From a019bfcb7c417e98ce110bb8640a5753418248ea Mon Sep 17 00:00:00 2001 From: Biplov Bhandari Date: Tue, 9 Jul 2024 07:39:00 -0500 Subject: [PATCH] paper fixes (#62) * address joss paper comments * add accompanying files * add accompanying files --- paper/paper.bib | 8 ++++---- paper/paper.jats | 40 +++++++++++++++++++++++++++++++++------- paper/paper.md | 2 +- paper/paper.pdf | Bin 209344 -> 209655 bytes 4 files changed, 38 insertions(+), 12 deletions(-) diff --git a/paper/paper.bib b/paper/paper.bib index f461bbc..9b8a4d7 100644 --- a/paper/paper.bib +++ b/paper/paper.bib @@ -113,8 +113,8 @@ @article{Wu2020 } @misc{rastervision, -author="Azavea/Element 84, Robert Cheetham", -doi="10.5281/zenodo.11123303", -title="{Raster Vision: An open source library and framework for deep learning on satellite and aerial imagery (2017-2023)}", -url="https://github.com/azavea/raster-vision" + title="{Raster Vision: An open source library and framework for deep learning on satellite and aerial imagery (2017-2023)}", + url="https://github.com/azavea/raster-vision", + author="Fishgold, Lewis and Hassan, Adeel and Emanuele, Rob and McClain, James and Kassel, Simon and Zhao, Annie and {jpolchlo} and Morrison, Joe and Bakker, Laurens and Santucci, James and Holeman, Nathan and {rbreslow} and {Taylor} and Park, Bborie and Liedman, Per and Kalra, Umang and Sani, Ammar and Meier, Andreas and Brown, Chris and McCallum, Chuck and Kettler, Cole and Cheipesh, Eugene and {Grigory} and Maleski, Jerome and Bertrand, Matt and Uryu, Shinya", + doi="10.5281/zenodo.8018177", } diff --git a/paper/paper.jats b/paper/paper.jats index acdb997..ab1373e 100644 --- a/paper/paper.jats +++ b/paper/paper.jats @@ -136,10 +136,11 @@ a Creative Commons Attribution 4.0 International License (CC BY

Several unified libraries like torchgeo (Stewart et al., 2022) and rastervision - (Azavea/Element - 84, n.d.) exists, but they are primarily targeted for PyTorch - user community. Some efforts for GEE & TensorFlow users, such as - geemap (Wu, + (Fishgold + et al., n.d.) exists, but they are primarily targeted for + PyTorch user community. Some efforts for GEE & TensorFlow users, + such as geemap + (Wu, 2020), are mostly used for classical ML approaches like Random Forest, while geospatial-ml @@ -180,7 +181,7 @@ a Creative Commons Attribution 4.0 International License (CC BY servir-aces. Here we show how servir-aces can be used for crop-mapping related applications. Ideally, the same process can be - repeated for any of image segmentation task.

+ repeated for any image segmentation task.

<bold><monospace>servir-aces</monospace></bold> @@ -438,11 +439,36 @@ a Creative Commons Attribution 4.0 International License (CC BY <ref id="ref-rastervision"> <element-citation> <person-group person-group-type="author"> - <name><surname>Azavea/Element 84</surname><given-names>Robert Cheetham</given-names></name> + <name><surname>Fishgold</surname><given-names>Lewis</given-names></name> + <name><surname>Hassan</surname><given-names>Adeel</given-names></name> + <name><surname>Emanuele</surname><given-names>Rob</given-names></name> + <name><surname>McClain</surname><given-names>James</given-names></name> + <name><surname>Kassel</surname><given-names>Simon</given-names></name> + <name><surname>Zhao</surname><given-names>Annie</given-names></name> + <string-name>jpolchlo</string-name> + <name><surname>Morrison</surname><given-names>Joe</given-names></name> + <name><surname>Bakker</surname><given-names>Laurens</given-names></name> + <name><surname>Santucci</surname><given-names>James</given-names></name> + <name><surname>Holeman</surname><given-names>Nathan</given-names></name> + <string-name>rbreslow</string-name> + <string-name>Taylor</string-name> + <name><surname>Park</surname><given-names>Bborie</given-names></name> + <name><surname>Liedman</surname><given-names>Per</given-names></name> + <name><surname>Kalra</surname><given-names>Umang</given-names></name> + <name><surname>Sani</surname><given-names>Ammar</given-names></name> + <name><surname>Meier</surname><given-names>Andreas</given-names></name> + <name><surname>Brown</surname><given-names>Chris</given-names></name> + <name><surname>McCallum</surname><given-names>Chuck</given-names></name> + <name><surname>Kettler</surname><given-names>Cole</given-names></name> + <name><surname>Cheipesh</surname><given-names>Eugene</given-names></name> + <string-name>Grigory</string-name> + <name><surname>Maleski</surname><given-names>Jerome</given-names></name> + <name><surname>Bertrand</surname><given-names>Matt</given-names></name> + <name><surname>Uryu</surname><given-names>Shinya</given-names></name> </person-group> <article-title>Raster Vision: An open source library and framework for deep learning on satellite and aerial imagery (2017-2023)</article-title> <uri>https://github.com/azavea/raster-vision</uri> - <pub-id pub-id-type="doi">10.5281/zenodo.11123303</pub-id> + <pub-id pub-id-type="doi">10.5281/zenodo.8018177</pub-id> </element-citation> </ref> </ref-list> diff --git a/paper/paper.md b/paper/paper.md index f95e6de..49d59f7 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -43,7 +43,7 @@ Several unified libraries like torchgeo [@Stewart_TorchGeo_Deep_Learning_2022] a **`servir-aces`** is intended for development practitioners, researchers, scientists, software developers, and students who would like to utilize various freely available Earth Observation (EO) data using cloud-based GEE and TF ecosystem to perform large scale ML/DL related remote sensing applications. -We also provide several [notebook](https://github.com/SERVIR/servir-aces/tree/main/notebook) examples to showcase the usage of the **`servir-aces`**. Here we show how **`servir-aces`** can be used for crop-mapping related applications. Ideally, the same process can be repeated for any of image segmentation task. +We also provide several [notebook](https://github.com/SERVIR/servir-aces/tree/main/notebook) examples to showcase the usage of the **`servir-aces`**. Here we show how **`servir-aces`** can be used for crop-mapping related applications. Ideally, the same process can be repeated for any image segmentation task. # **`servir-aces`** Functionality diff --git a/paper/paper.pdf b/paper/paper.pdf index 57ad9b9c8bd6020bb988bfc9625673926a705115..ce9226aa91391270bef6979be7d3e35ae5044a70 100644 GIT binary patch delta 24654 zcmZs?V{~Ovv-jKCF*>$w?N}Y#>6jhc>~P0s2RpWH+qP|WoOIYpZl80W^S<|vaX(G{ z=B%oJ)rYm#n5*{y>FEfmmJ|_!E0GKl7Zl6Tmhkk7@GflT^5aY17xl7n+#RpK{=B$? zT>%!z*K0R=$4@k^;;f^l#f6pb1CW@n>T<@;@GwDjiFAs9kGGu9agzOqYtYYMFHr(A zG&oFCGBRzerHVTs!S@5J+y1DZ<s>ujGmFU95mcEsEN+v2^;bD{pB7xbzgtRv2!aZo zX{`FuO~XqZKwD6!8#4<zGorK%!OJ&gyE6kGZ+Bn^kPmuAL>FiyW20u4T>WF9&@5=} zRHDtXo{Ld2Br*}V0N94`mQEt``woQw=eqV840@weTIm@G_cqy9o!>=>V!e8}=+avB zm+7Ikf+$5!w1=P0)C-olMF(2Nfcy=1F>0+K5|6)kM|nIWuW~*U3LgEQXaG|0{pb>~ zsoKj(xnXPyzyhKP=9RrzD*aI7X~^C_e~R}S(itvsFDhPIT<(VQWu86c0xz<^A!(^P zX;D<{ah2|a<4zULBMhWB_D1owtiSC`mrwcG8*hYA>4>>{Gp%wUSafjHfO^MVL~^R8 zs;$WEa}`$Fug!pW{ix+``qLa*2Csj5{iPWue&DmLutN8>)gUrEhaQmzdN)dU&CPtH zV%6X&`bLzGvcSn|j8=V%tfCA?O`-{tb|cOK1U^U=XuRL%@3$##;3(tZn$*#>VH&Q^ zKpkGG4kso>M8Oyw`u~wp0X<)yl`V(1U-G*`Zk^*^oPm_e(BCnl8pwwSZ9>9EA_y#d z?TCMV!1+s0Lav^ktueA%lqm@*RZTLDQ%3KdunYE$tKGamP~wnK)Fc(l=^v7;UcAv2 z9OGr|TF?*jo$)UoT*5O~_5g_S|300a)szsVesWUCQ?E-aP2kXKf}+6vy^R;>{+wmO zNYJg$y}e}@unekE@XA6sOT~%g{>aUWKZd;^!~XytijbN@ou>AUqDT1~tthnVouZOI z9x8Dzo7A2c80S455U!jf^!-0Y-#H2&xZ>=J<SR}C<XSauvP1&SgqCN?CRI*T>G9$3 zXo4<s2Q-pI9+`FMK~7d#KB4n4MK2C8ZcIT&1#F~_BJz+XvIA07fv~McIkY<n-Q1S7 zry~fx08U2XS`l-61gnYni}8H7>1<3SL-{KOgf!QXq1N5?>+3X_e85`oxio{@ZkMtM z9(_wb8%>~evNbn)sAINdxsXdD0@4zxWmXbfriN-e2xqnj)N}N?vunP=2X|LvG2B~^ z4Y=5W<n!NhjI9)=nNOpDB(hvOWMExphzL*!trm#q5Fo(yGFciOY$|8`XsY*6PsUZU z{Yb8J`ym)JefPj^dcFQO^vd%1F|^&Y`iA5E`8l$k0NNVccJn_!#`YF6WP12(aHT~A zks1~y`@4(`M0!A;F-KO>D8ogVN-=%5?Q<g>?`2yA^Sf%bYqN8FxmIL=VGS?qHbhdB zvp>>TVHk&d#<pQ{s7ZThY1ocB%ZAIed3P?ohC*96ugfsXdW1EIg}|#ky!Y>m!H^Y@ zgJrW=b8Os#^|<ZTTrSP}fGgGPj_5SnDVBzJwa<YEWY3*mrL=aDdlD49h~dA*`5R9r zoC<~;J<*>DEnWQuRl{efW4s5j50^cWdZX5j=#{?AvnO9xOa>G^xuL@m8GJ?)EIVG@ z<_x*CS0l_g4$!}4v`qcgUU<zD<C~A1TsoFKM~J;t6@VO`>>U7uO8y#m9AT}cLINFy z#jf=V61-4;Kp@LHd8{tz#~RJ%6%zept1Xxpqwf{Z9M<Iggnm4_XZs*$K0ZnZx{vWl zh39Zy={T%jIsD)el@fTKc?DB{mk5yv`Y;NDfu6)5Q68EA(@Gm$0jblWXOV&~lbgw{ zOb$wA2B|qB8ws60z{CU-f6D|H9`sQK!_mPYf&7GLSTA&p7}BjZV;8q-&Ue~10(fie zXbX`oz}MF3lZ)j?-g?wvk1pDZu)NVV*}|OeFfkr8bCWMiC=Xp6DKg{iIx%hgWlj3p z(KBsdqG4X|60z`WX^puQgp*@xp%Q=H(W$C<TAEADv@!nP{!B=ov@OBM9ilWG*OR~p zb^0(Voh!|L21RNovj}y4rHfDEVk}L~-G-e7m0^7_OUm0vNUY(~R@IgI#vT<}0qNQy z{BFpDA&jhdH3qPBi*h_+il7zSKK0A}q&mujP-|~#)E2xS$|S-DCvO|HVu&mIF#JAx zhfOASGp&}6nQj@DKl(_^U<R6Hl&$VTX=pSdS?