphk%3}!s~k1Q{}LjB9F$e!bcb}) zy>6eQvWaK)RF^bO+-R!@Dx@F+O{?XGZL`+bf5Yip$;QlrK1G@-%W?;VNahTlD%H9j zH~r)DQ8`;zvu$0&(3&3+#W7?2V?|IkYSOgbcdKfJS4B?)6?1t?1GHjKb6_gm{BFHF zb)^Zikk=~ewo!8CnkHICt(|H>zTC#+?k3hUqCKZwXXZt zcb?aEeJJy7KN460C`@ew1TYhtEy+@EVpi35kYwbHs363xTWhxJ@09TpdnkrsNI?`` zuMuaiAtK2gZlPM{8d2p)2-T8uJ*3k0;}4aYcg$Mrv!&bP--Q0ezki!7E4qXmP(@}| zh9U0;dWJ|Ez(S3N>J@^#Oy+AF5G&VMS!`zAHl;9Y<&srS-PE4u8FrX*(`iVl}& z2F@4@A;(R-*%E=dD!MwQ=VYa%LCVEduzQ;;&kPpO)TkmVYIDw1@8R_rFTxF8Hrx@y~uJkN7oaqpXnI#(rwHs?otjVxH>o>dsRDA?Zp zKQI1$qDtO@8{|P=5-|K^c!rg1M5AE|FRAwDL%VM-&D4c~Fax`3?6$(YSZT79$&8t$ z-Bn8p5-KE1QBbXA@1mKEh&Qz+8dY&Z%ZMFf`>S_NF6a=JylCXoinn5# zY|Sl~o5DL)A2NuQ5hsCFS8HDGaMqJF&`}`>DGoPF=Yl& z0<&_?0}qSa1RKQFAsULw8Z3(vfrxs6QiZy#LJ9B6SF#r`O$IF-)&T-~4^EU&H@YT1lE{ zilk+A6o&^YG9?5A6eY-_Df$QW;RzBH!=^koyQ9`2T7(1uSQ!HlX_!yHisU-BYPJn! zVRq~cP{pjdN1CEa(ENBFpW9gu&P^HgD}2>ciPvg8NGxinXfiX90s$?CA%yiJO+%gD zypTbxaEO~uT@|yWTWDLnY-KNb5%V*r4M0w{D zZ=(57r5MN*5lR+E2{pBI%Xr3`FmHB4HqHJfU!Nh1EEV)Fx@yLlr~5ZycSy^ZMpmks zD216-6{rl=aFGxStKGmJxyoEs+|g9F>zwFnzUQ20#ktmJoZU(eX&-H^6|q9ehSFwR zm#x{+7RD7fp%Nog8-BfS{ZW655m#N>Kj2p6wZ>I{-P;c@my9Z^kj%`Wl#2?)MOB3r zj9JztEcN%~%U-eUbw%dYq}AmxPf2(gS7v5qX)Ni#9Ti+xbG6n^ za=%@zhvmA0kL=Fwa`~%!tVi;;2lO?rII*EIE@2HQ(Ib$#KQwYinJ!iNeHQ zUlq}`R;&gVvb>a)?xh{N!F9)3HA?k`eXLFEaQTCu8&hP2$Lbah{i-cu;}f-l8~1~9 zgNVuMhc7DvAW163)r{1n=0KIZ+Djz9v5q!u|Mkx@5w~u(OHS0&GMda`Q5>?B-(5Zg6+mcTqV*y~khR~08f$LiEKjIyee?btA|`4syF(I>f>M^5 zZ6->Ykbo2sS=U^jfiIf4Z))CeP10szuF5b}d))=HOeBoe(FQ9sV^sl@jE*Wa!*potjm^P1f@%GR`86jH$uAtOOLWED9h6pjQc$*Mq3 zl`s!=K$^ghdS^Yk$Xt+8sm08kQ;spKsO}B6m84}_<>%k7_kaGy`tdo=u|~ITZ%yXZ z_1I`8mMDs$8MekXDUq2hWzZI^uyvs`${~kiqpZ0;GcK|1=m+Pl6!AOJ*0pjCRBPTj z|09c2_p5i*nFYDr@ngIHTJqD}&A*HGsQ-cafwgJYToKjFHnC3DK!oPOFSOgX?-7L+ z#&Bd-z3EmjB7&O=QZ#5kXTBXJvzN9e; z0I}y~{(fc6nUbmEX5JOPG}~EdFOt3%Xpz1Gg?W2sw!iSF=(Q;i@LIEj7x&M(-#s7xljGMx#$u#@<;(}Mz8Fq zm?B&h%28PZxvZfaI26L#RWEaU8DV2Z-mWsmI-xWvMf2Uh2re4@Zx1-pG zQm9peZI|PlOlmDHSXqRFRXTt~rMY>jQ@AUdh!%5}c#4!}A+$&pY0ZF6X04o$XPjaJ z2pLkb31nV)UcL6fUia(q-2 zZ_2%?Q-^4&yYYT6UMo&=pj^01fGcI&xV)&5O9=(dN;J--k%U94q*Rs@S^_&EFZM@@ z3JQR#v|cl~f=i@Gn7PqW!k7vxWylg=+63w)-E&hc0R`|=VaL+3S`2~`k`TvnW^_w(ntpLG7X|9RcP=E?*W=-?W znhO{i<_bN>c!*&>wwLi9tqBA=fhRGjLz{|nAcC2NO~bdu@S+G3tSX^9q!lC!YRz5S zrny#eC4!>k?bser;@Yj2+^%vkkIkN?{>nj#;N@Hflp4y3AC%b?N}7TDJ`hQ?M&_6?ya6@eS9&;(6`5S|IO4*b>CGQ zBegc6IyN<@22m#R4+N1Ew8lqe&uB1+qKOoga9(70p?U>Nw6~tNuDW`nC``WQPgRGQ z8FFS7Um>y#At^%9lq3lv>t(5dKu}2kIpYzaO?jC`=lWB2G3&W%Mwv3LmWbv>l-Ne8R>riJ+7Gntw_|*F zeekwpg7eGw;`^FU)J}BsGMg$(u>jF@N2zDJq?ka|X-eIiQdCN`k}LsSjp}QLH#173 zIwT5`0WoH)U>0CqTcml`RTV{ws45DNy=pQDfMSZYJ&s$AJSyIL*S zS}xk43%FQN*W0~!AJ58oEuN?<+L{^`^TVbVJxqedg%tB$mo0q4Z`zK9%<-iX;w?p* zuDti$``3Y7qaO1ZZ+rdt`1oAyS^IP?l>|r>5WQ|$8n~&xK|2{s=0axsqaC76=2{qI zSJjd_m+^0`RQD2D$=o__dt&>DG^s9VUENjSOk@x-=#f;Q>+6q+B&qE{dg4Xv(HY9o zcy)dIk4h;v@lJU$%p)q_TQApe4Fy0mxodOLpT{r)3xK5BS#!E-^Ah2Y8_rn;HuK~f8P~|ibNkEIa8V@q2!-q! z9nZG5ywsq!36vQbe-fYO+`?GmBo^DMS{@=4hksC5J`+(!RaLy+ZJTik!6GC@>osZa z?N{YD%2TQ-!g!ZDYF+NiKt`#Gd24M_+{~=eUeX+I+8E5|T0xXVyzlFq`N;Q6B>B~4 z-26URYHnK8T39Qk!PVvcSmz^Jc@u<=$IzTRWa3$VXxkxD918#%^!<9fYTt?M{o(E4 z?LL>tybj0}SqbwUGv`R>Qut9$s!db{7tKy<${5$Ly)`dc6_plj7J`7ZYtA_n-do#E zDJaa9<$6>mGc~V!M^)Bh;9UNbYOpS?n|P%{nlwb)UbknEVkIgWRw;Z(fHbF@ZQZ&p z$;n*jkP0#rDMaE0CpOD3jV~W((&aRW1%~QnfH`QX%~TcsO2tTPPfp3r(!M7kKI-v`;$W{bP0R;ijB;9%D32H%0?Dg+qfWoSx3Ykf1 z0uupiskzR72ZCf3vYMi6HY~jLrz%Rfi_eu$45}Wjc9#xhT0shM0Ys6SE6cD*gYRBd zk$_0^)@aMJFjQ3qMo5IC@V`bq zU+I~LzL`WZQWqO2(5x0V>+hl)lEujMxGc3yd(WuCLM|?u%lI;8ck^D8#ek;>SxaJh z%^*4<3sq1vsA!k=TKXfw5I_M{$s}0^A2A;5`~j-&oqZDvO3D7N!*UHU!e@bSD)bgH z)*O;AwPUFh4(O)Hm{m`c)l8$v@|aGbK`JvUVAr9pA_`SI5W=d=sSq`j-30y0zW1X^ zjOQ2g%3{XYny=?Kb+PX52V`T$YhRP`(6*bmC_QV$h-T8gBU;unq8XqF5x5ml6hK|X zt5`%p~f< z_4^HL>@htOl}|0Wx!W(zL?#6)Dq$+!Jyk2UmqE;3v`Hzo6+I=mmO5sMz|aq5#Q7N! z?Yw2?zRL^e&GQ-OC+t(=o2FDT=gO!GqBWLwoRUpth9oPZT&c|-?3-nY49uZOF+jy( zQMI|W!=>R_SEg^aw+_T-6$_Q2RRGFN)QomgjN+n-QZOqnR;{dBp)`}Otje`=$ujP^ zGDJz|R;;<&)CRli`iD-L?xF)#m4#|Kn@9B2P%PtLfBIdFknVb6?hqF1JnF zigVTkFeJHoZN>i2{NsaPC&}J?SJjn@T=Qgyp-kA^v!rIs81Hve@iB7LY}l)+D$Ob; zgi>my&6=2OjK!*w)z!Lf+V)|Xx+K=bU}mC*=@e9nFfBs}N&qS_l5;*Y!%WSZ-Xn9l z=(g`<#fre%j%~jkCrMXcmFHYkHb^&SM8aHJ>%yv-5?4)WZ~yGu2A^|9azkm(k+P1% zT5CZ|*KUrL`E|v}_*O{qq^cSvinGQu=5Mk$y)*Y@N+B~BFr>AD(o4G-^*2+ryNqj8g{2=UTP7l)LYJqei*#v5Mlz|}w)gFx zwjj#Tj7k<^6c(bS#LP|2Y}0*4UcO5F;vL+d_fN znp4DD7tx~B%;?^vxf0~6l{8fs3s>poUd+-ekgvATdYTV4f338r)ZV+jU4I{3@ZJDj zW0*@*3-ZT%*LC4z>=I4@m6D*~C7ghehy`lx&G&7~=N}^{Evbe^pik4USm$ke(PnwF znIGF5J;p;R_svV?%FMGZHA*N2a+tkU`~TDQFHMppOO_^f_#vWdX6_!5 znfKPM>Y73iFpZwg5H|Dwe*y?wVAD-AJzZ7zl^GFkW~w5>%m)k0CUWwfJ2|V$S}rYe<4ku;kd3dLG;g^k*px%-CB=K~Gc5X}1n z$k8qxmo3i#GYVn_DJ3H_>XbUflwx>wso7MEZRUEeSr!m&sv<%$x7I5H@a7(3i?xtu zC6@2R511PsrwEUsl(w8oN5VkaI@ZI7i@(Bz6j+ z%47ioL|8bYRK3b-7gH^9$PQBzpr)vvd1^^!uu`33F5WUa#S#Mr)>mY(s^m$qZGibK z%(1%q^|F`tbkqym%&;0nG1}-ohPKH> zB+cqn94KZPS3j#=rC-6uh|I}+K(@MIHLEH?wa%9>S8cSy84E!*WOA*!IK-rji_yeH zy_=g}giER(&t?x>9G^0Y5MGWK?F*`guU{~GM0;W_s$$3Mf7411w^p~#Ra$mm4$PaJ=j8Z7^^0X zqsiv#MFApUiV|qC(q=L?Vb=mvGLcop08y>PKxI}`iMpFh)JVc-*qNHiX0&F>HmdDn zCvCArftf>selwR&BU z>>)$3pqG;h8?6h`Q_oF$!32a-wJ8kCYbL0wbcrr?(@N+OmH?tuR#pP0B5QiartG|) z;A{ez*RZ2#eY&sYt2l)O%saBjvayc0z0q2Tr)k@oYpvSo_sc|uWGPdaM3g&KIKZ_5 zqQ11v%}R>8!2LrPH&SZO%B2h`MVbXr)P$&%TdL8UbVxKUA*7Ok>7}YiV8J|?0NU%q zYU=C7i``76A!-&QoVqKTj{}Kw7t>0vQ?~{aC=D0UNz1hH+Aav3bX}2inRWBFshv5P zC{f`h*Hf*mX)=I%0X2%2tU9M8T9#IlIaxX?d{gdwlwvKN8ExlV@e?SZfg)leQZF8c zGE-y|-)vYbNw@C>OY9=1ER93fgNtmtSSx>WR1}&>0y82lMoHHsn0y6LOC*F@g4=mP zH=BLmH@sn-srKAAU-9sgP67NJq9w9C&vl;xD=J;B5D;(UtOj z*|l0GWB0Fnzws4)yGvakRTa4kRBJR3AWQ4IF>Fc`R#mAOLTZ6{7s5dmiWad_f>NzK zvKAH!4ZDd3cGa(I{GIcLb*r2upK2-ihltG!czwj;FU>#63y}WO<1f z7G-MCc(T*sxL|x1A z{Bn~JjO8VJYc!wK`hEHbS}e@xS|ZnGZ{nNe0FC7+dpRgnAgbVROKeud%Poq~T$(AU zMwF_uSOc}PW`MH)(~+IJE-ts3c%G8kssKmFsoJnTOezia-r^S3MS%`YjsmPodAqC{yDAsJ1&cI&#?c3C&c z@<^_lDMG;&w$3GKu4WL)Wi7X)_4l@QBF3E7RJ~QSF~sLlY9%igOYXh7*@{61>BX(E z8M(p*)Y#rYo^Us&Q&+XaSkKVVG4CWY%$iJ(nU=J!WYeg9(9UP6-8z& zEgH)}SZO7tl&R1ALzFI|Dxt@EP1aoczA+by3b^QIy0cekfG=O!LF{v;TZ)KSr(Kd; znFt?okj>~B#Pcv#uf0u-Z9q$*swxCgBqPocJY$OWQbCdDT2Ww|uCttqBxSN z^-q~Kp3kVJ@}|}qO9fKt)-oxA%eE7%=e&g8Q@qq@nnGrJQR!W*au+doiWrT_sWlvJ zYiC-PZo2obtg6i2WmIqN3oWP*(E=7|B=ty-&l%qjHtBBrQlIBylcAwj)R0snxyQ-wV6p*EuOvy+H0eSUPn)Z7O2;8L`wPqw{Y4pMqI3Z2j zUTWg6uB)a>iBO2h2jjXsZ0F<2zKECqwM->pY?gwGj%AsQ(ke1bjjf4-;3`ImFO`(G z{5qJ0-(0KNrOHZ8_Dk8vTDs!@43T}iK_GFrUIk6FWBg0i54(Tb9ZfH87dCm?r?kh` zF4lrLVuj>YtfBv?AxkoSNT*VmtB@tu#pjH4F?Bc>bU~Ljv>pwO}teBJE6f_MMY6I*({wU|a?PqQ?7b$Ou(`yR?#YYMReuN$)R}n_9r!TGj`WgvnxA<|QHDxdrm|kRJ-96?mjMZN z1-ft-d-W9{2Qk7|yxg3{qN+FBY>#dQmqe|hlC(mn9ZSfq??CRNo;#Jwsr5)iQ7BG~o& zuE&MZG~){5$a}wG6{#noY?fQ+;oJ``miHfR(>bCfOV`y%kVerIVGloatlQqHTX@ za4p}w!N8iOg+&*|b_q|*AZcb)n~>-E+XhJQ)RkRLsB&xt)$Rh~1&ve2IToVi$}9UW zo3!I(avC?6%c}CLnE@EFR0$E15piW-#-zwW2v0Ln*(Oq*683_~DMZ*%P3kYl*&9>F z>Mr-wGNaji&Tix?&TEkgn0R3EL^QDv{MVBa{G&k!IbSZ=}yWe%^IzjdZHh zK#w(RWqnC4Du_tbDlsuZZ|mDHfSYUEmt7u^g#{V?@C&0_X;)J>YQRuH)J&(Cx;aZ^ zp`~2Zew*KKo4M&+xfaxyV9(TYUo}l-+r$+*(}kP2$7$Bw9jG{FL@kzqR(qSrA<`-r zBDd=ezKx2#wbD8GT!H%iu`E+4T27frx!ks`6AR}#M|kr!MLS-x)s-1CgT~%-u+GRx zS2YTNWbQN1?F({ye;(Gy{mM%J`uy^n{~NvdTID!WO`j=&ML9rJ|CuPP zN2`YoGO==HBzDGm5M6wel$kMOh1hHSmr`OVMN|okip%_(tc8UO-)~p*d&M1sHqK_& zr7`e$9s{Sz*-EA>OcLqH5tE|GzAF9s+;6hsvSwep#A)Vb>$!fC%N@>?+v6!~{jDoa zzdpua4fZ1_;|m0IH6_0s!C%Hw$cH78oX0&k2jEC1XS6c4RnAuBT@v3cIwo6G*g z&&Q5w+(Q49*T290r;`7k_?~evPhy=BzkSA5U$~21R0W#UMX}UXKYl#RO#7Ci1%1Jf zq}fOHXP&a^>Ry>ShqiTfhF|(^7eA@b!dXP5Ry24QX>R*kvDVD)O)GLhA%ap9>86|5 zFqG+{eN^33bLDJl7TU-1$5Q=v71s(^6ZLXUu`|Hq^R484vy?h{b|vxu7k10)Lgy9tE7I>CL$0q zbuYaHwgpd}XF;l&QaB@osnsmkqn*2XmK-CSXlp$MbDZ#Y#B6)(ebe16DzhT0HlLN{ zP?s0!>_y6EaK?DXgz;nR%01)ZqVpKs<(xHg+b`Fy)}im}{~p7jA|}aV($Jdu=JM-z zYYSSNLP2>Q4s7}M_W3v>dAaPn`8-c$y6JI#waZU#GjpsMoB-51HREkxkF~y0n_WM? zm>7ONj{m7SO9b3SO_7SQJWZA^spyf`yIWt0W5jWs?aR@8cWti=owj$enp{$?YK?hJ z#-%xv3Nzg#W@T0m)MUNJ(}HMv$$8FMs&?tyCda`nK}M|*Go+$KL`{NOh@@mjvPzUv zCL*pdk&voLbh{YU*Ew})6T=0pNERflceFMlp6B^-yOhjfx@vuLit285NUr++w%r^u z?$1zd*ALwGiHh9nS#eNHK#?qPxj}cJlEOelTI(CPn~BZGU(BkRk0CQMB4B=4$6TpI zYpxeLjgqBe*1P{d_4vQ++qoa-W`^tbxUQpp-|9z~pOu>Vz`6*2)^@>m&hImHO(~I6 zS;bWZ>8KyTQ5orp2DWelYb#wO`p=z)u z=nzj~$_(hwauN8_^+Je8RwUTF>vpEGb>;Xx7@6k`(}E*AHP2C_jYx2 z-Mg5~oNdV_N-~qmdUN;NP(7Y8W;D+YHtan^UDh1T>3-`f>ekh|VTE3-tFCj@oTa_5 zE{i9y&1_lC6zF56?aF^9X#vyvjZZ>p?!9h&|Y?objR%slsdYa{moJ*Ce z$BfbHVv@e9p&BiMsYH3Xs&ujD0^veZ2zRwurfq9|#vqWY+^!iHRCkyZq>xpSYp}># z>6NcywrC{?0EE4p?fYf!*B^7OwR}}ynX`_oNQuw^5eN%aP|fd|D&kcrG4X&el=`J5 zi5L0Dd)u4b61`ye%m0C5&Sj-EQ1+_EdBq;C?z$P&Ql)eS?p&AKv^0Utzy!nL5LMZb zLIA8_RRv2-721F*AcdmP*ZR_l-5`XhnCWh6g-I$YM_#8@0@E@OP!XUKO~0HYLbaJ% zYZYsR6KTU}H_yu#+phBD z{Bz*P^>bWso!6hEz4x(+wqLh#(Z|x9{g!=;eAs&I6ZY(<8K3|nUpurKoX>f$dfyf< zEA}|IswO6ERdx*ro9q{ApHE>G}aXIuBmCp9`nMNjw3;|JE2^|SVC z`91Jmsk{F4?Ef^^nDN`_=WMLPTI-?bd;Z59pIFb0zLCtweYNlLkH_1O^vm_~kGHtq z?(5@O{cM~3RIo7_X>Q%j;flueTKdIUElybnvFN2fjo-6faOefs*37RdZDy=)*D}tj zGaDNrKbXI29T1kh_3Sm}UO2C}xV(Y8hkyGy4wH8K@YcrTyk%;9Ey^SA&Z9YV9s-)p!GC z`;Tg!#^<=Bu+MG(zWr1F>5OR$4YhZ(W+}$@M!CjexpZrPK}>!Y)+O_%{NI=V#;)Z< z>eJ&_o8P;P+ea5}t~V5p__i{OKNa5zf&5$ASKGhr{d2cZ>i*n%eALI^**&nIqmL?V zqqo$wi0!&J-Q&Kmx6pLCU-yG8L_=63n$C(m)Nk8MYF zz(Y#}URWy*UF%wpUH40V(bcA6eQEm7oBr%H{pq~upWk=n^&cN{8+kmxeEj&I|6gAp z{2ZT0yt)0ShO6<JH6+!N0igMwvT>&Z`RJc-2Yngk9&W#ac=kPSM2Zj_dfsrw!U7k=Z(*I z$%_D#gZ*sR)3#gOWmG@)OYUFO_5N7r-_btzD8^~Ko%?>?zTk4>eBR>e$NvNEid`Vl zmTc8TeL9DJSo>J3)wFH9hT@d9cE@?VOMcX<$KyGV)fHO@CD&8VPf1h%Wy&^Xn7Z@* zR^MTErW~-6+nmkf?d$bV@AGYKI4;ktu0MSC?QidA{OR-O|K+y-T+e^s#@{Y68}}8L zbLQo`Xu1Dzt3e(u*4 zw96Gt8kg09iA^fwx$)ND-sFlf^ltARy5d-6aT)qHcJu4~L+@YaYN6%Fe#|Hd-^T3c zchAr1^Y6Z}F1Sg)=d-PuTIktqws=cBqb0Yje2m{t`RtaLF=fEtd~JEuQ-tbu*5k;} zH}M$>yJS(mqb{WqV8CGbEoFkB=GB{^dM^IqibH=%E$5@9pEuCt5$| z^|8Dx-g&g4_x$O;uK#<_?K0E5kN3Cx=wFBHD>9jtUrZ*ZEwF^TiW?&etz4J%Rj7t8U5e)TDeAO@MfdUyWEGayZr~(?akXJ znKpH&3fJR#`TR-xAK1UFD$Qs2$ZLJ?^Wd8`Zy0ji<#~5(y?NW_(XVgo)bsn((%SXo zFn>O>4P7u%E|^~Wew`u@1iDs%kZJt9;QprTW;CfPNf*ESW+}fs%R-J#WFH@2)cT(D zazET=e8Hjp`1|GjZ(WV^Uw@FZg+U!^tKIRPH)>UeDB}4Z(lyYRHOyI)R(XG+UHsoPk1}VQi+YGb_w6J zrPPo1h{wI6V{VqUVLO-`_^N{j~L;*U33Pt%q%V#$n&zBxmBJ!Eeg`3{2I% zz1gS6aDnJJYc53FW@}adYJR_YzPZ&S*E6^7ko@eG7Lm_f!wC!UK>b)B$INY0>w9W8 zKHAcfO>X&&y-%snRMYDp{C3?v+8DIiwQcPx=&N)B=wi3l#shd39%$Mw@6G+j@kf1Z zW7qHZ{y2V8|I#-%2_8odv%cHjy`wqJ5$TWh_L%w6qps{X+|IasO9%90)z|kYJ*YfP zPqQ#;*M4i4_xkeu{+a8J_1D|Eewnx1{qYw6e!tp64y9bWn%8mq7++NK{h~H&J(;JQ z(tIjIZ1|6U**3h%>|W4T(hHrp$N$#X-d5Ncvc#rcQ@>KQ>2^8R{`tUpu7&fSjOEw5 zexi9zUMuZ>ShP8J-M+Mgz&$E*+?0LCl^KR?XyhV^nP#qxoIBI`|upn1MebR z)BgES|I_!-m}X0HWUf^z(d`4tTB(y=%&{fkC%#PgR5q0Nb;rkCKlzy2KkZ-o=fAI~ zYuq-!D%W{@t}!KmL%*#3rq?tt2nxVU%7~|6xj`{wCWu-G=OBbGqN(RE(a_r?*D8~f&Y zCgag3_NTXF11|}O$kz2KC>Jp($OUG>Qrqd7SlG04B z8w8{YUL_Dx0EbjkvY?U7)KXGd6(suQ6ebjs-K81K8I^zk{H?W%_FYShp(|0P#n~B{ zC1*iV(s6c6BkuNDI8a$LnN$edWdCgXGqVaMDtL{#ssP;8+1~r*rknXB2_{Ia)Ji3|=BkmlL;!CFqd=L=meoK5gygEloF%Jgb~eu{vaJNu zXijEpr2vrHUIUdlgXG8VQd+E-@#0{ik`l@9%CkwCs7r_T@*t|}*TNmL7FEHJiB9pc zJ0zCWk+oQ$cu7lXs?p&lP$3G)q-EtUXnyH_-E5dQ zh?RQwFXKD}Jlm91UsZolrWHMC>x+5{C>lwd1`Dp9?xWe63N1xuA>ZE1d@C5&PzSe-O@%0^awgEkjyt*fZ%g@z2J zlPXFR3RTUvZZ6i(T2VDtFaZ^H(N}vydv0&jHq-60-}H^S*$k?rnSmq+YM2lr0v2@Z ze`+>H{a4xpyh1i;J^fRRl&4zDhGnyQB#!S-$%>YWoMO=CU2&Vi`Ni_qTCffDvrCtv zh1o_GP*_GnQMJ~hU`MN|mBBgMlD^=tP=y0Fi(4(Lx!Gu zs)c~0i5FUsdXPRlV@TBCxihXl5z`Q&6m>39F>p z8!!of^=aKi9d*vjj?y|~NmjSbZC{d4%zX%5rMhUTbQiL+K}FvXjI7LJp~xgk8JQ|{ zlnI&%ReNDms9X?**PGaMzq+TG#2H7Gxu{teQ&>Sp&~|R z5sDPFttq(X8H-KO_KRRH)KV-GiUtS~YpFPiK&6@pA>vw9lr(SmN)&#JRjZDI!w=<= z85w8UZND~+ea%O|m}*s8(JG}N3pHvMFY=P@C`C)EDw7fCc+L^-ZfZOtV+!X@YfWPo z1*^(M)J>bJ%ke|&Y|86~6bmhnx_~}xJ{T}!Q#3JC@orw*_Od;ZMZi^@a1&K|WG+LA z8&zDI_bU>Q5m2Zq1xdcTs?y9;u{D@2Ftm5%@ruoqGU98$EE9TExjdMGGzrCx>QO+6PBvbToAQy zkKeq--c&)8`SQ31iS1PR4;%jw(8xP*hi)#Hl*v4i238Z4-%{TeuQHy@KqdedU6V4?{Vl4;N@^vaB1dyv<#q_ z4rx+2q10A|ikcOv>MHhzc1i7`rd@4wEK92ZZt32^PU)iEO?F9&?<>w#5iv!)U{EjQ zh-|-<$&>_Y`g4-dEmBj$1)vid5a||W1-ps+?LzALZDz5%ivj21YTeDjNW@%`cb!A$ zJe*B((=rtU3st&K5c=YjzlL>LA*0S!DftvBaZu)15=0f%EwrK}VvUMJ0BIdorlP|E zQ&G|aR_0U?JnkVw6cUiJnQ38rvQww1z!s+xOf5qQe~&)T*5trDCRrdez)4^(B5)HJ7Jd6=-RXHv=&A^>R3sSl%B zrqry2s1et~jU=H|ONBHl&FCVo0gg(Vxpw!364D`$OLr~C($cOfSv3cea76+ny(m>u zD^pgIA(bqFn4-Bhg_)VZAPuHs4iQ1qK*lOk zFVBodX-WxEOc%7hEaB3CO|c0?bIqlIOS;vJMY7wg@NIwhQblpbS{8)TkWG;GDMA+3 z082!K?I_QNe~3C2Lv;xvgCM~6(D&Z1?p-)gW5`Th>DstAvns`$+O(w9t6lc~Ls$Jx z@_OheI!o+qlAv2b-Bzg8rW>!&QB0|2B zNi|=h?V2e=w7QAI5Rv&;)#*;7S($04N!D`x1V$wS#**|5OUR?=$y^YiRMf?`DlOR@ zcU4tWQLrdgDrl+!2ucW0X)IM3s9I538pUAh5n7@l<=UmW8(aY?T8gKDR+$tLPuU1W zE?Fv6lfK@W)g=W(EUBp0MK{KzijW~GDsY8h=DL0kX;z6U9h9XyHs^J>^{J{zF&coi zvPzVD316i_6*XA1iv?v(tKXW5kWi zYv8}OuSKI^;W^O}&N@}g$T6y938xfr?TT=4+I1lw-W zpKIOJy83;rRrOBmNB+6eiV0*Vg{I6_OPACN6%~8oy0puMs6ef}fR@4F5(#s6B@ybw zYnWm;X<*05%_EVBmbA}aQf*?=DvzYt60WAN}Um9bW&u=^L6t>&VWBp?tM zGl-|jb56mRLI{#VF#$=btPoX|Rr7G)B#TF&mKoFbU0Z7g;2dL-%RGv@c8PMim{x1B zbdx5f>-PQh(t@}Ie*Z|%61ij*E31kkO|+@(3ROIqNd#01C~c6&;wn>h_zrB5JlzU} zG#?YKrCW*6tlTpsGCu065Ho6(in!7kjc`i^kFZFMv?{UYX5wqqSdmn5saM8Vw%$G+ zvI z{@=y4^8X4Qy={hV)_+%|;x1VVc)JX{F}sdGH=qs!`> zEM0{M$;_daxoh-V+xb@4JkL(Q+MXdx#4erPt|hZh&S6w>RMHk?nQQ|RBAY7AP z+b#Z_^-&@4a5Lhk!nI`Sh{~v!D@MC@x7=jyPd-x~(3?7)4SrEU*M-m&o4k zzm}fSJB(&c2@PqX$L+BGrqSk*T&39vfh?Wn$)TEpEH)7XHe&YwATrPRu`ohgx}@$& zEqOwXvXTlF>1~=#(c6?^$pS4=380niV~!FRp?Tv=cNr3^k;~N~QfZY{Rl1f$Da<@e zDq%?>vM`AR-{M|GnM{}hRZ`-VHj#?o_l6XMZfQ-u2|rEUKn*a(%3CT2?_UfQybK+p zX2`1ZJY0LZtNV;Z=oE@;nwOLUtYW2`*tV6%5+Y3HVwz2~Ne?Pm26Z$|<_ch$;`Qkh zD{KGZ?KCS}Eg2F8AXpW%RA074OKW_|c&4tes~*#yf}=T&CZRGp95knsEyO{Iv|%w5#&jCEGL^yaJ~#m!qn^Q8`q#Y~!l!q*oB*3?{7#n4bFLL?RHW?J3F znr_4%aV@LTDt^`3OsPC5l)mka;g47*Y2r$)3}!Au1p!Tsh7N9AP6|AsIdM8)SAleM zz8b%20xw0bz#KK6TmwynCTz!B-=<#1Vyx@}$#K>7lh>Is!GvN8pWUvil6u{EFsm|? zM5kIpMLcvxDatNoJ5&TyaVUqDWoF4T6NNA&O2l`L->BlQs_HMWH-sX}pj4`qz^NkQ zfKg>{a|AV2UDL80rDlz~sC}tMa%B<_H|bWFZ60S#ZEB{XwIHGD$2ml%(1mI0CIGPF zP<=Ls0!UG)86YJrHvlbRg)d32I;jDjauO9Hhw0Y*rtLZfq_eURnQAaWy_)1vSUCU` zDuo4kfjG(H%%qs_`Z7}{=d90lZX!xjt&mX+XekI$o~S?;GSvu3X(iN02kBx^g9=3^ zd&sTT_nq#LECFE9s+=<|tKxOJ+(SKHJdf3*O;ovU(v67>LBZ`Z>se~5MnIDdVw6g3 zav*9xb1+gM=Cb*u=`mbOT9&cM)S^mt^J7a5mI>S~sHIs^59LRbPH2d$D&4?LaOegx zMYzy7v!1L)J(#xYlmu1$xqE%{D(*}iskpYGy1g25)r1y6M!&m6JYbZ+OQ_-WS9BwK- zGE+)g+VW`s*Ry1ZY{=Hgf6Tnk`h2`fRq z#Ehj`ULV)(5M*TLYGzc)RWp`mdhhO*x#pb7N*6k>qA4a(X)ofgDzKRyO`@WiHpPsT zEEPc^5?EEagfKIac-5jLOHs*4g1!-0K?&{so!+3HWo1I!LN(d`cswIc*R7j|LGwVB z%Gh+*A|=FMS*y}Yt7J=o8ynaw6{5ywU{4c)ngd!DMRngy0k7qN!knHZ#a5Im2F&4- zk@L*QYMOnQ%XQXC5g|9p-OR*GU8H^d^q*tivj*zSKtibwwu$%5bUVa6t<*O2?%7XV zd*hZvYZ6juzZcE&Q1KVXL#iSxqcV_obVs*tLXt=XC1Y+}aC&d19V1bPtiU~c_ts0P zD~x3^DOoFPo1xK26t&W`!hG6}EIppH>ACmaY3F^g#^%ObpXaDm%{v??Dtpt9%lgZ~ z7zWysHKH17>nr4T-Z^GlQ(z*d=4wul@Ke-UW2w|@hlb{bo|A==9h zmt2SlJ!k6$igNcpPn1!?-z~U`$fU{M2geaS0_8ALns|RnjHsoCVhBL701Jt!-An;3 zigdz5E6nS#dPEMg7f`IpY|+h*?tma`WnhJH zR+cQ?uWw;5_0hMks&XM2k&6Qeg*s9pKY)UYYy?Z1w7wdKN>cA@l;~}D zXhod9%4P&xObAk`U5%<8zFYb362w?FSJp~TcCV&P=M)k`NQtVtZER|fSnv=vt&2t1 z91*iBM9a+4o1?UaUl2V+kSQ9Ltb(3!;x*Y;_hu$Utwhlatjsk_05^!)YqkTZc`=%b znN+QadBCK57)n)zrbN{X0Zf>CZWq<1h*g*+6R#vtM#Z^*{H&_Vs5)9p6J)l>w9-i} zlxkR`S+QhB&5P|%Ig7H=O)Ya%b>__NMp4$R88w%2qC^>obVg>a*XUV3$fm5{cqYn9a@ ztjk>L)g3^(c=yH`$68ORC894Sk5&js6)}f3P9zX8B&2`>3RY>kfg2meRTNz#6*Cty zD_4wZ2tz+5hSDxQ>jZ&{RKiq^T53|YOcNwfqFO=H&+EDhEk&V`US&FkBn5}+)%Zr+SS2!w_lR@yS1{E|)Py|=R2SJ@{-$Th zJasJq!p3xg#??e#GN~8AJQ0+|vwhBbrE9Ov4$Z&myzn&CMWsX=SwIn!vM5u~ihJ^% zxB>#6EH$`UP=%JIMo2bjimGY>BqM>K2n*EL3QTn~YoJEFQVG>Xw6Dnd%6bPgOC@(e zb>{+B<>K#i1^Oa7unEdbcwYDuEYeUrhb=%MejfNtLD|rVP}IkP>AHL{+3nsmv-kMBTk_Ql&Mz zWP-C2CtnYx3Q;UNlqytyGHpzT^gz6HC9UY zjBKrv8hWyr&-wrsL0QjcIGydRj2VR?xDBrM=Gml zAQ_Y)SfWD63WJIosiI0P3KOY-Yc;h^w93dDD%mxyo}L#aYdqrfS=-kR*^kd>EwV?k zaHzd_1`sXdn)$C8Kdb!n)_yAdW#OBe^!idEIu8}^*mlAst*P{^A4f#MGQg_XPx(lx z{qIvH?PmImL}GoSmY5g$`vI7&s;tZkfgBBLy1Ow8$*PK)vZ)f{3h~lPfKno}__!R* zvCPXGnv{;CFKk}bex@Y#6x>T@6EigCs^}*FQFmJV?`wTez8lQ9?|!^lN~LSlW+|05 zOG2u5lL;fTC{Q7VC6zfK(kQ-deUsuOGl{AX-#+I!I4;&2{h-9&e(9GzpZ8pbnyOu8 zV|XpGH*<9%R=x-s7J)U(1iia5tSW2d3UH~)Tn{Pbrc4ijC>1x8Gk+-Ya_s`B$cO}h z`eDM>1e#ncxkOJ7%7q}WFqd2lItqD}~#Y-t|;XX^&h6nH@ zkH|At5?+uO3GNkd=Sti9^MdKG1vWYg#( zm&y-{QvccUrRHCg^0E!&L^2!z^!HSi21C%GzL$#@D=Ld60V!7i0jI96{Cf393%O~SYPWobgc{KUTH_2+2_)4kza3JV7-aAoQf=x zFqOxNsMg-zFYmh+KOcNN+@`AMT!PcPwn_oH5|3I?&^K4pZIvf$xGLQ1FJ>hYQO8|(`QMeHtWr3kLpqW9HC;Gc>W+F$;?j^cR_A7S5_gO>)jvoB|VzdFZe7Gg6x0l6{)z3jywfM;SK+71gk*^pAtFlX|G?V< zqU%-FqNZk&C~$$u&-=dLx;H>kR1&3|_O*u8Udz>+nJ7X^8RA+74b`Zqm}Hc@T5}x0 zQ{(`GNT9i~brVQ(mCcfZ31t+gfQ|pF@&W#p{Deg5wdzY$H~Tk=JIr8BR5d3fnc@FR zLhViUy<^wRg_#)CFN%xh;JWiXn0vS09M9XW)`0=zXvN<*7lztQMKrX;)ksYgElOde zk(Hu+UA`1!#u7Mb0L2I;SrtJoIg3ZdtO-c6z5L;IKH~*H4N~-#X)IGlGGA|aKn(yE zvm~{;vLmkI@9>el_KG&_@JKGMEGch75n`=%uKFT1$p{Z(t9b!G)ZU)sZ+3tPZK7@k z7x+evYQhF2RfrOsDi4K*tOA9o#LGymq7YV<_eLifh%(V~J1Xq?v{*O~_)4^C$}Vx; z^&}Y;MTEi(CV+(seiBW9DpVDb!OUcM-`*9K^VJV6R*Fb7&*s3PfEExF^`Zw?+b&6p zZG8Q?ToFU9YQDuq(hXg~mwb;<*m5a&(JPzQ`>ntK;b(h$tMB*Q&p+wy%V)^_Sm%?T z`u<__9;{NObxD(;g`g-t0%)lnZ6`7-nZT-Pe>HJIuWBe0F$hFbD<#8{P=mXeV+m*O zMKL*d9Pd3O`#0O4v_D5}lQ8sm>sRFD@mc3nhRwI$t-0>PBxcG016bC-f?J^_jX{L5 z4AKQ9CSg6KNq0>u#bw#nBcdWQ<7KB(h`7)x4%a5384U?SvenA_Vi2aRDv+8XEECM- zBHqkh%_?(dtem!%(cPQt29!uG(afpdkW9`(iAZ`&V_xL)yaJ=@Ad{StDpgRd#Sj)u zr7O_OmCaLZ`$=#pnKNRJf>BC6u?dD&R5@TKNl*(`o4!Eo02M}3XvS2nge+Z|voQn( zRH+{oCVaJ~Dw~Qy04(Lo%!Ds<_!TC)rUwEiQU_TqsCjD?cWWE?`jLwKJ*MBJZ#vz8 zz+ztwC!mq|%WWp-708<*MNGe4Xy%0$&>Gqn`u@t6oig8gV^(yXb z{lM_lHxo^i7As@UfEl({_9_gOG<5+NTB1QD^*D~45m|2j9?~ZE)tlQR2dFQ1rF*3W zCzT$sS}7u3tvM|wQ9yuSSw>N74XPv+*)-=|5*JflI#*===H_N~1`BX1=|h~9y%6f* z6}i66;g|kTo8J=5nxjZ?}^)El(GwyA8l?TOz4k=nie(NwAi za;8evrV0?ON>(ON0g*C-3{w^8Ym>ZY@4Yev7YboZv5TVYhp@V|P#1%+WPxX71i8?* z(wSl6 zCNoq@M1YFqNKSFvw5 z#3K+DY0bCoLX#QA@YIf^DVi1k46 zl=V8FSB5m2xQM9xC>BL2jt2O0TPnrMQ^0A%D<|qwGMBuGX171oIcEIb{JJ$#3Traf z_I6d$Dsw$nno0<|*)A1YSs6fyfChmpa6F!UyQ(^)7L|nb&CJ`pJ$dAsCbgNmSq3>z zS%-_jpsFw;f>i>);9Xq6#R@YKF%~G=Wy=&wxda%MQ(n8ucq<6B>qhC&qCvIfSSc^7 zN(?RcmeLhuX3mI})Yf{@s~oji_LY+r%rKD`v>@wM_aR&arsQ%>gBvlq}Ie zRgkNwRe=&~qO3Vy4ARmPiaRxlItZH#i62im!$$fjqd?us%*0fz< zty)VhMYp;Oe~^G(GWt5rN4DE9&O|Xq(^>#EPvtr*2@oo;krp7Nf?HD{bD~~44oX23 z*cme;3MDY9uGNuS*7#PoK|4y*JqSXDYAwZ5SnAlJES^%ci<5Ygm8D(c8>F? z=k0Q7-eYQU_tqlk^T*?+)J=$*@w!${S!se<>ee7t!YN@=)(XWr#7QuPQ0=O_X2>{) zkOG6C5^GKjW(5FskFu~OHnVu2B4=v#xuawx)~rmQLNZucKOr7*ML+O>j)x4;09RRx-`??7{LNdn?cTI0$WjY4qZ)QFBr!U3AT&& z3sNA@swHOH-un5--e6r=&D_P(Qc)ZS6)+KN0!ihld0*o#yE@ziBJ+q`!&_tG(GU!W zAt^pxOWKCb#)*8fd3dUt@QctytJ+oxMA6*Zt_>-5j@jm4S`*P|t?j+#IWbqn>}wZF zl~Ffnt0=A5gg?fL%{SX*5rymZt<{RL(0lR-zHYTs7>twa$)gKlWK(4mvsSrbZaJnb znz~t&vRWiF@*Mcb-2V~RUw~(v&~>QH<}ZG`aLtzuiEeZ;?f!%a)cu7PhGcPZlRio@ ztg8UE;x%eE5tEEeQnt34F=D7xqV!zqVrF^i0f|focelh4Ov4hPp$dacrbmu~rFyX^ z#h8$?ws>51E7hKbC{f+fex|;Qe3}^*4e3Q#NhwVhS1LB|P2P6At-2E{B&Alvw!@1f zk{ma+i)hN_3Ya7AIev8idhQn*TBP24G1A!)U=x~i1Y6tC@e z=_;0-D*1bB17`Y4XFbZAi6Jb?S;$({S*Xt^Uvz#qbr(}E$;G+J)~tI0DI$hy8d}lh zr+>AOsLFXL4pFKYbsqlntViLT6oCr7>*cb4J^ee+iTOIY7-5^VOUZm?OsU$Hf~bkQ z8!>xnQeJ@pQEOf%1+JXfR24awR9ds_Z8q#bKD|m1^>QN9ARDram4*NVFYPN!26)nM zR|th646#trlqCo^zi_RBHg!~16qL>S%uSdsQ_I#w(#&p!{uIIpZ$J?tLbFh1m85Bz zqS8QLqM*2F{y{w39@jSBjX(YT<>Mbe@OHEQpZ$6b-;U2&e|zTNmR9TN;C-#5cr+7p zL#~`ksKzQ8sh!;*#W|3}Iak3v0YnsYC{%p{2%4*wcX+W05niL~3hXmt-7NP#Lxk8@ zm!--Ja?nTEUbO*ede?T2_LKV6RBK{IF^lHiz-F1jIE_S-v82jOHKqCGRiP7e+Ue(+ zx$+{AOytWIT_Pd{z&aH)NQaAV1*WdWS_i6V4qAz)!bE0Z`SFllrEQzJRz!?*ttr~m z-F7!;C7G!y4!Cd#8APdjbx)Vr6K&V$*NAV)LlgqA5}?8pt2h!0JcTe!P02L8g{kNwayf!`*7cT6r49 zB)QIAn@iiQsalD^sv5-eYP`n`t=BQ7xKe6p3f{#wG#B>;G0g7Nemp)t1#Q=}mgre#=q)Q`#eBrtd(x3> z9>poI*P zp*lhUP@S5^7|hi4t^X6^Av9~Q%_|ZSto3)nRPz59hit|?;Zt-8_$)~&fy z8A)GjtxB)}N0*Xu9-mBUwO1o55uBU2=6T;%ks4BjOMz91_3}P(IB-qI_ zHffro2gl4~QGDwXs;aSMEjZIl%wd+j%?U5LYA@?_U8;*w4--DfUG*F49sOU4pKE() z{olx^)zYF+g*29BFx*OZk%>8?umF2Q?ZR(XAtdFMlLBB$FFdQjnO!!c$4LuGK(-B; z<#Y%#IKxagU{|x&C<3(tGE<65?vs7iB$sEJSnNGVoGEz{_oYptajE{mKc zYjPjR`}jY=Z{7~jA~*Og+@3sl|94NRW2-3ih`= z%>Dn*)4%n|k}O%8*piE?nYl;A-kEtWRb5lvjUmt=FyIyBpXMJSz$X&(K!P*Gu&27Z z>eR`Td+&&FcT-gnS$yyu0`UV30f(8Y$XefL-W7scm8&xPt5>jQ3GG?+g1}5CeJ1&U zx%SDeRNR;F@@N%f)vOjOFtuVXR^N50uauDl(9N4_Gfpnktq>~{RP;{nA$s7WVIniK z6MLi8;##9@4{%gzD|MGp8MfPT|Eb@{U@jmNg&J6;iIRQAVokOk>Lu<-SKhlCt+9H} zS?_~u>XzFzj{W-n$+aHVpslZ@R5bcGp*&ffCSGz;amL8_afycXDv?I$;>J?q^j+J% z^0YJ|$iGAt@)FiPa^v!5M{9<*E$&$p{@hHZz*RitOlWGsV4HTPwnUNi%Btb))hydH zHZ3GDgRE9xa&)S8ZS^GF2`~Hp*?!PS*N~bc8@lUDgYD;CWy+jw5({RKNnvg#@D6Os z5^LHww1&&;Hh%;dA~aXJi9X$oZK(h$!qN~cK|r#5dw8yU4XC-5L)=hV_r<7$v9v<< z-nuC|N{&=pePq(_W}T>lQ0btj=_FCgN^82U)m2?Zn<7Q3>)04g=VXdDDQHz9pCt#4 z%UYMVj<=lM`PTWXU@E9o6tt+7LVyz@)Z7Y5Q!{N_$w{51DW$J@l%R4!?DuRSprX5n zRI${0gRixQ3Sj7i#mpu+x~O3c4K%T;U8~52%Az17E3?(gAX~{>$q}i7+5Gf2YyGQa zG6Hc3O#G+NW2I|epkR)~%F3z;VVa>r&`cHa0FZf;jp*IuZ;hs+&_MT)ui;nOADX8! z4AP_vJRlPd)))Ruqav!z1t!vf)YO6sY=alEl3|3y4uuK?NQD_qGo=74d&X3LkE^Jt zG4w2+*?;PG<*>XbYf?WUAJB7UcXyMgTenJ#9$;1sb+iHS!xf5DNR5*9tMM@12$SWa z%a9`ZaYeEfj>Lg7ixe4#@9ig>-=I`8e`?-Zxy>+p6ivFyrWC73$SMc;N)PFgvdRD; zR@W3xe^Apzg-aJx5l7?R_5DMY?T~2gL9sA|+sQl>DY_somO?0IaY()`gA|L!EH+iO zUC?|bnIBJ(%K!j?07*naRB&kXrmPjCm`Yu zLzb#FZc+}A3TPt~y zxX)Y<6F3cvd6H==b14D_7oebb!`X=SYyg)${e!NhR*($&I}ySwJ(o|xy7r-h`wpDb zvhOR_89hX_P4!>KHSjp|ab{cblT+LF(XR-3go|WGR6Lfbw0-lo51W~!OwG^|Fjd(^ ztdzRJw&$cA7|0o84RaGwl?GEY0;^WC`V*O*Y>?(Xt4`5b6|;$|s;fzpXNPE2#MS15 z$T_JZbNNDZsGzGiQ?ed&uAFE?TTnxFBOz+iJ>4HV2a;N^JTh;krkbK;5MrXL7J zs+$o~pPGS+PyXCY_txE`D8OP424Z_!dX2!!(n_$pXt_KQ$658{CD=1Y*a`}DSfQ0| zO_!2lW0e^w5JFOvhFZvK+fU{fv?I5DXw0=VZpoDEv=S*ZfQB>g_Q%?O3odG@tHvTnM2d|4%f4n~Dok5z3*@R5^E-^Q8QSCJ zLh|_Blz42qiV}!`Y6%#LiYi+&!q$})iGNx|<=^RgS@r9wx85NPNjR1UxJK4MI8k(E z5_73)1cr`H{}J|2li%X}YcY;KL*z`|!k&0403u_D0&MN6mLtff6N<23&+!M$h&h^;c%wrfBZM#Uk>L zwtq{lRpXJRu3|@PU2Wz$sm~uX#hbcoz*vh9D$HGNOM(j&rTRG^82h#L*8hri+PW(9 zT)(ck_YGSwNajMyRBugp2`{Las+*W*R7B-k(Q?GZ{Oo$TH zaZDJzZ)<;5w9=mH236?Hx#qHYU$vGpt!ZaK&uE1YO|bng8E?%We@v=WNn+ z!SBgtKa5{&{Q|P=H*$j5(&m1lBci97pEFTtJ1-aG7~pt^T?!1g9ARR zSOt;0?`y!89%0S>19RNic60M)7i@y9 z%|f-uoT639;9{zaS#J%w?gcfPmJ3usFtVyl-y&$uw#^CT{nHW0F2CifCek#iIn&XM zUFrJ%*Vao$G&K!wDdQ~3dfQs0%)*nd05{n-Y zs{y;Wxh^VTOvcKxEYMn|W<5l9=qvMUCXuH~vljdI&q$3WjKlhy_Ai6>xjsD|8X3X$ z7*)thl|t|K-$YGR#rU@5BV)3jU0_7D1jx`0z^wTS2Zx9zaNt!N)Y0vO~EG$QgzC|ur%^yjdaofw?y+~3dg=eClL526;3@~bFc|*7Dbie^wrIpX*?~p2wLUmdP zo+Hz=j_V=*9U|Tws!CXxpYSt>7G@!+LUk#ql&~=Bma42`PzY(enW>8DFHC+^-2^k3 zXK?Bk?d8$`EtPQ|QNQ5JOME#`&RSo7=Kt*Dyx<-2!FY7}ccs4cd;k8wb^CUn-`4n# zzW<-1|MI{IZ)&&gi|iNQir4)j|IN?;_TT;dKmKzyII;-~R4D{XfRr z^;i7-&;Po9`+tAOKSfnv=dmcECuJmC<_mG-G7Hs*@Q3lexzhSze_YJ=D~q*qcQw<& zl}1~8Y&i~r=k{3ruI{h)me>>ad?3#z^b-(U^ zU(>k;F4Wy#sqqb-bal)q&~M-+Rj8}r0b{Ru1zjimye3P=*7>mt?#e-ZnyWJfZcvuzP7I8*AUKwac~+{U*38vSqW_ zP|>z2Zr#uE4ai4b|LckP;i`-wv=&{>=)tw&rX}rGS!%}OCpt)IMLJ60AIWHgm z?e{yK{b7fm67PwvNxDM{troz_!?e;^k;*bBZu77yw-`e)E<8tAjF71`| zX|fLgMb;*G>HC*dzvo=m<#?O?iQA*?$7C*iSEZ~?*84yIadyr9ejcl;`ie`(zQ_Cf z%lp8mn!D|_s%nVeOTPcM|EF6ywZFW)IAq+yaa@j{qT_4>Enj478f%kkJLCPurg{{m zZr$EpRz%CQOKtXQe|o$9$-g&UL-o7i-*)@9WE{vn%TMLp0zG<w|3wXH>@9L-tUN;%dP2hl*87)-SAQU_V%(YKF-_UxHDcjc^|gl^mVHH zhGSbIA7|Y9_{Yjih=~A68qGkm%YT7#cGPkj37AuZa^R<1Cw=J{^6we12a({;Ulc|_#Vs&hO(Af<0_AG>{J z-Q&Sy$K|qQQ#-88Q`d-{O#=(XFGu~fg;z=l{`s{XZC>);`ZEFZ`SGH>UT?w;{^zAX zpQ}~yQnQcm-~arlc-w2Yp85Kic6*OJ>*6{dpO;Ou$<*1*6WhnU=eoZ{Zx_y&W@Mf@`UlU;rp*ULKrxoq}x z|giZa-w6`_K0EzqRAi$c^&P`%BmQU|&CbU9SBn z*7p75v84I+bwGal!FzxCxLofd_;}ZkZ>U+lf7&0NmmOQByjR{279aPm#h3kTKQGZ=Up9Hseq9_hzCG-3 z4||`vB>uP`VfxM1_bo#nbAA56iq+`5_GX*AHXAkOIu#s0{gn^kzMD55yjNoBi@b`x z+J@RN*TkJ|3Sxe)&%3RcS9so9vdbZbj*|27s%@#D@<#O{+bM!vZ1dYt!{48v*o@Rbqzojm{W z_WtF#_hb9RKV0wIHre8V7R_<-OC8&<7mi>5c3%GQc=YYJ^J?p^xA__WF#fdqWA0n+ z|8d!V>i;1A;r&J3KaX#yX=iP|tybUkvo5-%#`dCnZ_T!Lbp5i%p0n@U%YAR3{XE+V zd1>`l@tByoz4hB6o8>j4&8R73X`aoi``d(+!!T@o`gzkz-}))P$g!1H6b;p zy6O0iH6QRt`|@3e&Ad)I*LvSw>O#`x6%L1?O-?piyUi(hK$gI)x|D^yqkYgmTAQz34~Aj(#+RrVe`S3dpr;*U zyJXhmTlITc*L8Wx&A#~UO>ABM!;e2leqsF!^6Yi*`kzI|!~XE?m_Lv4NuK_u{s;f) z+vl*nllc;F7H?iJs2TN-#oO2U@;82LZ}A_l`Lk%|^*6M? z9Q=0je7&!i8=dX3+w3JZj*7=VdS#z89yzM7b}8#A;qg<(W5^@+*X;ig{&TD|*AKh! z^@eNxaqK^RF#99l)NtuG`GEgr#3K|)i#UKG-x zlxXm(Kt^h1Wnz)c#6$E{gi%<;DU|}x=6ev8=NvhQn5aoQ8Ecji09}g6FfB1jM}snJ z#5q^y8FS83acvJ4@6~cPVKi%B+EsTq-}3KFEBB%MXYgG@kS|(qs{hkdJu9M2)>4HZ zZ8Lozv(CD0Sew5=G|bFqDB@o zK);ozn9>AjY<*G^z3CD&G$oS|b81ONR@I6M%LEJJ(kA_WAHC~%+SL46k+6+*G^tep zsG?$K#%8Xn)EQNxggnc~=3Ue&!nIZ0X5Pl!Pj$~jo6y$0-&Ce{+pSACtER0?C8ld2 z(~3%ODo9zgW@Z#JNv$E22D)kYHv88N?v|{Fi?ptjwelW8&nDJfQdO*5>lZmLHCJuh zh0=xsQphrvs&VcYqoFX8Q*D^S9Ajn7q0&r+PY^ECT-z`csBCCX+m~3i$T9b1(FKR- z1*&l_sS=|3bcKL9PGkZF)ftnO=3=yp7-LN6ap{-0FXP*1=A8nSw(UAoE7kPq8~8{V zb+ff{uB1zjga{09ThJ<$S%Dnq%!gT;Z=U;{wlaOY^*tLmRgp;VI3MG2hFMe6n=<2f zc(o|K$SURIya}NykP3uWl^U90N;B&y2O;_NWmamkk4Tb&&CC^u*~U3xYI1e$8FhYA zs1;2hVV|KvtxP<|s7Kj4TK8P1dpB((8LC}mF>;-cr4uFPF1utd5cDkH`$$$XMa4)a zG|dDCLLlnlRSJc0;?e!4onBNX$Js=p}O@$J|ow7JWfOuL|X4XNYB$_2~=$}YyvHbQL9!B zTFXmUL+en+bud?^(&!AObOWNG40Y^|#|PeuTPV69n=RD^6XrmCTw(_1L$d`)Tv9st>T| z_8>?OW>&he3nd)NNb#AhECp4|6-q>9#h_02Ou1(5 z!k#&jVJ;Mh=&}D%(Tkoumxy$Dvu#)0n)}wYCnLF5RKe9zln>#?T8q{6 zsnS|a2}#Z2IUj2kHaCZsxO>@B9cy*}+<_M>F*cD0igW0won@XJn zsBP5|XGx(q(KdGo?9Jti;a2vYde%JFc(wgE{!Sa6Qq0+lV3l~z9E>|FyT7^aRmX~1 zhJrX#DxRM$K+9W1Gmvl_PST`?Rhr8ln1?<+0Yv*g+FFF#(jiGA60o z2&zdlOFGh6$jLHrF}1`*L~@S7wWRGr_pu+^=YkX~DQoaA!Zsh@!#C?qZHsfF;MY3Z zSKnW(PIGhTj?@^IqwWF2sx(xQ%T}79&-Hj$SLDh?h#%_OWGUPB0(mf|W*zvw(`T9z zh+Od$M?xVQ;20zGhk#iVH9;sh#qPBeQInvzZF_bW)SH^vk8!9b1#_<3S>x_KU`zYg zi9`g16g+WyQUvNr78FB>Aj{=hXSm!;&l)pUHNSSVW^O0Lq$kx2NJ5~=s!GF55JE9J zny_5F2nJa|Gb;)z*NKpzvDvCI&+n*EOz6F|vXYjm##XJXmqv+9TGh1cFq)-n3mIBJ zEWhdf^h1e)5SEYx9+K%&csBr@;>OB#&Z+aU_XSBcR~JzeHi(eDa?fCi5fpaN1zQt{ zNM_>6uyIkO31w@$bUsRS$&+^85}Y$@akV92nu~f1l_FS?sjW96lPGyYdTQ2msV1jr z5THCDfR<|6Hf__ zOw3)piDX1zvet`mQ`xE{LyA(XSaX+ruk-!#Z=K)z_&COo;ku45dzol*YiU%5W>nQs z(6@YI7t9JGR1`PD+;kp z^=f|A8ZapbT*W#ILg~^+OxGqNb7fV@-i!Kply7xZnO0P=q*6f#cD2XWNQZ!6F(Z+b zdcgiv2%s4+O>ffQm+iuT?CqZ-*>N$MjDI4ADHsRZgF*&M(%=`y7FiGQ-+t@*ZU5K5 z{QS57&*lBU$oWw?)PJ(9M9cyybTd&XOABhCu{sHe!BiL~(o=*m@8~@u2{93grTpfF zTn)O5IL#7XDNLct6YB^Sqf<5$%K}#l%S@lBF{c7}oq*h#rGA)yMIDk;*En`y#mXvb z)862g${8AvwF$cgYfOfiwq~YnJTtw95>_zaqHcCOTV1L;QqYNpV3qpQ8N-qiRcNBb zgoJP99qFKosURhyveM$Cc{9CgL#0MCK|th@`}OE(x0VhL1`nX}?VKDl?G08cuKnpjIw08$s&!?b*FO@8*c5U0v_ zPGn@%V{M3)L>Xl=ntYKoqYAXp#5HI$&|}mS9nUbZL6qW!X@_|rPl;?^JD|v1r%9>r zP+EpaEtdgefuHZW?xP~Y%1o3KHAtTyo9))xiWzGFY2qS~?(?3y;?kR_EP%|e*ax}^ z*vh+XmnAY~uJFIFBSh!2QZ4aHb=fsh_aEj2Gsc;W-J2VdCuRth8o5wa2}uFWikG=E z@VIW=u3J4=6(*O6$L+kCnjc!)X;q4nGX`~M^-NQugDMEg8Te6j#SZBznl%%5=oDPU zpcn!}WvoP(rjE$UTx(SYtf|9P2+YUq=GshvjGPEnv*vp1&2@)L4pf#{L2F`~hqNYQ zt(#fQIVNM7gjnxx9=TG~Xi62ZjtKbxQ)#)9<&rOQZY9H{mt8bdszlN`Bj>80mNJu? zmnKLL@lKPD5g98d(GXU-Bvt9a(C3hjRs}&bI!avUa!KTavk;9Gvr={XzBN<5-_Fc% zH9^J9IhVRhRjpbpT?C?83AlS{xRt1< zCbkP#F65$2o0DhaA$6dNRaK(qNm=#C$7sr|QZ=&JwM3O~Idg)vUY*49( z)**3G5#T!?AJk)$>-&osk-3niaFz%<(Cl5UpT2!lw2Yrt{30^J8hn^(J!yjlmNfWM zZU*5J-p$tUnQRWqIqLGJ|^=mabS8s$pKl$dOspChpX2 zE>Y`J&CP9V^{9kDwZ$tZb8SwMg}J2SR^;>WLlJe`tXwFm=MRym#yh)IKr5T2K2?|M z0$918cl)SJfT^Q^cAd zesBh=L|M5+{Hc?gpWifZ)L_#z*PxsFiu;GSd&lP1Lc)7{B5t!7bzL}|cb8CoOKRr7 zo#q={7!tGsic@47T=$ApGdE{BOIcWFF3rU=xJ0bM7%8BK%VXC^x~IFcj;7YOAOrNO zccf{3QC^i-T|3UP&gN({W3g1kL5{J_ISq(fIRdl0lvOIyO7o%K9CJNZ5Yo0%$)%JF zbD-`XY7Bfife} zK(Acqt;VTL&x}lbu{kDlnTbGIMW#VjlnyjWtx6_~l_sV3byzLVigT;l)#)5qO9b91 zw)n)13xQ%$2N-3mo@0HwsX9pQ;$doC^rAT!iPF~RvM7Q>k}4C3BFdX=YgMt9<=NmD zu(@re-}bMM{ab7`W-p)H{;|z*mE#_a%+N?L%0MmWGDWVRN?fcO@61P?t2uUy?>bDx zp6_0vStom>EoQKj4eU`(Ym>~LSk23_wN@%IKESiic4=oMIrGXS3jq)5^$wND0!&9sJ=?QtB}3XWSOwg;9Xks)|+|i9U|8IevPJ&dHTh!MF)o#mQ{*` zks2BT32-8%mLxwBqiXT^Nggj5&UIq@=vzePKsAQ{`VujlN|T7N8;!s;zpi+g#wP zstT&8$`Lb2)gG#mtOOwyadjXu32G7oQ|b^drGg5Q42qFZX_6X|Rm56mZUnt6O^F^B za-SNoR^lX79-IGY%a&ADMS)PKX~{O7mCSI@W-@A4gt!oJBP*onPcJxR2>@_BcDs-s zLBa&pCE@$X8wqL?*{CM6P*lR2sxzO9J*Xrs#hC8Z5K`mmfEH+_07!_aHQ#2FhEO`- zRV4;dEvaDGq_63$(##f*(t<;z)Jh?`D0J_j5UFd3QUs->nq>+JgGwY4Sqc;BQte40 zb)z^qi7X7pV+4NJSHr6CWM0V-7g1wY4pb<5xnU~!`>Z~kXrEc4`nP>)M1&Y#r_qtn}M&qQI zx=TqWhm=!uuE(5ra_xRm`2zV8$>M?xkrYu8HR)IL)HrIW1ai9AU zisA_^?Hy5Mo~x2W4Vep2Q?G#W;=1uZm?1F}shwiJIA;;hRlf+UN~4%mFC**40gqYC ztOY136-6&=Xx@A!$e9l-h@oN%(^R!-YYnj~X%OkX)_OIUL{KkmT+Pr zrfD34(RV6~2=A`qDbiVu@_ur$QY$;9KhN&|< z+Wpm4#59{_(nS@3(9HP6SEB%!wW=DAdD*(Dp(-c`~A;^+=1jtGCQ7ojmRot#Xj?}Y7cXZGaU*8VQ4Cn5OQFf=O7&EPl{eIjipscr)?WZwK&HP` zumP^>)t+?u0?&}XD%WFHR#RB2l8X8H@HG_#l;s&xal?4XfdU|or#4k2XmeJ#d5)DT zMChj86cvbv={pjRuc}*$tYGTh3`@Q|U!EpUhQ2(7XO}X@jkp2j*+ur07OdsnfXq3o zgiR;`v#QNyp7*t8GxjD`!dw-%lLyi_-2_6+qN_BJYdx|oAT-cg6*%Soh+dl16oW&v zDFbHEmd4B}?5L1P>WZi|qtaLvD{HERFtAcl(=SR-pW1aK-nDee6AruX; z1kkEw#bw&IjXBQD722YhpML|!swI6dce2RJG4n%Zvye(GG12BO5M@bPJItE)yF?id zNTV+FtCnFdJSId@)Mk3=5v*}Ky20k86dP4Z-J~XGrU3~c%f&C!H2cpQ@}#@e-ON)32zc=aW@A{dWN(A|WTs%i$;C@Wu) z8o5qlsbM~hr{}a%sSv?J4Z*QO!2R0I?fiU5Mr*rumHVlb=a}DBELEsTt*2_cZ&VvA z(p_AOTn!t?#bMiBgtU6;wqMnUsPwYxj+p3xG_RKwCn_Opt2c6`HM>Cn$n0K*nIgb(~ii+Sa@E9w`)+CibOC zP;()Qqmacyp-OC(AFCX)z2TC$OmU6#%`z8fXckd|TC9|&N^g{dnv)+!=^fpoiDnF{ zkk_%6!?4`wVonm1$mQ>LC_5ef-(pz3Le zj{;OFswhfA3TkGmZl=m;PCnj5nqm~Y-~hL(Fx_qZs;zV<57CKjAZ>ltdTlAL*pvlX zS4|aCqoMbXLdJ=hZAx2vu`PsOAZgkHx!Nx0Vo@oA&Q(8*_of zQQNM!-rloaUQV6W60$lHtWcaLi@gjYR6+<%5g~<^O{^zY63LnBA_`pQi1_*i1%E&h z!yl>hCvER>Zzf%uh@0<)EA?0*1yGgN!X%55)=E5^3dsxzyg?o9ph84EMu25vs#H~g z841qT#O1Wg5~_C56LyLqB%yCfJLR8PiIhyP_@|Xo@pCu&b{Ba!2{kXRH>oTW zsupJElNEOM9bH3>GVD^=(l$ zsIY)ph_V)&=_-YG(OzU$Ndg&VT55?BF+n&~AP!O$vF1z)TdxLC1;y%eN}|S)OcOCn zqC&>w5yysoLr7JEZ05Cl9{IShiL|y0ENie}?p3eG&>WR_;XPGTJIruG0>qu^A^v8J@zE{2hkWfA}q1r{QNo-x$-J+h~bY*J+iAoaZ%&n=J5W0kq3Z{z2 z6^|Ab%QI2ESFed%Vr_U6AsOZ%ti+Ui)vkDTPti#XW&%y6tN6hY88MSc_=hzU6Dyi+ zDI~P_E~dGvoT|-iyPtQR(X4OMVu_k`>uZI9^`tdcG1Ew$!;e?mrD$YlqyPr0=4v)q zY$6UXS_Wsbw=S=H4UbQmYo`2Y6}#*Wms}xbStVNR?&1a$IO86bVlK)M8Eck_?_Ew+ zQDG9JN(n5~D&FGPULm=5RV$wlglu9jk@s1t94fLMdmg*rjc00G-u4nk*31~=EH!4| z^oY42)ei4X<_rmiHg45g^Xg0$xc9xdo&3D$Nsh{ub1~CXcA>^xv&6c&sXtuBvSh8w zbGMx+g62-)%B)ygdF^jniwO~QZ&Uf0W8KcHzll34Mtlq@YO2l2*nQtj8FN9T?HOEW zUZo$cf7VCj><+?aERWH9AiqLCX*b9eG}2ftCegZNWeRljwq=&^sAxwlzzbC@BqVcH zS!7rfqAIJ3EHO~3IOza@L>5p=h-R6V~uw6$}07>mO!Ex}S`?l$0tl-#=W(oNl9U`>wTX7?vgu#XX<&C#ao|Eaz;3HVpVqX9=x}ek zglmmgtz4@q%pqOFggY6L7OWe!nYNHVI8s&Jb9IxlN=KO%IEhL2Rri9k-6fN9V|QO>C5+Qa~XmIyOrR&d3yi7k8+5x658SBts7 zY-4ygZPx4nwPsPL)Y1Z@A&`}M4;wQntt*ZNqE_ZKNkft;0^KYsFu6fY5w)1?eH+(5 z<-E`P2RN1({KfUF;-S()n`{4mAt z-KO~cTWU&XCR;1-<6lIUztB@u0a8H zi!50u9=m=aMY5=*{;qKMs_PzYZzYI3rA+B7gl!v}f;AR%g;F;04)Ne`;vqWO+tyjK zRt%|XopU{Pl9jCB#4J~7Y-+{=h-WMrVrI>%u&ao|ff6xdt@tdQ+hOP~$B`;j+1u`d zj5#h1RG3huAZs^@1yVB%FjtpnXc;PE-Yf38Vy#D-xteQJ4}v#&H$SXtPiYA+ZRw4z zOz}HxOU3+Yx|9+T6RXk{L0P4#ZsAh7>M>(^8nOu-7|EsC?DYx5QW3#Y9Ey#6ll<2!V!ujiKq2V38lGoU+V|#6n!M`#VjeRplRMmjRKmY87|hY zB1?68)22S9ii`>}7dfg5FJ&+_kd}!ID3(gaC99S6R3;jv5luy~eHZ&9_*LpN^`Dc! zpeXFR^e zYskwzA`lm4u96pL zKcFQ8V1_b8t+nu+l-AX(=P*Qy==4i}*1Ia9Se1)Q-L^AIMd*a5I8^{K)*ji+l`aWK zYp5#LxY^~!6hI+HC7>eOXsvNWPB7IQnMokQ@{_BcqIq#KHSx;G88rv58yu$MX(!}NLiEq zf<%@{wpQ%c*S`5l8#QVimqUFc)?9Z~w(Zz-Yi6~oBAF$sxiSVzEqhq0(=egkxBZ~B z6&jU51_8!eQA?ZZRyL0VO;qY}|KUwrV=z@U=8TXKD{X2f5iP^i#jT0u45U<)%#^^c zK5|X0@@4L2Gbqg$o zK~-u;+aW+is5ajyYf;x+U;5r$ge{g5$xITSYgI$#|1v3}n3M?_G;gNRpj4x6%(wd<8j2ZfqVi{nnq}3Qv zr}UZ>VQ!Kxb8CK5R%psLbJKz)=zuorYtM@%LjU_Ei_apsyJ(aIB^DEP7FSiHxb`m4 zH6s^;!;zG=0#o2wvF24%08O=0S{H6qKq~NqiiJ6G(i^-f%~#vM{Pge#WrlMZbU`G= zDqngEd}fOhR4mbS&;6>pL$N#STnm8Duk2wF(nq zJcdD=yO3NAma3}JZ5-B}kz=S%7Hg!0A_t5DNtg&)+gn|oyZh%9A)dW}g;>5!9&{K<&Zo|Phu95=z>^sqf&5HS5XfrSRqd_eUzMM zsjPHi_oR;o7AEH z9%W)El%YYJ2%}_1S*Vs&S=1)ZNXhEF%=<&QT377NW?8FMQdRl(T|Vw>tl8iKL{#3U ze|G<6++1_pE|>JjBmP?J%O9J;i3gH#S-~EA9TUqOA$Me?P)xAku^vMn8*{VDfZU8Ufvsb74ZB)&XTD^4@ruSsEnDm$-V0EZHvGzSjNBmDvQct7#fCQ~P49 zDlmZ*fi^em2e*Vj&XO2dH(rdMU~1|HJtOuU3X-82`G7f^ zDcwY{a%n9skxk)})6P=M44^n{b-jz9kO_#opd|8inW&dGAM0bB-9%fKw8fX+=7ojV zxlWCxV>eqoLgkq2)7a>*5?<(rbsI4jctrxlqI z#UiSyn#-Qji)$8SA(v2F$puAYxAL$LYY_W;JVvGp-*<&=AbZBhyg@wUt#VKOlz?|z zCEsTl>#A+$d3#^>r9TRH)IB6_cO$xVu8KIzdbrTa9Zp?_KuUYnnvLNa!mP?7;+aPi z!IXVzZ>|Io(saqAVK-@Btpu7)Q*4x9pB3OtEI~oLLtT{OEZRz4LQPROc2oP*-&C9H zh8U)!!3?iCdcItlQ@}1PV^x(#SPFX0RY`ZKs<29=f|kH@2d%2Dbv0jEkGW^Gk#0*o zOXjT1zN>B=>nZetT4hR#nz$N$Gw&kE3@}ksD&1{j6K!tVEuA5i%u-3lib@4G?IMDC z7ns71?Pc}LY#yxAD(BLCXzsT{wq{TR0EL5H!|(eB@l8h7O^W462>s&QnuUPDnzo&p z%(*Z(%f4Up@)|g+9@5xMTFz`;R6SEjSJO?aNhoA!2GrDAhg6nufvMaD@&x9Hh_b5g z>-@aQMJ3W7T2iAstx3pn2iR55A}Rn(mabfxx2zX>N4K<02C5YFmMu+A=46Qpc57L6 zmxza6n<)15g1S~rm2UkI%}QA-ySoUBOKhNZYwseGQ5h3Rk%Uxag!i;9RHukI=jB}`&im;$ny<7J!&y%p3B3i7sp#`c}qm?FY#5BO}9H{9DDZtjZ|=AnZ!hVvoDus zT@jeE=Ce0jKuZ&G(E>6g3neO0TQ50BR=D}0LWz)?4Ry@cQ-v9!hNHD!ShcJ|1;VO% zii-&L<}_l)=VphcMo8^_X(bBg__HiS(;P1TPf06%2Qz6(1Don>>84CB38-EIBkCP^pf8x8z6So~43cRQJL? z>qm=f6q~1I>egUdYGv&%*A1J?p88SkgjL!OcEM7qrU27rp`=(~TA91TYB?36}+Q18T|kR@V=H51ifJd>|xrmD++L+r&ylDewylnI?%YzPel zwTU;i=QM6;b;V*W!eW6XZFxfzS3`0oSt$N4uSC(hG|c>5G2m2pw$5@5GqRyWj#&*^ zkDTkid_U>V-t;PFp69Hfrl|bHH6j+q-eMEGE9mvMr8EUo_^fj!vVxTPa=RFMJ`Z~` zbFRmUzGe(p(XB0{0;Tf&-hSw}URK=M59^_yAF)o~e2NjTE`L;QtNqvDy{RB0XO29@ zo2eKhT!t-q+vLY;s%)*Y(_2_Sm(-k1mT0HZ=k(MbYohXTita_Ew6IpKsjKvd+qrZv z%T)`M4bUo?WhT)91=CR*)WuwSnj{g=kkhPGaVga8v8klL`CL1s6qEUgAfVwkZX%>f zsY!`@gZM16sKN#`iUfoeo~f|cHy^d#!zKcpQe36PlHhfRYAk>nvNU zXEZ4@f0zc;O-fN2B}z%Cu_ATewm-D{v>ACcyuLmvbv#VqmoGWqWG3doFto@%re2VJ zbt{&x+`?40hrEr;Zt)#K%d$cQrd#zx_AjsB|56AQ5jhl=X+)Mrv#(m;#Fx8pRfI2z zQhCQ;j__@@^ewI)o9WEHQtJsJ6~WS4s0AZU+3r= zeHQnpE>%SnbHyl2?OJs~lo1+{^AwhB4occf0_5`xPC+?C0S{U287+lD+R}ZM$Aat^ z@c(I^R-B4vCAKLpV7FG?^M%A0Ov z2H8x9ujXoNOK}x@_L^lX-oK^Z};BCcv*|BuA-IxTM1AWS!2wk*Gy)jHK$xvxaNJF z=O(@Tm#Vtmzi)u)Q?Co%n(lq|Dv6FS9XWU(@eq%4grB$MhF0DrjWJ@xoU?)+(zbn- z-tM!=-nog?sL$``%Q3dj@?1C(Y2Msg6ZwEd7891jWUUIWl8U&BXPMXbGU_r4&7Kb) z=6X3^l&4E?{q6m+s_^x)1GZ8lfhS;@h!N~aFsd5iqRpgIy9zI#gS2)5_w$3yL-ED6 zH2#e_P0QtZeKJtj{fu60bbxD`io2(@m1sVyEQhb<-7bB1t-sBPANTjmwJB|8-TLG~U*1A~RFGAeqKf9QgG;}+@p#0IH z092QAtxdHWlJZP4nm9{WMxm%M7ja0H$_mS9$CL3!P7);;ZnIl^oT}>T+8k68Rh4T& z>Ktc`vTn~^I7xz(!2ge^zgdnXNwPJ;bC_8~)eP<)5t)^Be|ox`E=|vF-v3!<*F=|k zx~pzwW`w%~FjEm`KE1FQ8f>t@1_Y?7iZY+`ebj&}e7kJ`FgM=#?b+|HJxr~Y{Q#=F zpINsVS9SINcD~IxS69RKAMfgEGkV(A-n|37&B66yO19J@-F=?UTlPDYNpd(R>7@xA z9LMB&UC(Rfxc59>&6NXzdXA*Afz1NNYM_JBu-i`%){Y9&s^_q!7DHMzz; zF>v1NwCwUW`7Phyuk$0i#*iJM>|VPY%1u)+kKh99nc0Bxo~lY(BRFn%9rs7YQtvBw z7sKWZ&%Li_TGQwA{$+o!u`pplBT1BJ5Bslfz4Ie`qulHi-m^dMnl5@L3(P?dMSyeJ zH>fLzR53p}w4t>Oy5=aSNFiT{yX~&whw)EhlzD zvRS;6ODc&#qEcoigR1L_Qh1sB8h>HM{`?Uxc!2ac%gjp~Wf4B+RZa7Xk%i8WXn3P4 zVGK8zmpV|P3T;En(DpE&-q-W@ANvh?55^fj#zA1WU6+0|9hyhqM_B9H^}RZ&|I+mh z`X)pj9~R5f)xYgph-uQ^ncZUyn-lH}|33XojBgH-qSZWXp2zrukJ^u2^z%N?X}X>t z>-xC011;=s_O4FNzTDYrr?u^`(X_d&8alpqs z-t6tF@z3_$Y^(L$Yd@a1v>8Xlzx>3%vC{HOK+uJ1thY0s2Vz%ec7;YY6OK|{#t0|7 z%+fOpB=?r0;Y?x)vl$B|Wm~orN z=XyLB4sG|tj!}=&u9kr=9992r<2vtOl*BV@EfCK4b^p&T7nZmC+P)Blfc}`{s=sz| z;@<_>diJX4=kNKK|7n!0F6#$#lh~!j`j)t!9|pIgw)KI@ah$*W)bE+4?ZZiTNU#w; z_w%tn7srF~36!h_t0XELBfC4d5$e6G<@M|JvzpH>j%mkT)3#8^ug_x-OTJVdFbf;9 zA;{02JI5Z}YUGN5hekzd}fweb9SYyG@dZ!@0v>3996 z`0>NOU%9{VOOaQWJ=c+8^KSQF`u^pPryikC^s1$NihYilH!<4J|l=X4O^J-QF5S^>H69FW3T^A@&LWgQ# zo0WGvZwF7yTR)C#or`maZSTjoXXVAGTYnY4d}4fRJTV`C`~0xbGuMIU$Inr^@O&P7 zt(!%UTYDG`?eAruyKI}UI=XJt#*O9csz>WO-ad~+WOjQJFbc! z5kHyVwSIp4`lg$%tEIQ_-&BW*VO#mf(>@-0x37ce$jVTfU*ZqP&7ie^Bz7EMvgWmG zyg}dpK>f4u$K}^Gm}m5@>in#aa;qs(ayPf|sw360V$}3xK0|fF1EXc8r}(w%%gUpC ziAIxztJFW-zKYaeU?T-%Y zit(;5Uw+Yl`sHWo_HjJEJQXp(xz>5@W9Qhyg|?^7?<{A&`PgP(GQX96ykUhp$p?Lz zx4~>5p10>e2cqGrOKsj?XT_lp_>^l^^h%b zlWA5!8HV#Wt6yXP$LZVqiO0J=)>wM8+YRT(`+tl#*4bA(`YmuYAL)<3t&dwytYg z@9X}B*mtWjs{)MMtZ(*le%t?ck9zj^HTIhLXro!sK!TuZf z*@t?9Ucvd>*UQWE-&g;*wBWbEFJYnceSP`AQnRjY>q)EjYU9L+Wpy4t z|N8r`F*;Pwc$V8uU(fula-jPTuAfs1My+`Nw12MiL*J;ozS+lfzvrg) z@ceN6^!OKz|F_kBeBP?g&%<5Me<8o{OFz#13(igd99Mt)n7^%Y%wB)N_31zCHa9%c zlh2Xgqk8DJ|M&;aU*<7={hRvHhll>f^up`2Vo}J5zC6g(`oXkW?{mHt(|G5n%7r_Y(&AnDfneTMvBu{Nr9DcGvZ&ezsux z68y#N_Jr*19Hz)Z)%U$V=lt9IMXPa+;bqtRVCQ-JecsQ<6CQRqe%U&H(!bxZ-i(jy zAGQ8IRd4*uy#BNO{EEjO`Pd)-I`~G(`4RZt@ZC@GHlJ(y_^R^99}j)h*zPrk-*o;T zAu2784}ATEZ9T!Vo}K+a>fHPGuVudwKT|(0JUn{(T|C>pxSoA2hwg8`*e})Swe5Ma zyTO&!@7I6r|Lx>)9Q$UU+>h;(=eIfEe)%8&`|azmkNf|szy9sg-w&njFRLu$(}mgY z^6U9jt~=`X@#AgHem?5+5#Zg2Wm#Tt(|-Kx2|0f*F7Ujq^AzVTZvXa6e)h)h=pr}1 z`uo@0f4Kka_Z9m%&;Rs1{__3)>wf#@PknnR@i*CxVSzn*d)VWC`^S0aSi4W^3q5dK zh|k#TE`R5L+O*4`7d{NvY{YWasNepJ&hwd1YBKL#$9cc|>}d}pQvR5H+>wW7&u`Cp z@&k{bkNsGNG%p+bIIb^m+kP1Sa@c>p`4Ij`^Y^yi_2pj6@W-GAm*K1Ww$?M(T7P}( zkKfhvD(p$1fUx)Djuy_RJ01IbHkblecyMn&a!S{cA7j_mw|FKi_Lb z{oBdkuYH-{Vs-!X$Nh;uHEVg-I1Zn;$L6lM-~J`_bG+Th_-pmu<_FGyRQzFI{+aj| zsGG05(ypgHo_2kD{p{zzkM7XDuDPx){xqwqTYSD{|HJ_te|>gX&9B7~zn$^h)E=YS+3Q=cxTS@bPtOg3lkk{&C{^;+7xp!9RFB`d<0OVzo6fI=Tkv$BIq*5^+b8<7`vcOw;!9rW z=QV-Qex{ra8UcusIt-8Sq+Z~1E3vBgg78tELkyW02L_e0Bw*IYmec}E;LHB#UqBUh zsXCe9q8i{{^@zxfMq#aett*+bXPlQ+1(zeIyJ4)d&xPAt$+BcC0)X8x#$OPH3pD0Gf5WHoSWsK!0N4*Ueq@T)HGwbv@^GGovmpe8rEgw z!;i7)R|D0#x2rl+)j(JK?y5PUE;zXnZTyCJIz(zvPyTwAAy{1QOFdVw`_@NAlYIG;r zv?P|`9Mb{@iMC7KeeGIyt=n%gCr3;;>o$amH`K1SN?s+6X>|uas*bI*LONY^MSDz* zXljJ@l`w}BWOu7EY}jdgm4F6Ys$E>f%HCyjsR}Sh3^0u0skodGa~yU9yDduQO@uvp z4|WsK)!o4t6n*uBC6>18ay`QLG3JcUHg`VpZmg*T!+Q^yuE36xH1z zeDU^7@sV#_(R&5e-C{%NemP=XFw(0YU4OLvf@O!}@`&*HUQe(aE2y$%Y}ly74CdX+ zDr`H?a~`bD%rD>1GxaLmay%lJIThIc~1|^Qs>oHK+CT+X&Iz z2HQJ}2)CZ(ecUSUZpXn_*fCS1Wu&gX@>(><7;d+fl~-bHjT#2gh7Dp?T~)R1gOo8v z?8<7Sg^b$_F?=4AuyB*CiMGlmiz2$cK^Z0Q>{_lT+?+8SqV3L)rR$y;+m%!z$Zl1? zd~&Oh%B@wkkSr*6&^g$)tAJ%3aud-I`wbKg?grmsC0#I_Js)jb+1WCu#lfM2xevEF z19RTy$fZYZ?S+gdyMi6oe?~7X;8Inq+tI^Fili{X%n=BWyW1&xFq=!-Ls!#GLEVC; zUat^#zc8!r-Q8JP+d56%mNJ)FDYJJ~FKi+w9^&#zAA|HNWul4^O)A313}s%O`+8)l zJ{}%9M-Y~KWo|ne(+q&n)moC=tX*(W&(ARif@*h$M}uQ+91;!_T6?25i~x}OaD00^ zoXqD(WsdVO@w)cD79;>FG)iheafanD|BKcbmrRTLx%kg(+UIXP`PT`!AmuPGqb+20 z$sEA}D_uL8s!~h0*{QW2K+1?>u+2AiKZ?=-*l-8m%+7UX98b(mX!T=EkJl{dW zhRxfIoE(EzwYqAnE5;yF+10Om5bdxIB&!9=Nb@)bk4z;%ae`IoVwM?k*qvtNBG1Cn zLhkF?>9ST<*6L2Iu3Xk!fFZ%`R=XicH;jY6*8hNi26>?St3Us_lXM=`UMM%oz1JHK-k zo5fe(Bt!f)_qOWXQ73^vEmz?{!5b)aaJX<2VoT5?+RnfA2k zBHPT2ruGu6pTdQP8P%^wMbi3tCrfK_h*L2Y0d?)``DrrI7kq`a&&%}5`ue$SVYa`N z#MzaSwQn3_gnR9^y4uXmrhH#bjA_Td`u2D_M2?%^_I_G#Uz?`%s5lHOmwskNSM_4c zwZeT)r_Jm3@!7O(Hm_&kiEe<@bjem%)P;e?F(Jpk3=cPv=21E6`(IR2({3ygc2|^!d`&u9`RLphS)ngN3adU&FoH$Q$4DC@2j+XKadv| zz02|=m9VF3mq^DYwbN#F&SbH+tsVB*bF-_3LW%@Etu||V2YZ-FBa7Ulw(ku2S)|&n zM!goUmn_LqZZ>CFup2LOP3{Hjo{^P_HZ#X;4#DS;0bK-IY^T4_Z>p9I93^(`LKRlw zGrdI!qC%Vz04IpXvJ#Q6f~5t;x8jLyR@9OVUDg7+(CLX#S|+p2sjx-J#W91 zv}|KGrhEErYos21?CeOg)2b<|nnf??)p$Kzs@YjYhx+hZ5NL%&Z(vdNvfiAIYg>N~ z8l_bxzq7kvuy!M4fM7m67}DB;8?08@h8L>a?%z<(^Z-Lsx_3WH6*Rrf;ji8zUM43a z2P8KRM}y3w5Fo;oX~>B1ASJ)9-tB8nqk42b6~FU#vaOzP$B3X&@PLt|x|jOGw#G#r z_PUAbfTroN`@wp4KiZ%G!wI(f%j&8eg>YBC{_pVCp0^Hy0u!%7{-0i-j?7ln=nv0| z#u(4Q{9VIoO%=Nd4D0=bKV0Q^%cNNGMw!i)$!x}K9w+UU%>?-Ja zJ2?F25oZ1Ibk$&Y_Qwv9ut|3*yA8TaU!G^lygOt)-HMjNbjxa4w1vc0qRfZIjO*d1 zpg6#8GRdYRP*+QhVVna9^zetqqgU@P5hbd-N~aeZL_MAS?qjaWbJGZ>cQ}2c+UqPCtd6q>Jre;g} z6KSa_4%nyovv4qP6omJ-r{hbr+bOKJEMzw*Yd^J$FTu}R`n=3%8*BB>zk5t4hpw)) z>VO}1{`gq3;)G)Eo_in0LGXG$@VcYN;pf@r>$yJq^V3j3ay84X(BiV*HpbYMvwY6z zy>~uTg+GB*WsHF^o<^UL7nA?ABHI~Wh$}loaf}09{xW$^v7|bLPzgh_y|s69TNw&e zic?j!cA3vt`uY)?;8xs)XeYJFBW?U>W(4m#Ud9`zX4 ztC(c%;q$afAs`ifsZlM|bQ+M4ZjNLu?xK~MS*wHY?m92@wvw-H7dqHBm-`X-Ui->w z^$>yCKtmJv?%b8irjw>2lh^FLs8YNzjWb4=y@9ol@FAA#h#<%4bs4r+KwB_6V(O*Jc}w!=?1sgtkIDv9h`4@Yzw>2wi=+NN-Lkd~#_Jx+GC z;f1p(@cH39-J;D&1E=77bHZ#45K5^p_i1qL__*7g5#4NzUGj8Kxvh_@A#x5sG`<$W zOg-N1%dM@122jFdwR`*9d8`@>sFw*%7S*QDuClQTF%PiUb4x|CyZyk`&rC5vNAhI3 zw^mEs6#y^MsweZC^j5I9g}&W>SQWBc$>X!MEBAUDnG#Y6OpM~K)o!F{X)^eGv$vzARc?+L~>gttC4w?reoHs+!PHAv`4l7bk z$cYIJ-wdMHzq8+ssd;99q~6B*Th#AeKh;*d&`<3}>tNk7KYD9#XN@=`&Q)SzwpIPd z7!!1<%|%&tb$1?a28aQ#Ypt~e`n0*K)K~6Z39~d9Ai~Y}{(<$*9;|Q%j@*9P-lRvE z2VkpvmFOzi*o|z7G&;~P@^fP~3k4J`*@lQI#LwvX*z+mgW}P#qpQ&?q`z#b-fdF6p zPdeuqPpQBrmf{^~awFQJyDPh75Nr#Ty|BOZlPlRZz-gFhba$^U45NiL8hEMv60EH0 zezbcXVeZmloTInaZC$MLCgqN}`M4L(Ri7Irf^?F9LMGfkpFdbPlkdKsb(Lh;S6}Ir zKA-u|d7XWIri!IfRt-S|D9f@G03M)YJPfoFDYVqgA{9HcF)EBuQ48IK(DPDnP5FRV zOIJ=7Lv#aL{XVM#H;=K7gp8U1sCKfH6AvkwWh70+~9hvc#%# z^sqUo>9b7`l^a=|MG4b*n7c~yhQZY|s)f~!xEHWlUp5kRJ^fXGd**5JlGuu{NfT)64BD ztHdxL$K3N7!CvYn!&ue3ZQynIxk$Bd0U{(LV$4^Iz0p<1>X6f;P%WkAz@W;JZdZ>7 zasse89MuT#GE)!(H3b620ND`@->u9aH8nIod-Q}Y49@mqB7{!#gCzTJ72ZD<4e zLeF(OM_lEx@D0W%m4%_5+r7FbA6#{1aUGxRV7( zAJ~FfAY}9Q*`Gy$4O_zHZ2--}ZFu!iyYkW&TgJ*{d}GrVWhhpQ*ldaR)WS2%kCcCz z_Qgh}|6}fV!AnuClKxyKullh00cNYJ2W`_6Z28fbyC1Jlbqatn0Bt~$zm6D&&p@eG zu4nZa@Q8!Q*~hbU(|S5w!G;tPo&?PT{#sOka&g#EXCp>!Nh00pLmWhohgGk>Hf0tN zz1}JY}Oag?);4n`5qL*X4?J|yicpet*Fw(E;GA&8nA;7IGGjnaU3xGKzIIia> z%*Sy<9P$uFr2}xn|kkh9r_zB~v;!Eru9vZ1>LY=Nem?vXQi? zTG{pD02`K@FcP%A?JD;;(lg-}G5Q8riDZ*6QYwO2_1TyVx3HL=UAwD#hwrkLYzI}= z9mB?Xoa#(K~+Jq3Fmm%YT|r|d8uF^@UIdgX&_v4(C2!rNri z!n=B3N%XOwji2H#Ja2~2{yeWGeSE&iL^KfdJk!W1JW!I=QQ^)AgyDqCz7o3{@k$&Y`kyQy;3VqR956 z^IbBMX(m;&NYG~4)m3}fD@4}<=n_Yd+-)*(&|bu+UAg@2jAKgNyH;Z~1k#0-pp{wA ztKGE31w(cZC9DTSQql;Xx$Wv_qCvPEQe}D@O+K~x=*?2XYz~+8W4&XZvX%Pds5kCK zMaeHC`gBSGLNKMwnY&>)YRLzZ{@ULc0Jkam<0`;a& z<2=SHz_i!%bhjhSqt_+uF5el|aBFv)0cRIvnVDTXf3y8re+ti=UFMgKg@{~Tt+Gb@ z4EkUU9LIcInG0E4z14BfI7U}KFC$a7OZ&7FV=x_X6U?mK(jdXzUcNzhV@XUykl~;U zg+)CLS9Dp?w1BHnBY5dh69oc9k!6!=<8`+arDyGnB;?gI;_X(<&Jw_>1EwK*+QZrm z`ty~R)kc_BcRoW#CCu8I0_R~K25WY=K}uCKlcm70-qnCmIRVptKKNO1!1e(c=)uvFVxjm^*ZQxOq-W&Q=&?H z6(?i*ac{E-8?Shx;6@fxs1|1yNp?ekLmqv2sl%t6DOXkXtjvwZfIH=)$xHzVFj8=I z!K&F*6Ew(GRRZVP?e*CGeB1}zm}WIl*K^h$l~QefCj6t<8shkZ`1CQ@qT0~`9Kb&A zi3HjpqGX`kc5*$jR&Wjr(92$YvH9_W_c&#MNqT8`4&)Cb0d%*!0}vp!^Vzp?k z(F|Pca_r%HZR)f|`m}@n00gPKHwC~9B+)4d2Ji*%;=pkFq6?WU_Vy;4-sS8+Q`mm< zm`OYzO|0p^As=<^+-uO_PO|?b;kt=r!5r@n`_vdZdZizBmTLL6VDxUoJ4D{tOZytUmZfnSD`S>=YY{FSyW~x zcUTc^=+~S8#ulo!<8&kbWI(q~&fDz0L>ehHstq!KMe4%^t74}K=qkt%2({24IPmf; z8KhFrZge*V5u%Z1W?!0iwbkmnwk{cDqlbBx`)Byzz^aSf0lAf&oYq5bCmQ5VV52dv-HZ!K`8w{bge7E(?6EPd35cVdcK# zwrpI9WBn`^j}AX!BQ;tV0;5T^Wl2))?p8R$-jYc5QkO^+u>%RjV&>ZGbEW*~aT{i5 zkGt_v=~vZbmk+u-OvEPCwISIsGkeKh0UY63Sl3P)7Q-zJR73FuaVwl$$_Wm>y?q~7Y+C!6J9bBd~ zS5Sep)jkjrzh-yW2ODI&Nm%>({HAZBw{l&*>j~Rvo2BJxHW=1o?}{o>?!M6`cokC6 z^3yHG-W#|7iuJVhQ0=9M8dcn@=3MMsrSG~dz8uFd80(4u$gQ?+v{a-BO32jbSHDJN zy07p!`|vd9@LJ2v!$!AdOTEp)EgFQf@hlYoRHn7jn-5@TwY7&24`11;it}i(47pM} zhdO$5jGQdPvsOQ^Sy-suV3{4?Uvl9!{Tin)AsZMU{vGTco^*Kwa3hDi2Aa<4-K@RrIm~T@7gSw)$ps7NyLpmgI4#gGL#nOy$(uz)k4Uhq3X1TW3thb*`CRCTh}L!+ zKEA0w)SIt6w4w{_NQKN(1$1_^Erd$q_@tv)1(R7$5#L+5d1JwW=YHTFUYz%Hvqjg&UvA0gmly>vicMxl@ueN>$%sFHE5^% z0x~m>!_v0lVEXy6UwO;qOM$`N5^ z|39Q9wm{P{=InU-t^Au5gO&Q*ma;C7jBu0CA6n{2Q@li(jg2NTR52phfyS!ZLb!{x zhWSj(E488aNt^1HABlH$3$5-ZtR00Sd&qcLqx)$x*Px$1JoATmYrR7APsSn^m2GeT z|M!co^(=j6r1HM4$&SIvf$oJ|#-1G;SL%?p1}sMD=iWc3z8Yx&kwg=(OA_M-6II%K zOGO(2`d-h%@`keo=j#oS8nKw2>1rP%oRnWhw7b(_GQtgmP1LKJWgZHzLe zX?O6<^vn-&@s)|_w>mx=)~|VPzrL%gpe?W)e}39oE-RIt(~j*0`Xt;0S9@O>@uG_6 z)+;PVx1w=>Yl$!NEekA}iAQp)v($srB0|zIk>fggcXiN*5NSYJw?s;$wsldV*9_Vb z>l$q^W_%LBJGh+#=`A?i%mfCYk}6X!0B!ziu@MfGgyZyPcT=K|i16&(d&TiZ@v!_k z0E*DD{e1c!Wo~LSk%$9A+emTOy}QvH5Rt-eFAjGB-6bY^0gMq5z8miyKFzK1(md9v z4*F%*5mkk1JXUY&IBJ-U_dkPf@PdQG<+H^%g3-<@TMiAsWa5lQB>)mbEw!Kq@#Xuc zY{R|(JVbPB)0IZ=j?7rt3uBOqxpWBL#kd!*PG2Z96!A)xQ2FNsVc>4X=YK?C?Sn|__k4Qf8E@b zSw_mIhtGx8G=o9*XEqbit9kSC9D&9*CqwS$F#%(fM)1{CYgt%3B$~s^SRM%uD~QFa z>hI9cRt0K!mpz+i-s)eJ<3%1R>h%|H?7y~km3-+3OzQ!wE%3j%TgW1IDBLQkYkOhL+JHGyReK|K@H9r%)!8Hd3@U|Lj3@#XY)3!3WZ6iy zn$vK$Swv+BDnf+0D^9~8c;6@?oJ~_I!KZpQa4nu?P2jted%s3G&<0L7k&ZW4*vJr*TQ$m964B~$G+B#yNjdJ zQ_99pl?$|vUYBHd-t3gBu7$8MkHcxSgh!fk zgzhGR?*nU?W5fCjYRNBn%Ve+efRK5R<67PQn1h2SEQ8W|x)wTN!~LzrYzyak-tGIl z84&h`!^U_F@xtBCy{lI@M6ltCY2$GFiN|;F5q;yHs41Rx&0_%MBC~5<%NT^8&8L@J zi-Q`1Wp}e-S#(DF3nt*z!-|dY{dTgixm#GxM3@-N-GyPN;aL5%cQ)wg5xaScZUVWT zbPE=C@={%ycHjjsMlY{BY{tti(k~&zu(8d#mGin7g=S zuSgTB)~-aCQ%$wyhP~!+OBdwH-t1vf_Wss`9{bC=;uyP_3HQe&Ol@icXhQCyDW5YJ z!!0(I-Og^6!P_JS%?;h9wnnqN@oB+hoOVue^i_H`OGyk50Lm@lH3S~V+4ihXkF52m zG}3lu!T0SyTV?LgLAfK*fRlU*ZdRE@x!TQRo~$ffu#`FHF!%g;WIadtvO$t#x?H%F zA1Y@4F_1eK8uUpY>`Bl~;wQq_D&JLfj}g-ix89`Ifki+!g=LV#S4htn0 z*tCjkoHm2|s;66=XPDbs&&Kq-k8$q0r>qm$SNP-Syq~<^%C*(#;PrVtKTiAGr&W9V zv;Zj+JdTKO%AbOFRS7{jH7L&USQ&mec(F z9VR}~ttkO5FO?Mt(qdco)|On}WU()+PbgL^4xa~YZ&S;oBM|7vv)Ag{VPohet@JU` zjZ#UwmKuT~%(4>Y#0f)t%hPPQDb2{EdNcsrm8LzF_lgf=B!En?gzAmTC)kM7Z8`?l z&U)&gk!4C0F_#ql(W?>f5yRG0v z18Lwe+)_lBS%e26pu&}Ak><7JlmaQ?1y^6j3d6s4kT--LD5LD!T=|pFfryB@{ zU?gq$=!DwXj*z{grmQVUPILcSe6l~I2HV>1JKi409&2yZ=m4!K(hzP!RuBa=)sjHT zc3GVkAu~uM!{?lX1HA-~ITNCHz*jKHK z>lsy~BSsHy&~jV{BBB%ixb0?LZ7U8s7fPK@ey>2R`J;wHDuf^@V6 z;Gol9V_(f))gQgBmWP+w0e`FU-8ac$XwtobGBeY9GTvCpzB(U;p~mBNtZF z2f2J-?X9Jm6+V4L$53E@W_4mWO0Ed=%qL6c9nDwn!a?gSpod3NtCFt-YwNi?uH`R0i-G4zcG-@>+Yx0eLuKvqLFXziDgIO_ z6+}|6$$}Ai8A77UBsWaUQI~v%4+GYAPzWYZa}WZuaZVPOtX$lQRwF=EJ9P zWH~gPC#Gd#c};GpFh1$6)XOuE#znUrTTOngF|x3o9JLh zoj*Uk->t)Vxv}hJquDsTcAq7eH8vs+T77(mdbF#GyDeV2_C@JBwg|$#-Dz}lP_TS9 zNQJ?zgvv(KTGVE7y6WSRRFc>} z^Xr##8y_EIuN*QT$L3@HY|oAZq%!m6vb4x{AX&@sIHs8~n>ftehwp(WE9yE-FCfz% z{I>N`xrt`bm~F}S{XC-HDnACwR` z_I{bL{fW%#)6aMNZuky-9=4lc+`L9_YkgV|*PI^e=1OACc<%8xs*uZjJ1ux7V>SBv zNt>32wG5XlH(_G6z2XdJc?>7nU0qeQ>A*)YJL`118FGoRNd4<{*;5B6hK z3xOA7%iUDjuLJR%JeybALBAET}x!i zzyuN|vvl1lsoGTj0<{%h;X{x(0VkNW?OqO*&qmZseflksOGF=7|T&4ae#CezBu6^Yf?ihb!`; z4cXeVa2!AsrpMqMSWlRjP%`?#Fq)$$d8c;)tz-CodR(=y=brtEIN--Cd35-=@PVcD z;0TW)%c|V3Mv~*gUNIkFH^xRw+ncAS{6d?Vp&c55?(Tjb{;3?wdGul3UKh9q@@@Zm z(mZCHUF_1}3-tC*VJYkUgi7=y!4Y7=32YkZ$> zXrVSKsM&G5oj=UTu-BP`C&sPw$Lb%o?iS0f-M}WR2gK;Bu)CBmsK}Pus$Eg|hof0r zdEkC_)|Ee>{aznqe!Umd+%-m~nMd~=yivPqSt~3_NyY;5a@?9qERsR8wChvT(FgTK z<+UF)FF13&X3fYXe`3nb3L4QGpl+i=Zt~l9XhSkOkx$f zr4k7H;!|jJt5a2- z>CQ36daV>}n6(|BKFr3g_3h#xZgb08Wk#`gv1?@290oGPo`N(00Du5VL_t(jV2=QR zssfA=YBLWq)eDX8;&q6=N0?}joP5=Ivh+SU3=^51dS&doNW76RNJ_!7u>o($Jy0m0 z&ag(;MkS!iYSG8!X;s}!dBT(BwRbRQoD*YJWwm)<_e~rWjRj$A5cjA5zI>fy_R8K* z;}tDRZ{v1Z)1n)dJm@Q&%FX?Zz;3=Wf@DNQTUEo|kF(W}e6rgp3DsMEYoA+~cAP@jBQ3Wc zg&RwaS>x6xH!jqUPR}bieDs!@ZQaMxt-Fr%^~TGfnTbwJ0*}cpxbYHUBb=zgD9Z3E zSUI<N`1rR>nd}{dWpDhpFqlc}B`3|P_E+d$PJ7EHLVzmJu2h2@? zyLtG_L+QgiFN;Y!HdCeO%r%B0ziup%cwMsc(e5^LyYRudEYvx>4ir^3a3h|DEgm#U z$)@XcaFq-liBgv#Eq0;fN1MYlnd}NL2iSRGH-E6+>^gx@xchmI;SGljuiHflo5L)h zsI$x(n ztSg`>8K7pDrHs>O!#65f2XT;;D9u8{O#NO@J~(9KxWzo=At1YLUvSb5O<6Zh)^gZB ziw==!qD^Mo(NQ1IfSncErF?Fl=DAU@h7vfZK`u zK=tbFRj&aiX%EXC;t>Z&mb}ZWh`x8_5)R+ebGL`)Fry6V;mTHSK{U%M6ts&zNXp#C zY+j{Ix32?*-nQXB$!ODKBEPxqkfQA#ivMKd);3^1sOx_m5|&<7)D}Ob9Wh=ERKY2OD75qH&_hLx4lR1nl#Bw z6AA+{NZ}G#kPBu?sL^5qtDDorey;t%;OHZotoPP4S9p`+ykei!V zTgkuS_>2dFJM5H=mchMe*&H|iP;X>e6nvP+h2Gg1L)W@@gzy9um_$5tx=%(n)bO(I z)QfoLNg2#&4umm`4N?0YVKBoml~i;gz=eMbv2wvM4OG{@ITo(NL>p%EEI>8F70i`L zd08~o&29?_o!KzjJXn*DC4qD^+xh67mU17~kd*br-ojfE7G???vSI;+K`u4>ReWy( zy{mR__?IUx6HdN>1&dh2{A+u+gf>+)YBRgbR$-&yWwc=oz@&i2qyOFOusuBKMk|SI z6<<6ApYkJ>U9yJHc&^sB@agtP2XYU{<5=Sd{wTue-L`kusySlDxu0q70ZBEuT1dFr zGU(2)JgWESGw);1p53Tt5OgAZ=k@FwYM_& zJ5SS8Er8fU$jRPvnD-ph8K~7+LJl)CFHzaBP+KRe7SPb;-r=@)R7==oM_9uj*{R|H zmTq$z1tEMkgIyQT>IqF^8MvwL&MbWU)yC2F^o9#TqeatzGc%qr(%WP0a838GY+rk^ z68qEk`!V~R5IxsVWZ5tyt5Hox`0?fWki?gp*J8GNsjjTM-y5r|s(F}?d8p>|i7e5! zU{`K;kKtuB$&RBrs=F)IErvN`jL&stcnw!YL%H?B;Vb>3PaCNxQ9c5za(~|ZLbuA# zGWT5l3CoG?9IOq{&RgZ@`|}|u!rh06XYQ3bXMhf%dwttrKHp)F`{@xQYiykBR=l27 zq{2KRkR`=#3~&t3RjpE0W{y$w?M55a=mt_f{WWe|>p^=*JlzGLcH`M%h0KFhl*pH% z;!0JqoBrt@=&Dj1D{Naf`|-JsuV4PuH@Mesw=;`}hJ%MqHyz=CWlP$s6a`l$>?Mk< zuKY}R)M0f~d9!U4Kq%3q%m62gEGS!}dkp%Pp`a?%MmB0g59uv@z*VSg3PEI7xSjx7 zRmuVyG`MW4Ki94S%)!3-bzRyIw`cIL`}*jtaKrUbncr^i{>-#~@f2W^TbsFjuKo$i zgCRDMjd*<+h}}oy4&RK6qap9>w)tdA_e+tga51@kqZhm%6q5>hgtgw?uAPf@C4&a-V31rb%9mmE^3 zy2yxIj80E!(>IuNe?e_2tzMT zX0|yn3_vTr9aYVuO%g0eH%!p%l(xjJRL9(Y)N#(^eG8qo8dYYf_AYJci3ZdL4;%?I ziZ%@E&s@FX&#%_L7A2a=yu+*oQ{}p@J%0Vm##pKoN4Ocf99O6ITQ`M3%$_W}GWX8Q z7XmrZ7t5qk<*RSi?{i4?qSgHQ0?bL^=TVQ8v&uN&Z!y#^sln`OkYU}ruxjAE9e0_j zTlJdM4Gs3u9kNHnzohQ(>qqAI`zXV2(Z`41XevI{Tj&wT(&dD^ zw~ZDInDja5%U1KxT)2@1Fv7+v0;IKhDji)wP#*ZwxHfn5MhJS@n!mWvRYW`3>eB0s z?%V&_7U3qQ0KlDvw2vyYLN!)uJrQT%ew_Xxmdw?rFtt*{%s1+M0B|M%BAO;1!icrO zX$*D44#rJn*7BKDt64&UZa&6gJwC@j1LZj_g)JD`y^XI+oOq=aj8#r^4~06sUhU0> zwHa@w`+;siPzmDIa9CJ`+r7%Du-IMbhKJ^?%$7t)0A=<%oxAw<-mCXI!Q;?mb-|ji zFoQ+M5`{`+d+h_Ws}GQAm$ZWAVbO{`Hyd9yrl03VgMEKH>9JNz@pXgED4%JTYuCrq@;VLn`_kIBFa(d5 zLpSi8R}u%>8%A@pDn7-J`05YVJK{0to+w;Io-yy&+u4!N%=JVpjK_taIkxi)!Gek@ z-wMcf)p|eve)jKQKX12>o8h}zTe@AJ&*Oi~oY{8a>nDDFq(MKA@%QI>%ax|pV_nB% zk4Na5k5B#juXEUbe5ZbLuJ`@1`kEH}n2YEM^flV(w=J{OZ)ts9dv6vjH6rRQe!TT> z@4p|KUa;D+W8ye^$K^k7XPIqvwq%Eg!!Fbxc+TQQKP=c-XmBYgG<2Zag zj;a4K?mg*#@~P;dn2&LLo?qW}{F<%=YRWt zAGY?HKO-Le3+tCR^jCfN2fbXw^DX+kwNE6yl&hr)ChTYQ$I;*K`nR|JeZKuakA6dY z`wsiK;X&kw_b(6YZL4G1P4jf;(d&*qzklu9tzB=aiCSLX`Rn^tIhlN3*AqYS_1fq2 z!?BNVyWi)q!wz5Pyxu}LmiB(?ZG9f!f6SjxK9ui6KiygV<+SU1TKX?IerxjP`Hgx1 zyxL@^7gUJrei!h|dcNh=?Dj6RjkDs59bY(aDSZ3>cV6uMM*d=PKu@b5U+m%ebBI@0d7s#Bxy(O)a|7yO}im{kQMm?+--XyWfVrZhrZdD-ee%jCRu=`~r_KxrWH&Or6 zBuTPlX<~;TBBE;M9ub-MQC;0V=$;{(#SH%cKLBBc9d@7rh|tqBT~+tq%!qI|Q&kaW zK3G^bVe1=rGBY<3Wj^Qou8I}6%zxV7^H%gSa| zTGlP2<~-MRl1s2+d9Jrw`}sIAZgt#zF_ffsczIKQv_?exc^ zWB+aQ&N8?Dt97068?L>r|K+3qmu9tB^AkE#5$Q1zXn%qUuCqUn_hnvRrvG)_{>?!_H$G^~cY9HRUE z^KI3B%K3SWCGls={}8ZK|5dhs-M6cm=-5JM-jH`&%B;|)ZSTi%L@Lyq*;qMNwNfkp zrI#j)oa^q}-uCBp9^Fq#3pI{=`Tk6Sy7wW%(5tUs#cuQdk@9HsR&x9CRue6ln~ht$ zRq9;f#Jl;weH~BAgk$V7ZXtl74Ow^OXK?LD;lXjeSI zeBa-IJ`aVvm{QS(U-`M#a~p$8X1k?rGT!Ihu%i2K9sl|*>+$~Q-aZgV&A-zBhiqB( z-PgxCetjCAcEPSaj_o>SE<%6GzdNDXRJOfjoRPDRl;hd23nfieqqBVe*ylgK9rM(d z?gx+S{4v%~uSei%@7C5|lM<3OVzq1X2u>gj&W6gPt+kIamDl6AA1R|Mz>}7<`!TjC z=d<$r7XasdoqjwrR`%P6zdz*L_`LF6V>@vD!{_Pxrt{DF+bwf%fmNYpYVW<6hd}~$n`bf~+&AX0YroBI+Yku3W zfA9I}d?f!izMQ3+7@@ZiZ*tmoJil!#*lOHU{Cb#78y4<4{~=OHkEN_X>imL6e_nV_d6up+ zpj&QdY~Rb@msU8Ja^^C{ZWtBm8oLSW?dR-g9izv%@7Q1LaEUivY6#I`-L-|BCusWHP4Up(IQv}@MSX1`x6 z`}nf&?~!NJlM=zu>+B^xiCBz_xLj64t(4ZvdR0X%E7{;+U%yKiQw?p;`&j=@<)6-G z&)akR{a=Ddxt-QOu1;-RFXIoRxL(4iVKp^gE6?(X?fMUT0Bbg!EuXS3s7v3b?WTN# zY1&oF-qE~)msNi0c>9VP{*ik`-Rj3!cNtUK6LNWZpK*Q0BgnT+uhrV6b{4d}v!O=l z?)&X#V>@!0DRZuMN&w<8EtO<3OOjp`x2D#H6SbtGR#dqDK@wQs6!#l1~wTA5LExwH}{i=rTvr4aY- zSA0sPUBgzyiOAFRyXAzsXoq#7C}^3^jq<0#;&X!L`-WOP!xS5$83K5HatGQk-Spa|*Evr}-Vfx1l ziBf?UHK1CHH$N3gM=I%A;bv3p1p8MLryC_9eNT8{}n?mB*B&AYPvszJbN|n`| zkz}f5XBF;O6MK@IyGu_;qi!f^_dWV-% zGb@-2p;AX@u%;wbM6-!l7ooM%QV>8El|qOZgqX&cOjvA|WwcUH+t2&%7vo_i6=pH=NmM*UkeDLM$Vy^CSn3OwEI{WALmXIvsR!G3gSn_Uk<_#; zZ13y4o9L_e6l>;euevkfO~glt`AD84c9O_WsFd2>Ui{h*#EmozEkO�^rK;2q%2&&es zhr&%3Oa-`PJ^AC2E2EeT8Cv*5zfr<8anX>fSB^m_G#61ET?*=}_TyPsNDtd8-n-c) zFB!4BH!YN`M8bVR&f><`!Bwu@9k6!d1qb4)s#=$Z8?4Pwm3SS0*6t8e4(eG;SOo=2 zj8Lcv2|3X50zg2eAcO&C*v4tx7*@3a0d3A$aVSqH$pw^_s18wss#?z#nFL|5LKSo6 zYU)X_luIiT#2Buu`?e=a7U!B769N%Lk$H(UDyzx_Zf&#{a4U66Q3}Y+8M9(ST5p!Z z6={&BFM^{~)%udQ8h_qFQD!-v_RTDsB%{;{}Fy%%5$4t#c03O8K`M^5O z*-W*_Gqi-J>R(hZLsX)0RTkx${zJrAAVtMY8~;06`@Eh;LuJL9b*fue%lV`E#hRK^ z7_5Bx8H@aVJ3Tp!!l*gH$f_FG6_+k%eiRlV0)Iu3`o50!h&X|4mf~GSSmG5as)~Y? zpsFf}ij#lh*mRe|^{6>lHSN)c!wUgu>*7SLBN@%Jc1tibgISZW=sQ=fb-X_NHVVKY z3U9jIO%^Lqi&!F}>H-6_J&UgKre?cIt@S9Z89($VnBp*Ba(}YHTJxWHdHJ zRjGMXS81u@Rzr&gjZ%uiB}HF{pP3EqFMFev)OeXWbDkjzJJaOlCSo&xsidU2bFkT^ zY>B4cH@~Y{GQghhhY!X>O%Khj{%UKh2*#%r5>B}=(XrT5OVwUku1ZcWLkIC8vT??j11 z$>tKM3@A#KqLC5_QG?3ndL640S*(?6Q+hPyUc4U45@?veZi(U))K;A9StdpWxIofI z6P4loqLR~5n8G(jWS$xv&8>~@eb=&CnNlplmAuwUg_z!4t+cCESHl!drts)SmyE=5 zv}NvU;hKG?+bkpb=|!rU_ZwtooC@ux0!=gk#6nzkJhN6?*dPaPDz_q8joF!QI=bpO ze)c6E)?tiVpAVdKYtEYMX@zZ@x8}Eyy;f<=fFyDXrMGM{r7}^OSNxm4PDmQyrX32Q z^gK7QP=4l_qT1A2&*Afv8n8k^ghdIdDRE3ZR(Z=!AzqtOm3QJz^S^N|+f8s^W62NvWmq_V1hD>yISTp|z6dlEdtW=+bsy<1RuB92g7%L)GP#PY`kI z5K*bBay5Y~Q5B1oFYoX5ix(s%t`el1!by#D`)AZdE{bS#HD$doQaWsim?D*>rI}hO zp^X6X0uH`1UU0A$T4~c)3-3jrqZd~4_o{ehujrZLQz|8$TrcdbZ3Kj_MPnWDb(pdr z#h~hgfuJ<>^(6yPkf4dedF6+-VYWL_0#g_ys)CP(E)L0HwS+qd;H*>K#H4Bg zWjf3TOM!ObENR|$wg}ZKhu^$@D5y#+Z(Lbwl0~X4YZS1G3P%b;)Vf>~E|NimP+o~I z3D8tu!J%@^>_scllqJO~Px-?yT*WLexmp7kD^1FWu}Q+_(tQ~aOhyF}Rhn58UE^)W zRkFsdi`f||(PSUC{$4p%TtrlR0a-5OOmjdHLP8U&lu4_#);+B>(Q8@hF;ipiW9!1D z3OcpJN#gY+&kc2nhH99;*nmo)p-i^q?X%dd_R)rX(eu|kmCxh1`?urmFE;<>%nkj^ z&Ld$)WTi+bL|`f|Vp(5M1YQl&qU$v@q?1`IDe4X4DiJXw;tzEtN|^;s(FP!5ZI2vJkIDpHeC$YL4g z6=el9u31bO>fMmHxOCx0yXWl|^2EGU%##uonHkh?Pp2v6>F(w&W?k`cv^ZcOsZi1w zg(#B-pU}w6LukU(T833Mxp@^!u5wXD`b6duyk`@LuR=_bi7ZMHz`A-D^HD1Rae-OO^zZc9 zw*KCv+j%{0U7l;tT-jl!-b9qpFi~r)o;;Qj1);;_8hQFGulG>IA`|k8?+1wrp%tY> zL@>l|hKnHNyhLhm_Ye9br=-qssq3vFg|f1!G?f>3C4lOlkyw#xPUEahh?~T^YEDa` z7qgOZscoc2FpEpsO`B+mboX4LpI>YP+ZnF3_gFLIL;B(I zCzU@VZmf@HO@vjewX&*8W)*NHPW(|M2an$vmk!_LrjfZ;vFqp@UsW&T!Mutm0XR!O z6~?RphdL+}L6rz|odPqka$Rc;Wv^Vvcd?Y5s4Oh8f(opf_Q&`f5u41KKX7Vhd+H_a zkr|O%d4ezOoV-qW_oreqv^+u>;?SlleiaBRLto@4YO*B`d~2;$i{jggV`3w2R0qKs ztQ)>PWJtLL0Fko>PFwQTU(!k zPqk=!Z~k^_Uc%+Glf+_Pf*NMs8YAb7VXhVS2gismQAmXyMTnL{UQjqBZ6pMyrO}m5 zl;RN-l$joq%|n7%P0;!>6;E^wHZw9K!kb&uA}?UfLSPdyQPnKLLTM38Jyqic!N3%w z$wZWl5>_c|3B`CBA1cQ~nyNRxM$J);)x5f=rIM6HEmRdlks?#a8){W9MO0A|5aZG1 z3^fyP0#ur^q^^eP_Ln3R$(O!KTrHs%zN89^jC2vx7r6U4vNgCu+5$2lhNd*#{Z)Ts zLg9iYP&G$gpQI~pm5l&33M)0<#Xn=RM0Awa$_kODqid5GrqkLpDqR2Me9QdDSZPwj zhH9y?tdd2-eThZoiquLID#2JOJo^mIiXq2a#~6OlKNgrObffp~)tDucF}ZpuU){dt`Y**R@k1!Wcb8rKsq#ZtduDmJF}6X*ISWJ^$v>NH zo~-yF(->h~_RRb@NVof!Wt&?!;dOjgT^(tvA}>a^h&I5A$(pLx%`17B*^*u_>0C5)_1M5sj=-Vx2$wVsXN~UBXW=(eyQ4xqL$yaTyvQPu! z@(T0j5TbZyq2#jwQx$IlNmPl3(g_PtdiKsNuw*4Dm;E9=#U^t_F)KW}*_btS+{JoC zpSr_ZgF2s655qRA!1Si9!Zls45PMDHnkVIqHEqGMsT{2h26!!h-Swhclbt-~j3sT{ zb=#m=T#gaD~irz;1eq&hSy>ap`}P8Ga9gqL-b{)@6f5x z5~moDgcLPOiI=|`fC#0sGEpLBz9cJ?t4gU+p#;lBy#b31F!-v$S2OMIniP_v4mBwg zQ&kihpn<9Z6m^!8xFn*lsywfEm&(4D2(plxeQ&R;Cq!H8sES-(U6_#2TI2-PWWZWH zoGm%drCROYZ~9xH2rLg^U@qa;}KBSyNJ_ChAqo5g~wWS8Hv?yy7Y)yDJnd9$2x|M5;0(48pDE z^?QZAh8uVRuySER3Qep;Qzan@N4miXx-o&07eP`~AWS0H?^MO`zNu+H)fansHxJ)o zt}WJ@&v`vdOYUCdydNI)r?zIkEmXy7Xn_8ahLB7mN(;tXl-KezIbZF06>rTnPg*mI z{;>tWRve{$5dbw4oC>OeuG!sE8CR}YsM4X{Y;?iM{8}%zECCql!mhmCRG{mOoKZPH7Mhwv$b<@10x}EQ=uJv>E)*jZ5w)1>Oae+VMGB#cp%l?o zW?}$SK&-z+!|Tf>t+iG4?fg~c$C-bhG?8C3I+&X#v>Uxv5!tt{u5%J<1_H^7kW*^X zA>Q1!^Y~E)ZCmMrl&Vrhso2O;h6Up%e?92)^?hD4Tv%z^U_E0-9v-vB zgx@Q`GP>a9_r~V>uJs!hRmlfBDyT7P^{0nQszOXC+%i0?CA*#<)UsiM%rj6PUwQ6Z0d9HaFvdi$cv9^pY@^_NOU9cspc> zhp8q&GpFv9P3qF>MhHS=38umnkk)Hn>*Hwm)@_%ui|n$-_4W%)D6`5^=Gk~P9E$tT zqG&)(Ax$7v6Xxw^?}uF>S1Q3;RYHU9V}Im%hM3f!5qDxz{{{Ga;2RKvG@*dJvKD34 z_;PU;7gF5J%qfV-_`Xa5r>hKiFM)B7T4oL;5dv>CW(nd|+`ehF);D?g8aLY{7+1r% zV0vA-VrjeiXfq;Megw0EpbLPkFjIH8o*@mB4Uv+6Z&Xew%TS*?tB5pkD@ zD9)_a+`IcHFUm3$mKxN0qtsHnUbnSmOFA`8Cnc!|5j3kdgP_l+EM~IyQMFug2U}K_ zabc~RUtvpGmWhN4=~;D^gAe4JLc~8ZrR>+jJ>=(JsY?n>&6AW8NP{SGnx(4b%8Uit zAIiq_^pHl$;j4GP4OjNb(@R@2R}5nsvr%g0bJbE-#!zZ4xq07gT+0W(qL;ydEadm2!Q$JyRnL)dQag(rn+a+_Sg)DB?T# znGo|=x~eK6Dx^iSC{m&?<%b{zq)Neg0s@5U0%k@CLKx9b$ffvDhSrLlFGMt+fkT0v zCW=y$6whemyfroRRACcS{F2!*9-oxbWWKNYiT=BG7r>M zTD42MW8Fkh^O>vkR0tREr9HuCtPnHyk5x*=4yZzWnFH4;h!m&^+Vc2l5)7l zd&e&r|A*O#sa$OBwL6%lE5Rh;?ql<|S1i54h*Xdsw1Q?<0aersrhQKBt@l3akU|Kv zBI~bPs;^^KhA10fX2X5u0daw^%vdF8rZ$6LJFW>5=!4z0#IEAC(n^6sW+s&mLAlTm z$Bk)ZG|9I%Mg4n?GoX{^P)|*uP=S=k{25{e5=%=AD5aQGQ*X_xO0tXvm2@e9bHSxd zN+E;;uT+;32alo%9c5Jzlx5=#`_|he&Y5+FhfK;IdPV+N6eRM@ij)R8RsZ`|x{y1*XieuKxsoU`=mr|%H`5Xb zm=OI#=>*-&s{$3tD&bPA(a`&s-?l0GY%RwyQ|BD((Bu4^$3lrn%~f*_)6rzj*{o-- zS=CHi(}HA%CL;|{&&CEj9gW6lxjI$lTz{0N=He(-b9Fqs=8)@@w&A`NV0elqN-Y~Yn2}cQ!5qd z>k%=fDEUWVB_VV#ImJ{|090hKTupjw$N2_d-GA@>rhGTtm@Dna_w5>$O+NbZ^L8A| z>SLR~bKXCPim*~85=2=ot=9ygHE~~?J{SXBau zb{d(OC|480DJz)U<;Tb=g^_V@KFxlr9&?&Bsz4YrQIW}l(Wc5OE!FmNEiX+tOuM*y z8B4^C7O|qPsaL=Kr^Ii|KZ4JSQ)M^ZA=}H|EyY(%fbxg-4SkBJ5)w;rQ6gT>QM^`& z!@P)!%9)XrS#Cm6ahI2`+a=9(G9XP&Qfft(Bq2?kNwscfBC!l15>;U`AJcVnH#M@V zN&u+0y|^ML`5JD&kjO>o1nrMB=!-uCxKR*~NjFmkureZJG*aX(Zy7(XJV7!4=GBBY z7E+(Fe&n*U&zq_0Ruo40%bBY33KeF7lBMzVz}97JvnY#wG@2dATl*1*6qjgNQ}b`& zeWe#ZUK7M%097EeGI_h{JVHgZ-yxn{hS&r^OSsUaf;v|!b2Iz0ts9?4XFR{(cBu9e zfkT!{xlu%#uxGZUaydU{jY2PJrBPXvnWfU=S2{{r$k$L#0V}z+zkyG#v!T1~kXma+ z++tJE6^PUbiU?f}y&%`3hS^phHBiw#r z{#;=a%yK1~?hRXXR)&jo7fr6~s$f%>40(-hD}Yjwlni0I)QX7bZYuQNT;+D=0d+-a zEm=$RCRL_1FEevxg9+{$Z4|-P*)pFhm>H3)FNfcxB*`}GRiDTZ)z{HzT_t+6eb^C( zwyIcC+9vTOzDI2#_tG2MR$5Cgm9!VhG0fS_TQi1LA_YxER0aCS%u1AKi_FXm6%e3O z(I`%l?rrgz>kL)laBC(@F;||d5J}M!D8N`=AR~i8Qc4_V%Wzt$-^X%R_<$|uoIHq0Ia<;9R$I6e=zF=VQjd~oe z8gs1)BN&9BGUGb$bzTe7n^}XJHA&o`IyC>AS%X#^i?URd`6N|*gWzH=l(^WfOL9fb z_P@&g()ibv|HoQ{!EKW=MHVhXqOg{Qyo`4+c~cA}svecoG+|KG(KpOAg?aNVJC;`T zt#jLlm;)+V8bS)lS}HfAXziqcm(*D+gY&E|qv@7JtFW08Mr}DVp^~iQy0o$?mt;mQ z{cl6xOeuV79_D81A+_NRc(=7*Ay`Ye#(J#xG!KT{2mmDGgMq zt0L1{F95Kw%#0^<` zu5qP+YolOPXlItq^o+dSTjN^ zGG?jL#-5u~n6qeT;*UJLBufZES%owvWSNRm_og|MkoE##DwZ%Kb@X(BV6CtyPnemj^FE?pAAfMsASMK)ea<_G zkk4yXqcuav$1#0gXf9nuVAYT}^$R^cAGIc1G9uOq2wY)%{`k9vB0DX@R|q1mSbsmX zfvH3#lo)2AAWLU+h&QSlSO$HC)>Tzpr$*FzHCLLcx0bP9@;y^2ZI{`Utz`VQ?h9*4 zWsfwGwep&JtWQK!b3ijZ%A093(u{~;Nr_8qswHivzXaQ&m6SwDi7$~!OtJnl$N>s_ zsX|0W6?Z9o6N;W^qsvEyxQz9U@YJ z0%2`)yT#0!Pl+sf<*sfKCZhgQ6c-?puWV}A_jb}>x}ZZdv1QN=}}*|t*!%F6d|Qx32_CD zdi&ED|G2di;sL3W#q*Nit-a~JYigT^@U3Gs){l~RG^Y?{$d~;2l`a<^B~sP{qry>B ze8G=Hr+D>Q!X-$zw9!z~M3VqhwJC&IRpss<=Z{+#n$y+H42%e0C)%G>j5bR`+)9uM zmg$?gx2Da?BWrpEKv7N8P)*YkP!d|mWC|CE7xh($BnwPn>vQ3nGmaINZ(tWq;Ip5L z6%jLYl|g!weUEM6A39B&yREPk`lygz#@men)&dDB)TOl`SMlALZlZ3&j6#M+O7?~{ zNgzavC4ecLtnG_lfyeZMi3oHRNkhAN4_g8&rh!8rsqFifbKLJj1Gw zp{*mq6)3Gg)R#b3T`RM$bSa^bP|09`MT3~#0gYT)QwecUO)MqUk9B1%B{S8)Az4B@ zie#b$krkCf5%{Nkq)&r5cCb6XK$>A={k>!f4K#%{aks;`LRzR`Ac=K_5Cgl=U~t-yJ$oJy52m)6j| zCPiV&a+!1O@gVO|(O%*rxJkWPGWd5f6OqV8Qbg2*S%Y9|(%5g<@0E|r=k9A=C+kKw zwkBEtkj>=1>wh@yPwf6^|MxzES-G%)tpo)~Guw$F5L2a^o}=m+m}WFHmA>N0sxD@V zLadxsG+361SgY^uGXkDnX2O1Qc@tEvVwGvZQ{7B-SDJWi4!SNiG1V)D;Tl>O=_m%` z0&>@4<-FGAQ#k}(jg+Iv%7z@*I5(G}8%mzBE+40 zYcA?i&@#1BSqX^1%(|La*~0%Z_$|#HH`nE@`VIS@ndA4ro1tK^rmhJvU}EE1SipkP zwUtK6wL;d?x7S+_)$~Cwnq?EL55}P^R~1uu6LUiKBH}`(D#i*-tfv4tTfO=1`Pzjbs zRTNQxp&^2EaR}6;yG&P6)!zz$sP?os^%b=onc6f6y)i<>l~c%5IY^%UU?0t5=_?tx~jkXZ~Mdj(h* zjd3JdxfO@%mI`Hv1Vx+^d8(BAw@bbR=VCExaV1BZETmZn95Acj2#x9$yI!FcWshj{ z0;>3mg}m6)Y6=5NtU0MyPK$}PI&%~GM{_OrGDf6bqsbJ@dJ*kxDphN_aI&TKHsttF z?ptsl(W)v?iCqLNJEE3R5aWkF?VbCpV)b7ih)aj|j znKd7?Jx|Ns)U!V>k1AJC?0fcqZ{mVQrV;KGsfegrsVOq)iZw6_xP?BI(or<{k_9rv+JHAruc=jOo2Y(j6Oj^u zYE>cYdMz1?%#K9QX((~CgiS-AO6jRv=~VdxpbnVV+ssUpmqpzJuCgktVj)5yA`@7E ziS@pdidqzby#5qugUuZ=B@)IVLeUEr@RiP0Ot{#aVwXCFp*b@{ z%oR>GDM4mcC@R+Q-e6p@h%8VwqS&Bduu7OxujVMML|o$D8P%Spm6vB#>?erC%2GL- z#O4RD5lJm+=c~IR>Z)EU0bwlpB38Ctrd-eKZ%28wTAf?;r*4R+^ZOd#l(-+?pLVlS zQDrR%RH$%O0mbBF3YHl#tlccYYchU(?lDBoU|gt68X%RKSh21tR@UUz{>_ReGMT+5 zRVhG`nL1BjN7{ffkR~Oq3#@47o;`)8DYDA)73@HntssLI<>D}hVQL1_;&2Ek!dGrc zs6vsd6f=eK?72pl?)~VPHs3O@B0>moDw!U45BXjsdY)?J*n+QUtX}#8a zFM7SbJj?5mk%29NooTe5D>*hm32yn}eZM)aLs}Sx$H^%n+m9as4x&=TBa7biDc=C zOah`q1Qhvn*;k2zlH-xJ`}Z%-1=me#RpjfK7lBfQIvYfqvJz=o3TxU_`zmvij4FYR z-lPk9t!Mnb>_fXc+Js5ED2y4sWf7T5rGStUDT6Lmh$gTUY!tv9{zoozX1Gk#(uN@( zw2nU>O{FO6FNq?OZLHudS;ap1T9e_=vz<068?7o;d|M5lbq*zs+-C-=Uwwd zF?+LW6Rf1d%)I9-xm41{tXhS5?(XmD|EQ(q;-yv;mT*~Rtqb+;`!2U*#Ti$&AmXB4 z)`pnQ3WCF%!UFW*Che%cqQ|zS*}T%TxK03s3Lvc{NR*jf+y8Lb|D11czw=*w|Nr*S zs#7}E8;~i?;zSDZq83IH(zs@l;i)gHAK7G6f6FeJzMQ64P8+ zYsIDP+IDK6O4)k5b^TjcUYcSGAsSq@ci(wDni4FaL{Xd?m#tR%DR5K&?7w6&^&ERlTGUJ-;4#-a|{Nz6%eAAP?rJD-1ByJ;T{KEhWNbpavs zw-K`esh8>nyHq+@<2B{Z$f`=JHM1tI$9Z)%ic4j^K63_DAue+juK}WF&TPYkkV)%M zkP$41c&UXgWXo6#$wFjl{ZyUVz9O=!+*H_Vm0&eBeL*Nef-2g~x`-uo<|o5Yqp~Nd z5HW2-ZIoL<3q@bj#n-G@4H+o44%tv%31*ru*TvCPApr3QS1OybLC&8N(*odnR-Q;c=@JMxtV^XAa;9E6Y%FeqsvO{-)aT^)Qasg(tzy07QW24x-?H?eo&W)?z| z>)EI;W+l62t}_?BF26nf9qnE7Q?H|dX6^NKQK?K*zUJyhTw*}nKv;2mK`yT+4P_Yo zt*!%c_UTe<aN(8WoS!dOD6hYb25t|C?HkXtvz&Xb84-#9$+>^np`e&HZ_Azvmd!uu7j_BjT!4{ z*N>iPW2D_fALy;}%na%cZA>{$%cWhRJy-em;!YXNjL+%hZO=_hBEYP1g%Uv=LzzCk@qWi3 zv>-HSrGO3w;OUisEvh={F3gv=7KxelN|6FRIH3wrxV;E7LT2Xkd{VT%pl3oBW38Ci z=n~H)roK0HzZ}@izP#7JMA|krCZYO^=(oa;vwn8DAmQq+Xr@iDW_^4fThVYMuC(7m z3+V1;2H(G^H(5{21C_$k3g(K)vX_=JNU)$NeR2EL-6fG~04ul>8oTlokCc}#O`5X{ z#@T-|uT7p-!CVB{6??n+7hPdbR;Y+xIaeBo4@zqty&mzHwTx|05ut8SSHeIjTqy$qx&*5Ts6l-4YS={XV2=f0*$}nr-XdpK05DgS6oW}vFPG50 zs!KM~OGl_S@hFebs=7BH4G=q$UG8UIFC0>>m*rXcQqf7pt0Yy-)HG(oM7?!Jt+iC) zqqF%e_9&^+L}@_*z*JrB+EK+&Z*1O7RH+}dSXxn{eIqb4Rxa^Rxt2fCaH39h(f+lK_x}C)+qg&kL#@^RzMt#u`nZiw%1eV+{3Dw# zEERJ*r)+@~Z+E#j)Vj{|e6CKDK}9i%B#@Go_wqfS#0yQBv0*t>bVM8S}+q=Mf2scMEA!76u_88k`Snh*m(uF z-fU2Bt=?Qz8Kl(wN?oc?(lKS^6yf;8=QZ`g52KcdUF3W>uQ?{gc+zn>MmofWF3GqNvI< zab%ulC2FP+Q;w?&K_suLK@O#ZSZ9^5v8kHGE7JecGiG%gYTL7ph)^SG8TI-8ev_#6 z;WfPxy%wGa;n!x}v~7Y)qe4JMNkf!oa;B828cLB0dFWM2GbaQHR0ydCmIG8JBt=yf zQOMxO4Q~&0YXaF<{@n0*b4+|&e)Jk2~ z%$eR*Tvfy|#<+j^+d56Py*`v zClP8*3_y@D>uv_7v)tRvcBC%!^2(>%CA+~96H{GaXJk~qg`IzwzpVC8aZhxML&tPEW=rDiZBCzyp#l@9G< z6FOCr1*&eUxwq2=2lr!b$))pCPjb-&O-)@eDveVRynH!^j!pzpTes0}xo~`(%P`!X zHt4SrFaTWtTdRAMck#_^)^@>;&}U!2Dk?KqE}*;*_YQGutL#}=sfEthd?2)rBX;O! zZ2&7GGqGA_TBvscky$8#NGc#)=h8S(3{8L&r(mT{WeBZ%^Cs6ZWu>_?Dv^s7QcZzM zwbm&wK1QSTC2f_iWxQZr@;s%bNJweRW+7{$t_}J9Hq6Pk8+!?dp;A_%0^$lYoYLI!;`1&tT(NiRUNguL)z(R6#o{cv z&V_Ee@7-Z>N<1y6dimZbpj9o21mUbLu{+ZKJIJjHK}J+1t!`h|d5Btbi8*T?_3}aQ=qLjh}3J6B5Nz`yPYwihCbLo3OWEHW|Zsp**5Yg~i zw*ta09dFCO5Zh{N+P1Dww|c=%s1kKSvUUID+d00p_Rb1kX#vNl&@bzeEkcozDb@S&{z{=d(4;rJX`F5^k8dMb*RE;>pXWTgttFr_YAF93v@u{1NY zAR;n8J++peQDtp!4%21N{hErFR4LM4!~sf)^8&8GRjlIbNLSro>8TU*n8AQPU0YKz zb5*gjXj4ms4T zfd{7WJ$|aPIYonrh*&c-lg(&k1qzvphRJz>y(zn7M8;)UV2G6KR`_O?hAEhWYD$Qw z={WAbQQAZ8BkD6)$!@xtkE$!r2U2wdq`_Q$=)3@N@98ZVKvIyA+xluww25{K=okxq zghBR5v#NuXnJ;pB>H}%hl%ANd=4xu}eTl@mkS7>0_KJ#RUac#dR zn&dRX-(n>5D$mx6M0dI0*$eZGxZ*kMBek_sfq`ZMRmku`?=~APM~^Pog?LH}^p5*C zLiQT_$?Y+9MwwmK9;$ctUd1`{F>&31ck!m1_4!Yw7CqQP>eB0{T}PWZ;`(&E_0P>=rIt-aU%*XQlqvup9$&wqP={sve9PS4sDl<$m+UwTpzzSjIDkS{_MWP_C=EW+x1f@p(A}vW5&51 z=db6w_FwCII%o4$_MGi1Ut&wv8->tS6;{2g3y$WGW(VtFrMY?Q0vd84h?FkXg)R!T zDy}2zDLHvfjj4L7ovf3QNV2}}>~F*^9z8yUt7I?v#eZkMOMzd{Ki%?APh(n*10P>? z4asf+T?vOb2xm#RvJL~QI%+DWjE%fsJGH&s;Sej;@Bo^cr9M_O07me{aHxHJiwn9a|@9 zqW+Kn0nyNr{W$$8TbW5-(T~sF|JiU4`GD!FKds#9=lau{xvf)rn^Ld}|$*C-4CQU68nGR`n#p=!Pd$IrB-ah{Me;T)cKmO}_e*OLSIBx5n?LR*3w)n&Jr}Y?* z8y+DSWoDP`HfKJn$B7%f!9AfYH`zPhn!L%+bI8|T_qZl&sa_(-jBEPjCgJi}b6w}1 z?HAtekFmzLKDInahF4Q z)q+mFeR+IDJch^KO2$?g#{=JauJ=cNeTb%iHhTai?muII`{q=+l_C-1zC*^;KNCg<$Obzk|&rL9Zfm+R_P@-adYQdk%apdYsHFwbaB!UCbpPN1mnG zu>AAK?fK&k*Cs3HJMS~@{8{&9-*l_Fe$;h7$N%;1{WpI9zuD)1{Z^xett*? z+aosJf02G$>oQHl)#9_vR=vlyn{Dl`*W2;kzwdIV|CGL|{O7p7#QZ+;xW$l`&Hifs z=k!y@?-jEh<34}AAOl^`)#sx>|K+~^?N564AHRnwOr;&ek2~n{A0OMV|MqpZqfa~% zKit^#o%MEAUjETFng!~UaXD^Qo3MI26+i2!{4CB@cC7KFU)?6!`xu?%HD^gtNqSwPAa=PF|mKtPRzgo5TOlhs|@_crW-#B7tYk zuPGozZk;z~UUK9>>%BjZ_qG|45!klt)_>mZ_~rIKZ26U*UGpxXwVn3u=k}LWLjG0y zGx-*Aqdcqr=9uHU%ft|WZ*Gz6xMCvNzkZp{%j&{9*8Bln(ixcT`q}c_%%ts?cC@!` zb^DIYXH)Nbui8Ysn|5BE>mR(YU%ouQ-Hx{@_I=>Du^x6-_OGjuf4DgI1=WFfNMDDPAnn`>3_Ag`nSD$}kdK%K_)Cc-u zZ}L9wZ*}kI+x#KX|2Brb0>b<5-K*+w(Z76TJK*84EykE#(zcfB1Ry&{f`TchN zYkvNpRVQ8A+q>L*#?r@iD{br*8rwfPv(-;skGABlU$noUE-ZWAws_lHe-pbO;t1W& z^;oxtQvKBTdEDcNDC8HJU;pMae*Lwq*>R37*1Z;WpIhpi%bQk1x#;xnbZxii-L0;-&maB#JZ*k#Z1X?PmRJ8sy|}Kr&f--zi%`J; z{EA-I+a6~5)<6IH>yafFHy=9MrEAp$O6ogL)*f8$hzc-e*Q0L@3l9|(sgc}4cz7- ztH1e|U)9F>wNId=Y3*8XhOOvj?PK5a{MqKU^-V^P{FFMa@6Y)Q{mr_AC+2gLxXbMM z@$v6}Il52TQ{LIWQEw7zQPq{#)8ez`X=~OsIj3^Pm#xcC+n%FOF~5QlA5QVexuN}2 z?)OuV;^zk3rtt6oXidD|dc3_IW1L#V*_!0PTRPA7bKN4xequXo!Hx=U&3)BKX-Kw( zFF3c^>z~@*1t#b2SMm6}U*{Ki&5_Y%dk;z2a~sdZ2U;BdXG!UF6+NBh9H{MiUHdk+ z4aZqOkG4dfE3S`m%kA@!dPpyM>&s#qr1j(Hhr=z*+#Qj?6r`?8>bdBb0@it7-*jVgj%V=n5)8Rw}0bkI|W|$UD%j`13qiv%!C55z}CfRdk1R7gTq=a-@ zrDlp494aA5Es+3TqC-yBIp-)%715T4TFS^Z4{0V1CPWcoEP0j6`!ye?H|<04D(4ef zYlR54c0zz;-eVrPUQES=ib^wUf{qMAk!#a;efwPNy4rPCph0!ddh_#%nVFcX!idN` z5`ljE)w`jTDJ&78SE&S>l&EB&7I{R@l|<@!epW5h76r-?eDKlTG zrBLiK8V|^iiYKCL?Gj5D_dcz%nTyI;8R72I3OVh_tH+6V7lSj>!N$AyFDOr+>Si(>! zRkczOumlvPU1Y8KaWFlM7C#|Bvp;S>j%|fPPu-TpR@YvkKhKX}SJ^dIx}-+1R8X!ku8PXwwa99gG@Hy?(<0ndO4gdhe>1kx z{v!1_&ySN=^?llQyFT@m5uRCEQk6BIbJ6bYwXw)76Lq6uWv%tM&{Rm}r%0LmZsJWu z9#Bc@T90L98EPgH^KxT1aj)k!^9a8W^{*w7&h-BuO@Ff_*^*@IVQZ?Ac%si*6 zy8AZn1qqM>j5&jl@68z>fl~@NAxPlZ}=;tkuY_`h#;|ZC<wMgEKRSk$nWl3%!eWo0{vd*};oW&Zd%jQiDU6rA0;cX# zF4(1ut)y-gU6JY9aWLH2%BNQMj%+bJj?e&G!(c8|i@8$LXrO4uqUeItEOu2NvFpfm zXfrw5J!kaV_y6rCd!B#Y`8`)dWpiV&PIHTCVl6bnIL9m1U7$HU9vGxqHz3hm zm#d>Mjt8K8w&5XPgKAMyWboa--jb{cL~kXaD0*SnLxz%@?E2%B6M7@oT5d zh_I|$sZx88$F~Od7C^e0SyjnQwF=huvd^Q_#pyUKW>;5=WJJ8Q>?FQ@_GFdTU0B0x z94z1GlT4{pxl>B2*ds{IUbdHUz2d#gX~WxNoLf|wBPMEK!H75d=WP^hQ>9k1h?7{r zJ8_hhYws<{+(rUt&dW6ax`4elcE2+E4nAmfcMt_P9L|P%ErhqT8v3J;Cfij=uRjeO z&_^hHTX&uIvB!zX5x9iY*ar7N%mnKQ!8MrEK?xHKyZ0Wx3PxsNH$W+8t)@jh%fGNm4JYy$>y!GsIy|hxqzU z={Nt`IWD-ycJ<=~>zMsU{iprfGsr14f&^SI@1RCEAiVZKo`ClGgS+J_p9l zY^`6m|K7R=9CmZtMnk?;TqEX1bKU~Ocbyu|w{3#yH8Fc_ej&OXAGsD#ZtaU`qNg#& zQ8FEqVbwdUAixgr5@^YDL%XRSFn78c>Z4hPS4Pk>8#`gG{oUu){OxMDZqK^(?yO>@ ztg>3q)-B#Hhm}{Jm)pD?hNpG+xr;p=gB;R++1U&QK!P!j@E!L=?)}jU_Gx$~u?(S# z#lc2*k8!&4AV@J$$*u%4ptuEXwsZ^;rsM3TT45(*g~hKE@gA;Y)fSs(g!j%V^~d7S zB|;t|HigSL&nHb}4ces5G1l6U*7+!lqHSu-IO?)JUj_O?5*CQ?u4o|H=*zLOs~KTg z!YKM`($<40bmHTg-ygqJpZ}*npa0kY^RNHS|H%L6@9X=&e);8}uaD19{M*w1%6OwB zgHTcl8|p9}(Kg-StnO7=Qa6m?5fL;ASpejY7;}JCkN?a%>>SD?`pe*If0WKV$3E9S zn)8A{D%mIKGk>SrS}qu6qe=pL^gm6%MEp`MTlO+ISJh$PcJIm;Z5Q2H*k;M+@3R?A zma}CIAbm9KryjDTv_-b6scKzL?P&&H&(7X!5EfSL&&*vBy3BcMd@ht}PM?1|Oe0TK z_4jBUVA-4aqds6yXq${^qnVj7>?^y_s)glbQDz=CVV|X^5FST20@FI7t63{kQcG(U z(XZInSCnaYor%>cg~_afW?=8yg|lk7H5_Buk*ikTZp%OZc}=1aG{c<{1|;w)5{53TXmzC_{{zyY+AYZ>#(K*PF%)zDM%RGM~BG( z$LNQfV@&DA%uE6<9J9%}ZhW@(vOu%fqO;e>kRH>}XiG7{-qf(jT_sijR z9D4tj|D~FUf#c{J+K)qJS@q4Fs3*0}UxKpEwzJ|*8fAVZewB`DT>8_~R4OS84J$V@L;qZM7f#q>H)Np+OpSZJ zjMCN;QcznX({H}-4g0*=2--b;?;H+9$zD_!sH}@@$3FbJ8_IT?dth73B;EB4huaX` zF{^f3w}bpiO6$dyy%Vt2U54AXKsBDbp4ec0;j%~^Z{S(e++r@IyuvE;Gr%wcne`;S zdWqYujew)Ad$2Dq8qR?g85bUZFV9?WTZhlj5uyCcsQcOQ8ewnYCv`e1^w^y4Y@q8| zOgLmIo%Z>2^q1JTum}71uB!F6_Sd;S*~`7nEZrJ-dX~%AD6-3&%+>6wETV}YVenTa zD=8`5onvrS?{ap8q);CuOXtU_43jkqF>v`(c5S}R_$&PCe2d3b+Z-{VbN4*|=C!q( zKCbTvycwt8FtAiv)jq+|Nme%-1qmoxf&`0}5=>_2`0(2PJVMto)?M{`#^?3>mth?7+}8C&*zBU-tuVECwF=+yBegyv~YQh^*f1bM;gEEsm>)RNdTe?XX4<-j*yBgJX!; z-DPuJ+82~n&^m=TcUwr$%PkZw~k{aQGf?BLtPqx}xTpE|BPIQk_ko5q-GWW1!N_OJrb6LjyE zKaO14g4v4|tXvzx7@9;v;1hD8;0I(6|LR1?85G2eRq zNJ$cH(d4n{-uDA-VFquB3L`9zSpJtddn_MhAYpSwKL@_)Z1Wc!z|h`4%z_S@wYW8^ zY-bo5@*sWOmTY~NpEcuo(4LBuNlL$}1AVc+*hn{z{F>5?c^P4@s$97osZnD^$O)CP zQ4O_u8}{|Bl^v3u&8G_1gE|uEHs~cY6cMfqaVS5rquA&dU7PIkRkD{XSGtm(HDCS#*rUF76le-#Yhhd9fjxjXCF> zcKLxpDOqv?cF3>I!eV3*YB$|HCop)R;AvUb*u&1-&#*7Pcsc9WP7}k9Ifndc_5jj* zKWyDD)@}O^sNxlOu9}JaJ~?%Jzrsf5E{HQ&uLXa1J2{5AYyf>3$LYKacP+M=i=<`q z#p-Skz1R!YY#P>a>{h+XI8AZ`cY^3=m@Mn^k;elcZ{yeh@YBct^xyYC{`dd(+yDLc z|M{0ceSf!)|2**jKI?yZmgi`=0x~w$4z#kl`Uqn%m6iGW-MownFu|%#n54pHkZ#=j zKdZlRf3-cM4|8zeqdR)l`AnnFXs?x9tKEk`|Lql#mrNG!CSqj{9GCH?xYzmF{ev*@ z%sQ`(-A~bNgxOW6=?s>*zDJvmrj@yLdFBvBGIt>9=9acIQoir!U~tx-k>orA}Z zOLdx69Ve08G)>1mA~5(OxxJh^jsPft5>i$O@1B`m37C&#N>#nQ8eOVqRac*RR8S~W zin2?1xWRn%^AxhX2Q*+!UksWzO|}8GRE<|wj^OszrcTvFhxVjI-QSLYH=Hk8nYq+E z@n9GofiQGYaM*}3j3|?M7xrR<;WekOp>@@6Re2S(s!HzLXtk}jrO|10$kN&XpUldx zM_Rv5CSmiC+v5?rjYI_J(LTE#thxs^S1s5_c-MF<=Jt+HM;T`$IgXY~`>Lg69>RR|9AcjE6pbg#0$HYH7Sp7WrQ#QusPZr-Gf8+mp zu65=rHNr6`&59@mY(#7~zV69ZSrvLVp>_b)Ei}<$^_jfMZE}AZG3QujOHbrFw|mnK4TCY)@7DIxRBphxLRn0z))=K5+(>=l%?Oq3Mf@Ny&jfk(De=qD5W$pts z>;1m#Z?Kqt9mmc6VOh@QM(s#IwX@7Pe3%M*Z+{-)?eUa8&b@d0wgYd+Q{Q3rho_s6 zie1o)T4_cCR69Ylwr29LDf(tXN&-jdHh3t%Z=4##k4sgd6Pfim&$A2_qq>`MIKQyJ zn7<$M-hQAx`TF9ffxXZA{jbG1A)#wdoaH4`xEzvcra1Lj=3*$k>3WTLK#4V zf$hG*_1z;3x5LMC+)sNv+b_I+Ilfe!!0zl4)Y)e>Af6*=5%7y!kC6ahK%l=qinUaB zFH{Yfhe?^WVRc-r&IdFAHViVCv7}sO7b#OYFM~!@ds`SPSNAf~Goz9y1B~HAst-IO zzzYu^BhB^r?mq10<28#gGbUi(YFUVy_a%7#ABu`Fl`A0&=#bU3X&rc$;`- zD)%`r7$GUS`^&=l(j-{Nm{+)K#VK_UcZ%v1cWbpuH8iecj1g~)o%_*!azA^w`6;+u zqRNNc?14NxAD`4VcXUEciP~Mz+^ckQX9#=|3u-uqh|W_xkFuD9$LKfYRrO0&7ae?w zZyV^qP*bdAZM0~J8^>X?OU3gH6L`4`Wj#p1es}vDc(L*3V|E*}!wpr_5J(y~s(Y)t zI!Nfa3RJk+LMKoKwhLWlB^Iq92xzAuvo=%4?tY>dN`miQIm^(j zSG*BU!iENFJCxg^a>(0uf23`4~slNbL3WIWDMHGGa^~Wcdtzc^~%d zk28Oq;h3(bA*nzc8xl#-sY9khoxjQ5hZ`r+;B&CtyBl_9fe`5E0F2Nuh_qC%^XzUn zcmvgQd{OU~(dI6x2{VJI?`X5a=-zZS*%W-|Lk_SD@-C|7rV+-c2`)PBod|uQM~#f&;_+Jgqw|Kok8%h?IGG(Ha}?)?1HK zH#2P7adEn@`nbY)$K6IBZx2taAMXi!I}D#J@BDLuJp{VzYvzB22V2~&%zAD!vtrnA zhO7ihl}eEYC7eEI;bjIu;`3k%XRiVQQ27oKm>r)a4B<8p+Q@n!Ec;qWT_;Fi_#QhRDU_PCCh zHm|{Ke+}4n<-V*Y8U=ORG`FMK07CyNEcuU$AFr$G?vg?EU)?Akw6D%9_Em{mjrV&O zd@B-dmTr5pCiT&3kleK4q~n!UO*iIiwJ1`SWy9*2opO)1{c(PteU2lBU3OM|XpP8W znqkwt8m8qn4zhYTGM7k6?$dl!{)&{l1x6Iv#1pjGW2}DAHA1goD8)MS;xnQdA@)v4 z3O^wG9zPH-TczU_RD<=PfBcYRvt&AA0`Hg0*xFT68_WQ7XV#;}anL2ysl9e@AD9=PYyBF#Q5#hq zRkQOzA6I-Q$#6Jpy&QBfw6K9vb)m~g00xi-PVh|B2GJ3cnRFGfAC3k)&9=qs+RCK} zTWhOm5klmK**K0j;$PJFuFoc<-y4tCHf}|$fsK@2$!mKd@PGWyk@}Fj zD}cq`hH`rV0Ef^eR#mq%Gdy3thd)wieEIjBZZaxA)eqQ1wuypEQuE?q^YxF=W~M|p z*d-tCZsBI)OF0defb%IIeEEINUa>40eK@t1Rb>sTAz0F2t08SF>4UIWJ|?gibJ1k# zmJEhWkayk9S^XvZAl^F6#)tbe^LFt|EH;2XJehq{RzK~;i6@hR#EOoTcgG7YU7wO#%%OH?~E_F{Mhk(_0GP? zzi>_;k2(RqBo)wZo=q<1wzvrhhRjJ4NgwF+@n}*A$E4q|kJ>{$f;0O`w(&*){pjjk z`?y|>7g|Aguu1K%?lxXmt9rGzbImv`g!2dY_RH*JFs8wuXXRSQ#Z2GaV162Nw^t1a z!)`~hI(j!>VqJHK!+6TWFR&vt_Z~Q}UVoY#`IrAte@pxL>(z#X+5I`b@a>;2_kYoS zx;d70qsFZ+w=|gkb+68(oC6>sS;!Lz63W3L7ujF5Y_F6c0W9^M9CAwH`DO6eRY4J!Pdb%Cs@IJ9O z-L97l=0)qy`nS+EbQ^uGy!-lfzW=+uH@e&`3{(p`!bR)7(KT+v!k)RM9`jheh_16i zH?suH5VTy=<`pB%;b7p4q>Xg*w%s~MH-n(mRI4h_lv0G1f_(_qavaBtY)J|zp&FfC z@Ai&nmCL4iz^k?PxsI956cgNdz1kyaqt4pE`U7pJ?)u|QQnN7K{y5(#d$=1S)~{1j zYNf}Wr5)=>0NcNMtLqnb*RUBHDT5ygM5OV#&Qbk_Ibf~C{^915Wq>a!U0ADP zAcEo&o-ulaI+Oe(FDj@@Vs~>@52{-4rNL%aGoj>ln7!yYVFuaZh84bvmTztGwq@R4jq3+v6dGBDo!aa9uPc8VKPlkdNA99@9Fc|lbAPMb2)9P-WS835 zh!}kTQ`j*?(Wt$<>B%NMMgJ zQy<`&aY+JUK0OAQN+_##YimDQbTbkS<2cN^A%qjw5}U)EWb40*lXjzBsIo-{6i&qX z+?nl08{XPgGTkm(KvR|HsVXxDjV(XEgahV+?cUua-Tiprzh3O14?_%RB6=5V$bOV* z`-ujq>GbI}g86B{w0XF~0IrRKJsfD;@NMR_2{b5)ZRblZjO-4=h?edCdjHS&%qO)X z%!W7KH}&a=P13x(sN516#wynhT(h~*hK=yt8YuMG+)#IXmmw!k6dIZk-X7!AE zR9X8y{X5pgqv>JEvE0XD0xu4G=__})P_0G_PrP#J9g~v`dgL4!{kU7t!3!({ zrvu2UvlgLL6HQ4>brVHSMB%kRHV%i(qT8B!2coNUpSyRNhld4+dqov!F<4#C=gPA> zr_%2a)Qq?H;L>xi{eW{^UKA*&nHO5XE}h$9<7Hm}DLb>R#2L?7$U@5iYuajG9jiWO zjmE%myAHc1Lb><({PN%0{@i`vrQvv$<=!gS*WVs41T;jIc2!T;Wt_9ytVm(#T0Xf!yQ-8|mQQ`NyQ zXh~>l@UXZFom$v`-Kgr*9ANiSCpa#ZGiJ1WKeijEIcKZ0#}{Su4};g>h#Wk<-?3!{ zN$4%HQLQZWWqdg?(CcEWaGcvP&aVfrc{4#i+ z4KorX_?j;bE4Q<-H3Zkm8b`7c?tJn~>2!t2wj!3y;MP6Oj1HK=(G4inz#nS`kQtvC zcaYvtrl4|BYV=ZD3Q5@8guim62yj(nCCI2;)^mV_1J?wexS*%)ziUGdO*6knOyl)3 zzi!-R))s9WLfLjRns)~oB=F+9a*Lch$2%IN)WE$H#?7w9#6TX?0S99g)D(oYh?W z<>F=4LR-tx0?I~!CQa}tJftG&y7p3v4e_n}e5~smFbMtcpaTy7O7pWaPM3MsFG+ z6wTVZg?7SUH8nymxnM$fmn!Y}8HPqIYPhF^x8r`8{7Ytq2r>)wuWTzn4b!=4XpTf4#{ zI#5qThQc}19b&@;u3B`u99cUBbWYRddIGJlI2qc_PwKx(q9AhN>YjSBCGjBAhjo@jdb zFgbwB&V26QkAvoAwW_q%2VeA6`A97_K#wE*;x?rk96qr5@x+fZSlp&x;YG%3SlVTacETSTD~4u&1fW4RlCAYPACFp{!#8iQYnW12l{&ruaOjxuLZyo& zO~yve{sJGEX8R6hwkF@+`pb{oJL3o*#v{mwGRMK|+m~Oj)jdQiEoR36>BG+-XJ)Zn zF5~EK36x!Ts6OsGFE;&hT#iw!?BAd38DV<)mqjAXuin$v1AEn7xx5Go7p`xP=OyxN zW%jNy#_-tExwl4bZju&3q1Sem5r+!2ZG}ujBa_wUNux2QUk=diSy<)6kIVAgaoMp? ztS9-_=_p(j7!$30P5YbbL^uD~R+dzb5M^CZ58^R@_?gvD!HSmZ2%pA&T-z>~&Nx}E ztrj)L#*M=qPjXjxozKqS&GtpZUVApd+dA2dC6D)mwYAR7B^B)jl!t?DVG5*+W&?~*c8jqnmS8EDr1Y;6Oa7-x(+ zu|Cji(%Bu!WWT%=-y?ehp%AQ3sV0&wc2QSxZww&z)(_83jn9!M!^L@o+8diq=73abm3V*#GJC`U%{6Q8{eL=5!49*5}O*BSveYJ2%+Dyx2(sP2{%@&Wna#c0Kns!TZ2*6Mn=YfKqa^+fMn_qA=tX^(y3 z^>DA&GQ)A5>yv5?hjDL-9R{c4Snb(Eo8=;_M5y6>(_U-a^a*d}78tbAO@NYwUF~gy zO(1K(GJ>7gYn0 zMwyaoh(-?+oHV(E1{!N#Zk%7+_wK*$=XX=ObJ7;j-D+hE^d1g|_b}_?*i?IsNw_!r zUSq*KTD_4F)vCP}*W0u6(S4gX0iDXdQ#~{7zFZUU7c;|iNnN9R$<1T9!Mj_PUF-bJ zD;|xpmBNHNGqoQ+-d%dKm$y@wvn#5NFn_2AL4OHuL zzt_vvU~b(7ZK&MJzzHkovyp9KaBbn^@!Q+=YUWP;F}!ZPhM#DSZl!qEkVNy#@z7Oz z+0meCi5;Gb`N$5#v}$bN(Cc7nba;{&r^P9J+4awVz3Z{+$H$*%U&VX>_5o!5lQi6) zQ`geUdgR`g;>+wZp>yaJytmh%Mr(I(F`L#l5hhvfWOh_-O!Wo}13h+|F68a&>*zq86w zDrIS};?lHUO+@%525DU>70^2RsM-#$y{voiM!I9{9P*pk`&F>&YIOM9dMuf`(nwO3 zohfZzHs#UXc-CC&%@p&ZuhAXTxbQeSi|Vq>F##wm&J8g7YFfbAk@6yA z7B9QrV*l4a26~m^3ZtXg_Xk7-&D*ECVQoeOhyA2Zabc7yv$h~3Yyt!dstv)WU|0mZ z!Pjd_;cga$b$0Pi4dZRNV|*~TXyUBxpt;W~&wLdt+TA?ctW~gr^MK7RU#A*hikFtm z&WJ^B->t6Qf1`UJx7vJy;S9I#rM`s@^=^L!*SutnDn5X13gQq(X*oL7>(y`r+Sm*< zy)@JxFpr2meFtrLyq_Kq;j;f?_Q`q&!bd?@MCa)A;h#^_ppv`T^|nGZkqO$M8}MEs6n7V}%R^BZz(- z?ZZQ5UGkXWw^uvgWGJ%^lf0knXi*Y<1a`6)wFa=^;qWj4=u)>(gdd%jJ4^IQKfq`P zZTMaVbr&eX(PPLAhTc0WE9Z}g8}BXIy!K__qg&n!WnE|(+}miqUR^_x4f7Fpk%opC zX;p@_L9_6a6#c3n8_(&NW|~)+G28U&lC|M3>|gocWLX$uX|X)pcR-iiqy z6Dl&Ck!xqC7ujLyP-8A)apuuamUtZSy*qOo+IaoY#k-St8r z#7@;JBm*A#y^y=n4zk#fv8$hgBmCu1jp+xcy0$#k1;F5Bp|{Xbb}ih8Jjxu0XuFs@ zo^&jm?Lsc>b|;Vm#xct;m7y-EV&*aK$t~X3`E8s0HjKjg?CycM_@$Xo)W!nAHdRu{ z=2MVby?`f7;gh}h^LyR?jDRcvwy_7db(=2V-_MXo9`)IUbwu~oKc4aZx4E8^-7a}q z=h#o)e~gAX)m2Oj4Ll>yE8OblU9b)dv(PK-3%i}SUAuIy1IIDLruupAAK!gn#;DS6 zbD!>Sjk!3+^GBn7kqrbK=cpfVni_90Ue?uak>z%FL#GmaMSDu2gSJT=&AGp5gXSD3n>7@7&!z9QImHQ8IN`_g2EX zqQy!b#^MVuh0y9WFJx1RW!STQ(3U5J5QX#Hn{659Dtu&``qvH^er_LM}kXa)`fev^GM@ z7R}WDCIiR7ajEK4<(KD#u%$X)v!9GD_8%Yr{Eg2-a3vNsD=0s%({Y-8sTR^k(f4t-W%~ z03EewdNwm~B`<(2?p-nXQ;byoSp6Yg95)79Zr9m%Wu~?CTvZQjGA>}WZ`u`oOm07Z zJf2%Uye@8GUM-i8`S#xXQNvmfVVMQYdRv*L{;qZ4d9`esn**?t%1$W@MU-1icT}uL zf5GNck{+SHn9Pr6?6wHo<&f;se)AwD>*sNA4X=o8CJ!ULx_UQ?xqYqC2)p-~iu6f6 zS=BIP7#L@zL^5uE_%p}Gbij0ug(%>RI9op&9Ff?olFd}tCGW9UoVcQf`S*qUYvWmvFvJPAUK=UZEaF5zy^tX!NUCzsH>oMw(Fv^We0-RWt+v~zc9#Ktnn{KDKv z%!iFNL^(RBAb8ppKbTk`qHU#hnCI;^8_6_C*o5?&EW8kKK~y}BCbz{#K)S1Nh- zJUGo|6C-^mI(E*_&!81Q>h|&Y4(s6>F+gaqv%S)aYL1Yx zc1E?_T6&!4Ve~}wtKMqcv<=(Xy{r7C?H(2kqGYnSw`)Tr~gR9 zjhM#i0PtuODHDY&EfjY4UBqR2EuQLK+a_Twbv1igVnlrD{`9camgw$P>H-yd8n3}H zjI=6Q^z=T$eHc1?i?#Qrn_s|-9&ijw^@^cuB4)X#?6bguAeB1jodpEW`8%=Zi$an_BmNSd$uqc=kB3{{9 zr}>;?&Vu&d+sZTz*Ki_!TS^0@Nikw}7~9t}by`?N%vQ9b=o}meVlLpUino7IkL=TA zAq~)WFvq7>47AVH20-QvVmC3#(X2*`D6*T<0s8=;W|wDqHA5EcN4L@7&KN#NpT%lc zwH?Q}Mn&J7&iVefvo9Q1&EM5W=U1CQ3<_rm6|w=91uV+W>%YTd;$I)} zbin|(TOZ#t2+%B54`hi}aV*B44hY%lt<~5`wg>0LV-eIV-ssbeoJX7w4{Ja!40;1iFk;Muvh2l@b-GULAL2dxXFBG*vOPb~+KRZk#)q0O6N@?TGvD(Vk4yhZOCFb8dH#O) zzuw3ByYYF#Hrjf5eqjCmjE2_IHl4#r>{u1;;$K>)bc$9o=7fgvxaOO)ww1ufg&5VV zQqL>^&1mu@~EIWuRtgvYtXXW7@BarK;W~f8ctVd_# zG_{?hTQZRZKr5@Pj!>##R4d87b zJr2wP2sNlA%ru<0c4dB6?>RW;fQ_=)b~}r1x4@CLjUivFunt89^u>5t!|u-?;76NA z*xtKo7ugX9==ZQbV$|_G83=P<=VNDGFT>*&<6PZD9LKfn*n1~n)Yt2^*9Tp6qFR*= zS+Nw)y{a=tyKglhnX!4H1?Rze)R|dZr1f0;oGQ~FT_Emt3>&xj_`K{uE!%}JKvoQKRs*cPsmhdJ@1g5R+UoI52M=%IafYSF=MFo z%)E65nM7+x?Msu6Dm}w0vAa*(9Bs~4fGSpL9CkfsvVT-JJ>5q-R<)F+vsL9wcu@PN zALES6^AZ*3!cly~{M7vZUbEW4X&xK*=kv_)7;k$2ZCh4v0VB{gY8{Q8`CF~oXL^P^ zHHI)?uDQE+cRD#eB;Tc6`txJ0tS9s%T1Ols=Cj7&_-=2#KI2~Q%*gJo-qg0Jvp!`m zUoD}RInD6R!?g?;X7;+XjCr}fz4idF`gnKkR;XPPzI5j*4KVq-YmvlCr`^UlDy`}V zna<(TN1yaE3k5|_H9Ld6xUdU^$2h{dk=0!_c`?mYEv-fcHL#}Pxvy12a%nfH4%M+c zOgG|CqqmSb=P~BUH_Y!}$YC0QRWFtkD`a;o%eEAnGIO^{5904{Kl!{~vV7kqBK$G+ zqxR4BQis!qX^cr;<`Lkh{w~AoAR@;hjKkcp_MaE_Gaii3X=AjDw`>Y`^<=C3d&6P> z;5Or^zv}`&UPIifT7CLxIr@36ZgvgG(ZMizH&!mUF?mpS?p;g9V(^SV>f>pa;W}hM zuIKwY4CWrgBa+xstD4={YOlU$Z)r~-FqX9ELb#2vGV~x0YFOd({H_ZvyjeR}?~Kcs z<6>GR8X|-ea9dr4HxpMAts^{5XI3RTj9L#>GhPT0?cS1Ub zM_eDPSD*j5$FD0t0y4(4YdwE(|1!7Dk@>fEe!t2t<4=9}^IRh?J4;bAxP`}T^Nm`n z+R!8$Rn_}6R0PH(Uyl?ew&-#hd{Dc#bgfiEw^fbZ?iv9P zwKW!Ysb9Iu#$oul_(FYoBzND3*~XWT`ec21zs~8OpP%>7XB=;ST-V;q*GOFNh1)!D zM~06*-p+Hqzo{n?UC*wr-iArzRv>&{d?O{;jHRkojTN3UbhX-1Lv_HvlJ|&6ZLr-b zdsQ?1w87)*??-2?`*WjfU>_OZd03klx_9plm5lOnt{rO6jOiduvHK|aSN{|8uK3K+ zr_B>+|IYZ&?*CJL`-krXThF)dc$_=i-rp~m`_|ue`6zzE8E=0UE<1UiPjA_x=e*f< zkkY25GFRg59a5@_ZxC#@!Ymf>7OqAC!TM5 zmWM`Q?^x^dt^?L>DUQaN^b5zWk7M04ed8*-d5ImcD)Tx7h!4 zef;g{e#-zYzg{iu%kK|=p6}9>Dtf=F@zuftA4xE?cyz1`v#OI;=<@~t(_^s!e7R$d#KSzE`#rK)Nyq!n3 zBOP3%;`U|yG!pmq_sq?CbNjy}{@cZWTl;UWx?X?(5&w>M9665rn>~N3dM}mrBOez( zd*T!0w6bM`Gh#u+~>jD4X3%*|XEJFnN_`*HqM{U3P!y7<_-5BtmP|6zao503}B z`b+pbYwoAlla_}u-oAd$@5^=d|Dg5jbN@as|33GhvX3249)G9(E9=RgHvaO<@$F$c z_v)pI+vRYMXU6lx-rjq@J@Cl-?Warr>FvPz<^GHEi#yGhsU5dteDiT=;PL)zU2ogp z5jVHXdNR-VnE&B#$8QV2-!N~_KlSeq)qk<^?E2>Od*`W4J7ue9*&%s$&q2$Bc|>bJ z4gGao^||-3Hyg25_le`S>}ytxq5Ar$`W^dk6FSi0KjZTCX&qeS-RNs{`s0rMbnkoL z-@2v?ae2sB)7?kVY7Ktp6K{T-{+uw^*UznWS;z6`+osWn*rOwEKjrc5`r~h~XUDTIU89>O z3~*jL{73V1wV%(oI(^>ipZ_WUhrIsva@rw3-}T$KJm2PZ-LAjdm&bqZj~~j7unu3r zlX@WEZf__0o(r-sal6#;MU~lBElZzucwMq49yT8HCz@ZZZl9mm-}Ys@o7D&&Uut~E z`nOr%jpwqC@qWX%vQ*2k5ec`x2CZ$AEhJG^k z+ZT-Yv3vZU`Ad9!+765_&UB!e+iTm%@wIQ`y!_U>*QtDVud{vgZRGpUALHkne$hl- zE`9y-#H@`&xMmwx^mXoU$Zv^n&&zv#x$@^L|F`2>Hq^4Wefe2mW{>aLe|^jEPdGYb>Ivn5c&;K-eT<-jtKgZ?ge>3|n z`f$DHc{iMar(44Ve%NUAgPqfG%paW()x3qN)-x^M4|9*{E3fPPs=Ayf9-l+$Zm@as zw(H{U7ZO?b&-14T#(XzkP_<@#9M=2#{{74P{P5f5eAmDAul)t5sx@r9%ST^s?FZnY zcAWsAubV&I92RX+7Ej$aZ!pW-w}z}fd*8Qe-p1wH=wJWlf0q7yIsf4&UB8B)&-Juk zUw@tVtH0snaXB9Q`up#;^o^f9%cfrrk^M?G2xuMi==o8M&961S_{A;uR8I7X<0W&a3|Mr@XGW=Z|AOzURl==dYK2e@k9!wEPpk;@bZ1pMpoB zAN6?XUX!>S>Em|);5lS(Yue}h;Cu|*IM>Dh?9!>nCm(e&&1?4sk2&m)9IEJAZJ&Nv z+qaMByMO)_i#(^VKVS3T+y2^1W7d6qY(L=^W%juawOx9R=k5Fo^ohMI4*9K~*Z%P) zzE#DiBCpr+({a4hyYUIXe|gT=x$!c_(U9sn*ZoUreO&w7HD~ho$7SuyLHq3eeOkZ8 zah<;h{}(-e7ZboO=3n4n zH#`lB`hHx^+>z{p53Z{^Ixj^ZC=a`+WQH z%TM|(CB#O5T77q{%;gXJ$Hz~_X=l`F_f^Z5ed)MZmTvrO=RFv$@N2BPd!O<7{ONDY z_r@$g!e#Y9-#mA_SdCvJK}!P z_jj+E=d`u`>yPnX#~NDroa^(e{ZsMl_kBFlE@2mp+T)|%&iB1hM7wOHbJx%#_

k z_jzpG_>bg2q+b=!-TxZ)b+=a!Vcak-cw>wQ@B3I8C;Y?kIU%m7=XKgYKL7lX*O>Id zXJ;bDct7~%AI|St&!?$lbiSHl%3Qv_&GdJ>8T_Q>d@Ee<4~z40-}R*RF%QPESGVAd zQ+MCRKGmvW!hs4R9{1mCoxt^V-63hOg-jP<4GBQ~QPlK??0>Io6iNUf(qUHC(`}0V zeCA3~I1HvTWUIP-Zx~yI+N_HN1WXyFwU8TJlXF({IM3^FK;KT)ol+guZFIG%-83aQ zFUF7hB(@W?&YkDj-v|F~)Zv%^X2eH~g#RLJ%kpj4zMaQ!{zvd}t5)`z-CJ{#e|+LU zklYf)Mg}{41l^JwSGWl=3zhQ4O@ZF<_?ga_6}p^g(;6 z%+mg<`7r+^gob2ou?(h!e)r~uFqqB z^93{sModJYyxFh%&Q`0lA-w7vW~9@W`Q03D)-}LxeeC;~hTG)`YCSr4`UsBs=^=i` z*|%*Me1F!eiTky#Min5@2RYSSLaEiuQS>yJv)B^ofGfpO7Ykf&bewCg%zEDN6Aj~V zAJ)8N`N|Y_?M4^0)GV~Bx{>?$FSj@4JzM17ksU1uxzGnBAew}_p$23gRmI-c1IB8c zy@f(ld?_sFVkfqmlzg47Ut#+j)6tiP#n#RGC-DoO4~`gC$DF3Gu2I-$e_r-- zcXPm;)@!iFkypFz&dfx@>E?`G{gFi?to}j!DHo9g@6$cz?|Qz?65@D2u0j6(e3<9k z+uQn)zN3rC+WleF8$%(Vp1m{IIHr`lvLP_?Znj(X2ZeZ7WtD9l4j<9koi%dLIF!%( z`WUxw#j0!;3?zqh3f2t1J<*TNUc7jGeR_P)U+dhv591r^C;w5p?>?W1&)#XHeY#I< zZ5G^msP;1<4xfZeLMA%lP9;>-gy;=74n)KI%KLhhR(RcR7aoJ`Qh(Wyh8rGv$u4nSMxAMmIl>yK8Rd!YYx{PN&cO{xqcuWhzqx*NdY)XOd+d)SE z@Zb(}1vm$5EcDtcHs~a!U$1UfUUxnB3UyC(-kol2`lF5N5H4aUaL(e+&A7ChBY6hA%<9A;e&LhOF6QFNOzeK5Q-wHIp- zG$Srh7z$2!F`?ef=t7HhgOQ?=I*Dz?h|tw5(Y6Ija&<5uZ<)P-y%tld^{_$J&U};t zpj+Y0%;wjh;KOLtwl1E1^cc@e@`s_C0?U02JA9xHldjrTmEoXu*LHCnw~9ho?%kQO zdlU>WqJj&pE@KC+NNdApK>mu0!2nC?nUz_zCSeAKsOm0r9EVe)*|YYe%x+^y$Z~fz zH`>sG)Kwc)8Q3|D7BPjYd@7A9YCQ7k@=^lj?X8_Ch_SPc&X>gl#TI4IvPwe}?q;rt z6;t!j&WCY3YL0!qPIptulm_cEcN;dQ4=1w@Ff^`JFT$FMY z&dtt#ap>Y!MvR66c$2Cf>5thwER58-*ZJIgU*mSY&RAKp$|^1lAK~dQRn=y;Os#Ev zg-1csofaWp3eH0F>`rh)Tea2Ogz&h`nLRCQ_Irb9s;g@!iarWQgw1fbqcEJ2yHxw! zPn&Z+pBlW(+jOsWf*hBzu2Jf40@!H6Kr}2)j-WiDXBE{&Iyn!`)(dDm%%X|%PS|b# zFC4#D93+qQLq7B+?Bi4KJ0Jcq;^&d+cG3a;Bt8M6_1cpFfRVvkzgz4WzI&W0d+uJ_ z%C5)Fi|Az~*Gahh8GeuW_h#GrX{!0MOY~#s-vSWS08LUQ`(+H;S)4OoHl3By8rQd< zZ)}v z508U>bJEZX>;5=_Nm)46u{(2B%iYb*^Hy^A3qf(qPGNz2*bLB0B>~pvMTjqm_NIVp zlC@KvEQ#&zZ}aUix6SojOF05=m0?LPM>-5vrNVRV7Bhm!7?4RK5D{wkc1K_fy=x^V z=_8K|Z?oOb$HUH?F%Xfisq4_D9xX^W)5WWdo&5kJ@amDjN(gj!nrp3YXJSR@rrCS>l4) zPhc2g#t^}6XjsyZxx3e1jvga819om{@*nbf+VfGhrr8(8&a3M9`~K~A{PaHNMX8Vb zY5SDpa`7G3GBu@Ui6}->wFdUtNZH4!wG*&&(ACelj55=H_O=ltRtMc>Iy4~J4M*}MpdqraSptEvM_6u5HRq4j*v>_n^%mfW% z4#KjQDnaONna<-}iQbpk=6c$7)tHg}G~w;IlHAXoBuDr<{dKMqB`Y)W!a(nQors$) zzzig5(Z1mk+4a147bZ1^j2X5;m8#NTXknOP7fotu2ygATGH!f_e#03A6yv1`04Mq| zct8K6*;4=Bx~~qw3n4#l6qwCUJ<+=>=u`IQm+DnS*to%1b#L8Y)^Ho{&C0D7tYM{s zKNm(+tu~TyRTM6@Kl;;`)2*#d56m5)^!*9g|9uwlFrF*va9+rnB>8gf>Z+<>2FCE2 zjZKWeaqIY6^%?#c?A*)31ZGz6{bqlue#?69{-OM(?3>5?h5THrb5(>#v{}s|5%+iY z96g5YM6XfH`3yVu!DEP-dZ{D(X(7HJ{dZuD1|9)OJ~-YYuCCveAHBbWgZ&lsJ%3-0 z+x>pT@V0g>)6=joGsn38@}s&^qCv`RRW2xE{8{@g>mmPT%;Sik%}()O^rMcW!oy3n z@)vTq92&O=1U#AO=ka|XpgsC=*RY5y+QZ z2I1~buqWno9;NH7NlRHCgCk;Zeof)oVy~TkkI0VSS1wJ(>dw-jq!v#lOdQ+l*(`Iw ztY*LHVp2W%DVo_ZBfAXK0f%AkySC`ksnoI;zEa%h>{iRuOeUmQ@WQJa)Xv3ACUBXl zmE*QlWYU=!7XjmKvp+5SZatK|R-H*3L$;N)EDzhzt+hfL_i;r%s=ro%6XP8=kOc2= z!ysPT@N2h(E8qq<(ts+W+%-0Lw_=yrec&n6bf2{1n{UJBljn6lp10fGe9ue)kUGo7 zi^I0?*t?lMwa$SWM0xDFuq3C&u$^gIu3d7t^qOl(nyM4kSP^^hh|jsEiUPV(6J;a~ zbb!DX9$9mx?aIuRi5}s@vX!&?touK;JG87aSY!EZ9ox14HhvgVm|zR_f(pycY%iUR zCaSfxGGu$)=J-e_az*>SJs@TE5HFNxRaz~`0wdbyQauPjjhNwO4sGa0Pv9gU^ruxhhX-%0!$qR$4)0lQT?tZEFp)GUIfRcApjCl`>5tsS;-VO^tZ!+>#ZOxtjjp28k2B~%e~o7tyoRqwsE|C zWucn1VX^zx%4_LTyh?>dMR!}b0cfE=YJN&j0x@>C!?>!)xVmT2SGWaac}2HD?=jsn zEJnwbe9YCu-41A?Xl@%vgIWps&Ntu3Jdur!O^G$f>(%T(9nT-Q9`J1Q+lmdxGsctu zm3zGjN}cOUo3`(~+4ywy3N%=HK?&$k*t)+`T=XaVs=^p`_{eKj3nW`EVWk@kxwlsX z*d))aCSuFB_j=xREv(O#+V_!hNAI?7myi){)z?#XZ80|IqWXD>QukGW+=AGwnh}mL z@8&!g*0`!(*TcA9WSANN)Ka#|!hRRfp6Rud6}AI}xudhstL4`(<~ZQZW) zHRH8ussDe$Lc$Ora}8Faese6(lfB#8)j!D&<8OZa*195LgkhsOoE>27&ONR$5|E+) zxW&P{F(_6hxLD<89&ATh{y4)rIN@yp!q(z^p8UDY;9*{rm{6f*hQ|}b(MvgHSR%4W z&)e7A5EiE`(tUv6+7QMj)`y9DBBWc|WevANCK&ijj1-ps>q0luDK|LbC|ur8t0=ooMR(oI zzTEL%nQNY(DL3BMVzJykx`)Y;)=R2z4^QX=>&*PTB-?##8~Mf(nyNcG%}JvOSrxm0 zZX|L#hIf!`G`1dZWnH~!2}=O+GS?#8o)`h_Dbi8;?78+0bMQr^C22lh@8f7?zH(KmtX}!+}*4h%t7#iOEQ=ixD zD`XJb&>d4XVV|c2BPBAkGiNyWZCC`8m>cS+&5z?ay3gmym_LqjT+;LRAN&3GwvTz` z`;RmHZLgxS?=Hzc&YpF;E9dI682h$0E;Jij#>&ssM`aOpBZ9u-dDz9y`7=HSnL9$$Et7))^ z+T1@<+qQ4QJkRqw7vTF~c+Vs)Y;$@!yQRnMbE=$X@+tu=2Fy{7q^w8OHulIpSC?wH z{*&c*6IN9T+IQS;Nqj!9*0C_)uD4rkW8XK_smHse3n~9B?46sqy+A;Ef3#TJf#ZOx zJ41}Ko;xNi%{pL2K&Eok^JmIx0ey`PW7B4}(B~&;3<}P0XDO@898;tj)ZN{+9KD+c zk<~p{^D0*y`}SqKR-cqTWcJz#Q(ekaodU3|2ikL~mf%fCBd?q(-_S33TX*y2BkZ-R zDZz~!U!u3l>~pVG7r2BoVr)EoZB~Yj4f_LvDy5WwGKW`7@?JIBt)laY#UI{up|uNN zeW3JNXA)LjSPK)V4Ki*a&xM}rwHrr-F&JSsg68E4DjHH<*SRJfwuPi3cr&}1ygd`Z zT1&PGv;e)kvNK`MF#@BrM;Ohjry=%1sHeBw%&Z(u3RY&4ZkJ#wl{{KX7SUiXzk^@U zo3EvX#ReUskVnIs8_cq1X0^0=8xzbQQj2Oh z_l-A{DHR%PSa&5>V-+e(&4cj^`2Xd^7Jps++w6aIQ|GsxzZCvaxjM_pt}@ym5=8qt z7+%s!sydMDRY@!$0T?&3CQW zXtb2)+s($#G%NEWhx*=#o{z)FHhh&opI4ruFSnh4Fewvg<7?eXGc>%2T=TkK)_aKE z1Qy0Pd>mbd)f=~h=5=jYGKN8tbs^iTC|sB^48U4dGLN_54sH+oxJ+4{`D8vM$>re| z-{$=@?}_WSF9puBxctuBcRfN^bw9I|Dwu4WEkZEK%t@82T^Uk*PjmM#OWxH68>rDb zuWBr68r(aS4S86f^B)dXC$xsqw_vL(*Gx0|FnZAiNkEa*$Wm!KV%tJ(T&sS3uH(vT zi@T3e6*Q7q^SM7U%w9H1Ia;z-G;G|1(|wVhG2rDfjL0kuGlXrsV&_Y6Tx;~8Oqj(_ zRqy_F^S7|``F!{o9s#nQWhiT~MpI3y%*)0k8am20WNH;=g6-~#0pGKI%oE)vIGse5 z1_d`n&voUwZazH3o!a)f>o!k#tP-nD!^|qysA#0Znu{Cwu`KZp9r6H^VqM(v&h{^K{OdT^Dinfme7mVoP^wkxm>QtMD4c z7#qk4+mG-E(N4;Ru~x3@gTA&Mb6hvTwlC*)pS9v4Sm`akE;we=+Oxdea5FN+#sBtC zukP29VSusY3wW9?x3!Pxq)R)UmTOLh-^R9qbv_aNa=YQWRN@x&UAQo0-rXM`zyIa~ zg{zl*{B;|@%;&K_Zj1l9!{WFh;$;OG^nKqy-rwDv9wi{#GGXYt;+#*>1e;5=We)e~ zrmpYLm18}dWJ^H~kCL@E^PIWr(GY09Zw<6cEzkt(#!J`U*3B(lZ$fEX)hFCTX!|8)DEY~NJxg>WnP5~>=^XOSyMTCJ849>3M5S! z*_%53LkP2Ncyt9ts-<4*pL2b*ujEB=wRwMAePjMRG$>OhTjHjdo$pZXzJ~RngzRQi zUsX7Ok#L&BN3sgpTfON&#=3cZYkTwkVEhE=yngVpp>MRCfkFsH46^|QAX)+qHnppP zv_pyPiCR0?HhkO5<5KbaokwGQ7cTVX{35ydJD-y>17WOzgr`%6ZN0oxQgulbN^&*y zH+7pny)R-Hz2j7rx5I|}aIKe3Nkz!t!cQQ}v|?|&N370TpUbwsPF|&aX`P*@92y6|UGqN)IxLH5$*xtT%j^`MVhR+5FgdsVXf^@bQ@-{Vbv zz)yoU+TG>eGUIFJjYg>BJ5Mslcoa*PusoT-NsXyCJ z+Y&HtZEUlg`iVbEsz?_~|l>A%|o8-w&X5$_#;E&Y%6?SJn%bL9X`v}`<6 zmuBCAru83P3^r`1Z>gtkp99;NKgV>&JNnf1mp%RsFqSG;hmCzVIMeesuB062Za{BW zajjFcTV|Upx`3|O_s}hS+u&~SHjqUUgb_6V_LsE6L5J4I_v?IgcaAOfu>+eoDy@_v z$L1pje(2h*zP$y6xz@io@33z@*5b44;oJfP#Oi1DXX8Jue$H#f0Ogx))aX?ci?ULs zI)Vnf*6Mk|TY!je^lEtH4+~Y%IgAk3nkoRn&E^d@Zo_W@?-Z{^O=D#t+(`qlx>~Tn zwwVg;@j=WQ;bX{$RbhjpNwI*5?2B7YtT;_4?@gQGTTfw<873T!J6Bv5#`j zF6^6o7&n8X3c2h`s5?fk3E#G^6G^`sn)f5RpK%KY3 z$QsX5fR3KOaR?uug8?0!t+JLkYO$? zh<+R9ud6ylmDF5q%!j+oSz@QQu?=ll!trvQwUy`~L{coOD8Z~zB_AH!7)|cm7wb$z zy#!xX)S}GC-r=u9bL;Ara75V{H#+SYBXmA~U@3sr-H=RfGM6Cc>p;n2ykTUy!1pPDX4m3 zqxlE{dR~pM^k`qzYGRPC=9*zxofI5l^oB_$(d=*LXXE$m&z2K6;xM~|ALM3crm(7+ zlLkb=PXJB1yTzA=%ZOoXt*o4L=1Pv;Eo1fEmtP{C_<<|7eEKq^ox@(=YlCf`aOs#6M%D~+tk(L?VfoUUw%<-*{IyEpSq3PllE&D%(f9ftNvW}AesUl!H_Ul^{Ty^y}OPmFw)J! zzPA0c&i@>_RB05O0=$w~ySx&D%x3GF7wiLS&uk(Ka zue$eZbz4W~+3t0(S4Fy%{ta8}ov-_@s$&3!YW z)%M!3rCz|;;pWcn&TFn-zR^dR{-rw&Zct{z#6(rg=c~8Zu}$N1r2{^^T-uQa>;c-+ z6c_pl-Cl@!wPfW1wR#F1)qp^Eqshu)&OxM^l?Sz{-4v*06Zz9`y$#h{?nhN!>wDw< z)87Af)w21y#oAxGri!cLI%^xoHe~nuLvTro6zFE?Hn(GsHuXv+= z0wi|Q=|Kppnin&-r%66_<1jq49&I+(Tl!tK4WT) zcr*8^)tEA=St+O*wG1R|me*otOY2$zGZ@5@6u#~I?79k+hKlV~i6&&tGU!FMCI0}2 zs$WoIUjic(0Ryg8vm!?EsZuxD){HWMl{JrMb_z+Gw4{1)2(GW9jWxSg4=hTKIczQs zGcUc~vgVL8L)VO~;%*Tht5R83PtC;f%NV2g&p1*<%lkamydB#&dzs>20~&d?(~U>R z@WpmI*tgeI|3qQl_3VP`GXhpLH=%@@%m ze3*e(D_4^YWAB|~6-pWg^D$y~-q-V2Ad?zhPk!I z`p&+pQZ}@GO@!&(!#n<#y0;C)&y=jn7rppnfB&}K!ySO==CCp^nawt>jd_sB$ZPNG zo>^bEW9xdV*Y4enIc!=RJ1oiwjZJncF8J@w@#wF2{&w4Zd;6O9q^{Z9s(+4ek9<6O zp4Mq><~im9GWI`rSNAhj`?ihED4N+Lf7?Pg{@jA{yq^DH^lpC}U;gbmCvD%3y?f3p zt>Vk})5HDRxvWwm@EA7W8*v594n3JyuUd8-jAP(WIRCwslE{(Gfgzkywygt14UBa5L<|eN*-pUCynHJZ3gP2^zmK?&VZw97t=6h` z6iq42Mo+6*lP&KygAcc3Fj%r?!Mx!rm|(!51#R`}W^=TOKFnP0RuTI)mW@lb(Cdwx z!S84>2L-9k5T3G`Ix`=!%Hs*ToH?KQ`8Za7_3=G!WxI?n7_OnIzA2CAFaI2$*gvp8 z9?8!<^7-wpzuv$7Z@+Gcqg`!;#Q>r}^2z#G+gUp{#QAi6-t%$fU%tmxEopN*{jaYBepTo*Ewrmv5#@Pl|n6An=i3g=KSjRt@v3wTNO0gVYaoy zta}1h!8UKtDmEQYvUpT37h zz(%`|xQ!n3oJWi$H8Hgwt6g0|ZQ+$P4!^$yFSId+i|Bc$msz!vR;+~vWj02?=C>-L z2uPUOU-m6kMDkjAe1_cZrm&LHUg+c^n?)p7Hu-6qDw4zH4hwK;MjZNMO~+J0GP13E zzu-Z-wV7l^ko4g#csq2k+9Jo@a6hnb%4eSQ%()bUw18}83D+VRyZaEVkj3?EeRT^% zvSE^YHc>Ukxc&TBK7PgeY;V{)XJf8yvvL*)V0Rzpsf+coZNDu<>Gv}~9AofLhF$UK z^?&W-KcPF!I%_^YJLL`vd1>_%{psv24r>>}DnUVQ4YyN;z%Xyh0E;RhRPvD$r@$6RX(!-#Tv&~B!0Fb9{ghW~JPpbhLomJvI-ZFhEO z);06$g4-|;!8}($Ma{apYqK$83uoHy%z|;*FI7)|31}xtTEFJIZ20Q3*D9>))dLn#Lg#X7-;e0+npc+^CH0jT8#Rqdmgos41Hf)n zn9~k-H#_ru&h^~3k*r0vr<<=zU05>OylrY1)|9l3pz-~AzI@4S6<-dh^uUnLb=iLB zFnO5E9642)7;ran_3DC3li>)g>zBSxx|&xrt;h;4E)*%ij#^qTzKT^FMr$^K3;r=s>)Bli!GKtpY!4B!$w^?eOW`#)qDUw1>OueqjTm|I6om`cYlKjmsAu@dKr zYjT(afkBzO-O!%BvJ)Wu*x)PFKB(TGSM*ijL~Fr7YdO%>t0&h;H6o-g*&vM|+PamO z?e?NMbvN|72B7uQFNb_w#2-FdRP<*3UW#s%!nC&sQ0-$hTGck;C+(EXYA3#(TVotD zWuBVNNLLM0Jh#_VreGajL&74vB3qkmcN*%+p5Uil>f2^f@&N`2f2Gav^lhlx)E@Fi zqZ>vd6ex>xMbIcM?ufRwS%ztB;&9z&qrJkoY&4d!vmaNQ1p*sb+OpSVMjOe+es&2w zTQKpD5grA=WYv1?4O$K7EwF7cM~f-no^lty30L7-_#xb#yF(K_v0imhFKlH2H3tD` z1DClYUV0)~KD(~W(@8T2l6jh)SbuxToJ}GcZHB|}<#GEi+rUAy&Xv&Gu(rORtqpBH zU5KV*baBF!(c$H*wj3rujGM7b3iGz;*D%k^7+vkp-<3~f2;}x}wnO$y2DSaxB5JVB zyU^1tP4Hn2Yta>(tJDQ0TO9R=3>|a^%7~W1cF0+d1%=UY1r#>&nAosN#f^~ z_03{;WFs9M(Q4&-a-b?haGK~<-d+p1;-@|SY|K^vs=QcjG#m9YdBRkb*li(f@HqGT zH|yK8nrq$tx!IBYa+S|>1FItAC;4CIDx19z(^JU@Iq0nVLWIZF{P5D=wa#^ltTg2;>#I)^GbwexsH{p?Zm^RxUx#e8iwmYSH zP0}|FM~qo#SOp?W*;90mZ|T>)nMb!OPl0RIB^&!U<^NV$bcf%BSDZjsmh10gmO^b| zXKcmI(`WTgcBw!!hS62D*_ZFw;65uEYa699Uif|O+VktkpS$0#&GJ~dzS##_7kt{b zxT#bp%CRp)TXHiP1uJ*ZDkP58KKuq7&Nv@hLz+)NEqCA+Cgn=&1+sZ{+C`rg<;sJ zR;71)=6fC%HwzPMRpH`&Y{PLjonm)E)h~ih&{CHGk&GR&tG#n54}CdfyY`i*9Qq0# z@>%_{ECQ06)}|9PZOx(i_=2!~B;!L|=(HNQ$8JRyZsala4F6QG(&!q2uZL>y&!gAk zH6@oCwpcgY5A5ua0CkzA+gRZ?xM3>GKFgau`}4YT z)m5T;0Ik9+%-+1pjapONO<9ernZOipqrRE{%jy3+>ICYb39$;xx<_;KxmK6V!ZyJg zgGSwSlhjpWi8Lc<638|~M5L+Jsxvq}lsPC+WKT8ablX}S^&4iAce5d9(ac&_o|-1W z((vQDHh{zORo)KQIJCI1yv;O|J+I&}GXrI4VtQ9Fx;#xwrK&KCgB`KJrKYjx#k}6C z9nS7_!UBWkXR(a(VJ-Hm&R>l|-KgCFR%Ng5+_$gUa({XKiloKxZr!utM0m%RVpscs z_0AvA3XYv!hRrD7;rHra6H^2uxuwt@4{DutUQOTV*0M!PVIV>uc_pl34=5@@jg`Up zv+dROoVr>l8KKr-wKvtqb~kKeO@EjDhr70I%l8QXYW;I3j=QaXI872-sP1kP46awb zJX9tb7sAR_BdBYSJMfhK<~bx=1+_smf<}@Rn=q?N92Q3lsk432?p2>%+!*eo zTG?z58*Hg87pJkoqEQAa1Q6)%?iZ>DFzazk0|j^>TFa_RD&z%`YEZEatZkuFhW&G2 z$39*5-i_!otCL>y6HyCUG-*hauvGOk_qfGidt(6T6cTab`WN#k+BUq zJOmWb*5F7$Twm<3(gj`?DRfp*bn}IfAvHyJAm~_Dh20C`)0uNEEk_p$GCuDfRl3*; z3j?!P*u2I!?6EK}y--W8)ylb9;ktt8(Fhbh;nu>s3J5@R@2utrzHvhvYtho zqua{Bps8&u7m*$4N(}Xohg)sNxjxO1WE#g7MvSspv1}R3y3uKXtO<3qwTe$znq6k? zJPZRhW_*Oy29HhHX4i$e`myH#>0QkR7r(-^soJxT)NDo&i==4|%{%`5PHf}!{?KZyUB2_U5sTR9&M3x$HI9<0)`5zN z&ZKf5y=}(Sdak>D&wR)HON`y(x-6b~TUB4j)t6gEm=Cs0L^U2}U%HiQ2T25@u&P#L zGdf?uGO4QSx>~pmsE%5mGk$e{`{G4rFXGMqzq&gDur7zbA88oZIoOmK7@N88w}jxh~yd&Zr#i zKZ!q|b@F<=!TS2WhqkeIJhKFI4uPL{#*KEZnN@l0zHQZ7YIOH36QjLdS@v+A?kCW6 z*lzJBnlvVSH7%slOet$y4&dgv1%4{~f3kk7{{O7!I#2ID>}`y@&kqQO*UPdgXaq-W zpS-qXz?D5`Jri)!$Fc2|KlbbF+xG9{Skd>Q!T&Ll350Q7>$>J~I~=wi(?<1A+lc+h zm9sxciMQndAeY)~8yMHDt17mgej<&r`Pi8SYf!ze(66ROT8W-(BU)UiZ2Zig0L;@3 zpjTC{de<07jd<7cecb}z=$~aj7XG_8{e0`&$-2hJ+Bnua3cI@+yqc3-B9THd=1UF*d4zNnAtYj%DkpO<7cxoV8qefd@+#=2*}ZZoQLLUL0zZ2TV$7!UI|GJv`C z?4GyuK@7sdf@W84Yx6UzG$XH((|fPMIGVgxW6q;&yr2DkuKhU1w(qxEIp?(C*f&tQ z-c{{3_OZp-rUcsI71W7MhlyBGmBVQvx|jo zZ)sLTN=&X24aX?Dro=MDs+FR2fZk@+?Pylbx~hKKUJYHgdQy!lW2N1@Q4l5fv3ZnP z5$DQdqjGVrpSHabAJ-~{kHLV5>Jpl-)owLw8QXC;1;t9W(pX(owO%>ZY#5DBnQps^ zdi^paLnH+H&iA&AHb=LtF{*8qsvm{vd&Fq@Rcj$g?j}RET+IeG2KTqE`@sAEc|DUc z#<dC;2h9TeG`!W~=3% z@(7Lh9KOPH?IsSGBe=j`LA0BUYUHX}#HwT*1l<~qMAO0=g!;BeUdZgusp=6s={?tT zzyTA3gFcicD-LHLv}kFq1+LgS!i=Oqvp8%mPj;OO!$$wI*84msdTc)0dL}#G#>TNn z+HD8)9+UBQLv$%zs$4|mkO`dV#N`viqnU0NBLHH=KLI}PF3NaZCg0U_I=JbbIvh8yEEUy=|9)~=$K$t6 zb8OaQ)J$a6cK7|r;p^Z3ZHW;vdVpKL2sWGfJ>Q}pfserQ-q0grZTsW&UxrQ82T(Ko z>9?D1->z8W=>`wYo)fcn)B$@N@v+C(pH^t*Nz-1fHMed1ynflYH%M%|JFR}L=WjRr zSk9O;KITXWD9zp0-R8rd#a=?k7RMcct~pX`vo^D$&*b%}^-N&7AKsR;^`rO+n{5Gn z&2`7uub-9Xv03Q4Ht^U-)%D=sX1gsLGk2aD`MKZfr;qpzU53_SxH-bc;{CME-=mf{ zteTS4)P;Wj+b?yaeopE6c#Nt)Z@N|SY}ZqD8FcJ5diE!3dabX|zvvvZM(;O24p|i* z*!0V9g}H3Qx}6{VOw$5Q{iOTi#^||5Ma99^lvfb}0 z&iqvTQ2nKO_qfG26gasazCQLk-o()nV|Nm>D?2yTx5qC(3^gwJM60y9j}02<+kyQQ z-_;*MKgKusmR+u2G3(4)`=;9tYJcRHU-Pl`61MFNa#$UkeK{wJn?D|zr((&kuFnAt zhKlb4c6`YHtMD0dYyRz%zg+uIQAZMe{Lb44cvlUp-#mZYreou^pBQJaIokHy+mGvd z+F)(J+xmXH zejFMe_hq~mYQDXXXZAKqIw$g6b@%8%ZU+4eJ{ZrU#fo*PIckFNd zz2mpx=N`rRn4j+<9C0x1FK0a7zdtn%5Mg zala(k82gv5P;1*`ZMms$!ByAN+=#C09F519TO7xYW#8pfZ6ohvdVl#SJ(JIe<2=56 zzjW-u`t0KfemUm1+x*4z+niS7m!H1eb674&wrw^B&|QnF#m^mxwf79)_D5d(*!5{( zZ`)k)5B0A4qm_WAyH>$Ux3;K_SDZ~v5!zubPMvj2Y6oBy(UfZiax-j403W3!%H z{_qGKU%%HnIk&sBFR!V`_xSqf>-ft%cQ@Nr@jTEG8)_Z3SQe#_c@^`0*k|CQ=X>bC_v5YivYKCdzt`Sk zn#GqtF^sjMmSMqrg)VE;+kAWbhxO^Q#-4Wb+nQQmC$weXufFfof4*Aw{{8lAV1w_A zBUjqG4uLqH`g*hf050S5(pZQ^F|_TEzy0|@#>bDteB8cq+xC6=_4i-5KhetbAC~W7 zp3-xjrN7V7cYVKYA9FlrPJf480XV|9@pewVulC~&yU`dU@T zxYgUY)oI?w)$2UQvBlT*9Qyp-gxx!I*Y#~(N0QiUoVP7X^jkw*v{Z!9*KE74>Lw)Lgd(+VO z^YONxH@~~SmEHP?99cO>@wAUCj(j_=xJ>()KWV<-zkcfZ_Qr9~h$oNQ-{LD6&$)aB z_q*;c`?UG{(eJyj2yFJ3$LDjo?C{1FJ-_tR-hWqq+QP;o0zIDNrhw<~_0?tm*9ZUh zdH+vy`;zBn*QfdO^rs!(-AC+9pg8Uaj;J|z)%N_f$LG*+|5iG>sgK{oYy-Te;iNs= z-?6=q^NelAeK=x!em(l1G5+U|?SJ03|9s6~8SmLYK&#w$|FX{cm-n~xnR!dzzB~W1 z$7> zwvlUnCUgJtO}3wtxoz5f^+hfx^^E=;-bZLW_P6XftMcZL?R?LFkNNl8$A9_O8T3zh zefx_0?J+NMcYEvaxAozg+y`T?LQQ=s{`Kw0?=k-U;zQ$3zia+>pY!YI&(iJ}>`J)i zc0TfVzplTO_Z!P+`{|swmGYp_ z`pN6@^Zh<@p{|@7Lsyv23^D+++mK zP2Z11*M0P{j~&O`bN}<_@z43wfB&v)@yBt0kNx}P^|UY7 z_)pqxoVl%wN6%j(zYPbDGg0xp#qWRGKL321+lFahuiM}3PmlS0+yAGEuRrS7#oFwb zp)L5?AO1o|P z`>bWkZ#$s1YMyV;&UsAza_wI~Jbp~OJ`CT-_1AaW>H0DVpTEax!~T?R^IVzdm)qmd zKhLu5@w~-+eEYn%VHngG+6`as)B9PM-M8b>;y&W%4L8ea^MmtqNbm83EbH7LtRJ>yY14L-)Vx_?xqC`o}HLD0hzVyZE*0Pw4+{;D7pZU9q-Tn7y@7Q>+Bx&wJ%t zKDYdJ_y|VxQW!g}=F8Ec)%&p|LLD8}MXxl!)tGm26AlB7TO63hYio>wYBD=Fq zPFcvrrkkmVE4{bMLJKf=tL&6Y)wU9pGONwT%A;!LijL_8h$;x6HM`Ur{?-=Dt%20( zDDr9STpMz^(f~6$sE`d-8q^7*fu@@W&B)a6u*I>t`C4%$3U*yv9EZ=<%&U8b_rCcU z*WxyfkhOZL1|1yaAf7rr`l^1hus6Y{=K7UB zHXo|4Q^InOaIfCQ0edr3;0JIS4&!b*%p|m;TeVj9%I@+7chA-5=e*J)!dl95K(CgJ zw}rvXV;ezCc4xi(Y}V*9z%8Web|sN&6-@LtYp*9-0&I-l(7vE$sL@0jWoA+86DeI~ zUa`T38=b{2R;iFp8wGUrqcb6j=?#OahmQfvel-m;Io8;=FF)PTnNL)~Iq1V1wBB`d z&Fb`m@g}&%zFEfSq})443>(zBR+f1LlzAlvoW)h0Zgtzng$Or}i3QXfyI^eo$Sxp_ zFl)1dz!2%DhGCS2jnVqexLQFo<;_gOqWy3aRz@8rl>KhChSA+}Y~+}T=c-{RyxS!Y zn9Q9Pl+E?qOW7GN`ok$A)lP;`6wF@ftfIQ-wdxJnX$hn*4Tik+zVj#B(D7rBFJ~=> zKtfFu$?VI9O1ZMDN|He17;!6|FN&$V8%I}{UG$T@!Ha!4xM>|aw?fx*DqaZ=7y)#m zy62UL1I_BH$|)*^G!?mlO;)n90YDm?f3=&lwbv^cKA6&8c_M?C2`Dq@i}kc6q1VTnT*tpbL2nFwdab+yuS?Mg|kXaGSmHd+p0}X2tmkXf@5rhd4$mluOOtEgM@Va z$NQ*Bv)Ts^Pi0)G#|#To*EQx$QmSoMzf>YswY1Xf^@TqO7w^v^PwhgzR7nNwD$gW^J;kbl2Tz1rCW*Q5QhF(Bkx~8&c(X`pi zpiyV^+MqxhuXKf{-PUcr-?)vVdh5<$qD}CU-SF2-pN3`pq8f=$Maj04TQ^ym&2Y4# zeDLk=>nf-!t=hxro6yMy%66BdlyGb@kkyWBLQt4sO;(i#V?TW9Dm@A=_7-UdSySsx zKQWcp3@1y~(@toCVXVRY!gAAqhk7Q?y$&;bks_cb;UYxLmxEbYWi`VdZoj$LnYUUO zloZsX|2R&L2j8c085?us=@#Hw)oH7PjJ8N;F}oZMe2FiQRP+@{-{_mo3SzU&ZJ2Y& zj4>jH_Mu+LKLoyA>gUD8Sb4M`EkLDIG8*ZER;R;Kv55+oBBYe1{0NDtM z*LrXW4l^U&%t*5~xFfHk4Wn}#!;LUa>w4C5yt=^*4=2pf+4gpq2imG@t*fjWN}uSh zRkC)#UL3rZOM5>?ISR^Y)y9yhIUl~iVM$Hf zXk@!I)*OvaZj50OHYgL#EqseQJJ+->L2`}#?Wg-5UZlKdMHB! zz+eM2`iiDq(cQWvS(>w1@V2~$S%fES#}-bo&b7YNe`=J$XjbgR6V{5=x%_2@Z}9cI zvxwMEe0BSw`cQ#=3;)Y~(|P-QJw8_T<%dUxtLId8Zyx@qv@mYIN2})Q)^kG{tU6Vf zGl~fbYg*?yAqhrv6VOm*t;|?)*wGqSb*dD0bosodSzDJAa;M*$`;r<+y-FW$;gCY= zYGxr9&O|Rz?%q);Gc%9HV4)!^3|YYTwhikat_Yaa0ns!F=H=_3w7EutYx$}AG^P>V zhEB)pnPo(Q1y1PJRq8^&XjdfLfZ5-hNE5KFmjbX4Vf!*wSDIUqi^;d6-9Db@?IEW* zZLX}xb2c;^tIy-xur{4l7e_~g%(H>BT9xb`g%QnH>;?tcc8Hz1DBQMvyQrcR>Kif~Cme+-xT3;3qvyjDlJv`!YkgaRMX%O8_ z4Nx*RyAxgNhF-P`8W>VrvV+uCz0Ta+xFnIwF>UGQ(u^4H_ z&=0jW-69V71ziQv9Al}w+Hbc*{Ug`apM7`-!FFO$tN#}9gnzFk^v&djAEn=c4M6zo zo{}IS5&qOoc4K@oTb%?x2C$iR{x$4se3<{(rMa--i_c;BJF|>?x8xhm)Ax%fJY|5H z2+$2q8zx)c8;;R;6TnPAX-D%7`$r}HMJLQwmZ57sA<_dJQfFn>qLs79?JHM0-NWs^ zx4Img;kAOZ7g1(}(R(Nyd_KY=xOoFo_~x_*-?!TNY9LZuG=Uhl3F~yYO&@(5YKMj# zt#QTPKXV<8PuL@E%I_y`6ujgr?~)M|AT#UZ4U3($GUy5boK&-8cnmkvS2eP2R*Y7D z!UncCaHn;zC+Y)g<)GAxa6bZF-4dk_E8n)U@11j{a+c|2^?d&Fy!T_n-uQCGp=0fj z>!v-wp7n!TfYw?RXJ$rQt%D7 z6!Th3??a_6eA6~29*CHR(IQK)M&P?=i63AurL>u(7rePQY|E-ph{{%oDcI? z2F%nOJUq70NPp1pW4n)-;IG;9%7uzI2dcG}Qm@Gceb3@p575aCF!ylVn`SXgWher@Xi`hR5TlL31lz)3iLL%B=bI6Xr@|878K>kcEr`yH&D=RlmHa7C?;FrK(lA z)Gc$+z(l`YyL+eQ^qTyhO7AZlcb~+Q-5hb47*#9{-+R8B16kc|jzX>Z$ZkV#{s#Qq z^*Qz4T#lpbR(7?uyBD#PWnP9jw2Sk~=Jamzb>TGb+tPJ$S+5f1e?;$@iLbY+0xMKu zjdojy7qUM88y$R;zyXZV;M_)=~ttjw$)iY=Zp{BDHsbzRSlv?HjWX1yoVAaho@ z!YVXN_sw&C$$76{;O{-IMWIJTVtCfds^Q^at(n;hEH#-e>mo8N!sF-bzM$~S#?+=( zRbSo3ZTs`WcWuS|(_F0nV2J%o#rD+ebjYMi2_HB-WQ$mpLHz+TP@Z*VefCg6YtAi@ zRClhI^ndq=@C)X|nJ-YCOS~>M`j;I=?}L3%hI4gX z;JfQh^}7D@zfI4a;(b37E0-&&n#o_8XI(@1*-*q~n0&>>?GbE&Gni6;q%=hEOvFTjL33#g)Nfdwv8N-*?oq`9_&JCw&sjkL)wn7 z*+t3Gq}2db-3wVNu~*2@UFJ9AsZ?0?3%JIRD z$c}hgvTL-W>|GjA8m3+v?l|T?J{x@rtwCBXsK>s6Bd;ZUrQnV2ZLAj1hB8j`0d9uj zgt27?UlTnVuJ(Qn&I|xd>vkBdS6(Y;Eruhk-U?NyWyIK=&1$GiCT@>*m#kQFhe0hl zuRh&guk=Dq!Qo_cdp^#*rYH8Dx1+OT%B|bxqAmE6i5AGnwJ{GIErv8S*j|E2gzdNE zxmrNcs-AV_h-2`E{MWz}wCFb~p#}e7UzXokZL|2iFqQXSeq38!Vn_E|Y6!@vw*hkX!+zN zC-0kF&+FXlF|x_k_g%948KXx=Y^p&6ku7Uud8Kv6nA+fga$d}*VVUwC{*NzV0JG5T zV^~DCK3D&38@ZIL>4XQ|5}0-DdUApu19#(1jmCwS7?atUuMdZaiM*J)Ut0lO%EEF( zy=DSFE%sZF(-c}$_{4gz%8IW-wq8=w)!yJ-c+%6t=w#w`6LmLt4w)l}!Cr>2Ea#{3 zdG@1lUEA9|VryN`xhQSC#$U2YZpZB>*0b^x>KfgPRZDp}+dR1@K9_5?Z`~5$-7s&w z004*zU2?BG+tIhit6|wtzDbfz7dy(oe&Vos`Z~eHjK3-8|zICD0q59AH{I^Py<{`M7xJM!#OAC>Rxm$bvt1;ULH_1SY57wxetSh zS-47_b#B@!XE$J;X4yVu0oR0H70}p{$X@Mb;mczKT>xJ|pugqWp50AYw1sLzS2qV_ z^ngoHBYSJ}L@i-6v#RO~@{h-Jup{>2-!S)eRruPh*ZHu0nk6wH%vwulpd2@cL7G>- zjtT;|G5q=PUI|;eJbXm>nt48JH^iN4YSLcNK;?pu;r=pvszESHL46CKp`|dKcdMzjUiR=Kk(3XbsXA4xJ<&Z(N2BorF^)J4@sW0)pz2tAO zpT_>4)eaKgm1vo%E0=$cv25t2MWEd1#++~DMUQRY_x%{S&UIaTL-%O-oO(6(%wT~r z$oI8}xp(J_Iq7C-@nfvrFklq(N)XX7v1&Por*9g&wR-JM%QpRN;jJfgs=?{mkHX1) zLg-nk9yaKtBZjY9CIbf8O>bJ6OZ~G&5Mf5x=2(R)`I$^de3AZ?Jj5nGou32q(t8W& zWxmI5wa^VWPUmggOtI!v8P%*b_4E35eR16e*6?##eb4;=(e!WKv1GZHCN?L4waneg z9TAy%E>&HvZvFqCqgOph>XxeOoXm{N-Xz^@EdWyw9>qtFL2?W?ni&=_@qO#FjwA0@ zpNuW3)=q>b65F-2G{%lG(8nrODmQWa>@vZI-@`{avlr~gxUBYuHcDa+vm*DLN8Bk^ z_r@l@oha*8BbzNlu?5l%I*hk|yH$P-?L&QI!%dPYu$Q|>Crs_NTOhVBSHhfD)<3{p z@oiYmerokN=8OPQd#}9)Y=)c9t?c?3vOurZwty;7#g(wiC+sOMwTz?ibh{Z%^bR5> z{jes^H{?LGMYBV>tI>L%))WQqX?3%H9J~+P)xZ89=8_yVR zHAzxtY|{%@va$2#e}V?{yn1&N+ray`$i+&c%s|j$C?;YsFG;(#i~xrjNva=ZYA=7= zc1qSw)^2|I0?Ldx0%}c}S)kqP3L8sZRbvbQor}in1a52ClTpz(_z;fTZPOB2m8*5p zVIgj?ZMU?yDAaVH<6d^0#H@x^cO_A1H@5*m7!TpI`ZCEttHCu?e%yYCd2*-+VDc*K zUFR49NW0j55VP%0-G)81q2J*l{ADW=A0fvg*5!o1EE4oIz;MLa*uow98~W-vix&oH zN8-uBYHOO?4B=~it$n`V-+Q;SeRo`aKz&S(d7Xdw-s7opt*NWEw<7gYWDNz>t9A}~ zjN92bV&^`Ar+Jdq8)~Bk4W^g0k%Db;7cN+FN6db)i(xxkwQa;ae%^~}nwFufvI+rf zm>A|!z1CSg)aA(d@Ex5H&?@7$X=sNMVQlep*hPe}*{6#^6jacw!B5g90=Qr5s-0yh z5}v^Cy`lK|cAKc~eF{CM(>7UU!P`CN1D9#MI5IEzV0ex~scEZldHCw{%_}<_#xAmc2@sIdAp+tm~O*l+4_R3tkt@03rVLjGE1( z2t8}97mN9lEd!fmb>3;1MmD}O_waOY_g%iC-$Lf~Vco31YQ$z*U&VrDm2|O>1NTRJ zj4yPaw%Wz6wO_2X*x|#B0JDiksimU!4A5RB5|skjZ6$I)Lf1y? zC6b)PEyfQho5JV;V^+WDp63mub$MYB!);31z90EQkp9^yjbYnZ2|mBTUK4TLFlOyF zot(YFdPjGBgl_CPzg zWAp7_?A+QwnYFncImZ|5SZxtd*H_wz`FJ01uonM$wf_#rz<)7L*kus?8>^fKvXp;X z#}h5=K3`kfiFjtAp2bXVtND5_I)~JPy1k)-@x^r+Dzkhk9xeJXxX{KRXzE68il3*& zu;Jcy;p<{+%7gaf^MkjZhvm**3ud+nkE7QX0mC@RMkbbKd!j41Nz;b|o!PlcPtn=0 zE=V+8?6N4ws+(HgGvFnwx<96EM@i9aE4c(mb z!|}L#J}$(M^!xtd)8>tqv|Q0L$#*LP3HA2mn2eYz>#fex3yc~x#+JHA)e3wnow8w* zx~r;a=JT4>mB`eejy84{D?L(Zdb8WJi+DYVZr2({_^hkHe*8hk^b7~93B7n!hHgko zV2|N$EoHOihT%nPs_XBlpS=F7^8$aU|1Ukg_qfmNIXWjdr+uaG-cviY@jycuI}Bma z#RwkO#oo>RMZb}W+Pd~3_S>;DGc#YUt{75C3UJrz>RZI$96uL8e#8N*RcR($S!Ia{ znRJ-R8|ZEnr@_@!L#cW9mFV`}HL5_F6V_S((-ACCihi*>c)4-1$(LE@e|{;Ss0jhe z5MIWX;s_FWwY7&NAiGnownfOnKgp-v;4Wq4dsP;IL7NDN*;CdRcLn@DXvS;vEL37$ zdAnU?nJUcU=+Kl|b9~^K48(?8wxQUuQwIq$Eht=8`aU67=58CnRI?Kn0W=ikfU^49eKs#(BWTCau+A$B-5qq6@_8xSx}8C?41emT z+{_Qcty3>E5ZYjbQK0N<7yOk&Xk;r}AprbY{UtSfA_r8~9-Numq}OGIkH+hbuR)K7 zS9#^@iPk0>YfTCe!-komX~wGR)|EQFR6PU&dtDc4ApsZzh%D_~onO>4mxtsDYcizW z^(oKio|=vr`^tdku(Yl!JMr>MVBpXQ(P3t63y<#(sO0F3JW z=dCJ?`h%^JPDAAf^&|v=@q=SX2P>>1w9R_QIr5uf7kmq71XuSqK0TLUZG#XgZ&`1X zU3XKes$N21u`OusfPe-Je->tLW`Ht&w<#ah%V;BTa~GMvk5#*cwvAxh*Eznv4m^L% z_smsS_eKClaBtIfFGSGAO*P7Dp@+9-?np$_z#`nu3%*f?Y2nRDbN5{fyU4wLGpbS0 zm)G*#t=;C&!v+k5PuHA9tS*Fo+h1MYmAj|N9*>%{td7b*4UDc~<7O{d{vPuu__xAa z*Q`p{1~#lhd|jcclD*6kpj$_jps%aWbXd$0W=37dKjQw2AHR(JYW$Y^-gs30tc%Ww zX{+`NF9#bD0b3-1HlqMZ-7kQBNo5@FKH`!4x%IX4>()f?mtq&4Jl=9V);xZ)>c&=P z7Fa?7#xkEY8?W}`YD(VH>b-8?`nk;U5CfW~^ZC_PRn3-zh}j-aqES#@hacajpRV6a zbMvRpJ@my;xU5@BRVqsqVBubU^|}a`4K6qhLBICK3dppF=cGchd7SHeiFUFdZWJqXSz=6+ z_0Dfu?GhyyQvkHV!u@_+%8??{It;#AU@xDwQ!hJlBn#Eoe)1tiL`kfK5oYSX)`?Ga zIM_G(7-Kq0V)UoM+omk8Dt%qkulucT-)_$zmN{7FkXBiWS@4_D$)bxi8Ud(S?EJ3v zVE;76U%LriuBYjX`_2fuFYS?wcz1R|nnx$>>NTP3vN8k%7dA!EHxG~HqugDrKNMl_0q8BKqZ z#@61s2O5pO%Bmi>8HQm!usoHM3{y7mja7W5h4Exp?~Xa*eB zWH7=zJC!AmIz!f+!2mDO;)qLjRV)pquyayzwBPWLKg@r^J{8~1VEUW; zJoV3?v3Gx&aym#{nVGN%tGhXe)6CG=S1uvV;+Qc8%j99y-k0RJ$34qarQE-)Yw0)h1~J^s^vy|Hh@BrXq)`w(5`ZptU(L&yRkD;&bGxJoGWhBfGL zw7K}3zE`nDjsp?y?gY_QpZCLhpSizOd-z>M=0)Da-^ch?%X2-6hO;{)tM;8Qq_R)Y zV{kb7*D>~-7;?gdB@5t&eD3F7*`R_rcZw0mtamRWyZMR^)6HfJZZNg>28E&pU)Hj? zjL~wyN-qX=Ai>R_GdEmw?(SWEcEO3(m&Y`!S6z9vH%%UM8?;>%+nNO?;$9ecf<_ z`fbF#@9h1&7Kvf|Y8g4an;XTh;c)kBP#q-{tx=cTwrX4aIKBPuLkQY+1W2r}AMmFY zt9ex$K*JzL*cAk4c-->d16TNVEbEDcB6j=LmT8{uaUAZCqsM|G?rr?$%{>_W5CrBW~A1SG~eBuj09t zAbZoyJ!aEdYSGMYaa;XjUq+=FNa})&7|XVj7I8#F$*$gJA#D<%sy2*b11R-*d{$|* zPASGi$7A*V%fj*1Gz~NF1XxClMc7lw&6RvfP#Wy?tDaVpieaeMf;`M0w>LZgQ0w*c zAXR0A2mhFbm7!+!Xh`JMqin8LR(HKNecaj8(-6-OqjiDRV@ou*!^dIQ$BW(jTIhqK z+toH5QZHqpG~DK`;McC(UWKHl!5S}0ZFcTynum7eUhT~>?{jup?`(*u$|#^s9)2s^ zfKiK8W~)83x3xyQNH;5bs|f?(WWge`a&I&NGNy>~n?>0R*~f)M*K#ayxdUlbakW)h z;LlUOH*RzcFR@WO+bI!SRVehI&9Q0=Z$fS4(Xwh6s|3|j?NK0vZfjZftzg@qG16|{ zyW1qEPq6tSiic%?4}>+KHo?RC1^+$odU30~;YnuIg-jj+#`dPbdbw`_y51lA+k7aw%*?MTtELwjmmV>jCZ1g%-CpWjUj<*zm} zX$A!{AW{P-xD`Jnm=zpzevD~*_n@KFg3)CLhfjws1Y`nU5z?EvR8KHz-Px)OUL7Pw(-_235X^?HNKXvwgt5VD4k(H*rzP<}bdUV4)WCj~$)BM@GGBeP!P`$X6WxI$>gP*`>Y;iJJ(8;0qN=ym4Ffe$S)Da(klLMcHCP@+ro{w?g#+X5TiG9ptGn1g zsSk;cOJ%v5a^jf&@Hl!s^SWdf5r-dnRqb=*b-cCMhkDA}Xlj3{jR0KF(~yS7D++4` z+jC5k!>MR#SBfv&lD2VmTVF-R2t^oG7u!a3+G@~SH=+i1vwtWIK~cTCcUN9z7<=}c zQBUKKpp_s^nPZCCdzV@OSN3hj@wm^9?YB#&Y4hk9$nGn4-4FXxMumAAH?gPnF)JST z-+znvX;JPzj)?1S;PmC!#YzM2B4m`6+%%c#Zc-SjMhh*6DAUdbTy%|(R8BK zN_3fd;}9Np97_5;yu5dH8p^{SAN~)y25cAB2;3e_WBZKJ1@tEg38`M)h53dv*_+z0 zPPI75Dn6@OuR?&DN717(3u}MBja%z#T~(;gSD|sxYzv^4*P>J$mE`d%w*?lvfeyJ- z6ESR_KFD=cWADAQJRjpV-{^vaG^T0Qm?Li5dtdviZjTYe-KIB$MQ$?<0LGFsdtpDo zb|lfZSy`7m4yCNBl{l>~R zYS7(qrPkGC)$y^&>v`L$@ECLJ%HHniytY|Yl@K%jjBYA4L2%>-)Sw7Lmn#EXBA zbS&)0o$q%Kv+}s|d_MCQJ9_w(J1Me>gdyF1_^IU<-jB zSW5$-`73+SC85jn#3z1_@pd~N?$dMYtjgS0RhMn^jz1D)ru-<~odq+9r!glcQC@FscFGtIn?7hbmO1%D&6` z-J1k}Omx*wR}QlMr&^!6_hAehq(gosj`@!Ik)=Y$oZ(h$cW9-!Q5`!q3*VBZ+JH7kf}7roL_oYmBEZ5++sxdGP!^4t|}iskNbe4 z!po8P?Uk-!QGYJgILpqy#7=2LE_XyT1k-x2_-y;5&Cw6&hVk^{++S`LBYEy#b{q3H zqZ*&3&s#IARuI(Cw)W@7t=$Ai64_oU=ca*mrT}k91~i2NRT)RREa>Vf zZt;cmDc3Tc=r5X?;!kN+$(wYQbyLf6INXUsSJUT!p~~8;K{ybGLmJK@(QZGqRV|pe z?bLd$3*GQDiQE_Wo;%gljR{P-no>ZMY+${HW2FxvjKkUhmA_&`MfaS=;q@LT)mE71j-{!VDZUY|DRaL?!h?n5;61zt`(2VW?0Du5V zL_t)7?lpulBPOw=ixe@@gtkZRiDn56m7zqCK=q3%)>>J+*m1k<`Sx+@m;BuM5i!=< z6v*T3vEv4uUzO%=8bMg5fAw_RM+nh)u`s&X-P>4mGquE}0C^AGy!NPHr8Ke%-A#|C zwR7Hr`Lb~B>?U9?>RR>ve$GdlmspSr);1;6fkUt5Y|S~|&|3RRK{&R|0ENj~ScwkN zNme2W7|alXaU?fAhFR-MrPSaSivx|S0nJQX&29{ zcBA)k+;qm7eSV12m_+*dJ=Z(^S^KMmIe&_J7YZF+M(EY(mx>fkU^(Al=hnx0p5=Gy zA>5$;Z3Z~zj9I7F(>ixu+4tx3ia8phLr#*fEpY9nGMNhl&KM29kk{?&8>g;Rn zpC6nP8`y%{x;oq7`O|&d6*=H4k75}6z|7-CPfXxdN0w~BG`{*Udsx(0c`n`K3am-K zrG3!*;4+|raQm90I>))I37d1w2Nhm+=k4}>*0rf!78g2eWv5IuC3zh|x}&WzzuFu4 z_D*f{w%(TQXh7AiPD%i2AvBO^sjDBRTHp^yV~f3MB&QoLR6??ra^)4SVlB24<+H?8 zgb-}Ys$uH86oLvL(t<|#U0p197LyfrPjtB0SC%&HP>Iki z4eiQ>L?4xN+>dj9t$x1or~A0C^Qpa#a5Cv+DchlmcK3(#X8QZeKOd_G8r;m>*=4n} z*GBV*5x9xEPT{C=Of#>o-dSc@pbwjTt}|4yCwLlrw>8R-U%0m=O-T!%j@q5uaEA`? zC)x(Pq}^7uy=|E$%P!dsBNk zn^uSo%E9n%BS24dr-FT5#NEhIgm8d!yR8b?Ap@GD~12hH)Z{ zc=ngD25WFgCirHhLRooed6{QaxyXddzP|0UJ*JhaT5j)*H*gI5C$-Tx^A@7bc8BEX za9py{_*Og>r}3!$X8q&2uWla0$&S5S;=WF^Z$_)^&g1^L9iDj(W3K|x0E`wcsXMch z=X)Y+EMvJVe0D_Pz;%jDGa3Yy+JJ-3(n)kU&76n@rKHZk>}Ct9U9W|Hg!gb$ORr6| zlDd)b?a{4F(C1Clc0Z9hXm>w8?)Q1zduLo8XJ<dFiXWWQtawvDuRJd^Q$s-7gqvJ465-oiGjfLiXP_qW z8mxvvbkdnKpI2$?m67X?)w8(orAF?w7K~+G6h>qIl%47thrdK-g|QtEd)s|>pCuU! ztkyQx6=;xjWJ{1okFn+v-#;QII6;!Y5WGtn#x`y5a<(I`_MLI*xTicY`a}agF>YPV zRKIt<5~@|XwDxEo9_6F%u~uVmV_%1X?H|jY^F~l8v{%|bEv`A^4e#IcBiZKe2r30n z#?5@=;v6q3ZaoG0ZO-$ykymHKk}S*33>2D^mauMpS{2n+XK2q)_reXvq&dqXXB_W8 z*&kQ8ZR-Gs>PSqKX&H~IF84X+A=`T`)uNSQ3=d;>sz8;scjtHKh=I0FX|*>3z;-i( zAw7$&ZZJIVK3LCjl*LuMY{lX8Hu}q-*W@3MRcBpwKM=t!<{h$JoE%|j>vqYQZLYBV zG7=I?A`td+hef2vM9!=Hva#jRe#dFcji6b$uO@(nJ|z-w?6PiG^JO`P%2jo3AV}f$ z``rm8+;44Y9Iyv?7w^&`QS<-9PSY#OFI6;>!DIX)rkAk3d}l#b0S)622sz*o)fD)O zjD*UX5CQ8p17&7PV*p%#LUZ@@ag53JW2vt^&1246c9(4ouV+r-788}%N}z7WhtD5x z{rvIV&uel#9uJ>hwRc^vZnEv5y`wMnm-Gc-?Q_xxy@7_@eGTlu&)3&M4!em*7IXFL z4PzhQ$q7JcqZ-fZls?Q(8UiG4Xp;=t0IsjgDyEc`f|(5&^I9#5XhQ5p??