From 33dcac6edab902bfb856aa2194bac45a5bdb7b81 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?David=20Benqu=C3=A9?= Date: Fri, 4 Sep 2020 17:32:05 +0100 Subject: [PATCH] Organise repo --- Pipfile | 2 +- Pipfile.lock | 128 +++++++++++++++++- loop.tikz => TikZ_tests/loop.tikz | 0 .../operational_loop.pdf | Bin .../operational_loop.tex | 0 .../stackexchange_2.pdf | Bin .../stackexchange_2.tex | 0 .../style.tikzstyles | 0 .../FR_daily_deaths_smoothed.svg | 0 .../python_outputs}/FR_death_count.svg | 0 .../python_outputs}/FR_tornado_spikey.svg | 0 tornado.py => tornado/tornado.py | 14 +- wave_loop.pdf | Bin 39031 -> 0 bytes wave_loop/wave_loop.pdf | Bin 0 -> 39194 bytes wave_loop.tex => wave_loop/wave_loop.tex | 0 15 files changed, 136 insertions(+), 8 deletions(-) rename loop.tikz => TikZ_tests/loop.tikz (100%) rename operational_loop.pdf => TikZ_tests/operational_loop.pdf (100%) rename operational_loop.tex => TikZ_tests/operational_loop.tex (100%) rename stackexchange_2.pdf => TikZ_tests/stackexchange_2.pdf (100%) rename stackexchange_2.tex => TikZ_tests/stackexchange_2.tex (100%) rename style.tikzstyles => TikZ_tests/style.tikzstyles (100%) rename {python_outputs => tornado/python_outputs}/FR_daily_deaths_smoothed.svg (100%) rename {python_outputs => tornado/python_outputs}/FR_death_count.svg (100%) rename {python_outputs => tornado/python_outputs}/FR_tornado_spikey.svg (100%) rename tornado.py => tornado/tornado.py (74%) delete mode 100644 wave_loop.pdf create mode 100644 wave_loop/wave_loop.pdf rename wave_loop.tex => wave_loop/wave_loop.tex (100%) diff --git a/Pipfile b/Pipfile index 1853d1b..28c731e 100644 --- a/Pipfile +++ b/Pipfile @@ -10,8 +10,8 @@ pandas = "*" ipykernel = "*" traitlets = "==4.3.3" requests = "*" -json = "*" matplotlib = "*" +scipy = "*" [requires] python_version = "3.8" diff --git a/Pipfile.lock b/Pipfile.lock index 9bf34e8..7fac7ec 100644 --- a/Pipfile.lock +++ b/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": "39bf7c3398702cc783c25e4ea67e8021a5682a926e629ce1e515181901957ca2" + "sha256": "3662e3f611de69c35c4fb2a10b0cca4b3bf529f9e73af2fedb5824609080766b" }, "pipfile-spec": 6, "requires": { @@ -37,6 +37,13 @@ ], "version": "==3.0.4" }, + "cycler": { + "hashes": [ + "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d", + "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8" + ], + "version": "==0.10.0" + }, "decorator": { "hashes": [ "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760", @@ -94,6 +101,63 @@ ], "version": "==4.6.3" }, + "kiwisolver": { + "hashes": [ + "sha256:03662cbd3e6729f341a97dd2690b271e51a67a68322affab12a5b011344b973c", + "sha256:18d749f3e56c0480dccd1714230da0f328e6e4accf188dd4e6884bdd06bf02dd", + "sha256:247800260cd38160c362d211dcaf4ed0f7816afb5efe56544748b21d6ad6d17f", + "sha256:38d05c9ecb24eee1246391820ed7137ac42a50209c203c908154782fced90e44", + "sha256:443c2320520eda0a5b930b2725b26f6175ca4453c61f739fef7a5847bd262f74", + "sha256:4eadb361baf3069f278b055e3bb53fa189cea2fd02cb2c353b7a99ebb4477ef1", + "sha256:556da0a5f60f6486ec4969abbc1dd83cf9b5c2deadc8288508e55c0f5f87d29c", + "sha256:603162139684ee56bcd57acc74035fceed7dd8d732f38c0959c8bd157f913fec", + "sha256:60a78858580761fe611d22127868f3dc9f98871e6fdf0a15cc4203ed9ba6179b", + "sha256:63f55f490b958b6299e4e5bdac66ac988c3d11b7fafa522800359075d4fa56d1", + "sha256:7cc095a4661bdd8a5742aaf7c10ea9fac142d76ff1770a0f84394038126d8fc7", + "sha256:be046da49fbc3aa9491cc7296db7e8d27bcf0c3d5d1a40259c10471b014e4e0c", + "sha256:c31bc3c8e903d60a1ea31a754c72559398d91b5929fcb329b1c3a3d3f6e72113", + "sha256:c955791d80e464da3b471ab41eb65cf5a40c15ce9b001fdc5bbc241170de58ec", + "sha256:d069ef4b20b1e6b19f790d00097a5d5d2c50871b66d10075dab78938dc2ee2cf", + "sha256:d52b989dc23cdaa92582ceb4af8d5bcc94d74b2c3e64cd6785558ec6a879793e", + "sha256:e586b28354d7b6584d8973656a7954b1c69c93f708c0c07b77884f91640b7657", + "sha256:efcf3397ae1e3c3a4a0a0636542bcad5adad3b1dd3e8e629d0b6e201347176c8", + "sha256:fccefc0d36a38c57b7bd233a9b485e2f1eb71903ca7ad7adacad6c28a56d62d2" + ], + "version": "==1.2.0" + }, + "matplotlib": { + "hashes": [ + "sha256:0dc15e1ad84ec06bf0c315e6c4c2cced13a21ce4c2b4955bb75097064a4b1e92", + "sha256:1507c2a8e4662f6fa1d3ecc760782b158df8a3244ecc21c1d8dbb1cd0b3f872e", + "sha256:1f9cf2b8500b833714a193cb24281153f5072d55b2e486009f1e81f0b7da3410", + "sha256:233bef5e3b3494f3b7057595ca814f23ba0ce67a03632ddf677be5132128b3db", + "sha256:2375f039b8c6ad6c1d03f01bf31f086bbbf997bf25e246f3b67f69969cde3d98", + "sha256:24392ac1a382ed753505286f1a1483bcfd67ed0c72d51be10c4c2013e386d0b7", + "sha256:282f8a077a1217f9f2ac178596f27c1ae94abbc6e7b785e1b8f25e83918e9199", + "sha256:2c3619ec2a5ead430a4536ebf8c77ea55d8ce36418919f831d35bc657ed5f27e", + "sha256:5a42c84264a1acbbf01c073a7bd05a0e80d99f94f10020d613b1b0526af9dcc2", + "sha256:636c6330a7dcb18bac114dbeaff314fbbb0c11682f9a9601de69a50e331d18d7", + "sha256:6739b6cd9278d5cb337df0bd4400ad37bbd04c6dc7aa2c65e1e83a02bc4cc6fd", + "sha256:6d0f03079f655ca0a2d2e0bf49c28e1ec43d9d544c33d8da1a88765f23018ecc", + "sha256:73a493e340064e8fe03207d9333b68baca30d9f0da543ae4af6b6b4f13f0fe05", + "sha256:79f0c4730ad422ecb6bda814c9a9b375df36d6bd5a49eaa14e92e5f5e3e95ac3", + "sha256:83ae7261f4d5ab387be2caee29c4f499b1566f31c8ac97a0b8ab61afd9e3da92", + "sha256:87f53bcce90772f942c2db56736788b39332d552461a5cb13f05ff45c1680f0e", + "sha256:88c6ab4a32a7447dad236b8371612aaba5c967d632ff11999e0478dd687f2c58", + "sha256:96a5e667308dbf45670370d9dffb974e73b15bac0df0b5f3fb0b0ac7a572290e", + "sha256:9703bc00a94a94c4e94b2ea0fbfbc9d2bb21159733134639fd931b6606c5c47e", + "sha256:bc978374b43737f2bbc4a6ec48e52ae8c92be6278a80d0e2ce92f0eb0841f15c", + "sha256:bd8fceaa3494b531d43b6206966ba15705638137fc2dc5da5ee560cf9476867b", + "sha256:c4ffb25b9855bdb6cdaf21bbd4ab2c229be539248304ac5215b94c816ea6e32e", + "sha256:cc2d6b47c8fee89da982a312b54949ec0cd6a7976a8cafb5b62dea6c9883a14d", + "sha256:e4d6d3afc454b4afc0d9d0ed52a8fa40a1b0d8f33c8e143e49a5833a7e32266b", + "sha256:f62c0b9a5d38c26673a8862cbae4d26cffcda260848e4278246b4e00f5a95eaf", + "sha256:fab11637734eb14affb9c5e20d44d69429c18b49595d6e67c69295de24827fc4", + "sha256:ffbae66e2db70dc330cb3299525f97e1c0efdfc763e04e1a4e08f968c7ad21f0" + ], + "index": "pypi", + "version": "==3.3.1" + }, "numpy": { "hashes": [ "sha256:082f8d4dd69b6b688f64f509b91d482362124986d98dc7dc5f5e9f9b9c3bb983", @@ -169,6 +233,39 @@ ], "version": "==0.7.5" }, + "pillow": { + "hashes": [ + "sha256:0295442429645fa16d05bd567ef5cff178482439c9aad0411d3f0ce9b88b3a6f", + "sha256:06aba4169e78c439d528fdeb34762c3b61a70813527a2c57f0540541e9f433a8", + "sha256:09d7f9e64289cb40c2c8d7ad674b2ed6105f55dc3b09aa8e4918e20a0311e7ad", + "sha256:0a80dd307a5d8440b0a08bd7b81617e04d870e40a3e46a32d9c246e54705e86f", + "sha256:1ca594126d3c4def54babee699c055a913efb01e106c309fa6b04405d474d5ae", + "sha256:25930fadde8019f374400f7986e8404c8b781ce519da27792cbe46eabec00c4d", + "sha256:431b15cffbf949e89df2f7b48528be18b78bfa5177cb3036284a5508159492b5", + "sha256:52125833b070791fcb5710fabc640fc1df07d087fc0c0f02d3661f76c23c5b8b", + "sha256:5e51ee2b8114def244384eda1c82b10e307ad9778dac5c83fb0943775a653cd8", + "sha256:612cfda94e9c8346f239bf1a4b082fdd5c8143cf82d685ba2dba76e7adeeb233", + "sha256:6d7741e65835716ceea0fd13a7d0192961212fd59e741a46bbed7a473c634ed6", + "sha256:6edb5446f44d901e8683ffb25ebdfc26988ee813da3bf91e12252b57ac163727", + "sha256:725aa6cfc66ce2857d585f06e9519a1cc0ef6d13f186ff3447ab6dff0a09bc7f", + "sha256:8dad18b69f710bf3a001d2bf3afab7c432785d94fcf819c16b5207b1cfd17d38", + "sha256:94cf49723928eb6070a892cb39d6c156f7b5a2db4e8971cb958f7b6b104fb4c4", + "sha256:97f9e7953a77d5a70f49b9a48da7776dc51e9b738151b22dacf101641594a626", + "sha256:9ad7f865eebde135d526bb3163d0b23ffff365cf87e767c649550964ad72785d", + "sha256:9c87ef410a58dd54b92424ffd7e28fd2ec65d2f7fc02b76f5e9b2067e355ebf6", + "sha256:a060cf8aa332052df2158e5a119303965be92c3da6f2d93b6878f0ebca80b2f6", + "sha256:c79f9c5fb846285f943aafeafda3358992d64f0ef58566e23484132ecd8d7d63", + "sha256:c92302a33138409e8f1ad16731568c55c9053eee71bb05b6b744067e1b62380f", + "sha256:d08b23fdb388c0715990cbc06866db554e1822c4bdcf6d4166cf30ac82df8c41", + "sha256:d350f0f2c2421e65fbc62690f26b59b0bcda1b614beb318c81e38647e0f673a1", + "sha256:e901964262a56d9ea3c2693df68bc9860b8bdda2b04768821e4c44ae797de117", + "sha256:ec29604081f10f16a7aea809ad42e27764188fc258b02259a03a8ff7ded3808d", + "sha256:edf31f1150778abd4322444c393ab9c7bd2af271dd4dafb4208fb613b1f3cdc9", + "sha256:f7e30c27477dffc3e85c2463b3e649f751789e0f6c8456099eea7ddd53be4a8a", + "sha256:ffe538682dc19cc542ae7c3e504fdf54ca7f86fb8a135e59dd6bc8627eae6cce" + ], + "version": "==7.2.0" + }, "prompt-toolkit": { "hashes": [ "sha256:822f4605f28f7d2ba6b0b09a31e25e140871e96364d1d377667b547bb3bf4489", @@ -190,6 +287,13 @@ ], "version": "==2.6.1" }, + "pyparsing": { + "hashes": [ + "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1", + "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b" + ], + "version": "==2.4.7" + }, "python-dateutil": { "hashes": [ "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c", @@ -245,6 +349,28 @@ "index": "pypi", "version": "==2.24.0" }, + "scipy": { + "hashes": [ + "sha256:066c513d90eb3fd7567a9e150828d39111ebd88d3e924cdfc9f8ce19ab6f90c9", + "sha256:07e52b316b40a4f001667d1ad4eb5f2318738de34597bd91537851365b6c61f1", + "sha256:0a0e9a4e58a4734c2eba917f834b25b7e3b6dc333901ce7784fd31aefbd37b2f", + "sha256:1c7564a4810c1cd77fcdee7fa726d7d39d4e2695ad252d7c86c3ea9d85b7fb8f", + "sha256:315aa2165aca31375f4e26c230188db192ed901761390be908c9b21d8b07df62", + "sha256:6e86c873fe1335d88b7a4bfa09d021f27a9e753758fd75f3f92d714aa4093768", + "sha256:8e28e74b97fc8d6aa0454989db3b5d36fc27e69cef39a7ee5eaf8174ca1123cb", + "sha256:92eb04041d371fea828858e4fff182453c25ae3eaa8782d9b6c32b25857d23bc", + "sha256:a0afbb967fd2c98efad5f4c24439a640d39463282040a88e8e928db647d8ac3d", + "sha256:a785409c0fa51764766840185a34f96a0a93527a0ff0230484d33a8ed085c8f8", + "sha256:cca9fce15109a36a0a9f9cfc64f870f1c140cb235ddf27fe0328e6afb44dfed0", + "sha256:d56b10d8ed72ec1be76bf10508446df60954f08a41c2d40778bc29a3a9ad9bce", + "sha256:dac09281a0eacd59974e24525a3bc90fa39b4e95177e638a31b14db60d3fa806", + "sha256:ec5fe57e46828d034775b00cd625c4a7b5c7d2e354c3b258d820c6c72212a6ec", + "sha256:eecf40fa87eeda53e8e11d265ff2254729d04000cd40bae648e76ff268885d66", + "sha256:fc98f3eac993b9bfdd392e675dfe19850cc8c7246a8fd2b42443e506344be7d9" + ], + "index": "pypi", + "version": "==1.5.2" + }, "six": { "hashes": [ "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259", diff --git a/loop.tikz b/TikZ_tests/loop.tikz similarity index 100% rename from loop.tikz rename to TikZ_tests/loop.tikz diff --git a/operational_loop.pdf b/TikZ_tests/operational_loop.pdf similarity index 100% rename from operational_loop.pdf rename to TikZ_tests/operational_loop.pdf diff --git a/operational_loop.tex b/TikZ_tests/operational_loop.tex similarity index 100% rename from operational_loop.tex rename to TikZ_tests/operational_loop.tex diff --git a/stackexchange_2.pdf b/TikZ_tests/stackexchange_2.pdf similarity index 100% rename from stackexchange_2.pdf rename to TikZ_tests/stackexchange_2.pdf diff --git a/stackexchange_2.tex b/TikZ_tests/stackexchange_2.tex similarity index 100% rename from stackexchange_2.tex rename to TikZ_tests/stackexchange_2.tex diff --git a/style.tikzstyles b/TikZ_tests/style.tikzstyles similarity index 100% rename from style.tikzstyles rename to TikZ_tests/style.tikzstyles diff --git a/python_outputs/FR_daily_deaths_smoothed.svg b/tornado/python_outputs/FR_daily_deaths_smoothed.svg similarity index 100% rename from python_outputs/FR_daily_deaths_smoothed.svg rename to tornado/python_outputs/FR_daily_deaths_smoothed.svg diff --git a/python_outputs/FR_death_count.svg b/tornado/python_outputs/FR_death_count.svg similarity index 100% rename from python_outputs/FR_death_count.svg rename to tornado/python_outputs/FR_death_count.svg diff --git a/python_outputs/FR_tornado_spikey.svg b/tornado/python_outputs/FR_tornado_spikey.svg similarity index 100% rename from python_outputs/FR_tornado_spikey.svg rename to tornado/python_outputs/FR_tornado_spikey.svg diff --git a/tornado.py b/tornado/tornado.py similarity index 74% rename from tornado.py rename to tornado/tornado.py index bbde823..cc801cb 100644 --- a/tornado.py +++ b/tornado/tornado.py @@ -2,7 +2,7 @@ # %% import pandas as pd import requests -import matplotlib +import matplotlib.pyplot as plt import json import numpy as np # %% @@ -23,12 +23,14 @@ df['death_change'] = df['daily_deaths_avg'].diff() # %% df.fillna(value=0, inplace=True) -poly = np.polyfit(df.index.values, df['daily_deaths_avg'].values, 5) -poly_tornado = np.poly1d(poly)(df.index.values) - -# %% +poly = np.polyfit(df['death_change'].values, df['daily_deaths_avg'].values, 10) +poly_tornado = np.poly1d(poly)(df['death_change'].values) df['tornado'] = poly_tornado +# %% check B spline +# https://github.com/kawache/Python-B-spline-examples + + # %% Try to smooth the curve with interpolation # df['death_change'] = df['death_change'].interpolate(method='cubic') @@ -41,6 +43,6 @@ df['tornado'] = poly_tornado #%% #df.plot() -df.plot(x='death_change', y='daily_deaths_avg') +df.plot(x='death_change', y='tornado') diff --git a/wave_loop.pdf b/wave_loop.pdf deleted file mode 100644 index 711333ccacc0f305b030054ce92acc588d4e73b5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 39031 zcma%?Q;aSQ%%BHnY}>YN+qQA$jBVStZQHhO+xEP(-){E5+M8|Cq)pnicTZA~DT<2I zG10R@lg%%WtV6RCG7{PuTS4>kLNmyk*;+VT5;C!IG7|nDfo2f@Ywc|2NXQ^=ZRBhw zYGz_*Y6i{E5AEdaXl7&s?Y=ppIpK)If!OmzqsWz@1|01(u^?YfdJ<$tH6iqBBpXv9 z)jm#YrUBruW5R^zDkf!6lTIOxW{d&fy%Ik%BF$o&m=$-N=kLSi^QypGQg)AfeFRle zFE>n=lD0(IIAQC;{$+!5(3NW@@XI`BtfknNCWHTL|q12APJRae_^rmdeS~J>1GmwN7B-U6|`?x!?6B|fJ9DBE= zT8>t|2-MV>Z?x8}Rc&Dvf)V@BDK&k7v1?V6a%(+j>||xWD=hGL0SkEsRhTJqhPJq zv>?WQS9-8%uJ}j(f)`GlMa%asuMEbuJvay9Bq%&JTa+Z3n8HSqZz`KBM?||?6PK?ufrq76y*kpm$)07yas%ll<@I6f6_(?btQvL% zp^Jvf7rvxwL?J`wLwed0*-TT7s?8&zMbpiC!KwfSfD5XzJ_C5hI!6m*$+;jpd3hxk z&z3h$(Ee;x-?7sPsM+4QYXuZp0jyiZwPz^%D#>!|9iFZ}QONXriu<;R5{9_oGmhz$ zcSZP2AKUQ>5WVNF@a}+H7CEPsk%>rUS!L%;Aj&`riXkU`g$TJBykZqf;?<7d@BB)3|D%S*S+)#M9TzGhINe0=5{T&bCVjwy(jOav^tjxGyy%Ty?dwkpoK z5Aa?N2FUZCMK)&tO1OXJT+|99(w9SITw60I_0iSgNCtJ)l6O~dw0%tL({apvneSRh zT=?C|T=jg!PFx}JDHF8IQBoqekP-^Ts2(H;Z`$C5i9C7H1UD*Ko)MH*uQz*E*0yrc z=`d7&Jlp!Vb)@C)zA^FrT;6g0H3TXsCTS|RfQ`j432sQ1%pcqIs-$R>eosyh!nZ%g znZtzOBZR{Xqa8>#_9qAJ$jo5I!z>D>f-OMEmQ2PdZ6MO6S5Q zH8^re=?v^KQ_vyFCdcCfzhv1!L8=$HpX`RP0|P%hpJ+hKnw+k8BPjXG5k*WE$AkJp zd%va=bTLpG5n*qL0G8tIE3nsd)-wR-H9L!S=cgsY zi7Ne(<`Mi_?U{q_e<6p56#fq+rr(&@ztGm-zaVbJcpnb@k4M4B1_=q@5h}_D`C|^~ zY$C(?m}as1f&s6SglEm-VhL1Jq`J#gOlU~RP1ePVl6Q}}OR@Z3*NBdvwa3vVkI2;6%T1rUkNf@O}a5=Ynwhre5E7GZ1vY?_$)M zRIK=-Kf@oR{&nzBNu!yw`50GUU@J#?oGHv)x%shtDY)5mCE-7dQ}}>RsjEHd?CQ3? z$+GDH+N&FFtPnV z>|r8gW@Kjj9}+PWGO@F=u>X(CLdf_(CLt3CI|uXsC!?a@z!bA}n*3pounF6T_7S&t zc6Ri@VPJ1>{{(h{ySX7?XA9c9xk1sV^}M zdK4B{-?pSSP+(JCYoO_BAai(pb9sDnav&HKl(%2ZO|D0v;b^^@X`n|~AS@old8h#4 z<=Ne#g~`FikDv5kk3Wi8i$Lie9b6XxR|v>05WE`M7$G1J6APLAo3Dt{QFb6T9u=DW zrm^B0&)d`~RBzQx25lA6qNP(r*9;iW+Sb@T)rN zF9@vI)a>{vQEO#!du@IV`KKGkx>`1Xu*?ksBOYrW>E4%9P)!>?-xA@^j|uHt95CL# zfE%cxxgo%={nz~$Z5;Z!t*N1+BB!Q@X?zIU6qvEC5f}uO>=-k9C+7lal(4A}HpV9V zdiN(rFQ&#iT5cB(FuRRONK_5W=*w^~aKe?rt-Zm+!^Ekz@vTODWMH&wr-f@uZe{Tg z<_{MS(RWH-dJ4(>^Uo$9=I_O|MSKp<_?3X6Ef_P)Zxtj9hL^ZYd`b|EqV}}_`5kev z05eQJi+@f;L_|^+8jv#((2g7()-QD3sS(1r&ct`xdk+W!gBOpN|A!ZnAOVfj{uf4I zT2ccI;{NqH$n(Qz+o2x{2n$R9^yD&@AxLvQ2+?;0fF3;acj#`$t=SRcoVjNXpT+;8 zZq6_7d2eiL8s7BiVeI=3zzqE_yu8Y4383=e=R!>EdJDwh$xaT$2g8Hn|4~PD)&Q>J2WfpBHW5`M$Q(-}7CKspqG!s-X)X(qDDpJ&rR!0xEds7M8DnBbw`6K%=p-qxg__ za=sL<{uobR^qIgrzxc*LB%tH7A3I?8`nd@G+p|aqb+L~2K$v0x)!Kg$HW7K++}e6m&)SwdGwo`o)put)TeCW zi*WIMcDS45;QICUafeU;U#_z5f2B&=e}q!sw)p_KueMiE&fgU4zu2xS7!qS|Z$Eo= zMQ?KN1c0wGFi2;JOk&#Ejf_Wdoi#AG?KQ}wu7x}Kdj*witJ1}JFFJ15PF~_6@ z@LHZ-XbQMDU)>G#G5}q(==Y(^_9hU{YHI#A;P}THvy8cAE4H37;^oL=s zCv!gcEh?x@yx(G6{r-*_l?$F;cU;=z{LS_!@%9DOY|5m-scX_}1-CJL&aCgeXu0na z40TTNIMa0IFn*A831!enxXWH5rmzCZa zdRMxeVbtyP$-1XX)$#kTQ<+>8WqUYcE6QA zVDtE9y0{-5&+c4oT=g&s-}$|e(&ilmjyUVLcT02_ct~W;b|ydMw&fU2tKdo9RM1 zZ4M$!2%a#9ita2QxsDD>{{JSZZIiL2bFzqbpUB+kLZvg>;MX}(R7c$#lp;n5)h~r; zG5SV&?YSiN$I0n7+IS4ua0@Wbjeh!b=Il$ADt7Uwa_eLposgvjeCIJ4Ns&<(=Y0OT z*1PEF(;NGHSe8B5D_x+|GvoGDjACVfmB@_z>a-;pXBOL&iZ1NDS`&0bZB%52(?r-f z!A6#1{~o=%yDc=~=w&oxf~g%8e*0e&8Kl1z0s=LS2yA2e5LeUoW&pGKqrVbcWt%FqCKO)@tD7d+EtBYkmI+bi7R`Jl~{snbtB} z*5eBBfw+xTW*XBoWtsXy3&n!LcByml;Jui4&BuivS9yf16J}okTan_fv+vQOjVkKN zK9)dtB3HT7OEK~(&{3mZj$RcrHo{7?fj%4i<&;nVNso5I!Zgdnppd1NpaaqJA2r=G zeS5ghUZ(XObRjjlfNUJ@4#BDT<7FJZRbs{2;r62ApToR23=oATK1@!qLoq-{Vo|B! z(A~r__$s*Z5P2FBKHaQ88PS%%_dF>O&^0lUlMCHvtWDTwvv_1eFFeqMZ?;ulV@vBo zCct^3Jz(p5n)9NnCqpIGk8NH>Cy>y>I2Bnfb9PZ;w5)Qj2B$ik?5y~kr-Oi7*r8#d zLJZyG66WOB)7r|%F2=5byaPMLbJ5zJ`Sf{dF-_oAn&2*b6?~%c$c*r~*PKB;YOLGC zx$1y?_I&#Vgc!Sr8@eQ=k;l8&{!DB9mK=Fz1i3)l@=u} zvRozK(5>mH{nEMawf6~)=BESin(pC}>%QKA~Z4f5<9%5yOuOO9v=+*3W!%Hx(KtO&6{zLUi)29Gu(rHs` z(|Ep>@=^m@32X4Dgib<97v53KdXChv-UB-$;Q&2xW?wptm-7~+D{U1h7+I2RfYXuC zb%lmwQu*`fBJEaeZ!9xH0%~<)+2nt)^eJ6TWO}1EW1p2$k-x+%8$KT5m|tkOJ1_ zzMSjJW_^h#G6MsNa-bogWyj+oD)QWMfhxEBq7m3GPa22!5yS!i`hbX*H36KHrlu#k71_o2>1N_zTWr^CPJRLxNw!Ssp9l*ec{#qA$1-JH1`DzT*Lcl-B=%y zD0RaFC5=N}>c7Wi?6ndkL>mzs6Qz};7SqQnW~-FqlYDD-4_8&Yr;~wnxeTl>^Jxsl z*`AYprFCUqb;xix=6CPRGgI^&VBy#3tAL=I={<)143hY%*Wr~o@g7Pi(P+wP8W=}4 z#H+~UwBuv)wA3cg5?Mt3`u@E?8}{!0VH5phl9cTF4-)utfSq|mdk0{Yh|s}mjV5EiXeKO-b;|E2p!@Ys{W4VeOch}FcT?4cJ;PM zPQgrZ;o~lqS(&N7bsGDpu~DTxWD$n-ll1y*y^itz5#skV_9bjujSsd@hx2)vlJ7xs zET79*O$*RzFheacHyf|S7e_5XcVIbrXZAy=V1asGFP^bH$A~JGDukEYi1eA{O~GGt zO&LMSF8(7`HoB@sU7=%lqh!k!w8}or3I^H9#$Ibx_{Fq?^X<)BApywX5=gfU$Laa# zHVe{9r(?cn%q&EWUC8wH6LZi;ED4Ql`&>)iA3G8(Q0&0Sam$S1Fa~I~B$53d9PBVN z`ZS(-@&iXS0{nG;m*M+gO37KxeE#^+`rsGKdc!kolvqKe)V8RF4(S#h3tZa@0TtPd zL`s%r%Nu=cA=t+f`siCy+#{2l4rRl9b3TPAC&PH)@@CC?Qo+uL?ZqGcMe&;M%*U)h zUW^SHnvkQs=OU%R1*cY!WH4Dc+7&Srhxi|`QKwvDAq+nHFWQ#fE~!IjG8D>Tg$ zj-#qW3zfw)Ip^Hy=DY}hfAIwcR$PHTotNnmy(y!+b>`t!JiCR`|D! zaF+R^h+k4FYn6a>CA2I-#5^5_GKl@o=(w76+JZxy@*1zW#vDPCUkcFQ6tk?%H`?2z zYVH!HrxxtY`C^bvA*BP86Q)LlgNx+Rh0C|*uySN2%B@uipA%Cobq#tM-?NPxS7Epx zN4VJ%t7g~2blB+?=fLdn?mgipoOZa=bPWD(O_|8F8_AQsiMTbR`SLhP51#)x_<${H zg?%Tl&Kh`f96o;y(t{3(j?>JVz$3+qswQ(T!fc_&3N0y=T^wgy#zEl(w;LG~7#|cT zTZzjHl(^~eF(nC6jamHSLDztdfd2%!RoRJyt__e3+50)7)O-x*mq|qYLwqPT$_ckv zkz8+^$3Yib%Yf&^3@^Hh-Fq_f(cT~ZAk}Se0&9hwm@?u-w~ZpLhqQmo?n1ub6vnUo z>`f!uBV42=u)Y>Og{MK@k4S3Ll}g8l&m1g_p2{|_O zBp9&b=eVbrL7p-4UKXb?L+day==R<1+Dl#}$)R5h>9CN`mE>VF(`Y}VZ^AG(~5JUf5tY9Al5i z-+bG%LK~5MrGdmmsEWkY`r&)6Z%p$H6*PUoK}))eJO9 z>n01Zbaw*LhB^-sxm5PvbwyYAFHI8xA(JSD6vnAF!om!t)iE6A_%t{92|tKoCa%oj zrAt7A(&^d+5jf*bY^^L!dANydzIL=?$w0wo*#^r@o$RB zrgREa7x4GNWdIu>vhCeF&@l4fmp?A1Xey_+;SlOYcFJQwvd0uoF~d!0(IwaN{Y%O@ z5&G%anSdKx4#!#DJ!Sc?uAhDis`djU`o8o+M_-dAHeR}Rd;V`ut+`W#^4kaheBYj% z3P?}^d^$0f+^Re`7l;>O25?$v*1|4b1|XD1#=%gVQh&!$_&Irip^=lkCho2dddM4s zuq)SAq(u~eNew=wiFT=U5AIpb#ruWP9Acd2uT1K!