=zou~F21e`mJxwv_F{WWNiyT5mE? zKHjZW5hSMR9@`|puDActefnYXTVvhFe9&`dSshtg>YZ7)g`ixV+>K<JDgCqrx>CFH ztEa&4qZQ`&^`f48=69)$<mG^BB&Z_cI;HBX93{{PqQHyN^V<QPDmGH)`G<fE=qSKm zb$TjpAt&3<OtfwGo}J=!zj$L|ULib+lDDi?J)Y?Z2OaFO2He1o`T>YuKmk{pp^puv zP>bC*Ay|#vQD6?8Ih?#mBXXeM`{N7txIe92efWBK$jy}(K2KWS#>Sjo<~N<_4&{<e ztXwaZ=!&Kc6$N!X7~SJFlf*xRERyd<Ql7F9sL*EZXTYeJ10C<!0FgeKgo9(h(Qi@s zsMUniY#@)JE$U){czwdxDSL*YHVvm-^^w%`Nd#B#qq<#|+UJ1}y<K)%S&0cNBc3$5 ztmw+qP7k))3-ai1iQG!d*X?b>V<G9|m->csP14POvD7GRMjWtgyUvn9vCV%{pG(lb zG}}Aj4%QsBg)OBO0u`oR=VJd>yn3^f4YQ+w3+b_a^H;0(_u>{s9*wbNH9qtPzIh$d zD=y$W<`?XCQxsyG&@mV2rvDg2AN(s{UKjbXdQ<;c(KDyIX?9ptoT}(n<@^MKUVyCm z6^m+zYq%+MjfSKo_;D@;^1Eh(nzK^O?s*O4S+GUZoCaA%sW#ZBK-m-ay4_g$N?8T{ z@FV^qEEqKRWhjxzGqP|1pPcyd#JN|*2ZHDs>u_w(4lW(jwr#ft3!j+Xw|%ZkuQT@G zbpMy6;R`q2<W(Y&D}wDy98O;)?uE_EfuR2HIIo*Gpy?`_J+)ahDA;fdQ!Cjywl;@5 zcj^mkcc1Hys_EG`kS5ykuF+gj`OFTUNn~$o62nUu-3cVTazMVxU)I3#vnlbNV*3G` zBJUBso3v-j(4=a+2~8CBhn1=eUE8$=G<C5>O#kl2)#=WzY)bzY!_;xp9rv1kEkkr+ zoWQ+6{x0EQrk2D3(2*xx*Pn<zSgT@PI6RL(d44KKk+y|DqAe%Al5Lo#;h3m1THKo4 zCo8cnhW~ISu2CI(nUF-Tw`+I1SCe?JC7xY~URqbq+>3i*=TN|ZuFE_TloJo&oUY1{ z80^V?{jJ*+=2I!`Ld0r8U|WevGK!lM=O7PLe)x&IJG_=84dQq#5yh#j{@Jzfhsp>& zSo2-@^i0a`X)Op2(h&uBKe`j+=_$H1#)F38!nky&b3iQM+k3=BF??@(B=%~Kj+>h% zfa;o>dHE$Tqa8`1$Z5bTm>V-jLRHKc;*1}DB867jcvt-$*<(@xx(SzE@iMT$v529W z*6ZQAl95!&71T;1jnn_gQSrMyJI9#_ghMjc^cVH0hgGbi3~xiqLfN6?_h_UTy%!79 z;E_=zI7-z^*fYXLsDEUjcSJ${CDf%zw=Ml7{zNlKyeVmF-C;^cJF}@sd*#vm=~=Pt zJI>0%KE1t9W$g7Km;3dzBE;Xi1OBEZ{f?A^6<o0RCCGp4LOhyqg5vAEfA*K-Gd^%L z3+*M-N<LAg$6YgzKkLd6BrFkWk^}6S^M%wUA)<G@P+WN!ymK9&b0R2~wEid@`kW4N zkpj^2m;O@gmrh^=1?8k9kAH7>O|)>=$<A7XaCAhJAv2ryChr;Lmo_(pw2A;lm?QyA zKIj{b-=I@-R3X7S;uHbk{g;XF2b*f+)mO3Y`w)|zWh^mtxN-K745?Ih2)v6WzqGO4 zljxG?Qbp-C2H9f=-8c?8tjk&Vg;SPdqxI9xFOt%=*FFt5Sy)3Bn-}ti8O-$>$IM+z ztu^#<XD$q7E?Pd=?BW)GjbAVb$kVbWrIZee<bzIefEXcNVA@|#a_r@f>)A-QVWgw2 zZA@E#6wd6gQ?AUJw&n<ywR7C5m0Y?y4y{5xsgzu5D3uOmv&q5i7AeEeT<&%=Nnc~! z>^SR$Bq_4aYZhzlqvKLo?|6J4CeqFZzU7}(wuZ)^nZlm&rcf2{4O-`tD)~EeXB3Un z=7Q#t=#UByqKi^-4iPua#i&`EIGB{w^iH}FRraWbj8D9=XixWhvu2?fOj%a19Ht}W z1%ElE@ggv~xb#?PKiNi~H(bpzak%km<6)olx8iRYloT8;Jmrjyko<{1Lj|KoU|%~0 zQRzm|qNelDHip_a`wBVjJgM4n<e=}|6@nf@B_q<j<a=(=$|mXyHIrf%8JKutlf8iz z!A{3VXGV*EEhTuAb_slbHqwmBVa&Ah+x*B|3Gn8^))4t3(6$Pl$ss4T1Z!ohHKV`b zDN9O`=Gh}oAr+@nIjOEa^RCB8Utnu!qwD9ENs4?M*H~cV!7YFE-Nv<Ti451JoC=f< zV`D%9lXc~}TuHFQfYYRy;IU||yFBNJ;bCZJi`!81s^-*w`|~^Ow7A1W#-DXU!?2^x z+S9b~eG&3{dI@jaSgkyK%vAr#%&({<J!)%NIUF=NOJ7;Uh2E+&=}{PaB!hBV$iuq# z@)49&oz4cdVvGy8QYoWM5ROw?qW3^pFriAAztOzUn$f>Kee)(|C&K$)_NT84CFCwD z9Mcxjltypnr<~1v|9PLaN0Qg;Qp&k`%0R4kRh0~ldBmq4UqM=!E(-&sx7WhB?<+FO z7WP`<jPGCrcbP`sww%WaqN>3iTWAEbJ|*%i_T_M$&|+O&IuE4aZ{C78buBc|8o&xy z&ITO!Q~&^8U5a|>ZxT~HP=;ymt|()qx2#6j9HP%Wa|@wHY=fHCo!c$w^$4<0o5d{C z^Me;wGk4=FT7SI->L(292kN2j1G$QIg@5GfXv>r-aEg;K;rl|jTOGn8x2o%$fw>kU zy#@&l?99zlT%U=!??3Eh?BzgMq~_=CCe>Hbt7NLPH}_7l43JDhhC|}gV=fldN=u_- zm%@Z03atr^e6wE5yY}UakCWduxDI6}(#8;HkX@$PX}k_*T?0Y_%!ny7{F2$%PJ`Bi zg2-IQWfAiDQ@58bhH(GNVpD|R*(*3APog|iJL*naZoMbbYN#app?n8*Peq=zdX@i* zIen`n8W%W)<Fc7^AGoTSm^wD?Ks!!9ze>@~qpwUg%Z_{#N43(kc$Wb)HvUlSm^BRA z_;Q+Z?>Ue>aAoScHmT8iE8LUJI53&J-t8g2?(W==Fx_?`i@cVMZc7*Tg(6Pl=3!D1 z=FZ?E8$s{275PKZRI(X#k4;Bygy?hqr|<^uQ^fcb$ALSLW9i>J;wOD@X3r4e1D;;- z*i7{fM$5j30$Llt-wGWej->I5`FqvKY#t**neqyd760XyKod`c&X>ec?~k7YW5SK~ zd{>T2^-Xyi%To-mguID`tFwPua28;BsBdt~i4`V`(+{{DGkXNmT2*ngJY^Wzk6q^+ z4|=U!Os$DnTjs<-<d6u$cfQa5KE8TYUf!XZeD!h{CCk9)|2P_ny~9*h`f5j>v0l9C z#V@L%iIHHITKjPDj#_?2nxxx2QT0w^xbQQrW(lv3cQE9@Gxz}eaWVXx8>F`<%NMJe zIuA#d2VXOuzZAuwzEg`}sVH|p{wbY<`SYbLoDRei5@`qW(mM?}``~i@=(qW(816}` z-#D|IQXd<5@L%&yqsD6cRli;xK=&ksS>QRntQCoG?k&?)W=JilxZ=oOEgbNpj2nW^ zwsLXq@d%eGV0_Gc!Up8|iE_Z@6yF~fho|Q)BR)2X`t!R$&G&Q)*AHfzybAXZWnl^! zcNl*8M&)=8C`HHXXddf~!%}|V=8DP71%#lTjH-cAN)e2lN{N?Zzo+sRn@I5_DYUZ} zhJ4PkBGP<FCR+Q~2EIf=PMETJ{}L`;DHFv0em@njwH~vXnMNzbhS8O1ZgvKjrX{K+ zqK>}zmwqo6R6=&oKi|GFGG(~07Pb`h%%;LT{EWtS6h@(tC&7=afLcv0Qv};0f+971 zv*)_)Bt_e#B@sqdKW6a$nz51MfpMojR+rHjE`hJiYJxom{+Lv{E&P=%-)eY9ze~21 z>McxzZ4fzD2y3BZ1vJNoF`wRjOmRN$0RJ@=osZfA;eG(sVZaH)tg_7dw<><{KRO&) zp7aapx4J{BEFWiG9vn>I8rU+wn}jE)d^aB<p&aw;y3f+P!$32Dp6qQOh7!>Kp;;&J zT6Qp~L^P*Vb#iNX#Z{l$9K;|wU6^8{V8KDi4^MG>wsm$s7@{DnL~LFT3_mT_KJiXK z+iqC^)oR#q7<eh+DMelrIYpNkbQD6ZjQH9pQK%$mAHycJGj_YrWS<NCl$bLSXIzFA zM($+GMYoAdmaja=5d4NG*6j%4c`RQ{5XKEx7i{i4cw92BX(dFc(VL8VI9eY-wWojG zIUEduyx}{yUGs%zDex%#j$N9zlfHy)#jdUzG%7A#M)EtaHG_4gdnlr;kbg61xYMa+ z@!s)xOdxiMbRCU=c*6ZeWR25j>eRUesf?t{q<a4R^jNTbANeQ!3bP;iga}Lv&jxv3 z=^a0_`x32b0tMX2LdiIb#E#(VycRuCNMWtFSA%2FHeuQ}p@o;r8Om3lJ+ANO;~00P zAOsHvqGE+d4bx;sa{SEBtNs`RClL$G^0*J97q|HM*N~ZD)7bUYGk^&ThtTd09h*y# zqgcY+$;?F@@h<@;Zw`GGofeLrGYgc5`YrGxS<O3ZuRFF8g+tL6rAa|jEP<lYLn<4r zI`XtJYrVh>c)NS5;foDQ<S?f#JFj~H=-!R!Oye?XP2T_yzd$n8`YmSRqtu=DQo9-< zR<t9CmjT7w<W+)xWlXT&=|Eb2m{FwO#aKS`{%u67UXMie=;YBExuXmR)8lqwa=m@t z?HPl`M-iQW#Z3Z=QbM`g>GHeY`XvIBW|Nus<TUhMA<M1cOslPD@zBojeg7B>sQo*; zRY~XLiL$g)(L$oYrQt=6*&1<Sv>z3_)w7Zo=l7BfzwoGi$#6ZcrpbJKc;>j0lA0ZF zx#W7igNsp-ON;#<>T}o6_vfmdI!#Z?PDS!Y*GTmHT4GoJJG(S<TM35qxx!ZiSX@4C zIK-mHDSIO6XUjZ^lVWAlUWItjprVWT*W|O4V)ovvz5x5MBRtLgu9G$-)P_^&#~^&n zIF#mK^N|*t62Z1=$d5wy&M}uKzU@UtD2MZJ)DEk<a@z2hRUYh!D|NcNBf%4#1h2c= z^{0k=lruG)HJ2#A6nhra+y#%eQ^>mr;-p7dZ(r-O#rWSh>_oqz5_*=%fX>uEj_qK_ z8!}{cM0q`a&D%*Y;QVl0aW0AJobnfflIMoXdPqBL<Mli3FzI(1JvM?fVfpKw$=dEV z>FV?n+(X{(LxUZecZ>Yl<^9dvQ;a#ft&+L+;Gk=R`diG&*%T4hryv7U_EEAW^*;Hv zL7vb=o{jRir2cWKi$^a!BM><Jj*;uf-gmy#?Hv_ujqn8#8;wmM-x&^<+aG28KhiX0 zT{!gaH5GXGt?gN1C#io=8xO3$>KAY5TOceUsL~_9LZKv?$prgxfVO3#uT<OBJCh?d zLc6+lJVQBw$YD?C@-DSYA2M8f_WH)Hayajz=IzQJJ;VF&1RW+^TcB`cbo#Djk%^_R z4ddeNM$58YxD02ZYikqP*mHk_i%e`5e%ILR0p_4xbObfv(MMBezMtzGtOqE?kYQ>o zRD7_(Ww+;|bj@ka5yTu#$yGG^Sgn~Y$lCz#tH5CWFEvrzJC=<0#GBXy0q3orxjMDn z@F-le9wwR)EzD>|@F4qQw($%H^c0jI68+UViR09f_h<FR0sFS-<u<=II>lXiWcnP; zDhF*Y_5*tk42+Ss=Sa<c>gur`G?G7PEl3*5JT4S|<WVocsQLMquXEZ=Dp!1|I-D)n zXXPW2Eu*sLL{|SXx{$AE<t}p%Gmi3yeB@&_>L)2!!K-f6l~>S(yENj$KsrLVp|d{J zKv&g401MZ-RAoo+B(bJvts9QYUqAJ#?ab++&WV>)F7e)va$e!;Yv=3dmy3~jf*?AI z7CH(DCvFH<u+uyMv!zA{LIMUP3;*}<%V%p|Ar$jweOQn;!#ifsr*_}B-v)S?n=Ss^ zkEEa9YtB-_nWN9kSV2izu75=<#nP%O)fMEkQ=xDqW-bVJk6h49(5Qq=7JxX!p6Hp| zS)5V?dgi>ooDF3WE<ot=0CYtH_A=ZTov4rb0hOBXNlnToT0Jb9YF^hM!AQEF9jm@d zM<Am-igJIb>xjf0Sd~6WmQpRTRSKS4AYO$yf6iq7HTwAl{%)>*(wXPjdU9zHjP0v$ zuxW_6`;?i*+-G;Y{>3OtffgjaLVhPr60WZGp72jHSiQTFB)?3^LVfM?WiIN48+Om2 z(p`ba72F80XQyR>S1cu{@>rT<u<Ey#q1DBa!VQfHujFw5*0bo9PO|Na$(>oF@ujnh z?CiCNla=I<HzF=JH##;u;`_AHE{wkW-tbGvChHhU0<39FW5vgno$YaugYQ7O^-8my z49P9zO507MX&|%aYYfLU8gnVDgm>?8yt`-%(L8=bbS9*1@)a$pELjKnm~W@qcG{T< z7OiVkt8<r>=me8WW-rN$tmKy*J?YHbmlA3Ic${#@{%T)@QQc@#*otIKuex8N4%ZA* zwreUoCVde`$0*Q4sKHM$(0^nFl>2c6P78p+vGCA-6v6&gnCQ{OOnH6d&iu&--+Rp| zGj<lzGOr#PxT%;x6J8~{>6E@Cr~t!;a9l$uP)e?z;zTu_$Lf-`qX41WY!g;e>WbA@ zqC?82ohAH@G>c4nTk8<_$zUGe!7TFVhrUQbG3{@^=Tl?jvZO!FZ3kh9P|;gFS4h?v zZJ<&5Nl@uZtrm>vqDlwyVUTdkoiBpTYao3*qOSXlBLIgW8=EoadR3>NBk2u&*QQA+ z0qeI(STf3#svRU|)9>MJ=00wsu?aIi`R~$i!Ci)!w1=)Ni%?d$&_g;ki%^9JZrrO6 z?@nQlYfNfxTV(IncOv(<kq=UBl<&(IvOP^5-X4Vw1@jJnem$%Resu=nL}qQMYE@V1 z)6Yt(qc>iH6q5%<TG_asvyAKP&Q_eh7u?DJ863-J3hlsd&fv0sX%0F-^gzn>>8m;# zlU?+v$eA-pE2>yu^0`dCV@C)?FH`;-GR9JMSeWJWT_m3A&$RyheRHT*RIer{)EZWc z6*bunL{ubgN3{#A$TdIQs{s};G6tC!&UsEmxkE+-1Td*IWYUByT(!~kjrR+C<%KgC zM*mdyB!Eo{PefDRFy<tGF{Z9=MKevD$%RDb5UnjxX5_{@yVr);cb>m4DGXSRM0_zw zjaKDdI{SlYD#WHSm)$aLS{3CH+#VnvJ!<hrfBX0p(bE6stnA<X{qI)^D{HmPKwoY- zkz+O|&`&dlVC^nHoB{N6MyuoEAh#uT;{I6ycBj4R=AFpJN7l(TY~ph1j9^DXUHC4I z`T4?_!`FD#5EZmD-fl&HAH&1#M3)M)#wV<>%gnRRnQqd}8FI=$g0iw+DNEaRcyL9{ z7Ot{tb(?Fa2c!bD+=v2;Du{WRIh70i%p={qAft*e+ozkI7i%X4);UZCv*JC<ml-^5 zIF|3d-vsAxOFOV#;vMKdSdnAWWT<Dr?z;Da#wyogRPZHUJ1mjmI~bb%J|OVwYsb)X z;<}8FA0o%MG$E#}D;mP4Nl(9QDIHbAdyX(r$iT=?EM%-OHy$e?UX+r;iAthxIFhkP zp!6vy#hIWc1JWteoQJtp#))5-h#~63V+4NyR!56eL^ZZUoM-ww;ksaBxakX149`_Z ziAY3ci|=|$>JG9_-{Aa|9I5xeHK97XX3{`>O^bJWeqhed43KdH8VD$$+_<rxt|MDs zUaIt82PQj_5tcjthC}ze3$UH_@8)B<1PwT7ss=)O5J&kcvYq`MH;yB*O=>&WY0FW6 z8*R^75`1hQsi8??Cn!Lr6mYaAzZt*Xti!y=mokojQo0ZLdXao$?RFiac53_wLdP(( z)IurRHzzY^0cJz-4gsN|(L>A^x;qCs0-`D9^~|IqY+5zc-Jo*1wTt{j&l}Ao7Br({ zH#`D}4pSt9VP@oWK;_R|V`7%o2AFnDKTDt=Y~c$F#~o0b#k2SPtaK`15?sFy9WENw zuq$rfS+ey{cRqDP%|iJzX+AZbR9REL^L@$t2s9?xo`X==nhvk@5q&|N`AxLX{DC{E zy<q7#tcq}&hO(pIzFvfy;LCM^EeNccM9c3z5nwY9UwiYgc>Xtw?AcAE$rm&OlX-jr zi=YMqu#x|H;dwwbwGp_xVEO5;kB<m2PV8T2*tT)<wXay0Yx{QDB$|`P+E;F2A(br( zd1N5+yq6gKeO<;X3~}Tcc-hvGJIR9%2`v@H$zW|2<b+*w@&*3UK?On$1{6m6Ca<P> zM$;JAE%&x-Yfk05)kp7g<JRN}qiuH>*H3?xHbpfIW_x^JvRS!)>9SO=6gvAG2$RE? z^nzv4^O;cn`OVi)AwhbZ{qGOYyOA+!q0!aNs~;sjes5LXh)h!pN^|9UaPmscEwQSE zWK6wvN$Eq{d}@e?`*E6OaG)K#*!KLB=|3GVwe+TI!JV`1W#^&?E}+0gWUC~Kh0D~? z{A8r$mL=pro|uf;XA}O`wK~^+(O}dmMc!V9NC7`hMUad<vs!FN$T+|<0O7^(;A^(< z8;O(Kr&#X$G9R%1vyZC{Kgvt2O9w#Tk*~!Bk!<7T@Hy(Vti?sa43Y^w3~wN(l=6jX zQ^Mr5zS@A-;TtLJUmc5)7N6PHgtS7iTO~b=uQX?