$d`yWLSG z!SLb_OPwXl7Q@)#;bwFLgE)v=9T%mj!gYCdbF1gh-LXY0Aj|0O8miJN=;~Ky(GK%y zZ)X>BsN1r2O1WBF#X%oYzhAr5D0H9a@@n|4+-K7#?4FCd)+%hrD&i{MA_xyY%-$(i ze)h`ox5smTnsp2-Wpx6G!Faq~&(3wa-G)zC7t!X^--!?43kvENA$;Z!m{CraS{iAKWRq|rP+%DZW-_3u$m38HNT zThCt+|46#>zh&K5{C?g3`L?RtE6y&*JU+n%D0A!5A2C zU7cV5i5fn3uCK;xn|f5fW(_IO-OWSY-?e*ix>tE-a6;r*WUa0`G{6X%x=fw!LN17m4_bR2G?C#Ra-5| z+DF)g8IJ#V$6fU!@X1kedzvctkCiz`_^|9hC!jRLh-*EEfd<06LqclrIuTaUJ4z5B zNLeJ~7Dr$E&mm`6TT>mD>-InDylEYZviL|_*^lhI-|nOu$%FQ0VI7UDch2cC(A`-k zNr`H(`u43$h!`}V_ZG1_67@^4(|e>Ev;{5hElhQIJjRi@y1KLB-VrvE4)#Ee&NOVF z+ioy>|M>cm>YD|?^XsY$VaNEXx31dD8BJcfljRmud>X$dt1(tTTH~q*_{ZU1@+zob zx(f;{B+^=K)-?Wk#uKV@ME5grIzK&JJ>B1Y+*dw#?=6{u=)JF3{k_S8U;#um)rF?2 zb}rR}2=`O|Yt@!|WKhou~Rz-D!76NYz@dW^0Ubzdb&mU#aCnc0QJ(MeC#MR^oLH zb>9rvWi|Y8xAbc>LH{CX@t3y$Ypv&7{j1|W^ZyAvkK0c;LTi^)9nb(C+5Uzb-T}iX?JE7tzqF~<9X)yV^8XXY~jpm>hTzV zoBW(zUC$tfH|mMCy1sR}Cf|xt87nEfzD|Feik;87Y z(klJ%LEX?3&0~DK=l^RjRLX%EWv-sRwY=m$BAiWR)$U4V!EfJ^=;~2soNg6?kxuvH zek-rFPfr_dmei7c{XS^JT{bC1D%5E7*wmI@&l8x18^bz(WD1*#z-S+C)8>Hxm{(&h zYCq3?;{E=O{zlC3|501rO^)!nSgEKAuV`B`bKbXP{z0qS^BD8TK9_Y&zeT*v0s-d3 zzUhXnycSJk3|WP-o1izkNt#QQSE}>qe}yjCMVZ2&<`{SD<<_?$9pB_jwze*G zyN$rZ?e;gGYOCj^#VLEtDRj2yV68^goHp#(+7gSnyoYXulD@af_*b(nUd_)6+Z@d= zMtckd!$)VOATDd`-Z9_IE^#(uBM0c%(n~o^w zqH;8OuX%S9j#~RXGuxwQJibEu^T=`KLOs>{7;)Ju&aNi$dc)Q{)_C0Yd06;yOQ5aV zJJGw>`?y`EWG;ihEH;&RUZWm;OyS;pp=lm*$*;5TLxy6lePLZzeQ@4nX~+4Pikd$f zZuvHS%v+ZIcpMYQfH6@u)|veglXu~Dy@{HvkDyXoH}w)gU~ zFs>M1z-^~LSB&qrwiUt`$HV&7jvbZDBEqnJD}-jbXY%3xl5wb3i31%YhKI-Fe)Uu8 zut)93^W4%0?w_OnLw<~({?{|^>+`duh`;Ij>jNKYw%*^K@86#B-uPwgzr^P^*sYJp z^AU@cmF&*x*V|n2t85Gh@axWhmUZ3NIsW_c`QPDZ&5b&b^SWi(u>J7w`Ux&xACtv9 z_3+!z4|e|aNBd4O<=4ii@Vr~S2cCYHqF=ilz|9Xw*!FwwedBdAMcgqT817b%=YAvy z=F!emXIQ^yjqgwVOm!*E6r;nsn!QKi^WT-tfqB1~J$PDN&&R$#9*nnPwrl_4`t<%} zU4y8v+ZE%FSA*0RxrN=jp!>ML^TsDWPW%RcPR~PY^~cbTUXeN5STIz0{rWGDj44gT zjkj;5z{$rxe*UB8j+3|Y+weJ{!q>^K%D*jEahso0`(FLnIKK8jBEQC`-tYbPSoZy} zZ@2#U{5T(WqCe7}d+?g~YrdZzPhY)%>F(}ihVq^D*1^2h=UhE1VjWly?fc$ib(}hK zyGfCXi@pYyt>s_qj03iZZ`*la_(^Z`O#kt5zJCt>IQB{cg{%%;|4;`_K2h-o8I?ALlH<*pu!2csQ81>225Y#prlG z|B^2Lu#z243{cKxKkehcSm(@dqux0tZ&rQ!=k@KQ z4!cL*4m_}}(9LB3c(;!){g=Squg2FW^2x}2_#fUQ15Dn}OW&){8*-j@UvJOj!{_Zb z{(AGjnXL4c{7lQ=VDbK*hR-@Rt;a}C#ba#S*9Z2;v_9mzw(Y!G+rjdDj&t7%2dQA+ zhyU{Tzy2Jb`=@PLS9;CkZRO)rfAzQT<}ZXl7AcR(+ris?ot@f7-QIP4>-m1o_umx1 zeEjBBL#PGq8S&tZjPuR*NRH1rPP$H?&oIR`QU@;oE56wu^|oS=8vNk-Z{rSPhhJly zH_Hd=(6;@{_p7*{;?gwUeb^dbAM+33zmijebf%uotE1ZaOI>asXa8=unelctdGOMY zf4@%lSB}%($5Qql$M~i8<8N2i^WDaOy+3~L{H^z={Mi22zwCcjeiiy{#5a7h{!{)D zZ=Cyoi9ddg_OJQB{kGn$KkVD{KkoZq_n0@8UmcDkuKXkG@5k*ETHp5dui*Rk>yHY1 z4`B9r_kXs2U;_4bt+%c>8e7k+%cJh|JnZ|>WgXpr>HIf-{mty}w0}?zoB6=6sP+E8 z-2DIeJjZkQc7uMZ{0;Sg&Z_nsJ$Ll=n3yy6|8K7U(>-rr)7pjEm}>WqqvqK0dEZN; z$3x>y0pQ8~9IYHN?Kb;n=d3dfV_3WXnBQ;lcF$W~{VeYuxAAp*{NrK$?t4VYoNU*M zqmOSfzO7&Tmiuq_=Zw61bR_%_%*O3% z8_!sz0wk5gZ}>)zNg zPCxu{ulzVa{s|YS@8kLAiuGB~)qde-E+6uL#Q%Cn{Y@Y7@ki;<<8S3ge%@qnA0PJo zzWIgdS!G}zvoB59$bD$V!Hh=oXFPt5yUoMy!|t<3tYOc>T6c?$5!M zYjO|#a`-*sb1S>QkuLk*yG(KTyB623c{`3{2R^UsU*>!(?b11JY+KLul;xpynXYN& zmg>DT(HM4o-i~;atKy0K_r@PO_w3{6cEiUvU>(Pp+wwaj0FaG%B8SA6|_?e7z+lX8I?LGbeJ?(5A$G*90-DRv+V8d9 zf7axx@0LH_J7e|gW5v&m8?AbM$GJy;bNteN=n;Dj>P_P>AIDEWc&jA4;)wbD`yYS7 z|M(X_-;e9_d2O!xxvKNp{pXwh_V^sJtN6k3aktwmDH1*&d4HVu<7@I9-~UZ@ z^sXPrybb@$(xV@5>#nH2S1)VArrEIamSC+p4Z$}Xk7JK_v@#uT=hHR>nnxtDt=a|G zsO@EqY}8;60+KZ>hRS+p*4hQyW^S;}=N6Q0YEmS+dtV5ht_IRrB%A8)Y_zFH(@lYv zXIZzHA?ug3iX_2Qvs6`GUzycS#-Oz!+0`Wl1zDFWO|l72r#!D^g|>nZ2!hL9!`iM= ziAXaN@;0Fwu35XQFTvcMG{Kd29>6VdhznK-!23^|FM5e?jyVU(?p(^~!xdexPwNmH z=5&k;xAH#|B9taNwX1DvMYoj|Sa5X^A(j#nNpgUcRGGc&+xx$ra^PEEbMLRLF?-P6 z#}?6MEh2@yRJ$9)Gw|s;%}};;@s$U;Sxh%$!^(;xS}N3+2h27s+ejZiZBR(apmN_% zB5&2~R&`^0!&p?BiZHS-rJ2F3d-tyWS{NT}8YL!W)T*V+LNx-=I?r^4i;h9JImA#| z%^cWJcX#=8bHK54c`>W{btw@FvoUb^^AC-qj(J*M1lYg4m z!eVB-s#aBX8|id~QK(X?utTPn5k~jEpe2}i{k?7PXsoMyU$85v#P9m)7ue%v1?F`f zI&YrC9{;o==q`!c(N*jDV4vnmSl~4=Hjg%6-G7|V7XeWY48$aygrd5u6V^ryclQRo zzZ5>?f;nC9=`Zj`7k+_tPWpb08j9&4N^^ z!V7QE@U0e|-aaU?FITe~1@m|_uGGEj*lrt^^re^3!Z$3tZ}|Ye?X-NB6+=gWzszIx zZ+YF){<@KdgePsx@zZpBQ31_3W{+_-5-jU)>Pu&tt*LOIpl4g!GPk6IWAkYHsqDQq zudn}a<*Cc;7&hK)#OOcTem}Q0nfLi&)y1NV)6t?F!x;XoGl1?{{JD+fC>I|wM93+ZQ@SF0!?==U3BDXjnu zN7pQN7KSZH9sXEr?jOjZ&M+FPw6%WY@tdw$=iTg`w-7G7zW=4aet-MR8oj+x9z{U| zq%1bf0kGY>yI&XB@cdYw>aL}W;R4jg;>B#UF7(Q%4l^5p;a?x<>_U!t`&!j~&_c8N zi=eqEupOEP56i_}N}L~&G4?qK(0DY-tm-Ona}R)3RjaGtQ`fd|+*Sh-|%(Z^x>3{q)91#I~m`nWv zmZW@0;48eP>h2QHEOXhPJ3D3S0nT6*rEk)`V6{BYU=0xoSU-&}s^LL5GqY#`_-Y7q z+icF{Ht&?I*N($(HtL0E>JovZDv@@8lY_PMT6tc=?RtLF5l8sVvu$0~;GDPh_5J>a z<2HI@pDzx_jdMhfUd+thDgo^;FI@Epv&^ol-FCfb$~2p|y?LEF8)` zu#6$Mp2QlwFR)W*?wuuP#O%~sr*Ag~ccB4v6QB0m<#&v~SWx3Ct+dGgx$79a-k;l^ zK-Y;rsXc969-G!OgJ7EEJaKJ$l zY%tBJbCVo!09~tEB^bHrDNHivyj6FuUfszUaEk*+vz+FpF=p`4^UGKulNc`ztI7+# z#ANuL^H|Bf8;pD3vro&U)fmBJET&#da_0>K&$)F*x6R%PD zEB6FmJJ;6-Voyd)C#!0|5S}zXaI*>?(^2(#ViXk@6_1-&cW+dI#EbjWy3eUh^{$q` zbj#9n?}yC+L`2IvAZtf^+pUh-6Jjd5tK~3yj(}=kqsR_FYe>Iver2_XO~xR*RZG>C zTZJBJWaj!4I$cW%4FMcny{;f8=kWB8JKQ~-l^S+ULj-c)JpBX%oDwL@nYLn z6-mJ|D_aqvxa~L|9@b3YWSMWECi63Xx*fs$8+KRSvYkVAckVyb8`liLP;PCRSFL&e zHPYV74ELKX7ITX2cNfE4k>f>m@R8 zi3O!K9Z|5T>VB25mL^%3m+a;Km0T6zL3N{F|s#VQ_NZdH*fUl1HLzW7-!DZ91{ULJCjSsRwm7!k}Rhgt)jYjCmn9n$(DEWd{l%uCJItoLjp3V6Kn6--EGz+ zm+Hj6?K?OOW*p*ZtAaPnp8GKOR)VQ4YefS!kKLx~vId%Jksdtqwfq2}X+pPvlELzB zx(RRSo7YL+JSN}f!f!?Emx=U+#ptEV*dMet0)9l9UEgrSf(AC5Gj$(?rzDM0SnkK3Y7im{pC8GN6S=C zl3A;Fnt69;H}+!bl7|_)t4)mI11yy6ItMJE7rxmVSsm5xrk)r-N8Avjk39L$&d;Cm zm-Y37dBTzgAX9*kDSz!Gy1CVh){9<=ov{jZC%Wq-3eL@40f2&qjg|@<<}U~UEwyTuk$JCG42&VmGAav`OeP5ZOw0a`ziGQ zkeUXlfLUjnu2QN-hDN9Iel{^Uk41xplC)q3R@d1^Goa~PM_+773JQXn?&J7 zj%eXrVrR?&Tc}@$!gO)3IiTpq5&qZellH+e^12uP+w@<1pSkxfD!jwAI-Onk_gcR} zPxr4$vrrn6>Y)p|+SNDOoBUh(ot*RMkI>z52tz!qf9l>}*WZ2pEFN*JfNI?&n0?0d z*Q>*nA&WLkF-h5n!$HD;mb7{aT~W@+lGJWA51J=(LyzmJtg;?AH$(4>dztXv*NnN` zilZNgewu6g)ja<3;V)|CuJ9N>61;Zif zg)6Jr#B(_c?ii6_QE%RT94yqzi#@@6?L54dx>^^bZ^Q0!4lHh_yurmKgp_VO>iRZ73-sLkrjFK9ZdG+q(b(OkYUg3zz)pUM z*7gEt6!8M0a;<+#huaOPETNmgAg}&m93C>WPG{fQHe_}CGE-fD`1060VCmx;^?Fef zF9L-Ckp{P_7u{CHpoL)BVl`0;Uf|VG95ddf%ySu@cU$azU7x7sp>_ zD#=psT1y}Q;QfXf9z~qM?nRz?Jp1jD{P+9Q3C3F)(iX z^H-QV4$;c2Z9=GaUB7Zn4BHpZXJo~U`&K-PJB2G-#utDpAj9tLg6WgkhdSVFS%`E%WjIK6~i8F6%*;GFLu3eE4*CVQeHF=C8!)idOg4{rqyz zP8HS8W8Qg4`m9tGK$hJ7MS}3Q;52?GBdVm%?39_!7&C>vldWMxSIV=Y3)TG<^&b6m z5fy)Ld~Doy`p_Bf$DGm@Yh^+JFm-2^A&5%IX2ji2SABgBd{blV*OecMfgZ^}-ox4L zgii`QcU8BWEpE){K%280)zxV9w6eXXSmC|DWZQ!P9%dORXQb}W9$#JRuV7+$JZML& z*Y#!U00D#F8XJaTW?cO$w?VGu9w6jYGrJ0;bm~a0H+k3`$gSeOn2IO8<~?Fdr+WnX zLJst0fJlY)-Cry-UKO>i$(RvuWy;)vaogX{@zF~2w&_5s6WtyW_4BT5r0Nv6i7t;C zx95rlPjpqQHJ)O(&t9v|mDQpdU~H|mcC^VIWXsK7q`#__lWf6`yLa!eXM642d`{UB zxtG>!M_gcetJR0Uqas@cm;gt9Y0&pZZd*TP@3Zosrji`upN@(+- zV8XB>whJitls>Pl>ifiqLN$$OA`KmogMn^qb1QG5mlb1YTa-H`wg@=eq@6{5Y{z^c ze%b5BbB$^nManf>UgZ>;LJ;n-Faf1#gtNe9Y{TVsPkRA$CCX@Iw=!41k1@S&%x3|B z8)ap*GIj~M(HNNK>>8=_zQ*)j8<}N8Op?d#9?Z=B>IZ=>T}UE56r=#vi+&RVb!qS8 z>b6zuv!XE#3S9GkKR(8U%35P*U)SnoNBH4*Z5^)!%B0sb$jH2wG%beR!#I>)m8k3D zEoCnoqQR^&h=V@yX$6u^tk!GNC~0{s%tCFovJ!M2!p*VlWqElSv%4DtpgaBW5i~T} zKuhK7_8#Ia1k{oti+*wk+|4}Hf$S_Cu!A;d{e3i`u&Q7gUsKl59?8{eb9HUCvm6Tc zmwKQ)vun%R%$e$0y;&>O-O)|5Lb|cP?+y+-EFkN$z5rlApTD$9RcSpf2vv2p5z>Wj zS_=zci!E$fnlJZ=KXp2lXeh*R#(|IXqnTt6Qs!hOzQl9w4VieDj7?LSimcq*C(~_@ z=sEeAQmg`h{hia~-JPj^$;vr{(ilF+;LdBMkhGXH_(W-KErKsLv;otn^~9?L0AUGk z)rH<)>X?Vwi~+!gS+Jp+b5^$xhPkdipnFiGdfnV^pzlJJ&5o+P&U$ZGh4g|bRCObm za5Ol=fCf$AYP+hz`(J=Ir`|$lF{1pTHNQHXUwtJ8D(q^z-Y`3NL|e%_s*_b>^hEm!iY zd#$CqEW)B4buXTQF?@}=B*eDEdyHDPj{j<0+kVtffAqiH@@wfU{-wUf?tr({S?n^y zYi!fU&^Y+&6_)Vlc*BQ}`{A_ib=ClEL=JImT`&$AvV;n=1h)DZFP(K(6{i*Z+^1#x z9@X78Z}-`L?B}zqQTU2Ic7?Gqm-=gWhxc?Aa+PPRpuI(3)~otoBh}0$2tMVbFIATd zW&}!OC$kE8hJHY|8iWH%iqs4QyZ5JH0`}@$%Pqp+258-l-;6-gf{%H4!)u^Gd;!M{ zLClnDx+WnVPiObnX+k8&e4JE`N3ZQ>VTSIPe#m{y<95uU6?mnN_wLatM0a=pU(FZtivt{f0SwF{6@m%ZqZ1*@a;<{&jFm>5n9yGEstHW%W zHA-mo+PMmnjU}v@#|#s8U8W9&iRx;0@kyhVCgX5a_^zAP8Nqrz3asgtva9e*{PN5z zE!E716<&PEePqwE-Bd6)h6}y4<0tQQWOoZd-wwrn`#d-rTDtaCK91w<9lOt!bAQ!& zcDm~3@$m5trq63X#;LrrFQd`WR0CxOe=lTnP0yG8gtdWgj8ar5>7zkqJKJoX>zH?X zFqZ_W!3OvAhr>!=g>vTf9%IJ+=e>Uo18CjGBwu`v^3)<}MnEjYOL8kaQ-MBSL|s+a z=^g0KJj24Wi!?uMrjKyYZpU61+=9%#m8jrG{anYssy@Hg;_eca{jr{FuA4o6s{2uK zG=;D8{=xB;>z6}JGb>#?x3?yc*Nz1HQS#)(QaSX@| z^h>>-SzF}W9a#Hi$k;12c(@HSS`1}l;9^}@ z=bGaO{U{r(r7F2ew59vamj4-8Q0A&d5)tS(;sUSc3BXLYXi|KxA+U|+L{)Bi7ni96 zmeQ5G2{R)V!y z;RQt%Uw2gS6wq|FcT*BnU=km{D^w%=XclZOqPx$thhh}j0w`1=rG4uCm&Hr{Wn|c$ z9FXBp6fmuuSR@T7pmyHpY*X&b(#^aop&Y}G+y4stQS2ODP`w}Venf9;^RpeY5&Llz zmOpo-zVOwsG2O>8h^4Z)lis&WU#)9{=OMyA5T^P#L_3H)zw{NHp{cdbWB%jqb|A-ex@_?v4)(KSr~wKb&bMmHmvi^oCwe0H%lIQJ)wOL$mBC)|jpRiy3CIc_7yV*gl3JVY&=aWR_-W&L^}a3{ zW{X&7&L^f}wQ_T3oS)8~CL=!4R&Ch+;-(79^foggC^I{p7IjH`S!D-7w?EC6t=#Y) zhuhi-xz7?-i68)TR!~H-T1o)sj!C}yHdl&Fih9&NU(`=pv|sVw*ZUV0KtXtUGGUJuaV z*DEaQ*2Zfg3t@gtn-|$HM$&F=RryYIA3q^nDJnxIl_f@kORwxB3)xZh<#8VV-V25< zlZF#?naNSZFW`&1Noagt8yipX*Xe*c&0k#Tmzq!N_9Oi$@k-h481u0+zCQQQnq4gH zDl{0RGvI#cYe?KnyR1c;?<_qnzwH+$)hR-Rk>(2BK*LKREtTPGhml_c?`J+CdZz@v&_KVn-Gl4{_dze$ z_mP`xXWP6Kep~$P&hR03p@mJlG0wGEWy2ioN}0{$cpQh6ltHr#@CFL(7jW){IwGuL zMTi#W*6)U+TN;#PJItrZj{i;{ZP5nsCf)?g<~9bs%|QpCO6}CSZpT}vdXZAF#SY7s zJ@?kA(1?gZMIu@*#xJStZeUHjjkufA$d9}l|9_tTZb_Cb$?1&V;UAVz?hsqU`KljlUZo9(Ttix-~5CkPRD53{{h*ZMwG%O!wS zYgKmE&dI&~kh)8=(x?x!+62@Qh$<*klc+jaUu#l+Xb&I9=3De5>#U--LFetkQp*x?3Jd)MYLdj=;j)j) z$5rU{H@p31lllHHTHjOu?wVn9j8e>{`PlC6-XIX=QOt%@a5@bMfl8pj;9%^J!_VxR zr`J5z^wKD(e7?O~C@r&3A;;zns`@6a>w-9FK+ex6=IrU$eKhK35j3qi&ri`Kwr;dK z3$-8Pe!z!ab3Ep1!VeoahtK?U^WATY0b<*t%U4~x+`1a|&^&&;?!25WjMQieNY&TF zVwk7`tu4!HS@r#k508S+;)_)*Iu&LX^k%Rc)iBS@X3hQ#+Q;+9)oXlxGg{6(%r|%$ zEB0+0b6)xF-w%%Mc>l3wvMdZElyzQds}JAv?;rhnnrb&=N0~2+Vt0K&2Q<{Aic}a< z$Zt;!I;quyX^T2;EA;lk>KDM#Y#`jwYhKg#zktZnT)mCsZQNM(e0&U(@Cpn2h+~)_ zAd3{x9_%GmJJ^4UOCeelw4oBlXad^^z?AGlb!RJr4j8cxS`aR#*lpQ(ra$kpr7L3X zW9$R`oTU%5=d$HZ*1PAI(db4oTOWA4C3IfAI68)J?=}u;-Sxj-u11x)kFXAPG$=x- z&Q9;Df*E7L;u@Qc-N;lhUnxXNg?y$h4ByOw0zc%VATKj}ojYho`Rm*HGa9CLz$8_6 zW_ok(t}U>KX7!auq`Shun2~|%YXOFcNZ9lF*h67aRae#6?d|Qoue#3fPN3Uiu?Ou2 zzg@XLuV?o+Sz2^>z^#$lRW0Y=s3eo1uCiT zcwvf!SM|`u@3{D!`;|6Ax8u6G&w4MEFdrva)>l+-fAWa2o@Zi#Y?w=7&Ji8vHnJ-v zRq?eQC$e#@&HT$jtUSx*o45OA^`_l2GBc4lNVAohnZsdD>xR_EG>GPK*9V8HE?u)% z@^(Y1)?;*cXE|Z0%vxn;=>>om@YERe#Cm-wO(X^po4czfdS+D;o-p?aW_R{WbLpE8 zwAE`)OSmD?AV{M0LhM!LJ{+Oi+9Y$vpmWls|w1gI`JTWI_|dxpgEkgdR|Z5xQ+cNZu$p<*^CuP^`9hGn1ER=(f!eyb6#Pk14S9oPqN8>%&}yF}~iIp;QK zcc_2_pv%9_1=K2b6}zm&{C?ck z!~WR(T0?P%H z@f9KUq>Pnq>MB{0?q-xhQY8t(2OZ|sw(4tZQ`yaGtWTUj*q`dLZpRoNyQQntFKg(q zag!`7uk5N3kTm2B8}T(k$$yGj4P@tJxGFNoF2ijjUpyX08{|+FgXVYhJaQ#U>2lHtt8n zAKzZQ@rH?8@D_eVjbS%puuXNTPX!92YtK*%v`xmPODzwMusiK@rC6h^I?Nd1LnC{Z z5AI`!dt2qDGFrr2b}E(KnX@Wn!C+%Iqu3SBc1O{m-Ed|WmR=WrplK_t$DZeB!!3p> zoG?xBS)I-ao!vjWm-vS|M6<9pWkI)>S{4Rx?ygZ7!Zs%o6RKvNWlHe=^D8;faH3%j z8xW7tnV)L{g=2(qoSD~iZtJE^3WGzhU01bw(HzER142(`8KlN>+-dPb<^t*#Ut^8) z*}Y^KPL=gsXZ1_kBcNer4R%4m3hSjdXKpYzBs|;Gc#fy#_q0c+W_aK0yV9^vJ2Me#Wph!bDCP0%Cw@I__SG3 zZn+=u?~i|w?6FnfNV=_~%VeKpV-$?7gt4VYdGN>MJ9UR{udsSyb+0PzX7ElH0JLVI zWrFee@Al@Dt{bD*?eoE0-|niP>rK69{q*3q(04A|^yP;0tj6qaQYAKtF%uh4%;ZF9 zIQhy0T4;hyxY{cv)LK;?qQAZO^{8uM<`{x?^(xI<91V3Z^{QF`j3bvcesmdPqnlO5 zI`7ZZyT9}6pbgRtv_vmimM_g-x@;t@H?NJTE7^-sw*F)DNql4?D`$V+{GToUhHZ53TwC_T z`U706&YbLk$ARDMimbmhe%v<6fi@u3GqVGmV>qi~wiTVYNzJT#FI>Y* zehdR1>#-b+>YTEkB@HA zWWk~e@@h@=wo67eQO*sDTJw6&9@xiDyH)pEr+SSJcQ-f+=4`aEJQ_BI$KCg7yl&RM zf98i^t5&Z0wjX^}&Bc{QlTcOHb-q{R=ghKw40z@F>~Y>Vu2oqJ3)DoPwIod2RD`HZ zxVzC>neA@M}WAxEUZWbQyK{uKE*w6FtZ43+d4ZysftEb2dyBotC zK-F67!u{rB<8Qwo@e{E*w^R*8rLWKVS zy=d(Ytb*EG*V=tgCpEXuU`?Wq`;FTn*QM)PCw%VPjT~BvSukdn<~kA%T7-`AxE>DD z-6O_uyu{RHYnxlYQtm#tn6Q!PY^jUH*xv1EJS{=wPzn*Mq zJ4(pw!bdJ-Z+{vT2H50Gq&85a`xd0+PFSZdAP3ytPzSS)dUrhmV%S-H)_dwccE*@n|}e}B8Kl?yqq zu8Oo_DdGE%XDZCAde)gesR_jG{PFJt;j^u#`bluJTa5i#yAkqK&s1BL4VYQk;rh!c z-+b*i(PuxbuJ`75G^s$-kmYRZ%IjwcHl}-Vq@Wg7ca;k?OXut=tz9MHg7~PMtGW2H z_yMBRUP&bq2FYbz44T@?5CQsz!lJs-*Ib=8%xXao=Xned_;qPvDA1?brnbhNM8IV);~7-W*^n2rr#muW3D-N(M~!;6n@p^0`B zjPgAUrDvN3x1+S^IYzuTh*7nG7SN4sGv65pJfAjU@a;ftz?Y!qnABrTbfK%I9 zD*UX4+k2nv1ROaGB^az|FB=1pY=W&B>fx-AlGR?lb*l5Tn5sEB&R*~>4b=jjujn!k zD1ijZjAmeo-Hqy3_EIMOw`d`0a8G)o4RuiNeATSWGEJgK$dE0rmlU&sP=@tRjA6%s zq4V;uVNTD&6IL2%+*60}SlQ$@Y%3$J7_LoJuPfIYp*L2Cv`qlk^raV{$94^5S}-)0 zHAwq&Pr6Jpd20==$g8aVvWlTMDF`%4o0rMc<;EttEkiXbq*= zP`P^tlO?kea*C=#wNy5{7c?EU(acm9)hOtdj;>0nDIDDjFK5lhloqpkn*Hoq?AOk? ziAEYLhN`+Y&gc=Q!v$0)&-|a|!=`7hrzq9DcJ?Yq68;A;M``B5g z?|pvQmoKbrtxUnK(dRlPVxG=}42fbAd~MN*EJL}HCB`zq!XlpAFZUlH*7~xKyxzZk zc0d1qzij`SXYUK%*f?@pdr>b4YCYz1y&MtF{mX3X)v@Pr+l(!otqV%Ky;;f7D0HoB zRYC5yC#!wXJc&8Qk|hpVHi-cvy4IA$7~RItz1ce2_f_|@2fBw%-tMmiOr}bzWS1k| zaIR*Bi){6!j(R=~>2IR(Qgtp`Sd)v^4*d*a^(!MD?#YtCkMYoM@`JM4$YKk^u z*A%M_w#A4W)B0Ij8EbR(7PaMM&7wHO-5HLlxHP6kF%;!Py)XQ$`>-;u9@F1$u^DgG zS7C#ksIGMCeOqDI&NuUMjoSsktQa*eXUChDG;@u*=p9|Ya_GvdhJVvmLtllS`gaN1e6yuuY26#R$iOIEG!Xd4ius+jAV)!U)CuURw?vevY0T61@70XZdW z+!@@C;l3TW>WdbD#n>Vp`Kj@C6*`^F?ZDVEb#0lX^Dh_GST)bCG=FMY)Fywq6i zGm$-p<$&1+yrr(h87R4T?_)Q=IbC^8E?LKz+kFJ_J7{pyEqk7G?kx%}&dO4o37nZ1 za2@+fY`%R3ZZ)r!XLm_`3x~F<>H<2A@NFr&?8BbX+sJXx``7OuNjIrkOWL~|{im}~ z=1ofS?GqsKpu6aT0H^bO{P3}nvuBqti3DV9y;o=9JO;r~!*cie6V^8qqYa^2-*HW( zEYAyAR9n(!lS#qCZ7W@7rmSwow#zNS_PDJNE3;P-s{cIII{V&VmaejW_)pYh=40+- zZ9n1jsTL&j0k?vh;_&mw=e8YQ+*Y}JcVE5y*oKHJksOUZy$b89vi@=YSjV=#9d+Di z)!JxnylwRxG~{Nxlcn{1Kyp)z_cMRAmg-!qtggdsjGS?U_X``UCX~+MP9Vu9sPwkG zj~li}&8ay%2HkZ{T~F2$V>S4GbZqNU05`#_1}oH$zQ+Dle7n|_*QJ`M6m&!O>tJMF zSgV%f44>xrgdlG0XaJXpW_exc)mre4aM-Z1nIdD8-^`(2HJ_!^7USX-uzg&xnR+uH zl29@}`bR*4SBw8Ua!Hs*2r`uS8K&8n(bZ`-bpr8*giaQ9SaCYFL^+qANl390UGo6S{w z$4Qw(VHi%gnR9F3V?33E=1o)BOQK1V-s)wCpdqMMS~PoT(>Y;yeU2;!htsac^6zC^ zM#$Y_H-O<5^ux4AZh;IdSoUVo263sPLE7fD%0vlrhBeeKxzw#S)$I{}sPg#=d4Jqw z2A}kg$9>Da;8g%R4G7xqBXIjioyO*i2+*@Nv4#KGx6o--SP5s?izCaGeqk&!FqklV zTh=JG)*XJIE^Ahr8L*rwEUb)tu|_ zFot@~`52xa^W^HHJ{QkCeq8p`zV74cEaH${%kMzHsi3Mzn0)KvM9ZQKi#7alKUzXrVDU)9XDk~tFsf4mn)M1P zn;Od9xSK|lte32Nlq@lNUob=?+zG6!pBMKL`Ew;AJm?50>lL^fCrH{xfJ&1n8#3$L zTxebEv{VGNF?nTiKDqX2XYIkgVN+R-8bP#Jn+gCWEp(68f{}wX>#SNDt6ixqsXef5 z1ID>lmr=1l|1fM5wosR`$J=Gw2SRgb~-jfI*37Z17}09@=+~W!3Z>zP`v8P27;o2S)Hqt%x>Vd z5SIQd*zK`Lb%;WUR^AKURo@Ud-MvMyC#E1{p=UNzO~p*{#>msWj#*@8A4MbNF}iSd%I@55U!I>~C_~VO%Z#Q%cb;;O;m7D%FRpZtVPoIR5j`DM z)vaM8Xf9sa;#zeTo@ng?G={}v^{Q%)h_KiHM!p~kYv1>awyM49wx?Me%|9Crb8`oT zOrYGg0t!r)8OC@GzoXLPBgdPUd%45AVY8%KZyyie+;C4K-uQOJytuBC1xa%xs;b&x zP?eOIy3yrM?cQ@@I1K*0;2aU=G>ff(th$yR(K8BfhF!t7bLo%Tub&%>{p?u16F2%| ze(3RB?_bbWIiquPgHY-&I1%Q=R<8tI*cclW=lPpiz228H$!TVGU^cX>soWeR?y9O& zHoxY-)Vv;bA?UZAj_sUwUXOPabj{p2RCKp7j?9|;G!M5sc$Ze@S-PZd58;)@K+!s) z!?4-MIZb?vy_t2LQ`6r4c;D(@C(V3gqvt${Fdr@3pT9CbWvpARx!AVsUA=GiU0GR~ znG4wG6$PEzkc}U~o#_1l+{nuUB2?^CFkm7(JkJ^mk7B<_BYJ zOV!VnQQFLT%0E@3^;~&=uIqsZ&wu-M`4Ml?x7`vpyK`)3ub-x_;j+k8X9{5>ZO~Wr zRrM6Fc*PuzP&HO@l&N12NtkM*eckNK{r-ikv5d)&3`ochpOo9029JwG$! z8k;54*@?MuW!~D$_8*67`&=imw)>Cwy_facjJPJs0q+n(pjIn1xLnV{`qK9gp?TR>XR@5S@tRwHgZw+My*aXs$K zuzFUV9*6UdfptBfKi02rwb?SP6deIX+iv?AXb$U}SnKsVg305WGh||_Ypvd@t!1;Q z1#ISA?6p?UD-aH}=E^He9&Bh;?$-C8?DM?YcJJJU1c!LGskUj~Ev5NB)=N{>5-SubyR!TQjc5`Ifh1d)xTz z)m{VPax_l#f5`sr!f!E_F)(jlUt_-I{&}A`K=aod+D zhLv_K({}8D&zej{V9++e8Zr7fj@7sId0s2S%fV&~vvmn%c(*N;+bO?{zf@f+jV4W= zU0rR7`G+d4tNdLeZD-tBr2u_*Q`cH^RzF9=Dx4ceG`!S{jMVBXg7tmWe&^fjXRinI zvfjtzFURd$yJpz)%f9c}aN4>2xpHqaQ^RBPEh=kX>9NIOJ$|Sfw0+zdr~KjlKFhAv zX>B*RQ1x0RHS8L&4YVMGg!<8IuBrVFtGZ@)QPv5j*m1w~xY_4sM!aQhv&-DR-hKW( z76wP`vBDmkJ%8Er>;3Eh@vlZRvIUYOc5H7~*EzorkJxu+)=aG;9pdSoYj)}7yX|L= zwzo0X0>XqIuy?;^RZbN!+g7d>Iq};J+T2g%!Ko^Mvvwe+nSfv1ZS0J z2e+`XQ1Y|*r=Q%-wPSH`r#FwCu9P4`lS*ugg(n zkZxvhYTki6XeOA1zGaV7{29-_I)ZI{T$f>up}fxd=#GlmxA7+2vti+(Xw4TyHTwuI{-exSnzGr_#w=j>w%WYflYYk4VGk^AR?JZh|V2 zBB(ikdH=t5T+duG+zp$ltr2DZdVYa2-$>#4Tx&jMCd=gYdLRa?`%>H9w=KRmp9P*; zQ~kMp?C)#)_-j*W1FEZSBhaFsyL|I9)?#-bWp5Qx>QlXv!EN&+#@6e#9~}|s5rNwl zD=oFUL&A17OfD-!x0=4p=uyWyS1--0%YEBpZ$%;X@q;T&cjgyjOP#6ju!8RZh(-~W zUES(h)h=$~Bj^wtwX_P|YDaflOVzD4SJm)ve*XJ-|CzVqS;{8T zMhJbaxz72t3*)fc?qjPe2x5b{e=yTn#u%-+*2;?*B!2myFu(Kq{?mSI!~=z&k@kTf zzicCVUZzyd)Qrv7dG58@W(%1p-oDuFYgOPZzef2F?2oN`d)f_qqrS~Qe&w$hl{dp} zTWi+G^H%(M+y9SW{+Z{)oRCIQH%NU%!m^ z82|R$_pOe9(tVxZ^M3r}hy6bszwh|Asjc@e*RVLcKK}S|?0I~-t?~Bl>F4+7n9r|J z{^eHOR#oSVdg^MMYi>ElzMkofJx1k(QmXZJke&+OZ)dk%^KWVV{rlsu(JNUsK;sZ2 z%UeF*JKQ;oQUi~g%doxOw2iIHKR)BkO&f5O-EF*M;WPi9@!Z~iiv3vmxvsGMHR3-> zJMV`}+gWWxK^Mj)Q%w9-*fZ)Sd0GeuXuDg1+eXEuOrmpZU0A<+j(l-R#$uee83$ zPtB84q|s($-EV(={&+-eb=$w`#K66)zkS%(FIb4$cH08VdZaFJ-E+H4d9#ar%!=N= zjxVFfc|K5&80BBzpWFUf=jhM7UtiY0{M+-7C)Y8?p0pLT(PLl!$LI|YzS&KxM}OFR zR-~?7S#;>g_ z>s&qB-qvQ9Jr{p``LUq;e*asKde-lLd>!_Gd;Ium!~e_YKM$+e|G&M~di*ne+unbF z0e#xJ?~9RK(qzTdiARRD@8=b{Sg z$KUqDz}dLWtcz;jw>QmC_d$%+wequhT3qJ({`NnA)f~@%SbdLM$c}uFGoJfqAgXJn zBnxk6b{o>}KO-XYy6JJy&Sl@8;?M7cRoAy(k6Uab?%fBm{pMe-KcXLR+j#uAKAyiH zKP~Nj|HQR@1%CCjAGgQzuh?eo|LOZX|8jETP~_74KSuxMzW}#w1~Ukto|n&h z-;U6a=gb}$$3ExmQyZ|66<@g&`P_X)d|CFl2iJrD&VJ(k-E`=C3Rb@y6|IlQzkFPC z@Y=^2yv&ua%DeXK+{PExQEBcjO!C?f`0u}Q?0)}A+n4M<9}lfFTrs|!BfIBqUS_y9 zL-+WsPHk_ubpKda1GoKP_4#qy`|wiDl_A|Wq4=2F(#PI!Zk02tM{+E+%tw%G^I<+$wAI```@BmZML=Kk-OzdJ6=k6}4HX4q}J z5Ps!a>)g2RW9u(-Nvq##9y&>$`_I?*r9c1ij@)~~Z@qtgs$HL7_WAhsws!xegVetr zbLjd@W)FR@>xj2H!+O8nZnGXg&Tkz37#J|?>hnY)Y?yBa`Ij91PyGC{zW<>A{{Cgq zf1dev^&k8D{o~_fe*gS6?qiG}%yo!;>Tb9{#mtPuwgK-gfQI3k8N%>k6z|13*_$C zZ9lhfOKk~+9YmLNaiRgKZ{(9KE@&A3TYIE~ZO=plk&&l|>#csLj z8dM07S8RTK+qWIPUElZlI0AmhclK}BufP8G55)J|&#+ru=lk=I_xf-l)_pqaKJqr& zh%C$A#1Es>4)A`Jua(Zn7eBvjKYxtt^N-Nl9V@Z===h1_?X3UR$Gx&T|cdjiEZ-%X&AAbGo=GO(<{!`eOvD(h(Y<o)GyYtC=5hy6M7d%IsBZ8^Qyz#3!4zU&aj`y%aqUghKI{5QMKcO3S3EBl9U zAtD=et5&Mr{W=VvlaCfg?{78!G^dX`iyz#3&bO|=S=<)>)wbV5K2x^cEcPm)wYwQn z^N($RFW;}(UFXf_-~$U6{%U5f)=YNqZVsyZ$Gf$2wc2F{nDquRomw{Nona=dnJIo+2I==W*}j9!_9bCBCm`m*W_l z1!%~V<516)83vWAIPPz8b)%$)qU54(#HatAB zPbq691VMCQGjn=kwO*s)*@j|jG*mgwxAxJr?lw1P!LxJkfMX*ht+tES;St-Qr^5cK#J?RLZ(ElWkV; z)0Srwpi8czFRtV%Cw%j&CDx}1%W)%etH+v;q^O~3JmiStd`qO$joQ9JAh->4x zrAKbv&nK|HzHz}Se*qF7oFK_UR_M5Tf}z1n^1zI z(3Qq%wrH@p)uv7*xnY=-SnIs5$MJSYInm7y_cy=eS~{->YPxN2Z(|$Rw-57c+hg&1 z8)Rc%x>(hnj^SH`XMTuVYxE1X(l-!jCw>@R?$pan*mOpq-Xn5Fwp@?H*5If*uBo}U zR|vIYt+^)5@O8gsz-y__&Y4|>T&8drh-wMl4OVEiF39K%ExqJ}-4wRrjB#oa4UVC` z%KNNgGos(#-=5DMvY=eRb@}+b$NRoW{>EBfdk+Di5NertJl zCRaJ!;9yq+aCa!Xn{>2{++u9xi+|w@oPD{a2QsIs8tbKbF%z2>5&k@X$!dFb(wgC< z0a1^d)g_eFFUWp`b3aCZ8;^gMXWZ5NKf(W)@xNmI%WmItnzDd;FaEzT*cwtiK%mN=E5B^vAyaIL=>$Q8MUfbVDQHgTMZ$ACzb`Gro-CXi2;# zZO}jsGgGIS)lZsI`BG&U1R8CF%O}iY@Fw(HkR8=y=OI6{T3u3`nT**zb1}YqH}p1Z z*8H4E`C-Ra6|-_Z#j>04##^wH zHrwP~Y6#v=Zq`J)w;4gWgAkh#9Nn4iwyVYEvfX=kZ^Ezc%@1U^t;JR9Rk^(6+Va<2 zyE8URaGvv{);Z=p?bfses-(GCJ<2v%4PPu;#cdlAwbq>1dDWM%qhM*tJ|Q!Ql07r= zlo7~PrK-sw+-*GHGA)&9x!6pdB5FWt2Wk4VSz}Ij&)Q|0S%H1qtWecjHQbzAXW4ju z8L{|oYx-)di8TeM4c}Zol52KDVyBSN`vZjK<*ryZ<*o?V2{mqSy-j=yh;tD87<72jOujazQ6{%EVGdg ziVouB5YS?_f&dF#jVk>{4D(z253{iNX^-*C*Ey<%3$GkR7db>UZ1VSspX6V;U5vTr z9~buJ`*!{2R^&5KXolQy@cLHc3Uk|3h1Tj?B)4s7P9UO;W&ud)#xch8y2Q=lcx`7< zh=I|OoTyGx-c#8!^DQDSz3RvAKIH#RLC@Z3GL(yIwy9LtbzQN2UBIjif+mxZlv-!# z@I3~g)H!t}OOSX}AE<0Cq1C&4(B`@lbzu(QgEk&HjaTz9?>SEyV{D}+7Ob+ap4OXM zvn##B#v43RlWuEXpX+(893U}VBUpXMqAhI+E^%Xz!(6^WvSEx?xYJDF23zV}dG*Q{ zIn77_P>Fc`uzG;*y;CtJE+jjZsty}|s9{=pm2GdLQd3NiCcA28ab1h_`{n|!DuS{N z7DzKUA8|zNME16fE$?k-zX?M;q#K$9q5j=yFbrM}1&|F5j4khrdho2R3G=J9@Nl*t zY3*wb^LP3e!pUrWzOVNmc|AwiTZAL#+!wyMWu;(MW|ZYJL7e7Kx*5ID4XRaq$>xlS zKm;iiU~LX^QlIZe@p|Vv{Nf+@a5iM#_g1R9zRn?cgOv>u)5(EQ@WleRX7G~ix zvm9sjh5Q%r>3E1aqB$n?J^859o8~qosI+7!7Z7`z^kZjTS{r>ib=L23oRs-&d3(nRERTWZ$oxqANs;u}(B)f00hwxbmvl8~_T`9sTw+b7Jk6S3%Ffno-1}-y z^o|~XN`zKae}30`lAwnHYju^i0*L<3HE4vG5 zbyFqbrZ;g9+#SXeP3gmrTh-^E--~KQIF!p&kW&^u8etYeb2O_f)=6JdhTs|~Q1@!i z!QBVl2!Y;ftwc7>H#o&5nFyG}oDkOAtcfT;Etstv(jU}IxvLa*{OQ9wP=?3zj`0`1*)KYmjFqgIj)0ngcZj2(HE za^v3S03yArr69&OKbzrZLNB9YV-XJu_B*1uH^6K+C%qN$FsM+JD%&YKUu~Uej9zWMN;Q#en`ys&DU~Jrd&lMfa(Tu@K@&)AB|_BY@jg~f#-{v0~ZZs8H{5wDWlk;V8H6`oRIDJ zU3HwTK27r?*Tx*%*4M89WRk5!ls`LC{^WUY(Ow-azo5jBA`ec}v|7e+6oIU+LPuGa zqYN>&t&LhU*XsM<6o08+%1`vS0WbFI3wzPtINsVYwepp`x2&9OlMW&9;z(gx{jl9D zFZE;$f|ckdJuH`g5Vl)Wb6z#IJ3$C$R+X7)?e`qdS~6}YusCmf zg>!vgWGajD*ey&(3ywXm{vR?Qw$2S#IL3x{wdGTZKk*)IRpvCAMsWV!A3tMX`}<+> zKS=-n@c&ZvH@cqZ;*~Z6!;ur!EF8S5pB9iU@N4V6%HzSEd=5iEJI8|In;%YXakl zan$D2SK>F$0KgW`@;^9)AzxdmB(P;vsLU>UFR7I;QTmJa<3g!a8meYGE6g{Jy=m8) zjzLOXt%+u{+sWW|b+3!wBaDhFMUC6S!#B|+y)vV=`k;2=7WW%?)&hYGXSI@kMH zm1}(>=kS|{_p&K$bygGX>XoI-&3zvc^9$-spUYH|(`-i4W&>jAQS&`9W!V%+csBMjNfos(Xo`;?EY}Lep)>wxMy+wriOZ zJdL0h1=9i$$1!KFR&2qqckHfYt~1U>AErUs%&WEBuse8N?zOVad)yA=rt`_E9-Hs@ z(^O+N%epMa)|sX@v(l8{?hKMxJj52SvQ!i$)3Z^-o^JO-D1N}Ns(T3c{o`CEr21;r z3;6Hp3x=%$G!Krd_)OE(Pqn>${ru02id{feb#NFBnaL+D_Sh#^^%Ba>hVSKF1y+XR z^)q#YtYKFpmY^=yphGcw7_W;>HI4CNg;5$rP=y9;m|JmWN)vH86U56UE1jgI%C)wE zsyye~jFJP$?C!Gs;%l>^=DO-SYn1~LHtt@3F(kNpP3o%+^X-qitgEWlxb5=sF&~>( zc>C0Io#2Sup4UQO7;Dw1t#_Ha&x8tJ%D!q-#dG-Ed_K=Ui;}rv-(CecJX{?Lbx3S2 zayql+FA_4r7G7;4*T_ES+3X7UFl($@DHSx;A%!diO@rD>7-@RZ<~QHAV7bj_J*U4f z44IdNR;eL*wZ(oL;w`Y|S(##__Sx`f_Gn^tSFY?@U2L;HE|sLM6fHo@a6#vf?fn;S z+feRmVSIAfsN4Jc@`!xw*A?^?+a(pRVL(@1k=mtgj6+M=zo+U~_V1c`-~7w_`s33c zpIePV1s&*_VlAE>IK{@+Z9`6~R;NgK0A7O4ityo5?JVNEHgpf`RO>W zZn9jBYMPTlhWfNRHp;r!nzf7+gDT^m%v7fmeUi~UFTbMF0h{P<+l{-YajDAgkd$R) zyh>Y|9s@e6%uTkn*eS+v-fwpMRIbh^Gq?1%gmG?b^jk0t9<_R&T!k^@Mz`*)DwMk! z8faB@&oXDzvfHbxx~OVhv_v+$$s~#bR`+vzA#9;7DAM)1J$D{&ribxFVN44hXh1P6 z?fm6Nr zu~OG-fNAa?24_<%QN7KJ@kvdu&H4>`tG33q#$XJ-))L}kr!yktI~;AOezolw<_2ti ze6Bw(TiA@lOy)hj-^>l{?yD+?*??K2=G6Aru4p7Wr3Q6B4s}- z;RZn#kS2yCfiZcjX0F^}!((#ehqcA^Ji*3VEBhS_>Bfi^woH}HI=LNvBo%r!3`SSr z@^Y|5&96hu^Oy**qc(=am=sKnzOu*KxVD)T-*$jU*a%_6p|>~l!Qjn`?O~8oqB&aD z!Y0qROVPUd6}BO6hD58JUY)pYP*1mRPp-wWNd)*AM z8r(VNs@$)UtWE6|Ai;UUcU6qY7prS7DT!XV(I!=W7h4(to;;<uAyl7(FCP#LLhz8?fU7U5f$HdUIC*c(63M-)T$?IM z=>{TN+iC3Aip29t8~jkV``N|yVEO%KNf1TR)&(mTl-Dej+Z>0~0Ma0WFrPw3>U*(G zEMWDsw9?L~nneQl87_9ti_x*%La^a8+mjp&?EDw~G}5T|yDA1N>cg`xxP3ehP^>%~ z4RaIR7dgk<~+1F_U#LS+bbpVdp9SC-luc{f@AAZ_O7 zMT82)>(x*8E!j5BKGr&Y+D|)=wc_1Z-EU*w8hSgJPa9GgDPa$qFi~R_*guZxwRE_Z zw&MgdYYuCN8_uM!w!$vpu3v4BHeK%@ch(4E^1pE1p+D83jnVBWM`FFD?a9nqqW%>R zEwDXf&S;;IMu%fcEX>>yGSy;gWca4 zEAJBUxtYvd>dwb-Ybdwr5VOdhJszj#?uCQHPJ#f_69-UiX?j=b@qR@67vW-)ToXI4 zTjxaF01u=p(G^{5;Jy$4yP&2J1vWBiqgl-6kKsKWx|^#r+R|63IK68n(lbv^)TZ}t zdKyIZmN-Rdl|g(>n!mc33v*fZDb`bm<--g}uu}1Q8~!>Z{y}3b8fiLu)7_uKEJbEM zFIfETbARxTG0Wp1AlGP>4grLr!&T3ehsI*b&-<(wErXO11ATWiv$uI29JAjK@018^ z;Ege=o3W*wL=kxSrBH9KOxTU=gAAiK!~Nro%Y5!k>dzhoJ+keH*QBNz4`O0)25HVrv>}~svi((Qk z^0e}-EJA#YXCnBZdaclvM_iNbnprz{4IL8B=9S=4IKQH;)=rYC@)camuxfG(P%YYU z_Ck1bkZaH1fcb-&_yByt9F+Kb$EyKn_4?oH3gZ9U^=cLdx$LMNr+}_{jkI=cN z{L?6>wvIPV$1}(ZZfMpiplBQ0R+0J+O<`iLN4&>C@LSy#mp7xox`4rl;Ahh9(M$$N zVjQ=x-Id-1cly4k`pknTvv(rufFER z6rib=gVmM~0nX@P=-OevP!28eAFGm^Sg*LQ2B;?`YJcXtVX!M-wlW~f=uUCA)sIzc zSmJTL?LmbQuV%Y{(+>U8BfG?vZ$;#2W1!m!>!6Y8zmjd_2g(N*SJcXj#R$0FPSqU; z+cF$N4Y!#P>()MGR1FD(-AWh?_FJhuaD8f$$HKofXc>>j-uuXSsH9kRsDY;Qn^;9o z8_plTf;<&#o9V$euBU5VV?xT@i}!O9BzMpSZyCB|PzzNof5Vj3=qr0RI*R&_FWXoX z#=ob2f9?4AC#w{*Q0$Uv!-*nkE{>{lX8V)48LT;H7F+LpSHU<#QXjV_!2MHR(aSo$ zxa+pgM5wC6$W{0=RT~_>Wn~9y`?GuM#exRy0b2l=n3hwbI%|mpC9&UD)-DhNsgjz2 zD2V!p=c4B3*^(H23zy@8{#{`>^&#gN%#>))NoU5@APw)HCAtLI`bA;*C1Eq(T5}-_ zUK^FvY<;ta!2^oAD3+}m4D*Ar#^2$mbFFhiL%j)N;D%jxdigvq>$9ol!)f+5OeqnZ za^1|;i>L3xEmfPnXidg%Zn4@$j^Esse=)KrP&&sJ_ZP1`{@DL1y8d%~)epo$SuK?t z-`_nh^B#wtiFG1Y*y9TEch9?Od3v+oFO4!(b|hZo5mx#d6M24*6zgS}0ITS7gMOfK z8OgSv*ilhgX0>+kHL(s^+A*(CV^J4y6pj@92b#99kAthj1ijRdFl0Y8=YWnIIm?t4 zs9Io10^9CP))&=*g3jRwHA7U{HQbEl;NVu!Nej)mRk=B#7H!+_c6!PnsPs{o8DRD< z1gd)9!u~+z3STvfU zQuHYY&i=e=t+5jSxWYJX%GGFIZ`t}yfkrL@hu%^zpTq=fK<6a7;L==nAd-1jv*aQq z`d}|@{B4b?Y4JELDs)bMV?i#=@cxLvpFG^MNTXcqHgQrSgOa=hi}goi7J7=TrMn%z zRCPKZr7@G@YM?Y;LkveP1MXM7^=k8#^s`?SW;!7x{M~B}e74Q%I9T6nZuNic^Ein9 zXuPh%e}lBPwoU5X3F!V%ckR&#bPyUoGkmGu(T`pcZ}B5tLlVt>FW8C zmdMJs)aBqz8u2v&mu7!)YC{pSIJWuuz-%pndpB*nDTB4+Z~T&xb!X_BW#+;ODZI zu{Yt91juQc2FyAMXW}&gW@8kG)klbJJJ%`8{hN zPiOWCEuhvP`evOYLZjV>b^`O?7@K0Ry8>B3%u`$eGETIgbr}2|{bpr^;_Tf;X&DWf z{TahvPLfXQ4%)O!COhWu<*I+cej?mBvuXr2QOf~LM=;GbwX*vLL|Q7>NTfo#I<(7o z>vkM~Tiu)7{?5+_8T3k=7D9Q8`!fd`j4OeP+VkP{=<)T(5I=?t&3N|oUQdIc=`-^$ zdpkk7m4~3OBUVqr?h7 zB4KL08BU`W>kVetfWBPl%ciG4{@E#e*!FL%+AQca#&3)`O)tWNNF}h1S!yv@QRSl; z`H$QZ>g@}t`V!{WiV7TbjLF>Xw2U9L;3^F*yOmlipk(5)t@UlojS3N~n+`{3lnorx&H1`VQmsIFOmTw`WPI8)ZF$CD2mF zC!3FMrd7i!MP~HniPILTH8qB&Vv>O<>9oGmg-9>( zx^w4W-Y<_S?CNiLW3=xCYHLJ+D+SOK;|#USgLOO?pN(6?m~UsJzX&$Vam#4qo8UWV z4(Xm$B`i-VY&E|i2;*P-9u(EmW@st8Bn}Yn!f7$;{9-8jVS&0J&!(HWE`UyQYuLRQ zHBH#H;kd@sU(Oy|Qlr@i`>=PivaYVBWI?<>-2KcdL#K9P;)?!k+cK@ZprB^0cvPa- zb9U=rTxj@{yBp*q?naJFZj2rz`(shj#POlMN(qEH=)1vSq9xo)oT;wqsmXRez3AQl zJ-#jy=#Z~k`JFN#{%1r$OI!8kJI~e3Wyr{*N!sE5I#oa5Mk9-s>*yi?#5N=x_Qj5n zyok=dF&YeGUKQVEkX2J}L&z`F=L%kb3)IpbryH^yRvtwyBzC5CS)+v&3*DY%{Fo~N$cty9!?Su}hUC38TSQcSm@pSA-?J}~i zO?>+MUHr#$=&6r>SY;g{h<|K^FP<}@tZob)r0LLHpj6%H&-eh?&aNqZYFY8Pjho$E zQ7kXJTh$C2+F0LUf&)%>8*G~FN3q5`g&?BKuZ z%92UyrOzMbbUqxtZr2XkZeN0=2mR~87$1Qa;b7j7+ zt81{}lf+`Qd+Xg?>yaeYGu-`6-kOY?b67dXNWHaY?pE}rXAFJSFGbU$42*<96Trh< zm8%G|Nu9cM&nw*)W6P|Wu(lyM=}sXMl*W_}3s14SY*}mPI4I<1XMu2{(V)$wg%7Vo zCvwN~Lz69#^(S$s-U0;g<@djTY8-EWqvoIv8+{LW@5JHz1hUVvU94izx5{kR2apK( z1p?KRQQ%ZI7_l3jJ{bqD>ThIxv$wmbO-0r`#z!-;YMqfMId_0+pJyV3B;u<}P5uPh zx5Jvzop%eNqL;oD=w)b7!FMXQ*nD<_9*0F|e5@*)`au;+^R~EYtSd!o_CBh9 z^x<>z@m<_XXt5)^D@Puue>c}-@OdKM;Nhq3lbJV5_|Lejs4~k!mxhDv;@@A}y#<~P>!6956@^9wbJ5etIp z?U?XNl~M<|3SREJok`K%N9C!3r#U!{soR1e`5Zeb%lD$<*!Adq4*1!mz;gPfHw4b4 z7=OBKs-)tc8c4OCTWoMU;7NuweJgS%OobzZ$!9H9w(^`lM2}63oSaiSunVkTAsMTSsm^ypv~kUXgTLg7q~kj%XLHazwbA1Pb04aS5soqN;34 zTC6o|_@3eIl?Ty)K0uP{d_ynpQnBf|c&sfaGyyejqLhAMvi5IDw&e4MQ+2(9=STAM zk_v)42QYN;RLChS7(fCETefxbVG|+BycrD7kI>t}$U*d;giz*y6>H7zZ>@#kcajvC z^Z{iRNC?57~MIqpIRSqfkh9tcU@^!YxW?Zf|8PVo7Go zZNy+m_PC1%HTyFZ#HdTjm4%F`Mg^^;T0T-g^WN79UgyOqrM1 zq()ZhlW7%_;M zmoN{vMC@L-qn$UhjYg@Mq}(qOw*}%MG-7DE+N0!wQHc8=wn6^0%Ld<9?*J}2pKkrU|i*!oJ-NgRHA+8jcE+ z9x8U41p@LkrI&yQ316s~QgzetlW1l$MvV{X4(wnrd+;Y?c|l#oCu;#)h9&7pkC-?$je@iOV}PBGhr6b{3__;5wM?W zjF8gVIWZU;@2!`@l^M%)ZQQ)8p}g`n1g{U;)5%3c4i81!sqle4y!NY(UT4k8)&BPm zb{UDmBqx+=9ci_4eSrbX)l0yEl>Ne^IO&fyMoU(XVvIjC8|J=?^DW$z^+FJ-$B;H2 z`>i=G9Fe{qj<_PyxW~_KKZxQfvOZ~$aNbjOn5s^Rr8Q5G*mRzy#6;OBV&420wv5$anRI5`xgK= z6pxTlDsQj+PB4WLGf!?a{*22DL18sesV>|!G6Rv`nF1MP2~_k*XunaN z%tnr&rImoNEjwqsF}08;oJw7Ny#3b5K7E4Y&7yDQ65pu-?4u;A}PZLGI2hM@X?T1_dH?y z=_G@bdR#XfdlgBe5JURhLAflU$ixm1~UC9|B#@iVf5@(8Z^?b>DJ z7>DG6l>J2NpPWNh*)K-VAM#{l^v4>8Il)eaOv#j@(4oZ{!%5Z$MC?EuaFWcDsw+la zyD+J%)Qlbiyzv(W4H3jJ9B`Es3J1#+<8aO~ zg@+V`UH55AG9Ypc(BtGx8+s8*0nBtHic8qGTZivwF6%P&jWoD+B_A(Ixms@r8+3=l zF=lDL_TTgIUvR8LIRZn_M=2|thk8iu@5570@ho11@^!k` zo6u~MXt3p!bW9}@mA2EO6uQxYB$N&&+!AGcg;)wX{80y4T?kKzh5n8TycRhkL@J^` zh*Aq7_n{~ZRYRafM)5{f?tMSb>0?gm>&LcM*c8LkiO^aMg(Sv`a8Sx4P?9Jy@F_0} z6z?oKAo5$UNJ4lL#EKSO>S$PHuCT2|Q9A0HZc(Xm8QC}}LpT|Uk)uXNZ&Qj7gmN&j z5>FtMiKr{GK!+P%)k2&3f*Y!UYvfyl+V_6PY8KlhXs4Z}X zpxdblJSDp)hWkp}!hsr8s50jeI{Vt$m0IqY)ZV0H$&v6jG4KGpnJqz_&6JIJZ_g3CHwbc8_ieb$j zRcA2t4~F5M!yXl9yJu?hafpkSh%9fwLJ`p-XH6T(v}>dsMW@$^rkkHwN2Ukx zTIhb0f0wx)luKM{YHc!;(AMMua(z=YFHiQ`>)LmknyRSSkGlOl8OQ|q>v~+h4%wMgpX~kZLSEXf~A;Ja->Rp2R%osGN(EbHQElRI2keNjw9VK zAT#|*G$;>g0rxl=I}bxu)dWxGtq+1A0EVV2G-Wvel0qwyC?PsU9|cMD>UaJ-Lcg$( zVDhR<<|d3k=;M=n?m`trGnn1%tbEhX@ygCex4ygfrV`fBuLCppT5^d4x?hWxXu^j!dTU(fn<+lMbIELGDRSh-7gtIqY#TMDywAP%v|4= zg#=rui$rZiJv|p?Mgn3Ikum1S+z?&4e>iW85_c)1MUf;!2oE1RUZUPd!p>Z5Wgz=7 zn_4y{D5@i;(j3J*UXwgSpMsPY%&rz{W3sI!mGXorCHb`CocNJApHR=LK_&9LpRctV zZ+{j6?K9D0M74{xR|7VEzOA>Y)iU;zp?6AV=JFnE3Z=6o9j|jm;QRr(yQw%K&5Wo3 zE__p+2Z$2cSd6w!#)7h(m${Mc-;sB2L_)v zg+yl-^+c#vRDX{d*+TDlF(K@EsHR3}@lzefAe)&~xu}tJuc>fwthWStIe);S4$Nti zP&dLr(gp)+nwQmPl$-lWZL?{2)V#jGU?hjW~r7VG7s+ zX$1+LKNTL=M4?naO0Gc(IVB``E;*J5+Fq0-gm7VXqq0O*_cAcTC#wZes+2UXU_ee) zszR2W!~iH!MfM^KsT4aQZ!1<+K@!-NA!pD@BOeqwrPQ~@?*Ch+DsN6_NoR>ie6Ta; z>#5Ex;-cyUNW`w7{AUV4e;O7W1W}9RG*iN-!YnM{q(ETc=q29f3ybl>q0SY202k4A zV&8q@aWy|SuQyFl)S7bvclIklM_atQAX*e6uuI;L@+h&3assny4o=m-u*>ZM*%y9z zXK%P`{~@)`@Q%wU5^ z)C}-BaIib_6HVAoYNnnKpX6g#9m*Qb4LXtHvf6am7?m~HDk^)viYJZKfiPJm$u=8d z)~Z9vvehD6Y8UWx8)-aNVQ?8GwGRrG+e9f3V%r{e8_zE#tqgbDB4O=gw{v7JiZ)Xm zD-g`F?T`-S47^l8RL#Om{dcI%UQ;t}^ zP@v`Y(W}H|Ag>DkrA&BTw7RTGQPDtb&Upsope(<7GCHXPZ^*KMJ_qiRgCM13N@^Q@ zuv|Re93A&RdTjwAip9?``do}XsF-;|Gsott{peyL6a1)8D!t8Z#E~PqQE6mUJ1=2B zSc^aG8s#O&;77I;pR^jioztr-q9t+p3kkXQX7wtQEXYV5-~sB%$G5FE$nvv1lE1B? zDJMV22g0RftmFcJBdl3cK*{k;Ed-*u7LAt0vTvw0A~j)U$Qf4)dzxV_hcQ`W(=!c2 z9~MB#%8Br%^iv_RYwZfv!}DGR@&$)PKPW5g%xv({vNsloy7o?lh8E)jgK}0FBgA;Z z`35;9v-;*{IS%#)a(w2E>6@|d+`zMYcoL#avubQ6h+U}u>wRM7JOB{+I`I`(I{z7w zEP$Mk7z0clmxGjANEz%TJe-u=uq#J~FrOlDAlH>$ZLn-^F%9?)j zsbO24i48?mdHW}>k~?}xs9w>&t&mq}c1lVT=%-XW#`7w-Y(X(i9C?+7LrnXZ0BUtD>~VrK~(C*;XSBB@Or9U1%z>IK>%w~#ONt*W*mGl1LeZK*iqgW7YU zVF-ZQeK%!+MhDl3L;7kM9L{PI_gb;~`a&c^!;Xy$D{(RM5>}F(hKAlyOvJvi?ct@( zXDJ1sq+n~jS{LHEiA8Kzxz4dst99?-*!Lv27s(8RioEkFkFi2MJ;I+?E_00DE{-A; zQ-`ATbdp%5F;iKQKSKQwT(I%tKaJSBVw}>6DrTzu`?74DtHXJLBcr2|U*xxoUk>aZ zUh;wXn`(_w%5Sf{MU71yeU$nIe~JAHvJ#?>{xd#FqcBDu0)#5Y$@FJLu9LHloa+^k z*A0cH@DppC1EP_}yQPY-5dwA)5(7~OM_{4hIDb}zQB#JmDJ~&D`VD$n^sq9Ba&Gja znqXHayTp!UMtqW`$wj}G@SAuVHO0vH#v1!$l3avOCOMk}JDciIQQM~^#H_B&%-23b zG8kqY%G14^7Lr!PzChNx>_Z~KVk1|sRQI=DI(Z122tolRj^x60vF6eHXcpDwRTR-t z6H^uN`bev&!pg~m$WcJqA4lKv#vD8*8R`bfN~&^c8qX1@iBtsxa$vF_3)v{rVWONo ziFd(S7Ts~YK(%HYn9f!Sv-cZ$7aHs|)nC7Ku##{}MZm<-(ceI9)Ue;qJxlxjv9;1j zHwSE}uH3bzBM4`yiU*w8QR3RZG$Wme^54x^WY7~W<)yv%-ywQ0t_6PTfMQ45yKYLI_EdOnfMFP|n_jp1WEY#di{gb(yU86CR4{8^&Ei6i;81_KGI4IuPgB#APnR~Ac6oCoOMV7p zh=L}0sY27Tc$w_l5DowiY7V z4wB27lKo(QRy~ebM?B77>oC^87s8b`put`H^fw6?y4VOuwe45B+{j-rQe>mj0sT2& z8to7wfQpN9eZ}eC3I$AWos1Kf+LpHK>U-h)a<?sk> zfuYA}c$WdsU3f!{I+6omTC3OSo=<+^RrYJtHkoX2_FM}OIg zzPpi{WDfbavO39y(S*C0z)d5~=FW z@@jd|mOjU92|4UkvsoET7AO3fC3Momgx$)0i5xmvnXog+l9JlIIJDrb*zIx~G^`i^ zsxGC}H%e$Pa}bV%d3p88_PB2Tv5-d@a|Cu_A&EoEEN{qMVww(*2{sjg3QXUZ6ErG8 zV?-FjCIXB^!|RJ~_}wEwS~ceyrKO10Zk`$2UB#NCArs1*>xWQ6kXC!knu<##`gPyZ ztL%}IL-)h#F*)}1S3_de%g^({l_|sTEib7k_6qvS()!UC44QE3Pzjkt z{l>@TKbN`$rp(ZUO=);j)$w!HHlR(JVG3n_G|oAj%c$ZB(zEmWqYcd519bM%Uy*!J zqa&$rvQ7zFN3Dx>Wx{w-YIS2}NyLzHYIsHSoIbrr=5UgEuZPwD#pxp4i2W`LQNXY< zF3z@{Twe+MM#5Z}J@N@6qy8J?Ay)=V?2<={h9a>sgrc0>W6xW`A(h#C5=_EoWZy?y2spkcBx}-`u0E&5>hH}8P ze%(9U*CtCB5Nx0cK&s43pJ!E*O{}L@CH}&^DbMKphBy@a2ip~P7(g5r@4m7WeUI2a zu`N8%%b;10|AG);F_|jfEDQHivi|#lPqzx^qV!;B|};PTQ|mvlv_1#6z?**h7h(dq7tIy_)}*cazw(v0+!ic zOCa}6uXcJHvCWgpX?m$-6Yy^zUHeJbizQ_lL*6A|$@}}CgRD)nRfIxp{?KyegNIjd z`bHN+2lo)f(~g%L7os!b;TDAorjR%2*sdq9c;fbF?17nKebdE~sM+t$!a7|bY8L9@ zTi+#cnyx{`#n7n+t1Nb4)B_iJmLf^J^Av+I+6ui({3hR@N-L z|2q@2tQVI1v;tC>q*27AQn`iy#P#I$dX4=2S1p|p;o;7!IwhmM>s}A$Ii?oaR#Wuy zmcgzwgU+*1$27u})EISVXH;q3679R$2kdN=k)@`HdtHz3H0c~b<|~Tk$qx3nZ+o5q zN6#mV!2C^x8o)2%fJafXcY$+hgN%@LUx~e*YeU%0+V+jwqjCE(q%ULC7p(uD3Vgju zBPJ1-CaXjBVN^M|{5Db!ov|xT2%34BGV~0EzqcVeViGTHNRA!K)93Y`jUxuc>j<%o z6vg`+<%zrQY%CERyU$JCa5R3;^hY;0+;96!ksrL;h4ARl>z7XU=lRx+WJx7Bd65=1 z?+=Sj*oiLZFU9wf_Sf&Yy$@gEzV^_VG^{rsKbx)<+4X*hP_?!a{%Q)r8l+j!lLskQ zzKL>nztZ3-_G&yGwcVfhGCyZv;tL3hrg#G))RU>Z*t!E7P%26fQfI8ugyOwe+_^?a z$M5>SG6|b}J346g(y{CgEj;e(Uo+2@JXDpJ%{%WbEg26<@9udV@~}%eU+LFd`-NdB z^Ld0|UH3=aSHUsW_NvAyQ_Wb3<;K~jx10Jc+fF522Y>k>>}c-^lISAt8G>y8L5>P9 zf8_up%T9^$`fg^;MY8+)Uz@uE)XMhz12p06tAVEp9GFV0Z`^yWk+o4ZV*iZrJhEw(mgoTBUmNM@At;1M{ z7U&NsSuX;Z%+xFNE54o%J&5_1=Ra#@C8ST`^-2<4wW^bh&lNq#y!l`8r|*nYjf5O* zSx|embZL&H0eg8bSh)+wUzl36aeN(EN3)9ruFsO@OIgPA_N|DZuv!lQ&MY! z`)=*&DgJ=&JyPh>d}~&OyB;yOU(-JP=&w@sJFR8c$Lg!v1k@HDxb@XL(>*8ubvofM zYlM#LH@jN!%HJ(eyg{;xXNizSMF)sFrXdknwKqyZ>QF6wK_1 zBptDFWF5aTd+t_QZZ5BDXX{f)23e!VXl*~+^M>$;vdhcP zL%{3Rz?`9F>v-$PLb*|vT>OgQsHC`CG_fH0TD*teNBn6+rycVMOtr1#$xG$YRiu_2 z%MJKt=;W-2=@~1)v|{z#kN4Yx-t}{f1GQf}F}5UjUMBUS#u_P^9Dj|=sZ#yU&{@wk z>yQ}($M@ZDc3<=;8ko%g(e0k+k69TfEWX3BKv)Ixo%4?!DN1I_+^vR9GE^8?69}(* zjDpj>8bZJ=Yh#Z)bBBkH?<`CHHlEg1Q{WKq2X8O(D?Jrmmyi#yzl~s;8^RFIR<<>V(`oE;|@JPmHjMWsgHnvNJ|XVtrocBapfSqObLT zK9~ajX^vg;W1i2bUz*nn1M4CmGm#gcKh>icuy|v2%b;qOy|SfWzr*&tKmJhucz%C3 zd0R?Y8tHgUU#(wvc(cB;a^7ngp;q$Mh)jwVDOai0GYlcvMStrZyBSCy8f}r3aNm$R z^KBs%3r=gU5NwK=7QXf4=vn}U#IRr%N$wrAk;T}P36pfGC&YMSm|0+I8rggz0|xrN znr4(N1#@7;P0cD8>1x)ps<|~-#Pf};9v&w|xBgKZEHEYWV{y@mIF$rN`TG{0NnP`- zhM2w4@44VUJZE|Q^&o*+eEws&d^tQ&<_@gsmib8+#ESOEJl!b&`2`OOK07Hu@7dP= zcJcAZfVxTj^LNaSmbDLoy*U-$F@j^s^XAWC0#)wxX^jZ)$W6`HCt?w|_-p;3-_G`5 zi!MzSa9z!`IXC3$*5fPJu7EECj*NCmoo;D8q&Uj?o90Z7%y)-(VtSDtMxe*-)h_+2 zs?acggRUe$5r6k~TKuxRM1dyHW;w=7^G~vPw>j6mN43@`H%xF5c65598(y@q+ukZS?hWXLmN*2#s)&LdgAK}<-vBn!Tb_A zsQbp0G^bA%;im$Iy4ZsszyJ07hmp@B3f20?9IvPXCCrD+bvk*zR>a;uafZgFS~X(7 zq=*DI>A9;?X71l8bC8g%9wbN1E{n2Xft!jl95W;Fhr&@lVp5 zrxM!thuC`7w1a?$cS(TYh5=DYYGDlOdK{62n_LW1vU-x7I*C#|#LW|dnieSD%rbX0 zGT2(cI`gr)qSiCrcK3ZGT2)RJjQaqAE?8UzQw2|^OKTF;qkZL<%!9#6;*3TDnwfwi zBat%u{I2tt`y+R6WyRqr-xYOE;{#v7E>2UUNGM}-Gw^Z@s=$R&LCQ;nE??4MY9~0J zX;{xE&%DmaZS@hD!)!TEHs)qNJk2}aNtK2iBq>7ds0y(4KPLtq_1@~I-Pd*8zV2&4 zVNgc=EI=UM+dLdqy!V4ZLy*aSl02hO>@z-ydnADSt+z?xK0lK3PWeC&qf@8H&^$oX z#?Alk&i?o7=Jt6O7(!WGA%)LAfkS(I@!^`L8aZK=6H3U3&fPwC1zDzpodL@8jdZnD zg$K-V4omlisnJo@@f#k}$?(UZ-+n3ol2UqU3TnBdw2dl-3?BXF`%Zc?{^r8mDJ1-x z=D|ZCuh;OyM{)4u1qSAmWWr|e%9YH&dv>XA7U+O9bJe_kQ%ZaDrEc?$-F@`6+6*Di z*z>qga9LRoj~>xBBTL9ALhk?*u;vviX-+?=aO+R;7%R`nZZ(<3yJG+|rl{fRNty7d zgl!4JPfC0UhD#QKLFU;GN+y579433V=6UurJF!wMFBg=RqpxTP>3t%fBnVzqEf?gh z#Pcj^BzGFl@6#X7epO-!CKvXR*pAWntsc0B9cVx!#WaJ{*RFfi4 z7C?|Zm4P9!InT7oQaaiSOGZObwT%bOWt-J$Y)MwD2nI%HH^S9)x=gmMbVpoJt zW9>Y7rkcZRym3>Xpit$#AmgvVvc3cbR2IV;wWU0_wU58&-JY`-i&a@dhwCNbiK6YP zveaR1(>b#FhW8^%a5UAq7Q`_V8I@84?Ff?e`%P!{gzTn?`964ju31_8gba7DzI2&~ zz5aP^vUI@)NsR^S9(X>6hukZW#P72L$(O>ASZww~1t4WbNeh0C9Y}&27j(d@ieSx4 zb-C|ieZnBEOj_}M^W>>mT_X*`G|{B4+I&_ZcP?Za`9e9S8UolZ`2;j01gc3~Dg?2XVTDwPk$b8=gFB$hnN=rt@t(9-?YBIO`T&OmeEH3t0m}2Q zU(!>tv3HL4?<-Ct8B`L{`z|q$PQRC7Y2srSv$^_oAYMkCWC$m}t@|%L9vz)2t8S4_ z^;&pLKcM%uvttFxR2*d0u5VB!^-EZC*%WsYd86!wGTr`3JQ0&9!x-Jr309ZbqkpW; zc%7JfzoGuPauu~T{1$mJvI8_Ob}_Aq%#uZ3hl*uCAXHVApdJD?fB6Yq2YF>;;wmG@ zDyzjeVwy{NqAD8kNZkE3`~7PCO+$5o&E?_w(H|^){P#e0@8g@V!_5W3^K-?=WN0H< zkk;TIH*|!ppU}@;FQ!9wPx^I`u69lOAAiQjPk@39=)>CIDp^m8EmL&|qt!+UZXud}wEjfnbU& zN>X*fsWd}di@q+rDPFer_7(wX`2j0R*0t*WdsEN>1PCml7L z4_%An*abX78oM3uIC$(v3@^R>ll9VfnGzJ7nbla*2hPmdx?9LwAT(h0_F#m9R+27b zx%ninOZDd&yl(#`jQpQXZ!9RnX$&5Az4QF9aFF6lIkOcQ} z);zvJ9~M^fDNvr-RDpzY7vlD=01_%<2LjcGpTsAz3~Z?jKM-v;QJmP@ly9M+ps3v> zwcX53+${LaTrB<#P#kRRUzyoBm^rxB*}3^RfP6qUW;QN9Ha2vqmdF1m!QRo_8sz=| zPw+FqkocEC{@)6+PHtwLUiMDnjxH8_;{UDW=pydu;AUdxChGulgxX3L|NJi&`@dKl zCksnHGe?#0gZzrUljSEqlm zxc^P$Vh-XHwR3|)A^)%aPmlAY^YVYgVkVaVH{9JAHSrI|`7it5ZWR^zBrII4JuJ+n YTpaD8GJXM&{-IE^l1dUaV#dM$3t62E(*OVf literal 0 HcmV?d00001 diff --git a/lag/report/psd1367A.pdf b/lag/report/psd1367A.pdf new file mode 100644 index 0000000000000000000000000000000000000000..3cfec8cb0e7af1473e92287ce039656a47ba6560 GIT binary patch literal 20375 zcmagG19WA}*03Ghw%M_5+v?c1ZFJNfn;j<|+qP}nHvZ(Cd+xp8`@Q4)_u9MGnzLrj znzgD@bC0p}EK+%4Q5ptX7AVrXv+@@xCIWf_TLTLyZf*iPX=58xCo=-(Pn9AR0RaJ> zsJWGsvBT%tO5e#?*x1n4$QX*37s}De!C2oK$}K%XW5foR4Q6dZ%`Ans?C=dBoHmlz z4+u1M{~U%c(sF=bkF72+cW@&qS3K&Rcwftn!O_j#sW(Pg;d;bC`Q_z=?e2ZNXrLlu zininftKS zHSCC71X6wkv>#%S3v^d+3ZDir*8DWQmX_uW;)KEOx6cRj3|TpNIQiYYPBVWPulNVf znyOmF^pL>`WIv;dRA|C=V&p|mZ6E4&_I&30{M&owOY3X3Ci*D$*5e|cB{Qxqgb4yi zVv4&41;>$rCB->&yqy3=fwXf#?#$Es%h?;9=*ss61c(uZGGVA) zKX-lVN%X8JsV!!-2A)KSKeOiS5F=G(!r^;gRgmpM!}AL>>ZkYWTAT43hJ@4u)ku_y z!21R2dbalSvj7Ul+Gk7Z@lASByOBKpyok}stbJvsW>qsfWWNMEYwJs314#y=^9JOR zA_oHOOZB)>BC$aU?Hfqzq2K~Z2BS#^<&j23lMczc^nZaY#eiUj2Vjz)kPL!-+{1PG zl!?*nF|8c%q5!aXK$B)hY^>mY?`kk7)m-S&{;feX{eYc`GTAwe9)x4ZY*H$MVl0Pd zOdVcOcHlg&j&kZly%0m83YSZjMnt8gY%C>=3gy8>cRoiHUPTVgm?)gVfu>Cpdw5AQ zz}sgWX6o2CN7x#~9tIrqE~o!k~lsBH8(ddF)eE(%ro``l%uO*E~K80dJ4YhW!D zXj5qS%E`~icUwj=onCUCa@N7@+LDokrHTZ87}MrsPq%wjf1sSk>(G$>xpg!RId56@ zyagmL3HRm)xh%t6OG1*crXKxDFEgHRb|%Kq+kVLdgTzHRf3u9UzJ$beg`fEFa&Plg z>}cn0eSNuncu#9?>UgD1O>5`G0BZJb-7=r?) zpd9oxmHQA<&H|x%Sy-4aF!`wvp((vEKd)ZZ}ac_RfvP7{9p>vC|rmYT))OZq&ARR3WX`xtrLjl z0B?E8gpF_r#^HQ}fcrQZ8wY`*Z(o4I5xD&SfWIylp|Xv$6? zJX39RaNrl}4jtK|KK;pqjRtBsha2VtvgGSIv7CDmx^ji@r!QeIIiq0cZr%^eB8lGERrNX)_3+3vqW``iCt+JDBT^x3O}zKx^ZS6_zi|EMJh zoE)70isCDNp-(GeV;6HnV?{B+FOz?bT+!Ik*4e?(*pcAtE-L=lsMtT{|B)a${vFo; zmLR{n`8$&`5HPT_v;Q@uzZHxG42+Bn%>Sif`pi)*|3^+eYf(|wTA61F2XhSt2ySTs zb9H^_&gjknfj&Pk_Xlxxbq(F5?P5u4n{d5fKkzy5ZF)GX*PQ$QXYK`~rh;Mr)Um!K zG?zd@(HMc%kseTzeK8P29V5jZ5K7gBteo~6oC_2jw*$;KerUB$t_esvfgBUiYS8xv z5H~2;?3###K%R>ZC6NsO{%lvlQH)z&!Leynf>R4XfJz|sMK_H__a%3Lve8kk4_PO> zeb8hsuH;UoFiv(4PE8H<05?G2HK3w76=w6p!@~~~bvHLR0J6-FXn!>kew@Eeq*7#J@SD?Xm9|_Y@|IHJ<~bb7+!4JT)b@%?W^9K_;Lg2 z?H>>3+1T#wLdB!KsPT4Abs_56Se*cYxOIqaeZXk~2mrvDsG8uhq5(`o0^HKq89o07 zW04cv%Rr_+5Re z=i|@2Eb!Pz@LrU_xGEliwn_hk1StK-)%%I;#~P#w+V3<_o@{-^YD`sUl&;SA#Yp&@Zd1YqfL6pY4N~l*X#M{1N4Y*-I;Ii2jj&D zQ^$J_>2v7xhUl9vs$}Ex@;gV;>_;{7=9*mpy`QTT;4Xl#+wlD2lP^4DeNFYnR5wv8>AQ+-`E_&1J5 z^*8%y01Wlyl#dGm7AYzvY|re7k(Qc|NWinP_nRu|?fZhydwq`vpb97JS5;F}Mb3TG zLa4#P4zNz`_Yehg`{+mqkc@GL%YPvR5M557+xfB{{LuqoRR%zYF1GV9=Uw<=w8#M< zop=EaRQr*(4MNWWl<@~=^u3@FP+EuIG_(T}4V^1`?JaHj zGnI?K$>w?L)m6Zjs7vKAsfbWf!@6|{3gDxN~K-|^FVVm*uk<)Dfv!hc_<~;{6>Et8lxf^mlp0@N z)t#eD1=&1^UVOSWg}p$|TI(8lc@kf}zPUQ#bTKH`jBob>!w|m@k!_wK&}zt1LXJP4 z%}#B4RhGhK0+8oZt4@R5P-$>Q5@)3=H2QN;VPtq`ANsO$__0e)g8z2r+MBiGW|B-E zyTfLyAw6De#l{1zxiTEyt9pkduEC$Fy(Djn%|(u2FjLKv1qWa&?VhwuSqrN1`ej-~ zEa1WlJZJ!f2sOVX8{WCj<`hrW=$A{p1E;eD|Bp;uXMRXcUgaV7HsbxmKhRE!?SRdZT|)9C zEfKg#EK7dxH7OQ;IPp@c;%R7l-O%{`a4&b|Ts~#>=hQjZTs3v*bUtisE3o%aAmT%Z#R>yty{LaQ^Nd~MxTK8V-p3UP!9ZvW%5 z7RThe2vCIz3q=w2#N>7U1p|&qYMYi|=G%Tz?GN>B*FYSGL+Zkja`shUFn6(i1<@1^ z@iOd1SU+~ZYhp^SFj;T50@>(-H#OjV3jx=2W#JauEKMfU8{TKvgLy1+H4pHCqvv2L}{lRTKk?aWLeMib>_>uE*0!Fbo}v|8*{F8Mnxgg`=U!V0!o zL=Gdbld1HZ8O$qv;#FoR_Gsp*zQqgb7UHL=l`HN=jQVH5H%>nTqqLQm8D12J_2?Q6@FvsCesGoOmyP_Gl89*7 z(X>wqj&9T0b@~OVB+r4ly)7=p(`3&n%nx1s_7+n@F8>jPrrQ)Q3>rhoK|Y_%+?h{(f{F^^l|8Rd{MrzctS+nzNZk43Eev0L^@gg=M>r_c+(Fw-?|^8 z@6v|AkV_v7-^PY>^-$3q|wIr2#+q*$KlZ68?CoYYJ4} z`B)Y<@-Woa;p-0<=efcKUZ|C(5`=X~nK?bEmZw(Umm@h`B6qS`e<*S|D_?QW<$8`X zHm05!s(=;-`WvMIqX`zM{|MT|7%7LF>hxR-M;Px$$YEGaUK1nLh(TqzaB_agAqMm{ zRDK?f0JD59TYE`WWsGDy`;K9ZJ8U@ZVlhY-Pc&0+TPq&8IK+ni{mM6p*}cg;@qwgg zT|XrPW`V<~-?#S$fSeA^4#M2>3_&9wthC^68v;~2ee8%79(r#8o))g%3T;lguHR344Ch+W9=mYom^m4c zGE0d_znlJGS&O9_09zSpNzbRCi|TwQtx37G9v(JYGsuEWi9OJCTyh5NxQCNXLF6_V z6BBieBNgR@@-@&*M(5)ULgAI)UVvt*YN7Y(#&2k}T~LPNYgZ&vgFTqh4m(73BPFGJj#WP5KZ+3M@N4xjUvYZ zfiM%yQC2&9C*ut3k;`VQhZ5|K%7{{dn-N|v9($A=U}C*I`l-IHwuzF09>}Obo@2S^ zmqflTqi%?ZdF^(bZX@;+B)JwHZWHszAdpkQ8?SLc3FRwN5149=XH^;3ksMN77vmOr zZxZK6Jd8Xq_+1yeKhSaz`BCVPO^DM-L?_(c7(ON%>KNB}*#o4uRuOHgYu5PlrfL-)jJCNof0ky$|Yz6=Cs8&&wdI( z&r$pfR2H5|q%UQ%GM>FaK~ZG6X}nxz;{vM-xGIMcjkR+F=8>4~%Fw#Ma_cn+Zcnrl zGi7gKdbt=;-oAgwAYOJR=I4FQiLqqwhmJT_;EbYNKz43#xuyy?)VgI$;OG(JoR!dq z?WJtdwRg|Vn&xm4A8RnDS+GIhMK<~4fPgvNf7rMR?0ud50>MOX3U9L;s?IyPv~A~0 z(_o%7T-fvLIy5W_r(y1hf!J3{Lr##s(zW_D{t@@t-$!*XO_8!)>=gKjTDaX995j9A zy-BL{^|h~t5-E0C9FSD8X{a;|x{Fy&9vkW9N0W+xlaUHmOxdNMkus8z@;*KGE4 zVqmU8o;XEF{QPA240P?Gx0D0{e(prC>JX6;g6^PL7?oQaw4+>Wjbis*(alRL-|%S#Je< zQ_`pdJDVd-6$Y@3Zey;RC{ND9Odlg^9BaKv2i{UmFzP25ox9?yT24G^^E#O27UoM# zoSY@Xy|2D#bWrE;%#2zh{>08$KZ2JU>530BY1E%>ghqc8NDT}}ay1P&Axc8xCv!u- zL40exTLG!FPI6X`3<8O37dlB0;kqf3&0=OJK{E10ubb>Sh^*Uy(TWMTguEP$>hyr_ z1s7!Fgk0l5&w{BWk@=&+XnRn1WN+WR)>nG>K%hV15f15@R(=$$j}OK=#jA3z7)5a=p}THy@{bL(>_(L@5g z+TzP;S|`q5d-`rpWnei$ zxI4mHZ5i$``A+CcKeQZp`d(NSHeZZ?O!f(1IC2=JPB{Y!6XRuuD1Kak(OPTV>;6nk zK1Wg5{8h!%E!VxvadX2<9R{0bsWG9)U1MxPSnA03JSSwX)3*au< zwzJR}<2}b_nsr1YL_DQbNAzG(0Qy&=${a2e@@)g^MG0~ywUOv;jG>LbmpZ{z)HfMs z`M9hkL{^~=1sAwRyQMOkkpls9=qDqWm~9m`j6t?=B>`{?Rx_8pOnxUtWsZrQ@<6LO zZcMKeM8@?r5_IAmlEQ?!s!?yn&@lvE5}J_^^p46jrOhG_;WTw#x$tO%Ewobc>Hx)d zu|2(C5fuBB^MN+;j=uuBM;R3bBYW<|M*xSjrD@iQW{o0xFzd|Qcus>h5mFx&NsBdB z)jcE-Sg?HW1Eueg+}ocS1**4jzKwQcW~Uq2!}5SE`UE&7b{Sz)=jNeq^q!)IF~Yo5 zHQKq{m=hZ~YXBi6qkk`=ZjiyxOo-k_)v_#b=RllmkVQGEK4wfTAxhyTRr*t9MSFLQ zGuF0M!rpw`q)10oPFN#z6EBwWbErT`G;e%x{oUO>wu>*SV)hpm`;e(Go^!WKvQsfp z-N$K5k$vFNeq#xZgY;F8inmuqJW}7axFAw^(_Z@cF>{9kz%SLpI7g8&9&j7SI@c~( zN&IAa`HyGG^E)ey^yMW+w8+#sYljz+2DB=*6(a(~7CowKM9OSu>B(S=Z}&?SUD5*G zk!$s7&ixdXo|t%6ujP`=`>8JRWg@^QAPuhLk^#b6V6P6^x}0)Qk7@;7{s_~W7d@9m<$gJEA&1{>P?w1Bqqi8i zH|294>EG-ik^UZbq+_Q{D3F(L&fI%GDOaS9kS)T4qI#yC?G=HYcbKY88-OWuZu8;1 zuZ<;O{j<5g@P`tk`rGM@lk2`aTui8kJ+*U3PUs-!RA|Z%un$L{-9QUt<}j&EYWu47Zz~c(2P2 z#wb_Qh62J}(M3Xr{czG0%Moejs@{&*;rW=L(JyuHEq1*N^OVV{@G)B$u*zS-IYxR* z!@zK>e%!E2zildpwF$!6I|WE$RuyL!_1mk|&yu*0I*YLM#txrnzLISAR4QTXj>r7Y zRcEaT#%q7f8G}|#iP8RfgZ^`zBR%@et(Qd>5j{tI`qu?x-R6k-#h}LEyqc~r@npO) zWI<(Erc($%-uHZGZ9)jXaPR66#gdAUB>1rmKI~)5?Hj}oQO2hdvb3{VgiKaU2a95^ z7D6V>eLIf&6b=hneBT%xf!J@y7*(fB&@JxCC^tbU>aNFde3K&YNOm)AN^+2jvJMG| z9OdyMFR3jL>e(VxOS03Lj!pHJGfWEG@Waj|%hyKo!+Q#F-G$Yh0n0W&-Vt+D2(T(Y zf)n$_Q3%TNZ7aUDQ%-w@;?5737$M`dmb#a1=Zey%i9DKwEYTewQEGk+)lneMOjOlg zN@%;8?(Be*_(Hl12p#|0KVl)@|E0MLTwSKKJ6A4!!y!E*g)nAgc`Ob!>B2p%H{2+)>u^`0aj|Gv(JP zsml%S%BEDkNk>%+9O`OmG!3~t?eNJ{VjnWUfI`(|;PdGTR<0tNQiP{2M>S3JlzyTG zB4)UjKYfSAz8fzgN9RhUMTf&XL2Ap1n*jdHQWY)rv(b#XVviFLnPIryh~$=oBv(uI zhLuVc>)@s!=U}#r%2GK98~B-z&L0A;sN_zTg+!0wd>z?JN@u$%kDK6RFmx&J8GnUV z=oz+QUh9cZ9+9xw+@;&oU9pBT z{k9ri{ji1`q3$U5)X_N~>0mD5Q{ENd9`)T+G} z_Y39CNoL8zTb4z+x;~YG z0#go%R*AOCNvH`QLBIB16X>k9$G%2RQmq%hc;cAdA5JW$X{cAJFNiczHDo_BetKJv zHYeIezq4+!lE$w@hiqsVn8oybs; za@U6j(9flp=)Qaf7axRkyke%@@Ml`}W&h&k&-?kKI$$~V8c7g{7K9-l0`GBTYISow zluGw`ZjnLIUNjwWQpWEd zpCR9Rb<#8x}w>^sGgvtHb2Q}BebW<+11V~!SM;3cxx(XqPv!m=%sp72| z`19e2KAer9!b$%e$`Cl@@ux%qj`Fk!Tfds$r+jkAWrjD!qtOt|F0m?Rq^>t3h`Ya; zjV5r!>(LUh->~s8C1l}qFg z8`OISZwM_dt1N>3wif4(4+ycM#1avUH%|*>U=fa zhT%X3$;z3pVs}r-Da5=G%aJCoCdB-xL#YSt!|^IdeR0)xl`BZr=y>uD(qbm9~4;y)vk_( zflHzvr(6;OG+L!!-UupVLX2cYx>lx>^fj{ee;LiG%!X-(%vx$B*Z8|xJO=lT++_j~ z)FiOUJSYl>>ZBj(K!|F$U~w+)sBSI<(#6}s&f$$6!0Vzib`5X}w3;p{IEGz$QcvNp za~JFsKX0c&5}5>V!9gaPXGsEPrBiPt7#jlqn>r+i8k$4%n4NBh2Q)?( zKqf3b7_I+t@4?!+2*l-a|F$-8>aY$v*AQm^maxO2H#cj}pW(ls zkj+V`UMK3%La!bPu|QprR-ooo)MW3p z3Cw|{?Ri>t2U(krlRPY(V58b7Qyb4X_~CbW5E%6qrTn(btl_Togn7n$8xn%U8n__2 zg?-6YJ=d>F_S48OtVL+37nnE-00?=l_GsllAVLF1yktKBcOpu7^H2BuD~WY7`rquz zw@pE2EbiK}r_iC-+A&mx1ngDP<&Q;NBE*X52uiM{d!=?1JzigPwP#Y6Z{!nz8IR30 z@08=IGG}ygmP;O4%DiNiU+xFAK1`bhJF}#L|JP;^5 zY>48248MqX28($&SaB;GZR2QAc#n?3+fk z$Czt|JLc%PlKu3%*488zQ;10D@(g~A_VMj>gTB5d>YR2Ib?Y(jF>fI{eec6bFSm@% zLGx$@LKA0kCc)$=9IGf1ATpi2K}&Q7;6Y$_5R%-17{4Tx4YdG+@y98Bc}>~e0c3|h z%0_E5`{km;$A}#Krv5wrduw2gmn|)oRLB#&Xe5x1h8K1rC3s4`#Km^4bm~nJt-J=lq3iH@ zvaxd8>DX0SUcA?-%>>RMnEBa@?a3@DJ^-PG70+Ymn!U2w_*8#H;p%1-a~QHVHP@MX z^kf0zoD|owhIO}Ne@aT-FtU|AdU8XPu~ydGgkS`!*G`J1E30u67q*fSnw}Q|=Y**j z;m2d6sxp9&Zs`ncLviUhFwIa=o##<17P_b*#uzwA)gXizlmkpGpMycB%*{2?)-9VZ z_JElr%72V0&yUR}2W3&o$WdulvBfllz{usqX^Kij%(RxVwrurZ59^WH)zi_zz@(N1lQC0uO35ehB4=UrG&zPY zSq`FbX%Pc}apJ;!(Q||v*5jrY2?dl4+M%R4ygu+`4Ek9^HSwb(9wmU77Ays7dDFsK zT{2h!t~&AI0XC<$BRU@0m*_pCc8X3o2$bIpQCT+Qjw9fb(DA1=u;kucnODQrW6YFm zeMDcd`D8Ye|EYXMSq@@uJ7cn8w0%{TNYsetXL?^&=-AP|L*|3)C^B~@) zH$5GZ{Jm97t+__jki)c_M9yJg69T_`pwhZR-<^K|C5~=uOwX{fZ+JjdacmQ^c7t`! zV92Z!s&Z{I)N?ssafUxBD}`?Hc7{toIkNUSq?*2pKF`@13JTnV$lE9Knfjf!{glc zL?ZZ`3S@0(XiRazf&q&B01#Yhz(2k|6%A@zD!SLaY>J8*jKKoiaPA&%Pg%6m(zJv7 z)z?y{pO}kK^03R7MAnF~d20I1SBAZ9bnFe)C3|&7`%rB(UCcq#LH0|NH`hCF?}G45 zw9>OU=w?iQW8v;Qe{o)y@psimV1;(-D|eVOEJqt|cu6&hGAyd;gbT;^P8q!4YyvC` zS`=o2w)6KLM+KC~))i5LuJskS^*5kr$Us=AyNzTRSvO!dE#ovoy@U(s3=Q8e&8>>L zo;4>2#w~K&_)=6OjquVW6~tK2ghIz?+D^-qcqNHTa=yJQE>vwTQPmN!NCZMPJG0Iq zE%*N}gALCKWiO*`bHsOT%W!_O;gPs+cA~+IhUFpwGHz$&0}-^ZiHN8uJxSPz0zRfN zGd9B&Sjf>_tWs(;A@9D}_=QuVvy_1B-0xCCq!Nn? zTE7fCvUwGmmy>=MbYD@;qTn(RMf&TEfhw78pBePC60u9BnUpN8xO>Jhlr-3@Nkn1K zh6dgED;F@1e#g?i&?Fu=>2#%MbV?ks(mfgdrS8^QTs^@Sp^01jm8u;1*wj2X2WeEM zpP7YYqWOkKt;=yQ`SN&~{i4{+zPTA<#qiYjpxO`$a$L?u3jJHKC1gqZ;)9e=znT>2 z3UwYDHu^?WiSH35WL=K9)3Lo3ET#`=angP>+XU;`v-Cue8wZ`p6{cwJLb+Yf4qNY= zu8*JGo65c85hnBj(~ViQQQ(-(p2sRR*zP}?A#(4kF(aCIk$%(Uj!ima1y_4nq^&g6 z9gF~DCxbL@j#f?_(88{fMx2FMU2gfXQeHg!mh!*I*V1RLbG$zHsEEcFZI%}0@#oY*M!PVJiX>>q>>j) zm_1i#%?&S&xs1ddVg)z*Zoi6Jp1NWyEar0yck%MW<6+1!Aw?-fCz6symh}9UcG4Pb zp27N_px=o+Y9j#s!3-lM|A9L{sa&0q1s;7{)UpFH_SyM~aa&LqtQ@s}AiSMjnBJFe zn`DnOyQ^dnEpMEt6Vks6WoJD&FLrOvcjaYr@5)T)YTLs(jJH zg}3KV0?8scH)0afOugHueii#dx%4&kJ}e-9^I{shhEtU~e9t;3V$Z zwHND=ucMPS^a8mvh&2-IM8Ip4CGC|ALL%x<(vpXp`YeE|^4xJ1PpP-89MLOW1}qyi z+N-I*S&M8wVq2>vZN;w4lghFf9!h=Iv^0*yv}MU8x2Ic%7iSuJKe9iR%(c3B^;`XH zVTbZtv5sBsNpnV7q)ZnN6RO|7gi868uF}x@Y$iM8Zavt2caW#Hl`;rBjQm7Y!&NAe z;!Y7a2%)&kqA>5AmpuAvvupkEQkk|{;RMT$*ONZl?XcS)UYUYrA(Ic2sS!WUylIoG z;@@#HF0p^~5@rVfTsk=ZAyh|K*TERcU_chm6JF_bGnZOIdu%HIrNs?5VTi7I>IrBB z{hMK|Sm=QXHebHeg3{o2bycIFa#Lmcn^;rRwO$qh8x~2;c7J;fTs!=p#6glUNso#+ zFEAdWJDZBw^;G&V7BON*<151U6Y4jaibdz9sCNd5Ek(zpq%((oMv&(hC*^hcceQ-^ zX2)Kia~lz$?bUbWmZPc3lJ$-_dWf#;o(f1AlA4%<7+jHDh3!LcS<+-|->9zo+tqcO zZ=QbuwyalylB*x8CG59GelK?0obWLkWdVlGSr@j3ed|LVu^z7P`=RK zTlKC-UpKg=H&JYZMa~Y183+>?jp^zHP9VMGKiCJGEL2eQds^-E6!8Fl<_sl99nLg9 z+rA$LQQgDJfi=K+p_pB_O(tN;QCDz0Z{gC~EvGqZ11z1EWsClXh!@gzfL2ZsKsbub zn1=6W?>pX<#b&cmg{YSe5hI@@_YWrv`oITdEcBi;>gdD<*qD5-SZG&Cx}60^PABrh z;7*u1enF#$%|)X!C9h!x%*i&(@!&2hX@W)%keg((+Bf>=sI@|L*+WlR*JK8WV&mu{ z1Sm4QfcMF~)KfZz2*tmat>a7k zmt2bzGb@NBf}LgTT@fV1v@U`TvBt>lC#0uCr9(&nOITm7^#NF;1&o;4FtHWGAGAHwQi`Y_p{{M0`vPzJJU;cyJx} z?n@Tc92bs;ZKR$OWBM=TN}r4^!aLF2#b9*hpGb__mDChZlhO}SzCut)^azN|qs2{K z(`Q8~#7ByQxhxdk&^+3=#B{4Wt9Bk%F2O10vROThkQd>^E`8r&5TV=8XCbL#9)Uf;z35D z!v%h?AUBXF8;k?9?vf=Rj}87r1&jp}p3;w_h_@GBAyzp$5RX|jZz zHSD?COHR4HWm$Bv4Vx)a-Q2df^dEx8I*{u~j@$AE$HJSaFyrLHc;(| zY~&A$nNxHNzo&4PlNE*mM|V(@(}molz2~h)pn)*yV#3tB-oB(Gppl-5pPSPyhu7~P zSK|FyY&*AdDR1uIw)D`y9~u(y2Wd5<-9P=N&pY~le-gvp?ERbmh>Y^ud@oUM*0!P% z-!>i^I)mbUr3>jwLG2X0(<*ovQw?b=PuONW@bVI`2xO%hNdf{N*ecjD@j}B?i0nW* zN=ZQ{{L+}QCMa`E;g=9tG zC8gG_rI%y_msYW2MYO2N=!t&0GEl77(drxb!o4aoL+8Ux-9BnnkL;(@1{(f z+-u9p%D>ay=eOBTwnS=3NY)>?%xa^PXG4ir7K{mIrBF0Ze7j8qtQ~}U=?Hr8#}#+j z2`K`$*_(>Cu+=f>_*q@s0j(sR}kH4KRe`KH~_*Lw#k(BCvS}*Kr{~ z0`fe@{=`O(MsJRV$Tm6N*nfVzu_y8R$)ey6%N^mtbelmviZfJFaeVAeOcpg1eKe2n zZ+N->;28eoB)967kEMgMEQqHpm0IClPd(#`I=aAn*%C5OA;zR7jOE_ZfuY5AN=&3s zL(X8qDe69K6Xl?nyK`z7LS*JQnl(Bc0o(K3<4H92S0!*0JEm5gh!+W#v_d}3BMQp=P&Zq1jpU-h3ANh7a=yNBRlyM+BR#sf{aT|*vL4P*J@uM z>4)ee8BB_jS5OV1=GTNL&&3enL{O;Yx?c3Si*E3zchUp*lfbB48w1ctijp#@$_W&4 zwvmF?jc-0v4h(#YvG)Q>GV4ikUauv%IQrWufh;O&+6$w>$yUZ2(ERg_ zQfWJ*;rsyu$9eiYx6q5WVC%XNd1&7Q5(@xCWJDZL9jd#-3M;Ddgd5ErDLDJ zd)YN-(UHV#@-e)4(5S zUV>aklqVo0K3+zGxXU&MFC}y`rVuNY>WYfFs%^*5Qy}Qmc|xbAIshxKL5QhP4nC!) zKi+5sk8buEe>egQ!AC^UJCWJv$8+7r9G~v>OZaI;cUkK)WDIb8=1;MDXmn>b)j&59 z-(svkUGARzsPOqT_WalOM!!4v3t2)TS={G{1s(2eY3Q$$1o_Avu3OP~579z8wk5;1Lv??`Ztg?!L06_3;75&qWni=UqC?mGwMyO7$D_YFxvh zxND818vO2jF1%}1fQ7GXBwQ9bZyib91M_R5m}Xk~1gO7@W6BRXOUl1N(>=R;vu^Yg z*XnIMDip5rj-|-tLX;xDGmIZE=>sthbx&98=oD0R zYU>y7H4YJIQ^4!Sv+MboL4QL`bU893BD&Rx80mLow-@CPl}&xxxnJJPIMsoF`d&%_`DBXuC8$~2~qarz@|%i0DGU1x}>2Yvratx zhJR7Q5(mKad8z_aJrP?HLofsfMetBc1bT)8hjG5qCxxN3R`5a75XRZ;bkf_n@luD5 z3KaXT`C~UegS^CXsJ@12Et6$YFmR@E2S6Z97BGi`_JCV`l$M+*536}eeH~TAbA7`i zX~?8`pezhYl6roqEWS&vYPyU7=iA^6qdt0Z{cHBAT~qQIn|7M#dXw}R!n=N*oXMhC zzK(%eFkaBghzgqP(&GsL%{O*e#Q7pHDdYeGbSDVtVxTAtl6u9e2V0GAUB^Eo`amoZ zyz;#4Kou2^PK5)z8-zPT`wxFn-nFxKSs<5*!sVkvCn3PlwOkvA>AlTra!)?j+E-8o zwUo(4qN`QwYsHU}#z1rzVwzd6F~?0-XIyM|fg~VH0$Fr^4)4HO}l6VtF#E z(R14Y4ThZe^7~QiSpdncAdLOJHy}D|@rfn~kY^bu!I&(}5PZs%bpqWbErFaIFN@?i z4Ni&bweu4unu&6-cJpvUJ`yAcSv#gPKt^eZ$ozcc)ltmT#~$?i2m0ejkY6#)fiLQcI=2v4*`P6gBR$C6XKIUph`8h$`M%v?`$o;UJrZStX>3r#H%-^O}wP` zB2Le!9lg@&{lp9XpK74hy0_J5L9U1cIQ{rd|H$`!iY%m%MTJ{ zU+Bkkt&Oi@&?YQfhsWZwz&#KYhqq}w!j;&E#}>~0ihGPTd=7>66Y>u^kIbd_be{L> z_+qFXu3au>o@;d)D9`A&Z<>FV-ME61vUzgSwf$ZUCH_%Q&9xM5NKWzSYbi-+jIrj5 zFQWN^@;%WU;m>r+%&$g3wo$0EWJ|j-E&tM9=O3J;6M?9XGRcL#{l>CF+lbtZnw2tT zF{K=8hPq=fte57CVu36*{x$lhfi)Ps5hA!F&eZ8NT-fZ`E;cY0SkYard+rgbtP4RM zL+_Uir-t~5H-o&uUSQGwY5HstZX;J%Hk==(r=@PX!8L{cbSExUUe>F+4?cED7)n&T zWTQNt4Sb-@4@Zo2=?Pi7X(=sN|M&d?Mo%AZ~aN@sY$4)NGMaunp+zPu ztMOk7A$>b>V{=op|ClH_8C$Cou>alsOA!A@_=@0jeHs&d;d%d!>wVFR|19ahA;B-x zzx*pX8#w)iC4TAu?ov?S(fF(W|99}_4vtPjX8H~UOpJf|lGgv1%)t1!r!O!6xwD^~ z-(PWkv4A2rpWM8;jp=6}<~9O0j^_U;{&J*dZscU<_=!O>vV8qD{_h796Vt!yS?E83 z%>T#de{WAuz{dC$5DUu}x%oejf3#m`*1y)$e=NRw{=_r?D!;VM%wO>7SNRpi-_qCB zKL;ZlI|1A0=YPid<$;O)Ya{xP_1D#3z~|@cv{kV&|9ZT@=PLTN`R@s3_+Oq-!0`Wm zM8SU(n2f9(tp5jJIi{>(r?h~{``~jRKJQbfk8MbkxCd%DBFY7)2{;SX)=)V z7pY%I(x%G`_wUcn6Ay1M9Mk$phNGQGFwz=r_H7sZyQk!lL*9`RVk^(fp6~IGBc%Q8 zs19T{R_&wF>eI+HJo9U?J)vXuh!j9xI8CpR0{P$m)70; z=j(HS;#<-#O@k6L=f}KTRfI8+F@wCl-z=Y5t)|{G>=2KXq)n{9$2R<6n$5_RQ5}2z zHlv-uD6G6s?PUIX?^F=Ef!CpZUi)$;(6P4BztrYD*yJiDb^Ismtxi{sn}I>#CT!!x z69sqA5JuO)#6VSb^gX9O)zBq$4XZ{S7tYf@MhnAn5qdh_px&buFJk)+MB)a>p?&+# z1FyydCq%CTQ^Q0^Q@;~Bf5CR-;n^V^3i{N9VGeh+hG5|M@=!fm?%;l@;M-18zwhrz z-3B#fM26GL;9J^8#Ks0T-)~O`otx`pcNv)nqo-l? zrVK4;-jzk)XD8pD`c8BQ(?aFKC?`qL`si`}AZ=pzP}QH+vh|5)MuD~Mef0%T5!}S2 zy{&YL?H84Z#mTR`@#2J>A}MbH*TRD?5w9x{@YO2jFWQm$dnEn4GSZ^Jf3T(z1Fb-Q z+C^7^r$#sT?^ilnQPiOs{(p^}dpwl+9>;grDq-B3uoD@H8HO>>T%V!KvBbJxqg-Ol zxQt}R7{bXospJyL6tzoo+gL1OsYn^7-4lC~h>94Z%OR~=$DV3C&oiUkwpZu*^ZR?g zzxjPHzt?=<&mSLCdx7J6lV|WRtuYRkl&Y6w~ZYBij{!t zPX^653VnVNx4NN9EGkjVQ^{$+77HF!+_CVW_wU%wI!y39c5iI6Uv*$L$uX8hM)_U{PiHc6m)MbepAD@U{FEayfi z{gU)RH$R5~hiBD!8=K|VY{l*0RYc@GiwK(f?}Y)4z_uO9GlKGR+PGYbap|eJ^PHp; zd0l5FREw@1sJ+$uI_KShoQtK=k1hvudyn~>J-yf$kT;ha8DuyGI=-Dn#-%*hx#8S9 zqVQ6kUM%45>ezt62j0}mXI`qFb^K%gv^*!k6v+{D>(#VM=0kKIJ8M%UL*L<}@yBTa z+Uv#dD41}^OQr)8V>-W1!*W3v6k>F8|X zNHi|H>W#MirWncY6im%GKfLj?(n+fK*Xidzs`J!YH}*n56P)UlsN3&Cyy>wj1zGLI z>gko4^Hv5bdq>wMj*nf(&Rq-Acs)H>JDb#a-zWX5TxoD^>Y;7!03qYhmm>|9*g2be zyNQ;{+F`4y`)sY2t%DR|v{m7#<@BIc`GL+C!Sp6q5ltB1e#FMqNCVXriwpLno;%?u ze#z*piI1vs-uk%Hd*eCh;7r}`vIZM(W2nR88wk%%TRo~%d!nN6OuGf*E$Z&vo=#sx zlIE+*R$6vg;$%kHl^&ATa6ston)8Ebf<WK%) zG=%#26A_SM1w@>P6NftTALZAX`uSKC^d$GNcCS~S3aL8Hg(^d z>2}ud$VIg)*Sogbx=-5fNy$eAmypxhhIpW6lOfqAUCGd-$f3qHtN2odKhmc(4TUqY z)4!@nL3(Wt|EESfc2-X1G4{t_@_Nn}SqZY;2ibq0 zMj;c8DRu7enzmH48Y1f4zHrnuHKFYzs1qt1T7tIdF?CY4iLc^LN>U!G6e=hM=%kF< zXcy%E=HcdXPoYxX=`eY-IBrVl@Fz!a?poC7we9?U@79ZkSZn`cu3aj0K_@Q`wo8Y+ z1<@i%JOZ8@;J^M)a!XEoLp;#A5#094tGMPuClB9IK_SUS_m7Hi z*SyM4i<#V@GJ{u{|NgVTCD&Q2kVTTmLp$u==Jv{A%9JtvO`| z${8pPO3t34==YV^o;w-I2Qkc(h^&flgltp|U!)OE%>o_}q2YT$t^-)D*Rgzvl_e9J zYh`%g>+9p=YmKuBiC}ogdWP`Wp&wqbW$b51CZMshHMDfmSho5RYM@c+XfqO-iUz1O zIvM~7^iN}hOi5!A8%PxCPb^{syp7cKX>Nd&IAr1?i}EGFQl*cNp@X%(4V)x+Sq1`& z1o4slKpvh6F%Y}hM}>0W)4>8P5LK}uj)qcZ1xdGrNOJ|Zt}BlPB^F`@tUU{2BQ`(b z!;)t#mm3+fA0{R#4=o6nEH4>aT2$FJ@Im_#Ag-W7Q#L&P2Lvn;HF@6=@L4_X$s>brcx**3OW=mvjKD}jB@aUj#{u005TnF-sLs|0f3Ua+y;XXoU@=5}@0= z{5_DmdOwg(TJ1}xtn#H3iK}x!1y`Mq4ld0ppT~f{K=7o}d7kXV5V&seCHCNO_-JYU hWfu{?_-JWAO1UrWS6$Gbp<*@ueK(xKuMsfgBcK6R2138)fs4FhwKT?^Bb!;5_VpCdcyM%(D9wc zrjx_PG&9*k#H17_9fO>9d6JWGJZyMIQ=SHVm2lVcNZM^zo4V!rIdVXryss+rW5Bxl zPX)!W#pBrXox|6FGmqh2v8ToU^W^j0=X=?&&yQyTkCXkY4@bM_b-quJ{Z|^I&;7d{ z{^dtEtNYKk{pYuvyZxH&^}xrGdo8brv9U3~TixrRo3CQecNZ0+?cHU=<8ZUU=Y{Ji znq()j_8B^XoIddQXX9L1;1Zq~1}y5#;< zKaH(~hNFu(F|nr&3V%I+J@TG_hp;%Yhm_}Tis#>(9S`GQGozK65XqWh$*0KwyEsig=-?lJeN%5V^;@5cGt2uk(G2<>vVMgYsT5@v0m>S zBAX{cHb1sMtF1%`@3{nN9s25hx7|c$W!PH^Dt!I!^;!6IootOR@nvfL$=F+%YW*G; zoSm2M8Vd~TpT~cvAd1gp0(eCrbC_!NWtYERV?bH{VR(JFcr<|6$FTbCNBmD)XT-$KMOmYj`aHhqXSO2SY*l7N%y(H*ktP5`pQ)aYzXFe7% zX%qa>bjZCo8wCs4a+i$)FlCl+O(Y&K(2L{Z?K%A2p5mEG`N?i_Ga3zGv*^~t91&hk z_LwX=GB*Q^Aj=Dh#y}+gPRGBgSx_U*h_!3e|5`9YKrhyyCIrlWomE3eXeu_rPo8u< zMgKnFX>wBeL!WHk%GGYu(V}VEA91k^9`xuLo>W0zZ`xTzE%~Q@pw7%QH^BJqEdbWu z<8Cu$Ebh04k5PxG0<u$&Mx3Y}&@3htM2f3+s+v(|G^dGtrH@-r7lzrKg(+o{hpf z2|&4bO9(mQ_oo5&xyVY9l|wu1&uK+WyW?yb>*NL+E%ewfq+29wgsX1#p~9g%b{mE3 z?g?KXyj!D4UF#Sm-Up3yk%V)VIWMVD#33ql$LPm7e~@^Ulu-4BwC?vbVssT*i|bi| z991|UueP_aE{t1kz14`av%L(UymbKOu@DYI*M4Y(9<{iTbWiRt{C->2g` zQDZYBYIi@V5={fN!3Q57On%|}Uoo^_Fc=(NHdfpfTBa>{kxOLflUyf|-oc&CtVmNt zg7#{J4$8zB2A9({tfZFiQsv7%DFzb6SXTCh&bvReJ{&6f>|zKy`v}%pD-th^v=|0b zB|=xxI%~fLH-PWwZqatJyM^~wK9j(vw!tW%quu%W#Cr-z1+d!e2RK$8^81rKqaSGSM})JWszAXotKk!)3lIm$4aQbX z)oXoFp+{jb=B8z|kY_W5*GY|-KsqLq5J4zV%1dgpmfFtYK|duz_N|%5VrCKEvjo6; zFmcH7>h(B2KELZLL1+|1%X6K)L?GCw@YP@GZ~Mf!oymsU_~U79Q?T`1K<+jl&o{G~ z)Fra%F-sIqbcg%m?x&l}F{jWj+a|bWWVC4(kv5zjUsYP<7g54mG*jd*zH{Hy@NUXl zv=7LSbt~G3{XsW~i#&@rmuh<6(b!mc$Mp}-rS-=Q4V#I=ncNR`=F2n3#nidc-ru;W zJBeIyr=XLXQm0ruiR5voq4#;I)2#1^u6gA0{|BW_JUE`qzKziq36hrc)1Jy=q^-vu z3F7JAM*1G&iQYzv4X*m5RX4(P#LvNzB2eZxn%CljIl;Rh2nmO`+pO}?!lMFC!DV3~ zLFVunpcoQf6WE|L{hXb0tZk^gWxU=D|nJn$#O+*yTu(!-Pw4GPmRw_K#!phSS8fytd^w!TZZA%0;Xy zz7IaI@f`29Fo8phyE&}XF7=;jB!`d+4Xg=;j-)kl#s0*>CpwGLuhyw8;g9oUG0<<8 zH-GL5%zI40cF_;AN2RnFp>NKqnCcl`W!F=A)fN|>%mWA%rrD>PU6~fLUgYki^+Z*H ztsdH{b^O#=*00h|Bfky*8cp8p{Gx6J@KdoUyYhYbM)eBI=hyWg2ECGCi`Q&CsH#Mt z;>K;0;KGz+pVlKbyW{&U0w8*@H{S0^rVaun%dI=__<_gItcXwIjPe{0!rDK^v#w^0 zK-&eYygstrRR^-tQVUc|>XS1)G6w?tjAW-&J!gDR)%{T=gS)R)Utwzr0m+njkNnI<`-*p?7 zdBpR}v^$dy4g{py^aRpZ?7-s0yP&>oHRZOD#G)1Vg16{j)ZY3is$8>amvUU&5@Lf~ zbfMxszGAW8;xZg9|L&hF@Q)`}u=+DX0ad3!K~ulip=goRn!}}6DJ#4Q*KSUmOtgvw zgb@)z`lDlC$s{$VbDzyG>iBQby>%&^IW?fdDiD!hUaq1EtCgzBG#s2>hPw6vXYv3e z)$HJ(pFazcijxfVJPIgt?f(9`FZ3Pkm%oMj2$~iiQeRq1naKAcODfZzz&=Z;`$%pN zLA(A8B|{%tcp7FX0-Mt%11aC4ZM4oR<2lPEdb_c~Dl;jBo1t|dqg7^e`E%&`O=H_K zLcoCQwhZW`aieLtWM58t!??3z^1_3}1Z@LRykpWYwJ|Tw{cf?4nvf9dzgvaOp%&Eh zWL7Jn+k;`1F4T)#@2s2X7&lGB3A~+Am~zPXqGeA#{P{%FRfi9PmB}TFngdS=tZ$nr zPD-}7KmW{4lB1pIVXhTnkDa;Ms;uV&V-CB{)6kcV3A{S z`>VP9LdrI84cq~V4=aFPd{f0XG_=N{P@)J1N1Zw;IMqIl=_?JOI4wEOLTdB@K0wCi zE4^XPLIhd2=R`#Ej|q+lKArq?WCpsGSD^7~dVW1Hc0F_CU>XSQ<0QZr!Q(1>8*TKYU@=;w=wIbs=SA_ zxN2~Os&BCIb*D{qwZ0UE2i-)P3lXL(Zc+611RCYgf9NiDbX3Y^XJcitC?O2Dbf|hC z*9V8vFWAnaKgIhU>-Sf#APgwx`1Us$N|&j7l}@s9kEU0;oOdh7o3R0?yfdb@#rzXmCOtEY{oh!(B${^n3~!3c z#$5?(0|0*EiUv@>BU+A-CgjPFb_@eZ(=z6?jK9h017X2tymT2<<4DIa(WICV(_ow7 z94%B?`L_F4WPCs!VCl>tP_QDV`ZOcV6$z6AC4e0HR?*>1G$Ws)v5S|AO1UXqc1 z>a(QhG_LJot~b_B(n72XTNO4FH%FRjUDKfvN=j|Y?DI8?K1*x;*4ZFU7}tcdugGZ+ z2t(bBKIUnjRl@;mJeq;kaln%gHXzkckhHMuB`z@6wOV3tZcAA(wMewQd_>Hlt$+F}|BQJwUx)%y>6)9PCb&-~QXZ5?DQo(QJETL)`_%Q;J45i?tmRhwXz(M^{6nWupeC*Q}62ZGb2Ia1kRf!I8mEsgx)H_9KEc? z8F2kKQ&rnvdZIl2mX-LJ@ev1g1!IWhL{wf;E9B{X7{Iu?@etS@0h7|?5ydbmjyW{O zIw&5hPlj$z0L_WNe)>GVM845+$$uI6Yu-e&sRrfo*J27i@Pzeat@*cnI*Hor6nbai z$b=-jdcX!>t0l5JP0zU^W=FbcJk7e4ni*YtmQ2@Ese@;R{!!Ip;luUtKOA2x8+}^SmO=vMo?48e{bJ6GAvpQL^ zd1Ab$vi@`nl>{Wi@#!mrJwzOWB%`)Qi`;8Yn%QnGaSm%w0K*yLe47ID)zFSC9XRDK z_|%Y|&S%>-*BKJ^$kvwnVVoQs3cp*rbaL*Ko^+Hv?kLC4e2oaxzM$f`PJaDS`&F|q z&63jF?c^lpL-z_|bnxVUYt#aU99zhyKMx37F>0?|RP3hFJm$Vnd5Evfy+z?+ZF7V3 zm{@{owU*_``#3nRXlnu_rZ5|>KiTXGr;%14ExkQ!;CGy*(XV)Y(wO z@Bs%~EW(1{_oSQMoXPDWw2%z?y2ZWFAEj1`ZEhae7RwCVeS6_QO7FpId+2l!Zw1T7 zaV#mKI3~PVG`VPwk4jII{I^O;NdbIJ0L@|L8RKZ`Qd!3t;en>?_0lE+SJqCQVang$ zp*1OnQ+4n_o^EW@I#eJUJyTaCyu~sC)&v*W?I2H9{$)zb-zlEZDPvV!wWt;%VGv9t zh;DW{2WJJ*u&3KFXyV|BPTG=aVPq|xI#>3Wc}7@7m2PM?!Yb}^SG$tok}1nKuh1HF zAh*1-W@GvddbOMCncFq)GD{PLseQ*{1GH#cKq0ISa?L#ab3YC-Ulti_YLovO&u z6f#RKqA%~VN3Yv(%w2G@45CTyO27f@O@ChM$m5XlY^;QzLN{F!cus-E@un0gShz@w zv_Yzu)bsU#wf~wFfEPx$4n6i+52;{G6&b#JG=tRiCw%J60U(mgU~EP23bxDeH9M)5p-WO1QpvkAMTL={Le@v4^$A$Cjuq;*4ti z&127@q8@QD_83dk59~^%->+Fg=p#ZQyVr*4Op^HOB(#aSadUtCb{6?NT!gvxS1O`@ z<6h(dT6}|bjKcbIvCFa!xd$7F*^C|uXm=UPVU%OtmB94FnXIwle;(6Uo%#eKk%S0} zDL7jM@~p9gf>xEf>Qgql1GPcpSvNDQW}Ih$y~cwHTQfy3r`Yj8BV|sCvgl=huHd*c zEdL%4X`v4F?+fzE+zyutUPWG+QR3a2IpbSbG{ZJUD+dHjf9U;Gux>0e7MB&`7ak2uBlZu0y68M=p!P8{Q=fvM|N@ok- zYKPVs1{Z&Z2eK}&)hjSD&=u1Ir2zm7Yzw)XL~BP0l|F8!q70#k8tRLT@nvO@3XTFi zmkTycEvlV4ha{FNttHp!w;r8}`6vnT|QmlxW4WzSEhlx?3k2YDS;NkayHfOZjV9j4DV22h4+!_0@vk=2%D! z>SazRAr^*Qfp_$<_Dmf1qGkW}Pm$1-SuXJ9o{uqfrcGgu z4|I8cS*UwYT2yUyNnDN!` z?~D~AUgfWx2XYp}NE^UaNT|^k-i8wENiw!;_ba55*<@3MZnwVGJF(8pU6+f=Q2&Ie zxTK}aAE;~Mg-p7wmYU-HDgyqtoqlBqUHuyGqXOk+a5jQjv`s-(i%k?8vHxvX6yurk zcU3cD1T4SG zZdUECkF7yyjYYdQ9vdFEJjKO|RIwcn3#ubXL=oMjx*KBKl@!_WG0Fbq5n+?%-+>&YtkPLB>R&7%=` z6eC|BgzgfTW~3SO6jrISXit_;%T!u_3Yz}bCs$>BX}38Tgw$7gquwUlUeTgBCtVt6 zf4s#&DZe6g^$1Te-v^L_r^J)vUU$6m^RhDZo$CB#-siJ9sv619{uduw2NK-8? z+K8RUV$(@yKSW{){yCWSH_qe2T&q3L3$QnN7fcev1B#MMf0PhDwmy#VvGQg{LX#M zaboHEINP}PQFf>NcF0s(_v&I`%yjSwuolqL`fY~91|oP^*CU-B8Kl%eq}tDtktS|0 z2*XResXm$9Tx^uDkfN;-bxLJ?uuH}y zy+y3_iU4orm09#Y&ZK!PXYu1p`hb(@aRC|?)qk~PxX58e#ld{Zz9Sbnf3?Hap{2*Uk+d!cppK>;)dm@EAhMIm@d_BpQMwfVlT!{2USZF>`30LD0j{AoDAC zb|Q4}#WY;%5;H^U{*fUkDgQ3ee{VB6!D`$qU5F2>URC2tQZ_2&-RwzDf{=I4cT%VAk* zMsjQt6x5;Sq49G5)q&XbqT@QKhJoLXh}L4vabY3~lKrjr)Za;WSb1TMmZmmkt#JzTA*qKF99JG$Ik8) zq>>rV=_B8X&}YReVHI2y?X7TFLvTwt><=|qVtot;q?u*hHPh;*n&7TR^tf~{SR~tx zMDJ){QxUkvoKw1ZX!DH%Wtlh3EAPYCgA?8`D|9qY(mK>-<|t10pZI*AJw-q~rAH?` zEZd`c_sn>+KYFfAi$y;46fu7>H?JJ@hBanlx8*;#>{c0*s|*`56KE!^YuDxCn&Vm8 z&a{?2)GZnuW&67KC++y)^B`LMY2&<6!1AP%*J)$=nmR@b&#fd5kvBt8i`>u1He_rr z<(5F0ywZIKH9JcXUb^HpC*MIvI7o|<6F1#P)Rj2V0Ltq!)3+^Na#r+uABx*99Z*micsGAw~RhV}@cC!tv$R zl1Foq#;YuKBYMa8asx`^^o#E?>2*#|=FDi09MAdm1C>#4ZmlBZd73peW&wSnh@-yR zc0Zvr9S-C9(VZ$d?Tm03Q^?yBJEHJT;nMG-@Fn^K48MZ`i@~LuXf;ixwCcFnVGu$9Q#6tyH%(5hZ-a)!NUgQn8`s#CeL`BfgNEc#(RjlHbfkxHqW_(~ zK$%}fQx0a&RLIFpxa8(kI`>xl-+K~ z9u%rsut;oig(k}1q(Uc~AAhCOxCUJjUos3kF4+9~%JR-izMwXlDY;BCq)eg6<`flK z-AXeW16@)s-MrT`4dJz}S)nsAOE?H0sTkZPH~@7IJ(B3~FEiM+b*JdawX=s(=!%kZ zJ|7LuxGW61uHXyWLV=_&XdThrI3RrUmx*#D zr4dl0eYwYD0_^Wm9-HT?9s2K$j6xC=l5M9br#O4ySG+C5%F`0LYJB?H+S*3oORNbN zBgsjaJ5fl)3aeB;4@KHXFnpFYz#x)mJR4`g9kx&b&6cJkl}tD*vk%hIb((*ibW90GE%Ni?3*YUiNMSayPd zh(c!eW~mSCNNl`1FTV%FwvtDHpI?POQ1;1E7y6 z6!Vq&p=*Kow?)4FhmVFZ*6?58jr=y131OUAvDd}oWzdq2Sn3Mk)7JOqT7uGfn+5`kNpWim3cZ^LH{rpv=aCF9) zm7wNz5GqIkcVTp+vdrlun54*lW!9-s0Gq~>(|w-b7@>9qUvctSc$~&h$4shoqG6~+ z8FZh7>cQ%iFj%O|EHX$s2t20DJqg>udz16IixRUFX7@>dX) zk21+wew%`lL=jDM8Ro>83g{uptwz&6g8~W0qo`L(@2!w#6fO;& zyjt^2%~&hR83P?Vq8VIpo|j9RIg(Xf(zvbcmdjI z!~H+f?5|BKC>#CWUjv_`enJPOw^y$_pFi*?eDe#;U>9J(E=`AuP?DNav?CvQp4L(g z6`A4&nNfD>c56{-V$hYFsi!!>^{l$lrHN~~JJ0ZnA03B;U5``NbG`OfM7k}*I-?`u zG4}Y}z`EVHWwHILkBJ6?V`XTo=hv$dH@gA1{eq}^qHz^|I`uY>52H_){8D#;TmkR2NsbFL{j76T=()&aumUlxapqOfI9kh{xMR2>bCEGXv z*2Z%{QsM9Q&&Q~2Ht1e5^XleNG3P%LI)0x@tSslacJWJNp7h6I`TNuiD!bw#k1BHS z#h{|{H>x=_w0|-QRaF9z`LxN3UaKV&FH)f1KqD=S=%TNUnj~A-X@Eaq(M=|fNK<|# z--=h;>>srE>9wRnUi6Rm;j>rwHxv_W_Y+JnP0!mAUYJ?kC z?gAA((N!JOlM_03wH+byzuuv;)x78QBtu!T!dj48cT0~?JVLM5C?2i>2^TGEzAwLB zXfx$kRy^o^XI7@kr4O#V?{}=sNGEVNKq~|5OV#-dIIgvR|CtdoX45p;D0q-95HWSx zJJjv=p+yD_vEAw;7y6vj>;%mH_+^<`@FvDr22g?5`}C}T7cj$5D~4axP>!}4H=!Fk zng33q7PY{wpW+vFx7GE#t7_DOWyJMiF7OqhMazIP9hL6W=j*g7Jd-*c&&k6jE|F0Y z=mkepC=eg|OkfEB&2WNwF<^6m{C4ED(okl}86FKKi@cdWIv~CIIMW9%wW&KC9<$@j#HKC4jzGDu8cZ)tHrWAs;4IVhqx~M@I%fSy8$&Y{ z62pUi@oEeD2)E0`*|+97esu#|ZU77(x{RtKPh2P4mxUwC9RMp`W^5+2g5-uos_kG4 zbutw+$f*0K5qmd1q_BpA7g?K!_q{nni}p1t%XTj;r1`7z0*YS6K}PLmr1pGmG-`iP zZxv1}$Gf+P`DZELHQ_$lZ13Judr)Z(%WdTR zema8TeIV?=tV;^WLQ0wYvz|_y6N7UZ2{1g>(His}NPNhzeHTOeDR}9cz#7|amwk#H z-+*>Glvl}Vf*mHa12Y>-td|h(JXA@s%&ky7B--KQu+sPs<|Q7{iV9L+XNcw?q2gmG z&PUaztz8D}xK(k4gqBBogVN7yl4?E@hiQtp0xZ`7>X&rLV#UBynom*(g!gg9Gcs2+ z3ru}CF%%kPRr`kMgh@Y?gGRj@P3{`WDOeg7RvPbc7LfY1UtK@O4cX(^eB7&7x*-$k z6>_ggdsdm>8YUoFIR zuQP0?6Ta>=zaOUaKbdm}lC>)&TUMvaz%sF>-L%1#jzjRQo%bW@tpO5I^!@}eHuzjF zy&2%P}2a+5E;4+CwNdG(4kk%w<9} z?bmd0E34TIak!Lmqfv*nM@e>?*ABkGXQgUw5`-0<3`@16urOv0l0;WWtSde~{u;O0 zFs|X?nTSx%(z7&2@G(ZPfa)_UKdAnW&3V7I$7a0Vke5z$h@PVhwF-?+<#6;AmCxb z8@1uwloxNF8_2I|%oJ~HUn$b^x<6X20)C$r=Ua3Ur?vUwe0>Yb{GfD11q9G20{V9C z?3N!AB8ec{eZvX2Ox4b5ePuUzOR2~#xp$KtrXeor!=%`0*mj14ha0dhZ)>`m6lKB! zQtr()isr_0W`{Yozj_po@b@v0daqGTc{lO;c0--BHDG$J$BoQ{JbZhZpSj-V65zhs zI69l$D~V!3*mb|?v9_d+l6LAKldmD%b8Gb`(I4scS@G=Hw`OW5{@X7N<5|u~sN}8; z&5Nj3K^4l*h4ZK?EZPUENf6Z!I5?#UJetrTsQ+F!qUJ}1O5!PPCj8QAOGB^=G!p)= zmxloZ)uJt#C8VJN=@*vEMI-N&!~}i zxk^;-gQ%e#08Ey?22aD zIg%zFT_D2B2x!0k4BlPvFU%fBnt^e~HR6A)2g|4ENylZ_d}K1>gDOK{Q+ssl7r z@+d;J3WeHOBMo_=&Q4)h6c7#nO7IQ^xTDK9zotl^1#f6W*={G%@`EfA&shdL23dmz zzbSdM{n&^?CoZo>AF}AXB0s)7{Mzgi?T$?nT*n3hO;$;&1QeCCb$e6U#>IbM*@4v1 zVv7H$h84b`)lpR`Y1Dq>fo6PELtHWvP|rstn0 zbLbK~YV?Xw$;__bacpwO>D>9i4Uc3fWtC(@ofbzmLvxaGO8Xd2P0hqz*b7nftiRmF zCqEB+#az?rxxxodn()6JD5hILROzKEx^E!A>E56w;X9P%q^E$$lLh+EFGJoI05#o0 zS|UxWu7QSCXbV>9(*~Uf+NThk`gbC%HABoVRMBgicMm$w=XHf?r%=Tr!t1(`;))lp zxtqLb>`^tcSK+R7>pizk^5~{`Q3_ILs%t@F#Dv(C=6~dUUu;F3vmWiNi{XY<1`Sg>Q87}lYfYaB~*EP%jXX3i27jbOr z?|+ww^+o~M*97@)&Yz}lQIHCNhA#Qp`Y;mHzKc4m*ZgTEuwk?-?aDC z5)3<8W%17BNzPy*7y*Zj?3ug*D}#*mnRJwR7u`^2X(g&<`&Nj)k@lZW|2=ZW z;JEYQdpQ@DDnyuSI(=7ZP1xeTV~;WyysPjW_Q7q9B`L_jg2Id!-X$@M=!w4qXsPEy zbV4)Sy7gr-?yn&yl*_bjWBRM6rGcKIF0mSzW3A)_6~V4y@Ich;cg=CGS@Fll=QwW~ z=0!zy5tz1lC;KrrGZwSOI`B_oFRwkH3M=HZ=1VRZu}Mh!iVdP9ddsCYiPl1^xZ*)L zY_#+GS}Zl=Y%(^nFeUd^TyD02LxdJe=!3%g+{O5|Q4*yNNp&;(v)Vy+FsqOU3oTo} zs^QHJ=^Tw+M9Mr|YwY5TrCb zf@wz(M!9ey8TQt&jhCnrZ+?;-3xwU) z=paxO^~#L_R!(=*eIS9Xp8UOp4%g4(ldazc=~{H{T2NVXvo{QuTt<}l->p17QU16- z^Pd%wX{%OM+|y^JY3JK$=aF{iZf&$ak`=SC*aIMJ)Ym92-+j+Q!rnj0QxqLL3wnZw zh?bepjRb6=N?5+yIdZ9RgcXZYe)y$J%j%z|7HQ&!IHEt8M=kMNLdWWN_djx&dUbr> z6;?gb6;?&8sk1x8di1yl#8CIqng2JSH-%T^{0DTv59k1VlH7bb*7+z>v1O026p;t} zb2NzH%va`yE!-#yx#36(e?F!O*#cxX0k>_8`0Dep8rXwcHDD^Z89V%Z0y})Q_k~RU zrYk5%{n1*Bx^WG7iE;W5G6ukFs-mB@XupIs{fW$w%^DT39)i^K#dj`Ua;`)Jafl#9 zBSBZ#RbMWM>7YSNhz$tLa*qWfcG}9bDH5aS0_Tm8=lE1BVo?uHx55f z_x89YW-fT(^k{$4b5%REo`)D7sRHWmhMSjlsJpFw2R7-mEk)BK{UWU_-TXo}l=FHv z>FH!k2^VP~W+5ZWZDIN?xtcR1@T{4@cdpl}5St%hV{%bQ6C|ZmP=@jnJB=wgJy2;) zGSme@h;mzUhsT2aPH4;#BK*fA+iO(7KCcq>h(M6$Tbm@y5y41vzZa{-B5};;FSDE# zS%?#!eykD#IVkatx;s3(fIrY=6mb8q6K|-%!%}k!HL#gU_hSk2Wz7_n?S&)A}VvQ z+bj`sEHL;X1?60EG-Aua`Nh;D?dDt~-|wg|N;`FELeGD`-qyAaElgLiNaf%|($=B$ z;Xv^Z-f{V?SZQeb92Z^eTT!{Okc)^gOOLM6kt1kFU`k0_pEO!O)ypW3vsEw~0`m%* zivq%l6~09O{5#S7%Edi*Tl;eUojGg?3yi$iI-#aTa`6Y

AI;BFm?$fTqe%2_|;< zhIega9@bRmNJ(+OQh(@@$iR%9!Cd2BWDN@Z-0X1LBY9%#kNi5#`C&GeRFmpxQ^QU5 zT1jB3u=8!L0qTI=Y`U&&XIV~!#IhovjV}cXWg}#2R%XaQNVIF+!LwisC4hu8%=&60 zZbHVpwy9uiAC+)KP4__{`vGk+&r}(2OiCm76IU~v=xG`3s4w?BWl3fM6N=^MTA0JI zw=g4)+&SbF8%Erc-hVKn#;yi2#4=sipx;$E{VoFPOdrG-m7rz7Em)EGG;3pZ<`vlY z{Jc)u%7xP4nDek^M>>Oun~O;<>(BW!hGR}M>=K#NT5SzIsaOSsrs8QvV`bRk$9(hq zzub`QIb~0$rO-nvQ2K-FGMuDRDQW4o(X2~xquO}1#(@;4mE%1MagSKwE~bP~jy#SYpz`V1YZhsq2F5}K|MRR15FaU9f6U$j^P;K{}MoLFo`_f6Z_fU94H=ITV?;yz3}O-XCC zzQ$N60Ueb}6ny@AI5c&GSk@44aIz;drR#v?-sWb4M#yRwJ?>Ws&<)}oS{j1pBKNI{ z(MHR1NV}1~`fDI2kF>n9G~gBIU-K}LUQE~#?+cITL?ECxkqqLD^firs!(@6&g$+&o z+?>8_#8>UJ*>hs;B%FTpCK|tbh0z-es$=OOW*@d>dto2^T(+`zM!ZU~R}$SeKIJIM z8u7~;W&Sd@T(;~o#duclV+1r8^C2XMJ&}Vvse?l}g4ab*a)e*VfmR2@f(WvpX)IV2 z3Z86B0IA}D0Uj0jaRL_PhHTj;rQM#2y-A46pt14!V%^P0fAag=_TGeAcfHd#RQW@* z_RkHWGzTG){DF&Z8Q=N)JO<4{b|UKBl|9mtm{RTer165>1{gnh37xx5;b}L&+)spL z5z4B6k3n0~9ov&FI@7mBMEpEt41K6mnkQiiGCD4hX>;<0=rMA zbwmZg4f^yw{n9OrX$FXuY8T$Ej@?_X)zh}6R#7+FZWIUq_@+&_P(YP+iuZ2ahw_L7 zOWYki^P%Hd=kf>J4MH@X*;{H&MN`+phgkmMzSrGyW!C)HS#sz4 z6y0bu@MsK*S9gzlsMiBl*%p_DvB=-vG~A zJ)W|uuVoLUfa( zr`9qr@!D^}t!xG!Nz-vmZ4KFqV6?`*K5=E`(A*xfmBJ8Ji|xg4yS4tNwKHV)5u-E| z{2DeX&JpD9^%tq;cU`*|35EMu*KDZI!RuY-VY$hN59$jnACp8n|LbXSzgn zLN|T6O+3)Ceh9x?;hxwDCOfk6i$?Q6A{ilFY%Xy^I_Es{rqaZZD zRD+%X6VnA|eXrS|A2NUsjAtFHwN=SBi{fO```J0F&6;02{y|ZjwOdC`YxOLxCjWca zCK06B1MgLwz=7!0E8%XPI79cEv=1d&U%}PXE=u}k9U~{jm+Bj_!y0mKP zI3bfdREy|+g(--f8%F`Wg`&Cp{= zcjfIHjr-zN4J_U3gKN;2H4lr~pP#(9b564L;f8-PS6s38Sp$GE5T7n==9z|WTBLQt&IUB>)2NofT1%Y&~PSVMkHD-WT@1)+5LIp*EBC}ZJRNJ{pQ*6 z^X6Cor>_CG7pspKy8(|EU!N|YpMD2C-&~J%+}?NGUk8*lT%Xmk54#TTk>tNyC_6^ZMN`F>WXLu)SSdEMdQU5ALYsFlw3pWB;f2+i)881$c9Dda>`R!{Z{ z-Y+OM{9$&TL<8TFmOy+n(mvzcw!naDj+L{QH4!7vM;3WERGB4dd6N*FnPR<1^LT?b zy75dg9>d0Zz8)PK!&Z zLRxv+q%4kjbj?d?Xv}A=iSB9ROj6M;e3KHn^$&(Z{747%trO|$J^XTIGMNmSRI$z{ z@#Z@L;3u-{ivF@v3EPO=pXDotO6wc#Mwz}Q_uW-@gGZh_9=3N~V?ZLF$VC-0!cC15 z5%cNUegAcMzuFZx^iDXoKadnGpW5iUM+r-JtIBknESbluBY4w?cB6&O-uzT_q%(3r zKy3m4`cS&jLfwqbYhQv~zVbyXH+obG9`%Nn?(54xRn4n9t%G%3tr@GmH65GH+7%)Q z8=1@Uqbh7U)dGDx9Eh{MG8L5fvyRZ%c7e!_Js!{%8rv-;T}ZC(Le>Y9GA};R4-1qr z|EZ3wo~Vxe%iALbj<$bG;jvJfNa4AZa+ca#ftk0}a|tv+AUus|9N9eZ+f8mTfx7r0 z@>>WJi)_IV|2zt#*eF_bs`?=x+6qbUelboS_)rS;Q-1iZKO&q>tIIYR{K-kmO2?`9 z#8`^>xB5GVg7VfMu{O1>8y*~$JI%aWGlNCURgCPcRX1d>OV1$5?$rbuuH7;YF=PZTrv^mdtZ=g9p9K(ev`wTTlLye3w?O zgmJ1L2Cz}TL*nYaoRL^0*jtHb1P*xaU1TIn1ytV})=( znyJ6wS-`}cnQFxDfU&htiOemkscw0vlkKHkS?9?p%9qI!=CF|+bKgO3A>Xn9yA31n z{g4{aJqr0V(jmVbQOwPuso_YyNkK#{z&%vY%Tb}9^m4TRmwD{?O3CGUTmp!1+V|H0?`AACx7buULCCA+eT1@Nye$|lZ0sA|A}=dphTnpv5= zckratgEnzca`JFea`AFd8vGqC0W||U+=cR`?!&(#4>HaUZjS%Qw14{lw*Gf*YEV>X z6MGlO7c5h+|2BW1bai(7YsHKG63|hSKzA!spsLLKmm&XIxhl}b!Ohte=tBAOTU7l& ztKx^s|DW0u0{>&y|6lEi7npxVDgcxK0S@lJOZwNqNeSTO;o$i{EnJj5+&urUaur7{ z8tP_?6FlK9LQ?POj*rnpB-S+>>Cq#Ea23~&p)cJ=pY;%eW42L&>y};c;_9PO^Q!kB z2!QiCI-EyKvXn?jMwC{dDu}bK5-@!~CL<5wl*fg8K0RS5s z=H1}qSb(YUN&2<6CAU@6j9~JS3Vh^JUxhQy_w>{g#{rZ0vGTn=C46c4VCpb8xQR(lcgsc1V5NF|eo6uK?g;ZgGqbSw#u+E%_Sl`T1S{G>~`n%$xPR zv5ERBK1yLFK*x^#I%HsIVfZuz_Nz~%DXfTY%SM)yxYxY_(2S$$9qb(ggt&HlB6`1I z1?2=Bwp_UZQFTzXdn zV)%QR{`%IA1K1KDKw+4F+xKHxZ^l`skBj$r%zdcqJk!H%pqWNH2H>>xP02kIePFi_ zaK!B%ZHOo+u*0v!O(G)anDehEB4A5Ls+O<$hA-3_xcB9%&)nl89N5iD#Ab#cudd^OQHOB5hc$eL zppK%%jbHH>JvbGt!+f4pj@WrXBYp3&M-YBF>ES0|mr4vwYz<9-oa~)cZ?gC^!_T}e z#wd*pK$w~9X+UZ#8~|XCk6<+`ljG+^uU|okjJk_)BqTmR(vs6k^s#zF*<%v ztHRHM09DigBH)^VPxIbvU*`IT;Pe??_z*LPw#evyv$$sPuj{?AdLXOsU5DSfL_|}2 zKCVoMj?GNq-$e)Cc*qFI-+ExHuD~3Re1+<|OmBHOeRrO?aW)@rU9qk}89&cpJ{#9h=Y4(-#*8D3!f&HKLvhWonWtFW2ggd^}tDeZpLIj z&~<$H?)QDKTnyz!awWyE%I)2B|mJ%y=0Fa{w{&K zhkxEQT=(sDHRHC7AK5@I+Q-hy)v*;Fz!312NLtg3=-^8!b0035J{Q`C@h z4TgTOzzIfc50ZXIY3%_VgCF%f;K=yYOZIc88Sy}0ON*C4fmb|qLNa|w`}&eA+}NBL zXC%jY`%u1+jE}1TWadWdH~6B5Qd%Fslofz_aqd8!m1YyBBcjJOK*DI)3g#C(50&RW zY^MWID0vRGA}%s*1NoohSdgh6aYkyMY&$Ag$WhZfgCO*d_ZfKkkFjKHSV@#CZp=ek z`1ND3V1Xp`;v7isPO?W{_*gvQG$LEAU7MQ%ZmJQ6D~^J*^SjJ4jtC&%J-T{-yggu| zPencyJ65Td<>99nGf=_=mT2SifEPF9ZiOJAFc+X;n}_=Xg*~BhMPrwkxb%7mi!72P zhv-Q1DWYy7rW_&Raou3fD&B7B@gCL^+xAW(sCwZJLXM@KT6t40zuR-?BGN<_5H{bO z4va7_v*DV1A&a8E6;lr9!q}m5+Z5Vd6Bp$|fvxvg-82sHCdOyErRHTko09d2DxZE;g_I)Rw<-X*NcQ>NH8;L|9~bhGiu$eu(BM zZ@Bw7tg@Yy$8-d7qefwEq9L%0Tr~C?Cj!DS?m468!H<|r&V|Grd$i_jZDeZc_~#H` zeZ*EZH0f+ips(hu)znX0?KM}suG@J*n>O3%DFJ>B?egjLC#iB_9O{ZoGPHQ{ zi1Pdw%DnT=9~LrVtAd1b(@;O7rxzfgYn{8~FdSBfa_(f}y_A#y8on%YV(KCqVRgQ#*-aBZDs6Z?6F-nwiM?8yh~1|Ca0E+E z(z1&+X8Q;qD4nUrmqagx?~G1y3SrtB)S(_=`Y5L%)RzoMm23qjZH0g%Pi`|IChF_Y zQ0G?cMY_!2nu;opI|y$OkV&~hm-DJ5`4#aRpmc)aLEHA7T>*pm%+S;QNFM2ToR%?1 zgFFG8waaaZM^>24#T6FOHq+o{#HVMgs7YD;v;4_y$(WK)wL;ku11)Lf`> zlT-7|avcl1*$b;lnr8$1v8ngYg3mAFTeH~>U8=D+9))HWJpCyO64v-2o7GCpf?gG< zs%Ixux(r4qnuJD2#C&F(?Mj@@$_~7r5^r(&o(#*=1u!zu(4(B-6QNR!UpPUQ1dWVB z(c32_!-5ZRk^&$L8+SxtWC9UZ0kz?jb=>X#gJNM)C89!JJXGQ69eh84N?1d+n? z#bn5;Q3CVzo0JD5BF(cakNLD^s~hTFO>BslXzTlTcHb%P4pe=Kwt%~-*wqPnDayL4 z@9v;b)kvecJnQyWN3&dZ>uO0+%tXmTdE!Q!GOz0vBb5LpNMtc5PM&ZG=PCp*H>h_U zE`kEz&7_pb4iL$?x?(0woixx#_XO6jw!0;z$j{Y4q~Fr!&a+Ua-Kk`uJP~w!FpQ`| zsqP7{V{u(t$BtZ_Tp~Z7sZUkkowX1r3z3NlS0xgN9!yr|t5{NdwX&u~{TkWMB6B8)=8qqUo8RU_EJ&r;>u4bY!gfBDj+)t?8 zKXT#gZ@_Mzp%!atQ-Deg+0kCCnqCONp*%AKlRHbVW~@SvV{-lg4meK$6CEWDAHe0# z3Xl?#jck?aeH1&W4#)NjFJ->)yAuC!usJb94?sK1zV$$r(J$V6 zmz}=Y#JJt|N2Etu8R?JfCO0nJX)Wo~SrpCw-l%&$w*?8kgaZVpH-G+vN17}9yHS}t z*vmPPBe$#{WKzBG+C3vC=iy`vZ(t;6wWLelYxo&&t3kr`W}-T83k^3B8e6va2wWo4 zSLZNI)QNSLzo+o^30J+;m`?V282yfB2Op$!N;%#%kBHRnYszt>KC>H(rBr?2RF(&M z5HqSOUwo_HT(c!)Sl~TTz8Y!BfRMoAF<#@y4Qza~?BFS@;GuYO#336K0&PN=%j2y%Tb1{*qUB)ZsnBL(?%$ZIl6!~n#5^XioTtVr{S>mDY-}^CDLFuE@pzRwyNJz zle{J{Xvm=JPUDpL^xu!Jeps#&nqX*9Y1PaqjKhs;X-JLQBFygWsbq8w8`X;cet>pX z7ZdGW+dg`yMhRu8A$+aED{&J-he^)Sor^~q+%==4>71yzcvO*F3b{yKvt#|qWfD+R z)*~`Dx7cDpWsnN-@~&3-={Xqo`_UFNAK2JB42ClwxRj<$MsIoRl?0yS!u1v^29in|f z_^*w-#F8~;(gyps1MBde3exl3BPXzjx@F;;zF!d9wdkgWHJ$-mY==a?HDQ|XtxZZ$ z*Zl}HmzPi)8r2hfb+yYzQlTkWLi9Jz!eX$hi*rT86V8X6a_{Mu2it|uhB+f?x|S>5 zz9PjmYpo?D9Y>f98L~66wj3mU{=g5kR4jBf)$Sw#`;B zk!K#39x`3FiS>(CzJ0rHCTE{+_y$k}v@DO$0JmO2R#w$cLsT$0gz3y@jb4H)RhaRi zupKuNhr6L9@bqb3X?vfwb6aT-Atl`lrdZ@DV5(tX%>h2mTnF+{+t`E`#Y2DV2V)IVBIi$4?yx8>n*#W@AFmA)qTI zFOR(Ay2jRQj!qzTFCaA@$PD{5IX3FFMSTI(@TlgEZL3mbluXDl=7?XtKIU!`paU}c z{m-*fCp7qP$|;%I?u^)+s3Tsy+?*=WYJ(x}BqeKo%pn?`fyI1e^(p)I$kV!>IwVf4 zvrkG;=>@*1;Il!owI$bk)$xjgAs4rOFyq18Ksb!;s?YLi)RsP*iJ0Z~hAexKQJ&30 zq-MsK8l?^tLtQgL+X2TxCCVKZ`UNL|gkGUjfod)1Oc%jO)?Y0p->wVEO_BH+xzH>d zgV9M_*t&w5NRMLVF<}g81#oZ=9WOJ?*nYq>-w!xfgj_V@kcy$KR**I|XEOtQ!!)jD zF!Z-oG1z$MPkfOQ%h65Kz`R5c`#}`3=d5gWR2&@5P=k8mJ%z(+A>q&_za9t@J)Q9D z?9SU=)PCFySJO$;s+=tDd_P&HvFwy^eIXW1*E1N#g?v;f{M(3`5%XjNzVgo8Aey)Y zBjVsx)zSV672XWFPY#)o2)$!?3Tc|)x6S!%PYr>}P>M0);C8+_`CiJihU zBM;E;AS)h0O{v2MxYT)hi0i$ld$BWbIxVes4m7QJ&9{m;+nLB&wa>7E=t4qBfUwM+Y{f9Bi0=PlhQKo(H;!plxfi_O(5eb zfi*+F=14wTP&N&|PxXRKceyt~lItfFH|*n+{~!X37Qx;dQ=yO#enN+>_fCM?=M~*W zl9Qe|WL7PCx%c*C&d|mgr=(TC#-{Ryo|5D2ZS4$6MQ3~>@9N#JS*qu2iozSn1gOR; z;(;CTcgyOWyaqSQZDs%jA1gm5|6n)dus39_#7n{S-pa{^(A#T4C6ZTVE-b3HSXriK zB6|cvV2g)RQE_o132)zKiAggQf5g7#Z_E*8H{OZqZqI-z*G3zR3B+n&Zotm&$O}$y zB-otJown?ECArJ#Hhv<3+i%W@Oci1<6Z#tQI*$*3y~bfPr>t-u*71jlPbgTz=#pm3 zHS@>xp(D#^)svY-z&;>NyrLvSpM5@M0XFAQJW7w!oiBcm1 ztDuqEy6UC~0-7LF;Qc)vdZG1amc;K#>Mdu6&#D8Uq`!j%FcxOkm3R6aaUEB2<(`Wm=xc_w@&&jXyM0LVX@I{Ox zrnIS?sL#59w16x_&f)EtCgvKKyzS%#g_J13eNW<;rx)8>$8Rp}-Xg2k&I!(myZHiZ zp8261Ksg}8DzyG#06qGGu7nXbSydV2lySm;za&2K5rIOGidkkHgs`U&pC%6lixSZ& zu<=MX&w4SWk?IM zGOVYV%}47HW@^q}0T;j6mQ^o}wAaRYKj=`GN?1m)26@i=`|x_E?Phb_`~m z%UlR=T+Fp$q%5F8p)W3Ox4m!4gU+i9W1eAqJYn*)bo04NZ&iF4BBeejQb|&=6!ujDcF_^AFn&g zST70)j1K}P7m(C=@tSfwJQT)Nf*DxHWUP{aGhFm??^^BxBX8S$xW4L`9by|jC(hHIEnAF{OYPX@9c=0z>Ic49RE z;L}D3@Qh#J6?ls?Fai(-l95-P#vQut81d4Bt`64gh!L!&l`B~xx0gvjeTLy?%Ofw$!dTAF4X3^OJ_30{)T0!IaAyNvl=y05c99y!d zF${Y+mxF}yXgXjjF=Km+q7iJ>MsQ=yO;VpUCdO63PjJP+PLyfKxKOr_^0Z~B4uYuS zciE5D66xxcB_UZ!o~GAofO+Ki^eb)rFb3P}@sx%))FsiT1X$Q(88P)%UDJK#k(Adz zz^<|GU{&y2`2`59RvV(|>K)>R4}5OK2saOwv7fHx`EgYXu!=Fxh5>p8K|DJ_3b{2{}DV#Q;kU8+fUaYqu6Qk`p3m!A_X6)L9FZ0K(a~@2QfHx6bKTn98|r zE|9zW>i#g+e0(I^;_GS!xfC22Sh`p}p|Kv*K2d0L`58c&?UD3DBuP_fNjPUTn!)5j zNpJi`QE|+MFGmNDNfQwa@*Kwjd{Qa|Ft&bZl?-5Mz%<2t?Qw|#kaVR|yvIkfyzB5G zQ&oB3VkaNROT0oKfuR-Qkek400guMq_?!9gIErfydGpcoPqWW}fQ$y>f_O6N5%l>t z11l@hz;SjT8`EJ~gHfb*^t4r2h0_M=k$(C_gW|w>+}NcpRg!TP8s+^~{KQ*?u?uwh#{o@U4t86>Qw)6%zbb4Xo@{+VlsW$JsqkSpj?V|4b`Q~%r%}s@ z!{Q@Ak|^M6-lwDzgN>VA5TDC-qxDf#W6R4V9tkFJFH;RGbj*h8ux8c)dM*5 z_^0a*5lM8OE={J8UDbCMe$E|*tVAzCnc6$}FPjB^!Z9U1qin#g9gXM)A2i5cWlZ`+ zzBbJ>vnqFZ#UnCyCdM!J?PPo8o)e4I>J6N!p-J>fus!+P)-y=M zJ?SA~av#p(CtuDPjsuX3H59Dv-l9_dUqgSj(8_)X2bbgu!(fn^w6_gF91WV7J}YVp z%O@UB7}^(KCL?SOgvSE3=gAVElNMp29&lx^9}i#h41juOkIVL7GYk2kGKBU&#hgNw zExy!V4^3G-f(<3gHKyA2B!lLgn#Ap3+|1lVB46Sy^4xxT~BxByXF@%%|8ILp4u>E{MPU3i9@viQ`%MC2#A z?;gQTL}D0EDs%XotbWX}tm44*#HEZY2*Al?migKdkVaI$Q>qtzMMm;=pUx5Y)h4`v zy{a5;eCHMdWdNC*IvLMJhO-L3UU&46uONN+saMr6U*MQ0le9VKXwJ1+dq)a#jjq_r4qH)cJ-b)Z8?hKn2v*hi2mG3B_Brv&g(A$TQ* z+lbs60wpGOC)zAxsdCP6#d5+P6n9K(zbds-h;H@$a}NYdn-U3L-do$V*c6AFOw$3JUGwg2Ufzpmj#$Ljv;>P@+<2$&M?>}19Rvba^Fhxkm<#LUZ z)lwHXB9z1gY<-i|>C)T@EfrCp+}qjcxB+IO2IJuwiLPdqsm*2QHeXLcHkl#>6x%RL z^sm;JTc)G#UAn&)!TsXz7kl^Ls(B&c&ESd`=$v>`GW0-zMh8=+@8gfqR2fJtSt4f@ z7!J#-QSqRjj%U763{jw&*6@<7Y1r+r$zPX`0Facz{z4jJ)O^s=3~sJ3rxVAmC5Aq> zs5=V-!f-hv=QYn2T*H@-X1KR7B-=d^2Y{bjjaf=-=_;#n*lYV%>A&YiG_Xtl4xri% zyzmk&Ic3gR>KKceS0za3*iB~@saxy9mPKb!WO-sW+jKrYUa5~lyed+m=6JO&k5RsFM=%4wHqi4Qh_0*7Nq`} za{Evh(XHk?v1cDViLgb2Fbb0uBNO6{gi zX}_R4A`|$f^TP7(~T38fzY|&pjp=5(Zb~TI@iEY21_->0>@6E)Rr1>z4Dsd zT4R8Do4vO);nnz~6BsDe3uta<28@N+o4ESSjD#Qot88(P(gT-NsjfBL z$-pOq#J>XG?bM|LMCQE*qgIb^J-j~mhz@W-em0th8MxA|?ZRF+OSqneJZdYXT9#aR zlZx(~nfS}Sh~4gTG{}LlCZ|!vr~S<=qGInN zRwic$uaLZw#%D9q73`oxZVZaPDv~vh+2>_)X+ktN55S$DtS-KWi54zu1g^px(DV}K zi&1SF3`fAMIJE93kB=1Tdj1YJy?q~-telGtyA%!{IMr5nJ1S;SF#)s9{Dw>RdTsaU z8!BCjm>w?n<|GUvONoiF58cM{sH)qPV9_9i=Znc2?;*v~@+793)=lOCTDIIrH)66N zVJOTJ?|Zt zl7O1uFG(quzi*>1yXlPIgu3xB5+&+WeauNzbEW3ViHlAoqFSI-9|bs1@P5d%i0izd zPsgswM8e0Fzs@K~mTqmW2AA$&Qm-7m&URlX)5t&C-}n z^K1d{N!YQ*zg6yEN5Z<2hkY8aDC&mcVrcMDhX)l{k4T{-@aoTe8cfFBGoHg?`s}B? zg>g|#S;DgDREi1YqrnI0=LSwJH3E)$^ef`UQ4xS-{Kx1Iv=_c%9px#?8ohypDUNeL z1D6IqAYVHfnY&uPS%wq3Iv%GaT?qhqsdVR5=n67nQNLA+jO<6AiMj@Rm*4 zD5hS}y-x0alvD6RJDuhiZ;fjMw!`sz;E{VAKs2$#l{u!4fGF6ZW`(QGYzieWgOs!{ z04}HLm5!b|-HG%;g&9;ZrAezF6wdr*U}9rnFm?0%mx{vLSWG_LpUnT6sB7Kmj`1Ihpf;E$-=^0J zO*`;Q4(3vstM+awpviW$P|;#^pRuh!ZRxb)y31y>)V1vF_i<9NQ}|b1iS2>aINz6?*1fpPS^(*1f&~n)c5|S ziZH~8oT8vkL@LSLn5MqY_`(Dcd6v%tZM-drOS{>6q+=!Iz zm17qRGva$gjGq?6#1x7g{y`^}k(bumKf4-=MUBo=g&i(3?AHwkSg|hoQcm3tO5=e= z)VK1}iy@vAa=GB$_JTpIIH-S$DK5Xcvvt`#3n#Pz4@c-3X_uA$dYOR-JcpM~D=Mvp z8OWI1D~88+|9J_V4Ci*27iRckaFBydSP9b;KFHS$+aHfPsxO7{^EYCpz$uisY3}W0 zxR8tg(EE|kQHF#N3dus8+_T$#lT$PJRq}Lfs^`pJ^_gwiMCZ9N(|I7Sf)C#V>2W|LJho`qN_7)gUv5H{U~&_a>#C0XN1&Wljkl z0m?5JwF4K65jMoFpOA9A(+ z)95WU7!l1UIu@noE7!$-OP4LvKGJuMEbVRXWi)W?GW$B4)j_w0lCN;z=%h^>Nn8}J zza=KDzqbHuKovY-&tjWXD* zZR4GXIper_56Y)UPUWGl2wDnT2DLOuKR3lYJQ=VGsXw)R3H$YK4A?>}$u~Q>?ABL6 znd&fO1aqdh6x;0SqcWGI5M}v9)}WzcQqQL@O!!3mreDE5ner1`w<_z0qL>~Oi{d{b1nB`bn z$}@T=)Rr41E(~2(D@vUdSgh1YLhENt_he{aE72B9<5ZSdBYLZQ&N%Pt)O#X#(*dqp z+4=!&@qP$~R3_sqjp`)rkzB#6LJ`kUWYVQY0K#uSt;Dn}>wgA#hg6l|QIWu2)@TWR zO2e$jubH))$q8x^F2j&f?m?nX$(mkwR$YbWM~Ry?<<%-uuRk+8r8a}FtGZ{pn}UaF zKaeH6Xo3Ury!T6$1e|NY(TOn8kqpMNM2Eh_x>Z%?){Pjxi`j+ikRhvKn)5HlSX(~f zN9br`i1DKuhi>J|#C4nd!s|*t8m3;P2GhfrXG_#@S0H_xs*EPwMyse=37rDdZ*DA; zAC1_bNG=@YOPJW^ArMUI)LDGa2~bt>4LOQbuf)t@Q}XA)0{A4>-FeAVuI{4OQT`82*#yR3jp@P^fi#l9$jR!(QV=`5n( zWVu==9uZA9BX&;7VEYK_RlY!+xrsma>%^mqyktJ106oXatVQe^zz`F5SQ?k~B@WA; zwI5j_xuK3WV-sInd39!e=aA%sG+)V(Um4t2H007dvD;H+@U5^``FS_VS04DaBt#On z@~+Da+ve5)L5KV(them-Y*kZS4t4lWdHT%Fd*Vx9`*6Omgh_#C`(=)Gj^C-=I2K^! z51`P18SzRlc?|`Qo09Yzdhf{x8Fk5dJYWrmW`mhjtpEO>$V;MrK1<`lj`}sPg#NYZ z2Uo+}zyUGJ83$TGZy2c^@M=&-cq~o=d>`*Y=1e5ezCMf&n+Yfi?UQGoK z*l@wwZ}CgnMhYlZdh_9(T5;JIa26zh8*%Nid-t=g0(vzRqq&Wt^ujhR--~k%Sob>T`O7e1~wH3QoMZhmR zfozeb7Meu?dEg*i`)@B|`(Z5URIvDgcXG{#iCYv@BGoKY2L7`9wtcoF_{k{II{2a; zoBy%XNcEDb^eyhfUZx{XIz`g1xLKPEDuy39y$c`ika(pAFA2e_w#URjfA}Qp0Djma zm}ro2S1ffU=jA~7r75`xok}F@A#q1lyS?&itCdarEXoz5W`?-nTg|tImzEt}?~z?9 z7kmm3>oI!)I8U%K5bWw{o}b7DV|(McXAhY^YKDlj=MhGi)Rz)99~5N`o0;isG5lo< z))k@1eYKG`@%eQd?mgW>hA88eAM4FwTpFea0pPfqS-w~>UEfmeqHXQrkp>#8oFc_z zVq6F6RY+NDG-Pc!%B-KyBMBdJ%!{4H9#R|z9XF8Wjr`7;$H`)_HxGAXY;KmP(hH%% zL+@Y+dy1GEp23xL9dQlse)>QR>P3K?_a#?fC*5}4FP8o+*tgs;-@yDSD$yzviZso! z!_YDexVo}jqh12#r}`1Y8C$~QYuV^j@W4Tq9&e7B-xI)9O<~UZ!_ah0*{tsuI5@HA zJ|eWW>SH>jo!PKorO?s2K}Sune|huzWj8$*Kj58x_fid)+DI$z<<#Ng#K}oX;HJyV zLX#~_$KY1Tqt+H5aXtwFB)V$J`Mfq*eSl8ZmZcYO#bB^&_^f%Bp|UT{xMSqfqES#g zbJh%Ip$iGI?_pt_;4wqe*;RYH)!vtn`O#TU;oT~;^cT$GkNKtzp1L_hZ`U{IephC$ zSypBuWmZ(?7UZ?$$x_@Af$+K{892Ht*vbssI24p5OMzCa+TC}3nVHfh$fmUoO!!3S zWFR^RRzFHjC91-fOZ77opK1b9))jk(*;XW*`Z!S(b%IjOeA4Q?|f}+9+Qk zv{BF|=`boHneKCkYP9$kWf43jXC{*d3RuJFJ6Ln5x5n)t-m#*Y8@xPMIy4FLd5S^h zFw`|00*06cVP8xRhh_r_GLBq8;2i`%f`_3GKy^i7d))s38G52OTA7{J)n zE&=d2C>&-|T=y36sAery>eo+~je4xMkS>}vHcBCC40jpJP@2aqWM3t!w;ml~o?l_f#3sdI^#$f=EU7Ge*qPq9pvn`L_saHiD`Kb_pVA$xSK(Lm8-fLl7(mFQ`3 zUxfW${5$45@ttQt&vAY5we}9^_>W(aHsENAQM3s{WL;~3hnnTxbiP_Y&O1yurY26c z#(!M|SRncS0$e_EnU#H$G{U4%2N*ck*%ZEMrwe|%flNXS8pm*d z!{bY-lfma=_(+*(NP|64ZZ@4NVINAC*H;)B1q3%;EU=S7uS;?y%u!4kJ|Gbi^5wR+ zjqEAehNe-IbuK%9#8N>HL}LY9F5W0umk+AgC>%xCU5%G4I$UPuj-uU9Kl}K$za8@+ZrS7$}G#(wFTW%v{He?<6t0>>wNmAQ5lsl#Fc|@`onP6zeE;PxzmU`-Ts@TLZp{S- z!tL+*gWi9o941lHPE_^rZ zpQZ7WfTk67PsgTU3O1m>5%OTuv4?)NRUCM6NRY(aw=NjR9orj)w)V^G#+<3n#~=}S z;`h4+o-J&q`VBMuO$6gQH^|q*I_^juruNR_^!xE4ir@(~qDFTJgXjX=)Y`K2&%%Hf z0-xzLs6^IQs^A_GoYCVQDfNn9eVOa9@$r7?G#T8a(-|GOzz-!Uqs^1nTJK#Ya?^4v z!Mj~E=rSq?`kR+fk-|`?B8}|WJfp?sh{aMifu+)PI?rGsGCh&sBwg!6%iK+vf!)-G zwcVkh4SP;ihf0{VU2k7fB%&Luo^>Sf`^ ze!M0u$$FY9PhItBQdg&zZL|S3BW-Zx%zV!qqqG2zw&V^79c_0ma{XaL{$OBgdw-rV z#?ykv1P9@S{IcL)^Dw?;@ltphn|9D!Y6L z`6Spy5u|^tZ=T4_=e@7vB|`JDQCo0J4G?rTjX`xJvk$o~sM{UgghYp{@E~WKbV@Yw zv6X{-2*Nk4hNM3^nrOz*qS;?BlGaaYBca+BH7nYQFc|4o5qOdzuWXI%!J`pkU$-c|ehbAxHVl&B<(J>Q{I3S$t9 zRTzkw1|r&p{jOKeCm6Cs49o~C5jm)JG4BFWpR9qO!89cxE9ZcRK1XqXHi{-9%S!?j zW8=FSNB&K1tx)g)n#tLuLVm@L`05l1&`t9ykq+_OyblTjxc%La@yy(YTyvlb=LAc( zJ(|wM?~YbAlQ#@tioB-LZ6w#Oksd=%U*rfG+N`OH)_x9u`1P(7RxoZ zkB3VA5An9Z-pM0CVjtYO&U_DC)(QP-LvigP4&h|r;pVdq>w3$^wR1=~t{=*8TNKc3 z)%yyVPm(t-G)GJH{TKCEn8Y2}JC$%`=kfCEp|;=Y=gpMWj8mrH7oXTa2rB15F{}xp z0FAJypH4-YeA!HajN)G@Un_8K8o8vI%gfyI=VM_h=d5R^A&Vw-OhWOwS@B`H68(Fl z@VXJwp{XVDlx^I)rG{fe+m90@Y8E>0D#c{d}S|m5XYn6y7Ap3CMfcma4*%F%_2K1Hb%vKN~+x)YQtkHr4D%^;pY*#a4 zvUk5#pY7>=Y$2aIZQv8O6Tu2Z$}Y+dJwod0kqGTwhXrwFif_g(P%cQjiE`*Xyc&<< zVU{QG666|XCT1|TbUtse=LuGl#BX?fGi7<%{*?OeR>az_g|sj(gvHRUhIv!%)rJNo zW`njBuURRDE1SQ7>P>Aow5Wb1-#WAaP29c|cct_k=il22^O5Tu&;yZXNr9 zv~co#7wA9*!og}xEnZ@dB?*9sVE~F)aspoAL|w$DH^cpL@i`*_Q*Q+eGUU`0&yFZW zRpaM@rBWARVOSD^vrK9fLtd;hOp7nDs@e4bh3|jX8C`mV*=mnH|1}Q1^F{vr1>zr% zI@7y}Xk@Kt8@{a%?_>wE`gQZg2NLuJ9rr@O^}orwKVa8C$vP%hHr9WVZ47@Hwf_Nu zG5iZ=`%e_uZ?5dWb|BVH7`F+eM-YDcgrb`l2HDYPLyAx;#zyllYr+S3j3Yt~gi*hK zdUzHoUjUt`|IXB|$~4;MQ?pSww!a};lCS(2*qD=Yatb>dLmP-3Dz(;E)uQ;GS)VP8 z6p?AIZeFF$8(xtxD(a@C(lfe|n9b>dpfI*Ssd*dNF|x7T)~D>4eT0uSTFr=Bn%J}u z>Oyz%z7|80sMc9)?S{W(jX(Cu$kUQ;gf#+X=aYy#bml2^#Z^{U%H+2g7`jC)tB)C!NW*Z2UR7t zj{x+vorC!!!jkEJy44qwmRL}8bPdXkR?QKTHXYUL+hg&zYQ1hWPsW?s^W3>)U#fvF zs1sV1;-1c3mxwH`C(>;=rU%N|>~-a;?JB?QPmY-qwM>!j!*`@Lf$hExvO(f~?T)LE zHV^zIB3h$g;G02xv)-mh=7$x}A3*ebUDyA+fB)*Ue{?X@zraa`f02{_Bp3gXkV3|e zh7RU-PPPtz0egS4Wc00nV~q;R8WQT#R5Iq)2F{KOw$?JX98xq2#-`4H%US80IuiVi z{r#yU@Hgg2!@$Z;K*PxX8w#XnVj$pPWc~;3DDI?hWp2oCV`^ngK>wEpen-PUwB&D* zzmk9K_>=xq`L7H?eLFE@b5pZ_i6}Z5TdNST|6To0LhPT3KNkERpT-1#IL3eH8vkIO z{~XeP)0BTi|I)AMY~b`4zxgNs?^_D!I~xBf|Gz%Gxr3vVpqah{0Tbh2x}@~~k!E20 zThkvc|7zLaK;&O`{edQhZGP|FZEj;qK&NVM!*Ang{?ClR6sejUIhi^B=0$%Kl)tO| z=Yxsq4>J0jS*8DfJO7gwHpV|Dv9SDsT>t0s&)h%XtbdKBe@Xm(?|)iAPr%Il2h{!Z z`Nx{SQ-7}hc`&lE6R`b0|EH~gG%&IM`6>FB^q;H0*x29W(^lEW{Ld!mzsJ#UnSbw6 zhX1fnI>R3${?8kw|2wS8$jZU`-%!*^C3QQ+WlWwYpChp)pC9_zhBPS$poZgOeD#Lg zYiR~{0yt8U*#&xmb+~l(44z>D3jK9yxRfa~OC(b0^F!jL;eqLB3Mo!yCxTLmQutVS zX5>t9CDwCfAT@82aVJuyYs-(Hug=p?A8#CU`bdToy+|-p>Rt9-SA6^D{*RY5)`C5-@99gWBRre+B`m|sO8fC21on-bVRhZ{{PpkF{V%xR z&)BHsn}e>c`wuTS7ps#xGOta8l5>_Oy*rhKFpx2WyuCjxUs^3nmM75KtU*80Q|^ zEYQ>UUng7F+iRB6R0(G>S`;lVV=g3!D|PH36Yg&$>EX}7j2|mXXEG7)Py9ujtrOAu z!9;vbygOWS=ze;8aN21?LvUn{zg4?V>#e5ByRzl$A)f8@Hu90V6}h#A&0FZ{pmTS7 z>Mkw)Wb`tI-j=Ne&9lDZ`|9L7(A1-B}( zB@U&enDzTsAf}N!)uJyu9d@GX$WW&oRsm-@mSK`_*kr!Xdf7au0>>gRk5M4KV(98F zk!F={6_X^VcNPutnTk+RV!PH-|E`({W(q<}EKU4oG3CUN&N3vNy1~5HSRIZQ3bsnF z*=^UxIbHUn?M&&h_du2YO2ZHvBg5>>prg=TT^eJQ-Y`8pn9V2o-sGJ51FUrSjxJr9 zcbYT5B#nKvbdwZeLAb7*ro^(uX;lh#3n&;jm9=s%qwT4M-uY|kGLmjLukV#laWUH- zaKN|1B$qr}@7R>_v;+9u9@pCGxwp8lWndXDvKkq$gt<^Hnv;eF?Uct5D?QS4cFB)h z6qkTYoMGv?Er>frj(i`x-$7o;X?4fYQw>|IZY5uylR<5@sZnf)?CKHF3!aT}j-)YI zc7A2j+S5j{X=6a{!NS&BKDUMBn!8C4R1QE7Rk|{CBJeI=C$jrg?TD&m;W9=x(!!+Q z4AA=^3_N{jM;@l4`#DI3r4zH`G)E}|&d|C_0T%dd^S!%pd)=7*$2hT!x!Xw*kbDwOGZwCO?jMy%x@*-F}@S4&?4NVI=$c;0~g= zGVJ>de<8b3Up``ZdE_%cF`UjexX0dZFU4bz9@5*zO6{$8)0%2{7jU6LZHWJOc?S9j ze~_(4E{aE?deMW9^4bml^EGqy4(=5eMtlD3ZLW(I{$kg`YXgpE*?zV}x4s}DYBD6O zW@jn`P1c-P&7nK}!D=^~N@?z+K^5#AX@f}I%;=S-S#s8mp^vau(+0 z0`UO{SY7;~WoG8#x`kl!elxdUWLUdyzd}eCEnx9j^zC6HZy5&*NKX6JAcU!%b}Qki zYvXzv~87Lh*`Q4dJPGALjUHz%cKsKz5@77B+ZrOcJ6mW|GD zEz?3#Eeyk=q7)_Uf?`2YA~G9A>Z7;?hKt_{0|*Aifhgmq1NPBPxfb2ITMMRx?uPy) zIn?RmhWyJgNc5l$P^zAg96zyfd}v?9NO9@h!N`21s30AS?3-POR{sWQ>ijn?+E%4Y zr+$8)82J@*&kHORk8dn>@?Xs)RYr{#b#g$GXw;N!mh_19<&7PBB>09nAsCGJF7Z17 zn{e3>(AqcwyFwUQ2{#II3ab$1h*E*fL_;p;i4vc-_>Vm{+dVu^mS4#Izl^~DgJ=8i zK|wf}|0^a4!@s+Ee+QxX9W>6q@zj#GI66S!(i(tqXo404i z9aR%;Oax{?d0b@f*vSp!VWZ135|yB%Q!P*v-b$|)wl6m9 z>{WMbDm^GJy}Rw#$#wJ3`>EZ>$Ry%u1PHunsD_&458ije~%Jfu7_4tK^Jz6NZ5>yyq#rAkm=^$8iYVD%z^3 z0~HJ%DuyTt5UItH2~z3P_dh!!F%d##tyL0g8;lB+Iv6-<22VpfwT5zCg%$VEc z0MQbw!-B?W^3fGVxdsoj`4eS?9$OS>8RANQ;ITR#Kri$CMp1O6RRgXnK+;IrBUEm3 zlPfy4E_8;(f)$X*g98reWhI?EBYFv9biXhO80jaD!}C5~p+Ow|YFCV$?0$21v3y z2Q%qgkntAkH}n` z@MF>Y4L^=9;}cv^iJbXh3xTPwE$}7&23%X{Px~>0#e3sITu5B{hGE}#(vL-Q+-h9- zN`d#(*;eTUcM#g64qFw!In|A}x8GPL^2H7y5GzPc@rk}~*7l4~ zmZ`x6>dze4YmWNY9Av7GrNQsh70V8z;P^rYe+4Kc=0C2;3w`(z#Rs;u*H!ewQN&J| zje)<*^CBpA%xnf@(n+gG-`GueH;yBBBE1KCa6SxsF#vH?3%16XQE zj{o*ks5D4|sz%TtCQ#NG9n>%00So3vinNrh8$;MduM>|NQa{`Y5r8N_R3ciVFxG-K zW_YW|I61iHI6o<#3=wxVnfN>l;#5O+8@F{da3UlSGBT1Uv@on1hp!E@C{a{F`iM4? zg9mZ~8t`%N%|>~0Hsq>e%ktTp-M+io{HW@2HZkitT6XH|%T0(*GWy!9mN~(uh(k?x z^`_-k7WP9cW~oXFMB!J6YAl_xCc)bo`smSF;6RpB z<_GWJEEZE%ivPf++7hx;+6rS=)3s|!=QnWriCRetUFJ5(Ie1v}B6^#FW7DoX>+?d* zi|@0(i?I@pu28AH@CZ)Cr{Bu*~bY&X*N=Ulrf~{@O|f=Irgr?p4^h3Q0U3M zY+DAZ(HUhhCAW5#y-E#k-Hf2vU~*rLM$HGbS}h$wV$K%aM|2PZvw>n>YjK z`u#yo0*4y$cN8#%7!ia)4LS0F=>O}6)yKD0b>cNV5AGU~(1LogKVZ3G#bXKC=mR^` zRm&!JJ_j{}FTf@cK9B%aoEtkh>jL3~$VB*M^P3T~D#R6X z*#!o6mwQnDQ(6_tk*x0mtCQUG#$dx>UyoN2D$y!hH=qv?QTRy|t3BBRY&0$UwXf+X z67sv*DW(U-C@B>8y4)KMHOE(@xZ(pKC$4G>++aLY;>)^kQp1VM7ASU9c-OHv9D=w) z7$8_6k>poifSpQLPCk3)1lEBBK%79_dQv5&OE{RqCFua}akIJwI>3|-N*aFHT3|@& zQfF{4$s4iIe2Y#R$U-iCml&u};cJ z&|>V~>uyPV+KCDgx!pfc9csni5`8R!Gc^h4jES2fX(UKfz?Kpf;k5wnCaOH+#%kvX z&5%MB5_C3DKqD^}RPU=HlRnlX`ji!MUqt2ED8anK7gs42TCjc={w>mM;NHg$*{2~8 z5;ohzonID-M-ec{dlUMff$3{jb=t(M&dC)w*|p999=saD6+hwH3@eijW_7pTKi^5R(Li#1N))eY zidwT0jZhsj>>|S`!|p$zX_T~?00g;RNbH=0+t0+hwcadB||ew5OEMx$1;s?`orlQDS5l zo{d)0rJBVS!Rz2MQJ2z$aJ@2FA5)LOQk%01K3+AXW2!eyZ;i<^u0#Maib#a7B7bED3mMjXZ=SWO+L7g zNS_7z0Z?LX**gxkZf!$6@$c}DsB6^EdKO%{;+UQtRlCSSnIto0A#)iYvl20ggq^D+ zkV-N$O{Of|cgs`4{r=#f?=vsa!59A0?vEbiw~Yc&BL)40KE!#&sjR%6)gpArv1ekb zdYVa>JTWti9jy9x%byfYCMoRKjyDa|@UIyibiL*KNl!SA}Zp zxChiO$tn_ghR{ngp$nLk0lE4)Kr&_C%sFl_6Gb;sQ zPb*@JekQ-t$@UwJ zQMQc2Z!f}<#-aL^B+g0~D*A*{C)1vEQXbYPBLE;PX_m?#b8BUElsqeNYy-xxlqIc> zfA2>jI|{SO3Nnth&2Pf(5ntY>{r2?699hq0cc@m|ML%|hU}O{tN4sX8y#&Y?>chFV zsm28==ct~72O*1yjfj0?X>sRbj-{M(xRiq`H96?B2&Qqeuv$i#s8Tu9lEtiGb;eYk zj7a|Qwm}?kK(usa;x*96ZDG#4B2zL2KAn*OTpARoP-lAR-I4qO=TO@qFC%u=)*1Uz zDOya!VifjJ;1M7;!cy@XsZT$*fnR5;__)5_iYunRAiv=rGtVQeK%-@;E4WtT0kbL; zfU}{HB4XzqPH+-2e6>v0t|;_?kqXdOk;MW4g+?B1kfWEnvn(P3gVlwUtH2U7`(e+S zx&f>qt{9UO&*k+sOG|U3Wg6I+^ni75Qii!Bm;U40qKwfc0yoSgsYJP>?Fas+nt^fLCu=hO{riw9M&uLBWM1}ZPqO6dk#(!>Kd7n3fYxMZek7n*v+c59 zDZZH^X%}wY>hX_Sye*r(N%l{&OyIp525@ZKrhikzt zz*dPtpZ_x;7kN}wAHwJ@x2NuLwM+RO#d1$x_R2n)4vI*rp^5r9;zL_x+^LeU;a&BRAB`Tg8M(HZPriN#Rlk9QC2m8*8j^lDGR!L z)ZQ_22ijalSOs{k8Ty|PeN>7tJ%`X9<4-SOz)6ef_Y{=yhh<9tFZ!VdUvj1b~x+!aN@e zoA}HV&AFhEN}Vn$M1OMrucQoig9IU3MQ#;!y&cdp2CQPvYLjS{rv-eB@+_xT`~I5$ zN}o}KWAcK*o$Nu~8_(;E3JJ}BkJBab2nQ9)JK!e;CDr)%>I+5gc{?Y`)$i6bLjQ8- z3g_mmSeB?HbU+>Y%8nl=3uhWjlifI7yLA3?8Nrw6X-649+Az@Y2GG+wU_pt|a^jmK z?)}fZ&gXb~cHZ7Ykw0d^L|B`cBm?2Z4p&443*MIU+r2NuXz3|Ob-=|}&Fow;XDgAy zZ~XFR5f7}wRlTbXOw|JB&un2PVl@BW6p6(S??ZGVT~4rWSd9_lJ%tg#Y{NqhXj8>{ z-?#UWhXx|pjpVchy*Prvqs9Va%ha0Oc=6)J3z-gBSkv z2j5a2AqE5k?@^p}J}m}U7xOnaSCYyaSY8Zw`726{DFOcAyB|peb2urWHr%ZoeyP+X z$!j~5j>!Gb&BXbKcgdPu!Zfx3|7+$}*(Rg<>;F3!A%d2ECX<%_iWHMg)KeC@u2`=1 z@d?fafMrYo>Q%8CJG*d1&Tx3V#_AZm$&`J0x zd^`$XO|$Je(~I+p75V2Xl=jXs2l@R+=zj>N$mQdiRxNYtzVwWP*gisIH-EgEvy)Nx zP|l9`4>Xbt(U;Pp`T(#{2!Kpg93Pa?Op>vab!UKG*>G(alnh|q;PK;S5p5BgDp;=t zrKWl0A@Oumgw&9S7Qi`QM78lWrDW(pWO~7g6>YWk2US3UZ<@G zfF4k$DcAq@df4+B;0#AV6zQTYzA{k2d;OAq=N!29{~6f5<%eW$!{-6V3+@DwAv=Ze)eZD`P(a9pX04w@<81Z{|y-ykw?3Tm@?VbKh~|T|Kg)_ zMuiCgcYW5af&X43x_3U*^8CBhfhg~-FOUte>P44-DSbbb2deWQ5>1UF*Di3Bv|F{l za{l+(>5PhaY=6U-m-v{F#PJZde}UD40va)nQ-yv0T=JC)CT=Os2i~K5i~S?olfB=E z;oqa@XYoK&5DCr;WB6h;#z6y?ZG8d8u)<#b^YYv1#3?#KI~9wMBEHBY?!NT#BMc04 zOw^rx8)%i^8y^P(NqG<#l4U6SfXJPzhU<(v`@`UKM-PCHlA8EEyEO5F@dK&X@Q83C z$b%fkv9-C*#~x;j4!rg|*f1khL(*Fqa&~3v9Jc!ro)*S*8(B~LvTuFF>uoRuoIkVf zt@asA%K>IK;KjxEi^+Qbab;xTPasNxG8zd%&y&$}ERuL>M1k0{c#N5~y-NMmCa9~E z?|juAn;|#NvtocKg#nbij$ES+6cT>hjAlXnS-P04fMnri<B6t%znTJn$1S^?l(CxP;k>$4*{?!ut-Y zgU6MLN7k6-{Gg_>Oh;SDz>pw{7RK+cRl6MwVD6T+Nh!(i@Ej~I8-w>L)Tgs2Fm#Q5 ztKWfE;|jfzM^}aVJC4$(LcpmZ7__jh%ip$8A0q`^w5PQ@J8uO8$exUPD@|3iD!aHC z{}3~-t-6b9eCdABC(IGpybaqJsk*NO2q+bZL?xghvA=8}H4HT_`(H*HbIH5T`;u(N z9fL4_)UL^X($M%kD+$O!)H-`r^?p`a;5;EYy5-n->5JcbQAHKMn(l!r1Nt&FP2|OW za@H0FqD|L((re}x3t3EwN5h=Q-bG)Nc1T4FU?Ea&6bCRSWo#F2N>9s21kUdaa8%;n zno6_=sJL5I0r?|GAkz0Emn1uVhi~fh%x_!Lh?r}wyFF@w24 zCgj-#Is>(NqtC-4St7*7fwzS4?Dzvl*WGPN)bFjxoGC*W>&mWD?C+S&o z0G1nD_~}#f*w``D(6&EoqSQ%jczj7)k#8^<^$BOnja?cm(DmJ+$N6h zj%JqROEz|uxQeE4WYHJF`-!yF!RQz6gGwu3*6%zwcHsP=nf`5W{(HKtpGRvsyBe|G zKO|3JnG#l}SNU+*aLEOgjS5GJC^js8RLsqV{K6AU#loXR^lWxD$VAIM83418Rm#rY zQ&!EMPEK}pK#YFfCduXBY`PM_do1EUj714xE+mAok8qcQY{ze4vPa(v2vIZOpM;@8L;q+&}F$WE;>j5rB+wsyRMzkRc6u{8rGPFYHSR zrT<9;p&&fj5YU)JZk4J`xu6X*QGh@#CaE)vqqI@w)=z1?bu|dHeA!IB4fvaPNmv4( z?ivG}a0PhLG~AnE!_O7hnY_rRJqTq_VP3pB(x3ju(STcT5yu$u2)_HFI&SFva+SR% zT~;b0tbIga9m1)$K{s^#aUvrv6lTCyu*=-BH6sLKdH(Vm!qa1Thrx}p$@SGNo%oz= zM3~zbhgK)R{~QN$O4BND-*j_MF=X>U_4}(U#X3Z6Sg?fB0~kCdz^q{wAh7kt>7T*f zY-;9BMBfCcQq)&@*u!wYX8U~8mQjja&=4&3i3Rci#ttUV4LUEY=nTI+xw&?q@pixb z#lz`yvpO>@M8;qDQ+ z(>xGf+#k7P^%DglMF}=5R%M#Fg?}2a@~H$|E+HW1R=`le5(zpl@lP4tIfSXgHtwfx z+7@TCH8!2uqMhsf$AQqqs}_j2Bk+v~!ZQ3&Q(YoL6Jua!0@;+T0%;SQWI#pwrE9K^ z_g3Y{n}IOB2*4&fuqhrt2|p-U30p`5%*WM3(bb@lXmw7ZCrqRbZ4i0a<6U>qzbAh~ zSpcY>u|9B?ad^0(T#yBJ8(21{WgtD(S%w15=_gM{n_KH_Qy6kXd+%tp`r9*=ucW~s z7h5{O^A80S#6ok72J{*5HJDImU7KdQDV0P=JH)Hmcy`%1c3D`FOt`s$Lx21LSC#{y z(a~t4ZxW;K+Ev`08$3PFe**HInv0mbrmkv}UP(X4g#EqU4PZ6roSVjN*B*7jx559H zU)L9%WP6b;;^VO#4uip^@o#dJo9c6V+ht;qNgfycRksalm1V@AJo5 z)k0BcD*eoR;@-*R{`*NyCo@2)jDFU)$~yF|HcfY4GGAd&BKlgK9a)rwgBpNSirzPz zDY1}0z1p2;n2R!%NaX&$Ufih)q&NNF@PjjPP(FZfszN!;SpoIxZI4oWAjHAdF~U~j z<0g4xYUH;}ODzYGwa1;qb-mpTHRRpeteFdkg@n5uPj_q*$9KV=BK#`eBSYZ1b7~?6 z+{K??Gu^&`rkfD6`}J8 zcEg;U$4tx7^QA9mtMa!xu3Oh5QnL=(A~sbd+6)$lGIN}dZ7DUxw~auY8(-8<@_)p3 zZn9}f;V3n)C2&3lnd4S*+Mdo*7)bzbsO@nZi7%(rbK*kD@xEAzF+g1lZIhK?2i_Qe zn9#;&ZBY|ln;bM&K=FMsWJC{@vigPBpWC4k2_!7k4E=?G7LH%Y}M5)#?`E3>=m&5s3!u>^PUUr zK-AK9mlCc6*yCi^M;0WDRuPx5JsD$&tn2}i?BxUJR^ZCzfHy8)(B`$#UCWE5na|T9ks(F5s}DoJ%nde|IcB#8#z;4kANcu1n-++J3+{e zjO?+IY`*j+zmW~q=};=>Lndst1@=`@ej0Gt8X+EZEy5)ye? zWkWS2_C()~fOjcp>T3lOgbFjFIOmP2B#i};Qzeef7MZ7hU%K9|u{v_252YNFMJx_K z7>Fk~Ff_x-4Wxj^85;Af6rbN(i-MYNtCtFFn3NV0NQW+D=q|VB!I;7b_Q>}*o>e>Y zlbWi%-N+!mq(aMG@Rk{0U3`Cn_Z8p?&w;OB@jA)&y~hwP4bg>gmLUDx>AvUztEXZc zoP`1wZkdU7gX@ZC94#xZ1Iks0y4qclOVUbGq3`(0mX4!I`Zo!uiJkEn@wRYVh^OPx zOK~6&qtb0J0Iu_llD7fzm>Es*v1pnIr?URh4%3r?z4^03_^qSeaIlwyl0c}TeBK-j z5MM^yum5tuQU-qpF+gV0-&@nsK*bZ^h@AUq>*bg+Veq-0*!**C2cMkmXTwG9(5NUzR_XL%1x*A_MtG_!{|4=L)HzyReU8)`~r>SVP zT*lZ<*s$XvIhJn|)H-82N$AgRwQYzrZ7d8IOv;izqIGQ+W&2+Okw93T+~60ziak?E zCbQ$8A1`)Wt^Cex8n;A%n2%QZdSXBsUN;w z39Ub9MhAuAsqA_Dy7%%%Ira^_VC)f3G=mvU=w0nXlWo1Rsg`phBCHNbwJf7kyJG&O@? zZ-Y8UfO=SLt1Te#iFvT!VQ16fkgu$F2e~^6>rYPuomOVbE@2{}rMXV9N2-~4XlfWq zH=b~L#n2-Q##Vo&yxMOB!dJ>XEJ1e@OIE-+-#}|ACYENB##L@}#|Z70p!)spzF}^s zS=ltX)&|z)@1!(s+U>#Q4+KA()=v|&kTAF;h2)xe?BWr3pA?@jB_3NKliO&EHKP$& zO^dbzf>%xFhwGB3JT$CFyK{_B1~1PZI6XhYQkxe}4ow7-t8)YI6&6WT<94owG*nj3 zfO6XnKj1k*72zTk_7@FZ=RA3umwiC#p=#7i{c{BoFWO>#+M_PT$E(V}G1)LePa6Sn z-jrMX*3V8R8mX6Um&jrvQSm52s>V+fbXFT!<+%eXPrCpDyJ& zzj?SbBS%Xo!f{QSM5r41ohLBWQAk>%Wrkl9shgS>RxzjE3U zc&ROj&l?;#I-0|#tay|kB%eu)^e)2sssmw2L7VqAy=9TlK|t^tro>-u8U2jgwohvM zqPII+(FK;^g0T$4MFOJ(94}P?LX;;V?7eG=d=6sqaf^jzsD!g`Qt)fiEfP2i>D8*l-Hk^ zn+BCR(D9OxoFDNq<#~_15pjBc0hcW{tPVHPeiN3cF2FtWXLoLLQr*ePso6zTLut}L z^@49xl5O6MVNcXjw>J#Yns}8-(PT-GjTM+n%PGcn3yjgUwrwo#E?ZjJ0*sT;9eYH9x$0=Z%Vf$hjW2{KXdJ^IRJR z&`I>-bZ=fWN49Bpl;2@RGwoq%5ZOWQO-EZ%${SX$@lqc^T2`@2tArJ^9+mfsz`4^R zHtLr*U38K)fh@Tm0({}Se2?~dXp-)>v&f?F9h$w^neP9DY`Jhf%PTQ@>8`7>`OF80 z8=CphfudjmI&z<_Qq$nJkOF4BQ$ZLQ^UEQTFy*@U+Y{oB-wyWjUSDLUai{N?s(QIz zOALnAvAcuL@>WFHBu%mdL-KkM)f5UpbU12BSs)ckC%ASSwypj@-Y&@O&?=;aTy5fe ze9(%yVhJR(kXDEo`JA)c`q`cAKzGOhK-2;o%afS{M6a=vKt}tT|C^MQQzV@vnK=Jw zibj1(%bD$Z-s<~EOS4lv2S8Ef_o3dS-A`h&EdwHc(8RZ~D@2Y3?_^04e!d%Y`RAJe ze~hEME-7HI@zFxZ7Gx8?G>{bv_T0AT3#TqojN)VyQO#31sC3l2;!WBr^q&;P^_Mil zt;ZaT7dSQ8!c0I-Jl%cgWLT53brhqI$>$8>SWtdi* zpH1KAtD;5p7o~nn6aFK)y7&FXbmQ97j4?cxj$iO^tSh-UZ&mJHU3B7C2?b)c0TWt} zK|5J(pVb}?t>_?YQF{e3^#t>M;plc>QY%%aAsF?#+VwN#+b;kKvB)2&vnq{!dpF4SA6BPcpT0UOMo! z>QYTQp=s8?@7AHbb7CBo@Js@9aa&;!fJ5MSP#Q}t3fTlLIsc5R{RLFkVRtZ2sGTmP zr&{!42<|1vKfOX~QrrIxwosi>n3-mdsk?Z}F(zHoy#^3{YA5izkqN(Aa&nIL)aycQ+sk z-tw_qzmFPLl)udYH2rl#WI%3^TyU_0oDVUo6J>+aiC(9@ZMf3YfYo6qNHt29@YFNA zi@DPZw*>gs28ky)oI10u0o9FeQ-SPAQrzbn=5r8dVty@b*#g8I_r)t#aNfM4cIF+_ z2I}*JlG`#!3DEB{gFK2s^`p3PF1X0E!|*87PQ}%acb~|90g6-`9-r#b&S@0`?}MJ| zt*PKt3w7oJnIZ22V{qozj>9`b`jRVW)-$-%BNOUCnbBKW0HHN!ZRX(kdL5^_c*L9u zkX-*}cklOuFME@~`v})}c&Kj6Zkm;M&W+(#@KUN{Lr>HGb+Ow@r~Y%h5Bic^1&fn^ z_gT`FtrnD|#E}9EEi)Go5TCL$eP!}<9H>ugRi&U-+N#Q41A0mQcS{X@1OiCaInv^a z0}_AnUyGdo&o}z0(Li?qp(d6b__kiM+_VVCu}N93t11E3Gh+#~|4Ll2KcJVy@+Fr9 z*>i$h#(05FG2i$0Q*YmHaH}D8?LSZhwNzo$AgTy;g))T8AnHo5&1E5%mGKOZPbV?8_zvXAN@K+ISTet&G&mau?xQWbGEt-m6~qag7(tnM zV)Bj@Xz$R?<}X9^HJ~0DFgFYD>EqhW0{sA_SRwbo8N<;kw+0(WJ&Ibv!R+zI2MIuR zioMEv^Fpsa`BVAQqAP};49MREatqEF0g3*uLbb#Vv)JC=Y?+hxO=Ee(f|;29eL0}n z_U|SCW!El~S<1fk17!qb-M*OE!n=&~%{sK_t_t9*As@tQLcc*RqV}{+4S^hv1kNe{ zAX6c4-(B<;_Vi!aBIDG~?Xhd1OP;*SpH5ZUvMXPh(B-|td|WZWDfDHIkc~Vnn2J`> zj)Y8MrIJ-jSjEIO6P;okHNmE`Q9g(n_%>oOTGfNA#yoY*7}(Wo&S)O0S&$sp2YvMC zj+cg@gXrg3S)Nf#fpzdEpp$$Ym0@ON0q8RDvEl5q&Wr^@ZGH?1jQ$ULH|fh*iQFqz z;}dgiTgu9y5U}!CovwF{a01)B0Y+ir^7ezNKdjf5;WpU;-A9THhw#Y>1g9|-F0!oy4HMnS9W$=jG~$BnaxYWzU>Z+ zjlPGmO7FjR1f4x;<ecK5T+k&Qh&&DMTfB%(3k! zFQr^X!B@;I@mn&uA9c*hpy&8c-lJc1of~>rhNGj01|V(_^J2e%8;O9JzOIo6rXRaZ zl@3d3O?TgTCAM|!jaCw-xWG-KgQ-o1rw;}MGzx#F0ekQ&5boHG+@*H8@vm*2kk(VU z%+lmGu5+{uZQGhrUgBzcr`mAjW{K=$ing}yqxRd?yrjz5oRAM)vj8Q89~b!Rmt_Ve z;@i8jpIf**ufG{|t$r3{`j=N+U>5BkVQh5dDLaOLA=OAU4Ki(Ed2vrMqySHS%Sj*T zfyLz_uYB%AE-%!Bg*X1ud}dn^W4l1wZm#GPG1zq>4q(%B{+d8uk zW3$f=TcK&a)(=0R?`o~T*$VHulpZT@j%9EAT}%<=XbU=SJG@x&bY^x4`n>e8iewE*1OQr#J`_ z5Ob}R8iNAGe|T4ER{in7_1PVR}OaWntRcEBN+E?eRr;{SA4rvd7C6Nm{RG?y@m>C5O?ia9{U z>X~nM0`bE`7;Q20r>PCGR>fGk|6ItCN3FHIFqQpIW6>ec? z@=59E31SvCgPPkkP0ev-6PCFU?+B8qzwKHU%QUp#qJCW;0rrdv@N&l;Z$|!XpNk~V z{lgAxk{(y$?UEBmW{e_$HaZ2&x%9ZrvzJWdM8}*vxg(1JbJMFVKYMn=9!se|)*AD{sw1VX zyW{Y7@Em(+Z34;`aA5_OcKcdw`a>iqZUXU+uB6W3hphEOS_%5K{O>$Yk=hPeGH*JgOv|m?bt^hHikMm&wah_>oF}L zeIOvU@-sgu5_!{`3{L&QbLEyQTA#lmTc)c)I$M-updfpw8i7n7%B zsX*#k3Hu=-d{L(4pdV*^T~j-mkg&gcWZa!{KX#W^n7-qFVSOCGnS zu=gy0dc^7^KWL8q=GTK*IUF0)cl*Y=D_gSsrN+BppQMQs-aly&49~(x10EgDO={{L z=N94`qJ*ZC43dp~*w;;uN}A*)V~1Jxw!9v?#EPk?xZlgukFjk=9kHIXO7B-$)U+gQ z&DC^Bu^>ZUe-`@P-XR>xvH3Y#vpd{loLNzJcC$j~*NutHlF6euL~NnsRe9J|lh83u zxg>5r#O?j`T0ZrHhVPT`<R^&56cxlh3~OFK94 zH!5o0Fc^EOG0UqO`SJZ{>y6*W5@wYyQiObGp8r6~RO$C9sd!lI^?12Y*LL~iG7Vsf zefri$&36Axl)Qys>1+UdS$>#u2~wf(=9o!ydRW{N{pur~qDEg*q1+Vt_g}fJ#*5dF zvCT(+;XM3Qud6om4TuYl?lwIxjk3{B%V$?9E zme><_*~og$ZpKkh6fw{GtD|HePLTy=nrk(zg0nmCXSd^G?pX#`v_^rP_+Xq1a$D*A zpSd^Vy8#6{doi2cbfTLoQj;*EcQ;tAO(AgICs~5PTu9|mjmJj0mRS>#}!ci=3ITITjd#0el=xDre@R8G(0zX0!{Xqm(8xA*~K*ekVeb1LFZI~T41<+ z>BcYqeZ9wwSrwj@PwEhJhA(6P5~3`~l+)0xAV{twpb75pbmZ6A@Bm^P|2NHDIxg;} zG^xoNuke-+mLF?=29bMRx`i(ugK(dtbDfx~lS+Lgc>^^K#~oKHho+-oNdtXMP_b~ z9uT9}dP*S`;$}0iWm@&4&@*X}aafv4xiKkO!H98GmUt7nZ8EdMw(2suHPCt^AY>@% zI&A$YAxYmO$n%H+awY*-JcfdrjNWEFcSS)VG`sr?DUvR1rpwS|(yaR^_pAcx zPci2->KO?VhmRx`XBIW)(c#52coO_*DUEF(L2qEXph)4S_x0w(9%DDY#X+ zQOiT51QL@k8Cy}9ZNhO@^*D)H(RSnu<0Tnn9dcHJ zH;*`dXYQDu6v%DJ>ACSMCx$|O7rm#x*c9gPc1yYPZi~$C#OGvNeH4BDD|nFLDO1(U1CG%bDot4Y8fDZk4Qs7PYVosijnI!6#b}&xRjgqg$_aT&qncGV z4pZ+lLK1Xc_t3Dcbf^^*J~ex1_sAzOj}e8$igis^Ta+4ys#+|Dl2^EsiecQUpi75K zNJk^qKd83FMr~R%1xAvvsn#*2-Yoo9<{hlF`9tyeHMVA1ivnN-`R>MyP@y-0?2Cc7>gAH^h_R~uFg8V|aamL3)`#;<+&LXtuBC_QM` zI43Y{33&-yZ?ZF@GwicZ*w3zmegxGAj&v=TXh*&}`m>S+L-EJ=P1@B3(jQmMLIo)G z_`Pn$oVlIxkuH&TQYt355IPJV#gj^$Z7g3BJ+d=VXY3I*1+e_VK3dXxMx;a)Ru!r< zPQJ`bc3ub@+vyZj^IjB7+DV@^J{yc_am9=?zQ$<|Xz$hKP9##~we%giEse=>jyMu)1YCsQVP z1DuCx6Nx(-|9+|;wZVM#9Am;a%br|GzX8|*iA~60#_O53U^`6a8Onbj{H%0TtzRE( z*UdaLp^*%hKPo#7bq%PQgAE*BLKYO~7gB2Mf#9saG1C`_{p=fTZ+whi1Pn>>PG?&8){o%ZeV7j z?ht)c#w{lz1F!E6@))C8NU4JMAcknSd8_C4bdUy!|EFi4!P*adUEKBpm@B2=)9{Dp z6ld=c`iKy`e(+72T5<>Lx+bE-y{QtcPtk^6jyqYA8=&;#4?>fz%6N&`ZV;f<$Vj11Dm%}>-s@r@8^uYoT@4b`@LJMpOw1GPXst|>sWgMiY3*_Ro|X~UGgL`9KSu7Y=nwh|F-Kqs`POvaDk6R z7j(kk)VofV+iZP!7ha>BFsfMJlUvjdXXpw}bwXJuwo?!!iuc<^BVZMy@{nsJp)HU` zcSH}ZJl6m^5wyvAswA+ZUSLZk z2mNn|nu4$eZk4?DDiHVxV)NIZ0I=0?(aHHiX64_1Zi%>IJ1$uHux}A38s>kUMu1K& z?#^Y=6X!4iV%;cd483&L{&J7-)M+nUcHLhSFlbO0-|n!+d|{~p9fiyv1+7ET+p9xL zeskHLQGks+1(VVzY%kNgetu-)Y}W5 zC8F-U{J*y_7=M;Su2QXY#PXRqcz{uC72UfKOMDBTNIZ>&XZ4m6>k)V+QeZB`7PyW} zsKs1dQ1Oo-F5%LF0ztasUzY$t)p_Fy^(Va@de&R|t9s`ZIS3RvE+K;w2ehwS8mnO3 z-x~d+fMI)a*i_rtutQQPfGuY}Z|+!&c|FtWwidI-rt|Qnay+x*Z(jhZg}P0qV9?I` z9>!FlOYM*DTBEF8O!Wx zID4c7U@pcMJ>BTDYw0V186{?8*h0;#cvf0D00Oi+Id&{+RXQ%eN1i8tJtl1@N7rE< z*9ktjTzQeeoRt3?DiC_kHg1QqTY;c!emY93iU@x60UlX{80ZA=SmilXvybBI;p&l4pm3>d<>n9ltOBU3 zwO)fGgoRp2Omdbae$+yI7b*K*k#(%uBi;)c>GsYF1BuF&W_qlQ4|3K_mefZhR@UXe zi1QImCR5xeK=M_ihg|yr2?~CPMRz9dP=omA3fINxp$;O9WFdFQh(i}b-9_~-;4%bK zMAmg!b-wmtIDe|SN&JTe9t(G7ywi{+t3wr~N?o4{&!liA;u=-1qM3DSH|bw=HFEZX zK}{FMUZF)B9qQB=^Z$$ee=ri7POc23dYzfin{^#`SGsQ z4>~)gG5xdtm8w_PZm{ABEksaY>h{HfE84jkqSnLRqq+u9ciqAh`>$ZPN(E;{Have^C9EW7X&1SxLYP`hs)6{`a6CR|h)% z0wsfv13Tc~;T>>ljCDN71*$3P?O@ei=o$zfTG@w@`@mJZuq#^vV{6L`KyZz&JDi+V zd!Ke4WY;GGqeo`0T>IU<$qqN~y@bGXNR523`SA4UJtd}2QIK3CICUnhf_JkeH~d)h zkd5w1?qc@K=OUQJ;erfc`e)Z{*HLju1n44I4stNf&n^Vv*5*YmU^Bmh!0CmMU}QE@ zk(i(QKcxX4bz?#6QQHAhQv_RZ;KX^1HF_G0vR}xZA5^&>^qtFmJPg3dNPN~zTQ2=0 zCGh7C^{bUs5Uig9Tl@9mUBMjH85{TTn?vj>d}J+-54JFQ zXafuICg75E`*a0C*>bQk&F@+%Q1QLnuVzlNo z>ZTFn1(J!nOjR^UR^qd7BkwBGr{H8=uYJjhnL4sqgMYt|D{2DSEw@AT;8^bo{L|^* z7yTazdFImF0t7_YzgS7Hx2j!LM3Zz_$(S?WX&3!YJ(2mu?wI~ctF`9*60~M&QoWk;d(`k*O!6yAMKufHRCaLuW4=cw33(h!Gv>8k zQFhAp8>64LD#I792~Osz9bvRQ->@%E%H7L>VM*#sL}_qdoP=&wgwT4tXNrFxP8VES z8OCp60Mh}nhc{Y5okKXG=%2ReReh??A#em6k<|ueW1S)R@rNb>90E>6W94b;3lJAb}x5c^0g< zdLfEHLogu%p3;Aju7<8m!_(lwD{O1&%3NQ)#146d^iwbi-lsc-_49`B1<=!ZJ`4-3 zY&7{tI}@*ZC4@91lFEls+Of6?x#azmwp{4d{a&D_;U@Z&Je5JCae0ACxa1+9$_d&_6%6Yn1VD>G>JMBIw<;228jV6YzwL zea~>3|AmdRik;Y7?dTfOUjC8wI zU>g>IM|gX-Y&!wc{y2-OVt&8N@7lT@ZWA4I9z9ja%iYpD6Wyc$FV&yU^KBO?C*i4xh|8y1&b|Yx?j<~E=^*u0L+oXbBD)ji+G4Le7R z$0|T|Hr2;Cd4yVlwTpIwq4VN|)G**1aTCQENtFhsWhp8yH#+Qs^lF(N`CFOT-LWZW zx*jA4;`-?6c0rPfr)sD$)p_!CIZITe6XVf#^0O)15blP+^{i;sA3l5dSTraCR$48< ziStv0Cb#jnKebAu>XD07B-uGCHl*iq8L}Vk5l)!W%XB(5v#=hg^ZjT1OaR63*FLn! zmdBNf->M%!v7AyW&S79Z@YxmBv!a}QrwPn7RkCGTFp;^~0pOck;?5aPg%{ft0Vszb z*KF4~-(EY9>pSl@SKVBU+%>i;Kz^p5v7vlug)y-*p6y=b#rC^RJi{4P;)KHYMl^;3 zvfSM~|B1QSPLZ1DCdJ-I*Lm=F?@8w;%Tn4HntLQ{-#f56KPr4bndxlV)45wx5*q-> zB#Ol+HNkcbFB^ElYIgE;d7IA6o0bVupRkXoe>)!kXCue+@r68CXZBF$`b7dLkmW1a zwCw#l;xmpddckI$_+}}_h^kIR?QqE*ei(py_9{8m(({osOBFQIwGneyap)YSiOX_o z69oB znoj_{`w$=B`6mN%K!6YWv<{K+7IWaU=1v;GH!U)zM8}6#bT^-{c^243+$o%~t85Pr z3%g=EJ>I;k5SxtR{N72}*~_L-MJa%3;#dEV3GkLOObFk%lg-3YVV2GlfAiRxtcuau zP~Nfx$NMPok6L`7fS*`dJ(-dF=g#jeikULWuD!n4S9p3@df0lXdQlsi0yH9_8-}@5 zRrB8a*0$SvB1f+#9fZ%|x8Fe6u&Y!&Si67iG>_44TliSZvdyP6KSh3h=^lyszuvy{ zV=5qNny00!3RyoM#jvD6OIk|~>fI4w5Ls~BUb`H|9&${7d=-rLhw=)vnKdeI&qJ^} z7j6k)*A7R`l!6?rr@(%g!0xmV(T41?g}oK_AaTY!Zx<>>B}XAI;L^=}^=agNO5hyw6rL>Gx! z?I5)8)14V;5dyhpsniKcMcrT3_=V~znKiz?ywC5okRw;29=kC`G9*P!=Swv2OEPXs zKkr?7r{}S6pxz+*h25&N(r(DI$IA-CIg43&6Ns;oJV(|RbQokKo1I-4)Yjj$`*ca& zuzKRlNs)Cqg#c!jCn}i{k^AgOJxCIFN)`IH$kiH5g=S!6RgZ|h(|FxQMW_6^EvFpb zlJMb(WLYatlT)anSMOUI1w0&C(%Q(y+tN+M#1DpD;|ooqfF7*lw|n12>C_TN3BWR@ zx_%b^NZ(lynNr0tadPLH@YWo%Md(ixOx~x!HOk)hAvzOtHmRx9!`gVB2i{VM zKt5G*Ias>s)z@i3u(Yprw~krQk5cq2r*3EyciuBj9H}+@(M&cjHjaFCoMLrZ`B2`W z+^}1cs-{9qa?0Q5Y?XI$)^)Luv(%VcQG;8F+J0B9L4nwH3S}GJKCSiE=c8R1%Z!Hx z7-1}k{4-2@4fM!k#^(qI7?R_gst4?}5UCb-t~Rp}79Qm$n!?N;3Xq1;y!SmzL?9Bv zU)B<|@x{mDqg{h)!!Wt%coycXR_Or+j2^=Sf@*?s23c$IP(6|@erW7=iQXj@mHB;G ztWeZ(zKPxZ4zP*`Kr_05*MY;4e2G2-NB2fjEOlxRQ<&-PZ$8&-$GsD-b~#@N3J-b< zr}*l6M5$e-n^FfyMNYt;-`? z!2W)by{r{&{9)qq7jxFr!>p%|Yz};NKNVKjliW4pFOIh+UN3;AHKn+_J#};$K4&Ej zxA4LlCXEl5(Z+M?1g(_rc>3Y9{g-cy&sP%Frr%Y1Q?1tGk0{jW~h2chY9kl z&1XQRwF9%NlK^?P%=cv!1vDq3UWm{7@SD3Y`bB)uQq0cu-dxCieDs&ZPH8X|(y~WT z`$o4#{y))46at#x0fZyZJcx*0z9sD^r0F?|Hl15}9;u5gVOy8wi8nGA@8deeI{S4a9WO?-=M(vtjaO?a_+z2wfNbU|xXLg5|ijW?#-$Fz-c{EBue z9Rqd)`+1+rJC}8H2ko}K#2ttYCnIU?Pe$h%2jrOUi1*=Y%2)-^xd3Q$JEC->wV<*U zRK`7l<)?%hI)%Q;3JM`~&jYd5(ng%nNrmfK6&HW*UPagD94{n0Rbb3zfxhR`GHNgK9QJ_dO;#e@~_mzxR6dW>WPSHl5N*fn&% z_0B&>DJkqnE%E6ICQPVhI@H99r|Um5yJ70TqvLsk1Krg$AxI?#;X2E$h%0=uA(Hkf>0PQWz+_-1?~|k^S}5kax$sMcUaX44J9>qb5_*w z>jQnNWLYRXo}g>sX~IOtYg4o;9;ByB?5D^uObTHF0Lt!jg7Tmtv#ANzCxRsZ!p28< z#zbsF2Ek;jH0fPBy3bP-Fl1_IUfA@I3bQ#gFA;N`aC)lNJQ(UBCj36vzzP z0%n$q|Ip{e?Ms3x;{#V|L@Ma%zr>>;V#+Ug8RB;mBo-Nr`{c@0GZ(jmf%{1WuorYX1Oqsmboyp>3_C)}zhjWY_X13J zre7q8X-uoDQb2PCwZk`5%;|ha!UBtjpe=?cF$~xKCd!Am#r786aQYh*ELwD#@b85FuXd=w(X0$vhZP;t z0%41AHgA4Unx1(`Z%#a*9D%`~PvC(F0?G)NexIZpw$tczd|y$6JaKh%ewZXa?_rn= zZ*uD`MQW0ns7Ctr)jI!k+iX9C>20v!c#%8ked_mtam=lVWjYpqyvkM0GZb!GOWW|M zU5-QET;91UyYddHeV%Hm#~uZ{pdA^gKz+|G?{w6sl-ywjff6D-x~g``6DH8VIt}i= zzT8l@t*!LKcWfig@~0w@d_YD04#B%5na!_|J^xT)~5c5e&1TCRi?QFXwqNu1G})&R$|#Di?3J3AY~I&+vU* zR->e{#HP6U?YC5v0ig)5*DZT>dXnrQ3JU%79T&jp`$H%O^m?UUg4i)mZO8^?h=p}0 zv1E5tGk0t)5DigW_z#Xz0hp@pm6XB|diZ<@OKvDVi^fn|v{9TtCtJ%6z8 zzQvM1UduN7PV;>_t$V~6{PL*yu2Rhhex3ecY9coEi&H3Bg+9MmeV4Y+s0~-UXUr#q z06z+GGRGF~u=mOdVuc{9%2BZ$`P3nw*=JkYfiDbqpXqqp)8S-Y4aKfX%E!GQ$vrfC^V!loFDq}{O}0uOdlH-CX-u;B zSF}ERMJL3YE~4X`t`CQdG)qwU;ga4 za(VL0Gh$~Kvp1P;U$UcrzmNk)WQrBXD0X#2bJjGqe;i01#1eUKM-@~UG#4nW36g(d zNN$88K<^WbZW5;E?vy6SX9%e;gh)yAN0;hwV|a3%8k?<~27vq*#cmU!k|%*JyTKS_ zMegNV-1NRg46Nj@SziW=x-udi>xeVl4bVRmGnwNAB_C~)t~=GK`!D$H$^GgL%{0Ba zZ#58MQ3^Vw+j#UQ7dIMhFR1O^(fqMhQ2l4OC%?kEWtA0F(fCl$#H+~o*euVJCgZRf zEP5M%NxXPpdzj$I&F$m)-!147TUQ=pgqDJi5&v4#lx^w8E8kugDUKqn*jQvY^|^u) z39BrOGqBQ+8+G6r)(`iMU!Jp{y6-E?_JicMd-!neNA9m4`r+`*{pIDi6T!IMx#i!h zYOfA%nzgPKL8nfsp^;4V!~q=jJYV`aI1VR<+roq3^qR@0k;Xx{kN}&8TO5P|)Y#l= zCAq>c(zghbife?HfsfZMC%HAmn%=eD6;5;C)O_LAzuqpdY%m>*xAnu`#wD_o&&`&G zS_n^QoiHj?Oi)7mJo1T+1zom3zckMLFOII7{Vux$(n)n95Et`4d|r=dT?tzcRo`(9 z{~cipR;&J{*;GF9`S%~p^k=fL&!=fSduTB#amFLtlgGe?K+hqG>M7Uyui3l$={F3~ zs#K{RE51(Sxk@_ev!~|{d>2TZwDm^~6w8Ot)*{)yV!Zw+2Mxhzta7YVM-Mb0rq zzz2#HC$FQXUWDDoeo4d?7oMkh<`{$l9TZHD`)**vVu;=+=wwp2BuL2Je0qCndNa$C z9MLlgaAU@vWY5*i3LcnDPd${0y9Xn5g5m!u7=-yDf;?~4Yn_Vc+YAXLn@>ZqCQKH} z>N;2_3SsBWht&6JUDk>G)N$I9?4!Ap+1*6vS~|0DX>Owy-u9d=Q9LO+-WuJX_Y+U2t709)kTyS#SnsQ{zW) zRu*apvo{OyIsdT4&3TO*m-4M4U%TJ1MaS*SKat=2$##RGuOe3ywBAm8fr@%Lx{&W@ zYg*kD56l<+GgExb!`g$s7BAC9Z$-L38cx_LiyB1-4yR zM8#OtSlX}@=S|Z_{RE=Ckr744*Rh|MzMLEEKoHBs0cgmLIb7>`E*8xk^f&sdT3B3p zIL>b-`bgVo9R2Y=of8p$6NJII@(D*;CQR1uO+A3W#Gu&75%p$*uDRaR%4XP4!Dgb- zt9@-BpEwHQvDkuZ`|%eIiONQo5`3*cZ(J%?Q!V0hOluX{y5ng3K|QN%T)<=X+43%_ z|MPMY)ck4zB{1H8+ca@u11JvLcc0U_GbcV@Pv3j7lqAoriq~!*kPyj?HcoSxe4xkB znKWJhr1{nIi;st%MQnlDn=x(iJ;v(TSbk8{-0T& z^s+fz($2ioo<9vdjBI}bV_b6;MVVw0ZRbJ0uC*INS7nq}bog9zrDQLIC$NCklmopr zmR(=4wDy7w?V&D5n9Vic!}LKJM#)B{u5+HlhAx5H`;Pih(pS3GbYd{+VJdQIFS6ft z9?$!~72blvUGk)tOVMXv2SZZ>t~oCRjnysv>_YIrS`^gmgQ~8$o^Si=a)FqJ z%=n2xAWo;MLfB8Q!zJa$^X0Ebf#*kmu9`zIS38w>npPU3d3U9i`UG9quF9nb8=YX8 z0Y+H+Q#{qO{n!33GwhnI{I;VnBBWXp`^q(^Z{OiUNP=>Dhhs5Luc)hBKiaX9bhZVk zqGx~>$@#qt6D9*^0v2g?dbp*mh+&p*z?ZD9y(ugaNUAEH;X)Sn8xn&@!%)DOlO!FI z5D>H8Z7}>}ftlWLezr`J|H-H9XjF5bWu{Q=$f*zGvwAMg>Yov*>nArpE8mBf;}uK^ zBY2Cye-W_Nnz>AS>idjrYwuv%ZseKwc$r9L4#OH5hrI*4uc^pZ?X+%1eHqxrW(TuU z%BS&kiKzmG2hhY5_0g0r@=H0mYVWlb2~&0)hszDCY*7$4C9Q)nf(wE7HDDlmU?KPq zw-;$x`~Nz;Q|6Gsw^#1Zk$2lZ`m>my0=>OnZfjUTbmxd)F7Iqj>9EwTgX63^PM-LEhP1$$@A1z_FX*ukOC)?$U1 zCOJx1F1uqW(fYa9ErKhocV|6cYg4$hs>OZyU8?*37Cgzj*Pafm@YqYHr{r#{%V|h{ znf4^|Ba?XhkAhz*@R{PWJy0}!BGe7*198;Ezxi)W zJH0=JsfJx8ZTy}K$>P`{-?Bl%mVIkC6~CddZ2v%4B(Zyz?_&dK!{pb$Ou5fO@M=m_ z@CQd9x=Dp#_3$BMg@T>@a4UG<(4M<%P;gicMmg*z9S`RZvDYEL^IPnGR9Mq(RsD1O z+_;}Hx~t{^wUg0KT2bMEJ#C#GEyIwC%pP_vfiNQ+~LVx_v%J_dtJ(J$#jC7*6HRDqzLUx^~~BFrBGK9 z{=Q;o%P9FT=US5K5M9uF2z%xG8MSzA`t)a-(W!tHeM_!2ULu>9w55l5cLgYlH zPq(Mstf-Tif3i+ysKh)D#^&NB%Cw56B+S6#dd3y(WrMk@Z2Wz{rw99k&+O&Su-6@*ZCK z!#xsCPeBd!A5smVBG9LEM>5RbQ4y2|%mk><{QB-_8fhTg%wl7mwRsvK(MQjRnEbl!a$tm{n*~O*x?&wXd#F-(N z#EHoA&om23p6`IFM|S}kjWWwV;N_oJnj71}rzsY9@6i?|Km`Kzq!#nKz4bWtPp548w=DyA<)0)N|htsV>Y(7+SF@7q@(r;8*Y-xIjs zos-acVocthleF$z&M!YjM3ygAwtviz?0}q$eGufZZ&``F^Da# zZSA%3l!1W1Z*z0?iQmon`dG#DLPT~XV1%!~A-N91E4Oe9$vVGuQE zlWGEUeXaMVg#e0Y{m+|toVb(&0;B+fAMo%+oSz>YVy>Wp?I=m8pt2XjxY1v0wu1~? zzFM0D9%F_eVEmQwOkxu}pgpP`GN=sCvCO)(s=5BKRQ?#GkGh+HtqE<@U~4;Digsvn zbGSPWNPS|XQC~X3K9EkXCi7-E%lQAtt;cq_-YqMPtAb&5qh5o<2P=An!P48`77k5& znea4Otd%uPG&NM2X=hW=#hiNrrTr@YLVuHe(jM(96Z^67gKb#!21+a5FTF*{6gE27 zIsEPU@1h}zfOl9jAg)DZyE!t~#Z)L0G#DsNR4#0hp6Nk}Bt_N-`<Xo z_gJ=t>LbcZ#>&2hp}?5wKAsl47?-TduHE_|p9^wm$St5(fD?VdTx0qsHadey6bO7f zcp``rz(j?UwT+~T+=HO`Zte&A$ZVoHN(ED z*F-1Up`_s$P~S!kUB$an^az(e&JuSmH<{|(X&rrpd=GtzUrX|moBu~Qp1ET+eyL$5 zK_fpgQkRKtE&u}%zfrjiet5fK`UOb_UjD3P{z7nqGjd+q+#x$D+HO($$A(MwS}KZT zjS5Ou<$kwN7}EkVlG9wZ$oohakrSLU(^~~1hnFI3b@PuQneI%rFPiacC+Z#Ja)cr;mQD*JZJscahoAI0EO??`w(76)JD$on zDMSHkWM%GhVn1`c_FAlJuQ}N+111**H)+C1V7HZ=%|E4trhEt}`mVBfsCwO9dUO;r zf8O2hDKSbJT2cHuJm>;u$I{QBVE3TmH&xuNCnUC(Vhw|r`WJ+I79=enABaBjcu{k0 zp>4;|kaKnjZwYKHTA05*o;P>JA;r@z69CB!2c{Mf@AWhDv(0Xd%9nxSk^W@VnhRUQ z-0~{1{MBH;pBmo34G^iGx}j&j+$t9k>{>`9j2thE5_x8Nvdg%}+WbD%eoN5&<6wDY z@6SzcFDKTp^Scx=RC0b&HPH9pEj2A5ktwgUf?t~EGzC`ao z7qN?%n~;5rDWTC;qCLnX`?J2jAn}n$^`JLW?3|d-HNDNWpv$d(#Xs$4H?*=D9M~#| ze>i&{kiDUKNQ_i7@7Dfdq?@hNa-VkFlX28n#XsWEH0a}4nN|`P`c+11nTyc=?NGKl zEYoU_^+sycCqUqTzGMczEgqtM;U5|9t-tp57m9gii5Faqeb?2}C4NGnNb`+A)Y+U= zotZF-=1~1DhoJF{Y~tvhIaRJ-pLMwXEJ%;mgB?nRjJvS&KR z%Hx=e=T&kV42galpr*?C%45BDhH(~O4_^{3d0e4V=&gQxAve_{uhBM5sE2Y!(^TE( z_Lt-4`TGux$YHh3ci?gpLEceO5mti5DVua9iqZ2r6<xNMIfR_PMXcY@b@(5)D2pye)oAPas2i?qknc|pfm|nSYI`TGm$g? z{@I?uS6E*Q=#HAn{^D4h=n4oC?OOgZuA(v&Q2etxDJVLy7sJgn{mh=1Nh&3ad-hZl zk==XQW*`C>MDF~d2XwJCFa8d75;FJP-m_OkkNHl}+x+SXQYG&)=)XdL_(Xco4eA_u zam3QT5$)zbbS;54*^snQ`bjSG10SJCbugRJcYQUp~a>-=hv!m$mERLf9w;%sZjpqWV97UqcM{h6@M55^wEy zofaoDam;CthVU}4OHO_lEf-C?+MAuutu9P( zg`o>^xcIUkn3ayM&rK8kMZ?{#_TucBa9X6pMfsEH>geFU4LyLl79)NqF5T|9BtI(Z zVP_diWMd@gg{kX7?1!E#* z(@rGqYR~OiGUS&!EHJ1LAh!Vl&RS0)@IdnH~Kp1@lenP-0+d`x1yl4`&qh6$2J|!$_*No z<`=9pxAiV26#_^0h^hPQgA5mwbyhx%&I1qqdr~5*QhXdzGIY23Y2oyV4)oAdtDa=$ z3xa1ct!XpcXAUdUx9O3J_u?5YF0?L;KU`j2CQB%npoYZex%kcZ?Hlzg6d&RkDtr?b z7b-&dSx{Eadi^lqF-W`&-uu(%70ogeZ|#R)1X6svhtGQ#B9On+lLOeS&po`OeBok6 zQ`Kk@!*w4i8s=sdWR(Z&@}$yV-ul;hcWa=#qg zG|6l3Na#~ii!N*t?cL6A0SsYf{LW zh#YyjMTA@W{I7l}ZoqI4CzrCV2e<>8`NMA|Md-{#JS8c8o4_E87t6dEBjVS7`Tg}B zoFmS+5))!3wgvN8e z{le)IGg$SGpvWJ8I$)DXZKkuyKRW)2?