From c354268b8c13c1769c84447d2b72613432db5823 Mon Sep 17 00:00:00 2001 From: Mars Ultor Date: Wed, 30 Apr 2025 01:13:44 -0500 Subject: [PATCH] final --- EEMLA.aux | 9 +- EEMLA.bbl | 379 -------------------------------------------------- EEMLA.blg | 29 ++-- EEMLA.log | 58 ++++++-- EEMLA.pdf | Bin 163025 -> 162867 bytes EEMLA.run.xml | 4 +- EEMLA.tex | 4 +- 7 files changed, 70 insertions(+), 413 deletions(-) diff --git a/EEMLA.aux b/EEMLA.aux index 5e3f5b8..361c69e 100644 --- a/EEMLA.aux +++ b/EEMLA.aux @@ -30,17 +30,12 @@ \abx@aux@segm{0}{0}{deepseekai2025deepseekv3technicalreport} \abx@aux@cite{0}{cuda_programming_guide_2025} \abx@aux@segm{0}{0}{cuda_programming_guide_2025} -\@writefile{toc}{\contentsline {section}{\numberline {1}Implementation in Rust Using Burn}{10}{}\protected@file@percent } -\abx@aux@read@bbl@mdfivesum{A4BF38394F3D8B19FB0185ACC0064B31} +\abx@aux@read@bbl@mdfivesum{749C0DD7F17CD79B112234BEF9941550} +\abx@aux@read@bblrerun \abx@aux@defaultrefcontext{0}{ahn2024largelanguagemodelsmathematical}{nty/global//global/global/global} \abx@aux@defaultrefcontext{0}{cobbe2021trainingverifierssolvemath}{nty/global//global/global/global} \abx@aux@defaultrefcontext{0}{deepseekai2025deepseekv3technicalreport}{nty/global//global/global/global} \abx@aux@defaultrefcontext{0}{hendrycks2021measuringmathematicalproblemsolving}{nty/global//global/global/global} -\abx@aux@defaultrefcontext{0}{hoffmann2022trainingcomputeoptimallargelanguage}{nty/global//global/global/global} -\abx@aux@defaultrefcontext{0}{ivanov2024}{nty/global//global/global/global} \abx@aux@defaultrefcontext{0}{cuda_programming_guide_2025}{nty/global//global/global/global} -\abx@aux@defaultrefcontext{0}{app14020744}{nty/global//global/global/global} -\abx@aux@defaultrefcontext{0}{vaswani2023attentionneed}{nty/global//global/global/global} -\abx@aux@defaultrefcontext{0}{Wang2024}{nty/global//global/global/global} \xdef \mintedoldcachechecksum{\detokenize{F97D47BB20F0BD69D0F92961482F0074:10}} \gdef \@abspage@last{11} diff --git a/EEMLA.bbl b/EEMLA.bbl index 4732118..b167823 100644 --- a/EEMLA.bbl +++ b/EEMLA.bbl @@ -1492,214 +1492,6 @@ \verb arxiv.org/abs/2103.03874 \endverb \endentry - \entry{hoffmann2022trainingcomputeoptimallargelanguage}{misc}{}{} - \name{author}{22}{}{% - {{un=0,uniquepart=base,hash=92d226c4ea870c0e9df2ceb8bf03d8ff}{% - family={Hoffmann}, - familyi={H\bibinitperiod}, - given={Jordan}, - giveni={J\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=c28d74501d531d6672ccf4c28016c7ac}{% - family={Borgeaud}, - familyi={B\bibinitperiod}, - given={Sebastian}, - giveni={S\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=e9a587c57b1dcb4834850800386d8aca}{% - family={Mensch}, - familyi={M\bibinitperiod}, - given={Arthur}, - giveni={A\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=eee8c4b85d5c4e1f4bc70218d34ba69d}{% - family={Buchatskaya}, - familyi={B\bibinitperiod}, - given={Elena}, - giveni={E\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=3d7a83ed6eb983ca17cec804631dc22e}{% - family={Cai}, - familyi={C\bibinitperiod}, - given={Trevor}, - giveni={T\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=5cc07c10e9f1ef5fae367662553d982c}{% - family={Rutherford}, - familyi={R\bibinitperiod}, - given={Eliza}, - giveni={E\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=47f81e65396e1d91b7ab70d59f69329b}{% - family={Las\bibnamedelima Casas}, - familyi={L\bibinitperiod\bibinitdelim C\bibinitperiod}, - given={Diego}, - giveni={D\bibinitperiod}, - givenun=0, - prefix={de}, - prefixi={d\bibinitperiod}}}% - {{un=0,uniquepart=base,hash=68b917d11d355ed641ee448751fb3ba5}{% - family={Hendricks}, - familyi={H\bibinitperiod}, - given={Lisa\bibnamedelima Anne}, - giveni={L\bibinitperiod\bibinitdelim A\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=7a7fdb4cb72d04e1eaa8a6a2ca0358dc}{% - family={Welbl}, - familyi={W\bibinitperiod}, - given={Johannes}, - giveni={J\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=b06242c53973106520ab19f8e1fc3799}{% - family={Clark}, - familyi={C\bibinitperiod}, - given={Aidan}, - giveni={A\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=0c1f2b1cf15f9e15216a9e652512bf6f}{% - family={Hennigan}, - familyi={H\bibinitperiod}, - given={Tom}, - giveni={T\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=70b3914180795f8c87317cbd0599c942}{% - family={Noland}, - familyi={N\bibinitperiod}, - given={Eric}, - giveni={E\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=da626c813aa81825001015989a23f850}{% - family={Millican}, - familyi={M\bibinitperiod}, - given={Katie}, - giveni={K\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=54c5c572d4fdc5d822c240b59fcadad4}{% - family={Driessche}, - familyi={D\bibinitperiod}, - given={George}, - giveni={G\bibinitperiod}, - givenun=0, - prefix={van\bibnamedelima den}, - prefixi={v\bibinitperiod\bibinitdelim d\bibinitperiod}}}% - {{un=0,uniquepart=base,hash=4da5c824138e58f9def8fd792b5ad94f}{% - family={Damoc}, - familyi={D\bibinitperiod}, - given={Bogdan}, - giveni={B\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=8bc2c63cf1c4c6e9e4d317839dda4de2}{% - family={Guy}, - familyi={G\bibinitperiod}, - given={Aurelia}, - giveni={A\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=643f92e8f89f2746a4c1aa077d225755}{% - family={Osindero}, - familyi={O\bibinitperiod}, - given={Simon}, - giveni={S\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=9d16b7284df92c9adaee86c37ab992df}{% - family={Simonyan}, - familyi={S\bibinitperiod}, - given={Karen}, - giveni={K\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=6aa92a937d4d30dd0b5ec0eecbad1bf1}{% - family={Elsen}, - familyi={E\bibinitperiod}, - given={Erich}, - giveni={E\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=8dcdeb16ef3c68cf8396226668804fe0}{% - family={Rae}, - familyi={R\bibinitperiod}, - given={Jack\bibnamedelima W.}, - giveni={J\bibinitperiod\bibinitdelim W\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=494b568c5dc85ba8f3f409635f9c5f25}{% - family={Vinyals}, - familyi={V\bibinitperiod}, - given={Oriol}, - giveni={O\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=50d24de916599d306c5cb1a77156e4b9}{% - family={Sifre}, - familyi={S\bibinitperiod}, - given={Laurent}, - giveni={L\bibinitperiod}, - givenun=0}}% - } - \strng{namehash}{8be79936575bb0d5b77c96da6d2a6d52} - \strng{fullhash}{fb6d92421541c28738787855a47da527} - \strng{fullhashraw}{fb6d92421541c28738787855a47da527} - \strng{bibnamehash}{8be79936575bb0d5b77c96da6d2a6d52} - \strng{authorbibnamehash}{8be79936575bb0d5b77c96da6d2a6d52} - \strng{authornamehash}{8be79936575bb0d5b77c96da6d2a6d52} - \strng{authorfullhash}{fb6d92421541c28738787855a47da527} - \strng{authorfullhashraw}{fb6d92421541c28738787855a47da527} - \field{sortinit}{H} - \field{sortinithash}{23a3aa7c24e56cfa16945d55545109b5} - \true{singletitle} - \field{labelnamesource}{author} - \field{labeltitlesource}{title} - \field{eprintclass}{cs.CL} - \field{eprinttype}{arXiv} - \field{title}{Training Compute-Optimal Large Language Models} - \field{year}{2022} - \verb{eprint} - \verb 2203.15556 - \endverb - \verb{urlraw} - \verb arxiv.org/abs/2203.15556 - \endverb - \verb{url} - \verb arxiv.org/abs/2203.15556 - \endverb - \endentry - \entry{ivanov2024}{misc}{}{} - \name{author}{2}{}{% - {{un=0,uniquepart=base,hash=1935b6f0043d4bac823842ff5d478faf}{% - family={Ivanov}, - familyi={I\bibinitperiod}, - given={Todor}, - giveni={T\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=495d2036e580863cb79ad80a7bb2fc78}{% - family={Penchev}, - familyi={P\bibinitperiod}, - given={Valeri}, - giveni={V\bibinitperiod}, - givenun=0}}% - } - \strng{namehash}{259e51507bbcab245b7267c088c1998f} - \strng{fullhash}{259e51507bbcab245b7267c088c1998f} - \strng{fullhashraw}{259e51507bbcab245b7267c088c1998f} - \strng{bibnamehash}{259e51507bbcab245b7267c088c1998f} - \strng{authorbibnamehash}{259e51507bbcab245b7267c088c1998f} - \strng{authornamehash}{259e51507bbcab245b7267c088c1998f} - \strng{authorfullhash}{259e51507bbcab245b7267c088c1998f} - \strng{authorfullhashraw}{259e51507bbcab245b7267c088c1998f} - \field{sortinit}{I} - \field{sortinithash}{8d291c51ee89b6cd86bf5379f0b151d8} - \true{singletitle} - \field{labelnamesource}{author} - \field{labeltitlesource}{title} - \field{eprintclass}{cs.DC} - \field{eprinttype}{arXiv} - \field{title}{AI Benchmarks and Datasets for LLM Evaluation} - \field{year}{2024} - \verb{eprint} - \verb 2412.01020 - \endverb - \verb{urlraw} - \verb arxiv.org/abs/2412.01020 - \endverb - \verb{url} - \verb arxiv.org/abs/2412.01020 - \endverb - \endentry \entry{cuda_programming_guide_2025}{misc}{}{} \name{author}{1}{}{% {{un=0,uniquepart=base,hash=a2fe9051fe051f819bd739ef3e340377}{% @@ -1730,177 +1522,6 @@ \verb docs.nvidia.com/cuda/cuda-c-programming-guide/ \endverb \endentry - \entry{app14020744}{article}{}{} - \name{author}{1}{}{% - {{un=0,uniquepart=base,hash=d8c43e5429158fe51408ffa847a4a856}{% - family={Testolin}, - familyi={T\bibinitperiod}, - given={Alberto}, - giveni={A\bibinitperiod}, - givenun=0}}% - } - \strng{namehash}{d8c43e5429158fe51408ffa847a4a856} - \strng{fullhash}{d8c43e5429158fe51408ffa847a4a856} - \strng{fullhashraw}{d8c43e5429158fe51408ffa847a4a856} - \strng{bibnamehash}{d8c43e5429158fe51408ffa847a4a856} - \strng{authorbibnamehash}{d8c43e5429158fe51408ffa847a4a856} - \strng{authornamehash}{d8c43e5429158fe51408ffa847a4a856} - \strng{authorfullhash}{d8c43e5429158fe51408ffa847a4a856} - \strng{authorfullhashraw}{d8c43e5429158fe51408ffa847a4a856} - \field{sortinit}{T} - \field{sortinithash}{9af77f0292593c26bde9a56e688eaee9} - \true{singletitle} - \field{labelnamesource}{author} - \field{labeltitlesource}{title} - \field{abstract}{Creating learning models that can exhibit sophisticated reasoning abilities is one of the greatest challenges in deep learning research, and mathematics is rapidly becoming one of the target domains for assessing scientific progress in this direction. In the past few years there has been an explosion of neural network architectures, datasets, and benchmarks specifically designed to tackle mathematical problems, reporting impressive achievements in disparate fields such as automated theorem proving, numerical integration, and the discovery of new conjectures or matrix multiplication algorithms. However, despite this notable success it is still unclear whether deep learning models possess an elementary understanding of quantities and numbers. This survey critically examines the recent literature, concluding that even state-of-the-art architectures and large language models often fall short when probed with relatively simple tasks designed to test basic numerical and arithmetic knowledge.} - \field{issn}{2076-3417} - \field{journaltitle}{Applied Sciences} - \field{number}{2} - \field{title}{Can Neural Networks Do Arithmetic? A Survey on the Elementary Numerical Skills of State-of-the-Art Deep Learning Models} - \field{volume}{14} - \field{year}{2024} - \verb{doi} - \verb 10.3390/app14020744 - \endverb - \endentry - \entry{vaswani2023attentionneed}{misc}{}{} - \name{author}{8}{}{% - {{un=0,uniquepart=base,hash=7f28e84700536646dd6620a0db07ad09}{% - family={Vaswani}, - familyi={V\bibinitperiod}, - given={Ashish}, - giveni={A\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=62efade83d70f0323fe248755e6c90c5}{% - family={Shazeer}, - familyi={S\bibinitperiod}, - given={Noam}, - giveni={N\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=06649ebab1ea5cac0250746a19764975}{% - family={Parmar}, - familyi={P\bibinitperiod}, - given={Niki}, - giveni={N\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=831027ee0ebf22375e2a86afc1881909}{% - family={Uszkoreit}, - familyi={U\bibinitperiod}, - given={Jakob}, - giveni={J\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=2fd2982e30ebcec93ec1cf76e0d797fd}{% - family={Jones}, - familyi={J\bibinitperiod}, - given={Llion}, - giveni={L\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=27b07e4eacbf4ef7a1438e3badb7dd8d}{% - family={Gomez}, - familyi={G\bibinitperiod}, - given={Aidan\bibnamedelima N.}, - giveni={A\bibinitperiod\bibinitdelim N\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=f2bc899b1160163417da7bf510f15d33}{% - family={Kaiser}, - familyi={K\bibinitperiod}, - given={Lukasz}, - giveni={L\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=95595a0fefb86187cbc36e551017d332}{% - family={Polosukhin}, - familyi={P\bibinitperiod}, - given={Illia}, - giveni={I\bibinitperiod}, - givenun=0}}% - } - \strng{namehash}{ee273ab30cfb889666f8c4d806eb9ce7} - \strng{fullhash}{f82970bbd2bdd7a002d2af62b743d5cc} - \strng{fullhashraw}{f82970bbd2bdd7a002d2af62b743d5cc} - \strng{bibnamehash}{ee273ab30cfb889666f8c4d806eb9ce7} - \strng{authorbibnamehash}{ee273ab30cfb889666f8c4d806eb9ce7} - \strng{authornamehash}{ee273ab30cfb889666f8c4d806eb9ce7} - \strng{authorfullhash}{f82970bbd2bdd7a002d2af62b743d5cc} - \strng{authorfullhashraw}{f82970bbd2bdd7a002d2af62b743d5cc} - \field{sortinit}{V} - \field{sortinithash}{afb52128e5b4dc4b843768c0113d673b} - \true{singletitle} - \field{labelnamesource}{author} - \field{labeltitlesource}{title} - \field{eprintclass}{cs.CL} - \field{eprinttype}{arXiv} - \field{title}{Attention Is All You Need} - \field{year}{2023} - \verb{eprint} - \verb 1706.03762 - \endverb - \verb{urlraw} - \verb arxiv.org/abs/1706.03762 - \endverb - \verb{url} - \verb arxiv.org/abs/1706.03762 - \endverb - \endentry - \entry{Wang2024}{article}{}{} - \name{author}{6}{}{% - {{un=0,uniquepart=base,hash=7cca10cee48e9c197439e4af610acfe5}{% - family={Wang}, - familyi={W\bibinitperiod}, - given={Zichong}, - giveni={Z\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=bc41c1f771e246b6d8ce744badb182e3}{% - family={Chu}, - familyi={C\bibinitperiod}, - given={Zhibo}, - giveni={Z\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=82b0035db67db8bd400c34e8a5eec07b}{% - family={Doan}, - familyi={D\bibinitperiod}, - given={Thang\bibnamedelima Viet}, - giveni={T\bibinitperiod\bibinitdelim