=fE%=;W~s0gflV%Fe%JnzY|(%Y z#u^u{h}V%>mL0#$OQOG4F%sh>qM6pZHxHvG6H+Vb1VDe+-;XVrr|=-BE+Z#c987p+ z4yVi4uBf;x`Kg;<#ue+A-=2(<VxgAtP?e0y;*(4AAc$|{VePK2tST*=I(OQvPi3VL zY5xuO%sQLr?EDil%nI!dd^-uiXsNb>0CT_t+4$Hw`Pevhz$!Tqv@P!05D);k|D6Pb zav?bW@2Ddeg6sc`T3&J?a3LtUIn7N?IDn>1CT8Z`OdRIiMoh-MtgKA`HO<S)$!pAI z!rQ``4>17&#lgzX)&f-sAv6HV%l$u(QJ^k?u~-J)*rz9~j{uw^UkG$~o}A0R#VYgd zs@W1e*B|Y(r`?m+aoE4|anTIO8xY|K&fu6ZWt_l^GRZxl_bT7A1<?BlcavBChR|za zkU^z8O~If22Hy7>lAVtiy9oMnpTL^y`<eBc#_w``dnL&Ku4U}?96ax=L6Hdcyn~z< zs52Yo<mTye{65@pa&thLejwHHpGB2SJH<Z6FFQS-M<+D|h#eoDEzLVzUKbQ69q#Tx zvaC)eIac`EL>KpJPNUCe&GoRyffFhipT85Jk31zXD5(w9!LO;4gjjM7EFW?dXj2Uk zYCZiET~b@Pt2kF))C?i;-b$Y=2pWIVF0<*=>~8*4Se6}9-p2b0vU`3zN?DNEpsK+A zO0wPBX?b*X^ZID-_Tp~F1D-gMdePffV4m?IOJG=NXRBgZ;6eEW^?F$So<d$jAl*Am zAxwT;VDr`PsAJ$6-(0_nRZnAJ;Y|(9<y*~163bw5C_s>F#2aZKUdGt&0qHvIydwDc zt0!|CbY*C1YHREhHQ&K!mv67@pSS<ky@%<cm-KtkFnQp!#!Gm&ZqTgU(s{cZR&VZc zOKGY04ddHS?dra52U%A8qb`0l<+xl-ef5JSENPmrt*%D^zkYsAVHlD8Ek{8B%QJt2 zZGKD4>MY5Ki`dFb;kWzA2QuIrM`3@*7izV55n&4XePV}MuWL;Hu|6X0=}5<*T2?)` z^rr{paIrJHkr00X{lQ&(h)60<7jNb!>{dX-9cnzXp+lO&eoYPW#*0XB^*5Wo{5Q|^ zG7Z-sjpRA`X$QzanDTy=Z_Poxh;zB$faVS@L#g)}vkBdpuFM~5?jW5Nm;;OCTF9O0 zG;+-cgq`FbF`V1xa1WR2&+FMl6dYAFL>Xkw@Ofb4$fDg>Ukuws<zH90V1!zH@N3Zb z3MVTzIkq&0A;t9iLey=(?e+YHRg;(>CP~pa<g%!+=**-qw|GsWYtEO^aBl=!UoGIi zD?W5XDF1ll7j$rdH3ij<=6`Vsn0;#|PpxTspf%Yg&_UEGqOXIIr!B~M__~+9Xz##X z<bEBN5#$#!<rFVxUe3h~pR@PNSftR>ik)@q*j7K`YoQAM2yUE1F;l{oL&Q84d~x6& zCpj{8Ndy7=srEAG>~zotkTTvh{O`6$oaJ=rSKbw)4RSMwxI)myW%J>tu)3IPaWntv z8pbQEr*W~-LBuoOy9VQGB?g#Knj>*TR7Fk4#~A%`lh8qb{DIpCoRKM*hb&(^#L>cV z!^{c~abV2d*N$ANGyn++m(pbO#RxI^&BxNb?B1lwMAbkv7X88;g_kfjiIMF$bYG}@ z4c)ZymoQR`&1F!=fFfa%ZH5Zj8vrTW!PeSNnAp2-rQk>;JKM-XAS=7KKV@=3gsl~^ z2*M86MRFn(;|q4ea;M=}FkjF@?-1TGedFL%z<jAJ)JAmpuoBYVd1N5AZf>%M?xi!q zj{>))XgKE>XC>FsVGSrME2nMASATvO%GJY_pM<9K2U{R6(aY%Y!Ara$(#*Q{K<ZKY zYI1s?z{m~*%avaryY3DlJ#dvlliUZ@z#o1hW9P{!O@4IU96&u&+j@&QS4yhd8q2;! zC#6a00y0G1;pyzejx|b2dXt~dVjGB)PalhQmyQJPKWH>0k43W__1RY%(J+A+7u6Gs zl&lSCI0+y$A`Rfe0{PM$SMIk1e*CjbthWQ^@J7V_P*Ja}ALe&le!N0cEWb3P^${FR z6E5ur2U%S+7f!}p$?BHhOzcKLsLnZ2tkdZaF@ajKkbY_u%?rk&%~hwkyT;Wpt)50v z<+K4TJ3~9UOp(O9arS7`_BUR&^pGy;w)edzMbIF@xl4G}3;B`8817f!Q9lKST*Ht@ z5_l#VAx_TPu(z5eW%~J!QBzoPT1OGw5CY+)DxP6=rbvx7$nK06$l}h0Q=?FAja_U# z_!lnoH;GwobI7JguuKc#VPaZkjM4?#2G7~h(r&eGCUJr}`$Qf#war{|tpDAFk?Al4 zF(qh_Tm5i(OCBx!LD5*y#B$OeL7RKX$9_`0<EyAzl&CJ@K)i_{V+PkT-bhB0XBg_J zHenBQo&sV^5*o&{z&3nEiI_%V?MdcNSJkkN+jKD$i|rryG?szZDg5@Yp_UF*Nw90i z#U>_EV9~&|TM7F79sUL$p}`S-1*wlq(>f6853M){huOF}OiJI7vFkq5eBJR`bn2*R zFKF`zIK}wrLk*Rc4ry9S2ISHdjPeN+t*U#uYN)ghYcZ#oH}<#MpB?Ah!RlWi-1?}R zMO1=;Z#Q|mAq~7{2*#QXP5!B2aaX4c5=das#z<bD>s5Xm*^c{qGgt9|+Kzhb`Uwch zvD|3Jy|DM5bfw`WqPv?Lif%dwN!;rITWB7r&~W!0fg{N@AB_$uoL)~Xp4Lkg*IZ5v z!If!geq0X1cX5)7@%(O*@$dSQNsNx`ZNs70>{?rXgFua$^w4NB<!eA}U~&JQ8~2(} zZ@Nq^Pq9<Rxl@K@^+4*^wZ{PJ?pV;IJft5qD{Xy{vAd+YNs;&5__xKxq$TrPGC2+M zrpQ}691nF>lg!D?w`e65L9gSk`O!`HvnrwnTk%<cN}C+JA7}RC+|$l<jOAJ^##>78 z%!2aF8s1uY*K$WGBZeG_DhSGIkc$4!DA;UQUCYdV{Xu9p){NLF(2<libWI?rZ$DcA z>8qlbEAV>21<%3uY&OaI2Qxi3Icc3x0#?rjHa%-ft&UJv(y-9`UB?RH{gDo`CT+xq za}3;pozxmvBf8w>`E~Uj8ypo(S5|Ufv&-=@t9L&*p1BVq7v8lJFa6R8orlZmbZaBP z(FdGo`0RwWe}&`xB`L&FRV-*&655lXrxP>VIMbj-Q3Y3yu_|7FdHOV)U4XZa{oazA zg3dY^4|QbmZ|sUS+dzXM?eaPGo6)@Y;HW<tb2Pb?b2m^=yg1nMTgN&6!k)`2c(1Q| znXQQ6arwLC)m#r<p?~xiDS(ggBr|P3#${Sco<BZex`b*N?G_&CRRcuc%j-|Oy)Ca> zDbyA#{4l7`YuD0pirS-EnZ%k7bmsj7-;EzP#ne<7!vABMl{*N?%Zf|nsEv`*Qu1}U z{)URSqyLv#{&)kbN5+h^(bV1YYk_$i=h1)@kpi6(og`rEzBGtx;aXzZsqCk)A~V44 zGs|)>bOnd%vo*h#;}%3A5&QhX$;jg@scDa(x;olVfxBX@6%vk)Qrp<-P9jz;{;Fz~ z`!vTwP{cVed_86y={VGq$9Am~!DU}F8tvQ5?r`&HKs!>cN3>7{CPx0H(&;Ni0Dl~# zA8mkkVTF=DTxVT3R|VH&6+wKo=xMvJcCTGAyF6LWfQ|jtcMznE?Eiu^W3z#R?QL|> z^q8i?iXwZZ6Ap{Y#e#5aCbW0YPn2T&3ocASHjS%;0AcYD8*%aCp3HVBq!E3;r>nVy zkn7f+sr%kWnXkC!C0i0ed(u|1^d<N8*Y*Y?V#AD~b`=~wUh3FHGiUW)`*@FHpBOee z+`_J!bit$h+Y2b%Bt#FG7{9uo%xYzThg3donS+%0+F|tFgGOGbspz-L7bZ4%Oa?=f z><-fhMYSU+w$Gf($Wzt@z0f+0a~CO->W4V74nD=ZOs&fZQdXl)iJn$es^O=g-YY*; z+!PqPj37qN0a3=I9AtQS_ws<4{VNQ9vQtYj?a&qmr6kaWxB;ub0aU)G4ss9946)md zL}DS9n%ItD>eAbgZUd0vXICyDaG)wX`z!PwlG$NtL*|~`fpBO<F5G)x+W=29A|uS; z&{E7ukYuJGcikHwtn55#;~vJ5bMpm9vH)<;ZG2m$?#7V<QljWq#)pb|`*lXqJZa7m zHHo`+S{sC>UmZ~ca1r?>nL71SZ*P&(Z|&?vDI!!{MqwTanL@9St8F0acXsYVz_hf1 zHSvnue8qb$A}pBkwc<u0*s04*_I>1ymVI6yo1M0LV-)(EVelnLa6f@UZ2FlhG#b`r zQGp(&!&2jAO49`Cd{AJ)q<qG{ikcCh;VfK7GZiG+)s(`x{q`HJrX&?rBZ*<#Ig+Z0 zhUu~(!rYGwkhfWJ`uC<*gRB;n3Onc*u^?hmiDt5VI&1vTrdL{yVQC!Cf-p~$Vv5^g zhPu6eoj~4B1J^>s1`{WZ$gD`fk=w1L0dJ-D;)vsuYnHHzgBS+KokT)ry&4fb`jp|V zwFgMcQ(@3llyiSm!Fq0UrR{n8h?ic`2rpyDT=Z!%Ht@yMKObkY(puPdTS3FOUl=Ee z@^Lgrx^_vvdrr)?Hjs>?FuXm0$Wd;=Yoq2Q252r=;?sltX4F5KLNYe)cA;b6X+bX( zeX&++O+2G(na`l0aqq_>$r1zkDBmw;sSGN*apq%T8LJU~Z%HCE4M%4%beB}S4#u-M zsgGR2^Md^2C0-f_Yv0MjRTClSJ#^MC5m(c|>0!QDQ)q2!JyYI^Nev!8wucvIQP1IU zG9R%|zbDcx+R`)sJ`PcCX3;>pQ>RzZsMkSxlJdL!B9)RgDz%p}6imNj8sVuM;|juJ zk21wlPx!Meq+!_y+1YQHWu&h5EO3PBK^ATUhio68_B^O^Y=|&YWPCC*G~A1bFEu=P zKTDt`@IEy@K5f~xFs9EiZYa>e@-|9R@o^E3vlb%1Rhy#HzjiS&jQ(^nkjrJGJynYm z#HMS;Hx|y=YoDgr50EHbCEk#YFb4f8Tv_59!4*?Zz&$9E)x^^Sj<HNz`uUt16_t^B zj{zxo>O&IUxasvJ@Gt7Vu2fY_@M%dhua|R5;NP1U0(W9Kii4oj!c|V9ZWOhR8;N?I zx0tNM>PMX$WwSYm%@4z*&$oU)06|>hG{S_|ckEVz7?=B^yRgS|>%{|<`=DKcq8kAv zo0sIBJt2$*pVY^4$voz`A;1+@v!pw+9FAU8wYNxbn~gzZGeJXtpwwNmZ-0Pm=9E{2 zC+9*AHtOJMlwoMHx|N`jx-5WH>aC`hUV(PUi-KVq{@x7xXxa8S5w<s`Au8@5{#3(L z&VN1!iC96ou-oQ!EK;`m1N0Fe0WU_tyV^iqe6O9FItx1C3QQ25>{oO*DmP@SIP&I| zQrcakxl9!llvMQY;ddVs+0KcOL%RR&I)@N7_ozc&k4yHq&ptRlAjcgX6jRwAcuuyd z@sm!$A_%?0JvE6ujxa&im7}*BI<RVgxeTA*>Ag^8b&HW>piuj!7F1NUZ!0z?dC{Pr zB#>v0nO#_dpd>gz%uW~aZGO&2?{*uEn$6>6j6!>yU@kX=IPP2@w$|o#SQ1U!4*YEn z8s5b*)6`cdwzkXUuu9__!8Gsz%2_o1sDE;97W$I}9|qEySUIcz%9e_QsIA#9kL5D# zbyXK{5#SLF2ib!N0uAgVPK)nl@;Q{qv8<|C()^aKq~#}6Di%e4&|eL3Sc!ULRWLH0 zqY%zBhmN#j?GCjvk1ndM7fq68mBK_r(BPQZeNEkMANNeZV^6?AY)GuQG8t_im_rfK z-%q{2Jq=Uzi~!Ee#hs@)5M$Ld%I0FIArp8)L!Em2Rf*MXfi?v`60-$A61}LCmypfR zKW*J)BQL0FkvfG`$8-eHaiRxTT3?Xl1r}@6PA41HW-!F7*B9v9mbbYh3ak=FS|$AX zrpJBB`SVTm(D`57406sSJ$&BQ>G;qG4?_=b5j_{e<vI%&&78)P<MNrA<zf4#RfUEr zH#a0<qmi1NK$d6J1FBEXUO#Eab57>XM<c$C=eFuGpa%{*35~$wB^kT`l6*LA_7#|$ z9aAuTtj@}CGg7Y@WR={2qUijmu8TO_j-hnD-Xq9%RGl&q2k;lZgSJS2-G7)Pj3$#U zU-ab@X8d-ma~g9G&YZvb?p523wWloGXE)|ORRM!u0RkMJsL;<mSc~m&(?l<u9;EHS zM{*Z8&inXb9HSTv#V{@7Jg&C9Ag9osj=h(LAFN6REFwoO(p{dt`<FRA0gAhV5Bz!` zzGO^NQgJy+btZdV$>{C`HePHl_?a##3YHy-te+i1w{a2BuncZU8plcfYTjpl+CtZr zKQ(?D1Gxz}2UnK4g;pH>mTJJVm>X<NXNns*?T4=yOBTvGE>5g5pW_{0>t2Mf7og*( z%zraXNir!4U-0Tye1&Ht)qN|mX#J>Mkx`ZQs2k4_)r<7_;Sl=q&T{nfnKDxYJu`f? z@Y$3C%Is_o@wM*h$@zHOaCk>J1K6yYZ7-GzgL-I3CLz6hENe&zk4xkPCFk<f9rD}i z-A_IgZh6{Oj;D>@=licP(VBqOY`a0<*K?CX***Bb<0~C%x7(Y_eb*hLbn`pVOjh3^ zz3*_J)};x>tYN~$(Tl}v1;u+Pk=zzQ60v%I^EZQ+B1I#z+5Eb68s@g=b?q+EVu#q! z0a|O1kF@i!9CI>ACaO1Y>oC@tf@iH`$owH1`8Tj!NXkD-KLkD3UKj&fE%Es{HP4{T z?DW`RcjZFSOnxp)QZYF#S<Ja(dq;bM!Rt#tyKECoxhVHJG@gO{utpD$(rYq#XV&kv z=UJZC7jmrk>z#6k^QHEoZd9K3EzPKIEfgxCEcF(rY-HsJ=)R%X=D)uTg7-WDedw&* zq^zXhNr7yf|7p2e8odC&pun*K09b5Jb{=M4Zc<K8c4lr)wtp=vGcOw_cs2|m2EGme zkb+eL00PA9ylnrdf6J`A%&a{Bh5ZL-12VI+gH?P0yx`ez03x_55I_T-00AVh|3d<~ zxS4slfTWy2c4khl{~Y|^RIEQh9EXFKmzkZHhm?(#o0%K<4`bzFX8(U-)L`U5z&Bz} zwtpBm4=D!+J2N{Q@BgvS!O6+Y#si)S1Bine0{}>{Jgh(-AU8L7AP}H|{U7*$UEtvO z=L(SRe`5Rp(BVP<Xm;Q~6C9-M?5xaetZe^l>i>sU2nMKQv-9vWbF!0iaQ~w@xJfx! zfy^8{T>nMOf+0fyW|-`p%-rn%S1I;?#<{@CJ^;S|5lSKKpHQbE07>lsfdA_yJIB8h zf&UTezp3ibe-s-RGb_hGoq*iT9RD)O{%;rS|BJH2;^O_6q5rE48xN3~m;Jw#X~6!^ z(*Igu<K|%I;QDVJ?7+|w|8m9k&m=GBzr)#>|0zt$_HP3l7Z7Y10jS3Waxnw{3IA`3 zor9E(jfWY?{@-E#cX_~pog)GISpN>>=H~i8Spo8JGV^l&mu(4fbu@qiEFbkRg8xAO z>jjXThna^B_+N^N{||){4Uoj-Vq<3iS77Yy|KjB&1^(N_{-65VjRLTM=l(I+?El>4 z<sjw!$8fOokODdW#l!Kh0RPo&i$e@x1p*ur2cQPq#sP4_{r`Hfob2q(yga;M_Ba3! z?7ywd96)aHbsT^f=AW$pY8%WP58#1e=iy-H<N({o1Nfl-tFF1g75~-!S7Piy@cF+k z3=qf+<mCm^B>;G#IsYYswZ$R<;A8{I#l{6*`3tZDaB~0mr2<flC#;&<%JL^sSQ;-r zA;p12B5gdeNgs1_cquNdcwy9ofuyh(hH`H+lL}@6c_{}p#2G0mAfJ?v13JmPFR(Zj z%yM#<wfFWplRNgbt#e)V=c~<DTHDiw@8jCh(}wphke(hXZY0C3Rei^B;?YyGnv9?& zjqeqT(V$UyW(BmO`(n#bGUSU~j=yOenlW&|LG6_86RS?PQ+g+-rf!~?7+GVEI6bYg z#*#X~D$rx~z;`xr)<82->L(&JJ*WCE>v_VyRD*}Mb=nYFJ@?}lv}(WBZ?<EXS<z%V zx37+v!l+ZPWfP>7TN7vDpQ7zwGwIP{k!#T_%EXT1MFARI+0l*ae(M<5BZAb^Zw&O& z(|d0MeA8=cPR&TSI(vJCvc~h`>v)A~wPw=FEyCJ8FF!)VJ#Ep^<!2rB&8z9@XeQ9d z$Yt{Gp%vDpYY_%@B&-1jstC9V((Dazaq&x!j(^u2?c<-G(jjV<a;$i?{7}xV_~iQ0 zo;4$s_5mWvwsX97bKW}NKgT%5!yTRlho?=-8x^w|o8#XD*|StkC?}CZ%@)(rCK-=0 zj#ZD@&AIM*@1gIh?y>GU@4wzN-4n5cU$WCiCM~d85%KKI(Hc^<`x(trfD>t0ld_Uw z+C!D*%dG9u#0?2+gSO@mX-t!GlNyraxU8X*T%h6bwP{>-eq4;<B%sM89^&w?I%9XX z<w@paHr27t3|IA5^;QK-vc^n8UeD{p(y=+8(2~ZLz`9g%p)%Gj0r;6{oW8dR@bvF= zQyx0odC>jSt&Q4o`C=(*9~~Kk9%UnrRg}-16fIPf{IP-oE3fC>)Yz6PwURdHkdN$H z5~zfP*H^8yUGmTBVwx(q(l^$o?|&m!g$ZexF}M|U1(?j%Ye)z{dVg<o7CzN<E6wv# z3YW{dNVS<0WbCJA(-Jrj1R2aw>c3uGpKmM{EN)mtnoCZm3)nnXsy8%G-le%YYJAYh z3G)7xnJMW$Y{H#^KR?