%8;XueDcOm)92SOk~}B4&X%%s4!gCf9+$h zte2u|W|%1?6Ky~_AOGalh5aQrk}_a|QEb3J#dG#?;=4@U_?LaDihoDcb0Zh$2UE24 z!Vglk&dfUYj+~YR=<)6GGE`%D`a;WH*v>EcUxvd|sH_O9lgI4Mo6b)oRv(P3ZaT|q zRL-^;;KcYvQl_pG%lu$b+~m{z$t$Mc7qkNVRYGh3kZvNT@NbH{a;2^zd+Dd3uAkXn zE0;xeujvm=HwH~>6SgY9tiJjka!!82k)JDWLOpuf-mWMWrcKyuVBQAd|5b2DhH}?uB z29yG&uq2pTJK--H^CC}n>4*Nq{gDdxnu!a`uI2?BoCyp0TDJv$i94P&o7{>Tg|(>X zI`J;@%x`9cFdU1$x0f^hC%f#1{V?Ip?Ph?c@Y1>eJAkXCi#<_BGxDH z&2*78KLf((tBkYmTSDR|1&?nJ9_Ulc`CB4gSc$=P431*qYMSrZ2-JgeLFpo^{JR#> z($h8iA5Vx=x<95lYkgvN!*3?mbdAh8CWjc_X9D+lKsEJ0{p3*{1*G`J6~xTXLco6m PfTAd;DqHa!8vOqO5e=(n literal 0 HcmV?d00001 diff --git a/lag/report/time_6175A.png b/lag/report/time_6175A.png new file mode 100644 index 0000000000000000000000000000000000000000..eb1e07f5e6151d6702553a184d71e33fd877f244 GIT binary patch literal 17174 zcmcJ%bySqy+dn!mbjl2!N`sWa&|rX+fCAEz64EkK(t=0`Jb;2Qq#%OS3`i+4v#8K-xr~;ZvYhdDBIa5t z-OTE9`6Z*;#-IM7i(%H*QVV!EvYs&F7<_Hy`pV8hPvAnj|1Xc4zCYJS90QshmYppd zj4v?!pI=2$x+GbU6k=598*E4@o#wAe*0(ezPu9*TWSh5z)l^kglQtAL=se~6X_vwU zgvP^W;S=UeCKQ46jJBEs-MEII1B~TSQBfLq`@e%+ALieDw)U06DOdkQ%|P_+SWJjT89K0k+0ZQ$~Jqug_7QnmwdWg+CW3N z`AujNjv^0R#@3RI43Q73$#E+VW4m*}o%}%2Bd*W{ccMe0*3bjx&hs9=j7nDG%*)fMH{ND28!w2)fc1vpmx)Y&P2Z|!-|ov&GOcu=jboR#?Rdq;_DZbs z@7^WV>=)k`ts4)QFCXr$)Aut7>+UuNe#Edv3rJrJ9l`JmSa>R@M`Iy5r05p8U0Eqc zKO&Bq1~Sz6g5HfiRZ^a3OSw;%{#hmItSfT=`Pu)BjpTQwRJ8I-rCt2&**fxIdtmbA zg&^iT+2INYuknA$w8FA*%w>!yPkPsU6M=8T4sM+e9F6c=p29G1S!Gf`m7q(pVD&_| zL@=74TyOQiz%l=3vCeV)4%RekaVvNu-#Q9gfT(ME7cG(zOv8XrO$_*_~#h^T~gn1}y?m&`vQ*iJ0T;{K%@Avru~6;A~z z)|C$g!RWhp#mC4~m{4TUa#Fk!2-b)9!K`0xXH;e`ax?DH5gO#@H@8DdY`p8VPbHQl zl7t2+23Hegnfu7awO-e`Yo-R z+KdyjRC}PpQLm>F7}Mw-j2!=qfcPi7lmFE~uLAD$n7_Q7+G4prxZ8dd%#PQ-R>zgQ zM2(Q(9kduh20#7M@FZ>|zqDJC1R2kGjWa&zOBM$IRaKlq zU=AobT7o3ZcyEHwfeQ#s5pf2YBK0xNT{7L4$Y%r@JbFFe=0J=d_J2st3h4nzc1A2; z7uX2yXbb@P-VPHqDb-=9_VR_`Ici~GPq5b#$@bfu5{CT5|4KryuC+X(b;I&T$W#+n zLagfmj`*>mKLwwn%1I=jk2#mJnl0QNzCqJZUEIY+7Py*04ap1(vD0~Qwo|+MXq9q; zvZrlfM1;uw?$)m`+|Kvvj!pLobZ%fXcw57{Ue~qdB&L+X`+7eyD>U$TM)9j&!;HtY zVX+w9K1qd6ErY<08#yj*)e^sGTO*r0;zUviV-wNtBnkR1Ms7*`5vmjRnN3v2jI+7U zmmR|LW|l2BbjHwqf0}%0h}xkiG+ny;{yQ*Get}GBgtcamhBY^ub)O?Q-@!b+TQ|S{ z_JBd-dKmfCcHi{hA2!`7UMZrW1IqV&m?9`m2XosocP+KKf@rApQ9UV5i#)rrYPk(p z!3eQI*l@JF(>Qa1-pd4)NaY}F)TBrzm{R=KN0E=B{Tv)@-Z9(A+5_wl{68B!N}|_( z1e3V8-|=xHp@ZI0P~jmJd*zF)ahGyq|GP#Tbkwrlcl(X#Z#q)|H%&knKSNJKE71=c zTE$!MXeiN&Ju%fq__dBcSH?!xNs_pe;qLwoUHfUXY$&^ZmsJXq^^A&&Y5-mW2B7SP z!uPz|_ZQz#Oz8=n+ZttR-ow7ce=W@ayG+`rOud*z{h+vIHsSXBr+ZIf0L1B-1p?bOSZeNb5pSQ$bTv5e(ok{h{^o`LWix;rA7Wx+ghfR~k*+6) zJM+&{fQDT}ygH&!?JFuYgLK}jj&_#W`xPL`CI1xv$L}Sbl%JGgIi2rh>D(Pv)hz=X zn@cZVys(dFVqy7#vFm)DJ&(Yo&1?m$WDpOwG5;aq75nD$QWtUrDffGSnQu zt5~(?#)wC3r48-6;a_uZB8~&_QrhkvahLlHfcEnX8^HhCCvRedaVz>$oQ{`C=^(+_ z$Y$ers~OVNnEO^o)^OTW;(E#n;y{C6){%5CO3iHsg+T+aMAnlD4e-EG(4^XhTaMJe z-t4wS)^i%gb!-a5NvK4=9}kj%SlzV|7?DeZH>)ppY;N^iJ9fUkk}~m%opk7?o6m=0o#Cd^Nw=myrgg>E2=h7ZT?LQ22?}RX!I-_xO4#Qg`QPUiufU^YW_Q zU&KmQI}`<<9LEEGlRu+@z|@Jf&+6-jg^H)w*~j+kT2y^3l@tK_82uPGE@oH+Q`}|E zK+-WXj}fPXZ#rx(CkC}2{P96B^*5sT3`vACARn^nD<S&Di$7pis;hbVw0AmslOTAe6n& zl?Yzk-QvSgrqp%6thk)NJY+L=-D#5h*>1#)Z4)0sdvt^O5zX^7i2Zv$FCJ7Dc=NiC z!k+yNRf|22*8p-o${+Lhn?#RH!?&dcHmN2bgoUH4-as1fVpi*ozaVTZ6BVhRW#s-I2QVG3s*oQCV=%TWRWe1sp76v@%zXx+#y)H{JZ> z7^(=j@9_d-)x^HU@NO>eESEuwUx7ake`WabmY7WYssb^MUK(OY-NZFAYU^|R26ID8 z;*nM&Dg7m63(2*kS}>;pl3&3bpS`JvCayo8@ihc*oN7s9(l|GfQW$?ylT~?k%`W95 z6E9@XmEpyOpT4CCbucrlIxZ$}VoybMPq;}wC!H)d3037Xou6#|Q~q2sn+fA>3lFE1 zlB{%Z4&>NtuOKVE-uEIapX5z4fCbsVeT{xG3gKqGaM$GXpo8$QPhIO#KohU_{o#E( zElTt!%;yF)N8VmtR}ESDa(=Oaj>|O*m8@G)_1-d|_l_=TVvf2Th6=;R;Yos{lhShZ zU*rACT#QkW1 z1icg0bhXdpP6Kje&=87p9%0g9TWyI9N*dBrnjXlmr)f2Re=!RqQ!}+BR*mJRX7u^A z^HYIToE$@Vaw7yS;Xg>MMLk(l<}}iGenSlkuy8#r+U6d6-9ReP1iB|E{PkvMd*&Bh z)a5LNu=%VH87FlT-6{M#E941EWN<<3*F-IMuoS*vDVXkB1XC(7H_{pM`B>c+t$j3m z6FkaD!%kve4UF8*vXpzq`3U^_+-xh!RwyhKR`Gq{4n+3#PdKU}Ge|tuUOVQ$L&K&5 zFR;QMbvmxhcG10;utzwI8*a1uhSgMQQ~(aSs{$y+H=F;46ek3gZ&LuW+zU%aw@dNR zDx8X?;4LVQ=Z-DlwGiQ_We4Tm74I`TUSZ}O289cadY!$%ntO!-p{U?jn;S3-g;QIx zdqgbIBWMWpbeWSr{_P=c?N9sBnU>O;mWAG2WtniY1H#6P3IP46nYiiLe~S+to8t_D zalp8vY8L};{B8us;b!1a;LZQV#kTjgA2=QAiQM37Qt_3!r8lR*ZzjKB-*`*x6DL1zNTB z{h7|Kn_<1W6JKhE@bw1;=dyjB0OKIa(PA<;UXFlI0eiaZdcGGlA6DqxXR+26@^jN- z&k~t8B*4tCFE!HYz3HS6zx=!Nw~};R1#O~r>PaOG9>l;#NeO6ZQ>ev{jpQ zZ>UjWpYDswKIN1N*HPOb_u-Or4NCm!{|0YCcN{7p9Uf*7HXEAGFv67}{=AO0aQ*&h z(j{>-thqz++4)Rihh9o`Tg+m9@>Dy^bk&G87J{$p zCV(QqS{+v-+aOmu&FL(=jFTFPZi$3QZ2JwSDf>l}$4Pre?F$QX+^lpN@o^jJL{GO7 zJux4AJ^Xe}{iaE4mw1IWt8Mhb&b-}K#>CXEV4{yy-Y|rXjF3urTQ<#CtZtdm4I(XN zAQD>BznX8jOleFREaJalSxm(58SC+uU=RO>i5TRBgqS~{ZYIB!BRv6>B79;PuNX1p z_y2Gh+}|I*2@pg_+|!350#8J8t|11M*8dw~Rnq{MQKO)?6k|#;L23~j_iC9)aS_mF zb)uJ0b?6CN^BCezEIQ^D;}*L2j?-#s)f{T3M#*~pYh(yLhl8}tY{&Up&QaGy(_(jS z&|0&4Mplw4!R8OYgefQr%lue|uDs)<=XSX;Z}E#=elQ8;QU>6rhn29f1an|(5aV5t zN%pE^p*niFZRe6FHG)@j3tM;}5E?FOX_uA<#{c#pF9}2C$YhoxhK~nXImjBxR;-VT zU)mqoh<|5UE8+36ECj5yux~+f(k*%#ZaABWxr9EnN*keZsG^g zTN#gEit5e7F9U=uxXltxki?#sq4K<8`sZTIg(XMv8<0v}CJ{wPc$ zJ6V(bf|dmpujSd41=6Oi?`D(rdetRF+lkZEpHJ!;e8fb4a}0(0?Ma+Ezl3;sEeVUz zk#a{Cy05Tyw5k#Bg1;cB7b)`#Ex-Z{LH(SM;b3-Hh^>yST^JH0m`RHDz$ZaBdwfhA z4Q~LzHMX!x-plkP{^UGQU{Fby!9dn+PYgj^gB&U&TRtm&og`zMRH8eTYMJLORAw?_ z8yBvp@M^_WRB#pzlsf zDrHYqVnyE?dB6oCMTSqcT-$t){*cdh0-%q2e+x`e|6SXiid#*=)$xP#sjV?g!RjD@ z!t|gby4MB&JpOk-<=dMWN?bVm1Gxo1Yx094kNNn}fK= zV=lGjnZtGOO@CY97qr@S58J(VL4kyy&o1|5Jg$U=?6MgaFPx9^e*V>jUN2Ys6;#+X z_TYxntzrwIan&kjZKpM4mWckHp^u1L9}R?RPoGI^1DxLac1?6y!I}hE2-1lcJISML zvxk{jA#A3JRb~NpNVq6bcI*>oCx5Mh#i4ggft`V&NO+=0v7T$cyfRGOY4n2m?=N&{ zZj}{ieKe#5T32d5 zJ)oUySR4xmLY$tXS7G*}U}K|I%KIZNDNu%J_2{@q4V8V>nn#he;p>gtgzmc>v|RIV z)vhZ$;roqNqzam{-V*7@CiTRx_a>@(Nxv5BYfp3D{B z>p)-QUgI@hc+JN3H!A&IrzaRcpeBzv!0Wk&MZ|haq?e7b(j)u-`F5H!P-+56fA_65 zd>;^N5@7JDeuF_9OR`?42tH_EcLIoHE)2dExeyu+cSFp?N(_{=@$%XdI;tA6Oqr-Z z6jeMdJXa0G##M|Qw;ybuXM?=@j$v_>%V(n7p{Lv_m;F~i{U|YA{#b1NTfZp}kjp0j zMEoEm3;K%~2c>%&Px{WnoJtX*NOas4UZGZdG#ZPtbXmHy5l4vC}wY1=1Of}W(qa7{Cz$)@|tL!+a;2{^db|L-FX#iKFFys&&eRE z$FRGZ%jawI*gZMc`o&q6$i$C{(QO}k+vIs>1hLqIL<$EKR89@>_jvxp)@#(hhqk(OFPb&we zZGHfaWPyf<-Ok9CvAssuM2PuOJ}9TtQ*o0<$V^O~Pv6~=wl0eh>4Hin^#8M#qlT58 zx@euQZXd({J}3Z{xL@{V>Zk9yxCe?VUiO($Pb|BV-UxDRV(uS^m?%h@~KWz4fRUMHeAb@pPG>o`&tD3gpY>nUwKQUpBQg-G#<6=Z*KHls|K5I z4Y0peqEBAc&i8S~@k!pIu4lI3I3@N}&n1 zPk+Ip&QaJiA1K|o_m)b2Gn8+YIM(Vq30tX68!X`z`~Awij4%D8lIHPYwr!h)=XgA8OT*7Yn3U9MUzi-{nN}u?Z2t+T`l)^ zsomDC-O>Uf$!CAhP2`hSx42%flBT;OQL`W9j`s2<3?@g*pP2f5#I+@TWZ{k1Yq{g* ztvSO+R2~jHqvdd*?8SzmeM$)c6U70<=bLdNdYV)SO6_PS{!~wx+{Rc`@u(&WWmwp$y5vC_wUaUdmcpI>Uhkr+DMAs+-Kq# z=EBM^>Bf2Kp({dcUL$`GhAy4h48O=sm{)hDEon9xKrqV^?~^#KJdB!2Ezp@xRG)gE z>MC3d?C)JLp7%FGtgof?kf73r?Sf3J)hwE1a@!W%QtcfFIPl-*%b`4w*)Tga?z_wp zYpP$N9*;}>=NYQ~HHGu-w6$UDz0QL6cYS6P-R*46{@q2L4w}^rd+yY0`1@1JQq|R+ zR@{e~fT`O)>sI_s_@*=3^#=0AY>%UFmdBC69C!Hb^zHUxXEiNkevBTYA;oGRRY!vn z%?0^tUw$TLL?~Uo^NRK6&(Gf7oR`JK^3hVG_ZN~xs$5!=^={R;dv}JK$baLW>gWe_Nmb$I%b;8ge1&hg67C%SbznCZzxY1ua!;`IoZ zODV^z;W`@o)Ek1H)Ehcuc`2`o_1hf;l#e}G;zMeZ;Y?l0p0FWiXbtI)dLe(6z z-v30&I_-+F&~PH^%PIcBocO3TMci#?y<4KvG+IwVd{YS+Cdr!Ch83Gi>b>@)e8a=l zIfFCqq8y1jl4pC7&EeCF+2^PR1Dp628J(A9Uz_|Aq9Z9oOVgFtRQ%kYs`#ND1eh7R ze1MI(mT~e_tSBwIS2@G!ie@5J-V-}*cfbQ*^6V0rL3AfTYo1}_g`4!Y3|(do0p?aH zfQ{u%|K4qPv)z7KdDi82k#}@0`z&Ii*NtMI5aj~&?>hhhX6ww*z3q$4i6usr1++xj zDm?DPR5rZ4rd@8f@YN?$SnwiKGlM!-N2b}Wruik$Az|OEf|$A@JtL7L@yHi?b^fC` zZrX=m#%`q%d~k3(0;zD*O2(D)`3Z(CsISdv-ICZ(ooO%>6yqa40f7b$JX3)+^3bT3Qgeq5`YYadBPQ2E{BT?TE*68Tp zFv^BQQoYGF3i27(%{6$@1&LY+@JzKOUpy#2x8>NNxL!($wIR+j{ajLFgpJjBwGr}~ z9hu=k;21A&Z<06rFE&@Z5hR$@G=Wf4TPAr*ZU)`Sv|9;P!=kW?3El86s-fcXlD15R z*0)zYM;;R3B`LdJ%asnwO(fr0w}7yw^AxFO4A;7br1jfl z3kugvT3}g&t0cib)tNX9q@Q$uuuh$S(IQBiGoXZ)^z4re0VcXs0MJBYsj=KQC^uMB z>IX^EWzA_9@p(Au2blM)?6qR%{42l?f-vHGQ)_?j`Itk1B{L@W4&}NbIR&#W+eY^5 zF5=%~i*SA3VGJNl(xr8@MhzFdai2kP`xOCR=U4!jk#szRY}|p3^pUI~Ewe%RBeCRx z3B}1_^FNn1PWH|lRsju*quC-py!Y%Yw%LoBEBTL61QGz!;sFl~Wt{McOu#L6zI+6h zu)^%;XW+W@WYPLg{vptU1He7D;fS%K+f;j>e0NnqT9ki<%a_vv8Q1G}Eu`^$Jjy^{ zj&P^)IX)m};ZsJsj|B{jsijxu_R28g@@9(od2i#OH+qF5W|Jhi$MZ%UPP(~Kn!dBn zh~Lq$)VUHSY3`7`2S~tSZKnS|)LK!B#ECkPCNNs3g~io*j04qK@Bkk)dp|C2E)iHw zoPy21XQ4i+`)5k$AwtA2abmVTiK-Pt*UX1GMU-ZWr^BY)tv`VzprJ5G%q{e8>@~F_ z`eylYggh9xCQiO6!dWUhgb z>>{VR!7|FJ=?dTx5&(a0Qey;*Qf_$X6jeSTrz4BBEe?#Gt2)_xd3H=*pc5{jouk81 z+&=nwX#K0Is;IIg9OXHV&Ye<`D_7%hdHlijPw&@65bPC@_29o2QUekjuglu*s3zUZ zixiNiX2!D{CUHzdM!9FEr0i}_UVVNRukHVP^$G;nfr7yMSl zIhapRk9N0}_OS6>(d!^acmc%RuZ7uTxA9by>d=?+QGhNj9Z(X#eb__m| zw(!gCHJQNh1@7lgCPqgYa)MbI6B%IQTW)rv>s*!FLA1UA8;euog{fuA6KJxp1jvzv zoL-~hrfE7|_I(7B79dRhgQ>RLzkz|{+fP>63$g>FW{?26MT9N#=R~y5m=N!kr%Mo? zAQE~d63GS z+-vY5lMIjnbspO6khSw30R$pnRi2SozrMw5MdYhGahaF$x;qVki-7g!^(OO46a%02 z?42e)I762N*on{ZVl5sYJo~=j8q0ukZ|Q<`W{C3fEYAks4)JWcZZXFY=^q;fS%af^ zFv{2F8;n);4c}9Nq?uI^sX8}h(9x{~ZuHY4f{gaTbgy-f@}#yXb;=+45-9h`?kIVI z?u*|)roXJ`xS6vmFju>7DqLk?I0HDo)?u{UNM}wjnwWyCLQ%#Qz!+F`m6({tpMTGr z#wp}_yZD`W6S72`FF|bGWs0*zZrRQ?IQ{T`Suy=9&oWBLBC$5;g*SeA$n8?^3+ibs z6u5h`D`FsXd_F_58g0({aBuEY(tWs5IFbc%b5asl*ANP&5V$`H$;%K=fm?J4B&C{F zN2Fbwe!=28IGFpgB~AuJ&rByd84@iP5g0kdH;fjZB#6ADcJZQPtlF%Css#nf)CAJ) zW-o_F1aPy2vO+20u7+=-GzfvSo?ZT!3Q!BwU7V zcl2o4Y@=}zl!#bN6i@I0sqzWqLQhzqa=6kiTKYSkTw8TGeIyy}alF1LJ1DyG&$qda z!ua)HtUdNxnix&W095*OI<>`s)3$@K1f9Uu>|m`17wnc?j+tNQ4w)8m+J zN(`gGMS=@qYh@jifkA)D7deq}r;Hu_#- zdd;ZJ;q5bs9v3_tn-)rOf7LBl#NQnF*N zg-wPLTp8jlqR-aX_&PuPQs(B9S+i^~dUEuWh%bvUStM`|TX-&JBAh=KQmlQU*H!ts z{BGv2d^NP-{oB^+kZGD)a7qH2Ck<7`ZX3{?5 zdVj{!LR3JqzOCTOu*bq;)NB>zW1fD=9sUWVi7h5xD)^BQl0+h$u37vCWqFeg&xfG2!x!|T3RaT5P!PSdg7LH zH#J@QPXkx5-{`D>0NQJQtx7Rj$o!Aqy=1}f@T{P{QdUi?GQea>%=P%rC=xp4=hjGm z#mTai9LH9h6hu9WzJX;PSpDA0jOSEfF1Q;8=nVW*y7`L=H;%wfwNb(M@3sF}G(1bG zw|G`G)W-QF!l9tduq!D!Xs@d2Y&!TXXwNJwLAfH|amDCMfthsieDqyEI%Qd8Q2bUJ zs1kvu(x3zZ*Q)}RXO{=3s4jNq_p?Ro|TLSE$5-D z_&xpO>46?Tz@sTIS>yeCgrR)B=I`x3xA?aJx6%srlt*Dh5)Y?x!mqcfFjYC5epvb% zEv~IK^^(VDz5ckFe8bK}{Y8OJUIKp1kw?3*O$iVw-W(1@paMRuHuTkj(2Y-Q6O-X-cb-m*GcowFc4 zf-Np@seOWYWjwTYYFb$UHh+fPa1TlKSimCA^YozFV+42jDryhFaIn+Sx(9WC2d+-f=D+P8F?nPcxqw2RR1%i+?1#_ro1K-B)D=_r z+njV0u{-bUI8c4|5YK94Bej&wOqO|QlTBVe?`N;~5A>$Ib0jwc@tbTBkpZ1%q1#uj z6%i#0vdz}^Q%Gw*Ps3M7*C))q20nXlj5M|IC77H=P{LPZe`vF>HGB~_FS+gE$6M)| zmgzDme0}h>P9Bz9=(FII4w`jjax zO2AQ^Vu$=0CuymF-Xe@Y$zInZ4#`fvHu4zP_#1 zQ-BA6zOk5BIS(^>Eu^LNJY91=>o!i-Z`Z$Pt$q8G6VZpP^urSYf!)1JmRs-@3;(j6 z<#eYJP#1e7&4GBmj`T+1UE3S+>*Tt=Sv6c72iL{E?R45A@u51eQXe}K&4!{dr&p{n z0kpaTj?`yDwhErS)%h(a_#~?BFoV#&AKX8i>Lp*mcd}P8`?+w_|WCATRRo1 zOJ<)Lg`m~(8+jjl(pq+)&(Cupz3o|Bid`ld5kn#vx~}M?V}Iz4f1AGj(rgk{TvkDO zwmb1-eW@N}_i{%v=1sn;yUU1KsdhflxuNAqTDOkz;FDWHcA!k|_z2b|U`BUWRndDU z8sYfur*Erx4W9VL*{RI&Jc0;@9wa1%$#5$ zV=}6ILm?D0+eL=yx#S|CwR`x1<%gr}334DqSlpw#8x4`uYDV&ZV~ra{X+_mpSv8 zqW*cWP38ZrmbHbik)jjt|G!qtroAlxU#n%Gn*XoWvTJ|-mulI3JFf9KY=EZ42>ILe zNJ3dMzn=eh#y2sL;X1!d8-bC8GTlVZ)OdE36IEz1I2jOr&5%%oJD0Y_kB|({O2;ztq8EPw_-H`8BobfZyk?|DpKGH&?s2MCT(1r8l>3{Y^t3y5z=^DuGf0i`hwE#)vRiixiA5uO zjY0X_Tcclu(-NxR_`v8sRwmS3Zy7_66zkK2vKiI<;{mzt4cv8QLdE+dnKVm%LRm4t zn|@}FB!q@2I2x&(w({Iv7ZV5upZNA$Wq!+rgtE(O=cW37U;7FQZ_H?eH&l}dqoL$Z zeYm{2O=zL-eGZj5d^(_mlcqDa4{>t8sbzV3=($z!3~NrX@NHIz_5_atq=f z;x*obK3fJUA=~la-srl5LgCT+D|_Im#s4_^@EV^%c}!P-;YlE@pK&Q^4oPfD_D1q= zEc?5@mL(*3_SRoh)*!mIIRgRV!@s*({Rw28T3JB_2Zdoo_qFPut{|K~nfV~P# zT7yvQbOKs>eCwwge!X)&m^{g* zlOf>AH171pJW9nb=;nw`6Q6e2mBu@-{gb0le0htSSeU$PeXF-^F})W37iwAeIsMp< zIu(ZK#_Fc@a~L)xtufor_z_g=kEXcJZgm&R#<1laUuQkm=GSFGRc+yZ~Ow98-wge4XrfyL_ z;0Iz)KV<23n?$&T21&^5b4Ag!tIHX|SAMHpZpA#xOTd_A1n!8Y?CbG{xVYlBd*d+Qp?O}^-{Rd%cj;eFZ;7%IBUqNJ@Oz*4+gq^^{1xKnWQ<9Kspo2Z?R*KPDd zZO9>eqRMW|;Y?gddhXU}IG&M%16|i1zbljRY9&%&zZ6|?#D(p{lH{Z$Jh2a#2X!{) z5k|0oXv|~0Ph$p2w0+9DU1d%4E**?BGW8l@5mTN`(9P!C5%R=q*oBC1>XO8jt-)D$ zPo>qWItvD5xwIX~Y`aeBa$bhm*iXPpDmTbh72a`3Q5BB{O?K8+G~45wn7$V{B+}fs zg=fN0|CpouY@;T__8;+-RDTp2*7RgK*b8`qK%@>g+jI&hheYdKZ`NJdKB40ePq94{ zwBUFWSc^Q4c%}YYX~DMl-~o_Bb`VV<`@Emas-#mztnUJdn=IT}MY8_!y=eMK5%Jre zuL;`qk5X7Ry6D1kq+6eLv<_DZ(q9=BdXiQmZGE z$=`IA?PeQDvAL_Kqt)KKu~#|bA0=|MRx1R?3!r-14<|UMd@r&MT;LFqp+c4O*Y32# z(kIcEHj-3++z!l|3TzCdOC(b`>I{s#wWRrX7t4mF+N#+LX&k}75_mBk} ziWXej{zc>Jo$-~-McHNAGP{l zGPt0+Ij(PwdmC=4K%vHNtWuw_l<4)!Pr12vJiyeIAr84zBOksLkZxjNpE>63|K67q zs83tVg(~q<*!5T}o%8rGDubSU8My8tNHD4Yr&rP<8O&_vl2u9_#R$aw!$%U?mUg6| zLZ8XP&AX!o@ZDd-Nh+~#v`8O-bB(I`6T3o(hXzIN%`Z&1-NJ@*%rWh|maWW7PcO5m zboQauTvlwdLFIGQ;;zuAe;huEdtrK=7JZ3WA{uZt?5J>bJBu&TpNGmWS9j%t7q{d_ zKl1IKRzt}TIb${MzB!@0q592DpkJ_~4pJ@eZeY#i>6Nh+;z~4~-_YE7#mSjRZ-t0|&Xfhv8GhmRQ8^nvCenS>@l$yFyt z$llIb)G+N6vFdG|{a7buw2{^`52ZChe*a_Q7HbXyGcsX1nii8(E*0is4cScKpiETm zqd}+yNmfhx*(vt0_?V;zBGCaWby{marSY-tjg9U>mRZ5(EwrbCt?!%A6l3~)cz5eo z8D{G^!fG-{7CUM|MGL=pO0va|uQz6Vxr0aK&Jg`v+EOhF{N%~+tiq~sN+*=k+p3l| zG)^#~EO|Uj&?j79bG8iR1HYfu=3q-w1Z?V%zieH5=|r`ol1tk}5Pr68se8O<_*{Vh zds6l7*0MT@nCw!GPYxh4jSxk4k(My5>i|6Mc_e&6A1zpKlq-%B- zjVE3c{M)`S;(0ygx>!r&hJr1ZZuZ5$?WT-;DN5)|Bh8XH_0S&}2JMHT#pv{GYn6np z_(#i{OG?>qr^Y1kUyEQRqt2YW+zLdk=&^V=Y~W1DFBJ$6QAm4I1>Ftf9G(sN+`ffO z*1eFWj5E=j^=G`VJzofE2G~en7r-W%kWazGd~gA)bPs|G4vsa_p4B2ke!g9JALeS$u!rk4t?!FwfXt3Bz5PDJ2*4DGQM7kdB_Xv7{vA z%zo5U=W}^uQFsvr)2f~c`V}3iK~EFVK}m_@VVeaNaMC#Ga@7nD)g`4)ZHwKDhuIJN zEp48>ibI0aQBfaKW`k_uD!bB91)Ly;W^C3d%gCg?d zU5YO%mR7B}h+iX3vlhN|(QwowMuomw$!~S+5$Qxc(NE4yZJuN>JXtG`NT>N(2s7${ zN@NSn$a!;v9Q6rV&#NbE0VQcrYocLSre0!49_u|^M<;O=CM_Ua`$G4TO}X8WWgEQY z{b*Fs&CY?Jqp7xBxpw|++TW6xAiEv%Th)}~Mhc7cv0i-+w{-j#iHGtmkhzs-Y$#1R zi;dA8%tFJ~*v+Lrv)hdVE5aBC(5Gbc!4%8U0Dl?L3YJ4c_Oozk5M^rHC?fLV7vJZ# z?}}zuL-af!qObk+nTnMi`O|iY=O3WfmPJ^vKcP%nC9N^YTzMz`gGg~<)dd>Fi~AF| z!$r*DUv+ur`1-Bvvu=ET1RuIlxhR;0MCDBWNjYpY493BrIlMr!7%t7TSw>yXB@!h& zBD?DS7-qil*-4runxtvUMX0tctI|q+Mmh&jc!^K}fpXif?yR<8y$eT5L3f0kKTFL_ zKvu7bw@13Eo4p(wEb*F=%HInc7j#aiSqdYwgFF3@xX+aHSiRUJusPJ=(fWvUhlLGLN)rv zlfyIhqLo8vvE=welOQz73Tuwsu3W~vtB357_?4{tFZ!j{w*q&0AHN3)y9%}a)VXqe zYVhY0x`3Y)E6K24dB;hJHeyCVc2khH9zPlqPMbK%Jp1|ZNfyIjMo$)m*W-&DzOHyb zbnEUc<=P~f;;gH6Q06n6+au<-D=~41|&~A*#(-lGfA-4G|QUl+|Co z{!Zuyx$TORfC~blB_7)Q7|v9p~14Y6^oanL8b^CN#^Yu|(aw-bPkZR}fWUHHNA7fW2nY<8z(Uqs&zn z#rzfc`+~d94Y`)Bx|*MV^^4>xTjNPsoMAfWB3mLmT&q?q^gCr)w(3kDlI6Rj65Z#h zd(S^~9q?Z+0+kQGYA7CoVejc9lRnMr`bTYF+~N14dWDarjFQnrD3W!V5{J1fVhpm^ zySCn$LKXkiuVqh-Ibz1*gfQRD#?kTBeKu8^(Mffg_^)}>CZ#=sVsiUD)%CZ@OKy9L zwtfq_G)V3wgfLXhDn{=e$PTwv5BT$-Flq0ETRIw!4mtJ4nH7SMatH^4MLrzj zBSOER>6)3^?}~jl>00YH@GFJqzG+TQQziUX0e_hiX8wXaLL{c0-@E>RyT$~pt2AM zQ49qc_(?{`Qws2f#Os!h2?h8BQap$T-%}#B?|VTY^!9}RM8&G_A3-3OAUf(dP5iS~ zC;a?Peh>9*ZIF=s(T;+Mgi#4OgyA(v)&KrbZ|n-oGlz90G6zUnF=MPQFejic2B>Lt zCz8CgG$JXChMV0yI_^>2>1PmlnUN*sB_P!{u#>gO_r4yZs9?uS6Vca?9$V6bF1Jz^*5A~YLCWd7tMseEI2fGBh)G&fXP zOh*K{zLuKjuc5B49(zx+10#a1#KtqOU#G_rc~dBv(wRd77j(Sg;KS`tZ*J8gBZbm{ zB_?$<=0w_%^MfC6ece`qqe1)>@2DjB^pZZSRc$ahATEIcqM995ifZQY(!*E z#Hq>Id*{+)OktrLY6as_{P^*>AKlPLFZs;~uQKILW;D@~`L`eiY?kodqQQ?3zZ#Qf zNqmZD?>yL=J*DI2U#hzD?v%69Z=-*-#;wG%PQtVG&WZaxioEZuSI#Tz%iVgES&NqHed;Q9dVhCc<%zdtuk&63E<_n$3 z79ZC~bX-R#JKSF#eN#i4>3%?m56-)0iX10Se^vhioE{%HSe#moxHX7$7Ime)@~z4R zsI1E?LnSEz*is>kUpD2!)2B~^qh4J5d!H?cPBT|6T7|k`pgmiUgZUK#XhOkjp_oCh zi#LHo&Z#?=`GK=@Rp8;1woX_wiLjU$pPU@)3@7tD77n0b9gf=wusxr<5C(jgT%F&g z3BLUi$@u^2m#O zhjquDCf)+iaN7L_X9AHRPlFEITkAvOLVH5JP$Bl##y(jqD^PNX7KArc5XIjgv>UpT zy=a|S19?~OoD*tVj(?$sAF`b8;WPMgU-&kzuE0{F;bgzse==fH!O4)tl0Tt?mi|shfU?HXV zIt`QHr~)_-;TChI%y#T$^PqS$U&R5p6=hXklM<+44h1P`+Gpi6d6Np70?qp$y~ZDJ z;v6@7c!IS=;Be!;t~WU4*H|`RfrCTgQcYUy6aG$F%w??90EaEV5W_P0?^e1tJN zH-Vr_-#2>&(cZ#Veq4d)*J;@7#1+({I#wz>)5QPDkYdrShxp)FkjdRGfDd5BHGP&D zxgnaD5w&s0?Rb^=wKZ8p1o{D`)f38ZIkYX$ZaybNE@W)3H=%=?rjlc$qYnm3yB4ev zKU%dgb47xKq{YT_jRlzeS?W*=?iM9SP9(%CKwQj%#5RO>F^hPkg?yrM2w)xROI~hY58@|0s%J>q*eH1HRXU_VY)z(~G|0WUV z)54lNV^!-`%iH-+ z9s4JSCG}xue3=!K;ZEIo(l6g6Zg$~@BJtLpgVZP;))-*o3cr1 zTDj3~zmloHa&R-hv|7|?3LP<-IqT4;1b$Ur5cDL$Lq(x4W_sZGg1-MEvVkrWTcV=C zrHqBaL2L?)PJJI|W->i%Px0+(b6J5OnRz`YSO49w=?S}I~=nNzN8)25OY+(;`rRa-vi43Zn)8&)ZL z+faTPB0LE`1MQUrF(6vBlVTzsryXBt58&^8BNtU#5q7xa&LQ)~!sqPN)3Sc2c?S`8 zL;TMrI6Qa@jv1khCrc!rEI2qssE{=hzkarwQa|v_xE8>7W)UQ zg{{1k#dq`gxqzQ#d-5u!r69Q^H(WdB88x8t+&MP_ z#IJyjh@kxlCWC5;QWo)(L{kvHv&~8aqQ)SB5IypoZcSC;l3vLD`-2$XaX+3ibE1t_ zH_;^3?dWpnckejCy}pkN$Ob%Rj3~^0GN0#Wrt2Df@_nIOVVdM%>ii^85A2sQ*5$-3 z8y;}Q0)8{rsDP~bZ%WM!4cCVm2arKHfjw|zx6EJvbhW#N6qCJmd+wYI2~j?+=9ib7 zT=J8K!&552Eto>_A8!3drjf9%4Ug| z1f-h$?77dqmg%h~ME)k22U#=e81`wc5ya??3OZ_({-k zIH`4vRc{fVR`@I9cjkM<^2C-5JI;80#9A?AXl+LVsc7nA#nKYXtXD~#LvC@*p+CYx zfi2WQpP!lPHG5e1?gOZCp{JB3Gxmlj;(-bM;xW=I^gZVCblbDP{SS_r>nS-#YKUBj z<9%8;D8B7WR(~vi@=!xUfh}bh=OB5g{PiqX;I7Yk3(*d-Kezux;&c_%X;J2e@`j~oVeL~?$`$_EtYZE zHDC2LEH^X>lWa6&JX`@H@D(Q-&Syfv@26lf(c1TCHJ+af;2(-*JY_0X?Ugo)iceyf zihLvE$3>C$`n8sgjm@p+B5|5YksY_#u0kzp!?QTsco|{I>R$&21XWc-UOTSnDm*V8 zgQ=)t?8ieI0uyhD>pMNz1d&Ogkv?2~`%y@#e6GwH zByAOVb=)uaKYDr*6Vumv)kd<1jO=aUMrFdYGF-)pNs8 zM1w=(Yt4of$z(m>y%AGA5ZDJlFncfI{nUY1f0-%4P%<>&Usd5VFhih>gIq<^a$qii0zu8xej~H=mv)2Ql zTv^8|-iN`xSKjB+c`bGn8x1zrBxEtdV3beB9Hf4Z?8VIHe6rt<=~~MPz}udOg%aOn z8UV7%`)KH7RP}IQ2~spEw&Q(wcGyEOIlg-b$vBd!hKVRY-8aQ%^i))KXMvfsPVYbA zVxlR|_+;DXY0mymPo!u*@tXdwH60^}r~pVg**`8SGct%vrQL@2whc`ce2~-9lG4s7 zYlCH^Px!t0)h!Ly_IC2IQDdOBhM7BvV2AyfT`1P_u`+Ku!*%w>CJlJwsqev&8=Evm z>j~rD$UkYiB;WmsjjiUprTkUsgm|1tPsHaJ-2Th!sFJ(+&wQ4K>197DZlOR;knL}Y z(D&O@!tl*sT|6!gePy&h7Q-(s8rqOL?#|EndbDP`o7J7|AR4y$_h)T?YIO92G=HYd zUX50I0a-~RYHKatnOm8%SDs#@;igegK=$$nYw^M1y$il3CT4gSyApCtbiJ$#gVkeF zt6+s@W`p_H;I5=~x+2XR8Vqoo#x2c*Wl^?kBu)d73w{5BV~U0pz3!;68C}j(vgM(O z)}U$0d)_h84`}MdWv4%)YO$AZxaTo8C1%CWk2a-cbtm!KF~2qLQ)6*vuQGuQym?bWB;4 z5BVNAcTx&sb1j1Jfg%dzuSDeDKJ2#3Tc4|UNOH(W?Q{~gjZG>&y1PnE+e_YeBy#=J zYz$r&^C-IJix`Cx%bBQS62-pW$|iH(0dVO^ISz)Cgd!*_Slj-`|}qt)?917c^}zWFAN z+YeXG0ji6niy)=G-D(4XA6;F{9pv;^;?6{O-$ZiMW!SpH$jJHf_5}PLBL#LgNv+CB zmh&V@^@LClHP6UmGUivCSQO66s(9$eDXPgviJ4H!i{l&sMH#!^E48?~#S?PFh8r=p zPKXOLqyQ1b^|#73`D#s&pUf$riy+tz-iJprTugXQI%rIK}pI9j_X|^xX&*;pgqZ0~IJ`xhML3DT7 z22=VhA8@^jj!umna$_VCxfd1&#nr>e=p)_7{yp(+wU~tHf=74LRk&167$jPL5foe~ z?XVWBNNcIs?q(o>&w#%hYLJTOp)b&E&yO1A3kGGEFQM#8Y_w7{i~L7mzM-y#_v&PqQ(`|>i8uWDLHa2kV+x>?j{8MsenyR+ z#4Gkty(|~631Gsmx}Qjb;15SLoWc2gP6mOIUkNDi4WTe2evax4jl98+_r@=x-9Cn1 z#HwPGxPkfQpY8CZtMY&Vt>Bes#QQHlYBw*(DzciBDN|(;{UvFH+>5pHldh#$xRsZt zwZWoOPsI#8HqS}{gnn7if1x|3E3Rw7)ebu3P{l43|HNGdeX*E=W)nXF*ZG+jD&DmD z+YCAR6fFh2YYJ*TQDC`hsFm!>9gIY=%g+pVavNmp`T{T%9Y37?=4W0|+nO4R!Qmy{ z?haB^nJydDcoVxIn*G3;)v@}(x@bvY+SC&0wNCnfz^VhdVWa#pIg0D*WYw>c(i7t^ zWl9_21&JSfkJH3=lr9poLncnTV<^yqt>-#N_Gu0<#$VvmEQAf22ezl2brTo%>W6*t_7T5x6ph$rJRgi*de99=F4VuUOq^Lw} zFZMZhKfE!&f;jl`;rat5igecLgFxpg#TblsEQtEsJNA_=d7ich$DRaD_UhSuQw}6e z`$d9cLOFNzUxzA_W}l8C(SHY9kMOaSuM9KX&Cj#G%85qCZD@Sn+{T6*@NSbDg2MAhEAE(Y&C2Q5IV`F-K^jW_ z^(r^lAUOC;qGzZw>EWxQiEgE9#l>9a4nL_g2i}R55SO)6Wq3wUA9V_B{R~w`L?27%ks_aV6r^2yuSqK^VADFz(mxJcadidJ%N3|Wqd(ZQE|l;4bMsr* zDBavI&IPJ67q3{ooJUNHTUeqT(K?hHhxNJ5lio*l-coskZ zn&7m2Ee+z_Iq^PUvmjPUze`>A=#t?T%|Ftt<^S+~?!{1^e*B2wY1L3nD|S0=Z8PRq zl7P?fgL@@ot<72cWw3T-y3X92W2;$Exz8tD%keV zA8UMxcm0je2{=iF^C@p_DTa#t!PUAOngbRNL?^=*#lOoBb@Y?C4QoD3sYW zM%b2ml@oHSySCiMy>pJ53ZJ5j52L;$$9lG}+E#EO*`(+yB|If%c{r-7KTK{C9ky~3 zi1TbSbf|hJ6VK&VrRcV;2BS0v;99s+lNMmOBK?R++BNeCswef~Z96zKwa~ugDjycM#8@ zRiRJ>JCUS!$B^X_)Y4N&z3>;5NdB*(Wvjzk;K80{{n@k9ZiO{zfX^F!o>MZ}byKw! zFej_W$Y2_XEJ?OW5Vd$7H2;OsPh0WVQJpADR4%%kFM#-5egJ4oFOCKI=N*B)e8R81 ziK^L*XD3eJP>Z5Nj=694$q_g%n^@uD-L|&MO7lMg{$Ki>}hk#e;LM~#3i7Y$A(j~3KGM%ZN3difJJYNj8vhHsK^_V zc>OYcC(EnDp2RA|>sVKxi$tvXg_`PtrX?xjW19!Frg1xy0kv10Z-$D08_6T0;h~dk zL+HGSE>w{_XBmMuPb2K8Er!}nk1B}D$cG%nrG?RH=xFUNP=gdC)vmQ3+x2G+ZqvOK zRC^^d*wR!p2RuPs6`t~}8S!9(uFO{!mV8Z=0k8syrb8#uD|7-1@3S0q42LTKU5C8o z^5X_`{zc`(n)rpjIGS*PIju`1tD%d+I;c;gfh>7j`APR4sO%B z4VlZ`J3YGMkwtq|^}w!v&mxl#xu_2;pjVmD%eY-)T25Ft+(9jg;|txNqE}F;wK$Am z?TF&BpiYYB%OUhO=uJu(En4mSE^=s2Rtf55l4UDda`i{UWTX03&kwlDwT}oMF@w3j zM8Yz2t$jj}r7${+GyVFQla$J`5HoXJYUJyfzVFz(SU;>SZq%qe*6JsvJiUB( z=YDK-VL~MB^y$7ktq54yH4ry5{RKOV&10*Wpj5`Ms`jK@0$Ay8NlI+2#_g|hESb&} z{4!Oc0a=y2ryPzfXbK9*>2?3QXl)BBNs-_`{De)uxI1`32YU{Wl=Fy@I+Xj(ORGvv z0HkS;a$JF^90{42SeY+@GNGgofVpoYs?^FCX0KOe2kC;E3f4=}{&q$)0son|oLNg9 z4j_~_a_{i*_)ck6>DsVZ7nSj3HuFxo~QFXPS?jz2se|A`x^^g8r_CC4*S;IvEr`~`ON?$PF*OxH4?j zYN^gwFu%~jY8xIKn;S9-D1?(mP%WYQu8lLM)0o6RS$m8f>z8RGdiihdtc>dg5fN^A zLm;7d<^GNNgSYI@^l~4;6c=2$dgHXeE|sJ{SXqn>qz4mRjR; z7Kj{iA7#xFAa#07OvEz!zcxG=B9bGDA_{=+hH9GMxx<0KSXK-8NJedq?v!3e8J$Vr zvNI=Uw9L&723WEKxWn;ZjA>S;2T+{J&=vWZ zbr*Ui(y+WQ6dQs%wrVv~SD(4!@`9OJ(w1&*taH2p^)6GQT?980go0WUur4FT97RN7LOWdYYZ6@;S(tmQB90cQN3Axj>!nqH|N~dj0<#7ma2f#Zvg+lNok=%bfzWwt9%Lo;mO9g7F>C~el50< zN1ob})m3GaJf9_l87F!EHqmQuhc`>Na1^@_OFZZHZIy3xSg{L=EH|7aV_ONFN}f9h zHD3-j3v-?8Lyhh@miCbI(u~-5h{t0NJK{(xG;F1aQb1+}W0BUUQQ>(*2=f%Q310pY zN6c>zhbE!OLkrL|OB{jmy6RnbL0Eb8GcOO4sB+P?9Gp!u?kUFfmp6ht)5d(}Bcp%D z=Yoh)$bcQ?%|ee4>K0marWqFYi?dr&n^&8LS!1G8pH6FZM{yOsbr4o+wjlA6*)*pa zZdpSFr$^PmA7b3H``Y`1+dcfcin?r;t~!1)ta9qJPMn{gPk#N{?2B1!G@lK+xZcxN zR3vy=cxh^CqnM9tesS?-Zre(k=*n=VcB3cSv`p zysJYIbz8msFNC4+m|P6r6@T!ic1=TQAA<2otTWmJm%= z7x_=KAMxsW`g@D558Xv#{!HmadL$nltN0h~WmE;3Zo3K)sbRY2Sr>6MWdbgjH(7_i zc(KdgT7EMZE(xDWdJFWe>T97dVS}j16rRtKS-@+n=P)wDzY+ z}k3ObDOq;HgL+Y*?UhB{NS%GhK<|Ks_`s_9Pp zd^5>D6EVOanEj&cKa;t&q6QiUWQInVLU>)dK!9V-H74a~LQ6EgOssxgQ5TsL!rkco zU9Wpa5)>J>{Wc--8tT_@F@hGuzdk-RH97fh2EtMX$aPZmqR`2)=jMPQq7k()u`&eI zcuEX_@$^c^`5wfC=DK8aaeYWg{X7dZv+ffRn2LxFZ>Zv__NM_!bDvdAgj10gyvK*Zh1l%m2h?ZJpb!Hh+I@uz#R~jossSIs^-I~ATp?f zB-xyl5KECn%i`tJ0S>8gwNc> zs;+{Wx$WTX6ii3aYs}&2@9q{6K_*x)!^p@Lw>0s*k;+_V<|Hn+IJa2;-na@O@F#YV%B-U!;!TNp^ZVU5ARj#X_)!egJ5ZMqo1|hP#T-{hz#-Z{XxX7Wfe_X6 zvW(bnOB+GiH8gWuZU@V!z`nzyCzpn2{lF=(54Bzo+|np6_U|CURrhWb7nbdaU>*?% zk_8ftL$hf9B5PlUT4sCYDh>m#Xs{mBXQJ$XC7zoWj1kC9(S)2#`#mr=eVUB(?o3JB zv+t=TD$RD!^b&)3Lsb0ML02*VHnac9Sw~lWt6_x>$`9)Mj z%#7l~hG6F2Q4J1`h$!`N`&5)fi+3CTOTl~z(w=lof)*2fVB`TnvWBV6X|zl7)OVfx zpi$odDJDXYJ|l7_s>R=;bSewEmwE>a~3 z3@Dr?>KkW|brrp?3W4~GMy^bet$Veu{~=_ulusY-Rjn8Egj5e@ZnQq>doYTSv68= z>C#H#(KNZG9jGeoH(I8fcgke7t|g6iE!aCx(da%I)oQ41@w$VqU6>XkoMuz+AhJ`hYi zr7(s~7)=E_?#x()v@rA7J`*l8pZ4>fF?~y@T9Q+T-bVOno&J6Kdsg|V_|B2v(I2!w z1{mX`ry00aBATvcgcA{UwmXZdtrSFPWBM2jb6L3!VjBz6#GhMwU@Wps%L%O9-@9!E zFa4js!u=&qgZ@M_w6vtq=FOxq*bFY>cTMV#J#>-%syt~DyGn{g z`!RhsII)h6?#Bbi{jEg=la4-c*l79Z!JsQ$q+c^VE0|4U8#M3dodK$s9Z^%MyQ2Yw zv{5!%Q%?Pm`cM-vFEMOI-r16g{C?U^7`3V&aAby~shJL>mbH_O4 z7qc97WygIvP7dEs!HOj7bUD9u#YPQ7#L+BSN??#-NPcmd_?Yqb+g5Uk$F(!wKJ2f7 za&Nm#O*R&^o`SAC^{0fYcO3l+g2?`zy;W}`2I5SX5N2P69Qc=4q}xlPK8Ex>oV-9|5{oZ%YZJ^PC~ zKO5eN{=x#3K8f30S3>&~#42(g5cyMo?peSbGP*2px4Z-8%!PWoCAx3EGk|Aqjm0)$ zzhhnU=+PJbnU+%X%r(^c)b3T%Rkl*`YGN~-N1vG}`5tiH8^PE5*Q+A08d6x9&RNOe zHOk)c3PI)|mBj9$?h;cxNjc_UjkvG;R@fuTpF@Zkj`L(np@y(+sDW(94PskIor!76 z7yv`AnI3L$;-A;nFYv#{#m*S0P`(m5ptwE0ZY`wx`R zue#?7kcYI_o~@?59Bzcw?yGP!O_qTWh7C-FZ7EWie_JoVwv!#S!nmHzI_)n;h`IGY z>LkI;oS3B(ZxM^cU!}Ld=0UX;b*I=&I;4zlPH~Z2@`(hF);s#EUr(v*W zAW01K=Q}ZX(65bXV?q)#D7#d@#Asukb*hZ7bXdQ$H?y`9J^s;HbTzO#AkMO;xsc$@ z%6D57!IWKAkZhJuTAxiB?Cxa`Ee&yOq|&~i$qlPS!=S!z6#FDE^B%lb?d#N3|1b1^ zGc{n5*d5N9G;agukJb9X;EBS2=1z19zJYyx&03WK;h2!#xCH08y8G*{VZ+C% z(j>u|QNP{0{I5NrijzEKMfdJOu`GCDd@9AT-=_sMQD%bt$dMyv0@6&x8Cio5uM2so zVCnBR#DZrlb6X2WEIkX#Bfla#Z3LpSI*jw`y($6D$0W_CwNtRe9`^)VY^AwqUyk|J zHAOqGtHTnVLuR9tfphImv%7M#@B7n*hH3n2-wwSv(IEv#;qap{CL#UeH4@N7r(`O_ z%K!8SV;`r)Wn$BB-t`Lr!MO?ZUe72cni)X2Ydxl0ukSRa8@OO20FVcKrfPeB`s~=f z>sR{K&Do?Y4{wifU1gS(^r~ORIV2}RD;-MhH>~I0Aj&=!v4iy~R|>Q&SNg_0)fW3V zS1N%ATsoUbWRoX`?6t@%fX&Uqgu2BOnt>~8(rGxN43t&4KH^9czICvDWQD6=&m4`3l-1@{?|n)nmQH&4x#eQ(GSmN!I)|x zKNVphoalpT&6~_*UV!27GjaCEzHJ5DIb%jfzx=7*zeX{VyR)v*m0*z;Ap>amp7} z17LD2E2u$!y<~0m+?xOdV8ZWgS`bAu_e#N{=BL40bF|=@{`<@+;TUd>)yg`2@R<0^ zeig)#j6bUe30p^RZXoAl3FD;%=<}t&_IG=eH=wURsyKjZZHK|s@h5F&q2wDytS;^Y z?myF{V5PEQjY#tWJS(J?;Gb_lDmi=s!&-;fZ0tka=i*sZ$$utDFUUjXDKoq1@rrm> z0$&M(C6Q?9)wmF`TG{ay$Qw z2geD6U9>&kEwnOpN;wdu=xDyd%Tc)K63|iulU$&M?QGCiAd>OlXFxS>yH@|R7b@z+ zbj2eVU8I2CrqbIKemEvZ07BCqoA{pp5L6&=#`hoY<>x^(lWLDLuR0nBbfvzwHu|30 zsi|R2$@!wt4}|e(@-MHR2W-^9?t`e`DB_5to*c)@7Eykc@bbz-Lu8l9>5;6%a?S8bq7YwBmy=LhI;zj? zCuMOYzw#OyW(euAqcoJ2ec$)|h7_LBuI8BVDn^%Q!o`v35|4>I1D^Wx;5OcCTNmi} zAMZ^;ucONC7pX8a_%}Gdz$p2}W1`9?`nv?Eap#rD=E)9n(Ii0sv-r|$3!OSzIsW&)bs-|KR zQo#^HG7WOQ0m%NG9*mCLH5mM^2CLfh$G@j(nzQctP|-n|z#{cOlUyoiY(wQ$u)AK1 z0;-Yf{mRYap##81lP`F0wgX2o;&p3yI{#{}RdqyH1e~Jw8#f%oWC%~9QopOmdXwbS zjYL142ndoJE%4>gyn?#%azCIPfXWTuQ7P|pg2^u{Dxr^U@l>QCn zrPPA4_I{=Or(SFdKZequ?cFan6%XCe8!ynkAan>G0VcfCuQKK&m?I;)#alG<2=ixo ztI6-#i88^=jn2>H0=FsuE|ac}jSX&Qac)d8893~;?pLw`+4UX|-UPB6@VGSqexb6Z z(8vg!Xo@uLMPTvk6TmwTw$ML2RXF(xkvYZWm1rlJ2k7NTPDdcm4$*xDBO8p$OSgf# zANbwBkL=+Zd>bL&gZ3^-NdI6nG4ItvX#jr57wnuv>Dg?rdzJGk-^q4d)1oj2$Og0J z3MflRA4RthrN5DS|961U6oSKB-6lpg^<*AFK}qyg^7XpHKa|PG|ErQ-%K26jH}Z7% zUBLf-g@zpnRQ(94Cd_L6pNob0MZY=;N&Ie^j09W3XL$Z2xGaG&0ZkIae|LC9m_P#X zI6+Sr@sD)I3fM^?9pd-thGUKVaBZxBenne#?fsA;C>xtu1+t2SH-TX zEZ!@NaN^nw>Pc;05^5MUJju#R!7BjjfhJ%9KQ@}J(t2Ta7}jvF$P{vhVT!UcQL~eMVI8{&!rOyJW~{xrg0|i@Vay-8=0yH$ zKRXiJVwfRvq`sdHzd4!94O?PS4i%4<5J1I@xwbL9CB5pN;GH90R6(c~dML9QK70pS z3%%2k*axW~kmaG&XuT)b2SxG;@FiN^kkr!Ho_~|Rwy*r1vqh*GZM=x@t+CUv*43~jTLaB+zd1|1t1a*C*4_)} z&hR2t)`vdzejj!mFn!*JHNC+lGY^^MM{6hbgC?>lZaP} z4@U7XIZ)(roYas?J6h7Jm)yyNOkYLfY6qJmPIa%pOv6x^aU5G!>?$$v{E9=CQJMZx zz$3XTU3b>*Bx_d$0`!*A_Tgh zU>G?zp4Q-s3hOSKC)_ELse69PD4OKcn;qrTGcoU`epa0HdnTc~G5^{K2_iN@71Pk2 zxG9%axDw8PP>!xRF2}ms!43O*>Wy#G+Fja|$bUt`*W211+ZO8@&9C%YP%bOgDC*l< zZ0rLnG`sw-jT?cR4EeXP<+v=vj3otpCwfEhigVG{T&Ipi zl;w=+nCm+w0OBLr^Nv;}c+S;x=Hw!$WIiJYrVPf+7aW*@8Ra(OEghz^nh#2*eD&Gi zjsvbTWa_S<(2g&Ao4W*3?2-?y+K6@DdScE6L1}s5vgkitsFkYdx}LyA~Uth=@oDY zF%UW8(oPACJ#CJx_uj6uc~nuFDxV605tQN56HCa#3pDOK6$K`P|mFfT5A8 zL3Q&Ep7mPYk?K!NM8)OA=~(s!owB00wNs&dIvR)r*Z1ghsZBCd=kGD!Y(hLF5w7tH zKx*{~^tq~)(cD2q|CXL;5!rFTM>@B@*f@cuoyknxI3E+Hw>B8dGNMeE887zp+6FhS z?bh>Gr{$O)#X6o}+S6gzEQ(d({QeK#?H*q9$8!iomll^D!(I|f34I>( zFsu(t4ojr(Sx!)iM@m>(Ro$t2={heIE2XyffB(c*uo{P90TI zw+RuM6tBPHRwO=n(VM9jH(825)Edt~<(-1@ugA2YI|d=12r#`%SL)1`A2uGI1tm zz@?acAXD!sWYXDAbygs+VgM7Z4lEMZYw{iv0O1H-3`%@gmY&G}oEbADUj|=2+j#JoIp%dT-|hs+^F(7TaxuMcPpfo$j-mR(_=NXOd^qt%f&{AA6!{ zS8T+3ITw%kVf~sq7uL0rk#;371br)RN_;W7eB#*Sa2iiBzNuH%{dTHFH)n)XB zm~{aFeoNKhyML`6<<|#qLnc*Wr_Q6H{CvqNwQ2UlRyMcF+&d~-%04&T>^|Ytm~~;E zKOB}HMv#3-CBW@y=im-NoN(a%78@4r#hJN6n5$3m@-IKDz4$&aq(n^ai-<9VFz;#-|rp^7hg!511Yu# z5+$!XtAka;y1o^Z?SUPwCW>Ar)L{cB;eatjyYc=Yaj%QA-chPu9J`mDOGEpvmWBq`&FoX5R=61GwYAEZA&- zh&^UKnzSEA5Yq`QG)mZSD7JoX_+Wmkinu;6JUt-%`g>`w4|+6Bsutz;0k>3#L*81+ zMW--jnqN>HsF&<$_!8bo#3Q_Lc4q%L%W!V|Rd^%K1dex=i@rWEEqc*JSqzRjBKB`e z_fmD7;Dqd;Jxa9~6pkTHtQ>x19~`Cj^~Eoz-M6=89exJ8gMQ^iyhq(AKaq8+U&hcV zPik(=QVQOx6P>#*gs}XR<;gUilMvpxNk;q%PIw!r@{^M>9c!Skcv(PYbuHtOXZhu+ zlqUd}YL~T&P6uwX9@ky9A~wZxNXRz|p-vemVGqX`eBGZj&cqf*R-M~Y4wJ^^*FkKx z8ay~m9q*>tn0IUm?nz0sr?lXQel|!L%Yimqc94(Vjbtxc^yp=Dve{T%R!GL+qAlvq zZF#cN-I#s9o0~h8uw4-t55XnP-NmK@(eu2cKGWsA^RZc_tb4otY_)iwWDAMgj3=bF zE#WJBPxjjGZeKKXdz(dVr_(EHzHR(!CPYB!%=swAFifWTb3;DPxsi#Z*810mxo#ho zU`_$Xe$LjR{PBQ&jG0&%>&Z{?F()}K(1SE$ODuELC$?G{!oaCwcefB*c>oNiUl&S0> zcd?P^G`xDI^roKk`E^xgh88^Ks1YTI!* z)PKewYv2ks*S)86##c?!W$4U;>XpM{2_5QFjDp3T7TyoPd|}t!zfe_;U;U-9&HTWzFmK*#q48z+F?^SDK826= z8{_j_=HCxm8ab0bJ~;O1Zd>DDEAoz}%6s&7b^`{t-@EvD{Kw2xikT;iTlHr%tvihK zlbKo~S$T)r5tb|Ke~7m-4WREs1Jr$t*by@B+kTk|{F@Ee0;2DmwnabLVRy*t_&%dF zF4Ssvc)tbu>FQfzuP7nr*L;s$(zMkCy^6HytIO#SmlE9;Mh*tocaKb}O#6x6ZogOi zV)SPo{wK8cu*Tx#T;Ulxf4~y=YQx#?^J0@{$%pZMbScmZI^_F>BZcLV0omWyNxEh_ zL^*wj(kaTZDZUjS&V*VjEYBxbyxvp{tFJe*AY+za!ICmh1w|0I;C73b$?P6>|@4TF~#N;C8mt{&}vXuVlu8VQ9^le|J>j*{f zB!dH<#AM&%ql^K5os>xY)lObbHn{52qw}&oQyP}ar}Jf0D_$)f!kyyl=2W+>tCPaF>lnK(Ql!C|!0T>zFO|=o x{$aOCrcikZN!DeNw|rp1|M6cT*Ao3Th4VXp(UgS0Gy~E3Uvu?yS?83{1OUZ6Q+)sc literal 0 HcmV?d00001 diff --git a/lag/report/time_7657A.png b/lag/report/time_7657A.png new file mode 100644 index 0000000000000000000000000000000000000000..38ca26ed455f644a44316f61bbbd7fcf65033f9a GIT binary patch literal 17833 zcmb`vcQl;g*DlPAE(oHxMDH~wI!V-Msd^a%!Cs3DHTAh&H1WVe}wM5@nPy zN)Ww7Z|5PubKdiw@B8EX);iBxS(*0SW#7A8``Y^v^-xcPf{d9A4-bz*OH=hR9v%pS zhld|ULIix0-sVdJ{72w%PwOcOaQTxwj|AS6!ZnRO@bIXtF8|?wRQ}+Ahj$ZCOZDzk zpRBcCzD+3}7v0-q4kJ1Hiec3^^#tzJk-4RbjJs&unllKkEVwS9n)tw0$X2lqR`=y~ z;o3&!Q*M`g#t(`$Ph?w^mBvo(25w8)FPe>glkPh?@-a(r8mI|SmJ->OouO0x|8Yrv z|BktjA%jYx$PTGqb1a=vAjUB!OXmlO_X-J*fq}RwJrH-0ttxkLPlaX2DOrtszq~>6 zU=CF9Q@IsarzSBUMLkwxJy{gBYj6DL;va1fCSK2JA*;{x~g9PT*qq0UuVT zI9Y(3BjNr8sav=A<@l+oskO{xTfke!BBcram5<9OISv)tws{7cL(=X>MMi3lFTApr zqWB1!dfe;fh1jExCypQ4lf1l7Ad@VR8228HF~(fS(dOC!A5l{+I9hvf!P(#<;)?OB zV^%eg*_F_&gd&NR5H3#6$Mnkbrc>?`=mv@BpG5}zQt^n@WdadZmdwAKyL2;dAN~1| z8~8x@9xxET5e4f#P>-&~j)WMz}ZN2=h*Z zBOvAF`otRn98AJ<`5~`v#)3Da!`H4Xg2$VZlKY2Tm*^PXg&Cd@xLvF^gxVa5(d!3NNofk`qs1)y1{v$ z@Kve-{PWB8uY(ER!SicRftOhq*Fb-b83QOE7C$b$m{~fu$3K>*&KqpaHhTcm!;3~* z4A6gK%!E_H3XEhQjM_PO+p(}yO;J4Ulw&<0qURNR4s2FSRg?!(D3W;{o>LWO3cj`_ z%nW?GZB{;L14xb2ST!oHK=tljp?pGouuy( zk#Ut>sl}I!BHheN#}UDnc4{r57zVMTCm-})<393_U;!o39DQhgHR}DSINCO3=vdhi+t@>5^l{H^h= znxO{9UkLZ1%`C(y4Xkb=x{(^l3hSw=f$?UdY2ppH_&UO4usyyX{yYL{q?}#qd2t5s zpbpfy1<2=Yj*YH{3Pm78fn{M-TPxsA{f*fh@X+(f`K?om;n&;Q4Y*@X&~zfI@b~ph;^lGN z(H%+yMX-X-j$20z+Z(+CHGsoP`jUbz_{!#u8ORoQFZlOEF)`ZA4D50dF^cqX5iHVP z?m$*eY~p9+qW)r-#HE3d-3MoS{=W4G7Kf)E zZ{5?D6S1K=Vcj&@jQ{-A zWa)#>*1JVj%JKuNPGAPvilxuO@IdnX$(?S2^~op3VBppK3^M7kQ#`)*l!(p-k>_) zhb{)`l7yob5#QgR#a~7W58p)W4R9KMH^}vRfKsM6(gHKWo|5imQX9(Rg6K(h?jgMN zIA(-YxqFROBLtL0%+Pks7$_IN#n;HdpmC1O=g`X3-D>t8|I+V?RY2mhn7$5PDDBou znw-o%!Dp2X&hZK~c7x%&g9q}QfHr@dtJQ<*>%V(_G4`G~D*$qhgK~BB=$~lZGO?$@ z6thYptd^Xu+O)iwa&vL((0>X{Ul*mThEv7OU@9;$93w0=CFN0jID}<8mT7C+uh3Eq zn7hl_+Jox)3-Mz7Ebuo%1F$!Kwz-nB{n@JJP(zg$_jE(m-&HkL)s6sb57HsVk{W>y zgN*?&GkzMF17wMR2hZ=bu+WDTF{*=Ua_v+=X26h-<-~|?Y!X-&+Chk7 zo|hJ{&?WT6Yj{Bwwge$9dem^6tOH7Tc|x`HmfR2`(>2_21d2sHe{&NsVZ|g_!YNlQ z^P>oG8FCdVmgPZ*N{@b0#ty$V`sc`a$>^PvBNZMc#pI~pjTslmv2gj#P`=#iFiBv4 z+>Ot5h8TJt;F$8rh6p}pzjNp6q<-u7K@@(MDF=PSXziKGw#=&VTUpxhYiOlAelMV3 zEL}aERUOb+)YLt!J(@5_ zd@!0&qJ@|j>ZI}8s$Xdrxr>hPN?%qhZT~BWbI7|dNaj3AU*62z6&K>#tfdwOh%>#r zq@zd@E;u^%mwXFv2y99~i=)K}<}pE#GcX)gLa*MNTx2G?pp00YOoo8vkC%!dsD4B4 z#S}K9Aewfai5n0NcxoU0hct^YE4XZhZABgyI&6b+Py1aE;yXaUMG5&9Kq^kOoVkYg z$)HBoSx<^^7MbGO|EfOkK?xKc_n>y}{@r*^IWz>c#R<{&2au`%R;}cku}c32g;oJI`Ot zu)8!-^XduzulQf)wC-dV=DTg22 zJG;AzLe;j~nQ@1WtGFqTd>f5Hb`fBA?umipmQ6kq*>YYF4vk&psg!jVd8EG}f1>uv zFzV9Ti?C-|Hd077mEG4T7GQM{AHIf_la)w^<41KK#TD`P@YcYSan5u#wPI0oKot}V z9fO-aCD~s5X%Z#U^RBhdquT7alztQ0P8ec zfS`SUj_*If<=EXih>CC=spO#tbYyX0@5*|IpFDY*D!`9;A0K?{KD3YiYNc8t$~2iO z=^5R;q&qv%iQ9*>#Pw${|LZG^I}u9&zdT>Hvr`py0t>Na(E3$KC{A9E#C$*e4~BfMV_r#jNw{4 zX{re6M-#e@W|m7u_NN(;Y2S`Bfym(Q%r)?}b6;&2J4c-iz;16<&}8Cc;;;mP+j@kC zu{4<}jzbtbF813b1Iiqf%2QWDY5J}9WVj5w{4up7clb4~W-gIjEL7B7xM3XqFE%#) z1|S1jEZm|cTw3k7yfOp$H}Y7;6{abJk;l?pTbY>;asOS)was9ONfEeO-<(KYPbbv= zLJX$U^TN3&zI}4=-L*FNa|CfTg0obF8 z-s#mRCigYN;2Ov}=hV-y<705++WM3<;-5vv%9)ccyI00>a5-j}*km~C(#c1I{Fsk-f5G}XZqNqogz@P73xZp<=4U0hjmC}Y#K^JxYnYT`u zOocpysa&fQ72j<7+z)CE3<4kCFAd-6d8qv3^gA%01OIe~9epac!vrV!sFNS9Wjf#8 z?lEZWzKaXFQX`sN)r@ydI*v)(3fm9QjsetCYP>Zd|DW%CoM0w=(qvlN3}(<8=@8=f zxz5pxOCX%xnTajcvAdp>)BC0>z9UgIs|N5yD>C}JG8hjz%sC~C-@013fo;T3!a5FOG!+h%+JMsaL^zXvy* z2~GoPa}piupA`RTxw{A){BZGB58u_nTVMK0xs$5-re+8{araeoUuB;)4~j1}D^_P~ z8mU5zy9Oh``r~dx2@S|oJVaYqC+h0dBxB~*t#|;Spz1=K>4#=c$iZ?4pohUZU}n%H z^2984-M}Jv?0_&8%mElUp#qs_Yk1>QN;I8w;x{VgP$sFX^8+Ao6~S8s59t&1VzyMa zhcCuTMHwo$MbT>a@w-ZqNO8ULmT&01c2+>djjklf`MI~urUIh`XtZ?uQf@t77T**U z01jjap@f;gwX{LZj!$GIMGKxHom#xxP;5YK#4+oGGx|lcj+507|=!`O!5F)7c(iEn;D;a z-Ipm6oOSl&#T`mExs-_-r!*OZhYwW%Zp8chQK^~is^(O2a=)8L&B||JRy_c=-JqvW zm8rG5uTXM(UG#h6-PveV$D$8RDNW}wl~IV-b9UP9y%3b%P=vLU4U#83*ScrQih84m zm|n!BI`Z_?zi!(uH2?lAk{EjAp1G>7`p#*zl&Qq9qR8QAQK?By?cWG4umNMK2=uO_&u*ooI zrfj+3d|`Sy(}>1za*m^+pErW-bHmasuFz7CG$1>TtTVi{L9Idq0@}14tBN3axvbdQ z5<(j5S4RAlkg{7nSSwO$0AUl41e`$2x!~C=0A^JHFw4$HoBS`nOItuLTMx+Bw>Eru zW#m7muPN##FSxRaVKbr~;D@ml@}Zbs1$C#gM%p6#c6fAa9Bi(z(%DIS;K>!ZSO5X$ zXlkVVMn$(j5JNGrYE)vkB)io2S=jOiHj;X4`8~XcXKTXAAo=phbpRb?U0)Rx>!M#( z>Y;h|$tZdF^k{1{=qk|$#*&6;G}PZQh>L$7HT`9F_{nUq&}=Aeo;pPf7Y%?%7S*1l zXzI}NnQ&y9x<0eF2K=X}SjIb5Ysc?x2Io04)Xhg-SL&E4fKE(dRAOa@RPzb|Napz? zYc7FDHG)%a#0nP*O~;=u{hVfP^c}P>wds%qlN>n1Uzs>7P|kDHh1_-nJ9`NQli~m( zDjuvvl+&3?y>;&n>`P$+YA=<$@AvQ4g`TYuLviPft8pN}I7}fTpmE|%k;5P?4H+?j z1*0*yFlCqrFo_;oMA<+UH?ij$$;B}P;Q5`#jxUkI^Gu%zzl5&QFlLIs-SkPUgl1GQ ze5KaZM~4(fRHyjE1S?Q-b@pqX1cJ0#Z(SK`BNt!1w1hpb#A4A9s~NAc*0X~vu{}># zT|^s4mBAE=>aWSLV3TozW808NW$iQ>0s~S!-NPlsHeHzCY3+G;U+0!in*tm2=#>;) zF@^FEG0L#NMeHSyGyOi!#t>tCN-OkeabzjO3)Mi34e+a9ljI*|9p>bmqrM|Wy!LoFYb-;pBaT@WT)|(03U@++r_Sd0tr(=o1i{~ zG=Fg-f4ma&@qSoIMR5bP-SMQ({a*~>6jg+hL5HpXwgg!FF&>|6g&0vIsIcsCm&1PM7ZAq5=l7RoEsFHo{%m!eyX0&knExNV&B& zmU>}R_l|M<`)Q)^aa)vA+SPvL0G@2P{rCs>4>0G}NJ0K0O`7{}7+dk6QpkT|*pKwd zg*hsFOGTt#hOA#15x3jw1l@olL-}XQz>8m3OE$msj;-o4UO=)pJrJ1QSIN^I%R)R^ z+q(Sy3Mu~S1t`1dsumJ{j_y4+gh%$67ywn>b>_QjWfrR)P&y9i$VgQj1f3qtv2N+Gp3D3a*H6g9KU~x^2}vP zvZn~it{lz-q(uE38Mg6?N9E4;kzP1`eL8uW#coGW}y5R5Q=Nx?0>3QVqYv8my zpCImL{bwvDQgdU=T{PVb(+@Zgc9r{iq@y1eRiHOU>(o1HYMq_inoV89{=>QcP^;wa znGD-&IU>X+7D#e;|AK>`mJp4Z&3j)`E~2+jDxL%JtF&to-HrQlaD^d$04H5UGc-NE z9|>>` z@`9h3r3!%v#u81cN$mQsg3&g>c`kAcoEt;^unqI~2P#14;M0Xuf6}cxX|^$VaIDo( z1&5iR2yANkQj_NR09p_l_mPl#AbV-e5UMSZHMf>#lYC%)eU?2@vf=C{wuz}LcKebs z-cAPAi~sQ2saTswf}4dtPd(Y8`jS1O-7M9degvt7aV#Ai*Sq444%0h0y^dAk zk0UZs%4}lpt*YhV{uwRj4zEU;PXfK6%I5v0MKoY3C9Y(Jw$%U$WK5v z*A#>Ye}S!?UcFfeE3XHcRHFcnZJ~%vbaN&?&i@m`%cjgKOG1B!m!c2-Xa^l}7IKu! zQ9Kg*GTqZeCLr1@o5HvfV=`eq1H{|_yB{Xo``%3R)(`F4zrnyT^gw76LZ3@UgtIAs z9~T1>I5zv1QQPsTl^C99`r&N3VQ~{H%-vEuO_UFsMm|veT_Xi}q5Z9mHQ+4w{=v>$ zSThJ7AHHJNn3zWWhmfj^ap3+5j>Dv1PPVBsCzL50YEZsf|Bjz-(_8{T3YpB?S~t_S z&~xP-ivdjEz+x(ye=GIoX*k8|K)c+s65DK!P4-z5$x>3WXyQqGDU~co{~%V*2#hXp zzER6NN{qpu4&%329>NC*gRb~6%fKsdrNsjTeX=~|Er!%@1R3cNXn=8TnE6a3)Ot6( zukwild#(FXA4VSIi6bfXs3v0kke}%i{NN3AL9>MmaA8l~Cw&=92YW%Vd(G-tZvR2r zhL;N}I5**2k;6J~bXFtHgr4v%_;WTBPum`xt0fWbPtm$GGZ9hMmT5Cw0fDDmoM`+* zIv?@)RSPeOvVZ&t=bQJ>l`~bI{P^)}BU0bZf#KSJhmTF~zZD9LHeKKNGB%p{YE#iP z@Gijo>Hl};ueb1#(ifD;J1L~>t?ni3Y=r4`jU<|P(y7AzV7)kZT_x0u@9)$WmX`Qf zQT26De9uivDn){&tjk&gkF?Wh>_~~>&uWJ!24yC{y=6EZYynElb7hzm_9mqMgUR-% zE?(Migcjfpd`Igl9tLPY;4!t1qn&l~VGU3ji2oA4M`}WJ8a1+Wty^6)?t$*%WBOl> ztxWb9=`rjnMB4F?4TzE4$!Sr#iZH7_18iygwhkt3CBE(hUY*SE(bn*wh%sD>NA1u= zDUZ?4Pu9%WaEdKCar#5vKaXOBXn9p8YvFw&@JZ(@h3HvOv;KL#o?M1P+iuQzddEif zyB+jnm6`{8E1?4TwpI|4)Au$VXX%RgL_2SFmW*00CfuEJs@qVYlrUm6GUH2KeS*qA$UOGX{LJ$1!_lHI#_Ssi? z{~X~ZM8#rmDvIIVA|)3SnIf~3S-jk+h!vsw>GoouOL}(uk(|q z^#dyUdEkfLvb8{GK@;T*x!YRWNUs7p?{L4(uv_=97TMcY(y^$53(V7wb#ft80*SVz zT3^=^Iyw@E-<*PjZ`{CM>jeCkanpbzO1NYV{Dp*Daa*q_`QesZNbQSeM`b(h`sK!9AZAZak<7CD>e zfX_w2N1kmND)co(M{1e?KUteyyU@YqV8&E!fdI!n(h;@QCssQJxcTQqz)_1~Uwk+v z*pU4?esQ&q340EJzHn(_3;Yi%V+VE{HgL|IXU94==2=eY(``G>spb94>*43xD_HUe zU-MMMdgZ1<3mSjm&sQ82A0Zn^ZqP04J;#ljrYy*J~F50Tu88 zMeT=^sC-`@zLbdm97yQr!%(pB(TFpv`;?anG+Tm>c4rDyNHGt{%JKB4WI#jZ>%}3m5_`5-2XyI_8xX*va4kV2fVvewIeElbq#YdExeT(;@wqLh-F;4~*Ihj_= zKjXSNW(NR^0MdthfR<4bg0u--+QQxM;O!HgFT%=@;R6l2ShG9xXsr`f$sd6y#z80rHuw>cE4-WeuI~Am|%(z;%8k&(vpZ#bd^1s0I0R?UkLo6 zVp_A8OgH`^H2~uWb{&69*|SKDr8m-W{LcASy6^Jl4ge@;RBZyc{>nbf1a8$Lk6xNA@VMXCKz|5;>UBV|h_JT?QPrk<(K_C3@s-Q8k_T9y*o zgCKWjn3v4%=h3xtudv_*?PC`C)7+v8rsxbY-_pflj7_JK3vX%;(jy~N(gBz67i#kx zMS8p+?>?wBKp&S%pAuW$%?_b;y8=`2Hqt;1Zq6h>VBO>jQSZ2c1Pu*1&m6_F(Z#nm zdG5BCI^H7!SQxtn!L1|_p!BozTxLsUl8R%)TQ#ZtG~c=5LPuo#I()A@9uop z!{(-n*{J8j6$S_N)EX!I0AnHkQaCH1Hb5(iz<-xQ;qd0S9E#P^akTP9==oX5*wa#y z{!G)Psxgb!P`<53hbJHNF21O7{!pe!qmQ)|-Rb`jT8uh$VH?#Mpr65hF zBBBNCh5r7SqcHE=i%;M?Hur~Dq4x(|!8wuh(?r-$3*F#n$U(%a7EG43huUw0v~CI% zLez?D9eU<8zEq&ET=N`A0HEze%hPP^z65%Tbf2CgmvYE0Ouxu^E<;VZgU)Pw^n7-9 z0XoB#{d7lrYXT^!81N~~lAcaAH5>JY$@1?#1}$@xqxPDFGzn49i;X za*wpbKjT0^vx%w3%GtqspL*p?IK@Mw7o`1jokJfJdFq#PsZKUb_m>RH$kr#u>3c@Y zw%Vz9ocs*RLpPg4?#zVd23Cq)M>RurGgK?K9lp1zA4U0;)nm`~!ucee#wLzl?cG$K z$=EJ2j99JEZ@N||<$SGuvD`S8=UToao~4a6+iWu)CFo_NurhTwz8Huwr8GaC*b~nL z?|Z656XRR5Q;NeOptr81=7?4s$N67up<%1Gok{)mMz5;Hj~;_S`B5u%&ibS(N1{C= zt=2hYKA~=*)_ZfgAK>$)ZT411ZaYt;JS#Eak?vZbobBfDc3mNBvZ(pAaIZX$S#4v6 z7He3RF%0J+Uz;Gb4Eo|nLu>S^$l-~$^}V_x-4G9ih(*&|y=*yr&$gY|`uZ}oY}dFl z!|YTG39s}M6mO;tnmb=n9PjOH<*Djl!gIWwYw}9uKCH{p{jsd;)4vIlnGxog_n0yj zo9d4rRDo8ft-+wSNNRYm0Fd4TkRdJbh>-o&S2=Kn5x(Ch#d~#Qn#qEwneT6&7AJMq zd8aUSy<9^r@IF?~rBbdgcrjLv+uK{!*qmw_v)G@kU5ICs$MuP6^NQyNI%@ahRXf^7 z^=-}8Djz~$V8vz8fMYU|KeFMf*9 z>kEN63;W6*J)h+8ygnRNjeVR1tdSXdW*0~yZ$VokC)nkvdQTC_17QQ2mp(RP-6>~B zBY^Hky{}$T(?YW4z8)p$h9f(t4EWE%d#AhWbp}#WPN@N{-fJYuyyMG7iU)t?8y89* zwjNJczo0%kEjKp^p(`$4?POSAa-Iwx8!P|f_v7cgFln{hPIkIh8GYSBLFc5o0S1-4 zi!oxt-$g8^i|W1(*8L&d*)n2dv9JX-*R$){9(LOz;J*ju`6zNh@@R4I>zek)#?(h zgK6XNeo(mo`-R`e%5f?p`UPbUKmVTY>`hM8eD+>B+c%XrER2@sU<;@|dz_l5?maym48pxJgtmg}F9PMK8@+l|?JK_cQ%Ko6Pdsn0wjT&h zP!1=ez_pP(zumv&zs>ji`lY2b|S0Z6y;Q|zDp;U+k0^|Q#HDyp>L8Q}m{9`Jr zf61K^p5f6fwB?3Xv_Y<-9z9kxPtA?A!1Q6#FdC1={u9Eu5+%y6X(fP8T0R^)hL1wrgtVcs}eF4k_zh?0c_!DzxWMZ^kMo7 zK!KWOD~?wk6uH-Xi;g#q^Lm@s2-Z{0+_QHlItfk~SsN)$-y?sp6cp3hIa2bU>7Xygqw{J$v;{VIvEUD&}0uknu66v|;)UmM~-R5rF`-PT;VR*Z=Yn~uX5fVlhZ^g#H5Pit13OnC+C64b( zeOk|A`goQ$?+!}*&m(QUkEUavLQejobMLrZJ9J8#~r16Lvn$u-*6+L<{86a%j+BfA)C2VX&42yBs6@oE^ zTLVN2|i-XE#SxN2t0jW$TXUiMu3XjPeSP=1Z_r$tS#y1N-1 zN%6CMbyt4m9H9zEs08&+t2W& zMdNT%x&}L1NjrkWrAGQgu1ju6BnJ)K_THFf>hKFkWF^4O7f1E;`}5bnd`yS)$DO=( z$^g}%CbC@>g-yAao|VINA8W8$3C(R_@nh%-X|pF?LRQPGo@HL_*Fod-#>&$b2fI0f zFtqwcGwDEdRMK3^wr{U~UluBo6z@1%9jZRHeOaH6ZBNQXSl>MLF5p5&pp|5FqndP( zkv@6WYMCVKL-%JhoJzrSA99Ikv$c|;e_yPwVGFgzzss(n{#N_~fY-rH-9$QH4r&JO zw^#Y5Mqfd~gO`Sudec{e688$qoH`8SdP$sn4`$umi{*UFnZ!vaXmpVzR8jrt?&_%V zJ1MJR3dNR9rPY=vpKC{!V;QZINnIuuycg~|jkR?|4dsVOOZDfvmJn8$k&3mzl5YwY zQ};N#IKkvVcVsKb(G3=m>jBk2MR81};UD<65Pdsp1+l<+?Vrc9%~tl6(l5k_1t$|J z{e4}gZc&~U*F-YB%<87<$Ph49(V%oTz zmaH>&AZbdx(c4EpFf0c}u$^poL*GdSDNT7Ku(|#$T3GwqpV=L_&tPdJxx3X4G)Rqh zFCmF>u~L=ZZuh9QC;>7+uapbUxtm3_cs#XS38UUN-d!BMJ>1fAcDg&r!?2$v(H>vt zSaU+Qn0d!^cQlp>(pKzZE^}aJiggolfqr{EIRQUD${UHpKzD9a6pyq$IHAiez!@eD zM;u-5=(b@?v&e1VUV;7H%@)&lRZyg^`pb=mp~}J*iD=E2z+F@1*V@8esE9VA+?*AG z#?V`}Ci?-Gw_dAS$}y1g_@Q-Kiy7}-zjj?4L5h97S&XRy`uH0ZaN>C!;%tZEP^sY; zI1PXv0SNdMTxSv)7xEM4dR{^m;S|U0u{?58f!`3wuL}so7T1J{M8WZd(>IU(A)BBt zh!REqC%{+F?^u*?oc%vKm{WlPzq&N(z(5du*KW68#YUH9U}|dpf>%fN3Z)*~G*G?h zK6-#55>AU{&eZG$`u)d1Cxst%fFJcp*lNK(ff%6KVPGMQKUEW+!ZjHA=W`vXFv|NY zdL47$mfsYZoBNY0ZRQy=4QXf9O@*h2CrTVo6i8@-mvBAnGZ9osoVK3LG#((3RXe1j zF6(wnSjA$}5q47(tDBIf&&3}8Qjnip1j2tV7q)H2nH@2RZz5YUgVzWYAVNP#ZMiN@ zeK!IP-^l!FCpW}gPsSq+v#6x&`oR!0O&) z2b304kA^i_Wc$bfA9C8JeM^t<=G`8@eDhgrFNy5(g;w%1L4Ys7BxNuz%{Pcbb%K9i zo}KEmR319f{pCjMtH(zoBTiw_y+UV~t4TcMd2Hj6(rwG&cd7uq?{NcWbL9~t0bWy! zy?B}e-2Q+4;gkR4nHF~ubTOq4$N+4L&_@Jy`EKIn@%N5mR#h&0s@>>LDQ|Y>;LCx> z@PrV7Dz{Q`bX`ZW_?R7(&8lLwK5%|!UkjNt=Mgy=C=MUzjI+czVF>0fgi}ErVb1bj zC?S(K=({rS*eU<_hjJdkjzK|qmsK0W+xU%LM_CGDA-#0R5zGaHz@ta6;m7h;e`V{F zwWIpaF=~LTJ!QB*Z z18CG>(j-87hulv99s|STX5n{ztAW^dz@rx7jYva<+FctRzC2*1-r){AS@_+ov2)zo z7BePNTk1dk_i=Xvj4w7$&|A9St?Dg zZJPK7UX8%`;Gz!BtyK0;h@`>+T^`pczO0!I&L+=+DMtv<(NzO*1oYS4xg_lGyT9ltem&vCES!|7O~2VL;>mlnpV;xsJxVAit2|DQS+vsCW5Ck@9oW>|A+#Fn zCwPh1e?R^UQ7nNTC>|u*E!jh%a#ElU^ip%u+?9rDh2ZAD=r7v9xQA{Q4CseOD z?H?-1kYsYs`r*V%jSm%J{k3M^`1_mlR4rgFG`p&$S$#~9)zRXnk>$`Hwk44cv)8Pi z@~SH8+?%t!g&|#TO8%EG8fypnNNh&pPo@xawv_#XcpV0(e#lWzZnW6cOv4g(K!wx2 zxTjrgg8fULV5Jr0wKmhmg|WbhG^;IE6kRsc`0D1`Z1-utyzoYSOHlFmq~8+XB7j4- z_(n%=jS=O>;ul4*^?@xgf@Dg1zN&3*Mg~k4_ob*#bQRN5(In3pPRv}kti+!wHVEXzcv_cr`pJ|v1M*dyWT%mJsHHU>ink#Ky;v{rANQ4m0^RJx1w6WE2BFBbw&8-* zVQ0_7lih!z2wD_JJzKzsboIm^XKl>>K#dC2FKuOj@r~%7aW}BV?>0$~#=V31I z%y*o=H?TykYu-1N>eHYa7&dIy!-i!6=-sb_RXtydK8B!*Z|k)srQ;h_wt!_uTTqW( zWJisCxc1q;Q`D1{jGHe5GeEEJ2dNbl8*{6rU{#AccwY$b8=GAY=@36+u-7I>y1{vH zZk`q1Usz-L6+OOSVNI)*mwdzrZ1Vh^rg01D7Y~a>_K_(HvLC*XO!G&U#R>U zXMKp*#9lPTc-yh?Ko-^4JQ!!aZ#q1egZ!}#0F)?k1tW%iN>X#bwj141L_gY~koGI& zOuiVHT3|eJg#>I4@rPQd zx=>}2pK5OGpAYUaXFlQWmE88)v~%vg>oGqM7oO; zSap65_JWG5J)X)Ve#yk%5f#L@ikc`5eG#m*+26Uy+d!NNTMfc;W_DXAC;m2B{Kax2 za(k$%1w7h<2cw@52_$%9ZD>u}Z&rFSl5e%7tm&(IUeB@0dL#jvd(RG++tERzMG-5$)(Gj>U6yasRymopD+A0sq zKU#b)-1E#?HzU#;-EX$V)=Dk@xy_<3(#;a$o1C<%=sEe@#;h2EcXH1%WUttmstMU& zF9;bM;cW@gL_47h7QKV-XXS$Aj+j#P_wl-{lApPBpKms$Pp#jUr#d-!y?WLUIH&*b zm-`f6u(rZNuOvhMiuLMKI{b)wp8?ns(~R%+Cyjq%ztnjx3|JQ?<@X-3AtF=8EmSRn z1iy=*#GT4ThM3_}wbc7Ey5683#U5k064AO{aWYBNo#AN0*wyMo=%2#@;~ zOF-L#5_T@;Ga|%H$qBMA8@Re7`{xtw{&_9f?}Rl*^C=L}R8)Imbf};d4`1v`y)I$| zqin6PM2@@VdcTix4F5Os2=hUyJ86U7s-()hTd8jMj6y?I)xG~gAIQ=tMh*i!iTkslJkBkKt?EJa^JqTwbCl%%QB(mNP$!f`VBf!+ zb|3ii=d|e#oXS87O?b%ebNvO~%b9bG@KR$Lh6>|3ccFXXlXtzucLD_K$cX8(su6L? zo?WvfhIG3H_?7l-Xsn%`k|>17F-CXiV0wW{o>0MR$^6ufD-!gr5j`Nx3J$ldv1&WV{xWo@9{Rd#6x z@0B&F`iqDKmB)Ws;0O=>px}Om*|7lP+ws);B5N^9kC&D(gDlAD!lnu%N2u04YH`W< z)j{sVz_$7Ecpl-Zs59RR?tMSOHku?&Ez{4hoyrAxM#1;X+1Ouh{N>-|Qi$J|$WiWX zuw!{xmSO~`jzSfUD{W>40(e4Htjkf561>5E*m-yhE|Yp&xU+dn-il3+gY&S{n2{&- z0rvGOhGFRpqlJwuEXRnKF7gcxzAxoUe?{#-sFCLGYzSL;N<9kmBHw412j53c#5-g7 zI?jQ1lxc8zXHum~ zr$AoMaQFrr)sH4n{%oTi1%RLqDWPo$n)J4_YDV7r{%faEFga3@)9iqtRqWR*>VX8W z0av_6)hKU$Xu8L*$w%b^{S*W<9uB%T7hdJR$W9g8j(7=@%Zzfp9qtzphbqi}d^~U= z(kmqha>{nfA(!`7YCT{Taw}F{Q2vYvzvUJi?UoIk&Ig0J0H7)S&fnBqV`~KaG4AFG zuPgPg$s4k1zlcWkX-749e+7CFKlCczI_O?;!iM2aGFayue+np~qq?n^n4WNEl{`Q( zZJqNU9v-wE(Hf*BpC=r8byAn+$?|t93 z>G68`hqRdu2T_l$jTv|3OxD$eam>GD@$d+xF8?k7(j-F{%iwuiF*`tFlv*ys9$g@8 z;j6+`%C&iZYf^vU2+TFL%h1Z(B!v*9E|(n~zliQHU=`e2lQY`2FkZiTXkT_~Cg~-B zhBcd-MSuI_Vgl4y0mcePLC0vG5)nYk(20eFnN5C7spl;Iy>`L>yHUk{c^zXfQ9c>9 zhZgAHHflpt`z7?DpNpZ`mdqH6(Uj?FJWp z`<9#^V+a%4c{BFZlqLjFRF68(xq0k&EY?b}+Jy30g629%Kw$DyuS$#TYG?-&vEn-y z)-`VWR#AouAW~hRvK9cWg_>Dk$#TQ7F?%eJXyy=*AYS5 z%|n8>p>a1&<9LFROUeXUaXjqbzhM^h|HSV(A5Y7&YkDei@0?2GZ9-RVvZHy7H1PUS zgR?j6GndxtRDIReg4>(=cE)44-_Wp7Ycb?oCbd{u9{21#`MP>+l$)YCDu2>wR7ow= z8YS(31FGgMu*lO|{;`p$?O22ck`(*35Few9MQy7@tP^WD1hH(@S0VSj`X7RzafY?;}lP^kSRw+?voEck{5v1K#lcL2AX~ zo_5Di52_MzG}o78PE?$S>~J$~3S7h9z_Zx*QDM(+?U%OYZ|=4e^wDU^0p2l5bdlC< z0$0hMM)!7&^4(w>xONI;^ux_1cJ&xkW0OTS9N(Q$e86oz_?2}9-@b(bcrZzSY3Tz= zywQVU4x=EJNCm@3D!APVq^=BqlELK(H)13A*zldo8)C2lx{mk&1}yC-Xz8GebNkhe zosz^0i84zbW~_govIFAk)Z=ysRo|(NH)x`Vz8~H}$vT6$zFAA(XVYGzeqKYuD>Bnr zUtUsWsrrYl7w`yx=h_^Lj{eZ}0;unUeR{3cDW}q!lJ~fBGi_)_$6BnJBhPoq;f^%!luYMX%@97CL-9 zq|CO4jm0I9sWz*vRqq;uyc=N-orqOwSU<)rl!6X;4pl4t4FN-TtSw%v*zFct7Sv+K zy$68~8k5Zeg{4L-He5l`B>Rt|7IlIxmuDv-OXtR_`VRzACv7?Tlet*U!f}Zl>T>+n z&=L~HN402DD*R#H&cBBbT@YXxRqq`-q`Q=hs>%vO14z?K}PyPxoed$=4 z86F&Gc$Ys7q$dvcuE90z+p(Gt_jJclR}Ob0dR_{)}P`< zB3@JJ@EVy)eH+ZXL^HkCc%KujO+r(%J(wbb-f%kM#h{|Bk@+&cgO literal 0 HcmV?d00001 diff --git a/lag/report/time_9157A.png b/lag/report/time_9157A.png new file mode 100644 index 0000000000000000000000000000000000000000..78e479773e815181fbbb93bec6d6762c86c4fdf4 GIT binary patch literal 17155 zcmb_^WmuH$x9hWMjYx>p3?)bnA&5#TG4vq9 zs30NT=NaDp-}^e})BbSgx)A4i?p$l#YyDQ-#2XoCQd6)|fIuK>Z7sF?AP@uw0)gYn zNPs6fJt1VkFCzcD+9qVcCydNF4){*)t7YjA0?|4Ue!y>3DjtDA*Ff58cT9rw|I7!y zeBd%OuCt+C5zr~EU9k(gWyx8cGUVoB6U2w&`?Os)+}V_U2k4}A^y8_cKR1f@ zMrGpKZwUKq4qC1%ybGbBNTp-%(mSFJ6{bH|-Wv~3RdX@uO@2{nU2aAyx;eK>4 z;^N3KY&iEcEpJF=0zYpOY3)GnD*?X8i*~5o0s~C!F!~cl5W|FPVL7-8qU4S|eQed_ zVOoo5`0#V=b?eDS+Zhcn@6U!Ct%vfv8}oU4Yg6Bf??7FLa*2Pe;;$qqQ@$SQ4%_~~ zOvR|ga0tIQ!jrPRIOLyUi&LqkPu1*yt+l16kvMjY?8PdWL|a!~Aw zRpHEPtc;ER`AIY|Ev%xVf>(KVEu2Y!Sta(ZY1R3K^5KI2wtt*@(ep7p&Om}6RsrHy z^>L##kJ4`;h20lR`PyWufS!)=A>JU~|8Se*0KA}U`;owfL>nFWCo9->_m&2AD^jW* zF*bl=+cvc$PQ1WtOSSlQ{Xlz}Na1`u|TaP4<7v$AUSL8miD@8Wgz&?I|b>6!yp1k{~3;nYYlDkbDRg=sn~F zij})B1RQP8>b%Zgrr5F}V2VjnU}{qH@RqC@($n4q@SM z)fn>LV#+Y4su9?2Nd&RQgKrfW5_?`0v2N6F$R08fbJN0qV#(tEla8G))(8cp?ZyHi zS8+ey107v3*N4}9kb=kos~jpEEL8c_9AtAu`Oo&g0feCwey66X z&Iu7CK8BJ)m*b1Z`x-b{@QM{(J9GEGFI)$fnubvGgp+_Sc3alzaUnQjoL)*1VGHs? zV{Gho>AAlA!V#T>iOKXw1%c<5_u`X)ug=tUu3RK7l354UCg|&&Jo~`8!tR{Lx_jsNgsfpyYNNX5-{g_ZkNs692g(Iu z+IEV2$ZUiL#sCNYpW!Vj=3-38w^S8*mdVVow;0Y?OX^9~q5%c@l$UJho@pK3z9!id>Z`!bJquk2jv@KqT4 zNOY8?s!6!VY=Z`L0?h_-gD!|`iD?2Yvj}}{9)59ZU=OCwb7-Nv!4k}gea0^z>nKef zNiGJGAYltOswK1%e#i$~YK9m>1f68%nZXy2hlvqRh%P66)4EWbKpqdsJBW|{&Ke_> zfxbQHrGI#1&8sOSAp2T>+YR77XVEoud!)tuH)sy$TQC4NRrlP;1k-#f=V4#GX^HX$UMG57w2X2UI3IoJQ zYc!d}BKU7+Ln)CX2y}E>E~l_Wo7f6xTH$W^lnt~kD7!%hkOgfE5&FE_7bMZN$Sl`N_-*Z2Xq$cRiKw)@C2hNwHz@!>%_p3 z{G20>9Ika}mGVjNT@xk=`>|GB)f(r4$1fww(BAD!BrLaRJf>p0E;u2%okoDJ;0Hur z39wQT*tZKyogXx`l)z#^mIeYZ|G@9;pdB`Jk?aU*$9Zhqt?@cqW*gAaQPxjj_i+b6 zKOeQzc5pC>uIu@qztdN{b#UQuXA>KI5pCYB-c0km1-E^VRw`)?fLW%3#~7QagIRT5 zT^-I0{q*OqFTd7I5l~q?*5iIEWb>F<%M4op#ORIm%!VOx$uK|Mn*=E(S68kjqdP+J1JZ@eC^pv7yDVmy`YC(F%zo#15CSc@@l`~p>B<*;W7Mv zUIVfv+t7XZxVb;Pq&onUhf%|=IYT~ve#R<|%eE_yjC?6e`947O;@>e6;)m{#+ept% z_t>twT*(yeePGxvT!Dr8aB+k;X7dBo{ZXhU_*1msY;A!79~{!0Z&t(Be#q1K$mw2> z%E_0_IN->MG&{R;(Oe0aM!yVB)LO`q5#? zyF6Dn(DYAr(_+MpP}q|{9=v6%BeCWBXURHhYNg+`Wzek>gUe~98cFuU96#r#J-in} zNZDkz6hr`ayx^ax3e}~zYDC;xjHYI<9vNC4iqPZ(Kn@yEfA7Jz$nf-*il^9c`Xy8^ zF6mZv-B4vkk5AXpzpGe+p+i1T)98IKbagn;X4K>)zBpzUvm$aUBv%MJ{OZ0i%Jb?A-eso1q48ACqQUVoF4s4$frb3^G^CS7q zmWTLe7@H&QaQvj@)Q|rbaNxH2+Dh*xpr)1>)@5I}g2M`(r{z6AUa>a+ zT^ITMG^}Ocs*4w3>Y(1B08A7c>evCgp%Cvz#8C30MXJR|Be`*D5jdU!zcKvT|59{S zc!cLAI?GgRJP^la|5X0d@FR0O>O5HY&oQGarbL#dAT?n69RBG(fkRWPD1K?_{GtKy z;y`O1k*<3uDbs_%hDfuxWnFI)>iQq$K|Wot3G1X|_%MqZbO+`+uDC+mbQdxGfsp!uM%Fe@{OJO=) zX%-f-;Tolpqj*EQesB79nfDgzG~c8ut44I9hCSaG@}-EDlq_K$j-+Qjc=_;80hk){1}Zrh;*qrq{#|Z}m``g-SmWTAyCNWOgMUh9(z~SnElC zUI(4H_DQKK|LnTN=Paq+-^A+bu++tmsYdjz5^cbF%zB)MtsclN^oZp=Nj0j`uM#>~ z-(2@>6|<)IUCp@>ep~VInoU4v8UQl~y@4g*da`3jEsB`P{KL z4o?=BnrCt4d8f$$GUW@HGZ;PK@`W_Btlo1ND1yv@dXe1uMV_EY5{d%Phe1FmhjAfn zJ8OUP^O>fll7vgr_k{veFr%lR8FuHsZk8L^1P?=Li25N@as$tJ%Oglkg8p$`?(Z(w z_uc-GHAlty`*OPretB52UJp-^2TzH{&G3g#*nhTE`;_jH1@L6akQ3qdXB|E>u_(_? z=G8nLX7zIF}D8iYX^A%9|ccW@8*_KV|q)5aG^Gyv)8Mp-U6yUgRWze8O=n zzZcMAL9oFqnIhe?s(epSp$Q4Mh7FC}l|QAat4X_JWJiP)2$Ai)BnqOk9m%i0h| z4?3J|P}a3WV!0>;3(4#ve*OD`Z-#Nt4gQO$PANCaO@|(^eN%R^-t)z7hA&mPts4K; zaDM>>m=n(r+h%IfGXn%#>h9U``ief=-LZiu^N!Z4 z+;=j9H3)k53Rl-jF;R8GnF$Doql}2o{?}K}_+>V`e9{m9%&c6lKi=4p*Erx0#fTCq zpx=2lR3D=+#W`c>b55)$)D2vK=*K8y$n0IPviiu|m_Qsm?dL2;xnF$2-^r_*Ds9=z z_0asRzyhQ)&EtojV?E}ZdXqCjvOKjXys*Ad(ySlw-8W&{sbDC4?90yZv)cjof1NMY zV*F4-`J2a>aEtp5Pzy%<3=dATn9aAG)J2yqKU8AwG3neBhB?24#WBEM^#Slro}y(T z#5P*?PC%Uh85b@DA7Gdbw6zUnwFwos32&;QkpQqz{2WZ(Hc`Lv;Q9?BtFUFh~zd{P0_+sVblxNAJNx77^eZK82Sgiw2BUpu&lc_S}P! zX`evLz>skwZ{h{eq*Id~Lt0DM^(~bDrdhRRP20QcuAQGUy;u&n2dtBZNVzYSe;ncT z_8((83j367^Up49vTV8bkUIzw4COF7jcBumJ-SaBX7Ga*tUaOddIZNmEo|- zlQjGolg583B;S<@wvbkP>o^Pt!SC5*yJQbg*sF-iv!?&(z=LX#U@RG`RW%Z)Tg@bd zAAjQ@&A=U8TtjxgH+9*+b=b?%U&U;BjDh_ZqhUCXznBii5Dcg$Z+?Z?4OWcbwe}?! z+ATR>D%iLZe!LRe;MN;)a%ZFv<&jAsf|i6oaDIusd()zYEp~=g@irhi8Wtiw;!c5a zssK)-u}(+|QHgAeSipYGHx^xuN28$CFX$=3e9+qD5qk;%Oe7>-xwxM3%Ytz-xIvUZ zEhGgTdA)J2hZ8fzm67Ki5Z_6pwq?;Fg!j{EaNSzXLxo81{&v}!2ZW?Fk2zkSd@^TW z&7KR5ZwTT3Nqsu>Oo|`M=||SSO;T+`UXc&6es>88ey~ZJA4Ghc_JDQ`#AulJ#ArlP zoc?gIjKCr$X4KxY2P)&69zh#i0oXTM$K8HfpHvK3NNv)0@k4sm{i^{uOFWhd$C*7c zq^29+Nu|c_)+IKXbcs1ty2jBxJ$ET6DLWD*o^kjm^2>xDW9ummRlNKcfn};a_;2+2 zX}aS2bn2bd7wEoKXSj0qi&AA2&DzJXdyuIM;x(dqa%*-830h) zlJu@8WaVmA6RRRix#2s@1a&{l2G=2r23KnRJebSg?}><5-n20$aVxcx{XgItXaar5 z$RG2er(*KQ-7EfID`{aDUn+-3Y6^-@peJ$z<8t$CM!9ZNvJQTMFq-1VUzjy zjcD-$!{?gZ&o#Nwrrm%Wb$`eU+KpGeg#%TumhilM@qyB8_Q`)xD!Cn3nP+1lL+Z*#b$v(LhxWh zxln5K-f!Xp1?w99x`(-qhH7fw=w!_+j zPB?);g);*`?0W*cPxQ*?rR{;UWI)T-YnQ|iRbiu&D@Vb>;_4$=R1=*_yPLFAwxkMy zhnJlafFMgcA_c*Wav^FTy&BAFEo{B)OAqo zNGv_YpR{0&t2lRiDHJ4_QjQqAp{VPpS7mm?IZjsBYyNkT4A6<1o^vCdvsq$10Amlo zKDdpMvuAJqv`3E%N)p!WN-wI-tj#@YEB*}W>$^p zywoe|W`)Mai=fxYe#{`o%R(i`0vZ$qr9@bxJ8$bFJ{#TVO-4I8oCLNk({%9yqVQsP z=u58xa;ktDe&_QsR%bB)p^tf59aCOy+Q}a)>rDkXb+$p>ADHj;#$0N?tC`t5*mZCO zQ5JX;S_EDLMkH_ftMkT$-246DCIBT%dA<>ar_ueMd@fpxsC?i>Mv$TqA#`fu&8ITs zwbTrP$D9BTG%?YE^Er*bB?geav@6Ek?uft?6E)!JYn$L#0Rn|Ly8j*Sz9TPd+0y{) zy|y=G%4g%7?!X)+fH`J$!`_fPv}aLSxNLX%s6ywe^|hT$bNg<{rKG+S?!){jnD+*mRFzCvkzKS6jE?1%v{+@qyM+3D$uhU5Iy}U zT9xQ*yZuXskhSZ<&&d=?!iY~_)X)W}^~u^IQ!)0mpEJcKUz0xBqydl`SIun!9v+u1 z9`rPGFxyK?DhN$rGI5EGHAD~01*X|6h7W?%1-k29wsyZ=p4Xh=guYd6oEUyj6H_p} z=H9`x0977HD~#aE5SK50Aoz23N?>EQ=`&&HeCdEKHh>=AuG55YB1J#7;MLt0hg_!9 z?g9X9M7%K~sEnN6DHMZ(gg^}pLm0-OeA zc-E2`rdPE|ZmN*1eaU8r;l@0$@z-oJh_Tm83!x5wX6owz6*LDpx|X#0YwcV_VNjxh zY9fR#A{M26pxGjc}o8>H^M z6&Rd-w%2t89<6_#CWS8`6}Q4d2vNY?Gjox~x26s~M8O;K7A>O$lK1%lY=Ju5}z4`UAF82m&-GY9-smN339HnoHD@@6~69Z-0y~a(U6|g%q`d3 zq+Xb}O6ld3HMn-SZ5|WO-Ql2@booPn{RyCLN0k&OQZ4Z4icvJb zqdNJV3RTr(ig#nZhkeg4%|@;5(h>euWF!Ger#=Bd*Lt6Z@t7!8;Bq$GIzq|A7@?7mXTLF_b3pmJ6d_O=Dy zUVAneu3t^8%D#D*v2M;6T5U!AAKPXC2$CeS8{=ak#Q=AmiQaRGKMfCwyc<8HnC(*W z4Gv%V8wuV)R;n^r`|naK_w(Ou^dP<$W6>}^S#zm4e|`U8Wjq2Qb=vuw2-N_^+LNo6 zHe=E;ylOt>I%U*qb(xg_Kx7p~9!$4IraH%wGuSU{yp$?i_f%KoQwWxI{h?{E0h#Jp zf=5_HP4KK3zc1292|t>C7{pipCB$1Zg-bsoBBIjiGK|QS)u5%_cZan52;VFI4g;9H zK5isn`{PPVcwW5F8F^p-=v%p;l4!QZ(Qdy-JPBkZnzQJ60L1$aL|f-&mPNe`yPR~t zEHS3%IVJObBcp$wV7@QRH2H3I1JTju!i>10Tv^Y4;KzNYQMk&yZeM{THL=-!jA!PZ z4{h_OJ3S9-fZ(aA@fXM{=o`wlK?OqV7#>l}moct4a9b_b@R}Sc%d@1z-!wK+)Gmuj z0ek@DXt|llMjSLx41jjRDJ#v*{+2y4z|^crmKPwGN`Clte!H3b#-Q*!3D~JZJ&EAR zbdP64mSY3stpNc(8`5@iJ)%y7kn!)IGR=D$ANhXM&%yzEdH*jD`Vr9_@$Nucj#}Qk zQx@aKt1N%uXez-*gxjc#aDvwTT5sEy?-bU2JN2K7Te%ZLfL>NDUN2^7J=0i$Z0z9f z^kCV!(sv+D^U6$ouK_Ryfq*bnpfWt;WY0L){SK)$jRFXPlN9A)wKH8_bQnBgP|aUiL!#pQFE@ zQTE77zjg{R60~wBue_mj+S!-poJC=hVD|ewf!W*;JUA-2>%-K<>}<)}fBdCd z3m*JK6mE;=C!^_e-Bp5GcZAAsSwjxG0GylZC%q+JCj@o{=x z5@kopnNR&)Qi#=eSg?LQDh>|;=f$_U8Ls*G&pdKj1Rz7sNP_lX$Fo}YxP}jHhJ4~r zcM%)&4s&uslV5a!^jWu8l70~LL4Va4opyqDIu7f!R9S&rZ@AR=bAL;ObxM1FkCPwo zH^rX}-~Jr)3{Wc{%Jy>k@cQ{=i(yb{w_}Um5P|>H0uWS3OIe?W-^1BvBMWzi1Fyvm z0?_;(17v=*I1z=ap2fBPa9$KuFoVU<$00n0E$2@GL+}ztEz$8WU}|sIfzLo_Ap?D_ zu2NgqeZkF)&$RmGF3mZBuKh=zTQyy}9G`lDXhWez4}IbII!VNn=J{bXXq4^{)2hk$ zI+2^U>l6~S_=mvf`ws!iA7dI+O^aC$NweC=L2L@Mox|wZe9yNIx;MxDEt}&ia&N_^ z@-6|vs9usw>G|uMhqZx>g9E{WP&|}dUWN2eV6rVJ|Ho-QZDJtM1K*#B9z6E$n7G7r ziU3Ch6;6aP>qNDY(3XLa@U+kM>WWjv;6yI!g9S>@sY^EVeFm%-ecqkJ6~2uS{&heO z{Et?QI^GZI0Qll6V64jDH(bcZhelOJm;=kw()oe!H8t;kM%(jl@!tV@0hj`X%~W2C z51o-e;kL~ZPm^M{CEEKveF_7%`k3GZ`R|*9n;2R;oBhQxVL%43R4<9G`S*cSN;kgf z(hcGJ1dM`c@QLS_-xm0((BCS6eYXl^j$a&ZwC@zFQ(9kp0Hg~@-bvGrkd{MukuXdo zVg#*y7^Sa&;&H$ttGf?;27H2=ajF)LoY2?eK5MTN2vPV)`~@B-sCWo z{!L#}-zL(P7o~H!Zr{)1K=|u;?NTSZ5K@YcIGySTTW6Rlad9Mp6@B zfca(bcLVU*IeZ6iJp`yU=UNkf7>{L{xg;T5;q@ZnQp6p%rGVu5?!fVMJ89S|eAD5~ zbGUD|Tr#zhoCpYOS+uhhMlM|9N2WUZBxyt_QsCzB1=xE2Boya}BTo5rRXgwhHM_3c zCH<@Saq>EXvWt%X(_x@$GKB@A!wUZtt>^yBNvJS+#q*X++$sYIrUAxlcugGGR}7{b zgC3rwcmI(;8#NT*FA959r1kvke>;QY;t$pMmI3}s_!pvyipmSA3flIH*muew%P%4 zoSnwEiCOpEVi3UeC*5#)ak)Y{AUtAKJ)#$~dA0H%n%iWO${+Tt9MBbjjqEX=rbB|*$JO2aNe;T;UW))(Q-}lU6xT%YdO`re%_5XI(-UnQA z7pIIqlJsSo46G#wK@ls2LFa+YV405Z&X9{8kVUS<2X2hNLk;(? zA?~5s@@G-x$CL7SHZUojPDv+8t#7l%`?f?~KJiPp4y7(7*}<55>p+3$U!eJmX~lvI zc4x8s=7xOVw4?B2)^shaB;bh7K>>k#MhhG=6TY^fUUR!UpRoPyt(y}7ZoUOQVH>z!Hj9%i=}C9^7a}~=aUB* zyxc){x3r{f>u$@ALEhr(pdcW4Qe%=`7@w}`HSWmhlg-#W&wzvrF3$(|It6!j;H9zl z-SN#s&Y33Bg7wplpvekdHOFtqeLP&i!`coei55_8C)-RjVR|Bd{;cXRFTo><47ru> zy=^TT`p*~Cj`z$De=r;#I_ULp+Hu=kX-o10@mopys?7Gpybe~%NKj-qLX8#?3 zI^;|!#n#$3&)r>{-1@2ua3$jSJT!RM7)U}LQ_v`0(MSY5nIg@qtHpOv_TVSKe*~$e87KtxRMlBY?HsQe zHNCANy1+n3YuJCROt1a@I1;-t??q|V#l<8+#jlW}2)Q-yjAw(*DNIjCMjmV$m+}Cr zoC9PN9dOt|eklJvOb{n;A6XsvhRA|y7ux9$gmo2ZpI`*YPw82R7#(<9Uwof4r+!H} zPNLy(Z(0)K3RcqA7xbt^kkB;BdjT1dR)2tlUmbqke<{zv6-pIxOr9)HQf}~E)R5K0Rm_|9P@0K1ME}a4_$76D;Ftc6<8KBG>N;UE4682p}%J3zZmn8&{hsXHFSR zSM`gG!hT5l0x|<`v&||>Oh@sR{$oTvq+sC}nCD+D*MAx4bwbkSJNY;@!QMHN=aYqm z02=*Kg{9-S*RhLq+9L27B6W2$g`MqzEN3cCir(1XRLx^%^K^mHcXeL&;bEO8660Ze zW17BeHK>q=0-x#nC-o1EKuw+}%w2KJ1nVVt;;uw7ESNDq_e^#=pDd9m859G)@U@JP z8U{sx3zOuO8G`A5#tkKMtSziWr?DZFFv}R{;+t0E4>nX6b%RcW6F>(EPwGdGx5l!Wa%{`|~~CdcM}lgR1$L32T5C+BQ4 zb(R=8zrtpxCvS(2j(t)1`plLy9@U#M?v^{>raSe5FFjbTEn=kbaAl(UQA2~Kw|<^g zWUV_sYWA(^%1PHZz<{vo8u5rarv&ZmBJ7;z+JI2U;Ed{SZsvOj{PH}z=fvOojZBV- z%5>R#wxQxc`nr5z#AI!%m%-2i((t5GR?;^3)r1X4;LF7^m#px8^tltKLQL}6v8dQX z4xPY8hppZ#Uz`1*AeXPhYAZ@V3{jL;};Bj+8{x8mIzYL|{2A<{qG zp^J3)9~AJDyo~re&bc`_TnD_lZSQok8;?r@I`ieFcdhFVeGa^Xm#KAKA4W_k@BQ(- zw`ZtmtS>SM0vH#39OYaMj zBnZIeuXD&DycDDF@!~hSL!s}5@fZtuhKXVJis0*8urFcPw)C*umKOL$roM-W9Z8G{ z+#<*~s{6ldJ0Gn&IE-Ek#&aGXul;=RQ};M*FOxqfMbXi}6DSioa|H?quFqCZR$EF> zR%=JBF2PaW1+sh352lZnNEO~)oM++2Yu3Uc#%U!knWCokR#+h6wK=f{{9AUQ#*i9* zFto6$+~vv@ais<1PHcl5dc>fY_0VCnlmz}$CWGsC0Zju!9wSrjzjJ|N%V$8xA4f%= zRX7b=>fSv=x`HA<#JsSht{#Y~;nsPYE?tSJ?c$ zv?BfFF;T3ZFgn?SZkp0PTAw4Y>tM19tJk?Ix1;BItZ;s~{wMMp&sgPVmsV~ftJ4{o zfFVuI1T<^>UwbsxllBU?c01rSLE(Y8HPF-V>?ym0w95-|wcJl11l9Q(LUOR<{jQ7~ z(KQ8)v^O9YtbzIuifPQ+b_g|<&g~@B@VnBeKGz8m>*5=Jc`A#yO*d$)d71By%coYan0NE1-$aDdvEL(vtU4`UqdcFE;tiwLpB%9f9npvYEs-95UGB#*ZoLm z*M$NIq7~e3{$NG^bcBnYf?a&u5`~%Eo@Uvv6OS4WP^R;Wj(32I z{VdlmQrvcp;rw_xE`vCU??M9=Ee>AnR~chW!L!U2!qrzL$FrE?yW(PlO9gz^@wfO>-2T0`*7 z_T98SeRAORY@ZyrgQMtY{%pO6VebLJ;;+m8mSDFogWk+~tHZAgc zpMiVN8M`jLMBMlq57*%51~r$9v!$0#C3X#7?9~rBm5way`}Svh%>t?(Dn0cw45rUm z=eP+VL3cped&0bChzb;XcYihao7IXd3-fFMKEr<{#gU`FKBfW*hw!5C>UjLO;La<=YE=aPhDtj4W7mned;t$0i17#m_`D1o9SVj!k5gj) z-{dyx(|;A>2Hzxcph8Ld()s2#5G%2)94jF5l!VOx9bOh@uW$Ss!GH|uD;!x3FTS;P zi}n*xR7f|Sklmos{tMoOT!d1i9dK(%Lu8Snm@d%GS+epajVDkT3z;e)SImwglpynI zhKw<0CW0nggN3*BatX!0sbbl+7I%aHSiV1yz8uK}ra2BooFddbJjerO_kx z?#^<$0<3adPbz+>6Z@q*Ra?J>7cqeJM=j0k7c5(&b7FjY)3|^pbR+!VLV|^S|JixU zHG1{UbAClmL`A;85{l@JFsx$8q?q5ASjPj{7T@!%UwK#w>+i5#}P4X$k4@7p_sBD*7xe5K&5W#57T`GgiI*cPmm397&#T>1&XLnsN0PSnx)Ax`_niKSi<+a5);^b zqFo{hA}+`Rc$jn*^e*+#4NY};!*TXc0BXAYjnG*8&68gZH;y?Hm1D15-gZ!E&AoXGDUZ3Wz`6GE$nyYqk$VA#~gEmWqqq!ILc~6y%r$e9}qPX za<%H!G)OVKFPuOC$JX(Ia;~j_jAeGFyvSs{Z#CHd zVboMJG%MI>74AlvOWPj9FLTRY-M>U(Ee`qBkQxN4V!9dx!R;@LZBPoDXTMM{T(t(V0i2ow( zFyQ9EiLeIoYb!VKPkxcT48kWB=mWBl){w=QmTM!!?&)`%`H*+(npx-rmdEo??3qUu z*RdS-RHMv4foQr*S{{P;K3fw(UKnLj{8u|ko1Jt;sN($Q_3UZQ5*VHc!sHiS?FCV6 z!9;R=&$kIzC@w$db7IXo`j@rlpf$8>7kQ_~j}$J8KMUCyv+Cwe^@-4`IQBXZ+V?#HwDikMylg96@V1?QrVyw@fXPE_{elZtf z(#~_ST}cB7C{nvqeYLI}^T&cA#H+|@`!mb_dC*o4H}dc&9A}JsWKXswIyrHDilk@` zq?aVe1bWylLZPe^s@9`zVa95CPn!KiUnx5aO=eDeVpF@PaD`ijaIb3eTckm*)1cZ# zx5s0@2~mshD(Q1I=wEn$jtI{e{8A52Y5491^qv>m6n*^Add#1v^H97w$II`L2U2UT zgk$zajqRk^5Zbwf8hh;7>V9LC_)xU<%!e;~QNhA%zY`-KL7MhzxSKxjSG-MiUwg{ZIXP=0Zz8^1owPiLu=_7X%sx#Q!X~?K`T^ar&X$U*#7`b&Tzj5sa z|DmS6{y`g{Iv=Tub1#1)3P7A=Z0?GZYvqQ=2b{kcXVDF;)$x&IeXZO&%XoEY8AF3R zh#>v`?1VgkXzuwCd1k^nc{}_5PVbM04@?x`B1xSVQqokq`$1sAV`j4%@qycvKK-4% z?;+;)vTd73Ean1-l>3qDjg^*s`WaZYiar5no_)*2U4<(}G6Nn}Pn`;g4*m(fkT`bo ze{?3Xjs?bbWY9;YA2|Yo@LCdm!2kpmlt0NYDE*;xNlrnno{9j3_&E7d93tuB?Pu^?zspDOz@{SuO+kcm^3j>&alcn|;QTRgM^C5jH>OA;bB$g*n&@nxA#cFk)^h8_++t4LD z*#&|#&3Hu+Wx8fNkq?PgUzk?J?NEN@N>$)jvXNvyPQ3X52+LJiPan!hB#K+Laqou!COUXS^)BTjjaeS%*~GvI+ATb4s@2TN zpRD=tJ6CbRXE&w9@Z`moFoSZBl#Z?fOgC_|k^X^87xYT1pEWfH>#_~Vn)4kwisa{2 zynGQfC79jn`Aw!bL|=%Nx8<|+-d(XS=wRP(P1?G}0p$KIdp@czWYhM1FhW z=d6cENTJ_Qx$#~Y9eWaAqrPxWh;+ePGjtLBK>PI8Svr!Zdi4=Iiq%u%J$aSaV^2gw zBm)+>f(a;tz$(;114S@|{boko8Da^uY_YRgXAzmnjj+UoSd?5HD!>+Xdsl~`#V8Bb zvNh#{SbQZ>Vq!6y=#jwN`>iHP+jHU=Mf@IuWeQ+gX&(i>CmXBA>2R-)0v-=mLKE?} z-}Ad6d`#}XJSY9qNZRm6z#=4Rx$gn#NlD7&k^JF~Yq25grf8v+MVb*+qBiar8NFcW ztf+vFUUB#yxgZ*MQTPHK&1dy>Qe-{1>Qh{k7q-brT zNICHoS|R~_9EnUC_SbZjy*dC6x^nDz3Oa;l$%yrKZp}Jz8gO6V{b0$+oAnm^&l-*y z|4h{m-gjRUcfWd75Igd^oj2zx!_yI^Pc6;7Fu%7fp3S+@9RoBNbqlWn8vC2uDw~^# zNa&Qkwk3F!T#o&a`PIm34a-5-X8uJ zf-l0+pXb%cMxPXL4}os`3q`v=JW8K^Ou)U3e?2z|6RNr=G^M2fQ}IW5`&#LM#_fG&B4ZcpQEbmY+*BS8AP~n2c@VE(y*Nrs*5-O^tBqxfliO^vk`C|T zNDkz+v{`Q+kcS$CteWI71xB`a#td9}Y8RQ}KW~{)faP;c-AN2B$)C+OlEyu|xv|O2 zH1LQHUweJr`KLxEN~*jiEGrH_9%7+JzbCz=k?1dqcBMh^TQr!;=;ntbIuzK0pdL=r z2g5Y-x`u9cQ327(E5u^Lx+Wkj_u9u$XY785f2UVQXaw(g z^eqrp@RMwB!C4Ac@6%G$NNs}bX6BT{-N;F{zv8T#01W2)T_rV4+J)`X!?B@g+LxkU zCqS^-zK`?0bg@k**>vVI0r_W=E;h{TR2>Y5GQ$CFXl0m-Jgcr8%xUwneAYVgyY&3E z64`Iy)86SRlHo+TcPf)XWbhvog>gHQ49BN-7y*8cq`f`u{kCg|M^o{knQ^oLkk%@R z5M2&Kt@17eEH&|F@(jyTh1#ZJnA#<*hSV*i?6#Udw|J|#b*0u%A*`5zT4P)G-E$76x-HOyYWi9JWGd9 zyb*8;oL|_NJOJu7)^)Zz_f~{NgAK*kncIVhjJsdXvD|SdkNSX_$CA~{TJW%ho%3R@ zh;7HMaAOr^=24ycq6N#{YItbLh#m9>w>9^go>=#9h)l0?Y{W2ZcG@RlJ5eM$CL|l* zz^p9{I0I?IJzac}J)OG`R!&e;)F@@)G5C}HJ(M%=!zc!yub7?uvnlMABhH((RqS}y zJ1Nk24!qeh;3=ox{%4%cZW)g+XmHwY(6zNEQm`jyH{iBtZH&v!4O$<8lk3P}^{+bm z#=sm=;U*BQ;?2rk2Mf#X)gH^=>s48gZC9j*-v#bV(kWDu+sm4|OzXLm$GsX>wqS3( z8Z3fzi#}mupMN6Lj1uW9GL<_GkNC&gl1I1#xT7rf!RD?md!o)`%kIIAYx`mH_MgQO z{G5@={`0J=5&1jaGuy$^d;9$7iC>nu{Psy96`)AJh;zYLbh?Ab#A`m#F}w%`Ma084 z6gjE7)C+p{!}i$Mz+V$cBK%zdx-BQ|4%PaE07dc=V7s z)c5+BXBr#yUAFN<-%@O)njwOwe{xJ`ybUYV1cFuQ`$k)~yS`zFSBa{oc~!bHD>oJJ zWS>&F?OrROINi)}XI94X8Rll(DY$?Bc)rfBy88xJ#=;JMauc@fqfp(uZiiaUs%cqk zf12~4-|Txz@@*3K4bIlmo-w}8(w-HE&0qfO(kdiBDQsesBq#)|;|=}>@t4J72H0I` zo3kbi;4Mc&aQWwp3O5sdXW;I`ly73uz4Vo9sG)Xrto-(={}#Gc~tx+&0})2pc8BmI-kYM>Ku ziiSgzlr{PXP81#z3#q>6E7kjHitabGk)2(HYorW&l8=-{*90yM_+a(Mqzew{>mt8h zbF+(%c?wiKJLf+mpLohA#Uq^l1Bjk5HXQsVuN*BjqBaeg!~-5)s?1BB<20ybf$AIb zUx_jq2QMB>Hp*o10~&P2ggNhuFYV;@mXctou8bMbmGR-4s=LdUngAUkMiO5o(9Cfc zycKk}NjCeKl~6aW6+-2-X{<*%_EnCj%-tjdC^)&oakGh(-6~RYl!2X&Fz)~QllJ_a a_GgZPb*nxM3j7rdkhZ#kTJ2r?sQ&}yZ(7*^ literal 0 HcmV?d00001 diff --git a/lag/report/timelag_atlas.pdf b/lag/report/timelag_atlas.pdf new file mode 100644 index 0000000000000000000000000000000000000000..8b0c01610ffb69163c04c04c1edb37f4c2db59e4 GIT binary patch literal 36686 zcmY&)Eb#ZkzH?~9d%xY-wt~_i>py6IOtO=b6 z^w7!w6#kO<-P=iSqlLi6^>U@aP}RBDoOet5>QgCd@y{zJwJXri}z<50m|>luuJa@bR?-kC*}?O z3cyLe&krLGg-v8oUn6@2+2vh#u63&653;6FCz+K0mz!Ju5@nU>6XlnLt0?YjT$Zo=7*@H=jB` z(-5VSBj1fZy)#05^9Z3Jzg%v6(&{++Ne^2tYt1+x`yG%Xw|Yw#-`{i~k^-LftLx+< z`MCQN>9%Bj`T|UuSJy9=m$Dr&&XhZuM~<@{_7nXwm;b?z{)6T1 z?BAK+aK6lZtXO;_*2y&}_1Ku>k@Uzl+J33)H|bENeD(l=(V^j-=6D z9baThv0ZjE>b8hCD_iEv>`SP4NJG?(K05`sVYYmNe{j1uxjwKXltUY)wrndBavl(y+aEC8IJG|KF*R*Do?95-RLrwgj?`57hT_(bBbZhgoAL zLmI{QMs@!?aPN&ri#HQkibtz4VN^Z%9JxJbw;YdA)6x>l@c*C+G%h5D(JVu*XiWOJ z6;(;!13n1bN{i8PZaHfZNNZ7#dDs!|+LSLklV$*HI#w{p<=*$Z7u6(BWK}Xubw153 zZg-`BEKg)gE#+CY}U(5w+Y5^q`<;e7H#>^Pd5pK~a2y;{eQ619oNE+_?_UmiT(nF}Zs?b92a zlE(@dP(RLrssb%vGPE`0U zt%r9WUrtDoEQM@|1ezNdv=U5Q{($*BRSq!n#$!ZN3xzj+V%%v{X5qDPN z_WVz#jkaXQnm!nsqa~G)pUSHj^jjd469lttI!EVU2wVTNv*xnYJYFg#NUpZYw92aokk!f0z% zbGex>s}aO2IU$@C8pRp(c{Tvq)jKy1TeXUhI6u&b6*s7+GdNlFobEgtWl@zjs8J6| zk}JP$s3H|oZMhaSIO&N@W%k1Jo z+E9-$-YgK)lOHznwu;-vspp2&+>SI=LQn2}An+A$cs(~J8W9tdt*O{6|1v^?Ms|kZ zwrZ-w@4BN*qNR$wp!vl{FdTN*tATLfI%| zOsayeWoefuaW(1yR5m=MQlHqcTX^HqVf=yMV-0SmbPh%5Uvf>OBq zs%Q~ku-BB5YiDelKWI>g{R*`g|6JLuHfPqOMiyQk^9z*Y8eR3Ns0`ce^aa~i7l{%O z+CEI2h#}#2=N;_NYxCo>=Th`DB~9ZlMz6=e z>f||vo%2!bClki~wyCNeYXN6r<6dWR$D$3^p*n05jrS97oGlCZUW2#LOw~=Icv|rz zs&18-+0GT04~prB-6U@OY*r4h;{9sv=JB@>r!9gnL2I?j^47nGwy9_gdQ+Rsc8UEO z@BJ>yl-xivKW5yB4b?-xKzmObx)rgm%BY3Kg3mI#?(NARGj2n)6AAFa`ez7OY`LR!6;u{E6i?)F-i^Upa^Gm!xw%*o+#eA&a zOzlG6KuO&~ca>^7V1O;8@lsJS={y(fJLqQd=zgkd7;P2{odeA*Yd(oZ^$ES(43`8K zwkTMLB?fv}JiME#(m8xOM8r8d;;s==Fs_K)>lXnyz&0Np4>YhmT94P~y=S*iJw}{h z{cr6{&8mVj>x+<5A?Fvw3E|G)zN+r6UMX}TOax2IW{+6M?|y1>G3|FYbOCU#&^P#pHuQwPM00 z`6O`Q!V$biG`JO{crgkEk$;7IDe2=Hl1*!snfl5DcQ_wZSpW9*nu#*+BdKPi+c74VGIqzz0~A18SbS^zZvl| zPQ%3Bh>v;Ji@m{1aI*g-5R%|@^hp5j`o8-yQ3N*qeK{dRaC_3WO8S*Jpzdm>VjT8% zRS>0^7Yl4`I%3f;80^N<1C<)5xLqY_%t%sa;h;nREXZ(*-1;Cs*3_`|;V%rU58G^% z)cr4HyoA%s5;95Wkc5A0E`&PMbJ0WrKWMDb(@Z=YV?z1}t>e)A4f?6;qc*V`nkuX1_sxsb|Tw2;>n{a`vcRqYX?Lu^&? z1YsCUu?xg1SU3sP>N`ECYB15>Afh`cqRy*027gF!*M3fkOD!?nB+YmrYJ8Ow`JN=5^g8(S#Nm67@u~85?%x#31Pn+a^M4DEn{%#>hqGfmNHGb;PP(Ay)EO&b*b74r;trq!Ct< zgFUriFN@rmm*nd(m~-`AmGWe};gkO%I%;eS4zFMdWa^0%BVPR8V4}Xb z*zfW?wY5v*SxfD>t0R~AXR9wwLK0cBWf?z}@lHen$=EAO^Ms6>?`$tU2_>`5F6uw< zD(*R|ITBm6$wsPO4eCTvCggW4P_<~o%yf!q6Dvv+2@pCW|$wswVym~)o zL_<(MgJ4?QYxFgqjrb4e0`Iyy#Pv^GP7G`IuXoxr`ebIlHH@lsi^FWe`f*0O#7_I#xNLhEkdtfd6wklF>w|e{c+@PE8f9&IJqHJj|zUDBpaVtr2FHhOcyGVVy=#ZE|-i3sH z&rFqjse2m_0g^4VYR}qbw&Nk2uE>98)0%!wQQ?H2pqgi^xFpA9YPr|AU`p|u>F5(@ z79urX1Uu2n&SF3YPLYe*Coy2lkiL1n7Vwv6Oq8^=Bu`6O6oIUy+Qv{=kl96s|KBMS zhL?c&CiC-PtmH8hWv0Am(!n&PF*H99LQ0c4!7q~m@hE*ng2yb9y$LwNuK#o%>zl7^ zzIK|BX60uC<`D&6ul9w(F=GE=TzCG%@SKjvK^fY8=b1cZGW5ofA4o+BSVgV^>M#Lf z?Z29e0pA_I2-RYr&c%$9TWPVAw~M7BAQURHL}(#NZ(Pm!wuOpv^0Z5eKFB$RcUB-&>(zdj>yFWVH9*hC{fB zgF`uK;c8i}75=%nKDDTo(f48rd`EnfOxJO7(xwzjz;^++Zu=&C{Ag{d_soMIFMo zO1^X$!+FBtU9(+*zCm@gphx`-Q*E@Zs*V%{?Vu;ly_w598R=^$k6~MK`Zu7Kq`HKb z03X4c!d67VeqeE6G6cW-53i?|&?Jq1FC+LRg;%(QE_qmJ7SPZx8JB`D+*DU;r-!0B z`D4wv7MV2$S?cZkw)Tu4JNzd&=Fy~tcPbvd4b@2Fvt*;jpT{L?HAx!kEqr2Xxnm-o zSBk63(COS4LnSR4`Yn1}aFwrwS{XNu`*z1042awwe|i zTnCgRWjFL%ws=`&mEZF(zu%!f!3pM$K~?=Y&JZYueP9+IlzUJT^fosnekvHiLsb83 zl$#Ezc{8^zWz$*d&&Wsfa?2=y=z-+MIf$-b8`>_}fY(ul$E!dZs%9Yyl=S#9^pv3Fww;MEu z2EtgxjM?2RQF|7G6^N>uv1Cgx$KzUWs5v%`atmqa7pmal)LTM5Ugvnjb6oI(Sxv$jzW>k)_X(;aAjTw1e=ONfargC?uiwSJ z#KfJaRRHns@{DzKnqqjoRWpq%>ES(CzpG9|H3^s1YQeJ9vD$#wq}W4(&Tf1cheSz;sRm<9xZTiE6IV^%TtV;<|4VIE9W>!@RK zb(^mj2avvNZzC@>53mU4|}=JCl|8D7!WR)mlS zCQ!v}Z5E*x=rHYDihgTEg*u+ERHmq? z5hmA6%lQC=sD2+(b!eOSKQ{t!MS0zrC{e}i+FZ$RV zR2eoNF)9RZWg`aDss&^gh0&Nva&r)|YpBqeaac#~mJe9LkT@hwh5GsD$8fs$0DZ(5 zfPL(sAdA%&=Q>NyeMm}X`eZrVXIBj~&N31XD4!_T{t9DePJFpbu`Mu9+c;&ne9%gR z$BI)!79JQd{NN#>nd~8LvivbYeqx2g-uGBXj99_$F}yd**5bsvyg+);Vwxwud{i2; zF=tg5%(>8fq3~DxJ|w0K9#z2Jq5T{gmsaa}#$vV8;{ORQYiY+%a)elfoX`57D!g7U z`jaX|)Prb$J?QNrQY*o&R5+TW6sfZQ`WFoI7(BC!8QzKGS~c>%`t6S3E=Viuj3?k1 z{qX{O01sGD_JKL>q`g(f@G^ZR>NxI}#P|^EXIsLM&R9(QL^rrNN0RnH+tI=*;XIBltqkv!c78*#to+LJrD7ue9s5-N3+AB*5+ z;^uYI=O>J_@W$&1jV{x-DP6`SJa#_(Xz~Phr6nKmY)UF>!Q$DrLNv3jztD@1!$dd1 z@?~|<2TT7=mnr!;?}}Fb+NaH?+jm=mb}6?_DV&wB;pVLCHRB6UsZ}fZ=o))l3R$8& z7A1&VH`3Rb^>I079NO*m!=k=U*;aM;FXlNjW=#-&ieZ)C%4x=jzT^Pzi^`&NhAO## z?@e$E_R=z8`}KxMpt^ex6TMPxUI1X&;w9w7C}Wvd{BiC}o()`DFK?#t z55v7TZ|{hrJNG=W3wU^R#NXd5nha%B`GcOd|AOCFbqnux&g(tgv^?iD5#=1aD%d?2 zb_YviUOuU6RTtroi=ZJ9p_o2%Em%H!JgnVb_l}+D;ZNuIrx01oA5Dma(}GGn&NQ!S z^AO@DMAy6!ZcC0+4hQN}YL7d&t#~J*$IjCFoIzEBCKYYn6q(_6CrlN1O-BArk;`~` zXrG6I^3jpP2x(0}TWfq!2oEZ7Medae*HT%!FZ?$``)_ofsY*r3(Ei6nzJ;@Lsmt-HJ#el;o zlC7f9y3-(9g3WpS!iDA6%#)SivhrDb8{D&T;CErriJ%j8XqR@=tZtEynp0sQ< zFg+fZm7`oRMd~zx!!N3ffq_^?%gNA=6Fp-hpWa%t%8|kO6WmJw)=nVNYtN~PNo2Ui z;Wkn#%59|cz=^07VCTC9#Z_2sH&r}MadZjHY6(CMPm&lzV^p#eZ#n-=QSmBsh6x>+ zho_~X_3kH^!7R^~ykMCuP29a%SXjIj_N>RgLltuHr^iYuI-K3Ri3P+DGe=-H4gUd z@q0WiUllz2=nw7%8f_mk0C@A)BSt+Ci5q?Z9^DnT-p+S>*u>$)IJKM50QIOFS-jb$6DIIH23w!q8Pn7&_C$kW)t88h&W zOK_V8Q^RKKw~~_Ta0xD=!9acmmKy1}*m$E2b4XTiUImsbsiyESe4jTkS%et(^mNevYT5%;3fMzMds|U=a!t?)+|zq_4cLO zK~+&HzX%|}L|h90TXVyEvO0RZiqD~?H=E&a0FT%Q8m?E^Q9*uJEDjTE<~NJ27x3<6 zG4skvVI-;m!@@N=1w}ry<*dz;)6NF%B4@H5r1|+Osz`rXr+!oV*BR=;G9^*WFmK5>jBMaOC9 zwZ9G28i_q}mDEKlyLC;5D=-5EO6eDxi!~B7I{&kr&h4+|%d*8eQ}x-Ndnlhlv~!wuxEK&{;QGCJ18j*LqzX%#%SRPkhpnK`Gvwsy7#&l~^S&0JjGk@Gx>b#5ppH`jNb+A-QI+0>ln z1kA=#X6JM0c2SC~+R&bU^52;ow;mZA?jA7&_WKyLjX6xnYAbYdH^!R3m@ZznL{Fa^ zT37^Y{vczit0Y|13dAdpwoD}d6Y7b{9QS*V<<8TuT&snkx=!U-W^m4S;jz81m02-= zecg+qN;$rD*Hkn~c7=KhEwVn)(Y(W2rRle`y@}nQ%{09f{gS&e-kfZXh+6L2nZG~vhV91BlVXpuQP$*5^fr+|R zMN-wE43n+^U8erR3b`(WA)kYN>|vT!2rS;(UZ?C8(?9M@leMTCOCq1>$SpH`5US`m8o<2at{7p0;E+fwNy~calFe^)f1TIXuDSpo3; zB*v}Nz$ z)A@q#(X~XC+v0GQ_sFfO)Ae^Bf9#e>JU~OlZ_bWx7XcrV`1Dy0=z$D&bvUc|y5=ZZ zWJI+oZIv$@nJjQT^EEK>%Mp;LJxpGUks{(DNWpUjQLUzEh_p(B7?}#3Yv=UrR^Hr5 z$?^3PW@2=i=yV$V;)JMC?($D-E;)oJoh%~4OQRj#mKH^+FT)~H4?^}6Kyzd)8di$ovZV_Bd<%RJb&X}i-c9__}85~+@@!v<=UzQj+&%6uzlRy z`h>=NlfJXav|b%4jIlmzy!{<22fj}%Pa+QJ_g3k&!E>nh z?$+VyXG<1mMv;nu-nEwL_CDQX6_2^NKz4odmnRsiy={(JVnrRaqIkVOo2c>`OhQnM zoIZAjBix3-p!+rhCEK8oO1#z?Xt3H*O8@7~qe z9W062MO24W*(2G=2B~-cu$7^emdOC;mLceiJ+hK& zqilCx5G@j7R8S2fN%@iJwKe}SgZ1O|)?WC)x^~wG`DbmD0GVY*QsMWUF3ZaL}*+=q{HeEI6ZE-TD={3Gedkg${u?M()BOck~OTB%JCcc zgjc?#pXh0COhU&r{m~MIhDi1?=Xg<9!e@j~56L+8^$J*c*-+$kU)XzlOVd`F_pZF3 z`cP{V)zY^p&Me5^5Wt@(yS1#@;U;u+f1GU?D|mm^F4XCMsTallVz5I+8dwSa>T{L) zn%d`U%{uV`xP#I1k@2|7`aebTtbaT+d9N4pVsEv$x`~iREz?t$)s+5EW9Fj( z-X8Tfv<;Rd{eIZ!Ns}QxE-7*>`m;5hwnF_S;cU6w;S-XKth5ZzGlvWf%?@;;H+dR2 zVVV{l{7Fm&LYV)ukQOT6mW#jg95sV`&t&6a(GJU!F0nwm?vxn{vVk_b3Pr*h_>q5d z0?Oy+R%7qNdN>8Y7J)BU&bZ7`rOJCBcyCx}CZ@6!ik0F(=Cu{%NY36b2ou6ad4s81#S!c6R+hZ4yB=<)NzzKH+RqsY_c`tu?AIKxIO z;sz+gFJ}{$%etEj*^%ztyCd8uvFj7Z+PK=eotN-u5f;B0*cw)@nnqFSH$JcVjPkzo ztDcrlbCeh;y)wj~a~Q%*@0VJrLriz8UF?7uJKw&$7i6QS!DSZtY&B~jGL}TAE2F+A zh8+3qxpGNKcW+$cX0A$GORCfnyIMJYQIoFLy2x0Ta>GR`m9#8NEFA9VOR205aM3=< zH(^Y{K0fO7Jjh)Y?%b3hWD%xmv=Y81fR0BVeNb+>UC|9YBqu>V14?Ka>a+E9{j6?L z1ael%d@Iv5uiJOIK{xL{suQF&JDp5zpN+fyGAy=oB*yTTaPC)%?Vyxin{yx`ixEv z;rRa1%U}IcUzbQoSI0XyVSfT6`vipFN8q~S**8+ehR-)C@=Wa0O&)1xGC!@!{n6li zW1E6Yc<_10GOe94%2f^%(k^sE?h zUGn!fl^>IpA0yg&;WWIS^@FmeZs9ixh2IMh*cC-y0s2 zPwX!N`iKk;Tya31|2i$i00fio5|YzM)RJIx$(bUB_r`zQ5Ae-RzcoP^PI(U_?%)(w z*KkN&QsXlikJ|I+$FWzKVF5hRkhy7HeP(#K@s-Fb9==b8Pg$i;)i>iQror1pMM1E& zEd6&ju=Q#{$MDmpZ`wcxa? zGWC|6)*$TdvO)R0CmGcr9#o`vcmD#I;rizoadekKUVy9xU#o*n&DK2Os=dJX`6)D^ z!_(#{C-m5Upl@&RHMAdEtTp_#*qQkpQAY@e86v8L&DUkUW^LKC+np}Yhm#UUvS$^< z^3ePEcuWgKzE{v#e+_Cx2!%KeE-1J5?Zq5p^5EY103NC!a>soo~2O-XftM zag70w7=jLr2Xxa3{=jAQ8dKp|Tn_4N9)dba!_2%tG8skUC(KX~FvXBV))6D) zRwkr;8-j`6syCRUCQ?FNjYg7+GuNhg)TxNd*Q@h7~U8J+fAxH{vKU@ z>vG>&mwvUJwmAB7tgxSZ{Kl#JS-_m&{*2&L7v1QDe~z}*J4X2cLK*t`jLk*2WI6-m zN2$bd(;A27g?BC3Utx6Fu#)vO*Bp%4qO4;lhiNZN&Z(qxp{K^rupb+@E;ANjPyLgH zy^41ej=Y7R=_}3BT-J`k%_~Px0*ICbZ55LD;%M- z@69sD+>^wR=wA;&8d?Ke^xP#5c)o;LM~`X;1V=7>=eDd9vtl5DxnFZ|!U`1w8r-GR zM=HaEA;Yj&wYVdYm>(|OU`9Jop$xRGO9wPi-+WN2Wm_>ll!dS5a2O}7X<4{hGsh1Q z`WV)rzH7Rtr=T`EigK*M?$XFr?--tqYCSEg!@BpFCHwm0YysqEI4ndZ5v zu(~K1Ee^A1vlL6RimN6Y!0pPf5&xjCnevO5bwuUpCam@?u!UG7n}E8)oU=ke_!|L0 z-uq%l67EY=sU&b3TgXtJ5}$8ljaq76lBT1=+Cc&S18?E}SvF%*pnsbXUy_78B6U*v zHcg^%rJUeDUpxEH*UI{&z0t3nt9@P_vM-EO>$vJzytS+MDX;$<8#Eg&BxmgP7neBT z#JHZ$0*+`cpA%p2Qk4OuwuTvST}BmEI3P>vj9BUX^m)Y$grCO2lpKHCJoq`hQzrqy zXYgr4>O@B}hVVoOy=`z1iZmew4@lheZ3KwSzyxkjVPa-@Y}l7Hhiivm48viiuA!KJ z0oPVeqYAjH`u+ujoLG1;$Wg3U{Z8q|%*(S@0`kg+7`oe|D|W2bovhwi_XkT|E@r&1 z2=~rpfL{)26p;kX`U=Q6bzd^)m_ZReXejNcM#mamIesGS8uzF{L-FF$k8<}*m5p93 z&Bw$6zAA_~BfgEA8##6xcr2({_nIf{0sTVFMio%HCHuuxAA_iH*6n<@aN5>8%DIPn zs73Ty$KsX1<{gE`8J(31iD!EA{VUP~32K&_X%;`$8ri^Bn2Y?hjqhlfi=_eatOc!s zwtkzVdk(JK#B0Qf^CsOLl$4y%hk}e-XGtd11BtnujXz!|;`V*aU$Q*PljPC55y_R$ zqI@}je8G0d5&3R*`YPTMs`w*&=IBX)+X>d~VE4PS#_}7x9(hHyyk3SX2+uNn!tXlP zFJta2-f=5l$%J);wtmNen|Fq>pB~4dOBAOMp3xR;++V96I_~f3_EN$B_|zt!Hv4(+ zH`n?{l8RU^g_e)+A~UC##Srmo#*ELHxnB=q(8rop#;oGH>*{g%&5$2 z>G&S~o*zxX3hdyje@QP$4*}K~w0~Ndx5gngP(i#>dp$jgO48K^J907_3H2(YeGuw;jV-`T<(Av* zGT*G@`Z#@Y5Fc*3CKkH0?66gfqI*!Ti>{rZ{a5l=VzuZSef&7ZmOVYe+|Hvisp9#D zjz#Z%ROBUNwyU(Rc)P$t9e4)3(WyD!O*hbY)}ac}f={*seRa-L1c~b zea#yc4YE^xzx)3s!7t;U+@6Klodg-BK{Ni5Uv^I+FNU8IwQ5;5AL@*Poc>I7BK^&S z#}0J5JPEP83+Db$LOMU&m^#gl(r`=h z4n)+mPT-9EvAEi3HBl%X$c~ZI%+2a<*5ds(B%b;&Ar__YC$oMo&}qc7G5Vik%)g2Sggv?c&JiAxvkKGM-;P#K z-NwcFbl=yUQNl$PzyA~MkNsyuosH{18+`xSK(?CJAG9sd!X6#2t6TqLUy){;i~R8& zT+J*OR-&XcFmH(nK2(5fZLCyGkMq%;FP2-$?2=m*h2M59cnU2YyiWHX*I`3VN|}tZ zKeq}>X@ZTcb{zuX^&ol69Mp#6YzuMYfHs1eOXWV*Q=e2m|4l?UUmP%_(u!VnBd?FH zV>eZvuqFn*5S4MEWjF%OaO|gHMYHA7+AH)(>aMYh(Vz{tfeI!Xd*t-8uWuc%uIgwd z9aEREoqqbXwwE@h5s{i8)MwHL6yp_1h`+D<^ZFo%SyM>R?k3AeI*Le@zw%DjevkSB zA&q3A!VBv41}NwYa%8pdv7b@C%1EURiBng?8uV7sEs8(Wi8Q0^V0G<^OcM1DDLKWi zgh;(S$vLfderQY!%pJIf$#UJ%jJmE6V|^bzoH8EoXTNrj3c_0tX^57a?R&#^1( zlhpMNc=hXRr2Z|+cn+B{G+^_gHeOfyn!T>url$E()<;i$ZXd($C@(g(SU6}dg*D2b zKvVp6-MKf~K14()zRc{EYkSI)uL#ht-pT)u?dKWXXzBZs23q;Z<%Eu>r-Q3oGVmBi zEf1bLtkNRG?gh%SSYjJWIY*lPz&bn4<>s64FUa5iSdl|2tYq%u5BAI8uHWcy|9cON zh3jVMXm=q4f)$Lfa?@{l!eqqCCw_UN5${w#90 z!Lm?O=Zf_^Yk!&`j zeR}i4u|5f;Hc!eh#K)&@4CsO;r~#7e24$I+?nF^_e>=^6 zBj8JYYKn<8{wVwbJdNi`7TG8qSMi=I+ivbR9$z^8(C|i+AX#39{3eAjNN-9M#?OJO8RFZZStHXg1f8r1s!N$6??b%VFC|57AH2)|k^6{rK_< z7nS*)C^2$;2A*))>`K~@cJ_1TK4~zuq1qEtbw6%(#HTA)-v3UH}bk)%9h##9)B0UUgW6aHbc} z0OGPZd^cV>I@tnE)V?7rMWIo`Th_>j1 zH%B$9F&D#eVG;i_BB{pfonal5J=r^G#S2;wdzq^Lj4GcLk;d_IL^6iKi4cO%Ua!hv zGQM0 z%UG~TqY6Itzr;H;ODigY4x=0Uzr6d*ma~m3d%ecpuej74AY_S>tFlas63nR4jW+WI zHU0iWy0#{gf*B_aazpW|d_(YV4}RZtzFQVMx^iE^i4Os)=`*`*Gt`!%4h(lCO3tP1 z`dj;0f3geEH{Ym_s!WoC``IT+jbUTWKW(Ffjgsdh!y}_Yu&Ha-ziRGN({&9gh}08i zI3nt5+RLf2;ohpN*?biRU1=F^usq_6RnR_*f(r8g_2V4bcB(zV5Z`q~iDl4)s&5Kf z)}Yn6k(+ha;ED^>zU@2;I=bo!gKwyQ`0qKK^{nJrqVWJ+ER!kIUg`06(R8WFsp;OC z&9iXu1P*?^B__(~3s!UnM0#L`%YMK9#EQ$iRT7?@sVu4UuVmHNS=IUfA{u97dDbYp zZ^dSK1VJ`~gIc{CpWkYFf@0$#_-OTwHJTj+Fz!0Ikacl1uCB$1$eoA&!T#hcakw}w zA+4Qp(C{D=bn@0<{CAeimPzw5l#x&>mw0bF{N@CH%zO=fyp)E<3|>a zu)GL9J8?3ZrapJst=3rFg^j*|XuZ@poBqv4o@HR~15mjKZ(-ON`A%&)8y>v;H}{J@ zi5~^eriSWJ6!F69A`XX%c`0nJjn2-}Cn+{vU0AQjfWv5Pjjasp4yX03n{*+>qdX10 zc;MWLumd*Og?OgJGb4f5`-3<);SX)?3q8Et$D>Zu+@DazpX0ixuPHc2yd&#KVEU|ChJzvoX#EF=8s>lN0p^^&E|Ho-!|Q9`{>Vi&pY=7uN^&*bfjEWN|Y09H5${x z=(28mn9f_e_7&^C9TH4OO81)*YQ_?|yx%B0Z1mJ~c2QawEAl-sbEhMwj`{E-@YczRB?qT1KLfvI(+p zo3Kb1+rVhu93S}VJZr^M@!{6_9t+|nG##mCd2{WWB3Mb4h z7yf#2QLu7c1j!S+3x5^CTdd(8U)5N+B`eS={E1WQCr0APkp8<@it1-7wI1+PBJU?9A<2 zi2uH*S>T@T*2$RL;%GuRybm}9?iyicpNzr;GwQ>cx-V??P*$}?swe^306UOjm2w@+ z)bz$40BMqC(mr*bn)9u@BjyF%D&V%Vn&i5!yQdU%9CS$KB)pE@-tC}5L--$f5T<4B zYwD$~ngwLViKDu|rRsl;ob|P|2KlcZ z_>Cz$PiSO+yoTQcuz#(+r%7=EUw(-UFeVlRU7NYs&}lf;0jZ_gfND`wk-*}K4G9K7 z83`HyN2Y&6QX3E-7j^mcSu!Yr{YF_sl7_}q9bqs`35dj;|F?#Ee;5}?l~sQ_xdNoB z3D$|~I2r%F#69LEVA*-DW-z~YU$B)?Um;=;yKV_q5DX+d1m(9Kz|bi-o-bf|x)s{0 z`IqSG{!$*JWtVa#Puwmt|I8piH!%|fYIw^4;g7GnDeHh#c|>DEXi@0+rWb>4MCox+ zbNLBTZ)i;&hsxoFcJTr8K^kjI+wVyV z#8ml*?m?w!$th;I{@;sMt{s7#WFy)R4-hLg1FUk^3+1~htKH@yIgY6>A*G#Q2iV*f zIyL`HJ37G6ZfeqO0mdzE&!Ei=6q#6j%dIu*L?L*sSwm&_XXe?gqc!WltiQRr!Lyvt z#lz(^%H$C0qM_+Mg~8`^lo~OUdwkz`)M@hz01~ikfI&0-$i7<#l0nNRV#WE^Su`vt zN>ldZ;vaeW{iuXwZt|fyhvUaEsXwhP5+`eBR*sgmD`hc zp_34!`nZ`>lrW>mk&2RQ7#Iy@5f*gVpF}*FR>qe7jx#B(dfFXwF{r^NnqQ)+%--O% zy~Adc*N@+Juj7<}Ra8BKz8Riwos4zWa79qlz#s5G;VEMa2Hb4blq+e8(Dp(q5MtIb zc@h2%Jw9SaPGo}Rhnp77HZm!z$i&yO40c@90anSE^CwQdon%F0KONH(Dl&{sf_IG1 zEmz@>#P%YA|CPmr^jI)d^c0c3)%tiCR19?SeKkdDw!XEBiOg(10Xn$LXY-gExZk3- zV#%hT?PsFdYac=vUjMb4WJB~79ts7kP>#iHpJ!iPkP4I)n4ju73|pKnhW>p`_Lk^t z$J2xD^^Y+Te+Nl{lADx|6$^R-q}Gh81L{yfk*gRp(hTX?t|Y$2yv0aKrL3^YR6TMA zo8_tIeL<}(JVQTjtj_!9hq+qN>nhVJ2=YsoomqIHOb9K#lhr;VipSqV8Mz^W>j5_{ zJB%fmbx{eIs^>BQ`%SyMxEqTa%w*qY{(>z|CAR=e&)~<4 zdN(b~iws;7eN|MAd<|7GNzGar&7luH$>nDnLmvW@nHD?~l55PO-SgcgN5ONSInG=m zoF%thA^H6oNa`Y5Ui|y~C8%5}`TZ@Jdtz+ot`Iw=dyt$&wA+2koyWU$!-Qvr--eUV zMoh!P(mm=+7aE1~V09g>$bVW1ij$K8V;LlrlcrQVGdn# zXjrRO5D9*5djy#gY?bAM`Pn3v^WQ5nf5&PL>M*LE6c4)8Uom`~?Q~;8*is(N1 z$!%R3R60};G9{aqjoIG#QbLq!ypEt3DY*z7lc>etiAK*%fK*m(bg@x)9=( zBQnI?&EQC{=vhsHt-Wvv>bzo0#VBFK!6IT}!8JYZxg^U~ec6zcQx?A~`ytZFY+C=!vm{hA^3nh?yC$UUYWdc*+6-?HW31g*cTDd{y&ifTT?h+x6rJ3kn zBkC0QcsB@N9ySVvb*Fr}jq-T*%DSs-bVlUG!g%}^N&LS%96T(C|0qX|M1mFy3ofJT zn^CeBNqzm+54|$anhX7MlhKgjDU#e@C=oQRln?uR2Y}s321#RGy%gc=7X5NSXHHVc zM^v*Yl>S}O%F|@XbX9UW)YPyx!z2ncG%Vh4iH>|NF14 zg}c%s1V2?3eE-&>dqn!S4>>EUtS_&3=!bMR&@+hBS>==;7EAfn)N}-D60Rp?0>}+> ziqm7V`x6sXS>I}nznp@HLci|4b0Lfx{N(#p(|WUt5zdO~Y?_7~(6yV5mop1o_6Yg) zM?xZpHA7U|WGoyk9t%`j0*=iN=B)c4T)$>-=T&2R`=OhqYTPSSF_x#lP_2Bm<|5UT z+Asfb{n9W0@YxYc>@On{)Hn&$4wcF8RO_ZX6_3y++g3DebcHI^0$z)2@$=Oj7%)95 z)ErnaJ%sD6wO|R91(f#y(iM8RvFhed<6J(F(KxgAuV{>}@Wj4R|2zX8syocbFgph} zHk{6YB~?R{SUM6hpD$x{@0g6AR)e=#s%#f>`|^OFEa&)By@%8A*OK##_pc>KW$tUq z$yRPe?8Q?fYl-mgggQ^XeN4&iR6&1v>D{=piijDDHqkY{n_Of(@RcH^i~u*~S1_R> zSJRtvTQYzilSBw2cQ}ijiCnAF2W8x;Ck$51q&=pL*ifU|RKmHwfF`tLsdhEQ?&$|A z_#Mb~c#r?S@Wc5+A0C^Ng<#=yl|PH(LtBL^s=rF1w(ofE#P6z;vx#p@V!Oc870eC`Ym-}0>7?qC#Wx3w$(4_l8#o+ z+%}_t?$qi5YB##z61K6zj^>QUDTgWCcKdx3~pITy;TV3ja&vPsi2T;Rk*!pnm z=AII9vNEnTr>r36P=j+7o%r$o*Lf@Gmk%3%*UqV%tsNP|a#R3wwiiT#g3CSSB4`rF z(cT_LSIL2yTlCBQib(OE~s5|!7iyEO$(85q~Y<6)s3&qDY&L>X~fsn^{BWuHdg{%3x`V;8pPjs6< z?_cq4=vZl48UJYfNz?y35YAtrZ-iVOMHC#r!rtI=a{du~{n6;rekE{e1o&|2aA^$m zzRq94aK1kH`%EKjW9|4~+QwA0RJ6EE{{++dQ-CoQ9Tgoe^FN}md|&_ns-NZG_2beg zy4f1x(#YzW82x37te(BmSJ8C;>s)xXpDQ;iTioM$MbjDQl&f(#4{kfI9E6rX(-Xj1SvlJW+&}XP@IV?D zk&xUjHlRHrDTpW)=W3bCS6NFaA==OH+6EE>2M4ET;C&0*7i4C2tPh*_9S6ilS>-3y zNH2^jEDAtqcbb(|r6eFq(*;cO6o3H(!_QS5O!T29UJT#Fq{^fK;1OhA3hBojN}HfM zx=t@!JUPGuzX#sp=Hw5_Hv>a?ToTCboX(n?8V3MVs$N}iZxobUmXv24YGV@zV-MWa z{ip=-xlKt-!$%RODN#`$LJ3tiK&h>C7n5fihUQxE)>V%WmYCM0&Q%;pfC)`Z)rIp) zOfBC!gwJqrR$okjgQ2D=Uf;tE)MJ}wP&lY+g`Wo(0B`fp z#j7iu6YIA$Fg6qp+v}jC^Q$Y!5C9yl0G(W)$4@eW14Cf6_4J^?lD;U)528Nx-D!RY zpMBv&x+LY(09wii&AC9TpRS)y#h*nW46&V+uUk9fL(aSa5iPYzh(|JBb@a6#=SYaa zUSO{DwRX2asVi=)0G1UtmDjZnKpmd}5La8;qLgDp%AX3GJfueFlY9VOK2F!nU7yDw zJ-aV7PQa$0vMgBJJkM&0yt)($+ZnbW@x|B_sHYk9Thx}HN==_TpAsFP(|0f6DNi_( zK9Ki5N~HVx7O#htW}iePJsH`N=YTfxK%@X4Gl`Y8^Pkf6P4#t7pFD-{)wWXG-BTx@ zVbUm;Z%a`nok8c_A~3qO_Q`cGP>c#qKpE;EF_xeEvdt{O?5palz)5^l%08ST0Fss! z6`wA}>4iz9QCu^t&r+*CFTM}PpRJS;1)XFg6Jwh|JyV0ww9fYQ&La9=h=d%ds67eL zSI)7%IiH-604T;Da8FdA+uJ}7U>#Xn1w0@R=kVspfhb?*rDYZGI8KFbCuz@Uj4|>`ZXSAbd zZUpS&x|#ee`n~rwesPCmaot&I^v2?z;d`ue6jNzH_X_Sw0R92oWvBiI+!ZzdfO8c! zc40H}AZ+vr`y>qd0`8fS-_Ns+QNPEttq~#p>FX1Dg>zL2oYIZ=ic$ZXbH#&Xbh7*V z&YAnuQ?O(7d~4;`iPRGBw#iSjIjs;$J1PvDzN4O z>~Y+GC0|>Bgt69ri@wsm1s0EtpId3|aDgN8j~zDD9U>d#&RE8ru!|hJ(g~yz5lU$~ zy?CBFiwDLzYav6jf{U6SKfa6F*bSpUTu_Gw?+GmOx|T39;ivZBgp$+2Yi54$%X^oD z>?+lTc51A$x=bmIb3t<8a2D$g&B1i+302=rDupSyFQkU+6R!?nEzIGa&dgv)tB-59 z@~sJWcY5&z5m|FCxe-d7+C+8+S#AMjnK z9h5?P+kTInc_>`2u$8W3$?~Y=hrS)5j}mhG!Fd0yP05;cdPW>s@)NLfMNuUj33pN9 zjNUjteHG>s3t1~m6WyB#T0+BBLNi;!^9NU1IxGkDiN;#J)6g87>b@oQJ zYTk!41wKEth^qBtcesyzodem(8A}GESQZ(B_gf1TTKzKP1?*{l5by*2=M$23qE*ma zX0Z=WL~aMiCi5w(gTPKbWXuP}mIDsp6)6O0?Pvq}R6O)@lFjiouD*v{IC<-#5<|-L z z$wEacHH$4jaUe6QdZ9b%;!+xUK(%sxemEx68z!G$a{F_2AIOTN`xPidpMmvg@($vR zYLG^IsT4)S6uln;51Q*(|1uSA$^urOH?iM*bw1g^zw^vQx1aX1vPJ&3blxcNgp8sU zl#pp#13km_BIjmo3^kdirrpY*-3`U@yETo+$MC!l*H#F~&nUENlUr;z9cCGwXFH8` zeo(Se_x1UAx!FaUwm~gksl=P}Vb@qoBkEf}6*smvpWU!*j=78tY!oZA04hNQ=0SSQ z5(*jYVJD+VBV7Lcp_P97P@^%uP$;0s4v|Cm0il#XJhXw9^_ldGi^isr37V>FIcT)U z@s-;?V(%1;V*{eauz=v*%o@`pBiF}^$X#F#`G}%yYJ6SS%XjtEUATq{=>o5QxS^nIS;7=BR z@-J`;gCS9LGr`Zt#ZO=9l*dK5)YXxhG?e3sHw?<6+?dRNRuOAQy$362pm))^aEVif2TLDwupiHae}{i{ z7E@*=b>!xq6}kR!eB0GJsw#fH*ONk3M-9;{mPTBS#VJhK$+`*-=x&j0Ll#^LZauIr zAg7qF?!1mlGk-Y$enh-X=AMehUJBD@nLgR5R~7gw|KcD zVP@F;5MZ4`k^WQEqJXi@V?0G_#UmxG6(lS+otZ{48cUHgy79*a1Jsns>xvQ{+IB9R zvETE|sIq?V)6mVhfTJk(vi<SuL7)8%tS0 z`4|lWWK#pkg!48hwnHQr)%1|MvKPx&#E_0srpp|+B`;DLi3(0NKFcf3SLI@`W|%Cg zl}Xf+hfRJa^JICyE zM8;u`D9fI$b9(0L`@=fmfom23qS)~Zq^uWPDr+`+U%yoFE9P*{5;;C+@z zOZfDF35Me9rLwP9Pw=lUV#%FEu+}dQ+eBh>D?nzX}JREB#W{KNA`nc$lVrysO zP;EL939>;gk1$}K`$;&^Wc0STeM93(&d)>(VMxzXY768B}s(* z@=VyY-*?xh^By9H3@SBD^c$Ysq6le>VfE5Cz7)3$g^un;$zkbODAFQM0n`{mB|kV# zt(1;I+n2a8$FKA2%r`1tuz*uWrSr3MUYIQlo)1kN#cC$hjj0Ahd8E$;*r%Ay=^+_AM<4S8)$7>FX zgH_f$_x*HS>bGMUj(e%{#-UWD6hjvtykQ9MC;S#9l#+=k?~J7Mlw>1!tlr>kEmZm3 z)v9@DG(xl;Wy2?bzuxb+nkv;1E5F7!8pITcYbp12eA{=QO(O_Tq^x=`swGl@^@gx2zD?=_&YGy7Uv|Z^cEh*2WMnuB(a6Ml{9u;tp!mZ#&`bcnpPO&*CE%MuUSR`tys zuCsn~yE_v9@SBU21{ZJfi^b*7#k4*U?lXD(f%|4_R5Swk*qP$UH72FOI z#IDg9*qa-GjZ0Bo#$ir;W4Y+0X=c=DG=HPYy*d^r}`;qcwes2mk{9e{K@o)6z z;_hx(<7ePbfsCV|H}R5$qYCY6L{;G)6W4=VVRCVn9SBBY%CtGwbSsqAuLi>QF0ZCqDKLH{!HK; zz@7#k9$m`h7hG+5=O)t7?1KSh#`&4`+m;m!vgDX(+0H!(A6mcy^+2YIyF!SPMjY_X zf&Yew%#uFXs36Y+L@C28J4)oCGJb%Sh9kyXAx=6gv3x<5F~!X}d{@iinYHe$OOb}6 z6t7wAF;*ZWqCZ!GKW}Pc75mD;f0RY&=SnOI>8yndjKMFV#5a@G=8pt)yFIY^dpaeJ zhNHgr+m{w?G^4UXoa?ZogXDVlaRq;2Z(jE-=?fyJX3By4{Y^KOA6~ki+V8gvg~R!J zGtE=Uv$&Cw)(NM)8|I1HRtbI}9UVG4mvZmwB0*VZ#0J<=yOW6p6RcM4tHn`o?Wl3M zL)PR2`83BOr0R^e)hor5S%JA#`H5CmSZJdOP`Ks2EBT|+r=h(J+9Iw-I=vrY>=UI~ zONQHgRsj@)_t980Z+B)jzNsr}_sdpk9U@z27X^O5P$){{O^we}KPEz~pH2IUpT0qU z+fbmHDreji9a#Y{uZ94a96g%S5}oa2=o+JaPbgl~@sk4Eh>0@5oIZX;+}qy%z`|IR4Pb>YYBEUL=1C6r;;%`WUom!@)kmM5-& zCc7;=#hh2n)}XUldQVqx8{AQ&l7GfQT+F8KKK(0d!}fw>L zMoKa84y?8O@ig*{^K&-&T>J9vko zmiYpRI-6Y>_=t;6h||}wS=f>fr(tVRV68+MZ6D}VncCRnA+MbdqSP@M_em%)vV{ZpP6B*N_{R-{9ok_hX{&Jcn7BzYv} z0%+@Obvr}oF5&h3ks~3E3vm{mxMW1Jx6&KEZ9$406;aw`{7D|q7ZnaO8Ghx^T@VSv zSJOwgvMA6#rYIsa(U`Fx=w!>fSDapf1+#)<*L_eFLF_>?=s{kVr54S@DKeO@N?bH! zX{&EX7xH~xyAwAwQAfgW6ij4;5oEIhq`V5Zm>X2~v(<6!D)(W1Pqv{nLm|I9rAmxy z%y&Jwbyn7+XPRd{HjoOSI2|6T0O-SrJdw+v16-(tz6I&*mb^t{%!uMKRII-@2W{Zp zI<5DaglM>IcDtvDY@mWf!;QsY;~5&tACu;QhDa?yy7X!l3771=4u~9Ylzzz8wlkc| zMf>oX$OW_#Wrqfwsj$PbvI)`eXF>+CgAzAibd#R!d;?A#(MA}XAy6W2hy^z z523{8XHE8k2!PP%^MpAVkiyS7mxq|Z3B+lthI~&vCv~j*nJ!^<$lid5{GMLA>xeei zu7sr(S*$I)a7!IV;P02KX8`iJy38aS#?4WrspXZd;IlolSE6)z3dG7>QZ-_e8xt0npGWurL!aOZU z%)q$}vknG5>M{)M>zlT{{pjUlN?ITV{!p8P*^xNg`aPS>kb^(iAluvg$bh_oVBrsb zj=BmMD0XCtUkUC=WwU(hzq_P@Rter`^?prdwh|~&-Uk1q#gY8lFzZt2H zE(yjZgSaZm3}Q^t{ji>r6CEHjmQHHH`&~I4d_OO=&e4V#@U{)~-xB@|Kk=4Sf0nGNI{+egbq)FT}~DCnY* z2q6!;)6X2Li*P%;-XYX$e$Oh(g7~ch=&9QJQzItiRXL#@VnPY<;x(Kz{uHCJ;T#=XZ&_L-9V>+^@u%w4@(-*jN>MSi5z(z{j4c=%cz3%8xJoDCV!ev4R|4d(Y z9^ih0jCPyyoC@)2piwn2brcsR;yq4?-5^w#Uv*eX;dM?;5;(tCfCSV~)mQ9}U=md{ z+6*7MX_ei0H4Zm$6i?A{i(HNe(<3Cl5c#q{BA z|1rsfsjM&iptTxPYM{POm#%_91V{+6r}rcMnt5!FF2}t+2lE0QIXr$$6vgKSdl*Iv zb8u8i_M*#N-~yf>hQ##I-q45H0gC;Q@0B{AuEmMGM{>FP_xiEX(V68Q1Tw{FKEr{) zod7YNf@PFHAlut;yd<5{O_JM>kL^xp-3}a?I?a4Drq?Sf?O*co8yDdFF0M0JeC|Jp zy~guz`O?v)u4fAG$IYQe%3oY)1#1*w! z`LdHO%1TH(Km3TG4+`d8L|v$zLXYVB-yr8?_>s+48pz`#t9ve6r524{bO zj~y~lhafKOg0=;{@4qeDqz(|5XdI|)4sC#T@G!)+e@_|4pmijKWu{1+*!{g`1MU~) zXh=aWo}IiY8Nm-7U^q^_E8JoK8#^NJ7j!{Fzlo(l^Zu#ApUgLDY3s4OI~O z*wsZdpLm#;Q$@$_umtJ7r1QJOvMA&lOr0XTX%N26yi+XIFkxJ^(^ND`+Ele-YcY7P z&SjC&L8G!PxjGOWFe|8N<*ZLqIz7ziulMaMCl2KqT@fo^4MPQ=4O!oHl3=OwV$}r; zwAXLaRO17ooR@|p4>>u-rGMmf1yoldjxJMGp*0&YJH0m~s zk|7NrA<(_{`2(90d~7bUF~&|;mtu)+F+eFwKeaNZ-iPCUT_e>I^$wdyyt4*E1p3=q ze}Ahp|6q*L9>qzdEICFm9L8x)7)ISUW4t*lU``^Zn8G@3@2L}Hjd#DKp0TW3oW5K5 zfsXEx!1Qgc-Zv-8rN`7)4;HU1p-C;V6X&Fsc(c-y@NFY3w)aJYZp{JaaI5^+bM<%` zyel@DU0~=p__1cc7w{)V&V%|FmleOVmxUV>k35*m6GrQhdLA&`4CS&*Pc*l>nezx^ z7NlgwLD*ca?S__+Zy@uDMfsU%s0;`PD3%%0DxWZNtNA~p>Xbf%y{B9}dkZVYpR%-i z>=2CGwAUp%<43dz&C_<&$MR}E&8wF^vG(C2#=tai#Ux?LpLfZD-dM|rEn+>_Pl(z1 zLbSrFT}jJ*9>lGo)MU`Vol0?a|15?pR<0Mda8O)*ygB23gxrQ1XWL@OVIy2~McihQ z|H;IhaiJ-49yhIA1={VO@-|mUtg#d2jQXoVe${-wlO|qu3Ak5e{R!C&@MA%kTmh4c z>r_d>{R1P4&8(XJ@~IZ6kK;C8p8O#rM!Ay|5N_VdNVMemst%cDNoP0r=LH zo5)#%qW}}>!8m*aatHK6notPhkK08!Ap4gJxHX@R*7+-A+1N}q3g6O3!^iO)b`!5Zvz7~Qw8PzFU3e|eTZh>KSG)9*?L{l&`tNJ zSQzfCtDZLDYSn3~fzBO#CUZe^Ie@TlWex{glBG{O(Or@FYjqj>!1Vk@_6T@5I$oX6 z+T}gCH`!hrwKLKzye|4?vTfoz&Gw>Dx3A%$oEMj7WI_MWxni#R)|bh%D$5qjJwGnWHdWMYKdFYNx4&WHOc2>b`ug)F+Q|J(7Yj=OdG=dErD%p8?a{2aFW;v1ON5=U()tGO6HKe8#RYgtZs+ zlIuaQL5QUc^`{}?36^b24J&3DtPiXfBV+PYmwSTb!*SWEa>sYMX>x~?te!l9>Y%T^6yQsmPSFEf@!62{n9)0$?~jRf&~7i zr!JzqvIBm&!A!IFHr;V^i`?9EN?QvdC|uvoouv-|4=%Pz-j5~wvVp7!@bzDWym?Qt zk#&TB4wuTmj(Q6OXfe7~YfyHm=ugi)aVAY0(V*VVroR0OR(5XpFK7v-=XogC!HnD+~%t_r>|3)a+e*YNM#NU^7$TWK%!=Vve;6p%{(qjSA z=s(s_5lW>bPegt4N3Q(xJO`Rv9Nzc{Lzch{Vzp#B@vGa< z@I?|w5mXyfes+f^Oz9vbsu}XQ+0bv`tmvD1hSg0IVn`50f(EC2IWi4SGzOMdZOEJm zHk_x!h?=(ZTcV^}mq#pRzi%E!KnHHprV+v|6NALcd2F4*A=+^>6TU)vw|#5K?-W79 z_&#NNuc?KmOgiG(O*HV{%08O4*4kiFQgddZ(opcz5`9;dG1<+#u-uj;M=hscI6nNT z#G9zF|5rpR=Hd2>Ic$Ex+#DAh)Hl?)5{U0jbgO}8vFy~54Ut^D_Ff)<{Q34;3j0u* zqrlM-Rm!1Uu2?-~7V^5GKVbGLaB)V`=|GEgyRjqhn1i1`jF*R42V68Wz8pgxo^*&4 zZ{AT4Yp`x4Is}dfmHG{UtZ`9@5C!{+Yx2_2upp{dNhsWVwx~< z$ZGWoa_fS~Ajq4Lj=Z-0sqL%B2ibHze-Sf8hX<;a%@dv7*p^lIoZ~xe9N|IlLu|dg z?Z7!j&P^vy*E07LCqV;-FIZL$vA z$k-^|5;RI_d=xJ@0B>; z;v@u!0T8m*0*7c@-o^)g?}OJeS2^}HB(YCMc@g=E;zh70{m=#M4GtDMQD33$pEPG%;fRCX{oNGPu)!FtJjhQ70)Ddt3W zg97s5Cm?*e`C9K_Ud-?^ujjV2N0*e%ge-Sq5D`DpY`%|)jQ2`}M6M#@*U%uW7`9$6 z>g$v;0?Q8jT^>=XWdF8a>FRcwoDX`n_h$?Nj@*Ncy$kMk41eYFH7X=2Rw`u zX*G88Aev(!>O7VtAL`vKo~89JXKAd zmm+B-r8T5Qq0vf4l6?&m6T3?(gPFB>YCWvms;@jEl~Q;4unsR!m&;asD67_1RSj;D zF%nZt;BqesL)@1!`-kMgYhhA!EEF?C!+KNj)n4cbJ9grzJ7zeKxwRM~nfKrn>d5h} zS+u-`CS?0ttiZW3%cv$s2$P5y8!?ukMcN7J3IgBmF-6GgAYhGIvd^*ke?lvV6|BnH zpkNHz0(t!quaD5U`o+CgyKESJXtR? z9uYk+%7PzXra!Ie!%+K63RTdlvb*Ah_(A{SG!BX3 zwUV_SH))d5JdYKg`&%j`BB_#MEbr*u%bBE!3URB1+rr0$rJ9Q-%i}Y_B7Hr>d_N|; zy`v*k6hgd|l@a{P*?M`!GWzikuPk^SDkI{|&P>5NQsa4!99~VLE&1{Mb4iH;?5pBJ zgNW~sHua}yr+97*)^QgQch|kA;<dceZ1Op$CN|7=w>r4Jb*uP+i>t zpYA_A9kT;X`F=4wuTd5>NT^|XdA)apxQygkQq3no-S4R)f4?r2#YOm*@x($De@P@O z4UATR#c#7XklO*(w{?xi5O5`psUa6c^E9d)phdqn62TnT(BNf_kipik zHYl(g3$aJcYlcJWfl~AUpOOGhWH7l5jJvdlkrJT(dUUw*tDZgJds4RzKsQl+@bX>au&u5LU)4b2g#Nt?xsiVPwX*gSgR(JeNta)+^WoiBzfa zMlJU4ERyLig%pw)>7{ITu`7c=>u$F!iR_|t;>43W_qdOtefFo#5GfYixG4U%W;e|X zIn}>|g)C&XXjf73jXp%DMq}? zJ=r>;^dvYeA)~Dgq%u{P$g@6wZ^2`*W0-sisN-J*)=Xsy&0A%n@HP^*{$%;y{?T~j zpAqnx+q7x4wQ1n|y;EdGn0wjAI2wXTkkdf^&^uX&O}(~PftJp!ToVHBOxpta67?wq z13)dgRTob@Za71uTL~H}j=e#h^(BAxok7_>JT%XpiAYCjySULsNnELpFEQ;!5?pHR z2a^u2>6lk*diP3(^XY}KyNUs*hcbWAerO5pUA(`$3uktH{xlSDdpGm})}X*9#3IsHd%Z5r%D!n_Iw}FgR0sRQE;aQ1Q1?LM2ZAd2z*(TEZ zC=p9$GVVrxMS!rZ00yZ!@8PiUnn3l#AT>$a^*x|p_boho!$Ls|T+2nBo8gX`TJS3d zQ!@sNZ|iLwFb%#0sJ5k|P(iz)v_N8N{-s$zNxG-vwv)oQI7WJp>xD;)(kcc2d44O93Qb%9+qvMZ*9SO^CS6Z!?E?3iEDvR^PT9$c zV<6rYprZm2ApMGFoevdHuDYQ*y+-FKiboPB*(?6S9;ngJ*^cAsye}2>YZ4B9lA9Enu=yEmrqr5Zta@>bpP{e7rf zH;1^2zWmp6f~K?dB7lviRl9C($*i#2%2u6P-cE)hu{i_?--yE^qruAv__J^^GJ|?i zcf7dVv7Eo6v}lkhos#JJlbJR$!|?2+G*--}Xns$qI$~=R<*|{NI|dsZ{D`i+6>P_B zbgsKf8T@GRC!H=AGiQweD*hqlnYSOXgiY#_90Ihs-#u^=ll*}WIakIoi7T}uKRLV{goUr zosEt9*5QD;N8%m5t!5zQXk~u6;7HUnTJ=Q0p&+Wg)Bt9sNi#>iLEkzb|z_#t*nu3ld(HIlEpcOUFeN- zpmIo$jm6+N%xH1X`6@T?GP`zx22PZq5{a~%0VbN{`J34?g((Tl8Ml(y;ZlR-b>Y}$=c~Q94)1l;P*1XMZ(Ixgmm8JzU^4ZU#Cx!78)PP;`07x(o+23#>!C7c zi|Xg!pGWx%_2g0UQ`dOF1H;)%$aYb$D=hj!l%keABel8(Xx!vQ=+s?Tpwv+DHWnk3 zjU00f(N=<%vybcO<1^+dGmqe?``AWM(Ees(eON|shN(}z+E5c`!ydStY%3CkkDFFJw+vycWNyqb8Ru$4 zoKiHd!8}yvvtLp7x_D?k$n!PL@&t+wyw6j%i2y9M1udt!i~cCOOxTdvKm*;7sQ#c7 zs#QZMNbhnBHStxjzv1jNJP03ftzGPI6$&f>DzRYnABO<_5r=1hI%sAgeT;+IL_q=f zEQDs?mFBEp210{hBJFZt6{r(YF&m?2PVF4-syavT`n>uxZf%AhpLr*=l)Ovy!1+md z#Oz35EI#kS#3W0qv2# z$QNn^j|9o)pe2Ou`vH9J zF*^pf5LM4i_U*eNh)0(3oULf3U^5@?k{ip^3CNfyIhhGcJl3)!x4c)@_~pRHK9)mN z1H%gO`r6O$>O9sB_@?PMbi2y*`Vkuw!yV( zrS=*~pRa$^esp`{y?=sy=HSvcf}(Ty@i`AkGmBJjf1ovV|3QTQH@4=B*7^6NyS3sctpjMGhA-X1G1~<|p<^2m z_|w}UL%d8aVFAMC@uT2C-M7zChm}aq0X~Rov$_pT4j&4g_QvXCXis63twl_LC~v7u zw}CZ^7x4V4;Beom@Abv z5n@tSH4yqhevz1?l&dGi3F8jGkataKXt1%%+2q^d5d9K6h&3jvM&Q4Hzo!_hmiNZ> z;U%`3)eX4F>QUa2n;txHS2}pT~{-P&2jpwJa^XDERv4dKh{@=0vYrOt7xC|@| z|Da%W|6$SoVZr{eWr9Wy2KHvQjyCpxAy9ur(t1{3pqPvhzl5+Tg|wNKzLSHzjg_TRH!1c9l>28o|IMfUQT?lY1t)#SzlgX$^1rL(*K;uX^ZEa0~R_B|0+vT?_X&;`oBy1Q_6pO7Wc2d|C^cCMnE#qL|D^uB|4+%^_5M>k zEiNPDAMEkZ`Hv-kr~X|1bI`M};<9|b{->RPN?>69vjqJ|`_I*1q~X`xv{AA)`|2d4 zuQ~Lk^WVcs_ow0ijOX9{9xmM@sFL?V4aP-zYYn#7QuS^5F(o6i@^k}guxM)OJVO2D`)X3L$dhN52qjVH2gQoR z0@6_AlO0Qr1tb$BanP|%Nf=^_tmcS8s$L~xk0njkmLEP|oTeY&U)kpL5DX@I5TGR0 zI_)|yd4HdgM2>nziixbhta*GSK8+I%v658#JzP*(33Nlhr7abYaBtQYF%2y%{*HUc zwX0_jt?7#6t9`TTd&c5AWucI33cRxFJGj_ftW0drxH1V$%3hlE>QEB=fru99<@Ijy z!fZMFo@EPvtRQJ@r5@iL#;}l;Eu}p9Mn12VL@%g#KVbr{ZvdsEZ>+DZJn@m+ly2Z0vVmT&iUs3g z7pM8dVFhw7QNPK(13O~(9z^UG$i8d$-W|K%9Wz+B8coeuKtrzwvT)gE{PD#;{5#~C zG2J58L_O~C$<>i+w9MhdY7zNf%8*Zfq)xMnqT&hz#aVQsvZAC(ZdnX{zfZ?a`{|fS zAjQ}zM#f!uO9I+b1V?F1yd6o6FK0GF5GfI+{M-D2XR~4!0pWEvm*1rg!o5 zzQZeV5OIh-zrvXPIOpJIp01wXI`O*hUX!GTau}20qDWy0V?J(du|qqtP+vV^_m|&6 z+*m;xgRxLw!Y}G9?eLa&27)Vs-Jzlbx09RwlMZ7l+(R>*t?G4ZFI5$ul`S84u`I{e zk@t+Ph^;LQo_r5`?c19ZHz}z{!{;&7)+|j(?)4R)7e}A|rXEy#lVZi89j!!+?ga!KR|;2u=c`fesq^uFD$u($u%#iK2MyLTT^*H-aP15pU}d zuysmiuUe6X`-DTkr6h%cE79lR11v#eY@=(z)1%vl4r&}MNgGiND8;-bR@(`g620g+ zrZ-cX>KW#sQNGBGwuKzueQ{yC0QY0V@`0!Z&k5xMisBY&JAuPI@lv*Fg$D*$*HTsW zaFhlyDaKq%=-lWPtcrx@SfrvtX0ELOG($IvMITlgj0BaD!46sUJoZv_gG8Uu$z1RC zl6iJ{wnZLp!vI=^kkws$jS8I#1_^erOe%s?Wx;}kHqE8JT~%SUWVq%Ss<_QU@`*w1 z-*`tzP+HJF-67|J=OH=P@2G+7TeGsQ<<{S|sEb%QMQbh9%94uZEesq~S$L$t79 z)*mE$lXGVG&{ADHIy5C-sZM+nRCZBP4U%|yVLGxJ;>+SE70DRQpkSO7R!TYaHYet~ zXD`Le2s&LnK9}Bwg)Do({$%-y&OdFuVv@&G_hECoU8<+&USmI(fu%W!tE4^S=R!28 zj_Ve*k{^OCb&1YcCEjn4oc%8_hot7VAa3E=a=mSp`jJVfb;eLr3|cB~B%Ys=Ky9=r zk!%KSYvEAyo{TULrG7B&{K}xVqmE?J`tfZK8oJuzsWmvq%vGwtydQF~+=Z?Kj%V>I zfz`WWM?^Uji$0>B8Y=C&pVk|$|B;IoafpIucz^<3J9@`)j$9g?u4R=JEa1tSt1Ewd z-H5euoIu*l^|%0Edu&h)lq6bXFbp?3Vatvpy8P`2D7M3nsy|7kXxW~;UHe%Z?o{f@r$pf;cm?S*nz+QAZS;(icr(l*0@x}jw}Tltftw|(MB z-i;*btRteBLwIl=oqa7o&j1PQ+vX+;(z#qic?VS})9;3Z|1-TL!!>2eQ`^FLb+u2s zbhk}St?+UVIowrMqui%%YI1#%=iwsWc=@B(O-zn$xYDYAD5K(zn$)9;J8i00vv}o9 z6AO8|KN%far1I)e1c$3m$)nYLIum-69L=(xTf63pKfA7xv`^Uds#@UU1yQCQS;8UA zSFYHZeX8_4^K@y_yW|Wf znK=)Ij7`sUSRCaMS4v#mVIep#PaskG5dXRKU5rl`>IBAh2h5Ca*(9**z-b$|z-Mle zP1B{47MXNrs_Gf8l~Xlw>Eu?`n(wvNzjxt|6)_^=i#w#WwcHi=a+!*RC}o@!I;io9 znQ!9#4u)1%8IBb;`pk9l(>}OA{CulbpL-wo9q*%i$|{8KB)7Of-O1>)QBhrf^5)Y= zpSYz2Uwc!Ol6hjuqM1@^ngzRK4&7y)epxd{Z%4?xl0%MleStSJtKUkARB4)S2>icI zWlhTFtPKH7-eNjh=Gg{<1}iu3PEe6gmT8kP`cgLWVbeXnxg6ZFGEI+MB<4)|7!(k6 zlVhczPqT^A(Xuy_z5eCPf7_q;V82~S_J83+cT(7~v}%!$SgE}UG<(erJR^X`o~{10vvWo4u+wrJn;SH!%;ppo~| z|N3X!zwF#yB4YHyzi-=d9=i$2a~>ZOOFUpWVO3Va!DoB5x6kznih58t*Vs??=ZaZu zU#52yKNID9ugCXe8G}Rp24_B#Ll2+dv3LJF=@PU05+3!d+a6pvT^v3+FU{!!t6iDj zmkHMwC)D@7H&wi{bp5=EIVBeA$rE{dSIn9m!rePPOLWrjL(hpY#5^bh zwFwJuoq~iQor9>T@bD;SZI{%n#IVxf)S}EZxB|Dt+{~Ox1r3Ot0$5TLB8#KXU~Xoq zplfVmreJ7hZV5b&!N8JmrvY+c1ESMlYznpl(P;n~0~R9OYXBYr0XfwIac+ho@(~lb zIu6dBE}#$rNkh5;i2ehP@B!)wt}F)jTs-sA@j#Nm?I9wsx0NATA z1Gciwjf@mxW06kNfTakKTX1<5Bo66!5%eRhKck=zbGEJrI3ggCm68bTssTd{)X4#d zauDQz5u{c>!iGD*2dxyP zCIWlA3L43YnML^uhI)p^dWH%b86_nJR{FpLSb&1*MTrF&naRa^`9yteL|}(FKOO7`uy3FTu^=>66s4wd0gquZ1O_UKn4yKCIWXo?#Egwh41ftARm{}f95`}- zA_hD##Ry%Up@pdlx;kS+Gc#bZjiMJQW`VBP*vQZX-OWHTGjzWJZ8ZlDMxmN#VhQR2 zqKg@0*kNj9f}z*c2-AJQ5XJ}>Q%g$>^UMs5kkpkFB?8AEioi$G1ZP&Ig5nL7iG%X< nOBBHI56Ot2jIRJrkKlf7aY4?5av(28Y+-a|L}g=dWMv9IJ_>Vma%Ev{3V58AolB25&5_mj^(lHeEZkJyGq;F~ zgv4UNyU{F0U=YX##t5PL_H<>Ob0V@HkGo%4*4r7+zbda46&V@vtAD)ikLQ2?@!x&? z%YV2({@ee#?$7q||GuRE{_Fq$7%C4){+E&{P<5Fe|!DKD{K2qb%smJ*R{`I=e5?vKmWInfA#w- z-JiYpwepsEDb25Tm-^ZIsxyE5{!iDx{I9>efA{s1kKg~->u-Kn?tk(7|8f1B-+O=m zYG2alT=Qwr`uw`R1V8DEF0JLW-03IRqSoF&%h!LsRtSDjt6$1mzrU8X-k5go zep0J0RjuD%i(1>)E!GOPLhyrH{ZiKY{k5pIepOaySfdd9pjKU~HF{k8<2BmzXBl_y z_186;f72SR^)uaZwLtKbzUWep;P=;})-w0Nd94uqpjN+>wSIpsYb~+H@}t_yQPW?& z2DN0VA=H$Atik+J*7*Iktd$CbYcl^>*JRfOE{tRI_PZttIQQu$5O%zoP z_fS97QGTIzP~Tli6T~zEjmDpvJW?bu7{hhHZ2{&xeda#LS7U!!fxmIHt#=Ux?X&-A zGs4c$lK$qhFO?FV3xE2M;JXU>Lk>EM-&NQaJOHdvg6}Hi4^bhD-&NSh-hO+95`0%7 ze~1cM{I0^U`<^|N;JXU>LsZD(cNNb3dAC@h1m&+k0sI~6W3m25Khu}hQd(;LOUtx> zcKzRph?Ar}Mea`CLDn&wTgSe7fYjD)md$sq(j# zemyk(tW=V3E9Ea)Da+qhn%^teCEr$>&y}n4_m$4qE6OF`s2lxIb)x)R6;96g=gfCW z-)Nj4DV#h??948GJ9^Kr*o)`yZ%1wYGHQ~1TiJRI8_VBSTGH4%lweIr@~t_+U(%jn z`P)iMdRY`M`L@!M4x2*dZ!7(>6wgErMI%Rl_n|M~l8 zG4HGQjn4Qh|xNaXwZd)+F{pPov{fGD0m+)c()(P?)R5u*hTfZ=-Lw7Q~RrCsp-{*_)Ef;H+$_a z4)K@Zx%^8VPxYW-?a#g1A4!M4n5wIPwp}i`ro)_`&o8Zy123Vex&~~Up>7ShlLxzH z|IAt@J2})PEQ#ll#1-h{(C96+w(l`BN!#W5+|2~m+|EhLH(L92%*xhQI^`cp$8Gmu zURz|d(pmS{26~TgW7V1a)yDOPJ@zB9y2Jarq4JE%8@v4_q2E38CsuV+)x{p4yP@>7 zqjFNe%GTq`NzE0iv2xviN%qpcs}^eJnyMNGuBpm3mATcfYD$Bu->de5$U0EeqJ|z6 zwFow0QG;xiQDt0@V3>rh8M}lr8Q5YKHH5po%oUgSYP`0{mRz2=Dr+rF%vt6_lyQ@( zz4F?1T#txtSr|U4oiB-vUS@*|ml@Bk9?5gnwMDi+Q)Kp+zP6 zjnJaP#g{NbC1E_$p0Y>6ZDQh6`X#aPxHWkt<37@ICF4f$r{q$00V7z7&E&1-el5pq z3)tFXGkJ4`7izd04xwBsp5vS2S~tt;>zlGptK`v*<*KW83!NtgS~c6Fh^h zBcexu(sZSOo);yCxGcWbHTdzmh2-C~+(Ew$PVF8r%0w`H%kN3VQIp2jSx zWS&n=j<)I4B@JC{5wFQd=W(@OPno}e8Z^}dt7}Prmu2HL)rG}IQJ)uE%#Y;eHPhsBmdv95|0?eZ9Gs16>--T|tzUxO)A97r%DW2mtlBg4 zSWu0>#~snLnyssYvs1IZ;Md?oQEk0{3D~o(EWS)5`+JXFSFeiQu-j~1Te25fXRr2R zUwYZp!dqa8J+64WMMKeA)YYwOEz;ZQOJKKTuPSfJUNzn_J;snp&?-z|ZMZ24`vy(j z>UM+1MOZsp)z~d-|7u)?)$HTd)KMFx)zndYOFx1O<@S`I1nS@o*exu4zV_TP%gsSo6FDjcVl&5~Mh3Os^kmtZ9{JQIZ@*KiWAcYAvbl&|6* za4UDaqM`&gE zD{k=i9Liz0-y>$_J@m3<+TiUuywk>8mQBO^CTsZkAj;JFlHjf!!f8{=f88r4X%Ow@ z2*G8NXI;utYW4zNN$V1CBpFT(kEiUWew(#-NcQL?4sJL5Yiak_pNP;UL#vzF{|I)g zy4gTWcGuTFITmc7w0rD$UCAcv2?LclxIM8OwsgPBqa8(b3S-}GL|2k#@0p##*!Rp% zVeEUhPI+<94GZ=(-<*q%$NA>acY87pLEdpxn2K)C>AJPW>c!L&4a9D`A(r5#efn&_rP z9tn!eTFogn&&DB0)@aW2GQ~G#zW3*5NAYRTlsVsbhmZ2Kc4yNG<9-U5<8gDSU4Ws+ z#N$k7YCAA)>)#>4P-Ei9&3?PUdcF(xwjr#~j3+Cd;FZ*#6w;e~Jfr_af1;!y}dKA`= znH_}&D`s*Oa}^$v{gR@=ISO0A*)+4tP0&%T_`p=72x3b1iGP1uCXa2}IZsS671WKNT*JU6AsG&>cOGHC>>3@h~!?4xP5mG+%bn|^nH5eOc{W=9 zSTBux4V98QaDnBdp|6n!A7c#R&qHFwA0JmK3?*C&%r6C zU}|55!J2HR3o^G+7X;@%YfiKi1#2V<-L@B8Q4@Owdf8!T`6dg-TM(G_=i4sWl!xFs z1X{P299{rXfGq{q*gE%VFxPEgc0pnd<(gaCxm7j`?SugP72m7brsp~(wt>Vt#4hU) zaC?Vhiv`ny+R34HhhSp!w%8`@#VF9$?%E~paIq$_bbPOe<#`J1j&zTt2^lFXsR8iWQs1U8abf>6tc0NYlSY`#&zRtJj`@3K>{;>K~6>nPdA zL)%Ea)DMAe`mp}s#52JK33i^g0%708vTeVx{$Nd=g2y!Vo#vOt77J`6*Iwm@EC?32 znYJ7%+r;HqwKYYN8&edmiCleEEuy4_Ehu&drvRH&j9TL;X@NGjh|90BMJ_;_u>2Yt zrK0UBv?YYEe`yD}dN^~!Il(Dd`_PCU0*l(ysT58pV!7HW6DJCO__KiF(O{4*S`;jdG$cP2V+v%1g&yogxXAZR(9 z-C-f^p4z}Kp8sL~m(K3cWo%EP0Ec;;{)K_pc^{5l4*@#E`CmLk3<9f0?Lt>L|BGjW zE(LgoKH@S4qt|c#Oj$h zTQRMg(O3?rrcW71ny^I5ol&xab%Lj=1#uULAltDk28IW{hh$AZhFd#3Oa|~AQBQYl(*Or`RTuO45xuCh5 zaToVaEK1-;tEpIoqTHqHgtj{-ZzrPb*^Rk;LL=(Ppb1*|>1 z-rMhw)lzc$g1~xqP|wI=c}B(Ro_#p~AIeb8os*3&KvlVE#ZZwZXIbAV2`X zninKB1`Rxd=5E%f*v;!01kvwWZhIXb0-Wy;HVckSlqX%eTy2w{P3gVKo^bt5ICs5_ zj&S)+dV5{ag7dZ@l=BdvXKa7xcrtf|6Kq-Hx^*J*%=q0Ggy)7=KQ$8`m*1r z347bhe=@%%7Gb*SfptNTZsaXMG=fV;bGLFq`0*)-e&&+o9mTfmk)+^jE(mXqWeW?z zvP_9?+#uK^MSt`oL04SRql0=2tP&TD7zgqQ&~hxyl<0T2W@UDSMYzDR4pWAq7A4jZ ztVKkM9|HKJu@qA_r#xTFNdYiei7B%iE`WPFvssuBFJr8*5)tKo2rwU5i53`tl<7yu zTR9c>ge$YKCtQeyEe`_v#Gk^}RV=_m%XL`j&8DEbfBdUJN3siS;IkHCg(KO^a3ph4 z%4O?<79HjVG41rI?{ajYKLWHm2%-nQq;?%8Hk%8u$tCZC=um$IMZq=~CGJx%h@lTf zw3!P~@j))It$5ZFRK!patPqn^QV%9k>O6#;<{l^r(RZUL@omnb)!RG>Xak|lP&x^s z5tOf-^3=I8hHvWJ7_a#>*)=}#QwPZ|IEzGeG10th9MpD8yUj=&^@`;~%8Mih}4dZImtKJ1McJnDSc2fd$1z~k1-@#(auh7mduo_&D-9|#j$Q8;*3;pu1j`N&U{4%0qh`**ekg85wz1V z%31ao#!+v3TYOnBdoNohSbDi!M~VHw!ppDV*pm6C=hD-gUMo{?dagYWpJg#vMY*uW zEI!!|ZW3ih*9L*r$i-NX0(-F6-L)k=xs&U|qoCtDo&Ui-$dwE2kj{ zVoX3mDv}8lu!yqW{4T(|p9|1j42OV01C1@h zo8ATMu!?e*sl_GQc|494*kNg@SPr8ocQ)Jwhgp<6+Z_alS(LjBEf<_-QSNLwSEZto zzy73|rQ%@{Wd$iCTC;$D<0esN*s>RGRJa6(Vh$w0*mDWK;+nU>>cAqL9BGvqhJbf; zo)~E^%2y!t79g-ef+H^B5io`$NNNa`egqioAlNNO!Nz$P?5v&ZZ}G@F2rL4C>u)Ja z!3B1P&DV2Y2vfi?E}pe>JuZeRxWEqEvHZA&4gwstWBDNs?i5(NvHr@9qxOzRyWDIy z)?c|965xUmxLuG%cM7UCtD%hO3Ke4{Ln-Mfu*Fz@CE2?t3XVwcEm-pupv72zC7HLG z178vyvr|{V}HS<{#!r=c7OmG>1LY0lfv6N#Iq-FlTz8gTQ>l z9O%r`0T;AOe)Mv>)yvDR{s<1QdO5x7)~3^~UX+u?p)N;3es&BR-WaFEdT9@SdAZq( zGP>~Gm%=_$Gn8VJiO0UYo$RHspLps^aI&Lpc9DGQrLdnauzv1BbhMY~XomnEX&0Q1 z_ENc-2m*NCF>vmAzgTW@4_V%x_ae_bmfy?qUaIy@T!L@UdkGQ3rMx}wOz5=t>}3+$ z0dhGu_LHlxagXEz_q<#F=XI11&wF`$-b=$amy0ht-Y-g4+&`9n6u1-Q;?v&U1(-Xm zK5f;#yh2d&BWSN;)4uUC33|oVsLeZ9pZ4lO(Bi(abe$(qGO%$h(eGZ~e)sbByPF^c zI2Y!?Mgbl17`3E2DzIcq=%k$2}TWuRl^t@k? zpetN|Z{K@4eeY#*$HXE|6u1E2zW1U{IhW*FkTV|6qM{u+m*hgPxB%a-_wsVRf0eCC zUWAJrde5rvL{$3bwhy`m48XoPhufE;w^%r-$r9K};>@zWD zZ)babJKJmGL(hJChKCD|cS6n4^(es=UINUpJ_PZtQ1j_}^fFJpYNpO+?~lxpr$}ey zFM^xR8pnxj&Fm|lIwo@eCBZHhxgu=}U->4F;P5@xGyh~GF7X> zmY3rZspJi*M^8B>NbmCTYN++)cdV}jmQv}sKP1P?p}sO&N|o)vrw^vW&6O20T%Lk^ z9BZX&;Nw@RrhgIeSeDuCdOg&5C|jFckS>UavPNr4-|~yh1^)2plIi_KBQzO8W-yF4 z!Sj|nV~A4DfYo$p#gy&AOPwLc3I2)H7zIXRpm1Ex!1@LGb2lM2n-1ZyCbDhWSLpuKRydnlD#H$wBW zaVMTCt;`)q!ZY@a&A#So7swwu=|^D9WCpoD{oA!C#s#KoD44{srz-&-kW$lq$dBTC zERkfI=#NS52Cs?x$SYaW{RT4OvPMb@)9)S$u|u}#QUlS1d#Ti50ubx7Cwa{P(@BkB zC3wM78-XA5RkB+u)Aw08B(Y#g^_$U-E?|V1-K8rw%X)LAo)1NpdZDqAdO6=2&uWH0 z11rC`kf?n@f{iqrptM!=)6-8))h6&(=hR)1KRy}Wn7X+#Cd26x(lEL2BpP$_UG;o; zX6JtDMCFm}G)h`pY1q>-i>^U@GbaEkf-|cYXvayH$|HH&!EJp4%5@@wK3S&R$J7+< z+_$l~V|hS!PdkU*&CJ-r;M6osH;kbsZUrzHikQYSMKkCoNXW<<-0`MqLo@gWPCL12 zR26MKkIEzNNAmQ0(4I-t-hP8l;79OuVCc!2X3P!x@RDW3Tn{rA!#(Z&JhU>VZHEVw z2@=vvh8{H}hxA3|pOD+pm+CR)-1RU{d(Jzfh!YYex-=X!h#x(UFA7O%@fhykjSPQ12=P%E+p6WXIx9zeMQk;?Aqdh^PlggN->-nN*sv>EcK z&~!vDDqj1p3Zh0h^W6egh!KE<0Nw2*_IUgqAt4@5N0MPbEhAzTp{xm2)E)>-#Vcfl zB2rALmJIWH6BRv~@0Np@iAfBrQqowuL)sK$otQwx@Fiu^B<7PCdM`1vfj3J`TOgw_ z`+I>n#i`i+1j}eTR9O#3^vk4yVwIhs4CG%v@-iSrE-eT;fzpDxwhdZhB~mQyG>B7SMYN zNW;rtM1&d+rSIU#c_j zRI)(^Ku!_*;2Da@C7xlYq3l3I&ZBsSnn>Xc30fq~kmmChX@=+|VTO)C4CF#|N#sJ* z+zof<*g=2`ohTR$Jtr3`cU0s;r@Y{BD&5NE6S`1oZ~1K>5?#2Q>j8A3^Xzy6B-NLN zdSgY4x^Q=|U}d>31jW#^MR@w6qzoRfNI&vKrSnBkf}u_p$S-uA$+HJ(NRSD&F$I_~ z#NR$-Lh8$cLvu_D9PrYW^sWmtRq7i9RbCNmx=$lXEOFz znr9IghAp+@Td7z82c3%8iA7;E2NTRV9fK)vOtFPO)d?g19Vy<#7N9-{Me5*mYT%AC zcGYa$!Ksv?^0MiP8JvQ*f-*RDC`Qbn?0#Yfr?c?(S>fbK3owI0e^=zlOrb)66`aC) z04q2f3hiSG0{7ZP04cbYJ-Pvp*A!R+9xYe*KnhN&3~Yp5-P66~_fQlFd36f%==#M7 zk*&Fg5KKuwP};oxoa+J5AuVg52B$+KxtVP!J@RWx(*Z0v1#1LY&=+;nDknA046jK(4#0v_ zY#Z#2alb_Sga9@eW?c3SNC02=01KwO_)jM6cPsPlFA87gdyyIQfD5MEX?Pj$WQW;h z?E;E^vv3t5J0J{(S7s}EiDIIg84UstG;+0}YAMc#u;FBtNZOmX-&&C-UAkbjf-Ec(LQQ*-6-Z(Az>xCH9tG#*fE1JSs zR}{|EKj8&yxZ`muCd8n#G;!>OzX`@+|JIqj@CZ!ZawQ0a1KivFCeV;JC}a$2g95%7 zZ4lN2*@A+cbXb2Pf;di)$TW{BS-b>cFJ#UUC#Xgxk`UM^F$UPEO!h%T5k!Ha3(Wjr zGjaHGqX2{e#t}5Zz=0DqVCR(qCK&i?MSL_}(9G~4+pb8Z;};cMM1uZcm+%JlrO&|% zbjt*^z&ZSm*wGCPLJRsGtiUN^Fj#?epa9+8_-nHlWU=%f>D~qcjC5~+00YV!F4edn z01GgvuHNb7V6QqhXiiNW5xU(GT<^-P4{a%k9K=a{Bn9plxRd?{b)LO=y1w7a;hI6i zb!E1*)yQL4qo=9-vl$+3#rpsZ=sqHH0d+14F5u;-m;?j5A_W}K z6)D(&%W-rH`{rm3ea03bGKG0JT`~@!TYBNz@{T(vXYI`#9%2sLoDaomcU>V>3vwW_ zWV&L6>?olEH|*=d1WM-)0j_A#4ic`|nR14j3KU3M)hOKMu|tg2lDCDRK*62}3e-N2 zpg`Esqy#2m)QAa`>Lw;ocp;(!MFfINU(UCIDRdSONrBMit0F&qv70`W%W5|iZ8=BqggEnL}CS9{P_(5@!59lKY6Ng}%0SiZ_A?bj= z&oMlp6e;8A(#sE!xD*Um&)UzCZE;J8M+PsA`33W~GTSp^gt^ z6odl-V+Ngwfx?#p5$Kwhguuo<{ZxDn31W#hDJ#h@kS7s=B6Ch8xk&Yr5h&ejj6gXf z;2&13l@NiCoqLH7DA&YP`U(hOp09#ND_@2Go-Lb%gDXdc*nZ?Y>IO%eM8E^m%j0}N zc3XfzwxUKxq4f6W4ZwfjO4i{ z8=egjSlZ!&<*>*N6zIe?VWtsNC{mzyr9=fvMG+M!4K;i4xlEuv%wz{9(4k%MLkPhI zN}v<7VBGR0F!3Zh(aJc1^3O~;Bsm6yzC^CV0T+yh-s!EVlOdrfFlMjuUwe(K7|9>L ziU%Y1`0sS~q5;CWqRFDU(%=UEui)>~5lq;hlRK5v!L>7$j-ncmbQA&qd<`$=qj1<_ zeh2A%Ib>@H_~(d7rEfG8vBrxom@hIS(>0!gKz&3u{qvwcupz|iBRcEm>IE80tUjWx z$m(NZ5jbb~rns2|r!Uam5)pRE1&d&85cd`pGKqWf*SoLw>&#dhQn8?nMKpshc3fHJ z>yx9A`Ti`r1@n5A~z3tRt2wAPC?<`Cg~pb zR!4zZCNPPXa6jy)G7)SXYVh(b<{_wum5w3xuyUuv9xByVQ`q zQ?4Jzo?;lu*z-*e_CI{}UIy8_LmD!vd;adlu8QYJOOR~m_Kgq+4aQ!0^*%&BZF)%5 zlg=Vh4?622P)|CGL_O#%0`;V`2-MTANI*Ru_>-SkSU@nBZgAup3Z9pl#7|hBUcH3n z>D9ZGs3-JY3qC9(w?zyuS$TR9FTz@N-Y<35V?J4c!d&gzvesl5Y#=ZbHUDT;P1y45%|i-rJ42Kc+c-(18#PTdr5UP1P7 zZ088QuA{z#f9FiaC4?f1E9xxK@1}$6%!HvsP4GLatiZY>7)h|Z!FxERkMukEn!Q@6 zJpzC9H8AJn!L36$6x^DQveS_=1k6>#4PHmg#YuMi2`mn>E4oFG+O0UpF6o}wYF-!O@*L!4h~~%W<#kQN>9i-$8_Z*_lM9r=Vvi8{v#mkoNtvCYpvT6lYkqR zkljLLUHxnau+BkGMX4pYUlBn-w~!eJHeJlLAe>Hl6t_pDvO&kOz1Vb~)^O_}pKz-1 z@hAc6n0Zb{o$|`>O00m`c2s!*TDM}(wlV6Iv3={5RR}K!*WA1UTOc+9`yUQuJ&nV{ zNIK6wzJr<-qfRNqWYj4Y*uEV~Eqghmj%m6?)F}z~2Cv+icEOS)qwew)SVHQQ;EL~{ zYU{HJbhjGRsUOuM9UpTb`(b^GNq4JFom;1dB3Q?odL1`&`ukyy0!imunMAtV;fI}0 z7XJnGr;v2k?xA*%lXMF9TmYL2J~z1+G})#RzWd2 z?+#X+)9V&sktdAK8Jd$S)j4r6?l`~`luc$o5=Q45bG{js^D`#C-Xhdc2TV}{+0co! z7d3N6SB!9UPFGwyPDFMfK7t%H<$5Kx5IEOZFuldWW6B$wq@1_G3t$|wO-`iI{h@1x zt0T^3@ro1Yl5Wqj3m7`Pf8tyD7YaaKh11QzazFkz|j#?l!AICo6bRFNynxZvql)5Q@-@|4(G@b$)%eHs}*RvD+09=BVjq% z`o2d}B?ygC9ZqF9V09_9914%{BYmum1D;>#0|D!#X927exFBVo6gbh2WC2WT4rBo$ z>zX^EM6gR*Jp2NjCLvP|E>$w|S-7cMU;}$!;9~-nskp@~z#UZe<%ByWg(evb&aXQ& zHJxzB@pOZs>n6uBy(8{4ey?vyZh=*!;gZF`rqy5&B=K)JSTq?}z-omCbnxBHpJTO( zVu!`rRRQ@d=!1W|gjaB}E?$APs0J%`K)1lwPOG)Wl`20aN7lb*f>z6b;7B(jFC3=F z$gsvsurM2nM{t5jc{=kFEH6>ZHLlB~I$%?vG3v{RWzk@>tJ>`w~jCC zTQoiMpRivrJBFUXuD7*n35Ugi<%Ppy(em^%1}#r}6~gj*XgJ>1gduiPF4*u9Ud$xt zb?4;axEc2!@DhoO0d^i47ewdjy-ajoM*;pAYyTCnc~kd84({L$kHhNC$g?+YR}J*( zcrWlGcYfb-oE<=V9Qql~w*}Ixk#^u@J!jzAyPpLee^UVL9lNF+{=rM|@@LnS!q2WL zK#9AOq_lo^O%Y4pH5vr!8VmwK1kGM^BS6Xh>=}ccSTI!>;CxGY?3YQ-Jae-6T%Y?utfBK|BPIT(97Q`EZ0C)u@nFalKd>_=DSbSjqqqayZBHr)B6_F9B9ZeR$sHoN> z4`CAl@pXgDY65!*1&}Bd?J^ydMBX}i2=(+ z?kQAR14xCSLWgWthI~58keepXWd-}hF@rc2V5cf~g12gc8(vdaV`52Q8FH0Y+NkK4 z*oIw|k~pG%IjaNZaC{lqhu$$yUa>~CNMCdiB5G{%dZ9vs5K(ZC*F}lhm+Yh<$Wv9s zEt<0tyDH#80Q=Np@{F+(qed1gkwCu|d}3_Xk#7^=iCm#QYG{%aQ8*LXw*)3ITF~h- zLl^sbxVi;!nW=_`?*wuQb}CW!LSNJ?y6cfYFSO#23o64F94NpJNk8nvHUh*wZ{G7;IO z7{g8hJVvU3G3`}tqDEAeP>5FTipuUFKbaumv%65}>$N4%LPK#a5)H*^TVab%TqO7C zs+Nr1o7XULNwu7Nc0)>DQQzsavz#9pmEIYuK&z(Q)NdPdrD%Kt&F&ZamC(t;!ipAY z0Z&Rk{&JtY_#%_iA(rPZzQ|-G)U@2xcttloLjJeF?#foCuxq!Z$t$R+BD;{yOx(7M z0Lher$}6bENGMCkw%s|E4!?|VNTy}#4O#fHr|ONy(q`dsOBQmdyvdkaI|moFQVXW& zBM=9USZDDWLTT3 zv>mTrf`nOS;V{>+FDWH1m%@#axRlKJOOVH3J<~HJq})>B3jt$c1HFKfVp2N*N6C*P8*bj2R6Q=I9vYh_@rha z4wlo^qxR@j-CVMr=NO&ZU6C>DN9V)cbQ8wLpqZU79X?DREW?&}+T{XmLUXa*ommH} z)ijr>Err*3yBS`CHjMZ}QLGIo5Acv!jSVp%13+4reF(H|6YP|8!`nyPt=aWkv0A*rJ4Zy6RXo zXNBOTD#5(^c_->$q{^~)@w~IV&pV4g!NECp0kyK9S2o`9@K*xiY4z9lceLs)YcxPT zWj0t^znhiS4>MbS37#>zBIy%g$#}X6K|Sn3hFRBhjGw;B}CpC&r zPqhkB%}I?i6X;f(=3#$S9h!1t1LsV1~XoRo`&!MALPn)CCb6C^@ zo~7LB6yW24wY;p7Dp#V9%xRPmm0G=U1*?QqRM##p&kwP?|8QQPs$C$Zomd z<_&rbUaM8=Dyb2t%~I=WvkaqMNIOmS0yFjHpE z3rUy;WF`1=^DZ*;%89~ES=c}(ZfB|@!Z4FLNUsmaVLp6V5E_k#xg{X#frlw_DuI~E z4kL^#37}r4ZY2{lWrl)~iJ3BRu!G1#h8SOjVy3ioQ2~BXz(i!Trlh_b7xNKdKnD&I zQtBrf^ATWPcKT;ZG=a#*{E~b)95Y#bgdshr@QLiA0diAOy;u*4Ym$J>gh-mp5t%9R zJwqsFASeQgnQjgZshA0&VwZC<)6J|Af-wVC5gg2iUxsBdne*Sdr6CGa{4%02)7?}( z#^Y|fGeE_+zKBa2X1b|uiNj1c$;8MBdcZ7b^FzY~#>H5eSGuV|1j8hjQ7p`xUJ9Ww zZ@%}1!n~DDM;4~21_ED-(Is{BdJ`4_naz7eK>1Q*F4O z5I(7dSK=-e%Sqg&qCrTzT;gFaSsU!dQqcGwo_ybKY7l$rxh@QRx2NDqx&Wa@=02&H zp3ZVBlN6a7x6(ozibrY+ahDZ^CM!7~0n}SiKjYz%lP<+UyF+-BNS8|0ymgR+{^@g7 z$wI+|x}=^G>e8W}gMLlqoe*}(tPZg*tqn7zNJ4=83{HWPEr`NY=EU>E4T8KquL4>i za4K*99KABGCFzdDTH1}kvekWjCi~y;$&ur*Nt5w_wHpysUztUf{AMgF<|8OHATL)_ zl3*6imW|W*Td;1je=6OkIqT~y2mdmtJwGpl@+JLJS$Te-g&~M%Qx_!AkEq2@lF*qV zzXNLVlb@wa==UcJQ62$uAbmHFB1wHVwngE`h;z&Qe3vroiXw%vgn0fSUet4%AeCAQ z13K9c`2De7==jIqME#*TmDy}IZlx;qf^~^j!ul%Xg;}3yB#z5Ob}_Xd{L{`Kfp=Mo z8qQ)*fGbK~=fAfrsO@rQraLN=Q%6)L3j2vAU*i%clPSUFO&1K5OcZx(#2VaA#I5Qt z6pe3^bh*(?c0s&M4!U@msC`MZv-%}6;Zr0mQ&c0sG6%tlH{mBwMVCqNcEO^;mu;M& zOn9bV7=&jEeDrvgu88bJPBvXQKxjsWCkUEk_Y$D#Im9GrDu>vaDnP^DO2nsc&I(1|Nf~LQVusxnqTiEhWr4@sy>94D5UgN36 zVt_RRVYKreY)9ukuyDZD#QTd-O$U$ysww0Wp_+Q5RieMV6~j#TbbBrM49G40S&1d~ zJ5N#{$?vp{&?QhLKg@B9Ap)Rgx|O(G7r~KMvTffjmnxZ>+Lb&4+bPHpHOl5A;JU*` z5XSN*K;GDKh`IpOrtf9Q+T5^78ydhi9|_*hjqG~IPg<$j-)O&*l)>BFL^sq+AH^+H zh>)9(rzCSzkT+2`m8@*o&1(aU8h>LQkU1>urZASIZYn)l)Xh5*Hys2A;HG#+4FG+1 zzYtc$f3N2*u*WcQ?VBCk|l5I?{Dzl>M`OO+44lL%q<|;gPUcU~F>w6`aMf7@r~D)sdST z35M7M-OxfHm!O-Dot@{ox}clgo1~L3Hc1CvY|^9)8pEWcDz-@{QT%tf(%Gy<-#MGL zU`IN*b1LwPq|KX=r^0SZB@??TmE7?ycBgRKf)ZqjC{9_HJ;YIg%js4ov7FdUT+Zdx zry0oQl-}%T5R9;#v_m_CpQT2L<LGRFJZiV7(i_Z?RjM^cR+&*)kX@Nj99Sv?UVp^h zKip0SJoN~-hJe9QXfNX@oW-dOC9VVju+`+o^DH#Ed*a+P{>NOk4EYz(x130MliYITNb%>(C5K5F=V8(^)GjqXr2OP4r(Y?IHlh%$9al91DvOJ zp?#7JAyy|U5h+j}hZ(7YO269MQ>mRckUSo{{r;MC*&< z8Nr`$60+sOc(UbDYZBury$OtGWs0Xbo^V1Akm;~A2=SC29i&kZ8mbdHkvhZHogmMO zg83-f@>iy)7@mbs&QM+`Td%y(t_o(1Ariw=JAZx+Oeb{0csiI=M|>}er=XV!67{O`C;j5fIdk!1Lo5eHBg_5R3z!s)1-;| zl``iMm6Ld&`Pk2~3m5Z++_HdDyq2+ma%Ks?hXMn;kQQNHBGq}=;{G1|28}id# zHb8#5vmMA!@da->fe2dy@YCHoKz=$!d7ElwESR|MFn(`^C!r1NOLPYO2b(|t)mefkGjfcnHq!u3Jgr=!p( zKU`_#M?{BcBIkRPhYyr!lSkO6&n5IMrwSIJzAi+v=VD@#(4Ib3dn4%F&iz#TtiaLe z?8u5hC_#jY_Vn4Rr0%`Yo|+pAikN!r=6efCvL~mak%{HR&184vWHdD^^OF6fPjwBS za$v_`S&I8ds;9GdiS^X>lUPrgYxqKl;{oT9&HhKiJmaPmI8V3Pfb;ZyD$agRWSacZBfO3*HLcCle3*5NJTCgfraCp!y*s7%WB-i(tV zTE%`{+@4q7;Yh9*LX=#_n+HWzZD7DTCVIu~JKpB9JF#6;Xjopq?B`)bxG}mcCkB6> zTl=Mi7Y;$#>mM9aZuXbwx1a@?mM6zR`7IoSOiG!fN6T?cwV2+bLC9x#nOLL(p@>E5 z{7Cm1s38Z-M?BKP0yxYZ40#b6f6hcwOn)Iu!v)Yru-q{Uz6G^$a}@`x|3IS7L&L3l z1@(q$41m;1rHK_$3H;zNRI1G6Ow)QOJUEZQRIOA_9EN(}J{)H%g|}X3v3TlS;bCXz z`VD)()$!qtrB9Bs*YDF?s0&5P3TaAphxm2ZcSyK&k07*|E5L_w+U*bSQQ2pHe@KdN zz0Ql#5M^}=aq8IDE)FaQzH=AL+3(y;b6mPM(<~}#76RK!NHr3Bs?9WBY|@ONplWYT z=&8PV56)>+ghT0_sCF>hU6syL5faDd0NNSV;MDdT9iP-&4ka~J+fXuZwChD-OgIwa zm~bGJq$+l5muduhmC81$S?3Y^(ubEEYpOU}P*Ja_E*(mOR;@GAA6(R+E|p=bH-@K} zR^FqZ`cl-ArdC0-@tzak&aGKr}O3btjin6oF9F*?-<#OH!cr)&h#C||J$<@V%*J43*UfnZZ+|FBmjc_=1U2bpU3jKY&9ijv9wjm^37! z5}vArfACWsk@*U+5IHx~vcVd40P}Gu$6rR?Q-Uv#dQGJ4q|h;^7p+gXh3zGS4)N zf}Ua4v}<%2D=Z++nzoUgHfC6gq;~57l=mFrd{n5_p-Ce6LdcJM$V@9Y_m~{nl%rr_Ky|fo0jI%nduKo1 zXZGW7g0ME;k`RxZw+!$%#?LCDS`5~RX*~!=gs^rNR?LsOV{X*#+gGkOZC^QRN>>z4 z6^AMuwndAJ*n)dmu%RPgVJY$k*xPc97R|(>R!w|6t*BMl?-sQR-6DiFWLT2O+PF&u zk~QR3k;v-cIi3}<(1OVb8tWBOtrB*^S$JmmolxF`H$og#%frGmDxz4|SGAl;B7*Jx?i~gtSVf5!C8{OHw5`aAZc3jTBaGWQOt;je+HxoO=#RvbEF!( z!I5H!gOplhH#l;Q-QdVI>e3)Ey+&|FYTR>kFkzjr3g{dTU5`qxQ|B-Nn2c6eYh58d z5|mS|b$Jmna71xYmGuC&_#l7P)mT>sY2)?GZoiYQh|Y~IiK+2#wwQxBgjPZWhrEm& zvvIPO5>~=*#2U(-*NgWP^>p1ymf%)_{w<2Msn@aCdhn1b5fq zGDvU|G`PFFLvVL@cXyZI{vhYdx%d8Wz1IyrUAuPGF6}kbtG->_dKc=yKyR4pS3u{@ zA5Y8pQt;Ap%1tgN(n3O!mlZ9eaD!*z_>L9H_um!^iGMQv!J~3gHDDMD77`#)h>a-Q zxBWHZMu4DLQ7T_6m9D~n`7k9E8m?GOHD9kp-rI^bU(Zf6lt_13Ir^eWN3O6MBDNEq zM(<|4w@2Fv#e24cQk`S5+#JJc0q#l={~-0utrsFneVvmTqL(=RnTHY%Bo+aDCqZwR6~I%*{D%LA?1K_j!9?DM4iU7A70GHVd+&1|k%`88``EhX0}*l`y})b>|VSb6MF=iGp_(r*)0_J|iY zA_Ym>(=$xiVxZoQCg}YPo3?yH3=iZ;XGa;*BjVEY~%>22FgFZBbsglF^-rG2*c1dIog{ zn2(MSu}?%U)pUIT730YFZxi6tilEReLi zoDxfVj6}Yb9*|NQysRyA4c7#J>Wc5iHS^iB4g@%SVPjq0A5U_17*SHM$$S@TGn+u~ z4pZ{kdmc7%kc*_O;2Y0Rh!AqK5;>NdWY(1P>fcgQpv2c?YJIb%&A(OHNLkVA$#eoe}tT0uoJ^M_msfA^+%ciY9|!i`2m79z)%MZB89rv z2My1RzrBh;)Sd8W^vfVT+OKPrWB=@m05q>LC!yFQczM;UL}ytWZa9`UF%o8s-FQIB zJiER5J*^l$Gcqi`W#Eb}ah_MIJlIF0eE{Dac92PC;#Ne?903(CEl!lSTfvVw_+X-V z6sIo9ugOB6TO z%Sd71(!oTP|Aj?0 z)fA_(v{?M|sR$Q^H~?V89+%XaK5Z%D_4~uxq!jC}kb+)IJB!L#XpDd-p}h@qAF_M{ z7kF{`wq%5TIB`V~tzWkcZ@VEEd%J+^+PeALv zwb4x4YC*A6xI<9dOe1rf*e_hzwvC?!TrknL4eomb^XE;4S%Oc64~3 zReT(_x8N4sU@Guu3KlBFJLwj*_6zyW2q5OaXO(y2+jGJ!QTNk{eKAHzV|HFD4xHG0 zYP0tS?_-B4Nvz}g0h*&M6+!<}`zy!~e8FN@0!7bl5aR-|`&Nb>32zP1-fLS9V()%t z!_kVFe%0N)!^%c*d$5!KT48fuH}?t+%WstnXKZcs56?Sqcke!X-W~P4f4;fuVdP-q zV1L(m4>SGCr_UcRKBC_o#1$RhJoo^3c-{qX2faSSTL3^WEC^r(&>QN%UEloryhZ$V zr5CfYcKDmN2`vLH1Az6Peu3VU-v0h!jO|~>0Q5>Ow#EQ@Iek;(KZfP>?Tz2^Vf<%0 z`p?EjX8J-l-vF9#A_f368v}rekqw~zM_c&K=9@YY@a~f6FaJa0_BM{Te=Emd`Tvpr zvm%ObR_*nzfwu3q3|;;ymIOH1JN_xfdu@f^v_y=Z%nXec#D(5f{!vW@W1x+ry`eD> z@ZMw!f2$SyTll>x|K=8n<6p)4zuY3doB7Ls5+i_-os;QLmHrYi0T>xL**O0uVFs|W zu>OZ9rIRLOIjy5vR=AFpm5!*k;v-QHZKQz79PcdN#@P1g>lBm$LA8cUzt2F?oSPb2Q=WB%uqX5OZIq&Miqa!#( z3wCecWDJmYSP*+yum;EmNRSjfJoi^wUk-RMnp7f_{%QpjaeC8=*qUO%dbuKqPhJum z2{ZH18fu2OH%R;N(Herl$8E4$dyw(xfOd;%d?RSPYG}@SIM5uOE+;2Fpm%I)e0B|d z`*bIm(M5oNTp@lxCIG$`oSRE%85BVw=V3Q zE!gt{JTxIWmUqYE%#3_Q>dNmo|1~}az+Xl{kcP@O^T|ODH3`Av*MeS1ocr*eNj=ku zdy7k*<5%O|S|k)?==9fKwIBF2FZCepogoOHbMixU=oK#mpi^i2EHU$*sj?vi6-e7}LYt9@^N0#T9m1c3BkEGB`Fv$vn| z`+~fl_zjnt!@Z>cejzGc*MkLxc`6Q`yLkRW4&rp{)qvZ69?*mX`dTwMcGuWb|}Qo#|;v)?1Z7kqbnJ z7V;bXU6-O$-sr1aWFhbT=+SHSu~)8z&r6N!>lb^tvb^#Y2@bV|XSZz-r;1>j`42{! za89gsFN8}k!Q&1UAe>9z@db)du+9m`P(i38e70U?&DDHHtndZs=*mZ5qQN=Up7x9v zjPZtvF!i9RLCBHm+ou;6rr{H}W+GB}ct8jN>y9Mfd0v;{L7dp21CNf-yt9*w3D+IZ zh+p+V=wv~fg0l~fRy+`2aW-~AD>U0yQ6jq5h;%@jNcwRQe%*0*BkSElaSFd6!GO#Y zA$bioV-BAlUa-HqKF({GrV4tQHZLY=KhSsICec4)ZSFx;SUmYb=*%T?CMPZZ&>euK}-XBibvjoJ&9FKW%MDuDU$Zc>r>^ zX>6^{qdl1mqV#_-3UkMD2a9#BmUfkoLgS~u%774ED{=jf1$wI_IVsBg<;*)|rJAcX zugO?Qt32sCWZSO9>oaiPLwepcB%4bZtZ)06isM1_8RZ2#uFo~8-#>c`+Iuh^w%qXv zPM#~${s%SFuzfmIRSA!Ntv5`O4E96dWUR4N!