V\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=852b650254c75a15c1024df13b29189c}{% - family={Ni}, - familyi={N\bibinitperiod}, - given={Shiwen}, - giveni={S\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=feb96ca112c179e320db2db693e022b8}{% - family={Yang}, - familyi={Y\bibinitperiod}, - given={Min}, - giveni={M\bibinitperiod}, - givenun=0}}% - {{un=0,uniquepart=base,hash=dd4baede28b306ab6d37dd79d89a935b}{% - family={Zhang}, - familyi={Z\bibinitperiod}, - given={Wenbin}, - giveni={W\bibinitperiod}, - givenun=0}}% - } - \strng{namehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} - \strng{fullhash}{391aec39c1c26e8d5e7517c1ab227456} - \strng{fullhashraw}{391aec39c1c26e8d5e7517c1ab227456} - \strng{bibnamehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} - \strng{authorbibnamehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} - \strng{authornamehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} - \strng{authorfullhash}{391aec39c1c26e8d5e7517c1ab227456} - \strng{authorfullhashraw}{391aec39c1c26e8d5e7517c1ab227456} - \field{sortinit}{W} - \field{sortinithash}{4315d78024d0cea9b57a0c6f0e35ed0d} - \true{singletitle} - \field{labelnamesource}{author} - \field{labeltitlesource}{title} - \field{journaltitle}{AI and Ethics} - \field{month}{10} - \field{title}{History, development, and principles of large language models: An introductory survey} - \field{year}{2024} - \verb{doi} - \verb 10.1007/s43681-024-00583-7 - \endverb - \endentry \enddatalist \endrefsection \endinput diff --git a/EEMLA.blg b/EEMLA.blg index f807473..ebb1d00 100644 --- a/EEMLA.blg +++ b/EEMLA.blg @@ -1,18 +1,17 @@ [0] Config.pm:308> INFO - This is Biber 2.20 [0] Config.pm:311> INFO - Logfile is 'EEMLA.blg' -[39] biber:340> INFO - === Wed Apr 30, 2025, 01:03:12 +[40] biber:340> INFO - === Wed Apr 30, 2025, 01:13:30 [47] Biber.pm:420> INFO - Reading 'EEMLA.bcf' -[83] Biber.pm:994> INFO - Found 10 citekeys in bib section 0 -[91] Biber.pm:4463> INFO - Processing section 0 -[95] Biber.pm:4654> INFO - Looking for bibtex file 'references.bib' for section 0 -[96] bibtex.pm:1713> INFO - LaTeX decoding ... -[100] bibtex.pm:1519> INFO - Found BibTeX data source 'references.bib' -[312] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' -[313] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' -[313] Biber.pm:4283> INFO - Sorting list 'nty/global//global/global/global' of type 'entry' with template 'nty' and locale 'en-US' -[313] Biber.pm:4289> INFO - No sort tailoring available for locale 'en-US' -[323] bbl.pm:676> INFO - Writing 'EEMLA.bbl' with encoding 'UTF-8' -[359] bbl.pm:779> INFO - Output to EEMLA.bbl -[359] Biber.pm:131> WARN - legacy month field 'Oct' in entry 'Wang2024' is not an integer - this will probably not sort properly. -[359] Biber.pm:131> WARN - legacy month field 'Feb' in entry 'cuda_programming_guide_2025' is not an integer - this will probably not sort properly. -[359] Biber.pm:133> INFO - WARNINGS: 2 +[82] Biber.pm:994> INFO - Found 5 citekeys in bib section 0 +[90] Biber.pm:4463> INFO - Processing section 0 +[94] Biber.pm:4654> INFO - Looking for bibtex file 'references.bib' for section 0 +[95] bibtex.pm:1713> INFO - LaTeX decoding ... +[99] bibtex.pm:1519> INFO - Found BibTeX data source 'references.bib' +[281] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' +[281] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' +[281] Biber.pm:4283> INFO - Sorting list 'nty/global//global/global/global' of type 'entry' with template 'nty' and locale 'en-US' +[281] Biber.pm:4289> INFO - No sort tailoring available for locale 'en-US' +[289] bbl.pm:676> INFO - Writing 'EEMLA.bbl' with encoding 'UTF-8' +[326] bbl.pm:779> INFO - Output to EEMLA.bbl +[326] Biber.pm:131> WARN - legacy month field 'Feb' in entry 'cuda_programming_guide_2025' is not an integer - this will probably not sort properly. +[326] Biber.pm:133> INFO - WARNINGS: 1 diff --git a/EEMLA.log b/EEMLA.log index 8eb412a..ea3e420 100644 --- a/EEMLA.log +++ b/EEMLA.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.141592653-2.6-1.40.27 (TeX Live 2026/dev/Arch Linux) (preloaded format=pdflatex 2025.4.29) 30 APR 2025 01:03 +This is pdfTeX, Version 3.141592653-2.6-1.40.27 (TeX Live 2026/dev/Arch Linux) (preloaded format=pdflatex 2025.4.29) 30 APR 2025 01:13 entering extended mode \write18 enabled. %&-line parsing enabled. @@ -714,6 +714,10 @@ File: epstopdf-sys.cfg 2010/07/13 v1.3 Configuration of (r)epstopdf for TeX Liv e )) +LaTeX Warning: Citation 'app14020744' on page 1 undefined on input line 81. + + + Package fancyhdr Warning: \headheight is too small (12.0pt): (fancyhdr) Make it at least 14.49998pt, for example: @@ -726,6 +730,17 @@ ts/enc/dvips/base/8r.enc} ] +LaTeX Warning: Citation 'Wang2024' on page 2 undefined on input line 91. + + +LaTeX Warning: Citation 'vaswani2023attentionneed' on page 2 undefined on input + line 91. + + +LaTeX Warning: Citation 'Wang2024' on page 2 undefined on input line 93. + + + Package fancyhdr Warning: \headheight is too small (12.0pt): (fancyhdr) Make it at least 14.49998pt, for example: @@ -735,6 +750,13 @@ Package fancyhdr Warning: \headheight is too small (12.0pt): [2] +LaTeX Warning: Citation 'ivanov2024' on page 3 undefined on input line 105. + + +LaTeX Warning: Citation 'ivanov2024' on page 3 undefined on input line 105. + + + Package fancyhdr Warning: \headheight is too small (12.0pt): (fancyhdr) Make it at least 14.49998pt, for example: @@ -744,6 +766,15 @@ Package fancyhdr Warning: \headheight is too small (12.0pt): [3] +LaTeX Warning: Citation 'hoffmann2022trainingcomputeoptimallargelanguage' on pa +ge 4 undefined on input line 107. + + +LaTeX Warning: Citation 'hoffmann2022trainingcomputeoptimallargelanguage' on pa +ge 4 undefined on input line 107. + + + Package fancyhdr Warning: \headheight is too small (12.0pt): (fancyhdr) Make it at least 14.49998pt, for example: @@ -803,11 +834,11 @@ Package fancyhdr Warning: \headheight is too small (12.0pt): \pydata@fh@_EEE4DC88718EF2B9D35BC605B86C9E60.data.minted=\write6 \openout6 = `_EEE4DC88718EF2B9D35BC605B86C9E60.data.minted'. -runsystem(latexminted config --timestamp 20250430010315 EEE4DC88718EF2B9D35BC6 +runsystem(latexminted config --timestamp 20250430011332 EEE4DC88718EF2B9D35BC6 05B86C9E60)...executed. (./_EEE4DC88718EF2B9D35BC605B86C9E60.config.minted) -runsystem(latexminted cleanconfig --timestamp 20250430010315 EEE4DC88718EF2B9D +runsystem(latexminted cleanconfig --timestamp 20250430011332 EEE4DC88718EF2B9D 35BC605B86C9E60)...executed. @@ -885,17 +916,26 @@ Package fancyhdr Warning: \headheight is too small (12.0pt): LaTeX2e <2024-11-01> patch level 2 L3 programming layer <2025-01-18> *********** + + +LaTeX Warning: There were undefined references. + + +Package biblatex Warning: Please (re)run Biber on the file: +(biblatex) EEMLA +(biblatex) and rerun LaTeX afterwards. + Package logreq Info: Writing requests to 'EEMLA.run.xml'. \openout1 = `EEMLA.run.xml'. ) (\end occurred when \ifx on line 211 was incomplete) Here is how much of TeX's memory you used: - 17079 strings out of 475171 - 362138 string characters out of 5767095 - 1349253 words of memory out of 5000000 - 39836 multiletter control sequences out of 15000+600000 - 574682 words of font info for 71 fonts, out of 8000000 for 9000 + 17040 strings out of 475171 + 360440 string characters out of 5767095 + 1349083 words of memory out of 5000000 + 39798 multiletter control sequences out of 15000+600000 + 572549 words of font info for 68 fonts, out of 8000000 for 9000 14 hyphenation exceptions out of 8191 74i,18n,81p,1547b,2647s stack positions out of 10000i,1000n,20000p,200000b,200000s -Output written on EEMLA.pdf (11 pages, 163025 bytes). +Output written on EEMLA.pdf (11 pages, 162867 bytes). PDF statistics: 106 PDF objects out of 1000 (max. 8388607) 66 compressed objects within 1 object stream diff --git a/EEMLA.pdf b/EEMLA.pdf index 4d1941b239a4303b4dc7bf2b08868d99e37ce672..0a684b154d38d653c77eb3f69b55ab60134cd43f 100644 GIT binary patch delta 55031 zcmccklXLSA&I!saW<~}I(-V&~s@LC*@Xo(uCa~{!_?ti{-LUuWT{3eNGB4k93(%Rs zH2@)%IbM`Ub@tm?^qofc>3XM&Qf&RT@2gFG16WQgoeiA0_S)^MbIYHGZ!EWYB-WkR-~Z#`g(Ulq%@?}=?7zN0 zzP@GF-Qe?~6GSd{YU>09F6nwJKc}lL)6Y-xfQ$r7VbiJ&A?>u( z>0xiu&v&;SZcNMhI$Pk!3#EF0vp)?#11BC`TGv+i%p^~Au??H|C84Pkw>>%U?A^pG z=63CtzEi)!#lo+3#S$MJtkt$?{pP*d*JXQY;XdCo1EQiS$+3s;WJydd~3su zyo!tyauU~eg#O?2_S;@D#ZopOW9iEdtLHpfaYpN{idliZ*51786>Ez(M|gbNxqRIZ z2mAKKm|$gz9TT=KwLX-!=-*G7w1-#OfAn6dZri zWo#P*m|B)CR1<7=b)1>Vnec*jrS!F}ci+8uK6CluFRz-z{4ZQ|zhZE+Jo?bg#E8jp zN`)`EE?w-EcKX7oeb4HzxY@&Nd?q`Nxi3n7q5N=?rFn_alG(5Oh3c1{*5nX>CZkYZ zQ9VU3l#NHm>FI&az?3@|lk!hCIwx3c*{^zdG5@(2Kg1P$FHdILzTL{}%WmzW_cnLF z2TC1FoVaYAz~0I3$}eAU_^@uqBerELSw&xUUQM?6=CXEI^-mugoBoU&iKjUBmaV8Y zeL1&b^M?i7vQFe_F+|+{<218=QoY&Fl~WJ&oHL#s^dUm=Rj`wEMSEL$`&}V<(J5aO zxQ@mxy0<+*)bFQF@;{Fk>nyq7@wN&GovV24;!);y(lD~}`s2CtE2r^HX1`_S*tYY{ zdZUvC)e46s8rUbFv^_DiD9gmxLD%?6+u0o_J52uEPO!Xu{#Z@4dB_ePsm0$fg-qX8 zZ~E`3Fw?RPXBSSF6EMD2wQ9$+4xeY&c6fi8BK>Xl<3ml)HXK*$v|RSC=YGkY)tBrS z6`bGwcTv+7-Z}Ml(|GJm)gN5-{2TW3qE}gg^=+#qj!PGAjhZB;)Hgp*uKk?IoJ&p~ zy%9ZI7lkg%P*XoBRBh;XaT?EzZKoXyc1SvHXlwpl|4F9#?OLynqhA+!@8NQ^nZcbj zap8fI@}Trx0&6}9ov)a_Y5Ea?psm`yZ*PSj(ePV1QDecx6I12>|Huriba$OAve}DW z&v);2J-2el7?FE>?`geVyTd7wtwu;BJJ{aYFxMn=lU6`z%fux;3+6Z8>MpuG&rp27 zf_vh;gMYg=1sT`>IenDpsH%xfVcR0F&D9rD7P^*+r!4($RdiFtbCs7?oLba{#m&y0 zllH{03Tmx#33TNvReNbHse0<*$7?t9`!-viN`0IaXuIQqX26UPv-R`mIcW9m?L9n! z<5q6MgH0*N6j?XjnD)8*^k2K^basKkFT*h;Md($6}=! zC^}u=#p?e?5B2j(d&`@+PH*z4Q&@FU=xXaVz4XJKLQhg26#2Tz-Z7f8{AQ+!cFD*1 z-7^|<6Sr+zv7pXNWjcRW_#IqyA?9a_v&${%~Mp$hMj^ouj7jkL)=s>fTmutS5cm{_^ptHk^Ia0mSR8TBZ+@cK<|eb-hI{-A&zw2F`R~1daTR82g&dpqZC++B`Rnt~ ze0Pb5$y&2m+V30;J6Klxv1a?eAL1KlZ8M%;n9U?Sc`BP2lO?pi*&1=W=(d^2-QU_< zv@Mf0MO34{U7D%3&bsXNNsY-bRbm}fR2Hf+iZLu+)m>Mu&k-|0VP(p$7hU=`?;hVN z)|+vLZ*$7Gg0E%OU!T=(o2NUyd$*2v`t83td*gJc73_|@uVZ#IC;E(?`}dErQghEQ zQSl0S;`1-VOX&P%oz6=?zQ3(MAKn?AXBMA3?QPDE$Q-k5>$#KuWV9FG@;LZ*?~U85 z?SlSD=x=_ZpF7{HXqnNuO&Nmc!%wT+lAF0HK1;J`)g9)2XFMY>9lH0v)#j){>xo0> zSDaKlr?hD1gX`Z^56)b)s`JRsD2e_9vnzK+-BI0sty%VD{9#wOu)uXQmjwUjYYu~rei!&;^%p0%Gi-mp?)0H` zOGI5XzPtH8xu&vY%Y|Y#gS%T2L%YlVygKH4;|6E+mMKNkCpJ6mzbL(dRm|pgJJ*Nv zJ7$LjDedI%yt{qbq)>r<21^)@8mup~t2VvCC#Zb8luu~W1;#t;=3b7v?Ne<(=dt>- z{)~i#bssF$Ce??81h0&-y0^Wbl$r4vI*p{y37FyuA^P>7GKKHc-C3>r@-9$oz zHM6J0FHO*zo}jer&Fe)uRo@adw2ws|{m0iloqOs2c*ps-1^p*)eQ2o_mpU=$RB_E@ zMYs9$<1QHTtnLr;Oxd%imrsOOV5`|TL6f8xJDN>+;_ffn+@`&xzH)P?f)Go`(TK@+ zT>J0z32&G$ec{rg39UxQ*1kVrv0}kBJBf5|j=Wn;O&6nt8gdikw<&(9-XR&1b!nPa zjX>`@>0EmT=G(KGU-y(emM}lOZ*Hjk!uJ7{Gwv3CTi@(5ok>t~n#j5TlTA|GMT+`2+{n=aJd&{Xn&gjTq(-!nyl2QFjf81HVWO>6Rt-uSHZkDLHHRk-fBfX4Wb5+Ndo+oxSo|n&>JhV}~ zb9Y;dyi}9_`MtUORU$uq`LgE0u9Bst?_=7pD?YWD&p##DvxGly-=7O{k9f9lxYhGZ zE9|%2qv>|J2_;GhD#fs*(4nHfLgl=%XzY8x)A zc(P5ppmEDIWQFaVtnmBm^D0h%5caECP^rAMRbayb{T&|F@;XfUIS=nUvQGGPCrI5! z<5#+KrQh8dVqpbe|2$eP-tL^AAad?w-(-V&;f0E-H=UYiGiUH8WS^>Q=6635>2YK} z&u6A}msDc?gG>2?=lj%F3x4@Hjc4)eYT-oQXUnE+ywM_a-J3tffg@W-_GKL3q2`-! zzE+D#UF{QN6-lYT%2{T4Y11)374f41v07dg^8-~yf4>&oHck3U)eEPX6K2T|ceD3= z+W6r9^m@LU{WF!DGTt247nza1snf@Nfr7iog!kL6bz7zxuq!VU>g(K5|K)(x3i(C0 zF;fb4T`zvwQFkZrQjxv-!g7V0n1gaxTZKI?-rgfpdVSYH#UrL`j!uzg4B0THl5xhR zxOgjxOP9(Px`%1M$@$u;^p@wqmCF6wn>ydBWyP(2*1*nE|9_(5eb&44)m~kFUa^Xm zQ80C$R`e$K-HMtQvYmO(9qyl7IGy8l)g1=Q-J#9tyo=oCF6OV8Ul6r&d*+NK{Hx#o z*Uh@FQMUfE+S4noMlY&&yG5CvGVyXts$zQRubFb(YuS0Zg~Ddux3s<~PMEW8Ztg1X z6Z@{bQ|Myu=U=PQx9Czm>-^A!l?OXp_a6MiaMCSHJ)+CQAclFbsYLJTFMqe1dd_Xw z(Qq()pUzKJr@|7ut2(*XQx3dyKj*MTzO&3$m-YVIDx zL(4Zz*}wVJwY5dIk0#h@zklO+>&utP>;^}5H@<18_~Z94oxQ@vJt^_L{y+21w`UFQ z!aO1#K4h^`{F;$E;pJ{crH|$8SEi{XJ2if;nDb}8>t8Vi^$*d51-+|!o~6I{r9GtNKW(6uVI}x!6`2?Z_@*R<+%H~>;JJ9K3L>ASx`!N^E6&H zc4iYJXr*>G+_(6)nZVxP;V(4KMQD9Js9|?%<)dBBy^|y6$xV_|5K>BPX7FYRoDx5u z^`oOu+AX=N7d^+7G!j03d;9KosEwxD$0zSzeJl8S`ge+Lq|P&Q&rNe={3d^`GL1j* zIPGuRK2NpwnopIxdh@1TKFu1aQqijSA~I0q>@-iCSoeCl`nvsHYj>W^*&4ZJ`NPD0 zH`ko~=-wI8H|vg!Wzw{%qFHe*k;2mgrzUUS;XS|X8E4;&cK6W7%c|=i^;RZ$tYQn? zyr4srOY~Y-l4V}YzNs4?MLDxnY<`+mC%oTu!nfaFPQLjor2bKk({WL%(O)UuNh?h^ zg@*`r9_fx;)+{~mmw7{drz-=WboK}Sz*dzUqxbO=*Y(efJU=ILN=i>hyprEl`GZ8! z!oKqslOI_vc=_#L-nAfUg_Q4MOmgP zFU#ts*G_u*E&T7>YkQ_dcyP}M7fok6eE)v6x21L(ugjHprwe-(7wKF+6VGOTJw40)zui%nJ=4B? zckGKtb>%l~YoyjT^_c5vdi%VtTbDdtY}T&)P4n-^=KW_45x%*o+%K{?b60sp@ngo* z8(fb??LYU}iOsOtDLjU=O7d`z_8ph*?ZMMaCjB;=EN2@0%SylZnJ|mMtDUbH532J% z@s_FAH~y4A=?IfvAj{IPQyVN)ZWZsQUDTYqc4oAc%0jRy+yoB!E*DNRn%Ju~xoruL=Z9Df@9ejgGH;whBfdcNzz zxwUWquDNO!zSn8HM6s&K&Zh#qCcV)8TWUFJ+t1X1#0~X|0x>7f%rZYA*SuYM!HhmGnCE8GQ@1txoiGJ)dDEw0V+82Cv<8o3%}=7fsRQ^t0ph@QS&5 zZW;Hs-a8rJKQanU2(36#+^wopY~i3|Xqpw!+Gu!u@~3w)g>6$f-u&F%&@xHJvG9=C zTE`y?4tX%$pVR!nxc&|wr}8=jo%2zjEJQXut^UsYsUc$)bE@*RJwlZSX6)Rt`dqk5 zyU4S}^SD3BvVXI>d*x+7F`L8*i+60n$}3biZYo#1RQC7#%fsyr4T-8hr6f21`D_>X z=`!c3sgC6lr`QDV2IcPk5H*SGg;THE<^y#?zn7~OX>@w0{noTuske7-{rdG+GnTlr z-?6+Yc%>)CF0hNkWG;*O&n}lpHpygB(*@=nt5YBR_gLzpe~XQ8Ml;*VLouvobLDni z&N#Dlmhk%Pm-rp>?#WD1s#5jiJJ9g^dWbbc7pFk{jTNT1tTO}mX)E#>RPDU4kgO%} z7v7Iazrq8Np4m=e3rkd~QQ>n7!T1kyF{`qXHc6t@vQM%>@ z=e-r|>s9~rY}s+{QEKPzq*I~KI$t@y=oQcN;}w~)^3{tgr#ZXDO)tjYD4is@rR8O1 zD{HX$)TQtI)&+*vRXIIG5j<6oj1r&%a|-SC)OzAfQWpGVz=hM9tOS6Tn+ zskN3*3 z_)3#3tFHXK!T0~~{Acfq%Xj=@-2SHM+Gas1MrCG0V`!oJHX=IzwwXxX`SlmRsW47; zzd1>!{D!k}PGlFWgiyZh1Tkjai$>v{A|9vmjNa^jAD~j|8M58;*EQQ4i!@$+uoj>9 zSyplVhY96%MceFtzI(3nZBfQHuSq+%->dqVWZ6Bfb9>Ka$(U<9%OCIO3M>BqO>BC^ zC$9UC_Rkh#e`w=a*HYh9{`$K5iBrspCj%mOcuWq9;s~04`bNj@6|W|Rv}mr;NO!xS zAMwO-$`5v(rWaS#9cL&!iT}LzRa(O0-wEO?#m|Xv7PT^+v|egu&mLz1MS1UHWlv8d z*P`O>PY>~|*mPbysIV~m`Xk-IvKW(ygk>BP_0JrU6|_0C<2FnF5+RGr^-()SXFQc! zajk|&SG}vF%ScP~?3r6Vo7V_7ZScv?`@W{a?^L9K9>f1C_cJQWy$6;`uMV@+yBBS` zM(oPWtD3hwPH`EBSZD7yk-hbPS?!KYmf4%uRnFpE({Xv-Ro-4x<|6|9N*xpPr{@-Y zi*r`d;V(Q`vA)R9BiBv!U{mRjZA|syDl^poMQokp5w(H6?{eNYHLJ@vZhId3uuSEe zm`n5*=h#a7WVvsx_hKE>;5RKT>0yEbdz=j-WZ zZ4I8OrgwzR{r%Be^E+OyTE^=-8&<3|$gwn@nbkI-J+1R!^F)n3)yCmg-Ak7{f1PM| zcJt+w)Pj3GLHC|>aktboakTq|L$HJ>u-xT)~CowHoUWGe)IIu>;F+V7fVjK z`?%w4+q?C#*0VATTQpOi%D>b6FvIuO$rJy+X5aPMe{y^9?3zce@@=1&?=io3W|na& zpZwf)|9gL#EVgq~?%wv~==H3RKe*jC`mS$z`=6;>Y(nS$YX)xTx4#l$zIs&A)a{+b z?F}57hZDFLSshDQS3mu___PZwnj+Wj&-(U+o#?r@h~@0#;%JZmJE}@Ev+r^(H2+|* zX?yP?)xDSJJhJ3*{FwPHYTJ>V^^&3+W*pM`p=QB)ZPUvLKlgJck*_-EF1G11co~)w zBk;2!&|{I*Xx-I)PW^fQQQz%jj^OggUALdFny#-nV@mVazrlrp z+n#>Ad)_nkpLuYbWZu6ekG`**e(ml>!}=MDL5=*>F0j=><#UA z%4^s3Z~6MmLpsxQ=L4&mZ!+KcSrq(q`<}FJzYuTmmQANi6&eC_)>*&FsAM_3RrBHDt6f~ z*SqKH1@<)h*yWX+Icn0`{GKJ^+J$|6)~XphmqmH7YVvg7*?KH=@8L^Ry4ja{O_*fG z^Z3p3&8l9> zOG(q~ZC_9CdT+E??`D|rhffQhmZ@F3AJdWW$>aP9^GO_wJ-Brt(>P~Q0_q5r#4RKYbieoy^+r@|}TPP1D--#B>R`CNlp|J1`ax>+;dw$?^w zdl)*}NJZ?Bd$qZ7ec7^mmP@=Bc7^=vToWszTGXtasPM8mCU2Qme8<^0QR$n$u-axk z7I(FsTpTFAQseF^@l4gg)>HR)|LncEb7H9K-@t{}e3%XiZvNV8;>3KXyma0=yvjS-NAOrn z;g;~oYUAHpS1!MF+vk61O8XR_gd+`tuF5UZJDXbs6nsC*CTsPEFTSRC?^O{eCv%bd zYU#U&?Y8-y*p}qyZJB@4`Cr&P=kfvm_QgHqF`+J(tgs$5Z=b$y$$SXy?+ z^|g=l%b$0=y;m)f9FSv^c)qgZ;jNI9N7c%8wIctYl=+?iS6)Tg!pY**=O4QJe$<%D z^|tQ|d-OQss#|?