From b9ebc3bd6660640fcf4a0e0020606d7615a86077 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 15:26:19 -0400 Subject: [PATCH 01/14] Added scraping algorithm from MAL and Jikan.moe APIs for collecting anime data required for app. Modified populate code to populate_mongo_db_scraped and archived old code to work with new scraped json integration --- .gitignore | 5 + {data => archived}/create_db.py | 2 +- {data => archived}/populate_mongo_db.py | 0 backend/configs/backend_config.py | 1 + backend/configs/model_config.yml | 1 + data/anime.db | Bin 1294336 -> 0 bytes data/anime_scrape.py | 188 ++++++++++++++++++++++++ data/populate_mongo_db_scraped.py | 112 ++++++++++++++ pyproject.toml | 1 + uv.lock | 150 +++++++++++++++---- 10 files changed, 429 insertions(+), 31 deletions(-) rename {data => archived}/create_db.py (98%) rename {data => archived}/populate_mongo_db.py (100%) delete mode 100644 data/anime.db create mode 100644 data/anime_scrape.py create mode 100644 data/populate_mongo_db_scraped.py diff --git a/.gitignore b/.gitignore index 47a17f5..7b79637 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,11 @@ # Ignore CSV files *.csv +# Ignore data folder +data/*.bak +data/*.json +data/*.jsonl + # Ignore SSH Keys *.pub group_key diff --git a/data/create_db.py b/archived/create_db.py similarity index 98% rename from data/create_db.py rename to archived/create_db.py index 80d14d3..33bad44 100644 --- a/data/create_db.py +++ b/archived/create_db.py @@ -87,7 +87,7 @@ CREATE INDEX IF NOT EXISTS idx_genre_id ON AnimeGenre(genre_id); ''' -with sqlite3.connect('anime.db') as conn: +with sqlite3.connect('../data/anime.db') as conn: conn.executescript(SCHEMA_SQL) anime_df.to_sql('Anime', conn, if_exists='delete_rows', index=False, method='multi') genres_df.to_sql('Genre', conn, if_exists='delete_rows', index=False, method='multi') diff --git a/data/populate_mongo_db.py b/archived/populate_mongo_db.py similarity index 100% rename from data/populate_mongo_db.py rename to archived/populate_mongo_db.py diff --git a/backend/configs/backend_config.py b/backend/configs/backend_config.py index fb661c2..13aeae6 100644 --- a/backend/configs/backend_config.py +++ b/backend/configs/backend_config.py @@ -38,6 +38,7 @@ class ModelConfig(Config): # Chatbot parameters local_model_id: Optional[str] = None external_model_id: Optional[str] = None + embedding_model_id: Optional[str] = None max_new_tokens: Optional[int] = None temperature: Optional[float] = None top_p: Optional[float] = None diff --git a/backend/configs/model_config.yml b/backend/configs/model_config.yml index 1e40c78..5100a3d 100644 --- a/backend/configs/model_config.yml +++ b/backend/configs/model_config.yml @@ -2,6 +2,7 @@ default: # Chatbot parameters local_model_id: "Qwen/Qwen3-0.6B" external_model_id: "openai/gpt-oss-20b" + embedding_model_id: "sentence-transformers/all-MiniLM-L6-v2" max_new_tokens: 2048 temperature: 0.7 top_p: 0.7 diff --git a/data/anime.db b/data/anime.db deleted file mode 100644 index cdb0050cd2f2c2fb3d583991a01eb3cf6691b2bd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1294336 zcmeF43!LOvRp+Z`GTqb93NHf$$iJIM5}58JM8HhIbkAg7ndzBfx|1OwhJSbcySvg= z_3zYUW_pl?uE{$jAu)nPSU`}sfFKGgpdjlDbzO9MxGJEoEF$hIs61Bp`#b0U|5ZJS zEBkSGKdxK(K-YA2)&1Xl?s@*sx#!M3|4_M^L`!MC8aJcM3+ER4`U=xgR45d-7YcpP zb`-RuOu7Cey|J+`fI&sHn@$rTJk#81?Hy0;H-#qrGqlfvW_g{|!Jqq+F z(4#<)0zC@!DA1!oj{-dk^eFIuivn}~{pUS(ye}=+O3A5m>C_F&Nv)pTP%h2X%GG3_ zei_((Y|qU6p6I~gtM|Mh>i$f0#0&*9yB z=6pIAl}i_EfmiQ2v&8tLBHkO~R@3+Xh7K8TxUBPUMY}}6g~Cg=44ik~d3_rf81?PR_G9ZNn%i4O z?s6%oWf%QAw64X~B)V?q*zWx^$1Zy2r56ufe7et{FxS~%o5z+-Pq4TCi6?9t`&pOT z1~nGbdJ^qDbYx~;lW45h(zQmp5zX&;!Tiw0EVJ*i+dnJbY;Er;2+=w+{cz z(BQ~pN1iu$(cmwQ)CNC4^1-q5#})>^GxFfrcZOa(^nsE8GJ02Wdbm;Cx&5yPZy)~B z$ga_64!&*Z*<)WGIWQcJ{=~?&LmwMi8NPh@`J>+|9vc3=(N7Ql^sX?XA0?&0^1 z{8I5xhdw#-^V|Qd_^q)6BMU?SF!lr6zc_l|@ZXGnefwXG9T|Dz&>xQc<=CqR9~gYo z&|ek*dU)ILZx0HFYXvx9QyF^`pB;gK6>=# zq2Cy}wD{_gZw!8I_#MOF89jIS$A^D)^ksuTIP&|09~hb#x_IP=N8dHJGV->umkk~t zeqij2gN>2zjJK;hKe5?e%$cS4~~vLW$e=%V}@I+p2dsUO4Ki+=u1TX*bFJ8*e-#YWAy}W#`{m~uxM^CtcfB$UzfhY6t z$F=YLUVi(d_P4L#<>l>HEb>x1^U4Y@8}0j*8hQ7|2Vcg^Pi_3jg}l6K;~N_B>l=UD z;_D+DpLi<2t)BVem+A)vV2AlXuk41e!k^nGkolV_PaFvZ~oGa{CxY(JNfz1 zJFn&E`!`;D6)(?j|I+h$`ERHAk^aX9Ki|=|wf?8}Z$Ew1w(pkT{omW4&{`Mn(oF7oHO^__&Fv4@ z_`u-C--@WuZ|~ygAOA^_pAX)ueZBcD)BOC&zj`@855Dfv{QR5t#>KoWeOMoQar=X8 zTjBOIuYVCQ|Nd9CwqMxzre^izch2+k4WAM#+_dp)n%e31YcAzwfBUukEbP7Yd-!?Z z-4p!0_RL*+`O(|-{GV^%t<}H&HTwI1c>O+p4nBq-Gq;uac|-ec@{q3F_`0b7g!UO| z*H>(R`vAW^{mdo&-1B99{SVsrT)D1Pb2T~Md+ zjg9tWd0Bsh*057ExUv1<7GA#gM^EJE4{h9|@t*rz^64LOhbVYO`yKkmzq$Dwetv)Z zmqm(+jW6o^m%mrvxp3pmzv1P1?VnlW-3kgcSu-%?>6Yv z_o$5l{{0VkiDrj4zNS^a;J%ojM_;8KciW~3O!UoQ~ zS}T9=h9u*bw@&c$L4%2+pu5Z@jtH* zeEPp%#?QhlHhx+AF)SV|JgI%pAzog)aqCUId{6u5tGrzII!NF5J?$U6oL??#ziNTs zw%sfl{lhbN=;M!Te@uJuYa73@kC$h(fBXf!9QYkg={fE1yo8q*wa zU&BkKeZOe^x{dp;WW>k(H=E8~XCQpvlYUaOePR0@BH`{cxBU<=KX9w2_{xoUiV^DKn;Hz8O@0#Vecit%t^vsPv7B5}ge*GLT*Pppd6a2yh+P!`6 z+s)5U-1c(5Gj`@aZOO0ymb6U0{acJv_*VP9Pv_ zW9^^TcZW9q_A&hSi?7$`e)nzH^Vazv(0o4LzPrrJQ{Fwr&(RHy`PGe|)U1B6{r3{j z=nq8r!mf=E^0~fqUa5VW|Fjt4Wxue4pWkVJ^e8WnXun&_|IfdT3h&##@vGvkAu&qd zBipYQZ~tlgtD4rIwf{sk{@(WcpTx_rv|slKUcS_R({;RDz441Luu-Nve`vLT zRQkJd=D`JCjnk_{c)>8^u2^ewMiW7mGh#d~@+N#a9+Liml>e@w(zQ#ht}ViV+{`{nw*F zj{-dk^eE7yK#u}F3iK$@qd<=WJqq+F(4)Y=8VZa&YHQ(wUFmuwI+UJBMjyGgFut!` zulTQnkJwsx-2Sv)PwQjnZY?}{=0sd;M*HG=DH$qmEu6nEZPlwub9i)X;fZst##&Nq zBc^u<`^9>*J|b3@?al-oLOv^(;ARkp}+W__}O=5@ms~O7r$2ga`8*{ z#=n{!?JcB7fgS~V6zEZ)M}Zy%dKBnUphtlo1$q?dQJ_bGf87-5`@Z`qW$63fdniQc zo4SiSgubWWP8CGoQ*J5o^U3W~TOhzd@j(hR`gRuos`w770DiXkVDWd0pZwQNncnJp z6zEZ)M}Zy%dKBnUphtlo1$q?dQJ_bG9tC<7_?JR~zGn`dv$bza;T5-TJ4Z)nCI-*h z(zj)3>-KHW;L5ASd(0DX|P^b1x@A;CoRAzQ3)o9 zmXbs~05h-)q9Z*-SeABUf4s=Hl$(u~i0*tF>FH3FRnzgKYTOgU4SZ{zyDoc~4G8cwG4K|25!=KELIi2J^(X*~iHo7jR)wN1;Dyk=}f=(ih zl`<^5kTg#wd~ykjvH(aH$T)TTIsN^G#|_+Dov)XdTeazE?aiMVdfrXf#SI^i+fS-% zNh#3^v~P4raeBqkQ=andOLts)Y5xCcA%(BjA&1EUt1V4M^Lz)YH`3Zp*3YiSa8`Y> zTuB;@=tQ|vVGm5UDlxrXPR6uP5!qlW9+x(>C&+cWwx)kWSLZp_hB!1LHoFWvFP58S zwo7}l)T(h6PF$}g#vV5(^wzVQcxtK(2{F2b2 zr&ViI(^d4e@3+Tv#_9U9L6guw%1bX3HV^ETT|}=9=~Ou&h~FX&r8Z z{o%EsSYeXtn(0174w*bH7DCNb*C43)RFhk4EzkvMD%!;=rDJyJ-EuvumK$-_w+Bu; zk+Pc-zSL+rnbs$rLr_qd0EwC_@nwW@O$(I;s+D5&Qru|pKURU-W6N6AD%^r$NTUVg z(iq9%;SklimOp4_$ay+t8!ow7hTf;8Io1#oWROi;kR}(UD~u-cYIQJx73`vZR@uF!j%JeAK0CqTu9fWUCBbaw$r3{Ha$^JrlXJF z`vVt!;}bKO7bL(<1!82sxZK0P4Otwfpa&Skh3$6Z)v8rmi>vE!R&p|91bfa@w4dFE zUqpJo4gs4oOWG*7ibRhMCJY;xW7VZFIxs-+p%m*Ft> zcs8!XFxdMV3@j0^MJW>AjBBg1wXG5+gRds1)+%Xk`$iO`XOX`L{*|81$k}L_qAW$Y5o-yPYNqu}s4M7xRu7*^Cm46g zd#XTdjbtn*wud#><%!^}piR)uX39+}oGp9<-Dj{JLS373oQmew%97@564vEAC9d34 zQk$zC9kE`lpv|E<;=QMgz%|y;Z4pw#EY@1}2F_HeEMbr_M>C_Z;>CK(e#}%B;%GOD zP?jaPdQ6*3#L6eiIAaz5$wHguWfw}DIEpM7P{?hDbdskva0(_A zSXwS>tAfBvQ!`8j-Bg;oy}z%&@YI2OlWr-T9)E>-|GVp4T4&P5t9Trhg?dEP)@9J2 zdFgX5+X3%j+~hGK8DeS3FV*10(`T3CN_>h1Es42Uj^0DLF0p1!(goVpGv-*vppi7O zopPER2sNDJb{U@8gFCZgCLWfrA=Hg@v7DHENY63Ka*L<4%heXG*bwhhy|o;*8dCW1 z13wjAI?WsV(qnCG01!}kx#5y>-%nio2JdDuxD}2Y@Z2_ysUT`#?lAVldu!4 z&P31ɾ`Y>gR8Bw6%W6rmW`pBzZ*!fNb~e8>-UZ>-cZ-FYK=zcaUmgq!!uOD(ay z#ZYBzj3gNIgP$OEydz3WB~)%1wsnb)j!P}=k6Y2vWG$(*qWSWPdaHqoKX9FIt4Vhp zEtJ!ww#*nvH0|z^3Vy@xw7y)HZnA}xkgrN=N^l{Sd#^>DOzXBh_5*(x5tHmz(z;Dk zMvx`v+jzEu!ej=G2W^o4U_@X>d7w4zvuR?Z86TEaH7y@U_40|h!dnuhSZcr|UT#{s z)`IrTCz#!Av#Tv;vxql|AY{I_89w&_yKihg>_;`U^7JC2nDA1$8|1t$`IsefLZ|^++a9rnV(di4mAwTwSX6fuH zdxlGeAR^EH=jhtg*w586vcFKqwxPr@0rKlmyR~SwCS8nSmC-!7-fAtBUF#f1wN1_w zH=^D4rl4zQn$T~Zr!!A_jIP-bdRMMeu#5a=(X~d`pZ3xM6=S|XUA0d)a0$vw z_>&$pHig}?`SMyZ``GOMo>Oz9s=L>am$3JA*%p1|%^2<+_xf&=*c64=4ioz+M67tSB}k>|~d)=7PO{38axTwR}v z4koqJDJC_k2`AL<>w;WHZs7>G2yS4=dLp!v(Xg&;t8s_c1aPtjXj#GT@eyJG7^M^o z2b2@W2MhsY0DbsmY_pFWj1@u_ysm77l`{JX9AyqSE8`0|H32-V$)S;uG?GN17Bgv7 z70P4H@!Sc|uy2h>%dvGZ4dXN{p2EGU$c_J6Jpq^1CO}2_hCf&3lr9U?W0s;DQ3>8H z^c5y1Ld*9_z!D@1Sa?Hazb)Kr|f~6*<>TOKwtq7i05{u zpa_$g4~^l|)8zLvmx|Ot2bWI$(DvweK>=B_P4!A^{f)bQ6 z3n+~IseIC)5(Jy#Ee)Um1+lP&=)HwRKLy?S9I9PVgt=~-SJg29J;)KCFyEZnLA;U0~jQOUIwaY3^R-eOJc&xtbVlxa4eZeL)<4a8dy z66k25KT$VUCMdRieCGBLj+=_m(3mI-6cIs4TK9d=rwGz0bU@2B31t{#8VivSJZ53A zlQbhbQ*o3rm#|J|D(uqXIVNOs>L0YQk`LNzhoG+QB+klrFdcyzkRDpgk;cqMNp&Hv zuWF%jbQ4auIs1kUfD|yI2WSWl45Z#~hip~*Sx!KlF94%{>(LuOn$Apb5(Nci=!5xdxL=^j>_cu#uzxM_P;4m)PFS=I3lk0o zLI7MMepoUSF7eEt1eamArN@ELq@18V)~KRvi=@LrIlc){CRj#fWlIvir+?nmk^x0h zl!AEmiR01kOU@WXX6%^`4GG*ld2_MAyUF_Q}9 zr0r}y$&$i#R3N%l`cnWzJW>u#n3Q}Lj~5>s7(vvHEluiVgKcRxy!}-;vn3)b-3VAm2zLk}!-T;0dWvT} z@}C~W`O=;eilZEycyj(h&eFWkBN@%@GIfd>}nlT$0Tw6cCWnZ97? zd2&AwxSZRPG4e@07<={_cZ|CdT0}TuD+RG=u}gv=C1kkKYhdw^&SDo9U2nO3oxq`x z4b2c683jw5fVxzSGNf87WReit3?fJG$aHuJvy3;{xDeJvcnvS~?>kB<@}mEwy-i)h z9lRwx8%bkx-OvPyo2bW2cxtF}*C+mA#HK8XC|&r8cfy5Qsz%kak$Ucwz(Eok7$)F! z@Pvh@brvMxSn)920?7$u)rn?KV~mG{Qvj=F*U^x0Ao|OZTl1puh6V6ra8=6SvtS_$ zsZ!VS7#7!YpU9tqlp;0_CW$U|i-PJE4b1D)}tx6-ZTR_HO-9Y&W9Vzw9N-C-(ZLZP`4_?e6 zU9+$N{yCyYk*DLI*wBOEu4#0{(v@Y|0{li&>JWi=NE`{y7nmsDrxIUY7RqW^sbyms zOeS57ZX_X($|iL)$pobs5NiqGUs=or;B2u2A6X;61?JCs5gzdefFzcGfiZ*s-Q{GS zz*WaVj3~0;?+4@4EoO0j3W8fkQv;(ac|a6E;uXf$Y77zPF%m5ZWri2b!1v0;MtL7o zL*}ER{pB*mWPF7)XgO7q!scV?7d9nD{Rz@X#*~N#+-940Mh8&24&SpClMCr7*r;rVy8T1jwDA5H}f7 z#A}vT!4Wf$wlsC?qn|*b(!gEo*Mk~0p~3igbPYvDwdo5~MzQu54{)s}z&6P;qzKVo zw1D*59)f0Q#kwKbJ~RQ@CNm3}1S5(9olM^m3n3C14RWYR1wpD29s9xn_E^F<%0HC0 zhYpf<8%D<5ctV7P-iRpcM9ol3r4i9?^DD?fOo0xm-H<60b7|df{!I}nXF=*y?4ITao?pV_&Oe#%@h{Yx~TENyNA_%WtNu4b)A74?v$W#$=Ze* zomQ=-3@i&&6%C7%_iroXO$)=V42F0EO3G7S!u=KG;j=>SOo1~M&$~-KE%sjGu$NX;rS;mD2s1$a8@lG^4&nEO$e1cCV}?TO>m(lJ=s+(G zVi^u3-06Y?W4YnZ7MbMpxmFDW0&T6pz;@rsZPf=@JA!z!J5E8uiI7a5y8Wi_=`TEM z;J#ZaJ;}p6O?Sy$U<|%})+|AJc|AIY0}XfWLH(R2 zQji!@l?8MM$;?}rK|z54*ysT8qQp`#Qk6Kf)QBk-hj08Do()-zR zl`A$gVY5}-K4UT&mTy@wQ}C)aT2u6o98p7L(-7n-bVf=Ilf!hiAo=&$2ukFFT~-)^ zQ^23_UK7&bVMX%OeU-r_zNmwsL)ZXxsu+BNY6&*9uA0gOUoe{_32($wu{0`6HB}k?0-+9P z%4(jVPDZ*021*G>V4s}hGDqJ-N$msA4i;xKzF!hH>`tyYz)=v&6MJ{3+uEBb8@4fa9w7~{6U5+_%yVI{e&|^Wsb}yrG9XqXbGe8 z8!-U-VH3~jIb^W-(4mP4*t1X}|9^L3xV`_ks=+;79{rfmEp;%hye!4ObuKO3b6@$z;i} z3f@sR4ie?X%rK2AS_85h~gPftPudOX4R*E5$Zf21hfX=9z zU%Y_s#WcCku|Rc|Wp)!m_@QT~S};r{Ki zMUC0hfJDt|b)0)Xh;eS>`I*xx9$@FDELCEscz6eZNyUp0!>d0J#%aAJz@@xSn8ZHv zz*QnbaxUqOc%L~G8q!ysg~3vaWCTeN3S#$y^sa)Rh!wjyr~u>oIng_D1z4Qpqgsa5d(<|&b(Gjxr_<7sG9*6EzYWtR?<=x zyO1x&=e+9H<2(8b`vzW_%*A5Ja`Xaf_9?;itR&u8opWZD>G9QDp7f#TfAzRh{j8qI zu0-6(^g(V|IVd}m%qVG4KE$vjp~Vgg(NwviI$#AlUb5(3i}1OVItRjfEE%wZ*vYXM zqR^?BrG7#_Q`OE_WVn&#$nv^;5y0z&GYupm7U-*I=x7^ix1u~QR6ycIQf<5zwYVa% z(3my&y&{rgvn&s6a>+RC!J>+i86x1*ng!#`q0x2DPXeD8dSwie%RA3xntU8b4cTKL z)*T`gBs)_98X5`Y+=C7sXg%6E(`X%Rj)bgo*?cfvTx_W}MR<1>>AEMV;e({xCk0cf z=0{WDprHU4)p2~cJU^*8q@1p{D8wSsk)RWU41l&8w#8I!BM=bVTB}m00L(#eqbMJF zsF@-HKnG?yX4VcVJlPD)tRe?fv3c~~`5;4Qdb$&%n6X1W2cdUzdKn2D3GX^7wGXQL zXB)Dr+Z$ni;qu~+MQ#M==!lUO?FRE|X&_7%#>D}36idht_iCstCw2QvpV42qY~a4# z`;-aE;*B{pT4g%AvpY`~s_&n91%+tkG7+jDPzZKX5d%6ORjn*rx{M;XIHklD<*L5p zT5_VSv{FV`0*c}#WT@LZL6r=rAwr#`4^~N1q0}o_7<>SsGc^GTEqBC1iEqe^FCae3 z8F8K?wSksE!cjXq1#q(1 zvP=yBFe`tBMun`(DcPx4*;FV&%2alvdtcn@=VxUd4J|1E$Jdf{%L)lx$a2A!aKrst z5<}@+NkrnFR7=P#Aq?{pJ+rZs(yT0GHolPw%yMLv#KS?nDyr+tlFH762_fS;TqS@M zY|T<(ons*#zlm)n{f^~?Xt*=VMWXdZlZm4oz5x!HbS9z7X@gLB4qHuDGv@B;| z1W06&Jhh~ofEjJwRCLrz7Br3@t;=%HYiNN~C&nd)URQ*6K%la`j2^3vm6ynhbfkk( zc4TC+GstkHj_YXGgVQ1q#0?=fPGTDhW#J-RR!{v&%=lP<`z2Xg(xx5MI|klPjc)yH z;he%w&i@y7Zr`$P?7I(bZae=#f8of$-N|0r+gUVxMcIe);<%Y4c0kC}vAA5CzTiX8 z|8x8TciL241XV?{j9B=ORB5y%hIpr_Ayw(ru|7J|NYZf`;xwZ<{@#LJ=csaa>~I!+ zgL`Hwc!C5NqDA~NkpW}NoYcb&G*hyBrCh@DpeuysYr`Rd;91-tCf*GK1&1Pg9LqqL z=ro4J!<~3`1k{-F9>H2Dc~g9%@}jcURA$2HIxucJN*s=e;Q`qQphkYW)mg0}*8w>N zS$E43Cam;2M@sEUcG!;4!6rZyK;1T>-$kMo%dmq<`ja6?@&ObtmE=+ya|66{@(*Kh zv0(oE0HiAu)7>h_gH3UD0~Eo{mtWVS?!!;&yUct7*fLF7C3*2)mY zVpdInAF84NU$Dc-fuTKZtrj28{_bVD_erO~EjJyNFLu`@v+07oxH$^>bauQHSM!=B z^N7tAyY$lMT#-c(*Ln*HxOq2%(5h3#KI`$1xo1_ho_X-pEGZiw0)2R0=gcs_7%nA{ zyUIZ)=Fsg8dIlVkGB;-#EpKn)PZJu8-*L~Bf)ig%So*WPhRHxg_`(Y*W%rar{&C?O zxS#s?9<1gHh!2=ThzIoUvb3|+ezFoX@;F>N94p)2vLZD5B308?>YU4!9S2pf1M>j7 zmr-?65)HuH6E-UqNODMnP92~RvTmF%$3syyQLTh`U?s$y3Tdu{8Vh|Q(-Q8GoIQP` zayZ)urRBCt@bdX}%|fa!J9^@Kt0E6%T?C_!wN(o>oq|(Te;gp2K*9ahs6F@pA zuoPKS^Lg!aM%duXP%S7I+6ujJO32dfrWA^dd`-Um)NS?I{=&h5d(WH2Rh6@{PiFJb zx{}H?NH+b8R>165oPf~IFNg}bU9c+Z-?*%r(+(n}Jj4;1M^cnq*L!ET&3P6hWAIuhQvu z#AYhmbIO#WIT_52DsG}>+QLGDi9J}$>7Y)3y{aFVmp=i;j54rww4cW-qktA(&c0Im&@|j7ldJs+ z;@ROBaV!k&nc^@ZZ9Vdg{Fp0gWwPvqdsfc5;~t{;FFZ>=La3xM-^ls%y1eUTK2xPUzN(7oq=MP0{j5~QX_2UQ~Z%JQwRqJLmF<#n5ZGhzGYVwRiatLm6wI3Z4 zFmQ;Fp6(EPi7!t|Gr%W8qKJP0)s)uLbi|g~%wxkyEvP$t^s8>~-``)jYT(|3XFKm# zMSE!ov$WKjj*6Dgp8H4K?=GRe1{V-SaKCcWA-@SFU=_i}HYEVbMXOqp0TKX+658yT zD}#$5C=zv-s0-|rZ)*qYp-*BEj+Rwc_ z2#xP*C_tvv^Grj?uiMyRw!)qio^ou65H|DnIw1n<4vkh&R-9oZk>E9_pyt9Tj4!=x z0RLNA7Q!}r)0)2c(p3RZ(vR6aP{Ro9`YyeDA%fl#ikP z5l0b`LP5f=q){ay(omBzEm{^slv+s^SLM>q0~o6h4lJc`6*sdX*Ew)Gq7VWxwgo(q z+T&0vsE8WX3=MRO(ljKD+d@{^xcpoj_;JI)CI#-4x^o;5$WE$<@9x6r$CIlqROWGk zN!oftv}_NpPOWKWq42qdie99L5~wwJJVA>do1AJ`1_3cEG5nh^b^_R(SEZiu8?A=Qwm=oOqKd*M zJ*Q4|D0j||{(1htZ?-V_hugl!OYgsb4h8Ob;>HdAg(nZ(|Cp<(%!aLY!PV0js6O}2 zpVYWm^)_J5)(r2tSk~C)RxhPN8liGO2dzu#NS-OGP=r7#L}NcKAM~FU9Ad0 zaGeHM&gDUxWy(U8JQ5&DMghWHnQ2NFZbUm<+@Cqa6J4`b;4z0g;arWuF6$5lvqCG7 zD>fzU$AnusTdQ8+XbKx7QHbi@kngaUFEQ*yEc(qgfd-)ME8?X-leO~aDeL1dPL4t>Ef7=_ z@80&cYj#2t3<`BMr~UP~#v4Uyr)ZJm?2rv?N>s*3Xpy7Os=uyXNE=3ugl_(@agNfo z&Qa>OXgWa67VRzN_-4uJ)FzLq;NRRIQq05z*2KhGd4XWpDG^}vj4bSKHSB}{*lZ)P zux2UzoFY~F;ufrzUhrGAr{e0?noKeDI&Rqjnq}FiW>lKgsc-Bu`{gE7QaVSHfG)Nv z0v;ueD{a7-5M7}z++g5{d6J4%iQz>i(NJ&;2C>N!fKokcKFbge0}~ zSTaP2$Dret=&^w{dFRkB&YYK{nbJ_oN~<~p1x+0C`;$#0Q3JN2gG5hYb5TE?RKBkVnOTV>-|f8mJ(_g--< zR;}R2Ka#;3{`*`^=7QZc4aKS^ff>jup0%TjJY@4!E*)^`?28jKHLq=)+{eLy9Eml( zlXC^Y9AK@Sba9cWiYNon)`+&4sD_u__X2HPBsf-it$N)vJO;Q1Y>o*mdhiL8P%bA{ z$!$GhjG|-JOiV?G)i}ae$=IM8`Xj_MI5>R8w5q{=Iya@*z!@KPrdW$9IRBW{Ux732 zJy!=pm8B-^#Bvx9HZeJ60BhIPGnItTgo5SFo_A4&x5U+D#-8UZ6b$J5yyr}@V}!e5m4 z6UhX%=op(mzu7VK4{O3UrQmR@DMmPCk!Lj2Mzn^Xh4>o(3RkzbwQvTyhcvKrl9i!$ zI?$O3vK
71fMB$m~XRov|;0<%OLbjS!{#AAw{wF3U84CB-*pR_TnV?#eWnw4z; z{lI-`Iz7IPLXAJaWiMv+Ag8YBVhf=%binqc(yBIe{-sQyj}j31!8xq*pQiv<1Vo(J z0MSEXS{*;4%(hr>4l1x=A7#nr#mOE2MTT{g+~TfUIH#;dZPnIkO9?zJJGzJ#Mm5zN z<8CsoM;oaP*pU>9m81wFlFI_3V;(LjmvS`hH3QHlkfq8q7T{^&KjfsGjg5l7o-NBp z3XWIzN+5P$G>6r~J%2Y6=JTL_7IK z1@Km4AvGilu@>u=Nj$35b9_vxQ3 zClyOOTMpiWa!VYd2x%{E$HcMQUb7~;vZtkNJ-OvnR|kU~913FY%2G(ONNX7Ok}<#b zT?h%>fw@pl$#{S%N@O_mv!?yP;29pKnIkc(vlrbZT;4tzw(QpNl6a#ppRc3}?d8%k z47-X>0(3*H_qx-89N0<4F5fEfiu~Bn6oE=PCL{OQ*W&#VgbU@lGMlo#f+Sc`511G1 z6m$|(cDYiH5sKNd=x(U zmYc>Pk|mDAc;>us(n-czFd;jK--|XwT5N5!9fd$ax2aN&kBHn77@}ZuQ_v2ZuH)3q z#SV#3Bod-X*i@bxyXbYC$~wbaHU?Y|FJiYfoP5`=pgg9$#MUMuL@DbdW?`AONMxt6 zBhW34QZq|+?h-F6sYht!`1GKu(L?9);SMQFJaKR<)3ebgdxC9#|5CsRCGA`;U zS-55n9^eCfjpnQ5L7)l^2s!&gqLHKjtk_CbK|lf*W!iL;_2}}~S(PCnB1EU*J8+q5 ziGVK5BJ(&w0ZtFEUgJq#9z?GllwL`?A092O6Y}v%6U_m{Wx6C5`~j7* zXKRxZDf)(>j#co8e~7>U_o)BhIa@wl7=F>fYqyQ_kKTVh3jDu7ftyS3_}>1)^9OEk z9ai0YRk}Zex%Y+xsB_+UP01WUE!#XkmJU#0*d2)py2tlO6SeBby1eTklTpt z!?WBXpp+9uG^-Bo99}1hoKEUehlB$CY?`vbS#e0P9Qr)VqdJb5URq2~m^h0f6VXNZ zkDSV8LggAt*xK0`@~)2y&?#}>g0%CogtPM(OY4S}gdszl7uojiRzUJ2@*d_E#`(1l z)`>2RU_OqlsG~Z{>DZs`{p=7PDGf}z2&%a|u^##O$hF6K%o~iISIg zEvoYwyK+k3?i3D$QySJd4_AJ(%QzfXd>qHN<%|tFK4T*%{45 zbIK}fk7up_bu>vS9+2iUr=wp{)3N;rw8sl|9MbjZvMa8*LP`vmIrwp23@=q?)#ZkaUkO#DisVFe zah)B$2wtUo-Fb`rvnZiY>w^*li-bEwHjLi0{K40SzXfCxwB}v*BQ{fGbT?9gff{OU zDUX%OA%~r=^kD(gdSfUkM$?eDB#w}FF|(MFMq$@vIC{_AR;U0%CdAhHq!gI5 zETuFJl!FL)7pg4r>r`~(0?n+%rAk#KKu^f-X%#4K6#z4u&hqe>+!}$YFi+L)Q5@L4 zEMmK>sgqDG=*%iiMTqV^ipVOLVd$I2wjD&9u~ZmtmagMWdpDS|nGJoS5m&qyhe?+B zE@O>~mdvuG2QoOzbqRD}iJ`bM9Ft&v-j)!0NwJ~^rtTPj+v)zo?7)2uB>~}H?AlC) zEGvmrtj8|$8mD1>_%>(E)~ zD9;xJD}&0LreSmi)2K7=Rje40yfJgO2(oKnf+u0jMwc~i?J%l{Y+%1sY$~|Z-WZyo zrp^_E#Z>+#9%E3uC}SR~=KFLOvf%WosfjVonnrOBYwg%QjtkXy&cuAnEaP zO+|+XiRqa-bXPC@$ttHoRFe&ba8ht2U?XN1(EA-gX?zPMj;jK@^R{|?so35RbcmG$ zy;S9s!&npa#Nu>YxuTv15D9#FhmK!1kPvWv=XDD;AylXc6c^$SPy`!@5DxKm&asAU zfHRMCbxtDFjGhzA+H|rvGO;>N;uK@cCA7>`xR8Tzkojm(kiD3xPy4 zg68EAu*LsDPQ?K@WU5M$D(;|U6{QhVn*BB63PnIZM7-h%;cD2sUG6v{a=|<=${$69+aQi2H=vYGOjFJf@le~}v*UoYX39;J+0!GOr;%Tg1LS-NvhWx_Q z`W$Z2ax8nNQ>jz8pS$sXu4cMm;NF+-!jVu95e}aFWlY|%rltG%O0h-8bYxkZrU0SFpZlya^&IJ6lLJG(pj+`XjaSQe*Tz%h%Uw08?>?N0kW%>S9L7 zFQ|?{=Xw#|HIOs!lFaqeHKN`x06ecZiRrep# zbt3&fU21s1LKMKyC92}g?a`kgC~CK9NV>P)ks)+YUVm5Q4`3^20IpEp3q8WJOx-rQ z#*0iR+uL1IT(_=0s8H#|e16^+C)j7{IrHw6sUo#69g?4333b&*J(-sPD=NaUd7Xv5 zE~HG!Pt_5yRcN$Zi!M?=N_N{dDF}dWZ&4$EB8w(pSSeo&AzC+DF~X*nRhSju1Ww&@ z6iC)d`B(@b&Rrwp%Ka`fxvKHf2AeD7r;u2UV$!(e*$u5yG~}b!6V~)E3cSu-Y)c?M zZ7QvR-p+*(IGE$Bqhp3bD9uGkp?qZ4cEBS|*iy(w_fF=8grPHn-D<$ox#mhfH|Y;H zT7eW8k3B_`KM5*J|IA?g`JJ?zMpkHQN9=IF==-M{SF8`RmldPqQfY6fH^9uRfK&?w z8&7G===F7(e9Grm-7qX|wGOTmn1%ds3yD;vBZqD3*8Yw64fGc-AGqr{0cG4+Z_=7^ zo{!DOr^?mo$U0iTX9llCz76h~uAB(Ins9keJ?vDS9}$Q44d2r0cchUB)<}MdCk*TF z)U#(vHq2$YVrd=4ASf$si(D+?k*r&9*iY-CZ|3+!tDpntY?gl!3J+7m(e{@N z=;2~c#fwT{Di*>Iwsk-_h-s&BWuHZT9}s$_^)>Z0D^6!*5)I!6Y&&!1)Wo5W8z1Rz8Q=yX_ywUpfPL!IJdggB4oYoX&djkMAd!wT!t zB)+z2Ke4RuQzK&%PFVx0!zy&mTW4;@^Ku-~n)sKUxRyzEju+DR3 z#ExXwu$)xmi%^|-jPt8Zf{=Hm%qbXfA|;P~CY&MhZY5rF!z0;m*>?CPZZJ6+Oc+N% zk2N3gsv))I5&>;!H9fRia;>scIwM@A+)!y8j)A&R=v8kzl;pElM{})T?+f}8b`TzE zcu2mZ@E__o>pEgbtabW?z}c#?;d^3grbygx(3AlO3ga=OGSY0Osa&JKm6IzQU^fMr zK~(5WCKwIRvTPeL;dxlBb>d6diAs$u)_}Q8*%RdAu=pnP84G$t?@&Ib*bjb?h#R6{ zd3M#9__~?3MeUjL;u{KB*}O^PP43nqU{{k=wgSsw7bWmu*BFu&_0TV&KC{Rq--$(~ z=yRKvYj0+v<=GXdTC4TTF&xScfC2>j?ZJM%pH405DLA6?C!AT0Go{Y_h62inWTGWQ zy1!4uSEp`8R3F!0c+tRJsZRP_VoJu&b3`w?Ht*ukC4E%rAIG3KUOXMecDQMt+3lxC zxh_zkbpE(xlIMn_n}o77Il&q*Biis_D%Ir#oYb=K5<;<=AInEz!at-mEmdM`$4v`r zTb>@YR_TE*HuCYYAV5JKhFl){a^Z=KeAKASD@Tomh_=P-O)gTjU z5E0^RvD(#4F7vi7b3`qER)p13pD0bFtsrJFtTVP21i)q#1K{F?zW$=W7$Z#53x1?U zB&j@6A%Hp)!7oHzri9@;djcZw`6&G=moO_tlNR8uv-aBK|H5Mn+jbQmJ95dEmu&xx z$JRIR-uTvw)$!-{=gr69Pj)Cn%rH~2BDF)*2X{rUWwYV{h)hYe8lFztNQJn`nkJ#w`Gk+{xr7AVE z_*UqlQ-vXkBT2=dV9=%%n9~m}u8VTX-=B>faR$|%!l+%{0+p1!uMHq*k3aTy^OhjucodZ!-yMzZlVAKfoV&S5V z&Ddhoyh(H>`mBhkNZXMII#v{@C!!zCdz-rD#T(y#ZhxUMaOa-6CU+n;uH1)4-WeUC zlF%kMtGFLII;6tC$>?fT#*q76=QM6TosM2%?6}`A%fi~APGqEM!~j}Mw2jzozF^w4 zm(F#zq9dy+X74KVmyfSj4iVA2twQGrF@d_)8l}~u|2;=t(aCNzc`uxKlI&#!!C(-5 z$}$`{Z~%9kMyMQglqNv$Wc9pVZ6d6r7x`XgHC0bfkG_lr5lQZPKyl7tpS2fuWRDwf zY~rD{oVHsf*w_i(re)!NfW3|QIlw5k6&Axd^<-H$F~Ac@O&w+gId`W}=eulp(}!{e z1B=bZ>r7562Z0l=9?~&^V~vn@pRtyj=V&0Fx@C(An56C#(1kau(glmo%jXn1EBS`a z#2Kf;kcq-(RynB7We!T)w4g;dn;i7g0b+fyPgT$TPuT@3Va$!K%n7pe1Zssm2Pswa ztEs#ah(O*8V}mAz18`Mrzr8X-0)w|q7%PQjfGL407c2-MUr5%~)P&Fr^4V=b#0BSW ze6y*p0e4qbCS4kj_Nawgt=y_A|Ej{1*FM;}VTSP)RCvNaQ_7(OvnT}P@&qYA%>>Vm z(>B^q=k+dw^a0+5S(rVBAd(^DzdtU4in(UH{8`x zs9C2EH!|(O5TvoMQ%k}PDRrMF&6)W|I#`K`ye0I>g(82uz8!VS4oDvH&MT)AKFav=asev2%hQ z00o3Jn*XLGyC24s^0o{iTGQ(md^@lq=Fwj^(pQYCEM{Ltb015A`Rvf2`Vf8SIp5Qe6I=_#O zZ4<+oy$;lquCjYbECU)?&ghqEQr%k`-iP6uQ@74-e1`~NeBkb_*Xu&8!{DV;)8iko zG%M|88q)Ntl&O|aQ^rf!gEVya4ccLSM*WCWcG}WRzqEoEfH6r;AHdCTXHu&&{ndhf z(=K+!7$1UjWNq;s`40aALX;^26|-533(e1f2o@cNk-K2SuA-kzXXtTqbdZdB(Hwes z=U0nYTHqu$7V@xpbsdfrE^?zHSnZc2OF}y-l}J3d-~wVkyI4(q6)Ej7O{u$gs2o!_ zcqO~!WLx)wjIf)cU~6z-G~fw3&ZXsAl2Yo(07FcMJY#t>er_YkvdHT+%*c|_)<7pFfZur3@jkRGCFLB{N``Z7%+8|wdtNXu)1C^;GV zcUYlU0~5Eqk;)%ox2}MXkPiS=T2$*)^Rk2dm~FMSGCW_VbCmWPx+)lCiaM1|j8FLh zCj*!>IJdS3Wo(vDBDz>6H&PYPXaWK~us3CvVwg*UVbmoRW z2gQdxC@4=Y(N+V)v`az{i+Gm>6sz@=;nSiei^FG;L}Z1TrjhwLUS!r)P2aWH0yol| z0Eimlo`@K3i~Plv{NtGZN`x?M^~NIj~6%5cgQDAfKW*lh&xS; zKyIeiC|w{_a5%~mR3Ol&)PK)Ni~EdE7;p@pCS5Pi6QATAPo_vX zA*H-ARg2^$5|?tV6rdk5B^@TJ%dwUdL3E~>Xxzng zS@)Jn6=jBv&DITSI*l^VTw!i%70tJSp@fwNf*A4bAT-ksCSB82>`bL_#=**$;eYTM zv^o0U>;Jb-6-EyY9qxZK|LFbKqd<=W{|E(cU2DJlhg1!I_oHU=-eB{@Tx7TK&(U3% zXN9*DkF&sUt^*}WZ&<71kjunwlvIkX)QB7~TrCfv=2{@h>(OpB=Bu0M~!I4h}PgUIrEVrGwW|JPgZEc_q$_kCR%6e=}_ z9pj2B=|JmGUFIoxAU;oec?o9Eni(-oyL*%N5qNL7tQ8zsyPDR@1KlTMsLqjG{49Z> zNy|FUzlBB2ug_8m1N$ovgDwr~{G3GSOz6*vQV$=Tq(GH=iiRq~w0S~wS8r)I>3 z=B((19bG0C7gJaPC1xkPX6PZC6A(wQN6;Y(ZSW?p)3%;)JRYBv(8ye4e?B)Q-xM zcx}J?`Td0h1NZdJM7!A#MdWjih3Q1XF?@k#9eSURj$5Y{Z7~JHxDQF0vUe~i3iN_E z!3VR*6OLsYSr}#;`GBXLjfpYJCkaZ+IO2A5n)kG_h)(`nb^{-xH>vZC6y|NJSK)&& zX21vJZKo9FWQQrW(hfGFSU0fJ#Efc)Eqe5)Q^Q1Av+9Jvyl}~Um%Kza#Bh#*C}-3) zBu~^kj*2RPgU}nd zTG66!VAecXIU(qX7^tf&krAwbBkJq6T!lREyq3gxO|df}wb3=Cva^VR9pQlxiwH*P zHglp}O{xmZSP8wc=sgXy%ZXcl_&qP;BF|ltNaleWtPJcpH3fC%Q>%JHJ9F?1vgiB@ zq=xK^^L6PxtL|{3m_suW$us;*QIwRPAWdK^n(*pi0*lpGbup&a%!~3 zMso*>oO(8$=h^b9srK8wEiMR`F|%0f6eLoFd&{JEGxjj)6~Bw5x2(6{eNc_%?z-#{ z82jWdtzAKuvSBC*J-G# zTCxs~cfC-snAKW09QxFAs0l-x-(y@)RG1blw)V!3$g6e%Rm0o-ZmVPF`EBX!9UB!_ zTvIQ!)S$qT*s!^I#1GMcAyloPf(^##Tx^44*Hz18=d{j@#i71Tyd7Y7)zn$QQF1Oh zIyCE8qT6(^=0&n^EO_yph)X*D7%p$R*)!obQf(*qD zQ@32we)l!~g)0Z{9N*0SnFZ${sy9^(`7AM16No`_NHK5z5ZgzIx~d-nk9WyMcO?c0 zGYy0%v*}^BX+46_9OMM+rmq-j}UXO9E9|$qTYN zT|f=|FQ6j`0x~4a?dnkXJO*Xu&K_XANduhZ%?vb|jwJyc)^Q%;8|Vx59#9-@6@UR? zR7HtZr|@@br|fVl6Mi@?V2cd5`Dk9M1PDi0@g1xJRNmBa`K64OpT%N<1`E-vV3KDE zOre65$Xg;LmZ31uri3;PXa4ctNR%WbFJ02LDS0xKZ)x(jGKq)eG50-rF5}uR>TgOS zs4+MXvV^ZV3D0C&ZE>PKDkq5>C`Rhih8c(F$w&b+ zo^}D)B_ZD7=aB!uvatQo)*l-E#lg=NuKY(rpNGDE>vP+mdy2Ztyz+qB1d*NKm=PFp zwMLD4C=9h0q@M8io++6cP*&O?Lgpem>`J)kN&piaG7AdYj9$=Uz!sYc2AFV35WP~$ zfF;Bqu;cT~FZEbZ<8f1L?zc#j3!+=i8QM$$`ayBdIF-i z%;~l;J*(M7tgXVBG%9EvE&vPe5|@l)QM)B*P55i0tU-9ABhstgbAYFG{S#coADpDC(N!*Q2=S&V>DshELB(cMIjz{u59o?<* zX~-Y$Igu9>950ua0DNLQry6d|-I@9A_Y^ghAl})X_my z+iMZhLDTGSc7cqNV)mH4TFOm+SHGnNyeo5+#MW70t_FtwUCfwW>T0n9RKXV}D3zG% zk)1Xu*77|(g}{72e{29z!1rAJo*h4sn1%T%r{L{gIf94#<{ZnTm@w|KB@E4@)ZRB_ z6RCvK_08nBX!XFjU8NvMI$pEMCb}42+}){&aeWoOj{Tu)EJ{4|WRR5*G;N6#Er=cw z9E!1&EMdOT`kWBih4v?r!mtRnIe@GEGMYslO3^ROLxF+j%}4bB&?L1+U-D}KSVo{N zl0inmO_h+LtizQD*6<`_FsV42SZa~ckiyaty{ut{-R7&`kRR(ucG0dw7vq9+5XhmC zisd97kdk%MY#C46a8~Hav<<@{G|SFHI8=a3Qt3eI!1K%MfyKO3Q4}g2vAe_?TDsFk z1&NqqJ_+@-f82*aQ4Vlbpqmvs@o^T9n{O+kVK#3dpM1sBV!n2-pA`JTAHyx*6|C&M zBI&@~A@R+;!uaMYO5I?J4!PE`8HXwu<8;+pi4Zz3LGFPF%UlBXOm{?CAY`>24nk$! zdf3>RN@!xAEyjwcjSUn>X_@9I;B)wCR^T{zO289O%HMC1yJXg+inFXHsp{lnsMa+~lKnN|VfZqtp(2@-O zyOfIAc`V+8_rc6|4#;D16*`3@ZN3g9CNI4to3`NL91CR$s`XPEn`ltUKE%wCQBBn{ z{70>gv!VwnD^fw@Dwa$Y2WBhDp*MMoG{zRsaxs-;h6P+#u3H@^6$kTbK+V&w03)B$ z#C75Q2@Inx)f&vODUh5?_9#2DKINVMgO=w)O}8?>83oifpTD*lwVPn zw9x+S(^Ua+@Ax5=*6rpH{p$2MjfjVychdoPigk$13@qp!D6VDqv959(Ae4C4oI2i6 z8?ysKMj#~1h5gAQt>Dm_CK9@$*i?nla^0Xs*jH03=r}{90`_N5w2bL)jQ4W%0(?0{ z$kg7U7I$i(jqD3qJ)_i&Js!D#;&cciqrQvCS*IN{z~IIf)lFuR z0wpmFrVja@IR4VZW#uW`EIIxt?;`Msn;0Lmhh1iyM8Wc;71AK{24klx{av*>M|t zdS}@=3x#^Acs^1ywoeR_k(e~R0arf0)u4zqKp-Hx8Q;O#2f}}by7HABd zW}^f!N(TvGKQkL{tO6|zft{npubf3aA$wm06l#f*(wRC9PA;Tq9|Ms06gc*JtSc8Sur#PpAg6RfJFyO`WMl9{fNByL+^ClL|-qqkMX>a8GAQ z#?a`hQqmfB)4)O*GT=_&dnFZ`(Ozp(2#>jAplS`vT$v&Bg0*a}EXO*b2$BKu75{7Y zQpDYUkd?>D@B>Jzphzc()N6)QBy?NKym&Wa1Z>`&O9oEpmz~YmsYE{s+^Htm4367K z=4mP-pl}Y;xC1p7i0XzWKY!;1!g;BYMMRJT@7VN!NVBg&d4Pe&fbeQp!og30j|5zPN8by@TJQ7^tjJvo;`fH zvpQ(J021Xu5GKmIQNiTg{D9yJ{+7v68WU}g4pZV+?j#XXCv}9?m_m#@=VCg8%Q|#Y zOgS&xd8F7XcciESw8k??xh`4XbT#g=f+kp)*iTNmMO*tN0L)7K$jm~eT+sL)8-&8s zO*aR5R>N{D#`3B*^7c;{c0hd+u$#(v9dp80!Fi)H}7!@>(yv=vRuA4b#DKlu&Kwe%g`!S2VjOwusoXZZY z<(Q?w*6!BVkk6E$6{50AKRl*!^fnH9IIGu{bYUzl&QA*o^)|!^qSF<2y#>s&+l-Q& z02>5>z;|^DVw#oUMs>p6@+Sb+0F3#r*9T7B^0M~EQh(w6fxBLO#bu0Ofw8~_X>xl=umu82AMo3Fdl)$p?Dbw+h8RSElrol`sq?yzH-xq>=HX8cTTLt zSqMu<1wIf6A-IrLs-{Lg}Y7AgKHF zoC(6d@~gol!Z?TsG@Y6X5H%Me{ zr1!=@6==`1!Y6R`(MdW%BHJzO*RUPwDme)(-<>#~A^${i5ftm{;fSLyam3*dRc~ei zC1DP*it4rtxT6S(8b{bd?Y`YEBvQo5WVIiRaR*0;!TzgX1B$;Pv zGXmq>iUcgG2KeqHBreM19r3YbKll+L)%4Nv?g8)`Zz@1MAeY( zXuW(2+s3{#NBXaF2z~Sg#u8Y^ws+#;P-rZ?NgQ&RmU6Wtiln zg~DC2smcY!QzED54sl$;9bvC$ULIxvT`7(ri*KLoIqI3}*?c@>2kw3_u30 z|K$z<4xRFd4$~%&(b5x~l+5b)EsscAmP~_y0u^QCpJxI#Q!33{Yj(^n;9u~8tq4+E z#?CYg*o&-#dlRCi(zfBkHKE*r85dL+i>tJR!Or+5zoQXohO3iF)qr`3z!~_QHPDiI z7bp#gVZ|0WQI6jGiV>pj`f|Z+w4E_zNMcad;W(2g@ec+@kKjA1N1(Lgm^uj|xe|`( zC}A9XzY1^gRqQ;Akr9CA59_M<4ofazKA)UZ9U3*+p^9d9``-4(aRq&^y5jIZ)%^Hb z)8kLp1ypabU=Yn>|I!?kc7^bkayQsF1jbqURyIerSKJ~#RCCCeh~GtI*A%F(FivHtI>ywXQ21 z`BSbgTeveXIj^al<;`JuSWPT-AqN{p=$^ zSWK_j$fiQ#M%mFxwd#QiI#_GB#W8R|8ssIQSxt<1&pT?E2WQ%ieP%kLe9Pkht$lAQ z49ERX=zG&SFZtga{PsrsXH($z6YcjMmbZ1^%pB*i7GlsmyEQkvxyv%(*8`fH)2wtD z&Ygirr-1nQKRyKs7qh6!L^yXy?4^5St|?R%pkbFvLJ2C%$_u=PsKhB3vY+Ns5)R95 zX1+LZo|Ha!qS(Z!VKQgl1qwB#?j0CIWm?f3XWvE!3YdHIv|>1=E?J4{z?DGb>e_(c)VY<|@y_7H zW0>gtW;&vK#nwoJsp+d(;mHneUnXorEw143oXs=rgx)gt0)YnR3T$#q*HY_d%%C;T9}gXGX}V|Ha%9G27R&H zFdjTB6C~HnZ<$t!w{5C*^p#g^P72jM7zlmN)<@-V_YQb-G3j~6)QX@`9`SXE(@jyu zt^mevBW<$@70(u#a0VMYXphZ;5an3RLDO7xRv!#qhrLBC?zZH*HGat#!bF7N*}S`C zIfPfT5cbVbBNKSUa(LO}vp5^kvN**6IfW*WXX?)B_Iu0yg&PJQxZog%?4l#AeV*Q4 z^<;df5d1LwAx_@qRcq6c-*!6B{8he;`?#N|B)b<{y&g$LwiZlT0k3FL*heH)$q@-h zC-tQ?iLidcJOTYWd)HWp0d%X?Y2FG!jUfbK&Gbv)0mrOe0vt*AHF@pmi2PQDS@i?R zPX$o-p~+-j6e!o#h3BnOiZIRL!kmnOnCJ_lV00egIt^e*6A#Wv?qFTuocz*i@Zp2R zRKS0nCKrF|%iIOZy=q)jPLLfOp;@^`C{TI^@q>&f-V~rbS`$TQdI7wJdjz$iwFH+$ znll4%U0$F`*RppQKofYEapeT!O_3B}SPZ*XFT9I+BT4^M$VS-F&*Ci$9e=R1J{h3ha~Rc&zb+u`Ojs z3b*+nv(t%=NtqQ*&!Z))rRqq%4m7a^=y-+-o2?I9QY@vS64FyYq%@jc1aFg)qib0n zN`N}WsSqj04t)B|peqQ@C~Q6 zJUMDhXnfXV+QK4R0d13=_ATZSFHolg5xtF^#Q_b9q*rC*1A-Vf%5am1r4q`cL*Q^E zGt{(&>6(OtBXl8?v9}R1wF#63A5wT2LR{f1JQY6=7GWVgfKZ%?qTO^{lS(R;4&a^3 zr_Qoi^33f)Y>C=!t6D==P}K5@Grm3*1xzBdq3Ka}^AJXbBqLV|3dPjd zI5nZ;PR=8lYGn?Y2xE%6R$ziFw1RAg=p}#$e8HB0D(6(jDn^{0cSW?x(qxudg!khu zT{l081T+H}A03)m{*I(-APK5rd9+FQtTNg%gx2r__U0g z;8*Eo@6e}Keq4+d?rM>)&9cw)cpMyH4H;s~1!tyQN4HJicb_>K8NnU~(*m)rXfITCfKP0!5__uj(!MgvqC~jTw=tEv8=|ubycw(s#8s<>tP83GGnNt7s&^^|gZ%qBAZaQA<( z_qH*bUTK|Qd2DwLGYkj?ve~Q{KW=uIF?3bNo*7_lX5H2A?RNX6tL(;*1)lDz?k;y# zJxx`Y+tr)d#qIIS40vW>(F!7nR!S5xY!pR`vg_&UxCgQNRsj%Knp#`3eUBRTJl z?!&YU8e_hYDLv|KVJ3jY7}<-JFDQAZ5;lYZfXo_j4@~Zq) zVTiVtv}Jdfvqht89{?A&Ot^ZE@H|@$En&^1re|)PzILIF?2T7sPcB2x&}SZU1!&xw zXWK+LMuHMCg=co~Lc>?CG4J!nIUI-NtXzVSlv@(0cE_DRec$*Gx9(Xs$YGc>;f2|C zg8meu`8>znEi_FIsi7`zsO>Lt}?4)>L0V=2J~g=N1L9 z@Ql|YCLxS@J5AgG>H4(Y6ShppZ-G$bjESiiHJxN7wifa`evf(aCePHf>>9 zRvZR3HlZ7YFmrSSGe?8h3iCo{q=*TBMxN++&Bl;pmz-ylc|7Yh^G%AFw5#{3u^f?a zak8rpuXltWZglYR6NJ4pmVcouk9`#`kP!x+Im4stC4wx$Pml7g=0;_1HTuR#aNcSW z(?O8Wg5C%@q7<3%QP)m6I3zjRuI3xg3q5h^<;zs_42f3g-BWchX_C4870l4HFjy{f z6xOSj;w7#%mfTxc zk!hqkj135nq4oKy69*`W0Eoi9_KKfa7`Xx@p>E+Cb=GzoW}7+g%&{adH)xpsrAfvpo%=`S8;Zk$Tx}i||G)nqEPUss z#n<`I2mgFPfe$F~7e|4&{=vO(ZXa3LU;Nr4F!ODWJLQiQAR+=+!68xE=|piFE$E%l;pU;CT%B@r8f#kO*?cdui7QAfx*{JMZ;Bv?Yn-e%_N}<2C&jQ!s zl%3#OUnT2>sVl-f^d0e>08-6L2a47}VB9!j^Za{a;mReW#uzj$wMm(0!A7}_+%lh@ zer?6WyEV;X%8l4tT*<@meAX=MEXS)ZFCumYLYiuiN|p zyKUx02^)X_xAsiON+m`;QZZ%pB(`vzQiOW_k+&PW)kmXPwbMfz2_=HM^m=k;=1)Nf zuxpdZT;cRLFI>WllI1N4-L%x_!~ddJ9GK-VKXvb$(<2LCSp4M| zpo@XW6O?xy+r$5Z}{yJZeOmK8^^27QSrob^v- z;3n!q(3H)(DlpQzrzfeQh%rpAiVGr#G>uz*Z9d)PfOabgF4a;p=*8KMKZj$~oO#j! zy3LyBlXzO^MDFGwCKse4#sXICd`+teNYWQ({0Pu%Efu8HNTOg;+9WNeJk(|AX0Nq^ zc!a|4P1jmIE{NpDOe+9R2cM2Cdi|@_t3`p<;zF@J+4Y(ZUyS0I)qPG0iw)Q|WY}A# zZG;^E$E^qzYbR=?Q6{m*HJ2zZRUX_cQ@kNur-CdTJOp{a&G%g*MK%u^)CG$W%Hbm#7`ky?S9v*C#H6YL427Hus*#*c}N2?MiDxP zyvr5i)2qemSxM}8{Li?SwFInov$W>%Y=4Lhu;T!FO0cvG?_zqYpKg+?R;LucxZEv% zu5_qry^B4lwI4+x~%#9~K-yXN!bH=aa_oTeR z5WU6(8BF0yiN8>|TCVtL>-Xa|Ikz^ReCv^W-@JHaVRiAHFRpqk*MSv29$C5BU2gfB zz@@nR#~+$oFqOyoGz}QY(b)qr+O-@2K!)dnN916I_kgc3Dyk@xD6ftcm&L|oEk~19 znhnhEeL_hHOx+<|NZ6hhLao1D!H{^IRd5{|n#{!gGpV39Mgsf6H{oa~j4`&mnH=<{ zyu4k}bP@^dbxuRhjjPS&hjY7OWuHf>qpPQguF{R`6rvf1M`@ zQEcK-bj}MZ2LacIFW7C*>#!@hmKjLho}9s|pBIWL!^uN3|C?cS0E%3kmVmxPX;(Ps zr2L}F*@>H*>pRAP8ail!i?6k;W_<=4ECVR84b2N2$S2%Eh5Ike7~79cR8EMjU}&;S zuaNLs&hGl`Zm``%o=Ps4Wii-UmC}mk5bljh(Ri*{wDDAN3AV}&%S5n3J@i=%cB#h= zv*{YC^gWpwka%6>da7|&Pyr2>EYqQ8U=*9NU*mB2IftGIok-CsHS=Pog$DX-j$_&mA*NEBLw}mNf2LV z93;mr8(vr4L2Z@^7zWnDh3C>g=wlsVZ3{Ot+p9dT6Uc_UPfXtE0z9?+u?JsVc;LR@ zSa|T8i~s1p-}vaS{KdIGAH3;Lq`+IB`x=+6JiPeTvuC#q_+7*}k@r_<4szjXDO_>2n**&wE zy;Vvf(r-vCjXlb43-S*I;@)JqO$2o;GT{z?6y9b<*)xIQ%(RI>E& zC94uqvh|9FHU8Xtvz(<5|430MFR$$9s;M)L3F8OLiV$n}7*K+Z<_QW-ubMF%rBhk8 zh*YLhY^Dw>n#FK}*}(q;`PwE@YX@Ika6iF9HonI)d9CT0;RVSz&d|gFZ~Wo#@Pf>z zCM#2*-%Xd;giEiUKb#G_W47hFqCfok|Gc^!xeL*hY8`B2$rV0r)c_zf55oYT!mR?1 zCl{VgAf5Zn=GHc&-rReHlfCgLp6);I1Fv8H+I?o{zj^Tm+-XuEU$Pq0CKR@7m^}8l z@d|8F^-sjZ#_sWl{=-~X{tQY$gd0|%V9~0Ptv_o;!2Rts@B&H$)OjwsLwztvesJ*b)7401?WF)Vv}oj?QeHYIf~9iEd>o z=2}9-S#z5T-vaO(8O1yCEh03MV=x%`91{DEbpI@vgH98c32l``)LFVG$xOQLl+0H) zjMLg=#S(Tch*)gGVQFn5-E&Fx9eq#B?Bdz94V5GPZAoHiko(M>d{76BA@C!e!GW1p zo_Xexx9)z8#-M*|@oSf#o1(jKPLEH%H~m1}f_D$4b%3qIzejS@XjcNz?GPj#ghOPF ztXl_Z9^ERH8(+cV7IfL zWKg(o6d^ZNU4{($%AuOq>&C>ISif>liZmcCcH=fwq1@hX0MLL zxaJL^Byz{J+fx6+J)9FeEHp-NCXEG5hw(QpD5(iU>uw0r4rr4lY)XiLv%?ke#9B2g z;I&>nlD=uEA4;7l&M{e`z(cVpra900&QcC#pD+wCGn30K2%U1HK`A|7peV>H!_{?s z!5K?HGOI?)PUYLnZ{PSD_nmxl@s~b%HVFVWilL?M@rO@*4e|Z0)lJJCLjZtqZsAE! zI2xnYhh(?ApE1egrek0au%4w0(2Pbbwh#d2;%*a`HGn1D1E};xfmr9k4WczR`vhA6 z$SkGJlesm-5RkiZ`V~BwWlRS*O@d-xVIpL4q}GTXM8@L|)~queh!6ei3bjvTTE#(C z%t0vMQxa%MTT)Fh1nCxJXAc_(nYD0g;QyB-gV_};-Ps$_Xi~8`RD#)Y^xYr2_Ev9) zo3IccBS@emn2s zPAED;@2v@7546FCXnNMfV_nX=Uha~z*+nZc^pk-zS1IXfN3Hilz|1iAJ-+bjXp%KJ zTeJfW1jEhjWwIiyC4k&ef~{2qAW2CU!sKDI^9yriSz(lvx(>s`bh+Mm^z6P@P>`fD zwD)D2UYv>T5rbr~T}xF!1+yqotS*NtA2=|*aQThX&#rK?WF9Y;It(I~{Rt6X*?gt- z#6={r1=ZlMQKz4_*5zl^Y?r)Ek_=uwSlUbNWJ|nS{@6#C79Lpm#=?Vtc;A1&@Qv^K z=|8Vg`e*w6TYux;hrQV8ovUXgfC6MS*FZjwqOYbilS|w(aeVT|$M5~k*S>gU;i1JZ zeGgfq-}=T6pWWX-{?HfF&Nd&&F))0t9v7qT5fIP1x+kDHyD9BoCSHgy06fy_=YxdC66eIq7M|1&8B9;&;~sf2n##t7M+u! z1pXfBovFDW3^vw{z{9Ne?38~>R~23cU`FjD{(VRivFkE~=H*prosqC-#956mryq6h z+;Gj;HfUqs%6Ew~)oRL>=REsE%EKyC8XfEa7PF_3;Do+w%R*)raDk%2MBf^% z;V+Y@<+mY=pQZCkquXV@wO#UKQuDgA+(#PT*Li~i`@k=lu|Y*))0+IqEvwZ1xIF=L zCEL0f)cF43h`4gUg9+$dXPyYZYJ}@?6lskOn-j;Itto@4Jl%GJ{>Vq(l|MW*rY$wl zeb2+Y=7hXffF=qWhs`R;;GAv9D>wzU!_&7m=`PpAcI6B54SfL(Zaa{gi7+;d%iEqNg1C_`_4~ZNB^MwL5Ug!4eU^ z6hba}qECYcfadf^L651f03zVm7^K&&{lJ+xrtB0bCfvrhru03N1HNzo95Ly2zIzQW!c=FMIC_Azlge{usMf zH3{Y@RQ7Kb@uCL|jwy?7=oGthCr>URUev0YzC@Q46*^)d90(X{V6lnUG5LLRYkJqn z0u|@(I!7CZU}KnRPx)xX<_qM__J-ZyWE$FV@dh&`>cE!4bEt08%7?l_z3m&z^`|F; z2!Cejv%QbKetN%}@SJTi&%hk;&PrXX$0p$A=W-JYAhxJYX^cyIG20G;9co31P@5`7z2C|7v6STQua6X*V&-Y*MPHBVo`+ev3zIi_kFLsxdV zZFn<|GUO-ckc``W*eAsrCsTu|5K4jM%$aBo{7nrJ+Eo+kJ%nTCM4rtG;iXsG@{|5g zItRw18<|@{ss?=|+xqSm-yv<`1^56zs?WRlAnd~=h%9AY%w(_uRc4aZTv|~^CL9)} zSMOEibq%n$@hUf*XdJ-Kt}B#(*$ifjhVPU#k+V|s?sx+r7rQg}1t90u>)eLk_ZS9( z{2>{LO(V- z2F>J6POWc;W>{`m(p-6!dfwVr9aqFp9XYo0lO;i6Z~DM>8gb#n`-n;|$G-p3Ka+v` z!NVU=;IA_UUjO)Of8QJ8-u&3P?zEBpv9$^au;ph_yBzlvmT z>0z-NQj6GB(Nl5dka%b(L=S?annL2F)87fD-G(UtD;H)Z@ppvms`q@-IXI{btr~sk{ww&0!5%;m_6R)vD(pEok zp0@$zp-4m3|3A6#(O)_8-`xM?UuRzZVC^4J;Ll8fH}~%S?uV3c@BHW`tQQR&tgH+C zcdzH{u3<2@_(n6`eT>{Gf%KcywUQjmDOCg(BpzFwVzb%HRuU;aG+B148#FEo*{}p{ zy~${LGcrf80`X!kYij3S02VQ%R0ADl2tkmSx%1fh;R42P)Z#NxaBar*S9>?in?^Vc z(W&}TCIO=0rD4gax<$&GAuY`9$`pmqgh({B^ zI^PB>J50mh6Pij;FHLe%rn@^OiTSqZC3U2TdeiwxII9FPpXfKO1lxt23eoC4YzQOu zt^_seb{az%k~ZCBu2K@q-x0VibQ}Va)pr|x<6hzmfTmOtsotA(j7k6o!3cHlY7NKm z)328Y#K+|=rFM;%=@Q0D_VK{E>8?yyY@iP;;$ivoRAamxddjCnjs>zkzAqv^8-ugD zPb}-EUD;}ZAbhuQM@cL6CA}fmyV{fa6;Wljf&m&FPx2?2XHAl?K@x(Du!NqLAx*dk zp5TE>4eHY|oT^-^=Ecg$`Q+SqQX^OMJpPkt=*u9tPP zFCMVW<|9-LfI;IfpQP{@kd9TNVt4FE$8cb^iHbTA94A7{n^*Bs&ENrC<53*50;g2& z@HPa)xiBD{->b3Blv=9loJv^Dpgkl^Xgekl!?gwT9`BT_#0`oLc1dljS2BpbO&K)6 zr@@}euNZ)zS_Io#z3JR3xG9wGu@Z()EII*VLTY7{Xev3`6rZyWf9c=%cW7@|-t{mi zokcjVk%#muX$sxy;>BzkH7bTn3jeYLEfDrng(%5o)_vq1@E}`@-0|9$f+p(f%?<-= z8Le?^BjaPwh!V(zIQuCY4jG*%qZeH0msBf}N6F)2&o(Co3Ecog#Bi_Ce?*Qw7$l?CM-n;1bppJ zD;(_PV$~v-0XP955a$4(%M{#-`|r&NMH+}=J=%&;BG+=)#j|DRUGuKY0Q0wy<{AWdkAQa(NK~iDu@tzip-LuE?r@7lbHD+ZiHniv(LpcOkJn5S^XKaPG0D@_B^+XTzW(%z4CyD7cq6Nt( z3kVgVZb-YK7Xo4`gu)o=-GG!uDjc|iNqM^n8Mz6hxL#_~`NS-?=+zhI;EsVO7;YQu{vJ--FfvG{)Y{J0i6c`vf zQXfP(iUSmBrBE8(!%#6FfZ-TK*eRJrpK?Fcal_*~TlzLkXoz@9l5Fkx4e)1SRP01iI*s3D-Eb>m0zKJXJ#-%0cQ;E)0SXsR4 zj{qSLRhp@k%*o6vu9yqPINLGLF*<0i!vVBsF=ZRgu4EhL==_WKzvC;p3;J*78 zKK9EWe*J-y{NbtPH69?oPnYAvF@XSHCGq`y*QrqU#LNrte>7!KKiX%Uig3!grIMU_}!S}ACT&-g?OW>V# z?z&Y0@h*Oj4f zaL%lvF1e({q{SpEkvF8NbZZ&Z!Xs!+gKIw4jCUm;z|xf4_oftlmfgfucEywcOiJZ*3@KG~L~0dW18 zO_b7X{ouL<^rU0$T-ivYEGEEFl8kl2l&!2oFO^?yB0jyxIe#WK-|C05ABt+s1pj<6 z0C80aTJW?dDbA1V;_LWVhAwxUMbIONjBigh|LUQRJGcBF*iRM zabod;Zg*5}O96G+LI`o_HVN!uB(<2OU+JT9m9{GV);_+Qyn?MC839=g=O9z_s+3F0 zFR_Ix1+P}eIHN1ps7j1)gZ$m1%lGozKmI$PKCElFcTc3jC4|DYp zS5Es4nYzV}4EGY9r0!Y**G#s_r|>^W`@=*c{k%94O4T(99;@Uq%Hcd`IzmnF5z_03 z^l}w=yFVKL7=}zlx@Kg%FI&zVFu_`cG?@6mk3tEsO&`gBC?|#(gv-l zbY(Ov&$MyO-)wjB>Wd~hys#3|#hs~)#aj{Tyl;M=8evI%1ilA^B^k-C0Z5y&eK2Bn z$f!V?ICrOr*ML0fy!F&*Q4_I{7S2&4)2nnzm;NX}Orgy^i}vEJ$Gt4a zilX-ll~%rCF=-s4&U7R(kjMD`WYv{aws{_gURIDMr$c57e83i=n6uNa#9S00^&$VC z@olgxTt4dH-1(z2PI9j22R;G~>c=jsgq&RLg8&1SUn7_Jn|5SCJ}Kr#PF4PJ zCN-qaobXH`k#@=NOt#vj7yKgcL^z>uqYz|x|Vyz>L2U7SQyCOP& z2V5$ubA>5Yce2xx8vL$7$1UXURS6TwUf`aWgO^8>-flA#T-t5bCe$*B6t_aK^ zU2Is9X^5*a8DG`s*nAC6ZXK7dyBY*luc0@?x< zQ=tIFgn{B&#gEed zfdW29)!D>E+-4p(6_$ zi*IkAsx~5PK5)VdJ|3T()d=3~vi>4%FxmcRUtGaWF^TW&e|d)LaEG2#896jgMwH`p zYm+U{6`G9inCGcjrn&0z zkN?qsM+xM=S&83URvEvEk<3F?0rUzkz2WBpLyNVXsvV>%IBB`MdsPdLHa@Bd#U`3j z%7qvo2C6a)O>HfW_mn%GYN!15y7lP;6MNt&hak-KgkyIsE3=q*5oSr%h2{)Wn=GUZz>QH@3| zN8Z^BntH*N?{ccV>J&D#S%yp3vX3i1m%+}?eQ=0RO%JAN>r)3 z2RcyDN$ND3$ZC`&tB=S;?pKf=bBDnmV?MzLdi3ZuY=fF;X)+r(K^a0yl-U-_Fb@z6 zkv1Ykx^lIv_5?DupZ^695uccE0(L=WXUv!h47=EYsTemH-MO!VH(S)Ifd^4BIqBdh z`pDk#m8S4kX>k6^>)Wz@1`JTFCXeNgHQzP1KUn7oDH(VY=gg6-mE5Qy`RG-0Xn&K> zhU(>w@)GSH%;Q$>8@sNVJFR3;+e`n3=W^ZL<`!Ezz znSJ7ng*|69Rpwb1tr)Me8Olhk-i(3j@)jodOtoi<>Ec64dBRKUw~A0bLhhoV9w^KO z`ncQ#)Xp9yXGF3Wj0%6`)P>Mylxx}e@4@or4nn+kn33Xj5gUoB@FGh>6=L z=#;8AX?GqV&`ztIFzjt6&HL)e8y-!yW;>e=5gl-?)31o>Sy&!+SXrM@Xia2uH>DCV z2y^tOE*iFG?s?Aj8oNrdng*b=@Gio1SCj|}AGXN2)Cj8JsYoR}8)?$Kw_-cNy+MXx zaMy4{*9$}-M+d*0I3kWfBASCKxw*}YIGxP}%XCId3!nmjtnvQ&$LtSs10WDFX}&{B zd}wsnRP{tJSh31JlA~q6bhJG{mH}G2wXBqqRrj75&y=HU>*X0)yZ4 zUDT>v{gb%)SGNvmQV<4s>~o)P@(2Y1-HQ0Fl3$k(sf@UFb}%!W_FQJi2hAr+fuu*G zItJC`;}*=D@ePd1!qYKT+QoQRt^rGAx0@HymOtmuIsH^3`#3JnhQ4z6u}##E(=k?S zvz%@}dtL6#N2+3WV*qPiP!C)C-U0gj*}w8OP$YrP5v;hdb}bBoT255SpuoGC>AUIP zXEVnm$9u{07&A4Z{MVJXkOD`x$+h^*(SW!wDzi6#`rhw8YiRDB2QLCvfhW|CJvSwI zJiFcRF*sE%+Z|KoGkNs$_(h_&`zB7+G*6JK#-V6flYl_x5H(?p3cpgiI>tP1t6nQ} z0S+p-MQSokI^%e4smV+Jh($AF1=Z$tkQ|U_?oj|~BH@Spt*bN|0*djP*IGM9iisjN zv{kyrCquxQ$cO5~dAp6LCP7K0-11tIHT`1Dj$PtBVp+bk-D`YpS_R>JLP7^hiFgN) zapPlklmj9DQu!}_G{06^XSA(38FrNpgg}`lt1jOGU()c(wv@oT+#~rEVwEJRwjpgQ zE|`_U{YcvPQP+cD7&Lo-|1oWs*|`P!I)5_ma$vw}&sSCD$j(uG#s5F3tpC zh_J*SQ6f}fXqMTuM00toQ_x6k+7JWLQ%(HQ+~U>zyk#CTD1X9ADmLpmBn3NahDJJ& zx(jgZPRdl|;S4!ibpkp-OKS`+e)Vz$a(%ff&>-p1^FTGwbRIHqi&FB^8&4DJfu%aF zBeV$^578sWs~8D$#iX>JKx&giX)~+Fx}1Zk!jxXZ#PBOQm82U3-*L1wf#fi zFj!q}vV#4%&Sef|d$cEB*))}LDfg8t{BtS9p<&O>NTBtgowFZn+2ZZQ7QWa z<%QT_f*yz-Os0r;7-8f*G?-5bNdZ|p_()Eo*;g^J zUR|P?mcXsl39?!x{F&0;Y^lNBeHCTp2?Pcvt?rtfMmwRda9#nKWqQ)8Qj3^`pF;AR zeOvC1B18d#P=(vkX7s}Gw?!U0XH>k1lgQ@va1gU&tz@evb4bCg6;cwq+#>qL(81Ll zBhN4vpThB773oedLLFjJHrzIk=P6n(fe?2~#h=8un$nOG#k5fbX2q2-^`5S}-UGI^ zLqxYE+jeF4xs9r*!DJ}iWqh{3Zmna!Xm4*Wgx)q?I>8^1H}2RRMcHBAk+qI zt8Tvbw7giHDD(B?Y}GfD;L<>h&34*+W8cFfJs)Ty$L2$XS8kxX#0>{QpitHFc{}P_ zwVbHE!3_ka2RP>$8xA4)`rf_QPm9UF`429dYmC=p#V`$E*3pO9ZmL#p*#)*ZMYuSP zK~`@b9Dk@TcRsVh*CmP2Ewfwl+xp}uH=@h%p#&FpG5XwaKxZrlc&k}}I%h0o^bS0( z;PHHuZn(k$xn5w^bNX4blc*)zC@kZBf9L9{uwYy4mM<~2>XXt@+eYu?>_O9oe8ts+ zOo?0INp6y(b}#{~9BJmgS;k)S$USTz>Xhr|J_yyG15zXGHyaL1(0|p#2=UL)CIl;V zH?C(#Q0>KrBXXh5>Ay={D*?}J7E`%xuRyoo(eatms!QA^B;DKDL}=p6?;dPTXePa} zbJrV;DsK*98S&id3$b$n+u-lEJ-rM+PapZkPuzQ*2CSzSfA#*09CKQOU7=ShDgu+O zp;Z@Q>f;Z6J1rCtO~Vr{22P5oRBBN-oT}JmrjQV5VfJ*LBfmV(py9H}*L7HE2Vi=9!HN4CQZ<^3cgC>LPJVGj2c;R^AKW^J_l>erhbEc z$nM&r8Nq4dL~fi;Y)riBD%Fv8R@k#ZQ%1(jvC|vMsp^-KoC_$EJG4 zb}xrueLn^GEIgGAuy8t+BS_D44(Cm}x;KXQWqiCUVjs-TR&K_Qu;NE+Y15Z0hG<7p zirsT5LRL4n5H$~|lBnroAzG=DH-lAJ>p_o}tBHq#0+Oxi6OGyAJISDD(g@V83QCGT zRt#IZ+q1i%prM!t=^sc9c8yerAa1wa2_(91UzVQH$9N%p2CX`~W^AjAY%ai9_S`f> z17ri&cD4&gV!*FQe8MbpSa!Xbt0xX-CoJ(u{!P<8+QjTM7C9-##$(|h2WAXHN$xP< z1l|*tI4>Tqf(!!b^n8|`A)64sV6!)0bp&F4h*W=_$bGziAFWL?!TRh~PZWQMj7#vn zYt%}SM2lH-WmEUf%Eg$UYS*J<6}$|A#=(jbX~-&b<(OKUfSRlOaQwRFakvrA2+J#K zFvV;?>;_R!BMopYwC8_r0-09C&n7l$H#RjHSS!*P@;dL*a%e;s5Sy;-{m#U)*YaO=KP8#}5RF@- zwN$WxvPh1lCShp}iF(*Uib>l1sU#U}>Exa-lcn|8t{Q=GFPrQb%}IsMG0kYrif|1# zBe-_YtzkJ1Hz(ukv@jC_+2OuWLlWgl~F&0EFb zL2sCjST)@|Nr2^a|_@3=KcS8;kgfg^T?6jy ze0^xv12ZW-$j4WXb90R5`jU0p2gnQ zTTr$fik4+vutg*y@{j5O2TT7Q@l*N34axr?3hq)#E6*?e%@zOmoQ*zmEKdE%V)xfxL zNai)qOQ$t(XE^#oU%+fNp?ZlVMSo3vA(fF#gC=KyhS0P1z$|`Zi-1~vvg8wMB0!;n z;LL9sgf6A22Egu=nD?@J3u7G7HX@(-V{pH`j}JT<+-g$hqT$w>lJxOhM#T=R>LKlE|E&WBFU zuFj@GTq0TKMUqW!jg8)9h+BpQE*NCoJltdrPD*^M2h(HG`v_SM_ca@t_?nJPC~s#XwZb|>m}DE8;W^aq`TPSph^s1yIG4bNK{;o#G=~%-2+Qm~R9(m)t?!EEMk%cE0zx-3M8rwN*jpayet~=`Hh4w4ACoin@zH_mx zlA6b2dLv0Al!R9;py15!?%%?Ai;k)kan4%rWG8wJtm52yCh{$8J%F?}Q|?BhxHMVV zO_?WG+&zG-{i(CW!Wim)Ifcf50{O=xgYpeE+6q<1b&>A3mx zOMHwU1&+q%43f}AEm>GqdWA585Ub1wC(rE zNyKJ1GAMr{Cid2udtW-|73W|5sTXZfdfU2zU6XA$=#_psg-2`rt^$CU1zyGMp-E2$ zg8d?WBL8xGX9PuQW`r{WJ!SEr>I(2Qbx=m#sgxtX*S^F+=HWG)uDIe7;G_;SJS4hC zwFAf(4Yh?8LVC{gH0e8a++AFvGciXrPu{bhx#1g6xb=ANXV}OgESYi#r=mTmaS3Br zC5QR$C|j&|8bFdCMGuwIo+a>DlOY7+LpV$~H+K;vH@flSHnoxdR!6U$IObe&Vbcm8m90?*V!A>zqDkGybBF3sc1erhP>ZPjUaWNTL zL0f6A$2y&2cRE?UPwZck30qq`PQfI^pz&x6@;pjNoSan&2AhmWfeCt5AO& zwH26+V~e9-s5kU3uNP70Nf<8qV``|O5E>)w7L{!z^K;`1lVuvd8c#M+mc~Rahn=6$ z8`Hri@0kyjV*;SZnM*WAkQd3pOZdrfjktx{t+&fr)bN}A!v~zisHcD%(;KIK5(CltbP9ES5_6pqAMihkUKtm_V%nX4L zZ2$|`Kyg{@`MT+K8@05~hH2;Wt8lVJ|ZiBeYZjulJBO-@z3(#uGelN9=} zB{clyD`a$~q|G_MBG3&y6A?%TMm6*12eB{|v+0p!1EWl`Zuf*nsadki2mIgCMQSlk zCm9Z6?<#d&749U25QS4o{Yy5JxKQp<1`!mj^FAL)xx+Qj)aA-V{)&qz1KtxJ!d~P# znAuEr_y-bk86v%EDz18w3YJ`LwFAHo!HinsH<;msbuDqvU*Wb_L{sk(poS*JN8-aI ztE502!00@{yTRd0OJB9?)l1WZ*(R}1uyhKh?MlbKqjZfB!ZZPTHG)_)u$>na*$_u$ zEJ0KErxOE#W70bck;G9*0+&&gOvHs1DXcva36;8Ao^+gj4m}bR!Xc2Oe0*x0f9Kyr zmEa3{57uh&o7BdN+;Vt1W#)S@?QZS!0{%8I5Rd?J){{JpR{cd-*lluEfX$0IZWZh` z>`9C9gTp25kkD5+h?74q*u^g)8^jhX!_?<3p&Jq0wAfH%q7vC_q2G%Cf9Q(~A3gCM zYY+Zw{_w#+A5h>giUMzL-}~y*M;4w~eCPWw)5RsOXW7>$(9CwdK0c`n%ht&5BNy__ z{>#`e<1`R zN)_G9Fb#}?1NsC2(H!)$@e1X7wvh;Bw;*Vu3_R(%2eBN@@%Pm{dVb9;A+sUG&&zof zS%CQ{6|Mj}nwcbUfD|;x*!ib@&hq5x{j10(qHnxRgA-Re%0DWs#bzU+&CcDqKD)V( zd~F|emD31{MA1sG_G#95ZjvlH0Pc*BrG@2IG8oBP%~kDIPusxsx9B$;7~~>aQ2WG? z+y$(UtGfX`+dL3e4N#J{J)}UwiAXI^Vrh(BG-g*b3vHWX9Q>3CS;Fy^&Y_KFH=C=3 z3Ux!lS4nIzpoFA#S88#%Q*DYZV>ZG$_Y6z;$~T#(I3ic4>f}mFvjck5C^*gJ`kH_v z8#qZ9RH4C^wor~YH(9%TF{}(T)n+zt-yGwXvCqn}jfF43p-wDAmx`&!o-u7L0s^za^FzqxH-GltS5GW1ymoT&7Y?}SYPPz6g?0^G z`^e6mXgNgcuQdn0OiEu>XkK>2hbNCsmj2{tS9Whde0=iVIk(Rmzl=pH6k;xr5%5OC zp}Iro;w<4p%%Tev&vFUr>Xc4R_$~o$F`sfO9BE!`9=Q0L3{zFKWz}4o0yeF-EXjn& zM34%8P%voo?+mXo;e{-gSOCE5%*Y+~nh zdvZYTiebsTe%{)Pv;G3*=$(}Er<j>YcFgsE9VxQD)u_p@uaCJ z%Llv#Oq)$Y>yy*wQOf_kHPXby@=ACqDC{t8TK=@+jgwI%GWv%6Ze$V@mS!Li^$>4s zljTo2%}l2Vq*t4CD84bN3{!e*-{v>CG`I%hw!?nUJ#bz37H}SjAAFpZepI{>01-fc&Tb zn-Aj55D7yUw1i+d+qGV=Y`mUCHcIYu70iV_A}Y|jg1MZ!@zjtwht6f`nMJs^o(G9z z9v1YTj(HDPy4iri!f&K`AQ$7anXMHmCsX^H7W59&HgLD#D)?Wqhhw~Xom3!>AO^WR zLjFh+tQ-cTnpQ#S@ut@0m#nn{Z*@|G#k2wqbNE+;w%j0pEn(7`(i}CCSVZo{sc@g} z#D%ZBmI^z=Tc<(yCV-3wC5uVgCFjPh1+&D7C_Ai^p4Stl_~KA5ATMB-k_&+#p&IyL z`OBZb_tj5&UEeRCzo-w5bX&P{ut)#jN=0>N^FbumbQfNhk&{x*OkCJaU11rU^@f`>R7~AtiYABE6xb&3!y7^nWB5CvuLjc-@ta zCo2e3snDe?fjZgtCxM-DyMjh@=wYEz(Z;cPpQ2NVlW;_Qg!(MiA|nr}*tkS(z8vSq z)S(D#62L~xB358v8@Wo1&_O?ti)U}jKPu~OU215Ph<}VPr^J_S#6An@clm~~4F0|6 z?6IrlN7~M4Vu)IKVRT@da@aH*TjNJWm;>~{81Pei6RZcXLqfHe3AH=ZLob>TOyvq`rBv>4%#v|B4N+DeyliIVbeR0uS_{H~m{TDM`c{?-sJyC{5otS-5*2}eTL zmsnj}vRX@zv4ARgIvN9^OvfDUEOv*^i)N*_t}Jx?V>+lnwH+`jH3(pwu02*V@xy|) z29?}Z+lUb>Vm+9_)t@AQ7(`Q1ci~eJeD1fZ&ZOG?Q8KFV=!8pRj8R-}Tg-V>2*?=` zZ!~Nt$KcnZdc!w4y{)F7!A}<4!j3c>aCGr26lf(xysWa~oktylOO@I6 zM|f4RY&J1CA@HZ1HCv01-2OV<61lL;h?SmYlZBDklPBw-^#v8Ck3t=s36M|)1NQ_4 zzP(fX&O7i*Z03sI>_5g=0JV)-n=%>Jtc+$l1RF7dUga>PGvfFJ#{XYjIJWSy=Rfl6 zi~r93lMnqbA9|a=zVAO@y8PPjAnBf8eA^h%n&Hh$Gf*>A|4ynUu=Af;IrG9~?b&BB z0dLZq^!fkuvf9E~yg1uJn9%a0BQtxR9bp%QnaYKIS|gS(=r5az&OX`*j`fRMS`g;o50#*ES6SNk`>RX1fd(?+D(*FdRH+X$p%5s ztMv->(9^lmSs}pEwaH5$Zg{u#AJDVgVsjOo@Vzbw6%Y@VZ*ez9Yz*FY#RQ#G%~YtV zoBs@0X7XJNY&r-rZKJqD0)1<41{GptIb9B7T`HTCfisSIWVBZvtlRF;)vz+MD9mmN zRQ227vF>Xji7|6Gme0KQ+tUXznZB@6p+SaOV{w#vTxMO7fM>jMYqov-p=b2kgnFk4&Kk=TCPVR!EG4KgkPU*5jW$2w=Q~o}~Ej{{~ z<+pZT`|S%}pZ2vMSc5E|$q?xLIi1Ka1h34RPgu5wGMQrRpnl~MW?tJ z0CYi|jBPl2_=fguZb*+a*5mMuL550lfn4Q$Id^;Xq_=tT?|!T5d74FdTp>Iet#VO$ zPrRmuI>zLxuu{u;>4tGs9jZ;No54#DK*=%zND)Vj>c+Dptp-K<9evL>6SBz!%09&o z=FVIs;LhPJ9)CNYlFRA!;>b2GdWT6W6Xy?q{@0R=Q+n<;dB9M&;*tzP3G|SqXa#5mq zm+F1)u}PPnYc7EmC=X0%~-TX9PTkYj%Ov+QpBUUFc) z^@TdJ12tEf38_r5j`HGNP9o=!s2bPWyTh0T{THd9Z_l-~B%ZQ;dmPtjS9}Sn253=4 z-~<)J3<+xhix~JW-*Gjb@|Q3Q`wDI}YRGvF&|#R_Ihu6r?oZCMOMs0r$#Y)pw-*UJ zV#=I|wHbHP+A)E=Ss1%*%g(-6SsF#`eO=0D9W3Jr=%m_8sO2|4{n|f$=*Yt77r*j} z)f6C|V&Vsr$C!Pk9CC$F0_rL_pVE+MxTKzp^F@ks*n8e0441AKy$aHCvEsjqX<>+uU zFct6_DOS+KFG(M;;d$7-Zh-Q>PkTe_rMU{$yURf{iMHyLl)qQF z>+@@2s*4+#RvrVY6S%37#2^o0_AW%Q#fqd4nt*6&POrro)s-g_SPS6>iB~Ola40%n zv?O5_+p?Wg*q&`mwNbt`!{Svu5loA4|_ZFE>DWKaSN&+?!!8 zCOCb3QfZni4RG1O&F@Fo7DyY2jniNwlao}aO`gO129UWSj7NwWwLnfIbw8%*(A$p1 z2HuTLmAn<~Bc+Q9qs<(%-8ak~9r&0;M*$ny?Y4>0(53fhXdY061^sq}F~IeK@hYw* zlR?6IY0Q1iI;Mr-!Z-i~G38qjwnFhOo{ju51&V#x@gx-H3%zS6vs_p_p>BBA_J271 zNSL++@?*&0OatC|Dxs=#n>;v64n6#JDL^R`%m##5f(ZID1(im-5x>C|T4N1|NsE9_3K60D~mL3~)JLRGZ9S(p9 zThj1*!-TmGAw`+|)$*po=r8sq-h}k)ox3mMFx}iVa9XS?qoLix5D1(eQi4a}@$^rKtl|=_ z0)&KfN~T>n*x$dh!7qgelN%hlAwnLS1=7G1+2`URafa zACe$dTc*m{95lIZoDEQdJ2$j82Ij7GJZ7ZHsK{|P)v8=9A=e!s0zxjo9_H?I=0p0% zKym;xEl4A`#|7sbOg@~Z+D&HHuHry07n;+Ha}QCrNAMbj!(DP~IyDv!Fp9MFs~UDa!O~o zNK@%x-%+!7^~VshB{F%;dErFA`O@!`VE4%4JBt@)H%ZwAuuHMR@rUZTUl!N8rhXYv zH3ZE|(`|y`n4>+LyY}O*3{%>XSvzxV8_^{c2*9V*{q3&@I`4aCg}<;iAFGsoj6y z8*K{WRer>q(1Vmq$lDb4c}8G(Xcf_fXqrKb9v}%zGiLn2jsvr@b}4tNs`z zcUuuGti~a{gXC%`N}>G z_n^kpoFmy1E~0F8)$1jTIwg7#?s-oJN=;EVj|=yt2l!~TUobEO(S_9~t@*9$+B zz`}SKPa9YnsB|^P?x_o>Q%Sw2N(*Vg6lTb9)*tp>$ zo7U8BPnVaMn`UD$n@$Aj98H?ZLd#G`?Q>TJEP)A@L6RMYIk~lNeGxvE(^j}ZYon;u+c54G@8-)^7ds?1HeAx z=NZq*W5HUy-AV^3m;^4^n|$_1j!i!Mqx}E#$0ncq4FCTu|Nq>v$q!DqZ#^;j+>bO( zCva)1+FE(VH8$O%dom*BOMMv?aWv#PTeq=G`+jk{ zb9Az`PxO39g02f{O9E=7@QtWK7KF5mGUmMXNCbE_<)9S|ri7ldnH(>kK-6P8i{qFj z!pmMp%7iej_o5`qgYHiQ&uip9(6r0{q1YrX$U36D%qtgx}Py zNt4<`k*^$5e=UwG4WqmV+EVmEPzlXt-e|1>hW46?o>rMLHeS8K9V4t?^a~HZ>#(bd2+=kzW=N~dhz7QmZ|aP2u-?OQKnPAxl#$;i*-C_(?ygKqw9QHCcqCU?B1d>h=Ra!(6eH3=KCB9CHE}niQS` zJUrI!>^P6e(sp&>zze(t3P=JbgGCr+jXG#IBi05&gQH0TrJhGagTK}x<2=th{jmu6 zT;3fmMN3^R7|Y-M&;(mae=Er}0NCeMFgX&q^0cVr=rP%j`sr95PP3>5Ffo_vU>xkc zE4FKO4T+v(O6=24{Qn2;``LxX-@5N-k9_Za|M$Y9@9X}5@ZtYQ3cU86_x|NisF7Z~ zdWJp!56pDtS`AHf5*3d>^qKs#2EP>u+k)AinWIQP@N919QL(^b9PA~!K_FL}ao~vD zvzty3gn8~vUP7X?`KJ*UYcGO=k9K z6jkzf)E37dUe5g?r?~fKGd9HR$`#*aFR507L-Iz#Lz+Qe5=iIq7#UdbL!UlR0q*}g zooC1qN6KtCA*9zXp5a!EUOIu9isrF3j;B*aavn?K6Mv2qRpK3%uldm;gxa6ys60=; zLtctT+*TG)iG||G6Xo8ZoDKhVZM+~uOu(H5lokX#@3M!j{ z#s=e~GLNy18)(FivM(vxBM}kRf|9+oK`4nn+p2ihF8-;nr>~$xVl24P-WecPz{9f# z>@M%U3Y)?yMLZWTnuqgNyVhU|wwGBjKRmbe{&7xN$aWOFaX?2PXqKd1q<+9B;Q?ut zMj#4mtpmkmV+ywHM2ly1nkZujWz5dvPZ(#ND{gAF(mA$4-o<6lRsWDx03*UGH0);M zATWE%;i@&XfPw{aB&X{U$*IoYV^Fu>`u9q+Ra>K)R0&WY1kpd}$fT17#SZ&y|B%8^ z`X$?BZh(Feu8ju#)M3)8mQ6t!b>Hod&H_$APAU^5@1r70?SetKAXr%?|0D<^C97em zJ1Ao1Cp%Mp!Em{1vAI#puYb?I|D8tf=NI3&d`9cuMz_P5cNnykF**lmaThEGlnM9%B;qGF`SVLGgGF$OS~yweA%lnWxfRQX>J@@iDq1+! zFYQpvT&?wFv(GW#s&rQrj$70ren7l9oxSh^TUlEI8nf8s&2%%l4Cevv*%sNjJ)d0# z!3%1TAn;mrZjQ9MC%sM54N515T+nJAUFUgND6_TapvyrOGgez1!8ZO{fCFpPw@4Qx zWIIgWA1|i_5r?peYl2Js_2=*X%g2TA{_&mFJ2{ptaFxL9@rTlV@Z5kLLFXP%yL5?? zN<>1tEskGs5K$7QaL6apxw4k5uBj6SjuN8lS{qs5N62R~gkT}AkK|P3AR^M>jcP&Y zQ0$Z#8lnhZ#SnEZaTT(C!57=5Sf*xkvM}N5Hn(O6U9pk^swJ0OF_OPy(8DKC5+;XO zPB?xWp9j5wSvU>_3*v7(%Q;wi(btJ}c9#0r&%u;r?Id9f&ONUDjE{rFDC7h92#w6YzLL)0c9eZ5$mS#Z?! zzv)i1tB|a(-!(9Otq@K4kfAjgAZIi7X%wl}0bF0Rfgb{w8eh$A1|qHSV;j< z_&9=fJK|qX$P>lOn0dT?s8HWIVOpM9j z*Y`1_0Sn~3{9JdqihtPJ7g}J*g9^X~A216CP+$(WS5qoF$_BI zb>rKaC;-O{`^tVI&9-d#@6gsY>N5Mf>7I|k8Fk@UG(?e-V>7^pjVSmcjjB*SiYm?-z16N zh}Ig0R(S@)%tPIwst+!}q#RO#OL;`ak9#_;pwOuZ*m=bMfA`=2BMTq>j>Yr*=YxMf zpuh(d_!BAc_IJJZ?Vl3W`P%h!+~07p|1ibToZ99VJ$xc=(U~MtHz_6HrbZ-0Quseg z#6x~wgl|a*yA1kROm$z_>B7H8g520`mqW1gjcyKF{Q2jzE$-B>-Xz6cb!EhQ!1VO00x@vG9-`B~0N1Z^XZJFn}Ur z74yzX^-60Kil0~L^G}8;x6f4uhVhfA(4|V&aHdS7`nEs2c@v$y{MHk%efu-I=U=_B zLJ-c#4JB{*IL9CUcE26KEFq>qj=TOh(H&3VD50E9!os;tV~g27>EGu;^2h<0SJVbn zy#mh=j`S!=X#hVn`%U{eU`zWMhGVAWK{F6pEYFYwgg9VGy)hHJWOvA=t(hf}HdycM zwuez|S!H;Fm!+~-KL;Db4kbDqWJACNq;8BNNFcpz6<@XTR!$M2Gev=nm~05l+ys+! zT=lxmTk+Kt4q0vPm~+nqG*sN13h|aT12bEAZtE zhhm$nMgZ?a&>T#ah$O;$S*}?JZoBz;j5Z-sIpUU?Jcox*tzB0AuxdD>uBI zJz#C22pqRuB-2kxqe^*I?Yv=+G@sOduFM>*-`y@3=l4nO=9GFR2D46z<1J2oB#m@r zM@R#8Z&ZXboj(U{(Wlc+h5-k`-`ysMu|4cT%D(w|e#t)gGDPP#2E*uW zycU_aj_JY+FVI!yHgDu^QE6A<6e-7i9SX?`d%3KTZzxkVl!sDBh0yj9Wp`A1RV||t4@|&+q?LbL5JW)rT{Cz zk@o9hPqG$?=v19HFQbf$dSR{vE4$Ho`mH$>+DYJ0!+FTKNtdIgN z>#?Ei@Hj{23P1^|i9xzTs=k@G>Ig8krbt|_ixrQNK!+C;=@`b2y~6tyL~MGyJdVw3 zI+ez}MER%H`QPz^6XmBlyXstb!sa8rSX%@l9mXXT$C^M{Nvwn(1>DL?LR&&se(d_4 zuzEEdr&e43*y2wwJb2%4E`01?-~Z3=`_1ooXYs%O6P=&G8V|hncYgB)8eQGL_|EgjS{wq4)S&{p@^xE@OW9sfaOKnHEm$`)v*>71(r0jVNDC?DTk(- z%TP7yxQZ7n%_wjI#sZkT1kqC{!T1^ug2=F;_5OyZIt4 zs+T$}PzRL$xYP4MyVYj%Ui%&HR2IY{M!NIoLfVYu)n0ZLkSSWVlA3Zy7k25%E zWh4;nE0=62DP(sNK=WwdMx3u%V#x*}4$nu<^=xQTRS8fGcY{kEHExb|A`Ll1Y?eES zPDcoe-r`4CR)M?_!rQCBT+W&=H2#4sufRI0nkO{}QaUvFJsokyTuxXC0f&twoM^XZ zYy-tji3Ah{Y-;Qt0*^9jmtzO@ZAm&$g~j&YwR%shc&{5^!}DTD|y9 zG;iId;9~Ohl(cv?PJg|+LQosApVxOgFt)`VN4-v~B_$E1)u?zjzT~TfQO0apfEu3Q zgO_ITx!CX3Xp^2V+b{zC41_e*)pf+kr;U^%Ebf^cz4ZO^@kMQ-@YZH4yU46nQRCVbfP!D zV)KXfQ5D%ZH17~pc1Gr2}C2Ff(_PC!qSc(B@9*FR=T z{pl6p6jIDtm~N%*+_v?R8xC*cz!T~^3Gc{#_wsB4G3nRDSRQtsHrI`eilhkVSEfsN z{t*#wyU`K|!_}pIPnCckOvcdC=geeHL)y$>IpmOmTCmrZY2$=i?qbL)Df$iCwQVFd zB=Vd}H>7S{s20NY>BgSK4f}ha*wracYLV2- z&#Mj*A;w%OCQZo4T${nn^U+YB<-dPE>oThHg@5bn^7R*gYwgIwbn(ser>F_5eEySM znuGF6@!g}Jsm$z47=SyfISPAw`Q3$mZ|FovRmL?mYEF#gN;Hc7J-t4=4y0j;&=lUQ z2%Fh71T8qgdR^&Y1z~K#N^lW5XE^|{2vLn(__4+YSN-ei0T!^gm3gdSX%A^dQvq1e zFIC0>4I>c!R_3UJr;^9RbX%)|3c4WwYKGxe<@G^wh340V2GMe6z;ZAzma~G2qqDJR z{ys;!H9JUACmp%>Zg8Sa)yNH=NHJ$pt9X`+1&DJMZ}tO>nBkH;gF1D@tf(zNAkB1$ z?jmBneijfFb|wKi`UKgsi4R1M0bW$u4rmW9w|)Dkf9seo=r7$L^2H~4uCi%QV{06r z{3p5E1qJWKFb(2CU~AmP*!80wI|Tp`Nk!x)>ckGHEJPA6JzICPk_o*;=>Q^#^BVgS z{gPgM%T;-tr+I+=a?ms%age+y)b>QAS(Q#X#ZUycDEO<~##8%X0lb4mdg~D9Ni$}I z2wV*Z9v~nN#vIPX=e5O%w+IZzyi+*3Hrrn}31etY>!(_?U>lrvO)nNhM%2vqGc|J9!;_Yuy9E+NQi)Mx z&NcSadxEG93Cgay^>czyH}8u>L=Jwxl(9;D{nN#Tcb!WrOyMV%; zvRpG0JOX~ESC!7kKDjR2STN8ke_L^T2tP({H2e5NK zv7Mr}YoSZZej=#7Y6mD4&d0>yB`$+aaqYv;uZ!O&p$aN-CRf>3Zt;Cax4l>7vM>Io zE+ZC(+7gzOjPd}>wkOW8$Mz#LyH%;cn>pguzxV8PYx=6dmj^=VWSt^CfaiXL6M|+& z5#G%1ry1-LS!C16)4&&X50ECw-0WdS1}(79Eifp#*=}&|8#FA^O?3q?PG6>^nu<4& z$f|49KT#3u2!NE^k0YaLCdU$ObRUMA?}&rOvXcN@2vPLSdq@u=1LauucW9<|mepPX zh&KNJz{2*zM}J{qd+~2P@Z!I9Yh^s(TO0r6-#0|^wTGT#zFeXX;?B}&qSl<1Sp%@2 zy*qgk?jzC78|gyZw(Y~mljxaq*bp2m$qDeqz0w3igQX(YhIGEP%~Y)5Ey8mB%2tC& z$okpVO>1CG6xCf$O(-tf<{s77Rn8OkK$DN0hH&SzcNL$pXqINzmQ)BsCnDa4YfBdl z?zUoFjB@9QZQnA*PpB@)9buC6L1ZRAjl|U|jYM>wf{BBJJa>8>DQl{Q&q)$O2_^#V z$bs42hs%XK@3 z04dZ|l9Lh@aumCh(6W8gQd}$Ikb|SgURTX=Os*wvpt57(SWZ{Sx<=x!a}Xd9bb}nO zmV}>qNpfqvtNlhrSDV$SquF8J8igMsi~NDjji_aqgY4PK?(o6`Ln(1Kt*#5o#dGT9`iX0=m>+CcRX*YpmT+&4O%e2(gAh>#KFlI#1kU{Qlo-ze@l0r zDMC9a0s2z;sr+?pqIJl&<&2jiLWJw##bSm9q5&%=6J*!;mS>s5Qa4!9rQuXCg+TuS z)+@#@{Wz~zZUtvAcb)Sq7wgPQ2~}Z^-CwuhkZ0w6S*<>B+gS$|wHhsrB_i4>I3~(& zAdB;{Qdea|7z{YH7Lx{Ziy35ZVh+wcrNU1MkN{&T;YKAl+(SfF?(90X-{$ZR)yIVD z8xGLu(-4m?$VLHrfbxFDvhgeX;R%2k=Z1i`QB{(~W{E695F}livJVqnDpFh4@9>gx z`%)C$b6n%!mGow>nocDE61G7Mw*pGI3bPJ-V2=ddQrwW`x)D+p1gI&(5nD=eRA3qe zr1~V8>~4W8n;ty;_N{;N_m3Dr`S?TW*G``X1m-K{DL(etF^a4n z{q(U(GDwo=NvV=jKaHZ93ABJU5R=s#3Cju3$pV{5X{;A+Uc!%z(P%hL#E(!OF+C6{ zd~kGlJm>j2riRSG{~lgH1=Sa|YG*(eUO-X7&3EatBahq`Be54j8!&6wvxERJo8 z29mu&>692ElD5T+K9vP^#pC>>3shZga!sb1-~7OQa$Sn#UE!LrDL&Xuyhf5RhCg|P zh!&-VVIde`m%3}g?~JSn+(y6}=eY_0#6(mgc}{@2^VaD$(AOs3b!n!ilruLO2M$BO z*hq=(EFWdPa($yo&BI}bAU#r|sSInlC%24e1DH;gCpjBGw)_~V0M<41K0vxKRZG7u zjsY6D!GS;3;NZSksA-3+W=}9W>X?K9$(`13Faqvd*|QNYN#{|<8YgX_3>Gi>n(v2-)w&;$aY3-I+X{Tj*h^?c(ZR=nfRS* z+Em%Tvd%daOvzqxgcvrh)nKovoNc?(TltRGk!6%)=<0_+Lzy{si*Q+8{mL+`?;T+} zPg40VF&m1(+9{fH!NJ=<_gmX`5&5O>yEwhe*i7qmOC0~n^3KjvDS4IKRhqfHikvIO zg{x&V(tSZpIFG1st~f=~CfcLj%V^>>*9~2>OKFj<@k@E1>u_Vb)e}(Wxf}RC1eokH zv`n#?uCx9TN6}|R+57W+UXX%ccrTEV=qS;P918DjGN4)paWtqkS!TUMj@~Mb54>ZB zO>VP9apHyJP33s_b1;GGTB3Iz%xIZ}OZpOK`mkyHC4V}_l+SU{6t^@TfE)zc%9t-( zw)JyxPXzM@^+XHg>JVa0-3g#XAfG+j-XQ@_dKUtfa2AXrNMU9={$T;};d2KZEHD^k zH2+0@=~*;zYkNZ(huGYLInf_X^HuJy4`w(}GdHi~V70qn&LUy82_Vo0#(YRV-Vspm zD+Y)}&Ea-NE+0dn2^2vU+QeILUrog*1TZy(0`4+oomM zwetTz^y>>B`t>6_-?2M()<5|32Nd|rrNCRy{3@Laeqiydch(Yjzh+~DQI%Qk45W+FbNnK} zw6L&T6=>T12#ooCCai!S+J2Sw-bkkNty>lLz%M)38;PP1xj!ORhb3FkR3dRPPgE$w z`vU^7MniYk`9*SI!6VuOOT0rG6bRvD(UU!&(D}BoP`fG}Da36u6qstD?oEMGH2@5h zl-R1P&APvW8DK10e7-!EKC942la%eWD$<<-zgIy5W%1f_?czUa1>q6+g)LCU+rvbtogO^0UoL} zLwHxy_9@cEF%|HUX*f`ZM~dBa2#mDVO0;*V6T$vy95r3Xg5%3s8cFe|@EHyWLkd*@ zqht%yVyQ#UF$A?n0zY^hUg|4_N{)Ur4gtx=`L{S^ z03em2i7RbFQnS880=JO*Ryff1t|F-fq265hwds+C&n^DK`4ul|b~B!>Y&a)>d}6HO zQ~&0CfqswKXu$qSVwH^U(;U|wtlkxhpmk3?m1zKqH@9*V$bxLEyExM5IT{ux7>k>{ zibDQQ zNmJ#SjoH$RSiN^QU54w0sAovgG_eN)Fy78|a+VM9#oWSjmrrAq zCvo($UOmwu`fF|M9raz~mIsg_^)JhnjL$FlL`2O!A(s+^jrvyZ`D62dH8H@3>Wxez zM26T}J&0j(no%{R_F6y8z1^}to57GxQ*y&QYrJU0J5A)4t>^y10_0P=Xqs~)CJOB+ zqT+rOS!<@*fiixjMDpof2#X5cnQ1FrjWL-$9d`3w`{2nI5tt%Nbt6sr6*J+*>=eXU ze&-|q@edzacwzC^zVLKx-0lS%k>U(r#c|mctvO5U!41xYw*!9U3uiHar<2p0WVYJ* z!<7B~_DJ{8tH#+C5*MfO9)g_=$4K@Fth5pl1J|4#Y|Zx_m>b15wpuW+$+8-KKI9>S zx9lH5&(e@&;O7v%!nwWpt$)VuWh+)UH?9jwtWW5g%K1Y^HZ~ttf0~XPY{IC}2=^kl z1fD?pARqa`O4-}6f?Pnc4Sck8Id{IjXxQgqLQk7E136%LSp&6%Xv>dfi-$`7y2cy@ z!Y|~5agPx*y%i6#H^04$<<5T+IPEg&!t@p^T6)?zp_=~?oWk$OWGtRCT%3T0=5t)q2!P0x|oXLrB#&v?OfON{swav2Z0 zkr)uJ`obo>+dq9q?DLNymsGH;$Mtk9sMUi(;1DsFi@gKFbIE$~{Io1nlht!?LC8f5 zUV~sEE2UUQm4OnFli_xj-lkU@&$71YNVQ=C-__Jd$$w3)r_F2f#LH-yr`33%)rrX= z55YSASdxT&CbeHMfWs+eNH0ha7jg7XQcVdJuS0q8$qb07SCzYIq}mq$6%-)3pPnIN z;i~P*Q-w`X_yfB&hCxl*I#8mqdZ1n)utd_yiMl}5%Uv3S-XLf5d^~!uJHX~bfh;q# zTwpjluE>ZafG9$Nzxye2m&6vFI>mjwspTRy2XY-GUMYNyc?2*q--y|4F_E~9A{N8V zTS*3CRdm&HO2EEg9l#MQ>)XJsTZ-VxIh=AU^G`I;aupa=kncTTJS~ImO{gvvksoLc zO|e?y$;J}L2o*pS5w<#%J&aidaEj#PhkK}eEP6~QmxwJ~fj57{@97!V+cvmc{df@q zDny%0X=WVl4 z%6GP{F$GF;u<30!>{mNfeN`MQJdi2rPp~_(VuuMDIIH;o{m(Ca^dEir<@=w1;NShr z_4qz``v(;GD^7veR{r4UEY!HSvbHIN|AW**?Cc!0l-%S69{>3K&SyfxW<(+f1Iwcr zTmEX#6fkiF9acI2D9iGL2>A6Qe)K622c`3==>d)M4gOn`pI;HTplSsfZ{KAyD2Ol# zvCo?mx1?|+`hXFxJoC&WZ$I}3Uo^$|>t9f;n*w_m$K~;MuTmLe8rZoY04?_zH8IC0 zznN6A(|U!xBnchXdzlN7xHlpTbcLqW^w^oqXdBq`Hj@#E7ls+9I!ek5ItX2LvGb%pK$zC4gh+-zhzOGp9E<@&}B13FM`=|dQRJZ(gN%=x&Y+>n*RmWJA}3t%M|)P ztGUD(Ugf6o?R|nI-tz=40IN*$tQ6IDF$<^4+>evGT$nLW?eE_uh5Ff>gm8-}wK5I{ z4cqRZsfWueDkeROK*A0%2^kogSQiFa=f*q=v9|JX(J9Q-5&r$in90FKqlNZV-ALHYVh5IQ;nJ|Iz{exiwDI$Y1xo z&+qz)eC%$1TSP0w=B5hz;|a%LW~B*~tjCEWdutP1$nu87M@h7iM1DI?ljzxVG;H8t zQ+QnHl0e-AuZBi-!g?W3ecdaz~gd<~Z zf5{*!k{$<#-QJL6M2GN{dKa=_!VWesZP1}}j~V%8?_}eDrK5DY3Nr<7;JjU&G7ix& zB8@ZRVO|{dhrjy9#kxAGDpx36Apz{VJ#WP|FXEw5G67CCfDMhzyo6=FD<5F)a^B(u zn(tUeB%{2&QS#kYT&MkQ#chrU0$56#8o;q;M^rZ+rwGB$IcODpcJ~7aJ5GwzKoR7m zrb&B_D-`m#z-Lrg+Q88BPFimAvY=E(@InN+IIaGTZ0oiKi&}pB+8=P~@ZRFrFaIgd zN-I@;oM3`Ul3a7}&jT5)L26qFO^5rm5I&Vn#%f!loPATB&AtvdJ6TiR%N^7~?leB= z(9@u50-S<&xcZnatX=g|CH>hC7zNxvRrM{(qA*mubox>^PN6=W25emv3Z*$(;Ji7a zC`1&3!}UA{!xy;r{raiOvB(e?5D4@)A*SHhZdoxFVeRBkW@Y_iByl9^eTdYyaW>E% z32R@6%)chjD{A(s2RDCbPnWA{D}YrLBBeF-ZAN1AZU(9F!|n!I1ZdH?bHdE(v&M~W zDZ$#IOKX6KL}9DSA5;LLW5XWFFG!YGB__gMRu4rZbMmBGTQYmg49TT3a@{Vws?nA0 zhR}H+tL$`7m`v$GTL$AvMk*Wx=d4CDgY&CQ>k_xbzdXs4^cFvFvA00 z;kV%7L*Zu6KXx3{Q0x@*W5acsit&E3{mLgVHuTL+$#usgyT8?-oKP8EQ2#wsaJfS7h$ucL07>Y2FTT<`nN63Lt zd4Az)l2y{8?-#Sm_c%|I6RE3uR|9cA`{izTCuMhlJ3%~bQ)cbmC{k7Lg*yNh_ z?;fr|NQ!+fezA@}BJt-gTcP8Ioi{Zq8K@^m7c2Zf?7eM_rRRCyHx#KInUrd{h0q3$ z#j_hYmKx4T6fH}l>S$(PxVv2LF10h%in3Mb%*@%{;m*$4%nO%GJGFOdaw*XkB_l16 z!VZvF0gQgIixfoy6e!}fA6g&)Uk?o{kV04pFKPK?-ROkolc-+az8Cs5}1UIT~*(ckF(QYoAOygT#9gU&JlYO0fieQH0d^CtzD@|_!2Nh9kfNmwJrdl|tZUz_x2(43l{ zv2wH#a?p(HG1};7T}yEOb~$Nv&PCT&QUsIgl(5@)pdsr1@!o!?%{o+J>O{2c|Z82Ybdvx!OYj&`` zJGsQ2)GS~P9OAZf)55pqNHWu79VUK(^Y0yO>mR}l`$rXioy$+f*Y6@oQ;~%Qjsi=iCIpF>NBbbGG|2Qurt0wu_1=smgo_LG?fE&RY? zB~}(H#&B^%y}|Y2F|#OjNhb@*zI-1Em6RldvlKT}h_nuC`@7D?O0&8a1o zl2VC)glw41!Vkw;ueEWWwf(swnqiW>+?xvj-hrEyJ6)J?LZ;_Q(+wCSRm=s+by1Y- zfM>2v$)nW)&I}1B7E7fUJPvj7#mZ4n&PLBH`E6I7ch&%zWDj&d#;xRctd_tr=q_qL z;FsdCK!-Voq78y;=Gd>E#L?0GDK;@5!~`c?VmZk|D<}!Vqcr$PuUw_7ga`09_EJn} zW$JKG6&lS?wp@(gwI!k*uKaFA3W7`@kAQ>fH=(FiIM?yh^f{YR8$_s-OKvY7ADZ8QK?boxLsXOy*O7^tkPF- zD8Ioy8HMjMh=-{frF-w_HM=)~Lo-X!6Aw z0YK_sVjME$FKp75fmSg%vAf836v3GMLcveTm>>4H97Vf|(K28h%wkxp5oE(b_v3ZE zD&&~Q!H20wXxDU>j|}sqyNW3vR@0%4YNTJ5H5;-uCy}g7jsy5i-A!*4Af!>*iL;_^ z9Gk;R9Gl)-v}*^AE$2+Y{4NL0E5+(X^FmmL4&!!P3N_~f30nU8=-&O4#}?Ke`S#s) z2nX+BpU=`{eA%Jr7noQ^bj9Cc5`wP}ovUbqE9h9E=s#KZ=spe^!p4)z0Z`v$8KC{t zDHE$Elbmv>P^2s3pYVN1m)WP)_llD%b`laT1o(&z3TtZo&R2Dr86k?&@QdYnLz6NoRe#hMg_h!C#o_wu=pjaw z@fu%=80DTaei?PJzx+anp z=Dyvezw9Pq({{fHHXP8Ro=hc9fS`4VPny7qz$Xecmfh+hG@pmvOfF&{$e_LnnO_0d zLcR@bJsx#5w(t&`8aBJYRCA2!XcafMh65sZ1nTkN+SH*{%7aN(S;ne&mElE=Khoo# zg;*06eK6Am-KH6BCTeh@q=OUu8EMWn_W~4I=#7rpB@K)6Xz`@XQ}5#U#ka)B*_*K> zO@6P-bd20Mw0OiHtm2gUIT3UXNd>4jtQ5iVT5I zP}8Q~nUjZXxls0$M+1*lU0MH`X z(``th$qD>Cevf_?kApfh|AP=ms#CmbQ4&xN&UC4Q@$PHe`ogjjmZrX#|3*GRH}{Fl z3OY1d6bk$i%7;IdWy-}RtcILK!gR-^O z5UIMFt6G;HoeY{xHu_WcwRxU!B04spCwA_IM=2%?@ z-49M(n9bouvRH)_ElCv)&vQ`ATI*bsH^5B?C@G)5cMs?Jz8MT`X@DM0eTZw|# z0wW^7@!kfm&zz1^(c_*wqK zo^6wZyeJNTWuOF;@mf3?*c5n!{|HlCg32NZxAS>*O1fy&(VzwG(92#TC3sgbdDio6Z!{UL zC9(C)k-id3zyfH9B|7HY)jMEKPedOLSk%k^dPfxHJ@_M`gd~W}SUHP``xp^xr`t6K zKDw3Yj{Ii0f%`f~p}Q3jr1s?g#C|f?5^-T6aBN1_+UpZse~`kN&;1bD#E%@q_%e{% zEg+_xB&d2sVOXzEZbNz$WcN!#6>Vk}A0h0+hmq>`!DZ@Sd1bmW_&s_s`!GC3P^0s3 zQyW+j)l*8}YcA=}W0%>O>04fn!)e%`Wp*o_=rI~b-G=H_uxp+nGkd#}Okv1I(!74i z%$jad8CepTuVIUEuP-vOKznTOvnNIufnd_ z58r{f6^zw#Yd$cd4!Krg9)kG;d>-2dfHJuUkYJP?K+-BcPN)VGXL`x6o;HZ3ivdYJ zOQ-@C%Z8v4p1H*5VK*r6;BkWDx|y0*{Wz{kXn-KaT{wvvsU~a}4oQ%RnYPhX>Q>)% zar^pV{p%ENM!gDStJA=vScV|$RtiB3od-Jj-C4z|o8WN`e}G8=n|6WB3>8-Qv;J^x ztwLbKR;D)Wuvf%cw=d?&{>s*o?;xV#t`py@+gr%h+|Yothh!J>uW*9fYmruJu7(PQ zgS&O-c4{JKL*;Y@A0oD{LQU5wzjVNIpfiq(`~gweJvMsi!inUSdETO%)>*a*XRguY z=Gw=bIL44qMS+-6-N^^!yl7_b>4~G+iWZm}RQLb=^Mw!p@`wJLNB{YshADgh8Shiz zeG2?pQQ+&>?*Gc#v4tnO#^~bYIzi>e^tF{I-^|4jOi{+Rw8&YVu!X+Zx2X077q?(RDlKq#@16OVPxa)(Y*w2DEH^NZG3ckYKM|#N4VFmD!yI0n!qWG z!6?3#Pt8UU@qLyU6RuJR?yl*Tb8~ZcwyhW(8kEoK{i5n7w3zBPxE8`|Y_@wU6rQJ= z8=-u}e(Sk-re%E zRvZo{P*b3*1}7el{R2q!??8x^@+R3ye2H%xoZN?Q5RTya?^0T79(#9#>k|e~F7?8g zV4a&e*q#;EF-uv0SNGMwe24|sdh53PY|_IU#QcHmazfc0-fH0tNwW>{Pj{a%>m&$? zIJD0={{u)9;D}*&?c8i9zP37;(;tt%CH+m%#MFcPw~Ryq@)UF zF55{V%e2Ov@=xYk0%hZxoR$<7pMY?@Ul$&n{a&yr;>~4 zuYrB?;x_gqg+(Gjtx8~a^`hjr9x)075P;-3KMCv<5BQqcZn(_Kl*o57(K)uxPp()} zP$fVY>Vu!W|0~ZPTi9Iu=GrCGnQ+O=OtIQsLSKbAsRg2nl5%=lSP|lr#QrOz|M_2| z4zIx3slMr7m0KbyNvrBRaimH&MVzTA=|fq!Mkg-ag=AAkpOhB~J~SH$=Yl=9Y_#WS zhiLHRbea;2=L~t!p4U_FAR5QEjC5eUFWX8*%!6R0z%P$&6EsEK z=n8u(Iekzuq(8;OY5=s+VF3cQpe&GD>FF*MG`3dWCO36jy6VU9=0Eb{x+iu$h zH3pk|H(yHr`tipJmOWgD;1*s|Yyc3T&=+*T^t&=cw4c{~bcd)HHRo(pyo3rNY^)3i zMIC)zgkc#6(u#d0dyCYWa{}+eqV)jbB1;m)XSDxyi0s?Azdu-%k?K5#=G;jMN+PVA!E zuq`Waa0lyJNu7l2ne>)Wm?w#KuP3PrHgR!IRA69^XMi&rgVZE0rUHVH9*$0&p4>b< z0SG}4J(se@6&>H&03OjZ=_4bCGxFfTxG_*sa&vX6mW1{E+Tb1&(8?1Wv$`k4fo6>8$mG0qUmxoKL}EO`;8z@>Q#mzM3MEKh$x z1(Ry%cwnw!maons&&uhF1t|V`HAeI!i@&_^*av=X;n9Dz_-h~dwI}|IKdZRq{rA34 zfj^D{_n&xUiR&C6S$yLME>L8K0FTy4c04GaH5#Rlx7eQoc`X+Xq_96SLNt==Lz$?MNmUb4hZT`gVZ9?^{K~AY_ADu_Z z5k_*o>XcSOCWkk(w$Je2;n}Fld0!2u(P9KIvBBh84Xzp@rd9cSYaA|)c^h6C^|eZ6 zFYd{vY8kr%cwin7Tc9tizQT1)P=g|yy)T!309`G_^AEpF?B!99X zO`4^!Q`99n-n@BMb<3nHHNHMzyWJ+LQOn%}Fyd_{4KU}1)$UH?aW}8J9IhZihS zel1JCHl`knTXxb|{?t6t42-YWP{a@hQ{S)XUaeW`&Q&|0826yLDcyMj`#pTuI5sj{9y~T`D4->)`N65#pjsP}hl#%Dv zBHV*KS|0gwK3{H1nc9vV<*D(fGT1sfCTv%03}8*IKDE(DV@+RoPNEL=p@l*Kt?ARB zo!$NM+%{}q+o?DRrY7H2{(Rb`0y3qOQAdDZQ8v+1lzbWCY%AA0#@(8y9ey)dk*9$x zGla42#PAI>6^c{S5o3;z7G7z{Y${XEAMQHw!GH1wQ{$*)dud+%tvuN-&S6h;Kd0J( zhZJD;Q2BNxO!STQtZ)Is0^`H2q~Oe_5%UY3(N2*vZZjwNnHhIF8_0n2s}^`&D6;it z3|}Schk-UJqe6(Q*C2NNh&%d6m0?*F{v|Uo}AU2ToFMo zogY?bQt5a%Xjgw??z-lIGd;y;AtqRmCoCB=WJ3D(?KTZ4BudBG0O)0h=rr#$&%#ZP zCXt0(2Rbs_rVHuubemMcyHYlXtx3&@JY8KU?QJ$}A?9oRyk7>;Yv5W@y_Gk!YEqP? zq7i(Uh0o8hY^IS#%ts|^d#LOg`*Mz)Gx7&ScNRbLaes%|Dm4H=iz8g2$#F81sg}ns zx2GGn!+coQx^vuT9%1M@grI2>$)yr)T4PJPc?xY=eG9FOJqdnIB!b@r(=~6}q_f}c zhobWC235(RTO$<49~J_vbqe- zjt3BMsDpcoVqm@u!3N=DyEP!f0Plc0^6y)q6EWiI56tTFvYMOqFo45+bQBvKG-1X5qZ#HZU27?>56c4K(l=jngr32l8`N0f zZch%`Oy`3{rmt!jIc#l-$UR@lmEyxqJ;i-FgxPge?F@Q(0jGrFvQ3UHInWYf_e*Nz zp}eR;jFeh|xWQ+|2jY{u#@4xpn6D;uMamG$>lx;G)k4M|++Kx0yh$5+fOf%2Q2Q0s zFtSJX$*Fm*nIITN6d4hI=qbnWO%`kWP4{_GEX85?%4QZInMCqz$_K{V#?1=LAj{`@ zFJ&=guEwvzE!la<%%AFV99jyCbrN#d{2$$SU!QZkhFMHva+l1e2{mdNt)8Qe1~p5Pp8oyhA*;#pu`CxNRa z`*{s3W1;Bq&i#KM_|b)9CqDd-zVA8y@ctbD-Q{}!zu$!d54P|B{jVHbxV-r8BkO2N z+ND!ciO|w4WdrU0tq#9Ey)yb2xk2Je zGGhjXqENUw_X+XF_9GGs0EKF8EJ>b2M^&5DNx|!ZcRH&KP+tsAu}}Qslv#OX01)+v z9bu_`2MM>*Vt_KpJe*Q@II$?VxCOWvOjzMBO#$+LAMLmKgO+Ys{^;stdvx{iHTG?~ zgGa;xDXrBSh!tr>lg$y4vN`^mt5MN|mBw~|nKg!GD;-#%puPizJ+m%dhgkVEx?89a z<0P%B2s$wH^cm?TWEnInDuZb?=Mto5-4E1sm17F0)cyepdZmFu=R|;Ot zkvVT>{l+$Rr;xTf>~}a}jN}{zYH7P@G(6d|OujxBcE_~tc>Ng%;R}0XUD4_VmVOo0 z>HRcVhZ;vaz?<%sjeB;yqqv-jer(N~>qH5*jLXT@HqS?AbibzF1E_IqDo<pKW5ZR0Z#{Yc?_CFa`@zL`p8WDQm=`xYLxSt+VXip~Or9jecIXg%BB=n;C(ct< zi16~`6SUgl`>)}w6X~9UBm1bxb#{8{904=mp|Y}J2PTD6kbw1@pa9G%?KzOj`~+Sd zc66UienP)A{;(ubsMyu>OwMJxy`%rbF5`^6Whe#lq%N+m%qq3b#J*5MQrqYH6xoS~ zc2*D)i31yw{;!J?y4J3w@zHAM+fICpC*C{3fUKJtl^LzD1j^0_5ZfsNL=<4tUy|2)X@7@)Nj#*_a33{I=W~oRa19Z`r z?6*MzV1H}OXK};50=UKbPQ>MgHK2H=ll93yu3)$c1&;>Dqbv+k)eD1QRkII%l>2$9 zw&oa5?Hq1UVlsd(EDy3f9>C2ZAr`#w4NOwqaB*Xs;+LC{jNu_S(zIew4l7$5+{hQe zX~s7PHDVN3LInx*9rCxV_U-BIL!jjNNsuez-V&84fcPya7}M&myJlOqMw05LP1xEX z8+4INVJ@C48T^lG&VjZ^#m1dh=~r!#WC67%LNNu=EWdU7{@-KF@-vISuy!`bbJCf@ zx$l7Icc=3_ZyQ~pYt7b+22Vgcm%BNI%ov?iAMk$i!=6E$C}_NY12CcbY}j8)32R;* zy+ZhY1A<4YhGyk2bGY$YfmypeQJ8pUrOZrHjVxTb>rtV~0f30SBH_$}Or+X3%X zjhu4Vj1=!-vHfn<@+WT*#QjC(@L!g}G%f49qOSbacxQ8(%bV~m@wL(8 zyc`mQEKoiyR^7@M2Hd4m`dgLIhhFwUU!N$Ho93FzKUH&>F0a z%*}PuNvWc;cyI>`E1-bva-BkoE-MF?HM4a~KnfSA(||+M)~vsWL^(F;WVgr{XnNZo zo!