{3Ei1h#1njNQ%7CzaS&AP{@X_ zvAS9Xr6Zzki%}>-^A|8SgeWPkuoItc*FooDSZ4z%@pY4PG|kNHs@mC~53UlciPF3@ z=8nv0J3p$PQ)o;X6aE&GgAAi(-gVmaHaZ(<@?vVSjOjP<9V9<+FlVp;hXM#wsXxf) zHvg7W8{lOCn5QM_h#n0i9P|7{kO=CBS->1mN=q)yS4VuTDXlRtQ3Sd^!qNa6j|xW_`tLnM_1CiDJi}8|KW0()1u`_M3}X)qr2eXUAq$lj*F-kv8w&<)CNA;49!{ z@y!wP-U-Lv>J(fz{8FCMg@WerMn<`B2rJlOVQAWKC8hAD#R6Kx;7;>n)Mk8Np{DYh zn$m|?*=Kj(hHoLcIk%_R9kimyZLf{7I#E8@>*`!`Tj6r?eT0$QdN?8~SijTBO)n>7 zA=XS09#<0#tY^6lGx==PeNBJO?Zb768gYbTwI>8!&@cTIEkDp?vlgt>86Y5oH*hgX`Ns3dmZg; z`6sd9+N*kgFPnY$_DhR7ZVK>Su{>&nydEX^!{OM05!n9}TFFT?nymvRU@7@)R6iWx zH=2IK^kQo2oe-tY8jM+aIUeI?(XVahog`19KnPH2-BV8tD@mLGPGtTxJtA7H~`Mahf5wTyNG>OjmKHMma}m#Bgkh$(OG~iDL6uB&wo?4%O`=1n2R*0s6sm> z;(JDfRNgZ+a`ufQ!0z&L-k^U7_?)J$c1Cc_G0bEKZhL-xJc>s3Y8I3EDrbK?gdbQY z6?-+tJts{!Qd2m-C9*5A;SK;lcf2qo6P?tF9e`#aG@p1K?CESB%%{%3`%%yw-zGY> zuT~sZ{4Me&(iyEtl<_dhqU7Jgm?;*gN&iaQC`BKpv-H|k$k zzMP+jVDpBt{cr&)IXn;wD<5RhtX|eS2fe~Wq~kl<3iu9;_h*C4D=k@w^_FPw-}2tQ z&$=VGKT;KuHDBc^sgZ*jv8dEsW-^BS3fqjop9e1FnuQUy^7SrEL|}0KbKx9zeZ#sT znyoF*(m1?Rw9CIcl`|j>< zPi_^Iv`cSIV&`XD3Tijb89JFv^<2FK$+HD|l5bH%ndOKhX?Q2linmM{2Kj9L3)(Kc zzEYd7O18xtjrArKC)0@$ILG?52HAKfm1znV=EVw;6})m@u*l+W`UdRZ7z1B$DcIT4n#PTsYZ0b3l)(_}TW&d_-p6cOr6M;z{AxaaWSfiIdikU8EV>`(>7A&@4q?Y!a)@A^`l7s(!U#)Da{l{8*I zUHGnRNz+V`SUU9JZ*^@3tOBGsxHDlWZ*_)gZ|98hL+UaZiMv+20v`C5gkmTd&4f2|2^<3DXbsDd2uyb7xZjZ1(pT}=gGwkJs5~z>w zS!pwyuBdO&O}S&!dga88&re6AGZ(8_Yz(BlQ>K?S%O*%_$ht-uxwHrG0s{H&L($xB zS}Y1bLY9BX-6b`JTj>kXYIhRT&(KoCu` zdT$Z9_bYIvhX8+YmcxI8uHnF;AQ2{Jd94;i21b-*ttQZQ^%>2Sy+|hR{s1cKRqCQy9#q*Hqo=}~SOssYe|1>> z($5c9qP*ebh?-V(&6kxb-*ncBSq>Qby&l^p3Ds0us$048h7#|GY&n8=6=tk|fnV4I zov?6~n>N{ES7q&IDx|# zA(fMTp3?|a!w=*rkF*!5@?IYz9t1}GbMC0k;mKpQICNtr124Bg!vtHBI;WAuBK~(~ zN&tiK?utO*LfyJF2C2=!K;j?+ zjBVtfrCF9D|L66;-*ZW)Ut(uJW-A|!2N)Q<8I?{={xwZynw;D|N4lcca0$sr$okHg ztCMpvD;6$9;8AIa2a5Auf=>dP;Fp!>w$4&4Ix0YN53So531nqJ%k*;!dQ{mFRa7^=w}KF#u~v zl+(b;CwP_oY-j$!7TTLD@|8op^gSTWES&>k?IxD6l~@@8`7Jc)3!-J4d4{w>XC0i0 z`8S)Af}6NHq-Yar$s8VNw!aZbxdfq`bN6ta>JbAynN@KU(aM&idgPDq9EUA&yIxu+ z%Nrcm&{2tcXhOjKzq%JYiJ7;~elkSC;YJZApKg~@DrxlkrK@%nS5B@t1sE2FoQg)j z4w&`!_n&}GmSd5rn5Pz%%{!>SsYzGY3hv%|mP;ZJlstALVOB?)yR^_z_k+qe)lK*eC(z7T zY;g!|*rcsMxAsri7G5c|O72y+zTu8_Pj$qugO@URn!slHw^@~CTt=YTkJv_3sTuup zi$bvv(wSzV5$N!X@@W5(H#k|QzB@*n5Gh-;)E!Y-*|-d*KK>Ize`Ejb0v$mSMK-2Qe7MQV0)xl55?EbSX4^$dzwsQPxrgxv!{;g3N={bDXuG*uN$!~LZTJd-AkCt z5*(hnU*#eY;C5~z2-(*M$=n753`f4qd#t{-zs!bJNvAk2iePVO^9qCXx@9Xc5Np_v zEtb@cLbAhS*d3)oegLtU()WruI*i>P!eFU@qQ?NppAxvNW*{ztu{Wo(%M}cvT73TO zpj`3dhj_py>R@QoTe5YK>jnpe9`bR1l`wWyOwAfXAB8>bA)ERuK57HwIhl9z1z4tgEMSYb91*x_PvoA5cbfc+?OtIBXG5BUpr2WX3^h0^+jvZVq<$8rQ<}GBc`xWu z!IGjxfL>?R=;hVnTPoXQdAzCLse6Ruq|pU*f1#{oP(|{t(*gBQ#03O*?b{}XIN`DLw#&DcIns8X3?<(3ov9Q#EU#l}w>2(h z$P^2+yTbkl&zwL_?PZhTfsf8iBjf(xEbESO!myAjVa;z_4fWlB5i8Vd9H7>xSd3{M zCmkO~&<&ykpqb|u*i|R^g+!}S)-uyP)2CUKlB40oHe7qI*W?*=G8ytIaW$tAiUZQx z>)nfut4eas!mxdWS>!N~j5zwJ+XQ^Og*~)YuVtBqTL-4rkV%#Cw($kvBtF&MI5TrGF^K9?Nn+I53<)9xr5z$2 zg@5OiO1OHj0bmV>%?XOWO%vBkiQlv)Xa~cOkkAfFfbdHg-scxc#S}wsI@%6#ZWw)l z2I5Mz`LA02y-+_`T2n-VG&0$r5_I)N(%)n80Ex4!%oj#KugtGEv6Vb3y~Zpjg)>+` zIFIx?4bFSdGZETyo!=)uD^eFZpH~ivVlnO(tYjRT1u?G$6U2L~Kr}=$m#U+~ay&^A zmR-OrBi*C9+&(Hv$VCcNQ1->f*WAS)k0ZRgp%-t21j$EC<#jKa%h%Y}Ng<&>j%w5K zJz{#876s%WnNd=b0<8=juG2Mrp!~yaBT+|+rx|g1amR5vcqU>E#BxAzWtgvT_yH?=7 zTh;~TwSGGV_S%&^lzA6et^U6rc8>Y-1b66@tBne{hNe&w>rpcVSZY=rWLOPfojf7K5ded~74QwF7)ba6JP#9^osE1cPZ`=-8|xF|2+c zybq_G_>6`xF2kyCwR{0hRTLb+k{KK9UfgAM?mZ%n;NKYAlKq88dgPq*A&1O`;IZVK zRHtx`Z{p7u`F~e7AOJr9j9#a`({r~nH6qOm2@!86sBN0Bt>Nr5XQ5DzSw_vL#=gqG*EY)-Z&UB~W*afj4>u;Kj?{OyFQ=<5T`JHC z#di2`4^fXZ`ax+l;ux21p~(dpyr+k@C%6cN_Z`k>>o^D!c=%-nDOq3zij=z zVR5#{V87>5a3|r*xm%P{ThB^Ldh}WLAUW7|SnDeP8+-Fi9k}+{p$jO~Go+AS$9}5s z)nr5lW}II0fRK~V6+L>kY#J#Wo~Bq^9d}Q8mHJRBgu;4$#}z3&2rgtsB$r{)U54eP z{_F%yZnYceS2#KgSDP;hVCSHsimOx(=-Aa$fp(az*79KLW}r%i2HwG$zaA9b$hRSm z(e)8CTAmV6su_YN&mul=#zs5!n!@WR+(zhp@;B z4kBg5Q44V%Q>WxLw>~@?y^^~(Ne)7sr$LOxy8O5i!#x*Ikkc$T^rfi`HoSn{L07M#LCyasUjXnwH=cQA6N~MVRX%d=w67{u=7_~`XAm-9icqe!iwF{%;?@z$Y#Kw!Kw6HgYNEGYU8U(A zyFRKqL)_}-A&Q;-s=Qh6upv!Yd2pB}=Q~vabEINzojX22#b2NAu3xa5M`K~({>>=; zICF(WGT@;ZtSc&1)xOxkvhe8RFdJju@qo6sxtLL6DbP}iJfE02GOFj!=*>urNX0p! zDz|LHkv2yWvluQR0|lXMPk?O-G(t34=A>$WL~b1K$4KvL973o+Y|dWRqHK_28Wmf4 zG_FKKS41*Mp9Z41jqGB7wec79TB^sahk_n0>YECr3X9eFdq}lvCou&u+v;>ei*AM) zhor)IL!JipXFNRVF=%U z4!H(eCS?!_76bHK1)@8y`fA9m>37M#s|K_}SSdYE{*>82%P%}VE=2~Ld&f5Jc?ww;D7Qh=?8~dCp-N@>?NPMe#FnULXO)p zZEX0o2+UOJ{XKEMl6Yk=3|}TJ?Wx&=4vv$?sggr?c!Z*CH>2uw+WkN}7h$lGA2X|J5Sy=j}2numS!qMM=;4{O;&m2faPKvL^nEi0mIYJfm6mxdD;F zX%5j(6E&pwW)-%NJ9Q?_BX39T4+g9L7dwpHkET~({g~tuxlvjkF17NA)U2(rxNH z3g0d7U9BZ)8d67ZdIzrIE_{(8uHIYmq#{_liTMN~{FSurl zPcg&Ucr(QJpv=@QZ@$2Ip`#s6(Ad`c3gjR0uNu8;zP*Q!@-oAg+AS?2d4+?)1UNA1 z8s8a}X%N`vafZPw{cx@9Y#bbyqKVbt ztUwfJpTC}-3cX~tQBu|RMBbw59TKR$UYY0J_C^l-26vi=wf9>kVMa9N`s}U;JDTZ}U7jgF{b5hm(pu zP09*&=n=$}--TBd^f9-zdv8U{lUSHQR2;Z5LX9!5a&2CJ26n2zPMI$;@M9eztySeN zz_pu5;AP9OJ*+BxYXPM?tw~Lr^QoSMh&Fw428qQa6PBs{R~&h+?IODMB>#bSP3Gr0=vCDM7Wwg+OWoJm!EUVf&|UhzT$S8?NTSc9Hd)xvmj`urZ@W|#FZ znu{cZUuM3GkvihIKLSw|aY>l|Gr()p_^Av{sNRBaI5m;oX}q~as>nYpe9Rm_Pcp5g ze4DozO{hdCTeD(9T?=v8wOStjuUK%@qVaws)gQEkWjC}K*1sC;0RgtlB;o?ss2F*= zF4iwbJpMkAdt!^&A&P{k@c~P}T(Ic7ja=BG2Om_?`%jvU?~zeX;ENVv_Usgt=Xu_J z=XYccM>k)X@RmqSN0yE5?Y9SLlKWR^c=7%GP4KzyfkxH_Nn7D2^Isodx^cECs}KYW zRGR{?YXaVFQB0wsM6%*g*O6Z?J9}!b#|){vSdFy9>L-r zE2GdYx;2(oRq1P(wf*iecG)YCP{B2v2UtZsuTB^=&>J3fHFS_uj|=>7-cq-A>*4)} z+Rw2xHhkReFtbSWx{igl4DtNiZaCg`$^GpEd0C`!8N9qp$Vjs8)lf2%UiXZ4bR>)g zeGaRc8T~XGL&%e;P;ER7DN`oFLB0d;XPpHU5^{lo+X5zohto`To1JSPY@m?i?G8o*7py5uNerCe0F z;%O4-jv-5|(eipArp=v(l^J!qGbd~ji5inuXIdss1|-HeQhkJwhldY*j~EazrsVsSQ;=?0hSPnn_hq;(M_;kFLlfUGcCBNeSB_qqIy!; zjn52@8|>A?+B^vThpsjzmWv77;aU=>NJs7HcEeTBY-jH`i0g`R;wn*W2BpdIYQIKD z9&p#YMD6kSN+YH}T!z@Uxv3lSOJs8VbZL;7Cj&>2WhI1~|FRN>9|f7=lUSx>ck8A8 zf{_g*!kCpEb9XD=1CpE9!N)ODG95xf`4w-d` zJvMT{$dqBmLhDzFbvma32eJJFkF|~eH^q9$oArg!=khtI+A%xoYs)ma|JkwCwsw;; zw%-V&0D8gVaq7z@xoIbty*|o9ahX)E@FWWwl|4@;%*scK+9m)g&<4U& z7F?~;>;%n@aiEL4()>OI!WuwlpItBXSJA#M=c@+5Y{J+|49mq%Uj{6xZesgB!gMLS zVUr@+iI#Om#;^4KWgqotmFGnW1xLLqVBg8&AuBhR`=3wJ=<^BHBaZ~At7XoLX}IY# zOTs2AXjFSHwFDC9Ukw-)t%Jbv^?=`Kz2U#6vVSy^v)^S8rOnW zG<%AVvVNvFpRE@6(K^dBpe=P#UZD@54Up&S)IzPy9(VF6`z|@H8=Vo){!!dHy_8!X z&IfW8Uc#H7ROK2A2Rx(EVS0-=>Pn|5V^GGNXL`l*5cI_>RgrrrC!pXEs|l5UZ>w~h zpXMYb8wFSDd@0{CFx$Fy&MAhD;$`1$rxb1ep~4QWX~)uE>@6U3XZ9$METPxAThx}^ zyL?#&YE8vs$Q>7P9V^`909*x?XzKwywG#Rzv7LPSV5OEDG{CdbLj$R<^d9^NH(Th_ zC(rzYd}T3yxt=}Cp&d;;n_+oL;aj;ok#6p>Fuh@VjSpCO$*D_VSw@3)J+`i(^L)fc zHWFe2rIb4Ic<7K>i`n7B5h0hwagqn%#~&ruB3(|8f6Nrh(NVE77%WETr4td|nk zcGyDkS%SD{RuJLZ1SzGR62z4nz3j#eeH#g7;Jr%up!;STC_qN06q`u=_{F&$GCAfg zrlHDo&`tYdMOgj?1inixb0-8Zn|_ZU2zk`9i=97auxF!;9v{fFj5DFRQ||9Y$!ZWK7#!VGcHZ2yFcj_77hs&4B}Isd zgT;QO7ka|8x)&=An3)zYeASG9IA$a#MmMYW@w zfM<)3^dSX@b=h*~zDOoA!rFf&Ij|c~ndQDXGS^h|Sv#77OWl6@s?A!V1O*D(z@#^4 z5n~n53Rq7*|!II`A(%nJOpMu+Edh0iH* z>YRW;FAGI$g2(oG<#-{- z63pp8+zl>A%7bQXg3yRSoPzQs6Nd%0aE6QKGasPK1F_gdcUgf_shPI53KPC_mgjB_ zVroMl(#1~|Nowteidx$`Eh6=DZ$xoUoC-1Y8Mp2H+Q43Nf$*xv}ith4-6c|#4y#m4h;DGij2IFVMj~)o8oWqIXs5F%H$1is;Fj9qM?db zP$)vZJS9I6%WGZM)WtkALZV6Mt(TRjm)*e|_-khNI?j5%wsrt{@HgqaOYLclx40F6 z9I%NRHp;$fh;+pqJIsaitx)nBJ>fheLX#h`GXu+n&4lv~Bzv2!Tjs?v&7=$;12)VW z6;;beo7UAR^W_1BhEfSD6lxHj`IXxHFrmP(EF)Whq6Rp|{9eUcp+5R1%0!6#?-XaH zg$#(HMxhBwZrRQMN*-qTeLcyD~#sYhYIMk|EjK#0^P7yA-Yo2a; zH#bk+-KBFyUpd`0p22c6Lh|%0@KJWWG*K!R-iPzkkZ+=*>yn_(dbUx!Gv$`gZxwPN z6v39U%y+NV)9iUY^R_i>)$Tx!soG@HaCc888SCb?le4`+9m+yO^fmtxvd1OAf&(g% zR<#pB~RNSn}UK!G379y z<(0`Qip1bE9THC=^3UrFUd(6by<-+ZAv8Xtvio|+a-x$(AaaLvdqOv(XP&D2J z1S0&xZ9gzISwrtHU?L6S_qwYM<}hselhk5cjV=tI<%g_rEK`NtzDKMkt*DNzJ}*C2 zeF}8!-_TLNI4T29>e4t##3^MKOH%D+-_seAGTsxWM(yU8SCO=^f62#PR@f{z8Cy%r zUMTc{WvwW)w{vhVmbC`xlubw&=Ux_HSYbMs8~0y+nw`xA9nj$o|jwE<>;_Gdo z51(#x@V8m%;{Fuq7T^GLO3;1=B_>?x_Wqz=4s7gpBJ6|c0f%VsLNW!V<-ZCVI zDyixH?EK8me#2Y(S!yEF>xK1ghnno5vMgMvPR7L79Yn9;ZT=Ty_YfsYv?XXbZQHhO z+qP}ncHXq@o3?G+wr#6#y_5H(F^bpAApEOiN*U5jqggnoBmCnd zakq)d`Wg==zD3XQJeV9H7_!&`#!Bq*Z1qZLY7?F_h3=b1`fR(W?sQst zYgpJ<+kD7|C>4#O{}5!sJ?Jk~c^FhiRwy~>%~VM=)j@_Ki84stG@(4=;;dLi++TNS+$jD_%}=GA#KeZOp=O0ZOl`m=UpRalE{@cWC%f z@u!-1E{-Q_*Lk5WNX->)9MkP2y!m{pkND;{hC?aMIrCmM%RK0yo4GYe#tLHWE(Pj( zH_V3-TUP2we0^}nRIgSM##wS=>u*sH`;Aa;uJSqay9IVD;-Tn>r(mG>s|lJ={>8?n z*g5!%Dq|*0<`j)vzmbpj3(-)lY35O99Awny%9(>OF1m1D;uJ6UZ5{U`CI1&f_rr^? z!JO!BvbeK{(6MO357_g@^da#d(!!(dF4I#2#X#S>a{OI!lLQh&{v{5Uj?yNai)`P% zhkA^Y`bOKw58@4pbg{F_10%%^4Ccduj7{kKuUtYl9bsYUvBW%N59b-Pa?OHnM^%N> z3oFlv1_^0|8HE^aaka*Jgv(&)9l7;o<4aSzR!d8ItMd7n58w2Ta@r9EYs1JoOPN0N zMsIS>5N5OaKSm!#7eXTtMa`On^aO()K>=QG*yI@oV4?Xge}zaDq|*-TcePCqI;R+8(FsZik~|CsgwIcB9{2CLljFw@?!kf@?Ne5r!Dm#Yccoi4Tae@oH30I%cL0fE1c*Na0k z!jil_O@ZqPF*%=Y`1tOuK-zLrWyxfz)4d1i|65JZD;S9H@w=S)i|};iCZyZBS%?uA z`dRfQ{~A>zdhtn)%P*E=8atc~cZu=dWkZJcVtrR}v*s~G>8a8cTXT35UWV0w0hQuz zEB;Lf{C=Ks(W8i-YrNvFE^%|91G2?h%~<7q91|7UX!)6jO1Y3Vt+53OxXJCkV%8F- zL0WOL&~RT+CAtjbikhqOhfILr$;njVgOd7zOy~BwP{g)_vNvvkh&FFMXybC@FZ>1q zAH#^@$_KZ5R-3{!$f*c5Rmt1R@uojexkW$TQCNtA3NvR^Y1lsLgMLiuOmDtx`p!BF zaBJ;ye8Y+Wo?2`aAR3RQDE2(}#!#L)2JLZZdPbNt^A^-z_S~N=&EuaC7wx+0Hd&eT z&zHnj?0Bq3DB{8}>h{o?3>8gB0gbP^u>qtASAP{7>IFZ(YRn^Ondzc&WX_)nHd#L> zKt6lwtWlLSq2Xff!_ zSxnU1>Dm{0)4&3{jC#c+=Gxqd%E`i`ID1Ns_F?r^lqD`4A$(jvShiE%4-mQycf1z@ z0N}fV7Ct}Y^^&>Wkj*f@k3XH=$6q)E8O{`N<1#kp-SH*iSHUGcrGzrm|AQt6(~2s+ z3u8>|iGfs1kh{tlZ=hg^f?`)4MdoxkPSae?AS zQzJFR*Q5Gq!FJwV(sU@d*r3AEW;(+csEtb|@@Dv=0cGJ*5C?2@Wh3i}=?rHRF--A3 zkKG-tHMQ!fHV-~FD=HH%uT1sgo>*esvKWEWu2!@;EtG~yZU$D0BH95{Sp$XG+bK_+ z9@{@?u4Uk_w&=6Hv;L2v$fWoC-#L;PED9>L)e<9GG!X9~M*>y1=Nvirg=EQ_rHWKe z2An@dd0Eh?&{llrAx=B;5%42~s*b@x&KZ+XcC4|ti3p9CH!