}_ZGb^McNDN8Ta=|akkZ!6&KkX&6>Q5_avv_^oGh5GSEOOs2M-kp~BrYrEHpVqeA+beHWAK#W6ExJ1?EGJs@_KFD6 zu)KZmOTND>%)4)2d%oZH*lx9XKhOL;v(?P9bCT9xgA3;*R1(u)`>;0SZTh7E>g zg+UuP2X1&gZSiz=MqLK^vND#UqCocv6F0ZcT{~lVXMkb~s4r&ZyV)YEh=H}*1 zmJV0W-8+2o(3v}u4olZ9a`g4~{_cM|UXdZW|Nobo6syP?H<>i->|z|Rm3=c)hMnKSE=$V)>D_z@{6$+f78L#Z z!4_e`ct)l-XRdwPgBHa?c8T{)vPi$Q)d_eNayFcN& z$pZBZ84pwPbDw++{LOsk-o;1xQhI)3+tU80IItJ6%#^fbTI=ZNCvPBsqu%%V{92}e z(cj&^eY+-CpMLwV?ALf1ojG$It}Wx?IHMzP>O03iYj)%fC4+xkwJ&X3R>qLFto}x$ z-naiRi&-uI*($8sU)J`kxkd28xofwW8CYg28ED-=B;{_}n(?;R1*+7dTwbPm|xlQ?i(IXQ*9= zwU3@ScIejQ|5LxLzbLh!euL=7&20Zx``^0xB3b3owlw)o28ITI4`)17Nqor1q!no~ zdj_*l?;87OU$@8Jtrz1c+Oll}Ywe3)-#r+=obmDb|0vjayTQgyf4v#L)$efFcA$Rg zf5of!pGbzPnuuIg$@t%X{Ofy%rTwY}VV^hrfACFy?TOor|6hL)@9F56Yki=5-ppoh zhx4b7{VDuz$5B{p@beG9>VLMRf6pWDow#}NknDob7tMt~-@p6+`1|?ld+X~P1-F}S zWd66+Y}GlpZ3p^&f9oHP&l47RKhEFyf8QVZ*#FOezMsq9c*jwVL%X|7ZO_4JFYg=8 z$u2BvS36Sjt7?W~yVDzQ=__4ae^$TU_4m@@?K`!3;<1-SuRiZ98r)Em8;UU%xpQo*;SKZEnQy=FJRe0}g-%cicn zliEBFL#$UT-+7v!^%SQ({NGOOQ_K8X7$Li&H{r$B*5&&(CiT_Z2k`aq@$;6& zJAZ%o`0}$O2Pc1)diZ16oJlIy)e=_sOlSOQtSfuEg*{llbmR4Dk%Fln3}#zXPt6X? zz3`*9KKae^wU<(EM6Os_w`1!>|DRGT#C4NC2PiFj6I5&yuKtqYs*S-02aan3^F2Sw z{))8S_q^O^vT?|b7Y~^a@u&-1C+lwE$xhAX4sD6#cRRuH@O2`u$TCDOJ=Y@WmaZkC1Ho{hC9 zpMF+Z8Xr-`*B>MIeUNZ3Ea~>a=GatTA)8nuG zdgkLQ)jjM?=cXKerIdE;VA`r@b0by%9<#Rp_d7^H@9+;{i-YGMMOxk}eq=ACv1kF; zG>7KuW#WZ(hl+OlpQ``%*yK)H_8SISJ&P|Ywd^<3W=OtU7B}Y~?;Dv9vfN#V9&Y)v z=kt~?!i(nf?2VZ8)#RN1r<^Xa?iZSs?%7$5a*TR^?ptxPi7LaT{$PoVUoW5$VTCe)@LCt^?P)dM0`E} z@T>Ww%WKo`rGH&wGmAZ|x#F?zb9t49q>4R;JfiVSd3j2o%UlV5mpD(ps`;A44z7f` zk2lZtyX`yi!S9^i>MUV(x8(Nc*fzZUd$Dh?cgCl4UF&ZeJ)Pq6MgIP}1QBg1kv0Fz zieyv$gp)oT-%{Oj(Qa+g8MVz%);)}?-}$oYaZ_uY==<*x(ye#7XM0XH|5syha+P9F zA@eHfwbI+&;^fcqgw3}0aynO3-w|lDRWb2ZrR3`9MXGlD6@1q|ejjRMv~XIU;MLG$ z!pmiT2kqCJR2`Vd&wP#DAk^Z2?hlg!>)X9+9CTNH5|F)SKKFUmiK9!lf8V?B{M}zS zqFw79=Cf2CzO8AucYUVMg!h@x&KU(SWiRWv&svo*{qOoa3wJN_yYT+-sh)6-Dc@et zx|MxLb@_p)#ZN2u&6xRj!O=ypP4hE)+nKDJ*kTl(Tl{>#=}Yd1liIiD&+ajvQ4{xZ z{@$*d|8LsUo~o?A^kK!+9sSQfrB`+~n|!+ZJvi)2xnM$lbZp7mKN2y!FEPkW^sCc+ zrdr{{{!Yv6n)8bt$MyF2wWqR4mzPbGYu)55XJ4wk?Eju+M@!E$*VSF>U6$%B15Lx%w|JV`tBuGDkgMiEpykjz70HIX|)MR=M%8Qzca-y}|2Z@O9to zy)p57w90(K<{YU|x|Z%&IcxEX3mP%*oof~OWa{?L+07_xvA(X=;>`8pb6gYsX7H?? zJv~yULfvwLzV9FJyNe2TZP0N0ueD)m=B5h4?+)C@R=>YKc^2F4Yc)dC>e>9OD&}$V z7CNbXUhqA*@2bv<(iI*H>UEYs%xq$r!~ZZfzV>_jA)9ZX{Cb7M&(GSmdENwzkNvx* zf0|P=U7>V~m#|ZT>0PtkKc-D)TH6!Jc$W?n=hxx?GNAefmLkNy2D(Xy;44Z?0-0G(U(02_xKWhkMSHdZaW+1eD7MM zXGg77@=hK8rPC~@#xF|Qy@OZl2>XNWOJk;sJuG~cwqSi{`!(6E3R^Y1*6^I$+S(U% zHf`hn5t`a2uvllA_4pEtBL+E<<{TlZI9nrWft@(wAh_j#O*3Q|{aJ#l?! zwKPR0b+fou(F115`lk9le;%h*-Fvw=m-EfWuaN>*YftQ`QT>#*NBl^uWBoRvyIDte zSBKj5zO1)7nZMiYwV`SK@xra(~%xdH0(C3~kXns}>o>lw2X zd2d!}2JcTjbTu^la{r#1p8Ci3e{N+R6}YfUC%alxoAG`6jZb@D`Cnss8JI9RBKhpr zSyeyk8JUZYs~@>xu%F|o)ib9JC5`jTdX+cNGiA&ECXmDZDzT*TM%VX`Q)+6n>^>L% zs5zg(V|p!3rpCE8PlD^q5#FU$>`nX2W<_gis;qc?eFg9NmpxBUovxZO-L8M}q|e<3 z;?ok9!SompQaf70orhW^hr{$EyKFwba%(V`$t4=m0YZ4*Ib&( zz9ZSw#&*UJgTU3!2kKL}_8Yy{F*oaTc_zR8qT>8Hy34=1pI!GT@ZT9x?mJI*T;n;r zd*aJCPbQkXrGLpOI~-|z>zUr6=N0I?&6^<>YjUT#;N<*2R{xK1 zg>LwC?|jz!UG0~RJ(h4=7v1>y;&g`6rH?80(m}FEm;91pTr4U(A->1vf4#v%uRf-= zrNu@4dae>F-SLzzy)(wAu{NfbJ$H04L0`kA0*_NuI@?|f#L&cD2FAA^hh z9RInuq7#^t1WO<3ANf+3Yw`ZO$lm*D4z0x|yW5$PgzsFq8@M>a)$9HD$LXDXCuf~j z+{Sn7Qug6XkMFAZpYh-KFHO2Bb-q!;%EybYHg0)#uYz0bn1=tp`x-~R%zJ-l^;h~D zKC|_$w||nDvf-=HqMhHLDHuvGTf)0;Ma`+0Ctc22I_e%Qez_;}Z3{Op=eT5VXP~xk z#@A*?M&bWeWqEREw+0CASo+a4XIFu7hncO?mT%L`zHH z_kBDZrE=Ut#$M%U-lCALZ{+he1zBmy7l7Tb_1EhAAsFU5wfpc5yGy z#}~1JHJhC8?Q1-E=uc8^_)Eo~#R1W3k4|j1+#bMF@zG%Ulh1x3>gT`68dS{S?K!>S z{cQ7Q-}gR$Oogqv1D}ToiN$|0IaJ|u=i0W$V!opnzsbpG=HI$7_w6Y`?}y4iE^V;? z#q>7)K%c>tOU*vvHTC7(W%dkDC9@yB(fce}7w7u3bZ?kPwq}g_mFa~$=D!e0b~BZ+ zip^-8RCjZ0Z`ZC2$A0JEU!N{=takgWd)Ub6is*lZ#UEc^&-I?kt}3eEqup}&)H`z{ z#q5G>{7*~~ ztJgYq!C;qvwUV-mP--G z)6DxaD&^V=zpfhGh<O;2v!Oekuz{t~M$`*Ycn zqsD6;?Zu5kZi)VU{n`VbDOv>M6n#spmsA9G2m`YFcTQ5runNn%C zeo3h&3BkmpiHqknt4x@6ozw8{{?9*m^5nmJviXQpShV+|pZ$e56pF8uyj^e2TcWRtus`1Ecg(xMlua7fZ@yBqG^soGukVnwq|)o(Et9r~GHkbhQ0d4T z;pf)*DAz)6*|kFN$%~#$zGTJ`ul{7p5$&tj)89?6H(V*m^Fo7v=icv!o@lbG-2SSv z^?iSErIVk!x@GI6n|vK-CO)WPUT7!t`_rl20;O83LvQacdb&~I+nG3V?Yr%&hs2-% z`Bik*{o9F6Qt`7NG3@O0VJ-8_of+dVAjez&pkS8UbtAO}qK+B0%T0_z`Ch#_<#;oz zc;{6CZHemgYNz^$Gm+N!jxGEiw9+79% zKTMt2U;SC3amtgz&0VgmLYA-Ve<(7YVXmIt>2Do3MIqwQ*^;jzyd?Tx9r|%9;dE5J zsaVu;4G#P5$D6kW+x5;@JoQ|AN%r}Vo_f58&pk5bb&1mCTk`pZc)#2U#lL2=QZ!Rv zu&R~ERb)S0_DgGZ?$H|VdX81w_8y)ez;VMaOJlR-eCCKb8qpKQLRv3*m>P?v+|6vi z!jNd_;JP+|zj=q7%(GdkI~r^cn7_?hZo|6eN&U(AZoj!DPt*;P7I1aTowV&|Fn2Cs z<2m_=`Dlin7h{f9=tZ6nGqT6nSiH36P;p0``y(-!!>CGyJ+ zzK4&b{qJ14@%F#l)61JwHl6ftvkn%niZGq!dV1}X?Wsx;hI8vTE4H+s*jx1FoJL9U zX~Ey??(XSseP4RgImq1n&E`W1cfU_=Ti3MZ{jcJ0*?u4RE&h5X2dzKbArmugk(kqt z-sBH+MQ?xm{>~@+R;_$DkABij^$4?wDrT{pZLA?)llTNq9Cz$VIsMl67Q5~rt@g{i z^O@5xDi&|)zw^D{zH;UJd-bzlR@yP_S2hW~U}AlElKY2N^?Uv7`S11?t6Yd*wfl#3 zZQG)Kb8PuKv#J|1#NzHR3`*N}v3SFbM;n4BeXir|k(=khuRW#6KuW)`L5R@1LxMrEPb%0r@gJNJ|r$t zrtqh$;ni7L_M&21ZEBHe@?j?bLxPqBZH}t*JlEXN`Kid4_1A)oXV*?)t zrcs4&vgC(fO9f=u1nXnMS+2h{E@0RcS=saP>PA1MVyT?!@2_^AFzbA9E+zP?8rPJz zGnK6;Hbhr`@+vVXp8n$grq#g;tHp}mm(>Rtr1xgcmkd&QC3W^w^o`WV3-7CLQOsqH z4GpWDv^(zcwOKvKH*TBGvTaFtUFg?YnMpqupD_ry}!;6x;)_*|B5O6o=+`(ZXJJU zHFbmk%la#7ehdGzxs`WzVbI`Yq0EvilF+(_CA!R`wpJQ=XTR#`9{~ zHyXhvAMRa0QQGz3@=EcKAAjo_TX!Ei_UXsk$fX+GZ{F=Wf2B1uFEy|3VENIO4f{`B z4z9hVviF#dL(qe$ms!)_6N*_KN4OsCj&>l78e~P6bOaei*8?+`jqP@Ouyc_?$um&@4VgP#@uDEi#Q$qm;E}i zA~u2J=!ZK$M3yg=3Qu^s;L%TEt+eSK8s#hfdS)}#n;FQfO=M}W|6jeoq2Xd@cGR}_ zN&5R6HeFh><*3%@L)(6wd)c^t-~Y<%Y)T<}{^f0LEKm3+CbDuaU+Th*Cno>pF05ob zr+Vmhy>j{ARNbBP`l^I(xgCD9BU7NM?;!K}TF1K|s@2wizbk9WDLk21cGj|nMcX8{ z=1kugq%V5$x9+#>nO99;)?B(hUEVL@{BcKf;n=p#M`4o~H+64((DUt}rn=FopQ-BhpIF1|4P$xR*|%n{ot|Rka#3S* z-Wlm5`WxPT-}T8X^_Xv=UZ{r7Q_&D_|3cDW<@23&5sH33_MxlHXZ$_$gs*o?AA@6#m#H<`+cILucpPn ze3z(qS?u%23$X$|8TAXDmF$f_>Z$GSciAWGby9lrCUahcZoMg;k%b=;?2cKlkWPz> zIm>Nu_59;ck7VnVwrUp1JIplY*X-NjJZ0j{oILCPDS3&1=0mGgeCzHgW7==HlO`&+WuucWN#q7bgz&l8;1Htu2gvn`hv4+@2;usIB}=& zhQqRJXWmRWJ8jF-SuZ~~+Pi#lxg#y<+ri1!|M+UjynWYJUb%4p=ao(R7v8U5_RwTe zZ{69893L*nrc|jHgtEp*T)g;`t(o-&dj*er>gwmcth@h2gecqm@$(dv@;w+5|82Di z$1jzuZv~y@<|OxsS?aGBbnbgu^W$Vab6)a`6|yF>D|bpt&tGkIK)~a{tYiO#R%L1| z3aGN5dDDGMj*jn@Ys>jXeUDvlKYRA;o)3>#U06_CKmSTb_bCg9#XKpon}tgcD*vb` z5o#?hGdfvVUD`FLFgM}T+UI{J*dBRRz;>soIDg+yUqj1i7 zzvuN5&!&G5+`nhN&>|DbtsKJot0mU{)7bd1Nb~r^<>LntmcsBgUntaWM~P$Bo3*nf0~qKa>va z`MGSt7r$%PMqF<)63S;XY+AAOgj|w?kMB=Us~^V_vg@aWH|Cej=J$MAJK52E{<2fd z-LXHDl48~#GP3^cvBj)=VZ-uB_ZQdhOf`D^excc7$%Fe`lB*xQGyHoj^v!a&1g9Kt z@2_X?^}2WbYpn9{m=rx(=hB59&O@TPsh`Yu&HplkNRtX;{q=6v`=9=jinmi9TV31I5TwCc@YCts3+ZX% z!RLidIu0y9y+Y~jTeqsRq!%fEYLUDWMQJJtH^d(X-?K=bAG<6^dTISR-yOU5C%$<0 zI^X->6aRyq2A8gdaZH)fv-4)O%|Wgw^X{>Q4t<0TD7uRaD}!+Q^s!oyC<{%Oqd~BpEpPH+To}_Zx*ZMtVkEQ zTKM1fhIi@wX>1jrMFKau{9l~6w6tDfa^xS|9)-33c`Y|fyVRs2Ub#D?z*pZd`g{|XoX=!XlUJwIeJF1lqb=tJ zmj|V;Q=G1x{S%>ncI5x>EBZm43ajloOJE|%(vNp<|NJHtv!|M-D@Qx zX4}fv{KimyZBlH_o_SqKUwXGJwC?hfa9_`MD)D8+rmoW2x7Y9O`BSe`ux9o%+e3mk znZ*yREPY!M6|+2eulbEr-*?@Rkk{C@#^LYLV^Y~cZSyCYX1H&kF!yC-)9D0Dn?u>+ z6C{2mT+NATWHaG9d-hQ&M z>W5i7cb*M(+|KX%!D?rE(1Eo-ri7oE&0Z_gG9)b~ssOCc3I){@?8;NeMeA{;xB6{`yE?dq(w&Wo$Pm%$lJmIB8;8PL=AT zNi6T>PCs1kRB}xJx?mtNfMIvG4l5k5`tiJ7p*Ot>fET8P3jq(&-;$>XW+?nM*&r?#oHp{6Bc- zY6+WXt4?YwHhz0k|9bAOsA`_w3ZKP8C1id+efUYm`&Q@s4L5AxubY>(%4n&INtb3u z^M#P3E&^)Y-Z?=nJ_`dA-tE}0!}_8A_EG+YIUN044O;A$6*%<1Uu_d-a{I)iM8!>A z9GY+DJU2G7ZN&w{pbIy{$Z3D$UU4nt-K}bswq5KA&r3%0OW&U{Ze3r=9&`1y@Y*9=3&L-j zb$34Km-TsZ!Nz~Tn;X~Lg6kq?@hKkX+`iu{*#9Ni&1BWWuRZMji&=McJZ*5%np1JRP0}%miuTnQ~stePLda^PNW~MQjae@UZbp@@ldj6dZd1E z&4o$N6aTiI+&BB`6XRLB@50VFItxcylpR`KzGmsmtL9;!qr?o9pQx8GEwd@B*_8Gx z?vZ?G_GRt&7t1#+v;FYv-|h47mQJ{!rnfRce-p#(`r{vV6$I_|?zecj*LT^6M;bZ5 zxsy`QJiicivt3Y3Ve-@Rebc7puY1TcdEWXBU9a|EJyoXqNby+eRYj+!GgX^zIYqZDG`jGQ%j#Y{0JQvO7k~DFQFJNXk<#}*!z^SdtPoB<*FH~SL@=3WD z8+*g$Q^y5Y4}P=y)IMd_idoDVl6-HRww`G8T~<7mM_HCHG5en1+yz;`tbe+{3uxw+ zI-(O%@bql`i+8F!YM(x?>YvJU-XzL<7xR^!uQL{Gvx-+uU86YpBg5OE<&XF0 zs2^IIX4`Jf#BQ#bE3w*gVsXSWQPp1S$f(-o$~i5J66-WmV<(4td~u%<7If#siSX~$ z@jX@#xK{P*F5ghNfBBuLU!Pa)sNW@Ft~H0b>$&n)`|zLqNBWl(OXsI6w}qWtX7^6& z)jLkEmGeGDSRUCujfLU)In|U8iv_~uWgU*KKfiNR_b=H-<@^bg-zRwrZp!Qkc>X<- zc^T`6n2`55E$_7xKdBk@KiH;|y1eX0Z55mA>zH6yZkwx|YiDFUxA|4DQrmZ8SMtsJ zM>Y>E6T3>*Se{#8v-ZpzOY@~gIYAdHpG6smS1jbX``5rD?1Yi?z7`eBjxWK`7;I9e|J|^b-Nw6l-E;K&oWB>ha&JwE%dO`rIZ=eK#F zsq6jQ?!wY17XRfx^`gRk<)Vk(iQA&XLskpgy41@)`lfVHbD@CVj(MAX`z^1Xcv&C# z>iDkoNjAs!Ej#mQ=^YV+>dKjR5nJZxPwXnI;#APt(+z6lpMMKDDIbM9(=PtzC82=C!>Hv9J6;>9NEXSiSJCPfKV${+VHQ zqEq8C&0F3+b+xD7y^FYBX(J?gBxqWna&l?+p?gRBKP+3L@QFV^DQ&*4`2QVibFMYc z&z^LG#a~!gts}a^e(u6G1sywOTerRBE6g}+dG^Bk^}i46yE9XaR3Z)@N)UPR``6Xw>So58HQ$#mbLBbo`;(DoMRU=@Qwj6u9tqv_ zPBoq7!tRHn+S%t$7$ol5Q|P=`Mca64wP>U&b>H6A>RdEIqnzU6ffHwncl z3@1Yy%(5&lya}~;x=_9D`NDcPF})sN6{YuP*FS6*@3Bx)HvTuq#8{%1W9lMvF5k@b zYR-pwbN_~Vbt&9>#E?IGT2IK2to2Qu%?Ia{|LkP=n5)aanPp>)%&pg(J(p^{|NN<7 zj#HYB}}EwS;ySPII7+@X0fP5IcHxB4{Ezy|B*>$ zqKZa}v+Yw%-c$(u*EoZ&6#KqQSid^8EHSb$}taxYW9h&8H{m?4oJ=_l+ zBR(D$kc(9+c1dg3nI4!Y7k{ty*A?ops^q!|8RbzZU&Jcj{KqnTm1;+ZR(7``B`-ownWR_g~rKLhOfL{jaYcO}*n5 zek*lRS#;>y?7c;jUNK(kqAxhUtzEQs!M0QeZlB8k%e&ZFor=D$zj6I2+vF0TjK-5U zeWqnw*hJTFHeUbJyQ)cB*l+Pv-P{`)ZA?={0*XQxy`JcuUD;XUtoX@}lYLp#g56;s z-9$KNCN7@NelX88B+n(TZiR(`ta#qkbF<9+Um8?9-nshipmA+`>7~`1)UIFu5i9th zKi7ZhcJb?z!m=tf%Pwn_8+M$SZ*r$q^-0gUmY0PwqH^8^^(p4-&#d{cl%jfd#m?`FTXpOBl zhj3DE=i)md_a8dC`&I9BFM7BnzC>|NRPg4=cbk%{OE2xax-tLze(fU@9#1aZ#vkz7 z&nf)6->L%%FO|!xoY`CI7o>m65B(~hDu3&jTCB5diq1OcFYbNL;!-v1bSK%RaV|J` zY|j#{)~md8xAaUbcAVK{UsGq&!m?i7G*En7y3_0!703BJ@zIxTjg3i93#@SifFW9F3J-l|e>B}4af?0>A z=LsHPTso!xokZD%_}*hXi;o1$&Xw<4HDmQAEtM{jN%?i>c_#S=Om?50RK&hTx~HZ& zO0Mwzt&rw`{$}g{GZ#-hZ86xwUMUH$)eA%Zu;ee;??Xc+c_Ru}AaO zkCsYKc^}d$GwJ-Ao84N^ZYeomyIjFh`gT^N=t-wat<&%JZYq4g(73MN+B!q1r1|VA zU3R1DSFge+Eb2S<({`Fe#64Eshn`Y*KdoC}a{o@%mFGRTESJc5ZmB!9_~)^r=V2>qD3BexE+^v^>YH`S;5HI;)w#cJR+T zx^2l?mwS%e+9tD2I5P8Fz46fl`z*N9?=SjeKF=b3Gn3BQ{P2S@U0JI(Y~z=(a#ZbD z`e9PP{@M@UySiT-X50M5W68|-BCE1r&zUmQilcS8_DqJA?9C|>Sr?f%to}Wr^+(8? z-nF4yldk+Qn6bivH(9RvA@i%*r}MuzFYn&wLv-j@OC9(mgHx<%lZ$9(xRA}bnVpRJW{qStRQ+lq-%?W>v&piJl<#_gP z+LSPt5|B7RowfX()Cn-GjTI!m%DSLIp zCR0`ug+sgMt=PSI!3C{O&4@W)zMkW``BHV~q}4IUg3~tJa~{gIkI&}$Zht1tXo_I! ziX>l;S@jo}9_+02tb2KT>TCb=-?!Yd`NHLTy6Dgxd%i^<_&?v-`0D=`(|&=M*8A)} zylP$b{=mme{4UhwMF9od5XXzVv3nuI^Va zCh3~&|HyFF`Pe>&Sm|(yGdHIe&dcZB*|#Um*C@W8!%%Pe z;|j1$DJCxYM~dn9thxZkZ<43pmnzOXsIW>wR7lFX@WZ9sKYj=@ zDss8pz9pk3xy{5Op}1|W)XjUM*8>$YPW%WyT)I8ReB<4(x1yHUOlIw!8a2)!%f_${631CUZs4o@s7;_ax(W&79p|uNrHbuaHse5cv17 z#CF%_&0nrFZfI;cW*OJ~-i0;);UBw(-R5EU)MrV|*fEFc$);0>eTC}vtwOi|5K+GG z*nVH_a{XSN#}|G{Z@#r`S<~6#tIi?wcBwwxDI@#XcZ%4qV|ygsC6}#`dT!z2UbH&F z*YMME?OXNtc5SSj`ds+Tj@oLEi;uR(U;LuGD*Jp)*A8OEbh+U|0wvrZ?EHpOS*4Y*87xAKXI?c**j>_!HE+RWL#MC zJa^1Ep{Q-}b#2@aqncUE3WN+-PAPC+`P$WOWvp+dLY>Pok!x>tW282mGLPR< zALF|rd-rvhYc`j@yMJ-3*I5-)r(Zg!@V2DvPQCilWpk7za->&fuWNVI=H9IG`PYe7 zC-;~~>DO+l#OQtJ-xI2)EC2sQ=<471cTYI+;OaYX&%YkmFYjnv|KJ4o=@XMA_QtF4 zy?%&8eA?YDLBVCaP@VPsL95nAt|0ZrPwr2%x}Z97HoNWmlp4nRt2J3g z@5OlD=}hrDmithuyMK>N_0rS#if(SXIOT{1kKS*UiCb5P8?3av`0TS&)CSh`T<*8T z?ZiIL^A*{*Z{jzBvs?Zu`5f1hz4ZK8uBly6Z!hb|H-TJ#cPZO7M0{5N6t3X;RwVR- zmbl>G@AdyaG@WvDUKh`yUGvw!RGyGg z{gG*D$4_njNe53|>0iavwQA?f#dQ`v=k^Ex=?pvM-=wuY$oTmMjR$vg=1;x;^~{ei zXPjNsKkQ=?JiXKPLEt)vx=`a)LQ9&D^eb9$e3AE3oih3HoE!QYx6~gP&ipwqGp2d= z()-@?Wfs*x{1_p(Ytz-NDED0=Jt`MoJfHH5rzl$DW6SS_86BMwN~}G4b=wSik~;P% z<%umm7b9?S@{Ai|f z6l`mMrxzW5+Ar(VWTT(cp50s4_4(_;q-WRPnK@eP*?B98hcOqy0oRT@3gin z9Ywd)G;9_~95y_*U3BqzvmCAKzOJHS9CzxRY#JW<<$lpgcT8Dy%>U|D@p)5s#I11R zwN~toG_koErs#fXpYr!I4#BgU1}a)bhbOX!9y$@a!Z^$zFxdfRhXQ#2wcYn$B3+sg2xWiko>|{yeTzWOE&pqr|$fe}#)|!{rE?XVX`SG?-{{P?>M6wi@AlN8F;@EvxS-2^n~M#n)Tb0OVVPutI6Ch zdv{}7?(J>C8*^`O%Uzswds}c|>(ur0zQ4V^{P@pZ|4Zh}SNH5yTi2Pr&hnd@a!|-Z zVWUz5GvV?LKBlE_! zH|ER^Mya%A41vbN493O{o!#Bs^=&)~j~={unUb3Ll4(Im@U;bt7B2kjf6`u!A^H6O z3xB?rY}>SfeZv3RLgUS)1zU_am;dDcSpRlKQW{&qMib^4(Klx?x`>EuUGhYgVT#bF zECx>FYGZZf=!QkBH?Ez^>2U4Tku&#h_HZS6Zl z_?*ta`Mzg)(_^Z7OnWP|8vPklcJyM+csZ~H$8Ch z&-$e+n>%0ItN!)=F8*x&wWB9a-IIKf^z7j$f1PCG`i7NLH!og0@%jB5^#^6Ls=Q$+C!t`XArF^KXCF6B(cX&mYQ5Bqp-+H<-%`TdOzp&7A!5{omiS1;mY4 zzyGiHWPihqf1h>IpFB!=%6Q>tw7K%-{q?K<%b%~G_vIgV&y2mD%`fd2FMgDilK-px z*1zQsytBIP5#Kp6W#UCWbn>AU1?QhYKGupip?{}x(v^B^rbNf2EIa4+D?^ zv{!4QW6+^(zu6<_1_gY2UbL+&V$sSaR?6x@%O*{$GPy6qo~_)+FjKb7_5Gm6B^2du5nI#!VUZmQB{!&Q>6XC1xBTj0^yb8Sc5ldAHWx0Q{imA@%SIVrna%;}xP%9>5? z^N)x8{Z=>k-aa0~Z3;hB84vH=yijcBCT5NE&jNK%?vq}?C7JQh;wO{+wUGL^tMyw_ zAOD&-O)P5ei{iU~v+m5%d${GzKaFpPMdbeE95^kjeN1uZ?1resTPig(+^6s!3cBOL z-1UX!!)C^2*2QmIOXjMT2sbQ`wwCffzUSpu1FtiDD)%b>9*F-|oF*OggxTe;yvovB zwYwKwHk>u*%tww}$It3kt1eX7FE;ndis|(UPqmMfF1TtfDiNH$Fy#71%gcq;=XjOU zwRI0}I&vfJ&JwwqH`df7bbG+ILqo_smlVeWv*+x49o{U$#H& z(3B-n#Yf^dtqd^>-!kni-$^}#HHQ?gEWQ{i`|{{nuu0)S|KFj9jGjw@~wYj-W>jofjj4a zHdf!8Cd)R#zQx+losi3mJ(*S z_P_YI?E3Tv)qi&HK2jfAru~n{K=fUMF}Ky_Yu}dUPtFn3IN`FyRPL>f*|{o{(>2V} zyt8wQ+U~arvM2OCTXC^u%aR$g-#GQ=bIZ-FzjR^rv|hUT+hl{PT8+w=wQ08wXTEvH6NP_kLC+E=4Emg-W|Ck4>xvRce?w0&g zh3`{+$HWSa^J^>2M7Vb3UlYtp2g_DhA_U+cK;Amg}^bH5Qjq(ff4lE5cUkq`pIo*2o1~#NFV*nQT0Od^5eHXEH}1_{SROK_r0voiFJsTr;`SS&2hh+0#?mSz6D1C;~@4I@3M597Con5)7x*In#ryWX8yvZasxqvwL#H!eJsI3V%(IpdWd8BfbjsWaE|e2)mTR9=7gXk0JP z`vf-LEZ*nuCmuQ8^{}kovV6e_tzN@P=G)d=C$NV;}9>$GpW^uL7%FD*a7V7 z_y2?c!ZJ~zoHq_wuZi05P*Jv3%B9G`;z!WIpnoZjOeOA4_-3={-1^$r{hJE--E_0o?mEA1`@#=qEIBbhB^h^4`N|!mw)3!u&b+q1 znbWVCvkEUcykOUB8I5Usllt~0%#rl%nC`hR%3{9C(}!ky{F96i|M}80k?lCMm$;sa z&P7HL7 zOzsSsd;ESMhoEG@3UU7Y{Q)NX-yNvSo%oWU_x0g0{?|1(X74)FH^=qSJk_&qQQJfg z7Vf$Id~(w1_(?1`KkAjvnbI-6W7%V=(;ho3DmM1KSaSEH>$%>v0@)jX{q}Vzl-Bg$ z<;;CLz4VKH%KN&lk}UVq)ff4MPd*@0AInr7+Ne8^r7Nal@|4XN?k!zw@Mq1T3mS_` zB0Z9Ae%)i=S+TLdagJDH`5vZyGRI~vyPDCPw)*t-g&sln>}h&Q%e;$Xx9%v9dz`(! zuw#kT!uTIm)6ZLlOtXHg;B~ft-v2-bzlhD3kH7CKj9T6vlz#HXu?d1lmVdgi#w07h z+p4{O=8D;qGGE2z8TCk>zj;=!OO02*)stU#;;r|4Sxl$3ioWz$U%o^x?2F)4*ThP9 z{as4c{7*Mj-?9r;m+P_&eI1sze7cQs#_{EfzQIR$|I90rFj<(;U8HX8g^X&s~-h3 zhs@Xe=-r{mGN+SU;e)69BLR`e;%d))5*LW>ofE44(P!#Xp+)!q70$mP_9o($SFpSS zpM{4~i+xkOqjrlCPm5gXajh(qj#8E>?}O7~*R$!(J^#FK!rr3~?mx_0mvzlnA};yC zrKN87jQ%VcKR_yiwXeD##~Az}OS8|oQ8d94y?KR-!3<>J!J zTPr{Lm243YxUp={^{=Wg&oA>ozxB`az2b}CKdrG=xl{5#%4yX~22+!h4_IGh9Lktf z&Bn*{Wcr`zy=JZd%vK3JWOVl96n`qcYs02rGvuZ|(m%(2g@fIjx1jFE4D}AD<_?3^ zb>U*+lA61G#jCicpSqCsw5C7qdHvD`!R0BEbAmsz`^X1Q*3NYMSmd1Q`NFe}`>9&0xv4aq|y*)vRysuGcR=kL&sDa( z`^E8ZN4wT2^)oJhf6?@3L0`r@t>1ZXbNk+GUvffhg7gQ`m@nI-l5Cf4Y;BjnlQ8c` zOu4k>c7OM&K6`hIa_7CX+bs22A^T?Wt6AUQy|=2jPBz&acm6ojqiD11oBG8PGJ4j& ze&ccK`_rksRsktxf28^ZhHXis zBUgvZx6HLKLvLm6JMCP_^+o)%^%Yji*shg>gQ|}dY4;2TPCb;o5tsTJS+2hm`ZFSCwW|b zXmY@9b=Tz=%&c86Zw2ynRu|N&oXwt|X{syn&SuLF;q3c6Z*KYKP~WL2dUXEbytAvF zIzqQ`m%b@2ym7NQq&Dkz_{m>YZW{aISh*53_bfdU=5ETiRCeivs|i1hRf69%K3N@- zDQvlUdn9|>wMhlO-pWZEW;hrMEy*@unlK^f+`HoFpj_c&U%p1LK6>!u>M_=-UwH-P zzm@bGZacqVj=VsZ;J&j+3r@?mbX^VIT@cz?ww~_Zolm1(JfmyBz4rerp>&X-y)}(z>BuYfnmgndZ`NQF9LSfHh(Tp^b#oN+R$`7YQdLl zj$ak69$i|YqE(@t-fOm75o~agr44<&W1D4FrAJmHe)?R34E#T`1*mtKc53p;>d_ zE3?7FPdikW?(@}5s(!b!(?LdUq3_isOZ#Jjr&G?pl~{eLhTScaO?ykI)Y*#Uz*K&r znvxpU*qO@$qJB3?KVCikMCk0azezpH6n138wm)rlMV{g#Rd9yA$nJ~>$ zJk#lt^+z-Bu-DJX3wAG_e{O2pK-in9&XH22Scls)t9RMGbT z9$(mcj+<%L{jv!1zWky2sLdCV>Nn8uP#jG8MOXZ;fmTXLr8dh}(pG~RtX8%up|TOUtJPgD0byC>J) zI$LRVz4*zOmDW!xROe04nqTv!D?j!yXPWrTJf0;M;WI5t4}FeXzH}nz|K#Zgsb8kO zyLKi;BjcXQzTD+yLM4ZEA|D?