`KZOvISlhrM*x6b;Wk4^-A%$pJJZw za9X^^0_MO~Nz}ynG|5j=Ho}ex2^pVigkl{|A*UMhZ~t;Yg|CqFTvXxRUYAPmAy_7mp6>e?h z-L)Ay!JF!dt1_!KREQq!JW0*B3j{JKpV%7f_SRU8i^kX=dRvnFO+;U zcF<0|-UD$8OI$5f3oa)0@2+Eo?O^c^K4*lsnmR-EKse9Psol7Z{M4WqlMmL_1R*oC za#5S;eP?0*stpkmDwNJE((ZGPTkv^Snes;Ku1v_{%+0Rp(w-$zx7D%AuX%Zx6-HAm zdyk#}n0 z;oy9l4TF+Q&~rFC-FE{+L{1D`QLat%rjGN*`E9$~6d5?QMDRl% zmB$02g}sf9b=Kk(i0W0hyM(|?Oba*V%s3>Z(shd{NvmZ!M|M$H`;0b(R5(Q=xLouA)wmb(|l~ry~CE`QFM2Jjf*>B0uw5e#=TGmpcIzAttXV~ z#q|l3swi=a9g*rD^K_?M2=oNsMYj85@&wOSFEm9}(k9^(yyk6#H?qw~H%kwL@NpW~ zAYCwRV;wL{-=R9(?#h)=7fGzg!D4#Y#xX;r2bIKvHPli1mPTdvW&&I5ICK$V{!vKk zN9wiIkn|58%hwl;Tm?r$XPZo?(-wJn2pM*4tr*V-*c4>xu>OPhW`!-d*`pnG7Zy)@ z4zznt7&29l=pT-evMr$v>7I8NQBIyYkLCokI;X?ctQ%ga#eI3--nQq!>|DWVx@EEt zDUaAt92(U$x>3iEaJa<}eDjrzNM;|K3B#Ld4tGd6s|*=6dEl7IOhnbIHxck-DAXHZ z08`A}5fn2zqn4~RgRrMj(F{&bFk)~-?Nd>8CS?1#51BvdtU{%<=c2c8d}1;MG}ZcR6$mUS0+g{91d9o4s7jQ+bHyyZAmAJZ zNxzJ+EGVqh4>d*l)>}RZ^AV^BlS$H;Am3*j^o5UqhsW#VsVDv1W{d7}w@&~cN2uhy zb_c0HMMFqaB?efj<3=q==laDla*Jwbt{dpS6K+O;Lm1Yt935X&*PCoU;xXj+hO{SK z%c_I=ag$d09lM}e)|%H0g~^i3O({6Z14^1i>qO}qj3!|%-IXO=38 zILhz;0Do{4-f5&;4wFv5uiPp&nW>7n!<;Vh5&bfY#5keR?1*wsHhk$tZ(@;TfY!n` zRyTrs{!=&opx8x?MVfENvJQj{UU(G&6XYMqHNhcO$ZULI4 zCiiLF@C+XqCa&tlBvH1|jI6Umv8-@uN^wI2pp|Ag(FdRujDVz>1F>5tuzf{@%%-fg35P(GjJ8!@iH?f?>oVWTbK4xxI&NSQV1#s-k}>nw^4VFOD-Aiea-b4skF_>+2sy*8vM zSXa^}PQPXMw-YK5Q^z&#s6%b!@=4RpNUYbyOtG}}P}+G2>Yv6|HjOH{jvMJMLjOQ9 z97xO$yDb9BIbVw_J!HwAAiySV`pdEs?{4E*?)5)$V`1d+xj>?w;7W_eVfIQoY6p!Y zbg*9__PA_KtWoCt+H=((by5{G;P})%TQGus#%L(JZ;>gxm`=X!@-z2xUtZmsNxfWa zgp&NT4^U2hNG$Q52h8J=9a(XR{_ zS?$kajP|ybr!gL|0j7y6#qzXdHz94gNuJR*D}uq>)sIU%$-j@^96xq=XsbY<;v%1}9|P}pG|cFFljyIk4Ed6b zlqY!(I)ymfku|3?ikU6-a~r+q8g#;WKgjBXEHI6K;N;a%)D1@^UrY5mdp2lIm2Q7L ztJ=mSeh?n@;Ad&=(VULkapKSFh7X2>r5E)r_-(Mfor7hxouDfU%4mPoRb0Jv-IytC zoW&y*lFrD;sh56;dljkS>XOWUK%EnB3?6*0;!bcJLH4v?!U2Ab!>|9v-&~!vvhh`} zYm!0ALI85M={^}6M}@$YxQJ@iQaH}S3%)7h_gBOGT*~2(mhnhW%l8Wv6vdC(qT^JN z3~Viz;KU!0-I(Gok|d|t6lj{kka_VpW;xa*>F~WZu9(8mAJ;WUIDE9@Kg*<)&@>Tk zFC{8-_XX;tgRvldlySrIxwEqE9fYUWy=sajH46JA=Yw%bo5)>N@)8nk1Eo}1JIYdp z>?ROwgr(2#X(BBno0@~>_}#@J+>jagQ&NZG)+&{M;}I`V@8`M)+i6Z)2>)k#%dbZw zQF=CMj5^45gvV#)6c3a2=sENE^RwdS^70ug2p(%-?zEKMg*l*c~2nm+S zC7>9LIh?akoN+1Bha75HyKB2-I-v9D3*gfo@YoZX9a>zK;)-(uU8s9Jca}8o6D13T z`*T9CNXer#56)U{>6R`v7lelxa{Ih^n9Mw%4P5OrwV~t6MQs&1B&Xrd5L+M{+!$LuSORJLl=&!Bm{jO*YrNX3O^R{q>j|}J; zVUid947idR0;M#N8P&~nABYoVGMjQ~U4bJ3FkfbWnXPE7zKJ8VVM4qKki3X<=YYq_ z*8(ENgZzeS{!-KEjSFG9+QmV=X^)6L!8lN|braN$?e)aP@9a)li&@i50S_|_Pw)Qf z6ir4{Ya%d`6S6Y{DmN$VlUpk_8J_bD1k^P05O6lq+Z3k8Wo+w-~i zk;mU%i>`&q{xjR@&AK1#EV7wUZm)ahKxZreq*7t2j+boxbbI`0oy)P=mjg>}_WU7@ zs+!%*Oe6F{lV;0Yg;b5P&QF<}9GevuyjpuISQLhYa^+;Nk1tmq0V#o+dl7;Rd+W&stfW{M?U~QLdnJllyaWYHwPHb>({4ep50Kl=sA~ zo?EPJJv5$sTNu?K$5YJ8M9J@fggzk)|5_lE!&9SXSv38okw?gtEm`sMAZtYK$ZIG! z$)Z!lYrUfRa%Qb_5b|MJ&?oOKFzChhXG|$>{>5<@h)tpl#=SQQpD00i1HS^5pYuGy zcO5xOT)t=CXY9;HfBzKk+}4;l2m6KVmNuH-;!k6r!`mhd4ZM%AHtUF9)T*+sFsHE$ zJ9|i&BeExG$9(f7gNPA0#geRUR5t4xHEl{`J{HlNOH{{tXI88H`Y>uU4jrGk94A41 zvvp>rr;J+^8QTRk4TpYA@^d#fryx&biK$HeNHY1UGpyt~e-53TPe@jLj#->W9qo%k z76rdFrx>m4HF4P)S>H-F}M1kDL@Ew8@GPPflLOIa1ZRU=mpX7wWI z(<)NS;_0jIw-r>mPQ*7c(W-8v_e5h&cRz$X!rhDdekfoDBk{7VR=jc_gjG$`3*W#y z;ghbb5o*q=%Y!+S#}&?B$AL*U42oh*l;BQE-_4lKxf#oFlAv%tyFqdt^V6NWEJ;eG z4%{H4UL^0yyIS_uC$3kBS7}VZWDkU6svDkK%ZdsNTWGPAz$Eh)cV**UKd}-k_MVD( z*dgp*a0>htI&pNNGTTq?H3kPr*ZL$^qrqXjr186ugCde`y#O^8jB6;5*H&{HzEQ4? z*4|`)3F#nM*Z5dlz8~h-yX^Xa!p#6mgz~W#1`!Oj&*sDz#N+(tHlH z6+y=_`CXxvDKyVOko%2MIS{9jm87bFH6ne<9ldDYWoaPHgt961Y~Ek1l2N*TEo{H7<+L^NiR>Io|7%uh9upV8dRp%n?~KY1cb{G+fm(29ifMx(6&+ z!tijnr(bRBrrdxEVRnM+-Zbm20&KYK!)R?Urn-09t|haVQ5gv?VaMCC6%Da7aZft^ z`TD;5w|Pmvxz-ZYVm9bX>lWh7)$5uu=<3AZ8s9PMDTkQFA@~$g5D`T11%XsU9AXeC zS0)LdhrK9HmtalPXVOj2jFOi8l3s8wM7a=xh+`sE?d(7vAY>s3S>o%7t7Ev)w;6i;iuc5<_FF=QQ5P%3EV5(3Y(hwy>+AWT+P2x)|sg z+Q~}K@rw^`S{Aw{g^wlo#1|bK3#381q7cPod@<3}C=pI$KE)CQ#T_h?bc2yfq9)ESAEk7>}jkb*GLx4EM?Dl{6HKlB%eb zgOt#E(#NH;k+!D`$jbW#4b|2(KjNOo)WJV`DI=qF_~$23ej-Iah8a(rS3C7qgZsn2 zZLZx|*sK2Ak7$vGYdAFKf=scxWLF*%H&}G1$=>D1=PQ6R#|iJS0zs~x3iMla_|E3_ z2N04i;iaXq;RAddVOFOqg?GfR4m!&E7A&*7H zrP{yU1Zh}T8Q375A8Q`OBoehWhq=pH&B+ht{j`f@s5etl8ZzY*3nJZ-28EkhcC6*J_d9LwIl5O^D9{KJ(JMZ@NE4GI zsMD~2k`zRc`8xI*0yL4FQyo^7A~iGsW39E+UV+Dk`QD{F&hba&PJ zBY{3~|ef}X{;n=xH>F2pVmk=Vu z$U~g?o={EIaxuYR3wIroWt%sop)wbrjY3UH*&Vh3VtlbOW!2fE2|~ zPX&YZL@LSw%X-r>Z{E`<28z?)?k!MmKe2A3?VnFxv?;r~SH&6yLFnj?DKOwZXT^Qb z#2%TV4BukZIN;fOTD9LeG^Jr;uBIK5=ASwxe(|%6Dcjt+5R>6ed>)~~2o~wNNd}es zK(Z5*6ck=Vc$6iv1+r6_90S`%9DADuVMEfhJx(&dbm9+@Q6I_P^Q6`tqMdRe57Q&p zgvU3&rL(>!Oq1pSxJmsTBxJG3aaD8X_1S+RsPskF&$SooUk%FyvKNp-Ckv zlcfQB3PqET&wR*pB^dbj)FJwb3wbEOFk^#E_|$-@k5MrliibnIodzdtN;vhPtN_0T z>TvvY5A@>!@8{zmlL5i(Nee0drl*W52>3AvAq+OsPs4LWPFm5VgqFXZ+$pZvCNT)l zMA-s8`^OGSGE{1yNFagm^7DF@G09a3w8uf5Vm9P3xF=t)E`w}7mf^x*JoJG(x=N9` z$J-HXu-XsH6sS;y);FIN^z4Lqg}$wW`VQp8O@atlg2DM<=X+tX~jW z5^$4U6>DIZfC6cG+-3XTL^i04TeUdTx?M@ICZ22F+dozY#`XO*FB+@DOm)qhAv6*KrUX`a4MFw~^xgJgl+yw_k(IPEfTtg$U)*IJoVx z`xrb}@WGdP7^u0@;a@))Z<>{s6jzC|hh>%gTJVftb`zXLG%G8;D~}@jEhLSWg&CN? z<*%i>0Id=1Mg=zHcRrp-IIMCz9v`bekBX4{Rm^R^^J*8-6GlW5%hLUzF+aZ!I{`N_ zzjbRM9!p0z_E4np)4q)#c<{GN$ZyTBR%|s;+KkXQ>~LjA09d>I@PRlcIM%uc2mrhX zVhU=I-wBhVPtH^g_DpTo#9bLRe$taCNny={o6s{JqE5aD%`hkcqw>l334+F!GD=#` zk@0YySSF%GsxmFFx#&z*7+D-Su(<#>lH`|%SGfBIGql}Ei}f7_{Cx}GH$t>06U{5J z>3flTTF&S4=lrl$ zp=Xoq&Z-oo|MHnwuCJo#d0ZysM!L}(UFW6 z+-A7T;h1i){oF!7b|T0H{Is!V9lgg_d#E7oL5RNOXXe!WTm{l!Q88MV_8=YHy)lgT zfo9C_xg;`NONRSu=F{NjWk5g{NH&=wXhV_qW>VCQ9u@cKS&e8m9We|&*fWPpucLKo zot!||%9>Ry=%uB9<5@ugS3Zy(__GX-({0_>6jn4joO_to59wl^65O_~z^uVK^0H{b zXli#ica<=6WF8j$%sK(8)3D2^=*59(Ferdc)CT`V)5wvF@4^?*@$#M?PzpvQ^W3kf%>JGKZvqYw_%--!=9F3Bk#r)~~-*h>->`5|Nx=5o&z`?_K%K zu67o8&sg=?N#m5cuf2`R5g$gu+?O)irjYRL4a)gf23T0euT#9Ar)}#>b&?)e`c|;V zV}hi3tCzJ;3z7o(G;~%CmsTce zz@T(o4px`Qlb6V6xUzI0wCt&Jihg@^!~;*Tvb)SBx^>z^;VxcgO@9^8SaJ}b+#BTe zxEdziCK8kv)~XQ*HWSphF3l*t#os*^o=+1SiAV^r_ytF;K@=Toh*4QPrCO}vG+W$o zctGV!0==TOXo}Fwgt%SrqmQIc@|3iNthSd#L#0>1hp>uWGB&(i{BxW(Qn2&czkZm^ zWv2xjzKP?@h!sIw)|lJ&!ziEi7IS>2HQ;LmwqQdmhA-cxyG%#IW{C>N>^m_&jp&;w=1hb*apG;DL|A?NB=kSKZ(uqIdBr zl6!Jhz&a|Du&}uDp7d)nF}NS!LP3BvBtJcqg@xZ2FXUKxu$qdvHdCoxZhnR`l6tmO zQ>WxlTz7qlV0#)L-9kdkZ<%W&l8cRozdEffTXBY0whCz8a*CzE(edm(5%QBmJFn9b zAD)_IbL?=6njoIKjm}ky?rF#pO(aVNKACh~ax|`76$36EUC!$7JqCyLXVYAUdL?1p z7^T5-+#tddo3-rLXe^=%<6GvF{CkdYPv?C)6ONsPNl$6a$~sih$KenjtQtIlaDwQ5 z(H{~@Yt12cc5R`!f4MxIyoR05(<6p+V|kU$>5_W1?i*(^ea^z(plvMpF?)2B2miPu zL#BM&FN8Ds=<_0lXfEvf`%y774KR9Dks!4tS0VUCd~u@l^KZ?OLgYpRUOAcqbk>Hi z`EH0nh7JCCif;RUzE&By58QN_^dQQ?_wxa3k@lHcdqGQ6zkyoejtCr0|j6QQ)a!_fN>)`8lSIktzdnEU>IORQy$Jp6YHfmzq!;{kiry!!@<%D zAdnl^XnmALf>eZdtupiDru@0k*9F~nw7ErtKYlTq(bV-T;*L2*!Je+xWtbkEMzp!$ z3hTh+yGvg=-pR5^RQ1WkWb=^m~z;0WI^?gpAIx= z*;_Xli3HaivcfYgaRDa@B8}-6=UvMNGFKVfl z_%Dl@2=yPJohl8!E{Tw&w!&UY(Kl2KAv=G>>oZ;p+V;POPYHl#@R zMbONA@C&@e+Y+7AX7pQK9^2}h3zqfqjb~FssfYu&oo-^D$!L{qr(IH`s|U2Ns*h$k zs~Z+GZ06S$zYa7n!gQU3!`ZKDxC?f?62&SX$!I6sY#W+ih=uOU)*lP=W!GK(e3nJG zoAG)wGD|Ci&}5`?#sj`?(8pzWFpxO1lgJ-!=tsqbvLM8z7TK${A*~i!Mca(_+m#^o z%hX6nUSiGInxCm~RCnzO-uuxEq`;vHK4p<^lof)3-nBXRcEm?TsD$lt+E^ss8GHeWShW+JtF8*M@tbvH@I?%ko~ zaoNV6B2NFh+nW1+#3DNwra$rbg*r+g$AwiTj%0X ze*Hk8phZWqheJR#lWjC&E6Ay{kYox)Ct;K7{!H~MSOuUXnlR8ov$>aNe1q?^rySuY z+gB;da9tlXt#DFz%f2Zb_ir~{{a$U4U57VwiH^~EXz-7(G`3#z!Ljxwfb(hWkK1%8 zfwC#EgkCXChgkRy>hW*5Cbe z^Y>Xk)Bwd;N@4(Kl2BHDXQ%SYh%yJR=P{F87ziQrajPsd~`FWbca9L!e;7?GFUR>rRL!*d4-RX6< zM$Zttpm&|=-&7-!ALJQzg4cg1`?)-OA9k{nHhTaeMFU%$2JY-IRs<>|Aw-D`UhK0BV9aKzPU%smHAr4Ff7N79uH4_u`={$5 zmac*x7X#9nv=5KS*anI|nX|VcSyWYMF;TJtV1C&|I7)@$1Cmg}mwmc)`ZJrVpAEfT zd(y|aJj=w1Ar$PsG-G8)g6vWe_)5vo$qmxL;ap%&SK}yh_6H9`#d->2i(?neyW`w7 zDQL-1^do6U5njE$%NV{fI8&rmN?m`5@9`8Mx06(S16U^rg7i{J$d1qa&s!wR)nzlk zE64l&)_-stxbgul27$@C=k(p!Kk@ZzqpppYgL^v>xyp$W^mO-0vTf3^;}Kf46jg}i z&h1~&H=G;POfz|{;;l<-ts z%*k)>soV-VAmc=-6d|HrtUOK7r0z0#eRup?#AZFI;bgZ59Ti~CHV>hA_2LvdX&ECI zZulFpT&(?MnH7}-m`CyTbn6Ca={^R(ZO-`igXh?7Hc)`LZ?|@-#GaHH*z(%Xqd7hB zzzJ_S)(C-^OLZxwwMR1`${}-WHBL{prlunWIwUU*PQaR{D3iJAvDX{>16{dEY_lb0&{*ig(KW>AU$)aFSp zFfeCU(%64;g{eAm&?|bt{m%H@HYIV}BaeJfvEy)H?qm(A)=ze zR@jdU{pqP23(;xwFS6viLhNUeDn1_v&Q9XsZRtDFgrtz|+|xK!w^q7^eD;}px7RL2 zIAOizsK}+MCCsMEl++ahuSiZ;+R6K)mt?j!)r7QE3CeCvpH-(GlTPCoDy9UJrKE0W z1G1gT+hS`BMDy3KlF!4!G&#o%i6D4p@1rzTXEhcs=vsJZWkXR_FX(C|Q<$v>80;UE z)W>QFJN=(9`@k;sk3rRv8buC_1dl@e=tSmc?RFhkuWvS`LDAgjGZB^@C>1S7M-{&& zDM)8&D;H_zz>%l6mT{C@ETV(jM)P)=>e%48JlXqwncB@o8+<^FQ-6D<6`4glPPw7Z zSDLiM$`@Tuj2f)xNQg3*1A<7S!G_gpQ#zB0xDZJ%z}0@2_zBa05@3s;=D038=E;yBeP#Mdyq)?7rx zOY+sY)Lz9&n~RTol~^ASpVV@N}OeHgb(cO8yz{H{`mlW zIv3X=cB!CvFUvCuqlLD=I$c?%De1zL%)qv?vRHsXKSkWfVvKwg@(sl$Spt;?0Wy6^ z^z1T6&Z9-gk*IY;@!|xMLm3w_vR(AP*CDLmuk`1yu%JNhh{7uB?$zl9%!NLj?M*nl zm#x>2{r#_4-;~g8{uhdPU#9<0D1wQBli{D70_Xp(=x2O~5dIC8lqy#WW<)k=_Mv=iJtE?$^ZUxTEP8jf+uI$5VL zF<3LXg;$;EMSCL9b#m!uLvpqoBV@@qDvCvI#)Z*)zx`~HHwQ0FYUUtTMAFO z>APFTil8cmuQf7-KAO}F^r-hPxNMHBxefJRe@Uh6qV%a-^FXh$mly#eWbvh<^?Gxd zrhHHd!Pxj=_g#%q9910DP(Ujd))1w}QwAH{V0JPmm%0~YGwR-WQ**V>S6wo2WwE}11)&tOj2WuN}H8~^mpKl+iGmHD5& z$oLME{1eRh3kP{;RYZ(|hW2K*4mS3GD2sQItiIJ7iy|T{s3a#zEo)|F;0RQ(v68jn zl%Z8HHg)_<&r;tM2w?eF8lk_~6k0|$4gf6^#~aDPz|08XWMcUTq9W;_Z)s*IXl-g~ z3}E<^N)TxHj<~$3{0Y97<30SI_>VwX-&Vrd%=GKORTLeJtyBOUe@oD{DE%X+u|>iLi#}CKm5-BSLMy@feyl7_3Z)7|DaX$ z{}Eb%J9Y({q6t%*8jJZo#~y{VP$fOnO@ z_u>DJ+jmR~_@}+3&5Yh#>%Be-|AL_$-^r=J5lM{yrn=sMrne2)-v&E?!cgDL-Uh%( z$H+{_2%z}t;9$!||HgB@2~F+wZNHis0_kk*O(`k=*paihF>*9~+tB_0f3kmbUW|X= zDgLjSC#?TAA8btj%KN=G|3JO|o#>mru?ZXlfRP1`;a>-Ujg^&|6<`AROUBIfwqy?Q zCl+A+4;do|3&Wea_v2r(w|mC7iSQpXMh<57|4z%y$j0_If&NR6^}YH2OUBOh*5dym zV`kud9~b{EdwUxEmyD5_^MCEKypPNOOw06ElmC%1|Gg{@_WEyA-u@40rfBAB{N7gY uESZ9h&0GKf8-(RKdBP{ literal 0 HcmV?d00001 diff --git a/lag/report/tophat_timedomain.pdf b/lag/report/tophat_timedomain.pdf new file mode 100644 index 0000000000000000000000000000000000000000..969bfba061274af0b0f85525de11ea78899e79a0 GIT binary patch literal 15268 zcma)j1y~(T(k>F*-NV6M4({%5!8N$M26uP&;O_2(Ai;w>!7aG^g?#(%?!Wur=iZsa zoauL}tE#J~s~?_IFPVaf7#)zF6_%{=xatv>8Ndjz{cHit!vkQDF}5*vG6S%@K}xUy z0DwWv+{($=;qBYXz{yy|*wEI<7?zI@*3rqq*uWarEweCf#D;(!KKS+$U9$*|X2!X| z+AmMQk3QZ5%MFD^ZnB5M`ZK!ddRM$y0euq^E0upw$Oj)U)R49@&sBkKA6p;H>h*xT zs}?_}&7AFLvgg;1&UQ3_pyxs){HEIZrxH}}gjchj{?n8(3mj{7YPVKydz3k8Tks{M zP4;t>FLI_831twvfwfXgb5mb=+HQ{%?#^A50iCzN!%fTNXeKj8>SqU~$C?1t=9J^> zLA(}8`^}rJ8>t?o=A7mnn`O7^DB~EW#!M(fV~NVIh6XI8taB3e1!QIPX-6d?hC$&| zVml2I*EV^ogJ4MoBF2pp&VnA31dUvnC8T83L5Iv3u(bubJGESxVj@bzByTPx zx8-1mbbhP&7HpK5l!`hBj+C(X72ZCxYDy@!Y(1xJ>{23BKs8L{)0Il zyL_1E%k)WAr&ks2SXkXkrONY-vb8q{>GuzH!%|o6ALhpbEG|V*iQ_&IqmUC&T2>NR5HYB0muS%FjtWx?54H1y=}Ol>hK;A)XBo}d%pd-l{4agm zwNj)-iY--V<(&c|L@1obWER}0U&(!_;Pl&A731Mr1L95jbO9mXAxc)sWvxw%i`G>7hi*F$cN6 z<<8q>iYPogl4Q^bzy~V2Hh}~r*JxF4CV^?EOa9!Ap5&O^R#M&4SFo2LdlVbQ z0YpZHepZ(_sKI|n)zz27}yy<2%wR3(!b{GUD6@vUHisN`fB-;hHJ z)2yjGJU)QzkALQ~ElmIPulFvjm{Xnn&u}+d zu2{*r7N*`kFP5G@X!r=sXwlUqYg```?dDuSfA7r}^yq|YilUfLxWBuc1jLYvYU!#@Ujn_^!>E z8nK*tkq3BF&YVswf4X(Jf=`P=@;)nDkJ4=Ew5Oo~g8g;b-frShTH*4#+8a>)^$cHR zVw0CU#!7Eh3#HAy@uBWkBW!Qw+Y-`mB!4^VMXnH?tnJ+%aBXLg61aVNy_?U``*_;l z&TwJtp2DqMP?+TKsm2|C6OwdhhmZCA@Fqq&-qY>%bW7*BTl0Xw^Tv10duUyHm|R5f zQfkVhT$_*$Rb~QG*2sA?=|tQVJ%jf>;s$3j@7Xe zSaMdOs}XNT=&Pc%ZPP0VWa(=jtg(&JKho^m-Ft$5&&u!LZ+RKW%+B;K@ZMzlXa4?^ zu|?gS#Fd@ivNeE*=N))E7z`NS8UO}iK>!fIU}*4meaqo*5B|C`h}qgW{hPE29U~nh zfc5V^;7#c5^ABTe|1<_*P;s|21~4cXm>T~vtYF|^{H6!^cRvPMV69CA_!p`w;2s40{h4p{zn#XO%c3R6#tY+aCUWpVW@ctG6O+NwNMJuUv+`r+;|b^9P5XMziH}a_C$eMUV5Z?j z>zsO-Qc}rKqDq>`Xb(9+vW6fKW@vO6N};BX)!s!3beY=MeJ52#0CU`To&$>sBPku@ zJLJ_mYHTTsK(w5yK6jT-aX6=cBvCb}z2T5$P*4}vLo#wGFCkpSJ&o}T zRR3?IaVseQnhpyk$%V8qKkL{10T`V7n9ue!;;{!uXD76;#$%PoJykB*uTj9}I_AeM zP!ML*FPP5UG*G6o4R_rapf~zod|PXy(4c?a4->!2YWV^{YNQE)kOSao zxVO7!_4)vpJ_hcFq4`O80x3!N&WfNFJ{>P@(>~7rI1A$g&!`9Ugxu%8RVUxq8B;|N;R+eS>Vf-_Y>$e}it2ICXOI`Qe6!+Jh z`)ee+TK>crw!_y$g{j4X-HFD6=aejvYHy|{@D5E_0MuQdGTT7(Yx~f`-0;BjtIAFH z6szDXSNSUir+Mi45eu;kCflp714u+tLO~MVkjxL*&ldOmP0v_gZA>8@8fxpnsr<4k zUhY1EGJGDS4v&NN4E%s#ba7&F5jXK- zCB>tl=s|;aUR-0noBZ1e{gQ{o#j?#0zWqmRY41nwT zjO5S&mhnum30mXki{I-5m;0E)J)S*?`pk<^N3{oe^gz*E?)<5#j^%Emv&Oj-!m~!qC#1Wj#%KOt<%!e$zbx^_eT19lHE;Phe13l| zt&3cI^h=(0KMu5Fzyj}ri}$5LIarl6G+3v86anUJU&Y@1IE(P_Tx3|^387O~wYAo3)cEekmtw98DM{*a@- zTnw_!chxdxs1~|eYqa(ItKjZqA~sneu-^TH0vXt(xDoPzbz$<4-P&*q(_mw~o?RRNrQeEvBcY{kr` z#4cK(MAy!TSNEa8Y#(}$B6lF96gfH2mv;$J6~(2OVD^G*5;@w{HrSR7X=65wM9!FH zxU#=S-|l)Wu~@X+UG?*P=hztl7bL8uYC*k+_nx?0pN*3m71wL!*VF5}Q<3`2dGQSh z{531@fC91lg`cR&`vgdnnY1str&+Gh$I~EVsEGSPzHK!Ovd|%0Hv}1DCLbf?P%0jb zv^^qATvmyB8M%Wb-y&X0n1R3RD_sW>)dU%*116(!9!kr%&IvtX9q~-!@=4qtxZzYY zTW`ww1Mc*(&}8xHWObh#LxZe?v`Cir@cgKx^6+~hm=@@djngbAa0i7!P}ht|R3W&= zTAg0Q)7=rh3QGi*S?3X5MQ4km0_#J!E5aXmpnC+YnJU9;jrv@7wLDhfmNQfGq@FGw z*fJ*idliCej6p2)zrHXHM}n4B)|MJ4X4TYQr?_}K1!3{bGejgv@CP21bVAB6iwT>h zu$q6PjgVnjpZVn&;GSE>CIg zZqsj06wI?7QOou%<|n1P!nH)Djw>#M*~1GI41tdsu5NA+{m1+spW45)nSZar;lj}{ zVx0GEXp(5MsKkLx}N|_Qx(g51o=|ie|O)2_@z4-Q@3%$Z6nDz%x+u1P({xABw5#JM>-FC6KEY$`V7ARt@n+D-Ctd4)ZSMzdWID}C$H9Fzi zyWW;E2&;%X-pvt}zKZ@zKN02!XK&FeNV~Y2isf8K*IgF<)BEjxYm^W_5a#H1I#pV- z^Xci*h{uF|;<^=G6Ms1|`kndfsH*sJwzpZXLC&QQF-xqD&^s|YxLJt*__@Desxr6E zJKgd`tfbDt_6hfqQ>U*<2XuL#NfN19m|{^bMYg_`O~Tn{{OTD>(0fWvX3r`oiR9^o z@&WgApc3vuWoJ*uPPiEMlx;k&4)4wgxfSmSX(pJ+P*lbqwfGJ7M{!MfR~$%F=1!}! zNqFd*-^{t53#2qZb6p4OM)>z*d85v^s6T@q!i)6alw%_MwG1?0MxxYM@UPy$Wcyvt{xE_GZtIZFQ%@p~vdU7r2VSOb!u* z?iyo`)>6XDWWq!jgART}MS4P7<{-doGiQe~ud}{W>M5E2bO-X&INDDR9yav&N@6lq z%P{W6OuE77g}&z0uapeW$s~Zzuxsx<- zF@q;Dlp=h~N9tQ9^_KA54@4+mIat+%$89No3#p=9m zSu|KtjLmuzS|@!7P=X^wYC1oMWm@;}3b%x^LinVc(GISDFExGh;Umk$UJ90Z{bojk z(Hg1uh5>t-jL4G@yl<(FBn%Keez{ zlcb+9(W!x+_^58Zr0UZKhN_SWR%cV2VTu1^NbV2{F`Tf+M-^G9EnLX9+0$!RIv?U6 zo@7+&&aex@5{@%uSx$VdBa>&a7t5eKZUh0SW}hRjQjM6eDsii^0wR{IrJFW9eptY) z*8I4)rLrc}+C5pvWY0u436Yczueu1=e@r#*Xa^8KOOa>PJ?eN%1a238DhZ??`4)SM zr7E+zRCJdw$>PNNMW*)rCenmE5}r<8AZ|OPfUX&p5vyNAs8$m` z+kdY|@QYB+nh#z8Xy65J-}bq#G3Id9NsW;0LTS`XdvHmwa$_tfmF5vAYEHE1!4EfA zAAc|5+R4o)%Gz;h!C}EW$dg`5B<*zW1N3Ao*T}`H3k9dg)FJ95oIYO2NP8WGM408v zRQy|{(oC-H-HfYb8a2lY`)O4TN*OW|_?4;`UCxS5(u1w(Zu%V`kPRHGwe!Ga&1T6R zCVlDqZz3TvOZ!e4ihLB67SZ3pp%2AI}i; zf4R^P4=-a$6pzw<5}63pZ=}99urM_7%zBl8R1hu5PF#AXKU56HiJ`j3-E!2qto9e0 zvEwKzNd8rqk2X4_Bkc->-PSsM;onRF%RjK;npXq|!BX1R2ah?DyyOx~&fN~1nKNO|pHDH9WXhIhq`YlmOZe^=r?hEnA?-izxDz^96x?jqW zyR>P>#q=)yyDBF{F)BkdD0I~+A>0gM4xC*+&{e4H+H=kw))aKdeH383brqIFP@A9q z+BfdJv8b#&+Gu~Fe3Id1OJ2ggzrbBMhia{=9KU*f$ENwK&(yCl7KDucDx+eiqk(q1 zoDtyRVr>^>k|BrXlq-^I8Mna<2}!e}Y@J1~q>QAtMJ}6mS6AQzdJ?`DfKV68-UyM= zO|QczSKy4&oF1}r95l?uPASaUh= znaIj%4C_j(=uG4SeyZY{W?PVxgsFB z45*ngE{~!ZA5Z)6E15ZhZO$M|*W659WuZw zzzp+<%(nS%>e>h6j^2kGb5$-`{maV*ulC+W|h%-sL|4D_nkon2AyBXGE5%cn>a zOrz{egB7l}?fY=G5de1&B?ZN%HPT9faf{X0iiVNWWS~LI{1KJM>lc-+Y(qOF5%2Ub zSLcK|^D0#IL#u04$VV3s--e2^lhCx->L?M@${{yCn(!2SOXkaC{4^U8`wqYKr;5l> zoVmif{PnPD4_Qfi1`o?gsQLubm?cl2mkn2A_*n7)@-It3bSTlJb&ZC`8oKll@QKxL z1KeAQn?^H=m*X2OKtumLohSsKY%Kg@$&=J?KJ5h;w4E0U>2>QHuKD0ZJs}(}S1y$=yYt z=E6lDX%9aIhn|K_0+5shW0j<4K<3hkHqZ6it6{osTB2@va0Vt#DoWI`lwwdKo7J>` z!}zw4%NzzFO}6b3e@PqPB`f~+a1`HK4|5>RQ~53ep%omh!^IRhkSRKZH5~sK-5rKA zpHUT4wv;Q1v6emCe+k;LpxVB<~j*>tRw z#a?tGh7|JWF+M9|UG<@l;kKk$Dep!LF{;H$v9TdWZihimvLgSEBOP=u$ThDP?x?d1 z?e;@-v>2pd8uD%GEqwBLM0B$`Bn{P5xoRNy)S^D^WpAgcMP+*H%NgKcwL4<|^DH%7!Y4YMYQ@e~v zj=nbfqTd4S%Qn$B8#HcxJ1(UHfzY)%1{vlUf^9=^10~|C3bw~vYGbZHi&hz8VzXs; zRd~2dr&Jzx7Lw|s_RSH0C%bk%rfP5q<}8;g-h7Ok#-~SNb~TvKxkt21l2GX&tQjO3 z+hDmClp?-{Uiwme*_w(Ivzu*#u4gQKOj6xil^X0O^y9iShV(+MV>@_o-3$e#=NfKf z8H8|Dg9w*7JVMd$+Xl|r&!J>3nZ6I^pbz3)!`8_rLY&8RoN$Y6!x7ZPvKsn;B+=~_ z68NPUV~;(uyx8acM|nFb=cJ*F-o^Sseh<9+PSUcWft(p5W`aXurGbEGTIb?D!wQONfSH#+mYlSbHPujQKtbAAek|cARU9^n<;mE%3Ttg2ne(!v4;?(OWf<>P!&=lN z2^POjO2lF+K(I*Hw%12!6M7Vl`x(%*l4jF&p(w^-Ah;v^TC2(zlPdr(n(nhdBZg=0 z>Zw}u#3B7*Sz=zJtPx@pBZ|!2u6dXemugR765lH|@Tc4G&nFg|Ag&;J+#ns9Qt6aI zQ)8EovJ=z7Q7b+tSIMusK$FEiNGFo6BwMQf2r5N>1%aYn&bOpVyn)i5;tV5n`YSFw z3aP~dS8-&mB<%U(essL_#B z5c++!45ec}iIpJEQX0MtvRm+66V%|;F;i0QquBj^Z_(DHYyE;GTJ8`w3rlMkwhGZrmrz~f~L(}Cv%Xl$>j{~cn zJiimDFb?fTr&&ygzCh)VISf;O#)0g+#u@$sJU>8#pr>4v&kuMwAhtf%f$^KfRq&?q zqcf~?4z;CN_HL?=D#I`EfC$=?jrH(6pI5Kjv$8%zVu_Ug#mmTPww9i~GLyd;N7Zi@ zgsyThpI14TuhVUuvxlcg2x?K}pDss;tKFRH!`&0J!ArHnJ+X_6zy1_GV! zJzbG-Gavh*LH`soe@QlJF5Oh`w5;tY034zqUL^s*WM=SNLtv#>XQeq!1&a9M@u;q%8?%-MMKM0`f;v8Vr9LK2Lm|# z-7wesXs~c|b;HsMRpV`1?J)R_^4h9*R28U_N3k6I^~9ZYo>P1fhiQLXrcFv0L)Jd{ zH+D%y-(1GBAOS9#MOBp-_I+5P6 z)1Z%jHeRxU6hLq?qM?S(PF|CV@V^E(8X5mA#>2GzF@jk8x&SR8MgVCKkJxuqY@D>u z5ENY1pv{sG-FnR7OrTjhTb})^-3o-Z7HKzwgXknS|1$PLwDFhgk2fO{9Sn8uDvw?} z)mW2euE7w7gN)z(;!=urNq;jb%&QNwf~M?A`^C-mU2IUAnMvm4$A0&oS*S<6jpEf$ z{;<5Uk#SxXix7l6{LAJ7r0_1AOI7#04_gQe&fUfynBN`_)Beip%HO7$?W50zZ5;eD-!R7TQZ zNUWG&YC{b|Aq=(APlqk;rdT{kgDEu>rdg$8&|BjNFpbSwF09DdF{o+A@ejF(rbIYU zJwEK2%`F}ldsx6JljaiOl{Ha&jps2!QP;)3ga`JgAk4oJi>ZU(=i3KIFj6BGOe zWB#CFtkd)+HIrP3&b{1=fX(1xgrJd>*G4A;&M215A=YMqIr>gSkJwMJ1*sf_&)t9) znBxcx$XoT-S-r_HQliybhY#u68MDoefKlZ0Qyfq?D4C;8L_SkEHZXg%TD!)8jwlS1 zrljz!tDG$O$F?SAg3fa!C8j;xvF{hai9Md#-7~FgCUyDnL5sc?z!lL}UjI+*J+g`A zmeNdbIT8ywUK33uNQ<*m%t07Jbm&8GE_oglsrx;u-C?7$>+iT#5^ApPXxb1VFo%x% zv&CLfQR==4-ziE%S&|J)Rf(`X7w3&VSXMs1G@VCnqEk9qc+1Z3WUtsNA;y~;E;+~s z*NP&jg-ue*%zl{@uVX|#BbeZWAEe#xlZuYMT(M8#Nf^#%=CXW=wa0LZ4Xa^FL;qyVo9k>rlpK&BnCML zL)};MA|Wn^yN|wq&`+OWcOy#|F;ffS@y6X9$-CKOQLZ^ekPOhJ+ZTvN_$1uI`0^Pn zm|0Ip1uAS)Q?c}{z4a%!U0i4Xr{hWi_L5vbPnWs0myR$zS~RD~mQu-H14#?|1nWzp zhpl{8r4lvuczMNeJ6&uYQR9B_}oj?LXNsNjNy3?QJVB+uHOgDPi%?pi#>Tj%?IBpEQ-~Wrw=Gq~#P7SCg4_@s{)Z-Gw9YI1Q0yF_un$ zX@+G`jrUPC!$e);OI6%DAx`+L7YEH}4wB#tkDp4Fx_*}KEHn&Vqt=|I^vs2Zw(<=> z!yGTXK4;NRT+{+m6k1&sZY++I0)9ISBRFzE&$Sc}$1!Rs?JRY|MO@-FUKiC`r)KvS zjvw>dLqMH$1vR9fP0(!G>1IW*My-7Zw=g#j8lGM(&89EK$Fi{QtK5_N^pPsgTS^5j zEHd)fH$i4>=G#XlXr2_(t3MEjw!q-UieNSaaYcL2}y z8+Gtrx+NRuwi|)_d3M~aKvAiHV zHP9_?w95FS)n;T0`)8;kyK#c`W6iR^vuJDlhX@Y}I}$~9iqVYGr%Y5XCECG7KDLBb z#ZLXHLY5nHFg`&%w1lB*^?p2I&>+QE16Akaj*Bmd`J>-K9%u0z6YzskggVVen7yn| z;r)L87;421&?Vj0M<{w3W=BS=+J(>m-BSMAR!GBQn{B+jJi?}DKqcDMT0Vv_T_6RF z{45^N^r z1MKJ+4|Mg{d{pSAXsos;t=g&lWjItEU0((gaMTi@dX%5P8dluNvW@33*44O>5@O)0 zf^upR-Y_8+Lga_YAIEI6Zq_wHgJi5)oxrNA<9KO*7F|9I>ss|{r`&ZBM;IFFc?HTT zZvVNPwjxedj~aOSB^qdr!z7cokXN)Dnz)%s4qUm_-2)5oW}K0rNi!iebXA8kgzZ>b zjzVxl71XK-dQQe;$XMF*9s3$XK^3p5C`&2-;9Hxmhpk@AOMcw&Ehi_?bC+<#Ud$Jq zbExH9IT8o&)0YhN<;v}!D`~7W@-a|3)4!0+f7m5=DK_ZE9Z{f7KO{GNa3L8k)Wac$ zef#yj|8Y+_7qfJkT|xqPuP@EiJ!Zz4jH|Qzp0oB^hnkJWYm?*Gtyd`9I6b?#fun%~ zNyXU5>GY5l)mg9Poc2zZU#{(bK!Vqu67?Ckc95DN2eb3$lqAs{)5A$dYa(9`n0D{o zvGMV3i%0=~cGt}?%Pm@t=dpW7=0Sl%UtEqU`A92z9t{791e?ygq;)#Nz3*+!X5kN7 z6HjYWxj`h=v?SGe^(#_0*!M0$oj_~jQres<$gxFDkr>+W0>6uZ0AS zP86b}96#dQlb5*a=P%4`TC@*XSejYu_$g#Y6Df+sKj~e5>4vEo-Gli~zECHbs(lpC zZT-{L#@(1d{S1*0!5B+3VG~=r|N?7oIYWELOTam2dQhxgbFF4ZbrY6#| z2*M0_yO8FQlzNK_1{yA9Ts4Is!Ot#(isghw6G9*kP>;uLHlM3mIm1=&F*~Y)NewrL zinFVr$O&Cpe~jF?(EAU@bH#eN4ja&nrOd|Kht!HThvK=d67rZX;KcnF(k;pEwuhJM zKX~{uTYDxk=)YabytPPbrD%iRJtkJYraMD%g@Ns97W)(S0I%VzwP zXyi!I9qsY0&MQ6lRQ~F=u13r9Q&hTYE^6X_yw93SiKQ}*%*P)_JTU6L6O!unwB#Q@ zc^8|w!MOi!I(X16-b|*|ZK^6G1-l6qf`t?+yS^RbL)sb${w)(#EV_K$`H39?ZI=S% z8UACl`j||l77~6)AJG^cAam3o?dW{PHt(e~G_$ZGAQ&D{V+C4OBZ%}YlrC#s3^ulD zSaIoKmjNZ|m1Y?h*PFR2%P>(RRiTfdcSXI8M?Up%OsOvxcrj)mjUdEEHX?Y<>ufO| z$}Jg~pp6ZdEoi2xYf#Op)xk z{*fX24t<@izCQry!Yjj4N8}qpb z&ssDayW^8;F6~0S1IhJ+5@|T(>B$t{WkZw5DP&~7qv@D}yRQ5!Eb>XC?!$+2EP}Dh ziq&j+3_K}&IvknbtZnrL&(d@fkCGGaZ6iedxaC|4@MWXK{6hBa6fDzAN@11{A$Iby zgkk15svmlC9LsXcHbY|UcVjyz`Zbp`ko=c=sP$7k8OQ@aNI&?+=plq+m*MD(g%#q} zwPM?%l!m)hy`-H1l^7#@>@PaGu5j3v&9f$A4ddAw-R6@8%^DQH73t9y23qL_t>Z0< z-&gjoKHCy*)!o%oVXH`Zd(^4QO6SlD@d{-io5f*Wwjo}zRWBbTO^3g1?@gIie_ZGj zQ|xTTr#_Xbw>k@Yu&<@qxtqFSgWx09E9vvM0nxK@Vs?QWOtS7MS-zFUdIIrWf+8Vr zD=m~-w&k1ApbUSCtw*L&kZA_ zS8OC`Kj=wB`#Tc%%df|6^2RoY#neIBU1V&j_=cmjU(#$w#Da!-CVDR5S^QZ0rh{S!imLvr|i#lD-nhHb4s^)Ebn4w1m3a)X0)?7Z#MrSgtSgH4Ju3Op4f$e*u(SV#wSU&`6_+ zo*=axZ}Tb>FW*wKMdN}_^{HOMJXTOx9Eu39H_4BgR!!pUM{lvHF~CeWGZ9`dZ6n{O zZ0!Tr@Qsz9TFDt@C^sF9yn0LP0&R3T;qgJ1d0v|Qm=cJKa)7CWb3F{(>>f>tXR z*b%#|oRi4ZpkdnTp?9a!z}0szlCayU$H!%~2GrU4Bd%#uG)Q#Pxnm{*f>H)A*p$OF zNYECp8DzX@;zey5Dq(NbSWeW~NQm8&=kTztAmo}K-rwh%=){6ZL=z7PHkotUbFgSG zD@sm5AF)o(<2m>8wuys8E>&9@noYv*uqf6mHh3qvSG|tlB-H^Ui1#;0`0+YXESL{mMm9eyVj^BZ@5KH%RFCxt+E_t zT)-FLmCu+l9|@AA^RtMxv%<*N#%MrcuL)*BQGF^@|jB&~nyf`Lk7RN(upbQ0ux6C&MJ zn^8}oS2)__>c3rw5HcG_BRP`!xgA-w)RTC5+(#TaeA)1h+TWgxhMQ2}m`Xtw#R}n& z5O+>W!h$^=HD3w;1EYWPLl6oB;n*eJK)rCs;E?pWo@dj zS8XfVMUQ#D`3sLZySgyqvT8=&e!uJZQpQ}{V{()n)vvCR2?Q=>4KhIis6xZ!UAKm0+biIcF*t91?EzZE=D-a z$v+%cCwmp^PLnN!YBvTIy=e%m^+U8(;UdI-B8m-eB1;ws-)qda+~bUp?Gx{fvA13Y z))DGaupsJg&pfv^=>?Oz(2;BVAo&#DUrUY$Y6KKoZcsTZ9~hGDm_T{S+|ATPt2-)k zLG=;MeT}jMdVcX_+P3tCDB5D0kF!vSpNq#rurdR4z>w4_N$j=+hI#Q(L*$D<#>0;+ zJ}L88wgkBw&?4VUG{7S~m{JK{RfW)QQ*?jmB^&9mQf_jF_>hyKdE*tDd#d9#p8HhD zi8V?~G%@7=?PRCR2tMlLZ$oVP8?|kD!vPqB^>qqC83p)ghs#M6~gB*VYLV5KV7|b1OAsf;g*y@Th=b=SBzz)hUC_l36 z+dsCVp_M*07)cB9hFiBJvm_pSVO=*W-X|-5zJ&qpy(rlZ+tQBgE7@3w5vBPS+cpxR z@NESlyU-@TT%qj&n%bQL?(t6GY__nupK8?^`N)NhSN3K=wpx)=TN}Q5LuZln`UYmhRpN5S zsgB=Bqxrgu^*!w5@XIA}X%r+5(Uc#TWJp|USo$0|Do+qha-4FBqS)eL4GLd{rb0i$ zyWjR`$4B%IJiJ~Ay}Uxa@Du43`&{qr>uriETmLoT{Zd{ zl70h@%BWlr42aj*K8-jxqjrw7W4y%;_%Z(Mc={W1@r(M5FCO-hQ;%~iWDw&$Nao0zFXlHO524>C&UQ;siV-~z9wiX zLos>aV`DXoep=9E=tHctzmh1pnpsRpY(f9b}Jc2^)!5dVWxd8Cr)AeT#{xM(7 zOq_qu7Vw=g@OSb3UnT$Vd;}3=M?(j5J11L*Kb7?Fkeq?_8{a@$R!Br$j7HAf`m?j6 zlC8CzEvF2flCi1tUvgFkrjCHW>ha(E2>r!BpaZgT0O*)F-m3K(nSlUKCYFED5G0)p ztjrAsZA`6<0gQh%2s#?R(-_`F{xskHcyGUV{sRab*hv_ho0|PgMA^yMS{1OswxK>Hl{A^^}$IjXm5hPRk$<1N|9)TJ zDKL(I;v{Wu^d6;mmWVyx|Kjif|DEyq*NPK1 zcv}ayrhn;vAI(2#JpbzC=3s0B%Lo9nz%u^x0I;#LGP43q0DoaXmbW(G&r^WSKQKlh z3&-2+y&wO=7#V^8iyYhA{QVC(APdv`oc|B(ttaPObpHe6c+V~W0|PR%zK8igG3Nj5 z3uNYGc?-vX$Z@j$mmCW_(|_4u;b3`tyZ-L$

r!>RgP(GiUgLnrR3?Ac%}4Bm#^Zy;YTd z>{^O*I%7y?dK>d0wk-^$oT!`-8GPctpws|~lt_-i_?jZK?cCU`3abx}4b`@qGg z7DMzL5C=g3E0S{T846Sp5Yx~n8F4T@UC?G8-S%S)3nyR}Eg=W!v9WJ{4iC(qfi~f* z2^|+Y)G?h|hSFq4;hvU0$(F5{RvCKCaec zq|{!DZ(hHA>bKAP?Mw7gfQo2n1R5a@xfm@>EI0)XITC&7ZxgJ!w0GvdMqBsQ_S#Ry zV|jTj)C1dAK5X}M|Ds(!pI5K=?DO0YCYQbY{jn9K@kXdnPRRn`M8su<y@~%o0 z;nG9Pw4V0&&?ilE+lOzJa0w7XUTSuYN{1gD@nJoy$RjP9(x>l2L|c2#`UE8#9lYCk zdjUWrC}FJ+Ff+`wc*Ah;!f;`EqOxR>P@vO7B@>RwftZL49?Jj$eV z;>9vNj#8Uhi4ZKmMBLWot6#;>p)HGN-r)HB`(xixoQN_TDTR*Y{qfix4zmna;=%wF ziN0c!^pn(8R|ri&P;@k;h5R>$FO_Y@EHT9IL>*KYT_}JdA~T?9`9O3gzO1TEWv#35 z1@g@D4bz3`H>65Z$xvKkM4}qkgs zX)g!|_z(n^C1qtW;!B+-v8h3xKr&%&q+APWo4tN~3zGYd;o z5{6c3v(c#FjEMK-nfgTSSt`Tvf7R*v?l`3Ki^M8@@cdLF9l3ixEle3 zEPm6Ics@Es%J4c!LM^iUk-lGV6D9bB zR&v5j3=tB@>ODxYE(nB{VLp8(^2U4k6R>r#XxYzy1nAB5it z6r0n-F^QZIDz)q8#T1=|2n#u47>d*LL$fa<&*+Qph=af-4zjhJ+oe*;5r-(M5ZJ7m zWo%}X6rWBjnA^w$AWAs{YL{vg<_1yN7n%J;j}DB)-90FXA_FlrL5N?Q2IHaB3l8y~ z$4-6h#qEV=&SM@z^Z8=!3|`l{4l%$8N_UWsWoD#JGD{VJRfNNR>=aWdC4qeh z!LLFyIeBsobZm7dX3z&63biIC(0W<~|q5prM|O#9J}Z5>^2W7(0b zBy|!hdWp0-_qTCrXjZU}^)%tJVZo=IMM z(cnNMmuJn#+KkbiwZgY&}vXoMyAGST{av7`>Fp?-S z!;^w5?;={7JFu#`rKXeh>=jEGWpE}3s-rkaqyUj7B%q6=fz6y%w-Zvl6|HG_^lk!m zsRa_JB|4|En*b;kNHI@O1ldF?aY1B^NIMwjQhBTAP=!SY?h`w*0yIoMZnqt4E(N9g zun<=Z19IY-*@;s7WI!?` z0~w$LbfP#M3%Ps5WQann1e9qW?zZ`1WXK-Tfg%fI)%OG*UV1|CY*(u*Oqbifmn-oi zPz4vob4JU^%nf}<7A=*F2Bd!#`eGEo=o>>SXM8O#5jg||5HS)euDOp11&gM>#K($YdschUx z+R|Kjk2H5o?wBk=k>16;vdE&j*nvorq<{bzlA$qiY_67+A|j%Y6f-hWxlQJgJfS2t z!(~EAT3OHQ{ELGV)ii~P%%_xd=-OcC>70N>0FV)6Ac@;zQWQ`K1SXO0=+OVkZH`RCf$> z2uA=0mRqB#Cy=Mi6Br6k)q`Z~UI>99^Q+<;iBJ&8=FSjbk$7ZJBEzMJR%eKboX)zV zhAdHJ;MehY5~z?6DiQ@-(%j&!C|gdg>S0Jo0PLZN{oMA`IeBeUnmOj9#>`MjpF_; z7^lOrv|#F62TxtjR@a-9t6QCAYI&R_5!wzsD3dDfF5cB=4J-sXBzzGbvLtLk0|6jp z_9R3RoNlfq6U)p7m|%G9Wk24Zo`MO8FpGFi=Htq@C-~-5r|s~xp*$V5bA^?tI!9Zt zo;n<622g0F0K03hm{gcW&)CZKWooh8I6b}?bR;_^pURSJO=X#J=;GXni$Y3T=12-; zILJd#@90Lr8bJ3d-_~NswY5VE93Bv!*Lc&%@{Tg zbT4>%y!z$F{Py(dYu34(joLcv<@nS+#)4LT^x?yj-Ahk?oR;G7aa{iJfZT6Wv2=Mn z8E26xA&m=DjxN*1BSfwN767uo$fdea#AQO~Y*zsc1|Tk27tjJIIDht;7+2+w#Fx;T zg}P))CklpuaL7amvCuIYR;}QXm`fM{bkVtOU*hEhE=y+1ebTrIm{3pn4EF%MgtRGJ zaK}*fa^f6L@&Fp1aa7+<`<`0n_aEDre@^_8DubVTIqP|;rHS$H{SFYs3)N?G#A7Ea z!54wQk#x!zrOx@56sG$&*7otApnm5mW4uCm)omWrpEf?W%-h^Hpjz}ooD00EVfH7G_VbBgpTAxHSTkDKOP z3J4DKEwnCV8aoany2$dQFPB519s=?msbU&fo#?%GmkY+}p4veI3Pnj+X0(S3;f~P- z9f31jB+VF!Qy&H46XPy%iCLy~z+{z-PG+2$$rD=063m`)`ue?Ucb)gbMhi2OCXeGs z_QS@{ecp^}%9Xg(BK5sMe36`rQWOQ->~8kkgxTaJraSyDD-nN_xd;!s{nzEN(u-u4 zk_CU@vH1M^MI)GuSr(N>BEqU+uz&x*Re*Y*Y@$oW6(wlt^?16ixp2?nhc89ib#Xr( zw~575LDVG%4M%}kVpPV}i$Vi{9p+6Cs5BR?{Wa#XyzljZd1~C`G&Y>?Xy5MZ6`sCT zQX20O?}Nr{i*KDB&bbnq%7I;J6#FwHS$BsOpwb8M7Z2?R%zet{)2L})1z!;U^Cp_~?qB_|MO zFhXg_1^veHW#C%M5(pzKF%pTmNG-AkD46$%PJ{?VQ5n~F{sR>aqTmw1kGjGSv zSh=KmaP!GZPCW4aB|SSR_ z0Muk*(Z|#;w|l+k1jQ5Kf>a_FXfcu9aT@fN zXAkf|M-CDvnMjsMm_ic7Sz0DVxSepjB+a2zAYho2uqaDHaYTD9nJ_&Ki=F_*B2hu` z-*b-;j^N;((Tmc(UMGjk?7mxo(20S<=PhNHC#Y9oPImyNvY?*o_=_EmiG_$`ASP-{ zZX?s-;6`*7tBj?ow46BQvapm08`FWPE{M%tQqmzkCS_0tr6ZWZv?UG_;L0HA5s9vg zm$jd7?C;WT46>z;*jqo&_c?NKDWo`}15VMT$n-c(XG5MKGi9J!f@ef*3ql5jp*eyp zA|NCrYBLHb$t4lSh?ztnl%bp?)L?mvdV(aLLu?%D_vy*R1G@(@5K zPJrpQm@F=80OrX_3JK;p**H0nr(%c?$zbIKU(LgUm_;Qc&|QOyvt$NABoYTjA{$Z; zQe2K{fZ>(|R1`2E-OWHpa7@p`9x)W)%#5XWn*d1#NU9eK8ps1<9A1Ilq&o@ZQhWi6 zQnJ9_J%T9^fxrk1Jv5_o8RlS}l_WtrBJx6dW8+BAKmZQ#ujV*RpEFZIt59*KM01~G z-q!amz>$$EA&_GvKu;?yf|}_Rm;|AKMI5Adiutu63yEMD5UF5kPDH2`Sa1I`P6w zXzySq_N)H-eJ%7ghbRp2!zvl?bqObXnc*w7DvS>4zqYN zB_R-G1_Tr$M#7BAFlrMg$pF;?ii?qjaL>ZXgeJ=25-M@JB?@OSVt4>JurWvK{ec>k zB3zjOF%vRl^o{rRIm@RDUY;WMyp8~#Cn_-}Bw$ftC-khO#pcFYYY&nP0Du^W&ZE`} z3wc7Ykdy#ajPwJ|K3OUxs3VX`;5brk+uiL{%c1c|N9Jn=nePmbf~Nz=3}Ii;WzU17CA=Ql{XDfY73n> zkka@jRa#2|Xplg@v{=uXp)Se`Q?)G+}a znF+#OZAUqOKM2!KqMYUJZsXX`rNsh7=`)ZNGddd#e1FJs+}Jtk)3+JPc768c%v(;| z37exTdZK$cA*hEx-UQaZt}_`n*oPj4B2!ZQ>GQ&$uMf|pw<5cH-AL&u6dhFnRdrZ+ zWfUp<@8f*z3lA%48+#g9GlZQ(iZK5uVj!CGRTSyvDj1}ttJD(brGi^fm4GVxsK3y(&=FF*ULKpcf1;VUNc0BrzA#)@K z?9@)QtY{AK=Ecl})vFyuhPBV$R}?@(uIa{!h}Bubv*j;>5OGg0$Y;dE6O)zF(nf$Y zOJ<;CFoMuh1PGly@_En zLIv{5QIav(CJ+%WOpCZ+?2w3g1+I<-!U%%_**<6fWhQW`wK3#bA9(1WYs+aL4#w?@ z70ETmL-$m|@J#x1-3HEHwB#NyB*}Rph%$7ZM%@YI>j^SudrnRikcsuy6;Wak%1* z%8lS<1yaM?9gh!cmF{#}cfN_VCPT_gW*NQQWzzdZMO*AnkLln4FDg)fr ziqNuDEHxV(c+QsUqt;7Xx}{@`GK?G>(+V_4q;VFE64Jrw%bfQ^oq`uxsholfLVtqv zc>qlkV#dH^(3pddam<^`sa#ef-jB`aywvruMMX&{MGHW4Mm0P#iq+B|-)|VOKAoy8 zL8goZyspNL=Z`0piJ~c z2Lvja3WJt${3skOxD|62@10XB#M&Qq_KOBY@8(>Oim3kF@vHI_ralLyELK^b0WtEC>REOQ_0p^DQDktxVb9=VwD{-WP##{UIZfceb*SgUMpI{J^`I{ zNJC}rJ)?vE$7^cWT_1V!$LJA6Jml}dSpn3AVI_jJ^e?+%Yn6cHVNSbVT5P6gSbJB z!tUr0$xzmMfq8SERT>tV;mq8#hU9^k=tzz{gFK)B^gv3;K%gKplT0E^NhmnW;#LvY zgm8NVS+H7F@Ty#+x{hp{SKB3aFi--*05+)ufFK1C!#I&LfFmK0Fb&Ws3^D>MBPF`p zROceK3UlT9MeGiIu%rc=8U)s;pT}`u#wNt%WI>e*^N&1?rdCA=03tA*&+!832U2Pz^qebIoq9&yvFc=FZ4#wQ~n3>#wODZ^}6shPS2d86# zKnO>&Q6dJ}nF$imNIUMzCq(xILS*rXFm-@ZNXS7r2><|z zm;o^4u3U z06)AncB}z)H!_#tnAWkhK#IK6sqXb;Jd-}kvM>HL#=76$KUEQ7<}{CEqI(Z$Ov|nz z^>J=}(z2_#Tczz>%ezG)03}ffnSeFcDhR-UiReEjw}65~fE^?;1HvI7QW%608RfXi z@r5W(@au{j=xPCs_e{)?loCYlf#4kGK1(D@A*m?^fO1*}q6I~I5*9&eh>*I&R0=G& zd6-hdx)dVJNKlV1Nbj^dsf0DD=ZIi=&~nH8IjI2Eh8-jZ3dEjs(*2DEL)HR`NNMh> z5xLo_-hx;%8Bx$2fxMzjkSSdZV9?cq%Kb}inCEcv$Dew=@Y{pG$n&0~$7VV7{5I#3Be zyZw~MFg+}z(G~5F!2i$iU@3K3QX>*cX!^mlHj$-Bx+@(&m@lt>XYyG*dI46zrW)a;-~Z3e8huZlPN)Jm%N?BAo>&^X&}0wt(qn1a zBr@2?h&NNt%%wBtN$1LJrQR-&-Tf&$+4YR_1;d|$-sx&qerpHTiT>dPo<%x*EkT&Vg-Yo& z1rQ@ABxh!NPy!J!2C!8(%Bk+eO>+Q6ihJSiog5$`2pmB9suTTzbm3X$In3LiIV0LLgovvL8a6I&p@L>NW^20zcKvfXA7_j4ufd9en z1CbfNm3-@TEsA?9OqCG<3lT9RGJ?SH5|v3xo2Q+qVgXEUF$yR9(G`| z_(icLot(}=L0PyxpUWS)`hNe;T!g-49D#SD6#YH31pn_uQ{V~WLG3G*q(Gdd6?V?V zFeFXNNJhN+;e2d;(tgx!E2c`aSIyUByV|ItAZO>rFrm)VT9U`%IyPqvm`sl8?7{pX zZ)J3z9Y)rc*^U&ux1!PRjBfB?DngCHGAsP4jf3vwFbm8JGCS$6yR0SRNB1cFAqEu! zA?ed4a*d67!Vk=})()+q3-KnP$P861D1G`EFC(6@dgHM+>~--X%Hi;~_6Xsr;w%s# z7(|;PUPDz=f&yeHsdt41W;ly)Ex%W$1%Eme-0lbbAJ;X6yAB*9YC`JNsnyH#(;vX^ zIc`nXh8LYb_I7$dbP^<^g{{4nr9Vg>6v7w7kEsW7l_-c487*6?>Tw`}csc?KB^t=# zx~4-xYEpZtYB)R-bKU>+I9}_SxGgpSY;s2rJ24xPv5*vEuz7GIIa<9K59A04KsLm1 z&IH2bSGfo&+v2@&yb>PlC++7{j5kLy7<?6}h#7#$nHc~J z(Mq^E84$CBBqShUu%v5ZI(v4A%xqJqsk?e{%QcQkeYm^k0o8!!Oiy1S+VFb;Du|o{ znM5Fsxsdq@uo5m1nu+N%GZFo~{c%>&tAV!Fi-v=ihJ7K-4~IXuIHlQHGNm;{&v zNJ(r6Gjj$cD1b1+|ELaUYC>X|uI`CWk&alUI7V;K1;0Xw?h~Zgn8gpuDYY;>z;_SN z@)~6#Hl#0%KO?;zdW>{wBEqN<5C8y>fCvZxnVFn`2$YbZ49po2Kp=z!B1q(O&p<-q zOpXYQ0B`^TWI#p~Bt}9cg2aTKWs!oI)7%qWLk!j|Su8;T(8Dm4fx{vYc20vVoI+>} z41~zwAd@&Kfsus6ie(}?lL`*;bInlmV@|3iz*s_@cSqAw zC9B!Z561*`*K`_yn1DVZq+{&Hp%jFHmgJ1ItPhrhi*k0stYi=t?qKKPLP(SpP6WXe zq2a)#r56LnaP&zy3hfMl%TrRAcM{Eu|6=W#$|~`wb?RQyEVsdbf{r9=%X7fiW?iA`_X2gh(>uhg=oGDU%2}1Cu+hKw;%@aLfRN zOiBY4F8h}79%+-CdIgZI4}-4KwVg^z!bBNDJEP*ToR-2_dL#x<5o3hhH{=2g1dIS3 z2;IfqQI0CCzB(s5xH&2>>}f@a z_Sm`derZZ&Rj7;;EX((EeQ{kL(pd@Fh z1={omF^TvKC%QeR&RU~L3NZUZj+Ic;%^wL+r7%Hou5yXjv@K%?=_qIB>JhnF(?6HN zeaC9BFV}DQhuih%@$!@5|H1yf9YH`^Gor{L%Y5rHI>vE2bHCPc0-iHt8T0+}axQ1o zw@`&{UZb^?P{c^eWCo9%mhJ|cihK@GvH+2)sZg-46=7^2$LYH2Hr4j^dgi(g(*)cC z%H7$;my_WOd1Zjf66;@2T?K?juR^(aj8PR2cx-m><+ox$veC+8j6yePe^XSJ<~8C- z3*czysR{Oc)Sr@`398EX^q|PSA<2UndOL6XKFoM?>0H;Bp=bUdk!BOWxe=!@7e1fh zBlSQJiStQ{z_`cMs76r<0&^7V$R~)X?acEl*_CZjBao9i4%#hFxxM=sz}{BAB$M4e z-Z93uD?DF|a3zPzqXQE3LudcrmIhRo;uqmP_)pI7p67Uc<9Y%rCb%HZ3p`HV3NQ z)9{CU#ayQkDL*9<@=8b$ow0B|CsuYAkOTlg_W-0I)`VsVmTXBbUQZ5l!{VmO3?Qj7x5d0Cg0>J3(Ki-0k_=`pfe(R zCk(ex9MhPjF5kyHpm02&fF(@hafs{E5jv-)KNw4^jZF%03Vx0+3zt_vEJzF~k5em& zpAI^~*!6ZR5mjiZXXUzk;CW1Nh#+LEl`NL@X7KT&$q5sn?2rRFP*o4y@N~JTx5JGp zXlf!|PuEt?``qScTvmjp>Ru-n4XnuM6gsvdh=7EN3GIPpXpH?rMGANr&XVJk<#>F& zQ)3E*;8G}X`h1*rjd|oe3S#j9gJB6}_4y6svGSEN%`uXez62B9_qEnN>3Hlx+JnU* zj{#p63d97PZkY%&93XMvsUmBa^SVf(+hc0%>lFd-UJqRr!f-0)2!MU9z5a|NkvG8f z1yr0>am+(j;=+gs5E<$-GD>AuKma5J1R~-DjENSf^I7gX#!yP`f($V?--kEBb`C8N z4ycraf{r5@v{}udr8EYHIm0u29KII8bSMbtQYPil%uJeQ;mVd7WWB1!LnGu~vjsIM z2#XNX(gQ_Zb6ilu(hLw1+}|Mp=M~x$r^^qCD}abVB0Fdsh88q6-3i}um zL>P%4ph-!mMzvFpm=ly!W75E|%FS_|$GapK(1i=6P(~UAB$Fp5AVj)DAR+@o0tBXO zre{*liDLptdI~MQNcz5wyB8v<2s|9AJ-IYU5KCYRS9FV+j#nBT3n%u=yt zi5nzp#9*4@6O3(2P^J<$rV^2vfq@(lPQ|DF*n9v00ELq#GPE1{lX$Pm)SWm`IdlPV z)C}}&b%jh1=M>7^3jz=WBK|nChfGHx01Kb#PzjkEGK_FFFM=Eu-OVRfMl2YKs`G4R z)9Y@dm19l6(s^Fa+HUkNc@QLV5Sy_(C;+CbnIS*{5n?Btt_Uer+*3FZhyWk}h=^*Y z3pyo)8zcvSy8;TzNX+=LxWx#_2^fenoINEGg@X_>0HH9OtS-3YP-Lh8lhLTt`bgDK zN=jD7V#3&eMnm8r)%tOfGbCI=2aLMt6a8FKaz%gLz{lLl7fVWMm&Lsq+%81jg764mV%|q2!!D*jpk}r5y>LnVAS=%-Z{iaCh)sVR#Gd zv`_&fK9!qQ|djHy1VUWFpD z;apR{dj|>%eUE_AghA@eY^Q;D=Z)(pgqKi8d>8)6Qk*g)8YG%WChC+!>-;XVx|0SE zEEHK>*^N7)Ffb&RER@GlV!yJDATspn1W?t(89<~_CPrW&Vks?mu<78&f)ALbR`R6Kw8RhwOpoIeK6Ed~aVh8XX_=BXFwE%b z3QUHs;}E3O0ZDCPw(am)>+)l~T}tX6-p;-Y@nV`1fl}cL$odq_2sVedbS-# zwSk`|W`((A%JNL|*$_d0>Gm4MQ5`eQ&Cw7Xz>(a`Wm14ZP`J87)@Ggo+BrA~DVk~2 z+JOZr2iNMIZGuzETG~nH9OH4vkK|{JGi^Y}D@{kLP6Y%B?nvhfCq&CAY?sROf=`vF zaFJ~36d+Wb$z+5`Gbc}iAOMB5se9Y+&@yPaKuY&=naj)l7KmQG@tMZ<(suJwLZ`GG65sMc0LwGW1?C(fNxH_QeUFgx&N6;MLAO!OdpTiICd)S zIG-sgZyTi$wTvif&$Xufj^Ys?k2KW7XWsO5R{6xCs9PSd5EJ?W?UZy@60ip-hWF7* zo)($M#q4TvYl(PGsk{3giju9ag3H{#6@lq&DN-`TJ<%?WUtjrnhk1vriasNvkX0|T z7^CHGBc=^ki_)+%8Z8v!Z85z~GZ$mUGPRMnIUfY@-r3!}FV1m^p} zhhcc@V0pjAoEKyi)WqpP;9WknVDHvX;j;nCed94Ab%R`5r=Y1$5l$53T%hcn2qDP@ zkdoX%O^l*c!hno~j{@;6GCj3{t0sppMp`vDC~lF%lzLLeF=kh`UqIgS!k z5y6eXD_2X-m?qAZ#1+4dKva@Lg3y?2T^9JUCPFHR#Wn03B1DqQ#w;)yEf(Lm{&}gr z10RQ}c_}2G)xn@1_mj-E#7urgFq#P;VHnj?z<@N-y`Tw}R`BCJv%@T@Hepmq#wB1K z@D;dWMQ-Al7U>a*RIpp5rW*iq5n_srp(Um;8Vo3i76Rl@Ah;ldL7Ib`7X}1pcI2I3 zD1ikK&0}(ga3Syk6^S^B&1X zz#Z`oM_6P40TE;*03(V3X^8*}*8o8x!<;$qu0}vd-f&i&^2b*pRupnY4 zIts{AHU$76f*)s}=?);oJtW=s2w$b1SKmApMzkPvOF&2jL;xm8OeU;Zf@LBbGK*0T zRu>lxKtLi8<1h**PN2Z37z~l*;DM2e%qUFdS6cj;rFoPs~!9>#!A?!swfO1GevQS0COpd~srpIB-RirZ*M+#1a z!(+LwX?N5iS}%uw)}#Fe!5qs#VB}$8L7S zHJ7t=3qCC81ZlF=ME9wO1r$7$Qtrh=4TzA)gsqktHZ9LO;xwa9DlRkf0F3T!eTp_s z4U#&t6e6-Y4jn|nY9&WhIC|Mgq87?}M?lOZDp?DaYNlqHBhn(xLk*qC5i{AzIgN=j zFcU0cA~vRyMBm_l>+!9?w^{ynEdP_^-KQJ<&CBt9Qc)~rl-NqvS&~Jm*18)6Kp+n{ za41OO&;m2b6D=~`*}R&w>8~pvmj*G*cA#x7nWBV~`ZZxGEJ&|G4?vdu)xB`lg{NfZRA5FK&} zDiM~1?Cnj+qSEBG-h_iO25CvWr=_QVSy`BSsV*o9>>Du7!_=L&P-0 zA|uWK4w*zW-FMqDj?*dMpYi8V@!Zd)AzwC6!ei~<`bgGifaWoev2#S)sB~x0=gRy3 z>D%6zJ{mk)URmM(NGe1eiG)(9xMqY|11#kSc{>vtBO_kj_W63%l}dgfsz2yMA|aKX-DbS{&ttMQy3;4dinL=p77t#kN;%6jld`blt2rd&U1a+zgEmK z^u2Bm+H8OM`7Wm?zaHbik(7GuGme|(4cs!$dz|g$?N0!AK&mV(mkAH$Kif`qX*;k} z;kDTDo-rNcbh<=L!NQe~p%y5uk+jqJ{8$;mPl=izw>7AJT=%h;ajnUF==R}dg|-px zXDPe=tjonVIx8G*M?!h|i9Jr=Uy;mtsDzf1jSZ@0~`7bnf-?t>-(*iV(d;sW{aqY`hF4USf2p?>Fk4^9&d$|O__V}w) zsp2zsqy2t~o>XqLZa0b-yjq?&kG0ts^%k{Y z%Nc*1;LkEu@Gpf&<{7ck^7Yg5h4H)}qR2mp0Fk^O0sFu;u>OV!YisS<-oBUb^Ou(d z&HHALX~X1!_`&3^7k&G!eyWJ~{rI)e<+7|2OL^>HDa3F=G67l=mgpu8m%%Q!AnfEv z(u;6H-1Ml&rF+PwoSK|nzq@Z?OL{ZD7rVE@>$zCD?o;8eZM=`Ohk=Bc8H+P>lTxv7 zbQlETaEPIM0+E|}#(V)RKmt)9QfSRmfBcMeJaMFL4zsdV55>FBz7+XH^BMP}Yt+Kp zE{|LVUqK!m3+I!^x15N6qBd;nuoTP&xdsrhQ)3pa4=ug=q|JDkL(JNoD2mQf!{Bvd z1^Qd9zw_nvpuawqt0X664s$oiDQP7}bvEUZnraMDbM{ai_jdZf3BFl;J-{)~=>=Q~ z6!72Ke{O)Mg`qAgW^do+@zYVio%0W5R~!GmU4zT--nV*>??t`X@0R}8(*G5hQB1(kpIWem))G=Rf;d~`lutT2_)_2+X!c;^3z!kfQfU~;GDK^9CamsF9i}E)Xf~n zczD9GpuR~da}VEJUfjWCzm@XJ=jH9&nnx?g0*06xVi1m$BS{&vCa&5+@z%!2bvYnF+4VLgA!8|_HWQjjy9XimT1@0VQ}wuQBjDp)Xii5+*}?^uHyQ!C6k zj}feloaf3xh%r%j+wU0b`o!12KW}ei-Wice+@&Ojo6pDl{inutmCB{M_@vt%52*tD zR8uK1M)Y#2v5mORj7sEcZe~}G(^3^rZ?SHJ(p2c3pi2#xP-RT42(T;W37TaF zA{HS^R3`(1-1ZMiCUgRH42ub=mBIP*jOIF6g2>Y!%upLZdqQufVp+mNfq`L$pX&v4 zXDW;^_h~$+GzK1(l6YCT?|Z!6sjb`R^^N?r<%#7aOAzYV1v0~RpDy3YK1Xu$Em_bn zRRi$t*Zm;Oi%xv4y{9{WQ_X40uel}&YjAJ1wT zJH-is!6ONiN`ydz#0XC-FlRV;A_DUQXLoa-fmyg#DrsiA*JBm|pd%0kL~6sfa;-(v zj?Kp`rC=)~GQyhlJr@Kk=?uZHE5TB0CH%{%>gMK%i3I>z!^Tu!bgEC}N}_BN@&eZR z6>7)P-p zwRoe185+q69LZILn8?Z0g#h86SrN|+EK%7?L^<$lu_1w*UH!C-284+g(l`-9!4$$6 z6B)&FU=k(;L1sn-Cw3$Tdi#M;M$AYxRYY3ba$5D+g%Q9b42h%y_`z=d(Kak&sS&Z> zf)JI~@A&)zR76VeTXKR5OjnKV>Vz6Y|kKj!u;f4@| zlo)^%jD~;=Tmg1XC4@`>PYe_i;@iU!q6(5Yq`D)bh{y5Lse+WX!rf z#*xNrEsY?IAc*M@Hrd~n`}cJltXTx0mBE(*zllvd;k*<``6#kgD%)799Cxa+f|$9A zuVui+_dkC+>&lKZ*&tKO($~*pw%LEuoL4U@|e!nU7GL-44eOs1$g^kRK z3oTA{aAr#^X+~i`3H;9p|Fr1;3ms~?wPNUhpLp_q+c9t+6dXZ@`|0d3_sjgUzWq)4 z^}o_~tSg?L-1$}G-O}C5tO}r99*3X}RSyz3!MP{G$JmNGCn41GayQIGk{&e)~Tn!2}zn*ry?7x-#)E?XN z_|E!zQBfLOt=bFO1s&4tK;Iganuw@*kHhB=Or zugmqa(k^Aiwi^7w$AnBrA&&) zil@0f9mlhS&;N7r{)zrSJpZ!e&wwosq9N5535np32EROE)~kISZkeYG>w0=GCCdAS z7rEE$CC?b-eup@gTzEc3J?or=mV8WjIBo^T30z6r9ILSyggTa*?dgNBZGT&0oKR_j z+cUjgizSr}K965x$;Y*iTFDLWk7PIsU5<+NS@D?gXVlN`4;{!Z5OW1*W~ zSI*OQ&h@AF_IIbi7u$v5(UzmHxPbS^U*-3I`or^|uhJ=>-@nWKw{}jr;Cg&MD3PXw z2V(1MZM4Zz-uu^6|NbmZ^yzVra*Z=s)i;>`X9u==TvQ_8Vlzuwokx$qkLjs1(k-+jpC zeVtMFldaE>&tG5u?ZhHS>>2sQCmGkbUtiw7FLoHMxAyeWQDOAN=Y%pp3T$H3m+Kw_ z15V~=WYuNnuXSym&i)3^{3)g0F8=Lj=ab|6u}rM&^Z53duL$@&>+ZS!@o&fZ`pDJF z7hS)2X(tGrwFTYowV zKKh#Lr`nk5K<-li;c+h)q(;6s`gXyO>r2!>pq#3`@`&zO+KBTWr_z^~OMiJ^hqkwR z`lxV!IX!1twXo6A@O~~3i8mXHTj%>akLBq4{K@?%w_lt6=_#JrVm|)V?^B=Z>Dbnf zx3YZwUbo+DS@H4d{?B`y{L;5I>T_pU^L|ATS>GwR=)PL(@cYDq?dBEU;pMb{e_5{1 zReNjkboqE%c(sca{(C&&slJ5a#CK`wN=vQRBTfXwfURwb6S6O;`n6sb_MpQTbiMuQ z`1POL!|9_N{C;jj=SLz2|K#=WZ2kQQ)u;Pcn%}pyzw(zu{{C5>`f<$n50E28N{I&F ztKQ?G0aUM9Xa{0wPwnZa){5I}#Ot!m$4{4le?l5kC*l7xME&%y>(d{keG%(ycOcFB zb8A06L4F$GSmGp)s(E#*DyQ?vYrx;ZdQvSVt8Dvx|FuwHIXz~-EU#`Y=^u#xW5Ox? z-H(5(aeK=DJ0SoZ9N2ZOL(&iD`yH+!&8@JP6&9YbL2jRy{pmjrnhut@1b#Aj3A!Y$ z^mbzs!A0L;{fHYr7m&|%#6`Y8UTz(L>vezmNiUr9 z7rOnc*gbQV>wh|y3hP^$AM3czI|a|napS$CF30g`)OtLR_gA+6{`%=kCp+8wX?`4w zzb?47c6|PPf5v=yq4k-(#|~V2TQ01}r~*YAz)Cx<0%W}nZ`A18l*ukO$7r@5cX=?`~=S^T-ZKl~86 z^fBh+YkOY$r_bX!g6b&mSx=??Qwq=c&oZ{<_CLM050!!E-27wsvC2|+S|9a!`-)|~ z&9*F8Yyl^qx8v!!^7im@ee}!d&0!J_?ratNx9`K@=rt}^W6tnefYBN}7E*AJ_yJj+ z#yT)=!j*n{if4NN-uB~D`FR~Fw?FILpJP7lR&ScqjL^!8^7Jf<nz+OEfVpY_hg``~r1RaR@2k6V>TlRfY6^d2pqt^K^OpEGEJ zD&JM^QKn_6Lu<<`y)Ms7KyLf{(%M>IaFXbZ=Vx4hcCUVzmA0Q>yx}EZ;X?%8eEwVL z2jkVWKXik>ZI}Oe-o|x~Eo#W8Ggh<5v1YHI&~D-H&@#DFloMpt4}s6Kf4^}Fy0pF@ z^LX{5Khx7+K3mW?JihmVFDrVTUvb%B=}Sk4otZ zrc_&ShUBbl z|3SvB6-mjzclhhCr-w&d=pS@`%3irY#@oMMr|#FYYoG-HY~Zs-DO}RwwVYzRq{~iv zLeT%7U}ufCq40M#7#^Pm4&|r$TMpBkT2(Ms-C>M)iU~ZczHW z=$B8=#~l2J&uLM=ZBs{sTX8ItV3vvf!DaNtdV3lc56O8B>NnQ=%KPA}C1$3o*V2*2BQ1k~Ai+IqSyLDT&CEad_FUobOF z-DeUq7A{<{sNQjo2GIcuQc|Pf^xSh=WY7dO1fr73!9T9<5jhh85dhL7Bhw~&NODI@ z3_3y|5vGOnfFdH?88nF_6B!C2+M3W4EU+OZmW8Mj&WIZU0sgR4<@5yIgAmNgn4uysKhWkv zL`0N7OiG2gF_PXJY#p?fPPLz!3Ai8k{d2#cXzm9bkRCXt*K*c+itoSFDQrlX5i^lU zq>+5a^GG}HIX}K+rr=wFw~}MK1glY2f>r>MkvM^@1VW|;I+v`#(vc+7<9MT-%xqZH zt9nDJ$>%S$og_^*&o`cdhq_N^>Z_D#DkU;=Fq)X~g)`?Td2bHBbC86FoF=+Bw^^l>z(ouIITNKi#+ zHE>R}=~(~^H!tCk!QyzM_M;hM%%v-Oqo&Yu`3YGL0 zAq5HS2VI|XkCwdlwVVbl&Kw!ETiN!vZ&#U#k9O~x=No-up%Cf)&9rGP? zdwC~pZT?gyCwbTEk$|2#65jic^!qtmZ1?F;A!m-X7(!8A=*gm#Q}3v^*2;1J z-!dAtJ1`4g79PNlQaw$=pF`Bc(>=`zxBv;*^;+L%_*9*{H88M=AIwr4-nI|MJMrO4 zIk399`@T!?#M znJai4A4t8z1i!1kV|-N3T9#e^EAV%cS7fSf0VqI_j3p$HgAx&c2*t4ioZ83uv(0yy z4+a8qrrwAPVw_(RPR^X+k!qoiNW`bp?_%7y`0nx$`4rYvk4fKXk*D8X&reVD*N^>u z_hOK=O_vYba@eV&lD|Jz(zaY};iJDG6ma2s3h4=Z zm{baij@T?WNN9_2<2=IBrDdx!A;diDcGRw1fuGJRu}jX=d^H-q<%;YT%cRETQ@PM` z`johpx%X_5h$w*qgj4s@uFKlFaIi9VpY9){uieqZj>LlnrXM#yN~RTK@+ECV?5-ft zNyNa*7oRzD0I@?1Ka8W*a+5{3DAQ$Htwg8#Sa6_- z#a8y0PB;VXc=hRX;_QFi+M@n(y8X7y=cB~OPxp(ik!Hu?I$J4`5TNdPd?}8B7Sna) zkteME+#fOKWS#2@6WqZD*{0Ky@p^u+V7V@IEo>~0h}~lQt;Nb%){e4(nN0>j##m!X zJdi#30uTf5mhX}Mdiu%TZE9q}!qP4&T@A+Te}_|GXURk|_t23Oy)CR6ds`P zHYsZ+OeZDnB`|jIsi4wZGv8jnx{Jrw*NTO0U}`v|f{v3YqmyUE45ck-q?yB|W@b1; z2;`4r(9Cp)MDRoaLL_1UAws0sZN zI!pw-0W_JpyD84#6u|~i!!72=Lhfo5|Kp|_5S?IBvIheuGh$?*stN=nExjaK+Vu3K zOvWrFksFdAASO~InAxr=m=*ZM?zCF7v!4xOJ*hkA$g*jc>tsVgGWGs1E3Tt z=x*vhYw)IIb7xWt+7-bcl}b8zz?>M)NQ`Iz5J_6nR|~fso7MMAmXt|pm)#Qr$r0QHp>adaq$45%0RhuI5vvp?wxwjjV9cZdLjjSJ zVLitJLk95uBVU)cWd--n_a>Mi4(NvNaxi<~K=+5@qHFOQo`b=b$6hB&0(pA6ClzKc z#4t^D8fB|esSh&DNyLbmZh?qF893DqG|;M)rSb<9EP&N>ubk(SmlB8jW}f0MrcOZ- zkOifbOu2h?gh*gasZMQ#cn05Ji3O9HSs4c>h|R8ILLfLX6ElJmD$=Pe4_h+^_#ju| z5Qjhvz&0PLQ!pzF04qkgMrIPDBA_MBOagYKNKhim%uK=z`VmsoBjX@X&c+e|6LvEM z5Gq}O3!+qnoRO)j9wtnwEwTis7j}dn!6Xo2|B;as2_S$10T45_l}Jjfm`gIU7{b>~ z<7~m1`8Vz_QT`qLpwVlp#4OASzPnlwh(rIN0ytkpT*G1u94xYCIR_@ffx?8628k{b zQT8P3vsIt&5Eke}0K~~uaD!L~O5?snct+%GO^ZC{3Um^wU=9-!7#1XB>l_0o^Y|Gl zqQfbe24ew*rx*SsU>hdvJC6lPFQ&Ezd+iO zk*ejGFb#kL$zoB8j3g(-Ac01Jgp~0Ae>@X80f?$7ogB6>!-(QWK5Xm|=)7`L5t71) zY@WkFv+&w+x@ZEWv1_#n zTBch`!@y8LNWubMVTyqR0-;*zHJCjbTH{nfgR-S~Iot*WGq?0^L6)m>J=-to~YgQf+vZ5+lZFITVEpB13Ym9J-dQ1rMaa z$prw`LlW=G6|e{;MxWS|td)Ahvh2nO%5pBe@_roYw@bAv&11@LYyq-iZ@E7yT-51hKp!ea_HUKU^#HDo8zkP0RxiYReV zS@n@w5gEB4g=;!8$>O=HSxu9Y=}Lg)NXhdtqD=8=s#3TuYhXA%DDL}Xi;Y-oXCfc2 zA5gq?0Z-<}gUu#FoR_ZKhv!N8zWWP7%Cfbp=|4U6r{(RpQmw?TNO1Kdbl1_a_UPN= zo1D2muRW6k&H#1Vq|$50f?0)2tF=x`HD~@QsY1EZf>T~Zo-gamn)v$uW_~yOml=WZ z3B7@}j1_VZdL>-L+orFs$oMliCAb{@+lIk;%25EnTc^3c;QM!SJgt`*S(u>ek@Kil z%obXa-Q_DLa$NB^JN)LgX&b;z_=Pfpegg`GYmt^R2)Blb@LZxOIU)uY^FV-fC|HOj z^mgj5SjrdF7$+MSMP35)n}AIO#4@4POK&+GXzN@g12H<^Em<2B*g z*Qef*Skf(yk%uRj3=PL10hEdE9okYr65y!m43HCY9_)KB-y3h~E6%gF{|dPSsL%;$ z$;_Flt_u_*;dJ6)C=3`xj&-Tu&|D@aOvjBfDApS5vHp}%4N8J~4yUA63D>%&=@zsj zBi5=&PQ*(CqBg@GH+_7cL!%S~1|xXnR)WrJ4vb&kdPTg}4-b*&gux^op7joi|K8?% znRt=$J8Q;l|X`0(SfXHI#O1~ z1T>GSJ83TSigR!wD(fVe7`~QSQh7@Y(lxCC??jVgc7+{1qH->Q93mkE<(m1E(7!`x zm#S(((y1pbIf1x|cW|*7T#u1|K}=zRG0Brj2p}CP8i4>A!*np2hJg(tz>=5)79a?xg&kx1o|6$u5(Pt2&KX6h za4X5GXpWXCB)LRFIu5rWAUu)`GK1DcJJL1G0SAhcK$1#y1e!h*p)iRX&pmwSV__ZyrAr3ePvIP#&TWbpt@13>0v3PMCg3V>i{ zLIkJKbV?#Z(hPGqFt5&;kb9XOHz z6OjPZk)oE_06D~yHiUPvN2yoozc>ElLFI_Asoxf#E$eaIz|D*h1hEASs#03$+ol*X zJ%@rZ3pmG2Z+Qo5Gx-M$nh22~AsdXf0trIN%(TQJMOfb_YrS|ml~xx>oJZNc?T0Mh z2^uYkivk%8hy(2H6)r*5+L|S$0JM|g#d1Jfa}v0qI_2RBo_xTi=LkfTrc#s(P;?s* zQ*bZ|BRK?16gH5FQg41vaSUrYB#0rBi`V+9?>hil6cb<&0LnCmc^t&pYh|E0r@2e( zt+v~4laeA39g9E{^)bS$1AtQ`7Bb=_a%usn!el`b!i4CK4v1J}w$1_70WCN%f8hQR z4#6lz5D8r%Qb=>t`B?GdrDtD&I1fvAh-8h;Ed+!LQVl7SfzHaSM6IAv(j=5Kfa}2G zu&j38jh*=@T?yxeAUU`;$`S5V~?SeniIVlZB~{rVcKLlmZkK%@TFe$%@r9K2aX>}H?r8KMu>5&Nb`vMckm4TZV{r%r@Ez!0YW{xv2_Ngi&7I%gzaLl| zEXg;;pMoyQQsEGvXdjkk#Ap9>w053&2l^$l?6Dy( z+)i2EW^T;91P{L*&M2`;p>U!JQ7P-N2x6*bx8X(4av3xekJ3x;mjXS3*_-xt;4h9h zX62gFW@#(Z7s@{QzfJfxvEuk0;R}`Dp#7?P!a}t&SPBTZ?DvggraTJ*B8+`ba)%a) z=2$*`Cf`AC2t$GZN9JC5VR;eo8f`5g(Df&fYI7-~Qx4Au#ifqtaL(nEeEvPm7sZdEzXBWupwJ6z zQ)^mp0mE3aLTNpxjr$HRdHMu=MeT?i(*$&g9`IDlzeHHNL?U7dNROh?mq7F%1{2K4 z8F36SjNW$6MzBN@#@%ht{Xp~a`Hw&d012LGRG8_6BuD%!Q>o=MvCnch*r>1P@*nc} z*#7z5aWB8VuTqam47K^?uXNiOPleTUv;wD^0%-gC(ft0c=@awk{cw?^rO{~j4m5Qk zFT5EH#1an2eOCB5=v(l^b9MZf@s0UWPS*uKZ~3PQ5B5*!Rp>h$zW@7g`1uqiap`$l zN-R9GgcT3wg6z`|59_6{gX;#N<@{u5u8*~{tZm8w<{GshBgRba(9mOw9Fyf>L!oFCRKVcV3F?9B+?y)YaCv?SlXu2I02! zmc*V#vsyVwt&hD*_T`M{P7j~2KFdIhiAB*NGO-A@^w#d^z|eUkP_&+!50Llx^)gFa z&M(*FVMBsoWQ8~LJ{z8|l}@@H0Y>cNDxUXJPB(1#!GhxB>I&I#={5<t!)`LNO0#MLU4i^Fg-Oq%_&##oLe}8 z{{NWzvmHy4Elm?!qlgZBZ!>fE@EA^<%sN?_S!|FXx`76-`id{k2Oye#!2*gkW}Z1t zM7X=z9#mCC*1!u-0@RmKS!@0O_kF#6bzmLBrI?Q-OVJ(xJ^)NaW%FMK4xTuZwh<12 z3RYx3y$9|PTR=k&K+-Id<#qe4C53ANN`p*bEK=7~tB;Z9D2fFLjy@~~CoPGd1SnOw zpaU8iL}-!TdRS0dv@EEHjj^>*@5lha%wz<^Jq@_l)v=A>1MCQ^1Bo<3xjg(@=!5V) zGO$0uq2Rg7bG%Ikf_RFE?x!1G92PhpBG(04K}#@*0WlDf06``@-sZR?FS}2c(=*zc z%T;#<4oEN}&&&XFEotbHK@cKHbEQZQmL%su4-BMKL=8L)8)MD}krogZ4j2VlqN4{+ zm>J~I%~}jnQA|*NY{w!f00c_>)qd7v3^)ZO_ukBsvuXglP(t<_W}tJrCwM?cj>x_! z5I`bCCIU+mw15nd5(wSh%&9CY)f3%ej{dbo%EaiNkTH57&gVrV6VN*%25^)8fH4p& zG7%FbI3NV@NCI|>guqM!A=Gq?NRo`)2|*bg$dL`Ov6w1*x;HdPga80EVo>5l3xeT* zNm3?<=GmeenE*f{BMA@@nhFFWjy)k0GchtffC&>A=Fwf)SrL%{P${u6m$=^vQ7jNK z!!jWv0H}fh1yHAI$O)JvtMg3Uf!xuFKtv#%%+-@o20%{)B`-WOFg9Qip8!WzfRdP| z0PHrr32SDmDxmt&FcTup$E?!F0}_EOddtKJz#co8i2#-YW9%i3hS3A5xKgBs6C`j% zQcq6w{ZeVuwb8V9>z);2MO%st3n3v=VEmecMob~(QpRYOE?iY5JrYcWiW3P8h-3jG z2e8&|tyx_L1PnJ%#DLzw9$_~k!URPiAVu(C3nfp-LnjRYK=#bAF2p1}ghr%CB2sun zb782FclF`M$wQv#Gk`~XUTcRWt$uZVB#&k1d~Wr&uu z()qsMkAp-r=$7aaK@ftBd<2EzF(W0y$cS)EPhbI{2q9HEocc5sMy`FueHS za0_*+hMDK^Qh_ovYGe&i;(J7o_Q>)>#)6zEe*tz+@_b78?Dm9dLyX`Kc10)|-?%?H z{RvQjii`9J=)H_i=ERVMW|`0nSj7YVK`Hm?TP#V^qo;>?fCHKV6?6cJ6n7(lVbNnl zUY!V-nJLL*j7Tgg!d|Wfj$}?aCQe=Vm=1#SpmaxYhZq^jHBlkZ25KMx5y96|J%%XC zZ6>zx0g6bTnHZ1`Ijnc;71ug`KnRz&oSQVLuo^7`>WB;j@(F2xrSb4toJEox$d&o2 z)FRnDGc1kMk}z3FHNCE%KSVy-3ATv_w(M5JOYGqn`Yw&=;eAFo0t_YO?7#nySkoa(K-V<@6Wrm8BjUOA^!{|AbC}JKy5grVb5Y0TkM>MXVC_fLt zfM?-S>T`eGGEh~q6b}y%LLiiOLB4m24aovaB(V27I+ulxVPgPxovKO!;22mzkn}oQ zm$-<6M{N5H+%G@+^erEJX)&ZSVTcEGJQoX+^P zrrZa9pLLHu=sGjLhVJR7@%(>A%n1g>y~QrGoYpk^Wk;cNKS~U1Lx+f4%aYZlMpFo~6RrB6&e~jY~SqTJ4rOw}3{;|bp%ol-+!JVls z3Q|r1AF_S23?M`*5Y-z7f^h(XNC>yK2jm3FZur=bTpqI|v$V}z zr!uXM5()FuKjv}8{#NEkL4&{@O(=^W*bWLH&J@w|E~fWw`nJF>AQ@uz1)$QL96bZ3 zwkZ{!Y!BM{o`h1pj=jx&>fh4%hfa&E@9DC1fCPR##=%{u&RJOh9@s-G&L`mEF1-(8 z*8(JqSg?7A2l7bR6P&V|X>`PpJMyxAoN|rv>)vP>D=*XOo%`=2zMi9%h)A@^3!};) z2gtBUv&c;HP!Bma@mdsn`0BxCtb@o9-WZC|jQ%ISZyYdPe#*V}x4S(lfxed^o4`j?;mVb_thFjCj^3Y%XY*#u;2fJyb)VOYEq%8twpu~}xMS}7A=q&@sb(0~mZ zJ-*C5bY8Bs-QjXxUr=E5x9Gq42#E>D%v45v@*IJ4Vzj(rM)k9|I!I#F1WAI!2CxFc z^IzXy=h9~5Vdp-!J#wDL$7h4Nx4n)>v>S^Sk{J{%jxV1lJ&|YWduf4iWaW9j@Y~kM zKt!oiD7HD7F(j~hJ}!ZT`6WF3C}@-L@fJ-GtB4Rg#*UESDy(zqZ6DhabRYv^flP3p zMivMnls3YB9+5Okn48>(G=a;^RXaVlOOp%MYoQ#0j)>v{P8pbh!}N6|hBGlbmQJUJ z#z?8bDn|qbPG!p8Z968C8bqyQ-_nj=BUwG+f`HmE4hkyfICip>G$HB1!GV>_pqBGq zmMEk~JABs31TBXHIM`0n%NV9l&=<=$7f*a9STeWR&sM*XRL{hSrA}d^^#>EoF)^e7 zFcK?dqWzosCddOI2!IF@ks+NSDjR_lw(zfFP9K(Ta%`wYS&(z_@hAc*(LIydaEx7(h-d(zMYxf7g}8zj5nv31v>-PDsHu+?A~FL3iLnr3 zrl+OzKx87w#0Ucy0v1*=OpiHir(=v#b?SL5D$q-=L{McJ5N`#0M0VBc_nTcYzv;agw33OAk zliRBDmJ;M0kW+{~g|lRs&5mOLgd~z7Y>-{BpX+x$t)Y!*JRabLTye6*;t`aY8R3qB zOp*cW5yK%P(Xodn5F{GxlMb0Wop_#&R|t%ft>DM)3*^X*By{0H)QN*sK^3S5vbhI1 zLY8xsRX{2sC9=DZ7{FOY3X&HZy_toGFsWx?7!yX{ArVP{fut~M?=adPYaCd~lM)H8 z+#Z}?&VaXbrEVSw17mQ|9JvNDz=Ng6=p%;*I5bh!62MP3+&ef$M0m4wf*^PYLMp06 z0P~2H$4rBl;mDAu?%T0s)f|B5GL^ezwtv3CpT@qyuy+Dcmudr9JY=x5YLg*XiW|OBi82 zF&GGD@C7Z3VkSY}6aNg+(Z4|uq-ozY20=QJ2?xR<0UX*DDG4DmEp4E8GS`Sfgiy^T z!-@iAC8)xO)O510r~ukH$3=9LzJ) zrFxYl(OL-UBQcPG4MRzX0t#a5$!-&l5{gmSMLA135(b%NP&kLfhNMLy2W1jq z%{1#{1g)e~1ht4{B&|(&S9tz(y9so)>CwXbClye=1d4LE#+Xjc)j1*`9XBrP8DL~| zgk*%%yf^`EefoSzHH+0!x7->l&L@J`HE^^Ta`UQrUeyU25(1V}r`rQsamoZl9x!h9 z;JHkMYscvbB;z@@1^NUvB}eQwEXwf8I3eF$9?UD+&(m?I>#wv8k~Is;yp*w{hXEXp zkH~{jvUxg>X(lxC78id&lbp+utPdIZF%ey4FL zAW)JpF^&Og$AF%+4APNQ_5qK#PMY4cTXH8BVML?odB7MI#`8+ETnXZF_}FTL&0wjL zfW7;`q_Pz53SEW{VbrhLm)?)zBVmsYf5!3=mIBMf{hQ1e*YCLSdH)}qoQxkL9%H2p zosP@$vBM8E{s;SCaSXDTx}Jf4zCHd0;-gdoh8%-26iHZdn(F;i;q1f^kSs>jL__Pj zZQ#z-YKh9olxPpkTlf!Ude$;SyTWnJ<6wNM^KZ5TeLQ&}bBaEhM2pSS6Gl8TKJOuS zdLn_s9rJdL(>oHTv{{K0(88Gz7+@w2robp>(#9)Sc$(_WFCL4-k@x^ol1b#WLuCIm zR z-K0}p{F-)kJEDH#;xwQ6Ql{kvajBu@fZYDtl43Yvgb(oIo|Fj$o`b@{1N{N>iJ}&~ zB&;bq*xUfJlgdO)$R6v?s~2EN4H{*bKlOf2uINqT-u+)kd=7dR2Db3tY(QG&oQT$) zpBzhvkr@u>5FD}$=o76887}D**#(1HluwNNSIjNM00gF4r0~30dj^#tA*q7mP_gf9 zX-b?q0Z+IF|z zaXoP}Oc8U@6sV{ImND|68 z)E&5ja|Vsxbc{N8$u~Z}NGBj3ItfqDX?MRn2ALb63ZZf^7`B836CmzsDY*hD;_mu^ zGR;5}mn1NFwC3!+x{dB>0Aff9iiR}uBnvyjFrcp4GDkn&Y@@gO?mp8vSGYjgw{o;K zWhU*Oa%`dzP2?T_9L>%GfV1P3VgadTMKp@D55Dd7TXka?i zHond(l5L>C`tTA-#F7{Q0T4-%v|N_rhxaWK9V;=BiVoS^txkmitLjuLT7VCTAQFPi zbN~oYmP$1NdEYj#k{IETDGuyH2Kn&otVIfv1EzT!+)_bH;fF_$>;Q;KL`ov8`{N2Y zRRmTHf&qby2>5B&Ulwmq2;BV;TYTzLe$)!s?S8lOPL%d^Myb0TVHxBzq1~KuiRS z=mZ|Oi|KFSIII0C6yDoBBG}VVU0!qi|=)ppqm?*$_2Phem zDNIv_q9xA%oMGgFK?1}H2@xKSfcVa3cZ~F##9#);rGu@!n|dWm zWk3uR#1xE{=^}vW_^{$}DyE#q47uvA823`+#a!5IkZ&=H*qP!Kp}Oq4R@9l*5% zSX3NyI!H>%dMsD1O@_;{!<5Gfj!fh1b_vo(M}sR6N}h{A-gh8u+;fgg-&jOxF+x>}fqMA(A6ayHOFD)RbDZa|Rf~piquUjE z2CmKb2oZdu64J_e+&$l1=3Li->$vr3#;+brSO%Hp)?J1#4s$HM`2G+N70L{cJ!vG5 zCF(%i2@RNWDu^P@^6^F$w|{wl>u|koB-<)Xc5&uf{pc2WAnl}GD(NXhj`_M%oquux*c5XmKdoC<;#Pz@R*dYF|uXtG;t z$cS0p7@#FYz+|Ly%OvCHsM3Xon~rM$($hED58H0#=nG;djsz2_@Wh=l=7W|-?*K`? z=bl4%^yIMg%?2e`O5|CX)oTV z9s)T`0yrx+y{_9-=Ux;!m+1`0${Uc!`|I6K|JkOQ=%ti`%>WUXTiO1k{f~0|F-?I^ z*~yZ;>l)0>8JRG%Z?%vX24X3z64H&lh-AQQb%eBV~c+PaHLMiM$KF!NO4~-GsOpvkHOlW0nSzk zR^>yg%BpjLsN0vHpdUVZ<|E(-0xxJ01N$H-TuLUb`ULi7{WIAy=>>H;GB^LF%7TCr zX=Z6RH(*ps@@SAqY=o(Z3BXEDRMr>Z7B+w}@Wenkhrp{akhSzX`h$p=Ca{7{=Q>Fw z`aox;*|K0lz}Wb8fR>m)7}veSdN|EffXGV_N%EIeW1R?r@xHnzt(t)+e;lcX`ftfa>@Xg?L){j*1J`n5RRk1X%CwHDl~Oz)M@;(Bkh27+ znIIxI{Fxuu!AqN-4@Jj^#hqYRa<(rpp8=XZzJN_F*Nmj?;ViQ(lHA8un7N864Pt`X zb;EQOQ0Qol0f_XmpMX3I8tyYO3?3o${Pgnn`)fis1{C%bxC?CQebsl^dx>-qMA*X~ zcHQ}SI<6%vkwWEM`K`U3TCPWsJn%}0T=yCKa;NS~+GJ=y@7*^!4?!MdCW@@%;Ij1n zantI?KJoxTP>sxXdC93vwHiJSY_{-n65sFM_>84^N5q!2dv?)gyU>YQ#5?D%p(9Sw zPGft)6R=-14+kICJW)_RxF1G-lk)$&h1ZeE4cDA%4j=ai4WCt`+ujZpIlfy-h7=9r zLD(IHcoGht$Q6P!0-!Suv_Wy}6Du-_&@pmv064HVD`vd}5olT_0V$RMKD+@Ht&p0I znO-B6ppXY*AZeWv=rA8{EEEjkQ{WZlAiNQNOYuU-Yq7@-FN_wv1Iv)PXYO=3ziE*c zw+Ug*jM48lnDPuGfW*l`I@hQx969=HC7Q-B2YtMYnDj~=^4Mu_r;lX`k02n-@V<#1 z1wy=~LuF1Nvj7MQ2un`LDi99g01W^#EHROY!U;1-AYFhfbC4&-R2M`FOY;O|EJ^~I z=FkC5z!4EBlajuMp+gFmo;?8(Ghrkc!0-^{_!^i^tO+&JIwYE~Rs=&Ep4MPA@}V@h ze{-}G03?PdCoALI@@}&|0VYQ@1MeXb60#vvVmP6v5FPk=~3AO!Rg!M_k|nb17VHy~v0ZFDas z6C(+~c2XQEoh_s!2Vepc5OGFlj|>~a@8Z-uE zU;qXZA_IQy7~ZQwil9-j3R;#&0GDN@*Lxm^F=NRvFr;7#+UqG}a~}yt4kd|;mV2}Ohj!Q5j+rU(mhMtU?x00?)h0-`w(zM`KnsbE#+mk!tx zy3u5D%0urx;gQH$10fR<7*YeKfF)p|!zmrpX#totA)7YHJG2EFWIB{Uh7?NF4A$*l zIW_VKH`@p96P2QJ)4KyPN(7>1BmzWYKv)j5LC&klj9s%s9y*>H5dgHnObW})#B^W? z%me@eWI&IM2(t)UQ`O*MfegSfI*tRQ_FE!}t}rVacEYb1qwN^vq)D6teV`YVB1q1! zOpu6({}!uFLidDPJ#6IBwA+MD=h#IIfRyW>6s8;t#HX+|=_1o#b$VgmtbZQ+Zb1ke zpoKZ?rvU^hUOBLE4$KtdfQRP+*i;ddqbYO;nBVTld1+KZCnaZSo&gy1{X3k<<}oJQ z>ENj;1S}@*-=y@Y*O9jfAU~mhQ2+b8{MS;h!GL}aABI0e-of70sYOcSnh}{-h&}TT z9$qSR=QNB_5EMZZ#R*VZW|vFY=zLIW1}K&FxEd)4g|mbzWWb>C#+(2d0gzuc-vTIF zU>xxO_kFGKk4Wk`F&AerqcpG))F^yEU4mJYxGTGRLDngvcGqq?^eR%y*=>Wa6P>Dh%87lH zcuka@*+c~T?8kha%A`CknADoV-f=~~)TiI~$LPo8ye`AR{h*`IaG^--cBm}#&=g@_0@&R+dpZ2}?T^rYruH)(6Ve1SkICD7UGrT$PZ1U# zHmp$uB1BI3<#08;bUO7qeEiz&?HDcRe1WV;T67tM2zNx1W8%SVY#v@N9U30M`C||AM|p zb|?-3i_}6Z(zHXJ%Woniwx1VDISzl@ytVal2>u~YKW6zZsPDtujkofzAE+~KWIcm? zzHflL0qgI+F+9d&5+bC1dw>plW{2x-?zjdkmqQj4+D$D8fIoaxy!Yc5s-Hu^{X@Wa zsDJ159}zKNfJ4o182!k_w&%$uQt(G zf86Xpt2FEVoFf|fwi8aGh`gcC?hW-emAUYHA4J{E^Eq zLhj{>X;ScM*#X*|A6ES~ma;E5!~3b_r4^FDqw_q_haY?VY_9}3DLfxznJ^~uz$5%1 zN$2QkVjwV(cMKO)z!G|l+-)p^K#~k*`9OEdiJ^|(P=zZfP$3=$?mot#iUxb+9eqxI zMiSMaXpEjYVC-NUva-|&VwWO~+eBkkg5cr$Ajk?IcDl)S)w>lOK6{N2DpQH$hDRki z&(&!96ms+y#~zPiC!rUa2Fg~*E5flI!+t`gAoO=nvb>wN0>Aup_0OG-w!Sas#cl`u zCC~5m`QvmWzWwpd{>vr*Z~Asw{B_1ZKQiw8%|4%g*iYB{MgS8_Y$Nwa$hGy?LuRx4 znvO1EG&p;m9y70S-rMlLy(2Ak9@NJeKKMP*X?^!)^xZz&aiv`AJXgEJm&a~A=F=F{ zr2|0(5(#zWCL8ic$Y4i zGnHtu^^Ahw)a7Vx1QRP~2iplvsmq)6V|1oCRTCKqeY=fE+_Zh5T9dbGwEB0ueZTS)%y8$Y|5BD(4Q%b(A6diMXIJcmR~3(wrW>&a+sx&S4=+N*Lf6 zeK<+cvaCnq^>!Q9&Wqw)EZ4!Gm0!a>Guh@c_SN(+DRpT)yCrW>w}4g#PPjYlBMQO_ z6z-#Sgs!bmbi#nfcuX@+&sd%I*3*{$x?vk)IR}i}{C}<5Fs*ppgWE}Hs9XKx1yD@hd(fS;^;D3 z#qV+UXzkb?Ktz)m1%dhP^xRunBi3~C-bOz(kASm0mn6*Y(K028Q^*a@PkO0uY0RUJi6VmL^Qfn#QE!ewzywSPnFfgzAb^~K0mMp-0UW(WM4xJP3Fo#{ZhhH1*w_SACSdUZBOwt$ z4nQZZv`}`>pcD?rFcEaj<1i`{26_af12RJP9HFKaiuv$l46@ zn1W`s$7e=F03l*#G_Wz!^6{jatQkVUB$2$2kgD%uCxaM)T)@x|qk#r_Kb>JX_MME1 zc}=K^8SuAncG~EDuWRq4+a`F&V*v9~p6G7r8Pmi7@_N(5WQw=TA}a?R3|M21M&v=z z8RtFVkmObkylmolMV<|A5POA+R=xm33+sY%$`P@Iu+w->mid+iwV-2N%zs;lb30 z$RSVJa>!&w5t93mAm{Qx!ZK+;Ya{Aw0s~aVM~y3ctEyC{PGSHAG$qZJPx99?{uKKw zW-0m(e4_nv8n4D3Fa$^gd2}9!hAChsBy1jgrV|&Sbnrm-cs)_A9d#TWEvTn1o6k%B z$;VAJCtm#l)*}`~9$( zvo>GvZ};>3B7TXjj=NxTS*68Y;nNcWP2YWb{`=dzXXC^ChD+A_bGa_}FZPy6m%0>T zgCOpc9ynSUvT`{^kz>BMr@waoFrXKGtNa#+$NnwhZxP=giVxg+c_Tf@f$3!B^icY6 zd(dbJfOryk;hY`Dj@K{c1Gv%tNyk;uaDa3=g?xJY2vsodQ(6%cWtnp1jqF>vKfBbJ z?+7F0H+}iw$3Di!`s~Eb-VhzfOb1loy?(!phwi_Q?8jwo=XVev<@)i({=CwFtfRf7 zya4T?cRsTp^t2sGo={(|^Tf-x_M`n}4PFBI=p+1?<*o2rK%)Z3y8||yf2r}V(4Eth z|4Oplo{tT5n96`M8btt|P(Sj{XP=+&bPwAmTPt2}{rQ0xpF2K>J)dvuc~^JH5%tzn zf6;EzaKyCDr)^dvr)VEKZ+YCb!!j2-^C3Kj@X&Es^qziHZfh9@44cEI%lCNvblm?8 z#Ebu3-QM4y`M>>cd#QIm-cGm9Z`(`aWP5D)b)7*DNTIYsTLmJt&<9nv`hT=#KIW(U z{yN|Gms^e7G0MFx+vjon(!JNh($4wzj1M^8^b63mwo>1q_YyiW1dTiX{POnQr+=s0 zkLC2IciS(p#qsWo!TRCTujcr=ygZgC>i+!JP7V(oz_++O@0ai1`f0mzbyPZb`t|&! z+@78uPxU>)eEqWd*592TTppL(*;w_%=MVq<`SS1dSnA%p>;%6o?fJ4l2OM|);@GBy zS)n=d^qp*Px@9aK=!*XDZl@o)zG_8w;bn-+8x@V42U}CLmTd&7s$t^a3{4v_k z6ZVx(m-YX&^ZTEm-9Jo^mzUEoKkM5sba|gI|KM$l(@*j3h+PeDt$GliUA0Y6FMZM- zw;VqwHw?>TV}-rIuP6HX{d|evx-QL~`gR^S-GA+Q^%Ly*`+GS+Ke9^lm!u!O{^NeS z()08E_6ggajz;&LAHVYJA70|i?c3j|e>ZP3m$z2_{JQ_~^pX%?e{Bpk5^X;FU{x5H*r@rpQtHi&*u0Jt#zKJzns1`oB-MsSArVUIysTd2i1k2K?(NIOGEgu>SdS|07Sgw@jaY)cGay z3bDbE=e<=hO3ti^hWwiSh)12`zpIauYmsk_-Va!iNHLRM_q|PeI&;S7f1&;}Oz;V~ zyur#ou@e-+^8h~bLCc%kp8`&{9Cr4kkAML127bPu{tnq&|64z<9!t<~dVZAoyAiLP zxzIepH1>`__55y3FZ2F4G-+KsPF#TPF@MRY&mX1#>A9ZomGAG;;ivNYrzbh}e8>C$ z{#!%*tW^Hq@`Y}3k#_K3zyJI`8|~-$?fr+XyoX$Dn%cXkQ~Efz*uMz8qHr%C?{xVR zaehosKXa_-znsUH==all(Dw1upZ5M%&Tl9Aq_02ArYSGRsCpmz_YKWZ6B&bRn5-{}uIfJH?ZI|Hj{qaX+24 zzx?21e~O=7_=SIqohFK9dSJe(o#*k-)8n6S02_Cv+k5+B_dk5bpXR4=8Lva99)jXX z4Zr$tEuSvmeYWa*!GlHitT%vMyj->y|MTJZQTaL^%j63_*lv{D z`1Z%?!rS9llJeNk9N*IQ^SAV;RzKDwr$KdDUkN`I&8L@pVC_+e&Ytf4%Gguix(5&tQJ8q0=PGX{iHn zlQTR|<^H)-eehq*w{Q6SOI&W-W8jba-KKu_4NO`)PjBVJQ73-Rb#$~*h{teX^k(FT+x&!wJh#O=Br_p<(n z!&*15c!r*Ed|oA==xJxD%0k1&BgS2wxxJI^2YmO-umb}`CP2103LNL`)!uK%8yAzA zIw+TCoR_z@o#IlqR<@&>6(BZ}2d($|`Dx5gO9G&wAE^3t;JWE)&|f76H8iU2GWVKl z*XO<;+wdx5c`;crLu`Y%1q_(J!#17#asl;reZ}m42M}fm?W+f$`>zL zj^=X@KB)Gmr?+Psb2gqKRz(zTHXXafo+z1tXaF5NkdUWzHRDseOW=^&=ch59fXb4% z?As9sXt7$uaNWj2d91e2eN4YcXbaRcQ{;A!LF&Vn{MMMnEv4un37FebuHA03c;z4zG?g@F8bF@j%2(CWmYmKKuk% z(4xc{fKgCO=G-h(&H$82-qD@YXNRdLx(@#e13?Bp8|TJpu;iV3MJq zGQInP*i8H2E9jcID%*>J^kj5n9sxM~d7#N+_AoP|A(G1Cpd$!u1Y~9c0xF|uWE^8? zr&0ie86X2KT?Digi%4-65RuGGJG^_uHch|?0GP}|Ldgz6$Xo87;RvaTvMPV8%JbTL z0F3cESE!R@x2$A)4n{BIry%fBj-5n!16zyL;N)zZ0dJ;s$A zE|DuLz?^;=@QY#V8G9JY0Cr|ysdi?~py)GACX@YC*Nrt7|Vzc4L<2(Y+-#^S16`w!_fnnr`;RbXmn@7 z8BHNQ6VJS_FMurLu1}Sb^`~oiS17?UeBXzarIH|mpK6i$g#!%OlQ?i@AWEQ|rqHE$ zEWY{IeyVXmr${bDOgo@Bf6J-qf2Fri(N{_jl|ht9!)Yx1DMsN(DkVsP=fsoC=a6yt zKbEm@8ir4RIe4g7-?zUmlG+FLF9Qm^`<=X7dAgtTc_pn3wa_GMU`1y|EIz;! zM|{;~j)A~sQ7wC;z(#|lUF_iFK}5dJ+`d7)QEngzy!g;#UkzQIPvW2T{9@cu$yLK7M++Y#aD@)6F6DK?*NaHk#H|mkX7;-;j&#`9@~E`_*nAC z3lj4Gi`rl0{_$~{4I5x5fP`eE;kIwvBwmzMRRShR5DcE7T!d74D)Pee(bs>c?|!Hg zgKro!9Jf?)mlRIsly@=p_RD|n-tmZ*AyXmNun@p8Pm@-lqxY>MGAZOJ6Q}p7L;xjX zpmn&{8anl)iKkL8Iz2JXlmu=VLnzDW*ZlwsOjgtyrj|O{Ek_P(J!y!F3Zn~(KQfXL z1%NXV0GL%lLNYl5AORqWfK`e>?e+T%Run|%IK<*BD8=b?7GLac`_)_5a1G|1|l1SRVAdtV0s1qf|_&i&h{cBxab_r2t7S zkyZ}`N)X%uETfa>goSvgM%`*XQj z({a@PC_Zw_(uox#kM`5>4%v?$k=-DJ=A!Sn>%X!o`gsllSpm-NLH3!)2dZymriUvr z>h9QLE9>g7z!m^gr{s6ZOBB!$U#>YBo^XPDxeT%cpI_p9HABqP$Du)Z#{Y|D32J1 zG=O>UhhTpx*R{yc(IX+ckWvzaX8=G&{Gp5u_Y7b9{L$qWk5}0q3iK5>$mY5o6F5Bj zy+zdpyZ}z<7(1k`fJ;9nr(RL#_-5p_&ta8%n`l_yIJZrEOj^{0;D~VT*PT(e9y=LN?w2_k<9D3cN>)-a||JC zQ1-DLW4pYgIy&xT1W6G=Qjt;TVY~-~0Rj!wX53v<9RMFj9DMW{VDcWm*Zihsx&%xP z2;hJLgb6cdq@^Q#wTdPvAO-|wLKZ|J#H2t-0JF?+N12p3`2G#CIXa_ZeRmF7+u+sg$pqmum`xuh(H{H zF);lw>MjmShT({Snp6`rp2R4I4bSwMNU)r#XxqLd9gKo;cH6&7KDC569a0cbjR2BF z3y~U8HU`dghzvt_KoAV1h6VmD$@`T!HWI?o2i;j^bm?YQY^feY_6D^d?j`b)Jd;d_ z1M{cMH@5eLo{<5;NgP4}kf?QQ%bX}QbUKg-kn@;5AB056Vld2+u>yb(#4!j#f-@y^ za>-;S0jwH@gB;W2D@=q^5U6+PnMqU%LgYvuQGqwBz?kAm0|XriltJ|HFUmqmWC7_& z9UCCX-JFiVlnl$cRDE0Ybev*1;v0>ea#z4JrtSoWoj+w8SJz zrU1&!CoR{<*0ZzDsX9E9MMQD`^OS%|2o(Y_9XWv^H^TzJoPd!4gv3bhYY~X%0Vztv ziI#{Y7_;=lqk%S;=-ds5qcs8|rNW5}AZh4E0l*qYnUM%dndxQ(gGr|IYo=mc0uNZ; z5Z!4wWF2p(fu*-Wuuaqn_3&lTy*?!n*)EYZdLVg5q)M8S{2O_y6x2dw{cdG60Y@ih zc1Q~cB$C1&sU0y0OS<>ALmUi)Yk)`kSJW6VBRghV;m#z1V%idyJU(K-8T@es1C#00 zp)jO0SLyY2Iw(PL2Ap=wHX4I3N^xVTSl19SyC)pzx*lg3DJg;o)Bq4k z0I|0ao(YixArc^&65wb@OMXeZlMQrIx5A%ix4ti_%%qU%o)Hi(;jFcOt`)GO6X%8d zyD%GaW!WcxJNA9ZX46ki67xTx{PU3iRBuQGnr`kH&5%S(omAUw78I{yP*GO6WXyd~ zPG5M@2-=3R1V-xU6IX}?>zTJ{ujxR2$9C7~{pIg)7{-+{XLuiUN$fqm-maaNeM){> z;KQujLvDlnmm%PTk*XtXy#*UO6u?T|eGo_{hb0zPnPSX!680|{ZTJl$z&5&*rS>I{ z<%8Z>;jlHERV++UN1`%ph?gv3)+)h;W)#A%rwBQa6Boh=`U~jXSw|l z&=4E(>TS}vEagSK7@d?E{S~(_v3%D*{G+|N_kZQ%MV4t6rHnLk_edx*sXf@4UD!GE zJ~SuB|xgF|}76k1Vq-1;$!3feNr01Bhk{)OQgm;~K|bhc%nm%qJeM$JIP- zhf+Sk3}enrhd%j!k}_-IWK-`PSp>82sL}j)nLl^@8`3qk5MKl?#6JK$P%scJ3gEfW zH`sr|`_c6^?NPb2$VeARB7o?mop=aJLDYd3Mf8-@vnCPGW&NR^|7kz{RzG}G&*0;p zH}gk0A?Ad+;52b{tX;eJ?X|TxtW*fYy|;lWHocoxAN$|h{qs7V31svemR-^SyD$Pz zhMX``jOP@1H=UnO-^|N9!P+dSZ!%iR9henWX_^WYu0>apkgF=5j>ou>102|XpbE?L$|Ig0+nt)1$5q4Jv0 zP`G(Tc<%TUQsumo1@^o6AYY^prmHG@;7B;e=wVo<)HQg^WhETY+b>Owp%G$OM%H5#26$NuMRl`sCGIN{^XWLP<)(S+08!ec`@ zrF;YOH0VFp<4s{Ywv_SnG_7MjUy6_Mm=FV3PYO(z@cis_mGY6x816mEbt&`7Rqu3t zjtn4AWG;^Nx@SW?Jzok>5s(RGF3Om2DB^|HA9Q_;5XLI|cvOHTM0(KU2%Cs?(<|nqvzvXD=EeRh!gXI8wuCVs-;|(C(i0e#g2%-R;geP$0$V1i0NgLxZj#X zra&g4XLszu*kgS*k2rRBM*?P|FxcAL8P)RATix$vj9p55*2i+W^k25_hn-xeAuV-7 zW^c=rACquI+{}9+TIPusA-3`Bz(7Qye_IR@k%;mX2HAHjK2@n{gEGSgbWUQ@;xHnS z^IrW}hv9^1RT5?`7-bypW|H9Jv+ycfBb!AlQH3}d*ez_pvCSERl4d-Hh>(`U?NAaS zZ`PT%r|I}O|NEom(Ib=CF(Ul%Od6i@5&e@|Z~0>7H#R>ofA9TgvZ-4V22)J;8#FM3 z&AG~)UD<0Me)!>mfYisJwV!F8{kvP9Z~Pf5kNHv^g}xc^Nzo^`MDxU(LB>$h0uW*D zK}ZGC%^`)ADKHQ-39tao=nzBtdW0uMe1!l7Mld6BkWzS0?;HUc;Rgs%EyMT3BV@P? zL@PVT`dM!y6J$+MFt zW=}CnEFfNcOB)UtfSG;60R=g9%4CI{GqO22V$?uU*?R)|KoY2vVF4<{)$ON&5D_I4 zzJ{J1Ao}COGY9#;%Q!F|kUjN6a*F;3x5K=Gi!-uB6o!)9;St3ogBnNzQ)EG$D7!~> zFF}qnk^-<~u8NO{^oV33s=?`LmbL(33IZnvfMr@{QhMZxkR*&LAlxWj+3S275Xk7j$wYua31|QSfEkDcnO|w?0EhqxIU)_bj!q67u#y-vAx(vY{YYXK3UbFp z1P7;tBV82>>e*%Vh%vq%M~!;Ip3J~uHXx0Rm?V-i9UuT81M{l@2>WU+@#{d&PN$?a zXpx_C`{F2Dqya%zj;|snItB@8VJC~|ErFr3%xm?WgqgGxm=IUVNEoK~9UMK9Cq@QO zg9r>n=!pTq2^>I>gCSKo!qUwW4G}Uq1EZ%OM30CG7=s~9VxRr^lKKb5A29eULOjEu z_tM&IWtR~rt^#`CeZ{ok(Qc4s;&y}!A#$|ABc%b49@z}gbIaH$4*{m^F#_#dRsQx`>)umJ=tN{AVhu5B7WVUBzK1K4Q;|}1LSD+a z!sBQ2Td5z9OKE4;0=(Uqh!lT2@nmF%B3!5*zGtB7Y*Db?a@^haK}n)S)I;6oUOyoe zn$+Vn-Wwe=h@v?50zgt{SYRZy(UUSfsbV^id(C73j;udkAA1&({>cmKbjjE#t zE@$m~jxQ-M0UwV1WAUHrpp&jcXb&S`1@Rm*t)-OhZYoB3ux%U_ykIRuks6{jl7}H# zPDB$Dx8punI_P8=i~TZr53QZt0(|r{uddieA7g_QDic*1tt)WJLR#(oG<+SU4?3C} z03ccNt=Btv2d)vIbmJjp9}V`A&8Tsm>iL^{7o`E?Al{>1x~LduCO*DIf5y`b)O_I2 ziHDXK#c!r5xllp_i;O`^brP!RSlFjT1Oyi|>Itpqt^DnOpQeeI=SNqEC(cZX2vEohUIPdjpnS~sX8FaV0eD~}&t7532OMu?fgpVP9!~$h<&^nZ`2i3` zz>V7IJ{apHbn1J_^%t}i_G%+YUy(xe$;;oEZ!>)_6t2Tm$t^R|Y{j*(vh9`2Em z5Qan)$wrjOkSU=MlyUwsPABsN-X3}k)H>))BES6RTmLzrTxusmp0KIsoz4}TO@EvNNmdspYbeWA~9$NQr_E%o_SQ_R)*zh(Y|*bjF9 z%YgqrUzX_q)L#E?z5hfv#(Nv||0t>6 zj`T4=`abnhd}u(FsV1Q303v7hL=bx7rHum+>RQ8_?>mH7Em0N#)n$Pd#{C|B6zjkh zZU<9GEmqQlv`!q9&=U)V$#94fEhDtZ3(w!wKmUoUXO4sR4Gkoz)G!Fm(?rn49*u}j z%SuxuxnI8wYc4wg38JEm(c*RI@4iJ7GaAFOG9ss0w#Tv%02ndPC-+--ghyw;Hu*Gc z9(ht-5e}q-MY5HPZv=Q?M1%#Qfm;;k%=GkRO6JTANM@O|m~Lo{foRMi-nxN9=6&3N zGx=gbg=VEEcGC=i4S`4$6eFN>xJ3ZFw zI-5>ymR%|iSy+4+9NScc09!XN5o(qfhuZod-IL``8gh87K!Zra zN5BAL@N{=V(91mB9KbUJf+dxcBywv=4n&;92^4W=L>trP*W>RxG%J}B@gPb_!c_9&Mkqu`MFRwf6CzE33O#cKP{Mc;*pQp) z)|4R;yTaYb&?si=RnZWdL3gMI6DGKU#Q@}B>4dB6YwfbTwMuj z5AkpSLxH)JbHjlI9Y+QSF$@6eN|7r}7R%vT@L0$|*|*F6&hVaxXF4i}a0}_gq|<}` zz|a(k5i=8FK=0DwmV1o_!Ytg0FVSIEETErVJ$jA1X4zW zyA~xTac|)X20DmjdUMY*0Wna3b#X)^G-CxsOmm8mq6P#2W;xSoJGh6IGP4$d0U?So z>`kXxOF4#jvmyirkV(~hIApMyL%2|afM?eMSRBC7vo{HwqD+)cnqwp;A_b)}AcaVt zuYq(2xI4_$*GvSsC;n2x_KEHa7;p}(1`TtY!uB1xIdupEVie&?XbQStg@Q#oWcR?{ z3kI=c9Fg1%L5T|@b3k~DiaUTO%}LL!y?Yo0%(>vN@9)P+r~Q&>WBzMu`-bO030s)@-P3#{Ur4C z3+xfo@mQY@F4<-Bi}G-m$Pyj~>;$He@Nf@vCtxA+3}#})DM8Z7M;}BysXC2$uph0YK-soxq6%c^FIhU(!#+t7(b z2?0eUF{EgjWDj$9Ow6w#ig08WNQyDAW?gtvKpk#}#WE?ges%7#SebN^DXow0*2lE= z7zhm^?ma(uE~MY9{$JPa|9Rja1euQS48B+FbnE~>0{_3U59r3>B$QQ0f{pa44h58; z?t#(M9K$LJohjCeBp6auU|?s?b0{+pwg%S0;BX^~NvDoqG*)V-7#rFbT6Cf_XlmIfI{kB06zeVO?CLFk2RC2D-q<%lg9Y!pN$oEW7!^t}Yq(aN&LotPLD8T^RqrEdAMzWKEW( ziLE_|$T>$<&CK2ZAtExeGApyXs@Y9638Kjh61?W)@*#LfGz&ztPz1YCLq=u{|KRRs zro%ZRvIkyxJb>OPprTu3ul0Qe9Amef)V8X8w_!53^|>w!`Yq#zX?1-jn}lpc9dyjO zPupqXR^Wj#**Tr&`z>}_R=Ub}Ssy9)%o_#?3zv&>f>&7p<;g9ya8GL(nblS$Uo7lVeMgJMt{wJkTX{?(@;q6OgtQ z*;#~S%LLDznUp0Zm-;K?#-YjQWSN-2ukLrb-YQPow%sVmOjFxd$`8x_wUJdybH;2) zq3lW{+T#ArU;gdcXp{Op<*acfXLe$DvXNuWo;2UvoMwH_gNtNTI;v_5xBl19u9Cqy zSZCXG(RFVw=vt^QOO2G6M#KA?2xnf*FU6N8=R_eiBqS?^xM3XW{E(zEKX}uxS;Gz z6A}Q;AfH8|Nm;a&C-3WlEw{72{43jjv`*Z(%6q1zc%~;8;+46Ip0`fue>`IG$KO*C zF9Xt?KIQql#UADUC+@nV9on|j>8Y^1+uAfZCP6#_56YsNAD?>R!yo%T$siz}PSHdE zRTMw2|J8o^>6uPczaO%e@^WwQTm1cP|9_$UypG?{@#}KFdH#64r0&)pk^4Qyj#9?i z4+ZU!Sv-pivXDx*n6Sr#pS+ye$K>KK>kRFE4(uPt*iSwz>itN+-j`60(@}5lpU)pI za$0PdN#ut$yT-N}&uQTvW;b#hdm^05x=qcR%3-}$kW0HjX~$9)xHP_T!18Zb}7UZKK3z#S=XkVFh~EEENErh zLvOX7Q{xz)InGVo?el8^VxGAO2*<2Uh4b*ig`%`s%9!4?thL6Z`;oPG?-PepDy_>> z*5Z!CPS>Aq^86_0`ROIgTRZl%&HDA1c-mREwr*uZPQMGf-4Z5s_hbzunf( z+ep!%`*i+q|Yv>m7o!15thVJO1zlpMppxetn1wpTj<TC_@p9X<~x zqNY-m_?KCq@0U+`+v@&aum8;Y80}2BrA^nEoP~37X0CHvduzPMnN;Uw*_X;0VloE%614%>-P=Y}W>Wi3BTFgEc%j!|c#B)^h zL{?!Z9l`EfAn$uw)KXZYNK$@V{%E*tKAa*PNEjl6B#6Bbr%f9OYE4xc&^eJKnz~SC zW@a#4D1(P8*dQEHqV}uS)if89J5rdMx722LrBO4 z0WJhVX4nrIgXRDa6CXrCm8kGTOF?4JVB%6&?L33q^<8c1z*eTooWLG86aJu=3_@sf z3)V@)ZD<5}R-y_oVG2hGPk}Wjbz*=;grS@h7HLBoIY>a6phQL@6OqIv+`nxM36Tf} zh&e+I4~|L10D~rIWS&a-fntv_F~DAwK4pS@BU6o%{%Wla;Usl; zf)WdZ85xnuNd%^_1`4D}f|7%k$_AC*YvayE=aBoUMWMGPA=BiH2< zY#|~kjj)9|rE85?N|YS+`0M_kgYS3CRGLbXflBiU!N?aRk z?8D|rrdAhXHH$e+Rvl)Z!BV17j?THOA~BM75)&b~W;*8(y0blLBn56-XTXIcNS8FoPqAqk8gn>-_^}HfSajHxQ9{?qj z3kB=sOd->Jx^h_(60nRZ93n{8S=xE8Jeb)jr%HN}95kMarjM|0)I=+l#o1;UM>k`T zICJlvtP7}&p4`pb$cp4bnUVy!XXaE*D3e@B3)5kAkYg!}#7a~kY#xOQ!^6chgC`}5 zF9jy~bC-80j25N`&7&MvG9{6+b@}L}S4#&?GT7uraH1;CqZLxnR?!MPaXa9-@Z!Hr z)s(NbF3UpMw5O6Rb*HOc?hhyByVo-cPXxxBKLN_*VO=oTo(PNK~KHCuK17 zG@uktIm98L2tbn%B*QIXA|$2Ky2PSj<0LrLvrrmhDEcM<*fZzhOC>Eey*g40ajm36 z&f#wEF)cz$EI5Jk{-<}7i%>Rbg|VhcQkl0ix( z6&fr%*5E`5Q&Pz@;MR^_?!Bz_F>my8DYq!Qf7yPlY7vX%A~;}^yc2Z{4}=zR(o6yK zH$Ox154av94ii7!T_}*6H6lOsjXR`pkL7{#3M?JOw@6C;2tXlW|G?p;i!dc&6eWXuS`= zG4@jALd#mYKM>SwP5`_tRG(-sL{l?h5&J)piW9Ouhbjj(PWZz={O`KlB2FbgfWBn> zd&#Bwf8(uk`1Ik-b^Qog7{7{6k`Fsd@|vnhD(#7v@1U2O7j}|mAqmYRhthqjUHQJ2 zF7OnynTI{DGTg=8cVH3`h;3$qrEww_|0&0s+sB^Oji+Zx{ye*-&$^{9%gn9YR?mNX89(RkT{BXa`zU#3)N=kH%Xh)fMcYa-{?cu4Z;z-Oe!rEv*AAVxc8mR}u<|tG?UP#w_AS@ zrzg6;^;Q+caf*3r)0U`??+}kZL{|;eQ#Nj37g+4qHFR?r*h?g z-r7>N(HL<|o574I?si%Bx3&%?a+Lcm`fD~=Sxb|K>|vupPo+G>DMNWQ$Po$4ID~sq z@i|s5_d`38x7VfQy4M&%+HbRlUs)D!zGFz(*h}v?e4OG4;`(iKk|`O&1mJZTf+!`U zq%%z?ADNL&lgI^NiV1NS%JDdG{A;xb^B@|Bck@I|$!|Am(F}7&Bt=my5*wAB85$sD zWl}AaM9v~0qF~Q&RdrAjQY(9pF=9?L5L*TTHjv$ZpY|@{#D87-L^Sn_#23vds-DI~ z#41{nu*yJ&GaJYOz?j@}WLae-k70ROiTHL$Cazz5uBW?5uUJ|;gX^xBL%QD!Im20k zm_2+T20a2lz`dk`*IB?|PAWOu{qrKb3W26c%#uer?W@;ZAOaZubu1KdgWV^wCo%&$ z6G#e9lbC3ku=Jp0%A`ytW+IVhTEd2=ADgE~2EWB;JM6B#aY5GEyWs4TvERD|Y^D(J~rbDw9qk@F20= z%Q3>j$oo8U6Uly9+M{%6ggYEzq*)7uI!XDS=T{0#N|WZolSE_GIa7NuM}Xm=ghUp9 z6cJ*X&>2e-M3>}}d5m8yjER*_8Wq75UWjm9DbPubWz-60KRCnKEz>dx+=xzWQq)zD zJu{4mBqM_|I8jCFEE+j!91A@}ACyReFQgN>!eJwgRT&BtrdCnO54R(HRx)KUd8Vab zNL87bL*W+0R2hy^NDoa7puw)EyL}OWK+rUTKLPS9g zWle_Xa5P9lixlPzncQYk>=FOe`HK_n+tRRWj7naZP0K^pNBy)Me<{~)40PDLEvBfGq0H5t+@sYots58IvF z-kZC!xi*)j;H7{#-iK!h5jjhBxtKqb@N83#TSfrJZh3#uy108X=kl8*@7La<)Vg?R z@FebcUz0B+6tor6!coPl44;>|eD!gw&Q&%XH~BK6en{Ohe9Ug0TWWB1)Kpy$U6;!M z_Cd^BJ%0$M+-kkPGkOpm=|Z%SDzE9%3B<+eBOeFN|5(=F#p%C$TOR)U^E$D(#LRx? z{IK%texba!Zd5!kAYtv`4wFP<{)ysK%*B~gJnS`vH{BrLUF^;ZYo(t*Eb&|-lW94zeOqO56{^@;3QO|ZUGsVkfv>I zaIx> z=ot@YK4pV1Qn!$X7-XM?JafcML!o>|yv$yxjEq5@#7gcDXP?AFNM#W!LRzKH`g=wf zb9kX)NgZLx#gOKqMSv06K_hayyOK;G^BYE`B{!Fd!t(Z73YgU*J;Bt9FT9s}{DfSzZ;tb$f~Y)9D^s`C6Zj8gL(3O`cDK`QeF~H4#@Ef4Q+7LJxbs=;cWUtoIugLTT2A zIEf^J`CRmeDl67FbnYKM4~E@;;w}gNfzi$_`j7vH`dbd9NeV)_$AVa^KG)^k#@*~M zQy-aDR2MF}oOpkjAA*ZnUBIY3%bf4wwRwX(wa#vkGWvKzkh`cKdoac&F&#S z=9>*_?mV-{^kQF5p9-9jkFh&v)mj@bEb~4Q9?Y2(M75McMT}%d+mLLTMx5Xhm0FuxyazPtv^u-RTVnD&$>auyPD)Z;L_t1i zPF9Hkbr3{IV8PCoWDyBFMKZAk2Nh$m5=#u5Z6^k!@g$mwAgR%4lm`!%YNY0?MFt$a zA-9PuOH?HLlmVn#~4VREg-Wg5aPtuRSWwbU491g@+E)zK-lZS6!Q zEsu;lN*y>IF@u>j_XC(HL8>VPfphkS1A>r@ZwUpUGe#9dm2m=h#)0r0th0#k5~JHj zU?LDAZ5OzZReVeOB`66hMCr_#oTxm(2?le62BULy?hnr^##{Bfu}5Gb@_QuAO+ z)G+R$&Y|n1oP3Ltkr6_bD`&+#C{5`Qq2!oK0bwHLLR`5Ga$_5u9t;(6!2r!&X77`BiyX)l{HaL!?G;M=xN>%Ak z`6UsSJ_1Njcp{Sg3g1XqNb#uO1|tg@^TBV#y3{9;HXS~uAX^dY?^TvWn+%hdT<4@d zj@BASB?RM?vHA4ml$tpMlte-NEjL;SHL>&@HKPg^r6j*wOe52^o+N7wv;K_&MG91> z`h-ij*k^(qHHaOODB)g;R^@NWb4MgeQ=u__=2hwvGy8~}QfDPj)OEY=M|yxnxNv|y z7OwVq)s3jNigi|uLM~h@E$?9>StVO>M1T@v!J9*ZW`;Yca1ww>#DhEVgnT+;AM^&E zij(q(2d;GZDI}OWn=zK4%aM1wrogle=uAWeD@2J6J|mIwXWa;)%$K2^uW?5WbQgp!L=S$!Z}bMXHtZ zD5t5H%kjtcw%=>ix}CcWLRVQIe2|;baU>E&YOu!A-a0mwt_kkfCjcRjCn>&XQ5g2VL5rtqP zM3GgMh>$@}S|9CfB>PXj?p9J)kh1SH0aayEvK5q((+;Mt zB&_8#@lUU{-S}AIV>#`z{y^)%%l}=<|9RhM&D0K%&NgQ3rbmVE;dir0`V{gK^ydDH@J3Rt%nq8; z245J;GKn7ZrN+9|kb1vvp7%v>AJ>>K7Dw-fjJAkyBxdH|({I2{7s7rZR$*D<9Oh&6CE_iArr3s&%q%GMnfu z#bWlbl8~(7xjwI=EY9=xPu>4T>61VG=5_sLJ+2&4VDJ5IU^Qn3FM)qsNem%_*jVFe{jJ+X=6Zg7~nh{9~8@pT~cp+{ph9cJbpij@Prm zB)(U25A!aO3RXi@lWF8O)p2lsOliAbgus>}NP z<&Ihl7X?k^gLAmuf*rEB?PK@wmBk51_{@pe#S21YPCil#DcL~e-M5l;lcw4b2PG+K z#@l@!Egb{O?_yF@SmL?%%rPa>jZx=CF{)lGR4XH%;*kw5*V@&(|x;$~Y!G|F|MzEJ!@1`G4|88BPAODl*uQdN&=2O9cC}01{KmP7l=0)iT z-M9D)rmB7_rI095fT)y`f!@2j&u(yL6;FW39Fr(&d0EmZ&h=%}?QtZuZXd?suV447 zkN?NZ`TyF>|Iy;#UvBYsJ$*gv@BZb>xUXI4_TkBx*D+6zeYxY8dTq3u^Ryu`)ub3L zT;Wlx>aw+ppQ&Dt^n;~sx8>vI`U~IZD9cGdJ>9X#*W2l4p};Zu%Tgb!EIA?X`^M$% zWv4!uTVkJAkNsSqsr>Lhe=Yyg+P_Zw)ThMgWn1{Xez|u4@R;RN-+jFwSLB;r{psu5 zdivexTZGYUDZ*U$km(E26UrO%-H$I1z7au26k5lz5#MHiG~ul+ZrJxJ?Ax-sk*Zcj zX-kA@I(qbDH+s~9MYb{>{h_MpRWa`;oi^bX(`}>^vI?ubzrXorzHCA`2^8t0KaT#X z{MdAz_a?rG&Yj+Gj<&SN^-(`whS1yXXy>hN{%nb!1HD^<|dwOQm z20qo|h4nFRLNg?iW&)A>NLN$Fy(%_W-VMXH(vr#c(f6*Z-D8kfp$p4X54Zk)Dv$Hh zexZJh)LsfzEt4`!#j;@}^`8sWSkiNZWU0inz^4-&3bW>}4{0yGtN#Ha%6E`0;rUX&gdPlm9=VqV+{ufhqF(Ari^Irn>QV@cYl!J=^2p@ zn-(Up*d`zZ(Gi)1$QTH6^O@HYcaXhZE-R`U#W-?0(OLMs(Ai~Y?TJn!GYd>5yfO|? z5ioyqlqA84oFyI@i3Es6I4P4kz(7@`A`1wG#omDwRx{$ z#_W=*!;~7Rc}B1#r%{3hTqp}-#!M+YbEU!r4u(5>5)D7EPG$_}Kr%?WF?RT(%>$ZT zpo~IUN-X4c>X$Ja<#W>py+%w#)wtw*MNm;lai0e3OwLU5!PnuLDqBh!9xVH58B2ve zg^hF8^zAy=F6X4BOyJaA5h2mfG(HI~uE!zwy|hZSbwBxBk%g&jx6Gul5M`Eiar^UwEoOTAlvUr81@b?4bm^K=^b z?|NgL>9Ox+)aJD^*NcSUd_)_Y)R^yM*z;6#kQy5T4l}~x4@-5#0$RSuP~>&^o!b-V-`FiqdB2REhO*bf;5^`a zNmP_t9@T?{kBz|D(zwRgr?5d5PeVTLZDG1^<4g5EYuoJQz@W298_|z-=9waFUt?oB z9A5*6;w0laZ(6;4T|NbV17E^_1^v0So^!zBtH3ENnz6ia4TK2vie>e^PIIlOd zvTP8!pJXk|de07eiC@S2t@G(|`f#)@Bjx(}L;uT{i+;U)x-T{8oe&LAgyXUNjQmX| zHSxA3orbT&bwq#sc-5;6N9#hr)KlT|oaeWg#@W}^xAUYJaYUtA*ROM3%k940n!P{w z8>@Zje14?|mACaQp{q2~7AcKd;k@JZgYV;U4<~LfW4VmFm~e#MOQl>&zLa=YSDmq% zpPY&Mn=Fs>4};HoN4v4v`MCV9j-M{xKKZGq9?z>k)g8{;xsZghZBP5Y zFZFTx@%O{}<% zxgFQ<-oM_qzZ>UM%^OPf8j^peEGx2{gb>%efrD7 zH~N0X|Dm>j9C_r(-F9sM>VDbf{0}yN#^batyzzbTe6#nW{=|F&w_1BR6Z*-TJU+hO z+AZd~c>(Y5>uB>Rxo)?$Ubh7oD%nr>^?Cj@um5X{mE)-&Z$Ls6b{z|uh zDSfGuEW7U?9(3B<_E@&w7Fo7NqK6eT|NN}@PfPiKYyNaxkF-_zN91oL&ZK_?{=A{I z>5@O!EgybvROfBHl(pCnf7_Peu;6*{HZ0$I+_`9#I*&*68|~M!oI-KS80&(|(>T$i9U>n}n^nFFe>S?h2>27_cY57a zAzmPF-`L4zsNyep};{U2hnv<-?u!Tm5JM<%m`E zsm|k|Bi2F#zgYW8GbtMA7I=7nPMbn^=^uRlfmy8ftG~bBNj%T^b?u)m{^js;dHHa? z{%ZG9^4}SK|DNyv<up^6(vEYU|ACW!`S_WSudg59+v~6S=hKM${pI81vME?TKk#;Kr<~PVC{=>`dznLO2btc{=AN zcDzzN?{f3g(1qEuMu^hkH1X5#?b`5J>n&ejk8--5eze!8^TSSMb?eIs|+~wf)pQe2&%ZJefcMzYdyZ_@uv^3F=f%0?@0Ld`s-YCxtzw=_Yo&wpB_^05v0Ve^watF z^5H{D`mOOjy*sH%LG87Cxj37T{fN-TilvOL_%g2Bm;e5fhsQ6%j((A2+iKqXf9;pw zKOn?)m31{KlXRqb{_?SQy^MHSmf!D>0xnvEdDj-c&|Ue_N-wFE*P`P#b$N-)dRyht zC9$L*sduY;?|-wdT=-hzaiYSW>E2G8_^Sg0i?7=~^Yi^t%8SaUukor&4dm{5UFEg$ zjSmL;jZaQ!7uDTUIuH5Qn*w~+`gb90-aYP(t<0^^*Bw9Z zc7OiF`V{YYbcSS{sL(#BNS;=eW$E1RDI=2k>vBq^^JUR_FURAYsrIh1(qg3F#g6K}yMU({tMaZ(RVgfB~#R&Elf=oash2Qe37npnga>F>dr8H6M+lET7#Qgkg! zW7;r;Gl;+}!RVNf0Fx6OAUFwarr8B&r86^9zYLPF}{i6XjH0b$w?=(k3O=E1&2{s|eR)fLSf7W} zuT&z+ZF!PYJsHi2+j$aYzkU5y`p)Td9{cfNAInxtl^Nk-(_>hu4_L6F(fcunXId75 z25X^~O#giHLh?A34uAS}BF5+9>+U4MJ<}lr(qln-;f;$$ty#0Q_p~s5Q1V8$whNWW zq~VS+V^$Vb%B9`Hr_+jZKs)9 zYa>Eu8p9$}B&n|MeF_sLH?AdliBkM=^BZHAsA9ZO;o0W+V0LH>+LK=q4}^zQeQJDC z`uX>z{_r&Z%gL|3J(1A*cwG}W`gb$?z|Hkoi%U{GRNvo`kI?kB@KQZy?spn_#zIj^ z$o$y*!GfupqNe48zrP<*`|uHcTcovEj-A_=Gymqh=S#FY@3FJ2^>n%vt@h=d^yCnYS-jf63ERU8{_wISw(eW`oPXP4K8o6#BmM zmKIE}lRZmI6LW^FNdk$=nsfs{QXT^{?GD?Olv-T#JU4K%QlT6?M>#;+xfBtE4xf>w z)zhk_if8j*l$bh=5LI3-cW(QG)8j+Zb;j&WjAw?9A(7eXr@~*$Vp%2f9rQ?DLebw} zGb+(b$NP?7tI9a7j*s^!Ypb-BrQ)Sju=5-vZoS9KSxZsjWU6H=^+X}bl4KS%qh{<8 zMWce}9R(J78$4WF(abF7RnNKH9_9V7Q`AdzA@0(uxvGt5U;u=U?5!`JR>7nOp^;L>Ii~*b~n+K7_Q1`-2|Ib;@_M zep3C2#a&DA%8NHVeO${T1e3{ScNqx*Rn}8 z;n(-?7fDUgmnIwWcQVcM4tclpzxJNW&j^a##@og}fQO2jyxJvz@{-Avn{4}(w4Wl^o`5o31FnORfBwS~~Mu-Oe! z%e}dlY&k0OvCu25QkPS^jBGB=3LT+RpHQIf8^; zMctJVsxb|B9Cy3f+h5k;WvRyV)^`IQ)E5*GlC(JSG2$_uu6IpvgjL6g|T zf+?nT`-a2>NupSm;4q?y5MM=Z9@UqPxvn&B^O~NXMwHAEK?smBBm*;;Q;`~u z!^1*=S_ei13zwzkRyK5ChNTlCA_yr=l1!c+7McVtTA7G2+NQ!tr17SFIm zf|aCMHY7klQnKY6#b80;9XXGOPg}?fQ=Pr{IXN6|X){w24o(-2;wN9oC+4Ic45-qK z^m#~G(>Op0E-avQP!2{+%47;6l621`Bt?)UIEj$(h;Ykr25SM+=>2w=5n0a3e5Ct0 zMokbx0Lp+0G<}iW8m8eu4q}inv1I0C>*18H6AZ3e3e}~ps)D$|A2B*-C;`auPSlW( zX%i_ikO`Irs9~~F=S&V4MV z5Rr>?k|0-$l7!WJ%$bul-3KCQKtSBLUXF-;oe#B$LZR3W-gj+$As*AN7E}2Mu_V7M zqA-)wv6rLEaWJ9csk13qggoIhvLhV`%{=)8SyeLeP&*E@R>jZ4=osR>T(z}l?o9~FeR1P zh>${95!Ewchf*w!tVKCD$V<{=mY*0qEP-~@@{D%qI#gcn?&OE^lc8HE`!*vn9>>w` zFwCBk#}P3jjEJX*J8__Nj{2HHQzTj=T@sCr8S=V*xv*v>98SHbWoDry21T;;#0VL| zoG2*D-S|vxaC_xhMh1T6`gnHf353E7yd z0QoJ#DojFTOHMboj?A=5^I@lt!+foaFy=h&)0k1iqg>3%2{lq=irt*9YL71L?KD~r z%54esd%PWO9{bB?Z5QephnrKJpcdsT=gaxvnAaq_l{I-eVOfImrsiW}K)U8sBR-&= z9y&&Cv8GgZv$Sh@*oy5@Rw-&Tja}D9r!5A1t>^qY_TbLx>{z3n!j}hGeZ4NACM8{L zJMrmKTbT!*y}t`bp_XO2Yk5F6?5k!c)MZYakuJWLfyi+@2!GetTyNLdaeX>@EF~`E z<#PG*CC0BAY3KE5zny3~jPAeCtWpWVDU`Jy_k)i^Ps_nyEFTr*bQxhb@_?(#HfB&l zbB!+aHkK#%smIrS9w&@7-q0R%d-WxAOn&q$F+vi|+K?R9iL#`v*@kC}rbQ!7%?jq3 z=~ccN{~lV`t$f5R{qdRQ_TZG|V#g9$N!dZ}4;J(O&f_z1BRR`LC01#bTe;B-Ybty8 zZnrzRwV}EfswP!Z-PxU^HdQHb!+zabB@XUJRA|ju@@5|KBMNMO@g&xdN!u}xK%@s{ zB-~>sQf(GwUJofFda;S_NyW;B$mVv@+^*>?aVBD+EAlI(vb?Z-oOnSj$>!wP7v zr?Ca+^nlMheTAQkej-;p4z}YIgZ)wV&l6#7i>+2Cc8@sCc9wa~@G`Ci9W4E^hx@v2 zzxG-%avoDx-d?b_Ne{AJM#;-!-1xp%i&HYd0Tf@nzKpewwQ_L8atQC|5~d$cXD;k{ zJqZ}Uj*%|Z+Y-cM%)=+Z5s-++b&JQ{X?7wOr8dpD&ZY1|>wUHR-F(oy=xO@XeNJJT z!>2p~J4=dY&LD%254DSRj1`?LMv>fN0WBY5lk9Vg4Lnk<>=G;=H0M8wga%0N2;qK|sI)zbo3?++Tp zg@{y~l@J+|F^hJ=CYmD*Avs~0k?Dm#gok?&Q7xj%12Lx)?wKJJOvK?DZth?bL~;;E zPz1sv!-b{QNbV!%o&c2vwS=KZdP8C&YZ4(~}2%AX|5fe$G3}z2bV!KtDlL?j0JZq2?ss%TTr={}xG^X2r zZQX5dX6oP9cA?U{{o-kf9(lOWDJP1I{)mxn7(75AZ4V(s{?$Dmq9{2>LCM@Pa^KcCZ>d{!&ck`; zQ{-*)?eNpr$0H6kJRkJ9l%f@hv?NQgdc<@yl`_XA^sDeBs!5^w*!;wEqIo1MRpChb z#)6OtQ_V-Uyu8{Oo`>YqDwJn?@yj}?)&j3MBJaGJctkR0ktbHA|X@O;#w?f^4#F zbY6X@$?d=|!=v$i=y{Dj_OX9>T9+_r6yA`{p`|df zeL0>-I2Fah#59VK&&lzK&b~A6AiEzv@&lbd@aZ>W55(P3#`1D|{t!;M-m71i8mcnG zGf7Wpcbe1V_GtDRezoo7&@zEr?YPN#+!u7&fjEFp8>c-LuZebh>SiSt|=l z7GKYZV2h+;K0HR_SlKThK0eqYrB^lL>_^&R>9meYEhyb2c&g2u@0ff4a5|Tlqy}Qv zb(nSgA~edfS|1d%*0z?d)dg;SqF%NvQ|PdHAohwZLu4;Zm4ta} z-LrjPr;XcdpI`M%5Cu}#^@LcGE0-h;z=AB8pd&-|Ci+3MQTYsCV?J5_`Xmd8j3432 zI%XcQ0h71+rLEsfp2PYyUFAF2iyvQoxsp65o-qKRc{~5c<6-Zw6{1naHieFI35233#De@=StwfP-T0RzH2E!~Py5+uCwdB5R9#9h z%(?qxe~8&u>)>*9BV9?J7|Q7sjM(8X@Jc9z{jW6F@=|og_6*rFWs?;-NV?lK?GbP9 zyOhBvDkB<2F8M_H^vAMW$LP>56q<>7^YVDE@MaLf>+=k3z!X}$kT$`Qd|a8T8k z)iRdc+{W$A_N&KEA}e#_A`yYwSPA7TxdYN2J4xRuI zEE85_I*8F{&wg#kE`E)m7bgYs^c;Ydu~*j%OP|mXP7;v3EAx> zJKAvBa#^iuH?zLUeCzf0Y2oun^62pL-rLnw3&KatN6K9UDJsyGg-HsT-KOuPDRK@b zptluWW6&^l^h|rD-0bSX_vKV=2!l=v zkgpCLo-xR?sjR2UE-<2CAub4ElRT!)LSW^b$<8y0oZ`sLz?djKc+VCqMs{4UI^K#8rIIPr z*&DcIVb3|)h&?qx+=lFyqtByTvP4yO3gkgD6Pg%zmAOoShRKjchG>u2gRRg)pU=R^-TWAGK<26!f4tguLh=im;h8 zY6vk10~0ij=Oc?}Mv?`x=bh3@GD#$fM@22=;6!)20t;eI5+b2|k64vbC?%;dk!Pf- zidsc!EM99_pnGC4jER?*bP$Yn5=D-bV9qN3pbTe-fJrbr$E>w-O^nn1;I%wQnQ646B&TIfLL{@RQ4WJh@Ko0{2nyOlcQLE1S%*ao+*b^risW# zJeQ_EDCSmm1A@r39Mx&UEfo|=1m;kLqEBq7g~-Gnv^#s&l+eOKhzQS2$z(`oL>h4* zospCtHZwy(lms(m5FF$r$joq|T+D{RwK0H@2(ntFVAROnlxvjq2m7Y$|8+oncJbMs*+rZM@n(c&>p%>f@BCKWiXr~ z5S$1mV&%$24r9*D(GNvC$KKtW)FriAfO@GW#*>%C%EQSM$+c*@%sPg$q^G2{yu% ztss6pnt@3m)toxnsD=e6lT24taAYPWyUm1W36d&Y%_2F>dk8_x9X2zN)xgYLnK-EL zc{|Z%E0QUDr|H$9iAs1Q7M@!+C(QN zB{bg>gVbjc(*ik#J)zuBuCwoUbjn%+1g0R&;PWCyn{HOh(P#8-I(?~!U;BV% i z#O6?g-Un>|6Kfqn$0ObDP2TZc}|`dE7jnhK=2xMyVHzx zq_ji4X+{kwGR%)0LwcTILD@#=VFX^3Ny!zaYD6wcB%~A}0~v&M+>56uit-{7>;seC zXMJ+ZDy9sb(CK27PSn2ToXsc`L|Rca;At`~W||<%fW|kW9qm>^SCxzA0rJ8@yj6L= zb&;H8clNm&uj^8f{qc2_U6qwdyB{&?*Zr{lc}mx;S@ej~{Y6MA$J%h-wlCx~QXbU` zqgX2X@OZp_ILjCOY5hMP&;R?&*FSK--s{Ip{4Yxeun2zyeK3;QcISJ~$Lnd;QA!sd zriCEeTfVfaE5~J-E)`QB`&({7QENFZEo0nc7Ad)%r|lo!9zuae&sTd_@9OI>@3%Q5EqQUY zZ0Z)kUYx9rLIpvT5Uspq-*2|}6CZQz;1ku_E+0_%c4rHf$>k=@v9B8mwh?2>mDe*# zagv;Cez%8sJb{NURW5>uQMf>6r29~tk^Ls0926l_YlvGn4@+f~x5Ce1&$s;zVe$ z8EoL!f_tpn{_??p-PuRC@hXL6JsER)>e^1Um)#Ohqy$7}5=4{*qD`nE8l)uzRx(w; zUURc3BiE1u9wY~f#VcL3d?cn3{Oy$!*j4TmohU&od4IV+0 zaSOizw}>inp(LisNY8UZfjz>LPlE3Vp8_Y>2WXI-LoIAr&UAHX#rI}BCUKjK4q?D8 zJxD%ASYog^lMsyH$Sm*SYhAqB@qoQ&>`8k}3BR=RA^i_hh*AKE zXyxXNIc|^bw^A+{CEE9%E6LgMoJ*5%AG6|eYNVMR_1ho(vD^?^%xWL*{>a^haM~E= z@$kpaOp$!sk20gtsg&Oh-5YdnGva zj5j-8$77dii6Tqe+EO3^N@5~;J$>KGwc<~5``V0UJd3aTsCfEV_$@~ne)zZ#&QiIy zj`EL)*So*f{TCE#&XW!Xov(iwv14Np)pxFknqp7Z<Eo7LWFtr@i=M-Qz34XsN1ArRO-wS+gjn0_uk)ODPBmo>{_-}L)c~??)#O9#X`Lv zdLFV(X3}yro>lGjpjkM>S-O!8I&RbC6vfB(D8i7 zuU_Y=eJt{0pL^uBF3~SWPIcdP9ugx<%S8`5o}>*UJN#~b>|JP5>)`hh;(=~=N_a2H z_gEf@r)m$(EG6aW@6)K(lT^7M-(609dY^61SRa(hOA5h^VirP=ZV3iTStw6^KLa1P<@=C-zmJ}jxz>7W z_9ze`rPbbM-yy=4QZeR1G1pp|7n?KYpy?SVBBV8f(!rRPVkjwUeChNwR($X=(*sBZ zyD6j+dD4WFTSOGr!qTmqyDo+AM=x`%Ruy%J_t7`KuYR6|nUF+qiX`N>jIPWhSSBTk za09{o)%BjL$HR4627CXRbwii+sy13_BF8DSAe z$)z&0$Z&Y%j=Tf2i;^g~e6zk5l1!MzqJ7YGNR?+ca(@u3Qb9OH0uhb9 zZ=;k>`$<6Hl{k-#J~t z7(7Ur5{ktXdQKw-5L$wJC<@@D3RWHhNLXNv3Isr8VBpEx^M zi`@%M3vmMEjyU<*+r5a8O0y=YBAO7ZEG^R^1qBI>>oF}&mJj?KeY3GcH(@SHfLWQ8 znro!UL#UyG%vo3Da&^lN;qqe}l-bh*p)yT`h%E5q@L8ub@aX11h>WI1mof`Xd#uSH znw)NZB~S@Ag9l2QQPu~xNJm@a=UNSY^I1?PV^zm)qc`kGH ziD`vg47NeAm!bW{0yc{e;I4NamxlocVrGnVPe2YwB9jH6Q6z#mvy}rl$SVJ4+#q~l z-;gl!T5aCQYDFh&-o_h!kr{ z7#SmMfSqi@#1!N)gn{Z0!Rzn=P#2o2HB7P}L9FUX0}?S^1hu{KPD5!7cepm2s|LKp>kNH!186);1=81d|Y@8h99Bw(ySmd_FZ5t;zpo zcRZ)=MN{7fQ?KmPeQw3HtplH26xQ6$>lQM70}*i$Vp^Qc8?SFg2=4 z^CxsW+u1Ne7%@&7N2a4(c{FwcYYyL#jDxVx&Aw0gDAiHJ{Jig*VLb~=L-R9ZD_JoX zu?bqo{$5ieJq2N2aC!<4!ceS*EOMj=7Lp=Sfomuya3y-mAdjA1AvtqkPI5g9`KfMWHv_LnifjIM?fNUv=t!35z*3r5L*PyVUW=ywbEx|B<~6FLy3y$;1Td^ z24NP;D@!3Fq?6>dJ?!a1(?!C{{wCvWNqeau-Mx?DXV4LJnj>XVa`PTcMB>RA1Yu_H z$NO8QEBZSLXHKSU(=UGcJHK9*w|~x;_h<@T`|t*V%!LD|iw0pk#MIBsyz%vh)3cWM zY;C+Y5f+_03t=Kdp^rgdILqX0xgi1SZedK%2ePth1MYa=f5_;CK%BNQ@Q4>EymGe33Fadb1W` z2y3}K7k*!gFvITIjmL1zGtcjU9}|&uA@{V65FzsZ_HNep%$hS=hwY7`hvk{v8_>fO zfs$;UjyZZm^0+0j;R!u&Nf((PPud>->u;B39j&%e5oaj%m^#fry%xKUYtQ4%Z7_F_ zGxG$H(|s(xg5~_?(HvffUW+#O?{KoiY`0 z{lxN1fBa@`BSMnSO2yIulYEeYVh~(&-t98#|1Ich{1;i?8UAcCcKnz#AKM#x6up{n zBTVp*QyD!QW*E8?O}Cq}*l%C7Q=Gl^F)S=cmSy6}lXP>&Ao758w6Gn-O9HGjY#;sn zi=D@Wzs!)%J6h3WSlc|JqlkWFnMUL|UKx-|wGrM1vk-7t3UEXssn^-2DWL+F1Ol_j ztq@2pO326_5?8ao79SSkicqJT31 zlJFpG>4Szzwt{!t!W}~}k{vP)aYP0RpaU^;U59B)B*aj@!P@&{kM}k$^CYq?kaWh7 zINb-*l(0CE<0kwd#YyV$;W(TqKqw~|9D@m=D7tarV$5eqm-VE_MYrw*Fe6HsLk>*> zTiWCUED)8^GA!IM21TMBV<=l>wDe5iIjK zn&c!33=m;vm;%TMkSyVmh@Rw;ki;N_ip>)x(Ln+Qz#R|?g=F^FEr2i$5+T!|H^*8a z7=e<5IFXakkhxJ-1SANv?2eg=h=74!R1q-25`ZuvPaN&hVpc)Wa0UP%1q@*D2SPe% zB>iw549vj*U7tt4b>+;e!d!qX(nh9U-sXpVLcH(sv-Y%L0+ zPmJfNy({QhBvK5Gy8(U#TrC6gAnAtpAmF)jxx{!MZi#8cpi|&9I*Ps}b|yCjHy4?? za1Vo2091AabL0>0C5KxNdTm4>fG5z?SOisQn{EV9i2|*WMJ>;T{-3S2xkUaprw02 zSSXhHvp2MSVFI$!9Y;nm6ib>ophHbyiZdfZflmiS22?=IBn!x7rFo!;!bk+{P#_%6 z1_H(8-4Fp0k`e?Y26I=eb3HuljGL%}0_wwPknZzE+km6od02s@dF4Oj{08YfiBGaWL0jYVTy(Jl6 zq|Q!b^bG?GKVhVMHupfMlCy-w>1PgDD{CMTYvtl3!#|_`1M*)~65$2%6!b_QCIC^W zr8QPqYC&UzFoX~${O&1)TJ@*d23wkKpxE~A{53;+d-h1AIVbAnOK(qW%r z4sr@ycOr#g46Xox9uhDy1W)gh5m8u9<@P{n=FT z{;gEn`7_#9?OnZl&b_FYmU%AweLBmWQ>~cQEKhE(4e2I9y~;&I9$=h<$T)Wzvkb%g zDG+rk(2c*ImCBbtJ#)RvTbA>syTG;;Kxet7X;C0CPdZ2Kt~9!v}O?20QisF_QnL;v&Pp-P?kpA9| zmq(1pSUN3{;H_RnWWoci8#1Uo4>kJ^dbR2l1dpx4^T5{~csV0XR@l4@Dr%? zdM+^1J0kJqB1$YP9-Dh(I*Ta4vv9I*7)NuEo^Bi9Yq|nBbL6?;K45gLhx<-60X2qG z#C)tl#5fg#%ne3|ctb-LFO)q`$c$)0g=4d$>(L@9N2CKGPt*zTiJjzGhu~PK8QB5F zO5UtZFntF)h=X-9w0`sf;2OQ9}zxlDi#iOhAhPcsT|}oYxvp*xc1Cf;Z5HauHKT3@;$r3%{30Z9U;j>I!o0L^O7U zH^q&hid;w88+<(j8ayeQ=a!(|yK{&>&(qIPzC)QvB-#d#?-dG^&j|Iy;}zs6E^FL? z*PS`E>%2EQHHI51PCs3r%J9}hOziSfL9_mGKIRAR*?-T>iC1`rvcrw=9yEYMSH!Y% z^@_d??C%id;AzY`3e(=^<+_5h!P)HaMhbN;e~R@@?7Qx7p_oyLD#FI&h0Bwrvn0$s zMn*WH+tK^CXn3XTCqdx-h5fDP)#S5S;nz?f$kt~#l*4n$>`yd#Vl;$i)72c~=x}~J z`fpMemWf%FE-n8nSVWb4lGa9#a7qh?tR*M!xo(`<<%%d7>?e^vt$w40XaDV;9ka#9 zyGMlGQ0q9UnhgP4h{C~=3@Su|xynp5V|>aGB*P@?7x;E(L!`wOJ3>lPRPu^%uSM@X zzau*yCPiXXFtA-F*HBoWX^Y&hf^`G^67~@=#{fWSO$1dL_&8W zs%ARr9vqNKoC;{(v+ay|UjIE8VrEWIyleLC3GzOhyA3Wdd>Q^havuHL@b7(kp3CH; zdtj|qlD%iG_1=aQcAj*(1`dcRhvnG-162@fXbC}di|8UjW@2VRXe_`;aE1-*^eBX5 zs)cKHkaj{s0YR+q^P>I$hWPOj)g=O;2~seTQ4AjqEJ_WcS1PMWZ2}D_L1hAf!*-!( zz#x?r32K2S@Y&|~%L`4wT}B^A*Cn_h^4U9y!hA*g)N>gQjJxJH9=#JL5a<*F;TSl9 zv7g-|rz`g)K{=c{u`={X9Vwm?{b-y*kwp@O zlhngu2|gb|PM|~yi5V?o;E%jA-Wdh~fK!45Y4ADoZxoX74JAmdErYU1BR6H=9X^x~ck5Cr*k;O`iqA`3pA{8bgh)iROpnN9a3I;RkdW$#Xj3_45q$IOiEnHExlv5$dg90vJ#T@2RC%4I$r@)*z?)qe-DI)%Xo zxSM38(KNe*M@9_Nl%h}hl=^J7up&PalphCJNjLZe{4193yQ^_3CQrc0Ve6J~( z3&w(w;rB)-z>)etgeUq?07WUzEyu8Q=pLp}5Pn#b1(Fe_K!^kh%#gxJkOL^)=Kw@j zT6@8hH!G2~*gQ?%ytj5d7Bea(3mE&5n8=cdu+*}W+u8QsT1$`eNAr!X29t8_lm<=( zp%WDj^ei9@a7K>6hzLLyKnVZ@^soRbq(&@=5djz|80kG=1pA!ki2wkEh`{86rlhyB zznk@Oqf$V^5h4TdF8V3Glt+I$t)gr*(X-c&a{TRdOAum+fN%t=ZgSZ0@XEpf-Lg{} zNr;}0WT!&Hn2Z!);oT{-Ux|>2(G1ZQt=iD=Lypc@mK)7w!0Q<&MU}cxwmwdW&WnoD zR8WTZ5j_{-I>M}FL+YEJaYgt$&=;ZA&hN*0uT=Uzwv(EKE;;(KvMlq$jn5X?kShm# z3#i0@T;#dNVcVA@UYhREaC&-_Wf{F4qh-0ke4nRFlqrI#1_-%X+q{)19?U7sDguNd1js-{`)|)IiFEpJbJP|~%l#_T zdsxsZk?IL7Ey!S^c*t_EqZ&+9HYV$S-K$R@==kb(kPes}h=9nM1Bppn?=hMvXeKyD znuV95kO;sPy+Ag~QD~ni&TV+$KpBt9AX+C(kTG|Nl<0UY79H!V=~a31ulETx9GRsR=UmCxu56u{gq;-dILRchl)_Z&&a+_ z;jNqpxP)pVnT4~%NXbl$2*@tI!I%nbnYcK&qkqr0Rc~kCs6OhnVti%>X3P9~wn3+n z9|C*C?%^Y1yiL#a!O#d=VwW-s#L@1(d#%5Kg6PC)!yaRQD4!I;w=46=9KCODU2w|q zeS3pnAJg7j@NYMg6*+HgQxLP6mL)gdO7%Xa@)zI~Xc zr*R&q98@{c@lVVvmL*>Fm(Gf4Pb`u6 z2w2DB;+>9NMpwa*CG>*z!}j<;)(aK-*nJsM0X1N0?ZY(BgC1Z=J|heOM=*uTTACR~ zFf$|}B47?{vm?a~Vr89!Fn|CrnKz#Ql{mo!1|ljmCZ8OmY~LbYG2Z|>q-qkUNyZ~x zMODKE~&V&u!QH!{)W;&#|B@ zyzIZ;F8?`jO2Y!u@2|N(t~d9qce3o5m;Ws!#39%}1riZJ#J7ioCL5TKdK@mKmT<}sr#(RSZUBv*7(H4CM z%p?yQ&O6th^1Tb%_7CMMbFHTzM?2j^s}4-6E6Y>nFa4OpqR?D?WP9D(mMkMPy5C@k8LBy>0@H7ZRPsRj_gb0}F1~A<2 z=^+_~Lc!9YIBTW@j2w~3!4QLntKKrOkBCS@O-PRpMV7@L-7EnRnI}k%9O;QR5n@6@ zceKV};vE{i=6ks!i6o3L7v8aEL78fzkb`QkJii;BnIKk*{awr7 zAOTSl1Tq1KkrQWt+CVNvgh#+Y9Epy=t6cn091}ENqs(q?`wDuH0-ZKH6(c;hGPV_a zF~iZtUkbfc+5ildgJmD*G$yQLt7lh0xk?w=?^k*_eN3GP!GY!iiJ9h@(eyLvJPuP+ zI&|@scYVTZ5c&pcQRU3~2GvVU`uz$?mAjN~&|8ADBm-jTI4Ls&2nxd-y^zn8)BIR9 zJJLHu9eq$MSJ%ZY+cpNv^oPi|AnQDO_OL#C{}{*f z_!db5gMg+}pWf+mpeVI@^fmz$jIMEL-?ir@*3#$lu$qL?YRzGL%hPBBeSQA^dB~fu zIQ!G`3hVZD&hLvofH$#F6C><|Apy6 zp>=`tx}2X2pXc&@)j!YuZKLt~T)U3RTf_OU)1T|w%Cv?~+cbktIzoKF46m2#0+({K zoV>)6bbZhD80+%%zTDgGFfD`drH+S4-(pC)hyVb907*naR4+P@f;MOU;8U$}PP4^_ zc+leokC;U+v(%ZX{K%`1eja)a(SguILTAb$s$0g?Z&SlHe-Ywp?srwPKe*N{gkL%l{|NX!GUvK08_w6Iq z-+mV;DD#O=FF~!OKhynMU+4N0TnXwsH^1I(6F%S@@rITY;jKm}-LpGcPPDIhtGFKVmxunR zKin_4{mZ}1f8D0_lkt`M8&7Yy#`32rF1K>W_P2I#wf+R9`ux2<&g-7)a)wKRsggnX z^4tX$eU{ANpC5?jp8t8{A(t5#d^_^nqweE&iQ7MH_;-AP_SPSN?Xu-s=JnQV zaeB>hzrcEY`Af8ax+u*24|~7d_p43+Xg&Db*W3Ln<8%2i=hNvFG|#OJ&^ES{@Z-SG zbS~WQx&I!qXPv=keb3vwKYsqD`F$p<@#OLMd;F0@F4^+aYEcodbG@=)2XOr?%YRxl zM*ls>ze>I_D8Z+IspD%9pJVIxvOv2~A=f?{^e@&f*YWWwe*syC-Kl?>_(5eSJGssC z__*M0F4W%tI@w*?Bj%4$PI+>D(qTNowcnFMPx$BwT%T?Ew6EAFhsg2xZF8sT`NR)H zezEe4;ibqV2qsb=n7o?|X)%8@If+)Lcgz2KzPy=zCpIc()U3dm=8dMj-FARf z*13S6e!Po4#JBykI|Ag+{)Ri?<5K~h=hr!YQaZ!`lKF2%dOG!1GUtXN$vff;`HQvJ>!T2U+?npaOZ@R-|3Mm1 zJNpu~itmqto87;~kld^3vw@4#*T^`*->)_)vJ z{`6n|i{NtVhd0mG9u+o~vvYgD{o%+@4UT}<>J#RD$cvX>lAiQ0-}AV?f5guD)0@xz z_*%bSe*MC?pWE__55clM=I>h`oJ;-k*Fzgsy**@kS1Hdpt$8NqN4c5tU9w!{CrUAP znk424^sj^NT~AnEE^Nc5NLnY8|_dgeYVqM#r+wnIhaQt7G zzPya@YrU^@(4*yJ$$TEu?OaRpuWK#OzV`2Sw84`UfQ!-c_Um|mtD_eD^eA!8J6aa{ z^98@PZ7lNfLwU;k{b;ZDkYsY=jo)qh)bW2B_%}V?pGcVa_r4zrbtwwH z)4h({^7y#!A@Q%Fe`^4zP%m*?f5+{4D&zjbm(mqlg%LtrWoO|^nV;rbWYnD@2%$e=|g__$T|yN zdM6O_8gINmX5269(ht@ zP&^(-?m@JMK9$AJ9@W<;zG5@8(=(Nqn9uYp*k>6Wk6)kaBl0b)=*CM8EvJpH{GsZ{ zqi>#X@iVGbX9tQohPA{B4jKbF5a&8kaHc?+G=K%8?2pL~!Aoy%0bf;(V1~G5)(E~1Xb+4&O>iv(*X~btu1E9or^j-6{dC(t zE$`6EgoLfNcR2pO%9Zf+aVM`!e41lue36&MO#;``KAi0%<7c7O_BQnFL^iF5&Kqi! zmH49_PcOCLQZ1_o_p{e&a_nQ2=l2k6fjf$EVME_ziv>PB+HQF2G73o@L}zOqvwrA2 z4vSLv437}T&0AaTT>oPgc$N{z+ptc`;b*~i-BNRaH_s{b=a_yv=4GET=xc*Ss02uH zP-e-`;(sFgFB|N+E?U=k-)Y;X0&tP_TaSG!d5|4b#x105eQm>UPBMn~AWgYi`Dv_w z-s?|Nj$_E%Bd4;|f<6uc@gcLkGu*WtJe8KQ8>XyUKU$waHsV<3&#ikbXR9=(KlRJs z3hZ-hJiu5(3Z+y}Nt(y4j1{{@p2W-<61!af_-J?0j5q+dY2iK?Nne)1e4Ur1mU3RE_C0bO74Iu=7Z+`pXZ*8IL z#1VLA3Fic+98M81?dZnDT*x>QgkqsFRSLx+5DA<)8|z@`6pJZ9Whj!$f#k+83O2`) zxB(pri6BYfvJHAHR4XYW1bCvegB(%1QFfXcsv{lD9l$!EW0Am8XO#lk!B5PNm`ITH zKuIk^f(||55cOIRG%zO&LEr=*?g7Fwr}s#~RECL@B#06N$rd#RV@Pm_!Rd%yGF)fG z|JJxngan8PlzE8aG#PQ#Ia;C<=~SjmvEflEx!|kDE`C8-d$|w4ozQp|CZYUq;mn~O zwln$~86Yffrj^4#PJ1JF*egVKqFa6*_;gyTf& zI6ukqB-KalXC>wj=$mH%meum<++{eXh>s}+5ksI*OlIVklwPPHPy{A2GXM}~5n9`K z?MOIv)dtkFjLRR!&;Phj=P68qwe`851tU~8f@(1royrs*V^}Sv7ES9dc66m!C?Ii5 zI01{&M{Td3oct zS;|VCXdqg}E^&s9F}!yo&#BBwghET;yq$uHvlz?>JUT{JtPPEf~Gk9bAUgg_Fx|Fk$UR4&nUirm-*`F%kCHYz53ga=-l0Dp`Ps+b$GdYG^uhc} zLEsPfw;XYiNgyygQYKIUgD^oG-Kt!h+u-h{Y*u}K9qm=en~XbzrA(5Yq2A{I8r zdAj~UR#T?6KPVnVhNVWm8ZQQH%v*)Pp~^E|Se|rU=7J>$tbc%DxlUid==O03{MKr6`6^V1*JhJDP&e zZoT!F{%B`(#|R(~B(6$@kR`i9s1P$mCX+~+k*DA%upLL2ewBD)a^xKnQce^Tod_?U zYtI@|s3^71gaybP_ryV9s{!W$?2eFuVPdH}^7nY?#>e;B zU#5Pljfqf#d=E%FbwB0Kz8CKy(K(_W1-m}ggc#>rVoL>2l~D+JaA989)q4XN2*dm+ z%u+hXAVX!4Y9gdiTl=^Ba+~dSm2LmyzYFB@_WgbOd4ZIP5*CQ!d4_ZGiv3+<$I71G z_PbbTx8tzkGL~8@Gg0etKWww;GN9T|;@DiA5G8?0X3hf6@cuVDn$jw~VnOG#W1>9e zG;m%!VE4`?V8SL6({z1*heOa@Vqh=8VzW1?YzaVtybpSB8Nkb|(_CRM5Z%2uj4qr4 zh$rP6V``>Gz{nyKMu8}6`FM`uDFNAR?_*OArHt<2w7+lGQp*ix8DqfMD(w;vINqs4 z!L`m+uQiuj!%N~T_krg*+He5S8OjP$sk0$BjCVR)A-OE7HAlaVES@D0TrKJ-lP??# z*4@xM0VeX9U};RI1-7Tvb3gi>W;un16vF~s2)gimo`VPzZP;EX5}|Q2U5CtFY}k;I z#f`DUM3wMBdWW=#CE=P#L9HIrF>zUOdNQ7|7B1{yyq^ahHgzdB$5{6B^04PET`a+n zlMaIrXWQi;RtM0nJ2{r9GoKs0bpoBv(fzIC89(Kjx;AT+B&@Rn&>ID z=sX*83kkhteLi3f>G*?SiXPr9MslX)fYnQI1zl9Pf|U{wL;9dTEh!Gb)LfU~n7HnGb@5JDFPKfAT1&osoOvnq)BA1c|uR`i2wwE z5fla(lokMy6htV(!T}KxC7#CFStSC3kaeeFn8ML8WN)&XTU*hL!rYX`Ba&iDB8fj6M=$A;BHJP zNotW99smJkj)W_XAV4Moq)a*p1}l~k2pxHFBn0+RJ*s<~p2NeF00Ie#6Qc)2&cDQ@ z(a3-;8av?->RjdSW6qXnPM$!;g$CDDW?n$i++~84K72RWulA3aYr}EE2(-eOl;N$x zeVVSS>gQqOp^B9touJG?&7nCe;!gojiNz_D7f|;^OiZfo=>1IMn0AWHF?{gA1!)4J zqXmww)G5>wd=P{>R05>}-+63dN0N@LCol$QaGEU)oDKS!?hF?YBrLG}#M^(#@#Yox z`tt}8ISphI0T{xA4AptQMDGO#~W@e{k90Mbi7^aVb|2(wQ{K=`jx3}Oa)_RtfMedPVaqm?7ou=~vFJ&K@n_hr6eXE3z|#nF zwq1`g4V;WX3jkTBKx!rtG$t*wI%0G892^5< z8hTYyrQ=ba6QT8%IqJH?bvg_8?%52coadu*pXyeP7Q9X68SSqQg-Df>GV*M4!o+e% zx_nRsprflrj1lhHv+Fg@-GfLO6g;vMguwg`gCQ(*bj&6es$A>jfWyO_ydwcZ07$@b z!i~uthLGuU>#-j7mstPtTWg5_$>XqS*;@L{=-l4Lkoc+dQzxy+i#!Ib06e1< zP76BvNbaPQ#_6yatgMCUd5>Qy9;<}lOqeKYt|28!vS32uS<~mi3(&>*>H?l6!ss#V zi4WN;AGgFQq-VEmVYB1C2Li8vpW1;M`)%4@_r1cDrA2yXVxXs`Z(%3;bgbhG?jBkDRQGy_zs*s`nNK_=QAVWmH~~6vm0FK*OQN9aGI^Pz%+XF3!%~S$ zr746>DNvg%78Efs4D2LmN{Cbh^%%i2!z>=&a`x+9E`kV&c$6?1v$GPIHPBgzy z@9`27@O35pWPMKZ?hbflbR?4mz?dN&4RZMVKHGobTRY2NtX~?ItlwIpYq_Nv!Y@c~ zL_jtJY-yL*4>$jEzC0o9==??8 zXxT^bhm*(l`0WBvs08TAh!QfA_nqd~5!~S+ z3_Uz8E6q4Rs~tz8u-xwweW7s;q?u!ng}fDR|Xs7TLi zz2A2q0ihy=c%lp*SOyX?g9#cJFSfpqvlh;@ld-LZAZfeX^4Oq%I{5|Y0Q{5D zFn$~QC&rbC$SfiVg|u|c&7Dss(9C^g1KE=j0xAJ)3o{wWJutlxaD_$26UrCSqqTAD zK}@xF@x<}eU?+FZfiES&KA120OL-5~-n$0U-z z2IJWtx7!6F&c|cn8={=+E;A?@M3m+|-LZ|MZ%AAp$Zv$R(l3ISy}k7Da^$lKsaBB5 z6M~W%32TXQL;wIvy5Rt3n3z^D?gE$G)gt8 zxA(W|sb>^(Zdn0S)N?NMNXzgk`I?Gd&lZ#0$63RoqmU|6MrKbqS-Zr?h{!kvU9y=a z02Bg(pZQERC@Pv$Z#e`|G&G$NiIE5(2@nFaQhr?(7Hv2w;dtPJ0L>k~A_`=QKuRt| z7y!NTyoD;vQwp~bOgRNfDr)kfnte;!cXvbvcd-uFEQ>8+nA;>7dJg1A}Q0+gFsq40kCrA z!o6W;5~&SOrz9}4#H6Lhu=CLvaEt(;A8ua)L`riHj}eWTgcnFlu)u-pp@97)5C%b) zBt#z-sR)koMx8|iERuyZ#|4k#^F1jzNX#?9fza?^fd+S>31N!VOvPX}DCuWy;K{}w zC=Q8n76ULD5tF?08D0o6F=7BFGGSsw{%A|5ND)uMPUZ?$=;9j-Go>>& z45oxWa)k8(0D^)50RCh4Cx!yuBbyz{1(=DzDVyz=AfYcA6P(W$XHM@fb--tFQ{wcr z?iwyWsBbD>$ph`6Fbzm!K|}=eAVwx;MMSd{NC766R`&=CFX5jkenRBruL-}YT$!LSf|LnL#PE&vvUA1moZy(US-TlbDB@M+PHu zghAUmMq$EF>zOcGmdI7uiQaoZzJ4vS<#e@K-wAEx8cscy-I?*x2FpC(o-K0QU%;Ar zn`><`a%@tfP;HT80Kj2WDf29<-iKjF>kC-+mie8>-UE42&ZO6XfS8gh@Efi-@;(hC@&yg0ir4qvUzeBF z@Z(vaYI!Q)DA{y-Y%D01NGZJ%7u7i>A^VVY5Co$f(;z^xm*qW^}fllSzc!@y!_-b zGQZ^5B5UWY-oX>(7n6V2Vy*eWd_N}v?mX_^4^K5FSxU%s=a-M~RJQZ@!_}TXhP}y- ztY!K24RJxa+FSx_8B(b{Wej*^g2w|wSX2OK>u6_xbe+!N4Rb${jTR8qK9%`oEI}V! zCRF6uh0aBC4_2Z~Yj(sKq>`D5!@qpNwa__|@2oYvMqUGJX+KZr8{NCr*=~BSU%h{q zgT_J2Tx(Hf8lw$6mby~$tul@(sGi!|z)D&~nV9EL6qXF+I1|J<8x`{hpb3ox5STeH zY|r4A8~xg1cLQUks>&!ae6+rw&IdLc>`WpCy|u{GOenpgMont z!Z`t%HLeu_m|2kGRA)Ci_A|E)Fv?o!GNoz{$c_XeguIZ!Nj(7F;Jg&2=$;)w za5O@Y(GZ9CA+&{tYqNB>Md>OZ9u^63gHi{tR17DEY3%_qeGpC@UtJRB3Coq%ONLMN ze?<6~7(C=L@YOj0Xv`0^pSf0a;iL+S^T)^(odCA`{mqR&Xd#5&j+9xJ515@#@8gCe0oRmEPL-dpZ+{7S+VzQF{@G&f(=Us?S_ti(7*QDl^fc{f zgzH?qik&Ip#gNkhGKFqOz|rE|*Q|*1%#fo=_7j1^B4T7O%d^hW9}i5F`6_IdW8_Xg z117o9z}O;lf0`~tcs%Z;@=+#uKgp?(8*paP8lLIhNxBe}LDl_@c>k8^BjT3Ha; z5rBju#bHtQ^W7s+7kheTtKoCf71$52tx88QOvHsJ0d1sNyDli|FOs#nv3-7GIzXOOu!V84{SDD1Ml57{%3 zq7sd>9T{HAY9PIxo>SrF1cU^Q1V?rj;*8pzc@NQ0ZTy2sXGT(x(4;_wL~xI@QzRoX zQEw-pqbjBfDG?wXW(UO&(V%sX5DA@=YbFjhLgWrS7+XnM1|mRGeRcbf0#_`r&UYW5 zAS;pED&|gLL=Ha8I%8+XmH=E3Gqa_mXA%Lc=v@7g!vRMS3j=b{IGbL@EXQnkPHm&%qh03Z#zNJf6;%jFRa#kccY8 zDoWY2lq4l--M647JR=HIX$~sM^6Ds#pJu1>GIg%$OJl!2#9 zx+yee#mfm6jujpAWba@bXXn-gj4-K$<#5L2 zJ?>5xK!sz;)IRzFJv|rFwTe41LuMi-poJ3=WI#WYF~glIEtff(pB+64oQ}we=?Tez z$WCF|H)@kCT$YT{$9=HZN`$DV6OkZ{g!rLWC_1gv@9nJsR%0EI8XbKUYKrT91)Y-$ z@nCksf!ILP7!wFWa}avt11M9>AAdi{K^x_uWCEOkJZQACATkl*Xn7(6R;mKBPlSa7 zIXOecJ(K7FRQ>4Dytgru%cT5FJW-ScwLa22KmtZOBy~}6Tb(Po_^?Po1dd8^5$=ov z5E+JKL@4xQ!*Viq1jD3E1VyM475u$R2q>9Ksy4(-Z|S{v5fK(b3U81Bn8Xn8zrj3% zhYOH6D5eH*#`kwXB$^!Nut6Relvr&0n#!4+ZD3ka3Xche@pto@OrTrlASnpUAq7_- zB}fHU_vYc0Q_`X8wQZ{zS z0p8Dnsj`qTg^%7jB$Lu14AO>UG9<#IOi!5)OqeFBrFNh`ED_7gZ>8|T&m=2jgZOSm z$J0Mt9>0QIJRJkT!?Opg2V%UWDdvQD1tLI48bqxesj((PldoY5w?6$9OPqMP{ZI;zGo%?fZ4nX$9hFJqg56dhmz` zAsf`d#sCoN0cjnq;$>6vi3TE*;v#w+>v8OJwM*T5lzZa>z09HNf^m%YdXBd(|Ff2bS<)ZDqbe8B9&{TsjX=S| zj70FX;AI~B=G;U~iZO0x8D@+-XavsOc65w7xfBluD+3fBJxj%^K%4tU6oA6>1*{50eLjahe3$xJ(fu6le9ds2 zJ>YF?08f2{$Z_IU&JSQ8ZVI2}UZ1vq8}*2f%a{`w0)|0+}Ol$|kSA-qLTsqd? z%eL>a)cxT0?(R*mcP)z3awnjFp7alpAG#(k8&7X5tKzya3L_!7F~G_sF$N$^W6W*l zP(B}E1Ddh|u#KMF5jz%Hnp{zV{S;7~cLYP8N)0os#cmhe^8Wi=W}z!gm;~n|$EKx} zK&sbH>R8+i;+?>d=a{BU5$Os|061sLi+Sm0Pw>|P%|WF;3C_YS$-^N(Eas*2)E$pV z%^=EqhNmTWl?qBCA_IXzl<3$osVK6TlJDmMbryMs-aNW%Fh?{LMQ%_ay{3wB1{$zW z3BqiGs5;Dg>t`uNb+$nX3NTUo^#^2vOo8Z>$qc|ONa_R*-hnbxiEaQfoFS;9kV2>Q z(S>rJ=7f)lqK@<-i<-p4X|zpg`utkz?C%#!Fqc?s1&Od|ElG>|sX- zA+?~YpCEGhz0>b9nU+;L-1OslnsbscW{z!Rdx&k5&JKUEwg6D(%XxCdhq`Pp`&;Fo z+hS*5lLtPXy!`#h`|Q(FFR|QDiQ{?6+lRpCQ|~ilbC2{u3yiZL5Cj0{6w?R@%5}~< z%{|$|YKl#nKuClMx&IHSB$4f9pwe}0=h)>aUMC6yHEJ=n3Ti;0EKBHA09@K zZ=a?-X-T@K<_Y`gUd%32?a@>XRi;T9rq;(e=?;FGtW40HTCWZhIC>684W6SYgJy~J znF9R5KC=9S57(+=w7^iU=MhZeQ;EoQ;Y>`yxV{tZKDV>Pj?oqMbItx20TIEsdvrfKy%5lL+GObyM|FDFi8(5i*cS3J07v#=4g#v8#`wFf%2> z*`eiFP!r*B%Ra~f!+{++ND&LuoVj@$VNIcdm@k*`mfkUgeYO#SoLFCSU#C)V@|G5e zz)&h_-PQmSfNUpJMnVvzaHq+^0D*}Z;D_ysA(02r*@!UHh>OqljA)}vnUVp93yK0$ z5EDfB&djVWZG^N~QLEO{{iPO3@Qj3Tr9ezf#6}Sa89^4D0RREv4&aBpMbQpG0m8)+ zhbvHF#{h;z1_B_=6rzX#>%at&02~lNKm=6aj15qT9sNKA<`ZH=VYjBtA{1b5gVKSh$PBbEtrL7WeitA7bG_fDFMrREA6)H^B+uh&UnvKm#=ecqRd=$kfBa!O`Q# zZ?Q7{w@zq5hF}chNOl9(0vT@U5#-1Pky&JFa12_2iU%3&%sNyuli&n|6v#C9zyzcs zI*oF`;d8JWMDpqGR|29046YqH(kBODhxDXq5KM{bL9P*s$i~=-1Q?y1D3Owp(U?33 z1p+ca1$LkWbBwm0H{$3EH0za!2jlI z!se8ODF6%!83YuN$^DI&VycCu!|+VR6vd>0{s*T&<@5;XB|nN4!aH(?5OFbV!<$)< zNrnP_Gt=Z+*eik(Ch(w218qPgAr__ya{!jag7(aQPk5E`Cb{De^fjJ)41zz#$sG(-ah z%rZRvfTpFbKHpnEw<5X7y5{m$wX)O`cncZe3}=<|w#;A8sSq-pkN32(Fc+xMGdzo+ zN@xK$w1L2Y6prM>9C}zc7=|WD9Awwo$3c;RDFD?1atyN1?=hgawIG1cGCtLQANAmV zv3c93eLpYK)&j=r_Nl`zPmJP9Mwc!eiIW58bhdkBFA~HEZWOI}tl%GD*)GeNE=!Z? zIOntF+`r!vw;5mw!~weiOv((zhRcY1JAtEcxMa*zE;rwU$cjJ(!0-{Lr4zeR^nl4o zla2Vy1PexpgkB*4N{H^kZZwfyYg|9xcKY^cij`=E_8#M|jL&2NyYvkn-Rc+2bw(Vz z_%ffsR&Jd;ltJ>_Od$B?{;negX0UhkJBOfKjGcEz#`_9sSnu!t`ttaLO!Sld%Juvj zW-)C*_ae54P>46u^#kiBy+gdSA2k42Ifkxqw!SJ+-%}6%}5{Q7KkI`M`={cQ-ce5rqMG9l@qb*R9l?vA) z3fUo(FhsDushB2UkMW4qPM)f=dw3jS9b6~522S3`5hoD?8f7r2Oq>WA(A`#QK!i+= zIS?Ho5fX{pHwcbklmtEjCZP+$a`-n&A`&4mr0x{SL_{)MKm;WSp(;xTX2QshFd!@D z1md1M#6)x*{RU|{?r4oLM`CkHF2qxy8GukAK!%4Ky0`NGto*+h{LhF<0GKsthw@i^ zdoIO+-KlwoIS`=MY1jqSsB9I_1YnpY)*Nc(n&~9SxF)=1Zh%g-0!)!?o&;gXzySqI zL5c0F;u>y@K5QcT*ddXQfy|;xS5NYR)}6d7#}PNwRcVl)^5+yupafz9 zW=-l5S%13p_m{D?7=t{$?Mgz4%uv&>mFFVwKKj`klzF;@)>75%=>0HzhmwVA(b?YL z>^u-rv_vXJCgosfy*d1v8N~_!wBAM*u7(pZTzKw;3+lQ;WyX43yC|N5MJa^pvpEapEq9Q{cta+mzNP|JWgF# z&7OJyG^hpXL9?`k>m0YQ%Y{^B`mxG)>cRaE#L4AuQk_eXQTP%5uxpc*D-_2Pl7vCHNWs44*N<^KJ%DC zB^z?b+|aRn{~_#K!J(R*6bH=g4KF|LpYO43E)5pq23uSFMihFiRLO2PuxG=3ztPcK>-#%^>|ZOG==W5A%3jW$|;|i&+R;8}oqx z*QX0cU^V46gQh*WQP#$&m*pr5hdp9`H(ipA!U6pswIRiUW2f|sbhrKeeq26&WB?J) z0tYH+8C*_{k4FA)DJNEt9u5g{gmsZc8iJ&qKvFE>wQZZl-F;*RpfOP)1qw$&m0{+J zstm(oOg`M6SrSS{K*ch%M+QPkz)H*C2yb8uOz!+y7%sKj>Bwo=|It<41Kygtcx&6o_3 zmJI9xMc=od$=~0feIbV2?`E0qjG~IEg>kP02uF0`WDxMBqEmQM22~&x_QFDpLU1{P z!VnqRkV_~@6FE*7R?tKW3y0~_mX3TEV%-uHbSdOXekdl*nqL!?`NAXur-H;x&QJk? zz;ePw%B(;PWPntH!~!2u2|znzRQl-aD!pM@ij3oBqI1yKOvFq~!magVel;XZ)hgE48# z`VeyvSv4ugs7*+bPs`D!1!O2dM+Cyi7Kp*8BoZi*5DOAHDsZc|+qs4_AaiHh1d}Q& zPRL?uRs96bz$n5h4*zypHdEaL@+@=!)~M}$7B4^@+^C33AqhYdbjuG`mTVyRBra5@ z4W*&}7H~K6fESckYBOq&cvR!;*V2U}IE?ZMX)ZYsj|{@>$lG^iQV2pBx8LLV#_&PFjuyu3WZQr?AX$4i)44S*q;hcqB2qlEGElnhBmhBx$xi}eU)pmnw zjIEM9?@<|Xt+B3oYMxwHXtSZC7zuN)*K2&4=?;jJsE}0Q3syj8Ehj9GX_@{6=_XK^ zZ#r(ACswEEI-+GJ)N2COyJw!b%uJ>)lp=GvVuA-zkxD@Y1Tpsol>f1oX=?_imT0)xTO0waSqOXap`e6?QVd0bD!mobnR`f82BdpsAoe1y z@7d?+#ZWzX5>6C$NT9;wK~7cAR-c?##INB7>nt5Iljkw%7nBcLG)r~}i-%*Npu*nc z+%lw2%3~B`eFC<&c8VW>PsT^b3-8DMWvf@{x0}BI+O~%M^7!}yx95t!B-H-!W_o#@ zmwpPDZ&=?Dz7otL3YOV{ups0lIYBlT-AiH6O8HDYpDU8`Xvtw6wZrmaurgBQ9^k;r z{RKnFOQjji$D41$o;Sgz=|?WF*pVM{-P|bXf%a(e(kO|(RIxI9Von0UGW40@b+OpS zXoyN7W!RQno+d8OpWj4YXjvTIGrr{nrdh|8>V?IrMy4fn7DP4FN8Eo*Gytw_5flJK z>e^=!Q&(&Xpoqh&oECcS{fdtV0w75h5+tEz+_L|DN~_){PQ}DUYI_~DZTZ(iLt=~o z&twb~XK;6iQFBk z%`;D;$@)F@Y%%se=iQ>IB1oksG+M3%kj}&mDxjIpgrc$()`TX4CQy{=Q$<>5Q4Da7 z$A)#qk_>i33l_x^Q&u_a{6)gI{K+3Z^TNX8?Vmw_)-{kSky|J2=YiIrGVYisIrn@) zJc4d%dEKsJv+@ITDZqR%!Z$J1pkN#egTQh|KE836WB<+TdsXKHaVkGsdt{x`K0QnD zG(-vpv#=48$uoQn(XOmCxSX+;igq5LwB_}6!RxwzgK%3QaIE`zydU9)R4t?5_w@6z z(2esW)w$@g*L_X^xRL^?v~4O$mSmO>jL{fNb6oQJw=y%kpl)mWtfb019)&Dx+n5Px zaappgDJ<5KBdJgq>TUPy>d(qARNO%d_6cvrY3QIN%aS{~d#?t(6{vOgV#ufoG9%&w zT18`e1IlbWkT})};S9N~r7v-+-<={3nu)V3Y>1d6k%}-O_x?l4)3Qq3zg8j;@`6PP zMS>reMn-SWC&3EXP8j4FEI>_orD?Ku@1#X@U*yI6kK%N05g8q7tls9nU?KJGP>2eD(hJD{)IknWg=c>uBM zOhmyTWe_B1syRcr1Ck9A=~&wEv>ZWHeJhs0K?F^C|2zx_wAPo^Qe#x&PW1)a0<;(k z00Tp1=3KxxP%mk7=~zbTn!dh&u{oT7BAeX;60=Ab#vlq_w5E?EJcvO~&$~FQ_YoP% z2p_`?@NMaqU|fx)M%@hArK4WcahkV2&nXa0iR=Ltf#H=2btxml67UL3K&Yyo0sHe2 z1lv>2YxHoguJ7$OCc0bn?b3=xCui70Tkw;YGe4 z504^NYz#m)MlWl?lHoy&{BJ5O6{{39j8qPZC=_L_keJbFJI6#K$SlOjh;(e4oFKuK z?1P;=_JX5B6u!rFN(MltLI?yw?`cm=UjYyZk`<6M2_P5^i!h4`38G?Rm0(Ulu+FT> zk&FNpo*K!4*-`|gl&~jhp$EZ)YRknZ0WA=OMNkegxb%6uL{yA~BBaKsfrgkdl+Xwj zeMP9m8^H-)_VOf*G>-H+T7_1}>;}L$fmATe0hlS`Pzi-iECVblk&*~k#-|9Pc_ZUW z34j!%aE;IjrL(G~T(b9^d+MRd z=sj#6;UzuS6&%29njQJrD*$|S2^9d#)6dGD(UBTy0zd|Hb&Ljq=Z8h2>Yg-89dY9# zA|hRf&GZ2f#H36BiJ5NHE9fy%5!!5BMQoT2;;q_gJkx*Ilt})}X>;Gk(=8h5wj_Av zBLIOkrY^D`<^`(7R1b5v@)2;cqZ|N)(3651IM_Mv*ZCKiPe4ytk}FO=y*pHRJ&6Y4 za4L(1L7>v-{(G%QnH6NgcLke6#34G7=+YsXg$1lSv54+`Af-4p=|M}TQ#L;_WkRFE zK4;FE41~Z4p8d)&(7&D8XZv?g)?Xgy<=g+`@s!M9mI4A4qe*V<(c`D{C*rrsUsCT* zl=YPL4EfRJjqr<6PW++#0{I2xuB-@DZ9!SJPH~Rt2y)HNdPHU>xYKC_fherYV!0$L zRAru=lUf7RaFQ=4zo4}R)|_DjJ*f4N%cKM1-5oGeahcdo>-+rrvYnY=)~mV#jF|4d zcaTw|nJ>Yfa?;`umx#*;f3Q2}IhVwx@2bvgGQ)L=cd97J!eS{X01$qE)}inm_;mMq z*pOL%tPk7A*Q_xXKZx7oc)m$$ecRyoU(M^+M@H1gROWW);68qom5wO1Na2Zv7)+i7 zyZnxFT=%!@ybpbhHqxZODaIF@cLG(-UJlb3sS(10^0Lh~a5xi1VjbS59Fr=czyXA1 zrQQM0n1GT{yPtC|TAMDdvBzP)-A_|FF3)q#2Dnh>c<@`B_j~W6`eOFtx{}IH-z?)t z%_gj66Yq$f;yNwgx_C{ue%%@sx8J z@cH)i*O1@;@$FB~`In2#eo-WkIS#m_Kd(dA`7>Q0sZJ#VU95Rd^UY* z^eM)-^siuFIgyq#_`j9?ap})i;FwkAc2u;>@}V9NxmQ#R_MrpT9&#PBUEY7LwctvK zSa@bS$AT`h{4)z6W}0LnWGm?)gRg(^e4lV)vV*WtP&zNZ2NR+vnn}(~BkI@fYBIEQ z6Ub$y&<-F?jjH++XrH2PL%CpEYkl3bKflTtBP%l10wZ&ToeU`BEQP}c?Q z<0=gihK-tMTT&z=qx!$kFi0b`P603@BEu$~6pgSU<7v0)F7Qezt56e_V6zFrtScss zaZtSj3yKm(lw%5%FrdKikRAY4a6!5U`gey<%U1?0>LJL2#oV~la=o07GmMB;Tku-h zs}L#{`@bQ1F<2n8Q{TBZ8vher|8-W}{BS5)Ib`~I1kdz$rjBs|cw!)~f;iCM!u~;e zvT6ldOlVfE&C@Li06L2h#pw|aESM5kujytpc^WWxOy*qa^4lHbk@P6^WK)>tH#v`m zv{6;j;hur3E=?QM?9^aeO=u<~qR0YRLF+spnyD%P+*CR=UY5g>?lLIkoh}W-n0Mg@jE!m z_g`!NLHkW@j6;fk?e-7L!p<{5I_m$NPF zxwOBr(DBcARp8ej&(99}zWu{8k3-H&m_l)R5iF}r<=I0h0~`c_mpV>#hRm@S=Fz+= zw3uksu5Bg1QVxMJ=AzHnmzM$0jL!tIEI& zzLtXmH|$YmRfpic>lP0?jsjWQ8W__lCjo5OJWV+Q0Ku53B+u03gB(z*Wv~uC$AwI48dpZh+#hYGgx( zm4k(#GpFRxlHWwGh;olZ#C3_5fc|!xhIQ7bf|Hq+4d+ZOI!%t8*cq0W#NW+5&9kjG z2h7J%w52gXj+wz7E-RjIsNxJ0qnMRg(uMi+Wll)R5^sWwK&Nnw+%8Y&eoRj;vZ#n) zpd#FFr?e?8ld{qXf&d-({k!9J!phXJ!rdk0sn5?Vt7-^Ib#jE}=55r}J?A9>s&0%w zboft%-v<4^$v15!SO6ztCPmdT!Jl*!51ONw5!N1l8X%8X&f9U84k6a1kMS@Y47e5-;-~s>^A%et&Oqdm?E$i$k z8Ht5a!zr0iama;7rbA=~<)oUJu0or>-0kq;NFu!f6rxpyjS}6l0pUuRj-RV$OsNm6 z9Xp=G!(+i@kgO#M{EZ7aqA~ypWSIqr02(l;hOkt0q6V>OshlT;<08cT@=~XXAqJlXlZhCcknsm>-2uV^GO|W2 zX0LJCFLbz=DHXLchF$Png$%RK#2e@?N&pnIxEPmviYEnNm-^K3g`vvdpN@|(#aL}? zheY)Rm>DOZ%Cnv&7xj_nT&teNn=g;qmQ8e>km@MB3l8I# z)2+3J)#px`oMfSc@lRv@yYb=gcNk0ks>j#fhOc>hxtxthZy=qHY~TFykY{^-d-^$= zB~uh+4MJy12zHrFl@P{@^^fkG?DN?UqnksOUQE|BAX68($WZ_Be9Rm7mE>YcPV5YF zk-z&)c%P*;`W=?{m0ch7JU)EUyC!sUmUHTT@*Qwj8XbSA$GM){OGjRR{_W2C`oHe| zx32GVq9QzP50x(%ZyLv%w~yPE@4xWV?YzS+8Txr(EO=R$a4ILUr~lKp@j@=VSj?fB?7ut&9a-+#TnszBP? zU5nS{Ivd}W-`kT>n-0CNZb!SegZ8=F13$!i<=_AA-t*1AhTYJQ*XzsY@v`!v@da~8 z!vre3wY&dO17{3B`!>P_CkWok(Xmi_w7&g$G>j>C7(SuFhogyE&X`< zJ0Hh`%)XRpH25sTZyhZ7<&`0A;C;K!)`H zHFyPqRSv*^_*TFF28Ga=9t~XXkMK$BB8mODcYl0d{+Lf&*>RnNGrock;hY|NVEqy3 z@3y74C^(sVoBdtm#|(a73z(nndVKiw{@R}IUq*Q|Yk69)+j`yG2TtGe=MTS}+bW0n z!|$X9J%W-a2!4B_>$-e;({|%?iJ`}^;`i2-&#L{hz4XUryV37oyZPS|zE1k&`uEiq zrQ0&@{f_j2kMS2-FkhB?Hx%OpyJ7Q>-{jJ6zpl5xZhi=HU=_^`4=BM#+5710!B?Ya z!mW{B?DN@T7J_x>?Hl8*25CJ%{`@k2g`D^Gc_@(m4du8$U3C0(cU!jqRP%gcu6)X6 z&-?&g{R%bTUk|1H{b&9|(htiUj+e7O{=F4o{?}#s^{k5f_If-keXjoTvHsKC{sZdo z&yhD7_DYzZ{rOowd^#Ivynmp_i#j4aUxpYl@SNoNMPVw6h^cA=G`tdqG)Z@+e-|Qpp>s2&SA9wnR>EB;$Lj1RR|60HQ zi1&C~^Y?Caah$jJXO?ccY-9aXzy5f^$h3U=*na-=TZ850<%ekU?bw|>ul#s{*5Ku3 zd4v1<@xFZ+8Q)$=t>yMl@9~$N|C`GR*pac?;FVQ=-|iFUer|~Cd@*TEu4L8(d8;3PbZ-#|+>< zi#t0|eW?JC)#zK_FNy*14fHNO3NtENqtIIHXUu~yf4^P-6gE$4@Vo!C(3etnE>da1 z^7zL4|NfDGzTQ@}&w0E8SJRjBSLuIiM6{kw|A_EX^oaR$joaFd^vi|+hs*m(*0<{> zR~%26e{c4u`}p6Nt!dZY-p+jEMNxhn_DPEXT4q)N)`qYlBI#L&DQ_fK&$IH4c$Tat zA53)AlK3S05$I_IJ2$yp&h9g?3>6QGJGgLO2^sYg@krRQjnX}}Se}@kUM6uK%10Ms zd}8_u^>;}hiYM}l)ybVrTfR29B1SF$;&4`37-VES?|Z zWv1Wu7-!Z;v9Dq=KAJjvsuzj!n-lm)p-QODcK3 z;W(e*RZu}5jsIiNHkt47h4|}*j&}EF?~6RD!bEN1;9Ja}`Tq9gFeL`+kR>ncY`M={ zc|I>6spDd|vu=Z)Y0G3+tm$IUfxR_eB=CN)635%sy=@HdQIx=`}t&Xd4F&FudkO#dcTabX-ukpV#n9( z`f|4VqK}vS&vlI2fBpD`$9(Jv@cQyiFsMCf`!*lQU$>gPi$dpx&&&V(;kvf_-|+T} zrSGcr^xT$KzxMX@>f7_rZzb^DSw+{=FSGv^iy-Hv8Q9m6&d>jNr$21pzMejO^Lpk% z9NuVBj`5h|)N%O(VMk9uq`zCHJ#Pa~ecv<NJN)+T z<>`8-Df&rLo>VH2nGe$H5!ZzI={?SQfvxN2?u4a_J`z~>%T|78hW{yfqvcKJd^&!= z%io@Oer#p-c#jjhXzXo%x!itOwYc8!zCYXgDi>_0t>4dtLp;A9BH?=PGRuc zsdFYs!P6DD4^^}$`t^kj82%P=>mNZsNcLD;La)@$s|Hg9 z#36D(;+#peLR~ap#Fl#BujQBhH#NfAgkPut@UH9Nt22D8bj4tp2q%Dh0dhMMhQX11 zBxRFamL1vybsQhHJqZG4RLV>`ncx|7{cl1CyII|D`t7~Le>B$oAc%W0VTF2~pT`ZrqN3Qja=coID(6zt+!Vb+@W)*M!6Y3u-8S4Q5OOxNA zPQeSu_2g4>D!5cp6eJQdiOyz7T)7e^I9G9n=rae{>u4djm8oQEZE z*X!w@ISy=BS*}KP*ju8BbkP2lun;6tPoPQZHPHrHwm{-aj>IURIRcdQW$@dC0AV1) z!t#nE*lFR^I5~}&k|`<##!88#vlMs{E1g3qO(2@2h3F-U3|ZQR`sOLqYbl}x%#bRA z(n2oKHhW1-)^J_%k6nPK5VJPW0HGSGAVxVBF2mw0g1#Y zZHWYk0taH^rGx^_^H?5(DqHX}0qdO73p&ep1eq)9o+(p9Y}Cl zsv#~^D`qZe8h5UHUyK`Yab+5!II7X9JPDRPgr-L0*a|cu!A~A0M{NrY6m zcU=IpKt1W0JK$_um2;~&4$kT#1wh_9H&SpI_vv|o`xialr2jyS;=gd+ zChryxih;}W*j{ee-_7>%@u-XK*M23{(5`$D7b1|WvXtPdkGKpZAC$6aE4|4Puv{P9 zZwd7Bf!mf7pZTc|kU0XupEg_w&O7a+PtB1#QWmy-(wqgBzN;ViRs_jZAmsHO?NH(l z{Hef%u<;^%1#DTIMP9$;_!?yMiCj%$2mk8uTYJ_et3#*t5^J-9+B5EBZbY=rY==vb zrf>>U(uoE0{ab6}gjkEjs6Uj7Q`YW?~|U40jr$Nz7RQ zmIZ^CY)kq0e9o6M9*kp&A2?6q&xB87|7bW3A6^6CBK$0@SrBwmV%XpU;ilSj;Q~-x zpT$%Mp`Oe+D@7K}3*>^-iw?k6FeAPa-+_-a z|5o@b$9lQb5p8_n~A ztjQFr(jslT_eHq%qzmFoq?MNOU^y@A>#NXixdiekPbs5< zv9Y&2sq-_-b7YhD9Mxa@+NbM20A*j=NwxTVeLqY=`M$^*b(?U<6;ov&g@Z7kl=Px5 zKGG8w@iv|fo^hA?204Q{MfHwCI|Jmv!w-NanD^`ZY+rT7-r}P`RSFpf+;h z*0dqCN-Y4YkObWa^+7$G7N#F(9o~y3A6HsCw2A^oAb@hpFmAP|S5!IyoE7-8-6a9P zx6HVK2LlKzsS?GyK&X;d#TbtSV*x;DmBe<=sCGRiOzr_eyn1=*;%lGb&GQ+sMF2X7&fqSl}6DsG=dB@frHqAzxP*qVpJDgR}1!mq|}B_TvrEiuHe$ekPT^|IxWVR;OEc_ z@tYH-K&gT5B_q&g>@TQm6?t$Z6A%+&0f3rLf2WouWC_FzA~xNL7K5#2M)n z>On{?0i&$&L_L=$D9fb9pjn`EkrGNc*x`?;_rM)!07TaJvU%~0ieN%f%F4_nDnShL z)`DnY8iE%AH|Q%-95fgWtE#X#iBFN8v^|Q9C8(_23c&;q4E>G_t_ZJ8EtcX$@}VoF zVR~QE_kSUr<#}apn znRSNDl&VUMI@jtf7~rl!D^$lQ3GDd&7i9w)0NKS?Iy*QCkVLhF6`Q0C#|of}J}puV z18O1!C2-b42;~kfXf5hqfWaAPJBmb9L_sBl15`vsaS-T1C;(^qQB|s4fqWvzBM3^m ziA0p;DU}*Dw9?9}BofoOoO3c7g#Z!)A`nwaCDivaum@v?o7jR$=){5SWa})3sPIta z3s!e;i0u8BC~`+H#-acNGVSEPM2V*X34m5TL0v0XkAGqQDe{N29=se`kDR#iGm4OX zrq~I;RGXSkop*e$L~FV{JNVoxoo>J}pmuS9%|sS%MSX$b+NRGqtVgu)3$5(5_6+ zXZ@wJjEbTtv5etJRNbyeh)Q#(Bm;e2wF+{K`4Uq!N^+MKv!u=M-T?hY04i zbFmrE$uAqPL}%1K1o`ak^L6~){gW9$ekaS!fpg$U1&pgH&81Hc3P;E`Q@_EyHb!Ow zLUy1E^K#*N7cQiNVt@s!CyY7H@ve2z>!a7T`z7>C=LC2q`drX0(-8v6BN{R4l9@lf ze=}Yn6N#*-N(ogUDXt;r->n!D2w#XB)fMRk47OI@A{mWU3tF>wI`oV!$AtXK{a&ob z*Q|F6^&;dAKs~+>w#qjoYOKnQ0?~>y zI8chaiI?Ju@}u7X?AxXN?DqN&zr^;@oS(O%`wNE`**cO8<{}e-9(PbX z=)MBha3;`9jLBjQlWfqI! zk)JZg1>aQjuJ88zYz6Io?y`w3w~MyfiWWHD5D%iA?F-9na6oE~YWV3|NBL2?Go9kM z^EfBSxBTNrlYG+VG292!3 zNxr7Q8CChpFe=|VT@l;BKB)z@61pyp7lg2^gn&ZzB%gzUbyESPxX$A*V7Bys;!aK` z_>ucJ!OpEJ$3AWq!HEAh99~~UgvZVS*`G*4&%b6Kae~RIT#%i)2j=uPWJUR@=)c2k zoYa;?{N1e2oVTR6f+BoXQQ(0LHa1fsys!|GB~8asJcBynbpn+eRzX%;R1696MA zqJ(nFLBNDy^3f{_gz2QZCrqln38ovNKve}GkJ1+if; z&=au|H)J%V^X)+#1SyP7AQY{|v^SCsZNiL&J8PRrK)vWf&2ug%wll5GA$*!mAWS+` zkdUXq0p`T9DlP)IUl}G%U-q*V0x~Xol=BY@%!FegrE^uf9(B3Vmur@pm09_~LLpwb zI^$s(kH{hz_Be-Q59p>u|0j_*t{Y)cy{F&L@n-(+`7HV*`5gE)?Iv|+5UvGYJO+Cr z$5;Rq1ak(wt;fArN>Mp!Dtgb{63eeKV_GJHV_C$kav^<#7|cPPQo;eNAkWH_{D(YO z5M|m&oRwYmN9Rcm?>2%Rph@Fpc}AKDd!667!sh^4F3SqcoMkS@SsjEVN4x>sFAXf)aw&Obb?!)2 zvsi^`JNLMt6hjIXn&pfdKtn-8HvpN2(~1EbbCHLesR0rdS4l=yAh>3>CgA|unVHZ1 z0JjB|0J9yzO$vb%GpPa~ARXsgUS-K)D?mZQoOJHK-H;KLvnntZAsQF38behUdsP8J z5Fks%&Wyf)3c5i~MHN~L zXZbtAL+1en25@FE3#4oA%6?LdlE8wBg2ud}UB4+3*WuBfK!Hi-aH~ z$g!#b1yH7CL<&`9Mw&1hLmEU8VJCFRk!Ypp_5=Y*iD-z9oKTbuOj{%rL;`27jFA=N zwBX-hep7$oLKC-%D(M`buTe=9ppocBMKZuAT~K>sFzMoE%;1Bel#mrs>H8@*i)SiKD`aM6$eM#9 zI--?ldDqp$xamBM3v9$fRuDe3JV{spU3eDs<2}z|#NL+MteSP9)~t`UA(oplAB(I_ zpwfpOt9QMV&FV>ZhA3}Q?tt-A*?ao0NH^pxR*+AKZ9P~7%VYU+wh`?}DXhfv0Yrw1 zA|)iA37MG3+xmillC(s2i|(}?xsCYtyt0yj+Jy8c5F~UwSD>8&lvqV0LjZ-b>eT&+ zg=i6PYStWqa8?bWEA~4`p}b6e&pA7`%>)!DyfA~ zQk2m!xU!hKCzEX4gpvXtU=D4cx1YfuT~XU|1|Bm7l`CgYNe8ch8BIWy7&!Ay>h)nz z7%y#XvhE4{$osMJ<>dbk%X7*963cpS>$D!{bvyp=oc*jlw?7@Z3+{L}JU;WwzJ+sr z$0tP2uRh<$viJ6PkwJ{uh^vFP^!Yg7xGO^`%#7PibPz+@=U9-$u&Y{^G;I5160ExP z9|qDI!FkT}Gs}bEtM}FDM^%&BNteF7UfPE(AE*YfMTA*-bfxZaCXT8XWyySKU&s0q zaeq2L%i~_Uzy0trzwRHto$|EBw=ZA+@Y0aq34PgK;8@{^$2ajqMg8@9?`!|(`&wD> zZ&L?j&OD;GkfJ$!;q_4~w%Oz9n5D^@73#iaS@B&kAY0T%@EWAhf8Y2=z?u3LBU+qk zJH-pGuh|}f(B+5cr%e-kRRtu-w9pE2IWu?1U}TY{EqMaOX7{*a`H4Gsj;li0!K%Cf6H;eHFfR{J$dpg7AMx{)}*X+^s$*y*GJUFTwtpHliBD zLRsZU^V zMOWgNjmW|t=Lwb9?Rl*Tk3@gcD8!U1&ZIIwBPUWFb+JWBm!H<>mp6MqW_|3xetdd) z|HTafu1MOJFPo^`#AumI`tJV&#h~g+i^&T6Z{Cy zg2OV?h-ZoOP;?={^s{Ob1X{F(zXUGJ8Z{CQ#j48iM9y*9h#MkjMh@$VO4Z?9qk+|o z8FK=cG!3lbWt?SE!*IF_J0bxjso*Y<0)>Ep#8n(lb4n5vW)6zSDkZH&==~lr&*b$SRt1@QY17;ETB=tfdnCttT3tq@A(9|0hqzanM->ntQDE){R&YU*lFGsmL?8`Bgz^apBCLq)88LwuUDsEnhoKZo zRwOWFgdMQ&xc!J&5NYQmDsG&tBy=VOfksI!gq~UsRs>gDGk~~}Fu_hZkf5=ga1imP z3nt$j9>mEqNuWj*6aXRL1luQ_KLK9yV zq6k825^F8O)GQ1sh0D+Z5Lrt*#$bY?$tsc%S&?we3A_Sif*@icI}qgsv7?aQ0#;;6Lib!C$P1__5aPR7 zT?i^m78ZI*VPPeuC1x-uMP+bt$JU@8F&srDn86u<*$15Qef*XKRuwWJfnrq@&UA=D z5C~`DN!SrpzT@(-rWs-z*e1WICeiS*HwJ?Y_7Y1zuuABeaz$R{R7U_*$%TOdq$Z{r z8hBbtW$OYC6aZBKRR*$%v&>nQg(4aS)7mJsVn9$PhN3iosNH=46d)8nklsTf>g$C+ zjdODUN+=k;>qVD6=27vvQ*>#pA2Vg--RfuKSnQI76Dv3XsR#==(lJ|ow_|^Qfo3HX z5f}CJ!b${31SFEC=)kl94M=HW+6#HkSLLH zG6VrsB>+`b!gmxRLS`hD6l$R;RmFVcc)q}Tjy?0ZaEYumy9Kk;65!Jw^>1X>8mY4` zLZ9U&;ADJwGFq>cLM!--+Ei&#Y38UxO9M&=D%^?-$d4pTo~)pJ<`f(P-zlY0oInKu zoV3&)Rl-UYG0se2q%QJh1&=JYtejX*fQ%lrqyaIMcf`mH$KnnO!Jm=tNJznUj&d;S zRD^Y|(q&p@=pvPMKMyJ3^~bs&IRtccLAoh?+7HuK;UdhjyUi7D+dw zIfLnKZPxJVOJ$9qDGREgRI75#pwons3f$v}C=_Z9@ZNAqJzZ!@6p9BIY}21Bz7jBJ5SD3`c>>(8 zt>R z5~zH;BvHaB2oXt9Fp7vZ=?*X#YEPTH#d*td3czFjs{WYBQfq)BBT{Ms=#(G<8~~|Y zO{y~IX_x26F#$C%YcxLZ=aNUG5!>_BD_^)ItM#+>aTUR5dt60cFH6UE$#I}PA_4JT zcmam*{9OV-Mj^-slgKz6lL42u;rd*2%xQ%y#`k%aj3@*JZ7rI+kqMFzAbZhpQd&Ac zZ0H#rc3iecgMPj#pU2B5Iew(Z(cehdm;K!KuWFxzep{Yj5#Fgvg&9y)Qo=bbIXi1x z=caL>&S-}(=lS*NXy{9wmF07%Bgk6QOJ1M-{N@OtIM8O!lxsdS+t-z2D#V_fBF)9y4145(;^@wu=SxH_m@Z8w48Tms&`}HaP!fk=I zR-}cV#N1|s@r9}gTuCWAOtM19#YL~{BHU&M7GPmUj05)fSgDgdvl2C(Ff6_y>PodA z^R$VWAhLDoly>Z|+n?^Hc6v@i6!e9gC|#=hW&5W5M}`jwpUVp4Po+Os|8pMyQR@#( zKNj4qzB1ighn@;3D2a&?5#>ZIB93R)=va_mnOF06? zGawKYCdPMZ^qaP4tnT(y^`S9g9d;V`AQeK2LLwlp$gG5}ngy1LgaBmUX@t4~eoCfX z9op_?2~FUM^C!_?tSBi(xMMFMuLv)Qkzo-jyzsx>?HZvVeFIb=B22(4zyt&&sF`(6 zFu+E%R3c;&S6jku7#_$I&^?fmHr0H5B#6ub5lBMV36@AgXdqN2kq&WWa>A0uXfK%y zCjl7M2soUNq@?6TI%Iz77bz3=_htUFZeZs~ub#!2+<*|O%-Z)Muth`WOI{(0n(NbD_o?jd# z>I2p%fVUC9u3rS@;9mOAhdR7v2lmCIUpGYMKRaXyZt36yny3oP!mWEcwb!71yJBTEWX@I@KUJ-tr&p|7&FPO=EQi{Iy}!bCzO`md~I25H;_)l<#e%> z@8%57q_dqx1JA5^eeu3oXiI)?d-zg@6r*_Lr3&V)-e>Z{8a)XyJ=_E6S`Bv`(zwX8 z3}N!pxYvG+>!Ui;9_EqjdXb>o&*qTCC{UCkKnf}4T9!uky>Af`lL$(v2#cAcSthn( zQY?TXO9ugIFM^PB2zzVN`*OM&;jwOP&gZr`_>{9hb}?uIH_hQiS7<$<73_p(CEekz zc}SE|KQ4=N!y@&P@fi~sR1pyktHKU9tV7gwEhNP9DV~y@M*nS_q^j$Z31g3?xFy2~ zl+xB&H;h^JNH9R`+J%-AJZvHe#&pjDMy%k|14bIaDs6?-%uIKO9qM~MQqN#FU}~+s zoM8Y2nQ4wt!XX;W>ByBB5g05;EL{M6I=CcAR>OcaFA`=hf(J3vA}HuoHYx(hc*U1+*3P4u||nIA`=0ULq#PbaZ)A+3jx*y zBd#pVDlmvB^NZyKMQGi9q2#p5RTu)Hm6An_2*{{`wQ4x$DKM1-aim}pMLD@50vBT? zTEdZw`y;B+FPH}ea1JS^nC!UF_Jtc!L+PYItt!qa9TmoRU@8RwPqz$IxFDCL0wpj3 zBG`9yHc<#BRt6|ZW68?ONXv|w$>Qt=Wd@l*>ILp0j+`h$vPcNcpn!4|70YUo;+2Fa zfe9iBrFLwD7=T8CRTUUmrLbfsBZve+P#L2$ofSn@T%{ODRiIThq2U5}KtVAAqz8<| zIN{I`w;R!^)T&hInkYNgmPcz>#*frL;+O&t$J`sVqd8+xWdT7=Agh{8*g=kf{XDW3L|}l_g{9+k3nbzzLRRiJr^QLUac|%NtOSzo za~xEs5M#ia4KcWoF$*KyqM+%*nD8ucTG)VepF2_}ajxuB2r0pdI00t_a0glUA0C&l zv+Z&@!DrpEtg)-)+c#O-LJ~z-;E6?xEHD1?Q!Yn6cH7ps$G25T61Jj;{1>GS;tA_V z!A|8+x6I#;j@}p@E`U|^*6OxJX#Bw2n0NC#kpQfOfmqvWXQ^@Oz?G?lAs;&Lf$%;!n>j~yqmFwK+Q_1d=*}` zFLSI2c?Br8p;!+OleZOrSL^V@?E&#TaZO6H+^XmH?0!Nx)Pn*Pn{WftuoJ_(AYr3y zXjo`Wz;%<_Sf26;VBK;23+;QQ; zEU@oSKN2o$2|n)U<8$!0u1UQqf66u@4z5dso?Bn#`68#OLX+@uo`J}e>gC9ChiCFb zViq_l5)ub(gr11kEqfC)I>V3V(`cRc&=bKh}$C1{NdmrFvHNNHX=c=ek z1R?Fr66ld%(xF`!##zpUOvb1Tb_TL`ANxvAhV&qAyc^%ESSNVfeA$<$}J-pv#OL|s z(kKvxg@i~5EyKsclY5-VY2$Yefx z|6YukWfN&IcjQs`!3f+sQY>KL!`zbi;On|wC8wq39QX)09z>%?v*P=8fninVj5pqm6-8T%M;`B7%-3b&>3*4V(f-<%=<&dK z2(Tk&er8?)KW52oKNxUp-r60i&$t(iWyL(v&g^=5`t-Z?K&dY?{)`xmZ%%(rx?ue; zPxx|S$??lLL2Bj%k@rqG@Y!MwUxT>HMWAuy`8EfpNV{I8wVET&JHtS&_rXlfXUi$; z^|EOOPj2PYCEa2EjgD_0A$Wi{dfByW$5N&z=4TG_aQ- zF^Uihb4S`^R9cqfEVLrff|!sTKEXjzn-WQaIH55KSCtDPDwjw_;skXR1qqOn0*<0U zEOa2C_$CmL5R>eCpSQ-fYt9DrWKq6DgS^mH$+Mkf!6kqbAn;7On~l?7P)&cL1~u&* z2XxS_1Nb@q@~Co5{T^VZ8YDv-lHR3BBP93ZU3_c{l!|xKyK7_Cy~RGfPSk z*9|=EoEWK$f(=nD4f8+%rXmK<%mgG5;*Rf>fS&1ta-?LSXQkP5X5~yQ=hChufNs#L zvt?CfmKPv*UN59=#0?me80Yu>L?)T>SY)$AL}U;m$ncEQA*iCNKmkRtB(o}ms$y(7 zjSMIap%4PH+;YA`su6oc0rX@K@LuW zz(|oE34l?Om`K571dKtL%DMIU9EqM(6-7ocxR9Y8cqlc8vPvih;6MU|mNU&5gPAHE z!2|&lD5)wD48j3s0VKAlP3Q=82q++gjp!+HWPS5`h)65IaZfbRea4#bq~lTj`oJ!g z8TVFmVBa~nddiG|Gr$mw1=$HF6krkn6;dI9XHsEQCHIW_PB|$`WOT$Tr#Jyd@fpYf z1W61C1xmL8cuelg4|-ACPaMaRv9oq=3sHkee;j!zM`0!mE(9z<1_S^E7Dh@7fe%zR z@>g_~Sfxe{JDvjtD!5Rhy1672HIBvS&3eTO;vpyC%l@lcbVTqa%DoV^4^Rc!9#IlqsU$=+|(jqqILI7!oNX?f- zIOi3J&r{YuA(COX4Z~-7*Qx@WjM)JXKfl(;f~4*p79ZMi`uGiO*>B5MLVSP@2dLu;|(k!@eG zk;bx`N*>0a2sd1lxOiN+so;L#6VX7NC}zEIkMuee+d1$&<{2(^yF5(ZF9){$2V8bY z$2_nMvxqN@Eu4z1Y+{L)Vs(H7IS_5hS1Ab*e-V~k9=CcNfw_*Sl1eS(8jOZI5PYfr z|6}Ptnq_C!EHQJv!rcKxY;nXV?