(nz0cSHStVYM!BW&C# ze+JOUHw_M|D}=ew3loex!GQfHWa&&~0b0YVX95;*5S6d%b6=eC0xxEF)m{}dg0yfg z$4uxpF!T=t^mi51Bq4K*OK%ys=$x5SDxb5bA=%7&$RBAaOTv)KtrqTftQCrf>&%Pd zC~l~;!0VijS32}EA%e{%TfjaqqQAXz-Oa%K^9gGPWCn$s!CLL6+$g96<7-`SGjY8s zMLEN!aN~XKPEgTEm|)IWCo@>TI0>qxVMX;0)t~mSD~iI(fCX%KxYh=d$dfR!FccMH zezqm1qafKGA}wq}+X+n6smlBXPIeG8bLOr8eRU5)xrc;{BuoYvRT%lQkPT+&6OnY_ znhxa2jPl^Fz$4$@F|h?vJ&*~z`i0B|HvCFvJD=&%#Y2aZARf0rv$;wPPdKN_;!1=Q z7A-dYZs8lDrs;N%S{Wt(`X)C9){ZiWA3A$&1S}`7arAk?%WSQB_QPz^+;sFR{Tw?d z^hbHwv=&cGib03(g2k+BE58hqfFQgP6UHQN1Hs46I``d`g?VlP56=G@_R!hL$&rX- zv6jh;i^(DzqDo0n<)*sP`lVG063gI>BkeEz_2688JqT066S=x6P zas=Z0b0Ukz9waOvDMa#BDYsepDLEg&eFReM$~DNw-Itn$YOKo@vg}Na6K(1ZzSyR` z;?tq{ha^-fFO0Z4o7waY+3hz>;AhoqusnRaXD0WT-87D(?K`7E?p(ta za^F-Wlt*ARtBD4Ktgrk0j?Z6QwH?}B{f>a;dOcr5;-bNN#>5UElO9;=?zm>kG#`jx zIm)l2pxg9n-F!%C*T+@dLl&dGGuX;f*Llj$RLj^j1$Q7-G#LP($&^By_6UC7!a#z_ z!94kH`)cIXZ&@niwG3g<{J17wpN$#FiqHtd$V;W=x49!k#jEnMV%Kd+K|Umt^SlNg zcZ5;a=J}&5oSG==qVh%rB4a3N{YEun5K_x+xErKt-ZY!B#@FxYoWY>ay}8$rAtujy zM_GGt?$QdKHS8m3bi|@hTATBeo~Vdj)f04Z=}aKWrjyv1W=p<%wahL=$EY|bq&QDU zO4g+%FF9Oc>>0OW8}RQvz(p(%0(3n07DQ}qudRv4Sd)Wj5^PZct?#T}Xh0`5UEVpo zufRKXa>S&^@s+^14%VK|)Y2hL2GBVK-f7XfcX}*5m_&;s!=zU730&TuXN}3CJD#dY zRPOGxXq?KoQ=KrUokzV7>7$d=?+r9=VG&~79OxNH-9hfbozgvjCA@?>BIZk@aYNkH zNpoRq^ab102Yb7+g$l2dWrJubQuZ}FpkYt{>^eV@^xX5>2gY1SeqX^l`M^N_l1@A= zQUXq3L`7qe=93Y1RTs9|NZno`4vtUM&|!t zA}ppAR3+IOolOQp!hJR01&&~wmLeyJ0GPS2j{$~(g+g~>n=*)Kn=~iLg*Zn_0!qTC z?3DMk>-M+y+1Gj{)3XM5wehv5*0+|GMnXMAuL8U>u9?D7s8AV5G+ zk3az+JX91uDn#&y>97t%AUnGN&f(r4l!8N0V2nG92*MM+^acRDti2E5D+s{P(9sXk zkpO`J03_<0e6C*-Cm+HoGzjpb3xE}zV+b=`v>$MPAEdcOaHso(KMuf68V;a0Jsslp z)+HdDcL>r7G6;A{Py##RdmEcpkRhNZm=q=G>5U%BO%j^~iEw80^dG_k-Qa%W>d=sS zvIo{Cn7{^r8^Js@jtT_!WrdLs*bx48{s%oAG~XQ9^~ZSCwN9ubFq!$WfUqs>U)+D~9B$yWn=_< z(B;H6Y{0L1>^1ttZbHhTE-1L07bMnY-=S`~ zmaLBsg3p&@X&$t&;!S-l2l5m@ixmVC0SG9N$S4i~K^$Ocdm-!=y*n2i=wWmGchYAy zFb;hH5U{Sp8t4GHIcV#9&x12qhY+AR33_PsayRx@jN|JIfME#r<&<3Ai~Y52##yFy}a8*i+?+R#4^@uCXGH9Vj>UqU*I z-{{?V^|#rCfdZ%Scn{{=wGzPNEwJzRe%m&+WP5vh-=}nJmu_tP;Omt-WiJ(OPam6% zfCL7BlQWRVA;4V-2>}Vn<9@fA2;<;Kdk}z6uMPNt4%A`wpSd#84|%#883hFBqtz?p z9}f{QduLDL7B28hzzC3cynCiz?X%}E=m&s*q^|(c2mX!THQD?N{;+#I@JomWaL3uf zK|p8#jR9j6`nBm;y4H*9Z}J2`h}-+vn@y8L= z09QYhk>gaC4AE2#W5Y+ER^)oP{zk(((_olB(0|B!xpd$p8IUrjn7ZG4f9~;Q!ronr+YS45 zHHWRBy{zGcqbma0^dK?2-J!Bo*|9qd4<>JGVV?@g-{0-UKZ0D2f4^1h5Jb94!$&^u?miH?*yxyewXZGKtU-s9w=K~RM1N=+SQafgOOO8qlD%1$Q65u%HZLy; zCa&3i)S9$JQQ92^m6{EfL{6y{rgnw=X1IBki;cx~D#tBuRz)*-aJ8i3b7oReOPq>@ zKe~?2G;GK>@zs;xa#Z6*vS6@3RgDSWy&Mv$0(rg{W!t20rtWEHT%V+lmGp-`_3o zdY~}vOta)_9)m3Q@;$_~T~O-kJcel_ZyT05rlfpG->kcno?aa>Df*dNNR_m6EK?PT z7EJbFXe6d37iSTpCl#+bL(r0^V_FgJHybY6LI@VNqR$iQI!`vZIQe{+al0t z@@g-cva!u>BbLMMUF#M!kXf+g@r|^EH}b7jI`-jh?P-Cs(2B|o9YG7`$N$e6P{}*f zyKl9Pz7-rb$d_GhTCG%1d`V9NvhxmJmrUzF5?m4DrJw&!`hZjTH=~|e46A(E`Vi~E z-QvnSNI+f0D(!;@YDdp6aVh?#$YbJg>fy6BEr8WZaxp%fb$sDwTU2nFu8kQZn%Gl4 zuUH9X@5IKx>WwVA!;$|T&no}q()$icAokE}=%q8-eb%zx8hI@s>Aeu1M#rAf-(him zru?mQqrBDGEUMFJ$vG7=0?XSS89nydXhe0YJ_4b)Wtm~QWFpnXN7TN>Tz)Wo&`M! zKI`Ms5?1ZaKBSi#b4B28@R4?uD|0KmE|hKJH{qbgNSEV1Dw7-2a7vj|*7VvmVZ^eJ zIC#CF?`0?aax&2Q$U0lhjlR0nKvZ$mz}di8iV~jgVrb0fOCVje3V)g0F>=QdQH;bz zDo)~4yE?w|tLQH>u>oykM?(~IZ!UeHDd(?FDV50)rP7_^e2Oz=u4kxKXSO6*>UC8a zEu>CUuxJ<1P}+OdNj(VSja|<7X{gedsp9ONn?@s1D@~Gn(Xe96@q-#J1MC$z@LiHk z0u0TB*r?k1ROMc3g@jLY@5r)VIIPON&ivD2fO`z#lib!Gyw?C)&NsnU_$Dm$kS zlI78iM9*WEME1uph?b#Kg*g#-u+O6Fs=`091_5Y&={dvuw3(;###3f-@M-c{8?neDD;eH0%Op?rCR^yvR>HkuKAGAXGu{!-gakwgIZwhI5stu!Vgji7 z1<~wA14CLtf>^?>^V44w-Vfot(3wqolXbf96W_SxY55Q44HtKJTxqjmCp1hfAsdBH zVJ)_aqJ4<)4nZNO{Ygn^*aT^5Ugtz`G_^P^9VZsO$aj#x= zaqVxI77bsFoGm(6)Yb%{6>dP!^+$yuW)Je}_T#*URgfv`u9_yrMT!m~Pg4FYLMaU) zCD}RsXG5%x2FgR>y;?A+YBcIECN)dwDT-|YZ+=RNmOk8w>Kn&SpfoQ>p$zYg+DOl> zi2b0>+;Y5KS}zOke>HPL286i&t#7Zdq)0oRtYm^_4loep+Pi9@--A6cM%ZsZld~&X z#fYyeX~lQ&A0B4(B@RPfLSpevC9GS+>e%MUo;%X)e6VfqLP`;u!oW5uQBt%yu^y(# z^uQsw!#E8b{}Qx$%vRYNj&RDsut{v3%`ycY0D+FJ4{E}zX&tMOv5zy0j{paCKaiQ~ zJv#!?SGZFnSvm>4m5Az;|FK3tXO5ZGu^Q*KHZ9&BsN$UJJm)tiapaZg;S)jl!Jrcl zUj)fsOMSekCO;_54pXpgL_-dbu#++IR&z10;0TFohLz)CD57bi&*kou7aIoa35IVwATuiSi6;YN;?dIy3%< zilsX2kpXYSrIb5l=NgGkdihWTM*}PxJ&(dKH`)da#<7sSE3<9b1O@nx;{L(Sf z3b54-Hfsv**ijf1C{EkgS_>p>fOV}L&>LuW>-imK9Y%bXg7g=*A*I^u< znDiR0sLWr}+(qby#jfU_Te`9Pke304Fweq6)I2rlZih_Yu6pGIi)($2keu?D8c##wdT%}-=HTO zR4XE%LBP*OL0<8g1@XBnk1@Fs*74nXyinc^o^qF^{g)iFA~yo`3rhW6j!fpL>3GYk z=h{?MPx~1--t3!lIuyNHSajfcvY3_wZA$<;VvvZa%|K2hGtmBeZucoMhl|nTjZgT# zxjd7!hZTVGl3AK`SY2p0gn(3-uLSL%HRBTHoO}YabA+`3nSWGC57&hp4qBTO6g>;D zXQp%eOkPbrqG^mf7vxz)tF_NZa3Gj7F3!JdG?>m?Q*vVkCoUn+(b^L zp05>rPM@I~$dZEmdScE&`SU%yps!TURUJS_qO}iW@soI&jx)<+Y$4Ut$)9XELXo|< zHvuoMF49`~IRE4yn&muYZ5Ei)_{%LSBQ@6XC64~8^mKWo9~EqPky=f^wj5^740?Hi zkdnsxKnR3AtW!wDgmAn>M%*h8gXez@Ay>+({t$6xKx&(iYxkCM;CqKyrApbo;GmIB z2*fye-11(;qxg&i)ND<-%b5o}!n{^tYWK=36)e|IWDaSu^Kh&3Gi`fsDqo7gD9&53 zE(nZ;lJX8LxwAFL*TssOMjUxk^`PDd$9)azoD&40uq3(UDfrli?0y%r@0Zzc^Pnx} z)85CcN}?Q&0j*VBybxI|h}|ENXTQ5CG3(M8O= zmkNzZ@2J8b=pQ5`ySE#<4D@q&5xBEaX&4LvK8zbc7wm+D0|K#5)X&^8E(%qfdp>AI zE@TX8s~jzB$=q+sPEKbCMt$zVl1J3ti*em>Tc-US74ByBY)u~8qH&qW%IQ3==P_3M zyYNwwVYL8K)mzk^(LsbvN2HaD-_Y0KB4ud9kr~HYyie{y`f31am(1=lrXRfVL;-N8#*mdfGxhW&NVEVPbSU#QyT z;}N5r4i;l=8cN<63Y#PD_md%#Z8pKj@(14ZuE~PE=)%{Np%zY$Y<|tXr|CO49?@NY zJ!K{zybt5$=o5w>amBgC+|!&_k$mK5f4w;2$*@3qCyT_WN&}O28zfpyjwpn>xo2aV ze&3ZRpj60kg9O{#hiu=1)r^O9C0t}h%9;8=6kIxig|V@0{6v@`VxI zg1De-LKU$(@`|D)A9k4@28?5~zD{kS31|12%|s0rG4nS;Ny#3vNAsPKL4o_g%}4T| zf(8e%1OI$oKyH1v*As2elm88`u4=*d`#|!^Dn^*%C{JxAHD&-cD^PeRgUCCDE9q zJA;EFJCeC98}0t?(Sl}x3dH?S5j9~p(gSSG3HZu}nrC`+K%nSjd#-$Cxptx=jD8vy z&*Gc?BH=hF5xv_;zlu%hr)r4vN#q7^PD;PU#PYK+4+R=SZw)&4+Xj%&#`c<-#|`sW z2r7@!EtXWuT2v~dYc?K2ChIw^)KLM2cKQk?_k5|h5>)U{af3hjB1>7j2G zwBpg&IG8zCZy5163N?V&I=bE*kL;S@svVFwG}AH235p!i`wIlqN#uMwLz_2JV-2`V zZ)-eMN7l1NW_9iusp+tg;pBw@z3zf?HZV77;VvS$)|ZDvEHfN9^ty zZ5Eoc)sMsQ7+q-f4ddopvI;p+O%PLuY8Rc@))WnyP<7sJceymkY@L`&t z#=?MsuP*~{NP}%FhQqKHtcQ^fj4HT<3cW=3Va-olgH-MlY%y3{1Tbmmc$VI>yD>JE zu?9|Pf_Kw#N)Ft9+ip9-;h~0GvP!$9uIoA{<*6wWI1Jxsb_Q;+LC2mE* ziQ`u#ZToUzNYnJX;smB$zmU6|WNnL&$%7& zgNUFSbY0OrAy}d0*4$DcIxM7NX*z*a9r@&qx?NW<2HI$q+Bm2+O`33%Hvy+rZunH5 z0_)4Dqu%ZoeSfnS|Hrj50{C!$_|$Uup(&y~Pp3V3>YEWLYYx5q_K2BR_ZByOF@x&r zDO1bI_VXh~j0H^1*Z~YiXDQjPY!L`MGuZz~jvxP`v)|>+Fq=P?tHqwB&vR5a-+aO6 zPX<3XC=`#urCU_yCx`Z{W)yX}JNSE{*`KWGSKDy3(XD$4!&Kx`j{6DXL4qL`XE?f? z9&}!L5!?B)ULTBWMgnf4^btooa#nb7lN!#m>oznnx&AR-op+ix;b6X<^|7vpl-o6L z8Qs%{*ioJ!w|1D@oRGV}A0_VYZl%wY#Jl*j0CcyqR0iT#aMO*g>BxR7EaeQO1G=qm z9Um{{0(83(>Ji9yIw^>MXtd_XLKA4{r9oQ*`-KE>VU>b<5l0|1a{2UwE~c>CquIu6 z$*KEYC6V$j<4=uFJV>ZxY7zdOlwaxwGPePze;#?SjB7EB&Xuw}lbe3w=^oPopv;>F zyFBRHT0CKVFdw(yRHknMG;*~-zhK`%bSq3o)ZR+mNj8gl{7{8W7DM)8oN#`!6&jaI#|_tE2L zDU^+cDy(s!+^dM$v@{j}oOz3GKYQaF={vfCXLslnHLx*25RNq^gR+m$+5gYDH+$EC zz72%>3>NLWS$;)dEoJSe?!@@Ey*7z77NN)$d_5y-NNUF$s{LG8Nt#{;?_$^R#mU8T z=MvXN9~w`QZPQCO71EwJ8pF!+g=%@e%GH8lTQ)}g z(2XhC!@r)0hUGm?J@jL8oam#I2~EuraH*IyT5N;(P9$cw6!CS`GtNBnaT20@1^>iz zqCSKeX$V;#E?h4I8p^YCE9VNcloL|lKQ+{nz#p|OMaZ%qLz>`yMbmZCWiI|U*5ZNV zTrt?AUZA;YzC7>n1B(qnxaI7ESD4g(^@-qT*elmkrWxzTj4gA#vj6vdpnTq2&LI52 z4l_5y%Q~Kap6+GeF}%p4UEnv%(5Qc~YgSx*v6gI6{sGA2+hviV{e!|(6HkgYKB=*pdc~z-(MF=d+Ka^2|)*3Eg9nBR0{9M2{87TDxEJtL`g3*TdLIJ?ku2 z<%dh^if#SE;IAPpEmvq6x^Pu@(2q=xNDkXWm>cb4G0T?6IWJ_rt-MzAE3?bB_#fXa zsKld@`27rDsqp6*>0ttLw8zLmEzS4Vf?CUx-e`F)hK4)man-sze8f1PMNgTC^m){oe!{!H!}CI6H^guRuAV9G@+TY<)WZ8*p4SP#4|80xXgk%TL|F4y zu$=5c8#lgB3}G~V7VTgy?A$)A?7+DJMu+_Jt$jw%k#Ru>89mrQ=ct{8{%!s9IjuR* zG)-vz_g7ypRKeE^p9^n&gkp0mj?O z>-*NjID}f!SN>iUu7#R&wFdRcq!aRW=h~!2(NqJ>Ob4T?xLN}&8Bf{XDor6{bw3X$ zWz+Nf;RkLv1&ZL^*kx-oP@5>;B49&J*hr0rmf8!JfVercKU@P*b-}YV4Y4E;7yQ5(N-GB~#Q0l%uUYHaLrkge06IFJM-B9adEdzC_REaU7&w@qzg#7YS|FiYT&ir|8z3o{X>;p5tl?x$t@V} zVchjaZT_|qai~+?Oh~s!Xul8@TdzK_&@>Dj&m6XetalTNGb>Amtj0Otw4$NBO;{_^>%!7{*;5h&#w>I|B|Tz!sO8J;o!mPm<_YU8mKKy38Q1;*8*f0- zjUrH{_Q!&wMZPK7i?|PG^F|d;Sl%v98K5pn&$PUi>;8$XKA^Ca zzkuu!59*t`YN_XR9_eJ5+OZ&;*-nQS&W@G(tGkU&lR^5k$A|J5hJ5FlPGV)Ii&;ur zJ3a|VlPRDSs3m`Fu=umpm6Wg5E>`ifpe&czmAmz(v^Dq5%5mG5g_Rs!X(7Z4@Ib%>pkL{9eqfleqbXF*2{6+=4HTIjpaq#Qu7RQnv6beMHbgyA zz|-16yoraA{7f_ovn`se=soi8%DYf~?n-KvnaP@NTZRt`8I=ASZ^c_oa;El0*)b`!tafkQOfD;^TR1WVXo9t_O;JLr)Q z_jC@)CUwBpSPt-H-1gBMFzC&~|A=*djF)Rv`t8eET=f81s7F6TIgmjv=%iHTL9fF0 z6wiA6osT==0g5nEnw!lkP8sto2$B?cdA(;#fM;Ap24^9nE}75a)p)4-!rFDQJIBnhrX_!|Et#pUciDP+>_@PH7u3C#A`Fu+bRw=Cef3Z6Zt z^B+0pN4(Q(q*=Da;n11fkA-+PE{{;Xuf$5t4)k%dKlNQ&TkIJ_fVN?%6^5Yp`v)@+ z-J|-U5g5Vxb0SuyMwLGRx>x3x2HPwre=+DAm6f)(Bq$p;M4ivGc>40rWF1cl?O+8n z-KMG(F|Ys*Nq>pRnWJ)9eug}vIc|@s-9{Zh@-gxf8Yj1*qFq%E5c#Fu4`6lFdHMk2 zH!Kk~nOk=A#L9Bb>n35fDz}u5JoTV$G#{M})Y`q*;xlvH<$FPlmqbZaykTS7FYVc+ za1eu3XXK3|2!6yZ=2a};QH?0J)u#ND=7Zoqfaswuo)c_xXJVL9U$hnJ%OsY(E%Uv2 z*%4bfwsZT0;tPyDmP5XP?Zj*4lgj=^JF4qAx6i46m#nNY=w}`x&N>QN=FUV-#pNQ| zq5xCKGqo|GuL17lFij|tJsc`Sr)eC&NGfcl-jZxIp|%cjwKiat2ELzzshL0KMkZOY z0Rw-O+MXAcwRywq7|#W(N7wY_bUQxr$%#dL=!O)rdRyg}gg#=d)#JTrtPs?jPM87ZjS{uXp&bP5`PFH{tf+d^p0PEa=^F@aodY-zLsvsDF9< zV3e-f;vyVZl@*yE$o}fZIz6h; z&g*qoaW0pVsa}}k@g1z%*Wp2R8<14p(x_McTHuUzo&m9J)Tqsg!z}A#rLL7t9+qEL zHi=!qn^NHB`_SC<^D^A~--PZSx;c@Mk_jGUul`} zzTTNa$*K>ue4P#(&#U6BYYgd8LHDHODQdSKmW|DkYcH(!L`%Ye(hwe`u&wjM>PuN zY;f1O(k@_ubX46WIVwVreqN95K!3QA(a$pv=dXp7^s=75813*)Y?h0Mba`HiZmC!l zsUS}MeliAb187nV3I;I~Tx@)Wy_KY^8R0T(dS!^*&o%hhz&F_Yb&vQkyv$b-JEL13 zpktT&_+H7!XMF9ySbc>REK^?*-182PNKm{kVR~8}fIqS8+TPVS{PY}bcEt+M=5@j{ zf}Bk4mIE54-sl6~31kAbTB0%~7BrH<$zP*a7DNU4s%v5o@O`2H4JD?T!SB$Njv<-5 zmB*8XebgtMYLaCe79&q8WScx}*ZzJ4=DvpgZ6~j5h&ZkORrpXIW)CF%Zsc$kDH0;O z*_sATm_iQz$#TmsMLFFN?;xT!a8~E`adWJF7CB!@LlETqi)gr;@Sb*>JQ+qgSIT7u z=iB){4V2dH!