-s&N0Ur0v;hidHXIuzY+ZyLW-6(FO7Qlic?=SZ_|> z{~~cwQ}v#k4OV}9_>>fq+ACaVxyWby|IDVkC@y~+^X>ojKcEEVTg4E&G)XB)=eNa_g_oIo7T%aV zm!t66YIV-qW4FusH^=I&`Fv>hTG!h2n)m0v_Ma{2V&kF+Y9slOo?3rV@`9M%acKf$GDuNR@wM%W>Sr4CHn)_${ihaqcJoUTz zs}+h`-pJm~PC}>?w39D4W>+YZpgHy~D2c6YsNKsee)t=Zg!~H8_7A-1GNRT4MYDl>0lM)Xhx4 zCN9GITH?|5RgBYuGeUV+Ja!07?Z27X+mOxhtm1M?LZ;OT4>3Q>h0D|q3*1l+3wSIU z@VDsGiPuSU&Cckz%Jpt|DQA}~yjG&QUUP{>xYqxg#SYJ96WjOwY+Ske;iR_zb^&kp zem^6zD054ZQOVooPY*^MAU~r_{`b zytzR_Z}Q!lpGnG`IT>QYb!7ceq?x;M>)*u*HIZKSp*!zrRy~cH zJ@;|A$)81wSM0EU@3-Ylt?Lk9U^W*Uy*L2Zc?XQa7H_Pw0ZoB2^DA&PpYU?Jm_~wdUbx%35$WTD{Cg)Z@p``dFq5DfBN}_V~Ljzu_ z@La!NeopNDM2%eWd1?;9vgta%UVoSI660uD+s5kqTsOird)h&czE3+MW*oOXG-H$Q zW{K>Ei7~sm7uU5;E>BtD%<=nvq1Ag00e$W*=gQT$IJ?&J%&L8pU{L>h^N)pB_K>(IO}vpT<&@^N$iKE&bp?#0cG57aNTtZ0>$ zja$y$67a}#{VA5iQIWGJE9}c$Q9skOQBtiT#Qm_R-NR`TOBXsx=I+ReK6m}T>s_U- zSw?}iEY*KcT1%%bNISOQV?MJkr(t`i*O7CpuW;LR`mcT;U32XUPlU*#8IxGuzC2pJ z!mjAZCjCkO1XBVg`n^7W&L=KR!?UAU&CbPw?T2SfGr#p7e%XexhmVZ|7 z@4R_M;%Bo(sU3f8T)vh2S)94vbB<@7t+dG9zK&1d4gGK2+O+T1i?`yFQZ{fVtm$#+ zy7Exv!Y6a5ee$g;{84w<}$B#c&T_EeVVs|~Ggni%r*e!AS5n)&3;#t;NpJJ&$6rfRZxxq|{13{ITr??dQFHKT zn@ELouWpomI8wfICDRhU*X6AILCq1>zw_^H;`ubkC)ioD>Y}S&Q{3l&om|?j`BD?* zvzGN-xDmd+-g{DxYlKYr!tEY%Tt71(wfaunRwx|urS#wWmCT3xyDra=H;g<#<@<%5 ztG?_^)>@@%B-=I3X>#q18A8XpX6(FV@htt}U&CO-wB|c96<^O^vnZ4N$0D&hch!NU zz@PI>Z!~($6%)Dt>jRV04b`xHE`^Ir)_lyB_5L_3dF|txC`OJ_S>2hZ_W6qU+hY=k9e-)p|DUeS`h1)0+(7p^?p(8%cmFeB z%JBaf&a`Oub1O-?4RyW(jdp>%4Fg$*6JblNul;M382Bd0$5HZ$1g#Khm#eVr2Z zOEr(D@o!M+c=5x_Wx}Eyxs0z}2XkxRUtwM_-ze|Lf_k&rfjOJk%sSN87Rd4FTG+!g z&pIb5pI$4RnZi`Q;H!FdwP=nN%c(kO`bs#og1EiarZPiDb)9K*~$8U zn|>UyI3|1Os_xcF>rXpss7_Xk5P8g$)bVa3YiyFDhnYvEM(-oX3;xQ5WgiPI&(zBH zPtXpLm7ITxTY*_hcH-rxwLH#E1-FuWS5M~nai!a@Wqt33^;fbT<-Ir*S{}{0Ht+3r zpZrG)8e#;dF~+L4M9LlBpBeL5@O0?bMM_Rj>-$T?ey-4O+sWB_MuhwM{m9szUqdF& zTf?Pz_-*Ykz5lAb;Z6M)7SGc>D}MIHJ;ftwt5)i)o2SdAtp5M;t@ewjjL&2<$^Yq^ zv1-G|vVD?MTKnP~Hr)-j`oE+{>c~&46B}!fi{$ExP7{`OO;OG@do8xacSqHSS4y|9 zuZoNeyS;T?{RDMR|I4>-rK$g&qF#JkHoIrRrYxrz%g#s6ZYJHUH@bZbEM7iyZ~4mb znNC+G=P_SQU6mKM+gLb8hwk(q| zxvUWUI4Pt+K=j5(&pjSHx_V!7{aUxT`nPcVrir3o{#jU*>@}}nwPLfepy;eMlQt`O zO2)se32)r+YVMP>Cl}^0uaV#U_2INHKiDnAkM5QzeG^vpuxCO}|EX~1_ARyTg12QV zH|VfT;_TRTF!1ORY;~KBdNXdJ};i5XZ z^{c#x^{a2%!pph8RZ}c$pBS4Ozu3g4{)hI@Q+lH}2mGn>?(&ee zJ6Re(?r*PhQlo+5WU=BnLSH=!pLvO&E6q~7tWEwTH&|JoFXYrkeq zn-*YgR}k67ld??sR+jyfV;91nH#2fR^V?FYlv(%ex0r=RfnEB&m#;r|+xK@w2vo{uwbZE7ow|iW*kKcNVFC{kgZm)tO0FKBa2iL>%xO3Crv`VxC}cD*(hFuP;xonNzaU-`t&lJdWKocxc4%?on5 zkIv~S^kP_4X30MLH%G{-NfWBScO=BV*NwiDEOG8-xOlX5y?7*d>)xtWa>_R1U$PEA zTX~i1$v)kSFK2Aua`s2)k=e@OPx2;(7{p!=jtTj^d3)m_rLfeX=pL`*N;~7ccF+3C zqZzFIO>yPJxht&wzn89F|5^3;9j;Z=-x(d>@pppr=He$c0p`5xe?5<0HRD{_%%=~u z%x^B})SBs-zwpRh?f-g5>qD}mE;{E~h{vC^TqRMvacSY*^Wxvm8fv{ZQ`J0{TU?~` z#dEI9&h#W1_SdRh_0GS`qGcESPU#muFVbmV*JknTf>!XC*Q>f2*t9ejlri$fP1cMJ zzvq6tJeQ~QzWkhu9O;gtwwXqfPI9+uEJL_WwD+4W?{>1=`?YZY}Q@wq(n)uj9D@7Y)0xpQvAs#vbI`&O8TayN;+UnLVA9C_qQ@}ugbr>1MS z?9WYWe_^h*t0`#Vx-?%tgDJj`@|2$^)Zd)mIOWkn(M`&azcH^-U&>&-Qp({(YxZ5K zNeSl`_IEn|J<2S2xsma-W2d(X*A3x?nduXzeJoB`KRZWe*V`u(UJ3|(e1A&w@KlwM z&9T>o-juZ#FKWp;*Lh9U=(h3o;-Hc|eR1}uXBan!Y9#Of@MLmh_B!pLfMY6=-K9NO zyR9zQ-G<#{smb2%HU&~D8pwr9x-#PsBdzG_COzzYZ z`Lmx^yt*~{>bM4&sKF4kX_d*+Iy$e=?H`hiB^BiH7TlV@v&hpteimx0u zvyD?&-?lGV@aV!r*X++Z2&RAEd#sQ@;`ldS!{^U2yw!{A%M zyLHB^ult!?eP?cVCgLZXnOP{C)6>-kLB*F{rd+Aa{pt94+a{0u-P_)62w2(d$@ymQ z^Gk}4mO08C)i8d~pRRhO?oGYG$+Lc92^S|MFK0d*x#Dm}+$5`nUsDq#&SYKJ?U~tQ zdp_%AUcuz=OuauASyn!*EKRnEhc|+~qPKphhe1%c;liuCE)gQVye_7ia{=BrN_tnbE zDHAuiR85-7AXoD3b7AeVW0x2IJF~%YOW_5h19x>JO}4c~ib`1UxY#1|qNUxD6;JZ6{M?%LTcCPo!@|00 z(@c^hm`!?Bq_gj4u3+Gm*zuW*Jz{r#{rcPI57sWpnY1C_G5zIcE?ahvr{cx}yRNoN z+wRQd4R+nWr!9C&>IpZVZ;7s+`wFgDHU8Wz`>{eq_6DP}(~EgjPjl+}I!_lto98S?6}D{?xn;GPJI`_B z!WB8nm+V<{1LWG4?EbTIy3$e8-ueU6E@+&}xI4?^$&y8R=O$YgoH!%D@08K2bJ;Nq zP8^vSmVeuJ6~B<6kn;95{aZ^EkNiuhWD+dfwPefnt@RQaI$jsETd%bKykVq~@#(YW zrw{uJa|8~iNAKlcTo>|p%U-7K+9KB`SeaF?ubp1G$9;#fw8Dbv*S04yHfldrl5-N9D!gVE!@G0k zpBc<#HTR@HIWg0s-gstkSEcnG!Dlf{YYTS1;`Y<6o0xaaPimW8X@btH%Whll9o1Rd z)~0Z!Lx8DYe8uUzBF}yZS0^{R-}+*p-SlD!N3Tz(VQ0thpA{Ta%3RAz1kXhoXv%7c ztJK@96tbxj{V&V?z098ZsYhdnMuqu_x7X67HumiiZ7Z+Dp*{m|Z} zUO!Lmh}TnHmGI;FiN$B8r(XKd{wlMbTkCP1$I1nn6Sl4>XgKvk!{yS9jxzm;8%&UNF_^;(qV^;<1v3SXM*)o4g2ttV^4M zB&OT&7)ko)yw8uj6#ndNOWT$D`~9bLw3G4#T}qQ`Rbw?aCfV9$o|u_5`-^n>Yz^(5 z>Z0wZ7_TKeZi~w_EY~xg_u0w%R^6@-_Z;8qa(vx)^!wGDpPnji?yeP=soKc5$L#2h z-KUQpc&YOC&bbMX10{C6RgbD!+*_--LVwx4udhRvT;jJ430TrwATzJkd%>?I+Pd{k zH#$xTYaM<(e}46@hEsnoSguhqInbxYxUmllAe3NG{U!oA~7u^Yv?DNs63--``x#Rh{H`WiQKl{X9|D;@zsvX}6n7i+*a!MPFV1&cvYR zh~uYKxd!=NZ3j<%IJ90(!*8a%nqc6A9&R)h)ze%PSvA=1ACu6`)$9sX z-Db|QHS%y@pHPi?+rQ~K;lFO5mgYFRF<`&CvsZ#s;;ke5_D^$Mwwhx>Z+%Ow%|UxL z|9khtU0K7LISO~ytb3O{w?4W?bmf=D@>j~5?{_bLJH`3Ul6M*lguHhJ>{_~MqJF~a zhc3as|4&BF$awm<*3)|S+` zbX=Lx^EUA~gXI^W1l67R_u=XyH}9m-%Huc8CM;q6a_HRNtuKwVvp0$q&zB9ZPnZ57 zxhE~;f{NmGv3MKNO+V{O&s%)I;s5i5jbq}59UZK4Thz*e$~}`VxtT2e?=gQ)@BHPb zo=w>*FMBKc^{&rue2?EH|B`;^YQ((#p=p%vnU?jO2lii_-@i@r$L(a>2Bi(t;zM)U zB@*HTEQ{01q!bh<&zGD1rb>Ep-)#BSKi}0Wa_!d64h`x%Sw4+5{`OO@GSvm03jQ8z z+KQ!nN_SnB{1GgFbtcOKm(%@hzBfD{*|=#;=v6fRWYPD-!gNh(x&2&$)Mi(PbLS2e6s3$s`3&S;J3criior`de9EyA;(w*6u|zV7!1zuVqFUWjpX z%~LTsUw_ebsf=1W*PWHO?#zG6zvIm3i*uf_-_?3aAmMY_+xKt2wI}yHr;+XFO3T}ym!4Y6wkz1|!@j=$7`xy30n(w&%|&i!P6bBo zm(|$jU7i}Mb?4g(6;8&hjX%~eRV-+;)yUa3$IrNOr}v4t`q0{4=gw)Z-+H-<`{&Ph zJ32br%H+OlCq{_OJa*=eI=f0$lC5C;O`-VYg$o0A_F34jofhu$?Zcwdob7-2uQb23 ztoPBsx+xR4gdE=--*s)y=d>a=uG6P>Td5VeJMFKUk|fS9{$0;N%C}E{vC)ntSx;i7 zZI1AMu9MZO!5X<*{H}HV5~aEO9WwZBN9B0>qL%H*%=3Z{Ry;k9_!GDg+cRDW~l$qXoAmnI@wno@a!By5( zg<@ViR`Hyis44RN?c|W1s-JH~ylR;LAfo>NqBWWK8Pjk4kl=c~V#l}ZpPf`T$r)dN z?_REaS>va-%+U`2mg`EQYTYiU8Eo#h2eryieA~F%sBNA1FSq8qY7ZWMvfF&FvV`$K zkX>&~?0R{_%_+6j=L&PRyH-S`A1?@DsoE1(`6zv&W6|aQMUU+=d(U1xE@N8o;PEnz zbmOjN_1;|J{N)dQy9FYpf^T)TX)ix0leY6`M()aD)^g8or3C4f6>gSKPN%z4ygK5{2x;*U+_@%Yyyu=vidBlG*7 zimdht{}~dyGwW_pPWy8X*`Gp=pRC+w^quB!b75Itx%6s%RHE?LoVg)?CI5VyVf(9B zMDqTWf83c9y@LW=(gk8K9Q~P8-nwS8R^2}A)31Twsh7p(U zyu2}Qe_qTh$-^(#lxz2DhRs>Bk4vCMt>ER1&=)Krn{WLu*_imRF4H$LDD}#ZH71tl z+_F}<%NHDcq3eJBePaDe_VO2fnt6AP+ssomx4-6OyVJk**t;iXpQou5r+xEYam!oi zexK{B{nMP4ukPwI7xTBh^X7OF&(In*m(rSU6aUL~m#(a z)D&%|j)giE`z%kIwyo9Q7ppSYv4Fj)cMa1H_b!8zQ#kH6@2zR|7ARA?_?v6{#=Sgs znm(@>b`~G@nWraJaC?b>;unEczl%NU177`&2$S9saez0hXj128-FeTNTfcGJHzwcv z!1J##ia$hQQ#*6;#Oma_+S`(D46otfD&M&w4-We0-~E8aZ4Q?d4! z@Y4VFMs2#GHKD6pbPt=z{9Y4rC-hq0L4kzpu3}O3pC25P*z=9WVEU$QFXLu&A& z6{7w-{fu8t+4!zPwyD4BcboL8$tfzS4?B_*Hyc@Oh^}vYnCi~ zQxTcPYjmlsl>f2hXL+g6rtpvt-_rEDvraRq{7vlgS#+agWmNlP?qiLD%&LoHzZ~q} z)YWQx;gajCe}zTs_AKE#G~cKBCv)2*+rtwN@k;U3s2p0bC`#`_QpyXT+V?iWe?|PQ zv~CofUVX$iO{g`y-eg|&I=$(&r}P8=a5yg2DcrTkFmm_ddl5TktQDPR^Py#)>_cby zM82ykfm6%SgqCmc6v-+DX0Y=)rx#xr_++rM9|mzfhT&z0@E zPfR0MeyYb-iSr9;)tYVnpWm_*<8@unAz@34MWB6#wQwuI@n9Jk7C7d)6m}o5K6;>GrLf2j@TWu#oY}Ve4SA&{(Ve zZOM%GXcwhBJlQjL%CR#0^4EX4cvAD=6)_kqcw~SeWC|iRaz<;Iu_Td+E*Tf95pgqy&qdFi$(PR_ali@5_K+4_{62PCnnfi>X;v zJlAgTU(F)%$ImYuWm+3EBWTBkJtw%Mc8S~nHQ}l^3KUwrs!C2vJE%)F@yg5dzJ2K? zt@?uB^i?mrO)x5K=9JfZ*?4eY#o^*|>)@Myi&n07sD2yKey3*n@1S!|mEZM07A<__ zmvKozH!M72P1EU}+b=D9y}xs_f_dFb!?V}-m$?4eYMblh_;20^1NJZ7ypi3JYiGFs z$((*OXz|?an0hA*iItP(_EoG7kp7l1V}`!3+oqYvpYp|g`_;)*@>?~H*<^WzV$tbk zo938p(LTe`Q?h!`>&&8x=eiPC92D-D+8FjbUt-c`EZlzDe*gLe*0~S(!}fgAWNz3l zc6rIM>Wl^5-i$x=ylb8mbAMF+F|pD3x7tfzKg&O|-aBUX@gGvE-*hwfpw2C;{Tz$# zf6q1MIxl}O+=_ee-c6@2x^b|C{Y$F3w99|_51%cC;c|=_C*(OR)plRqn6z0&#Wj9%H?ixJhPmv0L_&s!7tW3{ZW z)`I8v&3aE)+NrGEFs(UayPJLe?dFNQ7w+ZcTQ9(KYZk}f>Td_8ZY&7=yvpO8zv9sd zqpLHfo@EQGTNS;AFG6Pud%W-C4K{PtxDNE3{`aVs>*)lmXMcrD{%qQIY5QA|+4?r? z3WD3SDmK@I%$~nP$$wMridzQ)t8@e|TF(mA{a(lK``fnZ*QC#T65{XOvH16Uu0dpd z)2f9hJY>W#y|`WcJX)0bw!^mKo%13TjM!7|R~fP0c@^9q zzd>EN*&ux>|C}3(@2$GH+&b=7T9?<+D%aE_yHee~_-p3tw!P2h{=<52wqd}*k~v$~ zT%Yk!ej>wkT@}$BrA*b6iM(q>R-WtRIvb(0szST-?~cF!nx)ek=d)Oy_wPMZ z{bSPu^^Na7*_!D{>qvgpv?$cn46N^exVPZOLu4M*gztF)K2B z?Mpr#3_qwGX4ms`rWRExDS}k@s3~!eS$V-v1nli|qUO&TQd&kofYFLDGX0-+H+lVvn!W z)E8y9y0c_|fPaVN{_l$QMWS0jIX`=mwN2K2(h9df7uEMqI&0xQoz2y2(*3&iNimyZ z!%~jac3ySY`Tg4a(ly%xHmmySTC5Bu&+>Pd%=$HT^Gn?$%71?N==p7ZcED@lBGcd1 zg)!USEN3ZJSJv@0GP}cQ=go1U?vtI)k{90Rg?rDW|6VT=G-GoypTWnROSdjpE#2uo zqxxC^p$9&BwHn+ZAA;uHcT;KWH z)7x8zW5&;Q0zNvsk6p}R^3bEnzw0<^c6vzBoKLYp$~>Fkmf*WBpvi!;Wp_0ppy(bc~;NZ&e~ ze_3?;(%GqZMVFd+^P3p`Z9U+_kuck|$KpXeSD8IeuA)m*y^v1b3j5tRt)1HAs$$Cw z{29~g-W=SXdf-JxS!U%mBL~?ZQJp>_4$L3-MENsK_!3foJn6=TXA)67rrO7(FFocE z*7>+0rN22X$9i=hYvae=XT0_Dx&5Rq>{bg0PcO(V5_5laGtDYv7P`vA>aX~qU3byW*^e)=uCABoc;vS3 z^~%*@U(I-Oam~-h_sRmx+wv?6 z&fZeF^tFbClaFtmk&yBAf4AocT29{jPN!bniuL;Q+!OB;&n`Wl?DWn%>iMR-Pm|hi zuUC5e>hos)uWL8GW)x&xQr*Y1Gx~7QeXi|i`rQ8)RsYI;>$JG7_jlj^nFZZjH|FI< zd=BPUiWc?w9KGM)`gf9#@;{w81FIv9g#wik&EMx_w_Mn}IHdog@SMLvuY9>z`}XWm zb)Gu?WWA^ygZz>&a}#ekmdy1u{@_@Zv+?JLo$EIz{J)`nsJd^Jj=e{3-Fv=&!OVq0 z%NZU&fBSJ)bo`q4%r9G(A9uerf2MctwXL(a2hKj7m87>{F!1AI^Ha|acSS#EkqAqi zyyLQPr#KUPtbwP&?T?06?0Xf=16HPNHtwoAyt$2IhgM`+eO%1N?9Kk!_K#}o*mufl zo=(s*&1aoEFE6zGU9Wkrmy4EmNvQo%Bcrskl7N}F!noW%#jgGzv?i3jNqy?L{zd1Wd9mT3NxI3oq95^H?n#9^^yr! zulVPQ+TJ>va&2Lw?}x->&91##wp(N3u`1*9ySY8jhD6BUWsEXOsV`VF>A9hPwtD#TZ|U2(*R?!Mb^j~e zIkUJ{?}vfS?5{Oh{uo!s-w=j&cPl(68X;G7E$ zVcS>9^e;Q_EA;S^2G1ddeO|X^qQyVdo4e*KGA_0E+-`jI)tr7o>C4L%KYO44;&RVq zP0CTG$}`IIpS?}zIIMo?VtC|}9s4A$6>j<3?|%O`%6`tb+h_K)cCKo=BRTtdR@vS1 z%LgyHZJ)j7^|hk(|0gG#RNskk%h^1mcv1L6g@h+{;TaRo@0&59>|)TPgh{~_eK#&? zyj)>b&-A}0@%z(u*J|E*;f8%i=lp#>WPuGmJh#F{G>@5%8ImAAcA zdPwxJNTO?Ka9+T}cF%7=J2X@N?*6=kFMG|=nr3aWd$#3CXZapQ`fJ!-^MCy9#KvT9 z|EMeMOm{xn_hn5CP=CYYDSP)3htXZDWZx@lDv~|lTvykh*G<<_d=(w@;Y`kCyLcbv zLaEcm(#-i{Z=!ZhHLW z=CzHRc5V8?zy81LTaUN@%d)Q|*iW9J@1ViczAsx@`h&yGkJ?fhQswohd5bR>gW>jWPGQ016ZU6z9*NFp`1|(zLhb2o-#KGDTK5PPryro3?D~$NoPqEA7g2yVMVt z{S`a>^CZLJQ#Yf}|DN3QtbF>s-4*pdbzfOru0-a14$ADcsuF*=EJ8VTmvUS!<3)LA zr9PJ{f!}9rSAQdGCoZ~S!7HVu^;d)~93R}u@_zn8z?&=cNYt@8jvpBh#_V+SRIJc^ zV}4%xZO^Yi&8KfpR!eR%7x`!GWPLp?FZ)q*soGMGH$n@)cFXA{uAN%Rc8PuYE!&@7 z^_HSj*Xf7J`Cn0e+`e}G;jL#T{L(g`8z>nOFZ}XU_KL5XGqUzB`e(WR>#94djy!yI zr*?;%@-B#YzUi2{-u*SanT1^^6x1{qnV-M(Pg>|W`#gc{*bRI9%Y6dAJS@0k!T5fP zky@T6zr)q28`tm2KDtyD@;UD$|BWek9NquNGdyIkm;13JKi}}ngU$1zkKW4MJnxfU z$QDl|Ou-f=to>Fx?yO=@_3Q`PUw*bcyfpD|-Z_=E2cNCGoV+mf#p?18ezvokuEle_o_mTxM0etq zldg>py~mg63;pq`&wa2due!GF>AqR2dRxV>x_+oFS-!?o@|lWa(dO_Qbq0YS3YY(G z-Y@$y^q0Bizlx@BY}u2d{>`nkUo#^($>i5U^~)UHW*a8?ZmLswnx83JwqaJ`_MgjQ zN`7(NpJwy$(v>fJPX=^!Ws2O^`k8jEc~SO)WA~2w@2ogAE74mb^AmghGYLD{PqWyv z)*b(HZi@Qt2Mg|3d}GT}8I- z+gZ$|xQ=KA`1E$$WKRt*arST3#Z^s7B{`RA7FEC2KvDLO8! z@K({(Kf&VlLbhh3Psr0m(%sWvhQZ#339Mh_X4WD>=s(&RvFUQXtZxm;IA z`>b%1Pes3|&gWhKqf@DiuFmzSN`ECgOR2~+=_hx!&PnBD@0j>MK7PkiN)9=jDakB9 z*VdM(_bPQ&-6FFkjruoL9XYKXwSM+jzYSsc(5Yvu)!LtR@aCJ`$qtK6Y)%Oo1SqJ> zYv(=RTr1vvCGyvw1IwfnTo_sIwJu~m{xwv*iE&m@n0#{f(SMrr3q3v0epwxPBkS8c zw%fPc*~;YZ*=BXvX)`1rXt}LXH+jpx&tm61&UbL1h(EAFpP@l?!PM)OXRg^zWa@2x zY4F;)N6n$EzM*5zcGgcz%4L3p{8L$&arWiDt@HPNVA2Wvwtcq6LCICG=hd|xjAbyr zv)W_zrdz%BcPk1X$nvWl^8Z=j>(hQ8iw2IISu!%`phD%SJ2kE zSnRv>J723Xp{iqD@oN}X@thUi^f+*7hm2C){6Nj ziCV;b*46rLuIKzUcE7UOhMKkyw!vRj>kmyhbZlwE=AY|pROd=}WhF76_nK0=E_$m| z?q$L68DeKz|JgkK*&F)iwMzYTiPE_Yb2w)1b!_&U;I_R)dzqQ@wdHfZ^t}I|W$wgp zVfX03s|e#ur&gUfC$XZThV9NnnZ25mZA0&Jmt1i^YNL0DX@ma7(_HUecWzx+waCf0 zx$n5*pUljimHmA$H$0xbv$y)``@My(C*@+|uYZ+nGrrO}=i-Uo+xE>=R%Y3$v8#Uh ztD{T(Hda0^Su*kAnbb9Nh2)Ouev&Wc5DecT;4l8F$3dezbLI01lU}8~(_Q>cuYSVT zlS_+PmTvW)^pg4RkH)aeOYU5ss?_c9p*3uaCwse>v_|&X-|ICzmvL9G`}#iIb&Bt) zAHUxy#AnTM{cHR$0IB0%Pt?p2^d~CFd<#$7_CYf$696 zo_w)tv3GC3sI4gfFA|x3^~D|8YZdQSmOCh)oM5zE&zx=9{+N!*N5XSbOYhp;__bp# z_a^5Py~6KTsK5UBH8(WN^4xls19xVt*?mZ!yV~x~txEZn+ebYo%~Vy=N_9Es|7Xtc zMWrv6z4%t5b-dom%jwVVy=5!?YQLP(v-?9t>{g%iy5Nw@_rM>{hdgH0%f8s&`F>f?BfTp>nF=D;9#EWhwsiZ- zV++@9-XT2yZ z_Tzr~`q$^_z8?<05nO!#DdX?FNyn3u!j@nBaNrAnuXJ?%6K6w_Hz_tVvf^bFm)wZ^ zUHoKY@mH7KvqY7-buN~~oqPB{zIFSpO06}5KX&_PE~s@7HEph5Dq^9l8T#`Svxm#^ z4H6e#{$q{ddXRL+*L0uV0;c&p;_9D%iMn&A!Dv-*%ne9s~03ai+CUA7qr9y{10#U^-0Dj@yQTFcpSi6LH( ze|)R#J@fegdxo3u=0-mov}JAMLGT60|z*8150P5cdCq`H#1f z^}Y;G99(qW7u?Se%ege!Zxff-IhKjV(89t1dX0QZYQ&tolXT_o#7dW!mvbDvJC{u=`_A3F&8*)i zJb0IP@UBzCgLh(YKGmk5n^Spi@8|S)e_qtxi(Q=+dNpoq_pBJ#xsi96a@eLYTJJF0 zymaX?c2C3Dv3w`jw=kF8x~JDK5^=nsKfG=%Y4tDIPpdQbi5ve@%nnD_Y?ILwAmTX z{%*Iv!1pGDzoejc`44&aRm_bH;n@lYgi_d9JhWE7IHh@#=|##^6UI#r>2v_pB^WtX}j(-gcJ%u@e>>|G0bjpKP^y zFyrnWyJlE7%fvFij|^Rs@-J}t>a8nZ$M1}FcyGXv^YdLMqgnay)l2tpET2_=<*LY& z2TTR5RlEL8tv}7fv4LTy#jTlDd!N^-7niX8jcuFFed6G&cu@n!IgMe<&WV*dh)*w{ zRsL>&-t+icrhnewm-Y3P#nrnv|Nr*uyp+Q_JqK%VF_*Hw?{l85d%tt717F9Q`m^10 znpGtZocqSVyLI+sd&BYtpYMyie7}C?!hZ3@EXJ}8pP3>UbOj^pryf}MUX!upzwy+_ zf8SmH#ZUNA@A}}sXyyO^NB)-g{yVMw?|<$2|9-lU)6$oxWc{~e_N;@-+Tue*0T~`qb|$3$A`BVqyBHJb9bajYszU z^?{xq4YrJSXWrQSVMybP+xGqVkAE^hEqDC+C!hIWE$RRD$ctC5Ni@_&e@wk?|xLD-~9dD|H^;A1sNLW zITRn6>bhZP!V2GG(|xW>?b)-iQ1kCTxw01v4UTWB>V0(RfL1}dgWD6e|K^jQzcQHC z=Gk~XY<;Wp@#%B@d3Gz??kL-GH}k+|rX+i>U-z8qdrD`O#T~nw5VqK8%9-T15%WJ+ zw(?5Y%9*XbyS6aYbn&Hhi%BQT{L+7XuKwlV_5F}T&MIs7kowPGcCpOi`@+U?X4ay` z$+M<3|F*u>c=6%FgYUd=+>=#0c87%}%Q4vI|9ST(E7!%ToiqRXZ2gA%JC%1Q*aXyU zFp9sU(JZ53bYN2b)_a@#Wg1J~re0T^%qH|w@2mDT-kf{Soz1UJIy9w$vw-o+Hdu7|Fdef_&vXx(*kh-Z+fSNZ92-RHhWNJ`ffyUh<|J-2nts9k;h@ap+d zTr;n7w1=-y*p?9BqwcY#FUa+yxn!pEuNzkUu7>H%o)I=pvcWWsd*y(Yj&vRdW-IOhEk!P0t-EhSrKa_vZ z{ocny-8_X0u0M6;TsD0XJD0uU6`Q-C`?;PrdQSYTdB*MQ)AZQ6Gg7i1Y(EsYe%G9n zCxx<(ss`?xan1kV(dlI?er_prXHDtZ{cS3*>7={!QtEpxTDn3!@3wya^Fe3h_n&OC z3;!_1M|ujZ@^qZ8z)-MQFSTN2>}0Mhp_=_~Lp`5tTOGEx;q)2qr`u;G=DCzzyl{Wo zUbVU#(`z_1Q}x3d7``({UQs%Kde_6;G7s5~kmHT3ezq&9#x-7lt7Q|2&jp`sIb4I;(>`Z^S-Pm)G5r&uG~9tz?GeC;NtKe%YfzOn0ZRc=ysa z&3*5|t@+J<^X|T0XCxA4WyjOH{ZYE`#j_I?dUDx)gcn3c+_GFA8h+fSJ;$kzsgWx_ z$ssR!(d@?>dtQD$`8t!~&{a`ejetP?qCJO>9#b}Q@E7F2zGcI~(*O0{$4(qNF+cQ1 zz_a@X<>&SDzb$rR&Z1u5)*(c&&1Mk zf91Wb&&Qxdw_R|7K=nMWsZ)+W)i=)nQTptE%T-p@7r!4}{(Urbb<2JnoWXk8l4L z_>%U<_A39!R{28}>Zh}fOn-0jluv#*Q)0Q^lkd-M1lL@#E}HhHRgz)Rp1V?s%eIRc zy^a05XV*2i@UyCOU1cXFtVdk*hyAZL3Wc24%z3}~uZa0SL5VG3bD!e%5Z&bScgwdv z=oXnY{ddcB{ftF3c^=I_S*FNp746zO>y>(*Q_J1xRjL1Wn%>-ewP)dh=|6U^*8Tr% z;an9-*(FLsx<6d(~ z^&@ADUplzyTw3nT{XJVsx$w(@@5`T`GoRQafBoIDtO>4_PJgSEvTkmYh}_jTiGRQ2 z?Z^9gw|slP$*Jk~k<`sjk{#C5>O*=LD%CMNY|Q>&66Ue4RP>@*-50N}jo!AtbG#+Y zY#yAMJLgr4+>FDayI+=c|NOA=+&kkFGeZk2LXDmLGn7o7=5f}}+LI-{_{DRzowJs; zX!DkRxTwx1b#v3TlUt4@*}wHabZvdjgWb#iNv=OLqu zY*?^GZ^@zwH#fY!(wFZ4Dp)aQRjcZ>GaGsPS9wI%%O@I#G21*2*Z;a_ZTleswerk; z6#;#lcwc(Fkaub8xv2O4-;U0gO*^xTj#*yi*?73X?iG)F*cf%ciwTVGGLO`ItB z`9q8kuTAo%4R7o3r%ZmnHAGF`IO{^p0bMo-^85)8V#+gs#$lJ&*1&TBU9X|d6bO0zb3`Rj@N z?ADxm?&pIkDu-P5SU*})Uz6~k<73_F%fTPHU2@{W^BZ|yCtO(m(09eJd0&p~xpbn_ zZpZ5G=%?Ri#eICnu}x~hp>GHNe68QL%nC3Y)@|&H=BLtV?K7%>W@Uo z)skd(!5Ooy4%z!I54~9FakqGC{gPv>9+PsFD{OKfF6x>7_|<^`eZvp;9)8Hb`HRO4}1)-BE&8-3rpJHpSSAvd*iCR=RTMjWdB=PwM*}NeMD6f*Z!c|m$5mEZcFQM zn)k0=d+JKd#VW>W&AeOHH@MDRDkPK2q_lg!WS8{hmqMG)HYB&`8M>^us1yHiBzdDx zvt560skX$!IW>nac|4t&aY%F3ua6C$SJUS4mf!2D-8&@!dJ!!jk_?U^fZ(V57L$0``%fzP2vB|!^dHd_RQ$HkcW$!ri!&ZmgyT;U9 zdlpyc{f#x>3-8rWd3E%J3G3<=4!