_a^)wsM?6_$p?gW)*&77IIJ&sIg5gBCl2vnQ}!ko68>cVpE z5}!KYT;Q9a@b{fJnw4Ym5u=2eJRy>kBUO?2dw5H<2U2L2@M3x5c!H%C`}HmPL7zHR zHole=x#YAjWsGRwP<bWV20H?gIx)JKkz98^y5MHSU(Wyz<m<OZ+wP6A3ub*w6Cke& z6>$k$&c)o{I5rHjiB(w~(y9Bp*moEWESW-H9N(&VdMs6^QZ_=H1DfZWYl$+;ce&6L zN2P*%1lXE$wvgD;b{YEFY2*S{0k`&4HaD(p&~9)8)7J{y9_~vs8b7HFU3&8rehOv> zsweOB{EYu072816ABDrlY-aixs{z`>@^^#qCfMgR<;xD_LY%Mz@oAa*xTui5;D>X? zD`T+b$dk!JJDj59G;t?C2L1B-%bPYW%NBX-in|D*<plxt>s2_P9yRg1tzQ&4eBn7_ zHFL<SMLIoxyr1;?lJv9cbvHLwdGlx1jLZn*+CfQNR^UNAdIl;45S74#6djaM^4TEi zX!*Iv!vlo|Uq=@Y2VdeRE4fd~>k$Uy0ylt~(=ZgL)!R8rrrqGsCG*GY25|je&#Ldu z-T!6n%i%`mH9iwUmn=p37o#kM%Al{DJ^7E6o|&7-6Gjr9Mvbba-C-qIT7ljomKO3( zK8Q$SpJT^^fTV4WcuiPN<ysK`09-^~3}W{RcK<*}*h|6r&)k^sHXtZ3>b^PGENoUo z<$bO`_%CH4kL(~h@WCku`k*MQvz|WlPjsBgutvj9KtNgajS?Y`-|lnY;LYM}aA{$> ziv*qanI>~dQvVkY86zwJ*s|pdi$&s}*Q@Ptc?yys!6zzVk~#>Hiv-Y59yrTvR^Bs` zYsDPq?(~f0?DT|$%=Dj+)=t(`i-3=xV{-KQt{BrP2f19F0<U@?wL1d8XyAr{-YnFX zGM4ic)e6PNZRXcXC`e6yeKl*!(N2BM`*;n}2%6M@fS?f1hdc^zWL+Y0-F6AicoM&D z3>gEeH|l49l+$&Gg&>fbq4I$<frK6U<|gG6ZZLJJ0t*u}({yP7HI!1z*4nR#LA<`7 zS(&;rT^jGHGYWmbS6l9`+mi2t4_l2nrJc~fXg@(g*|Z|32++Ld|F|hPul%(w-~{mG zU%pcF{%dJR(@c{5H{f$nk@55;RVyrXM1pV=(aTU}&l|E055XGb*ZKPePG@&Gq&~7f zGCJeopz4ON2B8IiL#}uiA$v{`0xn~JP%+_<2~S1-3e$X(cCs9ja>k&;K(%e{+F76_ zM)MIcB5>g1QoeSV9<4iz+>-C`tT};C<igmCI{AKCg#qkAt1u)!6f?SLl6L)Z=rsMF zL{RBZlI2nDw2BVu#7_B=mMm4g$vtz=5J_L8Sk<ldJp^z=jm>DRPyP;>*(Ih&yE)1> z@cS`k_?T!6ipPtPE$&g>{o#w3tJ@_&;Wo|iN`?dl^zXN+txW%_pV~|6`f+@iaw|qS zD*bbbj)BDwlw?d3e}0cCl73i<!#zjY%2)jQRDxH2RI7mnNj;r@OYR&B;($+Qx8Kf{ zQO40Zc3wIv*N<fTbJ?%osn;n=)Qj+7ufqjPF?Ox{9vy8JtuSvVn<bZ36UH(3Wknu} z=iS#oCcVX+Vr+x_@7Ic+2?Nl5^&PUOLWrK2flZHu>fM{u{8)7Z`|^8V_nDK@P!@4a zwrs&u?1yA5=rfA%6))CrY(!DSR%nx{ikQ}3={l&y-vYX`vCN~aw!={2-L7e5Y<!A( z5wj4^J+o=DvCUZLSQn+rk-Z_`d<VP?<%?*)n?^YyNxT7#wVjN%gc;@p(Xrlfa%s7D zqdJAqN*LeCu*TJgWjo845z~$@i|Q3SBb3uib{^LUI^h!ysf)ae5$p%Wc7`=aw>&Gk zJBmxumenY4X7sk=vC0GOZ(*Y|s8KbCMs*KcGYo#lK=vRRu0Z@hg`8DToKdu;2@)hB z5InfMYd7u|+#x}N1^3YS4?z>$T?37~yAveA-D%w2p}Cp5_tsR++?sh?tImEo52tF^ z{`NYeaz-`K9-?`G79OKq^;gt(9Oc)@EaZqd@I-<`xNTf#!mWM#CecCs+Uf6Uo~L-+ z%aDi(Mg#n0*2w+6P8E`SzTWl{fN!9Cuc^Tl0Go!DCejg}_V9FlY0;D4=|R*xw9IL= zuT?_b>1|^Xgz*33Z<jmyb@tAya*mhMbePTJl1hkog-<4FUBa;LSp157*F;}DpTpz( z+I@`edtK8vIcO5<k`lv-SGEhgl^WwkdD}K~!}e$!&N2s`h+qNwf^onB_$-JZGXKsP z<<))0W7;#*)t?jB(Y+5~*}NS5Lv$C^DTl0K=*88ipQNX@+TKFnmqH@46hJE3X7f=I zasoLN#6HZ*7v-*hM?WA@KMoXtv^`LXHEb?owxS1mGHk45&uqSgk9tbef->1c<L2|6 zXg4ZQjTe<|L03-G0rO2oz@Yq#69hP9lqxaDS!L)W-Xi#fvdz^mp`|*L6`qywEAxBX z5#q9B#_hs{_S!mLE{F{pe|WI9;@!KOH^Za4U4UmS?d*%FE2iHBlmTUP5)9+0Q^KJ- za|7e8<0yu^r$)BSj`n|SQKvB)B@b8BhQmxgK{xc7ScASfEb$WojyLKLfM115t=~w9 zXrr#$YZQhWRjPBx@!|UVi`6z5ZRK4`kyt1y%3rd`Ti1tml(q|ByIF@P6R8Pm8-t4` zt+34jQBw-Z+OnRa`KKoxJ=8;~w;60?N)f*N<8*5-_L9yBSFm3$q|5!@BEvxWDEKP2 zGMHk|e}3avld1~v;DnY%C;W<mY6GpO!4LyCcRo(`%0Vb9GiH<B<t6%9!;W~3`{yZa z(On~a^UQ4m6+P{5rbj#}7E@->3)i1r%Ymwu@mS_DIZ&jBWA}l1>>zlUYZNZ#RYGQf zNNlfm@FrkmhOOA^WkOy4DS`M#KI%})qjGKiH!tJv^jZX<up8@jK{Pi;lHAc9eP(7M zVTl~A@UOz?%(%FdD4sp9ap(2WZ%a+tV$Y#n%MDLf-Mn%}oPD8IyUBU<cl+dYj4r`B zLxt9kxG3_g?X4+=OecPoJDB*znwIXOjX1_#VB=T!fe}dLbFYb#JCJkOwR(9_VD;nR z0j&G=qh?@5(gj{6(nSP_qV?TPds}qAbCoMjZh$G+Ef+jDtKWxsT=Tc-{QQQU%FRx; zlZAmR!X0s;L-~|xYRQ4-u-Oke%d>3by*Dt0?~~>eeISpIi<XwoY{NdHp7Pb{Z&LEG z?3w=Z#53b}4*p2o1Thbp?D~RmLgt{>_Dc=fY!bj%G?SJvTpm#|+9YwHxuzBi^F<Nq zZ+s*cbPX}VbD&_2{`-^Zywt61VYWcGDNfeB{qm-MP-zTOz)cGl#3XU7JaqO%w^I64 zK<40;OiYkcK-?ocj=2W2IBJ{t<I7`*SSz`!Qn}*<zM|Yyv}dzov~N#kD0Ei(<;?2P zdk^p~$vM*;yTQBqkL-)YjP>2x?=;wWd&yoFGy5BYcdVDJO2|o)qhO{~4t?*A;=TzH z+Qf`GiNcjYi?yz?^dd?o47X|IJNS*)_}L>ICUV}DFYoloWPMTpwls<v8RtE3AOjR8 z7QM1paO8WZZF2`|VtR@%qB12l)zS?}#DK`hM!b}KhXT&0;KrzK_p9F4(+z=(M9K&8 zz73Q4x6pf)TamP$rFAN|!c~?g?Zs7(#H2P*Jo%B4kSLVZ%;%IT+q;MC>qe4ey~4&Q z3zSLrit~I^;{k09A7;O``iWAfNq0P(&y8d?$KrrR7sN41>3YT`EC;&iQ<u|Z1uzdb zvfM6-L!EbUMLPuf;~$E-idNqh2ot7!=F8)EKpo-q#v)1XGBkP1ZygoPPWSHqQLq=| z=4)TJV8lW1NG2200kPge4^|bI++r9t!5i}VtJk6-LTcGY>IUjwxk-LL&F!vJ+h>|J zQ|>=nN4>J%D9cFfnsIMnxGh)a^Z_&-neYEFwRkkyB#7~cYpN;Tnb8>C>1uM75m9Up zgu*3p&YyE;tH%=S{aZus@8&damdM87xkKPlT~L_GRKYQykgYraBSaFF_p8pF&YV#T zW@ebHUak|K@0YrxPndM&j6B4h#9wZALuVe{Xlk;S&N0_n4R)^t=?zs#=z$9Z6A9k7 z<bftCt`koVZm7_3hzPph-Xl+1xG`H`|5im;@SpSS&Nb!=-WK{i^w<v>`;uKZo0AM@ zEN~gMutGy3VZ+q*lomc)t{&?CWRCqQu6+YN=@WF)AziK6*UuI>x_MD3;uy^eAo5!P zy)T9q8#hB-%iri>2&F$?3_xhz^y*#<Wz5Cq#x%BcW@>!$#`aOEQ+6}`6*Gj>4e?mT z(z80pe!m!+$ei@5`65ndPjqkVV9_)3U|Ibqjale(faW&2cp~*%af(O(^-3cZL=5eI zsTSOc{mu7eiCo7W&h|ec23#(;CU%n%oy~>rwOHv`3N~j{qp^HQBY->$g_})a4m5}V z`n5fyOPLa{q0H8=Ky$dm9l=$p(&7gBbT-S7M4Y_77(0IZ#A#-sgx26Eg5eXRo+Bo6 z=D2A+&!dGclWe0rD!4{7;jMyD6uLSIQP0M3dx_aRebF#;(MYLcaUseIk#=LD#_W26 zy}}YfDJKaeXhb)h7Kq)P%*9c!{^|+JtY6)*($V;3U(l-6i{f60nn=xx`wwUoCQdz- zj2o6Q(Wf)5ymi082))z8N3G&uq39Sd3ON|G`5-vQR`sV|sR0?O>aA0aa}7F_jFJeN zo;;tpxQu3%E6bZdOOVq<-p#K2agjVPv6WnO>WT314MSOUAJAEf6{(;bZ<;IBVPAru zX@7L<VQ@DuV=#%s1OA$77D~%^Pq6KW>4a1=mTV}sMq9&j?3LA7;>nq(kDT1g;YnSi zY5w)Vv@n;~AS$`egmxGI>S7;n{V(kGVu0S45P9B+?!`5W!dCkf6ruo$7X5!q>lGxg z>OB1)>e3MLUI6i`k$&brQk_8kvD{Zdw~bZim7K-ZF!wjhq12Z=OM7l?h4ueF5mMf2 zGk&=5bZS2O89B)wY#>&6^OfWn5=1>Hl<v&M#Yc54&1^2^?&E;x#TZ9-mx+dO)ee6+ zEw;@(fq|nBPE1Es0$Xjs?KkaSjpwtgwIXqAho|c<1i&&*JC9GymZ5LanxC=Y*ggGS z;ds_dv=_q*HkK1Yt6g-u_i$k8&5Q(@RyNaEQ);3iS|Ts#zQ%1Uv07;8w&}=Yy;@#; zBuFb#PERq5K10NBr!eTKYWew|6EPEOfBOK=lH2?>7uKf_dh<b!okDUV6A`y+zA^lS z-{3Tv3J}_SXLU}WhILmZh)l8I4RUyKfKYf%{VB{VW@^mKrJ7rnj<4DheEfWuFFYuL z`y?f0_{-<^o-`)lt^3Os<h4T9Tq}JrREoYODP3D7KBeVM6ReDA1c<FlT(bOlOlVI( zw$4#t4n4!102XF#ZBqgbt6GtIu1l>~VKjLs!1Aa!v1u@IB42^;G)aBM+z9zcze5=D z!ki-k8eOGI<iFkM9i_SPpHJ~1cb9gmyLbT`n##FxZ5p7`OQa)wJE}}QgJ9tS1#EK^ z;NRC3&M0oIhNFgKh*4As-FzQ8UUs{bA9@z@a7S7yifE2H+IM(1aO$r&uAj|gSZMwP zgx1mB!z3zAdN}Fe!d`tqK0FMTsum%jM#r<=2LIwE-)5E~CWXr2%Cis^ZgiEuEp=B_ zbf_qoeo^|GiDIBWPt5L+(1xg+9S|s87yPZnRQ@_$TvuqiMdu5bQZmHYq4RdtSFv7d z-l_+}v(UimxF0ltj=xB3X+pAP8EOE`GO^OT4;|;2)@5W5dM1aS(J_Bx4Y3a<Ask^I zVdf#;YjYQ9n%Hld`WCJvrD#F`e>bbbPh~k=Jj%I}_ov~{jjRcaOxFS^%h0^teZl2W zjw5SM*yEzka+BIdHGve%4UQ?_e&;ofD&BJODkksni3PHzg&4<Wq4r6Dwzv$?6RF@2 zqG31-8x3N2nI(CO3uOPzK&lu-8wB}D+ny?;JEfRQbkV~t!tTY;5{S#XR_%pPH+cI= z!>-5s@qRvgsXxvCm>j~AY9G{(?4W0{w5>kggnsQLQr?CZo03}%E{&A-X8&Z!g?h#J z1B&3?z{tbVD&CA*!cku}PD>0>hk@~M8^yW|33e18eMTgRa_F+<$V8uCIj(b2i0wdY zv82<ZQtkv(bKut);lJlUB8xSydAnw?FH=kfWUp;*-@-8QeDU-$gTL=B`zyKa1$CXq zeLNVQQbG4t`JM3tjGK)-<ivL9BQh=dO{;)H@ql3dbCpUR^f*524H+eX>8MwK(vAZ; z7az`jns4KDLPgCs5lq(i*FG36WwdF}@r0O}i?jtlYI7>ys^p#fjt@MRM@L7R&L679 zYo!PGoV@WtgvgB`3{lrQSiu54R7j3Jp@(t%Ecr;Z3U$1{I~0bP+5Uw+H?iw~WW;H~ ze7}`h_vtfpR>cXwFJ}kb4knwhFs-*y<Z%w>$39fjTI7}USBPo!87Ac>Y;A<G^Ro** z7+A5Tg^n=-6<S1^mUG(?y4?ma*0X!6Y1Y{{KR&H;>`Fe&H<fxHeqV~k^WN)uS7V4> z#XkvJWor;_n*p%(VVHvcyNnT`IVeIH+=8PsnSWla$E@efZKna{sJ6T@&?cXW_%e!w zmv=eLV$V^tY3P6>V1Av`&cB`T)$wX_tm-+peb+!=I)UT-o33oLVt)+m->u6Ce167a z-e*3`1t~09V(A+nI?AoUCOrM_(H7sI1KzLtVI%l4K(b{DuaHyEliyiLl9=-uw#b0v zTWc_oTl%^Jlp+BxC_RyckVEtD5%pbYUHoYfDit{_igFPlbD&pE0#0JWGK&~c^G)a* zp2#bg5aIW2h2;h1MD?3zG3YxNJCk~C*p4~M!=yD5>oRhCSknCa9MrXW(w1<6Sp63v z>Q5*;BB8IDV(V3~^`-7JXFGqe8blcndU_(=O(FybS~UQ{JrbVZtSugtF;KB?>+}re zT*_=R9L1#(vuW4jJMf5DpUK<>mx59>R$sVmA2C_-Rr~%L-Jan|xGSmnyrXPZWRxb2 z7W{FBm_e6wwSm}b5?jB@EiQNdh96S{i~cuNp0W#ack^R~`moox_LmQAd+479;BQ31 zW*FI<!Y4R@Q7_GHHAOb*279%KsF4)Ogz6Bnpbl9}Z*QnpQy>HnHBpn15Uwib>ALX( zXK-vIQtj^-_CY4R+_zv34|nD|7VZ=4raax<MY@U>>y75o0z{jn<!2A8UY^+9eN~?h zDbj{#{K&eXNO67++}nW62|{6rr@i#H@t_!H%obqJzty%2D0H%RL-LU3rG*gU3OXcJ z7t7T&6}jz$UVzw)R((hX)T7^<B`M-4N9W3H%5UhCO0f5DQ3`!(VJ?TR8&_y)FzqFJ ztB)ztVv@<UECahV{!GRg>!f^WMAI8@^-4xcsyk^SN-~yAI-ry<R+9**Y{-^6c&_95 z1q=^f0KblpUu?o9MP5oU(_bvMTe5Cfxhc9Vk>Zlgveh)@WC>JL1iMlzaN>>_%3w8< zSn*3?B^uQk%pFjw{rjAj<W+Q0d>`r*{@5ff@DR8MUU^9$Bu(AqB1m(rbg}Qs5LbNZ z#V%p_89K@QLzt3kJxDA^W@(Of8js~gMe2d;HuXTjl_*5N{3*0Bm>6O;KopJH()FRx zbmR>aVGywfPin)#7H)~A`1LO#O~ttA$+_xHx#;4O8{g>!x1&4f?b}}^nlEAtISYCJ z2~&3okl0=;Dad}5Q%xo&M4C&^;y@w*d=m{F7deS!PcK>8!WEBE=+3_uW8)a7j?ZEx z+AOjuD-o8{GQLuNdZZIogIbemypMif6xpqZefIJCd^6yA4f8$_Bv9=rzWKJ}J=HqH z-_n$#z2LVwveJIrJf>Rvx7?$w)NUUFb7@Io8#aZ^5O541*=Ij$&UA*;!|NG=F}jtP z_sL^$@6$u-=ZpJX$SI(Fnp9e&09(y3@w<UJ%(zy2+m^l<GcM|%cbB0p`CNX})Y>kW zuh;}Rpzc_Rmh)$R!M%=7$OB+Tgce2=>ir*4$>}t<WEzB^XPNekI^V*RLoIg&!d(ny zdUN;0>f`@bh$0`97QLwLcCZ7(y3Y5n%s$mFJ2pCYY`%BqCH}Eoxm3PHzEa6=bS3mG zvpP!9+AHS^s`M1KYmcE~K=`VCl77s5d0pajJyB&ZDU8!w_Z&fOyaW9GUFM~ayYzi( zjKno<*stuMD%Muur<t`J6{fsEK9{w4S}ZglY%Qy(a2XSqk`NacqooAI<p<@<$K@;h zG?z~^R|r9_|1Q`}1;%-Y5sHi&EX7R~sh~MYON(9@qS;ftk>F$lqRSvw`G47m!6C5K zsD#VAG}oAnz#US&-5fA#aCW!q#@92=yAMxzey_#;w*~$W|HPZ|S_LyTSV_u~YAQy5 zkk_1m`+v02=5DK#p31vynREXw1c>w_-eyAFR@ZmWc<#VYZ~fkh1!nh-{m*tlYcw^z z3ivqO!mGw0T>NhoqfHuzNtUp(NirFM=UyG4>5io)AB6`(J(*Ya7EBFD&y;%|@n?)i zQ+85JN1gDb&MEZUoG~Q6bFE>aqhhI)|MTsJ=&{3O-qopNkbV8JPH^WLGq`=W<tj$D z^A*0s00oAHgSo4li^UiF|D_yFZ7}$g;lxPt|NSbINRUGROE)f%AQ52DaB=hS{fi_q zQF16dnoECiv!G;@7W_xoc{v3*!T))fj6;u9`s%;9=}fA<BZ&ac@3lkCGYc30W*<Kg zGD=3i3Q`>;Ak%w~E~Gk%NWZ$y_NZcVYiSKgniNzik*?3D=Uexs20uB2GCpV|p%bJg zDPim&#S>%2D)c63DS1KPb|6FTy9l9D=89aUPPKmoxiq4{97LiX0WRI&`<1J)@ut#b z%u@IPR>`_XTH?y4()CpLy@A}Cuank7lY1g)3BMlq@OfgGow?