+O_Wv_1mBK9un`0}P1K=&@qs8M!QUe0b@*PZ$|}-V$fUjaww0aWz!x zqzYx*5D`2mApvgVSmL9MeAL2(v%+N<)xT(7<%<9KFY^9v?ItTYx4l0L8Y$nbubK}T zD>(r}W&vuG~k>UUQdc~NQ|JzReX$oixSppy; zgb|i>cXwxoVPKe=+s=W4Sb#-BT7XDgpoA4p6O3XB`cFH>`=55|Qqwy3bmMd5bLaEF z>M6s*)wz@SCNT}cBLoL_I649e2!iU0;bC}yK#u?d1a>&&B)BD5u=mM7gT>&Ej-f<* zLcgN%Zh;yd+v_GY+czE+5F7&IxL|t+fDXLK2M6dtfdE?s@q7Le5a@&fe@eiYu=1fm zCJZZ5Az1g-h5=fo z#>VsK06L}vaJeb0^1IoF#AKD0K!Z4#2MG2fv|Z|kaBpE90JUl30#W1+t1xte_|Xux&T&`E3mqtHKBj`lu0kMu+7h2=b(F_7vLX3_l-lK06$)T|9|<^ zBo<(}=dbXuZ%?+=M?D#DSF5}f)IR9l@!me5gTrGWKv0(tfS;aVz;AD(g@({? z1<;dx8POIPAi|gO)i&LCsX<)tOx|(rx&i1HcN*4#ToVGoBtI5A;C*19`#<vuQkXv?r}*DiJU=QnP10TJr)C)%M@)4i4ZyOQYUFThW)itkunhH9vW z@HX!6>c5HClN~(KL3?d?6T&qm*h{dAHQ&yl^FR62H|u}$sX&L&pAJ<3936tW-?tkw z=qm?z=e8ZnhgN7Oc8*^?B{VoOjo(ZLyB>1@X>@dHdz`tP__p^qfF2$9A`962k7`2z za)eliPH4cb=2Q4O!M43GF2x^n0J#+Xzq=9v__}b0ss6+@+|Q0eKY{K+I-{>d+4qjhjzf|Z~HwRAab-kdjtCRkBx0`@K_dx-UXl958`wX8Ob+735q~$!E zEu$i(=`GKT8k|1pIvZQHclAmdm5oAbx-%roV4aX@Y^IuWr1387J)O4~^+eiwRxLkw zoow<;nQL~#8NU)M?0QYqnyb>zd6~lE2T8jzjd^-?z#E<3xKc8nGdDnQSfC{6|Ij2o z*Y4wJV#LPH%)E*`%0s<0d8eVvkqnSD8Rlbc(^&-ugAT_zgGNOEN1}8--YlXS+};vp zDW9mrUi4YzE9<6_?=Pnj^LC-|&E}*B#u7wO*bU12u_0vra{Aiju~Q#u{ZS+~;P7^6 zyW|Gh*FwjWlrzn#mSDcOjW|ko!||(}>S3PyAdx0me=hik(V?Fc;#a*6JnokyzqW!d z^)!p~E8pS*u~&N1v)YV_;aKv+8p2 zVTmG6CLm_Lm=9+O{`X^Nd1W1n#h`lO`ow&6;^!-w6%)P|CcS#w=l1jVanQU*tL0e* zjTfUW8h~);YX(ZZokT|UJ%wsZNFoUchO~LzbYJ6mV%z1ouMa$BKbAGs#~4bN0sAFm z?BehFHY)-b<!5UUCU^Mvb$8gL+3JK9VyQR10Zm`(lx0KOF3%^vOO(#^AHzhjox5 zyl5OEVEGV8NN;+{;NmStqCk=VX2oVw@oJS|`0c3Cd;PnC>DFQg`NK9=ZC`NQ5{x}V zOTGBGysCNH(8NY2kXrQR&lD6JUQ&^4{m6XbVb{ZQ`?8HV-=a2b##BZU?9A zEbiuFt@M`P!Roud1|X=$LhtIK9-#76nM2f*3Hxbu50ZLXMkv#eMj7_$1MkAIVH~L3 z%a!-YT$E$tDg7t<&d)cT1>@;f#RK~zh-0vp&_7qC8VZXDj=g9rZK;+A<2;FX&dLy@ z9xVU(%<1H%0%>(3^6=fT(Qy&g698;~oz$7P6~d7GuCPIiDMxj!K!X zroaEx+b1iGNE?KuOw#^MhP=xt+3bWg8*c7CatRt5JR4ccXPSBTrE|S==xrD-hoavb zc3v~~JCx`c-vcwf_`bfGtXo-v^zicZF*@TstI*wC-EC{ChI1E6*-_pK%=MZtL1pIQ zy!SN$#a4{tP-Otm^WgmA_2im{te$Z+k;{z51&)*pxjOL&c#n6b-KktZlj3J@^9C=N z*z-0hl6SDcPInD|Gts@f$pQkmjk`9b;Z_##Q{ zNtDA{!GF04ZHcJ?s=V{d;2(6?&(iYzd=YZLj{SfmRi-_sEZR^a(MphubT6665P#%G z!y4YLjx573#@B=LYGkIQKC&`2TIPLQc0%p{jkkKS*PQmc7Vda8qfmdGv0%;>_>Sxs zp^^?<$cG=h81~@!;OFocqN@R$LNaqU#|7MbR^43%8qQooq+@zfoSGMBY^11KsL_)w zoN&9p1ACB+mMh$&*mz)K7F1G$RtwP5Z~Jdgv7VHllUD zB`*QBB;E{a4R`;ZVJYrDXCKV~+gF)cjTPo*WFIOuS?mj9=-w?agPQ3`h7Cg8UEPhg zOj)BTP!2QIh6Gy7fxy3cUtTu|TswTTwEzphhE{Lc=uxL94=t9)6uq+zhhSF6(>lV6 z#sP^|8V8?>@024xs=GgVOw$(b z;ttAIr*(=}+<8bwN>cIXrsnlTpnhw<-O!AF=k%wSp&fW^6oOnnO1Y)%98VP)MURqX z8}Y@ceL-`wPrc-!QZlX=;S0AS>U;Rh*toRn$8BQl`SxVT69S#Xq(;MzrlX!_T%rElR5R40bVRr$H z^TjEk%aJX&p$ zF|?)3jM=L3MzAQXo1CFgOKZ=FA0`LK!mt>Xdp%@e%Y|^DleW(51|c3%CWqyJc>58IC>wa>w*GBspD;GZ!Sa)^yI$$_MeGa`5E8Wyo#6FEOx~7C4O) z;k*iA_!9xYP*CUezGZN>R+RC*BOmvT`r)6Zb83mBPrwf;G&ETu*a3;W_6nX~=P=~j zvAP1xYl~PpZQxtp983jw$QL$=@Kg95QM3D%Ubc;Pt9soaj(TQT*u-NY-?Qq@3qP82 zF^UIj4w@T~Uw)<)lC@xIilUCoitki;!-gEaVz1v74#jNRa;Nk4==?E__<<7u+Z*m1 zL8JCnkyscB@oP&B*n~4>Y*iNZ?soiA_+z(BnOCD4V^c3F48=5s={&Ucy*LM&26DYJ z3BtM<;e2y*SG#t`Y8D4G`mUK%=hC503pFA3?GfR^TN4g}l_zOo-PrB1NedboTH+4_ zx%Kbm7BzqssD=1DDf`%>$M&cYfPvIXKC;ygRJ?S8f|3W#m6$aoQurlpOqt&Qzzevw zQvtHn7VjK&hG)P=?~tlr5E_nB!$7NadRg8jis%KDb6;bYCw0uggKlW0@(1Wi6*7p% zcO7M6yCk(*^0@BBjC_Cqof~4s$?S|aw_A;?YpzDiPgd%@zdn+sQY{2U-bul*0F=EX zDth&De|T_b44c^`P70d;24;$Wn8tl@&De4-n}%#eGV{p#kH);G^OhyE-?~pCAYMWw zii(YB+CVN92m48~98W8`8oIwsUL=8K*^P+%i|KEBHZb+ja}8nA`x)Xgk-%?Tb7Nna zH@?1O59o`%5inn`KFGg3*WkdyM9ZydNKo)OJqN=LEG`;dHjQfEtN zj5l`}sF5iWN6UVP&O=N)Rhu~DA+V{FG`rOS_jmA=fg_f4lh`3<9C(_6Jnp_C{-DGH0pPkT$al#XX4G1-5+@b95HlL54w)Z*{cWw~luSvgo~ z)bmBOjL0VFl+MC4C3@1Y6-Aj4s+|v@VmW z4)*(DMy#ZY79llEBR%aza$Uf;_({d-Afz#x=B9^ihy+`d--#T@)ZOO|*>~Z6<)*-; zNj|mzQ`l8SRT-^Y8tD|Iw{-3THjUEV&8E8~HX8&a6ckBm1f-?AQ$RvW5Ru-5bV+w} z@tk|^IAfeU##!TkSn+*p%`qS5|MIOhn*;Qp5~7$Y5v){JkJ=VO^TGKwli6_cDZrkEo8QReru=W}k8t3bZ0 zRqv%puWv`ut{pa&8BIMp`u`Lek$WT3EXP<(J5DGd#e&kKly8(QVD7$kG{$@YUlJY z(cwt0Br<>B;{2Qk)xDWtCQ56ka+1A!B_S74 zi3Rg8k0D}j5-JhSz@}r^o^m<|=<-fx3c4((Ertm}hozE-`shr3P$aqiQXEc3`4lO? zmWlQ!$1x6qjcgpP=*re)Wv_H8raIEE+WOX}JeX>#e}ST_aom#U&T#q?cR;;65=L0VY7ga=;2Wn04K+Pq0&Y#7~WH@fdv$z4>cWL77gh4U#f3eI+Yh&7)`Jk3hY20D*>(vb4+D0nVS`c zT8kIPH!&g#q@2?0(s5Y<4*j)qjMAiVgHoBcQiQZZ38?0N2tASZNt3e5H?;6b0S$uz zRJv8ZaXiVl5h+fdy4O2R=`qcTE<13X?AA=6m<%Yy9xoHNcHn*TXm)bBXW?|XGi9FY zaY95(0UQICpZs*s2*vy*hcQF6)nPaTMWqumCCg)!R2|D@5pwA4#tYl7xN5wOl`gI! zk&iLXv`;zBLej1nmq|P3$A;U7b*tT_Xc{x1ezoUKP{(B8+8kc7LxQR{s*LgA>X0mL z?Vbtzy6*Q3)=Jj!v}qi-4%a>KvT%jwuT0MO&Le2QN<0>TUsT!s?ERot@u=vyN`&>scxs3fH|FBHnc6ooAweV7ZyW$+PX^nBcd1c)6Q=xwe0JAKlA?p-EqngwIIlO4MSypYLh>O$LejSIeQGV=$$kW|?{FU3eP zVVxgymB7vUqeXldwZ2**ZrQyPsHM**zz!Lnu-2^fk`teuPw^+s28|i@AOpZvTi*y{_&Ebd{V0Vx-RAd?yFDxOiy`2V>DDy zDb2*XPtXfEvDH$mYzB^uKh!>48cW|9$QcoMYIgao|1pZG+FI9Jr>BZaux4kK)_EJ3 zC)rz3bkcLu=x#AHSqV|o^e(KH!P{?@ug2J+iQy1$GY}pp${tw+StY-D9xLX#My9y9 zv2kISe|F?F_v1>|D*s0H;AZF%DfHn+vO42^H@zX$4fXFYyyx5`B^O2#px!AaBH zwAPfX<;SbfNS@Iie>R($S(sI9z0)tf{VFtFC+HiHI4$j-t#$NPT`qW=h{c`Pg=7}- z@a7|dsyU((Q{tYk$o~V^gbE;zS1fvR>q1m1$?_gY4IbW;y4-4Ab2nSZi`N@|*^?!| zBuSeWzc#%|);t?f5Pgc)=~``9)KJ^RBZ(sJE_d7ALw_H*pwnw-gfZl)up)x;;ZIK; zEmA7@^N5UZjGWF7J3PQ3|L}v>R%R`6i#Kv%`CArf{upFiIIr=T!(qcdj$|v5C2*Nu zekX>ltuxwzjgI&aF!)G9QB;e@1D?LB%W-Y!rWl3zbQnI{s{4`p6%D{5ack~7+sU;hTdk!UHrgs+wYV zxj%5*(?nHeqvV`;X`N&S2CJdN=5E&2_H5@@@wdoGO_grE9!ZNj^P{@DUB@t45JVsH zT&`(0gQku9(ug2ge@ye0jyb&tVoTji88e|wkAWZ!wbWa`=z4$;q* zRxl)0C+uSmj>O4!cxDVjT^|Jz&+Zs%M&^h`GjG=V*P~Mm|IqhxkhYC=VLjxN)Sfg^ zl%pk$9t7nokLcMHciWXQa+S1EDRV?`+M9@)19@baW8+O(ThQh4VvG7AcNWzU%(SaD$uNi642*7`~Obz#qr`a4Otq79$nzup#ym55kXfQJ5rXxb%|s zyzO#>T@eV}!Z&|ryT3;~5zt09T=?*rq~_;oq$T~HP78DiICiRMJ&N)aaAsrlR@0f~ zEYD$5uTIc=GcYJitCSSfX67uoqD*M~yA+SNyDr8}&}LM@Y{)#r_3$x}W}cQHQ;i`% zu|}qm!djBzIPJh@Bez zHJ}a7pJM1qm=Yjlcr~IH`*RS6uQDF@viPdpa8pBe-ehy#TYsviilW&$4nj@+f1+WnO{ zZp@so4V3G4jT_2wp_?IR?8ODVDJ6SXKF-f%M&WBwa=iC-Ih&qxqWxHp?@`$7vNQ3_ z%Q*Ku;&#jO$Sm0%RE*~Z z3dt|Eu0-K_6#M4Xe64t0S#JIjovS4J6s5J^?EmpT5Gt{8=qUw->=xr<+J*%Z!}+(* zcXQv*iGJT!&y3>@V3$BY$%=GU>nS51GE8b&VtAzz2{XiX&)&m}9%=LAd511TZk07Q zW|k|FL|mEWH2(sP6Vs}1o^K#fK#=^!#G?M$9FBTeb}U0^_vhsO<5FA)eLQ#_Lk^pj zDd8E-xrGBNONou1yFH4P+2)`J7$t5w#1ygw4KOkGm6cni`BRgw4ton>xEN!On|mI_ z?BY(mV54&1WxV&f7o}fX#F8z%Rx(px^16*f|A*Uw*K}%Ej2oNFw>_Vq7eWHSLk;aT z*>CTIdH_nCLF$M`X3iToz3WnLM)Q5DpFb#jEPh8&XYaT)E*|+3ILAf@RK*=rb;S*s zo=^^rPTsQnbu?K@z47d4MVIN?-Kirg%Mr6KMCiu*<$nnTSNEMtC1WNmgajmIm`__1 z6|Xa}t_m@vEWJ}0n)I2AG1$AS+nP*VU<}nZ?`E!qu(5%up&F%WW{Bf(2lZU#LFK7xuBQbB_T~`|=ay8aFU{{cUL7sM($bVm z1k9w$BGi*fO}9M3{_#;6?*?QA?i13td5(kk@dMAnWk+~}7>Nxz3%GHYyk;U3+aqm1 z&3NcK*;B>^oWYINK7w(4d+*!<_Qt)vJ1(b$TbY+__4kdK)3r6^g8&7r5ti=mwl)Beyrqk$Ej~z7SI!V9@8#lRW$Ehr7mKcg zqbK0u`zIz|fW9rl^WkU!KM*1S5fp*K1o@yq*uSv;10g`w(c2aP1w%wYvbI)^mabd? zXLn1agQu+}!25sGVZetCxbP(<|B~Wn<%ACb{~Hy$zV5aFkcO3$4)O&)NF4xy;e+HI z5uQi@1oD4n6A%4|q<^%(t1id~xFC6#2To*dt=(*F|8DMyd|>Vcz7MKg-^gtRMjAL( zxo929%y>wNhegmcAgc6S9y^U@VHR_rU|&vw6ny%x>OM_B!euRYq5m85A%1`(_V=!NYhy*5#6_)*>?~_ zRVM0*lQ%>{mrFezl-9qW?S9}K*EE`f3^5nMx%uh2g3VBM)&|bwjmR#fZg%c^M;WE< zZ6r-1*%OHht@x!6V0H2=JBB(P8hzU+DU@P*Q#AukSza>dSTSK{(HcEpIe{610pwR< z6-jAO4yzuB@U}=xBl?^%@96Upg`kvIQe$)BTrw#vCt;K-XzpAN*d~_l*vZ0 zw2el`=cs$Y8v;{%_m#NH1l*-H#b~7DzNlbpi?7wJ=v$2%5A-O93%eFKB-K&fF4J~3 zdUg8IZ72jSt38I43>KX<$>Y^0=UWa|^U0V#QK{umqy1jCZPTf~Y$6g|w>!4@a*g!i zhQ>hfK6i`2YL3@5$oSJN3sLMt#&r-wILjpncYLu`ZL( zd0GDX9g-d%2keQ&bab@Fj3egRr4(=Co!IX(Jbc8W$ty_fh$X{f!}Z1qiXmv&JK^{a z)ga4q6BdG>RoyV&N7up^9;c_=C;zEeCZl)0#^_Ss_laYoO%u%ps*!C7<8zV&`ExQYZcQ#Z8vVwpXtq!1(K*(96GkEqNBu>Q3A;&X@BJfP@#ZT1 z6IY)sb5(A--{ZBo6LS0v(Gd>uY4k5YsJ5a!lZhz0R3L$a|_)Nm^H!g_uY$8S2b(u2rIW|NJfF zBZ-=YQrHvkW7PY?{=3Gi5HyLduHzyDT`w7IiwG>>ksu3r+!W%N>EzcQAbh@Hhx-2F z+*4)Z$M7z!@xo`XEqrgCYAbMW=*vfV+pt>9k2JFk6+eFV130932JCPD+4TDgy}h}5 z!sahO^E=GqxH8B8N6#OMw*Y_DOk5lv^iL5p)V8(52PwJQ*!lqAU;tFW6d$DH==Y$H z0{9>U02~5<0w51_+HP)002K0&ul+aN&JFO7pTpmQEC4PpEiWP^BP=5$Ehr!?2bL8Q z1`7(w%FD}2L%UI7QXg)gI{p5Q6Ly#~G44&7vZQHhOd-q%0wr$(CZQHhOvwu5nFTFIUB=b&=d1jKAR6#_HmXVGX zigbQ?WF3l)fPuiy$P$W&2Z~&RlsPUi3Pc8l9M14$_c?&Lz$Qg$@Xy) z6ZK!dIz|jQ&SDaJRjCw`XoeWD-7B#pLy|1UiCHnndA>dzUatz=B_;Q`*GFJwwQ_@W zNhx#WjT6=`tUp#r2OZgFe80?dhFbD%30~ipOnc`VTk<twYgHSayVky$_EtOZg}png(2sw3R?$bEJDD5!TWZp@Pu{qQeLATXsLGO2 z6s%g%U^rQHV)&Raa~iF9l7>po*UUw>-}e6kSh&EarN%J|P52_r1C7*zWX_Pa*Q}ir zX1XleTQN}rl)2=C7GzTQe$Fleap?@tgg*!hNy!%=O2#FzmFAet|FZ;)3z_G%8g^^F8Kf`+@Egodl_ z0zlCCu)yGQ-YA{Qb?za85oby3B}shG!`yJ%T|K8!{=Ku|$wq{zrK?=w#(i<>T5~1I z%tx(ww^&ztND4`{TMA$F{N-Xye5h~)s>>jnpRU(A2GYzhCxIgYTorkO`eTYv$ z$r(_HQIT}~jaEYs5($K7psAH5S)*pnk~FzA)U?i+Zpm;D>MiQ^ZtWVL;gPN!yaTF( ziozeVsIE^aN#aL%)DYc3QHQL~Dy~A&%W};q2l@>eP;Yhg8*CePhPu5vRkXvtmcm9e*sMBBExk?<{#|o2qL?yo| zz-RE(j)8;hJ$a6K3DmI6HYSTeKqA8~J*^K^2vAT4HtHjU&ranYC0X%6B@VAPUmOsi zX5kb!sq!th+5l8uv}&d#nZNiliwf!QIc4WW%J6?gj6bi>ZQQndQmkE|NR7Kvb;`Mm z`?%LnkpC#OI&C8E`kHlCAp}ET3X*YWO&{A$U4bp`*H%H=UC!9>HK|X@KJ{j>Ya4y; zeJy(0_5OSG6p32~w?&4E6rqKbP#{)yFOGNJ8as6pZ*J9d}H@Gc97qs&{y}QgnoY0iRG@^@@z8R*GOul%c-q>VC9J96{0)-$2|b{9!lp z;ygjhGJE(ErF-uO=f4Q1E+?@dw3npE!Y61zUyecWxZu6eD0dgt$_9^kgp!ojl}og5 z;DFK<&~q}UQ<7bh%Nb(Px`vcYBj7mM5q=8{Vs1W0hlV9JRp&-X{Fy0~m^gwH<%Rx! zSvByiw=g2YSr-;0&D)!EyYsNKAIfcV8ui>Qm~4SiOnK~u=MbEW*Aa_|6BPRQ1OXU2X|q=2Fh?ogkoU#S=^6+Q^^Gq9a|rKp1)0G8&J!)Da@HN z#j)Bx)NI*bhHl$`>(G*M?%~;JMNo<@I&30#P2X!h2z{ITXY72 zkwPq^2wfq+hiRO%Mp4mtk_i&sMM_3Ac$fy85@oTg`>eTW4v#xHyO)~tUqv^_RYP>` z&7Q)H9G75qzSKwX3LmQF=W>F*kC-QsJqHocKr0^N)J1qZmlY)*9u*Y_mny*+VtO(> zM!aG1?7|`fn1w&LMAm_jN89_9@E6z-?`(;IEZrQRe_9zpY#u2$&)pO_eec`Im4;K_B?()f`lQv(Ysx$0muy<3rsf!oCmXCQ?>rVLG$B}Zc&`Fh5$1Po*_Lr$P zU4Prv?3?#4jhW3^VeVpnmgR;u+TlL)?(SLl9{?jGUlf#yt?