#-K-Rar$**3CAyS^xjPzySws#UhhgSAF8By>|$} z-Cx1M$ytmeU={#;t!G6Bp^?jRm*c`jxtwoQ*VB3~Ywq{^Fa(G*=inU6d}vwN2_=!N zNsEs*v)$T%8RuqiMFQxne_Sd%mS^Xbh>u-DhrvC2s{-GVW^>yXj-=FO3 zLB9NP4t+|Kd*KMQoXX|eRQR+W*=n}hdQ6On0W-jJ4UP6Q>g&9GrDJCzw<9uYt-7rF z^kAaP*W217koUB-`M|b6Zg)9T`Ps|ILk8Vu+{@%&g~+C*2Xe2OoRwp|ZpMT_s=``8*N~T)U7vOC26#f4kyCs-fW!fm= zesKEfBxr9F+Vj!TkzDvuaM@q(+SawUdqxl)9uQjBdi(l~?w@N_I{n97+RBHM9a>hq zunS5O&7_q@lhbK!uOBA;W;mj}2!9m$Bl9nFbe<8u#Bl6Ue! zFjXm{sUjpf0iOZYrrH)SRmsy?e9>6IW@4d4GRRn~NO39#cYup-A}!Wmm}@DeR0Uwu zGZO;TlLt~XmDwqLAX!xj%p4>rRpFB8nzx1e9)BP`@%Q`Za7Y3rP`tV*kyltoSd2~@ zqyjlxWR_B^R~xa<F)5(X%bK@$Wh?Clu zOimGGJdM3=;3?5rJu}iYd?`Sd5IT9Uv%A__!X?75~OAqN`=7W4jjG6qgG%E=5b=)~DWEOAi57BSLgEhO|A>d{s zkM(ULBo8yd0Du5VL_t)e(s@Ypn9v})&+(Si>Uigrxk;YZ{cTUVs1~n?V=i1Wk<-Mp ztg<5<9{V1xyV}cfIry=)N9-y4+Vvlbz8joF3wiP$8_$ft!xoe|F@|-;EP1f4&#^7^ z=a|&!A&7-SDcCIbkvL%i3JOP1FGP`MZnj!3tCy8@@qD0;s!t;*>EgT9L6r$MGbp(n zB9El^{l(IXoT4l+4)QD_>4AwNXw|1rbF7ccw%+{17sjSK*MOv|(xPc^qWSPQI zNVJwlOW%_;XNe<`-$~b35xz84ed@C;d8;0c&yb_fi*Q4eWa2%_jB&g9KE{~}-ZefF z`*6=#8=W|Y`I}9US!;rS&+9Hdx`@Pzsm>HMi1uVSqb#%@ypyn%B^dXX;i+q2T9AN! z8gha-NrG*cFr^1k3Yw9-)GCyt$1&}CYGJf$#@%?Yyfmg0rFVQ&E<#3h05Fpgj@Fbq z)5R%Vx0I^N+d!RavO^<&?al2ZX8c%2Vm22+MbdJ%xla<;s1XnKY@K;gQPH=EnL?Ny;JlwKqVQ25*JeXz` zv+PIT=TfA!-7@Rq$4m!O$)!3}IvLUwY|&<@*_;HfD4K2LLGeKNn7YmK`-F)vLXVYx zAAM*Fxel8FBElTrmWOVWP)jK!C>|0w*wjX>;q^Pd(X#^uERv9hlxcnLo%?v)PD`uI zeBW2IBZ{v@S;7wsIEhSEvx8$`4ho6UIF?#gF=Ieef;=rj!49@@t?n=n?jFoS^!=Zo z%&v0`EnKsj86iX@GYb*G;TAqa4Mmb#(qj2KJ=jCBFr65WA||*|?dRqFGRmBPM;V@9 zr@fQu8T55$kjhht_Yg^_U%K-yN*X%*+r;;v^zw z=1iu@93FbyEN`eobV;rX<`g6vf`DUs$?LYgzaEA@D>Khh*XEmKjoHI4SoeF`{i+j5 z40aH}pdd;Sb`aqy^RVx_e*D)fhL*T88o^`||D2 zJkKiclsx(huX8GGxOcZl~VM+yYlN^mdl!JkXnDwg%SIl$S36DIBs?;&W(x!>T8?7 z5061YSt+#6Sr0rBy1FY^3)SXU`yfXY3V&BcBSNxE#iG&tZs^JVHkZHpj<^WRH!FMQ zWAG=I1Zeu0#zN^t6Rs*jhxsm}>h;W*EKAX-)e3p9a;oxB%3i~Gs6;ad!HQpZ`$5IivLO>nyF+&&Q!wY7(t7L%}fwTl0%3x7$*6H z#FtLL`NNMJKAd0boNsU2@6X4X8bu*6ACv>sRh)PqR7e_!Uhi}q?eT2w=s8Pq!93qT>AN2y{=AtJetOft zjpefAe?8W3OMh9do^3xh{br}od_B0vi>-t7wp!1ehv*p7UtUjCmv*8cACMFTA!RAG zo`0-|%I!`xm6+iiXw-JnUS(P?cWZ{Ds#mD$+Fw3bwsJoAW$MGRJ-}Y|N?-NAJ>p4o z<)xqjL1Sp%74_EmK}14tT&v#~&stiPQ9>S;-P+6Ra_aW({i{B9-);HunszJOW51#1 zW;*}$;WP0AkEOP4RQ@d4B-eMZ+wJdoeLQ~*8)YHgsO<4THPBv@_&$7#t^2;Q)T+nu zZK=k5aMJYn-qd=hc;b@DU+dE!%bEMSY{F4+u!3fMxUEj+geIzD5bvJS|N@=P4a!>pe6Khf!b+vz$*SRV`j4Ec48 z*Xk>#rX{aK3cEGHJ+F=b2T$Xi=@i~U?0zA?EEHoNmV4EP2cokHU%k(ByAd-WqplX)dGdHhnS`rJADLY{% zM~bSZs@7o6X(PjhwyIj6t~Nc8#3I5Z5oy4z^&zHN0LqCVB2itN%scln90$7>a-xCx zZTQQOf8er^up2xE6T^!cCN5356eLj$_c_v&U21)wiDVTGwCYAqN@YExXQtgFXE|=WA>0 z(wcR#DB1H}X>YwBGe`)+OiYL8B|>Le)>6-M9Q){CcpSs}GyMpl1C|~+h^^LA&f9T1 z+iSn>$G7`EiO(CcQ?%e8{z#O}$k}5|O?JX1`WCeAz731+_aj4UsqL(r0>K~^uQCyb z5u9eAt9+;{t0!AKu64KI+ry}FdYt3$*(TBAktmgFy5&loc(P=tvx|+mG95_vbGw)n zA@jlWww6bcCOCAQ+z@w$xL+=~f1!1$f~o(bb6Ob(y^MC1r5>%tJeAL%Z+h!=6q6FH zYvZnaSCOYiA3{Ecdslc1;Co?i1)D`nSSl$UqqK*`i;V#gudDd01$Xb298YhAgG ze~K7`5VBdxTu$1&>s+uCGg9*l&{D8ZfEG#>E+?{y!?k07+rKZ zc|VTZZ7W&e;SY5gt`?lck$%Ul)!sdfulKhrwaR7PHd<BwdtcnF8v)(4+*f!3zP{D$$ z1&rn?eYhganDypMIBz7nyyBh+TkDV*F%5BE60ljmyIm0z@|`_3L+o7MiHgBJj%i(G z2_aV7PY*Q&knuA3MwBNa_6T`8q*^g|J`!-K6lo9Jv|p3HO^uMJs0&z@8$Wb;YXcEn zrk>+FVF)@o+<0&zyMAqn*iM1MUzw6G1W=Tb2Dj4nNX6sH4;*?xx#4 z>=-+emqpfxgn2NuOrQ>=83A-wYQQaccd%AnN`U8G2qHpklk&0`RZgN(SXn5&5tC#+ zo|s`a_PDXkQYfT*T-1n@aw>%~Rbg>V%kI!tlrg<`N`$0?3{=J-bdewp0G4-~rBD6f z`=oSKja&eg(gTLv`ri8yWsx8xkfM^!+IS>BPp-pbPT`+sD{rm9sF+NAN7fA{lX=16Cb89F^A1 z-6>6`(tt7+pE7Zo;02qtP7ayfBFT-BH$)F-t?%9+(E z&tV5s(Ymz)%}#zxn$osE&ZF6(;?yXV$*^@iu6b#GWZx+#kR+tFj_K3C&}t8xP`~xj zXXV-Z=`hSc0ox?CrQzHL9Tu-eZ<0NtGBu|;>CF|c?{@#;_R;eBDOlpow|zPD$64R+ z`gAWBL0QH@HaueH(~Obm&-O2)(;nel%~b*u_D25Yy%TsI>IN%{qPLE>JDJy8J#U9i zZf(p-sTHzf+}l6QSjere*QnokYvh08`+qzh|2G$7U45^4{4wUwcf0EQ&%dum>eQz= z_mnFT+cuP`hn4_`xu91bN^wB<5I>7l%Z#*5uT5^WQvG=M;QB+8XC9<}U(j=SjQVB% zPm-in_HrI_0!J6QoF3bk!sVtX&)jnV#~Oc-`g+5!XS7%zZU`=ywPeK)gVz20xy_eC zr2M$=aGCOW-}!H@zdihAK6;ApGj3(w1$()V57ri}91Sd4b4pKfE=9PF^1{b$1=@KX zOTCdJQo29KkM?+dIn9@Nier`QO^>niPu+T0%tW@0%b93n5s&WF7ddehvVEn?=3lq_ z^@Hd3YL!x60Oj9kOa{Tb_ zo^{7VoPXSxvS(lU;SqmW+GqXr^-r&{{`t#0ES}U;9MyeDADjE4ZoD6SKq4u9emswN zkJBo?B1PxV!rN$HAN|hV#Lv0Czc1y6d$G$?%w>FO>|rs|vr?ebe%l;T;$58OIwrmB zl~8_I^^fCzp6y@u;bt$2JEtX-YNc8nPn8}|yp(nr|Mj51#?tp~xwd7uSK$}dK5d_V z9eNyvU!J0*xp36wVYIe~v$qyHz7z^*9x^*`HU6+oU*o^M+y7Fz&!*S5-sEIKI_Eih z`Ph3Cil3JLBzQUa3oiBH^YwhY7W--Q zajPL@A71wL>oF_kyG7NWO64y*4Zf|*q%30?;rj9X?L&Xdz58fdPug@C9V3yqlYe;q z%k~R(dcQwrDIfUZUw;3XPyPSJB{(_Tv;F+IFCXXaaT(vJ|Lez{a^63c^}0N*MdN-1 zU$hpE9+-P}PI|U%ldkiPyV#JvgX^?Zs*b@`QxVx~ zvG>3J<+T4fwqvi`*Yh85&;QuUk8i3^yF7lmwBxTQ`tK#)B9hAOiT~~Eto!*tTlq2e zSWJw5o)7=yssGL5k3-L~eZJb4!=IY|p$__e`+R0!`+ay`sowo-;BTPYqhFq-J-yP} zc{^?-SINC#meW)2_Ih0G(Oa31cbsq@3Em#&Pfv#W^SAYf{?MO4j2}NT6_yqGV(nH) zmGArZ?U3!#{=b)PC8z8k=J^X}eLnvDaQn#gG0)tr$$nniKeqZ)rA?OliLc8E`<)X@ zd8ARl^ccVg;g3uF;@_@MxvfWyi`PnMN2lK%uc&_<^=UTedJ_D@h|?kW=l)Bz4~^OL zzY2fd>a)+)=DU3Vr@{^9Nf0m-h6ZwA`3?)E}lkp4Rxf{b4}i zCRKAi?Id$rOZs+xl|xQ1+4e2qUjC}_`O&^b{I9$aw&CSWj~~vRkB);Y z5tGdsK8up+%#bizmtcH0`?~0Y(GGePd1iVt*Fp3>^i{fD8=Re#5@hLAfl>}XiT_ic zc-7+}5Ut*RIG1%jeeMI-X7_sUMj!5v|K;uB4|^NbUTXgVYs_-rXW{$P{*!O-FTp5H>iIIuEKlX}!_0iX{zl&pdo31c-%j?pNqw&4oxT5um1(^6eml$d z<0$cZxu46AW$8Qo8V3tbtwHr(uy0w$ne(>X`uSyDZ|wfIOCHOQ=k>?o{1oj6uhnTG zK0#Ay^}nApN@%BgTlkgsj!S{=)_%U zP%Y5%S@r*L`*`5R<^EW>T`zh0#;0Sv`~36OzrFm;%E}AQ^nm+YTIt}se4F`ct*=WS zWvX?#O)pPN$G4~a{6~5{#rY=ByDie|vmn`l0PL^L|$! zs)ei_zb*d$p%Z<1lf9oFPKV&-*hw}0nMRx^x7Rq|&!>3k_i?2C_31yJU3k37Pb9YEr-bi*Vm~ZNJOD;acEVZK!raa5izZpkLG zmIJswJqBpT+tJ?Qahc^KS=s3Dw*m}mG1#7#?dd<`5HQ$&oS?){z=+djj)t_7cvg|%*0jx(2pxgsKUcJxReudi_t%cp|(uqZhn}EoB%kk z>o%cI0U|HWfsDnelKhsr%~@hRbh{!&@}~Ox&}We+pXBYu=(os3{gNl>eUSjWv4k)c zPJz1x#Uvt82Z>Q6k(Wt=5;e@j(=#w#RTU8T5DPkpg<=dpgd&xIQOj#u?EBKOq>d&A zFzAdjlGE6oPLqmW|dU9(MyQ4|$YzJX?n=V(CW2!8LkQ5$B z64#U1F#`ixh%%VEC#QoWM2*WNB~oxwCUIoq8mpBR?M$tOxVsGR=~H{Sc}%R!nj&|b zDaxmX$IZjn<-z>Y=SwgSkG1}AKfV$9%#`X&qY)NFPKgu}lG?cGjOh$^3bW)b0u&p8 zN2&<|Lis1eUrG{!^6;3MBNnGZFj)rVfLl24Zv~B|x#oR+2=87tQ1PM}ToOXn>B_W& zlS7$Gk`O@T{Tw#&Pe!fo+Z7N08^jixL88#S<>C7!3)RPdHR~U z6D2Vsrn`qnMk4nqM9Zy}&m>t|lrqnLzMNiv8f3G4ey}K?+ci#M_idpoUlvHw3{>F!vbSjjm!o1aY3(2v+ zy`T4|LXw%S1T$mM?rMHNc1s)!j1XrXG zis(`oDk>y1XOGNOm9V5e=$P%~^OAWuv$nRKpFEz`pO5JvhE+=8Y$?TXa=a@KmDjc8 z!gSYp(IAzR1rfa#+PFRfH$&I;N$Js-x5RH58hGc~Nwx8Nsx$Np(I0eC!1truoJ*Ag z&cy!BOxk{y<9JgaA7pD=>u`Si#I)Cb!0%-)nU_}QM)SArBj+zCe^We6{mE&q_un7i z{&vIzK_^n^<}BWp+A3-FMf0$`n?{IFFbRl>xChT*a6>Zb3P@zLm=+akbe;Ksm=}03 z|KqZp-!A_r*-_%Iekx7iu>0<~T;lPH0VoTkYMfSYI>Y~X?>b15h1Lg`e$D8Y%|>~C zn3dP_sg(1#w^^rb^?kQps7Ly|-yCDuu~$kF1RpsEc|c%%3)*{eRM%4ZMsQC3zD;Fd z54s&z_P)|q^RypxX5WASe3q`iB_HOVfwXPt60&l8f?z^A#Aq?!OBQd7ZX5L%;@i_! zYHPFao;S$2_qQ=-6t&^{?am#ulAT(+>tT1+R2Gg*pAnQoS*Tf3+QM2;`tC4hS3BHC zuiB3L=dx6a14o>-&?>zbrbl2P+oDTG#{o&X&)otnTDa9zL=q{BT&RLefZV;5vXs&f z8uu%m&)^M2!FLmlWY(Z!^K6s<*)zf~bcoP5_9^#|cK)kNW*Jj<&v1$miBO}bY&m7l zdXDAGP&58L*H3eP)b*_OaU6%{=}ER7^?vwbItL_yOd)mV$Z7o|c`mXTrsIS~y`1gd zb^5~O<{|>heRK~NkvC^*$$#(rM*%IM_42WNQo(WR$Gie;7Q?hDp6eS#FBw4FIm|RH844ZvqFzBAi zgt_~ib4H8D{%f4@s8QYUc*4Y1DH@&Oo5Hq^h>JWRQ5Uxnwd_j5){EqDPWpdWMIPv1K@TCJi!?!Og;R zrgcwSN~gu6CJOO6Wb-zhbQjO)U*IIT=L{L$!HvYH@A_M zhAN4kueaeo=i%&>hYO+_)(~%r!}C)Z2}Jo>%Ue>nEJ5i)tn6U0kb@`o+C*l7(=>4| zAeseU)W<8M5f?`WMHEVgrx(zibJ}dJYHf31IxNsgIn1WBxwgilP$8O`x9|``kjyca zh?&w11&Ew6y4y^stSsA@S|Y@{I5|7u9tXKDN*ulND*ODMbHUU!9+JDxp%dPP%2i7ys%8|v5Dg|FoGDvE zl#w6_C3!5wFWV(TDbHbkB$^biGN)IL4iEtaj^ZqXOJrGMgY52o&M62oB4dQ^8RU;Z zhI|?_OZg!pF1OzvxWhYpQC>kBOsO0MJp?wBi3_Kwxk57qp2eV@ih^rK!K9o%Gs}kr z)3Oet%%M`Vt&?gss?w&4a|taoF$u!d?r(WSdtUqg;_+HqJ;t~dHak`=a~{f&8aW0S ztPDRR04hleWukwNeZ)pSx+F2b5AK$)mR0Q|5vx{B@?#>M(9$m6$Yh7S zZbYq|2I{0V&>ryUmFJqchTINpO4#6Mp2o*lVOwq6;^DW`N+`^gUBr_d0h!E{ONMF5 zLP+07-$hx8LQcXBloW)ah?CBrSpV=%f4AjQ^103@=(Ru7;f(oJFNdS42oer?6FLx|9 zWxWi@*Vo*WmJhzJ_^`K|kgrF?n8)duTd8>VX$m1;oi(^l(j*A^3^iGqNn5SUN<_kg z`8@Bx@S8O~Nqg9p?X-zM%$dclcTX|3*wl+2;9=<6N6s0-XeGEtPdZXuZv2r`^|y$@%#DsO(csFMV<30`K0YJDQ@>~?_Mr-8=}i(lu{BbyVnCRkFt(?+nE)4I(xE` zknwT7E?V^QM62d~PM$ooOq*XnX`H2Zu^UF03r95XhqY6|$J>s`uTNW9_*CY$z`pfw zM3F0xvKeTQvL8pa=7lS$dCp-4OWR~w3sdQm^5V32E19eElS%{aa91W$7B)7J4VsDY z>$!|E65jiL45IkdmLhTx|LAmQaK?LBnvdjBIXf=QKxkhME1BcVypdeH& zQrS|1OS@0;QE>P?GAM1&yax@84~dgEO_it%DBW_-$o2nX{xR_bg;1KsL2jOv&?M!u8~&PC`<-rSN&Ag(->m6C}nVac*us)d>_6<1ba ztt^t}9>qguw6>h5UBS>=DT~ug3SN@^3D~$iveI`LmW2e3@+wND3K1a)U*h2lp2 zs||&JDD9bRNqS|>#2q1^q{wi1P)3Lp@7>)P#NXL#mbx^mA?Pu0F%MZvu^Y2Qx$j^R zjjAM6$T?;hV0yG&JUFQ>RZ{~x^L)^crdD&UOrYN^zJgZNvs(x*qMPue=2>|uNz%aV{*d-8!fgT+lo@7zjz#~YHaL{NSY5|Z)7t{Sst4nSdK$p^gi z7KUJ^RLeq{37M!fKj|+Bj_8q}nNKQz((>LJ;JeEdW-8~RkHnOoZFXz~)}wJ2l)~0p za^Ct;@)NvLIg>29tu*eVe_Pn=)4AWTOnuRZW>~VFDe|p={`y#o9euEmbCJi#gA)@b zO3O)VP2=IUyHGi!o~pfO9_b0;RLvyN=IXJ(QvF!!51QA8mnK6Y`%ZRtWK8hL#i&eb zorNi#Ea-Pqz&rUhdO@{d8h#_0S{dLL`J7 zW0(*$8_{`L;>bQZ7$BaIEP(EY7GtZ${934njDEYKo;1qjA6q+v24zxMj_&hVsty(| zm5Yih5;+Yc0qUjHwuuzRp|Dj7#QOc3u{k}`!%U|FH(SZ_zn1Aj_=XOclLqz^qKs1C|VYnnm>{j=m0(u|7fDMeJI zkVUuNg+f_+868>AtJ5}aQAx%6IQFVctoP%Px@_BW>w|NE4K*Q@i6A3{WIn`b3M2OJ z0i)2))Pswz2brtHQj)?g&B6%HElOz|g|;I^YFw`Pe%qBB9OTf9 z!eW7R_vyfMq9Z(V&+HL9b1iCnhOj}?%q(XTQ4!Lr*Kd_JIPM`M0i_U5N|7EI9_f4^-doa~7tB!Pq8M{a>NDNEjDT*P-C-^r*XR||ut3YWAT`%->ZHnoEi z5@9w6Gft>Ri2xh%1dusA!jta02o;e+J_Vwj$aKHavQF%9pR};*j51S57mjdo7oaME z-P{CTSjKH5clUWGp~zZhktpTyjgagVfF~geyday^*N%CO{FS1zgK{%mTt-YWN>fSY zgd!D_>f~c9Oawm!RuYA4P_bB*aDdno2_p`uk|gHTAP_v@o+L_DoY*4NJwY6hWKK3u zcgxYEP=XYTf1h1dCM9!g%Q`}b&5_QvmD33c@3%8HJ`%&2l5{#>IjxKv@U7`TbJnB( znmJDTPs!`vKP_@Vghe9UCk~i6=AF(cl?6p8s~6uZQxPX#Es7mS9H0te4$hn$X@JzZ zEL2Xb%PKL@uQ_%Ea%{HGhjY{>5*6{3*CLaJ(X^&^gAtM~DN^TShV|()#L-ww`e2?u zZV}mP6CpOx49=X>a*+%s76MPpKrW>^rsw_NN3=>4c}Me$+lBIm({qZ3aNwThD}1Mj zYQ<@=dQn1%CJTBZ*f*#WQ&85HNk)W1qRDMc<o!Ph^smLS*~Ut4XN!0rRF@wYbKm z-%fJUw)Fi%;NdiapsJ-#Xt*6?2BJ%{N`i^F>nq__+FS}5$<=&6u1k~$U8?4oL!j<0b6Upz@G+*QHb^?ngS=z=c=U4B znS@2RDnE1Y`{my#zPUEnno%sKi->eqdoX?kCG7AwM4~{Y)Isa%y&u;;@58mqX;~IT z9`ox$T-%;k893OaU?%R-b9R{;S2FbxTSQ)Ul@=4eFu*$*;#kw zP4QDCA`3|aH^PcsB4_Al`OYS%SuB)=Sy>in0UF3ch(X-Q5y6vLGC7z?84y6=M5GIv zmdeTma?G?z*#l1Wo*7I|C`6K(1OkY2DXGa6j3f$DjzYOmNNshG*22#z3MLqQax zAfLVmV?<8qy9m67% zpiqvz3?cTE8>hB~DI}xk{4`%*V*W<)D*Bb&N>JfYHA~FI+ndEQ;xs6NzKYsX zB%wXtjodB6h`bcjyyctE&pID?nALR^ly&7ME;H?0%`Cmfl_I;ilPtuFO2u#FF3^0Krh-#~_ z*^eW=w?b>dy>6wHWH{g!naCWPG*YTo{+Qh_C{sXU?(P*DGF^w~KH?yOGZHqh7LrO#X-ouGkS3t>5K@km zl$nKeO~G_ps#e6Ioeepo0@ zCDR@EpyX{SF%^lJIVY~WtQDtt5+5~)mD5*d9A@~PVC&PC`uZY-)QgJ_1|vkqR2Ymwwkis8Z0W!mqOXu?E9 z>@4m?hDJ=uni7+USl9{~*Q`feQi;(y_6ST~Al1NH3eu+q1zf>Gq)8s`-D+D=d87}U zo1J{NlZ*I%$Vn}?|cSjWmXUBSiH=W&kl1ivN>yK zGMWKdllQJKeZDrFOP(yI#jj`x@n9j9G>kEMGMvkHP6ILv7j7Do0TCW? zS_-pL%or{c#06Tw$Uf4IR7r(q%S_gq$r%ks#%U2Ti}2LtV(q<0oxQQWa(T`6l#~n; zzNfw^MhONJEjL*TipH$unqDXiVoSXRIzehJNdR0#nQTdj#U_*nnFM!2hB;BPN5NE* z@QTz7&K%JlOiV-x4K7ruwn(Y&e(aQeZ8=kDP6nNVEEf^sEHNld3#|%@IfZ~cke=Xl z4iu3DlP>Di2sOuHek3~)Q&xvz;=F zVxdu%vfNz*n$gUsvQDcJge)RWJUk;K-2z0JM4-&rwF9B796&lH zRAwt);Id|fL`oPDffGp1STCPfCEz7J&)J85_(dDw_JG^j}%T!w`c zKq=&k0E>vIYAHg{Dq_SMTOZ6<`^zVFTeKsCD;Ecb>Ntc9&%x6oa++L z*GL*kl)A2Sg}av{3RG&*qMv31iCJe?gP)Y#XT z<>M*tCf6@p0iBoY9CZBlyzhf@cM$bcMA-6{;qkK0C(-aD_6e%FC}|;bjV^JdkkvW> z+Pm+2wo1z)^ifYe`Z3)olIHO1E4uZ%s+1^oMwGrAbt#(!X=-qZx{@~E?_|WD0k^V{ z7_lQImy=Ts`WCPoL*yC>PKJSQm*Uq)8~w*qb*%@HMS6^)V=G_&;= zx%haEF{XmEm`(N)SxBfo^?uxs2(5`Cy$dPM>nM*mk9Z;}=gtocp6l|m-(DX~QcoT1 zd-L2~2zuu}rC1?HjmQi*@dP40CpsdFRAN<931sv*uE*MlJj6lpRCWX}l>9ti5A2f} zWg9F;V<#TAw0J=qb$e>D9Q_EpdGwIatN)jKeCqSRi~TM6pz@LE9miRCCUrujt69)^ z>B+{ew)0XN8%1jJno17|HNIv7&8rad#x!VLnW z0q-7nL{IU6vm}5_k_1#ZSn(!QiD#-ILB+JVXP5NI0o(%%(Z;-THo?mJ%o@n)PO!pM zwKY|Zm?Qv^`vj?ofYc*Y4+JNb1cMKj$wUM$ys{LAcm_o#8Q`3giJ3%{1f0Pc<{5!W zs03vaVgw=69W|+7ti&r=1#ooBJ|mFBy#@tI3BjyOkcYz)qkPi#Q=!do*R(g(7c;dK z2@(nB8IxkBJGh9bfOe5i7+RUgZB7f5@ag5z#sUv!%PvQn-!tzUEtPlh-L1zS5lr({ z=#ue;b5TCECM09ZkqIO%@>p%F)~8j<4YG-zYryRq{0$()i78z!fl=f~@}CWV2i=uE z64>Kg&O_%P%64Hmd8(j@*c@~8G`}x7uGiA}^wj*_!(|-XZ9Y-Eb0wW2Y!1x9ZP0R_ z`S?@!uh-k?lhy^YOeM~uD8iYcvyZ?CA8b>SD^d@Oek=qqM<%hdHX#~P>bgl;%+hZM z$9Ksy>DWqaNo;&4ICzkB$Q$85NA+El`HB4GF~yw5A^p{8_*D}#R98qhhKwQF5}mrH#zpAOVYH zkS07C7IT7HTiR0T2fPUFUUWc9mp4Bn&AC zC6a9(hrJ$0P^6F)8S}UU6wLx9p%hrTC{M-ExV}7oSZk}LrH82*cAZuT!cH-%FiY#* zfzha-h%##}l-#Y0)(kQmqBNG17wa^GE4)&8LlxO@#j%xuAcnA^O)Oqy@O*Mp|ah{#l!72}497 z;WDFLr$6`;=R_WasH#G1ri@_>N>3z&xs`=mBiOX0XfR6wSb&Ti6d^2Plbsbp=Hw<3 zh$PW!-@LN|k|FLEy^J>%GJYo`i$hpz6oY6_nV@E*!mPm+5zGt_BOOi2MS$-!L;ySx z489Rnkq5Zs$e2{37A!-$@SC;q11Oey;wm={w`q@jKLlCH14?3y=Y_piB}dg%qhc{?4T+5ps@1 z#7tVUtf~r6`1dMNCQoKKO%-pNb;OKtQWlZaG&_u$h10_$A~QwgRAuVycK{w;REwkm z!`Qv~Orj`-S@@ta?cjygP?>` z=+=dq+z?gJ2pqm=hVrxUHS})VOI_B_b&(VD2d##E!$Wk+tu$ z>N9Q;U}~GTWOg4)mKj(VAGXh%GRlea`%^GUD=TO$2$`53IX#L?+?9zWz=X-{U=e2; zL=RhdzjGY0wP!IOoc0jnXbRJ|m)#Y|1{SM@OVjN>mPJPMFnJlQeTh5XF_5 ziB^u% zdVZl0+U|Z{Z!^R(48FZ*5i1~3(EEY%Vg_Yg+#gT zIKpbVb);vBG8q;IBVs{LB#JM0f4*(e+kAi5^Et1(4|5-mNTF4^mAc&D2DfgpyUXp6X}LV1 zmHxFI!A|owU3Xg!M9jg*RZCk|URU9v$D54s?$v8u9}nf88a-%`vdF4)_7XFrTTG7# z-zih1pgmk3vg*{hHEVdAe7#h>$^P~2|MQ>nkR-!k2%F>`7LsME=e*Mha^PW;bCYJY zKdq-5A5-CdvOAVyi6zNHXb`g4>D(iEypc=ivd{F4^}Lk2#GX#Cvc`h<8|qk|z$V95 zXdl{KUv-~dZk?#Cq}vh%k|hdz=KS`X7C)b!OKENtevOEd>173*`Hhh&>@3kXq7uJ- zQwc6Ivu1Evh(*lWr{!hKwhmePF7w#Ihs?L-%R2t-enAZICURnZ$Fz!Z4q=26G?gRW z-nxaw=~hnfORHsxBlj+Yh(!z9>68={K_l*BcS=B3UQegfe_?*-SqO$Y7u$I zbWq-N8bL)%X~H$94W$|C(<}?`-#KbOX1eG*G%g{)sAbv*ins`zV>@{xOha~=lnS%u5iom4w0wlUSG=p8IG5AY zvFcv?1z}W{9c2us)p2`Fyz^V2Qz?TDSl+m^Y1Y$3BBtn>VVwOuO9gJ5^^Q zvz{4^D@lN75|(nxIs1N5NomD1!2~V54p4&0vmliGgsGGpwqK@Qvj5oQ$ny&XnLlYh zUY?(rkEITP$J{|6&1B~LMbkZ9Z5Ei|$$S&33$J!qj>;rLo7YjbelP9Ss!n0yt(EP(4%}xy;09BQ)Y>XV^x|zv zXxVR)x50gU?>LquhmKV5${DCm2#gNSq#!qr!F~W0BEsaQs5TNum?gO)gi=` z>@#{~u&h!~;BdbO%x6s#R^(ERg}-(I3ss^in#!g~8nG4QK+**5!JFHO14#+LF|+4D zj7e@4sOkb#tco_$|@+BX!Q@kE$pk?PN^lncT)W3#U}(Kily%ulYP=2?%{wD zWl}^&kOXHEs}rSCb#qKr5V8oV4)^J-H&zg)gx8#lm17#A1xLE@J{y??Q&x(5xPpWz zi84JT1CdS63psOk7=2G?ji8JSL_# zUTBk>-R{<5g%=P4mgyick`t872#y&ZX{&*zR@Xvn$jd9h0$Nyy&A8pOjH<$XXbM8i zl9MEb!(k3xCXq)v+-5V$;)_FO&g% zKYC*#u@KVIC>oJ+&C0=d2Z&X4Q82)ywNf&C7HGKCetJg@CBjf5(ZcZcI0#pOO|&HQYkqLVgiQ!Mn>`G4CaB#XH%eXeh@CG+Qg>WB}IU#ZE*Hf8Jcd1LxQQRxjyiaLj zlEZr`0gY*fnj?lJOIY}15Wpk?N)EHxDb^CIInBS$aYnr3&SidHNIPMaAQ2=$X&&8^ zW3L=>RM$5|e3I)nFfpLHIgd~c2_OkDB zJsQofrrpmSOl7piV^(`>A6+j!l1 zO{!rbzHg#KZKqid9%)t)%yG9mS8AtDWQ|?bOQm4VF79bntV~%=*;(8s&sapcxs`l( zTuVC01%vOu5Q)S=TDCZAcFqgO66uuJ%-fvPkC?{6lB?vY22JjRrq%g4XiPo?t)ZOs zsfoTu-{z19A}!h{N6NV+#nGK_Z>J<#Ydmc{oZbe2!Byj`IIZJZJxBlZp#Qtmdl~;Y z*R<^k__p3pYn6RH&+?*%MAxX~kityJOxV=4(0k>z;w%ZDZ{bsEDY6_`8Pocm5dj!U zPz~0=227#iQEbexOFgX%J=_Y8`*!QqY$#_b?}Ck}6aVkYN_;~3F=-9jh@vojG6$7H zl0xB`2V*F;x8O4=(#f4>5GM0<-|dlzgc9OA{6a)p6pFfhbcT;t%UXEjTpdT|F0^DA z>@!h-z*vJ$Nz0NP(Fz*l?s*YJm7icglJuYkS%Wm0LO8HQG!_R@`Ce&@Bk878i4^)k zOyZM7=sU@v?lMbwVt`U*O=yNBRn?7AC=^ghX4E8SK)5BuQ;-Z|;Ubg*=L}_vj7%eB zB0ot?j8$Z^z_>DMEQ2kw^EX?{NaeMN-pg z62yg|TeRZsKS=#Y({TM&I9v8+Wcz7gVKH0L=W(uH&r3b%x8xHjrVXMJ^?2u_2nR=3?ga zh>*BE$bA!;LPFJBC$dXYjw@Tl~5<_T)B;4KRh(2iy znG-bKgZzoHD}ntfrkn4?!M^GBmt5>t;y&+_y!FX@=AhTp?kp?S0>v?Q%r0UrkMoDh zEbisZ8M#+3?|<%Y+w1u@zuoiD^>iv*_MUs!EXQ%$z0<>{50BLxqYnaYyu}e@6y|m< z;S0IJXTS;*BFTybOK>E)#Xa$Q=Y7yh#82b}bB+GhXkX}|5pu!wnBA#I>$+qKIW23a zv@!3*9B4gIsCB(Dr#m8d;EHS@As!G60Zo7ZYQ5%em_^sJ&fPpMD;sA}M0D%-!lrBU z=|ZSsa?I*L5Z$l2aOK@6gidtJ#9T=+cG+qbP3U!iurR~3yVmV~ELf-K@U94Uk9{Ww z%NcO?p+w>7p2Rh!^v#FWPAd{USD`C6`b8d?CG}O}1602OOfFZ4WNwUUPD`%iA)e+?z$kxn+rfWKu*#AR?>i zd#Q(I_^z8pn%QL3QkNt|PGAPbBD>h`<0`1+5ss~bX!M2d)q<)X;xqcN9uN~ee1z{j zZ`E9xQqkFy{V5&}ck`(Lm<@y(*-3>fQ=@RB8H&0_(c7@($B6HsQV*IFU|O6Wg75Ag z6iD@usbNiSqb^iO22<54M3zAYNz#*V!B^vZW(C#YYv@~eU|guF@SI}FVvHyywAjK} z1Orv!qOe4*I+gVxG1vu6f8C}0-HA!nYx&=hi?clc`wYXg=?DkrgL7(yf{lL0$L zCr?2}S?Jt^Vqh8ym^i$!i6aLKu{7bzG_9UY&N=SY_C_FWvz%aG;3c_|C?{o1vMj`y z$`S%%Cd&VZs6XkErPuy-|P<{nMv&b`0poZHo{Tari#A^{Bu{r{;TK!7MvB1N+5 zR^8Kl&E7jRBf{OyY&9C>Ary!~%wphhb2nS>`#gzAPKYN1X*>CM1`!>z9FxUWDovUr zI~80OIn8Opoq1mY4jZsp+YHG$=j3CpjTg5WJWFW|4^J4B>c*PUD>0bJD8|g`+`y2S znTeVtNnw@|Vgema7dX5JAxrQ~z+7XoG!jOkF-AiOKpu_XXHHLJAbp=PQVTJq!RCXc zJ1WW|_~NnmnB*au>>Sflkc#1vMV8Y!=Q8rF%7ynF2aQ(qq!Az@)kdj4JdOkKTKJfd zR#fW;rm&9(M9_5ZL78DuiNTTt%jjdaQU#VVp;4-i5IAW$Rl4oN%s|2frj&36M0u#7 zE@~7rkVA_%8G0;Vh5m))@liqCJ7*NEip0(74T85k7di{lBFZ$i)qw=ZH5BKA1;vsd0k%bTE z6cHsOaR*$O-IIMtj>Hk?tZR{uq@YO-uq+kHmf3S$(2HP9AO@F8AYf@1yE<0tKupP$c_O_=lF=THuv5)!VRq0L2U%5BWEO22$|-a-7n={C&I*eaoUInaFWLRzGdLF ztO&F5aC44ncp)McQlWG%TqOs2j$@0`Q3H{g8IcTeFQaA#m`F<_Zl3KhkJP%~wLK9p z-6F!u* z$L~5-&{JkD%DJ9>obq)+yTt_lR@s`wDa(CP?nnI;th7+>dd(=eVB1Eu1HB& znqIv;LMa6li5Z#7%*;e(y%CNW3@)t{b`vXU0$ZQu(FM)xIUVINCY@DpvdC6KV!tj| z8eg{kQT;EUu;d~96Xj>PJKmEwBB8ue9Z5(4M4*renFBVve&W=MUda|5w*6ksK0$x~ z{L-BxI|EIFquDskx9joc8yzRUr!AcM>4Mjao5|C!+rBb&jr$x=dtXh;vVLEewUNH{ zM0qT9s^vNOn2)y_)o-(q7Y(qx&3=FwtPuD~apE+x zeLnu3w%s>6)rs`?Krmk~2WB?RL75CgST-SbRWF-Iwv|iE+%gFiTnS2F`mg|3R`sO! zj0qUa_2uhI?bhk$XiiGcX{C+RrT_X)(u5nGt1QgHZHuyv5w2Ioy1)yD=RTv#jQst# zUv|B&mnG(;;jTF%_G3H0-)mi^EXQ$+-RrSyZAr-OD;v%DfrXa!jpRR4=oaQaMgFNg#OfT*l1Ekev8v%FQxy{#5%WbI+dJ7+*oNwx3#g4ixnm1DqL5fyjoL zB&VMb>q=7Ol>RpR>sjN=^WVwTeq3%?ZgQL!eJaoAx$E(j_`mMFnI2Ydmaj}tmCvnQ z!b);eww%c6sk^Wdd(l%NNDiTKt?UGg!|m<9xzf^76`kowLgHjJcQcpAq#bgt^(?uD z?Mb^wL~c3XDSAo^66eoBFPCz2uay`Wg09SkCHWdePLyoHhXc&boaUsaDn&?z3GOqz zGrDq}v2_$ig7ae4P^Lqmd46b zfgpO&a#{;ttIa(I9bJ+*);5)S{U_9aKCmao%3HPI$j!fVhUdccqb>!@*RZ$3&)*I^ z>kmS~__fwj=F1kh%KL_Yd)9wi;t8XZsql5uvHSl>xU^cqe8k8Mh)j5&^?@|;-u<5glKwBz#c$`aFen@+xF#+1W^ zsGR)#u&#~>nd+<%6=*6f$Kl8H*n8PK<}tkQI97_VEb&75&rAgR>-1Nf`_;b>&LKG5 z-3!fnrgkpR|1<3(>#9fpm@aa_z^lzui`& zbzKQB8{O$?spRth9=)gJScv!U9y82+f7K8&p_$R5JG4`+jUmGfhry z{fHhtJ(X^+$AbWw&U;VhO3bRyPd|S4|M=Gxs%e~7D3Ojiit?lHtw|F?TFe|4+7{8e zRb@2Fnu*|-g?=s-tVb@Cg>(HS#~t?X*)#li0u!wtw4dffd&zD(O%-3`Rdvz!DXZ;% zr;vre5Wi^rzwi6^C=JpK{qBcJ&noBF$2ytrF&MJ6C?!(DxySd+%qT78>2!YY4dBlQjPT#<}2Ens^?bPvVxB2;qZ(x?U3ak7`-s5T3B+}0;uqtbz)@^6CeYb0&vDyvHdOm zQ$#h2&bbedr}6~u-j+e+9wlqx8rhEd&DSrsoLQyrone!)qc)-Bgpd{uN_Q)aCUhK* znu!1F%SLNuR>Fc4QgTk)2aC-SESerMtprpR2)AiKk@O6>3l$Cs zz>&NmiR4_U77GuipcpaAxE~_qzlAU>g5Q6JvOv>RHo(^usPjuruEw@MWzAl3!=B6o*EAaUe-;v_w zI@`;XwR*4idoAxHpIpLq9`?vWTG-r{Wx1dFLC?uos-`j)oYuM0Z6xC9ryn-y&d%NR zoqw)>xBBz`i1O508K-?RwcA=A8OzMsZVi86TQT11%(lJMv93I*{Nf@~#PIfyoBpLK4!zw_;0w%#v{ zB_6~3m^mlUtnj&4KNY{Q%PLm=ff*#9c50Qr7R!^j)>V70d0{@gFR9EYvl<&tGyeeo zV(>j)2ka*spKos*TYp*Z7tQVKkGEg1dad#Ex^d@H9U zn&WXlN%>7rwf-X?pXzK?rsuop*7$hN{XBZvMtEYmq?|ccf2Es1FV}3c_ntGwN=${G zo*%8F?e#P8h zy7&wwZwp~Pk2OxeuKVNk{l3h!r}lcu>Ep|N-ncd2&+$$2_s}C%Tej28*QcUpZ4Ti% zT0F?ZrN)BovgT;i0e39QS1s!e4F8Wy%T;+7JA;-2P52`z(BvGX)`cQfoNB z?n`#|UHT@J@p3v&rMvm%c*A?H|E*pxeC+k1&_6jZ>}}nFNQHmydEo-5<=1}MzkkO0 z_T%|`+n(;TXzV=BU-=irUJXs2`18r&{@cK#;N+;6^tOFJroGk6&Pns@a(u6EU)HxX zy&;gNFF)Qku9L28GS?Ez($RFG&z~R9&krF&Ebo81e}QvyAGC1cDEka)Wl5WH+3!Ce zU%k-Rr$0{pQU?9{^xH|wWv=7iO-4Cq-TU){w=ZvTy>9LEeVk~XPwO9W{powXO8+mG zRrn{Z7t#^AXX?6qDR1^fbs++Lz{Yf%weiat|LFRDw)Mx^ZPM}lhgbX8<<=XvmvzD1 zIvw;}S1r7I99D2PU_Q3X2s%bjEYF{DFva6G|MS8BR;ssol6=9sZch*L_hM@uB;%;# ze>~l9ODv`SpKd>g^B0!iO8!M}pLM$k-IfNN{?Q|sCJM>96!}T?McdV%{`%?me(4rZ z7k_?2h#v#z>X&^!#?!8!ySIa-{{6iE%dhQuJ^l*&CjOTz9nXr!BQb|d)6W-Jy?v$I ztqxIRCXaPKKYY3maH*Hde`NnZqWrhM{PXzX|El6?{|5ess?&s~UfX$O<>`FvGOf@F z?WxygQ`op(u%32ahE$bFo8`Aw=UD%tr_g$B%S+~IX)l-ciPLuee`qb1tHnjzr$i0! zwOZ!6Fc+eVS!oC!Om``J%9W53ovdRdWl=sWo%`uSITS=5vW0YBxUMHRAw83vk~L_O z8aOj4$}^Y*Ch43cT!Yn^x&XYYuBABWyZbi|Dthe<&m>Bw2^zr`R3X>&kwnIDrX*2f zO(PpRCnZ2LCD2xCpG`0KY`Z-;WreH`oyInaT?*al3oW08&l*Adt3Q6zd7y`2A?rMM zinp}i5#I}r6SKrQ>|4(7JO_=n(5F&YCOp}%H(%a#krNXz_X1z5iGN0fMieFw`il6b z&TXD${gyY8d#RMke2g_BYunwwYo0(=o?5JR+KK!W$Dzyb?sLo*_;HI%l(RnlxXn+C zE@v$L`&*yCkM^IB_5Z23?#%w>oi<^AT5zs~X}t83^J<5@=6`)_4G2sMgQ`7F5< zXo)PDxA))Ig=-6ce_r-?K5izJmzI6_PE3DK*XLV_c9}2w&bRNr*VVsV9_>GVYFdA! zxjy=QG@DECD0o}1Z*@GhzDXT^U-!s;xx(3Vd>1F2g>~3GbOFovLnzVZRQ|`at=!DZXed|j3$AA9y+xs7UKZu@2 zeCe3q=j+3-Kl~8$LEGEc^9$C`D=jbEeSQ3y^WEF!5ns-Fe%t#o=0)S`zm@rC)P1g6 z>aR53xU^f!rZU5?T3Yu@62}qx$g`B|r){Ft&pAKc{_fLfi|5yG$8o=(PB?vDlb8MW zUAC^}pt{iMDNA(%>#XPP_@&`}8Rm1n^LjsJE~W94pZDO#dOdndj;jp4f4}tki+4U_ zmPcF;zjznK^0d?S6TR+=UR9JNM`l>N?(GNp{%0O`sV{!is;cEPn>RE#p0Me;XF<$%-9u*NfWe*7jex-!hBkIcQ};&iCW?VE+3h7n#HEx2N{G z+hw-T`+Ay&9UCpTvmVc;?Jn_tlreX!c3xjEv0Voh!|f4ow$RJjJ>6WLo|aze-ChmH zvYhu5%R($8j&HbsE&Jm#^4jI5ud#mlj+a~cvMXzed^=v^sqIG$-bXIW`AKUzEQ@|S z%MaandsEwzEeah~?)g_@rQ!5ZS(1{&z7eQ7&299q4j@w{`Otwsp8Z1ZX+MJ zHCj~H!R4)%odfoW%o*#Lr+9LeJZF?l;}pdw7Uec@r#AWIWz9+^NKs-t?o>SPa_wi` z&BuFFDt;>SWn2Et&dsE0?`ho}_J?h%q^#M^u%iZ^5ktyL@KlpT&^QUcE zl;ZguEJTOmU{9GBIi9eczSs}r;9Q!WCZCVC+B~LP^@ojf^;0d|Twh1wWn9j8k>gXN z<)m@aV{KM*nA4t1&!sGLTphx`!>noLPi6nK=wI?AZ|B;tPou4a7)zN;nGWL>+U9t7 zzFC>uh&5iu(=WOmd3SK0&PdyD!H+M06#qWFf__Z-VNlajPlcKtv6P|dMY;NzTaWJ$ zZdt-_RWzm_K6-I$M%s~YpN}ugjym_n`x>K$Gfl=OP|p#S>rxtsX2u8~nJVV2PE46% zPL7P0S!CV-Ra6ye3?V~yxL0~+L|PBCqD^=Wm!c=OL+xB>(d@8UQeol89oK>?mJX6c zg|w8i`P}P+s+&D#zejfB$ru7RWtD3t2Tejnp5O#B#dmiQK2XD8%t8mpB-fy6jKE46 z$V0;g4Ya2s8R@P;Elc%9O!iu5WW-<^MI6`@kBF^uonGC8Xk&Il3$&!nIvgNXVdg*q zHDXQL^h{inlFQOP;lcB9qTza-vxuCuw6Gz}2v#(1Tb-rYnP@GJb>158wcL2CktQ{? zWM=pWNi1f{#o)k#e749eo<%z?$t&0yQ|43?kPekmWGUw)ibP}v5CMy{@UmW2CJ>ZN zbY*!8G;>))n{fI79E>bgmQzqEAf}+0g@si^8LA__f;dGXK!hLeyUpEgzxaKnvdUA5 z)u)fS89UX}LvEU_P_37ByUWnJo9N6~C9Wj`Oid7C~392BcT39HOGOChFG6l20{P7>+)Ow>4WArUzxXjM; zI`$#9w_xBjth)P|k1wV4qW&MM)Mfppief&G{A%)NjHQ)DNj0G64b(Wzw!c2rjuGQv zpAd<4jniW1b+mRlvKKwB?J~&saby2PT4U;*O0I=SIhj0jihuo7CS%}8+LfFkL}#xr z6wLG+4zDHL2WdTDln!&h9yU_Uv1m3*Mvp7tT9vZ_Cla-<`^GKk6}}gsW3p zFR`5vlJ2y$%dzObzt{UaQ+AT*ShrWjCzj{nU3g!j=%9Suv|cL~8{@EHw6J_CBu!$M zcMIG6v9+5&=RStIRHLAAaPAbQ%C!<0GkAuk*>HX92)=(>$67U2w2b9N`g)qwXgEzG zSzwjkSDh|$R2}nC_ivx#C}OsFav^!LT#n6V-vWKG4^E9EP$LMG#A#Z*K6!Z_r@=Kj zO)@f)P#J}(vOIEqAeZU$E=oWC!OM)fET3O`ZJmYN(%O=Vy&uy|&i~-c`B27r>BV+E zLLj^2<_-7&L=2h^p3; zENco|DK>Utw8HDsS}npTN)MS5!cwIzBI3jR7}UFJ$Q%n(t%^d~$cu*`EAArFSeTM2 znF#_W+HFtV&2Hf-^{nm5xmlq1$6zv25HUvN-LOH&;O9EtoAs6}n3L!BZ9Lv>GV2ii&n>^TdCJvr89!a_UYR^dfc{Hv`y=^ackY5%ygbu5I3Nl39&?}MalXjYr;Ib4 z5RuMc>4uPHHyQISv6+-vKLxd%J=1Av^Z7EHOJhmdC*8~PDD<##m40%I{n$nyB9xUj z&;u#^rYOv%kuAp0w(`@&#wXcuk@vvhzvwix_=+5#0iC%L)V%(0b zyDq%o#Ix?Q2OVn3(0LZRw5R6BcJj*@p0g`)DGgBy$+6vh?9f?3l4LQD=uwGUNs6{C z_whP%D}|9fhGw~*o`0(4-cn9+u5rH9YjG>{;oG-QQbj9CGbU$0#w_(jRL4@+!*m+~ zvh&Fnjk#yPji;y3l3?{%5+4l~QWISiDZzx6%2Zqs(Ua_+18}jCkpYg8V{nerJjytV z=5@)Hwl3q={8rMVG-nAUVnQU#Idm!7Comu#L9Otq4A=oR6=-44DWMy^@W`% zgs|3A(`61aQ?83(Oz=!4su~58XeK*nJ>|@~kJ%@fwXH7o$m~BzZBN{BGAni$^c`cK z1SFv=@v>-Dnj@zz&9vdYhj~PPEMn%)0tNMBE3=dB4tJG75?&=vg&&fgC#ct)2-<^V z0x#WbpJj$j%Q4d(nZ!JwuSPj3U1(JHMdQ-svgZ7Dz8l{uQnOVMboyf6+{hR9YfI+& zu6Zj}-79aHzL_6B4)5KQOk{{8J#u!;!DPyu%B+=&x;VV};SjiRt2jX~0=XozOY?w2(;O275>YkpTuINJBJ5QaJSJyvGt=2r8Ln z8Y2rnwY#D-F|<0nMHDI5I`SrAI1U;{=8*Djeqt0|SoU|KmFVn2l%2UV0ud=3ZXhDS4H3jp zN|G2eF%S?gEO7TUZ7OjLJOW4Zo-{0vpqXO2f=ocedsNv2cK2dY$vrV-pxCXwSi~;)I6rY_l^GIXFIsBQF>*Se*2@>0 z_j{nEvJ}h&ESY9u(@dI4#K9#FO-sMW+%Km#(b?TN5pDT>9L+{F;iDRy9?hnKR*(mV_zexV)_IE`3^rNLdCROt+QFvYtXV zgqR)0tQHB$qqtNXY{r8sE1CC9m{2hFX0cdgrb+H4tMZ9T&8TG(-&1?17J4#jMyllK zQ3HIUC^USQxt}KM`*S`-&Ud#v^_v(-Pz9qTM`B@WY&lF|g{3l_Pr@>0y>0P$k6d%D zUE535$melq_pg+XgYtfeGd!RvfdW(l5RE=PqrF(`NBb+)14cqRdf9zK%LJ2< zfQuy^sWX;#nmI|7Tg&CtE$_vl>~uYwub$D~okpFHrp~KhTfB}tkroWjjlzM9$Q;kC zRk*79n6cZWU{kT$(4))^lZchdY1WrRukxvm+r9Wr#wB<5T21*myiF zy|$NeX7PE(5P#U)&2u&(ZDnB7Qdw6%)n*)9ct3`1pg%ULQg&rlfb^172}Z*+AL-M5 z&b$z1XlC8@?xR0?tXf~B?NUJeWB99i2RYIKs-h7%`h=`vbuL2c&7hRgR9s}Awkx=3 zrL0s{7!cdUqAY7=;ut>m$iqP@ErkPb)Syg}9H|Mh;5l>Zqb)y!t`^<-7WRHvfqZ$I z|D^t{WCvpUjEvNE(9v=_r>QtJxKb``Yo+S=6MeWE^aQ0$rYJn}w5q2{P#D~ji>fR| zD)6)9VnoRf7RDmfKxZxQNy#LU!a>OrNdS8o69~Z|79^ZyG9Qdur4|ZiOPdJ;4hmyb z07*xN3qze8 z5%IyP)Rhv=ecB;2W2~UFT2VZ*JMmVEm<^6~rIXI5ZT~N2d*^u*3uNQeEYDn? z%l!ZNj0{Euv<8q`xl}ncGZA4kR2Nk4tbLl;FTntckrFhBxg?6+ia0BU!=kJ1rt&BUxn-+Ij%jnl zbQ};I@5^>1gR-eCMN9e;8J4FDX6HT02c{QIRx);!AAFxlAQ9$-Bt`ffIzWh!9PX2n zilmY#*K+9xe3KJ@S&6p(;C!oXZ1aM`p)D*OT3JHN%u?2+V}#FCsf#+(wDjBIZJtBah6fsq&Sbe3U<*j5OnW$3=&TWb!kr7%4EZ4n9^eSa`?F`-a?fwiB)@mSLWj@KiV>8j;Y&&2oAeIZxqacBUjPxE?F&ZSdS}2_~$a zd#jW}q<{xgvVbTuJ!upQC!`Qdk(5Z7XIRyUn3hCjEaZiJAy&kLQf%lv^tsCg^{V=C z`>s6!N16kP$`B+GvnMAkVkaMEjxc0u_o{jt>EVDjkUIWWaHirxp5UZH;A92`$nNtE zYjP`roK6a2s$kwPIYMA*MnSG(N}Y^E-Z_*~%%LGHqS6SENeDKCQ$oxO*)Iwcok^^I)mh*>_Io&~wg?LABm-oDL5vJW5CZ_i zJu?!X8BEKA{1CdZEF)weUYsv&@<{RI1jLa55vhQ*3R7feSeQYiH7eCTY`&L-2FO!T zkOGGyO)F)JPx8T(LkHICfDpUXQB$#LW?IugjTqZx!IXcN=;O) z;GSDH!jic`M0}}{Dff=Ft#ZpCeprO3F%!u>HGmwWnY5|bC<_qHlYK{6ATnJdgn>Xr z2$3L1u64x1#2MX2=1y?QDe@Uoi(Q0(&>7Q8&>GV?DJg>~B_v3ba?)6*SWKqWLZ||P zh0NjNNfBCAxCM2V#?51H!v~;|JtCSm5`IEA@}At_h}q(dE&lZl#2g*c*v4$4rK{rzoOi3I@6 z40%vRQ>V=WuyogSumxhmjdg`ECesL?p3WdiDyBO(W=AIslH}At(|X!Zh(0ODiF7I2 zbN1YnbZIZK?}n@neTOBm)uf$(|{Do|kY-3xOg?o!l7{iCg4kZQ!zx z0kgK&T3)I@G>KUTb7rK6gGgFoC!ZR&2q~2j4n(Bhw=L9KBM3(o3Q8K``}gP1%kIxx z6c#_%jl=t~{@P8Nm;b?I=l!SXtLJaQB=`?&+2;PBK8g^4Bc?G?Ef>r6F|pgxmd|7cMWPfYmFav;a39L%2o*Bn0}Ri zV85B)XFNhqERD!BVhSp|Msl*Tq(~cev9RO7%(Pp~gWVE|d}eySf1dv6z7{SlT{(y+ z^ypT~&hS3!u#!X;9G*+v&Yz@%-fg|1!E${Z7kYm_eSW`FxQL&cNG+Bby&tyO>A#Ws zM}M9!E%?ujw*(I_?olg|)MPn4J(*GqYn?~FT;g*RloMs{dzjx>mVAE>Di}wlp;~RV za<(VP_&x5ACq4)3{j}bfaduxG^S|M{_hY-4wQ^f_pY`}xm8Xfd z?kJLH%67k5$gA{CAW#@=r(qpV*(4@u>4fboltkz5K6(UPQKxPxJjx)49m! zY^SUbYNU9!xeMRdQz>xY9!Ewd%{f)=Oa9}oY|-1;*^{rbmU3e3c}X@S8yd^f7KR?S z=1g5mNqF=?W_~;jr)LUFD`lxO#&LJ#6jiM;kG-{)@r?NZ?;$>%h~$&MhW(cG)oAvy zB>&j-pB(>A=l?>aQ6xn`4NyuKpV9^sQ=uq8W%0r?t1}}aGJ2#+W(ibJfr|P+M3`p> z4M)g_4~Z?=m=y$qa8SBZa)3Dwp=6LUCk1GN9w1jd3A0cI7Vr*Yz~M*6B%+T+lbOMy zTme{?1TlNU699d@sR*SI5r7O1S(ucGl8AERZ=cA_%>4L0qhwM5;FJuHKxRY`Egu8y zltFe74J9KP$tp>VjMPLSPho)Q@QnhXz=yGy)q==q?!PMutCCAlI0#4su_uf&3NRrS z+#xe)&gEC}3!D4+FE&QTrz~~WJ>!MgL61xjotfIC+Yw*aC06;nl|_ zDc7}lbrZTDbtmGW^kYt`T0~QnlPF%?cM!rm(b2F|&ai2b?s<%f&3m3k6>1z4Un83E zSTzds<>L}~R-uEaNK6@?G=Oa_3F0F(N-3>BFD-hGV+v@wG%eKa?bLI%x~ zQmAhelP%2S#*QY;h^3Gn!5<*ydpfGK@1vB=@Y^Q#C zwxILc3mwJsp&P6ABv++YGG|iYRGiI@F;OB@z6e4 z9>H*|0pVnZ2(j^*)rfW#BA@2UTtlThD+uYy@FcfUG*`u-dkQCMas@Ow!48fbS-40D znS~9JtjQp}KccopseW{4YUSXu-M{fEHJHJ~2_h}Tg@Yy^lp-c^KNmWjna49TQG!aCz`eYUj56r=A1ap{ZfhQ#>89@jz zz_3gLmZ;%cGP3qjESz(Y5j84IBuGxDAOPY-YCVEDI1CQex-OBD+a^+lgkus&aV;JAEK3wJD3wS!!iw3UV|1hyi8}vV$!pm!(z1*nNOeEBde8ql&O6iBSp8 zO==yeO3Ydk+-)>>CIG2CgLiUA)}(+qA_;BBDfDdR>{^MO*wR<0O(jV_XyFl=pj2k2 zRC=L)FAQl4#*D+_SQv|cj~q&;^vlEK9``6Wt;Q}a#QJe|FBuXPfziCCMdW}m7k0ul z81cHlDfT9!v=U0n$+<>Q+C#WS+A%lc9*Jb-q8^=Ti+b3~=IpbjT%vw@!P%m~y2_yp zmPqR652lCES~4{r1ya1YrK5l2lg>ez!JJ%;i!-N(Q3;>J@z2l?nZh166_h+0~PLu73ti}1J;Dd&uIpb-l3TIBle^G`nh!u>br zZNVo#jQdyGf4|iKDxzl^n=Ljgq9`Nvek`qN<25YJACZ-~WgD+N2 z(`{q{o-JhJEqO{_*`6cdPe6=MTK#M260erG|2|1hx6=GRTpi@ z?N|Lm#f1g|4sjoRSWD_pn(}WkK8630^*e`!T?l4;^O#J@E=;we3?fjiua-w1l=l;_ zsw>HQ;AM|ne{jGz35#x{s=n1zY50;R_wxIj&>^3vd^a;IwXAUf!eSxoHY&NG&(#py?+CFl= zJKe2OoKIYo?ZI8f4E`9%39FPPN7}6{Z%Vi9bHGVvy-K;Plj(6AKU=29ux+2tR_b98 zv}OHk*%cc=7LO!9@_mk**e)g#Kf_MpZ7v7v?;I{ii*V7UE~{21{aCt zh^T4fgx)lW)WdZf@ew$LD5nhmy$y1!FC|ye+wHE zGbixDL#LQy4C^D9tF%^15Kr69##R0hc8~l98U%Nc$Z!lH0uzClI8z|%DN4fLg-9rf zz~n)D5`a$eg|TFkyJRSnFlFY?l$5CTf{5!VoNVFZEm1MxyaTtHPFAO|do2$iHJ zc_Ka_SU^NX!ZH&?1fB^(0xl86PRJlm=12l5fe8tkOqF<&nn5`!z!1r-Am)!cQU)=I zT$n^4EEEKIP%sxx0f>p12^ksAW99_SOqdr#Bd;~}l;wy%Fek`VO7O+94bzmGd@@|T z1mud8nbG}0x*!WzONn3$U8yZWTIGkN7G(pE4^O7En4rX$%)&ScVTxx4!YG34m2;6i zNs=KYOvghHMm;6hBvBG3LL|VV3qRhAEG@3;SI2A2*AZXIdVfsRpR@eqLrxFeSKG?| zHeUat|8TE#a6U2q!BAa(E&9+!j*M_8OF$@#1oJfUN12BT0dD=Bt9|&s8?(~Cr}>NF zM)M)!B{rJbhb_Z1vK+xXvapRAbHnRv=d&!WmITj|Zu3Un785yBDN37qz)7J>npEW> zrH%xOuNSPSv(W%8>+e^+QZHT7g)x?Cy4^10{agHsEeYiH8)k{^?|Qku*BuhgzQB6B zjP$+Em!*~chqs3@q4qZJl37_q%XP7JUf-V{N5)D;E>QJ(o3<&r$aB$X?p=>Sb)v`z zkIm_ao#s-pw94c;@(`agQQ?Fd+8j!Nshasd9w(@DYtts#cFcpdmUcOx;u{!s5zOM# zO`6rSH9lUWW~zj^MY_+);KFs(U{Vp~In=3q+$OFA(LTUl1Fpt|yU#F1_>B?faSaR!ghOG!@i z!v=_%lPfi6Kx1!8CkF-o8D#)ZHN|qTC5~1m2HU98~4P&@75epj#L|_D41`{cTb0nX1DMcdp1DVQ2dCr-H5D_NM zBm;<$5eZhyYMBmr4uDEb4u&UdD+mfi0$MVwn*{)Mk8mjqoEjkyW8Kl*6)9fKxb;c_b2O z!9pq@w?F4c)wOsotR{tsGTbOpl$qh2Ybu2@rWED2=FHfq2*|!GmDF>Oa*z%z89U5c zD2P7tR!9m@WGFd7Gbq9%EQm5Cg8(V>z3>!QnhPfjG(d<&;!#*&=IEuu5=EMM8}vQJ zMV3kDPQ@fb;pJX;9aF?8VZuz{KGDbbrHq9y8cDP(t7fBc%2DD`d}sosQ%g|c9I&ZR zKkoP3_eUYDm8uj%g!yHuhQrNSYil(L5nI|(meXJkQfen5j=2|eiOIu-Yo$UYlT1Wv zRUlL?5s?(30gWgLJuL6Dl%mYhV~~Xtb7VpA{cr?HIP4>x5hD%EQiX$A|5jI~HRhd9H=wtIamkT$9r*hR=E;W{Wb>QhAXftW2bw_P2qFS>y-WvoydHL&jKh^uw^0^nvsQ>_g07*naRB0@ck6)Mg zqF8Y?J++*KxjR{8PdGc|`ZazU@`%nT^&F+5CbZObRp=RooN&iR)7GK+L( zGs_to=`Igso*jIOW`pVy3)nL+PI`Tt^Xt(iaw+>vY0cIqj+cGgIKx@wDpydyi)SKu zn{(Os^Z95O9z6p9o#$zmn-36DknS^mN*a?NkN;bgw>Na zO6IBNdcx`ajz4o|eLeh$<3y=(zK_ped;j_Fg}MPYBu-x1Cv9xxb+vN13H*yPN^Kcb|uQm3Vszy7cN3M^UI8hRN6FLN%}6_s#$B zXejj$HGf9Ddi*%^)yH$RKS%x@>Tj6WwC}mLOM3yk=O(@QFps|keUl6uLIiS1ZOiG| zhK(8b*T0OR^0eq#DB_f1ZqBafQyjrom_QbhL|nK+*$|2FB0?f8E39}%!FBclGa_vb z3`@I@@vWgs^q{wNGfS4M$Tg^0g4dt1RDo+eV!rp|Pj`Qp_@jcEl(Z&Aq>(tWr(7bZ z1d%Zrphgm|6QaT99&85Y#Eu-Q?4h0?h29T0nCJ32s*(nI=gh-fU5>+lwQl2wzQNA;*$lsIK5i=&u{tsDiAWvF} z0|fVBKrhUn%eXzS~J8|j9cnsh=xYF77>npWUz!x~a z6YmN!8?X#IImGO4`731G@~A|$a3sbAfg9z5F$l;HLGmMgBS$n7?vlEsN1ICThm2MyJ1Q<8}8|{KrK_ z>YgVz{r&Qau}`+CyPpcmjAA=?8!D(i$sH8#Y(}L~Y4mzCAj*k32O`YI@B?|Ii^A-K z4TlH{=Z4c=U0Dc}_}H&dfRGek;I++fTQuL(lHsr#zh4%vp{Rg94Nu$jBe7S#w^nBs#;WvxFa)(NCeE- zaZ&S=MfHh&M3%sF5bq*Z+}a)^YyLoa^)bBImPd_`VIe2i5J9pM880e~O2TPA$UVoA zN$G1lW~TRa-#n=J0v2l{d<+}A6BiW~hC8AMxl&O%Pdvu#Q#!S?F7^F3OI9NB8I%*8 z+N3RdBo(Z=Lu`j_>4!Q=oQKNa*h@44rDViJcD6tbV*o)8axjlbP!*->W}F#w07Ep{ zf&<|6B1!DTNem()UC5h@Pa}s1!6$Q)#FbXs2c@wSfX8%WsqG~n52S;YA&wxMoMsN@ zoSc&+SxS_!BZ9anF@rx&euE-22*F9s#Tc5Qgj(4>x+F2t?mL?@s#HijfZb*yFGUhI zDR|+J0XL8me=FUPq*y|NSxK45W0F^`gv9g_SyhCE2RQEpC6dUX0A&K?NTu@Rv4;c% zNQ`;Z$a7IcC@kEQ1lk;B4(BvSH+CyRRau&lga>Tqa(3l0%sCUT5~a-1N8NwI>4!dZ z#%tnUnJO?~lNVZJBpXLYCb^PO;`08mOAg_j2J(C=!r<>m;7WQ3z_?0OkKHX8OQG)# zVV<)aGgBm63dHIprOfbdnJI-rGQ!1gf+NiiSF1JUYGX!%IFsGV792Tin?d2UO%=%x z+Xo^Y2o?@z98x+&Dx4!`qI(V1P>6%!ZkPv6Vs0`A9fwGbo>EH4g7koL`C&VBN>Sd4 z&6C4flLD4DI{gYJ;e}~Z68j55E$^QWEoBKrr(0B+xy<2-$7ybrUBJODq@k#cgZhmq zRk_wxEYre$5JZ)#nz_3tYXzO)kW6NkRudE{BxfKPW8qQwkV&GFU||4G@aR5m7t%0J zF2p5_oESWN*y*=_U7tKe-RGdq8W0zgi_R@t9yGSuPf7*iA%f2eBX?J(xN?G7Z^f*pc?wv-oj1wty2Et;@*)mAnr^DQ=iVK+l z>rP1VBq!G$dejI(WnFsn5 zJ7O^s=hJrF@t+QQF!ggM{!O`>$?Jap#1Uk?rV6jnQ&8=W5;3=}-&nJ>^Rm*c?&ime zms~FP*vow@*!yX-Zp+(d#Z$7Q_wXzrp%4$YXIp~GI6AA5?RoT4lI5)UIq2BoL&_uKLx&Ki0=X!o_q@Z7gUsN?xc`!|p82b09pWj^`7IP9TkJu9B{Sb2`a?tAI} z12wlK(OfbsgD7|1dxWU0t}~<02va#rU11o#W$?dI-HV@XGp@Ce3Yuq4StHTgzh!_a{c;x6%HE#bJY$i z=7B*G%*;}ON_1(e6+GROsIW4n+YXB~FYQO?8Tc(Qb7(6sTypn!I{kq!t7%5RmAvQJ ze7teqP@hwiN#O*rpl}hE9Js)CN$05PNQKmdxGsw)V$6t`V+Utx-0Et1PdtRDP)%2r zBAO9*rpC-k<-;e2Ot1sVl$=N;M-m0I2RW#RzeO-f0hqEfH9<=kf&;>wU`~=`jZi>X zst^c;(=!vS#6ny?B0qtdAqkL3f;?OinU4I}hJKvsd4eG$5n<+@@=@tx5fs6U91)iA z%nWYGlQTGP2@WWj;3^O}6S$p)VQ#xyCwGCBOs9y_3KcS*W=zCsk%Rnh?J7bLzzjKH zO~+O9=TT0cFrHMNz&eh*Wo25~|7TuwmD5kMm%)9oPcip>%)cD{caIcs zWfo5}pINwYlgu1LYFGdFIt{-cV@YnIJZf2O__#&xQZF;BaBZ5^N0s}HkIXt}QB$&^NF@_Sgoh)X2f6#q zoULWu)hUCSl^c~X3Uo{2?8NH$Ps2n45yf|iBv_k)55K!cXNwEh!UA;Ag+uonZlgVByprW z6){<|P>%6FyEE4UG+nZp8WFLC?hcRKi>E}Zmz+4Ph88ZcW2;(Wy;tjuq{wdBoToK8sELB8dSsSu|B*kVgp{X&pWh3m0Wl@{As&B*DX&vT_nr%kb@}wK{2nj1xo&W^PI> z`kL@Wib|q&M5=^D)FKgN;qaLVZ6QshO1@ecLs^S|R4s!LN7fwh&8&(nsFE-uGyx|o z*dfdunM9FoL~7kg>fBR2m6XQ8>?IVpsP<6Zv{dFoHhdnaze(jdx{wx?Niaup^(gEc zK>?y*3a12R5Uk5MyA*SqK8Q>;3Ducwh$G1<4Mc?CcjyyKE!`m}+7$p>yMI?pIt)Jpw$Ub-6Vr*02p6i;myce6< zz_KTbfD<2dsX(@4n`ePkl|Ui=RLLj*mg$93g^Bn~Q6ui;j$Bv%OG}^Ld3=b)C|!hG zC#Y~bW=w#UGl?uFjeAXWpO3DdFQhH9x@8JweMH+*_Zo`~<%jz=^8_H0$btCZLTpO% z*4RX;5F~ToX{QCtD&VGbFm~AV?aj^BT5?AgS*AYqq2zn@%&BQ7&$p|zL>_j($WPHe zZ}}!e`Dhc8;;N6uXC8DsV#apuG9x@RS+d8Dn}Q4%dfVNG&@o~3;;-*g^2 zoe+59(h8gF{h{&hOZ27eOKv&LqG9Cd+wnV2Ct0Zk%bYnqYIV)t-jBHvU1rw(D1D}` zs_T-zY-yX&S#f$e{KyJCEwnY@6ge=J*#%wZ#&dtGk9HdMBvMKG%>6#zE#J3!@LVs> z^`Lej5K^Xj-*^2+`R|v}*7>!>Xyu14?Va9Pe+WG&dr(YE>&ye}^d&y$@zn1OZZb;Q zS*5$&U;V_cYu1(9+AgT)xA1N2*RS{Ywd`nL%JPNlHH<31UF*Vs056fhm&aGd08>D$ zzhUxPMxO3(fBtE!2kI_PlrJ)_r*e$5@Yi0S%Rj%5guGZP?8$aDiq*gQm`^O@VD%7f`Is_;ZkP8>4W1;Q<%cG#2E;XCJUh; z84!0DSY~DVkOP-w<&@M)NQPuGGLZlYkq{*a$N-3l@bUfsmwx|N{RL$vC(@}SUEI?G zSyD<0<8OZ-MiXg4g(09*qzFF}NK&K#A2!T_psWW1NJ>kFm4pz$X?&ribP#}aWFUL` zVeJXZI*BsUoeg{}#h$F~v;Skp=JL%mj(*`-YuncOnsEkQnQY<}`Bq3ppKku2ioHDR zv$nVI;|9AtttVf9f9;tfp(U43Ih!Ax^Ws=a9WZzQpmXnuP6!a0STK2^LD&<~#96YG zJzrXG;=j-Pw?J?D$;)yCMZF5q@Y~J5f}HT;`cv=^Z`bcnH=Mt|eLm)u{Lp;BbUDv{ zIVO+nRQD`lJ1_$M{RyBkW5p=T(lo?Nq;%@q67KY?FA&B`ty-b>i^ZmVCbYaqK?! z)X$V*nvdIW6z?oEYzAS`>jKLAYbm^DDJxfW+BbXbPU{eAXZ0+yoUBqx&)Is8lhX2f zJ?Jn=1uwu1+idUq?aT7{p7#_K)zT)WI~_L0IK6;DGa0h3E69#?gjAAB%miU30@q@~ z0hRTgt%%0|A5^^z? zrnHS1Bv141;lnk{YUMmbXYg81Q;RO2j#+2t=dwPRMQ26;$HOxw#Vi_GjAJUB%5wje z_~?4i@?@+Fk1~3(PIQbEtIx77A`>2DgSfl5wdBjGmat>@V_@^Bp*xR-kIENCAu2+y zNP$1{t#Cfg+wpdAYxpcvk33yFd{TfDpe~srrGgl%XKkv=W6nqug0dEociml=BTqy; zGpgMyJ?a?WPuX~3em-WWewUC+YspWKmjMV-L{J19Wm*z)pdot9DTOQRDq)!!dE|H+ zW*2qQcB`q?F4+#0B&Y(dXAn6ufoxUhx%3<5VFgqRSI#lBAIDRnMKXL$PuAi!HhT0) z3;jf8)B27e=g-}jED9dA{9(rT5tQzQmQ0BZ2w!_n@)2GnA<`C6N}ASbW{}&2s4y3m znlvU!ZGc9Chyp|qMiDMiHVSoy)+<4$r;AL9gZ;WT2_Nr$ChAg2PJQBBV?PM&B9fsI zqFF&LYwzyU21gUA3?h!Kg^5x^KmxEMh$7h|AyDS&ftV*spTU?4S?$8}^`McX!JqP| zoR6Z91op!i(TaWu?K3!-)jymzM41`jOhOQ)VTM6_hQ$B_!bwXMo-Y)X6cLlfl|_Ud zE~+ktXV5Sr5*jm)NAV-qw>7vN=kU{D>2#y`z2g0J(5EO*ho81%8Dqw=m+uq1K-`nhhDf1mFbIRZp*9{*KW2zOBdo z1@!D1hul)X(tA%oT*I{bS^247==J$mo`YF2D-IPpyPSJl$GM4(42W}KZy04-nYQ|j z1tSyE&U8NSRPH_LZl?pM&oZXo2WCxqntJWQ!xQ%=tD5*c=9;qLqoMPh^tLF$UFlik zYm8N^2Hy{SLWSGLKHEs&dtD@3pq*JR(a*6}jZ=}!euQPV{m*MLm84^e&047m>FA&B z`SHHf({(?;+*ypi(e1B4@CN-%S$S3+QS95AzppXZ`Qcjln>5p=| z*02(T=hS?x_2(wv*|$f_32gQCPwd-B&Qsv}-SF)^wlR*4kNvdoXN;?kDtEJ_Ipa6legvMz zlH;`5`De@Ld{sJx<=k6)FJy%Z4LxqPZ$%IA!8sPmx{9CE&S6qwrHy@$(ACQG`-Asi zhWyXB-(ORzwdF$7T>SXMMyf>H%qISIE$PeK-YhE@iEm!UtRvIb&Ch$~c-qVJ zPy1|-V%6rm(^LQ`vL*uo?&n$l*>p1Ew#{Kh~eSP1~_P3P3 zeqaC2+qH-I5yiBbm-$xnmw7s^c`3iRZsb7ybmpAr-nS0VXQv;&-OrA%m#05?EVG~A zPV(co?T2@~`?|Ms$s6B(4h$nb=(U_qdw(BuU(PR*?{#}<`($4~x5@lAemi3bq}%ID z*{+jqTv)%>^;0M8+rT^G?fm|^UwWMOb3Rx4=dFG6d^_L&(&ft?U%y|En_MO~UH(k^ ze6Nvvoy$ROM+uUemwIpGQRw_?bXxo8r?C_7n|Ip!9RK(GiSc~Y@p$lw|L6bF>Hhq;|9UJ>eW9}!{qvpnf0IfhW8E`}l(KH~_V+*eerxZC?9Vs*(_DV2^&z+aPupwU_DS8()3ejP z=YF&N{^_k`4ZYMQznp^ zcoS-wc_qJObke_(d{4BDFCuLw8xu99+5#o%M0u%N;7Au>DcT@vEXnJo?pjnzO)f#= z0un}{ffD3|Boc6AU05oKBp*RSI5Adc0Xc;;iTcVMNyp3)Q5h#8r7*D7M;5YDZgEPP^tI}DluIVj)qvOA^+T8E3XmTog)^=hGFQkt3A_J=i3^_8pW!UnC~h(OD{EJ}+eUIC`l-)rHl6x@ zefvY^+l~J1EglDd;pOiSeSXVj=Q8u0eYun`_t!@)X8q4P|4QSf$!Cg_&9%s9p{pH4 zBWYYuM&a(>2Awmb(i&9X|HSXip%If-0r6_t>Bk` z_@{e3N%8fRpqEi}yU?wC{qZ*B%b!|&`qoyO^t|)@;inh*(P-OGmsfqdF8{)h$kSlKS~}@O>n&LUj`L%-&zVE?155w%}+j zM)aX&u1{a~%de&KPd~B6$wFwF-!J0#o6Gty<@4Vi<@>taT2P4#(fU?@DNjk5_kH## zT-#dtN%Ae;L)F=}+_VyqmfF(Cg>? z^th~F3u!M|Z{F{_jBVj8IZM!@9w*z*XFR{ip!a`0zy8!*nS?m&r6!j?&eOhR9I^A2 z=s7cAA2rr>{lnv4m_MstcsUJ`yZIz4TA1d`{z9>O<2ae?O=W9h$a%}ydG(h+y|(ME zu31*Hc}5==i{)uMWPfAYOZAdojqc0+GK=!p+x5p=Y5dr)$G*zUO(iY#p6wyk89YUbH9AX@nQv>G=Y_}E=dm?pGP0IbpX*y2YuggvJh^lm6d4bFzo-xZ(Ekn=e z&{N2{9PgzMokxgwi7u3~Ft^9~ucQwr$d3aT!`yz6?4&!rBo6o2vNcf=^O^4m6*dli6SXo zk_DlMaWRk;0aQ}b;FEH)-z~G2BAU}ZHi1^56N@AR0#HhZWJ(%?plta;93esyJ1CQa zQw~!UN~Bvtvv7)Z#Jb(sHVqp`+IU#HL@eIIkLb$9mBHyietZLkgwoR^bC7{yf>1UV za-9t0-kTrdRPyccCDrJ^=t4yVk)G_mfL{;uW! zVEkL*P3S`XCGTsqjk^gKW~B&HmmnS>k&$kmrO49Gywpd|`}_U*^nz$?g=`5DKMsmV z(djzt;;J)7@4M|J-gU7i%?$k!Z}WEF0yX+%rTS$%(b-+zZnDj@_`cY_@Z)7Xbtaew z6eJS_q7fjHTIUiISiesrJQj5=l_)kivja-Z%#~o0$?*VZRTtsuwGIOd;T@*iFp5_oP%Z|78o)*F$tWI zOpctHL8*k1VL>3AfC;dOC@+*AR=@=i5(b!=lRpSq%)ty|5Xh52)FVA%%s?v9haJg) zpiJ-}Hev&PI2Q_q6KTvK1xo>Znq>x%B1~B`HK7FkaEKC=L5(Tq1^z@i3Ex~E$YSvW z$6Y_p9+L0?B@5S5#ynyKSw>7EPVx{Wm1Vl-M%f`2+Pt(`im|bu2?}`PAbx-kW=WN{ zP*HIWhR57PdeO<8MK?DCsR@XO;zoHYY1CRKX19z^IT)%{nc0tbhOt&;1`%^-nPx|k zXQm)6XhA?`%cz1f<6k>TlV@&I0x}4njdsI{Fc;Q53CI$}uRkP&=KUlQa0leBuhQkEuSZ=i7Q7q6!GSl9k+# zy&v{F)rHd)gYfF~oni{EoIeWxG)>TQkNXk7MN_#zy`P5ULU$EAirhxEVbc$cPg_%m z)9ieswdZN%CG=$Zj<}Q*F65WZ$9>zs-Lm-Qr41Xyc4@49qCj{`YQZ0yp9|(32jNrG zXOVM7*?#*kbk5}5rm=_A%4yR&efDMtbZN;g|F$8xot!IX@d#Dz3{96#^tMlogNI*{RtcsF|&oV@*M(w~mwUndj$eouEXk`%6@m*1Bx3{0s)L&%t@Fh_mn^drpo z!|tPxIW~@>rO>VA;V>0-YK!GO3Q)=PpS#~wW`mX7%DmNlEu(y2o|z;*I4aXASZPI( zZG0mw;1a~GRN{R+?m+^11lYI^RV5*2O-O>;laHaTUCx*7Hja58j~%%TSpfC4w3#C) z4`7fS-LEMmREKG|5Lqj(T4*U2-u-bvtUgvR6^6qC_^<>i87~m zblR1fQN$yr0e}eSY5io9F&=cF(z>2BwC+qjPzvE89Ab@4k#o>I9_(xZ3qa&30|z3R2=WmG z<|UH=52|L(sibgnraSEjRu7EG|Er3V+%lX((~w9i8Ju20T0;ecSdan&l8^uxV5<8NWlEYE0i&kD zGQ*eK&TK`&VBhELA%C(DOosqzO`9_?E| zQ_n`%)hBt#3?12!Fc-3gQ;va>!SKa#BG*hd!z7AfJ7^S|(KnYupl!{EVNi%}LC6uy&;yh)UUX+U@@|MYgU_Ax%<2qVI>63tQ zfnSt5#`KeJGaqdK9Ncw!jqC2eg{^~{r9`p-AWt%AtwnF^S|gX<$>{)j`lpUdBI+%d zcC2!bRyR@`v+>&#zRb>PJ|F5)@l>Tw(QNICN4HJQl~0wL-95Ht14%jbW(W%UmS9odhH10 zdx1gPgr(fiZP>4m6w_0YMZL?slem{>o;})hf2^;&vf9@(>$2RXoMcpX?#b_h?;|^L zA*^iX+l|RfDG5nhwXP~(>G3T~iF$E;iG0A{iVe1{`z|&bb>VaP8q7|O*G0#kz9E;& z3(aIIQd{NA5t}BI641<+G$D&FtB$uZwoFo0)|wDPlv+X_K3AgWQb-pGx70<-k9!bd zy8Nbm$Gm{P2n+BHsc<8jfo|D}2GLAfs1mb+VumY$S&=y{n0AkZG#064;aGzx<|tS* zDQPenU2Xf~iq7|t#tE3}MD8SBS6f=Di5ts=l0Km$;vM4hFg|QO1WDP0A zlFZ4>BE*G5z{V^>Gt&tlx2hnbga8g=O3!p6BlgIRc&7+f1`1FE&WH?QCgLC}BFGP1 zXGT&53(ztoGcy@rh^>f`C-YO#d&({O;dwItEcPH5fWsr*GE%^df@$nyX8*|1B`as+ zXloE?fGo8pU%WmKl>_#CT*2gWfZv#3Q=Q_JR#;t?jo4;CY@2f@nF-5$gw5nygeGlc z8ryT&GQ_HAQ!mt;m=+$ymYH-5GAgS8W>zRz$kUogWRNy0B?1--Uz(hPPZqt%yQs6B z9FeeN{B7O-x?dM<((bip*@ZaX+WYT!mZ~aVkSxJVSq`bQTNw}fTJ?Hb-{&~ygIzd3 zhm3~00&A>?<(MJ6;gkZ+FVj56-~bS5&gnw+RIk(TCAtzM6ET`N6 zwpA~^yOmm~fXyTBo1&lS^51^=lv+})cyDnKZ9L`}qu52ns}oJ6X_OoRWe!`0Tf3BQ z+wCz_sfiaLxWA)%)pA-d8>t`=M{E)&w~_@tcJ`^&glr+7$FQ0`UB_JAPmdXH`~<|W zVLlT^t9A1+HE~&&x8EMXu~;FW99TYJ5KJ>479!!nI%+Z~Q)!M`zmQ<&`;0y4$HHHM zUkQJy(QpJutWlL0xCBk-JnuAxtO!JyNC`qDZnB>DVV#r+bH)M^jN|@YpQi*libo4- zFfF~DcL7aACgV>fc8XPzR2M{LL6iVKSkD|mm3k@Yw zdSM5EqiYXNJ9cP9c=E7kn;zCB=vMwT*Lp(#u$L5r3v<(q z1O zWrNL`+O>p6L?;JBO7Ywx<|Z{uBk0HHK@tj^;jKk9r^*Z~sgz)VBz2dyp+ygibmbF} z!~B496)BXJjCiJ18*mpXk|B|t)F?7j-O31WOESh{UR;QwDwKhuh!n{bwFt85!XLo4 zz$KWePIs^Skg~*jIhx4rH;N=8Ax=;6%p?I->TwK;T5|CrOkB9T?uR)Dj6^c0D+Br_qDUgkAVNqo(oPpsDr}p~5K2jG3uf zD3~adGlfGE3TAfCAaMQ%n~^*?sknqS7qViixj zBqdO;*)GW^xBm_amLLLIi^wF)e0^V+M^342)Z)F%utht1UyG&SAh(#|(6qqhWTY@s z!78QHHOVN673J0hjPyxar5H80%2?uhA%xEdd~Y(C*BPbv5->Z4afcg-STsq}v_}A9 zHl~p?i!9)llqX*bDM-@I*bVOK9uzr*T?A2xILHUjXc_kPvJkM{D#x6M}%auCl_W0GNrmsSfUlFb!5KH-XdA}Ww~0f>|Hzy5@9h&brC+@ zuHUxdy1kd|a(TwN9U~v17n2$7QT3 zUo3xOX3Ia%*o~fb`LAXEoy;%nf47{@yzYbI=x=@m67XP301&l^Aw09F7bCFOVuExk zAl2ek=TL>f``l>nOqSR=|J9|3H61U3GU<0IH{$m()WeZQ)==h@h^#_lc_WvZG$Jvz z;Uq=iN%Xl?RGpCz&#t107Nq^WH0P|%x#mhDGYgOB^(uV$EmCZ5vp+!3J@<(-@Bet@ z-Rf(NLS185t`9!nhd$|T%3)f|ILiQz-A{WM4(SjIau8G@1$1aEkKTlK@v#J-U>P|` zm!{+27Vn~qi;M+3ho7Im|8!mKZWat9Au2&*6c#~g%ZXhXL!-lo*$5xr=TbzxF1ECy z2h$YS@+IZ-KEDwoVe&`CD6(>?9zrp|wf*Tx)YnXRY*~15QxR-x;UCizHE;-Cw~DSkNT)AOOl> z&V^=D5`&nClgtAny-floF~y8zaD}c;WsfINK&CL4x^QV+E-6LgSBefcP(_|H8jzEX zX@Z?WnHJG0CQAr2R5EMI4nC4<1cQ-OLe9(#`7o&vm_9~PW(EmSW_n_NjHr1<#FG5Uw_Jjj>Kk<=M) zByS+$(uj$PV-iRr!rc;NlfvXdhoP}vNMpqB(;v($;~Ms!@N^q}rXP`#h$I5gZ5FQ3 zMrOlELYdA0f|3N_N}Fd)OP_WYB9u7( zX8eHkq=(TI#2kZ@Yvsr>#wevEbTb#Jr&{$r#;H8c<*}ZS?Io6FUodohDI*85yF06_<0gW_>|vg>+7)!o|q1yT>{oS`7IxWFH-{Q^g-wu;VDci zJkv-LG_%8xmQjz+@DgX68)$G%4CnqR!(ko#SIz+sq6}`K;+z6*Y?R4hp(wQwf#B(G zT*2^wSulAGZlW2K_DrJ0HB_c2x$*2`{&o=46>%YZJG>JcCC^^Q(piXyYd}nZhzw#x z8L|kAh4qZxF*>WUnKO7Pr3P}h2V)oM#_r>x`oyg6g@Z~9tr7lMW#R0wkv79e1f`3FAenqM8vD0aw?~Vh(spE#{z9AV&xK{xy><6PA_|I zR7gZw;Y{*TLr)^ga8H|a4xB&nDr7zS5iX2U3%5mv6tI&}5G85U>YRuWF)%Y}C>X?^ z0<@44;_jIaAyUp58OcPFC;GUT1t^kFz#c={0@9^iiBd)(A~iopTCtZHp3_S$eo64!D63 z8JV0JVlIVOW?O5wEo~?X7d5jSQ^}c>lEEbz2_~ZOnbSoifkXr{fCNK0RdyyaXU|Gd zq8Kg&C2@V(=xxt!Vbmf`Y50Cne~Qb8A|f-1I5UCNf;b$Us*)rKW{_u4Qr!nwv#dSi zu!)?M+_a8)2dOZtHcBQ}#Ea&O>0g{IK>#yrAgKUV-5+%&&u}}EW~Q?gEk*7Zjw%6i z%vm`cv?q11DuqfFaArCyCyqW}&r;Hb!D5UE#H85Vht_o=4w5z59U0`)RKfjT){$jH zgUDx_V#h-;Zf*|1ltNM|#Usf{SiupnE*V9XB-j(XMOlC{y4xhxhEkZ>%&vTs0*ldS zX9;eZ>I3gK(7;+L$SlcYAW=DX**#UIGHamCjBtx#UrmAEgC-g7R9HmpQ*3 zg-nEt2w0H@AIj}9X<4O~X+Fk)SzVV?Ywx!;@3apG^aFFYkk z`I=HF$(v2(2U3WIpw8{^JV3%_>iGm+J?rMH5!G%B>{9CerB+vorVSS1U|u}U`{p1= zDplr{>cR2>&-*RqqtM7w3UT40;MK-oPgJeaVO}Ov!A#8Uu;m{GA~+}yrc@4=k>rv~ z0i#$3%KN(pMS6evbo4%qjQXSjHjqbY=Ib&E>`2R*cDU~$0d7T=d3W803ZkhO38LxY zPRpxl>0B}jfvJWs>AATsLMq2a?Ub=i*-_x#-kYq7)dIyw?C+pO%5t8MOc;eX5VLl# zoUH7)^q7{@i!-q|q$WS{$-lUlI;s>Fxfq|b{9)2p;=k<2LxRhq63P9JgOK0x`{Q_C z!)>`uoZ4}{rqqk+bv`IZFItMJcF;@}Ds1_5*bJ+psf8)`@PqK`cnQ8Hv*mB#KA}!} z1bq>3W?^ovnZwAEDj$^kNpf5Iz4Rk+3^uD@od0fZt;8>K{MwIOplQiOKJvacHB+W! zWM+;zKueOp>N0dZI%DU zY>94c6SxQc>b|5=;UvZf%O+Tqt4Jl*lE<8xvDb1gmOgLft`W9?Aqp}dxu+IUXAC`p-GILqs>vKTf zD7Usk{v~*h@+SJ`xsUdg2(*%j;gfu*fPv&h6C#Z`wa#2&=M$JOkFM@}Bi4V|kJs>{ z3My@W*gSTgygz;IrOe8fPC`zcQoOake^+s-MPx~UNHWxB){rB9RU>v~+OPF!qxzdQ#^7LjOaG@w4FQ|Q-ky!F-Wp?It{i_A&uu%$eC zkc%D=Rcd9G?8m%+e)?1bg>3ge6J|2!Q6RyMlX8Sl81X^6h$b=RUx~g-l%kCB8j&{N zQP}v%*f~8ZBN(iZgLr$e-J8Uz5E{CMl_}C$ntfYZiQt@ExqzxWae470nX7oAs#3u* zXzVqT$GNCf(Rs`{4){b>Rk_gVZJSPSrCo%N^t;=mv<3dBl7c>$uu9L}lKlZH*Y|!k zUbb0?XQo?P5;Mja$tahSksN%cMW*L*?4Lf(Nh5TMxzpLMPF?ci%S^b<@E|5(;+(-u zS`QHxAo?RC3Ghj*Ob~OI+Lm^r^ra|8-TdJGg;dZA7(~-)BkMud4^s(46xP;S+K3VJ zIBMDh? z9Tun}LgWay2+#;#Aq~!%@JwS&Vb&%ev%eH(W(vffW3%H#3k$E7w^G_dGWwj;(*jZe zZCW?(l$J^1%7#o&abJC^GY({|NKmACT0F``(wag?b~6L)w9s1SW&xe7N#Z`MQe9bV zjdu#3&Xa_pg_1x3kRI;Qr<={nBAG+i477uar z$eEQbNP;R05rrF3ilS$z78Z`QbhBw>liUaHOv)I*0YZXEE0vM@GPFD409h@x$V{{8 zW$lq}s9>Qi5y7qt7ZL{vGQlJ&;T~p8v?j;L^)eBr1CU5}zt^&s734gVEF?huVb|k? z1{D`_5eIotIP-KyN(#u?Je?J;&`u3ph$+d*4Q>+5={13FG^4poAZ$mvkUq zF0HaNg3|?&D1GVX@bZ}z#_~76iEzla?xo5loauKIFCz8 z<^n$V=oFUdNEFea9azCjGG`!CkjfC88J%Ds7Dr76aqiKVn1!WaC@3v5Ol1{WsQ$<@ z5M7)(8f8s*a6j*xhf*q(ppDPv;Caio?59kRtbkO8kh&v|P#Hz4N8lLRJKVe#fqQZr95GF}d6AB795A!CUnVHNayrzjKr;1zU z-v|;+hYgA-s}$JiH|ZCFA`%~g@`$u#My+*P5~hQLAt@kDZnb@yY0F|0m>L z?SFmXv5RLZBJ$xG{#sj)O&)Gq0wx zRb(T!6>|ut8O4fzy_9!jI=s(`>LsOu!mY@{a`i{i)qQk zSPeQNGG}(|d)Xa}@N@gFaOm`dg^>u~7}tPA{db^=oh1kRt$;ay)bV%A>Gw(pDB(j* zxD+kOrO5q>k0CSjI-Fc>&(gT$rY|MTOWN|GnHyrsHg1BGoGV>09;bMx$6N7>&P!ZI zb=tstT_(A9sHiix+p$ohW?foQP%k@4r~RaVEG_cbb3|FLNfmfbuZvWRWA@1~31y%D z=-$6M{*bMaZ*t5cJfFlwi^;sRkd@f9RmKyQB1~-ix0ZVmDd+pLgz^SY^m+~E9~l41 z^3lzJ6Rj7*Dd_Cu4RMI9;hfq6!CnwbE!l$SCYg-si)6iK{SleKeP-_7U8ayYD5oz_ zW{!v?Vg)%R6LE4umy&$ha4CfB zcH{BCOZ+5#(73z&*%(eQ zT8s&z0%YQGW=~PCCu1%plaqWPC(}h><`ff@LP(+%7DEpTwt+BB@sJcHltKU7#Nnaj zm*5klDdbZBK&Kyke(U4+K6eX>y)=j|my`&blwBkOVKSrTRGi}C+nD?2r&3YZK=>F$ zKvq$8@gu|&M)R>B@7t!QB-bk8-f7MZ(wfWS`+fL6`>2MP6e*T8Mt@mil~ZB1!+Mf) zWi6aGXGq2He2lbYt!0vkAs(-M+gXGy$JD(p^xzp-?4MI^lQzR&QH+ZCR?~i1%0C9a z?YDm;vFoQZ5RQZVaiMyhT5e-Q?q3U*)~uZA#pPKzt#7P25Sw5=T?2KVx5l}MEE8VO z6exFFZ~Z2fS}Cl0W+Q-U%K72L=u^H2fX2z z`tUHSXhmcu4Vp}2PiBiHxv3(ud$%M~nMje3;3*@O$Uw<;$=a1z+16dRd|jE{Y;3#CkF7(I98D5UI*;}kMEX2wLJaLQoHmeT|- z7&+%`lbHb`B*-Hp9T_w0!deLA;X??J3?0dAw_0a%utgpYt;(xp?i^l<14(j{!Wkc3 z>(Gw}C+V08N+m2sm`*2)7QF81U9xCqT2fzO0T0SR7)|4YOEd~shlfsxB_f>3GL2%1 zRRlV{g%Qo(EyRRlJpGXQjmA!$InR)%D5uFa<~IZ|n5NXa_})^ZmF2wzq*HQ^tfY*E zK#`*H+KNQdv^{Jzkbp|~(Js-}on&|;`X?gH__<(f{w6LqPQfS3p0N}9g2QnGXXB7$ zjm#VfZ#io>EnICxm|)~gl?nhf-5I(LZkr8ph59gGQ#m;-lB<*gWMD+*lb>b`voQ4G zL!=Zbs&tQgjkWm?nOoR*38}zhwna-us5a(eqqz|%6I!)rdUpjD)Cw8t$I*Oco7^~Cxv!5Cyk zr;?Z@wSuM~B1g_}%Sm)>IGtC;4?6*#5)X9=2TNuUvqL5*S-fdf_TiEV1yNA9qyR%D z54;!pgq#t7t5ltr0EgaOp2t;xJq!HkZmM*Sp>;EdEe7#Nfl_L&j-EV6<$qq=l#vv)BS~u{8N4VE>1N@ol$K% z@*!K+Gx;fJ%iNlD9yg6`#xXQ%DFi*vYM$JqNI5v;{;jS}A#*a~Bzy|TwugQF=g*f% zeE&DIM~M^6Fu(EmT~F(Umq#4EZ=AA}MWHF@?d9*!E9d_E@R^HpB)M%(y{>L|_?_aM z<&UhNXzp_VYd^m;J(B#bU~p|j6)p5oK56-h_yGNqTxz{~APH`-ijh-B4;KxsL6nH< zzk{|A3OZ$JD5R9>$3FYCqtNIY#w@1Hg{dC>0fEPa7;6nng<-7_mkdg6w z#&$qk9O&bf;P)$e1ISphC0~R-%eI;YH#Eekc6w@t{o3LSUo>5nRbD zVG?HIQRgfA(37YH#ly|0L%gVm$2YUzGekmaSxRgkzf)AIP<_U7VOHvIwC#*O;-yse zc^v)0OtlCQ5K9br7*XQ%<17dx6yO-ZW#!rsicK9RJ&Vq4Q6VI zqQ^9!WBn6^jE3jIdDJ`wYSGdaZLMO zefM;*Tfs#z)ktTA$nG-z)TcjfFOw~4I}zAE(|o3GdLE{00AxU$zfma!8t~4^C6oqf z%9A6I6}`)SSKlE>V8JIldP}eA!#C#$Esuy(Ju!v4aSkv=dJ;1gC8MBY+voHmH9+pD zy2K_z>!ABSXF`)4Ml=lTEBjM`0xkF{bcfzR2gk|X-7OMmixAk*B4-FZgVLCfQbHRs zWx1gLR^m<=gClYYt%&oKCuF3kaS}_Yg@onKi5x41lZIrlD#^)xNk6aa#ww3F_T5!5 zeG0j*!uA_+C2E-^iBriQKW}tXwg=a`96Ye7-no0ybC14UR08DTn&otBCqLLw3om?@bm!Ycvh z5uTNqSqT$xwgUSP+As*i*@Hy{ZVZ?32nS7}t~u!F$5K?9aV5{>5G0d(99t6-o+FW| z+(a^y!z?Qta7BV_xDvoZPK!%90`4$C)W`<~2{B@ZQ6*WbAL0SUDlD>Y$I+9*RGDRl zb8yk7a|ugNOP-KqrjP%rE~g|5-<7gfNrhXG+AYdQ7n1CN%{Yz^>zGFs5@sq153V8X zl19_qjY^12k%O2hIa8qL^ZE965BKyC!hhtkA`9&`2s5n`ook5sZR0)n^D{YjuK6oMpe<{@=@0{&6OWiDs{gAN3PL_n0FL_}IT0v-hnW=ji%)aIdM zV%@*h6H4RQNheA#sj30v8`YXbISDKXcJnmnB0&M+ndt$MLRd&8+j$%^MfQL*p$6Q8 z9X$v=L_;LFqf9BTiq~UXLRPSNq*DsXQgjh{ZxRXH)I*43n&l|o9+!$?=?7C$h{%&w zGOah+#kloay~a)bX0o);=TE=<-6NfBx18?DL{+$kw27Y~ErKMblc`pP2+8Ae!xj6; zJ_>UMPt$vAug}5z5qrF zUSl>bpQ`HpxQ~Nt$+`1WWwy)_Sykjr2nSoHz7=L#PHxh7nlU?~!0;V>p$nx_eD^+d z{A0sb;%|~C1wm>>u9-^&SeOu{0YT=Oteje40e4poa&d3wg|d^}1dn7|Y#T%Ca!N=> zh{-ar+~ZU@7P*w#pPtHlzLxi|kKf6D{$c!+#ckwmoSl@?A#m^8ToEZug~5U07?J3a zFTvh~%&*^WCi49Rdn!-FbaYX6;beG%M50u0y7kvZIE!SYeNfYsWhrC&id813|E7h& zpC~Y*W8I1;`Bn5Ew0^PDqx>c7uT4JZ<~+T*)NuG@Hnrsb^Lyq^WXo2H#Edz!Z?>d~ z^cfGENXbb&s7%BuzH8_)s_dUaC9pBSSML6H)vK1m!9z)jG(Dz|>**ibd+#JvIAVLu z$0jIP8vdr?@P+j1kWS=jPWIaqet4s=A@qFer#Pz9+aW%Sw3eSY|BKLCoW!@aJ{#`R z|6jcPV)!#+&?F#|{@vxj&-`E8Qn-d%U=ErlXaFtr<*xJnB(dh@u`l~$d|GbLdU^T> zw$Ru6GOWRB#6$9~{W%-kGF@iTcw*CIOWLEb*hwxfWh~2>DLNM6u6gzQiO4%{H}gDQ z>1i!(1OJ+r)~Kq%_mz_@R;!Hm6yH zBgw;KivKMnvwXJp3`OLYbMW@v>p+fFms1U#j86rprAq7%D29c)DR}r{gv3rVyY18N zDy^_`qzD?*Tx>rkMiX8&!uEsb<7okt97Z%ms!jRT{g!cID<$5DzKJX~&G~G)O1&U= zRbyH}*T|D)1uF}nvgJ!DRY)cxfLfC=%?_0_rxRzw1k759Vc{jd3+)QioRw81D|N%; zrb$#KpFOwaAUXmLl&C2dK#>m#4pL%w{ypQD znXGv(Scz6dBd(N2lt~^K=Qj6gr!{5uTYq@pDMWBNBS!9X-ZE;#=d&twJLa#^Up%YV zCofG(&ABVMGP-ALIwJdit4*{n1h<@!RRo}9A4F7y1~`bA&V`>Mo-H})nEq<^2!1BI zmANli_320VGY#wZ`zs!VT_ue((mi`{pv2+6=(;_rPdmMO2ELt&r91^+@pBRiErRUH zhs`ab7s~frNV-jriPBh?VSe|c=Au<}@w7aSg94Dl$~H~HHZr32)Y?fzV;*Clr`mE5 zENg0Va|%L{Wvy5Q+r(rd1sB1|lXCd=VCBHY=FCpZi4t3BkMHqcetbf`y!qSx^*seo z=hM@Dc&OvL$T{h5mx3^V1Yuo$(2^N_TQu@`_pq~CpfA74Z%p$O_d)r3a5Q3loC+V) zX}a~I?Yv&3eUj6U7E;=u$-VajwM~j)voMHQ%TxNB`dqY`@T=u8Q8~B2{^3}@ZKvI@ zFN^-mI(|HNJ@xr{A zP`SO&)dEVh<}9JgI8-*AXWQC?S;H+XAVNeLtmU-benw-$%Lr0N(&l+fdzbZ`xq#DI zs;<^VnlY%4{LqesQ2p3+g_jv;aGy@oC(~eq+V-eGQsA^kQnGuo-~RH! zc<&*!)|AuHJhK0^U1IK$E?n00Mdan}UFNZ#ue~hIkkPcQwcze!YAb551P&}ti)A%Z zV+84Vf3G!!`@SRSc{yLW_L;w}{JM2;vL@0jNQoK_(!9W?%%mfkq;1%;lig*pjB(%$S^(!OY8~Y@oG` z&^hA7ypF(a9Lq?53QxE9Hs?a80#83gK5NsEyS-8R zb)jXAeb(Jdz%#s$n936o2mwp5SZ3$?i9N_I#vpQ0pdw0Et^|&0W?pMy=Aej(R$mC< zNRF9A?o3=!RXbJAlFXi#uCSJYpf@XA7FIPMl#?YubB@{d%Br53BPzgDGBTV@=;MfS zrWus^L3EYVfLNLt6SL|R7?TT~C34PEYH8JnBwS@-Rj)uWAy9No>%%pf>*DTU2(y=T zj$lVAV4YZ*+>AUssQ^4=fMTFFkySuG(`=4Sl(-^&1<6Nz2$3=i8_^MO;zMxOVk``G zky({4P5ktf#Bk@)OWKL4f?81BW(>+AToxJ>?-qlJbnWL=uQ@plCtYPA@8d~NeclT| zEXl^wt!{S7{nM%bEW7_S&p$nuKI%;+Wp4kx zkxmOlfsd@G)pwmy=xHo}KbJpk*6#Mek2*$O%4MasrZ{*<%%V80E$BAikGwba7tK0v z)4xUC-sXSW_0u~a zZ*_k_8b5#C&Wp?y-5Vj3`|@dAzkE;JLD%DXqw84zFv}kv$940zFKxdr$MWNw_n|#y zi@dR>XpN|C`<|%s+_7Bx+yAYWf9mv3=VkL>I*3mfS?U~jnSC8qZgsRjGOOYDs#GJm z|JrOs@9!`5*bg42v2%HJd4IQiO6B_uz6yU8lj8A+di?SK`EQs1$ESb$SL;JhINEzJ z@1l$mr^L6CA{wDCFWSDcmF(GZ(hT|X)A7fz$GN;N8}rTTMlJWT_RNr)?J{ed6-ODl z+Q8EvkL!N9zFzqHn0sk|IbD{w^IYnCJ=Hh9U)F5$xp%(K)A8QhJg$Gx(?4H&DQ|z{ zd@I!S_55;syK1RsdAo^u3sA^ytul0s$K(;0^PxKDyl(Qx+Y7ZQ2OpY`PcH4X{`T+j z{(dY^@1LG`193IQcfW6VU&^-nEwRpZo^JQ^Jnx_X^S+;7dV+7EpUG?SWr^~{`dP7# zQ676miR&*!e{c4;)W3!PPZPxT+rRzeUdR9NoHg2CZn7(%E_^}%B8Jz6m-Bhq?H&Do z7475Y)(4ARp6Zv2;m-5^1gaqgr^mPNti&fd4LbksrI(|&x3yHIi2q|rl>W)%)GNQ2 zH(O4B{^Ng6ou}jVbbJ@yyq46j6n{T8IiIS20>}TKsXyD1tx2-5rG*${{vSWp7Q*fB*XYeErh!jP11z-Ddd>ZJyp0Z#j<_zUTWG ze4NX}x_orVW-n9!V}a=N)5n+jeSII)UaY^nF8hNW`$nC$uC&}xpJsix;U8-Je`Oy* ze?8WhR-(TkHzr^;X;8I$RZ52Oh4Qn}0A9VfwJN=d} zm#;hX>3h--4W;3Jzx{ER=d&E|Zr3wL>b>w;?RCdr`up$Jhu=N5xh?lvZYw{lJ0Egl zRX!yJ^Q-tz^zzq_EIPKLw=I@%Dn)6nJ70pYC5`)^i2hoMZC_$LFSgb|P3Mf@pLfJ9 z7}83X5(N^k__CW3D1v9J&+UAiKGNyqm#6J)ziB=)#8YD~qW@a!pJ}}R^7w5%t&5wy z?#nF7XRnVqzdP?g^l{hI?Jh%>4`sev`}Ki7T=Jd=nblI>6qbMPd7 zQ`>H5FO9OOsqWzJ<<#W-i zYDFU5giDoDM3Nj75F~LVd!8I6!6BABSdrWkk3^P{Nnq7vL`D#ylqJ4lT2jO~EvNfV z*-O}<4H$|ukTI0_$4*w+7%&hGlON7?-!T>b+pPyF+1ZO#|s??isk z@*((Y`62o5=DSD8Stng=u4AvcqlBMIJ6_mNd+)BVm&eB{f0*M+f;eS7eaV&b)2E4t zqg<%T<=4+Q{hiYDLw!Zx-S0)dXn$P~$@BLazf%5*%ab>L&3?=;6<=LH49Z(7Up~l5 z_m|J{`O9N}Q9XTliF)|w(>zYchcT{W-OKxNefZVpYaUUXP3^DAJ+)73FC%@D(y~s8 z!!2{E^hoWc6h`PhX|L%Lt^31EqW%L^j(CP|Cuo}-_I*AK%NJKvu#dgu4yc)tI&gsgS7Hone(?)QII z%u+78>S=9CWMf||falxGKN5caI6w85m!rh?_%Z3jyI!vLS?Eu*bdndnTE62Kj0kSr zmb%>6|9y<7Q=Cur_jg&J+xBJrCS|F|&o4D@-#*OR)&uMFalDSQevI3b=pFOMPxf&x zj~sK%>DNDB|4=Wdd4HxEV=mLrzTuSO`(M32ygbtVw2Y_s?Z)zn{^^~*f1a=XJ{In$ zho?Bx`NQ(=bma3dO>8-lD0p{y9<*nylHc57$Vm>LrB&6OK=Zz}Pk5~cWmJh4n!%UTn=`L9x5IwW(G>=ljqG}9cY za@I`PTnJ}Iom-uI^PxVTOC8RPW#v{mgNCupx{Q|}PN#KA*V}Qn-uO9l52_JW3^i>P zuR1{v5-!XAq?0Ch({jeZDOb=b=cr`Mno0X@z8q|R()+vCsSY7Kbx6ouB$ZaX zjxWK_Ud-e)!l~?#+-GfbY4IwZxF^%Aa1xzSdcF=d@MsTS*ZYgSens@n=KG?ONT99RS5o)DS;*PRv?yGN09GJ%h$NJ9CABcZh#B+>fwY9}sJ)9$JOu{5Uh&V0g zv(s(X{e$0^2nx;C?lrcRYI~4g6!)%~2sa-osQgxJVNK2YyjzsQSU9~WY!?kL7c=WL3l7%9|dHT@|0A|Rv zhyVt=Cn7I}l3|vf6hzYn1|`d0iK~E#+&zs#sp!(xW0)e8kg4V{LI;&R&3sU;gx&LS z>xn4^)Qe0@Ix?O~s7ORiv#d;jIU&g%4g@l2ju^?{(iU~Lo(dJ#VJ62ft(_IOKA&nG z)r9=6F#;bmj|5ZBj6m{Rb{26U;3%ZcqXnfAMJbPPq_dm6ZR8WiNW^#jdfJkLYje*>0(@JRXFub7bPOL-fcuq<1>YyI4;D& z^$0pBR*Dafv0N8>?e{Uud2yj_ze#5(=2~E=`&|%zqaG`lYV1mN#&ro;Hm-;WKPl#@msjNADy2- z157MYmdtU_<1^o^70z+zxt(L4z@;=Jo-0f3YR3Qco1^}hBfh^vKfba5J728a}( z7(VX9?+3`6$hYfAo`0hG+-sjw%R%RD?wIZz6wb-YTsYsh#OH^S$?(C`m}OOvPD(+w z7G9_kX~a<4Nphe+Z|mX9P551vl9m%nj@`bE?kt= z&7)gwxqi0oxcyq@lqgU4iTU+$EqaRfPoocKFitss7~|T7Y;nr&N z2MpaOk3h=ob3VUC(jwn+W(GL9szQb4z3*SiuV?cU&Eq!q?WL3g8%?R)<{_^ldhU&9 zw-u?6S7RMNmpYUy_g#i@2~1CO;~D5uveuP(%~Fy~8eLIg@QiUBQx`5-CCXAZUBaVd z1crzycTWyyoy;mlM7TK8V>%)-5lNs3GMCBhe}n(ZYyXwvQ(GUF%fW4*+q>Iv;or{v z+xmv;T`Lt0V)SeY=Bv;~sT`Zqf+0&)T~BO-t|VGCQV2Pl!iTlfM&lFQrk69RB1 znB)zR{DvtZqGV#$i~&eMi5MA~E@?y|c_$P&IrczDxKK%vlt3oC1{#7q6Ioz2-rg&d zNJa$G!>0RO^Cn5zhj$|==;TF9ePC+DOmZ#yj>&9(D|#q$gA%E@TJiJ4Q*@3G+E@a?baRH8W_W6B84~Rpf-s{m;KPIo0L#aZ(>M z_73Bf5lg(6lj)2;O-f#MxbGuQ{alO)ML|Zn6Oxok!9imOSd~`|qzhZAKyiSmtYJC2 zyB#E5Xhsxmdx(lOJ~8L;j0k97yFP9!OCl$jPH{cYckLMG65lT6PvPGkWKsXiDL*~F ze)GECuvS5tQb5vz>fQ7h{t1Uad2~jBAGE3On?)i17WF3?6T6R{Pz%>d`0^>>`xcSy zJ%1=IidASW3(FLih%ht1-DkMX<3##peznr&T-u3qBxwFEko!`23%SjPq)-v*XWCBz z|HF)5?fK5PFBx}HJ=LQ$>YL~wxn;3nWAl;XV*Gu24 zBxX=r3I|13JL=3Sk;UmWBo0>fX?;(cbS^f7ES0W(9*1p0Ps_vO@#O@ZnXaWiu$j&2 z9?*xxGgP9GF%fgEQl!{6sC>=&V<{(;zixda`$My0@lVgWJg7ixQ6}qC4z8Z9wwtMe zAxu=J17Mbt7&HM_RiQPk-;a*mGb0U#fYi0tR_mO7PD@97co!YRhsPqMYhe|kxa0(l zV9tyVc1o~0sAQP(fbdugZXA}_v*Yk=oLC1(a@n9fEIFcxZNf8{@TTK<`U=C(Z zAfZrR`84OW3=!vaAlL~mukY3|h!~8-AT^^THY@KhK1Xz)vvc;Ke3OLpDUA=p!6IBF zg42UYm5w9_d5{HB5L^hAKit>eLlmqslU^x$A(p6dWDMe2lWV5D@$O^&c}9U&P71a; zFq~M3lVo+@XTZ~>C>6L%pbc^1(B$L-5KYcZ5;Uq7>onb294j%nEN!Vl8xr(Zi8Avo zsE?@(NKDQrr(4E|I5>ldMg;s|uLOvO7;y%??E4wJCo@u+mAQ(Na67M`rbl=okU+^P zhPzQgmY_;PP|k4AaSS(VNXmE%BTC80w@R8Dky0wZ)lHgQoZZ>yo|Dquohc}ZC^!gE znXZB$8wjU?qN!yXLj|CS2nXIs<0=3uo?5)okA2#n%5xce z99rCfF6a`4Ss_ee7Bdq?NF_PbZG^qjha#CJr@Fr7A11+}RvLS9PDG~&u|zN#L-#7B zXi1OhY15Lm)Oxg$IWtqK5~YC;m04KhGSMPZB)~m#1WbtQn8x zDztDR$}z0(a~>RL*4k=8kGHR~P$4&tpR1oW54B$AXpBU+32)cP5`HL2!jTk#oGwZp z02QJNDHHDEk%62g%-u7nf{igKpD z1yZ0{Gks=&or__Z_sxVvRfy7zO_X#;&lJyd(4<06lVU-fGoF(<7BOuk8Xgi@rg=M= z+{UqIMDeN41*U1^flYARZ`ARig>~BO5hL!mx{71EjZ+m(%i}HJ;->P(Rs98-uyOIDpOS654)u!wEULljI*O2j?p7rNb6T28cV(o^{Ac_CYHg?Nj*ZA z&m@IU=Ljd+(cH07-NT-dLwQyvRZ*=aqt-a@S>-f*iX6dNib=cdCl>tP^*;@}rJks) zZ12M~^f$3t!_`^>l&(`i!<*GJ&kP$$hmx_70~3DxL}Fk!p&sd38m+{{#r?JL)ya)+ zOi(Xu%(#De`Qy*uFP}fEjq546z1$q$>%L^s>=_&qL7Jp9WD*a*bEF)zAd|9x0o)L%JS9#BLRLmWQ`0C0BY; z^mEuGlUjFVQVNnlhD;m~KKsTzO^_#5cK0{u9Ex9B;W*XD6p5t6s zw)bY%twX>VHjI*)Tem#b!x}@g_3oo@?gBZR?4U~I7Q-!7a9Ri<+3M#@QE<4(G;(5b zDN3*vYyn_cGaDn=ka`> zh47%G>E*|1JJP(1jfF0sB%9mIdESrRdLQe0J*{V}6uoMeQqx&gOaST({KYU1OuJK3A1M&$jl0Ga7!xJE)2>*!n5|^Im95X)u${}ni+^1k)?WVY6 zk`1@XysotZ_S*YDDnQAQDfNa?`~B}CJ2&$=lx*kHLrPh-N+8X*B1cAFq%zlS4)`q0 zpmEcaDksHakeDpfbk4l3o)o4uq$p)t1_)Ys_?`$76{&7C$Dka{jMQ*psZ?69T6lT_ zWV}rN?9quTaY62Mj5gHgm5xynGxk)V)Re$doz4!RKx-V`-Ca==S>-Ze8AdF^g$a?u zh6CADm>}U4fwWATIq#FDH6VtMH@67|Rc3}-QU)_Al58TvNlW#`$1aWLoNKEyEI6HD z!jegmK~9uRE-^UlR!<~s2&O@Sh>0Mk#=K5WkB!vdl3x*EmWelZk<37_)}jth1o2AD z$y=mx%s0deXQR~(yZg4(6RDE15fN98m*ixo6nBD2xDZI*NAcN_q@^McH;IIYtE9zb zKO|C;s0(`~DTsT~wXq<8p5i1Vk^!8O@6&oxaw#JNPNb*Vb|VRI$_wW;hm#W*aITIr zp(qtZ2`+7svc&P4$p9$9kjzZt1hu&m2IVay5mZfsG#aZhlF zYA6#cm>elJ=P_*#mD)t#4E)TR=7cx;7BiTgIh|}4roV*;77C^Wixvtx2+Aomh$sn8 z&543#>dW-7eRwiA;i4IA=E_xr%p;TG3^U7ccJ4Bn^evr=k_wB6q=&9*lz&Sdo5row zR-I$kAWaFH=9p2HOQg*~&8gNJMPM=EexRJ7WsV(EL?Hztpcxo0BSk?qN)Q)JhLcX# zLHrgsBs^7|!a0HAVaQGqZR2!t1u`h8K?*9-a^EUZBgAlHv`iNY;Oohzn-y(k zInCZR`BFanns?69G|lF53{TBSh?H|eK!unIM1W8TMaCTAmCeRk zj46K8I4gZR$cKkAh>baGS(wr-2la(bWZHut7o_Z#Q&v4aBs0^u;gv1#3`XBASM>_>) zmLC0?XwR51$?TlW-W)!A2q*coF{S~_%8R6x%Bw6AV7E}^hB6J-BQP{O<%=eAHFMAmR3L%6hUxNIRz~UFO7lU zIsYlAZm)l!%9bxwuh91|{k4#Ype&70M~JyV7~YAf@-iuluR=z;J4anVMJ~n*Kth9= zGSxd3IU_A3QItwe)hvvXuuAlv!GuV+;Cq%EsghA55IvoUgQ4^$JF%T8}u|fC2={zcsrE!vCcU#@qTgA`c)L`=ev z9(QnpHJzQ4xF(gPhTK3i&)*5sD5OFnnTAOo@@G&un#!`eUr-kgqa)=yG^N5+1 zRm*mFdUx)N_Br`}jBdv&g=5)XXZtt}N1BsY5wpoO9@oVm-beSeJ>e4wiYP>t%ifsM zsjCAH(#q#%l(P3ere_H%k&`Ki6Oot{{WUC!zC}~VEs#|nOQB{#Uc=nsQ(^RKc27CG ze1D(ERp=CJ-rx85>C0_D%}c`*_GK95dZJd6DCERWY|zH$`_tTRxwcknE*}51kG~`? z z<$VmpER|Z5QZYw;dZlOj<0ri!n7wePG=o}co0Nx;vPJ8?Q})Ng*K#gP`8upHjp4&b z>MPAAZiNVZs-<`xJ52C)bs4rvdalIBP5hoioqkU|`*=~AL5Lvh=3yjJvP7g0_iGEt zNE>f+=Mch7x-klS7ElJ@UMV6oGe)K> zNx~3mS&EbyYBoiLh121TG|C`WmAZ(H@WV13xmNAR%*g!+y}XN1)s^y=qLJYVA|g&g zAOkjUOB8)OXoomoRKySf0Du5VL_t)+Jc4Gxp~D1HR;54&XDy4$W&QfsP|3D-kway+ z7To6a(leZxxhac?8~J39@OL}&BnyX6Z~`Dna7-2vt_+prFvQ=Ko@?!<1g?56Y}K+w zQedtthez6=$xz}Iaj`hH{@Nl7N4jGsy|tCY-79G$oq=i~vw+J|*IYd?Xo&hku^^2? z6)i_*vnas2Myw8l05a)Kwwh8zK#D{}2DH*U;FcOeM*>JNRY%M74`IXR%zk$p!EZJm zJ?Bp3j3gwG7YWJ*m2rvfx0b1vt8 zOidwPG)5dCEK2m1zc$b6D8|fORJ`%v^fci>x)9O7mH(LzfJ8_%HO*&wGNGu#jUynE z;;z~iZvyP|Z6Mz!*&#|0PS*%!W{b4+gaj#w!$BkE!YCTuZ4d+|8E;ocx@87~nJ9z8 zB~d(2Gq;twlu|KAPR_yHK&>nuoMTLz-b&TXs#2v`kTZ`lF!HJmlhR(>x!o_P`WatLlIKRt}4I~S=+rwHMgbuh&Me-Y|la+bP@j?h9U1#L&JMTHlVEUDy<1f_aw zJD9l$wH^Z*B4Ok-jQ2M-HdFK}O*kUZ9Z43`L|76Cp6MYz^VKVi#cDAk7xGqag2&GX z%hI%%7b#3L0l0gycFjhyV9I31Doz>P7t@^6$F7*lLUsr>3BI4+Pl}L)IE^6_&EN zdwbv8Lz!*OiFvc|P1@UynIilRkB)#tf|@$#kvLcdY)9jo&SfOf54+KLvgOf)1_VwsDG`HxaFq3YZ{I%aPqi$( z_ZdISoVMRC{3qHMlye~Gp!C0r0`%`+dwACA~E?v$iqZJJKPbWMp;shkrv zA~}1QAAM79s@v2rM{G*3TJPC=-(QH{F}6YoDXs=>L5t%!k$PE7A1RPyh698?9E%e> zi?Jo6P%ar}W}wU%M}NMJT{S@`V@%LSsDm!jY^fc*+$OR0cdGRLkWWr0!_y!?kikLh z%BwaFwJ;PR)m8<^I4nldqWYl549^_Gkfq|5m7A7zppcvY|Dv{e?aV+Kf5dBXO%7OKL~Mv5{5WD zf@pcmBuaWoAc>O*R5A%934}9(kPK2H5He$Cx=2f@5KZM&7D}cRB){Pu6Cg?e`M3Tz zJ&4}G(22~yZDNVv{^hOdeG{EI@-4IgECC8fAn5I)0M8HzK%O1}CxGZpHY4z0WV%y$ z=1dw1Pv0pSR5%2rNt|E&>je$0(cDC5H!bje7{#va^BGSR2_5^9bS z9-7w@WnkOw3(t3e2}4+2lE5NWl)r4RRu>>(!OkU0M(^AH`t2vm;#p`*4k{xtoVPi! zy)oC4{!K6$gXVqaiI>KH3_o&EYRhGbqBMT8bjy+=v^axVE2nr8%*lx~!I=z7SA=V? zw^8qNfDesmfZg=-{XYMP=kvpcA0GLC{boP&>$|+p`{kQO_bicdl+r|G&CtWiG_|M| zaoqR&E0=zKhx0dfFaG6!A2e%ya4u7SMR_XxUdo5(b5rHxHtsgoJ+7ouN`Q`OTQ?v| z&>-WOGrXsN%vA;=;5Oh{iNPGQ%%(2ENy*}U#CDg_h3Mh^%c@3=M@jS9iDy0e`dIrs z9k$Mq5*ug~Sy>z;G!Q#NlErIyaZWE8s+YCq>sH)HJD;P+48OFhVpP-x+cfvPB5d3O z`8)=RvXmkT4)-l4Sy0zgQgm_`tt2!Zc}U(zdt?T)04|Y~Fmp{ex`~)qo_@4DR&-Q04_{K+)8*D#;IQ46o`dNM2>!(G)`;TN3axk@77Bz zNom%J@IZTo#Xg#gN@FV;rP(^`5r8u>Q$RXp5-JmuGjmXOn?$Vb#7IgKauQDR3M7-6OzJjUPopTEtkEEimN$XnIjOLGI$U_dTx=ugb6j$Gm^skoK6u!2@3a_ zRD`tXX;v9cfE-Q%xByH>prjx~Ad)LruJAM<@fQ3_K}crKWMN5F=u{a_W+?-u-~#KC zlb56jCS*7eNfZ$X%#2zULGu`%P>~3@<>Bnyw8|(sBBQ|bLhV|f{>0=AAyP(C4B{lX zb%9&qR2CH`P2@Ub)^W z84=;aR20-a)RK#yrbT2hD+$vZ5jtIG;iw*FZ@yi(AR{&3Uc~CE*CI6Cr-6#9uE%n# zUQ`>>;ai3hFHC3W4j_{_NSFkm;bQd&}KyS&SMb$@j-j!a5KN^mFjScn!C z0U5=aogu+oVa_&+dWdoY&TN_CDdHlQP=}z2R3vI|>^pL&9Evj;gj_f!b8V;LWtdcb zoc;B_-Oh{9*i?ckLM2IuQ4(cJ<%(f(be&O z9JWH%PTfU|fU#rDWWpOnl|mb~d7tOSRJON83F};B7ylSYhVaT9BIIM&jO0=5+rXT$ z_t|GfS+D7;@=y*R#_1t7iC`ltDyPQ7#b{3M94U@sjA$%nGvZ*PI+3EB3Qrl7D=COP z(##RU5FsIu%b9KTYJ<~9##(HN9COKD(nn<(DTPp3$J}!|eLH0xmH2pq?UG@6+5PI{ zOQs_uIgA8B(s>P?YUW$=n0g+qb^&4%4%BhRa!!jmagrPj(Qo?$k89vC)VSqiGoZfp=^ z&gT0oRJ18#SRau$E3N2R*8izs6Mt4Oi|sh>5>O`Mjp}OpK&bG+85Wq#MgLgn#cBGy zh?Is4$vcaWa$d+cbP6Y@gQ*Z-GHw}GrLdelDKS`7B$lTFLc4bxRzo+z`|`0ar+dq-H*qK4eW}Z)G01B|fDFq4A}wm`V_On&pZg&*z{V@v zBqs!^$r;2nHVzap1$i&onsBMC$<>kxOho0XvT70|oM|SxI$PHnN4g8K*__)mwMOFw zv!`A&{w}#>{Z-&H--j9K%e?+OB^ooL8!$$~YNRXstAv{coX8rOk~yUzBB!$vVb<&v zQSvNu?Mwk>s*DPM^PujOv#kYj30K22!GR~j7al)qBLG1GHX;RkGKd8RFflR{kx7W) z!9*}c5|IN0NJ5g&8I5=$t|=|01dC8%h@=qwZPhEl|9=mh|CcTB+v4}_@y+w`#(p5; zAVel-5_7sUvy+eo63IjqASY_XL^Lgt5lJM(NHq~ArF5bI5kLVrB?Sn=D4>>XZ(Pqz zVp@p^@wa{+2#3Lsl@8B)&`r32R;D(i0c}_f@4>q;`LOU&ixOZqBKHW7XrYDq#uQAv z2UTzBnm9!Fj9q+|6uwk9_$U+*Qeq04k$YMLhB-6d9?SwU^Q8)P$uG6iiFn$gv&RWe%}YSVt8SisO*`9{3AB zJ{0~D_P@pJE6wkxn0>R9U^YtW%5Ga_#G6*vxiBhV@pgASCqn;JMDzgQ7l%zCbqGe?_(464Gu_Uvxa$O!DzR&$@ zwt0npQJVZFmgq!sly#WZMrO(Jor5oQi& z3(Tb3MI!BRo0)@@GL0aVk+Iv{Edrv_npSu9@IyCGa60#Sk~d0KhNOoV zahkaIcU4fxBW9#oOk*NhvUspedqYoC5h0;S^im~8L5RD|U@ZhqP|2MV2ogv#F(GMC zT93H$qFN95=F_^V>q*WkHXDgiOPnT%q)+a^Y?Bkajr|O>drZmLc`A>wrp96 z5R+!Ifl*qvHd#kx_{GwKO<9!iwrrC?zIaKdECgm@WyIWRn|vPvt{j>)Vt{5yGnxHL z+Z~)`=E)P0HF6C<_5314LRwH72_i>!_h{k_Z%y4}-|r1g3(q;r(_GU~ilh$961{pz zpGimHAU2W=(O@x>6kYDx=iMmjtj?Dm3aWk)wkKujg{MR*6qDgl;-;670le}&a!-I4 ztCib}N?k5g+HNm|SxO1pd%lW(&)f^UvKzTT3YMBn$jc;mSwRfX!~jD;yuSpTDxc#v z@+I6V%Tmc+?f}-h985_xLk1dA?L21bvqa14WHaW>Oma$>Odk8?x*X%qeJd7}g+eRorzdI4!0h;Q)s=(CseCL7IKg zo(N@r>w47Swl&iu;s=c(O-I1X()D&YIY{0tA6;Nt`%DY~zW{ z`??FslBKv~?OC#0^y*m{38vPRlx@f{Pe~;E`;Fpsx{sH$loXjbw?T6YA<<9?CI#TF zBym`NvH7FbeMKqG)KjH3D)r^hJYP~D#NR6&MGgEggCG}ivuQC=j#;;z8rAC12?{rb zSME&7nwtQo5liTy66+5~Asctj)vt8aZNUc~U)%$+ zto*#vPEo?ksnlb6^wQhtlGM!l+yga+czwexG~&u;6{<1%?Ktu}ojC^Oy&{`f`er_d zOyTp4;2cV$AlLxQ9f#UDi>751<%ehVnk zRU`=S%W%bK>O^naE&|9LO5}h-E&u{fECeNJhRlrS3}ldpBr-`FaS?js5h%DN6_6$i z@(q?n;5P{rA`=l#c%y5)LAL(wFWw@HkV?uo|F0*Ev#=1c zFy0iXo&_ofh%YRd8QHxM@7PY!adW7jHO#n%{%Zcw6k1^ zbfyZOT(;VeIiCZYmeL0Wv98zY$*;mfsX!PaLk=PkO^6Vk5yW&9X+kPEmsD%w7;q)b zBr0lD_LS}(%*~MO0E%MGq$aC7vtI-T`Pn1-c<;3I*stR$6DXA!nN&-=T;EOJ-3Rd< zepf#eQ{qrf3aKqgu8@Ty;QJU)$2gAJqBz%uy<{>8g&jsiB=ytxe0$Afi)Dpnec1zt zpUU;+I2isS@~*9XFC^&h>aZP3kG`sJWCx4UKK{-DV;NyDOAfpU-hg?v40}@#V^lC7L@1Q zkMi=gwzk!G_vlV9Wof%Er~Mv&*O_8;ZYL=^=b_U+<-3iZu6#?`OOcKk{imig`U+~N zx@K*e8#!CxYv1^Esa%T|8Z>R1(p<$(^m@C>&XuBwf-L-)k;Yv2bHDH80OIhYYhrDq z$j96BYrP)jy0?~<*@rn$S6e78dox|Sl9VzgD_xbXxG|Ne@xqMc$h~E&h7YYpm~TJ|b%b62Z)Y4ANGw=l!QCGouGB3ei|7 z4~a45@C@RbaE~B}i;|S3G@mazrbwh%uW2=H$=cHH(@latkX(RB-<_jxr=;Xue3#+R zIe+7Lul_q54nA^h6ury>11Zl4yPk(@(ExIv_cSluf)+VOBFH$2yl`(U9-d>)Xj~8( zGlW=E+?_^n6>~!cr3KNPmP4-Pq`b{^6)j6~ODUW-kTKU${gi#M-D)m8&O46?70~K^K}Llaxbf1e>ELT1*L|@V`NsP!fe$IKS8= zN>X8t$jrh}4iX5%!ZR&$Fg#+6iIG>87U6YWf~8ia;j7Syqf!>mnVLY55;vB<*g?Bm zSxL{t>hlnZrO0J}La>iFi)2kMfctnY<;M{dAck95*bstHoM?DZ1TfPnvr?29Itnh~ zuNguih2I>`$r%TkGmJ42;8aLPz+=cPrzH%NGL$)k(*#cb!t8_@a7-uK63+phWhcX1 zpiwe1W~$Uu@Vs%ja!qRCszp?+kJt59P#rWpBWS0x&R8a8^YJE&6_+xEXCpF86IF{K zM|yw)AX3#LYJc%m^BO6T!VJnmzIlIaho3VjbEG>lyA+g3UAasr!a9@PffV-R;FBnE z?hykFZi0WC7$_+TLm3f;6~P|nYokn>qh;g_hYCv&B}aM^sY8e~HQw|H8AMJxLl6=m z1Z8lzu5Q6?^7+W>Z%hpzGmm$^PO4@E6xnkWKJYmXOI&2m#K9rP>5*JBAx9(S~1C>>Q&I7MuBczh4HS z6OxD^6wJv;mB#Jpx2Y+0omyY5I6ttyJ3sxuh9+3mv?kNs?wP%`HF*vni&8R)yp5HUoRoN#YQ?sgsgp5$&gR^*$51dIZJAbX~LdQfxfkhQj%zPplSYHo0FFIqq_Vt!$ zZ7h|V7paa)(ZVep5lM_vXg`s5Z1PCn6?gGO>s;=3(Cn6@m~EqybAfhx;h&#qYr!g4$t42k5-h)@IRC zTcelFjxmZY+p||ZJy7OtJ??z8PT%GA<5^$Y{7dI`AtFK|Ez&J$raE6xNfs+idxaOJ zs)u5?xuOovA$w6FdUPy=y*w?8gp4odExT>EtQ`#nB!7Te_1FQ#ptiTd(O<9 zF3#I)x$l?LIUd$|d-jm%Dx;NID|w+k<|a?6M9z{#9+5ngFjG$BWVR_UWj$k7kI&@c zo1XGll=IZ{J(fPk=y!@9a9cm-oGcWuH`53yh`{%p=|PlBC6~0MAT~d*-@0`-78@;@ zRPT}``t{|HwFYQgVsA>aU_F&!=24=ax-7%qc5IQEQ`q~ya4qt{@vY3o`_1qr>Wyz_ z*v>NrwN-108k$qGbx@yqC^RwqxJg*kwdhp=$`Lk>J}J=TalLTcp6`Cl(Ormnp*^(6 zg+}GeuRSQ(c%$M0a^Qmbx`NiYHUW!#sVFD|Z=4){1za)Lkd}KXJek+!ufAW5j!o&<9 z(mgEPz*2Duc%}oCBoXSt5qyRu3}l&<$wb0>VqQ46wwOT<100}#1CnG?5FB6;0SlbKZ}LP&$^Q z00RP!q)Mns4X8m3nn@DLIT=7YrGp46mY9(4+mqobWoSy~b($QJVR;$PKAs94wOzWX zg+{xMk*7Q{GFe#`W=d2bB}5h#TfsH4LKcTohWI-8Mp7W^zESqXA=0%H@|rA@F~cJ@ zMkR+RMc*`6W|F#Fn9~R10-kc8B-|Dmj)q32(71XG+hUCL2wDZrC$BZS$uY-Ru zS_wnq&*q<#YpoAo>A4j!70ps$T08hCjemRioj-k!zRT&M=_(`VeBICT@9xXI-Hj|$ zZ{XLYJfCKxbC8P+l}>6-k|-r5r}{q48QB^XG45l|$#c@8TGoP+G}2>iJ&c!HqLPi~ z#Oe1fdd5SUV#l3$v85c>Gw&`hLpLH?`nuMb_4r)rr|nDh@@rmy9sB=M_ImpiRcqrm zlw;e;p4)M9YGd_?owKdX#A-*+y`LssJZ%0%4YKDNFOwL9(DGetIQ%yTm*nyj^wU-(v_6=9GC^MFel9}Rzlmc`?b(o>R^ttp4NwB z_r+g!I!`_acA-~^uOy&#h@D5z^r)pQx(+il-1~gr?}I0D8kYjq5X8bTnnZpeRSy!q$Z6v1_{+mN1Q-tuKG|t7P#{GnFTWz1cKj;7L$9$1NDDid? zXQ)z3`)bRXIAl)p1P5G_N>&MWV+0hU%&rk}n71(yNk}D0DiPu-K_z1%l0;Qnh9OLd zg!#U|TJexdWFipa$jq>rD@%F|(dwRBSlG|azJ`&2|BaI$ESwrzbsIBwTLhO2Sm)7O zL~Zr-a*x0u03g`34buD-@e>Y6w6A zcMKma!i5M^1*I$_+TH^)S*GXI{-BzW9PFl^%<0t;$1JR>BqeK`YgpPGh)GMZAtRBI zz+1!sOKIqy9T|v|07{Vh?h6-Xt`^l3RSmBwIa%`Bd*L_|qq5}CxwOhU@g3?9iYw&dY+OvKwB zu|!WFQ})Zps02AMZx~jMYjOi^=U1t*L|L3=W*-Ro;q>9Z^?E<<^VC{abQz*vUvHl# zWDRd?&&G)loU7fUzfz&^wsRjlt_|(MZ`w?2@SNi$7cbfwn({E(>Be%Hi2w3#?=_<; zP|1aX(AaAq@BYv^C-0=Y$UW`m+YQ@Mzw{z4pxN)I@pL`z>wc{6jNFl!6>2Une~bA%VK{W@*~Ev(kh4|AiPBV?m_^THm%h~F8oF7)Ni;ewUncKtV+Sc+qo?daMHC_6Tx4F>w zysBIp=*O|`C%wn3R{LE1LF;MAuQ&e}WN%ce$LaR3qi=(&>p4(q0!g)9b^OFl$MSHe zb#jeD$@j=-#NQL2f-KA2^JV&eUK;Hw@-Qo_vyurs zhA;F!2Ax=iGZwOzx7({6etrGE=4YiZx?W#^QE$q38EIaJ*K7|*5ncuUYWJt=Q$KkF zoqegVQ?|WGOsaQoO7JsAYT}I5lj2BuytNncb`gQRpXj>~{++6pf&kyJA`d+tkjz3?&$g+JG z`hoa%>3%3wdfykf zN0T~fD|Gv~l-oCX*rjCQr^7yTb83s}a&Hf>@6Y>%p$?fy?`ik%mQ!>vA2grPpLux1 zdZUNm@Ksyge|o>cKll6Xd0j6{naBR~T@o`1n2R3uhf@Dt)j<3uPycz5s{Yk(Pd0y~ z$4^}J^7`Wq|JcG;%GvnygT8$KZoK>OI_3S#KSjw0t?zr{^}grG1&xhQw~h1i?eF#S zuyvcWQZ8j_FU*%vEc)p;lKuSk@#E4JRaQMlQhCto)HG9MqJV41(xI{Cwg)2Te%|MhpDe|o(C`4X>dIq~`}uiwlFiM=gF?&~D8 z`Oo^--|F^bl;6=F?|%DnKRw>Rx#FUN=fH2{LjL%H$1mbdH(mnIh5r1Gj!%yxKmBq2Fu9!2%B!)g3?KL1f|7W=!Pmi21% zaQK(VAD7EF9fU=eiv%Vu7dd}7`LBL#)vhbK<^OTdFTMSKT>t)bh)!wFD-{9`vF%Lz zhw@y0YWh+0#pBPG52zoh+?8Km`LQe?xLu4gmFxABF5hleVqF{61tZCZO0R3wN7BdY zpO~ArEQ^yY387+I%Q@BOy=gRQF;A_2Ti3^J9P@TAdM;(P2)86r)s?B3{SM`X!cHUT zAaP}8_*g%gv=n9LDk$p82I-792y_zR%`;2{W_puyzp%qH9EnKqqurJBao?|$cxS=9c4Xemwku~RCbHAoEuwXct#FK3K@42R^o%EDs6L;`slmE^Pzq>Hl-$}fap z5kHN5pW2`wEWe-jNp)4?*y%R^X=(rS#r~^$e{%X4rMVutovPV z14EsE`r&u``ab1-T6ll1auimKZIq^6VmhdA23owrcp%>y`7HOrtn%>i@j0f$M#}@A8`O}#eaRyG%@47AMahU^a zYX2$ra$lC05+uLBe*6IsXlK62W#4ftr9VC%+yV#l&+gw`wdx$Hi{bs)7wRMu{O(s; z%VAS5^%zslEu%Ee8G*rI{j~QM%1vf@0jPyJ1U2ipYO_9O6l=-xcboKmX_3 zfh>Go8$XS92-~^ngB-#1h+8=wtseJAzqmi$wy&*~b^b4WiYc#Jmm&gHx7_B!`pkNQQ4C_IEH=x+}}T$U+=PnZM=nlVm4nszz9m@0m_DM~NH7q)=?Qv~@+aZC-~g z`;_CQ_-o|Js6|^0=^iVU)e7D1Nlsk9;nQ=_Pi~dSg74NpEhev+`xSmI-FzBlDXvuS zKevg7lgql*Wk)6FGWYga=KL`GAAs*!mck*HdG`-ZmZP8c{W=Hk&x#zBM^*js?VYeO zCS}6& zG|Io0hnA%sY2F5{JMgmPk*5la45!ue;+uEcmQViexV_9u`yzCGkku}VRMx2Ea6^y3b@B4%d8R_^gEsQO_?|Z%m{EKb1)ejB=MHgln6nW+EK5)Hx3S`h};lCk|X8I z^bvdxT{tU|itYt}YIdLWJ>kzGPny>fI?{lbTBTnWoa>-W@xG^62&Iaoy`~N-0+i|E zE=#HBCc$uvzgYs5iegG1NQ3*spUk^X7fj z?doE6gP#&G$ z3J*$R5@KkHoJkB83SupqDx{7r${%sP@xs({oWb7G}w^GIbz zP$C=|1d&@T$3u1Z)d?>5Mb1@AmiuEX%R{T_&`CYGB5I{&F$xMZ&mqi3i%z>A$L?ZE z48WSWY{UKfKK9W=US>E{voznDuR0eY-PZS~LBE{!G&Qh&^L+nVgO`%& zS&LpCzMF6F_b`=GYP~dVtx%~Jor_S4hzJuQ;bEuUpP$8bHS23<@@+p`(7r4>Lj%ke z?T3KyTuC^~zliTf`@NtCgxx zDI<^+ext+5B!zha@2Q=X9N!8~!57uL=#>-Xg}Ly;>W9!LkTI^53}g43de@6+!5kS* z7CDED%poUX5QxLm;FElkC_v$>PmCF8u3!@n&XhzoEi*6}`fPQ{Hj+*7X zKgUG>&&Pgj{DYYI1GhKh%)bPZTO@zf3PcV#5V6HGH3F4lZB3;V>W#TRH)qI!-%~gaF$7avM z=b3-(aTQ*~i=V$t|7kw{HYGCMt=qUGTxqn7h~sg-)ul-L^<$ix)MKf48<*!}Qg;|c zxq@4=o9A2aP6TNbMS_;Zl#-4u?k!bf`n)#ml1VgqS?K7;KIU}J&T;Te8A*PfiAXJF zS!!)WD~TuZw1SZ_b~{HzEw$8^W__CNJ9DTAabbajjA(dL96_1GA&td@G3nN^FQ$I` z&I@vhZTXw0^~J^R^YThV%qYdQq%JegZcXd+$1Y5Arg_GAST|-Vkfa}4n4Isj``nLn zwWH}(`ghSH1CSzmsf1EC=Q+>lJ1^D3#@vH=U7yRx6vMd|Zci*0m zbPL0lPMC+4Ypeay^G%|PVRjCu-P7r;Kn!PR2exu5gL3pFMk-Vt?{9ws^E2WPa z=jdU_>)N=YtVM&x=8BEjV){Lz2rCh3(G)hy!@#68xPTX_MMO(sCSxDsaX?U6vKHke zrlbhbPY>Ehi|Y$ZYg&@;PT!{NXM3y^8Kg*dTc@)J($74tQ*bp0Kuo16MEUJ~>e^(j zP7OuCPps^8;p59=KuT$(R7yA}bm>v!Bo1b3ty0kua4ve;&i(78in6fM9B0mxf&zd` zdS-;Mm70M$V|q~6r)ZT>da_t(WQag%jF|#(y45jJ#lYbtH7Fp?fe3(%iIl*S-XfOF z>cpW1$`C~symc@UA=y1gq!C3CI;H}UU?HT(7>B1jTb-yrnL-5>ndC9t&bM7FE^9PC z!>TMLJ#LeD1oA%iq8w7pOsSO0W9-NdTtzvk`8?fSINL@(2Wd^tWKW8qAY|pDVO!Bm zCS;gLCTT0G)_0C1B!F3XW@cvX6Sa_sMI00%-YYqARB8d?tSkx?Voan>i*uELok*k1 z%mOaV65%>Hhxy!vlyn0$!{+hD+G4tyJ9`vnqKe!QF7sY#moix+!%`d`fc4x^7nFAF zw;+QSumN+qTL@o0H31f`5*k;!FNIP{0Ff*~wL8VVm>oXh3Okc6(vv2{gF(CrlMw); zL<9#EiE4yQXE+EH$p$it)EcCg#7HMFXOO37m?kuZBNE1%i@@>jBS}6>8k>rf1W~D8 zcrF|IFDc3><1`HuCeo552j9_(({8gUs>Zz_*0!d1trXRd$ zPm8bvA%r4@%R_o6EGk+ERn0zJ?@~Nt1doa_n3hMG#l{XA&>Q$HG$rZ>^NlTlkMtJE zf+3*?ID}eZO(#2%-b5~JLn6Y`HEUUBuk-PUA@ZsP*UG_RFrqxv zV|YcbEF4$2?yOl$SW7TcD$Cs1PdA^8MMOvpd5?H~Jbx$9zR!IcWvjJR()2iWA9O4D zo@XKdCON6De);*f*7U`kh;Y%;P`IZ~q^!g`gJwTNLscPZOp{%j?9AEIxXb=8Ty$ z_hc4|q*ApN23dm{DVQ<=44pJ)1{lPiu9PT~dCg%1>7v1axJRZE^SQjdUKA1K>weC8 zG|FwepuV-El_bratW*gk!xnWj5g(a1t zU}EMXq7+H-{`BePElZfmj->5&F!TLkX?Neemnu`gPuDV2vqk&$t^V0CnYrkaSly96 z(qXGxxo&eW1G9==axid(Hc$n_Lh! z>|17GX7A&ifA?tFFq7W+x!GDQaw#Y?@b&BY<7aOd4Gp5b853U4xGulfhX^@(KRqgG z(K58Y?s8qN)?7yM^MwOH)^Ei0?IG?$3QV$IM^r}8>HbO*hF>JVuhdNLp(c89yl-If zZ-@cgeFUtiptMQ#b&2l-ugTvyU(%L{U#iY*A4tOxRzhYTW@F5l{w-|tY!Wq1B-dK% zqD&9ddXEf66OcwATvOx_898T>UbmMR5&ttjr-@L(Xu09hpuJ%|Po5xXW6kq{Hu^+q4QD_jx; zS(q0Qo%|7U0dX?;!D&@)P+=^Lx?Hl?lAh_+tL*ZV`_NCSl?J$PYp1iMv;C?MY7__doFX`}^fH1GNez zVt79f605+sau>Tg{mS*bwg2R-cTqk)UmoV^;x&RNkB29U+dc@!&RQ&Fv z@8yXo2i(HXNEyPTMM&v#YDvn;F^SVCM?Hf5Q+b)WXuBVBp0<<$*KZ-ene}n7B%PL& zp8bqGP_VSpyII0rQq#x|T;Q6Oz*)7rp7dUD?FkPKB8 zp^ibyQk)Tfj17JL{_(gn-3d3l^Rj(+G5;m-l=LjZkvmP!U=AhY`1N=3_}2AyOeyia zWUXmJyDcqSNg6Q*kHO{SnM%ifo+09N`r9>+yY~d+g4W^-`8i4Ug?zlr{_ab?Ue?!u zR+Yw~9LZBPY74^XyGJEmg6k}8S#`34Iggy7`aZqdt-^zbbJ7a*98Sb zCyyhQXQ`cjT}8L;&(-g89Na!t`_pp##MO=W0XE~}{pKYAQuCM>t_f(kTEU6;S@5m1sBKZb=76XBVb*a|!1|SEc7IQ8=Ov zf=|BfGN+95q<0&G=~47ST1&EsVAxzjw?K`a4&x1t@H_Mt4KKXq;V_hK4y7hAe1-Q(B z)F)c9)Mmaio3xWylYT5`2Anb?GctlWg_4>5F>}dmA(?E!p3Hz~Z2`9I4i+-jNRNa& zFHB%UgAsc8oRYcndUx?#o(IG@2iU_wc3f-fx}Gf2rRloZ^zj;D^xXwHNm+|b3l?Rq z1IB(6nN%bAaSqNN4IxChP0)U`F?0^$uQXGZg=i$VeWbVojESnF*K_%`2AdH7(u8v#y zpYM;`fkRfELr1=bXk)bqZPNZa3Phmq68~fyh z8bv4~0WFr4L2wQv62!_B1WPKU#GIB9#;ldwVN95r?h)jpz>(<%SDG)SI%}dx@$})G zDz!-4$DKqF=Ht{XK?s+|dXQ==PmRvW1pR1f>2gLEPUh4SLYeL}0t~;8<3^HOL3-w~ z3)fA+{fYtTY7spf&@Q94e;A9wo^gCzEOrsocyfQAgwn+pC$HEK#q^ca@%#ULyxPX$Hwm653Dav~XcKm#LZV1aHab$Wb|I z;kFUX@(@3{Ehu=NZa1f7zJshV*B7xr@= z2W1Im7j^)tktsT3IzS(q1Cas@38EkdC|NQP5Mr@3*O?+c;b~3RCND9s@B24?49$rc zwJaEJk!9H;Nyw`fC3ZIpNtYB(3ha}-ktm#*L7b=>+6ss9^k4_qAo9rbzLv#&$ux_8 z`WZGgP?TD;RNKFmg<1D#kxma#OBG@>j#Q2fD9o5Qw%yAlL{yo z2WAAc75yyx+n63%8R`yLrU<0=MWi)2kJTdfFqe+hd>CIB$`VLFwF!gMhh#rmE%l}8 zB`4>!h-i-IDrd&R+K6rXJ*Hahza6bj|Ws-=__b?Js-SV)>Tt=Zk$e$W${T~zJQVoq<}dm`5@bc{AV7I+Cra+o=v*P>GFq%ZT$8%{#=f4n_iza zzJIJwfqu6gx@fn7&?j9!w{;l#;YxbcK-)@A@~^DXWIN8&=2yP_Hr6t5!p`*+3cakC z`u+3xdgY^_U3%FJOgiGRE^t_@Pa$H~0C4 zbQ3NRNeyTqy2Y&Rd#67mz_}rfNQfU&-Z%T6{hQ#<@XXb`B@lkIn#F#Yc}>1md=8YP zsU>&6*$kgnbrWvFg~-e-;y|jx8O*sTWsxcjmL57N!NNooIY1zhn9P}$s`ax=?fH`g zD}H?(&TNidFbi+)65feU$Pd%!IY*W0C4w`FBV#3EDTP##l!FPvO3=wmtBmQ%ISU{XbKH z|Fe1ce_jMIaVC(INlA=@L{Pr@I+tv8HN!t@L>vFH3F8v!3if~mS zE#n+E4hd@!>p~tr9TwC3>>~~>zP54;)G!#7i);gOKaP<`f)mfRDOw-K%AZOh!kKwz z3JV`LsB@O0vIIu$rYvWfWZ#I z8TP*I54Vxt*0Y@xLG!W=UgrJV6Q<2NxrjKTGeKmo+X~_0I`?^;wJo*oRh@OAQkQYl z`MRso!q{!N&$FdmT8=RsQ-zbn+$@|4 zWtmB1TA#fnjZ(U>Bt`HnCTe^d-Wk3~Ba%#`Lzpw&1`M87lV{N3D-5n=ibOb5vWO>g zAwgl~BsICrtlr>N5B`Tzo*)nIGc-R=)(`hmKMlT9Su`J+j*xdJrShG{HFE-q2qdu+ zf0VDVhzN+4reoOL{Wvlzv^bfifrJ!F?8$B(x}^`ZSqMzzX-PSrHLw+1<%TunWUPGW#;) z%;G5k!N~wW;jraFwJpe?KFJ^`3AvB0MJgPbcbbHL5lohEvM;5uaAjtQ5vxduv&L1% zgBON;Wp=@{4uaoAC06Ba%aFKD^idEqgS=J}^$#X~itU^yNv`x#WV(z2I0I^kNm64h zpe~q!j5NG_whNq8cXoFv%^VCHH_n;=?=9!sp2?@9Nb zQ1L0C<~R3VBdRmZ0I>8HAv1&zB_tx|p2W%^#Sw$j5@2b>Bcdx2n-gUs5FfEC z3Ze{G)=Wt!q$fKIq^MCDq~^VHsMHTER%X~lQ-M5WM!3@ynITe;Evb6^IoXj5a|@o7 zh2p}ooGMf*6bYFwRfJl4SoLa>U2ffW_^w_gK8s%@{%yst1kLhi!%<{&qUru{%i(rn z(pq&ZQDm5>_a_H21l74D6KlkAH|*T^>I=t;i8!6q#I@LiFNbG9Xe~A1<2)@PZ8`2~ z85a*eXxgLAcFa$MZrpF{)8>lz9s^T2ZIKCTE=16+JXRU$V~iw7D^{Y9WUd4f?*#{R zOiEB|)I?--^Mtlyo;^loVbVwmQUj42C<#VRaCim_F>x@0my--_a^_*j&vk-h#Dw|R|#bJ85q&OF2fZYSbi!qr{a6H~y(xPqkNTeruFgpv^ za}I(wp*C&DyjJYJ?{YkzOkL?*OP^dPKOCyyXm15`ZSU?Q=AKNDmHDy1w0evno=P(( zGKs`%M0mi7yGsNovkFm5>jJnE3!}2C6oyn4l77nwcXwtBPas%QsN0wJ_Q2F8kKo(( ze&>FfFP|QI<@A){3aKSnTYYw%1_aBNFA}9{R@8mT(0}m)oS`lJ~rjL zdgOYNy~zF~nSDFQGT^$*=clp^KMtj`Zo06#TM^8hZ!_moo44xq$Oo-@BsR(=f z8;DCOE|SZ8@2@j^F<>ewIC7l5Ev2f^pm9I8m$GD&U6-$u4*#Tl7FO0@axAWt;Dppt zWt|zTFMVzP*er7id;B)jjh`=XpDO3`64iU`&m79jn`w;eGIM-O+Iid-JGbSr^7K4> z+=PFmUFK;~5M7iT`=g!fE&i@j)aALf#!DH^GZ5rj9s(8405T9Rfi?M|^dB>=)MKrH zJa#FTBXOK-os&mM5?c^)21hja`{|L95$O>`Buqe}=t8tCC`dBb56X(!ska*;Rh8ft zG13dQn-bMx=$` zn5qhrGCn3m)e@o7JSg0e$z&8llnf#Ih~x$UlF3||DN&Ltil%4^L7W&Q{7-`}LliVW zj{1+Y?*Hn1`_Ja&|FQzipuaqtnfYN4$;_&XpG>F~cI0D8WEVWJa1hoZQ_#;S6L(X0oSbdNPp$PC`n4 z^(0T!WGOk=dPGLF5MqwXoC>JqiINR2++{nR#S38_KNiq!f8)b{g_ zd{1Y|Y{-%j)s46skJ+20ht6En?CkSsD31@DcZo^vNuW%(2#d_fOM4_{n$9qibmb|9 z>Sf2f@t?|k(d|*TUbFOLdAC1YUULHaUhph;Y&gUrW?@v3X zS<|c>{r<{tdl_^-+5}Hyfy}+9U87168qmA(IfX+cavnat)+OxCzJ0rFFRhl(J}`)H zx9>vU#{?f)bj00w1hJHX><@oFXw48@r-u#6LE&7O>{SC|XJIsb*!6i3mBlZ|!{Fy5 zNYS=6XdXdA!Q@bWjPioAsD}_!JPZBsdAa!Ywj5kt&Bt*Z;?iV!D09*TO{3G!+j$>r zz0_zF*A{C8jk{4Vi&JrPJ4lO7cTDE=Iqug%Eup;Xv*z`3+}7jgWvyl1BYEP&(iZJ9 zb@UiibG-;vw)v~kzU_o*OU)pfi3F9pmHr>tTh2s^X_+70=0seLwM>zL8PcHw<_wVo zB!rw4>E2D6tZQwh*?d^kh)*|gPf2q27=FD?Z!m%o8V_GY7#h!|yyhG>&)8vM;Y?IY z1Aejn@UA5uilWe|5R&uGK3PY~4!x5F5hPU;s|LZ&K1QcpDujLJ>ur2L`UuO~i1HjE zI5V%|1^>+|VB8~iqtW?xJWN#9BZJ`191<)^lt@eLpmU}wi4(caJP))|N^ioM>WOJ$ z%mE2dBA+G&C?@5Q`6f1f0M_^RtQ4e7#7RIfVL=i|%+tnjP0@@GhCfAbuZaPph?+5w zm1!+XkM{n4KV&Jjv~=$t+NvY3uh;glCHfqPP|ffWrL?B`l6&TY0GS8e&+znQ=1bzK_J3FHzeQ4~Z-ffEWFF@9*>VN9kl_GP zFuP>VOdC>dtvtv*retO&5%P2jZ;l8zHbO30i!3|ehMSZ{Hy&eJ?gR`(UT*V-n}1qBpIUdDgVB}jr1IbY`~t0x*$2+B%&6DIH43i^66<`RCXUNbBv;5pK81#`t<{v zOTv!4%|0Bk*_@6dQ#B9gaA!((>Vvn>R=4Q^+=wF<@sPxOOQIB|R>F}za2P2`eXjp) zoquiG-n<&oF@nEjaj1VD2SvAvm&=EK=!ldY;q zMW{Nhbu1af;$&Z!lamg{>T;oyCRtmHZ9SzEoy5pW3p3*qemcDZaCb{9`l*aEoXyeQ zh<4DXMV!|u>%=WQGe0v4iGeh7FQov}Jj{2WN$}bVLLx89B_+t5m6SzGN#MA5QDuUe z1wJ-|D9CbCpyudGuQUpqBGct-KHW((ZJX9rg#`rB(jXl&O*5oQd0>5%1bOLRv@XJt z<1J$+9YliQ{EHAVNdQkku)k9kNM+L?E4(rk!IVnLNEQiZ7>ETTNJcP0C^?-z&a*f< zKk9rrg&~ZOx%5BRe*f33&i}tA7x-l7RAqs@WJY6mndo>G-V5AZ>nMOZ7d>{j)>D8$?Jjva@g;Dwk#;Yom$U2ii zUl@-}529*B-Ou#2C}%EWB*Ex0@-_Wylcy2S3lGZ(v*{Qasg$2b&*PjNFS4AipQVWCl2HV06-SKI?$^2|5rIgf8E$|LI8n{x@*)H-|*o7u*o`Lry<#7H%X3&{)TKc>$|GA^7%mU0bvb|#cus+Uq+7?0ix=NR_l;jQ>w>Ws4k zNriIBplQ<;6kJx)n?W)zwNy5w!4H~utUe@Cnqw7n=7H#@S=JTs@FNDQK!kbtw1XUE zk=8R=gIQ#MA%g^NDS+cBq2=VTxp!x_3PK)9_fFA{@sONa%5+$bw4 zg=;b=OOOOIDbO<`Bgs23DWOCpWrPz)YYJ$b6jL-WDwnFov(DK=L#hY`G6eOAgY-~+ zA}q+Xp&m79T%`0dby~$qhh>^K9<1!LNEHv8%&&KU^0yvS0aM@)imnyOCq5@jBT2EhZA3{hvwB)I|c(N!iz z3c308!O94BcbFmQPNbX^ZmM1Q!GbNimLYtGIVQw*HU%!2!ZBEyS2ps?jg{X`kEBQD ze*x@{cYqI$#;U}fW4a}OAi`0~HMJ{|dtqFPY(dY+1w1Jh4|NQWuFT0xf;4hYV;Ufe zbFf8a!7<{Apkg{r-ZuVMNiyWC$1J>#!%~A15pjAa-9{0qg|cUiI8EUT5rfDKS*t@S z`D4GMRBz?ocBZw@T!>Sa0GZEjhg2XpsDRgxED(rlQ! z3#)|zxu`lT>XKrVsUyh7#Nm2uW0?sN9ynA5OZb?q#5)2L;-xIaWq#}qQeK}N?JtFP z-1lmCHl);ZsfBAe6%%)!F1$Tko=uP*nzEIxvfSHYN`ooRm}!+DNg9ZV#3UJkjYc3c z8Ud-(;OUz1AUF3J`Qh4R1to%Y8=!z2*x4PS5ydm5fsg`#U5q8Y*qP(k_f8E#WtlEn z;{jQoH6A>F6)0LNwQ%n+D^qpUr9N1Xfnm-?>ClXDU)3j#9y;TrGGP=NOsDhaZ&k#@ z{N6n?5GL^8Cgq5iGkTv}!&r~$@VGn>ufBXknB#8q8|Zl*FEU-fO|E)-uGYH+5lOfP zx8kp|+p0^$=2iW%__|CF?9-z})YI0OM?cTnB4H0v-aNUdAenqIzp*o^&ZHS!GKrG# zQGKL^7u(UBtYu#xB@P`ksSlibeWPXJ0s2o3Cw$AQ@^K&`B**!W^rrpJ90XWxhM&+4EI|2dm;9cUTbcjQz~B% ztk+!HdU>|=>3_x|Lzk!dV6jTsL@qPadM}d7>ai0Q@LM22J#jj}7Wp;FFBJF0IOlDc zNqMUB9cYX3nD~i8YW%1)MR$riXAoFbQAfrwn?jtig+<6EiJ2^6MlAJ0l>wNqRK$fd zoGBY6WzxAvx#*xczlk5!e>A)#^^^W&e6R8XySRx5L1vOhHjJM+&n)8Q;`&(VNi5aQ zDLLFIf;06mdS)_d;hmyKo|$AZAhT5v6cIK=Co)g2j>;Ou_O|E|&i> z`AZ}OktBi;IsK>Wzvzhm-&BB!DKnEn@ll$D%p_2W65$AUKv_M>A|nFij35MJq@7`1 z2#l0LQa~II1Q-m~B@mU+eV7NpU=S5TB|uV11YnDq?gX&IXMiD$46p|YF(q4$>7YsM zj6fzlIEA8;>$z;2_izeOuoz|J0l&f(K7=4yDOMyU4aXV$QxYLHA~K$eJW6?VL+YJk z5q@F9q@T{bBOgF7D*wlvZ)&HEv^iygR6pY#myh!zn{#Fi6;?)%u31KTZf6#}jjfRO zdVlx0h&-kcK`ctoNww%!JZw3h3mYjsA?LUd&uRPBJKV;U1QE~=a$3kUkDgWVF1$4U zH795MZ27H;;=`ylf5nBS4gW)am4$erhNio^1LMMVE zE!dzTLL4fV?-ifquP|6r&bQ}r&FzQnY5lLO{lPs*9!hJN9Nb;U`-~@{9vM_;TFz;w zrA^^t{ak^D>PHk!pURhKY7cT=E!i9)#YtJ6HY86Ti$v2b?5rMR`ZREe$z{98Q3ie1 zdPILe&dtAGvhl+l%PeZvilBO_IY-B+d&xx(X%QlpCKKm|z#iurp}lV8{CGddxzVjaeYj;!EJPMD_gnne51Xg|Qex+o zOJ(QUJ*PJrBRYgj$%WnhFI_lF*+z+E za?D04WEqq(Z0^%Fdx$CP>W+RNVnWoM_sJ4c&N@#`y)O<)V68dgV>Bk=|do8sUlT?ba5on^yV6qIH9arD0$(f$ocn* zQj93_F9A*?8cUmh8fPyNOKTM}<_M6qEpk+RxA4=Pe-D3M*2|q1!x1Au#7Pu{`Mh)lvBBq5)LpAMXrQBbR=MWj-2 zb#41&!7VcF{fp3T$tX-T;?Jn49_?dn7*~^^IqR9hqv#Ybkd)gPEPSpW!~J+Swc8G zW6VrtPFXC11b~E#rH7K}bMRx`&o*YLA2rWfn-{r9t`$cQ468K9P@rNRK_dbmj9Mz3 zjW9V$qK>jBu_P#JCXAUT7yry!vt_tM9&S)73rTvgvXCN8f*V)nGKMjS*+J8wCA>`I^u=;9eXBW`c4inI zBLJ$UTyj$+VMg`?$KZ4=q*Y$09uspC=>xBqJ^CFc+j{mN?f{%196G9S+8o_~py3pg z;*5SD53?5+BEXSA#)r=@Gd~Oi8JMlKRW$cFr_Vv~QYYJEO24~IWSFF@f`ifx^#%$s z2qHx|gfcPnK`DSS=o}HHD;rOEc*?9)D3(Z6omIkTW>h%D6Z81|2}vKJ-p`asTN`yZbx(m7vfsD*28mHfc=zu*~-(w#rsj8m`({BGY+RC zg_ts^J)vd5Cpd|1yXW>CF)nMTv(+m!#2H1$}=8R>?C%=9q{5gA^JQd3Yt zu3D<74LkN(u{mZb$udzgmdkAGp2ynO5uLPFWe%}zOH z5>|+z%rN)lz_;y?dSNUwM!~VzSpnhvQ~k8G?dXRG$TdT$JSboK{Bm4pJvz5RPUd@W zY?rcqD|Be|3KU_kG)09PF1oBV1esjHv>-TxGAJV55Row`3ngG5fL3rQR7|AD@DUrB zi4&4sNH~!xPDp2;J}({jO$Te;f#loslDd?mh>HNLW}%Vit616gZMj=5+ZmG;BpK>M zWAem9iC&7NQKsR{c_xOkZ?fNBi>^S;Il-#6QY%z>fBjR$^F2P>u|FSwU(avU7RX-# zuOe>>$UJ%cgW%IPf1Sr4dtc?Rp6*Y}*+=VGN5NoTHeCO-&ay3X;jPPYW%3zx+oxyM zi#aB00zoIUEnMhzt}P$$`A`Kt={UyaVcjX~UotS9$V_L{T53}sZ)>M4Pse&8!}E0@ z&wV@Beb4oUN)h`y5+^^iKDPO`TDWCI5W^+CDYdO`pXBHN_d35^mWB1l8uB*(Za;6> zfBwDx?UDNd^D6Yfw2&mpz<2if&+gx%qaURVfWX$K=J z3CEb@q_$v;*xzX0l|HTV>rU@huHAmw+J*9hq=?BdGel;LFIBSCEp>5P)2dEqt7vY+ z;jyr(a3&B;+zMSY&WIjKnT@1EID%rRa4FolG*AX+Vju=`Lo#tNdtjz;0Pz=hvi#HZ z%89>3ZTY_}>i(|{!2d<~^M8VprVlqBJ}B`N9O0ZGP<{k?Eo}mP(gzSahT8$_!U<+_ zWnpk+Py$H;7HBS-5fnZNN`P>RIDkwhN&+G#;^XZiMkc?YP4HI^f^C#F<2C7v#S~#y zo*6!8TCLQo)Elj!k|asw#1mojjB#E0NeDtLD2PIdMTx*cEm#^qYCM*lDT~xc z6f)PP1T$wV?+x5>>(lJ=Fu=@BG^yV~OMe!*XOPhI3 zqsLw^8ou`1+bm**TZ|xs4Rr$fJZ1gA>2^Eb|DVVCZ_3)O^;!Hj?9oV`o%$Jd$_r{$>Wq7pT~?fj zuFDd)*l+Jd!pag890M27b~_c+v~wit;!G1Kq-ev!;qDHAvPIN*rl9HFoqT0ZigTQ| zxi9&zBKDiA>=j9)Z>g9~~l9 zhUy?1adE%=far0Z{iw`MS}hNVv_1yD%A(HM-7+&r(2QiP^>^KN>k49_kc>!8oHuLB zWq}#a-m);2!&9N;z29~(gWV{xXaVy+?=A^Klcv>)&Ys}15I>!h1lmY7eNN93u0n0$ z&n>>b9plQkWyfDH4<<(#WMdN6xTtNr8}5 zoPI;wGV1hXmmEW!>!M_@#p{|6lDy9|=$=y7+}8eS;0_kTcU(8r8?lkBxUdap?g?f3 zNNj{7J1eymhNDEpl!;PN9ypgR^ChsG-HLTlL0gz&EklAhoY`}-qo9gQqJxnP4rSJ0 z(Uh9)lsAG>6hJvZAbdEj6iN7?ae`7wa-S>K|ck@of&xL+i==);pJV#k&r9Z>0 z$&XEbKli6TN?eM+uxQae_2!wpH`;3iWli+*DN~skY3_qLRR}g(F~d(mKcU^BLBsg{ zd^n72M5X{O{Sj{u{H~ZRZSr4>E{Um2&YXMqqTeN6-t@ToA7pub*igo@j+YnT)?<8U zf8c{=JmjXf_>nTo)7)Na{Y}`xd6sP(?Kk(lP|g><-|6?`M4jI@yFSKao$C1d@G0)? zO~%{9{PqbZGsbS@x`=Yl!6Q{PpK}0slXa(R)gMp3pE8_(WBFGn%}z&;HNKlW}5cVVZLhJvqU*)eXPx^MR|CjOUzw6ttz{e6l*Vn&2^dCa& z;AIan&R_#Vgxejw@i%>q$yAL&npMi)PH_m<%H`S_N%UI(wjtfxGr zte5*)bD61?=>N3m@4nW5XY2bCpXHiTe~cO8eI8vNI%{8i@l$!yd0t^9ni%c(ZSCy%MqB%N0Gr|tH)54Nx8zs2=+++KG4>S%IZ zue%PwTSoM6BG>JQ&D!&8K3}X;56vK+ov%da3+BtYU&|_&zwY(d-;D0|rra-s>bK0C z5eRD3g>R{uReXu_`F4wKJ=e#uvJG1>QRgfPqA-Vi9+R9kF8e!ho}5UJ^rEj?U>eeD-YihY1(*y*_VW)3x9`r^M?N!y<~lEr{n-z``3aV%S!dcWm+?vvRzB(ca=zwLq?P@= zCT?rmto2s()+VZ5hEmA4mpC@8u`bhdeeb`@V_h)j{y6y`3DfWQOJJkO@usp9zi(}`@kiCy2mrro%U?~F zSG1>U%l7g?`_RG1vC3t?3E8C-&y_$+QmOHB>f+C(T?v-|EAEd^>FsLX#4wm z%Kj-4AvRC~&!9{49`px?1dC@4ROk{eF8@3J7N-XR4H`@O9 zoBoF}|L?+y^*KArk6;OEN`&R=W!{^i?0w)x}x z<*~@;7kokf)ZhPIy#FHWdTx*R^H|TR|Mve=FcpaI8<*SK?v1?f)UD8_`jE>nv@O@Qz5t&bM*dsr|1$bs_0Q42P=uez+;f>T--`V5 zv>jX)n~QgA)m%pJ>qh^TJ^sjdY|8xkF`s``>JOC`R;qR^oWlk^>wM0AO<$i}pFYox zOf_PWS=DOBr&!A`QH{RR{H1{PyQleh>8I)!tAEn=JahjX@#&Y{UthU^L+N<%@77y? z5&p5&5;oka=ZweM(jwnTOVE$b-vx6cEl08X=f|<@&)?`Ats=%3z3$)n4_$t!{JQ0J zvxiDAu|!@9md|zn&dU}=ZhhDJ_`C1oF#dV}@^r?dj?2R>4c0%Y)ce5QhyV2qp%_X( z=abpfr*g>eetw^m9@o#qr2Ek>>A~X^!cuvaQOjMP?crjY{j4>0O>Ped%PD2$UzOYT zkfoo~_;H(Uqnpfsc;tWFqRYuDs|9{Dza1&gb+v)(H9)0u+P7nEb*}YZU?Z3NC_m+R zf8qG`)mX+{_9-Wa$?%EM%kfnn%kt}#AMaMrC9!z=-pn89@s;TMylFkx+rR&8H!1N4 zkCFUTYu?`}NVgh%ZT42K`%$9RCqGWkTM^W=eA?;L+m~A}L8X_vw;Za-+D0z68@1-+ z$&Sl0W2c$b8qYF5zmne|oqyM(@_6ELIoJ z@mZ}qHmsM?@=hK}tF{(}&##LLEf>4cH7-q3cU~Qu$S59b@S|%xyzb-Tv?b^MBe%;z zaXQv~uGWU%M}7D4d@eLD>TO224Y5gFwb&c_*OZx(6Oa4crasu^fw=5Vlgs0z;=Xe? zJ{H@*efNLm8@n#7VdM3j_Otql zVFJ4@-s|9&U1&TQ|E6!hz5Ag1AAV&&X@)SoB&j=vg8)j0QGX$| zR8LqE1&M_s#r-X&gH~{3EI4}ag(AGy5e2k%Sb7w-84{q-RFZ^R%t~`v;0cPu2>?0V z@^lR11mFXi1XNT(W@ZQqBs-B8K?W=_k~}y~;96BNY3LXyeu1VV;yYnxQV`<&Ckgq&s;wgUr~}RqE42l(+sq+M{m9%N{=Se6;x^ z=OO+n5aFkJWTr5vcF{fBGv(*pBe8uTcbsD|jwsX$IJg9EW1LZ-p#mY6MCFnNj9-QP zIppsYf7SS3!~f3WTB(qvg*%v}S+dQ68Lj5Z8z-_4$t;~|Q4(c}5}Ha#83~3`O6EFk zEX$86C;M)g2_B^lS)7;h`rPdf`5X#gzDr+%pcnm7C`v*OKRC~H@yRub{R*8?vn;X|UU;O8T&JBrlt~n1 z%ZRkj>BG_X>Dz@cUiMgAbE^ZSsq;~t()&PU8bnl2Sv^pXHGcrY^p`M39i9K3-(D`4 zIl@NvC|_nPP$vOVfBdPQcFQ!D5@}&BXvx|?Ni(i9ZJhIZ&?RLN*7iBCpj}Csm0{^; z(y0{ItB6wN6z@8YqSi`e<#Et-PKZE|ic-D8ZNB_VE31)*&DpP2XD(${)-h!lg0O4G zzBwmw>3qz`G56y(G z=r;SW3Vu1{(QT3Yo7U~r9|8}2d`YH=_p?6)U)5~6Ta#P&OJ!abXftq}?{o~#!dX4z zGNa@$CLvByPOy2Tof#83iPL8fn*^vbmpcD~<{>9#p%4j5l;04hgmXkmArwiYd7t`R z7^nlxnL#v&Dy)J|4E29@K4yP|G!Mm|C{Tdw*-H@QD!pnUmnW8Jm+J94G18UKq166 zW8sgc6rACnl&TYye+hq7WB3Q>3i*Lk5dwKEf*+EZnB4~_5Yy;qTfdH6raagXi(6+N z%uYWpB5p8yrRa^1!uP;CELIRa<&d0@+KJeeqiCObft)M?Q9?4Q(vW1-C9HNZ6QXPh z4qhhVQSN6JL^j@qhxJp(f&AsL10>QaBV%G@Qc&t=K9{tI9Dt>WB}n2-F2o~YBZtMD zX0S=otMC7Kyi*BkMbI4Fd++0n<37fp^5|VYjgVjq+#{|T*TT^?e7H=W%L-|Ym)_uc zfH3yMkFhMZu%>0H>(wU$#Xtibq+kM4D8mvv!Wu6c-zy%?ml~m~2(4wd1Ltj_Giafd z+Y!2^^(FQ~S!G(ebuRbyy#{=^?RRw(DOH&@Lh~56DtD=~I4dpyxy;NztmSVm8(6FGYA&tx$-Vd6c^q@jI9!%02=QADz7*qC zR;jF5E|hkhd*{Yd7A{rmjc=-Hk#TmjgXs>rYEfDrK!eNLvZgu4>3+mabh(eAUc9wK zTCNZL*bXjr63M5UN11FMC6LZVB-Di~LaEhabn+t)|r*`Q&hp_kJT%ecE)n%-g#Mj$y%FnFfV0aUmMxVYw`2 zB^z_>Q<)`2IofABSoXoV#P(!OO8VuTUs_(JIbK?IT2C$}bRjMRu_>8L#;Ub|vZSu8lkG!M@ZYw)6cZ!m` z=&>k~KNyB$=#bh}Dk5gl;bVF{gMqM&wVG$|mkm^iCrdRAR4)<1rd*OVt7Ro`i|fMLEDi zN%8SR>*9zc=H)o2$6lz3Zd7D?*X(O~FgLR~97LkZT0ZV5`djtg^Xwy1XUH2-ufns! z6RemV;X#7PoE~&afG0U310E6(L!9jj(8;GsPvlfpst=$6^=|GtDDaWPj7fe53;CR5 zPLu-W9_i*e6VJp6qGSmQCs>Xkx6jmUdW_CVg=?-Y?C5q&k)$N)Oq@i9?0g<#5Ap#6 zJ2`Z*J#CoXa`?!W_5p;?mZ1QW)aEx{%6T+8#$w1=Pfk42^1zGn5{L{0&dKLwD%E+u zY#dI*&FmyH`FNdV+sY#OJJy6ZuJDDO& zC22uAW`v=T69t>(XGEtMDc#tDG_nNP#d8d}ENx-uIed66wVKzE3(GoVQi3_a>KOx9 zRiPxChgz<+x*pTc_cQbpN8hnw7Buaoth_aCn9PTrBTejBwEOyMq9%Lkh zWbY{>v$fF*8Ms@4rsfbB|M@@8ne5JtZ-{f5VPmLq={{NzN68_)?3s>+yhSLWhNb)CF3?m_9f zO6*|FvJJc|cu{vhWK;4~;fk=48DV%M{;fow^ViIL z&`r{(O+MG9URZf#xSz=mHqXx6PxBN%%Ub`^={WkAOZ=tQpFJd-9 z{e}Gl=QHI^g4kCT67NZe$-hB5`3qYkT4ec=(1*{6AU>HcjBCMLj8>kWne4I!dIHfc|apoNG!-ko|sw!r8E(t%)rdBnbWu|k=Kwf z+H|GAiMhf4t(F%mAKi1R5ZBD?bC97igwTl6Lx;8ST4dLBi;Wb>J^OA5nuKfcM@t5t zh?mIXaZdJGs@LYFVCUeHQt@pAY@PsuWGYBfDbbR7X21^aXUwsXq+@n3qRh-=giq!& z?U*xKWh!frncSe4%AZ7t1*yp75FW}iqG{EjGGI)D1u9HsP2{+6WSML?c26Qs;jR(Z zP!L=!5FRb4L2~A2j#fzGWPek(8Jt}>68+W*gMwsj(`n9rp2MB(YOL9mowhM#&dd>T znRy`6kIUXQWxx6?kj`gA+$ZghWLFifW$?p}y?LpBIsMD&za~HMVh2CZy>guv7w2kz z#{f^QZEed?F4--4Fc%A(j>>Hs-{;qwQ|F%htBKo~wt7;13XjogI2*#}^a*Az1-P!< zMId5>!qrl%FRF)r>nqG5#89dXw=q3A#sGq^jh1)LBT6+X#b4!(85eIvdEdsUbM3z7 ziDcv=Dw;t#v(nP2^;)T|)M~OBQZm4)1(-NFP$Q_fw^?sX+$+VJAFe?5GDgCQq<7e{ zdc5fqbh%z1$NB5g-*h43Q%E-f`~(t(Ot_X>mPe{(oqxL2I*t}ca@@21GJWOv=~Cam zE%STgJ8wJxwNN7eS7AHtDF#()ZKnkhC z0#-;#QYK~)G3%d8dg-5I&jipv(W?I2E@sYuqCkHWy8t930Q#pFCPpHHf|9_6b7Q59 zwZJl`M}ok@44CmWO*#@2F_2E_lnIu~5@^H^g(&!qFcBKu2Y<49OgtD}_t6LLUJBEN z_$iq@M*6+M8(tAVQ+y&0LyS+bKAI_~a&IJ^)zcn0@xR8tRC`mWMP0SDe7cXf5^1^@tn07*na zRQ{$$;7J2?f`!N|Y}cdjMa!mbxyT`j#$Zb3D0XdD)k#&aT+Aa2`c>??pRY1$ z%z7%lTUXiE*lt%Qxxpt6tCJR~e_DuI?PGak`RM}((?E@p=*};>gw(ryEd*mpg%d>*lmS8a!g?>|SrR(m zgDzagjF&vNng>tv(2mO)7lb&ingJqS>cDA4O-sGc=Jy+Rk2{=vE~D>#%ph{1U3)2Y zAy14ilCp8pOVy=+zOCz;b(yH(jgxZ(je{Se$Zd4(=f$o3~ORSd{W-OQM<$doahgV!xSv1`{deHP3-Stq^X@f~4x!>O&1m!WV^ejdt zNakTmGqEp^lfVBB{~YJPJISp4PdfjmzI^JK`*+_xyoJReSWB~*M2pnwhEog+=4l{s zX*t6)87dKLrL2C~ea~0uRmhe2R#tuM+TUq?aD4(g_M7guKekifBfqZ>=7V*BgnZ+^ z;qu_uVlPu7HmY~VTaawWa?mm;gAe7QOzG9}p7wdZMns^84WJO#^mW&Jf!4iOISFMl z`?+j$^#>P>8WTfsPE>A;+GJ9X;}myz+5}6*)(oTE-r$W~*i}Weh-X;rFB@dE5{)aR zc5bgig^X?w%9Aj81exk!Wsf>?%ABGgv|1R{8Ie92kCxBsW7UmYJBSBN>%3koW#xq| z#{Kl(Ifx2)Vj!KVFjEvU_sI#FO~q~E-piEYiU$or9KbIan7 z=S$=vX&DE`YpLqB1vrJwXTnuLP99SyCc`yBl!dbp1A@Fv5&}CHOPeRIS1Hv;>Vg!H znM}&866~&ipj_eeNK0K1ZJQ3Wg@|dMOoRv~ClG&w`Vy_~HhIioq!cHmPGRFjB@#h8 z6B{y=V&&XgIR~QCFiG1ik={9{TaibwYn72ejT!aRI88gF=#@=$7-}+=0jye1Eq$q$$avDkTn~)?3^bL!{4xPZ3 z6*Gd5^w&&H9VmU~R8SR4wh8aT$s{Qtf^a3FEEXkMD3Bz9U@i}S20Eu(28THnrYbR& z*M()x!N~4_wbi0m{D(FUk@TlZTC&sEc`%vlovADq$$ zf!LG6zu`qlI6>O!+m0nYW=3#YWo|m&f{O-WGMJ>aB?xm4lb6hyI*c-vAuu|^dmJhP zW{HT%;Sq%|TfMya=5q1ab9SM7W>G>dOP6=dlg*>2&El~N5vkZ*oQ$bZ%%p)zk<>|y ziI8HTB<03cv(Xd|?1X#d;hC01*a!KL203a}=WEKZ@GnNju>(^&3NIw;#)-nD2{jA( z={I)kMn_+^x$I}3#h*O>Zi|17V57gA=a1wUksh=f2B&~#m0r1tTsRxtGmfJ`=&X39 zTqzl;5Y9Xci;8gsz`4}35qnS?R4wjZ zdkU?h7grga79pBtxnM-_j7&+eQ)J|@lYX!BZ?eo>{;rnaV*ZWb7b#ziPO6?R17hx( zr2sVjXoG7ZH)2;!x?m>^8{726uzcg#L2p!=Xk&SL-H$>c-^>$tk-?GTqcjP5vpjtc z$SK6?_w+mb`{c-`*=hnFz}PYDV!g?lk-c-20**Xh%N$?NnjyqQ$(|HkJC|U&l(gYV zJ%T*gS*Pbn-c;F1J(w{xkBCfF6H=Qi}D# z$0!}4Vxk?YSxV3tYvJuUhrvrJ#PDo}^=Gw0?}QiNH4oSGNs6@X4o@VD2$H$&#=keR!XNQl$vXHQ;9q zXeL*PmHU4>&H-RqE^A$hA7fTN1o%~Mg_uXvP~T?fb~Sps_{)HSghgf!SS(FfMbU>! z)cY{*#YTZ8rbW>F=`1vuIQVk%YS+A6a%D(!i92#c1}EjnF@z%heV?;!+cfS@73yYS z(;+-Wi>#LwqMU^^kb``q9An(>p9h_HdHh23PRdU=+mav}4h}lWe<{W5HEeb|S7N12 zbAPF~x02iWpmPkr-}CsYLWRDk^(R>{^fQ%5&8A$L^BZS49W<%M(a)DuT9$?Dw~vO| z9AiMGl(uBhZau+`T9KCaoG~+cVn8Ekc#eo6_@0QUXaEUQBBq4p`-dOK+$n`=Wi8AZ zT;`C_o5)9&AB!(GPs^_--XO0}{C&c}45}W~?QR*6P3D%C1P~8_&F~nMb&1%&S-AlF zpIe0F8&r~$9Bvc=LRu1tjj{$oxe_rk1%D%C6rz$W-~v)20f?JTlfyYIKM*zr34yefwotHSH{KYsP+^}uU(7xS z-x_}yXdaeqRD__w8hH#OnaNT?84($sA}QD8HSP6Vteevi2}eej5C;R7G@SXX`a$ts z1nvEqECI23*xUK|@plka zA_WkPDIrbhSC|LygQ^Q)I@N1w}6e-ETivH%jJZ^O3K+5$d|W zyURT_L!dp?P}Ani*TS}Sqh^`CYTdpah_t^ z^t#Vijh@rzm=*@vV>_<=ZcRnq?l$M!e%WtRwMAt!Wzk|-USY!SqsF|wO+quLg_ zT-=_)MmcGAKtR*RKF$*#AC7xq=;NhAZO%73TbmCD!BlK5VN4@E;D`j5R@iBD2hCDS zVFkF#GO-)xBsbAgI45{yJ;J@D1lK{MXHZ7X>6F$OAtT*s?qxr?7U89B#crN-je3EI zL{bd$P{?#kYT%|+MI+|yeVT;I27eq`;J36lCRcuxe3yKJGThR75Fweku)^V#!IL^V zB%NirkGEs=-7*4jVUMIlB!k;&Q;1RuacGsa>2q?6e-Q<+?AI_mz1>dX#*2oh=ir#cvo^Q_2&966B-E;xwLXY{nTaaS#Zj`Tw%|I&YBbeIibxM6 zlqRNSUvMuA5!D!*JC6=!FeL^+GzAGa=TG>NhhqC}hIvvRN?qjbNw84adL zWe~YL!k&C{lkM$8bOY5;Ks)Qb?1;YpAPrK}VrO^c0bW=ZgGXP&}Si2x;Xf+Zv%Ny%h^ zy}o2-N+v)mtnfG;DPIe~AO+7<0z4=(VN_Xa`i`8E6JVrgI{c@gUtOL#*!_J5rS2j3 z&cAbeu5oYk6?F2t&Z~O4+@u$tmmMusvQS(5Qhiys&;KaQ9z;GY)i}=D#_}Hh*Ey2} zQVUHTvkyN>Qtfq4=6Uf7S>4;<76`^1%GQw4Xzs$$sJ_kx$M` zk4bt2pG+>1#cTQ+es$bW`Ck`**Ybg7IqCPV7sg)u1Jg~?7!zLMl;1v;p0->wezf+& z{B_cAEca8+F}{BzHL8*~ou@KuCyu_z*Za@+g~n30sFzoazzdGIuZR;^kZ z!lUM}PZGa_SD#6|7v04(2fUrB%*=gs3N#gF?&sL$vDU`3=sZ)QYosOkp!NXYZ-WLXjms zGX&%j=7!sCU&`acX??dbm4&pNV?H#1jJz|ml2R$uYG#&hn#lnP5A$Jk1WIsyxHC?& z!9hGZ$`V{7n4^OjET|lm6F^cBRiQ~Se8OgFOA=yCpF`^+Rf!wpq7cI&TC~KnlbsRp zq>M}{6${HnzC2#b>nBWqy=>~+X0x2`7v;CTj#yD#${?DVCq-5zU%LNtc1gaJ?Il3z zKk|Aw2PjEMNU4@$7j~M*Oglg-x*#Q-2pSgsINmiQ%2UIZVzr32a!?%OE+yP41(YUm zRx6v=OB3bJJUr9|bTRVbJpHyRX-ZkUqmNJE)Vi_EI=aobK5Y1a2P?>@08}UaP4x&?~Tq4tRPc=!CI3rK8(zs2MRC8M=6|PTt`F=j?`pYj; z#)MB6ES1P%297G{e$E@2nMam6vd_6JO>S%GK$6Sw_1&X5WBk>VI87P=|9-Utg#A}93Mn9cLi zZ3P%i$N(21=CMMJo7?hluh>}r*9-!}J{7|T;%t#a3T5f4?7(eIo zJy$s9)wh=J`4&l(t0{ zPGRB0#pN;;-Al`;^^$ct=UBP3iH|w?&1iLUh6q0mnw{=bPH?KM!*yl>H4Y_n7LUfp zlBjMxkNtYHV~`o*ZbVX_Bx)n%wCc_|9Wf)*)7_IZSLWI(Z#8u}LXX+YIid*-i=)@b zs%4)xit^KDWr>F+XSxg%%F0oR6b!^VUCh(Sg~W&l^V!*vR9VOhe1ofG761u;d2_@&Th^mX7%@S(KzzEOQG1kOp` z;XEf9ixIuPtJL@Pw00kAl#%0@aZSS@O#!D*B`lW(g^xL&Sho>0hB@`6fQn4d`$@Hi z$kE5Wk4sxB7iLWU z`Q76foJCYs}D(Nt3ESE2Xq-(5rNP|At2d8iU~?T_dA%lsy2;Eb3_5_ z@pWjS$A?zpaqi`K?b-dQ)GyT+7|uNRq>(Eb3Bb6F9G{oFsl8I`&fG$-y}k;~gT1BUZ}`7#lr z+9KUOecGU*u=7C?5*FlxlbBtNd}8xjW;8?fFaafs^V-?&=WVsVNuJnt-v*yz`x4jF z+ej;kZr>>NGF&{4G;*q)!{?+b3vHw4OaCRcEIsoG9!iCm=02#Q z3f&Z`KXUy@*x|ot?1)PI!OHVMLFiI8l$ghhWzs73ts&|_o24h!2H&h!uV;OOqyR-g zy1!<8b4Vj1A|_E5mf)r5$a#BEY=y#?eIyVGV+xjF;ba0BWz+- zy-HVVCrh%31XpNsA(|GM`|_F_A)PtNGRGkig_-gKA|$0@5@Kmq%b*w!G{=EV7H8jU z%3`yPp$Q2}=cIyKg;)cXsGRzhB|x6AZ_s3Id}sT57fJ)DROQ*~vA<#||^U8N{z zf)-W}?moxB5UBx|1hZpv6QG-oD4gj`L+SLe49?1E%ak`>EG7j!Gd+Smac z8B|Tu49y8MWB@xT z5fb*J2)GjQ4*EWo2ebGp_=D3|S*9bk%Y4Rg+32GTTTdw1Y zDXw@N_7B1+icKYv?02J2Aw!B$gaD0Dh-^-G1M}chS!Awsc)DqAQZL+UV2te3+^KLB zM3HnBdTpEI3TdaaDS;1eF1V+&mMj>UdziPf5<6#<(%=)ppd?ObxN2t5t9_$765~Q# zl0+M1xznfMxfCeZ(ABj9fef}Y%ykk}xG*zk#w0E_GCdp_oWWp91ft)T6=fsSM006T zODT3?^JWp2-J(b@;)SUwAU7^g0VU<_17j`wYso&d$P{6rwsNfsHy zYbV1pBf>I}9In&(9`G%8o!t;rWKAX~02xL&m|0OE69myJGK_z!`W~aZ@Y&k*gY0#c z{;vICPsIpYfU*W_Ph}prIC)uzgj8y+Vz=rhz4yLrtxGGusD{aOfO#$B{_0+kgFqv7 zvV`!NR`*X_v(_NmQaF*?GT`f)Hp8Q*@UmSjdW_&oVGPqC3UIPxo;dr$e7^r{T!yx~ z<#U{`^C(l);?(tfu`d)e#6@x$cNzW856yz}qV`q$*6neK+WgRtE^CNs`o^W05aZ-= z$~@2gDDhZ|gqO)MjUviIaU88EuM4y~g?SLGw#_5pX~%G75n?6@%X`-X&yvKfg?}t`A^CmgD{%_9 z1(fYfnl%y=(w5L=a1wPw7gUbmBoF3bXl1NP05r+c?_d@pW(FnyIYn&5o=lk>%#r!6 zPLlpy>@J{^_;xRU3p~p=OBVlR|1wejXNK*6iT(Ru?hOBDtSm%+3w}{1k^b2ZuH+y_ zCW9zoM4aRtm*ARNiKo-FAVO1FSt27coJc{_V&I#RUXZ+VD0xk%BuXm89|Vp3tKcm_ zNeXB5gZi5;%D5yVSh;OlAHyi^!t&_$$@7K7fCr){;tF2v^$vPM7Nit{a3K`pMe}jm zS0DE@UzXZ5dOvawYZY~5CdLQwNm@}rw2+?^D#RIP#~|sA`9eS5@tS!M50P5=LaD-} zqUP@~UOcAr9FwxHuA9p$x82(6RCET@lu)8#$%ntelAMVaQ9?b^?$*ynk7bJ0*4tV# zDR!#)$Y3qd7IuuBJ?80IX^`*&DoA0Z!b%!U&e;q%`S&Nko!%=-vP<;ofmjQ7Xd+5Q zeP_t&cR_!*RHC9+ZH$(b4~6C>#?`i$S`jwqNI!*R)nXzJD)uRS_4eSc9vRF#$9C(s zw2h1VyoC+bb-R>G#iDnJnCX67_MurVOl$IHeJUr4(7aDYZncC+<)nSOB`j6jlOO<@ zGtQ2uN3=%cEPvk17pl#{h(E%mFi|}N6L!WCdzbThcYl?oMv2f0dZ4sE7u5T*G&S-$ zwrWDGarWF34+Q5@Ynw%v7?Z@P7JnU4h5EpO8*XU); z=dEO=N?gXD2!DsiQW)j!*H6Q)m&aJkuxO&mnSw>jawa>?h~zXMV5zlAmNQ<$lC?-% zU1A4KL~F7gkqvpFVTYghHBPIV*N6J^J1?C4s(2|ZLKo&r&E~c1%PDRu>6{)%alHng z!KcR*D;XPe1vAlsaIQhc!shUiWs)X`mNT$A!*ynIW)f2@F|t=@8pUD4F!wrP;AT*LO;$-INFfuSG3_>vw^BtY zD@ziO%swNg*`f=RP>S*_L?stTVOr(tvwK>INGY70(_)73YbGbeNMW3@5EFwqdL~E! zFp`4RQ(TrVG>9!tM}XXNa1@_rDp4pcLzy8-HXCP?)|@oaRar{QEOR)qh*T0m zR#?W|WAqDeB5@)V8Zud}&QU`-2l))$Oua`cJSxCi-7Kth$&Y0J;7ay$2 z!i*3o3yqRf--=c^3l(wrWQkDD0TLo4r(04IyVOF2eVimt#I*>MNOA*)v1>3BDAQFN~u1HAE$S&#TJBbh^_1lnBqyr8K&tXmz<^s@kjuh48h?oJ1WG!{r$d{YH%e}iT^9-!JRl$jP2zcDi9(puNeZi2c5sToy4Chlp^=>;N^(LxkZw`F zSe~7T3tVqu;BgO+CH`>wGgZy9&0fMa$1IYUfJ`AFS9O8Ls7G!yfCc10GDt;}C3$t) z+Ptve$#=C6Jbub#md~1!t(Y%iDv-#IFiOw-IzTghSKbjX;N`2>i)gWA4hj@70w<#Z%C1T#fCtxBTftKZl<@EhDYw)QLg|;VR{XbXeG& z=EEdIY?FtizXvvnAE$TBm*U8nL4q)XH?m-YHqUa@Qoe27IKhFKalDnJHQBMHpP;Qs zF%ut0)Hg0;snO>I& zvm+%KsfL)GqpHL-?N%Z|;XD(_80LMr5fxya15=VRgZ*n6SFY64Vjf$umZ~J?_a~Y? z#2Kw%Ta1OK>mHYxWGSJ|E|4YK&Bs`8*hzYUuTrZlmTHzfO-SN1Oj|jjfG;ddU5bq# zslVgak%2+sljWC;fxwCPLW-G4si@?^HZR5d<4VWi1I6G&h7nTRB8gW~=19wL(Qgf& zHto4~k$}gmk{7-Nv*6Ua-d-bTAy-}_vLLD@;dtQ>+jb?fNa5ug{i_`>1;cVVujDye zqQ>Uw@OYfJF9oaC4lYzKZPUrCj}r5)8`qVtnhV@!w>8D>q1pW(eJ*Omd{`iPF!nMB z%9-%u5UbHgAZvniy3bO|7+{ss+Sx~hs}7q}#fdr7m6QgTgCExI*S`el$J)OW{Kxa_ z*Kvs3$HaFJ(z#rr^O94hxj!LhnI7q^2M(6`Mt+&w|By$t*SlW^QvtRlaq6CLtxvtr zz>ST_uhDoayr~o>OJ>xix$5ai)evw(3R=SV?sJ+W6+%VFnfLo#ufj^Sa#RXQXHJMv zsN31YT@ow>C>DgOlAiFeoE88gi22cN0bZw#h{-A{OX3ROa>BNsECfLEBNuMul*zG1 zf8%oLy6gln*8+|Kx|t#JObAP3b_eITjR{DZfpCBc4$lB54-Aepz+!?*LRlM$I22GJ zN#+a^5VI-?Bk(V@?l%qmZ5a2z`TCdY_s{dd5dr$oRdG#biukh`PGX2mQhspvBug<- z^N0)zDG?V;2f6ab(vhd9A%kL#I5kXSlb9y=WB}J}_nfSBVHFd1?#yi|KUuz%_GtV# zT+J6`%`EQ3)^pr4cQ7=Pog$3Ad)$#*#+LCdX+9%PkK>&0owIBLJ5ZW~Pd^x4$P9lH zZd-XM(HL(5E3zt$>@2}d6fTu*Wna$S(~>-xlvG3I#2iO0`>F3~p6rpui3-(+4-_3DOwgFS_E*!cFub(ws1WT^^r?#Hg3xYS#*Cs%{ofJ zrrkbqU)ywfJIXnt2y?Q}cDLRrMp zPM4+E5@|8pBBb(Z+D`LQXPe{oGvB?Oa^-U|ElVknGR3^iZ>Kwmu)9+frEGNe(dK7{ zva+s)WC?5*Bf{tQgy&s?zt~h>T3b)!J5$h8NbwkyLvrU-;_of^a+we3-`D<2_}eVc zl}lqCz+v~{CCha(%^7QzwF%;2w1^CrP(GMYxX?O`2|_`XOXfP#kZe4R!L=1AonigF zN2jWWCHBkIkG`<$XXTru5FQd*Xn*lrFO?rkjS7Q|$dJ1d3M+sS6gdilSQro8x!eTz z>3cXgxfW83iFxS!3+D-l5b;b#oHC7WwaXxudg)N45{JV$$zw-KCmAHX3Qw7@FX^xO z{Wd`{mIMHOeXixWBUsTl#O*Z!`TdPJ)sO=ybD9I5gkE70N*}X(k6n7}gs1dR-E9Qig1XV{Goem#bB(p?T5J4>z>KVxy1Z(20_$Z!AQKJT- zC{~KfPK2JxzyR)%0my4lie~F_tNrj3T+!gCa~WRyTA&h$=Im4^bbs?aw1VPxOq=I;t#oKM$?B2q(SSnKn4$s)|c z88K!|pHARHBGMg6Q|p*?MqkrK+83hLte2e1NEUDmU>2$QE7OK@EA5~;*gFkdyturJ zxrc3$9Fy&wnNu%D;BGk_vq%aLh1DpRmdCHtvVcm}f!s%*nA@_nV+2j&s8VXK5g2)< zXQ7+=EG(*U>%g(esAZJxVSo9IV_yhW)W=|N)cC(fQBL|OXLD_G7}_)3`5XF zKUHwK#ysZinK@{BM9D7P*S2-@YQ6xJ;c0_B!|ypGLPQC*&oSLAWm1mj%&A8@+{9){ zfnoOZ-G(>S30;@CT+9<^r`vqz)E6S6WlyWIU!#&=-wxj%_5yBrDA+tNltc2Undiy= zmqjckeg39MS<7WVzuU`txjfg_r}{4H<TZ#3?leBg_+#SpWtKgo#uj z5gioaZgJ;;Vj*zib5M{xb^WTjB(4w*eKYAB9xw4>kN^AHwrE?7Jnre9OrabYU%Bsz z*~(ROC1v4X~YV`3h*h>K`>nuyI55!NjoO37mcH5Lj#8YR)bD122ovONMb=R(c@sTA_IqG&QIDaU#lw@ozld|`jloP>4Yr=E}1|KalGKh`7f zm-n+>YQ@BVhlA<0Oq|@Vlt>F|_%&L(RBlwu# zcELl+%rR|LI+tbMYTWo$msz{%ON?ikPibW7iQ^te6y^1@&Abe2POfy9mW|rXi|0;r z*979p@Mz+fXU5@iFxG8bBkNoLYU7YWR2V`fguQFdtTcIs(O?lSQx}93cH)H+nd(8u z^jV_lQmKNn0%M94C}@(+q;FxiPO86*nMYl`Zr3c22QEo*t$bm zilHMpb5*{Oh~-K2OUXl>OIe9uqkh&`U0McCaB`b3&wtvz*?`hwf#O`Uabay-10e`h*%OZALiDGTC3EJEYO6dc+Mmb zipZg*S!9YBsYSXFk+8=vAKAH_gA4Cg+}FVSYkNCScG6nO zik&_@CXv2t>wX?{LaR!tkw*z%8E>UgK?kdF8U)guH!s(|-Fpk-Rvckw2&^oN((`WS z=o69rwjvrM5c_2ICh}N{CL*F&yc7DEk7v>u27LM|X0VWb2;vPJc zdgffPB_(;zgdtJ5h(u+{xMw+8jj-1E*nBJVRmSh%%_w6=-hFH1;oaSJ+{Zfc`mTGe zHfoD&c0Ko#SE3bT{+L!5YK<`Ch!$A<9*0E{Ych%yiOog~IqPMA()@IZKGr-8Q%}Y>|+(Gcbgz+qzf?A+l?=px(_&iBe?Av&@u} zbSz>I@TbVfz`J*^uVv1qxbv&?o6|o1WadsTN*q}xYBo(a98q2?-$TdXjxe33^N@5c z%Qid1qq5XiQuMHL9_r^5l5II%`k@8aLg0Lbzn=2lx!&U8dNQNFt;<87>z$5PzFHhz z?Of(j4v+gfUf;sF%eQji zTJ*l)j-PDGlg!th-(YinH`b5$fN+Ijlt6y~;d z-=+Hd>-)FzTrtYLUHxUPwA@9xz@-8Z`-NsNnKeUIhQ$b zCv0yne{;|O)BXIw^Vs}LIS<|0<=V!pzy5)icn0+Hy`2&kq~A?W*XO17TCRtY+5Sje zo+~>^DT~l*Q{o=W>DS3OFXy4>&HTIx#q~)_n{RLLKL1|LE~|KyvWU%3boOif5Lqay zdgwfteykpn6}h~W|AphRNz0Ni{C2LBRwj0S`?{Q)@3k}Lr3|p1&)?-|oev9N=+L>d zi+T;GXTjG;f7r9=-t=CN#5%`^ZpN7CcvxO5cFH+D`>3MG3^&B=c8Ut0MPm9jjH7jwFmcHhdWW7?bb;mK@41((|m@$&W*{EGHP&W}&G zs#KKX%hL0`eOJmap+5`%CXTDA)01>Ww;Aob*Yexf$B#^ZVXPxwg8!cNk0cJMrd0Mb zd|ygD)mi%&voH3@{lj&(AKHsG=R5kG<0%-7*DL>aw#)O&)#Zq-Y)=|T_v34o%N@aw z_d+Az@?0_g2g%Q_ou)6 z-4}lBGR9Z>V(0hUr$>FZLbz5=K7YTw{HLBQ)M7U8rE-;}9*e%N>))Jje;3clC~tSq z$!&Xg{q2|7=G%v6R%F5Qua&;PSa1HakGJpN{!sZ(L;m1qw7+|3zq@?@-6#9{h?Vz# zwY$>&?1OUE%jLLoUk{Y`S-*?=Z`$%(%CD~b{XH)DF2;|OZf4I9{6ooeKmK%m{69qf z??=5Jb;MHI`mxlHPOU3(m4#;g`j7nb%L*;o=r+r1f1PK2xODJ-ludtF%QoZ7S%1~} z-_^DTedM(4|2G|fT+2se9<4vMM;&^e-WQE`f^ANE<}4loXE&&7*)FLqik|Tb{J`7U zwCpOEcRe;ZGStQW)v*QTsx z2R%dXNx!pfK`ZGNqzPhGDLnZ?B7|?D>$S>5;YY=_FOx*R;VC$jf;GTFMETDJzf4RZ zBnbZ%_^bay*Y{sOCo@N6Boc%a%5TF-#7V}TI1&+v%U z5eg#rId=D5qzfMuZ`pG#bR2(jd}=k~4nDlaJuMVg#c^~!CQifOGyalDh&r@~I3y}!ou}4MMn9i?w`EDa z!0VD+hwtSw?a|}vsUf2LPzKfW`LzGh@GkU6DUZT8y1()sjrP2JI`_Y2dngM6UawFL`qUFp?)W?NX7LPdyn z>2L2y%QatrejL9%$=CGHlD_rIf3nvfubVH+`3v)|@BY#+3ynX0d>QXY{qE+?o^J1c zbG)nN*q=V%-}RSY%EPZ~ocDRXt#kS58FhNE@1=~Fm)gG64=>}2*ZFSxB}dM=@Avxf zo-aRyUuy8By5iZ6Kisc`Omdj@^@mNz{)^eWDN8T@s zUV6`?dk&ILIjOVuZCmdw<0xYLybWe;AACI0c>MezPwk059ddWA`bPU#!YCis`sOpM zP@`kxv&?gU{!Hm3+9e*ZpEUB5+Vv-V_djy|o%GN2@^4o=H~Q;0e7@Cc-~E8c zD^p6G6SrCK{pr)YrPr68kG?Ha+RZ7ayr20N`+dP2IxxAtMgHsST#u?Dr8hyB3|1dOW@ne(ysogI8>xKTb zZ%pu7B!fyDxun>NUofwg2flcIy6S z6pi5>`%FcDzs<*G(rhr3f7S7u>-ECtQO1&)xZI!V|J?li@%8V2di#H__Ww%#6*?>7 z?Wew%(`hO4SXl~BA%~$IjkB%wVGo>?)H3iZ+UM`jxZb}mZ=YHjW6fD;!_xk6B!5q{ z)?8@W)32}#ACz;>cJzniY1`MWYoS2vzH~#(D5U(PFpfKqqlG9nAd~&A|ExUf z(!5-5AxR`6J?bI9XU$=K}lZeYzRU#~UX7l;ALMr{HhuqqIe{8qyw|6O7o49}9^CvHP^nILb(c9u& znbMQe$aeR;^6T0>5>08Im*@L65-K3sLZv(;nQ)S}m;iYcJQ6A3A zyT18pw=v(g@89Rc_RC)HNAl6-Acjnl@^oF=d*GcLN8I6G)z2y#p@4gSgXl|4(>WH7 zgGHl?lQN5BaFWP$EMALP)o%?7XtFAoIXa0m7~m9SMPSmjnv`k;Ix9JRGuN6?C)^rcBFi`i*&Byo7S@3?9Ll_quE>H}B#L4!P7)1SGL@)8Tk0Bh2}|HaoD?A; z-`MB`yFGq?e`>P?BbX>NY9CLhQJn@#7OEwI=>~U2JS_~Tbg)m&q2c6=AQx*|IhZUF zOm->wG5j4Ek)H)UDKmdaf1mk<^nT_WBvTXQh@Rt~{WZ>)${UqA^Q~6Yq8<}8lKK>; zi99Aii6mui)hWAsBxYnf1&JXCD2hZY2DX5QNt&iHO~6n_`eVjMX(e9;Me@E*%3LFcr2{RCF%uyO!AzE6F`eR8F63{Dov3HUa=EnHBGY<{0#o8=2!&Sm{ zGo=on>|QAw+fuBQejIuXi#gzJ24_qm^?X~GXj_shYReLkS?e3qk`5LZg%%NodzvxP zmz)o8R(7N53u`_ueG#1z$KKDdpu$vhmOksrt1pY6B7?n?XHX4R=ByM&KZtxK@WvmP zGA)m38|${%?|c#m(>ZWE_&9LxGGCYerHp@A<{vJ2yO3)#WdT*)Uxb}G1tL_Fmn;`r z9$R>s=SD&E%zgqeWMl~QOB;RB(StZ_J*=5Jv-UeWlxrm*%BHV%6NZ zR$hhMGJ1s1BKfe<vSg7QZ{eqxqRMMNryZu1>$)tD;yQr2lzVYsz5A3ni=TeR#9|jd zx4qL>sY+bP40F%^wfODI^PU65Qjf@!`H@=-Rmk@}cGf6OStJu-J?#zib>cNlf8tyzN^#P@N>na5yFSNrrN-GNbP5NI{HQ*Jzf+}* zqaQbSTHB+PWtxS*WGbO&M3WCiHS$hWjWTf%pTa33pah-CowyPeb8-wVXQ@zXN-NQo zqjC^)N+FSj^h*4WrLr(FvoMi>Sfq#+qm@}0Ld3}o))a=YH)2-i!mJEtA|_Jee-^<1 zQtSTjum79Jq2r%p&q?2~-3cV%-AO}7ZmIoUhYtYSh5Vi6>H#0S3?F_2pSdrG{gJB|{j1E2 z)L*r}iGP^azwTvrIwK7u<~+LX1IJ~3B<&2>Y1Ai+`sHzM?;w@3Nzhr)Kd8Uwj62<* zeOV_6!k!2UXAESjnwB}vBzEB=(~^+sW6Whfm92y3AZ8ez=_POCPso zyp=8X_k5S%tQPCNTY+86)}6=kh^9J%0_0 zv^e+4$m8o{qS$Pl3d)Dh=-3h7d}ChehJ*(g1Uv{Xu3h%4nxKh8PtzVPyabryH;cas>E&P)ky zAz!b>6`g%x7#S2&8AVg-ES7B&kLb6w4s<4a=oLIIZ{#o4?!`<}64shva)GpIi=7L( z5Ru3Oub1Q+pfp<8m*vLo)Oxj}Cd19obJZf54JgQ*pDVkdC-ouYh$CVYp{4O8A3ngz z9PlBMtoWMV5rhvbT`QRc6E-2l-GWQVw`7T%*_<&g-8UCStEPfdLeyCFdQnfyVLm)P z1;iy833zmZs#fMCPjaG!yOs7-R~7;dIBmH+7L?Yd9*5b5q%Fnm_FQIYPQ;CSE&i#{ zGjOx?0S$Sg`dujJOqe%NRTf4@MtJhWD0OOcN140^u_XmB67D{2LS+&W_(HX%baSw) zAjw%ciN*|qI=x%ZvJRD~!AhmF7Dy>@We^ca|0(xspc#5emSl0j5Xl54=L}o3JGmEj z6{AQ-snU`hKxJN~tVE1}coxuHltRXxCQTuwyKPIM}{zWWH zNy1!M1Ob{;+?D(+qNKbV zb`#ETXxIX}yj5As%Ok)2u#I;ufaOFzpjkKQM>-Yu+4GYjNvWvcgZ#nu60!GzwgDPR-^fOm5k%qA1H$=jL@J1#D1=p{ zTdYK+NVn5{z=8u4wV(?bvjOD6$(%x#oxat;5Q7#`h|Hi8jzBV}NB|=_lPpC*Y`*oL zF)f)kVpigkZnHY8B(Z0Dq%g0^3xaGO3C`4SLKhVBtp}2(q=*qxxm4mZOLlNO9ZoG! ze3I>~m16M~Xk9UzXY-is=84^Z9%hv2n@8&m#u~2Xckc9)!kxI#8 zT4rJxVusB04)uVWr?H|fs64fLJ@x4ABn0h*Q%DAFJKbAN;!=&~U_Yz5Dj2Zxj`Z$W z!iozZ?8--25h8*`f*>kB=Q&Q{68^V>WCU`GwAxli&V9&rJr8zIVi0tKiLa;12C+Gq zM@{z(;R{PUBMhG&EbdKR`0)-)x`|%~#^oK?D$_~^>u}O@k)8eVbr7pDn-B?HD1=Vp zA71@^axdyvx;noizsf8&8I6GEkmHbZ_zdc+1S#KbT2(&v=RY3(d>Zw&b`=oU4h}GPLcwxYUAwEZoi+vqS2W zNQ-Rbm(_m`HWz7Um-J{UoDV(THh;UwszvX?h+CzgTy_sPk2@#0WMzx_St1!PwQOi) z^qgZ6UJ8{F$MBniz}!mB+C|XSmAw){TfP2hoK=dH6b^=mBG+2saKw;G5r@5F$$Y z{}_1wGbQu?pX<+kNPp%@BL7JeYZ4`eXL_b5%pyWEvb<&(aw3C?L6Y!Da(s;>Pxjyp zi9feWtkgbJbVX)P!Y(qAJ;;IYfXED@1V`osd14|zlV8~uafrS9k7OpU=S{d&!At^iQle_%Rp^fd0-gYd z1h*hw*q>hG>$*IacskG7XBXviZ4%3gOHr>mteYKQAv3B=n)`c{pRFPEz49{8za3+* z{o%OsVdACMZ7Y7jd(4ioB7Zk#OTQLcc^RHoF5B9kBJMcv4NlPqE4784FL62Q7I}KY z$F5nmT$0-$X~jqZe2WwikeNZ%YCpApkfrs35Ek*J6rTKkd_K@Y%eDLR^>!UmpY*NT z5BgmnfV>Qx!xa`0*+bsOO#)Xh#5lIoVRFdQmWYRwe&tnOrlWpG z`lD&?{Q2SSi0zWXBVyt8ZR~Yf&YgCFK}gv8^l8XYkF=TR!S!3?pQ>;l`)$83?acjQ z=$Sg0#c2b4k!Q~5<@FL;ny%5*x;sruBZ(4QGg_jG5wd2j76$Ofce0aD^u(Po(%w&c z=X3%A`0Gi~<@!D~d`v4^@j`}D*htTr$B4;U1ZMN_4k2zjgt~t#QmNs0MiCWefS6IH z2YE7!XJAB8B9Xq|Ve|2NU6prto6jK~Atj$2)A)9=>)a3OCq#+?!8M38(hM>oCt-%Ub!A6tHzRGl@C+ebknfqV z5^wX|^Dr7Z>PiSoOEWWAAhLQ?@r?u=1eKJS5h#ddjs7;n%x7{|t=|gZGQErkq_I6C zR+t)Ar|$KvRf35iks4j|URZcJoGnWZ_^A`pheT&_c&z^KBfF`gWN4kafu59}WPFVo z6jLzt8&p0iozC?bGCi}n*R&-tf`cShq=jd~J&Bz%wbZguya^KvQ*wYZg;D-%)Bn=`UB#UZ&J@` ztB7VYrjPDBDJvI^dQf4l0zyW31ZqMVq-k*H$l}iKjgvEyZ7yr6TY-j+oI^N4!)%f~ zDJNJ70yqGNBNKdj+~ANLH23H;C!B$Yqv?aVhu^?Nv3gHx&sZKkgm3Mzi6j(`mQ+(- zLlBZqArbBoB>3Nm`;#SEmNh#MTz{jgX67Ev-lw^3A^|2qu$oy-II9<^df9rCYJ?P$ z03;jaZO_?zN8@g0s`@uIh?_}B5mEzED2Q1^NW>r{+)bCRwZ4Vq(?2gqV*s$RGg9sY*y!q{#kFIA7=|bPJTJfscubeP-aJTWEWD+ zK|n-|T$G@>>j3Cb6;=Sb*g`s;juH0^CcOX~bBmgt2joN*3Obo0(JLfC+!B|Bqz~8( zp9Z1;M1%`dq@OW_q$tq@iwJRQnz;cWZBBKK$f%Jz0@EAUCQMwckOUJWKoumxgrKkp zSvfL^S&$SEWdRG1K_SHqLY~PHo(yLbG+_wE%wQy#lPW_24Hu9gIno%!qLY~6k|1Zy zA*oo}5Dd?NZ<` z%zQ^(HHGyK%AQGD)}(68DUs4MM>vF+0*-i}`LmTd+XZ|vP#Vc_8C~bGQYkT zZl1vm(be6?7_H6BM3(g02qlxmNiuvQEizNIwg;tcgdbrfXyr_v7NBGmGfSi>httf+j5Yt*T$|NI89<1C6zcTa#-x$1 zAjt@?(`AC6%(I_01Cbt#!9gpgMP8_~HWVUirs*}ukWf|1V4ry&ae698(QH+26(WTR z!r%<1R5g-c%q)dj*nvdG92)87vs|RA#(>{4Mh#6;^N%tMpUYNlUF~sPKiMVlp5?f$ zSbbeY&AFv4$mVbJD0wiG3Oh;51`my>@uYkD#0;1QYSuN{x-%D5ElV7Bo?Zk(sx!(y zbQybzQL}Zbg~xM~kb1M1Ftu!|C`z)(l#DrMY3)6ooIunfDX>qUN|Q#M*f+q`Ch@ln64BxJ>!lE@nUP1yY;5Z9Hr~N^Ush{N zIA95!q+$y)`F7qs&Q`B6KW>Xv^^xtDNzch|lWthPY8$d{O#WP-8x|iWNRpN9(19i6 z&T36sRA`8bX-)5pO$>3?sn z`=1xU`4`UChx82~37N^skx7w=r1V5^&P341Hc>K?5t0eFnC75JVrB{j8Gwuo0-|?l zDs9lB%1ED<7MK`>Ac8J}BuE&}m}xKny_X-z-{-BnpNuu>DdTU6E$Qn_vnd5r^fk*( zRK27}kQY`VE)f|LV9Dc^BBC?0uxx=fGbT9v?%*H}aDp_7rZR2k{KxQ@Oij;BO1%iL zM7STUqQRP6Qrv|Jn4ae-pr*7c@0SHp%s)_G>p=XCi}d=1(Cz*?ZWR8<*ngGr9&x4_ zCt9h{GL%mLa*PL|t!S&Yjc~`fq?7+dIJjus_xQQBeU-Pzh1S6bDXaAv5clF7q#Sjl zqbh3@P-O~-RT)}oNsz@POo(P^dSR($DO2{N$Cq!H3o)rId}hub&-dGYJ=--u?fJ#V z9}6eeWp2ZtR;C4akrKKNFxt3?y~y=w3Y>8!!L@U~V^w+iT=sn17J1qCieJch;2AuY zkZ)Y4lo|--dShB-HSEoah=xXCh~keeg#yeI7lW3+q~3vPUmL6ZGJqa55nxO0Z`Jrxjq~ zUyYxH7x2Bueda>?>_vUf^idNhgP+ImWPU2h=0&1OtEjfdUh%Lbx1~|u69s+MM-YqBck!6c& z)L?iwJ7gZ@X%TTwfb*?KE2J4TMj$zX9&nXbF^+zWgcj1O1oi2D-dLo#aEefe?@0a2 zyan9|B)+Ia%`*daMnUKkii>tYEh4-dEI>=+qyUB6Oe&2-9637jncG= zW`IK|IEkFdBS#w^bYwk+BtS}QN|bszF^LD7+WOhHe=*Lg_iqn$d!wr;M}cuS(phV& zj&Aki5y{M8X7(_jd)mnl$Up`tnIaM~5YD5N&qA6#?3fvo7D_>fulzt1B!u)2*n|_4 zCIU8R@+mRN?>V{$TiPRtt2V2upluqGDli^ zqWGvmbN1*x#W+#|8_O#*k&shFWZ)xt<(wWo3+w_i24Z@6B-gh8cu7wCc1X@898M;3 zUz;M+^BZszJ)xRXe@Br0X`3=zppr4sHVCkdh;=;PcF0R)mgk^`AZ z8c9U#F!NLjM`n5^GLt=!K_0N6kA195oikB-ne(~IMA9VjVoa35Vd)M~ zEdr5nBTvGz)H1}(ESx~qExR8o3sZy}f|(=9Cz}(~d=Dy2ztX(1|E%mGL-emF8>Z(B z1PZBgK~8tyJBwGrl9PSLWNmAsRpZ5iJOv-Gq9k%N1rb7wFb(EG2%jGSo0JnYi$rxV zu;fT}Vi~SgWG!*_VKY%$Kr;8svf3yovrrSwB7jJen-8H#&JT+g(DX3(Cin3qH>wg- z`>391JlAr0>C=aCimGlOH;~xdu^q z&g`XfW4)h!LdvqND}Su@xaWjTct{En5od^KNg@s{bFjA8;37~)wSKV(vFCotB$h#&D`s_qRFGa3xW3S_O5_4OZ@O6?N zx`a}%HR=**hpea0SE$TC2>l>STE5Kr9VNNn&ae6U7+4|$_y!L#@=DDqJWT0Ii zv;N+v&tznc7?E#CS8LT{^v;EA1)JHJkdRBYTEkP^;hAp9DFsOs+oSqQdeF3taFt9< zwmRROzHz-Ep7+=d-&OioXaD+ee3@eab3ly0v&*Nk#rb|_e}X@LllNh?^AKdmyxaat zOtmcK;kN&2zn|;+@KBzQo)KKA+j!lMH~yO0xt=>dmF`DBM{Rl2dU^eWq>c8S$=do) zOg7rXAv7lPoOa%WMMTQmJ8Ul7r{vWj;;%AxI?kNaG_pQe*O(Jc*Xt^)dJO6*!!l1} z5|+TL?{>L7^JOpmS)fEU;J}`Cw|UQgguKEsrG#Xk?-6-UIuBl!hdE2m8?Z|-tRh)> z%j*wX?wM=y=Pv)ynIk_rA1kj4Hq8JL3uR%dlw4~70xzBf3{Y2TTH1Z5RX(aMJRmvJz1;z_-MK`1}{$noLB@ zN<^996sBYlizfw?KM-s&EK?GOG*w9?nB#+pMgJurNFwG^#M#4+3`@!|z>4rE}+xG3=PIANlu+RjNnha<|md?G9s z0V=+d0S<8k3_L*=8j5;J+JkqUS7N{;ESz)taDXUzxm2oZ zh`W%&+VHkCfw>H{0*ivFe6$O{#C@oTIRVi71&P%D81lHM*5@ zEX(vPJ1vos+#j2abK#{etvlP8)Uz>btL=D;?hGe#lJxWzUOZ`gm{Vs2m!jzyhvyu; zeSQ3NVwZu-Mdf8DHyDVp=u~uG+ZgiPhZI;XWub2EY`8QB={CLp9{8N@c z<8s;4s%U2IflQ7cGtMQH^oz#>RUKs>`A%6E{?+@BA02kpQV0?rn$&5u z#$nkkX8U6yre4=jZNCM4+0GQ499(nMJp1d};> zfdk_ZFy_Bh;rHBYoCT9X}@R6{YWA=q3gKLdE?=docX@!`=iX;+cPMch) zUW7{wpJt^BgRKt|cow5(!CUUIN&Y&^oVCv-QB-SmE{Noq@-fH=C0U3U6i1|=yIQQJ za6rK|=B+r3RMtpxkMW^70ZJx(Of62Ze;lHfB=p|LyO1rV2|*;p2kia4EO{-b8IxjZ zku%KN<=Ji=r7)c;Tqq=N(_dr2BPHGc`bkxi}$!>u?rfEkU&t0l}=b zT;KgxVMIV-OPhX*{G{7Ur^n2skI6bMTpN;Y^d~;T(@lt^F@N9@BfLjAB}z#K62a7I zj>yu@GH_0tu2pj_QOqOb5N6IWkKtjNMnuG=VG%DiRV9l;DgY7Hayxi2Ai$ssDuqa} z=yp5woTb+$O)}2eou*bvaDG&WkQIz%%T5W%?+t6nL6s7m6d9S}t|5jbAOh}4N@B1o zXm2#DXvbxDHt((Yr^VJwetYGgU#rdQ^M#l7m==52x+>%DF-TEVl`rOOIf*Pa6U?Yt zS4jCtTtvRYNvbGnT5tx9dl7Re96;j=)*f?sW|Jp^1yw^PjMF5LC_#;AWJpqxB*MoF zM`4`BSo9-ZT%vGYc&WiMUILmbl-vl)EEGG;hn$opK$$=Qti(`)=#oCtjS}I(Odmur zu|ug96iRYSW1vVR)$jFx$@N~whx zns$yGe5h*O9!6T6qkHa7;rVo8adHOp!9F>iShX;-WRiy=nnxPQGPJB*s==m>+BRWN z+$cvRkT&yv+P=ifx;j6NxB+)f4`0+5<9{TA2vorEqCT!x=KWkW$gM z<@KG!OX*S;>cJ(lqo;Y}d zR`SHXzt6uDGD=E1Lpj!mA$+IIZ@0!OaHk1S&eINwn90?%NGYU*wFGycw>bB`e=n_( zZ0Ewe8O~EvCTW#g=fUpXXD!$|i|TBvgF+~+%(0{cnUsj!0g1fOCq?w0z1QPhZn*vUDQsX48h-**2~l}9$2>f{eATPVP(-k23agom$G)|;f$W_ zkY9YS^ObBMg_8N)nJsv|QE>2L6ydyZ<@DD#yx#U-|1x!xca+!E+ss+V_B0*|k3Z(_ zeT198DjC4v=Tm@-JT zuU(@tK}3Wl)dQ!}DWrdiDHA+q z11B;Qj*R>WsHGz!5R7C>1qkGk2|^VHC@B!>nKNODGeR?oz+h0iV>q3hM(RLev}rPY zm(o&|NtwSA!p8it&^?%i60z6~{w@6)Stl_S2rucE=qdG)(~=tJlD!Q~CJlWRNo8X0 znVlIRB>`GcIL?{#BsK9Gkt{UJ=lHlaWCtuG;0#C92bLY>6p_q_7-Bul&ZX%*kK4RW zIZat3F#{tuzKwYpMW)D7C@s>+4G!Sv^cmp{scq1M`uG*~uS!}o9UuBMPV@I^E3BwiY z%!GWLo->h7*MeHDcejY)v|2yL5h~a|@OCBT{`%$nYh>~`8Ez4WkGn-?Z09p&rul4z zt8iM)6nMQo^->*K^21c{S^JK&A3yxU%j^&=vaOAhHRgWY!&%Fcwdry>`kZr`S*bGX zmPQ#PB4}BacuvG|lxxB>0(5%xuHB@SWFJb?c=|vM5rI-_C6>>6$NQVxZWd-W*Cw>2 z?UWwTvnTVFys^&Ee)v+2m>C5Fd4i0DOd@jI2Tv==381XAEv7W8d8kJSg`tpBh7ey^ z%l&?5Q~?G0aRygf*9yr3u1&mKk1j&QB3g-Ro53+S-on#Ty|hv*mp8HHFAfhglR7vl z2SsVl5j3V|wiG7eWIrt^Rf|YtSex_$K99<}gD3bD{B`TR@^?ab@6A%z(cqC;* z=*{{gRbm3N5EF|KGR(RKMG65R;iMR|XBU0u60`KVIHj6jRfv`z$%VProF5>=C?zWe zaXWToC{>1&18x~9iLbdcJE`MCqrPD2w zB%T6t+H|~VZk|#~C`)GQ{LOMk6?#_baTZdXtEHY1f`d&wd>^; zWR~JYHNlA?tU2ZJe#8*YEUI9pk(7>+oh3N|D8>^ELvn$4$wAtU45FEpQxsr77w#E5&y*y_70o8yQYqD_Sx3?5|vdDmxewaaCl2P@T0&@xY#D?4H98PPA7B?HRsw-Ee6e&_ zm@t-y)MeU~f~ZY2!)H1HEvZC_!*4YnsZnw}?I&?7)Dj{5IPg}POEL^dcILsfXEv%$ zyXH;cN#aF)tGy<_?+~zXda#2`!sybjvnKhJF_*~3BoRWfRGD>hm;?z`4hiGvAm^c< zkp`Q@>U5c;lqiaNE=R7XZqbDJ;5>w*Xq#3@JaR+^g{B3iH4PUgTGSVwlEDC##4@4v z$0_0!Ldmo17#stBaJJxsD$BABcNNQFHP^GXS{G&+)6G+ACDrNRQ!*Avv#Na+e{8wR zNpZOkCRK8o?|R%;D$BxI4j;yCnOb&Y*Op8arsOP?OWKmqXoJ+tD3_s^hxeKyc`a6e zTD4p=7tTs^fC&gea)Qnvql$t{%*t715nUij7)oF&vX-oAWYg&b8S5Ftu&VLdd@nTb z%?bVKJh+@qI%p$Q2ST8-H6p>EFZ-+X`x3J{l~9#!av9v>t$VnULBcU&b{@V2tuc67 z8oAPFJao=H9B0HY+tfwcU|7UDsq{$XY?r~)RL`5UkD#}p6V}i9=gcFg##wTng4Y_Z z^Q!e8zSi>HA_ew^^v2g_Wr_N18BE48Fb=k}#+2;m^KY5H@tiWh79S-Sl6NGO50(ck z*QvqVQ}Ts%Fx_N+B_B?)lZ+1avq?vZOIs5|vTHI}s4gpLy&r4+VJS;#60jL(*ks63 zu3d4i534+i*M8l4mNlMAJoCdMtQ5#GF+m{1^xss z>F+!T%Hw?g<@o$dVQN9uNAj?8bic*@jnDmje&B~1?bm33m93_2JTG>>V(&4O=z_YY zhUE!jt}ErW(qqjlpx%;Ks#2RV{8tx^f}8qLRI*f)kE{J}Iz>*=RL0h5dq}PK9P>{N z$!X3Ljads(3tDFUqw-erJMxw^SSPWB*SdV>`Yy~x*UY;Qt?~rEt2_}I2+2yc5EpPJ zL*hLG#8t}5)R_q1cNz~$%ELPq}x_6lXFPBQmg= z7XOHUbBLfYQ3%aKcyqryE?tKeRxIUwsdrMG8IwvIQbYI{2Ygb7#On4X=1sjyiWVc4 zpsR5=DbA&;R7s?tBaex;ei!Gv*sErS70YI16Yn#xNlRi=c_?)yB`&7i8@3a1vg|Bg z8)*$UgfV%3+?lga@!