$e*qn6zottc-85nQl zv=Qp7_f~9o#F^ChI7!*A2SHb)ygbwRudUQhCMqR7k#l7<-_s&hN}v+qNqhIQrs+j2 z6I*^p5a63}ke27lAw^1_Ud=^+2(~PfppnZ4a%e(TM?H7cPI6V{FOsGM(-6(%qQ@uD zvhBjM`nxjx4d{k5aH3GGv~s!B$RY{RMqd$p`|KY_O|NM3q|U7xkB5ILxTx-?#zp*b zZ`gbMqf!`_M?3*Uimr%Q%@~m(t^?)FN=dPnG6xC$8Fhn<J_4n9dT)Y8C!-ps|6F4U z^lRSaC~rFG=mMJ;RF4~>6M=J!LQju#l3_e8tot=Y>~x02Ej}KgMOJ0|m|0BjheF=L z<Lr{$^?J_lCwzvhK2O^eQpa%adz@f+Mjn~LO`wNd^1_)H?|NjY*YWRm3M}T-w``6R zuD>|mr?%r}zLjo7TcP|#j^Xv;GB@WDIKW$!`n76P1!Vf650F{XKh_++%AK2a49uGp z2d`L_0oV_2R`4Bmc%kg{r62nfKG?WhMc<kGa2`BVNX#L&OsmtzSlA?5T*|I(_=Y3F zHVfKd#J@Ss-Bbi0;jrdrp_n_RiaMCLYW^OLChGz!aE+T5N4_lWh$<}!5eET2UNYI0 zgZooFK7PREJ;4PV#LVTz>GoN9JAJf~b-|p8z0tMQT^~Bct<28T{Kqntf22+y`j^{2 zY2P)~IB}cYF3GyK>M}ZEHaZeN`p_~iO_$avgHQ~AES$kZ0#AeiB}%ABF|}(W`8}4f z9FZEo6H+6l?&!w%F}akYZ3_T3w|}hmpat{=3i7)uI)#Exl=DC=@NW+paEj00R+Jxa z^NP~X?RpL^4bW-~o<?XG423ZiTSL{ZSD03_2xNc1FPyCt1VvT3AuL)+3jY)=F|<<N zdPflEkD=J7!UQq}vue7$Ic#D$$<Mm3in-}{VWC&Phc2N^Ggq)~|Ko-v$XDVS36ksh z#p5F2!rBuX&!OMfc}0#I*90T=%)7^;pn9aQ=IXAY7S@;%Jw>N6n$`}njmZ6U1XVL0 zGNN^lZJ+WJgwDa_F+#+w6w0Z!TBHs*H;O;6Zc%(bHL{&nXgnu@Zga%UL>iND#K-tt zbT)-=FND&*8caAPEdu`lbh)CFcOUkJM$ejeKy<p6do2V#KfJ}}Q6YP5px8$9(`P@% zw}kyFD!k&6&q+N_kwm5u8(ialLoP^9-loP-m+p~t7oSA0txVxUq_{Jry!tfnRvuGk zlKHQEnc6>854{9c+rdZXh$)W<Upwd%t0vavo6+(m{i5?FFMzP)?4U>9I_0D^xesvG zNo~Ti)4=P@C-Sx<V}}hh@%3b+HVpqcI6()<@@OifUcoUcYeu;T)~qAxHT?N@&^%&$ z@yiPt3L)NH`4--ZZWu`{d*!f=20ss7LO_YbnV$0PpN1^EO(a5jy2ObL{yE#(NT<#O z3JoOgc8J9n!{mMzBwT<zd2X)wIH_0=AwiN-YtSh{4uSS}B&2+s_+m-?Lo`A(W)E?R zE`H5Yr9}Bx6>@0>C2%*ADVfD;qZ5g>RqZ$5ZwRF2jJu6)ivu*%rnEN@w1#0uawg9O zX}8&ewe?bVBkHwIucU+ULZ+3^Pj6qezdRcvXdipiSI<WzA{_vNKYj7*nU>i3PA%C! zp9GNhrdg9!Cdis!-z;$t4Wf|M^)w&C+c<dq-q1%bub5nx$9Q81(m^Bou>Rc_UK>R9 zBa(CJXwbKB@0`iN4%faD7Nh<hIi&JBYjVxHWa&G*z#!kq{e)@9Cx`dd6mxGwj%A`o z1KwrhLvGhp?W%!^=ewi5&Q7?ag~GgZ>^9}H_Q?IyjrjiMVnyX~z;WAJO+!I<YPqd< zczeW3O+)wcn|~QtW%xEOjv!0=+}{s4=Y1C+G|uyms#KVhRHJ`VtU<;`TWUVCW;1_L zpVppBzx<J(t+;i-%MSDO<(BJ2n4hWD3IU6?>Frz}U}FOQFKs>_WhExFIAW^rbN6I4 zqsMR-KAyw&(aTudPm46b%BmeMM}(V&zx^go-HznM%-`<%QBmXvvvO};*2T0&+&i&b zX7-i!?74$o0%Ip7Wktj7K~s8j=2ZMeqA|xE9b<mN&$pLTd31C0q}}fp^K3Pk3AW3a z#Z%c2AH0CV?WnFD5qme0P<4~a)k;4yQ;M`x@b^C>x=5)rkk_0{trxJ@uM-v<9DcTs z(^N}xLUSV86qg1Q!%+i_r{j4$n?8^3m@HulH6$D0v~TgR8*b+~gB~gZu8)2gp&ae( zC99+S{+Rw<o+0vq^Qzd^a?@RG*=-Vyjm4rlqJ70t2!ef(z@D^X*TG=-<4-^Xc=kHo zs=#WYB+y^L`W33{1hhm($M8uz{wEP!Uc<T3{oQEPa<lr<?9G{E7}wGal<iB{Qk)){ zglS`0dC)OrYiTBlD}6SpzF=Ty;t7mCl1aPma8uJ6wEeOX`SSHYyXzTtBr{oFFi1*T zR#H+xic5-zTZ)TcQd(9*LIA`C;uetPlmLrT3jhC043pm{AW|TL1d_8kknjPr$&Yps z>O=$Qmswx-OiHd4g~*_SMb@YVB?s)1rUA(HCQOF%df3kUf6E!!?5SDlG;%-Tyde>y zl~Le}#nu)=N0-z(dm7tGz7@V~-_1Dn{te!Rr=Hroz$oj4T-nz=ck@Q6_m^@@s^z(H znUS!<*)&8+YtWSZ`GyT7`QHP1RVw-xgY@0z^Cq!<CW9`NmL09Sg>+FNb{I-CHO#Dq z5~MCvSe9K%gQ19wLDY;PI4LN#RIj#Ug20@F8fvdDb8rZ{BwdT4PJzsNrtCLT$*kq* z3)F)tFCt}?{EI|2HkTaap(S|3ly9t49N{N4_G+_)<f#rx@UqoX=Luj+sy@<2NSja? zch1y&thgbl!J>-vzyxKwSJ8?Sa0w+B#Se}hug2i-)~Ibaq_Pc~sUn!|l`Z01)5%|L zn1i_~X4n(#a_7}*fA*naw>E%Zd~)7~^4R+IJPY=pSHi^0_g0w<D#B-1SVKLcg(v)^ z+>Xp1RbfhEO91XJ1@QAtI+#Y+?HCq;;|wDL{-EY{8eBz&3kAbg{kUTA1CNBAvTc;w z@*!aqtG@3m5Bj}DVS8bB9v`2UX$E-JUP@IWC<p*z-YgiRHn6F+_Tg4j_C|s>I&4}8 qM9VBF&HwuuweXkS>i^xGy1IRFaZ9e?LPEp%7huPrqmxmU#rO{&tC}eQ delta 24282 zcmaI6WmH^Uvo#t#!Civ{3ocDJ?!nz%f)m^w8VT;&I0Schf(Do1?(XjX@x0G_&iQf2 zxW9U@QL|RfSykO*_o{WbgWS1=Tt$Wi#TNes2_IZR*&KQI820RkSMCjki8kO7&f0#{ z<jaN6Khwz;Oh=SC{QRnbM5XjABqCzY#?3dlVlJh4Tv(B^R~FG8<9zMyS^X6q0)G30 zm(np1?&L5rsgsZp9(j2AvIhZsY5qPZ*E{UTdP`XpVyym&^qL<vC_njvb^9g)fB$$g z%nUwLY7Pe)d;;_gH+I-SU!UyljH!P~z!A2*S2^F?X!U*_ZWQprC=G4%UP@c494A+O z{gY=Bys$6YY*)?BAQu=GkDtrhjQEgBDtUB?Muc}(bq@hQ(K1(pgE8*<c$FqM5W`tc zFSpw?rhO$lXnsJ^1W7i+nlUkT=eUI?*MY?Zna@AX*ZE31(y#Rrc_ADVdZA`r9$m$= zQg7(<3H&JENJ~0rsQ1HR#o+%{?0zPnrP>sisdso6<I$_tSLl*oFjHRcjrypSJ!oxH zY<5XdRghC9ru4^Jp_ln=LU#nSEhcGWfKbDNZ&RXV)aTT2DUeEQYX7$W`xH(3$tpPg z!&iAY?*?{HStNS|>y}w>`tVr1f?ry5J2C+~`TA(cA$2v+`4<i-%IN7&EgR%!8gk^x zxuS=WK2Zss8XIwL+#;j}mfw5Gbs)q!*-T$(<WXY}dHLaB5ANj3A73<kEi)RJvzb`> z44EBhJ7cmw4XhN3P}5@Jq0|ic?Z<<229|~)T11DpXX7YNrAAedx3)Z~lPryN99C*g zdR|_+NkJH!tIjL&4<eW(WMa(nrhZ(~-Vg2vCN_%H2FL<g=bzMU;MSP+w>ORQ5+|Ls z@g5M^pL_<3+`FmoQxL1=9#L=1pWyLk^`X#EUY{;^Dj__{Zy*X8>O~3pVLUL6dN`!J zv+fvE5Lo;Z8Lr8JtW$ddO{oAEE8B;uME0xb2jVJJW{Nhb9uKHTrGok(`_WB<2nn9L z&{!*a`|!lq%RIc3dX@VrhDmo@#8Zb*UBOr37hv8sd$e`FOzFOmRFmF$hM>QR!0h;! z5ykyvI>Jv+^6(2n!EH1F$GYIU@}7L>O9CmPgo2Jw)Ah(fkwcw9NK3$v1wbzqayMV1 zdyxmd^R{mRq5^6kaElC}{80c?3K9%=@rj~G>1{Oloyp5-*nk7XaQm*CwKX;r5jann zVv6!<zuQT~A%$jDdPnjQm0}kPgO7Vl5;tZxN`5~;gmrRK1Wcv0#Cu@>+cVpTH`ly{ z22}scqtK64Wr4o;cfP3T94h4W<DpJT1A+)zH!nD_N0v+Q>~JlYf|KV~==-`Vx#)8x zVfU4)ze`Jc?x}Y>Fso083n$zKUQl{lZ+)s?m4Ac7?&L3CX;<IgLR}N|5qeuu6;_t9 z&c2qxF`ey1&0q++H5GyDG6|spOf^KrHK*)@K`@RzT%)51Xt2foY8F+iVJp(3rB*0J zz~6BhT@lQ{mJ$rL<0Dfq#j6pQVV&PDrA>=XD|wD9K_j@lT361Lmh^QTR*EP1hUX^V z<P#ZL!0j_9b@-_q7E`6hJ6QNvI^K=>GWGU6BY+1~r#{Z!_|M?ub-d4zNYf)_0MGsd z<rjPCs#a6JFQ2M=*2N4lJ28K0C!!hjs{by1rYDP9Z;tpRztd_iKSlU8opuI9DZG!( zze8@t>hn{+gsZ-`pz~C$xB3UkJkFSZ5N)ycW7O3A*F%NSmS#Z9pPUxZI8?O*a~;&r zkk>ZP9B#E~&n`o7FLF{l%I7e>FL_tXtE_Z7e#fC#6e?p$`B;nVlkrYmWr;je$+<sk zCzv&9a`T=?3C`-!_qQut2X!k4U+jNIxt){VFw45&;NYS>2BQ#Sv#f3V(&@E}2wl4L zB=6%2av(RTFNWnsM&=eUvj0-d+X=bqxSrS8l)p(SKohzLlS%1ZhV)SjjK?RN!yf#_ zO$%?Hz0NhZr7Y59$%J!80<HrxYqgIZO}`MX-sF^#1X=u@6?;7J<P20cWQSLH5nPit zO3CBRok^zG^H@sky-z^uG&k4xi4%sw6&)$~R8)hJ^j%4b--M11ZM1Bk7GkpUBv2EV za-ss0n+z)hPAQcLfK={CzI=KFE3lSc?i4nDfs4cZ;~)0v(EGznV}18pZ^$5HH4PC= zJ_z?_tok>Qks6L@9f468AH4w82BcH1`j}#-ptYXxaHe#_v#5$J+}W3<AiKA(9F8iP zyk%BR$fps2_x$V^*`L(KHB~yQy{TUI5+JCA5@a0@&Ys-G`tldoWpP7+7;k0!LICn@ zK_TOtiLzjk#Rv|j=M&9QpYd+egH}Gj=3Tt=o3lpae>^D4N<YU$J?d&eP*lldQ-htu zsUJ5`W*KIKcr$M<<D~_fuU&U1!A=!*s7@wiG;m?w4$g1SmwO$Z@ozsn1oQwVU7f|J zW8iQVl704_<>#j7gW*bJWv1(Ak&i7+2e)-jSexWa{KZA8F^oHV4Z0*XMh%R(9kBSp zXppj<1}Z%57J@MSBkB_gpPv@?k5BIWlhBbpyxBox@~5xcr)!W_&oDKr-mk*p2>4S= zqL%WSz1gJ0b7wP!+QLb_`2jkQRS(F=2w=)r#T~EtVfR8|N!Wx7uTK;FBPVz09}(rk zKD*w1JJp=_wM(>1x^JaFWoO;-JKh|(b<w7!s}F-I=kCL1qaQy>?Dy{w+(dhF^c&08 zqSKN?`ZKtEXlyLHH!;{*6V7tG{M)_8XKn><QKzVQnFLz9L^N)vGMiA7$EW!Fku12< zsjjV`QXuj}m2>nTG9ThmzOuiRkv|-QM0qYN56?z_;#UH7;z~5GLk%0lf&`Qh7Q$6& zG#@Nc?)DQ)Ib|(7L!<m3qhhootnCR_rk<se$ac*d2ut^)QN}Dg9;H3QbY_1~GZrZ8 zmQKIucU_Z}=2?cY!?GOa-F*zQ<$nbqiu)K5`0oR4GdmuGIj4*<)c=Bige%tqq@g)b z*SYWOG8GrsAzA%+3V*)?1t*NfQ^^mif<g*knz8NX+kH`=5ihsT*-=ult(rF~aR^D+ zyyy4TnDqMXo$RG4VxH5mP45Qr(?kda`@+AgLEl<F<nrqtjd`3u-~*1WY^cE|5kJ4L zU~42gL{(+sWsiPfY43DeQ!+ka1gm50t{Y4Ql#H!~d=Dc_PN08iquqn~q~Moh^vvR4 zaxfa%E^G2<PU<eIX`Sst5}CHmC8?66WM99r#<rRYkD?@~Nc+R%tP#)Etw-F4)c^y! zc<(*E!0OIAs1-tFj_qq`jD}^f94ch)%XJ^tANfgS?T-YmH(%O|97NeCnZ=w8+J@?J z)qmo~k3O|%@tCTG)5m(G4IX1UwpF9eEVgL2yHt=qti~T4&o0hrWEF;9Q}WNb+*ew; zcH|ync=<(TTyNmCPgk|8dJgm>0%xEc8@l?WCj25U9`5^$v!!06p={E@vY{eIV7jXB z&b>$UmjPt7WIl<|lbP*vE~I=REFbQCzsL>nNP^`DmfT#cyO|1Z(ztlB=clrotW!Va zm6{7Z7ptlVW77QKu&@4$wlZz9PZvofNAY`oRs#r{#*1m6GF`xelS2MovbNE=tfCOk zx;1UXiKyCQ7@Z^jCN=~O9uf(D9(Vd;wPt$LQn6R4)K3~m(VRq@^UPsr?hG<|+DAUL z4vs40%*$z<6kaANaBJqwM@WD)-BLL4B0DViB-nDQw<MOjqq_TmBvhma%U)*75_>h5 z*pC)hk4e^ORS!2kbaX@`qh~HMmitbL*JynOT)YY!xO?ic+xnWobu*~*qjEhG)x4A6 ziN-m6f3*B9zY>-99IhusILi3Vh)6c#d_g9J@Ns8YvgPxWB2RxeNy1p}p@F|nS=97) z7Dds5gDmV}@yBTj=*DNd7mYYA|4<6b9x+Zo!Bus!?A5EYV@<NY9#M3>6o%7uC(P_- z=XOl>Z#)DFmkNutU|)!qxNE@uMX0^TWzPr<xpbtXGHq)rv2!m>a!RqSE)9OP4Get< zl{F&QbYYwZuFJA=Nj7VsN?C~d=g>oQnjh0D20eZZ#l)daz?FGgP;JedT%JA|V)04g zw@CG#rv3QQeTA8_7L1g^?~<F1uYe433rU<?9FiJZ^n|1$aF1lpdU$eZHwjhP_RHi? zy7UG-m}7JiHk;G4)5p_O8?>`i)3(-JjtI>xmxioekKo%W<SPq-(YA&cV8yL+g2S%V zB))!M#Yw%%HzQqb+2gwj3ELa>Lp-9bwyzPqa-?2dY~D@c*XfDV=zxr4bB`#h&>x)D zgfs(K=FMp<U?oayg&zg9$hlh)dC7R&NXE5au$t<DeDW&4|9a!)bgw*zjNH-L<%S11 z31gMTw2>{ZWniUvQN{usu{Ab#eTF?(;#tGYR&uq?51ncN41WXdK@DwkW`n_ZS%dvq zH!%n35Og9&68iuu?P5hTplkLIlohKdpUw8O!r6U(FxAkd>;Xy!Cff~u`#DDOa9p1H zGLd$rb(ekFa=0c{1Qs(|u;NrM&IY%i?fC{M(_AmrP4u+P8?FMzkrh`>=mT%_0JL0c zUhZK$kiBfL;)ItfCU)eveokzzIHTG|Nm-!}6K0|!drUoJM>1u|w`U4_r<2pDVjYV} zrbcd9Fos;cNMl#aT(Dqa^GK@mR<ncRQNl|_{ru|Dq8*m&cWbMVs>(+d`<4keOc=AA zMiW!-6V$4yr{${sl#oqH@)|l(Ppc@6Uxe5L@HoZz<_^zlcc;&JJk44w=ga$MYl+Ht zFw&J1*?Z-w-`2*<5#^O9R)RwaMa527Br*H3!99$&p`G;5$XPU#6t~?P#e8=<yg)W$ zIHlqnxi+-G%VAvFk4VN}KjZz*cb@7#?6Po8^0>E<cIFs1=r5a{&BLmdeO*qTkoi;I znCQpX_G2fx{oA)j6Wd93l8bHX8M<jtBiDBH9V%v{<o$7zexbFT70%mW?psYPvraQU zGq96RAWkepOi*>5%Y&N$9Xf?AUW<{vXT*4;cQUMxtmWh`Bl{M8a}U;oESgBpoqoB7 zoZ~Oy`i)Q<o}UHU33h~OSlA9Y>QC)t>XeEQvXze)_(T(o*_8_AWqH#Dg#O~;V)}lk zgb$%GHi>HYlcrjV(aC@4P1Q^#gV$nH?!dOv4%#JxSOrnUj?U^ma%^xYe589tfblCB zHQ_v3_fx4`WssBu54t!8mJKB%JRu&+X@!(^C8ddpk^TV}oBPI~!C&`XSPoPaBnD*i zE6Rm))xXBM@)l^QLF2Uaw6HELZIxqEEcY{d5!j|hAR#IizV)=u6V_bkJLMb=QLri} zT7y?w;)wl?3KhY`Rar)od*?