%VXEq1WkJU`l(^xQyp zqP%iwQY1@R`d^1_oGQ+FMK`vKPhP3BaE_*u(yq&Dv2vTXuUm6yMPB_a-#MXk^xXHp zmwT94xoWTY)yRF}5w8>1rL2;beH~pREN5s}bFK19p8h6xy+`_sz5qrd1|GI|P>jUc_zf6C)a2xB^(!00K3}5W` zVkruHzkQ}<9jjdElWPn1-*a6x`WN5_r{ z_48vrH=1l#ODI0S_*rssjYYw;hZp7UOxEo=b^r8aoq`G9W}j9q&bL|TtN8bgr@%~| zQkNn%>o3J}kKb(gv3z6Uq~%_P3wq3qrgun%W~jfO_eb&Sl*js;Kg`d*RJUh!=OkX; z&TdVe0=I}2?^a9{-C)D$Ha+E?nNoe7Ls@i<%RBk{W4~*@OIYMe9P1SRduj5WiNYF5 zj~JCDUz{^1Ne+N8u+zRui=Jm}YN!tCRXd(W0|%SLWsthQvcv-A_*+iCgWp z_I2!z6*sMXPS@vMS$}=xN=YI_9Zl1fjeyW0Y(-ZEa z-KO_uIyk?Hz31bYb@%F7@e8Ycw&=HKdu)Go{zKHvq|KQ>-{yW=VN!K-{)u)D_HF+r zvE5lDs{fy@`QGD&L9-@*-O~GYH`8;|yDi(Ub-YqhJ5yzJQn2L1gE#dhdl>A`))>B5 zxx1G6lg@ePW54sV_w#I9ogn`2nvEud_Wf6;32NU~N69T!cHi!@eck3pmB(9qf5`js-{~X zB4*U5q!qZVfIOX^_G z)U%u+lfM<7;Pi~UpYz>+2Gg~RTe;#B)2EbMhfdgM{@(bvK;V-f=KrtE&`>}6J2HG` z{jmeDzCL+So%N*MCPA$sZpwrEZ346VS2znyme#m?q(`jaqGsmK+a4#y_6shWuW{?* zg7?!tKTJsxxFWgvysl4W8&mbR=f$~`*M1e4A8|l@#*4BAAKjGdCvR2R*K=%^+<%e# zaV;S~I?iv}tgZI%#oHWz?)qKP3$#k6_08)%7W;Qez2wW~TMgcvU+w)TK~{TB-O+$2 zp%XtWc*{tzc-)S%r{AR+A+f!#~&J)th^9*u$$$` zEU;cKEbR9B`tvELEmgL998eHizH8yfbyr?nE^{nD*1u-C z<+8)u1DUq0ueh4oziMBz(QWmX=hn6pn`&Bk1Cb9Q-*kyR#_i)NFIR%}d?1LpaRSN(JuT zyZl79zGg3b#<2v&AjRwDyY7?*?zuDBao48SJJ%JqKK+vSXr&H+`5&p4tGNqV5^wG> zf0k3b_SRpgDb|-2S1(<=#_X2&21OoW0q)Cpr<_~ya^cjTIvMRoOV6t^uTH&9?Pi|s zw#cc#)yid4fN#~>N1tx=nk;)?;U*xM`Fn#!j;z3QXQL7UrA@ok8=zxiI~i_V98CXMI62HCxJobvzTjLy5aKFTiL!I6Ar3degxxAYT_ECLtx z&6>lkJSDN@`K!`J=d^cOtIF|KtWx(h2wuBHyU*l|is|C23k$xpO?2Gl;!!j)Q8lq* zonn}t>w(Vo2W{Nv@3~U%o%4Z(^P{X>*Yo%?KrjWxEG&p$Geq%9PiwN-$gXIc*g2CZIuh-UVpKub;hHDmiY(H>E(}yvE8yJKGdDJxlGml~%e{ zf6CUGliD_GuZz02H$N$^%0qwiPB(AciwVtkrw^=M^L={ygzXC+_I$O{-?9GngAcQm zYTt#ZZwUH4OWGi-=7E?N=ifBlIX-MoIMU3cVO z68UkfzHhOmHvy8bX2?oYecub8H@%yn6K(k-j*2T|W0ciw&A zC=yX+Id_H86VA6C%AbAnw9bpHG}xQS_Ll#;!d{tk3#4BuG}yelH0$!6kmq4nPl!98 zHImpGIK^D)ikZ=j=UFvUTnTHwebMBTb;&r_f6_nDD_6c=R4e+Bnqf@2!G+wC_50kL zl^5SVEVfc<=j5`J8ZXpUuRooaCf>5}Y~VKG$GZL^n>(&<-F(9ST7=ix&nhhj%Y4rq zXuYHP!MmBc*Y0=UbKW9GXZ|HxBH`wLf2L)AW%pisGlZ=+LU_^oyH8im{FOPOO+LC> zvG|6(-$I$?Gp;;698j;3v5%p@MNlWJW97U9USi(g|G54>=h7J}Ww#?+WX*iT7PVz% zyfMPRCq2+}-rRaDvz2>$^^qB2f1@YPSaiK#c!p9)>yMxJD?e!2x*5eEE`OSQZG-Us z-TPbf@){1EvzF1HW>WjiBKrK!O|vw%Jxi?naAx*1mo|aT;qt*dp46UxU0)UOxbm~T zJGZIgnv<&4e`B>pzLe%3JFxhQvwnqC)TYi3uHc>T-2L9C=X$=*>-x0fc-5)=_)}Gr zmrvTQvqQ;O>7|?M+*L}ejAeFjDLM7g`K7H4qk!sZ$&*U!&wlR|x$;x5XVQoHnO`D0 z@02_c-TeIF`S)J?1jT0%P8oX3Pt^bxB}mi_+A4(LCFFgblv- ze)rb9UVnMImc#Uz*=Md;Wm{kPo)mU&mWSQd-4R&{_jk?7Uo?L!d*yAfi5K!u6;(`L zAFlE=MclVAw^MhmDBJCyH}#K}abKNf6{uwVch9qZdBVF&&z+dCjq6PFn)Lb=NAonQ zY!h*RKg?@wv6Xl)q1?Qb{|@6<@mdx|FrR^^*D}jtj1GExuH{5NE?}?o9Sn-{iz?)o; zPjQyTqCIwO8+hC&)a%E@i*M=gx45D8^3v1Lm&NKbdvmAUjOED|WtuYEe!j+`>~M)F zCb!TN=11PI2{2w{cPNV^OnO0(J*SNC$6P6U$As56eg#V{_`D-JW6Ig11=}j~0`3+^ z^7BU4T3)~G(&@fKMw2=8!}LH|m*4E0^}KY>SJj_BSFvN|B$GfHx%m2UG2U6lH>)nr zwtL8Ie=maVOvPrg>np69MZ{mvIQ2N)z~XkF*QJD3@1~-ol27e26K9#betB7@`1|ue zvHS9Is-oh*Uft)O-v2rD#4h>5#)(cgg{jNhBW#~r>jYO_R(NJ&Cgs0PUG0)Z+3_t_ z?E6%*|Gr(`HLcipB2UTXtvlta>(?&{vsWwGrSkfA{`YFz8v#i_zvi#&SvB`>y6eIG z+w${2-+C2SUnH=*(OUQN=I$9s?#|lvde5RWx9qs)Ur@4;ub6qgttq7rqzx8a&huEj)j>OypCTq_w3EoPck#-hF#yupeo?%u(u*QRwFek;l0j; z`gcb*yU#fI>SflNs~#&n?!8Xae|=ItF8f^awBAkk?wI=QKF~C=OhoQ%?H+xd8=M8z z65+jDc33*iFE{3i;O;b3nj)|8A?#)ApN2~FTbIu4vu4TV{lGYJy~XSed`?EeDxjefg>pEZVybG64?f3W|F<*BH|8#!2%)4jmyXy)yKCHg7`HaR+ORZn?xVSEq zt8Mp}mJMF|lDAyCD!JgI;3@8}?;opqyo}nE6&6_XNO8&8VEY{^rUtfMt8>GX4m{#N zw9LiQRB*Cp^a6PYfyE7vxG(MNz4~Cb%IVF{iOXL6TzpdEW7zE}=N(Ns@0_2Te&V;@ zgAUz=H{wG|N>l3Nj~KT7Vu;*sWtFu1>xNprv{dE)ZhtQ{D}EK)D*t@~x6|hZ3Ee9$ z&Z==Xe=j}p>{atm?jatJSFQEmue6FQ@WxM%nZ-}k@^&rPo>eWWEpgkxICf2!?2TUs zt&Q@ypEJubUGw4pIZx4{{r+s8U@>Z24^2m!IL%t!FuQtmwU_(6hg*1%or*1uu7ax|QK< zQtGcovPUF&9ve!Qh&P{pQz3rY>_~}0O6M$<*Dm*;Zhjg3+g5~MZ0ZSr`6fllIX|Mp zr^sZupLuwA=WD6ewWf{>;w0GWtKGPs^S+Nh<^Iwn@aOrs=vqC4yZ6sIsju7Sb9iR` z?TtI**!7N2m?pjMQo72G((9(1?Hu&hm!C^un`+$lJ0<>_c!lygsgoV06At9JZP8>i z-u>-VmmGggTgjX1Llf7Ue#vHbyTCfr#>|~vi0x?0%f@!CCgsJCCe)lQ(|(y9ZdCt; z_u=O^Jv;Rtr^j;?$)*Rjd{+1MocnUw9oC!&{!IPO?pr?UE@fZir=YuUX3P0+YbB=F zsIPi4`Pf6Va|`4q&XLPnzg?z{SH#gZGT2K|de;A(1?sydSM&58-p6%qJ%4)Ce3RQ- z-#(jn)z0dSVe#X-8-MQw*qr|9Wogw|R}f{CP`}ti)`PWkszat1=l@TWJHwZKR{x(W zdgjeEZ{G)2I=2p7XPqHC<Ciddz#CvM^k@930+H=Un+U0>O6 zx8joE4e|9;U#W#LdoNtM^7d)1#4~dFjMENX{Bg`7yUaY+&uyK$!bgqV0B05B^D*yN zYhEzoxu&X8FYMA4I>m3Rnz&^Cj3YKL+<93GcYd4u=5){1;=Ph@a`%_9Eou3_)8c98 z@@ZQp{r`0{_#J1XPq&|qbdl$Rrh}iHmVFZ8p4+mg``@vRlf|PZ#o8R0*t(HB>$3m; zE2hN~I%^|XUlje@+z?-(cyCw2uM1k27HLkoQSg7tti_w=hxTaJ3;8u)Z?2l!t~UMW z8m|2XpE9*SMrL?Vdvedm*~mQqZ*tNJ#XYr09aJL1&v9Rjx8pf!Ht#RX{+Z2J{_LK- z``CIx@kqfIce6B~z9|*2pZ`#L`07-_u@|vz+JZbQCmyo@w^%#u*P4H)#I`@Ou60z| zvp690r1Zy?kiw*-uk~c zId_@3-n`EJxnt*ggZDRh+Zfa*{78LQ`N-b!SjXiXzn?_Cwq~0e6FxKIt+_gXrG;nM z$0VJ@hmyo(K3eFWOsUcL4G*#idz5pSjq&C)&gvb!>;GM^Ty^i;ntjb8?{?{Wm!6!j zC!*Z5;Zxsi){E6wSLfzTUy|XzQGZR!evTTh`WH8Oo)v#$VDD3#dnItz@&Bu)ov70~ z|87=A^(mGFZ=GH0Q=TNK+ME)6_VvQGt$hgxQx#0#%rjXsv-#E?{Y)>FDE0vy)!O&(9fu+&<)fxm|O__s%|(Bl*=q zg>rB1XY=2!pEj-X=v&uAY5`9eE^QOrp^|4Y;f~T7E%mZ%eDfq3Q7 zJc;@Bx}wYyQ#Q8US5Fjr{aT)^(!KjqW8F&i7wvE!#lU~vtpMw zXUEsuEcBQ@ilS8B`J*uZOo4-1rYgA}l{N(oSlFo^q^;W@` zzQq`Z+{=0=yP{Cgqy0+XtJop&uO>5 zeR*%?THo;P^GrR<_9{Dr8#a%PH*SCskr`i>5Tsq?k(PSU2<4!9KXrhdBPwx%w>Ro+{7Z;U*6 z{iJ!>#DarP>E8=Fly+Tm{u%LK^tH;__Vd=0itUx}Ondve#?$!CtpxigXO38X=imO- zZt9+|7SEqNIir4-^Zq2pTw&#f?gw8li(6_t5{ho zB_a|%?cu4S?$*ECFHJd8R^KhjvoX!z_QSuRn+e%(rYP`)xb0iF_=V=oP`+LrRKF*NlOfOw=3$a*X75~s@ipSVj6#XPLE~41(WQYJ*Heg50&5hv1{X^ zHD|e zi&rdZa?81X{@=~hL2bO*CXSQd9(#BFe4fg7z4N-4E*kWR#%y4(-_e{^URFvx8NFv zU-uYv*W8<5W_s}5)YW!ZX6ISN$HhmkWlVe#nC;lrD3G6<_&wv$2Bw&OYL)x-UrX_A z-~8`w<%dk=jgKo%=x*`!Nox+*y>W6ei`F;hTj%EqEQ|X$yMFTPJ71o&nEvzszOkIw zci(({*0>+Rp&yQY=(g`jD3Y7C;zZoPi6tBKno|GDIGK7Hwx^}#=>ECpx;=~aU#H|& z-uEIq|3|)lXS!fATMu`rYl}hX&zm#s{V!HVD9O*75}2G=AvVda_))ZDfU;KAY>#iU zshS%r9-r}?&=4=cfA&|s*_o*^PKy*h?SmSYHUE6)_v4`#+uowUyFZxHJih6AtY~gp zYFKyf_n#kkmg!CoxK@_CUpZ{`y?R><-w#W@>^zPObsRPNT)XOT-Z3pVj*Yc*_ zyTlf^C)QflwwFIt;q9yQc}_2u&RBIPWCfSI!{&oI%)8okC-Zm;shpRd7yj+z#O?-B z!EgW0ZmbeFcDD( zja~BJ6TVnX`jB+hA@|J2%=Z^sIc0n2{0zuA^iuC?M!|ubDSkUr)Fza&SS6f3+3%(M zT(Ui7mj2;6o=?O)cix_rap~a`F3mUY%5xts$`p9$7L$MW>Ez<{ONuQ%XS1zO$f#In zACMC(KfU>#@#{%OMZtIL-GdaS*-tJvy;9J5TkBJk%Ja&FRrA)FySsHgYEF3ed3mre z@7?3_2k#%^?5$rNargdXUIx~6uiDF}U)J!~kNpv>b*}#OmZF_IZ^v%qa;tV;B>dsD zWZTOKYYoqtb7m~HvXc9IQqQ|xOeOh7;Gf6SbIWU_e6CO3^!-}o^4nZl*$nk5^1P2G z#q+)~`X15U$1muwk|MUolaI_-xb%j#@cEwGhc4Zp z&|&pJN7h~C5zo=w3&n?OC;e?-#@@1hbG=$j!5ed-*=tOW@9;HgD^2$m|NB{cvE{Uj z+wcD^Fh0uEAg_P$z@CoqQ?k6j<+(0pUseBVQl^xAwt9yo`;BQq|6WE0O%F~!bTo3; zk4xTFlO8`2$u*SJ+&hKipem0Px50L;UG+x0SXAblY}g$rmr(QLr=3cZ`{oXlYB%5X z%Zz*L^}k%2)6?Q|jc<2|2s^LS8u0^bE#FIj5n7%tykOg|K*p_Z2|FDPPWyi0bmJ1c z^>9I{FSGKpMrF@?f7yfFC7PykU78s9!=dL~@w|rDR}1>pPir|Y*Wi`(<`CiC7g8xQ zl}{_Q(!VlCZR4$(zJ1B-uLV_QoR;5eb651-m-Z@=w0d4%#@XArSc1OFXsG>r6tm`F z)UL;!^XD}%)pUsqE@}1bUM#coGh5lij310DXXj|G&b^i?w=O+%g+a2pxJl2t9_6De z?;TWA3|wgOif6jWkI7FX&1>%-G(BG3xufymVW*52u1%?BwI^0SHi?*ccu{xizHjq7 zQs&p#FFCJzad%%z{beDA$hdcC$)8E#8s(YrmGO5u!3G27Q@(vqr4`CEgSr$`ee3l zb`fr>vvO;krncu#QRf5!HYZzdhZXfpQtw!LxXpg*#&;pDZkI!rj+wNx^~DvThuKY% zgx1gW-F;-`?^8>pmu+I)?0HwJc}t)!*SiB+U*nw4?wvTh|4HSfOU6PEJ+A!wI-!t_ z!+oMnnEcke@5+?2wmeeF4mU8hUl0{;_9mbxRx_kaN$=4AHR)Bm*QUB^e6FCT7M8;C1iQf9Ejq)hE4)4qdhSk;=JC8z+C8wDr@1h@Q1_kwsgU%>DPv zQd~iG!jv5CvS*oEVjN8o=WNTFB~CSoFXGV1QJkvRqB+H7s(922rd$GqVD!b{ zie;Z$_>P9kSdBd&xLhBG9uTb;J5<3O)T+0qUc0HuM$V+N!Fa-KZXJyd4el0~In5T+ zI=El(J@QBrP-s~mw?aclwIhhv&%^gn(S*#-6yB*97c@NOdG<8!>jh`80;LQ^-%|_4 zP8-hH6|qLyLSy;^8Plp4Q(xNF+(@5}j9ZNF6*&71!C=b8Y6$%o~vbUzbBar8wg8>DgKF7@V?k6Q^)uuM&0{ZeZAPGJm+bj?&-ct-&m^S zFe^UsZTZuHk9>arxeM;yvOcRlC*Jk0-@UldG-KiX19IVt8q&9nt>s^9v1MwlReroMovS)5YoT4u z;r%~iF2vbf-RhHl;r!!!sh^LVa*Bqn_! z-kW>EeNOo2>%{_YF$*2v{3@JuA@O*~(yw{PA2gQau?ruY)V4KyyJlfc^ury0H$?kL zb$?y!J^M-TqPx6b-gm5uxgC0lFUUW;JSMd2eYsQUr;ICU$HP)z3A#=#a=(_!X0-NM zllr_~RlA2CC4Ypi12**7wl0rsT2{K{Sa7|t_v~jInciMw|8j6+Pq6yQ%&r8_ISvkc zIs&#XPPAb^L}H#aJMM6+$BhBvEkK1=H*$< zA5UdmnEc9(Q(=eq%x5Q0Te+o{hu+_l#}oLH$?&n|%7c>bwF`vYH?}P)6M8H6it%>e zjmy&}*H5xp{!QR-RXg8pBeM*ptHstgr;cU zz2yGpZqO2m(Ab(Sr&hJRzx19h``wN&UsJE{pH;on?U``L>j};sPZaw8*dJ|MZbCk~RS}Ah!t(MrV)3L>z*=|QUA}R})t0s1;u5mv2O*1}lrC?tUkMESf zs(arm>n{(_`*p`W)*&XI%`q2+}hCN3E7JmCpNzgstNwGtZU8P z0#Wy4F+S6RZ&ujGOGTdLo!<9x^Ss$r7jGM#d;95_!lLI)=Gm*QXSpehomivheB&3)}8wA=XFV23P>F3_}&a!@{@!mFH z#~WE(H3u)Qy1Pm9@ZXhNg3{A$rq)c*Rmn4Dbv~|nuySIMhzR%Qr|>9`<){E6x@! zK2v$A>39LRts~Q|9mm$3)7+K4c+uh$8TAJy)~+tgxZHEkW|>1q=OqbN*Zhp|gc_a~ zea8d*iWP4hKO&vl$L7Q4`ywEwJ;dTq>lHt;`3`h=vVyWaE!&(D7KS-^0M&GV42QKesh ztT^^YW@|{fsowQP+Y(nE{UZ|+|GD^*P<3c|_LFsn&*nU-f37CWta~h2HoRr3k8o-K zu|VZj9pTfQ%vH+Q9kx(UG+n*<FIv| z`szLVf5&;)NPIn?*6L?l_SkwZyPGJ#%HBeeDX)3d()!bue@Q#e_NC^|{+c+x^XCd* z=k{MT`tqi6LA(C5zZdI2e7X1|Cq!(|@xEtIk47)xw*9tGisiJ6c%2b&#(UYU_qJXtN$4r(zhqRzx(gv!PET-`TviqB?mP1H0t#H^Zy!^ z9B^IoF!RD}wzW4;JW$?tI&P!$x7N9S3M$eY*5{n~mn8mX(;Pl^=CVq=l+A(lW#{%y zUp}Gj@7Z+`lNtB(GFR_DuAcwDgXc%~nRbqPfu{SyjOX%I9#m*n2vyJNe)hv`(c692 zH|zKCU*t1?6{haafA7AlQ62Zuc~0vtrts|a3ag9$;{N7!ieaj-ndEfs=<_^tWBbI6 z&611F?B`EYo&Dc7@&A;|p3VF_dF9vh-M6u<@TEw%4hbr)E5U*G>->lDAbIQ!%euNeQv-)FlvF>|8Rs_l0> zv@7@ISOuTh9yY10`L*skLEoIi)5~rqZ#zD3oc(0F%~!`eezQ*LF{8K2 zM$>vvM2gM+bL)AemD}E9-(DM5ADXAPvhL)+18qGV^>-Ki$-T4Vd*pwnHmleD>`z3y zFRqCB>9}`dqq$4g>25|tuB$vBzsq__t*yU!Dc;+*w>{u;ZjH*bbNK~Ri`;fUT6%to z-^X=}?>xNf#u`7dYq!@uEn!=$x}Og}yp&R%>}IBE74WC;{=KcDxwE^L-PSQ*S(ay% zZ9Xe%O|YrvFV+wrIoDIFSNEmMFSw;Og@5+1%pU>A{+qnJ+Hr6-TWuv+b~%By42-_QfvD?FbsxvjyV zX}i*1Drw8945^DAlWw{h`-tuBInXMqc|<%+_bngaj;+kK8cioAX9|WW&lfwG61b0J zT~~?bv584V{WA{)?n|AuBDZqpIxa=uX`2KJYEMT`;=laAUN+?4ubtVSHmo~3y>ib| zw;5OS>cft`x3O9;E+yv_zu_3a$G5i2H|OLCN>7!mzPdh7!*`D~-?Qh&ztYUU+02{M zbMWVaCGYF6TRkYvxRuWyl@TM&d-RN|)WNe{elHFP-aecuzdgFZNxJWmrOd64kb*TY z4otj#ICF08?2I`Xiwza)-Ia}EfAUFfwVidXaBHjE){8IL%#|Lum0x)A_M!=Yx2}P# z_BAbL=ik$2NnSsgwC(sMyPI1tl&sy6ctks`=k0=xw-;y1Zi-5@?dfR7;UFe&teYJx@GN97Yt*mzrj5D=(Dow4cFf;iB7m%nx^T~7J8TIwSUXM*=8-ed#>-AI3e=Q)$Ip% ztC?TeKF|2qjbg{&r>~}8-!tid|HFoDDIa(HOte#;`qDdj<)x)rJs$S)#yfAC?DX2a z`itQPKlwkezO=6RX6~!)V(b4aWY4cxTTF$X6v}_`J6DzYMu_p(AMv;l>8sNVvzbJu z&#GdIbvAc2buu)!Fn4k?F)?vAHE?rrc5*f}HFhyFHF36ZF|$*!A*5uwRW*}E{rTPc zhXW;!ef(~@YSkZ+wb6II?!LMernxj^vYV138*it}qe(lCWElv~j*Q6p%PlqghH8$A z*~A+vb9KeeeU7sGx$pf+%aekFKTVbRIvkFuuZc8rK6a9&b27_J6;GjN%d(ffmO*Yj zM{1YvHqlhq>nL8oo9j^<%e>MxDsmnL&d2Mu9<{c7wz66xCA9NOVb>X9`IU_>`Ck-V zUwP=NR4%Z#U)jDS*~)J+n@~dv_pa_qZkJqUd2(}33cKWX%ai@3isB{LU5YzpYqfZ8 zmTsw15Pu%EcS4fWYW`0}%dYbO{C7!;fhle+hk$-2FO&BFcv&Vs|1E8eucut&`0!<= zDc9rk78$(r+lJ hoe4bo&aeIn|FlH?{^=`fnB=*PEG@WHRbBnvxB$)GO$-14 delta 55146 zcmdn|gY)7~&I!uQrj`biFY;>C-;MC@zilS4@BR7@fllFT?)8gU<}@ww-MyQGi&=BS z%f@Lt#e^e;JS?T-f8Dk=kzbTjH97i1T+U6IbFY85%?aFbYwe+{>%-Sy3%B2Y_EM5mKq$7SV9vu&F>aIVfPfN+W$4@jrH^s zyTgN?&R(zla$Cyky28GGy^q^d4)e{BT^bRy>b=3aIS1D!O*t;$8MVkLXyTvB49^V* zV{S+Nc6~9i@4L^xebzk{OKOi#)&9+UQ|kD<7dI}{``O*UcTaPs``+){zCS)w%@y~( zCgj$K8xw3b))Z?0ue|%7J=N(4&x|y)WsOCaCj)1OYI)v0@n^-CUvC#~`*wE6geRYU z?rxY^$8&hcvReijin-q9OICOOd7eC@)%^Vf<4OCa*DyV5pS*W2Uv#_87iNdEFIF%d zm@Bm6V}tn?Q|>C}dS%m>AzFPb#&x>$qnoyGxjk2bZ`!*4y+NDqGwYqYt}D3m?<4n_ z?zie1rcTtK!>~AWh0Bi&&kKI5Sq!c)ubjOu|M%UC=Z*a@et9;xs6TkJ@~WwCe(NUA z4U3rUs8IM;X{G1mHi4}NA4RYKcW74LTaV`G8kH{R_ng9~W=<1UxO;bBy|_lKze-F? zal@^|w}DGS*bIyooN5$&+YuR<_WooeqoK^b`;$MOY)|>}=JS&SfBzm4`WP+7EB`x8 zS(cM=uKQQ{9cw=wO+R-0@dBCG@>dT@Mq9sJP*t|0B>A_AS;WRQZKsyTG_(DBE5I$e zsA#dMr+MeabsUG6{dyg|G3&*#wy*8=ca6SJD)_pBzj3caNyfrQ{#&hr|GB(aXQ}+I zjmfqo)8J4mQ>YAgfsf**x&zkspLL{XJ=U`FJGS$!{-TD0YK5Aa#%^pItgd!*_8zu$ z{Sng}`KE*8&+81;%jbP`*Glv5diZFoo%XG;^edIQHr#)kyuOyqdZoK4AUbw=%>p0k z+x0Tyf+p>@*H}*(yq(fKd!AwC1nDB1O?CEj+4<(bX8UG;UbWZ%EJsRd(f+BGTeu`I z-OH8T_E2Qu)*2OEgFfHwT&*Ts9F!*42LD{kbM)yJ6P*pu+gziKl5XjBKJYLO*wEJd zd9iuhjp#^$?$yq+_a`+~m|Sd}b@ycB%ZlwBNALcuFS%keSAMm)Maz?`Gmm|{8hJ#+ zZ=t8g0?!jmx7GjIvSQETDSlkhzZiw)RO!cd$u;fJ*yFx6mi;mDjH#Y^*oO^ z1TH$c${|$H&B>@Kj@623%Ij;Zi(hgVi9D0MGgm`<>Y@EHrvhS}j0Mv*R!!OE@1?Wl zh+NZ}FL7?`W+>GwhH@T1?IKxKl%WwgY5HmfC)cSSD^EN;mr|Ry*u_%i-mTwPH=4We z%<$4(>91G8C89QU?d#>-9!EEBFJuvN)aK=inRv!ziGtYevbw^h_O6vmcB{Ya=S};w zpV9cApFy*U?_Tjbfu~2`XqPk1owB0q^m`Yp{~JBj&nxXMZ{q4tt)KYEA!M@ZD(>~M zC);FIZ=6(k>eXYlB~`mOMXZP|><6U)ent(J{_uu^lYh0fnUY>oR*-Z!zfpK)Z%t33XrStSe0Sf}vH zb)34xzP}~n&BO^auge~Cc+U67#>C@KQqoR_kC{I#n8P;m7^H;AzKJY(_lvzeByb&L zeb$Py^LC4r)))6)E^26%%#FE_deB*S|C+O#J4+m_4#-U0ep!3k(KQPWmGQh6?zjG% zl(T>Peb#xso;)6AU#@*oTVX%{f7ue{GgB7n6|9iWk-f2Q`^@}n;s2Suwyvv~yns!U z(HLBnOpWj@zHKJ3_jmYe^}c-cY}MSe+kW57+8VRu!;Z*U zU9;CWx6QD1-~Q28Z0`9bDqbN^eEwy437y|uDwO*1{q6bn`a;|9=Ipz(g`a05@;%_-NX}g9BcV=%jkZUymoU?O>=eo7*)|2+P z%_}>je%|!!>XF80Q70_C7yZ0$(LDDQTlj<+W8;+L zyM@2;p1*Bg@Zjw4&}-+jcI`N|?%;BkqFr0;{$94SDv$TM6ua$vS+juH`OhXdUGz$p zDKwze*=B39E}n~z+sP`uJE418&^x0d zffwdg%-asMrT-3M{3lu7?d7HNU2)^{YayGs4vDvkERcA1bzQnX+ik_9l-=hYoy4pf zZtpFQ%ATG1zPU}&qoc)n#!EY5d(=Nx%S4}J#0eRm# zHysYt=9%05s!!1MYRD<6r{$V6PN~l5(EGhhWA?mSiBnyLVH@`!e(==k<@@jp#nz7# zH<{VEA3a^FGW(NE{93`q{rvtfB-*aJuT(MeTfdmumDy!&Z!Jr&gw;C*-pS$DU#xk^ zmFZS*Cg{?{uu&p=((D)WZdWp$D;AE564?}RY{ykz33kydx7a`DFdlS{b})$cX4;_p zCPCV%zAf5usao#J!|WGd?7H}k*0`L ziJlLC>3dF6{IO!nB7al4sd?)+DzWHUt}6JMbNIgXih5m^=ZemEq7SPoPk5;Kc?ZYc zVx8}IHXoJz;nG^SYSyy@M+(+${@J?lYeZLntydL?#!4Yp-MPN*Ng^kfo$ocU^$2ub zlB)9kq4%`hWt`6$AHM5T{c}N}ruvQSZ`DY3e*S*0y5R7r?dM7*_%x6ItXVL}Yf*K< z=cn!8gwhwd8dTk=XZU$Gafv};dGJQTnG7!lF3e?ZXj^q{pZ)?{H`AtP4eXO;4s__; zO<(k|y4S+t;6MR6Y~lL*v>?)U%%Nc+&W4mpdzcwdY5tEmNgq6pKvt{nb;+CFWt}c=)a5P*H9y@E-EnZP_FkLjFKC2)pG2g)6VbjDbocol7c& ziK^RQxO=^Jzkj^`FFR|@zEur9v&B3T3qpdgKQ(u(RQIek5zSY(jr>qOrS8$bPSdix zwzXN-+Z(-aS0uCeBzo4RPhWfcY0(kZ+OoShyVt)wsIKqR743C{vGK>`Kl6nj2+B^} z=ep{D^xU@)_mB|ST((Bi}8uKX9X&Md}q1Rp_07t(~jAH{@Zl^Qg+a*+W9*7 zeWuz4$EW$bD*|>!JpL<{)b!ac{BQMpuW3Bq3&r;_<(nwFFPUBX;k?4XeYfNOa7)kW z`Mh~KuO&N^ktw($s}1)peqTVQ0YxV3$*Ek|^M>ZT`K zmn6=J->>`n@V0`Wsa(@GM6Hi6-=FvBVxdUC+`4z=;q^6s;)_*g-dp-IXNz@@Socqp z#^X;PrS0-@-(BxH231_MH;itT&md9@$c^6Qqk!8;>9OxW|}O2 zn7AuO@65;a&WOHOcVuoRPZL#Lb-yK2cv|4pRUT;?V?E@D)-J5UEck0X*Kf<52k|p8xhU*9a<_6RX6`Xw&R{n;2i5C!T z;?d;leQj|ew~VJrNPZf_>+s&=K^OOwuUA86FAcu-8>H^Zg0 zt$XYHpS`U3y8K^Rs+p?TrA3cZPtH8>;rqtyDVrZJY5VZ?XN**jp!%ZU;#E_1_`2$%TMKvmPb+UZptr8NDIrl;c9DyFtk(2Bk~os!utj>!|5)Xa*Q~&1Kqh|d7nU{6sT(DlgX6M%4V;J+u$}8{qIuF(Fs*1K*%f6Jx9Xq4mA$le5CSw!7)QNtJ zd8tq4O3ePgEAZ}Prh3-^NqbI_qE)ijHJ+Q-&am2{cVE^eG9g|;)bvQ!w^_Dz8}2)9 z+_H*AXiYc!wJZC=i=Hp}ew>Z{=Zw<#fkHD?vJ?Dl{GwCtxj*1Hx%zzXghlubYW zw&ksrQ}5;5`AB$|>RjVau5{6}@lj4R6SLwEE9} z8!##Ba&_!gGgbN1tF}#AaWz^zWrC#Y`Hib@T4{H%NPge>BvUj-miy(T2M-=MEIE?; zG-p@B?GwCZT=EKxk*&XN%p(pNwKE?P3SKBRRYIcJM)UnSxpa@t1M~KCduW`H6H(7u zF4e-X)x-bctR{!uVP9wYg4V>!OZBTxE^N@f|2lpGyUS%64e5prEM z%MIke#7wwvvEllwWq$2l#s?hQ3a`(Qa@6gZx>tDOHs|_#HnqGQFTy9SpBQ#y{|7g3 zzJNZy7Hw}UQ~u3;-`;aQD!Nd|b-wkq7yHK`m$sCR?>7Z=JDv@B{J6Tuq06&ivcAfc z`c#1zd53c&ITs~z?@d+sd%?EzUdgNn2c%z^=B)U>-IL+pE~nycYYIZs)IFTRXkG<>6Xt4#yw3>XzU0?0y~0c;|os(^lgfDf*|iKP;cW?e3#O-H%r_ zCOzH9aN&6uv+1FmFRJ(|Usc7QR!(Zv-SH{xce*8;6OlR#=`Ph@xL57rslaU z?3hv;T&D73)v7RV#jkfBbPFDHyyPRjFa7Y3rHfL0tnVftm_DZ?j=Q+1>TP7EdhWtK z8@&U1P6t#fN}B!