%BFD$8uYrTp9kmpJP%mTs3ew;zA_dZv;#S2swAnMa9lSuUib|V)X zCag@l)uQ=Q^=GaN$vUGT8;!D*ivdFjSo#=|3FV%i=9^PJ%*c_>E5lNz%`dOqiVUP)X7|m=$vIvEDtP1EuoX`SaR0z zKo}+0^@uPb%ZM2Bd|#FB%T|OW)53IVToymAIF~XxlP%Sfjwu$cX(F>+Y)o=fhA2DB zOdpwBJ+-;^j9BblBc1twKC3=lqC>I474% z5}BSJL?WdGlfhd&Ir9;wRU0#BDA?z?mHSee&0+?DnY2+8ul6CHnUhj#Ns-~<2zvs} zv7K2?zZcn`FHx3q3-Bi5ijV|SQ)*WknqqILg_{ObB89my3BfUy2a`#%dM&1_XK@GQ zR5^u=3pwNC%^KjDnx{sG2e}{%2ua}FdtBTq1s5+@}3o1cEL4*{dJS~EqS4OL@TZ)Fkrd16Emdb03B4!>lGzc?G zC8CKunG(dw%DSw5zeOJmVZrHh)}h~><%fsJ!MkZdRz%?##Y4{eaGvl?Wveubn;1BO z@LH3I5}Cn(kP{|nXeoVC#=7Pw#ySv8UVT#WjNl|ep;Wg_s7TGa3o#GWgBL2I0(FWx zzs~Z|PPcSr zltL4*CSaQc$yjhsmcfzJw_@M>jl6D2JcEx2N(50W+(kwQlJmnWb)=fAO3bO6&~P3zr98M9`7EHCDG&{?MVn;MtmXXRAxl;&Oa(aRjF_pa%d#0|A9l<^ z^cXX|=2(4N2cr{7h)SWDfjp%28y2_bOoC!#<9gZgFU0@omoc7%#}8vTD}p?hX`z2J6)RUge}b31Imsp!QC=Hp(O+%877f z1{{<^;>4f~iY$f?x-w4|y{0i@39R89eZbC0=N}*Ump|IEZ|hTAF6L>LCC2d@ePw@Y zQEW!)u*yS9A{%(^d#T=`5Am#WKO1IqiE_!9OM1# zIyMnFQwB(r!-|iM>8*?<_#5S5yBsu!e%&hVEzTTbJ?LbWOplVzj5Y8sNB|Vc85~J7 zIPs1yN8UHtOa0ZLLGi7{^W?JkNLUmh1s4vJNG)&)30st;m#c(e~-( ziSD}A+cHv|m$p4V(jrIw`Tg%^eN;+4{+^}9<8RnUef{_A^%tAt3Z0ZLG4<5R@R^g}XZ1#2(#rAOd#pOz+lg;-gU(V_0 zK1xlx)Q~nJk{FZABxd2IX4|rAwQQ$w^r#sB!1eEI{6b1u z>D}&|T~)*Ec=IfLDYRZ3+>;9*b4-d>WED9^zGPn3^=ctN0ASV#5G89>t&}}s3HzAS zPF8RxdmIFkQVNOq$9ud;sWR;`#pirioGQ+^!d8~ekdOd8;iM6sndUZC{G%OAk-;4J zIJb~86NwQ;W@biw+(8o{_%HGC&+|zC6oN(|Gt)9a6dy}W!bB7xCJ-4ok}NS3CwOPx z6$evs2l6Aw%S;MDq)vZT5~@!eA06!3!)Hp&5YYpd>aFA!>5FuhR6Pw*)D+Qt-a|aVX8Mh)R{)y5d=4`3%b0m$y zo_rZY$58NXsqd8<=0l8Y#_xm-4O}>tbt)qL7@F^@7j4hR#VODI6%;GWQla7whc{-+xh-_44#}Kh2NJMB6{-Y504Szbg7GM*8i4F#Or@*!l7K z@zHK~(u)$;VGE;h6tjA~fF5pdzJ7ld>21CH@omsI`}sROxQUQ%=QzqzUXT3@`t*F= zXOGBmKW^uy^+^|czu(-ipRY`97$c1AT-fSDf3ok^2jRHmm@S?*dTe-U`8D4v3eN0I zZa{QokqmBgjdOFXOI)U6z-IedF&rhNPuCqps9yxc2_LOV*`u7!y}xxf{(h_uE}dy)14~ zvpy})=j{8vhjM+;*oPye^1?KVhja==#I$rA+(OqFr-vs&Eq`6)mEdWGq7gl-@0<<^ zL`K91(GL_9Ck0~eTvsVJ(@&AfG=%SAzjee+5GaXL3bo|POeTA>80knC+6A$oEp&N1 zhli)Gk(YDg^c0|`Xlk5R3a`A34yn0nId>C1lq=1MJ`uvLO~o<$!iu$f|-koEUKj4nMsuW z^|1Ex96&CH)bUT<%;=xWF$zDQUg3)CbGUJcDjKJ-z{}{Ar<;P>De%oIo> z;(#QoXl43B0m_Of9yOv4d^Y^J>&r2QAXj=;ccQZ-(OiptGnFBB$QjC1NnGYIT1t$V z;grc4AB^urerMP7ZWFbY&C{FITI7;>C{1^E6-Fd|cvqkr zJ|k1K=n}@6YbyCNhsH74XRYalzS4Ss@e?kW`1EL>;TwlsM_lY{Q?GqWcdpfmvJax% z%H?3WJA`VvT;sAPxZPnhp02;*vCX%+Dwc*!V_9CVHs-G|E|Oncd@J#Rq#jT2zpb7n zQvAELe>45J2jwU)Wxkz!*s?~8pdeeq9eO;zZ9G1szWMe#>Zh?byHqd#b^UgT-!Geq ztW$nD+OJNDSYO}ld)G>mK5nz$Tdj3@=uy8)Eeizi!*{ROL!b8)FKpQ?Ta=FVm1?(m zGkdwTRqsO^W|_KBh9BML-N?vMABalfv_Jm>UQpMRYW=p5hep4)*US3G4_<#w zG3hq0eXQqsG+oR=Ps|6@$8qmKK=f?r{A8r%s&a| z#BVG8suiZbKfYCeS&A^0TXI)#We&10-s$IuYh3@O?B9O3eL9wh>wcc~uZ6Ie_u~EG zR6W}1!yhL-ZG)fr_AAqRtH=8~XesT)^{4mGKb^Ph|LyhBByJD3^rw1@SG<$Q-^jD` z>(}z~qQf%Ipkt``_dhQEvyWVKFnxnf^-qW^aZZe*Gwg;tWxwQ`@bsD*7!1AkNTZ& zziqkJ^X{>~*YSP-RoP!=pR;{`QMtVQd%gWmuaECn_hZM+`=O^Su7dG)@!MPZu8wF; zOdH2#tINCm;dcGIc5H56vfK%RkIUnYFK;Q|etmyh z%clsk7pGT|vF6z9_ISS4_jkL#|M3?OuiL*}eO*T9@;9SBJ^fs^m%m+>dy(%S>(TSe zxc*TZe@ZJaz2RCuHH zobshsqR^5_GG6KH{rL~{@ZWY`Cs~ns;izV8v@FYncAvc5JO6&>%d#wzn`YCu|8Sl^ z)vadM?AGcxqdn!X9qZ&jd%cT(qOwBYpoho>bD{DWdLda#Ero;q&^%jwN8Jfo3PEP# zAh}Dq(O5|S2zeot@QY_8hsYXduqw(rxJ_2#!kiQXipX%v0GODWL_S>R{LfDH{_|Iu z`F|tr`F|;WGc#)O1S~j6NLVvK&=ZuT`b>n@WqZ7z11LVTaGUZ=$N4{2f5VVD zuW0{9ANswoeLN6WH;SBk8TD!U`Y(z+El}EfzSTB=yTt0}pBFx$IHm4Q`^w%-N|vhW zFP;AM)`!_|iu_XTR?dCf*WWE`(e0AU^|ZR*c-!j}utN-oVe=l7pUqqmN(c86|)7Apb}9-@d(u>N14wyQli_ z_NVoo;@@a_c)jplVfeY#U;h~kPs^A8kn<0-d0sxR`Uzi7!E0RRyL_v1dx)3u_S3yw ze}4F@+#Z)+wyB*o3zu^Z$p5OX>yIiD*oO_4sRv-2F z67qLv8fjUVTeS<{f15+3{(Ken!@{(V_Hb`4mTz+iwWU50miOB$>lowK+NIl4_0M+y zV&3WDva7s~j-bl&yR|%C)(3>Y-)GP)b+VO~&!4XM+lxnxOe0#JH`y@o)_m8Iufyf_>-Bu!<~@DddiknUEZ%pEg+h~ z%)OhJg3tId->f99D;2S(PC5sle_meaN_QT6T2M(|k*f{8?ti@Sdhn-lc~X(f>+9pW zTO4D}d|En+-<_a#)gj&tW&VQcle-w7SdK&bJGZ(1(D6pwqm{>d$SItg&Q*8Ox9_$C zzVG*Im4~&AadSUg;d9=r?wszSgMQ`oE6r^SeaAdp&Qf~KULqEr+VA-GU%jlE=dFC3 z>l@20&KJ!6q3}!nZ)T+|2Ykv=OW(kjtn3?rw|E(f(R@{g4=1fcMaP^m4;7SBDM^Th z3Xvz2L>2Y8ye4*vlY=>bW^XNTY$qv7{Vw#u&5HA?s~0}$9DW0d5G!gpB0TbRe{mkc z4o)y(QaX8vA42>}oG8F57ILp!@_J7%@t&FP9zka2IXIaqg^mbgMw6A96Q@NMVkyNW zJtEvaor-ELRLk7|NCuxWHv`01P0H{6e~KFC*{4+IEGPlLj}131N>yhPm#g@aemz&=Ip~}?VoAeAQT2RU z+)p5mISDmECvhx9s`>Tr_2?9OVCmP#b9=`Atj8|6XXY@o_dV(4$4a8><)OH<|AFXQ zL-wd%?zEJ~kJ_T}9__;O6X(82dD#9c!a%q6vVh3vpXQwgB>bfL@5)8AkgUX^hH3ZR z1JF6wrzERVSqf#in~#aqyee8PQo@pXSU-JIm2z+Z#VQfVqLE-`Ntn#D2+^_>N@g;1 zo4Yx4Apj8xu!sn2M4snas05y-RnU#*yMnn?f@Lt6kc4!K%#SJ?Gnxbom;tyuG8oXL zM0c8$oDh82qz-r2Qb-z!xR)d(G6T#Ik)#3$vnWdu5&|JT3b+(%!Ih{YIbGbT7W?O@ z^M5K?KUDEw#)|$oN1*@txBc^{5di>9@d3e#jEs+L-Um?cLnh~6K0>%MB7>7AC@DRB z05R=Oaz@@F9jFNhorxWB6_g@?is2vt0Du5VL_t&{C_raWEu?M11WP5>!d0N2lO=2M zdG_#5fRa)|;h>IqAIB+Plu@)~(QYNk&vPI1B^;EKh@t8t!91m^6KqkftF%%UqMrSJ zj5#tOWs#N%nMe3cax7?hHbzxK5f4rXX_2zbd3FyXW#`#{Sazu0Ify(2 zGb830MjoU4(O-WiiHGaP(azH{gF&$^@8>_}K#xq>jEm&(jC8Nk?z7JNxPJN<%X13; zJ@2=2{(XJ>)pGAo?Y!mH#&Ws;>X(~r^66auxVm1>U%JZc-}^YCkJWkssM_M2Avb=sWn|@nfL{h~sn%cn$M$F6GzjvOvG@Q;+`V zeMFQeYBTp{K^~M8LP6X;@587rzwU`K&oG*1ls<$y%jbth`*3(LajjLBn3AW-^Ji6( zt`Q4SEmFB$TpEBpCgAGe$Ptff?{69ET6g_iNWSrZ?`2=BuUYAAs& z=FB632(Boa%)4^VK@m=uJ;(e3nUi|X?O*Ja#hN@@eAN><8|nf8~%EW_hMES_eTlv2dOGu+Qz z9!i2fh_fDW0u_~3=6+&Ep^{J+NkS*8g=M&~z)47xGKi93F;OTq$lY@agQ3D!xQ#hK z-VZP2%b)vG$|dKoL1({IT1z_$(At+OQmdZG0ZgO zV1^*wCVO{>PfOvyFkTUiAWgM!&yqwIBm10_68m}Z%1M&xk>0F>X|dQAoqndWfb3G$W`7(csBEu?PnT(k2~Ha8j~|PmoFqh&Vx*Oq^-c z_OelScS~l~u;}iX!W7|1%U~u>CWnmVNyY47u9WIQ9snbK^s^VyNtrp%bR{lLH5v!{ zN=8DYLMQ};%B0ehn&gCq2bh^bluVwXwa;*#-qq2hgwISY>$c}9!T`^a!?KAmHTRk0 zND3;!1Y(j5iX@Lz_OviZga$NF5(@Y!Tif1Ae0T_hM%bQYPMV@90U?JIQn`w#Ne!XM z_~{>svUM$O5e#$v$pu}GC_l#03B_h_f zv}dDjoG+MjX+*>{eQIYM4CGLlvkzcUe)WZt*a;Mo=8{=lIaVyM0tS^SJW+bB#_Iuk z-f!+68N?--+?{-ap|m@avn+CD(wT&uiVQntFvC0z2`)S+&1TbK6G*459E%x82oaed zMDP>~A09l1Sqz(FTSllArWWcmPgApv=Ag>>IQp2U4q{_AD$RDlC8iLm*Opv8mlUDr z?)xb;mR8qK5}doiCfi?vz7Xz|6PXNCZl0M*Z~zgIIR*QA%))o#P%a~jr9wIC#p8!K zekQj9%b3wElCrQ<6mOAm%=lQ})CAFVQz4h(WPvbs!pD;Rs9BgRNEP8grjszK^b-WI zyC9c@LUkJA=-$+&ki|4~<2;*VA=)c)kpZ_6>@LH|1+4C;2uqadb0Sm4D4i4gPdN`N zLlKTUv6q!qDC3D_3rGTG5w_{)S1yy8%LgJXLO~i1av`O0vQGCfF9tnRPWi#*7cGkr zhYZBX5N0J>)0V2=z;0;(I~1T`O3es_&{PR*ArLyM4W0e1G3C|cRSC*khS_2Bk=G@W=MiJ<;3A6*)i<1vx1u8O z)9igtBx$Q9ip~R^Gyq|53j|JnEX})Rdk3DAKjx`6_^Gkb!=u!J>dvp3uZ)`}$mz@T zh_|tL_Hi4mYrQ^D6+E;YM?qW^Vi!V9SklaFJd@qW6kaCV(G7e=c;7}jrOj*Bbv|F> zc`Gk#O}g#>Puft55Xto91Xx*J-e1r7L(|W~e?|FZm7*?^E!=$TQa*pKzdhwvhmqAW z|D(2sb``J1{}A)mm+#H2p8rEE*TjxW9O}W=J6S9X^7CW39qt)J(mf8PY>Gn!!n_vo zlHT(aLKSZ0L`o2wiJT3=-R=SpIhRJ10&pfG4T+owOLB4q2*Rb3Ff5L7YmZL_mDtmN z&$w$oQ?8WLNC|}znI38BNh|@Q#zYKoWFivD2?+{{_lO`a5+$<`U^z1!O3al=!7WJ= z1Qw8{uE7dYKskv*D4oM67^1=zv}8&+%*lz?@;`gO|4Rq>pUvU_KaTGIirDjCD9`|i zK=5#n@Qg$f2{VJ@Kb7K{p|mkF`OHuTIV^I7kBD!S4hlxeNa7@!nTN!W%BxDS93Gu0 zMYz=T9&ls|kx*162hNB=;4qVn#x;B3Tx3K0{c z10)7(n4)ZeLGIj ztWVUMzLh7lrlAtaw174syZJC1vI&Gzh#$r8czgA?uevsh#p!Bt22ZA^q8GlrEpnZM zt$g#q@cUur7`5eCAIA*+)<8$m8uqRg-(*lni{1rEf9sn z&V}+{AEV6ni~9V3q8|$1o|f}}g1?~<=iTkkSd~9*wOyWOZ6;j)&reHR`$+lkH?1rF z>hR+|{$aj9X>Pnc_JQ8}I9{(?UdwgN)y6M8$0=dmMqgyz$~<}Q_V`RFcsDnkt>z@U zol|EtV>~l+v_BFyDZfBDqBoBZ#^p)W*^h2#Bu3IPdygG-7lluqia>Z&(V+B z7vZ&13vnX%9D1WxE11ltcznb=E#~uFlzbxkB1aMTC`p=m>^HZ$ZB=U-Gu_EkDwn?L z33Eo1GWZ(&DYXC@iQgC5mA)<&1toPeb zS|H_#%Hi~L#BVtNCf0wPiTDdCg%ea<)P;>(y|_0CZ9o|z)R09dv+e_Duz*<7#S=&( zy2}8fMsQGAig0kDvc`qUz?KXLjlq^GLt?e%4);QHkt4_9hx+NWFKdHKPI31D#Rs<~ zxjDn#JhL>E5=lAwoDQb&3DOT5oK7d%Fe$X>>2U-F zif65%Eu-fBMiw%hGQ^WXl&MKHQYvP;=MYsA31FNSv=tU*B_|#q@JAD)rPQ8jJSP#0 zuoALI-lIPkl1NGfK4`c!#;|gEIBldsb!}vEnrJMlhkJS_XOfbjnVFEzB6zJ*7{#W1 z_!^PJ?9l6D6tOXfMG~=;NHQOL!Bh}IB9K;7s2A;xuH-f%Jd+^IOle`Hnl`Ca025}S z!89bb@tBlu!X>rD0Gl*z1me_iKvN0C#1Wh!q~}Ly+nh2asj^5i0z9SiQs5pv#7PV? zK|B%u-VIobAU9alog+&qcTif{W1- zX*n!}A&TiNwq!{UhgTIXOH#28xaD-&PNs^`G)XFg=CH77V=$yjKmcWyGTeIi%gR9s zSMr=^?=zsfY^ykDl8kIYX~4aQdGlbMjHE(_5$QGAJQaYjyN7!s+$We5%t#qsY!YTl zk&p&085Qh&Oge^yHIY`?2tbSxOrfky(BL^~PSy$%K1NUwQ-rgFM=C}OpS*b9`gEcd zNrY2)y)NHJzD9)7B)A8KRw{JH2&NQ*f-s0kmL(ld=Q%B8%>ouUP4YSBaJxS~J|if) zGonOJcfTLTut`Og(1c|vN}fLE>}S?bl*X9h0SEgKk3zJRE2&Be@^mFPtCdlg0-)or%a>j>00UNtKH-HS#<0J%yQ+ zNn&)^SEz{g+*GW&SEL0?Wcr*uOr|cnF*J>v)52UEqI!vOrWY?omL#xu9g~duYL`-G zOdHO^jVp7Ow93xw!^}Ut>En;qYbp1~wcWqwyvUrM8Pb9(A=xyO(mB3w?4f7nIZ-TG zb6H|3w0&!@JF?B_%Q1YBvvJ+ui$}5arv6XMjWOUJ!_y;`JkyDbEQ&}!>7ceDWFDp# zMX@PF*=xkhJn}Z=aDVNSh#%|HxW&y~(mf3r${e|w|}w z4CU%5@x#AFX>nT+r^Zd*zv{P9ZfiD+X-idUtAwGh;et5`X~xF1D3$u7KmS+QvfsWe z;zL%BypTM~ckla8_wyZGoj&jKsh0jcUtQ*GS4ir7*SsdZJAoxBIPGMMX6=}4Gb1OL zt`s2#)vQ`)Bph0xHMwS$RH1EMUn^H6VY<07x#ldKQ`QNhIXx4hAd*@&BBnd1zy%zh zo|)iG^3+ZFbLM+wr#N7rnAPk|Zj_Rt$usO^t`4N0RGB}zuKr=EM5ZRdxdVl=M%2hf zm{iQuW`dJBnV=wIWoD*qfnpH&N57X59x>r=2q_sX33AfRWM%=t0;2rj$bB@;KAu9J z|3B*Yf1ULGCkr?K6E*u6ZBf=5K9PhGx z))dTr*xlDhl#7rssVYGKC-$WF)mo+MJU;3(Ew1Uh0@*b zEFax^CIX<&N=3oN8`{gsFyT_QWYOVz7?~sQSAICtr^@QJFD(;KxqkB_Nu^57P@2Fb zI5TK_=|hGj7zcbfc{lK>J(gj!Htf0YMd4nHlX z^MowWr28;BXBHdBIZTE$VVqtj_L5Xs3TI~ekfi2%&`BCkEX1qS zWKH*gIe&}<h#*Qv%peA_R`o{pQpwS8QzgJSIV_IKJjO(FkwyadaB^mq|1WF* z(j-fkWoKe*?Y+-YRWpCw8#f{{vofntL^s%=G#ZToNBjr;%bZX+B}FJCyV-0(KLAuE zDl;Q8;@<1-W~zG5esJJXMGy}Wim+|q;^yu)GIw>|XRq~rvSw9gQc1q6v7oB%Ug^v< zKt)K&B7`>76G-RW0b@fN0WigpRf-ayqh_jjzFSh%phD$)#yBZqqFIn)h0heEDP_GX zv_@yE@IG9lt31)AqJ*^Pf3{@H2LUNj>jGJ`!}P0M90HHCf`!q7zK z=on-?eB|>8t0h^Z+t%8JEi(%*8MaU8r@p;mq zlD$a?&<)ysgeKTN$eihfQ^GYT)0z2Hb`D?Fp{9v3kMi8i%n$9W5%)17O89uoIbds9 z2GUEiN z_Xm^`rj|BSgQi+VkLXpF2o&BW+c_G{$S@BtjHQM&hiZv4T`#V=*IhxTl}+T~XGW)g}qERjo&VwoA%T z4nrujAXQ4RE$uEf<6ufzvT*UVeI9Faq*Uq@i_i?gJvx)kBI3ZToWfR&l#-RVBc)L< zQmO5-MC+A?vN?~sPl42Sv1J(*E;;k$YG=(c1{f5%4)iL&b}Y-izRWS;Fl*KqDfqaj ze^Yt7dbJ0&D+TFs&WGFEX!Ci~&?RLNx||rHuODhfdDo_@Em9=Ca?E_tKuMja5*2%c zEWKBIoaJT9d2M-rTkfB2e970d16_DYlM^m&_Z-=YR< zUt|XUk1ms$^*(qzY9gaD3j{Lr?}h6msjBY@^LJDhvZ_h|0slTK%}iDqVDrFrw%*sqb50;C(bl%~$S9_j-w|$hk;NwB2>E9IoYk_=2#;cN+$3^Yu9jtG zU40-_~Cl z|E0%G^xHz}`Zu#)qWcz=!Ygs4xu;E5cFf8mr%8su7?>eS8^T8=Xl9X6oU*^ z8qKTVHQWT`bOD0q z@3u^O)q6`WnkYomSydt$@yiA9ec244RY_`9dUb^43}~?jlHtXLXqu@?BEk2bOt|!> z%7{cJlN@!woU99UE$OpHk!XdAJ}y;RE;L0tBFRDq(v1wh+f$RmMw}JxTySWkQ#|E$ zF?P+=AM^THBhCulkn7beMH)v|6xlR6^_yJoKiRZ58#BU4ai@BJcHp-_U!Dn$XCSNb7&B8D*04BZ@%85vdC5}GsNNy)-) zT*6AUX;T>eQkg_k-0om8Qo|*ay0G_ROLT0v;;d}6u6brmqu~62x&wohk~Mj8s*}Ai z=WAIr8-~J+vb0UcE+(#JM1$=ROKFqtGb>r5tOU-)>Aw3J);^K~&91pnatuFqs}_$J ztwBXr%?uIUnk*?p7LnB<=N!VaR*;GeT`j{cSd|$h6Ol_Xxy?k)?BvpI?Yigi@!Hr! z5*3owBr2=ui)kgyLx?dvVSpY;moB*=Q8^8OPZWwEOP7yTcWSaKVJPwGj^WFcIeU_~ zUG6W|AI;#a=4vy}k*B6?C7b9}J?H3=l_53B#!ynCRkq0W!PDT?xwcH7H?4lf_2v4_ zJ$_uPmS&8WSjv!-F}~B5z*+U0H6k7~SJoE&j|r3q#=E1eNt0^&c|V@4ZRM3PFZIa+ zTRYiRBxZzf$%tI$~g;1OgX}$kdq=3Y(D#( zE2^-9#taCeHgkbPzjfS)KrLhEc1teJIY z9S5ILfuzJ*xP*ytLceBcl!7hz9)JelBRRQBCi8?SbqQ&tr8Z7O>ta`_w>+li&MeRU z8Xw=`H=$7xO4mH~h`la+#M06Bk>fapv#Wt8;@mzoTXo!J+(zrEYBFEH|IM*?zyECM zi95BOm^050^R1}Q%>Mk*JuN2N2eFNBpM|0VabQ+R)F!@}))y%)Dr8ObV%FR%(bqFl zbB4&+m&cN4o9d9_E`>_iR4rzR3@orYCnM!ixmcFXn)5utgwwM=Kj^QEQbHsiO6ZLwt^UFubj2U$TqrsgR>wRwer>m%j6z9zR@eU(az;?n{N!Szb^@9I_6%-sacL+kF0~vHVrEpVwY_cPtML zU*->gNd4~m{hG^W{k!|+AN$+Cj=f&(2^>00Ym4?t>vQ2&ev^38+Srt>WZl+@6a+J4 zq$918R;7(A!lzV5{z8hxthv*_6`RZ#Ilb{iZ~bJ~Wt@^C;#{m7m&N_8n!`_JCs`#; z`ouZiTSHrQe?7q0tT*G*OE#J%k>rewOqRN19PqIm zxv)~Q0!1-ogP#p~i=S58gpy2X5H~pB`zf%>jU;CH2pVmx0?N}3?h!9)W&K-A2|cm4 z9uM&6$bOF9OQkQ{cG-X4g?)y3Xx}c7dyX-A+<85%04HGQVdv<6uKVrtH)xmZ#u?{5 zt`7?z+s{9}?ql3O^5GfsP;6D7F~XDZhsYxpP@<54MYn81*vvS_;W+#VX2itpTvwof zD7`MrW8*mT?Y?@I^ETy@;2^6cr`$u4f|wc0Ul6D5f94nD{9RlBu`M5l{&@Aj#pNIE z^4k^l@&1Q6{%~9W>pwmH3$<_lpMO#9*Zj}_ufP4>e>)ET?OThif0SQeLiSoJg;mAm zdCWO(`~2;t{i&}v8NbEyhJM4b=MNX>A1!`4KS>{a89>HbI-jdpDLJ~o*_=aUZw)xl zQmK?Gl_aIx_NhJp6>k3*wPi6bDkf~w!c^5r5eidOb!kmu0Hj6tYp;ghH;VJ|bcsW+tixlKI%0&GvRiV2@+K7B>b(q3P0!sI2J_ zWV8sGa8x3YXF(G^pqV+EXhe<4h|0BMku;RJnN`|2U)%Zt!>Df}C(no@o2WEqu^?iq z5P{w`U$@yVvc%#N`=zB982#&Us`p2gWmPXPo+udB%sfMhMm$tXl15skhkh7)3{%`3gx*@{mcKbe$k zL8~GY38IU2b9Wy{3A?CeUZARi9PKQvmRT}Go6*YStek-@iW4bBv79McN+qcjA`>|( zikey}SVoL_Lyk4k!jtB`jjT&X&58lFRYO>1n37{HqUedJ8q~Ym>}68h*rlRZ_AEwt zWf>uKGp;!?!Y{q`ns>|-oaCisui6VhUcgnErKcr=$Sf#Omeq=yZ0VXdDnJOWN-X6% zWoO=4qsp@m;s86zBs3B4$vOfm$@t~ACJP|+UCop#&9t;!yhSSj$m8b&Q)-yR-|%;ZsBmZ^EneYdS{-N+aoqFD+<70gjS{MrpxB zg9u5lj4IUH*hMrd(H}p!07h=*_Lc=#63>GHYqV$M%1WU(gcfC%LA?h#WDH*o-iamddjXno~S=qJgX!7muPY> zKR@1{P>y;4E)j;Q)Zf6nb;3uWZjt0!N1+lZ%Cj?(kIj9Ln__4#O}y;*zlw<56g zd5)A^tabSp{;W4Mqy)Bn(lL3x6lT>((Yw=e3N6YGwd%S6V z*@oM>yx9*=52iJE{L%VvxO{U+-K*C5gUvsWV#wP!$B#fiq*|RScdJ9^Rmn8tqS)3p zG__S8W85=nE5(}BI=Mzapji;iS|gA<&zD%gWs8{if?K03>LK1E(E=8_SigqpIc6uy ztidAQrA1a)yza>a(vVHQPCpFSMRnjU+7b5LIg3pS!eNB6Wkvd+iJ>%6o(zg<;a!4w zRijjl@W8BspaHFN6ob_F&YR?51tW+|3W!3vR7OCGDhql@J{a=KJ_3zHl0w&%aM46}ploT-j9ZHt`gQFM(C*i2f3II&iYVkh7F<>*z z`Mwo~p_a-&fhBa{$bfJYR+APgkfJ1Qrbe)bteJh^84u%r1c%JC1Y8?G0~V^5J*w>D$N4>ml=HyB_BmN9?n= z`4ltKlK!xaWAPtru;N2p2D%d&Sqx?C^n{nw_Yp^y!^3n&jyb-$^s`osjkwIEz1X<* z(ci}9?Zow4B;F-~sjiI@g_shLH8rcB9UhOy?;B^aU5>wr>u=r`yR2n;0GVd@_6^P6 z_IhfN)z6yezQuNf{2*^4+q`_RWXoeHMAO{4{*+t2ZhN?Vd$;YBf3-6@o@IHs)K)`} zm>6R__Oy8GvBc(3W*M#+>cgdfUO}EKbSrGcVWJ{3x}IzM{*ImyXr&Z0Rb1<+W21@m zj1;h$ih*z<9}bOhFZxm1n;&N!vjkvvK6OE6_{o$)E7rQ#hY_!wQs>zyL8ElnJ{v{Z zB-1DB-WeBZLaOXY_fka@sOjQ;t@XN(7Z0_xoH=rqAc`SGc9&Ij6m~M+D~9Blr69w7 zX7ouFgHs{IG2-aDR4PLu6fKB)4q-_liwvq$G}GtaT1xZM2%}qDbYot3RJ$#iv z$9O1o?Z*-vG3b&&hJq?)$l85sgZBo#dTJET)~UgzU4Fp5r<^4MjI1NrQdFB>GG8+) zmxdMGUE=K0#DC6A>A*6H&=jP}Y=OsrA)jV-kbn(rx63Skt8_^hg8tIC5YiG|0sY~xykRjM?d!2(6u4cOnc?JWwP z4pedu40)fX-%~as>6w`nEgqn$c0+SoGLk}y_LuNULz)CwvH+rr0!mOtc;yUP6ttYt z3K=D(k`37@C16BpU8`b-SEY(7Oppj1%r0_PXjV5Xj~uR!W07LdDlw~#r{swA{tbH6m?9I>8|D)Auf_~B^#Johu2VTMrwJou@Pk91WK!BnL81JN?H^n zJYru3nUFBmW#*`i5$Do}Nk^RJp)4aC6eZ$f9gvx=S%J;d&RHcEVP|TySsrs*BP=6F zA`_Ph1ghk{S`@QjS!M=Q#XE2*y&|N_=$z9Ni3PC4EK+O|!Z#Kx37QlHqj4HTP@^1) z5jmnCNk|1?oqE>7>Ov-R&RL$lxd?Smcw|^rAv4d+A^j;3nLxlIg<9%Ojs_$e%5wTS zf#~VY2eew%+xyRpB}_`zu-5#ZH7m37BtTQ;TF4fWn33lwBQ;f`t!A715G{GnK|>VO z$(UYvimVw?Qm_m}A$}>V`cyR)vT2l5)k3|?uvXToqtc5af^Mu`Ze~KuTO1Uw>lT5T z6LrD4ENqs#h-7BwxiF*z6$ zXS?Y_O79^t_al5xxs1*9HJM;Q5JiGGCDH=-mnMf&-y;xU^IGrY>iwRF}-p4MGUq>Gz5>fb)UJ9RLauX<*e9ezV*^3^hQ+{)JunV z&0KaME9p@Lgc@v;h|{C#-Lm&u-Vc+OIx?=c$T3-yl?({VJeI^;=jCCM%#m*!s5X() zr!!8-&6Y(ZCs^94sF=XrS~JjW*i2M4YPDAN>ckYl5zxtH76Vx8wLCHwsS9h3N{Wk~ z5lfVSRvdytmIVObmS2m0(Mrv!450{4$S_+^=E(>`t@WmAI_JZ_-aGb-k3I`&Zp+@< zu%YMSbT4NetzmXcRdKZz^LlZtEHGm(3{l?d^(~*k#brHb8xyvcRzX{5?k4-6zdn33 zAz6seK431Ul1eUu4T;l+uH<0c?^;{7_2{_Pyu1vm z6qu4xRd^?@f6x}i%$(up^l~wgi(UGSH^`kT;4(z-@&4ks{k*zpDw4=jgE8sHl1oVR zVhChwdP_RTDm#^Kz-iFV}M+PeyRjO`%K1M8*I}6N>y{5d#c~HI? zUK6dVx*Qi7t7^#OQMXHj%1WCY6-m*#J2-6pmEHd=`>#H*RIlqO{xnc zqjH$Ft()ejX8&ff+p|C4&A!Z^rvF>r&x?Kk!}Oc-RkTFN^i3epN1EeH2bm})m>(W`m19FoV|#okLj zY0eha>zp}c^n5=_w9;jQBWS&~WwEdfR6(Ud%%@aUAxu(aM;zc&z)$SMUxs~mZLP3C ziULZZBr|55{c;tQAS;+r6jD_wF`H0I2RRdezek0pA1ss_n8Fl>Qsf=Qhc^R|`Hwr|dTFwlCz?zs@Bx6q2&Q^xZIz=vtJ$+P|CZJ1lL6W%>uqI+vj07_* zf`^JG#HHujIlcN3Z)3!z=t=8a$a2)FW)wSL&Zo~uTvqQmdmC(SeL%Bd`4nTDc@M|y zfV|De6K(x&gY0=5o-!|6y6|fhd@T3JQp*H=RtZ(QuyV#|`+)#zTG?i^cWS^sI zcwO;&!F{dgx6pIk->&U#E|95}@6xKq9^>`)=Ota*+01rv&4cw-`1=}X>YvXTFY8j5 zKy}Box6eQPPWqqyFY>tf*RPNAGk!(+<8uCu@h`uO+wIO951Cl)(M0BmPshBB2Ob;` z=Ay6jai(0imHz!DyPtK>y}LZ+a`*cWa&Js#fw|b#@)~u^@nzOn;)>ePH{zzMqUH2i z`)~Hal1chZQn_}ywE87N$Bf|tAiUzlU3fm9ANDaqL~&jFc8qFRD`Lu9AsIt_NK(*@ z^s>4BF6-;M&Crn^nFzFm$kyYGIS!Vunop~3%{(J=Pa>;kxKtyxq&fRxK-V@kBmF#} zP%9|MC}B$plq6HcD+$VL97>POR=SEcT22JTxogcvPm`pGv}8fw{}M$@34IS^cmjnt zO#z|3s&)1iO>6o%_4+f<-_A1YuVdfp_8>V7lLRW$BO?V#)#W77 z)PZlX9&w9Nf~eccb9O;f73ru&5ozje%H1`mnHs(flr*Jf#;8&YkSy+-FHINAridaFa zq(Ts6Q7B!Fflm8z;-1!TqWq1p=(!HAIs70Vnbp9@HOIjLqn zGc$|E8$r)vlMh(It zm5v$1BaqUhRSK^+7JdmRl^~Tdi-kK&kj88!(<2e|z{-U&;7QVqNs4jpE-V@2 z?TzDH3k_GIz-dxPh7d(z?@Eni(uxRVRL$~UQDi1FOzaYJ2s>*cP{?;kGeJmere@%D zscK5NhEoG^depGUCR)}4Gqq;IBU#eW5cCld2jWmlR$&GOX4XV1nU#9owq0?8^q&3k zeEJ6VZ1?qbTZgWx2AQ+IL>*L>_Vjl7aoFB%+437XQtQ?%Guy1rKBO;&-<uvU%|LR<2Z-gU&Y<2Qb} z!^b>=-&Xr{z|-4OeZ$-C-_~nhN59zRB$-pVi|6Bq zdF--dIrZtJemTxB_lND{XC7G=r6og_JKF(O(WkRMQWv9WmKs$z4v4>C(|vos%pga%KxHA?63H{Nxc;wZy5}7&bLDRO zW|w1mdi6FeREkF)+3tM}@*1Fg^obF{1*6{1x1X@ao%I zkFU3D@N;XoWqaVV?RU+y#oImR8?Q%uIJw^QdiLL*kKb?n(>CtwJY$YiX7*wA^>Xfl zKetN>m*wP#qaOBChpY6@%NgT>smh6NDXU3c^|r|KZSAjRe#g}H?Rgt3AF{5PpO%+? zeztwdW4)huU*aZ|?db)1bn1e2oR>J-rOxfRyqMPg@gj+RnzsjYpY&k=cu1Yb(C6}B zjrsB5!>wh0n6Q@A+fK0ElqmJhRZ>T-#Hww$(&x27@M`g->L zG}`jEY}Chj?{jY|D^03~#F?RQ!)Q+)d(9tOJ5OAX{B^s1wQ)YCe-td0F^11%>C=ZF zF?M0o#^jsewNlRWn&YQ!J3U@gP+Q-*CZ4OT9Y51J5D}DU$KZ}@J^WR_?(NI*_!6D# zxvZ(1#!>?&`786spZ=g<-gv#nRrT1nH-Cyh)t5gCZIOq14Linzv0>)*!glQY`RR54 zc+5BHDPAtU5L0B{BflJYbu-Fh9_{m5CABhiNq^epyJcDSdi8T-4(~oxmWj3Qrmr?{ z#xIZP>z?gAmzqpZ8QE{2IjkR#Jg;xZ^5xtd>(bI@n{Okz$TyFE(Jx=@_$vA~$CtO( zjlD_K@w49JQ+|KB+y3(pWehavi@{^!r!_3 z9PPRaPw}IC{&EJ-N5wL}tDN(rZoevN8gI+GWdAPWQBN>d zzpT6Om(!o*a-SZz*I%Ev<-Fd`@%l9Qt5|t?{`%dgo3yvz-x_Kiv@PSWFrH()q+Rpz zzr6Q9jQ&jjc&ffU?%VP6!{_5wKR%6rGsfEE+vzL;ZL(jQqIs+i0}qZCPB@5}Ez8ZQnZOIR2&i-#sr+x;)(Ei(OuO`%wNtBpv_r z8GmE;komjY$5Xb)%#YeWtyc^AIr-&bwHN(eX1{W|M%r;BZj-mVR`7RRm3CG}vk%k{ zH}{iA$&2ro>lLxSj{eEk%kuiCPd}Ys9=>wjWktd&C-EoC-}C(Q1OGGBhrvf@soc!I zM*BMLe#IsHHRG-=q*Vw46~b$MA(`5|S+r}~bIO+DNT*H6E%R&5H;Z#CT);@9_G;T% zc0xcCD3Wivp6t8nPMnpQXsI1b{*r@+P{?0Y3?fyKUtn2yU(No*-1;AXBqrV=yOj|c z5rB|#mL3&nMIe-Jm=Zh2odV%NJ77oAQKe-PjeaGj)tmZZ12(0VHf4^MuI0%PtKRJ* z?LxE;{mj1oiucsW#_Mmvqx*2-;M-&TxXl)l?=qdH{!|}i2oPHYWuZquSejf3e z)vowE#oe{iF5Q~RPVuRm;-B8<;rP64UF_3wUXNU>KX3EEychQB=@<2_kJb-Ly9Ie3 z{&p6pTJj|CxgS10EZ6UIdAfVd5i`f$?&C7s{@42Y()K@1e9nrex~z`d+gHekdU(wx zRsV|i7cMor`SP25UK9W03wk|8eFy%HWN`dvj3wLe8)J)K!+$sM<9K*D z_|R{E{_X4A(_1lK<>d4EfS12Ro%jB$JQ5o))&FpdcAxjR%kEjr;k|l zXx?HRHMh=d$n#tm|IPFL zJCA=e_<3Aj!Nh#X_1kgTzSQx}Da}%9AAUqFt{?CA@zyS@zFf|ik1+-FwGPw%AfJx= zW%@+=g12YhpK{0%(=ValKE{h=m_i$=^vZw~`&Wq(N$3!}>4MA0r9aBVaX;CYY!cc$ zG;7Vv$CtM7=RcN6UmgwDi?3H*AbG=`Wk4xz)-yKKF9?y7ud%NM2*g`-0e7mMwc*Pt!{*;-f>teK#IToSGc2Aoww8t}g z%C;@fb9aAz`_S8vzK^et8(Tt=(nFt)eCS^vS6$bw!+P>z;=|-a+Ewi{xhwFrd{E!V z_+wus^r>(hbp7~rhSjatt($JIVpdjXR}FJ zMip}@wMjW3sRY^Bp4R8Y6Q~~3{a_`qlx`<&Lu$WceH)#*ez40{&g1QvGZ?Kw7d;!! zE^Zyve6cyZbMd}}DMf^f=5^$a^0KY>O*exSUeiPH>#vX8ZhAfBSlY2^H#Ny!?$7y` zyPs3`wc8UO^vpeeitTlkry?gXMFwg*vJ}$0ckyno2AzmaNK zK1Xj)x9>msem_oE-E4U{(vQ3e?}}ILOFQsBjH5_zmVl2juS%ghD<>@dqPJ^5J1v3< z<*HaK2XH7w@hJTQI>5peXr+g=SeHIeQHnu`m2#DKrCCMRNf$5GM0a03L=?6}RCn<( zNo}*#k;R#udjC{0g?sTu>_kVvC|kx0ppjc7gClgGtX&xLQyYpV{q2{RwYC5KxTw3qRx@%}v>wvOO$UTKs%XJQvPz6Ma z%#1S~O-@dM3D``Qg)Ej+pjub;!I+3KBPd<0i#Er1j4mTB27AoqOnEbT70*zCEIO=@ zqv0Ni+kw@AtVYcYD!FJh$Ragb)tksEatuHAF|r`0_nFn_vY??F&2h7{{5IH@k zzNd^T(0JDL;$F8YBPC|KdnH?`RZR12+v3~i((Uvb2Q9YxQ0SFc`lF6!DI$-GZ)*Qn zvVUFcT!hkk?-zx|;b=MEcNcKPoe1`YOB=nh-XwO-CJ^Y|C4)rOi1A`=9qSc4Ud zLXb(L_DruBtr03ElH*>QB>_cAMN|ON^?n|C!q7FV<~`?Nkj`GrWqFmlnVhO|hMllu zKH%$n%qka^MIAL`hTkTSI%ZEX6&Fsz1yQks8T8!~YR`|lt`()wCuuC{w3Z?sDyXh$ ze6^NTvqtEvkIxyqaR~Bwn{&>pKuytDn)hXrdf%y`D^;76p~T(y!xiapwp=b<3=#YE zgPg;YbGScFlI-C^;<&Ek+R$MyU#Ifsr zSRLH&@%n*VyRP-Hp2`$eGnLLM$Yqggt+*!UjrUiLbFcl}_u<)Py|xQEPP{^`>BsIN z^B()2sO7_hUTwxs7TVR?YH+K2nw@eP1A3mP2{u(`+s`=T=47r5AL`*#zqAjJ^J-sl z>~)x@9>BWB%ot&k7sD*>gLS6fe*Rm5Jw#O=Z<54y#S-27m*0OmKF_+g_OXGAt1ORP zeE8Rp9E1zml}69=%tPh7(&w^g!>U=#6g6lA5>ia<{&dMp7bgeVeEm-JVGPeaqTJD7 zPhpQ?dpGH#O-xlXy$EZ)^RnjM=Fc2ImcIzu`}1Po^srVZ&KKXm=Gb%ID&7RQ<@#SC zuaL!|r)0G#4oC&B#*MXU%A*_`)B8?$dv=z2AETx1B)yVcycBxiSeMERqU-r3;C)-DnK*^0oPrtohs?9GmWUZPntx_W_ro@?ZSIl)4Fr&U!eNj$@sHmBmQJ1w)5TcN&DxFx;$+5q0kwr?) z%of$vtY0uyk%{z)aL7atcIy3p{`?2Ty**w_`@D~u*?Q+hwIRz|@?dOBcdbK8SjRkm zI&X*MwMr>UBB$|Gva4CzbaPehx&pMpHCibc~~{HUYb16e%qG6JeJ#=emUBV?qoDP zto8j8GsoNXdvxWxp{YuWW#&f_1KoI7-sPBjr|ss+E)#85x}0G%As(IGF4Bym6iN5k zN2fkqFQG@rmbE(kSa5H@y7zyyUp`&Ve_i=+H9O`bl)m;i^3C50N;lRC7VJ?wOx`%c zUix6v)_h$LwWHP1=1s%Bs+tqyU`FTTN829Xb>&h} zsu3pAoFd){0aQ&|OOvA@H}7Q)dTrNk3nS?>&-3!3qjaVm^h5S3CqR+)c1mioQ!Sd7 zHATNvTaq_0)!2I@nOPvE>E3wOS(;t3B-$_6pIT7|%P&1H%U(FMst^^fKh7MYjj}}c zEKm}Nb-sG$?y{e4#6oG!%511AHDNi;ht(8Ku&N#rE$61v$s9SSnOxWQxavVRk%eMD zF{Woiq_xYoqFJ#jN|OrBqI<;@=HFic7Lx`PvLruC|J3?lw375cAbudE=JW6`Xjk?} z_p`?5#?j3Ravw*rDgsf2u$Y;ZQ7+c6czC$Tm0$hEBbH@#^9)3yvMLKzEC@)d`=vE2 zDHoMZxG_|dY${xVMjDY7cj4JvzU4Awh)HWILZzyxKr-Ae#Wtd5CDXHViqukxh;V^y zQ)bCv+hQ)po678+nUmpFXI~w5Uj|6)+Nm}`2h?oqZJnZ_~A0q9Xt+;4H;7Lj(%4u z1x3oGi?P_<>paIi2Vslpco^67w3x8$T^=M?aW?mJn{^8rN@^g&LxQd9fS+Ryj|pbC zS|u-%>#!+E%vnAG_6rEE^Cunm9@#{w5NXs6KtkBQ3?JPZRR_~6H!W*r*_}TXBJ!%DrC$QW z=Of@XLxs8-Dj3NKt9D{?44%m6q)C!<1ja?`w*Sd!z4`vY3EsWyhayYMa4{AtE@`1ltEpcCVf6#YFXqs zIqO{e<35+HGtQ`>V!l@p)pB{b-)_`P^l=KLt>_q-bX2mjX;TMj9TW$}n04}SXd*p$ zEq1Km8D8A)?9#3h;cxdZF?_X^*9SJyMF4o&9GcBkR%(^46-X1*rEtwcW^?~p3`lrl zY8UcOym>vuv65?R)t9~M-piWQ_Avi$H*C6gbn{7|>r|X$@B1RU7)5xG`#A6SWt~eC z|JZzg)MJUC?&4{~YT@Tx+s}1o%${A7n7Btxt?Pja3|0#Gj?nKaTesKtW#PwGk2Umo z8@h;XErt4YTeFsG^9$zvbJ#;Y{A#uj*Eq(Q#~jetzGxFY;@DsRu)lmpwW3KJX(8Kg zSTXOXpYD*k*0{1Y(F>s^)1Hv@ zuXF#GmG`!+Bfd$b#}~%g+7)`e%feRk_N9(x)wQ!R0cj0V;g9)N@fQBGj~i&ceZS~4 z@B#6~q!csa#m`sK-VMm$(?ixga}Ylzd%*~ojmjZ=Oa=7>Cp2#Zn6L*e@Qi;$iOVj3TFl* z#S@W*8&e>L>_sNt2XTlFaAu6cL9%2Pj?{D2#l(SWFzFsXqP#P*Ub9cR{gOPynh;Ae{m~>zqwxvr9;g%;|%AkY5pRITyBW z(j3iaohZ}Qn$?^*U8ucvqfUDfg$OB&S5^XSrt6x2x}7s#H2zh3KWYc9E0 zR^iX*zxhA5WdTusN-M66YO}5vd)nlu;xyf$--SP&ryja&&z$Xx)K6Nc>b$H%sP=Vh z`C{8?h`cT%*3*2gdM=DliEq7L5;LTCZ5qtC*EMVUxzC$kxo%G`8so%j%!_9j$c((- zTZFphaeqoch^xtLxZPwpN%I;X_3hJ``>tR2$eb~^t`VW(>WG&&bvdO{n>P-TU1A!mSzy_4FLCS8 zpiVKY>sYe3yZ@~UCDVC75+~Ni+Yu93 z!A-M-t_vHYq(W!(dy=#X&~e>k+v8R2l3CO5fuo6*jkKetQz5N`aF1*SO>GGEIfi6i zL|RciIzrc;nYe88+RjZwQ-nDEJU{z9NHyt6t1-j9Ni=Oy;WWoKq*H96Y&x368!los zBPUZ#kU7r1FB{8p3YwPW{T#>4)|akVM9c6Q!SF)UG|)7yTovK|cKTk8mf>E_(OMKl zi>B979TkVqP*+=9->fU<4Y`*eg|&&@4Y~?jjQd{WzP2fW@Zm;NLrBJCv8ezoFKtVj znyw5vCW2jKs|wDq1m4Hx6hNWPMCEbr4cv!hJjnW#8F9RJnW0OGiMFbmaR*N2JjQf; zhS3_WX?h@1GEg}BFiokm;;bk}C}8C3m-6uB?js3VI?*aXUq}dZiR130QoOBcIf^zV zh`ZrL>OA{dyrfQ9@$T95S%`oK_Q(}IbGSGvArh5YHYOEn8NI4eh#HvzN?X+j1wwQc zMX|CXGs}AK)=k!VcpIacX!&s*m;T+r7${Z>GMN+UC0L#ck5XB9MGp18XxsW8xwkm# zOhePs$T9q+MDY$ewI(u0G{oBg`w0??(ALHR`a*P=st@B~AOV#vw8@Js)eJpqx zl2wh0Cfy2wdda+HdV#Q3v{V-B-OeEzqEcKZtn^~-spl(@%y`F-SR;z27`IFVSk$H_ zv5325F&)fn@uhfl`KILX#EK`&d)28ByaVo_BPvI!mJktf4p)qA!6J;vae`(dKFUQ+ zwxy=drt6fL=_8rqB^ipC+RH{1L%O1MpAqRZ-k7Iuzn`%?Zjc1msO_ZO`sJcO&YUsM z-~l+5YHj7i;n@vQq`M4`T?XS?H;2q3dk|e zsH0yD)^eWbcvCbYdSBXVqvk%(q@VoJFnB?xIz4@otBy-3zsFJCQBe0zO4JWQs0X|=vq$*ffE7#438tL)k) zcx2V-mQ`Gvc_*GPEa*kgKel&Z?|4r@0gu&a z{kUM#=OzZ}sO5AXXPpnXrKUiP3#ErJ*Kg|juz-5|y^XKH^cA|c1#92cu0IF2ZNO!%9vkm)gz95a>3a)S>|cy&+so0Uan8lpIbh_?`jPyA$f&~@jy1| zmgUEOxsb>le}L}6XO@?q(jqK|CV2%L>?yT75NEHH2B|%yy|wuxqb~i|#PT)n)y@ZD zj5C^|HCS7?WcvNMN!~M3xQJ@fWO;-&$7BxesTb8;>Y(x}l#25>|Cad&;rG3sW*zCD zn7;vjGQ3JcwBE^2Rpls1Ce9KsR=(>_08DzBE`!#j7N#MKHOVlPSH35N`3oSiLyW5F z9W;@R+=MGAA_TJWS|XVgPrx(Ilu;O3i}L+;fG~r|6eU!%-T}-(0l{QS5vafKA^&@| zUj0uLgexlxneon!DU=s7YvQb&6(JdtC0Q(hY?uYhv?x^Z{k4_3iB(yYR7xR$Dw*Js zDOsn~099)S4tj|tTA4joeL>xf-(?;VH{`1I4fS3oJ}t_@H{d2%ssL3$s=q6+G9ikX z(W-hP<#ZOL71 z*ZBqeA6MF#dh+A-^2z((?xEwnx{hmpzh1wrjW>!RVKH1F5;Qx@o-Sic^ab31ao#rk`^eF{|TzbYlXl&9)X6MyIO zz4X+GLN+NuA=9KntTIX%l?4|S5zDY%nMYYisvSL3thc^Z+ZhchVj74#1z9of0+4r(G!&Q&p@(jt|SUwj3hDQ;qAkj^}xfByBa{Pt0j2#(6g^xiwFWn1>&!qS}b2 zc;F?xYlY;mc9yY&NI$q0(sx(;VhI&SflpUUgEU$W+t>5 z9J5xJ&dYsxIdwK8%g`=8yrjLb9E#X_E^Q_%ompa+WDkOxBp5kejz?44>MttX=z>p%HQ(BPz!jGtRbj z(Xhax9GDe~Xy&NIn1dM2Y8k)LMJRuC+zU)R!Fnxw+)$XNyXYxahIc7^*|M6oaD)$2 zv1W}Zgj;;Y9us=Bl)3cYDPE_2JA`O5bxL-}0YMqrca;a7&QX>1a$Y@!DW6m=K zn3`y%A*T;wZ&IC)0nKCg6V67G7ABE_QWBv|&?}w67E}RDVWJJBCR(5n$2gA)BI z`ZyfwRm@qD^)59QYkkSo>5{URS+-10Z)qNprHGU)1cj+UgyTT022(>9Ej%x7Ht+iS zR`=kkEg4bw@{Z_)^G2MCiKt9Xh}O!QE2*T``&KO>?h!7rzz8XvDOySul?tM=pRyZ|m+rl+QUUBZ#JvAs&$0~0?Kq;f$$WhhOlC+v*<6Sz~ps9Z8HQmqz|OZ0sm^Bmy{n1JuqD;8-2 z@V$toEWF>5*m^uvZi0gyO%2(5^c5HKrPu&9vc@r_M6xQ8rVvGl>{V$( zKq4~$nkiw>Ch!s}s)ChPS*Q@i%meE05Mzq40*pYG|Cmg%G&Yk}AWpesd0Q}vXb@m{ zltR@SF2^#;Se_{ABnK>H1`=B6&;_zU7NMl0f)|%KMbLN#YPxdQen@}3?`?*J2&yvY zJQzhqJhvtdcbTVZ>#eo0bWH2pwDpK7)4NZnS661c5hWUBl~wN;r^Pc{9D7h*wlnOD z?}+)>(YICZ51MY#fY$rBVogl`L3F8Qt-6MM zZ5_B}&ZGOdQdT~U4^Ada+H$Gh?&sWRUu;vkSKh~blY-WmbGWFQ`%o@dYme@7zf~M{ z?c3vZotR21M$YmK;X<{Mj{cZ2k@M1)Qn}AU3A<$N8GB*4BQs4AF^_Y9B6dFxja&dY zGa_R540F$z=P}Q{$33OeldYOJ1?gfU2DaqPtnfQ&T_l{-jc`@82+6VZ#%f;eWfUUM z@rH4%3-P#ex#m^RHY=ya5DP_TQ^r|7!iVH6(#62Gzj0`pX=?~?=d1Rrw*2(aOf;se z8rL;u<`IUDxBGJU-qyS3+nDS5x^!6|Y{PZ(9l_?z6fd1_lo87@&!}VTus)&3nOVM! zSf=-pk;tXlYR_^hqqPhfL6Bt#C^}0y-1XKL=~t5wdggJcmg&gD}&iY#UrDk8-uRH&V&3o@7ev{$eZ)24bX?y1G+-bb^!#xtwlAQHArrkXCxhLN}*v$G7{BOz2Ft0_C`Dxc(zy#4G&>+7XG zRc-gM_3fwI;UTSk{B~t{einbRQ{ZCq(DX#}5Kpe4Q*Qm^c0X*4u@GxP?r-%5$)A0@ zT(*a{TA4|B$Ti95*oHaAb4L+l3va$lvBzb{+12xZpSjc(i7gMAbY|T}p zn(#_U`5E^=uY5Ih5kK`ahcx@J&_}#kLXsht72(dD#BA$Q?|fqjsU*Ngv>Cgw87iyZ zAstjJ=Cov`U}l0LXIR#v*$@xXE~XD9TZTyiilze23RG4_BBFFc2Q-+CsCu9LkgzJr zV#Yf%k|IDBDR?JU{lljB-(zC^rwmD%$jYh;Fp*jGipa=3DubDlWeI{*0f{IPRFP#! z3i3S;EwY7MrDe37%Bm`<#4*nI3Q^XykNw_5$x~OilhDc?4 zCF&g_dz|58eQ2IO-RJZ zi=;C(wsx+J_4S8ubGfyy?f!JI{*``RwO^p$*2dZfrj`D+Q@pj=eyW-0^F^PYrqlN$ z7s+LTsn%bzO6rd~+kCx_QxLBBH&6HfvggMXU1eC_edaylz{}Iqx0^1Vjp_3^$L($< z-TKj98K24L=vo&=ypHoI%d8(VR1Re7$B`J{la@zlXZ(cgs~4T#r-4>@*rn2T_k(wvOpi^W$Ps}&*kfkR`c4O zx=C+mcXMT^R0%ZKmF?a4I>sv7&GcBgNg?BZ8sn=RYde1vYrkJw>gzK8oIj4xN9NXv zBk4*PNV>SlptXjT9Ef{J&TA7v=4b^AS`gAeEn!&ZEEM(HK5lvy;grlg3xn#~hE8OJ zk5iS<&AFs)ZN1|B3BnLfidZ9E3M*9MiY$8ObRVPVcV2*m)X5m0F&v&!II0BJ z`_k9S`~B^9ex*n=^O=>B2#9Kvv-Utf%v9Bpg;_JJM1~2pu4h3dodERAB~m>qkJ^6Y zqbfSA8h4T1c*1?o?`SBQ#kZ^)p*os}T02a7Wht;Z^(>CDTEBbF@H16FZM~xzlIJ}` zNL7aMol7rX3MbXIU?NG=-kRx(xH$LW87Uz%%_Da|T%%u`oh%zC4v!rYSk#+OMF#Rb z(DrRn@va^u%*giuGc=`{G^G?gD?Il%&7O%gbhj0ZIQ_P=2$bO6ZUY#hEV&!}I3TT7 zJ(X!o*K53ep$epu<(QC3DWzo%Fu->dFd|3cm;I!!D>!o$CZtiRo-sUiST5Rnde)3Y zfJ{RvXlM=9wIT;K3#aB<23cA!F$0O!hJ;T{hjFGe53N#Bk+rW}THa5RYNp*FBGL_u zupjj zKkygxH*muh1`cB>IQvRG-*cm(NLAMo#AHE6grG=CRjpJJl0L{ET(=_XPLA}Pl*4ltuy*ZQwQ!B8 zf<~B5)3Qf9nKFTx7VfH5O0$T^fmm8mDx^)g(o7mB-;YWYDHRF|LPYQko>6Yusxl~r zIknKjwC425#@eV>7wv(Vkq!Yz0VUVL3l-iL+~AS~St3(guaUAi!Y1)_NtbAXmZ>(F zq9iks70pUZUh5bmkH_fyDbDMSy|G_BF-OZ@04inBTC}$F_{MlrzLIW4WN?pzDVa*f zwEd`!mhIM-tM}cHP8OHx9nopzkmrlrFr0HIQ=R?3+pMv@c}(Yi@g zn!EQIvv)|!LJF5L-I$>*#rxRX!fhoaQ*bK#BH6sQqN6WoV1ERh30@GJq<)l6qo>Sc zAaK!T+n7OyO2}bTkgXQcJY5IcjN$I^IJ^*~uuIHy@3Otun6tn%yM;yM>9?v$88-c@ zlr3L6%^u8xtApOp{P}Ja9|M`JSFTGR{q#;T7zS&cnW)T4DL&jn8r90GDPPX-BO;a2 zDtHMNvoX&{{9MAvIqsZc$w?93GxmM-;knjP3ymeAGo!PCZfknCA>mq!N>mxWQh7XG z{QGO%AHqczDk`NeP)QU8C_N$oWoqfmJjKTV&4Xq!$Xw-^v)qj|&R(V04{6}6tq==r z_3`%YJ2j+mQKqs?E#k?DcK*zdZ|Cs~>MnXs`{FNOW_g<9W5=)g{DRs%VEtGvwzwKN zN};OYw@H!NoH%udaILi{34(}5KlK=8oo1?>;KL&nFT|3318L3;5t<3>h$)_ANhn3u z5o=5)VbP0nn`kk`j{hh8IcQjYEx9wEIM?*?iGE-{IMOU;A6#h(OP}LTnM?~!3-@V4 zTa~q`tks56+|rwmBXc0nz+2YOgN9=@UQ8CoQaA`9SqcfA)9Gs|59diVmE+V32`-t0 z2+9n0W40K{!lWz&WvPS|mh!%JK_D_GF$r-BTRIix47gKx`gG3-W@V*Y$xGl$xdL!9 z;e^2Kt4G4YtQ7x#j1cj6$8TkJ* z0cVl}iS#53n;xD4AMDAI5+DGCAW9)Jq!XC&F2_+YIU$geG14t8F(U&Gn>gbv!bBFs ztuYes4{Si6ST$`UDao2%l|F-O#RtbkTFAZNAm2PR^I|q)E}4ZR647Mks)oamM6hu4 ztR-DrKzt%(N#_Jndge?aU6kro7CRq5?qgRU1c(xV^q7PEJu_&;tff>fRk-ZKBPm9= z`w=fcqTi)CgD%TYe1A;uBYfn{2xZZ2BWU5u6j}~u3nP`qiY!0<1K-gfJH@?3H?%?* z=jG+)Us-$(C99S(JIH&j^%ei~8lrv1c$+k=h-q+%m*;X{mi$48cK>{qqn9(dJk_&h z{5j*Si$H&7T!FuIfADhMw~9sdWoSSzt5uzzb^Q09e**r^k;%6rH%47jc>lpxLLAMA zk-m(P4|@FkRW7$HTRCzVb^Zjm(V?p&}mLUBh%O@7px&A+5Y`oHS& zujgBP-2cOP@Li6{k^a?RcNC55MXY8}Pd88@CMv8e*A3#7(IQ)-zl zo>WGfr6S7_m{buZ;+jfKI;Yu~g|=l)ssJ*lO-f%Bwcst2nTgRdG#xqJ$CPCu1ZL*k zGZH?v6qPdg*T_%jadS-3S5ow7bN=qBKJ8%gA*B)X^n^zWW$!71;3}&MNBZz-ehf~3 zu3C$n?lnN&&SBXhOArwYzfT0j>$`zV|z z6PO(0gm6Q~^fbvm{65~5OcGCUka7zts_R-mkW1vZCTcPX?X`bQF)ooHBT7b+P-A*9 zBZ-ngVV1`rlH#25ImMuw*~5lgq$g(sGx^4o;8XCBI>{T3GQ(45Unf{_(tJ`;`#bmHil?1huV4bQ&oq=)sgyB|h=nU#4&%=es6guOW=TYXecjEr{}$CM+(bJO7Sq~;PRTVM1rVgt~1W!WRuan z@V(0VTaAIbMZxI=k1L!S9nBZW5!kr z!~?UmMWvc$90x=swIEh01$6R+@X5lKDix`ZbB_jE+vK^9d4(((krrr11!SRU=R?Do zykk0pifWRuSXteVVI$CuY-^XB)M{w}5xRI**6T&6=5g>owOk)pnJSC3B<40wn%2AI zC_p2khB>EudVmesI_tbopXM})KWrprWZu=O07-57LN{>9<-!cs>ZVx8DT$ALq z{Tt2l>&Ij33(Zdv_Zoj%(&-@I?;|_!GktcrP$Th+2ZcOd;*u#PU>(-U2Jadnn0r(> z5zo?w=3|cab#5ws3r)Triqehjkapq%d=e!R0VH|4j~M6hGIt_r#{q<|i>UawSGQO` zI9uLYll9*&B5VcXt`(>h9yo;4St=T zq#q61QG}UN)GM%MVUm_CBwW~4sV>?nK$B}1xZ_~NLegS|EZxBr%0-klCgD}^ZI*vb z`f|pfgzrsnGtKSCj3;~ENH3xnrV5|rEF?-111L}fgV+-ku-J zDxqmfF-%5!rwoxGC>fvq%+uqe+vSkP;QJ$R-6P(jz*ahikwUlJ|l@rx>gDT z!im!9J-f>ZP!JI(zt6z`U->uue{=q&zBQuhm;7U$hP?7{e zaAZ31lr)B0-qRnHcg~0mvvb&e`rDje)><+PCP=xK0;VJ%e#HXe55yew>Z2C@1IwNK z8!X|2Xv`3$)*6V+db|IvNI6E@z4M%iZf0Yo@>8P+PWhM$l|E<$H(9h6!(V?)a>q3nm9}wDen2dorBs%wF%oVr8oPExoy5cxd z5K9?ECzz=ytuYgEnpx3BVzd6Jl2s1m_np7+k2gIzKdpAz{62K1f=e_7&m1mNv^WH1 zoxGH>v!hb7CNxg#GuN^%+g^@o?8y?W6FIzgd1C#FZo@ISI+GIYJ=Q+XNMctqMb%V* z`kwpnB+{9RK}foxr_8g=SH7Z2@U(UQXxtno6ja(H$A~ZsozMYtg|1XDg7L<4j&#f&si1B0;?hVNa}RqsBoIjvLXqwUW8}MvPl+_nzJirDvIX}N^#z5J zgp4ehqHz>*DM`e;D|1{KLV8a%N@0^Jgfz-Ch;5Y_QjTaW>`ajvk>p8|Im5eLu9QTE zuuMxNi!zI32ZTTZwtVl*$mDb%>n_)$uDx9^Avs6Sw__>syZ=~5mv6t6mtXPNxdun! zD(dIp!WFUrGu@_-{W12lpe~6vI*o_cNw@XBtv?u-<6W-{P=J#Y=16!^>jV(E1T!&G zvo5WkBC2)Kk4YAMR8erHtS|mdc}kt72p5h?)2ESbR4hQm#5^ZupCnkRem`zP50)Ny z1J5E0)3xZWYf`_6t?Vx%Z=i$XbB?Do4O&}c7N2|g2qGquX`bQWN!C3BE+mB!9n<7T z)lX8J#VeADOXPmGPaxA7LIRKm*3b)d&ohQaPAd^m;l`yc^~1=&z%6JXz!sFm9V~L_ zsHs7iGsUX@ecvCmx-!9;1}VTKnLMVKHmxNFjdMr{k!r0XtaLYXw*yoqtpS^}n%rOB zIM(n3gj6+>px-r+r8eFW&_g^HQYfqw^S4z@Vz7i@v4bb}ia& zCBkABRBf+2{kTs)rDa)2ju_&jwq+$m-=j7yk`pH6g~N(CyD`pRYfEUG+V^;!Q<#Tt z#0Prso_gJyXtNlO>4+tcTB`G~IfzJ$GWoE_7%B`XGQx)^&r-z;&&jMyt>LkorAv~^ z;E=Y=pyP4I{f))8m5?O0SZOxHb%Dvz4LB51J6%EF>?;mQmRDpamIc6(>AsZ+ggw0IUmit4C?3Q z$B&k|Re|CWIiyHaW&Q2-KVOY|X>(;~+I=cRx23;j3h5$T2$tb9W}3Slf7R`SZVMra z5vSz|N}l{136(0!GWTINlS6BL6mzP4S-jTnR%%=>yy(&&6hktSnHic$LL!5=m0XYg zfo_-QO2py&tv>(d`bOoWj+^6OW%-5LPJQF4_Vuw*fO!-^r($SNego;KjT^%JOrJD& zo<p7{ARL(K9VasVEfaDr%B}I>1K+_6YiFly+)kxyVvg)c(QjVsOJ>Ui`0L<|nR1k-?rM;Eg4a3tqogq2lZw zq=mLR$C=GG+D3fy`Bo~IWkOC*OR83`!w(V-g4R;&W!_^>nMzs0=oEX2*^#Tn(Z+I# z^YFigZJYlO7XkFYggi*EeT)&Uv`?YyAXK(+f#KRNPUwk<0Eefa{g|gyt!`&6vsR@v zHr-+)d>pi7dH_3_c-v6H@aQts8!2EY7H6b%1 zEZj3PlOrUF!!rp82hAiS6fJ=M-TVChGrH$=IwB6r10YJk4j*sbUebSdFrXf;DI|@U z0;A8SbZ~hV*}AEmBx-oh2ELKXSNGk{;N`RfSpqzAnQXz<4b?_|%fe_gN7 z%ThZ+XsGKFDWErgr|&unQL&`s2*k|d9~oI{sU@wCZe5FLEp*6xjxN(#K!h>-&tI>`EK??_-qRv^S7Ke*FWdzLDz^BZG}Sm^rJ&%B_aJ2j*qhc9~uUizdC>G zkK=rK8vo%9bX6_ju(R7Bs@vrz<=mV~&{E0`1mEw#yq4{6n?HTuF2~c^u8->v7TB** zzH6~%k-q1P@mFJW|GL7&^D+PQ+tgnEQSfPbY|^FEIX=$+xBq#y4_Aw8J}Hysa?anJ z{tf=m{l05j%7Q>9Q7OV4$DdgnvZ<4Dk(1^a@XW1PDPFV6xJ<;}_n`Aew^uKv#L`@u zh69bU0TJW3F_=+2$p@|5({`kRwR_o-% zAZD1%?qe>O`r-0%4#$rSOC&20)@6WCoUe%)WV0KTYTXj-NzR0-;Nc9EY;f}<9#fvS zatSXpvetNFfGm{Gqe&%IHfdg$c-@b;X_@p!-IAGf5!$FQDe0B#$MN>R)a?rAm=Wm& zAkxObi5vg}!R}sCg|*d+rS)#-bWUJ$o>rUQ^zs%jFEOWS(M=uWn5Rx}dc}``0F
4GU4K|ThVCyN0| z!Ag~h2&vjBNvJSgER4B}2q7bRn2)ooqgJ3?0yM`Qm*17E5Kg|QoX^~cqHFsW{SQ8E zT7+10EK+1)*5H0}ynhaa-l69VVyf|prCO)sad;~%q%^P<>mxy&03aX)(jwfMpDuN@ z{b8pS`#IZ zqLp-sF(NzQ6l>yUNd;z>c<9SF*?t)%qbR0i2^QMp-aYF zgg`VUjKUbQl)6dXa{P^01rn^Jz~2vkMDcOT+Nr?#arW}|{hs%e0Q|>qrF zX9Pi|=@%jiic_Xx$i81*$Mc!oOPRCCl;Q(!$pn^&OGYCuA!5z?2cr+ZuH(AD-ICW! zMww1t6H4S+U^RK#*W_NpWOgZ1Kb@yBG@G2YSc8)-0zT|`NACTZX zE0yJQ)qfy-2^7Fl|Fy!Z&uU(yGEvr!OI4#at48J7%Y12gB*r7hg+=LqKjV_ipHsii z*^Qs?b>hl9y-?d(kqlWsczxPQe>%DZB0J@y#9KvBZX-WG^e1v)yyn^Ai{bMjKil&A z%a4EINg4GKV$7K%=j*yy&eyfDxK-W@nI)o?z24WNV>-(QzRl5uHig)6j*pLZ#)rqe z?nX0ms+`-}Z?w+K+}9qQAE|s679|8}F$bwo&DWRDHn-DcKK1^omGi0G*E+r@zCT~T z*Q3#SeOTS69^cTv?(EinC-zZZV(sVjH=xivSXaDs9ruVN2LQ!g*J<(Z0cR7Z;oQ=UFZDA zivp2Hi7J^%0JC|-B_}1jvMr!U$ew+0_Tr##Ctb)t))U_XvasOf4 zPgSHLs!N%hzfr#JWapW^)pXf+`VPA5dFT6}(EA_0aQ%5&xzl4VsZpNZj-T(pUEAhc zJr=)3T)*8va3RBD?ChWH`51o&fBh7nd&W!a1%G_G-So04`R4w?<+)=y&N?4_d0f}4 z`S$Ha-t6MbN54MxOY0vmUN4OspR;(1)?H{U%SqMt?qQ?l8Ta{mx2~stxXi8hS8x(P z#gHo4isa$<%Rk@#^maMk^3ygyJm2K$b5t6$&OaU>{#c%U)o}W!W)S}KUq0;rbUEiL zkL%Bm_QwaF2Lt%J#$PBdRzKX^hw*ed>r=)bu5@k3FXte56<-_L8lCNKm=7(#wpBh< zTF=>Em!s=GJ1z5f|NKQh{n##lEx}2DkSop1YkQ%-KX*B2^m*#T@*Ds7&b{Zga?Y2J zuji*I<+=DXrMLO=;ce&n^6JY(Pd_#4X5VH0g6r?+KYZ5nk5>=Fe|juW{N?{fPyZ*X z(O&-ViEpFcV-4^H$5R_)i9cgg;1{-2=!t8a<#Ae!{Ufd0DE~vQ|E*C!#{Z&vU)xj0 zQvCC@andWU(<|;aL#SN!w1w8f3i6|d*L{?SwVl6ResB7bwx4+U$z?O*)TElPOGH^n zwnUHoX8B_#rF_W?_k5dF>hgscGOa>@*TB~cAzsfm3iXJ-Up8dk_qwCZ6rPdEjUax! z-f*7FS7k1Fld)bU=k-+ZplJgmK1#ijK zi3!1B5?w<|Fj7D@Am9+1OuPFR1ZPkrEOQV|OKEjK7Rl3{Zn}>HGR9h6rR|%p64z9wC`i*a`Mj!r%3zQ2DF6J!*~^CQ=U2iDz2PG3 z_EV1YSiT<{wEQyzuNsGUwi-UjB@vzDvrnTxEJ02ag=hG ze*5_Y?CX9UJ|@rI-rjV|MV{E=6VG`3Ps+DDz4fzRkAIr;Z+%@aZ~kllPdk3$5{EtF z_;#JsC+5q`{o}{^@kw6kdCq0~`WU}RymWnfe!P8t`Hj85l=4`vT-Ri`W!R_JU-LXc zWi=ng(Z>2;->!6FtVfUg9AGb2%&vRW?Z5w67p1p*xsNJ%P}`Re?RWiI-_9k9*7Be+ zieFa4`uckL-Iw#*57rxf{HGAU#kY0r?lSh5JpXr><>%o2m?m=4@t6GNwfy=o>*(ab zZ1ZL3{g-F$)UBNHmbB-SxbSav&5@V4Pyh5VB4##Yv+qB?8AYt+zO}lwd`rDI#qR6h z>{I>T{%OOjkR?&Rg z>aDgX@roTJ@kFNk*Eqft$HB`3U%dRs$MP!Y{4%&r9F@oO)l+yUo1dL<$eYz3l{`W- zF0CB(|J)At$19f6u6UboFGA(^(OwskP6YHDnX29kxx~}b{>8cN<;x2TidXt!`(e}D za=7hH^mD0~e(?PcDzSXb+-GX1#g|XHeU7@Fgh@_Ia0_ru?}W3|Ab~lSq~r0bDx}hl zESH|#{hS)3*|~N+$H5b|ytg}8{|_O>`~7O;!_zvN@Amz|1N~FUr5LRbZ{1IeqiDHY z5S|ILL62AMkACRC$dd9qa4Yg!>npXG%8%P?hAjaN8@8vAP@50B|J1EL zYJT62uk!c>Ezj=Pqy3Ke_U%Q^8u8rc>Y=3oa;nt;MIf9KOe*^B{s>HGPj=*(o{&%| zG3`~tJ3J`BP)1pTa^w&&h*B#_K*=3GGm?Z-(vt*g?o63%3;>K|L;x9Zn!ytSWfXcB z!UF(E3GNo>MSe=Yqa0KE$Yi|})u3Q|CYmIP%90)kv%v1TCBo11NIzptPAAPJ;nRpY z!}@p-N>C$7%c*&#V2&!f2{Yq7efPt_o(M?}O3wFwljLN}K$s^nt&%wmAW9!f9~B8Y z2r#6>gNCuYkrA{BYYh$O40c}#Z$F>mRHmRidgLqR>j380Wl39n3GlSc5uzknSb~|; z-F@~M8jwR zM1koUZU2`IwgDsSoy6!`v9;~{+759Noc6yj)rp(8r#|jz4@ zz1Vl{A@_CGq)cXD1{~Du1xqcxuS`{P0-BMPOHG`wZ{L5s_N7rF%Wn_+Wy-AEKVP^1 z?mYiA?C@jHw_RpsXVyvw9%~7eOO$O7|M5Cl?=p`0{lhhaWB8bP5b>4vQfyfXKcIas zTvz;o?5E`%f#0UQ8a*QfAcj&& zxWzkNJA$1OLf|A&A^=YTC4(|ElP&zcmL-GeeQpMlAdq(kQoi^5iqs2JDM1~^D+63sEf zcjR#EYQJQbclxJ=gv;*Hy%aj&sjX68oj^*B;pbaBe=Ip#B4wE@eda-pz908nP&)Ib90fHJrF@yc({QJM72#c;&i1 z6Bn^ZpPuULHmmt^9_Oz`uM1Ur{YKfhxQfN`<8NidH0tNW>RF^xM!@DAciwp_*b7vm zuQEI1^ytUm&_364!C1%XJ&vu+lHXrTX}XebF*qVH(;{~d+Fs_odfvi5kNJm#{(v?* z>6iRsdDZ}<0XnyyH(6*UVq?i8_Bi)C?}h%4QJy1zb-a=O zl*>N&uQ)O#v#MkP>$GmcOx2Jms#1awF)5<}1^Au(WYplN3`0L6#Jl!~fX74y8yT?x z00~2I5S&2ED#Andgrv5tlt*VxqHi40=#`V)-Sa>S;H4C)S(yljy9f2Yi$nn@QA=(N ztqI0Sic%yp4;zPb$sr&@cuvtQr6yn*W|lK%SeHKuo6uP$DwRo_8+=!n2SGF){Gg-~ zgk+`}9l#K_3q(>Wb@J4@_Bd27%xgrtC#xuHPy&tF3$e~9#{n|+BQa4|O-BU3xA!O5 zLM@2SDo_w+ra=~nz{8hhpctuI@zE<&nI!Ix-9~UsPd|ql1wuTCn!EWsK$MvDvT{LW zr$~>W1VO=+T#ckVm6Z5<0izpPNS>L-(c-o!(0#<+|O7a@xD!m_}qNvV6GR zA1=(Kp$vpO`eRI=K!uB?0ojokw3G$z(GS=J$$8q8xQKvLvgJ3zr#!8R5JX z5SPeEOlB~v1^Ym0SCI$j$my9Sqfi1grPoHJ1|H7FYiqplx;>eVOd^^>5^w=!2)t;} z>6`%%Nh%tt5&|c}AY`(`ayrzVBN+N3DNThar{p<#ShLZJPeHn~Ns;;U;i+-^z~4F zlkppmM2TbZm$r^;-C+l<}b( z;0AQzAYiR2n14xfO20Lw&H2 z784QCWEw$+SX4+k`B&P)yj>% z&9l+@7pfmvDGDX8RzCS!X8rK=_&$AlS^)3fIcE^jL>+?zg=k|j)>>Hh``zuu=O@u8 zxBiyj15ve3JmFB3tETCXH}p=+lb2hbT`E&&6!vqBeeiAFHlj$6itUPAxoYYXr)NwY zLcM_>c_A8~@==oit6#R+td)O|h-Lof^HJqd<&w<98s#o5O)8n zA{bGE-NO*82rE4ih{&0Pbs#cxWP;(2VbLSNX`m)apc3iK8RSBgARsb55|RTTWKRT$ ziIhC3h;WaNIen&wCrv1EA(3PouY-aB0>mTI4;TihVvF-7 zoK=^S&oOBB@0S0W?5Cs|?3qFt$USg3dN2{tDIQ{{L}~;l8pisx?)MU2oF>I9Ctb8m z+qlglduHMKCAcQ-5p42Y`Tu3}Vc|*wHwJsq1pKgTFf>nE0J<8P1t!%tMcbzT`W z!p9_=#!@A(;Ww@)xgkrKjqysjmtqOv_}ApC&;`sH%?TkKywd)cX;O6Mb?yBi@kM1G zuY7#hU|nxqFGO;@y;i?p!X9RgpE*}bW`0%V7D1ioRw)*c3)TdUIDTM+)Oy|Gc*E#J z^zQrRZJ_$RHa;IVyH5)O6>IRwsFdvo3>V!rmtpgnmrdFr`&57Y77;c^)L9mhSQwYc z>p8yafN%}HWC#ZlTesKzt=%pzx$lpm?f0d8nfW^PA>$?M&n<+%{VVxBZvR;6y3GF) zqL*zk9|}{EoRid~`g;55i*_1w?3$g4&1E+(h-FpOYx*W^%-!Qudf4q*FV8~P$Z7}m zcwYu!x6h+BuRS40{9;s5{xR{vUj7>EUqtdszX!fJe`Ps}=r;32?4hn})LKggiAC+t_a{){G8zl<4`Z2m;8+AUZeC_;V z^!waC)E4F5i`ayNgBHu2&fo~jx!muvNRL27hPB8iW}bK*ujyZ8K3SZBr2IV28Ra#3 zVNhTKIpNHi86-0KhoaQDw49O;-~_c=Zn){(Ge|?Wf#~7cXx+*avnhI*#H z4fW|;Ur>~0nn#?$$T<5xHVe|2iL=ubg4QG-#FfMaltpyO$T7y8DGV=~B0-55LevD| z1e;raG2Y!@;v8(7@+Z#bo_k?sR!+0wbA}`e1*3delZERltot|tDp*LHZg+~9c$MDS z9wL>hltogCyEFTu%H&}k`C#=0B|Ia<>5?u0RgFc@hm92Xh5PU>u4DwJw9ug~Rp~U3 z5imdom$7QYjBV0&JinHHb4h!3FMlL9(XM zOm<>RhBDZ@mmsDZVDm6?(jaj#9MdJikYuG+K$#Mjmf;g=NueZCmsk=`m{jEn zAoADr0U_ao>56O-6F}yk-Z`ep>iHg{Rb>n^U+tEL#}$ z5rvl|F+12sLO28va3N_>h*Iq@(>!|*Fai?9Oz(TC-Y{+%=u5ORm&70qjOunCJ_y6K zdX>oPlS>X^E!u*B{$oy$`5=V5%<0UzW`>=Ohp0}l(VvBbDJoDYEA53tbtEryrYb=& zrWun9PVSAYi7rxjatH}2O{X55KjBX@2iZW%+Ku8P<@HkJ|LMxQS{js>qDZnneGFWShf!t_NU4yz&(~ut)rzw)A;`@rnT51!e_BOd zOvF-H1?FzXV0GsV5G5zxA8Z11;}3g2GNKCALKbtx8OfLOOdmczv^SpxvlCV-@|Zgh zTVNbkv80s3)2*MAo~SCx@N&NQoy{I;#UhghB$V*zF(YegL5s_?P$t7IErv+xBo?3~ z0gF;(vZNAI5(g#zn=yaD?kO(ZL%s+3z=N zi?R!~%SN@%UAEUJmgZm!i~bgQGFxlP8Sat9MvgQANiqkK*rE&<3#uuVlVi@aU+O2< zoCxJsw|b6qj1hs&hc0TOncm)+!|BPE^GCgZH~o1^ZSofN^3byF2U0R-o(C~lQ2Eqw z@^JlT;bSPBL+-~xi`vV1Mt5fu)y>h4VPkUF>T?!gT~;qaq#%v47c~PVZecC* zQq)}Z$NZZf(Jsrj-s=9CvyYpUd@?F~l?s|S)%ZFAjZ?XI5g+7C_mJ4L7 zA>|OmO1EcRUgq=R54Rsb`h4a1MD%;hPwGzg5JSz;n!B`N>-0y}?Xun|weM~_h%Mx` z>W)zMg~&4>&XlBvqIe%L)J(a?@7Iwsa}GlqcUz8 z8l+Va)D7ZMDHdcU7(k$ioQxCHEvCLREz%Pb9?aw<%$hNhl9@nGL_jhT2{BC|63&Dq zB@%)P7W1C8Bk%A#BMFrQ1cHPoB}ImsAgKi4iB=r>9`wx!WP;d;FfudVMc2qQz<`tB zc&BS;BI(^-72rfNmxOS>d#w_j=@AiZgU+5~q6be&CPvNFbFP$7ki$So36Ke6Mp{;i zP$cIW^Cj#%{7(LbbOwb7!;<12_TqEr@{?otbSAXY2=09!$8PeP@kz_4Qcj=WIc8}; z8$P>z6TU+?k$2zSF&v0;Dc9W}Okif7Lr7D2&hgk^HD&6IKIeYVb0;6Nb=AfE5!Pql z=RjR5)YCi)yS>vJ`bvq!aAIQ|-fgj633S z8jMC0EVTqLaS)9j^D7>9Y5%n8(@TFi#`Ub$;?Pu)k=$#~jK^Bk32 zZ@fN#IcTQ6k(jiFprI?3kBf)b&Bdp@Ew?GH5YO04tEDnA*qL02n8}!#rvDTH#<7ID z{jFfCtU=dv2dL=s`sObYQ(adpPoYATZarszx_v=>3Fe@$$kF8ECQI_Y z_n)1`{GbxZ$T%0I&Hel9eqEpTvxn`i=x{&IQR)`4RhGiqd5of5e-`(6d4yV&MgmoV zsaccRD2uqkV%P{_Vo9M0gL_H%IDqRITL@|s#M#hlt3V`a!bkw}gh9gaUswLp#>x)B z9D_&})wkkv9TsZikrFxC4?Dw#VHLlN4A}?*^8Za&Ji12|v&7EUN1J z8Fmn65~pgQl(gzS!znEtoT^+Lo;(4B5Nm<7ND1c*3Cbi?HRLQps60F2{TU#X`IT6- z-U{?_?s@dW10x_{X8t?UiUS%{vP!ogB+t9BGjouttAdrl zRx;BhUDH_W^pH#f2j0Q9 z@-*^dlq5+BCS(i?I1ROF{9BTpMv73Ca&EOd#o06$a$|Gv z#j@F^S%ORxG^QTBWYh;e$|>s-h0|O^TG7dLo`V+k2w3t7ArL3Cr$xIe2|y8%K`dD% zSEc&HR5&@N&{QDV0UrtJ9oRWLm=q={;ycgdwX8&k6H1sL-~| zrm+gDbRhO&KF%gRbWV)jRt%4$Pk|)@$Vr$Pv-E{S$w3S@m`1i~lF^$ra*(%YZ)I^FT`=&lDliKxZMjz*t45K_A zAJ0|G)ge;xhh?dwRF0SBx#B7_XH+@5h5A}GRJr@?6bDIi!Xx|H$J@)xr`zXlIQt%U zNY!#;OSNcPtLee=n=9jzyryyy`{|so=}JA*X{O2OrsUxYVQ2_g42rPD%=7%VJjEau zza*y3ud0yprQ3(%uf)JGiYQg7$UvMqE*KFiB4xRjD&_;k%k=_#c#I4wvIa2c%xP{G zw;QMWJjeXu_FXA7mh?8a=c1INQ8OKrK~jlCPnb=2n+8ZV@^l5S=Z9s?y=Wv{gIh#K zC6^^X!4)h}QZXPw&y45HnFwMNHe^qnpp&QrJwq4;1dxRvj1^n}O0vLA%y(BYL72t; zc=xwt5OD<*q)E&%L1*$E)QL#4P!ItW$%)7aGV)9&fH^aA5+YFmrObRM1yGLp?r3b?5Wf>NHVgV|#J^IUgeMjWK0NvyoK6}i%gp2xHxWQ5+!KqZ9jBR{=U@Mptt_`M z>r&N4(1k!m+DFQn%yGU19m2mB%Jfd{stLlqP?$X^3rnf1KF1fgUxWUPD2sg5<->XW z*FOG?{2+KZjKVkxG}3d-8HI?rq((-5s&}Wc+5^k0FESMZ6g*QjPA^cNxC)z1-jAJg>|j)2%#W?&-BQB8`lP8_|?_o)|s$({2l->b>D? z`oZS;?hyWWsF`_8f-CRrM~srbQvG9KWH8NZ@?T4??patwn=_CS_s2T-$MCL~ye`q` z*iR+jN+tHw<|OkA_obz#aVgpmpaK=9y5 zAixw*znzjneapBF`9k#)_2ryzl!{;^3#34lA|+Zuoj>|%%$HL15@!k)@l5*~RrHhj zRsB}@Ogc{dVmv;;G7}-NEdoB2atf>YFCcE(LaWV)X+FBmgBm4MR^>oVu0)6cphY4F z!T^wpqB1BfB~~Q{%wtAaP`s}!m6?NuwWw0K6DMV2jQW{4L%841(=6BKB3*H7YfeE@ zsV%UYTL#ziu5o}_GwT#OSW{PStG*r*Q7A?0$<4Va0yLe}D9NMLMM9?=BA8*7Oqp21 z#lVv&5XnYRbz@)>4}fQ2MlbxVYac)i5tP$8e66?%@0=uDNN0o%gHLTLDoGXI(|`^YWNnAl!GqZ-QyC7o6oW+8q^m`z90a1U z9E6yx8M&iQZUkPk)9jcwd`uV+B+RNzTp}zJGqF!7-8oo>W;(~@q)5|Fz{51BL3JTf z(HG_@CDY*spP?Q_NK?W|Jee>EhkL|mER_qx`kXT(iRJ`5)0h?|*F{=SR}Gy`VzQj#0e6}xHCCCG7E?~~oFmTM(a#EA>;g}l=)|n+^raC5 zq*$N?jLEP#$WU-rc`8`z^7~T5v%3f7=ENRn$C37fz)2Ej@S!XWkXn0d@Nh*$A^r`~{mq9RZ(Y zgR4Hb_GI)XfRJ{Jbc{yeNHTy56-&H>NdR?xCPm=F1d3}XH0phY5ou_5m zfREdDO{?9Fwexjd@|tuczILTPQ-&1k5_`QAsdd_Q#v+uYy?|;Xr?Am2x??&icon8F z9FNz`GNQ! z#QDB>mG>qqhRq;KN`M3rNR5z$yY-0lV5SlR0)xtX{!KE(J$)i9$s*mu>+CX5OoIpe zOi1|5aOFw)cb_y6cz@ejQbs|tkHlA_-y*&zAo-yX9KFYwwn!9FBdLXMMhoc(ml5HU zBU+RzH*WLC0r_$CZhVCZkh&ZFc3}WlvodU_yqD4oTk?$g50Xrt$`;m>lUTUQGBh-p zMue(AA=L2;$axyT6{~3Fbjm&QyW1P$%T|g;iOE84cJ`SOO1CnCw2T=$`$OYo4@J>h zT3t@38J)$#cJEE}IhR|hYdW93Q>3Powz44!DRsy>_x$lavjjAFO{T^n=_A5H_30n9{l<01_}iTSiR{~gXW5oh z_sL9aWnw;z9tJUB9uvwWVkDiF5N%p9(zXf>VVA`w_Fo4j<+wi8_30D7{g?je_3|;d zCF$D~KQ7n8m+4Eg5r>xN<>JsVov$z7j7^)Wr%akBcAtoNifve@W>ogb34-t@yl}k4 z>^8ZF4M}B|WF_vLO?R8W_%ZGLe`w5e5SEW)UB+2JQEM03o8L~q93jsTisYDN#O&;6 z!PrFfeo%juOXETltT++ku4%8ad*Tr?BBo?GaY#Jh^zpVAElXXF`I@B5_MBK6t;~hw zW0fQHuL=a7qx>paSZECu_S&}qOOirq5 z=7)$_hrKf^vpQ?0W(JJ`2m-vDC*ZRWFL=ibvIp$xuByzP`?OX>xVxFDs)+o&h~x`6 z9B^}YRgwSyzAEE(Lh-0p+UItG)bA8K?aPt3q6!2N0t||D57kTk#KZPS5`WgyAINe( zzWH%9pX4P+tQ19Z&WVx3C-T7Ld30%G=Gf<^q?M>2bI*=N>-B0{ivG~#~hAQK7%j8XV1p_)Z_%_j6Mzo3!RvSA(D#B5I#am zE9o6El}IQ96e!EuG6I06RCmr`2UH{|15~(}iYtRMWBT4uC`Gu4l?VqMOqo$hh^Im* zuOM>E;9$03b@3^E&>oN?r5c?2lu7OqDJ)*SBM8s{1v9gNVF+etowd-?o)f%nl>n_> z+OR4#x#g_qP>>&`2tz1DvZ$1u4)TX4j88>Wi!c)>d(C22X4IE#|FjF68vnPAc2mOL3jM3l_T>Z~e}oGF|Tg?b1LWzS4+O_i0C(j}-0 zCtD_aNkkT~rV2oV-NT7iZcGMYQ_4(95jOW2xbD)1D$`+B;?m|Wh19mlg{Xmw@N{7h zkSb~8j$<5K0k;p_t%S#$@kyY7k}8bS5B3SJFq-5{NCm5qQ9U(O(0f-Dj>s6otQ^Ft z!ZxLlrWlbrWpX-uO0rEOb|PY=Dv{OX{D_yYr7pa>kFgzrNrh`M3=lyrLWvW?i}4c% z74r}w13%BrTaVkU1p_ z*trT9#cTtWoT`?B&B7gf%hGI>l*c|)MVbO4B#J-|OZYs@WN%Gsq2v*y31ea+BkTEA zb}3UswX=DJPBC{qizyW$0(m%lFO#$@HBKj2v2p^g%#8xXg=m*rk|iXXAm^}sN+?~= zY|aUQpo=s042Un|P_pn04^3qVJA||0X`kD{LXuR;B;Ds)7LNzfDr&WyLZ=^(jKj!T zm%$(gN*TP+gan8nJ*#@;Xylv-t9<@6gfdGlg1!|?#T?!z0+himMOcjyNwEL_NGep0 zK8(0%GiCH(LIC=h&>^!SdCutwW-x_=Lxh-_IMZVWix9}^U297CK6jd>t{1VI&}@$V zQC0h*ysoRRqn{q1KGk3UItW29Puhli#Kl-SNk!Mint9R~iYYQx20vB-6FFqM9VAFj zX1iXEdgo)4JYvR}9us6|Zl|1M=+G*u;y@9uR-fZdEmR0na!O{&P|7kWSV^pyHWnnO zTkrFoZvRA?roGe{rfO;g9`1IQb&0+K(}*Yt1Y6q_6Bl9D(n<_YTe{ceQU=$aduCE52dY{#Wmh)am7+)?$<3X8oYaHp^22TVHDAp~*dNSCeSLK* zJ5?Kz`H_**=SmnpsaQzFNMp9N ze%|eJ;MwEqm)`!cFR1+&n{O*_$^Sg+vy{&%dxn_11?0ibJlmks zr4)@KK}0gkSFTOww9y-y9HnbN>|LIJXfklTmq9{3`jEaa4XGhg6BIKuB919=*nlmb zB*+OT5@K*sHSxZS6pL`;WQA1lC2|$tm+d8j5CP*_f~|DE?y zZAI3E!YrjYmx`fO0Ui^|5KY1{BUx^QP}W4I50Dqt4=Dws5k79B9trRirl1gZ=1DRL z1H_y`WFITTgixd?l0V#+$@2}Ok_uf&TS@~p5*1e@XHHHqIWr3ZK$c(*QT?Dz5{MxT zPA2_uAtex+t`VB45+jp7qHD?|%tQn-$3_9l6rYrX7@!fDPGi!TJfPulsHE^D7ao#~ z{Fp{tfl6os4KI)h`RnumIgunSGbN*kJv<%Mh-%W9PIFh4BXRfnI(z68@rBs5*s^{_ zeY#I(=!HKq;ISWaU&|MzFP0TNgurqV>(Ki>dbMywVI)hC3>THkcn2I*3F}C>PnXl_ z@|VmjqbL=nm3dE|%v-7M(Q8{Ja`ax(6CTM$Tkbm{k|?p0xw4g7fThgsRZF#`Viba$ zIr{zQ7af(ju^ATbh<-24Xj*JuMqOz#y-x}@gFe4qV6WHf;Ih3R(~Hl_EnckkPxpI^ zI*BOxWUC#x2gm#O|GHexO)uC+O!;6iQVWg9oK=d|i~B~Zij+FG^~`g1T7r?*z|7qw zbcPqbP5SpqgnApUM}8vu0pEYsR)j$S z5h)lDf@$i>PoNxf92!TvLTKo31;2)|5GY(*N$JPFiB{s)tC+U)+Q?u&sl{T3AkJu| z=3=%qgKFS}^RXR-Yr&a_C^nU?$U+%&&Jtr?+eq1c4(7@#N|~W@JapFmwY!Awv1s<2hYR2aKt&~!9ow~4?mx$SO!U8%!jB-k1JUEd=$!alY z1}TF$SR{x=gt-wE!3h%OmWbGs8{!&5&hIFP=wee42iZ_eK-&xhY0kS5Gke6*;XFb} zp_xSUg(#R)h?-JJCii3+Yblc`Ktvc(cHLt8mq+Cp$%AS-`V7Ex;3_=)BC719yL;S=zI1^+kmAJAH zguHX6Fr@-QLqZAz!2NUu0ud4^oy&N(M*in3^mGV5Y~CKa=X3I|bg3TIFd2`4cHe-wz5Sw#e{QicE;Bt@kPb76-ni?V8aJ$leTr- zPsJu-%VQ+6k`?9%ky0myXR0vC*_sK`Gzz_sEBinAf(b-DJgAcjxl#9sSwsy*LIp?IUY1-8kdWH526uXB%f@F zG3T7zg=$5DSt+OF5X?fo5WSzCiWCf=kIsmNbg^PZw_O`}37!qP#^fX#JSh*IdPqW( zuc|7w%#;yFBP0_{RbSDHqfN3}7D=+1FdhoY*|U;wfd==CVEUiL>S* zF=0|THAgVB$r%EeWD7FPJZ1#b6sQbSJ=NvP4LQp=emD2iS;A)|AcDFCQUicv?`2`l zDbf9Ktk3oQysW3!`<^j&tm*iPHHOeVa--3ZY4v z@^U|S2PWHjc`x-z>yt0?m~-2M=VLAoTyw5P#pVXU|M)<@D+4*LQDB#=5i%2%>7}YuJHr zMqga+sRMFO+L^Yht%VS0x<^tPN2WlR(-H}7#jK4n9S{=IDy8f?Q>Y9`_wb2@N?F_K zDem9YLp394AA24NSw<~)p`NZqo32H8QK4hr?%UVvIy8a-mf8KF-c=k*^72Z1Y=8Y^ zq0j$vqH($ZANLXO=Ve`5T`F@WUr8=nKb5SUE8`;L7s&_ZcNeGNPJHYa7PZ2lqZC@J z^Z0&jkK-Me91J-Q{w9!m!MySe(nA}@Z%|OdJ`$9UY0qByuPn# zDNOG}{&4c^GS)&qNayLmxmR!3a(-c*OB_3z%VR8ypI=7)m*+g6Im@TDCFh&OzS1d2J!H=7t3LnF zg&&|Ex%u3&9mVIlO1G=Y*`s9?Nm{iS`jRq?jRIPN5HXlxAHcfz1EnQ=_8DN;!nw|I zI?1a7prKrZE6^$#(E=KvDJsO%gQgS7AkN%>l>uoaT3m!%g%;APCNgO5NwOKLA52ftA##G6@jsFKOQf{WLwnFDfrV z7})3Wkh-&qN@ZRm-o~Rp-si<8>o>am3i%^iUy|dR{-J?~DLX=!Ai^F<&{)F@KI8nJJX+J?0>oN8x$6ALMgM z7sfIAm^12f{rtMpC59cr)$VP5we{1%dRbal>cq_4R5j)C*tY)b=?a_{@ymjzKy&mp zaCxVn&MI0%7iaQJ%rQJ%B>1=L|5x*05Bh%=;bwpA_WeCym(fC&83k0Wh>*I_fS%qo2OnHTZSj5@op{gr8~^qqPd`XY|2=Ns%XZf5Y5y|%qdc|{ zkrbLvDDuci^0n;O%efYR|9*>|)+MwQVzGAkzFB-STo^*EBt7tYYd;7rz-cmvg;3*SFbHa~(El^}^uZq(V|FIum z&~CNztT%#`%B!q@?c7(z1bwDoyWu9D_0FJsAE5(k76qaGwb?%Vg0A02kCp^ zJG(SqRDUk(k5w%qGSj4Fra@KJd~g}dB|BdZdpHv1r`rB)uRr8aF_bHZ=kI+hCd+a? zdPps7BI$%~>Z`8U(}LJ|hWD-Sx5GvwmV8HD{z+;?4j&76^7`sMwzt-DE6Spj9?Yyu z)m6!?@2eo#T~tX~IREM`C zFe-ENJm8X&?duFElE-#62cd!r2i7WnuLr_qoj=caNtubDoFd&KFf)C%_w_uvg4qI$ZL zzo&a38Biq?M|ci8Qw2F#LQ9}HNv4CsoCy3ehb;j?G9?hfgb0a{Bu-#BIMiyIa%2Di zahh-ut|mrDheYrYrOaSm#8wN5zDTN;_;OjT7^aTK`P^ zH16)(ChNP6y85a0q}YL(%p#Ya$QjgXIe(V+hk=WS5`k(wiuk#q1nHC#ZQiq249B*d7JzXZ( zsOP<|emc|T+7&%^w1iz`yPfXG2?zM}ikENe=f@A9gua5x8e^IFiZNy%!f0mr=@@rg zcWrgzd2Ror;H->=ie=3`>`9Mx8ES4yg=ViHzU!N}p@Ynk~^1{jygy7{jy&9d@ZOTYnUta8D z9gn#EjN|R8Db3^9w^ph$3%CxcNz~`eXyK*7K~jYYv^;m#1+tdOCMXQa_iq z&8KtzaV%qzQk>aYwDh9mRP2ZA+xk<8lXKnea>&y}i432IR@7xCdhaBpsu5+*Ci55T zU#tD-!B1?T;&80A&0g_&&_@e4*y-O6HGQ5|>Mv9&bCReO=2-uIC5k?E4Cr{`Nk8 z#h0|@|K^GD{lCA^!`JrP^B?8(ul2W99uKKz%c;hKejIX})tEo$@w&9q#My3Iw=(wS zE*HO!dU~2Ou>B$%D?ahdkk8-Gr+NNMi)SW|C+NjXyduB7FMAn(jJb~YgYLWJ$i=s( z>$meK%KsPH54HUXJaYW~D*ic*e&4US6k=#Qs17l13>!XP|AfCScj)mO`8(q!G^gG? ze;lX(OW5ifTzQ|za<06_sJjKHH%%_H)1R^YC&mx$_;TJ~5-*vWGRYpK z8{vld#`!yPubhe@zE>KJkCN}=--Juz^DIBcdXCkz>?T>sgi-ij^i~N%=SiP7T@KUI zzkYO~NK48YdUB!3Ue-%;16AYIxMpgiKC z9RE4%KR?dLcmMzL{r4Z|^7zxgp9Dhx&T|>zWvgcq)+Ru zt#N&hmEU=|5RX~h3Ywxy!eale=(S$Z+HY$+^z+)U3mHGpv3)u1uYup+pR25w(_??o z{?|XO_wuhl%O6}`PW1iQY&`wnH+e4p^DM_P=G^B*%vODQLMcq0H(U6qMnTPVoa@gV z+g)EO7y0xrF^;Ei|DSdK{#ag!KdnE#zr6io{BMv~p--he%hGUpj`i!W@%eUrCbS>6 z^$T65RLuN?Q$JmA{=V0qP2P{b?O42Cwi4!H|N6H4%iGK8ezJWoHrFfjyPS^Z-`nw) zu|a$ltTMLP`TPFmeY0=!_WN@C5AnZK?0D?=&wnoMi}s~NU7ATDD_9lZ+n4k6A3*K4 z4WLl8pvzc3#hB~%E`R^8pKh#@D9(bqn)e;@vD`WPAO&+D?b z%h=$@!tqJ*^*6gjw(P@lTkI|TZ)3hmX`lBZH1rgzUOFxPWbtJ3vT%!mu^-t-AyFzZ zy8F$Yd!v4`BRf6z%VRFvR{hw17>;fdmxUIMIp%(7@aew(&vNOAo9?HE=gi}tBih%~ zsqT2a`L`VrII~<7V1GaD52DzNe7V;0rHoP@?`L}L{8iTAhZKoWv zaD5^xK0Ajumitrpb>YjWtYyy*g5r#R(#N?@J(VSZ_p#HmU^#!=N4s2j;-c-U#W0w6 ztq19wY*)&&)Gxd~(<)xZq@63B$}jQwZ!~|amj<)gx0((i>V0`B^;CUIf9Uj*i+Ob} zUmtdg(ipsJygy67Y9`hpvQBwLCK$_)h4pki<+u zuR2P#@|=g7+7mfb7?TLGvVb`#&sZrbi)^O7Fq707wF4N)LJZ}?EX=0K02LB3rW~2? za~{E3ENzLyIl~Ds zM{>u6kY;vx*uo^{q{+;P#GNw~P86nAR#6iv4tez5efB+IDOnd3a3K>eE9|nx!#E02 zP3!DX=$Pl%+x|t!m3N^-gtewoXoJhiQgtI5AG&kHiCyQsLT7eRaLW9M^fL|1m;9`G zV_32ZNAe@f!7@1xt!&jqCksP-Mo!+Yct&udj2tsyx{99FEbf1gwlT43Muz82z$*LA zhNwmkj*Pj<7%k?>ER5Ml#3V!Km=rK(F?DD_^&gNZ?FVgQiWoOcPdW)hv?P^;rf^$^ zc!pzgWVp{m9g-mm4X>ukGKqp%D;MTGNG26!Z<5KY>NzEpVy;LY_iUwFIc=VIP;y%A zln|O1V->c;`M6b^Q%{l8XMR|HJXBRxE8-Y)n=wF=neI8~B%@P3Wl~V|bfN-L)3rA0 zGl_#?;x)WF3xbP9k~%|_K{+rxbRxZv7Mi=;PVB)-ACPPE$xX==(9}jGlu7EvnE5*M z=94E{%6XG}F4Xjy_Tz{rb!Tnmto(H0@)fQNNyIkhgW;{1WcIP=+p)Lbcbrf@*J?F3 zK7Nu|>(Ecv&o>%~Il`I9pp}NK;`%Ik5FF%IbiEW~UM^Pd`Z#{ua-*b*qp=Aw`|o3n zBw;2+@|-#5KniT3_C9hmkL#0bo81vqC#AnbA0Qo}3|^{}iTeo9BqVFmLUNj(F`2{X z*bk1zAJF|nGB|@XIU907%<*~Rk7Dmwef^l9K)cE zPZVqB(Zlmpig1o$X3M(FW-)hryzA_Fl`Z!Ct#cF9lLQ}gpl@n5m{3ZHrIh1J)OZm& zMPnAHIcm8X5%0$sPP0^o)BEm6@nh(fHXcX1<)N{q66vvf9Obce=;iw9kQwEu#=6II zU5EW=$a?7a8T&k*i+nYTjlW&;Uy;)}P$a!M2}IQ9>-R(WorTRVYRQnKOZu_z|7R&v zWm+l5A+iuWb0pqlu7TR@B6%Kj$1zwsmo;;OiW-YFXUq=*a4gA9#MQ#gM3$hUdR};c z&?Klbl#}L&h$560q@sMGyri$g9q}6JMXGQpp^B>?z@D@NGwM0OEG3hZ0pVaywgn;_ z#slP;56XLusM&Ti;v^Q36Cu-uB$FJ3kA4Szh?+hu!$o`~i-?g{Z~+84X`&Y$RlTNz zi5MJ80+Ww+T0k>6)0J2dNf_9YB*ln1Cvy^e5`~B*PX`$Nsgm>@z{5j9-|Au~-1ZP|EYNEu%By_CYKZf86x`C*T{?H$&p41T*)h8O>v z?}em7EFhCGW_rsiMbx2~-p44UQRfE*$d8%bttKjzTZ)jW7%j47eJJ_lm5E8elkQxe z{-DDpN z2PcWm)1u8pt8rnGkr)86o#Pl|=m)N-RTSy_F+5wnlT4>3QNtC0kq}JUPn^uODxbv` zV`q#RcdcMngk%t$7%T#!DO&ggrocziHR9{UeaO6vm4IHYfL0?umB=*P+GZJ97S{Es2xl0@oMO35+ zD-sl6w5}0f;6n071kOuoW>@pZB9{@*2 z5q=^CnZO(#%*k+_pcJ{yoS+INF(u3bx|T_zq~h)aAsk7_K(NqSXJ{fhoQ;evSrcVD zm}RNegw!Kd8q4AndhV#0{K4N+VJotzocOJnLPS=lfKxD(C3-Ipl~f842#5Q(%o+I@ z99c-kSWJls44S3nCg^e~r>dHgrw1pg8`l$OGKmB};L)J!gcp52GNa01b)hO&w*53_ zQYT7DW~f1vtdIng!B{}z&TsT#ijdkC+tY|7(=(@7s3<`q@Eoht%hr#yT0E#7Jfqo{Jph5Tm37IEW*BX{+lOTfdQa2yv2;rp6Q~Uch^f4MP%S!j%`u?SHx2p>`;3CR0_Lz>J(@xY=0s06|fB)Ep(I z9i7~r0c)Z~o1vJr#`iBsJ^CP?oVV1&v`_996(+0*9;!qfOzAxPezk1Iry^W6Oc!<@ z(YXiWCaTsT2Eh#xDf?Y>t;wM5V~(gZ1;U+H_|~^6nu`r2I5Y)7bM)Q|nSKa==AaE^ zVcC)32-YGbBV`7Vddea6;VA&q6tFT;P4-DSS6Q0y7U^&`6`HhDnNpl%GQcO$!W4{S zHVpRNjj5bhl^i8Q@M%s}IA!IiYV4B7vDC+H(L{jBqh!{Eu$Y;#Q6B@IR@-W8cbQH( zGi-nYtU*bM4@_NA&G8yhkQYIQ%ivl05hj`9NkuI=W+XU;H2OS`;yYnaMy3WClz^gS z5hAYDsRE2Xi+VHW@tpiUGDUuXk?U)6s($G$2L8y9qDjjU%Nlwn?iFLsj=8J471I<< zcK1WKUf!%cNhKZ|@*aL=Qwcg1;|NqMwXU3a+-#D|p9yg0$UZ4iD51yPSK`O~c8qo5 z7ovNWqE>|fRY0o0-aMHJRiy+0nBke}lv7Xd<9)MI&nwHy*<02%Q>Yi2&XIhiN;HqE zbIe-LK3tfZ8fha?2s6)x3sF46F*{ExBDHdbz70wR!7^VW{|vq6`WF26%W-j;+LFM# zr$<;>S#0pPAgf#?X?8a&tDfB}VmmbST7@L{hb8fHdNZm0UGHxtH^0`HVc%WXk}v9t zV@!%(OQ2}5by$S;C7~`OrHfgCX|FaG`9$z>7~$C#ckUcRC6)Q@XWVn3#3FfcO|gBF zQ{Qx|tzVx=_r#FQ`Sxh7i2mnpzlHsbOr;+ce@y*l*2hjAA}C_5=2(VPQUrZBQ(y1hzSFH&(Z}60y&sTcp?tP6yZ$#EaL3E#fyF?HAgmQ9OT_rQr@9X^L_Q!}W6f6#R zff+TLHf;}#AP8$D7)}fkqH$+C#W}-M$1Ki}b*mTOUs+Xx)7|?<`|f!VcovgFAi`|}BDd=k85<2AE+b~@(R;6E%Thxkb0&^3WK#O>j$C;lk;?W#qY36z(pXr2n?y{1 zGX9+9?)kch#C^-hrgKot^Xa**r|++ioOCrysXeHBMuZi$R@cZM5&+bC3s zFvD{kwVG89CpGh<#Wq!TD!A)|WG<<;TgH7njoB#El(gC!YulUA{@>~%$Kz1&qA$tk zE_&oRwFb{)A2`M$CKQAyO}FiqnRAYT*xjWRrX_t|h~?wEnMck779%bxA}Tzi&)%n} z`6yfX5#63YNxIBwA0*Byv5E_^4)P&AN)PFYR`!M7EdStxIap|nJ#qvyiIK3%poD|) z53H<23jA@DYl^y5wS{Z*?jBjB4qCLXbx|JU@QH=JuA5lNUkD8}6J=x|1H?q-RQFb4 zj1VN4lgZUU3;Cm8JugSNlsy*iv{GL1VqLfrFh7n z{y6a&ToW8nP8s^wAeHzksFIZkK@J+7$(X=Pf`zqIH3bnu6{v(e_yKwW{Y%idL;n4^ zTw|Lnyb%Q94$PFOm~RwGoJ5quABYBGO&y_`0&y`g5tCL@uJsVS5S@u44K^(B55BwrywCMg|r02V}imtT%fTbojp0Y@M7G^3yn10 zNI)vJm04^eAtX)f&YB-5ViI!xp!g+mpGl1r0Tni>V1oqUzemr&mGum*ly2;`#&^%c z>@*LIS`bbFky3rV%;E59;hIUTiRw`)&$V$YOO&^hR}sw}0(^7e}VfkG)@ zY$orEoZbI8rPVS7Xo}9Tk7c!CZA#qhMA|Zv(<~>rhIvI(iPzc%DJfDRn zB@>&ag5E*>a5n1IvIwIO^i9~RF{0*@WU!eModU#3W?EDO+7p_Cw- zX0vjzDpeg~;0z^~fP|1_#ue(~fvU5WgM9MC~I;D-8 zyuITg57|Ao@CqwMI4J=n=_Jj`3r$M5 z%Nc9ynZhct{k|W{a}E_q4ypx%#G~xs}gNeYI=#nm| zLPDdniG1J(+4Ljb;2D!B9f}YNa%P2L(yUgOB2#iwmRK22!F|k>v;&`r&FF{#2}!ZS zEusRJh?$eoiJ2vtSyfMZ8f?@1oOe=EHB!kb5#)nFS>iiok#OVclo6iIqeMBbN>CGK zOH3m%l0LJJ!bvWaISynqH${Lo2f~KL`&=63zlkg3*x~iHaD~-*`DReq>sS zf13GvjPqcXaLqRpT1tWt*^Swj##x&jQ6|ZIrYBa!hzJ(S{hMY5AWO4S7x%Fp;zV*& z>W~2C%$ZWAQxBJ<87ptvc z8NAC7RnbKhuy7GC@+{9Z4nJ-tH(3irp@*^;xhRE4A&V+=EoNEaF=u87tExNURqduS zB{^^(-dWfsXGWTtE>ddpQS<^>MmG*2xNqa=7tpdWgvAp_S8xtQ;iW$)_n<+0)&vVP zxr}`>2a_Xf6g8zZ=7v*;dM&zKN}l=kK6gmHkSLWh z2PLm4#jnpnWlONCiB2D#@_Rq7n5Z|DN26M(oH0SWD#Gr;SGFgy2JL?A;c!2n>pJtV zpfj*I{$Ax&?9%<0i+wSL5EY!m3-b&6;8=^MkUEbn1gd?UOhYC>> z0)mWm9W(^f1c4mWC&sFBSDIqLI#U=RBdsm#YU9VC#*#wsf`ceTqG*tHkAX<0kGtil z%vy`Y!2pcGB}649O;q)WGiy~7Qotp}fD*)ME-cB7KNf_^1xDZ@g%!eyQ~(@K9{+Gy zh^ADM1u&w)e!!1Gr^!0W0M0=e$?%Y56JevY45v7PouC5kdUr1jF)4*r+}H&mS1>2b zlmy{mU6YiUQdo$R$pMEC9tZlK{kVTGWZ4}(NT8*VN&+b&Od=8Si0RW@n3l_RgRoE5 zt~`>aa;u^~BQXd<)Y5fQM(j8u-Qo8*Kk4bJlWP>RQ(8O9Wt}F;e$eDhtRNn; zo0u`CKvWk~L_Q+6rvH>t5PP~aZ%ot7iq=deP_RZA*vw?i8xKG8dGzijlVWDD_eIh& zMQl#LZM}0po1I(5zWM80mY1StX4ZJAEfZr-M`CY}1)x~A?&I+5S}&J!$m8)}`txQ_ zvN&sXmj}gmy%m3cjUEXoe&JHwKMg!0{+&>jQivs*LOe5xL0Gi7o~dlZzDWV_!e|n= zi6hF^>ZvYQX!q+|K+QkDoh9?eb#l*2RP*H0IH+t#0dI-yZJ=&Fx;;ipf2{J-aEc1n!AMk$%ysN16L zQ<1XuZy8w-ug%BnSdAlV*^KiUi`3j=-$NwY5ENQ2i(XGq@z6P8g62xBvkglgYe$m`;?K;w6ch0^xHINQIbY`s98Ph>1+9ktu0_iHwU) z0#v9PgUEv;RkYIb;Q*8j0w`QSOc>-WiH!WmY7h!Ac}7Z7hB%jGOP$U`#OHRHQF5kI zez3PwYdiHOBud?Z!0;48GP2a=lbR#gpaKz5Bb^wD6eC}*N$W>QgPjr-X-TKyB#70HMS5XP zZs292=|}pzW;U8e2_7!#Pv>oMS)Fat3}>RsM0*y_JjbQ_Jb zOqGy?(o8gWRCBAri8&~PA|o=MPw4|e3{hkYr#?6yS==xwMWqq5s*1KbqnD?tG-JdR zc(AHCn*jynGY})ta|&^ibJ>`c$xWn0Ehvt=>L3x>R!K=FcmXVGh1d+#=&V}n0yB+h zwN@?|z1wL}YHMIE5jDdkq;T{T7_)M=6DXm~Ljo1pUZ7Nk($Ugg2?2!dX>MLKYYzk(f&lP)LeMO^1LB z9h!8TMMS7dQgP}-yh@l+olANRuE5#MC{w&6Jjz{hrWuJ}mFSc!gVTT7*#zCv%y*CP zfdjT09P?dUEh?UY0GBFi9#OU*3S!c)nWFsXC>i{SwpHrpn8B{aQ*1U0Qqyhz%m$WD z1P>;t(rVNm@tAs%_Q&L>nSUF(EwD*T(K0h;xDz!iYAgT)dtDczW%TyjgFL1R&Jhc9 zwwxPjZS5+^;qIiOr<|b&bUUg?CaGC?r`SLztXwY_W78Zq(?fPFFo;xRrTm@zH=A#b zpmDkP_hTL$EX}|PV9tn`wS6h&f*!~y3uPYr_C9xcwl7QY@z}H9i-$ny;mvBfKlYWX zEwxV>5vM0!s*OBUL4`>W9&rQ@qNY+Vcv^I2wG{PIs)^>*x!(__Tr}AxCxq6s@=0z< z8;_mXR;yQPryb5HvYgPWbozd~Jy+D04=xO3)4HL$vH0heB$ z)oqP^9p5uuqH+k25DxkJqbt5p7BWjd<6S^%XlmG(3-%7FaOX-(WbMmZNuJJ!_%acHid6>GX(@;Y(RKlfw6XM{P+UVVL;v9X=-6`X!eY zS?7I*S-m_LU2?x!{~i}QF0Ch8O}ah!dw+hMA8fN&ZM6-09FJe&E_sTlyZz)@?6N>cKq#~4TqQ&+8*6Z%Ym)cAa2%A=G? z(BZN7##Wmp#Utl~JQwXzYWGVfY91FoJ{cFnHf4`y^b8Kqb>b1VpW-EGxpzHc zS=*g#(@S~zGseHuGtIu|oC#QT9p3nq{FREt;yHWIf$?sV*2>T^716pDqmmKf-9yq+ z!6c$Z8k@9JjU)r(Z4(NZi58L-EXZSyu|F^7!of;hm=;sXG91;nL&tW_DIA6ZUp#qE zt|zZ07R`WfVZoD^p&)kDjOD%0dDrL;v;2FtD;S{W^NE7Z$WF}{nLToe;&Pg?R zkxTZCq8Az}Ia5=ogU5F$=t=B54VAR!2tghn+J z12}_-2qR~PxJq!r65Ij;QWQH_Ba-7VD@E;N2Rb}inTn3Qsi+t*;2xwRtVPsBeU3pR z82AT{a&U676A=@{m}&{($qX=e;?YPsXCeYwl+D8NG|7WDr+`p5ub(m|PvNM-KRV^WH)X6Dh2hC?z8;B=_ZQi5fcZd;LIGc{xk9%Y1asw!H7oRTw{ zoxm;vj;cJEJ1K>fC?yI=!4{4%XC0z!WE6#nMCn)<&9p2YBT>K*nJg*W*Qy|A1d$Sv zQK~x6d}ps(50l?w-Y7jm`?2TvPSeCikVyyfKJuRQdrRfi8OkIn8EQj>Gn~?p@nmw1Fk&Mn zpOiW5jZ-MOmBL(-1!%oP)R3eQV=ZtD8j**hDI%v3a|QS~;5Cxz7%%gBHKAi-dkh&Zmn|$a zUxYtP<7pfgN>SV-C6{vs^y9?2n(%uvgEN9?q;MLi=#=QjS7LPwtd|VmY<6G1M1o{6 zQZgl)pk!J)Y*|&>aJ_F79@X}mGts(Eo@_;$a)L$*aTPtB7H$hS2~2QGNs5?7c_&)T zYDtgB`!OljALjFOJ>H0SHD)|wypg|WtUQ-t2@w*KBBxfTW6qHr{#Za|j*ui$A)+aR z)_MfP9dEaYM``9%g81YO{f0}E%UOQ8$2k04Qk$g)mdKqW`gk}Vx{SJ9vlJOugDNHG zkRS}f*kV7Xd|_>pQ;&(NT2<5Atp^nr3tk99F(Vzi$a0n%Jp29aTdBF6;!v0C7tdz) zAGP?9D!E8(8Mm~e?GK#Xr|*8-`+O?5%A=t<_S^AZi?U1>XIOYLKPXG;4s`dP;xo(} zKAJA#pF-}A&1o#_$+-5%F&=kZs|s6-EQQ0XESAtfr%j;3tXwF?l#7ZPkL6^`li(UY zgBV7rZHk45E!{Pp)I6O7Nt}V``y7LMbrfbHrT%{`g;(kvS5Uuq?y~LOL)fjo|6x zLj@1Uh|J6gsHP+<%PHG4M<9ohXlW?xl=YG6bW0@w5)jtpoUwT%$%%O}UO@rAK?Ykg zxrp%y%q@JM{ec{;CkY<$cOeg^St>|~V5YL3hwmn;wbk-Ob{(T1S%a5Q;c(9le1}Z2 zM!B#&Q{RZhN=1-QjTt%fyc(SrxYb(Lc3!w(j^d1HzwK{I<+OfschWV)xR_nmR1Rb^ zvGQcNeEEUm9($BMxoz^d-sF1Z6iZ9$$L@yp`V=Hbx+t|)wj-Q~qS|l?CgfMLhtL zTGoKnvsvMNzop>E2ih0iV7JVo7hoR9E;LK9y5jlLL!yq52nGb4zO9fRYHD;r(>Lra58&wiv{UGi~6$JH;x5=v$6LA2E!BU%OgbsGC zL`D2y5VMICO=i)NB$RAWB{qj3V@A=Jpa3~?dd$F7DWxpT9E=baKxfE=sZhW}+GjPJ3#(xJjWtucG zG*L7-!wZQbG?M6GHl?e|sn1T~q?SPmq%c{jwTY8ezrbQrNO35!bjppo)cL+(3I*yq z%=ZivGw4*}L~;awjNmgUJ557|NNUN+l)?ERQz~lni_h1N^=MfG{i09-4f9>E9eiK{Ss z&R~`_n$Vo_DO&mfrx>Y}6a*`zjTlnubQP;4K%g+uIIiPwkD9rB2Ah?8wA2y{NL6MX;c^Mj& zG6@uAx`h*!gW9xfY*o@VkIF*?A4}7~41b7Mn#v-gkpP=eO4&Csl(n#!)Zpxjqw?Z~ za@P{Fz-W%?!CcDfLaM>V;#L#vpjwK_W!iT{s-8?2A#(QMaE-g3BE1Y|$}*DYgPSiD zT|OlOE;(VTE2??QHfBuDg)qVW+!gc+C6ieilPVjE-=rlr*?9IhY{ zQe_bqvOr-pAUw6^I}TKBwbZRg$c3!U*iYMxd7MuB3t>dQ;u`G-A3v^kB>fWj9x;JX zQxls|##y)#iHH#eBQm?lR4+lCg(0HE%xsheb5kY(mAhym6%#R|V;^CCX8qV|k}Yw3 z2kuW*u4zFtB7~(75evJJQ}@?py_#gkAtTuj;BK6qKDlgOZltG(viSk)83g(YnZb`7 z3(*g(AX^aEb9;OA5lPxsNgECdWnO!|)5>CXIt_l*^n%I0f~#~YT43vzH{u<3?Cnso zm=vij#+e)eywb!u9;H6H-;!Thf-OQu<`en57L%%O+!+*Mk%DB177K&dXw^u0$Yhbk z&N_-!&YgTn>=h-^Z|h~nwUDPr^5?V{Vx&JBzj@3ti07oo04@3Qk}rQg{cb(}3hJdU z#GfN{eYKEP)_^|a`CN*_JO)Rw0o zmiL70li$7LWGk05#l!pGeO+4lEan+U%+|>r4?;^AaYRi1SYzu1jmX{PM695zsc3o0 z6zA_=ZW#XztEfWH33qSLAEltmuS{A}IgEl802{kC3tB`Vhv`a)G7Qb0m{r}PQXUnqeT6!k-j|PCd zN5q_~+0Dt5WRfh=RHiar=>4BScal|^L{nK6nXJsy?!B5hBf{MQj7AqL>mgtO#`yp5 zlgf!?h$=}$4)!EfU=5Na4uRwfx}*p}n3a_o`a`6az~oIp905Dw0YU;GHk$Ltvm;5; zC1%o03_eX_BIR=Om%8S6OSlgh!SVnyw|*Dk_lx zfs{iSD!OO@y?$*c(U`Lkhs4`+jAQWV8uq=HljoHB=zOJ0`6 z%a}`#&y1f)n35?^&+yFPbm(Lxp6OiY3lW*@Pb8I6cI9tR-S&tZ1lO4et@YLIZ(u#q zvR!Oh=kZSaJ>wgh(-Be_OSNPlNy)}+bXH-~q!Y}s3L_@X=Tk1hlZujG5gqv(&5Pn6 z)!$Tw7v89(GL@=T2C~GxElm>X(=2(Wj?||=ufN(-=Xy#R`hW%(H_Rt}duwmU<&0R$ z4;EJ0O3vPdV1woqVHf&JJZrG z>v4MFt!?G|^GzhI3A)a6#(6k{Z<}muR9^HGHjH@l`M4ZjV(>|2$X#6%r7BtWd9p50 zA@IwWk{{?;YP5np{Cvj5$-m9`g!@~$GtW(~ugOpMw&hjg{&vp1mZF=SM}uc{4qV1Y z&z@AIxt%i@S~UnMvyYCUi(D1z=dii!QlSH>z{T@AX@!``RC`v-ZDI{(VJqs5i3+Xy z`2C>&?@_-+4PPsp-`9g&yf`I}6 zY13zwRMDF7GXvya!jyHc+1BJh0+^VYW+~}Zi~dyT%p9ClcqE{<4b6~7RE<0-8mBUG zFh%EMXR8t*t`$1cGcnf%R45xcXQa(RK4Bqh6dv#&b*T&lsgZ8SKF9z82h4uN4<-yz z!Ib~!mmZ8^U=Jy(DU&RDW+l%h=tauy$vfGpelIixX;x+~;CidkXAi63C6bv#CEbq2 z?wJ{Wvt;6;9LP>?7(2_1qF%{7DQ1mbM0nmgHK~BY^N1XdB}oBLhGd94J91=D`Xe4| zNv^4d{AuUWa9^FxzX^!UI1M;l7Ht=o>pAa@{)Ks@c?w*G*gYqcYr}^T`;0v$xwz1z z;IjTiU48yJb%=jhWef4re@grpDpw|* zvj&!0BPGq}k-Mxd9pFq5E6Bnf4L5AA=Jnq_&C zZn1yx<731#(S83FKxsv2%$UwWja!xNTtf9Anv7(CSy@(=ry9G2NThmNATxZ}e7|Iy zSbN_lgwPj?LSvz!2CcO;)S5E~qR(^YxKecr*EY4Dm8nQ^_B=4{##pUf zJHCJX;4_AwTDr#$<1$(s@?{<&rX4m;lOfB0#vDw!aYjZaAB1~VDOxN!WL$yJOaxK3k3K#42O(c50{G%@Dq1u= zJ?#wdOtVOy{>RY2qV`(vPnz1JnHq(>jzwScW5uVFn^x;V))C5Z?E)$ znQR;pF3vEM#8wMY67|9*iH^NTT9X&$b-XSpRw~}+FW~W_f zXGzPnv#&?@&rORW?7TmSj#WzuO3?atB=PljA?=5Eni+4$ZTs{-IT^fyWus%8qxX=M zwH-?9pF;kISYp1yU&6lirnYJ4k zXr+Dw&N8XcBBT+1#@n>7m;Uo2Nij}8gPb>&s>mRo1ZHwUP==1JUhMiR$VSYkTH zZ7{{em@os3d^o|3$iSY!44g?!Tm(w2r3e!f0_l;Kuu#ubx5?(&C!Nj%JQ))?G58kg z$YdHSg@q!Mr7ZStbmQgIq}IbED*1h*v)30bB`^^~i->pUJMpBf$Sq=VgeNkMVp2}e z1;?yivZX9Mt4LCtMD?06LW-1E;c9UA%ZyJO|MlPM1Ms5cXsK6T}MNxV?BXCpZA`U%%=UiRk49uvX%r*(NZ@hrTdOO3SVSdlC$yVdx0%F?jY6*;vmVQ zd^&6#mmWoVvwA!Z5YZxbOi_9wQF%cng9_`qPU8Fhu|BUpX0liH7etA;Cva_ZW^k^B zEaJ?;Qg|tF{M7z|`(%5cf4=!YRf;+f){pJ-@lJn_JC#|a9J8M!AG9jP zqM6i9ByU6P$Y6rUex50;Hz7)`jFXU3c&V(%7&1p~`NSkhBwJR;q7qg1R$KA9*jZ;< z`hoc*kdn%ZR;Q=D&mVJ}VC|U>yR^k(;&5eVUgm|zw#-(pPfagI` zNCcb!JmHa+Be@x+D0#_=piNb^htoM-#2DRt3f8q2t=;#*e#DTX<+Axv&Z#Un-9C`t z9pvHWL2e~Xf|R-IYmW!VSe)0`;IF42-4B#)h6cB!Mp^_aG~80CZKc5GK2G-?4NBQA z%lq36V2@`~_cQ`PQ#m`{geu{Jxuvz_xioJ#(Zh4>)6S3(&4HW=680ZkYMPKSS%8BLXgD(1=ar^|%oBqxR>@UIR2b zGFn@T#PJ-{p}HhXsf%jQI5)<$aYTeO{}=$yG0(YBpwMVCIL>J`lPMbu#VJ7LO$*mZ zceW4>TX^u|xX$zPXus!np!#HST1KMd%r-9Aao*XiFqM)#}lssvd!_XSnB_S$G;!PZ%n^cUer|P zZ+-iV&>PKOE*oCAGiEvca>vMnkP*{!CJ;<6#oJ~}>tlw`9LMW=S-0Dl;rsRVo7j@x zdi3z;?PcCRQc`)Ig;hx~yY}a+ol8F`BTHHFpU%m{yzsW*RoZaqC-#@%W zyULKBd3@Z=4m`hH;;dTsYq*+i_x#uVM6vwZ z$G_A3D+!q9oIAm5@$}zf{61O13p2Ppb@5U+apL3aNB!rSkJAPRWOyNw4?lmq+-UCW zdHpayP?7tK^-pC`Z}h%CueCZ=o2pJ8_Ez`2?5|ZHTRYb^gYlgDZgQ3!7Z*7&?=okF zveck5NlDia%JRtd$u~pIec0D0b=)qaZjRoM?~N}LzuNZm8||ljt@oqL?Y#UuUVbT- z%k%4E-x53Z{j$6=eV|Dy-Q+&}5a*R2YRgw#|MKyt{`$JTeS7)xzx^V=efju7>ao9{ z?~r2~J^$BA|MP3T`}XIoC!~Oyh$Y^`-#GhGi_{y@MX0ofARj?lUTXZO=gtf&a-aKu zV}D%uA8`D~dHHkWb@3NDDxX0rbEJ`|D#3TYC9x^Qrb~ zwbL1ea;1smU|WP=QtJA0rR)EFd>>nXZj_MKv2r|rdU;-xMbta2GX zipIgsqtTsVMj!6-@wb%kAAd^!+uaY><8}Udf7b8z%Lo38&I4@IhJ+O)9S@50vT`l; z`FM8Ya{b9$eeciiUd!_N*mmf1X^%Rip|o{4%*PGC($_v`jzx*)HXntb$NKp4I;Rvf zMy^;s>=HA6yU?HJ_?y=HdHc2ew$q>f^0A12ynMf1hTQ1;!1tq+3taPCM7_OzdinhI zPM6a8Io|%n^SfN?TyDeHwck(w9$OA3jLXs&Irl}+mnEO`80)_X{kreJ9L8Jxaohj= z_VZs*z8ZRNpUY4GKJ=3BvE8Y!UrW4G?vBSU_g)=sQGR*~4!KFqa z-z9gZ;U3%h=QTgIT5Ev5EVclVLn=Bswk?n)vL+7P$&92o;W_s4m zNG8FVQ%j&C7sML!DdH8e!I|78DWgP`>(H7DtjyrZ6i!9qs8p|vmbgYCLdU*QHbmt!n&Xz` zlA06mibfyI&p47+=sIm%O~aUU+56 zUmo}I+x`E^_3cCZ#ooU@%B2+={rAWI-)DXc5^bMuAAf!n>Zh!{y+|zcZ{mNkc(_oz ze{Az_FS&n?mwNj7{--p&tp8)qN9!L9^}T!@@mtO6+sCh$rTIJ>m)Adhw4dnj&%J;1 zb!+iSpMP0?{`|F2yWPgaY?`)C@|S~@KE9q)=m}@}-c;%K)3>FUH{+5k)AGCE&mROE zUh~N>)`Hh(O}m`FxDBa&yE*^mdeXMse!iLd!}rnJS+39asp$9d`~&KLme04h;gf9Wru_Y!H}d#v~N zpY!rF&c6*j>XZ5VyWh8z7Tu?s^{n_t-vIv{eWLesh*iHT=mjAluyY)wvt6cx^ zh1V~0a`ac9Q(jxWE`+5%j`^oYyz%Xq2mRdQ7|A`UvR<>;`~KJ;sod)V(7{rQ|RuSFOBRP-OO1uyycI-ga< zHvL|;cgWwpMs1&_U-jkVd+t-ME-xG}{WnvJ$j3d;vAyv6SxohP$T3T5YpoQX#ZoQ~9V^`MJM@Pn~6j%Q*ai=t5gPYJF5W{u*Ufw7#Y%}CJUo0*c1G3*69v~xD z$9mEgx6kwT;f>|z5Grxzo9cPV&@ox&)VIs=m(8B52MtWCrZ3iBx~|7pBDsPnW7l$I zK5RZkc=u1>i-0!rjUD4|^Uihr{e#cTCGb-7XWW+;`9KDrqmOai^!Wi@OlNFf1w7HM zt!0%S=Nx&H&&6LK7S9**_L@EOVX#V>(KGHaqczgfJXoIVDd5gCK=D z8@sYM<~pL+)P#AUa7q?OF{yJ2mT7T#CyznszrVau|A_opk7)FD zrT65Q!>@CEjfkY$OaQ-VR)T2FoGMDm?iK_s97>Vd>L+T?qQ7Y&v6aRJd?5du%~e^1 ziHkF5fIPa#Q>&0mc<=p)h+3|i+%hP;3I>g7cWJyVC_0Ca2MKRW%|P~`=Oo^c zI!)3AK+#qx#i-|Wiw?_Nos=LsI1a9$GNo}{T5VD>CxI2!szpYhan4!PQwoKQ(>Y&+ zh?Gfhn%62@5hJfAe*Fc0NLxw^flIoQ!M1T%T0s9yTp-&W3*$6^mb<-~KA zw{LwMUkeK@vedeY@;S#i->omyGli*@+Jb5L)8P>9CkX{dPd_4$j2(s`AFtobngj(^ zT{a+2`9h^l z8?1374kvf+2%AO+oQrB%*VYITJz9?~#n><+<{Y#q1XM)o7DIl~N~_yun5P%ljoZ4j zw&Xe3rno5p8Y*cW;20WV8D>w4Rtqb!z@M=g*1BvH=QtkMQkS;u=W*`e7IIx$Uew%e z_~^&*SX!kFnr9yem>d?xi0~RO$Nl|y{?2oF9rq)~U+Yp8>(^CNUNzP^hnI^jtLJ$5 zc;4Sn+S=MK*4=`nD6#Z?oYUNmwOv|es%htZ?DxJYi{uB-SPO(+)K8(h#!BH3F7iR@ zWt{uKNTwFAZs%d8>We5MH4i60UkKdyqnl|J)tQD$x-4{la_dZRma=Zkdb26#95rX= zL`>(Ix_3+_$-3$l9b`o2H;=^R~6Dy<`0Q3q$~$hkgQWijeigHz&oQU{UY#@ z-#p)w%wZNgB?XG;ACUin@E@ulbNq?uH<4X8q^j|j@>7=!gj1hR19l;+X}kLuqko?% zlnQV<6Ne&2Cg}ozNRSi}3C|>gB%I-to*4i#>4&eN69QqJMj!@+EGb#i6N!k-r1_)a z7a56Z{j><0296lvr{Q24YxT%ygi;csj7bT1pCXCu$jDIPC7BXx&U1Jb&8!g?8H)hq zK1Z7Sq?nWmN`fgRB~vg-eW6sd5onNLc>{ja`csMqHS-n(W@TKM^4!gmBL$#98hW~C znBh%nONl_4A!%*IEBR~6J0xeCXRxrQl+0^YhQIggX$AW2ivCL1GvfR4r^P06NB}Un zxgU@{S&Vs1NmVKn?5a1+`50$>Z$*Ss;ni~Mz74KXZ#4v`Uu3ymKZYZzI^k=)iLl6N zd567uK8V(4|ETzE<;xiT7`yUE08$Q5@AuznzGFyXSx5xSB3tH4Aw4+r4?ZqEzq)-D zV}BlA|2K;*4#~c>>reh+hCK2ZvG4Tr?EE}o(8BAbElvCD2^4xG5ddK`qZpACUal8Z zQs%6VMJPcTY?glVIORlkpM6T&%5SPuK$T+ zfQI{He|#mWq8~jzbouH`(+BkjhhLVm@p}?D4J-&wkbAV`R#FdKT6)SeA>!CY$Dy?21bwf!)%<7 zqF^~Q2eY?UAXCZb*!dny@5K>LHYCbt3Z0S3nSy~~F^R@C!!m1_%|6npkg8J3a=uMi zMx{u~U}klSiG2oQ0WB<|Wlbfit72n&xGM)2y*LhY@u(~x7Fmh})lfT*`NhT|Oc}3SX3k$r28AR);)n(!x@Og~EJNI#UYf zVE`2_%+fMMNu~k}4mKhuSL4yEhMQzi}IJq>M zlPQ%eFC5c{b;RMpI%mx)C=`f}G!&NwmD-Qq7!l~-(8QEWDfdV5;SXbhBr!Wnld5WF zj0|R}f-ISY>6quXU5ST9kDRPZSR*coru8S0Zu9FozYD=goG+lY&=WJwP8J1E5G8uj zjEWTHP;sz13?Y%6+-saVn3Ln6xqr!ZL+Gg<0H>p7V;x^fX3f{z!Wf)Oqe1 z>_xd$K+sjJRMN$%1t&_kuF@9;kO6mj$(-Rnk4eRXUD=7jev9rt?balf&X^<9n!X(B zz0V*Kb%JLk#;|BSK;pmzf|3FV;*dcmnVeP}u1S>H){X z5*mn}!%FrgQS+)rf_ct_i=4=SQ(5yh5T4J-!yIgxsL4FEhjf)xojH7tK=f9|x0hU) zsu9eqpQ}fZA7iv?onCreB4@ELl{-^RNM)%~0%5}=U67nHeK;q_kvTI}K;*_gYaBB_ zG8JI~r^66w)QpQVgCvs7Ce5h17ZjSOV@9b-k?a~1^Au0!MV2d>!Da%*CJ*t$bkFwl zODCR=Ia{VHgT04^EX|1=ltNOK;p|$Ba0o|Ab=H~W>49+K5^F->;W0x?X}U^^N3nq@ z99m7H=BdDzgMIpV;i5~vyA~Cq*02019Z07Z)ZRjfp&g< z8|P>LJ+F(E7;&zBEPbHR-bm~`J0<5rjhd!Z^D`05T$vUQo}Keal%dtL-j^?}ZFFFq zqp(8GlYf`?j_2kOBB7)p4avyNpu}zxnM0t;#yNne`&7MfRX@|Z+fq0siHIcI8FFR$ zz&x2B%c4F5*>=yPY09xf=WtQO9QeT8{E-_rA=^@kgb&cp&n;gdS}JiMQWtj<3xYwE#2pUb=b9mH6~S3Uf2j*`On zC+A_O*0#0wF)h1$rYX*IqyFEq$8Q6#Pm$$n9s<; zd9-S*6WQ4NMQ(M~$cy2IIqzCvjM#9Y{_s6BO^u%IFTf>8xdu&c@FdG9v+DZcsBMr2I%ph~OnXg1dOrXpd7GvfQs^AWJ z4-Tg-LnA42L%g8gDR_>V0a3;D^xoKumIppWxj_Gq`h36mKak=(zrXNHMPnhS#q#0a z2|Iy#S+m#35%JB2E%LGIwU0Xad^j1xg`_r@Qx@`{{lq^1S^c}X%5jK& z!S#Ps;)R4%Cg-yg->2-|p=k>93x4?hS!h)8hgDBY*4T z5rdPkur8sXE0tExzhDd6+DE(Kz~RroqG;9^+CL5bvoqiE>6x47Zw~)Nnr@(rjiS5jv3L9+b6-oKJ0vpV{Dfu_3}R5 z%0e^XCp|p`>t(4_B1_QTlOmT%I&=}CjGpJ+qc8&kOW(yJBP*AZ-ygFFWt@|hAVic) z?U^6=64v0UtfiGKGBJ0=5xwieQX7AG;iVzm+sGU6o5x^3TiptEi#@0Z70g-qJzLJoQ84BajJ^OxUzJCkjcO$$S)kNWP!*n|N=uAk6UZ+p-`=xVKVOg@$EV#LB6h zOfJ^p4$dkpB_3j#^R5t;u$++xQRYaWBZZ|1flixEb-ixSx0RV{dCe@K4=~Ow9ziXZ zzUZ^=y&fgFsQA$1DIfkr#Z@E2?}SbY5_5WzZI!ucW(=Q62}K~!F^H)!#6uz@xu$4( zHp?=7jy}(5vR#@)#M}LupNJ?k0%E~VIsIKFL@V1WqAB;2-b<3tbzNRrXP@5~ z5w5V8hQO5UB3J<+I259ZJfNEEBIPG)bMC`OCnR$S`<#8Uf_b0QGL~&Ed4M@pAc-(m zV>vPrLdsgHFr5)e*&3BvXq1_TaQcA_qdtVOxe5I&GbN$$>D@pPF-y4_y7zrpXAi0=m5S1db;iNxoH;9bQ99ux(q{~J(JD(z8$<*N z6z6`XvI{vem@`PDa1yB(5=u5kxW_c=&ITEXRyDbGWjgNLG;%qQ_G9bD#aKPqyu>J} zEP0tY1y80UJRzrJnMO`AD)p*T7y}hj62lUDA!dSyJIx^XoRio^l0CI5DghBRYfPE< z60g4GEIGqv3I~WKwQ5`(#x#r~(_c&1z=Bc=efM5&+*vT&l(`;2%J{cwb&X5sWwTEf!b%JWI(#`+VM52A88{yv3{ z^z%5k18pYNWmbj=B1fNdKdOTZI57HolkE~&6PanjQI;$pBVT=fO(fgoaS{eEL|PJ@ zQ6t$BKe7dZG{8IyRc#8AunfwioNm3(mpT*G+{etRT#_7;B4xc9mC4h_Ir?c;?&rDa zec?Wj-gx28bGHcGeYf#V>!n25)?!U9Um|vI5dFuO{qK7`2cL-JQlzqlKRpZP-)p`| zEQthlEmNs-zpShtbM)ZuOw>XPagY*`uC3}CoP3-yz+vz?-*G-(crG=WXe&vLha;wv zTQE}-PA9Nx$)GuF4Yo`dHchlCIterLRqgQB&sI~Je80~`Q{{z9ly3RVOy)(XB3q@$ zyB7ul#8HHqlv36BYkQ|l0h(X4{8BGXFW>U=-FWC3V^)Z+S?0j-8LfM(xfBg9fl9Ik zPCrH_EssZOD@rq}WBRnd5vlN!FNog-SJK_$F%3jtoL_6XL8_aYSL$9+v~F68#4Ky| zE>taoyQ45sCIV#P2B>7CEI~;AoGyku!x3C)YN>WVWoUxe5cLt{+T|t3zcr0`NhrnxKy6=Ka#OR&N z6S$utgu)eBfB_mVHL0kw$ehHH0&kS-89V2KL{JidxR81RY*y?SWI^YTuQRn zjjl89$M{$8hw(*qr3jPkK*ST0+xnr_io3A+8(_8$Jwvvxmy>FF!Es64CjmRwE4h!Hi&YjTa9w)Q+ZXH zNB{fR*-t-LK3eHCZuP**l;wEX*FYk_a}$~-!AUDaTWN^Hkj#Dby_Q8t6T~7=8ElTz zW-mS^O*0Sg9aMO`tuL3`^5iY=$F}Dy|MI=Obew$bPo(pj<>p2dsCb!)Mbg>Fuz~8O zCG&HhffMkT+y6w*MRYq$%-+lSyF_odE9b5IWe}gWj#|QRB4li@_i&4)8WSjobB>+d&JSNWZm}=%`1s17Hsrk@=Xmh8k#>y9 z)+1o24XR}1`#UjHU0GTsSDJO6=uf=-B1MJj^yx5nrh-QGrGD-n!=RZ?3`Ft*&afwv z8$d#ge&*YAVz-l(efa?T#nUtYO!=kI%XRrD+W%BRo9N0RI0p9V(@!%JqUqz|V=ise zRzeaKW$|GX;R|MlQ_@b1T040q(bAL!=|PeZ3-9$7XvABp#W9$Iiir-NPoCE>Vhf^s zMJK)@Uk%^WiiZxHlfNgE(2L-ZeFN??&X(9nheb!yQqwbStc8_nP^ju@sRE_q zNthW9kgzt7x6onz@RPZkqX%Y0cnUe?52cO5Jun?H6<(q)NlD>csZounT>tLhFLV*w zSTB5GzJSlKvoE#D7oNKKmGo}-glZ1(aMSC<& zO@|$@lW|JWR`y^Ll^-ht7Q&B}8Kr748Bxn%&vduKvj`@u617MTcb}e`t#YfEcNcSl z`4|(WRuw6jM`p_iiquS|2-TEov~2q{7i1HvCUDKz>Jb|rk3M`^ipLz|T-Y;I@FLmW zC_{xS80kII7)bQzNny3!KGJIY^Y5n(cj>6EG%d_bl@l|4z>+*NGb4z!dT3<9ZZ?My zC2KNr^~^-2R7&#&?vWrwz{C3qGD^?u&$4OtZAH1d^Em<|VzyF8dd~z2AS_rIOtGIk z$r0R%!`z9K^8@1p$N#J3C2g7gBbZ95E@t!~t89ldDNn#6C((q!OAQpZrdBv+1|eOU zC4V>*P1RhXqPv-R&vsY&F)Gl)%MYP#LC6sAm;D1|I&PNxVB zBnU~wl*~Wwamz&R2U`2#qO}>81{MyTPD)e@OGYNrL7ZHp`DG$4g+c=c>Op;i8ZUD? z5mjxT!()09bD8FpT(l90cqUu^TN=BNMx@Po3OmyS(^ z5mP!x5(CH}P}kB*@}wM|K7)dol*IwKu}vZ+QBF7|)3mJB*2_VQjh2Vjv21xUdN}Ts z2PIQ_W?GIOd~Y<1rbvKU3rSEnIvpD_D2XD0>F^K-5jZg-y9bE?1UP``ZaG3c#WDdf zK+IaS&37~QshL0#0l0E2b)7^J?sm?kf~|_WL7jfS=i#%zHow#zre@V#XN>)zTZ&4k zfG87)EFze_#|R{Zm?^@9a;>$WicrcrCpnRyom1E-@bJ)Z#E%FQGLcE4rld@)SxTmR z{D{|iryKY(h@mv8xFn#EZTb_6vDDLjw?RowxpEESU}08{nj<5LNUF5=eo25hDQ4gq zd^kd=geZg^-gC5~dRfWne2yH0h*G$fEuno6%&}BzTsvp#wAs_Uj}z5{(LQ9l?_Dss z@>=Tf79%FdGR|JUNuJ8qX+OL1Qz?U;#7!O~@9`mb-v1jYa1< z>Bu#8g=*K8yK+*f8TVXGUnc$P^6553{V8+LoEfQcC2W1Lg8V^$dytt=qb} z(Kydc%BtY({{4P@Ya3W)E!U-8F?{&!=alsml^OU-L_WlE8TKvX_ib10QH0ronV0MJ zEU_2d3ds>|?{4JS2c3FbwTaYcrnxBFLYx|@St*wN{@+Ckr$9qQxGl9@C|m8PgN<6I zDUv0EIcnL{z_nCnU5JRau~WKUWfZ2S$&3_TZMY-x6<~}JCQkFeBjF!0c`ni=WXr%3oZ*z`FkdFfH z7W+PQ`zV(W@q8}e9~vO3mCD7Q$M@s;5y@H$d4C=$$3k3Bwyw5pghrt%O3;K$ddu~g zp#YPxl*|M;9L|{}P-am?=5+T-Jee~2p5}>?G%_EACyS<-`za(~ab19#nBo8I{eR#0 z@0nb=g&QK78foLKJpMoApCdjY$(Cm>6Y=k6{11hKaL?$XoRAU7U`ui`${^;9B%Xj5 zT_S>+nG-Y<3P>hLB6CO>kpqJF zTXfAxRDi?Dt*7pGwrJmw7K4tv`S~yM;SaU_yq`}(Fu{~&Xb>|}HTlc9w2i}j^a`+< z9}mYle_{@v^9=~ajV!1?mhf|x@b=i_=&oRag+B^q~sY0UYbIZxLA zGCj!tC_;t)_KlZgSx-1)QSL+(=oCH-YX7S9UGq}v=J=Xtl=#KYK1KSR`}eue!732O zQkuV4$+SASx%#K%g1r@zv$0D`2a$=7E_u*BMa** zUH@;-^S|@_Hv6i0y^6;CHuk>=|4-&uFNNDIO=x_SB4~f+C~`jJAu-LV_C{e{zgG6X ztT^YSvk&5VyJlVz^E$svT~M|&V5G!E#S3f35lP34;=HsXcFZw@3vnZL_GE(R9P?Dp zg|(%th?Hg^i(clC@HOKbA59k$ouM-&y>eupMH7;xxMv~=M&wMx=NVr#P^byH*~6mS zWb>2lf@P!X&@=22^qtkq@}BQbS|r&=A2}ljY3-y`uNj?c_n6r@D;y_iRt)5Kj=Roa zhX+!(*%-?L2fz|6mT<&yN$>4-KvkOBkzzuFl!m(QCr^!;H9Fy5)CD5kz8)5NNh~%f z73+#pim+7fHqSWE$iPs+mgCjV)8%m5NHY^mN=ZmZQIZlVX(>`gBoaNv1fh~>Mn1=# z++_`ij_D%GSdhvV!l{Wgk9k+$*=o(V;YLBCV4P(vcJyhBaC%j(MM`j&6wLV*VKL2O zQlel%5Y4IWDlsC?ZcegFEuLiK%y|`6qAW~AGBYyMGK!Rlpqxr0a@u@j<#vtl{vxd^ zlUx76ZRVgNWvRpFNC)#O5hI>Lwrup^OSM_N^PCy>7GH}2$@O2#9+-#H_GsyTt{h=3=hgkp#U=OJFQYD zt)5KWf*jl}CsRw23RZVFpF=>zHKA~3BT7n=PzDpTxa`VMa+^6^i?pJ`V-|gQ+K;KAE2Le2I3g_CCFe%PC zG>L#8Vj>Eon1BaGs-ckR3W9*c5ebq&F(i_C&JuD z3)wD$v<{nHJQifIyDF9H>)J^?i7ZGulZ7=PiA)$wNMUYOpxxg&iJ_9o$wU;&ph|j_ zG;?|;n5axHq?Ilfdr}K6C&-nHG>X=E>--3eNRzn~x&UtIA!TpUw6>0!7Aj*Y=X7%9 zJecbb19wnRB3P(2%F{sIkoQer!$zG;ZbISlM^IKJcI^P zVpvGAA`61u_-fzgyq(MEc~xrvI@^2Ah3%*L{H@AU>-Xuqf%bqpltWha?m+-^q}d$d zq?9sO&`vsoK9c-XL`1n4{X6IWZ|-L)%p9B+!_pi764^i$q?9?3k|eD*ZAPk41%<`P z1=>t6b-p>|By?`3!ih7dFxJXoV&Ni6JTMW?pjLGGAuZ>0=Ny^_acOouMJ1Rb7itx{ zWO|^tEJ+R}Q4!Ob6Y0WM^cR*%Fv@CMFY90VtV_1GccDYJmzI!&-(U zkdrE%fa}_fJn5vK@sNIZ0!L~D6NQpx5Kw1+H-EX-ORWdaJSPWNT9tUAhdU)}v`fHU z8>=SdvWtyL7(^LdGdG`?8G$lkNid=xPEx0UBpBXAr>8-Lg$k6bKyv>&qf=>1yD65L zBMFgoo}(;I_FT&~+p^Ye)-#s#L;l=&0WIbXP`Ry?L+T}xBj00x=*Wxwz7~sp&iLOS z`+u?ZO3RHba2`2M3afbSyr2jWEJ}3oku!_;x%Kz5erWAAB4XY_(;H{e<19I)frK+1 zl*(G5lWFtYPs=eI&dK5PpvT1WDu4W3~i z?UH)hID5Nn>*t@WJccvn89v}lT3{J&urZEa`4Wj4>0m<&LN#0EHS-+ozOD6Re)&C~ zZ*lzY=NSGcUmosqiXv>$7(HFFXeYn6U~$%l@>-WAMkiB*SC$nLead zVGw+|w(K+GOrHv5%5<51Cu-@STyt#JUW7;VyV`r9a&71N{jWW4ugizNWT(*bdR=)d zuj%XKq{&UnGBSG4n#W~pVJYDh(`Og@L|BRMkLNB@F58WOaSQ;uNd9<k5f1Ke9!buY@Evrou@hzfQcX)J8X80o@&c(=4Pb>4%J);DZX1?rwLR*R8VfnDg&* z4#o#Me|5Vl-@{j$pIM9Z_pWciufQMD{~U4V{K9oneNn1fTe_^3g|31v5rGpqY&9GWDgKohzoA&LPf$eE2`DhZD1%xFZEzW04%dgGFwAW-(q&Saua?#Q#24>Wi4 zBkZ1Wz!9IK&n-UgU-TR#pylD46PN?v$F7p%k(KH*trfY>6KH}aV7TH`~L3J*R8S4!#yKR zqHs;0=BJ$(OKbDEYC9-sSN6{;lWpbIWnX7gktVf51v<|H`%-+&A{2zLT zV9S<`tvd6`;3hTCnA0*{<|LsBJ#+4x=91Az0FYIfNwy+f$DoGfF`FvdVo|BwPO7s1 zg~nCSv*$DO-1ooIb(!UUw;NK;`oOycsjUmGO7^Y4k5Q9KYpsY7=Sml?%klfyiNDo4 z)&E%h1uS7h4`exkN<@k$4_DiS$n?p4qdEP|oQqWrJ3Zd>05>FYq|=>(%Z9@ zJFTU!rJqS6OH)BFnR+i#l4a<+vwB(-Ts|y+c=*2*7G0SoBE;P(Lj@ti%oLF}<9sAP z6)BeQZ}+-6xCVey1zI~b$6Ni|%1x7nnTUFhPIJWJ`9!>stQj&RDC0_NqjL6}=$-jH zc_q4x__UAj1^-_f=~TLta%6TQ(aTGgYpptGNW0_%q^mJICghC$J#4y@1|z2+n1<4# zWu4Z?bOy+SJ(+pQv`eED)JhUzn((MJkn3{eqBtjo(;y-VKN!jKtI)6E7fz??s*|SZ z0PslkFb{~(%KVDFcu4y1ZixbLn%OWi7qnKcb?(D0m_nA;cpLUSVibANO3MtLu#fXHR*nj9^oO7D{ z$pTYPT0u*A0*;u7#0ko;-6x;tW6XYfp!ZamB92TJks=TwhMVPZo0Tt|T(CxFdPXK>cd~I@s<2`&<*kY| zdYQA*SfWG&X=SILu;~z4B3Y+qh(vH?Sf|4F%@CdF%WuiFT%OY}%Sh?(+k>+EJj447S zLdhwaMFL{h%&J(Y{#+s-rG(1PEPWQw=E;4MxW_A*NhHyLFbQ*0)>ZBn-os~zpfnV5 z;tpnhD+%y2wwC0}K`l$-+LxL@o(fX1>xJ-#Lfbw6o6*3XMz}9%nuitx}dCP!PZx*gwZc_J+YjgiBs(qDLI>WX%wxH zmN2rJf*;%aq@e|CrI@w{Gf9o?kvdf~il*{mdAb;g>lq+l^*m^HCks{g3wl;JX`&*5 zaJWYVg(QUyMF)2(En!iM1)?4)rA@Kn<|*VNDvUr0Po>RJosilr>6~DuO>~QMOd>25 zoU>0vuGK_8JZ*61+yaDD<|Iy+JZA5BgO;V1Wo1YaD~t{0%pN!$+POrs9K4L!8os7i zMyp(T6dRo_nt_ZU?$o=GkPMAtf~e&SyHsBn7dmWl*KE zTx-6cX^~4pk8ZOYx1vSD-jy%&nd_2d52w!R{mf3(Ba?an?mf?AbX#AAxpF;n#-ND$ zw~|SZA^V9q16zua8^@t`ZKF^ul`)Y}W60=Ww7QR6m0-Pf;0XNF3KgST+ zhcc53i*l_-^-cD8(aJmemsv=-)NwKWA36(F{o#g@!tfG&qxvcR0)Lk1OztVY)x3R{ z>u2YG&4UH(q_Mu}?Sn6~@3x%(JQFM)Nl9xVmz*2AJ6*0?bb>qERikChoqly{x`QNeKclmt7#kcMQ%S4-sWIB zlTcMTC8@G%UF#pu{KozM1483~#mGERehGhcijj9nTMNhGF->Z!9{tW?y8KkRjXU!r zE+06=i}gUj%qFYT!u4Z}5y;+WWDd4zyVen=MN zBxC}K0tj&??3BSdDDLb>38t9DnecQDr!b-<;vh`K^z6zno&f@@Xfh>)d24E8Xr(M8 z=ptzzzNf91EJqGdg=nx{J1QEgDI6UlM&7Dchy4C9l z@57dD{{4`bJ`U*z(uZnCv6%}UYur|1=KIOib#s=CUf%K4X-th&&YnmACN^H{3Xq4- za|n174Kf?i=F~ohkrbg8=gw(NXU<`=OjsBYU~$GsKU&eX{X>}#o99`2u+mbo$mzj{ zEawN-mM{0CexKjpTf6P`q7uMIE&gm=(*tB^R zZu<82XjzJ!q7R&faN|sWAN%(*q_3#;LzOa*do^F{wG(vAqNS=D2T{?S*~dKhM`6jS z^YGby-bn@%xkbfAW_5;kIw3H??c|l6#mcj2_s|@6Ws1Se9qHfQWsd>$KrTm~A zCBMY^mpBKb?1f4(6hTT|uZbEZ8C3Q&f>aiOdbfEX%PQrnZTd(TXL5=$(mL#k>+9ZoL<&y zGni6^mj$J{3!R4Prz<6h1u7}kNm3Og+o%$lb{bR*Vw@2sg07iK$STVC5wbmW~1+iuuzhx z6QwFA5h(foj-hn!KgP6hjsj;^PfiHflZgnC$;c9Gx*4KZmMRF=WO=igy=oCyIw_Jp z@`;>8T5@3#LCiTL0}#r^jhB>&2zY7^HMlV#$gmWqq{1a)B1bJbGu<;%g4iNh&?;xTmby*eGdj}2KnlsmflIv~?$eBvxs;+J z5M@D;Fpp_)(^8l;IRbOUT~NfEn=mVvmP~*IKcR4fxzBW|ji}CSOTGb=8R?M$M{-hT zaN(ITohqcVhIbri4xg7#Au`R-&zmQMIGhODUJwVu;Rv^^Gt`7!g~-CqEK5)erb%$0 ziRVk!rC!InnXxclh&$6e*U~$xMcikW zIsb6AYtxL&yp}Itnji{gvU?7`fb1wfF1+L{S&I3Wt+W_K_ru$pyhFBn;96qY`rE)hjQJPblHk(n^brv_+k zokhGyKRr|1AEvp7rX(PX*X0h|jLTE`9nu6_#U(ZU92~w?R%gI+lDS!_(DtolDLg;U zZ)cq3NzfCr`|X~W8{z{zvJ`}w{xR){T!Ft(*{=7$JnRo!-A(l#2oS-^6b}brS)wdD z%roo4YntH4nS`F~2vtJZKyfCTJ?t0kI{Y-BL}CQ$F&zW+9zi&3k&M&z#^aT(I$W`V z8c1&5Sb3kU)kpf1f{p7Qaj+Q)r-h}2rz zXzN*@IBQm@r+>sWws5+MjfN8QB;QwvU&!w*C3% z*Yl}RtVFJlg)HLtaT`3B77jczv2qF2+nL>$xTNJ<(PzO@v0CID8L{t#yvEvn(rK@? zJ?~GKoBndUFPE3{G!ND5l;rlsr47TBEw?WZ^-J8Y?Dy(PgCo|`o*yq4JO5WuPS3Tq z(qxdrBD|7ccXDsUR12UQfqMWM$QOtVcym6j6sS89Q1Co%>#EP~1y!!UeT#kY=a)%K zKmG#Hzqdw$b^`&9w#h<7gtKdM-od)*WvTV@>E(BoHJIG#$iTXlwF+V{r_|qwk4}Gwc?f0$A+I_U`Bv+1!z}dP$JaJ?ZjUoIHt|@~ZVbVYBmfjh zK@^zou8ET<6XgG(gC?N$YHUg|3410Y2*C`1Fh~OkL1YF5bPvrK)4^SVvlI#du*gK= zhC6bNBrqEuCqYG8!AbCmQMwSek{+1@!HdA@lW0XO=IVw-Qj$2UnFhJ%=`au-5Qri( zDbFUCk}o5+D4VPo;@6?S^7%tTG9ghWz|8FmzL{XB))d|`E>L0x4bNw zfA-&w3F4(T${NQQgC3y%@EJb-R!EsGxI>)~)A*JvBc~8Iepq6M9BG1#PC3$@iKwb{|Rz83blFLs^OzVZs< ze7ap1I4?`%hxOfXM6}cwZuY6ud!Q^RWETBSFzD@D|C=w^c3;*stPQs6aJ~CE76DZ* z+aIbwXumTYRBzY&fnv2bBzA-lWXw2^^Z2-Jdx30Z#DNu1I06O*Z=bPlJTuePKMF@DL~)P>>eC|1yvF`tXF=(isPok`?34x0H*+I#Y{bV0bYTFA8blLa|gJ(mqU`BFp(3 zrtL|95t z2^0Y4B2}vS)T74?X*lK~f~B;#G-0Z=pt2h)pkv7>r5#e1v_vFkf*{CXlsN<`8N$QB zK~ln@55O`Qi~*Ct90Dd&Fl7>#;l$~!BPVYh^MD{2n0reV>q7! z9VEVYYD*M{LRNB-;lKf8PJs!CQVUju+w=jcOa-wNsSbQvzT3m5W%aq>1WJfhpj%cb z@HYq(!oy|)BQQcU&ke;wl{ML&9MaiSlCnPf$IO1NOb#*W=rK4aj@Rm39v9xNa#d20XH9NNwk90M3<6f$?)JW@T^`>*)>Up)M&UL)Ai8*5q%|BK#hXw4ezvkfWbc# z-dT(mqE=3`L!IhYDE6~2@Am~nOM3?jBJUH{2OJBJZR1v!#OfIYv&Q;b_8c%KLP%3j zCK5`Cn}l$Fs<~I65(nc%j_LyIL)IpcC48nvo%`kfj(4qiu3N5OoGvqCE;%1e3^0Pi z1ZHC(sNe*tzvHQq*fxKBm~BC+#Tgw7mg@NP_TqK030~1!XmI&mo8{>RkRwan8~P)8L!Z8~7BEvoxyQ z&@M1GoDk~gY@MvSw=&lKkVTz1nWc25;0sT93|ia~nQ+0mHhnr?{$^q`JD;R4`g@IQ zZG2)Hon)~Et=zb+BrE&U=6aw#5a>Aa;eu^BuHT~e>tlwkinnD|n`7!y>a**W=U*p% zez0#A%g;~$*SGEe2KVQLzw}R6XNBAS>4ZJo;Pv2wG)Vu77qXD9I1Hc`KqEVrJRj9} zY8zq9oAwVWE-Q_k5Bf0v@a3cvXtq zDhfL0X)yxE`NC$OWr7){G;vG4AL92FM~FCl@1Jzh{t072yV2k?=0fnpQ?}wCM>)N6 zu|hX34jjOT8gp5f#kHp$sTdT5%9->!bfBErw79Qh7741~P3Webq?~hN*SfB1LJ_hpX4<45! zIv>j@D=e28%YFY6|M2h6<1;yJK~Xbs@RG7`2H&&J05?Cd@_oYVCJWwzpwn+C$sBD z+Gs>}gTS^t_E)j%MswlsAd^P*$!T4e2g@z_F_#u%P@vXJEl+3rP35dil*_ao@R?-` zFvz8p=z8s^*1SMZz5a^%OWzQvGn_S!7Fr_68B97~x&Aoo!&o}*5lkO?z2)!46X8AK z6{^lAhht1z8Q-yJtVv6@)A>$ZFlvmspL+JMnT^V#{vPTAl=w@lJ>fqX{)a>^e#7}; zGT?G~{P^*-_uF#!&p(a*k8d98eUk#v@BXfQaOOiS7b=n6YIgg9Y(ras3YHCQski=g z{#x*#TsxLavW?^CJ@_H=xc_e;#-q5PJDH z9V_u~Js!h<-f>>|r|U;CjR!3H%k^#hVtHTB-yhzNVy(9ArQd(}%U`$s+HhjomgVok zo@LUO_52O;_PbvmK9Bl*wF9m>=TH23#N!vE_xW{Py2)+KQT7+wKbw{|_D9r8a&K^@ z-&fk7%0HeXp1$GkF9HiMGNJZ(^jfa*^{Im5^#l6>p1NF?FKzpBb$aq&|8w~%|L#9t z;&uJ_|BlQFKR)T7s(f`seT{a^^vYmd!>l404K@fUZ{G&H!45*)^xR* zzpkS{_Fd!Y{jn7OYDisagerP>9@esKzxIc~=NyUpv9&gB-`2ld=#f~Z-#1`dAK#V6 zhc=r5eg4Cv?psI3eth!z=r9M*^62}QkZoJZ^FD;$X9O(`2>C0^kKX>!*Pk7O{h3HZ z|53~9tySIDXml?5`n;c)pS=8OZL|C!ujS(->~Z%ldZO0ogbZh=`nUip>t3cR%D>zmh_4v5Y z%Nma@H{Z5z7q~tYz@2UvI$MMwv3ZlT^xf^^@d7O*gm+OKh`9AZA1mT@>gPAqd z+TT5_dmdMwN{TvTT^^vctnYAKYhYV9ZE?>Jko&fudVPD0S!Y~YIm^JeJTsV^2%<`@mxg z;5Q~H#E62TUg)H%wJH^FoaC4TQk~L~Jf)74oC*jdjG>ku36^HGa(O0x;sCQdxB)-Z zwajsXcJKjd3>-8)vPUnuLWoB=B%+rJrE*&$+)A=hk|Y*L0!4s?#EDXX*&u*2BT*8= zb3P=m3>(XLnwCOTR~`U>fjKY%VkQKTAh!mfbKFl)lv)LaJ*g+G28vODh!6>k2^v8| z>rn`RFfeD%P*olX{_G@_P`##ox(_l#FaRYiz;1L0w8Stdj1weCKY|y?g|HzYIlHns z3r|86qzX(VLRi88bc4m9P9x1oQy3F8CSa})lxxFBg1aijv{Vt^79ySfj42E(H5W(` zL@ID5vttrKB4S2FK$t8w0|HQi5)heyGBXR!Ud*Gy-4B-kzQ(_UTgP?o|kujkrAvMyUeDp5*-`7rxE_q7P% z>D*~AShku%mT+EYqqUU=WEjItBMdQfnkO-0L4s06Bol1v*XWSTT57h%G~UNCm6(=T z9@)3^U(OOFuRG8If*nEg#cAK=A^^aSZQ!#{| zFBfSv71iBF;z?UCm5_)_Q1Di7-w zzoY$7DiJgKf|2-T6}qX7TfivG3JgJdHxosMKqqoY8~yfsww&EzzCjdeBzdR#-r;aM z%A_A3e=<#-dYBFhOLCD=sCR|v^Lht$q@~tM66m?YxE~f^*~w-ObZZe_d)JFqEQJsx z&11UFh-0xukNcY`HNbsuYinjD@To$N-Vl>D!di?Ct2q8H-#R>Zt(ohxRz!Cmlg?r< zwY?OkJkJ^bm8Eg3psMgN=SY7iuIYWK+1xncPm&M{dI}|@phC=yVK&x&{MlyF^(EkI z_Uhxu62H;;2Ja^}0RI!=xCYjX4=TgCQZEAiyE5n9%n={`ctC@SJ9@<6kU)M|mt| z*F>@^>?(2<%*fyfK51Q~uLoM{kAU@BP5BHYt8 zlXF>_3Xzz0)^8jpNEvtc55+8mh0=&vE>6^syUtNi2z`t$4Ok$|(lrr?iW~Ra++jg{ zq!2%9vcq(kHcxg2P2y4|gu>a+0wKXxb?9l4j!icq9{i7c~!cz><6F=4{a`O~1cOgK*J{(6i9@Gj-i%IBBMc0k7c ze)6IAp;H=C+vYKgM+D5$rn`A)^c>@@ir0pe2@$du1-;`rpuWD&Bx+a*WUI2!r5_5% zaHLc3&hH?tRX`071BT;)b-_VusK6v;uXQKg;3T4@2`~j((GK}x8Tsw}IqKieeEoL( zQqQk0Kc>PEo^+1BaV(W?_P+WtrAM?tPr!E<3-gsorSg;Cy;|UcZjKOniQx z&y3M;sApZFw&nHaV-90ar;74WsWAjzuqyT#-!QMmFQVS^&b;&>I4AhnN+E8li0b@t z5ZnVs1AioG>U#U&^GupTPL6;x7{UDipInHexAFv;=D`c~n0;EQ4|oQGXLg^#dMgzY z)x)-BSC@XD>MAIfL+z{uulw_IQ=BdkYp^Vc1^VWBz2%sGKk|GP8j%K>u4Jtw1p%gK zgaRNSc-WDL;FBXyxC*UJK0$HBd+)c=4OD|hDO*$qtI73Yt9M_IK@Pl?7dHS6!Buqz zg2(J;+&h{j(3~9{BEl1sKnfH}PIXsWcT2}^Im4N969%pUw>qq1Fu>4Eh{7V226M7T z30#pJBSeqzoASM40}Mu|B`YSHmhZWbf-z}27_eYVs-9xe+M5wj5tpV+2I!1jI}owSAHz zm|gwM?5F!p61^(+j0T3jKN=gu5 zf*}Her_Z#JIZyq`Jh@OQ!(nC;;B%>4(zgIkwq*85Ov@M$C>y7vdru%JfpsxzK%np~ zAU((-GZj&ZDsZHE0t6wIO3@&Ly-BQ*zXD>ZP!^fyrbtu@GXS`onQ>jXv{GiGx6t!O zChO52bG@v6UMzt7hiVN?a2%fD0D#l0Q;8!zPv2z^ABY@MJ zXRCgt;H9=mK8Gd>AkHyjOCXd&?CE1>s8qpH84rmms+8_YiQq*uf#C%cBWA#m615Ui zFdHZWCYHovR0zopA`>`n!UD+dsUCnR98nafgfr3imn*m%pnB*OqGV`Bo`41k;Dm{_ zaae+>XIMZ&M54Oa!?6G^1u-G5FmkQXSPB;ckPtvXH&e&i8n5?AjD)$Uw%%D#Ys>wHU$u96Gh?(n2yI z)e)%GEs^G=2e3jyfCeZ4&{ZvKDYK@#_m5r}ciNy%i_V4c#3~Z*kzRq+Jw2E?)&h}{ z2%8`VS&a7*({W*~8>;@3O|P$;+;Y%8&Wf1Em2`d*t`t1JO6b84Pr99*Bl zCDGh^suKzp2IHVBx;lk#o|$mYI_#0EKla2to$h0;^`d}I9TvQ-59QWj9C7cN!KA4= z)mNK+0`l>&t(s5SPjF^?xcJN2}_EFZOjTh~%r|T(|sE|QAkJGh5l|=B$5i!opJ2|cj z`2pNy!7THmsVG}+!ViCncR;HIRj5?1AaxKc%&iBc4+lgHW=mj=Fl(*dZKNss0z?zQ zJ!`E4silGf*x*yM0TvR$#ll#FllFzS1;H`y+B5p}FfEWa4H5b(Ft>jG_vcM(jbQVH zENgvCx|5yc|2xnEe#yj4C)k94Ab-4#Zv_8b@`G;abNBWSYk7Q{N6mA{L#%&$ZSQfMOy7L{Kl%6s zU;o7Oo4B`y|f^N+&)_d8)Z(1ffbn z%1BrBpelsyZW#k{IGT-9{I5e5muIFw!FW!^#COBrdii(Ag_b?3Bq-!r;!dDh5}AO= zg#f=BJ_0DTpInrHAsK;*2s6U_BKrVzaJ4hTArdn1P49NV$9Yax7M_^z)YqUr#it(LuZ)~s zwHLNeGymJl%|RkNl~?2YJuhQ&I{XdVa>`VV62d5u@Y{SFoK{y#ux*Ah(ZA&a>yG5ZFB1T zFPV#)7UBKrG3|twkGJ}M3|K~cToc?NU;=Stc*W>GH433lC0^1RuEx|Pxj^uzlsWZdMb?yiQGY3{C>*k?a=<{UeRswxIQ z)|uKN>g7f6PlPK#OY%~8UJwh#=#>#T%@e$?+iJlULkid*Ui4R(zhCJ#*g(SvvxAoA z$rIf;jzt0>2F^kEJ3LU~#U0c_2U0qN#=Lodq@NOb(ksw);m_%={!8PnhzV*H#~J}V zy;f)?9b9aBq%7NR80fvOyU%Hsmf>TfIkN=iP}|EBvIm6cKx8&Y9}Hbzew5Kmw@k<; zN>XN&Ge5@flY=?K5gl5SNEXTkE$Y4NH#K~k0 zkan1V_|VY^dm zA_uVn1A+nxEmG<*4;UoW3UNBPVN9VX0?U8jT%uL z5EDt0B0~`aiPs;HP|`34WvaOb1XYWZ*f|Xlk(2-{C83|TXJ!Q`--+iDQHW}rxHvGN zCME$U2GDQ}H9E=nqU<;ViEK6)$hXFHB z2-Z2gD+-Z_EHgdaJ-&O82+=3s^{K30>mhBLx0}Wh;W;3h-#DW}(hLj(N5TcT${~Be zi5YBWUL%`BODGs2s)C*3lmzg|ED6Ei+lP{lXvQD~3(hl0PS4jcD-nY4M8i;~A7&sK z^8F(;S5~fq1>gWgBqGK_L12nn1B zNtU1)86amfp4xhHAOU~_8I(lkJ@Bq@7)C}-tcd~?$R(3)ditHoKuu7Y7{W1-kk|vr z5CCZcncWOHAdSF~y%s7`LM3y$oqb*x;iVN4w1~uygD=+5sVEmpNnrB`w?dei9Kh)w z5rKqQ8xxwcPoS9sfSd%V1`g*Tbzzo7A|@vTcn9-KdGH*T6T-lp1X++c{86^A2dKZ- zNJM;dtT-PZ>bDQ)G2u$hmt4?A<3UfRHK)YP-_P^^UiA0$!F*+rIA020ZSmoU`oXto z^034oy&VNhT0%O4H>Of}x-11EkpROYzB?18EVaSolZ4YpkJM;%GQ$V}i;J}AxCsaW0;+|37*;5k6>eu1j&wjTg~`(yvq_ebXZWdz z#n%?VM!c*odI)g4o>|id$%mqUTvDPI(&ucO$6mz#!!-|x}HNAgBUz`y)EVPuFc!DthwwGFV z@MpzK#wu<}xB6K9<3A^pAeG zV_fS5nnC46`7@UHnU6}v>B$J@UT`ndqKxBFTCC;3R|>K)W+!wWy-?3}u@&Plze}7# zRN6YB+j({^s@De_tDwef?LBUJfJz z?l?s%;l6OG2-VG%(o=p(x&?$L>tJLpM0QJPxfYAq^wN4!gq5T=nuAY_`7z$5Rx zl_$Boe;lb)E)_Qn|I7IL=l1lu><_1VKklxHL6B>`l;`qOuR89Bp7QwcIYUqVGw37O z$7s*?=~FF+^UeHz^5E5;?#pVrAT#jCA#!QaZ*Sb4P2y2XcVA zn&GgtL|$PQfN<%6a?UeM6fUd#w3wz4aMeDgdkRX^z zbitY6fJLgfb?bKVzMg|06R%R3hf;*gow)*uwot?eR{ws=WQNco!ZAQ z6=$I&KW6VbMqLsgKeoKioPx6;;Pf1Tz_=7Ce|!Y5!Vz<3H~JRvUg9nRWC5B8BFs>j zpa{i;Bf)DaO|v9Xn7O-Y%o&zC29d0F7unUqPVF!2+v~~RFG;Bf^<$f|LcvTz!UT1% z5feNeEc{GyF5rb?iLtu28KibDygdjRP#S5ZAu%JZ@F@E|v;&XGqklvwuzv(v;+WWg) zHX9D2W_BK>>ki zLXK`92NGr)w&b0qh~CH@%ppC)JTR$pSvVmzm?k2U2tdZ1%q++mfhCC80m1@ODKteL{6PN1Kr(uee#t;^m-bfC&aP)8mV`5@NC`_z=uWU^~6mtRwAd>L% z>Nf`!E=(mnM?oMIfhjG+08MaaXl6KKaLr64hX`U8b^;X+1TEVUDgX_AC1baD!?#jz zhpk9NAQF+8#6T@6y#p5%3U=1({*Ct5JiRirgw03V11?vVo%*cB-= za}EpDa3H{R9N+^@$|_Qc&jdtHh{&LD$rPJIcZe{S036kE)o=|&q?si<2(htQ5RxDw z0{kD@(MXS&30`YK zErv-T#2M~}nJh)BfE|G3#1@PR1mIu+R_73|Jxr0DAaDjG;F?#pbtN8C=m~B7Kku)U%COhgcbJH zyG{Smkl#;fHXWqIJL?&aJXU;%0ims#C zT9^NkmYHw>fZ}Qs3;gs3Ki{K@JvHQ~GM}+bSGRYR7xEp!7Qq(XwFZq5Wz(Sm8oa+=gW*Ex+N8`rjd zy5S$zy%FEtevwV5%rR~?;SmdPVBwNLN2G(#EJhRmjWKh5$c2JG+`9QIMOGOA2=^9) z!ND$x_1O7C3k{@u#NmpI?2ivP_WMm5ytVnmf*sct=O3HauK#JwpA`$z-4^op^9^5% zz5>?w^0H_c;?^n*jPyl-5}PEPuccyHf0!VlL>@G5ExxV5<#aGEcGQ+w(4r^E(YVQ2 zsG}cj!q!r6uBm)Ry<3?3qYxloAr1nm?OE6@n6g1hR0?OC+HuAT5ve-ZN@dAfozUzV zIM5*z!2+Qs7GRW#p=wYZ5~)zD#11~fULb4Y;qf&w$X~=O=%*A6ER%_d3q*P_TB#WO z&b7wumKt^j%t(Qx47Z7iq^5zRWa^VU=&)tPWDi^e8d3omH409aU>-%lo zd6D(9zdZbKzKtvu8%@8{x@`5CZdBSoPaRU*L*?_$wQ&1Na(BDG@9;o~q~p0jyVE(-m-9I-K?+3^kE!}}yBYAGU4;i05?`#9Zk zZ%T?1tBwLh=C9DQ@Z6X2#k{K@5S&uQ+%xO4N4znXhT`}wO(dQi#89~Sy z00C>p(0S(scS45-NTd;I!a zs*ir4SA(H$!Gil*ci-fB? zx-cQR!@wkEKu!$R#F>HuzLL#Gy_uHBflnpP@f*@dksHSoVv zxfnu0sOdhX+Ft5hK{t*?TF4pkZRhdr(PYq##Iw z$nXFo-ystbiC1Ew#K`o-m>&`5lHZ>ZSV&=&b?fhySmE&v|j z1Q4j+`-DVp1xiF@6)1?|bAF@`0_7MHjs!(G3Sur&IP?UM?^o`~nUQUY>4*F5F_Hn& z!_TlZE5by`m`RxgOay@8&>X+-!cE=HriBSsEDK_C8l-`_dw_Qg4MwgFxgeEHM-nat zQ=EYaGehSI$y>VIH02d2w7o%{f<$KBv@FlIyu zkLi$z7oq?(0`x55OVW~@M&D8XfdYh)nHij!VxNJ=YzIi4!8XQ1wUBCfqXJ2$iaLow zAQ(p=Kqi_oLPK;6q(BPPJMaRsqBDDP0;D@)APK+$2oeCG&onPAK$ac=pp=1- zJ+lx3Fc^-RbEt`z?e;_68RpH#?U-lOwH0J?XQ?sOrmh0DRDjY0T!D%>fnz}EOhRGh z(ub}sYvx{< zAu3kOli_aX;=g4irnVT}-sd;p?B5YY%2eoX3a;TJeCqZepH`Llm@(A{hZk{!k+>>A z7ywL;V*x4ax|Yi-3vCsbSAYMAaXaHLbI#}Z_xbog`24T*2HPT=>^=-;?o^LUlWaU7 zRg7r>TDM|e9ySs@bhwx7O$=%X#H}rYB9XN&QdY5fJ%)tUy~LHl1P6`Beu@sT-Apd~ z^YqyRGQ0v|I>NLZP@h2}BcjiF!g=VM?|h!y}CkCP^tJ-|;VhZl8aupZ)-~%z9;g zF9A>Rz~>pA-6ScX6f(3-TaH!2QM?*m50*Vasbx* z?JSrsEKX!2;Pr^&`n-hSfe3+2PqS&jhAWpx=VJF8t#ydm7~CosSh|OUyCY~_In+J9 zmDLHp11togkKWI>GFDoiyO}(0X&EL~2pDIrbzfzZJ=-o*m7IY9!O5M7So2_sz zm>%96-qAD1c77))5Da80l1SLNB5hUd1?L0AZ%B^CVc8rX&;H>E!!&xded4>TC)@^f&IZgwJQZ%8fFCJU+BI`}0EsG%Od~g+G0e&WVE`CpS4<{rl z1w;UW2pG`kea2ufAr}5yrdIjm+K6Yu1i(_-zKYe3dD?ZH!B{W?H;<*PtNXm^t;Wva z0E_^F$es=!0a%IUdzXR>w@|!xD@DsKGSey3gFUN3$y%1h+vw#~jt;6qClSL+oGZ>{ zQdi*Syfc<{Nc*@R+tvz|(#_{cfj~A3Rd*-|nBk@lF|e34F9Ii*Az)H6FBwL8_b{`Y zuju0Yln1CJ-n5#qr8D*lU0a^eCtARkhB%j zv$z)S!~Sqnd`+A&nIC(Hn%FwP{zMhm5}&~$eg2!?isov;c5A_Vc0P&1Ii2_lgZ zlNb^Pk`hXWud)>WP)LPFgkp-SnwV4*N(3-8p}my?sBBs@QME`0h66-OCW{xrl{TUZ z=|saZ19p5}S^xlm07*naR8&DJQkF*xvoR9lfp7&;g){YFLS#W+M8!>`AQqxNN$>PM zX&7M!$iV37&Rh$^P=`PiOiHfBV$j?%-<5w)0p=Bf*)G(%fz^}(guxMs49OUfOxt%! zKt!nbaAdzNv|v(D0<&W#K~6^vh=f{~$^Z-jNEiZG*&=&h2$CW-hkFb^`rSV6T`s%= zw4CJX7-cCE)zQsE$Voe^W2u8`qAi(L#H7uvt_ENtgax2hS@c@tUUE7WRu4F4% zL;Be>2n!Opdpd|nDRRjLGcW<&$dZ!`2&q63&8y<13IU5NTP{qczvU7 zo957Y&e%6V3+v{z$WB~z_Ho6v4N4;B0HiS`8!~rK7YrTMjd3W6v>nRgQTgHv7zq+% zl{P#qf`v*?L17XK@JwV1CICDbg;0|szyGyKvJlW2Z#bsf;6!e#_LQ|E(C}V3!wwFr zNFHcmz=Q=YBdKvMp%gG3%mweum-bEzyEBh_r^A-Eok+B{%;`96+{3l9p!l%l_gCB- z?uE-5Aoe|e6MhS7VPrih4d{-Tl@)N!=~x0Qn)CPfiZf9)I%odU=vVfPKC=DQ;M=(F z^7sGK^Igiv$8IkB`}7QNjpW3=c%|VCD?RUnpV??VvtPI@WgHZvR9F^6foaMf1IbMT zB~-O{i?iU^E}z{)(A3HhU zjw-aC1Fr*0z#^`Z9X2L57%^^Om>_6?1qk1nQcjRY!ZL&6evUCFAw16aH>oEbuU)(C zBvgaz`1*@lmHi^H$+F_Qxt-p| zo{H4H)I#rJBdO!VQ}zq+&$E|8e;@5v`}j+Nho$`6&|gRW$!#yUx47R9xy*&q-*-6Z zThGS`e<|}TU2X#(Y5vw;uR<>X7IhH50v+M2*iRFGGiXwG5SSSO4eAmAQmK|g=`oKP zBN0%h<5|$qAA~9vMFfINC1JQL=*&sDIPMu|C9Vz9ze)UUaDt@7;ugbu+TA%R7_*XB z%S2=nbT|Xt{oTT&?AR({VN4-K>@!}87cLEb55oxNq{1|01Fqm_+MWE4I=z;p)%~mI znw~(4%z-U|g*Uc2XSjQS0L1JA^G|h3qdpTa9v0w8 zm`?c}QU?i==mC-F7CB7^5fBvs37ZKsVOBo~-F#XgCeS>5-UI_dp_q_!hUH{jir~_C z6rprMpbS6`O&|!yASNWh>Q;1qCm~vTBu7kzRACYiOLbGXgW<$HFe>Vuv11139rAE{ z=UgcaL*2FjjN%S!@fwiRXTZ4tt)&pBMHl=ctijzw%p21sB&Npm_*Dsv$bc0KaqCnL z@iILuNN14%5~B@>MzBEyS|SqcfFAe}G*X1i!x@r^MnIY4oQEnf)465w$iw5V=Xv8d zq4^MxenZK{T0SF zN=|ds4<9z&F7I$3E6QSSU=UoRRoq_cf_XF708JEk)#442J!sxKDTrg9bK*2Wief4v z1$asGoQO^Yg^CG-!y_8pX@y!W+M1twpEQLSn2Cj+#!1s7Dj5mvlTn?wdQh z_1^QG+!~t005r6qscPqq&#{(2NjV@t&b$WZT36vJTE29;S{8v}78nMn&+hKL)gF#T zj__F>xE=kn*4U>80%y3x(wj6JCsEe#jz{ytw3$OEXcB#TOOEqC}9hqETO3G zt1YKi9%G;egclmMoQt1SD#68g@fhJF)!e{(SZHlrlWPJPg!{ry!f*F1v$o*kjwnJ% zT&6o+-`e!XnUES{UJD8YkC^FW_&xQCxd|`so|q3C49kHT7DZ748JP;N$6IAo^pQX>7?u_QxfhWM}b7Cb1O)^Ks zWoonRST~>+OND~0;N9Fk5Qs?e6>)$YMd7+cUHF08ogBasgbH#?nF`SnCRgGeOd=;@vC|y1Hg`}@thiRTnmGzb zAb=3Bi4`*iW-XS&03JCKtQM-A;a(~g#x&L}1&RcPB0-U|Tj>Dc1mDHU2#$0xn~aIV zir|D;7EDRy5!D%;5}XO7grNmYkOVv+f+H!>{a*{n;Rwx{r7<@;F(%q1XHLo^qN;fS1!NhEc_G&CPZIS{N925wWgE#<~HqT+1 zjs%2)6ZO4eX1ZqfVv{ljI8dC}(gGMIrpN5S9av|b-Olb0V1r{aNs3zxiw~F4 z7qD2xDGk9&1>$qv998bhuY)WDAgwIwC$Nzu5@i-NOCvK`>|2GqU`$?!Bt!ty!MJ4v zd0A(D90h>A$E_eNT3Qjn8pt)q?6anBrM%U9IzuF701iMfyqZykA1vI_qh?e_DBvx$ z;vxXb%*^68BS!!wmP_pJn&KFUnUEBSQ3PY3exC$f90(L845dKv-;$7-YFW%6{CgCx zyCgP(r6%pBiQ)#NOQ+P4QGf8rZ9Xk3`s+WqxFOe0O6bn01XL}Dxd&62}z(61(d)g zvN60;LQQOe>8^c-F{4SHosUV^tRaw~1N8KHuKFDA04Q9jkYyiwD$KpsF-Eu-VyU8m zv(G;JqXR)AGjkF30s#a7KoQ{pSwtQ{c2n{B!O$QbfWHUNg_%S+f-nn5eN`5IV=x~- zz0+FgN+A;Io1U$#+{$mb9FgNVMewUHPf5mnFaf{;UeG1#%Tk{JvmgI`^pZt!k-4lp zmT}YJ#3CrnD98D>WX&868K--*7A2&$ZmYwRe z=K2Ap5It1nbt@ORJV|`q=Jjp*pBgTVB{fi6sjGPHbB6uK3vX3`7$YuJsBIW&5*!_^ zXSh0r2*`tJF59}dBD2rq#)4E!>NHI5lSL%JTvd%)NhURAg2I?d@SVH{l$PXpd2zi% z&ceQlJg|)n&KT$DStrj_h1ejdfvdZGrrr+kG-u$(+r(-;}HAbh4@mJOKFlv_!!uvY#X)Kp+7=i0d%}9c~>ZiJH{uAoGt{VIi2OjgEf0VB~Uu&LR-(zWbBKUbf9n|=kEH3-* zrNuGvZr3$;UPB11ku4J0sA6!05<>=tMXIAg!@aaGv;NCm1wTKse8ByR7#Qwja^FRE z;|m4YR8^l%U|ryF@FAyeNC;(TP6p#Mj{8Qi4bRgP(3Ht)!;)77pr8zate`S7dRIF) z;Wlb1)j(zlXyBZrFEWPTnsuKa_uDmLZ*p;?9iI|M)|)RATea5Cw-&Q}Zl90&bKp@{ z#w>Pzb5O+l?q9r`ls?ASdvxEQnt!R|lEGtE!u4UJ0)6VO!%gKutZnPN%^#>d()ypM z-0J){=eT`-c>mfy-(r(n-=>fC2dx*6`<#hikHm`d(?x$1zIFbo#_{9+Ir(u+a6Fgg zgktAdhy5_hxyVynza)6KD>*OiQd;qG2WScGUH}GF)0Vb3`cnaRFrbszG}Byz=1!gv5dal zfDC~F(cMjlk2||EEh2;hk>MB()#8W_$fw9?u5*rX~yrbGkz5S@?Y0K`J3xN7v?PL7s{=U z8}v!IkU#$Lhrb!WP3^xR-`0p-MlE`8GsmXpz|}2Udo26QG4Tj_lCdrkOPGvWbjJO> zcevqsUM`#}Y)|FkcYbJFrSKJFpUSl7F4kMea{w^bIFk8zIlqinUV{_46`fh0X1YS`#S)wq&Oz`_0kAAY% z6F75JCKO>R5-flb?vO!Z&C-2 zCrH53@%GLGD^5pN&C(gDaYj8+Tb8N-`zG$!qsIs;^M~3HTLA$)h#f$U5GxgGN7`=3 z8YX5nMRN{$Ci%@=NVzmFlaYHKi96)^5pki6K|Rtz=)@tp;W!S-^JID8c)%V)b8FJT zs*XOY_lX%>4NT)GTsB`oQ;4e+z|s9-unxB+PaHR}L3%6dllABVao*|!kr62zf|I2P zFBH=1BLlM`PncjDJ0=v-oi3Rv2nh(lknw$as7qCh7=w1N0!1Jb-9vaV%^)R+M}~z3 zqN5CA1L?q83iCOjL@07dIz|uyg^k$Ng2q;D-)aeibP2==L{|(eWIZubqmMCq6-;1L z^D=Rw4e;QKwIo57B4?alzS;i~j*t?e?q+rayM=W!3{PYXkkT6Q;z~Knp$7s`2s&eY zCk!z|IW}eiEHGFNk3dLHqM6n}5JCpaF#rBWjOcg-6@=2} ziogI$=xXjYj^TY!={D^Eb-;G|@F!j0SsxXK_dUXp<#eutnmxYBs?q>JNBHiT!QH0b zCaTNJUQe4JcQ{HQ3hr+VKthaC2@Cj81MNK1pah1qL@D0IUc(<64&@o~g$(%d*Xi+k zg=HxhE1B^yNbs0!KgU*TZu9BObXLe`_Ya4n@!EcTtDoG?=TY0SaqGPt8+a(d0cEVG z`mk%&6dM!=ky0b77^$mDg~H<)3)D+A^uUSMT(30J-JDFPjEQq@c@n*Ne|L~rE|1gY zZ8~ZFNc&Y@m)rbX04#OU_s5jSl4A~+0e}DP=dEAY_Oo99-tb};8Jp@idi-6+BJ-&V z6<5}%#8uj3k&Uz;u;`B;=%+S%j^8TWqW(7X-h3;9d)U4A!omTY|2xKW5zn@7^Ef7O zrlctLZy>(`t%zvEHf=HGDAP23I%CU#olUeqZ-WxPRs124(zwu}J!pz{y>;jF0`wlS zp9QDT=_}L3GMj5s11lid=0g&Ey}~#lsd?J?^qFjf*_S8f9{#1l zDjn!(1<^2hfh-U8KU!T|9pRgDsfyun~s^+^GnZf0hilrYk1*)pY7}AIIa)W z{dtLY($V^33ZE+jTaVYj?SEoiQch-!ySFHu_}DisUmg|Z^WW?T$}m>zK=&wfd0vY4 z@taJd_37@F8ms>H;r;Y+zf_p4fn0w!`}zG_CwibP#3Ge2-sAYSiOJ&x=~hmOvb z(#NGOX*>pnmbm}Kc?wRW?&;xd+L4(ViuLXk;fJFiL?* zy2NV{E%Vv%{AvA{7wwS#%{tE~><7jQynR0U*dGTF(FuHsdhzS?T7-Ss>)G1`VRCyc znsc47v`=r~{`)Anod3S@1pfP({Ioxz*m67&Z?{kK{`}Of<}nKIhS5JD(CO*1mA-Cx zOgR6U?hELJ4%WHS9OGSAWcriR)91&3TIW?iF56c3TeewbK9C+iy?(;Jnf+g^{hj{w zzxeXrj~{y;Z+Ab5f76dY+W#8!P7?6` z*!IV9E;OC_o#5O1sjPx=95o5}{D!zfKa<@L08K!$zvWf8a;3-eVf*|)jq*I!-{ePm z`+WX#IoZ=PWW@fM6;)}>msUOqWFG&K`+u2iF5}Ke20N!sQ>_{Mtcdh$<*(7^`{mEq z+ueBAc1zl$V;+umoUemLIN?R-=D@ciX6ru>)N(^=v)b(4Ja+#DHBAMoQ3 zy!D_fulB-!o!XXhD#Clt0B=?cobNEH<)19C%vu~zxnD1BhkjJ9=a+swp#S=5`bKID zze#;`-2sorZ@m8A*5Q5$vJD>{oeB!=*zaZV_L5`#_rCpH^PTR$(qK9L<17ASE4L9^ zB+`Eed~J=K?m_G9H*P4G7y1OIjpCHL00%s^6 zaDMh_?rn1ZUkZ9DWj(sm%QF94*7=m%K3xxjEi<(6zW9m*&CYvyzw~4%-uO!y|0MoO za#8vD!|~tZzJV?C{88o#*x3zx9CWd4P7O;%%E&$Qk?{_$Rsgcc{h#;y|Ecp-yM#)nP!4lCEd0t}tuM)1mWi+peVI7?w`o)gRh7bg9fu_gRL zyb&_Q5+Rn!ybED~S=^n>U~;%*UBteW_TutkjWAxNb)-<|+cM}fQeKZ^G`z zQ`%f9zz**~!2nPApAtsrMdjnbYw$U+Zh;rL>+kz=(DgKS{>#nZ0Ox|2I{h7wuc!U% z1z<$neFplJ&T-n`9)AFCTHe<2syagX^z^yVzq{}Mk176t7k)c#E#U9VOZE8g^3?S4 ze@1_g_Vf+uz5YZW{ym)-j~UNDZ~PH#x(uDR_slhliZ0_?zUen1ndYBuD{WX<-HMzS4l`QPlr=lXd4bgUnlC5xC$ zD!B!;yvcu#`pZ0swuV(JztjEO^V_D}?y{WcC;9T_+BcZ#+rs~7k3p!omiUYF`nbFt za})Z?Uh}fr`L>ZB@dWMP#pxg4+s{k;Pwt$)#E?dKW-tA1vMt(K6uBpj9KBDMX@|a- z@iNH>?}&1K-jfga3HHgqR5;kQAaj`&>&|5>^}*%IB-h6jJ0{#Mtx0XwR)_3*DYxhO zak;doKSghnF`wDn_~Ebc!zTYc{*q@~zUl{h{+h-M|Lt0)U)Lc#KAaPQ{XJ#1Q-z4s<{Ki-Dxj9ZuXSPkoduEbyqm{c)*FY402BBYwv6@0W6!^q3#p_VUj#!r^6Go`dr8wq74uY{GfJ z=l!_ExNu5q@Pg|{-+#)}W5EKFa7B!5dVN0)526t_gk&zIEG#w1vmPDR?j^iHron!c z)y@Vd%o_dJ+tOH+^1kF_iaYw?0;^`qH4?zr>RkIX+7A35XPg(m&Ep%R-VxVQ@icYV z$MenPa`4lE>CtF>n0=b@Zt#hH!I*pVW7()2k+5YMC85?Fo%&HT&2@u>^J%mtiK@_t zrOMcBTN^IiFSq3@3tmxP)aw2k`b{U*lfZI`G666m5u?%=bPPPE)f;N#qkw0JzEz_a zpFfJP_xi2Z|Gv}z&5I&koBoHsKH372PUREJzxVv)uqS+_{C0+qm02xmT5@Tx`WU72 z1;J=*)7SZ8Pd^X4f=`EfF0AGJ@wU%@ybY=O;fGM-^-j3F7tyyOf9=q6MMCl3wS2K(UZ%nspT9dak`TvLMr8QJS{w8hIri3LJP zUEJ8IRF-o(q#2%T1 z2p+~GqLVu#sf1!*a3A_Wv4K5GM&Tnpi?m<>iXab)6o8sp6G|Uzx?+Z*4@CEb0Wbil zVzBodVr72 zG@J@0Cr|DAezSZn#`xsk46cOg>@!?8wnPc`tt;SXXc#56&+JbzHl{2Yl zu47WgbybZLf7E!#4xEzXjgD{U(k^Z!9xb)>U}FY$%B@?5*HW)@WDubCzG?5->ooUx zGdbYIIk$mqKmd?-lwIr5*`r9~(vWJyQf$RCt1Ccp`on$1A z$NLtBt(DTkLDdcqr@Yn`s-R3_6RR*_pmuvdKW4^*5DUyXdhu;ehBd_w_&z8)p!kH- zj1|}vqvW!PBfsrq^u0Mylw(_$9`Sj^@X{4NTd8z`ET7B$*Ntm$XPZyZYAIM;tJ!Tz zTPjRvWCX3)r%HC3JKCS2UcezI?oV?Cemb)Dq35<2M}aL4X+6l>3#J5(0;gkB7pQG`iNa&$c!MS zc*qnYpW@i|^>;*X?do~X0O$?_`Uac^*%9I{|@|c;mA+~ zKrHDj++05ZR4$BCg2YIzzT$Kz1+5L*6}bv#D@FJP;8P|cAR=ZYL;yNrhL7+q?LxRj zX631rb3j6g2EP<*FlIOu@+;6iuta=>{Ic0@tVkAa?h^cx{E@eJ=F8Nsr4_(K^O0yG zIPeTu0ILI=g9jxLQiINpL3l`C!$)$9EdJQ2-jOiEJ$ED%DPfa#=C-6*hy!B)dU|9J zQjh`=Tr07R%w#I_B6UfljDv7z2n@(D2So~!GY~Kap%D&@p0PqaC^TY+&X71NX=x?f73+uRK9U|RaXr7(BAPp5L2Ef~ zHtvuftS~8-hw5)0uQ6Q^nh-WH z!phhdfWDgrWt&tAP+jVIE~nN`S*8GikV$6n&bSe6+qRlwM_>KXrbgw=Q}x)SV#{=M zFQ^O_&Jj3lPbX=F#4Hd530xpCm+4sza-@tX0VkG;87zjbZkv=uhD1S>K42WMO>$hW z-WCpOK(#`FF8!wbS#oaKB#8_|0UQ!2D>$+Rxo5zJv=cJpGTi$ZM3P8jbRs{U+j*IC zH8nQ_%tBaQJ=7S%YXVRPf+NMhHhe823Nr|XxowsMSdveOr>v#YOjQ$dp_kd5^KO}I zIXcWov`8-i&81qe^nQo}Oi446unrgpcqCGJI))L;wNMe%2F_Xje`N4uUOVM2{E}qdm1B3l#{(Oo55q zN$;E+=u&)u?@6Lqp-eK@0MFb32v7)xQ8*o8%Q(hR^O0$uN5F%MF=2Yj!&+c9AWtZi zt;EbQ@yQ9@$UNM-T1w@4$tEJb5OS#6*8MS{hd9(UWFR1d#PC!jgF@VR*@lFc1W6<- zXmiEu#LtrG<%aZkjL(UGX|PTTG5(t6DDa8=4Dk);MX1t3S?B8Xn%mg`!|O;sADF0a+yYWk4cWrUke$ zA`4N${y>Z{!DyvabF$v4jlKw=Xo#7sLM9j?AOn^lJP4qQ)#5;85SUg~!4gU>7r!*`nyk{J;fLeTI`Ku8Bl+$vk02#82HGgC_#yK4Ixt+O5wgV~AE zGeXuUml#>en;|k6iL|TLy z06+j74*TSDFnaY>Y-A^k60~@s+yR#K(+D55$2_9eOeC(|4x_HjLq&5l&gW&;4dFE}# z_o`6($MCB34f`GaW8j;C7?4{>v!3@3-mUEX63oQKX{YqS0VR=Ps$Wz3#&DF03xOnU zBlbV=p2Rd%J#elwIh31D8|`!;qTn<#T-lwA5C>K(=}P2WA|!%#i^W7}HmnznZrIcid->>UULvFiZr z;HZbGyU^0>I&ApfV{NoUL!fv7K9WDxsiENTZa$=fX&!w$yXUn?Qn}+{x&P2ovK&Wx zDJeo+nixY_3gt0y+xTX-2eQP4;f3T#=>a%T*M{XCaJ-z@!r#~G5>mJF*6?$qKR9Ld ze?Q=%r~i7?Sl0g;`AgD&VbY6Y97MZ^-oSpEVzIH1CmMuNLP+WBbj)velI~BOA!W_< z=z`B@-j$F^E}Y1!ZCI4KO(&qB9LP)(M*Tf?6bMgj$k*ZiI7;s{GB`s7Zx1EJ`Fc7% zNm~!NKXTOqt>&;5FlYfP44M=sM!4@}QKl0HSwLD+mARe_H-~gj@KKLZ8wc>=a9W|; z`=B?552BwjC(!rgUyo^Oq4fF+?;DHY<#|j(FQ@ZgH2SV@j8gSU(f&kbBS`amx4{@oQ*j4`T8}p;l#5aLi9WPFUw< z<_ruh&Y;j=?q9LZk-6y>d}l$iZn}>7aiC!ca$sfzvI#&jt6YT(U>O!Si}m|#1Oy5e zf|5>V=tu-D6N(0wU2rcLh>K?f-`u~>%m``OAr2(NWQYibSR%g@U@*{=5V91&7VIb$ z3tJw}H-H0Zb~{H9;fe4iGc6vG0~nDY^C!##fSAEH!Ui6PnXQ^A_H9|4~ck!S)mPcU~aXq6Bu00Ba92E8S3kOVmS zR9(X}!_xqOk|-hlc4V3~Y=n(c$+tqiU{3*QKto+M(nO#*l< zObGk1$WcMxSC0pxsTx|gvSeXd77J;uIH9qd0&|Pb0IEN2vNIgj%lu0 z@i=0ox0=unmw=NL#0;U*WRuEJtz#f?sYs-e>VBRSafdt*i_l(0Jh!m7z5LW9cgTU% z;0e8so=kpXgf1Qip;*@Bkn-^)KXUnk+d5l5oqeyk7c2lJy4tr4BUEZPC~X)=SZRUN zaNj9Vav&x+rgKs)ijt?`-tm6$z03{d3HLwsKmPL)KOt3<|Jvo<%9-j1niTV{k|_~F zn-l{An1fEQ({*BxFfA`KooIZaO}YH2bQ1zXX7G|G_7yY3-n3Q38L5F_*0Yt-6L3zs zEc^XtI%-7Fa4+aU&Ihq0Mp8y#Du6j8&g!dpwvy1L#9&W{srLtD6vBWBpGm$Bt8Zvjk}BlQuZ0T-Gxq<-WQF%en zASa8}l=PeHmP8`8^A@(a7Ke>_B?^I;v={Y%NlYLRghB{OlR+VP({y9-R!U3f;+m?$bXfbGh)I0$axwQq35E(LkBrb(@`IcXBr}L=L{H6 zt_PM^+$Sv!xm+~e^r+q$P9BjxmGNH52GQ=ZVUo*>)iU-D-7ygZ0N9G`mD}o=P2iMS zBEwZ98L?trze8FxJ=4Q8z%o_19b+I#l}lJ=60>AbiR*}OVMe$J6~r6j&d}VGFe53E zfGAmSavJ|Gd4x6p?vX0GW)Qz@NUOCW|yGCy!?gh>vN!g4BJbMQE?p4tIn zS91ie^*~F4x?d7P^Ki4kVBsv1C>@j;gD^uK)iVfDh$$WnOvwT>I%71>xx}P+E%A&B zYQcS&0?hS7pm_JOTdo;Gag?e27_W`S~M>W&*-hOGbF;`xSJj5f>5$I znm4EnFSAPSrekK}dRX^e7#gM$XrKmCmeYZY7@zR_dKvtCeI5}R1zicQJ2WApqOmZQQW6@0((XZy>>vyf0bm3k ze!?t-rPM?V4?+qAREXr$aw1^s1KevvPCs;WJ~to559%ASlOP9h@$c;}RZk>olf{U1 z1BWS@a7qn5lDZT^5kPR(`z7S?fUSXiG^EI1&le>5!PA@3l1F=$xxVB zij+ieCC1(Kz;FT}aP$B#Fkxnvf{1kV;l~kLdfzW{{!YG+gak+gM;&p%u_4S(VX|ln z#Bp_<^qv%G#kC?Homc0`)QCW00Ize@iH;aZEr2|L(U=PHBq88txudN}h9}92ii%J! z^HddkS5P>=!zQs8Ev%>ReLHBn>`(N=FMvp1W@>ya8guM(Nt!dJvxFD&I!8h zJH7}amI0?ud~h&tGwutT;=n|3i>xT6QZjR`Exu5joaAjdIz5%bv>*FDu#mLD*oAqn zH~=1_2#k3TVE4+n)RF+;W9<2$fD(k{fC1=Ekb!A*iHaBqX<_P-?s1suP6Z-VLkrDQ ztsqrAg@dM27W9B!g(*HZ<;s!sjT;zBW{a+`$dNH|m%tQFbD2*QVXgoh6D z!8oH7;iZ<`U~pxqqV8Qa%7jdPQCSg5vdlyH0nLs)Lrf{o2DTMuDhOqvwy@Q#QE0>I z3&6iI{V~ffbk&1X{<>e!B}AN$Oa!1|S#WJN9vj#jF>(39P;RN2KrY~q6LM0m0;MNRm=lzF)I^^T>svLMg3 zF$tD*b59gZE&Vms3)10lRk7@f?|&412QY67v>T57#O?~l~OopWN$zxn%0~V!87#eiPalNpAPbpzw#3E z-@;asE7mgclsGTj|1rvJr=NDv_i?~2+x;)a{`Uu8<5Z#+;-y|1`V&-?8N;*HnVq8- z;S=*ILRc7s5h_Nd0Lw5_jS;}OL@fnnCSQHL8@&OaxjY?PY#veMB+~>A=9qxQ)E(|+dobH*T@gk=|c#{vEea*ny`Q>MhT+8f(!u?m(B32d9UzyGoMM< z*fVn)%bLW53&9{6!)_KcOfD+N$OhEg%kG_$Gw!=cPsq>zPrVw7qy>HRaI2mcOa ziOo~O)&kpOO$b18Qw6)1?nLiL19cTX;ZPF0FIGG`%upmCIAapOm0OYn)P%r4aszyi@^A6R1cnAq;oV+sFi4Aetp-AZI{?WikSy>*$*z zCkquxBFutLzK(Iz>2ITwWCo-rc%XVq!+u}qOhy~(-H#E8v9mw2UZFZNFlahNB6&t& zw)bUzAu`kV$f3UPyBfdNvYgum?R1QmOlUylOXWWO$-MaE%VfT!M#ei|-plEVf9<_b z712SvVVEUY5$MmSWy$E)$MEQT8FoSzdi`QZ$Bf6#PQTw}*y%&7Wf^%)6qA@hj!4js zb)xyBQCL~`z7)7jq^hovz{LAertN-0n5&<}^W|(Ct2jLNZpXmv> zC6$o^d}v>F7g-!?MDE&?a2|ru^-!VOi$$730iaCN4A0@<)kcS#(%}a7*m6+X7~64O z-c?U_fI4H-fcJnmflpX=d8iEI$Ga~Sp+#bWBl6);Mktl{jFavkP@n3g8|@i_i8DnZ z(ZugW?NbC|Ql-R;LrJ+Fgjx0D^p@iXf1@x%#;CFup?QQ+wsM~5X>PZ-dEEwhqioyd zb?Gmr>v8&HI;H&aAs;(_{v9A7l>mtlXdr$|>IiR_@=0j!IZ0A$GYVk{S6a>=kK49y z@9Lw7K&c!xIB~fE0NM~pf&lV@h|E&v1VQ9<0Mpb6a89-YCV|3Pfe^CWahM`Dd>Oq@ zKJe&}j2H}RpmlySuA!?4L*Gk2bU^U~`m{=lWK*YZG1n|o3g_}6;|~DikXmMFZwh1B zbu(DH6l`NQ4~;$`B1>UlLd@?j%tS6!m}@Z9#lpIE^x;4wppk{4da4yrE>uwbUDAUv2gKM<8 zGqpp59NDO0c+FrR?m2e+CKVFCA-p@DlO75y^UQcIAO+ErDE9zW-dG?zTj2sUb@kM- zBuK4R4lkUMgZxB|lh~pd35Jkm4%2ZoS`t^t z0}L23=|~y@Q!U|CG7Az3BLaj9b^?eDCP_>J0^xKFGu_4!5w$iC0p?QbaU20D`=5CHiUxJcm* z?9Q$=3(CcSBg4TR6v!+?-HEP5XSK4>wvIhwbDz>p;9@DdbG1HiC7+hBe=GaY>l$;% zV+7K*kWd@|24I8Px%8}p41k2h0E9`HM2YOd0DzW&1}e#!kzky#7%LY;0xXmw;AB#Q zBnN>axVmQsX^L$e;~+q2={zYC&lkx?QLf)M~c(+!d`!V%FSQ!t4svXoj9 zD-Z%BvQtL!K-Hoczci*34v(V;1Qd~0mMJ1Ek2QTH08?jg0o@Up3)h)(@%08sQVJ?Ms3wd|B?vt#WMLsB42#H2&Qb$3 z__sjL@fl%4`V#z#SOYRN0MP-R*cqc6g9iK=sgP@d9c`O9IFmf?r;Ug(lpp{V!XrBb z73KuCY{4MlEt4(LGvVE{MR0_t3n{5)0;5pDNL`a!QWIcw&vDpNfCU^QAOfOmku0Tr z`;OjVselPV7NQ*oM){6xp+q4mNRdKLxsE?-dBSq4?FEp{zhpijUlm2iIYM$lmmEnk zvU2AnAT15s484Z|rhB3rDg;Hc1Yu?ZAfYgyO6v)?^*D5&vrQ%xL>j<@bn_fSUNS}u z(48oWi%>%<%RDo|c6+mZEv<18 z4c9~MJGeDr7(@UFbD_ia(FgU8nZvYvY;I`=97zsn2tgRU#X-_g5WOR84r&6yHMSe@ zRI-TfGlQ}TM2WFF@%2nZputE)aSZQ|`$4spKJig!;Auvy5r~654?Bt=5h+t*aFDbG zw#pKrrGESPbXc3et+E*s){EO%&3ugc;E%e&0+so4fssg2+rR|~D-i1eHol(tY^8Kx z?tO}!J$<5kgWOI8y>=vkm~MeTlmCxZQ{VpYq`z4Ic3`q*K#gUZ${B4?9?^G%wTSYZ z7Dvi&Rhv!|QJ%CBT<*(LqEC-ED9Xt&p!+v&QdW5*Sm3ew*U$$8p83W3*;i66r)!-SNWbIv5e^q<1%M5cG7Az170(K$ z!UdRbzl`5~yg%k^nTs|WgynSAwW=Kr_5PSH=dgXFv0u&wsP+SZ1=dHpP=OGSw2r0| zM4{U;KB2b8MJ9t-$Hv^wOL2cWaO|TEunVruzKKYwmmNJ4AS_KYIfT53)K<5zwEZ6X zHOoTN#M4Iy8HT|r#2HLfgCvNga2h(RgPS|LOK2Vk?`uiiO8{ojA-n^vNpFclaOPUX zQ_vs{(#bgnhX*egrif64ju3!Jbz<`U;7o9~`ij}pfgBr8rGi3aAa~8!wI9+Qg2A10ARk~TwG=^wJ#a!8hzsQzVFP3k17<+t=`XHE5SfOk z!bydJYc_*~3}((m{O;d%a-YUX!$d(2YLPYO^N{A-?}0U$*BMBI2baqb|3(v@1{D$bXQl~XFd@WN(?)~dm%IMxTD&M=>r3)oRPL?Qsk@WTxXPA)9XC#*!i z_i$ioFfDlh_2{~4dI;Lqm=L27DYu%=p$-B}oCc{Oi$Bf4b3}JWY$YmUf&*B)IQgSp z!m+_g`Mek3vG8apQwCKHv2h(X@JH}q+@>Hxr{6s(+#p-J;u(rhy_V-H50iZFB1hb$Dt91**3FQ9)v%T3V1XVW(xZ1}fMh^0kFGdP z48&BJ3xFpe5}R8nV4@&K`eEiw!D3jaBOQz=kO~32QiK9*R_+*F`WGwgz)eK(-AQMQz2FRJbf2~GdP3= z>{##8s@~_o9rFfZ1YIB@vg8SQA^F8!VLWqwV%CH=wLR;kAuMRAh9puBB1bIiZn)F; zp$tJ`jwpdN>*9xxmT*c=740$ryHi^PB~c5Dp-}=5aDXuFKnV~Dh{0$fVFI26Nsz@o zkAXo_5HJ(!mQlil67c&z02~k!Ad&;Z$WowF0J72qQX5!97gr5C5GUfMogoWQIFe&} zCIm_f2Bu`!gOPe>2-kvabdt95IF5~>6mG!Tbqg7F=AjQj%E$~z1_N|t;KpdFk;vT! zsUt%sLO}Q%MI(nKiP{w1T`3YUDS;x86gVCC@U5gGeqx>x4GR zJOES@3z~UDO2W)cK*E}ojy%9A0(ulYTA2cmtP%B!yvul08c|#evoPe>WcA=83&Bod z0OC3bfq)#2Od%#t28i!J-Ix(uD1YBlL!lu#Fl^-BDiU>#;yxoZ3`g)H^RXW-BGaT6 zoJt0mALF!Xbd}k)95PfV^cC zDk;-ePT)J>VGu^!Xix$G|mYa zGFXkw2>`O}bT9Y&bLuF#pU(YqSqPuD@qXDe7yzoOfS)t+2yp4!Y~>}$hTOZLD>fDs zZ|^faL2pN&l#tjtda@Z6C36yHkRlU@kFa679>6eYF3(aU437ic=czvCW-M+QfRT_A zP{ZMnWKdP_!9aw9MA^wZmX-qLT&mEo}#mm}-`0ufe;DJD66Qt_hjx*f*;);CB*iKXwT!nL(I%sd@FzHghxCJpPgy(8(?$tnR44_Ahn|1ClP-8Ujg9TGOcr) z9zOc0QJ?n7=7Bj-kK|WRfO6&xlQ+^&Ai^lr34^UMa$o!b6S-DMXk~ooV`pT+VN@zQ zFhZFrHu5!5V*26YQy8Im%zK225aUJssW-y{NbY?%yE9ZFON}~O=JYIQA|0+&XsGX= zg}7_N*chq=6m%j4bhI}BsZaSqXHU`j&9p#GmXrZ+b5wJsG&5{M`niv_0hXE7GlR1K$#SY8QAyV zzm2{v(n4~NHFF8M^b;bl8A(Y@(?If43ZeCmugYa6u9({Oo9#EwJIbBL4+$OdonS2l zOpK}0w%w{wP$=1GB19a?!mXPog4=529hop1<3cj)Gh?4<0OMP>zpC8=CG6u;D=1>R zX9X&ZUUbAZY!2cgat;7jazLR4X(9ZYHliyTusBhvwN#J^9|o8@lNmS|b><*0kt-k) zu}D#807p_T$lu$DZU_z_i8VobaCiyd((kD|2bAOqHR-mICQ#;*FcH?|0>}}Q`v2~M zkp#&Jj2TFon8$vkSHc2mk?9HUY2Nb`Mp>~sVMYj7kh%|<O3`13j=mc{HI~GlJ z#0j!mpsNx3C0;Po;(=0@`P8%mcu7^bDhC&xrXcr04hi9W?2lq6gj*)7jws)-eq7{( z2KSEp!@KNtvf|)Fx9zVV9_E+NIlm0L?xwikar-*!v0M1zBL*6aO^8JplLpx_6x6p? zl1-Bm%VgE_eCqa4L~CRpCl>6~ZSBka59kj)y5Yogqhj4x1KQ}fxolHpASSURaG(G* zreJ`Ne}e8FHQ?t;ey`ynsXN+@6DrNaGQmm_Qvv24{V@XkroVLFxes94uDY zvSg+f2QKX585>y?AVeJCJ!@@Pm^fTS(kK%N=GZ+0Sf+0866xB@%+a7BEe?SZ5JWU} z%k;s7V@pS1R$SHMNF%Q2rzvN`FgK6kBmF3d5ZTwJPnnguAe)EwOw@sa?dZt8FwWGN z%O*l1P^RYJL{&n`G(joV(p6j_H|h)l{VL;$7No@Ty}&A|)vL@>2B7k0w{AX3XC z!ZaNcasX~ANa;STYnnlcKqDyy%wsqf62uljOvbFI(q=#mM*#~>ju04tbqK?bke-AH zDI=*MJ?He5BEm<{o}hSmj&eXNHEWH;0WqPU03m4vJWf%9a1^nLoxsW2f&+S+-3767 zF=hq`puh^Y4@@BjB8l&FtPFSW>j~0;W8dkeCRO>Je2#;u_n#G*w*Ju@hi0EpblgQG0zL7oB$JREkE-3U;wz#gU<5FpkXS%4zJCWHWs1@TrbsS8M3|wV2v%U!Km<;zXf(!9cAR)F z%w7&xM`mQnDoWy}6Ou1rX{5kWFaR|fLV`xr4kcWTTwAp^C)6FvW!osRNFAxvg9wDs z9VrJwWHcxzklDe_wg#SZ6laKT36VVF5VHhSU=c|~AY>%<(A|m@C<(puPC%GT8B>g| zH62@VO&vi2QHbh9fC`u`2rBo{Xl*oaaXF|yrh;hm+NXM~l0L~fBg|CN_1Eu!Zv#!i ztp_HxRxA_}2^%4)Dh5_A2}&BC)p>H*8NB3yT(XkTLXv8j{vm*gZiFjKdqidANDYKw zPzYhAGRP64x{#GA8KV0EKE?L3{MdVsp&6ba`*`cHohLSWaU>5)ED1GpgrZ}#)1L|| z=vp-m&XfwU1c;S8w{YB@!J;yK64++=D$q33yP9)kgEA{bt;WcT;pmVmfDU1pl$e^1 zURrHuDZ9bm6Cq`oWAqKVn9HaqD8)IcP@`dPpag1CVv^z={Q#mLK~vGAT#d>;zHshS zDA3H+X*v=*LgkzgGKuru(-M#LMr=*8!_agUS&`%%|m49Q-)oI7%r@1-K^C zAsHezl?XydFu;)oB^qr-9+g<;#aM!N%0ZQ68?r&o#&nJ_57Co?uYmVhwY-7i5xN|!Go6HU`Oo>o0}AN7*iWN4|#wHg*X!oI|4 zUMzTh#0qjE!Wsu5K6mWJgR^umNLIWb$4koN>52F1<@Y2B{~NSJ^#3`jS-qux81kdn zdBH!}zoP1V$m0hjrB+KKICw&XB9?nryM#6Kk-3A59un_4{c+Tv0?$sp)FF*2DuhWJ zNzV<3OAc;9d)m>H4e>gBvx8417V%_8CS>wl?Vnq{wAu<>Boy2fS0|cdE4t!-?EBvR zXv^FkNB1SeGXqG3fP`lbMn#9D7;gDJ7egpWj8W5Lmic-RgKkUFVyZE+N$5|yzKU*G ze8dU`PYZ!?zye6Q-O9Vl#5rEWI?BJf#QoUT1|;ISKd?{CX8K;QSNB9xW*>1lEL^I_ zl(W_R&WsoWS(!XZM_k(9);NLpF}4_7Vyf!!_#LyA^HkfZ)v1t#ld&8i(IILq6Zwm{;CODK zo{y}Wf@J5&UlKoNo-s&pVG01Uz&;^?16vLU0c0`aktw5@zoS1ewZu|&BJKcx7|s+E z`HarUf-LDZbWz<98t0T*0?`2@Eh4rNEqr zB0Ny4+c(rf4hR#r6B6-&W@hq5koNN>{L%Y+OrM@(vgM7-6_3^K``CM>2&cp>QvB;3 zTQf6tO_0JcAy)V3Ns>{4)6mAm6u?LC1rI;6MkN9O!{|8<&b*Va^M`5vx%g4*A26w+ zG&~*CkByhXeVAb_By&}4?nm}|Y3U%K)zDV9;(1A*Khl$KYQ@i!EOhE%M^8WbjM*T| z0O*J@NhCOhPZ_+77A8Bz*NTepq~m(0|Lf8Ipt$9c>8%2|5$PF9Aq#;mGSivn1a&;N z=kb~6ug|6%n7y~x_SDhyT&qCzpW2Cl{ ziRh?_!7BS@nwA2;|31&BeV+1qPJg#edEY~Dmwx%urYp zJPCllcNGb1!9^q(*CNN$_KbD1vNTe9Z%oj6JnHpHG4SkeMjOE99n%Z2!b$2Dk-ck+zi>QdarlZnz$0m3^>WCfr>WO!Jx_C(3TJYG?gvQ|bQ)38+hZleYGUNr@P z$jpq0Fn?dC8G-ij6%hp%1jn2Vll_U|MABW~*{Gou-rx5Tb0%SeWMCqMkP=#0+KJr> zcSJ&;k`idc>S^W~Kukyu?m#4!8)UjOqhNF#z?DTxS>P6k`v_o3u7?k-z<`}^!U*n} zOdyr20A@ydBB2o)g9$kcz?@kq7mUPA1b{pU80<(4Ab=tvuG#-Jf;D73L;OYelC9#& zhyB*VDhdOPftiI82(U5$#IW~T>oiTH1Q2+ldLWM=3haCS0Mpr_kNpo;V~V7t#;AL` zSTMqwvBvn)crW0>ctjFp{jL^7b%~J7y#iuniA*(!LK7kB0e}zy!RUptG$#ctuIzMS zu7C$Rd@pAi6I5OXhXW-}f@y)F0LfVslO$0XFx(Ri32ByjFC&CYt!18i>AX zAfkJuTX39DZr4U zAV%4lEF2<3qnH^QBuP)oKm;H}X71+dS+G!Jcnmr^%+)5*gswrR^U}b^a6>03lhhgk zI;^%PcHwxNU~OT$z3kaL?XzFY9yRLYoQ{QpP@4;@|Fz6ZQU-!a-ZDL5n##Nu2qI~i zCF~$fVZhXi20R~B-Fmkn1eJ^$+Riv>L`^>>LeQ_754NuDDJC{`$5hCHu}mn!b0>x9 zo?fcV1!?Ghyl?MU_<;twGL|M)y04iBo`QG+s$fZA0)r6)NI_)z6Y1}<|CYxM{1T%n z%qC}$J5NN=13hwX^wOA0{$3fuWArgh5>6lu;Gh|V3P_THpim^Jn>s|WoR9sU2vx)} zoE#al@p8akWILZ9E9KTonfo+!$$ztMW6)6eju9(OlIwxx34VNx|1|Q>=fA714*Nyy zHYNQbc4dQcp`kmPFNkskPt2g2yOL8hbohm(;p7A_Rr0pPxbvi zOpp>hJGg>QOj8-v4lVx(=U13NI<>6727S!q6V_jT?#sWx*f<@AIUM9Z_RqfP>k;43 z=~sMm=AT&}q5tpw_WC|Uy-%v2r+zvgo5nXK2od#OfR-|2IUQj^XOzP6h{?|HV+#Mh zL1&wFZ+SZweT%441HGpvn$DZMby^1Y30 zv6B%wx@QeWpelwu0{DP5%RDFnykOR#p7=1lFzoJ10nCITnMF-XeiELAPr$QTB&h2V z(B}nOJww)`zh_b@4Uz#U21!;%>bG@Yzep@Xtr)-eA~PPQqKD+*5Wv#r=Ms-&?5SFj z3&n_T?#a&alBtAy05i;x6Ji(KvsiqX@UtvT3|;4oQ`-PjLoo zpu=gY_*9%JdMjbmKcSc47m$n7w8JZrPbY)pm5aonz{XHp>ydfi-$bhG7H}7Ou62T{ z=60-jyjV_k<_khmxch-8Ub20{@_b;hJzD>IMzF?5`C#WCPG4W2PvtRUe;kBNP%-k@ zz4>{7np^lX4(I?%K()WdJ?kd*v~gW+Dbp*bxkW|`{s^b9hjM5DdYOy`U;t{F@oalL zHrx;*q+JC#*OB|G$2)P|KL0~JRy}^<`r%_-#{7FC2?-pD-5H!T)el6Ot%$1%1}6$O z;^rWsbvhlj9j%#nberczN!C@XZ#)7biwKgl_hC02elK*KKSKMdZEvMLQikqUY?-fr zKNa=(b;K*=mEg=+1RxscJavcY@5Lh4ag@M|%^!Y*mv?=1-KVpN(5vS|l`s2jQA~3X z;9P54Y~PQu2Tgk|y(GY0@GH@W9P_$;w$uNh)Bg*`S6xSCY1|N|*w3Di5>x@x-Oa)@ z#!h`b^PhcsPSgysWUrT$Hyv+!`Vd?QPl%;rciO=RK*rMaSnFv9gg7)oC~HuKWs8lv zx~+XGGBubA9_e2(h(H({(-b%|+%SVuS0Fd|OZ!94^J%+Y^X1CF@AgpYhMvYyq|P1DAX~Bb8~7Qfip}a& zCC}^I{&oA~Gn5`S^L&XCYC0ovRP|ciGo9QaJq2MdRHf8+(6IpPaU3gm5L@QrI`XIw zVazCD8Npa8mx&N>^w*hQ7(cY)iMIlG=%QVQ0!=x!iMd8%xb;woq{zrf80MgiwOptz zpjPgK03*UPs7+7{f*_KG4RZi$RGAlmozR(&`K|7kdYn#$z4X?Q`#HAx!})kK{V+nk ze5KSp8uz)>qrY(3EijIm8D#2-#;cHpSKxqi;F6+%J7A{PmHR1>!`lw-4mx5Yn`Pd& zt`aJtfMvxr##)P*NIF@hn+I895CRd+{(7Zr1n);W)vj1fq?>Hu4 z2HuN06@p3#5P%6_41=-l1MSR_%$s0lPT`((E3<`3fM;4@Iz(V$o(hJg17Z>zb0i2e zah3fo*kh`;vsB@NsT@E~Ff{X+Gc)4CtOf?X@NlF&y&U>3p@nKJS~T}$n)edvB1TQ{RI zte${sBG~%_PxW-1rq|^GT7K>^1KkBVEFvQ$Y0iusfw(hu7W(An6on;K#-Jc=r~Uf8 zmvY1^H9!Hn2$k+b!49U-aRL0`EDwurg;eTc{+sZ@NNL4m4nm;A^YQY|!ya2=A0Kjj z6vimqO7ETiv|pzC1cRettw$w2P16tc+wT_$am-}U*<;+33s(Z)02ww#P`yZ&^7{Iem`&$ec zQ9&+TPF~8^ay`?hHzeptuCMM^a<`%(IOEx9Meh>Ej@P^~$} z8FcR3SUz&@s4K~-Q|owKCO!3i8VAhZ| zl1QRk>_B6w$|YdlH<~Y(R_pdHWdCW_ zf4k3?N)4;+2RI}xw0wH+1n7z~Rs3(@bS~?DPH(^v6NJ72X$^QctICD1|R&lBFF4 z2KUqQ+spNb_-H%9`Z$le5z1p*e~eq_d}=Y7FZ7ZSTI}e z$#Gn0yv_@g(2TVmN3pHU)7>vJt@!E_&-hXL)s5$@KX*C3F1@bzr*UxOa(ZcYjbkd8 zk4-m!`{cKUDWH__&zz^3^p`R%%kRTqSNc$wk0*arZ&3ax;}>l|PhLLVUgu*x=8yg5 z&*l1qt~}MNP4oNpT%LaHx5#O}zf9NP|1*60@mx-){k9d`>$8++ToAX{)1--y4Wm5& zSm#f9MCtulBF66d|7YpXmLOw091X5o>UFGXOgABKjQw2%xI?zoncWGLQ9ip4*DsKKbj>escPA>N*STA81}2 z(&X*0lK*yU2jh04gIlh-BluxvL=<%zMUt69Uem2j*SeA8P z$~o6I*3eV0r%uJY%l(eBw77@JYe}>RR5)npS}DD?VFV&iGcR$KTn6izl-q= z%L8twM!t>fIuBk7e0aK@{;@p%Eu20bxE{RbcAg8~c}#f6b%FXc=t1QSr#05}dK9>V zcP>-Qj*^Q-yLL5wadhoV&WH0jm;Z9NF+KxeUN#~&VSbmp~|7SnGaGcN{ z08WrL#%n9qE`QkL{)(?!CP(2tVZIamtkq2(ule|n)cH8#7d?I@yLH%!SEfhT!jm6x zX*-R-+yMTG{J7tC3&Qp6Wr?y*;x=Bz$3v|;@HQCRgJU4vFWPS7TQ;fNk7*k8jh55I z|7o0pPG^S8h85=3`tLi{ z>_3aW#JqLCkGO;0PB7>4PsjdNk~YM1`bGsw;B0`W1 zALH@qrz$_q>wlf`KacarW3Aud?tQH7$K(9;jf0mHoPQdZb*wa*-B+O>3Vz1X?1vw| z?FwrxXHt5b@!N6y#(DhL!