@X%L$i1r<KF9yT%J29c7&%J8DIU^ad$~oBZe^gmaqU zaVn$}ycuTTd<^@CmVAd*g`Jp;2&NIMKq9njZAriga><FOcpl@@*Rt%m;fmWYtxEpZ z!(TcFa&drs@h5(Dc&&xd5Pm%bFqjmPV)(ac*l`tHd!vVv+s`*j*7M$_NHW=*gp2JC z#4mfc7zp0*5cA90qr0BAdtG%A)c&*NZhH#K+r{#Z8+`5r(I0fvNBH=W*Y}a7(4`6O zC@d8o0)*05ZlHtJF&cHZnI6cKa5{NGc&&?rZ_!T~C?k6odrnlb?Aku&K5z?0%V#8> zQdAUg6OCofRxx*ltVF^q5bIKlsi9wixx%;8)u|*vLu<+5c}at3`*Y4@7-}|OO-`@t zlA6j3d#tRrvP~QDm(tSE0f2Gs_0|h|i39qncGAx5D^}Hy-y?H}5%ZrnyDzxA?a@3f zdNNxA+D4EB7afl?w&7OQgTQ|T3<)EA#N6u4_Zp|lKuqO&EAG{;c8`A71@Nk-f$L&L zkG)M}UQ2FWI)HZHUHk`IGfJnBI7aF}i1MJOXuM}J!c3~39Ww}~Vla`s21j&3t~svM z?!m=K0AOC<gJWOR3%>9s1WKP^ZKG~nu75AzP$VpKaeyH*b6<Yt3z%}zGDZG}M<H|b z(2vx@HII4V7lHM!gaxS=w;@QJQHxEJrmXyvN1^OE6NYy!U-17h+EPl(!esN-@oV(Y z=bRXvIEChO>Gl-r#cB-9@sdl}-45c)-4V)|uDN7a;nGp2p3GM!vS{XO9uOP&D-ak! zidH`2d|Ix=gk=a783!v9p4{5AwR9g7c%^&*(u#N1C_N?KKb3f=GxaOlunBs_T|Uec z6c+;AzET$}SyY!~MTg9=k3ofK=-%gW-*LD@T+%P?%1L?T=zj?3VMJ<juGJx_#12Ie za|9730diTy`L5S94*PN8`K=TYw;SsHBpcAeLF%Z_I$>W9^T3}=FOU<vLgG^TltyHd zC)4g3NYLn+7Jt{9@>(nofzml+WSMn5rayE`ZW4X$@dC!HNs=kzamb6%a6IA$$&5L! zTJS_78rc-}dx6B0WU6HjFX^w#@?1#7GUdQCzF3tvAy`19vZWE-L<9%*$n)?kgX1;= zT4x^^tm4eCqTrwO02xVA7v2xQAt6?~U*j~m^~cs#3unOm{W1lI7-td011fzn%u4vE zIpfy_yLKQIYip@HCs%bh2)d;8Dbs=#@BN^pjNyt)+Aw@v)Sbt<Fc!CZw&%RYvqgpM zFxf%QH7DljgQ{N29Pyht5&gUui{a<+7G$JVt&!y7eK2Eag6^fAifVtmcjLf9W_Lh! z<3dKsNlsyHoKv!Uv&scbC<~yecR>(lVj7fQ?CjLJHv%KM+&eI|0vfyMUVi5A!OlN0 zJv07sEVjK{fqDW@%#BIRE$3|RNxY>~d!0fE_3f<0<xa`S9NSi4XlP2<UB|gT{GcT~ zgOa3u9-QJfLQp!f%Q2eV8}1W2l!B6&7REce5yg+y#P5jt#S4|-%dOR6PF)q+)7qgO z^TtdbpZiHLR0A6#k9(=uI8a1eN<2szU(!bNC!I1SJoWIE7u4x6FNFdqsbY(;TP8|p z_qip?qts{fI3~CtQZZMy{-tjaJk6VMOKA%y4*pTB+GFp&$o2=XScmZ`#4CzIm7o?@ z@^3_>DHLDe1VzEDVu@gN`qhGLTUm0iQmwgB{*eNW-fMcpvCdo~BiVufWniW)cB9Xf z@R;^VnE(%k1XgFy67N&ZUOKM5tYc4Fbb?78{1C1FLkhOnqP)^1_Rnf?oV{lp;9kmf z5`0d&(Bj;3Q)og;P9f65al?>Hh{F_J__cbiscR9Sw{?6kbYiw?sXB3Xe|xChLQGn) zDV5Sqg3Pk1@r}f9E#~V4u>|{pLiY79I?VPyBs5Blr*q2DD$rlbD}}{ck{@D1v|LrM zQrOph`oZ?uPhIZhiG*kFEeIi+lrT?1DB!R@L{Ep>+~c9?ul?NF^5f5@q32BupWVu` z&VcS+s~(S1`?j4F4cHjkFJkws4-Sk$t3Ub}9yMtOr|AD$KE>z#fpAa#{nn^Z7NHrt z8b2q|A9Hf!%@^#0naui&<fGh!;(_Yx=_tZbytb5wgFDekY+7sqb5}MAQ9<PI5nr$X z95PW(#$(F%Z~Hq0oNoJp<1Zg6nBP3pS?0M-TbjJdNNHQV1aNJ>ZF#?Xx_XT`gy`U3 zY3Y)Q4>p%l@<q-aFp}WB@zXPAZYP`9^olOF2}9JFganT5J%geK+}a|lq($6u(<&Wl ziDk|%i^%DF4zfYtPCsXy2g>U5ZP$W{4=D3oMMQ58Q&|hc?MX6!T;}FR6mV9RHGbPe znn6^iLw$sG^eoI6&<~bajIeX}XbiiXoE)mUd&n@==IGiukIMML->@h!L%rOFgyMSO z&um<P<b0oqYr8h!U3=i-H2-Uoh_Fs)g}qe9s&Q1S7|+P0)!OBDvrrV6T1pJoPSXo? z-V+XqLsFMr$V^N82Digq#-Vg}yNm|5kWq@6soTW+HV%aMK0N6wX<N})ZR?a8-pl;K zKH7pCA7B%x5?2=Px@N<0O0tRjXXCKRy-6#k5fP0Yv9+z#R~u54k8D!_8fvx0NkY?? z7Ou#NAEFMsI@m1m+q7C#nWF?Zy8qg@EAd|)*9e`P?}Y=eM;S(J)C-N=$C=PC5~<x+ z%k=^mJ=RvQoh<;Y*_SXXGZmUf1@(yIQmEyRCb?I?60~yEwiIr5c=>pkMwx!B3O@YO zI~<7a3_-YD%)<+p!2{I_$x^zCNEwe}{<5vCDsId|MCO`ax2?G9Qr{r6(htMzWRh`R zwfo#=tAj0}wELSh)JfSRpzKwE^e)alK%AmcoC3<80}22UN`%IKPa%{jJXrFRLgaPr zpO-Du__)^dza*$P<=4u{uV#UdWu7JqMQh!jOW$6l+X}R`TB^#w_B|^aPFx^WqwX}< zM1fczOfWy=^3}TdLdHaUL=zArWw&(PK1(Thx}p+WyQY}%jxktm>c|*aX8)Y(lc5u9 zpUoM)wp%KdG0B+5pFJDKfdj9#MjIloGP$f_J?U%ghZvIm^4i?q6H=*~K%$#Pzx^oZ zB~w5@@%JmmLF-TMR(MWxJQEMS8W$?~UmIyYq)=L4Vs#zYHJQHaKQOs$2ZxqzBvP}k zVM#?W*4vT&j)7rvSC<m_3pH86;B2WJ|KmR8w@`!~Nvm~4&oHlEodzG+2vd!XnlNYH znV~B0_A=={K9-omXv4<qi)*=5!x8HPK&#rNS%hl;uC)o6yV<sb9KM7Y?jGc`_th?d zsnu@lS=c6dJ9+@7Mr={_?2f(Rwri^0K(*d-sUa`gE$~R^UJ@V#p??um+WUy7lAOc$ z-BE()*OJeV$nRqC&{T3@*Mw;)69mT$TWxl;=9+*IJ!1wvyO=1)u(&)sskRv9K`NY> z8*g9bJmLYQ9v*`^ez<K$v6z6F7Q{9U^<RyyDW(m_MQ7FPJuFwj!p0v5pV$LDs7Pow zkVvj4@P+$-LU&-iALAh|l=EvT1SIab820D;j!Lk16kc(!oT%G?rL>Z6<TyAb0Rm*O zowFFMogZHrbeq%jbd^u5`e)YNIE%6^>1kLirwF+RBrQ5hK@C^qoc8n6h$qRP>>opT zMDY&-aJ+*Yyk_%RiAi~4Uq|OdP`Jq`ZLTT=YBaYINq!2DDJg6e{85rq3>HPfXHnUi z#~al{xIe{R3+TlJ!wt;MD(M@qZJxh^%mUU1X&7PZw`l3(vL#ks1cuU|FdRqk4}X59 z$a)ZIjlccm*+ru;aG+Q8X_5s|s!^}_lSKcKP1Ql`4(dsZcF{%4x5t_7fZZ*egJ=iI z$MS_lA4^x)O9?aa{Ix@>gGz70?N_D*{>H*89qm??ibxA;u=!F(YG{C+iPbqzzR}WT z<yM{;aq3}cyr?#^E29;^waTqELO<Rqz94IW_HcY+(V3b+ZW};ay}tBek#)xm8}@yo zc8?UVuQe#i^N{CHMs%Ffnzv_-QjP0ZY4Nc}+-6EfcpU~8NAdRi9;*MUEBbXConZnA zu><;cPC&K`INl$&Poqn#0$t)@uHupG1@*=e{dWY_>n}qNR2q!06xox#79y9uGCKAY z14&sz{lw-!zl$$u*Z?N?Y8`rZ^48=fVXATPF56fL3LQ$Oj_?M2jLUNPY%|8S@XkJ} z!iM6<j@_zmo}6LX2Hx#tf40uY{wy^;T_gbaWRv7S0yfz^=T`q%>j7d8qEgYF9Favh zDk<gt`ODpOvpd7O1E=`JAi0*2S0#)6(*|b)rbl^RpcK*I&6h&NT=Gd}?+lmw`+>H- zeYJ3lGkTmQt_}ArZ=t3vQHeuu?Br{P(l#SDbVS>+{gEQW=GuvVAvXmZT(_cJTwyK& z%|ch5D6n_eA2q1o6V2`mwPWHl{Mur_LVbQMa@adCk3af(dgW~?1~TrFttmYleEz}~ zFO$i9(y;5@le3B@jVX82u8)n;@wMXT!z)wujca)M*TjT-AfCAg0IVgkGR9+(a`ns` zU02Y#`vdh2F*y2y?lT?Ek=>+^1Ib?*h$fGRR0R0*Bq;4udM1Kpn_%i7|3PlGW)jsB z9%5-kJjWs2<WR9Rx86dS<z#C+Mk7-%diug3^<~vY7&cz^-@K;G>eYlz4~FN=b(tPd zi!bYBT=LL_fG=C;ntHrkF!6_mzug*0){nlA*AtH~F6I7QgQMRP=2Y33#h`rNhFQpl z@^%L6Ee5Yul*1yN^5Q<F8&5tY_L2zf(m0|tI0%&9#ySg>dLKJS>&w%av5S3?a9c+f zU3cDYHlp1HMfH%KWu3qf%^!`=9Ihf2&-EU{)OB*|k7eRN@pB0jqBLY|2V$H4I1742 z^b#P(gt1_}nd(<V%cwv;xz@<A_cZw1d`k}Q`<zw37!eJJkCq{ctfS$yO6I~@tF4nz z13Tc6abZc-m&WevOVTenL}uo55wj(x?KQrJ5-A;8z9?heQM&K}v@?E0#!Y(o>2GQV zt){+eM}EoO&|93hlK_RGJqRoFnP7pBGxVqb=)NtDv$*8~T8=NEJbV4QhZd{Y>v9b& zzQ9yTqv&$`7iKOG>-)w5!R!N($oX)9#nbC73g^;7G+xmwtg*=9mHj^6z^vQ$g8un& z3lJB!hdQuc{rBAF<FZ;k#KCjXGLWCmz+ZJtE{-=4eyGj={Lda@eqH<|DqhsZw<Skc zp%i;Tc*H1NOSS1q_$>y#F(}OAwH#=05i+XKZAwwaq`Wz)H{`Z!VMJ=bB|vp|{m9}9 zxn^;IG*ESjEloOt+2r`Cbgp9UN_#R}13dZQjKc3sbA>eK^G2cj=K1)XN*?>$?7ri2 zJ33z0C#Jf2r9%$<a;xplrj=Tlm805>o}B4uOI*k)tmSJ&3kt7wD#9J;C1nPyVYDxO zb`~AWIC9<lt~yZj$^DnJ@=Rdg-YaY|@g$9S!4fNqC_Mq4Z7K2L6^#b(lse4J_xjZr z{7TBy3<qC4T=(bQ^w*(eoubdKNQrRc&^VV}eMG!|w*s4oufc*(<<5r2Zvoa0?<1ce zk9t@Y7tv}hXu7%U)mNzPvT7@^m`)t>AcmQ!MARd)Ll%w2^l~Fsol}%#V0AoEY)EEX z8~h~pVwKQ9tmdemE=I_djGpd<KPsK7?qlr-x-nBKCi(<FwJ-H?Wr+z(-)L1=OS*$B zxaHETcSliWg?)<T+~E-OT6%~P3dK)FWRyhNi$W=GbkUVXYSq+t<S!aHMU;tOyqxKo z8ODm(547oN_3i})_D_Jbr_;wJ*#$8PEV&cbtx}Vz*ef2WlQX>blQVA!;^)}Ijg3E` zN`RkOfZQMuHw!=uf{_Y^4;k}>LW0C(LBTb~WkNwgfBYXaBrO{X_<yUpY$*2sT{YtT zg2IQQ<T7M6W@R%0G8&nf8Z!b}+1MDlSU{$X93WE;15RTj;Jdj|F$ZcG3YLw7jir$+ z4@%$<3<rSyKW|guHXX@m`eu~&4*d;*al#X%ar4fVhJX?4I9H;PAO72M!DP+bXW~eb ziY2`+&Sv8*%N0tYn4+<yc!|7&&v#kiX=eAw;jH$-UL4go#jiVwEJK-fO5If6k1zd= zU@(>te2U!p4d9hwY)4J02g^sQ|M=_CE8G*<0Cu$l{B!^=s1u+i5>;W%Xn*r|6kG$R z`*<fR@z6#Nu5p8fU)S1RZeR8iLv=gOMo%D#UmH@ca>_6k`{NxI-H82oXsIkMv2JbK z^3y8?bTGTNcCucdzhyAJ4b_1c@^J#|Uav9zu~V-GGcWJkP~;-LF3CMS5yiqL;qR~Q z69MgeXSLvjxsghz^0%YBJY@d0DZ4kVhr21p-gp4{AUg0&Z;3L&$?@*+)>P%Sp_wP` za*qPcWXru{$;2ExYHUqy$wqLr{^olB*E(ZWqk$J4Ttg05yv!mC*{c{e{G8GNNb|<o zkRo@_AW-4PQetap_TrFW_LrQ`vS%TEyEROAw+6G>k(ef)aXu7$OEJj|t(_kdZKBh* z^rXFFa=oE{ru+P0UhZ+0KetTrq*{zuv10M$)sI`<0gB~l@OhdvD%3mWoZ%N4-ugIn zwZmn(kU{i(J1=jY|6R`=m%ZWbNTVX1=tlEUQ+qwuzg4i8Ykh#AIUD7CH{#jvO&WYr z#0!o%Qs3#~r$bXRE+%b^l~?;Iaalha>$MSQMs1Xm%XkI$EZ)>#SW1rRhI^f3*+F6v zks3G2|K^@c&(UW%yhNzMP`c&>dr=F|zWl(5s|N8Yqg9u&Di6y(NYH!wc&I>idssz0 zJ`xUpBFUoN3hMfNcHid|yFj~4dsb(P@(3QwG2rPapV6!=g6jzPdMenIRXcmsd0o?x zU)2rKWbA2f{Y?}3O<P!ZZ=AjB5%aIKtBh2kfhw&tLcLnzWRd7}C{b?%&|PY^gS~x5 zvcJ8*<aZDYQYKoF5Q8~q^l<cC5zb+fC6>ti8kvPe*O*5R-;v+Vj{ERIgG&`MyeJsE zFI{|JCj(==l#%!l|2}ATN~<@g`Y~BST>a$eC3CjIRlVND6O{wuC6&Ejh?YRTUMlo0 zBEc9IBjDF)r&SurM654fv=}p&c$J_*WO)tqA(rzKj#Fify<qxBbpwUmiqda9cP423 z{?y-g8_gPVM+rM}_7>-7lWOYw^R2)qv)4LiswT=g4MfKaN{<L8hB|-fur}Ck87b!T z$mc#cnRCyC=9B>4M8y}IX_r%zez@K<&C&XFe>S%T06D@pbbUXf^aa6prJ^vXzYu?b zomzwyoEI(-Lo-O?UE|=PrruCa4%WSh>5Up3$f?q^n;$>r`jY}xb;s80+`0g^H`E_& zA)pFlj_A6Glr0DC8*vOe+qx?h^jE8=M4{Ok$nMb!AT`}ILs{c{iy8mH`#_BWsre3^ z<JO(*>^-o<(c0V<v{nK77n9`-VHq|3&dKS;4VjcGmHn~h2yE#5C@^Nfie+u=P46EI zlxSpX>nDaGv^ux^>;jm-2#N%cb5l^f|5Y!>V$v8DoEku^geLSN#BpsypNo50Z)%JX zpf3yP=D4gt)c5EfC<#mi$r<aX!ZNY2E_72wN@ASj$hv*Fql}m)3ac{MJid2Om&q|R zLRPm4Y5UOLSej%VtljTzU5$x|xA^l&sVOLuOfvbqt8Nf=W|vsHh_DM7e=xhSOI6%T z(6bN3KDk2AAKgke&h(KU{=nUx0Ma-#{9xdoVj@Zuiy$6iWl15{_iHPTA5+;qG;#6N zlJ7Nu!j+bOD{o*`B4kG+Mts4D2Sjar7!ifym7|JK5#8q&A<+Dsv4XPrOO&-Oz#maJ z;j$_%L~nhuJ}tNeBk~J)4du4F+Bf--zx1wtry~r*+_&Lm?UHe<uE^xt#^_osaR=#Y zAEiWXsa_E0PHN2e*52hhV%jsPoIS2T@T8QEM9`|kBt?~NM0mC}4~RT>FXIrN$mYTR z<z#^cUg;29jgjew_4Fjb5Co_Ro6*}Jw-!1m5=o%Kw+d9nPN4?hM9>JvVsZ6b+hD~h zoF*3Q;`lxp3w>SoZ^u?xe?C!fYDKB4xLGE?kMcF|J-n)cR}F8VA*%GP4bt1!dN}>) zK6X;28RA^UR;f_PhwM?0-PZ&+jFpUpz&(vCY0J~>#h_K|xa6*yE}Q0JoxAjNh;PTh z@Kc5KIA#%)1~?e3dI@}`^S?#EG^yFw;pQq0bk=PEJ#|{lL@$1dCQ1G)a`SAgAsw_Z zWKORWeQK$KNjmBr%?sG*e7R$2F`?WSlvGz~>*lQ@noIlRcy{H8)4p~4ex(VcKA$Mn zLgndZE{C3AU+;VB2Ot@(<LFbOZ;D69pTBv!A6fBAS+MuP;tIj=Hhz7USvPo*e_71x z8#<5)ceCfChqZQkNIw}G|7g^_pkqvz58yNNt=?s`!2iuk_Ev*0>>6k0cplXbx)T1i zc`xS1Yk>Nv?ER+<cF%SM(tZ<YK7{o&?upoR%TaXAF03JU(rGdcV#@T4Ku;GAmlw;A zWcXv!Pt_3!?kzFLNuAMdu38YsZijtQYrL6-%UR73cUNHOb1pNyP_d#P#nqJBP*o>w zW%>k1jxg`<VDNdht;^9$wsD+@RJp-}+?6kSFd3DplqH9;a$-Oz=9rwXVfg27V{&*9 zRs!V72s9h2f@|zmr-k<R!9?BecJrd7jF+YeNiJ3f90z@KLxU}7p>{Yj4_D9J3vJFc z#v-=>gBD3^w=#D1z&*vy*xTGcfVu;1HQg-^(oiGWcfk_r1?7$~rqp`mr`GPu>ny}G z;E6QUH*lbiB%@fGj_{r0m{1la=#L=eDyc_UL^&R4vD#6DDy%5ESRyJiWVhU~m?