=37M{U_*;7VtSf8(yqYh4b_cV)@8x&?mp@#0HC|Y#A?kg3v){=y zp?Ci@O6R}6d-ea90~%$U-J}?mnM@&FfwvKN^KY98)Sr)E_|}t2t9O&C^~(+IX*V|U za2u$+vr^Dyi&~btPDpjal*=hM{_k5{am9VnF5gSr-yIZlo%sFi?)wufcDnD`y!i6f zi{GB~WcTe{J&;p~+`T3cSp`n+ef0YMcP?)py zNWbTY`n<2N1s$s#bYz9NpLcIrD#mp6snNzK=T7fRP!*n)702oQLR`z-an3LE5VnsS z&o>#U9@)QY+pgJ+Zqxo5%{r=JazQ`h5k%`eowYt;LA z&%#MuXJ=F;s=u4D=FplVpBGV?p2myYqa9g`ZW^3TImsG6i+$sK$(Ox5HdmH7T~LWs z-Q?z_X0%wrNOv`__9BHj%}lFhH&1Rdog|jGCi<<`Pr0uSraLyTxxD3N?~3vli;pH{ z?0^03@ve!JuWgMt_B5?8epPDZH07j%;=gXqqt{HT^IcMsgfGQ39ISYD=1`Wkmc-OW zlk>GRPc}uq>JPnbaJ2a2f#PH5GZqCaS6iQCi52I`J=o)Fe}(n@j^b%&%3_>lwoIEN zP<8m8kdg2n{?oSZwFghfv}doHqq3G!X8pP6t5&}D+O@*!_g~Yx^F|yFmh~Oq8KXpJ|E_pCXzF$>Hg70-Nvs)L^d`kp1WVr z+cbavt>^urk>&+_Z*GSkQ@mohDEp-AvDfE1u9lrrm&lOud!qC;-o~QryZ_u>p|hr* zX!PWmF^TE)3AIBV0{t#4e>P7%v$xuKdcB&b-s9h#Y@1SgZhowq5@_F^ARS>^As+JF z$2Rr`q@ItEWiKSKkZuvTgLYym9~Yyv#PV<9=+S`<# z`oB@;myLgxb)8f<`(-f4Hue4t$yvn{=lRT8_rLd-$znS<1B%j4T zZ~imYcR!oZx&NAh+WGCT{$8?(@9B1Kzt$G&5#2J!`0hg1-+Ojgxf=-UEZFrgGhV33 z>CFpW&yzZqhrNCsf4Z7mr%b(NPh-E~KC@Zkf6hJVJgoZ9z~w?{be;3!%NrQPbv15F zo3L`IxwGD9Io=R)P4>{shMA0BwkwJY+>ICB=~^?%$F{yfr0XSHVWOw~he`J>V-}Qe z%K9XGpkv-umH>tqX6qReJ8jlz>lGA+D!*|`l2qWFXQ}XZS6|E}UIpR13umvXe%a94 zn7MUL)-3jw_b1heE%WGKTw=C;QT|cmbG(jbA7|{Iy|bo6{Eea3LI1~73h%nj;aubX zoMXw)^N-Dsd7Ai()jyteTYdF(eZ?7DgkS$&e(LDaZHM;GpM3gH{xTlplz&TJeP8Lj z`rV6&nTkP-G50r~71v;2%XO_G&LZ`5{c@wjA$7kq`VKbLE@&;;vES%q%6ap5EzC3W zeZrqrY2V~H>m8HF#Mslc^Ih8UZf2vN(|5LLm`*))=!4^?=v^m_W#7&_UGFs|mg~lB z77pDL3wE}obnf(-G0l+urgdg)@$Kbj4=vq&e~n)7-bF9dC1Rb`Tma|SNw-oq(jb-J{T z>+F$kreCER%@Zsxe&N@1n!`GEXGm7y`@B0m!VZ%SZwjuveNX?jUaH$)qcGtQpBCIL zQ#1Om>%&#LAal*NF3;DW7Md?x$2}`Exxd-%WNo{b}po-H{B)zv#S|KmC1Ldh_?j`-g8xvNztI zZTq!GzobCoi&OoJ0|wqz{b4EnvDtgoG&L*Tu0843QZ2jBJE3*s-`{T@OB&UG`{r&S zmm~fD@xtdn?rpf<9(?G+^=I;L3^wej(A#>JTP?Hb!kc~TYsC}QzZ^@*d(qRh@nhM{ z`Pts`p68OX#6n(8T+%l$MmX{D#H|ay8pVe!iM#uuW!bTX>Uw9?CVI~jJef4<)m(iM zg_Du{Dpp^g&l=AWHSJ1`*C$^UTNx|HAJ^;4ZPR<)Zk_K|^$eb+pOGn3H1W0dtI`hR zJAI!6Zwu|;Ftu_I^Wnv*PAZS|({?v*-PGRrv_SS=!A* z&pmDL)0Hmisibcck7zPrZMnB|yWuf0(KpggdZKK+C%;x4zdW^6+PL ztm2z`t$!qLIk2wzxYl!i_D-LQg?#V3o^?hXKfiRNjbdf^4D$(+Q!_X|8kL@TyR9eV zUhRh3l#R25Kg=~0%=Iwcz3Tk5B}+b;7Rl`UTF)ryHm`Y4ec+4vhq|@@EjeSGs*-<% zv*I4_{nJx+J%|kSy!AiCW7<`Py7soM3_JfPf7{U@#MhKi!R2*%>L$0Mbw?7DzwB{y ze(7}RXr=b*Xe;NS0I9=TvyMARJe|U6GwapIxmA-UE<0ml#xwET(SN^wx%umD4bNnK z^YmwS)Zh7^eV1w+I^lZ1zIBP`mD|5xrbtP~Z7)i>4Zsiq>7LTJN@h z;ze(P*je66XSlbAvfW&qvh%gvyLpjO-<=jD|I+Yu=>8Eb|K^*r;_X{$o7#mgW=#)M z>i7~-FD&YMYK7;i-7_5bIZ2nkX;U;jxVS#bXk-4i&r(s}YxE;$SEVUMdqqykXK!xV ztoCxjo9cTKydHrGFJ=Y2_`N)3Uf`0V;?fKC*UIDcB6q$C`t9MhW0G3%vQ%FY=hpax z8ZJ>+k1X&!o%NpmE1QLjvqs6o3$;tlC9cN)@nGF!&{m)PagzCJaY5~C@rEAU3ldj< z?hJbu&)Xgxr!nuHb{(Uw>zS@8?*xtRu5Eegr+UWhkFjmllyalFSGi8Uexp$y^vaaY z|NET1Q@q9GpMO{$@ovhLvs;>{ODrr1IP`zH;58%G_>5R54T;LCTNh8oo;&xCZJS^9 z+~xq+?E$Wgd;!dc#>UeVr!tDM7#W&dOfHnts4q(mne%#*-n0kr?y;1YbH01G?yiGy z#*)JC3)I*rKg=+Q~dnj%<8%?QSm>6zg~%6ow@SL)(F*x zzG(`P?j73N>eB534x(=oUb0;+DG4YQ2}uiOWIWgqZmZ9wyLJlqi9@1qI3{i@VC7`| z;^5F=a)PV=z){u*A|fI#3t2rZttxjmtEP>N#^p=l_*IPnkA+`Q?8)TSX*? zneoEjx*g4LWar8_2wcA|^8dAit^mh_EN-TV=C_Uvnx>`9tf7_+&2v`qIq zeC4jr+k;^YsT)K&m{<*&*2u;(eEToJ5Y{K4@MHb81v%??)~hUF;AXhOnZjDf%Ul`N zIOm_yMus^KdVC2QU%pB+v@zwx=qRjPZ(LBy(x4djE$_g7hCQ#=%Km42^5oHvR}VjA zRr@Y`$5GlEwXQ{`Z&XK|kUMt4tK_I|bEBF6u`hk3c$Zu}8ud8~@@Dm4*|$HoU$0MO*zM%_?OKk;oS5~dYh&WGZ#O7vys3ZN z#dPGB;DM7L`E4(peQBTjPGS0f_9GvzpEKCkw1L6O>CIjShY6-!yH_oKo$XoAaQJ^; z>b83MlmFSe{_C>*kACs@zw-BZ%U}8ZKmLEW{hyr`XwyM|EtR$WPP*};_Nu9tt*ow^FN?z z;id$CfdJVzS*hF`wr!}Nd;NZuEQi38qADk2YQhRS5ZEf7zXUq6fFuE!9nSW_wj&HD&{@Xb2<9_FN zcllH+?`8S+#dhU_%}hr2S;zJ{y(!)0SNCjhLfK`bFFp11t1jB@e>T-zkmsjG$@gvQ zCMLe#^Y2aaFD=@w@OM`#&yq5Io+FEQ79RSr-7CA}@cTnqO$S%%TmAE#UQ$u*Y;Ry? zV{)VT-?IGaQ!LH-W`^Bpx?ulwhStrir|&#nb@A2Hv(47~g?rAem_2#nqb`wXrVTrl zgOBb?o2#kN{a3rV*RKBdH>cRQXO}j6b>(gF+_L1b@5(K0(RUxdNw-XIxz^aoS~TO> z51&{N#=;FOT-xG$k%|(Fp(aq*MN@ z*waV8Gxhj><-9z<`j<-D%$?skzdT*_o+He|DCUF6L50iJKg%z0EPHzUs!;u3FTo|n zrzB=BJEv;C$n#f2|I3|Dr+zlAzQ?oQ+)bzb^25)C_qyUa)m4o8ULC)d6UimmH|5SA z?W$WRgp=0(E!&aR{-)K*f;BGo$mtumJ+AKGv@$LBzp~e_bj_9-xqsxQF|UnzxoeeqH0quYs-Zyn8w(PpaRrO!kfF6SY}iTXO<*Pfgu&=I8A< zZj)zm3ssg~Ir)!$n_l8av-o`sg|}8O%ew7gen;QY!}jLHTg!7&ei;WFv2dPww0YJe zyM)TT`pdy7m%sif`JG>%=JRB46#FaZmd9_O<)t)UQaNOp6S|8l?b)%-=d3iZ=ga5) za=Lbdg-bB@aq)uVbFXEb_&Z@9=fYMFw=cY ziWi2gewME*z0qcdEz8$Wzd83mEU!pXd!kp*ySXFXMBU$3_xU%EEy|*`=R@8X?e=m~ zzIRP|<DfqFsnY^uXDzWWrYX+du}cbouhTT*k!H2Yu6aQKW~37`+ZsP+}Gnp zr$vpv-aUVIZt1+DV1u_8wVbY)ndzSSp;No9_w7dx1NMA|bcvl84#>y+eXXRG<+nWS zaZZ?vcBAqB#s36Y6Y3kZGR^Kus=Q0uy;n#7NYUOIiB zwooWWit5`Hlg@LA+vCgG>#~Y(f>o}k zIhP%jyOgZBTc7crjc26H$&9SsM>`wqL!2azf6=#@(d_s8Ek|L~ql~hvJ8y~}QTkD5 zGSRU=db0fHO>fQKdHnDBQu8IOHhK4~m!jeyrpaYmnB|^h?GyN$aC^DkG|8gBC#MQ! zoLM(DYfs zGp71$`eCP%J)h^cp0#9C+xOwt(|I%44$bl@m~n5R!J*fOc${R`>`RZ?aU`|p)M)`d z-dFv9q*`^>S1djC$oYfNHxo_wTk67Jrk7mvV0t%^Ws>dTz^J;-ae6DyWwg2)|D0^r zaC`%2h~)3rUpqP;R8=32aZX5Exh*O;(lC1BU-s+G5%ulatXHF3g&HRKe2ZLC)+S-) zRA#+y=Rs%NgL9=je+pMl*zuw>-)3=6noF2pLV4%X(07v$R!c1C@(q)FI6wHMcBhN4 z@S`G`Uum0k7nR-pxi&>tr#t!46XiENPj((r@b>;+c(ApvA>w^vcjn4<=Z+~l2g=Ks z)v2?FI2zl_s7uz%EE4#l3yc_ly|dTUcDl zI<@2G&2324ZF=9NWHtB)Ep?~-A9xLe=MV$uq)U5Cy8u5;;bnKQwB*N1sA^PJVsGR?1k z(BY(iG0^<`y4WSFN_-vf_lo~FxmIt@FeTB0*;|+CiS?`Vo7V&iz2qpg2;QGr8x+jf z$GO98`pIm`qi?U&?9`e2eb1BVQ}W_#SSDVX_%mU;^JMMyxxrUDyDr6fb(i0IzQ{PY z{=-Mn8Cy5z9OTODIHPR2`q-~SPSZNXyZ4{8xp0N$lhxh5%v=u7ENTvJ_qAXAQL5|w zoBG%ptPh+foiW&x|7`Q^*K6uIuHT>G_jgNrq|)`wXP09B9M}_ic z?cHC$wU2`5&imAPsa{d=C3}tj1M}l1$3pBTCtozVKV`YDz=TcJQ`67Zes75v2--2_ zlUg|2Ev04{TS9deXS^?zf4jXZP)U628j!-MOwy5|1ZjKRjjE8Pij5u+Wbqxx@CKB5Z43!1jRxR zKl!$aZS$qB|GHbSRDQqzl^L&Dyfe%4_WV8mEwd!2?eUia;S=j)3&RyPU*x7qF8iH! zx+{cLZ-c>SVWY3}{hVf>>C0Hh8}mfWeMZTWW6nE^UU)S9ZnQ}XIU?A}?k{m&Lse6K zYQ0PQ--PNiiCK&O@BXqt$fPd7$lCO(|C3z^}oJ`J=k!tq`&o9$XBz&KhAs) zCjldN@WZ(SOTxFoR zH}%?imnhS-AGQ}xz1Zu1ZLY6+&y>SK{O^tlMz|QKFUnk%-#qv7CE5G7Yx329G*5E! za>+^AcHnnkqq28ueO!dP>%WvJwJ$+aToP>i1DC7`uX%0~?y+LNt#`Un)2xnq3z_=a zAN*IQ6cimi?{>*4fIa9JlX64+2UU^pk2cH{(Z3iq#k!NTdiC+(-R^I%{m)!^_}2^` zzg!l^`Q1xBEzIu3NzO{fazRBx_+el+9npFQ2nIhJ0oe^swG?UStEMP0u; z6O7eZ`dTLH*m-|V`oi4VG}}=}x;KhBn)_Vg-NpZ;I3(oyQ z5rIYL=QTdDJn(n$JJ}g_&2}VdvVQ^Pfhn-SGQXh z8I+cubz{%I`Sj0>Hsw2e)Wo+>saMl^G-J;8&w^dO7rA~5Z+o)kd!6Dc*O^;2R>eto z`u}4McWZ22z1ub_Ywx*6dz-eo*6t#f0+YS{Gw)4#63zE$vfA;iXRiBqp4zIhe`om4 z37>ym3CMTUe}6dNP1ff@_xm8rTvB!6%@GRIIyZgYk+nj$KT()l)Iwz=I zudQ5o`TXvU(t+zMUpY$I7hK=><&wsI?W>L_!``V)bF8y_&}G)PSF>TJMc1L_qDLjm zMedlMklwJsRMLFs<{iZ)Eh+6fe!thoy!Cr&rP+Rw@8Ru~OmAs>)~yzklY5`~Xji7x z&ziU3--*Xo`%AtCJH-0CZ|p3eYv$yjo?km_`mK8Nsx$i6*4gOo%1eq+S-f<`Q|6H<#R+du^AM^KTo^ zxtsS&F3Y|0p1t0}Uj2R8q}nNy_=+qti#CM6Qs+G2Ubf+MM{a-63?<8pnL6`3Dv!_b zw<~X}`NrVYxZB-c__$|9i|MNCVoO%${qz0}mwr3-&yW$NS9eOCoYHwY zZ=;9t&i_%*i^3V^x|+It==NKtbdkO64qxaG{k=Ztwg?tmE45s+ocKNU!(6w00g1PL z^&c{>k;<;K`Ixxzi@t*uV?j)Pa-G?~l_;xqqrJ zy|H0mEjMF{*0i{Lb9_GJhh1#={)NBoweQKI`-cMOooI2jzUQ~}_mb`pJA5|%(b0)* z7vJh!&T({J%NLbw(>n!kZ#*=2`oCxW)k{f=sXUhVf4Zvp2fBaU#Fc#e>rzFn1^rz$ zDW{jDvPC(3jm!RAsq|U*lKRP$4eOLmn?gdXGwWl{J$v!v-PHq5Q_@8lE-dv~cO$`C z{=>nOmr8df^1E%6m~d!Urue)yDm7^g&tkqC-}Ux;;$5}7@q{Yh-vw?~Q>)(2EjuoG zYQ_HhNhw>Sjk;GRzint+9X?-4YW6}o4Yx(9FIo>c9I5Dhw&pJ%>y7AJ)4m$LkNc+P zGtZ0vmbJIYpZeNApV#&{p5~Y2?B8Y0&2nMcjDH3P|CA_rx@bL{V#JjAqq?@gDE8F) zwJc9d72opjztp3x86R<1@@`i3eqHTlo9a%72mey&Y@Fm*_dBjk%I#y;NxLcO_w&v! zJu2DSu~=8}_Q@IgC6E0LETn@s70z4oEPR@2s0Cl{|ALu2FR&-n&-HljQ&`2bM*SHp9wqNd@#R%se4AH*k5@*yREh}f2*!b>o=Zz@^|amDRR?;`j_rw{Kc28 zdE(`+;y-pOK1=K$oao7x_wUs?QQB^SCU%_>LWPMJQ6}MX5Oz-(3Pp_#9H?KeSw$7zoZFk`Nw0Rr0 zt#Wv$;1KexZuO4MazdMS-DtU|boA_Wr+w98@^g1j^;;5kBvQ^qp=Q$ee@s%_Kh`fc z+@a8Fy5s-%%O>l2LfhlMGJlp`WqQ+LeoMej4v(p;%il!b&b+%b&?sH-ig925S!aou zO9pM9Z$Do4bmQ-9U$n0#ywl7HY1yID9OgUY=97-USu&m#hmATn-Tw5xx~*i_>XI+K zW<@6}gzvNR^)5bFF7dGO$?9Eh>@quE@6x`cT`%`?SCM?SWAjcA+3$Aoi6T`x-#Zt& z1#R7+`tybN!oJnQ@*S^De=XhekzehYrT?MKwYHazs=Z{s`*gNNgnYb?SnvUrP3~P@ za}Np}d;6uhc5B(fp6OFevhu8ceMwSYa5IeO@A=mympy`B-}<*k@Y>_FlwA1~MYl~` zIg+wXHg7prKkM`#8#1H&sEySno-Y%3Zn?MLFr?vr;QN}00KdA6 zt$$wBOjkZ9P@~m;L$NAvPm_RAzIOjsys z`TLt(8QU4LIp4QzuFf>PKKZq8KmR|agXMpeE@Odc%JxS6-gA5( z)5cfbR~~XLI%Cr$E8o6-N3F&DJumBHyQGdz3f;I{b=T1iTO$JtzdFPUPCmKL74znz@mPIm)}jLsi#h_QoqFQa&-Q^;74(1zhzWzy?3)MGGf_l zw+|B@ua{oZ*gpG5=4JC*(Vif$GhYstIZv6s^@z&s@7J?uD3xj0+kfhtExUB3mi&?x zxewzfR4e2!YVnn}77*dzaicElL5`2f(l5oemU&mF&CNOf<3Vs{xU!VHXS?JNhI-Cb zFN(H#E^W4JlRClPzyGYmo+ix&Yh1aCP2&!Q$uJzsJn5mMk}I))?iB8F7q{L2`wkpP zlaq13t-IGK!t=x$Zr?UO`%4d>PSPrgl4#-=?ywS0XKzo@JW#%$npY?0mB%N2q#ohYzK;vw^lyOSc4?TXPsnedll{&Qggjzw?k%aq2 zHBl*g%AN1{@7>?a9C|$WSj_F##3wy#D=sfSTWWczeyfS&f8D<}egBWVRn&ju&_peN zjRV%F5+>J|DmIm@*E^f9y!}P($2gN~TO=drFWY^WuPN^JhqgG6e^>7?$jw;3h2y$L z)yJLQ+)2E&mFw6+m;+?ss6{KT?(bR9|5ru%Oy}Nt2N&;| zFl*UW&%#-{sdKKUl}*-~eSgA#=lrZMud8mZTzS58XTtQS>ntSGxA#kJ+U*cRakL7Omk>=gLku}EmDmCx)SpPReqrJs}De(aL#oQ#U&o|UEN{!dzE9GeoZ-v7nZ zCG7s2UkT^xHD77kgf8c~v~Ss+OX<~bjoO|jS6otXO-XCi{rG&tal!2qx$f)^exP8j zB5duE!g)*aL0+O`tj(h09UE>fPcukO;@Qd{f5vF;*W1FT^Xg7N2|TD0ZyqlE%%P~O z=EGkG@xEgj4<1ip(eperrRw6E)$Iq^voD>0ed~GUVU?a7CW;z!izl&V@6D++x2Msl3{y{^#Z9?tgr9Lqna59dboNrkr3uC=fNP%vx>+ zw^C^LnE>1WKQ?c8^L*P*c|LZB4KZz3Rg{l+2m1XISsEc>`FG=4hv=Ix&oZ46-0HnF zRIbU_GRb`ic zI{(eA^Osn#o-J3!zSDQkh-(DDe$t##R|#9Ad4!AP43|E2ulOo_ z*y7$%2R^AZx#-&quCZ=7@Gkt$<1*Koy$LfHP7b_xYlo5YJ5H@k&qn@Vv%g>Ft8cBT zm{9nX+2+RP3mmIwytq)!^!{)Efj>eeXZB1~3a}TFe%mM3YnD;=H+IQ4s*`h@TkUl^OU^(uerZ>!}#n-l$eZ?#>Wk;c}G49BPXHJ83vS{%Q))^($& zx!58J{rau)%G|7r_wF#dO--)XwP(&f zdGKyRr{pmKtNjZmcP))GUwK|xP9*PvUF!-v^Ye{YJ~y0=7dHF;fm8kcx7uqWPBnfn z9zXAXYNlIv4@`p|Ml(r&hxzSV)%}!NsJk%(e^VjdqOY6g; z%~n78!$thLzG<=eKUyj<*(S#7p7Xt%s!z|cHGjTecX)f(ixA=W59U}+&RJD2=~=qP zzb>k0uYK->mYp|MF8zD<+j8Qihwg0ebmX5+D!lwc5_1wL#x z_F|dcu=sjMvwl`uNUzGIm>B+p5B+-``R>;L`zm?z{T;`yWm4=lv)&f$u9|-IiF5h7 zXwe@ffgvB)R9`e*ZL&D!$bz)fX-WP?Pt^N1EOU#z^59>@loOjO(<-mM+P>jrZ;ay> z9lgKRovV91rY<_7Aa`ct)qmx^b(;cb-Ex+Gws=?7IWfg0m3!mP_|Ayy^J$lG_g=PZ0@}YTkc|xtM3w?F2c4>m|G&-JYF$$vx%!@(Tv} zn?o*(_OPN=sDRj3_usJ`f)-zoFuQ8wBR%qx5o zdBrA_Y`eWtsEw=N;}(n9(Hg5ud~eOZ&j?GqdE)oN3A!pj4>!kW7*}qY5%gpI%g^`T z+GrN=%4SV;Fv-f`yk2@J!Q0FJ&Zpfny(JZs_%7;AO%Z#+Ui=%=7`n_i z%%3MR!2671-G}$=mThMBHRsj09eeX7=Y-tKQ=03IbJx_@*C-@)oG%DV4HUT4cgQMk>^a}<{}ymMTk%Q7LxBh4CJmaQ|LSEnSM1(- z-iPCd>H5T9ZhZ>NrmJ5(+;KB?D+^nu*Tq@Us}r`KRubL)XI-q*0Xz0d&YK=?b32q< z?fd9;PK>}6m#0UhyOu{!Upq^6$Nno~VYBi!-a8b1zTtY{pskIeSVC6<-7PN2WpnqZrtBiJ;_U!{@0iXJbX+!dsn2FIe$`o zyLJEbX#qvYH?503{eb;aQd6pJ<<3+3mZ#j!?DEA@LrUveGN0$g~`QylqI-1*z0~W@M9(-6n z?^DgsGmB%geop$kZdQHk+@zXWe)i_gJMOrPX6ERdtE?0}ra3EEbo$|hEmxNIUXh!g zrd&4d!d-@`g+$*a9P=E`uF(_me2Az z;xDcqm*BFLzg+PB2yg3~U)>3Ie%keK8Qg@IMMm9QC$#ghQ>HYl?Qv)4dL!>Op+_hF znx^EF@a2&B`I#J#UMDU!SjIjhQNDHU{rWlITK@m4tW2}F^uBwn>-egB-*4-_;!Jww z6S~8LYhvnIhb14%XFD0x7(ZKUy=BWnD~Zz6*7tTUP4^dw|60QQFhWGK&zSY|J57hF zb(xIZ&z~!wUi^9ryZz@6g??{RP5yh=pPzNavh(Zf_$eORhf1?~uLR^QEW4He{e1it z+02>u56&?OeK2=pMp(4B)Kj?tK9wz(B`h`sny5NFu&!nit+;cw`zJqh5$~CRI)?nW zoX)04ImJKve|=MJdHYSM#!J_Ul`#{s4qlX83K zAK{nF%EdS=+ zsj1twZh=#Z@6=0P_4o5zA9m~B-0H100$G7=t^_+_$3qRY&Xf3%syN;)c<29>yy61=3 zZ3h;Av6Gj~zqVaoK<&wbo|m_+`X=*D3ixj?(mwC+Ws%Nz*Onj8u~a-?e727_>fXaT>?-;kf)eRtWR{9Bh6i(i`_ko&=S z-_ht+YgvUh?eL!ea~_XrRmsz)j*-zt2duDuxc%L|Gm#wD;Be)9~ZlR^gplZTJb2kaNnTpC*Cjr87=TS6J{je$)K2`eq)6f zW9`o0M>79?-eaHTa$;G3N?_QNe$NxSQ4jQw=|!yg|6qFLbLUH!aw}{9&trUbUPI>L zyzlOJm(94;x79g6e-hX6^z%(uZ>zGYw7z}1GWzumr~1iPx*fdk8`dA3kQl?cY~y`d zhE(Ict)>D`ocT_)HJv|qc;=zo&8zfOBvco@{%Boy4aW-4#i5((deb;VfP0{Vk zah-MjiDuhh=dC+#WaO>*e7|-ZSM;h!D|(+c#&>nkQi$M6QZ0OPS#H{koeNc$MBkT- zi<_G^^}mME_H&|JTJ|5ibJF#qrMKmtS(-#}+w`DOntqR(G zD&(HvM)xaUf1g=D+wluy-A~O+ubz}Yi**e=$@g2y+TG%n#rK%yU+db8VsscUeVFVQ zbbXD9n4bTgYMxlLZ)tZ|7=Ow?{QSjbGsVS^tji57*jcp~U+1TjB+dA*$XxweseQXHMP2vg=~s(JiI_r!Sf*aGQ6|HRl_WMT|V!Y)3><@3s%dK1BsLvnY^7-8n zr?L|Z>Ywsiw%vbc@wj!d7^j-fta<;e7oGd%tIyo^r<_^mUq{QyCV!_R-trrq9@Kl} zh6g#7Ol3*<;df?hL9o>I>GwET7e_3z31l+*vY%;VXnjHD|2f)CWv-Lwf7?3w%|oBZ z5B5GWahv_A$1t%$TjcRA6~=u#UpzPe>^ob|?(>8GMJgWf#<_TS`^LGDJuWAR(q4nDQlGpI9< z2+RA;*RbWVJWGv~Ut4OxJGsNzF zYPEge-hKY=o1V?}mOu07XGxw7-*w011#g!A6#jb zcqtjNGwQ&f!~BfdngZK&RhauHPHIs4dRe}0`M#NVf5-jIiai?8U6d#xSw$ceQFBgZrcB!5-AxY*du-kG z>}X=F_O5ub?r@y$bTbCXwF}^zeo( zEARVb503s;InK)yd-1L1*Yi6hyp@9_eL@VlYG=(}$sR1_V!zubt^5qb@r%j19NP?w zQWn@daYhLGpQ|@-z1!`6e*L|Qy}LPXEKGQ@*J{I&W&FkN=k6FkTJLdn-Icam@2h6L zj0kqU>sGt3i(^-pYl*4VTSs-XR)gPXFJ->JT-CfuB_Zp^EBCe&rD3Zq-hAv|+gdf@ zgY5aVPyV|Ws4Q=vnpu*wS6scJnT<>|Ab^l$D=@;7U zzgvEOcrahuS9U?yizt_+dRsr_tSk3TTlT|tuEXA%89rD3tWWPe{Uv9eXV#pXe9@e9 z3Qc3DmdN}K>68-QeR8rYVO!;mhu`n&ay?&q&rJZl~YL`sb zN_w>>N~rSZI>{+9!A!4@Y0ZBbdCtny)abQ@Vt_~6FZIAb=`W=M3l*5RcJeuV=TfOq>$6rmsTkF40c>PgOp7Zg{{UrygZsz})p&Qf_ zb0t^rn%?R#-HOe(-_QJd#KX(@Bzv@5px9lFw~TA1X{v|b$y#;Js46IK+o{Q7lK&DE z{;oTbZ<^)$JXh&&(&htY63>%C0v@etF{;wSThluTK3;ms?KebREijZ^NX{XR8Eb6wS;TUsaoigxXq z{QlU6yBm&+$Thv>oE*6FKYwoex8Gc;c`3yuMX8CoAXa`-*7OG_8C6*{u>nZ+H>T{?E+X5h(lZs+=f z+rmy>xg+@@{5+Sto7$U%tQRSn>DoyzQckf3n42uQR+@4K^1u zF#OkL=y{vttMfne?8JBa(-tTns26yUk)M_G)BMbpvp25%lNaVaaPP{&W0x*|d~bf> zl3>ESgpAi;%GvzN7`&sC7i>Oh&-&-;?3;gAD^#=Z-Y;iXpId)WochFnQFD28b7dL*mgV{Ve_~`* z&pIQ*>J~Ha-T%-2ai_gc__^L_j;wC(+5elFq#Bx6?p)Z+dEv^%kNRig-_$SrJinId z-}HC9Z{Ie)``@+g_w?)k*Brcb@}fwF8~gDSU(A*f138K?X&*SY-n`@}!@ z9X{4`AN;TT<=_5^zvC@`#mjyC|GN6$`U^?t92U%3c=kT)kMF&Ve{7A~wl(Z8XH#JQ z@%#ba@P3X?e@k zxTg6X6Js!TesF*0-+J%$S=mXi7`ALN{d@ZD{$pGVQd1Is=$nahdnae#uJ=gzyZz*q zYftu{mcM)A*33Wt59K8k6|K!1 z)OD4m*&C*HHh+Bo`**Z}x^VaR|7uV7H%R;so@QE7w4sDK)jUVIh*8lInU+=Z+ zKdal7Yd6k4nSV8~%xH`0&)vEIgFp7)ym9m3L;aKgtr+Te|KtA|U!9-zDlLm=`>vGq zGk;HOnJS-MDQ29W;pDP=eY;?d#)*AP9G4p0Uw>=eZFAF-_RWVLELQ7SSJ?IX_4eP7 zX8wKNc%}dFL^&P>*YZs-L*?d~bB5;I)t^$Uw6^}5$gnq#GwIgOswL0AHk~nR5tDAd z_3&NGqDgTd*+u?^SZ`)N^VN8&e5dz5d8wC^Z71~?de!n&9pCOY;r&+D^yg1F)zABj zFfTsr+pdWAPL6_1^SN?VhRo>Z%6ks&#TZ z-g}>`Z&}iR(RxKs=JYcx&+1tmze}=A>q%M?yWXkk;o_NGkAG%x9B)}3y5!3%t7$6d z!*5*Ed-Zci&|2d#i^aMR`=ykp9SQd2irl_0;ED#T3Y(bGmZrx(Dpw>d_AS-STIKq| zZ}a9W4?j%q{G{m0aphOdyDa3G(AoXRo0+HWx!Iu@VwV|eX}*Pv^X&XvB6mB39&6QZ z^*{EfO}0sCW9DU#6QY_koy*>r&R=r<(%QQ>r)r&&YOpw;Z%}*Zx<>3C?#K5GmS|oq z`FU$ zL%IB6_*ri`XPz?d?QXOB<<|VwGv)fV!ax5UgU!@c*BaKc7i`aVO~{;mb^nvr?pqB< zCDy+Ab*jcE&w+b?^U9x1s$o0wp8VU^ub{s9e*4#=!jlm_XV0#5Qos3LC8GY%pQm>& zKbgtWwbC+rN%H*(Y5NV|GELn%PbNDsBgHl;rg!~39>%U!MklYYyrI$>{cPIfN6V7- zepQ*g(jqTi%XyjHN!_=ucVkuaoPrh_zR(VgSDCCDbTsSp*<f4a6V6cnRwM_ zm)xJL6bc>PpO$R)Pi-oBR~XIj+UNA{+o__krmbR6>Vi3y&o2MI-V}4w|=Qq~8t{S83UgGn7<9?aToVWj;vNCgK&H9ud9pBz_ zscJDF4+=QXF#DI$mCkQUW;!1WYo08)yy6&xpx&)t8iMXx%lhsry6e^Jd@cxB+55Zk zsiA9V=GNF5FLRGuMNSMjy5!V}bI0b^Z@&0V^MlyuXIgdj^Deg7b9%Mjete?m+>U*P z&tml_^YNKUrM0>nH}`H9I%pGo+UqQrkH^}te@x-i#ctjo3;dlkIdlgwS=r?rdC;);6Z@@JtJ z!eh?aYwGfGp1g73mVEuEjrZE#O?-Ju;PvC}>@iNCB$vGV$S&)3+S<>VaiwwTd=b~X z3nwoye9Ad%_WsoD;D=06R|6M#H@@8Bq^o>n_TPH3cT@D})pLXRQ^m%6W?&=onq8n@62L9S-*>zG$Vgp+<-K)A`F+m03?N*)>nD z=J@uC@IaNdH%eqG(|nTkoBs!_*Oof$C|PeJ!u@EU(CLPs|JMHIf0y1QpYZbO(T^78 z9KTro)CzN=Iro*ER1Ij|c0K!j7h{(D+5Ohr9}E5M%c>A7W3@Z9aE7n9R^XPF0)~a2 zIY-~!bvyg`)}D92%WunH&T$f$rzNXrY;|Aq!d1E4j@{QU?