{@#3>)Xrve(2T!0O*2dN5=dX^(_C)9Z)h*-xm#V0L_tRJ&X4jhm!Q&Gn zJa(({;dQM1mXNQ<`PDeiqim=2&v5+8Tr?r1LTlKVS5iFAz5h&kzg#7+#U486q2E5n zInKNtSsdQkpp^W!pUdT|0q*okekg}AzBT;9_m{I(iscHc8>DA7KQl_i9xfk0Jbmev zZmqtvy1zQAm+HjX{U$H_hgW)9>yv!f2?1ekt zZp*Pf%E#=t{{Gh!UN!Ge-1)fMyq!*`$MuqaGyM5|NqXLAc^Kor34FfKe?Ib8U!L;; zZA49>ZJ+pij_`T;X0>!emIIDGUtRW$j(w~_Hot81X}vG?xYBr;cb|SXJQsR3{&1I1 zTAIfzayM)@dwS{{zpAY3@oA$U&$C~l-=tbRe`u%6&_2B*$4p46P`CT%>O}RJPcdL# z4{&&T*5%XsnL>?c4P3M>^4um8_Mq)?-m|>*Vdwqf^zHowzXY80)Ls#Hi%gkz z%J^{|f1~@Ci8{sB({t|Fzx=ZLzJXWX^w7FK(Bp@F@_1G3HTfjRRJAMExHJH7w_Bre zg%^_2f?9BvYD-NC0L46z|4eyKsw42ggmulejr7ay5m$)K8L{=0ansm$h;sjj3McGc zj^!{8Wzl7EDf(FQGay<1>iwga%;jd%ZGOo9w=e|=?V2DwM%aP#_3{1n% zAGU`N)BD~J&Em4zw%o)B^C)8wEc{%tCEN+E%<=E%zc=LSUz&a^;}gLDV}JU?w@+`g z{&~;pBTffg_Eq%K%j50x@uzVTH%Tif8NJy;#bTgbrhLx$w+O( ztNS@=B>?h)%YTDkS3F=c5z?f{BDtI#O*iwd+4DT_2++w`N`n7pB$ zmV15Xwkoh88K;pNga=#DfFv-kbOKAaNfZ!4Ajslj;9+j&7U>4o#~8)|7!G0VDanEY zK#_OYX+{CzBDgcXicDhS;Go0f4lz!cCuYV_-AfKfFapO+bj-kT3}p=fW@#k~^(Y>k z5Mc+gq!T)kBLpT;07B@#V_A6Jq_&Du(~Bu*OgfMykqxHC5fmtuOIv)BR6?ObQiv%F z#nS3D4>=n&4`f7&fqqBd(FR$b>PEoU!$*MA(k@vG1+c@k35@PhQpnJS**c7!0UgQA z!8L3mq{U2d3s-j}77;+E9O?{k6avES1q*$#(9E-f*fk_d)z9!?sN6j01+Y9(9R#zZYqkf;i# zA3pbtIBfB#9%NyRYr&7;ODf=N&zZO`dTGumjuh;&jvOumL=3o6X@ynd7Ts`QRUn9KYSIQS3rqt~J~up-1eK|D9I1v8SgP0bJUBFS=_v_sDT#$ELrDeifdj<*Vdzj2 z3n1e6D9H>4>Wxu^P#7R4Wl*AyzQFUyud02kf2vrH{vT;qhEMbKlCI2wX;=Ulq%sMj zz7Y{7BCv1;qJRJnAaaPZoC;NN2ufwJ279yQz(P<+8333qbJ(<3Xq6Y_ih_;lWCiYg z3@w}+CuejIkF3bdHQ_<4$RZD0{lxfSnlrk|m`kDP=|}pJpuiB4DWDhxQ8=KW7IZEI zOo*4z6h(Bl6y=r6X(^|L4uAK&N%UeJrX>p0Q!J}L^=xlQ*M;FM4~3pJE;m~}Iv37# zNUBiEU>qC+g96gghJY7hSs(KJd_a|8V&n_~EXV+!Ig(WHqb-XQFatEUl}Cc9N#&q& z924eTGX=A76J9nn!V;GgY;{q88r$bLodp>sBN=hOeG@v@#>g`qF{+S? zyr1#0rZy^%+lO-{?Qi?&NMc2?0ntJBd$Q8H)r@lecCn0gf$c%G;EV&aJbZvSoqzeN z>m~c0ZZE>;wS1O9$CpXf`~Y+Vxb9Qc8^Mw}Pp#GyK{1ap4-yZYPP6F~w;yXg3+xdi zX>0Lm^$(AlII+sL;aS=j!1sGaorYS zgd^iYan^D{dx=4!Brcg4c3z(2E)V-!au7;PO)f{}H;u&+PqpqE5YD7mJO=FME zA&6iJFJt7f!&FW^LcQ-LC+YxqLQ;#PTRt>GklRjq%o8HFg5|*LZG0gPsSmh3MB5ZO zVoFno*rGzEBMv*J$};OIdJ4V-E`#P=g|-JMo$#v^d~@=;q^x4JrKHe6chz~lPk%2g zi(Cl6X=bUw=WS7J0*DK9jo`j7Q|q(}V$3X9>7n?u9kR|ns=W@a>BaWv>LNSk8yw{dQGc^F2X0*jJtys*dF}xLDv$3SDZ+lpo4gj zDICf7cA9PbBXd2*o7v$B9++T;S9Qef;fB!KvWXxh*`(V zShM~TS%ubxqfxJ9nKTtnb%nWS&I!E`8}>H;~%Z&kfD^0=cF?bJN3plDO^gC zA~W5>3k!NO7ztCY)9rTLHIyrZ5JN;^YYeAW61i)FcXZ2+shN%dj8eE^76j?1jVLSR zl2C}K)*-xStga{rk)tP|g&bLc%Od58H^U`Tz!8ziVkg`>Nf)w*3F*BDbvkfj&!~=m`IK_ZQQ9)A) z<1ox{3R@%>T;AT_YvRMX;7T(^h{^<3LNvQE1v8ol!NSxcOQ8rz4cGLU;hDrjM83>w zR7ap|poKt&VDQQAnqnao$);>hffNPO0+5KAB;31p3qwJ`bCFyKk!(Ut$Uqhl(ixTn zM3hV+ECekSliUSE7=gedrh9-BpU+RJmKpU_6%+|8@J-EC$vBf68vcTSgx z-3=gEGSd)Zo;b19Y?T1W9JBxzuI7URk;){B)`*yft_qBZlDXk%hw&ahs^&*NN1}j} zBU>$n%9?d4MK)emVI+!zlVJb^0w)Tik;JLMQ+j${5uE}AE?Ec>2q04<6fgtb+>$>K zpr@K!0L`)^n%cK=cW6Udr0RUp*xo38VS;H5Hvk<}9=eL?-kn=lPL@ty>p6RUv zpa`uLf)f~!IU^y^u>>_h%wjG>DI+jKIk^BLC$Ns}yN;WA*J4QolmX_bNXWt>LLCSx z(;x@sOdF_Kldts|>lv^Bq@Z(ju!DUFpD`F6Q;~ux8KOXlFGw1k5k9GwNa9@3tHW(g zYhgsig8Q5d!8xEHKzg{kMmRGQF{TToCa@F);zVYeY3jzVL{LfrM2&DHlRAL0M?wm- zM6{%WoS8|W^?fGLax%;V4yc$?G%3s1k}CrP&IAPRL=*B6b%r`)!O|Qgqg8J-@QH5h zLv4o!xlllGpa46$gM+K&Twtj2_HR0A3URhTsQ z=n7C4M4{;zxMnHArg^}+P(+wv6|Cesr0;c1(H^*1ttLB$6?zJ}?8POoSwI$|v>MJB z5i>Cls0`4MR}=xT??au;C7`gRL8!VN6uJ~C1gH8(z#}47ekg1a--056VD*RzXh?~e zp3VZLQ0SGC%rQZvE{-ulvnIJfsde1|(tHN`tfAFL!|%3s5<~!ciX~|TzH_Tt2-3hC z(%Bo$+94kxnmf3SNJv_+5LX{KDR`Bw$)*+)AWtWFd8emO_gl zRl+I(00C>gGkOItP=pZNI-}Q8%J~UTA4k-}QW?<)>MRhM(?GLgr9TZpYEUVt3SL&O zo20k|OGVEW@lu2>Ik=Ia>SQ_=iLmv(KkS%P?}hXFo?wJt%m~ves13T^re-OG(&s#U z7S4rv_x$BkevUveSlub-J*@-O7|LExh3lO0&2tErwU74tdnMnuvu_{sZnM8%WiIDW z^1hyrJ|9mGJIz7Mb6I}C61u(6_R;mImAKa1@Ju+>R@{yvRT=`SPPd~r0J3REJsz@b z3cJl;ft1SAfQ^pZ-Cup2E zCBV8s250p9kx-BupO%ECGs6zkuMn>cd(7R-p9u>`Ll3I2u)TQ03719j<}X&I7S8*x ze!oV6c{;$84N`qfIr3d`hCTq*egp+6| zdMA7(IxrKxmOLX`7(ygMB--?$KFqAdTY3^orswyKnjx*swsnGm>TChCkE?1Ygyl}@ zF>^v3b?$WB+&UD;cw#(@JVamsphWUa_Kq0bKrWCQ&cHb}Z!pGK*SpCE`$v&@#F}nINpDYPOx$!rb>B9)>4hI5#n{)R%@< zbEUBa)CDU=L}VlY3zlYps(+PWrptf=APaNwIC!tzGTc3=6=zoSicAi5JUOB_)&MkE zGa=p`-jbiug#vvB2Gk0KJHu4@M+vlkpSI(I!PQ0uJMp~Y9F1in-XmNDGh;@&P&_Pl zK52@-1-^5_qV1jwxE4E>m^FGHckj1ihpZ>@QNrvv!o9W=%fe;BRjWL6kHGi)7KxV} z^JV-iG^p|ekSNVTPhCsoZ7F0*3wXA%+o4xeIa^)CEpC5dJY{oOsjcUNSD3%z)Vn{< z%XuW1*TEV`NyEH2^HKP=$6FtkFgX-(RJeU?-|x{qXB0Z!ygTt3^o z=C=ca=Xu+=(kVP+ZXZ~f(A;&pjvTOfIb+)21@yyyv)B;?NTgcOJ8ES%=E{5_X>Ab} zi7Y_zaIOmrITO@KvG7FP_%yHSU5T%jyT+3AfThU{#NUxrec4B<--ODNKOlZ-B?W?F zqD_wp99U7K2A1TRZ7k+?35*>67Y(|bY6p|YIdbZ)%3 zr4B397+L#7o2X;ObAhc79~QK55#*qvE_$%}!XhY{0G80bp;Wl(e)o<(3Q0tJy_+A= zzF`@`h+A--;8a0cbCO2iI1@%_+8yR(s8nfCm7|oRY4^ELjM9V}C#4ss#wq}nOF-Vn zRJ&s^c7z~60u(BRRtPr7@u7tqxeEdSI>H3#;T1>0PBz17a`w`ZXraxQ26bRj$Cw6z zOpQ^1H3J#Nv1&3B3(~ZBp?#FBoP^N@Mk8nFn7g7tAQ2I$=L`r3;8JjX==UBL1vuRa zs0u@5&||>Cm=G7pEnoy5wVkqCMhK@2 z))*iy=|b>LbP-z-C@6v_urhc#fWq)Q;SST;qXo4n?{<4=`gkUzy3YdcqDF&xcg3%;;xEi2~Cpo3w1Xsy( zvIQVOB7nrwV=QG83ZLCvfr*$w7|SUkL+_CW8OTU1$*|R8AVw_0St$S#1>~p2{@oMK zO{NotI z->$+)1nI+LCZ`D!MpAMngd{?yNA!$}XprhYKp}!MYEHzDABjm=kdn10Qe-h?SU;yK z`s6SH7h-}4)7hcAK_*Lce4#i~G`GNb1DsGBBVibYhqf6>&!=4ij6tP zEr8QHPh&`I0ZKY;&^-#R?NgH_=C5^}TnK@|0}>0j9?{j~@xiC1CIparv50^|82FMI zt_&UwQiLl=6M=d=>t}(x&R;UK%2R-L_=V#KclOL81b}W9`yt}YNXXh@22riZVK9?C zrg&ulNDKpI@oYI{u71)nriB24J0}xlVs4n`9y2outeA76fRxMnFn1Z_$c!f3ND@;s z`gMhze7aIOX8Oc)UH*o)k9_=Zf~--18SBEO1cFVi%>$R8upU$nPcYwVz;~k8L^DOBzf$ zEJyM8R@9dINaaQl2z6ODSln=aH%YImW3ODBM?or?kpb$Hd&lc-+*v8ihl}R0=|$Oi9Pgy%$ld5!?U0#gsF8M?@*Hj=Op%` zeXw6S?~omsV7fOfl3b?Qk#p9wIPsx};JXh1_%b7woVF~J)hfB>>JY30PVwk@T&(CQyuZxHV+)009E$PmDBce6nZ zr7;S+YnVb}Bp?7|0)n9jgcB(9A?)rNm~Lqv$`mcI1vZtO1?yDam4+h^EQM?V$iR-` z5gIU&5C~)LTpy4q4cyQJ10<-5XSi9vsSep1$QexBi1W{wH;1d^7=Q+?$VKqXay6yQ zByfbJ$aE@DkvK9PoaH-69uc9#+Hz&A$>^ye&}YeDa9kRs?FJ*nxe*{LXn0cj#GZhY z#F454C)UJ*C19%V9la$A5X-s>Hu>F-E%hW8*?Pd76tirR_ILOE|GEe1pQTA%{%y=_ z>_1UOMwm2Q?!c*uQ>n#i#$N!P1srVJHRem3wuC!X50G3ich$S`QRKw%wB_!{yY;V0 z6I#;B=+o!@oX3Qz;1e;iB#G2kMKXUc?K7UYp|@C4$BE&taXr;%@iz2knbMZXL&w|E zAE=x>Ud*pfn$*yh<4&>LUGe0#kmRiQ*Qzgcz2ZCBqYMz8z1&6@>c$E(QAq8 z`bGk%wy6$IqM%D>4FQr~kR^dKGxLlxc_(7TAAm`1iFSX<~ z-8*B4!0=K?oO$=_h5wv(7^)G?FcFr*)0Kh^gt4G2+}_cN8%nLQ{oid zJpdq>Vd*q*_V9Mc#*CNdli*ftvSV!vc-WlK4Khe1xdhh>{x`=x=>_EuB#;^THR`u9 z2Ih_`$Qaojv@LbrcVZ`b-DBY;$d_IfIparDI ztfAeGx6p%F5WzCl7c*T-ah2%_I2P$x7pEl`kVEYzXlW2LrBq3Fj|ljKqQX}{$~+hYMF-hRh6sS1z(@>%1{s*$BZz=eY9Ry+07}R~ zhhi3BL1~l|(;!BK9|#>Wq*P({gx%7USa1O}0w++w1VKVVA=V9I^cW*6VQaKBxu+cF z3BoR{NQB7|6q?}B(b5@`69BMK5h5lk$9TgGBsbs9oMlZT)tnVJlnl>IfY4Ax$SOr4 zGl;x!qA&~kWKX0?^_b~;ub|{>1OW63#7migJ&Pk!0w7Rz3gZqs@*PW%tQcO>@feBB z?ttd#3G6Y4&8a#>F(r}`mjXi-%m620Byu831TrEM zvOvHbLVG%8YK~$yhi%Xr147+FJ_h}{$S*T8y%nlC`i#K~NG2`+D>;#)-=9f@7ma8ON02 zm4L-H3^^9cx_+4Bdfbn6XBrYFaBPxarj~8XwcYRcI8?xyh?%vK48Wni_^lONmrG#P zUh9)H1_q*=1tc3@23l;ViN_wDZHg&cHV`s=uLl5QY)p&L8Ns2KIV0!=60t-~KPF3A zEZMw9#Wkz&GscTzXE_Q%UMM%5^U;qP4L7@z`@C^E%SZHRgCXM?50Du5VL_t)EI4wH* z96LBYyJSjO)TIeEH$y}YlbE1tV=^JFwVL_pIL$vpa0OYzBxr=2x*c5~ug{a?PIES+ zC7VI%Q||ga{(G2w6w_0gMDQ&4h{MJ6#sN`4jk>Zw}?QM%< zxR!8)3`UViW)v1##lO~=t4JQ+dn6)qsn(X$eJdq3W`rYSThJ9t#(Jupb#|~MF1;1? zthXDTDy^-7wIn4a!dlDL#9N#2#t>`S2u_SioKm)zw~h~IY0qh-%&`2(MA4Va^{;d_ zhZWj~Y)w13rI&g*(AAACLbW$q&lXuElaZ{fg&OyG6VcO*)2T&OYBYjHFS7vDQFE3OxZ5HFY<1(q^+pr zWzi?!v4S8>bhR6!pxps><_E*4OmVHDcktcj71=!8Y^mA857L9tiK;|#U<$+XitQ~7 zAJM;h59~bcds@F$de^I@GJ!IVpi|W$)Q=1~3Z@c;1W z;-9NO2y*jcniRP#YvmLA;x5Uw#NQtN#b9RbfxGDeIf*+1CRyTl;D8uh(m8R=gb0T3 zq3sTk0XZXv8A3u}DyMOwi_j%aj)jNlgoLn-kpKjekZ5_)>E=LEC}Yk^h)kurLJokb zA&{P#$dz&9oP@K%G(Y_AosptaiV_+npbp<>IJWjZB$&HEGNNN5WkMu@O9TXkD|3>- z>^Fi^N;6fs{s-|#@#C1cwj*g-rf44Il#s@lY!KM&C8quIYYBO z%uEy?3tPHhGEhhFm$+MVy-XcyNd(+=pK1zmV4k56n32 zEyECgMEqF!uZKqlaXp#F934q>L|yKX7{SO+kpTwjZcr`{u)T|&7yKItWc*iv7gQ;@HO~{iQC{`aA^x1@dm4AA)c5Aj4Yjf&}kW{ie+6+viX34E>XA-p+HCE z#${mxAG)i#Alr097#2zDw0R# zlE^_K5Rx-8X_(GqFNp-gU?TN6Z0OuhC1*w^F)$L7fXGOgvv05@fJFcyFp@A*R%!i4 z#8iaCXJ{ZajMOm=-xIHpJ&+L*X%G`Z1pbuuRqI>YBiIv?a`}dG6>HH-3R^N1MuqeV zLjy!g)1-(XHqL-ZbjjrJ*D*vy%)sxh6;lutkphY7Vc~(9NFWn|NU;DKBoP2ppn#S# zgIuWAVv~JBAj(n;`S*4o1|k9q69If5P6L1l3}iq@L?i$wLKa4XOjpOSa7*CGQphpY z5rw#*2qZ%wixi>Mu&L&{v`cG^6Yf~16Ph<^C^=jW2#Ulo2P|NKnF$#+LNY+!f{%cb zNR)-Wwl1s`v^Lt2uU)2didKkP_Lh1&OBcRoIc8pHAY(m)JP4W-kw}p$l7Qr%WFbes zuOQ6K#EGe3=}zGSL^LP7B?Vwh?FpRd5z8Dlatc~oIEhU|GhJ^>9aW$RkV~eydW4PC zk*M>W@L1xI5|kVPxt!9%63I|Vz&tz>SXK&1LPTUWo9Y%=Yw4w9VnblYU<%0~1yu~h z5jYaKxX9!Huto`?rNn|PnGxoefQ_MTOql~>W&~sd65<5$$cd1i7=R=dWP{wCHavC^ zAPGoI&!ElmJVBsTr0F^MVW}!YUfg!O}rZO}3sfgjr0tM7SkEl$< zC@2ERoCyl)!WimK0O1hmrp25DsnB}*WZK;(geG(07R7NdVC^$Vgy^5((gieItJNCR)-j+(|i;C8J%rp#Y@8r z=C7C>Kmm)w$!H5M&SGW}&RigLYL-flf-FGy$mwnX1`wDN@s?;wi7+EZ_{=0qbRds_ zJgBO0a&z)j-`$1*tlz$_uW#%9EDdJR$W-VN z;iI9|B9)kuO0ArW5@#d;d|!#FY(qx=QWq%Yzo*v;Kbwz&e~hSvq2Ndh3o@GN5P%uN zNm2@YFUA5;6yMV!zt7NDL5e zYDKULCHTni6(X#!l#=){{E-m~&UySiVt>Y`1jr=9mLcQb8)Kos(-L5)NstgEQp6G6 z2^^p*lmK!@WCEx_v3AOWQHu%-1BO9AXxMUk?|AdLkzg$snCp0D@R<3n$qJauwp3~6 zKI7^hR-ZWokYzbRnQEST)KnbTa4yWeJ^)WB7^S48*w@0yaSkQMnzRIw)Pg;=?>r8| zIDEvHjCJuLRS9XgZwj=6yFhh-TSG@;5#ELQ>qt z>In)`!GyBA2HU(!gt_Z5Tq%fv>bfoG+24=B7$k{EQ?1seNVR0*%W1nH{9p<(-STdJ zvsDuJ7{8ZeY&q9*4tbjOQs}kw+++F>K3(9kx{?6<^0a3~1;8u>nF)~#lOJCNIumg@ zr#DB|^a(o3GXeNb2^dcATu0+5`-^WK@f>>65gse%J@ducto`3T1e|TA00==~Sac#; zWXZu2Sg`^S@+MNy-^jj#Oli-V4*()LDvVCi3elvgm}}*QVLTS!w)SNDR*bWZT7R7R zW)nGgNH%+mfV2)dAg_@H_{3ElXT(gekqI7=i5!`n29f9h$m!A31G2C3h~Y+HStuFO z7|cVJC><~qLm?&xghf&!+{uBAdXN@v3`%)2qOH;k{@_2Sa-{P z-hb$NSr%9Oof7~7%W6;!FgY{T@dt2&Iba0C^a(K_>mp?_j6S}iy;xXR?ABf1kiK3r zC~RULNKp!{WlMZNehws4fe39ol7m%+6z;Qyn7rDvS z&a{oHIl*H|CKN@y$4I}w-!IQBjLbD9EEU+=1?9(ev*KNHoKIL!v@nKoB7gbi+w=MZ z^CPd5OKGug9?-nr)6xw*Ko7L6gxhMQP;%I_&;j;!CeR{@6!+h%E_!aWYULX9^%K7SWTl@l6*sHa}*}9R~)r2?6t;z1*?wr8)+H zd50O}3T4mvoUsUrC0S;XW#Nw%ejj5RaVZxrjAn7X=5ef#3p$wwx@JzGAS|4PD=usD zM1hS0JT>%Q_-Wb7J-Q2h0iXQ9T~Z zGAMwj7viN|yxO7r`~5xfu?izGNE)%B2H?^ADg$`QvRSrC7Ujf?5sysPer(0L@-Zwh zqL$>PoYslyrwyr=<^ccx zXvI0-YT4W)GJuf*;=8Q`Ua>M+mFRw(rc`*Qt1FEwmpc#?8bsouY!cd;esH`3T!GHW zOz4P?07xSV0};NzzM({<4cD9n{7~4CmQxKI#H~7#5t{=7piySxOaR2paze@gb)PzC zL@*}-*IXQz4w7J$vV=<^7IGmB0s;lgR3M|$cw-pDG^Yh5qYx4iWV+Llgov#IC3FSL za1I87jmme0$RNog6TMZC+Gr%HWjc@nVx*@^JZ`;8H~;?OSHNRCq_$Z5atJ`5h`RrIygr}s@EzJGcy1SQ4Ma+ z)6hyDfb5Wp1!)65d$yzn)LnMjNpOp84(_4 zFdZ3NP4{jYA(o8HRf?5Tg68y@Sg4f35$JKG10tH4&zXi8A(`)I=pwSRBLIaA(*~QyF+PQR<=O$^nkgS zLY4Dv`%nNIkVPgZ6)K|Ihuo)&yQF%!c`3m~GHXA6Pm-FDL6wT6Atn@hd-yBli}>K= zl|Kx=+)YdvkN-gpJQzig`m`Q?m?_B`^N8a`&Pb>AK$B#EcEVrGT9qdf9v%ouLF1Si z-BHxif@t0HvfQjAxxdaauV;a>EO1(;l-+I+^P)6X^bJl2v0?^lV`vpX+ir88W05Si zbSKZl2sekMgw=EPG{Y1MI#n!fL>!h> zABhXT{Ty@?A<=-&RceDxMpcMt*5TcBN6e+3#bw@)s*~4}i4uV7y{5Q743E=KhbE{m zMX0cit}_RCZ0m3m=GHbFGG;`dburL~Xm_=w2(e#ClX-Q&_Vsx!ACNKc$+VIkX)Pxm zID#@$z_D<_a`w7<5?QU(05bia7>NNwP?oA+Eha7}E*~^$#yj;66KQ-@xk>#9<3s2- zfd%qM-#X)iEO%C%*oB@0%qRAEGukO2bt&^1F@o=j*Px~`tPB7jY88L z88;?lW(07^VMmEQP&}%7fysmkHp9BEOIVT{+5po`1jle+aM*BAE>RUtmp>ZZQ zv^Vtktx5`Yy+!H`=0dg9RvG5f4#b*XxwOagNSQ1n0;CZGBq~inO#7wGtC$zaF@N_1 zqKTZ(?k_PfMAq})J@zIKd44zi8tLvO88c`204-uCnwirjXc1bnu<&e8E`R?}{|Wmc zKDo$|5j(RtlUA*oN-1qwre&0TyZ}#pS>o$$9$B19BQT$UJ!Lp}8^_if*7=uiZ@PU* zv~~O*{VC41T^@ReWm%yx4TGD@d`)SZXC*J~eexBxR(a6z6|fUcLidObyDy?lm4ARrR8;dm#}U)N|AIZKs70e~)&(4Z zwO}2Fh=Y&-ARsfzlOcc+gLjVHf_Nq&782eT11%(ZD#MPcBX^PPJ@=f{DV_ zAv_(53r>dBu_mrg8^kFPlNLrK7~mc`B&FnvXhgx~5$Qd2_XJD=XaIjefWO3Kt`{EQ zisX!xj#5h2=FAlLjn{?R7`HL6Egm_D$i2v%Gm$C-5!jsR0}(402qFT+Gz{SkfDpnE zq5`g%Ko%6tPSA-OqY-BNPRvqyPqUbtRd-T%O3Uh{00t1`OrFhs(`as3VL*CP^Od|y zro#j>Ld;0S!c^{989XC05U?--0fuEJ2Z@%N5Cs~dLxMx{9Get{jL~!ULdXIT!Mh5O zBB&q;3KBvJFx(>(6%jIII$0!eFheW`GrW6X!AeCE4T?i<1+xN}+qCImn2F)Tl07Sy zvb7qSW;%AZLFFI928AO?#sDlRJlqlB`wsU=^I*iJrN~CEw)JSUIutKT1$4^$c*mWv zYK^&8SY(D4uwtHLLNGAE3G)JB1I7(UILstvB*HYabR`FdCV-C~YBm9E76@u3E1?j+ zCyo&Z#De&s(HJ1mT0J9js1p%ks4Jo@?G(6HREm+RIS~UiS(K>LY0l^ha~ z`O7W0x;3;g??E7lNP#4Ys5;znX_dGVW+WywK@f;yfuIZtWE_KsYAwZ(p^U6ofC+I< zsL2E~UCkyz2rnYdqNrkygbbo&VdU!EEKI{Ll}XqFkQmD;!Y;mV2r+UuVyUHWcl}R}l9>pMhyWHjJTdu$h;Wt>as+?{6_M>seYl~iVUboO zfzmS4TV2xJR4GLeg&8p+at3)w1;PY$OI1Q8LPSi21OQ5>fCSHkw1<^%Z-+pG7{~pk zuC&P3{Rkq!Bl1%^1pj-2WIRTg$CE&690*WLpzkgnWFqVgrRb^n#TQDMUi5~)z+4ao zgELZeV)Tl4cJ=a6C_E=dY->ZLH=A4u62s9=hyky;X1no0bXn^~nJNIP6+eH?2W?PYxrsp@c>-2|7lRW3fk)@z(<0{8CZP)jSx zE^VcDKjzG+Wyzp)a==7djGXEKY#UK96Vvq2%t!)4Ab<3zZ~EJ?wv`7CnE5mFpSi+BkL;?wrlTvC ztt~&??{5)75I(vhFY9*VlQrO0C7~om4jU5o5Di$xFGXJ8VH&C9<3-kG8NI0P zHl98{-X`?1dQ@Z($uKh8+@$usk++9-sd93kdHsFz@i^PglGV|{m3<%%EBbg}?lgq? z;aGVuU+F`hFQE6aY{$u!-stvD_RzF$(YbUh4-Ae-L`0G7$O^Id>)K6_E-P^H>BDhp zCob#y{x8;lo$z}c;bSZ9BcsDD(lHAji{D(U3n%8#xW3r8uk_Q0+8Dd``|XasI6ZcT z$3Hqa(JUJ@DPi7+f%f+NXWefzOOp#=*zwAumo<-frRQnq$^o^1#iP)A(KV<2&ANPI z9wok1PoX936YJCPI{;8t1Yl}h$$343?8ra?g_s^NQxrv$ZSi+gN%;Wf$@8n}FQ}Tw zxyqmW)4!GaKapSH_Wy$XNZWtApZ|r&r-hL~=R6vf#A@oUZ@FI4hUjORe;^9O!}#iW zzV~-1hL9ZY*tjl)WK-7Nbez=5lmOMN$wPk zLFBj;zw1Qh!WfX@MXhyf>bA;4x9c~Xv9(2*61mWag<;yuu)jJk z0Ttshv=n+3;8m8x62Q1Iq!q!rY-Cs*($cF?ThepxZy6==o5r~JbX;&Hred(H?WUF% zOU5Ovx%V*d{SNZQ`y^~7ZX@5fhjZhLT}AF2uUDEw($00G%8+}@NeOjwwg&J@NV7+qzQI7<{g$XeLv;>QcsUdyU%M?3_RIc`mF_Du)5Y?)#@1B;onMq zWnVNtXGmsdI^((J@}b|RI`z2}UlVdE{Pe*uf0pC_Q|)LO-tg|GJ7(lw<%f?yUSHV* zvdM8A1R|vzT^E@{Z&Yx*)H322M;*a?ERUbBqb&<;anIp%c@)NH8o%zZzMQw^c?ux& z2q!hT_M}Mj#ESIh(5rzNzpSd>82J#4}ruS|p2EcqkP7W@Gq|BiP6wrzh44p`|)YFQh{)qWO zG9@SAOTc@iXz+bJZM2Bg^f;zY%t)jnhhbVwbuG9umx8TSnH~2VNy$7B1{(`DakFk? zv#gnMjN>Xfp)48&+LG^Yx`|i!sc{&ZmoYNTA87HmM#M8_uc| zod#{J!gk0KO)ejExwyX4eU{<%RQ!A@_5|!fyXg^;r4+`JmgC!PM(S4SR9Udqy2=t5 z7K4Za1ROIkfip_F+t#Urj9?we$xVDMR#s7_6;-{{Xroi!ob&*DrKg8d8aF73(b7j` zVC9?!=?n{&N5pevwd@eWp#*mbq&PUGAOlUnPUVy^hGu3Wiim&|p#C7y_gg|R@{Gh% zrL=Bd;wXHsSciYHp#l#gwF(%KK@bp$Fh$t(NW>&!i^xnwL`Dz<5@xD;VuAEMjne=F zSt@yBQ%u3RKyYb0^Q%Y3{4vTmL$^>gM#q9R06Y`w#DsnfoHncPX=tr_LAYTUff5i< z!4!-}usUR5FcMRfA_N%b>7I&S7}I68NJ7Gxdz+qxwXg{r zBVh_)1+p8=i~(9HS0E&slmjhY!c)yDsWfI}4}cP;u?3e5h#Y2#fS8Qg+6g9@K}~@a z^I2f73rt=S64Ed+oREmPm|7_Xg|G;?ha;mfx3-)-bZp=_>8heaLSk|`M#r5tvh&$|8er4 zSD?go(5dw+VPZihKu9FcDn^L?&H=TYB1@lkKkgRe;lpX2CHc3yt{ zo$ue)mHr$><3Q|Ic3b8wbIc<(P9zoe+i|1Qg=Ed-nd#5V+vb<+N6eBC6)Nhs@<%Bb zr)po5{9Nz}O=#RpUP-RhRDxrFKjo|?_CT#Cs_WRt>rQPcd=Yzj6k6^?Z3SH7R!zY@c>(zY zp6+293hI2MBp0ac7$xn-A8uv!cH{GXl=KN_6WQO^O?+K%BHDyYHs7nNZm#oF*iR(I z@CetnmdYKjpBSEH`5fhOx(wG4^^wep=UmyB?-Rfy=nh|~0-99f55uufi^0Bo`ba$M& zz@Q#;&;8I(e-ejGyRZ8c!#laP{c?KWS}eDXrM~}dJ^n~D;r{-a)-OMNLC($ik?Oht z)C?$$>!HVl3iW|9$Y0hra^rW5Vspif?z~LC0JvS`PaGrR}CyCl;qY;kq8@mMhI{ zV?4;M%9oiprxnI2oyqb9E$+v|5(W44yT<~!2G+UHP2mLLdc%eX9D~J{N3}J4q0{;O z#Q(Wj=~mlAl-0*L&FizyWn#|uviyC)_w(G(#}5K0TYj6c!*~+<+VDrDL@@Mcj|uJV z^7yIsii2ksU)mk+im#5t9E*E=rfQMtd2=liANr)Q^!4|0V+-2Jbg^QV3N%m*At@(+K5JN|Z2-4@o2 zu18RZam}~4I_>nZZtl~lOT80cZw(K=jD5YY@3!Z_rv?{R)_SVF;#`rgE=2vsFW1^z6rk7t9G1@e)Sar|n>mu-1ifBCtT|7!cU&%dp#&wSVqfBEtDc>eOI z`>k*G`v1mpho@INe+K%Wng8{IME-ctzwGeO80C>ZgnUu`^u8~8l3Tsp@l?+0_MfNr z$K&>Mg)C9B-%uwEr#PtgQ+wZ!-@0Z8>TpHBmZS6I31IB{4GK~%Kual$&u-_5rx7p( z&T&8K&aEyeaIdua7W?n9eqA0ORxAyS?Sa~E;{@@!!9O&Nh1201EnH!%&IH5Sah!5) z&%B7M}T>q^!1+}`L9K* z@ITzNUF}3~xdAj_WRw?by84 zE23WO7OxW&B)a<~Jw3ze1EPeCc76P?e$Fv0f8}iuKP*{j|0jW;9hZ0b>09}`xBAoi z;Zx3U>+vP$*9u?Ie{L`&M~*Ko-`ki?zAD))k3If=^#305#{hTw`gQ$ee3kR^rmF)k zaBsQ3?@urLt4v%DnBT7ca(yyd4u5)n{HMQ_S+;ffPo}5+KJGfplWm{R_%-W*e2{5H zUz@H7e|v@7r|y8?wBEUWSmE>PA^r;ZJDj)I^V2Jl9beOLqn+&GxjsJn{pu)Am;PPP z!yGfMx6;nR>mbegQrEAbzsB+V%6mNjx7+b8^Bva%7xy^k?aKyl;LrE>U!mr)e*Rki zzMuYVIDP&s@+I=I!r!m{36DpJPuV`%dY1B~Nb@_{n=J6W;3boY_+cm3*AltlN4Ij* z*C|oY+r#qHK0b~%L%!5`uJhwP@B2AV*Q>fh)`kx&u1gWyU)sEJKi}56f1l0k_x@NMZnXB0W3`#4^)P@W!-<%#Nh$1kt+&&QH4#QON<#&?qc zUdwiFi|SYK-&Z_9k3i1zTKd<9{*bfWf0@_+aPqo-IITbJ{}cPN#Ob&73K&hwnj1{d z+#T;T?c=vU*7%0_CGse|R$N*46|OJ!-EFYstgbj7$QO)Te?9MipR@Ko90*po*uvW!ZAa2fr_@=JTYH-I{9b9Xf5DhlDhY;Q zY>#tW-}$}X&KtJ|Ua-qDP1FS1cK*te5DU+UtBqc#pJG%vcJEn1mMX!#Cr*eKV>7w_ zSA=;JJ3}wKk&>UGKRf>d0EK>``@b)*y7U27GfwCeBIzbcFi^x zz%Xq*2^TKuwvz_VGvXhN{#M}w>LKtI@dd;RbAdP)em{DiKWaSV?P1Athywk##(yD5 zna-nF$RIa(Q~LH^uU2xwe9AnHqm1_!z4)LQt)i&s;Y(~Zg?cV*RF7q>XzW1q|IgB& z?OKv$>v`a4=d@<6y|=qZL}o_hIpm>4N`iy}3cAw!-%AA)SRlb7#nWVDhKF~1ueHo( zGa6m^c?N^QY>e^$-^YGZ>){azGAhv*X*Nml|50oT!!olfeh92Kb4GbKf zy`9A5F-VCDM;L?)3KX^~SvV5<7#%WFAUMq_CLw|@DGS6Sm6Ip~*piZv3y|QW85iHL zetp9I3c4`L#?{ZS=>RCn5HJCazZaUX4B_FPlCS`k6m-sBN)U-kMPxuE!NiP=g)1>7 zQ34TAI=~EY*YUQ@&;iTiTpy3xPwdUlyDSV57^T3I#s)KS9yz}PfJ16oGbuc~ITSVs zY7o&PyG0~0FeRJQs9u&@M8wmEoe-vls#FOE8^VE19m$X)V~oKN*n06^=2^U#Ob928 zsmxInNGU~v6je6WJ>rd$IOY3_)&Z$1ugb^lPR2THc${27YOUKo=ZPWcnKs>eCLt|C z)$;}|6h*i=ATsTu60t;cE8ZREBPeHCvn(Vec9QM}3(&$W=@DUw`7J49&CJXPp$k=J z0&Zt}BW+3D;ttqLNg<43J^KtwA}ovwP$^j_(3pn^lSm>UqNN2m5bAOT4+5U)69AAT zaMKc;jycmu44WNW$2M`~2?nSU7!%2H(Pf$^!rsT)PdvU!3;|;wi$^uPp_goR720=( zU4|mCE60nh>k3iFK+r;aJ!O39-*)hANbL-U1IcL%crxFgb2ij-S?r2K&*2X+Uf}YU zIiMPq5XutH=9n`>;9X`gv+#ygg^LI-1^e-c0R$+VOfHO=Xv2lZKym@fl)fzXQn13b z=Lnle2zKIz%3Q%S+T8Y?REb3>gv`C4=4aA^?mmWD2pJ2kTSK}hE|>-mDx4s5N~Wg` zo2xFE=)GmT?`ThZ)uQ2`gD{wlc8@Klx&twmlDKfbqG$K@;MvPJs9ft0Jh6`hybxSG z&IAN{*J8e%8A!;4LfuERZsBJ?1i>P@&&(`9HHkgLot{@gxS*_o++BdM=o!8Y;io_0 z(~q6Nx$Bm>S(ovl7ka7}5%$sM8y~kl+VUhPJr{5|Uu_K2Yp04a_PiH)=El^eOqPK# z5pgT!`6~?>6TNc<7DHwncMu5|cof879hG(PM)W_1*H0pY{m@rZtaT&M7hZ z3i{aSWhqYye-3_<@=$teg?OB4oywv%tWKtdJ;4wSVZg8 z@p*yEy`NCEaLt|^fzkCkse|6PY45TAr9=LxP6%jDDe#;GNLn%TSG@8eFg zf+yM6on1{WvY%fO&y1VTSAYZaVD%F>Q3b=CB}NDTCTdzp^#=lkAkl)X;Y1`E$jj9{ z&z7Tat)s&r&1pILod#N-u^7n!yF1)_InaM#AQ2CL^?VH+2%_bQD3qm&%CgaNAyvk} z95h;lD;GowXMh4M;Q{b*!ih08W?*y@&j5FG5)_Eeu?W8NxJ|gJJh}IC-e-OhAjv(G z2gS_f_L%;_JkigvmP)agSY`1qo`Q1KdL>~5Cm^8(>W>X&FihwGgXZ*G=M$?vFq2DL zCF{J1Av&@>hyUZq?r4BSKxD*LH23iTt}IEA97V2mK5J(MNO}P|%2|WNJ-dVgK=(EHGVp8&v{az%gmWfcZ`MEJ*;I3$1vH9WsNb$kY;L!LnrZNnc#z zZD^-u`UC7+@mO+svc7v0a41FgCtaUd3O~&TYZlcti1Xeew~a1kP}OrTJrT4K8zp5Y zKOOW7X9Gsi5&UrQ0d-J=2S$f!_FR zoCol!?l*@M@K%Z;11iHN4ZOzxYoour=npGvjK^A1iR!XzbDN$Z+j@nheoO>rlqx=R z^?YaW3{jPcecEGmM>^w)mD)-6V0Uu19!?VhMcF)vNQ?H-&AmKdmmYAxkH_o8jLQ=~ z|1h`x598OcHEaXsQiZl3&JDlvH=M^ol=5$C{ogTup2t1gUo<}nU3t5bFtvjWbbTqy z%5W~-Gav$(B@_L-b3u56nB(wh$eu9~6GWW&l>I0+FYE-;ybOp$ulh>lOX~Aw%EjPP zn3p^@Y?rkVy(8U)JJ_Ajq2|gN@amZzj1&>g$!kxS6}j^y9< zcs+c&z6BV;`>bkZ;BqCK0W<*vFw)Ye+iA18nC(DUDFW5HT1OZLJ=Pb(ItRD`aTQ%b zDo80^jTTy;2w6O?x)fRo>KzK!o6rZrKQ8rcEx_%%N+E_ih92i)P8Lk1uDe-Qn{I?& ze6)FfG0zEf>n`!;S3GNDFd5z2>6Bei9!(^9VPg}ZIC}tiB{8%<=j<~aRI#kd>Hs#n zPZ;JC30TuOTq1PZ!C~Y>Grs$k(g)_u%eRRLKn0C6*wDQP-dhfpjd^u!0r$k2S>~+e ziP(uJMl@5dPlzZ^ap@3|=BYlEV69Cg;*)3>+v^S7*UF zvmHZuQ$|LBFor0?f|%|Fl#o0;FfH9MQaBhS$OtAn0W(sfxS(rF_6anBCec82NmrPJ zdvdZ5J7-KJ@}%!qCkZS7YAHryS%H;=kuwIt&Tyd!z!uuAZlk;_q^SuyARUIt+)4=L z6mg3ZFx|TN#zZY=hlMLbgxl~rJV&CDA{Tfo#j2WW2s^R4y9WYuRIbjv6~Ki~=r$h- zd0whSx(Eq|pXV4cQjdXUJygu%m}tg4O3CHYWYy6KPr`;Y039fk5!nMX=T{uB5pKyA ziF#$tS zqWe6-Aybf;iAaDHfB^*n5?qy#heuCW!Yjb${ALksE@=W8=?MT**kO(%-Nd~hhhP+% zjQF@uz!MtL9!qsuat@yW&@u@FGtp5dXCNAo3IbwgLLfRrN)Q`~X0=pf8A2qCq4_xa zx0}F`5X7pqIifiMqO2uq$H8H9V8;le!USOdiZ%l*R1$Gm8aomyc%~;2Ria3Ya0q0; zr`cK&IBv^CUaR0h>yOgc`D2cbnV7^xm?ff1j`+?BHs}VGS1jc2&}XOsIC>%{L7)ao z5=YJ!0*q0~L(!9>;T*Imrzn8CxVw3plT4MTmSAVqlLHA0VzGRfj<6qwO@GB8;5kjQ|LGtf)HS$c(KuAKvj6^qrunS@!n0pdI62QO0@`O4AX28S*4|c4e z2;q;Z1+*4Mbh6BJcl5;goQdcSnF9(l3WydWyt5*4DU-cX&IApH%xN)p8V1;ix|B=t z?ex!2rz`>FFr7VR#_G6wXp~5RRCJMW2`mnkqqGInRd5yY?@Vb#p99gIc}buEDBoFN z7?SYK2LKi--(dxuj=;*4n;-&;$3Qu``Vxbt@8$aT7}m{mFHD6dFM|u#liq+SC^F1) zWX2>4l3|ZP!XhE!fL$fExatP;Ywu``?yaB7f20Me-9FkU9sutmFe>mHJ!Q2=aB3BB*kgoZ(Hw(>SPz=tZxmd?Exg!{MtNj=RMG z!76{QV#ifqyiEHf@MDo5X{juc<#HNZHsLSw{)c1!vhsg^lK&wv+WCh?UyVQbSb@%z zMtoxb#uN5Fp>FP=SppI4WwL{P74ofYkM+6ns8VYAiSa36KjjJi$6Eh0oL}qbep!(P z8czh-g8O(=*-t;h?^xfFzCpMCkoCuB_up3R0`GFzJbynr(|vpT)0p0)kK~v>hj&RQ zX2K5yp+0hygpv3lOyW8|za`<6#C?VDJY`^2j(9;p(ax#Ng0cW+AI;<((G$8*Bx8?G z5fey#B|b!M=AR>M)t`{xtG;{dGol3!Kqf+f@X=$Qf(8JPOi&{wmc z$%6`Bti#-~smxK=JBs(ja@ z0rP-)K&ebtAXdU2Jc5aLVFk`E{p6!~uyhDQ=Moz3IX)x2mbD~jh^T&$cuy9^|Iz2K zasE94BQ8nTD0^rI%!K>XjbW@))eG?sq|SLppREj#(k47wNc^ri#D~mXal(0o9ayPc zHrUsIZr(w~R)*wrmVVsNIWLGF8nlOWkc7w_XEsNgqK|m~liA(DixeV&Zs4}<#pY`k zo>CJ>wHpVwS>MLxXYac#$<5sn2j&7GGjt|A+%2d+`0FKJeoD(se!A&SMVy#q{EEYgS>UQD3t< z(;v!Gw)Gzh|9y@`|0q^Trq#ib0eafgO* z?Bvf%%;2#+?0L+uOSoG2F$|Cc%Wm+~oIfG|?)qxaU zL?$Fj27#fFFle|%q_6;Q7VbVcS)>Y<@IXKNq}Zg`@9t&e0L*AN_Bvs2sV%jqEksT($kTkFhzui8)qqn$OAk80T`6s+;tje zCL;+rd0Jpl(P4GEBNDMVrh9|~GM{{AdY}=ZkYES{U~tWe#uyxd8O)3rW?=#xQN62U zXBsImIVRM#zQgz|^oB0pH-R0+Lf=ZVPjCp%8oUpR24muWrDmgN&j4^tXGlWf`cPI; z0fZiNI!vI%g1F!tb7mSDRRA7ly=^rJf_$VKFvWKw1BoMV_$5ISEl{RzP_}c~4Djjv z&j5}Pm|%j2;D}B`U;w=lPQ=1=K@iN2?nU&>nGlK@0YFN4aYKd!Jc(3wC1Eq9P+~<| zGs4gS3v1`G(`9^FrLxq<)08C^MqF5z zh*Klu==G-yPA8uvh^`bE5SSBZN&rlUG^GqTI|6$@u*c$Biq7ldExdw7Ypp0`So)Ep zIWY=SK~n;7;VE|JIM9pW)nYh(E6ZSJvy3?mGprO|D((aBiI|iT78p1IV^XB9)zgP} zND>j&H3++pK1W7EMiQfNW=6oYj?f52L@E+UEmZ_VIO;fxSA+t>kJ*6`AUNUmDQIR0 zITJ2QC}@~qm5(`nKoF8ZGIc|41-*MU3Roaf-0zKQxFLR9nO9$l_IClQTgNyPFIyn)i7p40Jn6=U@lbT zReV4L!IGj>ARod}v%ImMw2(`gsB_{NLcCp`?&C}3i0?HFYnX|&5-r1LS(j2uWTG2c zh|pT93=@dyJs}C*f;dUb(sI^Rf}*%#!g0oIEj2hVjuRjZU=mmnUm12JFz-l&q$GtB zmYnY6;lKfm&=TGVlM2FODVyk%GUU8l3@pOJ%d(Jazn?0)ml6>%4B3cSRmnY(Y8EY_AlGFusK>UP8*lhZHzb{;}1EoQ|1c_M|NG9 z7wx&$-*2iKRioBW5O(yLY(I<-(lDZlg8;Il22#?EzHY}pFZn&W#saRf6@0Z{PdEtk}A3(WhrDoUPo)_wgs-9Paz$a zBQ_2O>awCsY0whRcV&B7emThlds%tk|Cqj!%}fv1l|H!tPG67xZO`?@`X2>WJ^$fR ze#uRGejR89{(X@N{_EL$JifV%Dp~ju5rvee%yWusfz3UD0Fj4t0!%0X%WUVk0eP); zOV03lPKD!Bh{U!8C@=&}k5NUZFTkZNLE!0zJcpf@jmE%q!n63sbA_{lt&&fMjo^fQ zm>(ii7fF!JOu6I?^BHJ1XCOlaI*b#<+61L++5z0l$aeW0o|4MApJ0MrIg^=pN@d&nVM(@Qo;g?&;qWt_1Io z(WeJSDOwQ?vlTY3F40SP8XPd&e8WJ1RmN+S1;POslf0QdrdWzl>wh=bADb)@M;Tu5 z5$mws%J>PRx3N&l7lgbXC;elLN ztWU<^@(}FYA9g=1X<3Tfq6x)c5$`?(&THhCocF|rpwrnOO}v$ehART6ZtW3%nj)5z zx39gdYx;8VIWSK4$VT(f_SVZEcaRB*6kK8PnE@#9UP{x_8GMY{zp1OoA39#o`BC;| zE7ImM<}{y^$rA@EQm#phM~-uNmZDWT=>`1|XUZ!8h__fK*qqWCd<0ObR14QV{^fIIcn%UA zVRMX`DP=1|6GPN>XW;A9=lhIv-apzeng0RUBF{XmcvC%|s4nw)--GDWIsdOry==$Y zp8d1W&HCd=C_64w_!t8t)}`eH9L|N5CDYw4B6Z?H)uBR6aNuCe;;>~Z$KSA30)``P zE+*uNHjla_CLK4kBNtJj!0|}3NjPC9ydiyIz5`#AuZGsRLJ?g`gacTWTo%k2IZv>V zQ~<&BF|Eg(c3zilg<DE-hd#8frtQ- zWsEV;qvp)Xp+>qa>$8gIR;)*RB50u_qIs*eFO?5ecTgz0TM(I`6lQjx>J(fXH?RS&NnnHL|E7(6LAJ~Ln+Tm4e*uoTJk->Rip#`-{B9S-LXtsDqqk$foQ{8;d2^j@+UoRu$>6C+Or-V2OO8=Oe)8~~m{W{E+CxzYgh5jl|^ zyg*JNF2aFu`m`RX)Oj$H)KX9|Bs~y_QP5jNdPt^vFmV7z^QrnSS%#hBjeyCJAQ_H` zU{9rufDFhfrsM?1x8_q*7-Rw1?K>!+pV9-Tp__`PaK|u9ok^GofWUwVNGYBPPHJll zj^V9Dp*he-(OL`6*?D$ALD`|MiJY(qid&0dP7Wp{L8*WR0+cB{(7zLXI1!C32ywnC z4pu}gfD4i;k`gpCi^0GoXcGaHd1a}D|H7CkR4XQ8bhH@+Nb5>USOR>cb)UTi3-1H= z1g8p!Nel$SQ9?J!1DGJghXW^*Ad!O$Gef2bA+tFoBw`W=2_`^L5;2NGn0pdZtHJ@W zss>;ro&No=d@LYE(q$5iOqf|5Rw#r7<~ac%xo9Y4&ul(}!x57uk&+O|lM-=MM2mg) zb#zQ9OSL7584dsdw-bF;U46>5VbM|$T@VD2Avv=6EH*I9Z;49~BTz8?=GnRxCX2!%Y z4v*w82_8XhE4!JE*)d3bK~7GoOh6dIK@5=uOo@QWmGXW;7{T9Pw{6m85Kdj*(P}c# z&V+>Tp#V(4$#Vd$hK!_60vL((eM>qqlTnK%Xp9a)>1iFv9K$dJiGT&aN5VT6DLy=M z)TiAz=lLiYqwtVi*fpbOQCM;uc7N#e6DH`4-daSEDlm>=Qc^JlN1`)w)vc5b;K5nQ zR!j-LXWYk_K*qQ&qdMhub1+DfK!GSk&f$g;=E;yuRAkZg(ObiebRwlpa7*#9kst#I zYf&*2B7x$N9$j1!N+1iJ#X3H`zis+c z1_%fX`fPIo5*OaP-?~o_T51&}ngio36)nLNz`;l4h~+!um==}0F;W;#@{RFpCioH31v~lyw12%m7S;NN}Je#98-&Z>%#Id%s7%aY5sF+g}`OX;#}Q);#*y z)`xDaYamk+cz6aUkO)boBBDi^eKvN7*$R^|9>ai@h*EQT+Neb{Uzi)uvq#*QLeFL0 zB5!kkVH&!wz?w8?ICv#ezhLa-y?akitT+i6jqTCT@nzP@vYCGi`$Y8K=9}xm`2LJ3 zZh72+JFWnXHaZ_eNd!rW6RAxL^I-5Xe}t9y>dYMyvS9N#?z^t{L?4avwctX0We_lf z_TUd6@YbhKpSc=g+2XpE%=z)tTaaG=zSM!o-xmJNFVAmKH@)#TTNw}ZMfznyMas-~ zUst#veUfr6Ts5;~olqY11y~K*n0E0{zA#fm3zjP>6&>DrjOF@cU!JKg`1UvSt<=uP z`x*bl@iVPs+*;bxWMmXvMWK*o7seQNeg-J0Ty%#mgOk(KhK@TB91j@$Cfl~bx=fQf zj>XFRcZ2KMW1~_SL7G-vXNuIoRpu$@QBjG#&*;$^rb?;nl3}eabC#ZUi!W_HBq2r{ zZKgMXR-nGc4ds-cKE8T~`5_IKw<80K$LomC7J_3#enI$b@Y>&gWqqPrfxciyl@|$| z`l*f6(k+sclLe>*=0rW`KNC#zSctSdxxjSqBR^cSqepe%nVFG&%r3ymKLs>^TOZ9P zYMp?i*3kZLvEkt<>;&-&1sCG|)Q<{4q>xXLVy+g=)9UqIbj#Ks-sX~V0cUR~mA2v(o(m0l`-|ejcqz044uelzXTsatD9%7e}zy zq?_AQL_OzRluA)hX(M_&8GNglcMSH-lIj?23~ivpy|lA0)@)@K+$lvNY`u zwa7Jx`MF4403Y62blKx?uQ(4uUp1D6E0p$Cb2Pr5?iOSKguY2)G{{GJx&kJ!EktSa zd^`pYE>{dj?39CGN+O}mK!7ZDGn+{W43OvsPzq>$diT?pFW=hqAYIn0mU`S@%Y2;M z{|@*MynICempaEaLGRcbS9mS-E&AQF=JJBN0%uq~=NvhOBnceS05E3SBwATBg#ZH* zz84Re^2=l`Pbd>|Fi><(FPHM1_-lT-F(Sn3sJFsnCY-il_hh=mnz}^xC9`XJKA(l)%&1S(3k6Ol~t^az034@oQF3t(~YGc!o&qU7Xgvqem_u!I;M zDYd^AFTC83_)PLc(n|FSL<+1`v_I}1!OY!!j7PJ%G6#c`ozY?VoCDM6ob^++D(C)$ z-o^Af*Fj{@vfHUx`+0UYUAIL;ydw$PgbXAgpiFk3*)ym0>_fy*0&yfEPSxasGoL+} zup^_R0|1dENsd2btUx#9k@-MC%2k52r2EV?;s9iKMbTQS^&wD12#BWnpd7@VWu?t0 z+UNpvqXWw{cuarm6IdS|eB#RZJZ*)s0S7K8gG#J<<``$17r`nTquHE@s7e4a=bT|c za2C`;X6ZIHqIe1*&payTchn>+bC?IDW6}ae0MMg)Bqf?zfU=IgxFrVz7PklwNRNo` zg%?zbBu`*v5NtSIe+IqTe8V0RFF3V$C;pv##w-LoO9mZQTGYjJ4?7WAbzw;a&2UEo zk?9o;*)_Q&NdU4ZI9=m+z#s}_N@P$DgbZ|rBPR>E({Xl26QRS;1+WriMy3a9^oR^&48jPX2uXs(m@_P#k&38L zHJU(RX_+t~EJ;8WDF}lxk-?CI%sr8qibE%5V&U}sSLwkr+6^!hlF|tX5fGCIM73ff z6GRRoFtF)&NIH%tLcDCi7)Wl6m;|+!$aGS%K66f=P@K^j7ZF}kN}ys=_8HC4$;%-_ zc`7gM7B)P_G)!_QEGiM00Su)CcK2kY%xZm@qe^fgL<$7U z$n=GNL_Cm85d+!@uK-|FU4Nnic;3LfQZL1Gfdi-biiv?qBupSEqJ?-t2|$`|)@DV) zY0oj#bg%nM&YMjTEa5iW*HU&s^nTjgS5yNLjC2Dzre5mk!y%<;Fmgal8?7r}nAVeK zqg2%h%eMnD{m=hzj^Vw1?Z@;kE3abVN9NB3s9d)>y?s6c6}Rh>bS$4A{H}iZQ0df< zzb@b2O6sJisOdGPjt)RPp#}oXF?TT}AWu3#3KW;Z>8NC5iNo;#_o(fzn-NMj3SzK)?HM2@~kxnE@&XCB~gHm(m|K$)@dkp*P%`&x( zuib9Xt2(EK!xSWSe4BHcUnF_fandU?^)NstlEIxkeRhveWl6o(s-5aF{f00qX)bAF zrfVJ@0LUV2T1;HK&69H4j5!i%ih8YD`rj>Zob%Is^ob{R^f8)0vYJW(Q2@kQlOb`pDGnM)kZWXX^G;q^2zUkzmvDd>kUjbl=bQU^4y30a15Tbh$A=&_SwQzn&kY_c zqKyZ}8989xkXOWlGEpXaqKW5e_^Hj9{UYd@J#Ywx?t7LENlHwm`EUvc4O4$W9Evqa zGX`dNM~EIyiR1u4i6LmLBz?RFer0i>C!pQSG_yFz=wm{ps`yHIotIN~@j$$pPs75Z zmngKeqLpx7u=M^m5k;=Eyd%3qel|D>b17AUrM+cuOP5E!&e=s@)@8Tb!`h?f3r@H2 z1N|Uwz?sycX0Btr6(^zs3IVW@q>yDEkC^SC1r_kbZD2YMz*k%7kv0w+Z5AM9nr06; zR->A{c-UwO1FI%ekL+U!tu?A;Zj_pz1#vf4kqEMN~Bd z<1FS&sRx7ETepd2V`Z+TThF}FgDYE&Udi2&V!!3c7SB&VKF&9T&O*w?Fx)kGIq0|n zg}ew9&#>cLynek$+UVT_)0L7f#SGklAvc}3JB+aa%`rxdUMSW|W59H9aDbT}+^~3A+k6wY zi`XJ!86$y|0sWzNg$(mKt!E}N^LK2z-^gdpP@1Kb2@U#*h|gRxh_NdmWk4XwW!X3A zZ|DrTK`x970stxTg^n+|{8Qo%LumOr=5Fnew0wLjTOyvxk*KI6GBcOu;*p><*k=yR zA#;MyfUt*@PK&XJj+aZmyV9#IXV7Jbf&J|mNtslHlIObUoVU?@b_Zo8!a%p-y~EZe zt4<0mL5k`Wt)}&S3IrBKLMBCINS>a0R0;*eDV_nCL7_Dlq5GI~IwB%sB|zdVCFY>O zFth+aFeZtqPTefuU_RUN3^+BjW}mHqnyjAK(qZ<*a3ro3NHLB9(K3i=kp#mCjBpkoG(}SY&?3zo8ZIj$ zCV(Od2>_(c5$^8teI*l~o`T4kZuUkLZj3BWX~cy%C1E=HcXkk@V0R}JEG)4549J2Y z5ez^=5Hrd-)U%_BLru1bIn9L$>#B0b4iS+ao*9t@fDXdN-j8@YzqcnM*(sfJB-V?R z@3DOF8SJBw;(J&|n=CgDW@g~$|?vUmW)Ob|;W zEGm_0L9+p8!U+T;*Wdt<3Rb`PUiZ z8R(?rg86U>m*EHiHK&kGmRTz3sA`CwJ=18h!p;)VqD;Uik42Sg@z#e z=1XU(u{5qxs&48}6_42Gnni-e00RYZ@xTQy{!%%kcH)paBkdS5OMyyZ#~sId!9|;s zAIsis-ui6!KwqACsn!tv;UK^c^#`yOZ*OpXrsY8xd@Xco^3MZwPh4$@fJrBU-K_nJ zKmHMFopzN6VO!AD`NP~mkN?yBtKTjZ*9ZRBn7{A(XW)&-#iAnu;Wcdxd}Lw0TsnhR z>8C>=BL-+9&OVhEM#g2$av20OoG6RPYxFjNTBb+UWi7>%34=Y&vQSmpT~MfJ9E9T4 zp%NC3f|;03u`p~X%MXkJs*Fg+K5EDfP*`l##Z zhIcO{Sad?|$EPwUuQlW{hzMN#6Ris~(@b&IK$(Cvl5g~=L-;N@D)r?`b*Ef(mV&k?6iAW zF3S%=lKRc^2K0k4B6OUNgH@3&EPV(}r{T^Sfz%xV6oMYFzs`x5>)!!@**WJIw%cWU z#`FK&>R*<4Z$2H~0*mvLFP~rWrTB(Eo9&NO=SP{nU_W86#7N-Sn@p=aVhPg$oFr!L zJWqhwN-fA>^J$Hlr^B3LHV4V5H51MV8mm}U^o;h%NyO@~d91dh3G9<2K%eTic`&f(7SRABI0CgNnXXhX%cDb9E`+R11%d)9 z$#aaa%|I!AI`Qhq(>yO&zsd`q(_%2|0zv4o7Tr|eY(~YwM&aAe+6V&+lT+@^o?5)3 z9b0|8&vN#?wQrYDQs+)pqS^>|xK(kX$DETK3ala}97X_>)IDSt>Z|FMwk_#K?e}^< zO1TBh3RnU;NSG55=7jj~1ka9U65W9(mBaBH5$RR=P`s&b2H=tus}Id7V8nD`W(b-AjFSbVC@^3G zDnmdrt<4MA=$4+O9GMfr896Ra4(=HPEI2@-gy~SU$T8=LURdD!pbInaGaiAzI0qR5vW=Y5zX{52l#aH zkc>*%4kTc%lpK@p-R>)yY&35P-$OMPgh7M=kU_F2Af<WVnfk>`193oMKJ}gcj4Nqb`LQ zCZUJ-OmWMI48jBeV1gnMFg|uHLrTE+90v=Er;rWk?nNY+?)`L}1a9Wn$#vBb7Bido zV}i)Mtgz>wTl*6EDu5UPku`P6(q0A2hLw4F1-$`(MJqffMGJdG903(K;-cX)CvaJ5 z(d0Ox-&9j7X2=HLu$hik(o$QRgu^N35gJcG(pgkBNKu&Krt(Ftzizs zk-w{mqokqxl9010g^@VVSTV?0Qbta0oITUc>NJ>CXx3++EQi3_$7&v|-N?8&b z3hVIMQxk-a(Fm_a-TiaKn+glPi?^+R z^XF}bO@SmWItveyBr>w|QRZd!;%qJFRO&*&n2$>G4eZB=cMLbl%KZ}aV_a7BUNK9R zP*Q=kapYICQtn-}O@j~^K zGhe@&G<>?O;&tU#U>>jKjn~@ZxWh&JzTX8M+S6`7^G~f|49_$mOGZW|TwlvyuZmf^ zW4e2)(|X^`fUK(7{^c`56& zox|F$`-k<(zr4o%C}N1mmv#PT_r&>bS(jD#F?ifp3t#?W8}EZY%KYT<>Lhrbw%x$V zVrjf~uqi#{62s>F$glq^yt@h3B`@4+KmYS%-JAdPTwm>e#_*1qR8?oj7~f1(TS4*#jJXfl(ON zb=h1GVoP8j>BtzBQW?aTn#eua5}9N=pOyva*mS*#boQ^P0~wp0!M0l19?1($Fe`o)jNNItk@0KMKlvb zB7Jx$2Jmnt`wHWanu{(UGY_(7$>&8Y;y?>bPX^H9Sik_?P*_Vjrs13gMtFPNCv7i2 zX5HC(pW(~4+R$@8*7bS-+kEU|*+BDUU2E(A#o(`{{vQ>U2%Onr2YC*p@O{Zoc8h*H z{PbM(EOpAItJ-or9uLp4As%Pmrbl(tsdwLn3JZphF$^@2bY1gtD?32(!x|8W21}sl zSQ0$+z&N92+D7f^f_s$-xBDR$h;oj3erX$VJT0X@;p-=~14Ud`6V!Mp-pxf7nU~~i ziA#@PqM8yBEL}(5HKjn>RsL5y){;g+)Eiew@;~CW_88(E}f~^v)r$7z<;_rIgFny4yK9~}GjP-8cJ{K=K$zhSNko`2`Y7f0XlLWhO2A{k#7?07{F+O< zF8RFBed=*)SG&+$xLlshujc`C-j=+tnpjGIP+8WAi;7gqY9l=;fjFxV6`6$|vzx?L zuY%?NcITHT(u2aR-vc`?>hjd>$<{A2u6&Z`FtC|BGa}x~NI(osBLE@*@QiMr*C$P+ zHe;AuLXS0MgL+D_bVREnz@;ZNsFqs119zeYwNPT3Oq;~XOIZ6k<2AXf|4(2)2@JA7 z^Zb~HY06fg#u(|gr1GRGB}zte0hmgXxy|t)_O+H5=j9Zyi`O2h)DQL z(#>cOq72pGk}l|GPDqk$4gg5Z0OsD4F(M;|0fvYdp2FSpK&_WRJmOG;KeWEJ__klm ze0%_VBYA~#2E9f?uuU4ATVxFrNT(!V6=4MR{#8riqKS|eC@8?0Sszxx%`v1bYn@>u z91*B5lr17MCzxXp14EQYTCz_G4kt|jvPkz+CW({iQtM_h&3nQKoJ2bT6oCvQJHZoU zq3(%a5U$XkWBAlax}De@PfHD9K^8`0? zRWkmLX$sH?2MlCHL8J<_P@I>DW9EH8gb;}!xD6-(0F*PrNmZG=`x(f6UV~+F1Ut}o zoHR@eosSg6vVe+b00mYRt#ID4B2@MP8G)jN88|ZCBOsE9B0Mvhxt79pNuf@Dh|OxE zoolBp^s!|0v$l4zxO#9n7R-$w{7KJTZ=|XA!hQ*SJoa`BY>8psGy5V@2^{7@v&dpI zS&(L|$yZuAuq=oVobs0}fO186$SCR?`QPGbORf>M7g#j3pTp1BeXjDMNgsSuJum1n z9(S7Kc{wgG2A|jQ`CY$1os_xWuFr2jz5C-AG@C>tpc9h{^t_pTwM6F$1+pwg&oeh9 z)yiLA{BHd^_0s>%SJTJZYpMNl0cbu>?Q@6Nv_okJ!y9ksyC;8C+MmBZc}KjyUAMLk z71+LV8b!jGX(#4Da0FocA4_VYOo$lssu4y&sJCp-kdqQ9a=g=?LED>=2#cr~6CFCV^L zm*Yx5{Qhy3)F^2Lfr>&d)XOvSoU>E#CX0|Z+fI0w3j^4^8)B?KjPi_OOWp+I5^%NL zbN2kw%68B%XRz$|N1Tu6x5tn7b|r`v&JEiI;r;M0sW@_`0I((kmPgOORQNRWZCKl1 zb|7o#+qx_^f$(Kke&D0e!9%Q9Tdw8jKhgPL7M#zNoH%SgFy1^~F~(9k1zKkrZ}4es z(Ppu8x0!X5ZZEUFw>}oW23;O}f3;tnH}@>=@1wq-PnZ5qAJ4bFgH?$ijov%ag>0W+ z?Cl#cNXsSpA^qzUJ@%*3W66i-K?rP<=7aJL@l|8&sO*P;6CRE;bTO$8!kES1v+|(R zd2EY3%X&GzzMY5X2IpnoYVR6_vs7v?+vB&(zr_`~JW!4lR;-)B)q2N&ZcSPL=TZM~ zTqH`swFO{pjOMyu)`td+G09Z|CW@TuQmt zj$2=+fA|zX)bnoFm#e=2;dKe)PtQ7GuD^c1Kfj9(8pJ;A{MPMZvCVk5+$MZJ3RHc0 zN;GMMQy$BOqCOaX6_9|PI7~m^-j~{lj(mCuj`G(DU%EX#;FniyKRm%or>%=gVN_x)0@ zA2#IAuYcLz{(tB5d(lGS$8{L~u(X0mpSdW1wyrWh7F!_yhwL8_Wcm6}5kcqIcl}ES zeX4)*=l95O?{4ohc`zJ>4_ToU)|UQR6Y6{&^LD$gAItoGevY~w`pZ|_pSW$y?TyBR zFnjZdm-6#x{;LqF?_i6Nsoc@da_BcRYyTeX@8oe@`(vUGyFkUhqqq7 z^{37kCe8-q%g&G3*zaAMC-!^-dB;9qnB%gXC}t3I}`u^7e7HZ(q5N$j|T70&nFy2YJg z%l=aP`t}cf7RnljX#0>d=!su4iEV9 z2G`l&W4{QOo#}a$AN%t!?fSyU*Z1~C;Okw^Z*m%)8ecx#`sA;%zZHu5ChzcNx&HVi zX+sf-EYxtD@FKLVbgTX^U-@OQ4}2Z-U(&x;UW@!)+AnqccZYo$^9zNBHP%n-!W2Ji ztPJLU*AgS!qd&B4(~8H>h3TmDZF`R8=Os3npHBHp`SuIt0Ql>)-@-bha;Cs}zy1lF zbhNkoKi=gtzk_8x`1o&+Jads*o@xJa&OE-omOvQtR(oCd&1pS==C$)rf2;7@%eQ|s z-sao*ecivwe0u%MHU0+j_`$WsZ<3+=`gZs@qL|t^YQd1D4T9KV3_5;$=0jOu9}>Ci zra@=eUFjtFJmIref5`R7^nSh@ zk3*UDl(k)>b9t|C<;zok0(c9!5q(1c$ArI)t-tN?bYDa8PUqKtS1wiPaeiv~`pj<| zM|Q&4czt@r7&W6r%-$)SY1d`x0gt;-Grr&D!+w3A^Q8Ee{?(zC=a&c5VfE|={td-K z-!IpfO`PAFPJHzHEmHP(@0LI8V}Zw;`R}32s)liHdZjz*r}+nX(!RlR3b0Qxy~NW? z69{jWonMu^UsLPAY{s&}dVQmUo*mv3lp?pm=TY{B%G0;sGV?rs%g1joy)RrF*Wq)` zdtbgNwTkzrHBPr#-yN$S>$Lmr-1J-3rgf1`M&i+S;Za`DG0{)H}y9=|7Y~Y^RNB>T;&}uugP2Ee?&ZB2~vmF z>H`+vLY7vQye$CRjF$nIi6iiBtH)0-*H%vNx4iqZD!!EaQcSG?o*%J~C)(+T*q3en zN$EYF7k`bcPqDAgm}qC(eWByWeSQjnt1M5R_t}3Xy63ih(aZ8_u!Dyg4_ZJ9m^Zga z=RwOU&^ka=-r3FrdC3&@x_G!~+mBksEGb@)_gv>lCX$A?=ID6}`AfZjR>_P!{eV zc*>N~ti-n$Dzx{riQ!tdMC>+ZYVeY|KpYj0Ra12-v=GJ_k4=WzX+%^mAUjA&h;Hq< zZ=S0;uV&YNKDE%cVS8HfS8c3s%VoS=;c3Zvjr(Psw>2Vk(f0@flDtWy68g;bWe36_ zbC`zK$On@Vc@YRl047322k?Z*Xz&0iL3LI!$*_2b4nHtPF``ax5SYNx z<%-Y}`haXje81XST=4nxEeWL7gv<onXHDia?`S0HH}v0oO=P&?HHufDzx zAC1rR>+@n|buJuH!`7H9O-*|?WG;Xl0b_<`q6&)Sd<`-#$b}*;=TOL6#05hJlw=i7 z;TamR5SY7%Crwx5<-+`&(;0fvs@pKzIQmi* zPVqB5#)N4YKEWH+E7s@b=^cxcy=feX0Y#cfltFQ3MKdfF|u$fW&32$ zOBVLW(PP3>5z2ghpC#>kqS(Iq!R*-huC*f>)<% z=Z(``ulIm4z7qe8A(^+7FI*VwbCUJ^)%}^qFFD@zvyDE6i4o}4I_fz;TE)&k3;wAR z+~9Ao_0u9B9D-}nx)K-VQn9de1bKNH$v#i--&jJfPlHwPGH=};H=%)LcDv8!E^Fzpa4jNf`6;Yv~vTi_!p5*G_eNFo##W&va*WvP+Ex(->K2>rq1 z2JXjXX|+dnSSeTPIv+S(m9FEQo)k$Va11mjpjFD1T z1O>1N=pRu2?eO3I{MP(wVepTg|lP@&B;&Cr!3A+nFA=I(LtV-DKuD=WFf-P$-~^rm~_*Mi~bh>gSUt(|{Cd zDhgF(5x~6{Uvrww+iA$IxVE;_hg3du(TIq!A^| z$G9Di^5B*^n2b%8vt@E9!{R@$xcWTK$wbi>h0!p_ZTD6aGB8-2aaf^NG(Z% z4B(G(e0%GJ0_C(U%Z7=0++n3plkPFaj^4FjvAn|sGa6%w}jLb0PWKOyr!}cJQWfM6^fX9(} z6m)UPN$!+IfXKA#IIV0s2r4VgeukQOIhxJi- zt}ouM4p~A1St$TeG_C7yFaV?JYQ|$A8Lz|=MRl|E0|k~a6ab2xk)xa*yc8sMVVX!s z00h1ySIr05R!9Z4f-(d$01*&c-&6^yBCX5>@|N~0z}r-Cf)v0)bVj^nUd*3-J^~4t zBEmuuG9c9hArct?nc{mVF|YuaHhS@1Ld6jjVg{xcOn}oCv5ep#LdgUQt?74InT66b z2eT1QL?wx8C&EBf4l9|<_vp4KH7M*92F{cvzuRF5QeKmHPcv5!CmJGmk$0JrJli&z zCz^Bcj6?BlV99`BauJSPMiQViojGLoYC#EZkuL0uSjDX*c(~a}@0dmc*@(MgBm;3~ z0(fNjit;6x-I9vHxAMu|m$#nOZc zicHl=3MzYGgGfYV0$@wXNP`&&WhqgX2@3#GObKRM{pn;#z?x)0!-^Aqp8|-zBT>&J zZkZSgl;j%w7I9n_-6{9Ti#FOXhn=>9??D6I1WnW=9i*9@`M3j2M#SJ$fdpn4)`2t% zA1rrw5vjEZpx*XFJJ%)@>|tt9NT3R0@d%6nO2j0j#01LBCO>nl1aFA{w25b4Gq_1t zR4x(-M;F8@bj?x_)@A->p~i@0;D%93Qo10=3noAULgK$x3p)v@zal<6UVs$vM&_a` z+OzveJwxtX9qi-*$#;r|Y={_%7z_!38qg!X`JB@U&V*M`LU=936Cc>G6&nSR9tE9d zDLO#)FYBjLr3JP;Hk)M_zB4G@xv5#@f>a@4Z4uyF>46ek+# z2nhrgLPoxG8X_hFBe6sh7%c_Tjd+g)&uIY=1(Csf#e&A+7!gXIYXYffdqSA#ZhdFZ zY9OJy+pL&DiAV^QkjUJ3eJDp!%u$PO1y`<$?WS$t-!E)=@=Qa<^;{Skd}V%n^t3xh zmPJ@pxY{JdQ^N;|IHaOQADURDz8 z;O0gVB@m;i7a;mH&CI`6@9VrZ$p`a;;KR0YBxvDG zi1M%<>1|CFF4fmmMkm&`Q_DzGA#$JWh7maQ%W=POy)IQEhV{q*Osc8<$J1+W$Bk$| zu1)J|bn3m7Ju}J6UlOcjzQD5Xf7uTCdfrN*{2Vg;efMX_q zE1iBa10BdA4Z{HvK@qZAAx0<#0Ln4S`!TTJ-JVO_%C&38 z`>*TT@iv z2O#SE?^ueo6N-4B?irR6I?FYwp@<%L;IdS9pPBCgAANoUJ)${E!*opMazfl2dQ))mGX*=4KQiRTPK2itOHS14Sn}Y`Fs@LJ>p^l24;TnDj zV&HE{izlY7W)r9q*IKr~FJUdPaLJINaYI~1p3ypj;tWoAN30YY_{$+;43!w&$CAXn5tgi2I^Tebhm;ct|mZDqMQ@S0P+fYYy# z*PMT!bPe`cyTLy73&q#Rynl0@WtsJ|<)t3p4!d)6MD-rlSIC*&^;_AV#`c6JsU;l~ zVwl=+>eMbmP(1~C;dzVbAqR@vd`GV9_Cfu1-}|&{Etf#w$IdHwYg872=8rz~o>S9q z=6jYQ%gPuO8vdE#?YNxL0C*$3q*7*geLu!8r4~tyoCH$qsRQX4=$JAU2XS$B1eX)f zC5}SFdxnTnzBER zFY5+SZJ(o&wJ}sFm^oJgM3@Feh0|5eBeD*=uU77%k6QFEVo|ZXv61jz= zrw^TxM;2W-fr3~heS#{(SQ;;K`HGN`RhXGWG7&w^0oZy0YFvY3pE=bC3zu~qH}!6S zSVTmG8&e5p&Ixc7mYJ9!(uyIoyug0rrIgxe0!UrT)}XFN`*vK zfPHopS{fF^f{+yIcFbFArx|XEr@Ht!;`Vm&B9Vna3a2!~OfHD&fh4PjQM+(`wsG&{ z%>@$~7A7~$nY!=2r;9T4`Goq4kdldMhDb;ekcj3BLh%DU0HvUyFmg6388*RxVE&5b zE&3q&w#LVOyQKUO<*NCc!=1(r0zmcRJt$j5 zk^_4tBw9pTCfISp))@&NL-oy;uU7t6{r`&Pe?g*5PR>9wj|9z#c>E(jY9Xh~;oC=C z|JaPmF>LBQvC*=sp~WF$fD5!+|2(`R8UYt93spp{4(8;$0uV{@lquELbuZ_q-){*I zYd7aH{pz?`#z1QJB?T)3rlo5HrZWeJPHE0SMA*(MVnvsK8X$2Pta1=n5$bw!_ zh($b7$UH*;vZQ*!#-?U7b*cFvHkHL_CUnpf=LPvM7!19crpecAPq6$gjDH}CQWl7{ zJ1bE%ROsaxyn?mnn4ZaEY6zJFsy?5V?>K$Q|f!AbiGG zgjhKscAJH$CjW-o$bQUpZ+v}iG zm=q_-ecUV6hmvW0D<|OkpyTS1k6;9jBhsR%V(tbV}FeD zF>8&}Int&Dz`N8+P;Gd3yzh5-`m1()Ylais^qI%E388syi)FgIr%i|M2n2eV zw_kz(Qg~$jVvFSZlk;{!S?Md4bHRVlrosPXM+N>5C;X$|{s*iJq6cgS#^978;ggEn z-cDD7bt#`}vF;$5$XT1niDeli&EX(sM{f9?HljE#vSf}I2%<}_V^*49FN&c_Mn zP;w*jBp@Wjs6L7uTLgbm0y>+!C^sti1qV5{*xfE4!1dyPdxkvT{qmaRqQ|hU4 zU9&7?UP@3}QL!{3K?ea~ghTg?pvSzq_7hgiHr~Z@h`rNHD^Puz=CJhBQv$U2FG;tr zAIX2Gn^k-uXH=Kw2MO#|)Whd=Gbk${00p5Ui@F7HayH#`&wjWWWd)KBLpX8H2vOV&ax?8zXdZb9h)AykwdvPxZQNp?s} zH(5lg>M?X`I9jbqOx&=YKedy(JyeHw01yUXFl6t&R6!QVaMyt7KHTQI4e>-XACDbV zF|+cXIrNyRKq81lgpuf2Pbh?CiU}AXrIeEDAka9rArT4F9g;E-vIr${ z({d2#>1^xA-bwej4S1!N+hBD#z>UU0&w_TZ__gzXYP)Lv+-N(_^#%mp~2Tx`Sc28s=NSOzb7AvlQ0UgC0l?^u*~2? z>V+E7GM4aiD>Aab-+Wn>Bp7)lhs;XJrQ(tSib!>EI+Ig+xT-3)lcx@Y$Uso1z{awO z=;Gxb(31+_Gr|+mvG5jpk3dJL7>VIQ=Hcj4OWH!r9*>+IT^j1L1VQERDy%RB&+pJj zN}gXZC;HB48Q|%e0z^(kp%IFa01U{A!@+Yi#D)}5!TFnWqZpQ9u(7DozVY=w%DL5qYGrll0u2XK@fB^zGLFb3sEqt%^L8d~1OvDM8=nFeUx)0bH1wb$m(9#E*F?mGIXrAnzNhAX;|`G;-QpN%$X4? z5Q@-szw=JohynEW|BENikh1+&ji&`Wua4h^a%mLRO*80256bUQd+$~-Vb|J zT254jin+K|j~Lp`CSh!~RYnd zF?@^A-W6DUx*Ks)A}XSyDU2ZI3gV=V0Z-3Mowt3=1BC$-ix81pezMm)zIq!Byv#G? zU%%J?+kXAGbp2F&HT#FwFSh_*{_Zsr+C}DX+$0Iw376&3vrqjE;+N$L%*X_cEo}oy zEo)#IN9WQIpeV}l>Z;sW0putCkwMQ z28@6ePXT0s(b*@kycK~G^y0UGDA{@h%w2*>tu!7#Qye|}S9$=9IWA|A9#@LGNqGh% z=(B{(=+hJH1~!<$G3M-ygqffW!$#PS+xcOu&&S3A$oCkZY8?}?6v-w_I`^D0o9k_T zdW+-B;O7e7s8#Jqo&tN&m-xiax z{*aMn|LptgtREP@Bz@6xn#3bF$hDf3c%Jrq!aJ88@ppx%h@TTbu_MF(fc*E(p5dX9 zb;t<1f&BBb-)zpFk?UpzLMRMIYF?)8w7?=n^#bWOXXRz${d@x97CF=@Xbry{dM>^P zCp30DBIl$?3VSOIEav?_I6BNqWeZEhl z&;o*h4uKH_z(gB}W7XJx5IkcgwcnDxu^5-Z%LdHISeA2Hs)L47Q4&1nug82n<~{ht zwneXK;Vo1-p)yw{VbZC6+E@2S#j7kc{V`oUR-_eVCO>etDkY?<&0)?I9yAq{Pj&8P z{&~!|0k!jG*(Muy-)_QCwK;>vA+K?mkVAbDyTLbOU^IA z_tO4m@?!iJ@CNZ2$1VIL+9&qcEu0N`SRWHgDEH%K)Nvi7x1}{Xxh66srq83zdjnq* z4Dn&+4oKI!zP!Kvv(ldBQDJggKt^nsjfnPPu8Qky^|Z(WYTj?#vYK`3Z!E2%U_yqP z={PeYM9M@Q>MtP$mJdVDkvaP9K+P6GGkq9OjT1;hHy>xOwc*?xDTIMlT=`xR6J&2FvE$UefPSt8zxK# z4G)fqahQ(LFYN{0Jkwn*vn~xQtId_g103w3HmmTuvB<6l%(ARZB@tYGsPj|+s3Zs@ ztb=pq+6vj|HVL-om9jE;E^VRnB|uH(LjS)imhdcjxs;br*B{>ZzwG{|{vCWI474$A zOaKdpGu>zm$(p!~W4Z&jWd?7t+niwJ6z0xkg^|g(N4z&YlJ~;hsTO{6+={!@(; z*h$LELRXa=)C2gvpkSsU4neIPRh(o-0HI{&mYLr1sAgSfv$Y6Lx4&ApFRQfj|iY7zBs_ zLdc>oGTV=sy~bho4lhgl-`U>_AFo~PwsVNa5A=S9x`328Nc$0f9y&Hv}Y@?=? z=XdjKf_ggSglwn3XN=?{ayLo{jfftT&ldxkYDmGR?3!_}!Q|v6CxF8x_$g6{g1BU3 zG>eEpASQIoNb`X8cY=i(!atK)i60o0?eHjxfTRJ_{f6u;t+GU0&>?dqdbUfx7s)I4bM`yJMPw7ltS_frB`~0+4)g(D%e8<^r*rwa7)! z{{-p+NeKX9ITg|wRyTkuSb)Vb6For;un_=FB4d6yh&rl)B^d_#bMB06ATwwnT+2Mi z;6EIUI0OcdD0KriauSp+`>XbfVf4;v#c?}*MX9^@7ju6OXF9AE2 zyOe@nY#QcoD8Hgzy+Qzz5>ZJYgKUs<85qbRsFXp3NEsN;bcGbmKnIVCI9&p`*G!;W z2Lo>jlZXMf#GtYe79oxZi!g^kVqm7AvS|ecHJ%2>L7ugg*A6!Wum)V7j7YA)HHPU{LSw%4N+2_aGqRlEjhd0O<(95S#%RoPfr2QiNA* z#>_M;`g_LR5RQc8F7Z9R)_^L6=GbwnY@Z4`O}NL z-jBjSD2c_eWf&S094QE)p zoxu}=1uLKcK{6$T$f21?LP^sN0t@8~wU`Nbs%t?RU?n*yhr{kRfiQAvWQb?R1Wf{7 zJwZTC63Nmbi2=ZA&_aBwZmxX-d>52?1W7U{%>+$z;=)oG6ix_{K?snPKF#x(zQ3$M z;Gh~HV@nNg0si*BRl+35@2NUQ4yvsz?R|Di2!}9`ln4k6CcG`5Bdfo{QeQTrZJ8AB zo_F#F366vWDCC5S1qeST>;O+du)o4bpYQujpk+OA(s4gL@143zR^!!D0LY-SVEvzA z{J(holRPdH|MRx~-?RRR^&0nAPc+0!X>yKAVl%=XSgU6+5P|@f0QUfAd<{HBkx4PT zAvRuw*)voQh7;4r@a@odr8no%{iwDyW)PVWp!*Y36^X7|frSYWAjhyVv@DgSJ>~i@ z(%)BJ=X$=+`t|Gh6@8VTM!Ncuj38XCVtiOo601icu#U8!Wi+0{t1{QTWl1Be!EO-nPYY<~*#- zd(9>5e0=%OW1p#10*N_JFBQ%gYh4WtArMfgA}%W|FIldA?dt=VeIJss$G`-JHz*gX1wd;15kCH%{r=Ch9S{58)qf`Y`90h`#i!ti*~ zpgI22`uZ+ze)%!4E%Kf7Y%_r@Vn+d9DiRT7E1u>tZd%$DndW1Rm1uyj6da_ZCRD7a z%&LmDVsXoTr~OsUVG~76MSmYQ(W*O%;7>{SAandUGinhof<7ZV=ENM7GZ@sn&H+e( znmp&gF=oSObQA)&X}DpjN!8ho`n=&aQQebapjb%Bwy@a(Yb)#0&K{aJkbso;<88)6 z?Qk!Qh}y{0d896xO@TclC^Iv{0bI3VbpQx+#=^J|CiC##Ym>6BV?Y49XE+iO%Orm< z^L>GYa%S2J(1~J-*_@8t$`UcY-CnbLT~GPwkRozIP{#vIGnrs@`vedv@1ui{CVIzw ztxH1Nf|80hDgsDTdA_2u1=i9wB!*ferw?3bIXnJ(jN4b|XI~@~i3Jc4K<}>-u7HW) zh>irv&Wj`_hQr91NW|0vMb%+8WCHMnEdu-gi%ef(*l3Z;qc=#_?p{XFLur6lVge4w zzIT5l$w~4#ZeJ`ADk-U22c`y@Wb=Lyo)OOz<4lgfE`C~ zyteh~dM7|)AOep$ZC8frD#1o1nPb1ZPvlID7&bSS)`68dq6wRjfy2)0&l)P>qz5(K}RJ5S)*S3C;AHZu732tuaNd|~q zpi<-=reQb*4u5y5g0g!+iQ$d{#B7<7A(0v5@jCHo6~!^bJSk)D-Crjy59H#u5f*B~ zq>QG=PSzkj6P<7{T46v6!^e0?8Yz|xN%AD5Q&MGrV{A$9!*I?M&3!8C{^gTAA$9>| ze4#wMt&>s{WI+fN1|bNM1n5I8w-ty;IK)924)Tn7|JVjibe zmp@<}pnVxC z5E@6pIxAoT3CT*N;1A-Ug%noYHn8b%aE#nXj6EF`mjR<^)w~j~2s_4m0q1rG7-s; zGSLdS6bho4ZGctO26eR!4NPVd_#^gBT!fM<(vlW7RE!JmoGl_S3Q`SN09s%*bf64| z5+yS=rvoHGDJ4J_BoVg$Buw#S(yp`>}v0QV|#EvJhfzZ87Rfy6y)YIavwP1GX^ zsub2-fl#oA7k7{fSOY5{B+e){X{79A=M2&;34rV~XP^NP&DTSFmLl9Tj4T`4!dQ;z zzMF3~NschvkL628LvBO_wxcOw7N3v@nlYV$cFiLp2unsXLSz?}WU0_O9U(Gd<``6g zDiU*m1c7@1BmfX5Eax&6BN2U;m|{i_n5YjhAUX-va0%~024GlP5-f$$%`&)v*_5@t zwIcL&^IDEta!){jbJTBOmq2qQ#ez6XsF>0tK+ZWM?8xY{)o_F{8wE0BBu*fL0^$sl z^C6M#tjA~+OcXgHX83PK@mU&j{u0gIxRo}4D>L=Un(u0%j5Xk zs5SW*@hi)M5fKI+3<$KCi%#COL=}&i@t$$_7#v*kY6R(BqbC=}ictv+85CQV5@k^b z0TK%4$+;iLz6fU}NnZpF#?X620%rzb0#Zfv#1e=gBnlKp24n?rL4hbZC9o@jB{A^Q zzFZ1}Q@dI0d+|C7TsP$!!K=K=qLD1R#U(bUL~iAtK<) z+m*0jU#q@@-m5uI@Qfe~0dz*>a-Xr=g5n%h&8MyST=7(d93G4df_mIoox4gKzHBiK zby6fcM`ALONbSI0(JNCc7;Z=8USMJcH+5>{nbUBoNqoCckY_BzGsXl&2=IW&0=RyJ zSrQ*!lhR#1$p}l8W<-NB3Qi62)KGTU0quo&Nc-c`ul=lEb-wC8W*Phlk$*XmS)5R-EIBmM*6iktBemHh4cDQ~md83SJ zxfB2?RK!FW5c+pMK7WN-aAT@0km8f;zzVRc&&!_6yOpN%xkeGNXDrEn>QQpJ?WT4h#7kCm(eLI4w%6v?urN=k6Uu9Jw@ zbxUUCW-Qa7nAW}vzOq8#MV9AL9a(CYY4uB9s08FoviHyDMFXgD%Q^-o3@gPTY!vhs2D{TBH^ z(}(=*rD9<#1X1O*h&nV9qH8CsV+;8*=jr1*7x0JPYy3Vm;hp?t}6@G30DXZ zUy!Qdn6|@wDW@Q&z{a8a_%qD@+^*ls$8f;Bg~Hv3l0^I1<&ynRVCd$F&YBbuhI+KQ zj-wakD^+0@!6}J0kL%mQY66cez%ho}{SkB|*PRPmOc%=-?z2dOS$&QA2pC`xw$a3- zQ7IOY*iQ)UyfNe4F;5Q7|MCMmc0f$t(hXOg-WaE zEDP!_%n?FFkZ9Oo;L>V&!36ljoBn9JmACsq_2&!6L0RuFaB%g`jX*l#`mMJgvgj z$rBmC2{Mux_nLb`VXUoa4{=b4jB!U2Ib9~gx5?nd?Bw_8*ZID<4gkc}@nP}6#178LnC*LbSJD{_!m?+2j4>&xltuvTSwO&+$Z*Dl z>a;+vX%l0>R#+E-lT+2~kdtFB;j?&a$Uu-F$uN;0yy0SPXGG2K16;u}fDPe5Qwm|M z$P6A7Lg@vNtAGh4MQHc|5<(bU1Lz--gzN%wHd2S_4@r<(T!KwDAN9e^XjF&$}QblK4sS;-qgkwo){#mqED zKq3bW!~{=-@84if3IMS59U)49D4|!@R0b}DTZU$4Vq~UDamdnY4)Ev+sNqz!pDOLX zK7dphZ%{Uu71poi_?yB1+bqYlpIH&%t;E}^f1A%JtTc{7M&V|Wy*Gwvm`ao(fG9%9 zJJ=rmOjVN{DakC&Rg)M=Hk@R}hU8>at>|n9r8jw-a78+ibef6wf;5wVe~=dZnc-vD zo%z?gbk;Tc74Yr|oWwu{$Po!Z0F8)191CZI5byx^a7Z2klM*==ix#^R$04^)#cdNJy+4UNoBnb`_$ zHQ&!l+l8gUF>!XrgKR>}K7bbhmmC(uzMjpE&&jX3HtR_h2Z(Jovt>$KO)pi)Njv! zbJ^>w?@;=f<^e=z+U8!N%T_4@yOOV+WTK5@Co>+!HR9S)3o z^b7oyu^?=O8VLzXh1=Ux1FJZ&)^2|48!mj(>XJ z@4`hcXYSG;)@b8$_38;>Hn{><&dwUF%71RJoVoQXJ)+cE7aNLyx%IhgU3rlLSFRPf zy}iHRA6muar?bBl^Ta%#jzuT*uliEH&It=|jQc)+=Xz}0G7S%v1d4*f4FP=gRF@1R z!PoxwVZLUbza8$0Odt1Sekd8KFfrF;E=2;U=cAwxTHQ}29|#d#d?>&D$}fvhD{`V5 zR;(j;XEXTupyG^(JbisT!XJ-JJ)iNc{rrKr`w>Qs2&u8SXf`3B$pW^9C{`W0jt_PG+w9?+bdDg(cBI=El{f;AK zf>;qM50A1o2TV%l{6ocTZhFMB>q*Mhet%1LX=vUHG%A&_ z5NAN9P8fTc_lh@*nKWsm+rk1D;+7ak_KACV#w@N4$(YhyzGGGxp0Gz?rUL+CArgSJ zSRyKsx}MU`g^l^<_LhTKevqPXZ?|I}>$`mV)$?@&ju2W0)ZWAcDfn%Vg8QRqc_L0v{Pm|_D+oa!{5d0H@$xr?6Lw$ zf=|)NxqGJjisOX-EQJ`qWImd_B>cY5qtMHBtJ-GnpCj-==aQqY&r5-QmH{WL*PHqC z<1f+G_D2+3Y89b}KlX=>m)Y-y>Drd3#ZLlXV7y}7uCJ@4s^7J`Y}GyPcjZBXZ`-nY zQJ_fkF%L%{zJGjw3S37+KwmoYz#hxI{P3{BQ!J+qe7F5BO=xR9=*xcmycG}{ZaNeLH<3y(k6r)>TIFgYxGwej;r`&) zofwwWa!M?&I>wxI7ulJQd9G5MOpJpdlPt*H)g3g$)}_(f9;%P~oojCA>qWAUX{iJP ze&pkwj%>#+FMmtI7GW6(Axs46syEr^rV1+DGQ!IHB8bL2s!?7SL1owUx7`k9TJM*? zc91NGmKixZ?j7)2KBOm*s7GiJRu%%9&fMv#HNr7jbw!w|YEF*2(lkgWl5{~#2ujF^ zm&Y_;a{b5mfEp`6f1tgx{9fS?Wq$mZ z{fMZgpp+Hrl4NR!q5kqC{xSFE_AZL+^$bgcyPodLZR;|I6U2$Q&@#dzZm6sNHj^{2 zjED!?J|ZWHW8dWYYCwBDxGl&lCP+K&@FxXSSR7A)0B{ezgO+5*C?&%K(^WI664$cD zr^o!ymIM5pDS=-mJOodcnScZWi3Gu^WHU2M9u^4^fem>TL;@`$5~o6FR1_rO5>Y51 z(-65*E4(V;Vea0G&eg#-J{6AHeJD{#$2RdS>z(h!Zk7pvG?0xrfuY_LGMP}IL^`HP zPz4I6G>imy4-aM#F$j5n-tRjd6NxXpoDzdE?8hNFw^D$bLTY3XgAoKr046|Yh9NV-x=^Yx2KVn?_A5 z5$S1J5O39D)goC#5=2XkWsDX6vcP~q^#yPPr|B3Ht5tcKupXOOBHy{t4qumtez4V%ZZB~B06iW& z=UD43GBddlgk#WkSwz2e;3`X4ZFC{X(Z3YgTQ#66@<8}J#$AP@?4bPEq`BR@3w5o+x~jdUsu^Zc?KcR zp-u3a=ox53Alx69WB(DOL%H^7@9!0TFEP)TK9`msb^TDwQ{l>Jnce&dcCJKu@9-vT zFm&GEPq{bziumQO7WL%oDGD?6CC3S9#pN&MHuxbYqh!AWX%7FjzWn~u??;ZuYS_l+ z+NQSU^nefJ^6}8vmeSBzA4_7L*d~MI4Z1zU+jiXKmP z%UlU?GR0ivwaU>f!Kx?3bUtK>f*$*L|M`!BD?=@et+~wCa(nxPHOgf-ew3}BpGG|+ zpBK8E{KVT3PKd+f0iq5=)0gWt%PGEU(}wM;*HdS}ew4>e@sG*OH68XDz0^&7IlhL$ zSKoff?LQ3rVeW|>{VBg*>^$Xcgs)NKsk9eIuAJm|u9QcCvwS)Io3~H@k3s*x5vR*$~=t#|_$RZ4ms+DJJ z*nAP{ddHJqPa(J0(f2nPTYnWfAwI()Mf2&rajp0JtU>s=t$Co&T`jS&Pujoy>d*4|cUwQ#m~FuM_E$gSkL!3JpP|5y<@$K}XB%IB zyv5-9_qir(mF4Dy)Waxjd6g!=KebFzf<08JxBbseu;u>mUMihymNMS z-DBU986K=}(C_ZSWB>lc9E`_QZ(#&W(d zGUHdTmyzcIB`Q9=cjvPHVW*EkQ0qOb?#s#A$JI~I3crhTI_rJL*L;hp_^)kVKc3$E@n4tvD4_bDy>ENre2PQ9 znc{I1kjqWq+HzcCl-K?D&~|YzUwBnnncA@1HSAzMQ^tWP-?8EK+3!J}>z4`w2l-%Zv!mpFc<@73O zjkreJUq=qo-LIz)uh*aK;|pF|z`I{|_^_b2)3@?^2VE~&mec9e$nySvKl7;d>!MF( z1fQgD^lIQ*+;h@=UFQkPX<()EE0SIo&!a-$zTI-+wp;Z3=jVAWka7Ke`SEf*m&aqh zum1j5!Jp{)G2xdIdT^UBx3{?G+f$9FYr~bb*znML_{MYmR`z(Lg zp3UOxypKiU(?a_BahgBK{13Oj7;w!8zx`t!zqh&=JwM@}^N4-F*zyb?_>2Ggb$@Hi zvz&{)zm?aw<^vjzN(QpDdw`! z)~LSC$KDc`dmWE;9ECJmv3ec?_wD|*{V3(r${%9P7@wDT+fr8+!CF#d>LwqaFaPcs zo8zZ?{r7NZoz$9OF<41XPXNyie)!=Hq^(f23#TIB|@&D+WEo&BH{>2&%^wqW_`$#KnhdKvsQzMS(f`{~J6x=HL6>-k({ z-S>HW%zgQWe#oMB?g;nwG1KdDxty1u<|z;8m!yWjJ@lbE5* zuTS~Ui!i4s*1wXXA2@$_#VkC^~LFeq{>R2D)m zw7u&b6}l|Ep46UMKu$YmLXYE1L65 zd9?k@{6>J1aLpGJ!L_W!%K>av;3`Ku=nwbvv=8m>0@E)1#&Jk~Tt1#O{?W(hVwWNt z$f0qMiRpL3OT6NtJwynxS_cA`iK1F54XP+^mTcs`$XXv>3 z^?W>EAE)iUEWs5t;y$4V2Q5pb;#1#|dTnO$ZusOWOc#MAV-&uZdJlhVUw$Y+hkf&S zuTxtuTlrz|xw=n_9x=ci4kLH7toU!P@`CYA17dmM z5k=i4dxhaMJfXA>Inkpj)Cb1v3Vjt4#Ckjzj~YkIcODNoj1)==71z-EK!)$;dbD@2c}EQd5*^_J}nK1q}C$kd(jaBP6%>LDP7P^%P`7N z3c`gd1!Z8c2q9x4bD|le01mD;k&IM@g)uW`#srKGEx(68nIitR-^x8B-ykrOjA(Fi0b;0}jf>kO zy+=9~;dVi4g$vHFvy^PbU;uQfX+mBE-AsMV>82KzX_=5fzBOh9=o25xcZZ3dIFQfV z@P7C-040P9SV!P}Nheyot_Ng*6(9&gEU(u;BDCe6*PCreC+NEA?bN}yNb5&Of?A2l ziU2~ym|!#2$hpF{KqEJHH7clxIT#;_5V0f+2t2?OFfudI2_Q){i^GvhDNW9$u0-j1 zAWac)uV}NTbEY|17RBY5ScySX$4tyxp^&jZD8^kjhv*rzz>&er22?B~@C~dZsZ`>E zk>)WY=E@BbYbojE6A&k;+>OxdJVn!HsMRV{EG8xv(>3TXh%hm7+WOaNnAc52}Esj12rIl8M4T(St z23jt-k^{NA9%%z=SOy`X1N4v(3YnPSRhtB%_V82`p;EXwmP%#CBpkqqrB-Rx-`)uk z7eNHJsEI_PBIl>;sxCTNnAZ}Jc}yH0c%35)@Ttfe*=#J{iyvy8J=5GHl0X3_XB3)s zE4#L?SZQvoh}HO_txpU#C=P6x=`&+wYF65VF6J^H_hPr_H7+%19+CS(igpAJ6YHqR zk&yCm$cONS7bv-$^PiXF&$xfi_7OF#AKH&OhfZ}TqLy^(;~vmkp(0FFQBJ{aJr1(( z(ydIkWB@1$l{Jd5goWF}L9qkS)#TdY)h8@T&n#zjbn~F3HuC}OT*47<2E!qA+8q8= zH^VxBlT(Td5pm&C`Mm6dVpsd+oCjg4)Rw+;9845$I1T5F-jO0vZImn70zKUTPU>aM zBY2e-faZmr_Wnt6qPEVQ&!W_1g~yw$ibBXK@h zaAj_4G!CG-f^BB=OcTQeZD@ny2nJ9LPW#=vFYvM8AIkCvET`=(w2Zqxg0zr2y2i%w zRDf!=i62rT%TiAz>bGe-WD7Hli!ZT#`Z(phbM51tS{NR(EGtm{_Fq>T+63dh*zZ6{ zX(k2>1!|+)3%Sg_RmH!bJ%#t`6_mB1ZAQxW;>uE zCIg9Ej<@RfjukaR?>=^$8WCY=!=?VAdBC`(-bc56OrwY4Z+yIz9O!T9fp(d_xpwBe zKpDbWPZ+f*R)iFyWhG~|8^b_#%2LY-5ji7riv-Oh5n0Y^(x(OWl@Ve$JEpl|rCcO3 zO&|Fvnani9C+75UbwLi!79b|`xGUTc&*+QD4Eb1LEl>e6B(W}l4WYPyKH|=6VaS|b z8({?(BUzZ%u3kL@yTASd;8@Qc+nR-A$ywDQVNGnv>(-tlZ^u4v_kK)^gwwVX0x>E@vSxyg z7Vx9y^SBS%zYUVIHY`#I*eqSm=llM~;r;8Y>4ZvTgYLJQqpg(JZH1C1R!#?RP?ylb zQxR_mXAZ;U*p>q4Q~7lI_}4Pi$DiE(6kqK$`B9G|y*Y-6q(G59!QA0C+kAbV|_Q*&D| zPvDvQ2Ju^X;NhYR=QZ&fSO5}I*Zmg7jtVTNMKAaz{N{zuxZ##Sy{mU!&=_JWd#*WG zHE|;(ag;q^03`bY%q@~UC=eY12!ZL5oiLc(DNG2r3%4h#SDoK1AdxXr%)^JlT(|n$ z>EdhQW%aU5XHairoaW&5r6fVduJ2krw-(E(Jbij<3Nn?3vnRyt6Eqee96RKck_1kX zFjC)p9y<6ISB@2VT^NfQ#j^3!8Dj_95B(U!?fXy=S2tCI8u?CR{e zi7@-yz;DJTgP<=`&X>ptOhAML>yCznWj$iH^b60Nqw0S>ie(m`B=s&O*|Fh&VJK-H%{WEQQuA;V~=3i8wP4N7j8r(#Zb zjR=yqY;_l~M}-3>&|E7N^mmF|-JVse<}y8|kH`)lNIa;cN2(J^Ag5zV<^UDX?-%9TNd5$%Ea$ry-|<1rj$e6xlImA^hI98w3eNSW3j|2Y8MK zMn3RJ9!vG0L!h$I=Nd`vQB1Uh4Ggv}|ufHEdzx_b_Q2l$SC zaXB5OYIqq@SP{!a>^uu+i;&@kmJE1!MqQxvF!YkaoZN~trl(wA6afGYLT5N85M(9>Hfs{<%HRO#8jXn@i7SGb1@cm58Qlw5 zn4>EZaSFjyu$#kh97K64RcPM&+4jN&m3_RLdq(AYVi8VAJrFXjAUI(m3T8@j%K=~& zPoZGxP{9DF6FDhS$~6;@ux%{`w#bngM;sd%aez%5Ju*`yIZ;di6A(NJ>$-3Tp;JO3 zGES(LXQo@%vG>xNp|9sP5=v>PK-s{^_8l2zdje01sKCweyBUt1m4k7VOzbSQkXOl; z2?hTDH2q1lWX+OYiD_$g8uxqSMtt4Nm*|QDDO6E}GtT+@$q@&XLKOiJKxV%8brH95 z_j9b#hJ!%;2~$&*z4p2xl5)By1Uf=!Vom5*fIz^U>BnSA6JCQcy`Ovae$850Irww6XU z?LxroK3r&m10)j07;}V5MgACu-?DvmTo`P z_}{k~s{f6^4}z;)EYH)9*_#j(72&1Ost5<+BpyJL-*ew9X6484NDEMz5CK4}6_&8N zgsN*Q1Hc%Oz81O^Urs`fwmLmCM2^RpE*D*14(H^;Ocr5C0SX8ZxizSUijqtzgoNxy zeJty}IbdgAX?$EvTO0TanJ%JQ^%OXq7`!v|A6!5 znz&s5er|pHcF}3^<6WkI;LX`S`@R8JJl|qH?E3X&riah1n(X`$P(7|&u><6S)n)VK zZ?k`c32?4+yu6n~SM=?UbE)`c+>&Ke`QzmnIDW75)IAv$^Zl=^LT}A%x@`h=L>xVJ?OD5#}>PfD4W87vzu^C>loy6kzUf~ zY>x~#ml$A7xyX5cLps0L|G9C0eZcFjMv-NZ~Xd(r(%S z;@?mFJ6pH`dtYJ~B+GBh?Vp!I$U(#b1W?1>JD2k&6_SO@62AHHKv_%aInh=+$j8zA z5ZNc5KonrR4>zJON*^Soj9%LM}jjrVXDg!#o*_ zhoAR=Qp4dLM!g$iDxwN`f)6sQh|d5kG7)v0p6v+gAswVY`tPA4c`Wsf9MIeyPb5h&zW-Y2TFa*}AN?y)F9Ja_=e5X#^^ZBe z9qo7UC-5u!6?|iPMY&nn^abrYfk8m1I`(IszupgP2G{x9}bsb~4r#>S1WR4MJ(M!(@wr0@pyX?w|Wo*pE0^1@3hoUMC4_N_b>xb*gR z>wjGQ$>EvennQpb_#QBjEL1_Onr?5V@5uB?_nnvj>i2t_r(-bGm|>BuE75(p>eCF0$>73BlB3Uxx!2`4D8TB9 z8SE%9?EBa5$79a4HVrbQE-4bZAeVl895y-vg1C?DxD1qeH}2^T42Uz$XX|i;&^Dhw z!lQDbDEY9_tvprQH~j4*a28=Hg=LA5iD_0SnP<>!j}0?oJINewJL@M92tN!zeD{^5 zJj!A_Y<`YmLMS40X1GbItE}@aZ2#m{FZcUy54xcEqrBdmeh7S8=!wz@4kCjn)+Fgn zpOO`fn-Rdv!q&{j#Dy}F9EwmNbhD0tg>;nf=39?*WB|I8X8>ryMH~%PHW>2APrTrk|VM$M_qgU+5oj*oe1a=kf&kK}d>( z8Q;5-5Kxi{FOd^6BP>B2z#}K*H5YL3$OKaa1x8FvKl7~U>@W|6yGp2vCC-R&FHyH7 z_GHOq&lrQLQDkIC{BDp+fP~;Ym@$h2lbg+!?kLDCes*41lxJ9GfGX;Y?y8#vEPLUZ90LT%Ei5Qj{B`5;|&0zx0 zL^AM60K*eccgYmd3h17b1PMz71#!AHO85?S139s=0)`zkd@2bd0s#A(=`byEBv@o1 z3y3NfE-Egh>7Sy^I(ccoPZ!p%`840`UA$J)+MfDU~?MId-#FK z3?Mhp?{r>ddS)}f&8FQX6hB9bjS#@-e;Sd^5BSUCbjkKNt zfB{g9AOw(*u`U8+6Gs3cBsd}{RjMVZce8wOMx+tUL>w~;RSHV*frgwcD3q0Ej=L&} zglEQyZk}GS)NnLrUX+CV?PibrQj<%mB4@x1F)J4276e#?=G_6wBoUa45a;wv1WoM$ z7L$RK*-0WQ!cMdSzs>P=Bn4R~3*`ji#9)HaVoWKu))g?AVlO`C%sCTNRDmQthkO0# z)GhDt<6`}6w{f!lZ76QP7w-Dn;wdX#b3OE88`qoZZoS;a+W+KL))GG=LVf zojIkp_xr{Z@xdrd)m`OcaG4c0{zfAc2OvkLI_JcXp4^fD;Y*S(lQrx3vWL+14&Uk& zboN_Ma{n_QzZB05JyVDzE0p5^F67hU2 zXN-);pKOHNFIi4&fBNI)EJEYdMY;j4LR!%1)(!{YJadk7o|!A*4y4{)&r^#_AQ=!b zuf?$->Ra8T?ojtdGNC)VqYhjoe>1>9nMg{j3I_+qkfB*VkP7h*Ig4Ib+}ik~_WzIO zH3fo^d1L2MylI4+zsok{?J#^4?^bm9^{o%plI=bSejcZM^Ia*7^vDbZ}K(GkY&Xo0F_JKzf8 z2@DjOm>7(bkTg5;Gsqe+2Y4+GxD(H-e+9AC|f*%vMs80?no zb?bh=pGS?acn&~!w{bscIwA%YOPv4#2{V`;m+~~bQ`|3!%n>mUKeHko%g80S$aOUz zly7-{%K1&HtfiI}&uQ-N?&$zCby=EeZv7 zPRqjsGm&{vOgEbk3mlZD02;C+4;HIUBsw^AM1}8hQGLw!-@7o^&*TIFoYz$Y`BCTw zbDf@SM&lhTgOHo^+dDmdLV1SEuQ?b0^9i6?EpuO@Jxa(Etwo-0i+a(LLT~az+VP0l zx0*|#U9QhiGB@N$11^9g;4O_7Sp}|r{Ohj2A)=FqKLiQ`5TJt`+mE@ZI>sQku8WFR zF7)s-V+=S0&@nCO;jL|882~-dq@EHH-#F8%5%N}|SW#i=l{rvT2N&rEcwOo9Fol*KZ<1*8D zuToYF6p6)vo1M?+z&Qbg7zqHpHJk+JHQV!XiSEN%i=w!!tCsB^kC8y{j-! zO9PDFr5`Zn=w;oPvP)O&i%m$xU}I*6qzs8fH;Y7K!s3a7pMX2@6jqdt;FxpTpvX`p zA|NIFeicsW-dIo)Mx;~Xw4mW;xm^s*+8vu#coMHUJ6Gso=F@#bww1hU?NEE@f-`+~ z%270wPxLXpjOh1PNhKoP2zjX+l0I6mXhDY|gRBs>=kJtvOo_)`jDQspfqJ1qZE~ zq&1i#Au|zCsZeHmfYY1~>h8mHBskiVQ8*L>GeC+C=otpl%sOIF*?snO%b7`GY0kox zrwu?L3;=NWE~_STf?zEdsG@Eq`aFgc%Z1OUBxV<0dD!ct0@WA?g~ zSZ4HI2S}V_+#@FK7cRKa;x>rV=L`=);UGz}m>%XHhzXLAX)z7lq$Wa|V>(HQP=H4O z0oZ6^jT%a;0>(LmBM~A8Vxll4Q36Gx2h#~22#y$FOu(6xCV37Pr0N0DqqWG?Me9Yt zBOFvy2uz7seP|+xX>uzZtXVKmx{nA<*l-{fW<)6j;^a(;2q4u600M1tTIYaFO-A$# zAVMOBjEIEP$iY+$zF&@=1QR%%heKt+0H2WvTBQ(nH+Q!h4(ZA+1o%Iycrue*lF2!P z0Np4MnG7*OATuM#Cy`@9W=5hDB$Le~H*$zf$cdSY0Xa>B8J4Q#!7~`cV3G(BXGFxz z8RSuey)!~IpW>?~Xu~0nObeq-RKgbS$Be z2;s#5!K_e{Bn|`|!Gy9P5RyZV%vF0ri?DFUQN>kQ6m;E=3G;w3n|F^%gdzx7@+8r< z#~CrJLVEXk$IQTiq6p#Bu`%SDe1YY;_*=$MgS}KIq1g$tWMSPAvZtDrnKUg6)#SqX zX3^&`Kvq#=fkY(8L?8f$6d)wg6>w*|lKn`iKqDeXw3#O{0-Fy;#EOiBLVJ=JoFm8L z--=AK4nWg-_b@;sOe03cmV!(GqP$=GnU$E~1Ojw22XsPVP7-0DE90J69+Q zh7m%{l!4xe$N@dg6Wvo-kQRz+0n;p?SNYM?5rLUilrtjS=cJ`@x6*oww7m=x9$pXI zH?aa)l%ybFCKzE8DwnidhdwC0Y9T6I*)e*_ARLK_tfH7iEv08po14sCm&pACVDJ=q zEXD8dx)K1Sc|@=@+Cv`2qC?|R`@s*RvXilm=!gc18qRPgnlvnMsoxH z6~>e4===#j-bDeBs4iS<8u^$$r{K`SW!t21YhXFu$T7I+@H9+T0t$BrH&tTlBWGld z3?!49Gfzib2R)aCXnu_Ij!3+yf!;sx=?9_&8yVnU5?GPyB1e9mGXN1d!!06k8Vo!9 zPU}+a2OWPkR-=Csyn5YRd|XC@Y=jI-ilfCEMq?$|psZ6xsK z@t$yvS=>+yvl>A!FlZ{=s}ga!mo&}KHa^Y#Rb!>6bzV5abEgB;Kj4agv3Bn^q!vy< zbO294u)ksp3R*EP7uzmG&=3YMM1Q__GGvyV-z>ejEOzD@LW#nFcneRQPBZn5Euc2Ba366uFOyC zehs;vc~+oAW-bvzs47*ldg=lPxLL>%1K<$q5usW;mMD}oCN!2kX`2Wmd|9?Sia1dC z)CoMY54IEStwsVdGFh7CAS}QI?tc?p*)Kp7`PF?ON`~Q$^fS%4E-}wz zI1q{mn42}zLhAx%XN(Ti$3QkwLgFk1>~#bq7m+H{`Up=hWdU3X_lO;nGTwWSQkHeU z&>shzE@NChRdlJ>t8Ghc-@FnM;aWHt2jO6V2;y=@ej2z=qFHyY1waO-@XQeOA32yQ zt1Lm)dgjc`IopkvrQ)-u$3QVmD6Z=mogU{pf>ez5hEyW>kM%Flpk?-MA8mceDjIk1e~f-G5-FI?Fl1IoFp}QoyDYcy z%=D!qh0lKcaQ$D9V_56sXx5WCNi8z&d^*GlHH%J&d@xViBa_IXpZ84UWzkC6d3-#6 z&|rrddV`G;4Hq)N>6Y)vNbKvfuIt5y+i1o5qrLz*Q$ghLmT_2g>$kJ4nTW((*NjXA zj0_G8Hv6BJ-si^~I8haj;6$9x;e;GvM?a6txSou2eUH&>TwVuMJXTRCNE7*eHk7F78l^km zKdnCjG>?Y)y-!O$9Vdk>%6|bkJpaI8)n_El6dS|bsDmm~AzYti~@#R>l$uh7cqH zj@ic;j8k9`Dynh1nGnE4?(YjSO{2QVcf6V9Z1akjzR^bIJt}bBpBS zV~GLdG33Z4L01+MC#bHARSKrioo#wH_ZZqNWoxjVQ@lY4heRnm;l3UNr~w!W3Bs|&oVhMCfx%8 zwJ?9*2U0NtfB_vWJOB_$GZut}p-v;gKOrMM9n1rOh;-$36E2!L(gVR1g-e;VNU7rk zMoybn8E9t`iae%wBeJkziIj;*IT4HuOzIE}AEh@4bBah>+-ngFLqw+U-&&Xs+mP{aqq=axh*}sRG8E7QBB`Js+Pk_!4 zlAKAIX@(x2O9EhK4xf@V0XVut#ux<=10u)+m^nlzq9D8boQ~;;D9VJ)BFhmX0+C9% z5K80-nB9v`$aK%)J`umGhfr1Tg|QHC1Fs1j&@%@4gWaw77#2za1#wM=L3c{ZnARuM z@PaetTDO;Fd*EQx6|`6a9f4-`F)m2Sdh*!-7^QF@C_cS>qr2kMJx8OM*|2~a^mEIfI!KZ9c;o$=u4@kmNBYl zOg9JY>Gv@|Gp8|F7F}Z5trX`qIzb8|B1Cvkz)8n#yoM7nWwp_Lwnf*qQU6p2U~y z0%vJQ6H<`+J>UKh z2~50wF0`h-E+y*^=yA8~3!FTX#%1B^`@E{%-&KL(YoQdWQwaFUsU|xx zt?Q}_LiBXR5F6%r1}s~=dGwqI5kU^egtFsu@k~Gnr|IliS$89viDX9niJb^gumqd~ zhx1ObL0*-F{I$ht^jn~n%SYz_4VSl(f0$3S&xD^?zXJajw#amzca820mf`-!b9!{< zN{mz>-4a}Brzkf6tKetGCy1VKPk*?r*)&TbS^!JV>Bk4QQ)E@q;}p|N5v3%Y4Z?|C zi#*=$PASxIJ_M3whk#Nx+!nqB1#NXJsHD7q z+VCA_OF~BwrLqWS-XIzU=J2A=$zm{iILhwPte@6<_!)5xui-xuWeO#xXSDvtFm3X> z*2)Cg(UW628^!aYd|B_bqK5>ME~rj1;enX7Y=k~tz-s{>{kce{eH^ztv{SCz3S~~n z{0KU2hRKPAGYi&xf$(-o2LK8HR%M7<>Wcbjm+TDL(!Pa!MND9|T<7^_-IywgWw2xbfOwkAV5L@VsqY8 zGz~RlIc+g}Ot`m@iiMFC!U=;30cc|Chf`8oSQtTY5?j^@>z9xCc>*kjWc8HkHqC-*lM#Vwf)hc#-8sk$ z-9NMK%l-}$SaFe3r{B82S&s|;$Wowqa4fv_F@`xJS5}IOPGP+(BVQl(7DgI8I)qQq25MZFL2#Phjth_ zM7R=kFh?LR!F7NJ6C>yJU!;uV#5tBC6XQIO(82_hMqqKSsB@rOBY*`m8>ALU%IPsI zIDrbVLzX>pYK^qU>4D^cgUgc^H_w>|hf zb7VS3vOBi!%mfHI5CI4f6~{_eHnC&Iuw-z`SRtLGVFO%+l#(eC5&*+Ei~%4C3!zdt z_=!0vTUdX5WtqjZOz5Dk@aKfp;`hfHnXWV7tpg>Dz%>bze zk)DvjA`&E63K5CaW%dqcl#_&kzyL{0FPDi1)*~VD0=R-%MWywO8Rmz(DX~D%44-b7 zXH)P@u^|{(B?DoAxS6%2OjZX5ScP^#?fIUfh9yap==*&gvpBqXc9sEXHXAu9P=t7E zk(p&dU`wM6ts2?g1{-!T9HVsd!SN1A9! z_v!9LR@r!&$U4Za(QrZ+LK5|iGpR;}BuqfWAaukm#X%5`2#!Dx0>1OH{1fQ_>K1C<>Q_r6fdP1O+0)=`hTB zB}TwNFe>1NVUCQoJ{*z+i8&%7SaB;*&hksB1-v2N8CXaOYGT6?QR|VEFH6T0w|CN zyyPCL&gyY%k;tVIko2<)=OFGQSaH9yeqqynJT?4d?muVP$dfwL{L2Ha&9-cpz?h!y zU?Z&xaV_w7n`X(=3(DFIoRKS@UZ;$lMx~Z2A>G^|X9b(^J(n2}W{^Y7GX>IyCx8Mo zP3ZRlZxfG`ml7{vP3=L%1~*5;^68une5tfBc7iis5vXi40rF1xZR`u9M3|Df-C?r8CmC`SANiW`fryX*R6}z38+w(pWl%d`^YMp7 zQgWU)aO15Iah_c>M6w|RScl=luvCS@fSEqy*8LSvfx-i!xp538<9zt>JA)&?I{t}R zix$icnFk!}mo-K$uz1xoj(uP4?Ab8sE94cRLQuvn{2h>T%tXcd@O;mp%4?pH$4AZk zh? zxKOmV4kIr~P$8A!W6=HgWfD$Z@`8NP<%;Zv-=5%D4)14wh~?8#u0Qfw9@otFa^kP_ z*kC8RM#Yy^A8_7AY{u7nc86~za(s+fIkmNcsZ3;&eM5xvXy34!ocDTv^x-!yfJ0*H zfI-=^{UvZkWKox#F{j~S?AQJ~(dvvMhI!__XXl`Gp^Y#TjG0j+iCdx}M4l)L1xS^k z%rnq%(Wkh7z`PYU+}H>$Af3p-mZL{7D@K`*_MM&^t$z=m5eW$f#MV~Vg6ej?JRaGnN%)HG`L`czXil#7KMCNEd%w|Mb zN=02_L%QFh?&Ep8w=6hi&gkhB{~WDCC8KgDS4^%heE7Kf2p?#T>ZXv*1}ZB9xd}f- za^jij;KI0t-_FZ2b@#k7CUo{Vjcd@v+)_K0p6D=*xMWt>Z7ki-4w>}5+he8LxqzNV1mExB}N1jm!yN0l~)t&b$K_d7OfHOQ1A_seph8NCtS84J<##j2YcBbC?!Z zU2cmgNI-}Y7?UFrC(Z5fVLh>N4McWF#6V;j4VWh;gd0oD$jn6w6=Bsd_i#c0>_H7M zQ7#_fZe>|9jt6o-6r zAu9`P0WHA+5y+Ab01GoJKBt8XToZ9goH3Abcr)|}_XrF4oS)Kf7Spm3(ISk1W(jr2 zsU8tQL<#8x&glb_Rf09a7_kIgny=kP35>89q*kj=gx-9_sO9bG0E;qT`|y}pXh9d! zzhD_mg2Q=2hRqy~^DCd%DuOWQJV$O2lqtXL*Agj2Gg?IF6aykpjhT$Yb<+FTg_Bp=bZNtUSS-x7TuYfw!|;JPgc%Dn)9jW2pv;Rd-*6W0n}}j*P0ld3Ugk1) zUbtQgr)Rr|8vvo8VeNfB@?6)VKU^=$o_?O^a!6%)v_8Wyjpw&sip2qXlOeI9RtCrAjWVP+sWa7r@jt`zry6c+|2hnCr~0J4V?uwloDb=bAPywqRhT&hStgXznZW* zuqt3g`1d@~Le^qQca(qORk59P>jCfla;ZEjfjOzC3a{P|mXts1-E9wVoytXkShkNy(RNk^(qDM_NS)VAUg`Gd$b z@5jt8Ie0W1HjwA1|NHiS*6jT0$9{jSfB$t&fuEnG|2}YaV0MFyhn%6e#8!FvMkF9l zx^@`#wC8ER-QFbsJvF2}SW@uYa5Z=uEVAu$JVItlSXnH{%j*gM`2wFLKGEak8l}_h z=5=26^VbvfX(>+^#x|ybRp4dL;09%>SOgNsX?Dk`OL=U5#68bg_Wg1#@N2qSKHcp1 z{{HKW?BR5tttxv)A5ns5-iMpwla`Iwr`B3PLxFE@JVyFldD)8q&ki$V7Aq+$=>>_? z&co-K)v~OKbC_UMX0`6EMf`#KIQ1v6UuXvBji>-NI%)2zf-ux)^@Af`l`?x_? z!5@^LkVeFNzHhQGkUrW;?Y^?4&*O2x<%^WWaKH6JQmcUYF-O@eDp9G?=CFx&nq!vJ zk87|tqO*O7eOxgi$JyUExzI9Z+>Ca>ABY!+c{~1?Pd_cZ?e+PbFFemQ)bGppNf37ljX z@CK%>NzR9AEr~t@ojfx#XYcWd2!kC9KB`cSq`YE2Lw+0aCkG=0WcoCBK}2(la~?-~ zSwAW2{T#(*;Y|1Qxb-Gg3XF;C<}u z8wgP0iFvm3oHO}Jvi9=rVSs!YRw|W^1=w3}W|Q#yl$OWYAIG_4xk3$7Gw*ZQ9LPuu zPQNFA=fW;&i()DUBM2f{^hx{GdInnaaW)_XNKp#UD_tm-KKpE) z&r>awks0RrcaUY}o%t5jI)1|#%Y4BB;#mJi5hlkx!rh`a9q}#?zn2CgXUa`$n@Nwnt)Bea8L0NVC~_ z`MJ>N`@j52Tj;ulP&)#rsjPb`gT9G3roqL$&pBqoK_ouQq7?uclT@9PVYw`q2kt)R zz=tvy333#{Wff?39_Q>zxT=0h-c0h$zUVwS4uw0GJ=ZY(Zdm+A`C{~GiW;NS*ww0b z=C9xWxe$uL1VhA9HH-AtBqM#zz|arK$^N3ag+JhjpC{}wchQP%osai3*{p9`69dIE z3_SodkyFahcfhF*iwaUg&J_ls{XT?}DZ~vDAVYu@0~A3B5CCQn6)k9#t*gkLq0n#` zQAJP_(1Hx;eHs`F%aXv;JX%6!Fc+>csWg@c=fSEKY;wL6A5j}S@u93hgX=w)Q=_h%AW^5HmWZ7YGIvj|Y5$xQCCR z9^ihU?6Nx|)Z?E9RS4b798IhL<=-ANPNFefV%#q!eXKnF6r)EY4ZG zl`}b2q1Mx-A3`H=ludd>D5S3U84Y<-GBp`D-iUiH<0{e65%BJdlR)37Fdl1_v(%dnbO#W*uN`LVurI(bdt?7a)Z zQi^+P;B(j4vbM526{*6{{Ea^LYV+~`mHxiV%jD&@jDEpc%TKooC!*FlbL+DAI=eLe zRIv7wiY*tp3ZlVdl*iz2PhOsn_-U>fSBHy2K^SGt17!?R{=~4D&!F>+ug>3=$7^hb zn??&0&vlE4Zoscj6N;V9}D9bNg_mKuZ7LRDN zA^P+4-bP`dbS*MrHV*yy@~9ooWI5&KJ+?Oo7&oQ5LXMmdHwWI67r+2}l=kp=YzlROW8SdB9OpuikFPWCOOb_& zp9vFpSTD0Aee4srzS{b7{PGX|<%_snKN5fT`8^?^+2fBvCtaRw|NNJBD(<0Iy*|bH zxWMGdPV(4WiETS~J}@Zpx_Nmz#=i7#gbvFxNxYxcdNm{Sl;tW#XQy#m8&B&G*e`Kh zy!0eU+VI)#?ZI9YMy*^8WTc!35-nUJzln3AT_y09-Kw%bdAdkx`JXbis*!|P2 z7UklP{|Vlgy}t4;@A;1}$H_A<>&u#Jd_BY(U-P&eXFSmfqYWraMe%W-eJu7om%k`A zX=lB`b;Odlp7nM9BYN-g0eV+3e+=m;>2|)o{+s{n!(Y??o*%#K$+iA;FYDjcuHX2< z)}!FN3#Q!@ZJU2R`oqv@idUv;VIV=Q95L{`mcpx${f?@^oT|=2pT>Iqp}u zJC^_cV|$1`{r>gZ-(P-O{$Z{1C^o+A1w`y4{5~$9Og^utUF7V```rJZby*f|N&j)g zpP}n4_Q+R|zkQouUizhe{Ff;obnMlp|Ml-*etUXFvX`Z(Xa9rYE=T)e6x-ZIV87Z@ zx(yw69rN<|22xtP*9&!jytM}e^5H*%upG?)=Abdqk!?%#HSYxJ~l(zbV`ZfO$d_WMwC*hw674pvXhmL29kBcmSe*Sm2{oleJ z;`oguvtY!Yf z{zK$4(1t%S@^gQevK(cFrE2um-edfl`bw4*d&0}Wi_2zGn&Au@5MF~-b#Qt0+L4u; zkk)@|<)^&md@bV30_; zbj7b^vcDv-+8*D2Sms||uFtPuKX`q=+(X*&F<(CprQA{NXWgMScdv$WJAI z$=lm@Y_#?Bsax*X*MEEdUXS(sb^Oh`ZQIMW;Qj5NeBPd<)?>(gpxB9DT<{UMUR&;E z4)wQ-eEc}~Kg)$v9_VkHZI0nhc6jk}eMg_GDO+hLpWVo1KeX$==_K1M{ zBYa%Lkf@dOvA*Bo?$pcnf$QJO8{YVR?BiN~dYV5}qf*X@H@$m&qhdpoGp!2A=(|(TpVc}nPzHpA9Y*Mh+MuV;^KQFo~w?7HXk4G)GY{t|dac|FxI*<1DE_`+0&q4j{=gS$DmU5xS#i=ej zb&d)-FH--@z<;@)mq9=BwdTHc{8Zq#L|c}c2HFwtbJ02z;PH-RAY{b3>~($4SZwIB zm3AB1agii^O?X92h$X$MT=ue8gnpdSY%#@eJuW1Yh6loXrK9vaowwC33JZKZ!AtSK z9`M@rmWWFI{^dU$wN3&$$JTm{<4nKt_23vJb_68REV z8f$yO+viWNkK?t~!>`h#PG1J(4I15}QNL~2$dq8q^h{jmYBxz!IAc+Hk{8(e<(YxE?-UtcfPSR?k+ z_LCM@7C5;7!Iv~9sQZllK7{wr%gayq#LMFYV}vy`BzR)F5HM3>-=*IvL%h@g0Du5V zL_t(8a41@L>(gi)*O)RIft6wVo9m#tE$y=OqQ^ohj{>~<4>A^;AEVsu!W+Crwxl^K z-dDbHxSdPCZ67aUYl-rS>lJjI9$l(Esbzjto?oVJ@A?=|!E2e_to-b=+BkcDJ4t4F zc8%Wes+BUyrp*47uuSJRucf%W)bu>R&ie-qW!QotiY-14p&PJxQP>C6BMC!3%CB`x ze@wOVRKF-zMZ|uv|6#`~V|wH?XdZRD9A{775iVj+G>M~;-zjEgdGJMNl$=;kf_rTb zZ0B&33N>*u0kUK`g0T+`Q0b8xzL?L6AMzc#@cJj!Q*wSU_3~U%h?EFud?nKF=ygyv zsut9Ov^PnmAdCXEDiQ!w@+?6~4wNY~baFyYLO7xbDi2RErowvhsE2ulH-RYz=$-k# zmdc2&Gw?)oVF&^PCgcork2KZ75E>3Dp8_~y6y23m(#ZoNC7e8K=!(4P$~HJbQUpsn zWN=;f7!H|;h!~hAnVBY#gp(ivm=g#H6CeZ8ud#*$dsgOBQ%6c~f_FhkA{9i!fk>19 z$)36|W1KN&K^71J3^TxSh3241UegzV!W9HNO_%C6u!mFhnkSzFLhYz~N-5wp?zhad zAgh#RA=?OIdLR)Z;+*DTWG3CYh>|MtNH<6)INW7S51C>S^u0km5dbri888hfk%@w& z19s6Z0YjfiU^-7&AT-!X{eGe)fXqk-C__o|mSmn2ktXGI_bjsz z1rD3QXl`FT={pYHyi@i8-E-~}BfnF)qD7P3!p1o^pEdvpfDw|IQHVoi_8?*w0ZJez z6$>~X9UR?q<^-HhV1OVzp;PR&-}*V_Uo%JWnDvBPlJu?g1OE!U&lQG z0AL+3+{6(bFu3%My_(d)c`{K3&#^UMccbBKy;0tDHl}TY92tuomL4$+9f+{H7Un|2 zKQKO2i0ZQ}f{EC|+R8zeF|kVxAu1vcS9Q@mDF=-s1q9HsYn(Faq=M+kjzp>G5gx$_ zn_vZOGpMzn179+IoR>HMs{fSs4f3WsSy+%b5gg?(@UgBJ*-9Me;xya zx{G(f?yJ z{6F+#ZvJJFV(~uu-;zFGS>L=YK7g}z)ai^$(c{zfiDTI7d?3H-Nt@9oif=<@W#^K#J{bM}EyRoR1% zLFr*Rts(Y#`}^Y0YZYD@BESfUdK=qpMIZdMCzpGt?7sHAtoyg|GxJAl_s4rp-Enga zKaVo^zh{V&Ww@M;HiEy^|7$;x~0{J=JdhdP09H|8&$H(o@ zWjD;mZ1;JDp-4b{gx+TyI%+S<=ik6valP{S$rV%3W+98HR3u70^BCt{bAp#Q= z3Scv9X4YETTmWju(ob(Q>~-X9m4uXUL(b`{CZ*&9+|7LUi6E#8D{q&TQ~_R$;Sc3&F7u_U+eyuvVcdP<2VJ5tG-=HzYd9Q)xx;kaeNTbzCB-8%{+-@ zDK9f-cbL;aSCB37cLKrO(YK19Wh>TSeg4z>F%~Q#LBU8olLqDBfU0bWZe|f24cro9 z;P&|$M)VedQ3pPefB`Xy07mu)f{{|Cvx^p%f+8`O zppIYykKOTud4e+YBH0km21bd1h6s)2C^FH@FvR?c^IsMGe+hA@oaxO%P&N>ez2OHH zF-Aav3W$N+7Kl=x0rI1w>-vrxhhZv7yyve-K?7o z^~6hCmHAfBi8KbTQBG*3mQuox!;c4HP+62^!-az=fMymHm6fQbcLRis83C-K1(Cwn zq8IdQOdlRSeIy~Glu4H(ZbL|zh%taNxv)gS7ikFaT!n=U~QKi4#dsC8_i=pUcxR zzO`?^^}y^x{G2pL8QFlfE`XARMm9WyQlegVffn`dw4(nj$Zs*eiebV#aRC70n%ENt zVpPsMT*4-s5zxu23ER|`c+u~TcOaqQVt^hE;@0O!CJJ0NH-k(t71FF6aY_uF!Ce+q z9kbod!3Q$|p!{ThOnVdgVas&LNT-YpBNG^2 zke0H#Ie#B3sfR_9vyky5{6C4|oE!#WlnyWiGJ!FO=zC!}5KcbS=YS3>l`0p=(%Tvh zDUp!Tfdw$WH&nwIu&r~Zxg#uL45)m9OETlE0Ag0w%Y41857KBwCv5%4A z%k*{Sn0`C&l!Fx%pr}4{ogI*tB1t3}K0VSq9A{xgAW8rP5KiO~a32Ynjt<}$?hp{2 z(190>$T`0k6!(Nj<`mfu4Ue)C%#+4cl}uC#I;V;dEfETkl3C*Lh!2!b`&m*(UbjXCswMy1$ZTIexF*;HTfFL@ON5bL=Ey77B%H#yh z%m6S*4zpXpsq2;mIh_nUDg>|!LJTv2%#`Wr^P4$Ga`HlTqcqBf0pD%S7>J1w%!HXq zfZ>EpDbR5s78H(5>wykHDFwJ>5VPk@$iO+MwSlKGD z2&@LnBM_f<^D+ld%AQV^Fj11A6$1gL!8%Y%z%rutsf+QL6nQStFBFCN2vH>GIffzP zQXO%YWSeB>=Vu~TLg6CJGl{-S=3)u%#yz=pAi%|`GOqXYKl8)k9I{$0YIstNwKMqI z-4K#Ap+Xw6aVblnKa(cMz`S+<>yI&IWdF;*6m5(X1v1TM=PXK4);dB{nG_W$z4 z*E3qo52;UOfup}sJhob64t$m(dY-5GLo;!9^C1c}t}!d*p7<%@0GUj%l@}5$69FGn zCW?pZgir?k>x_J!08G>-8F!ns`va60fmbtbvpn9 z6g&XoEvw#7Jx5;VA^tdAQl6=v5M;=aP)R0{d7sg-ULl})CzK*$)+V^=cczNb2^xSf z!)AnzB5-3&;UuEkkdDs%qjY}jzjyC(*>ky!VeTN?s_R0x|2C(2H)|6`SX^~oH#2^r zL(h?@g^oh@al_7<~8(oOlGc@n;t{F>Hd`!^yBOZf6T_`TGP_=&P* zdkFn--TrDzCcv$G_bp&w@r}w#senbPEK0HCbi2H-f zv-g2B(6+J)jc%C;?l~bQ6Sd2JrI|ibH$g48KWTm_D=z|Q@}2UEht9SPD8*X&Ybh0{ zV|x^9WbsYfP3x{#>IB$^OxD!JM{x5EE?N-(sHYg`AO=hb*gu}&-Pvws$AxE z^?5&!D1YPnG@}k$m;u1lCUe%g+%!&{#R(8zOFoR#21`^-$U&A&5IKXRp%o99#(m7@ z)(0>GmqB=N;Xc<!$d|h=3Vk>CWl}gUK$a!}x6_W{A?WUDNV!;qh0_c{kg^2o(Qjl+kVydMu=bww&f!AoNQxy@XXcz( zp>#$O1)kn>Ix;E-+AukbKFNUlup?-MBSz&=^&KWM#${7cxwmurP|XXJ(fgzh9`XI3 znt?Vc9xy_vqLI(QIT2=oG*O$Ffu4v7$O1Sq(v*;SCXVnKoihns1ZN@PoqUbn5zng3 ziPL-P26oEv3Jx?s%OXSluD--tQxy=>(%g*#iLv5DgXO_r>wZuF4|xenOT|NJ3PZV2S7ylpv7B%0SFj8-2J{TVs|h}J`#pghLWoS z765@CsYg;L%S=vUW^^~duczSgl;xJVPt#du>SVuY_?X?NYf%kO4>T{4cjFAK1ceY4 z$p`hR^9+|HOGu<-Mk2~go52u2`X=rXY=sGk<_HhLL?9*##E?YFOv_~w1X2WrgC}Fc zh%g_$aA~_cELzuC!MK) zPO=bI4|Raa(F-t`#{lYR5+^Ee+gbyUW8M%{VWm0RQXPWQ+$L}Wxf2PIkIMYWHH^Lw z50swq;Es;KAb`NgksuBgc?VBI1ZSRz@IwX^0N}xZisJ6>;pWzWwk9wlJy94a!GU3F z8byL_VV-1w?tvO86eMTUHE>!?OcSt(p1{-?3V1REBO+1?0YU}5a63d9T|7PKApdb< z)bhvt4+)5fB@zJ$kFhX%AQV9+d znCOMkg%6Aef=Rk3SkFAb0Rh=kQ!qU+fOnW_vjkSubh2vdE29uC_WB@Xcye7CX6=B3BfQNB+voy}> zF)bMiHf@ej&(pXP2_h;4Vn$d%1iFJVko)uiSrixsq}MV}nQ>@RxWPPui#euhO9E7o z7P%M<4&(FG>^oP;1c*pC0H3D=J20rX!sL_&K$PxbhA!hd7&#gXxZU@89a2<5%&(3b zn2agzfa#gcNGRm|(!pnyd+yKEN#sHjGG0 z2y|q_@`JOF)_)`>2vWp|ezZy$Dp8QlOh14q`iQX;Gh#&p?oleFC{S7xxD>1!l~|$W zpnE@$+br<@p{{)mvoUUsmAQ_H89Oq6sHM+xHA(=(+#v%}86!r49}fZql!7q`k>AHa zR!}$>5CtMAGI&)vWzNaMD{lZ+r`O{q_we&)r6}nI&$FKfZ!n1VJjkFH(z2hUpQ8z) z<{<3EwL@`dO(W_oIC!0cS$!sQ2zla23M3NHcRq^wT(Gygpr6FIr{&Ys?E#9FmI5)4 z@aWf;wH2WHU}HIIOzB#|NP}(a_#kZuKjU;ZONKBU0Jq2%O?25-$UzY{!vZJ3rCFaz z-|tOC`IDDlj&l9h{`~8Wg%;!xbb#APM|v#vaqIjRe>T25)XC4FjnfjpRQPPNL(Jk( zQOg3TE|`vI;!=~P=RD@|$TjD~_Y?UN1$5n5m)=M0XPcldM0+G~<;py5&nS?W>FXOM zOOdTOQp%A%B(q)$w%F%{t~DB8a*VnE5N4aA1s&Z^ zj!O>9K){Afi95?)%SV!59{D`VyCdP9s4^(ZefqdVUF;llIClf(0J!&k9p`wz_5GB` zr-B@7gSMV&%{9A+Zye2R=B$JaXjCg@Ckz`tMrYZ|l}M2_XSXmUoVIfUc%(V;43!z$JgL%JAV9R7rAmBoE(@N|~&cK>8 zCWc`+GoxtJ(tv=%SscJIPp~toGp-Fwtu^59YIzzq1rMZmLbP1Z(c<>c+#DzZB9M!2 z1&~ZBJgm<+)2&fTfk`~O6~u@k0GTtrGbgK#j8Pwfa;(c458Q6*bL>O&sI-qvf=i#| z&{e896ngYKvD}p39R9`OLijxW;`vB(3K7AQ27bQ7{$6LjY=3h{bCT1p8G|GdPM>U$ zuu=w$z6buBJaE&GqnB~+==(S)_$86DxYVVON4MuKe-DzpIYBpk31bzi51&`#Ci%d5%z1GXk5qz-df2dN-M)W~U!Fd-wcO9+jDdwP@BnE*mcKae?csTW@6c~2 zJRny(-VhI7KXQ!>NkWf7I21v~Y(UE(y0j~txBF51HM_%7bY-efc75yp>Wi)7TR>(U zlHXcbu2Mcz`5esGxX!%o>wo?AE8uOS;M|Z|i<(;5-mP1Smv&JOo_FJl*b*6}{N(k?7GPAjG25%$8n; z&38Jq2Kr+L1#~kAcnE|6Z^@t2GZTdIN3A@48W_ilDd?Q}BPeR8Ph^Ie5lXNKgvTCX zWGnRg;`&h? zL3oZC0RcQ2Tnn|;`#ta+1|yWqoV&@{aIBl(CZ5I>gg^un1)X_x1gJt-LM&iF8Zqdm z_Y!<_8AhIaE4=~{XwJM1v4wrbF65Bj)5SwM3R5dugE0ISHqnhC2e@Sj0A>ED>&P=B zmUPMhrqE)ggbP^sX{bt!j0iuR9VtWrY)Ft^ID?>**9;Fm^nAd1^FA@4AY*3OB+o|l zo+Tq95-9{6+|h#PWNt~E2uVMH17ptV?ph%NEzlF#Eg`|&3`8#>0_l+h5+F%QkwETX z1T&oGBy&XPq^T6K2yQteBA6f@(;6uzm2=MUh8CT7XM&(W#1tD{W%`nO&@&xa~ z{%NVdK$*v|8SfgOF@AOYWBgdCOd^sD!%RtRr(;fnB%COjhzaC`Y`}mBip+oicF}l^|$6hyL3WlKvWg-m&PXI&9 zEJ3JR7^Bu)$lR%N;>4V$CPKm-1KlZ&jz)6FMQ5X^u z0Rbf#lkeYN@jgmxvPh1@ZbR0`weSvUl|xlAeUL?f>On2WI~#!oNhU^2gD4#U^ie7e zSHtd5CIS@7w&ngE05FmTlqrJ|3oG^VjE?CU004&AtKF8&fs4&dB5;6Yz?j_k3`<8ANv-BVQo#f&2m`DwtN3jpb;5?ZGN+1ZEy5P>1k%>o^gGSTxD zRjNcH2*x~)w9yUQB#y*1L04cw@6-D^>QB#Mmh;TxpxYp{^V90TfBgI{j{9w%-O!j? zBA#F~yMIl9mA%5clv0x25JT#TFVvGqsjlGax(t%gcw?U%+DeV=arAb(qj?DQr((OY zJ0OVzp95}FIt<<|@9wkr@xEVAxE5$?m}M{elWDU%PCHbDcsQK+_)8uM6GAtaYDtc8 zb!g?$`YVA!^cWa9y3LYejJMl;J{H;*M>v`J@sVeFvPpelKa2!v#_R@%`{=N-=)eg& zT4S*`=drF0I{>5>6{c|?=tjgAzC_(fE+XO6-El^`_?Xb0l2K?-goHEfVt44L-^Y(8 zlx9T(o(_|eEv7TO(uBo%E4qo@BW`UhBDzWMS1vNlOH%P#jfl^S(PsB`oM z0^vMvXO*R{?M#(=+52tAUHHM ztsYgpY_cn;5j%nM`z{=m&IW}DO99GhePta9dE6&*v<6G{!0za3!E@S<;XeA!U!{0L zzbuagow`NPoK8c$EQ1eyXo1}TOxdA!h>goq>RC<$7@#NOnY9OkYw@<7kO@cz^T>Wj zSAtDk#sb!d4pV~jy!JdWFKBkgY}68d=pmse0c+It{`T9pK7tA0;x_!;6L%oXyhn7O znhu!G+&m&s{q{1&l6OcdW0_v1tWdT_kUp_VLACT8d-!`yLT`-7O$Df}3m57A?z=M| zilLYsf%^`yRC#1seEA2IxS#*3^cL`q@&WvL&gT^`OlyY5Bw`hm^t|1s?5Nb;p@7M2zz_s0`?MO^Dmyb4=tcmF}{66;O^?!rWn4X}Y1HYoY!6}8F zj=a~x40QHBMi4T)&v7fXB`A6o7mtZwUy8v6`FzqsPksMllc-$`rq7>hx%5n)!|iZA z*7dR=tF%F_)}EPe)~BU8mIqZWb(62zJ+h@1r5N6i03wxJZJlyG<+Mhl1xhE>zNtu8N^~mChI8pJjh|Ub8&j)?VqQ; z>b`X6t?D(P+dxK<oE;$1I1$`EaHa@BxH+W)LVA>(6bS$UhyWRh<}`hhf+o^Th%kge z5k`f%qDyE-3n*RyJbcjb1I#3o%TPu)_h2GvMWZGe5dt`&0XRi+24o>LW(y>bX>&#d zvmnCE97xQJ1nJ`k#};@&f*;i?W^zD5L=ZAe%1MFf1s#z|RCG(Ifi0nDdU|ALW(K6g zqNs?T(ZZfEl5ywkso2d!zz1e*oPtpVOOYV)~DjL{Cb`7!fn>nyH{13-JO> zLEZL|*)tpg5r14V5RyVFW)u8zR0d!m2N4hILCOd|91#SQA`0g|84bV<t)pLisYGC>rArn)k`K_*$up3^230ZGg$!7epv2?LDDIg`*q*dz!54Psg%fMga- z^cvZiK$z7$2_(x3Yl&&ZXg-7z0>P2Fy2ZtU5G-f{QPHwuMfDI;^=Z`ol_Z>@?}!QNsDaA%FOx;6vjp@fOL z8L6C5f&n!aH6R+J$YzDJYmx$yXNky!B*x&>^JBuK2(C`xj-Js880Dk;8MzYx)g*`L zHjfcnZA@lCsRT?A9tUC!J9-!uO;*eX0B(1b48%Z5C>d#n0Abe@pEo4eV3W7pE zcnnztp+IUvxSyGxp^z%&B-SeA$doifTU|JD9)}aVC(S948tK==2O=qDq|FRZ2`VCm z9m9H%s2A%!C3$IU$-~Z@y&tHeRH_uEH1@k$A+-`>gJ7_)>}3)g@b!YLn~4Bv7}}(-`qb`{;$)wQfYq+JpK;s>>az-E@x|WGXxr z{D}Y*0%_P7zA*`3r{my1u3T6IDP(5kL&{Mb<=gz@-PEi ztwoZC$2bI|Dm4Ofus*_r5;FV5HN)=rd+MR?BG}5s>;dKlsZml+$24T{gbvOFby1a; z{tkT)(4YdKAn2JzkV5Wm5rBnHl>6JCdE75VFl4~jAjMdEcRpSSeoa{zIN=t)i*4YW zFMpa@GBifP-iQh0tIAi859c|}Zp4pbk8pg8v)|$CT%VQH;K*D7_4Gb^&1&YgxG}^@ zOGdH#jo^Z|{SXIgwVBV5g0Y+HqAd_C#gyUbA( zC&PtS0St+m5Hm24Q9|;kk3XNc+x@&}#S}6`b>VD$eY0l)Zkq)L_RH^bK|~Sw=3LA2 z7!0MlpzSG`dhS;pO}5MOc!}zX!P- z2^_MUuT^U+BrEkXXP?y+fIT=6i;VG7*Jo}(-RpU%<1FZvVCS_p$+S5zq7)fCrrlLO z&wlMOpj^0KFx8@uxnD8>vz5w;gi=+68FQS+6*52<-!5RvcXHZH+nF~XCtDXrG(tF4 z8pefv@DB`bX^=89U6&B$?Pq`^=DW=!{bYotR1hHo-yhUE1y_`1vou^i63?H$KTn~yRkTrfz}aDp&~umDZSjCuBC zA%IGP5NQtcw8=~f;gDV#s{+~ZkwP%WPW=<~O9JZZSbfGxXFtxKh+q@af!Qf~diuCH zW~5BXOrtNJC)dvtbSo=FT1-j<7=#lN0bq&uf$1;-pe5Rz1H!?|C<$}cgj|pcn2$II zj^-s}q`#me(In&qcbHRfM$U5xQVVWGBgH(CCZJPcOo#}laHQazGsOc8a*mt{gqkSg z&I!;XJ0U?bctK%iK9_LZA*sY8B|}IiTH3ktBnhnu0!M@~OZGxF1d> zZH|PA8br}kbr21BjMcMT$od#VUD(8&&v&KE&|HK>V6se8oLOAf=usJ~R$w4VK@Y#9 z%anq^#1@hvGOz-O2Y8>(kOEy2oB){;XBTnydRm+r%Be&mc;I}+%ZEJgm?l&KYxe{v zq=D&GI`|r?qCP{$eMvYkpv5v?PQKogU$z8-uB8yjvf*=$21oA`xK*R)~pm195w*Z(95p`mwn^PY; zJ-~4~BUz7uESVK7qaP{`fE4Tu+0u8v$r4C0o%JyJfr61r<1OgZyl#|(G92aGYds!3gC?F_X&Zd?Flh6 zbK05Nk%G_k=};ks%t284LbktQ@AsX z@CCCamFX}oM=~T3LnABB3ER70?$^0LQlrAf3L;%7N=almWHDroKyd(19u~J*HDY5K zZW+$n*r{NtWw`Vi5FlD=1Dv%mC6*4#3W&~uZROSdYBQwJCbG8j$W-U7 zCF1NEWygX-nIPdJ@My<@rA$hm$KvAxNRU$nsVYbVL<{l(N=`TfDOx^#mi-v-r#%%g zqnG<0@I;9{(iGqcP%|a40hMS;!Xm(N`abLw&=RyH&L$VM>eCBde8VB#n^VP}!y^F) zmQbdpYQc4U+(vy*ags%6@BP2%=}-Lh?ea!Y`B-A!&8EnSxvJn;p4p!Zf3UenKgf2R zQ#$Mv?H(St2?O*IVi~3{n#=yzda@O_5-`1dKjY%(@+`?>nEe2ryr4HeHO@j${r9Sm zz31p%tYU6+PHOMZ!Syu6G;wBBLI*u@d9qtT9^9!|WJO#fio#<2Q`<$AVDRRu1l&9bQomm->BVz&e&%2ogzN4o@}0T5V<0puk29OwQg z#!KWvykag1Dr73}rjfC0kU&EAF~uv-NdYVb4-hA#`0*YxZv6zS=#R=u;9>j1{f@t$ z$DiGkc|}}YmR{~Vy~fw%Xf;pCa`x*vzlLoGUon4H*onyU1I{|%ugVm@+&l@cOT9uE zW}_*`@yAa8y38QKK=(LuoM01>A{tERAY`FHnZ(IIcn}Xmr_xv%J>lqVp3ZyPl1T)K z5s1h%%;5Ab)MS6XdT8tLy9n zLx3}WTmoE%Z)Zrxv3ew~lP}tqF~16(%1t064hn_w*x^Mo3vdN?z}s}53L$gpV5j5` z^A5AO*08kckvt<1f8a2iROIvMecUZh9}lM!OUX>8!cBKON-#wgy39m_8D*)e5&1zk z%PW{CkffO57$z8T;E1krC7grs9^QHFL3c`LXvA$5n67GbzKsEBKujnRIBibI!p;h5 z-INPS33v?{2@BE+oC-IC>`tUD1(hmBYQ&L%m_`J`kdX!x41EgzgxnGki(^4QV|H{~ z<}qW=1ZQnrKLhU24?O>@?v<4yBLcvjQW!xbtfG|_?qJ`Jo1&mTTVfe!nJ@#5awOct z1A!1I^G+gwjDh4x0e}HmKHR3|VUQH4gE^2yMv(|XIw4;mlB@s;ptJZpy$48!XsXU3 zT8SY9e$;UsfQSH)0H_>7cP^!;xBK2r6p6w3{3w>5CPo~s6It$ z<2(fJR-d{~_laU01{jDbBm;EdfjEM_DM?O0f2;Wt9zLf-W+rk&v6<6h9uKSeX~CF~ zqyQ}gA;RmCOgqt8C0dc&k>)y0_`-Py?1>&>@nh;7lwR%$kaML#&pSaRK6^a&%dG2? z^YoY9LsS|W*_kYZ;?AQ1nn(1&K@344{s!mgzSu&XnS!))a zD$a-=h1kyA&sf}v_uv=-ln<*^wmpU!z6l%&z|sKKoe2sE}fDlVfK!-F+E88 z=$M4Y-5J66h?@C!HobTIb>r*I|iwH~@;T~jscV)w*LVQB@ zbYO^9L~5d;A3wf10C&V7HXEcQOduGZiwL9SJ~r|sj-)Cpt5S~zMt3|fm22djF?*5< zE4T(M1Urxr1(8HzBtQxzgBbvFK_;=BfM5Z`#v>&z>mA#j*$jlDq0NLP>X?`|(-V3s z6HG}DNX8U^;v}b|8)EPw@+l9W#H@f2I1xMf;j=FlBge3VgA3N_)lMN?F|M4Gavo`? z7bE0yS+r1pLqsBB6u?BxnF){qorsZibOg&<2r(1-oP?lEl7VyfX~BxEh}^<0lp?g4Y;q_CPN0dq8P zjehn&wk|S3Qb9^@#I>#4Q``UYF;||r0Abb1vSX^&h4x`tC)cvEtjU(i`-HH=z=Kcb z>CX?Eh6o<73=os~Y zv2woNIcwzwX&uge`iia8%lY&^QbH3Z`oK~?=+lSUNWVm>+if>H{NuW+;sJBC0XS3z z8H3Q-9ATBmM#cV*|8f8NKj;4XDfj_>pWoaG@n^5!mnz(z;`Qdk(~T?WvN%7D*gd|( z2syTjP2dajcl!8iyWQ@`+r8GdU8+4ECNGuj{a-bzQ;ZgjiSOs|W3K#*Nrd1Cl8J?m zh#N|8O8@+E`Be7)Z~NPqXBBY0o_7*&r_mi<1ekFdiWJ5cLAsa{Cy9i^i`w%0Y=NQCjWf1g#h$Df#1cW08M56NFW6L1my%n>+8WGCvkgn7Ng z%f9?zc9!#gI z4SiFMrs}hw!8Lne=vNjKCR0g)6hJFlWJzbFqQcd|Spqn6NMZIq$s^ zNq&svaCYj5vF|acR1ST;TAs6D7nBLQedPU=7zks6BOyz*KJOKk%KEgPpDuoe2S8G+ zO)txBj`z_yeUsYels)J7eP5y+S*x00q({Lhd6aCQKi7AcFIPG^b?t;SaT^pLw!6KC z`&#OP>wP~Dx>AL54xNJtihE|-G)7-o&f_n~3|XYe#SS{}#)xjNYXQ?S+kKdg_w1b$ zdTtNPPtm`px=_Q65pOvg><{_mU}$4Foa0O%fqap|eft)10^bzxnUk;x@|YPqBT0!$ z;kqmW`|Wld$Ig`*S0Dwp3g4Z3IhU?#cJHRA@SY1`H|2O zo)niK;mCCJlwqb^2oRCIVlq2IG7+Xv0;eFD=Z30=ffla9yd;ZT6QIFhIXYIEl`_%K zhF6Ubm5>t6VZ;;)Y^p4x7tYVC{5j#(j{o56fXmAnq+_#mAV4zkNQcBgz_WKMOj=^n zJiT`xDn+&rx7#a?iE}z$&O%;zRjmk#%m?7~3E&8>ph*lz+?1s7Qq0lLU2B$JsHkruJGj(8l`6E7{ZoZm0`veM1$98_a@ez^AVc@Q7+F!)oU z#|kJg@1K&9HlsF$QxJ;+FUUuE4SKVLD6IOR_hWBwUl-YzMu~tdwUqQ}{XV&3TT=trR1!S% z6rC5t#zIQLGqvlAj|G3u`SI;Di4}e^3OpC?TgtdSeEo{&2PGZn_w6yuCExnH6`YN) z+DO3cc=y+_SlKqUrM@rLpTsMIIqgr6av{WFmiWk)^TrYryQx7#gH99=yI#2EOzS~F za~#&+iyGyY_}8LP@*g?>2^bvyjj+GM->$JN!>zyE{XIm9w(PlGg>Wv*Lmn4B`Xj%i zP0n9lin|pYNJw0m!rM4LSQM*+ev|V4aLcD}x>^~)uRZPQqX%e4&U5(SMb-ijc>1}V zV*t*FnCmgIpRvD}+xLh5#<-*8eOxo6A>i$J2(@u=ArvA{?dT3Sg_kYo+j5uJc{!qN z=86!kIVjqGF$IA8B6;n8%BHz}IG3jT6727xE)AiP7lF68E4E)5P;Ii^Z5{{Y*&fcv zpJDtrUJz1oC_5Yb{)pc`X`|h=_jtru*X0~R*8cW4oDo6r?_6NAhN z8y$RrPW7XV+Y5hqyucV=4%p%H>!fG&SDF9cChz<6)5MSEulW>8pDth9`W~wbW9`F1{hdY)$WxaLt0jLY)nGwg9&&u@44Nh}p0U#7hoqUEJfAK$8%dhSE-{$#?9UmouJZ*eD>G`O!uK)OD z|4+Z1|Fu2h=(I#%Q-&Y#_tF1rHd4rm&f&5^l!WW z-?Cx!|9tk}n9i%t3Hb328yFPmU+)j^|IagWmydJq`u4v(-2cmBfbrAUvOMkiROtR- z)0c|Zr;uveAM~R{IcA&`iczgI+`12?DS$2|PlgHBpc}9!#;||OF%kF;GBaZVrbGX96UhJQ@d*Dr@>FfMcqwn>+>y(JQ z7E?Lw{MwIiqSPK9UAO1Qe|n7ndP3;-f7tf^cD~s2<5MxfkYU&peGm^`2wO#c;O5u; zm2n79jKQbXyFFefAF{9ONqxBk<^)9+vVz0cPTNRx)Zu{Q57@9nnEZ|nKh^;Arl=gTtwn*8E7#!b%W z&NP3%S^1{N-sUgSTUco|fnN_XeE1poqJdK3JLq*&b*x{>Yy0wtzkLKVn2fR6JHCAt zQlQ2*3jgaWT6TXJl==Pt_8fxcWhT~*7o<5JzV(kM`RTWQuFE=M zmxm9T4}74%y_=s)EzhvNKK)PpZGU=u-w5O3;i{M0nFY1U%_zDt`KJ1C2iWJW&ihOK zKjH0F`;9{LB$_@i<>i;3{^oY(t|TAe;qqSY_wvSwaF9#6*Z0R2KHOG$`Tfj4oLY3n zJ%}nQ{*?C*=j}c6&xvmY>wRfMy1;w8fB%&i--9|lp7!zOH_hv;=Xc2)UxGen-evh0 zqR01Z30g%v*=rRkmz7tL>#V(KuNtN4s<=Xbg#NLNSKXEYx0T1|}r%h7f zZh4&b0rfJcjbhsa_51CbJ_-ZOJJ`W~#CVguVPxSY6R&albIZT^bpP~F{I6F}gJmtN zq&xL%iQ~CFzHQ{xNbTt01lXpR$hF(w82j zYLgC--Esz5Pg;8s!HM9?x?&TjG0%5Bxwed@9CSHAT?Sx`sMRkAe4_=5mo`dE+v9d< zD>_M+i8rg?l+Q;x*K!~IF5>`*h;)#st%G{%QXb8I3!l?hizo99oEp!E#Y`51Ff3eG zC^UH|0&gZBk!==1$T$NKJ^ksp_(E7)ef?C*MfZ)mli zoL}NB0$C9iIE=c(gpypL9ZJZNM*Ch~=h6vD_6O!KvsPQ52(+GE?_-X7A}WM93wP zXZnbkkPd*Em;sppNM``YKtC}@5{`tP6r#iLQ92hV3<+l+jJxnTkl2zYL_!b%I;UY; zGzL)u!5>BS3II>f2!Ip<#Kuw55Is4OA|$MlC;US?X7r$UEC(0UDod>~ z10aNekT8fsC`plaw4x1JEXIiG>?!F2kdEE~M&^t(02g-1&ev)h6J3}~BDtv!DP656 zLi||jM@)B&B!VPJihx865)?*4#|TDPGS^6QH^|QLqx0lC#X}NUIF*Aj0Wx!-b?Ddq zH3hJg9_YNDp_;G+t4BsAB7$fzCqcJumGpDW8x@(1*EuF;xXg$^Fi5Hkm+gpp&hmgr z96+9FnT~;JoRd+{InhR)gM7ZH{YG#y#*k+mC-##txF`~{6L`S=^~}*TrX7sCC^(2A zr5+8TA~OjPA(JpEVQQgjM3h#0%3NSykhne{(*fN6fFx$e<8*gtVaK1n!6-z($5|q%N`%NRg-v>{)Jq04{=DNY5D1T;R3& zx2VcRKqx6Z4!}+{ZJz2InQ3@I6e1x)NO2=i2!T*WVU|)@l|*RWUmt91ct1*eYya2Z z@}E$2**A%6ulKuaiUxO!6ZQRl-?yi-wQa4fh!jf55q1OURTiIzh?938ouy>khE@h< z8M>I$!PJ-930``>;JQY3A9o@T4UkX)pgF)OKv)96!NUgHS-^$XiMcoy5nF2VJizv%@=Nrvl zXAak|o?jrYk~@3HqKz7bScXx6NU%n-jevfuFbh$nq{yT==I!zIHMa*^s`$CUyU30( z1oC)!37FBlzh5;%Dj!SQhf)L-Yk)?fYmm+U7nZvG%i9JW?iD=RBQi&5U^oBQG3 zg^Nln5p?d^&pXAPTd4ByGb2tqnLjc7PaN=NLlXMkO28_|e?g6{Op15&o4mfjy z7}AU|Cb0I%bTFJ8m=2Hx0Q-5T?m1`p2=GBRDIHN$LKk@`Ml)cbf{S$Bt{~%lmvc}P zC^Zl1hNGwe>uoyyZnn?o{xV;_V}Ho3vGhI9d+g5CwkJxOw;S#+`Sx4&pD6O2-DA=@ z;~2KI{XMo0EnoBD-9yKCn0*zm2CSs4Lfnk;FY?02^qi z{L+v2IU;QZTZu?zAaq3lDoDzr5z+e&Iks8|M(1i$8?buTZGpsXdc|Yb=Ud%OwRqre z5n^@yI9~fa;B?r(2)@(Sc0m90vY)?hObp0<2=$%RUw9B^rLq}*g^M! zku?p-eIcsuHStYiN1qHSG&A0#zwmsmaCs_atp%wh1m!L<(G>wqz$$@?VECPIUe*ef zFZX-WtGCXJEc8&1B9lv954k#`BO)^)`W$Xk0sHzZ-+qhzdjOC^>OPl!ETg^Kwf6xI zB}hk+Y+NcAj7K9AR_NOqm%cT7FkZX@xq)@{d5LtQeJQo^a}=ZKLPN=wv(KIgfob%) z3)`|_`Gokf=2n2%qfeTnscyAUh6k)e);*&xLaZ?(#-t1eny2@@Pj<^{$%1O#AS7th z<J#oG4h#?wDHOt>Vu>DENEOKYO!vqnBvGxk)pa34>-(Jl(8*%GqU_*^ zu#py`30EZWLcrk6pi&WtSUbkVool#+GeKLjY^jZj35f!H&S?`xWNB1N-d|?sjBeRk zkg*_Ekxe~LMv9YH4gxyQJeF+D+WMZ`=Tj>BkX2?DFA4m8+Laq}_GaAz*^f#zfO5_mJZrbA6>JPfSE=m68$ zXCwGP^eN-RfDRc#Bm_jrkc242d4@QtQ(7hfCu*j63_3cAlQ_Eh41~}cQZC?$I5Cqb z7%d~f69YUwdc>fAuW>u$8|ER$qhN&iQ1Aqbq!@tR%E|}=CYVf2Q~}nEGU>b|ZICu0CLq)h+?wGc5l zB2iIHEsn65cv^5~bruBjoR)Kf0C)%A7?`p!L4fy|$sGWJ1cE#vBN09Gq^SYjasnF> zOjc){6n;s;C@`u6MIa)nArG}Dv~W)VPbQ*po@aDke?|+KlOr?T2|aB>tX6_>A^=8G z5?PIe49t&&;MQllf-z4fD+<#lqQh#bGjhgc>YQf*93leAF+!0kliZX+qk_TAV|aHq z)`|iVwod6bBaw>;D~FR$MgYQ?CdH9Z*f2VT33Zehs{x?|NdmfH`5;c_X#U@3cM@a*2qavXst=g)N4H0a z3iOx6o#-cP#|s-^Xq*eceggS2s-GEN;ZdkxuOySMX= zV3m8Z6fkQQfLfnK(Hqg7l9C7nd>%VeR1C>8x4*0V>3*K#GNuXbPZtmz#2P5b6vW|# zWs;2;kMHk%`CFnt1pbNaFGPmrcewuj9+CdC_&23{@M>lhS<>MVGUqJagH3qE5lQGm zyV)G#skInj0U*KyOv{&PMd;%O3!T{sro_OsM-oTaJD%Qjxre=ZuZw&5#>YacZJwT&ZTwF6K4g0H_) z{Q~q7hMp@3k|3nK&)+_`|1%}ScnA76+HL#%cN2cH&D;V@-%ohZ z;MvKJdX>se;gO5ZHsDw>fBK%6}D=9dKlVC(n6NBIf6d@hHzaSke(d}-^7bvNi zIOlmBmXHhemZRMtPr;e{xB?{|*W>=B@hXloeAAd#P0Z)>RWpx*)J*o*knpwIt6C{muYNEF4 z@CNe4SpnWdPR0cQlAX7zxZv0_B4zG&&Ut6`PyVTZa~SpEb2#>?M@T1oL_tfLlf)C* zC5N38p6MawCwOp(b{}YAw1Jc+l~%jlI+RD7Touw_FiKL25WAHfNa=kk@v1 zyO34QFUJ8es($F$?$p-xz;aIUL2lZrLUi=6$_4o&l{O8=Fc|OT_q`O1JcA-8a>zr$ zr&Zgc`}_Gmvz075W00UPc0Jyo5CWL$;+e*1dJ0a$w}XCm49GzNFsILfkbZcfZaa=C zDgb#;Kiz_9t82{RX_%Qvse+lzLOGV>VH0_%hmW_fhkO^3hgl}^8~3hGRDBORI<$St zOTP*LW_&6BR#9Mp%@@U&8&;2jA#Tku37zsA@T>NX`km5Az)@5dyfn*5EEyvVct)Mk z!Xi8|@&iMr5LZ@&nCMYB9%>{^L@YvO+A$|%k;V=yKkhv<3>h&di*p4#XLQOoZF(9xEV4Wns^mfQO7mRTv>b{_lo_2UoFc%0*c>=ih+{+makFV)P><6uWYL~}Z4d3cC0!h|r&foBHZbzF$aTN10!Wj}6E1)&f| z07RxwGXTU755FDf(6Y{mnJh)@2QZlz$dTztrjp6&i5_yoO4VV$a!Qp?1`iWLs*GX- ze3&r{&<`4uC`b_(GXTo8i~+er5C=Cbkderd=+h%yK)9-|F!nj!1+Y>PK##yk2T0%q zNsR8h!5x`U7m0$d1i&fbNo**G;{8^i12GV0Ow4g1gzSENJN*E-FgF6pKo3u|87KGy zp#cqGiwJ{CR1%8OTc&5ACwOK+5P&E-HiI5u2!TK`+?f)z@b6=i^_{|1gAoA$Q9!Q0 zkOObJ4!j6+2PCwr25Fel;Zmpo6Cn8LJphAdu*p-PMV`!od?Jh($AFwDN=ho43I<@2 zZf0oONeB_mY?uK6kr2_yT?S}$j>$1k17pIkWw)y z(7+{z)Aq0A4lyB-5+H&J!OW%tgkwS`g(C)l0mn&fkdQ_MNeF<60nt61UVs`=q<4UmEZ1C1Jc+goxuy|? zs8kemM1d@Rc8Xw3p#aPgX@p(~MgZ_URxA5EST{DUiqkI2{6H#TbkZFo`iJlF*ZBXC!n+CrgAM z;rNI-psq!6qL+NVc;i`Y<|h%20i2C zf=z?SXZR8=6C;_RAQg9D-xtnU!C|V8$U(R=Q%;*FC=`G|1WbZRL`n#!K!yk>KqT@w z8Kf{LTUUsC-~iqVZvs5v95n)=d15j~LIh9{B_bi2C?VISm4cBGiAfaPBPdc62Eh~x z&ZLNlDC59`8x~qd%pA6sO67-+asmv>4wC>b;@id-K%3TyfSD0gkd(FwY}g8INRIqH z0>VB)%H;Rrd*+Nx2od895A@_@27(9X#po6YmeoUz?==oZVrm8uiNG{6BVs3Cdar%5 zEm*;s%n|_LnT|hp03b!g-)|&}RhVmH%$$sf!Y)FjIJ}WET1V7nIektJBno#Y z$R7x58)Og-03t)pU>R`|di-|RUHJ(W^x&M^rbBaQIv>?6KXKVbax*YgTifKCC=@xKV_xyv_sBO zp1OXd$LDJ%{BMg0Rwh6b2+0}84F~Y+T(eul>^Lm2JkI8q9Z8h0>+kRBdkk( z9*dk~v@hSx$L;4!)OG3ddj79ZC71Sz3r5uR&HE=Nwm3)Xae@(;Lo$U%V%QP^2l6Yh z^9mBkI)uLm;59k2AZfvjm^R<&hWc_{K5Wi97CnT~NpI|bJTE_A;-Sc^>zJo-Mv7r) z>GIY3%zg+DT^~w)D1J&=dkScVcBBcpM|R~5of=~Hl<#UD{r>I0~B4dGPria=<_&E=!f&i-N*a=eZ^$ICv@S8 z{V<-ARO%aBPU!Z@)8P^R>0epd27ucYGF$Lo52 zJZjA4_osH=hgNIkJ`VIls9ip-_4C*H6eNa82x6cXS=*BTHlh+KnL;SNA8|~lL)zkU zVZI_q5K;~s_u}8b_dUradOLfK;N&@T?5X&3^qrk4&!k%tA{s@hSrySS!>lf)U9V%D zxBY&RmldRC3&V^zJlC(Ap&l5!I<8xeke{aD+&@4N67btf^lqk2lrIlWWlV~9CpG;;11bMn@( z)*0;tP1MO@0GH*uZmpwAWZ2$MX9Fe(dk>pso$p(D?rrVIGxWSKc0#oMd6V+*z=C#}=z3E8uWa`Njl+IIx zD60z9+}WOBqzsXI*koC`TrBy6z1_xFf+sKI4$V@@ZG5Hji3F2!`T;*H7r`J{?C9KdFMl{UdE_jkTlRC-HY>Spkj()#4U28F?NNUQ$AhVJw zx^hhOy^mv9CrWM0lh)Dxk7Ily`;XPU_&;g>tMnm}9iea`WV-uAkUN3+I)6hCg~22M zW%2o7wpso?IA@rMB~eninX|I|l>C)tayqO7#cB3&)=0`&JWEM{dXS=!6t_1?h)9YC zXXZ(nU?Bt%xH5sq7=4cLp|jOb9NnBrSs3E(W-|p?S+Y?CSlv%5Lu)BD6~PmfjL9(( z5<I8}&6X}0D~qd}FGLV38S z)Pt~)fWj@^PmIhkhYLy25?mF+6q%9cKFO1MGp!{EgD^y(BBdr+k9Q8!{j40KY?`7< zZHf6ia45f2ZA@$TmF7lMqrSR$Rwf$6M|yXA8-7=b%!uJ*x&(f#OcN_OCUX*Hwx9$E zpi@CM2~Y$lJ8=YPSj^K^Mz|}9auP9;DRWx-DMf0L>@oI1p0&263@P1XdUEQr=cJVD zR6UF~M4Cm* z;E?j172p|u3x8;6#;W0}Wjn@*(QAz=YBs}r;udZYWT9a9kv@d6f?L{-JOvNt16c$w z$SeFK<`*JRP&gukh(MVc1vAo#8HykNW+6%s<&}8~Cfp(lsCXc#b3`&xaz;>Q4RYcT zgfj&=f4I9KA|@q(Jy96M%;FG{pp3{oIaD)?CR*o-8A$Kuq{9sTu^FBaOBLA`E*5kJ&cznBZZiQeHujCz6iTg zten6I`>|UmLnX}%Bb#8UE<6LU;1~Jo_f565Do2PxnZkO6Q@;y$^32{RJmPt6No6JS zKoB93j{K2Up?F~i>n#C_#`y{!!N-rypiGGfJ3$gsIZKRKQm!NyruT4mY@pgot2u?M zKoY`&NE)7FWG~Kh$dQ6*?DKw-^p$Het1=w34C6~8ds_by4pdSGA(bgr!5;1-F$0mD#~=PM`=ic3;qm(N<$r5~ zOZHCd)!_o9FobT267Zpl`Cw;8#LUB^XIe6(Raq;=BjmxnCS}t`RHl<14ftIqyr$r4ycaJlIg{d`S zb~g-*_==Q~+n!}mBgNk2(zd8I=aRmHD+Q}-45CP%CP`99>5+Xr7A}3#a9b}|UgWrc zwWB-;eUJyF{$T zK|iKM9>?L9mnxxRXv}MRc%B|7jR%bmyMdg;G<_*baeZ?iBait{oUN6Obq0>)RDGso zy<5ONeR6~-DH|2ft5JO0Vc#_^I%scs>hZC+wl-}TJ`cxXIR_3ebk^|60RdH} z)JZgjGr$l{!ZhB8^b=!*Pk#D$&YD_K3fjWU%FC5~PW+23l6|*nb&=EZ@t};>Lh7A) zkU#vW;Twf_rj#84uv_rcX7x_g6U#~ z2Z(Z4eexFkck?J`^ML6W2r@I(Zh2(plp2vLNkjZ7mXG5w%$c~E9$ zu1t+m!Y3DngCWAo!~ui?jdUsyoFr_TiR4TnE-?OfJf^^PEIH;#QA`h3l%Uxsp0WSjR2ciK) z4#F~x#kmq{8dG3`Q)G#dX_Cgw=0v1~XyL3)BOxpEWyU0U+Ueu2sFEOqjqtt*HI7#b z@7s5Oc)d3~UCwp6J2j(cZ>O7O0OTwwnkj@#3gS4{G!Q(mbCe$ULDW?E4~$26$E1Xl z3kyVf*dE@ACzA*flMp*m7wSv6%bbR!c=1BIv0E*XHl=zeOXaBiYC zMklRQhz7Bx5Rud*inEhXN(TZ2a#hy_61gjy200)hOv!|#NV+>|Rwcm*M+zCw8Jm`v z&GMS^w64>ZhaiRv8|=--thxd(Ieq85m7tW z8-Lw|iio9KNR*X8MLZQ!N}Bg$5K$`&nA0u$END#W;h8Zb$wNe_w7CSL3n3k479JOy zZvE_(O*c;Bkdiu13-N7SGapr{$z;i@Vws1JTWdxGVMUA95%NlhPbyLW#s3qyY} zJ^Fe2vPq(F;T)Mj?i7|jhv=l1@BoQ0$P>G)MX?3H8II|IUzJ2lRw3_Gv;~Wwk!H*w zDT4!2qA4|vaScn3i4^A5a5ZKoprjNbCW^|$Zas;IdWmcvxm!|iig(GaZD7o4nW+7GhWeMST({Nf1wR z_Y9{@l9AHOLHHl})b;#-ZpLy|eEJ@T`MCz(Eu2E6l=Mr`S68w~Vv*7)eh7;(#>nkS zNnj;owq^_pkUIyi}ceg7c>nH@3q-gj+` z9{6ElG8k{QCxc{$ti&5nN>{n7pFqR{m^VTTVQaxA06{X&|6ouH&^Q%!e2X5G?DO{!WdquUZ3 z-kk2Q7Ytj-$F`WmRdodX6EeOe{o#WVjb* z;y3q9fv^(5ypXAOq@!{BWX|tPJ`4BmC zqMv*oIS90}R$`6!`_j;wimIo^5A>gw%-wvXq^O#W{brEmvVJ_z0gYU9Uay-ofB%ij zLh=**%gPF9y41`Fu zWkK4$-_!O?+H~)VlerfcN(!IRy&-ZX6%i%#lrElSX_b>01W-67DY&uBg79&iL1aDHOC|QcXKhtA)9ib=gmExKVmhGeL`j?=;RR?S z>pQozJVyy?l8r)^Lu9n=dB2|`2eT1zQDHC};NF=cN-ZMN<6$&X0YUSh+3z%mMH{o# z^%F!y&MDt$A@X7CXj&SsQ=z8o2*u3<{)|$YHs)CI09~>kV{fxg2qwFQ(loP zl~>{JI0_ppp%W?B2$<`b?#?4Q6+P=EIMX5y%Fby-t?*WxAAJIp5lJo_ZE?~NJrA;J zOcatXGvE=NTypeG$8_a}nWYGYrpe8whKmR@tCpbV(2@DUr;qMPS&L{D1x2?$>+_
%Sn7~D&0`ATx~djspWVg{1q5KaBU6+WDV#zuCr(Vb5dz3mPC^X-tNEA8 z{<^&aa@fN_ZCeVxiyhTlW+l>$nXWQlOTPIL9+ItUCJ9Z>Mws$w>0U`SkWXl`wa5 zqa>e13GdU1pcVC+XJ=An;lcn1OAsegu@6WPF^Y2WKr&1@wZSaCM@XcUA4O)^Erw7D zx+I>Ill`6Jp-AzH86&2R!cuE}A?2C<#$Rhl-CL4*2@27a3it3w zk60Tq7da!(lg?R~%DPP1QU+tx%Bst0b)S#@yronR6D1brtirtVBWpDM$j@`+82onboKA&^n8v5Ewr1Xf;*gq#easNfJ`JNKVbk9F$-$Y)xlP z+?2rt_8<#}Ff>VujPOGwh|}ia$O7>(nO{j(DXS_M2E)T_jM?y62*eIKCwgjTDU-m> z9^@z2sL#;VJSki`4@^k+cp!G603kp@1ipa z3nYVo$WKY^gk;GmnPH3|q%+M5--4bU-%oN{7Yizm7CH`7$cjSQs|=ChF_{(8h;%B^ z@ZzCFgve>7=Vm-*HcEj&oLZA(bZxSx3ms1p;bsuDS0GTDkP5x+3je<-1iH zHgvi;yih1*@0vR)pJriMoG8de22tT^*TRP{d>uc15ckXbmmXiYTFNv{lqRPQkyQ86 zZ5C%tOdF?XyYjk(9~-?Tfo*S=gR;{{&S`&FOMS55~EWK>d>-N*5GFQd_-rnVqo zCUl?a2xJ-LSLf1}xV9jsN1gNX;26JdG-|OUAG1uT*goon`f}D-=6M-iFqb)XoM-jN zlU9j3ryLeN%{`(IztgtKvT|F3#hutmO|!?a8@nx{Yb{*V={or}fxK19mE-l_bvG>TK1W8x~4t`xC}jns&~6fJ8Cv|BCTua~0@ZG#GS0AVQbxJly6} zBEXhJ!Of*iiGjYp|Cx}rt%Z2T8I`Ck9P3IG#-1u|Gs-@8W5>ppKfj~P=PNnK{ zVQ?oAZLg%yptk^7AVf&SY(^g?5svf~Q6j^mCyVG+^?9w5wx7p)L|Vw4q_vb<dF4iyM3!|R#ZHk2?DBaRdsJ8{% z88Ls#`S}ufuBV^(-yknJ{~ZXrEN7(~H!HsoKC>;N3(pY!If~ci&|0J()xX8p+*)Km=uh_mXfx>FW} z<0LH!AUk~cb?&No{*FjN(xe5N>i?6!Y-@_ zM~}&4Jn3ATO^U~iNtl&43dwNb2jrUq)seg)F=EWq)i2L<-A)_1erWY`%sg&i;)o@m zTTxxlcUM`FJW1hjNU;Em>|rMAtSQRcgd3v5+mlVp=L0n`g|bB9AVGc$b~LS9<{a~_ zYHqc$qv59|QQVOF7-F)y!-kFJT`C!9V0C^)E;J_3!2r#fHZpqT3?H7uFi;B>pa?IE zw&xkGpE_p){bmXjPM+?!lo^Yjr4;KFE);MBL8Q7Ttwb{2!zYQM#8er= zImB1-&DdtSSv??@a!`K<9fGNIa-Tw)+NRbr&MJiFPKPHOAtN(A(jzH=l9`D7w~+K0i=UlyD8|xkStumTM>x_|l9Urj z4xgY!{vX z?7%>{xeVF3)g<9!zJoi|ho47JXh^M)tIQKK*qo7OK^79y1h;v-US1+%oHIm2d}NfT zOCKvUA34T6nnqifr2AtUOJ!!lOb%#FKim%yDy5`Q+H2A$sC)g3#}VgNTN*MDtX!Cg zC_n~Q&8hd~nN+m!DkFmvI`oS3-F>iIn3-{&TzYM8`k@S!)2UA0>heR|ZnLRWWGaw} z2q4h3-23lTF6(-kS;;LLJ&~2KB z6i=bixnYs~4Xhysr($Uyk))?)_OVn-$KIBzm`RYlVxPexmnH)Mb& zm*iTKXiV7je>cXrBcEg+i$s|T^62+(i%>Tm-zLpRkB@|h%@HS-$b`X3bJ?i9A(Cf+r|A)NAFi%z*-d1@o zM92Pn=D%$2Q@>rd4T$dVvTSXs<&4*|skf+oJ9|6d&UxBdilr_x8&4bjxcm1sexdEc zi%@OTSs>v#<_ybflBXT_{rdMVuia(ZJ_L*<<^5mc#e8daKK!-)kv3s~H;g z)kj1<_T_$~RyJ&TE%Evi4t(wL7&|=9?~UIVWQ=auArFdCrONupuznsH&3HH~0b)); zC%AK&Ty#PPO_GE45&!kSv`>Gk>t@rA=vI_;P2#`*hVRRh|MB%JJCFAw$2`-QYujEf z;g5E8+S~nMgmaT8E4u%|^;(3VDNKI0U;eI~Z_7X5RhRogWj@;aFM0H|O7Y8y{`EPx zS=4&OKF)0Gq5s&TRG{fiX-WGQj$m%T{kP)}f7dUcKD2iE{;;>*p6RyqUb{RJ zkHfoR6T0SH`f=Wt^7ls$bxjMV#n;a<`2YZb07*naROr(8;&=V{`k`3P^M*JpSxq3D z`13cMPCThtVZ|Dey_aFNzNk2AJgspZ$D{9mBe`ws!3`ntOM>)^&O=?$p z=DIZ6BF#7v9&`>LDy1yfD_`Hp?Yz^7_Ihb5_T5LU-m=fLHOhr1dAg7kv$CMM=gbfW zG2CbLJwq%n%r$@+yYX32Ji$DdI;Pg8A{%^^`g;(abtg^f<@#WqXqKX@58`E2tpA7R<(x z9*SK2x4AuWUAA0ihds21Y81b&pSyoe>kz`cjH67?WyM3zT7-ew2U%IMNEf^9>pwg{ z{+KtV_OBBojv()h-(|i&#ihM--mI?jvEd_auht$<|Lwoz@;^o`)BR>|uJ4C{Gj8hp(1miE5O>qT7I-Tb6h>@V7@{brQY}MyOh-aX z5irAa znnWx74-*?noL1&ynk)$(@?t}c~nhu^*MpotLOw9Afb1p@V9ORQDFiRCFVwRas zs!n9g7HLx>>r$@sa;NwM;osZX!T(2Hj%YcI{L5X$DH!A`m6@42LDv5)yyi5~P3*MC zTU%P*?|j(;YCsSNGZQz)g8bh9Rm(4Zu7OaEu*nZ@aiw24Y1-Wp85K+_S@MB};2ub( zQh8aKbBuljq%ToqicScXMzux2$6UE4-^0z*l$3=NJe}6e^njCS0cjB-E8*JKpJIH? zyiNCrnZgieq9eZRqNS|iJv=qFWgzg^y@$$15S}1Qg84L)z8$Tum9KeU=P@$x%%ci! z=0s9Sz?7m~BoOZIc2-#nS4d3?qOkPgr-M6O<9S3mBMj`@|$>@Dl&mMFpnJ1hnI3V z4jYq7DeOj(KMZ%)kdwYkegqiu?%FM%9Ul3%g;FS^FeqUJ?>t?iYE@_i#+V~LTa&V+ z%4IJuLQRWO@qiCh2Lm5?MPdtiyd3^|EAc6BiDINsP&Y7_}%5y1{@_T{ytQ+d^->JO+SX<6LPWLAO{QLifn? z97sPb7DzU21uHq2n5aaQADb>S;wfa#)^Q1}&NI0W8YhLsAODycWzMa8>$A8qfr}ta z=dr+GhFY_&!@26E3|}o4uPmRY{$h4r4*PVTBl%A9H@r`PWOmY@VMZ z>*FTH-?#DhAy@wHc`rO<)DkbuTgRQRZ(c5To|ROW>&fdbPo^I`p8Chd6ES^2&{fo+A8G;fRZT{eGxlXf9*X+cSUo?Q!yUte;Su+#lC{ zF8cDIm&Z2GPvyKk@c2vn{-tJQ$&(m9_2zP` zEpz$!_`5wHC-$Z5lH)j5Cr$3y;c>n$BHr9ELe40-fYgEa~G{5)#+tlsDr|FquGulxF&*}r>RX)M36J&)i1*8Js+KgH|k$@$Np zI9@-ZKHslT65PI@^GUY#7Eh1(RP)21=H>6bs?cw+Uvuw7l=ZE9N&mlX+odeO_WSpb z>wCT}m*sP|@vujgPg`91_Pctoxun*kzW4f#B$`8yGxL#;_ZRc#nU+L|I8=_;bHCZp zN`FefzJGNiZvQ~}ANl2y-~RX4`?&fx{MPS<#!{bu-#1*SzuHaZ-9GC3%la-?UjA5} zgsLs=@$&Nh`Qzlz&-?XH-z%@d?|+s3UlZTX#U71^)LLGZ+T?1rE=$AlzLny#?q!Sk z*EY|k8=CsZ=cx@HPi?Wd#HderUF|9dF~lfOvQx78^K!Ih|F(?(%Huz)f3FmZU$H?K zYW?>o`?cg-wu1T;{5P_((bFb>V7!{PzQn!0hi8LWUv^rlscbJ;E|R|nKW)h$^4j`S zu}_qr53jM5uUnnn%2^isDMJqWGU;2y`0eTMhjQ@rxwj&`=#Kj=_kMo7)8EK{V}E(u z{@45U?@Rpk<@|q-m-XJ?o)FhZ*SE1PKaK0({i;8w&an(H-vZxTOuqa0deV_QT@UQz zOS$y2ZhzSdF8OzF=Xj27dg;q@yW~-M;SV)GK{tPzAO2a>%I_a{UFbu8^0&jj{a?SA zr}pyvw7pb)@%B80)Nb4Oy`RUa`7Xtmk4zVyd8w#!j(^1m{y=-&&M)nrd-Ho8yR|o%e5_&F%7!d<@yYT-S&ucff=! z`rrPjS3K1(ZeRbxc)UDcBj4Zr|NE?ao^hquGM6%!D?e-WD&M;Pzh3)`O5O7L<8S{Y z`(OI{@A~3hQ%%9hV`J!x#h((Q{F4@I)(jWw45>b%HzCf z(Dikvi$44(b0q(t^tKcmmo&bg^pVCrD8tbHL!3h-`vh>&rkc- zz8+QnvOSeduY*D5c-rXW%i-1@{8ZW^{+Pd?+*4{bs>gTLFI$+-B%f4n)E<-*GryLf z>dRAGEymmIW2WxJcj4Bs)~n5&5oMFfxf`Qg>zF#H9bdG5e|jB;_w%@c#8o!@spQMS zU+(K;dHrSO5BT=Bw2yRh^f}p&g^rq?5Qc(HNLr!Vrt%akxnF2+>tidqtQVbp+vi(H z9+LSfXTJ0Cavh&)T^>chMBRhe!Xs;bpX)xK!`U8PkK-lYt{HwqTY{dcw`Fi0OkP+w z*MM8vLH-c(Qkg{@RQ~2=UWq@ZO7c;oFIIW19VaNK-!pk#pLi|rYUirIyf<579rsH3 z^3zl2@^s%f?Kk=OUi!$lWu8l_7d71J`0ZTC)&GO1ld zcF%X7%Uk`~p4NDcL;g1DH}Ny?qVrj{2jKvm>($HCbgeUAowE|`i^iWD{m%Zq#N3j$ z5qj6J80SlsmTiBu_rvzlN&oczKb+^+QBRSre531mZmZ4B#_qDmHMh5Kof=KHu^%7n z(_F9A(ph?3T-fR{#0;;I@4{B{0PR^_*w_8IeEqI*-Wy1XfCwau26K1<&Lu@S-C=_W zGzJnT<1}+KmNHd?bC@IMCO2>eQ(#hh=D&G01yi?gB=JiTp*xI5axgofg{9by62CfGZv$C z7lXirlK_B%jFl_WvztfytPH^v8#AO9O2@nr&xQyp7+i{hsc;pn$`F#IbRt+Mc1j?E zm{deL6fXLS@i`JU9!!ITsflvx4o5n5WC|px5(m+vlp?9*pb#Ph2r=NN)wR@;JR{77 zh@jjStm)~_GuVs~g|s9l%$wr+`fQKWVcMFE9Q&h{3sVw#!p$dnL=wE)0Kp>!MobH_ zTd-3?sL0)h=R7WGl)=uh4YQ`XWrmN)5=bDBlOtD%fHPzGOpoLllmR=8TmdLUIEBH2 z5clYVghiQ!AVkD8ks~ZfC`Wjv2UB|FaVjmId%_IoObfYEG0X9GzqRc%s)SckYFj0j z0M$x!1|!)+2;R?;&P*)YZ#_pOj?OgGtPvWe!aX@5Neip5Ed`A7%oW`{Cs;rsjH*o$ zMUT^5L6sLUCy^0{B!nzwwvFnBr%QC3r;Q?c;Y)-^)<~WsJ1BWg6c#6V+T(nr4e|(q zDrU}gZdukx(T4~viweo;yc_Xk4luL?MObD;P^i{4(J_+GTd_wk2uh;K650LJ!#@nDp5p|go+25(}bV1w&zJtJ{NYb598T+xJoKot(%pP zwjKh`;WDXVyZ!XsQCuRBU_J_@WRG}y8_SSd7xUu0b&w4jlgd@&haK8%?2mklrIkzI z7^ekNgb~3%iX0PpP^(Ik!{85zya?;k)>0lm!e+qupz5UzUA4Vb0$m=XyWfe3+CtkC z=*4LJm+NaR+8$4-zt8y)U#l<6})i7zP zISAg$@(8IswGIe}UutThSyW0Z;p7STsiN2A+GIw_Ou9r?RV#xQxwMP7k2{w4`ITs! ztnWEG4Qr>xSDRnt^7;EQOivKJz&2t*>VZ;M2oTiIl_5pz6Aqp}Lzua4DGaKuaAUs| zyvZMH+}n67czRqvqpf-W*7m>hTGA%m#Y~$Q(G)$?)^#Or+LqgHckhJ@EgY;mhsR&s z{>6rclhM^=3V(gUajC{S_I)4csf$!vGTX?DiZrkx|4-5!doSoWQKQCzNv~|IwHeA`LJP&Y4p1m5RmFYKP8U%0Khd zhe!M1_W$_9`4}EEpE|M8kaR&l!TZ}iS4>SOqDcuh3CFnJz8jx){mD^WKUiXn?=rr> zB}=_%6P9}=wDN&m@9~u>+;*xy-?rok|oTi2T5nAwN|IZgXJsGamms;Aox~D~cBU_%dlkNx ztlEzui{+&Br-%!%Bna%ryWW?6KY92QxFy+b=ZK#_{KWmeh_IFb&w*m)TJ8CYzxZXp z{F5(VR{l@r`X9kYxRCt(pnpal%RIR6QN?QYjGnZR6`?4Y$<$V;jIoc$ewQ4{h!o6B z7p_#wwmgpvi!)eDDV2n6Y-qKWx95g~%Q?n0JZ;B@Fpn?$M@CA9`{?4l4Qgi;D!`}h~(*Puuur`+d} zE=e%t+nj?_)rC1DGAF0o%{|5E9Akjmk2?me(yB}^$&vs7&se z=e}E~q(U4@s#PjiiK1cB($gbualCU87rOINtHMhHktf)Q?o6HVdr~+Cagbyr@yt|e zE*9S$wN(^WC%B7wVaPdmNk&p+M+QPY%Z%mkm!FH>bM%Z2g;N$2GNEfNaLUZgBr2sy zP0E18#$b?Z3fvh(6tyOoCOwfPbrr_w54RIIzfY~1nur-eA<89Ksi9ON0g3ZH5BhgJSGw9%IHRWp(pnVYTUL=Bk3iBkxUO@9a+FawUP&C z^&y%W5Ejl!0xFBXDLpvZym($6BgzQ+%|()hs=COe91$o2mPesm*lDR5Ba$gk z3Y%Rj2{W?*0g6mVBphvBl1m1`0{{Rb5(e%C^Do?m{j=a*a^>@5$?u-dV@O6Er+6+d zq__~Bt=OEIo<5RSA|j%QP#VdW=@y>E3{_M?sjG>&d3dBItFlR!n#a7&tjSwo%jFBn z38{ol_#{CJ%gVH^62u3EQHFVra1jC#IsJ$b^Xw&{U;z-`BOS3Tor?WUYbzYikxZmD zMfyz8v6KR~v?(5pEYortUDeZiB+DtKGDSL$=_T(Wl2XVFfgceQBIjfxKsX4QPMj$m z$TsH4k?4SXhK)$mLW?g=%Vm&YriUem6ha#HMj&#@APOa-i~@iH$}pX9XUQspAcXY1 zscR5LfJK<4)>>qq|qgZY6f&p(NWWC zPD*D0$P7zN7w*C&1kZ>dCQ>-XJjZj^7cPSA5f;o~8vsW@xW75BbTwkb9S}|tu1VAJ z+YC3DfQXev3kefA&YhM*>~#vgjYKmQGYxrphb!RZT2DaASsYAIB{8&y>dZL z9|Q;7a}Xs-NePcG)-5@O8Ee94L`aZCmHWKkFgkc8pNK4Rjjj!zOvW_Qe`M235F=`k z5LpD=onSFZIRv*ey$Dl@{1M@#|0WUZsJlusMoE~Qb9n@1Z z#3wMQOKFL;nTZEwoRK`G)mF32^pa&@a0D>7rXF!jueBZfaHs>|>G_`GQA@0ah~`NV zxeTl($J)ANGud3a>kJbh!X)FOjYbGvO$!1{$}EoPX~wRV`B=4VXxmm+_A@J31MKn` zWX_pLrIC_ZrWcORKEth#0!ogAm0IuTA>L-_gq%#Jma0mgad^=q0?Yu1r8|&WSeJX= zgnsd~>2HDw`b=nnn+*<`yEmsTxS321%9x0QatAwaBFYtPmN{6-HDIJfML>d#e!AJa z*U9MS_3hqnrv8>bTy?YpWyL z8}qI!sFIo2=|&<+O>_|Yu|~W?cQQ^eK?=vZWM&X&4QUs`VA*3I>0mh}Dd;3R(>ftn ztSU@1^KxC3mLD2abSqAoIo`1@%pB*bS(mciXP$dhzC?bcdy^w_E_p3@ z(o(jCo@)CZ>%Vb9t(oVcI;KtRPv|@Czw3Q3>vJm~jXz-fly6<~sSbj_TlpS^d7d#q zRWdzcS|?&SdzLKEmu?qX2MKs=i~)a($hCaf>T9X9mhVC=`B96p-vf^oIaTMf1)5GR z+K|OD;%d(W0G%Yl&+Db{tQS@5smFY4QlA=V5dgVc}E==3#w~`hZ~~;2V9aOoBj!gXV}7{3C5Ff#Zh=}8Ze!#~pGb;9 z*+*^Kmg_1%)y#7HroaD}X}=un&qn|0kH`N6FLpwx1o_=hCjW=jfz(-If*O zYlMwCaA?#kB{)f(_hDR{K#H-X`IzT9j6$xjy?^yJ!^SXK+pAVS`ggmm!bM#$m?DX0 z$2t80dwt@qmI8L#bY9i2<@W9CQs$_Xwgz5+O?g7z!jDVOm|fggRmnJQ3Sn*Qu)lf` zO>8Q(WrdO-@px1Ghlg$yk4yGg3k@pg_i=qcbEiB<^c?4W=;#hu__FB8kWTJIjit)Q zb*<}jk&=85K8IOpEt5hBwaT^n$qA@5a_{FOFt(-i=jRq^!yY{G+Oh%n*$!0djp#9R z2GM%$T8>Ez{j{uqQ@GmPGFqZ{O20~doj9@xgO7wKl7xS>Jmh`GmxxKT_k)qZA&TPb`I(; z2Z^%~?yqqhfN-YUglB6)82N~CLalIk%*j>hFXbfuD3#}V zPoYgjfwa-mrWTRC&~#fp8)Os$;(BZnIXoi68Ih9Egc!a=brfdd95H&DfVAe73wk;- zhKFTg(X!6In+1_d5`vSInUc7N(|rlP&MMKh4qecu@}Z8>Ei62OrwEEXiURfb&M%QY zc?v^$W|DH1V#wl`A4FC%bDVSZAf%$D_qm^8Ue$xf{p5YX!PBc$qRDg2iNX}A3Svif%RaRj+a*l$hRbCW# zKDxh!lZyzdN`&(8Kp(k~$|6cO+@q6F)xyb^kvRjw_%VgWL7;u6xy-^Tph8(?T$EDt zF5Qcn9L9-49%Lz)RY3v^N4k3wI}-e3vj>yl0+E7LLJ?ZH-8sMs28)PL76}v|ZI982 zKLi%{cL0=OqZIDUJSnY~)IuS|iJ@pSV<3b%m^j0UQbhK;MzAthMPlYSa&{r8jt9sf z42~!aQJ0cTv)`La6Cnr4h>%0`p-N6}RA!&xNCH@apb$1vCOf7F;zu`^ zk^vD;v3c%>`D3@rBaA^RE+vFK6i^KiEW|?c2Z0bIoQNc%LPQx%L^)?FGA(Ebr^v!d z?r@4s3nye@U6`4Oh#fXPIv6O(LIjBp0eCWm7*s_A4jaVG$U#}z#ZLBK$e4?xBpUkP zrx%X5$OCMklTszN)>4F^JkJ0?!W53A5ynJPHsqFb4P@q=hV+(Xi4!P9%2_N=_eZ2y zI)j~|I%^j9PnSad26)f|g(v;mpaihxokbp^LKUdERTeZreKd z0UJy|EOjumGNXvipqS*%4J-|0(;qG=92GD(nhm7sZ$%?Z%QOTfr!!nKGsPVg6fk%& z1*z#W6V8i>1|#VWa%F6Z8PtP~aY|;RRYahC&NBu#l7h^@1QF{%ObRG4ERVe~KbkmG zQijZtMN(SbHf0-wO=O7AtWa^#6iuzmh%vqQbzQ)$o=I}=-JhSM24^QfT1-+;c=a$A zPx8~~bgbN~(uj4R5*Igc5l`a?CT54^QnrGLFmcw*82K=tBkZM%vY@Am^GtVAc-d_n z7H*`C$Uu>fVLkPSki&tHQYkZH2(ia;)F*1BVoRpRA*ilyi?721bA$zjB`mAxs=7Vw z>ys8$)H17Z$kT*o+(;gVYmaBQKR~PJ?}V?CUynnwOqA56WLgT;G7JywojIs7v6jY? zX5Mqowt0DiEqq!Xz1r{+zS28fgm|QMTiO}*@Q^8G-lN=(W>&6cO6>$brXJyIGo$Dk z%wC_eJ!@XJ8JGHYn|I{o!g47&BF#G}1QDhgLhw?5s86WF=_z2s2Y!TCC;}AYyfkNy zq^!)&^(Z(jCeb=>3%k~Zn~v1`>;n%HF|9l=JYtIV1zxX=HMeuU70V^y?1Qr~$Bg}a z93SkadR9r05Vz3kte!F1nNvK{oP#Exsm!ZNi{9UEb8rsvMsuNd@#RS`UsISD9i#ua zZbzbCT1b+J10eQ{NdyN#$rD790pIg{q(2yj=LK*~{B` zun2fIk$Oeiq3f;trmajclVgvbsfTiuyaNVEsKbltQbbX}eo9`*8baR^SyWnJ9%8+~GcAOP>)WzQ83tj3|j!j+pm3&zJ`h zdq74M)(^JVB}_1F;LAgLrH@;&c=PYGT*4NfO!G13K1!dtKR+6&64gl@5d~zDJ$IWu zbJ6nPco6n%@yJfP9_-UY=Ja`J5yl+s_uN-mMLN~N6lZ_Tfy$LgDT=54n?So{E)~Av zyyoL%ajAveB0UJMLd%jhmi74<=i_lyy~@L`q+Ry$fUKUu z(voy0#df6x?vvD`TDGB7nwv4D6OEza>Eq}RARK9)-_P-MUENyoSen;*gXK8y`{TE# z>;D+be=Pm$mN#GSrR#bW+kW5T;#_HIQ_EZcAFa<1IHL+l$)(Dwki}C=!L?mIw*%$9 z|J8F=tpJ@qtw$M!j5(7W)538Y4UJO1-q&1SE*E=$%UWlKO4bc2bL_p5 zIIjvT>2*5Be%@s`%CNU2szD<8K$9bL{Dfxd$w0Ad-`et#EZ>0~s+@6(K>yzOpeHsBkMm z5SXWTr!X6tr?O7bq-WAkR6oY!o^{M|o~G%9&_E>3(J8c1bxJEmb&eQ^B4+OrYvm;% zjFtIP;2C#S25X}J0PCc8A{TLK7p7F9A&3AI zARg!*xxdbKi2}y91+TWvWY%?-FX1hxAWTUV$$5zMj<6iW&O&aSr?W*h)0dZcoa5{+ zf+EBSngdSESttd)2V$5Hk0C-de{_hCeS%Y2g;M7^rHE7}Nw!&-!`*Dm zX>%e;Jg*zY6iY6Ur4(nssm@j?w5`E{N#S4;5rUh=2rrz0dJu)r0rQ2V zNtqGH?e;uBOBnk}VFDIN5*r22H*mV>sAlY$DG}PE&@fdLO$t}yVeF<3nHxot#E<)4 zxH>LLmr-6A5Aqx5!TAwUMHK=XG(1ugKw8p_62fQLRwXW3nK`dn7)GLz_2?(pDy6YT zjKe*O)AFdHXC1(UYRJ{U!4V{jZp*X*F+Fo`GE`Ig4^J>Zi}1 z!4aBDC>fmYZia-Y6DZTc$(p>WdX_{Ad8Ql4xk9xf;e7@Z6Nroh!nIZ-q4Fb#hfHup zA$FvW6so4k%p4DLh@!AMXJEBto1rrywXg&n{QyZYQAQyMCkv9$dAJxV#ln_6g~>~> zj2JjhkQAxP;lphb6B8x>c$zX>BSs{xLbCoGdruPBL{?#WwkO zVm814PG({zRc2ZH)FYv0k*AB+w$)l=9v;Xf27dhQ$up**RtXOWoQkJ}r_7z=c)9$- zm^Oj6V$*oqLh2ai(n%{Zvl_GqIbdNaArKZ3M^uXfBOR8LW>ColLQ+5=%Jhg700>WG z=Ez8&94YP=t$-EJVRgn^T~il5;xW$VoLTbU$ZYw;p~`bjt?Vd9)w70PoSOx;vi$#P z`m-g=ku^&b`$ts;_TFaZ?hzhwhRo`!?4}ec!WZE4Q~H(^Qd&r9sqW0KJSR>J?rvs# z0HCV>zza{l0Inba6l<;TV_gt1=;1sD8Z)2+48TYP$Bgg}QkW=Fgq4|RLS!;xM1Td6 zOS^>G2r_Pti{nC&h2#PbL6GY)rwVWwCaGhWmL3lMm=+OV zOk*|#uLuB`jtQn5DrSK!KmkkuFvB@agzlf7Y1joVzEwr_Bfh3W!K> zk6PeyxJl5rt_el2f+xOJMy3cEG0)$oSryTefT}{4$(QHPn=1SfErAZ2lx^Dp>iN~t(8%wBm$awWu?N? z`ff+B&CW`|SlWkg|1MmV)(pj&$9OpH4By7bm-}1A{R=EZh1?lp@!Spa~ic@VFq@L%oEA23Vgvo*&gpE! z^r-70W0p2hOA*0r81o>$<@{0~Kjib&$^*_jpUTYE-+mZ0;u-x!)QE=S0RiNQh8sJv za8j5vnkplDfCB)4QSO*URT9<^)AdrzX*Zkm9$g4`(4cgolgK0pB3 zA|a_@$*hWbC3R*_45`3au$FVrMOT! zH3hW9;vg9&5G-urkD!-*@-k{u6j7-G9))pHx@{zke1c@(At|L&^7p3#Fy=|>%B}9R z-1~XXgdcnWW+@6<5+wm3rkgwkXpq#pH1FAWe|(E$SVdB8=LB z=8;}V^;uK>vF-dNMFS#jilfdb*}*29W+Y`iF@6A>eg5jwsW9W6XlL4!2O=Y2A_V$; z`#*Rcx0k+ETKQtA8DHf3-`-ANkviUY+DRWHCE+aAs(%`MwA9L&HpV?0| z1|44u8&s!XGh=%XHS9I9~IB0&~3t0r!q_`RF>(4;)|uyF>;m z>yw9V=CkMbUDaA$)rw|pRep|KjQ?0pdnpkI75O}CAorLzk8hMgal!Zj{Q0!}Jsl3D zCMPp_TwR|_U4Nk47ZQi{;F@T=CkLe?C88F^h}nmkCyNnodoTH8X-}vK<$XeT@T{4n z9RK}{{{yGueoJ^&JC^>Rw%dn`eBF7)#f+EHP_}tKI`!?L9~}vbNUIXCzu)@Sxzv&9 zG<;4NJ*fgr%VFsDItm0cx#h&jrl364PQU$~*JrOa{H@#_@4c))Le(iTB!)-Eq4X}0 zOOA6cT0h62$K$cj12T70To+mEccB3ZNmmfjI4fiiNsn;#ugl-;~1U=o_maU6Z1o-Qfc(|YbB8FCo95-Jc9GBfmd zhKk@Y9~Jv~!7&EU?do59O=Z-v@o_Za5YcTPl*49vFa#6{5(lFQ=PjepPTky4RL%?r zMt=m(Tb6HjiuLy6SV|;v?dD)xatO;ra^`Q_eXG}r^00d(&4@5knp0HeO|98L+s9}Nt@*PNqwONQcnF#{a3X0y-EECKD zI5Pkf2oZsSC`-5^L?i_>po~m&eC%R-L^y_&Oc>pdL2gy+@fJj>d@vzmQ>gAac0b-x zg0%%hkVQ-s6!Dy^hnr2{Bq_jW%GL99w0{EomGFyzm3XCm7Au_3kb%<(3j=Ck1X0g) zfB2m}krdPQ+8L)IRBMhLK;Z<*%*f&h79FDlK!N}YQ5NzH_rT5oq3Gf)1N`QBcX<0yuWJE{@n+U{8ESwV$vpm+qoXn^$1;D0{J~2EL5;d72BOTEbkWc`P z6Bt!;)Ow2?C%ESop2n+~<;3FX+i9$Fjvr(Q1s|a(X zI~WoraY7&(0++h5${d{-AZcb&qGzTXXi1i^4s%Nb3`wr6Pl?4n<{U5*3kxz3Q_NHi zV)S5-l8_XJi4vk@8p#pCsNyK*ghDwDVKhk+j{pUQWTXKU0r`Dd>j;s~M3g<9fq{q< zDI&sy(gu4ZB}iaRECiOBk)Bb|K)x%#7)T;=A~Aqj3?v2>FoXaKrilU)7U3C%fhoa> zhH%VdL$wU|1SE(AgkXdSO9F!$Tu4eHlcbVlxm&ykGSZBQn4T^qGV*S)2G$Hj@Pu&C z0Jbp53Bf5PK{0``D;mMX6OpKWrNDXCyIhIx}CX8{C7DYU@`$S zA*NMAkp#^o2qmtb;szv7jO;m3&`}O=ie*Men=ukuDk(w;Br{sFQXxkOAV|Oj03b+C z<%`do`wXhoF2TCne)RDa;VznGM)>TJqcF~ld*?={<)knVwHrJ&GIp%cn;_p7&@gKrC<#_dRk%-%EE*kMrpq7UJpzISus@7 z!VkBZSvbwnG6qY8LS!h-!tvdT72%w4qO9zJkDuPJdPh!=T1zta!(bc>w_Si=xDoiA zvx;C{0_dmK-aIlXL6l21kTj2o`}8^u3=|=WVJ7WaD){|R^x5W*B{n}EH@W{h^xKsC z?t?-KVPO%ZJxm%WTh73lY=B6EsYkj^Gmm*uxnI)+OD1);{A2Oc&bJg)gvNC;=u zSt~S7i8vD7_{Pu)c7QFT0-XlrJv_#k;1jR|4!iZdUZ^(u%W@hwKgMxGOmQiyxfVy_ zd(CVKr~wO2kUg=S=;K*`vrmvFYJ!oEQwtnBhe8hWq8}q<46fA;|PnS6MdK~A0 zYiC64EVmVD|AU<@(~l_kM5#X`uZ80?)fp-=!B z8gLK+vuAAE*f)5*pM>sD{|x*K)YmLE{iEP%r5m?Dls?RM&h=8b;N#x6Ev9Sb!`>Jx z8H!ZRIdK}ynSG_kNQ{nl1c0n3(4`aV@+q7d&psG}kO7S-xDX!1P7Uap(jXoQ9J)rl zF($J}KtW|G1H5awp6`bKE^Ytt%+SWA9Q6D8%fHU2MF@Eu?4aNS@j%`aFRg}(OPd$yubD|%0T?S~oImi)zJU|t6XCMwF*&sT^mx0GcityF+C}-pk`F(w z7EyizaRFyCOY9K_QCWWw{rb2X&m?44U7rrt2Z!!=5BqTX`B|U3{VT;rTzybmRdU)) zZ7R&k%K)__&gbxSIxV;?1V#28-kmE-GO9WfvuB@V-~Viq6c&oA6&5^>V;a{|miFYX zLYIPBc(9^nnW4Q)e@BKR!j7>Zc-FuB`7`-nY5W4(E%pxc2vVEg2YTld^fCMFb<7r- z@3*-fdnvG>ws|h>Q*dVbV7BzI7*%Qknu&u2wP2wL`;@WAu}38AY#Dt}p&c9u3=)~l zk7IWzbf$Km!gM<5aZrUOOr=Pvs{&ph*C?mOY9@jR5hS`(cmNapsC*`vBaieR{1lx6 zhaZM4QnjkGC}yqN8s7fHcg&hn!N3uYoQ@(ei4(~HClI8n$1H4+iHM?AkisDnlZ8BG z06L^WX;L_BY!R>9=jN*l3VrSV_JDzxrGA|B>q!S8ViL6=jy$JLr+xYZh8&YR2((JX zHaqPWv4%0%`+>vOA)iOQ+U*#OkDZ}GUC23KC_xj08q^l65Pl++;&Gt=fi z=Nuy`L8t~noE#wF8X|%xK|#SjBKm~v3@T6=IOg>1*R^-DP*6b^%AMx-6G5B9vq%`t zR$7eVqXR@KO+pYba&qzrm>v$eo*tPy(U$Z+St2DR5O47KKoi;MyH_?*fLCoFvMcxm zNhb(G6ash5KJJG)mUB$9)vJcxIR{6;|T)wA@3?AtdVB}=4e*-Lt zE9_!;7X z1`yM|19PGhwi7|5yIn2Lh82OQLE1gCn>Hc_4a%xq1meB!u+g1gcaSbvVc(2qr!xOc7F*xWy5Mcc!p}03qT4 znE-*l&;*1;0a0SfIS5P`9^MfoiO@Ae4TFe;aK;nors3g7ra?7#AjYA?*hA3SEfJ|E z5qQ)g=Hv(+JCY$8(?Hrf{y&9wPmjFhd`h^&48=VuJt0w`2uOhdgIS0py3af5Wi2ub z(VSssa0T{c4tn;SnXiGCv>-lt{`+_RH6|i45^DBF<2QO;Q3pg#cFWv{qAib`^O-Vp z1}A<82ykscml?m2V>pUY4Kzd)%35SI49no;%t&)krn5ZR#5oPu|X$$`+b%h9kP zHBp-EBM-ARRY(-jN@RlP_b^n2fj#W|>|4DT3;{^M5th0Hdc+2j$?fQnc(Q~l|J}jF zK@!r5NKzn)1j#J%d$XDX5ujiYB2AQxjEOzisnzT`kA6&d6I{IKg@xI$uv6jYe6N<#3iKGpbsomrES%FMEza`alvE_IX_ zqgsM-M=uPmKvS|=!y$bL^x~hktvja>0demcyXz6_{9Uuf^Dvs>w* zzzjzoNMa#J$_p7muulb8&P!=!?;}MJm$bnor*#P?oLtL^==2lkThUn&M9~bk2M`4M z5_sl|7&t%?M7+cPwa!;qKUn5YnTe$n1CggwMC`Ebj8A5B5lkf*lPmFVlW|C&%83$ z7I=pKusk9P$zNRdBi#ty8oo&am!gRR4u)34cAX2yi!0qKB_grtPEV|JDYNu&>&ix6^h zWg3W{$yox|u7bdv6f%Tq;yBjj;qKLHRfs_rVz$4u(KcGB$#fnd$Lc9c}MF6wY z0%$oo0Gy9~zKKtVnY0+4{n*ik%wnIe3gv7CLYCuC-!5;b0?&iU<$bT$39-fr$DgQj zk9)`=H7&vqo4fV)lnflBn!)iP*h`%y@?9pBj}hSO6l{c##vA$kP|g!?hewPbIxQXF zO`zbP`ON3bg~;YWoN(}dO+VskBKa6~dn~)9CJ74)NgHrH`oPKr;4`%bD}f`JZO89x ztQu^4utLB#`@>EIkN`~Wvz7)_B7wW_CM6IA49noI17!}Od> z>oh#mFq30w9~25$)v)7rkp)KzZ$e2}-Ou|C3jW0VI@Wi(;4@S_wPQ&-Zu|S!8BcuN zXuq+o&}sJuc;>hR#vIe$0w+sHh9X>9HsDa82_+|>MQ}bKyWFbCHO6K%Q-EV1V&^)qJ#t{ zVa&46xzxhvr^=1ud|1qhMJXEv9L8$~Ml{>a9@JsG2!kLti5}52I6wl4 z93g`AKz+1R;gYOLDmY{uU=|Vri?FcU1P_vmi7_L61ixe$`wYmy428*&IG5#w+?x@B zD&UShxn%p(h_{@bF%T)kVosdB0uT>Oq?7~%pa`^?IekD71_H2_;2hy~sSZhfQ~eC( zg!p^fA61gL5q>D`VIY7Dpt>C+dd?%~NB~bsC(LAGNHPG=oXfxjbfr{Jais6GD)xkU zPU7JAtXCf+x>2^|fr=QMaUd51>e!hVeZT0A*?gaK{Fi zk(M#oqs%Oct;k2{0rMc5MF^w>6z}E4-A%?I&k6c1dE_2GC9(=Cdsj)bj*^I;LJkVt zASI$CBydTBKq-D)y8>F|)q@AKF+GYqd35Ha_``ZB}jOkpBXkIaN1-885c ztVP6;6m3qx36j>4frYh66H~AmNB3U)nt(0|<~bcDlOsK31`B66M*@*liX`xi3;|~! z>1hCrKz_C(xg>%)pd&K4BU)f$2z#&qGe~7(g8}F)h>VPaQ6puV0~n$c0n$p4>>X$K zwB#9qDcVZ}pbLhFM^vfEGLNws5!HjhAp;H~APkEm>mONw>{I$jjF!O(?@1E~6DV1j z7h<(zx}#wz0YrcYO9VM)&kRTp0boL0A~VvFOn6E9!0;chdB%=b@4=u$TYw~1W1I+NrICw5@SeAp;2WJ#^7;-PXQ6I zqo`+{bHVr_yp;8ihz-)gASW6S2nHbrgc&#zV`cyV3Wp$2SBc=<$C$7!B9&2sY?>36 zwGrUpnFw&gd4S}Fxh7a2@x4J9eGh_X=ZE8%$VOPoz}U#n%Fq#)l3K^x1Mh<*6BI&c z-YL~$ax}2C(LuoDsN5H0oDjbCroprG7==to0jfd%n0Xl{ zx3R}D*i8VP>h$ycag0Mw7_!>>;(l2O7u&CI2mavPkOFi72R_nvv3lDa8`c1D+z-lk zsJlEF)jt>BB_^grfJEtDb`yeR4-0osa>|K5JYXn?c{oZ?iPVJJ#*$ zFH*zZ=2*@$+?OM8AJ8Gxsa6rK+!p3OPSAm7K%lB~t95xoSAY9=Meu&O*-~Uoxb?k0 zJ#lH{F)*A66o`>ms2BxrG=ldAmZ94&$30tm1AIS7430sv6gfd|JpQ=A?cJY@a7uM& zyG}8yqV3WEch3!S&TgTAsF5;lG5r_6|0})z>+*Ozm$Jy2^369dKYn`Ted0Z6PFf~- zk-aSMojE+gK(Ll*b6&xRK*91BmY4%^LtI&&2*l(|rW=q^>H!>k}c-zBA5f=Fwq#!%y6sU@?n@;%>2sOo zIsf>7(DOMiWh|(Zp0L&6GG}j1OJ!ppnMcRTK*-Bw?SH$e-kyG{7-job-`-?-wx|Dc z9RKg6lB_9>IM_1n9mmGLfD(`ZB)76^%MB2G=>O(Ei3U;yB;3ay@nZPJU2%xfqSNGi9 z?&3xqP9KJ~^o3@`aqRagD&?|Ft*C1+SDr7c|1|wQ-@gpGV|#kZf2RF&&v73|Ko(4f z;Gos`76xt&xg8Vl@0o{pH`;Ibs?Ruah5A`>t@yWvt|d0VD##n9SQLacB>*FA3AvYL z)tvWPZ6EjS{j|2rKXs9q;ro$~A(cy8Tt$-Jj$<=BoeM$sZP&evEDQ0{PTP1q?*A&b zFlwPT@=f_|ViKLPJmai0)x101SpmE{Rdd{Lw@Y3A{Crsk?#HpaCDrh!^p`k-<4``l zZgmQR%NWr&p0RTCfZO{+&wng+MF+cnd)&>5Q(t&K9qU)z__n_4Q$BCeM=ax6!`MkgqL4IzzS~&{TLUP7nC%> zrDlkzd8mhytLJ66V7OgVm-qHt)VWVkNXB zA!_nHS@ZrdKN!XQ*ga=5EK2u*mf+B2Whw!L;7Utp3cr{w+p&X8&`b@XlfJ@npM9kj zS9z|t#a*!sJNiIT5VomdGl&R;F%cLNl`85wl@U8Y5Qbxm03^w5#|;SSd3h3>r+FI% z!pXb){b+?%NwgpLZyucWloZBtX}bbt&}Ctm9d#h$cG3-`JoTOM?3tGUC7n4t)Q z#01I}>tb%Fpm2T|JeUigbcEl&{y-@d6X&3#1NfwvTuOqi859VK0E*lsoiLoqF){`O z78F%#j6xs??*IWw1W160E<9CDfMW~;Qe8n;?=!xC3VL#7;III*2+uKkif1kn9l|5Q zaE{oI&^i1AabhM|A+DJt5TT&H+>d`?j)qxS1v6qcZT9x5E_uue16x{WqgQK2oW`>X`c#P4(0|JC9WCc^AK*>ySk3lr+ z5CF|e4n8P60gZ6dd_**q&s3jWe@*^E0_i^b5EhOBK|#3XI52dnId=)%k_>0VgerMi zbFTY8{*k8(t8#E;x*KC%Tbl#iY+_F%n6N})0%2_V2K~kGu5g$BWB4}cp5sFkN9Ts$ zOTqq~W(*Ly4^0#)hta(cW8wz&v`%{Cf_|7A5~{~Coq?VpT82O%Gf?4_GIs6*rf)DQ zhF}3%Z`3w{%JYXK1k!V4f`=X1h!IICk%$CQ%qSd?3UNScp$~-y!9H^UU~*>qfWdX) zbS!vk_(WrcA(BO~mGRRFPfI4uEz>~Cz?OQ++$8)-xDk(@(Mdz!AG`;^<2$5>Ce zoWLG*{jJ(eF18CFOnSOLKfkV@-r>XP__wg2#1mo5>5(066c+33BkkdFCqFS1$#>kZ zEpe7|_+FwD_yNxlFLF!nW#!X;e-y%2c=lZYZA_(aitZG&^byx82>C~8|9uI;tT7kx zMe0dUEkq|u)NMAJr#hB3%85uT(u&b6968#FsqtfKpTsh20XLHjGF4uptb@zVPrFlT zb3g94!=iF3Pe13p*tVBbMXG55hv(!895tx54}aPo`|b8c$aIW)8z(Lu=fLxxb9h@_rOO)#YR{fr(o?X3qW%PsJ}f3-!s~E8=-#`w^~v{t&106+GxCJw={=e+PfW z-!krMP6pt0X`h$=v;D2M^?hIOd)(oUQ~mYR?clz=whyM71DRe1G2y(10-slIy~k z1s4qz@Z;x?uf*-cQ}?%bc!i&SdgMC3`A7Y)w&TbnpDy|GU$A`Ev8``!8Wr+vuoB=B zn_S=VHR|>}+Lx0VLS9=umY9B6Y`yk#dyl(sU%`FIC3=PT3}1E9hu5+^2=aQH^KqQf zg-?@jW9^`Rx@=Eve<}H-MjdH({^ncKP^o0+{lQmvTIoZ7wA1<#4LPAQz?c~kC*pLX@X8`3h^>;_t&K=Wq8MYe7S7*{q+r0NK*=j%LPCE+xp?c?eeJp z+Y#HBb9pa#+UI}Pg&3bmks4vSm>f=f!t-|dYaD-x@hN2Ktzo?gc|QJuIEx6OC>EZV z7XN%MFWdOvFh*eU{6yu?^b}G4rUp;Pztr}ZI;8D4^0ygR!Dy}Us=r@Wtg`^B3CF>F zXc^AGUHH#@f5Y~5wxafzPkm@UX8k{x^zGZaz|*?S1FsKU5B*cDe{FyM>5qHA(x^Yx zvcTBv#xL(5|2fiQ-_QLk?Z5s0_S;;~^8Dv+MM^(LK5nxuE4KL7e|OD#emQ>l1ZXAZ zseaV;pSye*6}|1f_O@`Li}Ki#Ea@8-~LhiPPcDyyaBjSZR4WXWha33^Sb@5UjG%^ zbIB~P|NC)V$0>6Dz3#a@MuGq4<2v@0ivN83#cqGJ{$&{{!Uz^Sbj5ArKV8oM>2SZoCQoH%R${Ol;oEv` z3FnhsNHf2#Hwb|Jf6+H82r`;Xvq?0I?q>G#*s z&VP2t+w0#8?+gEw<3m}0fEo`!%Ja|k@#D8;hucdQFgbSIXIb^>pM?HA-d{TXZ-ePN zvd^XIpFlr+@5iw)5c@F3eEHpN4EGtWt-8Re0jFY}iB>1>*w=BQ5@h4Bi1wfmPlgx{fcy``_ zMguQ1BW0(00D4CDC#_wcJ1;%lP6K}Ga?Tb%KaNMro!%1uwj6NIGt|ptc|7$W2R_B@ z>+Rp4_pbstAtD`+oH85dy3Tews77+Q{c!j5HtY3Tx5pW+zzo|H_S5)X#`{HXY`?(c zrv4n0yS=Y=Y0x+#=7BcZh^N-RtUj|p(|nlOAA4xK!h5#9;=nmGN}*S3^cv91C}26z@wcC(A?m@oop_5BI@$F`u#V^26xH;Ol2 z8m9*VD~Sr#qRI^5l7ab1eo}TUy`F({9Giy1` zY$z3J2;Ec-g;JWpbazAo3y2WRjERJ_6fG)%9LY$=a7Z2nmuw-BT7p zob&q--Yv~2P#LDi0p1_B=PFYs%EMp>OHqad4+jDygouP3*a6askEH}kne0HjKnfO^ zI3DP`$V@ssd*-pOML^JT9(z9?0iaTelzRXmq*GRillwy0ma;5rqhp zytUvIoQ~9KL8%0D+Gl7wXor)T%x(D0b^7H2o5va!4Wed`^d0EB7G3Cr`kMZ3aqoMKbc0N@Jo@+LyT@$*fo#hN_c5&RZUe%d7Rbo-%!x1v zXL`5kUN3-PHo^@N9WpWr@}!wC6!0vv0968Q6l|}m4giP|Ig{=X2T{444ginyVYeWN z_)jz1#O=C0DOKT$0O?LBtu!ryGCaGt%j5+!S584pUGa1owA1aX7(?KW9?9ll0QC8< zm6{LBT6&YgUX?L|5XdI_WNFk+BO`O1*TM%#wAslG0>A)`7Aa47F489-g8{IL3s1M% zcOAd!zNkHyB&MtIokHPQ1E*`_C`_{%TGE3Y1Zo;`@Y`{k(CYfrb9*|$(D^#X?P`O7QVXn=E8Dbv8zV~SiR7`S3ecbc zLh)p`0FRu6#Q;e_w!dcX{Q;7v^QqJ|gU$|#A;atL9DtP>v6>ZqYNfPRQ3#7D6ZfeG z6u!h#peEVChlQaDcOlHyB)lUVDJFOZB!CddjD6dI`TcQo$cTWjj(-CB=J?BiW6Fo9 zKe^J>`>rKv6reLdulhsPmBm3u@F?RS(|gYpsXuzJ#ttRU0Nz ze4+Te@=r*J%(X7UMG=%{!oeA&Yic$2#Lg%b3#Cp;ToPJD$*h{o36`hS<#9+glHuMx zgP63EDirn@{s_TLk~x$fAREe6d10(t)nJ?MN>2a_g!B8~CE|2mWfk8?-Yl(IN(F1~ z#fQ&60kEA=&K`)>Qi~;7(2T&4Q#}dRT)7b|DH1s)h)0_DyyjK$pBR4j@ROvFo z)wbWtb~wMZIIGF**EtWM^NeM)S?)J-MZ>jTLM2WWA+Yb@!veIPmeU8+HawA~oz@dC zdJhVom-Y>Mg4a@R0TEzniv@MS3eM5ZMWkf?J_5mGNTAmc4`T>4C%uPx?T{3pSp+#rU zIW1z6Qe#Nv0q)QfHi#o_-XD+S{JwwqAaOci=Dk7tpO))_k2Kopy_Y5FMP0`eS zjJ3M?Jt0IE(X}lnNJMyUP;ok!x@8P4$>KoFPd1m?m+3L-eadxE9=w!r8bJwG52vC)W&J^`cd?ADH}mfTMqe(^#rKX0D_PbVrJ|@t_jmz zRD)o;6Cov$2alPEBoMT58Ljf1-g}R_M;@ipKCN9&(|gQ&;b3GUtyO~dq&TflZ7m7g zBE5{z_=hXc_t#eLDf?jxgis&CSniRfwSY91{g(g zK`e+Ws7i(NP=0y~o9OmbvZxu`z*+_2-c zd{FMXhMpJl3q11i=$Qba=?X?HDQZa%wp)cGdyH#X7#A#sWTGiiLu@`7CsaqV$>YEz zPwbvE$+%4TejXAM^HgLWexE*t7DQy8I8!Ji12K^W8IzP%7>qF)fSHIDpqSyDQQ}UR z84f|h4H6+KI8+uT= zh7Yuf`A}Vg7UPZl8w9Z}>LSsJ_e_UL2LnxGOAq%j>~4{dO5937Kw%aZ&R|Ss$DB$t zyZ1B!?ug?oCGU@xQ*&Cv@JP?;D)jek6xL!9U#yosg*I~3u= zdgn-qWOob;m{KU2ln5ih955&4&S8Z(>WChkf(5xkosZB7WtoGndu`QJLc5Z=D;&`8U>jmbHfC3HjEM+} zT!JE&1QC*~xH6s+L$L@0p%FMiGN@1+WoBJ~l__V)poL2X*gZc$ z<4%rCHPT0SCk5iI7RXh`JV&qHm(-X8{5Xmx0ulfrasXLoH{Z_qbNZ$^DzJvc91(j; zk4eBlj1tL_iX;eNQ4|x?BYe(?nKm;G5zGq2jGO=mvlRhC%#2ZyHZ~{#4kLP(^>8A=mxOdCnnKzonAE)gE zCWW*ir1_o%S!y6J-REH#q*_SD7_e|Tx0I)AAg&T3p1R%Mq2CK|k>{L-IfaABCrrnQ zI!i?Lm!