<$N zX)arUJ&rAa-G+7<{w$dv^*s^WP<>dxvl#bJANQ2dNgXJ51czgqFYtmeYC2_eL`-pr zWr)~im2uL0a;iR6=J+@<j7ab~9#3isY*K+Nmc(3DJM3e_^#+bP<gR=q>@RHM23MHp z@A5r{4Q68wXg)E}r9gdehWQ!cS=oS;b#7Sz=2FGr0nb(z*X-te{54!*u}UL5?WMP| zm>e0ds{q|_Dl$T%(4rP*zWGyJBLuSHw6vU_1F)8MTWgsNr2j!>G^Aqf(kqxIGq$lR z$xyv|hI#^Xnn+j^)D~QaFFO#WMBTu5@?Ada8fCbITR_3Vami4_>dLDE#>0qv0WCur zJfvw8$n;m7lBm~EM;H_71y)WL38f@AWP&$Dd4)-?o`<tu^aXmF6{X@cttCl~rTN+d zE%+oh%9{l|-zQTC#QGW`t##-qr&nK^Ss3C$7edE(tH^1;4FA<?Vuhl=QL$-7e1ipa zo`M!O&54Uy9BdSeL{;n+bf!DHKF*2@w!&ZQOTKM6_=eVJT&Y{q{KOcXqaI-jM~atw z=yryxx>v*YOTEbOgP!`z8Kce3eG#J=;sQECqA8-jMF>b)2r4r;8J!zb_NV&vOeE3v zDUEeWIt(T!V`TeQJFk+4q0%W27iRYnI{&Yl77~Z6ZQS+5^9UoQEYi<dSf;M9VC)?f zD^7Y2Nh(zB{?DHp_ODD9<iZ&&uC^rt+R^f0f)079Z-Rdj=vle{*mcZcd^BP$zawc9 zC@jao=ZO$x_IUVEkgXV;Y%vTC(j5`A*EM6BhvIV=H&a3xL)z}q$CPkok<h5i2^EqU z-if8o1*P@?nfet5G_+A<rcL$4z`zzPfJONX!^VmG%nOxNv(Z8RHe>iVZhq|*8&T<9 zG31ZV7z^7^t<{FnL7R)E1p~-gd(YG4JCz|Yu@L9mFka*_<%FjybL3%(xC@p0`O%zM zMZXAdo+Z>Mx-w1LZSB6lQ{;^)1=p}+b&N0S4~r*)x@|1I@W`qde*9A!;O!X)TV6`O z4@E8Pt*mf4-o)W53h>3eS#iS$&N_R$n$p?wsjJ`ljWGOef1S-}bbVcasEeZ{*}%F$ z*@{#sYf9a*L>HSl^l(9^M7=8SAPF`^=AHZMdWdt@M=$dld$9wImR;`4ig*al%(6=9 zd2+f+EvlhLYGGE>%1o?V2lsxxUn31Ipu|`)EP8{`*!hP9!5Wx_A0ESQj^NMu=w+*G zRHDv_%V`>JB`9<;)%1kl+ynBO#T5Cp?K#XsYe~uKX4s~eBLo}c{&t~%Rm;@VJ*%Se z+vcu4`K#B$k>g(%p#3L8JB@m;$yqT|oG`gp+Ba;M%G({f8h)!k6I_9{6CF#H&|_IH zfNRwiV1uPY+)r057}M|BAda3y!Pz9#*ZVb;n>2K)-pfJELRft4Y7qEq+ie}?gM4dk z=lrK?o(wxSW!!F7w*?O$ecrJsVRQ!L-Jp8pD^7aeGV*E!v^E_^s&QfxkK(x+N=11% z*)+|#kOzYztK%gpIk0GkqIb)0Bse1-Q6-y0f;`S(wFnvVC1pKRFvmpYCuYqcKbSPm zU#)uPEO=Kdy>=+Nx=FtP4&%7xw11P;wjzFT{KZGx{S%uzYqCQ;H8SC$(8XR^M50Hw zZNBYAUioL>t{8aHXB2%<3)S)?q%HX{#juM-GEPn?dHtbFNd&y4;>1VHlD{a?Z%Mb( zeP)*xYHnkC2LlsGr=Lk(rLK-X?+%yf&d1k+1O1s)R+zR{7>9Zp3wXShRrHliN-{JC zH{rF)j;v3Q+CU>)>gAIP7xRZicptcu>4{IJ>Hsq@gLY)a3dO0h9wzlmr^Vn1m`4M; zzyY(N8Sgri5)yDE#JFAha!`RTY)t@`^_L}|>n%-B9g{3NR^}RK{nAwMkM6-)`XuAZ zEc-{Bf{97jU7^oYkNr)>`C$(zIt~iA{k>Fv?sN_2Vm<S5*nED$8)z;L9;naLY-7|_ z{up#xRhAq1oC&64YE69jq9k18@#e(=vatT;-CByd1bJYeDw<<rcoBmt1~-~P1?z|c z6$<`ZH7r0?5Sf`kTdVfBH-Za%NL<e!($T&jmOqg$d`c!hvyAW!;<AZIvQ@V>H!FcN zJ<~~y5S`L;T!mA6a{<n^vq&!%nSTKRc$p&;1Un)QHU+oAxDOW>XpRru+6^_xk16Ey zAnk&T^I5QcbRaJhue1QvbHOtxoLPgIdT*MW?K7&GIQ)r@>SVOgsCp0p^;&nnOX3Lo z9@ZM$p8cmawgWIb8FtGNpGJS)ppvb!;VYp*m_ijDkiFv0KxZyR4&=jq9)NVb?(2Ql za$<LFq@^2|?8f`}D-pwp)jRT}XGU1|k3TG(uphWNbIjVWd9N@_nl{X_v=?%*u{k_H zSya}}JaHABRM69@m+b#O7(<k|c9AHX!)kqe^82v<%h}q+u1=9r8okLNI($T{E!xca zdlZ6+2|jJ;keQS~{YZP9y>{?XGjsc^4K7{3vDBZ-^<J;fYhpgYzXb=fEKD*~_C7S- zd}!b?R*a1bb`SlZlOA3B)={!2RM%BxGa3C;DKY4+5dLb~%KS^VXl)cwp1jrsl1jQj z8o-|0#4_F#`iT9eXe81*e%!kSe>$P^{Vp`L_cX?wg23TMy9rz^Ml_KTi{A<w{*R!w z+hMy-UN&weyDE}?V+XozM$4z_jd|S!++uL$4M&1}mF1$|MVQ|J;)eq_pjDQd`TpYW z&(#tO-YdMl4NJJ=qwAI?G(AWpW0Gw>OXXHLVo=Ce*Bt0uqf=4EB@NSXrOH!r>H3xM zq=w7L7xM!sRsu*uj|i!~>QEQ`PF%?GN@}ZtDjR2BkhnP{xPSC?!~VB61YfT1#tA%i zjvAqx)l*~@pOLv|KZXQoY4Qp`DD|9<z~s)oNzpn)@S{c>s8Vix)kLGQ_@$Iw>|Kmt z?3S8mDf0B!F2O`K<d0Xo+>`9Eui=ZE_1lf7`yO4dV_@v*cEI?8`Sa`6Qf0@^5qLN& zi!G~Ow(xB>NkEPXCNJXn>g|p9<p#XOe8N}iUiPImQ;Uc<udF{R18Zo7M?w^V!Lu#r zvpkf(W~<{<!S~M@yDMBYiQ37Lh&hY>&QZ77NwY=yOYUooj3}-K#@eZi5(ULm^x!P{ z3uH`zJuf|>Yq86k?gK`<4Cp)5$s|{nbV75Ov}jX;B<r74Ia6zC_Jq!jlsaJRHvf?d zBZFJ$+=4ve6=I7d&aYRfnqkWosYyn+mWw#-t<kLKjZM$2h+d1TMNmWV(*}ey+3j3r z`^6e;AGVY~B(Y2WU{s=|CzYfMa*(ivK$a61!*IRL{guWAS@*U0fBj)IF6-r`n5b0Q zxRDqe3V!Sw#Vc9`Kg~?F{00+D-lvE+de`n-4XiukPRcr^JKwy0V3g=ugsgf%Ph$c= zWGrM#WUK)8e?M6`8hbpU<6wzdxtQ44xX3^t7ACHD5D3J^!~p`3f!F~|oSYC=Kj?4R zAOI&TvxkX|t+6c=D=RC2jg5s366Oc3hWlS9R(1|1PIlIJXAl#R<^Ru1-XB^O4+Lao z0ssMI007_}&i<d+fd9H-{(pl({`f-6lK@#*nOJ}vWI!$sCRPB){}E;3VtV%#`Ux!p zY4C+6gHQ!P^OCZ00hqWr0A#>-W`O_5`&Sl_gNuok3;2&N3&>sov?$Jh0skWb$id3Q z@jf8^XS-K_Xlh8&PiQe55C_w{HZlMU2NMS?>-(<kOrZY*eT7&CLW|(O9~m+Mf$vrh zmUnsYOaUM!HZBNj`1@9*q0k5rv><2`To4x%JCN;v>9f7Z19APEGRSBUv^CCu0sljY zjUD)|_n%$FAY(z$RFIZnXfaG67ZVqViwwZZ!So)6j19yIvGs+P{1@RH0xgEi#r9sm zf9m?La5feY6DROL!oU5)#un$lfd7dD;NoOr<M>zjyPXb#5%!)PP9PJ2<y|=Id!^o4 z1Kyoj{|l-NgSN#6vM{l5{gaUQE&`GPK!Eoe{lm2w_kBBd&VOqAZ+yUenK;@18^0+M zni8TO@ej*?QU6PV1;E6?#`>SOgZu|Y82O%lPIjjE$YgA6>`d=uSl^uh!2hP~9b|z8 zVt?<W_uhTC1KBvqSlKz5AS~g~qK%$W&~s3b@tF6txyC>fKon!3zrwzw01)pOXf6cc zdzY{R*&)yG3;1{LAPyjeCl;C${=JErfFOu_EHpP95cu9nkfwhg-<t;jfZYA_$Od}< zDnK~mpt;~US((^a8=d2z?JXgPFVN=DfcJKMAFzWX-CZ?Q=4M|Bf>RdgqGB(ysWBwj zSaFXH!$ZRC1w~pU&P-tQIH2GRHIrz<BrsG`{e7L#(V-O4iBqAaYQGC9kBmaR?{Cjv zd^}kOUC*wTpLo}v?M-*n+lKT!%kOk8gZhh#Sa?Zn8=7yZ<IBa6B6Pm7pRqV!f6{0% zj?DyDRyJNPxX6V+A*+Cz<Oyt;qNkF3eq3^?1&%21K#EGdq~vJZpH=Kml@kN}o00!q zrO8#s^QT=LY~#<29rQOls&uHVrsO{2P~-&h7w;3kz`Y?j(&JX%n_hX9n@A^BXx3Q` z*5qrYc|m)7^TO1PKzo_Ad-B2X!Qfh^xQ~O0zO=utYF)3asqP-)uOH^%Y;SEIR^se$ zl+=$dPs>QJ&3#oE9-ms6`P!*!IYG`?{y|-xF}hQ*qkeJGPv|t<`(>qmWk2<U^+K>H z)S^_g=p#?$2rhxm+V7bGr=!izaY057eJ~^5oS?Y8W~X6(YrE%*KeX<P>%EdA|JyeB z5$x75*gH4q+!|ggpKbOX|C>I!DS$07r7tAqU_^WbSu8S^g^eId(ae;!Hic`Xf8^^( z;fUGD-U!|ZWJG<0ch_>4$dvzzvDQ~}fWZ)#ZE*zCl(sfP^KaRAH9%?dOay9ekmhii zkrM%*DO+ve!q7h3Qu0~KNkjtccjOc>aRf$fJgcb-D|G~|QC~6}ZUmK4@3CoF3f~A$ zL7cn5L8@J=UGTV}!}j(|d@i;46+z~twqu_c=1X3;(-kEzn;z_$xE^<<W!y$ymE_x~ zKxd_5N~Kb+Fl=F9nO*3(ULND6sIuZmi<FVH-{uaN+uHH1g)*5nreO~WleA;t0&ZDG z72QG)uf?(-+J!GH<x0HbR%B6FkkGUO=8R0h3nV&1fbMlangCqHs9LKatz@Z66jPQk zK-p+^I5Lv@;G0+zJP&`%aYKBlcz9APQcG?spZRid461D$y-o2p|69k!<QOK96vtu6 z%TW~XNxzqfqJPvq<$0d!!e0oEo>@5KadmZbetrI3fJB(RmSYPu@9UY}p<87c!FLQ_ z%9d2DwlBi_Ih2nkB!s0d?Bm)I&H-Z7_l#YYZQX5M5=ErD?33<*qxy=QUy;6H+1vd! zBG(Gr*gKeKh=6ms>lV&&@4ZHHUZjIUq~D?Db9f#+6Yz2nICbWu6EO@hPW6mJfQ?Q` zIgM<C%OsgWSf%EG{7Ado#(ed4-R5%+BWURqe-VCBY^huB{pJpjgbX<;+U3Q-ypRk1 zfU!UGr?GSf1Vf~r*2J<uYy;TSUyxg?1Rgq@K?0f^Grprx!R#A>Zis5CVO#4$KEzyI zE+3h7N1D=O7kIP+)uCp=aL3jmbFl<&h>LU#jV~7pu@~i3f!p+Ci-N+k1Hynn8l2zx z(mK<tYKv%6hZknX@brT;eQe(q5WYW%qDvgYgq8@(NL4>r>ygWCeKmB%EnK1gAxwu9 z@Y^-u+4V3WfLqvp3x)qHajmg@I+qWjoS>AIFl>*Y)iPRa2=7xC*xCONLUd1;L5M_% zte=Pk=Zg^l6JfBq^_nG^1^I$Y`#BkIB>Zz6=xH`h#TJ(NoSz11s@|0XIYw5n{qIA; zM9z3AFb5HRwz!jfUg1jmP(H4|IHL+vt(QoQC-BhIP0Np}3Gb&%A9jCZC(Ct~g&c$6 zfi;}FvjPm9CtE}e7=N*8{mJ?Z?{C*+fs!bM#gJs8E4&uYvyWQ#_||wcr1a7Q^1@+8 zA`F<{Nbe+B^i~JyOS?749ym>{7@tt^lZQUOZKHkl;k2h=<plx1&=v1`DN3n5&d}55 zvwV<M(g^6JT4d}TUNFvWZ{;AL8WhhS^M)FKKY~X01d^aafwjnF<R1H<*v!HzcTDpO zO^qoFsWV&E(zQO-`wD2?hK14m`B}TeStN@R-9Ap5_#Bq?eWU>o4=BW;5~$-kcr)O_ zYYS7_)j1=Fmq_>ta5g=|o0F)p`N{PA`ga2o@B96B3bo+z1{+0`?O^?Lk+`|R_D}rl zFfF${*Wcmrr@>9jLW<h3jST~Q@V`D;Oi71JhqGB^f9k3wc5O5vw-;ksCEHV*DpD2L za8y2rzs-2owz+}+!u3l7NhuvxkewH<i@PF#iaDfx-|Tk*L1`X`{ITF_R6Wm3Ca>OF z=!rO0$Cf}97Lo@)_3W<=dyL@Q01^$A`&AK}Apg{}Gj}k55N?xuby-ds`4;Yr8_(~* zrQPLyw>7j){$_RZAG!-TtCcC;#l^7Wc>)PIkZKP<4A#!sPOA_;$wuupUJU7NChvLK z*nqV4;_ZnRH(ah|-z+q9jiTW2{hK@5oXK}N3~@#Ryl5iYNJ2?Mc>lI$xdf=5w_Tk& zqb~W+{Q-c<YOe+o5O&>tL>2RaMKcho5`_<|-TtCw(s^LtTGtSyKq5_3x0Tn)`QN!I zANu74cdOfnqDTazE6ersX!(go_)fMqY{l=J(y*#<Doa{Qjue9pAK;J4r8r#><t7s{ zDf3L4?I{*edPpNbLV+_Qf2dx*(LxPn9^9<&leB@&;#}QgsD&K+%F}?K4uywxDw=g_ zr4<X>b(_K=;p#;&8h)#c!@J)pAFNxmVp;i&;+@iz_LTOBzQ|ttT2iBOzWjkA0@;p< z#kq>Qk(74y>w%9lFHzlP19iUXS$4=OUoL%`9JHxon|=A)ejq8|yFwC~DV2-nm-)5- zO%w+F@>#rN)2NWFf%G&{4Gp`o@UDxkvld2gVY*diUbn8`qG55*c*hjW0#OOJ^{=Ms zq7I1hsytY&DN$3=aUIFhza5_ATqe$hB09q#@oXr>BJ59-ukO*xl}(-9eTpfZ&L@f0 zc&oH^M0WFlQBz$Ms*i1*czQDH=#l;FNW{Ou-5R0~Vx$`aV*G;IeLT+yJe)Zc3DfE{ zr}E#IW$+8|8?WUf(wNZIdk3_)o6_{$B4Gs3zRyANi|bVvbmMcn0bi?Rt45(L$Ki76 zXI)PS15Up&^R~>ZO*rN5{GG88ys=w3i*px@dn@+-j@a;eI;-b`p;m?DlCQC|grlVn zeo$7T_1m1@v`nOeoOU^O8nkFg?EWFwI5W*|G%A%r!0q-g<#uh%VQ=d{%{?dau$=~y z84fX;U47vJu7E_7)`h;+Z3XXp|Lv;rmC!$j?Lhi6M^Vv-D~REr^V2_}^kA-*StmDJ zQFM5wB5?`3dn;@j4CUY>BlYX;xyk7R*rSTL9Ul6U;11`>Xn&z?FJr>dAzeg>eimyR zwP1xiLw4t&5u1yDyyVsfwh@JZ4`P?j-(N*c5N#_g0K8X8-PYbq&ES9+L5+~MFF9ud z=1p&Z89a*&<eC|eSijlC&G>(Xd{t1K(b6q21QOhR0t8QR_XKx$f&_xQJA61~aCdii zm%#^uLvRZ&!6i8S`Rm+Ub?(!B+g+=x_CxRLs@`k$LJgO8;Qxw2Qzx-0-M99(yEA3p z;UKP*+;}_x1JyIozxG^JfL0bSbLWp`9lK(Kp9sT4RuR&8WcE~zc0;+WM|D7T6#gcq zHQvu4>ZmJEw=g%-@tQm-QDL4vA;-`iy!C)s?N{&cs{N{6Bc_;(S?q~XRUMUgn~U1c zyxOs@zP_BgfKiHX7dGFKmx$dPE#L2~s*Ogv>Sn{fepCQNzV_*5nLQ^f_}bOvp`j?6 z<w$NB<|SEM?{@i)%NSg-sQ~bpsObVE<U7~Bavmp-1C?uco5lGwznXR&%dlWk3Z~>D z4V8VRi%)%Si*Tf3Xqil4`AA>xX&OUkTTw^2>#grjWUGVT96y1A3BK#NnqXiCzOEnU zkdt}6i3JFL^}taS=~D@|?ZBfIt)mf|_CDct6OHZ|c>dfhS7++8Lf;)`y&}UD-OnKo z$WGau4t(A5kS3;niZK%A`4oB*8m;ar+-Eu9O{z&JCqAJP?fCbVP4#37XUZZ-)er@( z##V0bF(yEC%luaz%t?>D&-;qtb6%K}!ShL~3p`Lpr{wS)=y>?`iRiNmfr;dKDrfNR z1I=sG!zkM!j+eDxtk1F9PkOGJyH%S`|6SQee2EXf<|#}h9lexm1&9*WIGp#KC-(Vp zBOL(d73bg@`LE8R53WDQCiXSABY5}aD4+?BJ=@E0+cR2loWWKe$zM9(^TX~a0VHp~ zmRLZK*BFy^$nY%!oA9&95=;Lo8%fcL2M($G{Wm-HZc2j=P)&+4SiCq=F09SGPdo;# zpi|>5P>?!@8Ytj#sNY#g%%aqtoeIz*Gf0NQ3QfwxOA}H8g-k*x(}_}k49mCjM*{iF zEM4DZK)2ar>ioQDJzX$#$Soe^n|!