`yxL+h70e{-HSK-Fxn8 zY}U%VRPPd$-`Dmw(z+?SmGLg1F(#J}fc-rj%c{7d8K^OA~dA?kk-WeEZi{lbX1?qeriLrZ&dBsrRUwEb&fCSm~v*&N3%+ zrsBpaFGOT_HXpWR)c$@YPvODllUf(_A_L7+PED67vTA(sOT8*E_rtf%Kej#D`cLcp zcfr4Mli$Q~FHqn+d_8C8%(R}kI1Q_lhCgnc^!@67P08hUIN$Y)T~b@mH%Cp*^RMuG zFpF)E%ZgON#!P>?`PIJlD_BxkZvOhcbot|`he|WHelK_^*nfYLOAODw%8vd6x6*>O zmg({Bku=!(`C)P;&{>RDn~UTW%eGAC#y*g|F<=lLTc` zvAUfXzaK4leqK%O&5?-*d0UDK0~kX$Y)_84bWrM<){3Y9*d+M(+*ZAz9)%H~ zh0PxXu08Bw6rA$4e99N~3ugq^YxJ8{=}EVI=uE78&!N|zUlXX!@*(8Jqi4det}ne7 z8y)c2>uI91;7Nn6$0r%MgfIQtyyW5y>E$b!PMZ7dKRP99X4R6@yQd|1{9e54{l>$u zULPu$ozpHOSN-{n9PheqKLq?%<)ygwxCpF2#yJG#EpUj?Od}hTZMJ>Hd zi#1F~baFdf)|6?ticho=JJ9VU&G(F>YxfE9{FSawSuR(jXS*>~9KE=9ZD!$@hdm!Q zGp^cWvT3$z^1nE?+h@FG62;do(r;tCUa}WZ{MD!*={Cx&69Q61y+%n^;K{A%*%OQ&gN_FKe=J+ zvJWN_xoNYHv`3cnQZZ% ziR&)iNjdHpwjn2LTct!jPm1hBzoN%e`GRL2ywCAh^^S79ve>1fRS9JmyZ&C%xGO7i zr**B^pWk`ae{_^{UP)gU$vn25l{-=9_iNcW&ueokIXC#8SNd)EQQ{*<)VYUOj$GcY z-hJV|$?SU?k%C{&*+$n3`8j*Oy}!t;dDf4VH?`ky+=^dQ?O1-JLnAoksA0Y9GsUBpEc*EO_u!j|4qYOyPIxK{v67;<~Ps#`q<~f3Uk*D zVb3#ykF1{CVD!}Z;xTLenfER9K5vV--5SVy>1^G;lS|)go|M}vr25q5%%3x@Dr@e% zc~pGNV%4?3ak&Q{IL((ju)5~@0*e%Gm$~)FdM(=O?Eoa^(_si7g<=j!?M7jM|HOgM7N&c=~;I6$t_VlxwC@9nep>GJA<=UhK+V@+@Dq~wUP=`IasHC+sopL ztcr)>+WHH5{bA|u+&h+aWiel~bl0p7ZMw3g<387=e@!V*SU%KWm~?~HrM z)xU3Ppp4pz27`Bx11#&W&bXL-PRJzxvcb=_f84h0e>?s9nk{#~X+Au?%KiAx4_~i! zUi@0J>7(|Ml;=({o9x6*HRAqrrqo|4=*bph*2J=BBoc)Imu4qxBJAXBoe}uvkbl0xU$BjZL;vo^Jy8rN zE_KTtuMu5!>)rEspE(rAfT8t1K4!@!Z=+ zf%^4t^-o-0{eAfa15>$gN1p~v*Q!apuKtyOg1eejug%ahai&kyp1OWA&YEc+ayROA^NRluHedHXsj%4X zM2+E*%ipvVcd+F8{mNyGI{U)<#KDL}nb6hF{Mx--esjfnES42#Gn%}6cXXdfzwfN4 zEe;*Y_wS@ldHa6rucy}aUOXoY_W77;%cVN4d89jox&QLs`?9}9-4CoYnl?SzY2(zQ z0*2yyqN>}ZRtZ|16=?0T`WrsKr17?S{!ydX8&1C6n#FPX*bQ!}ti-=NBf1VU$o_R~ z*x};rHvRM-ugwC>w%-=wu>PHEtnTwme#MLj?b1CDWviCT>{sZS!0T7)uUVgUp~IKE z$b{?jBlpmsS0k%STBaJZzVvUsJNw48%Zi;d3|Kb!?76JMXS>WsY~klc#Y)lqQrt(D zuUYQEw&dcm9JYi{Czb+MzS~i9aV^GU<_`UFr9qS%1$*1xN^scjTvD z*x%UvK}R`9Mc(7igSSDK-8&2H51D`XwW@R1ipw%zFNiH|(3WXukvU$nYg^3S8EVUg z!<@MGfAPB9r8|G3m5Sq6P5oW>p1i%MAr#1R?(Du7PZwq>f3?+;W0hbOJFTL|rBuau z_``+zsU2o7_E+S7_|VUG`aq1PLecxx4nec3uKvpC?Edv`&uo)Jn-y*~zgnWrY|J|O zTDDUC!ov+gi8YHJELGcc`i#%n+U%E6PycO6*U(>ic7B%Yk3{{?nFe-CC+;e)>58 zdw0xS+;BXKt627E?&QqVg7wNqqKOOUUY44~q@MBhz2~=Fnc@@XnxeK+|9THONhZCu z+EU2s#dY^3x7dO*zW-Yfnn(ud`)v^~X!Vby~c zy|ssIjrn5lS~z9&Pw8v3jJh1wn<2qkr0Tyb{6*xChw_~jIxjvrPUU|RmEhKGaPrJ! zWtQm@ht;eqozrEHe&RW)Rm@iTY@PP*!+LZ7-9J*h;K32`U;39$H|6uSnYJ&s>fXVt zY=0{1LM_J%%M*ofnDsustN(H8==S>S(*j)22`7sm+ZN9<-R3v<&g&~!8cY7Ybgp5( zed23q{;s1F)+^|Jvg=)0&;Hv`isdOI>+Tlws)(Eq#{Um3aojuSbxCWS*jl!*8RwSI z`~D;@>y1h3+3sH3w|9=P`ZV6MpC+{Z#WJtYU*rycW9030YVloUD5KcHUbS+5)Q9Se z-|8KH8fN6P#=lf{exhJ#Qh)c8aA4XkzNNQc6v*#c)UIVM7Om~CRVjGueAU+O&1Q!J z&u7lIc#y02Wzx?b<+E4G9rjRPyevCFhHLxIcVU~qn%#WUoBQLma&uU_waF{zh;O>) z-q9v~jaSbfuXEL2;Ld%>h5zR_#k1E%Cq?+O)ZP71ALzSGy~kL@CgZvE%CNJ4w;#AN zDSonV^LE9;pyO7B#`9i&*t&4`L0b_Ow-9c@4O z!tLo}_jy`oQWGc5$Xn$&RcY?Ym-E;vue48Dlr?46(?{&ChP&BMxIEy$IoTrUNGprH zuz~!NbB7L{Om?)b_p%I_uKzX5UZLLm;-2rG{AbNAB{iPSd$TTrb@8IJ9-IEf?H7BU z+CGu%%FJT+*1RwG<+p7Jx}h@B``@Po?^#C|H%mSD(or^eXt&h7hGr)`K@bT4FQnV7G-$$gU-8!WG+tUf1r;c8KW(ZVn9;9sKMe%)>pe*4qpLuWF)a@*@lm4x{vnHDp#o{#PL z`=zzxSr=2$ymgC`9^WmRt?3n)Kd0X4n<{(C)Q@HQPnyc2_P;ymYul^vY0qB8(;6)c zT`;uQ$(|y4c~mymsp5mAs6ts@_oo4w>Ss6z5NrxUo(!=c8jm zZSRhS2dg(H>{(&CI%nbY`-=A?H$E*q*lTfO?~d>LO+-_^IXCJQ2JSh^HG%zH!@)Rn z<@yEX_gRg2oS3%TE*AEk;j~@udE~~;^@^$Km-?pod}pwmZC)fSzul}mqwVF?S zo_&lgIrd|jz1|`wYdzjG@6ryL*x7aJzCU+Iv{mb5|A%?UUHFY(>#TnEV9)NZ<}y#m zH@UM``Ne-sU^|}Hmg4$2c2{Qdi9E@h?fL31#?rg$|MZql7m-uAb>Wx)b8+FApsPFY zx3##s?BC1TTF?C{E%%A2Sbfxghc-v++x$t3q`prVKIxTvg3+;W`Mjk$_lYPnK{?(2zEH|5HDdd&12Ym>%YTne-hTi6KWVikXEVDN z)j3?-)+Yt_(yO4)6Yv^#Y~-bPTC~rSw`aC4?Vlq zzFuu6`t3s{!?HY0S>2$e$)ftzJ;y(-Zn@AkHFDPDc_laecAhdV5pALPxNl;&-lQ`~De!~XJ(rvFXOdWYZop5B|k>qPLar z-ql*$+9BJ!a@VVQnkIt6GE6oOksSX&8QGXW`E6`(YLVUCQ(RE4TA;Mp-6Z#L)+M*~ z9>>Jfzr2yEzx0o3(XWd$?60aOGY3k%31zr8GlG?C^WTUy&c_yguX~f5`Ff*{z=q$2 zv03jNr(BzzFMZ3v?8u34n>(cHH?i&&V3xMh3w!D_dG5=b%hLq-RNlR5Xs^h(@z3?8Mr4q zMGJLz#rbMnI(kniGw=}DJZG-^udII4qTgM;3@I0D7Ov~KT>JR| z-+@5WPYK~J3FXd@0=d*4oj<s!Lp=gRR1PTTq1N7g#SWxm5Bu}^tx z{6c$|pOINp`boU&(u!&Na$omqaJl(acBuUc5O`)kHN4D)Z`O=b)xwJ$*1p&iq6T#)UzE7Fqpad-9e$ci`(8l6x?Uw6SMNH z%rP@5NrmZGlh5S-oMZBG;!d^AoZ&`mr6ve0TseD-{oZ>spDeFG)9;rZy?());`s~G zBBpX1L~1?s^>%Zgf7$k~=GE@)+BfrW%xGO3d#A}py8g=6iE>&;_&WaHk(|V8Su$UZ zcio51tVhRAoYI@*<1nkJXRYP-&u7irbPsZ$;GMl>uj?7X<$~E0PrZC6Gk>1g_XUX> z3tul@(cb*~&Voeo*LNQ5S=&}W<96wqueV!Vs*C!R(#cupw#ZWqV zd2EoS$!|-}mE0ofZ=CK(Em|4>;IT^V`gxlkg@tlvY~FX>DA_?I$???Pqr0}{EKAzB z&2~LUwRt>Kd1R+gG)!ve)eMtn9y)|LOz(l-=Fq5Hat)Me*cazgZMxrX;n# zTk!Uz*lO1o=FZoGlDuYoixWEWwNPK-#S7n)>fcN^T`c{mT3q&0+pEbwe&2H$cTEv~ z{WHF^IW2|krA5O6|4ZddTjaiYVi3C8_gx)-pKis_+&kRr-J2)Z7jOvl?&<0Of3$S!awf@2uGJ_kyRdH}|^lKM$v^ z_IW)eYaOp>VDyO-f!Ykk-TFD!J_bD#(^~arWT$kgF}44=IX|a_m$mz$CUZAQs?Kjb*~CJ>V@8C?2Ei4u$nz>t=>gr{o9+Kd(BpU za6eGy$MZ*Cw>L{pzPsan#?t@CkDU5!=a^YF!R|ppSouMYmluMJt*45dVo93#{E&CY zk+Nq3VVxVg(sOR7RUhI~_fPt8g{e^BWKHO7F~_~k#_Z8cbkEG)?Y?nuG|QbWA9G}; zz1+l@9JjKu-sszrHzm~{%XOZfF|0eyiVV=`(MiB>)Bk2m^2sveAHc* zpY*|{gN=JbmEzj@7HXYe*2jFB_od|bx)L$Frk4FLs{R)3QAl3XQV^~4Z-Vd!=Fe}% zSMZeF+3Wu1M$rF~y?bA$E7Z@s(NyOa!!&Er6N|IFCq!MlqbKLiHJQi|rDJTR^{{%{ z4zU=%mn&3Nt8P!aR6E6vPq0rT=(Kauyss-(3BJ?ZCiyGG;+5d`7>Q(^>7p@_k9@fF zZ*oPwoy?aP`e^j8Z+oOt)w#VofzWV}J#g!6^y=Xj-ccZ8i)bZs{s zyivB;`&mKRrboG5IbUjK$UWEna0fod_IS7-n<*PqM>;4s=VFv zX5Q=4ziVhFb;*3=n(U<_PclBnHJrB-Yg*MAYTnx#`1;-MU56zup4q%pU2@&w^pJ-5 zxidCeoMcThUa&e%(k)IlD#3SN=n8A78-g9lD$E zq-}oaELeYW*K+^BBDv{8-Or!gKhf-A8ek{8#!Dmj+51XE)(5vLQlGpQD`w5pvOn`m z_^7%}i&FQqg~=>Y;yGJ88?PU{YxRj?d-%rJe)DZ7F5PmiEaX6{<0G5XMH|;#KD5-# zXvvkfOG@9@b8_)YM5lA=r%#M{xoN>_d)AA#mMh=3Z`&*-T>n<>%p2wBRSumc{gKli z>vUIU94U1^Ft5~|Z}s=1;>Wke7Dd!)nI3f7e$b04{*v|lmJ>KO#BX$5 z@ty5C%hvAD)`G|zubH-$PJF^Vug7EWd_|4w`Nns3U7pn3P}r`v`3V0RqZ0zhTH;z3 zX1R#m7H4m73Ytrd@wD=kTGK zaUGlYF#TQ2tF$#gUtQwr{o4*7*!9J>3SUT7-Cd>{V;I+at#Mws+WLnR{^i(DyKiTx z->$w>iUjwNp$Yd_1^ zDd|T{qFmyO;_8JPN{bITs1_FfoO|hUy+K=PNL2LIaPf9(83k#7aWqiT2#`Jw4g!2tReE;U!QAhZf#ka=*If^Muc@A>#K^n zQStTP<$8UME?j7^pW<`z{s9)P(xYmp_Xl3mJ#Bv2KHk`9VnmNQQ@lvw4~g{|-hGEY zupQZ_eC(S1nr;3z{$Iq5TWxFm*UPLBzHIr~IovmF^SpZN+S05!W=$58J<~;NLoQsv@M1nhQr0P0u&wRW{>{P^?RIA&Psyi22MhUjhQ#uqCe}dEY zONk}tgmRGuvuZ!w$xzN{a>$dA*pd7#H}hznz5PtP<7@YHc&z>;S$F;Hg7oekT$feL zPFehQ$;kg3{=}?aWOq>F+3o)6|IhJWs_iomJ0_#6t1pwdCBa(yb!@~<&24|o4d#dE zsQIm)bi8)enF&dO+j@gn3FIV|s$P8RA=VqSmm@h~&GX>8b!wLmOnot%Q}E9HX#GtR zE|&HM%b&;ynX=!~IQ-mSh~bTUp82dPPhA8|jy9I6>|7;y<4fM|Y4z3h3;L5p+`RVQ z^{Z3vNRSV6(Rq;`@Xr6}d-J~q&KlpYPGXaLmmKWHS5Va<`K7&n_nQOXET7E?Wbw~= z=Oy$e@-Pn{qv2tXuJW2UHbOtXDbyJ4bx2A)Cb;Tk?OB5@LTZNJwOgNlC=Fh|^0&`* zbq2w;bGf23wX|E(4!T9I`_o&$%(FX6#>y8X88vHLCI z8rv;YTxYF$9%&O}G2`mz&rdsMSJ=p}_6U*Mu`6*?>!;eSPd3gpC~{1;c(Q%%iG^Gi zrWv`nFI;X@4vL;-ZM$sdvn!8efBKvK^$%OW^sav~lIR090`k-El<;~`D)h{_0-hRIAda~H| z3jg|7lIuTSC{^4Lv$N*rHM1xF?$>s3PV{@zQfJ}4dhgUV6NJjAy6^6I{rlBJi&>Iu z!d?U_?lr$(Ui1G`@;}!DkMB6Luj0L>yI5jN`}_K1Pl8rlcZ(0O*S+AjQoW|@<8ybh zi)&x&-s2IysXV7%ESK@UhgV=SSC;5if#cj)Z}AuSBuK6OcJ##SKQ}+RKb)5~L3h#e z6<^Nn+ZO#*S>xVW;p<(l3O7$a3DE3&^Sw9MV}HIurQH)B%U$gIyAz&#RfwAync*vA zQu;=k!6WNfW_?v*$>pEfzy2O-Ua85JS*f~s(J!0#`Mzt4zP~Lh`dV#YWNWun`=)Yv zAxjvuYKKF$kfP$VjyUdJlJX``{9X%JKD@X-BjBpd)bDDnl}UUhN6Wxi`GIusb&)TOwbA6Dn ztIT`fOGe#&<*wY5e>nY?Ha@}Bk!$+mU%}bs+mec1azAHupVqcstI)MH{@AwqgKMT- zFjShg^V!{*(i5Ksr+$$=8GcdwoM7v3<2erY?K7lrt3MH2(3jn3|8~~1`HC}BS4^$hP+v(4`|?$9bHai0hC|4;CWX=JebtP&9_s1y50_^aQi z2dTY+H=XLlE=~Ng`{{MQ71R4>Z&I4KWc#=JW;=~$mEfX>lZ4CnuYU6BsdIDUhvx3) z&^3RJGxOx%2~Sy@UuEFiRB+|N)3u92r>5V~zx_nP%e*{l@}zZt4lJH?>F$Yn6I~cN zgcqr7k56;lxN=eL&RnNhp+};WO==5#>UK=TOkgg>JB%>%J00)T({}%yD09e3g7BI-NLVLt0a0KTe9T3n?(pm z?1J0-#2?vc(j-WuEzm{B=GoLWBr2h?gUGcUBJ~A-$T1E_#N1CUVt-o z!!yUC8=P^u9)7=q^&J1)S-NhS^us%|yiaWVmZ5p^gB_Q)iqZSMi;5~D+6xv%I=8xg zaf@A~r{Dkc(C_msGv%Jt?_}I)B6)M_d}pCKje?p>`<53TP-I&fcDwkH-KCl9oa9@6 zO_ZNoen`r3;W5#!M;RC0ujx-I7GYP;n`_PNxPD5Ekw&?FJ5%KA{M0V1ph zglpuoRB9EyU_CHFK50S8OgZ)bZTpht#-UnYod2jY|X20O!am?sduNk zUG)2C*M4q6pzx_F=^@(;n6A!Ax~$ewDd+DwdwKcH zrj_qst+>R^zVfa{a+Qs&W=ud)NXyf*LHoY28`%72}}x!s$i|Fc(cuD^9B({ufA zwp2E+qwn(AzP&ShVJdl|^G0md;m@WS^`T38_vVNFILvo<9erT&H$v>7FHObaq`{Ls1ZdhAsF=wB_ zI;MJ!W{G##`8sDr_;oB^BlpqA{nJLpeRF08>wj0{IeYVEq_3OA^`ot;Hp*x%NIPjG zA0~8Ny@_Y;rWbExec6&Zf=o~QA3x3EWRsB=q*=UVlli=ym^tFFHX2Odu-9`A_q68O zy^KrWS9uogZn)7>@FP;|`S-+{^x7*T{MGB9-eBk5R4>!`Ha{sY?&~vet}naaa$S+U zYjKvdvHQWVRnC>uGv{x9Hsz$>kyF!`ChrRQ8E0C~cj?+&LkXUDsgo8ft>bu*(UI2^LeXs*&a0e&9m^2B*$A-_Ji+Z(s;vUE-zbP z)7HOo+Wj&{wIx5alYQFmve{o>Dn3=@m-ds+&Qt3;vzwyg9J6cmyhG|MqaJMg(7kBp z>0P%sO-_~#4x1R%XYT8HsI7X; zRKA0=SEhOHm~6Pk-)}s%S|C_7uf1NtZgE6WhJ2yQRki}=y3hL(YuF~~ z)!pI>%VM#5dG=w>(Yjxc7A4re6sb>9_E=#hmb3lwZ{Jv}U%~d8^YlOLN#C8gq@(ps zs&M+r_=RarYg6qMIiqhscHUyQ{b~F9?%un<7@e~dR86{eP7zP_68uu%S10%}FRz_o)O2I=-=D`0hHjk}BlcRRC1JxC>xZ9J`W21%IP<@K z%835m`FD=x!J37d46N@;A7~soz43DJm#v1Zo{yb2NW`!F{o!qW@7`aNzW(u;IDh#} zxkbskaiMAT`n}KiIZLBNB%Y<&AH68V{VwmeU4{Iqrd%;Wn`0VZ|JmKG`m`g&@I}}0 zbpI(yMP`D97Ckc+CM|dVT7BL->qP%j_e1kzq-hFE!zob3OOjNH|sNR<+K(+G*@6Gw^j-KCeF=?~Ufzr$UK8a`MH7>rZ+kV4k z*Sf15*Dmu#bN^b%qHJ%Vr1j>lYQf34NA(Rp9IIDyzO1{K$|u>j+4QhbZLpTkKh=l3 z<)5Ee{Xtsivd`T;5$gei2%=^^4=_jvW2Fk}EFOy4<%Ys}ZoRzbJCa zqJ4R(#LcM}9{v#Vir=cfC9^SSh2R3N-%%m?e9am8AKk@H*8lmurCPD^@GbG)+OHdY z-PJFg+JDWd$mG88w`=952{YN*{+{YBxv2L_r8H}WZ*0Jy-gg~*HBy?flRo91cT(2o zNG&wx?>osU{r+TmP{rk^lT>s9OV-YJZLD7q(C1Ozsre}BPmpgDe^X}swCknCqBE>+ zh(FBxDyj3}7Jt-@rV6*X&7r@YHObm4yKro}f*-`rV!P-hPhgWkJqLRU;w)HKaFXUufAeYsxo)8g%% zG5e~n^nKwu&T{X8z>05)XMX*dAotvHit?8mSEnqw{DrS}{pRXJ|Gav4rfi>WW%j=B ziT!rHDPE3Ur)H@ermGuApQt~5!z;0M(k3;j6RTTNKW!~4u1|Y%^VPZqx?8lf<7z&X zm>hmk*~|6f#?`jUtUV9xU3%krPh@A*|8_m`VzPx_;I}8zAfB1X_3M^pPhTF1%qejqy5Dlf8vG!o0oB(^VGj^5{GGF`)lV zX1=uGS8g7s-FvqsUO&ypCcwSFWvSl@<9Z{lk0#aHrQXj4-^72HI z=E~gF!CO))>#oN1Kl#)3^bwCz-+}n3UoE1QDu?BnS?}9B*Tqay>|1d?xkGgs=k5NQ zGhTOuSw4T{?_aDK@a>rGLdDk#vW&K?UbQYh^&>Bfx3o*=caoe%@14|Z%9j&VFHIAk zT(Yv>r}2Y3&%D>Zj61SrXKdQfKY5aS^x8h=v}pz=3|d#KXC9lQRkB27o`QLW!_ls; z`;WtA>@^doyv+N``1*Bw*MqIsp1*$F*12oPRCABmrRMWIE}gse-DJgqX|)|z>f4eR z34W85U9w}vIu6cM<>gP_6!&VV-l>>~ zEdM&s@v;ApU}M&GohF^UpDn}wzm#6TBR^>J$KSh`$fv~m-;GyGsD8VS^Z45xN7kl& zntVy`fvT^~)hp+P@}#agZ2w@sZ{1(5?%>;EBNf@xnftY7&SfL zu-7(4?`w-^iyNqanA5~tqEWj+KHpbUC-UKp_$i+2c+Xv3xc}&R`|UICu3MNa9k`uG zvhC)r+bK`K%gQ8}IxJNRxS+50BH!kX+~u!lE{p!I`LXfp@@@BcR$Tg`CR~4q`%O{^ z&*4c6XLc$1&HZ}rbNc*CS4|d8>;9soEOYhOr%SK3cI;cV{zB;=rHI+f($+oci8U}= z`fRt~X%R;;AGuJ|(+v_#o4Fq98LFoK5U^e-aDLTChxD?T#d+-tDR%N1m!9~gH}Ho} z+P{J6kfvEqxc9mG%C7qt?6jQUB{N-7ssHJ`_4E8Xjtse30n)V>Pa0g23-5f|w(C|v zK2r^g5c|B9T=QQ0`E8w1Sev<3@V4?s%{BW@w%p)OZvL5nJTI1~K+|P%%$D^_95;xp zzjoC#RgKle$BXfwPlF!+^Wf7fGj!iPO+ zg?Dvlr~V5w-#pP@s4cZho1<%arWTjnPlIRnA0?-m%&DJos`CDK6VIXtak59N&zqVR zDa})9VL82~XuB%Q@3cVf>jnn}bQ(_niRirN_UPPem8@6kN9=9W65B%FE_eO;(u-#;sup}H-nrH<-e109b~ab3htBEE1yS#_ zOBcNSb&@A8?ctG&cW+gPvPo}Sr!Z^P&zBzF6H_GKUD0e@Q~2TZwESg)g}qZ6G(I`< zZktrHq37hBQ|Ax5T}xaO(iHsT^<^2|{@EAHcV~(7A9F~&aDg-NmCVL^>&1=FD;ruI z@-wd-?-O%wtd?WE?VO_%|Es6z?}^fF+6uc3YYWA~!wQ<7Oe#()wc)tC`Jo#_y~U4X zuh{2SEZBH>vZ2MKw;j8!p7dLno_4sLt8KV!=Iw>MJ}j?p{l4Ll#?#B9{^m)agjf&r z9qyfUJaCSQ)r+Nha_os+e-E!WIa%+s==h5Z8-E$@;*dQe7Np--T=OpKKwS75rj|+5 z3a&DUe@+sTI(32h!@fB-Zy3$aoz>P#KjgXh%U-6Wr^iKQt8L%yK7RJ?*TZk0Z;RYq z?o{{j+aW)%k6RsDykbq4@#iVBv74*vJ4%T}KC2WC%h)bw`jt%jB<w#-=kmR4i<^<6PQfI;!qPokGOxVw zv)s)4(aw6;67jPeuPr+*svu#Y*X32np^~v|IroeKbd(~mw( z{Wz)n%yUuAqkNm3fsb^O-vw6LKF}z#*FW0)VrsJQddnjnTm7b#xy_wa<9+1L z4ZFs8&MgnO#ihx8fAi?4V9%+h`?nJ={@H!@Vtl~)JC7e3d)<3hT(AF+r*r+@_L)Zd z$=fUrB{r z8Pd6S^66|{PSq*5v<%O8Xda3W-&sHN;a{f9)2%wb1tcB+&UD>M7OfnAO}dcESp6|;V6Pc@EV+&J@$!p%8GGfHoyToC5TSHI$+ zmAO)!TV7TB4eR2x(n7C`f4^6H*IK48cANF0*}6F4O!)MlY)pSLr#mNo|65)iG*?}7 zVaA=wGhCXa7}iFen*4%s$Gp-cVWaEaUw9vu)<05Atv+=%LiEFRCI0^}3S*muO*G>{qpmG{q5J`d$-DpS&417tC=st zc`0nii%Z^#^|2!J1Mj~&m;L0^5|*uh4~gFqsH&cmNFY^Pb?Nro-T2`o)EKYX@*hpt1|dZwonRy-?T-t@hGkBO_Hr(?LLoS|UW z5zX4%yvKW&_rH(K3JY24l@#!7U8?lS{3mXwY2EPtMDsdd$DnC%ss71 ze?7${Ssyz~>7Fom$?$(Xk;_Q7e)j*EE}Kv72G#QNQ`J|9nuypeo#Nm(rLOaL-=u4fYuA7O z^0aamcj`&WFKU11@E_MrdL{iPipS_fx4PfKd9T&DKk9vcoM_>0*~2H#`Q<^W&e^UGG?2adJkL0_n=9RqvI-g&;hduiAyOXOj*C;FM8;6}K%a)D{V*0I}b^kU0T<XfgT6`V2o(vt4&4$rMg))CbzGUxVTs&vGAJ5 zSM`7i%Maz08P&a3oO%46%+cc>iyrpv<689a)7e=y8jY(KX>2Q~Gn!J8Vs^w{V4WZv z!}<1@=Ke`xZ{s(1%Pn))p6S7Mp)>kPdP1_g!NY}@j&jA;t8R8^lD&Lym)L>5k#}Zn zIVT>s?Afv0?*b={ruRi{xpgeA#%^73O^ilO@y*}Ww$<0zZ*E)E{;c)q4AJu+MVsT< zwpXh6bO>#Z-R)Y;Jeeg?M3iak+`=ap!$aIUuD|7PN?aw;Qeu67@q_8xQkU;m5xIDA z9S1|}6nW-J+Y&F$m49Ae5T5Tkd7)>8%bX`}6K7nrsP&(B|J&R(|56fUk0(@g2WuEC zVhlXlGGRt3|;rf_!T?$n$@?ib4vP9 zy_7?BCX-F&75U1H{xxz(*o2DYXS)A7H?z5<|8mmdR|f1?zwP*Gy(Ify&Yq3OXL!!w zZ{F6|B^eu9BBJrR`Bg;tC6s|`}X3L#f^3eBHIii1Q*ZGI=q)3k}v#L?>F)@gNjC8x|YX}kN= zJkm?}FH>69@HNOIjy%ga zCx3oZb#mwEU4W+*4h!rXe!0kx^t1|65M^wv$s1|0psnbneV*>|DG?;D&PfMW$VbSGMg@ zT6p_%Y-rHg`<0jPAN?qN_4B?y^GxwFsmE!jr^ItySrRbsScrKlC+qimwMzdK`@F+m z4=>~f{!V{sf9%Qcuk*EZRVSEENtCGf>zn4jY(vV_HBX*p-Sp+HET1@a&d)WUcq~o} z&d-Q`&KlVC`q?=Fb-RyZJN`ua%2#bOkOuwhA{WV4tUsqLz@LzEbD2r0&g=TOsSFlno({9#{L1P#k2B^~lI8yYKily~_=V}0 zFDjP2jhSrM(>g;UaEjr^4XrD+oZ{EZi-t#3Xn)F07JhxhIjAl7*o+IGe>weMGe>6s zo6R2z#VgkRFXbsIY*@1~Pu{QJuVT_ov3-Ub*OIp=eqJNzdV0Ayt5^}sf3GVxH5;D` z)&Krv;2fN};KBvzZ%^EB-_p<(h}4$?5Iqai3`)oh^2??(c~SZPG73x>t&b z)g6hQmcn;x^TKAOH$o?8-%@tw)O|T$TI8)$7H3fRGW8~fZ-<1OvJY+BCS%pzCf62n z*?}#ZH@oT<bJMQ*SJ<)=c1GM;I_uRL*;g69aYl>R zG8nMUTdCLl^h&@hvEogF42p7X#(ZrD?uDr)?)$Mtt@!Ppm--wh{2pztkW$~+%d^C? zE`e*tU9BC@B5OC^cs29PqY_QAed~A?KmBS-HVousS|}It^shm0Z2iT_0hgbMKkU|D zxnc3++jHj6k8qNortP@UQ}q7C#DoPrLbo{X@^$aAjCK-YdBrMV;yFv|MfjxIEJD9u zO|dWR**^d7p?6ccZEAat&Y1P%Ra@6Xcbhz>-lU7g<+~33J8@6ye#`U2o499fw>cXW z9%NtIF2xi)DJf(}fxsy%$xWeO>N`a=(mvMrRa{%-^x{;}Ntc;77I|KtC|=O5^!u*; zzKmPc?tkvw7O7KR@{R ziLm=&;cd}#RyuXelWl$zRsG5KDRW<<=&Oca&gS1T3mHD2Y*JBC^oTwp@xJfJ{ zf6xE3df`NY_X?q(9xV}g&AQUTrqn_#rR8Up?!I}tq3$``R_U$rG%^v6-SZ$rKWb&j z&*=<>mMX$urJAFXC;jT3Jz>_$c_yDW8JP0L=xVAhR4-5sdSCtey;69vhU>wGJK-$6 zXV(3BxZkTsbi4R{&8Qcry??gw=(I+~e-lg3l&e3ga(7DlX~h`McjAr5mAlSqhHY82 z@6xmUwU7QM+}@rcx$Gm$ITydal0|WsXY1~sw@{U1(~YZKMuH08W%?vzs#R-3 z&$1MK6JD;^UN6!2aHWWQx!5tqI>wC3gQxt=YnN%9s}i63QR&M1rTMDgJtPDU?HAtc zGyUR;6`Bvf@g?*#e9%$0_4n64`MR(E>Y3@n@wzO39Rl=0s;GN@ z)$@sMp=B-?CFXwQdcdSu`*4BY;iO~fA$yqP&hT8ycwjB_OeOxXs8Z2eBewmK;hM5P z%!6Y$SueAnUv;X`@u4SIhEbjA@A3;Ndi}n3dZn%t;tKWtz1SSU@3}dl_;ren$MM#Q z2h%TSw%a6}$zRR-)k>;EK;)IkZ?%#jit6DX0Rh4&Gy|3@OMdx(V($bkGZQER$mX@9<%%IVj>k~8Q%A1@i zZ+?i*xauILx9OZi_5tf-y)M4G4>_2un&0NAHl9;pY%n{)Q?I~j#9C0maO3CCpA%Ow z3YC46>r3GFPG^|AY?hg=vhwBqD)lQFd~E)8?uoW))XiZudC$L2A=|oIdcxYz)<^%} z2#{rAvWRYCc$SbY;NTSL8XopixZ&O8Noo&-Pl!GFF|VboyVLZB$N~m4)|*z1FBqSd z^)bAzmtj~|wk_?!{-FBeq{`<)#Y_y0e%};=KkSw~aaSbezxWZB4eXY;8s^TqH=i*< zy`fe4!nL1&`R2T3NQe&37T>&|sbc!<+ka&z>|K0!ciUO(Z+^>?oU0+z> z0MDD0eBLh=-~alhz32F6%_FY9VeQfVN(oFBO*##IY1b6gmzU2ff44vHd3+_)Kksi2 z)z#Vk``5nxckS1Ci38{S6tauORLc6w=Px_=exL4vZ60gtzjm)#yHmDd?pygHWAWeh zN$V7j@7M2mw|?HjdVZ#iwDjz^j0VgzmFqWZ-L%}lo8`ja^Q+E$+8_Spf2+{{^&&s& zm+tvrfAsHnslU?