_0pWj^tO6%r=iU!GDu!8|99xyg$viYbivqTJZ>)Era5U*cxC6tE?qN1Y52djsC( zni+a9haifqc&dqr;*`QD1yl2tquh})1ydPz+Hs+2YiN*_ZeTPJfPo<=E&e~Z@WeM3 zfAg{R51jihA>aEyexCw=ECqgk@!sz;viADogCDM`cfb8}f5#hC``pB5TM|fpaZ*qI zMYJahWM%YB{yCon#L-!Y$jAn9T>oc;xXJybiB`~=msoA`zKy@>RdA8dtE=Cqgb zD~It{N9H!FMwIt!Bt{fV6o2MRsEXUzymJJ7vHI_IB~?o;#%dMG=jhecVK6u;eC@N<2xslw!?Vz7Zi?ORPCm%oZ{X+nviMn<%|Kb=r$0Z- z{6<4VUsCPWUaLmOVr;#Nmtp&Vj3VnCpxTGVZ&6sh3w?KW28WvFDxy7cg;6V1DdWMp zKigt?UAux8sDE0 zh~LSr!OLe;am!l>bRQR!Pd)wl&wcKx(bJ!6$PEUwf3JJFJf_(iO>y(~YE5j(_yCKS z8?KeTdhal^E&?QUtCw|H>;U03)}-#V<_jnob7jF7#&?NVh+1nBTP?vd>bM;P z`Kk#MD9u^;0fTr)-b1Pw7mbxAEywO1Ht^-9>ooQ{JgxDq;WYgfzMHd~6mS!dB8;7YdsrXah7q!)NV2@pW6sm?1=q7d@ z;}~Jb=?-8qhBc4Qt1$WfbyaU3U< z8P7R0wHZ1EO{)K93}mpH9m7C98!zevn?!Ne2vxs4rmmBceB4X^Vz|#Y(8eIS+bPCK z6(~cyswub;iCvrDOmm1D-QWuqQNHRc%HD9 zT!kR#wzPu~r@HY1vWIsJ87hfY+HUv47xtiZkFI!>b zz>INyXyTyP4-^ylgL=bS;W#Z0chNW?yqi`@7BoN`Kc$IOzU?|NoHB`;`63@S(=wbX z-$g*g6;p(2T@2>p@9Oc5CxxRZm0`!t!YvrYC!r5W4 ztF%-!k!vjI5nUqF4Fmwnz~nE};+zCCFO?fvTvD>qVaPB)j(DLmk6NF$=;p=q2-kwh zT_c@9{r=TN)ci=Qh0AV1S?6+vtaWfOlc;A6S!cKXaD0@ytvxmDZygD)c^L2-C>=z3 zg~8n%ObXCotnzVq!LS*en;x7*DD+C&C=#R%5`wrO6=e=0Ln6iL9&rhk*eXgcam8f% z|3C1*EIj_Ji~lYE`Q#rP=34=?n2LfrVxO=Q=|lNK3s#E5>`8qY&OgSreNIom{~zxJBy;J?3g608r2$yk7-c< zP>sY`H!9f5xnWa|l;d4uy*?8=82W4cxV@ZT=C!l+4;dexm>Z`O}Ke>MuObd<-8)5Db~o6$^0ks+p6_;-lW8}0Z73OPYTjsAE0J%@xI26W#$ zSi%w1?=h?=ej!$2cQu2KWtrKaDEjLG;u1e*nLCw{81_o``+vp^yc^npJ@-^SF zaRxoX5>98^{s0#4lPJ~ZW;fGX&dhe%al^Atc&ZQy$O^S67Vpk*qSMB7q#|tmWvT$< zG5KT=5&xFOKw`pCvX&L9H8J67v*D^kQX&CV$_KKvw*3mnw6Syku4e8bFt0viHR||Hl3A zeBs!_(&9TmaEi&Y`00Ojv`(P}$m7bB>5KhofK|h_Opg1^ry9(I56vprbb>;hH@0t* zi+Pv0)GDb)IfKtJYq#*34k5e>_?qpo=EAa6Pk4!jHiSw1f&f$etnTi1C!^K#%jnpw zPSMEE+%v%B-qdTVBO$9hYZN(xcyh;BR2 ze(kI!8`NfT6+;qAu$*%+1FpW4yy)6ty}3duTSC>4!9`sC{2iivtI>=7Drw8PByOyP z9pB9)SGGbTYO{hAze;I!?qsFSK}ZWt(p$2ecx#L?DB<$?g(qgYVAxfXx2JY2niAYu zuqFLg&$o&eSqOeY%Nw55PTGnLvSzPfXMFJ%%uqweOL)3FnKKQ5VDUVpNm$$KD)=jb zI>1i-I89Wogd(-f9$F5Ff#lpjq_dlk%lLdHF*F2ApjJ!V*uD;w5jhy!B$w65WH~^= z7ek!gFMi`I_rLRF#}PCm5pp+Vf zS(@wxK5G|Alr>{-l=IB;@ZgMeLs;VjB!Qx+0)i@+iFRt#7Ps&vK3PN|q^uTU4wG_c zsvubRz)p<^`9^ZZR`CQEs;Ta;62_FCwmNt>RlvkT#NXoO^>Cp0Tm`B9<}t)F8yi%C zS?TPN1n6di#+P&%D2be^OC-ZfMT>z4Zo`B+v~4h%R~=DGO4I8mBuWSd5LMy?Ac*(i zv2Bnm4#K`l|jRCszgr$wC_Yz9`tFru{y(2-SyD`|yxs?|j0_9+q*%m8nxSSV%V z?4U^tEU8|cgZvr?F`7R*fT`7`FgQ7?LE{FoBf-C0If_ckI2f5{wYh7UpvfI(nLxa{ zG7CtIC4-7sHo)hqv=WkWjg~`hK<0u-M|5rhFl~jtg9uTl2115ZQ zyM5slAPk2{x%y;@n>N4v^)+*W=~)Y!UAh|sd{Hc#Py zObkt|I}h?C%Y)>Yl(|mB0)3OAeob7VM6B(?%$CXZ%-e`J0!c)NnaPYhaX4DXYgOIw zbc`Gf?}t*95!5)CI{`6n#--^Ut{B9jRui-<4t@76j+H{(UN0dphcx9lwAV~-ZPW;K zMLU%wLql-lbqhg=_;(#XJwOKqbXm>0kQ zBWYb8ojB)MAmW`}l8dSD;LlNBDo-&(*s7b|7Z~+KWfJCRJo<93xu#mKC*M)1NGcWM z%Rhhf{_p%p#}*D3-~Ord6sR1Gt~#bl=36HM<3DuB-qZm(oB8N4EvX9oWT(4d9G(Ai zpHzIFk-?MOBp8Om7A}vEuZ6^+iPX5!Nv!wqcExM(DSDl9fs}p54#}Nc_4G;cD>*5A z@KzTLb_)u|_s${DbY4DJx*3%y=<7R3V!3?%KgHcp5Q3Nw@m&Sb@tX;uDE~uHER9rR z%38Mv#xK20`#BxL=<&??Y!Aw&@+fg+j5OBMRWr_3hX(N8oG`S&FV15yap0;POv{`y z;)WaoZ|sy(Dm^~~>bu9mB7#2no>WqhU_^&QSmJstW+29GVVFM-074WG@IvO3%qmmcZs}OewG z5vbsKHpfsg-W^1Uv&t-WCh#)#-1%|%WXZXtu3wMKkgMnW!XP^g?~>eg4^-P->dpXD zz8ir`K%hSd`J%`I3j-pMBwV6rD@Ef1Oa>LDcM_NhPBdcRSmJQbIemN)I_I7ls}JH~ z0SdIXM)`?BdMF~Ct@fVuxrReHa}2LZ2?MOVL4QgDAPmon$+sF z$+ZzyN3dsn&n1711@cB9rnL792D znp;u;oFMHxB?7#bLAI-C>=Iv@#Fr$*}HCh9*Ei{2~m&6`|LcRrVC^fQ@xkR!gcEHToA?+7T*^ z%;5&QwPI;?3|zp?M>ORmu!i@61M4}t5mjx^0qPA05i3)|2RJ~CUCbFxN#q{tt8U+B zyW-{>NUzN$fiBvL;Ob%164NdB%@PlyBkJ|RZ2cnKRr6t#2V8-ygWOCY4kQ`Y>ynZz zHA2z|!68J+&DT?Pe426;<5ZjVIYWalc0sQH}XP7-=S&ByJP|T_rAZL)VOk{Iv z#h{^T65N`mAn0a=Q?4I^(>^s~ZS394#=PV@gmHnl&CtPZ?EC3Y@#B`go*U0dA|zJ< zBY1W3nrgn&%yt{U8?OtimTNdTZ|a^zSE6d;49UYyt+NO|d4_<>T!(%gs+OfV+OuMe z?Q2Rny09TtW-~IDB`toeU1yY)3ae~aod8CV-b+2W7@jZExzs=5w|zcYyNK1n9eZVm zJ0Rt<_ z4bmX_Os%T?|DzvTc;a`D-GB5$kNunP{lNPD9lTG0KRE^7di9Ny#-qP*^Zf4N%Qz^O z12PqlHr~nT)79pD3a1l=eR4vTdsR!mKpnD*=$);W8O?3^YWG;=3Wn8PkWjO#`1YQTi@nP*J#=akuHwsU7#)_w6YQY=3J_M zb6ZUJI{>F`7N9G5mcC{8g4%|A&V*r^{SaAy6+(2ppx;JoHeZ|SQDBg$p-gUO6Xznq zf}VX<3;2nLsRU01vNA42bz>=*kxlF+oHOe)@WG%;gqoT{ItA$6g~5^l<=9_x*mPCv z`;O44$f8}MlUKtp6{_gg&s21iqqHHnb#HWwY?UK~21zbC_-l_r0=ocE~8!8n_vQ=nvNWyfSgaU`Me z(5a3G#Om}V9THdB;yc^vWA}%2!xMfR7Lb0H8E4O-J{@n$50TSz*%Yu>S1*6J4xEI< z4vIo~JTQdJM~N}zHV$QW-c-ex8{}i!Ve4I(fr)?2uQQWBRT~8`g?loZ6K=2poVyHl z)}Xvq1pLpH>Zm_eXE_2KdS!|-GsbnfE{6vXcV0Dm^5Yt_`1s>>>^pE0EEt9e^kCxX zGVzrcgICF{fa~Uzp<=IdiWLXYc?0o}(4hh&mRPu(oBa_)XPq|+nI3SG^CJrOg8?XZ zqF#Lr-GNa7TVCZx1g1a%THa!wG^f*Ukz~`?=;~q0fDb~4nXdjbMG6UC5E&MhjUh4Jj5YcP>4uNRIL>Evyc zb!T!m=7Q2J74)Ha>){2~6{FF#NH?uXoHj~on1x%eu+bb1D0S~N$#UfsJOKCxLiD0o z4?Yj7^%Ru4g)}o+2XSsZ7~P<@JB{BfWSBrwehyaeslmJCOF=f>xonisgmWCegIQ%h zM54cJ(n+rxNT2Hun3{_@--EJTD0k!}TO`dZY?t8qRD7({3h3hU&r!ACmEV`|&qElS!htUaX>qk-hUP$7_!M^Gmcb(@;#fURLhZxz&ru zgO@oMp~~FxcK8D|E0qxD#|6>53CoCpmXN5maY0IG<%BxXsx1a2(-ECGA7j;<5+bT9 ziS|6FlqI3VB1#v9jSvn-K5}Gm5;XT9YpEUsEq@@9?%hH})`L1kwRRcs0T^%sBgG2J z4|k@^sjoqNsO*I>Jiaueo%tbUB6hu)xncXCI2(P11 zh3aq^0=D}6xV%^3hFFcVX~xOBR<(hD2u0@V;P62^vE(&W%lY0hH?Fu;g6)g^%TftO;Fx z#pxjDxDfLun990^VG*T99Cnv15-=#a23G~sD`RXC1}Z2^k0}DheqaVv=`gtm`N?bb zEa<8d+^psCl@{hoA#htqK_ST<=3tFqfHG#(!3TElW5IADPfNKubGc^MYRPQmHUA^@jF zw^F~Dsv1DU3Ghp@Ua4Yb;HTWr%9^c&GAJW~5E$ujSD&RR4?K0fHa_YD`8jy{jq(ct zg2G=N{Wbsp!ACy1@Zn>N|NG+ZV-x=P{y*QH0&hKi@0~-Zu>Qhd)6krOAM2Lfq>P6F z^H^z!FK4ExrY1w^vUA#z>OfXlL_63cP^9K+07+CTx~&FoBq#`Wo*Gr%S>y5KvZCuadkQuePVoD-jb2RXbIMvK z`XuZ|-`=1eqO=sjS1R3y{QO*BaE5m_u=1oPC<8lYAx@Q@hq#26Xb4eIeePDr=9`HJ z*e-5$+WMPllxJ+)?*5E!7!9l^dVnXi&cP6`j&Mla<2UfFHY?9}8>!`v7h5Hn04;4A z4Qf6&ANN7e;f0W-VRD%xLWtxrQHOq&mP>*AK072YwLM=44EhqEF{GzT?s>Goo}KUp z2@#geNAr@qMyH3@y$TnmA*|K4NuY12ORB||ugc)SXHE}cUmhB&2y0>5H@;SzT<33U zIW&yH=smbBpq2MRv&zA}_1L|4u6td(Bf|4-lj$&dd5o=eu#Lpqdv zd|hDn@h;x|I(Y(_)x}dZ5ndSI!U1<&779+UsIMjG*yh>DTP8zOohGp?)|!vqVtacP znoqcB+Ih;MW59@E@9=!+S%tY!knl$*PYcV_Vpf_RiEY3j?TqjA#^;`3t=jOyarGoB z5XT~=+re|#$}jm-go+t4U>C7A<%-WPFra|H-F06Ey*m*UoKZ-N;PQ-+48psjlA$_b zeGhbl@tZsSZi5or;7i9n#e}GhlA|d=;#NG@1WyBzh&AE_ z)y8!&h^2j12tRYg3}F%2b1S)a1}_Q&si{Ucso{jDFq#HaoL z$?dyD%PUVRb-(}Lan;3`vdHrUlLX|AWvY4^vG2{><+C;zMUOa6_kI-*bv&73QakQF;|0C$+H57Y8^ zF#%2&`kLPJhq$$#1f&szO`Ehez+7CaHw#syk;}%N!V3+1X`^Tr!I3AmUw4lKUSTNZ zCzs6!kbP;{D#m0h`;grhaSyr~t*ZNL>2g#<-D*V;a7k^+Lwx^JAVs0F88?|Q8-Taz zpJK>uIRw5ibF}v;@7yxm4$(6Wj&hVdoA2>5s)Z>IqyDq0m?X+d9m2=A60h{}0xZoj zVk1yc&;T21Eiq;H)d}m}9hp5{CL^6jl(wLEE&^k4{XorHr6KiTDfFv5UQno06hWr; z#}Vh8K!@m}Y9ZJ4`I;dpoHK~KT%d%6ce_<|bivtK*T>){-oMEy(xT^Y*@RVf7z)D7 zX2Ymb087S|@B^9LkM^0LBY1)F@40oHL(69{`ZslZ0ZiB!Pig}PFQur6*6zp8l{)KF zRff2WqI5d*@!EY5)-2$hUP7;Ji6OU?3HFI)CD#atidx1O;+r#mUq<$<57f3=1>ZQL zdgGGpHVK)5j=%zifd+_V3K-2}r+2NR9GuBIA0dz%VuBCeX6#j{EXpS^>nn)%}S%b`^V#K|! z13=dDbzLArGXAXSvQ(vMiZpPAfIZ%mHl>~356%o#;1amIw^>D3hP(0j<6qgveA$Cd z?3P+P?w4Vf2s3W5a5|1WpLdodj`r{1{K6_YWA6GnO2>GBoujzK9eD_iz(_cB>J4^~ zNst7D7R^%$6utpR@>FPvE_51agGNI-S4$Y6GL4ec@jy`nii=k|-*iqniIIVpCfHzM zuvD_=b>b<-cjJ7b#v>pD^(zS0J!KA?lOy**v|1+@g1fO&j2avqlPu1)^TfS&Q}aNf zx!A`#Gm9elP?g~1#AF?~+@0ZcQNExy=hek|d(*oFGz?D26*T;dPao3y3i_(uu>?wj zQ!e2u4BYV1;`4c=EC`{A``1CYBV38e!8~)?S6f{lpH{3f5+rE~Bw_wGH;RSexQcqF zlsd}Q`H{p3_NBuSUb1@GC3rfHFNQtGkOs~T8YX5>}gU20nM5Ah#U;9 zBSNv8!^GqWWR;M}OJ&P7%nm4PipNA}4}fZdstR4;l8CrgQC+@pGA{pZSloBSSQq5C z!OD;ZPLr1ay3KJIhsDSSJd`vpXY1kQCP`>oZ%nlWC@eFe#)>RdyN5W=WGJajtf@m7#f65*oX6Wz3w*HMnxj zxXmguX$dR&Z=GAoaT=)rT4%!$wo%}ydlS_oX;XU7zx&s6D(S|HokTDJvk1(4FwlH^ z5&D5iG$WHe6pz|Ud#BKwPH2j~mP3E??Qap=z|Rt+BYv*y1% zHpDFDpY6!`nA1nHdYecqBLU?#WO+*z033zR)DkYK$=+<(BJ_3C>d4-B7QR6Sn z0Gj%mI;(1J~BgoK;;3t{~*9ZHG1 z@VKc=m&87BBNA%4&b2$!&NYI@@Dfq#;SLGf=ThRqPg{;_?$9UWLm0EpoklkviXd`$ z-tkv%4GJS0@^sWjfz?ROMxgkpmsJUESbeB}nU1!0z|!694zYw*?);pc*Y;IQiF;5j z@mVmrtyCgH;>yCd2W3ijPCI4zE>LSq;J(Q`alg95;&p1!ZYeJaRZyYbW=D4T(j=pd z5^Ckc&23_HdMKQRgTovS6}(HXOK3>PpVioc-t^1yCYS=AM^AJ^j^^q` zA?Uu8fgrO7YR2U^KY#D{E*@L>Ym47Fa~badkariD7ZtL-GWtJKKCw#N)Y@`Wqdq@c zzWDVrQ@=)+3CalF)K7(4Q3H}0=?AEnX_|9hl4@wrf*O2gWqYCsVa{@1?@$GAQL>IXyfX)IQURfS&~ORs(O)SNEYxxV&5|`d)n*XzS_Dx<;}mU@ zwLT*1ySsV1C}{imjl1N1jRFC;oC{AAuqOm>&BXI{7kre<|(FXRsHt3WM zr6=m$4ddPTt51I_4p{U8c8b7k3-AlKYWzAsL!5(jk2eVIux|VU8nuWV$ydI`EXLqd z8!Ufr>Zrks#=@behJPRwUgd#{;M=`Kd9KQ5kXtk_5h72G64Wt6jqFVCChzQW{GPs* zHS9gBOdX$bEHA-Dpg{IcwuJs}_+(3*1DEM)fkE2&;psbch+I)nv-HSZFaLpIai5+7`lKb&0egP zgF}3`6iGjkK2S7oiW2W+Dk?6y6-X(@tbPM8Ms!{(MuS1q1*^V_eJ~{qeoPig)U(bx z0Z`oG;>mrwln+Jt_m7+Ze{A6g7Z!f-iF1!V^P#hI8s+VO@7{0Sv_t({-+y*>{mjb8 zDsOQ4+O;J@*Sj^9444pUJWcT>H8c9fn#qqpzjpe$Pr&Wo?r9f>EpL=CdmEJ3C>)R@ zP~4%kp+%#GCQQBpCUyRIi(EP;bas39b$oy{Emp*PB-pYF2Q9(ZW}d^=E1^&m(eST zgis-a*l;Hnj}W^DInoa$Xe>V9o?%nZeGayd6Wazb@PmORDio{b!wDv$sQeL3DluuW z)KiUw6$8Yf=|jciC=%}>mzBJg5Ud{Txiqeaf=dJt7`%eFOs*mDskb(>1>d!sC;ete z>k!NJz?L|abal_gE){+C73m43*kOLMu>$WFfmZQ7ttb$N_QM<$0E1(-PSha0R3eWphFVL-*f+ zB(=M0GgTAJaJXB!`6@!>PzErS4bknCil~G=kh=Vz(&tC&6+GrSx2z|c!=M?Krbgj;S^Z>dpL*8~n0YE}jOvUCAtt~yNq4uK^!o#ybB58=HA z7_%8JoImSgD6A?Hdvl0l0xtVUQ|Z0DXtw!8)qKBD6F^1&1c-OGISk2!c9>YiH>^6lyM7D)`+ zmONcTeQ}M-%vBaqb`!qWWZHX~*ZA&P$X+9P(3n()V18>r65t2lnbS_ngaz)<(w`;- z$l`5CP{|2_Q*2cel;@UeDQVAXmpcVLeFP47kJOp6Z2-y-2~>7T^)ir+MPs7kI@j=) zh$kx~S|Sib6T*huEoKyHSD|pWJ;pMnXl=2}iW^l}4l{d=?<~!0Wz#$&5JaXXHl>yI zdHr4{ZImM0oH|>?=)>1TSE?@5_MV%PL(H|`uHKq^iBiyWX%DZ>VvL7Zqg~kN+S`d) zkoXu7^#G_8wGk140$YW*a}HRCsu+NyzQb3wRl8ZEyj z9M$`nQ=!OZ+j`Bs*^ILelF8xuGM47KTst)D?Br$OA^1>>C({lz=uTSmp9}?YG*S&@ zClNZqDeBQ}`r$U8h-cvD!r$>EVqEQZS2#6W_%Foo;Hhu^%)Nj0!^gOV;GM;F-uVJ! z48gv!UQqHZ9{qTmTM7KlsVS|%$TaZy7*`+V^r@96DM!G!XzAE;19P~2XEQ2rl*XRJbxRsS~_-s&mRD|ENs57TvuFR)Z5i8ONS@%Fr zoxifyu>-ZMH*F$s&!2?EF3Y#+5tAg~w@n|XJeHErh!Bi1d5y&qB)~DRcnQ=NDbLE; z#VeqishQ`J{AgYue0VzvV_yiXPt_4@$T%>y|-Y^xtnMHDE?+0L*vA> zQF9`V;C=2(A*#-5oh=d?_LW;|(aE9aLm9a^D14hDzSg9I2i$9ILi^;SVrV=smWmgJ zY$DHm1;7&@Vvj5483**Y^BxJBc)_r)!LkQaVCXpkhzYjrt|nqcmarU9EpPKh8LtUT zHRYZ~vSyB|{CaiFn|DjC(b8^ORKc(Rivyx3@vGmcg%Q?!p`qfx}Zz~N3)QPAVBFkJ}g zM6{j7D&Yt%V0P2&d?aIN8)vt;5jWTH1DUQmXHO%lA;=Y^OrVmWmA{}lD=q4zwV_;o z4cWXcL9&KM4|EuDnF}z?sXAJ+W6+v*ZOjhjT;j~C-wnyKJ%LT|o$wbELT)Jhak2C8 z-J8=d9ubP<&DyDu&A{tRbU^q;FA8MNBoz_*hJS~w(r2INS*Cg$i^OYKOidO>9MGY} zAuK235Fr^hi`MZRT#FH!8kfuR4C(GDp=?PGLBTZylW;=RZ7K1LL4#1IHKy%8dwmtX zHpD*4hnE$a5c8xD>BHmX>O_yPanl5zzP)c3O{}J5chDJd1kuv1dgoITIIDq0Ho3?G zz68g;C0Sj1ttEe~p;sshxz!gAfmRp(SPuk~@0CxDzMQ2z^-Y5}D5{B7d6P8YS>b{f z2{p#>4Rah*ir1$lLs1s>8d6+H$=q76+2HX7R$*M0@FP_)R%f*E3!A7_3r%S*a$bw- z)Mp$KHk2!~tn5lHuL8g8aIzGJv?_xFUp*8_4|1Z1f>ucyh8{&A-?Ax1VKfD1!0Ikz zy+Wueo!aT|b2I@R0>QiFWjKR_0ps=>2VP^^p!?x5(FDkKy- zm_TT`%FVu`b?=@-dQtNM)&R`Wxx^sce1h%LYj1qkj;Jz55WTW`awig*n(Emi9!-n_FrClZb>`G;9Px`l}Q!!SL+QxJHuzE5eqAC#blwW2|-AhkOtkEmiGtp;fiX>Y-AUf@1v&z5>fN%RKp1iwR) zBc7AjQmjZT57E#zg);6y-@}-zw*#;UoqLKqXI^C7U|g+M9%Qo7vQsoEVqGf3thfXc zei|T(Td=@Y!q_8>QmaSSkCZLCYFJE9P_JET?lT>P)o}it{T5Tgi^5Wg%ay=2xYE;} zu0!m3drRSxr8bBGM94!sJoxbrk#0K@T}laB%~m=rf~7f)a# z@bSPP4ysDl5#i|23ZjsOHxs1WO-v#*uAfr&B5KeA7(LG%G!`_i4*Sc0^Earh_~hcf zr%&C`QZVRk^G+0DE7!k-2x;7`JUM*^A+8Zx=D^U;=p@j zf*Xpk{PpL4;|F}{Fa5-6Tt{ehQpe=01S{JsAN$vD;t>9y&nZvUKsl=iP;r#GnEReN z4bYoFjr`JL4N$YQw1phX@l{)BwL8cZC&7nF$|UWo*`T11u9EXX`bpUEwG=|Lz zsFd&NJ!tXl$+obf|ruBmA%Z z(TmQVBPNbn89(q=yqf3=$&FpLB9>Ts|Cwk8a>eahQ7k4l=#%fuKC-grdkr@|fkdmM zn~=2VjQ8(TKH&rAzO1CN9-K%kAhU_)RYh!EsC(!P>)*@n813kJ3O_lGrE=iz@;ct} zYpqA@NbhCT;oxywz=R@!_d;AcZM;kz<^9L5fBzKTArUzneG!3rW;m4fXY`(yB8l8vb;8ZEd zE3)P@sEwNTkSoVrADJm(8bl|p7n3~|Jndw?o1u3)VQW-7yeMWF)niI%dGrD#S?$GN1AP+iVsCBR4o|jFvs%UB zu^OeCu95ac^HS;&99)b<+I@4H-tsOO;-mWWmw$fr>vx>#{owo>sdRHGThxx?8lFF2 zU~K;4Pd$lMv8B;P?p37nbGkEJAhSM9wjsmmJGcgvJ7Eq0c~d1?&%NVww{QZPhJrn# zT*C`VioK&)$OGDj5VBvQdgKN*Oej|YxK`;86&Z8{I)TX$ZnrQ|H%4%J|5o*_UdPK2 zINF)&G1IWhwb8Owo`~1ouAphCE4(T5*oX>9T}Uv0P(NI!0v)jU zJh?z~`I~Gas|1QiigW{34L_>VO{CJL;N_C6I{?kdLa0}#D2}X%(kv$J!Omd;{8blT zJ&By~fW-fgKKjnWhd=-5JBvFX`u1OxkpKOCzE6QaXB2qwllTAOUp}_*rNwVfu2v79 z*6(yKgsvjnJ8{T(meJlyRG_vZu-2|s4n8|5Q31lV#A94H77H`v7c#tH@_SHF~J zf_83>Od<`EF1jM_93SPXGCU(Z;~EEtLNiS5-cnUvWXuzWyXKmZqe(nbUU%st z99G|ptCg?Ya>frbxk^Qq34g4dV38Zd=JEsC5=xu}#tWV+y=Vm@@tCm#K8>dnHW8@W zl7=D&H*y>Oxu|b`L5PAS(=#zB+S(LRdy17g^hI*yK^TfQoi~4t9}<;XE3Hf-p*^=X z;_oxbnCzQ9vkVLLoQOiL;NTF&33wG11~EjAR={U-K)%K+G+{_lELsYdb0GTnWk518 zf|(GrGpy@`pd}_W0ahJBA`$Pw-lou7?T>%NBdWba)c-s`JbI`0Ko+(b+=z#I7+88b ztn{x6O6qA-t*1dk8ma2Rn4&tw)@tL|lM^W3wTF|-zl$XEMfDA@>hC4Y;cbW15zuEz z6&o%DbJ($bLQ~m?t`5{JCqxi~Q8|`$nft-`N>T!c_?fPu`IfbEK#eK@5aDcV83H{y zUS6Q49(OzMa{W5+1D{iUB+HNis=fm6(?*UTrajFJWa#QB0fMTRIA{jq28S^f1;r9{x`)F0cC zJPSBqzYKH;o*uvIWnTO$&O#j{jAbHdHN3dycs*jz)bz9C@(}U@qjRZS?l#2mav1R* zAA_qEd=o@u7o_Xr=8HC{;DDGakCQXxeD(=&(mIrWDC)g#ro9G_eR2(-mJuGHyA{Zc zy=WSI0+*F9jqzc?i(U~_hY5SJDIO9_2P^A&s@~35J33msF3WeRVaAOC8mphRVYDuz zaxi;w8As7(H^vckTW#AQ$LvoQl=B2~PA+|hI45&9L&Q)sR3zMzVos5&-Q}%lEtb#V z0J=!!u;h4EN3IKf2Jyn(A{EuNu&)zbs3^UvH__5ImvP@(wZ&Md!72H5%eRDRp>{G% z$c`?d+(J8sk0aAp9`_8>PRaG{S|a+rO0Xa{9}bq!3EW0{$9rkYfS7pBUPlzIaI2o? z%d1d^m9)II$#%@e(zKBLdJ?8g*+mf?Iui#qXw1sm zSt5oIn~OXP%W@X{zx`(Bj4PNTU5F^F;>m2VWzqd?TAmVlpj?}DcZa-TuYQU}ip(CF ztRpkQQzdQARdOg!6jtw5ZN-b(7S-eGY91CD1e2j+p))t3gRDb@yHAb$U3ZxBhNQhQ zv6h6^mW_Pniy~EY*Ybmt_y5Z;9a}iH_{}e_tB(-1hWf6LZ&DPr#F02WplTnYI}7Gc zo<3qDNzB{sMbr^j?m&&Xaneadu^vUinYp%`stC?5DPhIMkkAJ~+~VV*99%W!k7whQ zJ8F&)12&-^lZ!%!ass@H!$jd>I~q)ptJZ8gfcx(dH~Q=Ty9QwpCjtdWY!4>a39B$T zDV>jv!ZKPmrY_+k(Nu{bLfY0TtY31+daJhe^}74iR$^KwD8N3Ub(K$70cDHV<@OKT;@@hs%#1$9U z$f@n3g)%IAZ9)|l?Vfe<^EynIt{)iz>()C*nI?RQl>?|-yUQRFQ^~5O6vagSA{4e( z*nmK|!0+&jwYL~@m1om2QASj>Qm)9iyI+N#^lkiTpG!cw!IE$DRqy|vZ>=aV4FjXk zx|>j<%_k8p#?i|f7=(rj6u6!1T$=MS=8CKlljSCA^Sr8q`oLh5m%LWNX|>@4-gCaP#SHWi6tExk)klk}tLZgW59gxN`w}3{hxK zEQDpeVx?N&YrTSi4$ToDG`G=Iu)U|`X{CKa(>|WHydP+V>_R*Ge5~A4!ZB3nLe;i# zBR^1Mun|0nSwln9MYkDdu)WzLA}l45o~*>!P=;JgaSB>0fY1XbVuz+jLrGnoK;kNS z)mje=EmCBdYFrz4fhVeO7LCL5R8i_BDEp&2=6{mj!t!3y3zg_F1@SXJMzf{fzC!4&l7;dPYdeW1n@Bl@QNN-5#ElcvZL z+m^`*us?1vt~-+<&%C9c7M zTq}Bl51b(6x<0vUnJUY%f&ekAVNt^z6HM zB6&xB68J&Az`#&Zo{CWL5)5|RapaYW5>R<9-#DKJ@Vw)Wg~xImCOeCta!YrFHL?DT zvQhxe&Ke}h8EsfYhF-A@cV2acj3;KBex&V&*o+fJ`A4PZP54jO2jJq6{v?$#brFIPjmroa3uGHW>C#kVeL=FD4t&WoPU=sX=MK_jtPSw zF^hbxRZv7}B%sBH@(qTPYkL)bzJwai)CwOQ_a|^{@wvz_Dl4u;Fq2QgHRID z;65Y!7%U%}lWb%bJT{GocyPG}CI`D7*4JdA_#L>Cibaf0Gzz{5b%0qFS_Z#^f9L+8 z%jh0dn#fBPJXOg~5u?H{R|Wy8Gv;Ziso^5ttJ^oXfhxDhpMb@F_0Kt*z4cS~zq5aA zVRP{pUbYq*W3|j!!fozA0L`b)5X-PRS{kht`Ob~WKwlm2tsJky-RGF3TNCCz6hmmT z&iEAKiT3t2Hlex}bcb9!K5>z7b?;V#jr`&Ty1q!HoQC#ZJX{b6k)Td#F`B)TBGX4g zGrPKzsczGzo36aPyM0HjjS>Nlp9KDO8u7|M0ar?!USKTWjA_p+;2qJD7B@D)Kc%mww)Nfff@Z7hUUF&9DB2Aj(px?k_v_b&( zoNH9FVH-(hQQV?Y@QkC*btkLv*veiZXt(5$1`fjTW^{(o_XaC4C&1wrZ2i!w^6L_b zpjr5D&Bv>Oh2#skJ3?p}`O5Kl-LTR0zB6DnZ5|8fG%(MFZ6HAqzy_%I*HWKMDy5=# z>azV-k*t&lIU+0prV7t!4#*RFLD&%;n9I#&=dJozfI0E2)JKyLC)h4V6>oO?Kv|(>ie{Cn3GKZnEc}X-44WWy5{kR- zS#5(p*~T_r!iNO-z14;~zG!ISlur^&&UqP_6Nj5R+IZfD7l$808ZFzezl$hm%s|uh|UVyoZpK9RQ+;tk*ElK&57+}0ZE@4 zDhpwV;p>KLJqub_dEf_UN~~|L8=4KgIUe7SRxjH;Y=4y!tXA+&(NCrZ&b$X=jT^-* zSfDK<00#{YuiQP3?+xovU|xI(E$NRe^Wa7RL(CHEREHogAw^bf&fhmjf@TnsY%Y(d zi~F!x^JfB>J39tfny!I%`NMli7&+U)Zva|S&C&F9%RmRl$B97me&Vf9-Tx;)b8KOM z@tvCw`EhQgP5VD(Sy;1{Ynw!0aedaPVmMyj-D(C-)hH7e?q+I4oAT6Wnec@3Thk~; zE|<~yGLR7kRo^OnM;s;S);$17tk^VP?IBk!Eb|(0OB^te3Rg~dGKw9YS~mVAu30p7 zr~S<6NOi2PTxfg=<-wlXqEeR}F%9j@n?ocOaE+CdgRF+f&a~eF8l#=ss|v{BbMwUW z$Rju`fI5R>DdbUnn5X7#6vfs6FsaA80DLF(=o1(g@W78-N^VxgINuY7Q#4FFna>Sj zZ?^y+8B<|wXbMdHjN{jvb;3thlPZoeMxTL)Kg@8}O(T)TXjI;dq!To=-YP0aSKflg(69hb?GZ->U<5x!iI3lsSJG#8bgr}la zfvx-Cu_$#53Rx!mi_ha9P_lK!3a?0fGNzS(StjmI6wFrz%j^bxEFWse!A_tuGgEfd zs@lo(#4GTU+(4~FD{A2-l}7P;DQuU@1>(cVb4eV0yvQ%!wjLW#AWMpX!n8bRD5ywt zO#y+y>|hAWp{*El^ap-CIyqN|Ae&oWyGY*Bnw?GC^EjCedX}#0rtwg5ijoK7D+;dp zihIn$HM5Eqjx0W`?gU37)?+p&72)}zTbapGL6H@}Venz1m`%zbq$fuCP_PTCZ&?NHXapXvPs_PLOkKx%4_h>!fIL;cN&&xXcu_ zo#1ttf}3O$T$lHeloqi+(kz(T@Lcr>@vPTimsY9P%o!kmp3UhqQUZlRF;*)%<%zCp zxJxBa5w5c9ZIaOQdxebg6d&6!Ld`0bP6R}F=q{(f&MRu`R$Z~xt{W4IbNj5OFxtVx zn487WDigAzWTx|U&%I@RRR9B}X7_@lax8?HOZX=oHj?Jbky(xci-}=P3GAv&F0SmRx>0{Yc|Wf zE8w3v=G+&|zf}m=Hc?EOiZ>mH4 zi~wRHs&#{&v3y~0c$3K7HooP>FCQ}9WC|i|){9Hr&v8I)45g&xu8*{I*5B7uILou z+HeLHArF}QQq@AmY--3e04y98|6UBa-8`ush#tCvnmyMBSbMr#nZ51m<_iPaNR1Yo zVt3%4s+9BdmBL6IlHTBOegCWi1SjRvD}NC$0?TaA7=LAn^K0MSIov=W6Wc_yh?>O< zNp=a|Of<};f>niCLeOj6US{MhQT&=C6L<6@ceq>ubx10&sV4y#GX_L&wKX+wk^@l1 zs{|838hUZ;?koi%1?=F<3wQg|IfpgcQOnTwLWrmfHIvEgklS|zJj<0SYK7g^jPq?p zfdljBqm<&|Z@tb>2uR5K#UEpd$|>xpW;Dq1{|}mm<@o#t-#(4 zK8f$M=ODG9T%QSh6!4s_&4tR0AmsR3-Dxltin?#c)5D1(L(oWs#T80CbE%&s$y$mbPX>($Fk&;t8$T^*zD%q)rtw4oP zi3QY1V>v;3TG59)f=A#_5M}4%?g%{-#pOeVEVnAeBo-5?q_3q!L-OLO2hB=QaX?gQ z1a0wxQ4M2>EL|ANxEwJBV+z%0a0yNv5<^Q3P~HwqWeTu4ON=12Gw8ObOZ zC6ylxLql6>1d4>o0|>djK@9O0aao%-YA{G%c9#-|j@)#azP zev4HUiJ=EKlUL|3L#VeC@;Q~L)~-lFt(JoTMun5{l7qd;^|x&x2UrRADg75&g@NKFg;vWP@P| z6Vs4zBfoE4wC}v+Lc1-6cA-^}Hir&)37^)7-CKF3jp%f9HN#c}t>LU{dc^~7@k3s2 z<*b7fOCb?=LLQPQ{5zxT1U^#LWr>?pR%Gve2M)tiVlRElGp5hVrdn~bYy1&p;$RuC z=8qq%_4eWYKm6;el5cRvbp$+9YKZsgNh zPS|+xXP8;z)gUKz=2jJVNvO(?@PPJtOpj1^0BOs8z|at`dKL=Y3EpZ(*vW5W@{lQL z-jEZn4X%su)LTwG;0raeM2@Z{&nB#qwxH(^unYQd+Su5_n!=%};#YrIT-fW#S#PBN zNEF;w7d1`u6SrBFawOOVqM_0(nwoX2s~TAKof|38&-y)CDpI+++YtQ_kQIp)C462F z=>ljiUQ?kOZNDZ=4A6TzK|{;02IYEfIz7NZGf)OiofypJ;Ak-J#L|z_DF8i0^ME!f zG(7>OcJ4C6!X!5Aom;Gg&NBIO8-u~ySimiC2wI#1CgpucCUxC( zcz%2s)QoptLC6xQxKDEwoZq(EH(L{T+QP_K4LP)SH7BKB&LfMG_i}T!aNGDY@bCftZH=Bi|mlDZ~s%i6jj-Le|1(991>B9j?yVP7b-oi951u z`)#Kf3)mbj*mF(Z=VoqLqbl&Z?;Hv?)rP;eugSz$WYKxPeN=bL?aa2T5e=bi0;49$QG#l-Y z@&28x4^h!^w1`CA-eT02pX~&a)9%E=TX^Av%mebDOb=_0Q0xEy=)$8Ped4byu6_@P zU+*vdeG2?(QQ++#dE@6!A6xkG#czH8OJ;v6;#@7ypswFrc`|ouT`O(k?RVn#c!oBy zp%I&Pv^($SQz;_4=E!xci9oK=lu0Y)@&qOyGSletE5snXCxVeP(b_q|sqjI2j~R;3 z8qh>kG-hI4%YLCealjFDOSCM@cqp;O?NxcIE`h&9I{+iYkoYhH0Qcb7fh;kc3Y_yH{6g|oiv)Uz`n(T2+BgQ^SUAItf+r|}xi@d5?;6+H~j zY48Xe=3Yj*^W@U51BmWq>|LwE$l1Xs zy(=I`Zwn=tYiYfqHtqP|HKYGzDT?@3fvebfGTgN^mSldp_wqtrKiP{Z@SWH(l(f#6 z-<{#m=!iv_2}Yf?eg-X|&cR!&sGFn_6~+_WM{{3i*sWgfa8=#eq9Lpi?cp`7B54!{ z%ms>QwervEOf0>mLVJE`tkRoe3^r$%qmlut1!WRIg=T_Iyh#pcD>N#OaS`!Gh;&%< z1}Ts{R|3{??eFwN(`?;!c=bZ$s(F3wZ8>8dB_$%A%*e#)$u94rT0yDjk*^XI00Crq z^oOL;p+v;(H>c`e9HTCH zU_ufd$X26T+XB#ZrMR7{c>a>9RU|J>*E zJ3E}0v!2=Ea_HC*DTzx-)=M3Ku#C1}+z)n&rY>3=0csRR)gt{6*U6U_DQed?3?o1T z6fNu&1&X4--~YPr=bRyJCoSyOl}Xsz-E*Gv+;7)?z5cK3%C&6EX!lj*QZK*Hjx~TP z!lm!2yZ89mBL+L@jTKe*5zwp`zPtE<%{749*(ujdC84*&BL!SbjSEe zu~2YZZRB$JgH5N01A+s(+au_Nym#p$(i2$Y5MCeNPM(PvywXL>oi3IiP$ne{ zkH;Tgn^3uMg)-#~Y#*DH^Xr!^37=^IfJ5`n1Y1~L0(POs1$|YiJ~j)lL{70SRn|MW zA?gs!4K{X@lrT0LlJ#H^{98x5LkAjZUDoRUk(|z~D0NGb`s|n@2u6*^u1K=i4QCFC z@LN5Fi_5Xt$)eGDmX~>x{Km9(6hZlnEsv9WW=5!+Z_QPPj`NYVp+D)sb@xvkmIE-M z(t=&JS{;r?t|X^7Y(d+8N2*;!u|xO~5gB+ek24PLRfoY&=ih)Z)7RFsWGz*`c;UI- z@!s)xAynOgF)-Wd4Rsm-R}=`i6|1F>XRD4yf}$IM^MRwA(eG*F2Xz&nEX%iE|8db5%>3zCwQvT$i~rFCOh5Qy(8k7PcFDScBEH z1cDPoH6#;cUTFo)1@*XTkHuL|jvgFHgdOy)J_y(veNvKP#i@wWdrJ^3CEG~G;H6KT zje?RIR>iWVwZvKZcMK+IE^f>=e|(0xXW?6@UqgGQo>7Xs+RLpDWRo|2rZ_jfHyG32 zYR6QI_d71SzD7ZS=o?5LS@vu_v0l2G0;pDBQ&b#fD?J+|;{f7QIl|-CZTBfFzlU!Q z7|}MJX;rL^12Zy*rE3ip72TvbjwS&-7D;&r8rV@6bZ#w<219_ml`w2@$Jh`fN(!NQ z%>bnOffsNGTPPLo*x4ai(yCIc#2^d%1iHHQ7OHxzAA0#8TsN_REskW3>A~{b)^vR< z@?S$lrWj?{xH9J?DKMGrf_I?J6SBSuFS{Lh;f$TY(+yf43zCyU2%qR2Ftzbzyk*en zwFq%QIl)*4Xc|dd>B2?_N+rW!+u2;Y|NQGeM?&Be^IxA(_JV>ftK2|BuM>ptlglG2 z`M>9rKXNkfZyl?|RC&&$$-*%HMdR?TK5>*{=#4!^v6P+znAaxR93Ro)=Puw)2UE!b zIkD}uQS~6{WGzRSxT3g7V!6-g0ORU4&UTi$*Jc5CP+@(}qH9;iw{TY96edj{U@w0 z1S_H}x0tiz;4?p-sx+7ml1@WV?-yQNy75t6K-M2t|3cqpHwcrSTyEC*p7)%?+r*Df zfvhpQXOL3SL>KX%B z-sx=_x2nVe34h!sbmJoPkhF8FbME`+5L~b{euiGTv@>~;2n7c+W})^HtUOGK-5EN@ zpe?7L(TpJ;^T^+=*k}#W)6JI^M8bWF-zAs7ZEl~Z+`sspSwee z`T1}D)skwfNyK@I=esR2gbG+PwsOMF0kl#W$Sle)~B%O-MmCWM;ql0-aNvNy3 z-~OWUR6{K~?s(=191Fg?{g+6WIf6^>p;mbo-Gzs_Qt>Jxyk0GfFEI-pE;>G>FN=Xg z3HpC=^wkXNMSVPXAmMh1Ed{0XGcG6c5g9z3g8OMio`%_iVrYcJB2A7MCO8uThcT7% zUYD>M?sUfy10{4Mx!N^==~>kkP)8z5W+bgobk$xf?~7bf&j~KWFyy#3Q$95q^kID7 zdsk0O*UlStvPImIT(_5c%CRoI>CEc%V`-q2TJ;1_K$x+A`n$^OMH`x+gmB@9h5)(O(No| z>hw<^B2Gdh92yxMQo=~k6SZ|rr>LXm+G_jQjGGI?OMFpFMZCI6F<#6vS-|i*^$Cb4 z5Hh$wiu(qx2$T-{PH;}7@8A|Efgqly6wNQf;9_A94`)GN0xcYl1m~9OXkCN2`NFX7 zdZ_3p%qP&_Dp2A^TSb&V%^D#Dkd!tzY(_?;h9%6eMIxtwAfKDPtxWdd4vNw+tuPT% zkB5GMs!-5OX3ACuUeu4;dEy|GJB2oSe!H~dyn*^~-Ozv}8Oyo%Y>1^do__u3CWdN$ z;s>c{gIu8Q;2w&8(i`~Y4GIE`{&7l3tn_!Ae#XmIZ!659t(7w2sG72UY_30U8?p!N z4B))#wSGuyJ8}4=U%LE`<`N0Wlthxj=88e*P9x5*qZ~4nkNbW9Nh4^~dKD8#;b-{J z6=57zp&|TO?{%u`iTW8Ph{76;+B-6xhoPqv4S#3Pm5Wz&Y6roHkurm8bbB__T~w}61xGZ}vj*O4HTJQHRk*K?ZWBF1{Czo+X%-;V14 zTvh-(z=iXn282T!uvb0TedyK2OhE*hP=tIzX_S^}WQ9ca?!Zh_j+ad6a_}m_d||X* zqak>8kRVQMCdQs#RX(?uiL)H;qSp#-L?n~p^JM%e9Z~1GupVugui~TJ4Iz8JUgVVB;H;jDn0RocNY0RrAU+o*dhQTp&$}`00RI^x`tcBAJ4Pc|zF`k3K+nsN9 zqQ??ghjiklfyVs4V5oIWTr98DquT!uKKR7kd;jD4|NX%y9{RCA+HQaI*$S0B;&4ppEwnHtsmB+tZKf<}Z{ zw0J^kG@gb2A}Ii;ZCaG4nyN2k$8{|AY|9}f-T+yr6 zx_9d>7GZUmDXj;th^D|bA~n}{ouxm{KJU$&fLRfy?zYUN4t;OJ;{_&*b;) z)}ELkJRrw}&oz|vp!y8kd@Fa&{ z)Qrd(Rsa*eDGw`b%V^EiJIpp%Un-zLj3)9CD`gUxZsYal3e5g$%fW*6G*)6^l$ELl zP)DjpyLtD^=g(NS=qFbwF^F||h*wOlf|NQLj?c)h@C7rBW z6kgtA$%dZV)av!Y^``5C6<|Nn1V^Tj%7!^Te@b}e@V0K+I3=YOjKO`h!zUh}HUTKF zWaYtaY*U@K)`&8{zmb$zkL^y1f(D$M6VkJS;w$r_3$1#=8Emplmv8L%tUJ<@!S>!Z z0HL_2%avdSu8$)UbWD6 z0RO1IqZqLUUht5Z0>8#Am}o(wQ2naD8gECX>&0#nsGzIh2bEOCsn@I*12(W1pexS0 zvX?L~nz7k#B^qI!ove2_g5*rB(G#47vr;|nkPUG*;$T+6!@p~Kuly|@4Ax0)*X=QP z6kbJnmH-W(rsLx=x&(Cb>QR}nzVj{Q%ht)_l1Uw{5x|B_FDsO-`NGWc>71VK2@e8t zKt%9oFRo5u+9Q<8dLR7Ej#i~;E5ammr4MBkDJdDLi?b8w4L|YPntq65jX<&)=D1B^ z>scVZB~frLagT^qRirH*kXy{H3-*=cBfJ@xEubUBx22vi3;S zVfag$c==6+^K1ENHy?7Q;gksy^c}(s4eo&_WjFi^7AXgcLoM6IKHu5i!bsaaq{PK+ zdIXe)P>hLIiZ9HjXlIH;$UG_OlFd>0b8Rs&E3L3PYA`6Aj4R3x_S7FNP4ot|f!e#y z0(*=bl9zAep#bTD*_uROw;z})9$F6sB3Fn(WU8&Kt$`b?Y1IWhMjjHz{-G#)Rq+Z- zK6&`ga)#?H-T&w(PR*^%fBi9#*E>&9ybl+bfEh>%MRgTDV`F*rQvn{oy~hamh|&`a zkTHK*kPAS3by4x!rk)~8rHCoh9Bu?j&|4UrVPs|44hkKH4;zYJl`;h!SE4cX`cyHJ z1vG|0k%n+5G%s>x$duX;JTAx*{?wwSxP=l2MVFotTxA>6`w_ZbgPeE)w4gBnLwn+5 zQ|@{F_y|vmsI2Q_Ai7u3XRXrZ9J%hW3_S8%Bf?!k{;^0x3eqP`Rj1xG_NF@rcX$Gf^B)Gbsl0UFjduv2q%2snUpUjFQ0e1izS&gp<$Y_@@hO^%R+iyc*J{= zr#YbPW*aG_mz~}lr~GBDpy7gn6d-S*vH`%{FA_W4?&lUEE2~vNOXLASYakV@1uLv{sHN zBiz*nf;)5m?ByghK$FBfC-+J+hNCb!$haEQW=iyRAW9@Iq^usCGbpR@MFxb4U~Ivg ztExoQ?4@^9aJ_%;sNjEwRq#mMW)_B%1{zT!k^C$?(;7gL2XOysK*u@|^b}H8Q2=1` zpoB;C48eOGSY+!qWEO3)HrBd+>+dYL(+>HAnk!!@~%F`O#p(!ZRz?H3o6z*i6xQ=48QP{Y4B; z-dyGzjWm~H|3CDzbMO6uhko|dkI(&kf3*Go&bROEz&kte&JO&)x&vSM%xk~*36MOO z=fCvB*I=U0ZG#$kYIMG8KC6$dV%-7RIfHY=l^m^}(((psY2p0-8im(1~xh zq3L#Z>lU7w714GM=tK`*;M(SgBK*=J0wJh?OC7N8Cdd|)`0_harjgA|h*IA7mcIPK*M1N1{P)fOGDi0Y0{)@i_yJD; zEkttQNo;Gt^1D`orMNHQ?Pl#K>ZbiV!AGR$uB=w`cn@*eWFi1DAp{0trB=M-FSFHr zXO`+FTEDi14qdM8+Egi0Dlf~@Yu%yFy0idV8Dd6((C6kspvsgRt=rY;CAA@CvbIo^ zMmbX!O3uv4-na`UAc;RorU4@3PGYbVQqG^oV4Z#x7F$u`r{ly?ZnCz1VvtvvQ}Gb$ z%L5q||12}dyG~FaQ~CKLvRGr1mQT0qF+-6PFgromU!71Q&$J6DH~Z!j$1duxEAhVOc#e$uFQV$=cQGUS0? zznGNvWE6Y=n(!sVSCI$@E#sO1_I5(Fvaq03Dnn`5Y#)^h2R9pL_e@re?!i_ZqSa1` zmW=y!e}gQYd!2T0tgws8&UaD6^bU`1n$!SkmY1Q$mOJ@`()l4?Usda3Y`xTlQ|mRn z`VZWkr7u7C+V8#p)Z7o_`=`}~r88Eo{dR$yJKlS0bcvEAi)ReubJEui?%Gv4Vy=@>Y0MYLzYfipCzMGU++^4J z>vIs@<{)#p@`Fc^a~MabUPpz z25o%s?1fciFYChm6-FqJYunt@+xW6bgum=>QoD28`#+rc%+?J)cGw(&1H6DtqBfML zMB{bI>blE+y2kt|X=}TLbHJi>Q{#~5as6(d5R17&qDneZuN-aJi?U^PMmk(>J`R z;5AQ=6Xs<)zgZNVjH%(EpP4*lVjT!}u0aF^2hCuOB@xtC>uULw#4#qyLmoyQkxtTD zdG-*ATlDV8^0zG~RAPdO=*7@?K-4hy|3h;>H}~*IAN*hD|9k%Or}V!!&i^;>IyJXC z{}Uf24IBOe#Al7QJ!8Vv!RQ9OcuYNd@Bg_mMU*S&l3X8ZuD%GCk6;_zsw3%55t}ApDtO z;m>$&4k*?`sWgCkHZ5hoaK%i;1$rR!2izzSTHfn;oRtUIJpZY4#?yB&%%!Z3y;V|!`dL)pr&BaE1{DRwPcs0jN zTx6H6h>4e%p$2!js0K(DOZ1>%wY)ESkIW|qMjcoxYljcFi4ST`>FA%jzxk^#oSJ)V z{u__3(X!!S^siS3$zIRk5-D~Z09pL<;(XmSPj2X>FzL8|sJp{fb=eM?ix&C_Y3soR=?a*MObdGK$8jAmA>d8;;gK z6FXWJ*TYFlE;P;QSep&vW;nK}T%TlzBJu@)@KNo0)RrLYm@G1{z4kfH(?lqFjQiWF zD-VXbp9W95aJdOMXM>srNaZs4MT;kJ!gv`U25fHl%dgj zEyYQ?$>`N=5;75t&wv!&ps3nLR369-F76dM9aMaEeeXq-c`5e{%~bV(l>*~vPUW0k z)4giG{i-L+hHfJ)+Xb~IAW&p64r;d#5%<~OBf_|(M|azNIk#F_yTn#o;4_r|j10V0 z&7Ga2?_66f6?GM6pwYtEVpyZ%$$4c-v5}FMXE>TMpX1FDtMF+>fBQ_3^7>BM(hKB+ z>=UYOZ-BKT*wxc!a-mNT#VD(y1iJf7LljTeFkpGly;WSl-0i`LRqN@+zRVJOW!CVW z(16D^raT2^WiFQ=WM-u(#KiPuFny=x$lx(-Z7zqCz$MU8PH=~cL6#ighiDFEzhP%o zQdD#n?lzzbPHlR3m)^Ybt3P6ofp7lp3o=9#q6i*ve?GFj@D~%;@A*&IroBNaPyuuu z!Jb$V8q3HWD48Rv^e3i3KOxn5?jrvHy^(q%!OsVMQ=Lb^Fqoo>o6fZiAQn~B z+2xgACuRd;Dhw8?Omjysnyr&Eouq?pu}=a1qetFk`IZYrnRh-SwF3RiNzSCdNC4W( z4N-$Nlf;Vao$@Oqd3DzVy}{ zP7@RP?M(U^n3EJLEXAGKeMXS;+3eLCTtJ`Z5jpcOVT_;<%2*2oFORY>3+H!o{mjE- zDSsJfePZ?MOV%iNrfgBG)!>9XW>v!B8$GmqY@S=gglyl{bP)hG-5hG6!>>(ngNCXW z&*Jv}B0j6l9l87jbBJ$F9y;whbgY3Lz>ui>{TM7{3O5)o0_v#fv+`QyGzLQeB%{-PzJM?LM{-3Q- zLJzMBdFeA{`F$~>njM8lRIM0zFU8#PmEcU&*XVXNEJy@R$Cs97HOfF#TG#@gSk`A@ z={j|k+Q0y2I37PL%|H2FKl`Ar3%lTSCGuROHIU{z8UBoH1^ zLF$rrEZ-M2&z@-&ej zYSbD(88?33+XR7pkweGl3(vb#enqZ$?ilwWA(dVXNyS>*z>DvMjcYWp{OXtrqhq)y z`ZR}76q`Y{dzIgGE3_-285mHtBCKsIvOn5HLQ9o1uC@g?z-0rKB&|*^&qfyIPJsqj9^VHT?c)MK~P~k3^-n zup>*={$=OPx5|MUbYMPk8GYXQ_*!*I6DG|+{C?!>0bMrzvAS%*JI2o^pv zrQUE^aNk&o%h~cgya~H@u&iJl4{>_NVmfgbvj&sT21A;ND}L^* zrgbiukRJeK-lhf78{hZ(FKwNgyFx?7H9jQ*3S|%3Kw(}(SBf9LTBOJgL(iVu=r>Y zPjXt^PVx;yLaTyYbA=J_n1yl=Xc6^u(9=jWRTh{tx_kVoH$VCMFMaaV+|m3uAN-8@ zaCa54gq2M82Nnb$mA?&JWzY_1EK^Wua1ju<`$4gAFEXT(_#cl zdN=FVk=sFFqP!ezvL-z@i69*8vUAmG8N1kbuyJ*Ysu5N)&|hM%CdIpP$cw&zoHTI= zHo-@SZ18mH9#-ZjIvKoup4<$u-{2*N_FE3XL+_VL5(qQ$EpefQ(Us5$QK;$D43&dR zTEq}j=x2izzzcuahasp9uU+c@WLKyk%YZY)h+ZAiE(Kry1r9(jiw2X6n!Y+gLGtUF z6h!I~SWe}pk?n8@bja#8kFQuou5^=_L52tzxWWMRe{7^Q$gj85ziGRq)U%eH+o7lW zEtvp{+$;yLZHR!C@hAw2{`xdgJ5i#y6HXeJs&uJcX7&!!)8aw@0Yf~+q}bfv>KSXUH0)^>R4KrNH3&&1{#bIzp~Ijku*t2(OLe**8CD3o z4t;$4l3LADmU=G@pv^z+Qnsck!$NShJ)Ak}gg=HCvG|waOO8D-wAw&arTy00wcKo< zdgIjVzeq*LADjQ``~Dy##~P$?EoHX=6;|^m@2z*p$o^UR((>q&DK~T@v8j?`P%9=H zIp`s%x+=9%)=`a7aTZN+wDM~5<4gYH>yJYp+hy=(JJP~16akgemQaZAY}=luP3CiS z+*aR<6KLS8mGgo=zdKgZIiwAx3(~jU>OBCDXlfM_uiFT`3bVkG3-!iTSB%$CNXja# zGRl~rJK7taBWg)`GF>QMo5~xOuxq1MMWO7I*U1nn$Fnd)2Px=DK{&HB3t%ijtXOTE zS7e`DQr2N~#Wj2mA4ca{@!f3Vsx4cCc7FV96;?8OGMvi$p5;6TY-`>2)(QolaRs&Y z&^jzC-UL1m5CNAOHZ$MLVTPR$lJB7r1$qszF43HT!KnId(nTSb<%S12L8 zPr@uCPD@>aR+IQ#Zu`9GJa_Rn9SL#jl*aVT%(*%erVz% zSa0xhL$DX=0LM+R;IR2*^kZ$@B!d^UB{kwLMMnZM(yi-?eZIaj<_H#0X^F*_GEQk1 z{l;D$7E3Ou6KHO$tPZ`b^8%2qHD^#yNln!#WhcQ?zAS3^@Q8?adMh&>)-y- zQ*)Q+zwuYkz+l!>%K-I~=`M!11=J{qTVD8n+XMgm)Y63f(d}3xHSW1usknOyHxN5| znG&@6pW~iIEpU=yvf-SL-nSS6H$4(4pb;392VK*|Q42DGE>!*qbwD(t%Y^-Q3`VZO zqS1&Cbz~llvrCis+4(@+)gj(V+;=Gzc$UZ?g-ivx`-4WNKgTuo~SuWj~L6A#4gI~5bHrC9*UqX(n6L8-M zdrwZd35=rFfdn_)2P4EDy*F8e#~AtJRuv~JyK@-e#LJxI#Ur4T^xq=HS{g(kUu;t& zUQDioSJ?oduRYd_~aEmye;g2r;m^%lBxnIVz5nmn^-x`uexQ2|PCc%^&;t$8d##k~v;n z-F{_xq)-08_=Y7hsy1s=I<9ZtscO;;w#rMcjJN13v0ZjFilT)CJSP;A;i5}a7q&6L zc)mc|F?aDhQQZI^j_t4D`*@f%-rQScH(La9E|TC590Qa!yqL&JEvjs@#oL86S=qfw zf=buXYl3VH)aY{J{Xj8;8cDyD$sdlvALzv(4m6Y=^9vpEFrJ*SAZvnK`phl|1FOSaK(xO4?Vpd!6F=0J zt81seN|^LOOvUKX(hyvny6#nMfY<9xQ#8uN+uIFB0L$SeE#T0)ym2k7PJ?=s5@3ex z;9~JnO9dLY+O+xwL$Ys6mtatU-qzv4!THF}Vj;coJ{d zNagLT^48)NaTT(Uny0@!S>KP}$IUR^joa4lOuEN5Y?dG3?1TS>b>TWqCm64V@51jc z5pgul{N;7w2oN80?Mi{<&OiOdU_kN@d|?&zIOMIe5&hg)cT-Z$g;#Ar=xre7x_51c zHz&TqtGQ=E#$|gv!{)m^9Pd`Q2(UiQJ;%`87=g+Bt-}f%LEqZVlDsfv1aK!mg&py& zKb5w`8{hT%w~tQEeQ5rxTj$i$Rz}Zy@h^R5`4R97bZR-r3QXm4-}mtkMK2*B<=GG? z@oe?vG!nKD*=pxzG0O9&==K>iQXgnhV5E(M@vJPO*Mc(AMB3DW`T&s(?zIzOYd7H{Gq z$l6OV;{qj_C>9K}MwAUuO(TIqvmNDao-g)@dNRy?w3?bTS*srk*zk_mk#H7`Jr^Dl zE{RHT=|sd04aVE)wlktt)nHCm0MtcU!_SaFJ8F0%(YI`vC#jaAer2upmCy-`VN;8h za6B{NH@PQZ%ia7q<^WQsy%r^0CtQ5FRkz61dyXCrQ$&unDpTh+VN~Z|K?tM8!oe@? zZ=g-65Uc9B#r!7x9LK<28b`bMO7n-u>(E`gQ*D&VS!QJ8=I; zfAhx#YJFq%)7Yw1V}gj5A9*tWfvBCWho_{CQ)-cFemLae8MLh+837xJntrpXIW*_S zGs49fE%-MOR^(j46ZLUYFVsZEP;0}D<2l2Z2>GS7<{9j?;BhWb$a=WAxr4cMEc@hj zrBX#(=6PCrzytYZG(wE}$kL1`-_g)jZgM4ta6VMuxHH~9^M=VD5(*eBJU%m_wXi|o zEP4c0HTM7zOr0Rys18>r7R;}qMlY?b;Z zH<%ixYPLqM3!|GJJ##OBpi^j*Et5+oZ(zxRQDpI=L?OT-d;roSXV)eK+m8pKAM{k+ zJb8MDgh`VM=oT8Sy?FLns&c{?+h#jEcM2Z~?H_iV-g@#SyW@MM2J+lg9fnc|m%qzb*LhIleihG&yWCFyp(rFX{VOoj7R9~ zr4=NQ5U=F=!2cyjC0KL!^t3ZB1lLVT%y}E_ruH*5--wydJ%DU{tij4%KS3x%L9AK2 z$h`R}idzEM>S|CTGf)v&`qJO}P1+?~n*ZwJi@3@7|Lv#H%`Gf`VS?5J-Tn5r{x1Kw z{K$pB2PFLB8k4AaCS>4@=(ls25I^29(3%bDipcYQ{?B&3z>0m9IhEvG_XGJR%-%py zkSGb6v3d&VXqTq``A{X8`8WKxY)HLXLUaagcc(QLFQfayIM#%C;=_3wm43J4;$S2U zaNv+XvMCb6Z~JM~5ja6H0Dzo~o(l&mj61!O5|;e$tK)LZoK=RJ!ttVS-$9K?XbdeY zD0dSYnr; zuJ<(ivlJH(u?p4mEN8^lW7hJaKh+z`-HVaJzfo+>cEzzmLvWw5x;kN1ZW9w_XP^+$ z)bbDRfH^CAPvim_b0A?=x2m(d!3YC;QsF^|Y4jkuDKV%)oh&1iDRcMI7K6bnFuU}n z&;8~VQy{+jt}}QJRghZ>#FNX9{`q(}t_d`##St;a2@Nn3u1-x;E%(y~h0tO*C?k7C z1_D;bn3{O@WQ#1~A7{##?#1$c}5_6=5v-G6_f}0DW82 z)z1TyN8JX#Y}wp0KLz4*auu&?pJC?3j>gx)l?E;yw+X}a_!G`&3WQrMe~pzlmL>Et-=J&u$<%tXiK&aBFxHze;J5vH z6=Q!NM)PUQ-S&-ZG9%eYJ+R>_{Xhm8c~%<;$AoOU-=l_)Y1Y^aUxq-I-dy?3vvJ(L zcw>So2J_nGi~Z$C3l)YF2KH6`R~Nlz?xijPnzYE#(D6|0(&52l4#KVE;B1LAFO9KJ z%aR2cJJq`4>_#a=wpvJyrAP14;_T3@HcZ4mr;mAyY6uf42T5Qn@C$P}%b8o1+0%{! z^NZ`x9>a0dj3U25wC*3Ofw5O*4!Wx7KsCN6fD;}a69#2X2)` zS1Jfv9M-KUGS9`=XchO0lgzLO&O#1iIve9e!}4vxj^hEcJ(7p!uMHar`ib_;(ZC{B zZ1oq6N$c)wMPLu1#kS>#xX5I4E?W`&83~D`?)u5${iw+K0Z>@pn{oNp`giWg1G)|iFE;#pV8=b54utUH0U0K}SC0PE&xH-1A_(_XorY6hNT5^6n9<`(Un zN)Y8#V_r;`k1I`-lMU&3geWE4sQ6R(gA(rcM4f8!FCA@cX;)>LhZU`WL(JY{?~+48 zLI>ubB$Ql+fAO`_ zRKcjOQm~|tJpTB{qIi*xd3C%`@J^|#_qAgc!KHT1Hl)@?gD+5 zM+*uZz3|Mn(XDcTPuo$WwyQO-`DPL8O>#Qe(SCJHqvbm_efWPkHt{VHph&w8l^eZ0 zsRRp0iJJwvhn|2-0RbC*sm+k2N2OIa0v$MuLhZkcB8EaYTh4+dP&G^Eg$TT?GSRKd||DS{(6zWKNUP{7WCk+1OiD}q2M0+HeDAaUHdW$<9v_94|?mb5QgD5Fp zN2f4MZ-v+nMgtDQ^R}#M$h+!|=ZTsA$QBLi{ijzxyMkgt#qK)|o`5rj4km@1VpyXl zV4n!08UM?AQ!Qek8B~s4CLdF-YorEJ7Kt3)W03S(kE>{K_1!7Br}B|M`OBGGXXyDxiw6jJ8GhDX3WTht~@-z zluvwOrtHg`PyZIc`yZJ9=B4LYA?D#FFt=pb<5LzF^t1n6`^M>_XoK)8#vEu!0$kui-z+cttK4-kY5oGbif)SH3U-D6RU2g# zO$&4Q;Y(c3IDd&xHq>D$eGD&@yX^)HN{mnCBoR@BZ9LQ5b24b-cI`5POB5carN9mY zInh}L4u}afc0#8MCKa?a` zqD-ct&c1CuOZ96W?B0rnL!lp7Kbf+p#B%txp#v5WuN=$>OPwcj>$oQkml8fd11oIK z{%|2J{31`NLuZXQ^{sGCjYZ44c`NS%j{-(6QYGR@3eeFtWl-J&ZPO~9lY`^J#a>V> zl4dk;_3jFjT93G_xc;)VpjA3yV-(@sN_G-IUB#Pa4?RK{Kw`b-9$xGay5^Q40gK$b|p#u;^$nYXyL)<3@UY{h(Y3cr7_^t0dHTQ}6uWgx{p+hh%V8TMklS&@uk`+WH?5G=X_vdfq`8Q02bpFvH7ldhF$LKO8;D1W z<~Qu5QCS#>NeS4|iqnrhUVM$T9^@sP7wE=q@L`^Bm`c@^8ZIt*_6ALQnZOE(>l!)1 zaPYnd5#%o4Byz2p*NI$AS4-J(C8ncvzYuS!3?&w$)fU0dG-G<(ZAqVZ5H5uDWe?nE zmZi>AM8a^-S!N#B2zwy$!%1n#%AU|tUgte0Lckd;vD3keVnrr6!`o=GsIErz@VdO| zI)k=sHK1DCOub;8g~t$yd!gNH=7`HDrSJfbkZp{M_joA41M|OEE31Gs*1m-}J6f^%e&OG>k;?9ue{vFl|N)O2^&=u>KBEsV)2~ zJg7ehCkg*c@F;B7Uk`O-#inXF!^y9TTY|0es<7ra6TpdWw zxY$p)ly$M8(l)SL-@B03()%9%Kj+>x_vYLKzx~~RW$w*){rY=8_$Op8{0mzLrcIyxLO8&BtZ-ZP|otX#eNq5JplUy$p59#659>s!vpGMutrvr+x21nT)-x)gMjD~xPAG9LsLs`>Mn`z!_Z>gI)ZRE?wM3keiif7eK3rB0kJ=&5fW2W`A-My<)tn0bK8B zwDQTJ*D^A|pW|KDcMZvnHgEB8<<4_txr3!z^B9O{4w3KiY#NVT;ao}^;#^g~h6veU zPddAfV3hhCtreQ?xe43*hS3C%ARUY>Td9r=6ChP=hm%FT%(SnRIC43B7ZVz!KJE=^ z2b~7q)WkpAF>^+|c6vCxxbo(sg!gaX>lQZlca?xg-dT< zxW9gCZfE|RkD^L73vq3eLg0r_;dN>H(pd_L-BC?2ubqF8QUFgV@b@!a)UyNpN~1L0 zB(I~Mp&_0}*a)ueTgW00LHzcH%A+$B9er$6Bk~7zs1mk={z6lD6#(Pc?hn(UUKcr9 zg*w{w@_5?{`0Ek7yPW5A#^j+OTAcy$D6){WjG_vw)uzUMn-wCoyb}P9P=Z)ZKWYk9 ziGAJx5j|Q>BflcwYlO_e04%DfN?9x3BMeoawNLlbwJq(%@rN z`QqjAZt2H5;gj$J-U-sI4ZOg--?I_S;rbFDHnS zk788u!08^V9tLEOd|Qc$2#L@E!-m&ln@Qr3^v`7C^tZ}l10D?91AmxcU|+-Io>>DIL_SUIJ7 zp}yFTm$6p8K`McDIk1t`-}oo+_dsmvZZx1x@yX9+msOj9NMY1 z6k;8jlw!x58;^eJ`uz>ttbb*56>t+5G5*c=chv}VGCSV>{_MqbW7 zCedu5qFXhsSQ@4*X361GmE&7Cf)7R?44fkM=MFw3#!mey>Gz%Ua-(~Zm(?Tmv{fyf zjOgO?bI780ykVExc3(>gC9CAz#vZshK1i*$E5L8I4`>RpY9ZHz&w0;9d=sFZJ}9K` zU^B5>4#OHn*l-{6{8?yLly14SRwu!1=V1CYgC|*{A{~GcV#P>pu;80%o&m*P z86$ofUgLnbR2~hV6IvvVifFE`)FTqi$M}q`pNr0>B&s9~z0)-`1!1tko>gOoYbYgX z@{3YM&raQ2=mg&OY=sZn`Or1Tij!X15;yQg#7dm!B}P>{QgrzO?Fn8n;YY7g2MBO? z@W(MeQD4#+vjtpSi$s9#8^3}IA?^+M0nDuN8tH~{TicUB0JzaLdj)r$Ps_Y%?60WL zUsm2iV=BVHBdB52?h;syHqDT|3iJ%&A`8^omgeRj_`tuwF!?k5^%wrF``1s+Jw1Q_ z!3$NB;ris}Jz2}S5kKoS`^8< zSOzcxNTUr=1rDwvnjst*9$H56yGjBr`YvB(^i|2fgEU$ZrU_MGynxZj%9^C=c3y?Q z;Ap*7_>yh%+g8iR_n=>h>|G}@&@u~D8%F9~q%ay3-RC?!iMCr1OJ`z80o3O&2EPbqz&w-gjLj}Fp(*|qX9n(DO1`$s(&C!DiT;A z!JW7Wm;#mQ@qyq%4`xC~&tMc@-M$U8zfP{!=DiQS5Bh%a!Ozb<{Mq^Q{PF+%zx&_+ z+AltGYVL{oufHFg3tz>-_|Zp4uY4qUsO3j=>^=X_R)E6!qE| zn@6Pj;%AEa6XtnuvTE~?imlcG0(Ld;)W)I2l{d7TaB&;bQ*>Hx(x4(+RJ zxTLUSXdZ2m&I_Q#@H$1g+-2`z-$ICeIsVL?kF#(Yi%zPf=c6T+}2Z-dVZbDugk z(G^&4%WkerMm{RnXt-|tjKzviWa+SHK6Ti}XRq-^aR7qPJQxZP!HpI_J?F6 zgU{U~7ZRa#d=IM~Z+|Vx?FHW+&w+7^-o$E8_-$0FpqY7(B5jXWJ*opllPdAY_xI{$ zO?$;x1q@W zEsk*FN%os-fFhs7FEHVXd73x{SQ!>zd| zz$ItS8n5O1v8dV<6RQ&| z?TJL|sX@&xACD2K)vFXNM_}mrB?3Ae)oeY1!HKAOkU(7IRHB`SRqhh78Ldw+OCzE* z5eWO=AluL)o;QL|=ltwAo&BaNA9Dy_$xa7)z_mj_+3kWA!3<$fE#r3Z{^v-rwmco^ zYMo*|2>bG4VxuTXhd^O=kR7N44`@#RpWC%b?A*A`dOQ^(!Yvn#p9uzWJSG?l%UAp5 zUgLeyT}n@PeSuT&2Za;MMb4%fDycp@;H35apgTss7za-R5JEKsVDJ`0gY99@vlwnc z`j53hgnovCjmuqXPE3@8ga0NrUZ=@k&8Qz@fe)6x^4+if;`4N|Xd~XB8;J8yF z<5GE%SQ@YR$P=IV1m!0-jv>rJq9J6A)4;q}4t9F;NuM08oTIox{nA-Pt0gjn?b_V< z?&h|XvF!0^;q2saPxBd>#g42R-`JzR6mB*) z8x@|D&rP(Z8L=GP8=QHEg!bE&nAwRm)EP-(T%Qc9GOaf^xE%8GKXkICFD3J(+>&bQ z-C(znp1ubpG}6#b;5`c$#&<1-0gSg=jpS+PZ{!Ms;BlY3z(qiyi56+GK_Uq7LOgo% zY!=6}6|>Uk*xjKE7r=q+Q~q;nJl;EU@>C}ES!!~x@!IKcDUr!b9E{brv*H@!o!7SQ zqMP^jlZ3RLw``9f7ivtv<>&Fza`V!|T54mATe#Y1_PxEEbwO2Jh7#8zUkilm8;Nu7 zDYHyancb{sOw1mg!wiFiujJ2teo}q)8 zNT4bqM^FSr_H`25$`j??su3$R4*#3gs}Xp>Mq(k)#Gzw-GAk8?M(39&q*=qNw-1j0 ztN%b(#XXMQIzB`-_nINRvW??RbxxU3!}s^6{u^gTiVh8^I>g9a3!GpqwQ8e<5oEjl zx5eC3<{)mxU?q4%a2lQLaB)U{4PG$zP?Z;QtfP?)q5anm#KhomQrbiUdi$2w!G?ls z>MjJ`5S6%{wX16r=Gd%V!S_&hpOTde6C|HacT!0mE1YHxj1{9!@0bJcm;-Xxcgz7V zj-ER_CeAc^ z;_=5vmo8meel(>-f25*Cx9B8Q+FJC?#eSTArZX8Cg^57p!3Ey5fTp^&d5oesINqQO zm4xPkO+0t=6@X3U^c@$dR6$af7CIho3l({gQCKsCj2S4tHML&qpAsu#)v5%QyA~@Cd0fsH|C}~o)<;5A7sm!T3arGb zE3hFNo5Mp$V*i2`CZuCYnv)9jx_%2~s2fBsv-eN&1bqk`jX{zHFQx~~=$ zBqGbeK~QQsssrYdw$98v-crJ(egkpfzTr(MA5&du43vcLQK>*%n0w`R#`#G^z_?9q z*f1|#CDCq}6hkMUEqd?%7@Y}s4>X`34HtdJU^oss$cd#dfA|ac=_&Hz`JY_8%<grwvWob#@j2d>IHMGLKQS0M0agHFIR_zaKjAFrTn-x53j8C za)EduIhY3SeNmG99Kl2}()O0Shhym3Z~t%?84`UG(YxqvMJW`N)5212$tF$$T- zG|LrcVSctwhuU)0^l8^n9){oJN0{OoigHa$ggrO~7Bnqv#Aj^>61$Hg{=~=i9R!xi z%Tz;oZG~+PEM-^=L$k%kVz!HuTZ=kZ)=`c5ozB7;hvt~4>30So_1G#+R5x^iA9?)r z<1kfxU)JSt-qS{1Az8LQbEz#5x{ZIrW;+ei?dSFna`x~f!O&Wtcak;DXAm?dRw{`z zb)N=UQSjGd)Tgr-hr7qvJ0}}!)L!a3a)H{8GdAAYoav{x$2dUpAltzGzO~r0Lr#;3 zvMV@MPl|0yuyw%~~IZh_LK(4mvhPAz{j%@0kF>U zBwv-C4?FR(n1xzjoKwwN-%mLobQuSb7=hyJS(j(lfUg{sU5o}`DCLZkZqo>oNDCk^ z_;YPEoKu8v^Jj&8IZp{M5qoyEvN0g>*2tmVDu(3g^en^)gvnWZoJ!&H8BW+*jU1W5 zqcfU){q)O4Q0H|xda~$?H&n%l&w7)cT=P9Nntz5{$ydd4m)>~!3vZk{HMc$gwFjyY z?W))C;3WP%a4jkDs)k#cZNrz*m6eR=c`QkP?8*0N>wQaU4n2QJ5V6(xj+ z;Tf(P5Kw~e@B*wifIO2tfhKd-v(uqA#K9foQ1BJLgA40zGW&*2$zJm*tR-E8pfx&x zZHfk0s>M)r53|SmB5_V|XWMm2S&kWEcWAG_BumZ*lEhDD7tfKV&j%+N7qmea#Ady; zg~u8G0MFs8?uNhLqj8&FFbK>g=o^bJGfpEdJS_G(6J3X!FXBHBnlYpeHxy8LVo*TRqwi|X^rQE-KbW+QIBUny|n zulftu#``Y?D|s1B&f=n!r=>+Y0Vl5yIpxMBCTelCH z+Tc5_<^$0YT1;n+s23z#L@hq$aOsV|@`W$`_^G*1&42aY6-p4XKMF|3M>N{Ms5`9>KBAgD8ELyQtXyN$@Hs09J>gs9}CCt@)(i2Rwy zpHc6UG0C?;RoZV9^jg)f+-*Kjt4>MCWG(6;8wiY@auT%?`f^Z%%E*bOuf3;`Hv!S~ z&w)Yc6a`bxY!5AzF9ksW&~)|P5^B|k)h8Zg*?*TDc~iV5$1zCe;G9&v*qIW-p(P;R5X7(nxcqqTj?vd z>vZ4Q9QKpnvGhtO0^40D@YcmcOhfK~+>v|ZnhLLCe#FoRHc|+ZdP_O>0^8MZrfQ$N zr*eAN(zLGF2VPiV3xn)V=sF*EBq{vPM@n}BE*k9>cXQ16F065o5~2ooZYjwgS3cUe zYI;M)kPx>E^G+Dd{_M@8&IIlNJxDmDoUj>8>~*#`+WT9fb&zN^*lgiA#PKXU-;4eK z;Df(4_wfJr?nn9Ko&Vn1fp>P`J81{reEPLtp$6oo`EUNf6+0m>^8cW}(cVZHql^&- z7GlcA7mpqV%yofA^y!!c1Oev<;PPE$3UXm4i8XJMb(cQ?23;~|CJv}BCW}LY$fqg> zj!c@O{NU0lE*KwE-pJI_&DcCU({4;&$O}@=PC1}82l&A9u)GvzpHvu`Gb|L>O5Qco zF^-3(fl6d93O9ZPY(tYLqN@xhMmRk2*gJSLjNibwQJ6}#R6G*&0tZ4uwyL*Mj@D8E zB9*Yq0*WukWdz_rVEW!br5ju8yTf$*2+80vD| zBsEk7gs6iF&IV+~mJz$P7WrP^K3G56!}G(h+h#_;>(vW*A-TuQ9+Q^}JZkXD{0art zxw>|YvJ@FAWxBrgbI?~PCWBVVE~3+M7^q1eNbdt+U&`zu+whWd%@RzjLIxxOWIMZT zZzzN5l*UFJa-L+iyaLL|+;jeg-l#rNwQ)IK+6Ve^9Sy||qRXpUQldFl0$=VuT{S!t z%Z7r`CN;y+2@sNO7tnIwF$ioRLbu{MM}=Z435U5#h&BN*kUG6;XU(X{I53nU`dYzD z%a zN)2#AF)Hpod$Pg8)BsgK>k}+zU~hbRK#lRjK-gIV08>vs&g`nN_|2iYOtf_iW#ErU zT=vV)zxFE=QJ_D$nU!!yVHm87gIoiXwSTxg`X5qptYu3=#HSlLEKZXSOM{X`IJ$gh zg_8wT81D#rP2Y2A&Sj)?(WMoyB*_vDAsUZ{y4XS{Vq!ORS{3~9ro=GNkImibjG@=| zP(OXv%S^8pZTmVCMu&-Vq>OMHO1P3Ek zBbBTJ^Ay}59{3vUshA58Zw^wAxtrjjs%-baPqzr)J+><7!+aFKJ^2%YO-xYsRA5Rs zIc)q4rZ9!2u>?0W=wZQmAqLTOq$$8AIb-A#zwNz^14UwsZUKRT%;R*@lD#YT6+*Q{ zol~4ntDHh){ctbHkCovymfyDqpTSVD6z#l9n6XiHT=zi8F$tG!rAqzr=IzN@bF~@* zNsy(bf&*~#J_FV8Ty<(g0sBOB!5WC{ zR}I7*q^!7Zq**AbMi?b*mqyp+u3l@;m5nzpikF7p^=mZRJ%XM}YvA$_cZtI|AcJYx zq}6jT=J9rlg9Y@+L(N78+WOa6Lv`tmhhF>7|IJf#KREx@Ya(7FaL-t-`R+|G`jg9} zZ~5QPkQ4!xiIdc=lD)NH2BD6ZI6r#R6KaESFytChs6BWBrcp_rlH84G3!}3~z%}p| z?}A@!-xLNt{@Mob&UI*Ju;^C%Ck`3%k!|~g*JTSDEVoa1I#CzDkeP8Wn2xW`WMN@0sSyd; zeUu++&A*`S_)m46ZV^@?B_Txd7J|sT)GqN|7dz!X#X<8&A3iLG_;E%MeM74BUOcfi zF|l0HwDu~g(FxDON~cSU{eNoi^xVV0GI#pDOY>Le|G|S_{=>|lH(vam)l+ki%zy2B za6VcMcW=D>fuF68U=?3-S90&^ET90pRg9Pxl&OkHyC9IUPD3TCnG9LI(tK^B6x{aeMWF9=aN~X@Q%)2f zbS2*gzK<5zt_FBVPgV(2mUlD`s0vl5R}41W``?1Vpg8>`T;;SVFP{_yxKM z-Ij6H*}sG_MnoMW11$}%$zZWgOq;8+TC#rf;5hBVtdBR$S4|%m6d8^zlce$3mIabw z&juTPd6oTQIIsWlqxYBp>HAO3JwN~T#hH5j%|-o@r$)~;-geE5spUtSbV^Hg<@g?g~=nz(lZy$QqHe!>h(16&(kvueDK(TxULB|$iEG4;7c!iA(rVSr{`}6-! zYS#bu=l|W&mFn7Xk{8z5rbpC_f1s(iCg43*TKDJ>zYJ_0mz(vxBJhN@#mF zru_C|{GNE6qKNrupIU(!ycWjc3gwhY1dmA8jteWSehF5`Fd!0%>|nZ|$pYd>X|4=q zbG{Y3yv}5~01MX_V48L8BV*gR85sjBQOqIrNAVqI#KDC6j+NFc@?ef5?U8)Pw zWfY;tZ9<73qYmd2A6e8XwP@}><-fL>7uU(05+j2tCr{jm`V|lgRN-0N5y3{rL37VY z7`X!|eZroloz0hMvXO^dr$e^Ui7~7!_GM%^qd^?RGY`jXD&o@b4{^U$CNx!3CM^I9 zv>6UaB~iEzvAdNW>eKf;WxLFcR{o&0H8Pu3l=f;>Ni<5MK?K*Tp3kAOm?BUk4RtpK zAaYgP8evjH3IvtiftTq*gpaZ}*{x*fg*XZ$i%7ARnDYUm@9lshvOI)j;|$akC=oWdNa#@J!fi5!m1M% z?CTYIH28%F96SYf$h1Q9N_EX9yVSk=>kiPmdrt zXOF|+dHdW#YLH>-@KxUy&1+WTD0P|O$j}I?jf-Q*UL+ic85^kU)mvV*C?U2^z~#BS zZ6n$PYpHX+*;HO$+pm06TzFqf@8wVR^gF1bJ6xC>YG$*klPDGjB6W74Ok&`%0o5q9 z=2^Y&%Du`oPgpDNR{0I6>E}8`oZ)5TuS;+Ijo*3N79T%x=^7@_bK4|4jh?YO;pdh| z)2247h|YU3O=2FV8ggdLLlMWRU?O0*slnG}o#CA75PZ>U=J{~jDIrg2oOSkoUatkv zV=CkYiY=VO*Fiqn!TT*U1#MA-)?R?R2m$!iR5V4?B1a$@zB z+u65BEUL0tUk4g!A--MQDQM^rPr(j@;nOwjnHB3B4bI-(xb1k&UM2_Y6V~j&Q5wpV zUQv0J3&+wq!CEU5b(ftyuiuZpDa_Z)<11_d3t9Vw{s8uxku(sE&sVk9{xYx{h$6}w*Pnb=Woot@xD`Yhx1>3?^zFs zG)iyK6?Lo8lU0N8S&kDL$%T-|k$fWh}R#|_t2V-NWrXGCHTq#&4dxQ}U@JVxJGDtWcgJ&R#U=jjb< zb>6cKA>@;kM z>QTVl3bWN+ELF&PXdFf;fGtB(GJvWiz%L8KqmX?X+PMPuOjH!?&^~$fdQ%3SgVrY( z9r$szIn$q{frkyDkwmSYR{D~_NNV&&2$L?&fNHjVd8iF6m~|TsJPqvAz3GgsYGPyy zdU&{Yp{lDp58@zzOy55B5D^8SK!KaqBBJG!j+}^X z!2xhUk0E=pd74M8G!PNayp=r;5(K^9~_?D>a^U`g)-D3>r@f_h`Y@@i2WJZKQMafE zW$?nGD5%2lxX?=+@P}MN<(eBVf8&%;jMRR%h67)E^V}Q%s$Ffrxq1EoKl~&~l zL`2{i&I?ZfURIXhL~rdH8YQG|BvFcw4nA`ohJpGExA44hM(|-oqIVYGAx&OPu3y(y zRm6b}n-*_4%T6)$XDGAhYzuN@*rmH|;}%CsBLXmDv7$B?b^4GmQ5x<^!2WQuZU|-P zc!+IuVOz~vHANa|)$nCE6FA`nm2(b?oxV6LZPRRqS6$lL;wI=Xj*U;^RTiS_LW!;qTw7%K zaI@Tx98t(vYiT;&=DG4HTX;zQ$({L(MPK1E&tm-Mn$|t^Cc6{C;0t?#ER2=m>@3Sk zr?IZ5Dz=q#O(0D}rB0;w=5!yS%(pNPiy}_v=1exQj#F?5twTf0$sg@Yp6nF7z9L@H zC4$vTKu`LlRjFRwS~L67(1lzT`5@F)Ups8v97I88Ih`E%B+Sqp9S2CPFV>D1DsRGCd-ED z5Ot8l)-JqcMNH^slT|0Nz^#b@QYLhy1P?cv#&fBkva273!7&gLfaL2c048xk-mJ;L zDGkd8*Vo`wQHC9YSRjbv&-315N7vWS(59hR)ITs2B3d*!e zU2keFuiB~dHeCz(ndC<>gD0dqbRdK(a^CuX4?XxBa}Ry%!QXiJyWai6pJrY2ow>cU z1Mlp>|D7Fp?FWD1J*Vb=X#Vx@q4+I|Kx+K9o*LN7bcU&V@1sSu60)2Rmp@>_>4m>{ zNgcvO$HO*02~Abh6-`0N-JCA`XkmhON2Ke~Bp?k~@Oef2t1zd5jHK?yaNxcr=MJSOpg2M}rqd+O`bL1mSDw570|_I1;!Zvor^YIZ$=#Pz+dM+kzsF zmJ3*p6Ew`e2M}5w?U+IS(KI*}i6hPmk{(hgW=|~I*wLM*tD0MjcI4-#ALkCm=F!;n zK36mb1s7-@$Q@RqD#i~0b(YdrH%DvgQ}-YL1v-;IIsf$^Sewwvi(6{VTX1Qkk1svG zJbG8$#I4~%i??^!n&{ST%Johx@uGIbsT{I(hvZYXQ}OhBAL*H7m+%g;P8`M_26cH? zZdnnbe2Bu^$cBxE4)T<26M;;+)4R8cyg)R?p+N2lxrr)BHUw%Sw11;)u{2A4d5o^7RatiD zX|QST&48$bbsEponRD>AwyAb`N{Q-gL{@LYUdw{iaK$5lKf$!}yuA>*o@=lI5Dq>S z{+GS4V6iFIGd_UQI72FuLtFOD3pF{rwN4p^$Pafz#PrNAB&w)7o~~XDNTw^ReVXM| zKb_`5rq53@X>;|nklmhae$6}Q=U-2jW@`}afCZSpR}(p z;jrhQVQ_F8V31i{Mf{9=as&ojaWraN-Nf{g!np10$5a=>>{h`xZign`3en02X0no9 zQs!RuM|*QwM8$x!B(=k0hs=%9!z}d)`R0R7a2N=P&b#@tf_XjYR|&!xmAa_X+mTv@ z$##(q%FPBeMoSWN)198owOnLN_YZ&JFQ1w_KmUzK-li%%OF|&xnM&or8Bh+;5LST1 zK!4zuh({wznCQCsT-fMb5!_+io}xI1x6wiJ>gXKJjtHsDvtgo=5K9 z;Z#5J*Pon?ptQ3Xx*&}fW_E`B^)y)k!3q=Zke$<`wN0e?=`^mBPFN`-;`RZe0Dic^XHhYD>L{7tOiY^3mil!B`bI_ z4npcKT=uC@Q{OXHhvr4C)pLz%`TpuTn!pjM%M$RKgTl~F#}fz`y(N{sUzbfwIpt1T zf7v#5cO=8|x;AouYdikwq>2Xo#mRlh_&6noyrjDbr-Jw8`aj7X7pDR&A(@^{;+Ma) zh1i%hhCi1Lh)?m2DXq?sDlBfO{l9i)6>vIdNgkP!=R>joA9!f)J%9JzAA8`T2mefV z!}#LA^7>EzMT>;o-(Ev!lc27Y{8)qEZ`sj@Ru_fEyjYMLar}bai~LPpOy_baDeh#H zX6{6XSD{AcZi`*23}FcFD!K?Y`S030&0u@Q<2rdLxkhuR%rTdf^Nc1 ziop$eCPC92V5~)7j3o2Yw}mZz<^8XJYwpzC<@vw!;tje0?Mz6Wf0nJ6*^x{Es)ilA z#urDu`%$BhL-NS=0M`AM?<3{HK%D~paKPc$iNnQGsA!#(2XLF)1jcD&haL%IjB1xc z%5=R9f=@j$gZi3kmDD1Wgc*1AV-{YpN+`l?(NsA)eW%&F@*etQl;Z7uT+w{%S;!+{ zCS?=mbTe+aJH?`hja{EOkbu*WL!yjQdw~#rvC#|EW8zG-o1c{qN@uq!bjbxeddVai zG)sPDgp6ClG`K-XHOX##Pv~K3+|eemxm^pH{yYUCU8H0ZFC0T6yewX4P3nF%bDAv! zs;mr!PrWa18Zy6jYy#`tYuXYFah)=AaX8ZdP=*+t=$I^2i6z@s~bxgD+Ig5d{eIT%vxmPXIgQ+=Dg zaW=fEF%8T9pdG3q2i|-U@HV*}mjM~>=W@WPz~~50BF|Rmf{|!6fOZ}nCPwJedqy+= zz2{j-O$!g2iUX&{LNHS^i*ijTw}kSHd6MO!&Ty7RXjXzx32SeFLa@b8jj(YT`KpmU z3x)_d{TWh%5y6uX)>zGr-%=p1cnz%etTJ`o@wM@#n{6m+!G=q6W8Z{h2U*8d|bj`RV@4Es1ewcJ()M{bzo z(ROo;rs!pYdKwT3?dUc;>C;y5s*~rcF_&8Tps8@cBx@hwSMm;4-W`k6iNsD57d%}0 z;^g(8{vMmke);>KJ-UN5^R;XAP9xUm8$Y@{I+JE_7l;ODR8y)}C>;SOsb5g{Rw9g@ z(k&Y#l^Lh$27p|;Fi8zLy)-*|13t@dPLH19szco5aW@4UD0X}?pSFlB?`)j2j*5$n zO@^CoKLPD$h&1a9E8B!gPpgAKWY`29E-4>5kx!C2ULuYQx`7j-8AQM*R%9cK-H?;0 zs@uUq#PKGBB^w70%;p%_G`t#~l=v=pH=#8IXerldV@Zk1J@Y>Ex`fMOIzT4jwL=$R zlep>zxc5xEFktJq_hWv!Zoc3w(^x>SEeBi|-9JUk=hV`kJJ^PLoI)d{%uh2O6v8b; zn1fSYxjiAesA}Bu6NbxPH`0(3qKn@pFHK<~_BZYp=pA%4Jf%j%QV-#J4PfQQrT41u zZ^ETs5bpz*Z|N(~zy8xejecnUr_Ns)V-Nugx*?}^`Onqm+aSdzpk;0d2^!0z(%I^9 z88mh~5}&ICb#Y{c(XYtj3`pS;g%EE;NXDCI1IU^z@-}^8#evCvLRXqahA`nOwty^w z%SBu>xy-Wp(0HWOv{w8wKX15>nT>C=*0gI3rIKY4##~I!GdfbaXmqTbh=nna?2?rf zs3S)nF~eJ26*v^-qXv8Hg@OUJgpb^y@-d6CCtAsJ_q98Jk#)P6XUoI!grAm!gVjo$;zH}=D8N$(wwp zkJPL~hpQ<-qjr*>`F&qq9<^;U?4%4xomt!aw<-OsBE?-kTNOYXn?@rV3{BMz;JLUK zbECW>*zQ<1`g}$wV6-p+X>YKC6k?u17gqQty^Vt@@cZ>NMZC&<#*vYgOsF&kAWj+9r!RhD8>!d0CU|{kz-O3T4 zYVgHNp%X>dEfT?y(Tu}CI1#K4pfgnm8lsH!M2xBWYq^q9#NQyu*1;JS!vc_=k-qQp z+8wg>IL-_cMzeOLG-02zL$Ze`NJJ%razl5_lS**q?e=|~Zcn*?&q&CP^sKPy1e!&V z-GUnn3x@$W4;MNkI)iKTR$}e22Di1g*okMlI5;__2`=QeG06l5lPM4^rM-C4-*FW+ zNODXA0P1j9j_<%fK?a;^pGO>`SMKv;c9aD%IV2h2a@`?p`?P6WB%Xb%f zhIbhQV$XO9CDpjBq%s&2w$QEx&tQYFn<|Cibt~?WRnL+@qCrFLx;lXa>SuiMul-}x zo#*G@eBf$|{aV-R%w&>$hiBq^A`XuO2EWgf%a4A4%5bzNskMNTypNuCg!@^~X=PTg zVJxFeVXaSHN5m->^#whcM&Fj+JKJl$Zhcj|&(#oFAN zETZGnt?+c@WV!_~K~{w*OLAe@VC6ovQA&fTM z46zOg^mos;H$6D9mMp<5ER|!%OW>TYJds~iUAt)O42oi?^QE9~!oh}D7gLv3YKNG+ zZa|KjpP@bNQl$gA0oTqs^I>|h=VlRd*1{-4tAe$Bzk$qt262XM{>tj*XcR!qOXe{?U>3jK22RMG89+FQVEp3p+=(4#dO8@&~E`>zQeB zV0V}8?%oz;AWyn0l$&Onm6I6H2JchhG`qru`hH;52vD-2;^lYG5iF{QshDPd>J3jL zkZ>((9EkqRK*JtJKEpIKrw6HFF0nMQ2JSA>#SC@)_>LgrsGfBIQQ8a$L~Cn^Jd^-e zGPnw`0b5;WG@tV*g}3D->K4-)IsE39HA-9#Mn4`4jxJerH4uwno~qfHfa(-*8j6dT zWu20oDo;qXFP;pNgbYIx)9h}-+PA~;ExJlrhGL~D;3n?o3aV3u z8KAfrsOGd069&dreJVbfL+{FVGWi{o1wq zhT~&L#phKsm@(Zbd@7Ix`G<-S4$I%yHn)KvT)@!0BftocObJNuZC}ME>a70%E^*p; zAb(shJL>&F!Bu@C(7^SCNU50yAz&D&K|}Iefh*UU$EGMvUYDa+eRskx8b;kgBFc05 zEzZ*-@9unM-vAEmn{l{-dT;@G>;|E+)nfU6CMyUtR7=9$zD)~;b}$Y$vuK9ViDTuS zxaKhiSVOewOuno{wK49>E=DxA;&_j}x)>djBy3GWX25Ghq$Oj5p}XW6$dX^ zzf6=%)T$@d<>Nj`4Xl+**_8xbz`gRK+XN?wN2yL&;>JS5x|duzYo1^fCy&y>KXmtp zt|m7vXqjUjBtsjo6{ca>R(8wNA-SFHO`<~!=@43{BE%wM%pk@+>2Jn~0!xkbN};>P z0Xq~t$4v&5x;&Q>WujB@fP-gnu44EAuo%fwGL|L>1zrIRQl0!9@nuV2I{j-OJvDcB z{wwdls(%pR1tt)!2dLXbffEdbXSvDCqmstMBdEM)l;`4@z3;hYQ_4|<8E;z))D^;9 zXqf(OiWz7s2x|3g)r6`CafOGkf~?q|a9_~Ygay$8VS7TvjPt+3g~pMJTDZ5(?_mp= zrvfIFIJtUWtpj4yFr7#`54%7t2wGjcRH8A*XBC|){iZ!%9N0k_v9}Z~HT(A}Gbs7U z3t+=|M8dW39HOBzJaC$(Gn5@=z2mUR-oUw>XDpl-ILYl-c;D2YSzpv)w}d7G9@01% zHSne!kg6JI9r@%s&@oUO`DN=I7VFV%@k=gysZs6CRbq@ewwX(p>S{QG%5H2q6WktS zk!^X{SP3Dt(9WPs4r-&rQS6S>Y(foE07`QQu12U}ck>nAMmr6f#V{#et&oC2$Z))0 zaKO%hoV1Dy-IN=tWhZs9&Fq~A%#S97-*DI+(&(6-y4tHkGcxH~4Lp8Cr zG~Xm!lw5y^Q-8A47q^B{6b355Nr?%-Q7cJ_f{r&#e{XFNH zC7rlN?8xrY7P&if&hy;&bzk@O^1t5B{NB9(AAnE&o^lL-0M_|n2@fdnN0kC^p83_M zkIa2^{#!qBVd2W<$Gd{Vfn6k18v9holn&l0#j2b`YbtGtz$1io!q;*0 z@p(XSlzv!-o6{SFHyt+6BwQ7Mw}?a~Klvez5x=HFqw0*jSf(!a0`g+IM_r=Jio?>UH)2JDy=vi;`w(r1D+&I<8)EKgbz-g@xTZbQTCi)h14-4u zZHis%DsB`6VrNc6OtDbA#ly-L6ToA&l@i_ZI&W20;%Lvu zNdxWVHdU@p0-ctu>-5`jBe-eQ2%u;^8~z@IZiu;}|I53Ae0~Ocg5AgF0pm=4LED9< zM86LY4YfGaQC_wfp4X#d!KPxtG&3aD6E=d*ITf2OEw%?8 zvq&vBY_TE_COny6yytnV|8aRpfMiht_4%0gl$J&BWNR{{n!>y)Zr$T=ocPsej?7(} z|C!@2;CwNUf|d%pyyUQVH>3Tc%VWAUzD1iob_5z7i(wIb7W(5ln$iHxVxaY)g1&P% z)V<1vV{0`t7VfuQIZ>i*cr2#i5ZM+nf$t!qL1hF3rKl~K#r6;u2D@QC`4*$Db#gbR zT*es$Fz;+Z7#ris%U5Vi^|zuzzU@x*@Ji=Dk4GsbN<&whk#KUj7paU46L4acQ8Q}a z#@O1#RpoP4kXeC*OquXF5@_cxcyKfV$^+>a#xciQBe#go-ykt*pUG|pZc2N>Q;_g* z6VYaC*T}kpSTU4VUHDZG<60~u^Dqe0>81lbpKmt25HACtHaL=`SF>p73b#RQ7u>x!q^hIo zfM$N%P{r^v#NsCdD6}!HWdlLm;XWEcynXdoj~|))#Qe|wWJ}7rHr@r`soqalzQmby z?Hk(Dd19O8%?hP{veS&JgoATi>(q$ zXnpiWG2r2@x$aCk^$N_~BMuW-5&DVA$gXvz2r!ckG{e&55qwdE#jx`3eC$l z$@v1U6$gcbOgm)lC`j;EoDlCI9M3HPUTo4_;b-_2EyDTkitjoA&F;#<5d)5hHCs!V zR={K?>G1*m&(H2Z@6q?+FdJZa$DB(6Rw>h~BjQ}GBZ+2*$d`h{{zU^Y+@&e> z@o7=(Wj5fOikQ}gPWg&^fx@kQin z9=))}R7oJ&xx`98UihMDL8Uu-nIgzQ(BH&} zAim1rcN~;nUEom}w+}EWtm>e74KI#qW3_w$_sWe>%5H%dN8uc<4Ao6SR*3_?97pItl&JGJ8|XIWtV1id7ULg@{_KOlqfAS@?S}2GV@$ zF2}?Sq@=~1CMt0f#=HsU@1NCE#?50d>x;)qP@A)Oj2h1?nF!UY2v4&bQ>)6&S0&GZ zr<6gBb(`2c>k4lSSL2gXrdp5e^LyDWr%slZ$`;=4$P$CXC5)^P**o^uPyXV=HlF*= zmzSySf@7iLiO0T@>364f5=N&q5g}1>VcCVm$0jj-t3Gfo9hb>hg~B{{(WHtkQwJ); zAP5I_-~JGu=fAPJe2i8WspbjPT*SI<59~6?2q2^XYXC}y4OOn;(Ryt;g-l)U-2MJ( z(mJVXeF3g7OVEts3*f)FxAp2iV(;fccb>0*Y(dPsA;&$Ct&N1`ON;f`Xad5%2QJ;#I^7nqbaPDO)H zlT=7^0hBBppCR{29o;GxGq;x#sm0A3#D@!HV!M2;yp5aF7Q&V|=9)mAKHQwQae$2x zPYT8T)?a#KSxMpNWA>I&T?aZ^A!U#H9EiY)X%O>YpVG4%n^jEU-aXa$#$Q)Et3Ivf zt7{8FLYxEg0`C!N7#8Ki$c;oJ0noU#oD*~FxN$D#;>N3okE7EeyZ|P3Zz8rnfz>cH z5jU(>SA7(;A1ko@(b}-7wr+7ytcz``v$g<5Fwc2^2|qSV3gP z&0l-xEbE>m-vp70|E$NoxslKC!Y9ATV!sh39)bi=Qb#}xPK#obzMfHnMg^n zU7SgnpvbFyO$HdvCHPpeV)y5Q54$d#Hg2ef`W=-##8vVmqBT-(1k)^)vz{2nGf#i! z^WNbKa&M9L1-i9iT98+bq=c4^Oal0X&^2*uuWEN0p* zUtB{}Ax!Ef++H?uq7htOXAWWv$tLvs>F*>PLl}tx89Z{E%kb4cl~k+P$T;`rh%DP> z$@l=w3O=!=7Ugd~OU09F4+KOdatj*owJz%XP?-#7u}l0Y@gO)4cHyIWS<2gT+I5%c z|Nq-_k3967b07YthkonfuiIH}9T4c5aup zzL<5R^NSZRUb)tlV4NP5LR8CXW-F1Z+gAq3qW49mVh5Pfr0nGuhU;{alBXQW%D2cO zL-toKnH{-xMMVDN5s)%OFlbhtS`k}$H%@|;ti2gYHYGyGyc^! zYt$Sh-*|I$Dsx-x6Ew!OQBqedM;ndCElt;_EZ!{~7KS*)t!MJ_AH~YMJQ?3cEiD2k zCR)cjt)Dfvr43VZqY+B&I`naX_ejw6r)OTFOa(Kk$(fsRQ2ew53Je7BY-IzQUY!8F zR85Q~kx18+M?$$OI+xK^&4Fl%bS5J^P-O621OL%uIkIG%jV|zD+)*FzL)7J+ zwGhfbKU$HT{J-hrek5h3$q2~S2so&f__M}t@K-Hq4h2iz7QtPVrGzSvK-L)-^9*No z7Xs};J^?+sQh)FFf31FSzxmUfU;ig}j?7(|e|sLgAv8bFojEn86T=zHlQ<=K*&^A# z)8pA@c4+i_HsxY(=#}J%)A!J0N!55TimhX#qa5qx;dz@A}kaiumFjUC1$SVHi4w6tP9b zMPdTkWm5KdZMLrcjfp}SCOPBa7FA#iO`h0WU_3X0!8P&#yX0shG+l3rcta_Cs{DTP z3za|`7BN1I`QXhNe9cuf&!9UQKQtge0;4UT{k1;<_g!AQGkN#vd*3h=3EFs(j0R$8 zwVPHVJ2#P*gj~m}0>BJbo_pSWnZx8Fy|(-HfBK0dbJynI{Lp3GC;xYHBSYk_ra{-U z)RAM+Ol^}y;r@1)L1YrFC%#K73M97E|JKJGIf18yTF9l)Q-fhV7wFHlK*C&gz*vIh z&u99UtHI0a1O#?1LA2!PVszRQf%a@I)>MtUx~k6_W2PM84RnXJAOS~HhZV?jW0#At zjzQ|X&v$SJk^GcgHbj372q~}C!f2pMcqkoAQVN>?i{Jpep8KG*9 zt(?C(-6=$(ZYrU}O7alY^6H>~9Noa@tEWiipWydJD>0Xzb2R{LEG~F}gJ_~TYV0q4 zG1zU(p%AZW!ohO~6tr>WAb~cjlvSt5@7Pb@{`&9yyYq8jKQsT<`~|XpmvQ=^wZRpv zc@k7M8WUcKWWNRz)%3D!#{3^AANrsB$y2u{D0>pl3R}Atce;X{vMXblc$1YQtFms_ z2?VzE#^Wwu7{96w<8;ZXNj8*^S ztv-Y}=jdXMW-w+)c=$^fygVTG^Kkb&73b`-QCoSY@>rR#PY0<>V)EUGsk%}qxs!2C-0ql+XuY}?s`q!*2( z_WT$Wnvx#$0C_B@c>5p`Ux@<|?8{ZSvmY)&f)8wwCO^<5R-%+fjAlh|ZI17vJ3JesKqmp?R z{K-j$c~yCapUut#zwJo~7g2KrgyWSl`==vK^T|7^!{I7hpJn@9+5#g@NxxD_n~5Yb%*;AjwAR2e)$TdA9iC3PEGS`v-6sb><3yGo+O#I zxg|Ah`~t=y5&$3^n9}mc_5!1$2%)%sd(7J-w&o55^9435_KFy#mrYS5;xhZcFGVlm z5d4LdohpWij#nlXq~`A#0G+IC$RHWFQJ#$=tm`NysX-2NBs+IMVkKU>sChe(ZepHo z3iez3=h7P~+|y)h-^=s%p3C1rkCPVF_k;BGfu&0vL|lsmB46}!J%4^lHUPpDte4tN9yfe z)W>B786VJiO1HDNaMVY6VL3%}li`h z3~9Bt(C6F+j55yHum@zoMcKFMS7iszh^N7ku)B2Utc-mQENiF=i*_m(8uZD|Zdg6c zW##IF7Xg{zkNd;UwW*BboF!J=)U-z|T2DFE%2?dqY}m;8h{xV|;of(@a%Aq@{Lfrl zOot!Ix?(?|XPJ&{c0qNHIPv%|_|IQHhgoApo=}up{p@&ibz z(lm8nwPi37T9?&oGxvh1y7=e4-dD{50J6fKLOeW7m@jR3bkSz#ipfT7$!2!5- zhDl_j>+#*QSRXj3RXv=rzf8}4%)C?d+OoCy`Lgu7vI0aB2`B}GwI^1>B9_)(*fVdy z3Q1nY%n_&6#vSctGBV+h`@qAZZ&`}N_s1}U4MldUNTP0<8-S7-?i`y`|Agyn7y|a= zLmJPVXq&&)+bj?=(>FExIH6(#RG95Ad}#TyqQ0Ur9q}U~4?*Z7Uc7 z>BF6Bs}4mLg2HeZFd~WhDFI>6jklh_z?2GZf?}uCQ@^!)@4N3iGWW6h?<_5CPZzG- zKJl1YJdgfZTQ z!6Ufe*T2Hg16UR3-ET3OhG6hcoa4x_r&3v!d;cPxdjsO`?B2T@7afT0j?sl_khR4Lcm4x!Myo`NA}eDr=Rk*~n$MitT^4B}Bn zGo~Nd3a6Cbs4b3fGq0BWR(q~yiH#6N>~4xjoEB-`c9%IX?9B3F&(~iSp~835qgZeE zsTw}PF1oy7y{JAK)13jEU!T}z*6L)Q+H8{Y$Gb1wVqhkaI*a z)<>w(0E*$aC`?MZ>2c=;nZ`;(>MIyH_ROK_ctP?bH@LDJWZ7_BxZC!fHubsXxM@L= zJH_v$009?XHxT;%usLutRqR3IswfZ?T)JiWMYHlVbj?i}N(um{28jaq3KWI|lEgSm zk>=L3hq~(>`;;u!5qP}p2#Kw;IauMh5W7J3l^?-*Q+~4 z=!d$>f&ub&?5D5a`!DE0{rUN~?%s#7@>f`M=fudlNWcC46&_$}k@AYWX>J}kQ#)n^ z3h@tG&6MU9uYSC340V`14G-Y};SII6_ceH0B7c`xM=mBB$e>YbYZ^8&(3B#K${@(^ zT@{yVd6PlyLyAoXUeM|vOvz4Z&RXFZJk~S3RUuxq>KEJGS6GW*bc)->!BVD8l;)Y; zX!q-jt1yx*MH_$AQ@hH>)~ATv0e4&wbW$7n>I{n3)ktv4sP*vy!u4|cSRMM2j7*lIf?7(`cm{d3k$-p58Y9M3079$@$sp&?`g}bP8A>)WJoeE%c7wDxW2ED2G?XnZJ+ znO<9N`Iq>k_8Z*ex7c9Sf(KFBeF^eyR^&r`iBIC_+JvYLHS1#gzN{;h@-dr1Y%{Y= zJKNb4)`)g%W5Zk6I}ov@-_17CP<+&Sw**KVGz!OoB`Dj%E?tBsa6Gb!hDLJQBz&Ta z4i}VTDIF2Pyp$g(?x)*nJ1iIQLl3RxRB-H;BVs^QUPp3n?UBx7SBVjt%SnD`*`7@+ zQY*1fHo!yw=MTbteXxc64~}mJqu_h8a%W!0_6(?>r0cR4 z&6IEzwplBg(%wi{*r1rbN7IjmDaBu?M6Ln04Z^elguS~oq2_@^qiZjMaOLt zKv{gU5+r<#mz?{0-$o=+|13K$kVR7RTlaqhI2F$z(OMsRm*i%Kc@5fvVCo=k#?|>- zY%;kazHjy-M2~)dqL)Qq_GZxAx@H7RnrFxOB0;`?1GX4WP7v^}Z5^twMqHq{c8RDe zGmRs~Y)ge_==rWa!5asNr&0!#$UtQfdrplvq>7YpVDQG1B4YaLx!oS)ERWLu10iT>+3X?7h@ zK?4?U3qW&_c0uauz+rW9_B>9W2ahHdEg)-srC!7m`pjiX(A`S|=f}RW^!0yCHQW>P zKfkfOPie;9bLaHgo<8w-mEy0!Dr-y?GXAmp6zXB~)&j5K z=Mi%D-!COV0WTTYBpA-g?B)os{D@z8+S%?U8Q&*lg>lIA1Cl*Dm{MCtnsREnNr1Aiz!41 zt}z2-ml*%v4mRfj(i!9g+m3OQ70h@P!&Tr0uZUIQ_C)Aqtp;1k@JxPs0|D|5B%TKh z3*`!=m+?&|fO6pA!!PVkh(^&Bkc4alY5;6p((N^JMSwJkz;ja|s9+USoA?eD2zQC* zwolicVUbe;36vKtS{^m^ibw_v{(@j|n2SsJ^VM;j=V>8^UJd-xv}(OI!iMQ#+ke2= zy8VjmJ^)z@24Ig3IE&3@kJ=8Oh-+P47XrI*Gi`}_2Xpcg*qhJIM?+q>(CwxNuMShJ z4k^f@g0N9nBp2Md<9@b~W3Gw`?0wJx!aK-b#A2>i`(g}#PP*@=Aa=>;8|^UfNuSB# zv}JL|9w2p-RWmiC1n(qbi5p>e_gW=K=qRzWGF8olJ$OL4!$t%hjo>r};{c(0xT5L{ z;IEd)Vvg6%GE)%e9f7i^70RCt&#_SXRAaMyWi>S+EL(Smz8iF0t_~4(n5d$1_z8Zl zO(6=(B_Ntl0*B#Qz6JV`0^`hO!KIlwktGY)OlkM)9pzgROMfzv>0eP7C|08q% zbneL7`~TjDpMUfsfBgT^Kd--d@2~!l3A5k0egP&t7&Gdx&o6>4u5q%h$NDoT9v@a& zbGs#DT3+9WmvwV{pCY^=f+L?+MJK$6w~{yr9m_>*4W;zzjSqU}$~hAc(Zq|>b-_eI zZ!SeV-k>SL9`Nj^CC`Umd)#@>;+#rd}{t?jy*652}voAlPQB75Kmfq;v z39eI{lc}ydA|`;po$8yrQ)2oWZJMr4Um-r5CVkPF0vDbrYLHOFMP79c@k)Q2T!_95Z4iC7!b$ncBI=9g z0%F4sf*&sfCWqViT*mp)6qk)cp?N6$75yNlE|I$=ooQv%O&JJzs*RNCQS`q$1xK>Uix& zdO`*4aocT_8}Sp8L|Xmpr3rd!GWycg`(KQT5yfy#GZu1>yzW@$CX)`fX|{^vua$c7 zlVn0d*S7`ahq)RX6yVHgaO}++_kM#yq$~5^+WTFZv5DD!l*MAg*1T|SYX@&{cY@t6 z)9}VZz0(MKmwIxmR|bo8)3bLgcI*jBpeY49T4kOucNwi&dq?r&tsT9-k@9_lkjqK_ z$Q{-N>*rQ9>?w<=9tU=V2Tu=5S~DczPK@Rk7`j-5T6E{*9<@C=Hu*&Xo)}Fl&W#2&M6)%2lfe z@%c6-W{_UdNZF2Lt}YrgLeNS1AEJ zKKXib`wc5;6ILu=6C>KHhkka0OeLDveNIM5dj0ywEz9dBxaX{c6nFeT-E)`7sm z%uvwd`H(07pe3xXVY1JN!I7 z0ynlxgt= z64WR3>=7<)Pck?4JPI5e!{P|9mqC2vZqk>#o!N4(ue#+rAS>VwmmWKhUQL^5GvtpQ zf;o9UM)8zMVaVM3(&l+eX~g;l7Zo1XZ^de5M2VrBvIc$KeMcS(zRRq~N|$5^uwEo- zn{xvqRIS>1G3IU-*@?#jC@k~y`IW4ei|oHxc}zPHBCk&`q`f}5lpz_zA#sE1%?L*^ zUTRDgol;Hp#Yh!Lg6iyp9{~kGtnIYJpugY!cjC}(xQcasdrSoc4oShI19O3DI!>D~ z7FBm4e|N^*dw2+RsqYLOrt-qseeo7y4bH-Wd6jd5zhrwWxxwc{p=5U${zY(1VUEj4JH)_d20^xrPl~lL z^}!EuG^B9}xTo@n;KGfl5!;Oc1L<@YAdnPrD;|XRC)$*|)JJ`4Y5F4YALwRRdHKm8 z2pwGgWUjGMO5PTC0W*@@$l0^cHkcaIkw!!5J+4%UX?O!Pxwx*oo!$;?BW~fKhj>d> z8C}Hhm>@5&LBtKxq7aktxkAak?V;$1se^Pi??yS$p=$;`SD$P!k)- zKewaiYkE=@8H^i^LJ1r9U7XlsIYv$`zcSsFpKNP%`~g=~Px{QeB4usH>+t96%m zB@s?=HqZ0Zty8M0liJ*S93u^59hP*;;<<2pm+{IKb&tDL1!2Jf-KDUOQVFs>iG?}( z$q!JqyZ8K{(c4u&u)IIL_2lax`1Zekgb6QiUsz$yXKnPu*<43%taHQ3GBshb^Q_O0 zU*^)!ehvxg!M6)gQ{jR>6ESy{<~d#MrN)Y&WY%ts1b)!wZe2v2xt?->37GX3!Rg#_vtw5x`%{5ZfJ*@;$2m@3l6uVg4Ov8en`O1>+v8{@|*3(@Q zl?GGT)*GIx1K48;+zx%Ww!Jlh`o^b1cYrhEi=DPNF>wPmm4s!XC*cVTcD-pg4y+Ky z)Ec*YR|&G-J&$;e*5V-haiN8qOQ=8wE^7`(^7SdxpoD79|1=kX!DB$?#o*Av;18bypuVNWBp@bju9ZlBU+D^2Z zD_d8x7UH_|g@ha5^BYst-ad2NKFiCF={jTxc%QkNqU3TKSaMouM|-j;Ry?a5o`vHF zaQ%QlZ9S+zn|DEFifc7s5$w`0I<53u77>4u_%xqDf1_2)06usEn(En58Uj$@mxUI2 zs!ow@0n0FAsrEIn3kMdX^($16^(Z~Rt%#x>3T)Hj3Y5{}!*?*^t6Bq#nl08@abT#@ zCS>bJ!JCsPP%9EpNay|fb(dDb)A5DV_?C>}M;|RF`>nt9dSf&AscIv;Gj=hJT6~j- zIrR?QFuHR_X4fV&=|<%k{9a1~sBW?i+5rxh$0~iL)<$ni^HBnHlM=pK=ZpQ3$~KWf zL(cHlblZq}V#ov|1JQzv^;E$J5xC&QQzhmumc{(xr_;*2P z9$Ui9f`q99JN`5;by5J%7YBQuh|=0NnlNb?g-^mw>};8>-zG*&P-&HhQta(K^&s!{ z$=DQ6fs?kp2^c80ModdJeFhYA_T*e^H9$|&$72&AQTQ=f;tuBCN~8fZKA{xM*wY2- z0kpV4cnH2vyO+wPN@@?k=jBjya|{ZO%%0pV-*sd>J65|Ago`mM*}Ee-`+&* z**{U226n)wHrI&CQbWraZP=LIRlpa=GdI}HqS6(CZ!`Ce87VDT+e1|F`%+1$erid; zW70lx^^18W?{EFoFVs;Ger%DbA03?vetHQ}EBwafTig%2Gs2$2S*aOSbY&KLM_`Kf zt8wjYH%JHiPXTv$l1zs_rR==PjAk2yj)3%7xOJj#58}@%KVrOKl{puB(^4i)Jv`(I zI4fsjRwo}Wprjd8_!UK`Ar2%DS%M}wL)A39Hh&fpYoZyDMHh&v-SEB(w;+G@VbCt5IAdYD((7it2x z?cp6KnZ$2957Y4wsc?%*Zl_bJ410$LL{o7KXxK+p{8FzH@Dk(eSn2u>vgf&jmb%0b}eZ}4Vy z&M8Z)4|x-mp>>@-F}MeD$JIBb9Zih@W?@4{GrM{g?7^GCE8}6-<49NJOUbdUDG=5)Hlubj!o!;Z>)_;yfTof`q*4saGk8LMlY36#L^NU$I#T8;)X`@X6N7qAR0wY z(*Imq5&HH7(dY{dcc7AX&@m023fLW$0D6fgZJh;_3yW0kK?5?%fKz6fYb_lLU54)W zn^FbU(b){P+gT4p7$nzfzcR<-ayEIc1=H%XY6F&Myb7JD4qFQjRtPO;;N5Z^=E2Kt90h`JrA>ko_8E3TyV{* zh&Wmi9-MVC#0J9_B{CX=6OTjyUeXqHb;ts=$68-L3Cr|Ju{{l7o-W8!kq?fQeNq?p zJZ&*+L+!9kAClCGT||eV!3&c>@ySwdNz@zL_4(K5@BOJGbDx=i``RKIkgCRW#HL&8x(_=Jfj0*AYTB6C3Y9u_dORh*8Nc#d z4uUko#kLS6U3Idf&TzSi+=XCTQ>pIcb}c$m0;cK1wsf0rxzF*la5IqW7jZ23e+<=i zy*p^Vct=DL10qkfHj|FAq@ZztNb%{8I^19}d^EuUI2}$T+;^w-|sLCq!IIXXhHIe&_Q%qp*F0#ve0sB%z z=9$o>*%h$qyBiFxkKY)v&8NCH>^Pvww|%C$U{4_cinDnQ`U9pM{A|s(u2r9NxTyZ<25`*N;|P47KEYMG~lW24O%f zrd|hQhH?2oSeG}0aJD8X-GvymcnH9k^n(%pe!!e3qe2{I<&J@CR~QLg@CLjr_XBp^B8D2*jHb-RpZ=u z&OSF`cK6?k$%{{NLroG9ut6Ml)gl$D7$!JIJsf-UNA7*Zt{LC@*h$W3m981T7V*CX zWvFDJ4q_6wR2ha_-&HaU5WF=TA~b!zV0=muade6_x^;uDMoD~rc*WF7b5)3uHhfEb(2wM`QS5+TXA1+p}?*GU&zS_HL3 z6A1i=(e*}AsOfcuz^t8eqHX0f$;<#bkRZDft#oJAZ}6%1J#@6S5qtGso>FEK{EGTg z9?Og^Z=_C549{a5EG|s zSt3N)Fi&s>!N*rD5I5p63%#dlz|o_>SS36>-RcJ>kUXoe->4yoxtDt4?iqBr&zyk=ST2%-~aGG zn0xpieE4%8_@#$_`H!0O`(V8fDDZ#+4=C`S6nOK*y7tG3lNxr~U_l_02-f)?z4Dp(b!m6V3W70DS}tAP^i z;dx50Fla1d1ZLOA$*&d6G1~1=w@_^s)#Zs$SpJG3(d0TmZY!mLfthZ6bG^$2I%GSm zyl$(EW5cv%VkyvGjCskEEx~GX0Y(2Byc4syYmTNts&{qheSE!^ehdqN3Ln&*USyGj z?$cW1ds9r4y}iCr4I4Rhv2hU3n=QV4?pThAa>Qn-Phn%2oNHncCUguathwyfZVo%R zIR3t+G?#Wxt`qbZFvCsYRWWf}^CGj4D$O&yv>4auO>b+&(7tSoQp^I&rZgGjgOK(Z z2N!P%9~Zl)};a!@`=4ATSiDt2^qA$;%ZcAi7iD3>13q+{r*-(Zau93RK zC=nUb3)eH8hm)*q(?|!F|ziJr>f(thv4Gi+sa?wrjUD| z_!n2t#5%*8K!4+1*uQ*I%u)$Q)E z7sQF+7Y~WMNziOeJy)WrgB5ZS`ic}j7}3u?aXiuD4AW_WE?SM>J2ip^hO3XBZ@ z`9GS|j{gY$|8`EQ4aF2{KzLr+#oI9)K8ynl(%%h73C{W}BG~cUPNKfKmZ@iXZ zA^nsPcEuX4ELtYuj`0+k%bvi7X2GqBaY?#qjlR2_Or%?fExP-~08iIr!sSpSpCwXJLqB?kX`)abARhmM<@!eQ|V(D>Q!P z@e`x(R>!HzOpb@tH(F3gvVof4l$HOAHv)0N&;0ceo`u&KtpJh!@_|tj4J|reZrAskF5-V$FxjETt3tm zb0~w_m;|miw4gQ+t&e97M9I?UuGOmW?xo!c(*u{t>jo)kx7nU1#{+EmgmFuwoif^~=1ma~sya(bf`%Yn|^X?aENAl^N zG!R5V-!{Xe(uP1`c`RLh!5{|MS%KjV$@BD5!C?3^44nA?k%vDr_mLm|;O4{M{NTqQ z{>YK@?`cav_~8QzJfOfIZwkD6?{6|bZgKwW#~1JK8h;8$l0xFmwG$t=bL1EQ*A>Jf zK0{x8°qFmTA|vWt#?HyRk$`7ATJ;PsQkGV!Pk?t)Kc2 zH6skeuy%fVcr)11MxR`r-o85cBspV0zA>h9VT#d%gx3s00X7SM?UiwLXZHsM2df5} zb$rvFVNB)NMK`2dCC0QSFNJz3ldjQIs+sZ?rFUvl(O9AyoyJzN+wQn)e%w-C)9#Zm zSLlM>d=e;{5ZJR6QIStJdU59_hQQvFuYd90fAi%dbAMs}8=ttk_UxC=T)i?{Snm3E zRiNMSZ535qvnBjO@21&weP3_wAEv`f?-EPFw(JFUXyQ=pI|!Zw9lAa^rz9g{+XzkZ`L3$$y@G$x{dRWkUaFNCGz0=;WU6^<}y4?GHvYW$p6Qc#ni20(#8e z;Ac)Fvzyl0mhGrVLXRjG(&y=7fR&vM6d-)%`ezwSTuk zNBUhnTp6uMZB17*{jjRK{DM14(}hW70aC_CB$tgbT&%_6c$W6o7$u@T$5bWCQJ;aY znyX$MFf)H7Eos$25@qIcOX|f)lR;-PHh@p%hnKNFsaF>J;i)=ag&1+4a#rOSK*t^- zslrxbcUD;uYfjB8r~wBqqw&zKV_&%UH^1`8+@G1>06g;IoWY-znNK{H#{WNYDOuZJ z#hy=O*e2F25Ya}^55JBo2Hckw^6N83>djBw`>#J_qV>1_9h1oHJHPk2XiE$IN1bnRF+=TA@PCw(@MJ-{KuYGllPI7Te zu--}XZ%o*ju>e2igxG~GMQX4pggM9t|@lGI86PoT$=-%nLBt%ON0sdivP;`|?#7SLC-p(v7WlKp#idRcm!oQVb zktI1)oElvneh$$h?eb&r8dCVp;`e&D_%@{VZ>Phy;$nhP+(`zn;t8=Lcqbw}I5Dj4 zr#pu`=xPc$QVo6l=}#Z$yf}vYuHy5ruiyKxKE`;{$mt7ikHZ8Z4{+t+=QG{&&^jsr% zaf;yu=yC++Dz(16^-5KdmV8v`gVXT@F(gd_@Qw0TF(!5hn5Tl+2OZkX3O_jO_eRV8 zD`B92=6;YP-1Hn)xxro&hHE6kEWLqcG;7?BcOCUygeZ3Q*!=Y+qXqBzEDXpNYT#xk zX=_k>kzG>#;kX)u7FM_TM9#v|!9k(ya}Hn;S%ug%i?Y~=_zkJ@$tEaUz$%@JDO5rk zsW!v}=;DC$z&pk4?IrriH_kU_`^N~-?|380lF3#(Z{GE?E67TJ`Yh=A~cgBxD z{>+KTs;!=!NSy*86o;A6OYUp;NeCKb5>f;%9MoMA0|=nT=gG`O2+mAbbQ}bR84eLLLzx+SC;BtrdCv==1IL%`Mrb0mB~zz`5GB2w9YmwFeQtuAQ2!CdCy@uFFV zZ6TOlQC!~uxFrA~k@m+x`Piyt z-kz?HnpTUB3->pACLM1LF>fA;ss=CAGiZRV5hlq#A4acgigeI&P`BlMiyfsnT+`wRQY zZ$?yrdkROcKx8m9eRpy$RGEV+qMNQyWoSRKIezuPzuuvaD*+v>!2{2i zIX-aa9#ghDXqx1~+tla60DaGMVp`~w2vw9=a$ifjcbhg9YBlb)wl&-L+Ej~Lq+-S} z;BlD^Zd984%f*iJhh%=E&o+)ssM%K+H4LRM%0 zr`9>BQbluXt4n&Nn0gO70=6#I$6o*Ozw>V%ncJKH#&f4Z-8DUQez}K5NJ+g6@V-eu zqse4vuXQ@Q%yJgj*G`N|ynTT*EOYj`y32%v70Qavjm}g?rKTNd}L8bi%1%uv`)kTv(T^5qKJ== z30aKw3SgBax#{uHX{Vc_Xl>UhQ+=j@Qk-loace!ueSoIWgb z=-YAH_DNmzrIagZueeM=39hLQ*dXYc41}wQS?<{<|Iusz$v=ASKjr_C)HeOr4dyMF z>VZL+fW5If-Nc;dzndt4(UWEo6PB8iFflAT=;<@G0py?%Y?GwwzdIH*mL%01#hk%(VK2p#wCE&rA|ZaVD|B39a>^R5 zBm|2C*6hXLOyuA)lgEc(Z6?F z7>5k($N_eYh=2zZM_CVYp%CoU+@2y6!RQN?$s}h^eD!F<9TOrdK!Hb46%WLPq#U|f zh-z`R=t{z4I}>O`jEmMm0z)z&5y}Q00XtTMTxfr#d=Z6KJwf7CDy_ls)FnD3%E=^%0F@>)bS;jsaQRr*Qx2N8=S-W1>n`;4^)+r)@l8tJ*YLd2D z56{i)M^q^L2`PMdC7p9U2t4i>83zqf1m~f~qoj!Y!4+qGE;YH%U;$l>8||ba z$s^;vbdF24J;=i_|I*B~qZ=HQwgz3wITSY93zh3GaXZEL%tL7G<6X!lESRakU3;Ui zrf{WO_Hd~PGZerqa4brJB=Vx>GGf?3l1^+Kd-DT-`;$lJmgj%=xux!{XEC2y3Cli< zWMFK?+TIh$HYD_k(a)z?>~u|pAkz-`0(y5{wv*z)-`91)IRwrkCGe@?B4cUem0A5* z8_9+|qX{MftQhwtOsV3e=?_1 z%8ijea$@-&{Stz&u@~N4R~nCj-P&_F3F5WQUFJn_X>Y-~JeoHTZn>y3WoWB+_&}d` zp2#}V34Sxzs*vk#;37*PQx_ zB06aTfgJ;K1~LryW5ZMtOwJ9eK%7&Lboj zsKJ_@&N1NyIJd5z4gTJ%FG!BwGCj9%L1wxV^od1+9Q~lMDE{i7p=!+KV-Z};Euap7 znBF(Vs!Nv!+E=eJKnmL z`2WKX{q?yIKlXv|J@nTf{@;IpZqb8p{mZ4m8~?^@-+cVY+<5+*Yb!AHigQOcW&Gs` z%i`WMuM~7}4(Id+?d?uHW+3-}dHuqexhfPOf#hS!m>2~nk7rb)m^WKTl(bAKZUx-L z)yDEu;K+Ks$b0nSuC6}zRJ|WGYL5DIglTTKtO-2Uuuw7z4z@KAE?e1d_ zz_aLq&aW@ICXNT11@9kfrBZhZ`IiT%-K_tt2yWt0AP?DLa_SuJq}b4RZ7rl&vH-L< zs@kaV2J~eirZ~`zm|i6IGhg}*gb>Eoc=!~;{%sY0` z#4a)0)^0xe=K0sYc{J6C)8#2G$MDaEZhraiVxOxk0>|TJR-(VJ!D0u%&SytU4DjZc z)lptw3&mFu;UzFUV|*-k5TYl|0kh2;qSXW%W7kbJw@R~o+F`0zJizjd2nz;!g zFkOk^6e+C10mIX%!YCf$4lRz> z5i*MH;VUV4zApOml`0)^-4LbC~!Ag&Zs<6%<)vv1`d)c{K!Dr*k8w% zxTT@g#gU70F}r4VyIIWL;2uulTJt+cNAEDT+07qi_dEputi*$%l#rhr6nVqHOe5ry zXj(~IT2^q?AS_XZbi~T`@3P1{-mD4GUI||rD0M0#-ZlwoQoNg!