<MArMJl8sR-RV(l|(TdcB!TvwA<a;Io0W<G%x z*_S1@Tc^WD<Chf8CD4A2qBV=VbkON6#6EkaUnLk%mK8eg&VAk5iNIN0HG|R8DTj_a zriyOFaS&>M#qPFlv)7H^?5~sOT%zUNO6G;-Qq)Yqnb^GkGhx<QzF=Q_HT24|8Hm}E zTt0k?j#v^<2J-3;BrkS#EkZk9nmQtEQO9T9rqqRmnZbjDqO0NHMN?8YmU)Vt-#$-2 z92(7UaTMCqdK6F5*T$^v9<7B_411#guHT{8@<%>kq`RK^)YpkWPJ*Ah0_M;&ro+HH z{c~z<KP*z^2Yn#wrr&?qAai;p19qQSW!4mp?*8eng0c=eZa4aBcH~5^F|nlrjXtIB z2?(8Apx6gVO=WpOf4f<FZ*%EhZppXTJ)YdP)<<4EoBNzHxCe%;bkEU-bkw956HSi~ z#K;{|2^xmG$3C9<Yi}Be0P|B|j|k1u8iU<V@u0Cm*oEHau$mNDp^mc@2=iVZw<a4( zQ@X!fUSuRG8Orq%NW2vN<}@Du(2C30e=KC9hj8o9wphqV(4NS<Lw<nvi8mD+cz9cm z$>LsISZe*P40WS-kIa$^qW#gsVwUs{@l@2;OTtp(a8UQ*Vs2uBNvlt3bYhX_lyBct zm=phve)vdm#neS^AWqC3peV^&a<H{ouJW>IqbS0*c{}cLVW==zYwVLqO8$T<Gk_VW z3lmnGM>r+f+cuP4s&N;34g1G0C~r~(GNriBA6GA}9dEn?Pi5-pf7SQ?=k)Ml!YHXv z<+^PeQp1(lm_KIm<P|KGO0Ib}8#OFxw;<S~(>QVHD&HQ@Ex!{5^aNUXu*5iu8LwW6 zn8>>)qI;7(4d2pnl0yyP<wk@8P}BZE&vP~OEL{}DaX)bI%?|pXz>1VM37;Brv6P^^ z9>wgvY_8t(s=*Qv7K7=M?=v^G!K;M4@hoMP=ntbb)#6}Oe>|rI2f@=<gm6k33R>QP zQn;?`gb0WX6yyfLZUUh^Dx#Do{M~(9s&>0A6nBvp83zNBlnJJR_UD0TwNqQz9~v<~ zX;i{F-QZVEfu=_0nyyIZ+P>pS4MpF9N`49jf0Q8d7yb+1YuJ^Eh*u7g`h_!nxQz`? zVms+}w1v3qvN_#;vzdw9U(@QC3mXrk=DK6uA5IT2EldJ1`MYG4)s!>561egBG-=bT zKd|3m>9i7dBRzjiaBIc9*_U&QrB<Dfk(02$@g}su!oQ3TsrOD{^Cn4yP;+U%e{AMm zEJ?8lhbk{`?KN(vVl@R&l2tcqfcv>cG&Du@4K!qhm=1<Y+kKPjkxFdjmYcOhmRhOw zx;3ePkfi_^N#PKo(f-5AoA*);@g%mN)^<slYk7o9@r=^w8|Xh*W$tN(oT@6YEy*65 z)h1~14#3KJ{e3m=4~itY)TJ~>r|#_nOsh@nX^8wy{S%@R6j)E-dRf;x2daPVnSDWZ z&8KW?h8w(j`?pnh<}X&&`qe?(9@N8-chi^pMZp)akZ(`MLj_;js#P7>e1}fX_Q9BE z;*(QHJV(g{sLMuL=x?q4Gn9Svj``D5hO3+ZcwV&cZHAj+>%D^>{}{H5%PNb=3Z1d! zGnfyI%hZ}0Em8C5i6FH=HVz^FFwKf&4Wz7{HX9LqLqs|>8*DD}wnLiQgFl+JLQ#Ga z>wOOpR$w`6qnZhYA!7+I_QgN<6%IiJn9kuKW0R-3vrU=v#k!>2aaVq)`>$iW^%dN5 z9e7sHnakw1jT_hyiZi{TqJdw*jR|G3=t~!EDhF}W$-mv%;ig(1NTEe}uI*v_!qpvN zOakbqWxLnQw?}KeE8deg(tZ`th*2E}xocqJTqOSXCeIJq_fT*@<9Cjz_shngtS2$S z9{A&WA-j`LnAQBs$gax1&4SySnr@WpGyNkeMN~DBT{7KtCUgifQV6<~g;s)ns+XLb zt3Mh()0%|sz8?$2KJXD|S->zr9~VN#r<?5M8|L-eWrdvLrTPyB2>n{N=rRmFt`q=r zi@sV2|E4;^@^N{MYYp;V^F2`D$bl3WuR=mY^}KNv`r=8CQ8#BVDUcP;G0|P4E`@$y z1)-VL-bz6mq%ZT=xfnRX?9(@^l}`WI-eB@kOPuqE#|!3kLzz|BahHt}NI{h^*dFpS z+HCN(pX@kr4UAQ7D0f9bj_<nfwhk;{efm{e$#7DzUhdkZb0L0dO}H@J?b#ts@9FFH zg!=cLd3&_x4*5V`!XNZr=k@ZaP8}(&sHd)@@w@lQ0_}>9k|uu$cS`Fp5pX~(d2qfW zGGAm|7;>}IqhZ&<W&mr#`##d6ZRg5|x3T)Xxb{66P<UezbKeP<p!f^&>11H%Dy%E; z9W3$g>W=NT?%_McT$F8HJZUWc>LKiq_M+P8MIM|vHf}7y>^Ys4jJZjbUtIyV{aHg& z=tHys@oT9vtTaOOep;&x{6of3)JS53pnszL$17xzRe#;L==mk=oM8^bsNl!qxbaGT zXAv$5ow|i}YJhEQ2H0vTw-!jPjb9NNwBY-kbXASEIjVl-fwqFe!;++ttYOAE<#}S@ zP%w*LLQ0Spn%Kkm1g^}o5gkiZ%Q9-0NV82l8Sl}A_~&eSxc#_!!2eW54*h4=bAH&6 zJ}y`KS;a|k>Yj(<W{Xq>K$w~P4A0O$0d+cKqM;yGLuzsri~k8}+6Jt|c%2Yp4&)C$ zn0NKE@Eyqd^lgeui+Z$3&t&MhFje6}C|MY1x8vRO1$cXZ>RT@;2R?m^H^yDxn1sEo zzMn_5xo!J8VnfA9>(Kvkg*hg0h^aJ;)N)rMd;l$KT;G~{*?sV+oG-UVn)A(~vqYNb z(i>UQ((Ye<q6rq^6nlV!{Aw?pyH4t-lPe}<BmZQd_vm+#VVwbVK2O0Jy~235d{$e3 zOadQxJ~C#1W5Is<<@b8>uKoO*JhGo-PRd3EkIJ>mH&+6bd}k2*^kxDAbd<TQW0IHV zSOC|Vd(XxPhr0i!67@zIbxtM8kG|~dH|J^o>GWnLFJ>2i&Q42UuKm?&wTN65V;{B` z5+J~PhdA3dhES>MZYZWg`exjll<LnWSg<ru#Y*5u_E|sodX2A-4PO7ce|q6EBi`RH zzj0f6bdjV9(p=SW$@`pFEG9X`QpU7tz!Wn1yL^8YWHl|9NXLl7N)>hz3vtLxzbjBp zs00Me?UY&A=BcFsLm&(3Pb^>Jm0^Ap9$XB#wk?j&*&j|JXhqbRQZ99lOVbNt*3$?+ zn)l8{eW~mn%;ud)^SI^#lkRzDbq3O_mqvVqGq5536+^<+=)y%YLbtfAK>wS#p$ogZ z-OZ|(pkW;Q8F)c0BSA!_MU~iT$L>@0mzc+iR@$!xc23s-m+ug94G6Tw{B~x=9-l=F z=;%|>1l|lFg&Bd4yAUmIy90e9wJbo~wCjx?{RRjxXmW4V{dw27kxH+SAC|-jx0qpi zH%}vIlh?KqpWrhX+`KBW$j~Cs{|3RG3pCx5@mJ9eM?!sgahEA74liwgrmfC#QB2Vw zVVLMfvbh4iZ<ifMeGQ`dd5W@ps00x&u-x&ckq*$_hoW3=z^&8~yiKfHIsAUW5Zka* z_8Vl&WItF64hxfKP2ouy+8Xr0wN>4VS3qFl7k!m6NqG6d{z=wk55P^kfl}3TeOq_- zh{e(QgBZt^xMBO8F`U19SCpB;<IjSr%o}d@m7WYp)JoAT-pF@2w=j&DL#Kw758We) zQ=iLR3hl}T^v-M;wKOP%GweQ}HMp%eiav<19=nn&VVl5q2KM3ND}qG_ew3=cW$DvF zkR@lXMNZcKQw8UO1~r+bxKVZ@`>;$cg_Y_3o4=@Xf#)G-HZZ%#bsPFSfus1GZ(^Hy z+f@*_gnPUgQ8{IgAl!0o#C}e#EciaR*&*no9U|bO<tWV;;<WjCoxnr*at2%u$z5>j zjrB`8vgH^Q*R>K6{#yk-eh8T55oS-ScxLxkK&F0PHIY4mtimgzUoD6Kgr0kmP>gig z4Bvk_iTBe9JVR`=&)ZR~|D|;((}8a#D^m<aoxifgU$q=fEa25V{2r{2)BhFWXS2-W z2`h6rTOy<y4W@&kFZxZmRK=PIn`$W%<${qVZCz4D)m6qr#y&*342O5LlHWiOZ~~P= z;b-b*bpE#J;_^uxU|K!$6|O5~FqcPGKJhHCKi4$V|GKJKuDv%jusgWNV!DF2;idpQ zxwymH`Pu7T`sUy#T%ux4KAYleB|4_AN~$M8cGWLj(Pbuc%DoS>e$V#O1z7?XGD!)U z1;?*Q_M+0%ffeTLGZVBqd;ohIQq4ZQ$&l&CuJ~aP4uawXNVnd3%~+xCGG;QSRY`q+ z+?2?y>Jk`}uv*<r`!2}+ui<4vnAli~_3*5u$4!>Y6O_so;pfWSOA@Kc3u?CMqQP1k zCmG9$E>8pRc5lCz&%S)lh#ibc0TF?|AZh4|s7ffN$Pj@R{;f(<5`zc<L;Gb`JgJQ< zhR!hA6A(>ZO_nMp^^2@vq-Ie@ao6;K%d~7Dg2mPf%S8aY!k<{k-O|D--vY$>=FoA8 zcyBJ^EOkX&=w9Eolw*S!Ft9DCsE|nlb9b+@bWZyEWv{JOz}kN%`_)v#u0}c;|MDnY zbdIfKw0+ik?y%S~jJO0;XI{u%pO2xg-9F^P3WQl9uUs#kdPyDBr;+7H=5%&iLWGYk z#SgC`<!Kt^W97BuT83wk@=mQ0TQb;qPvaPDu9$08Vhy+GD7$SzB5i?A{bnXm>W8Lh z+=&u{k9kJ1#>v*MW6N!ZXIpi?pP_3``p8<hFw#**>7(*~H#6{4%k>%lyIO;wO^bc^ zu8JckQR!+;MpedpCQZ_s_No^_d$Wk=ivnT2c|r0PgTq){|AvpZ9VZ{JZpwXbRG^lk zg38Z2SH$AoW3TBkIyd#S+;8@C+?}$2`c)p)sw~^!!IsfQkK#_H#Z+TBDWhc6W`a4X z6vSkWXCf1WO^ktfS{iDx8EQ)6c$#-3ag6V*K(0<wvNF6xWH@AK7$f1F)KM}8v7DI* zC827+e>tFJk|+kK^)onF@xD<+FX<`U#N*}qZ;;Q?38RnCVnT!$d7SU<{x@FaO)@k; zg3m!YgOk6_FF5XWp8h)o{@)mvmnjn=El8fiIrg0i27ADm2yHCiFd{p0+Lt{F++i}4 z|A2Jt{AUN9Q=U@$Ark`pEH3NQo)K~V!!!4Z6JMWHpBViZ{0N|UpCb$*IfE>NlUpfU z<`;4o4R=NVZu<``_OWCvYSDDayj>?((L?oywKap6nvlPA1;$hOj^TI<p~Q|nm-c2x z4SDUJ(d%%BedfD~7cnsh`{Q?f*G&S{7ESNXCimON=XCH<dz)VW8*;m;zo(3{uP+#j znk#M^cc?5eR}qy8m<<O!6g>T#DPS_t*Z=$e{m4LJ|L5F-3I-9NP_c6UQwgx^GElH6 z*qewO{jVFFI6pfpJ0~j-E8l;>6mdFG1w7|}_|LgCYv);Mf>7wA*0t1PdE<lMQhxEr zp5P)YvlQ9IPlc+GHD220#CQ{=m*;LN+fVN*dvRAla@b9Uc3FNdE)ROk$?pi#lI2nM zKnWytaWegh>hfO2Xs3w9wmsltF%wy~iYaZgEFuP2CLtP6=NIU=-h35C#KA_hX`*8E z2mtGZ>BkU_F23L_#w;(|UwM98DUt@{06%&1E@LEB8VpJHqBpv4h{7~EcGbVdRw9%} z4IUeCAj|$x3|p91jfw0Z6X6h3+kAumAhgGI5JS=Ep^iAxW6cV0fRf*3L=dCh*~T^2 z3TNk~-hoXy=<nCrTDT8>pLYQ-#<n=kL=V6$8~q&*Zk4I2J->;`aKG*3FhkRfvJoc* z^#gSI{&tMwZzmBr%gJ;n$qwma>A#5HFn{5TGZEQPVXryw$~QKU;(=g%91_E6zg&-R zX8Z7)f=O3Qh=}BaF#W#?PY5+C0q%_zfw(;)65aZCP#s0mdm+z02#028so_GU#{}@c z$#Ql4=txOV*zEH&r`NTnci87w&9{z{VKiWZ{=7mlu`s0=sf?mB^qF=MNgx@i?OBJ* zr4wIL`RnZF+L{0Wmb?ucS)jj8!8<uOdBq_=U?pXaLF&9<t?m+dyvU6oIp1OO@;k5= zH#_@R_h}|kp5fB4XoDf2gM;q-cfd)Wiapn&p&}G%8{>-RvHK5v-om_nQ2xvpzBP+V zDDH!c$J3hc(_~cX{<G>GsZ)1gR{fUAe4TT=5|shaE>r2Dq3GzNsij}uPGCSEBdB28 zWiwP}>Y(zRWjJf1DO~kglq{-l+G!VzD(S>q<Q)I&3*uEpTXaQv=oem}c3>dWe)w>f z&&O}$ZZ&vy$5K9<{IuI%-Ok0X-Xx)@^(phKP>N|f<Lr)b!lO;HWrKW%=`!Q2S(@<e zy@p|SuUQ&5ssOa0@nuc>qS21F%u{S@(DNc?%k%<`&>?rfu*VTug8{cS+Tm!~xz*AX z#Pjy+1PVrquW(<Ou7MktF7U)&Q5}J62HB=lda#6SuTw)Bw$4ge4$r1F7S<X8W=K2n zByFc%aR^1lV2+^E%wR!oqc@ty#_Pb!Y~Mla4X6quTEOw`vW2Li=($SARQfQO5epta zG5ou#!+?`^@eaZK#g|nXp+82HC*NOdQaN`!><E=BTI&<##O<&$0Fa|9N`PFUDCSP) zM0>?94f#Suez(k=H{(KiX3OL6Ul^IgOq}l8$@4w*kq_{ENqYos+RA#y@L!|kcEmaW z_lQI%I$;>dNh)Z!fWbK#(y!2GAQShJ=YRI6d3Q~td;@p?{k3`JKEb*I$|TpN*S6s8 zCGx{WWBw*%Q-j_I<*!M<|AtfU6a@q42;@9v$7bX>(uA&af60A?NlVHVY#r~*SoQD( z_@?2w{?deOlCTXB^?%Rx8gT+WAsZVOJN1rcIQb-b?PLj-fN;tqxl$AvLBzn_U-$_h zg^xxBy>U+1(jiaSG9f$DDxO8yNBBuU1b?1O#Z?!7dnT*Q*#UY-U$zK@kr4g(dMe;N zPV6@$z7Gjc>SSD>9!RWFGiF=U6qby+#>fw8SA&nv=v#AJ?Py9Ip#MH3T|6~36YA3# z^3c>>gJ!MT&6{sv+`<k4>Z$-SI^h}8e3Sz;IY$-5-sNs;q)#!a-s_;mMmh>Y)ur6= zpdKUj%uZfdC_70m<A+NWrBEMsNR)!3hDBLd?UGzRej$#5i$O3#pQ}JwI%&zBH&lEt zE+fy^3o-_quD3XlT9z)hck{zVOR5$nm8@~Ur?TzgQzSM0N&lX~a|sZ4nJ?P-UBPTX zwE^{tJBrw6Skrq#c-1g^)`!zLd6YwPQuO+wFI8us&uzL=wAWu5GAb1NU7Mq7J834o za^266mblGdO$*^u&-&4cH>--`zBj?71O*2w{oYtlYusUuoOb-8bc2FlacO67m4ymj z->2S4vNUwYHOsD&CwCzIs5!SEJ$~HDuQBy3Sx+2qC%w16Yj~4y>a=0&bo0$1LDK2k zcmeSI`1zBX=!isdkcSr2{?!V&h()TyuMxTV%5QW!*<iv(X!$E1hui4%P=BZVsu$-+ z*GJ-aw#nmv_R!Kij6HG7JT%<2>G4Nbqy{I+I|$A7muQk(l4^mEN9BLU@5N{AX`GtC zgpS?o=><7($47b}`!mUz8LzyWB9MBZ`rUK|6qYQ6(o0WMH|1q8^B>1W9yd>jn#sa$ zoTZt?<{OK*5f@j!&;$47+X6%O&?soE`-~_7@nxv)u-Z_k0AYiov8Itr$8lS)v?V1~ zo&<P;bDm2l932QR!(<^nt2}GSQF^_&Y_u5R;g+fmYCcF$gh=pJpePrQws)^vwoyf0 zXMfbkTnNVNy{#||8_x1@@J#l+Kaw!J=^{)`)c14*fn;sJ@(dar#Od@_sj5pF7uoLo z91QAVIg&{?)MGYxu006@-xMW_v$UbNYR3Jcz?9zLss*xzrYroNqWwrT96HtU#h0yq zh2<&fbC9+?ZWdQbTIev0njW95w*@JexYQk+T?rY<nP8~zYcFU`%iaqY@FIF75IC?B z+Lr4U&JDg=t77+`$$UJGndn`L6X3C0nSO8Zmd&hVS{*mEmFdSEHub*($u4$NZ`d_P zE;TljF%fW;OI^XJ8E@kgAD2d7aFSmUQfOb3Qf^s5ZepygJbaRzJmR8klH$B<?Cd-| zV!S+joSfVu++t$f;#|TMg8#pilv-906+Bl8_9Oy6Kr<s}6RAQpba9nE9Wm3cA+Vfg zU}mAw<O)UC=nAIj)uhHDSX^`|8f;A@_^yXbkeqKZFr+Ig3dtp@qmu3W87<p{KKZ)% zbm=qcv(LW4H^Fzi@HA(ucpRc=K7lWArdQn{tza&#Ku|`6InvXw>e?bk7{E}gvi5gs z_Y1QPP%r&tesD=azWi$qWlf!)HRoi`>f-N|LeL?>kEjrsD19I?E2>#P8GUG*GC~nn zh^I2rt}=X*@|(F>f9kQYH_9N_+F?C*d^csx(J}m|8QM`=u@)kdu^9BDiYU&I>glHy zDat_#47pqaf^_JuGVZ|N5G}Lxx$f!3QCempfTk(dOWM){Ex`r6_4Bo>GFYRQWWGmN z8=2v1t;(y-Tb&GyMl~;n%*eCi%j-g#ORSrVzibq8?~*-~y-KNw56KqVl5aYgTRY!3 z_;Ka?frFaaENdwb`M5@o?4A)rT*9q^w^;24CbP8v6hjv0N2zF%>ZhIA-Fv+;sAG0$ zCRZmZuJ>Ef3?jZD!n~*NSR$+UNcnIz_^fYCL21BYoSSnkf@X_-cDK15PE<{plkK3) zGMMtm*rnp`XFK%IK+dyqrwB~#Qo+(#wCp;K9y$`|XqROB0XxJjZk2&#qXT#;wslIG TU<Z+-aPe`Y(9lRINuvA@xFq3N