~cn#(&xWWDXmJb!O^MN(Sex>Xnj-T<4;^c5Hr8P;PTEWQ2sbfyb}PRE<*V*E>2Ij zO?9>IUff4s9DtS+7XUUsKK#+%Er6m|ep5^bB}BgYr6p{$AOFJkGF<+xfi1A}%cnk} zIcSZpF7Ah>1`iKUy6lZ^I&OAN@Hqw`9$W1y0Bb(<{06Q$;Cq#Ue_{piecog`VmScT zDjVJ3_zEtKF0V{ZfWKQnP7Ei)@#F0QSR()z@Gd-f`4kmEGHyV=Uo`43qXEeGnJs|z zwDlkC8~$A%(1!o7D;q1jTfG|#sKQ=^f~A84tRX8Me4Ox+yw#SD%#e2lez9t#lyGFz)qD0D(Gs zaNlE6y#rWgpMDqm6o1YSgyTKH$2T~QjR0DzAFAQO>3AVzqk|*xq}2D=v2O6axGAVJ zsC`3YPy0H%@>b^~Nt!pZfmU(fK|^y*EA3x!FHR@4uk^Bcn?= zkan&vz#s45n)kin{!y^{dPXWNvh7|C>6(BagrRx4xnB z^v!Sb7{8CnKpI>C??2-&U)jH;hA%%b|5yGgLGbszhGd-GGBk+%ALe7QYMtuSyT0{b z{dS_ z4IftxKn9+6Gk*&`b*Ud?Z{lH7UlPAHK)rUee|$FEo4|L$z*%kmrk@23?Ih&SLA0=fzA6sVw;wSe|bwJ;b@hPw#AwA{5>`6AsLEn9mB zPthRhoT?ABj&m=P4A!}j)=qM9H=HK1_Z^4zHyGARO2NkW(T6QoIcwcQEFFLB0(XiV zspf_-l-y_$VdKTe;c*4(6Ji76S38z!Y9a<*lob4Fw@7=lskO}5;{EA5_R^NLjpxv5 zf<(F5G+9vLfJL=+;|-I?5ksBKh{H45Nq+evYl|{^x`AD(g98kt@5nsX8^6cpH9ZXT zE`s|upvH{uO*^EoMB{yt=#7;wuJkGcwv-WmO!VS!RT^-eTe-(#mk zY3q~aGdl-7)NouIqHQs2<1YE>iO1UtPBO_Z&!UN$guBs<>x=Bd9?{EijVIPq0D!SAb#KZNOfSs1Lf2N&)0-O4f(KOSbBf zmlk7@y*UM=(ymK79%Zx!_(co74#X(<66=iH|i@t_hOgn!TqliYIZD&AZ&5v0QVc6Y*Q+b0A+AJ=;-Mh(qTI!PomOgPYQ6 zQJG5{by;019WS8IMp=?I>pjTY7DzAv7p6_?Pn_%XMa>rgS2Ov9Jja0J$>&*uqn>sE z6RY|+bNv{aRR$Gq!n#p`?AOv6>-lBPK@o*>S<3W0`V4T<5B4j(VQZhHj+ zMNsQV_vl8PxrvE67*aifW+aG0$w>|GSV3GCUla?6(i3 zFR8u(?Q5{42a*kcJ@2R5Fa58T%fP2M6SYXd1`=WLQtSnF8^VC9i8eMYF6~iK^X1m4fmn7Y=U#x?PcpBwlshkIN{9)#Qyzp z$Z7dnMJ>WKW!KQnap>J5+7|9N(&T!_eYeW?!9vq;Y5VzN<{5OHH)p&A+0MI9JZd$# z%jpE!Vfx}ebo7=DX10b&cd8;Js?BJ$vo2470ZSaO2C|DbSrbhP><|{yqbO>!t?3`p z$L4iz@mIH;F%()7s&+7(`0tjr7LDSM5xz)e9lrdy#u2x36K*#?g*@Kq-6v2*=aip3 zjDeSRwQW5%SF&>rAXT(}ut`mr!p>{c$hCZlf&ItTy2Acx677EES5Nz0;1;?%;IPuT zXn{Kv0o{u<{H0N8QAOn>{^IVNsCSq<{-?!Zn?;zumT_K93ZCEWr#1CI00pHD0@Upp zv+ITen@gz8imwUOIQW|`(aRPyzO_8pJ=s%r4ir9l88LvvS;o)ItkAa4Zr~WO+Dr$W$n_ z$*Ur^JA}C1g_;2AE}Lo}I76~eEP}hM{BZMVPVSV#nBG?@l(op~mYVjzQCy8oRhwl` zv&+vQ6giQM8;YzG?(}6)i$i)idZfr^S|=6Jkq(Coyq+{vABnHVHnO`0iV6S>cbKlk zFr`O1&H^ZcQ;<|yUM!Us7!E(d(xCl|g1!m~61@?^V-^bH4FJwUoQ* zuNo)?bO?ZfY!BO|IHPJwXGk~k$u}~29 z?5Mf|MKTyyJ`j61ft9X}x>2Ik_H7&xCM&AaTjbsMOyc!X)eK^d9?ueMl4sH_p9PGR zhDaD6)7XGKP;WJ<(1V~!RZjcYmS&LCCT+37GKF|Xs^p9mzv?Z9*89iQ*~DNRH=keQ zl#hY^p-za7<I#;z!_?n!1Hd@1F-SfEodGYI6gJ0j$0)KJl``36B2n&F%=ZM z`5z~t{>x%rxEH;hp4-`N`OFYShMSRx9E8hPoK*skeri5ft|-{*RGf+nG9$1(Wf36h(z;Q)_xnbmdp|_d(8!PbuBxONJa71V z!`QG<&NVDu{3NsbuT=TyIOmk5uF38YeGa=h3PaiXbtemnzfHj%-wo#-E!v)WMW*MB zy!R>?1z|alOpR>db?Hjeh)~={x(|%(e*gG%x)4ie0YQ|gMM z_(NCQ9cy=|y71-rkEIpy)-AM&K)j+EliR!)gc_v^bT*^kL#|4W5k*O7dM|Q~H|W{n zo|g`)$zr5Tx+z%P>}CtVL*~(-ZZitH!bd#Um4 z!;01NN3yrX7fhuLimYr7LVIrII7Q|4U?;We?W^`lw|J;=Eh2@%cCBY6`|;u3mLLrsqw1VN(yU1u8! zforG_O6<>l@5zt}YQF|&1Z-XksQ~hs-#ay^42ti*&rOg5SlK$=;#c8p{W9uX?D? zY%cGJx4_`7Ic=Mw2~azhMqFrb^-9`d4_uP zq@4&E;D%{jbTnF)6$$4!$qAB?qDDi?536z8Lqg5PYqj{;-^@msAe*4d( zP$F6JDlvH|6Hy^GxlX`cel9dgYNMEHP*N^B}$uzAi){ zGj?5|9h;QlO{C|}!0loXN(kA9r=2-uPeH+L#A7`h!z-AZ5ss?so!^rFzzCPu#Njw4 zjuVklK?Rbo&FIQ5$@V0&{eUaDXkOx^bRKy2H|Pez^tx+{-<1}@GL9dedPgdxW!lZ9 zdw03FJ+)Uv7&Nl|AR7vewu=vh>%bcBCPR!9%A?>7A%>d5 zg90uXt=s@3D=NsHtdsSNV=st27WGQ>h#KV{)LgX&JWY=0Fd}9ED3}v4Pir|w5960Kz)mva@NuwX6egsE6``w6PZB~je(7l3f!+Ao0JAww? z>4JMDfe|pR&6Uy|p0zSlq7&WSTCMN&r5N?T=}9M^xx(b&SuvEov%VV!4bMj!(z6^` zROeenX>@X8^m|1OD$W`HIbx+)*m29zoa` z5rnM1@2HgZ_-f3amZtA+~79%d6CU&4GgmeFCi$>WKKr}y7*h9$Z-1H5N?N1 zNn}`>UDav+FP4otd2<`=%2YW)V|)>u42dZfX82;bvTrd6L8mow$^1f@-gW#l>yF)i zB2;HCPg$D|K_91?Odc-;OW;rc#{qvNcN8jE_SCQ*HYis@s}}wDwAE0m{Mo` zd+M|esNIEJOd>MHymjO7c6r1#&c2mq)Zn1leG?HLoq`S5TWA^%n@UN1X)XcTQ8<;o z88X;2t&>yxQ1_`qCZ5i@Ekid`U0k`4X%FjBVD*+n+Z?E&uXQ$VJFRm#xO0c+UBtKv zQrkOD;$rlg2?A87!gK&h!aECzaT!y*O@<4%teI#hu+1BHagLVq=$yTRl=p^?lH$hT zMekPQ>Dg8awqNV9B;HGK3i}`rFeT5I(G#ygNu{&CSB;`ZOB6JSwrusz&a7k?Q+atDmAV31>RW=wYU#}hC zf9Ia{ibQP(l~eKckmbor&o(eXf5s6%Q;HDH$&ze_68Rmuc_Fy+<76cv5*mBlZ0JyB zgdG^at--5a!9;Q$iCw=vfp`?%=9>Kkhe~h!2X%~;GzFh2_$X3b2R%o2)e|IxFcO4d zy}HSZV`ZR_mw!6s}B4!`Y%x zW@!2vX;@ll!~Pryz~T2OltbJiHk5Jvxj9zoIz5t_t4Ge5Y~Ikq6)k z^sW^Bb&WJ)kt43c6TQ4$Fo@efnKkDEOiTwrQY3)w-FZ`hB`}=FjixzboB1i-d}7L# zdeTiP+LP%|DkKa|K8jTFN$(q8h50d#s2otGgG&`PXVCt*dB$#NTD4Rl?=3S_C6NLG_xzS9|SCg9(qm1ypS|>gI(1L~FB6c~4BukVhfbT;W z8@A^y0h7FTaJavk^^H@t-Q{RE5OVZGx^gDu?i# z_-`L2uy8%N_!t%}5|w8*nQu3SgB4p8culnl&3yxFjmjec3o(OwKQ~tUawxli9rHb{ z+neEJM(y^X1KVyX?a>g1p+EBNlvks|E=u~so{7Txu1^2Go(rlw*oI&-2H&vE^w}Cp zC+ul-MC01RUM+{E|J96)0A^GulHdvADP@woMs;tiyYRpmwH-Tv=eu3p9DY%*)3<3G zo|bW$itzd6n@mLeNE?<>jA>q9cW@DTy@7wXYyN0OeSQR+b=ZMTwQ!J}h@^3xjzzf# z%)yuUG6>h&v|1zgU>17K)*-H=-XNpay$?Cw=0rah_wL`P@$<)!TGaUde8LjGa0;_N zm;F9g=9`AW@gu6-A12mw4$-c7vVKP>JvF9tq3@l2#m8#hpC{rU>o)D|S=PL=!fC0s z#!N@HcSy0xIG$n7n;CuOli#YUf4QCy!@ObvgGufj;poA90mIglmmQB4^eI zgMSb*YykCl^uUH*(z5?G_!3I zY;a-l)k2Nm6lq*PHBi_;r$dl}HF-31lDPOEImuxxJOg^be>hZO>-i`!?s5%4ekzp# znk%l@tIVh?Ezw7}E4z++EvTK+8MdD9P>>@KZe>YtptBN{_wOW$S8Jfvq31j5;^qD< zPXqN-&CciVSe42vP`@(rqz>wNMTp9muo=i^EnExZ4JhZ!f^~#;x|Hl}(8Q_$*fudf z>s_{;>Xo+%c1O+2t5Vw#W4wr%@ob)xn#7PL&HO8=1rBSSOjukbNLWV3mYeZHd)L@t z$8<~GVpBm!n=yH8r1LJSBYLU2`GPI1n>!3J5vPv@C9YhWp;TaQ6o&j&o)QvLPmjts zo2ig$)?chw1kDdkA1a5h_Y`rXG9jL2dZ>r~8GbUoWi0uG%MEPgiRfcgNiWDs zE1)Mlk+9ZH`l;^T&+7SR@xXin%`$KHkpk!%EP8a#9PyE)h&^<&Wl)RYjG{Ouy!)eF z6Wtc;fg5Oow31e19RCv%ecD>Ov5|cGCUW%SG4@htiwKH1pw%u4l|t?fx9SnN+{YM1=$at}T;Q2(aET9g*NcoS;M8+i z{Ww5h*aY0s!q}z^-kGeUehUTl1ceyE!7i4Q>OjD6$=KSQ^-v)yaq@^$Sr>M&O#C`2 ztu%VYnM>04Fx{oAd$dfke){w5GS-JX=5bww*qhf3_jGdBvx7FODt0Sys_phDvN%q+ zAeY!4@qNC2hr)6!7cMaM1s5!+`-M0o#7YJaqN;`Q$9JAC{cmlYUGrMI7e&iGk z!{F4oxBN=y3UGDCF44T37mrn|Tc@*VD`v70SLZvA4AE*R^DbV5dYaB`;;4uB$9CF= zyn-yklWcMUZjuC4-ul!;ovdE(0^E+2GSu4tc|xvR-#_ZLKkU|93BTE!*9m0_gN3tt z)o(-!o8#dVG0YQfr|SgykI&Az2x&)JP`Psef6E@HefAxnb@$^ztz0?IYoc&nN=#zF zEfxYx#2DI6yURs2qkr@OxmrF_@wHyi6q$<@y%mP0TcQ4UxPW=vfV)|wPAE~f+^Bs# zvJ_mp{FcZPU-#&3a?UVymuJmksC<&`h!l=3^}2tHI`wMf+Fkj#Ao6Dc2snWfzQkY( zJ5{pA4qTy?ihuP-ildhNK6zmOqsDLi%xdt-2D^Ne(b$NYIKA)xpBV*w=MC)<^3bfD}`Q0=Rk}3;4;aUY7 zEs&Ro*mq=Nql$YkC5BaT=%8OasA{t~%EL;C+ln}|%xwmV)@*F0ag`ch<;qy@Ei?rd zJQ{Wc&pQx)s=tm=$$HnZK$W!d=bDGe`it=g8rCN1bRtW zC1ixLWdO35&|?EKg8gPySKAkaI;Q2quyF< z24pC~2=yxF3A=9C_jv3PWq^O@pNDK~bb=FytFC*Pt{WkEQx~K$B)uu~He@@Fy#ha)5%@1xF$kgwj+vsXO+N(~!r8rqqA zuS1&BOm%x`hSciY>7(?YD;p>c34hVXq~m>?4#UV8XXR6@ zX<=N}OaF8XSmosAnhjOjNaoMtMJyoodxKY#k8G)X+*~%SSFs@3s{L?Idzd@6P+g^( zru(8#LtCgdOggd%V2Z=Nwq46)@_Db^*!)6gN8ky*WxMAkRKax^-3UvjOpR|iGO!t8 zDV^$S1%-L;9D#ERzxOPSs1ff8J#ZQB_=VNXitARLh{lLpCwQ{Jni>-f6G-w2nq!Xt zk=ca;_=B!!Yz<;lLo+|PO=>TcOIW1U(cqH4${@t6n(rONpD{2+?IJxopU$SBDT*J5 z6f@>arv1Fb&oOkLzema1x_g#@JG{X^%bh0fZi|))aB4ATvgYK$KId-PX-_$HQ{N-V zpca|g$;}n|N`ICaVOr{p_fPBWuhyP~nij{{hfe#J&hRdA5xS(2dymm^4hM+^AM_Gt zz@NqH{%6rJJ}ffv6zLIyvx31~@`4?ZS-K=DZzwzbrUEi5Z_!GMCx_l9_iVG@(RZ+d z^P3_wat$a=M_NW10{)t?GH$8A511eHxjQ&keBy%Mejj=CK$inH zD(eiC%1mO)J=1eW)zFmk9A$}-(`1t+Bhv7SvJOY4Rpy!U+wA$G76~!Rz(}6-_1Yw> z0Q9XVfMcVL1AbEkUz#&D7ooMP*w$8lYP#F!j9C)BJ@fhAYU5>RJKB(~j~>N$p2-%C zhxpi)D*Y$$$*yhAO3d+MD#pBEDPpO9-AwPC|eYb8@9T zV-|C~W-Yfi@G9E_KaY}$#V=##q*znO>@ML#0@AcBDmu33F2k(^^;^I%G9v6mfK&r-uKXTuFXz zee3LLuq1!u#NvNS$nkC_bQnt%MBXLA7p}E!prn+%ViDg|iv;o6Q(FK6rSH2dr9O^s zH;lNPj!9ILS@Eb-q(!(p6!${C#ot-fJ8u*ttV##l>-U@d-ejxG%XpgR*j}-TT?zzC z0K(lbQpeXe0*z z#>9NN`Dj6jP!RE^_sK?=ZFv#_NMJ+69|!daQwxgC8ji!tZ48^`b_0Rr z@^HJ;s(fbq@*44Suc>U^&X>4yHKFRwDY3#trll?78(SAG;}BWmJjkEZH3Iq@$Wg*Q z8i`fCfbfYzRdT$3ar1TL34Fy2M0Q8?j}o&Eq-k9U6AxpJGIOUkw5EgV(3Tgb%929i zrUT1a5e<}IYqL|RL_^i@^-eJa^bm(=CA%%_)hEVI;M@BIv@sb`aN6deqvsg_6LLlM z{QJ+O7Z`QMbgl@rc5G|`PgeeKv6+;n&ll7pHx?XO>R)PvpQCFVBNgVir-Hm-K{`NA zL^5uU_S(L)dKe*81=g_O6D(E)H|w(oJpvqa>JHQ001cVuTkG!%ghdON&dd0h**KhD zaVZ2EROq>xJtDbhyLFyI7bwZdwpen(xGHq6^G~mpe2TbKFeWZiTNoAwadK!z9OR@t zl{i-j(GHTxb2-1WiW@1!{oyV8-V0ixR;14NQ468Q`47pz1c z2zYMC=nV{h5p0wHfyIA!BzsW{TllfzdUi6OR=%irTwgX@{3GS*^VwltZ3Jx?xscK~ zt=nF%;g6)|bdaaObBh@tcJ7=89S#ik`|2ri!eM3dKB-Jz_0%E+uMU@!FBK7oaEO$w zpJc!ZkW(`@{QNsX@XywFNtRuvAd6}V;+N@;pH&u&WbUH=pdg*Tu5aKH&Y>}5-nnr? ziry)6l>E#-5f`w-EJG_{A-JnWUBpsyNLaynJ|bJ$K5XipZk+Ldr;B^{sQ< znL&A=`1rRbUa1-rh_H7dtYsH&*N)^mL1%>n9U!-K1{XK1d_gbMqy@=Yu_Ab;^VR$r z74WpM2igOGQ9W~v*FF4seX>fi%hfc94QVQi_x9WLFz41!QaEio)2b*(WnyRJ%XGMBL_=>!+qj{sdc_TrFQ`e_VV=&^q;U!xl0y@RX4vDOFkOc5vT#!s0jsjod0 zF?Nh})Ps8Vj%osEX%n3uI#+-+X=OU=m@d=Smg$R_qRio1#s9#%lfGGv{cVX{$jNhL z_*As(v{%d8Biz)d>_u}YQ=RDvLuEZ)<6aX3S9=zV7&pk_URN2ho*Vyd*f;V-0*`Y#og&o=MccSj{LYR?0H5>VQ1FH35lH!?Q~2Kv;5f zQ%R4^)x41U9RaMSp~q%V=eYgaUt-7Gx;P+JQiIOYNilQOLOQ4gHWO7w;&CuVFAroO zMJlVvhv|_H=fp{A;rxYo`N-UTP_y5F_tK@~XXmUj&8qvKAuzBNTMoofe4OO z{7kP6g^=xB3S=DwoC?$a&cOew-HnEI-I-7Y zte6@h31-qdy8Z~^+7S{o_(0+3u;u=;*jD%9U`cMU7fW&ERgI77qsItIvqKV${_*{u zDc(24Qe4Li(aMNVZ4!Y4VU@$B4zv@olLe~FhICLgqF?x6+C|5I7y0^l!GP9$$h>`) zU_z#HD8Wyu-VhOmb`HRp1=OGWDMWpvEc+zCdkuJhYqFG9&(YRhh!Y?8j;bM#G7P`p z6FPA{hTbaJ67+&*!v}9N5`^YU_QlQRRM3Q67p2Hy(gys3JefjCv{j5re&n*Rr*;y( z;tx>-wNh%~7)N%a$gz7QUIC(`!=1cGbpjW3t_IhLm8~kSuz+teJiWoY!PVVG%dEk~ zB&-s=k0 zW(%H|XJ>}#e?dM^8@cwfsQ?H4%P{N@?rKLXwHKWk3Gx0~ldZ_*L9%Y;jz^kAtg%+W zDxVAC8OdZ&dryTXsyQ*xLV>7hR&++k0p$^gylH+m!CXm9VM|F7Qm;+ZL#yo_>0Os$ z_6>D8@-Fwee0ZS(Z&d`^pe%jW0;300XPb6E2KPVVx z7dYLyqG9Y3^WvI9wekZl&BmU_bT;OLhq_~O*XTO7+ECZE=wBS(GzQ|df8p`Lw}J2m z%PUeK7)mt-t=ux4VKrI#Dz-GP8@&~3iTQ(2$* z-paJ^pGpDNmZx6wv*H0l*u}InN8omb{L_;47_OenHNuGHON7`ci+0c7Ydeiny5dCV z-+QIu`-BkTcFN4GQcjx~rpx{`3NS7j8}B$)Ok~Lf8_Va87Z6`60*pn^-^e_ym*1B- zuDvPmR|2gRjx(ZfbB}!4&z2aWnsR2)KLoEFFnmFMq)^*V0db5m7!Mc3+nb^&p|Tb8 zxc(@9XJ`#6;ez08e?aV6#h1K2h3r&WC=&jQdW%Pv5BG68cnW4l8pPOcG5)wbfybKp zW-)0#I;6sQ5>a_$_Ah8xJ&jjmR*oiWVIIMbe^bkJ$0C;NC&kfsB{35PfnW1zsv$L{ zikEVoO#QQ2`ZgzXrMO?ml0vmoG;r_8^j~Y-UYWo9F8wdTwTCRp7g4cGRslOV@d^92 zJmjey9^@B1g1)e3i3s`Y2Q1wz%PE2vsxw8kd@t-#iDu!b*{|dG_Vg9byh>sJq%&h9 zzu-m1`-!_hq-W%VnueRmo1hN#6{(E2(8JdzD8|@xvr_R${tQ`MUC7wMj3TB3T%lRnM}<) z`=>Ilp}gligj)2H)Nt$Z>MWaE%XVqsmB>OgC1uvnPiIliGgO>K&}0wg!