>62&4!H5GL&7M69 z`U``WrONBEL$C;kDYQaW#`#!vu0J!gIAdPKca*S*MBnNGZ8mQtP_EXgtfm~(BF|=% zphIv!_LVjf2Jo>r{`_m-_;-%XeQy3|-+xXddm9n6MSq%>Q}ClFMy23ZILaED+z(oi zfRVC`c$KUhYf(NQ>XeS^eQ1LZV9ME&i^&mmMWJA>cKk>oDV zkTm5%eHy`-WcyrEBDbIj+vp}AcLk`9M2rJqoYwR^#$X~`^1Kie%MAN&0bU7I<>ru^ zu)WS^lv-hmR$X4g!&=zdsgPgak%b?Pu1*PHuzDU$w6dF$Ku=pFG9s;S;o8)c#`~a8 z@rv2ruY$0j-+0+%5o7jT>AT6-F?|0rqNuU~AedOQ_}b<)XA@!*1%hfh%+ALIlH$Mw zVUaOuIEx%p*dSMUJcapmp*B2MI6)QZR$GTzFxpBlEpoy{Het3afat>PMgm`kWAI~f zaV~Dq^p=)s+=LaH!Lut~CRmS^&}D?D8mtE?C41lEOxQz@%zXa_FXg>tVtdM7XpSK|cLQ;I!S519FXkuu# z3=Dn`nYO*U=C_}2=_Z5w<|&ooRnoo_c(DoCt=5LAGQn8Y$DLNJx(0E@oUNOh!5Um+ z-*L#Q$@mFOsUWhox31SgYcQTi9;#(P^utF}qzTbG=LfV%VIy>`ir(D~!DrY7LCr`c z77~*u*=XGyia!6Yv$;yIdwLKMj%A^6LW>Q0>LGOmbH_D}TM#ys&Y|ThJ+tUC=$y@3 zd#hfekYmuMlX4=L#WQ)dq11K&{<^{qD!&95Y_kUo`R!SZxpvpl2ippuHcCsZEtmq* z;!r$T-vp`Kgf-XDlu(b)y)n>@I3JgxFuAUH!;~5E# zW=*@3%>$F9s7qqnAdB{KcKoHx&TXiF@x}DyM2PpPbZTl|YXSSFokJ-NHKg*-hosbs zOdS}aeI_38KAPO>@<1_3w@N=+=Gm~aiq$%IflMVL*jA2S>EHn1d%dkR!VT-8VOw)Y z*3GYo;b9J&{aM<R-b+=Fi3V!94w5fotYX~drH0?SqpR+lyd&+P z?*L+qu+ZKxen8J3;*lnRWjws<(CO3x^E$|{X!8WRc^ zVMi_Sdzr9W{oogO+CJ4bnYiu2B64f2R{pb9YTCy#&r^Phk6 z#OPzcz(0Q(Ab)*4I>V6CDM_sW0;vAOpVTeQMX0Bk7d(q)x?VjRga%N6N%8ZZsHa_WlF4t=W+a7S%@@XzY-+8s{?=cz=_A;!_Jq+K*peOR29Bv=6~grIY?g9BOw9F&*Qjk_W3tg-bj>1Qmh znA*sExmN7O++w^ZO>f)@RDnjUmF_%Tkz2VWVj=WuNYm8Fi8Ut8!B(WvQIgU)Np9`@K{Vqwzi6Mg^s?zbInoK+-o+)uWFPiHak6N6PR`Jh7BP-x)m+N zqUc)6tw(6W#obHFhcQ29LC2UkfPi&Dhn&9q<$RoDyuy+hyv$7CeX{p82fD|EO%D;v zgjcu8`rPS~T~;$IbDaE?(G|4SY_DCo7&b)f6@fBp3ErS3gRV5})Owqc%4VR4#>^~@ zWXSQYTQs#HaX^(>{+1N=Dzs3E?Lg5&*i?Mu-0t_khkhVSp6PEQ^9Hl(L^!uo5Ri1s zwcS?`7UmBi3F1~mG{mkV$^EoamN=|vNr*Do3=6Fid(O-Z?^djxFAmr19ik4SQTFPZ z#W1*+t=CJ3OEnNb9&1?%E?}F)Lar%j{<~MqYx|B64c~2o>%FCK+XYI28V*p=TeKlf za-MaZW`vqUkKu<@+MnznI6$F4c=>Wr=0WJ(O-N4C^{V8m|5~`j#ajg6)Pn}jBa?%u zV++&dv}`fPo)BE(a((}=khF~1x@M$ile;mPD$?UCX_Em`(X5`FP^C&W;;z_sVW3l1 zm}WNKH#X+=(B#q(^n0Ivnq?b5>u%*Pb4b$j2-Cn7omHL0kY0MJu1{$Yb_a-t+E?18 z%3#6CwE`4Po-!z%IT}1{m`wPdMITC_`?QYoyG^sznTY z-%asBAa_!oGezajxU`|b$P76g%Q^Z49Dv~roGFy()9eta75|@`&VBetKKPRle}O;z zVf^#v7w=s?GWYrUZ>_Jeo~zzqF7``^M0z!$`A>}ga5KLSUK5Lw zHtkJGgdpJXx#rLm&B-Z|p}UU2bFUh0Ts^Qj_-|*jL&;95SAV%!-Ci9NXvr9IK%DIb zgoa(MP^)kRAxZ|0W7Wt;6PP4+4S&Lu!;SN2r^wUTZeJT+oWS3sAAe~nejBfZM_BA8 zk_FF2xR_t_MTYGSPEOXxq3Ahs+hD-(PIA?ET;b*YYCN3O`wEZwVC6F#!gvY2 zv2?>)xF7z>kYcxt2E!*K%d^0hly`V-vPgp(XMyFq5ci>RQXEe*yErZS$jGhv2>Lrn zbZrnsZ@OyUFn1S$q|YnGNNX_vhz3Sz=9_ikC7(!T0+;Xk+EP8M1&?SG-Xr3h1 z=8S7h%Mo?_p;pG*a8@x|Duq0@$h-I-9gGUZ8g_w%=}c+hSv5KH*f);fTRJlLr{{nE zRJj3OgBvJyZ(GLjncZI-&;Y|VjNXN&Ef_{6Cen2bMU@tWsN0kF$)Htf-h1U`^-{K z|JIhVM^vaQvRKJ($iF@{dvs%!GpS*N#*gIeH(!1DykWp%id2?p%84vPB~3Oe?V_y4sC)NrvFSTHc;rxY00w|X5*V=rnvWgcJt8vO?t73|3jsu9>pp4JtM^}%Wz~%c$b~4uRoB|OykZ4YV9B-hb`LER{pP)6 zuYdI3Y0;y%mtGj}r>$3I-CfcR08qhvKw>ULd#$|0#dfnNKHfU0m#`>H0A??NNch+S z7DmzGXD4hPKIe$ODkRCT_C}vPns@CTeKKT7qc3eO=Q6AzXdwbuC{Fd>vs&YDD!M7a z1c9|R##zB7+*k0^W(C(}6Vn?6p<5(fGPgI6#V_>=T4#KO9KTJdth^D3#z$xb37YNa zlKU&T0dM8cus>Q^tB_M~&FVZ( z;@X>6aK`!*!(!tl`kgabP0`08|nL>+GHz12al6m#^%V8s%JM?S?tm7DA_d zGR6w2Woj`NZN}uFOnC9~e3n9q}uIsu6FR%IcRa32p>iw z!e|-tX&kuX2HaDvjq@y`Lds@|Y_vJ{gC4#qX{2?60vCD_VR-+JV`LHZmFj~7L!n@fI8oh=nV+zT2{Aa(88(}vAX=lxZti-u zx@2)#wfPwqhh^@8=Ie#E4Ltmf(Ncztd4m(&Rw=N)?F~vW`hv^>teA)Op#T;;BZ(eM zZ);Qlfv4sVjT3}d+E%=}eif_`?i0oBS)+wnz>9jDX2u;Y-mwa@9Dk8RY24`3+~qM_ z7S)|ljw4ZdmBIr1O___DjWSLyFaitP2Oppl|Ck1wd_{WrNfbo$F(CalzFEWs<{yw! z>DBt5PPfZ|&SFdzf{5Ios%C4K@F|!IS=F9}30R9YQ>uuvRowi1`v1TGf13NyZ_NK+ z{O2$JVYvSf-tm9}4=C`5M}fEg#CIt2y*~fWxn@=_GgAxgYG$|Bp9O=Z1uGK$ z8mXYKo_MSu`is_BJa+2X==kS9i)vJN1VWwVRKUo$d&d7^^D~mlpR$i+rWK%{Bm6Cc#I7LsH|}WX^I;#A60DHdlmi#pGL_V z86g?e;*zFGQc2NvpZQ7&RH1JajTQD(j++dCEsS=&MME1<9MY^5*?6}0VMZ6@w9){h z>1<5ctuop{cG)?8eG4j1Q5U_=VtahjgiH-1Y^F988cWx*l13TR1*yVWqXd~gOduhS zGiq605~v0ZYwWV8;56iIGLwjmN6_JI!nmB4-b!L}(M~83zZr$&x73ro1xSD(GRk5F zJe+ZI*Y!s<3qcr`XX1SvnkDkkVZe^CYu?hD*A>j;L z@!NyZwdpOItei5BHa;FNxG9|M!T5DME5I9UwC4@jn06e&o9gJ^{Bz&AAYAvYfBPhP z5|{_{=>DteYS$`lefip0H0Ai`KmD`}Z5xnPijQjHNm(k>5PJ|Of*)+Ksb;^wKmz!I zH>d1ftt8pRt5I_$jB31luvn5g;e8(#WXkd7m`+$SeV%oLrx68pf_*<`*LayM@#_RB zYmsn;+3c8pfd@gx_eaaGI(@y+3Mtli1RR;7fheTieVBOIME z2%x^QfqlBf-EBRD^xO>>t${I6+D-T%k#5foZM!{P;TH% zvbp1*JARyJZsISnAV?WsIb#?&Y}1y@5~ntyWW!*6T-KAgM17!}Vi-D>10YvQu?{_! zGRSPdxzJTa>?!VJ@ko=8kW;XWL+3vxg#@#jwII>Ig09I?6(9?!&iWI}QN$nsyJq2T zL5xz8;^&HK-Pq7|M8@DGH?`w0vu*2~GR{vY$43pfIJ(3D_9l?w^=@&k?MN?~1dxpm zCx&6=@j|4dQCjG{v^O4CPwh*zza!ZhCf^oO<@gT|uJkCvq?}dD^x{v50s}$}7Sj!F z9B5pM#S#EQ>+%x+k|HIas{5@(flh+z`Q4yAC_+XKxht^F(M!U;O5bI3T%60!laa$|-Q+6vqEoTN<~re0IQ@g|bo z0Hx|zGgq_UEqVW7bmkQt@r}K$(K1)D#6u~JF05;v*m*9nZ!W*Jslr6_ zh(gu(o1PZfSL5yM9Z*e3EFxh*VgZ{6q%YJV!~5n$&3s?$BTTV?>#-0>-vFb}kVWH# zsZ-GqVPA$`Y9&Pj?Xc9Wda^~3>TBeIb|=89Q6m;;9~-T#ko$ND zCDKW3USashfk0L)*-32SmN*VaX-baa4XwB3f_+n~K_(^ak>Cf1%NC*zIajPR??y=l zABg^h)+?-&o5XSX;bC|z;-dlyN)hyurN7K?hyFYnZRHJk(=yNZ-()!{@8$ zqfa?X?k2|s!o^zH680Y9e^T_}e+xOo^o_Gi*L=zC)9~yX-Zp<~?P%06wD012K|Oc^ z$&!cHw>ayG7bN4;qbN|}-e2{l{->L$I<{pKs6aRnz!(X0z z_{$&qpFena?!WuP^GY7P=>Y{EP~eX-1-|jo*S`7m5&Hc6d)HHRhj7AJM2!(rVw?c> zD`p1@VscmX{=~DUrhMJlK;Dinkjz#zP{fXYd?CGyya^I=2T$A^A}0L->9SSOKR zQw=+9S~&_%ev4WIe$`Bk=xj-Q3s%ha^&98$%ZO4A+8g?6X2oLanOhe6;i<4 z!K;b%?%;nlrN2)6%0E1oV?U`@k2gE$&K^Y}x|Fo9%3h<*)RQyCxi&h9 zmvM(?TKKFeeHON1x`Rd5yQ>Gufs|Giu&oqgyusOIYi%4KS=_-n(Jq}-!SI0rKxtv} zU6ztG9T@S>9b4R2$5YZ)vAv;W&V+PCK#TS|V^mPI>%6)$-gudAe)|WQlH?&^ITNd$ z%2vZYG{ZR`=DP&eE5l%{!P{R3EFzGw?X?9<0!VPch6MJ%!QdY}rnW#6&8bnz?GT5{ zSfEr54B68s5gR3qrdSdhu~%@O*~?-K_xB6?9#@WjrbPzbTr9-a!+BV^K{}%ORvag| zg{V)z`f`DS4FWgZnjTC6F(`|WH?hPBf{@Io)6}xvP1$k!GH61)%(O=%@K(GJ8Oi=8 zes|4OvF?FbRNf=$Gkmp%cPKK9u$Vg+k9c?x@Isv?QYb!x3xZSP(IF$aLOVOAp(Jw^ zah3N~J3&rn@7Paoy!Op=N9Hcfzx~Js!gP*nqeZ&;Xd%X}M6!)U3Y=T^213(FzED1h+E;D|@nW3~va zxBj))zWJjLo_ObLrva#zZ7=fd=;{F_-5V!b9lt%@bGH!`Hmh(Q$_)M(090IE=0J1` zl1TQn-_#$4yzuMxovF=;f^Bnh!%NiK39tdKZs|s9I?yXsZIky#jPICd9=Jcb9>Qvn zm8Vff&cA(YPNK@48eVY*B&WKu4u$_r-wfe*oK*}4%mJPys8-7!deYTzm&_zi46PKw z;d_(u$s1|jaA&+nBYwV*yX%%cR#-l2R(;&)V+KN}^?jOK!CKg`ceXVg>5N-RL%aa7 z$?v_09oCrMymrx}qeY;URv7|oS2IMu1=v&|OurQmF1%>J3^*BaRHb@$-RP*x*?af| zRlxVUMid2I6$TUt4xD2PehO-b09j|8K`e@=Mpb&)2{u!$@}uC;ZrMZ&U`(!v`DoK^ zEF@?K!*|(Mob2p|9y*GBQ~^g0#W4}@gb%BgC@4;?np0_iA_>Pz52EXR7ar-T3L>8* z*g**2YEEENUzKoCm2g#(CsvPRWss|Ic!e>vxssycZW2XN6a<9h5&W_Cp3Y&UX|Tx| zwlbEt!?oN6VFQXDlGziOGmA*PV29K3Q5~id*;)zH**^$?^=_?aPmu)Sj#VK3DvAh^ z{L*12ZWkwx=Cgr3I>u(J)v=ej|YX7OW; zT8nU|CUZfS^^Mk6uN5F*Zl~!ESqh@N(XRkQy6sph7SoJ;jG{eU#1^m{ONjH`uISL4yT6_*r0r6 z_i;K4lyOh(&R{GzCzOtQyv($%bfH7n)#KTuN#4zcY3FQZJr)G3jX@FWpBnJsrMSPOkxwWa#EF{CTU$wB!dg0Z;Zi zL2HKcJvF+Vv~RW45{B2EmY86gV8J{rXJlwAN}R>PxdA#TjZVEPXQ03h~ zTXVt-1MBV(lX+kIQWI$RB+_l z<4%skmdu+j5*j@5Smk@4!(hHJrIcJOBi@m|o7I+V6w^dbgLp1~;83M8w!tsF-#a!& zvD0!*{))jGVU`WTEQ!Q)S@RMMG0}<;0ZyEDhn%&hiOfd0y@K6vNx=y+N!&>a7dqQ; zd(1g-yCuwh?=#GnO}gSuFL%~j;xI!;Sg&=bY-|$WG0Oy@P$-`#YS(6_;5qSuns@!^ zqi4YS_+VtVTR6}&UcfVC$kI+MiliJ z1j-mTZy-H0$TfoDZDvPvE*{uw#zJ!+5Km6gW6BY+ZHoG;h=Esg&RyjOcV%sFYca!hN`!4~EJ!k?@}=?Nscbp6dWWQ_rkPDQYJWidv>xmkp60Wzhk|+pjAL0jVdWve>#zB!G0l4KG5AxubI%)RSR~wYe7g z8N%Z{c@82>rk~K3$FwA8-UgiZcU=1AmSIxFm~_MMtP+V7BaO(Ln_E|jelnE%lw}uZ zal7R2T~C&rhYJ6Bb+jZEDjet&7#D5Mbl%Z2EPT~Ugf0vO z#|?VsxbHD_7%m@iR5hD*p1AZ({zUTUJkq(#lT3S*xb`ugNL%CEiP+RxBYHp{B)LZk zPmaj_BC5krj(z0APtQH_&@az@;D3DNpM3bnL%;ly-~1!*B>r*Rz*{fgyGN|x&iuE3 z>~zABam4^}wT!S8380Qg*oM0_m_-WTag5+H#`4S46OT_-hW|$_qSn%=x>5tJX(Sb* zI^B;5M6efr&Uc?64G-8ID?Z+{_8wy<$`DHfFE12gXx6c-iA8L>YO}VRg`hBN2wax| z>Gw+VBblg-=QS3C<|aq#8Tz2nsGH#vc!q=pFs~0b4Y=`T6cJpEXu*d!yytgQ$z^XY z&3A4Cee=Js$oSI%P(sMIA+7cSj7Y=FW23X(MEeBQpvG3iBk?O;rnO@*)WB9F~S50pUF<; z+c`GgwdqHM7F|zlzrRTgWgpFRo2?q3MO_1_q24T1Pt?dZU8P9hLPBeOeh;$RQj$JxPKU)<6R=yfp_t{UAie( zvN1454F|zAxCQbZ%MPU#z0I8jeV{y>>#mqDFLr_LlljUQ4t3!1haG2lDhm^hVSG@I zGF~V<0OjE<{jc)B;mc4AGbdrWGPbK^gX-h2+`IRuGTQLeyDLM02sqV+jL?RjSEw~K zOK>){{luuG%gP!tZ|tW;(JF6%7qhCkTZD|M&8J8hj?_0;S)=Ul)i%`um&Ex6uzS^T z=xy>v@$lsuY6=ah%wxV})`Rbd?Ak|u z2`6XEKes*_$1vW;+fA!_{cde)p7Z?Sg|W~xzIL|QDL#JC6%I;P1=Ts}*2 z=&lUz%L*@WnTt0O=6i;ccOq!APd87BKzC5EhpV6|HXaWjc4@di8b>Q$l?uTqAiCuA zG!e`F_8t9$3UTZAADcyLdRT1V5!FZGU-}kUOvJReA{?4G%(Qf)gc%JHu z8Qb=`A*rhO8ITU}*VNvQVkia_fH>ImZ(O=}??;ZzP3C{*$@r4&jD!HweHpxqz*yVn zQD>dqxiDHyLEuu!l^bt!mRol2R|t8Y64gYsUrZra!2?&G2wKPGBw#` z@d`5{iPj-6sPESJ+2CGeMDskDW?1gN2lvCLWv^APwp#k2b|KYro8xFZM00dk9sfMW z^)vt94D5T;d-pzdWbTXeuYdF;os6(ek@5$OxLrq?aPKHN#IISWqZx1M;xWcW4KCK>N~FNQ@{`sV?n-1|b_UB5v~= z?rIbMK#Uaby+GvyH8si>lwjqYVBc)DQPBN)>ai-_r4Vr)Y>3zd=Xo99^FLbvE$xyy zAed+YHZa=MX5O5d*EXmlfAFgwa4HSh0qkL`tu6~`ZQH@Kvsf0oq4oo8aNUpyvbjT* z5e`_rbp5-%&l0)A2z@q)LZ!2+1_1s9w;e*YJMF+UY1vX>GWCjFOMje;#+9Zvi1AYbh>YaTF>Y$+pL)@FLli-$qt}fH@g=f&my&<+D%IQ|KYhG znfvh3`Cotd)BK_T=dC~a#=?=gC+5HXP$f_Tv7)cObYjHFxQ~DL>RGizn@1K5yQ?Jg z&RvTaSgLt*v{(%i(1_SmhRDw0++{YV)*|Y#cr1mOmcxX94>6Lr0C~s_5)vR0k_SVO zVFZwo-|xTn_nlKs#+K~~tWml#61%I;`M$l^UVB~tYpvpXg;vY+`R1;Z9aJC+#3ZE( zr8jBs0%%}lO5^PWnBs7$df{XhsaHCy%Yo%JY{2;F2ED)yBNKxSRq;g~B>~Ld7Zu${kXg(4)?X zd!53mNQ%v_S-9!pl+#P3D%h2)b#5sp^K@j>r22@C-Xe;J@QVo%;g1l(6)c_AT$yX0qMjjbo_4KZ1v@)oRgu6Tq7(}n7$v7L7f6L;)Pr> zQdYLSwSaL`w3|63wQUZ>CnBj)ilqs3mkhx0&Ep+LljEDTt)5ZFG()Z#cT$D#i@w7d zo*xrGLRRc5u2hR9Jn03OqB;Z|C8@x8-^RWebLTA5;~GQaQgLN(qx}fOAl2|NjCK(! z(4cRsk*~2LUW)%U&j`rwg%Jhx^Un&;EhoWPZLAEO>5r}QMCb4W5?~qtaEYv27k=s~( zB*L-3t{JV)&^GB@i-L{YWbwv9Ftw2dbO_ZlmC$x6D>N22i0U(~(#MD_-?6l9=TwyU ztz$^@xORFFOUOV6DZf*;f3=t=4#zUBs>1!4>{g+9*{d0|t*6cw)^DiJZNB6T`@L9ewCGAG=0@~im` zUdYZya6T>Q42(v>xwH=wX`kqa^vY-#-F}T4{W_f>4AgXGL*0zm5Tt$(C3wW=D6ME9 zh5HDAe_&!7#*;HUlp?tc}B6jR3ouvfd@s9A76J9xFLv`u#}rI@JhgZ!F##T9q3@ zM2Bf%q#+p2XC$0}QxL=x?y9>Mfm+yNI^Uqb@H;q=h4;St?hl=s*_{2>8~5+uzjW=& z)>%Zm+KEuos~8{4WT7)
?ajP;#^>2?>Nb++_pey=7_7b3CTTTpZnnw~_Wt>w)? z*Xf~b35Myc5rI&e6YC}XNdh9><8BaE-!t^qlmZ(?onterV$`z)Pi=&asRJA3U`M#K z`cmuknb8nH;`_z}%FJ49*^?EgqCivn92^nfiS-IK@W%Hr%L%(i&>L6g+olbqS(2&A zGu-j=s9`|>kx7E{(MNiIhSfkW`4=BvO&WCr^w~yOm#Vp0d zZTpVH?-yS%L@UIjRFS(XD;3#p>bSz_wp*xObI(VKKc4W8CT_iCG<}|4>dhS?q$Z(~ zK*>`$V{oyz=7npOHB&eLO#GXTqk7wXD5-$% zKO)Y(k9`qDmLis)8v#OxhxV+2OnHKHebOFs`|Y4lbF3u|ocLqoTUr|`rIbmGS0cDu)}q{dHzEz8d|mR*(c^{66cslVx*2Dk$= zBw5}9ycGWb@qadR>h;I}+0#!y^Y?o9|IuF_QQ#2;{=!n=SC$|A?hl@tIY0aU$_g=I z26;6(W)B^W=)zbnK6_E@@ukbEl?q8YMv10cm^DZ(JcL9zEvLrx>_Q5N94t1JgU|*> z`e6_l>ec=bcxi&$*A0^sZBi0lkNgr|KpjUWuCpXS1!b1ydkK9f_qH73tIRW&U(hrF9Nmla*>23Smc3DNR$yl&!Mp1^JO)fLIY4E15i@NS1S?Ko zdby~+%`>qFkt3o4t`Y0Oa5myb>IKcm(u_p=pq9zP5JAgSIE-TE&V}{m=00kP*nOC@ z%`l?Pvz?E5M!YLAv?06X#YX5s!RUj^*{T_|5{Z^2)LCasnVd_BMj=eg!&X~MtRk*) zbDVFgA<%UdG23&*Kmtnu+UTQAtu5zl)H)Icek`>P{Tyww#YY{;EV@wzrWe>k>?TDO(s7tAX zx#>7yTqs6B5)qN1uuxKnS-W@Mm+GGrPAGwY#dRlrNs3lP35%i$dr`RGgiuBgDS=KB zqqe@k#cyB^#P2Ml5d_VS`|6U=v8p@kqT9oBA+?cRNb56F1>vc6d999I)T<&Y zoPfjGbIBwLyD*9dV4Q(@f)BcPHrqnYA34se(O%=HML!h`d#&|HtR`<8(@O(z% zs$|ro9bhIqWqWVoYC*8RL^63rxqHq4$v*`zZaT&h@@(@@rK9_j;v}+1m2@#MRhBA zLroy7XaRsh6DRw+&7J4Q`}8;n+XZSzAk-IhVxo5~nu%{eIge=y6zRWv= z5;m6K_P0n#=_$YV-uS`q{;+77Z|z)Y@O84jaQe3#3*2d)ksb%d<8WS}e-&@SSkD8y)^ATIBN+A5*435$~x65`~| z_pLAnHbw;oQj^)zv7KW_9)<|L;;Jg#5n3y5nhyPIc)Y}-Nk-HvcqWn|G0b}Mox@vk zBRy&hF%)>-y7G-BJ{w8e%KQ!4TI8RyumnXzvk*?pzfZcuwC1r$53O=i9PS<9|4x<^ z^nim>Ixxb-$e0K>C<1a4VR{ji-3FrZJQl~s9$9oYcDqHLE7&Jg#)RqqEnp#VCj>0H z(5C5->X0YcnG`T|B5Z|6`_J^|@sd_v8fjBbYMgUVS|NyjLq<>KX-o5%(9EaRxki;@ zm-y7460U~tCeklAr#6#vCADEEIKbwF#arzJvMp0>l=EBKZ0C7B7DdFUfh05bP%|s% zc=@aAw~r|dsT{O}OWjeWPW7Ci%n@alKm&wGlOe7LM5xZS99W1`Gd?Wa=Wg&@ZT=f)nB|K2VLRb zoW{br4QwX8v!-hqFVl6buo}H=ZLQH(;edbXmrevkW28=@$Pq~fHz(DI!M?&lTtuhD zBN;kLso+KH7qg~(&)>Av0j4@okXsl@j8)!y`xcCP38X{fk&)E(Q^YXvzLIY#u=F~q zDRa?EB>DT6fk7a!Llm!2LBCb0S!6&1NY$Y6!XBuD#A6pC#I{qyyS*c{zpkFf+_Kj5 z3&GhHAheaa5YbJ7>sZC--SJ3733alwYa@k%umC%3A>;s2(@5As zn81vps;7ZW*x0pgSGVx)sRw_`i1cS?KiCFWOYy^*@$urbL=^}vm?SE{HUYNT z#OcF9%XU<%f_iE?^n@Ebn{vqDRw@r6lGB5?Hke;Vo_qtDnmBfgOP`GAi_C$_sf6;I zLO7f5+SPq0reCfRW!_Lbf%Ix>CB2g6kDpVy#OY=>IuO~5juO~Eb2bf&0z<_F*WC!v zHRoZHKy@3j5DvbjW)s5)qpM@l#pDe-i5Gx^$!XgAX&p!6U-* z-BH&x(h$Y?h4+ajkA4gYkLlE@3vvK;oRc&;R*eF$oKnss7Bs;Z(${fkLd+JRyB;i^}X9z^cBpu{@(WJ3c1h@4V=?NL| zRl|ccC_^i8_j4eXR26Ur2OnKx9g+XM85XLv*AkHP!L>1ax>%CCRX>=dvWhmp=i0%X zOSpR2%3PL^!j-{|?&c1K*x2vun6`JvHbHr)Xagj#0hoy$y0QbB&6MSs&M9Ds<#(~e zN;000=YYP6Fqe;zu31K_mV>LCm(Ql{^I2Ns`e^<>Sc`zJ?6DC0QLipz@LrpWwr)l<#pq`-9gRN42+gcW@o^o^iXyJm+_?2=41l1rZ5_ zOptjgds))&oHgQ@LSI|3s;G#jP}a^*j$j)&uE_{uA1%83aM^As(~y!-{)V}E&PRz; zweXuH#w+A0zv!Yi^A~4xuh^OzuWZLVqExaq4IIS1rxqdCu-?LP_cykP4u~iSOG(~8 zi%0_dstQ zND|iCNOA322LT@1fVV8ypixt_*&JsK9*t4R3mBFE_jlj0{9btCdq4ExPygDfnTxaE z+`7(D4}oM9R`oMOfb+pasXnB+ploke8^f*GGO(YP$R$X|A zY-kvQg5YBB8$If59kcoX0l5Dju0fSUlqDxyPF92-9wD=(+Y;o{9vp}4Km%bNbn(>E zkf1(m=l4FmJ`W_+}j`Di0hb$a+#GDJm0JmzaiF zoYsK|y^>BnK{5dyhZNj4KAFTr-JM1yQ{Of&R?U|Pz2?PiXgs&%g{;MIFfunEYd6t6 zzXC*SQH0+*1I>xWGMG_?Vu}Wz+Q<3roGoS+(L7@?3(q`rdgk$&e=;-kPd@cuKKXm!3-aXO zaE)I-^We9iJVjUX4}a{VHLnC>ASXB!`0j!xd6)lOMYii-)@3>Xu1l9v4Mz^m6eO3+ z{8rqKrCs;}EIHPI9QGDU8`eNboy`gO?3Z5rJO`gqYFsx?2Oq7*mkAA~M{ z=IQVfL%^~fjCEj)DRMc>QU*(JCvwb^C&S35tLyegbOl&HRQ64+hg!IpeO)hYt@#~z z4=V%yq=Ld8KImWrnoKao1{vSERYopoH7r*GlgOHIF><1Ezlr@z;#5x>zM~sLI>lE3 zzWZ#kHOdp1wF%cxt;wVqmr2{8JLJLDF<3hQeE9CDZEvm*fiNir+d<##l*iWUvzn^#uWLS@_e$(x-g@i!5brx+Az)vL(NK0dnPtVK3LJZvyo*lN8Tl?hbmDy`mDqmO+$_BR*n{7uvibShZ{M&&e;4zDUsB?* z`0RK5^P2$h=(J#O?x~u>Vo}TRj0crE{mO)KCK4JEX~<`5mntziKbbs566b zgn=*;QnAw^7A2R_5DURlke67a&+C(b<@Vk-1ts2r7IDNFNHIb@4#s~CPh7l_lWJRXU7FVI1sT083`la&~o4}fU*#VDLJz-Bi#OUAN)p|rHqO3cXPjyl<}6cVe>Of);gU|buKH$_r= zA51d3k$#mPnk%Tg$5T#=Z0+-thAMOPscYa2^5x+UkPDh%Ir5E<6J1JCFpFX^{NqH zZO6saPiB_uO4IoKF2WF6V2S2V(mx6($!-`W7RqY5NUX%Z2hK>lgeq;^ItBf5__$Cm zxxmINC}t1suphRE5WpZ6o8w7G9 zx-s~Zf%AxtmJS-`nTGRkT5Xd0ZB~zk z)YX62Scs0=-8U)@K&#TSq7TO$6b4eFY&?=^uH+!brn8ekX}!tScQPcW8zCaL431a! z8AhLq`REv>wQD8A6LCz!pY3QShL@_N4%f^oF2Xgp@DaEzL5^{+qx&T^n@8j(VW8dA z2Zf-z1z_E|R5wswz;#eE+rG!(VFIg9J=Ldn+@}dzcFT={e-5arDDSHPITMFWlKdv61`Cttpv%%^-R#1ks#L; zBO~+n$gsrh%~k-h%lU=K^UBr^x>ghNC4rky{4f88F2|#ihW1zuKR7KTkXMFU@{qe%hD*Dk1eYce%4hFDG2}5m$Kd;)_4=#s1QhlNe#w zAyoU529c$7UUdn170VvxI6kJ@F$lmM%S8IP%-cy$g8g^!ous`MqC zZJ@VSfiMCXHP5Z?5yplQjTff3UTFP9B?-&u)5WGvlY^XbcQIfO4lo$TN(+Zcqvrc< zx{kzom)UM@T(lk+pNzr3v$OF2bHESYn*H{@kGuJ+kn_c#;Ov)I2-OdF z7YAiAU*4-r|Kf{Ze5IKNAHDr`nIArT%nUGuVfkwXwuNHXV59@P-$Ml|KIg$5D->YYxEA63iQ$EsfaiVctMHEwbFP>Ec?>wX|Kpiw00P#19hKbVIR8lPXR zeXSk?rN#MS)1$h@i_nAe(2}7_Y zt}Ll2x{Yn2yZD%XVV<0gt6LK874<;6Eh8;jFK7Y~U2{hYC-!koZ$*wL#eo8Wu&fR} ziT?mK@JKtjB9aD0W+>QvE{iONHmNLaYSv;qMfkDS99IdCA5X-`b>UkNo$pMj#}RYC z^!#BKJ!u$&yJmFb-Czm50;}W( z#I%YUDxcZ_k1iZ^HY6qk$Paw>W5vdlm+EKI1aqEmZKAI0;ia7giA6YcWv3hgnU)xD1v8o)mwesV(nZctl=s50f!h|8rTo^ai1y=`Wo?3hNNk3aAd^@(%&RtS zSym6EKG^S8OZ-qW$5Y5Uof+O{AB0eD7|QC_jEN^8rmYMC#4R}-A1b{{pv6Q?XTcWH zYTd9Jjc7E#0rfZ)DPQF+8YTwEROAcqeewFKnc?iWKK)S*tBL>OtFh?Y)7~6YoN~DM ztYaL9q;jsl@oE)9pdg8$LMn_y%t%w|)7KuE?;#MH*;0vmL zLQMhy(;ATKk&-W1q=|acHrI$=3xB&KGkE_(cfqSm7DWn@x43H^j&&LMeAbCvELfQ3bJkvCwGF0s>xixAbf=xEdC-`-yQO z8;M~;f)J7mu}YfsuPzXXG|~an^q$D(EaAj!r}SW1TQ`RX4C=tTvddI>2ehT@Z-MCH z;HyK*gQjfRx_Ao9f7TDn~elX8hs$=(4@6mJvfqjpj(2|Z85IKg%J^PrV`(@y#(Lf zr5k%`z*^(F{m~cI9My7$SdWYYzxRQ=OY_oCuoaj+UcnfXnC$B-6I~8fjiy zs#Jj4RksQt>34U=^vdMbU18^eqy<(e2U;v~tTrfLzFmRN$oH~WsLMeKlkUnB*p zAuYo;03Y*E{t+N_8ja%z6e*EXJIb)+-`cL~H&}FPRGz|gDE(!gZJ|Cp!;95WJ5ugJ zV-$ip4Fue{Ce4kjI~2KJUM(C13k<5*l}xSI4d_yL9j!qbvV(M>4!?~~>OtXoY z9ucYEjFns_)-DBdgf;_V+8FDsax0)T`L@e@M+^+I)7fR3J7s(qzN2lHQ0+a5(Tc#2 zaywZ%rB2nAFjPvuuz9CBjI5^}3Y$fRx2~7caNWsD40L2UB&rjc%Ir8(bpAfP;Ss9R z@e4G&av8Hs(yFIVfBmoh(fX;G_1RxvzbXnG5klLqI~I5332CA=_yV)I#{ft9HMPgL zhn>{9o}yNnsB=l2!FCHmB8E6c*HEr7?0TF0A4zb0S}ww*I^5|%`bBU)IMpJBjpA;f^4ViE^vF=BXlGQ0U7ck?H}=L@;;xfI%H!}F{KHY z@@T}6ES7E-h`Pjg+XI^L41_l?w7*9^+plq|vOD%TmR!~2co}>Zf+}N0Tq$x2U#ddP zdeJt?Y_0@`pO@M_~3eV8AiL4P!YOHMcDVXgZ2J zI64t@DN@NjV0lnF|0cc^0_op%+hRG2HWsau1!V~R5dUc8raR*#Z(9Nv9@PH;fsuiK z9kWg1k8tQ{ezh9xUO>h-@Aah@yJpbN+&RlTshJIf*kVxbnkItN6~%fO+&=!xblp+`T(bXdI0yOc`|uXPB%i zetbtY0QXvP^@HW-?@o4b4b_$1pfi+&fWj1Z0(og*@Q#P&pIk`Wt{76|=q5NK7HKye zIMkwH&zFC+Ii&3-xs%1>P1{{SbpRCbjDW&k2R>N`vTS@{vDk ztPP~*y`w*(r>}KMZyp>|WjFsOcc-iAe;p4yY9p-4dqxvU@2ka8Boq~*(LV))!{xl} ztQec_r8{&$^xaoWi>z!hv~jRvmu^e$@G4V)?vYnHArE)RDxpINT9K(nK6~r#`0^BO zwFVld!AAFCs_xTVT*JlKES!2P3^#0?%$w~~V7Q%FST=p_11m+BDN4AdV6uhE)0n@F zn;?U7&v#-#+(zbCpmGelg}|oBZXo2uO-paOzvy=|g#-e+?Jz&tiWLkh0#x(r7zezG zveO`9A=Rkvd{JD4`E62C#7idY2?w>b7$R5DxTU*k599v$4#GFE(@Z3gydA_Ajm6xE zoLfZVi8%Y;cO$8d!>}ptFikj~U(zin#v3tpZC>hMRVJ+w(S#KIg0?4^VK+SGSZ*gx`r;(`-Zmzvs{#l* ziK+-hcabWi2tiy{3VU1VGk}>!3gV1b*QV<-w+RcGPg4%e@j^$Usx>A8PC?CMF8VCd zTHFkDOKuiFL&Vs#c({Y;iRpz_$cUHf|Nq!;&wToSc;df)?6*I8<$K+g`wP1McR%yN zvhw*GKj@&_sIz6}LK{GR>L*uG`|$qxJ%U%dHt0;ni?POk&T9Uppd0l!rnlM_>q&P;_Djo9@Lr++=!RHV596(adI^nd@7Kc&Z537y;i$*l4jNK>?c5+?RvOQ+PbpL z%#KmQV}tZl+eP0}u4*4E>>c(O5i?b0o>(hmx$5{P3)Z!UL^v*oSowMzl>lUMD6}q= z3=N%6#z(7CqTca`f9E@i%cJk20t7V@DVPj4V}p6qy}poVr|uHICZ)=0riVr zXuCRwqcp9>D)OsT5Se?<6BV8aq{Ks-rNDXTSNxdT*}ckGSGd+k(IJHaj-8o;(hJwX zfBK0fvAWsx6*2XA98neXz$d^01!7!y_m@6+{nX6q*>C>zxdkwP$MbN);-Cf&Tp7n6 zCvt;DuRso(6|;ywJ$u%!L_+#wrKBfR;7h#|wG+#qn4K2Ss2o_!ZnDMZFzv%qPjQKp zVzFh@PIRN7=RLWq9g(0rfbwx>R$KA2C%wy*Wc*oqy3(~%?T6-;7$GSnR8hSS|6qt?aydv!)riHQ`NM)ei!+fy*BmP5X?fwNCUs*k z(P7QV7o5~}fh)8N-!F^1*4+{0p%dkqe6aeqN!5OK)cGO~K$;i{{EARnC*b+@j2`9>KGeFQM2{|scY2&w&)N7ic>X02eE@)(W5BLwFGwDSCj*q^>s6odB z5{0#^oVzx`jj2hEn(o=)+OC^T@F3Obnr@AJk#gCLe`6(0NpQ$Ka%tQ8oHoRYx~cq= zRlpECDB~Ok3zTBd!RDT;x3i{9@iZRcVoilLN5ItLl8O;gU=1O(|wkn1UUua{Tx z0aCxTUiyEl4LFkW5{|uA)K)?zOw?k(jvA_bUGl~!e*KYFNXYkH{Y5oW9s+5LYq+T- z6e)c!9!8QZynp(G`3&&-p=Acgz_ypSw;8;(I2fj<@8xpR9VYKBIIAwk9P~1<2;L+k z@+%5J*2Zb7VH{H5qN$h@PesgeRZ3#PayYNnJ)!9ws>PG)5_4N5C;?~(2k}-Nqw)Is z(PaK5Rs_XeM-06oiF=W}2F{$H$~P*u3zuNrRLmiWLL4MW1$P!dXG}4M2Qo+Y?hU5I zA?{Q;C~Is*=2ccGv?+Ir z^&D7k%oxIfhT|fAcd#!&)JHs1wK*Hs6k)pb zXa&!_=8dKtm)aIupEOq_ST)vb#K%4%5P$%kA8bX!z6g8s04XF1T4`M+0UDdts;VeX zQCE>-zlez?m>B?KN!zxH63MRfBwQPvPzp?aM27)qfAQuFAWM&032UD!&%o!W9J1s? zP9qCKx+A}8C>7Lo*Ab!9X`Xt`WVA(H4RnQz(wOaQ3OODP=bX4TfvvjdnJ1o_d1B^g zW@dionb)8E-=F%%r#|;x^q}8+{)3fMGcV14>)DGqXZMc>=kF&tK6vGoR~DZw+n|Xd z;g5PO)k_6dZ0%KIBGk0!id}Y0)+|-SZ$QYfz0Hc<+C_5O^9OH) zn+HT^e;6brh4Y-T1S4Rc_PCkiViG`3Pz>UjtRiBm??0j{&UiHra7D3ld)rDNZoFwj zKOXf*cOS=r7jym*AN)04Fj^Q#Rpl1}N%HmsYsxS&fvYQ0UG+irk>-xJYbq+bX?Z

7O-8xPDHv|JY9pvO}>1z-1gd1OS<(%fsy+O;WqeC4`2{kEqy)h4fPt%i#_dXj9)Aa+ zM34_{58jW=o;u!mF2d;+wSe5;hA+?YfK+tk&aJL317r5W{gP@hA_iAsd~_8kUxSn) zE*!nqwJ2b+x(=h1b7i5I)`qvz%84{e9SHuDFuG{uymyTv3b>Hu?>Uv8UQ;GXEm*DE z8l9qXu{%+1qwSSFtBekdISA zqrx;=1128=Z;a#4sbdi?mZcpvKSK_}JI_*+%$GSH2&L4D zZJ1^Jb$&K^Cbr@%6c0EifM#Bi=Bq4)5Y7WGySeEP{N&tRJ@b6)#1GF{vULa}n^*@E?J3Qz?@7Cy!-G zEnXFAKUR>}wFyqa!mFZ7;Yr{rF*NaAUPsA8y+TtSw2*_M8w$0Zgx@v?lgiu39Op-T zJh~h)<&O^E$>f1}liYYzJr(>w)C}xUOgI@kxP5Yl`58KbV>9q&gfgeJPy+#x255Rq zfOJ1T9^shP_hA;gWwqdJw=?GEiq}_Q+-r2sQ#LHze6UMx{mRHLhE+ISNiQC9#E2mv z*W(IBUEq0#IJ8Tao*sWz>XYib?ILH+r@YYGLLDq=gCz6xa^QCtm|0uvNsG>Nu}N;Q z=R9h1`=d3IfbLy7=HLFe?*97Eo|yS-C%^XKMaeQS<{|VR!S`{iW}iJX`#+_=vNZDE zvc+5_NUmu1q49MW$ZqUgctXU!TQs!hhIAuQv%^jKRn2r`k-xM+Mxt1#wr36e^J`ma}D- ztR+gj>MiNJa1WT&qzxV4x&o5BKE4Ir=n~4ysddLQmo>PvC3LdS!zh1o%u(YAv*UG@ za}y-8;b|Kx>F_0yV6!*j1btO{07Z#;Lx#F z&=_RmK|E`B8SqVg7S{N@-ea{Y#cmc;i%vO8c_Nu-K8dZp1$&DDa|1?4&ZAA_v4mLV zl;b)tK-6fRm;IY1p2fqebtLELMHP`T%oN8^MK?9+A=%}F-E14tqI?XwRI;@V$8HYi zHC0_$K5>$!q`o)NUcGo|LKQ{^hF)}055vY*sV|#@DY<3u+ekz|$|_Mf)(CYqghzW! zN?X`$&VtR_M-}Y!6N4(kXR=A@1OM}Vr~A*q3cUH9cfawk8BM%1x;iHIjTzwDNN>d? zcu>a9JaO^we)pY!a>+kzqJeO^Pvh8utQZdy7Ot(Irdz2$rjIN(Oynm%Dj%0R;@%^> zO=*ppMsXO!>nn|q66yb1ZgFFF75n_sG zda9c}y@|MaY1iDjJ@Q-CBd5Ce<8Fq-RA+u~!%pIamC-W3P|kXJ>fARJ3J1QYli+7O z*+z=C$m5+$DD&0X7uPVI1uLbHCR3=u9QD7?ExVW>@rr~>BRE{VrQ&9o2W3Zjzi*KJ z#=xs)vD8am#B(SUag1o37zvE4e0q!&bJc?(_)ZmJJkevj9KbG`fmJeqvF(TVTw%$Z zqp+U%5$&HHb!ypyqFC_o+=j~dQo7{rR`o(QE|u^q8M^sMe&))TGC}SvUq_XHjJBQO zK3%+W`P?En6L{X*>XTmh_uxYtGmrkt$^V*vT$}mxe+EwC{VCpGf%_})|K|$a`^o=m z;l#`*PJZR#p^WUu2!4*%2|Lcr{s;itrEuD7*(s@`P zx`@zIly3T}ZP^FYjuH6zIJrX{4eF(yZv8A@?E^@+7zkCdF2z{=|JZxiSWD0AzVA>Z z=g<_Di=8x0)RKEfNGLipC!*vl6-9G6!{H1$7i!KCDavt^eJ*om^IZ1$TsS;*Qk$ei zQr5+G

#a^h*t+ZXKgQ<1|GBq^N;@X_KO@4F?U7)cKkk1p>JJ+TZWLp6A{BjHI{) z94E5INNmp8d%y4VtY|!N`{NNzYiXdei?*j~Qq7xwQQoNDy ze}J|XDq%hnO<<<>J)feDju7cYEzXXf{^41Rj=o~xz^XzwpJ17x5WL{TL9lPhNf1iI zFpaT}Dw&~5G16&aK`O!qmI(XH9R(UfQoYcE$awy^ozgj!Gl#^RP<}jXOm#+0G}P8O zG1qC<`5_Z@aS%J{bW?hrtiAJ8YD63^HPhJGS=>K9NW^BJ0GFOs>n#D+`nI8pfMC1N zqQwE087Hn!GhwftMln@bzbzF|n-wve%M+wg8isu9tAh?rAofXu=g#M$!`|fuOzplNulvzu&;xTcQ>^a2G@#&BoeX?ul}F`=^U6CDdH?CEQhyed#>zFwAEy-kv0Z%LM6@L)YA1|a_0@Pt|yK|Cf> z_M#pp$fQmej*&ZNO(wArO-p9WZ9_9q9B?;}3SOt5Qw@VP?1ML(cGi3p3$iKzHtlPo zq3Ta`HL0y7=ft5YH2h;5X40KIok7Z~ob2M7u+{X5{UXO5%Wjh(dHw+6%%bRH-oOXO z{Q3VRcuka+UA%YfMa>cEO(t@0q=$?CN{T^A5LC@~g<@v!E-H!-HpNEla;_aElU9g~ zbo{8l(Wlmwt%J;oMUu6>xsm?;3eEsO4*hKX*m730Itaq2MH=r1JH;h2FEtd=w>J}a zslK{w zFoTa;{M97d{$|MNF>;)GShkw1^ROitgHg^kD!8h$F&b^8J zooK#PLhcTAARPJW_y5Y@pICqYvmaVzPo!E9{UDm@!hU@I^hbV+0{maR!EqtEk9Lz% zDlZR#GVh4(3q41Mcz!L!BZ*ds_e~i~Lk<|vV$ZOwH4csx=PcW;{ss}W#{BD^=JD{0 zS6ukkmduH_X)6qC2+4IAezh$OO0AE3Bmk5wI>LLO1=vIR8g)04jn@*@;#qCPi>vIS z58Bb;A_2rBg1d276NEFS-I5m$uZqC*Dh+?GF750}^~&X|d(ZQ16|ilu2l5gq9PXNL z-lYXmZOYZuB}n9dbmPr*bfE7A<7EzRpQC+lDw|yKtS*4?v=8E--IC9!CI&%9Q1Bpx z9>v~kKa5rhJIMZL{827q%N$4t42^`PePCA$KDcXFS|zbLs|c7<8jiFg%?J2vT8C&x z_-@lnER8-xu$~E?IWfmZmPx_iCaiqSHg0hj@~G`h#O!;budG7q^=idBn zayXaC$XgSfxj`lz4doP|if9uqL7KJMt}FqR{VDZhcI1u4?3Z_}%)-l9PYxP;Kx4+b zeyk^)*jcG;b#=x%;#YiTd2f8yICBH?>z;v97$-+}y8lUkH@jijG647$eMNBY@GjHg z!t!`tOlrJ!AoDdtRs85C^PsV$SH@U87~M5}Q`e{*e_q3gF#g%C_(TYBaR?u2uIjfZ zg40Gwb&FXi%Kx@N3*Re`F9cGefuCX#Sac~tkNb=9jj`?2(we<6 z1e@fJB!UcM7{P1Dfp=)9vEU(EK!u~vmU&w>CaskU*OD&tg^8d3!p>X2bLP~-_b-0w z^s9vGq!iy~0uacq8!s=PA7!k_Czka(jbsppVSYJQxS1{Zk4i#vr&8W63Y!f=fhY^Rx=03pY9I)&)_(Zyig18D zD0dbtZk9)UxZomudFCtSBcDxNir;j`HQLF*1zoXuy2D3TW-duiUh)My0(b#pT*iCt z6wP>1B16a!A*S)EV59)y$g6S`aYxMwhwRI7LK@1?HEm28YbX?y8+UH)_#FS|?CA3} zG^mJkJQOd8KDWGNpvr&Ov;+lE}E-Y zrC;0p!;C_(lrVeZX2i9KfH|$Gz1fcw0phL@w+{}0%g!;@-D$|-H_{1R>IH4CeC-cr z!7ZrTSfK}QAbUIFz;?hz>HKrhL$d(a%+Jplo3bwnfS)tfP0@#M920B?et@20?mEu# z#*u-d=@E@{*d!3cy3VW9HJWeR6Tmj5Mn3p8^s0%c5jVqj(SzTxiu!iJsn}q}WCoX> zg#ex+$i#6_XRz#8YOm|?NW~;y%IKX0-MonY1!>QbEKg|*_5vUy`skc!>LnDQwH#bO zDsTh{`rw*Yr*`wWfdaov8{-QVq#a;;X&!#ECk}+}`#;-$SNh&!W%#i0WJi05lMQO| zLjs~i-qVOU@&NmcpN2TC)1vpva4}zyc}#QAXfhG}h(_QbsEC>%20CPd_O9o#buj>H z?idmwf8jucyxN&C#F^cWr4K!JmHvM}u<*z)Km2ze`w#e!|MlC&7Q4UBe{&Rg_pklh zhfghha`CI5ys~%nDiOnR2Qi6bUS2;uKk9QwfMezg$lG4I>j=MX0;&A)*dJ0$fLg^I z;eJ-ewk)?23@zqW6E_AVA`#3@h}u!?}wmLvp;fYG8k zb}F||XlO?pn?%C3#Uf7ZpGxai=D7IoYsgiy(ev_xJ@f8hlNekg_SkTFOrc$u175my zrzi!4l&7O#Jec%CMM%wIa{Kw#(G5bW5*=vITr`+zzUy3`}*Q^%Mp8x&nH|6^yjHjhef zGgJgpyM(59{ZMlPo~icah4RiGI&-5E$UE}NL0+@4Ha7+f+jAbky;cU2<`?A#v0W!t z=S~g@gMp!Gl;{|ab{8%IRk-xU>EHSMsfE*vU;ZSXAQx(XeEM{UQC!)pUhU|1t7@2Z ziSmY1Ql<#2UZGXq5&gkI*Q4Q`h?^W;MfQ$&KZ ztuazEjIC1CkxE1u2p}Y~hP2V(czU2f1cvzp?3dI$4n{`AvHY5cHrGLAU@Q18G9)Po z0VNa4p-I9OduZwJPTqjHvoQ^Lqhi_FW6VGIFSpbdxo#4B>AffZ&i9;J`0(P_PT$Yvl6YEWAcvvJvn@-Vw?A>%$!Juo9p{X&}B+l|#Zkxbu zEr5fyYlf*@lB}SNPIW;BWS6>NYi^I5f+)O60Kt329~^4JhD(&PAIiR`V8ubj+og+Z zKv~Ep25ZipM*&0KWcVpUK=#H8eBq^$zP#*-S2CrsJ?;~@|7xI@(ku{Bu%mcVUUN^h zr|mhB9L0+ze15H@_F#6(PX$^s{cXZ@yD+o03hs72*HMIg>epweAt1A^pUckvxDk1n z1CH7gk+yOyyBk&-FP4fFDv++NUuDk%8Y~x#>+V@{7X7>|rsLAva5DvOGugvKQIFzq zp(IjwKzmsL3skvL-adM9p1n)1PTfuT=q6)g3h5jPZaEvGk_n>w#1ih@L1;68i(RR? z;RJHl3V(DKsci!gIaVhl_{^@0_;1cx$vcdwnJd%C+liCFVO+hYv2C;`IH(jsd)7V; z`M3tch(H0GScamE(~Y6;V-RqhkxAs8z*%4{6ZlPByiP#}Vh}Qt`xX-pBekGaJdCV4 zSKnP26yiR(!Jw>DE!ryR42N}@vnF*=8`*5LeUcx=9{uiHm%Q0q(ZCjFsH(HqlP^%mx@))5;iKZ&YrUa7{YMO z=y@)?hg=Hf0IKSj*BvZ1l-s@^(JIh1El?JHH9)FxA0b4gCk%K#~yMCqGWmLj(}10($V1-@wY8JXRQFl z5G+twDD;*ec#QpUWZcX#YfwY&Yfda|BQHW+E~D2T)eLXNRhf-{?Y=)V!kJ4k7c3^U z*Xl}@;n14*Y-CxMF7_6t$n5wUsn~T{^ay~}5ax}(NWEpHGUjz#F+zZ@4fNf}a=86o zbQDXCJ}6dzd1BSUR?&FVwTe{=+|U+DXHkBZ@J`~*#c{miwvR2y(b9(=dUxT$4{R?i z{_h{ye(V<>_#eLOzdm_`@BiyQ1%96>@P$A1Pk!Xo!k=AyfALiWwfE)P=IG<+pRj$x z!?gk^+2UI>G(+ygG$j?GD8_ddVc6Jh2oPp zkMJeMWOB9Q_t#~MRT_NQT&w8b(KE&z*SZS$k?EqMR_8qyESu!PD2yb2&OKKOBwLb@ zLOkAVKM-b!LmZjB5TOplZf#SzFFl4Zg!qn;g$kfH&t_K`>+GeOY^bKxf|<%O(kvx+QXWhbY3+fave0e!lD`xt4s^At5m ztG`cNcK7V@ZQwyJ2{2NbQPmdPefM<1BxZRf$kRTpd_x=0MpKf)h z&KM&PnlWE*cV$fIJwSGjW)FSL+Wm@6J1exFIaI~M~H2=s3*Gzm;`r2B2lwA5QR=HvP%zllQEEm(aVs!VhkGd$O@-iAzGm1|3tBgB1+|+V^v$ zsT~HFy}fySF2SBUcyqo^5@7eWah_omizHcq?Hm+}0JWlL$j13M$o@WrD+{%_e+a4F z!!CNTR)0i~$4O%8XWB5CGc%uFpA@IUbFsvzM*W11LQ%?MVA>NzK>OLwCo39QX?7zT zTX)`)NJKe}g~f$jH*c2sFTTS)E_~Z;LaLu&2!DQ^EG)N`TbKqib?N7lM>WEz z#6*n3W0pq1#sx_b)ud_@iogwQJ{ z%-FjE;#RC@TmKL8T(`1x@jl&L?j*cCXb-^HN5C)X?jSslA z3_9R4TX|(c!T1iAV~MQVYaI#_fK9R5WYH8@O zLz&fkK;TGMo}CdGnc5LdI>Gyxsl-x5bj4t;XM#_hc6ysMUvpOa%eQ5E&Sa@jRA1r*==N|hP3;*Du zKmToJI=y@Q3qO2n;l;(TKDf$euTY&q!?3-IeO%~(j$;~{oqyuae@emBkG(*h*74}G z43!_P`uB)B!nB6-fM9(5W3#ecg!eOemv7>GR)?4JsDLxs#gv#A7lUeEhe6m!^>T%j zLw+QAl0vy?c7Pp>na}QlOW7E`l;AT4SZY-+nVqdmMn^vKcAGZbLzMX#b@&d*vdo%N z+YaJ?m;^)Q*4Y*8p!8>AlxhPxfF_{Si=jb=qTp;CYcORXxrnW3$9AvQ-iCE^FZ*~- zIFb)*&j;vO9Ba=V9;u$i*6OP?eK*m#t@*vz^0K6Kl|xv{kKsm@NV0_SWy zo81X9=A#|1CA5Ih5$7x=RmkqGy`x06gwnW#yk?Yg@hWNxJ%MTxKTm1UIqM5WRIW^q zneFiA=4q@eaF)dnI@L+gX`w2+4FDy-5h^)IXsCO32kxelO9fXFLcfWyZ}#OViRB(Bt}n6@d&d&e6uXT@$1t` zmgAp@_g2{6c;8?JL>=B7k9WW=B1`RnWekHaoUA^AY!D}l_|`Y*)9?PZFFccA{tvz| z**kZ0db>gKG=`sr7s2wLeUq>Bt`!+y)@@IZ#pDfKWN@k6_9vMeXXRitd zlZBt!n#l+)51vDl=BJv!ymA*x`!fZ9?oo^Lkc<fH@0B%mKPaKVBTa zsjj^QXq)3gs{zVjX>bwCEJ#`l#hmL8+hzF^A(fNEG?9@hkOgG^+xz6a8tMZniGM}X z45fKuRFM@~9sCHRrl>qJ0-SjjJ1PpK8!3XQ^MfN&n_$H38(IU zwsqU=Bxa7zJI84gTdMQ??B3dDP|fH)eue{*q-KngSTe)|S-LH7D!q)2y16C=w@gIr zxmXsLW^l|?L2R{*3~r5NuX#i~d4tuP0;)gL0MEc9kMRoff5LYax6gjC&C`~dM{tSn z(Ykeb-hc8GqG$P*4Ztyz%+<}X^}Ls>tug806c_M?wN2p&X%zOizs=P1ckXiE`=eiY z;uO8)zxwLSb`gbpE++&#y7PJEjd~ zcLAM<+T_2U+gVGDsCH}w+sl#5j0kn3NYPvAE^BEr;)0fhiAgB1i3-emkMYS6>EM=D z)Lt5+N^BomuW*0J1@}Z`dRPdCQ6pq4`5+MBrDSz`ho~^2M?8zULs;j+v4{vM><=xt zzK9$rubJ9{q6aTiLYDID$}R zebZnh*J8R+dH(K17}jg;lvzV6rFw09LN@ml-?K_501k*OUTJtWU+r(~DWt(}pGgES zp_f}4hzp}9>F7)&F(n17P^SG0i>7_8b}50LWDB}WoI5n(FZEkbB_`t8Gx2<4&=|Aw zKFcJ&=R(7#Dl3$9HlI5*$d~HbQ({9*LAaeS@_nNQLPLi zXdTO4MojR%))BS4NS4GbG5sUPq6@*5I@&q#i0A-7@PXFdA`SCQj}<=MA{x=xFSyE@ zmgOxFm^o>_QyiFEQ{W4i8S|!9cL@_idcDkfeCiDS+Rh_IdfW;_P!Nub4Xk)8&bU0{_6STeh z`(O_tgAOX4Lu#7~Q&+aatA5AVtoXgr>i%Sn*Sv}!bZv9eQt!h{?e`X0nK>FrMC)hx zJzDwDDY$4KzJa|$0DriUv)5$zNok-hgRk-H#L(^V9ba!3Z5}bHV_a&9J2X5w5g9>N z%5pr?kW7E%-e37)5jq;0{j`M|flua$je(I!hu3`bGe=rJ zjc@>%B-x1-^DRs{{^SO$iNEHH4ad5`gavlQNAVzzvG9S>VVogI)qUm{ojiO6^#EU= zQ@qbtXP>P38woJCZn88n-2!xV)9HEbYmmL6PA`S3KV@-Y9DM8(JP@y&2bAm_JM1T$GU@Ef~==lyY_7sRoB2`Aa&_2AMp&4MkoU61)( z%oCrp%a9-p7<_M9!dZ@pX;R2j*3Rd(WXvSkjC0UK;IBkC!4DRIj_zDhM1&~8Gn>T) zyp4zuxSJ45!Z7lda^v8@I4VI6tsbwCakg%7j_zhkHUSGXuD9Q$r|&cJ5l5u#KOWu2 zDEJ{U4Af`=mytBEeR8bYhg0=rkFJ}!Y$fWgDqn{oK^RI_5g+JcENJ2+Mwz_dK0UE? zxCg_?=IG1ASkp+DEKczgu~um?3PUF(-OqaZJb--;Ay$tta+2OjR4vsBP(E!$5y8_- z$bBk_xr8j%kMtZw-WXEmKHJ)of=|Sp;mj_G6G}ZtDi0%h77VL2i{V{ES=IHgHWvHP zQg-YI#>*h%cxP|U4!@V*CkWK5nh4q<83zq~>@dHa@$ibB)HX-5`R6o!PbTlZD{ueG z$4@QXSp3@ZDp!PTT|#!y(#gsh6*J51js6$$U^j`X!3<2RFEA$p8IsvBpjkUCHreY9 zd>fg_TGcjN;p&*2FTW#B*|MsykidE6=ndx*KrO;6QZ?800^w!5M}^ukpkq$(i6*@id%1`Q8xub5@}vxgohdr_^*G*!Ze%C zGU)Me2m+xA03Iv_5%p?lj%TLQSVY6T%cq=4q2hee zAha`ohXaGJta-I6WXKN8FWIGXkO~U_9Gg4q$xGr?y2M6GIGL+liUsa0oPe^CNT99_ z3R#>(`*zaoynGPY&vREDu+)x>nJ(qFrF?U=k5Y5C>EY$xM>i@&djwrViS!4bHggM+HOO!}X+C_29&UZ zJm@Npo5_#OH=ICog>d>24&mnZ(V5XTMn&zL53a1M*9&IZd;>xP`X)wWVTwmXpqCzY zcS=6lwYS5xc?r^)YXa_ko%^<2Y>g*PzKG;bQ$^JZ#8@%+c^O8zrm=i>wg6NcIU=4s zCAp>cDseV^RR$~Rp{Us=LP4zyrpqWziTGM{R>%myR(G3{u_V@_%v%Qg> z0a0p+7l8=IzN1<8y@ntTd zFqE5K>5vblv%y0Tn2uzKaaf!0l`D?GZ0$D&*yCeji0m7X8t~>+u$~n4oKmVvxg9Qi zI!Ei4Bg4~5GAsW7!yowFg@=FRu|N0dKRfk5@}Kwr=RO7g|4`t)m%nsNpy}6MWqcLN zab*)B{S4Q?LJXy|N1vZ=plHrNQBS^N+<*j}p#r@IBhy2)6-*wN1Nn=-eI3wc?jC}! zP~|drgJSZnW$up?;k-uppD5_q6R%7THZTUgKctwWis!cU#UJ^p2XySd{GsQ)$DVf+*AqFjh23sgvu%LBufhnCmzv#pjI0Z_J)Q1gYU|LVJ?+0kjEzqc zM6f%s0=BikS{hxS-px{vpUijHw_D*5t2YJ1BG;)*HGPN71S*anEAikUb>Mdwl%kXIg z9o?}J=QyFC_`3m-9PdOk>pPq4WPu zBkaF!kXUjSA)$J$8Y)F|4Ye16LU+rKXWMcg1qGX$Z}SO6u9x0A_|oR7g&$pfXYs^^ zT;=1-=uF1=g1GU}&yB9^QLnf+?bk9_H|*xKG_5=LKZ`qV&IwL*5T29j1j)`o!L^H0 zleC#w2lT`KT9747!DWyClVt||(Qej7G6xcPrS{r#W#_|oV( zzQv{GrV~JX`r~0$^fCrrJjl@cS=>8w@U|V(1P@Mv?>5o1ea85@@!vs-ABw3Pkt8g z%nex^BZRVnWc?DVj9rXG@&(g%;ymT0%vmfLDO@^@+FYMTAEcWyv1+1p4&rr?^o;jp ztt9?xu2>#@o%GQw9&xZyEQG7tjLy!z-}-=tLveE^lK{!NXc$Ia5F^MxJ1}r>>1s5-> z5Be@q)o$IwQq#@wuNhJJfPB4w?Trs{1&A$zu;eLo>`<{1-_?!ZlWR1;PEVLpM#}GG zKs`u~U6a4vu!;dhRkbivI0EDUgiLt*!k6fvKVJO8M}ALHI0&utqk@)~(2?8l_d*_6 zFh%i+a7l%DIuL}L4k@@7ELWW~wMV!Ng8hx)!BZ8|IX3=3FFpJ7%7{_fMiQQs!qq^b z$=@b+xl6o?OoF8`CI?syhm?QTj1eRcmH=h%#dR)r20cEp1{W-g7NR+DhHnt9-zFv= z3RtT#mRKK%&Se=CiqhM|K$wXV*7zD75Xz+ANK#LbkoxjcrzKD$-7QTg`wpy3nlrdw zax*U*{dTa8&N6cwQ3R4T1+0FIyhK&d6yA`qKR{uv5+t;A$GD$PKeCPV34USPdtg}F zp-H{U)ow;YMY)9T+I14^Gta=E_}?kx|`b%@EyAKRTae60L2!A}%K zJfO0k{WsQ9*;MGVIzo6)9ed5%o6u6|4mCi%u$UKYbjoOySI&XWmlWD@Whm{HWCshzUud7c+fzunnyp6?p zw@(BBy1CLOyH3C{G0SfFXd3C-RDIuIvpuI!W3Bisa_myy zNWYBfNJq?+YI#ziFmZz@Q9qhzG(dFu4H46fMuQM4!f3Ez1KbjKIrFF30~WO9i6_^j z+Cv+fg+UIh?@FZ1lM#_bdn{EU&u==KAaX>koqQ3%A$P4I@l^I$;O#Op#~Y-9EW@kV zKpSStBhi<7DlFCbo}Lxkf3v!+A{vx3XKwQ13%um;Ob>$&9FX9h$p>XeWjv`t^9I8l$ZkcaGA*h3{SlwIA-oaXDLJ^yJx`Y#x~V+gT@@< zY(qdI@`3hsFqt=zLDh4O-Re@<)l$iX-Hd@O)KBDcg`ybMXb4AYGnDj$v&>v9s1(A ztS3L(K#;a5RxO?B;S2xG?=M&W0X^;AbH90fYT=c|uRL&df<=tTAy9iTbobs0JKq!z zPfBXK*P}Kw4;G=G6h;F?$yF6%5x+q-C;=0^@O6iP=72d0%-*9a0WK3-$Bw+7bWTNw z2Q*hGVxkfyfmj^VM8&GC?tPXCo+bL@YczHqkDg6WXE{!3PiMbFJmimFd-lRpl?y9H z5to*qJbMA|-a+*R_2LXSx^rc=BMV)%J81{D_y+3oCS*4&kk$F4S*a?6JzP?8piONS zWso8VPqwk(7}{yUfWE@P@#c)MUbY<`i78thm=nj1$#XAW(*J_$xtzdg#Y!Hb1}Ug z`MH@sjoYFRHO%o->F#qzhY?^3H603eZ zTBg6U=m4WQ1gzwih_7cnOUxf#P>Ry5oojX*4?Yx|*D!s#6Brn2tuagC^KXV}%ppcn z(qUk>?uU;hRYGJC=}avqu=q?z!7Mai`3nDw)x{nRE7^=0+17T&`?8Pu#;FZI4So}` zYOf8h^bqDR)-9RMadD{Cs}tjOn-0I`NT6k_4&zg9G#Mk%C%U79$rZS~4qk#ZjU{i` zk=nu?=tj-%)G#6vqdF7HDBJ{&a)X>WwqHd+?@Vo$R{@nHs{hP4q#?AS!#?;V`ba-~ zOZ(3MV2MUkZ8A$$e4I<(Z6B1u_(obCV*(PzgJNE-+jORw9rw_E%2YT%9RoFAVd@_l zWe&W7fQJ2Yr%a!aEJE#Ams5x1I*Qtqtx#0FpQth9KnV|{DSI!M?%FrE8H-XBKg{I~ zqMz|OR-wI4H$O8bwSG?TGaa-_8-LCRs;{8@xOBi&_+BMJW*ejU`mU#K2ic+qqH#hg z?@)!^_#@}sy@2{=b~VSUD2V|C1r{zi8u>M?PLYv~2@ThwjHAC(=z#Uqxv3_lTKuee zKgWYhnWj-pP;A)d3gps>SlTZ?+b;Av7hDOhXbzFE4N*lQ0aK* zcsqpin~Jp$z)*leq#P3tW064wm3X+rgf9XjJ`(jyS;T?K8!$K%@@xl${#!_72U{FS zAXy!LP5_JuKfy7oSt&dUXfO$c4&F^bjPi+QjyvyIc1HVV~dlQ3wU^2x1ae7iXw zgBn-p43$%py*JKak6=of7Dl-`+m2Uj1QjVfG~x!t_~HUuEh%6K`@$Yf$-ij2(Bd3} zA1{juz6ZE~jKf$WNYYDO05Vtl2PC|)7U9Od`jug8Luz!EfnATg#FKdwG}TYhWFxJT zOll8qkk+1ag- zgRwxPS0dgk{fGUzXB8|5;Br6yF_184>iJi$TLC{Vgou6;7cRKroYCN+hJsqmN#+ zEm|@W@CWQ#zY(NVRY@%^cy@Fz0V_#w+{z0XBIU$7^-hciC8HuM7wN}4apT=V8|x5= zVxRGFK)wI4h z8&|0!9^Z^ezXHh*GRZ~o0XN*(L>dZo6j_}_)=|P+c&N-%KBqyn#LW;CC-5Hco_*`r z2rGVi@hgAono)8j^7E7Z9l~JOr|#w)xwi99q~Y{U9IWFh8Bu28q(i3xl+De3lO}V1 zUG>xHA!hF|2m^5%Rl&(G5K6Twa>l5sYQz3ncr>y1dN1AP2(@`;d8oVP8f9WXuH}-yu~`FbFYf)hZIjqE%Ux zV^WCBv|CIEVS4K2G`qACke4}m;5C)z-qv^;f)@4cH^8G7Lz|E1 z6SX`-3rI`&kNmi_;$ejvfM!NwfNWHV!3I1y+Qc4OGtNW;sB>dU+A8?TF*OKaWLo90 zp0fzPZCZKc|3I0wV6iG=dFCag0On5P^GUUAB2M2lW5H zyzqgA&nnH^beE-go=9WOxCinQdEY zYW##VwUiNN=8!JRC{((0aUf|D=p|*rSfo5W5jJi=>zfDz?U@)tI?5;6y}i>4Qirsl ztE`gYLeedVh%-#2Wx|*1Wd>alYZ{nnS=I+Pcy#hQkK6qu|MGGR84KIAUJ@4mW?#Y* z!3XF2mPhX$q*GRMy=S#R;~jopVwR$#stb&ZW4;*k7aydrls}(0tF?^BXR|MiAdqMTKK$I;x+Wsuyrz zDVCZq!ORp6qCcA6udwHlwVBmD+qQP0NrCHGad5-690dA}NW3 z;2e;v<7K<7tu%^XVwGHoWm-aw&*t{+ zY{JCkAy56czhAQB{&VhA;64TJQ{X-Y?o;3ofC67S{+GCnPcDA_%8O`zYC1@+(QKs$ zU@y;deApA$E3tZQx;uT7VG_}b)fmMgj(72mW348XqsF(M0gPxOe@VW^bEDHLrXk)e zMyp0j`psg7kYvA&%bYxLOtUg7`4S;JGxHjo)p#9GADkZsL3$Rcu7yDw87=>Zwz&rQ zuq8kd#xU0Q1D=Q%gUuP|e`C7UO~`JY;-A#-E#4sXT(0JTPH0iy@=p7}q4=e(S)$v~ zEJ*h>c7#hROk)FcPwe#I>h>bNW|JfuP`|;hvFC51!3RlR)`BoQ$_GkS5EgVdy>*dz zV~Z#npvJtaU$(?5kAyxP(DV&RE~XOqp`trfk55_KYQlATn?&r~L-*(OU7BWKgMtGj5H=&6aTMhIjEkrCgz^&)F!r)XQU~RiXzZUm%&x%Xw)05)( zS*Q!`h82V$^>`1ULfC{<(~yV*iNlX& zN}i#fp?@G01=bTG1bZ(LO#$l9lH`-@g)eZgjA8TF-qM2u2nJ=qPH;q?x98rO=#weF z!A`Ed5?jNVCyogPWFWnx3jK3>^Sw{_FmS@ufjL&EO3?)Wv0JO2Tl;=H2PB`7o@ntf zEfdbym|snt6Oz@XtmDKB6#kpys|x3IS3fI~z~!^mElB?V0}uVQ zfV{o`iu)9}Pl5Xs_}5B-FaLXQ|H5}KF1+=}7ysr*uGS#>7Lm2)HWd(;Q-N2>t?NkY zRRG%95$6Qa(->!8K=SA%fT#?q99{jN_@94B*Jg}8r&2rAoFx3~#P+UEiQi-A?Cv6b zsd$aXGP#=sIYskol}nb(zJ$&)MYs$=J=ng0DjkLsyC^z|@Rw~g#Q>@$kk?oe)Rb&E z3}eUA8U_xHt{yY23G=R!wi*X0I`kgPxy;&3B2e1>9E&A@(_oGi1@V3n(F6@+0S?FmTV=AK9+8%+zooH&O%9H1+U0?5*vz75q z>!Ef{(13973nW5;9zZh^+jpX^+XtrwZmj!dZ z57R`0TK5x|TA3VsnrAW@z$i8A-8?(KPaP?zjc~N!t?TtwPZ~%rP3A5#4mu z0}9^LYWBO)U4GTOm5euD1J(#w@#NO(x@u?!ZE-cBs7S5;s9iAg16&`_^*NMTfw+(8ErSjV;NmVMh{GZ-@`cI zPvN``)_>;?Y`novst=PuQ4H*hM_9=>n5Gy0C$f&Ov3~n5Nzgf{WwW;+X2O~|q^kC! zOC$N#WKc;if}rfoy)xO{^4oMfnb=X!laR%<28Z!CEn1tb0G+IKfs&F=Er!!Jstp}f z7}%S*Cf7=fnY{tZ){)?*xL@Y8n-giAXNp}HYV@*y?8|zIepT7&4Q5agRi5mn<^&$6 zFF$Y;(>?CCtqevahr}jkf`QlM`jS88LyFj02W2>SE3sAOvJM5nY$oigRZBv>MvAb` zfXl0CVO!@GGVBd_aGsOfM+5JBDFzChlv91XjTh2RTx2^0=?E8TllBIwDitmIj2>4R zx-dI;O_!8$l5sDJn((8dl`nr9K)wQjr^F<;^K8S=fUPGr@aZpq;O$@do(SlloBkdG z`r>4h76LQ^UQG$jHxbaEI6wNysFUSN*AUa@6x?P%!#PTwjQ~li)0=}VwjG>2;5_>M z6mLL0{_ENC*6j^)b}eJTmEl}TLD4+U#KL%k-mk>S_oxj=l1>oQyCxUQx{?;>=reJ-YY#i8rz zol-pVY(KGY&@QkRdalG2^$|R!@?G0|oT0i$a%9Fmg5A6tnrKoEIKy^^TU(Bb>SJvR6COQF|+1*2T#tO^2APMTtse)sN`tsn$` zPvb&Vdd&zRs*{woTNV#yaeW*-_AG#Khmr)|UCA`9gZ;^^8L?6K5y!uW@Ws!@4=uh% zpTp~2PzEwKh^U4-FUPvcReG9cqA12p>*irEX-FU_j>_M8=}fhQ^UJ8ck9JX&l6M;0 z(8DvV{n+=HrSK8tb=!mvURRp8fp3}>k?XetZsTXd+rr%mry4aT$2wXvj#v-tw2X?Q6+=Vz>azsKXI4iRcN^Oq{6|j@7ajTQC;9+9NPVfGAk6 zv7ZrYwj@FRkZYL9fmw6u0gTFzFtuAq%PP(bbXEf@P2t$bjjsBef+` znqg4LV+172c8U?J;Dyxqp+$*L`^DrPKw0k(i42vuG8tIPV2LSu=U(H0R%M{ik1UQx{{GqM*}^BLZE#i|_QWvoz+557 zQX4<+6FHJ`V0RH!0((-E=0j zvA1P!TDF^Wuq|OVF33X)!d2d2tJg85$*QoofpgZVKYslAF}TxpsKKIm(_FSJF%y5{ zOSr5qWNjL5iDnAE4Ht$GBur1cx}#$=$MbwE0t`nT!RB;h%<`D$9OpzUQuZ1qkQVMO zud75<+trYZOP$N~*dYVPyPD-n&Tycf2kj!cf!;1en=N)ZPobR4bk7Bsxrh1-cU0b% zFb8r5bnPav(u8AnJ10PM^xAq;W2vM!P+|QwE+l+dI-0lG4e53o|)QfYiJoFITiNr-(djGG!^}VMS zo>=_ZCsvrbggd&oeg1R}sJk2(0=`wluWz9%1_j2eV}h7IRkQ0L`T~SFORYl!3b}bs z$>;nbMA@BsjA6adc(!Mf|MV`&ic9j` zTiU=0S%Xj-6bXsYX8um1Nm&=MasUWO5oU7&uf? z*dva!1g=nldseJhEmnJUAm4Am_uoXyS-x+mwx}2TwSc|8h1W8aF=|kQ(`XZCZG4~g zt6sHx42^(4Z(8IsA@X!Z-b7Aq35B%mI`T0jT=bfJW|9zhV z-!E@Y+F7C8g$H; zksiH53#Ef9h$8R`?%8$EICl-cK_PQ}%lP8seMEx&2~z~oVQfhOH^1t{H}4`*Q!m!y z^*l)(oEW5+zCz6Pye{JKEZNRrf|Y_Ch7%0J(fY z?Pe5=%Nq(Su8y}4Zi79;F3dXzoSxD+B0t&~iC7&jZ6sq=iOSL%NFO#h(3KG5XGHEH zQvZb{MOwxE(MZ8W6bolP{9qG=ei!vcVq!yp*HI&md(JCby(yo%4+^UTpd+elI=t#t znhvr2oAV(8LYgbkvFyu@t3Gz}fNDb74%IXei3L*c1a%;cF0fy(2WU97^B5+DRXhbt z$%(I!#toK((v7#GIg`x@8V$aKmF2en^V{avs-6~pK)0Htv7SlBpd90Yr@t+)?!T!; zzx(Ph{aHoESAO)_WYn(W=sF?#=9HZ8;TT@b)ON;_5@YVzU4=kjjuHQJ$uxIb~Vp zWeSAfqz?iNeih>^$%0@K9cmRb*Ke5@s!HXSOpM47pfN!pHLvosD?lp<0@>F%?|@Zn z&+t>#khYhmh#g*~WNb`a$oALlwpdyo#tJ0bqNm$sL^hCXX(r3Tf`-(3)KWRdXcn9WEIo(wwOnO zxVQu;hvdrW3Ox;slzM3qlXk@`o37(jC15du31QkTkZv!}fDfi?IyJg6p@-r~3w*{b zT-ssU+M1vFvE=VyTp!<0?DC)jF!po4!WtY$hch$40^C-DiarWdNln!2`P24lby5gW z6RbeDBpqL@=sP)Xk)I-P_-+HP8nn~eo^0*eGg!Qep-}!0+fxP}Zf@D4%_UUt^nL#c z!NCDg2FAWXRbW;II}yY{l!{qncw*`OkNpw|`|;vW|Md)IMTAhyL~ z(bt$m!yt}>!}CwP`PYw=W`p}>+3Jr(Xt;~XEL}T_h&H=u{AU+#MMP_q48M`cC zPz%HxyjC6YYtAyjWt!g|AhmB0C@ZHdHwT$2g&_wUw~?6r4i>(AuC}MRm)`W zH5o1l1VD!htZ?6l2IKI`#yW-AAg#HXX8Wq`!8(LDnm3Cioez9^Bw9a z)04!`4MNXoaqXK}gAX{W4%X1BmcyHp!Z4A0vN`_zYwJzWgg2pfy@-TFO)7Il76yo8 zZpZ6eROqriF(JwCUTz3tx|OzsoF(2EH^6qY=sB*%Bs@G7A<7}4nDucN{`ys+OjsTI!`k`kT8t-C%2A8_$@LfmV6z#t-zG?1|Tbarh1A z3~`IWr?tv3dJR7Dp*%r=0dMI==l{yf=i`j9wt#ZCPzcH($Y5jHWH!p%ZT}O98zz!>l@ZP&b}ndDPw4U5t9ROu|H2z@ym9%))yaj? zOZ!u0H`5hI-roSMV;TzS_54pWNo^2$ghN)bc((ka#b**@;Ae z$qbOTgn6`beDr*$=Y(ACz|3m*`Ve!vA^e;ZRwfK<-9{V?C zf!%-aeG1&Cz+$=$o;(k^S7>znTCxWfXdmfywsWYWAOL-BJEr6?z@iL1?Iklf(=n1nu7K$dTNIGYOx-77P1TO=leKT+1?$BpCFqG{ImDDxT`K z#7)E|Vhi~S!VuVB(U!yf4*pz^!{O@gj^06Dr%k@Ib8axw>ahmT7`9h~1~`vKQf$Mj z?Hg1zWevyLcB)1-CyJ4Q(6M6^hl`3FXl`uYS~XW~`mG?^3Dqzmt|eNwi} zYH-+F@_g)ivga%bca12r4Zn}mZgE<#wDADFRIYyJX3{h?AIjm-nL5kgB^ec8a zOU;VtII;&;hJS|Ee(T`y*s$Akrj0FE30Y3;e;^F=$M0Zp`P@`0Tg)-uNb|~}4>UKT z`ap-1P(GLlGYhZ0meb{#&JQ8MUmgN)yyBF0)=RP}fs4X(L+UUddrMT%ATkau?j7sR!S?hN z�`J-{(jIt0GI->Rm|Sd8rWuFeoY5BT#GmM>K2i6Rr{{kcQRrJKt|%5f_;(@ZKhX z^jkzkW!$zho+wj+I*x6tT}_fIo&S8A4pnX+ZWWhgu9fz9qs(vV#WyW0qLnxf8vT`s z4mHxr;gKPArh^>8yxu$_59m7@$MwSsMXGUj#K1tQHRT!%mtLsA!3$jl&kO}Z_D=0* zh_EDo9Z1nF1AI9Lw!=N-8N3%Uij-aY(w}(iZ$5cy;o9QQzG}dZ%9__VPj}A0vH|;d z!~EmtpQsf74H`I3x9OU-O$&POW4kBz$y=l13V901{q*Q!kE2)Ig54+>%^H>-ar3ix z7BT4JiG&V1;UE2d_#mU03K->p_e7=J#JdFB8%=6I1x}LY<`y{&<4B1~RGQ)7HUh!& z{nkIrnoh6Rx3Dw-7NEqdS zajPL{(W``fD~f@yC*#%Qm|;ovgwL7Z5vL)l(05usmedA(j1p<0PQ+*U)Ha=MD#zJT zm^K^1`dQyr;n%@M4D21i&*jO_(KAEN=8c)kzBp%lMx%boPF_h?w?h3GOX?f)rYpCs zf@*{=2I6w^2^ga>@f-lJhFRqt!TntRl<#o~WW~`Zh*m zz4O}pJw}ekG+HzbgIwjlQuI+H$~_ucmxrmkS>Wp1CW8rF5ZMJi_O_QPvgv(pL}2$GB*0b z0gjx~pFxEpPup+Cp};Yg3Wh*jfNY&lQyYzX7hz>aGiHY#OWc!s@Sz=L$YS)#>bvL) z;8dnLCb%zni~?*clzuX`Cv7OyfXd0P;9*nBLG3`@ls!LF$d^yP&Ox=i)cx9bzG5hbz>;t4XxV7q3Q%N5Gb&I3t*|hR?3KLd!Uk6?T zbi;o;J#(=6ten0|6_ti+{)PS%uSgpo&MaSbjnLTC%*I3mV7yB~8g>%SiTj-M0%Pyt z-r`o>nV7q!_mesJq( zs6eJ*>Aj`5e*V*^7M@@H+V@-@zh<9<>(kK{YUT}us z$8cfhTN|sx>uEAQ#b=!4DMV##4PeUx?rgl%j2Q+wqyxlFiiJ6xRZl?sP10Z-HXggq zF4@_d<+%&XGQltaXlAU(KSLy2$80bIXsG2Px~RC!chn0>T$**!bYLb zm-0Y%2%rRVfu7ff>hi%iVm7x@OYV{%1U>EVTxqW{Bxm-DNi^w)4NlW4zAY=;;gy&3 zpDuh@9i=3iYVCv@DLGA_Not3SM^K4$5$Hv1?3S?P0fmv&q)Z`2ELE5&wdKBqSNpTQ ztxu2UPzTM=rO(@R%OOh7AMe6d+}dS4Ee?(;yGP#4D$Wr6jPxxl&O0Btd9{9duNMtWEYd` zja{;z+?90cSo*2w-un4}|J1^Bi$8Z^R*%=veNT^;@8X`A8$SQU za0+Q{ugfm$Z;@>du!00DdKB&_cb`FV-Q_XcM{;{)003X{V9 zJ|(r5t?<%I$Dbr~WOmmtYLQr)^UP31{`Z0o1Y7FuZ z8%y!GKHUTarwD{qEg7z}^LZRm#hU#`DiJ+OQFWR=@D8I0g4e2B%|FZFsKrE$@&XeH zjW=0HzFPkO1CK9!@RuKW{M7&UuXIno13&!o$KL+cKYD86^x}W?Dbj!B0QHd0KmJ>R zf3Dz95b532`n{aWjtkS>HSS6-r1bO#-$r?Q6Gbzvp5;l5Ruq4{6P91q*#bMc|ds}&@vJ} zT4rhIKm4IIw?-LUmH6wqs=9Uu0C7@`7u)*Y?NzX{MQUZmis{XMZHSsm6>^aUdSb`N z;G(e@pok^4Z5La#C4mfs@jEwDOv2zEXr1{6O(1I2+Wm3kY!b~4DXi;lSgBBYrAO2Ov%zbDtUA8)6B?z1uBatw|X~%$eMKsuoAPt@ocyH^{Ge2R35u9c&Ionb zf~{^$_OKTKyZy#Zbad?KhsZ|XVKnYABOBc77M?S!qKB-mIT}$}~OQEx-K8MZjkcaz@TQ>oMq%%D-EInLYIKSe8Onq+< z=r9u^nRMO$d=d|)#s;m>i8S!}>?Xs0`(pG-86aP3WOlUv44^2|)|k2j=*nd~j> zOW3FyV!#nzjNj*; zH-UlIUS053GRwYW-B%Kf^9uBE9M({tt4$afwksGa!4JIljNwicQj3>O))UcAL^O&r zuVUbr06(MjTW2U8%a9IJgCd?Z!sm*Q@Zba}63d4tj zpx!wb-a`cn1?Odz`|RDdwb)|o5!Y;!*6(8b=jvyY4_A{1c?1}r%@{`Ztin}Wzz|G` zE8Bts=2|Pv>phqVIb9tpAsoo}HYkHv=CS|MVnnmNp?}#9PtEBv3)--Q-qN5TfytFTH>B?Z5parxrf5_%ok*g_s~6;CC1{g|LG6=HUTWRvdH_ zb=g)3vc;UEAS3WnbO518aQQBel$W?i z{t4pdB08ii-SGKl%~s3DkhYH_h*5w@#68Vn_-j6%g^%QI-(SJ8Br14c?jxY>06<#N zNLg;^#0@;Uth-^>Q|N+Z0uc{X1`~jdf|K#UeDdvM`v6phP!4gjVXr4W1%|gxcaL!K z=;&@=r2JohWO7-X*1OCjrfW4w5R;WT0%11(-spp`$rLgmT`j`&txrJm-N5Gp^W|B z4l{{;vqcR7o}dKRZ&O<{Swm#y6XGd|6htZ~vU7}^f=z}T-q|*)8u*-o8b&foRl>3I z8Xf#;MO{Bm-b92#<$>gZ5bTa%@BW6JnXM`T|0JiuI3W|`-s(o90J{*vwwR-MQL-&W zaMw1t2LwiCO$vwzkPUCBLosMoad{J+#=HOmeTHsRE>LvimTP){`pkzO+g^C^p?|vY zNB+@6|MZcS??4y-{+91k;64TZkW%2?J8%6nre%L>@vEnwpPmL|sc(Rx@e)QmuF3^0 zuk%lQBLDN8_9PAkMvbEGhL{^e45Hi*g?z_lmSaGx z`V1h)jz4-*FLBq9Y^k-qqN$;qxyId7>e(`7zzZzpF=}YL6)=gS4eHBUh z@tcFu8BcX|iO~C)@(YcSekMN1dg|Du_UD7fDC4S^$MWOjdK}x0tx^#Bzy*d_Z21g3 z87biygZ^;KAz5)p1UgRPTz49eSwHw!g7vJ=6+xw2Lc@~>7`2hX#g|kr;JuO{s)7x^ z3=a@#rjo+C?fBOi%rr0zDnK4F?ZT478*Jz~Ol_SZcmTT&d?-iUT{tq@T2BN(d1yL+ zH39<1(8MnDbsPT@Bn<`g{IJ>ZCkW{cnY##iGjGJeTEkQMp11yw2TxhhAa z*8M^-FfLCLq&O#^r^PsH(3$V{4% zhKBhN>#TWO4uEo?TmR)FLlI29`7|jNzFDD}sO~N$+~e7$l?ogVRI1{Qn&zRM#{i)` z6;Kl#ch8csk}16@_>m7_OoVv^4oky$O6x#_x~{3_6HtLmAT-Q{bC{r44+TuDH83<~ z7$eUzSiy6%UOuD#mn0*Sxq>*{Da0@|S%=O$3Z_mcSvNuJs?{nmb1+QOIeo3GNLgaH z;7m{sd|c;|W8g|5I7jIi$ENGRJZQdV4tW4@yI6b`ryuiaB}X}mxuqN53vCN(Y^_?F*J`ubyu?sh~7yZ}3jR&@jF{xdOWMu!lzTf|2{+a?*xlh%9VPISqf*#-m6E z;;wL3Ng6^Q74k_&#yGj-1$5_&@dBc54I>5gN3a-Dt$8rgI(^UK_Y-WLljC4q5gxO( zKgNF*7<6Q{*BB8ZC0?5U;6dAy<^$`0NbQXK+xoYI0&kyt>z@MU8!x_d_acD$3cy^T z+>M~&Dl7>crs;j}Ol4fA=O6!V8jZa9+b@n$IY*-xTRWbYwFL>!+C}R5>DFyU*giF! z`!rW9kQFRW;N4<{=Eeh)n|RmBoK|0JBMxmo51+JIKhICWb%Hokc@Y3&S)c(hb+~;9 z1ipnx^;)%>k&7S_)9i(dzCucrFS4>7Mrztcgy=8URauF1D?KyY>6vCmVYdzK0A85@ zYP0cU>i-{l;BeuCKlQ-jBab}v&;RW>$3NVwcz5#7`|Bx0{>p_F7z%_4(f%7WAtJ!! z$)^dgC!%)4mCGa;Y=_af@U;?QpS>(UtxIeD5u+m5n1Uu{V$4<}(at;+CA@mYCgb zA4#G)*{uZ3db5qu(iUCIB3R zLqlD|3iBcy;Ulln(;h6-nQLL2)#;n!Zew*A?v@akz4TM<77g|@y`(~P7#Yl3xo4b8 znyB^+X$;T4N0C@#2P#Pa5G#eO;pC-vPrvh}Kgn(TQ?!G85!B7`_#Ap4I7r@d<+iC2__gEC zTLWUVV@|qj_NY!HS7r8e&21k#dqZNfr|2E z{^?UFyiX&YG8FH9JxS%1t;&0FZwLjUt?lF^x+%sb_t8CJKnDZn#+0c@LmGti8Ucw6scm!cqjAs>?fbQZKgrA8B@5u}s(%eBd|@`I!b zV$WO?bt<=P*PTIWVo~t`@h?g_Vm`+VXOM+0z@TmF^Prg(Nnys+7CpeT!_skr|;Lr8TQke@x)do@0!__D+Ou66= z^@0ow;Yqadz6uZRfalSA<`7B2(S5szDJsRrLe1d?I?jb4c2 zp+?}9dMPA@%4vf5sVhB)Q9d0z)(6fFOk%$SIOJT~QUJ1#tf7(8w*UR=QAQ#tv$_*A zLmc3j?j#dhr@oBPq@sr4+>=H&ZgU6h;5I8n#qkgdkyFi4&@35OF(VR`X{w1Farf0v z$Qlo@{WQV}*o<(TmibL`Vo0(+hJfJQiPri z8Fxhf7`$Kkp~#nI6UBjHr9a%hb9~oEYKhV4I|iu2Q3u`y?do^)+v)kRjVZOx5$R~x zvnP{#=5f;k0_nM3UaHYGo=*K(euVi-qiuo$hewr*Rys-@U@Eg(15cIvhCp^=DfX!Ft`ljEah3SyrhA$dK6JCh)_&Y=@;;WsFsOr}ZT7GcA(sgPZO3}NHm ziVnmXVJ|>P3T!RbG0or&j!5tLO ze5&;sZlvw^M=wsd89nM`0c0{Bi#s^zh?UZa3!;*FleH+2*Y z1P74l*MZ~1Y>oKRq`WfoWO>dKn za_w3lzAk`4IBd3tm5A(srhG-8h?4-3uS6FG%fo*o!V&`J0y;gQ%n$}{HhQ}Z3ET*p z#Z%n3iK(v1+L+Pz1EulHK&p}e5bDOT)HFdMUp#aLq@AFhOAm*DGy!dXUZkk9NgY`?dTl!Y2<|=oj+VARvCo6LvnE&01UujUW=Hy{uxSfX=+FxtznCRchTs!zrkjNc*hPSUM0MQAP8I? zT94CUH2Z5k2{hnZafw#{7|$Eg-6Gxx$ACR{;6~H(7-f3A#vXImV#BbM3IHZX*|(x9 zs#sx+Nsp~Tt~uF@Fau}qJ@AYsRNG(=p)AA^_`Hr_O#S7zKK;ykkS0?xaN2J9M+H*z zpsctA9#k!=aYE}*-}iy;=djBKLfE1tFi3=sBN((Pf)k*Ku16E=0ka$u=@Bff8f~;@ z#NBXy;9Ue0W7&i!C-g0~oK$=n2YzGW;g5dcHy->GkNrQ7{MLgn|Kaw& z@9*vpI|csYJMVntVHD|&6)=~k`KrS0{1YGj-T(fl|MF8S)nI1kF|1M~hYtN5S8$t( z(WSri&O4uYc;OR^SC(;rMa6LkS89~rC(b{SSm9;-o)caNE+YC6!+-R`WOM1AYwvu4 zcH)0!@!cQ3qS9TI(Q>`b}daT7{;5#AXa8kqu%D1_fwE_Q`JnEyLx zC$xN`bVV8Kif--sEEaT#jftmIpyKQ4X{g!BWi+&ijXd~wu`;{`y@HTeVY$zGMzlbP z-vF>k--&bK{Rua$X;k-(4V}wa?gh{WlX98E#yErsjhrw;~nS9^YgsE_Y2e*i7 zf<1k;HMvNWsC=FTO0lenX4oWuqDz1|p74y`Q49@(hrCmFXwAv+*o%N%3q4C@f34?D z<<$<7)q?f{YpA5>W6mRYDfbO(5LX+&#;TclVVn8%cMqoD%Oa2V{p2A&e7-M4jGj5@ zCif1Ccv1LXx=+41rg0V<^l%7XNT4(zwqpT!m!ayMV-~T1ot@ga*%t4Fwn>L#8zK}; zm6VY$Ne+0nZ{TcG8%vEAo04nYS{iIOEYZBUCEb>Hx(#VutcI0c>3o6^cffJb%@X@h9L8* z@^hc=qr{;g36KtmqFM;*L^KE{WhO>vwCXKG(B+T8$lMf*b^S}*YJAk*a7Eiz;lhm_ zwiG{VV`51`HV2ow0k~&SE3UDjvfW$+E=;mdvf99{Lc?pj8@~`eLnp|(YJ*Lk76>U+ z%Qio|=S9S|Y?9V!PN^2}@;3=HQuQ9Iyx!Or~4pfxq6mQ||J&7ctjpz~4dwlF49o`m&Pk?x6L?ZnP z1*Ne6_z(ZEDw3!OOmc!z50>72=$&^M-TM6Emp|=^t`a^W&cABh?wWxYTw#y>;QVMD z1+Msqt?lVUs~>Q9EDtk{!X7^nmwhXx|AAUn{hSk1N?;k2kD zR&wLbqlyMVD?4@`U_Aw`li0H~wMOL7VvHWXzIU~V3r#VXJfMf{)~csjAq+|5o?PyH z&?L=hSogtE3Ypr{Sogl6($VtKmi&uBbBGdt!T*lvS3m~KrVm_rta{HZRH9ZF5QH&6 zVvrDQBKw&k!s*tF)Kn-qY-kLC>FyH7++nKUJehElHIkf5)!mtAhhQ7XRV--^p05bl zQip|G?T-wKs#SRT0By@`9J_8Uk1S$xhoS$b#MksCSrQviE4NHNOljgba2Z&hS2U2D zh~%M+b*&RD^_`n1qbX1*gDRypWJjqx@4*nP4_-+^1KClcFaH0-%!+#Kdms6UhyRlY z|F8RFqka$X_=`XM_RoEUbmEQ0FFiqS6PsnahCPJMiaw~^G9qNM@eC7fEy+ieJSj93 z-d_!D77nYS6$htBAAJeC2Z?%dYA)@0!q+5N_9;lc1E+oV&Ql$lVgfQOiRA5de$3lM zN2xqj9m6WZ2EYSuF{Bf-UZH~*X%Y`y%TN;vOW!KPi;JN3Z{SNsf&B29_AjuGm86CL zJY83RZb#OhwKhrU5H=^XS4YjW?KO2T)H2#vFevEh)-R+<_wH`hOZXx}!u4Q2#Nfap zCX(yQ=3>f?_w{{@Y~qvBfEOfm_Qn~YW_ilYkGVA^!GO7)Jo1c82#%Qolma?Uhct+? z0kQ*VY#41A)D{J5{);5cts``!1Pq35b+|F9HPV`6y6kH^o{u9Ef{FFa#_ho)WIswH;#6YVEnCzhMO2o{tEwx zRbYpS-G1kL-~Rd=aPRjle(_Tma1x!@1NW?ua@;2+e!+yr$PWac5N^eE{^vjW_4av| z=$ltbXgZ>>ioBn~oi39QvM`%*GSOc2LoC{!B~PzesZ|45Vdj@$#DN zD%7ilA+vB0H(>aO%T~DIJs6zr;F)$n5J8_YK@Yq2^V!TpH@pGQY9q9u1s{Xe!&;)- zA_)e&pJ%pHTLA`3w?*drw@A{Gh&cwk08s|_%;jA4c$C4CvxKK?lKEUZq+s! z^tFddFrOsg8@W22orMGF9I;#?h^_TU_4$~WQZ#Bp>#EDsF9_1eVZ1mVTp7@tDG>zg zY^;q=FR)k7>)kkF?Ke;=dsrD}YBEGF88mDCP81PiR+G!?9;%UlDvXh3)nr4)M?)Z@ z%Mar~DpJV)*e_RzoVX1vmTCIgj+drj*nxF3`C9d-mjDfkg|$|#?Y&1H+8qpvSgwGt zL>O0B&1QkIkhqWx|4W({eyF??Z+-92z5Vr%o?3W%@oRtjB?O&*Tvh2z?u>WNKVDpY zr9>usf-64$F`k#wN?R*?O8s?#;rj>sBvg{`0tjyw#v!yga85O~r_r2j2^g7Tgp^4e zi-*6petS>h2eWcf1)^y!`O{!TXZLp@x@bVr~-P+KQ#AZ~}Y|Hhz8|NDd& zAsO9$@?`&gVY@6qOO6~V*q5;LKRuCxl6EMSuhRPmKRmrZt%)w>pq;}Ge>ACH0d?QYGCO@&-i>=%9thT_O-my&JbnZr&f=JRYzN$UWkVK{$;!(u-5A z=;b0}8uOvWp)=HzF0*dY&*SCutTvn&qX}I(r6t8O*DLvo;VpbSc~G8g_o)Auy|;_e z^}6o+h7xr~qQn@6V-%@t@#S%BN-$?4l2#OvbvbiBdBpQUaSnMzrGoO#$C)#nkN0He z3=fBfW0R6dN+BiL4Im_~Z4@>d14V)$y@)T;URX#`JFbCT1-*1{6BLD;+U`Z-{(k?p z_w&9(Qiv71w(5*vOXR%Iv!A`!UVH7e{_87U+rc#BD@M%7F6{7nv_g1@0?f!S17q8m z5uOM#ZajVdceq}6BEVJnz@Hl=!0VzmIswsKv0;HTND-wZ9I3tg}h#clBF|J2-%&;Q)o z@*PqRsLHwr{ELuYda&H^XSucTXrbN236CK4I*4GP!?IP9N-M+_ty=z=jjKy2RiAX}iE3GGn5rFEVee8f5*i22U zLCrGG7$h3L5G~ELNNRQ0t0H`$)SE|s0r?RHk*5$}mXU9Q#V?chu|X0#&nS#msgtaS zC>JX}b?;REEn&{bU9jyT?4&UYjKR2sOahN^Q`C1#t!bB-P%_zAWuEs)EY?WCwEL8nazwF<|eisZ)_C`ZuMuIbKT@Mx`| z!lJ00ouFTrwjZryFs;nuE*?b9#KsB7;@af|q@q$kElhW&b|4y0a``x-UT&QUv2eK3OO=I;HO{}_bs z$r?{6a6*CaISRaS^l#6en)@sB-&kIziAtGniYuVyr3Zc|?r-2N?jeH_Q8~J%BA{vP zJ^D|>8UaLS?%2czwbTu+MBvR1qjBRUl1|1p=zKS7LRsvy15c1+&@ zpG=%acf~fNm?AD*zq(BfimdyAyJ~Z?PT4vgt24Jp)4Wcf-y5IidN*E@^&~(vvYMMt zq3q(PvskP&D80vJUUSt>YhwB=>1$NXM|W$t6J*F8(f_rr_O1@M1n6`y0$mQ>^Y~yU zixttj_Xq%*OKqL2|Eh>KJ`l1iN813}=#EamZc!cCxqzM`3quD1(J=+2Naic3Ekx^G zv0v|c_R%fvAUXtl=gmkfc`i)G07>WG2TQ0$QIf^F-o)Bia#aIUSVAQh@@poi7OiCI zWY9n6Mt2yIYdk*}S(?YENLw&p3|f`202k;4bo09x?DL$VvsIe8+?_>s9+jH$U=Ot7Vr@n`%p=mOo}uufhw(OWR6 zfna!;SQ@XZ2;iXUk%hhBjw@|v0CwmkInEg!wL!!0!5M5wx6^B)oIK2V*6#nJ)S_iV z)F_km00OFL{G7ml18Rs;0A^Od^vFt>^}PNL>fetzy7!)Qb02_?# zY)kz+l5AuB;}&SSgU9M3+Udtm*SM!~adP(Hx2o?eH=DYJfwKQ`EjLmB#B3|bEZhX( zhk1dUDSg%W+jxHgn<+~B`ebuPSjX6bSDRhY^ndVLP8OgTM*tb$kh5b3#f+f>MhbWN z5v#?LjY1w-970jNF^>SYR}Cug9L{zIZ*$G@>|botmVZ56Tp#W0Q`9B-Z)y@YY@92eg_^W{sY<~}+9%_}#U9tXSM6i@Lhf&W#EeC5^_ z4p~aW+ODP~H*1LjyFuq@^MM}uiMVJNEIOnEC+AuZCsjkaxP|~>n!IO^Z%;NT!|V*% zMns=6+T3Gw#RY;7>d=S^puD#2^Z|X#SoDR}$%I%o4Q)e|5H>{L!y^C$ctI4ByzO&4 zTXcuvJN10-1Dm+z;zp=4G)(L0@&A$v-T0WE%w!EN?~V_MkXW=FA6@6-q}CP07aBwo`I~}jws<2vW}{h)43z}IxTt4-!(#UjR;TNci$B*mNJ|1gdfH?guyHR<1lRh z)?T9Tvlp`$Y}JU)RM;0O(rSZ?=D-kRLg)1)@Wh>z<^t=bb6C0UoV>vmXbC-{*{=cw z-#N60&a_d+>FYdt2Dil?Y4z8+WmUb5i(w7Qc{bCD*5D3{Hbsy~Adjly2HhlVQ7wx? zr|4n*z1mf_wS}}Vc0%_lq8lNf#%r}8X8=8|2vyf$?OWUa7P(e2i2ZLBRGbo4P^S3= z2vR1)qK)Q->1D-r<|4p_l0`y(B$hb;=n-)fdnyJDFq7&_72gSH3f@hhX|6yodz3jO zFiS5Mn9YZtojZ!gT~2*JawUKia}b$3yf(DuGH{~RUUZXja1Og?SHeOkk8?CXClYT_ zaY*^;;$@DLb=cK9Lu@6jy*xyy9b-_FoDauPDiII`cNyLk;m6V5C1&;Zm(QG<`}F+V zKYCFa)n$mC71FP4>A?@A-5K)kMjVGX5Ji_RDHu3|Xcp*GqKB>THY9%J(?9XahntL3 zAxFbtbq6TxM1Fgj>>n1S*?5k#MC>6>Y7iSxB4j-%4*Llud(}F3HxYdM8F|C zRrMeocS3w;?%x#WY3|#2MpNC7pHaf9igXk-{;jUV{%<|Xox{&im>D{QgP7)u2O)0E ziyzC|0ntMGs$0-an89Lz#Z>RnYeCMqUYVgA?-#_yVANslZNVG{SOALRinUmt=q#*+ zM;+s&U0zPBMJyO2YKjx7Aqru{&OTim1oFaQc)-UNQnpdU-&X?AFyszK0uylj8?0$*WVgYO{@QX9 zpEt<&I;1QmlE|b9wiMAPXy~rs2iHMx8yl1oJC#eV=1}^bkDOi!y$G`mmw3u4XIe&U zj^^ZuA@x1zt%kkg7iUAy8~VeUYiZ8#h(2>g4Rk9D8dTh?XP>4Ciup|?Zy}tRGYX5i zE?xxp=jRgXtb%HgNUWq6AiZ==@?%9Z&B}^o(dC4p8oJfgp+FVm#c&o$DddXl$zTX? zY8i0wZZHwf5DYH~+5}1-*`M(CmH_(AZ^#-Wfz!HtOAskd0FCByKH^Z4R9eYXGW-DUGKe zZW6b#Qca_jZr6LqZkec(*LlCbrI#8`_X1TbOw|CPeyJ9Bjv^ zhAe{n*BDCo#kgdc9~2a*7p>D@G8RpP-2cAbI zokd9+*^<;^oDjrOwlKpN;|8hAEXO`~+5uyHNu zf2gObV(C2~8Uf>4Z4VhbTg|WkISk2NRo&EvuM0T9F}HU( zOc66|VsUMpCeRa6u(oq_K-q=>QiD?r$&HqeJVGZZ7ZGc3ikbIk$F-V(>*VaE3yA(q zpokyk-u7~D{3Sn;dYaR{sQv%`Q=fbPhd1Vbm;d?CziZ?7J&(YhsAKkmAaq7gtYU?y1vx>7j$uXfReqP=OT@*8(+M zyR?8~)_q6ZuZ(XV9#N%kY%yPz%V#lsZQ$@6T4oa0Rmp?L9_$hWe2ZvbG=$WRi185w z33rs}5mNyb=Jz=N?eK%Q>F5R zAju&CL|Z$HukXF~hyU5BxxY03_VV%sU2bb>bZDIY?_JV7Kt;p`+)t5rqTGSPqP7A^ zq)wm&F*6KLni>QpDgbk*=^{6wXC<$jJS<#=)={B4sKQ4Z`;UXhrr`bZWNUHsG`2~l zuW8XA?qRbLU{dB6SvoA={S$XuFy;yRtgBKdnCalok-4R9xQ-QApyalV9a1@BbepE! zDnJfjIr%-~IUW?EHMN9hSHKi@;>BT0VIT_LyR9=oIplz(PfEUYXvqVD#TPXaydgo<U)~HH>`n^vej{&yy0 zh!YYc0?ip?7QCU(LsBw_iC1Vbb`!>i_(@hkqSe@N2O zB*)`A9#_B}CjmEEOuX>*!niAPItGOEED>o+I;V4%nIjx9F_P71)II&|fH{(#Wq6`6 zhijppj^m`P01xnI{>VP${m5&~&*zRuH$y9uLr4<}Dr1UctI8p_^({yMPzirnwkK(;NKH_Ay2F4cSdp zpm@Z(2~>G|i{b#VGk@$QbVbDsycgM>t@y~xWbw?%6+7GnR}hJrR-G)g*c%J)@@*=I zz*Vg(aK0#@)7eNk533$_;bUb@HWaKNfSh#B+|EXD>O?Er$ioJMj+-Sr(P{G=C5tyu z()7ju5|}Dc^NdOJoK$HKLE%0zD-LG6DMKw56W@hWE?;Q8-LogVuZqd%09x>7bpnpZ zz#MT(K6o$j52of0Z&Ezjd4({%>xRcGu_h3|dO$obJz}+m zAy8XA;zz2dJ^_oJIl+mhB^(y;O>Kj<%s9YuN`298H9INou2!YMmzl)~;@6NwJ{B>t z5Imv2PT=9({U6zxyLayYn)~3xANU&|`DOm$&;Nhky!G1KKOm_4&7V3$Qpfs;{{~tj z=K4&s?l>mg+&|X(1of(M*Hf~s0*xyYN?-DZJlQqRSu~Qts`nA8{KEO{>s6AMUa&mY z*-C5!&&;MFsSK=Da&UsV=ZDbTuwVco_tSnbo`nkjpwMn$>ea*5D3b-dg?kwu?o&x1 zyugD(t{6%o`V$IcT5i?tiU>A_I599D4o;3}9Q=~2)v>t0Y#4NR3VA+7YzcC2W0y}{ zo|yVb@-nA&GP+^SV5LFBBS~MUf5F)7_T2P`d#bREj(D7`>f?hhe&qBrCA-MSmr>7? zL)}%Ii<5N>0G50#k;v0f&L3uA1v?Au=~^V(frFpZqKaJ!<>idx?}an&9qWWXE09$h zd70D8j9Si2>JAvUD=^uhRK6aho$PypEsQAZ?YbL~%In4vLmj>1(gR34O``XSa__BN zk(JH&5t(?bxl-vJrXKWY?BJC>O-(YDjE6MRF9wL$KVob+}|W;~-I5UWVOk*`O_ zRV|vE!)`*`nLfosojNs-#nH3G>+ci60`IU6$I$4AE?qdhe~#Xe3`Qtq{%PVYc$RM; z_p{Ene=k~PTsJzpe2ziGi9K%-?=p93((hsh42z9z;@t3>aT)K8er&vZ`-y%YyGMUu z+tPB;7yT&HZuOeMxnJ>akDFgVMct0fiKD`KHE1NbuiL?l_>}r!d;BGVmZOJebK3OHahg*o(}BuQO&~jsE!dSkGbF3NW6t^kz7e^$_unY3tH_A=fIePw zHP;QKiJiQ?wZ3Q8M|5bCKle63@^{d{rXMJYvSKZFqV*0jAkAQhS|mMG88x?4ZK!;N z$rmZjjVuOv#{~cDO#DnL-u2cT2%u4$FE)pZL+iw}fb}~)m?bQTQHGj}=2J6~DW9`v z-1_JOHRVbUN~Wu!DGCv{LVhY2jOCck?9uFv>fI(BG%- zi)G#PUJ#7nesOUy&9HA+wM82{kErL1mI3xIK(Z?G5}o9IVkRThnQj z30L|bQ|Rk1Yyp1~#sT4et&rT~tq3`D!NzDzku%yjV6gWzq2d;XQ~?)KT1LNAtokx_ zN@s-PTYHOdKJnVyr%ufs%zyKqKN>H?$(KxdX>4qXieLYRd;A@k6Ar=arX<$uRw*w` z9hpp8HLS!D?arK7-`4iX*?XDx+}yGJzJDkx;J?WM)x%_qgf0Hi#)Ai{1RY<~GChnB@6 z=nh1|uA=bUVT+aB&)uEb+8-3w;8>E=!c`WDzwGV%$Ro!((y4;?;8#t$sF#WCs#Rsf z1`bAyGkI*i9q6IVNb!hh9D`N4--S=f0l)6S?QAv`H$_)g%&#|b*fYrziWLPL%bZ_} z&+x$SOv(mFI^Lz-RQ890kF+iEAo-bI47|JYC8vwph+Yv9$qGo{B`;qKtro0Im|jkh z%r>Va@NiA9qrxk}Ta1_E&0O+#?d~!-cFlKK-&=B*jEj5QOpXpLKMjvXS0D!v0xawnTTcwRz@;B+7pnz-mx=axXy zM6xxjCf!0lkC0H{;JcjcV9%<08HBM}SVUrplCW!93JK&UOj{Zh zx5ut|DG}wGP<6-p3IdYYJa*unhbW_CiX+}q_5zZi>rlKclk;#6yr{YHss8};;`PtH z_V)d!=5EZtb>js)#Jpg$DacAoUZ_!x-TWtIr(JB85(V|qUu&Yf1)s567Q!u|NZg`O zQ?tBWU9(z|3>Ns$C;SGDiuhOHVBR4`j4F96oVQztq?eiOZ$~aF^ueI@b@IkRGt`8* z&)ibR<9!CopnwOs?Du&2$O^Z0n1-;F3v>jMmY2k;w-B3$M5Wspg&|pMYO(M#iva}o z644qgqpzSVaYY_TDf)yQx+5%(dwy*7{UM+|hM^%J?my4pwX`aIu4F4zbu{JfLQXB5 z5=JY8Y=F^Rr2v0bA`HnWYQgEtM=BhIMl9Fb z?CjAQ(8VByp;c5_*Q^E$c3h=IxaTzPdPI>xzLZmOKv`jx)Wjf!APFSxdXv`@XFK)o z^JRb*K`1Onma%L^`E{-t_4O&{0U9SUD~P0#)GAgRxy$b8(zf~J7NAYMj7YQay=OH zdLCK`1{-T`E_NPt&5Z^($8TU%-7W2aq4TSc$Q)h_T!7S_flc`XboZo$m2%`#c6u9j9XVk}NxtiLWvBzT9>{g3To29$HxYyh#wm{)Y#kem{Y?m97>Mom zHoRSEc5FPlZYYgjoUAG!V*cqgs0Oo9a*#2u2`wSZ;VvY=oRsT&eq;1(RXH(P);22A zV2ZxNvPG;YYGwan47rkK4Gqgu*yMx6+t>bed=Wv?2&rO+py1=kt#wNKnTuSBxvi?W zG)`3KM)I)OD2g|w%56fx5M!ACR5}}+aL}X$(9pw~^rb4<%BdJ4sLFDP049uz3*w1% z0;eWgZd=@EFM0W~&W)Q-AkI_X7`g*gtErk&VJV>%`{Z~}KtUoWIj8z(I5xRhkze6%Qm+Q`WK}Bj0m4WdWl4VGpD(qH$3&(2gmG#Yq$ClCxr-qyL zKzTV@eFz=`@fg0t7WWYP27dQK!6c(w>7q%!;EGj2CYz9Ab#?tIE*w4DMif(dWVuy` zb7J9m9Y;t}7hb|`m}Sm`=LOTPQg_&#=@ey#Xo*~IL^<;%e6G~sgYl|_c>cz}mAW%j zaU7!iWz-BlJ143*c;_PiR1&IgPcGeC9FD)+po{^sDV+gg#UT>#Jpj9_JJds|^h`Kmgha!w6b*QU^fK@C9n1v*U(~@xk%>nqBfDF>f|-!D zv_mM%qm@g+aphDCf5F7Y85ZD=ck#aaR4?jThK*K{Bdnol?EEoG*$`k4dbIW#A}>gQ zOS<(D&&g2h+Ze=IqInvw{N!jE&TvfDky)!|28~TM=ytrz--#`_w(;bYEqO)omjBU#kJr(=8;a&; z@D%Z3HTkNyUj*hcb5QgSL0?hde1|8!o{4s577RGl=*lgvzTHbe?^^9Vrv;KCS2;g$ z@c;g^|K005ul_$jd1`KV{;jRgOg=L~;XDKMO9u34xkHMNkIwai?G*c+c5qsHu=J_x z%svG!fF8}-m)Yjs<@{_WxBE0jCt*c{d4;8F&dT(P!GL4 zFn6{IbDeE#VY)_gRjJ?2hVkH3!(kh<#iXXRLEKyV^L2A$B9*Z2(D!tGo9%*9Tk1?9AROpP?9F}_hcTJBf57E73`;(kMxd`*eA!s zd#w~Qu5%qqJuZo(xtyGdJkJ>szFMbmfdM&6#7TAUBg0yS#$EKGRYK&^C)7BuZ4)j* zw)a)?xhzT8Ocj2+4J-FjExaUJ*V2iIme9n-J0)ip59k-Jx;^R;1qzh%cyNe=y3iGR zR}d{x?Zlli>n)B$69oqA5k&=6NbnVfM>C(&MG#06+Hel0wP&kSut!r%CPnBWI)vPZ z2Ao1+J&$|WJ75P`h@1{go}G|Gwqi@0XTU5L6?Ujq3&^a=j(YUfKR9=4?z8i6eSaay z2t_cV$46&KVsx@ncKHrE6keO9(a+|LUFUD*t-^P=gJX_QKErn2ne5&I(r9{duZMZ@ z5U&TtEI0W(GtPxs)m>X*0VX~rzFH1Wk6?Pouq7N~ROu7VAyx#;SOYNp&WbVHf2k~y0$ zO5*GszI@0A;TEvTgPNG7pm%{*3HyJ?(ppQQPS!)9>+xuXSOWU>X(1p3WKI>$8K;-L z#;QsHRUuG8aM_eY`(!)A*H)rsNCt!B z9MQ+*ugbb)83=kWs{O-h{b$(C56g@JctLHLrpU>+iT3+-=3M7!)(M@ zZd3XEbW%9Jt^2`=;9i<)b-q>y|Tdc>^g$bIn`i9)cKCCK%{@YmYV_vM>9-O8yJ-9<7V}03)iP zS*%^SuU(N5^x6xm)zm77Eo4vLkM7{9(8}N-$pI>nrz)=kT1PAjbiDyR4f4 zLDaZ+(c$={(oco)sC11)tF(UDN9_~YN|IJ3@7IOXBV`~g*8{5Opbv|^Gj>`LLI)uG5up> zP&_<3eJKM=0@AUfYNQrFY``UtW(V_OsfOgvm0^w=CuZmwc3k}Gh1Y(S*1TuufBxd~ zrV5@Zr=yQuySn`G(W4OrHXmR5DBdmNXrD#C>5m$No79uX_z(bu*rL*f*N)a;RMv#= z(6E8k7SNl0T3e&3P69%VG{ub66)nwPLLQeb&8~BPECn-3d{L;bQ*WkMi+j>wMb&Sv zo9Z;*BajGxs|IX0)YEnWrW4-)x8y9Oxo>vc0izcsqy9 zFTufgxXk|Mp|Z%c3%xx@>%cWZKC>$SrQiC!s4zCj zfbq}-y+0!JV7jb#k&1SLu6(p_gTh>+Avl5XPoZ~SjG$}jUti&N0<<0$cBz*)iWxvW zD@rAHOjEu1YHUWi%kqCrsaD$O0tr^lKI@>a=+}1UfHKbsNIDmn7~H@Kez?z+`=An! z;Um&NA^Vt2WiY*$Nb^T3X%?FXYm&IvA-pPINXGS6nzFpYJY^s(uwE?nh%7-UwR)Ta zH}s^(!a)R~st`Nop-U`8CmMR0!oyy?swTZLxi_ut#k{{!E~@Q$?Ie`l#AHB{T%Ft< z*5rgBsz6_kn;ZaBaBdpIaR0U)?EFmO$H)tCCmy_&^-=I7^Ptz2UZ!K6LBwRGLlX^b zYjjbqyQ+m*CY@x$ElbqYE;Dz*GeLC;)Pp=>P+W;f;lze^j1~S(_^g8fxgeWhS}3Zl z?Bn7xg`7#0-qHti2bGsIav~>^ zND=tiWYAQi1iC^_zK4uheDj6Zesxo4+BaYL&UWcVq$ua+20OO&U^Pv>RQlN(83T%( zr1ho@F;xxCU~NpH7+V^MIhI(NnvV^}9-LRJtIRz@1blQB6lm{f+d(O7+YO?DhEBv&?IAv2z=sVn8E0gPfm-lr0R&LNYOa7b6|mcrM-8SZnmfQ zJiX}4``qI*Q=yl-P=Q1HS^)_Cj)GZ;Kx;p#F9g#i|+#WTEwLxKw zcYLROd@CAhv(7BN2N^eUhHCmZwRC!LiavJeICufA$>ji2zV$34;AF3C@5<4|hO_rr zuGRdKs2HVI2|xBvIAWb}2WEL%_8Ogk8Rec5oP_03p53dkBLa^KnL6fF}EB1>7L2l<74zfImz? zVL$LjQS}Ubi7y*l?wz~~>5hcZiUk0f4H zuCOj1c$-GYE(5%dDPU~zKhv$tOF6gTyo&kSW0nZlSSa|JM zH%`rcYX0jFHW~6XofM9+loa%%N0&yy&wmPO^3=o-J(13`|6@_ImrZyJd_p}ODO5^G zoE%k=6-t{hj}AP!UOqCUCNi(8?}B&|7cCd%j*DhkZjNjcx(-fJ1lTfmLA5o-F;YCD zP6Mk*6x$*ZQBhoPL0@YYOqsJJS`Htx$^vwH6v@J|O2TBNRG=n@Lrf^X@=TjOlCitq z;%boo2`lXOE%IOp&q9-;r9h~oriw9G;&^p}n=b5-5kQkg#G2H=jgKK8@tOD*E{HIp ztR(3;^QN@~+2L>ctM*bHh1qT#K!TDI-exQjo@LjL?dnwZeV7st#@}Dw+MwdG1)g!V zZ<~CD@UWm2ySvq*cNjeq$Z32E$$1X(=fPnY47cQ6Ceco@-m<74K3qfq55RV9**)l6 zXslarp0r#gz zD?~D)j=`zR2V48My#thm&Abjiq7u`U{Pv3w`7rgG4->EBEQ`t6g}{dMZMcRewn2p@ zY#I7jpx{QR0*!0+Bh_9wL?PN@h}?;N-E45MbFbjr__&x|0xc^4!_y&nLs~?Mr2f%H z%*FdL`0t(j7jtv};v)}y@MHIW`;TS+e=ofJ#@^TNKSlHRZ#?oGE{6@mh0HnIA1{5h zqG+$84Mtn#$e|g=vT4{5T!K!9C{)p1=87QFht4%fHp6w|PvE8F!E-b>1~|j3reL>N z8n<}hY&jNZFpR<0$=V=5!k8679SFMe1sJlMM#N*kl3HWLaDF24y7Tcm3Xk+9|K8Bp{KL# zn852Po{m&c0YPImfm=ix`%ab8E%`ZS?0Yhr_#k7i+E!?bQ*b*|iWuWvH-=+!CRbZR z%5f^G*43!9V(p_%4wYLOa;JW9b}H$!u|@7>;wM|K7=~$Qze=N|bDJN}MTAIOjbpQW zLW08PqbmSY5~H+}Z9-p^hFLu(C8}|^5bFWrZZT_kA}?#}5Jj6XPM4#`zxew2YtNmU z`@;NNYiDut)58!;oJL01d7xqWa^@LGzmLa4D`9C=0YXLYLHP3;q|`Dm+v-3hpINpy6eWIZ)UWI7ApKtJyKf}42|VEXG5u+k6PUP1uANXgF7Rdv^wm3T2kOe10HkAnnVf{@ zPsUuw3(Tq2rK_K&{5~}yJV)EpUbpvfK` z)VVG?QzDvrbz#WDl4hik|GGW^NslDV z?h;4u3D7JZSdG(y2v}1-aL5PgT%oO`t`K-zbKwn6Yj+<@u13(OCz~h)ss(Vasc#hY z?7Isb#kt_?RquNEb7uBXd8D}wTOHM+%IvlqYBe6fdfU-$Az73kB@g7Vo4A)*=FEkK ztmm=^G>8!5Y%u|@LKKHrU>HS_({G!9a2iw}Q$IoxdD+V( z7XQLE`iZ$v2KOeS-U_dg3o|C+Gt3orYV_DA|LQU&M)k79T!qL~7tg8h$H|1SNC9_v+-Z#I0+gi1JMs3^I`_pyf*3G&+=*;#%&r?=ZbT4xZ&t~;DzN63_`%|RxTbv5 zWGWOwHAM3UHr?Rpn1_v1)@{hugX}Mv5^3th;weJtbc)8@(7C}qJ&1u#A`fyr-|M(X z(VB)bHdMA;eod}St1V(Npl4Pb1Tuh6c!Lg;!+mlSI;pA#LPEH649d~M-xABjZDZt; z?@mS2jQGsNJ5ce)7rwS~YVM2kUw`4<$Nncc_T5gtWJKG3vNxAT-E$?XF9(#Ga%v_lu+nB*N;jsCxA1*nv}cdW-m^a zsVzWIzy?P!>E&bl-Gqkh4hMxHu>R8<7cxu3R%vE7LyBc^p+qV$+b~$}lR>}+`!rg$%W!ueqf87PI<7c1fkgxp(~B0s@O)0~zpY8c z4+M$nwiuKmDwZOEL}O1D5xl8ziy^SDF}Yl@T#i#nnD&+RUiZd1kq#0UFjj#v#nPNv z8m^*cPh*?;p8Q-|Rj?XOC}}yU8+@tFmp>;0C+;&B7W@DGbN^;;?%#a)-_3vcd%=MJ z|9%c{{Y8qgJTd>R?W?4&k1mp%OvVl_d+<*}WpLz<{)fl>&jnF+z{HmHA6GGo@3<9g z#M#36Ca@W@vr`8Z%^e{RYn)zo zQb~gs1Q1p`nk+mPS%C=4g><;>(xd@yWOH$F9-V*odBp52 zihL|w$n~>E=W9P-cWNEw>k|G!lrP^_u|c{**YvzAyu)sLqBeZ7dmN^F3ne*3sM>TN z%gBuq5o8$lcQzI#Hy8Ni0ur|HNFByi7?c~=^NGRV?HLd`bteZwlXo4dxTjZ9(uERmI}oD}o8t(R;8@ z$tD+I4+(j(%4e`pol#Y(wW8XDVT@y2hN{yP&#;>2fo2(#S01#jE~uCDq>g;hIo;)v zt{2|m{t~~56|GvInpnA)poGqq9!uRg;qhT;_=71%F^z%8rrr+h$q}SuZneDD(X)jD zYVmS8m;E1#ge5{F=&FOJdi4rCzh2rptg>y}~`1Mw3{r15T zj&$RQjSXx(2H35!F0{uj&QTa9f_5;SOJ@K`s_%;4Kur|R$~76mh?)|x4^wAE@2Yq% z`#=2^Z(V^GiopU+e;57k@SI!IAS8ER93iK6I7tC zX2}i0iH?c?ialKc3RoxkTm(UxkBbkwvR-0ZrLY|jag!iV3`0SV;tJJXYtoLQ1mG4sDxo zHYZ9Q20YcF8Da2z7UP`ph{Gxleqp?`rekY)cNOOj6E1NkazRjIX0`%;RxR-;Hu{Z+ps4QYFhN%FZr$$7VFLd z#-2(ui<|-eOBsy9i+`1qOpKsssdl)}BMb)Rl|zmxwTSD!%Xz-E=h-3n0U^*_;%Ki8 zXYdQ}IeSXeB&o`3X2>ffy3{GXR~bhrJgn60j%+YQ#{aGxzE27UY?3yQ_j38+eb{`D z^NTLbju|pJjwHiUlvLF}-DMsNY_3;P31*IZV`Muc#SO6dwb}AdbU(7s=97F|yy&!3sa*6Vc!NXVK zLXO+c;eI(O9GwU}AUO7?`;&ZvEv)-7yJp)nF3)yzF23KR^WXS^@1O}6ihf?= z-JB7{OAr1f0rbB&tEWilnAw9S086qLT)cqbB`2I@1tl?DVi>WKU@0?@Zj?u&?lMi= zfE-hOHkU$(80B(M@@A$ry{%?7MYbWTqB-T9eXSm3#gtyhL)2H!pTB%wqJeHj+Uqx# z+Ia=l*apPv0P$vvG8ti1Z=p?No1_hsC&D<1hflK1v+TZXC zoYaVm7Yo`8b1`c4$Ydv zOiC;yQ1{Nu5UZEcXlKFR-O_NH(cM;coC@J~dC*X_F7o0(U|SNT;GAnrND{>v@DR8S z_QjEST%TqC6SCFNUX51fNooi7iU%rb8Li$Evzvz1?Z*Cp--q6wyZ=f4>*PNt6gZ*4 z2?b6la6*9-3Y<{jgaUuM6nJCt7d~@p?uGfU-!p~19v?ln_=z8XWbqTABj9ROwY0$9 zcyt{@f9b)$mWFc|CT8Yo?KNf7%IpFZDWHz~&{I}q7+umqLA@L8F_mz_G+qSVEprxCmmdqYJdPA!KqbcsUtW;FqbVdB z6C1k_91L>+tM8Ia3GD7{Oj6&caLWMoH3a+}>OR#3FqzF%bJouiA(t||;YXG{5)39IPVW-3tD;@y?7m8cEA}|JYb>q_I7-Lo!9*w~vwHV_a5VpWp zAPhyDp_rmIRURnQgA|!etJz-dB7!{3n41Y__>RzStit3Fwv=fRx>gmq;cT?jESE(u zww-y00YV^R2h;9Mcq(?)p#l6dRd!bkYEvsaKT_+}SVdB~p?)*mQb=yFqh&0I(HJ{! zo@rdieiUhY@+&|23s0F%^|c3QPwbfIHwpgy0*Az=Al4dK+NTVBg>=F`b26>~I2!pucu`DxdH|ShMI-`zGKMM6rL$ zgKPK4#lHR=wa~LzdY_<-{bPsAO)Ntnu!s* zVo3WXE4LXxg&?{zuEWhC7>s1{MB2RdO%j$#l96!vl;#0TSU3@@hPpLOqilGHM42vK zQcwXbXVWrziO7qmvwL8BpmJv*!>$UqFNCI0PDEb090gp5CVZ})!OYAPXY{<|NO&J&cgG0dN%I}|6}(3Zf@2d?WK@}X zweTo3!C#E`L+_+wJ_+w3wmxQ|m&HYvKX5qgLLTCi761R%+}v9q`K5dRrw@MNPxrz* z{@)>N;SOzfV69o z&h-4Hnvhyj0T|M zgAdw%2aj4OOQz#W;(n_@5yMsZq^Mt9OZ@wW9ogeiz=Kkml6;QG#oS$B&(LGNsS5|g za()YGbMlB9%Nid;b06o)U8T1kfy+^PMe__QJft^)6mwpGhVRr+c1lnXhzSrQT=Ez zX@Nt~K-JC(fJ))6oe;F*;mQwLS0y{oeHdU4fi%^#R9X_(%T$5zcm{mWfPpx7n+T!d z458O}VA#u?aM`K_XR+c&HH5q^$BAZQ+aVw$@=>%g5L`A=Y&e-J-1da>Ga*$my{l>= zl%oif&z8`ik*+PcELY-Dxqcexnj7M>8WbDKNTv7$b4OXh&%wAu;9KtJ+9DY+XJ+<( zs-xfuxlAz9IKCouja7xyEnFC`uDi72Y;}>$pv0trb5e(Mijt%f;zZb$f)V~`o#1)3 z3$evFe&|~l=I37h(EQsUzf4#?6W~`TdJ(D`onllXf|9zAM@9wyO#-Fh|Kfd;5`BCH z*?X|`fF<_-)mPM8aiQ+rxi!R0CA4|;5=!^w2?`V8XuD~Ge(W>nt300^zD~vw>%FnD zM}^Hkp9?CR&!BafqP!e20iQPxI8&Mpb6F0XR9bHm8&k5vU`%h~J$%LMnaP!J|5K!Q z)YK9-E^EAQ2_XUakf5f-u|u|*EQ84FLpU_L_Btvb({VH%q(3LpzgOd#0FFsfRF~qZ=hruE{tNOm~`@ zo?bQc`&FMUUsVcdBpZ_$5|hU??#8>>jh7bZdLg+}%Z(NniQnVabN8Sb;lgxT!naOY zD2`$nKLtuS1;eIP@|DUk+6^+El6Wr2oq2_;eHz!