||NWo)yngw#vW?rqm~QPcKVbij=Rxg7hFr$?yV({n{K&o;!7R&I zuPd|R<^NQ!EsW9Cf69;jU$>U`m;06f2YRTmKpWTYwzp7&)>Oht>lS|QaRjJ`k(H9|DAW_*th%{ZK^k}ocgvttKdH~)6H3b ztNGrS{ zTpfckyZ-Ip2K)Mz?b)ZF|9|-HeU~@?t+biu${u{jP-`Y;W>#Nz;P-cX`~Oywf24b- ztX(LO#J|+= zzQp_u!q;bQQx+_l<^0Ck^M3u*?u~Aj51rm2ej+R4i{jG=>r1b5!V;O?`rCc8^Rq)j z&u;i2*_X1X^|Ii@H+}c!UoyQeKl{}+xvSSrR$6f_7u_qywAtwWiy3O~9=w~jtvqAF z{`HTUwq;N6Ff`_x7$wm0e0G70-1|3)Zz^Jwe{ubOaq4x`n{NlXwVxhsH99a&>1Ms( zqEp4c8V}E3xAeuU*FVxfsw|(SdOFJN{N{hz-kgbE2h1Nmcpeh>p5dj}DfwlJ)1SZC zeYeRxBj*U`>z<-nD|6Rb{WCZ1?v&rNH1efIuz$*3{l=TO9Ax!QvpK#@wc08=$t2}# zbfNgwU(EJSZ*I)#VSRq_-<*?u?^E`#db&G{E2n;GMl#>Lq=!ZAW(9ZoQn>btvYQ+e zurOTHyu#2nd6OK!W}d&y(W_cl&PKZStqLo;$#r_4j%!?%U3m1TQ$PAvCvH!En&A6e z;@hcd&Q<&|8}6BIxE}t*YgSC@pJ@^KhxJd!Je$e$?<8}n)O5`w3csc-sM=f3vH0)f z-<7Tp#gu-@)ITWhnI7`=$yTS#E{})C-1jEBEbj1(0u)6L37k}&Gv8IxT@ZeyCnYPCACS9mM?t3 z^-*G5hhvM}tC#-HZ;a1fmG#&jTYk~0EnCF3=QfYWx3bU@r5`c3^*4A3|E`Xa5lN`h z*j4*Ly=B(YYB{~oce3J^vk$BZj<30PwX+tjCJl_BXp{o(=IdNohFGbVjLyMKe* z*=2w0rZ^wlk^Xt}wxC6a>*ucFYY&*HwM@BuntY?`C%xar*#i3=IJG$+=?8sam0-BF zqE9*^`-nYczIP0qHpyek6!xOGX&u^|iK5Mf{ zYipml^Sj;~FC!|PH6)Uci(QsT5t>tREc4<$tJ5DfwXC}wTJ>+~Z`QkYw2p(ZqV&_R zM3hI|2h0an7{9;YyaHl>N+YkXSF2m zI(vP|;ZDCr-4}bsnEf9XR(8bau5mof;=C&3V9M@2v5fw&Kds#G`iIswzpd7s+B+}C zB&L47T7Nv!vrb<0;E6Zv+kdO>pTA>YN{o5PJZFy=eE)Q+j%9KD3sY57)zLBVE!`GU z_)+D(#i3(vtvdrG7%!+iyLs74^}A&$XXviHSL$sytvXY7-rv3Kg(8b17pvO5I>R>Z zRvw<86)V%qV{4Xf_MWi&rPTyo!5h!SbS{K1l74uB?Ynk;`N753)2vKR9oQ-1*5LG| za#4Vj-1Pk?wv_$7@||UUVoli-_{ z^ls}Wm0iu7^^a!uwVC``S|;>f??F>UJo`tkXU|@3H(d46@W<`&%Z=baPv(5mx@ zc92n;b4@O}~5p z-8Z-T(s19mp0nJ8<4+#1ahbl0*Y)q=qx19fGCdAyMOyE#zEmeW(6>)w^HJd zS=v02HJ4oX|6Bh2)1Sb#ee?fW_Aj-`4ik>6Sr{sQHS8j1r{E{Yol9)FzN&5b%>F&F zuFD|qtSN)Jm06EL(W6Bx_Z{QEcaeYczRMh9Gmih5xVT-RKe((h^Nr>d-|ZJtn5N0CpOM))=|-aMYm*#P&fWLq)r5BT zH!nMTBj2W?EpDQY5IdiO6xWp6D$O*}dPZhf~Vm)B7K_RHBfozA^bjlOkemKN`s8?pYn zNsGU4Xse$nJE6IL(%YF^Ld@Jk>-0W({{O|3&7;Hrqm$ubY=K32YFYgo!%rVie-(ar z%RORsbJG6feA^#Z+wuJojA`7$lf61$_3+uk!h_b4_j`8md_A)E?%rzcAond3bmv!? zx3C;O6Tbh(#m3}K3C6k}M)}=eUfOka&zsJ)-RzjKM(wI8se8<)^E%(DdE)f+v)LNC zbE@xlXa=v5pDkkcuck+-!yv~|s{ZV%yO-vdPCfDX(ta*0vm5oZuCD5uoL+Ht$MxGw z-zZJdu(*?XdD)sfdaTjmKN7BUHa)sH)nnh^i4m6SwzmZza;{!|qkLgj<{k4}hmP%B z!XaM&@A3Qcg83}zGVb!NOM=4~8r|L@1Y}HD5i9$}>u#2B zV||$p-_M+{8YR9xAD15L@cFuO;<}4V1HPV}T)&F@7n^70wXVF>BxO?D z?XP{Z#iKCD*g!nYG~(CiRssK5g(Pmqd3A=X&DTfPCmfc)^wi;c<1+18-yUS-d+ zd*1IaESGD@Ji7Ta;PfNmQ+i8ttmIl6U;JI;II+ojfm8aO^f&)b&dgaS+n{{k*SF>8 z-|a0-u9=KK7TeS(PrW}|O6}*bg=fky@oW7GJ;Y&MbbC$!(*xg65AU|~GTH?0n)oV) z{rwVilWLZYf|uBLH%4x|#C*E@f#pWK{<{30m6uZ9R%t6*T}_)Izu*(I`HaQgldDgC z7Cf`;*ag2Hzx9v8>rXb!(BWU|7FYgFhNtSrjnrJ{UuO*MwmMa_AFglOV`Wj18D+Y) zAR|&tZMlc6b?l9aTQ;WTz6yN!s&rE4d+Vy6xOQM_nf2TKJMf=oKoW5UFs$a!% za!1RoyUo$@|AqGP?0tQnVf&oGed~7X-^#n>|ME{;irqY+okw+&LOD-Qcyac=O|NmQ zsNeoX9o-l?sYSaJ*%gd8guS)e&ugBRe$1aS@!|hDqEo{Pw`9He(PAJKm3*n@@sYlI z^U$AM+D5W5hbn(=eRp*K{{{2Z(wHabm7icfl&x)Oyw7Mxiu~<5^D2?3=eb9sesa#A z7u7hw@(^#!hbI*&^#yH~bwR%)PcGwO{Ny|#r|wgnl8H#;4|^1sxu1*t04S62%% zpJ+PrC!#Awd)C2>Go7t`i`^Se7kQ@45=@NBu1{2`i7L-|Gr@iF)96l~W@8a+)HIrB#b8|dB zwmJE_MZrfEHU6@TR-(x+ORgKVZAh5+_5HKyl~vO3EuVxMCA_(~{$c8=$ahwmA{M*P zuW)~~^o)~DeQzqOuda2aY?99XNnr-vf`7jKySDNFszZkk>fc)K{j)Se_H9{9W0?FS zwZyc-*!7|N#QYcURX-(hx}a93>)grvZt;EIR>zOd^OT)+u)SP_Ic)of?Qy4m@3x#- zI@MQUlknO6?6|fFKDXjqT(;s|oBVD)+PC4^+ch&Dr7Zk?H)(zS49@3zu|2jGB_)Mt zB{xdH|15k{arVKlC0+XarCzMmWRd*FouDHm9c&OS-thd9G@q&TLVwdumc2)RI2W+* z%Z!inlUiik!gXbr9f$M1FQsuIbI*O5xnIDeK|}Gb)w+{DD>^rHX2{>QW_}!@IV<%1 zsR>*cx{G#sDYSNcirF%EpK1o3fYX++H_vjnC=h$pUTN2HWS0akxGEwM*=qZ}Cx`AQ|h{?LqE;4h7e> zMJRoocv{?2YXyITSd_?t$xv`rp0N zC3zbbFN|mpekC;h@x>YI-rl`u!nD5}!U!HY>Nnc-Q$7kEs-ww|5 zbe?Weam+iUpd{>4_U7uk*zK#%s=N;7n%dpnvwTxx&W&ZfB`Y8EX1CVVo#a zukQTiQky%!h)Wdau)#@%4^_V+nxH@mv202!NwZYcZKgZS3SF;jp~a}Wy{hxp1o3h zYLP?n)GSx7{f=k*{(Y9ar^I?v*{E4^S#1sD&)!>gr@1a`3C;Oq68-Y1u&~don7elr zo$qj`xj(wSv{g+gs?CZ?&heW(n`E!Yr=^|imiwMvWa4{;hr9G#bJB}T0vnF&$}yeb zyA`*YBX<7Dt6^8C**#cZ&nj#iS8!=x*|jU;u5RBAJ7>DM@X7>k-aW%GEi*FtN~e3J zsraq6nj!&R9?MEjR%aTmoA=@0G@;7|J461@d%HcY_r9dxarQaV#|@sWUckLbwwf(`Glam*fRA2A^4_ z7aYz;cnj1u%Gl{K%)89^(L^pK``8{`llt1ke8sp0?xD;3p0B@p^1Ou8^@FZ=SHuZQ z?)Y?nRbR~AhZPPLD_xfDULjhuE>bE@tLN{@7u!D9FWdfTy0Ye*m$uU^O4qk!&z|>J zCz5a7)xe;{mycd-H{6tD(fN7C$Cm*e^PF{m9e-9_0X<+4(Uo>(s(F7EF!WHCyF+rLxLw zpQ+QUkGj~LFEE+%#3Asp=$37)E47@K&TEdyogmeAU$3k_xx4EAGZ)?cVyPk5f>bWW z83*RuPG>es`@SQ5VsvcI3!jjeZ$IcgSuX8#ZlmFs{+R_~|4e4-3bW5m)Oh*k+)BON zdtA|NH|-3RCGBr~-u1gf(Ea$AWY;{2ht}VdzklGr`cmB>sO{0k?W${6eEqWjQt+QI z?+imvRbFyjac*a>`^x&oI_XhKuNHAWy=vs`)bTQ%pdjYwS}d#0Tc8vZ zveCJEQwVeRoCgB0-Cr&^c~IASalgg8oC()e3+5isF4fBT@#t+|6G)N zX!xq6?yd*-I>)q*` za++h(rOyHSC!`*(7I;_~%Af3V$bI)|hw{fP3CZc(84s(Sb_*%BG<$X2_yAAM(J67U zbKb1K_GQ|Ks|OyuI(_p1`_iSsN2V8VE~~HF@W?$sWaY`n$3ok!ESG$Jw_);bMW;+X z)r71G+w#Bco2>i(jZ2kq6K`AZwRsVD-w9t)vEfZ#JzwPZhQ*u*r3$MxZU0;`e3OvV zCUvD|o{IDBQxew3?{QseZ;I`8gWJcb4xHH&4Zgn^5)$QWH^JkxP+wEUD z?wYrQS>8T9oqq72i}9W8dWULQaekJswg30lm@K0H;q?GwzcF8$|eJ4fEKz5cISj_2*!@??43 zo%DB!cP;aD^~2cPKk;w)FvVWN>Q2w={{7z~F0JpMd^>Gd{MRR$jVppx7kZ`EKjCya zkr&~==k9M7w^TEkQ~Pp76GR?)8L;nru|BeDo!iZaRn^YLt3<6>zE`|Z)G+NazcTMk z{5{#ZpFcfztq*hd;)wqDC^D(+c;xd%?83_zp5Xhbp>o;vip=7|^WE+5-%fVkY^!9x=2D~aAC&NF}8S$W0gqjB~xm*w4>Yf*D` z*4v!*Ka;lIw4)T{{v?ftEbYd z>$UFYtCpE$PKzzel3aN$;iksf#o2DsH|}g+_3i9KPnr4$8fRrp4ey%e3f=lG9ee0_ z*xt%{|9>PdIw5yjT=i<(k+8mfKi${;`2Jo$XVLLH%`yU;B^?49`JVhpEV;(9HPquR zSAqFro0J_ac_EA98*{Ad3)lG@e$nEuHQDpNa?LZIC_d-8uN#V3qvovAaX%NDWjgmm z+NIAO({!S4ILGQeTgx}iegDdvhi?n5Wbu9&q@p%mbb5wH+4*~|@kVLkTc)nLb7A^yRo!TyYHExMSh&_H{BxdwQ#mf1h+NB>E!TgO78QW>vRcJ6lkH!6snp zYwLAKmR6a(k+1DCp2F#VQQ*qN9}1WCPl$YMI)7nG?R721C)qj|R(Pdq{dRUKuWR?6->x_*FJ66R>4Lh-xzhiyF8aEp%2j%rMU!8p#_n|KY33W#)?dC;srq}{ z4LgC7-lH{N9%+UYJ$kQV)bnxAzddX3$8W07IF$O&aq}7mIi5NXUd#LI>iy(rD8$X# z;CM7EKH}1qnJ)sL%WM}_`n%@W%ZbwELdM(U&*+xCpV2?(UH<_`F_|Z67ZYpd9P)m1 z(|`R8w)=TJ4<}kyg_KNf&|0%+u79cAJFVZnEvxH_H22yY>HR8Q+g?2>pugAGMM6Ms z&%>2f_v){lc7Gx1;%?T7|uecVdZR;z) z>BqcxmFZ@N2EXjPgC_`vY}J%qez3&ddgq^GJcat3Yu%hRmao_(8{gO*UCwo2ZvK>} z6%XFtP7ssHb5Aw9{6*dAm~m&ujvx(%^1pE>zB~`wEfToBegc=>*-u%^=W3-S3mvrZ z@8&4`;JLiJ-0R~q^KYAb?pyfi7hUCG=gRluSev}{hRx=S3nm|Ce&!Q6xzK5j*X`E< zhTPGaf+E}h&!4`dSoPh_&98Kwgl9Io`U^2$ZBtq2QPFwQd)=#hiwd>Gn8oLMU({V1 z*uO2CZBhKu`kWaSa~kUV?iN+P7H>G!@H>yUR&Z)#stDiY7uVQMzFO{S=(qjFazp3C zyQUtqZYfyVAJ@q0X!@3=qh*EVpMxwHa_x1mS?~rr8&>E#S6pAR*Y;#$zhr&E!=zk^ zpa*Ft@0_?~SF6?dn*QA<{rH-dPr{D4e_u*fBN8XyS=734Ps``nT6MB;31_ zevM()Oum<$`!&5Tm08!ou~-1YyFEIe7cBk`1ClHl_aX75Hrxj?Z) zXRk(_zOEx{AwON7C+XbAv$HCG8|E3;-`Y33X4~$$_8)mev$S-j?UpZ_74B|zd7D7& zB(}X1AL*7`PZeGA);2T!-LLBp4?WRZwe9ET`B$PtD!h5~CvE&{xFaWQh5GXOJ@4A% zc=mc(aI*y$WIO!7bac_RGgERRR9meVt3Oj*H%;#5_CG&1Z*yqfp<-@*S2aQCrNIo2 z%crvIS$BG|&)BKBFw^1oE-h7-pSl-z{$!fA_Lq8n#V29c)@=#g>ptwsy^;F9EVR$c zh5JyDgUCIZM7O<34`jr@JACHm{e0lA%DGbG;1BcmY`V-c$257@!MDdlmrQFpYiD%T z>F@5a4p-&re9C=NQ{QsFOuO=aLc_LOB5})i{_@yed$_2+)bP;1`?t4kdh7Q4$VdBg zlL`y!ZMU-dR{Ksp+wM~+e0FNdqhkzL19&cJKdYT|kb7~I<695ylAtId$5X5N-*_3l zwx50Sl$o_!p}tYQZK;w&<(011ww)}WUkaZ6vLa^UO{VS&m#9kaNqbexp4guBt}WpB zYWDZWiG>!;-@L9bXRZ%_rTD1lS)_2}diLA%J$xF2SZ$}4z1}YovrYY1Uiz|qCb?Ia zX52a0G^L^B>G`++imRmBr?y6%ntbnrS+l*US>T(+E9M<-HWvMuJ@Ne(r}h6ne01~q zyHTTj!b2^-Q~n>iZvM~YTKd6y&WcXvCi$n<_G`bKKc2hx!ik86tlEoLL+V2pule{> z*hiWv*z@VNefI-To&2_U)#H6)j-MuT+U(JI_$yM@`#EFLl@IUUZ%cHRZSmaeb^eWC zN%7lT=g-cRU-dmx?`KQL=|wz?Y~Aj9m)xrOIcG_3s)^xAzwo!hyb8_v+vc2)ZDMfX z;tO!Q=V$I#sP=A`9hbiMN2w(Eyv#Q z@6#RXXC641a7OQV#*L`7@U*nb$E|y0`}sITj?Xg)a_ySsV#2@Y`oal^O*e3Mo+*%> z@!+7$w+otX4inx#ITQVupzg%ab`iVlYe=1Nyn};-s{*(PFdM~NQFk>b_D`F({pb>@?N^%P{#@S2SlFrhg1=ZqN4Up!%1>6+%KGkFrF7fn zQXBUyZpgSb)82krP0>c1?$~sv()y*&u7UHM{8VP&lvsFL((kCkT7FxFt@g2-t5x$wgAqfYo1SO zXRg0;a@G9ltIs6<{hJB#4Yx?~?aKVv_$|jG#AFE{x4LUh1#mvkh=h(Zj$M*OB zbWT6P8y!dBf?0*VfiYB@|@OeD_ta__430asA?HP4zEkO}-txcSf_T^PxFP z+XDBR+}yrnucqFG6K&x)o0e{ojJcp8_#}eyf*xPgiX|tVGdd>)sEhdD= z<@WtzGt3Y9vtBwMrjz!!K7}`qO>CtMFQ@&*rUK6hA+!B1$(t3=1V^$aPFbaOH(9{9 zd@aAD7x&roM+z(Iz2{n=2%U3j*{RNL8>er1x~#TeqxiDX=H{&M7F-g;&GwKhSv?@8)Gcdp2O`}mn(x2@vn z?TpCRoF<>vI56*P<6bh+>Y&J@jiDwdjd&V99bqf#cUc_pb2$TpTts_)9nt zVV-P&ufJbXc)mfJLvzk@%f!cSyKSB&m0tbz)q3UmZx241`+c{Hz27nO;%44&GZ-IU z>8j#4EX&~+G2M2!H2T-Mz!@s@&ek^?X%(-UvxcqDT<6e*$=5zcZY@5lX7e&&{(TOS z0@sggzyG{%8uNgu)aO-5`r4h(H>$MU)`;VJcW1=}yV%}k+Y@V|E}uYAmJU<@=Dm2-AD=#1j4w-9`V`-m?We;1ergpTE&dv9Tl&N_qWSBG?;Wp_IW`KX z*RPAw44T-xmeu%X{|Oak_XRdnoi@}aJP`VGhvDo)(K4~(Nj>tZzn;ELtn16;lo!-| zxWeUj*NdY!pL**pe-~@>xM|{t>)m!2*6yFxarUmoidt3f4yntJR6gxo;_v)uijSy# zy01@6=tLdOFQ-3SCB>yakk3|?HB984=QZi)srSwGw}b_c=xiw8-#9<|XuS`QnL^DX z@2`5+%P;-?s(juhlBwru>u%2jd9Bmg&T`%tdpRk5&VQ}@?qTfm${GFoUtaHGEV|g@ ze(GPa{?V5~^Cn(c{^Nnq_t);{XE-SFS-zUo(9)H&q-6hfSTRGb4z4v%t}dvun#xBmPm0Idrq-knEv(U>)su$S=*e?&s%(c zhvuoAZIhCIZEx(iXgl@ukIRxDXAgc$|FJi~`phMZGq%>-E<15~(VF}0tX^|MkJWS^UUW`k#iV%F*J3g% zn%zfdbCgdN*LmTVQ>S;~Pt`;IcTIH%=6#M5u`%CV6kl}vgwX;vfBw!hK7OLwOBd-C zw;a)O`zH4`jAgyzo%kKme^ME%>+X?rc2|m5AtP2j3h~s(x8p zl&ofSZjxEF{x(zNiOZQdJRfaK`Y&{fpCd4G)p3pc^$RZLO$_P2cYi{|ub2J1s@Ss= zJ(ztTGPrB}WxNuc)W5~|_ZnaSb&auoUsw3wj!Y~&k+Gp$JK~3vGVksdhqQ`iKQ6^9 zu&=#goh152XUS!awu3j=cdd_o`F3{2&Qo_2JhZQEG|9Rtd|hf~h*a2wzbowY*U7C> zY&F(q+MjLlt(2{P+0*b}mG{Hdbb7X=h4odmuQ@cY+U{S;qx=mqQ=Ruu-(%15X3p%e z(inBWLkG|F^VMBbd*j+)C$Bv>{4z_Yj_e*&zm;TSmFnGE{;;`%4 zWAT&1@9M|4eZ0}?d-?yROC5n17jiBUIAQ(Y#(hOgrp-q!p>@|bPFT7?G*MLGQjY9y z!7r-t7J_f~Umm)0G@#dX#ix%)4^u1PI_`>o^M)q4$Q>r9N|K5kwe88kaNMdPRF#m67+ zZgDN)db}WUe#Wh15#6Fi)$Q(iPr>?{9a}XXANY~lcdKmbf%U!h zt=rii>0IdU{XCa@kyG6*_O(ySKTdEHVmX<==$z>MSeHF^CwJzm-fvy;`mT({Rc{xK zxcF6E*Slklcl>^Hn8%(|?gZb4bp5cj3qO)nw^`NAcRc=>x2w(jro7#{33RhsC$@k8bz0OkHLEgXu;4<(cZHnu3cJc+Kn0@BJ3Kv~pUP*SR2%Jx=p4Ju?1v zS)*KMvh_^auMWP7Zdc0q_w8JNY{LAU?Q;3Awyatz-}&(8$p1=R6SiAAe$MTjbKZBQ zQsNyWbbS`<+z&oBeS&hpGD9WxyNB7+)Mp!Iy|K9bzAK4qwPmZqW?#09Nqlj$E0*09 z`8Z+yuJth*+r1rm`cD_M$2~anWS3giVV}c}>wfVU$w#9FD=sQESyhpzWbS;PNtqp57g z1J{!bM~bV{`VD!1UHvgL{L$I{Wrq?x^`0rOk~}6}$obaiXyEk+ZofI79^PHYesNF4 zvZ=FPKe~48MpfLpx$axJer#xZQ;>J)Ir;g)D{Blcl&g8w z*IV6Ux9#P868i8}_`=O~lcxV|_^P^HW3ue~-p}$^J?>mTdC>8`^{Mm+&EXm{FNy+B z&6elZw<|a~v+IrVTSKwdc5SWrH$RUa%-(m=WOmD*Ftb+{IcNs{EjQ1 zU%lJa^lYY(`XAn4|2l@f8>a>BFXr-`+Y&J0_O;*N>Ul0dw|8>+c%Cg*dz$~t*=r5= zc4!pbT$i%*k=5Lj^Aqy}3RfShRyaO0h5zQ#_5D0IQ{#i{na*#%5Gr><(_(MIRHDI z$-mFvv>XmTk~@R-)dkm659aLI^0Do1uy0=J#7AdD#Xqa;eW5vBx|uIJ>s2F1pS@l0 z1*y%`oaWfYKbgC4$B8zv?D&$K2jp_QD|dUDyCxoa(*Gp-vW#+Ells)I52wzW%s!^l z?JE7OXs~SoOtLz zEC0)w*(;_ux-$uHS9D^M(PS|&HZ+~?n9U>)VWngrV)#@bmb6MrLIvQnLoaM#Rq%f`cd~AVZu-F~}SBFIIl_iQk3sqL_xez0!Bx03eqtPSYI;FLA)q&*Y zF^awqQ(v5HxVUV>K8}NlIf@p)Gy*vi4X10j1l8}@-g-e|;l;dy#hH#h7b7kvWv%6U zIOkPnJV$8huH)B16IG}nOOAZi0yms^HAqT(YgZ0 z&$|LD9;$TJAJXn$t+j`hvq8Y(c&|3o$@d2*g&$zuxpTp!j!k#I*$A?2bQJi`xQd}r zri+2m$s)_um9s?I%an6jXEa~uhY$-=a9J_3-iQ`rtFlR?;9K|Ss-Vu(|WFKPKMhIoi%snGT(oA;GQ(Qcfo9y z?bEikRvTIC-d>bZXTRu<*o2o1LHiHvD-xQ>l~JvJW?}Qqzf5P$x8Clb;`HZH{r%~8$GZ^fytv8rzrzHZs}e$}Pw`~0CN z7YEMXxAxQ(Y|(T^=NUQIq)HO24M(izgH zdrWTdJCvWEdRNeMWzVsYu?cJyB*t=jNFFLjo>{%eV;cSCDG?=o~*%6+8g z`4YBtnXiprGDoE*-SXU0y@EZ*I>|rU&+F5iTh3oz+s$2?nsdQr)$?ug@%0%KoTezY zI>csN+$bBhE%3VCwZ*B&LJb(W#9EGD%ofVh}{3ezzHJX_jS|zkK z+Um%IKk5}Gy{{fQJu#d1Q)Bgsuw6_0>u>B{>S4HQ*N=>;p`7=Z-Z#B=r|{+K)2r%D zzZdnMQ5U$b*e-C=QRZiT7jNifgO^2DW&4?(KCQ5DomCpFIq7z&j>+`hkA$xEbO~zzyg%~p4cSt5I8;XRd(x&kr;fe;dFez}-j0%<`Cso`>5iLNm^a;= zP0&_+M`ZNfizZSV9nwrCo$Tx7+>e+k=iF&~@ipGG?54Ku>ZuL|$#d^qI~p4!AS=el zU1(vs%WU4Wk|!_bO}4z;eNLoh?Xm;nGHY+?&NjL;->Y7`H0@aMN%osgkHUftO6HhZ z=wA|JJ$mR(rhD(hpa6mEU1hF|U5lo9H97_>l*a|XxMasRW5<6hXX#~TR}L-iU$!87 z<8`Yf6A#(v%NFD%*c9X+&+d~>JvUj*rY-sfr%=Ensq#|4i?Pz8vaW8-eQ%<#E?*+K zxAG3tLe*QxG&HK}og*7R8ZNMwbGAI&njmj}Povl*!6@UDy+_d7MduQ&8z-H5v1#2c zi4B6>xAdkg_C4eEO7f;!_&K4>6ZOwsW<87er!g_iMs;6kQq1+_CLho2sXvyfTs)rM zDAV`LYX2+ulWRBjRtD{x<{LF%Pf0+3)=U$&<377~J$rlFF!XNt*I)HNi+oC(R?bhA zG`Ebuy4j9j@XNbOj^Cvd&xx6Ky*}rBX#JH%JNJLHanZgL*86p4)3X)zEyf-jgJR2$ ztvqk~wX#DZYF_cGswj8icJ5uZ+qCGqM6ute z;>mrDVvkq$X&>@h*1605@e0AvBlX(eo%Q`67cM+(p`K{Edh^NUZ$kO@mQ==^^G{pc zeY9j++#wmBb042Pc-t*5Kkv`B-TObsdDuws`#o>rFW}7#_cw;I_W<-_gFC)!!c8&-}Yr(Cy~2+4o-`sr>Zi!He_X1)iU*K6t%b+4KnK zv`>7CHP5Vna?wV-J^fI`IdhK1v1;8yJ9Xx#H&5R5XX3iYpH4seoD^y=&l_&u-5v4Y zf9HbTb1!DrS}(4A`LF5T(yRQB&wjf2=hL5>4HCZUhwCr?NwWEIGvR#R;d>wd&2AQ# zKXC8gXWwHBSR|PvCH~5O^-2y1mpsh8Fq>`d%@Yrlw;hh#==^QwTpvXh=}r1MNB*Tf zf3s*#?=t7ILbIgL9~0`1?VGATp{+LEK4LQCeqQEk>-_$EdwY0(XrF245NNtD%y=$e z<-yya4=UeO#Ls@rt#`R?X?N@X-S&)j>C)Ac7hjHF^j<-7e`Aur!u1NP#u!!Y{c(K9 z-kknYbZl9Um1g+1d6HJUCF0NBoTGc=QBK&joR77q{%NLPW|J?Hwu_V9S6B0)=f{l& znW@>q<$vOS6qFguPwYM7vZP^2YY*?oZCx$(GV=clf3Q8;`!hRPh39B}vjhk0r}~t& z+Kh^C-}=l{dch{he>1^scAfvNKQ=QAUG^3GoH(a{y!+zOAL&moZ}G6yZqKo^lJ8~T z%*Gnsx_SEhZ~tt5325F}lElZx^SAQk<>*ZX@;o_VMYIN zYb@{2_lvW=F|)7zb?W6UxxrQ5^7Z8w6C>A$?94cJBE}@s{M{|3={j4=cV&IfdK2@Z z_)`JbE#b0*&vrhkTm9nex1Se(^VdI}BtLEW^w+B5LX)(AX|-Ku)SG_CM74b9lP#0i z-+xqmuyekR9sdSP-R~bmR=ei6@A!25WJLj=S<)Ko)O36ObEi0WNCu~@Z@%C5Vfwe- z>+7dqcD4LtlV)tDf8IT_)wQQ>`kNvno%GL>U#>~Hzd`WdWzGq8s~IY5e!RLnd2iRJ z!!LgxG}%+-Q2+Y&0jsj89L1}*^Nvili8Gt4`DEqPB{>CqkD4y(%>8kR?{;eS8_nut z^ETI(9f;d(FPM1GLDBt$qNk?i|M-r#qWAyrAkUcpQrMp*k#u~NsGJLp{_||D;ue<%T~s^E&UNdf_U>)Za)UpY%+B>#wO4WG)|*SkW|#h#iBfl0s-3*e z^Ln#YQ~#`2SwH=kO^Ecl)Nxdv_tmvG#r|sQmmg*naXGrh?@Ks8|3Y{@t98e6`8&E63whl?%J8Ksi^^zQ6+HP?5XJsLO-lV%hR=zM9X{dvn%#2y z>z9?L7T>E&h z8hlgRWxl}xeDrmkkLuBL_-X0FbrZYE}qh6aWP zMutv~E(T7fW`<^lb_zCxluVyf#bi-`;k2G}pvbY0UvsZ)jk-GR+S)5?Uj_MThPn!0 zbWxI$^)PA4P&(zq<5S6U=)i#!%o3Fhp7IB*J$QP2Ro>*6emY&hcJAKdA{Uo`Jsr|6 z3XcTC+H{25&rG(Qq{6M@nwEHO{uj4tR|J_0@4n1yHJMP=@jI@(_Xz99{V#6#%u;x` zqP}nK5>}z!7cbOuCqx7ucirS=vqW~1#ieGGmkMznr!K~-e{?k3Z>2Yp;iGfW)_l(i z3NMxJs<<3l(*9+V-6elEj~1RuiYL;-=65;y?c36(xLtLv;EC1Y*&?4dt~X`-S$SQG zooRlQp+e-Tq6!xTU6{op*Ax}(u=QK~vcwt-#kG<%?#w=rQxpBE@bt9gn|{$; z;?o{&PJMqV=u|Xcx$bfHX`g03{o)lLsr=ets`T#NbyMnHuIcbh=c-|n=Q1%h<5E?1 I^>^a}0K3?vzW@LL diff --git a/EEMLA.run.xml b/EEMLA.run.xml index e2f2de4..90050df 100644 --- a/EEMLA.run.xml +++ b/EEMLA.run.xml @@ -41,7 +41,7 @@ > ]> - + latex EEMLA.bcf @@ -64,7 +64,7 @@ english-mla.lbx - + biber biber diff --git a/EEMLA.tex b/EEMLA.tex index eb2776c..633ada4 100644 --- a/EEMLA.tex +++ b/EEMLA.tex @@ -195,7 +195,7 @@ The attention mechanism serves as a noise filter and integration component, allo \newpage {\raggedright \normalsize \textbf{Implementation Hardware & Software}} -\section{Implementation in Rust Using Burn} + Rust was selected for its memory safety guarantees, zero-cost abstractions, and deterministic concurrency model. The neural network is implemented using the \mintinline{toml}{burn} crate, a modular, backend-agnostic deep learning framework designed for Rust. Burn enables explicit architectural definition via trait-based modules and supports GPU acceleration using backends such as \mintinline{toml}{burn-wgpu} and \mintinline{toml}{burn-candle}. This design aligns with IB Computer Science principles of modularity, abstraction, and system performance. @@ -226,5 +226,7 @@ The \mintinline{toml}{log} crate provides structured runtime logging, while \min \printbibliography[heading=none] %\printbiblist \end{flushleft} + + \end{document} \}