&Me+;;2Ie=PE|otBb&)#8(9N|tqi%o&WLd;?RC3uc=zjWbJ2dO{SDrjRA9 z#t@jIP^;J^@+?S2iZD;Jgw&@v=vU3}qs8JKPg=^-{%;=WLR&hZ&fLb9hpWW2!E|WOmZh|+l=Bts z9^#M*-3&_!#M+c0D?sRz_#4bOM56jBH@e6!= zV|YcYX@%rHA;C{v@70nv({PeG@tE_G@lfoAKM*GiwdGV~!9*elnixrXhDxb>0;XMJ za*x-$CbY~7lW~YbxwxE%Hyo`2qIK)LyBBPVE9F`IkB3aq7wHM}D^zw3g#SkPGt!DA z+x{Mwg`d*N{c(Eza?(~Wr-5LP(T-#X9|!At0^l*`+*1YWDNrM5#vNIwTc0Bx*0wY~ zr?cs;N)xP>Bjm0NDqZY&e&Bn>|FO{z7O$Rn#B-85zgB%p2($rnfK7-5!~m31z|1h6 z65sV+Z%B%62$$wSl#syR&J=fd`!OY%N&Gh99cRo$g5(CZ$9@ed@!WD`NN}oMjwf+fic6@hM;nc z-RvRU1CC?*)n#H-|_q zRW6z*bROXy;<55v8SAGaPeK#iM|hWamgn!lSOP#W^u4fE&Jr^Epd!Gu9eYj__uTga zoM<82j5`$s;<0b$8?=eB3s|@<%QDAKxi`t2521n_k=KODQV?zU8^9|!;L;LWOr$wr zex3V2tV&(}Qp(Rttag=o&mEwzydJ{>iAcbGWF)14r}^vfNG{UONX?xy1dufb`edKQ zy;#T$ieyB@GvJ7VL*$_F96o|3vuQ#)+gi#qmJ(tVyE+uFs0~5Egi}(;1baD_bAh6U zNbZ#^rtbbS%I(QL7Y7bS-fLrCa9*mIdS8#o4J001)yVuE+b z=^7~wP*`LMAL-W#M-eW9BpCobY(%6`&nL)ExPcB3@r1|@c-I+H@3Rk1z?`j} z#^8vDl~;|W^b>nR?IwFpsN;06$2y#+b=tYpy#vGZU0tud_I;A-f zfhTlg$Oa+jX-;7t>A_kO9NZD1dENwNhZ5O~;t1L1I4>6O$b_WfyaHYc3 zh=H4dyX^^`BNHA>0OaYeWK227wTvfBHF7`?u0)tAgn8ruLhy(j6aeU2VP) zJFzq0idt`fEnRgUI2|Sg;+}i}x}gV3BYKoCU0C9@eqMkb(=givLWbVxTdAWp9n zi$M%F<_IA!vP@itZXmW&FI;cexb@{lNdJId*iYs3HRvtaa5}Mo2f5iG z^z&LC4}AajwXGi$3$iK;YuYe$OB_%h*$-g>%Dr#HqZA>SG*=OdGA#Q{LTsvqi}zB) z0D3A$A|)lpG{-cy5sWb1J=4(*ECNk`9OVXS(PNQ$(h9TY*p6s(JeZDk$yOU@PO}kq zt(UUVDhoaT=NxZ-9kuNGW9`4*7JY(2dw<|jycW?sRn7Yrd(8;0a8_WNvmawNT^Ab0 zk&F)H-*5VynHw^5G8sTnT4bhc!su7+dqDz|8GMATleH(&p+z6tCQ=CNW9xuK%zv%F zzSYOAw(I_F9KWu*@#%$|o_Zhs*6%wvQkb>kpxFGu!4QcKOpfUhmXK0~vRN9kv~!E} z+vA8CnDn3<(wVg)FS;x&k#>ve-tVwz2&E0>!boYs2_a?XG}?OsuS;OSWCFv?={eAV zk%Yid<2%>Eq*h&4UfSu@3gvj*c;u!0O2g=Q;lcnj{97DI_EJ8I$|+bMgJX=5bIi?Q zmhosr6apYKX`g1jSFWI^0G){mR7#osu<_a&*AgB_<}r^LktDR>3nLD=yWc3Zpr!!K zz{8>Ugu?@gkP(kZY>%%6_0y-;<44x+c|Y?0hzxEGPD&p*?@S2NFdcz|IKczYwIYZ* z^f|9?YmN`;ThbQ?8fg~a^_GqB>}VT5gFn8K^a@wWjagVn*0)SGmUFamtY;l{m?PE93 zR`$hXU>#+MQKgRhP%kq!&KaMfwIzPP2$;nNwOTF=# zNXjOyJ6TwX?s*K)ouw_^Bj(QF$>c&nVL0Ia2E`ovoP+tfET?eU?tLSuB198*0|sF2 zOmTTa|Fhhl%}S1w)&DQ_f7#Xn@u&1FBM>VDf>WeevY|ZF!e(GI0RnuC9d|p9>kBsM zlZiBy(~*$~X1I^vDs(0}<^f)YKPUYUZTX)H{Nne`{Gp@QOhAMqA8BjfwImoISC1T- zqd=@H$sOn~LP&YV{W-@>{w4DifDs@(S$w8t?>Qi+BR-5g zI?0W`hxeo^OgOe#J(7hJGy~ByL+6;H9cu$72TdqQn&H!|Dq%*>ncjmLsiZK74&wlZ zX^@1G6Q-e((#vZZCn$?9-Ag~Rqe^g{6JHVxy|eeg37iBCr26HvZjZFL!8TVOo@yvm zz~31Gfz<)}B-mh@!x2>w(vu+p(`cA5u7vusQUICd;b@r{uu5_Qp)pF5kip4;y%p}MI^xCHX|Gt2N#@4jHG~>bEbt%z?h{$cnoD%42E&V@4-JDa|lv?olLJi3P(sBe0A?({mBYXpE#R%36SE4D0t%UmzZwO!+*83?DM~ zYA3ZD#TmJ=RL~N#I5`+eZOEEgn2^pVAhogk4sIeEccMi%!yfdTwK%7oyVNes5n z=;Ssd@VmVW0D{8&*Pf7-8$A4Y^k9=?0d?+t43Bql(_$TX+!j7iwxB8x%mG5|$a5h6sy89GRY=IRdV37HWAnVE?YxQ>+} zAh_IZc{eyMr4%)Sa>_x-fCN6~oC%q;8!_daePjd?h!7K5(C}LXWqkLx0YwD(Vco=x zv=J_j?u65Z%^+F^nJ{A-1!SNNVg}+z807tY0 zh0Fx>%UQ)#56bk~sFGFe3r1%XVgQ(+PR`}DL2QI& zibJ6w2((Pbg5(Ix@Glt)!v&B55Rx;R^;HGHBW;E`vScDS;RJUeA|^n9rX>Trc_wK| zAeev|Ff+g%lOhoj8~|B@*f1%bGs7q7DtvM)P%lo{U7#3}$?S`9J!X%jMc3N!zKz>{ zdPa;JW6Qba{VnAJc@yp`zh{&&mw-fJq{5_0mrH&bhcO?4gigX0(`?%vQH%gs%PNw2 zKmtI{{r)##6@f_g0cmLg6qs{P>y%*RHg~CdUY7fg4|y<#AT$9*D=@%ZVV_6Obe0Ap zV{UzRO2~d}^k<7Z)kp9EKLwsaQL1OHaG!Q`rKyEe!63~H2$6(ErrF^m8&Amoc$_K{ zJ7)OaX(=zu$(hFSTk1nOz+;#*t4c${ocUg#G2T00O8j%duZ#Q*@ZXP7m$IQ&UW!6E zZ<(9h=$^X0(pb?90~;NT^DuO-1Z(z4Oa~doabotFTbE#!HWT{@W=x=IbIcu*r5gd~ zrmd>V^U9gSw|+DPu({M#>ypQQ%-)B6eEaYGyttM-|8Xs}PAdsDv=*P%F_0B36O%*~ z3sM0hR$<&vYd`K5H?M8BwOgW%ipME@+MMaag;M~NI4BJRh*d-;0W(K>?<3rpLY)A> zk&i%$?wy0wk8J30|6ExbT41J=%O zX7gYK)Dk%`fFWZ)&i7Xuht^iO6v-+RqRTQ)oG}~;ODSeE_iJD$q7U?QKmIN4jbT%n zoZozE%l~|>|6oYQ@18gS#6Se$ZJ!uISOp6+fTU$?0Z;P*vnnhc=KbHMZ3q{@Tf&E; zRnjtH95&o=OdoOV4><;MtFmY=d&lF}=YB8kFG$aXM~*#w+3Y@g9$0nk>Oo_e0ZA3A z;v=^Q=*NUiG{ONm+>?qfwf254D^C7(AHNsd;mqVO5ofyg_S|vZjH;}wk8gO)7yKxA zsrwDaw}esnGt!4qzVxR*1lN6jaoAALLZ0~t+p*4Omou$P9upGLB7NqZ>`7c^U?8DL zV0eU(Gom~#_h-3}UA|lw#~mRBo>_5}lafyv+l>3IJgy>|d0(Xfrb9Y}S!7P19)ZF$ zh4wS@^pj88=AB_%>T+p^z{d|ywC!qs63N%AUhjBzdwh6wka}I(O8N6K=I(!Ei#pw} zUk3l7EwgbS0MmQBK2BWsym(UgFe+nx+MZeY^cZm8JK7Y)sbF!DJ5yL|m5hXL zAtnWhvxG>p$R_*!txu;~ORXc))6NUE`+L|_RZ7t8FYqq}9I!-#P59RdMK+d_Genz~T zy@ih^PtK_RcH}$q($l2_0WnwRqEIm4-YycA)!SwigUYZR2WY8+GAEo3PCXQW5gcnbMumxcx4P=Apm>WZ6&iLJ(oWTej5vqYB z%J+;H1~33ddb&oa&?z!J(IF{9&+1ko;FmRi!_+l zS|=n1jEG+)BQ8+!o3^ReLF)<5?+V=;hrMX)8oZ*@78I@ExIjulMT<+Bq zHwAJlNJuP|Md+j>Sy^&oLYvj7BPW*hzK zxP-(k-jBLzHd!C$;Q69Wq|K^6?0amd5Ho@gb+a(Ql={89NGJ@P_ML+ahLRW&hT(}J zND9ivK&X_G$VKphr&2+INE=argfV#vri8nCp#sd7$;8P(!Q@DFVFyG4%3#8DP-h2_ z6;mV3!yw%u16?S|k%9=Ez%35KQ)BV~I1TipO~{!U+=qh$gpEK*awLyLj|@z}p*C$# zeZufj?sss{j=ZCLKrkR75FrPldlC_rLU<2PvymaSosc460BVH~fgPzJ&LkyAkYhu0 z_Y@jXLx9m#w>WeuOHA>7XjK?Z^H49986{AifHM++5&$9-Gu%K)D58V`CkKN2007Jv z=Uu5YLUT$@jS-xb-~g`GJ%IrUuz-|XY5}F7`83D;) z5D*M8c^D=p1mRk}pb>x}8A28W0v?LFp4_*HYqxI#wSZ%%9HrO|Eln}Gxj>uFOi?(> z)r6Q)GRgBhof;D(X30?paGV@P5dJ&?42|wN5XoD48f_`L+bB#Y}q_n0vv^rB>QH@EhzUa`PN$Q2W2#U>U6mbBpQ)!WgeH00q(3va<6E|O-e5tc_)rf@`Bru55b6Lj3 z_^Jcw=JY-C<1zbE8!GF*We6BUkT|q9(G-Lyzp-4Yl|j?CkYj~m-{)s5q$396J#|ln zHUsJ&I(&yH&V{CWjB#@vCYe)Bsl-vtC^~u&AOb-mvM?rS!3dgXK}!t`IN5|{4(hLV z3@J>K8~}jfMF0^s)9#c9@KL2*s0bLrRZHv}_pHQO1yPdGQ3&QrcrKxys^9GbrfC`0 zGqVpJJ@z0jay~ET8m8NomqnZmqSvgAVkIhbJ)eqy*>V6QA(1<}3m^a}VvlaVl0(MX zlYx|)A3Z3{9f>8dLZVYRlcb_x603(nAR!VV)mxvNykofqKLozqNxXi|_6^@AXwnL) z=)o2dJTyAOG99<^KoiRhC?Uc90NwZb<=7QH$Pb|ew}Lo9(sh>!k_5me=Iq1ZYCdk6 zK|qjbmK_)k#)zT!+#x8uH-^Xd(}gqc@7Hhp`_peroftl3e&kA7zG(j(x}K>95}50@ zi)=JEv<`mko2vD|(dtsEDjwzs+9V1N?%{+5ttSL-DtmXhYMe`{LXQ=?AOl5~yyueI zLHme|=@VozO~XH#{=deyRbeKLo;~-B1O2`~wFwk3g(srYRSl&sORk3=JEH+&7+^OB zm!86?Llc^FMymUJ=0WUe>SOnMY23i7yHj1IzKhB>-m`obW&$Bhjli6t%n9A|tHTDN z0hn14Cg4WI0tFBy2cxT05o!3x0w*?te9QgKj&IS;#p0AaLhg=Zq=YxpDtZFi`p{Nx zgYf2i$<(T^LKOUeO6uufQ{OFq^Ed_>PB+{=)5(G@Axqx7s`>qzr~hNuJJxlsNNW3W zgiN)4fNhtt=R{(ut%=bZwc7&mNx6IMMAR$5~&d+Qg1A#t3z&ge<|(pmj48Umj*3+c<8e#?w@%CaghJ| zZN-VHfgCHxOBGIs93efcMI{a-boqY6ONPuGW3!QzRAiCo+Rl%;VjSM@>rTy1%ZESx z(aQV0wDJr=&SUJ?FJ&ANhrkEK2@=9AI)p>lJO;`xm+pP#b zUru)dBa${vT_A^B63D_Q8;$OVKL1N7Mfsn`^m+6D>t*`CoxcHkfJLS=2MJ~?P-wr} zy^mqp2$=y#u*ZB_Vto%%qedwNUNWg`v4H$J^6sfDP}xts4*$=3|Nl;HvFuh%nJ~c% z)2W_Xi@&`Fhlhf#RSHs58r|(=9|C`+zSKL3{spooe2UY}Y=}sLkBmeg0HJVr$kZkl z@zH>5q5&AVr%D`YQ)$awn}dsIc9E!PLFvM3sFq5c;vg1SGr}-gDt;egtHgziUR?;BgB`au7_HVD{NRk8vU${?l;l8Tg$IS86yLAUVT zm=i!)pfE5yq5^1ywVa6Xp6CHA2$3=?&$kyD{gtD8n$43e7t1wbmn|xAr6svI56dHc zLl}PhV&e!@XNF{9PR<)?K`NzCm2jk??3S2Du(wME0WA@0;oww8nS{UkJ)IgdH*QoA zY@oSYmZ}~=RItRhn<|xhWQ=H<)QX@GAzGxF6FL)0kw)P@01&ALot%r0xBTvfWe0$l zq_kQ90Du5VL_t)PbWW8BXq`hrJQ*=FjNybnneJY0N;j%prY8)D1CxOp(ID>}8eCE^ z2s=p}be<4t+|qAp0Sh8}79z^5FJ7KaSyy6h?!#$6-GRcmN@XY_DwF^~7081+KxbJf zypP=>NGi8NDE7Vnf|x!?g9u83WWX4y3JIKH5CmYzfF&}6D3KBZA`^_7WKxED0zyC< zf)Su205*^*6Gv>ES*ZZdmYEm;10C2wk~j-nj?Ivvia07j)H2b+eIH{C&&X1MDcr*x z8606m0s$uR_pUUu69qw`0HloMlyo-W(pb5ma}s3$;KV|ZitYqR^jq)%a*w0ftAqrD z11n5s?^2cy6)%s+6&AsoDNqx4Z5qMpBrb%a?8}(ehyfvK0YmGF5~sTga!cz5fQgBK zEScd5bH;81P^chfrfvcTfxSwACo?f6C?ha&n8H++L~E$z#hvEKTjK-B!FEZ~0^NB9 z^RPf54nY#9;sQwo5Sdi4u1kv%5}27;SWUyT1j>GslHuTCPU(^ZG$?Sdh(Mgl5N?^~PeGi#s=uD!xl3(0w`9(=qg|rdcLg)C-BoyhZuEA zBnl*Zvvy&U#biHn_Y8q7kyfiY#K;0Pu@o=^bVT44vSHTD3Y0-g&;v){0;K@@NOjXp zE!>o+?CjF8T8JqUB7|lJ@vcm)+LSOL7r;4>qHn=eN>EIm6oCU70E4i~1T=L54;GA> zhhPWonuQ}M)FrW%;F`{M29O0LHl;UpOj)R1h}qJKl!fJfLlUXQQF?~~ zP`@|a$BORYfOIg=oShsb04YqOyLuk!ns&09^znRz66UEex<&t)d_lSjUgnT}{4w!U zwAFOF06BW+{^km3*$Ie&68ro)f@2YSusr{4)aqdFD=ZFgd0r z>-SzU70P-dlU1F2v|5%Slr>a5a#S&9=LzHz{r3Ru29|)W7KoxjR*!Zdr6^Dgj7~}E z;2tt3Am~u;n4~P3wM-a^QChy%anx6KQ}abG40``9}yt!Gudl%Y+Bx5rYMVB^=_Gk2|?y%zP#7HG@}8?$XG~bRE-W@hlyfE z08Stx;S3Fz>nQ3983l}+LLe48o#pmbwI_%$Ssyq6A`CG#CkOzGp$HMwfU58T$Zi~l zAW7cibKE$E91$ zG*9zll1}On_kP%Rjh;=4xx0aID|1t*l?bL5C&^H1weO=-I{UU$=`dxTv3-|m8W2=u zItMAhDP&P1PZ{t4v^pP_HheZHfE7JJ*AmF{kM2F)U8A9jzYqUXdCNYz-ic_bFDdOF zS8ykI*75yZ6(H2;K5jTv&`TcRCxFL-MRZTP2XjndcwbiIzHKN_KJoTdkAKnn2OQkB z3kOAyp%6_l0<;{zvbkfm0*MptHLue|>rB5cF8*5SOxzLa#$7!3Y}2B@n`cR58u`*$8ZGKDH^cOwT4Cj{RKa*SO!J@Yx>6 z`D|amUd6mXe*CAke3tPxX&?Ptu|_1k;-W1+kLs?DxXGC6=C~Ukjt1&;EFl5l zA7oJ*9-A$7V3~G(=y$jMD@&Z}(w9?D(%I-FJ2%Zz8BY0*o$J%(P8_z5DW`?1!F(94 z|3w_f6nKh>qx8VouQfSg5km74DZqpxIQ6j~-NFKy1aKnp92~~xFk{aoLT;Ycd7#+Q z)CSM3Ke7LN?*A8Se@ytxj{nOk{#S!<7{TTgN$yDj!!!Bd5+xe4D1=%Z5ZJKI>#`*S z0z<&yT4|!BSx#SNgJ5nSFn6V!(EE&B6iQzxc4%yZnw|`_7(bqFU!I~&!>>4?MpX1> zmevyn(nhM{%y>AEVLQ+%Zj54~;lQP06~iPFsl+5zxun~D9lqzpyNxG`ZCFTw5=b|e zpi=0VTp(DWP8KwX1y9G;t%LfF5fRvrVGx2R6al-(yjhfliJ>3__!`#JkiOnxo9Og1 zoqnwR(PTw>0`AB@Pt<*AAB9BRAP(Z;oe&(s3r|A9VK#P;t?^?RB~S(iAtYj=1UAuH zQ^mV5F^**KWOu)xinu=nCX>z+T+VeQ?p!U5LkmdqWjJKm3 z^g6N2gWDd=&ieiEslXb8`W^mQ2CGElpwA$%+@C5X9<^;HJ4p9Z7`t&x8)L1q?^RI5EQHWxv1qc#+!g}r7l1P9ILV_4>oNkzjm|OrT)7+iX!yT9nC}}dHNG77pW?HxN?@Se; zq7g(QC**2j-YZjrBm*E5SE1SnD8~_uA>;(80RVwu7@$EJltKPIBn-~%TsBXFfKKz^ zboNME#8K2(xUe82umstW(FGEwisj-6aqN~G5*p7P7sMf@K;iekoqjxdZ0K6?xQs9Y z=UH5MU#mw7crGRlww)mRA~q3+O+$S*aRA^#zzz_u1}+qUctJ>u;L)&j7{?e8Ai(|f z$F2u+icmNR5dxZx5Gn(V@}T6+y!uYjdOz8R-gDqev=n$}i4(wpty;SQQZj!pX+Wf+544b+d@pE8P^g{&CMb)8 zdtQ@ksWr^gl9-V|ZC99%xm40pC0YancpOre(!W1N2^=Ui!x6cZDGC9Fst2j16F3DH zaDR99VGwX2OsaR%eJTJ`b329^qEyMGo(ULxVzqEIqZta8ZFmBC0v1Me&x8z0AfWG{ zFLy>fA76FUjJ%1wmHen-h~%A#R!hPK7h0 zl>1kS%}0Xl($3XGvNR}Tu0g}d69+)3p-C;52mN}Y_WyBMAf5oH7(b8x4~oAm_di$q zANcfVef;%~zpVFPn2x29gFrZ)IfVK!FM@4JsMGOM?XJfSRt*mr&}52IaQ_G7AnBQR zp{-I^yQ}MF%R@XWJJisd(FUqHyH2@P?6EqYI^LlYCF$f09=h00<}DRh_x<7t@` z+ujp*m65d~L1HSVPrv_my*&lxCwu?c;5C=mH^Y9f=VxMA+Bv;m$F6bUG{pNRPo-vf zc%{~!OFczg4evFErx@Zuxj7Zf>O2QgArfY($b|^Ua8#?Me1YIXBCRTghDU0h6}genifV;wwJuDDFqzK!arl6V%6>FB0C$nv3(4I@e_oG=i+v*KaK z(%Q^14#V6c3T6eOfHngrcEDgv(m+m9bRhtQA`BgLIKwd45%xi_#Jp~wf&-TuNV@kD z^Zw(x?!Ddix$iRvw8h#qsH~S7Z|fy6GOnX%fq7!#iDRGZyv)lrwt#Syfpr{!e8RSP zlMy;!mXJ*u^4vIf@hXmj*i*OcRoZf%Y3$h6Qa`ro4@qCvo@M^S$DePvrAEA&z6Jiy zxgcEU$XeqR)Ef8Y5LYQy6%as2<3{=>vi%w8)JfR1cZst91o<9E)u ziR@Gu9;;4e^E!O{$9Jx2Yd3W)Gnjj~xt+g0J!`KLPrfs{BCisAr3A~yB!rZby?`Gv z-3Q#{VL|`7o|?gL9_ILT(3_RN+OafVFh3Ds!tQZRUzt{oA21N1QaE_{v2MCueem&9 z*d5?ss;ojk0bK${%KqUtZrAtYFn@Z;g+}za^%ki25~r6M@8_^l&i(kB>)-eI8K!^n z`kTuS*nZ}7@=kVT&~LeLqKAVcI3OgUkWAt@6Cb_X`}XZqJOA|Yr`$#m&e?oZxrOMZEepdke)br!yfv#db0%G&7(!KYYSE}WjITQ|B#oo*Zv8ZuNnw3`hy6IU>2u`QdHVU| z>G^ZOwx2&e97srs3)k~fZfCtV_u?=|nRY)EF$*Tq7@?#>yu&^p!fJ<&UZpn?hlgPf zdLcUQ>kzI~8^q~6SsJ|6lxu?JSjdy;&KMQWuObBI)pUZJdb%uxUoPdTvbwB$=&{o>FVh6%n{uMi#8NWp*tBJvnAHphJYo+u0G<;VdZpZ_QWW~q@+cy8Ff-gcpLdd>A}of8MkW;Xro!yueAcxL&g*nS_L`RZrNQXI@`)@2((g>!nONu zk!>n0^{^EmZgHFvA0Z~hUecI$}dBXRA1dW1i;nPmsH`3^M?2k~p-F8^T~* z(o~~o0_Ge}7&-|qS$o6?jqr3p=7K~h{q`P|TlCH>f`QD+yux0N=dMo}k?&I+VhHz>|iE2D7op+gee6rOP#6F}t{Lv;zK>&buwn1sJIacHK$#>C z=rN5br2<-nyGCGUge53}`mj=)E0lye3J%@(sM8!cX&72!2BISY7in`F+sS>i{+2m- zMu&blDIxPGumi&=-ANsWF}eUCPNlj*?;CBqa{yrTsdCb?T9zOHOc_W$*P_8EZI{TMB2b$_Zmc{#^jb`SaNwca;RtOi z#K$4o0U*afgo@%I8D-cbq>4caoRA=Mc$hQd9bq652NYx`L`ncaU?4#dL?&SZC$1c0 zH$$di0%FQU@KgoJULz^O)$2f~+*&Kr7&BZ=Ljo(6sR=&( zW0Z>p8-Diqg>pF0Mi;iaRmYRImBj;mj;jgLQV$9YhfS_^Wr0=I=E&7y+ z&I+&^+a}3P@thFo%lyLy%t9U7;dcym_I~6|%lr`X#>!rgIQz(T7VmJ}OPn?C^~vkyd`anW}+@kkhhLx(vKTyDfhPQr3+- zHs~_Hne@#Tv!p1gMT4m%=w~=SKVQn{`XyvNortxwZVz)ojBRwB4rwlIS&m$`ZeQsJ z58KnXpGwEN9cY6msI%t0t(ScS)WiPas{a7;0nK#n#6RKb-`)9Zt4|b>9}GDTpySvB+qitF#_QX7<>z^iKF^ccztv?k{#Vw2 z$=ued?e(lNKW*P^WI}7L2(D;*`V{#w>KB_~EPPblGtzv9@j&~HzdoeTrUjjc!40%N zzdrx`)Abyi!O+t*t$R zy}a+GdHd&=Z@(3ygLZrjYsam>2UC=J$O#5jEfW=_Bk@k4Jn$ap!6}pY-ao`NU)Oqk zJI{AqzN#@mCjJ)tx90PiijQAj81F$>xddONk78F}`u^zi;LN+mbx`T_>EMrjd9ZVR zxNfEY?)(2+;ujp9bt>huj(usDa=*{M5t|m`wwwm?-@jp7WfE(G5P(py<_WkQ?;_5n|)~7a7D?NAL;zt;qKl9 zqQaM%zc$b~$noiR{^M<`O@H}Gw}md-M90&8;YJC*@_Fnxn#*7|MklmAiZlGU|is1UH++K``Z5>m;Cz=_xtkY zm)QPyte(?y%h&V!d|f-9ezYj8Z~p#Qilr_8LC^pD+X_j4oS%MJ;md9Ot(1cBtgGb9 z54Tc#90bbJxbnLF_VS;<&F9NlV(6QE-X6wddwlq{ela)#{{3|RpKi;1eQ5mQW3~Ho z|BqYwdw06~bIOwO8|Zt%g=~zMA9jJ)ae#0w5XIv058uk4@H6N%U*P~0$x94soRaI? zDQuLqhv*O3WfqWSy}^GiBPp^ra%pdps^EFO*I;1%JL-Jp5*WY!t^W#5HAOF0UeD}Wv z|Lw!?uPgt<{qn=N=k2zCF@Bh+#P~0Ld;ipceXJ4t`2y$XQ@P9lOF*>0d(?Hh|NKLo zUOxO4=eK43@BWSb@I(2_>)C#LS|*@SxEuUJ@cRi*i~i};^3_KDC%s@j%aRxPyz2U{FMqgx`aieGHKM{?Z+N?YNxm=c z<<^gxbn}&-?xB+v_+_y0nN#d3(zL_0!k??QW->AJ=->m#16M zw(nE+x$o<#1e&zMOiU^{Q__^uz;!Pg!ZYj6wX~$!eu9x|k=M|74&q4wxpEEx^e@Qw>T&wtHv2x&h zrf_-C>9Q4>&c$B;{6+)Y;-CJ;qxp{XpXqjv~G0O36}nk9+2!# zHXuOGR6ZWMyq^BzBAJWij62B=vw5|vz+0W?yA|-f*o|+$8OF9eKkU=!o5-N(ljD=j z&S)Q@Xye_@h0q2;T zmpk~@_T#krjvMlU)3MF_`?P7Xh4>{(_E$b;k|w9DD@?ziLOnj+T`t?y0Qhw0X+Kf@ zfYTDGkEl`YTHc1-r;3dxr^%P|4R(zi7xsg&N5$RY2B%W;!pGL`-zL3r*_HN)a`Hd6 zvdh@o{e9Z()bnIR>==H0ef;q*Q!eLnI%}2@1$aW4wkfy!H}NqeN(mRe^Ucqiev2R_cD*Q2Maf2H!8@LBqG?u`C;EHCTJr(Z7rhrd4k^TGf4 z#eo>3k}?<&a#^%*9&8cBK@$5omT3`? z+>R_}5(6BhCS>=6OBf>0~?Hq4|PK1GA{%io>16k&ZW|JRWHDc|JY8=)mDG74|JdxiEl#0zXzVmNGQpx375DjEgCYLAA zhfIgE-Gv1UJCh?vawtQT0#H1#c~GTZ;4A7T`~>)7@>aPrRXH(sMH|%=Jt*3PUb)X;*3Lu_r&g@7Q6P%$KW(4 z?N>rAO{le6rsEnlD%c03E7&*ccL<=;1Zi>zdv~sZP18r%cV_@1XO2Vx;_tx-f?xoI z5IahcB93z#OsRGvo|$l5-R?}joEoG{X_?}VZa6@@PaZYl4yqJh%iVF96oWdKONqi! zSx#$LAd>6oGZnso?oXd-&kzLT`UT z3E}`Yh*2b4#a58%0WlIi(@`CJq9G*bLMX;9kA7gJq|eo->H^L63{*(alhs-z8T;+% zPRk^ZqMqA3fwrm6rHZbo9fzR;8*{KkW1C%n>((_4ngB~cVV)xR2IDvmHS@wTSDLD& z?|s(`PwF*bFy0~8?hrJ$363tcLP_JyBF@w?cN|nl!~jTN?hY9D92_`^(c?t6E#-S@brIli$m}=H@Yg0Ci&HcX8Zg0m#vC zEAY-R05xlMlgNmCMY=8XT=0j!y?DLS%pON^Ur2z(xLKLU@wYgW%Lu*u4&fJFmS`X zkUiOvc0~B%DT?p7e|mG;@;=+wV#iTW$q#L-#2x4E?j z9%NbqavbCQqs%W(3q-};Xo;A4mL=V6-Qai@O+uH^C zdYE)MdjA#I-iE2IySF9_pDIG;y5VqSZct{I6DLED2;vEH0w_R5!!aeI0ti(u(~MZu z_VjBh(*kw2h%p>QN-ddWR_DsqPNOg8RH!l*RBxkNEpZ_`Y~OPOw2fgu*YnW;kmB6Z=H@{&(bES#YR}VnR!RWLJenqwr506980k~xou2dMG6RMq78`dSO+mJb8wktg3K`OzCpVc##U<*WnxL` zuS2vRGbRjAWiE&%0TSJO$EO$2icz9g5Sl%Ca8D-G1qvR{3I%vhnl$0)vk^}ZetFRO zJgE3^JhTmTcpUWZf=JJVi10*RQB7oo)bf0KJ7XbkxWWYwo-bGkWWAn|-G1XC#G}sUt=faJlUGLxVPBAnX?L^LL+I55{hYIJ^ z_yp7f3qkADF$Sf>=$KZ70D~9<)ZE-VlL>bM3sbW`3Vt7a1+0V1LF`4OOi*|Nm zgpZLu#S0*i23aOVmPq#WBb90s2k1Q^LNE{o3RvE)wetfATMu-ZYNHAfd$vjziIuTr#JUv? znG?RJ3KHo6G9XU?L}=9$!4HWfA|eosWN%2Bn3~{(z<{Mt62}?9oQ6l3g(v{Hvl$d- zgJhZt${1{c8C=R)=o)AQJHf%2LJ%-{oK$X*5tt(a9T>8P=~$yUmH;+k5}{1wLctM4 zJPB-L4D(W`Fa)9iIUz6+VF{#g^Kc9YFHgYa7{Cd_2!;7nvZ4IPWf*Rgih{&^Ab7o> zE|bPMx`rEp!7k-o#UU`#?a=e%?~zxAAQVf` zGzA!9BVxj{N<=AB8I~v!6j(iTB&%0HqcM7B1tiFb@lGC%r5@c= ztAYpaW}4=ZVZco%_z|O~eg*Ktr$#3AoB8>BLMKCsK%^3qICg9v)pdr*2H-knQmfMv z@8L&c*9_y(B3T=A!Rtz~*V5Nx51%Kh-MiX$h-4|@m`K1f`tInZR>%>0Y>KC8kv7-% zSm|zuB;D2T5Ia~e;MouH5cP3t5R;kcp-D!Kh&uoPoq+%#30+7bAr!j96HSrP3m!AN zN4fV!p>1(2p>Ar!k^_OhE3l|!E0z!m2s^|ct^y=<(^?XklUvTkC>_A2!fnt0S{NDy z$B`XGcgS=p(x(mDF~?RAD(2xQhdJu!{a5sJ(ro-SrFwhF_Ne7Pq(yQC^1DGqWejs? zxXgSb*bA0mISkhT7Cy}$w;<(A$lebVo)YY^L-t4Q2~%>LpupjL0C0WI_b+A3MMr`= zLTMrc;J#(qpa*nhaHbWRDId^Y2LBaFqJ~cs0JDZ;VJJi$Dbte$cov-4DTZcLXsuPJ zUF=>w7kfNlw$OB@VHBDag|H=fM8dqi1Co$%7PAb+SN4>VPWT@ zN(2*P%Lqs^-wnXR!@6wylsw1Txo-r;?XrbGPnD}C3_9)X2-1DGey<^pj_=~PUh10m-fe!%b;7YJCz?Tuc2=sb8aW0&OQKqN(P)Q zkFEc8Y%lZlQD8oH^+A$NG2S;pU==!D6lvGLxf@-cqV@1jSQw^*hXS5udT%PhLta^nGfH)QMF|5 z&o~5!VPfE8$lBZQ{C2pzm&4K%NgDw&>@y7ybWrz^VHu9;#g7_~&sa`%cJg<<{m$MA zbc}s^_#jlgao)$c?J~;r_%WXJIKBp;K`G&;@0x`0Qlr66SgJ|UT5@SQtO&IE(sK*z zJ>2t(69Kypr?lvPekk)4CfD8<0iGz+-uCH~)d@Rq19w|6S}Q7NB!_6DeBTw-O~TWe|7{ABugod;j*- zmxW-&)$n5{ou!p5Iv~_botC!D%$I7{F=8kQ)oCJWlyRh37~~0g&hj4Q5jRvL+eiDy z;wy6a`2!T3^9bVO;gRBYy8C>LOt`TIZf4pxhj_qHa`a8T-&&1@=Qxf{GogYZ6$FuC zCKA(BJKqC}Q|-3n@s7v)L<{OvOJsUaE1m@`iIl{c&uw9kNlw;gE?N~kG9Y_X5~K88;%2`%Hyfv&M1l9_o>Db6VB#YYnDg3390RLi%i zW)xQ8ku^#mwr_62PpOBSx#fUx#|$aJTp-X69rrOJ6QDp~9t^ph1%m{JSj;&Ws55_< z+WeZoB_uN?gQrKBAkzG}JuiG1cl1RB>%3Y9UFX)u8W1od)zA|V2ik!CoLC5xX@G+x z08%1o_>?5bVv+Bj9W#l}QWrg8Dr_{m^>jFwX`)l*2Fq#tHO7jkr$_L5ti#P!82FBu zn``(g?ra2_l(fp*paWtM1Q8M_=9=!bA$m|EadPD#;>u|NM;O+iV%ao{V?mios+KXN zAUF{~dU|?xL}lXi-D4DE#vPTQT@lX$iffHdYQ2tq@8 z^1}@gFbZ)9Au&dvdL*t0MY0rAA&t;PHX6O2=aAXSfbJ4ISwlPnw$TZUG|UcHqdEok zZpO$WM5P{Kkt)a(#6|&-IU+ZRJz?go2+qKhbK|9QSL+6D3`95})1Ql2!vt6pTyO@S zJV@!42nZn~(ICy4oVkWA;OGeeN!5sY!~i&KI#YPM5O@jzS=s>r(k@N|XaF0zE2@P; zc&#N}Ap!w~Yt&hxDe&1O%`kxoR0mRF5^w}~vP8yegv2sovh7putY7H<`_hl_&pRGA zqKq4iod#p=15ITQ(PB9DO1+IA|9oHW^6fwK{;H3)I+k_ZPFqesl^UitvbL7i;A5gha^Mj$zO#oD zlUOh@vv{C|6DA_7aT9TH!vi2QfSQ_NWyafy_jL zF@Xznqncd;1Q1RGT9 zD->h{LWECr7M>t7%kJ)jB9Oo1+b}U5eC7#*Ba;9VF_|+Zs76wPA!0<)NV8jdPgj{{ zG$J7O1dS9548`v_I3Z6;%!KHg)X@!})bT^)vjJsx;(;PQK5^_Eh2uK_I*0=x906>R zuxekM1(u$~35VOYd8iKcU^a*jF(4Tz^hm;m>5Mo>9J=2d*|{ZS+qZ6gbr5s+%2}!+ zR7lB?Ajz{)Kn}nS{b1%qMGj$NL4W~{Rfa+oEWrgc3Nt0AM=h4P+1SBHrdwdrTq%+Q z;Vm?nO?;(TiaZU=j26@dWg;f7g-b++_8A(NkxSJ+?nh6q?eSb6#jdJ&@1&%cHbugmyj5 zdualYnULj7Km`P{XE;|au7aKB6L_*A1(akDAeX6}_hb?-SR^%vlI_Ock#ai5Aom9! z6PAnm>)BObMNU&g*=_7%A!Hx45d~&K+-TPpI4%diaU#{~K z>S6|dKtEE5-0RhreSSWl|5R@Gwkt8yDbEesI?HJztvBh{j{J6vUi;kVK5fRh{ zg0qxb`FekvutIX-GR=>sXA93@^D)MeV4T25&2$tB8I(VdLt$Sr2e$}0l%D-Gz zOuKw5b07Aw9U%MXw$0zxX_^|&;bN-7f%u-)i~Qgekw=a-b;~%sLNr+3|C8$j(3xo= zXjta{aym}b-)1+PXq0@1Zbez{H}!RgQz=0xIXDhUI9q{37UK_Nkn7sX7z7T?E3%?h zl=CAkRgI2u)XV~eenwzOEw*0*QEDxK3+D77y25caHKm4Hoq8#{Jf0xp-Htn|GYiLD zlf;3+9$v_#k}?b*ojuC55jK6C+=C`j2-iVo0D#OYH!jmOOQHsN!YC2U@0JUW%DFSY zR!-vp>{LE?-`wux>GC<9JvYheY5Ae=IJI#`*=SBl6A?bm5};#>WR!y@Crm6Rk|IZI z&O)Zl3s|skQ-+xSi{1!ls!O7x-k|H`bdu$cC-gUH%uhc{Sib+IWA?{Ky5H*6pgTwb z!p_m%a8-({pb=7#bkLCMbh&MZnOk^nLuN)Mr8GATQaqqdNDu3Fv;F-s*D|(ozwa-A z#HV_$m<4R}V+~Nkhq}OeL)8Wc*|pyLNYnWOX1$LQSXvE_fne^&(vJYDJPV_N4o}hm z5RQ0?=$V`&$51X3lu%;6oOyTLhY{MThDeEokvUCFMKe=~E;V)7zGL9SW8e|{$nHG? zTH!L4LePfyKK3gCN)m8L37knR(=|pqxzs8(2x}#22?8uEWSI(EkcLpHWfkK&Dp&(3 zIY2y!TPuTVVeahik)E9lO6p^!`x>$7s^C(wHl{I^9g;anSj61k!X}T5JRwb~*D*$q zqwA>Dlqe!?m~A}_CwVO8u^Ve22t;Lurhq>BVZN6{{+^iRI^qx_l7#??NKw>HQQg@r zJhL!;fB6VzqPH}T5zq=CCNc!2r|)}WCluzX6mZFON=k5yfQ$r>WbitAjvkp_=#;vb z=ruHar@}xd4G|xZ*dR(yrsm#xh=JC12Vo*gAc(Nh}k@JU= zJN6)ghA3pQrv?w_%gpOw>x#C=5kdt5%_WcT-;j$4G9qZCc~Bve(tHw6+%+i+0auC| zbB9G^7edS+iwL%4s$m1e!5uxEH7Ff)%3_{7+CT+PKn4ql^zp%<7i5u7n7;Xrgo3J3y=JR$>=Tr(pG zP!Kr*Lm|_=du>kPV3h%pi71>9CBHLB0uUv+smxd=z{=MZG?_Ui1CtO17$X;M*hfTi zJE!2DIi(du@U^~w!{dFgwl5O{(P3`)?-b@t1TqrDayEJa`{<{CNc`;eTZf&pLnIVn zQwU%)-#1mxEEtGbnMrnN8G<fw!>1&n7gg(|IoCyj9xX~a9KmnqrF7E$r z$M}2Bg-a#mRD^(V0cDnSibVBtjIQCQrBRX%FN_YE;F0F$41fp-$smEr1>GYN3RVd~ z2s9(~978Y&TB>n+_5qWS0BJOjFohv#AWq6X^1JYtAuFa3&P1)(;zx&J49cY>Q(ESc zIG-3QXr_2zB<%r^aoCX%In6WAsn8uF9Nn8&3c?J?%m@=CN*9ELviDnYM=S&s=E@Ms ze3})2Fc6?ZWOyE$=EMU#G1TA$VW?-fxjW39NC34!U`c8bIlNjlgA#%O6w0=P_DLL( zT$Q3gl#B`lkRAyc%w?jwll8O){J`@S>n+!!gQOOYz!1nnz>(-0$&x^U;$T4p44DBG z7C#`bhza8X(-^*jBkgAgAup8Z*3I{5?rkvunvRmXZ-uuKU z&@!8&aX`2xC8CWdJ53K-^NtoFhg!CUVdi=mWfRglb`$&}QLNf&eHp zlCafk0TIE4(jkO%t`2zICH!^HF8r~09RADUYbqB&iX_TXBEov_C8t)}f%hg8a8gEO z2y2K#JvLN>99R)P{j<0lJrXV<~n8p%_oJ_dIa{-idYBg<+>H@oniO(1;%qFB zgL^4+WdQhQ(JlAPE90DY;wmV*Z?6dlHzFJf{bY+|5j7ne=DDqb&;YMahaxJfv3UZ5 zXY6C=TGaQTxt2#x&h4G|_X(iK10kb>dVqMDOK{)pIB5wR>r}3%qVp7PY>NH3L<&d- zTUY>o*K7#MKt}IV$b^g5B2#xA$JX)6xFupOk_?>PIdxWm-8>| zkT$(zK3&FXI`$jAuBWa~=Otsj`+hqAXwA1HPb@%-=d$hc_yD`WkvbPApCuQRsm%Lq z+Bf&{E>M?R4!>>VKJbnBj6K=sA*A@2qxD_x%Io%aTKf-(g==sP;v7LivRAOrxvz{| z`B8oJ?fp0apFWw`4;1a`0RltkK)Jl7>L5ApQ-l1>7$C3Sx zX@3En52aEbsa;IBP47kA=TDHl9d`(l%LgA1d2CY~(JF#qAd>aosIfqqFrrcvV^hQxc_t}U&>s8Ubpw(o6*z!@1_5KbTzjcOD)BUj)HbN&G(bx z=TbYBH}!NQj9KWJ`c6}UiAAlrMeb>{+sZi@1?WTK29n0x!ZThy%77&e9%@UZZ zoL*#lcysb&KGULpciRhN@2_P_)Bk13%K2V$Yqj%f^J?-8$Mp{=jXSh8tzSJqS1ptF zJAN$pUr&2sdw88cAE!&$GsXKQYISF3I-m9-cMi)Tf@^J9XG$UjegA6LuM^YR&1-jD zi3F(vTm+>s6&#DPP{E0*R$d+M7GQ^rLY0*^Z!k5K8Vv^&JUWlxplyJUCbHMQ3L7t9 zV0<8m;kp@W##{+P07rM{3`TF5m{q(Ymgpsp*N!AinW)J?Sc-u;@z!nKI{27pF1Go7 zr=^sSKghS?eJqvdxe;d{n~j~3jy>CXqDpFtlvzcf;=Gh&0bdcY$f+M0M#&T|b;>xx zEus}J6$^)B4||B^h`4$mh3nF?Q@iCn!1a#m5<)xX<2rIE(GN-_(6H;l22st}^ zyN7xJNs&5n^|6h9>&KVr!v`XYH1&JRC@nKp5qa$XFoSqoH;H3!2_g$&f*^7!b>b-^ ztlx}K=90Hl#woCvvD4&;nI%y@Iwnzg#vP)I6K5rqxNd^TrON4qTnEE$Lx-c{1$ipx z2#nBHsmN(3P;$gHN^X@CS*d0zG|vO3sbUd}a6kogOs@rTIHK#|05nT;>k=9>4nhg= ziJ;gPu))v_*|U-$F>onJ#SJ6H4f_b^2m*KAU2Vj0qa39~jsxQ$?zQa6G;pY4G3O|l zJ7=M;oP+L*(j8Wk`hpo5lABeOEM-R;VHej8G-{N6(*cYD!YA`+|Ee`K55h*{4{mT zOc1U_5ts=f1;NwZk|+oh!7>R_q<|tIkq}{GG5`l61dYCFV0O)P6oyhDvS&5|0(b8S zT}ME6l!z!*E)WrB2*Aip1yUl&@e5O7W&rXu2uNrm&DRZb2u2a22*l)Yx6pbuh#&(f z0K_y`ssszrJ0fugBx_=LCLc9jw+24aK)Y3q?==hPu> z)S0uecPOaRD>y5H3ds4GKW*)&&MygCZ{17PGCdwj1o|*7D`;no4M!H4d$!W(p zl3FA|Vme?XrlTfOR=c-l;;9U(qi?L%2$w|Lh-i^gBc?;?7@d(%yZ}~3CJfAEk4*6J zgy0Y}Bq9q8P^yDbJfd5EAF@kG4-Zaaz;IhF#CRfPVreNXLKQ+?h#?e85GH02@?@E* zb!b!zN&wRUKrif`Cvx|21Rw~6^u&&gN{L|PgDIF93KLNA3_M4h5{B3s5ZXMsSG^aS zv5KPA62Y@rzN(7{kDKT%x z7zk1V%>t5GloPxuu-X#hq0CQl1Ia>-cU~zN=!QsHxsAQd>(#mkagtM?K6{<0Y8DbI> zNCmi2V4)}1@<#RVX+K#%Wx!bCC^0v%Crb10lM{+BZ>##I$T0Xm^hG*QIVR) zIC^iBJEn1?bAtmz3zo=CD(QfR299Mxp(z6(5etf7629dS4^o#v0%F9hRV#R(gfw|L^aS)o zL@Z6Tcg7Ru;eH1=L8%GH5fz~cVC;b&KwNvph4U^ ztp{T-&mX`8APN{D7NKO?ZNS=9iv#Hc=u}k625}X=18_Q-QAZde!N`bw$AWy2?%Hp= z!?;{CkAtKc%qS=jXsY*d&!O*m41s2W4oG#9!a_|E`mhrzDuxA0B148}-ubX}z?Hkl zAo#?xYEiV$d;6Z_*HVCFVm^Fgcdq$9?@4;5muJw+`i^VNU2g66&j}@$(t(d&m_F95 zr|skY#?F6><8LgAr6-sQ09A{}0_aio`D~y$9>tgIu|ID@NCA`9SPu==49}2*AP`@rmt}bQyKg9UG&^(UA>la+k&c}FSkwCwf zW-@)unSr6;-XUKSO5y@}3x}~I?g$GSg=2w3*^Kfo-Z;+QmNlQ;zu6cVH5uIR%`0RX z`E%lsjjKK~r+3PB3OvXCs@wVHvc`V*`&*9L8GQChKLXWdKG<%I0fY}2J$2j z5l%@+MMwianw>3Z%%0v!Pl&5Yo1uuQKC)Yglis*U(KF&73oy;0xsnplBfHP;@bi~^ z{|$E|RC=oO<;D7j?Fx@$*o}DQlj_Qh9WxX?)aRryM8OmQv0*lPFVE*@J@8)nQtFqI z7w*^Qf4=k{PtRkCe!uefeX}i<+6XvR(#4DVLN%cRk6N%)u&>VD&3ekf;aP(gSmlJ3 zJ&)tSZb8ab*X7LaIq`mcpQ5xl=MyHwSPC&e)iK8CquV4|K{#Uo;RCDzfmE!5(_-%? z=Uz6+!_#ZgrAmbLX|qk;wja;mbF{I~XhM;I2&9ofnK0Lf=0!a#E)lx)zr{PlpG$`Er3{*`7Bs%N)f!SFN zt3&Di9`Q&TPv<|~Z+japacpO1iT&Xay384yXaRof>Bmrw%-WoWL1A`SS#VB!*cgsk z&f}$TPklZ0%J&ZQm}T%PcrUL60TPrC%C*8th$x5b$XnI2X3?H$?y6FXy7_r4Jn=CO zW7?D@qqS*fTqOcj3ZrCr1V`eDPKCt7BHREH1xS?ZgzxDdITIpNAOM2Wa?$V@nT`lZ z5Aq#+NgIfu9Eh2j8Q_6PI-JAO7=xliNCq&oAgvhX!0;Fr8Aue6(}y7?XlAu|H4{z{ zAJj@8kPJAH+`}PdVh}n2KoWsU!teJ75ugAwOHs-I4=lFuXA zNf4ME1eh`@6D*5UIs+_Z9H*-;fkn(b@kp{nZVxV;WLRVE$^l8R(AUap6$_x=cXDXU|$AO4TavEqdr+AuWARwb+2KY$u z;B+fMtg--v*@#RM=CyWnfJ_4ihWrs2j|A}CJ(w~80Fg2k5($|27ICv|B;*{Cc~VUv zraGgWqembip#tj5Cp)9f~boVfG|k)Zo~%pwjm+Hz0U!aFBe6gkHb4mVp%@|OUxJmD9g5L z(m<#XK%jvifh`VK!=%&zUyUZ#E1)=n7$`a;~1`gsz zKbB#`5YFSUHk>O|My|0RIIR*l%!DvVU`>?>KuKp8G_oHt_Qr@AV6!&UQ{_w~UW(*l zSI-+lK}K^isz4gaGfXg1%yGa0P@ESI)UhA~P(*2n~i07oiXJU|J zsQ`W|*;aVW(`q<4Cj+B9WG5JeegknTT#A7?QnCRglU-)-Lp?L4fh52NY0gvghySDr z#dBpvlv7THdQVbs6NwVjAjlmlYo`DJ4WJ-s3;`rTYxws_3mhyMLUUpe7TuD1gjwgL zbKnzz*W58~StyZW;gEy|N&>V7EXLP@oUNlzESfxQ#i(iitUT?w*2o3RG|T3x=v!!8 zcoNeqiJtJBxG+Ejb15l4W{)&2>mo%##4;l^%BFgs*c}oQD8SYXb0l!jX-W_rVPh`; zki3WA1*_PW!$hq4uW@<-qmq)SCXBR-2pHUvi|9-vQ1dQxF8(MvxnB-)4A5kyniL4f zBHEA6lh`R?CIlh{*6EA#dxmQQBts%*BtyVZfS6|Pxoto)j!DTxwVV_^Aw&huy*B{h zx?E1{01x+;v3s1&$%!YP%UDla3&L>`QK=|3MGaK8G7?knC|^HPd_gWx9(x{v8FvCPpf?bIg8u4 zM)pSBAR&8VP>M^6k(k3GXNlk-VQh#k1~ z5`+o?8wP;TM2}MI<;E-aq)7$3lFtl)Tv=DHT!I-DeCa!xaaDL)Z8C^t>hO~QKoNE1 zthm5}MC*B~ZI5I`b zQKTTS+f&)zgJv5_;T)K*sVgl{x(~o9GCk3)-~^%}+4-!Hog0!a{i1tQ$y~cJw-|q6 zJTEh3e#NmARio=ZFIYa2G0)#&|4uGs=;MdKa4Thkjbm@g%ysEz+HT|f#E*F_XP0BC zbLlq$`VgjATuPfTdo8>I6=R$J^Mo5@gjv7e8;>F{P%ilX*SGED<%zLc-uGny<>Jh9 zr(8h9Vlrk*nWVX#!@s4&JiG=1nD;wv8xalq0(>sD0?*7~G~qQ3XuL)99JeGM)?@6; zxQhMtEx)YiOO6@S6bsTye#)T_`}ewK^4V-3mSNBAOUB#m(lT`f%?d-v0%FEUsBdkz z88*sBN&Ugh9E*fd6cH4DG=B^>l%o6H#`Z_XUFUDk=BJXG%YkPv*Fn^mBA4z4?2RAJ zDeI@tkapXds9v5qPVP-Jv&EbLN3j==8Po#x2tXKq(j2jYW&dj5ZiKg&0+8cqf6nCt z)FLIYBf3G}xb1YDM{T~_N=Q&55Fs-L#I2>SyWpkV%O$AQx8VhEmj&B^!qdrebNQ&$ zhenUR+`}Q+4Tr%@$FLmkvuuBm^3)%joa6`Uzhw`@#$8lEuW`-HEmINiOML&UE8rWFZ#Ic-2If# z7k=7u`EZQh?_=9O*?u?k1CgK0rprlSvXOK0WEc{FLAV(-w@rv0c`4;a2Za`cyJ6& zO9aoMN#QmJxeS$D*U<7WnosF-T}v|rMsCa1ZRMCOQcEzDFlp}qtN7lpkNBN zVFN!^O369LakEE}g%%TCHmQv`c(te_%P?4$WjU9S`?U9%R#vLQ-C#6b^b-wVp}-L> z3sTbHXnal4@F1TS?zwuFB#iJeWA&7gz>kl4HUb&tC*^>Yg z!eGvoprTp>mqZ0Ml#!8%T11&=)G?ry0*-Z> zB(Clm0881N18ueW8%7hU0Mo1hrJTqeGcmCcV!CEdf{cDgLQVi8Bud1Ll8!i&3j-u4 zkVTl42vvTMSzwiU@_9r)NFK%orIuVPaC$eh6ir6tQgoT|>nImK;Q1KcFmg?hbM_fk zmqnq;{(u~`78GjTw)i;2q5@LNJg7MoY?QJKqTo!TGQ-TBl8HEd2P&?R49Lms9EM?i zd`Zy|6`ByCCK#*nw)^)06qHEum178l@qDL3k#h0x)VdP)`Nu!83CJ049~f zVF8p*GI9nI7B$Q?mLh=(*3%~g6eNS76!(~E#K=qq34Epxqs~&CWCS@WBAf54*pw&? z#X&3`Q;iA@vo{&>`h2$K>9o(~@pdgX>k3)Z=H!IJmPpl^_tl4hZ1!(hj|z^h`66Sa zxA`VkV-tR0bmD>Kj4nBddJ*hbN)%Km1qucDBu9oPi*HBUq3iOYY-_s1m}H?_KWxmo zQ$b$OwM1ffY^Mp)J^N(pS`c_kJdap}Z8)e_;uw(KhvPsf#0ybLS<%q*2*Au~84BWQ zjO0iOJj@6U$oG{raUujJ0cJ8+o#059NQ<1PX<>%I1QOt*W&i>+5#aO~0gt4xLFR@K z5H@a;oZKg`G2p!AP8i_l?MLoc(l6*exisii&U!OT}I{ zv%*M@DN0T>3v{&Y7(fm*1MWhuTFt9CKK8wmGOWBEp(Xu!fmN5st7QCWs{^5+3<_#Y zvxx!}C?&xF1<4WtI5xZHSdQ?Z_Y}!^%5>nj3J?y?>iC0ETw-c_V2YDuW|A;C%!~{( zhcn$HE8;oy2IZ#mHD#UgCGyuyOA2NVgqaDbRJI{s!NUWLYQjY_37|kVO;E{ICPEmZ zGf43ii-Rh2cbLN`cd?KqmQwr!wR=C_oNX=akv1$W@6QL&OUCT+D^XSbLm~wJuF~pC zhDWmo2-`LnF|b2Tpp#@>%k$nLECPa9)N0JM0o}rm4obX;V@&u3%da`#AWPbF4k!6G zeYf(FP=M7zI;I8U$j9**m!D)^Z0x=Fp8MygaxNr&*kO?tGY}*xP>eHq1`_k?;Ndem*gSIFVV>)6$cP|LPe>~>)UXkc zIs1A2V_ntd*O_DBbAS)}dj9(H^mLx$s0gT%QdPm`jbL%$W7-^JqqguWP&1K6U7$se zHU!sFPIFE`nEX_c*6m~A|4fmO{w*zptuG<1#k~M;QZv{aW{T9>PJden7mxAYTRe#6kZe#nqEH|t$RL}b z5^%}Tg7aK<*!-;-!IAwDsj{u-C+Qjw997{|sZ^K_}^%dvD?z2W1pQC^F3ai;#ae8}V%tG`+OAI|dk=r7tQ?yqbXKUyXK^k*rmV;hIg z9qNZF)orIkZJtHr#ZhNlmwdIff4ciAV|oUow`fY>gQ^H#AvcR z-X6C7AtD_n$MI;#8S9CcoSMg9;xLI_6`Zdj~^GrKXCnH7`OXX%ARLv zbOAz@H513Zory0?ZPUiD@0W#mQf?(qPaU75A>QTjlWCkb{i#B5g{!~uSf20&V0*oP z9~|ZUpJG<%4;{VSv;FjI&GIA9X*Hq-Y>_W{fwSG-?QvZX<3xCX!5yN%$9Y*<>H=A5 z9tsvdu^;g1YVExbu-45cf>Cr&^7<#b1(Z2HbFi#CI&hqpr4OdXiCi{3tyDegvA0~m z&rFE*hzyR23nizco4m80AGfcyTp@jUTegqQbA4`$eS`kZ<^r*?80IP4XMz8lYL}&W zp}uVG#GxzmhlA$&@~4BZ?YM1^PgEJU?|Jzoez&J$%&mKg#2LIdcnmsz+vsCmYgtMw zaFkW`1;4P|Rpocgmga5Ga4L&KZTO|UeLQ_D^O97Ic0bwql&7Qq%R3?kR~tvXea8xc zFJKD%5g5~pq@EMZ`ZkAdPcr&7jx#)t}#g|bvm*T83B9AdKM^&hW-mJ9Yw_`W!DymgW$pBy>Trq!K zwPB2Ck3P3QvU-*>v}O)UdRdD^N5)aqL}m3&t4)iDtp1+xmPgd)nfU?86B&0HcpKNtbj$%0&qY z0U!x7!_0Cx7_U@>$suz%_`qoZRzRu03a~-_hF)M{IWww5huT5K3H9KL3hvVhy>tXm zWLhP_%7vz%k6kR@)>WiDWqafzqLAqGY7x1_p!6IsxtWZ?1ktIZB4yEB;P^e3${5VD zNX!h200;nY#8uYK-2=jC2w0Icc#1NzXpI9NJsKshR-c^SxrpF`29(IcLFC;6Dgye* z-VG&nDcz3V`&plnfT%)L^d-UoJ&_U&2$2Z_=A3gPNLjT2U(GELrJUT*Ga`-BkH=LN zq+rkwK+cHJ06v$C8=FNkAVv^`J<{h^pN#{U9K0F2u+-wj^~wSzuw{%iqm00$2d+P>SM8>1>Yz_rkq^dtad4B@SK0mbK*)rW+K6 znsoF0_u|)=u`b8Texjnz9~Zc<_7K0Mei#KHZ^gS=_4BeXI@!tY7wj8M_Bg?T`$J|Z zItW_PE~i+(EPwe|XvpbcoOLe=y13UZoYK}M^g_K}aoAcdc9KgUrVH_}@CsBs|A zMuYkNl2ZMzmecG%`Ft^c8_)JAKY`Y^cSt5U1#BYqn2&P0C(oIYlVvJ~1Q#oksFip{ zUJ?*Sh`HiH!Nc7h0tlH<0Slm}qw0CmXbibM)zb@Nj%Y^oAHS@Rb!rJQVtW$&Fp~n1 z=_kV@u`P=BIG+aVy{?bb z^Rb<0xe$CT_>1U&*zLC^zrKiaUld-J)A@+o`hJ8QCVdi>vR#(C2Ebbu%7pAWW;(NI zg0wrgZ%?VKy+4(^!ajD(s8Seoo^IQQw)hUiGoOK;0*vDK4ijjR@{IUot(08Wl(;>V z6>~BUvc2@j+8;RH0h>F`1YJ)t02(jrlUM8~``Pckja%5*E=PUo`V+~YX8-(4`+su2 zA~y`vfGV4;tG+xZ{t5bs_6}hw=xB&2_(Y;3`|t*+;OFS)9DwP6hL^I`LJv6p`ovyw z=|?&4E8%OktF+%0Zl|ZIE9QinOV|H?N*ugTxLf}wacr`&$#ytQb@?>-!{ZV5{=JN^ zTi!lztYg>db;673ats*D^PVGDaWa4d^48CP zPqJ9wbbfwWztnue_OkIs$A1xQ=q>so(?ui}?#fU<+{XDaKF<1NC%p6Z7`JFG)vR|O zUb>%p*6#iOzMcwA$M*F}?i_viR8@`TDSlq;U#9dautNE4n>M~;?qAMgzT43iQs2IO zzLtNO4}PAne%emn?d{%%DCIi87TZ16ezKDL+FV+(W=i`9^zCY!>~;Uc%)KxFL6s}G zjz`(g^!z{5;Nn)oi9naSP_5Ur`mpV3oX%O=$*idD?^{4xMI|Y6`rwLMycTV_u(+>*};y&}+KHdzXE?chY$Xtt@pF+$>28&_*L$ODDlhltm8 zdH56XHhmSKYrCKZuS4kN3=q^Hjc!YeIYF{PmdcYu$dX zXL&c94*Yc6zO=sovAsop8u4~4U-65K<#gmm>k~-9zvX;7{eH@;JuX?E z9wok)6@R9PQ+(Ur{`KiC&h!&5m&MxW_nnSkVy|tkkx!XFcmIRMiJ}+RTmGle6OMmJ zzY>40kNi{r%jK`X8vIk5i^kmk;bg!6a{n*u{^kC%E%o&I+p+xRx3vOZZ}rwk)mYX8 z{?W>Ru4~S>fAQbn*ZhR>^!eKRS^b3D?RC5T7p?!YZ2LOauTTH`2e00czcY2l(l2!U zw2!Y*0iK?Z^Y%L2j!?_72hM(3SKW*KEynv`@?|DT`}XCIK*FLSfE%9+>TO)#<6ADm zm!GSCdNz5vy|3T?vfSTRJ671IQ=C80cFMj-d-LcZtZ6yFQ-5DORQxpg#Z9*B)JM!M zM>cKgzU|LH@t2?4V}5x5|CZ>5Bq$$fozaoq;HIIM=S2j%lTT2XOa0FJ>FsZ7#*J;v z(2*+uD7C`~z|Zf4}GN{PeNs9|rv5 zdOk4AF=IcrS@`*Bec@aBcVFm3;TQ1#JpF&I`mfc|=F7F@ zV|}ZqqvmmPYiD>Y@p14*+cbXpMh8+YPk`HTk7EbqbC#!v7fhj+D;8bWoJ059LZGJ$ z$~V~C(qZkX$1GGtKTr5*@~f^9dG*J2opaS9vH;4x{BNp{1k6uAUmvf((EDk3iocib zuc=FqlTA@0b_60=R^A^wW-qcXTYVURzm^zb?~zbB&y<@MUCs}rZ}zaov%I`_n7KNx zP7KR3NQ_VG_^*YZ=J-VPlPs&nPQBB+4QT7~GYFagnd8cMJ}SR&Z=b&5xPNbhmXFV~ zmbb%`8Vfvm&5jF0=wN9ATlM}DyN^Q11zHN4Z3Ua4^mMOQSM9a_jw z7rb-4Mj_)2Z?u*Eba@WFbuq1VJ7B&RI@9{o*T9Uw2Jf(q8_o%GDJOM}%EQo*n^RfeRw~ewJ12oDcCHK<)&sRhzzg*r3BtF*lrO9cKl9_IyRb z5xJb!z~0+i6`1>g`f@$fqbBzxTj28tdJb#qVe*h~BCiEc|>?n6(JIX9b6<|@QYV)oqpryk#aF0$U< z=6D;NX~>cHIF?~OtyhY9=u!j#0>uLKfIPJTeNCs!g0n!w5tOmR6lc%o(u*bhf+?W+cWc*EAQoARelV=$N|SQT<_}ty!U7y=={B4)C#yOj zkg5tgXLI*(5*%a5lIyZ1vNfJ9kJ-nZ+f!!=!kLHzkD#5w#3=J4025`>OsE!>k~viD zd&tAs2#~ZeRu;tRjWyEHZXC1vF~I_4Kq<2)7GM;q0FfycV&O&QlxDgl5#P-Nnj!=0 z{FE6%Ql!-NMOhsY%~or3jEKxp)TO{02$8Nx3;>V<5f~H^?%qs+lnDc-{U|kXMy;~_ z-u{AGWJzWiaF3bOLQqc;lnI!UtdL898ygsBmx)Uj{XtioEQSpA4qaFnnPT>_`^cHj zZN~ZJ;I}@BjYJeu7}-qM4;`~VoM5aZfjK%u4J5@OxW=4y^Icmweo`+nL_|ax0?s(Zy3DBd@ z;UrlX$kD#NzumQNdXXxGA4a6f8JEukPjC56X-Aj>ULb}g8E~M~Vj__l)@?YCBVtIx zqih<;_#uGDY!9}$sA|4_U+4CWWnt_Dk0Mm`M7-o^Id>vi=mImDYu%Et-t5THQGn0I zFL3nUD5Iut|HM}q*LKty9B|;NzQD_iKN|JB`6FVNC=#TWOWfWS2pp_uC&)--pE)M3 z_NDXJ8Dl@50JbcXrgQsnUHVdLsVI~l6x{=^48KRN3IBEM3mt2ne-K=m-l_Ide@Q@p zTpz7x!lE&-9k)L5Li$PN*=k1C(f3;qF`u0xGWm*5|BisJSjBRz9~d7L!lx2%t_ zXCJxr?Cg?-z%Tzdb)pJG!6`~J>C%ed8wv+{Oj;?6XMtr z?O7{<2B6-*6)}KFV}lE?XDy6e-`YQ)_-84X5S)7RVpuN&{;ourgF_ZgBFexXqqpyY zZ`Nlj71p{46|ttxmpjohWVcc<$#>0^1M_jqpFhtFMj1ICV?UPLkloSpIJfU=O3G^~ z3u5&V?uiCB$9>|?iqtTH67RT4a#?F5M z{L`482wZdmQd#PD?#u<>Wc5+L?f2VwpvoUS%JuPezdjCN5c3w1Xc=SpGP3{2|FRWA zoUJ|j^yj9_QXdLGzg+rz^z5){!1JWXFc&;QyoW7l7m{AJ2K~wUb{h`}3w8hm!tfX| zf}K=0Xlczm&vCfeae^9|2E}EQGLX@;GO_CP2$J&Q6IsPM#UvU~IK@<$&$8+8?pc;C z@dAN(G{Es68&Fz-ynxaSg0QeYgM~}71A`|bG7vkg?)$+L2$yu2^U;>ARM|S^zVDO^ z5T%DlH})UpD<{inEzLO@a7{^L00!${5di@!*_p41Okh3_D$e2HVNMPj5MvzU*1i~T zso5f5_Y(b?XhIyf*JZ7kBnD`?5&9j1f=Iml0*})&o{*I&g1W)~PE3W2U6JPXc$MPR{4wjUS#@;n3ww%!70H zxf_u)Tk=^y5=vN)BYaFB398H+1Zl8f3VBFG%pBpySPKgvW@JiO!U1u0 zn242O1;-L@aF8g{bI`^1cTQ3&Gb7#84c!QE9@i4SW(Z(H42?r=2tV;D%)l%>(IOof z1wqsWCnAxEK;-n91ogBEHe=ERcXR~sKpgJAFF$&n5rHSTWiSwtWI!_?9zhI57zw08 zIcJ0t*CN6>qr;piPRQy=KtuqN5Rilz0$vO0B$|{+n8X2$BtlX&2n4NSs7}dYIgBW6 zdl?o!yTeEpS~M~`%vF|5Or%Hz2mlBYf|#%?B@#=i&O&ZT10%3rm^OpMVi=$b8v0}G zwfv;6l9MtC0TRgqhbs~UMsQ>iOEQPB2pS10ti%zJ>6o3uaqK`7DG~;xAvl>s_80>e zBLr}^37pD#PKQj4JVZ+tLdpaHl4S7|jVB*Z76Yj>GUQA@XtvT59-Z7(iWQu_Q9xa& z+}2131Xe~E-iHE6CbGNF2|u{O7+jDfQ!7P;AyHC{F)&QJYn$p zF@j-G%%qfnih<%mYz{&QV%}$fA`&n}VrH1l8DP$;l42=f1Qjc48KFVxkjSmzRK>Rr zMNlDTPMDG42I#TES`-)|oj7ogY5O3F22h9vF%qK3qyd1gBv6<);FBO*nrE|^308ST z7xxuOkcWr^P@nZsB{qO`cZJDtAO^sr*u+Q!_XI==AV5Sl>=R-FClx}*2y+Z%){zCk zXW*RZfo|Xi(ZEi1DOoBpn{}KI9*p#mAaZ) zWOkd8!(0O>)5FJ_Me>fkq<`w(q5M`E!l~gxS{c-67>YTe0fa36n`R@7Ua&j#rB8%Rni$mGBg8D8C@xSgionWrd@V^nXeVqmdn&lwYBTM;yy zlbM2R>}^JxqZ?|$FgpwrA0D!6B2Tdqgi?et1o?=?0SXC82kpLh2^_DY~g+t){j0yer#s-;z zM=zz~oLCl&h!|$WNFN zA)89^c*dDIO90&W-yi(yw5~-h+B6G)`#MgnvM`IIfSzRAmhGd)ceBH7fJiB+G9!aG z1R#`a)h|h(4}TB&g7Wi&@4dcD4j-LkC}p~3a@93)P-Y!A$HX=w_GAiKzA6k>vfQQv%FsDhd@3w~b4>O4dqSM$jpy;OMe;<9fYY+< z_miG=ZguE=B+v1aXT|tc_QyVuh`Z{MIhsi{1i*fV1mRT~a)M8STs+BVAE%WV%l$7I z_kRAVoGz=##K#EFKoNm>BsC^RXK(LnM;vc+zf(~uC90B&-JgFgMAsV+i_c{|`m*=^ zrJ&sR109AD*%%2!0{roK^w(NXQ8#MuutzOrEFT|8%lEJ2{+>QCB}r>8vH&$of9fk@Tig)7`PZ|&hG6U{LXn$(+8~&)}rer=}e1p zxqVg;&Nw(XgKXCh4&lgGF+SB7j*j7ZManIXpjBnM?&;FNd z|9AI$T8VK9(PI+3Kgz>TKiNs=ILh0#wf)9$Z5kE&s-T5?I_{GkWlguF`Rt-V+Fgdj@gMx>+*x zuZXX#H2Plf!)f`Yp%Z<3EWnB7K{9j}YD^R%SkK3w^*t)XZPAic?t#YR`Ah|1(y%i2w0xxX1-le*q{C~I zC$9G%(+5K`DRLm`H3&f!A|iA42q2gwCW*`8)7`(Ux}3|~p7V&(Z$CfLon8!IKy+Bn zY2Y|q{D~kjIYl6W&9luK6XXjxAQwsNy_32yT8^Pms*rK-W5fVOS%s?VeU8J^fJmIP z>x4>tqUt5GLe>)1##aHODQ(QD9TQm?w7&SA3BqHp+-a z2&wvnIz7(ME$+;GSyyR&-kAj=L~9 z@u2WD@~I6O07xtavhs4`h#2OK0 zL^Tk~LFBbCaqaFoBCW;DVN+PRh?SfZ$}EBbzz9GA)I5gUe2h42gWS*+AQJ>@$x3`R zJ7$uXtS}CMu4J(f-zS$;nsGQ*U9>{_2%B&c0R{&!)@gK@d$MEyl!fQMq7moZL%&}cj+8ieAc z8U3+&X`jw$$T20Sg#o$?b#T^S0Y`=dYa#@tW4Gw8lTu>z04jxy%c0`Tr&IO&k=bb? zxW#Zuq1MMZh(b~{Q}7WmI2*@^8yhD?G`B&_m2^2{DvqutAz_4h24Ep6f?D{TVd75H zaXN)(U;=YU^-xMB54QASj&9neC=szM3;}=~KHkjUfCXIG0HOjx!s7ZI_*5*2q-5dn z=?*{2#ss`K1zZvZxnXvR$3@1ee0k%UV3RX4GchtL60?lrVOY3|rp@6;Xf7wD$2G=} zYBV$yA}o??g}X#SD#R3kVdVJ32S(ita3GM>M6xl{0ZC&mASB8d7}jTGXYs-XjWazN zp#lUZFjzup1|tx#yTb%zAn;@p-pGa@12A$a$jl*_l*T8^2uAZrL?wm_(3y1s00@Y1 z2LMbC4AMTDPiCru7iCrHX#*gj9-@%GMh6cRR-{6~QWiBOn`9Yj;S*=XNGvWO9+*b# zjF||Gm@<=-oWSCTM+aDvBgU^kQe|tGXRAdkmt1EL84hH0|^*0 z9m#>V{3p)~U`6@H=rO-B{3-+lrx_!GCMJp0C>+K|BmV@mB}OX1q5;!}v1K7Y(4Ekz z3`C^DsBWpW8V+O(@|lAYm=Y4gI|^ZJKGJDADMMm7-XB^k)H;!YNz!b(HRB8*Mi$Hx zo(YiV2}AS=V{iu0q=azGFaXCfB$47^%nFx90VBmC)VG$vej7aHbClUC;j}j6H znBBpB06?SwVjyKAA_$>idQ6yM1E|)@1Y%>fqD&`q~XgWL*6nz_9O93K--sd!& z2lIqzv6I#+QaN*khox~6uN0xl0e}vn4kg?(0XU39a}1sa02D6iGMqSB!swXx80{b* zg&5$#{Bhifhy)0fnQpTq0fYmPrv@SjB#41;+uCM-9QWxd@}ydbGe<9N105)zGXK&1 z#`!MTi+^a8L`0+r5Cp>mFahynz9uAd>=Q>|%OJ2!KNtym9XBS>WH0Afo(3=U_8X#; zWN=1CGN-Ht0sCVe4ksSO^~d&5Ewwq38P6aBFnc`wXgVe;f=r=0LxD<)HiD7SX+F=H zi7Ad?L?na&z(malJJ=72H4{@trcW#NCm-W5s~Cb<6&N$!jvN4sNfr!j-8ZTZ6%Z}`7>!F6rqNm!sRaeS+s&OAqox%> zfNap`xJFx;&P*luYTI|RZl)=kfsPo+(*oyC>#39yoW_>X7w}V&8;cZ+N6W*~U^%rj zF_-f2Zs%$MKQI|7rC9%Q*dxc6a?#b;UWMqUfdF)*&~ic8ocr%Zw6+M(5*> zMvv{(p4Yjl+twEOX<@k9}n#8^}-pt$$WlDFU14`+%U4;BG-g7@)?LIZxT~@D%MvY`E+5`@%mV~E}t$}fn%X(KCi=R3`w0i zy&4uSTj37iy(s9Z4nnx+)7*x1z`uiF@`3%k&x!PBrvEcMCetM%dj5*Jp)CfvUK2N~U z>5+P{qpjJ(^h~b%3b=_pn8|E|QY1(1=+6$RiqZh{O!e0o_84rkW;k)~3;U{`) z)LoK1Aq2*g09Rbs(>~_YbNTeMz5RZ?zA6dS7g(S5{@uA87|nWnyt4H=kAm4P8G|WP z79S~LpxQ{*y)LkGe5Srd{KfqvuRmWt=+FhJVhfZGtO;e#Vp4m0^kb8ClTwxu%_Cro)G*^gdRd=$Kb-JVFU4fE)?JY=?d?C(;2?RONxZ()3-Dt5gwAtL z%Va#ciN$-U!8z8uKw?HjgyBq#Kw=alt_G4`m~1^|p==J`gm9B`9KE+4N&qI35-#^! zXK!jv3~?$VWpxmL8zBH4V3*tk#HNhqYA?^9x;Jbzjlu!ViH432_MDkml0Y*F$H?9! z4$u#*4j2G)5mAunKKqbOiNqW2Z5ViEMWzUgF-i(zHKRVp^u%fevgj|D%S(MBv} zBz5N6#^Y4hLXws~94aleP^s^09t0pvXc(E$Mg>^T*&iMdKo(QfNf(|XJd~=lfx$Kb z-5`9cf`#UHi;1K}3<3!>0Em#Wn-7bHkdu{_m>nH#=5NU>@CgXf7axpc;W+Vjn?r(E zWx+Vy9gwx0&T@s!Ij{5W-^PAF3IJ9@DpZG4Pz9nHXj*_vu3N^Wmerk|dZo|`DHY;v zzLFMMwOh1lY9xkb%Kfk^RhWb*1IP3Pi$0bDnn*JsN1_d~#KnN9EH-Qb2wFn{GEjg# z!3w4!3t(bka?Xf3pvSSm{BeH(&yk}IMkMwEsS_=55Pqi!!j%A91_LlcWg=vE8WX~y ztVRr`HOl7XeOx(*+kkNjeHwBxnLeLNV&!$M^Rf4A&C#(CMFNs(xohdVVvLHO>EHk= zP$YzPe_M13c_Jt;6=JM#>1fQrOa((z9F%Ay%D5<@C3M5}{_JNguGAqbi*kvJyKH5Zvg_`{K$ zk`qiE$}u>J7Bb1?v`ib`M<2PZ8JNZxlgNWJ0tR74rW6Q46EsXDOaO@0D?ki{!P*3- z5Mf!chPSjxM+jk{gqdj`q5YJa$QS^LfdVOJaM1M%pebtr1=a*0BGIn7306&2PGMvT ziAmW)*JJcR0FglU5ox3T)OiBAE77tnX`JbimT8dzfJBs$i5GVtCaj8F5D*bD zV%S&K1q5J7MgnRn+X=ZHBfN?A%twSF4+0>Tz>&Zdmdo362yXtn2?!BNt_82XiPyY41}48$O!?NnDm1>%(4P2gku~6um&6& zuxJGB0WedLHmA+U3=M11jaJGkp2a<5`c}a+vnc9H5eSNjV8fjpF)@=Ml>rc$gfKBg zx1?t@Pag=KsRK8#KnWhWAOnPYhv{uk)X9jzoT1g<0|B5g2|GeUI__pi z#Dip2S*rqJM!+;mU=l_SOM`SKCE=igl0X&QA@gF@=KuhJ07*naRPn$4i`~hn6k!%X zB87TyMVRAKOaf*2`BjU%*4W^>60d4w*XJ{lsO7? zM3_>%JcB-@nA>&nu1=4EE*!S*_BWIhi(KkBXPl6F3p6B4Lh9g!;e1{}+OED`p2xMJ z%|r_$np~JE(&w=q&y#Sn$MqTuw#zmQ`T7{=6$;BzJjzH)4Xfg`B8dm|VKyw7G7Ms- zBR?Cua?V(<^+$XY=g$h)}EsD1iA9x;ych65F9|reoXX+NUq0Dsw zvDx3=n>%*y2hj4XrA>PQ^vb_&u@zLV#d@Euxow3{Ra3xxS{#Jjg4vKGc2Cwg&Gh;F zzkar#)}Y7o0pO(jDbv4yXeS~FfJh=j76(HEwiHTI@$C#E9(=T%uA82n@pGfDCD&RX z@b&7~=X}2PD_vLin4uhk(X5$|$Ym+q0EbCQOc%(3e{`u-FC zmea-nPq*_&T$u2j`60glv-2;wo)L#L4><#u8}9tL0T7o>l>j8OsML+2;kI6$^0e}_ z@J+x7A15Bn45GAa`LOY1##oYy@5=&r6$N#V!+-fvSL zV`YLmZ099t3&1hifq;X| za?Ib&%@VnC>3@UZk}{x!gd^M?8!o^eZqUO0@O~sQCW!Ifty2Po&FR!65>u1V|IN;i8UVjIuElHfLj# z&VV|+P8Y@$LLf6*gTNA|r2!E~;UO@{F!gd?x{bjzZ9m7*G>G}(me=kU`A$Tll4Wrh z%)lp`S0n?-@Dc+fk`+2MCZF>`oaf6EQN15+ctP78&CCY`G9|N_^>I}5!Ya%j2>=BM z&G6pleCnci@W>ewERYr3rg;Cryg;IjHYZ@pWFYf^K#@T31VBOv!a>jv{w_0+>Qp1@ z#0%dZ`!WP(y!`dNx&bHohv zgydpC0x)`rrsx6$K7%|Ngwky+Cpi-&Sh$(ZNh%6ugQZN&eNcL^NeRqo4z?7)hbJ0s zg9*u4(q}34^Oz6Lfe~Oh226t>?eGdQC4gcfXMsiNDd8FD9ykmP5jcL>3g#&zD>)%0 zc%TG9A|eo0Dh%Et4h*lfTr@?JYI$8IRyTnpib6o-0-mSW-`>WNTM-fJSXAM3c~ep7 z1A;IeWgsPrvS32}Rk(SrP681_|ylBNq%Q&S(|{Z2%%Fp%R27 za(YH5T2<6>8ail#hj~LF#tIIQ3pshV@N_NM-h?%9 zC4_+V4Cf@mfOMbkE^I;+(9)(I4NVbA`N;+nGH?TNHv zP2-Ufpj?V1<9ls%Y4-F_Sv}NV3yaSOg;AcfxNG%}qTi z?crby6a*l|3{;~cA4zPZjz9xS4$crMvMnM|il&3RO-FaKR)~OChj4fMfyZVNWOHXq zP+=(y3fl=#Ylmq$&+eQNt})k?rIf+(y}b=NU6v1&0I*{iG%3g+sLBB`(lIjA%}Id~ zrIAg`66Z}{wA6qcqczxReisoChcI{R)4_9nt0-BJ7>tub~NBaR^TqM0^R~(J~uZrKt_ki2t#vl?JP>}%V-ecPc zRt)6m8g7Wwb&k4E$xMm|k6WPNqt??4z5FMguMtRw>>aE*RD#R4o`-KETF1H6D4CCT zZ#nhlv(C-N_rRuQHL7-`^eJe|)Tm3A4R(WAX#G&lFZC^jsH!)4Bk{Z*-yN|ud#`HfR z{AZy5#r6MM@iv?!3)7C)+WX#PtFx{G5rewO+<9DW@;M$WASDWW5jeOJ!oy9>#jr4R3;!TC_dU66r@~Mpwmov^{KX?_ za_oqiF{Y0+oGy1M%lYCnyzi%T$?3N~VSAGJ9bgSvVy&Y@@L+rx?xo9^0;+r}APahn zLixn@`*kdT2Kv19{~gdT?eZ;(%Kj&zf8?@yc_1n~GvGkT0=2zYP_FA<*v;U6%{;{d z4KNJ~dSS>!BM1(p_Tl)qiM?*yb{3Fg+iF?^YiVoPIpLl0PM$oXlmltR6UV*en61A{ z86;Z}w%E(|g1Qh39g)W%4q2Vo3FAt(f{D17lkobqhk!t60H!FcfLsc9oVP>obp5m% z0q);%>?$krl3}^OM)L>-mOo&X$c{(1W+m)+Ekr9^22JB!$UW+he z20`eI7%}Gzh-5DW=Ae!CHJ!p&0!8Q^nL1k{PB6o6gNz5X~jCaJ0(;? zgZS%rrkJda1m(n}Zdf2He3`RDT+wD2P8UF_>l1lFJgj#XDa+bT4|f-3+c6VB%64HH zS~!g*5Re?xa9BxZTxx-Y@n{b^;DnuaRxe>ealoy~__Te5L>~^Rm4!vz@ECo8S@qH( zV|3&=SMAepkN0`$kzS-E`4PL?g-8fJt~-4`nR##Ktg6J$_c3IlK%8M?L{1Y0PNAf- zUOb>k%wVtyk6~?2_oe(1qNIaoXFd=QmwWO~vrf|nnoKp35J)gYtS?Q&u!|oR5#@|{ zLVs(yo0Md*u!tEHmbUNvT&ZUSGegb+f$`w%swTx9l|oo6ss^K_SysBJoaeFU9O+Jh zl|_(hKR7eZh{CfYCZRe)qO&>$d8nyCxd$Y=;&$urB=EKn-$P9H+DeE zG1SuxK<&jlYdf>@;#7{+Gg6$T-F^c|=D<^$8vg90I?%34yd6a<)Q zPMpM@;y|O=ssrYf06{7wG=We6228}x40S7_avb&Awa>SUXC?w5ArbvhR}dM}B4 z_>WPM1I962PRJpc7=g}|0uF#$BQu-&fp9?FZS+P(@u$M7&?l$~ znKB`o3N-_DV*CHI^e0WWBiVW-xLZ{PPGe^Gx_fxUi&rEwnIto_8mS!D|DTjdrIbik zky2zb`Qp83-2FCYcFqBys=KLy1;!Ww0|oZ}zO^D05fj4LCe17|GACkEVPy0qFaik#~xGJ6F_!bd?z=BEO6dvwKP%g$g%`~Vch8Y-WiGe-fHM2wPj9r<<6M71B z1g2Eb3Pa~2A~Nsy>CFh+J3vY0*`kufiT zBl#VWArH43_`w8FArZ|;hyv!wZna@+@c!mTHc==z!^4z86%Re;zGJ2)5Ef*CAjmq; zM}$$%mOzn`gE@ui{5WtT5hrmZ%%nk)B1r>rP;u~#~d$Hr|WcOTOtkr^q#!{J`?6L?SmGvIfK%s5NAD5(HrAVvaXB2gw1 zkJBaZuiQ->t1zlMxf8FDA+69N9s>@7)HpciBg^!G7!e6RiHVZ&*elax5deZ7Q&k`u&O#jz98KcnhjV#=xUqKmiTu?A z6D3$e3cysbR`eTvlDuP#*$X=Nu&G(2s9|#5`o(TS`{$%CZTc7TT}!W)ieCSSCZkqrw*Q{`8=k@>ct^Qt|TyDC@lTz7^ThA7-lM3<*A_j@yik0;aN4 z9z1#V>H)`l09o_wJ3MGSKO;Sf%Dv6fkt`$uy>I<7eJ+=u4K9GcWBbnV$O2O?n_bGS z%kh^ve~5y<=kB&x@w@E2p80tje^x@^nH=ViVS{19nCtV)eO^OOQUX2010oQ29f902 z4e-q@z&xCL>V7`4L*8#I_S0Fmp`N62*8WBqP;6AV;~?_YYv27ky5%yo&V;hN3gd;| z+g{=yZvGp_JLGRD>`D<&xc!dnXKTMqooW9adyO2)cjD6zJ)`O-YDO{Sk>W=3E*XC+ zQ`>PW2p(1Y<9jB{V^H9IhKX2xN(=h^OUb0DkO@I?B4+~m1(j_l3)q+-B#hr1jvY&+Q_;25zOeX2{@$1n2w-S(Ec;$$|jDcy^V@!n@eH@8F)h&14YD@tGM;eX{h1fw}?roN%#9T&)6w~6O zu+5pHNX?)eOnP!!?lrU_^-mLiQ$d0OQAyaSWzz+o=Wq>C)d}`+7>d|r?TeWrR#70~ zbYsw>3)*3jlMNP5#ejgBJo$j7ti}76h-|o&BM*Dfx@UfuRu@Y!k7>dT$pNI>;(3j zbI%ZK05Z~(2t*T0!9xYJ(CE`f7hJ&8kM7A% z)hmut1qH$rgD`mjCNNBn1dM?6%uM8%2mz501QARybpTDd;^HA=IMN|tnVx~*qGgAi z6o!xvX(Q8z6Q&Sk09c>_Kw=mH&ghbrdT9pYW)>3?4N%a|9xXuyqAC*|&W3r|coDIb zObW*cib=>wDhZrG02qN`;DKqFQEATTk(q>~>M0;fNPa^hmYNz#kw^v#%*y-6Xacz~ zsV7Eq0*0)HFf%zZ1Hl2^$WtmXtd0?wNQWZe7%@hf*FGE?a&5R4Lf`jW%x*0z5<8BF zZqr#C6_?pBXjA|xlULycMF zWdk=ibQ74&#$no^LAOVtu{0KfNOVXGKu97;fviN0R4wk~*l9dk zf*n0^MsX%msVc>69PT}%T7krf8_AJyBK$1%$IAbrSiln^a$=%;hDGAb)7)-ulK_<| zgv{rNgkwSgNS#bh5VnEsf-wDJj?94M6wYZhBaRJf**L`v51ggsgmOfbxQ)}I1TOt? z$pb87Ym@(OsEhVCF+x`Cbd0~|^CAmqKGIIpD^Bmbl zna@{;oQTb-O!|z=+gyEiWFn#ob_8V>g>o5IsR7gsF5F^Ff>}xYoU5nGNYNM-~k!;B$f4i zzWm=`Pk*)XWj)?g-H(C$_yYLySm!(ftkvaI1Hwm)KJE|rIol#<8}Enr@2g;2%KLVd zA1^Iu2HoPg?f#PWBoN`R`s-=mq?LYIw}H#o_vLnjE8#%gQ?%ev{(zij8F9|-FU2T9 z6X2LLx}6g)>*;MPm+Vy>171r%&MpOnfWf}!eYO3C+Lk&do?V}^4R`~Ns^|5=F=MC0&n^uX z!au!@|NZ;-Hs)EM@6Y-VSN^oLYklbb^q1l9&u>`TvOO8l%lUr2O%K}oxKGPQMAj&@ z5bc9PWB}Zw57?d-F1By?FWi3OpU&6U7&E??c-!q$=k26&eDU!UanX3b?YEF9CywaH zcIM+IFukJb8Tb>;U(5ULo_|DW1xA7)o^cfGr)wTkz5bgfyI$k&K^KwF#h(w_Up{#ZRMQZtw?RMPQP)%@K zq5tY7?g6*kUdG$!=Vm8+pWpt~@_&)=j6Z??Q&P?lJ2Wv;Vd6x1hR(QaeshcGPQMApf>TU;1!w))NjO)<~u9saK!(EQs;_P_7KYE3J%|Qsl4ZR*d=ke(C zJ|(y=$ZWlvJw%@^(jRwQ%f^?lWnK6*KK(G2>akRw<)m#s4JimxWUUnMc@qgI0SBQ{sgfIC#gBd z*z$O#I}>{E(1+)Y>>UW#H7sn2f~c&TNCq(y2qE?96~308al7yYF7KBTRcK>)D$9D3 z8^Aju=w9%U)>mk=4w6!+ASH879T<~~?7Tf@qO;Ot-yb1SRW4j|O$QGMC-aEW8%t}g zKy-?|f}hF2k3I;pmTL1^nHVrk<~K7XAbXfBQ8s?F-3sN7<+%c zXNaeUKJPHPp=hwW^pl$;~mQ>^8&-7EkLqcdA}U1+|uh$=IvVhZ5|7{mMdLA0?$ znBwGwwX`#}_1*uY;6lXWQAjP$<}~qC;em)Cio^-v88Q17ce3|QJ~z2iBIe0so%!|H z-uzs5>xNvI1XGl;YE+HaZ6Z=-3Syh-I3;(<^Rk*HdP*|72S$P?J4+CaghNZ7n_2>w znfky4kvVOxSm0(olp6H2DVa4x0*Kbc!JQAUIDq?FUikGB_Mj zP1?-72aTlF>5{l)X2w0-hEFV4;2|^_CaVRSna_X*e@KTodcvDZoaR;l)%j}!%AoYL z%n2T0MW!xq1;v&7uzey!mT1veqg!?-2;o^zGp}Mqhw%Zu>?3^$qn1SH8J;ER^fK=W z`)-CbNDdTJlAQ4lR#p{57N8_T#DHRCa3|{IBj=$BfbQc6)9VS%U`zl)cXyA#n8Isc z=D5XxAdIRZ+|?#Revj}HWet9DP>$*2oeZL8ren4Qa7@Ycn3m({8`@X_N@*ToMh2_# zDf^oF_m}`cav&Z+haZr_s8}E(f*rvKKp|SEZW6N|L5SWTL4y`xdO;kPJ<|gcQczdq zmGmvgOcY@RMC%i?w%YFPLb%cFoW=nN>XZnu$2a96`eceJ46H;e(b*sW86XMOV}^&+ z6Hz!Mz?uxE=p+Fks31g2{1^nr07#zTmvi+<#)x-1PN*a9lU#`>`d?F^uQC0c7e5$9JU|l$M9p! z-weK+Sm)0JE^$z^?oJR?klTYmFTTDwHyDQff$<>j<^Gjo1W`9VW-~qcxg4v_b7kE5 zF&4iZBOeY>PDhfmXLg4BGxv+#==KGCr;5uQqw)BB@{)LeJsrm)8m#Br*9u61VE{;x z(5FY>N;d~a`myED{1Ds%MQu6lnZ%(nm9d^rRBFs*L*jEX#|iBeCWKMSELT%YPboff zajAwGIadCzj`k1fy$Kd>o;$TyS&nUc|Hu8y>6o>@AV}(W5A}IAe>h#=V;+@qU1und zyuy64+jjV(A;-T#mm&pCE&m(Q_RiOVXXh)CLhLlRmU8A7;xkKncEF{yKd_vG?$W+c z-Vi0=*>ho)g}GWQ+w(=Y!FEUQk?dHoT7BA<=ll6YOQnQW0AtQHzMjU?TJ5GcE3bOm zqy&tB!xt1Q|NgQ+qo3a{r+bm+d`{f}CeSB+s&}-9A6XxXkI3L&fSeG0xu&*d4V}G$=AY%I^9{?_iYI*Ja_wQ<;JHp?1}F1zi}Q*g2r3=x9&0drM&#Xw|~+7_ig5quLT*$ z+j)QgcjI5*Pp=8n?(fI#3jnn9@1*_!Q$FWb@xUqCpW4x-f0^^G(|haZw|aV%x*W&T zeF(qY&;S0{%l~|S{c|}UXW2``Atx_CR{2~8F#mtn?H7fA&VX|NzZSb-{(nCm|M@S^ z2jO@w>lFHarv8k4+&|y9qxzGL_I8W?HXFVxL&%S%z5MoNTF17mNB{Bd`;Xo|<$;&B z4!lJ^it#M=%sJrl!W^|X5(dbjjCR^N7-&#=z+7GYt7i-w(L>P zpGJGJ(5K9|!pl*gx7zGvW$6u>=LtLXUkLw|OY`|#e7RS~{Nty8TCV{w$37nWz2-&q zWnQjuDsQ=AyiK!_{|D<){9oI!q(3*}pZfXz?K^0x^(3g;)Wiqw+x(YNmXr$n{d_;p z{n7WonZWV%-+NqaE|bYb5l(Z^Egy^hvcJC;W8KI6{!8}P6!!I}@QwDLWotD5YIzI) zoc4$GevCpIH3;1xEe)r|;*t)(_qB4g8R-*iz1~FQ=6M6i-^|_g}u# z{r49>>-8PhL%v?D$8VRa?)~2Xx$#2ddfUGIKCZ04yN4Lr^~{j|J_(-wp?>;z=kI?z zegChx+-Fn2t@(I%{2Bd??LANZ*UGPP60dUf!ikUn(8{{$U-9?<_UoCx!zJ^}CGyvw z{=>TM{Q8UOrWaj$==~@e@5fW=uXVguZSUc)_U){G>CXKbEX2e2y*XTEErVotk7GGZ z1|4%|S_4U1{q!^8%PyVIj|Pvn$1)etCNJyDn?oQHfEzsib=>}!^6J04|37#ALwWvO z>{4$3axVYBGZ8;79YO^)ZoKZM-zDxe3}R{dx#z1aKbidTZLCR$$gk1A6<_8ffBX6R z=bxlAzKptTVEZ?=FV@!!UY_q-y*{p&em>nlU;on|&&SjL)k~SbZ*Pn5`_Z<5xf~Lk z=5b5^UgoUp8XX2vc2;IB7Pe9$9xPp{T@!gvrwIeuXX+kuWNLX_WiP2EiboGzq~&B?RHwSB+Jok zTee%Zqn0d-{^3vm+~D#3hs&@0iN2rn5!c_T*k4cmMu+KaHJEJEep@`AMp^sv{&=(6 zbv55_-X|^9DlYxchubuv&T<>{Zepv{AOBA_;;(*s{620=ZRq7!qF3rS#=?naqeq9D zQ|AW9j^nxhKVBXtzx^}LQRtMY>U+zzT?oU7L^MUa|JVZ##l302B3pw_b zjmeq<8rioMzZ}QJITu*~%YhgtO?8hAij=%Je_X&S(tYMT7P$V%`~0UZ7V(2{no+>5v301J!1-3!D>4aGUStwAGhzz<6kU(+17`7@a}(H z%NoA-IYce#)N0L={ATdxuBH9Zqr)<+*?NQP;AQZBB%xlQ)_qiT-wpGYXu)UWI%|j4 zqr!Nqzhxcmvxn+2u4!#-Cpi4_{oecJXI@`S_sB2mk9Fkt_!;HYV4VEhI)73Bp1B9* z6@5>B_s$DZ@f`=&!ZXL?7bzhHqnqC+Sh(cQ-T80s?+SOF1_uLNQ=X?T=lfqSlNTpV zL*K>bn)KwQT6#w`jmfhIB8kv&+kSd6be^e`8mbhX>O1$GUpu8vy!J%2_bb0WUvIoL zybC`__TXd3?H%KxFMIi8@lTf6d2AWX@Cup#G&_RYnm)EE3tlExAfc>%x`2a`<4)#O@tN;Xx z;9x+IX!!w?!X#uMWtzl6OyP`hI#DIdH2@sfjrzlOdh`Q5=0fdM+Cz~a>AsZ0{{#`^o7#I_0 zB#^h70cIAXC-X;>ltB=XKma+@bLO>xDf?~Q-qik##!6fy{zktz>hv}Jv4)a3Nxfb5)wj$ zrBi}?CIg-LGtF+}4d5OWnF3e~pBhwma)XEjsLYV42GzWXOe&lX?ihvv!DUEDau7Ix z%-H` zw%ib9V(*YaggnD-B!L&{7!J<1mFV8zGnZuKP=cB;E!3cf-!VM}kr)*-#Yv5LT$Ez1 z9yn%pw<6uKJ2clhBEV5ew2DH6S?*a4G{MNZ17%@8HwLMgt(T0^V}xf0o3ikd3j;;W z=@W{7#FY{?uL52RYbn4BnF|ZCKKvgx zFA}C~gb6rO0~wiafgRB~6LLT%(?QggS4be1T67}$=o5QeXzT~fIq(27OaTl6Lz-EB z#rhrT6^m%QCbKYTLD-%tKfwNDhW82X7=cs+s0QJT%zV4eT^St|&ke&Lw#9Zd3<5P-0sO=hM$uy&uPy8-KGU*>^kw)~CpxfdXd>>hmxFotej0-N^!wUhKLC1DP4}evu2@0w}eZcAcxP4)lHB@z_ z^?l46;h6$|%%5>tP@jq#>%;waSGZN5>K4W^9U>DYfXsZqzaD<81(d;|AQHmJ>CkcS zWKKBE<`hu=7?kHl%fsC;5>kT%X^`$g#)oA$e<0!0TA(zl%K*%~L4=|jWI~Wgmc02+ zQXS`(WDKE!2!0&fc8ALgy5fX1a4MM%A4^P*@rzm#kOZg`&d9CDacp@9f5V6bra@cbrCgW@*0v#Sw<^ z=&+Me(vsbgyFP4 zW8cIEg{%HW^2xT>WdLSnr(8JGjYANw~JMv?fGE^c-{uBI^a(s^6Zs#|`tgsyXjIzS`^v zPdZ;MA`Y0HJ=xhaI^^x^-OK63>!%p&L33H<((1;wfBSV(SC;z7Q*HD4IXckm{dy{r zA1rc~x;7LfGJ*LcqVIFNm*c!Fxja9yW*WZK`$~_50|7F5q8h~3M~Uk#?)TU)jJ2GE zBuaem^LK1v)1c3sTax3^tB`6ZN5bW#B~NG}q${oFS#mmimvO9CwQ^LAp4yd=8s#Gm@B3C`;hFj-#PQNV-p_2*6~O z)+%lg4|j?%gNd5@WE66{*}5iU4J;13l%nkgxSDahFD zr|X#T%Uhp#&3*QKL*0>_@PxErWvRP)iIu#;Fhe*brcof{vjoiSV-V2!dJ#gC9JUoW z0k~?>a}BFhbf(NXmg}{Q0L0Of(^AvLGlSwMG=S)wrql?V2axl8I(mX7)>^M8FniC3 z=RUt%FM26@_B_Vi2c`;v^4sGP${;)gfV4F&iV5RzOs!CA5K;mb1O|ioy}r*qTMUEk zU<3jkg^wJn;W^DBe1@i+5`V0qXDs}kDRhisVtBf&Wf2at&2inpad0Q$&AsDyQeWY`U}8t_=>)yp9t54-@Zh?x;_5N1lU1cM_PeE75iU;?-yZ7h(^&GHwGX;L2$Bg4=aq*w?ski$V?I*-3eI;s32l8 zCqhzlNW>iDU{=OW!c;nenR_zf-AlIF#1>A++Ho;l47Z959$_9c-GG?5ATh+kB%)At zA(yu~9^pr+L3s!M6zYFk!$jtRHp`uyR(~(eDCgMws&barA9GE4#hW>ka(LgWgln287+OoFPw>?8ab z!<>|oFwHm#sY*_8Oa}(U$k#q7QZWD%0fZowpz?sm9NjqFOA11PFlDjBG9wToaY94_ zCL@sV7zQv5vx{Oz%%~h0+AYCdfjKZ38IX`dpjZ+G2tz^m`?Erf>Eu(OLS%yHhmu*c z;*TPS=fiVmCb0rw1X$xrM0*T$ti>>KH`%*2K@cPXWX=yLF#(2Kao`X4bHYp*NQp=Q zmCzHW*)($|2EsrGK&Ap*Cb9r2gZRw-@HHSEY$hnF5D6k;hR#=jE&-ehNnnnd3)R0> zqSNz&pY0KDRijj@2om^Viw=kh0qGv>iO}*qx0?R9-6effik)0Bmm22@nmUJ@el(S%0aAW9GE8!e5-ze?l zUE!Pz@US2$t!RS#bl`{(!zPqA~YWs94S>Gzj|G0}T==K?xDblWd0JPFRqL zASsdwYqC z7(gA$u=D!69FtILON|bAM7rZ}`!#4oL`*_A@ab?M^s%K) zXp%NNGgIN?IMx*al{5vZlv;|8!#$2+w_rdWjGhcZ14w7~$1&G&;RK5O@WM@?R1Lw| zlCTlCoZa9N_)hQ%^X0C&FwxvG$3?Ug-g}Y}@?qmu@N+R%TT-L+Z56!fk1_+scKp!v zQrau@Tg0+J-ZM+mXCpKIuGCL5NwiIefJkP_@aVT41}zKo=`#WdtEwk%2$O*Q7$m(v|J#ncvdwRzh7}1YypGdSYY8oqDKq@8}ZKPBcYayM8G!r+% z+gPF-d0zsaD02F3$~UjawVmY%=r3B&kL7iaJkx*Q3}8RadOD~|fg&;hWVmCmy+cJ+jhHwv z2KekF-yVe#3Mz!{qeo(>6&BXxJ}eKC4YV_yke19k`zvM1NuKJ5@HCDnYJB?i^gm{N z&EvhUO8BG=PxZ?g-uvS_B~YOR$e6xuus<3=^lQ1uOc`Skb=9hoOX0jMJEONEByBk# z(rr5)-?!yPmWTfQiPz?HKjtk)<~`>5ND{|2PeQ9gMeMr(I1gZTr6V}Wi+hYdyZ2KP zPAaId2-Q4OIsGKPU0av)f|@Xo-gQg7165jvH%oK^;?*$b3?}AQ`quu21Gwo=gO?Hrz5tZc$+Y8Py1qSn*^_Tgp ztw?sk+oYlR8A)du-%3riNMfwONSI7W_KNM$=SU&TSRVgE{R_juT*7!_ z&5DS$jOS>3XPs1WW1Jjyoo78>zan{3Vk^8hSmc96_{3Gf)=C_`-yUef39}nKpA>_@ z=es50OxPpClYywLOVe6sfgRiHc!cfGS5d;4m?>-~hmj`(lncFCm}L-&(3-RcE#3IV zr}Qnt2(y(q94(w=luX`xLtzwmncAFX%B=l$J2^96LYAP^;=rHY)9<{TPmVb>pe(Se z4E6AAwJ;<|u$6X+L%zK=YCmduasDfmU&Cg)z^J4d>pMZ24ZLKO>=F>bB1MHCcb?Nm z0PrG(1ReKO=P;iWQMsrik)S2}OekZg2*~M}fIBlU4MErTgYcd{5Rau^h}uRj0f8r~s6>Z*e*mHz3MV z;TQ*(L`mDC(WTY4+uWudI3G2pgl6YOBEp#EtVp;1m`40QVO%VZvjyO_U&T^ zLVb7y2r{YwWS0l&4`Dmue?z#>`3L2n?(tuj^OaCZFk<$3H{0^zhPjp>$8ZjY4tOMn zbL*8w$R&*c0MZO10*t^2V8_hhz*>dRlrYoB4j2}MT$P!D7=(eaFcWwjoQ61^4*<}T zLX;tk#|Ru*P#iG28dZ>p&9Wy=XGQ+#zCnCAELji}paX#WG{gVox_Pd3S8e5*@qGA;a--8OG;>!U5955ebtJ z7?H;W2O%y8Rke zSvtog!h)p4fj9-HN@Q)jbADjIFgy@UAWFDBpFo$C3dczAIjxW_;V|AA3*qWn5fufo zj;ycbtJR!5hi4KFnUpiqj~?VZT2e9zViFL7P>~#ChLf8E01E*cL!!S!00dwL5nuuU zW>8-|00{%;gfY;K7^J&^8=?jkBMv0r>#oska;ow9>Ou>*G_xM`;lRIGk7AOkjZnZwZ z1(|_LB+T?c%py``4tB;=#>C(>2ulNS8+*2r%rlbAiBM<(CbR~S6fQI+1HyX-5LN>m zW&z1QIG`Y)F=NI`ECC34cXVMvpvZ(3Xn;M2;f#flfdNWJPb3V^L~sC#fDegFk^nG= z6NKReHo)Yh;egD-C21N45CY|hq3|F^V4aZ`vqUiNncMCWZWJH?tTfRx867B%6^O*W zC9qpkl1M4n7A$>OB2<+HSUfXqM?eOI2eda2wl6v*Kd3NjNzAP%$43^xyi!yy74 zi=t)veV9T`#I-V_k}Rc3go&Xag$7wdY7wT|29QHQBT}0E*L3hOB}haIaV(C@g(o}k zNMbfccX3pRQh_$h`{99vycR_s%m$zIb~`pAXr(qkU>*~X=@AGSEO@H0CWw;(DA3tQ zAH65XrmgX%E|)&PPCueNCj}E#Wfh*#&F9h0^+(MG0V!+38GwC0`u?W*4&i~0=zud- zPz$6)I+F-C7I1$XG|r@)pWpp&4N@`L`xv{;JcEDNmC0u9RQCO&x@6YvGqPSA7MX8P%^OinL$Pe)}E-HcC`!*A?C}8mi zA~BR7ApjA<0q1GDkNhRdNtY{;Dx}W?`WE)Mozmoq&i}~q6w{Uy@iLG8P01ZI<~GMp zKEoZyYt8ghk#Hu7r3Crp!8MeZ^Y7FCI*lXGUADnzs{fYe`*;inp?xx?=kS=Sa!QEg z>>V+I(9#77NerS~tI!gn?lD9uN5o9T1J374ywVf^vP^XIX~6e;K41A<^WpQclM!6c zvbNGg2}GyP&a=ZvfP+z+Gr|l+Wb`mfbhVlGxZh&WoP<1!l?4JFDDXk0VL=>3b4m|> zZ}z%ObO~-0SdM)dMWIA+Qb-0UM3-t4W|IQ2ZAoMIg)lQeu-d>LJd1|3{qb#CB+}mY z2fJVD;y54U&iA$Nn^W?~DHs;Rk+wR@9rIdXzBafJ* zi?-!dPNz}oL6YxVzK)sGEi*mM4vQcxmJ7TKzW^4JQ(J*@E9jNv;E0BDUdriH$&DeG zn#$#L+D0NC_vWtB@v)EXd)yz#L*erus;WF5HRe$Q)+iJMG9qzhT?>go7bp}IW&ABh z-{xZwr6-RevNfb@yYBl#cMB-<2KhMBW=E)7P+L5iLn^NdAut_|RnOh_99yf;Qmff< z*uCcwdKap~Cr7hx@pe<4uvnkYhEABt%tA-n0SKb|Q4OlL^kusrh)F#qAnj{D?ux`z zZWDS=Eyx6AFGRJ-M&Tnj0IR%ScsXEWA}!_Amf9K!JEx+LfJhtN3FZKwHYrWY^5N#S*I_&1OHj=6FD*47(^!*Ox^8L2b9AyQ;8 zDVGw+!Dw^N_g|0v)dP8L?bL*3x5EZ%Z`8fIaq+NprKso$T%O*wSU;MDWE3A6W4unhgPyB?UYA#tx_RsgP@5<*2@po5WSRp!WL2%4JsiwTu1FPB zfE+SyjzCIM#$JK>r2YNvTvS;#Yh3SnIg+MF2OiFS&~$qE!1Rq28?z+U|T z1eT~ph%z$(a@+RAs=_+y*a!Ae%2-4z=SfzaVBUAUpuF5}X{=*@!0H!f8 zELp?uacmSx7=nozk0bh6xLivi&MoP%yZUV={)4l|>YYg{expZIQjFC1wy&ViGqbjcJhHN@135SPy7T zvWfNZ48SA~5VSGzNrPaiEZ`C)U=6=+>pOIR?9-=P0*IDGhKRsKNQ4BRK5Pc5 zk`%CNaVQ`PBE}5&1O?iU2YLf0EFGB$UK&G6ShlmCV)Wzapk!PJN}yylX~Jl@n;%mS z2+JeVa|0p)fY1*wP$GB)!URy146yL-K4Us%9-NS!-DVu8w2G(*Nc4SsZ-|tbK?&d= zc=~bBE{i=>Ufw4fL~ zkDfhYM$QCGVnyYYbXH7|-yFW-MCKECF-yz={sJDEj0i{xl0k$*b9S2mfNmlpObh^! zp0sC{3`HbFLxc>-;DTjZM(!MwM}lTDMVcUHW@cg}MU_P*a(63HEi5d$hPVMM@g8JUoYlmh4kNf1ex z2?>)U;v?vs-~gmTGdK((=vSoh?4;k00PP2+ssb@ zE7I=>k$877qu0K3TS`^cL<4lRnQlCC{=1|vS^rv?*q=Fn4EW~sPqPEE5h`F3KxP^w zV(xO<_d~)$Y8QGSR;i0F+jmS);RwVacFUZ?DZCV)<^~FyHYYeQ%oQnY76JqvCNl>> z5GFyO03lE$0R|BgVq!YX3aF9nZjm!=8skKO>tY9jR~i83Rft8?;(FXFE+}QIu-8T+ z*>|2JS&+hErbi?RCUMI53# zO#!_c88Ts1oagk0luS(0RO>14DsSd{pLeFx%7scDx%Iw5I#Uo-j3iItBn=3}D3pL! zDOMFFLKZW7XGug)n2`aw63H-vZ3AvpDyB>3I$^=2h-(3zLvz?X_G3p~c|A{&W&DWz zkmkg%jvZyxHTye98EHyT30-B#sGh7?ni<*gTp_*m1wTo!3U;!<>>tDhn0& z2)?fCJ%5el?qo;IX~f#(gm@|RYpQ1ZDa9kcfp_vV=2H55Ot6DkDnjy{(Ki~8{KJn1 zg_laWhWkiIhOTwV`|#;wSbs>OXZUd!?~2!fHr0SfwZ?HF`T^v0pTEtxxy~ZzsfGCJ zHTUvL>s4+;zHdeFsM`@YeFgqz^Ao{v$%u&V-Z_Jql&8mx2ng^ABw)zRz;YaK@>RXv9;Wlo=caa~R01C^8^k9ypi3rgx z5wS2AK**fto(|fUXNDz44;ri+&^NO`WuLLcEHG6LR)!2p8deby*~0JE-?QV1b*b=Z z9T-Id=NN+$AZ5l8B3yM@uSC?X-+f4J{CowQVDn|J{n(JKHepJiJM>LN#FByq3sRdb zUGeT?x+zL`%P~DI2tSTinD^WE--}i{Oy!hPXXX%YOGB@_zell2 zn5C6VmAZC<0b0woH30xrN&&YqC5Lb=OMNZ{&VFuPFc?xQDo6JwvJb|+{E zXcHOh2gTn3s$|kWlT4Tt#ZvO&{qXo9!Dj!>=dZp#OU_gMN5fCs=Kfkv6JanCyfHwb6aZn9sZF3GbwodI`%XcXQ8PbERc0}659V`?PdT~g*FJslN_jBu z!~@|X{=~;u$|)>}$i#~hPLJ24XNz(sQ5ei1VuvPb;k%9mor8cW(!jeEC8AoJmk0|P zfB*?J6VMa4!|=!%RjP9H39LOOFud555h-Eb;iPt2CN@qUHunxrrBos4VO}LR>p`kT z3oU9HKEjcyu{1{v$ifutcFX`GhWh^b24y?z3@`5ojkHtT8bEJ}mY#^BOEp5fzh-_Z zV{g;RJ?;k~HG~Ct>!ItB9*oIE%%Y@{B<2)*yPw^5gpFiFQQ!h_CSGFy z6Eh;hu;|7?YanlPhYmBGgo!Z{(=y#tBAJhF9jp?GIt{lO0I~_`QZ(X2%OPVfK?QLJ zaivzsNR_1%DHWj;c;zG|LYi(p9CIQ66yq)B9hoGcc252ggERwU_^#ufDl?iREi|t z5*V@&Q3gk7fO@()F;rGTV$Yd26AHo_oQ_}?76&3*$c#+ZnHHE@gc;{#hAb=?ArXDr zLB;`roTv~H{h0b<&V zAOTbaq6{{Na3BMWh)m3Y#4z+h-cHv&!>5fgaRmH*<;N9~vJeOmCXrbHjRqd*@B;3&ra*2%L;sT!FF$~iFes6$*{4{-z?h|K}+E|OF10=zf`IG{P z!vSWbcmje2IblGUAMB1vNX3zYI0;deM7X3X(HLM8WFu9g0wDn5NdS(};)@G?TJ3P$m+pBbvIJfp=y=h7ig?G!!{9GIAsi3#UXOCM_^0$A~$kllS4& zU5`|kA}vrHi0H_V7Q)A%f)EjiJ*X1|b42uGJM9reaF$@3W^MsdNWdV863jCOvt~+C zIAp94F$kZWNdfI z@64Gyf!BrW2PV|rC6Toa9CJ*Vv%<*)vIcr5z%ois$+2wqK8otvvgXPQV9fDf4*Xkt z`XBRgFXIja7;~*ywk$?&L5UPJDW|HlI0#n0^`78GhJuR_q->cg1)0UthwV8A8ex=@ zsxl9CL)<5rg%D8!PmYnU0Lj$II}Aq%z(Y&fXyTGt2|aZH9AP=6q*7s4lFBLwfMy(dwb(x&=3HT5=v8rPmc3%kcRG=(f4oOzpvb8TDg`T za?FW@@#uNKMJcj2pXZ5x^zu3(%-;sorG73fRQ^cihtbod6}D6A7^}Oqw>R7e8_0fe zSqt$*M&d((=Zw0+B1)@{jQ8I6x7q&1pzt4#0r=tf&r0s1? z%`qc?9q~_mekqJ|5CcZoIJQC$^WIMX1LBc>AL-j@j+&IEa6GMLW9pCIcNg1g1dPgv z8R#sw;DS}-Y%SSss|JOLdM=txsyqzht1 zY!ox5dSD=+5I$*H3SK(xmahiZl5iOHUATx8tn0Cs+hO_shy(+YwkW6V2Od+`jO~uJ zo-R!r$J@~l3#_aw8%{GYM0Uw=bBI)8c%@M>fk3n|!DAfoII6AdXMy6THl<`MMY3(x zzr~Ic>BEj~Hx)_T1NP~4iG-aw-F@FZyg;1N2ORF4BRn&kNCTLC;CRqdXvV@sWpP1W zuO%xUv^!&98irG_07610P{i;0+!6oTacHgtm4FSuP0ST z1ehv-=!6*^C=ufh83AsIkvbD2rU8se`XN^#L}5fskBG7JYa*y=`UUZV6yRT(zSs3d z1t9lhc1sveK+Gy}Jlwi2f^~XKB_QWGY|bv^q=R%uG@A?f9~l;)|AUwX&^;qOAd->@ z0Fje1&_ARUq(x6!+Ut1B=|~wK;S@<62s73TL?q4NaLvLAu=VMCiys3LU?O%RPa=R* zQbA#c95HPm(W%r5+4tk7UIB@)LS{r}rT|d_5&Ot##PX3}4FtnX7_KZ_3Bl!KWig}r zbSzSlihwlHYSt7BLgl1PRzv^}%QRH4giY&*-p2!YIw0OL5Yj&`8=g=M&xBefl>A*2 zA#gsVPcWXMJNqaoP!l*DeHdio#~K$iGCT%>Oq&)PMP@pHRhvdY!lkGp!eQn)J(m-~ z1WZKw5L7b~=~9CysWiKv$d@m`)y)#!*$+Jsi?Jx|swK1qBs_Dd<85N?b!{i~&AiNYPMo zfaD}k@+`m+Kg{`sWI;b+7%y+r-ltc;cN8>8%11 zKtf=q5Fp`1OrWeUh?aITd?ZYP!qs42Qm)f?>a&OtR1QZlAP=IVD z{|C}9h}AJ@gPwgRfx;F+b!BOX+o)gAlx9ePIH!4%bH4#W4K~RS6gh1h#Sdb!P zjt#|`uDi;}p@%#8o`GTFuyZ|?3j3y+MCS>TbUJ)4I6xSsP#%=V0Sr~4tal!}ptTG$ zuvGRUdv}Ssppj3VbjF0V7;g=GzzJw3S!6I|K?Rfmn|R~OmH{&Jq)@oKzvd>KiQ&mZ zI8crzA%xBR^*y+bfasQiHJ}Wmu(6(4iR8c>IUbUU%9Jqq5EaZaVewoDiD?MNfzGHp zEj$B!+BRVv$O0m*a9v<1O(a9C6`I<1STd$48qy97mTgP~IwjvgK?^?K$7A+d&y3Wh zf;x>U9x@hr_kpy;1P#!1p(Jm1Ec!LUXQ?Pe{+({g=h} z!XmyXU(0Es^Af^oTT%c4O9nun^M>y+5s676!-@jIZibv@5qJFJl{qhIz()}*tYb7W z%)}%}!iYpy1zi0$w9-80w!c-A1`UxZB9EO=Fh1(CJVU34M#S51^we*K{5f=arvS7sEia(y&{-Q(>jwHG+gE;pD z2-LHftd1Nm)tu3#)_R8cttIuCOvvQ~;<+NNrGGXf@doB*dGQ6 zi5ZpmW#^r$jJ%W51;P^?=|qPK9ND1MH)g1j4}})$B`9nR!QLs&}<^^zLNLY zpm2(Gum}LEWE3ObPQqN)BF!i~82|tV!Xhc9YI(A@JMV(Bj^i|L!{>Lnbonv$GxRNc zH(BkGStlQ&1YZNE;2*p~YWTO{cH+_xA z@cmY&oM-mP2T&xmL@{1DZ;u0DX?O13GXBJW4!n5G_v}snm<18K$Y$< z#ebjj`QHEceg3+U(aTRrN8ARR;dmRH)bk(P`h(?PEIrskdVfsBM(o3GSO4K%C>Ycp z;|C~` zOZUd}be-igqNELMIA3J_TgrL0$J%>bzC8v0_VJpjZ2fkIT*TL1SY zMNcO8CBbNvEN8~F%s?I7I_6NxW{^*g-<9_3w${gTKs|}GSMy{^D5t0+Mp8G`DQ0mV zylSA>>_W9JS7-J6pO`8vkHD?ElagNF;T#?yFft`xypk7LxY7rD}nidn3l4tk*L|;%VxCA22X7_QIxCj4`lHmvf zD3KIG!nNYB9WeH+r)Q)yc64)FJ}_L!I06=G7Bq;&_)17gFK+H52~<^BNsj^+l1!T6 z2}7PqQSO!*DSVO`OIa#Y%SoD(Sh7z^FH$pLJ~MNc$)cR?`*Bqz36E(9R8rErrE{wr zYqOl}PD+FlNShP^0fbcu=1#n*5aAJSg+kbDj_V^=qO=HNw30zN(}&l(%J-|JiDm&y za0CjE^n(-d$$3_8aK=mv3VH{S*^&U=gNS@FJS;4^Q(I6=01Z~=YrHiR_jx2n$YrL_ zOo&EQPyxtuP$4aHM8Ra1Jm2UU{`zKr)rQFgZoz zavw>_vI-Vb0>bj7Jcd1?mJ~%~5Sh$qeI@fgVG9}4_w~RCVHO?B{65H#86ziiCL3{_ zRE1W>jU`gfBm$BlC)kQ)VMXSglew5`cXgJaiA)VrCV&GVE?@$X5oAVlCeK79B^SYW zezON>f+#qh@b>nWrAS%ZvWO2xy8Ai1G)4wy6vVtBQ}&#ft`O&sT>v{KaNdh~rz)}^$z z#yH%Qfe|Sp%$#hABqA^c;0P9iu%-7gLR@EXV&t2<3srZS#u3KtJ4cvyWvh%4IIV{9 zQnOIR3^#mF#S;-%kO{GiXJ#f-f(6VPP8ni;51XvaqRHuS3T4lgKvpP9wG~{0*m!iF zeheNV=j4UBE=7t;q3PNO44Ds3aKy@4G$xOX58Sro)swQ_L~iHM$Nch#0Dw$TCQ~L8 z5ji6CWAblemFRO=PdpQ4`bG4U&2N3aQ_&_1As8b`lL<13Bl7SGVk`h8R5wIPXJim3 zL& z;zfZ#1+--NEJf=|$5(NyEP;}GnRzNbBE!6AoUoCs;49O$ddDe5)tOye7M_KBp=`j6 z%Na}0%$UB9`3^;p)RMLGn9P>x&Y_K$Z}I1Axy;N_c5d9OpXd4hIG#N3B$j9-uDUCS zW-#3@H{!()a!UmysaVGBeJLw5i^CpiZxIj@c0cUB#YJ+7&@n-jlFqYNb@5^6K_t@H z(2WmKp1+Usa$6P#`@&HoeLj2;#H6MwEk(HHBp>e6XO*8)zlzq|%i@W2rLwsD^x!1r zN?`~D%`gj}ObZz)*F`TwuSAisN`7}OR7w`1rN~D5BbUFMnxg;R{M}*1jP}gww4U(C zv|USkoO4=SE|;R5=ecH%`GwaNyb@nnT4K=lX6t*MpHN}$^X(V%x46VWUH`*@Gs)dV|mgFOIFC^+e6W_DAv@QD| z!q(x>F2B4lE{xWcMHx0jCTR%sd2ZX^J@WSTw`pFsmks6E`|sB=STn%sGExRIf`rR> z{c9{wSU->msh4slA1;#ppFI9EmOt#D|Bv?d>$3WyF57?j<^4}oO8N9b?DYLxKj!^J zy;eFV5@g0wnic^c^Th7U%O^Qe&WU~?kI>AlL}kg(i&ubEmR?$)ZW&6tToyT^1chjC z6r3p71aEvF!85_c+j=9;LB~vrHS}7}6Z^TxgDUO0n`?oi~ ze4ynDoW5gBmfK1fX>a%A9LX92pA#I_yqdpu+lp3d3tOCyd2jl@rF*=wr^1D@ z#jx(aUKYJ*o{xQmA8WgoXgBoFx|d}O=3@p)ZFR$(=i}&~mJ*F>X{U%4qU>{==20h- zv0S`fx_2Cp@^13>OI?<=KmGFb)8FF{|FZt|$31@isG%?Y^84ehKQ+C|LUz*V%EIg% zh7lFCo#H@N&0N?@#w=9OXofCXUXhREe!utahgt{nI7%;@$HcIiB28a@@bQ#m14r7* zMa$EVlj^?z_lYG+Wu^*-Rx9#|aee)@w*L(IY~y{zx7axAat`wRw)RQwil=tGzsKue zTffd9K71uAOIh1S+>GjwmDIAvTgI<>w;(FfEzw9+fU8*&;f<7W0 zLfTZhFmpU<>0j&n+f&|aT>Si1uf^qyN}Owzw&n4bk6~t~Gah(3nq2vz<=aXjOYwD; zs!ydqC;j)oO4Ql5c>Z8N{1EXz`0@1(w&=pXj#Un4bCe}P{p}G?1v_ra8~Jbj^>sL? zn9>U-cf^TKi&a*249BuhhROk>BY%f|J$#$ z?uaX$bh#Yw-OjTRs7ki;+wt4wjG#Bq-;zP`fyNf@kkg5%6kXQv=yG;d*))%_M7Nwm z;jjay%5`a^YVX3i*l;hTnE`_n5!WoIPoEZ#k?bj?t1gAze|JB-<(|Y!#wV7e+yZ#Y z_pgOwTQuKg9zq3`^R{eG3uXx?3J8P)H2vr24{v!68`I8l%#~jf^*EuulQO#yjLnq9 zvW!7|+3WF!Jtt(WKg^Zepclelnk~BK`}H_l&L?!@AsXS52>}sZ3#~f%fz)NY9Dj?} zShcuM)kahzObbzzkaBXKOkRn?xnvQh16y0V&3$%P9uqR9Ezg3_s+HZ$x@9^r8O*vo ztvPSXKM;LA=D)bVhX2U^+Goj4D6<^4OP!i6+vLBmoOh zc+-6ZqG&EjRMl?L;RoZ>PdO21&>SU>)Vt9?2ceIDR|o>I4K)LUYEdaEcZDjI2!#2J zZnoPgw-J+NkPIeQ*0!cp8;;$!!idZfOzaVYD7Ai}_X^dlFe#p_5xA3`ez_8fM1WOv zp(G?)ElQG}bH?-}k|J7JnQ}kR)J>(P^^EW5%HGHQc4T2ZMxP>BDyymxk+0f3a~v7I zOJ34F5ow{kTkMqKX#x}tSfr1(T~d2y`dl69bPptKWj(=08lp=U#5DLF=WFo~w3&<9 zDiJb`SjsBA4^B}b6$X(3?(Q>A;gzTfZ%kmJA_V2a*WxF|Ji?q~m{XW5sFw3!KWQNr zEKoMjKI60Ox8zs6OT!cZg-5q zCFZK{+P0NMRD^3079|mrx`TE8Wx8}c_jNq#+u#fHkD1TY#~n=VMau`;rK0FXcOC0D zZqi26bGwY?DU_4$BKPyBMeUcDx8FaWz2*YB5)<=O`(yeW#qSr6m70efdc@QI=}WJ9 zaXbuX!;c#^z=Vt|T`=k<=#*s6JiW>(KdoD2^99)_=+Uw|0zc)pGC167n?Vaxghf ziq3O?zqZmY$v!O;KK*Z=_si4Sb6s#=F>Y-Re0{{5YQt>p^FO_|dS1NxpksC{mN$A& z_s?rRRUSc<{KLSLB2WTa9ZViD`Kr(=xyDEy{47s}$-bOl?|*RGu0dz*2) z#P;#@(rva%kJO)T+hy4O{h;NEm+i1`qrI}dU>K&M@|_+hW~tA4z9ikxC(I3F@T4Ek z<>wQA<$gT9AGdb%>s#l~e7EcU<)ps0C-C~_J_rlbjcHY>?>qHNrN37^kG_xi74#d+ z`|bT6=l%USQl3PffTkPAwg-J2S%|M;i_CRnO?l1j)!XDo#5CMJQrCs+(hX1V{=q(6 zzAW{#DJ8ZzF~*!Xt{KfEO-D#1H4urMy07tgEcwyw?+@I3aY@2kTjziC`zt3e?G`TM z;nH!zc3!j3W!Mw2Dh>EMA(OZK5EO%bk~>I3>yV_4y#F8c{E_teYFF&j;EmVoW839# zZAyQ*wX1R2zr9*^yXMYvt!2BH%ltGzpX0B+bf)L0F6lAz{n3BhS}t17dEE8e$1ex& z`RVDOxcxLpq6`~fs_#$K5$`b{7hTF+rY-&Y{1@2IUmpy+TyAO=XJ3}|OX=5*$G)%c z`?~s4m3DpC>)X$t<`3oaudDk4v*QtSik1m=UUdG`dM}szAbX$oo8&hu=X)LGpU146 zAEaHJ_L%PirSjqJAO6QvPxh~uD5d{s=d(nvcziBDHTh-f|G(A#+4Wz0d()eMeogtm zew?y>{=AMOBgP@u$GZN-`n5bRPkzlczxZ){n{BEs^4CDSPU813m-xD6_*tbavW)iS zm-jsl&zN#Gdlsw5e%&oA8GUtTrhljO1M{fMxn9?|!_`Wey2;8#&-9=amdA%H{dQa4 z{_B;UHa_E?Z0>T_UY%N5`9u!=I}d(mHc_$-K(A>@Tu^Q|zGam^^se`cIC#`>W)!)ZSKdUf#n#e)-7HU(aLj{M5!xY<;3_v-wr>^-8Z44~aQ*#>dO?^5K`f^~?Y8;M)MH zVwU*o{y0HswJu+8U#033t(zgo!|^DD_HIXC*Kc3=DqqRs@l(G1hi<$8?}@tIU(=H{lCQi z5R)b!IX{&Az{hg_ZLj@N*YoS~w|)P0osX?QH0N%Qmj9PYc50Yr;4|nKUN>F-(^vT~ zsPZb~c-EI6|L!T*`Hk%S``eedCp(t?-M$*5>htwzpGNzi|9H%@|C*0KCH7ou5Y*0V zoKwu*lACYWy|f`4_%bKIMG-}UPAdK`U|@yCsxynm*4;^o6z`RV`mDEa!|jDEGM%ZJ;rzvTS0 zp2;7|?b;dVU%ADp=z`?P8h$B{1?M)fI`wg}we)4*`&g?#eS5m;l=;uARc8q&b#*4j|C;`a2`J& zFUvnH$IJ2cUaw294W+=NtyhHYiL>m4zkE^@m_L?x!S+{*%t+FDXQsiIx7wVAWq-tG+|?W)9L zJ7p&t)adr1uOTpPl386%KWWhpbxV>>>fr@cW(=%5x**qG_O+>Kg4c~!p9 z@!u~vBig91@36^4S~4iymO`rD$J?O)2))qOrqIL5wQ3Eb&-3X&j6+&1O?+F9tsc5R zO85QQGrSJ1xH>LeHlbeVv-?V1kd3HC@@d^<$`$Vy$a1q-=13$sTLvYawg1t^8x!O4 zL_3szAMw^z_<|W+%8#l)b~B5IY)9zh0;};TkJGofAD~|&syKkv$+4r z^7PW(J=i^(H*?^@qWjD@n zV>{t|$8b1{vqpeYsdE@6w|~<$B@B@gDUz&$6H*GRL{1=*oW*KIx=|84CviyzffPTnz83Lv18VnRgBAhN`qKJpBhYK+To zGfn7eVj^ZLqkk|Go9PPw3aN8lSJXq5VxhT@}Uqhy421*!Ns#g zEaVPCCPCDdoplNz!X*;o-!m1Y#0kJ=A_ol}`dgn1`QKOHi@YLoyR?~LGLa=yymPuL zUFGx81x!}_V49-Ld8Ip{WQ>?@N6*fbkfe&FlwH)F5~M7RsRS|#OQ}xjX%hjOL|tOi zG_B3Tl9?0!y}liZgl!sGiDxfWvPOLWZ?e%3k^8iJiU%aT&!TEg=jK0{>_y84lB zO`Q$)o%2iul!ghmS<^@aQl!YNna&|I(v+;Yv!^B(RQR9~#j$#Zs#&*~Oi;llU@d%&R){kK|c(5EO zJ0i~1!>CP;R%jK|(#c!pHjnep_?DNYRwX3~o_(euz8kh(t+QZVxP6KDQKRqxtgMo#$LVw8jB`3AFDz}k zcRx|CPwP*m*Pi5cE#iC%_mihfDZvX*S-!>fF)q_{PLtQKGKMx!E5w7GB1(n^Nrc#A zf4##aSFR*^m{43dT*}WK!~Dx}mV}PHkXp*;TU@8>IOyFUDQ|6S7H;loB_NT;!U{m$ zqlY=?+u7g7@ny9^ni`ySjvJTygV#496FjrDZA%L$yS5%_F+HIWCQA+H{=Vyg>Qa`) z<{W*W)5ucm!lO3&AaWzZ@JwGu$BxhxRn-Kd3u#$|cnN@d?emMfm*qdM>;Jtu$@tCt zpG9@avaSmXX&n?kCgAQb4`H*<$MJ9-MW5<~WTOwaKhBflI4D(h<3`hbOd1M_2DjH3AC9?K3Pnz9L0*EG(ZhjneG)|K0lnzc8Bqwni zpILa;oH(h{<(4N1KXyQ`+k27Q*vHjr>p*SCh z{r0OLUbZXkU-tbk?bl;M-dMiyOjV*j`*=Se<@JBN{kSbUR5XGnS6gqTEWM`-YvGGv z&5V&g-}d)^A^lnST18^!Og$fAT~VHFl?OiZ!lC_4fqW2sGCEH>`UvZy%xrz{!-to; zmdlS?qdMDnICX$nrSfW@T72L^$2bq%bs7aH>V537A3SQ5($)``h@P+S>z~SeNir&h zmmu-1Cvi%M+Nm6o12z!OL|KqX-98?VX2%%iF?}ak#H2j0`7tI()F6qmq|Gu@Q(}{* z!i`a4c8i=QAe8dh#3_wte;}~X1ykqisC>;eBxj#zpNCWDR58Q-2xTk1>tI2_T+CO_ z8Qha|)$+9FBArg3bL?Ja(>aug6bK`qOz~Z9+1AQI?&$>8QurDK%-)zvL~-}4W@T9}|MC=9NzTp(3}KD{GiDX|va zo-U*N>Dif-6cOL|T~E)8*_^#MrkaT9ItK$mylyKHv(HOgBQeaDreEd*`^kl71CO;G z50W;XMfODihB689U2neK6<3}Of)AtHiw3Phw&qn<<|8W3VhAqRyjIke%* z%3uA#wOqJJ47W5=R%c5z^Xm!Ta-qG6vPA>k~1VBl(&*+o;HlxwoAP> zsb(YM5f6|N3xdLuDFLw3Oc80aX{2_Vlak0(LTvz0RguDu@*M_k#MmOj^O16A;v`NN z=9Y6(qta>*o+HH(gheS%5~y_d+?U9zm7LOH85xpJ?BV~GtY$c_Z6=)-bC_WQ>9w{e zeJO3Y*&GHBf+dAg5NQ#WL}5xKGebzKkTB+;NTL)9jSvD5LU0+OAeMN6=Sy^Z=reOHM&#WT+db zrV%QGSL6n55P$d4!6d{YDeNBI<{3#`8KkukdH9^+upo=fGu(qGn6xY`F>v(JwGLI9 z#BZ4(ER{bRofL2Q?z$mKbhp7_;01oa5BYbds)_N$JXyD4e-Sard;SfCe;8v!JcRdH@qsIf6Bj2I?}1Y_~pR z)}@JNG6w;WLLzQ?4;7ZeVKj`a3m2l~2-IEt zhfF2Dv((H#Sj{NEmQnLOUEfIuS9rL)c&rUQJc)@(ENFB$RsOy_FMGe(3X9xKsg7OQWID6VL#v$X%I@5Ux8Of zgF%o&L$i~WQJ%H!F?-+<1YQ?k+e{Pv-g)>g6N7xSwfKR-s}$*qs^mS|H^-YPY7`a|@h-N8|$jK(aV}8}XUHtfh$i z#ccR;M;$)SaSA~^BRE)~MOcerWX8qsF1ytpdFW~EVXO5^t?{$cN#4zGg=&>MVVW&+ z^l3O|bYWqYvevTNc?OzL0fJ+a4@M$2Cu>#C3s8a{{I4r*IkXm$X*?$8sFPai@9Pf|_wn|do!^!fx_#*SW48ZL zb9erhIE6P7gq*TaDK8OUkq%a&E8&{55N)m9>}<3K6rD)yY zI;aG%p_prMA7WOOyxJfiioE#M6o!(yG%7_V?1UNmGkRcJx1;ZJTT27+;FM>*9h%`F zgtCxCq&0wS!Hm?QHR4*mG;qbTV(e4QN|4gJik1_AJEpYKq7>#d_smv|;xXq*bqQHe zh?4{hVMw~ja@@`5m^yQmw#K#;(Z)|iz1BK1ymvy*8RIxx)x5kGgS=~QLGfB27SKbV zU&e*+5%+#?t&Kuuqr9y*>@ z`$@CT;$z!uZR_o0ABWjpJl7%{2w-@gFUz9B-`?x}?S8-Cl~qmswZ0Lq?Y*`yRdOi{ z6{V=r>i)N8GZ+zkBn>IhXRI43a~4UiG&Y$j`JSWOSEc`{#4WS*+2?Wcz58rg7XGje z`$_6L=*zJWp-&qY&R^beSCz$opzIa{+#$6zm{4xV>KH^B(&N>%y}+q;t3h7aSB>%wqJ+3~4TELT6o% zons8}5DmeIn8;CmJVtn~R5v5Zu*O+qe9HiO#Dt%YZ#@}hMfp(PS|)qKJQLjbLPq`A zV_V8rxoC)IAT!7gdLV!Ca@+D5byKBf|!gh z>drmLWMzqE*|z8&5vd%^tfjkQI#DnUcvl~hrZlwrxNwYZ_5t9uZzJyO5C3`bzsE2C z&(nPzr^h0xVD+TvxXscd(z6s&Mo#M+@($+b{uIuF7-hm*O> zs_XOQ>%4cuEHUcnqVHeixs10}cUj7VUQSszKQHARgA?zWr!a|KX;f?}m9)@O3YDfM zjdSkZwobCTXG^FcBF<-{YEA%ayu~kfaus5QpXzjA_x2GpDs$ z%ZPEDI&G=-teZ2~gDq4dNjqCg_WqWaQku81laZBwiiM~g?3+ZSFcYCLJCqp+5#`|E zL1LuF0t$y4vs(6mgVQ2&&eEtf65|wio0;iEiNzu$+hbuJUW~J!?&M8vUFo{q&v%}> zWNTc4mJU+J2j1>uFoF2H{bnL!27;o+H@ArhUWh6OY|d_dQ2oZNDw{jSfQ7jYW{N>9 zq_r4jc$_ejs8V{Llvr4lC_{uAL*{98StA}1J2ZUu^~3d zJ7erOjq;v}jEezNUqK^hYb_CpY{V-oCmiX_&hr6#B8!w0MS&l|Th?#;xX(gTg(HkX zk)9FY>Zz)w5R1pmG#5_|SU&#ETZNK=fM;5Wt8^kFf+h?yxb(FYm5*PeVTRAs%{+&2 z6!0eK++3BF&B0*K34$8TG9&CG0pNtgWDR^bM5Pc!gi&Cg z#lh-UqYDKRkA7>4YqOL*$bg6-4_+ZHi718P6hKBqI+9Rj>i4cI03t9g#OPyECN#mq z5Q4CH!8!Fw1)M<^Or`{;a3L4X9DtDl#L3f$CM~+Z&v`;eS;2}VIE@rAN)D4?Wx<&v zr<@@xbq^seqWnF*4T=o*3}%uF|H+SMkLKfu*plwO(j0IY;*hLL1yqRSQVxs379jG- zNl|LDB(f7Hgu%+CsjL(l7E#};tZ=q~X8Hcy=BjjeN_J6Cc$_U}jpXnt#SjvVaLQo9 zcX&0(Q;W$$QQ0BU3sXt4xl5o?W3I&MVaV<_b;8n;6~#bP!^m3Ck>LVKYZ32?035V(-UUP8P4KggN`^XA;#S)%huLGAFSCozoI5 z!S9!R30#Md;_tUH*F{e)@Ba1l2BPAWlSZV;lH1ar0>4C9PA0Pu(*~)`rO|95)l^10 zDJ^K07TvG@#6E%!iUD|JO`_T^n?8kgWv>NFfnh;WM0()}Ut1AL@8&ZoHwL2ISsY}< z@1Q&A!RRc1%1dy^cP?T?!qWgIhF66Zb;@(Z2tvxj(k?EO*p!leiqG%BW0a4~7IU!A zjES>gRHy_m-|T!^td@3!u)clV4#IN3Qy2#)dzx_sXQYv=W%MYLWmTha9!^t(S6%e7 zxa8w}2nw9DlW=v@YvTmmeIG}_uw9BamTChjE#-2bbMO6(&ck)mw7Ywqn8rt;U|b8g zk${WxQ(zwFKE^?{(-r)pZXbNQQ*mKewxyQgH2t3MSYx7ouXf%>(wu(x-_^K8sn=4f zkYwht^q%jJ-=Cg-*7EH1YIN`Ef_5p-RD;q2r}Jdx;F7+k3+C^-l-uIsAXj`SHyEPv*H~r&5u`Oym=zXP(i|;*}sH zQk3V@HtQoBuu3A*_c4@mY6)-~9_Rcjf>NH*-`vxU4M4I7xR5L=am%GU9m!(nHjl>r zzWOn@YMMx&96{ksSc{bPK3^)&ExmA3x>K~Kye#<2rCn-tO2a%diRJ{Ih2dFeaAYgF zNYrVM``DM!1f`Wlq8rG^M4xLb+$6-nkp(Wr^u=i@^-`|IZ0{wuOVdC<23fRaoy5=A zC-%oYcTT#$jUJWSrMFEzy~lo@z@srdG2nmIA6w<1Y4Czd7CCDWSEH znl4K=ldqEZIP#ZKM+w2lOYg|a)MigxZA!uu>65`n3_qVKcoR)8cPUp6g zBaeAJcEf@oCB>Y>_f+s@YfZ*|z{EWeUNQs%P=Z)u*0q22?2r3)*E6o~N$V=@s`5&G z=QFgh)-f0AbJ1`XNI3JX6syimbl-nv`+yd{FLN8``561LmJ$=vNH+q-bkfNxEKwJ} zeR>kreT-vfN~O{OVo$-r5i--pF=iw#Uba~_HNhmNq;U9P^s;ifMM8|`Zn`_42h={3 zrr_&&%O93cmxGVTU-Nid>ae8!{l2VE7?T414eXUc@}zya*OyZWeCGdG1pAn-CQXHVP6i)yonrqj)sVh;@}(G&&7( zK%=~N%TZaj%e0+AdruSv+06%hoZl z6fmg;xrxuFg|%*_-SL>VN5CzrEj}% zY#)5&G$9shDY=dm?X(Aan3 zrL{V06`vsgp-?) zW=62FR*7ol$so3nj5M2JZY3i5W>F$)z1$pQCu9{O;k##^ui)Bi`$Vt({r-R8LBDaAq4u~ky0W* zQ799T;+YqX>r(2U9wSWYL^SGiZuqX^M^dVb&ci;GkjDRm(^>W6(x) z5DBqF0!hpeFcHTCQ9Ifyy4A)qr;pS7X;0JPB+}ZVa)GN49`Ns-YR*VR!Yz|fkR}cQ zOsO2~Mm{3|a1%>FvPKq$G;u~R7>6hmi zO6tm4lfa(xriEgXdntNBa{8Irl`u=fn}rd+WdtTc67rsF^Tu@cIddkMlBtv;Wl|u6 zkPN6$f-)31T2@jaA&)pLVZ^-Zs^LBJg?Xd;yUFSPuOv^cF0}}mo0&}qgMm4w}!D73FI%Q(Q^^f{}1yTS=5+B0J>p{1|B* zU~si;-9U{DmOPbGcSj%$)w6cBLAj_W@b2Hckjj{HgloJD1!R7QLn8>`NFVtj z>5cR)j z)I?rRpJ(rpc@@63Ti9{Va~w-%6P-kc(j&|e2D!mQjeIiHpX&>+Zb@-F=KkWK<_wnZbxbgp<<9|Kde=NexVBn1Chm|6sUiun77#YB{ zW5z)?3hcQqQ_qOb*yhO7Vxi?}S^hG+f1d+m3TC5DV%&z3vpTyZcj+iz_KkD9DnkRobdr`%rva)OT zF-_fc@Hw*2jY|`?^t#lh4NQ|rSo>r;r^H@odWj(`ZolL(J4Z5`$NBr;)>zgv`}xB1 zM*5~WIiHAEk#f0w#e4W1NUGq4^}XAEw>swSd>{M06n>A9;ieXwtNC$nSc*}EWGh7q z%x6c)`9-kupyhHa*Jtanm?)+Ajfk2S#QPYB<-N=z9OM12wAI!yBBssstQT4<5s^?* zB-0F^=dpI8(juRA35q`BbK+oSk>{A(@%ZzF4_RUsj~o{7IeqVs{z+eVwb%V3g(7gA z?~kLT%+`dNMy$Ql5h{oG-Q8MUGSDrDvzAs=F?OE2dkV8cDXe=9`griiy|hby3qR6? zcrZO`8(ch|Yky@aZy67aTa$(7UwpqWwEVuzTP`|yoZah$LX@=XGVgJo6rO?XNw&z40x<38nGrK6E}Od&WoRhX1RF|+ZNgke zS)<6OCV$tDzs|8g9{-%j-2_rgTe*?I9Mof(k9Iwwb*(gQK2CMwpoR3U2gX2*@SaIR zLN;lJ;Yy+h>VQook^-7m?zuWnf^Z0_N=?sj4;yU%8)(&} zunZ-xikUVKw&%6BwXUpc>9}69@Lj0w7JvsRCxWV^D3DxNuKEP8h<{0Zg?@Ed$Fc$3&WH_E45>e$O;9&%|VkkjpCpOl6qWht%N*<2*TheH#>+UjlF z_QzkH6Gak1@x8Z#ton3P89~#8wbmt+B9rD6{+RHHuowh)1jv*3j1$K27fL28ln1B> zl4~;6)C#h6byI|Z5QRz2;ZZQy&ND1^sjJ2wnLvUlf$xZJ@ofC!KKC=27ENM2fKw6O zGo6_A`=))GPxJsd6BGdgKtuu{EGAj1laOd&I)WWBEvXbYizKQ`h>9>nENMR;+p~b& zgB|HaBuq*ovtH67X9PK<3|4^>q?~VsKH?-TZvvxGD&hQB^EBh{vNR-xJHs;j*a}k3 z2XL~VF+NiY>~CoQl$jCX?#@J+-){s!L|C8XUWA1i2mtha3r`*nvz#Z=MMxoP)CpAN zLgkn~&OUj5bKmmvM3_LblvIL-h3#fMeDV>9^ckMvNz-d}4~dAXLd>Ba$vf$i22L&kI z=Yc4d6jX9f)HUh`fYK#Ni2$s#4lbY}NM|A8lrGCozVTQnG6m_Yv3u^o2g*VEosFF| zBQirJYQ?^@g_0;FG8}42!-Jd7G-Xa!MR8(_BPny1m;>qJnc@K=+V{Ru6J8N4NT4Gz(US~8%EHX53}#A1c7O?mAe<&PR8xptI!iC~V_U@JpTpmo zUdkm$UpWdn(hsl^JNR_>Hy{X&i?pk#PrF+V=By}%I1=CI$-~b=x-2+C$_QcxC;3pz zC^|JrGKn}AdWOc6J?Mp%_Fi)dY3o=LTLv;g#&9-^0v$L{ELH!!GVO|Lpf^32& z03s#n`x>6Zca{j9=CHZ95Mg9UEhQG|J=49(3>PtF7ZO1&;mD3qrc%jC;Hg1PNH1rf zPqfe3Va!fStu8f2IxP4@il^McCwU|&y+rae@6hET9FFpOmXTKKebMI+FC4=j!ybo# z!Q|%qdFQqxxKU9Q&)#SE5t+7CWKIdEX;sRqb$1;dr4wrvD&XKMWHiQj*kkbuGmaVL z!O_9N!de$51fBaxj-@QT08yQ_%g2~cW=+dkg@~>mVDscvI0;I5A!6s86q&k=ZgUbn$jUB2&XLSmTY6YN zu@-KY?kl~lZ8_cc$2aO$xukGl46{roT?e1yxlelM6U)3VS7=UjyHnt7h&m=m@=}E) z9gLFO*3UBvaMO%9jtJ82!}D!@&vD7I4I2>-pX`n4i9hx^5_2>r@&+p-+nXWt^|a&k zdr&eJ$whNjTCm-diT#&R~I>dPbZXtPk3So>qXuPYkYrco@|DZ--Q zagJvZ)wN`q`#8saxvbl53oX=6* z=ysMo=Y#&{aaB%ud99MSj`=2i&vD&=XatgS_r6%Qg z^mpPSr4lg;a(aS|b87rev0PbeU87`lG%O3|Z_ zF&?~pT9=|U{hXNYbEKPNQ2PM_tTm~)y9krCRM!05y_1iWlv)eJQ(;=q2giuC$rh#7 zqLM+_A2izY#u|2Ru%<}DB%EOj9K;{^)v)_+e zMv&J0fiV(q47R+HTu>&hj{_Hqu}?3z3$3Csk3O2bxXs_*M#D*=Os4cuS3C3a)V6Bl z9`i`hbeL3MKhp81?J;Mfm!Zc#qWJUevOe`M36!iQwaK!5*Pzb*w0W%8Tf1zzlig37 zCM(zL&HSOq18j2T1+6<=gOA7bTiIT609HV$zj+_+-E{|ltY8Uy9G_(|uA18o;qE8P z0rG01PLSm^J97>)?p$~~u17&A=tYVEh}qE%<84YoWxW(4Dimqajdkq!o7dXGe8E}JVSK3T`%vS zKXW$?7$eBF%GMSw3+V&X!y`qF*(nQWL2S>})+g^{2^z=O6RpNSV*g-VB3t%6kH>p| zSEZ-rhvns`{rGbxdnAECV!>`S!@VX4$2rZ<vPA=h*8;7V;Nh_pE&UPW-eWq49yUI3a&7R*p>wYXFN*le?|OSE@G@xOM2)$rJqVxYJ5cogKJ?l zPG$%o;S&_4$mEQ$kisI|Bx9y|z-NM4=Q}NRMM9vQnobM?M=~u^C~=(KDIrskAbH-N znOTDE^c3iIvqGnj>R8t`qo32B*NcM3V?159Z^`=ktK0UqtthfQzT)7$T%N2&xO0T~ zAd!T)vJ)wJ!oBz`5CMk}H_ajtjUYX0!R`|(pggIOihr_WI~~! zw1KQlBbXPWGe;1pP)YLXGo5LwOIm^ukr7DZU=~#j3+F@vpp;BOf>^pw zwM0xplJXFA(v$cDRq|2Pl@K0Ih=pgmPco&bY?z+GU=)g_$@xOLmr@9lL0rmOuEFJe z{g#D|N-`BW*&zgGp8Z#Cn6$jlOd0e zTGgCJa7_bCdU^?K+B1uIL<|ZKO4(Fdr9%(3<$G_sQV9|Bm_(355y?-gS9DdWI!F)X6ci7^2nSrqyudk<2{8}`Yk$kjJwxY|9w+6J z%d|1lqOcNq&8|0h!jS+xplBs=IO0W)XJ!2)=LJM?(l6b zFv0{GlQXHLEZu673k6_=AS5#rib)_&e2*@8CwmYq0NB|I80NSfAr-$}KUjc2L! z6%;}XAVQ^-GU5OSD_P2n!ntaxO4WUics%hF!GxUA!e9Js-DB|A>QMzWCj~);x0Wc* zV!jbn#F>NCKsD;ccnLm~@(S27YfsJ^Gs8=YN&T+rqCz!UjN){P+zC-6KpvFf0u+xj z9}jj-R~T4IQKZyTYA>95LM*8SOXM9cKA-bGczPMi&QWACCnnTpPG87L!OAR53wyzg zS>7CGYDqz9DUY+O&8o6x3XZpk2q+DJo z@7~|X`4DnoBseo){CbQr#~Vn27vra_$x^k+?C*`DP=>Frt?Tpe!#?&oV>o3N4&_}paQeDr0Z+%=&3%-m{vB7tpxep5|3x*X?%Vqwm}LT$T(>KI&T zNp9U==XgBA>8HO}*_8_&AK}56OVg%5v#qI1)=K-~Z%BwM?RoCk<(M~@EOf+}IS;cV z5L;COxlQv!YC=idMt+%Jzi~k=Z<`#~#pZ*C-MIV_E0ez<9C{X6w(+4*vVA=~OZ`4+ z=)n$MSd`ds{_Ar2d!x067(b$%gZS05tW|XbrUogRK*!)|%D??fwB@X8=(dvHsz`)I z@4k|QY2nsY$&Jo22U1I+V%k)9q#n$@HO-KxYkdPn2_q=iR+iCO_||1sQP^~dbLB;u z2gVyEtCUQOV^34A#Xx7cukg^R#p^1omcl`J?E9_nx7iNno?`8=n^>%JYnebf1~Sat1Qx&&3Th}SQUUqhBCD|x#{EB+wXqvy%0ZLpZD%#wpQL(fAfQU7;76Cic_c_z=a)& z^RE5QtixpHHnN=9ejfZN^Q7bU^X^bfjWP)V1#_fiCe@@xeBsC`%o0)dOq4Dl5$wMXGPg|I-f2tl~3{`OiV5#k$nQMV+=CSR7;+s!V8y6 zC3*AEQb^f}_DmnM_*sWX`^^5_oJ*VjUbjOF_d~xOv-mt`j(NVu7<3_73WuiXbdQ+q z#weK)CK=}MTD;l&;5xZYNlK0+yOuvR$VqxW#_X13%yUxD_m{Vp*G%vfGJZ#wYhRu% zzJ@R)z>_4EP`=l=_tzs^ZAB%?!<@qkvd$D=St%XWu$uL|Jp4j$^=Vm%64IZaxNzIw za-4_wq$^RZTDi8cuHZri9q(T}w_FyQHmS~aVG3|9=mmBb4o;fWm`YnN0piD7>^UYT zzO@)tZ_x3TK=BLbatPF=g@5#U*gf{kIm1d~C z4|#J-5UUj9$RGy8!(vbh+(ezyC_=#B!+)h8E5pYmDn(nS5Y!?_n^M6Dw=p%{Cz7_d z5+(U0OEM!w5l8Cqu1*9=m4HM+7+}U@jv)4bwbUWf_|wJCOgd;uVFD+U3xx`xh$;fh z-3>VfaV=F?I|-9dOUj&1>6SJmV-cRpXOzy_WN_G#J}l4a;zYvYZuEXi41rbVD$!I? zF4TUaHs=1Vbc%C?jG>q8nm);(Dnd$;bAXfImdgs>&LL*V7LIVhEQVI|f8Y-W*7 z(wKq?q(s67L3-5%@!$l2;g-_479vPSwK2uFCp{FUUTlH4X|l=P(}^E@onIbjpbxwJKLb+Qsm;8CDOIk=v%WN_h}Bk_?6q5O{7X%sgBhx;fAh)n^qmsl(Lcn9qf8U4m@>%LZ z{ohMIf_{tq==%FOPL3>GKoSmDu%gi)SZ3I_8Siab7A`TBygFV(nIoZKitrKNhr@Fd zAC<@p<%q(WL2XnFs(PLQ*0#1|>yOM0Vs63@_+aGO81) z4x&lCr?BT`SV{Tq^s}K|N=YC;AKXLHpv zR7fMy&*69GRr#XXln1L+UF_e!9RvnzPJZ;!-MEz7TCdAeGQW0vdmGQs$8S$_*ZSk* z`tRR$L;vfx|MOu(FPkQu$S5J{@W2Y7rL1mAK=%FNrdbuNVD++M3hg^E{5Eb6K_LBg?NOBK{8{ zPW(nz(ElFqzj9bHRs@SMnPD(vh|^OeTDl`F7i~q?bf@+TWKwrJ*-jatzN2qaS_Hz_ zW~O)+h)7Dx{(d~&pk;eM^?V#ps*%zloj*s9=_Mwr0`bdwZ4?uAD@3!kLyy9WTQ*l>iY3P`#Imv!|Hfi8G=}vXZbk& zDPl^|9AWc--&;Fk`&6hX$`x|$LX>DrE}#BSn*MCrl4VQJ!$#*##BA2emAgAl6#zma zjF1`i26}hh=>cR$!bqUNI(5!&GgmX`j0pG9=^~*w@S8CA_?z$lT3*k_;hNKBUnvbX ztH$fgi}d=K^Vq+j#99SFjv4VFpEoCMr=PI?5K)i#2)Td4?)i>!gvA&fr?a1~kETC- zMP~v*FB%aZhdEEcLs<+>Q_(j%l0R1VGuRPVx3`?;@&j{W{Ks(D@ss@XnP#!u;rFd# zF#rej)ws9&$9}x-pVo70mxT`nJ#>5hvYqSw6D{LFFlKxyMqEIqYD6oK4_Y&&0{ltZPlc%S&>Kpz|1@lov|*E9Etw* zU*XetQNNog1ZDM6VwBw6OUACQ0?4gL1!_=B&qQp{uH>BNN5CL%h)^4g<78BKPLKph zCaU+#lcSQ&Ex=D}xz>auj;+rVz?O4LYDF~NN2c*&CFS|N-RJ$WpP!$p)g30)rT_XU z>Qn>>9Hv^<2xQhhNoU;e1xN3d`G_bmHvgX2>3kpY{?RLB;eexFn*TSNpFvyDoH#jK z4Fu5#J~n>p*w5)}u@*CJ#}C|={Wn48dMc$^fkBVMw-|APEVrC*FUBi#@$T1fL64vm?zI{&u_uHes`}I`yO0Z@-P)A*l2swPU(%Mpy*W8cT z{Yo#?=_a*wR-ZyX`NBHl}$_bu8lH>OAHnOb!)VQ<^<3#3@%T+4r*JXxFy-nLP zPo>s?Uyj%JD^H@su?0U9cO7q!{jJnBd}^?BO=it35=t;srg@2X1$ildwXD&1jrS*Z=wtS^@VMlTl6e=}Q_QS>_ zMTDGfj&U5$$fpIK@Ed2qI494<$K3ri{G9vayy&*S>$J~L%PO>cJU*gD!e5;NrHF{r z=m<-Kn@+qogeJU=56j71!)9c*(ZQot$nbr)l2IC0BpN|lDs)Gs`g?)j@iw}Be#5dM zSzS+MS-@F2{SDNfhiXXI)MOIrWgT&w%-2qilO(66heFEOXBWA4cMSA{G8nyth?5`i zz^{%&Bm{9L8+L81#kU86-l`ocm!td>mFG79;Kx7o@)`TqS85yZT+GAmW_YA6P*9{g zPRNW1^E87>lxBpAX!5N}o|J$W+-mr3+=*o6i(?7r7&BG^5B69X2y+X|%+gNB*aV;u z6)@C^y9+gj2x#Lt>V->byUz5igyV6q2HW-P!B)2K8$3lnfoJ`ISlrVyBMDuQY2j#P z(%3&BJfjvaOK->zwTJ1hpcd)?7N!FbWL=h8PA)*!!!za}N+{4OW2@rfyO%MGPZ8o8 zM~u7XUY|VS9)tAwY|kg`N^?)jnP~tTk|0De&5vXY`*g|7@W_35bE>8F6_6``a)xB` z@I(g;M+l;$ZtRTKGEZ49Ac?#auBh)=2xA5WQ8PzXtgT~`up57A24ki z#l!8W3n3;hL3Q|A@Gq-B5Dq##DHC#X`4{|Gw z>kr=_k=Z)-B^nGkHl4)ZeHt!U70Mt&##*S5d5+iX^?ZKrucO}-fZ=i;wU_fJJl4RH zREeK7FWaQ7P)@P2MZ>^M5jd^Bv{?$(<=Ho=O-nU&@LRF1fi~tj9#N*&JeY^HQNYRp z^;q~PH080=vBStJ(y`$~*Z7sL+jg?MW**k`y{VOPe*4_4X68rgtNSe|h`Cn!(pPAe zbLjqdIjtJ$ki`DoZ?B$iU8!ZUD~%!&{oFr#9U~;AN9`;ehL78mkMHhFIf6a0AQT{B z47F_=T?pus((ZfHM-|in#Z#HTnSG>RDgXUGC$wMJ^PKN?#w=@9(IXzk%aWfW);%Tb zKV?D?dS5p=KV00k!}jI+o%iLQqhA)Rd2ElBi#YZ-45zX*T*?vVSr+-U^5>)cY3qMC zxz~6Se|Y@&$h|~f=st(*LSYTb(+-o?*b)xOH;zop3Hoc`95B!`i`Y$j7aX z~Bjf0jjmd|lrx2I@e)8*;ztep{fN9~S!}9k14nnAO?D#vDTR!#|zMMl0 zKkD{5zbvaredbA)GC|&$mvp-_pAzH4B7~RI&Ngjt@D%fEbkY;zIa-By49rc~Ar8$) z*nXb&DX1Rv^T)`HSr_f=4u02%@NtFlxb)N9{~V8J{Yw7P3$3W9cn9oFe_8vUQe~s- zwov`&FW3Kd&}TTmW%+GU=2u%<-n;+YT8Ld?d)aP35K`Kk8?Apq_{-z@UubzOy!GMd z@Y?s;hpo>~kHT&gO|k&IjdJ}IAcUDrRP9l!tBZBgZU2YB1I->by^dOUv}{<@?4>c_`b z{`lcfWB+vdRol4X_!onp;Z#xY;PNZi68znfpC3rxw6tF31rt$5~F;)i3S&;O4Es;~c>F6=RtPqF-z7sPTe`;W`}|LdTC z%iuAJ=VxsHbihgBv7Yy7nEAsZO|}XC#H-Zf%TMpLar#N_V$)#ZCt03HWtTC_e`)vR z5B2q~Dl}pAc9(DSOvy!THZr9tdzt>O6Kgkoy{2RUg_GPKJ$#*=> z+CK8oYDzvz;U z!&{pfy@{}rb&_@aJ`w7QJ@mpKwci*@A zBo8@{*SXW?$JYN5r>&hoGsCWbqxzqha&8Tmo(vHj)RFD}SZy~R zuh;9>KmSkP?_aJG`uGDR-YD|&De)r5vVpG(`~LeM^=9k$_5K;QP5WyvFB8&R!R5Ru z>mzF-&x2c=+up_MQyz8M^I|qY|81TYCaa)`Xt;2{@WM{pS8`2xe87S)3qAqha-v<| zTK~KdmTm8k{iN9-li>iJ_CB%m`NwRFaQ3h~-dcSfXSn%SX!CTc=LES87@Fx%?}K(Y zalI^<`C)btF6gJ2yMoW~hUJA%pQ(wWPQ2`IA9{aZhOJnVo~&N6Eg6mfy-v|UFJ%&1 zY1vLk@Q?eab^m)EKNq+~`RM1Uu$TL<*=MV#+$yWEMVj`$5HCM|eXWn5o%q(5_r6bA zIloWycm9{USm-`BC0J`NZN{=c>Uhxnbn+|Tf7{yMKYr9L?(6%<)&KoMCxHYX3E^Cf z>z;B}K`@An$v#%`%5b3lrk}rS$C>t+ZFslhAv$tyJXfb>@N#euSs0iOmE&*$Am(-o zE+0CU>q&E_#N&L;`KdlWx8VTq#=9{K$Q>6IdOSpq+AE z@8QotXLQ*&IUKE4e%?Q_!|Blp0+~pUE#|0%XkLK(b_2}G-RKIiA}&UBaPDjMdL~|Z zVBNG1M*|PSTEHH@?agNiLl4d#LzKAT(rqb679C6j7l*SSrWsGv$Z=+@U8K^ZBu@Zv z4RNo^sD%iic5Bc^g&Ldaqd+b}GV|E|hQ}|JSMH%10}7^iH?avwWN9Rn9+3%SGyNkj^+1yo)}$p%RZon*c#mq$fn- zDD1=mm8k&=CRWOdO1=?nl+@80S|{Xma7Q0w`>m3KId~SV91QktXqbQynFy2hkYgvG zR&o}o8|Tyt03McV7&B*bKHX;*f(&7lBv2$p)I20hmEdqrX9`QuY*-$J@%mnhxZ+zlf2?1=wO{X&Q+S}=DfXIB9>h@D^C-&s_ z2zf`Lg_~|W0GUp}AmN}4;uIm~Avk@wE}rSa|A1Shz^>Jc#7VvTK@?3sdhx}9y$W=S#MS@^%ptTvVXU7 zxh`+D{7N1?UkqL$H%HA-^I^!0=Ypp{wJF7!12B$pjQt(rvGUCKNp>!ADGuUym=AZz zkh3EkTa5%aj0i-943V}RA_;y6{mNz#t3d&R!LD}=8Se8r`YlXKo}*N8~_QK z5#3?V>M^Nb^SRRn`*ZLWW2w>v>%BFDvRec}kOGbKisu!RWIpxBFq>dis6Z@mTanNq zcR%cKQAnlD7on$@m%}qqiZSnuqbK80;z4-)$!LYg*MYBvSF+EKQab9GjV-AXbuN%a zCy_<9Ls%@xG}Hnhq&XGh3WUJW@m+r~i4hN8kr_I~2Jjt_c}!#@2ItYzsFBhqXRAA^Bg>4XJ>&bPOq&P^MA z)Dbm4xBio~)6ztii&Lg(>18G#ejM;|dum7<&j%k~cwu+#en|WR+8TOK8h& zcZ&_+K`9j1kZQb_B_Q_P-g_A4NWCw9YM3aLln^0CK6E=YVsl=wQs(YM$yz1BqUCgE zwhWE%$QZ*On?4TDc4SW5MYYY)k?-MD;D?S6>FD*0^*dNDQ*K(n@biQ1JRdjTkD9TVpqqH9wiM0ga}BK49vG29NRe(nEzCis z^5$VWz#SnilWJ|}GndNAiQRBTI%O_lVg~AHUaVZ8Uj>jA4Yqi8K|e_f_y4eDg~*{fe$T5QFd&l z_9h+7%@x1>8;k>Uqw;OMQ5?(6uF%4N-83!FQWoNoanBL4Gt^E|br^y(dyug-rn<#L zX>vWu=?cv`TeG!=Zaj#W%%&j$3?xZp2n?=%C2JmIt{A74r}h2V1C{2;ec*u=xL_&N zTVp$bX2M7?0M7J)k$6~pYV#p*1TTp~wo@p=0-VM;nUoP&642c>AZjKvN=raftxP`l zP=%$lvlygJk|9fAfdDJ&=@^NQ5#r7nNoGKcr~xq(6A;u^YU@de@kmsQVL3guGzuK0 z5$Ismnn01v6-ygPQ;J9qVg&-=2E?ENns_)aC4`i~OLDVb$0A3i2F#QI%;g!R2N_VB zN0w`A!aO|Q0=7a~QgW1$2Sx{QW~h7-Hixg{7)=%;KvV=LBu*h04m@y!ObBNLDVXRQ zGcyYT(FIr?G@>9*f{{_AZle%1F)+wL4xSlB=OHhFGf4v#ATk-DGq$d8I5i!R8dIfY z$cV9J{|?a!ok1nCSzrKq8l(^qkVnw4NQX!O3i6Z$!b~2>Ngky_TTbLj85jnbP-rHD z3!}`BpvC!`R9!mIA#fmX2v4An2o*(&Q)c=BDQ!>Wgqj8(0qK+>39{l=)JkS?SPfvN zd163bR%B#J2(%dh2k8Nak)CjbEJZk{DiS8(5f(xKO$uaMTA;E}D@e`zP)oOvY9a<0 zPMGKk0!1wnzaU%26&!otVyod8ftU#y7E>i)h2^%7<0EC`c0wv1K#>Sh)QWkXxOn`J zaUv#3D3TFq!Qqk!j;UnHn!Xi>jLflPmM%-OPMf&{%8Jm;0x4_liRFO!wEIKwE=*F9 zKqE%V(fNCrWSi$+G76?6I#7gY@c@g^8Ho@W$bkk3<5GLWjOm9I5FCzg%yv`pOsXcYVU8&r80r|wiK<@vLO85s%^@<0LZo_#n8p~<1PNkJhsi>Wd=3})aCbQS0%=-;7fOyP?&z)xnF)+GBa9p)12Iu>^H`H+a#(`S z2Z4ypXglC6`$jhx$I?1uQ3|C47`T;0Kpd2iI?{uqN-2Zz!OFx>O+;;O56pv$K#vr1 zm9WN95M(hw4pPJhy%Q1Qh%ucOes;ej>>vtwAYW=Z5nQNka46seP^Lm9JY(iuYD*+$ zu1rXP7Jejg9MSJ{)Izl`!Mw+CM02aqF`#a;0<19G@yV_cS;7LLS{ zHPS~)CUB{0__4!$*o2tv*Pq(Z%dzzF4!-3;$YQ$$$^$_(@g z4fum9Car@B;W)=uZa%D=)p^bxvxZ*!Jpb9}Q<;^fTQ~%HktmX6DDM>}*b=!VZAqZf zYrWP+8{aAhAbuMp2U?LU;K{wM$KU417xblfh+`geCnty$|1#@xO40dxt6lties6K% zhHg41jHFhCL%dL&ndjKpwum=PMY^+igTxr^7GR1@KmkH12&Ed=f!~(ojD<2H&BhqlT z{s-o&3VpBMzpQ5V#m;UE5u3~5KsMBLa+ z?;p4K9e#WvA|#d&i`@4;<4Es--9u*rWPlm&hm5gE&F}xSl;Opd&sdoGCNPgZ`DGc? zMh-@V7|fFqbE+F2M@2e&QEowIVcBOH>x13`JO&(F(^{OkV%*2J@3}XrX{>Lf7o>@{ z>(Q&Nx0U~6IaeSV{OT49LZ@02?b31k@W+Q@ zaxH2BA(zXGfBc>B2VruV1K;-e*z)B3Qh+fO;U4jrc24?1`wPhT_V#~HgM}Km)iW(e zC8$mA%UR@?JT@4P=!V_-`6K>TjxnxRT5!SKj;RfsNqhfz`*aW+NfxXToB;39Vq z)>x1V$)ljvT$_KY$9G8&(;4l8{$##!*@GwMgF!=$wzjx1QiA5~5#{0tSSrSmo_=^e zTKDtYcW)J!MOV0g96F33a#wubB&8xdkP>q#t}%@UGaw=>RVvVzqCNq(T8d53fC-SL zm6lR#wgy~}w|$yHKG=slR>9z9S2EcFsFWUoKD zPzP|7#BH0Yc&eXTm!Xq5$JoNHQ)g_Lg;Sy)Rxg3P*pL>B zs@YLa+WzpP6j)1b6oT`E6&jQQ&xFDyz>gr!Fw;TAM^AKM@gj%-c9@QXeAe2*5UH?W z1egF4n}Rr`F9+3R@iZPPW)^iNwUl!9+mG!U-iPrf-%h$Bjd!6eBo{ zdTj;C#-T+3BEjJsyC(?;F&79=rHCCm-oq)kD^?)lq^7YmU?IY!8q3}9%vcKp zV1{M{#t|`Q|BeWWs39-{VMLBSMr&OKgA@}zvKpW%`V^!BnWds|1LjO36y%lGZP%a> zK*YjSfjQj(y81*z!z2XY8k`g5(j_90Q2@u#K$FWbezVK_?R|W>$0@tIZWI0j)jQvWmvif>=%$f3Eo=b8x`#FCf@wXx`)lOv3Q3ldixJT}c z{E{3aA0E5RCAKP`>m0}79t_f%d$Fmg*0xLK7RfYDD+W@(Q`5fi%dKpa4gAQkBk+%8 zxAk<)#|o#l^pub3_f#S0-h4Z5_n~^+5R6VwWvQl*<8h4sw6>+^%=bgLE%c+ozIYuk zXAiUtq+nB;TN!prBt7xmriHa@3Wa|Sy$`30?r--ys{>I&Afsx|&HU?|@p|q*5)Z_C z$=%-O)n8t}pJY_6&0<3)X4E<0_zqmNW!Vn8ukoKx@qEA>_(l8c z?nEC4PpDKq${uRzwQ~1lqNEcQ3xVXEw|h=q=h3m{^Qv*5)29c4O-Lbf=Y4LKlnD_a zeYg#wr(Qmzz9Vjoqgtt6)2kym;*oct(q*NE!LcGWM}pDyH@Edv%l`Lm zJ~{5PBs@R6p9GTT_BdYOV6Frl7!yEC8s%_wARBm8v;*iI@{)W`KXAjr^?X{&f^;aS zrQZ^V2+x-%>od<#;|hLOz3gRw@N3y$kz|DhRFB8qvKHI}Kj`BRVxlxB@?=K|P=YMW z!3m%S$Ey!jmU(Gfh11V?1k8cYB|^3bxN3je;lc47`;|>fwQM5*oJuQC-X|}gF`jLQ z0*gqXWJZk%w$0+lT5=UAVZEy3%>WFVQ^WI%6&|dIlykx~)o_4>e?Q>GlpEH&1p=z(RXr$>Qc z4ky3_Lg)ck?xoRj( z!>~fxFwy73o(9XK_e!Pftixwj17kQlJJ5uox@ovnTyi>!6%n20z85JKIVS-&hefFZ zN<#H<4J?SoVxyUw5grym;AAtwYZP_B$q7zul{tD(U@LlAL=e@|f+5J}H~dhEp*f96 ziWEpnLr&rlix~*X>{ywIP%|cg5lb!M=oWx-VmMn^kRZhj2PFXnpUF5ScJ?fkBWRB# ziPDYWP?r%V_rhQ>Ei$okLIzb~y?n0gq&z@NK0f0(aeh?(*ll(46hMNcB!h5;m~s(R zNOPMbS%XS&YQ{O-T%j0|%rHh2PIo)7*H|o?VzHe0*y@~=mZ#<*VW+fZ#x3<=PszX{ znH1@Sh#;ASkc3cjr${s;nu0>vIKk5~6dX8+36UuS0EJlw?Mw^+1W<&9sIg00T{=VEVSc7MN~sL)`!iAz*SKQ)WWpbeidxREzKl z0Av^jK+?JP>2KzlK@2FKp@-lBdC!|O!geKK-f6G+m zJsc3bLU&I~4XZ3?gsytbfk9b1*4lRqCpGc_peXK4Xh1H6?wXXzV(AIQ)P!r&oVH`Q z5GE>Qq!$R6tUc14;mC*xPE5ptROm}Wr(6p>ML77Du>;P`RLK-p1jNixlt>YN-%A=+ z^RQ{)2`oTNClE|XL|R&k*c>B6)^%;Xjt8*UmaEqeUPuiYjmVJzA|g@TDV#uw0{I&eSuj{JBZQDJCx;eK$rR7Wj(NBQ zEJ$^MdIk&k_v@x4f#SRRa9{YTac7;QK}L+}=q|+Q7^GU+5_AjA%rldtuL$l z0%HqFsFG2J?y0k^NJI$8#3j)YArs7lkt;JsO36fs01P3NxMLznOpGY3jdit2*=|;9 zWiFCp84eB%(rd*$oB?ZTS-7~B3Bw>86A709<}y?Lm@Zz*Y4XOJs~uiX`*kr43hN4H zu{35ZIcci0U7r5;>f!BZU+oa8#lY zHQ$ag2U>6;RJTKi$Lv3v5n(ol%o%1LnE??qp`eimntY3)N5kB*d1NFC6-Gd;5eUJ; zPO|#iXQ@KTTvG|WCB3`5vIQ`Nmo(-?ga=C=+QL>~<|MOSaxa2*euVniOJ*}G9^zB& zn8_)f2#6#@1CvOlWlHgo#6QPB{k{ zus~UoyIVNSp%LXGS{N7$TdT1EPtEOsQ=;}592wvTOk)Og%=Mo+;W5r*vd?|I8Qes9<%&g7M3p@k= z!NQzBBAoZ}hk0_I+xR&#?YaI9Hs%ANX^625$*R;x>&jq7XG%C^snV$WnW_ zv4u2{0%!#lzz!%tB}q7Dgl4QiK_jln`tbXRQK+12JW>9RG`R;aNP3k#y8M$I65;HX2B#vBp`_V_&w(rP9fPJXs&;p zc$BAS`u*>98>O_U%SE&^>t&7znqren{x>M>t`aRPSkLwkO@El=Pl&@L2J!_~Lt;2%33<-lbCG-*0=evKR^n}|0AX`bBCv5&uZfHRrkX` z%RKBp-(gP7(ORLyj>jICUAE_P{9JHD|HRALR9D8iR#t`b1x-!JQn z+I`|5r}|bt#zM0q``nJlBfO9p!FJaBdRj#IIEhksD0nCiH2>EMU=#EBmB)tomw~GJ zuRH1Gn(3q!DC*(mHvD#ey3^Mp)#;Ro=QZk?B2@!~FR8Z(^Kc?6QVB=cSmqh#!af(7 zCGT>$?|ZJqO%cm*p4_gVzXz%B$NRxrIP$|p&5P`py0=oSmYZQ~er&2%d?73;juL<} zx0%`+pHp(;o0Qo)TIBfcC#Zh}-OWPvvfu*o)#rcTp3c$!?(?@&9Wcpn6-H|8nN?PT z>PhY}-FqpMc!yyqL^&`LFwLrn0j`g$P^f=cWo&=pf;6q@M_s>bNg!m*lX53F0$!LN z%TPs@S~>w2z*1O;rQVRv*c))s>2ORU^A2VC$zkL5q_HSlNR)+=2uHesMI@K31u$&- zoTImuMZz^RN+|(o>Px9*d}tIXBqUuU^se*>aw$fdFbkAG8Bh?&GLLmaq(yonNGYWV zK+O5@@BZX3IMCi~u46nU6A@DG+k}QhMJyKVxL#0XyUojIE=-Mu5Nlxp8th29?`@`o z92uPBJMd>MhvU4a4K>XGOF*>0L_s3cZTBP~hW=fK^8UbMr;1rbmnEOBm!kW_wz&f? z%%~9?PkQ87RqGqniTOJ(c2zc2GPog$2=fg3?`hRnxao(qvPYQ>pWA6g=alYk+X zB3Bfpd@c4-1H`3Bq=MQ8Q6gG6MIZoizvEm&BkBjqB5_IZpnHp?KtLeRba!=kC%|?- zQG!5*S%#0{QJO{61Plu@EI7%IW2Rx}6T_i81_t()nQG2PLQ+aeNTDDiAc+6rJ+Z|K z-&&N+?vA;Hc|>dwSaH7t^9k90rCd5GznT3!%Fw;SJPL0fO-&Ybk0%Y2^$VGZYa1aNV#Q%|%u1rBC zu_p;qa-vXjIZ%KMFohf?0TDCGE#f(r3gEY zF~WnwZO-G~laHi9wMoBZl0)c#dK}SeVn9X*#z|~3_qkP}-h~_01yjHRW|&WI3BXpx zfTI>@MKKQ>=13k0#)U4mkfo-_%*X!K6-(*T5WLKzB+A;z<@ey^c&_kLVcX{K8DCJ| z2kwoSJUoa9nNsF)nsFE*c84?<%cMw%X@D@4xe^EgAW(+08DL<^#95dt3xXu|6pdQm zCkr=EXiSw$1Xuz>4N+bSLJzEfn4~~X1a;*o;w1nAJX`}T!G`rSwsyp%D!o*QJtm~% z10W;HX(5(y2QXrfc$BgjBp?$C2MHFcVQiL>K*SIPnVgV--weu%Q9MPFq7*NPb4O0E zl8?_}N9fPQEc#EFoaL7UL}aQR|Np|MDhfBo;)Vd|NS>|bMYqLoixV=i9Ee>H9Uc;Lo&_q zQ$_`el>3a$=OyuJ<60uad;mToO^=FNF*c#B4SC7H%tvMnSo8Sz2i|z5s>8eFhzHjrEM{P5(~WkC2E!Af~L`z!!yL=43f( zpQM3NO9<$y`vBkT72$+R{`fkZ?n|8C7H5b`&SWkSOy#h!ZTgB;OlDZ-Y^QpuM^;;o z)fgz05mNUte?!ETe<;iK#%~0Npk%+aa>aelcGrCj-h-WRGL>HC+5YceI>kO2AIGQ!@*@i2Ui28EYQ zwh-|PLN5HI_^?njN~!hI*ZtR4%=WwQ2bP5|Ym{-De!G1sO{6jtGo~^-=?7)v&t|(> zMhFrJ4<;vhjQv)CmU42$d(h!>WGl<1Ui`-Vc7L_wfdzvI#f@+6U3vRtzC;W0t?g7* ziZtr~=_vW2!^(T1@R8fz!IwX+ZMW+9;H0+ybA#{aHQ%29%R>Li;7rZ|mb5EY%;NdT zJH*kNFAJB5M~uxUg1p^Eokwee!bntVW#;*~_vioMdmK|am1$YaDPo0~7pA+@9GqUe zvfF|DTKnzjPsjE#-rjLpq^?EQL0xgl=fAXjUFKKZe>cNf=3Wn!KVM3xFSomGw-->R zvpNy#Q-l1T(8yn54rwE(IGR(OvpB&mo=03EZ>vo)5XSF>?YQII3n7U>1rVA9&zN92 zABhK0QHIxIUrLSDBXu*Fk()FiE#U~>)^c5fO~>wIw#KE^(k0=z{Vwf=vw?6;0+V^% zNB+aG4F)O=IhfkfKkvoI(+m6Hda~?eBCj6B#@sxtl}|Xo__kR=Uc_0#ceW9Ful{+# z?y~RW!-FHtX}8E=c9=l5tSex#<4A7z{$39#0azuL;-!)SX~^y|Hw`{~&CKvEkV;wi zIUs89pRlOwTjmCk;5>J4HG0LvGAtBAz_HHTr~e8f;Q!I{uXjt}nKWu4niKMvZp4wL z9EP;^eW2;PS)rpPO#oLPBrNn`>9-+&I#E-p3L zGTkS{hqnHx`!!vJQ12;kj>C<*0$^C(nBS_#;I7!eptxMpw$ zWdfuy3o#*1!~?Qr7~lbH$&47z#}Y^^01~d|7H%14Oa<1kX`yKf07n9pb|idHas*n0 z3wyY0*6eG0uJ~IsS0E$;7AS?GR$kLbMuz$b2M0*z0>p&-DLj~|N}YM+gq#RT55!tJ z6EP9GvU=6vxHp@~E#zCS0ssm?pkvKFF){(sC=;fZfCgnRm1u??lzV6dO_p@yT27Wb zAXK^%KhGRl->GT4eMaCpA7*>!6GKy5JQnF06u|(<9F4M&On`(fA(^F1X%T_oU~c0e zSSb(A4k3ohazgyx?M=YM!bF4%B$0Ur08&LeGAGbR!bpgz=vk6UMFbO^b*$1iokk3` z#4`MwD=DW=tAGO>WaHr*A*O@hx9V^v-ZgdKnj29F0tRseh9EIgbGvsBj}u`aIuMXxCZt0W8pI?c4}k*TK#|rdA3ig34HD%#g9%&D zM%xa12BdqUZx~ZbX$fISgQk8&oT-+pXAax5jLcrF%N+Pzy zOIRF(GuAA=?*llog_H>jF@b^~(@O?^d*D;Xps-TuTT54jnIQlTP`QAJ$6pbq+ZTYh z0+Nt~m8e=k;RePr0o*-?=0ha75lRth2^i=ChN#u;*uAZNFij~b}Vs1A$v2X81K|biXftzLU=M5+2SV%O6&n(!cZJt6LN1NkmW!Q zWt|cesRa2fQxcnj=rr1ba7(I7qpesHmC9{39EWa*n8f`JZu^YQ2-8VZ;L zXP!GtV%<^)$7n&~nKp}Sf#b_!J|vO!T)B6O8f)}&+V4FsVf>fos0V5^G-A2LXd3l0(n7xC~^ouDJfbe(N$>OxjY1Y|j=b5NNm(!>E{crJ# zv6sS}L4Z=a%4&~lRJ0rbvm6WRkNf#A`|@(~|92lmP7(;VANx+evw)vIgN`&MgBsoi z2lLS!XQ4t4?(Qkz=or>oQ@aAchun2O$c1SIvZOy&`4Mf`G&7iaU<|5yUSQi-+7H@! zsSDy|^UH?4e167uN=vB!eBZ+Q9v4vTLeRo_X@KT8^MK(!GsqW$KcU?~@92+0<}6;o zA+hys`mta7eEEL;uNZm@dgJ}H{~hM&!cur7q^!}G5xMJ3d*mT7Z=1ha{*n%`{fO~j zW^4x`p1kx^nOEJs7~A>Bki+*Qw+EZZX<=?Df%=q$Dz(U8q@H6$(~q+$OdPyYZH*n{ zu>MI4X$^jDv=DXUT3zV2neF$=w&T+>29H~u#ZH$y%(5LF z4^SJa)P!lm{)Gb9u@O~bg35~E;IiB5!X^&T4<9xIo0V?i28tdCRa&MpbIVBE2ijfS zj}1%tjc`^Fq{3uC1E7n1#@uthRQX>#e#-nk`Hwvm>3Ti><~H32^u%&@jHo@Sp6r+D z0-G~TDSqe_7Dyb`yH}dnc_@9IY*Ug>Yvw%k1L2{y7!)KI1h6?LVM>m>z8@kUiAHqH z`h<^LWCn7S=CWj!%#3W?^n7dz)~K+EOF5#A0wEwJQp^aL1c zWhi(+XK#|GWnu$~$i!piaqKe&vjIVIg@OCQ!QFTU@Ctm!P{cG*^0eRj*PyRYhGOh`taGUv>4Ca+*I_!xvlUZgFPR;~B{1j-+7O+M# z(VeOR%074Df{^NSW*B=`2S(hxtAZbhPOShiEIruin2_uwMrha|1>;O~hWw?~;#oW( z1E_Z9hAA|@QWh|<5t&GmK{Ii#)Q>q65R*fvrlk)N2|SY&$UsU-3z^IsIxj;W%{TJ{ z-GNK#oFzkR?qizf$R<=8M)f166Pz$%P)u@0L?8tKzt>5PnhXj0Z77htPL6F zuvd+b%EAbUNYGc^J={n$g(5h!U;^o33y>tVh#uj93NTIY3oVrci7cw)Bjp_M-M|nD zR3#`u#0-$(0J2CYoe++AFb0zl2YF{(?7q{&B+%WTD`Dctbf0j@9LGiu7dm(96drcq zv}jzp;Nf{hpSiSp7(BLPAt(j36hMNA08Fl2R;gPWP&hbXf<_n{A~e2%R~?*Lv(=!( zmpxCGcL66*8s^GOOCjk6&!9g?fQO_ZND@aCXUgLNnF*1hDX3CFI1=EVv2s?ah%KOo zmu}D_Df`rSJ+hre3PkSU$J+7T6&Q(u0+JFFl8J>U&|wG6xiC{CdT^0eP~)2TAofT) zMv&iy2ce8Iy!b{Do&|`rqy{KkZ5iOMX^9M7M1(+LT61bf-IK-F#VYJv@1WH)LVbh| z@e&|HwbUl3b_C`dNsVMI=h4SU4;V$>hA+Ah6jd5*H)7`R-zEBW|XmvZiPM(R+a z72$$J1!wT9@`t97t^1K9CoQi|r=b(wp_7PUMu{o&Hp|U%Wpu)=$}LpLZ7qH0*Q>lD zA=T&Q@PRk$$v42<1V+&h**35yA_lSP4rd2^V;s_oF5)fA?zlacbLr(Ia8^vGF>p^r zi&)0jV%!TLDW*p{j~yQOH<8bkRvT7es{?AO<!1!7c7d$zBXM?Ny_vvMfaq)){^r|R7Q zu;Wefl|KI|NN(d;>!hhXM&u;n2(2qKLCTyg5s)a-u4y~o6Scyn#R+}6O?=n!8-Dtq zEe8tshj7NJV77H1{g{7TUQST>ZF{iP<N;fK9+5-fe8);?VVU^9%Rxht- z?7aejTRH&s&P90bAN#*7mmeGAfM3Qf%lMID;TX4{ew3-^NaoU63J;$n?&}+Jo7G1} zOs~9|3=e$7I9qMAUA*rE8-@-;5Glu(V}96~1y0A?P3(vo3HsY_5B~JmHN))hx<797 z{%d_cPXDR-|3{RT5H27Tn7jEfP{2PS z(oOR|kIIZ?W$yDh{yCaZGa|x!#D@{0Nad|BeqAelTAsGjzaITPuAe{u2YLMOnyCG+ zucr&V{I{oPkhkpiWsEh?7sOU|)D36$@PIdt(-|{U2|Wlc*#a%V9}rLi`Q zQQGhB=-N1XkqNj5odf=S-u~s7A*(5V0scG6Z{so5UVc>3(CLn@Mk73li*UUhI`;Gs z3lmKAs3n8#%U|~Mo1DIusvC~iVOsN3lb7|Xx3ABcD9gP-UF>u5WcZ?&%gUK|FQF$o zPg@Q>7wEm*88h5%dJf0UQq*QV0ldR8)wN&Sa;bXZX(i8&hj3M@8bQEB#L_OUee5^) zDTRR0hBhp%RC3&tO(Yslbz-B!+0Z(}$3`xK3)pG^u2wS(^IV0L$pdVpdNN6ub>Wl6 zH!xnO>jU`!cUO*32@{0mReFnlw>j)x^j26Xk+Gp*a7=P;Sk6F0jhEz?gfGCqBYs69 zAT5=9sdEwFndXQdplTLS$A%M2f#BFTn2fy?af>+MPz_8fv?S#Xj#KH;GKsUI zp$$$*J>|lg!w>Tv!w3Zw!4NK2e+&Q>3Ya^^5FQqHY%$a;^eRp*r^EqcPCaD}ktyst zE62)qu4+7mm}l&rO0RIE1-OT@W39Ei9pNclYfC!JJq*1F5`w#Lu0NuZZ|;YM1UwQS21w+D zfHWx6(*OrDC#v})^cnaIVjw<8fZ-S6Bz(Txqp>rgx(`q&02P3fZW$Jti3B2IKv*Ob z{GI_6R8p9w042`FRSp|~L>ap(Rxhmqz&=LjC`<^V1|ATYmgZ_g1!9I~O1l34So)Km zS(YSC6O&0*ZE*K*IOp6cA~K^g3)SoaXcW4+=Ys#6;G!1<36Nl;QLN7H&dSV)y!W2r z8{FN@bdZ6IlUrMw8Vo8TuRPC=L10~S5I+~D*0%^F8k|&8REJeV+4o_C9FRrkun|rv zO1079J8!8FOgf+`q_`6pXeG$Zj1WiyC|mhc63)K)apy4-&fuX+o!%vhlpR<|GVt&?NLN8(?!wlI9mF+N#{kHTL=hO|Aq<49KoQ`WnJxzJOs7YedAKy~Lz+)C z=7);sN@*}hbhINyCG3W+W2^Yb7B>fz{KJ9N^TsJ=`iNLO0EIi;?#J(wygn3{-oLGX z#54n<#cog|_b9GKnNEl%&;=RsteBlT@C)&;Ih<8!zHB+cI{8rE)K|iF?m742&=l1i z)r5|=H~i|$NXrQ@kgq6SBZ-qqGSp;k)mm&Qz#ZvBLn6fzI7@|qNRuy9Pux`OA>bp) zT1pps8Sv$R`!-EdVpb|w$oC_`LHV-7pAshMkjyeW#c+2_h4PHkyEl?JWfbP))|$-G zfpd+ZBDgZtIVFbNdua3|ha5*-0sAhLm=o$8n(K|UGArUnJ~{lTELj;@ktjG1E1wP<;ZbS;opRq<<})%bzDt&J`n`SzCKwq%zI zr+%5o1iMEa(2QD4HkW#Ws|3_RSD(65@>+{-=R65K8Et7BvKs*Jpx3y&+}EknezA7+ zxOy48;N6PxW8g`G()2_$YX@{&WGtyoxjQ?|QCQA4Klm&VfqTFe)gYa&ecIF0ucL11 zpy^1s=|O71kj-~2_dHkBqZq|yNKo`s9FN$~Gfh+0reDT5k}Rl&Ed;B>t`PS@<;!ck zZ?de7%H4Cdsf`S{`t0*~$lU<%gL3enVNBWXqV3cx_vRolO@KpsUq`}9T!S2?FwJ=| z4)7@#{`Rlx!P8Q!#!=6wrC-)>r!~LlKGtJ?PS20f-t*Vbe>8b)$=`l8Iktr?C29B= zc{xvSyni`Qw`q*51JtRwoJU@9p6;ji)S$gym!UuIak&5H^_Rqnd+oZ+i;dree+9VJ zK~kRc{a@UzT2z9;T5-G6_8K>}zw$)xsoQz;sm(b(@!_vR)#j*~T-&K1XRicxi!SYf zln|)GboB?rPp4Eabe+K8J$8bL^NK6qN`LJK?%Rj%(CS@{*ZIevbxv*6S(x$9)BZvC zZ|j;S`LC=^lzPV}Sk^pLwr_I0XBL7oYRxb{+)|gDpFMQW8=h^qXnQ%!`GNFceP!Nl z&SPE(>go8G>Hdnx!Ebun*D3w`w)`!O`_s#RzMcMjJumh7xz734X8%@8g^RJ0Yd2I#(vVHJZJhd<9CE$lMwr=C} zDe>a1^Wk$%kG=dsR%_Y<6st}{9@E*uDqQjWcMJ6o_S=*HUf^avj4-Y9@lyZY9slM_ zE!*A)3@a#0Fuwb?msN*7)N8)}bw9oVj7z4s97Xoi^?te5zSzHhx>WqQ{$8QH?CqQL zQSi>UU(@kb68LoT+rDORU$0b8B~D{|eTw#M{LjzN%ME7x9FLTq|9-}2-@W1U%$-l$ z`tUlA|8m^-z$dSE>R&ebn@;zE7PLEl(KpJ_gUwx}w;jxisU_~FF!pOIJG z&vpIf`opJFTh`|4RS@I$Dj+PkPE-g+h2aII$a(j zR%>N6?%fFNxW2x9__(ZXm7n_cpS8UspUe3CLw{K0e|P*xoL_l9HHW(;@a4|((;%4t3mp-@nbvv znEQ|A;L}lC-#=&EpFWoLY0+f&|1gzvO!xh?-%?Td@Zi2~|M~0bmhp1WpDyvy-kW3b|3H=Y`~NGA zIO%^Q?Y!7mhq_(fZT@nG!_H6l_213$_d0gt<@DkI{BGro{;$)Tvp+Gse8J7|A;~3C z9ru44+n1BTn)LdIUv4Pji7RmJkBh9+V0_F=;Cmq z7&xj7rZM@rmS~oc9vh`TiDpsV)}^2IP20|3C2O7saBB{omXfY&L#wZH5iihs;xOB! z-jdtccMF`KKGJg0jnX^K_%ru!>hCvs-t)7Nir(C8$W`j~qCIOrtkb&4a&8R}YtF@$ z_FGK|N_r%;r>6@hx!vj3L@u;maNP6t+geBe@YFoL-F#pG8#x#Mps$aTHTB9o~OSC&>k9)M1xI^8}nEm1)Updf#=x^wf5f<1YIhS`ZPSQIBlHPUy^T*80(v zP*UL3jx=?~mfC$i#$^a@(zg?ir|jPxhi8=FqL6_wbIY*J??`@`pRG%t&%$$VX|5+Z zeFLXx=csFv6BgR+daxQ!$a!Quk~W-_(m<-XP;8^uL@+Uq;|Nuj$wNj=+J9a7{ZU)4 zkHVjjFx5Nz3S=F=BEQcQ3$S+sGkg96)#9y;<&1fiJ*?AF&UyUn8A6WeHv7Y$+Wd<; ztxyH+TpqD5JTBZ<(dk?k33NLWI1hJ+<}gjm2QKT@#yB?EVE?2c!T&h- zU#WK-*ns!xROgR}|4{pf_scQxNxHB8^~CCNsdUy0#i%_upbt!+kZx#3AbI_Yqb9If zR)S@)w0UXM-|756N?!YTaeWgo_KZZx!{MI&XM?Lt4FYuw!wK_5$8Y%phfF&QP(QbJ zz5!M0!GIDi<1Th3y9+o*(ZTmm*O`8vhmidqOh}IwcfsHJ@!^>fAY8p7k6f~(2`Nvt zCey5z-Ni#3*^wPLNI@ovL%UV5=U;N|q-g=!AoYAxap7Mh+?vLN1Kqh44rO1O;3P8v)bE;7!3G zf;|KR35~%Rv65jB6BAMd1yG=>Qa*wl2pyZl9k??C0H$;y`o7&t>cgQzpukLH6YUaK z98v%pvLS^R*w7lmh9rO=hn>0nthP+?4a)#gbSEQ#$#Kz`oLVvh1#=(~VM<{I!SV+| zjP3%+K@?1w)KK&8d^SPJPeyMnb8T;uCMylKgLVVJJaZ|8=Do(lB{xsaCD54$IdBML zN1JwLE)hQYps5^^xY2e#Y2wZ>pcyHUL=>|GQ~}W4g)z{>foUZu5*DrU!T< z2=;JD5U68>b%Y=$Lm0#1bTUfAcrL31W&sWzy%sK~VF5O#9w`{;+Y1nCHqeEqQ0 zv+!tP$ChoCb1oMoQQO1!1YRJQC`>U`2$W*J&A3sb$^YDj`k0v>|`ndID?#H=0-`d(ayZCU}>jmf?y_pbw9M@cI zp^$yFYrAG8Pt(Y=m*OQ4at}oxr9VMLt#4yoA(Vl|lkJ$hfe{0dJM`hhjmS&M{mux8 zq>vP|dtzfys0fs?BqgY$Z{5uS2=XTRK^{+h7MzVmk=;p++k+ZvIyDqaaXx36v9Gwo z^Z`domRKYT&jkrDGsz$?WR?jFNgBF)v(Uc>qo<|92wUXq#a z@6=y%)+&%DSW7-5OcEXM2zw4!{Mvf6K5094KqmMkU49s52(?wuhk zOdQD_OaPK2dzz^9Js75bEGhq-POHToM(=kZd8WcT4{a3pH9&w%vL9U!tyi!2(R*0( zfY6Qk5dMYq1}(fNHB&!@JmSPouL)=OOJIgVRuHGha{ANl2<*{D91{%Mp?*_*+v(-v zlRdGi^Z@^n0=7kzK;!E+S=qqU~IDB<-_DO8O(q}6k|}gg3w@KFhe0^ zAxfMCCv+_MYblR{RgSMvp@Enb$``pjCGUOzD`;1E)6^iJ_x>;Zpg|$(wB2BPW!il{ zcG({9wZ?A)gZwA)hn)BMTuY&VH@toG?k-6;ZbGh^ac?59oBIkOfxY7J64Fi8y z+8Zp5!0^>f_x#Y)5lQlNqNGOFG3~swzn0~Pb-H9aFs_7 zhjk<$;4unXMz0>5h@>Jco?-2ldYTH-vNiX?2$!a-*Md{Qxz$(3_aZiq-G}ShL@uRV zgd^fAa1>Bq2T+6>~CvM0yew39Rkj=s{z_>h7UsvSosl zrnUoXu=a7d_IaAqJeiFqEEE|q3zMLZE^enXZDffgOBxY1dN2@>4jbo3O{Gm`6ZR=f zVrYXpTzs@W+!zdCGUAI_Mh;?@CpyuXdUYd=6R&6!xqZ$i7R z6&%9TBpX&FnF31ngjU!@qQhY~>|lm<_^#dpA0M8BNZr-YfiMyR zLj+=@n@I~XWKJcenI#2{Xy6X+;6X@<69V?8KvX0`@4a2YB04h0JfZ1)F!homF90)< zxKJk#Cqg0s4~uXBa0GJ)Jew0Zp}Mwi;aeG!u38UOW*`c!OO`2u~}BW-EIik4Fg<# zA9$l;!A&jr`!fn-2XTUE`<(_K)2MUtC}r!?wn5USkL=kZ0U#qX1-hXbx}%1vgChX} zfSE%Cp|CN*NaTqE0D}{zSw-$66uR-=8G1TJzHp{gIs#A-_~3BD;z2-6C=#8v(AM(R(Xv&S?z<2@C>AVvt9#G%VBL*g-c07YIf| z1Ozuc(A%UZ_Nz)5qrr-00p{RuAa^3jD2D8qEM~(~&_wMOfY~VXj3~fEBp7r8#$iJ( z7>Ec{wxFTmh-!DBysVvp>UisMlxeo11RjKr7=)51hhYchYOyyR4#;DeiW7sm(-vUF zEM%-G6wJmTiINNhRO4U)0S8wDcOAhZOcUXVFbHQyK@M!hP9mu0-8qO;3p#&Ds|V91cq5zPEDa9D|5Qoehpg=RRi-j8zprN~q`cxz+ z0So{KAVy&@LHdr(BS_(+4Hz@z$TmdPrZgo9jLM!TL5*SF0K&t(oAv-A&5n%BU^+NF z!8GBFG;izDcQqf$8G}H%E2$?d4N(9(#_%x=2!oh;Gng!F_Wh#(#iURg!^6eiC#MNx zMC`2B!bzgUD6!mNbRWu&lT4*ZN7}Y_u?gaH#9%+em^3!m?hSHvQiIW1hKmFaM^GFV zVmwUjAV>fRoV-hiy*xk!<{UmdRFz^F0A}M2z&KEk;i@dDTSSsNKcJ)_1`kAXBk#hR zakw2On@e+y2u8 ziwGS8L3A>|wc+lXawKrvRl1WGDQ?BS)6i7IX$hL<@0yBe5|z zjjn1=Y5g2V7FBuk#^mvX(~dHGt10rFC+gsDp@_}0c- zg*SzA#<8;Hu#>84)Pab+p5OBJ@v+XAbl=i-_yjb~3=7VWNBzAXHLPRm?qsle8l??( z44naIBlYh|Iks{9uRYB~KlfC0eh;+JjD2DIinq8kZ84XI1Itz*SCAHJYGR1t-aH1g zI=tohSs5aSOL8D*c3}5uO%E&98^Kl}Cp_;^n_nj`U*2*!&1B+6Eh5&yoRdz!SngWC z>ist!2clRyx2YVbZLs;UWPOf(Mx77`x(`V`n`WS&F&Dx^;B!XZ?7ss$o3*ZH8YxdJ z1bJ6}%2N9NO{ogIq1jSgPFbeZTr>)iJJ+LG=yE=pK~5{-Y}!z(fLrXnw&(M!kE@SP zeHVbH&&>dmk^hXT>qI+sVX zTlg~Q!#i9*Ogz&Y^V2aeik}yo(H^f-PjU_&Spcop{SGM0GLfen3(DD>HFd`;F9?-$ThmVt zH^bizCy76SB~(v9bTAyv`)5C1cQ)id?c=xRFZq0dyjQt#`emIgMjQR5nQ7m}VRY-q zb|92fQLHWFlrv@OssJSCF>Yh)@8lm5e=+Eezm<4!zIc49wXnMIIIy)&IcGq1j>Dq2 zQB=-2&r#;u_8-Qa8D?^I^N!ZtRjr!Elo4XI#Yz!tB2>?4hfruupgv@L-?Ht0Af?7Y^TMohwzPokdbbc$}&O`Em0=kfPbY-E- zoZ7%d6-b$2nt?KIIuE>`mj==&u{ruIAnKvot83@zfX!i3eCH%IH^a?_6FklNW0nh& zyE?{^rOks{;24|KF{L@Bap=IHw9R9O+=UQBnG%@7O@$cbjcR=95XRFNVtENrGdf)ZEfG(59> zH*p|x0N7AO9(`3DIXkCe?Z!OPse2mnl8FdK5Ydu51Y#%V)IC{NRK$zTOC<(2DW?^I697+VLcJvmingB@% z0s<){Km;+lE z31Tn=CqiJx#13kpZYNLB7-D}pHA-Wu>9psc@^N)MD0Tv68(|(A;7FLz1Ka_Wm^08o zVh~^pYfOj%V<Jw$*f@d! z;5*JS+GbjYI`M`MKEX>_QRZZ6w2p??p6s-!2uIz;H>Scu0*8aVn}M{P6TB- zX{??GAQ~V+0hxocc?%Ua;g|v~q*4MTJTN9HuDz-z76w)r4$e7412Pn&?}p$AGzdXv zM2x`rH*`FBHiHrn08y49xJB;ckm&sW%F_ixkv#z1zjKd3JzDmHNfKv9jBZ+)%bFi< zJiFdtXyC9mJV#^kL#6CCdy2*#Y`ML?)cj#g&71sZaME6&Yon$P982ah(ax|R zg=Rg*HpcL(1aq1p&GiOxcN4t9iMvg`cJtw*arO08CPXA3=u{BT5=+5{fH(FkS^#sB z#mTjHv2^>OEYim^m^8w|13f1+e40-u&Vbtu(5CZ=!hOG;eA3GIy^XAqU(2$@DD0=q z50zdUbcc84D#7l8@X^L~fO?AR?Oyi>c`WkCT6g^o3XJ=}(OMocG>*8d3v(n8O{FZ7 zwqBbWTe@2t-}Ul|#6ZBQM4;QeeFNEgayUJZ|IBhmZ=pm4r6fGfV=A3+-;aPPO;gsx z0m|tCqh<{Bac%o?GytU+b@Kk>1#m5+W8bB;RX>?V6;P3iv}7`berq9Qlyh2x(R?$y z!<0%YavglzP!3N34>J{Vs10@^3$$=cNSP;>MIj(I8FxZMDwK*&=oAAy(CqbH=PU9l zn1o3hew$}-Ui(_;C!}=lebg6kA8+*Drx)V0Q4Lg#KUxo*9SVl!Hr({6 z4fMcewHBeLIpwe_O49~5J-Hm2M-gn1aP5MiINsjBKLzz)zYz;U3^>{E`5>Pz6k@nhFE;xhzBdk=~r3d$&#fEq>W zG44yr>3Q(p+{^r9i*Gx=7r8v>+g|UteRNfp!8xgFH!CrXW)>0iWa39S6VE9_HsIX# z=0lYxC@;h>WYb!RaOqaiGE0EnqbbF?m&f;3cZ{?M9kAEJoR>J?$FBqt;KLPE4YWZ$ zTE+AL0P3wp>j;>qgcCuM>lHzXkjUVuMJXSiTf9G)eQ@Rzqp7@+)jCY(}YXg$n31x)M=sYjNRiv^z~fM=dmmIb_(g3_Ax9= zS!c)CZtvI+4re@-cQD^LOxaXXOP5>(k@Ca&Pbl+ab zUNch384y5Fgh2J}zJ-%;Nmw9)q63a_wc!B>gvJ2qI>rca_gSdx018Qj2p-^$92x7P zuseVlFf8D!q9NSB4|ydLdU)R>6cUCv^Ad?&yQv8=06-u!A?E-rbI#C5?|?=L96R_# zz(NTU8u}Oqgi0ho8UZJV6H6m9L}GN;IiJlH-Q1h?Hr(AHkx3o-?uJesFycm_0oh z{y_G@=njDh!Jy*cNe8bD15MO~2a7GA%Hvkh|MpxGY>7B5KeFW^74upy9=YTs239gVL@E!30R6wi0 z8^@R2KbG9tMz^lv2?Jw2O5I1dIeh zsxVF5-N0QWm1znt02xM5y$28?BZ;{WQwq<+I;JoMr;LSQAy9KiXwBakIg6;-z@&o` zEs5Al*TR-jAt<~nT9BXC@a!2q0Kx7UfN7sH6J_%ol?mm7K8aNx_EE%w^7;PM8{8>6W4h0o3c zr4nQ)Y!Qz!5f@GF4s-iv^nPy^jnl@uY%? zj{)FH4CFXM36~j#i9^-EJb{2w*V@%`7Me0x3J*{NU}G~51B%y zxpg0co+KIpK}0|VSg~|31GIklmmM>`pZO5ZS0I{(2LUoqVN-1#yXA7MRv#99ov|d=Pvb3Ci7U- zyIDd*WGqLXOT5@0_nVJ3{3v8nvY7aotI20f2|A4v@pBbD+?h@!)g}V~3jmZb zkG*k96XUWURVo)M^GRR=5c3Js(+@@(jyVi~IIU?i`Emmfff$0m$ zE@>(A<+c46u24pqM-o|-3O}t~Ol}!+*C~dDFT=SRSK_1le+%|i`b%!_SYKEVqE9@g zQU4d4e*()9;J7oay8Nv7KLq?E0GoSB z!4WoWBp?Sz3kEPVk!%KbVLK9lNhHls`oJ? z#nA~}m{C1UW$$I!jCkX3h-l$LbiFtumT|^q43B_mQqgLWC>Ue758_Dq;$ZFp0UnO( zfe{jftPAKwvI8g3xpx81T;_tcdyj4e!;e=+V-hwsDjxBDHW|nWC;)^aGZ7GH1}jcE zYr{`Km}w;oB@ca0)RnxwJCdY2ZT@{CqU7zNB3zN z9cip78CMLiqI&1 zeWaSv5se_2(Fjn0b6^HnL__O7%y4#d3NRAELYyJMS=cuW6CsHpf}%kO=$cb5!I_URYG4H_u*b+u~ zbJU?z;F;v9`#y9dM6^y0NfKi+L2z(#GzD--j3kO-%sH7A@gkI7zb4@wBS#P$DYC(_*OUgM}Q|legE!?69Kwyh8P>>QL z`1dRpFoa`PahDiDO>rpU;h>W6U<64~X6Qgw!2^MVv4suFK@7MD0pOfu)jU$*_bmOt z8L$WvoE+y;zP5em4rMwK$T4sPr(7&EG>(Sa4bd$^CEEAy9|n^H_5cYWbpb-g zqf6!~p(g-0?cNr-)R|MWr`v`K+ghq4zH5FMFjB;#kpoESfRvpi(T9{ssns}c-l4ZO z2S^s_ZCnN;f}kal50Rpw&56(;5Y(+Jg(M;-#%7I;!6AV#WWyE&p1BA)Xht7wO*$q{c31RD<#Tcdu*bNeju(-mwKhk=Q^5*$nWfq&qz#<`0Oq4Bwh5<{Mmk zUvIA*>oiX;_7eV8J=4J9?$iG@Pw8klP(va@v?h)+xLdU7(eI2qGk2jNNpGW%7>l6~ zsz=~>klNocbszE?(_1IPY-srK!&6s?HF&V$85_L*0XNsu3w#70!V;y`jYSzolOtGX3&oQ z&E(5%{ls-E+j|*}nPWM%)44okDmzLxe}qvJxX_u(n&fDInR8ZDO?=t$OmcJG$L)y3yd*EFkIl5ncyy?P3MPU)}RI36WUNY+ir9#~%X_~!f+1r!DN$p|pL5kWRm{>U^V4DNimI=`*- zEG&h?9V37thS^pRBu=w0tfdT6jh<|Xs`No=O-5UD>-RHqD!E2@jGSt_?YAaKmy?Ku zyK7fN!xkE`o4vb-f324D^2MFENE9XQAgaK9oSt0Jj z0F*$HM)(meK|DHfy&qt9hFpMU=-m+w zg*hUcvQy@?W?U_=Ee>UOfIvV@(GemH;(&paVDw&fOc@zC0%w#W;^3`m^l&f$Vq1|h zB7p+zs=I>;ff4ZOWTW=p-93k62utGAN^b{2I5Y>ha7T7_WSHhc=>dq%qBn4iJT2uk z%k?Ei=wS%GxG@5B0|(DIzzG>h%t45e5S_rPht?Ww0nP+LN{N^=0>tRG10C!gs6+q= zmJ|cD4kFhv0)v=UN1yUQ9q7Vj$e|%~X3o03ifBrxP|V1KkigL;5h_H4DX1!QAqms^ zbl)=oI#jVfbDc8e$dH#YfmYY*wx?jGk`ozH#}+&QspSHar2$qqLWE=F@Ny9mw2?*) z?%hD^H}WwFaR@35v*?jITUnD+U_=B2fmyhcIZX#2rF8uMwV4PHlkpyTNAF~Vf+)}( zfiMuZ(GqrH7eYiQb+u8Qrg~x&5+?e7+Y1DzsP}WEoxMvg4znwIkI8l7<0Y`U2E@*c z?rb)YHklsK43Gd5P<04^IfMc>gEtCr7lM`Slms(9nEY-wqB$a9kU|7;Wtj;*)ZN@D z08s$ZFoNFGl0R#ap!XrdyqAie^7RC&00qp%8`x`kB5(8L_u5MzH(hw$2!8t%M zNKBK3pfNY{4&fe2K>^sAoM@H>>p&;ONDOnbEa{kymkyPNoSRS7*2pfXru_9V*p6NKsHPs zBES>i5=InvM+ks$hcFz9AYicPoO1HWmiIVPr;*aEp{X|jKq7-M2MB^7u;``)q+zPv zh}}Jg&A?lRW5U#3#A6~s#?S-QsX4M5*>H!($%zc3njt_YqHwU$nH9~1$)@VbdYBNU zMD7k$b9O!+kxC&5XzsnD12{3EnL1!32#Qd%0Wgq=j59K@n|2S2NZ&KVl#&IvHbC3V z9;^l$lniJvamt|}$jmV%#w9~%q$RQgWhSP0u)KDDXFHsSq>*U!xS2Bnc2B9_$$Ew& zMiG)^!2|=q5uAwuR271peE?OkDOAWr94I=tIfi)*8nc-b_CtVX7s^XR8dy~CjsjSi z7Y_@pMj9N@AXx@2wQZEmbA#}Ocvu}$@DexC-h|uG%R@PLAVDz_fKY{!mTAVOlFjULp_rZcp?&VjNuX&$bkHN zWH7^UbVPG>6Y`Qd?RJc+?w*8&5>R*wD-tCG5?}^)XBi+E00BE%N^HX!ksZ8t63m=? z^@73HXhqM|iAg5py!F7k<8ey`WLgauDyN}S(oC;!V;Vu*siXJY^GCX$xco!Z6UWJU z@su12k@?Vq3ur2mn6QqKGxG%f=*xk@Hee{Ugha;P2P1(TnW-}yreHC&%B_Oi=?_3h z#0VdO?rt~&RoJMhD;mY^bTszv#)cQGeYVLudV~%zk!Ytfes=tyL{CrpfjZP>gWOql z3JO_tggau&AV$eJ+@toEk7YgPIUmb%2kEtP_w!h8t(24YXgXl>fanatf!E&^x)TX{ z@w@ALB({g2?FEz?ETdnC@cHP&aEI}ANq3`i`IX(8gp$H93r&JzygX>73I~W0Xt8#CnCs)mIhJU*8pP|$ z7<6VYoKT7*AxG!U+7RI7S;tp|Z@ELNAJX&)*4e9%?RMc?Ic<^cHGB-3Yr=QJzY$q9 zFFl$@Ph+3i81$W|gfz!RaDsTHao|BfJ3h?pW%84G554cbvQx%SmfQBUPE(fGy)i)| z-u0^5?LVh86h5dvxc-HD;hP}*fAmuf?$O2X=X4O4=F$~w{dk_=C2!tRs`H9|%SW5c zwwO^k74UYeTP;k8SeDh9(y|hS?YD)5PD`Kju64To#R6#g7>UB!!I5jexbga>w8JN55;7Tpl+a$hUUeorCyx{sc_Q+_xEB)zy2D3 z{Oy5@VCSVt*aWzhDQmf1bI7 z{zio4mliH(<@AxgcK943k$*-i1%%vn`;z4MN&aqdD&v3S@!D{T43ByTV>yPqshN6r z%LEWKo_1TxJ%Jiqqh-W2O4g#o6P25f-ft{uxc-*B!G4M8*pG6ah1rn?D!G&S9@cRk zQy=aUKX4g{8}xqLG}B-|ula=2mwMj-KlWj=`~h+gc|ji$U3c`|B; zg<7O{kT4j>krd_-xBkNEgpA%Tj^_6rFqHKe_a%OG1msj0fl$?5$&^Ra6ig};rbMVw zsol*7HZqkyC?s>Egn24bV_$9?3U-`3fFx9m=wp)H-OUFj9Wa{qxuAA3}vB{_auu`g6hbOdLU@pZ5Sqm3Qsnu?#4hj~{ z+z~iYLq|7^K%gKV1jb?HPX}``X2v)Lq@ed;1DdJdgd}kwLj!m1Mo64Ggb)!iqJUVL zQr3_F%{Ib)K*V7&1&DfdEqCqVWhgTn{Iu7^dQwi<~-U2LjN{f(+&{ zJjPIhnMDQBBLIM$4F!~P{L5MjcIJOZ~dByJERQ|D}`;9-uc;eOv{mIad! z^`Q0fK?{Dnzj+u!FaW!UM<5tMHy@)3M1gP!A|?<=2#S3I8NkQRd(6|h=d_XR3!gV8 z%97TUPv)cBP_Hc-99ZCiVLJL2(bEjmB;>R+17JmUYvyf&DQV!Ld3o^K!-pCAa7R-e z7GAMI*r0k(&CPg^f>dyRy?;9|=R{dO8%_D_$o=R?9Mgck0>e6|so-D;9>YevihL}2 zMcn%^(MeVr@KMPhZdH^0lmQ!dajo?AuLERzk{o6~YP3DY|gO^C#G`3uYXw9uZmaQp3qOHaxK*EM}{(=0xN_` z@HsE%B**A&7@a=0aJ;_e_m}y6fi#Wz++&{J_N|A-lfxrPPSDM-tW=+JF7q5~-V$h0 z8oriT$K!R0SjHHw4`dcPyV16L(AOAq1_eO~0=02Fh^~yQR>=z|!rl+)Baf@R{pIu1 zzgy?iJc;gF`^F}=R zCD?dMKr@tio2JIc>6fNo82`&D|1za|_kX#^p8)>{c=*5ZJrgYAg=odpSg2q;{{DD9 zM?JlFNyf8}8RmP%-_G09H15T^`gCJ4D2V3*$&SyF9m*v0ick#{asfgv|ItowVn-T# z>M~Vz|BCP#>AJul>i7y_s{eI|1D1EChv(hi`>*al1APkJ7R+7bS9!x8{I8j12)~F5Yerg}tvV}0FtTJKB368pH0A$l-J8)SdIZzT`4UhtoV+5`UcNx&Nz2;euue#W|SoeX0 zPbuXxj?rnDZoLO{UX}%hRdWKKic6~uJunHnc^VB|`@DW>5FS5;uZe$PHj{URO<}Zf zAxtR&8>9r1bUUB|&H@(N%?UfP5>qK358t##^ay1hC<5%GJGFs=f;2JDj=kF$eZ)>$ z05hNkbO$2>#0ZN`e@9QPwWDpzN!BxU9p7H>9~~9NVq%PxQh-_u1xch}!JJ4!2S5-w zj$s+6Bpd*OkrI;D(T)y4cmO~kB4;WI-MhBl6elt?BovWCK`9fn6O9x>h#@r3(7W5{ zplahG^>8o+|Go(g1PB0L+bx&*`yG6q7Qm?6n_AuF$Lwe})J>e{h;S$fU(hB&Da;0F z9ovqk2t)ST&#VHx)sS?brvmB2knLV0))5f8=W&~yfFBb)O8Kl+ZH%x+u0%iyB-QE| zzyUXi?>nl)9WdZDVDsM6A|SMD_Tls1r)x4s15(0>Aam(1hM6QD#UeC@4hlfZsmRRv zd`;$Zv$4tWDNG;(5DV^^^+?u|f_srM3q_I&tRA@&f>aVmybzSUyuVjNy0cB>d7wFP z#Dr8i{>adP-crd$*xJ$eqxIeLfRLGm(}duS-C2U!-4Fu52YLZW5SfUDHbA6^KxH(E zC?PB40`%DnHid3POe>k$2#e=Q0%7=2!wDx&x%yGZ;GBnc3!?}`G{TV(rzn@Ln@ap} zzCZ3`d9!8Xfy=RId;YhlX9yGa6V;lSZ zz@?r35U6e)jwt?kN~gg402BFmpSuwZGfnwO1sDV@IuSkcv4min|LwAib$Iv}}G4`Q3-iBeJLA zs=U)wBgcVLPoEA2W+Y#t{s8`v!KSehS#hn>rr7E_=R zaqQ%28tYm)qrus{j9s~nhh+X(`yKUq@_M>OdP|d?bAIl%p7)1zoV{788<~x``2F!X z-$Nox&(V@<8lGd!G)QaaBkWDMP6=#`Ue&!>UKhpFW^1(xLYeO{AMmV~uc7brzD*I4 zu@#I-aw%E<(2km*olp>4OZeKP=5kAJ$W&bEmU=J@Z=zL?&El zhr3e~ANY2E>Qv>LP*R?`P^2(`#C(}VD_N3`;X~z!@KR4t_aAS;)7v%_@guvuj`4X5-m&i~Ce{rgYfzU1SD?Q5o+$f08+Ypiv) ze@(Ul1W4|(+$n9+Z@dqg6b{lZTCzQ&pOn0%z1%^^Ctm(+&EfVh&-6a~PPI=h>@<3R zyS$I(NM)H@|MjGQIgK@U%uTSVO!t=lv7Fvb$0-K7rT|gk&E}3LShA;Ws#(@J9%uZU zi6$MtuChOs(;6q-Hypi0&ih207pgp8^Y+IF_`3;zQa@n%0@J%$pZS9%=b0Po*6S2} z;c^PNKumJwF9-k{Wb)GC=CK6ZvWj-S6q z-}Wjp&L^7|NK-DEv&iwfF!1m(vX>vm{5+VXnDFGW^LoIkAJkEd`P%z`f_c+~clZnE zuMhbweI7n`(W$i8Dc|!9N@Z`XJB}T93wzLM>IFOY9!esdJ;s-NpJM#=wmiJWkJJ74 zGHWltl;d$bKI=5r2bl>^hcDL_dy{D~vHSMcY?lXWvI79alkngAP#d>#|9tji>Ake} zuqNPrdi>k$7RS}qAeYWn?XASM{QeI++|d1zpKvUod|peeO@IHVB)_D`r#pWh)z5?1 z{jbyg+xsImksb28(Jom}>t67c$3FdXz&+vxp(~s{f7A(T{B}rpZ3H?JZl`rT{)qYr zU*v}|QH%NLr`NAoKaW$>DXX6S%U8~e5xaJ(x6{~X-Z%aInEx+N<&O{6`uq8v%li*w z`}lY5`NQ8H|B0{P9!Mquvv(i2*tVs^yA(OC4?3OhgXR6Un&WgCM>Mv7&$w|`s*oYccY=3U|; z{XE5ftM|PuxPBPYaG&M=PImM1hvV|g`xCxQr^mOtRGI6*{)O|shTp1B^D@$p&nc>MeQ!@t_~_w%+rEstY<-e_7QK8{wg$Ury(W`dKt-= zdd$D)-=u#2Nb9RDhuOe*r-kx+y>`vXa@Iv-gf} zt=YJ{nT4cFqzhFMmAItoG z-4A{G)3=}hd`pG(<@)pgV*$ovI|u`h)9tZXKlEFV-*53ZoBZGR_2&nVf&WVMuM6X@ zzrMA{)T^Spy2-sA^!!D}FZb`;<6$i45AQzUeB#rKtRJ3ee0_gEoOejm(Owygnf3Gi zGi*zbbv`9MO?33=`LyAt%veS8`>o#k!t!8yKhq)M>*t_D;<6x$-?O{;GQ2PKlP+t= z&9G8wh6f9tb?~^JwpsUdVdFZy`1-Np8u%p#NW5zO6!;(S@Jm0_{#-@c6SfPjG2tNO z%ku*SVP(eNzXBbT;yTTi;!9bMMcT*r8Q%_<_R4x#{3cv_hi6`wJ@}YwfyTqO_rBS( z53=`yTTxVL7!{&1b%Rrw!!{O0skLh3+x{BgWL3Os%Pl_>hD z9}4?hzFo^+7b*Mb?SQr>7a}3lu&^ARw)55o$xY8zKZ^WR^I553&^~|Kp1)J;>-JGc z^yQyNbBh0^9luC-fv}kH@mC>qk%MG4!$~*X^2ltiOW7eqU7zEY>aT z&5pg``u1_FWyMj_+s)ip*<^YF$xQy3^jbWY{a-HruM6B~KORWT?lvF9V|jM2p1bR# z*gEvbcwfU(~gEWI{&;#44A6-04E69xL3I5&p(Lf7}8I3g5gL2}dmIrdp z^vrCkiUkf{Vmaf7M-Z5~?e5ML!E_INQ(aJT=M_#U^)3&1emm7`eS2eB&|QQ_!-qg> zy};@G(Cm(9T)&)l`p|i&z4WL5B>Qsw^nYyK5Bz&y|AQF5-0zk0b}q~Huer^zQ_sr- z3szo*%b`SSIO?iXEoS7>#Tly9dSrls>*CvEY1~F&88|=VS z>&fHHoymz^OBxZJxVxJf%;MMZmjBEIe zP>8kgs(6O10EEEq8KxO+9(!S?CN2OY@bFBYs>2S5E{a$fi?C3R!I30v5U64q0IX8O z)B1>ZLebRQq?lMtvQyujiZf?H!*C0q7D>1kePS`po{mVTBr?0<>|!*+0jFg^Hex~? z%DL3D$H(*;YzgDXW+DV7SJ1ZVjPj5Ro(Q znG-@7mP79d2^mDmOeh>E?&6>%EfUQk9Kr(ulyzso2=*w*$`!Z*79L-3e0!-ScE5q_}rAR^LHpklUgyELb=V8U~) zV-@)pdAP(gA+}N zVzAT)+I0+cxFFLQ6DFTl&~p$W%bW>^w9s;R>G_e0CjcWRdGD}qbl>uNla5NINK;}+ z!+A({#R$pC*$eN9`w`)sNJsV~4wMU*m*7*6c6UCgW?fTYUwi0JY)=VaT?FY@p#Dkb z9$$LCSHe1YJj_}3^@AL3f(I{}^~AUcP`V;bJ9TOYQa^_8qnm&8<1LTl{oDs26%-jZ z#@He@k6Z3(aUlNy@fk4^v4`83ICn)~3)D&w4q$~@#-!S)ETuF8@|;*P6;7n8FJ(DP zMSuuTw@0@()=%BaJ!>x)T+hMlHkcijF`3NTxr-^|{*Mhf(~yN5VR zKm<5~BLWZ+XE~|Y*u(8X@W!xNDf{{h+6siA;p_&GuHNVI_FZp(aT%a7>_8i7!`#|Z z@np3+^o-jJ&_9^`l7@A3;32o|{{DCnIC1ulU_gm&vHWw){{Z%rdSP?4Fr(rp$*QT4 z-eKQx9E!(M51d>tMjAz+Ah#04k&t$bG(FWUG%|u=`0V4r?fb|_hle-MRSv0dcz)MU z^!)Npyami*BV(F($XHl4(!r6u+ej`>wHqRn6oSAJcI$gGw)2XL z-G^r`2t`zpi71e^er&TlG1TW7=}90<@?uElGkv12o)K7<(}w|l%bOE%eU(yy4uZ&l zM0Ug-XRacAQL2Ds2!XJkE^WD7kCEWhDUu0E!()3?o3CZbvEI}6oR*fh2^=B@GW>l9 zLY#ox4!)(b!dfOx{1=4p4&Sg`@ibC1LV~2Os*W_BlK~LSX?g=VLq-k^I68NC=ZvC! z`3M#2#MmYV^$aKykr+U*O)Q}eC@?$VaKZz5+ntD+gt9WM#0wxBz>6~(6{u@z6x01k znn1S14Mjo45GSO&M_Pn|jhW5il&S7E-GUHRp)J}H*)4}7q$uc`qOlQ~H&#MOU<%0{ z*ySNd@vZI8>GL6v4P`j+_DjDER7w9)r_@M5A_!ceo;gqKm7|a`I+8OZF&AEtebR7H zf^*vN`AtAIu^>6*Eyorf03Ke-3q>JXx_S2l;9%c1j{yc?kr4@z1XO?up{Bl3R8ED= z9|oaB1`@PB*NsWk2x9L*mIZUH=W;3{kZBH)ndm@(>R=8*%z%`c1c;FW$jn3xo(QBW zOaSSbF?I`^;GRAs0)PO}J!fl)G@UFcvQ3u+SJ`L-L};=I<304AndvI!zx@8;E~#a*3!A{B#20~fV?;?mf>(ud`FJJg`{E=n`lQ)H+7TfmQ9;L z{Sh$@2XM;79{1L=Y2; z5gS6N>@m*>$mD>5H93g|aE!Uda#jgojhGq6r2;PiBC|7K68$^UDiHjLd6xyoOaqVv zoS6{m6Ogs64g*jUc~~G~DGG$`c-j0xmC(@hp3^D<0qE=r7L1A@k(dcYL>%+36=y9y zWYD5|@|fGc|IO*sEGdx?icOl9xfXyboEg(%AOKS$GDZ&z z0wod%+6(X%-=f-9zRKPgJ+okHl{{Ip}s;|CIK6JeYAh{4wxfkUP!ABZ(6UEPc)n z7=@I>ltCDP$dEk%3$Wk{Vsn7sq)0l?1fIwyk9KPjg0MAwY~w?pwbWQ-lY|MuV_~YO zM;E)-W1}M95mPmQkrdn!z=D!}XH0GmIgCdr81usuGLXbEEH)re6~NOmj(+~oO9+1B z_*N6r&Im#g@L(6OEKKTtkR>U)8KxCT5s?JU^f2@!1h&tS-C`tDN{Q5T1PGRlZVAjH zIH2zx64qP-j&ye?Fg5_kSyC1~Z+10b(un3Hp^7;8vIDa!gdn8BxTODWwr^ufW-*|kZe&+zP5y$J;HR!bXQ`x>=@kD-IB7k1uF=hM~r`P)QzaMdR z+yKH0ONE5{keOox$}o%rJqSG=283Na9Fn+? zGB|u9A_)r$fy{Z2d?*!O5*u0ONM&5@v6@J(OVnl0jO{4MJi5!9Ed<7NrJ3RuH5vvmtz;jURU!p*Rsp0e5N7kclM7I zh2DFe?qiHIm39u=yMe1fDKmKwa(x+&VMj)s1xxlgrf)m<2`y`-`S@C$Bu|T$csiHs zUl=>`9(Xuaij8pMRECa;kjof_WfiRi4Oh_)Mj7U+k98WP}%-cQR6TXWJy#E0E@TmlbG9 zd*Fyt56H6T2b2#D{%GB7a9?TEbK)}eX z=115DfovA9&pvwe4YzAVZcwc~xAtO-+`fFC?{CfN>}il4eA?9Uf#3)`68202>LQ?3 z@PsoWX6FnhKu01H#JO2|1X&80$FbW;Cj~uqp(^EqL4l9VgJ=*y#snlF%E0M72C1o9 zAwDut+liM8;03_|j3bTaaCgemq^{ZxV2}e;R8C;#T9@u&HnX<6v^`tgO}b0fSc{2s zsP+}7G9$1K$cdV=QZ3BOv~QUJhA^%m5OlGIwrs!5=OH%No_65F=03lJec|$IRapgz z($S)rmz3u6j?P4FQB=vj_hTRCDY0PXJQEC+?~nxWOIQVaTTXZIaE?bsCXx+$^7Uo; z7{}xKXoeMK&Yl#D5ak$qk|IlSszDe{O=RlnDZ{OY0aGeaI=BarAUg0wIFfME!H~(? zvjhS$N556>y0RhF2u=MEWbpNgDJP7r~UfEa;Qqp3gy z?Av{oY-_Sw@10o_d|-fRB1