`0x9@6{WyCn|HZe^jt}R*`GJ4W>Aa>rsJ_nP#-pn!m6Z8e8dd3m%a8!mVc_1j znH+#p^@p?G4q*>Fa7yoe?%D}yM(XtVU8f%37Gt22&YEc>fcf$|A3E%hq(E zxApz*ZV($$MLg=H^0$^@Hmb|l>)*KkiD5i&B#Wgw-YtxSI=EfMm`PJ*>36oQ-@zB( zOArli@TsQq@G<#gKzNQ3d=ZNv8XbR;0T3JG%}hc|bWeIv=eCrUeBN3s@zNT3n)9Hu4@_su&)ps{8rYYss! z$aB^cyvCiH^L&N~HH$sn<&YL54BHf{o~>Acew-XhYvmZlBLosxd5kKNQ!{CpckXiO z8eoC2ad}$Cx-t{X=bM=sDi*$Y|J4!-?(VTct5}85gR>3zps3;vvQVoGD0lO_J`+nI z$(#(>&RhmY8K`<8rE|1hYK~{W+;Uc??0t^DRV|c2!-P@N5MtOlHkEBJHAKe4zT=z7 zJRHLn;}&g!dp1(nReELj{l;Ssh7zrq^<`+%#&PUpv&ayfht$ENq6U}J249H8X(==< zLb+5~lHC)9|K#gm_}1g6=6-Vit)Jr3d2#FU(R1DXzS1C_rP0@tXH=WPWV^gto1nIl z^QYcvpF);mq6`W*th>r45Xl3XR1#Lnz0CL|!eX{VhiL4n0D$D#nXqoFr@6gG2Be~n zB(9JVIyLxFa#U_%PMdGpMpMfMHS_!?A}f1Di40No!&y`d z8*AWAvDJ(%e*S=*Khwr)SLl-qS2&N;(z%-TqAm9Vf*y;)A*iub>h1KoBOq!oGGV? zL_uJ>AXk~H$)u?ZIx;{`Sy#5R4>EC%5B2}<|B1Qx-TU0!2PgMFch9%)`Sx*({N&$G zC~!i76AFBn6nOIoUweD&)ZCT%Z~XP^$fK*#2@rNGW}-igZcler^xuorNLU(;DX9O- z?_AT~nn5n=a*52VTLPIC*j)^lfNGS_fENSWm1`0Bv-ig8zL8wnpreTB8Ra195!L2) z!(cA1MC$+M0;NtF;rX`vMRY4p^HY*tkoT#5s85GKTgGev zh61m3Wm>UMcs~?JE2CT~<_dZT#;IN>)&*Y8Tr2inPY;iaAfl82Dx*X2Nv>!vvE%M2 zDH0MbNFr{J8 zHC133La+vuA#lpHqM;R>oz6Si+y{gm=afj&qL ziTLB%VKFXMl!o*T^xAD|k+M!TRxy74vm{^hUu#B>myj~`WN#Cct`4x`AZ46WfVt*~ zNP2jf)y)la7I^HiRVD@8*+;cCjRG>pq|z>T^QiolEdJEEW3Sz|(^L9D8p`Tj3f9Sh z)i}ku@gN7Z+{sPQ0B=z|!n7I9y2=_kJl^bG?GahRc0x9TXQQ^dN@Z$fb%Bx7`c}xV z>B=xsIqwlW8U+$>bu1cN3Cvj$MP4yh5I^SDwS@YRbOE=TM`rC7^#fsI=6_{O`c5mv zmA!QN*7;c2+FKZdyWUJWWYWn7+}{HcCx|6e{FmcfhLC#(06&FVFHkw+$H>`u0vH*O z|9zcnAp1>>S@z)h^&VJOsbIwgZWVXc8TuETZuI&EDkZ2{ zYsq!U(MClta1s}|!M24*j#^d8yNIR&G6`Ra^;3yqJ)Gq@>a5W>Er>dJLwTJ*wJBI~yd7erV=?|98J)Om!VFbLnTx>zu`DTl4Bz)# z-=#)$^7sh_z9%Vg|A+ta+y~}E2;6_5uup^K9dVbXos@#!z_jK%2f;xI>OQyww0P+b zg2*epuKP=Nk$K10s(?_gC#Q0aMD%?%$8@8`8yk`KS-*R%@a1K@l-@+JX3>VR)D_qI zG9e3X%7HrC)+R|tGa)@Z3KGce*8qPXLQldbGCClN zMD%}9R#efHl1rAX^ghI2MKFn_eh6YwV+$q94ahh`)XoCv*)WHIj*>pmrvJs3M{5+J zET4>z!(r|;&v`FGpBxyrBjt!fRLoPmN`+}PEK%xBmsXR*V2kO9Hb+`oNJ33N&ceqs zFBkuPohlgok3^*zrk&}>o`Injje9fIql?vnnQ!8@UwY>H!1v-V{)RwMUV4W6-0^B!kHa4&;0Q5tF=cSwXye- zRr7UGYR$!%a6IE`*7vE=j{{ZMZQz(f=4i>lQ|x?1ClEvMpTI*|Jz4{q(0kHCjFwUP3wme-*WxP)4QS#JR;JpKWDc;4!X@ zTKoQXQ9(zT_6PUpcKYE01>j1;ALhx$wZzsVxLS2fE=jj)>ZC=|SQkvD10jA9X z;+>s~^;=x}lOsQYOjB7n-&ZQ#)Og$3Cc#@*ilfQu{xLRMbG8~hTUH^JABO78P&CeXVO4*$Zt@rKR}N5w_% zcMe@-e5}O;8zK=L(@Sd_6(?ALXS9y91W zJLXa}24=5~N#wNOA_ye1pAU11csNOi7-HJ$K6grB$DBO*jaW)9$3ShdKEM1YtPYhiUMD{@Wx%@F3-<@K+7g>d0<+Ho>p*acUpWm ztcm+00e1+0iFS^hCoWs=A6!sMAXS(4X|APMb3T_pCzQZ{GbtgWwNTspKk$Fdec+zo zpF8!x-1GaV7C-W{@B44>`}^M&E1W$1|3?bE`lDa^#UIpKe(gstqgK8^)YCbvjim?T zjD6|~MM~C)UR>Y6fWk16aj3nqNyX#o!(N@|#&=Ovo|&vun{)l2y*5E_Mmgrj^)4k>JMXFLpD@mRUjjaAQRg{v%sMiT@EDMl;F=uo6xAF9ZA1Lg_= zaD-YS6n9sV5Ml-Bm?eHvV+natdJ6VpwSX~X(hsRD5J*lPUp6E%!ysgkf!GZa7^I(F zvlPCZ7{x%;V^q}cZYRMOIXBtC3 zlejtkKkaSkROJYfgF_x5RZ@!15UtRXnnA;U$|b{!PJi~0uC=4jV*{OL;t9|-CJYis z&4tU`NPMR0kGU?)bkP?<=|R@1=++3qcwaP27Lw8uw=5)PAR^Jcv{nU{QE*;wZ5s64 zj8WSgQOXOKRh;it>#x}*_(`CiJzU+RL%yf=IbA-%$2$wHs$^!4y;x5FFe+bXCbZ=H z`*TZw9C7vP4}R$vz4+fh|LTuiI?%s(1A{SqdA)SmXXu(?bi~CDag7O%#lW1<-2Kw? zqh~Z^hc-}6ONe#LPP7N{Cz9QQix3XH61)zi5f=~50j^lDkFxl8U|S?sx|LH1=+g6x zZ+!kszi``HR$sr=%J-FQXbp>&i44Ko87**(E#V9C&sPG%(gQd19~F<13}Op}fg=Fp zzbCv8>;be1@NOvEm%?T16cXd01%PYWsqQq>+flthJxJh2oOQPe%Sc_}UR7*BAP)EL zTD%OS6u8Cmz|mU#99@HKY=nK4&n2@4g(GizmNc=pZYJ8K*BmQrQvr<9fx-qcWa;=(i%*8;x@ik6(J}+=#Yq4;WSMp&3=_e^1@&=PkUbRStl{j6M2(Zq)aEKq+t1d z_nkL*yDg6ZV1i4m#h11cGgNyB2z2oJuA_w}IMouKBEGTFh2(gI+ksDjAg~{7mOWv_ zeciV~8Wm*A)@MT`bv~sCqjaY?c_%2dj(=5Iy3<0;Z>qW?>NqUG0}ebUAiCJcykFKW zilUK=TD*0TW~b1C%PANnF4uehw?B^HI(hedlmf5+)R%tglr=Bj{vlHIF6(((!Ldf{ zo9_J=$j4b9FKiQ#fkJTkrB8qQ(@V+I`{=JVbO*Kvd~e>TI16GDmUQJuIkR89BJ{Q@ z&7G}*r=rx*|EGy-Kysny-Bm=Gew#7OVx%RO7N%EMOp!-xh2Vo8(Q@U=HBb4`D3G<%AbkNR$Q>^DvIadQ2o8VBiBKjbxT$H08!sP!gLQCC^%{M66#xSJThT;WX2#c4KtS&K)_OQ65m(Db67Q=meiwV{ypjsIV z;o4Mr5CEcY@wwbW=|YNlc2P7`Q;^U*>sCobTAk||^O;U-PfH2EI9>2!L20K&gUDnn z)Yn)Fqbc|O;INw|aI*^}yNA$z4m}IBnx3_hfopJ&PQ~kt+N*D9Xugu2qOHda@Oz19g|fS+7KeT-E$>$yC3&#K-~( zAfB*;d$}B&V78bq;C@yQuC>E7Ak!uonqSu$*J2F&_hxp6KMDG|>herRURAtesM(0x z9FV3oF4s9FWeK^G;LirmyDx2jtovgVVF?pLVgz>027ef}TjGvMY4c10PB_-&AltxZ zwh|VYkE*{$O}Ao0seaLxuKujcfbXvn%!uYDKpEtZzZa{rJb5FXJfz4+yy`8u_P3BR~Oubz#Y6Qm+V zYnL7%wjWIC(jLvre&UnF{!jLa4ZcC@=%q_xTim7S)fA+Hl_7Xqnqm&0(f1Vj%1;>T&#lPD2>XX?Aiv;!KfWE4I#K^pWhmSnR_Aa~g`7M7 z>UeuR*~aQHnA=!OLvg01|Jh%5nVT1LupjQ$tZbLW>Xq`h4i^?%87vn&2G22pk?s@? zBgDR2Oh0!R#!0f@{eF0XDYrx9+HY||8fZSmSnBO2RM)^+47?Wi+2EYsXOIMX046T6 z;?0c9s$t{I!?aobV0I`Na&O;}63)-b3HPN$b~CN<4obR)Dm5{ncSKhavpcHRxzBTB zb4{JTT$zt&pchRyAUeB4HRxRvF4;_m0ogGXLU_vGXL}_u!SUM8(SZe1(0a01wl@4| z7(4d-z$&dq$l~h@Z(lq$w=n}QShE7{^=IQUbf+u5^7IXL+Z;L0fWX{x%+LUUceALkCDVbWz@e(mj9K2-bh&A&yOmfOs z#j-EJQw^<|=5mNKzk>duj+^pM9Miwir<3@gTsHnIqKYZnu>#?p`>x4tnyv2BGCkM#fJ)5{r^(b3DO6qpaIJH>Ai)8Ob9Mv$&1nB&@Qu9})Ah9S0b-+i z8tdd0!_u@~L6kZzw5|yBl7m;`g2O#K5s=OOZ~ux#8G#E;rDnx0YW2{Pf*Pz71JnFx z?>8?3#S+qRZ~L&s$W64{TR0$hFo?a_xv>La!HCsd#B?*{t_aZ@Xb`uXUIfC#x*#IL zkkF4d1amcXD&+}EX{x0#akDMz%OSF>skO%RROjK z?*f%QFlXGWSmQ%%;Mx{mpIyR&&{KduNwwmpj&(Q;kJ`0LCt-B;yw0SY3FLdG zm+*C_Vo+0rm)9cfaeTw4jO=gk*#~x(?qu_n@xgw&PAgP4(~-Lt({dr2$*ffKv2xlt z5L?e5@G`)di(mTO+smiso}7PuVzs_8+8h2h2z^cE@VSH0WBcn%52Rz-V=IT$?!h>c z`C^D_4(rP9hx@X%=4%3na$YCH(vZ0v(Hyr-n6Z?6dZZ;Ja7sr@bT3DyXT8@AO6SlFWvi(?)l<9|Lo6Fj{mv)_Ul*Pqyo~){9EUn z^ZJ=;HT%r?&JOqV{^-$iQ>Bse(gS8W{_?-PK5djUlLmHXyn2Mt=@odr{|zn~uMtI) zOhw~r%jgrH#F?Ix_VgB7$mBkd4|9X@O^JkBY2D@9?VeEXS4m6d$a5)aXaHV=0(&E-j~cpXM~)RN06|6P~SFwWTp%|GTeD<1c1C#Q$uaf(y<$+H5Z*Y zua=4loi_MliA4fBQ@WX-_EC!&u!4wHW7(L>>_sB)Asn{1fT$-1d24HUJt1b4cZQ0> zO-|74jeW@4H;?(k4FcNkM0@@nTZmpW-kTBAS}NKtC?gllhH_QkK9 zdGnn4!(V&g-O(UG3YQ2TnN}uaQxkOD0lw=@{~9#46=N`n0c0UpTOS&XQ`hL{?F_lt&Oi=hNKA9{)7Iax{iKXa)CIkfVQSpJ=R5H7BL{H2rvl%?YUGH&Y&G1c8 zP*?&Q7(&e?ft5{Z;0R3X`#N6g`v%9;D2uw~F?U;rrtfD76dNtSvX=x1b7HH5FdalcQ_+6opQB!T|cMohLI`$cAskAQ;sjuFhI0ZUZ=XSXoYDcKu1O zc61iT%77{rdk467nLT8p-tNqedkx*<5IAYPy}SMB$KU*GZ!Xzu@S7_{G}!EV=>Z#R z{oTJ;Uae!>5k@;OTzieId-bmHUlxuGu%@l+W9TXdJ5}D)ru0r|(tvPXfa_IvunLB4 zE2F=}U_MmlK`i{@J@%I33SNLna4<$vq&sc0FtB!J9WW1@JyPKc zQy>lxzTT0>KF_ffsCTvGK)G-z1OZ?cxwSre?rJ}k)ASOmdNrupO=oUuYR0%jubY$` zu`;{>$eq#3xeE)A7(^n;DY0-o$z7|T0V>Kgs3i9uW+c_-j)Lu=W~R6#lN~liV?k5E zFGM7AAxB5dJV3$WggEOR`tuwXlWl~1=>OO{mbRUgY(8{sl28-8gR%K$&j|9q-RGjm z=an9}L8EyQX0L*92k4`yp&Tiuxt|ymP77Q^HGy6i)k9=ILv{;0Z)g)>(ec}ybtls3 zG!<7n6x>6=F%NFs;=(*f?j&brvQJu2PofT3blVUBBt9lwm#e`a*$EZ$Evv^N2QcwA z1VY$&ZwbCEb^|}h$mqoO$OoJ*Z&p-Yb2nl$JheqnU^)Y%>44uuw09u4?l^)61teEn z@#vK;(gg82AMHUY$&l1@Xf0kQ`gT2-yI=ls5eYn15<;r!^7Rfis zO}wh-mbn#O8$^p_)3?B>7c?H7e|dpu80s|;iYV6-;78;&385oE?4vPB8telH+d_Nh zfU(8cZs4a_MBZY=AXbOC5XU~1*lb*zY!K3SeS$5|L9yQH6w2Zma_^6rtqJ{}3ZxBn zeb3(7I+|b_UO0SlOG~g=7bt>?@{Wc)*0HYd9zsxn=#Vh7^H_|e;-J@ZD^_8Ep2#&> zwZj^$2mm>w-Q@7l7_MLgw1Gr*I~9UM!#%WI^X5;NYG}YlOGDXaw030W)g5kiR5kXW zoL^iCHh2brf;2h+ROW2xEWXa4dOlfzCdb$UF6r7w_LI_lRE*bKlRMsTbD$e09c>m$ zW6pd*Zz29`<&`x1Gz2-veQ?GLaz$7wbA|X7cau?3WI ztRxiM8~lHgBpz8BeII3Ke*GIh`krO%xzlHREvtsSvlPC!eeVUAv;xB~4L`wtM?c>r z3k&CRwcc@!V?hnA6n+w_E|WrgrxGVLVku={-3Xrwz{AkMpuK|l!=uXP z?Dg$0k6&SRm&w`JS_H8v9j@?Y$5@V22wNz2cFYEnJ=9^M(2~NjOKv7T;viRbV-O9{ z+Dj@w>Nx5dY9DBI&2}(}8&rm+Ys?%?t+B%?8;y3kNi}nFIgihDD2e`#wjUt6EyCG zzmNH1i&(RgC0)N@nWo9E0$Gm+3i@>BD;hOub%b5MV{^$svDiM7>$t}%hFd={J%g*b?G{ClvqFRoInBy2uS z>u9(>PiHB@UokIyTma?eqs6bDd+oo*vGXJIKfm@Ayho@rUgxc)QKe7bNcB;Jl`?W; zUTPQsCm$HiWsN{=WLO>pMK68Ynb9{r1PFDf1{4h)3{AhOH}on2GKo(+0#1AdoG^}_ z1p4e_=yCpHshU3_jdfZQZfaHwWjko3j?)$7op3mk8rgYM&J+in1#_a(OiBV5M6CV5 z9_SYcdQ2#qQQlCYj{pr_C5%c*UQ96>F|1N(X0|kJ;l}G!5Y@}MzV*`K4rU0ZygnDe z$ONl!#KT&KPS~%m4H(H;|RjV+x1gIR=wV#=`xfji$z#+j?kRb_|`|SfPIT_hj1A9mDeX`WbUqhfI z2bPc^_e=4F*y!gcF*vT>m1@LUjvu%Qpj=NvQ9###zt@@qXYCkbl<~#~ga}KV65Bge z6@_pEnqo)0=CPv2E)gCTYO-k+*MnU^!&{c3H%E#ejIqc`V}gm}XJ%Ng71A(jY*s}_ zl4)vqZi&%yC?U)}`jeWPcIGW=nv~lwJd7`l?{ZvSO*;w{5Z03}f9*a9UWB8sNrW0& z>d0pihg>ZbTJ;LR9EM2)4tG-EQM2+%r>%Qffd|O2+yR_^t4~6pT5@N4Ya~IyX}SaJ zVzBZ&IZP#;F))P1g(HQXl5zw|mN^xx@%Qvr;fXeA6`@LQ#1JS;fXHE7GWz3qr4cM# zC;c0xS3yQ>!@_ax{ncc4&rh)Ycko4#utH}Z94#|#Qm&mQERZ0{;1&p(>~XJOw|>~1 zF2w(%<-GsiAD+AK)V)7^>Xq+WP*9 z?-MaY<~jNrZqqY_bB_;oPq`p2K2q82jolDeYBN;k+<3jLoQUvxE4qX=hOy>h=k>te`QBc!pC^?*^+CS^AkFbR7~+ zNZNFLhO4Xm(GrN!$q1@bXxB*msTCu>vrD43jdKi>%O^?*h zV^T11b5KkZ9o48Sz96I+JQalwxTQmY)lDlU0ugT8A> ziqIY=!n7`m(+%5T2k2n0U4*NNPUmnAPFMS?;~6w_<YvI%u76WPZPt79oC_-n<@9nH>Z!Sl^WS># zI-htJ00VNg4I`kBm8HAm(gXj>M4Er?Lur+ImOy6I=$-uPve?0y8ik-d{0a@&t_m{Q zop7`$V2_6@0bQJ;UFZc7n5)Y(Tw&czk(;9{8#@LLQnrKNnj&ow1mR$&$XUU-KaiUx zAP*lSu?3qW!HAA{gJT$pah9AS_9$;-e8oU7Fds&*gigaWV0uKS zy=1~}MR7j#QfgMF{ew}&S&H$6lb`{Y=p=#o_a*F35CO($CyMLs7|N0yE;(_iw0e4G zU+ERGOdMge!CJN{9cHXC3iQDCV{f&OLTbCcc#eudNXspd1^$ibPlbI0hWh%8C;P^7 zRBvxg?3+RLBx#xJL8i1B9hEOpF*qW}Bj&v8Y!R;siDb6erXsfGKDf#KV-R~VoN~A! zJ)2=1pOi&F7^ji0kcE~wS5=F zO&{|Ivv757D~=sD`PoSK0%&+>eJcRU`lMx{+SwujPsR%5q~5~g z9Qpz*bCDo<+P$C1iz#_q^sQUo9shiqSGXr#h6|lF<$cibF7w+>=|`X9G4Q;^RSXn# zC1(1|h85~pY#!^F{Uib_8@q*19)+rNa?6(?v}LR1L?7(vb#Kz0%_#*G5Cue2Olp1f zECB)mA!OYi`7GNfxWW0d%^dTY{Na*6DtMDI;Zshw3Arg@+?eUm0V${XV!lzz27*?O zn2r#lGjI~s{QG-us7ciP$bAR{qqNEZ)q}F^|5Lv=_u=38(0|GQoc!m60w)wWp}+|R zPAKr_m;zrOzxvNF;;H}8{F|Tr%;Yl$!JYv{!AQf$YR)aF(BmVW%1*ANm^WVs@vm^N$xMlbtk*g94Q*utPo=s04#C>p?|DiS;G*Gge+xxvf^@ z67%Jn3))GIj`j+<{BR1ux*XEm)qk3ssvffmd@__#@YKAFlIH)`h~d9e#L@Y^Il-`A zj`@oYQ_lY8UGHj@B|ji(rjro-uJR_)6-rm$b>AkITNOj&Su4|2#WH47HqS^;Ce4HU zU>T`>iupl?R`ns1j-SE2W7B~q!FI6o<9O#a6=?Q-@yoYf{muVGC-GN*{DvJ1aIrr4 z;A1_@uhs)yN%|`LlyF>ZJb<^>E|XdJ_uSZ6OGBbk>=NU0OHF6tV6cXL+T9T>3KSGO zn4kekQWXI}3Gh6T74ZuGdY*!^S|HdC%y{ELTfp%uN+NkqayU_}>szZ@BX_sKwrDe8 z8Xu;Vfy%&TR!M^~uw4_W@3Qfi_Czj>Zs52o|A3o~1@J&MqiF<7=Mb_Ot*+@j+X zEQsaMyC^$B{sVxm=L=6ERl`VvskC6v7rRI|xCGq9ME+}NfV6Ss_LHpw6u3W4e1#i?zh zV*lWS4+2_Mhv!NHpn~%Qw8{4Pm9+>~;SqyvA9kwS+BRg09`Zq3_1GM824&1~Ee%hQE(pu<~ zM5`Dwyi%_?f(W3-qnLEGmLQG~etEJry0XO!aO=aP^St*0VHQR`WA+l9zE3neUU31e ztygI9XoUp~*COT>)+Vq^cm_iOq{Neq5mJJrhdS_88KIw_&IlkJ@V=V@18IZF-~O@S zXkfurq(j1+EZ36FO4*v!6EHSo12m>a=_TAU9Jt?IGZASh@kqXNL z2{9nk=CPd#q9h8&N-P7XV|our7}nWHHrU)=Wy+S?&y@en1OUMsJ8)F(OWAgZoS+`b z?yXbSx=90@I5XJccq@Vean-(LC`E^ z43owgNj;b}7+#@ZtVPNmJJ*XlJx!^lt>`w}ix*L${)pdV0`KvuT{=-K zqfw@izG&)*TEWyr|LUIDn4sI31p3%HyISt5F>znD$XR8)TH&uu+B9Wy3P(d zoB_k=D9#WE#K9J-H+XxrMRiB-IlTtlM63me(MvqT9oH3OqNfud`~=hkao;j_m<&m+ z@U)i1XJ*H>sA~+b*GQwo&skTsRStL}x{=KTNDaL*-XPC1(U1L_BtZOdzj7jRh+;=4 zKey;HQ(=#NHWm;6oQawKJXHEn0VpLrCAc&$TrJZ;SEvorQ72X{C9?SDXMcNB{r~6gxqyoJR}5$A z`hRR6-$Bu1(Ae2S3ID{zlG$5|?qqjwtI7iqn9lbuQo|6F41YN((WPj}3x>!P5Rlp( z&9uKWp=!!dqYH;Pem7M^R3FrOT6a^oa)N?%$pn3LrP_2&CntB8SXGN2o!{Dfh3Yki z{KT$?V>l+QhTot+>3)XjGn2f5TGx+euls!GiTG^{oo%=S>8996Inz#G!Qp%`dK!M&*gwtxnx$~Kd5Ct70FdRe$co)v zXkQ@v-qbxxWud%FDt^}n-)VurzRf3C?3eb++bH^5h4z|jba97cDLd|n)Dh&(~(xj@Ip}>QvnHLh(CGM z=&}YD#JAextBLYphdg&_T#yo|8oPXzYk{{h%Lq|Qz`YL@Jhef%7@c%qDswUwhutL` zJ|q-3%Vd~Aig!C8hjgGmJ8>qN4Fx@Ld;_u#_-N7Vo1;{iP)z=-=O*m576ztGEy2{&M! z3l^$x9%9SGES_<#65xuLQX%pyf9Cqa>!17Wzj12r?EG8X*CEG^#5i39qrB!Rc^amt z6V0Wi2dc#D(;EN-TplK5;H56kIql;x{MiXDK-qZ;(sG9+YMaH%bQLedBPKYNm!I1B z0I;waRkjQ}iRj7w*HaG)iinRpvOQNMQX}RW)+4QO!Z#6MIj(hN+*J!IfFbW3Y{8NI zd#*U-96VQX5r>R|F&u_41dsp=L%Y8`V5cI1C10Z4$6cKXxl}H6MM8| z@;Zo3Zb5+Tn7|y4r#hJIQ194}tjTQ%PJ*Dy1Qoj+I^6y`us2>N%(SjpihaQ8EnLf6 zG)Nm#rCaROr~;B?#U)VY+G#;0(T1WPFNk&rUE6(ha&8q-?%4VFXx#_sgO$ z0;mT@+GOftNX)_HeJ*M6M?pdZ10W>K$SFM_6t5*oL4&(yrm$y-Q7XCO?;TOu2Z`NK+tVaPAgFwpIk4+lj|jKe_ko_y6+`{`B1M{Fxv3KgtB&Soufi?JE5BFD{SH7VZs(sn=kOC=fy^wstlT z_m)2T4^w{pI@E5gu|Qn1p-RiG;^bL@9(KIlmym0NLnYe7^*9|c(Kl<;s6%T2_l-(_ z3(hlwesWvIRy7L+0>;gU!wjb{`}^pVr%{lNCQ787C&6P=Sw1F)u}!lxtBpl2n;(M) z0tOEPTgQpZh6B*Yb%HBx-9AL|dtF?G0kYeq!l%A-Vl9x?WQtN!`4kP3r zJu#E}*G!YqjaS9Q(XIyLS-; zVst1otrRsiM=%modAn9sVWgX6Lm3Rt#P47{qA(&!S{ynvShcXr^@#w>Ja!8#fOmdNyAA!BSgE>F+2CGQ8TXmisE4A!BU>*9OL(COn+la|C6&!qimi}Jr3h7FccGHahoq={NxmdifqaBi zzJwHnqAI`N|GJ;&oE~{8a9A&xqipbW_c_mV-`9QJ*X#efE_)fK{1SqDlrsbh-P=+o z0B?^c(YR+fwO!7LKs>-dCs>MvKg~lO0Qs?xed-hHem&RfZbL6H-agwMF9{WJ-(0F`2P`B2XHz3G zsN+I1qhGiN97Jo7mXfMYQ}=EVNsKX8EGJU=_3O(QZ@%Ewc- z*+~)xvklihw@dVag=)jWQ=eFJbw*_%_uM;MqRG;?y>1 z?s`D{)oB3foP);qq6pKqrQz)ZZhAE+Du;`2#Os6$yHO)4&XfWuR#YAj+~WEC;!vl$ zc3Y>C<95 zO(Yd}A7%wM9l9z-lalM(nne|}pV&)E2!)vJXMbaP682Acq5F)hS)timl9>Kb2C>IV z_2+IQ;eE_RMgMroCWG;CqtH3ORXl6OA_}P5a8~;{fCTNpeK}Sc(pEpQ&1+W?aa*|g z5yx#~_)2_e+C2}x1sU5>r!6?Uag(SaxCC_=D4|Nn{>{Wfz%$&sb15k=qklzL=&ha@(KQNf_HY;k<{Xo*ZM}RJhVdOsojMjxcV9BCA20Ewik<-Qm=RG} ztD_tFuvNH4iv&^9crI@ckAjb~n>qjnCRVD5t5D-C^Z@d@mo|5iqcW#+BAHFZH7*>q zHfKGgyu_j`AtLTIP2Pygv{*|GOi2&f!D+%ZFbA6}8v%8aE2}31P1i;v)p%GtAq>~f zriWn%@{wmPP*NpxW>W*9@tWN+Ek8k&V{DV+BnU!4(6ytt*pL4NERRXT_jizdL`otI zrd2sLu{VB#LLHvwftWr%vlx-}N^wrr;0G^qEsU}N6w;sU#mNSa2GWOU)QQYh2GtSW zDR^K@*6~|J9yHr9#Ms)))_1f|6##;5;-=#c1r~&iDpT^$$*a)srcB2r9N&B-WVPT8%UT!p28B8 zk5$hta%qg#V7YH-ss3E>>*F1QPJ^pkbbr~Rm-Ly|Hpaxirh*qe&O$9tNiDj+>=sL# zBG*|?j4Cg3bG2A0Hxzd$A;H=1(KAg|`e=N)FWhR~aPA*MnVl+J)$Lf{6<2Mm^)>Dt znO7D9i44t08#ngp0P%i&uADD4^%Y7ltdV3xEmOcNnmi`jlW_lWa4?~VZ;*mEuIz|w zPeNw_@g^gcuCgQ^A>klnaOw$pDZw%8u@BOj0-J?W9lqGh&8FHMJba4-QjYqn#Bchc z89WQ~H2wb`d1K)Nzrz2S|2L<=oC0$S%qcLZz?=ee3Vh2b@W!z({n6;i!o|g(Irs*F zzv~-u3mM6I`{ZN4DWv(gE|Nt31~I=M`4p+_n%dE9o&@1$=R;_BeWSq;GtpZ~jxCuc4{=iKI zdP8{LK7D+0CRoqs@!JH~V6!HSOvcVjA3Y#rwuR|2AnCT&QukxRZh>uwNEkukq(V`#DpQtdJw{N2`vB@ zf^|_>tncb)hDpr+30b>sqkC?{gg0e3j0lM; zmdXiAnPzI~aZmA80*)p&rsez8~1=h0TA)mI(^(z zgSLFnUsRq{6bZfaMC;^iEKT8ha2kZ4NSRcPLVu-3n(jnnWn$h98CXd2O!G%>*J6u4*j9nUEig|5yS+ge()&OM6 z`iXn(ZxUTCx=b@!)wMNn5Z4gebx*S4LPii!ctFJXa-mE5f3mGGnT#F;y=b30a)V?< z`bDrI#5Q+%G{7$i>(Q_UDVV9!+}j*fQOy^(c;|TU@uNr2Qd<%71R9SpxV@44zb@KL zA|Wj@Yxj72%xIU;HAw-)_Y2FZap9GS0l*)`DLu;#Hqm@{;YR+d6V0@k0Su7*fRyN- ztrRh@TZ`woZKXflWA_a9nQXwpc@&^Z zgfcRA*MP?)79@n-MbObDnBolwsgcbQTPzw>uR&!O9PpNOJ z0h*!u4WQ;an-1vCa3%*GL&U$e4V1vaBHCZq6o9N2i`9$|EgUd@93)$4kW6wrdr{xm zAybs|cx?@pI9*+d2p%RBvr;zv(U>Y0jS?eS9v5o5MBd)NWrLw6Zg(ejwkZZp3aVk5 zmF#pzVRWM=2%7cMFf(X!L^TmeI~I&a`BT@m1ha1zFOPueUO{6L zcSi7DAiPOLmWe}IytL@#c&F?DIz!o?d+C&Kb7h|M&Rg zGqC+?es_9gFPjz64B%wSh@^d0fIuEu>PzM6eej8^p`_9S!(;8nklYt00O?RqPk~^Z z-lE?%P=#GzY?Tuxx;Ua|gq*0Fa=0{166_&tO-lpjnAJ6cc98&ZiUg^6zc9%z94r6CexDeXBs+hr+CkwE?)b5ZhW+wt2n_dDt3fkVAis&G_2>hk`z@|j*Ou$)Yv zrr;uoL2yRgCrX1y%+zvct*qB-coHB^N9%H;Me$0fh`Jc>9)v(p5(q!(aIskOhPZ5U z6s&hEut~@t_rvUtQi=8CqmfEw>Q9SAW5>jhoK5po+JiQ5aDo0wx5`pQ{KCgHn2Ca& zbH1gX)i3QR+(ZIr)vy$-L&}rk1z4AX&$R2)@#I1LejEI}3FVgIz5#~V1GC>EzRZcY zzWblvIkIqh@!h|3eFVyW6HEn4^qIk>8X|cLG}1Ni)P#Zb)k?2YbXTwkwC91=@o*Oa zIuy-Wpa7sF^aNO=LFPL5X9^MZaTnl;a#LpBfmSPh?_^D$N6GRgg*AEbt^K=q!%kI< zd}45gTsSW@I>El!C#PJkzqZrNGrA^%~Up0&nN2R6icZ?^HaxD7Hux_|3^Ef%R8wFEfU9I!HFGw!yc<96V zRZW0lAl4+7xNbY*P`BP`r3`#8c)sFdI@7i2-e9+QP)tg|ZtB4F%X~JEZYzXLnbgZt zqQeYegh11SfJA&r-c&kP>VMhM%x<2)tox_kph#M4G#;kzq>hC9g4gKMp$!LvacCQR z=FDSM7zQ%Xpro$Tub#P_HgTsa@FfO;6on5U11O7CY`dIT2Y5sWk6vYHw4{&Vn>KyJ z_Q()5;t|4`5zzWTh&^&xC$FXm&%sLkmDz?LHK6z%}x3ic%>AnBGqd5 zN+?6fOkUSiA_48JyjmHO9)Qr2rDceXO>m%()2OwY8VJ|tjh!_CVQ266%vqF~Oe=pX zo)icAq|_X7=p}4LW8gx2V(a=|@=fX}in08?QVI@7{#IT#rkCcbW7eBaMrC{>T*X&D z^iSxpd3N#b9|y)X-eW)As}AqcS1T`#_WPMpQ9cy zH~?NccWD&H*+2TyYK$tC(KS+Qbul9nAFN(r$rMOQyHry?i_de(8&NaGX_Z zS#sky>e+=9*C1pTW|dNf129V{AB)d`F;g=d)a~1JF*eNFtPuqcB^HvkNFgfD&CM(@ zw|sgbVcJ3=!!uQh+FQoeZjUv0`TejD@(yJn67!7Y*MQ|WywN?fVJrcbe$)CbP7Nm{ zz5%yY9_#7V@kzDH_A=+|DdDGFi=TOjzgk1qVyks#a$PWj6568%8N#fT<_&KE;ox-~ zB&#A2N86A`-@k+Ze{bP~k3Vql(S?Wq^P_*vFXsP!3n}o{ldu1WA3m}$T6}lwPisY` z#Hvo{&uiB|ee&^B$%K^s&?)?k>*+YnL$-oVJ~{71%E6iO_AN6SD|n{ZX3xSn$AKSi zAMo&MTqRsw_)Vhp8{g6^|cHO&Q-Yr zx^|PYm*rjTRpJKS6$pn1?T6(bOU<3I?>?IEa1Tt_2v=$(xOQBMtco|P)#KzO!IA1m z_T8Gkc;RX@5g5(W@48Vnx!OI6A-Jf2;@im$tRRONF@vg7G`y7AEB!W+ER_UE2Bfo3 zyRgIYMlxGl#h!B+l)GaU;v<@08i;&v-AB*_{Mn|@`7D)^*aWe#sSgt*j^QETSDxa7 zw)4g4qBb6&tv(D-vWaVnid0}-z=)%WT`Hlutf9%VCEnPiQ0s;@`6xZ6MeNp|ZDV!{ zZL}7Cfj{snaXTqvCDh%`F6RkEP_cP^t~A24Y)niu9DB0Xn^`$eP<+LmKnGRu9|Mss z!zi8TQ{vJ6J;Rm|jasvI3w~iYIVm21TIhO2v9X*{V|I#Th#nE1_vfx%Sbs?p*1>4N zkFYk+SL&`xv^Xx13^udW%Xs}%&bH&@Z+LDfFEzv}He7nibyIk{Tn5=e2W;cut@q^x zbRSPN<;_pN{twO_SvXky+WzU`&MolFwnrF;Ts-{{#IIPNOwsZU0ztG*(DUkolPf%M z?*MOjaDB3W;D9NjD0CVJ9*$9f4I0JF1}$D|ExOqyPHsZtm}>0%IZmlH>&Ae1WrAUr zd)7i|?RcO=?pwo%cUedt0DH?O+;8IJET_|GDN`-As6hZX8lBU7P_NPjXlA8ad%S^2 z`c`<{Sj3Fg-eUfN0y@zUePcDe5|qM zU1|-6v=oCAR-toA%MXzjb&+X8GEQGO z)`ByZMUr`;+MQ9$|K+#PvY5YWPJ#d56!_8?UjGkn+g|4N_g@BwE?~pn$k+r=&ESnD8SDKKDU~1=1;I--gACYx zOe#~!;|;bl?cy9VO6xh$2S7BqiU=3P7s@Wa9g0U& zhIld-Z=1%WTP`Z#4(^!&)4&IYyGvNHid1}7zmJ1DCY+$~=!Q?A=greVAwS1cN3SK3 zk9gGR((;ME^D7xd=*Q6S^lKnKgE$AIz~`V7&gITn3!jHzkW@|%uP}mKyJb5oNS2S_ zQZ1M=odk|p5}5&P8L;^TqI!K78{noi6q4i0cPfdd&Ye!9DZ}i>h)9d88FlkS(XN}! z-{@667Qn6*etYWqJD3}6osaWtO7u3N0XdL*su+iD+8|JnN+?Yod>PbxL@tGt6?tO~ zaa@`hPpo=M8zYz1nU|&==8IyU_gxv$HWh)7@jVUESMH(((uzr17nBx6X0e9;I2o)y zPT(|wo7NZyZp~z zoBzJNbMM!&qkm-a?Z+<+H@6PL%;${HUt2Z;rLBcSQP#TkF1XZO zm$Eo&cG>3$6cb(c+`80)clFR6rLR(N&l_k9s)h(G4Qw-9$l%h5EV*)tTGB1L?H=yV zdM&+uSCy`}(h?O|T3jTAS29Y@i)t-? z@C_UP&^MBBpt0#`%}xjB!n1OyX9;VBD?)==7PVsg8#MF_&aK7LQ_r1IH}CDuwDTD1A2D(}GVBWDu&R zoT4;3TP}eWooXSwUR(!+kr3%R0hie>p@`hCtq;~j(3SpTxD_5AUc7l*xXOTr09VfQ z^MrTE0vLF@bBG>AhK^{gZC2TB57iQHfN-z#@1#x?d136j>VgL^?Y~BEb9Yt5K2K#e z{d`}et1YekX-#O8)@r0d7q)-pP+X*(hnzqk5lpc&aBK$bG~#uBwIav$ zQ2K8>H7Har-jisxK0+K^9zivUtao&#OA0=1jt-v@b!1R!N&wElY(S+{A*d_rkrVB~ zVW?u@DN{iCa>uesn}clNK1`kZfcPJuZE{^BX{ z*7m($XJo|b#jk&8d7V6{fXMOSiK|zZpBy}G2sb{)$;Uo(>p%Kmj((0{i24zjgpNSkH&goXI=jtx(QW=nOkTG<9ax7cwm%d(=Z&#OlTT+s#+7j~RF9z< zM`G)h!K)+UrJ`}Q46#kwGsKZnd{z?yoI5I;pesF6x>0l&aBrEY;JM->T2dsf^v^wt zm`?^LLkm?TQQ!tUVO|4$`3Omn9ZQ6p7nPNO^V4npz9cveE4PTW=P_BCSbEGhg40Hz zU8{x>V+UeRq)92K-Hqd*G1sn*6wAbPO)hqK^qOsnNVWjDDnhVgSTY@SF>5ZCb|$2O zCk;tBTP)n^`An1acL+4_MBp7JWXKqxq5FoTm_y_h4c&)-Xd|R)i4iPU3Ij+{4&P-P zX;n3a!Z?D*Pqk2ntLB=B2jJ;jhL^FpJDSN6+U8haoTJbq);|_C3#(0UPfXH~jEhiX zT0T3t+Pc@e{2C>b)+mO+=re6`ih-2obf$$?t^)g@g;il0;Ln-$jrbNh{-BGnf;=G; zem*~GER4Rj&p!ITg@wh1zqRnbryqIb1OM0iUOD>v3xDhAf3>ji=Gs3e>bJD`?uUtZ zU@`ixmz~c&Iyrbay&_I&)~2JG2V*@;Y}pYAEdo)7yWoNGgz+Q^Ye0Eq2d6k%ug)yV zzG74pA!(4d;)scTOKs2Kg8eXiHrs%p=sHLe05m{<|7%FmFtHI9p62<0Jdk>*nQWbzW7*!Z>@NbQehnoFyFu5($#C7qJSJI_qKs#q6npTeJiN<7H=$Bdf=NLu zN#k%qV-6R{NxIT#6zZ6_;Fds7-5a0kfrI!sPw`Z(~UG( zQKXEy(wugwsCs_)ba*DzknOtQYLLqf$ryg(Jku;x;BGe2oJ3f(d*vavnnLyw_7oQY z&@NBEG^SRGq;oi7>o1~`X)GVD#g27K7y-)x!!j>HLB#RiF4t|Y*H zWNE4WY978fF>-7*c+kp31$-X!9PBuy~H`?76M=)rZOEc<+Xchy3+ zf^(jxHxOA9WF~loC8P~iYD6&BKpgDw5>Jn1o#ke45WPQR3pgyabBPpnS^gJCyROx^ z_(ie%N(sKinsf4QH=S|R=`mxvs1&EzL|@8mDhc2<_cHDcu5fg9)uDA7X_Zt-`6v+w z4*vr$JaGKa$=iQzKmL^;_{}p%7FHJD{;5-3&cXM?59sRO{pp_v5h41cuBkcuiFf_i z5*@z|=>hw!Zf#&nc#6?$e;;@4u za2U7aAFmQQeYge`e08ElOV)dqW84z3LC;}&c z-G^5(9jZ|~3mjVDtFI=1qnYYQ@JfI+nK8-zrwDdy6Ha6Xnz)%7#6^7tvqzkI20z1@ zJgxiylA$(s@pLO3aBW;jR#Mam_&v{pf{Bcs#5J-c%j7<%jbj(t&AB1 zqA8uod@F*DZ3DoNWt!VjmFjmYeC04OEq83Yo zUa)(xRS3wql;Zk~xtDu?n`>54<_MW5acJY&un?~Gc)ete^&ajHauHc*^;2oxDBo4) zOua|Bl=kx~mH|%ldq`IY#^<<5-sg%rY{n7CnjPvec%3N~AT7t`Q>w>z2MB;g!+uCV zVAj%r`dGT;ALB!VOOD~ZNG38{(q7>Cy64X*3NdrMS#Ou_urjkqAti6f1UGn@@v1VKiE&B1|Ja&NTd*BxJ%;)%GWZ{FTQ-US)+A8TWFcbFYx2H#!j)ouHB%S z1%h%4RB?eXQ?i^TRYbrrFEu5QU7?HIBudCPQApVCX)@HX&G8(Fhi@Ziu{#vb%s9^W zl(;Al?f;^tKeQ?`pNfLoQY*W-0F)1Y_ox3pFGKsM!?V4qcysMF)+reh$u}7S50iYX z6*EZCH!(a62rPeWhmKi}Y4*YxsjN5_70`9kX-d_tl}{DwRxl`WQs$We))0k$f6&_i z+a^XAhaiM!LI9UA^EO@qGKf!bD9`RJ>U?UqR6{%bPiM0qb_F5oI5EI39onr z&HH3uSEwc8Di!twMu^*k>4E9fSg*T3A9Zja5fDH=M4M6A&+m=xXUwTBZw+Y~Mom(C z8n@Q)YO*qhtvXlLxNJ<3Fj`K7$UlUi{>&Lti(=Nt48keRN31>=2osF>5vQ1FOlJE{ z_Sf)t;Ru$Ph78$i#`j=;&2UeJ^JC%i06bXl62y>3X$}DWjJF7lEYno;it_KAa2xH> z6mm+ktSVvUK?Q|p6G%m?6MzFy!^#hVB%rROt0Qi&XCX>EZ4zSUp1muGrI{3^8^z5$ z@ul&-x9R-%(&Fn6U)sOb77+*T8Oo8gQ6br>6cnwH0X#VQSTdhq%!m0?m)rE%iLuj8 zW3zp4Kr8l5;Ez^(h-R#=x?c2=DP*?KZBi#V9*8sv-J2QxJUd@|jb#Sby*ze=8N${9SVj zeDf4|^W}SQ9|>;pf$Q+UC12dT#F#bx_WODIULWtxm9^;;sm+W3iO%yeR6LIhvs6TPpq@+6W!GUpzb<` z42G7kk)!##kAQOCAOSsmW|t$&nkmtr^X&VEVYVKj=M zHMy_xLBqPy9%40*jcnDG)OR+&erRh-=|uBN;}-A@$eIxemRIinu}f6MQX9Ov!{jfr zhEkWqWqq8c_+eDC`D286`D>>5YYD^=2pCwh#Ya;R7V+2zN!7392qOy7jKS}u6<_7RHt>5_)&?N?S`-@?>3GA4hJ`Y4OA0}PBoU{EN*OP%}x z1Yy#{Y-ZkV5}ML+vFbwjpzQ{eyI!{Xx?YC{(m6Ol5$)WiR6=98kDKh7{2)lwIwB z%dWDZBcV6hT4<4NNDOD3gYQ#2Qhh*|*cVLYPx~?QNZfBtP~?#k-JD37@ahA@u#u~s zU^1qscC2y^ePo35O-rzvw^Qjb-xoxZO=IzOw@QZ74VSPo&qquEJ91+Pij<^aT#rZl zFb%n8Z0~D!t)&j}=96!p`{i?s3txI@@tu@n zoX?ymNwl&_M+J`NbWOz>{178_29_=cnseDou000nJWp_S@Kl#>x>%}_4v8vOp7PYE zKJ~-L2h2beS@7I=3q1e62pXZ5T}ek}>047=>MSbCM%eTb&St%x5EJ4$= zEl4z6rP(;7^JDT&d|hhQF?>=jf%T>uV>jsB0BP!NjTrzyr2!jIMz|nwnYK7=3UN~n zH^2@+RoIt!|5lJ^>;uPari2jMT2+^zM3Mj)f2Dr$Dmix+7dNu1jau)L%fM1dhn*&+ z$xJnF6OWA{?15JMXq@lv0VahHUCqwTgv*)I3#s%yxwQlps@K&mCip?VO=w`_;!pt} zwI#IRH7QQ;1~t!BEfZ5Fd(Zc*C~1V@8#WR&bTaWu@V}7GTY2AWPHSS&#IOA1kX^%J zcynYs%=WZu=oy*80ox-i*RUnRD*gfIu2CCBnJRH0B||p~G4mz$6hv#{%G>xn$Jr%$ zEPI5n%94_|h#RzEXz)F6e(;yiA6fXx#jkz%I?w$VU*xBs8C>g&Wmf`Ifq2iucqa#e zEgij@+eJ!!hxvVtEQ4oV7uWfdhB#=WVtWe*HgV;aCxm^F{H(}60N$yIC!a)Dl^Io& z9kP4@P79gawsb_!;HCwfgxm^vAsMM#8wZmhhM?hO^qP2R!h`S+XOmbkz}FrF>3K!m zm(vApSewbOG-(rE>?Z;{9BTXF!mMieDonXbaW^VDn?YZg>a>_>n}BJ#T|B{ih>*q^sYsC^X6b z%Czn83bSbnUOCX53XYwu&Ye^oniTZcB_=pVc#0lGX}O!Gf(eY0t}aI6qZkF9JrDdw z-QjZpQ)h6PKO+edmR%eRr*9gjY(;2xhNR4#K)26rBE0o4f>*_dAd5M}F@gb94$d$R zmq(cMQ`)lBDFOhP2%T-0{{2^vEd1!=*M9O01RQgumxJq8Ko-gT)Jml7$-yTB zB|2l-<}|_&MQd~e*^x~t!^L1`!+V}Nc;d|E(@#n;WnN_kk~HB`8o*11cLk)iHuR%C zb%w#aYwqhBc+?ON>>1ha$?XGS_!s#c)J#dfLfLFZPShiNb_|3_l*)7T!9-^aE?y*X z&KIVIukbs$8Hk4$XeL<6NV}iZP*hf&!hfn6S_0m~w{{q3*%d0*P091`a_pyltEy#{ zpDzk=3Vwq+Rxd3)K%AsGoW@%T06+zY#j$zhDEokwly}_AaNw12b>> zh20yY(9O>m1~}e4ubnV$Qv;Tqc25BJpU$@~4QK^ap`(jC5!HYKw*nCmzU*L3>cOMD1-!9T zU1&2E5rk6t%ZN9hftV7;a03=Egi8ni=wbyZbwQc>{|`U-v4sae_BW2c|JITJ-u z;(WN*_x|{AA6fY9;+x+a@YL`A(i=4OV3C*M`zJ1Qgrg@>zsqaQi446roD~JMbv(6ZNrB}tM@12v*Hp#B za`ej!X{1S`h1P0bmd~=Lu1gC791RNIi3=l(Vq$VRxX%56+_JaiC)Vc%>5E}&3wZ5I zSN`y)Y-4)wh380IZrKs~lwHYh2bsK5rT>!-MAi#?6PG13=t0R@v~Xf%EKd(=s(Ts9 zT67b_Tbrb_%8{^@nruKtS9R*l51x7P3}27gu6(aGp-|hR22aGzO}9`v0P0lz{D8X= zkK)M_Zw~(CDgFJg?K5GTi;qo6V+Bo)%+9_>5PN-}Uv-8ecCP@>%iuo&%KAtJPpfV& z+$Y%|*W26d-qsr9+}wt)BSZ5WVnnp(c2<{i4;>bzk2qx_k*WJ;I|dOeYVCfdURfJO^qFfHFfRObxo@h?hp|EH_u1b~Qt!Dnk@(0+ zPD|Z28k5w`ga?AhtcdDD)g(OB_6DKUXy6EFN8n;HM(^*)%}q+Zpc})&4D&@N!ik{a z%+BfHR-TQ&RxCGUI6Sez@PIC5)u!+=kI7|aP)0)IQzHkJ$Q9&qXnQoFilNP@X-hv` z2xy12W-6uOS-U2|?4}o-#R`pLptoda3?~fR>tkEcJja*88p5VMcd2$TN$jeT3&+(? ze++-$ki3l#P5-UWur&(k~)_W<#u$^=znxPQSM(6vGzUQMqBqCMWdGv{Nij$R| z`CJ=kbHhB4-&ZT^;twGAs0hHFh%b?{xtdIb9Coh!4*ZK4<+HQwULGM^w-!yq76ArM zOlzg6$cUq8bfQbJ69@?!kbLFbpD>u_sl~6pOgM$&GQw+EV04IMEPMwayJA(8vGc0K zgdQ<$B_NjhtC^6Hj`OL9LA-R9JhbRQI27CX`5n*~I{Yli*c6Fjx+AttAn*(bxwF#% z>qt0nGxH_5mBADI<@CyvWn-w4OCO)xN0RR{|F~vW5ChbYA&@iN#xlb=j7~CALTsk@ z&QRhsN}@i6{~wKI%|`JC2#p*45;+txiZdb|qndF zWL&4t7onDPlV0(vKdy?WA|!viCTp=mx;=8-E#6knYvK-qM zMe=m~H3Ey(_p@+Z?o`8uj@z<0F8}Dn+u!}i%SRTL7r(xFod=%@UY0!%2hZa|FI`8T z?>*i{mRGu1pOt%c0bR`$liJMt+QAvUj6o85E1>?Jx220GRgo=0Vf*bgM1ir-60HOx zvE2cCSp?{Jt8sk{bG4!Tds1qtM~Ir?Gw3GEp8}L9*PK_y>gW?*CDh<1qzWG%-Gnv> zb6M*qoynjgk&@aIm-=iblxTDNgQ=rT{Z#kDo0bX9`4WGluV%*Fb7av5+-*idC1 z#wK_*x79|oDTI*|yNeW3O!jYJ@s~9^dm0FY$Y^m{RgY|T6+cm!AZNu(4AL?Z?Rjdr zs-&4U^qp|KLQwmR5%>)w5P2rkSi*yhE6SWVc5P>x4+g>sn`TI$+NCzu(dhOd&>5H4 zuSwmtkLpZX$!mMhn=s5$dXsWzZ&T@utabzK#Af`Z3*0cQ9LRy6ayM(y`GoFvB6dBE zM}6ItHTipN43SlB@?v>TX#vN{RKSCC;GOo>y^#}J9q+*fI(Nj)4cXV8OrGTLgd6## zWarY+Kwr6Ngn5D!&N)#9$S3146Ptv!p!Q1y&{T|@dd|9!WrCMmqT4dcut^$nK?buT zdf7xN&l8l0GWYu|p}8dn+XkK+yBqp5=5*r)ac z-r=g*|L?zDc<|xxSa|q5KDhE1=lRc{G^fCv0&@!d)uX^yp8AK^j?jPUtKV~KbC0yY zYBS?*Nnbe3h3MkP`d$a;2xwQD#*g9W;N+P$!z|LTsD_f-mZO{TgUL}4vH>rF8aLjD z<%4x-kKRAkr|LTuVmle2Tmy`_YS;AMQz9wTIZ60;yq?A&H1s(_$-*sBh}9=64&GRT4u3F$;*s+e2Rjyj>8y7?Yj2L2ES zRU)^$7N41(6Vl+b)SIQ_jGXZQs!13+qJy>=(N4eHO4(0Ppe<2YZ>5?!GF;?F7f4A$ zz+kG`?(Gy?8Sp~+7!D=jX87LeG8Kg)ikB2f%~c8JMsIDGM1)lb#7<3AqSEl;E&Jaj z-FPka6*}&;ASv=0MlQ-EbB*x&aDqge#MQMl zcyp^fBLvvsx<1m#8wx(rJEcptN zC9Io@5dw-O?8k2r@1YO*)4n`qhft@ zOE3}-!FT0A^btg_abPSHQyVi`60!X5e8lf)B*)C20WhXO4f=DGF9WZ+yMN%?x^XgA zmzXRx#7GZP+bCe0c3T0R%Q6ZXfYBRp7D!6r{~Tv|W4sT#PjTJE}O%)G^~W9%)s9R3BAE$h{Di21#)Q-W!Y%}WXJ$Ua;t z2a1J{5pNouy-J2gnokSLYL6i($&ZP3$eRJ~JI z$f)B20eImpWZu^4feORGS!-jfx4NdnULvjpbn9n{;~HxGySnZ)a7uEaAR{%^g$j&S zpIZVJm=>;HSs*p5*!;Q`S$5^=EkOx8`bhoLr4-coUbv@#_T2pwZ;s!%o9=**J(o4z zbabx)*Ym^i`QawzH76hYu_tumFP1+iMwfAaAEVsOxhOb7`kh9pNl~`}cWrRm7t)^{ z3<#NZ-0&=(BxK){USd|gyNp+mP9GNUK78fkBbfMgLhHeuK{-x0qh%Ec4VA}d`KfD3 z!`=)1P%Sk1locY=Mm0Y9Jfq_d2Iog(kUHnn9OMbu{ps^h=9u{eXV~{*s|mn$L_^SA z3dlNO8jXTg=;?K0`cIwFO(siobN0i(geHhgMBZ|<0yr>mzYC-}{GsTzRRG(wI0e49 zg0x`KEhOB>usiC~xdqpiNe96C0*c`Kw>MbDzVr1G8St^7_!KeuIt}6u%vS^;SIgg4 zthaMJkB=&Ig6QKLI=FoXf!0OAT1_^<+S$T~BkX$B_(8a_G6?PU)u8D3;L@lN(L~q9 z0@oW@9tAubyEN)w4I-vbB;5DR&$Jd5kE0krEAP9kRP!-6J zO_g-i0tCiYtpcn&z@7z=wQWKhg*X5bpc(xs&cZB>CjdNb8@rGS1;PaEBSl~71)yjl z+GIb|;MGD^7A<{v`Jmn;+kuuunLiK;+vI-YN!0stPcs{166sE zv>?;K(1?m;Equ?1%$#g(P%-)h1s5P=DQ&%S<;h1EhYJrrw7u~D|AYVYpMCJ}e%l&7 z^Nr0Z@UNHxZ+`Lr{E5uec$%L1h-vj0^*@9sPd-*nchgTAZ1i=o{Ogqx#lG$U_FV~T zlt!sCRbNWkV)NbLQC&Ru^3cw8RIA<@B3dJHFdkw+5${~4GgehFMkxB@jIi*j1P7_{ zt%sP>j>P0w02^aPwGlc>8R2uYsc6MgAe;Pg2YcBT1hkD!6}8{hJOzJ_fo)Npy5~f7 z(q`v{7!?NZr=qZs$uSip?(C}~8c+~y3(2=dq6pXnDEbXdOuN@@s|k1rk3?mqkxHa* zXJwXgXOG%3O=zOp&>px1x2RP{O}mX+>XfP);Tl9u>rn5t6+;pzUyLs^?WjItz1>m9 z?$r9=*=?onp@PgxY8F{WvJrc95t)M03K#GZ?$U6Hk|^32<@rH@dRQE3Yyv3P`&T}x zzV8ceXgQPEz>F<@V09FBmD-`r5^R`jd?Lf>u?A6vY)xyOxIP(&S_5xuZSsVaLSxe$ z+c$Z1Os@(4N>oq|9i86U*4OPk2$!FIjmh=k(xcO&vdazOPpQw5%Ebu0sm&761n~si zmF1_ws|7y+Xri=RY}W<=Z^W|TMeWO%7`~tb#OuIblzUiB0=kp&>Fq>#V9vmeo9xL0 z@_5()ht95$Rtnn8aJ{M)0uztN>dOvw^K1u{I#hD=58nG%EO+Lw|7%TwpZ)OfebzF} zfA@>m;ne5xK+oGIhHF9;0+*LrI41}3>YiMtEB-#RtmX@se^Vb?;!}98*t4lj;zIQ` z&I)%C&`}G#p{g^u$w4V2tSRW@&xjuqo)ikuPE5~jA7#>6bA$eL2uI{ExltaU za=}eDw6nRnjzm8$G^o4-8>A(2K?eln&$9^N%cN4b5*{i67@r-`*EUo}I$2S}kcNE< zJeRk~&8o{+8mgB~q227g6Ru}*s0)>#N0eAx^M3Jxk4!9}#_7ZU)lDfW+nQPkwbl81Um$=!- zGaQhJVrz3js-JD{pxG>-!cKGCfbcfhzv`Xa(LhwY9r-Akg6N1UtjamuJM+x-4HxS!=cWGU`Hn5 zopF9`)TQBPO2jyhH5m9-Iq#Hjb0wTYs8tE9-ZIZsOnJ>BMQNlYR;)sHH{xsjN(-r{ zYKta62?$gj+tT>vl6?_efsbu9#JmnNVI6bRT8y24X^dj?-cI-21W~K_$&11UvM!jo zcNXA2V;la6ySW zt-@(9Ne27jb9i^5xfD4A-QKgvC(fK%d6G~r5Echxw30&<7T2f&YG4X}fcG*@D~li; z$`PyI#(+o_KDm#VM`@2d6Hf*kdwa~Fzrb{w^bBa8Qb67wHE-yD42hDyYlqcBcB_B+WRJvStbh1@7_ zz^`+E2-7twVPO(f;_;TYJqOdq*}z$;D!Gwk18azCS=_i8JcCSzv}jWSQ~qW}n#8Su zrt!P(X_7%{khN>AH`gl|Xu7)LNbs8bf?$6x#^%(EOlz>BtN|A#u&exx&P04EGeTPP zJy}eOE9s-)$K4S;a$mDQ-CCEP=PF?IDfjjj1K2RoK_{rJ87P^m+ZBPb-h;1GxsdK2S42OiU_Su;ntafI{TyT{7QrCeV z1|{>xjk3)|(-J{-!FthHGeOR{^nJ$gvOel=yEyi3@$;M5kgrm`sNyW!ql^vf+EJLI z=vYsF$8x;v(B|+_W=f2AT{^Z9 zd$WH;&=tHZqBH^@(jXIo)tSlwYS@;=Xn^LUx;#pi%QgM3R)?D)A_2C#1 zi?9K-S*i;&!HmLf4~So}HYm&PJZYCgc*9iaYbkfEfL1>)uG8#gY7m--t53Z71Ft{o z?2UImd`dZ%)TKLCB~4)CuCdISsw=mvUWIBfm$0lk!lDVD4NRYWIZ4Nkt+Jc=mPMdFT~! zbj$s6y63ekd1-uOm-D`O5jjDR42Xa!lXIM^}ts$Y+clMzA*)_M=Vv zd5)rQVXd9b*LYb{jQKV;D%N216+c581=@6hT>MZsoSA#iyXZhbQ>@xct*K1fez~@; zLBHKGx63)uqY1T)Q`P6l8Y$tG6!CYSX12$gI|rD6>vS{i9c~xaWVZ-yj3X;~EA|R4 zGQWUh;Th8^nPLWSHW*d@r%!;jb$NV^YqJ~FZLtVRaIT@=ueWe_w1blv9#1NoM`5^@ zh?{6$kOQQ*isWicCkqycTKDz#_+Q(Z_D~aePPHLu>(3p%pz9kH}*%dG{Qsh9J0&{;Qj^ zd}D(q2ZdT^b#CuEgH5phmpgZoL#B?Y1P>aS;w7DKm5Ew5m));Hf9AR%^}AOQnW$-F z09;^l4q&++a;P5c20PHyAQzD?&1f8SdOeQ3Q9t!(b*3Yzgr8-tbBf9nm ze3%(_b+7m&k1*=)O1z3%Hkhh5tZ8O=lYmr_*_@<)Iia2^ka%B(JmCxMZ*5Zuvm`L4 z-P5woi#zegzy10n_S5*;AAWhCj>QJ7_W|}WJOqHy?E$kbN0XC-ayPExp^$?f>9t`& z(Mg@gECx|tz?60x5V~sc)W=hZutZK^CSp})d>TzqhgNarREa4U37hP18{yKPkZrku z8BJ3%rn!^3>g+7nSTn9`+h6M2gEW5;DTLRb`>Q6INf%?1LCqe8Fad65E2z?>bkwQf zw=o1R2rSyG074ryCWy=4F-&4O>880&EdzYuAswLBfUFlffNjwC#f1j*#E~%F z!J^6$yU(^EDBJGN>~oP@9^RxUv<@n2&<@u@nAsmg#6}F(81qtx-k4gycAaSwYZejG zA}B9u_4|4{T40z!gtmZ$-El%_gvLlm*i>$6_6`@)F+*Hu3ml56kcmm=Yh4W~YQ&|y zJ#`1UNY}gM0EFPfn)p~V#RDA&RXT^X&TC7kX%tZN%AOpe z3|tfmp|j2fj{pC_qgxC7zxjW23d|`mr@)*7a|+BUFsHzr0&@z?DKMwNoC1F_6!^+_ zeCZE~S$}Tv?aR+?lC$d@Bc%7IvxY8=Z!cxm>1gfbeaX7n!3ucj*5*J-!I^&v+QB#mkjLF76 z3DX)oB1B52z$5}wQNR)!Ha0@nS7>z|7+M;DXyTn=RkIi~Fs5)u*A`ECebX#f-?E{; z5Jwefdgk{P6Z!Pu>@DKZYxxeN@op}4Z%Q&%r@y);B*2W~ z3!-SN)F+r7=~^`q^)YF=WZq~S}pY|Csk;*OFSS-*xs{mm@Dcl&prnDmJROJ>RK2wgJ&qzR zkkg(%QE3o+WC$wl-D;`PmUar7RxzTQ$)u3vn|&+rf`au=(~OzmV}oDx)k?DMl}Otr z{)^^w52kX1%|VkN3+<299?&CdVY~SNthhZ_}MCP4JtJ;@P zZPf;3LIqMH=o)sMko(3^d_bWydCoo=LsI+Hh32)SgN#;7NH&>778ndNQ5+qI%F~#S zdn3vU9V=$%43%&!f-H$|tWA*+<#CN(ExoYIVICixW_t0>3agXnvJ9BK51SDuS*ib& zZPo}9HoH+tTZX!!Uxnwa?BAGlnAv(+ms@YvQQjc8<`}4&AMenU*~A9i%6MdR!Ol)@ z+^Cno_-TAE+v18Y?TJ+&HAMA4dEV^WTRrNlSwY4SQ-S;B4?iVm9}vgXtriDG?4e)3Gr;<<}x8^6BUFv%&-f0 z<-86AaR;S0xdXpVAqkn|;YP?2!&QJgaQ!cWB%y4{)O%ZO^>byQ9o@8saWxn*VHb)FBDgHPe>ZQy$pjloE#?FPe%ka-QN^?By) zT>{(Qkn*}0EFwQ!n~l;1A@2-X`9Q(@_~5MdV|X3AaMW5uaNuJ({DT(@JR0WcE%@v3 ztt4oVAFjYZ4ZLM{@I35a$=uJg2#4`q8B?UqbB3AM70n=n)P7)exR?}nck|Lqu=Ung zzO^>|SpzbFd9C#4pg{f>U@t^wfe6hOXPaQR3x((HY;$3_S(Z&-t<-NB5p7P(@j*|m z!?#f50-0Q}kIWd{Vf+C+Q*$JP7OCl$0D6UF*zE)A(X}D~Dd}ipyE%znR@{9H{g{AP z@2v{A#u$$DAt~;z8izK2HjnP50*pV&cq4)O@HM(uP`XT3?MGA!$R@BGbcZ{7wBKJ0 z3Bhd+)os86G}sLIvdKKrP(nV01hC$q5OxO__J^oF`eqd8ohHXE(u~nYyHuz+4Rdf# z9Cf_(!fr$Wh?;^Hm@I+#+}9xwvy0)?Rmj>}BJ>NcsTuV2U>)$mosEO(B3gbtHGgzA z%*}w4x*LRucbarXBf@*4M;ZLXAzh-E1}e7I@Ox}X802Znp9&eOQHb!fjsv;Eovv9V zoZWO|4ftXYU=LN>jDu~J7qd6P(t>*HY?KGQ4F<4a?tZ_#OJzpyMF5g9LH3zI27*m# z%PZPRX>zp!N#F&^|37qOyzn=^@BRN9|1p3(DwLtDslh7%z*=UqO-U&+6cBe9PSm8@wwV&3r=G$_$BH9W5#(Y9 zJT#NPw(?v?(CegWSNg;Tc*PfKJ@VpCW5Hnv5X_H?uVHKkAnbDo_%;N%9i;}vGN{?dZqe1YpzQji?SxLqQ1AgCX z4D8y>=7#>%m3u_ya@uypZ5pxB^i}9}>4XMRkKfD1!*}206wx($86o!(r zs}ilaYtn)7nR*$Q=uuN|PRU4jk*&C^?j3%%LOWznVfsxYBJ7>rAuZU9q@Q(PH$w+m+&3|a*{PmGI*qeSW{%iF4rOGxi>TxDwCMf4lbe4$m4L6m;e z_37cZp&7oyy`=f1p=Zw|#i&$~!^}LZZRQ+dF=&8v!k25&0k*6oO9e0yZ8x59PJ>)0 zTo}infzQgMDh@L!YP`}Y2G^c%*WDcIobkF-jMk()YYlfR5%r3exU4EbkvD7gd!twI zt9dEky0J;!%5(>W7#WDptKva=^p?(qFS-KlS}Rpg5!=$VTA^8_1wXX-)buPIEzPTa zmWA*Ti~`({i-2hTqiWu#+_%4XGrbDEZ{}Ldf%H|*>RshZBd*I6Zw$+vTl54C>x~`r zFD4CAh2r;N_B5o2Vg0kb;DatZ?T{~5J&40v{7XaVkM{`oXNi9Fc9*(O9ey=BvnM@eN8TW&SO z0wvNR$Y@SCy7I7O%e!nMdFTo;N_l$%jVXKT`Eqlz`_ZW?2hqRQE&^L+fB7&Mi_nu< zoQdTkP@4ltc>!}(iOB;^fCz*VQw8&)5oqUna!)zf;s}naW{!IiQvyJwz1DJK(7rJn zt%MTQupk#yc9XAM(MZV*K_x8$tmR_aAj6-)uMogy7D+22H@5=ogE z_I?rhyzW3!#4-`XE-I(om=3tOGQL4|=fzAFmPHOXIWx=B^-u`|MeMe6L-G;abBaJP z<6_77T);B)(clOHSuioxSa@~iIEDg1x>&nvonC&jQ5NC_3g<`IY;ugC4gvwL*>hIA z{P4wnew^&k^4G}MIt8E+0x8nw&mpcKV8#sjP zAf^4S&|WOCQX1KS#bQ>VGHwjT&6BMQ-rdh)*kE5$n;1~KE@0m59eBsgYVb}o2W|+i zo#m9>%`>N-eCvDP`Q9T7R~O&izf1}S5jGwyRj*Wy=oVF~0-BS9$^>04(*Z&|R=VQ4 zND6xUtZp9=MP9`)Nc69?r`5Y$EpJU9rdol}w1~iWN2yiK&7&EOL0m$n zylse@KuYZ*+UxS&!P>VHhG%sWa)&;;GE}q6T6Q=#D|ay#XWgDm89`A|fs0B-)ofdf z%`a4omBH}pX8{;Kyq&VO+E#96-%$*Wp)Jp!4UzJlrt|tOvRZ@vvrlfHtdK6}(^M9A zAZoK}ovPa@RgW;&WVromlB@_g!l|5YQFiu`T(zXI;NIJ@VwDjPMivSJtR1Dj3HQcU z#S^MUxmRTV^u};~e+SQ`xk}SdMa7tS^#j^;*&$16WonU-Ju&zmEoqQPmr<=T(Ugp{ z@nn0nF5R(hj61_{r@B{Ps_d#$3{WFAIc><-Q&GWkLsd*vwln5hyNTx;R2 zAH9S(aPYgo^oG~^`#W@4bv%$<)gP%$1Xh80NfBwFb<;F($zXWzIlOB6 zgIxqhN!6xb-yYs2=#A#v|8#!7ut{AeuMOWQK7GAJALCp)JsaeZhwz^Pr{JlLm~`*r$n?b+~ZS-KEtF;tH>`TPwNrRX zL-x^L-Fr+Dx--ObX(``nJEI+VFAC~eI$Lo&%0eM2=Jl3{q=YDuA7Vj9{Dzzy!gduq z4p-q!WH#h%d3BmGAlVgXNjM;QajjjMi$o0i&sX`4YjjSy0S!3V;pcu05iuFwoL0-T zdxSe*nw)s+@4Q1R@~0NRzIdHPa#pi4+$4=Y-lALG(a)IHT-n$syF*j8Hnn`J<;_Tv zu-T^#k3vPy5$<2xq_Z@v1=$QYaE&mY*i5P}(=QV#+j=ytj+bfzfB>T=4_9oEV1cf@ zlKfUBQc6E`e~L}euN8&eIsx^EEmT+07@&t#@4gAuD5NeL%ZrFVP2!k{DlR`;eXdzh z#C=FjR0T5IA;5;7JPamA+Z8yLuTWyk0mGlYLMVs0Bj0Sl9-HZ5U%I^U4TlMs1!m6( zqZphnp*5xANcoHBSiCbs9b{wIQiFbDHYvls=E4Zo#UdgNN?6IuqN=nZkM6NaaeM}C zf=HKakZ_fi{iWw*Dmc-3sba0LtftBJru1!2S`Jus(+6v#MKSLClcK1JON}ug-Q^w`gL$84@{g6fsVmf;UxDatc>2aBS_TV z4QVPogoPuzN)s)iI+Qu#Knu4GB^@uOh~m?>nkkyrG52RtPIWJ8i9UJER`lUmPkex2 z=x86)o47gwruuV169dpl%8t7l@dG&J6reNyAl7O+2ZL)+0E2`ja$g#Cc(qC+e3}8(RSjN)~-w-ud_gIk$SZZ zu2q2IpqAXK!xltD6&?645rW#y8efz|qseFAc<7zsk%h~PKl39XHYmZy(Rii;8`qWL zr?E4B_osheVAILLp_vEOIEfna?MBxNm<&6cchj!<8ZHMtm-h%mW~Eb+B#CqhyS`wo zjxYmk$1f?^had4tPjMN9d}Lq7pcOp{gBnL{=3F?=xMv_sf(xqAqY^1MCyNMGxqE7B zD8q{hHKM)*w$$@!lm_x~8=BiktPC9kPB~djLZ2!p?e8K`&~eI4;&xbsSXF1CBxh>N z5U&v32MPQsvmCXT1;k7*U%oDfp9|U8dV^N*E0hq(v4#%IJ$D5#IS;ng1W_=q1^IZk zA=+ftuI=3{ecxNsx-%eYawh6C?u-=#ZISks9`a-qRoXf!+PuEi`2-WtH@Ii~IIbgc zT-9qCKSBHFld>Zj3acy>V(}kfUK0Qi8b*W*o835V(r7+HYt(PZ8@o0k6iAkK0g zK30{`Hah&;$liB*Yh;E2c57hzh3z(xD`r>{X&9_nyM~$2{#dfuW=0j(>>ssF_=0b< zLoAqALGi|^r*{&wieoflTE(E(cDRVIzdhdA9h}1z!H~hKSSj_d1it2D7C!E)13;_7-&Fw^$dpA8q~MVs#2;jPGN_kSK#uKw=I3 zuK)wjM2%0AFCTbc^gyKl{o}G( zLGO>7*R8f>U6;}>s^&I48uA3q6=pGYHqHLWa@Gtb=try@t6XAAyDn~dYs}~_!(3hb zX=b}P;$n}>iZ6&f87gLuRMH5$vO`+5Q6WjKn_4qB7aCUxR0RI<>6ui-t61M1(5s#$ zvT_M=i!7l*7yg-GGo-D^^@va?P7;Wr-*lE~-=S zFhBx6s=lHRHgg&C!Blyic#=F24K2SAcO)R>7K1Nj9EzuJ-bbB6aXm zIo{Xw-=w+cg*efNA^(W8Jl^Y)IT!Jf2UoYo{0}4GiJ3R#fEUcD#FYaY367WI&JmS0 zF6uYh0%q%8`b!dLdZ}ye>`kY)G}8}Q@g~x?{*i16$82ZBiWSK`g{VSd5LM^%#`*fn zbT@(kG!`^GsAWLqxOMJNAQ|*HHnSl{ijsZB8AVzt|J#swsCB2sTD#D`?_RU?dcuqe zvYbfY5h{Ratf(+yY|~{oXhYmgIKDdmp#Zu?vj`6CHqi9MZ!KHvs5O($4NN_$g?$XZXq#A!fz2v?a>}FEP(7g(XE0s6$-o8*6by&IXkY)!TnUfHZJ3H zR9KjYRwEbEp;GWbR5+^Q7bGVEtO8}E<9udjgcUvWa8tNees|B_eeNbf9BhC)5gk7g*ZafSNQjWUTuChfgj%eDVWlADQF-{|u(<{3CM;%qcLZKvCe0AGr6mTSpeY zxcD=}=WKzEfN#dy;3D=%@1vEmb*lO=BdlN8Wh~UmkC+nwgWtMfgc`+!SrRv-@a>q7 zUC;M8ad>{SPdq-jxJCXX0{$`v9yQUJ&tzHA47>IGXZT~8kqitlmOi-KCkgaN_#kRW zC9+N%>TcZx;jQ1U?V$fJY89YC@D`V_26yw2GL!>c$FvbY6>E1OsuO##yF|^pJoWm0f=|HZ{IZvfe&_N>-tQ=L8VSrKl0VY)N66L zX_#age%1PFeO_+&o9BA9$Fjv ziIa~f&HtJE9SJ>kv9e~%SMdpOwG#4?NoR`d!(+|Zn=PQd?{!@b1QaphT_>dx8;`Yp zA4_>BW_LOS6!3>U*JzW-MB4~1E$iac#1gS#pJzH3`}BH3S2Ih4dN>P*Oh2zer9zXm z3nlC2?L9^P=0u3jmqHD>+;$Cb75w|c>+O{GJ-NyS_WPD@5U zsrNdKCiUikJl&(Ygz&uZZ1kDFsyFa=0l`{tIV%(i9mnbT|*XcVFnfnK6aZ_`)&&! zq&p1@wDh=>)d{t@UR=xraWRMZlT!nNj)S1YWp)I4Q|uStY6rS3(KzfgyZaN zFvH*+KM(2l=$g3L1jS3;Zy`%c(OUq3ZOg_Ci1UPC9l~y0By_z zgjS?>BKt&Ua@cON0STV^VOx5@B0R=X&KWC407y)lBL)!i=LwyTo#a>hKt=8EE#U^= zGy@OIMVN8M*@hS#&RPgYqM$Rhp6x``y|T1(-9ch0iJ3L5<)sl}Uflf(k?gRquD+>V z$_5tlQ8>WeDh+@^&Yn!^h(xttJ`BPE*eQ7SDGss1|i~$ zLZ~~C*nGw8+yu0Ma=qymVFuuaGuCp7d6k=E)sWLpxy8Jx#WDTM%=LRb`TqxhW#NM# zdhk~kziV#Q&nfVim;!IDzW(+P99j6m#jk(YY2|U#DOYSib8_%7BPD9 z#)U>p6CxBxM8WRb8j`VraJx!TbvaTa;F%U+#Ka@^)`EMgxb4wvDu~t5tt6xrv_iE~ z4W?k>)`{*)E+xTl)hKQVvWP;4JgJnejjtlHB7PC@RQgm+2p6;#cESwh`aV)P5+1cW z-my(xmw-`7v5i7}xz`31+8YmhKZZ=$D80=ThxRQ&eWjil^<(5V|F(zh{;atSOjfmw zZpjoqE#NgQyt{U0awSVd^&qpeEMA8<%W!djA|+}1G7vT;dG$3ong zYHm1GRn$|&K@6XT1QUjW!CRww713J@d38hcHHw8vNE5HEDjT6+utG4v^-)hQnHzM% z{%y2Wy}>B$xsemE*OM3C!5|7SwCJ7~JSa5FMz`WMs=Ma{Jl=1k%+4K8VF~jZ*6Dwxd(}FE#@V>%(I3 zcteKoC+wuql$>Pc6yUEKa-5)kRT{F24hhH00tRGNywoZjtRorJU<7~U`e96YtvI@C zC^&4Vnmq)Po;&Vw2`dF~$h{VxTqO!_s7sSTcnW1P9MyQw_|$C8!b@+X53iGH^wgwi zDzV?NM=u3WynXQc+n0_kEG_>0>6eH2SOh~zCAsOxJ22=MHmGawe~sl!(;bX?9N}C0 zq%aM$W6!$5CZvK=m4h+msIeuYP!wgQ*V9&6GaZ}T1Sv^^28dva_mbehefCa0+b+!m zTXIt`Q^Eip)n!V#5v9ID8Oy*5)=lbZ>&+?=f=;ldJqIueoSFF4jixC25+7}vJA1j)-8L-2BIp%sK! zqi)b!MYdchLXeENY4q4H+)l@EfBX0pQ#^?}fL*3$?IyS4@8h7raSYHiW(5y8 zU5gLL2enKUwSYjp;6>xH&`y^hUgWaN9n+U0)VlfHJ9Mqs+g(yJRX4cY_BNsmnURdP z-*yvea-fI6z2eX%pef9D%>+KDxW<4`GvZiy8MA)fqKbASBS&p&n3WmungA##_HdoD z76MqV7=Ckh73XCI1#2l|9d7c%R;{u%jhp4WShP);tVul74xoI$?3tz0DkN_a zdNP?3q+wcoh2LQfU3qG~@?)RM9-$ewk@PvcGneqB$@bPYz z-j%*DeJrC$zuX0|6jVS!jp0oo&muiuhD8Zi0E^$+7bTz5ZfcKfQR!E0mfW5Uwp@aW zOB?vP$2oy`G};fHDyaDMgcDr@Kj0MUTQjb0TwUd2X{WNUkT2+QygTYbiA=a@8&2>m z>M6Tg!MgV)T$=WUVyhI?2w$-mqoM*gOG!ci)(BZwjd*Ridy5LywedPT>;e&;WrA4( zn}*31{^@|r^70Go(^yq|ZfAlqWE(-#sv#S6qUFNOTcA}9|4bYH(QCHZ zuL!U*Cm<@K6`IPps}S6+HGcLV}j*W2fVVdB(*@o6*Q)Rg=fS7e~H+HNY0?-8(x%}>Z&f1{Vj7v?C{0(|9f!p zLko)^`oP`AGe>^>FR}MGU)r1ka|+BUFsHzr0{=28@YaocfBcl*|JT2(Ywum{?FSz_ zIjANEFK#*#Db_pslxfB))?f_MGA~Wqu|U)3;i*qdTbR+qo_xsFt*voGtODBvilC2f z)X7kX$nDh)6Sp@USAa!E0dc;D%{mzx!|bg^ibk>Strfu2(spVPSS%u~ta6r37F1(E zd|@0A!WLb=PBYlIU>6X0v2^vS`6YXa<(2qa?ZJGIL=+GW44F9jeii%4lv+}etQaFD zhDz^_8Pow6jp;~yLc0%Rgx-N#`o zVMl81#W081;0j_j0$G{h_TW7}6MA4{mN5;vceKE5I54;<7Illj00A3n#hpxzReqa} zN&tDkFd{Em8+x8IGYnEJMu=gDHsE-NvdpziZ8UEkzCp=*FX-OKrXr3qzNJxh#yK109^XIm%3s39H9mtJY( zEqsYL91w`BXz`4qS(2Ju59?0?!S}Sfasi%dn7^n&@{isR1}yMlPQ3lVy+8ick%b># z{Q7gB{DkcRHf|p*t!%#5roo+je2c!PpZopmyblUhc}d*WMv4^zS$jzbu6%KSNWUR5 zQ+5@}%K!pxf@i{;`1dE|)q+B!!3&x$AmiD-71TJx@R_j*n!YJ#zbfWUCIH$xE zaXoG!I%Jr^i%gEA0)X7WWy1}>^^X#_(Rt!*1D%MshTC`S0^eYwirw5m+2<6i6pG*R za%awWFtxQ&H7dM|jQiv#@O0_Z=T&DBlWvn-$a+S6H5te#M<>$!6BT8A2d2JSAAN~H z3sF1j9`NsM>43*gS;Bb#F4t2Q@Wk@`L=AWmt{N=HB6u0jeizbkib?iqNfUo9unKX0 ze07d>mW1awheW)%?v&PZ1!_)EbAtUF@!!_Zs^Y3aoGr1?zFEdh;{`!S&E2}F#iG*ZB#x{s08x?_d`-NKe9;C$JEU>%VgD)uVj15A81OdtqE#O>586^!; z-&moJf9nM)(WEq@=(gM7xm^2YZXp}6(9XQq>Ts}3SjCQ19WHmgAq)M?jbJ5o#ANZC`>Nx-|Ay&;SUyrj)i zIK~5ZBWPiE(yl`B4?Kswqb|=nG)~U`BnZ&= z-b0xLMfg~v-Ka39Sa6>?w!- z%fIm1BMVP2{=((!7&qi5HO$VD&%=V8oP4Yb2d+@#G9H{6VrFT^0&Gf73p0-N2NoAL zlo_uW`F%sLGNFi?Ot$D<9?jP=wX^|>TLO?*1DU&llV{Gz2&k9DOIQo0yP@zJerO+x`vh7+NtV`xP;j3 z);<)XspadkI5twX294$vLgSLuCW%aBz#X|dEM(jr4f)^Mq_ao3-NK@6Gr+sAgV3nopc zk}z2Elxd`8ru$z43i}|W+yYL)ED3#0)e*>A#V3%(xJ< zpwfKn^aKpd00$;RG>tgf6|n;@;Sl!y2MkTIZ234{RG=Zw+w()hjj#*vhnFeFaj*S2 z0JlB^4Ubb42BIiOu5*>-Wx+%Zs2dWTw~XT!@c>t{B=1pSsJeco_H+?i02lS|hFNkJ zu1?bA8wOZ;KT@HSKe}oJ;7aI#OtOd|(1T69-8ippWJ2BETq+_jM2c_(y8;K;wB>h+ z-x6W;I!Y5z6}LAGaRQ6vsk6eNW!Y1D;E~|@btNM`Zn7YFfZQ2D@%m5w!ZSw}{;kC~ zKX;u|<023@#N*vvJNZ}@CO*q9FAVR1z-SVbY9OwO%Mr$-YfDgwq&^8{;sd$1b@J&# ztUoHFq>pLWiP#XR$HjC8)*w=ZXk5LVQ}Qoy&*d4@ueqHYT3$!#M9(xU=A^F+#Vz1gcI7Zj#+hl%RM zEWfLeSXLM5npLM;H(Q{!Eb#z&uk;dYmSud#6c@@#1FUgwhIF=a#|koTI9`2&Tln^! z&DWrVfe+S$8snK6Us0ROyQwlX3PikusDSX6f^_&%AI(!+K=N=`_bXSP6#xIg(LY$= z|IPoKQ(#VkIR)kvm{VX*fjI@{6qr-s+mixcJ@Tdho#@g3$KLzJ=zU)IoukO+*s|TA zY1+idMtVtaR#rleZMlwP3641YBa$X5%AAoDIa{=dGFMHIv=>_>SGy>Jy;FMJi`&}AM z{KJ=NgMpz})?7t&M--I<%Wj4TI9-(M4SWLHfmkr+2*k^Pn!fcKwhJb}?kFV^M7{)` z{uEioSUMU)n0X+T8&p?s5|t7dB^csF0p~i6C&NQimCORo7yrcAAm$3T+=8rJjmJ6imk(`<}QP$#ZTDW^YqlAwFPS7_) zDK%R>>{;?6UuJbLGoPJ_Fc)WbXay0cYxYVRHkwEHAewi_wHS=nS5>)VW${WA4EA(+ zGl^TXtZfQb-H?!9RnI7@-T?j2Aqg9k%9 zxvc2we&Av?`%-nkGHYtGERBSw7}dnYZ8{R)8QGWQvS|W_fmUcp8P=UAa)(o3n?pNx zx){UEvf^LbO8_Eb6p|IFFR|KOA97?XE9&pr^VxD(qp%#zZq7&hC{yfEt;4(J*=%2O zQ_L^KOR%3B2(>buV9+4GJW>E|1?L6!>;?UD?|a`rTlnt( z;eG$?Loa^d8{e4%|7cZ56gZ;5cOC`ay86biKVeJCU%a$BAt{#&>FNfKcU1sI=6UOk zSHIf3ryu*c;O!?~GK0@w;=V`1Du?}7dct4e7T+Gd1fCG(K+qUhM{gdKngGvE)AH>s z0TzN3!nLUVPEvdDc{t?7?-F~vi+lYQefD+n@QGv{8yB+9fpHuBwe8DSxh#a2D%n?T z<0jTGJ;}!Fs*POJrRd@9Hp6{~yOctMbsq#Jr*<0GF-oBca24n3USM8cv-(xni@4Md zHVj+ki)nhgGFFY140iyKIvM6xxy~TKsRC_byz^0tpmMZ0BXo(I;My)Vv;uF1Tjobx z=iIm~mFPjd;Jt_wuzCF3QKY0;=4KmH_oZD}++S#-_AxH9s2A^`PY`jKu2TeSF5T0M zdlpI{W@~DDRp;Z7`OWJy{4k7h_f_LJM!OQ#)wP zc<@;aVM0p;WwJ94OCEQ!4NJ3a-{GBV?&~*NGN5{bFSfApKCP*SJ-m}D$2}0`Q|$iU zsT+4s`KJmC3QqPW%7M3h>U^+SlHn#TNGW5E5-ol0odrcLjNUr>RdcPHA+a-qP0ztk zFQZK`&J9uwec^z<@;e}w$-zc#hbZDMErz(Yed-1bM#{8Jk5LU}SORhzH21neQ#cw- z!At}`iC?4X&|p%AiM=C1&65=UzCXUf5-RZ+s)E>EK8QKOMHuSXHA9V>GxQ2 z9Xiv(H%=Yc#m$sn!nkyf%83h8^xz+)rZN9BC=^1a4dA zH;Jq!%w8b$PJj$-yC=%+)T%*`=X8j_4s(X)d`?l4XKoT$x`pz2oshTY81V5^l%}Wl z*W7Sy+UO^?rUb-UX68nN*H%po416cW5dO%tVPCw7&y16Oa% z8xsusCWCU+M&pQz$SS^tKwAUS0C!z#lm<+nn%-8vDLc_^uKB?ung}V?Z&bhPS+7AK zD2r;Vu3sXO&nL0N(g6H@ZVik;3^6s(Fy~GpnVHl4*3AinZgx1V!_mMs>rf}=C5tY) zv+P&6Q}NQM{$7l{XgcZk!(7`vaOK|5Q$^R|*w946GmAX^K28V#z?ytJ+V< zVhxInloq;5T9W(0JHRS?7QO4n@&PH?v6ia{2w49v@35D4!}ZzMjRCsOS+k(X{O}ri z+t^Ro7fDo-ry*~@=;SPD$W^*VD$RiLwk@5YkSQCg6-yCRtV<$e z98yn>#_H1p$~;z9AF&0hCv$ z$h}vH_cAHyOgQoa60rLswO^fV6DOxX1!sWFCTp~a`bZ8=KnKi)wl8;yD^I4c6_EzG z48y>uT&tc{uc7)>?fbb65>zmFDT=^|?%n+>yuZ>zYi8+V197wm8PTJg&Y1HIpge&b z^Z_K1>%NA{^>ts;wigLNWz zIN>xR$s;(@tCg*4U<9b3dc+y2hMMpL+X?cba6MH3B!|`Qe--}ongVXM&D}@59WDV_ zWFXzSk=20sEl2~xT$PUFkDsj-)Dd14GD-QK!iC>L-GCutz*nEyF4rj|r62%80dEc;`FMJ~&#@ z5e1GYa72M43LH`3hyvdR6nOL8zx{3zsbBla=O@;?KBI5q?D*!!>BoM}|Ng;BdbOiv z+6p0x8l9)n-tOUjP>~Yd8x>z24t<+oES3u)u)U0DvpK`NhRk+wZVZ3TN6K~3JLcge zu%Cuy;;?@3Dn*UvHNdcF(YLW7(by)bfydWC_Tm6R?~73wrH-mquQmIc22<8zw{Rdj zAiC&ni-fhVafg~+=xey-Zs;^gIJd3N7?8+t#z$+`u+?cYKXXe49E@}~qG_gS*HHN! zj5gs$Uuu04tjE^c*O41vmDToCnfYp2@66s~9`?x4Ue(#>8&M0fkmIw4*9;+2H6K+%CqP6_W zEZh$kUWoBE*bR`b$^HUyH4*YTYL#u!6;LmvAy^1GJzSr_AJm|)h#O5*pzm$c$0tPR zDH_+@91=x0R49XXj`bz8(5O4i6Bk`vBWq>{FtSv(W8Zk2_$=lH?#J?@u{9Dn6<%*y z6ClA=Xmvj$AAkFY{@}nu$=~?sWip$)y|rTdu+yXe);h_LT_O~#Kfv`g1Ulzv52M%Q znCv5k3woX8%VXp6+vo)VwB;V%E9Zu*Rn;9c?R#6kkyhRb+o%qFg z1LsV^DyrQaB-OQ9>_s2=hDvcu(r$97sOV4F{tj~}fcR4TenU3syX^L}oPmsmHFOxB zYMDD(!i>`u#xfNAAgwHz(0wee0cvNc>)6fqb-hZLp7MXATeLqbleD+)E?WBeTPG=vWRG69*)g&%d6kd9#p_B(`UBD9{=&$kl< zf0&%}3bKG=B`k}V3&jH=m`7}VOPLf7h|PkeZvFT+^|-Bi3C)(ddtkV_T@t&;*8pAt z?|m{p{HPO>gph*E>^3CZDvgNw|B-s#4Sc2-SXr!sV>D=mhZv1Ga)qe)h^=QWs-E}{ zcqLls%wi1Dk|=D2zM_gl+|$eQ29=4>-_BL!!*=Q_6%mgGT5z?OK0Y3*=7w{8MhE_mwY3nF-^HhOxd>#%I@-!(S#_dpOf98_ zv4jSXw(Meu!}V3U@#g)XpRw~Ca6Q-te|A2N@~7sp~Y1i z9}PFq55hi)EtI_wg`Ce4c^t1<@gD``{!^GW1>P!8Fr%HNxBt_heg4?O?ZtO~@*4d3 zyy?47jn1H`?vAcu7Nd}E<#@WDmHJLg0DZIy9iE``8fevocL=&xwqpgv>L2i2!ej6G zuaIK5#r_2EGgC8FJ616I%f`Rbe35V~1^G;&* z#+br;=JtXO-oS`)78|c&bRxoVXA}~rmJssECIKVMMj}XYH~31xM{+=!)pSx93|l7$ zKCOCk6SUbzz=@K6F_Z9#h~J!fEcC^58|;Qa0>1UYRo=oI}=3=-x`+YrNE9s+#%*n zXrHGDg~xjFX&5}IvJAxu4xB5aVk9Y|{X}Om6T&-`L0erBm1sNiijgerZw~|Ccwpyq zeEE6zVL&Nd94&v}d!WIw0RiK~5U>#*rd?jlFR}k(b+BXKWAM49BV7=aVKN^iDH*g* zYuWiOE{6-VQ#^@KMzyDnv!%s%{ZMWwjzQK3S8JdpuTR%(b%Xh4mjN5M{YGt?pxX)q%{Vc9u_ z4RII(yt-vo`PN`Vs$}8pAfkiEIWA7dz_O3yeap5DyEZgQfl#`FvIiy%L@J^~0g?bK zqd70p%5>z|6nQqVWBC1(|CW;KcP1}mwB*_Y@Jt%T!`N?TEYA^xC=~3hr=bc3Wnf~;JJA3 zq%Ne4<;%^}HSB$*LS zD#E7W;#AaRQn$41HWo@(E~~v`OWK)byF@WE0lF-db(>53+SWQP6snT-zxZFTUHjkv zH&nj>+XpLrcjG4T03A>$*p;UdbGSNLnWuYQ*T*VhD)hFPel$MUP7`RYTa8d4*ynh* zS{xhIkch2aIWuZHJ+<7XYujMDb;%q?|?SFG>RL|adm6P=hHSPtI;-)ein(NeqNEm z$wNCF%$s-2je)Q*n{J671B_=5UxdFa-5I||F&?&4`W|Q}Lz}o+Nqp!GuO7~31gH@3 zMJF?JJ-mev?{HMC#{{$$aS0?Sl zu(M>KKO*1)eIicGF7^l`0iLKBa`9#HEp)LZsZE?qY%E*v2fudI3sfYE<@8IH|bD+)P>cCx)Ik$f5 zV3M36&7qUC@rEA4jEnzOzi74?@cf*EKkMS4C6OcMY-=*d*Re@yX<=^D4N%h*#WUmS z*~-4dRSte1-zJTqNiD*)Gp48eE*vo;yJmeea;3#=F`D^lnjN=;kNioYOP+_L3e)b6 zYJGKrKt)&dbh;O`kGYvRv#HXKE$wXegv(~y;%N?p^K)HWjR-)?f!FHoW0q_&y#*=^ zVvqUB*aK$3f7}T%+h>U<=u^e8OS5CY=Wbzg#@lA6ycEu3m8P=c1zN{wmTep=btcT_ z;WIiz5I^b2=lmU}T$NglD~P&-joWt{&Z-9Wk@MSIuOYB_(kYcljRAIt zoUf$X>>&J2Ksdb1Q_7{1dhm5T`-7c(YqB|o`V3x(r`FD(2&6}huFVJ>NO^{1!H1m& z;sWuUY6_A+t04e6`Dx8KkV3rC?(__KQ%!dIaZ|9YW4bCmoB$DCH#?zINYW=^5kNxJtvEMxQe}DL~ zzfwBP(PED%a72M43LH`3+lm68|3A0izwpH37tes<=1M#x++*~kr=!U}`r9?(2%R9P5m0r5RB7`1{=x>h4npeuke?CcGG*6U)$jmkzz33m z3i5=yLl_^b%w^P}2khD_^obpwqgQ;jQi5+xCh^<>RQZ77B( z+5{o27!8%W-K)80O102AWu8Lv!gHMJ;T?eA5ZwT{8rk6?%2u$I{1#QR3b|LkqmE}( zc`tJw-7DF}n!{Lj({-q8;$(p|D{jp=I~0j#r_xc5Sq^Z>>27bvCDNcGcx_kQpwPS` z+nI}2DA8xk`5QF~Gp26Tt|}ed8pW`O(GZw==avj-Askcmk$3TXSXOCMKC7Tz{#{%9T~k9LPz2m*=&dQU0dhWsl`C3 zI?qV0`7~%4ldyhJA8t~G^56P9|LVzO3&$7V`MxvLUF@rKv;aIk(rNJMZ=V~JK%xi} z^WH?+c=YK{&f1+~)qyT6uTpYN1}I-b?ypR4#IF&n=1xknF~>^uXSouXo$HRG1XRtL zDVtE65+D&%g_vCiL=JOq;)7!mWwph#;F=0!j-7;TWk>dKrg+S7)>&QxD>!xNlG7j+ zF{FG8v##}}uabV0mb;sJ1d4z;Ubg%Qt~QP~Rw&l1okxm7fA}-MrX%5S;{NDk3=8_{ zxmCb+_zP%V*lI2G!UD%18AUoA5Ld1(6v;h-v>{@SkqnKOEc}TFh>RCtjR)~&GL6~N zOIW}s_^lvZ0DeF^;8%K3?Su1hrg~%d^A+)gfHRR?e(g%XnRx&4h4_!0x+Ge@Ol?nLN^oE?~8ys zy`e#8&>~wk!j-(DK8*T@BfO=v;p{$BaU-b(VdGW{L^gzp7l~CZpf!IoTRmI=aRYNG z>RYB@r)fCcm>XcMNCM&pMB-%Wx_CR|<__XLlh5|{a7(94%c<>`i?#~s%M`;MRLsyj8ojCHiR^fE^0zr`* zj3GI=fO4h+c_|zM;WKi?@JM>4J6LPZ={3WHc=IC4atzz55DbN(+h;0QxQ9b8z;F};rMiR?)icM- zG@}k{^)oAa%R{SopEExY#*f@zp(N_5D!^Pd442S!IVVcG4zE?KO@0%K!q{`$k`Twq z9^v4og+81OZl1a>Lud^eztJ zT)+o$2s!tGmS3u0-`5TFmWP!5QHyrqw@bmTrez`cEV{%7g>006sR)c0L$E#&*?vH7 zK%Z{%nWRr21A6!0q5Pr9$ZXI+HclpH5g^f@_(a*e8z}Jz2kT>2}wRvZusKmWwmc=F0tYx5L= z8HT5NR|JJhw#pUP;!9KFInys!f`F*}5sKW6aYca~?IyjnqjGY^ndC62MJ1Jf zVoD&HyjWx)9jTq0>gNL}<`Q&%Bs2A*&V|^!JK5z4%L?sf4D{HSIuL z0b2;+RRZU|cIXNjG1OwD)-|P_Q3e1Ea}Td#THo3tmz6-%PH7E%-xTA1-|TRc8HCFg zoV~S0t;Gs8bN%ObM(AK|6rT)b((OaT{CI(`z@RSQKAyL#tKLYIGby=D=Y*g?2V!39g32Ug5_v)+J^yB z9w&f}4u;lS>jEr-emm?0YnAOcHQ9OCXRHmT)sG$(_u#-hHXF8ut)J}dZjI&BsO|gHJ@ceRZNO^2iifAb z=S_RJv;gk2@O{cf6!pO~Bu^+jr+gKGWE##GIPe`A@t&(ITi-_pNi*_fHH7+ zQ}Uig%DoH}>C|ZDxs}tSR>xRRi1-)kSx5*fsIq7A@)q@6vP@3_l>NiKTk=@wO6=So z6_^sVLoLsdbG|h_fQ9r>AK)T$JK$AI9B_K=QAZXM$rlLbc=@1+u4IuoC2OhPicZ~y z8DGqazjEoh^Cb?@q3Kj`N}l1NIlr*qPVo}<{ucOvQ(9f?Pr(34A2adSCRzmk1>M%; zlPQ)#!4BUfUx6A3jB%qZfKC&qZ}k^C?8$mKzNll^+yki4t&c+G`Io~tdbf_i4o$)? zPd(2^9(fi~(`?ExViKV8%O>eL6bd7z3AypiS2AP~Gk%LcEotmyZcXiqh=!Klq=&H1 zDfDOdWF2(F{y<|7+q9%W`JI6LBV(I{ylFLSZ*y-RATDLB=4S}z-jj1r5QyJTTEjE3 z{~x-w@VAHeCqW-nk+87{_x^2?2wwwPVSG7A0NH;Buc|% z`qb#^-4-&q6b^SA={m}Z;$G2#bCFx``N`qwNB`;fS}yh)hdJCwe&W{cF=;Z_?@p&W z(LLpXk$5aQEUyv_0`;CkI9U-q(IVmQk>lIREf$pS{9Hwu;z+ zM<2gMEZ=yu)eqhk@-nEiZDJ>NlWv3J0-8guk(PJp6>`4=lm(U_vbWn?|juyA+N+=4dNYH}$Q;U00RR47fqI%?I-7c|5p5arX5WuPAu zyg4-+T6b~@$cPO>15If7M9OsJytQ&B#CxFV@)|)%ie&fVCd&k8NY^%!$ZvVErVH70 z?hP&gNmlS5$sHdKMthENE473~BWswN?POMvkYYWR zx8CJ@#CHgh@v1@(?z>05>5Cg%cgC-%DBFo7ONxRKiP~EMWrS50u!>f5d%X1aL$CkQ zj~rV#zxdA6D>h0kPgOgEb^A}$|;q@n=(gm z3~S;;id#}-7B}t2z6EEw?Wk^ZksrkB60m1LlSmUzN;gS38+UxWicuZtK{Q0>4)BHB zeK*(6+*IgRTtB-Gkxv?mkomayl41*+MW@d^_y^!>Egd(2!?HHL!BHa&vg?hNyWBu6 zIu8Z8oOuJ{8BXk^Tcc5WekV{31%%5D%4NeX-)jzCkL>#C_^2vjzpaZOtxb6?{OY7t zioe8+U-J6f-hzAF;#SmlwqWt#T+UP`aH4Hfiql+I za0)V&-rI?HiWMEcb_zvWFRN{W4rV`QgqcAdM|0ue!!qr@-=Exto%SfGfUW>5^e;h- zSu~+$W2nH&|1Q1ly^WB zKmJ?C7A`D)ZELyY+qo@kj$k5EvV=eR!(!$=*=Tv_XYpJ#JVfKHIY`|lD;q?(rk4Mq zfWr7-gWGr;ZDhO?=sv2`WIv)dC&~~ssC6!}+~}_BS)WHw6C6I6#VsiBg>wno@PD(s zg&R|(2IS#*)fvgh@b04Evu9Qgl5}N1@(hBa7DGvw2+ncTJVnrAQ+Yn9N+Obnh<_HFa5B1nAf29p1hB4J>xMvld zLFOz`1!==vEEU7#rg4BOA&vR66g=V2PWLH9m6LIP>lL)UfP7fZoL3UgCfJr>ptF;o zGK(~c$*Y5Cofi>i%d{uM5)9LNb#V2DB{CObQ4~ z6mX=hCQ`kPf&sQG%72Hvuedy=^ z#xiaUCpWtGA}%TZ1yFDN0hAYvo2%&ZyW<1UKe-2^#+Ob~@K~c@1cc5fzZj%9$iVU5#j;Q^-9OUnT~bQajfDWmiI} z`(?i(Y}WhK+^RVDanPz~GQNYtwb)I8DRA#`PZWEUG;n5Sq*0`VH77HJ)ExZFYnIz=qf4-H zd;-mold@3~G};>J6!bYV{QC;`7+}L$Z9AtEe{{SDlnCM&Pxq1tlqAu4%TQa9Uk_%M z2}TB{;0$6ZWD?2LB|;HsqQuyLzTS=(%0kS3bnfn@$5r~&97UovH;0edI?KDEqDt4v z{vPtO(?~sp-K8#ZzTqMe-iL&8q8)ViNam7jwj~{EI!hLr@xlGcn>(0tJ}~H3-E`m+ z@-?7S^6o^2q0Vv!x$8`1rOFOdC|x418>qjB)#k}-uwlzD4OmT|jvRu7xyxE$k{_pr zQY1sg%$8`u5?KcC@If+E2XBP6qV^9Fk2=k|qbVmd7kMXEcz>{k%r*0L)K0lirF>=D z$XT1h&aGcy3IBG&>x8)yG4+Dy;(=iPSc!<>zq|BvKl#lo#}+=e_|?CTYRpKY=IIwR zGnrOOryTT%6>v?Fl2@xF;)`2pXLc4Zd+PMXQVU*lKqU_&2ifRd8uxNGH2B=eOY}oT z=pe5TIavo|U1Va0IZjO6KyP_Mvfnp04rzlWMx2aZ_q7as`GhvhbnLb_TkdWRmQqOb z3;Z`xk;-vK0Vmo1+UC|2wWxm;0i0S(Xo#B={)baBs8-;>Cev4-@Y>csF!{Q{p{|F% zQkH>wok}NRfV1O!TJ{}xhmk~4IJjetE>HM!ETC4lfK$xfX175vz4njhfFcq~UI7xG zl0HjIQQVQhNca@VP8%>4Gc?R7x#~8h(1r>eK1xqhQMwpW1G?C^d}vw1wOhNULsz&L zlOhF&@rR+f=zes5C}ui`xpwV22qXF#?yezze$~Qug4(hnPrSYRO@im=7k}w*UN@4N z&$vH@dLv7Nf9#Vzfm@Dd>h+9MO-j7yObtbepbG^Tw1M9nlyz=Sw=72Ut$}yh67*2?d z5?OYR3;q^PL&ZF^p(0krsQDB-nS}00Q8w!VX0h&8JgYmqRI*B2x18mxW*?xE1gw=R zrNvyfn99OVQgM(8G5kKpU&Maa!Ui^C0I@^$*+55@Ed1Zh3;N%FDRPw>6#zlwRbpzuf03|3mOk`~%bTV&QXuP|4wUp1^us%3X zOy@kvb8zCg7-!oIIF{eBJL{7*bTDt6YX$r+y&eS=>h*7SV77cyTe-ZA=|ouMYD}e} z%H`d`UTemAb89V)z96EKed;eVm4u?1IFlHfa@FaqQ>Q0@FY=%<c*IMsAFZ_OB@FQhCzIFfib$FAhQd&9~0Itx-A?TLG=v{a^9Q<^bF9>>f< zQVpCe?MW=SNl1 z<^EIO&Pxoz;igON!QsliZ)U}YvcjB85H`^QiV94JyY;0vFMjj!V+%jH__Z&e0~~E; ze=kt{+{9kIxX*4hpFU-b5fw-=Lpy?YK`AsXBzF#S2tm?Z?{hWzqF!0T0Ob%zm#%k~ z34@^8SZjA6J`U#F!SW)q=^;`VL}&UwJ;}*NWuO-IXfus{6SgljMoVIfB9?DRo+r&f z(^=pF3?>`GBA*h)Bv2jnfTSwiuLqdrAhw7P}l z9;KH@L*6tSh+o%~MZhu$v|uEx@v@@$4n;i^!5GvC?rtwK1RM_!-@(=>vmpH7e5&{; z^vS4=F!?7o1KE2DYI%B_Th_mKEmFQQZ{u0PtGP#ih>+* zD!`Q1wBFMXLA$}Er z7jby5U%NK=g~0gA?SMa}*YhYEKsmjp1Lf2e%8SxHtYsXPW13BOC3QSG``#se$8^Xz z6tg2*sNTpX^N+2AXFl@5vkMPDbZOzCOYi^ZAHH5X;nDy8IVkY<^ygl%%E~W&eih1| zh2^hrXj>ede)JD$?|SbK;%#g;XJ=u;qf?MQi1`V@QkXR!@R=pi07DVFnu??}cGq~k z793;Bxm5V(3eI_VUmo=H9dQ{kQn3wPBZ>_pYSBk3N>O^bW%s$B1;)6^GZ-LcA)do8Wh78zlweZEMeQ!XR==h9Mo>$Wbuja{7ADHw!) zV3G@LfQhFevC6t5^1}TV%Es~y14UD0aZ=FAM>viRNz8qBSd@>HF*z17hT$(co01=I zfNE^vzY5Kk;`X_8>ZY;7Pw=U}Xh2Ok3Q|%36t})}sTZr}lJ^$-0aKa^f`$fbq#HqT z@_?nt?l`;h-Y|DwDbCH{QRD4jjXn~-(J9w@+dyf!p*o6XB1WvsLE#~NzS}!8{q|2>TO`K+(D!}=s(y_KS z-I;E4=#41rq*PLsdll4Y+7{p4z+k!r_ZQL#_%>&5&gj8XM-h*%g{xWXn2ne#uyY4< zv3?)N8|>Ov#WrN2h3(fN*EcBqjTC7s`wEgdc=mWR%~imA1a;_xKp6^h!Ci( z*D&pI39EjfMll27OYH>jo4FNj6lz1<9J^4AVt;r5p=}L>2cj9gkVsCO^NjLsLDMWJ zN0J9}sF@Q-vtAFY;eNxPuuYOT%W2HUZ3iaK;%UyW6;zi2*Nw|6pNXj>HnjEYu5IQ% zdO1dtx5;py!Gjx!x%DLqD1G;zLt!|2<%j~`i4=J2hrjYgF*?8aBSTDP7322w=*&C+ z`N#kL??if2u1{Z*B`JqPj9ys64reBypk_*ougrG3P`A9PY`ZPO!S<2y4sAOh`O=V2r zpk>Vu=mU16`m)B$G=H{O44i|GKnLj3>X>kAJr+*|n2_rCA{S-AK9 z7vBHEw@M~`W%XB19b0&2@#i;J#uP6l3S_C-Ls~>lrl*M9(md?+V}f}<|K;Z<_a-~j z(WOHzDNlvwZS<9P zB0*O881V?1joW_@iS;z&qe1g?hJ*c2ATbDnV7Btl6Xna{%tlE7C2FExS59I3zRF>d z09agPagWV+s{qx3D%q*YO{^MnF%^#l<19^32MH?xyA}AKWrkBx#u;|k)VL~{IL9vl z?Pqx$6UT{Ms{kIeul$xqR)3|+oT$i*!>~{MX>(N^JcUC6+{fh!RtPZ?<5&o4hF3#M zMG(bhlrcm>=$*ZJdbE5)seO53EhFDFnQm(n^oMWarN=>+_*S=p86^E^%l4lOiq1*V zL?f^bpU#(V-9>vnHQD2|ApP0+%j26<5~D!wpaP=1hJTO>)dYG1>J$x=WJZ^s4{-1c ze>&ZrCfFIQ0F&j|LrZ3gDog0HUm+WK7ewZ*sk7G6ZAgfv4}AHdU;kE}p`-8oIVkYv zyMY^di}LJ2>qA5C8j@%Y)Ay4oER$JOx~YEhLRACJ+Hb z#-jr(0%5Xg$nI^^CXfg1P>!^H@{^w|UqDV+`Dbo!V~WSI!6-n`g!^(X5JzL0X6sq< zs^ajaG#VFVV!z?_WdsgV2{-fw0N=0OB~bjxBWF<>w${klnNs1-!>JgsIvhey=wK^? zb_(wi7b2GcmX2q806|14pp&1MV(BD?g*d1-uk&Y)Icr3x>}6?K<-iaKSvTJ^Cl@m0 z2RQYFTGcz&F6lNWx0rx#Ec!fg+{JTeayVxODr?H)${!zQ+INpX^2iIjmi_fS`isEQ z;~&aZi_mBe19c7Gf=+95e8*B=y~3I~#0efF+%rHmY2yqXcwW zB%+-61vcCwm0LC-^deAENe2MUrifz#m38s=)kUV_xkOlfpw zI9ENvY*vS-XI5a!#m!VQ`ofLXKmFuMvEKR_VVr1b5qtV9)~dp(7-Za{Eg>s zPM%m;_^#jha~#^ESB@y~t)jqJZ~e;O1OdDF&F{NPAejTSLjL3E0+tF0@lSs8^ytS@ z|L#(G$tp`1&r$2r$^pfkTt}eImF7aW-Lzsq5*dt-Q4kc1t}E67(lwfvh`h$1#PV_{ zAbs{XiHW2HXR~(a&LMK39L=~b(e_Ao#BU`s1Lc+OZKO{nRYG~7YYT^{wx$smvIn_x zZcf&!mK)A9{z)|mK@7=rr_#C2-59Cn@D%DVIZSn#;4>UB5k7BvLZZsv8;HkVwo^&L zC1g!{(_qpa4)jXup7oMeFYLC!BeZ44+$`9tRzw6DU?uVAJ5D z>g}LV)3`RFgCa~)P7(Z2+_K)X?2=2)6F85@y=mWPR1#UpIZBOFNK^q|iQ>-y}Y7b@*m^#0v z-_8AgcBv@%Kfw;iW6W@zV9L7uq*L837C}Fbme1*=I9n%$1e_f{v zFl;MyTb#TWSwfPNCjxD#qZCIg+I=It7PoacaA9V?Ms0- zfBf}-@{pj{uYINg-lkj#VCH+#-Ls&Er+{8R7SQXn*4$7~2XhcPJ5AjsV5cC?Bmrv#VJvNvWdU?bh}cZxB42|OjfH^$&{EbaZ^0W6+mYC9 zyP9(C)qPvF3Rs#!QSlT^4MVOOwq*k`$J<-$ySgXi`~2cm%=e3ALgQ=F@HFPgEvSc= zsq;fEmQ89O6Dpo;V&Z{;9X(HM68rrY^0PcU-f8+ePvH_hyhZLT(iB9Ez-u-O7(R)A z-cP%LNfC`$Mo4RZp9>HtTN#vd#%&M+Mbl0Pppc;#*UIVujm1~)CN$}rgud`Y(Z2_n z*}8l|&mLFi;TFX$RD@>8`5RkWTI8(_y@CmHL=7I9+O*V%s-|gTn@jd$+OK&~*`v3IlV+)rSfANb~({mc<;8Uba0iAyy0H3Dt z^I&&JpE`Z~X8wDg4XG0LIz|j*@JQEdIUBGNtj`7pHh{I6Nx4tPLU8k!uh*Z4dIL5# zpC>ZhD^anQpl=Br!)-b_qK`xw@qR^RfgPhq!!LXjH%Cf>&Eo3G)7eOU-*|Z#lHDGn zHko!`LgLhLtc5iu1;v$`nN?h%p3et?P8%o@acrY*qbp@@Fo7;%xVIY?>;??Zp^;2Y zAw)v(Pm_>douH{i>+FTI zi)Jj_gx{=9vikDr4(sF8Pz*=5bRhN=_XISp;X5zQfR`4migt*Ow6#taU|A4`q9`