@piXV?8T3 zmbcCA7UAE1g#-4K3G_JMn1`(cBq10@GqEDHfhLN`(8fBIFpL*#XNE3uqVp4@a8vr$ z764kB=qOVJmk#Kpn&2t#jsV)L3y8PX1TIGM4Tul2TbryAna(v!7hdLWIw@M1hm~y& zCm0uSC674BSLGT{#AKZ?=z{{IA3%BE2cM6cZ_kBHGxtq6S%pb!Fz3j{+D48`9N9_> zA&}?gpJ>d)`+j96z#0#`c^cU_xvkON$>3MRdIXztWUuKFB9R+$s-s%Ir~0Rg1vq67 zyKSdX{5o!Yc#|cI9pTF{aIg1ksLf{68Y4f*P?YF#+mWLT>1}x#Tg;nZfGlmsT}Ft2 zngUL+l#Ru@S9Gc$#(~V_@7xPtJOTw*6ZeTZQ zwg(QuB6x0$jS*`ZO49gHXXdJxkHL0Q)58S|bU37B^P4C!Hr&tvdh0j0wu}O|$21-J3xi$wn*9 z#379$^PLCKz`H5Sluy8?WuErY@8Gxh<`rv zVQ49J<>rWWrxqlxfU9sMWMb^nNiLD0reLuQ4hB-gytKX9;zi?%#g7bqnwvf+W(l;kR;L(WkZ7FPU~=1Oj6DQ)8ZEyLFb+ghchHoqX6ljb^P_ubc$~+MLuSr_Dwq~ zkzBJ6|K(FzGELXrSR=Zt`_#gHIGHbA3Mtjj(jkN18@tJ=`=JHnmJ86Ls0EWf!gMH2m z$PQ%zyb16}42*Ur1o;h(RB-*o`q0^*q>dW@42QZ1Ydt~YT#YYw>x=z{1h@w%y9|y| z*-{57n=78M|4!vH1nr@}--0&TwUNY(W(mK6wvQ)XPMW{ACfYz3KMaV(poQ{*E=yNP z8oOn!($0m#J_DGf!wYS5T&TvfcQ}>2N!(cH>rw6_`%aK<2W%dWj08F;Y>b`pfVJ$x zAU7#5XLVyj+&iF_%VLbzTHy(zWE#^Y(~tI&TvOBmnjQpo@gbMQ$#UAlK-99AKw(I? zgr90=%ya@xc}74b1Yd@;#nmMJTqBdeuKla1N)v}|lFH+fwO;DZzOf4<5fl--9Jxg` z+ilQtk=XFClHU;E&;0-f4V>2yO1}=Jx!fFp?Z^du8!-zp587>wS{}BF<8*itQvNXy z`;JKEsnuT^OF*@dX^j20cv6D~eRu-%S|oPx77AZ4TeS`G96o%zu}6Ve<%ZaV;Bums z8`yqK@i zPaUM4n+Ak-cAG;AD0^!!A`&aNY&LDGE7w;;acetMd*AIZ(*Q9m%#);FC58k@za}4M zX^El<6EG`~2Jh-I_mFyt-z1(~bC!H$RL$=6ULi}BCbVwpwPJriyAr;p2 z-716O<^Wvts9R9V%-kJKpbp^bH}U)!k{m^rDbfhX+|v`Buj@NR8*R~ykHQn1u_((Z z&UMeJ9)dG_k(Z;Q=oL zIdHzqs|Xsl`Opxd>A(_sk4_YTuH-z{ojz>C?ZF(&>Hy-6-wjb@FRPCbclu=kv##eh zPu9;EPMW1-%Z!xM`4CYc4U@MZLX?FG#^;Aw_g=s%S6^2>+&5mSxU>x^ryn1j)izDF zMry>9441H--Vw`It~;EnZji~a!C6)q>V}a7n1ENh%YfM79gTFXRSJ(4XF${@Aatl0 zz69^TzUYXJ8_4_?aw^5Vsr?|J}a56nKY#@^13> z>*KyIH&NMW6x9Q33v@wDDFtb=b}0>n+NtaAO2b%8G|K7wc@6TdesSHUA6vseP9x8- zaj4m@t4i%9k?+HpG=NvauWQ3HOUMo+3e4^95qZ{wBXN`ZKNvfQC_$iQ%cgDHwrxAJ z(zb2esI+a{wr$(C-SuCu^;Zwxpoe!9(;E@{?7&lDn2I`rJ~woKmpGu0K=VDo=2?TT zdSyyd(o3>R!ku5BZnFLCeTg6IFgL;KJ7mZd5V#hHl(RWE9ST+j=I}bID%kA;a+NXM z2(>J}KoOrw#YG!eyn*b~KHz-oX1il*ypD!F+FS7a9oF}sCZIY#z%>HHjq@*tORNc`?< zoX`z|l#lWBryZ8+veYTQ(lH7=cyZ^mzhOE~74P_dkiguv3^@aN?ZiDg;=^#El}zEr z9?0IZ6B%|D=?U^<3P!KX%E@ZPJPqF31XEDx7%<9uN1WZ80elE4< zArt>VpEY(ZP7YPRP*EB6Q0d{o)kT~?wqFsol;La%QxWr@v?CS1JC0jWQL)Kd z6evdBRSkrQYRaDtfaSaAAJf4kWYuYk4B{G$qB}&yMr+1E5i2PtdBURtHQ9uuXnIP! zdT5lo7eh9KxmH;HPRFn0&n42v_O>2dl)P|$=bg75U$^~c`7>yT1Xnl4UJpUAN6xc+ zLKk;Un@ApFs4tOoN9+9-$Ecs+J->Tkd)wr{8`iDAs4VuY^iq0b#=s1NJFzmDy%n}1 z0L@FbNhcXoxgIg^L-@g``yEWaBwc9n+Jip`Wz^20)Onw__7baSJ}wFj`M!eH$l!fS z5yY7`e(BgI>IaE6mKI+Ai9_wfDf3%Y_ILGEea6ku_;Ml&)jSAP_xgAHw2>_7No_>Z z-ElZw*>6&AbYilp1qyxCS{2MSi3b~7PP&dR#zcOq`r+KuvNWLLu+kp?kIygduF$T} zSw_=VjMLlRgHVX4eWzl=)05GVW==l$pYve78Tu1Kv_G(nT2x!?l4POz@N@kxLll5T z8Grc4EwO7c{fN@o@%1JTMY{*0&F`1J6wE=)Q1`oX%4KYdSrAM<>Q+agu`hXuB64;x zYm4Vz;e^ROWS#$VV!Yr43ws?2=M+_p8YQFeEH~P>GO7e*^0+n55b<)q$c!j)g07;?thE&!pr-nv`6eWGu8chR70Os| z^++7+MD(2DonXEmmsN!97jk0t{?IM20vc>8%2J$-yBDaN5?i{cD~tGMn>1Ukv#ucc zJ9Q2B2R>olE1ct7+th9Q(sgVUTAQe{RqBnUc+N!L2rfoJT}22EM0>& zJr4V_RhK+9I-tCfNm!y&B)^&IgM{c=^xpl`k)dUrD!G82t}A%;iJqXw*(CfMb$uNf z+f3_w6e%{vZ(rXGnTh)l$~OA)W>P}kVcPj>HgiN|G$F&GIh9*H6W3eAc3cnUSOD zZoz3F7n0(Q1QioHqe=}npA0AKAz&pmQr|9qUDiY`zVxExjz?i6SpF&zNwa^FukP8H zK<$#Q{gR2VZo!k&Wzmw8f4QFA0W1rtI)Ac7>RY0ndG{WlMZvPrBA%F7eOJk0^o4r< zXEpi6wz2NJhj|A^t5)uGa|u_f^0-hU$W?>I*i=f@_D5-`03ERqS>(@6Et~D?BQ=&T z#|A}gaI8QRD#63@pC+C+2nRc*aMMb|3t8z_ziVj{v1=HP%Rcra!Omw`%1*ezv`5>c zTdj1n7GC}o1LgZ1_!Aao zL*S@8Pc$>)hiU;(-DZ9^2?2MOWvYvmvc#$EUN*l5D2) zn}$?vbTX7uTmGZsSmV(G-o-#J#(SW|nVHqV^LUY#^dm zGf*sb*GWIT!Dn|gz=Fast;vVO`9y{J2}yx%3={G& z-!k}h#Vf)oSyRKk%7&RWcARNGfuaIFenGfFhCbsu?r=W4F1*AvAH}HP;g14osq{ak zSebD2jbEAuSgp_KBrf#9~i zJ#gYinm5m&Z6IE>+P7F5SOtI6)c*D|2KursV~}+l&h*H~d!kptK|ylu7_h*p_c|u? z3~^5AkTaow><{>FibT%Az0%r61_t08tqzdKjo7~!MhLM1IC30 z@#ne_?ylELJyBd{?_-k%3ML=jtW2IW01X1IdCe#lTjw)bv`$jn%ho%~CsL*e42ieC zF^11!dHBXsX~?gN7j(zHJfOE#UFQ6Uz5*1RQyY!4$3 zrI)BTecEEBGcb&2&5n=(q9X@AGjfiyfft#gky6TXeX^v|sYPz#zh-7AZ7STT?YX(CD8k}VrJPMgyyCC2Q|lCez2 zp?nL2h^??NZ~sG6@Cl|j)fY|5criKQb`Kls$(9pz4)K?g+ks~2p<3v^+ij2p3Q2k; z%CvDh<(YJSz(Nv}S-(1GbMP_8dzOfZXw8)r9xiVY?K`;_@N`#-;MUDgiu5Rjh($Aw z(}j2qHXvrw05lHP42A(I+9v9>15@Y#(LWQyS+`b3W(r_a@rbzajr| zFv0vRB1Vvg$Pj!AK(NU;$*x)*5PJy+|CjxLP$62laTNvsy+QI$)-JUWPUVATrxNhUKF5CI;vTcfC6 zUd#A)zxz(VPt+Y3esIza4;TNzcqToSBhu0XX9J>mjcdFndhXEGS(M2s(=v;lBXhW$ z7aZz85&Px+YIm;gNfPh`;0Gb)L%A(2K)qV-LsOz+xByMIB(Nes*mMMsI6{A1YX_Sa z5F8AnS42>((4dLZag*D=8e&2Ar#kUtCbs{JB8L6HC}J2{+5T4q!$iQr%<;dk|JM-1 z$->C||En>JZUt3NvO;H*fsk-p&2xq$*ruh(4kQ3(?(1WKVPK)qS=gowB-$p;4s<5Y zmXd&y@Gd*$J?*;vt$p^fTFLOJ!Ch^9?Wy&tWu=kP?BH?K2Zs)C0LB>~oP|aKrzpF; zg9h*y5Y#1500;{ag^vst{9!t*!w|^I%7?SR_XDNi5EK~W&Lo2HKrg)k055Cr1NaIA z@HKGoMRXuQAOHY~{3f64m&D0~a103qyyya81?L#T3={1K+}{UjZV}w+KH-lAaFvDw z=uJz5c)fM@&*B||w1f-=5iQ6UeQ0RizPf49gFxaHq#3cPoE{F`}Gd!;9$@OEn)S6m## z3k34&KTr**s(=BKSN@fRejalK=D)Y67eJ8KIH@Nl1sD%Y3RZ33g5#|ZUydUALR87 zT9s#Cw_HosM+d>@!?83ET2S$(HkJ)}il4~}0*L?w6hLGc3xFUFFtoi8dW+tj0}k}C zIsQB8y&4dUJ^%<<*I@;80Nfn7^}XlL8Kg}JP?QKgGPN?d4x4q9TxD80w$9;Vd?BC1h$Dh744t)g>=JAF6^XdKm6z#l(kL~b%{$`ik z)fL3u7bSj&=r1l1j!!^F1%-eJ1myjbDGCkpT?w_vUtVEP4eq~|Yj|7olpCn?%jNgd z>ly@nx2uf>=T;B`u=YFu=9Gsp_iz*S`>S!@tMu~=@)LFZTXO$PE3pm=_IYjkd;R;{ zCitR|HmV2cmf<3}bFR0&ZwtNmi){(<-q?77z_2v@+Lt z-<&5Qoyl+bZnXN_Y|KD`Q*gWo^X*az;QkiS_j|u>lTy6BJ-zQ;I<`wUwtevRN}ary z0=K7!O-4Wh1Hj1{z+><4CWM551mu3dTTO&<@S`;dz^B^={6Gh4znTNzH_;Dyx*8D) z1n8~VE8`aj;Xiw4N8%bL@Jql5kbAs)rdI8}=O^e3fPbW?0MQ5jjovlc{0siDdpz(< zhz4-S*}*|Ts1J<+V;J)FZ;QUxi|c3n1V4z|``DXD;XnJ#{#CoL-oe4StpneC?8V;x zySM9x2yy^dKa`&BSeFFRR1IUzN1s~ga=89R!#dMokT%eN$a=YS;3(;zJoYDLzxT+Q zEOl*Hu&J(O$d`(H)cyLoIvA?$~beB8}#AY!r6A>nFYORQO)4kve8q92I<&?KNNN^+JS{|O{(vn;(l zy8LWjUJ^`Pqx+~eafza|I}$1-3oMbGQZrQb3i-`o^C|}$i|bU5TimpYX7J!@N!k0% zxT2Og1q*+49i3^|fN$cfC$HtG#*<`0e}AeP6TEvlI6@ind@s_bNzYWx!`7%iQ4Px> z^lUATT$OQvJ4ER0Ph+Jzq|hUKl~*khC3^0wrZ483kg5{Bn0}4O?%YAAW%i%*lh#Mk z*mA%AZh4mjg=r_6B^R@3WU-g;A*Sv8QWvK&Olx_Y(2Oxfr9=8=ot?C_>hMX?&x``9 z#GPZAssOYgvIhf0F-^H3{b)4XTj<4!XuCF?bCXTkZCj4h{B6C}v7O7_-ehX(al~l? z-=J>{YOad{I9g+qu@E5>V^M8~coJh#T9%7YUXI(fx}rn(v%~uU3qE*-gxBuo8Xm$N zFq(iR4r%6-^L}^RB!ud8br!BPD@+0~}iO0|TSv_v3Vub_3w)czyE6(L^w`R~LJI0bt;pfmGf z6m;?BS_4Z$|ffW?UQfA$4@ zHb7Tb4erpD-m^&>7`@YXI4*_a#IFOkHYffxK6kvHq|KKaqF4xZanFg=_=m?@V%(Ux zA6&m@LJxw^dONp-R(r7z>83NHt?0Agrzwf7_s>fNEfccUnX^o z+;M~#A#st4lX%yzj<5Xw@e`TYfVQ@!A&R~?lRnUp^HZag%HW7p?oM_(#hEhGHPEax zT@ozyysC^6QlrUVwDoT&?Y-)x9t82iF6a9+Q0~i6cJj(erIDzWCds*ISh3;wK@F1u z_6!*KF3utWhGs%+ROx)Gax1k&!l$`+VA(+8h`l!>Ryo_)>Cwn}mW$0iGlp39bF$)8 z?nr8toznx!bZEwWd0SrKUPc5Di-zJSM~ z;h#X*?Li4J&bXvP&{$I;gx;}FY&t8Ri6aVzSH|2TZQ$}6>!?j^HK@>FlUh3;f2+#Bkhp_M-474AexK!lL}B+L=+ z0E{RmfSQ*d#cnt-q!}oPCEPkc{WanB5XK9g(WElH&&nItJ(5}!k8fCS!bO)R98wb0FHH#O!K_E_e>!*ybqEi(r zj6f0l>RA`t{)TDZ@Wsg4qJ2eeMG#Wq3iMomQ~+Z7Ag^XO&TCKwnY`|zVO&)B$3FN; z%8x}TxgoeXE4%+}h}A(~X(+5$69!e4M(xG8W(hs{Pn-XnuVR9QH#ef%#<3$P&C5{; z!#krE(sL_fKd2M89B-HA%Ys{pMt1Ok5EnBK+4YqaX{V#5OyJA`27+9BS1t5=kUPc* z`|W2^Rwb(#@l_?Q_zwQV!;GH9VTf~Z48DnkRcmM++Z@?*N2;wiw)I_bDMC{y*d`@P zvKA-S!xWh=I0Sbnr@li8L7V$*m5sp&ryLBM#KzeyQ{Vv*=-B$82E3}~u`(I^IJ5W& zaA5ZXnThVR0}y?M8#R)Jqrh9SsCM~ZEA(^b=vi&cab7EvqV0hy&Z*9Gej^eGUWpz) z5riKMI`ObYkgTADPUJ4;QK#wHEIh%~Dg_rKuev}l~)XQ7KZU|5>{w2CAK0&ZKWG`G~ z%^6&Wv3O$AYqX*=B_=tG&<%@S%{{ktWB0)?0}7!Y1&64)s?go`89rV0N(biGdg>#i zdrc~5@=Z3p$|b`{zZ?VmN{66KtH0<&|3wE!7^RY(ulh3pSn zn-uN7oJu`kD|nwiLp6{k2Kx3ypM&z}d2~TvDW9v@gN{UL9me1%@-iJ~ltO2z^+mkcbZEc!>zVR~iP-`x-*7lvVj5;!20qGA7sRE#tuV3bss< zvVFlpBbyM2ws*hfy@*5c9tWt|nsAdd^M8bSt-{pml~>GPuARsj(q!l1R^eyb_S#gs z6oL6OZ_c_PFcw0}JFw)&)*M$CBWeO~Rv}~z;%O9!-sG;yoW1bE$Ah63PM2(c&8?^D zJ0}j&O>aGUCJ($1PF&)uz%v-1IY0C>k*4`aUzjaB-?UJFKL%^;%QT`gY$O)ZJflRW{6pKpA zYb4#%vr;V!IEn7Z6guJxa&AyD@ZhKU4Lkx2na&=wCcE#@fI!H(9%mbxc9@wHq8jg< z>3!0LA>D$wpi6ueu^RHqA4xv!GF=Q9hh{zP+5%(F?lbF&8Z2VwZ-V0DJ!JRhJ0bmi zw}G3Fq`yheTJTsmF(5@kqQ+csg#xVSJO!X-Hp?@s7+#^cKZ)_4=LEda14W$|v;{r3xWj5hYF*|Ik-`&}_jKstvB9qF^h77TCYUDCXrT2gxK z)cT5|(TR8Z2ZgpIbD7p!{oSMa%>WgM`=27J!fd1m*cub?l?^q|^yq*grG|nDHH~WRcu}~tqw-LS-o6t|y5a*M~4PKm-zKaRvXQA#2GzMPkbZ)l|AfJux zH8YPJX0H%b?xR~QDU`LSREF1VJQ7iQbR9gtZG&`D3{`}Rp!THN2TH}pea$IrG2j(i z^X}6_-^yr3qcO2Cb1q&m;%^kH0Izj)z1i+rH9=K7Aa7_UV~`UR*`oIs2qu%rd2|NW zZ=^=*aF3;K+~dscLUzJ(--65aV;pRX{wB&hM?Z+AMuD***JgW9-#321lLlbvfOz{rhm#ehU-ka`WCr$?CLzH1yp>h zry`vw`4!rNaIEGWE1hR#m^g*S&Bu~QtCO6Bv+c>ao(?!7c6SMGY4KP@OnGPZWOt}2 z!nhu>yJxgmXv$VU4#SpXt?k!?6r9YfJN4KO!+np^BQt)mmY77yyk>41Gv!=RTO{*S z1IoiHbFvW2R228^eEriPrdePA-gOvA&qBD2LUR+GN<|I6i%_=HM`XnyFG^(E;A;n# z^OelLA7rgly6nLa(%@_3c8PnuT)_5joW9<25SLDB?eelpR$oRspENb`C1-nB*qI$` z77=`y;kN9;>!H+4Vs6h@U;O zCqao@QgGt}>?T^-;A8S22~v2Ejr(azDCUvv0`Tw>^U1Dy zc*NWJQPUtIs03bDG*1XtD7rSc1j?L4FTXuv=GD2y zOWh!$f3Q#G;&gVA0}vMpN#!p;ctJCftazv%3DJ~PPTkKt;uW9jo4 z)yXqk@cx_5&kYL2qkridneoY?^{Np`9p(o9USRq+bNbaL3~hAlUcw*+`IO^+f_RW% zh{XwxF1rVvS6;+szO2_99xn<#C>fsULN9^ANw^X$3}4NR_oOh@~jrcF4AZ)bh1 z>mm7e%}Yk-v>|4cC(yMW<~BR{uH>WG&CRv+d6IY+e-?o5R+dU%{0eTmu{90ZcZH># zfpkEp^{wOMrCfk+H(V_o`A$0-@h^?${8&gl4ZSpIYe2t{04}UzU@zhbWO@#tUf{(P zc6$`tm<>5~zl$VN?q%Gm;fXs5b#yJlze;(ft{`(8aC+wv_e!|t!{}Ve%QHD?7anfW z9RNzasj$m~F0DlqMhEk;`%Ptf=0GD?3-k+i9YnXnWJK+)#GPcbn8y#LNz7(f74I}T zxivOw9TmRs_3N>!VNp4ivJDcBSrHZLjQ7uPrQ7XJiaF8FHW?lY)@&3H*{YnM(pqTM z3ws|uz7|4RSg6A42THwvFq@X9;+`{Z(d}k$d?I{CH}Gr^9U})e1_;8iresj|@j3e) zF-c9|wV`hVpgw~{yKa_W(N{}Z`>8uIzHP3JBaB2Sas*$`h#C^x@rG(Y7giFdm%+Q( z)qQYsu-v%Bb&$tvnNq(G>%HDCm>UBZ9z;OI)zkBVhTB8_&d_l zxQCDymCd#$mGXgji~fuVH~w*pbW60-xXpi0eh( z#GU;^Nqtb4O%mf|rPWS!@d(dF10H zSm_G>iRVOZ2rUIsLTXXjSV1!gHbxW0dCs3o31a$Aa!Wj&fS-s_5{>!iy} z{B5ko9mlC+utzOlW7BMT-u?#`8-Q@j$r-O8vHj{3!PlTyuBA*P#+4ac=6GelP$c3UEkq(fv_uL7y?