{K@k|Y&)8d^^) z(_8GN+f|739x}_vjWR@Z8>X!7fn{WGser`*5Di)t3a%YNnztbU*%=Os?2N*wdC|$= z3A7_*oxLU+pdYhkdoV1^?c5dMUpb{(r5QR_@nLPBOaM!grQ~EbAu#LF;$8ZMPrUv=-?5J3e{uYIN%g#eH$S5DCnKCbUOhC#n_wm~ zme1Yqm1qC2j&CF7M<-UWJvL6H$Qg|m_=yyKnX1LO_D?(y!si4Db8s%FG}l$yQrs}a z(<{+bRjvqWi#FVU$|EYc*xcTjF(b#!L753z=bs_Hn@+J=%s0u=P%MiJiw9^_kSa2M z!3yu;e6(JRWtG6qH$rIqu*Wics~?2BbjJ|i;QqX9ObIjA=+;U_w`O1VY1m>`UOE&C zvsSU+J~}0%gXRe<=%90B^B;a;f2Y&p_y#ekn+fDzvei~1Jo??Qh~0KJjL-RiL1$+D06G} zA7F)qM>7nfo4FP}r4}oTe(6}qBV7Fokji=E^ZXQ{0)7^aO_DkO2*G4PzTvQ7*%S~_ zWrPKmi!SmItXc7NUW`U&Z70{(4rI6-k;$lp#mNxyQ1BAehorR>FOCGpyRd_OjTuA= z&fF(H1_XdvW(`P56a%hXKn#|3*|5?_9jaND5Tn@#lS_|SHDuMFB`g<8 z;|9dxR}vqfOjWbl1Wb6h+5bQA@CU!}k&i$81K++D+0o38DDW3dfv^4W>;KI&#}+=Z z_+NhP`N{3y`Nx=!6lSG1Gcxb=qjtdg;ve^41ROx&PcJr1(=`n$)INn4S5-tI(rFx= z28jCDT7VWxF*~r-1y_Q4S3#k09iJ>eJAZn0C_cc*aE|pVbCUHEB2k7z9iMS)HHvRO zNt38b=w(*xxJDBQ?lhG?(89^AsQ6&8A;?it9^Hk@s5i${LGo%vs+I<+v~eYfGAvJ0 z&QKfqS=G79Ul_RNT5d|DR%?JXOXbVOxnHqfq$Fsa)Q3b^IxZ6&qQ2YX8+_2ru)(I~ zVt|C)m3*eHhpS;99T+NeEeuHKrpr@fr0rU$9SbbMWXM@p=M;@Mg_m%t+y#AoB)Th?y(u@Pm}7KZAR@s%#$+gJad3-WGTSUYTtF}O2cu0Es6=FN6bsF{`$m@!=+)(gP^`iq>l>#467mk3j5XMH$9j)( zn6Qb=xg1VhpPdxd*RGg&@Obl4N$Xub*m5()j{9TNyNBT}>tN}R&cp6|=*l5ZS%VE7q*UB5O`OLDNVOMY8lDn+KT--&V#2JnVO=mZ@u{XuVMXu zZ1J7N%g7?4r<-{6PCu##_&0tRM`=K)h{~vmmO3}1XZLnXSij0UFp4yuOf|>i78w8+ z5RW+|lU$iiK1BR~8{{A*CAi51S8j$Kw#MN^{Fdvl7 z3M6%J=2LX!yRBD_D~&X?%b@6b71x(B0OryV-PLHqAa6YzwOOR+Ffw*E&=b>Ba(85f zh(ByEIgDG<#ASXtv2+VADV&?wdmN~4uWnCBEr(8wl|lhL%#=Jy(fbpzO=-La_>M0H zY!OlegjULzi5Wv+C8UYkyL@RVS? zGq;pRDE7X((a?}+ySVM!uA@0rnrBsD(79_(kilu6cp6l0GegYSU6M6Wevt9$)Pgsl zJ`jD>pbQXd*`5%AI<;DQ05}MXq27m+wRWldH>7w%x1l_D(LpwJ<%o_uw)0iSZ5D8n zt%8q0Tw)e9?F#nfo5OG+H`8!UHA6lAIra=$9&|eaS$!Z53GO8@DceX}^bE#kZk71h zL`Cu!P~i38m_c|Bi0K6aWbM}%CYzJ((Row`!Z20;@5I95nPdNQ;lzioJ$&$>74_!T z-y@&rrxw5VgJ-lj_HUOCdBLN)J6gt(ZP4=4CAw3r!XjtT3vsH+wdZ(be}h9}#rp64 zsroIHYV)`_zC+5N2e_gm0fif-geQ~&7XYx_)F$fD2za4t)-@nRrBU~PsPcJ}iAyAw zrhh%xyTs%-mK#b3BEEhVw~8M&CdMf^Q%~^jww_oXA5+u=+A9}wbrlwufe?SP4@{Eotwg6n=1C*doU<&X2GE!&PLyBnNw<0FtMW!j`kBbRLLjKcW6?t3zv zFHmZ`T}tXdW!yLw zUAo?DJb2!gicK^r9D#Egn7K)~Wvujw@46$as<^znEOomOFPYH0#!|u7x{atfL zIiW$%3RBQc7}>|Ik(y>ane(Mk74O9nGATo;*V%+4-%OHxG{xZ57Lc%{kFNTf!KEU&IE_0#=iu!jZf{p7u%8+rVI^zsXNg&pjf*WCwSQEKf^M2!M06(nPc1C*k z*lRgv>CG2^{|ApPe01^afBhml-|ca4=n|KIOK3^mS1*iI?Bz_A zd$=t0)ug3#gSsHfpVC1gj}-`{S}D4~C^N`MJ-rn%WiDd2 zq7L{}-PAVwF+N49{t3iliGmZFk~VbhDlQIU?yOqW)*6bGh1+tBFzjqR(;U550A9ni z*!V7(P31iIQVaG>TMwpxa46#?s!#F?#%vS z7E2g&2+iM^-mq%!%=H6NlJ{&OV0X2zRVk23pu7^)jjI@2u(*ponc><3FzYg<$&UMW z1TjDY9ZI|7_Z{fLv=#Ae#EGA!F$WtUb+6LDn_%1}x**s?9L8c&YAOT7eQt61&5(qV zds!!8fh>tIbk@=&4Yks>RQMNFh?qtLA}CATLFj?QpM%er5ZS$(6cM|n{onf`!;h~& z{;WEm@2+skVfU=;B^~1QXer%OmIwQta{CA5Q}MZGsWjPk?!|Ll441eHs)`wC%vBb; zgCP`^Eg1ll*Z9QJ+aLVb)W7?I#doHc`6oT@PCuqf_~>u5@?D7XYX?@H%`Lq`7=&f0 z57nhJS-(iV*TxpsTAP;=AQC0{S5NE6_Gy}Q>s{lsa^!XM~$=icr8ck#_3JQPsela<^iv zhYv2hps3V8Q3Z7_QZpN6eD3s1R4orio*8(Ne=##b&T@q-KqE1oiy8$a$ur!$ zL)Fv!dN?2x1QUD1Bjef>E;BtnJXK$reG(6Yc&0VS`s2UzkJ$#SPY%09c=Nd`9go1Ym)3s1R(jlN(YH5dca_c zeeyK<9b~8cZ$m>(GOwjsWuhjTm|eS)S|J-{blSm`9}QVhf}LU;tTL%srw%4q$T-G9 zQg9j3^up7|^w?yCFM#OJt&B3R%GIP-86q412?zV%>sAIHE3k-}Yvn8aGEZ$zH=4N~Ah zaO)ya0EsKg(+j~W!-9SUdtA(M!TL*Pq))8za*>3+0(Ip!1NO<}RB}S0qK+@Un<6E^ z?-PX{U_Q~`PF|s(+zFRDjFxeeEzz8)B&_}aT_5~^7e4Yd|8w-;5e1GYa72M43LH`3 zhyq6xIHJIJE(PBF{Lg-6dTilSi(k7ytP~gX=t>MDp*I_+M^$*~TDeD(<+4c!tf_cf zQbaIAFJph09b;w@ZUSr}ycYTwXASvkTvAH#8-gOxdNJ&#D~diu4AdKVmh-^uj`AG~ z3x6$&Dh>*=P!is+52A1bc*3UXgKHrX2U%Y?h0LZkWy2)OpwId>;ww8=(9%%Fp@ZWL zr%L(tdAO`Wkvcj7Ge_zsRZHZUyjTVx;h7lotwadTM;=X6(6aRUTv!ikHkNrR)L~l` zT8$#~*p02X4r8PiXBA7sq4R8&{4y0q=L8-X?KEuj1lRTbv*!7v78hT{pNp}Smv^8F z--d_`2Zjy{gz2t<+Yk{9BwBl@w>>9~J64b`duv-*r^^gCgI=utaTH|;S#TsW=SECFir>F&hkuEew8mgS209f*af=4t&&W)^F?FCXg@p5^r!W%QkD7gD*@+;=mjGI)z* zcb+|1`pW5_{mKR{y-zKE_1aY!72@B(9gc^b4LesZ-K+L3T6t<#jEj5~qE-Sq?~Xpc z%Ho%a8Ky{| z45yr-4XknY*0xca8t#F@-6gL`L2pEWBkZ2;BC=M=O)e%CBdOa~sW=u@T`QcIR-4G4vC69(kmf|3D)YHHLm5IYa z%eS{E&zL4c=V?y5FCr@K3nG!)H=QZGgReA61rX6}yEx_jl_(EfTZjmaWIY28PtmUs zIjuYLE&7Ds#%-1*3{hzYfGo3czE0Y<7Iq7y5>iJWGkjD;767Fvv>eAk9?sl0m_ZA@ zF-w`Rg+7%=!OG&1DX5A7xN5Gd)FPlpp(fpk>>k(y3EP%Z^nAdZN4*TCb;TkI|Ns8) zUwHrbfB3BrKJ=Y?-5ss$hyq6xIHJIRECt?Lf8#f=B|ZJ`|LJ%8(02Hs?zirE=Q`t( zR2V-PSgO0o5H^B4jSamK=k9oFL>WyPIwPonFizF+jJgYaQMg1Z>{X6vE7KX*GM89W z&48(x%-L=qKRkEes2Rq=pR0{n;2NzqsdU)dpjTj>yB5{UNDa$DffPl;aK;qwcp(|F zr2$nXAhHfpAgWXzSX?w4LRl5;CEOxvP33Yn1=pPmx`q2tPE{ZpnhoSe@&dW|Sx59K z?$c;)B!yTnf7dCsSXn&~A3K3@V?tm~QEE{u=Q6Cz^^TUXCj!fY223d$A%QV4c4Cfz z;zhF|k#~c#rda^F&XfP*PX%ih5`$7VIFv3|&x?%q30SL4Q0`%remo zR<_99YgwH68B1!Z`0i+_G`+S!KJ5xnu%e4QiNm|pZ&0Nu4O4}_I@I~xcHlm!CO4@f zTf}VmI5a!oZl&$dHSkpSlY)o|zoA+2M1?<{RS+0u*bRHebX&D%bw%`ysBmpE@@CM! zL4FajCn-0P?w&mxKyC^~sG`nk%o-6br=lhNl=>=7iM*ulZd-7)^E*HV=I1o4$65fW z3XgOWrFp35QPq&jBQb!ec1Z|*>8*#}_^lroHS+cI7g#bl_rf>6Xr+p0Ro+gY2x#Pc zS4}cPX~RY}YL!@~5x_b1c(e)&fsvV3bDLMe-@*TlL$94WPm0r7c3EJ-DlisD2cexf zE}O%e+#>Y($vqoR=QF9g!jDlg5A3jQkVjmBia9%8DZ4LFgKEDTJF2`Axin@DUTkH2 zn_MRL37iSaB^53=lIC?DrP6vc+r%B=Q?|lLrpmT*tL(2b%dnSu4xBAT3$Uyzva9}? zB4@CA_}_VBXYa(DoJyfK(?kA2N2M4@dZL_aX)0mbUOUfv_a8+i6Pyi&Vn=%j24E7CNA_ zXnxgpB$5?5i=TzRW(CQts^v1QF9*@(2g}|hdp-eR0SXi{!l{sL1~<#IRHLBXK>J1{ zFE-{r7d_w@Sd+Q(*44Ya_BO}#1Z_p3O15?8%QN$XadW-6F0etAqO!9sg!MY+np0sR zgEIB%g^lLQ^7FdER7o-wl?7W}OK@(OdMf!mGapP_H9&-9(+`-Oo2Gjz0*9lR>?U`n zIKiS8>=~NFgwl#jBe2w-=8gfkJwT*?29$UT@rx!2{Wk!% zRCPi5S!V@av@}2~k5T>*xlWhpcq-N%HBG^?jey1E zRi$Kd$*E4-Zj!-e*#vowtFs;uxCyzGhhu7yHiJa=Hb?Ye2sYHM-%awK1%35^z zRwks+mKsMNOcnPNeG!$p(E>~C2l_DxP4&`EGltrmi7IF(RxFK)9MU|Ii@ufk?=~UW z_-UmLNx|~fXX*EC1tuOz?~?07%&x1bqkD8^8m}EEDW>@zlF-_LhZI!U<~h z_IsTiGoc{|lVJ4{Kh@*7LA`E8Q1d$hea3wXOx#qret?Q=8psySpy8yWq&<*cQFCs` zfk3BzkiN-8n$`m!gm5N3!1&aGlciD0WE!$8SP!f41fsJTi>%XSNYUxWZs;8iI0SS1 z=SpA$BdrI|ym`29N%OCN;;fm5gir1(F?RZ~U-Q3zV2%R@49=*Xt-F}Qk_kfqRk=AG zEHiPcLa59+iQg?_shI|-H4KjI7VNv7H z*ce^;A?wM0)lrKFlNz$TmO^3>QJSjn}9E$B(m3ov`9c z6(8ACKf(g6k-(-tjx81bY^d1jt_~p%uKD5v$9p&`g3Biyz$~@OHKf1O{yOar0X92S zPxv=gjl{)Pf|l+Tn>aS?rb){p#;E+*O;U;il8r8mo#jCpoQIe$&;*a4LXFx4x7b}h zY;|C)=fW&PxRL-nWC`C1I-f$~taox_ms}a8Uh;hT2~0tM2x5&U*NzXK$pK-ZB8n-PlAa`UCdh0!zw49zXIhXlIXdz$1MzFFCp;VO0oGWG-tglr znJyk&5WRa;tTql91=}mLcz)SvSS>pZ{&*FjDYqa}1klWjoNX>nNYoL;E zAmn6i>8p>9k1ZTu{N;~c(bPNt8hdm4v5)_IRD>rkm1C6a2#RtMKCd0GB7p18%Zu;0 zMiPoJr5W75Pd*oEX~;FR(k$WU9ip6cGUT3xY@XewiThJtVx(Y0!Fy~D9FrS5)Z3?J zhtf4PcOh6Ew6NnbM5s^TekD`Y-M_z1N0m;++bEU+TA%RY3sYpn32Y^Za)aMdU8h}g z23M1<=VS4z4pP7d*T{;pABb{_Hyk}8Nh+!x2&YbZX>3epW)Oq*dXqGbIQe92rcxLv5r?7NRcDkj%F#a;)yJVLhQguL|C ze9T;Z_=fEXQD6gdpWw{dl#nhQSWRiXMhFElIhfX|h9ng(s2Pt|0Q=yr3HNkwX&oc_ z6{01f80OSK_R_?YZ{>Kcq$7vQQk4dArUXSUQEZ4#h%`hb3+%qq zs~nN>Xo`o-R@|$KJ1W(2_Vuy80tSsUHQhBVVv`MSuJMk&SCmnTN-ob5N~Q55Bh*Sf zs|Zm9b?`WIC)-1!O6iTom*Yz2JYi4}H^ZHnT3osPRpXWiIed<fiu%nqfE6s3zSg$P?O)}e|>Mycz zEmH|~AUbtQE^pm76mi*VROaS0DKr8jyAXom3hQQ5U;GITQ086IH6p0^Qk6rHFIl-Y zQ6pb@pL>?~pf!cL^J{mIJFxURv|w6(c79`5=?{aXZM&QoAdLRqB&PAe@Ot@Uu?eho z-xbSn61qS0=UJC7C!o;_Sw!Jg%ha4nO}HWx+sbncA$t+I0OyvlS;bHj`mGsYDRP7o zY_5`veoomxWRR-*$?xk?njBEiMy!iMJ=I;s6v`~P(gcZ4B+DxDM>eV-X z^%KVyeq`~Ncdl=|isxws1VWV6(~thsO00*Zu~O@nW#OoEF;nP`bAZ)j4Ri3V%WEjD zJ9p8q4XAP!`>&rxQ!sR1iddR(Msa~wpZgqkW9^c}*lf-x0vT`t8yVG>siGg`_SHv( zmQZAMkYTnpIBFf8gSf(*mWFP$$-?cSg#t;81_BLuI#n*d2?O-$KwvY%lLe`|iP{?K zvk`mPT8bjX5{y*_mYj;0pva7_=pnBcX#J$s;rQ>7q|cAXL`e+zJ5xC|I~vkFUNWT} zcO6?f66U9-ehWjY(eZzrw)9P|Q%7u)@}6j%RN5%-ibA4uIw$5Da-fSC*k|4~3G^6q za(N5qhl5#T=5AS!2@xqXlCjJJtq%s>+ury=^c(~QWN(};LGU~vo;_oWp!-$cpztX!E@cBs6D{}lvzgbRLQ4LcNk%b8(8 zB7WH!ZbxUU*ASkq4>-3&`=8xXbQU3?VI^ zIr0MA%UHIR(!!#n}lU*r*fhK!vms$dv4lBJhNq0a*M&(NrkNeHq@cfXhk z5{j+sPGLU8!P^wLg-zoX0IZpgb{@=pD?2t^vRn`fUFNgCv0*%UyTpD>*6eGQ{v8-) zXHd0RflebDF)Jdk7uWz}>LjBWE!I)f>^PS+qhHh?6bhz>?BX(+>=J#g?0kltdl1o& zjwU^HxgwTlOS8TPKP&FtLEf$2{|&dcxxm^6Hkd$t9jp=*>*qe811|8)0rGO=c*X{> zPzX`Oq!;bIDYb?!avN@ua}!aCepT%d;{HaEs58L7yEu3JYq<*#ap5UTHNm4vC_S4$ zPCSxmy!4RuCR$2(-O<5^@zw+oUnD^MdjlKshP*79013>vqppd$_VfIH*tH|4_f&nkJ&P(l$>B0SIk#OTCJ8{5oBB`b!*)$zI| z15TWN><^M#fo>!dZoGDj?kjQdK>+zV&=daRe41b3`TecrBT-i*^q*QSpY z9?*>mVZgmxt&D(`;UehDp%Lyu*(FD-uUp$qu+s7gDXObgvl_^rIeS83}< zi%J}Lhm+HzO1eceRP{?GtMU*8dkx4Q-ib|T`Iw6HME7&HuY?0!e5e-$}g_~-x6PI z@T!JGX-ytQubqy58?Eo=6oaA7hG*0^)gNc5+A=0A@rX{Y?yK(K@Tjb};84xtKquu# zxEl>0Vd1F{qv)>k!}p{e7Q?(XE(t7A7Ar}hDWDN36i6%zc1#idVHJ?ywA$r5Dm~NX zmzX~IZRWIb8?1LnO<`*fK}z$opE2PeIm>MtKc=>aqIN-=3L4)(WU@0oU<>u=v$mv>@Xz@hi;53!s&L4`|iEjG(vh zqw@cjyv?B`o|01N1VnM%?aeSe7dCF+#2cMtY#%2j>8op?c~cyQK~a6ajOSb3kKykZTk&$2Md9p|XO`aSB>! z-B-n43OK+X9y*j5%29h`@lP=7&V9W-T@#R%) zL@EK^k)q`s)H@ch5B|kK$$9o7#bC43~Q9ciBDJj(m_gN$54D(!BZg1fpOp?x$$2A4@k3?8sG`UDs(v647k z8GRtsyK)2X|E^v--Zl896M(zN(i&+$+)gkL_{tif5}FVUi9&roA9>_F`2WWiKJ<-; zA3OGszTGeUqxm0E;4hQ{Z$13_pZxH#g}<}-^~Y&~Lf+c$>jUrf)aVLQ zmN!M3;Tt%P(G%_kkA9_*;YDfW0@fo-19G410 zqM!j{gwz|F{CV!oGNY)XbVuh<#U&vc1oE7FlR%L=Y{LTqm9i44Am}QEjih3dd|(R{ zX>{Kf&?ux>Dy=#yqPpG1msC0u0r84{DLTmL>~wGL25tEXN+4t|T5^j;aAPt^Rya?S z-mwBjhM4$jyvwcC#mUig3T@ktjJ~kHq-%VwOU@bf4i4{DAj{p!Y>5@|rJ@U7)uLv! zgM_sR%hH2ugM32Cc1R|-|&f^4VTN{94 z{Lw1fx>?CCfKP(e0B#G6FI^v;6RJXj6-{vw*AN94rA#d@x&r&&84yLDVn10wrV3rZ zNNOY29Y)WYF`&Viwn!Yv#3DwHB7QcQ0oa`Zca$yQ$PuDp$d8p*WF+{OETaZ@N zR#DY7rMYzav62Tb91!iVPU27&tqGk87HL4g@Pp`zs#IR#WD-gnyW}ximu{`oOaN@@McT_@WvrUy;M`D~*R@vx(yVcC z4A=^#d>Xza$`26;mDZC5hJcN!8;+R88YBz|wJ%!BZc2tl`jOmclNLUqvJdWn(nc1r z4DxJbe$?7!>;Nr2I6n!y5R)8nv|(5G?tS7(V{74#9xX&i=9C|3RQuAbS5+i7Awgp} zh$T?f*6tt}en>dh!si)=RIr#&un(`JCSqSf<5sJ|5qV!xzYnN3s-}pcWDg;TY>ZZx zNHM$Qkdt_U!WETw;30+W(X>tAOgz5}Y@ENn3N8qnLn}b_R$V&g za|&iWk9j|y+!}rElk`V>=<;9awfk3hu(xl&{wI$fTUcKFrN41C4dKqR-3J1>u4qhZ z9!+*nk1EITA~K`x+9xBfqW#w7g7Ll%C&XMoBRo zPN_R!TNDMnCc71sfZq~~+}!fG$I=z0V$3*vq{xCx5D!Uf8}OIi)-}r-F*8({ z%_0H{czqv?vOd`hGNCdDiC{Me77}B_usSX{zF475EV7M>U@ZZVotOA zfvjeA0*nwD9N)wo0%I<(kU4PPY>c|)=wJ}I&;x7SvsfkKD1^eEm;Vu0ZQ?*U1tMr? zCpsT!$p~KrLd?$2@c<0--lJn%wx!8oM`_rBpoE0v=9r-zlC;Mj_jT2r z%b&I^_UR-51CZ`q7Y=_FVTk0s!##3nj*@BjiN06&CjEfnqkhpLc;@^ZIrBfftlr=0^M02p}eQR#FYS~!AS-^>}Hu3 zF(rlFe=x_baUpunHto+~Vx|;rg(a$TZ{r4I5#FP@Ls_qE>?FfyvU*D+2q#hL$*cx_ zHdTX?5I$H)cDv4i8fN~{95NZL9Tr&6%phl$o+dcTXkH*d2pUH3#$8jhPv%w;FaWgD zzMPrPI_PaBP1^Nv)o}e){D1N17C!X*{Lj&UM-(`sz!3$GC~!o9BMN-WDDd`+ufOsA z#}+Oxe&g@1qBX4cj0FA;@DQ!n+R}j8@6sx?8ikz`Z`*YAM4|C}V6&>*8C|WY#Weyq zw9`vg0Q!n3a^TqLTqJ{F7V^3-7^8ORM<{WLnV}`3j#O!93J93+puLLMNmO>Jp!{vF z13a_rQ5-*#ELJ{+uMH<&JYLD0&`?2}nG~3KzEo5NFS^e~T@92!t8VI+Fjuq}0>YgZ zlzB@XvGW$OD}cN{1?(8H`pID}bvr2iQiNw9z%9>ZRL*tPZ#z%~iEb0|K3j z3RqYdYO@v*;Byd=f0ap&e?;e=D@t0kQ|I?iwBxl2PEzBmTOyd$^kBmaG#6STx{JwB zW>z4dwZo*?G7N2xZR(gb@K*lCxnPfPqqgRed9SZZWK5xxz-lus_BNg6h&49fg6~&W zfAS^v6R%sZEIMCFMiDq{DC*GAAdRW8M9xs|Ao0DTV}&0rjbdLp7|2kU+CE*SD_Cn1 zZlauxLpzhz3RU#o0`|1D(W)0#$aWp3CY(8=?fq>wp$?7RB zpAO18bZM12xq~SIO=F`cFKg-T|K#;I{?@UDCllJ}E^wp+*?9AAPxOvL^B;F!2z`O18cN7pFaNFm}pd5YwT=2U1tR`jA_d@f@*iC81X%W z%Mn^8C;&guG3en<7U(v-=Y0@LQg|mqkgZH4z7p*cNP#)>0i3w0{GoFu7s^X1WWhZ(FLQ{39+;SB`IK5%A#Ax|Pua3S1=O7%#ZXj~| z4pxqV^Ohmulr2JRF3O?e!mcgkh?2**54mw;$}Blxl`^7p2||dtm{z|`(eifT_`}!# zJKVXhS0T@IlRTtfCw?s#VCqx<9tmQ>E5yg+FBu~r^Y6G!iD6{`D)5Bx&awNAX3m2E zI@mt^dd@0ms=Ap{NCKvGi|j+$Iuj1gVEncUYyM{q2UOY^I%T3oI?F;151y$c$%T66 zBWOAAd-xLz4}apX{f{4d=GgkTOzAoL&=Cc`{V4F}C*Sy)O>&YRU;Ks7%mUtA5L6UU zEFFx1dZwfJr$>MIGvAyGiqAiDih@)_t(DO^{G6vwKlb^wTw3L{&JB#RWrd#LJ97hB z(@)W*G$EOlYcm6nR;mpAgFpgm)GF7IqV|YI5zC7NZ)b5>RZY|a?(mAeTCc5A;;)Zy zPwydTTwVJ>E6(lL8BDyud&iHH63TCx;ww{t6H^_;O7TID9>V(lD{7s{aKc%ZB?e?r zbFLS-nC@mTQ9BmJ7wa*2^DG+hU{8-;yn8$vHG469P|9+ezyneAH2n=H*#DFiuCJb((p`()upe#_{Qr`99uY8{N>MHrry)a^aeH7FH9^>ccvR`L4`u9mvFO# zq2_*yE^&PH~ByF2;;uQgWbVmlBgB6jC*EfsQWpAfa*F>JUcATH47l{!H{|!)@f#j zx`h42cp^wq+|fs{!eNCX1wdkJmlHl|CS!_mw2Fl+9ez^ewD6LO7BM@4J*<|7Z7hcQ zFa!!9mirE|nEH1?d+`H6$*HTcag>*VN^d>eQKLk77{W zB00m`(2_5Kf&>v@JAhz7Mv#|0Bz_Pdq6Bte1P%iZHv=g^?m!>d+oK?Uf2IJOSl%#pki_KNko9*!#(7L?gL|GOz7O;CUw); zEeT2?VF2VZMhcx$wb8@$AY0^z-8gK~iLgpHZIbwN;+&2;lHr{DRd z|3I;2>KT$4M4E=yN(P6ABr!^$1b*k2ehohf66AM&=|9Z*j4lBMFh7zm;Cw{r8CI)B z{w3B3A6VDZX8Js5A5B5%`d7yHIh-C_Y~)HZK|XO>IQ=CH0L-X)C!es%gA#|5aBils z7g=VI0n`I}sr67C-3UxPO(mHN{7k8UIC==G+6ejQctZ9}9t(!lYeVX>by^Hw<$vB_ zMKz^Ez&kjZ9#(HO{@R=~H%WdV8;ne{ZPITz8pQ`b=*=iyEbVFE5TvJ~*y>W8n_J2O zpPJo_S#<2sh(H`sCEOa`9LzgU&2`NUHxGnMfYHgGVz)Pk2eh3-fU)_=?98jg814|m z){S)m!NLp4Ah|9)_MYuXCEuQvE3~{1DWmrUFY)7%f2fUXF}Gju%?=5uT}u8Qn^C8V zW3~F|XCFO0b7pC8`D;IYmx-^DrKOMKCXR8kp)Q(SX>FIcl0_QIK^A6@>{PZp?F2Uc|%XCp1fQM;qNiEbB@8kYrHW~@{d-_|-C zHSwQ@Glv3+Eum5#-7ukCZ68s%wecGCStWar(NGN&wN|zP$TqZu6XB2?kZb(Nh@o-D zlp&11V!~|Y!t;Z}5D;B;XB&ou%t{{oJg z$h_v1w2~K$)oSwucHM76TmteKz73wxpaR6feu@19o+vKlxpqW=`w_yA_m8cd1z9_~ zK@^-fMpc0{vkMEpQ2or>gELlxnCD$G$p3irQoG_W^$g&5;BWFGZdE-yF(xfl7#=l) z9xn*})%Hx5B6{8LyAIt(1bdZWM|QNeSRNZ~6H3L^kL` zw=`&LIGjmD;AI$~>v@{P7^kfqRlAD)nd2+qBgoEHhcytr9_K;k#=$l38yjvV9fh%_ z!99T-H?0T?mseuE8xE2*u4G_%nvm&eqzSY$YuhFFaE&FC0e2uWNhw8!=bGmQDbO z$qY?v!;Al_CH{Kz@Lp>(H{VOfyi_u#Hcd-f2OOt}yd_o*;n&Cr*gYgLqLJH>GjpJA zPZbbJ;tvcSYuN!3Qjhe+{bEfaekddICc50`jkz|#GDIC6csd(Z01I#?1Eoj}?*`vN ziXe4M-oOHJn{{k!lG5E)(pDVu-7G2lR)eRo+>n zbogMJ7+x@~#AL@$PTUziGHAEl3FT7vw#lX8ZM$~m&;A*M{d@MYevy6;#09O3M%`+4 z`{)xD^o?>LdW3a`hdU?>+!wlciSK!f5LKK9?R9h>Kv61}Fmv9MGINxBcDCTrX?MqV824njonky#cf^7ZYkBL9JX^U5Z6QB7_5~Hj>X)j;;5d6?1gS zA&5oO3$!KPO$i+e;jDnQR#iEr1oKtc=duA=!|@6h1*4=!oPa4SIUZbj)6P=_ro;eB zXu1H2ARtfp>xv2YnIM^_If+JHZ;)nbr8!a2E$hsUoe~LG_uvL?yP{@5q@7hahrG%H zv;bpXeYaqC)T5o48{tKb)cKJ^2pI8DZe;aw9+EiNOQ!Dl0tgRnT5K@^ z43kp_M`&;3$(R~KwcspN3K4q{_~1T2cE7VY{+q~kDFPtM6&+e_y#cM)RO8#~)aI=y zNBxN6>@aBZ2FkP+$P=L6mGCnQrky%=(OiEa%?maij zodV#qd!*Y4uLm)9rX^P(U6)_f#rQ#f-vAcH!tn;m&MCu$O-Zlc*={u{H+G44yMi2@ z$gyg*q4@9+ozN(-W!T#XK5 zP?Ir%d#8n;Du!$*6}D_3U7FWUr*0Kv-0 z@nLCMNkNT4R>;)3BZLDr&x(hK8~heJaGY_zBool*_S_!n)E`@yrHz*a4kEp#W><0{ z#x%FDn^Q$pW#)RcgD8+IgrOk5N8h}f@Cg4PaR6rH0TP)4u;~{^Nq3CG5Z4%@!Yij> zWOx&o2|UOAcy((!*-Lr}NBAl`X8%lnjTK)z%m@B7cuNP-E9`dZS(wTZW0YfI*M&shZt8xtmEPI?$lk&CAbn6Zm_+%5lg`Rw~ zs2tqAZg;s-zbME}Mqn*e>r5f|IW$G)NeisTXmFXGcK7(0*((*}&$5#wgcxg2a_4oY zx)ZtV@08NCpc8Ntr0@cgIwS5+L^x87f*UHDudq85?@Y+7WQU+Z zbwg0bxNWubosXN#Em<<9#*lj%%~^txl9z)m!79&(1eOUNE{9BuEst@gONvy!Y}?g3 zBb^S=tG{~ORlo7H_dTg>jt&C1}u*XIiP6ZA}6okvOu#NZPd*)PM7dsSaRUBkE;T%4T^c!i& z#^p^O;xSh-#AZ(ZqEisjPqsitb0597~^N?+l7fce`aPS%o04`F5qm#(R#2iaC269)` zA-vHrTi2|2E5}*61sTutU0c=5ik&gr#0=+3-b@ZV3#`f>e%!t3*-#>h@tPl81+^iN z0>jFjF1|X$P(kd4Bhosl%RT1ql<2et3ZJyC>r{xlEa#5bDAV{NQw02sTWWSMnF^g+ zG0mAqj#THi?_m&w|D5a4MeqFlwOUwmgw=;j(Nwf&~;X5#{og?a^-SX;C8Wk zyH<`e)%(iVCLKwn~a|tmcd`)ZE$g zFq=B?|tda($6oy`}wLCB}eRlbo-YPo}Sj%*zA?T ztNU;vd}IN`?&gKFKU&@2nUeOUcUrn6%4FmMZ;~90|G4kj*Kp$EcHRUcOyO*zcDEzA z?kSWAmJ>X+axz{qCYDdJPnV27@|OOPlH#OePIFP9eC-Is?4Ei+x8QDGY!)WolF`cS zty&)QLs_$1{kf{cNOfR@BDLmr47S}cpOfT>h`kWL3ZbKA=mya-Q(_c`QjwP`*e-Vc zZJ$Bnr6X{;YMLDNqUA=3Cq=ava>?#hLJZ4H0kpD)y9zliA0~JfmAhM0PKR~VWXcYy z(U=o{b(iD*A%4K*S!bh;OOkt_Ujm1Y(VYG$9ygJl3GG-&UzG0Zv5#q+G#y+=)kqP^ zWJ=39gxt({x-2{YEG=jnXFin0{2wbZ&u*DogFNJt>CThi`taoRZ~s~T_0FGs^qV)%Ed9*# z_rAJTZqLiR*qbOVYv@WKG7r9&3dnt+(Z^jvAr@b;Cj)+$2QPwsxo0<(ntZ zZd?BA17*$NJjEBMHO?==HEM=;RF_$f6XnpOpsKfWn%u7Ffm0N_aztQj9@`+fi^XXd zH|-8@-1I>68D~k#psEtb%qTrM7{m7Q>`SBZ>(|GymJ)Yib!N;_BE_}NOUVmjwuS4% zz0XyTqMRkLkj`SR9J?f(Fp)`sCxV=@IshE!L8YMS8GEcq%V3qNB44O>!D@}xfMRcG zW;Ihieu9b%l`{Yf+p0&(%KlPbUdNq=hSK%{MF;~0McQ$38$MQ_)Mb3(Qqnb2DT6+$ zQ;tz)#49B!AC@jrdrqiV)xh(GS%#RKoFVXn3ys|AyGMW}qnMWo?gMCwYD+xAXgY`d zS1H@O=%i8o@ve3S?K(Vyp$ntopU*e++3GPaA}};|i>X1U^k|S?D3~L*NG&^zNyguS zjin(d3z@5G;$JDXWj1a%wj<@a5Aa&94xSriI+GFZ+kBW3>aeVfJ&VWoZ1Zn0sE&%H zQ5wljFZ6Y*<)$W{fdK{^tkpJ$m>5L*py9OgxS(ZH1gzI2MPpV8;t&NuNq0b-xs<8F zj4x7jRHh`ac4m$gH7M#_`EkC)k7$5y@glD`$4T}H?YY}Ckp(JNn@Hx_CINh`NrBa~ z?<_s~oAgw8e))ShUSpzA*7Fx9%j@Img~4BX>j(7V3Sh4^27+4`yJsj}l!;jTymf1M zI}=G^mZ;^T$UARb@yA$RA@g)1M$M5faR}}1aDYS%ZU|G6Ah-y{V6yrftYqkxfSSXV zN^ad6r#NxoBcuV2?dD)*S;vHQ^aL9F?6L|wQ{dWoYly4wCKd)l&9X!fVn^e!t@42d zMMkuK$XZ24#yF5n%C&aMi^g^~v_Nog;yBu0iIg~+7Gwf};D_NF1zb zL8W9qr2aOGH}mu$T?_OZO*U~8WEyejiEw}qO#f*lm5b&3&~y-@cFn(63CM3u?5-mt zfNor4cR?4A160Yl3Kz(Of1~j|hZHGPgiN_?@#ma7%Q#^b^Rb`Q-e&$)G|vx?j`iAk zx_0BNVZq@|#QgNI_zQzyHumCxWr$6*`N2YUQXdmtN{;fT8IRuL8!Na^1C4 zMin^If`wpRk(AHE8rCh!%5qeK)U<8j9OgjM5!w0nZJ&)gSpR9ppMf(UGU0*^yvv|F zT_nhKhsJMBnow@o#o1;B)r{b|EVy{nD<}sw=n@}iqI7*;qQ1PGY-`oG@g8z(k?p#Q zQTu^E`p=?W{P4c>wSVW)Z$1$D{hbFdP2aFtA-*S^e}{uxdJ??%Zh!H@$A9xj6pt?n z(@_c#!P2vr=%)sh_1Ww!niAZO$EF3lV9Pg&+_$6-f!Z0Wi|f~wiO=f=dJMAHZ0tIP z|Hugw^m8)dFkFy|&PozU%Fxd7uI?Qe>1>-V3R!|s90D*fj$fcc*LW$C^(%P65#J1r z|LKigA=tJMi6xwD4(C&3m6Vi+=k+l;v_IikA-R*k9zBKOJMy%~eJ_Y-QM|1n&GH-G%h(lg87`^C%L7VEU&BVn!X+fs+O&HX5x zHolCDo6vbA!XeRfAvCthxN>3;j0qm$o+`I!_*2mhdoBg zE7rV1(4btv=-J1+91PQ;51}mKi?TQ*dH5EQYE;z4Mokbfg)H$pDC`Oowq>E7L7O7# zC?xiZc6CS!xA_%JspidMsv=~TPl2>eN>`l_&RkcsaL9;NGlPD{&4nH+Qb#NY;tnmx z1)g`FwJ$lj24a{FQTRAl)m*Hd@Z!s*kdw#`5-B*LC0#c)jxJYWLR&soZt$iIWn79a zAa?`qS;7A)Jz5_cg4cUfPLik930B2}Z34@9A+d*(!aPpy8Mw?IdMBkg2GLUQ=hZDJ zxKB!zQKYmQP;sE5eZr~wd#&Rr`KA|{sd{%eHfP~&UM5xXJBziXLu=I7>i;*FKKg$@x%tC;w=Pz; zpumCx3kobKu%N(#0t*WKzEa@rKlm>!*g_Jxi}EH%~IGRv^$%9j_&?MgO@CljX~c7cN=TiA7= z#{valniTY6iRmaYB5{Sx2n{vTq*0Seo0#t7dV{c%r{+1CZjorh?|`h+{~AlC+4M2Q zO2todpo(<9DY983YCMTRbdq_Z*PHdIrS}jAsQK5+E-R-ozsJ-U60_eH9@iaUxIsJA zz!TGWs`?GI3EK+ajgo5@Y7EJhfZ6{tk3@n^p{q_+;6%+2C`Q z@=yS8KDutk-s77Q@t))rmTQ)>Ar-bolU!G%>_qTO0dILC8G4pUekU?+uvo3SCnj=Y!Cbk|X zB0tE%h5j%AP=`4y$zBd%DLG2`{n8g&^n`5Xvp8m~t6v{tRbC_M45(Dn>&Ve^{5ZqR zVRVYG;2g?NUjb?qmtjjRXWxT@FY}cMDC_rV7ayPJDCJPH_A&cXX9Hu_q36&+v#*sc z%Gtb6#~4oVIZX67pl&R6EMz)Fxe=CJ5H}7n+&v6#R=tAzZH4sY6ysZx!E*z~v6K;X?3J1OA8&(&d&S<7xdgiz)PSPy3H5RNOP zOgX8D3#7b*g9?uA5HORcp8ARPeDJ*Pkdq;WrMvq9f1Z5mV_bzFeEP?hp8kjY&*IO5 z0t*T(D6pWwf&vQ)EGV#`z=8sQa4GQc`lG*fTNClopIfJs1}Olj&no0U@tIFQ_qk7X zy*Srft$VE9iV^B3h}R$%N(^{kU%B74u(^kqfILwOF>Q1Avn8hg;e<|5A~&c)8| zlIwJC;4HG8fL=4+YlZ$>yQTwKD`uRxBQyKGM&RB^b@Q@i;muixN6N}r+e+v)A&!k( zV4p&x!1lC2^5Iw?qQ>YO^h0ckB~G*DCHga{@YqTVZqJm8uqyO~PsusOS%Y0HXd?$h zGFxsHzZJBHKW8&aDq?EOEQC|{l=C{*cBcbY`YWi=HABoQtrv@%2-7qYS;b~(^f+>alP({SUnDrzu zBttSB)iX#-DFhIv&!978FR*G71N5+%4~d`i^mdT9L$XRLw7WuCD9lryVfi!M&xZ8- zHCGDSx@kPN0d82I{OopB#|)W0{45`40bC z{8><7L4gGY78Lklp}^Z`AAKLh!p-IH{`_mBeN-yte(OxPo|wh6gX=&+4OhteMZrx5 z8BO<6qxDP$9*IGa#c4xkFG_AW@S1~dh@y$=STy`FZ5tsRtx@lJyZ#1Ichh^~rh$LM+FwjXdkZ zWv}=WbK(K?vIc9zY@WW?t2z-~QFo-FGwYP?EjrQBVFz*i6q;K_I8^#L)cM&a#%5n;}%qTFi zEh2|@3KLSzZ4Vn*Yj5_i@lt^+>{af3lkDscHgrm!542L76et>Kuo1e5Ddk( zVF}=Kq)C(?eQakKnzE`X$+Je};iV4dvY~Yp1?N<=;4Cpv#hogQ+VM8SlQPQ^T8PkS zjoKk3GuM~Njwdg?{ih#&f91^5jpgtD;@w-XT)(mQ+S>WSEfY@f^8QWr`WIo7*C~*C zMzD@w`}bcNf^rF*yR9C*{Bcv{9>x;B9T;3noKOJz*w4YGkYqs>ieFknrC@V7x55nM**h zlE}q~5xBVr$%HIdUtS&D5-oxej6N&G4E;_x{1hc17MRUBke?<(rUQ0n+#NQX+FFxX zA?8eM(~S`|od!Y!j92?k>NqpFIKn8C*J~6doMsnhH<06F@#Y9flbu}20tEn-^mAFd ztf;`J6<`t~Y;#WrzN-a9n9rIeXJ0swoODa}?86pe>_m(UGk4;gw4^T^o>}cTIGYY> z(DQ>Wqb+ox1cs4A^7|UOOt_hT4hE(6Ma-9AGlY)=7%3JvYw1DK0n%bnFxfp9_Kn=3 z%rGp}ZMie_RipH@xAezhGVKeN<$1$hAQGCtqWmPYiX3bS{6uNVd52QtRuF*f=1`~G zsVCQPqNW;FXY5O)qwZ5h;%Lg9d*bu~i zFu1sqX>w{g0M--%g~N5epY#o$6aAB~>E==zlLTNFX`<4H6b0!ngImhIQJik2EOBps zPMt>#`hxYBEpwzi6S)9L3~9VXX9ZIBJ;ZY|$Z7I>dKqDfFj-fiunO^@~tuf;IqyHBdL96-vqFn z0R;JQ%WRrrMv#;05Ep+BQ`5yu-NaQI=75Qiun;`3h_LYlNk`R-%1AHW6`fs@0SDUn z|A#;D*3yS2Pyd4tytVwZKP+nRzx?a?<&%fM{)sb7&n>_G(=S&J&qWHLP-vbVT=~+4 zkN=i^G`@c~(ud8XUvh&u;2&q-^TH}rxyDNBBSax6**d-s4H}m{?#`Ci=d>W6FA|6(kd`XeMJ3u$PC*qkk(Gth0>qrQAe zykQa}if@Ycf}4EhuxqD#BliL=S(z1j@V&YrNg=BOe)V>$#TA);>*n}iTv?{j;-w)C zqjYn^639As9$nUo&#J@U+9heNt|YCg+*Cd2sVVLEpQ%V5^ zJrYj@zPviuM^)1g8V5i>bfW5<$D~|WpNM8iT38UlFm*X1ReI&+8ND~M98D^M-O58s z?!<|+I<%b=zTghngd=N)>(Di7h+*zUFURb|5c?XA zDy-d`D2!4K@ZTVEV@4E2Wo#~p$wXi*3^{i^Nvwz>xjzaY^XU<2O?1`PB*C@=h3j{{ zu%t`-xPtE-0E@t_p+H#iMgee@yF!^Q&XtBHIgg=Dhm(N{5mggKgnHeA0m*%Nh;mL< zZ>@7nlx2M!Y)-oIVB=bo2qvEEXsmg34>g6tW$btY5^M~ed0RRD*{VX7i;}p>MpA~4 z%REY9o7kYe*sWLccq$*DYrpW#Cm#O#&Y7h@wfrl4U7YR0;0FL&y!C@Co=CJSROMzH zvfrL}Hbmy_#QIf;bAl{q)8spY4P63r;|H`^UqGzyj~)czMvj9cPRB#yAW50#MrYr2 zpygW+Fbv@gB)>)|JDKBSAGPLaX<4tCL18%b+K@ln8X0SWe}?nZpf5u309%J?iY04D zJJYw1m;sUq=a)ZbdmkIMdo zLQ&ZJ5V`3*a;6J(91K?WAYxqd>OW9U`Z#A5nTC8xCj@3XW(bDP>wS=Ap}?#e#@tS;|Bl4^*l#!r`6F%RrR5=Y0xerddAWVSSRxNN?L7cBf; zL92I056Hr`T$cy52zEWi76#L|gyW?1tpCDk9++E71!OhR12O3ltr!;rLlj+m6354+ zs?wB5_jDgkd_TY8P8N2E1?uqded#|#T1UR4v-9iOM;Urz3qgW&h<{VgnQF6}w~)&0 zH_y8)Y_9zr!Voyn0leJUqmajQ;RZUyc^a8jI4KAt$vZmfy}*cz@2b7uh#Ga>h+Ktv z8w+!Rc?H-(`|$1o=TG3_L79j*&w~{X2t)zy4!NqQCGgiQ0tB z4|Xp+qiy=P|IT$@o^JyNEbn#z3bgsUb5l4~u$xW>gRB9~HT@r46S=Fo)qpJ@asQ!j z9+I%2h(k{i6U2eAsc>7?;K5mm6t4$s)Eq|rnGDHS*h9oWuR?HbT=uzn6zfiV9V{f^ z6^y**uh3m7L(Kua6OS?Hn#lp616b@BOi~uQH8^{@BE1iMH{f9a1;HNGoUMst3;Lsc zzyVxImVqlF>gq#tbzGQ?EtsH=uwZzHTVG~pQnG;FHqL&BQP3T2<_Mc^v&N>I$f`0Y za8R~Xc<&Xw#Rg-AZxM{Akzmw@hRwinNg{n`Q~M17XmoYSH)ghXD9YPRtiujcFT~dy zKUgb9R|0Z^@YThLg`$CA$YJ2?NXv$(1mktkFyMY1WHvI~4y4So5iPXej4u<^9pz0N^x!2vZ2C&2G^hSB%2Hm7PW=a)4C`r-x z*r=L3iYL#?k6cfgbE|xa@-3W{7%Me}_#kuIYyMtnVv3A-zaVkDU1K`fS%x++BYH$^ z+J^*12>!BD0gEoICeB+c@K7zQi6PB>=v?N+KNw|?(}dQEu(wKzjnw<>ObY)Z_Wy^@ zd}8U$CqDY6k9_-Ieye#g!vzHv6j)GTL4n^#3VdzjTR*R-@|%C;<^v)cTUggG8_a)s zv@^Nz@lq)t`?1~?0a25s=dFE+J=X_*15lXAB(a^Bu+9gsjW+a=7~;nLqCpRyU1@xC zHG$}5xPu-H)@bQ;g1O6!1#YOS`3jc)>+!c=uGUE?AT1)Ly5Jb&7!Hu%uxLq&xtBo_21b`d1tyYmlO6>UE)-xkXO`BN-~GbNQ)(p# z*RNl1!8JS}>;p8qG=yL{(~ieom~9OM9>ueN!;Fk1VK?n8yKdvJ=9`krqIKbf+7xmh z-{E)zqlG;~L+?vu&t8QqaF1NXA~2hI)(uTJCzRdB)@YybMH)xZlFSaBJ8BH9~aD2ZIvfV4~KmdL2in;@%lTyflXJUNUXraL3D(f8O(XOlTy~A89tMz(8M8l~Kf8UOUBbJ^ z>v-#M#63s{k(0TvI0YVnP1V1v*#_D#PEt~y*_^J*Jy2f;!xGQMhk?cOivBO&BoCcD zonj+)&NA-UKT(y79MI7{H60-gk9Ab8bz`&$rLY?PUE;Z=ciPxgr*xy(Go8Dg6Gl*c0XEP&j((XW2DS~n29a5N`<{phmQ6a|g-`eh$vHZzaj&y)3F~4Aw3DtC zu0sb2GbHS^CN4cYo~aaC~*RdlhSr`0jB3!r;gM{!?E#`fD!+ ztw8c#1?v*Ce7HaS3jdknkzsgUQbAp)D8^{;Wy1CB?v(>N!j-A!*Peeaz2rwQFha8I zsY-cflN$^m^fK3ksFzMbw&V(C@;x@_>Q($Xq3YG?1DH>ch^lgTXyn!Y18O2@UqU*E zHa;tPk+Z;3crTur&ba1zzCxc$E4w#s)WzyYQH1Hyw`M z#oh5MCZen*ORjqjLNIH%jJ>%-FD(9Z$qWcuJ+|pm+E55~(5A*1Y(4Ay4A&;aw?5uqJxf|5yvis!0^zOB$^NRKD_i6x<&=gv6`R+yStuMbhGXj+ z;)}`RDQP{}sS|OUbKYkPSxFMm+Ok`abN7Uu03$N;7E#yN1990RQivyywo?E9p(oBP zJ#prv|L2oG`TM9-E?q~R*OF@XD*^D282gYW&7+R(~x<&nC7p_WEXVKrmq`(| z#oj9hj%F84bKh&RwRx`lHJEzec5aB=5P=An!C8f=LduOS~*1Q zWBouLY{FwAl9@KSAydp3$jvXJ(6 z&;5nVW*t?>8!hvjxN!9XV8aPKnMC2x`a;Stf-;J|Z0pW>Rv=~8F<8UB5=chk-!*Xwuf>grwj9^m+f>jpY=GxWaM5{LDEpF~v-e%q-e}Vn>{CO@7I$ z2LX>1$k-eK$JW0RZbgVNBjRfs^)vv+n2tH2F{WYNxCm;I_d6jW=~i)7`L$AW!ESeR zmLX4@9;bqsr_2I926373>9UeNiOua%jLy+^_UyrYcL0vY%y?L1hDI0>IkMe#+$T(Q z@FF$vG!nt!c#Y-il9`*MDm!^R6=t)|B$)gJ{t5K%+pJN29p_R@TSA7Eoalt3GcwzI zXq32pkE8J>wkw9h0S0v+p*^A_bCNvF-qnSH+>c4<$)U(P+uP!+RTKW^uuRZ3qHEY< zWnP%T#OAh6rJiq1bgql!7C>=Qxsy{&fD?Jb|8@J(@~V7AdE1RnR2JAmGkVBQnGC)d zb9k2|P2-0=>$V~SYYr{px9m%gb-arl6Wu0=pk(Th%rG29c* zZrNCiJR*;G1e<5xGH%VDQnEmSV~uS2ODv_B@5)zkQAW|KoWtT*Rv#znr~ zvJ4L7RyLZ9uF6+%XZ!X>E$VIJzBymrl$lPXDbkqf7{>=(K-R$R1Mc6`U%!85X=VA_ zJJlzFbb!i~pIjJx>kCJJ_3uA*3n^adhQ!G&I%6dyq+!18;*WDatzoURruI#oHO{M4 z=r2SLN6slsPn!&m1BoUZc$_LSo+aW-(;rbaDu~eyMlNe~h&|fKZ?PBrsK>F^fQR4+ zo((KRS>Dvq?RqpOB|w}i%T5*&?iL18f{K>8XZKsi4Mm|Nzrmg5t(AzfYmmGfe4YWw z^AU_5jYUtBr-3`A0^f`foI$>%VY`Zfnk{u;q0{dER<1wTt8Q%G zKx|F$&EPj_btO!pccW5r$LZXsa}2D}6_7EP^Dy6>hkZ}=%A?k$XTVGE#Whu(Dpm_j zf?LEHjoyR90S${lIUCNL9;Cs0ldjQ?92$2%lVLBXhwL+cL{uNFdtCx_X*D-#??F;i z8b84i0&-?V9C|oR8JO246ZJ(XlI>%rXo4cx`GY&&(E*J&#&e2~Lz#tFJV}fVwV=`2 zjmiGd)-JVC#iYdiIc3;y5opI&zqGx)^zakQ?`~qNsEb`fD=-^8wX`USRUkC@3|&` z&t&Do$N!P7aQ}CD$zt(kyuo@BxzWD>1Ea$KIGKAhWU8hX&V2z}K!w5}E&e9crwcBN zN^yKM^Mg{UGDXcQ4Fs*=EFq-UQ+Eyj2_cqxJI(=f?JK$|a1wzrUd9k13sX>eid;~V z8R@PyClm_X>Yd5QEH9^!Sea2 zRP{kZE-4;Xh0;e6&rHR;D!Ekzi%^ad-mM^AYMC}@kD=x29nd_)yvS7s+; ztK0KRzlatX?(%z~rM9A}@s&MOKE-%2qsg}{Ylz#gnGa(B65m7tPu2?T#wRxUcJ`pm zosMTenN6OYJit+~`puUg{n99+;8(_Thwyzw!E^sKQLtWx8S3^gYqlW@eh^Rd`-*~# z6vmHEQs#r;NK5Q49b2O_Zd%+Jq%N_FE^`3bhGt%9rWnvHQ;UH1R`ro!6KTQLVZ~P> zP)KILd&ewyhGXwdqX^q`qAGEpJ>KTz+@nH^6GZKX{+;uHfW;bubJq?a@O#h ztj3{=O@+9_vqOq?JEQEY{)K+wU5yFIiNVl|XLqe@gK#k}cT=P^uU{T(C zFxe&LiCJKD~o0V0J0i)fAUWwU9tnKb`Hf~n&QZJK9EwK*$cNK1rZ4^he6|T-T zjO<&w<}h!LNy|wOIX1RCs_{3w{)6EgPzsT@q06<^RCy?_yQRu0Gjec8;ps6MEnKgk z6=%Ct#sA(sQa}~5p0!Pi{|+9M4IaKJD2?C!G@Fe?h47kHkR0ZhQap%z!b!vr46(AY zfb}p7JW_eG+2Jc(B6t_Mm->SDz)N&OxZf~XcsscQXB!+OJX&dRXS<>X7f6ZfKII(c zso*$=TO%wg$4n{E3S{s?Ap|QI4jSq*tFZ~#+b^`i`?-#}bF4(L>)@H*T8d{@t&>20+H%c=tTT6l9Q~Q(PmS z7^UJCzo0$a7uPO4({NzYuk8jwqCL!T?PN^V`g9}ngrA(-yxF2V!k&YKsev~b6eMl%)5s8)KuMD&r@&HS zu{_qw05V^P6p#B2jUd`?ADintWG6NDnB7kX%?1V}WDp7n4wOl;CsK0ZlAUD-tN}G} zdz_Uij#%_hOg=SB6QAsUMKa=K0%`=FVrA3x|L$!6_dx8J!ec3liL00z9gjWtoRuvQ zsXS#hPWMZ=6*m#qA}Pf6ol^R%TVszQ6T}BqbHk@X z67vV#VTzD!)NE*P-VDyzu7z9?Fs~cn4{Dz}ve0KBRbZTV=H5rxI zcX`C*_l9jNo8JUSN){nLd_LpK9w$C0i(`K{9j$)-`A2`_3ul%tEr09T_ve!rN}Sh~ zGEeU+9na1cOR?+vBI7HB0%KDDws(=mp&9dbbF}cAY)c^*2ck)9e^~@6QD;Lytj&zi z5)RlQEN4@|@Ie)%L!?byV3Bz)6tAczWThxVWBjrf{K+eRK34%<@ys~ds)83WKP`B{ zg)@H$#AQ9?sT1*nBj_<;Yl7~ugUu@MFun1d7IARhHa|^2-MHGF4^S=nC=Z9#_Z+`N( zKXGR1$CrQgQ|q&Cz8B6`QPY*a?Zjjgp_HDjcMv<#-l{9DE+*@gVAB+n@|+Jm!k&GiKvh?Wt53 zR3vH@2D6<+uV!10zirl)8DASBumJ-p^NbHMb>>Ho9P_g4hyq8S?R=UMZur1fSAtQk z#k_5GMeq3rFIB%_fu&2tt;}y-@!8vf<+&-|ob)(L8d|m!x==t!adc58II!lGiLA!0 z-aApfHBU%giIwynu1#{T4Z(Ik=ST$8Y9ml4)D;p-dHecrpR0oE8@q3* z@{BDoMJ!lRH+b$m$o=EP74=t~^cM#Ig~^X!Xtnbg6<8;OHE`}R@r;;_;NliJ;zoXD zI5zZa^<_*9BVa9fowb#iYdMbac2!Lm3*03+o=~!O$U!>M!h8xUMK0 zP1#|i#KS+PJXh;a&|iyPi7F-f(2WScW(RVh?g3=3m?c$noXo*4$2R;JOzwkEK%qxu2Qc3zl;#W2 z+qp*%H9--LW|j`QL#|?(r~seNNtLP|?#wqn@4ku@(3$ZT!gx$8`oqX`^&+*3?r33g zHpQ8ERdCjr1N$~#C5R3Ut9SL??zK z_kz6CZEo=45{|dY6z$`}pB~w=M%g>qp~Ua3*E(n3Bhv&)SNx(dTK(*Q_27x6Pc6T2 zkwgo4k17lp>$4Z0iP?GQMd*MXe383&ul??(Na3q*|HOa&sWVH@EWi6x7e}N0w*YP2 zxbRF4`Y&AP_7}ykQUF*1mrub67Jz4xTRBDqsZcb`EkSZ&ZIJD1(!2M~p(*B^Te2*$ zu#ACmZuSL#n@pp7G{67 zDu`j-Nr|M8AgXTdAV|73A+XXin{0t3fJD4P#ix?p4an&^pI2RAVKgp>r;a!HWG;HP zwwG8^MW5F;2;I?g`m>RDI(FC?MZ%1bOzc+tW|@!Y*Vj30#>o4Zn{my4mz~2`%)6GZ z`YHmTr?Y|w7>Cs)0xWgugN|zgTZ&DA^@yG`JO`P}G=QnR!BGTW0zVldneT5QPNble z)$*siof6lzC)1o;2-G@|2q-V-mWHh;vL|eg;@I=d;QANI`5~|8qObVlv$0TOe6#~) z=>($0C0`Eof%w7CrY{}nf}KyyUpHev_`>atSM@MfmH2LETj9@sn{wl+M{#Azn9SlD z>Er=$JeLVUB!b(_0SrfuX|FN!LAH2?U`p&2>$+bDlOJ}GT7t$YS+DWmm?~^hS?3r( z44%)Rp+}44EVv{+X|QILRGZ>O3@R*(kt~JF5ftw9-$g4TwM}#ms51q z=jR3OT&N100*5}mLoKo;vmwg~xE|@Ft z*&?=&>ZP)TPkdtOiBEiV`6HkGA+pmKOIc80L4gGYelIBSji+MA4SXlLF}Sl(>%^u(LD-;sn}UA4X|LcFE=qJp z^rCeIzvg_UiyGcgQ^}k_E8tQ^U)5SERTS-}s>_nI%l(hx^GQBLb{-mhriIgxve2(= zRjSF=w>W?KlaWdbhQin+%6oeUQK|MaWt*;!`x@HY|ut>V*?PlNLa5K;+K(0H}st}MyWZ-t?wPZrm%bX20LydMB7+xnU;i0UIa97OxE0E zoE$+dWtNm{i}VBZnKTv|e_b1NekCs&+z%52VkuvcW1ZQGc*1Pc>X8`6%w32V9~mP6 zdBfoJD}EHI*BVNA1d99b2~cymv-h$-o7yiIzr* zhJLZH(8LM&GcFl^M__k-Ou*~p!G*z}tvra;%c~?;JpWn1JxaFcLeomtdBYaww!BGx zgPBBAJl5F2Rq4In!p@(I5zntY8Tu}qkY6?cP{7;-$NQ}GHm%zw|AhqZ~)**Sx! z2)5w}@&Gz9L>8Cu@o?oncz-0#+{4es3d--|vTjd7D8xV~8t%2iEna)Z=te_kwdV|4 z)#lf0gK#7vfpss~gXZG!WIWZv1(8Le4W4XlL_dKfZ%GxCkvw8Fo(qE(e{;^R+K|!` z$_?!yubx2|tmBsz6{ z_3CQF|9fibiKjmLCqDAu{$41{i!l}ySWsX=fq&H~@b=}e{fHQV@BaKelGyr%XKcjz zTi^2zdJlwHQ>`#JN+-dVpWz1@LR7mdfG?ievacdnHHw%JXI@}exP$K1HL6LHi#wMg zfMH(QCIS+&!Pq{S3!il#L6Q0-TFn^c|G|-#r})k49-YcJ^D;zRLij83>$b^8*Gz01T*7;f;!=jJdIDh$l5~u)VG`cb%K~m#kk2~I z9Q8jxJl@dfk}wHIG&^=}%;kTTkPpg{?(_mQ;^Kx_(MN2tJVZw)O-fX;v;mCi$=l*C zmY1Yz!^wtnq}V)_U4#uJ%zZ=HGHv8>TxabNwDVF0E|V!mkha>qhBk!0nQo;cHRAwA z@f89qni0+RGPRPF-Y9xKB^%!~Z5D;(6#YtTDHeh{@}HkK8V{P5exlll+UM+i#|737 zGG)`$NJ;`4NnH5WO4!viQ;m{F5A{v0xsEG^&XkWd^b0?5%RW-Dae(YdQb#w(SQb>; z@Ry7~8y@u!nnEVW-&9Q_c*wieAj%(}%E)aBa`6c2?C6DWT>jc0KeP0SSfjCo#EZXS&6lSlFC{^0ItvX5r~ z*4pPQ4VJ%#JsuGq*XDEKo!7+J7|Ab`W$!YVZJHa@W?D|qu6ApxO<)Qg{yrSCg*%7C z&ueO(UBD@GH?&Vj2wL@K18swwl2isLQw9|^C%0c3zu|Z`hXh}BjyVr}sG{$~{i%E1 zAG{M-uhw#jq-0L~#a(`lH*f}R)!H|BTH#VK=ioPL%u@oP#n7aI?N_PB4ihKD4i7a% zdfWv2OrGg_!kHmWy@^P-F6Rsp`AY>x&4feNyIVST?c&c@kT9+A< zuC;R_I=%9eO~9)N5*?KH%`eJpl|7;FgxxqvX1Akt?txjii4F4PGflIelE1^wd%osf zQ20VzL-YM;RE7tz+{diZJEf&oX8Tx43sAFVanqW);!ZMCq(sArUwwPyYqaC|vE}c5 zvYn$2uH<$DV??692^A{AVxs#4Qcg}EB!nwzj_`is>N5^O3Q;Ljd@H^H(%+Q46f%$$ zi%iV4NvbRd@)43tUzbkXH17}wg2sSKb%FC-Fnf)4?1}}mU_HYFx+K$4%@JI8d;FjFxwIJtvU_kn#gN;({zE|`Lk}7!@Sn`dPCOPQdR*wmf z8R&iAmR`201Vc0V*Cqt-omJ)lV>mdc)vQDpfFw!1N3rZSNmDc{Fq6ZhMfU1$fC>Ea z%xNLdBD-iZfbe0A-V+5SHie2aWvsH9s_UlT=Or8XPGA*ws6IE|(9bUN!6rKnobRd7 zKZBWo-c5Y%ghHXgrC>R<92AoriI6-1%L4;C&O;WD>jbf@PY-!ENj4wZ)2K1bLgJ*Y z4&rE*gv)8xp9;UwH_^w0sm*ue_#rG{bC2$PSR)`dN?rMY-Ghh`f#D8DJXOB|a&v4C z1B#(8CRC((=PvVAQE6_n@NXq5WL%pVcQ>6`3iAyoJ0(l`)nnqi=N*)3=_)z%sA+s9 zskiS3k9${g#M!DSnMY3SOI!+&r->Cv3It(W%c{E@eQ zaP>E5t*N{|TLC7Clvu(P|_J@SVPiL+Pa&%Glm! zZf^LKS18sMeg{=11xP_*LQmjT6!6xad2RRbt--A^<6gC}plNDoFtpcl5RBWVu*J$g z+~S_^Yz1|e)I+1U@@1QoSP`0gQm5=i(-UZq{~eCs?QESY*e-4p!c!@`ey)O|mts(S9Z5)~ASO_Ef7vNdmg6 zlG6M%tGw{e2Os_Qf9=fDk1l_2_wx9d|94>^TmQ%}-eu|5x3MIU3dxBj;wtY0^0j06 z_YRG#{CkFNw15 zftv$yjH6*vvJlY?WYIw2<8|b>GgyfE6<1|}nHvm2v19YOkb9J{vL*Vv2OAiA{Ou6P z{QSkDp!y50SpOnEK4bvI@(|Cd_8B6=$Skvs-wK|HI?qwU>mr4Bu|Lu$6*rfbYU&E0 zMbf->%z)tV>np>oN<;5hpG?ZcEes$=W*FULA)I~_n$mkvH3v1LIVu8M$hrr$10EhI ziOaa$QiY_?3Si9SO=M$RNe{-kE!AsEeO@-kH}*uGYl&1|Ij1ej9g4s9ne|K(SD%I; zzD4Ie#JL2uwy7lG$&Sx?EQK>=k7lzQ7sPczGqb%c0#fuILyY$xkt6<94n+DT<`^;J zF+~FAO0f4jTlh5#i!qczAztdq3qTD9B2$f-MV3^q0%PC^#&yFOra+v-8OW|8VFUqz z_q45#Fh9*yJ2$8^XD5ZuVaNB1P}4&*o^&QyWX4QPuQHNe2@a`J3F+A!9w^Fl14zp_ zzAU(sOUNg%DM$f+*foTsva(B+DIyKOmrm)`uMHmk^{3A)-CBNoeA8kf-do#vFqxbu zgRyf&-NlEmq1;vfDIt{D;VG-@02jpLf(z2wjtb^>GWguebIZxw{c}4>ibz*y_3tO3NQ7Kyn=I>vl@?YepNez zxXD}Pm3H!c2|ohz1NtXgb6she>%AKTG)vn!;$)#M6H*~-rJje&NbRBX9s@ghA`)iz z8ecpNtS2we)0F+J$&_P~LAm%ut7TJck6i9;|CMb=^7L5%uL0_KWEoN7{~vsEwDi&c zhyPjpSx{g>fdvH?6j)GTL4gGY78Llsp}^Ze^2>kaqW-3LKk(;nku6H734phsyYMV| zMgR6s{9`mlwKM`i5bP@SUTvNaC7>Xc@>mJh}kG(WU`WQvdgin^B-nAP{fH1N3T z=)|)TOCAqqIactv7=&)_of8T#fF-OF4@t8%w%%Je!~t$DeTs2M4!47?K`s`A&-~&P z!G#p3MrBK2xFxbLfMJ%+qv0k8&K@TV&G5dXwA!$2h)`$=f;#v2=4wOK)vy2gU;ax! zcV_9&FMsP7Umopfpf;oSD!tcJ%XKXtyYqv~n8dG)AkN(+nyn13R~9<0Kg+jPf%MlY zO&h!hm+nJ8TZc|2rh_lC9A)@4|@A9?!>|Bb>9Wwgx zyduEh?U$*K6DRPXVDdS~OxonG@;vl@DMxyLIxz$NJRC66BghoM17dL$lcaJVZw?N$ zKj;^>+;kfV@5mvmAao@S`vmHp)o{@7<8oV>keZ1{1t$wqio7v$BLvIo5<`oi_TaR?E896(+d4L@;Ldb|L$rrC z>BZ4oZw>9<(zY2f)a9BsP>XU)*!hKY0M;qZ8yoAkXO0~Jm&>iv7X-!*p@qW#|KReg zOUti5{ng)_%Wg5sf&vQ)EGV#`z=8sQKq>IfCm#NnfQJ9V^7meQ5fkmFFi~jhW1Qu@ zIr>BhxzArT^o1U|N>cbpaLvJs1u8LkEvf2vQ7LBS3&d;+yD&&=B>QstqgiZ>PVSpj zsiLKxhwdJ%^F$#lkpRu1^t%Lke2v0l@v+hcKN3lPE~>dSIr@G z+u#rSP^w#Wl9YKIu#1AgnzK2I#GF0@&u|NWfdyQDq4RfkK-z3jXiqtH)NLou7e;2B zbiNPlo8vubMu|BG34ThBd&h#R-ko8!J*xJJ^pC?5$U&t~0Rj8fcmCanzx}gkmOi)q zD_^+5FUiVC-$XD)$WDRtKXYNQmmZ-80|7a_3HIAtfTU(o$1mHj0)rB>6KK*zwyz6R zTZ47I>3otgTS`G2K_(8;1S4tsv^9sXa`rlLP-NkQW?7g+A=Ub0FvlADd<;M%-pKO8 zhh-ALxXv?w)!6Fby5BSN*o9IKz_ui0zHTDzJw|)Fv4zr(#mlEy9Qt zsL(owq;)to=PmAy@*%+gjZTdk1?7AZjO<{^DBqYZa;MTv>>MCp%IkXBG+kY;#c3>< zNHjYi9C2Jb^&%hgo*@5(0t#JeoSefqB0@p8hE2&y={|?=YeWWr|3p@0ni&kUNwx&U ze=O1Mrf|T(J~&WVxj)4x4@mXlGJy~;`86GK01&Y+ZZqdzFOSp|9JG;(PsuB^lfX@Q zt#jlx(xg7I+Zsh9M1bRia^nHcaO`=$7HuV58W%l!crU zS7B-Pn6oy+O-Zs(5@A{n11SLX$yF%i%;H<{g_?>2F!=7l|NFpGSC;tyi$4nrEGV#` zz=8q`3M?qFpumCx3kv*yqrkWS%)@{3=g%y?u>4nk@+Ll`^F*nSn>x)YV>%H(3$U=KHJrWbf(a4yifPYEgsI5XC%$KhGmFK*VoEWUw?yC zXPdyS(83Im&11?tw#pLM%Et`aS~2@PY0_YK53Wp(v1P6~%B~s2)k#Q0!DcEtAuyqh zV&akkb0mO{F+cXGDoAgKeZkbaIHd;l4!zEB{G{lHKqO|THVm#P753EN435Cw9&VNe z)4ACW%0cKN&R$A+0K~gYbaMCb!C9B7NjdW&#c82&LR_(2NtE^MOj$fB&Ngeoa@fRK z!FPjdV%~Gbd4U`x?|GU?Z>&>%6*y|LP4RZP`lKG%#ZQED%)&}}@9m9aOo;U2z(0sf z2;X-AZ5}ZL$3lp!LopBP}{bQ z4@_zCWLP(HKiw!ba}D)2lym1)7PB;OI8$!`8269~PPMBcYV#`pg>T|7fpS?~ z;^X>5c=~K#YBf}Z?5v)B>Zy`+-3VjcAyXX`R6@YqzC^XeCS@w1`1V4OWt4k7tzFn{ z9xDpeE1@tuF;0^oNlYaX%pn#{U1{N1j-E`aJ)$__LtEf&vQ)EGV#`z=8sQa47JNPe1%8|GG_Wzw`O4 zYj>|yf5^{t-7VA>i188P2=qX-+2FhrKu+{fl>+SqbS0v|R{;zVNUvhjW+P)%5mTy6 z)Gi?HD=iOI-R7nB%P$Tn=p^el_)jS7K4JVmy3ZUW)7kab2cAMojIOh#_{ZuX4n@3* zRBe7vGVEPONVR*0m^CbHO3=>!c!O0%VL}m8M^BS6G+&xop+TvMW51X?Yv+1xf_77qzp~|BUZW0p$ysAB18k&{mBw-lsyEz&jM!6H$YBYsx z8lbO_r*G`qvzHL9)KV`bV5r^aKUvTAC~XLaTL);u7$;pOzsoozEdo`sa#ZU*n76RbI;(`>pBgzB z7L`b&LD$eD5&;toz7N4(jWtq~Orber1ueeH_7lY00_t7MgpSHF4y7UX>~;!vrMzKW z3KG7#_V6FyJG1nK0&jKWHf)N>~H2yc_sykb&5ej3s_*a)+x<+L(E<|wg_nSE%hLm_JWuYGw+$CM5`fUSfO+jhO^ zqP&bsX2a$l*#lK=!L%EiT79RVfnRrCBx2jqnteF6zM>O$Vn9N~%_A>LR+^AFf#V1p zo!oNLEJnivGPTGFM>cTqwT28Vm{UR`2EfY6$K?lXG^abGhuaF_F+O+wg&zwGbeQE_-*#nM09$( z%5uzmwo*1FkTC!a;Ml4aSK^p$De>aGrjWlneuGRApM`9~Gg^Ak1+bBw2v}AEj!VB{ zU>N%Rn@SJsnYY=v#S}RJuw8o^T9QY9G7~#DI9E=;%Lx)ZQP@#827yOoh0gDG_jni9 z62*b!9^qdGml%r6q5*8o)?6MCSO!2qr_T7Nkxu9Cq%YS|(?g+52Ov`=6frw?6Wte{htZ#Yz_xSWsX= zf&X79@by3S@GpZv_fyN?dh+Tn$nJ-SyIh>t!2v(qy72Mp>wCTQs5IZfS)TSossh2T z?UI|ljZqJ2rAK}?Iba63FlLB=nJ71d&}p@M#*$Ek{7f`alQg;g)t!Wm?f{bf%=&PT ze#P7uw>G?OS65eam8l!>+v%ZIu=@Dx*5x@sebiV3@dhL?9qIjq4>z}VyUXmBQ%JmB zy=PUnioL6`pdM(SU_)D8r{FyAidarEoK29$QNzA5xh|@gfu9&sEDF$FLUkMIt=?iZ z`98*77YniC@v*pxHLp>gMccmxN)j2{s29)ubi=kYkVhFU#_fHBIRF<4OJ4&Eq1+PV zZ6S!gOBe}oAPZzw;+Qve&)8(@Sg}dbQ_z7E9deHvkeWI&>F2AcCG1d(U1C~+%oU9b zJ(|Qt^rbe1!|X5F-U+A?=|V%Go>LI8wnMeceiCilZct8GxT@=zHeeC*ogwS(F@bKM z>J0R$uYLUCzekt9&o96I)%9I+m5&GOM~3e{1Lst7@`b^-((>;WYd}wBKFSCc;Wz=o zaP-!Au(m^uI5wck!WEBLZ~XyZpH9J^yJqCY@JU6S+;wML3D+d#C%gkUr6E$wV9ysC zjWO0V`Pb-y(2Ya_u(7O4%#7vUC7;XuEzreB5@FHmuvph3%`PK6yCcC)1a3-vjCIK< z@U>i8`g*T2H)g*QIHpu_UfQ2-aIC437y%94TKkn_LL-N)XOvnfi?v}Y`VfZ)9A8aB zhVvBLqQAlcKi`Dh0if44$| z?HLN3V_)AK(^uW8YdvDbcLo-ZVQhdWXzbBgK9i=Pzl*7tKZ$*#q8kgn%K>KY96v}J zk#TcO$Qu!c=>`_3Q;UY4oMZyMx*WEXCqOXT#9e4Zkl)por4$~TfaJ6@7ac($L*u!f0Yb&RFY@VH7zQA*XyiwFsAo&qcTx{%R2GRr;=oFE z6z|)t=s{z}ak`X2<5W4;{*=4JSKH{X3H?UeFU|%8y1fu7eWCN{bxacjhh`%*Pm3~v z*kp(S{wIj?eZfWhhz1HapS%(A*#wt7GUtH_%jgek=WEV7uRx{W=j0gorG*9%d~L32 z+G*UMRZwoE#CcJFW9?Df~ z;9X<%VD)Q%^5I{8{>;)>m*4)GTYL||yUo%0!Ii@C^LoA+KjI2J4zz)_>ioT^I}j4}I$gg>Z23*y5|mxa@)7hPOC8-EDu9toJsqJa}&K>IBC^W_yW7A8-Kt z$t9QnA#iW@Mi{wE8VaxZlXXabA3F999(QUUv{XTJU<&$6^-4H+-cZ)#sEo5mMWX0Ed$YMA?jTPN2e0gIrroB>L@$PR zeC^Pq#{5qF2)BrZ9_4vEH@I~BbK%Ke@J8Ctrl1R@7qaId{NWz%jLWNom#5p?^GQ1g z$PJg&Q$=@3N~UUh@D*~bb#`bfmFwIeQsmJtrxFiW`#Hz{|Ii0-FFn0{=5_wF__LtE zKNkhw`S8Q)T}=PYf6kFZkkfdT+A_4UG1aH{371g4!}&wja8Mb{!bEcU zI69vDH@E@(VUo~W0KY_?n67CF+RC1xpA702d!3MN4Tj#k!rleDrFXDwm z&%{HlIfMRxY{RLl&sE>pXCP*Y|L;CINfW&C8eu2vLY0-wi=h4ume2`rM$0#29sIDK#Yvp zVJVH8++I~kR36aQ8zo{mWC}f0iRi^GIe5QUFu4dcX&j0B3fqM{yu9#hD|fE1UpZ$L z;USf4Z&4t6+GvOduOdF9eQR(M8vw-+lM5Bt*D0vvl6DAKr5e%peVBqRq}f{2g)^HONsER@+HKu&|Cd3<_2hfP&XC z$tcI*MoP1Db6hz;}pnpc^QwcW?LlsYXOeC}o~tbX%T4}a?mXO@P` zzcRj&()aMgI$t^59iF!}u;ryL8%-L-BW~BjQ5P^PRRcR-&Cj?n`LZay@D7=7pdQ!iiG6+}5I9607xuT!4Lv68T4E@KBGuQ%P>KU-g_eaf&Kn&>lsugh z_H8kaICarYksy05_DI~)FXLT8(>e+e9dx{he&qO_I!>`Y!H5-9X1p!Zf2GJjgAos- zM8}G(mcDnXHlNbtdz~ux;k4U;f_ly#wLx$Mut?CS8X6TF-y#+qzvF4_fubm4?8PBS z=Rlp|kP%}^Pffy`ZIC*K8m}U`RWAWTcRTL^X3{XB?O5!co<|6}X%rRnr%759{2K3+ zkF#x{V{?1Gf=$OiaH$Xgd&?Z{x-zs@w7$n4{@6a~)5gTZy%2&rZ6uq)U`uNwGcFS8 zn@p*KPT8id;YnUT*Nsy z1I&%Zt#dr~62r3XR)#=~M-I+C^d9vC3B}jQeb{^CzkjUN5I7&qZTOrC=agVi(#xjQB97N>;MBjqKz<@%4r z+TusW7&oSeF#FEX`{(BF)|TFg(l{zrcaQ=IrjuTz;CbjdsY{im;4n#XdyXPLSj;W; z4)2t$13fPE*YTt5P`$V7eSQ(wd##03$_#0Bf&JBfA`go>uf4EK45z82Zv@dHTVkOz1y zYw1D|qJx0TN5~t-1}UGGg>d55bYp|3&)xudafNFixqX%&S74nlWiDuAVWl>D#=c@< ziZb-(kev7K1}TfoC8@Z^@Jn`2`#tk-`6G|*NGK18eRso}_8rLv?gUZ<9nV^piMaDH zJ1OrR(p7LoRh>C9g0jr5fQ6&SKtnvImgd9h!a9tZD^vZcAiwuyFt;WHQ&4vPzwiv6MP za9WVWrggK585wEx6;MxQy(I7y4`=}>dU(Av267yl_m&^S$vL<1;XEZEo_^A#j!3$K zvh2qAB%dK613zI|+C)z%oADYI%mN`&LZ!hMFcmeNY`@kxBkAC&vIJ5NX@^@apHr(BNFnzYXukpB^PlyL^r0T-Dy6%NRLOa(^ zw>&)U=DcnN?21K%rL*3^*)f@tm7Ti6X4R0-xIcP8LjAtVxmam^4|S55lY@+^94BSW z9P~~rYstPwQKiedNsI?aM3V65;5dnM;+4@Jxb3GtgU)q#y!T+-vMy9$4~PV*KIXHX zb1@p}ga8UkvuPux@8oYye`}goY_d3FYi>erQ#`DFq5ADK4^r$W2ry#4&6Uw!J# z(*5P{9;|DsJxk8~k;S^xa@e&)cGH{@_T?r%G)&SklSLfQUU=sD{5f^ns8})zOyj>wF<|KhP(cmJOY4G(FLZtQ|^;in|?5#}iCA zR*Bon(@vO!&0-uRL*oJ+e0BP3_`Hq_0%(Y1%w4k0rU)_64HaQC7Zc_XLH%@^toQKu z=KRKatFd1c!=z#!<_bOa)Q#zZ5QVq!59`HbIM&f})Sz(;ye)i2hA7JXM?`4#?U)Uw zgF+J5mYmuNl5ud9jcL5WxOVn*b_5j6w2uQOlTG4#T+g%0`2gz|tT#ymHPv7Qu;zmp)B0I&N46XfG>`!OokW!K!6)#qc{$K2IV! zFhKSZx@OCRAs$^$N;%qiFpJ;^1qzGrxtF7zKSN&vXT;h3M_+$QqZ@ZZ&LV=!EVJU|Bw{A% ztndP4;(ZQ&?KFEwZ(GRO8X?37nwep~52u^T=S^6Q_32Y((r^&#P<-R>w^^=)$1P_n z7++7m!0ONYG8RG%2F^@+iahl@zw~S5NDNJuWB_NW@o!pL^=Fw+ z_q%re^7SuXN&mkOKk?zEkN%GzefPM#Gw@|mSiEq`xa zH*Ptx$#LHA!qK#zLNJ>}fZWxu&;2Q^Iq_xl?YT`TCQdRTHyg=>sFWtI>XhaOrg}sU zdy`Sp?3GqVLX+Ib==*r&xks$xs++mOH>8h@h*qMp`Nq$*p4cJ<8+HLxiXKYjytjHz zbQbG{qyBXfzPh^B2qvVN5To3s02e*JMSV)KAyc4I4J*^}lSW7g#~2&(TILP%Bae5v zR~njBN)rik?~-}x9nHUL8oMhbyeK)?Z_ zqLQdMMRA@IM|=`djEZr1am0BhPI->J?{BSrZWURJv$bO&dSRtsnd~o0QFew}f z&OK*n3TF6+sg!9LRFqt*mggFYQ$nXc{1Rr&NvR1bSCqd6ht~Ai9ILh&@>8+N1bU51 zsPJ+41D=Kl@Ku>Kh-8D8zfB$U#dK&XG1|=ih`~I2ONv%1vITmBwQvvfD62ObVpK)* z)fOsgX|dZAJTN1aEV^aDIawr#G*4kKka=*}Ft`0}^d36rzWcAoB>ERppt=SOV2Qk4 z+Cr6Nt?UOO44{ZIKui7`y0U!PwGWYqc+Cp)z{usR8`R0^=IUR+etByp<@$bc+ZoCm zXRuAyLO1N3?jq%*rWMuGb9>!qS`$x0$z-XS9%^=DFdFXYfOI5SW*9$q*$(83H?B|&oow`m)rN6}32BXk=BH1e2N<&o zaIa63Lub;^bb`PrZK2KzL-3;n3%M|~;j-sln3UFM8!d!nrnSf&$sAUb>VU5du%xFkzOkVz4!i7m8)UD!YL%ZcTg-fSDwHAwYNo5y z66dzZcW|nrgbvT3Q|{{JpIkA$b9w96U&lWB^feGyI2?9OVR%~HAG+l9UV*Vtq1)gw zrGM=i+3Sk^L??Wv7~dax3pN2OAW@jUprGZ{({!{-Jx~M-43G0IgI037b4JdDlhbD< z)tcek(z5?J_qmPm2UQsIX}?Enmd!$?kc&ijCk@%UKUh7H&g zVG&@gO(ST%+|7Fc0rG99Pk2USD#*k?d3Hor#w%Q;fDd*rei$K_n z=oZMwCy$lg;ool}4cTv&NFba5CK7oFqb*WzF1>scJ2BYFXagOz0viRSSl0&B#W!Xn z$tk?73r8~L7Q03t19$drQH_{soo7?iq)=e@HjT`Zh2o-P4xBLmo3%n9TvuO#zl>QToNvVwIdv+L;c{Dg`hX(K z;1bUwu$5Ptauvd(B^ELR`4$me4f<(PDbQo7iNf(NZJkcwZ0p<+bRnFms={XJ%TSXr z6}dViRZ{*dRgmA-v+|5}LAwX5n&iWks1T$?&>)w#&Kv1{_>%~-InbUw+%2#UhL z2X_^T4y8fiuJRllMTSFA!2lvm+B+R&cN=XZl#YVb7{amx73R*y`W z`%(!IbSKDckpm0D#GEWMj5bW(LRW1>jDTrR*qw6U3#&}Fk3STKWnx)Yl%#XVoUQr& zN8AFwU`fb4kDjN~cd64T6+F2+P!3sC88MA80oCoQgP9WK2Sn^76+eL=z|&=$(tHeL zK(IIFR91(;nBNsd3QVIh+xS+2A%n9^=BU(#(P<2DT2cPz`5sL>QD_}M zW59AcF-Zd{&yb>Q=!%*7->f$K+oQJ9#VTSNTU+p!Tdd|e98)CWSbn%C#@S-oWo**n z-6%9#e;MONIHsnfgwexow&|&eN%C|~f+8MZANT`#phMTvv&q@O$l*NKV9CJ(E28r4 zE3_nARiftS+xF!6LrutBZ7>G8>q`s}5$5HXHeX~jxMi#IJj!um&xXTXN% z=cfIZrA?j(cYMuvc3i^eQq9k0*V8VNk;35slDX*xDezY4&Q!h1SWe+ zMv{<+{)x~b*PFo7_J!V0N^5=vc)>978X_55A{2w2NPzHYK8vPQBsTZbE5J}WLzE?( z3m%KT;7+{1(z^{Qg4@<`zk|m$z)hwsAW`))Y+Il(g7KKJ;)ZyXfQQl`l&XN&a>=5n zV}4Kwz5!4IpjpWeaD|NzPl=qa%zII2ocWu<9z(`=p75`J1G*rAx+-uF6C6e`7dA zG+{(ml$8Pr97yR_l#pM7w2;EbnqVrZ4dW|dr;?8GDIphY{mrYQ5@nJsm1PphC-j`% zHCNa*M2YjpC-&@8+D4NUmEVvla($t~)q<#{G!j?_hJ?uh<0H*m83AycTROHj?o;qV zmH{7t47MF64%xQMwufgad+#cTT)Z$Bt{)ynu7|9c72sU_v!)kI{x@TQ(L<5vN@dB6 zl>L!wMC?u(Sb~mp3-|$MC0NM#EWEmEXw?uS^5kdMdk94q6PjaQ0rGkfL9@rri@BET zgpJOO3)oyJ3q1!VKKCN0HM$@2u`+FF5X`Me6eFlW zQ7yyQWMO6s3Q%4J4hhARD?RE~%@}?W{6P~nAd#4sp*y~S6)YfPEP8>t@rZY(ENU8< zW^qbgPmkdTjaEc!S>);)HSnJ)R0Qg<5G0ohSQV%!6OQyM9|62fS1d$;cCpMX+Dhzx znx%BNV(~rag0=^pI2>Nbi6XE3Mo%<(|0%*cKD zs-Q1Cw`_rqk$J(-PiSVOmuk%5KutU!E1H6zDu zVbuYA#I!(KjGCExzvZCPN67ZetWHWzvwYx=dYz_?oteGBdu1=wU_QnkpO;XBn!(BZSbbEd7@}ML2o!_MpF; zgG^SNVqC!xBzGxV4dUt!GB~3rAjc|NqrKBY$t}j$RTw71&-5u_kEbws;0afDd{jcP zrgDmTnd|NpR+>E)axqG<#4hgk?2dGSY7R+|GDR1_@`@$*7s?k`h>K?E>CP_WHJeU9 zeQWDzoy!?N{|o2M0xW+7nvZ8YKYXHCexJLQCwI(KNq?y0<;-s7OjYvnh+3}7Z8o4==(jL zna&aoh)|=MIn@0LRAE$R78~Ckj%K5W$8b>Qt+(H)p7y?|Vi_3aHkOl3@CQZ*{Gg_jgZLLdM?q^+ z9%-WMVCb2pU*qx~Rh$`ebb8h!;(?Tn zFJ#{zx?<$OzO?k%?3xFW!xvRllMT=##o>(FpOtba+cK!DqQD{ud?oyNGL&MwQC@`1 z8DtDlT^hMiF$fUiB)u-w1kql^Zo;m&*zOtSvmkNbI+G_l_FlYcTv_yQ6P+3V~$2BCl77ff6z?NIcONUDwnzQw|8FL<7 z!{TDlL4D^o6g|;Zg;K_3(prZFL=$q8h3o*f?-{TiPwY`4%Uogh!NP~A`<`yK#~X`m zJfUOF+3jJx)l8n)Q>5DlB!>;cY|1i?Isjx5U&&(D+0iAzw=BA1N<&VB1BIPO0EU!a zEaJq=C_kRx37vZ}TkfLng25LsMz4pcjui@FX!nV>VQoc`jpX&kOy}db)0M2t*q@h; zViTjXj?{Fw4G$|GQ)Ab?M7$_ebH$wcI9JgLipXFkVE(-w*|<5A6%HV-_5ef;hZn$J zJ(LRu2kjKAM<5&oE4|fLkToEIi)#C^itG^23v2AZD0+%5IIPDwFEOr#{F-R?8nSZj z?h6>Fg%`-4#EL3cD!@F;j^KulMddxcreJZ(vxoR@I4Fz>!%F+x6MKUGzq8bMTE6qY z=jXmZ>OKYf6zEf+Pk}xK`V{ytNPz>@`5OqWAIq*iMsbf+MA}6)!yR*-)}yKLA=whR zJ8{Vcrt#W!`{7OLb*4{&{pL5#xsIW9+F(`LUSpKxr7LKxmxxR z22EFp$p}^w`-#w$>bG-O*I(Y1+SxiHsAfmF_Gd02@b#7?PBIcD-2fh|61S@h47YHx z1?d-|TF!FiX+y9VaDoYu)ZK9u2z4%m2R)=SX5*3MY1z2Oq{UO4Ab98sr@E!zn!)ji zI~d{7eQl;~p>qT4M)^=!KA{7qx3%r{5(p79Rd^Hi3~?}c`6wb`5h0q-2qC6`hlAp8 zpw*!LEK&uwf^t>7f>9CG7JveC@|avMFG}q=tHp9+)A@R^28fwLhq&_O`OKB}%=AFi zRE^Pa5)z^XuE$ZP8kQ(o7Qro*7ynpT2jL&UFc|Q;h^z2Pc1cm8H%*OT*kEw(&m^%t z>!o?h-#CJ*Y-*UPhzl~Z!YhhE0}))lX-G^z$~!o+hki9zqjI6-OLcPT-q*t2dZ5a= zh&zy6Wzv`3!ebqo27>$27R~e?#mj32sH-8v1e+i*qLd+0I(Eh>{VvD>Ip&t27EvK- z@osR-g%Z@;Yl7VZ9S2XOXLDGf3~zFN6OY>RaHY@~{+OO@eswDbvIwxREDEefSYM-r zHEb0vHoF*$Jim?SUTe{F0HbTHYtYv%hx?P~A3vmvlTElh&z{?WuiwDLmFoPV7@ETL_sBotBhscjJK%l7Nr*^8) z6vPB6=N~Cw4D)Wf8r?4HV^OR&ytSj_$?c(se9+L*itn(~$h#x1Vsy3IS(G^;-Q?a~ zbIe}oB0EBQ(FXe2V&&V?IWaPbyajMe)6#$ziaDyFiJ4;-g=CllDn7zop>i*neq_VM z-qyxfZp$kz(#qjN2x-AWg$d6;wR4Uv52~WVt_Z$#Ut8u!rB6%xp`GFhK|scjqFi(9 z*mQSTr8hY`s2ddkTv!VYcc#*-OIw9K|5iryd}(G(a{-9cg9@Cpo>myz8|~Yif8<+A`Mn=MQ1epf#D9M0~JPO zdRD{}F$7TPsIX#YqG1WI#c5|0!!bFs*$m2GP*D~l{EfaDqbJ}ZA z#DDJKRNO9)lm1OwHpFiRZPVqGtI{?ch@o2wtCDf1m;utJ!T}}1fg4q&E}j>{4CpV| z$Y}(p6>e-tz?Piry^wK^1C3LTN&10r)9WoxkJN>@fdrussDE$**0vCgOk~r@ZN>DB z3S?$bogJ0|SiPS`Y$+}!o^aeHp}gUmPNRnN)2l` z+=+wB%4JPZPFJM#rNA55LFR+>9Hxe*{^H zuJIpC62i8CQ&m^C--;y@H}Ta*$ul4|?{dw@J*Zj?kwA|*Mp@}{Y}^Y)AjeujIRpli~6Kf zjAd9@-Nc!g5@|GppJ7&98iC72|FC+*pfpH{N#u%nPRuDcaRKjo>sE&cx`)*s8d1_Yr z9$05=w03I@9a7*1=1q7xC#t=?;2tIckMbZLPIBA| zi8X*rc(JSkk{`4&7oKG017BhoU?KS2$XE#g1^wM7UG#Zf?*V&$A4 zA<80w!$MUUU=L71SNzk>FHi-El(N8ctrdHe3lL79QwhL7zM$egW&UUCa$;DWuq*@a11O&TVm_m;aU31=|GEH2puWJ+U*D;oDx2_T*AW_#$L}LoyS4u%d{zaJ@ zOwn_l63eMYP|!wF;Udu-Ix2|~C#ff*>}D8ZG;)RCGqzqL1R1eV8qExWV#mzQQ*hd%%$qBw##gUA z=CTtnyQP_yR%BN^YRgU{)Ol!&9Qb4xrPey;@io{0irgey8Ht>NwYMOd2|60T8Ag6^!!d|<5!2yFTlc?yRtb_*pmQ)v_GYiMBW2&>W6U&; zn$P3XbcLb6&-hsOPVf0({V@xCQPaKCdP=uFwV!+=tSvcB)sGCn=DcvcwBfva?*GD> zsyQnf1H28)$$%L@HqKqxBQ+;^?2o2QB*yMjTPv}E@8JKJVpr*m$tEoI9jn#I@G;L` zdf6+trlluk2OheGe0t)rEqmscw9aCLP;(XW2g?t0)9(uSW;Y94@R&Hp(!5}q)I)mj zX-jOwjZX=?#3CzHfq011iE$WNCZLh2(!);9Vv?Wf1X;rboAW-Zn zfr7lm;RvNWZRD~}Fbu;niT!$`xAHFfg^MKalNp~|{e)oIi7-(XlqIb-6J}BAp_8!l z*<5C{3fdHI5$Gx0?jvAnEy{~@Hk=eJ@DeD)U?GJMcS)^Qu+G*FwNBXLp2oAaZOe*v zm%Z}nq_iCt#W*KVN&&-dAyv1U#I)fAE0&|I>Y? z#usZ3;jjLmJ_Y&|=u@Cifj$NPFH+#j!~W%jv~+rQO?M-oZr2dbXz!RqSaI00E>nJq zj~6MQR}kDcW@0}grGAiq1TZ6CeuNu9eeV1Vp>KAFzPmUZR6)&fF~QA)2cAbI2Pn@o zpLbxGg!1YmZ(r>ITjAdba*IMfdCw>~2P7$61o9x;fK)qPK2pP(DtjEA50hA4S=0nU zHVklES*gKQ(5GBd69719PRc2Rw}iI@`Dmh;eh;-N?4KjgwITFqKVN(P8VJ8c{wED3F&JIk|K%C1|6jMzx zpfS5i<%DLS)QeC&_~TTlirngRt+2p7uA}pwUnlftNwrxiX;mm@^k#SyB|>z`@ehCu zIC;m>Nf1z3l|o%oKCm$*3GgI@?q{b+7j7jPD{sT&)v9M zYPA#?P-}##E;_8_r`e9Ns!ZEs1^Bn_UtAASe!HHF*!^w$J7iGMxe$tl83&s>2PPY! z5W2H)!}#pz3-pUBX?SvY)spnPg)9hfbC7fI;4lT;CJTRi(uHwQ#X5rMOuosb)Ih-D zJ&EePkW3IvJ0iM)wV8DQ6D*p!NA|O~NWq{%m>-l_`p(o7lts-}-mw_IiKX}2VhKW3 zbT`boVC;GSa*NZvT;>k-6UL~PU>aIG5w*Z_%l~QaPP>`oPwGEgNVEbHA`NM%*0QkX z;E3h2)F+P?*J*5f94*%wWvHdRcf8KjumWoZ_Q06TP&0cwWH~i&>t3p{vmyoz^rOe4 z5%hM8(}(DW7Q=2}li_bWULCk3*h4T+2y70+4qb8Nk1tG17iL$DtWyvW$P*=r-=)|g ztWh3au?|(8+AC7_)m$FR3ZBU>pmLisKuoqB&ta3~c=HJIS!@NQ0K^0`1rhB700-f7 zwz3VdgJ*NF3?S=@B#MHDSgyB=A**jduCV2yEh#*7go19-M-7rO2_=!UPZZ3yX9DgD z9`3Pe#lmy65i!A_?K7r1!D;m3%dH+PDZ~oBig)a{QHD+(q!LoM>K~pJpob4rZ+uOh z;e5!xmjzLmv4j6`W*ICb3<`t~B-?IKGfq>ZAo{G8(iHXt+nJq?GV+8n8&c{+$CMqu>p^oOlG%TZVTj zkc)5NN>)=J0Cu}qxv}l=huyO~SgalT@`#z3a(6~3OSakq$3c}45Eme8j6mT~5EAna z%0E&A)5ee>5QI;zpgO#U?K2z*tg*-cN6Smuwfv|5r%!=C1^!(WIPm28mp(Qv?aZz_ zj?~$FFl2KqDyOUo5+R^o1rI&0C_(HMs#nm$z&rg$XuUGimZABFTr&f*swt)^1>y!gW~^U!)Xn z0+P1J;7E2*nq+_&LuPJ$kIb0PnG0S|weDw>k-QMG_!lX>eZ~e%lWJqqQ?U9QU=N9} zC{3;iPc!@5Xe5BS3&p=O3m7_me0pTzo649ZgXsf?(UfDHffFNXaCn`xUNnr43b-vV zA}sfUda;LfM4Ekmzu;ZE96UEB@(LtdOhOVy04s~G(rzpR4^q|)uwK#7v=s^Q`}w31 zAcx%*=LT|<%Wrfp+`Hs_xivU^cPK_|7axF)U4qnPi?&kMZRDu-BoJ9Xhe0Kpkuo`< zL_SMh*RroHvcZTcjC|Y`04+*$sH=Kgf$=NgX)L`4%{_a^p_9(|z38?98I7o*euAYN z;g^9C=nB~!J=vbYJFwS^ku!E`Y7^n?gAb;Vq+CTuajBCVdazvS zCMG(;>CnccJmh~MdpyGIAt|MW5tuFDRWAy`mXMuUJC@h{3alC8fN|pv75ifzPKKfD zCgxwVKPz2&Yf@ViY*~YBmI#z9sD*COW zj+F#1q5;>6`Be6uO(P%D;l$DtP`{NqA;}6is!^{M8h3NY!1bbsykLcZa2BXVx>`zB zV)&hTnbaP_2E^nhY6F_wX?R6F&M{#oks#%{ML=o-gRm~zVO-v~V6O6%Xeq^b0E!W2 z^nTarFy4xmz-Wh zOjbby?bdnx-QrYj-Tkba!f4j9k=ZhLKkH?!ZG`p!0Y`PD;<;@j)v&e;BW+?lM5dht z%42Kc#dNU>Vy*;RkCLtDH^ES@P5QC31+&3^@^;NaPU)iPTkKNpXbyTuMoT3HoN5cI z*Z@roMQon}JOk1F3R&J}dnS-Yfee;St<~9yHWcO#!^+dD@nOB_xiGPSX|evuS})Pq zSIAFlp&W)>wtKg8mQ&ziqNtBPG$dqmsMoD>l+KJgr&;P<UVf>0?dP>#1EJ6Ch(of3P1a2F8C|Vc|iLEF2c#ksZSrifsVr<}%Ax&~SRya&> zQ%B8;fjGb|)jS*eG@F=@an826G)X*@gyYG|H5Q_Y2)F)ojs{F7R07#SAQSqhyMtm$>NFkPveoSBPBZmMQrHJ!DY#_GB)`PgEc9uM$*HFv$C>`;jE_~0_T+Z+qs2_Xo7acS;_#_I`9`TXEQOOKXMMS zQW&OZyQYw958B>QlmpQMww(+*VqY;WE+gTy!4ZIwA#mj4SL>xHjXJW$eF#Y|17HQb z$di&-z=ZRc@eYA440BSiwkV76QnO?ETgfImL3sv$P>CyDAd;bbKi~Nfbz_sWJ-bR; zv&&YJ>y*?HHsYGpX{NA*_#%!<_VZDg8hd7SKkS?xj8RTFK7_^Hhn>YvZZhHgSi~W= zP;j1(0c{f57K%@$%Td8*NZghY(K)`il0MfzTuk3^%#x@Wi@*0pD6BxfrV`GL;>Mlf zkd(m|HGYR;^VzAz!EqM&oDNZr_9VrA7mVLfDNsXf_eTzMPOtskg57uqKtT_TvI+rz z=dL*=L^!62wo|D#O7%_rr~juBx1*t)fn8^|XY<;MqF1DN+1TErq~aSoq(hMT0y$k~A2a<~(7GvHz5Ij@mFB+S zG*h-}GQ=1>)xy$E(KKC&3>pAQErkjldg?Rt@D@N*Jl6|Z--O&SbyDx+e$sWJe+E>t z(ygdtdrhxP)l(}}E|PHDL{N7<1$tp1b`3z*7mSxOec^S)aHUitD9!haqSo)sZBbSe zB`K2~z!R6)7=qzYW5FuAwL{(te9>kU?V`VQy1TK$nr)LXey1+-ySkQt8XXMt5GqS= z8a=p#Az~J(U3$dOx;=ZN9Jx?iDvlYx+ku1cQ66Fo!KS_MKKxE8#WuXN@;hClWCe|KpG(nB~v8-X1GfCCZB?>Cip2c zTVp`=X)013#ilT7TV8q+3Bd-s-|}0)4ZKp^X{es<@VHbkqUz0(uXRK9oShj3*eFbxpZJY{U0#YRcoFwEqip3!R3^m?1z4zLc_H z?C=vI5Km-fomZW8wA%ToY@CLDLsH?5fbWc8?(>u>J6aGJf_*hk2?rVSZPOO^InG5{ zn&@E|dpd=rOGK)ydcM5v_O*_iRXJiUxdHiItS6L-hM-a@q|36<}s*muW z{+~Vt`V{C>pihB51^N`|Q{dl2fh!(-*|UyMOQ&R4&ESRKgP=B!7+3%oP8vF?D8IhK zU4dH_=uFyT|_-0K2U4`;FW-+~jKcRt+pp64=#dV`}i%3IV z0ge&ng>vX&=@F?2@!%Ghw@hsVWsdF&X2-pxgbthYkAKVmhCC+u3DI^hnmjF%s#2wV zy1jQ-D7Za6f;*Hh7Qz+`-)Z^p$aO9~#8D?5E5c1gb!*EwWdNju(6!OE$neKR$0Tw~CdR=?3R_Dy)|~=6KBK5`p92E5Qq4<8v`pr7N6uMU z5l9g@fimK0ust!Q$UYs?nF?ZrPntEPYwQ84NUjKRB|7Imy;g5pCS`h=%Bk}Yji<;H zyD);F-k=$xI!fVoEp(CG{%58u<<}~W$I(#AdyI`C;1x3wkfurK+JB#*)3Q6-Osw^Ifu^QdtOS!?)4XJWwfir zC1QHZ_ID1jJ+dLR&SF_xk11-~6<4K#ZR*_iI-;FXUVt;1f+=4$N;6BxSojMUH>6y9 z+w1nVyTh_cERLhmEk~?mfU`>#NdyCvH47L(IyJV<}X6BXBWt@NJqtFHz|aRS+<@GfQJKtclN9c;(cQTuU?^ycV3JErQOak ze+KsL<>_NEK$u9@$-S&xp#4!;w%nqI*#}skp*kUh%!D=pTSZ6{@@{D31{0U!<{*)f z8!~~gfl=alQgIGI92vCPhj>9y_gUZlve$8+@vu%9z6$)4nHI8y!tBZA|A~JR}T`tgG8tZWeJR8pw)~z*a|KTRQ`SQ{GXK#v4Vn zL_q~UDh>{Sd|@Jbmrin~Kt4k|IVk-%Zv17T35?Mq6KuPQ{vL&=Me!nw#yWJP$RH&l zHsb@Q0nk3}cAc*a3(T6D0nYvZv!(hy)!Bc~=e~b$p8|af^eND%K%WAA3iK(^r@;Sr z3OsxN{BuuCOM9~Cl$De1xILCF4`B}xldNCk08d-%ahtbKZJmR!FsL3|kXM%?5NDPM|nwm}nu={VWs&()212dMrMjTdsBw%I96^kf_j*LRA1P z6FCoSVkFB8Z|8#CuV!RGbT^S%!wfJ0o>h>MB})(Lm4tGuZKK#1paP5uNqrIS)`GzB zT27cL19$|AtmsVGhARiCE_l9Yb~yz*(|Zjy00ES=n8q7zSAzJ#<6e}42Yow;^*DC1z-y@Gu_GC zi;c*16I8+lN9zWKgAt)<+8wiea)(HIOl#!S@X4J^V9vz~1s4fazeT34jvy@-kFbdX z^Vkm8lS0v7Y1s^vKEkX88o`EfoUDY9nBfhD5DvCo6nJhOA(vMBGK7w>Uh)bPp~xGG z89pAut(L__%)1H*kh<8=o(#1tcnxk`)GbA5n&;diG`nLS_0t=I@tVvE1(l5F+OlAt zYS0fWQ_3Co)mNyC|= zj?adW&PBB{R2xCrHXUWK6`wX*B1I`(ea9k15WAIEyx8|I@C&oziN4_IdCbA>lKA1H?eff0~rn-&}cuRUtXC<*r<_yQJjYUt=9if?L8tVSjfOmobc-57`_ ztDI9hK$`@97{`vM;S(&QXgVD+L~{Yd=y3atN+B4<{Ixxv(%=dXR1lf$Xwtnm!^|8s zoSAI~)}{+3ax^R92yr-`HAE9AQmPd5b>^YcAP0rmN0XNoR`Hm!D-&v|;!GGXfEp|_ zgoKqml<|3Q2MynfM3G=fu}a+7qhD)bO*A34qgi|f2PkR;nGF-;gYh4BaF7w4`>=(+ z2OQ&ONnL7K2(zgMdljS#(;aHoPb|gJxux2s>=*IXH2#zRT(SDu4_3*MtJ_-uc4_Nw zBB-s%__W?X9{QdrBPWO7Q#$P_a7?%slpz8VVCWI4*An!IEp~020Fse?`T|}ge8k8w zC!>KT7Q*A;N5wkI6JU|j(Eq%ViLo}oARVG}cD!1re1qXXtlujpM=)KJ*n$&w>j*Yc z6~&mC;4MR~ZF?aji%z%GBh+G4T$A{th+|?y$;^e_RiCrbj@!U>#|Ck2F(-SWc6X5w zgS8&UILY4RvAq-jN$b&n&3`Zj=8tPEJS)VOS?R-zKswsNK1v)C+e{x6atEt76KiZ!6+v1O zxOQ2@m^heYhYwxv-~*aP6qh+j7^274Gv+WB1&}R@Nm{XK(=k_!Jo^D@>B#JwM=c`R z^1~$Xp8dmZGeGoOTa~fJ!M4b|5Mi1~GkxBKO0}&-d0?_{5vWJbu8Yn0B~)i9_d-Hy zJ}`heiLi34F2TjK%yHYIb3*_w?6BR*Ve0ik^HB~|#9NmRx_d2j+vBzhSgevYbJz=p z7(QsK4y)=saw_m9{--!r3oz|rYkI_q%1;$N?>Cid_AD2 zr44Y0g3Z|+1KQR^P%cWw90q7dg1!a}&_5oIISk8%58V6^3nCR*bQ}@n_n5;ei;r3H z{#FfJl3>qQ)FY{{vlCTZp#oHF&!J~;dv-l7osb>azj2Q5E`rAn4ydh2PSaHVdX}Ap ze1cCn<)q^g&)a-1LHJ5)2da(WOqLSq1eW3rzQ-YK4q1^-$AFx1#m9`HhcrvJIX8|V z<%&I^NXRJYnGh7o2*Q)&%-P32t3{%w;K1&AMwAge)TNVFu?)7rCGE&k!&9nz!(v+G zCwqial{%b)!Z(e4H(?taP|8*rGnA#3GH}&p8T>)$<&yQkp-&x5Tf?j&8D_-_EX*wyq;<()??t`t;zpMEZKUMooEv zsq(IyR+1I zNc~d&>i_9epihB51^N`|Q=m_Q|85kx^7yx{lu`Y8r{LkhUXD`&l z(domTWmwHzt#3`>@+nMKa%_xXgTXjquEu3OJIKuJ91v|Km?GGgB&C4Uap;U=B9hNX zctdGQlQMB&2q&^x>hYkljnbk|8Jx^f=KaHLh%y=qI$>8C!Q@j=*uB9^4HL@3`Vt(m8rvCa zIte17+6;JaxwbTZl<6^yiz;K#d!NTru&%O=$YKG_dA)A8z*ELyh8-rVAsK*luhk?A zeyg5gO7xHoLe4Y>E$^nxrAjsnADWZVJBBC%$;zIl*NlSl#ZBi6-gDn#C!FZnxv1)g zqXkYtlP7PV{&pjo8SIt;sUE``1~+(R1KElMF>osrQRT(*h{ty9R$;7t&|v){a~WWO zeR81}j$a1GFtI;Q76Bqyo3OITh8gUshPAL9svb2W@U}03JUy^MtL>~QT2Limmo^nH z&XH+(k=bLil@V+)J~4FZA#XcPp#hg}--2%$7jEk*t<~qOUbgbgrxfXeTc;Zdiz0Aa zAsmJj(C!$Rdwv75pPh@HowU>m#uI!{zO-h`(;7eK_~Rdsb0B0|&{BZ;7?al% zdk5yMp(}^qhWp}C*|ken03e|%PwkI z6T?BvxEpv2^W~o4)z*uL+aA4OIUyDTUi8xrm`JuYP894;vZIf3a#-JFTJ>;e-8X|5 zqt!M{jO|((khH4}J1{ka8-wYylTLX2GR3DXlN<0{QZM6HIdir%)t=df)1Kt@dRKwL z$H^eZu)R)k3NK#C3{>=U_ZciXPSZ8|&8fItEAt7b#!Z^6dZl`QK``ac8IAB6P1fsmzOxhE} zLaKMCD7vCsY@E0~){H0>1p)9%oXB;|>T5ePu9`!L5o#mI_RpbZXQ*4Ldy)AZ8kP?P zBd{D&9?xJSunB02h9)rrt+ZeXjBQf__9(?AkdFx?aPXzmfo!>j^TMJR?4V#6W1V3) z#}>{W*^hU!ZH48rLCAGa$_;{DjAf6&WX;!#9HOLS+{#ESwJaR&poFDx0H3f;ShKb5 z$niL`Qz<$zAqJKR{K~uSL)beXd_%wrJ%hXD+Ln2dlzPGWz*G998POJnaTT0gtTTLN zP=5{M++$?IIh-tn3&|%`7py3u}(F zv&ku0lF%A@3cOT$*R}+JF$<1Cm@Mqu{^{?K{vl0D1qLt_lF_Y$VS-r+yDYQAv}bB} zZSn~9fhBPSbCpKzDF%WbWw1#!YN?mfuoRkM3MSD2t;T)C~ z+XJaFEK$QuXQynm0qo+TG71wXEIv$w^&(TnI8{inm$fHUmR4-i#a6cyOVAEkEzNF& zCX6De7x9Qtln%w`E|$K7J%{Q!H0fN33T#v{@EEX)RSeS{_w+$Tn7ksO&BK~(1g+)4%BLNI9EU^$WbKh;D zGK{9uv!-U1+@sn}evhIa)MtBNhx9jXrANdL#N3u)n}r4N2&f3cUJeQ@vC~2SpDxv> z|055&eqVhG^eND%K%WAA3iK(^r$CQ! z0LN_YblZSQ_Mi}jN&&=R4Udm0?>_MgQc?&>HbadpYyqLQsK{Mn^FFl)r;w_P#3KC#L zK-mSUQma|ChRgc{yDMSrh1V%y0m0P{g;EB`PgUY6$V9TU%#@x;}G$LAj zd{$}h8B`dd6k%o9Q^?KqjK)JrW$14?A}_YV18a~92b5wVvzz55#7xsGplE3Vr$&^F z5qGar9vbAP$Z|R}(Ve6U^XmJ!(Su{V7z*YeUSji5w|LEMqMqeL(OhV!c&>M14`Hgo zgdq>JEmM&Nw4l7e7~zQ!6{w7tFD#e~M(Q z5nVKMsL0T4;b(}!CUYzcK*59}A!GO_R2>CY<|GocDrKo`I4VAAyhK(Kt07#>f_+A! zM4niPZIrP|@U~N(OU+<_%b%@e*+)jGS7H5*>IE{-37;~jT(2r7N=8*Z0homMQmWLR zu~a7-%P849z{~hU!LA^NCLU9}2xFHXHie!TOpIQHWwG3(w9sxb{$-zf4QKijzi|o_ zlOdAMQAwD#Jh$lr48&{_+Ok?SkXWY)|6i^?ro{jHfBF>YQ=m_QJ_Y&|=u@Cifj$NP zCEANalqYxNsx-htj!^PN-a*CI3fP!o%rFj`(F5SUUc}2?Zhu z=qruRB}ZV-k{Ty*y4n@<2AiJ=HBc!;l=%;#*dY5pUMnwcU|rKVm1SBtD)pVYN<()4 z36vMiR^@;c5zm;v!JHKxQ*$&3Ojb zszoG_c1hY2$w$Ua3YqB11{oN}xrxF_6UQjON#z80p|W91dApHbRc}s3)*PZS8rN&lqoQMo(V@l3s)C zpd>5#y3@%#&2s#rR@tjWf6)^a$%jS~7##B|JvK{v0(mNxbH=n74bRIGNRfnsOPzBd z71BQC!GnG^WU)QE|UOldy5kYTb zTDrS8g;YP4qU0Sgooi`WRQ7kKU={^- zSP6%MP28^v?pxF`rH|!=H#~GjyzfldyCjFT?o%KH+ZFhJFJr|RdYB@PtZ<19%%4JK zL+NC`a02`e>O)~j<0?Z!LMEtdPy@Y-I-Jv!Y$u-JQSqdKL;AVZ9k^xr-c zxs5LN-4`s=+g83axM#uSWalP%_;jRb-xND5Q8HzfwD~)LhAb`hWTq=u@Ci zfj$NL6zEf+Pk}xK`V{yh6u6=~|Atf2(goR7kKNp!0XPfp7ukLj8A(?oM~A>=Yf8jl zOA^B6OCD=~wv1mSf9vcnRDm%vf|IekJKJupxR|t(V+f@v8xn|7c$5IVmzWXd1DgrD zwz4vMastzIC&s}uPXmWOUAZtlQ#$Gn3dF7vG-azvj#qqUhU~NGe!EB{k2AH%`k*8S zo~`**j0EF0m}%@b^7@*dW;x;)-nl4_S2`6_B?_H-a~i6&TgmHval%`kLJAF%Wzizu(FD|QPs_0s@R|SvMzfJC z7jL%vbMfebvqv*zaH7Hj{nYj3`0%j6&QkU!iXoU*j|vltj*+smJ38v+EiEe|$ttG> zy+`+x@-)=i*qfjk`gLlg#K3ecyJoq*yP9#!4c|a)Z^XJ73IPY zHREX+-GU=l`8lU27?;_>Adote!=9&1p)+SZwg!=TxO3X&r_8^8JS|O?^AofC62U>T@HF~N;AuvG3fuA-u9cVg5Hg&_~C zI-Ts0HGrV?_C7ami5WU#M6Ce2BkO2>_T+wCJM&H3mi}1BbfTfSqyrW8#4(Py`Ilj}YG?3#*(JIQC z0NGvt&%Re`?BPHCKYa@HDbS}tp8|af^eOQFFA5yEJV@rQAQ9B~$f!h6hbme}oDmcX;(YtnE?FXJ`=> zq~K_(64Pw@9)|5T;z&`biYxj}@0Bz@HOqU4757Y7vr~j$D7l4KCJYs)Cv-%B!}+CZ zO-{m*u`%=7c+V2@W{~fEd=za*Z!*0M|9=RFU6h8Za2ZMGlAgd27Ow+xG^JdYy1WUg z7s>BS!&G^Ko=1ow7w}q@FDUY$dfmah-W#K7+^p8L`Q#)rYd}ctF6lE@WavrqZ<$ht zW0B(BThV&a7;rvGz2O-&vwe6}MKd{15tAjSBc^hft!a+~a3U@$>tr5Wb%0wJqEq`p zY1t5ltu%r8mM!6xdxagJ5EPUd>hEB30E>YZiN#@(dK8;f*#doK(>SrnzF4bGW82!s zlZlocHiP@ijp4k`w{{LVfgP0Lp@0D6nI2JsL6hTg*-14(NkQUwZ?lXVN)V|Yh`V0I zk_wB*L8;_@VN~MUkv33!X#uJ)!T(slv$#(+4fN*TTC|SXDTV9^lu>#I_^x_+u(npk zpY%yVEql0lhxCwzjD0wIUpP_ znyuzGd)k!;UHY|0rlra3niJNb7aj+Qg1CHXN3HX>O-&HAF06!Qu54{5R(|G!qBP-S zmbYH1ib$_o@397$GT1jLM|#yCD}_jTc$9E)p|+cbAU#p;TZlqg5wO~<3E4YMX!H^YyHOaN>`i`XG90WcHY09h;dcQs zceB$*r-TMlOvQj9S|GO<@a%*w@r*19a)^TrpMl*rjBCqxSH2%nl&yPuYapHq{qy|Z|i zl7`yi>Aw4>C4wuNRp#XtNqYAnOAgK(Weu7X$5kfePV7el#A{kb+t(oGoo86P?a5y9lEJ#9`xi(BJigc+cyh8W3SbC*&VlAlY+fur~BQ zQ0mFnpKK0Pv>P8K>#h#+={d{{tOv8}Wg}E733i~fi^u8sFerk_F~ukr>V^*0;(N;N z%3bl`uLplN_`|_(4*v7tU4wTFerWLBgSQUeGWhbr8wQ^@c*Wo)gR_GZgF6S$8$5e( z-Qa11j~^TweAM701`ipm4^{?#HE_?scLu&P@J|Du7`ScV?*`sF@VbGU2W}j=cHoME zO9o~K_6!UU{Q1C^feiyI2TmC{e&FbV!v_u>Xb!~9-!y;P{9f~G&CfUgvH8*F`l#-yp3#_Tj5jW9oYOd?v9fVW*Q zwSTC+zxMXp>uWdHZm3;do3C9|o2m`h&a0hOTT^>t?J>2ZYlqh!RIAs@)qk!2sQQiS z7ptGDezf|&>f5TXtKM9_p?Y<7zIsu0sybXfuXP_nSUgIZ~o@|mi(st`T2qTFY|8ng6Nj$Kt7T0$e)s* znV+6NAwMBMDt}~LjqZ&P$sd^4@>2H8?1$Oi*%z`;W*^Dko4q-^CA%qmes&;xW;UDc z&Yqf`lbw;R%uddR;_t*?j_-;;mOUzacy@4>rN2vmmVPh&YJ6sVdi;d=g!FUiC(;k6 z?@r$o-4wq+d2sZF=#$Y$(pRT1O|MU{OfN}i((&}dbX&S1U6DRMT^2n!S`zJ!o|+z+ zJ~SPSkBT1|Ju{k3ljJwiFQTtUKS=&1`A+iX{g$p@2nCV!j!P4eR8+T`-&>B-ZQ zvE+heOR_#WEjcMUHdzwi!#m66QYnke)ynz#({lb*Ilq!mdn3tbs&S=UDX%)H`m$2V z+NF2at1k|%y!uz66<2SxRwa(A7l&4@I%nNnlvO9aQLj#TBdPAO#(7co&%KdU&$mIG z$J*(Ym872kBD8Ax&%Jd>J^xu~CHYUSRld4jeM2daE7eN*>gwzL+Lxp1+rzI>^>4kk zDy_aEw36z}z4g^Bzdf|#{G;BzPqS;4C+6iJhgMwvVQ5v# zKl0Y8_3S61m1N<*Q!82c^^{urQUCRnDD}mv99_!~_G?Gy`2#{L&JVH?SB}mH{nFtF zr$eDtPmc?&JY5!ANxC$&qV#xw^zigpzx3c*{M*pVUkl@EKXT(3B{RLXh9xusH$E6%Q!a#VR!xUW(P98{`Re(%>xdE_fqDJ7MA z!?m~)##gFTe0=3^H!3^r*YdaH$_`(>Z&%uW>9bMh%ToSqB?~NkS5$t1|9V%Y{Ct1l zuJZMM>0^!3t3xX*1rGjLT6$Hu7MB8>-B!;6OWl@dVT0WkXD|2eZp&Wg54^h;9TQr4 z(uajso<1V9lJw!;y1AYN65L!%!gOy=l0br+ z<0R~=n=8rR_;hbh0xhnuC;PmU>yxDGt?O!882oi{7AACElpW%aUY8x@w_Q`uUKCnU zc7y+TP4+^+bRaM9_DcuK<9_L~Jb8L(rO7iwD@ptiF3;AZ@T%EbG~mC^=23XpY!dli zDbH4-rvJL-p!hFBD~kg|ZAs(6M_ZEkso~cs-Vs`r_(E@Ou2;e;Z%!&<9oN?@@9|&P zCzW@HR#bU!XjLlj^47|FdUt3g>DRqAl*GPo%R_POd$~Lm#mD=v4^Q&kTg^Q2?NDyU z$#0xM&E(hqV?D`E53ML$<3HB3)qW|jR^HB~a=DyUciW}X?;F_%L#vj3z+1m-WX}w( zT6T%IepOGu7+QJyh0u!A&)XYHze+#nmwr(zJ8rKm zFGDL&o)ubg!k3Kia_Or{AlYYX`4j!e&*b@&{KwDaPw-23*2<@bR$M;Cf4sANvR}F* z&)yPRY384+(j7_m=5Q^}ZVjy{dz(LcNA@Nf2sgK9It)RIqmBTMe`Mv{Em8i);#@J13p+#7NHP;XS?hna9O7eB- zKi!V9&)6;P%wKRpJzs0LT#)4KFl5LJqI{hldWJPN zC&_cY5hYhysNvaB+0w=Aufp2dZ7d1>;ODFS(U zsY`;#HY;!`Gd(t~yu=$(<)z-JR9ImwxAsr1V>F#HHWZy-P~J zwhOI;$~A8!<+?Yba>E*j9aQER<&}pu%lCRCDSLm1MP+}(VU_Z4t-r&{-rpkz(+AkS zkEo>wTjOC#{-@rE@?-7ZhvmoEg@@GBr+A~5Znwsv)%1T_<3V}p8gImo&m7E(M zm?zF=4~&yF_R9kkF;}^KNOP_Ko$5OOPENNj4yq@JcFg0TS~BE~BstC+XJqiOyX*_JW)%JDsQfQAdVgu9UNuZhHORl`1EP% zSb9OaC0(DMmY$Rz8?8)#ntnI^O8VLK62`-;aKe zrh04i`RKOj&gebO{msed&gQwzGn=P3pU^xZIyoAO{-k+S^O4O%nzd%B@yo^!u}FNO z@yW(V8h_V#OXD?-mo;9{cuwOl8{Nj9M!T`Sv9YlVd&Ke4tD~1j*Eb&Bcto&D{G$GY z=t{Fl+*!Y^{+{}+^;_yU)t_HKP=989w!XXGu5Yhztgk|Y-W|=>PpKbQe{}s3^#|0e zwR>y7sQsY!_1YI|pR9eP_TKdJ^y#%X*KVoZRC|8yK<$~eZf#GkUE5yUSX)&)rFLBH zQMHHH4z6X@-&KEB{eJap)z4KwQN6ADp6adDS65$Jy}o*7^^)|(>9y5a#Ehp_ hK zU0FT3I#m6W>cgrBRnz>p`A_rj=3mJ_o8OUtFn?$MxA`mc7w6aJm!tem=ezO?^KJQt zd`15Fd>NEy?|T%AK#6t+e0g1yplbl@5a?_ z{?K=;{@JN)jAM2U{m}Y}-Bm&2`;E1d3ma9}wvr3$RhRXX3v1P&WPLNw@9=)RdG1d{ z-6VIhE$SYW|H^(%-<9P4QB2=e%fDkUOW&1$+kbpmEqAdbxu=$N$w(7 z(u{H!=96YUcM(2mCb^6CNwb#!jX%+h^S`!NB+c9tQ7sE zp1UL!{iK$=)D(Rt%CEQXqR$+hUl&?2t7!!POzr|b&cH%*CJcZYS&IfzV3IF2Y9_)ROc3+67s1L1?APpNCeGobRn|^~hzl zXj?6E`7JuTmYw9ko}Ffo3#}-7d}vj&6TP*mo~#V5TC##caZH|=91$APk^bAVT69fl z<&n=iS{6rF`y`e{KK*D(T7InGwj?T_=szwgKgKUT`~jH@Owq%WY=d8WXf63sXl2Pg zp_L}ifYC#f*3tOgoa3%9=)vS`Izb(b~uga(E(HBFj7X4Fb<O&Jb}jl= z&Y@#l_*+T!!qBQ!|H4UKt)zCT@~^eZb3!YrI73$cwNg3Y*S=ZLKb~zX)!Y{3o&0O9 z>f5jSf~e}6LiGi4^`EWd>I({8K&EUCJ3Q`r{hU-9m?Rr0TTYhx1s3!NV29seKy zYY)_-C~?-T-rK00?60^tsW_8X?~N>JjeR3juaDwq`7ExFpXm==7bVEBoORXfl2v|bI+kFFU}z<=A1nFaNAW@7 zS|#=aCf{FAd~@dev&469zCTG$@cU-d_?@AZ#P0~LIDT7bMe(~rs}jH6Tb*k9G;i(B zl2?RQoV+ZwD#^=zLc0@Rru-3U@=5zK`&m76M$LYfWX`H2!dCMe%K+Rf)sPF0E$|@oSgXvO_~F$sQb9arU6liZXOFjrh{+fqv=Y zdh7>ac5xp6FkFjc=aj77jQ04ob{6dptu%6rQFdW1-|N?o%%i^xtvGtGzv9T~J$|W` zcsXy}j}l|M5c)$o?v{lFU~k z{hNBFXw@pd6zS?3hn410{pdbv=1qXl2RkLn}#MYmX*BiJtD4?ykj7ljQC+ervcE$8Yx5T}kG` zPI6bA`PV7AE6Tp-zkaeF`(%?()?%Mo^2sE=!hgN9mhB6zB-`(;JM#GFp%uqJ^P$`k z|I{zNu^z1tty;7;w329@w{ECKVNf@uQ5fG#$ zqj=7*ZA&X#LMyIp_SV)~^pns^qkBRtj(+T|Ew%Xe&`RTf2(38&sI_D8MB&=HH1UOs*CmOcv+=qp@g7om#5C3akXCgM}I{%ulUIqSCfjLaxuSrJp5Xze8L~CR-8Yhd$VMT{TSVwB!`Dq zoE#QfQPT3(H|xpUL#vkfYDeG9ledLyN#d*;eKSs+E23{yQ(w^Ni+P^-eP2v+4F_G} zi*X)#>-HpherQDrb`t0w-JV?Ump=5WORHMu~1YIQ36?bW1b6)Ni{bOP>{5Y5JFp4ng*Y z8a4uJM8{{0mn%bl&&6?8CI4UfqRMYegTEU5m%;B1etqzZgP$6_eeeT=@52B8+QFL# z|7!5M!7B%!IoQSjKaBRhW$?*^D+W&@6&A`tFelYM2bnj0O z{KLQp2HrXFrh!)v+%)jQfvX2D2LsSW&mI}LU|{RO#(~oZo-}aMz|g>>(Xk&i&=`mo zp#VPFyuJCs=6jlNZoa1Za`fzLnwK{(X?D@6hnwd&w=|#JT+uwGd3^Bt58&zlJsS0o z8{ckxrSZAOosIv|cpqN=H#T0~xT*2N#?_508<#eo-k5IeZtQ5B*Vx=x-&o!_8DIaS z8;3OxZ45M$`fuyMtpB9`o%&bm|5X13di7#Y|K;^d>fQQ8eP{jL`kD2$`1(((FRdR@ ze@K0>p4NU>`#Dw02M}HJ$o<)vs3n zsrvEihpX?dzNvak^<~u;RtDc0Gc_bS3!PPv!7a#wR^Ka!} z%I~_5PJLZ|C7#upd=LKpbMv#XT>e>pB6g}){@{EdPqN=;Kh3_IeI@&B_Hp#-_u$)q zZT5=nhV1HWK6`pLlkLfNX6I*HvL|ErIXOEndvx}Q>;YMx{yzPA`or{_>6g;G(mSxD zyeoYZUi_QV7o^WkFHJ8>_hKRX3;g&S)79w{(#NF7q^=W$5pc zwgxhlCVxwz-G-;k^fwxNe72eZxYjei;cnA7S@LKnmzh~E{z3G2|y;upqO z#h1qW<4!ypUl4DJH^eLBQ)Kgr9~nO|uE&+=SJ6Gux1%qirhY8?K=jV&jnS)QH;JAT zJuBKDO-4JT^P;n(bw zRi4dvy;aNRXT8O3Gf|~HcW0K)Pg^5R=bvVcS~|a%#xnf6^Brp>>HHLpqu#;ulY0Im zFUhj`32*V-9=-4*FG=Tjb65F5p3IL&Y|aDO{4U*d!-hsWKgLf(cQ(`cQETwjh&AYY z*cz2=ey8q!-&^u@eusK|-&?Zzwk}V?%DtTZ2nB$bLm5&$tG`c_eR})=|j``Gq`)-YVO{^ z-TPLj^H1i&@LL$`dTS)f{5pOaX0mJb^b7Yg#5LZkr1Ph%pBL^;=T~$0Gv3D#S6L%Y z=2!CAGv1fZui(P**D}N9)?ockqfuE2ss2p;yx;|p?@8W@viT=^E6wJg;4MabDi4(I zOS1VBbk9}y zGKS;51@9c^Ef#Kw+aGy6&n>eC)cN1+y?2xr#n&$Sc6WsiZx|ScFyuJoC@3N-3>i_P zAVCQtA~|Pam?%g_P!Lg2Q7{9Fh(yVXA{Y_<8Nh%DC}zd`)ZX=_waz)~TkD>6@A>1r zf9z-1?&|7Fz2Bl2vmZ^jL5xXX0Pbq<_%OVDn8pNQz ztAlCSB~o*%5d%q8V({21CZQFb&=)F0l(rrBS0V$4!~UAmuW|xN>f3M7eRinp+Bj9^H^!Nn-G%3}TR631U#>bTH1=Vrp)2VvtNR zV$$^7G?T%#9Rf8s1yO7xm?Ri)6!MiI2HA;wj#J5#b0dQYhX!$TKsV1tr}3E+(1(Uw z^EsMIF&F8%k~utAAjuM2kXw%!T>j4rA$JXAU3h{4QiEam%0rE|tG=j)u&%t@U?>S)c6Lghdm1+g_h zs+ZFW<(FXiW^BEJ@6{(4Eo5(kQbwnl1DHYG72eq#8Wv?NMLZO2QjY9>5eQU zkEk4@kIF4V=Ae(jcq-=>Vo;qo6N3VD0dwn=K;;;9bn6r(19b!jmyABbyh-I4eI)-u zhB}yR%zpuqppgP_I)@a}BR&d13h5CvLK_pSup;7TGl$A-%^dD*g~ar6Pvsb;q>tk{ zMk(pzLgrkLeCy*nhg8x#P@6fVlHMtUs)I@jVvyxrYf@Tt#nU;>nL`J-hB-W&w9=w0 zXj0Nji>~0-rbvJ6DOC1VCfXy5(20yzs<#9+1FZxGP1}eV+(%kzZC#{AT4`-v}cAv;DhIfwCVqnVt; zc(&0@&SA7lRbqtBAI!nmdY{8sn=#yn^8`^Hlx~%a_Y4i)n=4a zug%C`3{R>X$=L>^fMyEn>RIM-ufOW)naoHv!{qe!SJiaf77Y*7G(xFKG41nSGY zzQ00+aZ&(A(6zM68ND=cmR3eB4V)EMMk@`RrPNqLp-Cm>w3lMEhslT- z1?qYuy&zCDCfavV871WCKo6&E9h3?>2-!NQhT%f%m$bTzFj7YQw0=n`qkLMw6zU=7 zhB+GoH5dXIODLmyVh3FX&0}mP)E&T?Nv&=tR1#yL0O9`TzK8ou1)YOoV1EsbF2`svAr$mQK(#;8{Mz*Q8vQ z50RR5%km+vYJm*3_}WuutkdG_P-3VPwD?+KpyNb+JasjpRLuxo33U=geKaYP`$kG- zbV*t-t&A#3gRz9sBx${*Y6$dJc&Y&*K4;@TZw2gup^Y}fmXXlaq(Jf;dYbe{e#1~f zeFU-mhMJVe(big%?l_8JTMbjH4coP@&P=4MF(Z{x9o|)*szNALW#DxfsaGNlCB`$s zbcu>Uv$mL|HLYs&pe*F;f>ef{lG5O-f>8pHP#IIDAV&Lq#~T!?#G4G;t5# zq7r!AxJI6e6NWOvW5+d8A%fMaCsaV_DWe^#RhL?u`ycxg-?*6(3S*Z55@nP_`X4^z z2BmTdg@k4Z(*H2?|B>z&vDB}r3#qfI)3E+OjM@KIe0N`$dgwpR{f+H^*HpXIb*aXw znyCu-;+{x}QO;gGOj*gfnNw#GN}hGC7cTv$8|!dUQ2@ICDLKMsxu z2Vu{@6*k-JgH`yTRTRt)Cc~nCXwX0C9(4F$&hYp6+x+MK4gMqk1O9wiQ&029`osL& z@!k9;Kij|7Z|K+X%fos<@*Vw~zM#+Q)BkCXZ|wJ%>-iYdPSvCJotWWwhh;~$ZlRm# zTDqdn(6I1Tf558aJN1S7NWHE0s~zek^^{txR;UFkPt8!{VW~e*^;Wm2cB-YiO4U(S zRB4rjZT?@F;eR7Plkdr+a*upPJ_p;6N8}2*P!`C0;u-YNUZ?qr$YOxBfEWEq)~ zQv4-;65ql8<3sU|IEXp^%i>w_I4nSxiu=SI%<)HyJ4HXyO|%!+i>9Kks46l=G2x4t z_pA4Vcg8#Io%D`kJ?&NR1?*{f*jtJ@{%mhD{yGMGw|TdCZM_y=W3Q%H!7Jf~Ud;W) z{T>}Vrt|MKuf#K9sPpOn;m80_=MOfrBLk$)r`ht-PFm*=G_s|gBArhI)TNzpl?JFw z7vm}hsJOaVsC@ieKyNPA`7}a(rc}Dlr~iw$r}#Rb{xII2f@t)Q@%9v*Pk$LZ2O?ek zXJEKH6c_QYfhp=xolpN7i+A}dpZ+!$@6!47zp;M{a!G$2`?nzH_~&q9`?uguGfu@C zs>(Ni9wNYv=HCM=s4Cz5eF&`V=bLdVmM&#J#;Jh_RK6Le&TOMqeg|Td%5P6hDD&GP z%FH$@zbyn~^O0N|V(_GFFqoC7{MN)E-B!flk{O`R+L2KCW`H_t2eL|kA`8>O(Z9&T zbmZqcT&!6!q4P09#RAAhh|C{})6rA;_$L8_VwnFDrz0+zKNF`To?`w@`c*_6Gdk^8 zF;w|inM*#(Vg69?ZARsre-wP0k@@&b3DiM_e+kzK#zTPrlpq+d^6{U7%^pa_{Hx&a zO68ls71*q+{5r(oNwtX)Iv@WlPHgM9Xg~UA+4?QYh`*KqGM!IxOy~8e z{c`xG4;C<(jv3KK<3aei%2C7S4G*h_8F6lfPpKd6?MH--PD8R+ZxHB`|lX;VnrOb4hHxYH(JTCJl7{vFB@doh- zGeAvmE_B{llkm!okdKA2&ZBAb%8gRz(X@HxMpx#I#EtbLnK!~WNNh(LjV{Wli;P`Q3@)_< zQ)VwB8%It> z#^|9Er||@%hf17Ay)-siE;y@oUL)pELk*cj3TAvewmhC3`%75P}fbUV45B8*n#LYJKnJawN~D|Lpye;ymE+@{z9Ph%9=#i zr4TEVIrP>t%%L(c@C|TP?iYl*~&ZO4G_JF9|^(jVneI_0h#-UL05Ypk7H2ty-VZc{Dp-wI2BjOm0@K zM`4X7@&XjrXd*Abeb7V!Bze-r*|P)P)2O2AOHfp!imETc`(ad3R(({lQAJtxk&aPC zS@lDiYbMAQ5;E7U-Bs{pu35XQAZ4yuyQ|>JT(fppAx-3(wYv%`cN*?1i^bgBsl*_G zDR_R_$|~2WpRAYSI(L%E$fK>a&Yj4d)VULw6FPUi;a1}FW3Ev{HOeJau9+y;C?{3! z7-C$NI~ojjo~hhX#6U8V7@=}UnC94fMd#jQ5?VDQ(z(N#3stVsMD>p%Nu!DCAH{=7 z6RpMaMD9=%Yi%ZEq>0vMA~B4Qu$Ysnb7^?AbiSu^d3ZEm>0BNj&G&UK509`on9IYX z`MA|+qiS`v$~D@kT3sb`p^XACxkeemq(|i%Wdw^Jm1~p{%zb1olu-aluF*xMnxYPR z5fiCgql!v3MI9Jbbelvq(x_81N4Je2g(Gc|B4>7{3CK-R#-ThSN^WBJZ-xT79(xLTJvWT}pM{))yrx3&?j?Sal! zi#bHAX}E=$apz_+hdk9_4)2T6PQt6QR27%VxlB2+_pVuZ|viV9*yI+rxm%5RY!(oie0+L%ikYX3T<01bt) z@;ba+G&e823R$GddEr%fQii#j^EG5NaLV}_?+Fx@N;^mrg)4(z4E=F4o9D}ZEwAH{d zcoodJY2X+{#<Q7kSUrK$K z`VzMH@1>5x24HvU)zs$Hv#AZR0(dC3G&Mh!2R{IlVTFHpY7kZfdZcbjwS^`A)v1QC z1*noLn<{}d0hRm*cKDZ)-@zK-6LbRCM8EF zhb0FlZ%cNEXMi@a3TTE^f||+7$;@Or>;fcK3Vuyognxi95~mU;6K`Rkz`gJiuq&}G z@nT|QVm($39!M-q6ei{*rX|K><={^E3b++(2OVG~aBZSVqHdykqC%onA}tXlT&y5m zj-Q96z-RFf;%~zrz^?c!@#kTGzc#)yz6h2Av*T0ZW8%Z$6QFne7OW%O5WgCh0$Er| zC>2kO2Utt^Bl!Pt&3J+Jz*aF0!)v_!w!FN)HmuLb&6U? z*G7$_+OQYMgcW`mx$q9~WB45`20n&=fFt4FaC`U?JOr!@SHTW{UYHxs2q(Z2->fV2 z2s^_TzeU&tmIGB`jh_xr0bcMY?D5ZGZQ)dK0@efjg4f_JU=vmsR>L@Tevli?2qpw0 zf+0b_phwU-$PQWrO<hJSk^EdmOV4J_%UxrnN zTCJkRUawc{ zWms*<{Vx^;|F+&xM^}ZffOM=lcTybCkn zA7F$UqWWR)NoSP}%Yr6Ycc`k$V$VsWJlGcegk2|J%2Ves>-t1e-hyz<4>$WoD*M)Q?N2PiajW=iOph@SdTS` zWw0~I6*J&NVuToiRS08gkPVLpO++10Rg@L!A}*x&xA(Jmo>n5>^WO6Id#`(2VQ=t+ zx5j(GTj1q;lVEQ!)Wfy|clgu)%&KP^)0yRDrYD14nm_2gdXP(1;^C;7El z>@)eiR`d01HD7P84wAgNIzU*{FK)4z#Wag4!iuV)#ReAZTdZfXuEjcprNrMB|FX#W zF6qBa;gbGVi(3dwsIeBu5T^S-S^SZ(xWB>TlZ27G&*EN-dkCffv&GAVBA9M*8lmGp zXYpB!&sf}KaU)^O<93R<|8Us7Vv)-gbE#a;S$Bw$0|#3iMEIFc_3M0w|7dd^o;3(h z2UKq7bU@_>ZYKFj&GM6)xXwGinZXz|V*`V82@l7pew@Rx zCv5m}i|YyZ=|?TDwfKm|HH3SEmn^<$@db;|6K?aUotDxqPWS$R(}i0Wk{3DmSR786D`#4qVUhZ&GtuMcO!W9U6FqwWAWu@fiC%)R zhv0tKLvX+AA-Lc55CiS?J1pK#*xlv!>F#p-bac0qyrcW7#cdW}A#4+HJ+=wB9xAb8RR`P}5>`U<}g})T1Eq-G06yaxbj>Xv)x!mwJK;d`&mKLwG*n;pa z=UR)+EnY)-1S2z3Z$~t}{y=*Df%N(V>GcObXR1GTa4^FlhJkeRcJE<}s|jCqOIa*Q z_;SF7emUSmzZ`I(H#*eEV~@w^T>{d(1YAbkFucofoZ%e<(?mIjvJ9CFWf)2um>P^?7|Afg zzbjnL z4-1DIs2iIjvHnwcHc_hSI_|^fN*#AK!zzY{7#=iGId+BNZ-&1Z{$%*WKqV*65HW-X zDmecz(Crl*y1jx!w^wlJc6bahQOc>}48;s&`gIs;Gt@FrTJ>S*ZJ?z3*g!^X0mJR+(`e>ZhBwJ-G==Kh;f>r<;!%P{lLP0dJ6NR5C8K(hm& zb1FO4BGn{SCsh@*e&Yl1KXw3|N}fm_B`<)Rlbc`-usXR6JMD9mGrZ2Q2pEwZlI%yG z0JD=Vl1-9zl2wysG24%57r;-6bJ%NtDsdul6qW(6B{nBEVV1ud-T>z(auYKW6EMdg zLi+$ZC$h1-z6tCDswT=}XML3LFu(sPelGrH{1j{ij>h+4cm3x0CiweXjs5lWly(Aajy6T>VJ)yM znjhsxGolHw7Z?J+e?6kkQFhcKY68!HRim;|dK5)o_-FVN_5*wwo(fNdN5g&LYvJZ_ zQ@B1{9WD#!|KHg?&F)94q1ZRjTXltRiB_t)YJ{BwmErrZmWU(XRDM_QZ)G0}$w^VO2faJYJe~bMHv(=pzX%w2u zR)ZYf3x_j z#a{>u#TbjDEsi1_si=OVk&5~g5F-&|F*=BPVmFIj2{S}skyp;4Wh2NbfUht+*H6Cn$iI)j)z~U<-O+*l;F*z25KOy{1U42I#LyJ^;(X z=J^BQK-OR}n4>XLPePb_5?05kX9KBcn_d4Vo`2M#d;veQ;SVi-KzP8(x0q)!*Wz5l z9U{#l%{lxXB5A`3!YQ(e#l{vJ5l$4ZSbW*yR*PFKZYCU~#u45lsbBc_Na`2BHC9gT z;9nCgq3|`qV#0Frm_aO<&$DhCx8gwxe=Am6TtRp|M*T}4kL|YMT^6Yy z=$8exi(V<-Ao)r`{S#s8pFqBUrQrKl3ci1(;QMoQ8M-e=m$q2SVo8e`7E2IL7w0Wf zJL>6z+EEYk=zRs!`wFD@RSyif90P*~=)ODrv4mB<*DP+g_$px~-?iuvX8NRgbf!<5 z2S}O+d+@1UfG?SNW=}rh9!>SA_Gqd{_|*A^Oi^iLC( z5(_NeZ&3b&DLLa|!aw9ji%(m8itwUO?Jh6+)b2oPce68}u74q@e&iQ|>Ie7&$xrBS zEmHl+6PoHr9urh9Ae9S9<&tmdDHQ)LJ(=)`xNPw!i$4-R>vgo)!D4&D6&^o-g~!id z;ZeVpE4=6I^=Aq164NYBwaCxCBdAB=JFs2B)XN<~9l~C24~yLidwLfwUawb*Nq@rm64f)1>KRDwYn(Dsyc<f3WOK@l@{rJ^u7tGet=XzK&l@g)sJ^37)0^U1OqMJVexj0^#AC6CAU!c zE4kSsy$_I6e*{v0^uAP7-`MppDIUDdSo8?r^_N&&Y?1VW2ftSoJ}8%2TxyZy?}aNe zQ|`SU^=ly2xA(g0NAlNIUyHX9ZdK1%++>m7du;co{$#fOll)1QV{wkf*%q-Bg0FZh zup(dpD*^`U)5YmJv=~_Q3E_AP4v?J7!go@CVF$pEsqYT|2e2-+2L1q+;Y5J@U<)uiH65n{jD|J9;8g$At=JvVDb)t{0M}rLK;4w_ z%9ja?fMm*tXTHCZzhI}pcks^lY4Stt7I+h$_}D7oIe6n+2TuVjuxnsmGB0^=a%ysX za%A!@SO)Zkzkr*Q9dK&Eb+8R+n5>+W+o;l#wPB8g~08JK8fy$o3Ov&M%V~km8cJ2 z0#y>_aE3q{{PPL;6ZkFuBYgCojsGkDar`9w^c{-tjqixR9DgCcG5&b`k@$o0rSL3J z5T6sD9-kN=9lsmC1^VM0fv)jR@iy`6;a{L}ye>QpRElTDOTfo~56c1LW#A%g2fl)z zfe&Fl@Md%%+70`GEzxt)Q?MX-7$*xXh7Ca;eECg<6~V~pu4o|a2zo|0Opo`HA2M`2g6JX{D5 ze{;i`;pA{^cn?k>xIOHHT?;qi6oMPWYs0I;`Z$T83id9Pgm;246v36?x8O(YU^olE ze;)@YgJZ!V_$k;Cyd1m$kMxhj+x&yUQk+gu5X^yd{E67la5rpS`@^eV*Pv6-2D=)r z!Px|LgBn34_%0|BBm=l5hDX3({EPl~{#Wn{_@V!<|0e8NcH^vqE&g-@=t$E6Ge*LMEjzUF+xTf-XSD)=j`;aBua`^9i> zf(P#kKjSm(*YH~S5uC^#)oDrjcl*3Mpq}Dp7e#c&nbMUut8Yd{ctq#HC!gkn3JOiH#kEoSuvAR#q#rnxa zHA>xu^Aq~0ZlaRth82-EViqhV+QLs~bJ$AMQ(0I|DXTJ63hODJ{9FDaFJQ06=kjA% zOuQ-g%bowTRS1bMzeU<3*L^l$Boaj=bl!1UA9n2)jXrgx$ zy^H8zqJ4?>A=;B@SE4r&%_e#y(W{BpCt96oWug^`mL^(~XbGaU;0xnq3M7bzL^V;@ zQ2#HYzY^uDJxlzTTwkA2-~*!X5j{baYQ=w(`29rT<{8PoL=@j{uyvBxt-aVU6pGPu zycc_iLwgvuGi+j5$53QelD%0(QElM66KzGb1<`AWHY8eyXjP)962vb{6jcHqB?m>f zGaZJOr(K^uptwGLS%BXyx~6GG-PN>|?&|X_Ji@SrfxeEwJtK!`@!Z8(BPMC}Gz0fc zY*Qj3eVA~uoM=LlV@g^FcO@q+snGDg#!-qGV1H+BsKLOQhcUPjiVqofF>ubrJsi4& zA(J7UA;G}K^gg4IcbMUIhUXc^GK^su$WV`=CIctt2@1JfBKJ)W?PYj{ff^OQlR3l% zb7yjB6a#%A!f1p-{Pn_hE^z2P!%~Jj8R)wMOy(&Rqb~_=jQeWr1PhNb9A((ez~zgr z;?Q!2`xpvL2Z7&VLkAJXy9fR{qRoibrGAY#=;QYgrFYe*chyIH$lDM__XJPxs$Yxv z8br}OAx{~q{~-Dc(Mv?XBT8?Z{)G7ViPGDq>21^WwrSEtdIw!49R!bgCe7!FK11{| zqHBmQCyFv6P99OxfqE?QBZ!h#(xi{{K$4JF(!GhlnJAS`Ur#(${lIT#Pw-W6}v>j2jHBxRyvh>~W-X+lPRnCKfscM^S#=vJcCz8H0wm{eZ* zF!5Ag{O=k$6es8yqSRLY{G??|*QQTo@x*u}`J6QzDDt{7hY zM)YT*)SBV~@jnp#hUh7xR66lK@l-lNJy}qR1huKyMpvm^g32YT11q} zDDEYm-bZm4@%@P2LbN^6RzzD8ZA!EeQEFL1Ei0;!1b-ALS8<{tQEE+(O6pPDd6$eF zCqEfVWyDm?@E;R>m*_sC^j3PCiKkxbttFn`M{hOpR4#8m@l-CafcTk2XAm7vbTm;a zsYh?9H-IEviFP5{iRkr2uOixjXf>jhh(<(xqSQa#pA7F_Bzl(UCqzFaN`2BL{o@`X z$pNA-5`CWN2BMD>eT3+PM5#Br3yIGsI*sTgqQi*}B1%2YZ9#lJqSW8q^2AfSxb()k z86-(3nj#t}stk4LU32JNbEu7+FG+riDD^{!`kq7Ym$RSbyNOaiG{@s0olQiaAi9ny zyn+Y)U}^ctd#iPj}r zi)cBbR2#8>3?HNN#(pOLd!qj$dYb6RM5#~44iZo0jqN10wA$LvAtT21A+~($tXphSV~oq9NrBDPu^6 zA?b!B4T%hq*q#uCer;zTHd9BfV6EN+-tDSmhFK~~i{PaZU$ifW=W(9hXYg@%9J9-P z;f`=?_#FJ)JsLg)oAvo&UN{Rg%Q4~I@E_k7R_ix~ZNuxstFa%x7G{-Y!xCWvKJWg) zobnPp$$ts2%I{%Dc`(@RYgrPz!hM`R_d9&lox_*bjotz5@czR4RY=%dKPlG2KKne* zquZ>X(NE|{u&}#W--kWzGjJ;1D18?^!S~VK;JGeaU#FYu`Z`Nj!lHI@Segrr6@O6| zaAv{hFtRv-GwJrLo$z7z0tS!k{(UZWhw7#}srv9-CupYh4Q5Gi%AN8Bd~;qW7svuR z72lihk-cPlc_Zw|%VUrI9>1KQ0Z;gg;H_^0X1pC?V}BJq^m&-!{tKt?y$)~pPr>Q> zGWfcm;tz+%ycKFO{Mv01moW?dKs<;q(eq$wJ`?8+j26ShKzxhtju~$o(NZ)M4Ma_E z8$2=om^z1(7*D6(#~REboW-~uwiwT(p1^60E8&shzSLY;V@ynqO5K&ZBh?4zA#{R0 z#&xNtIFm68t1e~WlQDvChQG1qav}Lm@^g4)Jb@LL{qWH6O7aDq&A1L$8OxIk;H6~hJK8dps9!xC3S&g|^VVRT|ofwuFh_es6pc`JSZdoZ@)41|sG_1=1K7rw-2ia5?wxQMUtr@Xh|AK)E)$KNadfU|lt z^X-E@0oUO~iY!Kx=sPuMt!XO5-*78U7W&_CLbf#8G%&Smoc3HGr}3 zs@Tu(i4z)D#+Sf`Bp-W3rooD26n2RWf*naO>=Wq-OOlq@DbfhGB-OE3qztS{;_xeZ zCHfUBKHp-u$f@XL^cL28c17Ew7qMStJyv@jh!#eL(VS=+)_O)ncSZxETj61{1CG^c z=ilI8gEJay^DY87+Bc(TfxQv{Ptfeg6Hk!PnaJ08k|$_72nX&QlV%4({l=kv9P=lJ zb1eLrLtk;|Qx1K=q0c$=E(6V>ghSIF;bfE0Y0l7qp#+0Z5F^tl5u?e4h;h=fU3_f^ z!^;dC7}hh;^b9ASafmF%JZ#gYvj0j#9hjMd7|6wBQ#N>)=4&(;7n&wdIB|tj$)Ov1 za)rW2ECp!_CUhmfuZjUrjA0nba5sTJ)c{T{;1E~2KbnO@S%|OSxZUr~!d@Ke!J%#p zU0B$G;Rc2}d@YMZ)fvjNFpa?@q2^}P-*f0&x~9M85Vap%v2%zUPIEJ|eIm{};%jg7 zeQ$ASC&N~T&3x^7hG!Y5Ip9#9L)0ob$c;nu8FCoL8SwNd2C5gKhj3^RN1<7$&|O(b zQ%p~{!5Brfw*p#6mLk0sim#1vbBnjm&4BTpx78E@B zCJSF-;4HCyrYC8t42Q~mjq1&l^wxRuCKk3~XvR>Jz~{E`=b4c3a~bCFwR<@s>5j)8SWP|1Y6Ad`i~ImEpHPFW}~9)bTi1HY#JrxerYvisa8{P#Hu zzotIDpE$&og;aLoQ-8sctt@;2B~E5msP?vdVZ z4so@5{E~S2ETm2ZSJoWr#&9hISBO`ZLTr8Nx!-Vz8r*Z=H zu^i$jIMfR~rzH!oVyMqRid;I4Oh`I47^oejQ=UVa4AfC@x($aS2Fc(O#QtLVje(j< z#(vK+Py)hd8vCfx3;1y~rVITN$I?BV%h>xSC-FL!nW-7)%+8X)-7# zm7o)ejv-18RZ?8AdVi3#|ro=r)G#4DA`H)dbF*rrWD9R3MOlGEjXB`7?(u zF;F)aazBUmFucG(suU-CaHx=hUKAmz>j>F{g`F6vkHTF&hp2N3N$)3)<0YY>UWvmE zICPQW90Rqz5N9~_1p{?lAr5e8GXrN(Y~au%3{x1mvP4%7v4#_^IdnZkV+QKmLe%9D zy;3+>kwV@Th94QIa|(|$=zY$@PZ>@zoM52NDR3sZX$Oxqfbd8I;4lUjQa{AmgB-e_ z;XZ~OhDi)V7;a{`hM^%tbq1T=fI}{UOD~vkf8h|fw0oLEA2Gbo@D2n2HMyK?mwSQx z5?_0PVIu>*S;BpSL-c|PcNvGqG2Fv&C&OR{?yc^19BRhUgn`T8{6rz=dxozVxRRYC z9D0p`-g2C@$svAMocSCoV3@%$HI(z5p6+hPgAaA_z1-mS@H)a*dQA!4F4!sE9COz!0b?iZllHtna4b_V>_God zr^1OZ#D_Q;?r-cs{|+K>N&Oj&yuLoZ8cg(fVBu{yFdHrPtSrcEO8z+yuf4X10 zr`=2B9dRr6Lp+vTiFtQka(Z$sEFAjFuJStB4*m~1B(G0ijWZF9kHqw3koYI@GxkD! zj`{Xm*a@*6=OH{vJ`#%(_a-L7j$t5tBzAF6x<}mI*!#W)yCIrmu3a5_A&Mn*{BP`p z_!fQ+-orkKy_jJ?Cqo&7?ZT?~V%ROrjE|RdI7U}Q`){edl{{_2*H{t1ETljqV1a?9!2@BypaUv`c28Op{wWxJ?4J;6< zVGjQqZ2jL3GwFzSJA;omQ%rpmJ5RqC|Y_IoNg%KU8gksE4*$w3_F=? z>%qqYU2W?Je5O$8wpji#qOe}5_A^&f27Jm&Skeo+Q@UYEtPYuI#gE2u#shO9N*wU#Z|}n_{Et^#K>vP^pRIv#=FKcut7ElheUmv((O?vU;bn{ zAun0Zl|M3w8G|BX0aJ^wJ zCeuZL17(rpWIEOhji^*n+~>+GRTTOc(VqjFUD3siRVw(_az0)Lb3>RRg-=|Cx(T1# zzCvB?@3u1K^I2RK>K5~NlC07c-`{3A%piy>wZ!+=S}ydtrU`QJU-(rEyN&-FT%|I7mgpw%Opzuiq#nsnawLK zx)gUiSx&p1EhpWM%$jk)vkDatKFZQ10+}H`a0XtvbWziw&wy~V&;=o?h z(%9z0qJs(PT24#Ha!T@hnLH?AK1w$n6j%7-frRENOdg0dziY_@T5}yH4=DX3-*7;4 z4@y2++`ofweNy_jGdDT({$_4c@Sjv30L zI@0^za-MgdFV^wSkqGCKINZST&wYmvO^Sc+Ied^3oc2h5HR5+*y^!vR4oSgJjShL@ zZc5JVjNyw1unfc^Y>r{k_Jq5DxfPN7o8^4>SIc3*$Q({AA8k1-8FC_pVib!;MvAK+ zn_|=eE0d}}UhRhTdjB^G-C60wQ2k&ztuD}`Dt)NVlc?gcxL?w8+An1}iSH9eSyVg* zyBp^Agcy+-S%op7H_mddHwX5^?4Kh&=8R<^Kr1o>nG3?i}SGmp;Gil^9toG; zEvj&|Y$-WQrL$eh?NGX`mfVR-m&H7nZzwCr&I>Kl{tV~L-(2OeyzZ}Uju0%eovy3asFJon% z&ss0z3as5&)>C;ncplZ5(bJ1qRM&TJu$*+SC$7ZLursrqDDK*CTGjY=4za1QC5qpqjy%NqFmWv#&c(^Nc zxG~_t(AmQY_j1gMq1bi)hYugz#7NIFSd>Tk;60uag7;FFdm0>?y4=2SWa@ICgGW)9 zD=>XpsQ9$K^l4JP$oEe3)Jych^l9pO7Ilh*y|t4sYFU{SH7zGZ7T?fG@OuW=z3w;` zRTr!+)BR9SrTE3SMzW>lwB)KUzE#QVtV~LNg^E8Omy1~TcqkV#H$D>lM^k)!D0*9& z6n&Vx(UXJdvBhtc14)E)dSX1@DfV9MXBJHj^)ljchLTg+a*7iz@q;Zc=;`&5W`0=ZnD3eIx3-W)Q0&qCK z8#ejRV1NHAe48!8m)XhqE_)~K?(c+oZ1Z?S`0lF!3;Zx1!?##-3c#u8cyus&J=z>S z9X$$*`}^UuZ)!9q8j3yr-J_1t4Y0DW2OE1cgY{uw|0}HP&xEJLli1I{H+=QqPxxB^ zyNBtprymAu`kpue;Ks07SU0Q&dxzqo4-5KVg7d*w@X~iOcr$ndbIC2RoPRV}87vI) zY34ct7V~{EW$YN-7+f9H52^>{g5o&k?}~r<-&aT8fOo!^{HOg#VHv*wzWM&`1b|zy zKGFs!05tMz!VWC!e2J+)32#2(g}Ya z?Cmbfv+^|T=#I+0*rWe~+#uIr6~gS$p9*`pVX%GcC2xZNy=$@Ln}yYo3<(<|?9RU+ zz7hW-|Nn>nlmGu^u!zVJQ^i==L)z(Lyv9wP533N~DB>-@VJ;_uiM-m;bi6 z-+Rq_$$QFM3!i)Qy}4MM8t2{Z-R|}DI(e^PJCgVTz`P@hsb!IM9MdZJ_rB+295i8YF zsiF?VgtDkT5=ynyMeR)Fz4f#%YRepwYQvmRMaE}r)s0BN_>8T(5gCBb*r4i0Rb(7k zH>e)yBJvr#^B-Rqkk}quy$IP40RDa#=>8AxwtMO zm$CWfa3@^G8W|o!`O}vl4=5GG7hsTGXC@@uS2F9 zAt}$cj|kpr~xrj71bvOS*i!7+j^A5II-@w9yh^>bD5SyTm4O7B)h#({P7X-LjEux>sL z$r(rb&GA1{WPHQ+{VAb}jBnV!KPg#cJn2vKWs&iuKMjc(Px{kbS!6uvPZOfZc+#Jy zi^wJHoC4GoxrChqPw_=?T&8*HnRc$o19+o~iUW_(w-!U<7D#&`8pIo{lVXak-%&fI@!gDNyWtYuH73dazG zr;R2CaYlhj)Irk5hjpTkl!YUZVxo>Jya$37r%;gL#0XhD?#gs0@=^lndynf6f%Y99;aJA65uy&6}s?fNwc8{ZcaA6Gwc{V<*-Q&oY z@nP*AM~QoaX$+N9*n=1p2k!KP#w~PVHvfgd~!aP-&fsK@N;U!gO908ikac!r7sidXNP$i_2mNvtK zNF^<8hGJ!#Vl8c^3XMvNT}Y@xCip!P^3 zE$;-8(MY-~N_s6ZC~0$)R997n#;bm<8n|*bF{l-zjB3?DF3Ep&VH|n8%H+2&j*D<$ z9e~q?jj~Z6yoSq0<^@SyLGcfmprUj7aG0f)kBRzF9lvbT?il5a4Fp#jSw)0ZsD6oSlnF|LNhs2 zvQRW^CJm-!X?z++?4|QizoeL!&cplSu?#7|yue&V4U(hkrSp)M(M=v4q!$?7H(wP%JHgL*H(3BT)q%XA3XE#<_Qq9#aZ`=Wv#MY!F^Fq4Q|z2l z1x7Q)&V{PLXr|aXp$edxoFRL(DwsfwFAK&ay&-#4!8i!8`k@MpUaBz0RRu;bb$Hd4 z1<*@DhgVg>C@S^)x?rR!#v5-UGW3$82PIU2QA~Oe5;lrS55mKtn4JFY}?e}JnCNHfhD zf*VLP%^89xK{Ew0$O=d??Rhz&3rI2Tc{$PrP)vB!Usk%{Hs(;leGIpx3Ao;dyDtk_ zGRg^SG^)TTr}8)jtiUKItkvj(9wt%&e5n_7XAUybPjfn>+M%ED^vWxF}3XE#%T?Vxd)fDtDqY8{>lF#C)Ml;E0@l*_zz@Tc|foY$P zo7xhCIBkeQ95YaApN=?2D~ZXtWVDi)jGDU9{j|0# zG6MaCV-dQl0yA7{(4&|tFvFz=J@9m+of`B&u8nqT&;!*1?G!ZVp$d$0YE>Fhpq#*< z%hd(rY(taQAqJOf6N9^J5raq7BnFYqcnPaYssQ69Fo=9m_z-PHrz`Aa%vRRfGnhM6x4t$q?G~Y&Tf#DAO<-#qo+H&;ZkuhH44EL1LI6Y zoHSw(Cq)brG)l^uh&V<`ITKNIqogu=Dp_EZR7Ou-KuYR?zP>IXCG|jGyho&@9_Xv# z<^WmS`!kwYF^8liQfM&)i3?(orWro9+lS|x;ZwVPs6`B)f_D2!=9^Q9uva&KoIxS-$3k~2oj=CJTv;0T z@Cig17v@7n85xcxBOSHtVLaC8sOdh=Su#3mIu4u7H#%xM+!^HGZKC6>Q=LyrDyJ;6 zdzX1^PFa<2lvMrf(Cq(T?u|p)V0ZnC_k(xV`_y~iJLVnmc6r;p7ysQa;D@Pqurjba zwJr5R>M48=e-M`FW^G_f~oitemC~|_epleSMVFLN?`W+SH*YmjAR050Q`-W zg7dIFKb?3F-@^ANUQcX=<@pndHSqnv0ILPFV0S+1KfJUhhT;r>UWqP=wy-~Mny80w z;^h+=i3HXT{*M0)|Nm!jhTwa!J>MUHJ-#*mZ2SpWcRzqr1oPvw;*+p~Ff={@cHLd# zZDG~j6yL(D$IIg+!2~S2|Bil+&SMqfbo3tVx%XooVJp6bKM}2gHTQxjAK$_!MWe8m zFd*s`b&1+WEu*GbO{gA~k20b}B*VYMpRt?5tS7t|z7_5dU&mgGXYo~hP53~#Ak4>3 zib>(9aA-In>=kywK8luMQ+#8t9+nR?u!}+le+NHfUExe{8ha?-3ii|4g3ks|1Z&tc zUGPA#0P730f=R(B*tZXW1xA;kU2p^T<2S@t%Sy0vPs3jPnExAg;(r4hj1T>H{6pA< zzs-LEdlnw`AM_XdMgAP@d>;o(j3NI=oC0tYtTV1x&9FiyE+QDJhaTZ*Vkh zJZ{HX6gU4jzvTSaXc$wumAeE#TfA)XCxaQQf^RK;WASUkQNdY@XD}4Qq8==R48Ty! zKqGT8EgSv?7|EpxKGAlga0@}MW6UR83P;`}7RiNGS}1>^a40EL4PU1zsS7j%K)2x< zoo$g^%pgoIW`H-6e38T9MGl8&X>#e)a2EFMnENMSrw${zXldBRsZQZ8PBn{F3A1Bo zEPiG2OM?y82yz7jBv&vEdU#Dp-otBbk;)HwLmO^D*iG%U_`1a%7Rd!wgKmmkP&KG7 zDBtz}ktfad`hUAw7He3f{MNq|#3_6!h%AyQH0WKk86p z)<5i(C;4Ho9N`#$h{eGc$;D0mY?tbzes#5uMe=ANa5zrSc_u}*1;i278T(HMd{X=peWrs!zK0# zn4@wlFqCJYLe>7=A8Bp^j<9$S;j3;5i|K@8T=IicdyGqdaB4U7s1kuxiM2kLt4%!M zDvJ+UB>zjbYIxfyT*G_C;>(0(*r9mMPlC5i7)bt#faI?T_$JApa;a0+e99%iLBRf2 z-j8s8?3~5#EYcfVbCSQ2!jt@`Ej~q9(cNJ%>${-6#da3kT5MyHUaG9E&S(n11E2Q51)3XeDyI8Vx-QORS)h@Ot>DFpbbi#P{G*T zbc-67$}+$T+JwrOi#6U;|FZa*#ZL(fz2b!BoJ$rjTD(B0)SnjrFj)OBJ=5Y0!fo;v zi#HQ4afL;Xu$Fqq;@cLF8LalZru%?&U$u^^63Od2r!7)tSF7v5s1>K2RSy|pU1~x; zMXH8{c#~K)O_8f!mc>jMm}W6WxKU6Kz)CQwRbVTUkM}84Rmc03smg7F`9=<$N7&jw zZ}EGBmA(tEvPfzX<^dNd{Gs~6BE^R(5WOitdQ&PM^GliQz>*d-EYcfVagRrpTVaeh z&d7nJ9x4ovQBMT^MDpRWA1zX2RjBLlp>SP)w?*nfkW&w;P*dJb@``G*#YqOs|KZ(g zk<>iGJt_RSA17?+)VD}I*H{fuxR&f<@g{>X4hSs<7O7pzEs7nd@S+$sKEhPbK&t0* z&E%VOy_uw*j4<_N;9(;#yHF-ACI~A#zgzsxBE7kp$KcQh@$t<+%VG_S)h$*doGeLQ z~CrDI*Tm`cLh@kmx%`~E+@>8bu894So&=o63uvq zaJQg*;9GxH8?HjwHh9hAc8jkPW=qOf>1;{$TDq*HegUL@0USf|!r*m_I}Dck!Wm$( zKj9il?FU-`YCjm9ttI&q{}GF8EIv$F$*2syxt(}0+dBbc-n1h@hXe-p5x0uy-z?YkFf-x z>suUBb|tnrr0jsCu}jR0JxJGkId52`dMwe)p?U;TJp!>02w!jhz?9Gc_FouqF{j2C ze{*a4M=muTkh&O!ss!KZUCV)MT*br6vP@VCB>$@I_#%2^T*WQ2IbhA4ur~DgEL{ zgXbvT(coFat&*Cg_*U7{hOe_ouU_%Tq`;aHk#s_t+=(Tl#?Bg|E*q>WzB6ei#SoEYyX1j{eq{eq}!sXUKKNm+R3u z$9|wc@BfcI?s7U#i+dd3s#mB4=8^x%-{5clJ6M;0g0t+8c~5woy|>{JzBW#LYX=W> zgK-XAPkfcWA0GJrKlY9Q6Z4nw&3~pp$-m9-?zi-tVJAdQ{1IN!zv_!{wR}oX)8q9B zj90GJb#-+du2f39>aseo&Z^JwJ%69tp*E;T)kE0rFiQ97js=nG(_KRcKjj0^6;iG=;J8gX;b9`+8+VQF0_s1}qD zN(L#cM>zf;*c0--e+HfbKfsE_VeAWe4SoTi^`G?DVohR+_lWn5cL?72w~H7&^#ACc z^S<&Uc&8Z&pF6k13t(4lJ!_5g{;rbsFw?InOXEa<5H<&YiJvjo{~A^YAHf6Q zQS4!P9kc!C;s5V3u}UmU{SJGPo>=W^htnRfi8q2Lz~OiU@E)L-wn3kjaF=U(cPkyB z*KfreVBUltcq?kjod5Sb{{QE14f^VYm@=DmU`=K~%8DG~eT1?KhcLP}QD|SA^6GL- z+N!0z<$NuVfwq4sZ#ai;XXwjtqXFp*Wf;iNpP?gxv`N?IP%XYj8)~I&#KHzFoW&v9 zl?C%E4pBa(b3cb*B4?hr%7F4{SE%w{8)d^vn+$>=L2}R+6+r}11Q8Jsv!WuRm=y(7UekT5 zX7zjDZ=7@PIAh#1&iKaozWrm*r)O1HcUM=>)m=5`Gp%x=*;08Da2n8!nOn@2=`7C6 z8YK@%m_Y;&bF=0BMB-Bt`$=pefzNp~=4~=UneoEaXxh5N2*;M0E`Xmom6eU1f08(3g#3ZTwWrc84xzOVTZtbY`+ORmqT;L{*xRFpnsA zpQo~IB$iPbnG0Eiw&---oq9{S<^~A&RoWsu;bv)T3W;tcI+8HsMYtu*mUEoMMAXZ+X3Ptxn6^wW3Fl$jGW{YP(;>pSi;LrC$W;mauTKoMQn-=dlnaM+`XpC5E8eM z=uVGtzoo4cBULdiR#A*_ck(f+k42gS43?$K) z1pO5I^b6v5BPCgF|3=zsOMI(d)I+Pj9z=sdmZv{jh|*%9wN z+Dej8BsdAz2=)t!??}*HVV}{~yCmr5FuE&@>OtgLjp%^ybzD4h1Mauc0W07EFe5b; zOmrhtgHpF6D`0!9{x<~k|D{;_PlA8$_vBB>FO$cT?$iFd)+{;aprTj4#Dc-`-g@5lCF zpWBvrBC!(e{xcIr;0jE!-`P)y8W@$h8|?nw6Yat5-w-hamnP0nBu&h~&+)I~pTytA zs{fw&cJTPGjxPp>|Md8S;O`$2?+5Pwj`0@w{;Px4{tM$J;|lC;XTa9~Y4|Rf`geo3 z?TK)uiFhwUhPjWuFaIs>{YGR0Y-HlzD}a|@{SR^PPXsH$!#@*o?-PU3!Qh}TR`)vu z&B2jaE2tcl4^mj!|DEF9!8!02+vUIQ&A_+q1d4sf7xfA-?$7Y2dhNaLh#nXPzWqMl zDDQ5s4`Q2Z`j!3i_>Si4cl8ta>poU*tJkom|E$^wR{e!)hMJ08_xsfZtmzL@x2tYo zvTx?q^se_Bss^ftx)faYNhRc;U|0AKshmF4QUCG{%;fAq=Ge7hU7RbkvJf2h_sW6t z7TFp6_19sxsXAsH${?#m3_Oe9iO(=6bO&xFx* z7^^4@3|?-mlPSDzlJ8Tb-*uA$M0MyLD%~jIhe0Ux&sY>7L6_E5KBIU^i$LvS8pg^` zid5^R*U}=-Ye9ur_94}%P#v}?P=^ev)GG9|76pEWPz$BLH@jA9p}sS!dfnm(H_?Z$ z*NuT>lThG)W>EVL91bH|*M5VGkQ9xoe-!uWVAVegLC8ru4!06Q0RmSvsy0;lGt9xT z@JK;XjT6#Oo5IG45NwLNTH{3EPcx|gF^PE}t*d`5fH#Up4F)RzVT(NfA=6xgf&LVu zx~iGP#E`CbRWt7Em?a;`?`TxjzA1@0BVAbS8wFn$Lfmg{k>|Ifll#V}er+@_#Ke-W z)@WXUpc;*8|0MjlMS)L|mRQTDu*SB}`-%oawINJ>MC}d{>Zn2OpZ3^I<_PVdW)zv) zehnt!sBjH9>Z`Iw6*OdD-J7Mn;_I%ISSaC2mI=J17N zbb)Qaz1xcFF`sWR=!UPAdfGGs^c1OH)*f*B0^!ZZTq=ASzGGU|8t!lua@qQ9ASs%z z^;sor+EOklV6XLAS5kys>n}q!m`cA46b1UW?hyATlCDGG6&TbiALob7!CHRrmNlxD zBNhMJB9DJXg(LZw0FKk*sZd9GYY^OFfgEIkjr&F{i$_s-Ez0UMkOKFqYl1)RKlTsuOG!7YWez6Ak4>=`R?_job$~NOK6@ z3)DJ`JhhhgsFZN20~%Dq429J(x1?#fK_!=d9qO0%L|3D#Us`lAwXSMi(k-+o;XZ7U zawl6P+$k1ucalZSeaN7Cw+HeXLX8z8vtO^V$B4J0USswq6{g~%lSP3bOI-JK=(aVw zx~I8I2Dt7{1PzdGC*x_05MD)SNlAIVMWLjD3I8xj1GDZDA)8a_jKHz=W-!O1FCMzc#NKrx-C`gbE?pGSQgAD)L#i$%#S0cGvC|?hc31?8UfKbEWu(IC zUT;*|waln$|H)knTCV*kb19A){$_MtwGSqoK~(J^rkgCnth`0=sU~zF;e2HgcfKUF zKf&mS56;}o{_qVC)c`6TF4aJbxav=+W#Cee)rK3(3Odg!V!0`-^}FvC6Z%*=F^i<* zm}<2?j?r&st)p>HznQhb(sGol9Sy+Nq)i1J(D;XhX2sz=ZgjI`>}iWYN=T>?cZOTU zoDl}q_yTc376nQW8eLk@F=~ts1s%7>;5dI0C*{BmOlcW}Es|mtq2`kB zqK2DudakO~4v|4t50h%O1D8f!wc6ZuNLMSA2P|^sYlOITueFG~jnJF}=d$1e3)qEb zAi&+s)T#PTAdXoi#HZ%q@Im{8R0xG4D_ylh!ug4G6|g>F5%T2_5^?dnMS=LIK~?@x zvcNP4SF{PF+7|Lo7I98?waTo(^+-1h$#@7|9*DyhN%00Xa=AEURF|DovXfD1mo!o# z=HL=SHKp^hMZ)=rs=+f2z=1PbLUW~P0FHeEVEYGvW15m5Q*F4Y>G=QA?pcce|04BK z>MdmbdkJ3tPo!2O+uz(&7Hsq5;Nw3i)hE>*-}o(3jo{&5HB|xe|JuL**W?f2z556Z z^ZS##lA7agMRFm0`-_qV$3=veAu$q6^0z0tCEDRz{%Yjt)690Ik)O|rp96#Zm-w20C;mFV=AVy0 z6<-%$27dNpc<>j1n|%nF*?YxrGXDGZu|j((7}-n2CBEp-hTnxJ!Vkd#@M`!1GViSq zmxqslhyCHO04#Px!v4s&*EMX9wSLWGR~2~>$|BDm3(f^U!fXF1G9c_jcD*ggt+x_P zcC&+YFgX~D+y|NkKzr=B3K|Dj1y=->@Ks+Tkl+D0i#&Ro2jESAzvi*SxBTN+8=r-* zrb+(&V4)x2-vXAnw(!w!2qyZ=@WE0>f2!bH{%7^IWl4M)S@Jf+KYyv=0hkJ(fYI>I z@2`5PPT-1fg0J{mstPy~L3x2(3cn&B-4}2?d{e#(UyNtriMbwXh{wMe<+r*nkMDN)Uv%(Vc-O)!qqWWOc9^vV4oI4mJy}^+Z;Oz>a$*5Lq1pTMgzaix619T62+Y0tHxTMD{uZ zIL{&g)<3VF%$g{(c?Uz8HBn|uPAi!;QD#d{qoJ!&z2FNbvJDNuehsi+!51Q19}4z) zD6%@jjD4;|R!5j2^^M5t2s8FM_SO+*>~owLBFr58@X2g#9pE!}kCfS3gs>k%U=dfe zM`U%7SsUbI%jzIA{!b~gI>?M82r#RI%s}HHvef`OU#NJtD$b+xg(6!83TGLrAjS*; zRdnR5vkZsVk+04&S7a+0;PEUXUwvnp$RhC7QA2P59r>z;po$JJQ$tV%;bp!WBC?2l zbuK@SZq}i%aOM_S9r}vjO_9~1ulOkySsht+UTqv(N0xz$M`U$m8T{)+R!5edR~wae zWEtCs9@LR#49tL8M3(t%pUjrfJ+SOZTx4}*8R%R@R!5eVT8X`MWZ9kN(6Wv!yR%%t zvmqALx-y;xON7%E2k=o)cPH9a2H+ClI0X%QTf4t`ZBYaVH~?IO4k|-JU6Iv6WnNoU z)H2B9AvoXw;`BCCVSV#k!o=%BLLu|Q;WP+9Dl$1?~j^JB+EM#q#n4+)XcF=fs} zsH(^jjN#zCyx z23=D|@yrccdS0eAx~PoEv_dofO!Nb6kMGYE8EtylO*o`BJ?tjzc|G=M5$Bm^TH>T& zc$`vOaHZPvfYL~0wB-Shk;uUE0O0zJ=~?AVnK7nk6@oQ0Fg<>36>gihJmCKn8EttG zPAM|5JOH=^1h<0xp(gH>wmnD(Ei&5nC@^$owCz!2ahE~XhM0DqsiP&fYio%U)3L4K z_Y#?!2H=p|?36Ey*0k9vUltl|cJA!~pv_Kzhc~0m4v0HN24)Aqd5hEL|Yv>9;X7UAMWT`QK@PC)0Q6u9?EPj zIG*l-QPVc?(%tdAw-xDbsMsIRY`UufxUMb+;JP|vkN#U^+HijqrbC%F+#iK$w6D#M z{29Axvm<}TpW!O%8i1lY0Pn^pV;@fE86(PzQ+-?@riwpF=mX<^6j`O#`rAXj$3A;>ZkvLTV|r_r~iV|^7@ud z{{_2h`y=(ql`}x_^m#b4#5t9PqWm26w0`p`KL?|=wBG9x1l6at4Z5`~%Crr-wJgp~ z+n`&^20X285Hx9RgD{69(%J?Iyzr#sC=umk+E}3J;Qmf)3pDgOG@~uh(C2V)SRfxD ztql-AgeuwqA;easwE^OXaBL6Y=0fbm48XCq`MJ3eM}Yb9Z!Q#RZGHS%AUM+2$Dal2 zBW-;ErfchiH3czUTc6e)KwvdNU(}JcAY&R&2tGyH{_wl7KkN?xG}-|1yF5AleqCwr zKI~{B>JJryYRg2_A1VZE5+dsHC=`M#30BC#Jgu0n%@C$(#dK|kCaee96wHtlPDAUk zLjd5!f+6z5X>z&=sb6?8lhg0f4K2J_$mv4}xpMkoLSVmwEpk98E2e8>6ut@qCm16? zd{s`rQ`dQP5KhGyqelnfR0g7w(+xyW0}Q}!{S5%eR6hf7a(xW|k(0JVPPY$u5zc4JNx!5jpz77 zG+W{M>QT&Cbb=3hlen3&@GkU9!MlGjW-dy`{kRkUhG=)gwO1<20V9#kF_Qobnid>x)G=of!YSFXZ~dos2qVyBT&hJ9l!b)M4)^G zuttlPmp$W`jX)U#_Vo9C1NMIcHyB-K+jW>jvw%gwHQ?20NbsnO0FFf94Fgu*gS?Nr z2;d0=cDF_zPptu%ZNUB;k*P#$05k)Q8(aFCDvZG72uw0y{RVZ10c-lg7U;?Vw;Hf} z1iWrc%k4qnslf|JRLlbTw*l{$mgfvuepb?u0H7fOKtp2Plk%vk1Mr~%FFh^~N8nHd z4o2X010H`_?vKE$5!h$IlYdL?SK!6~c1PeP16Gum+aj(!|EXADz~1E|AAwv1vIgv2Dd_G1(A`;)6%$PnK!E|< zpAwx7SiVU#kHGZ??A#-&N1$2+sv7WCLR5*sWf7qm?v;W^z%yV| z0jEm_pwSEPN>sEr0(%Ttc7)S7d}SyfWi)G6@(vLoqX$hpqruz>jST=A8vxgsqTToN ziy~0LfIaJZJOZHsYc_cFcpf_H9WWYz*CIgoYj+jzIimrf$Lh#h&)Vm;-gr|4Hm(aJ za6tsh6DS|s8G#)Uc;0}+XPjOU=tr~|jJ5K9 zlBcNR%fg{y06@cF_g~Jprj6ZanT&va1R6P$NmI+aAp)%<(8_?9b|BtKo5z=)Ww%A( z)(G^Dz%2wuV&+_*-izP%u(G?A)SWM`^;VdgyFO&}Tmv+VH1ry{jihZ+T-MtAIR$+!btZ0Z0Yz8Z}_U#o+W+gBid8{6Ag+-xdr>+M_} zfrb%iV8F9Y-5v&P`P!vk0H9s~SYwKwIWLxpK$<|xq0#kB%6UA}P>(<5v-6E+^BISX zKEUgdhRg~yWL5yktUURU*U{7g=wQI6W3i(V0KoySX5$t2SxL|L#;VR{Qv={11j@Oz z&&I(0+|*s)tCW=`O^tO;+*|~*rew`_#O9;*HQTFLd6}uOW)>q$zNVPbn+X8DnE=q0 zttoOJpvpz=SOZq=^k}TEJnBp`8h{5QV1I^E?uACPBIS~K1SlVA&NpYV{C8<3NEL8) z%YUb*WBE@mjSGPBW*2~Q1h#uiBCwdiEVeoVWEGYb#ON*oEH^~}%ObEe0*?`B?wpOl znFx?=TY8wyGa7)o1g1EC1Qdbc9`*UsZVo+Y05rswc4jml0cbn|(0Bx>PrJ8uN)V_S zqr1DbX6(sG^F*K~JD0FS4*O@ae)96<#p1qX8LZF862F-IbMGb&BwkEBo7ez${`vSa zo(#6VA&I_-OCN%m?RV92aIzl~-Q`#KPHvxQmZ+b&JaI8r>Xn$R)~hXu^slIV`Ijmq zPkUVuRbK_n?sf6id>S74AIIN}?~Cui3jP}S-j$fCxZ9E!M8iu8f+Bj#1Fya!9rvcTrFn?GlGZx z7FZ+iBpb9|&A{iht)H z_uo~QtNPvr_*y;B-|cTj#6ik)dRCA&9K%#SEW;DQ{SYHrQU%*#xCR_T$g$*H3y7~6H}wXx2WSS+JbZ5OI?+^ zJXJAOCgmspN}fr6o%{rz7_TN@NIngg#U;qYFg-ajIVw2_asFMCZA2O2gFo*y{|fU7 zZ-ND22eR(1=8y83d@7&7M%1>Q(7Az&g7U;00RH}9zT zhPT(`f-HgPi#6V2Z=;z%~n8& z!LtN6u2f)?^qB9)FtMI`NK%L zo+0Fa}9!{mJt;$v*Zs?ymU zL4>1QSgy2t)WQHiX9U-8;0oT9x~cWOLil|V3QAJ(x+j(VFoHtb{ns@~xH+qBBHS$P zwPt%*B|@@lgt)zCtS@=TXdf&XbNJEg{=k+m9s)-dtyy-oE@@SyyqN_ zAZG_HEaI-cEo+LH`+(K<8duNt>uavzrbNdG> zZR_rgt9}F*R#57e2nMPb!AEXVs$vAWx;TP?x`^P?ZlSY2g5XoIuyeo~5L{9Y%LW7& zyGo9apex}<&V2J~V0U`WQo!Sqx);_9u6;ajTYs( z9cl0Z;r52W3544lqMbOfj;n77{3CdMf>?g%UIf80Lv1ad>AgovaEG&oq|`5AR@v5v zzl3ROX-yTgPr%Zem}s+AYsT!UF1Op-uAQ+xTsC zRf})4mhI8Wapz6i1=&2*oYT{Izd>~Ha+34sH5 zZGDA{nj%%OMZ8>u@a=~os!PjKiwir&T{}V-c2ce#p;)B!?y(gv_PoInWZuvSy510i zSUdLS5M1ze=sX%h(C}Dz!gqeQaDC{Gh@f(ZN07V2BIvsJTG+vNS6f&)aBX)lsO-76 zyBAbu?p?OR`Jrn^5va{wJIugn?&<-B-k4v&;f=4ae11V`+6M_D*u)4j_8=fHYsMm_`+?*n_?27jeLA5rT=!M1+N`^0^Uv@ z!k6mqqV2Plb%0v7)Rc>#VvOu?t|4=^Kf08s@yky-G`_}ch#eqwMxVifKU`Uky(Zb3)n6=(|Xfx5xvn7g5h=~oAL^|70sI1=st>S$dO+<_JHavVB;pd5t3_BP&8eyCL9D)y zP=nO~EOK^7mckn_lW`656kee!BR-)lRy-vl6wb+?<+t*4%y_&j56f4PuW-A38cgx4 zz%{Ty&Xj3HDol`Lz&CIgc;kB^Z()1z&tE4SV78>1yhN6lrDP~Qcq05FenkGl7ic=?ZIzfKgRN-_=+z|07{t79dBk?qeO(fQkm`}oR?kGN)wkD8xfW*Bd z29hvDJoxaVtqvsGkZ3@nK8YG6=&X53v*j6XCj_3;)-NQ^kf3h$zM-wpNtmIiyw_;U zj6vn?pe?#EZ!K+6?|O@9i>|?=ZuRJNJ?dSr5mhn#O~{r^TbGca)AbCa8fGj=88d>> znXwbJ^&SZt$&C7%(GZ3Uoxb603yEbU7Lq6?ks&dS1dUxbk+!Jk*=X9LValkl8C?Ub zM`g81P+zmEv{i5!cdSYhwi(RCnY^<&V#gNu2wliXloz|bG6FpMO)oSm}|!u4Q(|h z;gg6N5u=9-i6`|n#OMKvnJ&PT1u1D@#{NNDbT?yky0OKiTtI^EZH(@1EU$SKRZsK3 zsri4g`7h0XPwyg?dGru9Pg`c#O4XjWt|egx0K%SW%RFULg=R~hAz@BY$_=z-9&XHu z(UuuhQqpjcElFt}1x)SH7M%-TbMz^}kJX6%B-W5vMZ#Q~6q9MoJbK`|psisf8j)Z| z@KYqdAaRVuTO?j3VMY^X&}eHtiKQe)k{C+jb`s_$Bgr~#Q7`eUXp5c?Zhn|RyFyAD z;G8a#J4Wf5!6-d*&!jh-lo=8alemur-5jqwZPCr~ZlEpdPp=kj(Sg_>W{aIBafHNS z5-*W>oWvXwV@M1kaR-UMBs!9y{{Zv9ule8G{J+WkZ)N^pW&T$;|Eucegjz_#3^<{# zqAfFigep&40SRNGg#6iTNn@0Re2TWrV~I5Z+A>cB$WLg?beE7<(pD7`t`XvI5}%S- zL}CVs90_xm1U_o?=?XdmmXghu88Jdsr!8t)&{+$glyo2@SJgXkGbROMI@}{pclU)@ z>Vwqb)ZWyN)Kge#UYeR`;{G2<4NKjT>W$2PZBk9_N^{v%m~s&H|9$dve8azyduOE-3yarllLYEBIdsnzSWscZtsuA0!SVi{B1>sjp2e zMZCZEwtpZoEOAGoccM$84YKytPh0^H`|}d;fH}sNV4r2T#AuHcK_Pn0CZF>@a0@vT?PjF5@6^11K-SF$z$>z zBw2b185W*ERR1D;D^HUX2XNG1gKy+2@zaW2#(|D^tCf>of@oupV z1imZ9A~6$R#RZ7xzgzSX-9>xR95ETS@HKpaC?O>O6JNq#^JB<{@H)PNw;`5)C0~Ru z;Awm!AI*p0>-T2f5j^|XAfMi4@C`r|9p-n=c;8@#=L2{J>;t?0Gv0b{nK$2k)qTPJ z(>?9wy@$MU$f7U^(fr-KcE)eNrgy1#K3MiCmj7$^DKbvJjx4|1*b{6edz8&$(-6r& zn%xcd$!@G2Yl=Aj>g*zh#Ln)Q?nmyCm>~zD|8Bu(&;P>^S`>`-e@~r=UHbq1QEFH) z3PvjsG-y7Ig3(B=Nb_Wq2L;kjRZbq{%gI)I7a}w)ywg{9#Jj8WuRuK;<|OmY15@P6K|U1#U-E zY2uEA`=Uk6-9_lx!0BO;bZ$1SPJGtsPO97Evavx0XTV-g=nKxDwTSVpW`}|=_!a^m z30rHYbXrlZou1Q@3U@km{spZ9cOMnDk}l?Y_04JpQgEu)%Ei)^R#gc6Ye-eWzZ$@C z3X-y~1)`6kfGJ24vra)m#y+Fn5+Zh-c1y%QHL3}JD)F5~p7_=jPWV$0*Up5qp=wTr zXO*JvL`0cKd_@x;i#vy@^fB%bd&`7*N_|1Pc^;m54*{^yogmfSf%?EAr9QOCLsCvt z?QZp+QH}pSRNq>p6rIU<_^^FVx?k}AXpxY;%&y~qkv&PZpX*6|^w9YIOf@5PPav%B z9wj23Cz{Z%_XtEz=p7ml*2krwtj&yq!$D$z43G4?Pi-H=B55zSVNzuq6 zPw0E^qf|5`RR`aLV}{sc0;h{< zcW?jxaH?CxovIcwr>F$i#8yEeJZVYHB`dY+9KSCHp6)p0F zrr+}2G53gzNOfymenJQ#_Ea0;gxVl`1R8Oikypa2jsQ!T z2YBR_RAPTSXT;OImIZE2Dx0cY>eCTZJ$Dc3 zn(^4Lgc^jhy+vG-IUaG5a%+?BBI(wlLtW(7A{7hSa*GsOMum(mHLBr%26BZ(NM7}AK*LpZD%XLNYbE^un@-Wq{uYxcOeh7fdt_tx-48`B(gH<&^M1bZ2agqJpj zL!a}elWMEvLoE`Vh}4E|<#am`4({!s!cEeH8xbyW=q3-V;JAdLlR{C(A}&f>!~|BV zP7}z{yhU?%XGx0*gFnf@$u~ea?7Nl?!>^qJZZNy5rlxooEqvAGFAIiI?k+ zEzT-ZZB96JqwmUqordt24KA9r$0C;rI`(vQKN!7M^-Vv&{#e0KPtKyvO zPybae|C4l07#wbOxAt$M-XWC}fXCUW9IpX@BP~id3-%EuD5Xq?zbz7S_yW5~!D+VqZ##<3sPsS1v?cPi(EsKc&i-b4J zG;(WMZ-!Cz{*z0(2fhFFq`p+&?fs`5L51f+N%yw*xj?od-RXpPu|-JSL+I-;w#gzM z+eqjL2eY<5&)!EEa%U3)(EuIdh@T+UQpw3M_g;$BL{zwx-)stR;ciK?La&fiWBu4ci+JpHi`*EE>>f|Y zV-Fc!kEdmf8tL&g5|&t<7o%2sfCRNP>G}rzV~Zp|W)Z$V4FXexx4|Ortv9IKk~rL^ zbx(A=mHC>w&Ij@(sk+1+8hqWlNQVYww=T%LVoN=Tp42XnORtvEb$Q(LYMMrXY8X}L z4RN=UMbf?0BIM^GG{|@8)uVHj5UJGlnRKoaU@4XmCUq_1KK)o~{;W0T5S=gNt4(32 z!-4$WA}k>pbknXtk$t>rmr^^e&O@#k1NBoi!1`ZajX|>KLgZQ;o+^=&SnWTHwf+f36)giT4?EwAudVEd43%`Bv+`}(m7V-y7ir*iT921{5Q1L30q^ z6Alb-4ZEoU|HeXiQCJ4+=NG7wVHmoIT{snd8GI7F6TFVq{_Vl$U~RBeZk1023xXNQ z71&v|35u}hKSn9}xBNwZkGYEh!7V}Opp9ImYGUobK~NKU2QI)``o-{eR#^N01+y4^ zke}~gOodqGe@{H+Z}Xo-Hoqm9(a8E!{+9#jzYG4m2mZSU{<{bM|MY-~Mw|PNPl2xh z-x$q|T0TWJE*R%iaO~Vx{pPU#ZSf z^@{r|rU9ZBZizrI0}!!LF#;4` z3e81EGjpAMB?5aRu*ZNIJ0t~-0#MK>00kc|DJQ3!I*VPTUQQ_z}>XhYy0?;ieyDMARsrU+~_VCe>2gEIG*S&?wF5l$VrdpHZFC?6?7of8bsO7y$%K5SZXR5CIC3UwqqbCRi6P z|EA#4$qq&CKRSYaN}3VuSOh*HFvz^`~fbY%K%r7WoC89g<;KM7Qg0ul9Mw$Ww z9UQVh^V>T#jNx|wBo)<_%^QNi&#{rG@7` z-Aw?xo7xxO)S3H;bAJTxi@+EH;6abTnFyRFFv4jQfg2*wn!s>}BEaVk0^zUj1OOV7 z03Va)PWRmiykk0S?m%RgM?Cu6fygXxCgalXn>EXDC^KOIXmmnGYLRX69An#fZaXArqW&+_HYCqiolcz6q<9NUDVsk zTdc&?1+HoK=;l^lZ)G#uvAt_gpuKBPpuKBPpdovO>NI3~Bd{j|FB>qcms1>pd<1e4 z$VMPT;40S3fSErzg#^BIFN;8B0`D?<7-sHr-zLp2_bmcl8MQOBE2Ezq0Q$L^S=O0J zb;>$344Cm(jI03wS$=?RQPI{2JZm~*#>uW$cCnHk{u!4${i){VPQM8BjX)m*inlv! zBd{g{^cWZ4?a?_Dmv&#EqSEe80;L!|Q^lniJyXRcz2lnyf4KWyEcHw3yVPf?_fv1A z_N87(ZAooNtw=3Q%}S+Hh2Z}miJ0>~sUE2gmjAz6>f%({R6NC#e@ZSG0@kZj6#LmRiiFM!@ zcm#g?MJAV@{(8R|+6&K;3|AGJi#c(Tf`jKBiI-C^VXTH6A8#cV_!T+y41MuY?2LJZW{Vse1UI}&v z&jcHS74WauIsG1lcfinKAbjh)2JM3D;aOihs1j6wUwsHhfOGyS|4aW9_|(6S72ECp zW`C`}6mb!n4d4NUO5f$*j+}<=u{irb&*XPN?KbTHYt#}j0%XB7_JA6$?uzpGf&0HE zd;~63rIZiP`d^U25Az^2Ljo^>C*>OW)X$SSc+_J~#>_i(lkJS3Kpk0CUL;FP9~u09 z6+ej2#ZmF5*e`Zz&OopXE)+AwH1VLgPYe|UL@)Txw-VQhtH94t32r6YSKu!&|9{Uv zM;1TL{J)EDfycb|7MRJW^GW=Ec+203JbqnyTi#6P?}MMb=Kc4)e}Y5cEAN>1j(5O& z39$@MdaJ!9-dr#16?zXCKY>185AQ~=6__IGc~^Lq;3<&uB>Rh_he@@+7{< zw!&9nmGKpr&L*+@*-$os^P&xrLuMXdiA-sVpfYns^-+Y+Lnn;i+pMz*)h{vtN3H;n^l(xa8W8Ye5MBF8>{K2KS;$1O;h8NAMX}+TEyUj7 znMD!y)v+oL-e~=KD`H6&FkuT6a zhtm86)US%HQVeZ?~D9UD73#p zUb9|L_|xP0At;&fr_39s*_o@*&fU75nXAx_rkcfi3(sq++1rlGyrG&sFpxg z@?e?;D9!V|;a+#1FY=mbHg*mrnrJq54(F_iW@G1Y&LEogW9MYv@a?Zgwwk=*+Xv%- z%p1P_hrd8)fp6c5J^Teu5rq3bkjQsN3so*h$8<6PCv+2SJ4C)AYHL4$yym`!8-UCk-u(lw;&4~#!@bZHZECYrdK@l6o2Am@ zpn+KeK>yUiQA&>!`Pxt*rzFqAD*0_b7I|%y*cR-gjS|~}eY8Uhro3wf+y3N?6)!=~0Yx?VI{ctO^Nzyr+^4cU-L&~PSHc7}1#`Bf1f9)zF4}*mJ zS0wYWM@}q_^a1&c3E`>@|8;&WbcX*rKNi;y{%b#$A1m^(Ne+u+1Ztzi;%HnOB^F1& zm(wlm{}fNAwn{hMf=kg>>84xIW*J>p{FX2Cr3s->8>a9T#`7>te)x*W!!9}ET3mrP zOajSV^4c(oYw_$R^j>?Hqm$!=U?mI%_TJ^V1%cLq2tnq3LMX+%lGdTryq9Sfggh*i z51oYPI0|>J#10-IoT6dk2QPxmyIS|yn$jX~jMVCc$QvWIT8i8xoDo|sMD9TYO3Iuu zQHWBNIhZIXhR{`+Gkn-ZMNH(thmDLFMItv2^>qrv+ye%nDNTocO-U|t_XAv9QHk7r z2DlP@5C9Ay90_;OH>(X0IF!q zlxm5+wPn)2B{^-G#_UBMZJD%>Ne-6D36Z=cr%h8h6kVoGQ#cd{*QSZ>L{V=8P+8k1 zhSY?)UNBbYhdkF)OZWt6%T(}@$n`*lU_aW|4A{YbG@==>*$H$+R{$hkUz>$gNmXoUunc_h2{JBOf}MGp|UX|CG7Q zbhWnMaxwL7^C~>VgqoM7vU7(kCdwb1?CY% z?m`1lSDPaQ{fnG7M>^kUPMag00yL-Jk&yS3=U|O|6y>xr8afGAjaMW9T#0^18afG8 zO5v7ONby`rEpd7#2~p8hCUYr$%0*LgsHAz4r;1!cgZWD4j41*Uip&{PH1|c+3eaSQ z^*D%cfZ+I|b^QwKMGj^N37u+6c!8tIT^Hjp#tiLViP|tjer)$jnKM>s`eaxWV}+(q z#w9tr5GbdukUJass^U%Dg7cf!9#hye7@5A+p*Al?ad>N!y?j0d|88@=GA;k~TqMdo-v`P}m-a&?YEs zkG-`CV&#!AN}C{79x0Wy31a1OV%h|;@`20_)mK}%m&xosgir`NejhrK)m8{;hecLf zp_U_YR9GRu% zqn*fVBh;fW_R&VDM_-(nHbOo6;&QYRLcU9p)kX;EE=5)wA>_CeS#5-B9mP5K(g(+l z6WN~nOmpb6o3(0ceVi)Zk$fPYg(dQl5j5KkgJwLkignd8D-BBNDjEpbF`gph7o zWVI1e6@<(hBb1wrV|RqALPH!#zZz9&2u*tfT%Ls;@+&lyS@UAFsQ}5r+URrGRDh&p zHxR;k8B?^WzzgJH=PKs8tPZQfE?_Cm0(1wf zf00-WCz@^k6UaCCh@by=?m;=yZ;si98vZ4zv$8!H20#55!{Bf^3O$(`<6kd2shGF-V_xmxLO$R|Dpol5+@bbk-nufDy$>?BUD~k$A5#G z!Xl_|*-tW0a^LcpO!+G>U3H`MZRQ{R>a^JFp=$w6t(e!f6^opWPa^2K@M+U0 zt0&j3GOL_VBPg8X5#){~ftj84oTz~;b8HaFY|Jh{Wa}ct@!<$^HYI`{vv+BBhOw!n z&GzAHI>GdVan+j`lV*=@M!HO8r7TNMx~^2V=hJmdD%T284Z=q@! zL8Tg4=qOb^f}W~o_i|KKQWpM*nAZpjWm%94f8@$1?UYy?nLucq%~A6C2nG@kZ@LqU z=E&zriKT9&1~FA<>=4q9^2qAd5&j z?KvfFe@}ZZkhYVjJ?CLA%p5m=e<@|3)=cHNvJc+mlUz2VwkDsHcFYy7X3~zX!qr?} zN99;Uc#E3C9HOj4N-UMv_AC55Q_@TKS5SNus0p~4@e z#KelQ2huYu@FdoKiK&$%RIVpG_7Kz)5!%m@a~41zQMQn76j6tU0G^nV<2O7qcW)GyY;R{lwshXvWE)ON3Zg z>f{+GJKKgXPdNP}$en%>^qjtQQdnW?L(1aqamPMn#oMK0AHCx3+<_abK7YNMWUH3u z?#>7@_XP_}ake3XjBT{AB=@W>#N4rWoV58@1NKG)C9}gc|8(537npxqI`*>jPjhFB zt?Py{YnbyckJ%s9T*-i0%bP1H@YZC;Os=HIj?$Uqi|j+I43+bA1iAB+g)DHch#+&| z8LY22$DGSanf*I(>PC<|c6?_4_MAFa`&XRVU!3e;f?30w{mWz5L=_mbmKTXgc@L{S z#Ci7!db}GQH+zV8waS0+*sE6gkJvt|yqz<9OS8AT%-+)M`C-IBmOVf4>`2X?&pl4N zWxi03Z6Wi8a9)kH+<`;BzTC_g&R(lTW=d9qQRGv8|KOJ{+F)l_U<1VwCp1bNI3_G#6;n0*AMRbw$bn5R{Y z$6mH|E6SLC+^1FKvE5c157;vi1UCx00sT2G&g@7l`Z{FYsJ!UwfZ3Z{bTaNnmhPl< z>)8q?xod}7(R9Y`Q(82g+oyEui_E=&`gv;I;ED*b8uZ{#t!szu)CzIW4!Efm0`F>S zeQE{e*}*xr0{85%{**&rDJq}RR>f>*O=-(xwhIft3><6S3%>+S0M$jhU_LB@ir;Ht zI`j@lFz^ujs0U188$R4BFXZl*5oGRH)K`TUx+ksj0u`GXK^dE6%P)voBUxBpIXBtz z^3v&K%ggJm!}^zE@_X@^ZGZB6GWJ!Z<*}1=Dzl4%TXd+fKCRhBvbRN}gX<&2n$u3R z+lQ{TT(jFt*IKUG?YSGh#kF7x@e%rFYd=A|S7R=AMUaUXEo>Mt`*h82sF?lrnBCB0 zhJfRo&Hdbyv+0INhXZ=G(xU9+3ww;b%l}S@Ki|~MHPaCN?RIab{z8AM-!-)n(Y_+~m2FtUf0w!_ zRVP&gd(XrDB0uz<)ETMr@C@)%cJf!mk-7(#14rN=@Sf_2sA`?n<%nFrGr1}GGGf;+ zPcBJ5;H^*Q5mR7ha$<5+a!B$9@)FRKu_t}Ax7&MFz2?15J_BZu>6^SHSzm2ZFC}Xu zLSO|Gm{#5dZvDaj+3v|i3(59} zIDuso3G==A!hB+WLyY{9>PD2I_7#U)>td#plJRA)4S&L@($?*$2IHh>WM=UE*!wL2yz0Jl$0C zBqHlUrFdzqH`s`1a5Ov^eu&kE*O2evrEpdFSolzQw>JpU0kfSp z+n|Ga2a)x*;)|_^cLs7GG&al4VsoF#g!RoeVQtEU7*+`@hDBI|c@~lN>cPsv3Vu;< z`4+9k8)y8k418wc z{ER>6f7)um|Mus9ufTuf3K$2zrlb7h5&jHsD?(rM zArM~`h%cGIVvyLsg4kP->|tVBAAehcKq@EOo^r$&Gr8MV`eJf6<3s;(E&@W##z2VK z7zi;NyW_Y|8=rUsKJMcq3B>IAzSzrwm?n~=z8HqiKI&gzkn}GQ*D-;GATgSy6(N?~ zI@s^R#2ux5BvnEOMJjzsuHgfP#wDGbB@2$A22`OmoGv>QC6C4*p)hh#~N`yzZN zLNPkU8q0RB0V28s13aE9ryD;)wM zma!mwmduEmqfB5O=H&t*HiWb?!xC)T<)rXl-XO$@XdBRZG4=#We6)^<`ArB#~ zvGAeWp3!2Oid7Xc^Q7e!sfE=QCgwT%p#t$B6Ieo7SRfV@2$?wZw>i=>2zk8cKVwOQ zAXZD^XRPOhuwjZrmvFuv6Ag05H1#@5@bUXWfe_-+*yr$C%1#Brxlfsk2z`*BBRF$kH(_~7j-Wp=5n3WVqh`W6<+ zQ!#n4ZpVkPNP0VB8;f1Jz9K2_>H-nn>+-J45`5fBbr4b=#MZ(gF)qICHbi&O6JI3pw{ESMDc>`?(B=`-DJ%z5-zv z2uld<%7ZlLYkLVx=CpSP3envCyg-PWn$z6Ah+Q$6-r zL9$GU(_=D)=bRqfRFG^GBJRjU!&mLI1&K_V*@qpuS0LnG%|2k))B&*fU zLdWluj#FaiJ+o=s6ZSn5C?=fC6+A^nF5g(qJq`2Ky)Y&S1>W{Gc8vggk1G$ zZ^z^mAmkJvIoX!QJ z6RX>SYDR?c3xFCPYCWs5DLth^2Z1XD+S9?wYwTAdT+g`Lx;jE+qQr5;mLi<=gUxb; zj(VQ?{R;N;kRy~7BO*yLuC?&ILcZ3*^UBC?8IxMt+nH}^Z;Oy$lOW$p-IyJ-VBD(sq9GL0EzECG<0FLQ6v|J~{Ne=U7boC_ zk^BP2b}n)=qFf8RLxfiZ@p{&?&bpW?1M6&~V(u~bJNJnDx%&ZjZ+E-f+?U*E+!gL4 z?t|_!&r%3zfz-PX4{FHbRyyjJSJp38oyobY2!}pNs z{`GJxcG+LRckdJ7l5hbs+82j&!fD|x_~soPULW=juMRt6pS>Ak`qc~14y%Qyh2_E$ z$Y5^=zhWo+Hnj-0=6&1-i2%|5S0dKmH^E`#0Q?|$8+-6OgDt^&eC<9HJc+1(i-HG& zJA?V~qMsU!4@Mw^egB|W&=t}DTEo7-A-;BN2UUYgLD?V`c-VpeJHB|o^!LNc|80NI zzt5t8Z{DH)K))}xOt19Y`7IF@@B;rlzlLAgKLx8JailIk?)~f?^$vTVB0At(@J8K= z_<%3K_4Elu2wdRZ99cGhRW1d6Qz-8uPtOMlC?dDcQ4jc=gfI+4oavgRt?M*9lskzY9 zF*VJZSivccoP^km(!U^{!58{7{XXId?$WPf_2)&{ax6zI!G-#6_z29^)Aa;B3SI&? zAfn(ku>QDQH`k4j$?+V0mOdQ;zDwf!-%-D*AJy0Dp!yj06>q4WYO`9aR;!ip7s#tS zkb7{78i(wIH^P>nr@BgAfeeIA5M}UuRZCS-r>e*NnFx>avi~fyDLx7hihKR6za9Ay z@4?#CywnWDqZpmKIW-{F2kTOuQ*Bc%QjJp$Qs<_sW5uZgY!||m3)_XClHVi`!Bgd3 ztTVlq+=3j5&nKTsKAv2hd?0yea(;4la%ysXazyeb#INj??25Ie*2$*HhRM3g+EEsX zPOvj6iHs4HFXCh5ia?%-WVPh!@MtOe&*r4Ck^YP#aC!(Q!N4(1J?|mn{Qv5ACpY2W zDllDu3Itps&DX0?h?372rssh+8CFRRNA9iXbGyxdguV2Xh{FKWI3= z3VbE-g#d>aM#x0rJ`v#Xw4V2da61IH32?ku&*Qksp0`?r9R2nGdfmJSq$EeMMYc2H zh6%{nz3#$sAY0G7Qn(fZO$9CyXduABRIy1+9O6O>OcvnK%7Gax9ES-G%uwO@k_QIA zC{(YPKv#h-0<8ra3S1<>rwvRk;VKDmq-5W4$Xg_^6Jc3_QUXZm?SECwvU5~n%L za{vb)<_-ybB=CX2TLQZUUK7BNBURrb@S*@u+(17e98cT;zCv7bvA}}@_X%)#VPugL zj;AT|^9Xm10NxGgL~R6kDk9m9a6BUs>rc3v0#yV~5y0jjRo4uPCm$jX3AayRkH9Me zJhK9|N;v7flJ2TIMOZ8VdrLH}&UHgWY#&)%Q3t};yyS}2`m$ML_nsSbB}N`c1P}*BcpXj$gv>;-37V{TqPibc3KP9 zLZE?w%sS^Z;pD+{iiDGU>m-GfIcOhe&X!@?p9{BFK<=OYoNx;n$o~oBBlBJ;RWnVv zmjoUccvN7ifIMpEe&P7`BXOi~>ltjhD|U=I>lcB;0`Cay6j&o57ui}Q+}#55JXmSr zSg8hEf=^^V30t02KOTYp1Houw-ljaMaUPxcN+^=U!WR;^R&P~0ah~DKo^d$ifFAfs!2`8PfuM)1Kz^MX?!QzYRTYnRd=LaI330FcO#Sr6X5zcSI@g((Q_tLfU zC-DE9_d67W4(m@$s*)O)bsff_56E9c$Yw4 zAVc8!{BXf2leo~XEl^XyX0UiDq4ihcHVW{MFtRub$Bl&+PpZ&5U4*Qckd>3U7+<(H}Go+Cu+dw?gu_kV_1mFu~2{~HDZJ^=g9={cuawJRD=fw>S2Rk$2HZa)ICHqd{L@V3UL3^?YM+!&>?Hh#aBhXzy)UkbkZA3!ro|NLt9<_ch}Bk?;Su#QMbQ#FL37iTe_n z#GJ&G#OTCLiR%*Gk*|-k0n|&>#2$PZ&IWKS{!M&;{QdZw@cdtoD1FPZZg5Y$IDTt< zVtf?r`TPBo=YJKfCX|eO$jkS0_;t8Hd_Q~xIr-MXTK@?|-McqTV+~;nJpYFv>YjN1 zH$f)8+TodD`7jyk;CE!#`{$ehk48BGrUm1Ip~3a=`tJm<|7KVfI6tTnoPJ^t{5$`U z|1s7Bc5z;Sg4h3i|5ksZKhnR^@8@^(JNlPl4WK?U1DxqsKy*=q@Bg2?uMj8vUE~JX z?!DqY@BIa~3X~gQt~b>i>)nj6{+`~I_~yUVtMAqJD&u=Uh3o*o<7@wj`PA$)d(5k5 z9lrEem?fMaU^cu6Mwy%V8~;k=(QAe;{Bz*>f0`+a?|WDOs=q^yfRFXt__p7oU)HPi zWBNhl&bv*|(6{K}dLX{(yXyA31w1kGqTA z``w&-8&;MiPe5O+EOm0*xJ})Q-1FROZbi2U#%-4Ki}SVfIo6c+z>8#^v)XwQ{{IV{ zymOl~4gUW_og189$QIDnY35wyoa>y0d;z5qq}j3mZhvbZ(%C9l;8Sp6%#v5DN(4F! zuT~JQ%EE=r$18f4JjlvrJ)I>FvT|7zfd?4~6oCtwUoLC1aA<`mzyM!o$%RZI+ewyO z$dJ57XUT<3StWIrT*#bnLY;*R83?pPK4k62IVuYuGQZt8lVx|-jja+UTZ&rT*b4RG z&uYO(MrX;P)p-LArI^6!lc?srp|c4HdVQo+HV#3rk2F%o!-4M))FB5l_Yc=(*_9Q! z)eWsE!!aIa$XQ27owx>7-2=EzS2KbBb!7sh zB*!s)G-k+y)!mOG69A$^0$`#MAVW(?d=Gtf66FcsL19&rIphTZ7z?Eo3O(cjwvR}(tN zDsvqDtjGi|BI%qm$I%q&oHEDJVbVEej@vpzI_LCV7z^o~(|2K7lFm7O7sd;n0|I5p zZxz9rb*2;uy9RnfD#xw?38@^r2Brs8j&Ij68Mv)NEe*#kh2JWuwrB`S$EvgxePq8? zxPF*SKnJIPqfLhO4jex;Hn5;aDuTc!gH?M!xPwfEyRq;#BpI58<5XCKOt(sB0T zGD7KC<_t(ICTx>orL%6YHfbmwL`c|c>+}>HY`ZM3)03HiWDTd6b4WLM(>7NwYFS-f)wKGD66P3bxO-mpp)x zS7ic{Dj0= zzG7)sOq3z2m=zP!M(JWwOtIe)yNDE1>~}~=F;)A`Q^inBezo6B@dWDX0vmyySTilK z5iW`}Q;~<#q?zzCt&5?VKp-v>#~s={Gc?7csp96DC`HOCXo6CtoRIlI7ehILKwPEa zI1BO~6c3}q8=f(yc&Jcl>Sm(I@v)fQ>ho}}DjrP3&(G4u&`(xPxZD@tNTu$qgTPLM z=op+biwBZuxsw-YH#jK`wmqF+!s3||T zyNoWT7o|F*O6g+KQgue*l)b6mf}A$R{HC-Z2N^4>1v#_@Mdj1cV$xGE4b#P>rzZS_ za9z+-K8RwdDJxkTm!0%fvNSFc>8TPe5bO$i3IrOwl1_5}J?JLl4-tjvT%Cl%Njjof z)nm9#cvbSN9y7&P(4mEw`MS704mlOkUs6^Me$k3aSq*Q1#_3&Ycmqhq-CI~)#m@uf6+ zn7tKWLZaz#H!N-}6b?2*`N_z;Rm^H?Ydy>oereiT4?VaD2kYWDqxeD)PG@xG0w!=C z(o#-m93m~{bhgRC8<9{c{EA;#lZ?k9IY%{UzKgu2K z_IG_(zEUqE?*Tl(bC3*ioF0bn)IQjI?xy)FLTZR=ZN!}Ki$7Yg~}nnhSV9p zeY2uHV5fj?STgDs5>&MTISB;+vZ-sc=4Sx%N z2*331^RnURSaW#`J`0<}HCT075iW)8#+~6E;jPGaFdFMF*N45rtHSnf75>H#!-+xj2*vxx`JVl2{#ZwkIhcP6aY%Dy$inGv$F806Ch?yGOYn8O_@77kS%hq|RkxAz7W0jqHzRz5F{L|3$nDno-bM&*+Xl8K zY`fftQ6VGO@3qt4N<45&gqsPwEc7=LBBk1f2-zfyQmhf*DB;hGaBhTi2pjbGdHg^g zKaj_dygxi%;1ntcoE+gK!cNuvu@R1maCC%hB8JpwHxUoKF+wa$;}z;@Y$*|7b(#Q6 z!35V+ndW6(wwG>Rnihs^yV-I37~=sbY~l~VY)J6!2>-@dtohu{iZ!1bIFjYf6`SQZ zYpza-_zH~WopU2Rhq0{dL}*9IbF%43i|YfqK9K7J%Tu{aH!1Enuz$o~$GFPnxqIm< zm*+023LY^a7s%SwxusP!c=8*`ovuaz78&(!LLjd~_w$;Vt4e4?WwbO{l{vVc7Dh99URk^@UIzOAZ8SS7+U8SnBdMR+RXR6R7p zn8^e2MU~!`?FyK26weoOf4* zcM|sc$eSPG9fYk8di+!Y2N93u!hsPEi0}r&5v{#;jLW?9BdkM+#U8$&K)z2vzE54p zcsvi0@xxrc4&#S8d>w#X4=E{GyHaXODmSjW!`cSO z+IU=Pi|;G2Iv+1>@qHS*TdyV__#ES6w_b#GBjj<6UEpqE{x-W?gx4^(v{)ODMgB?V z%i32Fj%lJ;LjXq+KYEMq7h&HB`!EjHJWmmu?X-yJ`98X*`H=ZWis#>mM@&eM-H7uO z0&#(m3JrfRhJ8G|g+FtSz}YOFWpkH@&$2f&-z4@kV*~7eP^|`d*CecDpBEu3De$bM zu*S29<&N`kgbxuSedCe{7e~nDhR)NqhzHhWY~n19kjoEk;&6FnV&vn95Xk2TwxM#s z))8Jth-8bmMK~|Qxs1;%e&msFad5=n#Q3DkQy!@ndCF7DMV3$1Wg;vcAx}BvP@F_O zaAJfL7|SW1`ZttQJoT?XVoxDCaB_rPj}j>|zsln4iQI`i9?GG}^3D#Q_xjEbpBKpI zMWRHW8bF>JlsJ*fUw66Q8Q~7Xe$TmYM)*dAdn4S#_=w`E-|rE{k4!(yy@2INfJoDz z?__K{6JRTpV1&SMD${qE#n%+b*A&Q)3y>d|K7DL{N$6eOVf6(pOZAZ7@L+@o7+X7o z2z#Dx^J4_$#|SA2b1X08W+Ti*m?p&6Igc4QBI3DUJ&qZ^c0isBJ-&DOu>kU8(c^IJ zNiKglwu12?#gAi;hZH}Kz^h5#U0HnXkS~zcD=2noJdhuE;0MHC z)xcdI;S+>iI$L}nfP5c-Jhy;6w~*5B94ZGqJHpz8otE2YMp!vQR=b@BTKw~eJblYp zj(mND9lGngBfN{S{rcGZgzc8t3klmkbcRJZln_yQ{}SPo zj71JV+pUY7RuSJa!WN8<;&ETL$#IAW+7ViWt$xI=tssvRJdYDtE0Wh_Z0Amnke}6- z^VM$RTYP2nb!#y~9cF%nIuzl-z}Xu6(Vic}SN?<8H(q3>nY+#H_`>{vqSU!pB5Ql= z#GClST$^}0u?#-*h{Y!n_}s@6y%L=%_MZKj{f_;*MBsC7frYfuhmmFPdwflPVBc%6 zu;(KJ;99pazALxMzP&jEKKfu?e<6G_ zT#QKh*Tb^j^L`KSan5nhbnbW3Ufe5(4E5__`#xBeRUy7br-$Rho5SnE?qR3!vaqrJ zywd@(>@HBX-7nma!t*6=pLeE*rRw0<;M?GUUH}XDWr*Il$6oA|L(Hx%$iuhNdn$ND z4N?8f2KWzT;ORd@jSFT4Sn{)fvA+t22R8&goE8WU(;0pQm)IMzVOuw-4nKk-#M5_l zQr{5x$i?>~;_Nqs2mMEgroUL-<6nyWkbB_?(B13cwNRg_cd$gbQ9Vx)_mEX!hrb@F zd7ty2@E`W?LYBU1@G`i`@8e&E-SBQsf9G585$}E{;ht}O3L~`T zDdR_RV6g4xC8Zkn-Moa5*a`EZON6a369o#x{+2oBR*zvJkN%|S`qFW~t&p$OF<2Yn zd-_Tp<+l-X&(@URM92-;s)^#aY*^x%T?MIYqDUtjmYCPvLH~S$y>EH`KqhRct=3WZp4;Av8w#%GsOJ`a-0^?#}vrGj24pC$cGh3Snmr-i`~)4HtzS# z0A1yuo88<$^rOHqoBMnI$5FHWT|bHugC%d%PbR|dGN!K_rv=(5I1g56O%#!bk~~zF z0hDB|90mH@0tpuZA(2c#?=O(9{#uQ3UGOuNTNbzosYt`?5Q? zIr>>COTq4+(Qp3yvJ?(J3QL6O?Rvgc+p-8zjSD0K?+S@{?0Qy#4D_w~hkxHLMfdJx zR{#3~2urPNM2#UXbrkOq(z8T}h|{`SfmAvQweu#-iK-N&u0B&P9?C{{7g3wFmg5w* zS;_H@OLe4e5vEsdljDfft6nXTp4wU{(kIz%yT1+u=g?LPLOI_aD~Q3XFxvd=-J*iJ#?dIdl$kX zjq)%5Qy*8(4BhrpZRJdOIS9G&9OGVAAeGyyK)P;AA=mxkxskG5_lN6VDuVzS>GNF( zDb+af-Jedj2ewwx@6;aHSXGd=_Q1-jVnkLjv9$%#jUhQS-QGPFVlRtu_Ya=cO@zCD zu&#-OyB!;;(5d9^-F7w-j`Qqy3#4oBi;j=8-x1;K*M)YZh+e-guqnhCVqxt(5F$Ca zP(hmlr7n-C=B7r0Qq`rM9lezu#ar6}`-0Ep`1XzoBuA%qws%x1iAuJ;WAyvA4R6}t zOYLpTT<1F!MAx@1b0Q7&>b(i)pd5b{w&n*SvYlr|vGHDQXI&|kww7_uki%P^4eY%I z(zW*#NXL%ePPQ!etotJAV%NGiBKx}bBhuEEzV=cPZa%8)=z?#4EpUcJ()*2dbAi;> z5UI8Kers?fyen{)L5M+b`Yjk&pv-s~{-)o?M#Rym!Y1um(d^%(trw)djmNDc(%!}& zcXqQn&tH&xxk^dU!-oWHj8S_3t{-+sk^SbbL&jT)!}Mq95k<3zZZ7Ft1&iISiE!=qz)lxP&(6s4wcG7t>FL^6)s52AwXY6}L@%mI z1qwL^(NE+OcyVIX$STi@PO^5D6`f?wn!r9yj;~qc*{91%)~vBBNjoo}6SNcRrN!Pg z(&9^tua+7w^hj727D!`VP$0F{K*-gXD!Z$Y&mH#c!h6bL*M3Y+^xR>4nH+z%td8AQ zAQ8AFB2x(~nv2h-9BYZxdNyS(mg7(R$|*18sviPtXMxmK^uxRA2W7ohkh<0mX<*e4 zR-|~J{K$(%VKJZlDE4kFW+(rvzYPCd{{Po2K=%LFI+>I0|97M|Ao}0R)T60|sXY9v zr>4fGhNf;v^+H7Wwy9>R3sdK%&O%K1((tRclgE-rlLwO@CjXjzJ-HdN`&J=ez=O%V zl6NF$ByUL$PYz7>PIgJQOEynlj7$MFv6EdcnM7WI-xA*^zDRt6eeB(dEm&Q6HnAK& z0QV=d*tMRT7@HWHxB)T#J7dqfN#cUUIf<%?idb3j;>Y2A{Uzf2zX$(o$^ZA4_#^QL z;@S9|_>}nA_{~^J=o!B7>+xc?*K0(|Pfi@oJ-{yKj(eAk!y5BNEME?E)yBm6=5Qoq{20po-azkK?<%jo*8-mZ=OfZn zC9e$DH5_aee2XjsADO?I*Ue`0l6eX_2p+;}&U`cLgdadR)6raput{~X;dA<*ya4`& z*Y}Nx?)Vq|D7^dc)VIS6U;

2En@GYJCM(CN4(4gtPQ%x(w2&ImngptvU>k{<@}7(_5$JO(LzrqFoGU9iJ#Yb zvMeh)6XPe#vZ6E5Ggy{^2vi=XWj-W%vMg&0XMj9embG1On|v2K)v`6d$+Kx0QaG4A zo0cJigU-XW3|VT<(|NKitMNVt0LwBExVBd?fu_i^tj7B|31yMG#!-37B6W>2c{YMY z&IglcBiL#1cgV95?6f{Qe;I1^+KG!smSw$mVi;su)@!HElV#bIBRExa5M366Aj`5b z-(X;5SvKYyt@5yb^+Dt>g~0zFowx)% z^U$`nQRiX$YL(iF+GP7$Y9~ev+gHoF1I^TCB2@WWRQ3*&XUkV)zc6{We4X(j<^Ws1 z&iD|0W6ReWAEIy7=oYP5iqlo4+p%J)&R3zf;DM4qlL?##rmvROBBAqa``Q8*i)~+9 z;3l5Nhj5W9F;T+gPo);uEsdLeMWIqAe~M5z3)#QMR%4junSi7m6S$~lL0}PE=gTmG z^Ogot0-5&mMND8Cl)~^z^woJXfAucHkrGUxYzjp6A-EGs6sbPM!t!wHgF& zjg6Bv=x_2CoeZf$Og<)*(m7H`-H-+{N9w5Cu|VfY9d$!K$Q;y>-|d*mO{BtD%+op8 z;#;=s=-e$#pzwGQ71oC)H;xKDxB?>5MxCk|og;13sT!)0HtJLjCnIgtsT$%Bj-=9e zS2ZR#LMXI=&03OqCdWpvcUN_F4k`&*wyLV!&3K~58W0LbOQcuEUR@`=pD8 zA3?97i~Qk7Opc9Rv9hUiFn0B0d*3oSwsl2P6q93H*V)Jdnqym6q(spxt0kGl9dsBbaK7Wksgl9^(0ho4tX~H9wyhF27{z3I@gWP4k|~g z2!WJz4yp(QS|eTL96}?|MLvv9a;%Dwbw%f{#GwHB-*TOqP%766WrDIM*O6MrGOf;$ zBC6K}7n&4Ny(TCFMdU-0Ye!{}vc=@u5`_h1lVe?k^<$G`U4-RhookJX)xRjIbEJ!^ ze}R#bE~@?o4nY@zK;NK@{OVum9O!ecymAeqlPC8ZRE`T7! z3SW-&QTQ~*N&4uFFK}Z>ADuzHBz;tNCnThg%I-u$kven|tiGGvc|xJoxpWJ*Jf(A_ zl2jjDI#Nlh59*OhQc%k|s3fb@E=X!Jfm$_~z@h3)6zSYqAo@M;sa!R5vETD12WIlhn zOpevjnx7q$t3XX+BSq)RQu@(nme^qC=#QdhEqup^re=DwjZ!9(#2z4#BzKqB+t==YESmLmT<$ zers|*oe7&YI!D^53w-=&pWN@#Q|Cw-1siY|*a#ncQ6}e7X>3KAoFf!246N{d$aKy^ z`N7{}_%SBn$4Kg^&C77eBz1&PusTcXXhK8yF_Jo(&`@Xba%4GUaD=pxGX}1Xq>Y?0 zB}|szjqXXojT7p~kAcdLrL*4s9-1a~WGnb_k~+fji_VfdvWp-Y$pl&&0ixX8xXun| z0&bVAi{_7ovn9VCA*GDY-i(8ln|mrd1YN4!TxSPEFyU7;MCxb)@(yN69ZmQZEkYex z`gsronFv&N04l-oIeP;H2wkhQ^lCKmE{w20j!eAEWTA;*HGTuG0;wXqE6Vg`0?m*r zvb)+kORC83>gp`1B7F*m(+foPo8Uc4??u&bf)6U*i!21c)!FV$pbWhjO&o-CK^yrK z2k9&+qkfmbmlev$?{|sLLKj)XnrM~n0>Q8*CVM6I2HS!r%Wp;7=HQ(CRpvrIx`&|Ma8JgK2GkS-?+H3R}bg<5n9_HxS<*u_Xm*nxssZ=DEa{;dV{kUoLv|@#M$$ueDU^X8g3mK9byX(9K!w(5=b>0~ zY;qXv&if^M;A_2ovQ_fZU+j$6IoNpo{eP>hN1o}6G#yY6?;iYJbzESst|G@d`7_!>`O>I*zse9nd zKH6Mk=9=YRD|p~9gH`*l{xn4SJCgb!^*5}O%;VT|1K=spHgzt(NFRlF`bO7s%ffs8 zCVbUCg)DgA#HYf-VFcn6^oPxS*La6`>v+?6!+70zZCK4$LQcUHq7+!+-^1_2FA=BU z!|?5JPq;nY7`_av`6t6i5$pfnFdN<$&V=3k7_3wb4Etiwe~CZXuZH!416V1z(5q?w zK#qdx?z`};zZ2ilUELIX7G8FLQZ3-|@4(A{vtA9~iTiaee80zF1$TotDD`>jk<>l# zq~GrBcdNQ1@Z~)l9v@rW-w_evs<1=YI&6y7kh+M9P&KR+mJL&(hZT{(2j9aYe}C{H z;wSD2wj)=-%fYjVp7?0+P;f8o@NYx5fJwm^#7Gzz^o1q-54jyoNqB)=r>{^eRK`s3uSV>O8D1B+w)1!Qd2PHN{(Jsg z{_EyNb%sw?1}Fbf6b$SQyVieTzCg#Y7fevf^l{6^PFgmVV^_OXV+PGhD_6NqPjID7 zdl9x3Xyf)jaV#_(7Nn%%P#kds17qsM#qR8X?SvfSm@A==4JGu*pU*=7cIFI+UJ3pC zG!yv-lw{qbQjl( z@O5s*yh2bChE8-ovq=s3M@hX&&G?t5y=7d|TdE%X^Rbei49vSnJ#(TJ7}4+2qF&q_*FT=%66Qy4#eB~t%~9dL5jbE@KT$F?A4`!B<=8%glIE|%?KJgI zltczN5+Y}gX?{XjQm-?ePH=JWMYHe(7kaC>6$DG=p=>8ec$)<_5R~-R@iBO_feXEz zEJU^#;`D81*FPH5v!sYT4|*nXMOdK)B=mHGl6s0)@kE6LBDioXqXmW&#Pwj|SgVD) zzX!BR0FCcS5pDSD~2Jc62%}EvbZic!v9ZTs_-bep9Mk~@Z>y8m5G(XdEb=)s;qDWjF z;5HTOiBNsYoNp1t6+h^qde3imqC%+N;KqDkipZ5${Je*XZxu{6{OeCtNGMSW>LsdB z(k~(i)w9TPQ}~sLtCb>rT!2+jh^7ApCyJC%^7O;{Z`BDQf^txWxJvu$PY6RbKRNjX zSLCze#6B&REV5Z=71`GiSJK_U;P6jKNv9rj_H==SfMKwBW|g$K^Ce@)Nm#<=%TvPT z*;>NoiBiI1-C6WeB5G0h%;L0p_Ph-wGD6mmrsQ|0(gu^ouJK7?w#9;GWO4zJa z6ZRSrE)bY6aEHLH0v!ZO34{#R9|GSB91@V8S<(q>stEacK;lHTTq00cppL*f0{rt4D(+aQq9-va$9Q&x?pMsYJoM0&r`vs9ggXTu7I;A5c7Ztp z(m_``=-wd0?gBg;VQVB@Edjpbp_>v;3-BcioqfzXa$4sJ;T8$pFECAjFMQ}+EnF7? z`BipW2`87wk;~&$7onWpDJNVR0e*Bt`&Z`dUj)7u_*md=0l7T(i^4rAuvp+80se&v z?IFVT72roHw7Ut{MnF1fUy^DNTXpi=`2TpCyYJ6Ub^g~k^_U!+nCf#vBZvO@)XgVx zV^W!uxDir;FBg(-3)e68;E5tIt4+Oh6335mNxwCfg!OJ}+lgbaAx?dFf=l=pNMrQ{ V`1y$Y@?iL9<02P+jY7ZH{{fhF&iDWT diff --git a/data/anime_scrape.py b/data/anime_scrape.py new file mode 100644 index 0000000..1daae1a --- /dev/null +++ b/data/anime_scrape.py @@ -0,0 +1,188 @@ +import json +import time +from typing import List, Dict + +import pandas as pd +import requests +from pydantic import BaseModel + +from backend.configs import backend_app_config + +# Jikan is a web scraping REST API for anime data, but not all data can be available (specific anime search 100% uptime) +JIKAN_ENDPOINT = "https://api.jikan.moe/v4/anime" + +# MyAnimeList (MAL) is an anime database access REST API service with limited features +MAL_ENDPOINT = "https://api.myanimelist.net/v2/anime/ranking" +MAL_CLIENT_ID = backend_app_config.MAL_CLIENT_ID + +# API limits +ANIME_PER_PAGE = 25 +JIKAN_RATE_LIMIT = 1.0 # Jikan: (~3 req/sec, 60 req/min) +MAL_RATE_LIMIT = 0.5 +MAL_MAX_PER_PAGE = 100 + +# Used for data cleaning +DEMOGRAPHIC_GENRES = {"Shounen", "Shoujo", "Seinen", "Josei", "Kids", "Demographic", "Shonen", "Shojo"} + +class AnimeDocument(BaseModel): + mal_id: int # ID of anime on MyAnimeList + title: str # Title of anime (node) -- May not be English, but always matches recommendations title + alt_titles: Dict[str, str] # { "en": ENGLISH_TITLE, "jp": JAPANESE_TITLE, ...} + score: float # MAL User Mean Score -- Typically 6-10 + synopsis: str # Short synopsis of shows, does not contain spoilers beyond first episode + genres: List[str] # Genres list not including demographic genre + demographic: str # Primary demographic + age_rating: str # g | pg | pg-13 | r | r+ | rx + cover_image_url: str # link to MAL image (not CDN) + date_aired: str # date aired in YYYY-MM-DD + status: str # finished_airing | currently_airing | not_aired + episode_count: int # number of episodes in the anime + avg_episode_len_mins: int # average duration per episode in mins + publishing_company: str # publishing company name | Unknown + recommendations: Dict[str, int] # {"TITLE1":#_OF_RECOMMENDATIONS, "TITLE2":#_OF_RECOMMENDATIONS, ...} + +def _get_jikan_recommendations(mal_id: int, limit: int = 10) -> Dict[str, int]: + """Fetch anime user recommendations from Jikan.""" + url = f"{JIKAN_ENDPOINT}/{mal_id}/recommendations" + try: + resp = requests.get(url, timeout=10) + resp.raise_for_status() + data = resp.json().get("data", []) + return { + entry.get("entry", {}).get("title"): entry.get("votes", 0) + for entry in data[:limit] + } + except Exception: + return {} + +def _normalize_from_mal(item: Dict) -> Dict: + """Convert MAL API response (node) into a flat dict with required fields for an AnimeDocument.""" + node = item.get("node", item) + + # ----- Data Cleaning ----- + duration = node.get("average_episode_duration") + age_rating = node.get("rating", "") + studios = node.get("studios", []) + publishing_company = studios[0].get("name", "Unknown") if studios else "Unknown" + synopsis = node.get("synopsis").replace("[Written by MAL Rewrite]", "").strip() + + # Alt titles (in case main is not en) + alt_titles = node.get("alternative_titles") + alt_titles.pop("synonyms") + + # Extract genre + genre_list = [g["name"] for g in node.get("genres", [])] + genres = [g for g in genre_list if g not in DEMOGRAPHIC_GENRES] + demographic = next((g for g in genre_list if g in DEMOGRAPHIC_GENRES), "All") + + return { + "mal_id": node["id"], + "title": node.get("title"), + "alt_titles": alt_titles, + "score": node.get("mean"), + "synopsis": synopsis, + "genres": genres, + "demographic": demographic, + "cover_image_url": node.get("main_picture").get("medium", ""), + "date_aired": node.get("start_date"), + "status": node.get("status", "not_aired"), + "episode_count": node.get("num_episodes", 0), + "publishing_company": publishing_company, + "avg_episode_len_mins": int(duration // 60), + "age_rating": age_rating.split(" - ")[0] if age_rating else "Unknown", + } + +def _build_documents(mal_items: List[Dict], search_recommended: bool = False) -> List[AnimeDocument]: + """Convert MAL items into AnimeDocument, enriching with Jikan.""" + results = [] + + for raw in mal_items: + entry = _normalize_from_mal(raw) + + # Fetch recommendations if requested + recs = [] + if search_recommended: + time.sleep(JIKAN_RATE_LIMIT) + recs = _get_jikan_recommendations(entry["mal_id"]) + + try: + results.append( + AnimeDocument( + mal_id=entry["mal_id"], + title=entry["title"], + alt_titles=entry["alt_titles"], + score=entry["score"], + synopsis=entry["synopsis"], + genres=entry["genres"], + demographic=entry["demographic"], + age_rating=entry["age_rating"], + cover_image_url=entry["cover_image_url"], + date_aired=entry["date_aired"], + status=entry["status"], + episode_count=entry["episode_count"], + avg_episode_len_mins=entry["avg_episode_len_mins"], + publishing_company=entry["publishing_company"], + recommendations=recs, + ) + ) + except Exception: + print(f"[SCRAPE ERR] Failed to append anime: {entry["title"]} ({entry['mal_id']})") + + return results + +# Fetch data from MAL +def _fetch_mal_page(ranking_type: str, page: int, limit: int) -> List[Dict]: + headers = {"X-MAL-CLIENT-ID": MAL_CLIENT_ID} + params = { + "ranking_type": ranking_type, + "limit": limit, + "offset": (page - 1) * limit, + "fields": "id,title,alternative_titles,mean,synopsis,genres,main_picture,start_date,status,studios,num_episodes,average_episode_duration,rating", + } + resp = requests.get(MAL_ENDPOINT, headers=headers, params=params, timeout=15) + resp.raise_for_status() + return resp.json().get("data", []) + +# Search API +def search_anime(sort_by: str = "score", n: int = 10, search_recommended: bool = False) -> List[AnimeDocument]: + """ + Search anime using MAL ranking, then enrich with Jikan. + + Args: + sort_by: 'score' (top rated) or 'popularity' (most members) + n: number of results + search_recommended: if True, fetch recommendations from Jikan per anime + Returns: + List[AnimeDocument] + """ + results = [] + page = 1 + + ranking_type = {"score": "all", "popularity": "bypopularity"}.get(sort_by, "all") + + with open("./data/anime_scrape.jsonl", "w", encoding="utf-8") as f: + while len(results) < n: + remaining = n - len(results) + limit = min(MAL_MAX_PER_PAGE, remaining) # Limit in case requesting more data than needed + print(f"[MAL INFO] Fetching page {page} sorted by {sort_by} (need {remaining} more items, requesting {limit} items)") + try: + data = _fetch_mal_page(ranking_type, page, limit) + documents = _build_documents(data, search_recommended) + [f.write(json.dumps(doc.model_dump(), ensure_ascii=False) + "\n") for doc in documents] + results.extend(documents) + page += 1 + time.sleep(MAL_RATE_LIMIT) + except Exception as e: + print(f"[MAL WARN] Page {page} failed: {e}") + page += 1 + continue + + return results[:n] + +if __name__ == "__main__": + results = search_anime(sort_by="popularity", n=5000, search_recommended=True) + + data = [r.model_dump() for r in results] + df = pd.DataFrame(data) + df.to_json("./data/anime.json", orient="records", indent=2, force_ascii=False) + print(f"Saved {len(df)} records to ./data/anime.json") \ No newline at end of file diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py new file mode 100644 index 0000000..0e59e0c --- /dev/null +++ b/data/populate_mongo_db_scraped.py @@ -0,0 +1,112 @@ +from pymongo import MongoClient +from dotenv import load_dotenv +import os +import pandas as pd +from sentence_transformers import SentenceTransformer +from pymongo.operations import SearchIndexModel + +from backend.mongo.utils import create_text_metadata_and_embedding + +from backend.configs import model_config + +# Load all Env variables +load_dotenv() + +# Load Sentence Transformer Model +embedding_model = SentenceTransformer(model_config.embedding_model_id) + +def clean_data(): + # Load the Anime Dataset as a Pandas DataFrame + anime_df = pd.read_json('./data/anime.json') + + # Exclude Adult Rated Content + anime_df = anime_df[anime_df["age_rating"] != "rx"] + + # Project current title as its own node_name column (since they may not be english, but useful data) + anime_df["node_name"] = anime_df["title"] + + # Filter out animes without English Names (check alt_titles dict for "en" key, and ensure it is not empty value) + anime_df = anime_df[anime_df["alt_titles"].apply(lambda x: "en" in x and x["en"] != "")] + + # Project en titles as new title column + anime_df["title"] = anime_df["alt_titles"].apply(lambda x: x.pop("en")) + + # Filter out animes without scores + anime_df = anime_df[anime_df["score"].notna()] + + # Filter out animes without synopsis + anime_df = anime_df[anime_df["synopsis"].notna() & (anime_df["synopsis"] != "")] + + # Generate text metadata + # TODO: Make this metadata better for retrieval + print("Generating text metadata and embeddings... this might take a minute...") + anime_df[['text_metadata', 'text_metadata_embedding']] = anime_df.apply( + lambda row: create_text_metadata_and_embedding( + embedding_model=embedding_model, + anime_name=row['title'], + anime_genres=row['genres'], + anime_synopsis=row['synopsis'] + ), + axis=1, + result_type='expand' + ) + + return anime_df + +def create_mongodb_and_indexes(df): + # Convert DataFrame to a list of dictionaries (documents) suitable for MongoDB + documents = df.to_dict(orient='records') + print(f"Successfully prepared {len(documents)} anime records for DB inserts!") + + # Connect to MongoDB Atlas + client = MongoClient(os.environ["ATLAS_URI"]) + print(f"Successfully connected to MongoDB Atlas") + + # Create / Access the "anizenith" DB + # TODO: Move hardcoded configs to a central config object + db = client["anizenith"] + + # Create / Access the "anime" collection + # TODO: Move hardcoded configs to a central config object + collection = db["anime"] + + # Clear existing data + collection.delete_many({}) + + # Insert the documents into the collection + if documents: + # Define the Vector Search index + search_index_model = SearchIndexModel( + definition={ + "fields": [ + { + "type": "vector", + "path": "text_metadata_embedding", + "numDimensions": embedding_model.get_embedding_dimension(), + "similarity": "cosine" # Options: "cosine", "dotProduct", "euclidean" + } + ] + }, + name="vector_index", + type="vectorSearch" + ) + + # Create the index on your collection + result = collection.create_search_index(model=search_index_model) + print(f"Index creation started: {result}") + + result = collection.insert_many(documents) + print(f"Successfully inserted {len(result.inserted_ids)} anime documents.") + else: + print("No valid documents found to insert.") + +if __name__ == "__main__": + # Clean data if not already existing + if not os.path.exists("./data/anime_cleaned.json"): + output_df = clean_data() + print(f"Built new records:\n{output_df.head(10)}") + # Save temporarily in case of failure + output_df.to_json("./data/anime_cleaned.json", orient="records") + + # TODO: Output to MongoDB Client + diff --git a/pyproject.toml b/pyproject.toml index d1ee309..6764281 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,6 +15,7 @@ dependencies = [ "pandas>=3.0.2", "pymongo>=4.16.0", "sentence-transformers>=5.4.0", + "requests>=2.33.1", ] [tool.uv.sources] diff --git a/uv.lock b/uv.lock index e4d4eb5..558824c 100644 --- a/uv.lock +++ b/uv.lock @@ -49,11 +49,84 @@ wheels = [ [[package]] name = "certifi" -version = "2022.12.7" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/37/f7/2b1b0ec44fdc30a3d31dfebe52226be9ddc40cd6c0f34ffc8923ba423b69/certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3", size = 156897, upload-time = "2022-12-07T20:13:22.081Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/71/4c/3db2b8021bd6f2f0ceb0e088d6b2d49147671f25832fb17970e9b583d742/certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18", size = 155255, upload-time = "2022-12-07T20:13:19.428Z" }, +version = "2026.4.22" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/25/ee/6caf7a40c36a1220410afe15a1cc64993a1f864871f698c0f93acb72842a/certifi-2026.4.22.tar.gz", hash = "sha256:8d455352a37b71bf76a79caa83a3d6c25afee4a385d632127b6afb3963f1c580", size = 137077, upload-time = "2026-04-22T11:26:11.191Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/22/30/7cd8fdcdfbc5b869528b079bfb76dcdf6056b1a2097a662e5e8c04f42965/certifi-2026.4.22-py3-none-any.whl", hash = "sha256:3cb2210c8f88ba2318d29b0388d1023c8492ff72ecdde4ebdaddbb13a31b1c4a", size = 135707, upload-time = "2026-04-22T11:26:09.372Z" }, +] + +[[package]] +name = "charset-normalizer" +version = "3.4.7" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e7/a1/67fe25fac3c7642725500a3f6cfe5821ad557c3abb11c9d20d12c7008d3e/charset_normalizer-3.4.7.tar.gz", hash = "sha256:ae89db9e5f98a11a4bf50407d4363e7b09b31e55bc117b4f7d80aab97ba009e5", size = 144271, upload-time = "2026-04-02T09:28:39.342Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0c/eb/4fc8d0a7110eb5fc9cc161723a34a8a6c200ce3b4fbf681bc86feee22308/charset_normalizer-3.4.7-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:eca9705049ad3c7345d574e3510665cb2cf844c2f2dcfe675332677f081cbd46", size = 311328, upload-time = "2026-04-02T09:26:24.331Z" }, + { url = "https://files.pythonhosted.org/packages/f8/e3/0fadc706008ac9d7b9b5be6dc767c05f9d3e5df51744ce4cc9605de7b9f4/charset_normalizer-3.4.7-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6178f72c5508bfc5fd446a5905e698c6212932f25bcdd4b47a757a50605a90e2", size = 208061, upload-time = "2026-04-02T09:26:25.568Z" }, + { url = "https://files.pythonhosted.org/packages/42/f0/3dd1045c47f4a4604df85ec18ad093912ae1344ac706993aff91d38773a2/charset_normalizer-3.4.7-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e1421b502d83040e6d7fb2fb18dff63957f720da3d77b2fbd3187ceb63755d7b", size = 229031, upload-time = "2026-04-02T09:26:26.865Z" }, + { url = "https://files.pythonhosted.org/packages/dc/67/675a46eb016118a2fbde5a277a5d15f4f69d5f3f5f338e5ee2f8948fcf43/charset_normalizer-3.4.7-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:edac0f1ab77644605be2cbba52e6b7f630731fc42b34cb0f634be1a6eface56a", size = 225239, upload-time = "2026-04-02T09:26:28.044Z" }, + { url = "https://files.pythonhosted.org/packages/4b/f8/d0118a2f5f23b02cd166fa385c60f9b0d4f9194f574e2b31cef350ad7223/charset_normalizer-3.4.7-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5649fd1c7bade02f320a462fdefd0b4bd3ce036065836d4f42e0de958038e116", size = 216589, upload-time = "2026-04-02T09:26:29.239Z" }, + { url = "https://files.pythonhosted.org/packages/b1/f1/6d2b0b261b6c4ceef0fcb0d17a01cc5bc53586c2d4796fa04b5c540bc13d/charset_normalizer-3.4.7-cp312-cp312-manylinux_2_31_armv7l.whl", hash = "sha256:203104ed3e428044fd943bc4bf45fa73c0730391f9621e37fe39ecf477b128cb", size = 202733, upload-time = "2026-04-02T09:26:30.5Z" }, + { url = "https://files.pythonhosted.org/packages/6f/c0/7b1f943f7e87cc3db9626ba17807d042c38645f0a1d4415c7a14afb5591f/charset_normalizer-3.4.7-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:298930cec56029e05497a76988377cbd7457ba864beeea92ad7e844fe74cd1f1", size = 212652, upload-time = "2026-04-02T09:26:31.709Z" }, + { url = "https://files.pythonhosted.org/packages/38/dd/5a9ab159fe45c6e72079398f277b7d2b523e7f716acc489726115a910097/charset_normalizer-3.4.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:708838739abf24b2ceb208d0e22403dd018faeef86ddac04319a62ae884c4f15", size = 211229, upload-time = "2026-04-02T09:26:33.282Z" }, + { url = "https://files.pythonhosted.org/packages/d5/ff/531a1cad5ca855d1c1a8b69cb71abfd6d85c0291580146fda7c82857caa1/charset_normalizer-3.4.7-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:0f7eb884681e3938906ed0434f20c63046eacd0111c4ba96f27b76084cd679f5", size = 203552, upload-time = "2026-04-02T09:26:34.845Z" }, + { url = "https://files.pythonhosted.org/packages/c1/4c/a5fb52d528a8ca41f7598cb619409ece30a169fbdf9cdce592e53b46c3a6/charset_normalizer-3.4.7-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:4dc1e73c36828f982bfe79fadf5919923f8a6f4df2860804db9a98c48824ce8d", size = 230806, upload-time = "2026-04-02T09:26:36.152Z" }, + { url = "https://files.pythonhosted.org/packages/59/7a/071feed8124111a32b316b33ae4de83d36923039ef8cf48120266844285b/charset_normalizer-3.4.7-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:aed52fea0513bac0ccde438c188c8a471c4e0f457c2dd20cdbf6ea7a450046c7", size = 212316, upload-time = "2026-04-02T09:26:37.672Z" }, + { url = "https://files.pythonhosted.org/packages/fd/35/f7dba3994312d7ba508e041eaac39a36b120f32d4c8662b8814dab876431/charset_normalizer-3.4.7-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:fea24543955a6a729c45a73fe90e08c743f0b3334bbf3201e6c4bc1b0c7fa464", size = 227274, upload-time = "2026-04-02T09:26:38.93Z" }, + { url = "https://files.pythonhosted.org/packages/8a/2d/a572df5c9204ab7688ec1edc895a73ebded3b023bb07364710b05dd1c9be/charset_normalizer-3.4.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:bb6d88045545b26da47aa879dd4a89a71d1dce0f0e549b1abcb31dfe4a8eac49", size = 218468, upload-time = "2026-04-02T09:26:40.17Z" }, + { url = "https://files.pythonhosted.org/packages/86/eb/890922a8b03a568ca2f336c36585a4713c55d4d67bf0f0c78924be6315ca/charset_normalizer-3.4.7-cp312-cp312-win32.whl", hash = "sha256:2257141f39fe65a3fdf38aeccae4b953e5f3b3324f4ff0daf9f15b8518666a2c", size = 148460, upload-time = "2026-04-02T09:26:41.416Z" }, + { url = "https://files.pythonhosted.org/packages/35/d9/0e7dffa06c5ab081f75b1b786f0aefc88365825dfcd0ac544bdb7b2b6853/charset_normalizer-3.4.7-cp312-cp312-win_amd64.whl", hash = "sha256:5ed6ab538499c8644b8a3e18debabcd7ce684f3fa91cf867521a7a0279cab2d6", size = 159330, upload-time = "2026-04-02T09:26:42.554Z" }, + { url = "https://files.pythonhosted.org/packages/9e/5d/481bcc2a7c88ea6b0878c299547843b2521ccbc40980cb406267088bc701/charset_normalizer-3.4.7-cp312-cp312-win_arm64.whl", hash = "sha256:56be790f86bfb2c98fb742ce566dfb4816e5a83384616ab59c49e0604d49c51d", size = 147828, upload-time = "2026-04-02T09:26:44.075Z" }, + { url = "https://files.pythonhosted.org/packages/c1/3b/66777e39d3ae1ddc77ee606be4ec6d8cbd4c801f65e5a1b6f2b11b8346dd/charset_normalizer-3.4.7-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:f496c9c3cc02230093d8330875c4c3cdfc3b73612a5fd921c65d39cbcef08063", size = 309627, upload-time = "2026-04-02T09:26:45.198Z" }, + { url = "https://files.pythonhosted.org/packages/2e/4e/b7f84e617b4854ade48a1b7915c8ccfadeba444d2a18c291f696e37f0d3b/charset_normalizer-3.4.7-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ea948db76d31190bf08bd371623927ee1339d5f2a0b4b1b4a4439a65298703c", size = 207008, upload-time = "2026-04-02T09:26:46.824Z" }, + { url = "https://files.pythonhosted.org/packages/c4/bb/ec73c0257c9e11b268f018f068f5d00aa0ef8c8b09f7753ebd5f2880e248/charset_normalizer-3.4.7-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a277ab8928b9f299723bc1a2dabb1265911b1a76341f90a510368ca44ad9ab66", size = 228303, upload-time = "2026-04-02T09:26:48.397Z" }, + { url = "https://files.pythonhosted.org/packages/85/fb/32d1f5033484494619f701e719429c69b766bfc4dbc61aa9e9c8c166528b/charset_normalizer-3.4.7-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3bec022aec2c514d9cf199522a802bd007cd588ab17ab2525f20f9c34d067c18", size = 224282, upload-time = "2026-04-02T09:26:49.684Z" }, + { url = "https://files.pythonhosted.org/packages/fa/07/330e3a0dda4c404d6da83b327270906e9654a24f6c546dc886a0eb0ffb23/charset_normalizer-3.4.7-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e044c39e41b92c845bc815e5ae4230804e8e7bc29e399b0437d64222d92809dd", size = 215595, upload-time = "2026-04-02T09:26:50.915Z" }, + { url = "https://files.pythonhosted.org/packages/e3/7c/fc890655786e423f02556e0216d4b8c6bcb6bdfa890160dc66bf52dee468/charset_normalizer-3.4.7-cp313-cp313-manylinux_2_31_armv7l.whl", hash = "sha256:f495a1652cf3fbab2eb0639776dad966c2fb874d79d87ca07f9d5f059b8bd215", size = 201986, upload-time = "2026-04-02T09:26:52.197Z" }, + { url = "https://files.pythonhosted.org/packages/d8/97/bfb18b3db2aed3b90cf54dc292ad79fdd5ad65c4eae454099475cbeadd0d/charset_normalizer-3.4.7-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e712b419df8ba5e42b226c510472b37bd57b38e897d3eca5e8cfd410a29fa859", size = 211711, upload-time = "2026-04-02T09:26:53.49Z" }, + { url = "https://files.pythonhosted.org/packages/6f/a5/a581c13798546a7fd557c82614a5c65a13df2157e9ad6373166d2a3e645d/charset_normalizer-3.4.7-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:7804338df6fcc08105c7745f1502ba68d900f45fd770d5bdd5288ddccb8a42d8", size = 210036, upload-time = "2026-04-02T09:26:54.975Z" }, + { url = "https://files.pythonhosted.org/packages/8c/bf/b3ab5bcb478e4193d517644b0fb2bf5497fbceeaa7a1bc0f4d5b50953861/charset_normalizer-3.4.7-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:481551899c856c704d58119b5025793fa6730adda3571971af568f66d2424bb5", size = 202998, upload-time = "2026-04-02T09:26:56.303Z" }, + { url = "https://files.pythonhosted.org/packages/e7/4e/23efd79b65d314fa320ec6017b4b5834d5c12a58ba4610aa353af2e2f577/charset_normalizer-3.4.7-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f59099f9b66f0d7145115e6f80dd8b1d847176df89b234a5a6b3f00437aa0832", size = 230056, upload-time = "2026-04-02T09:26:57.554Z" }, + { url = "https://files.pythonhosted.org/packages/b9/9f/1e1941bc3f0e01df116e68dc37a55c4d249df5e6fa77f008841aef68264f/charset_normalizer-3.4.7-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:f59ad4c0e8f6bba240a9bb85504faa1ab438237199d4cce5f622761507b8f6a6", size = 211537, upload-time = "2026-04-02T09:26:58.843Z" }, + { url = "https://files.pythonhosted.org/packages/80/0f/088cbb3020d44428964a6c97fe1edfb1b9550396bf6d278330281e8b709c/charset_normalizer-3.4.7-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:3dedcc22d73ec993f42055eff4fcfed9318d1eeb9a6606c55892a26964964e48", size = 226176, upload-time = "2026-04-02T09:27:00.437Z" }, + { url = "https://files.pythonhosted.org/packages/6a/9f/130394f9bbe06f4f63e22641d32fc9b202b7e251c9aef4db044324dac493/charset_normalizer-3.4.