(%6nFU(jxlP%eGbp-gztwLu2__< z%25KWSu0p})}Xa3-zSDJnjVW*kS2CcA68bt+yJ9}UisEOqsPd&puLPPY=BebPJI8i z-uay7oJXn#wBGxxk0&eH)Z7f{0Hev&^qDpE&GtVFn{^6iYR9Y{=cBjdlE+7E@1F?O z>T1FSUc>Ip(09wMHp#hayYc8k>lV#W7>KSKW_MtmVLT5cI!ZU?eJmLd+1@G* zAtN+^_s*LRB)LVQCv=M4D(icH|1;N z-N0XhiL?r!JK@f6>C7GSKbK5fo7s3m3wiAH3x%-77?(xfv^cWbl(`7g8d?If4M!~h z>@TjxS^yuVHClKN?H?aDKN%*jScU=Oi^$6&%y5P6mIeZ9J(F>k%Ivbb;nfASN>oBzg4+ z#nn&#BC^<3U71%0?_kf8Itb6qBLq3k0E`TmzA9CiI5e#Fh92nFhtJAJ3IgvRD(8qe zCvZw`!Eg`bt}klww~dHHo$_Wtx;{et1}ocm_JM_@V&HgWvn^!48&jNFS}dhV>%3~Ptoo6_T zm6A&r(xVx>mhd#mj`USYlV|)}7MQ*f%Z5ZC@5vw0EJU z7?hfAmp_E6H#dzaIxU~Vpg5V%`c3RaqZ|DbaBjKb@d#lrJ7sp zO~T3zB_2sO8eSR0J~|lYpa+iI=s&vi&al@REBrMc|L4N3YMII}86K*7-4Bu3qW8FK2$$17xli^$cZC2DzY} zT$KyG3fogO>s~S+d%^=0Zm2jnn^}}R=8+#LDenAw&lV5QxQGnSLPT9Wp#|#JqW*$| zSxRaFe*2k{qEcGN!GflaN2Qiu@FqzTREzL6{z;0<*?m&Lq}AaLA#5Fx<-Vbhoor^2 z&vO+tdrapya?Fo-r`t%gY=Og}J-HtP@oZEcu5w?Am68?U?Pz!Ev$VF@Gll?d%}^^0 zLG7F5?L~Bt>WfBT2EXPwMJ3{st*JB}du5xbaMv3y50@~5pf8IIj55bgtr9@_jl-a2O{ni=&)>koaI z#FCdqo+mFmVhhK1PM=U*zLEQK@E5SHc&&V5SxJoZ5Hs${K@S#v$UYgOEke zOypE-4w4NDFoir*8w2_p;7&Hvgd*8Ltt51+`tggT!dA*H$wm`u>kwCK16FCk`#G4Z z*<(&bq9q$J@JFf5d0|+KdeWLb5}#buLq`9vpJus!sKJ7MPcz$BoM zD)b#$q)lQc&iZ&BTUPoNb2RS$(amvwfieDihu`W1ph{5_ZV%3f102eN?i~lO4vqY6 z!c4l_m-`P!>8f`^h?28r*iAs;TaPnaV6CGo?+l}|(uk{af7gS?Nw6d?!f{nuq1l1# zuWpRvqcZKhZg&;uaw(b0g$W+t!Kz&y9#pqJN!2ZlTGg*P&RFLe5X(l5>YO;tvL05- zTG`}b`DJC3*cH491#X@<%}qZq!@b{4$nK%5BMB*)5Q7E})^Bz(LlVsiMJE-jQT!Is zxRdymrZMm9oe7kz+Ca9Enf3eLLvkS-N;Pjc=bt=7Y`u{m)eyu%|B6t7E|9+n5-PwYB2cl8ZFJqMdz zF~YOCov@4`CsVuSfQBhIdVqHV89=QTs7wj@jbw20*XWh`k%2yH8rTDTpC~{>38|*= zJ2a(ZNM^3(ab%$%_3@_~WLXA9$dd|L#t+-IzaRh9?x7{^22D|a^si#Sk zp_Fs~M1gQVo$u2?sombJcm0LyBLM6}>2EW@fEbPLE7l$n%RW>|mA|dsWclYd_h*44 z<(u_Y^TA`qCm@IL8}e2z_;~`PcUfUP%t(E)ALIp2vhs!)Z-M+CQHC1#icSdpEYsB2 zhT0eS-ymwu(Oj8c-xjfpx{xo)ivo}ss#9K?`bj-ru3t5FZe*>W65LC!X`XS8Xm!8F z^5_bfv>I~@o?7gR%q-^8a1=Nx89o2n&s`Y^P9ld1)5bBs*LqcQH%eA7y~c}^hln>} z4W1XEiSZt$vCz)9?-cj(Zebk@JQtuU1jGaVofi&ge^XnJ!>FYD@iwu}*9!whp({+K z1L!v+2V!_sHnbvd5N$rCB{dPQJ`%}EbSv=myjQ->XAGi$NRu}gWE;t%6f;)Ra(Ito zNQI3d(l@?nJ9*WAVW&9%8#~3q`oFXk69GFTBl~~5uEoK~!0`XgPPP1BcIt1Fe^c-h z01+XKu%w%t8#4?8!_?e%HWb7HEE3WJM8X0ktZ=GeBun6b*eTxsuv3>BRyn5|pBtY$ zpZ`No85FF}oy0YXsS6$<*t5gY5lBD~R96fS!vh4k`x79r!yzZaEy04lPyQV&0(Wo- zA=(rA6^(NZQ194YH>TOXaj$^j5E#b=+dBZX=S4m^KnDr{*dmDA^9zSSC-nbY48DYw z2L(bwxQC#ILuL`2*b2S0GIMR4{_72--d6=cCn)Iqvbzr;DIN}uVhssirrEJBh;yq7 zqBQ`p0l|QBaPnP?LPO+gYbz&|m6el|BOooVMldj}`ZpPO57MO(*j!MXkPZ*Qs;@Q_ z&@v?^jz1gFAq{}bRbiFi)h0MPv$Pl*#NNzbupgoAQYV;u3+n)=O$#Tlx(rCcEwJx5 zPUQz-4bblz)*pK8*{!3uz>hR=zzh2GN{|NP1*hVjon;8gnImmvM<$eYvul~B)Ta9_~}*l8Ou#q z2~ii`#{FIW*YSF=gD2Q)t?h0?xFiR83Rbb^+3I)x2cP<8{SQ7BU?1|+p#p%TO)&TS zc0&ezW$)(HwnO>Q3hl_w@vEzd1}CQeo55h)V+J6NjxKG7GnXCL_WlOYqwQ8`4txJm zZ2&-y5M$p74Y<{O3STGKw)e&L=f?~{E?KW+SHd5^ul$!CsY^J;kGO{W*+J+hz>Vlc z%%1BT9R&SK7u02S((mqe6Ag6j6Vl;d7(z72S@s zoQJbzRHQVm<#|z^(;HoTW2^SAUQxZWQAky1hC~Uh6Ec;}L_>}=&Y8WZ^Y)^iNK4nU z<>#)GO@1k3&2~8bS7L=-w~1O~RoW>xLseOBqps%hl=%W=f4T_|j`Iq`w97!ee9gYtfC2wAV3zBXy>)LU9_6p0Nu ztR31msX_L&z~LnMOk=7gi0^G9meS2&{3^S8nCCuFqzTrK3;tnr=;ws^Rks6=`z6u0 zEx$`G)jX<@jFreE4gx}ql!fc^t~1SHS1p5LoFGUOlotcAxwb3H<7bXE86`|qVwR$m zr$2XlTiUCqtnxe4CcxURX%ajDj8d3L_$yl_n(`jS!&nfHaHK$t%a6O?(R8&`nK4S; z>FV}Yi!$Oc+MG|zK&*M8DdbO%Cb_#D)3FNx3cx3Q9+>1h)C+azY@YUuXSr^?P47?$X) znjCy+f{3Frh-ok8!&$uF{n%M2_JLgUfu0;yLr1xF?Q-1L2cEJYi<;_V48=?T z{o*lp@%KFI6@iQLXRbhT)a{c53U!ih-Q@-aEabeZ>z&u}kD%Ff;d!i@+>m)38>@<4 zvu9j_ZsTUXBJy144|JXu*|<87Qn1|7*{wQnSwQzu+qLZBXm{+t15Z0uR#){0p?=c> zIku?e7JwI@QSvRh7Mm?P)-nOqqA!1^px7YyIl^jNH6l%+EgnjUSpjw8%mR6OtoN{T6gE?> zaeBptvQ4Go<&V9mPEs`1A_BYZ z9kVjIn~OBlT7Czs@A?{mpc)Ijs)u@j%2Q+xQBNl9rqSI=>S-CFOoAI_*ryM?3dV+U zpmHu(-Xn5Qj)|xAp6EM2-*6U;rd$6U*d0L}gSCYGy&_dtSVVB>MO$f0u{ap#Nw{-T zf*5sYk^G*YPFl*BRwE)0+YKEZ7g0F@!1mKlnR#0w49@Ec9Wzm2El_f|ED^DAvGs?9L+0D_}wxVh{cczpb<*mS6ulW*G zVjj+YUlaJ#ig6sG1mJNVlvlK#RMU{zGma*5nZCHdk$fRnC;kBM{;s$?mE&t%^z3EU z;0Y6R-UdbT4i?bqrtW7dx_393PvE+7*QPk!$^yQ;?FcvEeyYjh-6#*C-{lwnpGRE*8J2)!M#hf2jt_6pl_T_|M!ug>0dnNL@ zo@bj#Ijk8}!cAyHObt-wl~)G;ptF9Kn(OO>kn?ry3ml<5?J;HEh7y5Rj9jR5$wY?u zBR3k_@NRiz5q2@Y9++DrGbQzrnXcY4@6)mqV)w7T)s4C4w9_$n!>bvE`s;)RbFRR5 zWVZ;Fc;HMv{Mf~?2ge6LhrbY24cHW%k-a%C;MTM1<|5E=<{T^?-HYPbyf|YmMb$!$ zo@nlf+x;ETgJif|;TFlp1G}urZ+-TOsldV05Q0YTJ~<{6VxhS3&vFzy%G7eKASXTRP_fB;Ul2p*Zh0BhR9iB15aRCY zZnR~}3Qd7>n5i~6z|(1x)-A~5awG}vCiFix23h5&`WXiI`j%_eKILt66 zUUFYvu%Myp*t!a<9C{?ArJ&BUMdR8e>2T6__EjTP(pZu~_S?d)1sj5z067HvBZyiF zl(z3cLi9XL5}Qb1LwDWQkCULA)QZVqI)2MS!dC2XNT{0LV85EgQtCQPDJTYp#jxD-Ast&Tm;;@(bzUbB@rW9C|3#Hn z6S?{j&7<57W8_Pg66q{FVZg8}lB+o#y{+2`Ub1(ZH{v>gxV?3IXVVD8XO(6?XM4An z-w=yixgtL2r|wHo_^vapWR3wYZChikAg^oIAO`oTR-k0Se5~SAmXZ zS=WxI!lVJM;4Ns|s!TeX|8B5AH)B;T@c85?_-=g zahwR}RS3h62>6A9I=lBRowK!~jPD)!xNp=K|1^zLQyhH)en_FA$r8a9NaVFw@ccTP zA;*^01z=uF#L{sC-{R(ADyT!gph<+E!uN=p-M93zZM0j(^9FI$Bi-CO4h#97RcBuK z(S(apJV0a6OrQMnGqr%M1xrH|bzD|_r^*X9_~;dT{jOjrdeeqGjju=huSxh1oB-I~ zaNh_TwU4sI!bq@hTZ;cCoXI~~xTsgR!y=3m*2QqAo144ZwKG=JSeVgwjqEz-4mDb+39)bYaA)3{FbJ$%Npq{lZud=E(1?&? zKN!fZf1g`ae^#It;_t+)WAh%HqXGa1QcL-WR$EZ<(g_Mm9yAwX*5C-?m((#OdcOlt z;MPtB$Wj};bJQ800c+hus(wLeI7)SW&C=;*dFM!?7f{Z9^;w>jF@1Nsp_R%XpeGf` zKpLNQl!fi$lxoT2x))RO0RnVxh!scEGuoVPRj#hN8cknWsq_B&2$o9KU=(>r1%rH0 z_TtE>)yw_i!JRQ|X5&~XX#N|RDf(d=x4|_di@7WsvJuIQBdfpa^BzuH7R)}pBcIaD0%CrNTVt>micelocc1QumCB5p4xzwKGT)I-lTgo*EGh|5F*zirKp zeW6}VuAhVpV-s3wc)vnuu##U@blgst zO(@A@ZX_Tmz8e`fA4M?_Dh;~o0>f*@rTNcD#Ti15N^?H3;1+m>G>6F@MKbS0^5u!0 zEuGO`+@YX`CP*AD`yJX3(d|@i;*5vDCXUkVmIvJ5K~wq;SpTQ7tBi^Q+SY=EjD&#F z$j~4$!7wyRcQ-?KgEIrt2r4Kcof3j{r<5QHl0!)kAs{6o-5_tg_uaSdTKBE>-dg9! ziGB9jYybH6kF)o;QT2*H>0^mgt+bezbXYERUKA@93%rx0pO@L_EClUM(_na<1};6F z$&*`-sT4JEf8p0%BX(bDey8MLuTN-JXlQ7XsXh2LMw9-g{%&$>-UfC5yRAXpt{#=G?{;%}3ujse-}J0|h&a_w}V1deGw*$nHf#drlhpT8J^g-5ePNl#b=VdOz)i=DZMQcSd9(9wW+Lv0l9;cofj6Xfq;I%St1x zlQJ5RZPL#3)J%^%rHaflqQ&(IAO4w-u0GYnOK8n$zzpj@26 zLG9@M&V`ghWEBDYsbwq~SCdGoXci$O^X8PxDNvt(GF#YfIb-p)2y{>;1=GW5?u(_! z>y_blF)5%<`@T%JJ2{TO7iMDTY{OW-DldPbPd)WH^P;V1b?PZgZOwO3ObwA|%G?Q2 zPtrE1ds}M6iHM6rBgY6dptgP-_XUu6F8rgW^GT_H{FLY@LudVp{7ZfmnTWGdekJkI zK<4QlTwG4r;H?t4eBEvV581`14g;qoe4^1&@vf1BF!n|D{g@Bsn7>)nQL zFVovR=AQ7`FyM_~7~a?fj@Q(F(mwGdCncC+nLb zV^d&k^)wAM2nN#VSNp~DrCdj*xuEnfx0^C!o0HtO5k&7>vjrvOKrb9gvf-dWNF`#usV~ zyszUSreN8SVbXF2qcK_hoY&@;a=K>1b__GSsCH~f#C(!y-sSbq+GsZHBuimGznl~P ziv7t^nI@)e|H{B%BPqlK`pH0W`BmQ5Aa_mBX(U63)B_metol!RIBcdiqsPUE5;J(2 zopkRNwv84?D5CG%_naiYHe~$t>ilPswZ;0xx>qI*3-wLrAT8l$H{$rmYPf^r!mm1? zLwMwC;uZ(>-Ce>KV+!xy?K#$^(0Qa* zge#{0LuE22?i5qau%aWYmOXC!;(Ge!b7oRSCIddI9dO@^Lt`-j-r_gp9JOGzFM%zW zSP&*5iN|5EZ@4{%Q19SfvvMvgsUO~%L0dHHpj&XQ!G%@jynZb^;lYxzVsg6Xn*Qwt z;(&L%EUbLtv07@_v}SUBI=n(2LXGrlyS@X{w{^IpvCQqh++i52#rfmj2UwOGTYVqB zu4)?L+U*qv*G*!+6dz^rNz|mtpT+DH6=ZGGtJihRKK?5LwWdx@%=;u8!H9TquBc)N zj_3VJoCIo>Qh9NG{mh}@;IqTduUUg}+Cx;fv&l`ypr#2=izt|QDkeaooNS}U9jV2xu zns@#aoj-yvo3?qRn*S?I_Uq4Q)zXgXjqm!Jg2cWX=f`1=PlqwtF*Mx++GhPD!eYF% z@kNF;GI?9xhr7lF+4_b^1M#LSeYw@P z_RnlRKS}qS^R67lC25BIgw^Q{%I4Xi!kFV*Up#6Yia*vh@kwLJJ1abQe&a<1FX(kU znBZejNs)SA2(#%9Z8k~)m^iCYFqdGg)Q-tO(g^ek4k)fVe~ zn0FKhKm%|y+ zC;l`S*K7D@3&MC9)N*aJ1vF#ak6sMTF*GeuHs%sKjCeAHjseQV{*)P2%XeFuJw@p| z9zZC%(KEM@7;EcR8Jj?F=3y~10U4$j#Ri;9y^7U!lO}Y#0;O|i5B9Fxl%(D7w53C zqM`@Xb?qP}j>g|*h4-o{67@E@wY;I=ykZL5oTqVKhVKN!UyhR4iIu15TU&#g9y5hA zQx5QX%hk6h?&F=R{KS`5pKy%bJCLN@=9@7J_qY>6KD%wK9hEB)!?sZu*nmepIArMU zBx@h%#<4FTtvhL^tiW(DrXQ52I&5H9(&FqXkcq zB(As@@@L(K{p^4g4Dur(dw-FevFov$`o`!gZ(=CF8Q-spSa9gD7ePb(*lM`a3y$F` zeM*|D5Ph5C7BQ1_1An_h|JO()aZ%{jZ0A5E9ZVPf@yu7iEWIFKDGbVjgS(4k8M z$3Zj-=F0idM?-Ixry`d{vnJ6Xw69;DK_xk)&B9gqrz)xGk1`Ve&iYtSVY^W!3yfu! z$NmFB`gw-C*&56RNwso~)V9*phZz@7Ul){yol)$0;rmTLt%@yb3+mso%hBr=f6W&I z?XEu{-*HsB2qsJq>j-K?2&LiJMbm;rj4y^Y;zs)60JZV>XC)UE#v5Al^JW{{hf?`T zHJT?=24|_;cO#H`oq_sEk(&N&X^&HzqrF&EBx5Ra-!>X=?jZ^W@M1CL zj@8B*6P$jGEUqgkHn|Le0rU@c=lgcv{;Z%UJ;}VnT26XII*6r3>cMF3UJ~-j&wZ44vi7 z1U>i>wL>$t^F3+Yl&wHlP@&T!9+T_FI79WYn-~~cM)|5@TnN{q(a);%@OQ`Zd#3vn z?S}>ecV5pfyOPg5n}fi+7>8^3zJCcl`lw(K=Wr!@Zj{u*qieLu#cQ9~LWp?$`QD6K zNxOALRF3>MHWqb;MGMKSsZe_y#DyMPu9mE+D$L(u^pM7zVt^$9WT%Atpa$GV78}n% z!^$BgyMob_fV?S|N%cA#XE|M;uD~{;${o{MN%S_)=xpz6fkGW68yH^h<;tkmbx54674Ws$R>LfK`fvGpaP^tBOlnfNI zQ$l>({&g@pLTK}JCof`7d|*>EJDxv?OA7BOC(1*ktDGEToZPa+9H15jHzxLa|C=Oc zxXqvM6`mZGP0rYuMV?eLc~y?fy!$Pl+crJ(0)4?SVJi2DMZ=RhBF)$D* z@RtzgvoW^#xhElPZeHXIc4{|YO@Dvr#u}Ctv%eQzEuCp7ecr}xIOMtKJ)QnF)|1oi z+i%~IGZC2JzLsu={I`gZE}#leh$ga;jpxeK;Iiz|L(5&7k)iutRzD(X-*3A$E*|*Z zb&ZP&s*XRT`5ND6esmu*I(g0I|GCLpCKT1nfhYHMXS<%PJXgZD2&tdoU+^gyT+?$b zlX5$8;YCn#mgTf9S;-nR$BGDZ+R`f}%%tyJtkLg3^}i;Q79NJ{T6VJ4PPfhO+%ie= zqM{FEG4`sO;$(w+3g!a+@PkxRHrjpO`Ji z*VFI9_vFT{*p$L~A-GR%rZ2tAMZlNF-*)9q=3Y+`-2T8#wA-kMaac+t<4 zE@rdCSq*gv=F%dXw&kJDT~GgWuMKwEj|9(!VfoR>B4(}6yu%IXuI%@Z*3yICXHws+ zJ)-NO5PmF(IL!d^_UOhr))?Yf8V7e6aHxKF%o9o+)c-S6ACm0m(j_&WM45Gl#&W;j z3pBzk2^H%xh9u)jCcH4+$#p7Dz4^$=38sZ=m1S5U58pUx=Bf6pPSxVM@9S_uoC02ewDe!6c-puCAmD#w zod;3UWzyEgeUUky4##PvnWb|8lWH`SbLW1^&RgbJAIP(ms-skTwO`1M8mQlsVxJf7 zgb8=+F(YsGLLY(EC8{=~6d)vb2+8y--Q})dpDiDap#spOH11ZAID2r1=JX%w7oo7} zpd*HRr5q|zy~9LTmw52APq7I|qoX_8nL%_8%M+0I;f9uysF* zYxG-l6IY#&{U1`dN;V3jWwVwZDdrj6IYLV-mZS#qB9jqFrWlKLE)X^}bN0B)w~^2n zfyMB|7>1h~t9`$;n0m;bH*_aza5S?xmeRG#F2IDqMWoMlR+N$c?QHGgD$xyhMa`IK zV#4Bz{DVQMR2~vR{o$(dTA_p}J%HbwvN>p#sk;DDxQop@6ITw8&Sec$%*IhGTaTw-8z2H6zIcB@S5U+LvV8dFaG$j(Tp)ql0hJRw$RR!~aN&M4-9E z6z+wWx<^>K$N=Es8i02Qs9S}d4zji;5+)LAilF)vCMMazu3!CJp?JUr zV3`|El;JlzCwF(J5sZPx?P0m-e;Kz{F-GRZq?K7?e?hp)1_J`h_ zj=MjuA0MTQ{E~>}&|qV=w_Dt*b?H3vk*0XI?lfZB=DCH< zehiFftFVBmTArxr+km`H=@t^ZAaWEQ@N6e*uwHL=XVS0*foRfjKmUW3;A=5Q9L!^z zgUUVzo4>QjCXb7|cOef%NXo$F;qqWb8L$jg1`3DC!G+{Sp&}4Dh^VM6Ojt->8u)*U;9gO; z_i#iz0Y%{dgiRpuFRZ$uaX1fBbi)M`d3#$=JNv(=j6&l=jyu2?`=ED#@;UIn+$aIz z{m0sLgT@gOCL^yVj9+OuEi7ZQ2s+l|GD)ETLizBPJ~lo?O