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:64f02c6841d7d83f832cd97ccf8eb8a906d06eb95d5276069175c696b024b60a", size = 217723, upload-time = "2026-04-02T09:27:02.021Z" }, + { url = "https://files.pythonhosted.org/packages/73/55/c469897448a06e49f8fa03f6caae97074fde823f432a98f979cc42b90e69/charset_normalizer-3.4.7-cp313-cp313-win32.whl", hash = "sha256:4042d5c8f957e15221d423ba781e85d553722fc4113f523f2feb7b188cc34c5e", size = 148085, upload-time = "2026-04-02T09:27:03.192Z" }, + { url = "https://files.pythonhosted.org/packages/5d/78/1b74c5bbb3f99b77a1715c91b3e0b5bdb6fe302d95ace4f5b1bec37b0167/charset_normalizer-3.4.7-cp313-cp313-win_amd64.whl", hash = "sha256:3946fa46a0cf3e4c8cb1cc52f56bb536310d34f25f01ca9b6c16afa767dab110", size = 158819, upload-time = "2026-04-02T09:27:04.454Z" }, + { url = "https://files.pythonhosted.org/packages/68/86/46bd42279d323deb8687c4a5a811fd548cb7d1de10cf6535d099877a9a9f/charset_normalizer-3.4.7-cp313-cp313-win_arm64.whl", hash = "sha256:80d04837f55fc81da168b98de4f4b797ef007fc8a79ab71c6ec9bc4dd662b15b", size = 147915, upload-time = "2026-04-02T09:27:05.971Z" }, + { url = "https://files.pythonhosted.org/packages/97/c8/c67cb8c70e19ef1960b97b22ed2a1567711de46c4ddf19799923adc836c2/charset_normalizer-3.4.7-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:c36c333c39be2dbca264d7803333c896ab8fa7d4d6f0ab7edb7dfd7aea6e98c0", size = 309234, upload-time = "2026-04-02T09:27:07.194Z" }, + { url = "https://files.pythonhosted.org/packages/99/85/c091fdee33f20de70d6c8b522743b6f831a2f1cd3ff86de4c6a827c48a76/charset_normalizer-3.4.7-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1c2aed2e5e41f24ea8ef1590b8e848a79b56f3a5564a65ceec43c9d692dc7d8a", size = 208042, upload-time = "2026-04-02T09:27:08.749Z" }, + { url = "https://files.pythonhosted.org/packages/87/1c/ab2ce611b984d2fd5d86a5a8a19c1ae26acac6bad967da4967562c75114d/charset_normalizer-3.4.7-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:54523e136b8948060c0fa0bc7b1b50c32c186f2fceee897a495406bb6e311d2b", size = 228706, upload-time = "2026-04-02T09:27:09.951Z" }, + { url = "https://files.pythonhosted.org/packages/a8/29/2b1d2cb00bf085f59d29eb773ce58ec2d325430f8c216804a0a5cd83cbca/charset_normalizer-3.4.7-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:715479b9a2802ecac752a3b0efa2b0b60285cf962ee38414211abdfccc233b41", size = 224727, upload-time = "2026-04-02T09:27:11.175Z" }, + { url = "https://files.pythonhosted.org/packages/47/5c/032c2d5a07fe4d4855fea851209cca2b6f03ebeb6d4e3afdb3358386a684/charset_normalizer-3.4.7-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bd6c2a1c7573c64738d716488d2cdd3c00e340e4835707d8fdb8dc1a66ef164e", size = 215882, upload-time = "2026-04-02T09:27:12.446Z" }, + { url = "https://files.pythonhosted.org/packages/2c/c2/356065d5a8b78ed04499cae5f339f091946a6a74f91e03476c33f0ab7100/charset_normalizer-3.4.7-cp314-cp314-manylinux_2_31_armv7l.whl", hash = "sha256:c45e9440fb78f8ddabcf714b68f936737a121355bf59f3907f4e17721b9d1aae", size = 200860, upload-time = "2026-04-02T09:27:13.721Z" }, + { url = "https://files.pythonhosted.org/packages/0c/cd/a32a84217ced5039f53b29f460962abb2d4420def55afabe45b1c3c7483d/charset_normalizer-3.4.7-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:3534e7dcbdcf757da6b85a0bbf5b6868786d5982dd959b065e65481644817a18", size = 211564, upload-time = "2026-04-02T09:27:15.272Z" }, + { url = "https://files.pythonhosted.org/packages/44/86/58e6f13ce26cc3b8f4a36b94a0f22ae2f00a72534520f4ae6857c4b81f89/charset_normalizer-3.4.7-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:e8ac484bf18ce6975760921bb6148041faa8fef0547200386ea0b52b5d27bf7b", size = 211276, upload-time = "2026-04-02T09:27:16.834Z" }, + { url = "https://files.pythonhosted.org/packages/8f/fe/d17c32dc72e17e155e06883efa84514ca375f8a528ba2546bee73fc4df81/charset_normalizer-3.4.7-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:a5fe03b42827c13cdccd08e6c0247b6a6d4b5e3cdc53fd1749f5896adcdc2356", size = 201238, upload-time = "2026-04-02T09:27:18.229Z" }, + { url = "https://files.pythonhosted.org/packages/6a/29/f33daa50b06525a237451cdb6c69da366c381a3dadcd833fa5676bc468b3/charset_normalizer-3.4.7-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:2d6eb928e13016cea4f1f21d1e10c1cebd5a421bc57ddf5b1142ae3f86824fab", size = 230189, upload-time = "2026-04-02T09:27:19.445Z" }, + { url = "https://files.pythonhosted.org/packages/b6/6e/52c84015394a6a0bdcd435210a7e944c5f94ea1055f5cc5d56c5fe368e7b/charset_normalizer-3.4.7-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:e74327fb75de8986940def6e8dee4f127cc9752bee7355bb323cc5b2659b6d46", size = 211352, upload-time = "2026-04-02T09:27:20.79Z" }, + { url = "https://files.pythonhosted.org/packages/8c/d7/4353be581b373033fb9198bf1da3cf8f09c1082561e8e922aa7b39bf9fe8/charset_normalizer-3.4.7-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:d6038d37043bced98a66e68d3aa2b6a35505dc01328cd65217cefe82f25def44", size = 227024, upload-time = "2026-04-02T09:27:22.063Z" }, + { url = "https://files.pythonhosted.org/packages/30/45/99d18aa925bd1740098ccd3060e238e21115fffbfdcb8f3ece837d0ace6c/charset_normalizer-3.4.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:7579e913a5339fb8fa133f6bbcfd8e6749696206cf05acdbdca71a1b436d8e72", size = 217869, upload-time = "2026-04-02T09:27:23.486Z" }, + { url = "https://files.pythonhosted.org/packages/5c/05/5ee478aa53f4bb7996482153d4bfe1b89e0f087f0ab6b294fcf92d595873/charset_normalizer-3.4.7-cp314-cp314-win32.whl", hash = "sha256:5b77459df20e08151cd6f8b9ef8ef1f961ef73d85c21a555c7eed5b79410ec10", size = 148541, upload-time = "2026-04-02T09:27:25.146Z" }, + { url = "https://files.pythonhosted.org/packages/48/77/72dcb0921b2ce86420b2d79d454c7022bf5be40202a2a07906b9f2a35c97/charset_normalizer-3.4.7-cp314-cp314-win_amd64.whl", hash = "sha256:92a0a01ead5e668468e952e4238cccd7c537364eb7d851ab144ab6627dbbe12f", size = 159634, upload-time = "2026-04-02T09:27:26.642Z" }, + { url = "https://files.pythonhosted.org/packages/c6/a3/c2369911cd72f02386e4e340770f6e158c7980267da16af8f668217abaa0/charset_normalizer-3.4.7-cp314-cp314-win_arm64.whl", hash = "sha256:67f6279d125ca0046a7fd386d01b311c6363844deac3e5b069b514ba3e63c246", size = 148384, upload-time = "2026-04-02T09:27:28.271Z" }, + { url = "https://files.pythonhosted.org/packages/94/09/7e8a7f73d24dba1f0035fbbf014d2c36828fc1bf9c88f84093e57d315935/charset_normalizer-3.4.7-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:effc3f449787117233702311a1b7d8f59cba9ced946ba727bdc329ec69028e24", size = 330133, upload-time = "2026-04-02T09:27:29.474Z" }, + { url = "https://files.pythonhosted.org/packages/8d/da/96975ddb11f8e977f706f45cddd8540fd8242f71ecdb5d18a80723dcf62c/charset_normalizer-3.4.7-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fbccdc05410c9ee21bbf16a35f4c1d16123dcdeb8a1d38f33654fa21d0234f79", size = 216257, upload-time = "2026-04-02T09:27:30.793Z" }, + { url = "https://files.pythonhosted.org/packages/e5/e8/1d63bf8ef2d388e95c64b2098f45f84758f6d102a087552da1485912637b/charset_normalizer-3.4.7-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:733784b6d6def852c814bce5f318d25da2ee65dd4839a0718641c696e09a2960", size = 234851, upload-time = "2026-04-02T09:27:32.44Z" }, + { url = "https://files.pythonhosted.org/packages/9b/40/e5ff04233e70da2681fa43969ad6f66ca5611d7e669be0246c4c7aaf6dc8/charset_normalizer-3.4.7-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a89c23ef8d2c6b27fd200a42aa4ac72786e7c60d40efdc76e6011260b6e949c4", size = 233393, upload-time = "2026-04-02T09:27:34.03Z" }, + { url = "https://files.pythonhosted.org/packages/be/c1/06c6c49d5a5450f76899992f1ee40b41d076aee9279b49cf9974d2f313d5/charset_normalizer-3.4.7-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6c114670c45346afedc0d947faf3c7f701051d2518b943679c8ff88befe14f8e", size = 223251, upload-time = "2026-04-02T09:27:35.369Z" }, + { url = "https://files.pythonhosted.org/packages/2b/9f/f2ff16fb050946169e3e1f82134d107e5d4ae72647ec8a1b1446c148480f/charset_normalizer-3.4.7-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:a180c5e59792af262bf263b21a3c49353f25945d8d9f70628e73de370d55e1e1", size = 206609, upload-time = "2026-04-02T09:27:36.661Z" }, + { url = "https://files.pythonhosted.org/packages/69/d5/a527c0cd8d64d2eab7459784fb4169a0ac76e5a6fc5237337982fd61347e/charset_normalizer-3.4.7-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:3c9a494bc5ec77d43cea229c4f6db1e4d8fe7e1bbffa8b6f0f0032430ff8ab44", size = 220014, upload-time = "2026-04-02T09:27:38.019Z" }, + { url = "https://files.pythonhosted.org/packages/7e/80/8a7b8104a3e203074dc9aa2c613d4b726c0e136bad1cc734594b02867972/charset_normalizer-3.4.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8d828b6667a32a728a1ad1d93957cdf37489c57b97ae6c4de2860fa749b8fc1e", size = 218979, upload-time = "2026-04-02T09:27:39.37Z" }, + { url = "https://files.pythonhosted.org/packages/02/9a/b759b503d507f375b2b5c153e4d2ee0a75aa215b7f2489cf314f4541f2c0/charset_normalizer-3.4.7-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:cf1493cd8607bec4d8a7b9b004e699fcf8f9103a9284cc94962cb73d20f9d4a3", size = 209238, upload-time = "2026-04-02T09:27:40.722Z" }, + { url = "https://files.pythonhosted.org/packages/c2/4e/0f3f5d47b86bdb79256e7290b26ac847a2832d9a4033f7eb2cd4bcf4bb5b/charset_normalizer-3.4.7-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:0c96c3b819b5c3e9e165495db84d41914d6894d55181d2d108cc1a69bfc9cce0", size = 236110, upload-time = "2026-04-02T09:27:42.33Z" }, + { url = "https://files.pythonhosted.org/packages/96/23/bce28734eb3ed2c91dcf93abeb8a5cf393a7b2749725030bb630e554fdd8/charset_normalizer-3.4.7-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:752a45dc4a6934060b3b0dab47e04edc3326575f82be64bc4fc293914566503e", size = 219824, upload-time = "2026-04-02T09:27:43.924Z" }, + { url = "https://files.pythonhosted.org/packages/2c/6f/6e897c6984cc4d41af319b077f2f600fc8214eb2fe2d6bcb79141b882400/charset_normalizer-3.4.7-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:8778f0c7a52e56f75d12dae53ae320fae900a8b9b4164b981b9c5ce059cd1fcb", size = 233103, upload-time = "2026-04-02T09:27:45.348Z" }, + { url = "https://files.pythonhosted.org/packages/76/22/ef7bd0fe480a0ae9b656189ec00744b60933f68b4f42a7bb06589f6f576a/charset_normalizer-3.4.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ce3412fbe1e31eb81ea42f4169ed94861c56e643189e1e75f0041f3fe7020abe", size = 225194, upload-time = "2026-04-02T09:27:46.706Z" }, + { url = "https://files.pythonhosted.org/packages/c5/a7/0e0ab3e0b5bc1219bd80a6a0d4d72ca74d9250cb2382b7c699c147e06017/charset_normalizer-3.4.7-cp314-cp314t-win32.whl", hash = "sha256:c03a41a8784091e67a39648f70c5f97b5b6a37f216896d44d2cdcb82615339a0", size = 159827, upload-time = "2026-04-02T09:27:48.053Z" }, + { url = "https://files.pythonhosted.org/packages/7a/1d/29d32e0fb40864b1f878c7f5a0b343ae676c6e2b271a2d55cc3a152391da/charset_normalizer-3.4.7-cp314-cp314t-win_amd64.whl", hash = "sha256:03853ed82eeebbce3c2abfdbc98c96dc205f32a79627688ac9a27370ea61a49c", size = 174168, upload-time = "2026-04-02T09:27:49.795Z" }, + { url = "https://files.pythonhosted.org/packages/de/32/d92444ad05c7a6e41fb2036749777c163baf7a0301a040cb672d6b2b1ae9/charset_normalizer-3.4.7-cp314-cp314t-win_arm64.whl", hash = "sha256:c35abb8bfff0185efac5878da64c45dafd2b37fb0383add1be155a763c1f083d", size = 153018, upload-time = "2026-04-02T09:27:51.116Z" }, + { url = "https://files.pythonhosted.org/packages/db/8f/61959034484a4a7c527811f4721e75d02d653a35afb0b6054474d8185d4c/charset_normalizer-3.4.7-py3-none-any.whl", hash = "sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d", size = 61958, upload-time = "2026-04-02T09:28:37.794Z" }, ] [[package]] @@ -89,6 +162,7 @@ dependencies = [ { name = "prometheus-client" }, { name = "pymongo" }, { name = "pytest" }, + { name = "requests" }, { name = "sentence-transformers" }, { name = "torch", version = "2.11.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" }, { name = "torch", version = "2.11.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" }, @@ -104,6 +178,7 @@ requires-dist = [ { name = "prometheus-client", specifier = ">=0.24.1" }, { name = "pymongo", specifier = ">=4.16.0" }, { name = "pytest", specifier = ">=9.0.2" }, + { name = "requests", specifier = ">=2.33.1" }, { name = "sentence-transformers", specifier = ">=5.4.0" }, { name = "torch", specifier = ">=2.10.0", index = "https://download.pytorch.org/whl/cpu" }, { name = "transformers", specifier = ">=5.0.0" }, @@ -1048,6 +1123,21 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/3a/45/affdf2d851b42adf3d13fc5b3b059372e9bd299371fd84cf5723c45871fa/regex-2026.2.19-cp314-cp314t-win_arm64.whl", hash = "sha256:a09ae430e94c049dc6957f6baa35ee3418a3a77f3c12b6e02883bd80a2b679b0", size = 274932, upload-time = "2026-02-19T19:03:45.488Z" }, ] +[[package]] +name = "requests" +version = "2.33.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "charset-normalizer" }, + { name = "idna" }, + { name = "urllib3" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5f/a4/98b9c7c6428a668bf7e42ebb7c79d576a1c3c1e3ae2d47e674b468388871/requests-2.33.1.tar.gz", hash = "sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517", size = 134120, upload-time = "2026-03-30T16:09:15.531Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d7/8e/7540e8a2036f79a125c1d2ebadf69ed7901608859186c856fa0388ef4197/requests-2.33.1-py3-none-any.whl", hash = "sha256:4e6d1ef462f3626a1f0a0a9c42dd93c63bad33f9f1c1937509b8c5c8718ab56a", size = 64947, upload-time = "2026-03-30T16:09:13.83Z" }, +] + [[package]] name = "rich" version = "14.3.3" @@ -1409,11 +1499,11 @@ dependencies = [ { name = "typing-extensions", marker = "sys_platform == 'darwin'" }, ] wheels = [ - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:43b35116802c85fb88d99f4a396b8bd4472bfca1dd82e69499e5a4f9b8b4e252" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:442ec9dc78592564fdad69cf0beaa9da2f82ab810ccb4f13903869a90bf3f15d" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:cc3a195701bba2239c313ee311487f80f8aaebe9e89b9073dddbcf2f93b5a0ba" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:072a0d6e4865e8b0dc0dbfe6ebed68fae235124222835ef03e5814d414d8c012" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:23ec7789017da9d95b6d543d790814785e6f30905c5443efa8257d1490d73f79" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:43b35116802c85fb88d99f4a396b8bd4472bfca1dd82e69499e5a4f9b8b4e252", upload-time = "2026-03-23T15:16:58Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:442ec9dc78592564fdad69cf0beaa9da2f82ab810ccb4f13903869a90bf3f15d", upload-time = "2026-03-23T15:17:02Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:cc3a195701bba2239c313ee311487f80f8aaebe9e89b9073dddbcf2f93b5a0ba", upload-time = "2026-03-23T15:17:06Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:072a0d6e4865e8b0dc0dbfe6ebed68fae235124222835ef03e5814d414d8c012", upload-time = "2026-03-23T15:17:10Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:23ec7789017da9d95b6d543d790814785e6f30905c5443efa8257d1490d73f79", upload-time = "2026-03-23T15:17:14Z" }, ] [[package]] @@ -1441,26 +1531,26 @@ dependencies = [ { name = "typing-extensions", marker = "sys_platform != 'darwin'" }, ] wheels = [ - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-linux_s390x.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-manylinux_2_28_aarch64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-manylinux_2_28_x86_64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-win_amd64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-linux_s390x.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-win_amd64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-linux_s390x.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-win_amd64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-linux_s390x.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-win_amd64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-linux_s390x.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl" }, - { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-win_amd64.whl" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-linux_s390x.whl", upload-time = "2026-03-23T14:59:01Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-manylinux_2_28_aarch64.whl", upload-time = "2026-03-23T14:59:02Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-manylinux_2_28_x86_64.whl", upload-time = "2026-03-23T14:59:03Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp312-cp312-win_amd64.whl", upload-time = "2026-03-23T14:59:04Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-linux_s390x.whl", upload-time = "2026-03-23T14:59:04Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", upload-time = "2026-03-23T14:59:04Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", upload-time = "2026-03-23T14:59:05Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313-win_amd64.whl", upload-time = "2026-03-23T14:59:06Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-linux_s390x.whl", upload-time = "2026-03-23T14:59:07Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", upload-time = "2026-03-23T14:59:07Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", upload-time = "2026-03-23T14:59:07Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp313-cp313t-win_amd64.whl", upload-time = "2026-03-23T14:59:09Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-linux_s390x.whl", upload-time = "2026-03-23T14:59:09Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", upload-time = "2026-03-23T14:59:10Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", upload-time = "2026-03-23T14:59:11Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314-win_amd64.whl", upload-time = "2026-03-23T14:59:12Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-linux_s390x.whl", upload-time = "2026-03-23T14:59:12Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", upload-time = "2026-03-23T14:59:12Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", upload-time = "2026-03-23T14:59:13Z" }, + { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.11.0%2Bcpu-cp314-cp314t-win_amd64.whl", upload-time = "2026-03-23T14:59:15Z" }, ] [[package]] From f20a4ad0f7017c35fc44f783f654892ba95f79e3 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 15:51:23 -0400 Subject: [PATCH 02/14] Added additional genre filter for safety, safer unknown type checks to ensure clean data --- data/populate_mongo_db_scraped.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py index 0e59e0c..1952a5b 100644 --- a/data/populate_mongo_db_scraped.py +++ b/data/populate_mongo_db_scraped.py @@ -22,6 +22,11 @@ def clean_data(): # Exclude Adult Rated Content anime_df = anime_df[anime_df["age_rating"] != "rx"] + # Exclude specific genres and empty genre lists + # Using rating + genre exclusion since sometimes rating or genre alone do not capture all non-friendly show content + EXCLUDED_GENRES = {"Hentai", "Erotica", "Unknown"} # If there exist genres # None of the genres are excluded + anime_df = anime_df[anime_df["genres"].apply(lambda g: bool(g) and not any(genre in EXCLUDED_GENRES for genre in g))] + # Project current title as its own node_name column (since they may not be english, but useful data) anime_df["node_name"] = anime_df["title"] @@ -29,7 +34,7 @@ def clean_data(): anime_df = anime_df[anime_df["alt_titles"].apply(lambda x: "en" in x and x["en"] != "")] # Project en titles as new title column - anime_df["title"] = anime_df["alt_titles"].apply(lambda x: x.pop("en")) + anime_df["title"] = anime_df["alt_titles"].apply(lambda x: x.pop("en")) # Pop en out of alt_titles since now it is the primary title # Filter out animes without scores anime_df = anime_df[anime_df["score"].notna()] @@ -104,9 +109,9 @@ def create_mongodb_and_indexes(df): # Clean data if not already existing if not os.path.exists("./data/anime_cleaned.json"): output_df = clean_data() - print(f"Built new records:\n{output_df.head(10)}") + print(f"Built ({len(output_df)}) new records:\n{output_df.head(10)}") # Save temporarily in case of failure - output_df.to_json("./data/anime_cleaned.json", orient="records") + output_df.to_json("./data/anime_cleaned.json", orient="records", force_ascii=False) # TODO: Output to MongoDB Client From 5bd054de1fd58d560e5021141009efd1c4215ec8 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 15:56:51 -0400 Subject: [PATCH 03/14] Added data loading portion if already locally stored to population pipeline --- data/populate_mongo_db_scraped.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py index 1952a5b..e706fec 100644 --- a/data/populate_mongo_db_scraped.py +++ b/data/populate_mongo_db_scraped.py @@ -109,9 +109,12 @@ def create_mongodb_and_indexes(df): # Clean data if not already existing if not os.path.exists("./data/anime_cleaned.json"): output_df = clean_data() - print(f"Built ({len(output_df)}) new records:\n{output_df.head(10)}") # Save temporarily in case of failure output_df.to_json("./data/anime_cleaned.json", orient="records", force_ascii=False) + else: + output_df = pd.read_json('./data/anime_cleaned.json') + + print(f"Collected ({len(output_df)}) records:\n{output_df.head(3)}") # TODO: Output to MongoDB Client From 16772cde0872170a23163d413c90a8e8c9f3591b Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 23:23:46 -0400 Subject: [PATCH 04/14] Integrated with new database, moved collection and db name to configs --- backend/configs/app_config.yml | 3 +++ backend/configs/backend_config.py | 4 ++++ backend/mongo/AniZenithMongoClient.py | 8 ++++---- backend/mongo/AniZenithVectorSearchResult.py | 2 +- backend/mongo/utils.py | 2 +- data/populate_mongo_db_scraped.py | 5 +++-- 6 files changed, 16 insertions(+), 8 deletions(-) diff --git a/backend/configs/app_config.yml b/backend/configs/app_config.yml index 501d638..63b1d3b 100644 --- a/backend/configs/app_config.yml +++ b/backend/configs/app_config.yml @@ -4,4 +4,7 @@ default: max_session_cookie_age: 3600 same_site_protection: "lax" + mongo_anime_collection_name: "anime_enriched" + mongo_anime_db_name: "anizenith" + log_level: "info" \ No newline at end of file diff --git a/backend/configs/backend_config.py b/backend/configs/backend_config.py index 13aeae6..9908734 100644 --- a/backend/configs/backend_config.py +++ b/backend/configs/backend_config.py @@ -27,7 +27,11 @@ class BackendAppConfig(Config): MAL_CLIENT_ID: str = os.getenv("MAL_CLIENT_ID", "") MAL_CLIENT_SECRET: str = os.getenv("MAL_CLIENT_SECRET", "") BACKEND_SECRET: str = os.getenv("BACKEND_SECRET", "") + + # MongoDB params ATLAS_URI: str = os.getenv("ATLAS_URI", "") + mongo_anime_collection_name: Optional[str] = None + mongo_anime_db_name: Optional[str] = None class ModelConfig(Config): """ diff --git a/backend/mongo/AniZenithMongoClient.py b/backend/mongo/AniZenithMongoClient.py index ffee798..5fa11ca 100644 --- a/backend/mongo/AniZenithMongoClient.py +++ b/backend/mongo/AniZenithMongoClient.py @@ -5,6 +5,7 @@ from backend.mongo.utils import create_text_metadata_and_embedding from backend.mongo.AniZenithVectorSearchResult import AniZenithVectorSearchResult +from backend.configs import backend_app_config, model_config # Class to model Anizenith MongoDB Client related utilities class AniZenithMongoClient: @@ -14,7 +15,7 @@ def __init__(self, conn_string): raise ValueError("ATLAS_URI must be set to a non-empty MongoDB connection string") self.conn_string = conn_string - self.embedding_model = SentenceTransformer('sentence-transformers/all-MiniLM-L6-v2') + self.embedding_model = SentenceTransformer(model_config.embedding_model_id) # Set internals to None for lazy init self._db_client = None @@ -38,8 +39,7 @@ def anime_collection(self): @property decorator defines this as a property of a class, rather than a class method """ if self._anime_collection is None: - # TODO: Move the hardcoded DB name and collection name into a central Config object - self._anime_collection = self.db_client["anizenith"]["anime"] + self._anime_collection = self.db_client[backend_app_config.mongo_anime_db_name][backend_app_config.mongo_anime_collection_name] return self._anime_collection @@ -118,7 +118,7 @@ def perform_vector_search(self, user_query: str, limit: int = 5, num_candidates: # Project only the fields we want to see, plus the search score "$project": { "_id": 0, - "name": 1, + "title": 1, "genres": 1, "score": 1, "synopsis": 1, diff --git a/backend/mongo/AniZenithVectorSearchResult.py b/backend/mongo/AniZenithVectorSearchResult.py index 6f7f661..35ae507 100644 --- a/backend/mongo/AniZenithVectorSearchResult.py +++ b/backend/mongo/AniZenithVectorSearchResult.py @@ -3,7 +3,7 @@ # Class to Model a typical AniZenith Vector Search Result Object class AniZenithVectorSearchResult(BaseModel): - name: str = Field(..., min_length=1, description="The name of the anime") + title: str = Field(..., min_length=1, description="The english name of the anime") genres: List[str] = Field(default_factory=list, description="List of genres") score: float = Field(..., ge=0.0, description="The score of the anime (0 or higher)") synopsis: str = Field(..., description="The synopsis of the anime") diff --git a/backend/mongo/utils.py b/backend/mongo/utils.py index 68a67cc..52d8d40 100644 --- a/backend/mongo/utils.py +++ b/backend/mongo/utils.py @@ -6,7 +6,7 @@ def create_text_metadata_and_embedding( anime_name: str, anime_genres: List[str], anime_synopsis: str - ) -> Tuple[str, str]: + ) -> Tuple[str, List]: # Create text_metadata field using synopsis, genres and name text_metadata = f"Synopsis: {anime_synopsis}\n\nGenres: {', '.join(anime_genres)}\n\nName: {anime_name}" diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py index e706fec..0d73d74 100644 --- a/data/populate_mongo_db_scraped.py +++ b/data/populate_mongo_db_scraped.py @@ -73,7 +73,7 @@ def create_mongodb_and_indexes(df): # Create / Access the "anime" collection # TODO: Move hardcoded configs to a central config object - collection = db["anime"] + collection = db["anime_enriched"] # Clear existing data collection.delete_many({}) @@ -116,5 +116,6 @@ def create_mongodb_and_indexes(df): print(f"Collected ({len(output_df)}) records:\n{output_df.head(3)}") - # TODO: Output to MongoDB Client + # Store into MongoDB + create_mongodb_and_indexes(output_df) From 22c55410e3bb06c4ae2ea083c8181055fd915d81 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 23:25:07 -0400 Subject: [PATCH 05/14] Linked config system to populate scrape code too --- data/populate_mongo_db_scraped.py | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py index 0d73d74..d1c547a 100644 --- a/data/populate_mongo_db_scraped.py +++ b/data/populate_mongo_db_scraped.py @@ -7,7 +7,7 @@ from backend.mongo.utils import create_text_metadata_and_embedding -from backend.configs import model_config +from backend.configs import model_config, backend_app_config # Load all Env variables load_dotenv() @@ -68,12 +68,10 @@ def create_mongodb_and_indexes(df): print(f"Successfully connected to MongoDB Atlas") # Create / Access the "anizenith" DB - # TODO: Move hardcoded configs to a central config object - db = client["anizenith"] + db = client[backend_app_config.mongo_anime_db_name] - # Create / Access the "anime" collection - # TODO: Move hardcoded configs to a central config object - collection = db["anime_enriched"] + # Create / Access the "anime_enriched" collection + collection = db[backend_app_config.mongo_anime_collection_name] # Clear existing data collection.delete_many({}) From 48b99798c9cf09aa88316eace1906cf0702de1ef Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 23:35:20 -0400 Subject: [PATCH 06/14] Modified AnimeDocument for test case functions to work --- backend/mongo/AnimeDocument.py | 21 +++++++++++++++----- data/anime_scrape.py | 19 +----------------- tests/test_AniZenithMongoClient.py | 32 +++++++++++++++++++++--------- 3 files changed, 40 insertions(+), 32 deletions(-) diff --git a/backend/mongo/AnimeDocument.py b/backend/mongo/AnimeDocument.py index 240e2d1..590244f 100644 --- a/backend/mongo/AnimeDocument.py +++ b/backend/mongo/AnimeDocument.py @@ -1,9 +1,20 @@ from pydantic import BaseModel -from typing import List +from typing import List, Dict # Class to Model a typical Anime Document class AnimeDocument(BaseModel): - name: str - score: float - synopsis: str - genres: List[str] \ No newline at end of file + mal_id: int # ID of anime on MyAnimeList + title: str # Title of anime (node) -- May not be English, but always matches recommendations title + alt_titles: Dict[str, str] # { "en": ENGLISH_TITLE, "jp": JAPANESE_TITLE, ...} + score: float # MAL User Mean Score -- Typically 6-10 + synopsis: str # Short synopsis of shows, does not contain spoilers beyond first episode + genres: List[str] # Genres list not including demographic genre + demographic: str # Primary demographic + age_rating: str # g | pg | pg-13 | r | r+ | rx + cover_image_url: str # link to MAL image (not CDN) + date_aired: str # date aired in YYYY-MM-DD + status: str # finished_airing | currently_airing | not_aired + episode_count: int # number of episodes in the anime + avg_episode_len_mins: int # average duration per episode in mins + publishing_company: str # publishing company name | Unknown + recommendations: Dict[str, int] # {"TITLE1":#_OF_RECOMMENDATIONS, "TITLE2":#_OF_RECOMMENDATIONS, ...} \ No newline at end of file diff --git a/data/anime_scrape.py b/data/anime_scrape.py index 1daae1a..f66a39e 100644 --- a/data/anime_scrape.py +++ b/data/anime_scrape.py @@ -4,9 +4,9 @@ import pandas as pd import requests -from pydantic import BaseModel from backend.configs import backend_app_config +from backend.mongo.AnimeDocument import AnimeDocument # Jikan is a web scraping REST API for anime data, but not all data can be available (specific anime search 100% uptime) JIKAN_ENDPOINT = "https://api.jikan.moe/v4/anime" @@ -24,23 +24,6 @@ # Used for data cleaning DEMOGRAPHIC_GENRES = {"Shounen", "Shoujo", "Seinen", "Josei", "Kids", "Demographic", "Shonen", "Shojo"} -class AnimeDocument(BaseModel): - mal_id: int # ID of anime on MyAnimeList - title: str # Title of anime (node) -- May not be English, but always matches recommendations title - alt_titles: Dict[str, str] # { "en": ENGLISH_TITLE, "jp": JAPANESE_TITLE, ...} - score: float # MAL User Mean Score -- Typically 6-10 - synopsis: str # Short synopsis of shows, does not contain spoilers beyond first episode - genres: List[str] # Genres list not including demographic genre - demographic: str # Primary demographic - age_rating: str # g | pg | pg-13 | r | r+ | rx - cover_image_url: str # link to MAL image (not CDN) - date_aired: str # date aired in YYYY-MM-DD - status: str # finished_airing | currently_airing | not_aired - episode_count: int # number of episodes in the anime - avg_episode_len_mins: int # average duration per episode in mins - publishing_company: str # publishing company name | Unknown - recommendations: Dict[str, int] # {"TITLE1":#_OF_RECOMMENDATIONS, "TITLE2":#_OF_RECOMMENDATIONS, ...} - def _get_jikan_recommendations(mal_id: int, limit: int = 10) -> Dict[str, int]: """Fetch anime user recommendations from Jikan.""" url = f"{JIKAN_ENDPOINT}/{mal_id}/recommendations" diff --git a/tests/test_AniZenithMongoClient.py b/tests/test_AniZenithMongoClient.py index c1fdbe8..fcd7068 100644 --- a/tests/test_AniZenithMongoClient.py +++ b/tests/test_AniZenithMongoClient.py @@ -44,7 +44,7 @@ def test_perform_vector_search_document_structure(test_db_client: AniZenithMongo assert isinstance(top_doc, AniZenithVectorSearchResult) # Assert on the fields of the vector search result object - assert isinstance(top_doc.name, str) + assert isinstance(top_doc.title, str) assert isinstance(top_doc.similarity_score, float) @@ -58,7 +58,7 @@ def test_perform_vector_search_relevance(test_db_client: AniZenithMongoClient): top_doc = results[0] # Assert that one punch man is present in the name - assert "one punch man" in top_doc.name.lower() + assert "one punch man" in top_doc.title.lower() # The similarity score should exist and be decently high assert top_doc.similarity_score > 0.5 @@ -82,12 +82,26 @@ def test_add_anime(test_db_client: AniZenithMongoClient): """Test inserting a new anime document, checking its fields, and cleaning up.""" # Create a dummy AnimeDocument - test_anime_name = "Test Anime: Super Adventure" + test_anime_title = "Test Anime: Super Adventure" + test_anime = AnimeDocument( - name=test_anime_name, + mal_id=999999, + title=test_anime_title, + alt_titles={ + "en": test_anime_title, + }, score=9.9, synopsis="A completely unique and fake anime created for testing purposes.", - genres=["Action", "Adventure", "Testing"] + genres=[], + demographic="Shounen", + age_rating="pg-13", + cover_image_url="", + date_aired="2025-01-01", + status="finished_airing", + episode_count=1, + avg_episode_len_mins=1, + publishing_company="Test Studio", + recommendations={} ) try: @@ -95,7 +109,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): test_db_client.add_anime(test_anime) # Verify it was inserted by fetching it back - query = {"name": test_anime_name} + query = {"title": test_anime_title} results = test_db_client.execute_read_query(query) # Assert the document exists @@ -103,7 +117,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): inserted_doc = results[0] # Assert the basic fields match - assert inserted_doc["name"] == test_anime.name + assert inserted_doc["title"] == test_anime.title assert inserted_doc["score"] == test_anime.score assert inserted_doc["synopsis"] == test_anime.synopsis assert inserted_doc["genres"] == test_anime.genres @@ -118,7 +132,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): finally: # Clean up - delete the test document so it doesn't pollute the DB - test_db_client.anime_collection.delete_one({"name": test_anime_name}) + test_db_client.anime_collection.delete_one({"title": test_anime_title}) @@ -142,7 +156,7 @@ def test_execute_mongo_read_query_basic(test_db_client: AniZenithMongoClient): # Assert standard MongoDB fields exist assert "_id" in results[0] - assert "name" in results[0] + assert "title" in results[0] def test_execute_mongo_read_query_invalid_input(test_db_client: AniZenithMongoClient): From 83e401916480230909f01af42aea2ed9fd97643b Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 23:40:42 -0400 Subject: [PATCH 07/14] Modified add_anime to make it function using dynamic model_dump built into Pydantic --- backend/mongo/AniZenithMongoClient.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/backend/mongo/AniZenithMongoClient.py b/backend/mongo/AniZenithMongoClient.py index 5fa11ca..3a9b058 100644 --- a/backend/mongo/AniZenithMongoClient.py +++ b/backend/mongo/AniZenithMongoClient.py @@ -48,17 +48,14 @@ def add_anime(self, anime_document: AnimeDocument) -> None: # Create text metadata and its embedding text_metadata, text_metadata_embedding = create_text_metadata_and_embedding( self.embedding_model, - anime_document.name, + anime_document.title, anime_document.genres, anime_document.synopsis ) # Create a new document to be inserted into MongoDB anime_document_dict = { - "name": anime_document.name, - "score": anime_document.score, - "synopsis": anime_document.synopsis, - "genres": anime_document.genres, + **anime_document.model_dump(), "text_metadata": text_metadata, "text_metadata_embedding": text_metadata_embedding } From 8081dd003a394d45aecc20c9c0b5899ad49cf236 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 23:43:47 -0400 Subject: [PATCH 08/14] Test case fixed, written incorrectly on rewrite --- tests/test_AniZenithMongoClient.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_AniZenithMongoClient.py b/tests/test_AniZenithMongoClient.py index fcd7068..20e8141 100644 --- a/tests/test_AniZenithMongoClient.py +++ b/tests/test_AniZenithMongoClient.py @@ -91,7 +91,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): "en": test_anime_title, }, score=9.9, - synopsis="A completely unique and fake anime created for testing purposes.", + synopsis="A completely unique and fake anime created for Testing purposes.", genres=[], demographic="Shounen", age_rating="pg-13", From c5b0b0fd79d6b681bef561057afcc677d26fa2c1 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 23:45:53 -0400 Subject: [PATCH 09/14] one punch man title got modified --- tests/test_AniZenithMongoClient.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_AniZenithMongoClient.py b/tests/test_AniZenithMongoClient.py index 20e8141..c207f69 100644 --- a/tests/test_AniZenithMongoClient.py +++ b/tests/test_AniZenithMongoClient.py @@ -58,7 +58,7 @@ def test_perform_vector_search_relevance(test_db_client: AniZenithMongoClient): top_doc = results[0] # Assert that one punch man is present in the name - assert "one punch man" in top_doc.title.lower() + assert "one-punch man" in top_doc.title.lower() # The similarity score should exist and be decently high assert top_doc.similarity_score > 0.5 From 1363e18ad5b1459ba08339ae2ed59c94f83afc73 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sat, 25 Apr 2026 23:54:41 -0400 Subject: [PATCH 10/14] Updated AnimeDocument to include node_name, modified test code to accomodate --- backend/mongo/AnimeDocument.py | 5 +++-- data/anime_scrape.py | 1 + tests/test_AniZenithMongoClient.py | 5 +++-- 3 files changed, 7 insertions(+), 4 deletions(-) diff --git a/backend/mongo/AnimeDocument.py b/backend/mongo/AnimeDocument.py index 590244f..c90f47e 100644 --- a/backend/mongo/AnimeDocument.py +++ b/backend/mongo/AnimeDocument.py @@ -4,7 +4,7 @@ # Class to Model a typical Anime Document class AnimeDocument(BaseModel): mal_id: int # ID of anime on MyAnimeList - title: str # Title of anime (node) -- May not be English, but always matches recommendations title + title: str # English title of anime alt_titles: Dict[str, str] # { "en": ENGLISH_TITLE, "jp": JAPANESE_TITLE, ...} score: float # MAL User Mean Score -- Typically 6-10 synopsis: str # Short synopsis of shows, does not contain spoilers beyond first episode @@ -17,4 +17,5 @@ class AnimeDocument(BaseModel): episode_count: int # number of episodes in the anime avg_episode_len_mins: int # average duration per episode in mins publishing_company: str # publishing company name | Unknown - recommendations: Dict[str, int] # {"TITLE1":#_OF_RECOMMENDATIONS, "TITLE2":#_OF_RECOMMENDATIONS, ...} \ No newline at end of file + recommendations: Dict[str, int] # {"TITLE1":#_OF_RECOMMENDATIONS, "TITLE2":#_OF_RECOMMENDATIONS, ...} + node_name: str # Title of anime (node) -- May not be English, but always matches recommendations title \ No newline at end of file diff --git a/data/anime_scrape.py b/data/anime_scrape.py index f66a39e..c66efa2 100644 --- a/data/anime_scrape.py +++ b/data/anime_scrape.py @@ -92,6 +92,7 @@ def _build_documents(mal_items: List[Dict], search_recommended: bool = False) -> results.append( AnimeDocument( mal_id=entry["mal_id"], + node_name=entry["title"], title=entry["title"], alt_titles=entry["alt_titles"], score=entry["score"], diff --git a/tests/test_AniZenithMongoClient.py b/tests/test_AniZenithMongoClient.py index c207f69..db439ae 100644 --- a/tests/test_AniZenithMongoClient.py +++ b/tests/test_AniZenithMongoClient.py @@ -101,7 +101,8 @@ def test_add_anime(test_db_client: AniZenithMongoClient): episode_count=1, avg_episode_len_mins=1, publishing_company="Test Studio", - recommendations={} + recommendations={}, + node_name=test_anime_title ) try: @@ -132,7 +133,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): finally: # Clean up - delete the test document so it doesn't pollute the DB - test_db_client.anime_collection.delete_one({"title": test_anime_title}) + test_db_client.anime_collection.delete_many({"title": test_anime_title}) From 1c6f675aa8d499e811430c01b8ff67374c7b1158 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sun, 26 Apr 2026 00:58:24 -0400 Subject: [PATCH 11/14] Reverted some PR commit changes, and changed DB structure to use name field instead of title --- archived/create_db.py | 2 +- backend/mongo/AniZenithMongoClient.py | 4 ++-- backend/mongo/AnimeDocument.py | 2 +- data/anime_scrape.py | 2 +- data/populate_mongo_db_scraped.py | 10 +++++----- tests/test_AniZenithMongoClient.py | 20 ++++++++++---------- 6 files changed, 20 insertions(+), 20 deletions(-) diff --git a/archived/create_db.py b/archived/create_db.py index 33bad44..80d14d3 100644 --- a/archived/create_db.py +++ b/archived/create_db.py @@ -87,7 +87,7 @@ CREATE INDEX IF NOT EXISTS idx_genre_id ON AnimeGenre(genre_id); ''' -with sqlite3.connect('../data/anime.db') as conn: +with sqlite3.connect('anime.db') as conn: conn.executescript(SCHEMA_SQL) anime_df.to_sql('Anime', conn, if_exists='delete_rows', index=False, method='multi') genres_df.to_sql('Genre', conn, if_exists='delete_rows', index=False, method='multi') diff --git a/backend/mongo/AniZenithMongoClient.py b/backend/mongo/AniZenithMongoClient.py index 3a9b058..9ce9899 100644 --- a/backend/mongo/AniZenithMongoClient.py +++ b/backend/mongo/AniZenithMongoClient.py @@ -48,7 +48,7 @@ def add_anime(self, anime_document: AnimeDocument) -> None: # Create text metadata and its embedding text_metadata, text_metadata_embedding = create_text_metadata_and_embedding( self.embedding_model, - anime_document.title, + anime_document.name, anime_document.genres, anime_document.synopsis ) @@ -115,7 +115,7 @@ def perform_vector_search(self, user_query: str, limit: int = 5, num_candidates: # Project only the fields we want to see, plus the search score "$project": { "_id": 0, - "title": 1, + "name": 1, "genres": 1, "score": 1, "synopsis": 1, diff --git a/backend/mongo/AnimeDocument.py b/backend/mongo/AnimeDocument.py index c90f47e..5639618 100644 --- a/backend/mongo/AnimeDocument.py +++ b/backend/mongo/AnimeDocument.py @@ -4,7 +4,7 @@ # Class to Model a typical Anime Document class AnimeDocument(BaseModel): mal_id: int # ID of anime on MyAnimeList - title: str # English title of anime + name: str # English title of anime alt_titles: Dict[str, str] # { "en": ENGLISH_TITLE, "jp": JAPANESE_TITLE, ...} score: float # MAL User Mean Score -- Typically 6-10 synopsis: str # Short synopsis of shows, does not contain spoilers beyond first episode diff --git a/data/anime_scrape.py b/data/anime_scrape.py index c66efa2..d65eab9 100644 --- a/data/anime_scrape.py +++ b/data/anime_scrape.py @@ -93,7 +93,7 @@ def _build_documents(mal_items: List[Dict], search_recommended: bool = False) -> AnimeDocument( mal_id=entry["mal_id"], node_name=entry["title"], - title=entry["title"], + name=entry["title"], alt_titles=entry["alt_titles"], score=entry["score"], synopsis=entry["synopsis"], diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py index d1c547a..5a060b7 100644 --- a/data/populate_mongo_db_scraped.py +++ b/data/populate_mongo_db_scraped.py @@ -27,14 +27,14 @@ def clean_data(): EXCLUDED_GENRES = {"Hentai", "Erotica", "Unknown"} # If there exist genres # None of the genres are excluded anime_df = anime_df[anime_df["genres"].apply(lambda g: bool(g) and not any(genre in EXCLUDED_GENRES for genre in g))] - # Project current title as its own node_name column (since they may not be english, but useful data) - anime_df["node_name"] = anime_df["title"] + # Project current name as its own node_name column (since they may not be english, but useful data) + anime_df["node_name"] = anime_df["name"] # Filter out animes without English Names (check alt_titles dict for "en" key, and ensure it is not empty value) anime_df = anime_df[anime_df["alt_titles"].apply(lambda x: "en" in x and x["en"] != "")] - # Project en titles as new title column - anime_df["title"] = anime_df["alt_titles"].apply(lambda x: x.pop("en")) # Pop en out of alt_titles since now it is the primary title + # Project en titles as new name column + anime_df["name"] = anime_df["alt_titles"].apply(lambda x: x.pop("en")) # Pop en out of alt_titles since now it is the primary title # Filter out animes without scores anime_df = anime_df[anime_df["score"].notna()] @@ -48,7 +48,7 @@ def clean_data(): anime_df[['text_metadata', 'text_metadata_embedding']] = anime_df.apply( lambda row: create_text_metadata_and_embedding( embedding_model=embedding_model, - anime_name=row['title'], + anime_name=row['name'], anime_genres=row['genres'], anime_synopsis=row['synopsis'] ), diff --git a/tests/test_AniZenithMongoClient.py b/tests/test_AniZenithMongoClient.py index db439ae..a19d815 100644 --- a/tests/test_AniZenithMongoClient.py +++ b/tests/test_AniZenithMongoClient.py @@ -44,7 +44,7 @@ def test_perform_vector_search_document_structure(test_db_client: AniZenithMongo assert isinstance(top_doc, AniZenithVectorSearchResult) # Assert on the fields of the vector search result object - assert isinstance(top_doc.title, str) + assert isinstance(top_doc.name, str) assert isinstance(top_doc.similarity_score, float) @@ -58,7 +58,7 @@ def test_perform_vector_search_relevance(test_db_client: AniZenithMongoClient): top_doc = results[0] # Assert that one punch man is present in the name - assert "one-punch man" in top_doc.title.lower() + assert "one-punch man" in top_doc.name.lower() # The similarity score should exist and be decently high assert top_doc.similarity_score > 0.5 @@ -82,13 +82,13 @@ def test_add_anime(test_db_client: AniZenithMongoClient): """Test inserting a new anime document, checking its fields, and cleaning up.""" # Create a dummy AnimeDocument - test_anime_title = "Test Anime: Super Adventure" + test_anime_name = "Test Anime: Super Adventure" test_anime = AnimeDocument( mal_id=999999, - title=test_anime_title, + name=test_anime_name, alt_titles={ - "en": test_anime_title, + "en": test_anime_name, }, score=9.9, synopsis="A completely unique and fake anime created for Testing purposes.", @@ -102,7 +102,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): avg_episode_len_mins=1, publishing_company="Test Studio", recommendations={}, - node_name=test_anime_title + node_name=test_anime_name ) try: @@ -110,7 +110,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): test_db_client.add_anime(test_anime) # Verify it was inserted by fetching it back - query = {"title": test_anime_title} + query = {"name": test_anime_name} results = test_db_client.execute_read_query(query) # Assert the document exists @@ -118,7 +118,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): inserted_doc = results[0] # Assert the basic fields match - assert inserted_doc["title"] == test_anime.title + assert inserted_doc["name"] == test_anime.name assert inserted_doc["score"] == test_anime.score assert inserted_doc["synopsis"] == test_anime.synopsis assert inserted_doc["genres"] == test_anime.genres @@ -133,7 +133,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): finally: # Clean up - delete the test document so it doesn't pollute the DB - test_db_client.anime_collection.delete_many({"title": test_anime_title}) + test_db_client.anime_collection.delete_many({"name": test_anime_name}) @@ -157,7 +157,7 @@ def test_execute_mongo_read_query_basic(test_db_client: AniZenithMongoClient): # Assert standard MongoDB fields exist assert "_id" in results[0] - assert "title" in results[0] + assert "name" in results[0] def test_execute_mongo_read_query_invalid_input(test_db_client: AniZenithMongoClient): From 4ae5e2eb7754d44c21163c817de962dfb9d85959 Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sun, 26 Apr 2026 01:00:42 -0400 Subject: [PATCH 12/14] Reverted more commit changes --- backend/mongo/AniZenithVectorSearchResult.py | 2 +- tests/test_AniZenithMongoClient.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/backend/mongo/AniZenithVectorSearchResult.py b/backend/mongo/AniZenithVectorSearchResult.py index 35ae507..6f7f661 100644 --- a/backend/mongo/AniZenithVectorSearchResult.py +++ b/backend/mongo/AniZenithVectorSearchResult.py @@ -3,7 +3,7 @@ # Class to Model a typical AniZenith Vector Search Result Object class AniZenithVectorSearchResult(BaseModel): - title: str = Field(..., min_length=1, description="The english name of the anime") + name: str = Field(..., min_length=1, description="The name of the anime") genres: List[str] = Field(default_factory=list, description="List of genres") score: float = Field(..., ge=0.0, description="The score of the anime (0 or higher)") synopsis: str = Field(..., description="The synopsis of the anime") diff --git a/tests/test_AniZenithMongoClient.py b/tests/test_AniZenithMongoClient.py index a19d815..424aea8 100644 --- a/tests/test_AniZenithMongoClient.py +++ b/tests/test_AniZenithMongoClient.py @@ -133,7 +133,7 @@ def test_add_anime(test_db_client: AniZenithMongoClient): finally: # Clean up - delete the test document so it doesn't pollute the DB - test_db_client.anime_collection.delete_many({"name": test_anime_name}) + test_db_client.anime_collection.delete_one({"name": test_anime_name}) From 023b1ba54d8e90bb165cff6c82e2534230aba30b Mon Sep 17 00:00:00 2001 From: ShafathZ Date: Sun, 26 Apr 2026 22:48:58 -0400 Subject: [PATCH 13/14] Converted date_aired to datetime object and BSON Date for MongoDB --- backend/mongo/AnimeDocument.py | 3 ++- data/anime_scrape.py | 4 +++- data/populate_mongo_db_scraped.py | 3 +++ 3 files changed, 8 insertions(+), 2 deletions(-) diff --git a/backend/mongo/AnimeDocument.py b/backend/mongo/AnimeDocument.py index 5639618..7090a8a 100644 --- a/backend/mongo/AnimeDocument.py +++ b/backend/mongo/AnimeDocument.py @@ -1,4 +1,5 @@ from pydantic import BaseModel +from datetime import datetime from typing import List, Dict # Class to Model a typical Anime Document @@ -12,7 +13,7 @@ class AnimeDocument(BaseModel): demographic: str # Primary demographic age_rating: str # g | pg | pg-13 | r | r+ | rx cover_image_url: str # link to MAL image (not CDN) - date_aired: str # date aired in YYYY-MM-DD + date_aired: datetime # date aired as datetime (YYYY-MM-DD stored, not hr/mins/secs/ms) status: str # finished_airing | currently_airing | not_aired episode_count: int # number of episodes in the anime avg_episode_len_mins: int # average duration per episode in mins diff --git a/data/anime_scrape.py b/data/anime_scrape.py index d65eab9..c5f8502 100644 --- a/data/anime_scrape.py +++ b/data/anime_scrape.py @@ -1,5 +1,6 @@ import json import time +from datetime import datetime from typing import List, Dict import pandas as pd @@ -48,6 +49,7 @@ def _normalize_from_mal(item: Dict) -> Dict: studios = node.get("studios", []) publishing_company = studios[0].get("name", "Unknown") if studios else "Unknown" synopsis = node.get("synopsis").replace("[Written by MAL Rewrite]", "").strip() + date_aired = (datetime.strptime(node.get("start_date"), "%Y-%m-%d")) # Alt titles (in case main is not en) alt_titles = node.get("alternative_titles") @@ -67,7 +69,7 @@ def _normalize_from_mal(item: Dict) -> Dict: "genres": genres, "demographic": demographic, "cover_image_url": node.get("main_picture").get("medium", ""), - "date_aired": node.get("start_date"), + "date_aired": date_aired, "status": node.get("status", "not_aired"), "episode_count": node.get("num_episodes", 0), "publishing_company": publishing_company, diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py index 5a060b7..179228a 100644 --- a/data/populate_mongo_db_scraped.py +++ b/data/populate_mongo_db_scraped.py @@ -30,6 +30,9 @@ def clean_data(): # Project current name as its own node_name column (since they may not be english, but useful data) anime_df["node_name"] = anime_df["name"] + # Convert date_aired to datetime + anime_df["date_aired"] = pd.to_datetime(anime_df["date_aired"], format="mixed") + # Filter out animes without English Names (check alt_titles dict for "en" key, and ensure it is not empty value) anime_df = anime_df[anime_df["alt_titles"].apply(lambda x: "en" in x and x["en"] != "")] From caa8551c77b3d46b67651c625b577c0ad5b79999 Mon Sep 17 00:00:00 2001 From: ShafathZ <53407653+ShafathZ@users.noreply.github.com> Date: Tue, 28 Apr 2026 17:16:44 -0400 Subject: [PATCH 14/14] Addressed PR comments --- backend/mongo/utils.py | 1 + data/anime_scrape.py | 8 ++++---- data/populate_mongo_db_scraped.py | 3 +-- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/backend/mongo/utils.py b/backend/mongo/utils.py index 52d8d40..71821a3 100644 --- a/backend/mongo/utils.py +++ b/backend/mongo/utils.py @@ -7,6 +7,7 @@ def create_text_metadata_and_embedding( anime_genres: List[str], anime_synopsis: str ) -> Tuple[str, List]: + # TODO: Make this metadata better for retrieval # Create text_metadata field using synopsis, genres and name text_metadata = f"Synopsis: {anime_synopsis}\n\nGenres: {', '.join(anime_genres)}\n\nName: {anime_name}" diff --git a/data/anime_scrape.py b/data/anime_scrape.py index c5f8502..0668fcb 100644 --- a/data/anime_scrape.py +++ b/data/anime_scrape.py @@ -14,7 +14,8 @@ # MyAnimeList (MAL) is an anime database access REST API service with limited features MAL_ENDPOINT = "https://api.myanimelist.net/v2/anime/ranking" -MAL_CLIENT_ID = backend_app_config.MAL_CLIENT_ID +MAL_CLIENT_HEADER = {"X-MAL-CLIENT-ID": backend_app_config.MAL_CLIENT_ID} +MAL_FIELDS = "id,title,alternative_titles,mean,synopsis,genres,main_picture,start_date,status,studios,num_episodes,average_episode_duration,rating" # API limits ANIME_PER_PAGE = 25 @@ -118,14 +119,13 @@ def _build_documents(mal_items: List[Dict], search_recommended: bool = False) -> # Fetch data from MAL def _fetch_mal_page(ranking_type: str, page: int, limit: int) -> List[Dict]: - headers = {"X-MAL-CLIENT-ID": MAL_CLIENT_ID} params = { "ranking_type": ranking_type, "limit": limit, "offset": (page - 1) * limit, - "fields": "id,title,alternative_titles,mean,synopsis,genres,main_picture,start_date,status,studios,num_episodes,average_episode_duration,rating", + "fields": MAL_FIELDS, } - resp = requests.get(MAL_ENDPOINT, headers=headers, params=params, timeout=15) + resp = requests.get(MAL_ENDPOINT, headers=MAL_CLIENT_HEADER, params=params, timeout=15) resp.raise_for_status() return resp.json().get("data", []) diff --git a/data/populate_mongo_db_scraped.py b/data/populate_mongo_db_scraped.py index 179228a..8970753 100644 --- a/data/populate_mongo_db_scraped.py +++ b/data/populate_mongo_db_scraped.py @@ -24,7 +24,7 @@ def clean_data(): # Exclude specific genres and empty genre lists # Using rating + genre exclusion since sometimes rating or genre alone do not capture all non-friendly show content - EXCLUDED_GENRES = {"Hentai", "Erotica", "Unknown"} # If there exist genres # None of the genres are excluded + EXCLUDED_GENRES = {"Hentai", "Erotica", "Unknown"} # If there exist genres # Remove if any of the genres are in excluded anime_df = anime_df[anime_df["genres"].apply(lambda g: bool(g) and not any(genre in EXCLUDED_GENRES for genre in g))] # Project current name as its own node_name column (since they may not be english, but useful data) @@ -46,7 +46,6 @@ def clean_data(): anime_df = anime_df[anime_df["synopsis"].notna() & (anime_df["synopsis"] != "")] # Generate text metadata - # TODO: Make this metadata better for retrieval print("Generating text metadata and embeddings... this might take a minute...") anime_df[['text_metadata', 'text_metadata_embedding']] = anime_df.apply( lambda row: create_text_metadata_and_embedding(

)SXj=qkp>%!hRDoZ1ae+N-mRE6^e&{Q58H;k+~ZM zH`3)A+&ZR7oH>JFijGx@KrunhXH+ZoCrj+g4}Nn9P2Rp&9**rzPxL-J_W_@ zPF;b@mX2iu;)78VDtLDUqd@;?r>?UHFHoES5leWxP-C6nYMQ2FwpLH73DE~(4;DW4 zxySzJ@8aEm^r$~q6nOXI2jf#S%d_8jtsLSj#O~zTRd{}-defe09$YuomyEtl;!7*;N+_oAMYNsn-;c(lIwF$068 zZ)G@L&H-tpR~KA9TO`f00R>zi+JT~nGEqqNG8^sSAQ3U_J#^>xbc%$JYxk*%_#Yl0 z9f}lmcr?8d;+fh+c;5`L&zhC9H4u(X5rgLC84o4Lh&pu@e%-b)e4@!dyccF95AU%h zXySI_zE2{pIIOYo*;nPO)6%DuwuIH_tQ>i1gfPd<%wu2qb9J}>qAccXuYPdH5bm%3 zRLQ8^+@smAZ(5rhMirA)*tyVaM+hI7hUZ=$8=qpmC-JkSR= zm!T(liUcCkx@n{PY=(d5G7&Oi33OItgMOv;hB3^Yn}L#wS>}uK5~!i~U%U9)yY_Oo9NHL24Wrf_)A&c?GB{1yi|ChBc3Hg)%VEf$C{=4)#Y(=O z*57`qGo`2Y@0C=?bQvM<$PSUSSQ}95PQ^R>8sS7?UwRqNPR@`!+0V|)GPwO>x6Fic zQdQJKSmuWM-gE8T>|WRSX|FPcC6`75Z!e*~0&;l6>M`0aZIR%YB=E={A<0cjTKLd5 z^CD_(Jrqw+OE`r4Yp{5_rEnXEOI-_ZGudPbWzmG|Dgj}6Vda+n4NMF(m*0_!D24`Q+e6;Zi_rrM#y#r;FZx*}Is?u@t4?#m?#53Fpkj<8DNXN8t9Aj0^2PWsMtDKYpk*++lG4Pdz@ebJoOfS1!vAGHo&J$1jE776 zCYBXXR$eEmWDu?k14RimIB7Md0OM<$5aY3Zc8HMG0iJ8pC)yqPMB@J43h?TvIPdmB z;XYOqYsU_VGox=dpj$pmXg*qc1~Sy#c%$YP!7WI_JF0nEOg2jBpn%=CTG?LzHhKkE z*}+4p(UQx*2vgHCu7Bql&Ll6X_dXJbN=zSvaNiNQm&gNlCX6uz+5 zPkdERPqR1n{%Ge;4U-hw)6#PtJHe=q-B} ziWTq^FPHLztiw;@DTr-qZRT7F^e$X-F+Me%U;l}BzVVmsGx_29E60EaIgIOsi?((a z2RHL)l?Ux{wrt(E^<6wUkKDzA{p#`;%clgBHj3t(c;Qr6-O){0g)i|Kp^F$jaGoYl zYQE2LK|$Rt5yvEQ^4W7s%#8QlC*T|~xR!kN6C)hbGT6Xr#Nh}X^N>AL<4<^PI&RPk z&gl}@5C(e9waw0XtXPN~6)-KO)@A$?Ofb(p6370^f`~inBwmzwvnDr46a)Y}BF1I$ zMQD$k$Mt6KHA2q7kJg}F8cyWP5N%kmO1%P<`D-He$P*O7&1e;Y$9xoqRxP;oOA|rW9tyfl6Q9y~#C6REll)GIAoFS{@lWo#=-0^5d zb}pR{F#VSHj=j4o#5h?O2SY$W z^DGWiY87;6w(S_(7i#Rpk7UA&@;gx99KJ`hL4RYrDX;KS9Nx{K{A8c<#1zqFER;v# zcdD%_?pJvQkMe*)jb2UwV}wZM4k@Qo;$gIjW{^s>V$YngWqgld1MVEX{kEqV-O+91 zFxZEhUfUwGJQiq@$IX2(1`B(+5wD2%ChSBkfX}foZo-AumNc%AfKpI$EuIUi(2L#f zN*mb1$ygm_g&53im@?Vgb4!XyUec|N)puxrKEt;-1Y9%zB1t=!5V6JwJM=@fGWVBz zV7ZM)mYbfHzWbSXzOiF}vJZagGA`&Y?Q}2)%GqAYETP3`|DXmOgQ{rbg?QCPXfPaH z9d4sP6Rm7XX*60R$H5NZlFFaZ7@qlb5#{!*@B&5)u}Hd<;=J2m1HsyLW^IKe1Rcm) zN?R2qtAD65Rx8(_(7)P!_9^y_F$FWg%=E}TkQPyb0C=DD&;$d#Ooz!;FIU@KC9kBW$?gKPy>k_8NP~Z_^kd7uL_zmbsbnJ&UyqNz?G=;o4A@+d4E$ z&tv2&sJA!XwTtu78YLcv;HwS{rI07r@Q}Pff~+0w3FHgkdTR@i+qfuk90n>J&Wmxu zSV4uRNz}dM*;5B$K}tJ4$%rLd1R>Rs+rza9;U-IIxzF}FHo0!vx2Z(epoHxi0;Y5s zl@s7$#HN8ElnCTxnxbKNCDi-44Qju&XpF?i>>@M4ZKEFnglqUj;#_ty=Ld)^B;(%U!ZT0(_{`&v|NhL= zpFH&s9{>HPe*6ib0FVAWqQD~xe6LX8Ya0)K=c}h?J~#Wp4_rfRzqvJ9AH6zQVR9?I zV#wyEMC2EisRE~z@f>{wnGc3_)+|O7o%f7nBC=z!Y4q9qM47Sz>LbYo|M6z>y3SM} zXT}u63TehoMi!;a9`)PRAZxF5t*La>d7XN$lEY}rGZcpo^Q;ydrOS36+Zptl5ea^m zL}Npfh4L`XryFEYXz&{>cnl;{cCqob6RkLDg1(-OSEfmJrFxQ8jMhvF(|??~>Jpbx zn>chzNHK@td{OA)4;yMFHi%`zmE&eZT1@;$&ykOk1PbAdC!{E*`t&qCA{BkDITBN` zZT7Hl+N6|&lF|aUcBF`ir*4mjqKwNRe6=*fRL07z3t?iOcM-fT2YemW37r*8Ro5GO zg`&csv>~*LUxV-J{#@8ywjTInZLLUI0Qia0k)UN#%yXLa9>N+ya10z;{?N}5gDxbp zT&-$feRLrio827XjV9-bqS!`IOl7!0j}L1Bi>3->@l>(R7v6i~!SB41X6MVxBnz&g zE}fB^)u)ht@!8Cj{KYcxc)^J(@TvCr4eZ-Zs*cspLXEskFy=i3o4ptuh-EPc+3?rq zVy(ZxkrPDMkHM|xW3o{A3Z@Edyhyw3GU1v7q9#We^_=%~^)k$c(MWh;O(VLk13S5r zcvsJ#UxjN|EktgC0Z1C76VHNiz%kE*ZL1v+vKZfEG2ygoxZRnpaaF3%#nkz5JNqG+ zaa@yls`wWN)y*k+A*H+o$GCjSNyJJlr=Y8kBC|!mcTP{|ga-kfrj!CZR|)dJt|T@Hj8>{UEbbdImWb(Ln{Z_JmJTn1 zluN+hO0kNOgqjty+9Iq|k7w&0T6Yq()tJJbYtaCFPIpDJC0mnJ5)kFDaPvLpzhi*) zU*XG#uVH7hem+h_^>CEJ%dzL*zZ&Vv*Bb_xlX7z$8Kxs`xpc#AlV#A5u+Pzb+DcUL z#D_;m^Jsz*i5(G(iGZ%7Er%buY~4hqS`t}cz)D&nDxMp8*#i|v*@94ICF6;$aI6-! zoTjdi)%g^{j^k~(v)K_WVguzddX1Al#|#*V1;^YQQe5*k#_lRr+8g{IWsBJ8O!*!U z-Xf6kF@P9|*(U}jy##q(HO416EJ(iYQcr@Wy>1dWmViD2kRP|FKm=Li#GqSv=9ACQ zJUR1oGf#i`>4nFC>-+x!fBkO$dH3u;{C@L<-}tdr2z8E7DrKg0zft9I-{gl|TTq^! zFQnEMPyfVE3HKtf)sju;aAuNQ$aSGWgWpWz%55HatFS2#V@LwWOO813QZ@F*Jg6wk z%C(hrMh6S2wL#hfcDU4Wd;|^$9wko1o^*$@z<~0Jh!EvKLZ@MpuBWnhr7TuZE|}R^ zdE|3meRzjCtjm~#$WEqnxotLtJvS!W#eaFXKu94UUsB47AXz#fZHlwBVcTZYQzSyh zn|n?lj))=h}rGD34Bh_KBo0B&a+XaKo@&cbCG=!Q~JvU4VfnbTO2 zO)F4Xw$x1mc3$@9UggskzUkR&tOLCEfhhvip(#P^rL4X$rK>jBAQ?zA-{*Z0NhX9s z+s!6yj;lpwMoIG=DS0TJty+x-kX#}ZiVu_wJ`OF1#`)P84!U9^RLkimDsp@YxT`j) zE9Ulhcysy4Rumy8=i%j+>uGS@iFRZ?Sh!xJvIK;gL2fta8mmj;+&OZpdvptKG+3CM zR{Fz~$64|vZ_}WSWe_V#L7vZ`Wstq5`la+9P_>FcV!XwKhPc|TgyYWmPHsAjD<6d0 znLxanGAea{J{N z;@E&o?zS)`N?oJR@d|gC3h({eK7GCrWW-c3c=XW}*gS~){ua0bC*O{+2>Umui_gU7 z$#ao%Tkt^v?|Dh?Q=c#32OU$eAFzhr8B>d=8N!YUWnVbiD!b)=Xw1k?Rc5A-Rj#;) z+8QlajcRdU;}F?1*=9Z#>7;0e^N{>GAS4{j!-@D9$ahpQ&M6W}xrz9dwV(ynoTCmk z(6F6+?7*9s>}Zqf#pRVuDN#b1G4@z3uB9_C#J=ix9N5EtLv(NcwX?o1Y(jNVQM)z@lX>pIX^-9_>d{1)#^Qb*^Fb68hfGQb8 ztV9F{vwCxFxvPX6z35cEsLd$~k9qvL7i|c984->gvpoe${jk=yawIH?SMv@=QtsC> z6~(u3qNhMP{gZjbaB%L+=a9&k1q;`F4Dd6q5s#t)<2gh&BU%PsGa77^fB}}=|>BVRN=4b!p z_rLu&*(Wl-8R33!s`^z&yy6RdXPYXw!Rlx@SatWk$xwNPxQS*82-Q2F%0&n#;B{ah zM5^q8X}p(-WKaPk<#Z57TWC+rw3MMY7a}(NS5SDDh@Kx{h9#7Uz-~R10JD&aH9KG= znYCjoQ4z{mW(_`MGueHbNb{3*&HglXIEKCIF~&w1LXqr(-_HmN&b`-U=5=?DzhvLN z-6IexZ!q0~qy{dg#Az@uPyB$1YJfUM$5qwe)>Aoh+B->suH}XB^khuFG`LQN;s{I! z=HYf*5|Qi*<#2WzOqsWe&ZUVeh_dOl(YPFsrMGG5kOaCF)2?d&7Sm{UDII%=GAiRt zTT5qK9-H`1zF}Bdm0vv*(SQMg5U0Y@gIC|I0y=Gy#!d_uYr%xjL36L(oj?ZNaBWRs z9XKbD_FsJxWHc6hlaTVneDTCF{)%Zk)5rCe2V$j0%nF-XUP0H=p6HlELm8`QKf;bv zir1Fbw)J3{#Dp1q&ENpz5|ebq&hcy4fA0%V&iwT3<>gi?e8B`h`TQ#4yupHkCAz@o zM0hMd%T4+0pZr%VRo(gUw;-N(_8DaG6EokMd3xBKA2LVZ2BM`{yc@`q0|uQfG$)E<+^d-$CCGHVgVW<3ut(rCoz(Lfos6^Ukvv42UODN4+nqGTpeBpX zQk?7(#ZyR3{S>-KYmU7(GYdYbyA_@!Rz3UVL|Jw3GE#cemma4QS_`Xk#j$`XUAX#(<)KD z#D?BhVd)Cm#G-)bZr!1alV(dmxrn0rIh(n%1A162y#H6;`5D`r{MutnG@J=%YUd;) zy!e^_G^Ks#_Gz~XbqF{S??%4lWSx2VWpE2`Z?OEjGq;xpPxvJcXK)rxlf+ zJ}ek4m?s=e=tFUR^xxFt<@)j>4{P*0w~rO!;`_y_*7y>n1PTZjx)L~UYCYGIPJ&Qex`^HQ@32mvZ|^HIONJlylvV7q;G zin1T2>3MGWt>--uqJJ0?t1TCr2vWA*1#)W5-g-!*1!^&%*w!rEkZ??fDGKp&q9&%a z6NV>=9?%|06jlgQ(EEc86rq_y#k+7)BUlwYX1#E0e|!GU@BIiD)n8@GDbN(FiVq_r!_^#~5+q-t+KIMepk!Sc;9*;5jE(2AcK< zQg_?9a`v2?RJ@Ty9OIiHa83Zo(oq5(i2+)cE$F}S*ddo8w@$ni{XDW{scdS%^AQsK z!muL$myafL#Zz+1wAF%r@c=0DI9Pc1iFZ~{&Ac)D!Iv%y;xEksrV4XpXYlf?gT4pk z;CyZSSL#*u|QysC6X$`R4;cGDEB)HXgyq4D0+lW{550nKV<(tHj1FcygJ=9N> z=M#6#(YACf@!?cen<|cgR?sV=DPPz`e$Q=6`Z=ot*0HFMfwir}J#O`s`h!FrVU$6|Dn_DJa zOV#AdlWBc7SXvK)EN2}GmwRm zo#-2cK}QTXgBUDnNVxl0Vc-V(rrQ_AbL_>_@*wcg;YN6p zv*<;Y3=P$2(nFXAiw-tv1wbs*+l)@p4R5L~^HoY0WOG8g_=;vI_ny_XML+e_72bk% ze2$_o&F&@2w9JIL<%b05l;DI#wLPM1^89*S#;j&+r;I@RgzY+OPsY{`d}2 z75RNr-vhk0c#vv>gq6Z2zejD7?Oc@HaE8Dg6t81DKp;|PX=A1)Ncy=rES3m(4 zpT4P51=&melaN2$}S#XzT6nWcnyj-O>+7S**l-^tm? zt{icLVbUi{qoCXv6OB^TO5J1%IoWb~dU1z{f+loGpqtg)bXEhlc9OS}rF+dfCBqh? zL79771jIa9bC1zm6;X!&X0-wZ zqB(8pMm*tx8>6Qe9yo0@t||jCk_Us@D||_39ZSSc{}KG+;4pdrC+-J zTGJ=di_$QQk2%SBgxB(fk#GC4nip9wzl(3Q*HfzvPl@Z!Cjl0?r zO8PInd+(2lVO^a4=8pjTU3CWfb=#SyvW;lC8=Tnff$7rU=XA&(K2 zN|H*4oHN8%=G6^55+6hLscOi%{0j>cB?mGddDy+oM$^t z*D(06NZzbV+@BYGQQ%`s|KN=x$czl$1 zl3uFJNwl+mWxNwlAVCP%5`?)Yrh6ICb%mWm$eif+N{C$b|#NW!f#kZ-uh>N~NrGIh70Z|`GToC{NE=O%9(ydab;|S$D)nGC6~23f6$G)t zDujc_W9 zFjBVe*)_nTZpj^g1P zsdfL=T#$>}&bE59%TRRED`sj8(_w?TDrwd&{w&iV`e9h8ySnh*N9#2;$DlYlDZT_B z*6C>x@`FCz*?QYowH@+;=|T6jj4>dJhixnl0RPm~QHf0Ohfy#M&xo91FQ&TI%GN5K znvd-B;Fn&Ul(B5+nQN3NnW=i3`1wV~%&C+vK4a>JDb*h8NCM|3{u>pX&QwKC#IYLq zfQ8$(af|D|edOzi4;N=?8ki^$#?UOwx)**5ld+SU{_qWW8&(#FooZG>ceeH96w~d2 z|C&GWNq(6x)M1wY|A~J%^UVMCsh3X8@s~$`9#P=1Aw))&= zB9R*fDb8h$t?S2Z#LwrE*@iYn0C@uu>^xM10OOpWwS>7}Nc=ak*mPLQqJ=zZvh;#3 z?Z&vms0o58q{`FTJ(* z{In~Xu0t_+T~ZAY#Ty!@ZwlKj1(tkvw6Fo+UjKzUhAnyR%B>;p$__RDJL9IYC-CCn z)sxU*D;N^Ys+$^!gTy4SpPA))BJ*`PNaKC`k3o$p0aB9Xq)O5H@@0ciRzR_U8~BLm zcLe*JN5rJpiOby_VGW$YL>L}TRrHuV+qy|01O-9KODNj3g8izT-TDPoA{8Ri3TV#3uGtIpGvO)z!aO07*NDAW}8Zg7q~cNGdM8 z`_wQ0)=!^DSw#k4- zY)o)s^?L^VPp~cV;lggh2nB~wFzES`P@xmswtavq%y1V06yx_Y;oA*cBH~-0OdOn` zb(x*GGf;Fb{SKLKaD?657bj3?rlH;V>VS9YfYeCO5C8^7?4Jjwh$rsIknN|#u|Jg!DfcfFSl(K0f_+9-oo*6MzNHXQ+8X2+Tm-6 zBbiab!lL&zAF&Tg|C0{m;e3`pPCuXemML3_;sh+pJ}MWrEU;Q zvYPuFb|X6r6ei+haS%B8=e~l6)i?rr@jv1nC3kiTyFJ{w%j;WU)z^|Yv)_7KDG^ol zlbCR!Pj4I@F+axUfZW#!#z;xPxeOpZWG z{6r*|m;o8B<8F7u1L7C{s>TAl{e#h+Tl~j#qt0UbS>chuYdvZBVUk`sItw|ib!y)% z7s6OX1M>09;tL5rH?@nzt|29fJ+shV&#%^#atKo2!rGR*>+`@6kszWP*vrkyq4^ z`h-gpV9;H%^HZ#%bgNk-Fpn>A^KwL8+q%|JtPnF)5Hzxa^WG^M+OxC!Vzxc4vy=WD z4)XKXPo!)ih*zhnbf6ZH6grvQ_Hd`D=VOQ8olzG{OQz5a^JF_psYK1CwiU`R0U?-IQn5 zb`02!h+BL($Pi$VH>QJIsKq1!kdsyqjWK1x9%NtmmGArI|M*8w%^b|W_uN%`((D4O z{SE@mHVSaWg|HBTr)$cNv*<~ocq=G7lkCTfga5?hi|3chJFOejvDBYr*S>z>~cXPMKhx35~5|~Lpp&+!OvgrV|U0ZJ# zSO`Hdxrvdq>57)z(%6{9RvLu1&!==B+VRUB%p`naB%fE%#ku61TvkfJg8Rn&W&TA_ zsz+h?s!p~V@xwS4=Ovx7HTzm;USabEvhh14>WHQ(1B%WU?Pm|G)qi5snJZBCv0^Mix_{5E~xmL}e+p1>raXjy5u`7J_QMY?_OJ zE`&$85C`%9AOFNZo;mgEC;suL|K9h4c``~@^v@B571-Q~<24{~Ut)L7x!xdpZtzY8TLRGa4zl8Xro8!>Bs zaJ3DK07^IcG*899wOn9lF4|P(os0x%ftyM9vj4Df*=FVakM7Uo{8DshZHn1a6fu>7 z27gTa^JA7mY#_6Hb=*_=Z-NR=s*U_SL(+qf zf8cVFcje!1kbi@D(M@1aE=G69vV$-H<3dQ86W-A3BFDzv$>#ld^~l@R`7!l8(7K#AZlqxmpa!zRxuOYDdIt;-T*w z@*>OL!-kWFtsTb5$8WdM4kUBU0g_Z}s|f=N9L5IUA@C9kGys~iR=F&d{`k8a$+$=nDr7n;H!R z1%T6PSTIHJ5Y~X<*m3!K=pc}ft*8M}WbC}ru;)pi(~M%G+B|~g0^iFe$j~|!tj)#h zT=*?#de`2ytXmfeQBVRPV>gE2yK}n1W55+cG<-mgSn|NL%DIj^Ad1U^A5^M=bftre zw>}LN4JUG$p+^U4XgZE(Ro-AquE?MzK%{zPl~Yv~-v7#j-~7a>nX|LMwtIQtNP6?- z=dtF$VzJGeM37|G#nUxTdzD9{-XRsI19l~y)F6m^Zdg~e~}3)sP*PAJCfok&{`l~g59f8Fr) zh#*GXEg7YO&New6mI=*+5QX+W)bo%QlJ;k>)4A8qg_FNmfi^#INir_~} zDtQD%gAN976Tl!LM9X+wk!XV|uwhdK_v$1%`gvFh47q0+q*fFywle~Klf3A$98Ah%e~Ptw473Is;O zz-9O3u4D6XPJ2e8wM4ng&a)&WRl;na06>i2u5A^+^DF5LCU_o|9|jA)m~2WaU|EN} zh90?tukHrvxrKVcs3a!o{W#hqQo%%>u4hpGm8!y9%Ai!TDUEMK>J`z>W%& zNGNQh$V6%}`}eSdCX}Ul&P1X3PFh4@?nz93m9aq1vXpLlq}yD0=IPCuCqMCzWi-Vs` zbNtn*S{wWT8aQnd$i%s3|Q|R^XQh0Nt8bVtm_8o^+QZ3 z`V^QXR=9rvq>xQ?R0&|!FaQ%$Dl}Yn&{SuzAolrg2|oKfSCUL!h4OS@TlX-;hmqw( z3A#zCbaeP0amZA}eqQ%HD@?{-|B>s3fS?{v*TeijoA{7+lTmhsCKirunYs*~-Q9mk_S&JJ(kY)DGnIb-7*|BUQPT&~kkBDdC4Qa!eU{N32 z?RK}SOYpalP|SjuWFW9uVLPG+rTl&ACKP&ZKrlv(CpRoh3m0Q@8vrYY*2&^?F%kR; zcxoaimXTsT+p&pHm!lPzm?ukPB8e@)R68Uh$=yj3oL|R+3}}`NYpPeuLgM63zyFus z`S9AQnO~Uw_UD&sP#@Q66@l7@U|)!3x`MyL&*$NN4b`)(z#FhQ_e0;|&u?Dt>_;vQ z%y%Ap${t+gM)ebtklisQ2u#?hEl~>G^L~-xMkT${hP*3*$6! zDK=>0VlEA{74x!L;5jEdP8P*+D~K9-=hdZxj`%_++a!D|Z>4Sm+HC5_vNFE47pj53w1S!=Qeu!dX%ZGTbI#FLxisyy|n}h;Yl@JuO2N z)@dNXwyXU)XUV}k=-pLfc0dsw&en6ni4FV{kJ4rJkzbBK59=A0-{P2A?J2YGV^6>_ z2r%`aP{t?%&ZFd8J`F>1tdV@Ei*!up?jsTL!ACS5Au0`zgGrO~dk%-!yh|MPf$#_M z2#|-X;rg-wUJR}y`Qr_m7A-ve&u5IN?|isSH}cuz)oWKTzp->564-Tq=9>vd+0+_lZ-`mBDr#M_j2nvLCiR8eFqKASag^D4;HM8Itqz6;7fR9P(wx z2dZMGAYy(lt)#He5@*7*HvvVvS;12o-2mof)z5)G@^G0J97M}8{FxvjZ<5b5C9`ay zY(r%gD`2STaUCa4q+;-Ij(o6B8~__xi-xXV20sNdUD7ug-*a3kFi~gie=je z1Xe|bb*IsF5QhKq#kDQ_E2LT$GYTW5I%6wR6as75qr4NwtA5xRw?=*WT^$!sxI5BV zL?mOwaHEME9fHuSTa$ge3Tj*|_iSg}LT(j&NR1m0^!^9!;sM0EN;nJ47qb9;-@?mY z#X=2>X^8f?S>hdYLenz+nlwxNV+m zl_2aE{Ur@cPNP9A$pWJyABT5*dwWPld{`Ibx3u1T%9vpjmM~u0vNe!v!YY&e=g_vS zZ2F&F*B|s1V6FNsJlA?Fr2MiML%NtUCI!gQi~TMcu#-|_Cj~--`4l(ahlT;Tn-nr%0n`% z$eyZfW-4lDD0bWx_){z7R+PKuRRrILeB!Flqj(*r0-F6OEGLV2(%mgOL&}WhSGjq( zL$Z?5rZsFKBbXvEVu%kccTdxTT4%0@a<&qSoG4NY>r*$;JRMJ;x2)NEx3lj*@e!?Z~E?7O(uKs96 z-q?=Ss@h_mwh|MY*nRk%TJVO(-F6p`LLFkYID!iUZGysHhmW=~o4bypI64INeT|;H zbz%30$)qPfk-lF`+fmS$Ff*;s?QRUp!N3it7ayLWSDQ+%BkhNhaIhy1%B}@#AiQ=0 zl%VebFNIIa8Rz{(AE@2q7@}3xIM|<9iO5xZb(z|$tT5K3z5wREB8BH;Kx}YwxXHe@ z?e$@3D%KqKZJ&cGj7&?b*P+)yw!(0Gf3EU+)+n5y4kF4EUP?y4%|qbztWftBMnp-U z>6$cQu9>Z*>4Yr+#FJtMOve6IBfQ-zi>=3FP#E$Y3lmqiQksz9u&L{trC(@I~8sfBT3M z5sDHG1<)6HZMX(hXtH6-9dGL_^8)#Pc)?U`CfIUN_NFjm!8ag6CQ zMGnv;iKmDNvd?Z!>dQv)qxh5_B-gC23Go&-B;|t}3X(oZXSPga4yA?>1r3 zbu?sXBVV+oqR=EUPD|U=a$=-xpbj+O+Kd>x#9$>dHN1>*q!>F{!A4G+lf@#}cQ(+l zI_`jyHd5wIwUz=p2zbS+5+RsQL`I7)yDZJ*9r&_dPTq`?0i;(WAJ-DkQpT8~9Y>o_ zPl@=(wK3G#JPt>66|YcBk$S+8c5AY}&-AH$2bk$Oa3!^|13MCwnxLBP*193!&!NG*h={C?iwk5$TfO!x8 zteEof?sz?3Ml|rYmtL)FLAadX`}0%z(2jmbdr(eYihv=E^Fb((r|10_~`U$ z6p3CwO%`6&D08YTD?e)(4t8D~4ATMJ54i+Qk&1H}E{Pu@#mj`n67Ixx3BIZrOk@z1 zNQ-6Xv0ftd-o_y5p9zyeE}><$h16@NdWDm_4j&%z&d>M=cLTA($xa$i`%ON$j2VIv z@g}YRNir+{+rb0SF8wxH-1LQXU-~8}7ZxHgsb6TS9D1n*A$cz=>*JU!n7-I`;CUd* zq$_|+ZpKC(iip&M!HwZIABKY%Q*&$UHerbuJQLR*FdnopHdyw9`C|mti5Iv49=&h* zsp6;YxYLTgvLK5s%WH{X29F<;*# z&`Owvxe1t^C+@KkW!y?w1%An+DJ|*24?HMmt)6bdW(1MBAC_SIMu^>gX6JZb_0P>H z1>CF?RiK{^z#{Ss01Q54*e@hwJsfD9`4-bFOVaRM^{g1Q39f)Kuul2>gj?&-3jhDu zXJt| zRzXg=0cH2~lBu4=RZvIN_%_PF&>_@OE6Ji?a75A>tAv3|&dL%GOUrIv4 zZew?_X6J|Djl`dOAy8~rd{>V2UYOFu1gOxmp*syNe$fG4y|rdEEr=0HZ%&E3kv@P3 z0(WT5Sv)R3o19Zo5uFo>Jb7z%4aqVm1kQbom!Np+XrDu|;|B!oXx6!`ERU!e;)+OY z-dBk_-rmya+#aIHf1q3h-ibl7@CqtxIU>pZ_3?N)WyULjfWy;&hkxVUCNwvlUctdNN z)=1<*p{Jr28a2ods0>b$f-TU4fY?I|RFr9Jrb$Z-eWjW!{CGo~60zfLBbv)2&V5@W zDlD3omZW-C@^VeRthYaPSIa*zC*#S|eAy<%IZ{wn(Np|d_dq>N=!%t_*h3;W`=|HSDB#L~%aq8C+=lF0%{1LR~SGCJI@x0d9CseBp!3 z55D%ZvopW^W3zwv=Wd9iKfkx}D%cM7*H~8fKm3CgKn!f3=Cb(F*T|}%8Tkz5-p8-i zlov_3J8A2w zmWW&HX25}S<}{=VEgiNBmY;|jTr@RNW$p~l<{?v52%8&|XvcCMlk^sBglpY$T`~uT zzj)BjHDXV2pAg}Y2;&F{`~j7wFP1@q!Nn5V-Gdx>uNtaVOYe~pec}HFG>jDF z@U&vZ)HQK}uMz0$y)By>;;Sw^HDG)|ENGj!5E+2{in3(QlEza-El!#c5q4#lDAakrnM;G!oR&d)Lb9R)Cs1`K zv?3yN3xj0Fb-TtzLzi`DOmj~SlDy}sGIE3a&CnH8|mq*r1O0@O}h^boE1I^})#mFhFqMQW=+J@?H&3T)7#K!?`}>7*8l=AU zeT_Zvl(cg`dy7jX!1XG@Z;O9OM${cLHUm@HBY{sN-tWPz5{xw-P5m^vhX+=LmrW`Ravr8y>nM5HKwfAq8^s10kf$XZ<}v=dWy0{@C|R} zFwGxjZ#RhrvMpcxF~K*J|3-{iANGJ;8I(V~$DYu;!iBLZl0W7to!}L@pm5`kXhvA3 zTk5fIsl&VZ5!a@ek?c;?K$B;s1tA|$EUUnrn!^{GWNW&wIj(TEm)e`W@b$e1U!&E@ z7iWLthp&`7a$}1fH;-y-xcF=V2IrQ%X5FwDePoXiRs@5A@3(&1aYwu{{F`%);;@KE z&9Fq8gw`E%OWWJyIh_pRu?Q?RO85~rWXlFfxo^B4?+ZGfHLp763Xz6F;syHGwFR?a zhxZzP)@=xn$K}FBBq2mcL75)!Nnf5?8 zt$%1as^o0Tqe={|D~JQ2fbhMf45qqC+fOz_htFrVI8G*SHH6@vzGx=El<=eHHrk{A zK<)!-U$C&$cBTdfEP;nb;Z#v26MUG$fA6u zm3Vt}U5}MeN*(Nu5oMjt>H?v54Thix2QB{*mfBNf4I30mo^y8J6-wI4jdEu@bYXr& zA_V=$sjVEL7?+28YeV`!q>Ql+_vkQD5sFL2~m{nf!3jMVM%lY z+U+n+!mEdCs8O=hkblb71UX_gh{X>|+e+>tqZ6(w>LwI8RTbBGUO^~IB9IvPbl-}e z+B&6706=lDBalo^^80guzG!EFh<9oRp+~(K)Xj!DXfEXoFV_KCY(?k=@66hphNdv|7bb~q1rG_%9yFtIHzDUy~%Q#MrF zeUgnfD3muXnpXkpJ^(IIBt>czfnA_&Uf6kKz(JZf&dau+&-ZuE|K3?DPLaronyiqR zv-jTr`JeMUzw>+e{vM7|UWAUXOAQ?uZX9>#6RU3rSgk~&zd^?ol88A4lE%E1dk88z zrF#*ZrcYQKe!OJ9Rn@v$*N$@LH*il)7c&wPQTiVY{>dr{O z3fvWA6uIH<4F6KqS(?>NG>r8&kTng=pl!s zx?y^i2JzN??;Al>AdS5JL#>U>%S?0B%3Rtt(Zp{6+tIE%2aH+0l=9{v-W4o1buC2% ztd;1xGUd)R^G>_C$bkup^j767k%6vtQ(I*%Gm&26Q{+s;j%>94Q-M2ry$LVWFb zUtD0EAwt{cSpkd<%HP#;Sg5|D>fMmaZS;(W`m(4Gb8lGvfGou$m$JxKg`GY|Y*arp zZ`F;|ZuZ`F|ACUKU}+P=SOPE_b0UpFh1IiW@jkgxM({+U)v6qu_xM4Du6PV4J=h5h zO`zjoeI1Wb6S)OuoKnTNM4(w0#{Z0rmtWsB@HQ+g8-cxLmA1$UI}&miFIH!$h<7Jp z6DT|n%v?+lmj6aP^vHZnVf7q5jO$|oUCdZ{18NdkB4>l>H6-^G-BBxNAe0{94Yj&v24C?NYG)t3bgJ^q^!nLoXOdHp)xab$XR{!EceO#V_6|2bKl)~9jAxP zhRXBy^P%XUGooNH5%d3R>e;NUdT;UVcg`Q1`>FX~K6?d9V~AHfh?m9~a-i{CMBNia zU&STT#RF^IAoJ(=qRXMP4n`b66AUU2k}68uaP5!~PVxefJi8i4oW%3gKD#Xn6F5V! zYJ(dBULY@EpU72BU}1C}kcr4h`WE|hhvx{#4^b#gL%r57c7_ufDNLnoHGkRi53wLA zF3=DMg<*S?COrcx%vu*n-ZX4h*I8M-lb_GLzbB_4+}z*p&(;73TZpmQ;JOdi6P0@$ zTQ43#zL6|Yj#(vU&yVps28s~l#Mef|*m5n$f>aM|!98+ZHp%MRl3-5ag~_d*(M5zf zsbe0+PSQ$S@|;=v9~w;?F%(L}At80S>>iGKC;usw4cmN~R*J6?%s)s9cK?#208XJ+ zsX$P=XWZCWC&o+QO#y*O2hB!6lOayH##IM>u6Q@s(@cRf=buyxVLfoYGGTYqY_x>R z%xmp)2E|=9Y=*-V9}OmI0Ed_GR<1<>Zv`3ILp}vvTA6MXkc3G`d(COG0-|o|7U<++ zZ|bt@SENhf1;+(0##3do^X3vm0~AN553=d?Xna9M1zyUIUqFZ36B3K`P15qFR)dVO zhnm6B5)Rw+DA{h8iZZd8l6$Oky5t7-tazRf1_TygZ>aZ;Om+D&&5`2~n=PU%*!_^w%S>QG`*O}1qA)1qmAPEL&z zM@KNJ4x6=fEkLz!60^|C$%#AIK@>|;9x~3seX+Cx!%h!Ygfd!I;S#QdV{p^oZg7yhQ>y zyq<8wCdl23q^f#NoUerlUfiVq=WX>#yL=48C9b%ob7}Y?8opl(iz(G$Ax6ZYXbWx! zofo};lf60~T?$Q0}Q^2WtTC){fJTa!IJ6>eo_EyQ?SKkJubEcc)&^Pfh*^ zx@|ESWpHTphhytVK}bL+>Bhpay|{ zG|cM(5y%TVTMLXwry`TV#?NLuC*?#SwjjBXGS zmWq2uWM^-H71g!5io_DL#*(#fP+HQ}R!(6-!@V-}XP%Ntn!;uO8oL>&(RW15anTQQ zoKA#Tbw{@)ByYX-m~e#0Gfz+NGP%qImvGsajNt?g0HngbYfn~!r_3sl%JzzBdM%+k-Ov-&&=mTdFz=$# z{oQ}-_cv_c__bd=gTGD3S?_9YWqnkGTjlpBzjM(BE86!<2l&;S9O9khhAI(>y67kA zQ%n7~BF4mb|65v&Vul1-*da<}nOaONcjzY8V(da@3BYu)9c%?bqf=7m84`4V7t6#2 zBfE)Pan$4gAg^X#DUHbS=2eBhMov$g038LVR|&sZ&PqcT@^w^9*u<&rnh`8(V@~A~ z(-_AFUONsw%2I*)sGee{v$wR^x78vo^gJ^u#gbE+Npc{`CRq>}m@CG}ZHe?M;{&a4 z;`Z_5*H97A+J1{WNN$3NY7>tpgus{v_8_1ET*TCg6?0~!nSv50IlKIAhZzA)KIHy2=C5 zYvp`}KiquIS7%2Aa@;@0ziooMvrh_8IrF(c5Wz~>mI#*Xg5BySXG=N(NFMs%zbpFq z{vh`$aGwJADeyf*fp_2h{U0}4^uhBNDU(7`yfLajPM@e~QT3Qzu?mKw%yC z&6tg%{}%O`dsrxZWz7r*EYiC2KdfS>{Tx41^u}Mr+@XjD%iJh2Zw3Gb!|kFRz}H{r z8XDX|^qj)J=a5(#7Ac*a8h=PRXy$J^83u{B2-wCguWKti|HimSn8n#*u%1G9Z{ow) zq7&2rJ)NE!D%FbKCkFtt$3FWiRSbX;mm?W4;S-u<;z*)h?TsOnQQkayZgHF5C5acL zu4ZL}CWJh0zEO|gmm0#HW!VyKjrnQtqTEX->XqY{0nO@cVW6xMY==NkKQlEipJ&q6 zX|J$WG^F;HKTzLMxNoI&irM zym&WwP#m#(>o*n$UM3?X@*nwQay)D`_Q1VByh6{?^>X zbI;7pJ@bjb|H$t>y715o|0KacMc=niYN&tsrDYa=nSJIUEdo6f`NCuWFLP@B>cq=C z22g<*4W*or?Z|xeh`$J!kH?Se34aiEEUz32Ny?|6!p@|J8RxZQFx_j!Ee67`xg2RuT+Ug1{HVev&)};oN~!9}es&XmkB zpP=1jx7s&~^Tm`}4bTyC_4FS#feDF57II=-Lpsl%nzCdFh6MM!i(bzyK`*@jm+yZ2ij}^CykBSh#q>GX~cYNTJzvtE?j%mX>3L z0{1E7pQ*_^iN_A~?k!h)V?{?G5>gj=KhAwi>95RzB_SHrI5Wc1AA*RG_1VlZ;i1cigk(nB* zs^%@4vR-#1Dv&*^2g%)XOL$$JeYOUGYm?(an9F)fNyd~;nRYSL_@kJrUdM|nl;|cG zp(({9mA1gTHeun#D)+=sFJ+1*FoHL2CjydZkKBag5RtcDb3n`mMC(BPUQX=9pdZ^e zVC#Xp2D#NIXHEf2M}#K?*$My#niTrrZfKVr(hi@2r&EHKL!P(atim$dWr30W;4;At z7=>0HZ5Kw%XqC-emClm6Ta!B$#0uSLssMpkuo|NmIWL1P6yvTP46b2NYn)hj-?|M)5*X7!qHex&`aNmMZTLufrG}`puf5X{%aTjM7v*G<#_>vj zwT`jboD|7LUnYQ0ajEn{3lwpZPp6Y@H=4xGbBKr*`=%wr+Yu{xlxbEPARSU@zQiXv zu9*jHySITYbHIInoD>pD9_I|Bk|P|jF}#hgK@`~_V2a9PjQsHUHIUp1Q(I*1yKP|gaza?x` z9J$T@cOb46_p((a?=W5mtemNII^Z_ZzA*4A;VWBCVXu@lEPHGAsU!hlgD0?(DZ>uK zB47uFoQht%i0L9x{DTE$&DKisiCr45P@|AxhAA-8Otn4bLEzGz)=r7jn(PI}U^VOv z<1?HlOK9yLu&R)0@sKO?ikhbKRuP$URk2Az+I|gR!!nL#EvPQ1nq9M+QEy9@>lEtg zUHg^m&Qq+E>jJ{318utr4%_N&Au*gMIRn}m#&V_3D#%f9meH>BaHf{5zk!Fd^XOFfi2xmw28UGUfo#o+|r`iwDjr0~9FiLXQc?hLzQ7|rXQRx~QYSj_x;7r^+p$Qd*Uz19MF%j|~EGToa#%a1aN zGUH@?E#2I{R5mvRu_?t&;}k;K0QyR*o0Ii*awY&@&BWVZSis+VMOl;_J4rgdYRF|z zu2Y`I_@Qe$Q78Bo>Au)mmfbpD(YPrLf5s+ z=zdm%4`K#MMXb-zXMNKqbY1r`a5}39<2iHW^*Udl8F-p6ji127= zi9uW%*j&OeJ$Hc-n5HL!Pa+t6n zq3lNd3ST)DX#gDX?RAWtQ8hk85P)sd=o7}RyB<_%k?gB=&x>>5C$A@jv`H=8s+-xx z-ulKmDh~8Ll(K^V`r5OE+A;sgOeh5bUl~kpnxc^QHh*L|4O4u5F{S)EieJWm+w`u|&qG6q_i@E=_WXdlsdy!7)hj1oFPUILk<4r2)2h zeK2~0_B?=)C^ruQ-@}3hY?YL5v}UJqLi(N0zKC1Pk#a2~s9wcb<|iq^&4A;SJc`Qv z*s;GeckJ&R|Mo)c#es2{2kV zQ6UhX*-P76YZgIcMT0E7A`U?I*#@rQ^#(K1^zxRzC|?6K*dtW1C`|@1xcJCaYMm90 zx?zg`BOVPN0vRJJ^yFBI9b%wl09MpXKWr$&6?eKJ{1P;&e801FH6}W-RkMzTNULvL z3)~{t0ZPG0{!``{At@h|NQToM}Ji!Hf2a`%U|E!d}l35Jc;-tiJBl+w;l0!HdEmy8Xrkxr7j zfXQnZg&hoNE#qIU&iSq}aKvDmJ^j>=F%JNyx~JjngiHC#6-hlb_A5{)t89K=(qKB) z->kbOoJb7AJQ~lG=~@XpUJW`w6U*!tUtez}oZCJsj)8_?I+cveRTSX~rsF+Q60Okw z-VI;tGFu|G;jOYQw**m5V1pk3{;CHTea6cj+*tk1E`afJy3gJM z9iXN?u2qZg7;qR)UayO+8MVfewhR<)>U|Y-#!l&NR5v0$m&hvF?LwlfqP*t; z5;@$USVW&dpuYs*ZZe+J_zv5QQwe9++Bo|4bX_xOz!=)qM|kR#ZEzCo1?kV(?OA9) zl`j!VLLj15iJP&dp#w9nYYw}Z5QOgYnW398od7)GIU-tYXkk`WS#+gc_c3~jZ8QUx zanV1(zflbEQ;JVfJy*%k@1+*?EDpOIS!8U@TzK3<$zs*=kdq_lxH!NCKJySKvELiw zdF{u&3$Cz%wFshbsXOdm_bQ*5G*4J$=2WLEU~<}~>CeN|ny4T+B7ZaGhI-(!Mmhpt z05nZS*cLaST2lnr34>)ATdh{X3PO(gW(*^;X5F%-CKay|*c71?QiFz~Y(X1R$_rPV z85_w#%-!6sO#Q>oDI-V_lf?4IPf0JZGjNJm@6j{Q61(DXqk0H(1!sofX^jm? zn!$-$iCDp(LvQ@LOZ%fr3#OYXrL0Ig>tWr!PqniRq|wPedge2xollSE%xzFA?ehO0 ze&EYzo@X9UJ$YkB%XE!bzYG+I!7sBu+PD5ra(}Kh$IO~X29>rMx zxI(J@F^w=_sBkWOxE_<0YHnn&#w#Wrm^c+I&YS<^;pMDe6UCp2B2jlCmTGZyaLv+> zWjRR#g=KH~(x}?36=6waT`WN6y@f`>xJ@6KM!Q5yp+-6(OAQGXI9|)$xJjkObI;ZU zOGXisDDO--o=eK~4leDW^>R5LdL1i$=G8SIs{;$KAX(qGPSiw+YPKy*&=;hU*SA11 z427qqUZHXcPh*Biiva8;wmPn~qOxTF;6}IwE^!a-+#e~2U|f`GNXc-xsXn<0 z@AB4E1DK}ol`ODK1=?~si6)FW49KJ^n9L;hfPIa<-Ui5?;VWbyuaa$g#Y4ilyaAKR z%c{^+37EBgtWZg-&udmq#s?dQ4B2^hve+|YW7$PxH^lU%xl0enzfrJoWM5G}zk-Tm8#56>;m ze_@$lpG#}<1TU|WoI{2QtV@PfF0K4hgQMA&)*IrA^$wfF#W3}(jaYd5#NEIB=gic4 z_xl!cJC|@IV9F)@G0aKEsSEZ_oa4<@uUFOoxilQOt%0*uK1%#x%wc~;5*r+O3GM84 zL!Lh-wetjLz!a!cx!kC7agxyTI6qAw%#8OmZh(_;GGH>8gD!Q8=;upMaB!mTkqYcX z(&PJ&%Nx_wF}Eifml(872vpQ5$yf+5wpFoGDG$`*aL!B-v6njM?F>A}D}C4*vB|bA zYma$IJ>i`>*{W@hC|gFk5P>AJ3e3iV)wxp(H^q2QR(}HjQukMCZ6QF(W#sfM9bhV~ zz`9PEy3|AOLO)A%kG@*zi#`)udg+T#zW2o4|M{nm&0XX6(#2Mt36Y`HcyxyB9!R_0 z{Z)#fb1%k|B-Lm$s0iA%>|tu{oh#f$%F$r4%0<8STrncX4e|_YjBhJFwe`J>`N(Jp z4h+N!Pp!l=Xa*F%;4bn=5}m`yH#3%Vc^0CmqGk^4j3VgQwhfkZ#)6Ia#w7n?6qz!Y zXq`({A60`ZPdlCzxk0i6r$9f51@OZ9o#Cn;^Q(YrxfHsriehI88`*brxazC|z>J11 zn@%Izb`px+T5fgo9%3WFlwMAAu9t z{c&X=K8w25Sh4L!W^@L0XIt8XoB+;&|G+!-0>%PN;y32S>~#|E+9`oDNKA+(jb>-t zTo49g`&<6Y!S=IJpt3&B#UQlWt1v+606z_+KmAmN*6AMYhrF4RAYEpTA+P{^l12Gl zl%IP|(Q&d&7+&vCwV0IKmxy!nB%+Q!3Q1__O7vtAl+n?@?XtMC|3ihkUkQfe*x=f^ z%-f`iAi*MywFNkCqcMV$qW@tovypf|jQp`lO7BRZjL!&uo03w_gC>K`ve94FToEeD zNMt0iWzHu_C=0*z;@!XXakAAP_|?N)wgm9NlUP#wk1QkPxRo;1tr%Ar{Rq(}EFwH* z-;LE(!<1g7MEVD;?y{^~l+Sj_VvPP28!#TI;DKMwiZPKE_z^z~=JzCYHRBQ!eUBf( zZ21vVAPeHxWWKcex`@CsSbQ%&1N;`qu$lxePhu|JT2uDRx3D>Oj=zcj1${Kc01CITNfLo>2q0ZTy*iDg9*(6;YlVP;Lf~)A469bvph@K= z#YUn_nWFKP@eX-;&$Do*#%)R{(`~Pi8GQO^<>^w{uLQP3x*5}p2YN%5JTYFixl~%k zJ2g8M(TawwIn-0q*Oc=OKeFEn`qS)t{d--pYBX03aZt==a@fbIbHPm@59`AE1$D)9 zM#rstd-|Cv?Ui4wpIHZ`O^F%Evix@uK}qT7a6Oo|S(+_X`c@=Jv?hs2J^Lad{kWyR zD6a*lROvBo^J9|D8D)g?Kb>$DuGbqO^sq~u91cL4Q9ft_k+g%h1N z5+Koi<_9_#lvc+7AD+83_sLIu{N}M=c<{gC&wslAy*qyU zKf2+KfFC@(%<$(zVviS6Uj4Lp`}F9WZ~g)KF_+;iQtQb6x)g(zGW-a0izl1sVAo7# ziCzcjIb}CT1ZT@|EhUx9$eT4S!=MkUAFKE6a3(S0Xv}|DO~FiA;WtBCC=m@aV)+PK zvD?|7!5hUsB^ksU>{iF@(=@HGuqf(p`2OiS-~7zl5n?)!3~1x`!} z$wxz0uP3K2u14;`q5Qj?di{;e(#uI>`0z>$Zfl+^K+(7wI2?&orVp7(4&m`0YSfdh zIk;6pQf(}oMTKYl;^(k!rQ+=hvFZf|LV^! zbIai=NAs0qgwEd9{g1>1)d;ny@5|3Qu z&})pMp`^KM6P@k>G4x&nVQV|2jLB}aQNS!v@o>m>@N%0#6&Sb4zk=^0QTuntNy7Ad4PM|2!jevu*^B#Y39tMY3BHwH>=W&bj3tHDq@w#0KYE+?2aeAgX z+~=pgo#Ge`;Iv&1I-XaR{hfxCE_B*hMmrGgk_J}HJrz!Mtgu-pPAv;Fv95HS?G5=N z)i-PpU>5}nY|?;8q3ajEvhwz?-#j+=i}PPSPaEumL)#o|kDnz{#6jSxSHK)j5zyw^ z*K~!UBL%GNdat5R=@o@FcKY%EHh@UkMKH&(ft&o=G6n}8fhFzW!t$3J!0k8o7vRIa z38oQl1Z)^o0~u(3bJbhaXh)K~VU++1PO8%J+=Ib`LD8_U9S7ujQ=(0d<28ER z|p`}d2>7a4uVKE{<~@U=9;e}cs1jm_?skiERegxz zoQiiCHfx|_^hoJsi&uSNk8L%xf=P2Cv#%w)T18y;B>0$>IP!r*gFX3A3R{FVrS`&C zMsNT6#ba}K=6~t=E8Hx_l;~e_n_5FEpK#5WA=xYGvK~bI3fMND2%P^C#GZf>pMETs z(_g+;BsEM2gx7vodazw9$@B+=-WjhP5+LKp*q3nAK5L8Ef}!jV#sTFM^cr#g$!_!_ z&m`3a2WJa~V8pf1>>0VnNUo3pEbHTm42y=pMNj-n;r6I=g%-XsCOeW3+T6z2S5pb5 zc&h=n5EDRi;_M;ye4R!XZfDp1uJC|t@f|Lv-7dOOqrr}w6CtfJ3p2ykj5XI`m~PB# zK&GnHyLF>ymgh01tOACLO6DO(a-Ighw|sZituSwX7iTz=A~zl+8wrAFLVOq$P!m~f z1~U>7JjFjwX>`_pj$Xv$=CHE4yu}};^@#zA);QE9Hh5f1x*HQMn>amAvFERt$SMK7tJ25ux5VVW%@eOY>NWkFCrWBK%Z1$ zx(>lK{06kwhUl#mFNXyfU5$?p)3XX&kC3}1(Q%EBn zIE_PE?)~Vpm2GUE2r7C?H#y#M=+2K<4{qGx(G$yzf6*Y;gj*<<4|lOLcb<5HucdS7 zj`sna!<7aKL%QTA_EH?mFIqhYZ*~ga$is;|8~#mq%etvC_MA(RgQXaqd3VsQ$;X4o zx_9GGVxJ{)uOxB4WhFK3#81#4eIBX&ECZd@CQ8xpWNk4nd)Mk2g{C=8f^nh=UQ()hO&Hu>Svp4_%#m zWbL7=$It%Lx&HT`x=(@o6u3`;xw-eh|7*W^Z0_;-Z#;M|2=G;cE~g)_OOwvf69Uy* zs0tF2EA_gIwqgRqItSMyM)JrCBkwY=I1D`Tc#T-ph zFzWh5Y+oJEW2^MdIH`|@+>V&0`NfR{3Q<&wb96N3Yz6(F{_M23&CsX5J4!FcjeQki zOfpX9OkNE*@(S?3#f=Tby^eQ@0j5)_qmj#^Zbnd}in0P`#+T?`v?U7g0;*C89o>WU zj}c9ZxZ|v1IpFs5?Ubm@w`toWRH^APS(b--%ass1^M>zYg0s>BH<+sWjW&(^Zd&hM z%A}1+19Wth5ewdZ2b)%05yc%i3vj}EJCQF^BxalgHzS#=6(#0TqlVG6waqn2Z7Of6 zHYLH-R)%+m_RYn&K!aCK9oajAA<+0>?*>1>*dd$5OF1M+t)*BBDlP))b$=u_T)SM5 zy$SMD$}j+wNWVQ$v!bTRgSnG^>mCymoZ9c0eEj?}Q3XCO1E$`8XCoJ?4)|if>LMn# zgcvk+?>|5f65N@-7hwh2Ml!0*Y5Ra>Tr6qEVynWhLRphu*vgaxU~j${{%%cZPU{k1ob&Hcdqdp}6?hRM$9$LiwTMUQ8~OgJzAmRwF& z03|(J1t$}~n*_~{M}+z58UZV8rW8g5RKXg@%I>LXQz(nJKRK8t1!4Hd*-e9dgG^)5 zEZ1A*t$MQ+k4y3_ZEf2OD#Qe>d@+grI0c*+HjID}6vIiZgS=1w4_I@Z)x(EN(~iXL zlwxVye_n%rI=I+Bk5|I66S0QB=ph=dRMa~bPBJ?O)<)!+c~pyWN)<+fkZdK9%F1?e zV=J3S5jnILa39SYEeFuw6boeW&|*EpXu8U{6CwD3CZ}FkyBBk|GIGg|`P%2c{sYJ6 zF3UjeWY0ZLOUied=#~;g7%a*emc!;5#PG8U*S=^mF`o z?d&fy(RP>CpZYws&*28&a%&SicSDGBRUjQ#mN$oEM8(E*rAgmfF}G^gS}rf|GFgDr z0iE)SDYNQCn%l$GViiUp8WpONiIhEWLvSNq!UgR7%q5weJ`YoaNP99~pA@cJ{5p11 zS5vxhpz;Jz-vGj~9yhY?SOw)wbOsad-z^!v>>lXj#+Ru5F>%JRNrZ$5d#S86jUmk%C7!8A)rGrX`~ zI8QWBL7pXmnH;_KF%(T!7q54-`KQQknnfTejN2dRLHEiKwxQ2B``(JIX7Iy6AEdaF zfKy7Z!bJvFJkX>#hZg|qh$ovMfpC6BY_4c+N}J9-Y8Y$L?!~f0JBQJ>9s>EGs?MT8 z)z+!B0F%L-on0o8g!O4L;EC&0+<=qQQBA(!s8p^3!F<~{}fj41Hcm+t;L-r=?RZ(ds*B`r{0qf7{(7B{SQ^}=a99lj$Ug|xPO4RvgJ)LNNdx5&FP4oc4p+7VF)P8jT(bJ4@0** zTvWMS@)p^^Qu9My!Xceti(n?1CeBz> zja=x&sG`}%h$^EPZYU6~Hm}^%Y|0N=ivye7b1PkX?7@oA8j$2+)kmz-Au&ptq@s{r zLX5_!z)d$R1`!?U#}1pcfx^kR8`v__)YWWk&$t@0R2u6f5mGxk`(I8^wm;kJ%pkLt zJNU3F3U%y;AOx0z&btYqa$hDpE1q>_?0eg|Pi%K!L_sto_C9suTW1rV3g5{t! z6AZ?wG`QDDah0+#MeZ>cN{m&Of$CG@pto8AeOOPlyXfq%%>fb9yB;UifgG0u#_Xz~;ff zW>bgUAqJpom6$JFFaH={IaDXi9`^nqKB>-EnT}V!yj0=kOSOB-d#J zAOzCRIDk-W8XBAWw?S067vO<&e@629UzuUwfAsEeJaTOA2j@Th`IpRP*dySnqxz}8 zv5Y&3oi=1i%RahnaA{BuQd_szPTko+`g(e|K{&;;hHH3AW~_m1Bqq~Sq)I^;FGV}3 z1Om9F_GvkRp?xyD1gBOC!B&v}gfKJ&{g>*H^nKcW)_i96S zO;ahxuXFG#m^Zsts5i6P#L)pFxImq(1w6kuNCqYW9nlr;w;3{Ya)I8$J|nzG)vDO*sg+a zxvY_==e%42A!$1hWf`5e!W}XG4hEcX>xrx&qZ3`ZV`NS`i+IT>|&f4AIcrXn_f8cqL5-i6B`oC?Vz8Cja2HP|; zy-^QmnwRkc&p!-%X`RJgrV5W$kf2H27$I;SubMqC)wJz|P5esgZ^9lh0Q!XYIa}P) z@>D5RFTDK7E3a4|s z6VkCF^`n=!HwfLoc@S1AG?lI8b>~TXY5Z&TT|(sHipPB#KHQKR~h)&DW%i}lK zXsM3HhjF%4B~x7M3*Vdt4nF;<|NMW$NBpZN+V4-mjh75|xSg0|ESR)?2$2{g^tc0D z78J8Dru=SeLO_PWh-0vigxG319*@u((r{nDmI-G&vIJW(V4rg zXP_atX{7|HXOJ>#Qlw@=X2qhxh)JZ$EF4R#niXhs zYYxmHp=FgW8Z4AnRq7ZQB%7pkx~)rTAx!D=p%t=%GaRK{AwleFGfTz3G=Q?`0%$ep zq2dt_5`e5s{(E!*M4GujIdqtzI+p=3_kPY`{-ZhUcsy(7?=CadTV~?9UE-A(F{yq4 z%j2P`*KDr4^n@-NteO`F`XYPLM-#a$< z>ioMuvv{56e(T9&bANIE z!=E|>w^49(0c-#C=uf=y@E=y~eH4NdJ>llzEY~$QKWH-oS(u*|LZy z!A&aAwSp@ufkaHze@v6BusnL6j`@~y%B=*A+sy?Y{~_~|uz5uXK9$iOVq&HRargQW19f7xJ4#i8GabsmCS+GzX~V@^U_3VcE=6!8hC77 zMD${zBm4rBWPS*5OVGq2h^Il+aZS#PP z2=+;A#Q6_dEF^1E(ZlUT=$|-vdZ4I8l+xlh)`-#kVw98_W7Q2UULZeG3+;i~zh6#Y z=%hnY?dL)q^6yOo=86LMx<&MARd6o=t2dvdp}6QE+EVpZ=Dc+6u#kW2#%SfBwyK*} z=;WfyamCLd8JyXpYVfVNyJ2U{g`v2SZKm8Ur+e4zJLBib+5B&ds~O`IE=yUY>vd;2MOWmkK&( zjFPog6lA8rqZ)f$=Yq>!+OmHp|68VF3WttQtg(P4TY0jlqryaMyR_IrTC^ieSXQR= z``EbmzU-Oln<78pdaT0Z$IrK6o?7_v(Wj5R>dN>KSnDEf;h&^JA>-weP_F4bppD3| zj89Ya=~98gM9a!BJJ0Ld%$6kClXRx1AQ9clcE8S@yRfx}3PvB*3Yfo_$Fa6Jx9LOQ z9IR0D^5l?!9htVa+pAe!L9LEa)0)pfv!i7ajJ%`x_Wl71{TvRPPFWr!HH{wulQ5(9 z5$RR-8ShK~v5zeMT1Ej|b>(f|{b5An?Bb7p%i{WSFXC=__4GaKeU-Z>E}C6p7!uPV zI6fOUrB3>$r6$cO#~YhXZHXOt^ip)9;f7V;|2OXbCPh}y&3`zVI*LmhV6}UoumqXo z(|#+d8I?v*+(Z=$wjekxJ}PHma9;fu|6Wm_IXRt_y7U|;e?UAPNkD+Kd8{4xd6})) z(_BU_b$`p!Xfl(@>N}(J6@lW`IL_i0lFiGcS&aGVFi($1R}~BrrN)fN&k5_D0kQYj zi41c}G9w`g{d19k#)E?o{fA%v4_h`k8cBp^yIoAv-v46jGpD57+ct+l-#i5+N_EHg z_NPX!Ci)|%x|FQhQhTf1>vLAd86%;yr)nM{({RF!SdXClq%iv{`p&-?(He(xRMVv| z*bZuFFb|#2wNtv-XIZdmMav{W^nkTU9Y2T`j`i87k^Sg9&RpUXgc1EY6CBPiReER` z)BfXZBM8oL0bN8@K}oA?Z~xS9ed5^M&(6R5gU{yz zc#5AeYj+a6zC!P2V2iWeZ-swQcc(|?jV*f5cVv$n3;_B(@?!jkMgqp9c&DJ-4M3gp zC1u5iOvtOk3k=U4CPa^FoT&^Wbr~(|&FJ^c>Wc`=n6ZuX&3JXRXP$cMCy=(5l=>d@ z4rc@@QHesRUzw>rx=&ZpU1TC5M81g4)2wJ%OFviT;3&G%u$mp?guS!6{5&^Wm^ucW zD7_QuYMPueR={8AN)X0HwoO*J(OVfEvxN`TdC;<&U|dp)7v#)*B`VvDeL`PPGHePv znXw}@rU{=qy|KStc<=IW9ZzrYSC*^B?G$$1sHwncpN9Sf#Tow9oT^_Qo|DPZ4N23rHA@6kb z{Mv23RdN#Hq<~Usbu6yR_G?@FYrLBqCVyKrX;-sS=-^s$aj?B}3+`ZM+tt=zv+ErH zkL=@6ncR+Er7p@MY^+S~Cgx2;NWam>-{iukioO`=>y3!98St3fz!!(kjd3<&cIBIJ6MgTW9mv`<07t_dUlNk z=j&{-c}Wd$6V1yo*PL^SdH}$}YB_%V1@9$R8hCIRo!mM3{a5shHz%WihyG2s`I9X3e>c7I zUQTk5uce_mqNe41n&jCeC`K@XaOwfuJi_D+_L9_ie6z^L{(>vq{Y$@nPchupP{ zR27jp5@TErIBtTG(G%&D)c_yoLU!CR3Z}u_q&( zh2Zkk0>Qy}9MzbD^_m*R8WaaSSD`_O>qD)r2#|Po0k$xJ$1^t$-Y{bxHoA4Nzo}Ef zjf1g((h(`WrXVMPK45_mgLNQ;M<&#mm{me5h`Wvm$&kLd5@i&Gj86j%e#ct9e9A;C zk}6#c@75}VF*u@azxKV%lU)MzxA6yag6+<25CVdWKxuXe>JAWCbqjF`E8~?3cnznR zpJQjHjU-i5#$ByHb|9DpJI;<+la>`0St}qB&zl*bE%?8&#Ann5uydx-_zaoDY>e0? zWPsg4=!v~{9;k;f&TtO)4|DN2nhAdww20fVu?KYN7&F8y{!B6~z78d>8p;?LY(DZ^ zvJSyx;G&H;C)~ODUmQQ)nI4+ABiw`AY!GS;I=pWCB4*hg1KwC9H+QGpc`vOSdmw6s z8aysz*s-c@f*~xVNSM|8q1n2Y>(gZDaQP&JS@@+_e)CH@(7(EUb&UVIZMu`KIi1o4 z>?;oG=}|e*=M2Id+2oA}-1oZ0ff+8tv%wS;0|#Y)Au{#~RBo9b*!i1c7lb!l3yyPM zRVn~$3En5?dIOu|rDzQ7(nPs(!W8~DF|YWQjY(??$)Zo@xX?~KsGN zxRNQqjoe4ArH5tC9ngm3*J;a4QqYD3QRO<4&!pk};HN?wFyktaMk2!hMyy~If)q_Z zCf_P?7f#hHLaTkrM+zpIn1!OCaF8x}C18Qj9jlM6)r~`iU>T=A3xTTNY2PSwsroV0 zyK=v1(n{wOW3bBEJfwyNd1^jDp9I~$oG6EZK;C9jKQz^;tn0~ankQS@t;r{BnRM6J z)Ix0#*-+7hMN0_T4pU;XK0BvecwTdG=5;4TL_b?ptT7QMP6T}=y z2V_J(D5u!9Lhu%iy zTH_)n%wTu{hp*Fcra4_ouN>Gr#s{^yZ`hGtk(4u3R3P z(O8-U(9nlr3S*n@9!@Sq7p$qhepZet;5Lj40}qo*%+r~ambQMfLC{LRV)KwG1kkk9Bk-~}pKQwo0?vsm;{9h0KAN=vB z{qL8ay!*R=){oEs>W`i=mm1q(d)x!@%Mf;Zd=Se!=M0UjKZMTOh}qr-fE27E`&OPD)X7b!FcPseFc~umycYUk$0N&mRPmE< z#iJfhY6V|QBejrYcE^3`iECuVoQRaHQbw}KSayv0e6I>cA#jMgO3>vyk5_hU;RHQk z_SXWarEDJ)6-VFjPTp(#19HrcAU2>3U`?qcBN>Ntjz(M+reWdSM zoLVJx9?l8C6ACma4;{@ejsfDa^>-B?JXsSM-=LrjG7gqBhCy{S!Ox?A~9bok~hP4e=RS#5_@cO>AlR(NrVd8#S@G zB_wv^I+$S*X{c~&bi!aXl525N%`hC7^v2Hz9<5KI0VfAIVV6o2aR1`_NUBTg<2C1e!~3 zDJj?lzCy?x@0wnvI@T=?-V`QzRgUb8{jkZ4XVc;nLM@@Ro~Qo)_uc*7XDLj5;KQH0 zUMo0*}UfMphQAx>Qd**<;|Pl?s!tux8KF8VBHCBu$>nyjwzN;4{oH~1QB-@^X^ zy#T3jD%GHJ1XK-Hg-_&l@Zl`HpH$Bye64b8Fn4KesM(4gyTHORrINM$vsP>0>OH0i zT(u@+DtkyPW8pgfD;snW+h#I&NgOV^$`}pC!s2(V#WqlY7q@^`kd}Pb;BOUAa)>!C zRcz-%GcJuUV*=f<@v_1Yr_^?`ARB@b*auC>V%4E27dOqLf#c$NF$)d#xNyFfeL@O# zPMg}|#pBGUT~3kpGym#c$Hz!r(sN-OB=CxwCek7lZLL*{qP$@6?i=~4F(PulU^GuQ z`$ozUznw{b=w&%HVT2*&e_cKcPU+!b(CY{rbu zPdNViLZJr=M9O&Gz(w}X00&wMzv>oY?3{Q9ZA*wg=U0^YJX42|EP7Jp zY1oges7Ze|q=nvQinus=d>$qw8tI}I-o0}7cYoyA+^PAmZ!TT_iHve-hh;Iu>CyKE zFiN^%m2mf13^o|n&SmU3Sz5r3v7!?KhG=3Wm`s!XO+LOsMwb4!jLVtZ(H&tANqZ;< zt82LvO9*DiL>sIla&vxL>@XDuu!*rAJsSNls0T591A1OoLB6QD1fDcW^eY2iPBTL} zo>dr*vj?0Qo`c~@Jq|u0ai&v-ZjzQmhDqWrk6}1|f)UidBhiK=vy(*-zA5hmY$w72 z5zy+rv&-1WTU+t%#D@(P@Ns)~+H2T37&;i-!IO5B%SoL8>qhR?RBN##lpW57BTe zXJaMlLNPkAbfO8bsqx9HPzaEQ_MJm z$!lVKnPoUVTu}0VXV4pYe+F*#80_EV@U_TcqI(Khj_&rZUUw6|;bNAY3^ArMxmhVX z)ng@IGlzI<7lzt~nq?9-M$A!3Spm7ZX@>`;K<*dbd-m?{{?Po~TmRbp2S2yO9&<|+ zIh@x3$Z{$~i4qojiAJl6T5SxICjf{cbj-G(jiaj`lhcn?+S~azhziA(*r$CRY*dMA zV{!9sTn9cduZNXresefkmfkG0rNc0kWxJI}g~?X#utrl{_q8{G=Stv~D9z@~@ZXgU zK%R}!i7P0v69k^#EG|5H(?_D?XfZRM3JY$IDdD{q+A%lY^T|Y<9NV@vuI9c7Dpvmy zdVP9n@!FHkKy9a56P@lE9C|pjsM?AF5!TeSBl}t6v$0Zi4~N-e@H)L!#KHcG3`MW?LD{ra4R=ajvKZr_@;EUIEl{ zw1Sj%0W~omNMovY>}rC6ZdWK#Mf#vXAH^hOdcOCmCptUz3}I46ntrC^z`SR z`J9TB`kd5tV>J=FkR52c4xKX1&vk-#bJs?!1f-O7-allCnfD?X1q8JRsZ!DFC zleQH}`VuQRyg8YG*y3$e#0&>U-UaL{Xw@B$d8coPiDG;T`+$lJmP|*3el=i3G>+FZsmi8A^M94Yq?XuuTZz1kL09KtY&E*;+!#J)aM8&a?3a zTzzE)787Z^3G7w*A6xI7V13}cX8H@0q;h|Tdlpw=DB{qVZK}DaKl}94)=R(gy>N>E zC7Z+D7r%A(*xVQ9-#JfW$M}uI(JKaMkROH0(L|mr6;b14k#3xRjKT)YJpNR_3j}Dc z!CJPSQ()Xow*1YtgH@Dp2Vmrh!QQ8uiYp+R)A%~DCI=<&Wvr^GK_AAR&H?rXr`EB> z)-iup=&xa3Y^;q6EzXwb4+7CBz+hgqj7R6+tPD6Xg{7KEorSX!d;0Ps^KbN{16Jwf z(lp)QB05#^*iK9h1Dqc1c<~(zI-hATy!WNw{26P0KAb-bo`Ty$o-|P^ZLL=f51qs+ z-6oM4>L8ES_Iknk@arpN4PN9m#1OGtNG7k?VjfC)D3rIKK}i)ve6p%cIV+p8oXxys zOhv)?P4Rv%rGg@grPqK*ENX1CSR!VLm9r77B=Zs>i6jK;?hWf&aK3zNR8Km1Eww8M z&JxV@3W5PMc7Hs$EiYFe5oQs#GB}P~jWwoEiC{OsJXUs(paAM5)0b^fQVeedso|bV z?*&3768TBwF!*Mx6@A0_){v{ymd_N{Rshp5#IuQP#Po;Jzlml!BRb`W^^9ivcj$#R3FwY|k=}2L^z+m8GXBbLoaO1tNWXLZP zY&|vXv&SHX(?_?;i^YK8un{~(CQa`Yw;?0QpyHeOaxE>oT(6?0h(oWOz5y@^j6K=6 zN z0ndEq>8D4F=a5hy4K#GbY2upuXm&7guU@6GT=p{IHZucp9N03J#NRh*`H-tpQQ0g^ zV~`ZUBnYDVgI}+;#P_8lDh=+$WZk7tpI^H0WC>RO8UZAM3xT8Zq*13FN`A?bx#E(P z70#lU2Nx*P1L7g$Xz|pG<2#}$d_NqF7*5o@SF^~Z-1PQ_id7>GFpF?iU(*YM!YF^w|GkzL{KFZ32QoUA1rQ#nIa;j@+oxk`XAN$GaZ4&Y-#eBFngU z_&cD^EJ)mrlUeI?1%211=~F1!R26dyZXbfbU^JtqY5s7n^AZ)ka}8fP179|w{#LV>{KhltcA29r!R8-1H8JV zXfbte5%_iM;I;8B5J!CIeHI@vKz<1z)p_C_q)LlL)IlS3V?L$T$TekPx0!a!CePMQ zzXrS&6Qooc>lp7DCaJwB$~6n2*zOWnn7z(~>`3D4 z)2atM#r#2M3J`~_ptv$rc|;rtcjk^1WM|_44?g&lbH{$-!JquZFaAqrmEK>@eG2>; zQs66h?*1B;`5W_Jdyuf-&g$c%^9QDEZg}1DHM)6$c^l=$b|0NV^pOIDygWBPJpHLc zxfdfqqq$pCQ_Sm<4N*UuDkTk~$91bC_nIM1R$1Z+qsypLa!_VFWu%}D@nI~@)O^g^ z3lv=?eI>evY^&93AJTOUA*{XCf+_^k9 zm`UAwbj;b6&jf3<3Jrn^P+1LD%cSjt^J~|$^#~~m>PYL>zumNd3?@vZ;dLkgh9ipy zvq?kL8=TAPETp+CFF+FL?D8tk|Bss_4thDSl+3O&6T4nL9rn|#kikNxs z##hhW{k5MxHuu^2Z(e?JJwJd9X9 z_;Jy1Itw~>6_@blRszc0!!;CpGl!PGNpc%oVlw57r&d%w>Xwv~2g#ja)M?>=nqhml zPu)pQw%a>g%|5F)p(3tS++l96*6|*U_+gRowf57|Y{C1jv%mIjo8ICr1a`e#dP??W` z93<%)*#g6~e9pF5<~g*nW4q087jCien0F+5amb@-u_L(-PBANfkdq9fi(;ZYl13vN zObZjb?BRI$AEg?Dq>Ejs+~759@Ho`!z*EXzUfzdoezr?b&&wfbi2un6T{o(R&y|2K zyLYROqyQcbxE3+2H+Hy!PtncwFNuR)ma)`L zpD+i!vx5^7yVf~~?BXD`8Wm>KPmAZv!c3$H5+<%qPFQh3VL@b?BS450HY})11yXz# z-v29ifBh-z5r5@#i$nGHGU^=v1UZkJ@|k{r&Qk7$@14Y9h~|r*$j|p}G7fagU5yex zvXcL@gF{jm7(Sk~XW3G9m!WB65yH45b|JAy6dpZIl%-pbA> z;0`vW{h{%UR_%F~8!9P!+lqjoWFPShvLj*H`tvXr9i!GrmqGZy4s<4}nfiK}tbVVF`H=xs8`i87!9gsjf6xMT_Ds+K)nKl$2^3SYdkTLFA zK3?`sTc{2nXG;ry=#xwK&-5UeIp9cB)=w^OAkDAgchb|$>zQVXmM~J9eBKgQ zyNSTq=A|=sc&62Su$agQ-~l=osZL=i;;~BMIO7K5u|b2vl`7R)AZ<;=7lEK&;a?PO zB)f=|t6Gb9%v-02AXOIBpV4>G(&bkpT|=zf`E?XZ5}mmAK&1TWa9DDwxrXU8&8S?ahk~} z(F%JV;f>AAyL-;zwCR>8H;#~HCK?w#bn5d;?F2Wp9JLN%qd`7XL{Z5ZCXclqNm@E- zm5I+}SxMFy1?M|9l1zYeX7Vu3aDuFZn?=|cGZ5PWyT?Zs-o5$O9}$`T{QL*scc~2i zYe8DMRoET{x1W3N^keOotHS)9ZV(<_-kQD2Whb?tCkc^M?hYH;lD29bvdx(@sXf)Y zj%_obZV;~hY-N1&cm7&h3{OavrF1z*qFs@LIg$W5I~n?dqcDw%Y_nD9%?*re>=cNh zS5ln`Amr@JVYrR6>6b-|a@eLlUOA`cI+GZL;34kk#h%5qOi-T- z$ow$=`BxLn99)VDKQ{-Pmj&b`l`c(J_c z=fxvVNR7+5egvc_Mb~j#stn=^JSj!e(3RCB{L9G$IHiU{)6+f!BzK&&fVQ!+{)Cy& z2vjq{dsC;2=sui@Xp6`}Sw7QA58tWX8OM%UdXJ`=5Bqj}jYDY;DcITqh{YYw6=E`# zg>`5nyDI<B8%&3Fsn2HK#wXO^&ium?2Zv*Hx4Yt~6(3h%DK1CODePD>lkZ>?Hm9 zvnHfYLbfbU#fFqQbCz;_F%0aIrpBl*u7-V#mC}I2Hmn&ku3@TkZjR1 z{EA<}!dPFGgqstC?r(D*_@cG+1@@)=C`zOKpjA>yQ&%cka{*o5Q^P-zHf&)MB%N+f z^H4CRA<>%=d;TJqK{c5wjOp)JCdrc$5@Rq_GMi*4GQJA?%&lMKLO8bDsX-BP z@{VTF!n+T@_4l4QHustNuf4p?g3pr`;{MS+mit}Cryr}!r`kV}W(d^n>_LUA=E@}VVSY8f=9kALa#Ar)k#1=>*3QcjYr)yO zdyn6IX$AR0`Z=ek|C#g*&;^r6f+B=5>J8iops7$V3J=*Xgbm~cLnc^^5+*U>3L)d^ zeCJI9fN5}{=`;HlRw+`bg&T9Cu2DEvijPUkn1bO@r%_wi_@fygC1+r&b`c?z!Q{hw z2Nr}+?vNJ&S&e_K%qYUd z)meaL>t{jKOINn3U)jhVrHd(N(MB+^1xHnHow{+LD9dQEU2_18o&;kQAgCS03SfS; zr)jEVrY=a6FZQt6v*wAlj1XqXXjvEW|407n+(UE!VD6L0=l;PX-+uV?chU9x9vtfZ zD{p;}Xi@f%f~L=wv(I^N&FdC7H*S%9ikRC$KgK1e%dfJ4 zqCF~MBL%dOwhtV=CIM3-;Vz+(aWrh3!LOV$s!q3IcME$eBBj%ApH2!EF!3TQ)&el| zcaPaMvk3^1T^jn)1}`QU-hg7L!AWvWY6_=Nzeb2sP{Y-(h09uwoAHqFn$JpXxu$KE zF%LB~!iH;}qxdIPRn#b9Gj9iO(QkJK5V%@eDOrYk3r4zWk|LT4)}TD@JFpg@d>lxm z4z^dPb({k>8aoQcNiYXIfpHWM{ChC-uysN5F>$;`BO8ruz|;_vmI#$*JU}SlX$Ghd z8#EifloKfm+qVesDhUZ_4ER`rCNT}_8-*6tNHB-AI1JDpnxifyeZE5fUQ^s;WO2td z=@s5sj>smZV(N%+%FsutX|pt|xB>4j8d{+_MOAB7q&i|-#1O|0!4F9qniEKR!m#YT zo`wb=6%zUaleeW;4`*Uyo^7q>t>gzw>e26o6-k>LskAC4g7jh%0f1$_1k0xLo z{rR*Eh7x8ugBc+ts;Bo2W*P5Aw5f3`#uum4i>0&M(NsA&D}p9Ot}NQQ1c$*!NyHv+ zWq~O>WdIoAs{YNf8ORDpAj@#AN zK+88~;)%)UEVM+6_R>~XLe6EcZ$Hr-)vzLR7&CWkb>RdTUYDOpwy$q!BSRC@C$lkH z4epbFWgoz@~3N6A_CtM8Pr zIsAew2?BSPdv?@Vj!!ZouxEdqGY|Eq;#0paCopge;+EM^`Z-mTP>%Ex_)vMxdugs{2SU!+ z_x%TR554=dZ~Zbia{b8s2amo=zCXcMTBNauDkm4^^bVXlrI8_*n*G~5!98qvP($?^imzO0Y<#WX=-Zg-z~h&t*!U~TdZyKm*J6K$XsRBCrQ$Wk*asAK>Un(f>? z3vzt2t$#*1Wa5;OM`O{erEVcbM~~Ic@Kx|*@GHZwTQ*0ttoX*p${{5?h&wi8Z4&}~ z?x|B49S}g-!3Cx2mZ^Zz1*1E6rX9u8dS03Wfm#^hheK{pli5BzS;;;P%PUD&xo}ky zVjF*o&=f_Nh*-Z#rk8V>X{+JQv^lJ!V zE^eJ#_G&b2ti>&gQJc_|5t?XVKUG$tGv;)BX+ZB)a;ICSiwl@>vg<~I86%=BPk$98 zS>ae^7D4tyeQs~#dnC+Ik4S+z7WYMj!rtLQ;jNc3aSyq%FYZ|Kr#ZE39S>I%{60uJ zEK;;ZTmt*c7xU<-Rc_(qw_?tj6>~EcmRQ_jTTGP3HhJC2LReb3-X5=dp&scZ(;Kqd zJJN*Lvg1JbXO&Jix?zc3{S$>^s`Lb zW?p96XwS`bpAd_^>r7_Ub`{2h$5yfJ7U|lBSjpH|P$A5ge{5NS4DxHH4l^;i$(CHO zRqcy5u&JN>M5(ozoUya3nmv}P5i8wgk)&p}tR%VyP(S;RvluF;N^cRSmwx`TLX)wGNY*QVN!EZvLC5)O1 zVWO582C9JPy!p?`dw%rTe@*@WH|HMw_$Pkvfp0$YKmN15_PrnaZ{9T6`^!(#2+Yod z3*GizENx7@)vzGdHfU=&A1zLdBMo!I4dKRYzCPyU|i8_;xKEEWy^n zB%CeP)Uv(;E+@4q-UCM$Unvdu!exepE5UGmOsbYc&m^(Ia+o?qXV8sk=OEk`JGAy6sH&M3!pbNn0pN<`#p^i)sHR*uGkDwz#WW$g`=#Ih z^s%`o=D+f}GaKAnfG|AReSGxH>Bs&cDYY-*8cQPPHjQ9FQdrIKYtq}Q+bgHdc007; zM%6>=5>`U6yBmZ-;JZ42+CW=}L@*Mox=O*;27RTDggyorMAVnHL3Zampw*SPqY%Ol zV|T$#W+Ny5u0)W@*Ke4oruW=lKl@91w3V-ONemc}BH2&NgbH@lBYmxrqXam+@Id46TY7Cx zHZkRfi(E!21|OAlR1hELZ(=}BaFa<` z1=ZmXb1a!=F}`tS1zdP=M#MERN}h!+Nj88Q&PPX!36#S(BcAexc8DW~T3SMXz`jya zR5-a?-?%xX{2SF2jKfh_^wN7MkHONxfPVPOww%e6jZT`mF+-FE>(Y1ZlIGe~SSBh> zYJwG}$d5Qup3Kn|``0XT#%T1!%Sp)y3B@2oyUaTNE#kZrl7pF={$dk_d}7gsR}(N1 ztMiL0y)f4Ok;biuM#wlD#~ef_9G~ zQJ(IVwRO9RF}H1;SY6oi*K&lLS4oaRL}BzD2FSF@8g6%$4y9`%7HsTxe&C@aY`3)~ zO46ISb84}8aLvIzx9tlc|7qt|A2s1e#A zZC58IHsE+Hdl?laSGI)UpHmyxsAXm5BI?9Ra5$702Ac@%A%J7)V*TLdn0jF@kpQd$ zk?bPU9}K9q@iiG@fQ3W>^AHF`#T0FhK~J<>zzwyrbUN3VKthPxl!3BOt9T}07#Z^@ z`;XYiuvx|@(XtHMjc1z;Vu{T?h~#V#VFY241q!LDkCu z4-z<92ZiCLxH95x36Ttx(tm^B#xzLNYPufm3>J7i_vQL3?OY7z)zOJF91ZKu_wBpc z%*cul@G$=I1{qo;ltcwpOlle)Zu^%*+w(`_(Nj@GPX&hSbPZt6TKejn?l*>2C~w=g zTE2#L?Anq9%oR6V-~Ht1CF6t4`yz1`BRwHM-&4-bvN-*^Nvk%f!Y zxx{9J>Ll%gQF?kjk8lFk-tfpL1VtvE7*K{vDP9l(@MhC+Aw6skuxKvpkQ-S{QQLsv zsGd1o^VI@(je8p3fPk*r4KQ)GU^gzR;huGS)57SSh40v>GDIWt6FTAvC14V^bHNGk zIDr%=`gnVTuizwvW_`Z@C9TE;&=Fe55ki_OUP zWN<%DWnvvM`vu>=MXF(Zy{e;PQweR&L?nram{Az0*yo|P0zhzZdNE-u;tv_40*l zVrGB=08vjrGwq&#;o#87<;6-@i<1vqpCx_E(3(wAa`J3hW(L+}FbA(Moo1qdED%S` z9Z`6jRZb$R=j;770!wcnw?u)@4!*RuN$Qm?wEam!H<&HTjms!tvN!v&j$EjhM7QL}iK9Lt~z7 z5y5uA>UI+pe_{ued+HnbjC0yLhb6&4}kNjQaMiUv#_F0ruJ7{Q}< z2Mt!vLQ+C;wJ9a2+(SAv@-Ug;@vw)rbtb|3BEOX6(v&;|@H8%I_mYHkcpZTVP-9OD ztX!3PCUxAtg$$MCdC2i%D7U=sLp<`j7jZ^(nr5Xkq9Fp}k!g9~Sd3Kuu3#u9gKCb{ zCPr+P{^dKWSSyyPfb^K9Ca_CvUk|gPw@?+}S&D7lPZIdkC(w$ArPx9)iXteJ z69$Db)w7En9*+`pTp~b860mG=#4W&!A7Y5DH6`O91E$q%{qj6RgSf_CzKFd)6Fu1D zZ%zooQuqtoGMdD6I_6vlDMaoFAYMi&hMe8dfu%P$`vo4N;R6K)3 zVD^Cat+x$;4j>SF3jieb(dbA{ta62)kD#OK-gZL&iA)bvKs)if;XIbEcU3ms48OE{ zTd^(n`3w=`oGXs_5*>75p-4VSQnK8a!YJUuOvSg~R8$dosm`Lty2XxP9Mh`;NO+lF z=oM7(RKYN{QN{%6?EXuRPfy+F`)=hiIAo~tI!~Z}W+DT;9R=YTGrF6}d~`DtY2qjR z7&c_HHb~g+wyFu>IdMadQI^(bpI}lwmvD+{R(5jO!-!=+aIDsLHi>oNMJ)w(uSL&> zNSGdnwKfegN~(8k;l`w%twv>B<{Ss-+0Ufu!;R?v(z|4jUPJ+PNTDrb2O76a+=i@- z2C2RK+&gm?*nEBQGR{1*UegIFfs;Ya5PGG@ApP16fBG|1bq>R>+&V=`xRmptQwL@E zprjf{4C&$Fc8yS3-jY_FVGLW;WMx^`CxaQ;04!@pwzf{8DOOuz#L6wZYgO5nLp8U| z)i-&Bm^Ec4aG6+~W(jPSa=SeGOK!CcV~!0M`l>$F0z@n?7V^o`~;2A7Mo3N z`xzL;X8foZHeRy_<03jAMmFu*n;Vib*u>Pz1dc~2bim^>p7ACIO{O^{-N^XUj?);J z<%qMesjX__hb~%V8$4A=2@f*&6p~~ zNyQ$*f_JNIsR#>5AwQK6h1=YKre17%rczo}8Eq{y=?|e}-)ds2j3byBW>Tb1X^K+o zRU~=I^uRMS0@YALf2RDNBR#isq&yjIB%}e!0hz0 zg3=Reu86}hknCA?JLXeO#QRY%F;$?jexQAdSJ>&5X_HUvWhgUIv{WM-3w&Ap>0 z+azrSLvFjQg|vbEDXtPT7eVtw(U1lh+G>O7uk@C6FdNx&uKubv=+28 z9w|VV?t&NDsUtk)gzK}iboSG5@>Y;#WoD&o+KL&ihnQZQ05@`hh=D@YmkjS9nt7qI}*vh z0Khr%DE|J#bANa4WB=yEH$M6H+~589FZ@{m0RMu~IWKZ;Vz+I{|t1D}p2bK~L zKuwhVc3Mp>ynF7g|9kz|+~?-Mer1V96CNXAb81vw(s=>|rynB`jBK#_^c)yE-uJDs z2|h4sb7p!`>~LG3>KiwmPSO}22WTWCD~dOdwYXz`mA-9yhSHqV%s|s| zg4snyJDq;VrjzvFC(Z#t^mfIg>)8HlT&4K3dWj}Tf*nX0@{A`d2f-Y3CT;&?*s^tv ziaF+B`()rbaNzZbW>#6*eXH0Vs_ws(lgd_7-9Yr1Bn}ezxNBiTvI{~4RfQJy55#A}Myn!`?R(I*}jlR5;l;A^hbac4}WD57l2BryD6^_9} zYv3_31WHo=5c5?38FbM{O>KG=xLCp!eqzGfZ{jLst`e0YR`qP6{ZOpGyxkpK$$X5H zxihNYE1@Bhb39rrP>4v<6F5U!2v83@A0EdT`+>LqpT|WEKK%KYsBPw(mw~gYjr-}x zN-}m=xnRy2j2qtt8o4qeBaMZYC!2?uZzQh(94wRWL`18=x|oXk7iP-E!iTyP*76%Q zTr4lYZs2#5M&zLxFyUY3L6 znG>($AaLP0Hjrq3INp8OeaJ(bjogoH%X=8^(aAG)YLorKpy)aAlmxXd9 zmfsKWmJGuH&7rPab9ui9H!-{!Crs}*90E&9)Ii>H%uAC^+acsopx7>h@T$VF5KRrd z?CskdOlU~sM0f)?!u2_mv$e!XnTmSU4*M1d@5WJi9@3_o<^_%k+SysM^9BM5Iu`#5 z57>gLM0|O743XQ^TPRqa=CEeX_m>GZZ&fs3gp6;kUXM4G^Mw{7F7)o)-7l{kn|pfx zYgf*Y!VNHkF>*LMH(B2&->Vs(Kn}uKaLgLBMXVqDr&2l zE6x(_3L+BQ8GQ-Uh7?RR1SJFBZ!tPYRWdlUYawaYXVnbudtFQleMsvhS=pTYYpde{ zl2%YEL`k~i^nl?d#VQLT(4KTmlpZCAD&EGuFLJHz4v~T31B7!IA0p34UP<^yxFy^p z3SbEek2yu8G7+M5BWq|2Y%~Nn71phR&Y}}ROqA^nJ1>rC)61p~t4vp>byyUUvb`@U*~=nEMsO#=NmtS#d&0>M%C0HSJ;Bn#DF8ed#!% z=P0Kr_8-J*N!88VSiaQiYPUiu~}-XuKE#EV7O- z*?D;hY6#uEsUD>^Jg@X3IacFDS3$_8z0i8Ew&8sF9#PU%_?5F<^R2z&+gaYyoAsvN z!4D0XHw1?l-hJclmoJ;|`oZ%{huiE7p|-uzU;1L_|BFT~El6QSI6jeZy=;s{=S*cr zYz|x2XnXemW$$fcG(EFAzw+4bG9G&g+GWvdVf?s(c)WBKV-Ew2Cuq9*y{6sWo~|CZ zJcO`McU4!{)LT<8ZkGWqZO^!8hOy@bh#)N5Aq&Hclue{a5sBC!g@{kdhbY?Y66FgR z0?B5TPwYmKqU87cpX<7xr`j`7*bo>W$ z$Cu{+2IDST#n40Q-#Ij^aDj|eV({JGKMQ{4I!Ha0;F&XGmi-8=rC7C+(QR?(jI zRo-4q|J&Ph`N`hGhS>Q`L4Xi_N+pt?{hm)^NEAY)am4-36$tSAohyhdVvy*4#FV|? zxgu>@?su+eoh$Cn-1#pT8QcwSe&rI*(hHdk@cvWJzQphnO!OA?TDZP~uW-t+>64@9 zX}o5U@e9d;Yhs;4Ae|{rJO0FUZE*Ey)843pM;wiG6veY7VzFFZIyG7*u~7}&Efcwz zUKh5v)=BD|BEjxE1DQyKDYz8kh}fR`LR*fvWugL>m-d>S1vLQ;>#i})6a$sMhPM;m zE9ZOP!Bza4cJBne{9J;MLLDM!O{TCa-6|;1`eqTQ$a~pv3FqJl%z(GSA*?5G14&Zp zv7^)$uYogmiy2U0SO)imhq7aAN}i9|X!3{e;EG~p@>$=L_A*J4uHbj55R%u`Rl!s* zdf|H(VW9sfR(9-_LzE9X36C|xkPOmon{^KH)M1h2yj|89ykKIdzGF#(dPMjb(#OMC zO-q1+p;dgC2bZs%&%_lwVgFHF1v>pT{5!vaM*swYtI6SsPQn~cMiit%@CYto$O;r@ zNMGWR59Vhkb9p^qJV8V7>^;%AqL zYeN8M*Gk`?_=~iB?*7=F-~PannYr1|FTO;frQ3CRr^dIpj*q@EV_L7|5Qa7Y)KTJY zLIS)bva`+qCdJXSj2;P5ATD_wRN}dT=qBTm2oWA$Fb07U*{aCuSn5#t5|?)#$fJP~ zS5ycuZ=*vvxG&TX;;%zzKF|U|JI<&kNN1^zpO2F*1Sh33^nc4$XJcHyDyO>v=hmBs zc#*$ZHKdzZF3AsLAz2v53fG}axpOWF-bR?2J!n}NKcyHkH;23ndk5F!#6J?<9G=X`G3}mlFnqCdEpP+&n*r zBPNN-mJxSm*^%vXW~Kt!JKo0(LH6nET%DP((czz{2Jx&VRtodi5pd#2=7xb4En6=S z(SdYB`l(P1^s%mh6;*kKWNC**1CxPg%0X6$XKSFCj^)s~tKgy;M_m;0kA|;oS>WA6 z#8$?_?b~@DX>A{4A`;0Ik!vtCXE<~KDG&zF^>uZPBZ4Cof2`rc)xfIA+m6v`LA-|bS?p5K`&`oHOe=yxtGz?GG1fCv43>9nWM(72n z^{`9TFc%4umeS{U%PK}*jX*QeC~c=H)V8dQH1gIQe@=(5SaZH1ok~q`)y)4tc;uOx zBhNf`;*tMi=Cco-_=^-r_uqY=0{1C!p91$O@O4XpPd)b97r|$rp8d>6?@d`gr<=$; zjawiYk3Zq`zq9{nfg}l0@Hyc68p?P+s!#?;tH~$biJI{jdj_w~a)pJ~i3`)*lsIv- zp6N%IRXM32ucRJ2GuVv7#bMi4$FzaugzT{rRF;@)&8?#j!74A5b7k(ndOnV<3C>zT zqVH(Agp!@AxWHhe*t)`XR05c9X%jmsjjCylmMOJa%TxP9m($Q(lNKe7U3Zl6RSr4Y z-my}(dp)e&W?;<)?p4L-?PI_i0DjCULxtJ(nvCO zNd9D2uzyMaH!P)>NS~)uu^wS>jn)pN%ymCqAfUn2!qJJ}H0%L8#IUCy{TdX;vJ`SG zar6{8E2E!`$V~WZ$nZ^k_DOzm{*51f?MqbTeEaO1A2n>@gqhLeV(;O-aL;fT7a^D$ zK4tO&1Nbn|d^=w}m<%8vM#<=S)NC)#Mvtxl0I_8?MR5bOd(S*3A-0tcAJ`8pGg!Zs z&=wv9Bq!aTmMO2NcRq$#%v@aj!?SHL`AOPm(o6XPIKAX%tFQ-~xUggFBk5iI1dfvy zNcNEezka}=RZ!rmzs`a!c$TM_XURV}R7r4_SMPz`rokP*xk$#5B-;8Ef<;r9J$SAB zyxDUvF0Kqy{MNQGu{&(0p`v^j2~4PO5=^vsNG}1K?M#k5(F~tQO*amex3SJNwy%F! z^7b3=-o~H0E}Vi511<3X_wN>DCr3NvkKI6m9qk;ah6Hg~47}k&4n5iIPj+o(8BEA2 zto3~)6I@p}hp0h(G?$HwSI$rzA(O}ofi45c0*avWeOXf)8gUt0r({tYOp5{0v%2-% zKwBPJQGUqq`#$WSr&bypSqk(CrxWqy#7FRsm-2 z|6VTlFz^n96@WkA0TacClF6RK36|``#-MN`K-dhlP=X{?bH^I=b79#QGU|&qz5`?y zX!HEt55D%rmmOjF*84d&(#q99j-G7$41qggo5yJTmdY_CizzQ1hHr^ObE(`W9w8T><}(R zg7KY(4vRQs<1A0$Z|zVw>K5%6;_Ak!@?LFOyuh2eun1ao2vRxqHLj6+M3EJ*HzDm; zhBzU2_S(MlmT3CJg|=D)-@8;0MZ*Rw@;yX@;g3Dg0*mP>M{BU0Npp*h>bbp%=C}cW z)Cz<`MIeAoaMeaUm;lLczyT3b5GkKcp_h&k-r(+}E00Hx8e|bIYH4UB{Q?N&WYMdD zl;t8)@q!w77+4^9erdx_0;IB5SM9vFNbABxx4fI1`#b!v;X$U`8A(YMnAshEkOgz4AeZbhx;jso$OXBocG=hiTWt=Snh3uvg zQtFopw4zssyHHKOKS4DS5xlYj5H=)5*ta?#jq0_&W~kNa0=aDy3{_Sx#89EQM?KUv zFQ!U71_2mG8gvp5*Nj#iu#a8&bW%sgSXJV~eRJ$hp7V8FCn8oEkJ1Nc@z+@1F-0W5 z*9D9&6jrM7>n1p3;~)#}O%Sv~nE+0aMhgSR*O#V_w<>zH!zH1W!s)%izq#wNF6!Xj zB7sFht-{R_$&A8DV0sfgDsBr_u3^3GZlW@$8acIt!#K{dQJThL3qghs=qb z_-;+In<|!R^SOM#%*}jn)q0ao%PWMaLA6P7SE=?og)>BZU98&cR>h-d1(4APSFCe0 zE_qV?o{1qj{q`xchsv^UD6B;#zd5&S6?@(5)l8iwqSNR(J{r6pWCRAssseiS?wiCw zA+&{ult^C$hrJ4;%m>G+s?~>Rbnsmiq+!wIjr}-4Y+vKn+c;~xv?bO&ngC9;vrfgQ zv1E8h%u_{^>mai=MY2w*oGF*4+ucTkc~T_;d}ZsP*(f-@Uzww2BDq#m*0YCp=z}>9 zq!L_EIT=2|_JW$m62SyhPj~M{|Do)YHkf94|C-jy(F<{AN0+f(jz-)dtaj7)tdu6> z7IYA!P$!%_P43CvpL&+UxQR+LPFl9rw<0~sy05Gj4fJMcmK=7+LFtJj#5O#L2(v0v z^rn_(9Xv2ahrcTkB`);o!<*PEUb#qGd_Dbfq6bWZ!%quW<3v!vA@8@dn*z(HN+%C1 zGb)J$Ez9}QODkND$Rb3i14$KG&El}*5oTxW!^T!=uLdI0wdt!&6Q;2oM@1>GrmG*I zN{K8IEigq9wajP|?zUt;OhTW4`JX7Tgr`MoU*ZFIWao9Ulqn zrJ6^>iCh6ay2XTpRs5$0>0Y6uSgb%FRUJ}>On=LyaT%(tRKYOSV4hT4yn67Y*rmO^ zpfxaszWw4-oj=#1@_v@mAI=CKF-t9VFW@v-vq{Md{xjBewgB~0pY_|nR^2t=R+6W5 zGOI$cVu%RW_I)ls#y|UjovzwN|12*XePjhI6$v0wuDRD+^wLUXr~0mDnUg12>!@%LMRF@LCJcvNL>q-^Ae&&Z zATME6a-{^7ZiVyvDVjjRTqeD6!BDCpkv=0!TErPaodX9zy zd+_7~>5!b^FT}e=@M$vBnX$GxS|A6Dn^IYCoKFahd~iwxa?1Dj2Vhii+;kfO%7ESNQT6 zLk+I7)eUb04`c9z#k90BLSW0d$})BO6CZJT(}pz)I+Nom%jYX_EPxjIOs{mKJ|Hbq zI6o+M&M-RIZ*1(p0;)+BcR7HBOWgPD#6sh`ojPYqQOl3Z=HdWh7o<{|ji-o`SJe$S z8U7YK1j)KcZtNiX2+mw6Ie2c2DZ#Dx{4dZ@=lbXjKN_1+V>V;(knY^343-!Mi{{VW zHfAMUN@TXR8qW3{LYGQ5yi^+Kq3M`OLQ?`|n|=yksz#}}6}@tn`yET#J!VpcPLuXE zQU(t?<}o+O@B_XUhi6?hs%%Wq|J=|uIPnz8dWa{S=n|6&uCQ`~vvC`xSeZLuFCTyI zf{(4BoOR!DJ-iK+8>l|`HinkQ)8Y9;gM#y-%S4m`kH+>SQ{whMX}jVtcqm78t>#1J z+!!3_<=`&ce;E-rOlR_@bKiBteR)+2u}nuE$opM)?AwJ&TSPiXU^wZ|AJEGb<^*<^ zZjsTT%IZTq!#Q*FhuetB7upUI`-DVW_eSl2Bir7ce|+|zrT+hsA9`r?*Ji%qE3^Xm ztMlI*AO7DyXm#D^&Yy(~#+zfx{kJd`kmFm&j~2Y?Y7kuhozX!0t)!?DeH2bt%=8j1 z|6bjv^qrayh4Ek;!?tDsjBTy#JV)>#4>>k!PeWUapu;<+GT-FRGFNM5V>MRgVF!W9 zM;vsNFSi~=X`s6m_Vu;ZrE_+khYSd+LBK_NG|M;|S`?&nm}Q$x#SIpzA%Ut=rj?=b z@h5R{s%WyUK4PT3(%4+P?17r(#o9zjHtw^_U@%X4LLi)0c0No*5aXtG1QlS@D7Wba zaABl|(&DNxfPz?-=>cF>9|i?~E}Ya$wixD?@Qu2u@xCB3;@e~v`2~I>!PKKMa$~^y zqe0KPj8HS#0+?(tLR|0g7Ou_&NK|_;@Ji*pNxbZh=kDF)5Q*f`u&zlK)(DQqE?$N6 zZ0;Y}N_)MyH$!p;0r|_Y51!JhY=iuaXlW^)F`kpJ+id8`8z_gHp;7CZ+kciBSvA2( zguU`~pe~Za)(IXs0&#~gM1Z*eZjek0sXVz@iM$hPLdOUieu~a!&)u8Y-`JhM`#t~i zM~}>$oPF!tIatbonY145(KYr}+f((9TnfI?#}HPj>2k_;Vcx`llrF=Jzh_Y^6LF%%%rp6|Jz z^mJc~?{inI^k%3PrGktZI=8(~zajG=D8^XGRG*soNqcel7S7`>2o=Vn5f71txDKvV zsY4SV6C12F0?kxmi7Q`cTjmz_7d6i7;u$Ca<&!+K`mr}V(d=9*ICM{yn9wr6gPgHyM z&{|z(;ePq_21$pgwCU#Z*!0|;oS|1cViIw4XgJNMU;J0AlxjRM`-P`e&9P)8=>^Nf zDzI`Um8>VL_t10Jnw`OYfXfCoas0{u#`(sVD{$a0F?fyBA$RQs`^gwA-$x?#Y zfLdEkL;{VFnirGbhJU%zbiqhk%>7Z+%VRJqDhCRG1LsfsF15ITalynGHhXj9TiXDF z4rt(VeZ(4jZ{*Wv=8>*n*N`9upS3STGk}g_xv|U_7*w#|f`+uPtF}fiF&P;-U7TAakP-Y%jcO~j zB|^8>RM45bdJ}WSH7AK(;$q;i8~f%LpF}6DZQb%I#p>+Hp~>>~pyRJ^rxg{yH2`ii z3G7jprBHD_~g}u6HOl_z^xwfv+TQ{)UedFn&x@Pqw4%YY^b+Q z@I7kEybD9lj8e(EUFxW>mAOg4g1^|jk=wM}(xq-Ajr9@*T_VWW*W6?%?^xXz888%e zv$7tB|LT;UQ2EwP!7IxMl-AC=7<8apCQreCAh7g`=|NE*<23iw$;GH+EkV-wl*S$n zZVfo93-CHNeZvHgQt8a=WPKX7G0Ii7f5>kY9PmIMK_j032U-w_GPEvP@ZCc;9c;c z0i<5O6JCbkd0@4PQ3ew&Q^|zlTv6?Jf5`ve?Ok{R`^SJyyX*CMEwbK`3|j5poYOwj zV)dfv%A-~ktZpyn7cXeVW_dK%$IHPsAQcWi>30n77<7g=Feg~9R{cQ0fi51N{l5`R z;T2epM}?03VrOL-;w@XtG$4@D3)CQfi(*Z{fJ7kdk%e09vA%*>z=|A!ZbINtV zN0T2wht)*Jz`*{hHoYee^?djb^vB@TGKzQloUQ~rm$EuF-F-;0|Y$YGCYs&z>aP=?HRD-p)JXr3k z#1v_`-bOb-_~8tTV#OJ0qcw+ox)JSl=t&V6+gKqAp}K@T1|eb$Hfx1f_>D`LJX}kX zSvE*Gw*kE^^WvPMcd#^&X?Fg@)qs~WJW)1NuOw-8Y;+W`Wr83CKzuyXj1T7hqK4s> zzy=YpI9l7dRPrC*{{f9k^5;m7TQ@OE{lf%MiCXTB1M^(D#*Nv5eabMsfTE`fjqK-D zk4N5=l<5&WSeMFPT0!`!Xcye`3j^qJAfAYF=3X7fbJfD z^4sl?@Js3bgH@^3v$FLG^AwFmH)8E!Q0hdYM>z)eOf+3EoKii>+88szsFX=F4Qdrx z$AZQit?S>CdSJsi9<~mLQWc*o8vlMSU8xM3w92btC3@VXDDl5f8!|eKHUM!^{$rvy z9_a4g0X*CS1w42YN1O`{@svn8`Y2 z%#ls1RM+Mjd+}m8bQ!UCwFl{010kB^F?XV+8P?4kNOy3rFiK!sdhcm}heZ%mMyZJ6 ztO3xHC^0o6BrYQTuB;flWfd}+8$$vXwvd0Tjrj_zm`)xe5IGu^1YjaQ)wpbm_U>xP zC83*573TywD%Kq5(%B31ul-y9K8d-x*-tJ$&qR-d-~ZV+yd9Wbp*eZytT%IgLv)gs+T>Nsm8SX@bQq^0Y5k_qJy~_`&aIrKn7z>>L;tg_)iz zXMrZ=RT85^*{esx|4`zRjX3eRkr9crB?Y$ficBDpI(}SIK~HLC_!z=!0<%@BsriAoP03d!7wziwFTC#qh1e|`TT7j% zbtj7VHP@(uyiu_#3DlN(`G!>}VsUUWzMDekm+K@wp&aX)M-1LOBI*LWCPj3f0rGpy z!eapwkFzY3z21qX&S!UD?(WJ1VNii#K(19Z+JH7g?d9gGwY zgN3$YkQVWtG7H*8nLgoTa9b80FhbafSY)-rj%BHogTHcsIYFq3@q;JPI3YH*pau%R1RT{l?;snLy%T%9lv1GY>N8PbK@ zjPBCwe-oi+`h{iee*%=kW$Lg@^JW-h1Qy$}V_a%1rmts*T1DiuZL-NjG|Awg!iwxO z#v+UsZH3mOgNFJ<_g|GI*k#Wi&@U5QW0!$v&wuJ$e)0Q{%>2mgXFlX^zP9xFo(koi z3y=bTNXXFfCq9~}-63>E_*H9A7%_eSKEVk&;M#wW-uv;Dt*6mr)Aw+&lp`vj1{Vj@ zTZn9hq?$cpiVly6NE;b?uO62z@j~xtZ@!2W<7Tys>ytSFGKxdi%bRP<)KH9zfFi&+ zjwV1%?QB;X)$jxQ)Z~ht49S4-YJ0MjKtSpQP?Oo4`5Y=nwh-~vt_2pAvow10)316+ z;GwY8e&xYaYssZ}q4mMu-U^N!V}^^R-a$IJM?UBS8=g5}Qpv$7U?guG#Q&dt*RwN^ z{m!GmHT$6>KYwK5;s1jl@Beq70$+mych7$1=#iQ4oPBHcMCK0Bk)6WAJ}}`WAQG#X zE&$$MAk4A1y?Ilk7AY`z;+atK(S1hsV&a}nrx6+++bZdBVS!AKRSpE2wxIOS_tvYY zbG=aHsUB80y-1D@;lpieH93)OUQ+@L2y&|x?qSvL3Tq)hL%U4)@~hzC1};Zp0}|#u4-kZ z&BgMoOmUhcF337-6__hqJk{iov_KXVzQT7yx`@~c_!?FqiKOrbV5L_JeMsq2Z;JgJ zs|q@C<5#xm@3b*Qs}U`SlZ&+w@-(XbO++HphCb2I7Mz$UMSa@NCTemZXY651TfkQX zizgo7arwBG93#E}y-f|McsND}YN9(+{ZxruWny5swPbBsEW2Z|TNBOYX~PTSiX>vF zh-)M(a5u~4lLL~EZKqj}GhmFVb1u}bSU8E(;0ib4h!uUr_&gonEy-~|kfD4D1D|oz zZpmNUh`K6SIP(q3llW?wvpTRF%2)Qbqml-(&iuAYm)IjkUDoYp>{6cE?T=Q?-M$LZ zI659B4i57h&wvwQ!{R~>_!t6f!(Nr_IeIdeyeY{x%T)K)wa(x9)?cPA^x4@v+X;^o zL*>k9ONLVuZ$T^hrm6q6w4f`J2AAq_Q2A||P!m)u^cCfx$4 zfQJ&_#N#0nlODg^sVtU{N8jH2{Q0{xzf9|_A9&!+OZ4@c^CgBRJt?l;GE!pxkwqP| z*noLj&;I4Oy}mXh#I_$h*1Q%fA~qOOwe~XD3?rSbW>pcSP0laK=!q1;J@1j~e%%}t z2M)H&$?amxC1Va{T$3B$BFjtkd=sY~*T&K7Nzd|sVBOs9 zVZZ^73lX67Y=Zn&TuC7n&LGjmoD)rnuNqeI8tdTlzP&4FjFc zo+}SWQtV)iReoVj>?k6)qiK174!A4ZJ0OGwe+>w#8Yv}WSpVyqer$t-!W)&GHK@?V z)}%!n@~CC(JVgr&OFbx0l**A+wG>z<38^?dtyE|j+30&4p{74}iz)619K;Nuo@T!G z%TZ@>Z6AyvXA9mb0c-9our9)90$WU#M!Uo!CXP`CuiQ`PjxG7WDZ2SjKKRSuLHcrb z_KhE1usgbBx0Z+JNiKE^Y8UszuFGq z%Y}80FrRv%#Y6VmM^!R{RX5f(gWNmqQXEzsP)yt)M=RnEy8kTH|+-W%WhOFKtqo}B&M;t~-* ztM>MuJU)8wpD<(m=~IQ!k32QAmhwX51?Y-xxjPWs(Wo+Yb zxH7`v;Ds8Y!q;?Mr4RLgu|%o=*~j2)H^f(mHA)nq|9EK_q1|u)U5QTaw%2tkc-AZg zbTTg>Qf{~`=?C9w=vv`{$>lq^zTmJDXVsVF13-lg*m=t%qEcoy!B{Hw0Lbt`3x!R_ zWCRwg@C+Ap^w~u6=oK!;m_{umk^?6;Yz4as;z1(}k$yW1k|kjwbJ^OHTt-)+?Bf5c zhI|B_xt){3i6Q}X-DUMevvW2mFKZM+l#c*q>~a#J#Fx_s!?%KxL@m|K*gUjnyEyD+ z>VCK+27K5f3$u!1QbYjf)(JLygAfgeSn9ToOsspSLUR+Eq^#0^!W_JJZ}jTmH}GT5 z7W8QJz+glVWDBFP?E!AmCGh~6?2IX2U@FW%{_vTZ2WLJ%GyA2-R%Sl`$RB(Sr|-|} z*PnU+YwtcX^KG+VI!hH3sMnW=_}2-7L(ZK#$K4JyQ1%jg@cJoKCCNX{>JEmXL?t>( zas@G7ZIjHuD_|-qgc;q-^SGO1fTzGNJn$;C?{lp@6>KG&ZV1-FX37b12?PTMfR!`d zxsI=pl9zttlny+OHEhQ6zJ~a^5>tdjN6=J$vSCO06t_>WunKCj62$qzszo7RJd6#)q4MjqG;i_sD&d0pvw=2ZdGRqnKi@d=Q__ zb>Q!TwHf$>)cgpVfl*WtjxUjAvoog>Bc4X|4nJ`1tZ@?!j`0Fz64~=(_6qg&Z8_xw z@_Rn;@|r=`6?EKbFDu3m=Yxl;;p8&1(H2KcXMzE+v+3BP(e45DwJFYT>JLd1rGv$0 z02A;F%BV4p#3-J@hK`WLCgg9lK=4mW>T7fFa>XL$}+ z+V-^wQ3}?qm?R%l-K%1%)pl?iGTnnrdOhvEl9e+|(+&}-+Vwsp#2o6UwY}gbjB9o9R@jq$~D0{>fcT^iG zkZ$0Tx{3%-%0VNwWkGkylEr{RtoSyDv8(&QzoA)r{Y#!H`v*BsIvs9$MaG zj|!2cj-38)`VBn@EDps|{0c%D40Y8mt3$w)pX2PMDyODSpLW_wN`{sw8k9nxcuTjW~QEAZgKKd*ev9(b@n=&I-IT>(sT#P8k?kQwFGMUD4A|6?Kowmy^ z6@f#2OKT;h>WybSLusLJBV+k#A_+#Dh(@>F=qFSdK&=v*!xS&bM#TAR6cMONWbQ;|u6V{OPo+>_cv48r-l-}2fc zM`jjh-@Ja0NPAA;O*%mk3?5TQSQ73E*L2t(DFH$by-x>lQXsMhEhT7Iwc-d+JA4@4k$~MiZ%f+JennlG zVzG3o;vUm1-K6J@72D1Dhe%N&igjw~4pOxY{E;?lrcIDSeIU6S&geu)B8wNdf()%l zi;qn7nE$`*{Ph2O;HPHZz5B=?Jp3d4o z_3fjhOY4-Uf|Zl)wZs1MthAX4!DdIc*e)nGCeYk5Kfu(VamIz5k3ij8d zUPZ?2VcpqV&@mS)4D1eEDn>xX@J*IR7)#9>cHsZOLZmqjPT^^G>2`R1v?Y|4jEV+! zXshuSAkK})l)6=s-7}~hJMfw#rR)MGHxhqfV5{|nKvreNu;K=GPg%_2%M@iSZxg*B z`|AYg$}sWL2q7djXBjYRUmdfK-X#F3e& zXFs!kWn~>@i{r9xO7r*=|CRs!*H^L=e-rtC1v1j|MP#-M=O4SR7q1OHJhbh~_@2aH zpFdg|QSHxI_-%evVwbJ8tNZd;ovKjc0WLEvEF6cB{!YS-2x$SEGQC-#g#GziIqiI% z=mK?$Sl5dp@mq@wm+msMOz0tU2Vt?jLs>M|{5H7wMvDULDMYVYH(!F0%~9&|a}c@u z4f9n1cQ6jS)Joq1_>-I~Aiu_|juGfu27p1WyGGYm6=J&$pXUO z9eZPkc%d zD~KRy9(Y-9sKlhAb{qb&R*ioXSh>_uK&7O2ZwFx!*+Sn#`nGJDOuw!WV;z`KtYw*( zK?kZPH*axn7mJtW0d$B(dWj?OqJnVeo0@%T3E?#Bn9ZQ4lQ8ca$3AydCBcjXjo;hj^ zcuNitty}tv$0ju8&oq~?xY1Z#PKEkIM*$$97+DYj%F?SOz{RvaHFm$*3gr{2>nmu{ z$JUj(Ea_-A7?R*B#%+)a6NxHlQ6ZaM%DyZcHCB~`yxyA|!=V_bnfqeLeJ{p$Yu@aXi^h6+8Spz& zvu>M11_`IC@<6%j)hFQWHVxUY?IYXlnj{XmqS-l*^d?6V4Gaq=mUW&%lsBW+`_Eqy zb-7Vfr&Pf^|Kz(Aysl*p!)F3BlmtReKp4$~&0cSI+rlJrchk#0j zwnb(%;N@gH>;!;j1#SjJ6!NLlhri2Y*{3U6K?SEAh2IbljsAhI8yEzU#dLbGjLT3V zY_{U)kNR?(rK#P9;-$2GmjVVY)d31x%AiXx!Z6iTfVZ+8Esk(|{Qq}dnR(Zh#~=TO z%SXQauBRS)?Eh5=;O_Un{tJxb`L5ZwKHR~e1hnzKc8-s#qIY47Hd*Iv*2Ot)SqhFa zH1-FS$ zdtz%!BL1h@hqsezCpvN#3{JhrM+L;RBGqmXqHM9RSvJ=Ji`BU;qxYYJFV%Lyid^8AYb=N)UojqInyJXT$m<~~-{x(k=TCN~4uocx|5PmT>9eo@ z{PRa7|1L*hdCxHHs&7yO(VTKZ()lKapV#g> zH{K>*tZ`BOafhgUB@wioxbR9b5sR29QgOTt=-bFV3aRMEAQ#k@Cp&>&=ydSmR5)oe z83`p;PdqJU!Q@k70GFMGdU0?vXUOXk!Ef*56+``RURKE%nW`2?>~Avox;+~54jW_X z_7Wz3Xep5`1=;ozTVBP=TYCytca_UD76`@onO7Qkp90jEF^|L*g%KC}>%+)5zc+9DF9#4R(nEX?g84Uz0>{CloNJFn;|oum>BSV`Qp991YBqT6!4HFX)ckkAOuZQCnXOKNNmKG@d-1O zhA{C46M?nAUTl_%sK?8BCRlRkH*6%7+)ppXUJ#@ji6rl(?XGz6eSi&knW6%dw_jDRc! zBLX@)eR%2-G8qd5p(9a_AqCx0M>t8;GRlIW=}!hisbQ-b(lSYWu0=y?o^UzTypwg4 z#R1mk0upN3Wg;Urk3o|qEh6DX$)7E$2u13)`Ww%F+NW$^KLBHPJo zssSee0VZGC*#q7x9t}M+=^Tm1?K~?xCtjn$0DP2RF%` z4B$dn!I%&X?AJ>efJo1<$rv139x*w+SWN9OG+eN61Y*OVwzqMc5Yjss77JcwLUg>Y z&C^qC-T+eDzzMr}Ib?aZr5iE4yZ|Lf;~RA1_Gt1ztTy8Iyt5;WVkH{|vy#Uv&sF2z zZ&M3nQdl`Hs5QItuT^j&>EhHX2bwWI1aL|hy5z!?(rgdwMjYy=wqF1HA9uFxPku8? zBEz&|=R0=wJb?)xwR98tGIxA5pR8dwn%(yhPi9R3DX?j*omAjpX7Am^FO5bpnCMuI2N{=O0a7{I3GU*tSQ3a-%49b>>>=q03y~6i!2Q@D1B5!rLNvLBOmw~I z!qWN^rNt0Tm90T)*1C-+Od8N~GL^Z!OHH_Vw;>1dIB?B74GNK;U#W(I~$I0JtvX?eVNNV zoERqYW=x*KvSo2axN#wZxd6tk%h5+eP(3U3i$v3glW!4XO4XHyZ^<5Z_XTj z8!_M9tH}3rI_Z^|c^Uc4F^FkTu&iKhEN3T4KH-H!SduOe_T-+Kht~0rdiFOtT zvg*RN1tBdYC@v|zOX6(ru@_G{#G5jmp+@D;U_)W|Tvc|(4I_%k*BMj- zGp*C4hb}Yw`q`kdLigQH=~(>|IM2+9k%{6)ahHe`W(_%1=2#aRHNq8%0m2_Z z8O%AC0YD)T49Rnhp4f7hN0fcVxf1bBC>kWpt5if<%!iKAz$*I;8URc4?q@wd*&mgxu>KndhK9Y5jnp zWw^Q|4#d)7fEgOL_%g@Ea7PmS)P-6rL97)TXeCs%nKKj=a@|3;et5dB!r7gKBq%!P z{D$;j=?K#J6BKT|n<*);SH}*qO>CkR;l<9);8-L=pL5@@BT05Wsfor1e2qCd@hzlC zKbW%j`Vbn$4&VPU68eV^OX)w;pI*H4Pk-d$nUBu?-~|NOO^?yg=~JY7Y*JOjpQ=!H zw^#YM!dW;8!C?ZTYed*}pV?>!-+k)EQ@iu8KY!=H|1NvKzVSoP?-O1RL6J#BMPIOF z^?Qy#@pJz7@6}&rIO)mdh^>h)80zuc9CXmN$P2cWa0Xe@Js#8xXq#`_A65MkV(dfu}!E zW)$&ddm*BQK;1ee0r4pp5EypOC^%6vOp|7|?n$Xg@U1ilP_ffB4(Z4E6&r&s^Lw$^==$5Kyu z8rltYwC+D#zBui9pVfcmREB1I4@pcZ75Ii_M)M zlDAK~OZYKADJ@?r$o>*x%Bt`r?BNX#epW*ZHmJ&0%n|-l9cPOJ(D z`ZeVs^1gDakV~bE_$t;8+90z!{8)(?gRK*W(jW@Z7#9kMbP3>Kw4=|{0o%p{#T?2+ z4@t+VO=(p3Qy{c3sQQmS-s}b%!mvwF8cloN%rS8$TU)11NE)uSthe{Ec$>?Gw9*3R zsgf*7Gx^aIE3;}Y$$fs(zA9)@eLq(vUfsls;*g<6g*!D{ZfHI+at{kuMI(8}Td(wa z%xyglZBU&FW450J^=h3Kwaa8W12QSo3Ld)UR3uB#6g9rAS>KQ@CYoEp6l32Yk@Z9A zFh_4S zf^xqLdZ9V{5Ga2aIoO2ApSFyFRE99G25b9z`#-T;c`@2=Hr*TlM zRv{Uc6}V+(4=hoZ8wL*vzSzI)3Z2b<0Ea1e#@62VVC<5v%L1YL8udF`#AxF=f-Awi zfN*J3{0LtxEan#~f1(r=SHzvqC6Xj*UhLE0siSA@;5^>7Tbjv1l|*HTczq3ZK(0ii zc%(f>Kme5(22o%kI`21@0D zOZxt2j(zai_aUYT3v=CJbMoR)17Cs&B?O1Pp$D&Qd6tq631v+$POekLHYAw3u zRTp z@QyO712*AVnjWAiDsaUKX-u$!UjEDr^h}h5%fsQst0L9`<+#0^sa6D$o#-fv0K6$- zV>i{w?dy}c=IQ%PWdwjjbe(StbV;NmH%$?O!%RRxk1k!bN-%Tr^H5!xdGr4dK0G@! zd*b2QcdtJ1-~E}|k@p{Vp91$OaGwHS{}lM-_rCVWf78YzpT2Nu8TpKwKK|r5vCY#{ z5G~Z%1}KEmwDet~dV$z|1`m!dEpM+=anK^42E1_piMpWanynDPm9?w_I8=`~t*_9u zSe5VBnxPzBgi=8vRi~KV?x6L3CN{-q9V*ZGG}RVHQ#y}a8H@YGas{mJN?PucNZaz9 zK@s$Jp^B+oFjMSzr|KC}o`#u6#uHayhp>tD6Mm?{nWlPQC0A zCvBCK(bVj|50Ve~44!D|$5hLwZfwb3d;85bb z#OT#zsJ^Qj@lcOIEQh~G+>^t?tVnpY96-3uOR!mPFGgRUN17-gpSFQ66@(q(BFY^``UeTD)1WOcOJhP-07Gq;W8V;VD zlb%3eN_k0Jk6V#rCv9?cg$-M4+JVKj&smO!w_qEx(e;LcHoAz%@3^zPmuQ4?ggvuB zDi%3b+#^Dke9q8v#VoiI_zphYj$RNAPK&o)mh9kQV&`)8;1ietmzu<-AzPc*l&#Lc zI+)A0x#F=l;H!xTg(Eg3CfaO`^0AFDBj*%qy7AbVkiReB={Btv@KI7yVXC^6?h^EY1mpZ^WZzP|Jz@lYla zB|tDVSWSD>xZFskNzGCR_P<2p)Fz>{QCGmTJ}K0tYOxjB4MeWj7VhUtmjlj6_qPsZ zMUzR4@N#aL7*lBs^-DXoS8-{~|M)o$9j}CJL$NF&K{jPXb|^F++KqBzg*2*a0&O}V*3?%OIIY=`t#9$GTrn%)W+0^kMH z!e=d}uK-Q+&1`=XrAlxP7g9+oCy~%j%U_xShAs&Uxd^k501k|W4X^iE(x`B&MwKKH zm&PenB~g1+AnJdBoJmTimmrzpQR(ev$SZ z0?f2b+`Ok>B2O|8>m=@4`}a}CZq(KBkf9RyOBu=JV03^+5ci;Pfy5N9Y_A_|Lk8p% zvp+d1#JHa(+*AEb8cZ!0HsJ7%b`WSOPJDMQEhwI{WFJ31o`0>ZSYv#dsZO+X8&3A1+_A6iihWh;#{w1csXTI|_dN7P< zzqoo58wRmxE087nRH581WcKj0H37w90q&2VIzC#@Fvv4}G{J8zL(J-nDmg}+Y>&=( zQE~~}qt27-v$~y6k>OHg8@OvCCHY!as27YsMP#Q4zJi7klg>GE45OBnJzy{;bfykT z1intBIoi-0ojM%vJ|AweW`EshNc$Qz5J5zf6ZKSHSbGO*PaY<%3QA8RJcZU(y0d3? zbg8iH(vv23AToujXjUaO0$40&0djbYE~${JvH^gHvhubtXsQUwS|i-~loX^=Pr{hAdkUDo_A1@o>^IY=QN3!zLm<@TOk|hIrfMONzGha4Tg2o z^osB#QSHT&<8Pff@o5^e9y=C&LV6(SC$@vg3dV~%Z&IpdNvbbd(6r?sW!Pewui`JP z=+^^O4$GmYvdc4CoHoDbty$=}A*ifUgkSMPS;Hy)~?;#B4{{>6JeE z=;@(!e%KWbXDazDt1a{*@5x&(14V!ldTK(gC%YWI$j8``>50lh*am>30yxB0cI#f? zn3JZYwgaw--W0IGG${+|1OX9g-qnS$1_WkWhGcZ!=kd zb8cs#afB~}@uphMA*Opmst)V>SxHQO4C*IGmr|vKrcLLE@~-dg^-(;Nc~Z6pGTa^P zmk%t(#qnW5qq>I+k_=h%j};rn+$C3|7OvK`=b0-f2f;=59Dl6_X%5rV1H<$L`qebQ+!K!YTj_2$6E9Grt zA`7(21axoNp}bn0#3`kZvwx5n2FIo361MFw?ro$d7xs5%F=Zcu|@!3xpt^ze70arIA zN^!&d)KxrlVj`1CujR&R4$-yRl_8j1_W$vH6<)TQKBdYgu*t^ z?iOLvq1i=NfkyBt(Iah~WOzl-gq1*XYuNDxl53mH9`;sgz=Nx=4miqw)LAw6jiD>_ zM;FARRz1XM1k@P7G)h+#`qZeHx&8cQ0;E>%QxMR)BlrpJ0 zok?sKO%1Wh5U|)?qIg)j4fCT#_=yaxXD-`KKI853w~YnKFI#GxMKm!<5e|hvKFcJr z+4f}dxljBKm0flcAt?;cANz|kKHvD*>krz(<8y!S+<5JpzzkaDY_6SYKiFp&LRLNyYy=3K|E@~1rv8EJM^Iz=B5ZKAb67>~jw4uX)1$V4m+ zKU(AOqDvd46$*oQHSsO;G}YFS5oZ;0T%w?uu&DzcuLDrj8gscd(3Fqe;Jq#=mL5=+ z3aNCoFQ2S!wosoN9_kvdr@yn$Mv9a)D_Up=DSia2PC*uUFL%m&#Rq_|(p$^cp?yh> zNW3Y&tWv>+@n_=2T-v;4#r`jc=uIV?<=sKQ!I5kS;fWA1!07iWl@ivo>v1Hg7Sd1U zBknP_28KlTC3wNxV9%qcI2!(T251Nk8`>~o*VM*_!78C}zcIP?eedZSkeLS9udEqym6Jz}VU)=KH6LF{@CYU+RH2ghG)7Stn!bP%4<3dy#S~(x~uLqUE$TzqI?t7|3wm~ZlfsL0d zoSpjrnZGkL^LO5Tb@tzR@OQrU1;6_(cYfvDj?CPiee(lXSj~B^0T^R~Ivb3zJ-d(i zc0CsmG!3vqi9h6_NdlP|8fEmpCe|of3^e-K?zjZ$bjULq3v3|;G?d`(8CN5amh@OS zg-b%@l6NH<0^4eosnAvT;Vd?tdJ5PY)1FTdb2}~GpDQ6(`$d%nq#(-8|1naRG5|I< zzy)F7raCnSz(grVDjLcO#Tw<~ycEld6BZcn+e?CA%=Oz=25{M*96H}QJQ+UF#U+&WQ$R)-E27x^sokPm}--%Tf))1dmrM|59~X0QRpB?kiK#?K^l_y>g(HR zN=(AE%fneFm&3MsuJN*cSV*Z-HR+I25t*qQ)n*F}K2f_84=Y-mJDz=Pc z%D%cz;8w?l4@n@_{N2BP=hyd-%se&w=8vBP779|9F|%N{k3UiEExoYDOBLz-^OUhsNGHR&8JeS^di1O-9_a+8t*v zkd^JZkij*r!PaOszKDki@S3f8*{8SX`*q1#q~+#@a5S(&Ppb)wBF0gO6+i$y=lWzQ zZ4jl-J0BpxvCPTGI)iD;U5^%pvGFP7r}PRyMNlAn#Xhvrj zFBipPa1-dOHA=H&cKj^YyuQQUP|yVUAs%Iqb&QxOJ5I1=Zz+0GvsiL(_8buw1gX0; zL0*LlMZ%kqzbdYAy;Q~0TR3klDXWi`=) z!U{JtO@D$J2$Jg2!FO@vGzNC5p|+@N3Av#h53A_PXv%tIpeje^eQ#%2f5c0mL3I@{RzRE_2^+m?F7t577m+&A+wUp&J`bBq>mPwj^kFMDDwz#tgq~)_h#{8)H3tNmFcl(WFaWZ9oM*ZEiL6o zERhRe77Pg~TB@bx3*D{jWoDEREQWzF>PQ_4@8u$6a&SmKHVt3g9ySPUUBKO3!Up7J z4ICMG2UhFA&~g%*?gN(us8wn1DPW`+-R9#ykSg<7Q@G5vjP|k3x&eLx9mFy;lJX@? zyLwVQMS)0QSaW_{=%Hz4KRs3+k|6pw;AINHi!q#yTZ<%ayTdRSm0yv=ds*F+JWNsj zh{-r{wGpI(Oc+vk$cn9P8qXG6l-Tog_T|eZ5}Sen6Yr&LxE8C~*my2aEDc<03({m( zqcN^XBtZp<>vb@ZdaQsba>)E=zT?iXG92{#X20}}xhE7LZBfK^l~cL`p{dsUTPbr| z+Q-FD+Bgivkq0P+NZn(~DYnKQ2}|TmHL6(H+8PtG)kt&0SaYgN{2Z_^vRBC?rksLz zfG&BY$J)}Lz1OP0x}kBdBN`JK8#oBE5Q6+Pi4CKJn11}F!fCLC$6x*1?GeCISc55) z;?88)&2MNEm6VrBLO{RC!~* zSP~Bg&XY($>O2RpmUujZL@CN+v;bT`->W0#dKNA6>WQd9K>*Qnni+=#uP0x0NH)SQ z;I__H82?rs1|_#KNhhID3TAH?k#&ulKw-(a9W2AOS4bWKkbrJo zx7LnGZx@SaH~_t~$`#esWfz+F5!2YVFkUI!Uh`6MjRpaPz6G3=I6xiBHj*_8HebPz z;UuLIW}((d4r*#kO*@41(+e5`!c7%=tB^*MGt(yqM^M*;`HAo^`n5QL>!I;L7!t|b z24VGJl&go(1B{|!!qSeXGf#n9S{5y%v*c2r+t|5mCw^|xJ%R|-u*MK>tTLR9S1$Pf zhi9IjdHg%y{cE$o`_KdY^I!YFyU+Y0y#$_^eQV(gDZ^#{-!O#JvOngsTp6#Au|+t( zbTeeeVkyg(=;+Q+*Z|$A1W^9R9oD=5P^yZ!j+o-avhYw^7$7mB-ZO;V$7(bN$cgvq z6k0|lj<%^h0Sha3PNQxE2hwyiY&wmr(mV=j%WRD7XXT)5F_9L?1ZFa6$py@0%AlyS zCK5e3o6Q8kj;WYZ;z1+&Zfe^oo)KG6pzQL~NOJ=I%?EX6#&#gTa}TPkPb3{Nh)a=%u8LXIgqRZziE{PCag|MYeIz z+S=9V_MB@9zc`3bI?9-JT_CDK%<4Qp0v9!_mfa~Bb(HIEPZEyloL@{%ZVow2-~(N{ z0)915@2LQmh2;g@T$phk5+F9u0Rviyo(ZX?v43fn-Il7j##kPI$J*>V(b z(>R2v_fvzS^y-|04Hyr#P{Yg%n#S#7v4_{8%#gB}nz`OuZ4v;7SNcS@@Y2=>45p7U zd{MWnl(`&Vp;k8%uZeB1I_%O1Sjo9Yo&Wx(ItEQA2Xn(z3KgOq_z^)x^!w!&>@80^ zF^YUPy}ujtC1Q_Z1kY=fadu8|g|NuHpw?T|4`+kSBivQ}f2dhphe*`<*>)%oVQWLk zuo;VN**3a7D2+UZ$aOf%jq_b2G}s9A(($9t+~fu)r&{`1w>z@T*tRDuSt%?|$`Kk$ z8FmF^FBi95I!BZ8G=-f>l`>lplmzlCLi|V#i(ah|pn-YjR#$yKb&B8dHrA zRdIGW+}i zyW{wi|3ju@f3?5WaqQ}e1Tf+%Xa)#3|al0GuJ@kh+;3)o5;uVT!tNq=~kx>OLz&L{1=$u8nHbb_eW8 zK%#gX!$2C};Gz~&?o%c?0o_(aphT=7BfP~f2@14+j5lVzdKwL!0Kg2NUAC4H1Up5z zSnYm2`4Ng9;DM1%m4;ti(v(al;U?74(D4DV*x7~ z5njX&Q~Gq(vA9uVPes*Tb>c6czOoC=4QD_v$6}a zF_HR;+A6SY8Inu`i?8b|7_Nll^W^>Hb3-_ZlLxq15g=#}^D>y*?ku!bAa;cCVI!r7 zxk5M&1V}X(75rKlXg6T`UDL8(TecSv%#Ag4o)&&m@-Yo;$K_T~^w(*ozRGHZ@0)}O zv`PcO0d_;PlZA^HpZ?UzI zO|7p{!tI)Q(P=%G)PYEb76QYJ+}Q?~f2_q>N2lyCbK^#FhI{6c-ZrVuPNyT8%}wEQ z0}GrAY(sU7DPKxjj-D3O z3sP7tEjw7kl_|-SLUfh_=KuxKL8uk3uPtwlDe(bbvF4+jS6~)@i*O|Ycw9=CL+pz4 za8aCk++zRDkrK!_$HHF-$@oO2ns2xp&$OSUtVkFQDTNd@*XJMA?i{h=iCE~StqAOH z7&V>WdmxP=vtDk*y$$2QQN8ov3$-|HLK0qIyHVEZ3a%SZ=YKrd`q;RF}SXY$Jv{EJ3sK%rA&$3fR39HMA@nlv$0Sy+nlSPSr%5*5LNsYGc=~Y#u8o#}vKuM~d#d<|-h@?&9A8jR; zY-A;c^2&s&u`d*LO?Tr;7>MjE@|`}lRD~6^AR#pZcqD%_dk5E_B-JY8oq!-8Nq?s7 z@Yb4*m``r+QXlL*Ht^yGU()4{XSymSGCSq|e;S*hVoG*RLgvi#kd;k+xVv%(;H1sflr5P}_S5iT!B>f2}V-|A*$MzF|+^W4P za$oH_tio3ln%4x+%WjfWW^MNFCVf>b z5+7YYy>$BWi`(q{MGpDu-%ChC$eaZYY=10N3n|4pln7iPmLH2a_TL{TdG_axyXMT2FiKF#Bs)4O583wn~IViV8!?ck!2GAye2H>vPGQHo}G)-}A zQEeEj3tslBUCM*fu5yS7U*6c=rZ^I0QIzmP^di8f7EkhKeH)d>npE`zf<{zL{A{@eb$LS2@cv^+`*o1tC! zT+0Oyt?5PIaE6={RdMa$jP6yC-|esYpG=qfdq+0KguA2+Oi zrh7w%Yk3>c&8ffOw>-@CV$1DUiWEGujiNA6iVJYi-r>>KlbY}-c81-^F3~PBeCwj2 ze)6W3vvUQ3O-fOPUwqYeH4S)S^BF#B5cv9IeJ6N!h2t8ezKKw1WfpthNufc<12S_!=yQ zTf))sOnj^w2UWWIFv>GeNFGB-d`*%J7d2v+^x?I>If;StnGTFsdIx$f>h^USUZCs} zfe}yXN|~=!H%t>c!;>`20Vm)_aYbOWbNtlr9xK>cSrs5yT#93FQqD;gI8u{Tu5l;p{r(5#(vLU8_cS5lA&-B4#LgM3TR8pE7pyCzM z)_t)T4@Cq^*f09rkG?fIkdQ1SA z`2&Z%zou=G3)oo%b98kubo@@T$RPr~2}VOOgbW9q2(=Rq;+bvDr?2tbE`GASsSw<9 z)i0Mfb`|*W0UR5cMUk>UBOAh;z zS_eoDEI9bxSQ&HgXVBcerCM73TVyX6*YW9n5EqQ--QYy<%w?+Uz=ME%MoM19q>`8G zo@gF$nA2^zmDO>xznW${Had&K+1~f|a!Q!z#qf zQrL04pKO~Yml4}7PB3ZuCSbH=IaDZ-vV>qzFGSjl6{xrCDMq;U=z@;du5-xXr`sr{ zb-4KDZQ#9S03+(iLgazUB`#6@zT5H5LSc8J)F$VqZKb`_yLj`rCUFLfEKa_M!7=Qj z_Bg;Et{|b|gT<{F#P_j-0a8Xo37E0XbRz@o>kNYsyfA+ZgA+Z4q|kyBfKj*solHUm ziXgQk9#srAoWX?tHa6Isd*3st`J3bqWkT+n+(#~&A3ZSQPNKqsjf)WnFUr&Hh~w-F z^T^k>2sm+;7`cccYhpuMZCG(~JX_;)SgJ3o6MBj_J8UR!-K3APSAkBkSfb?rXa9KS z!G~sM-u<(WJp0fLKTryA|G)bbxKDxqe^B7=@|Ug!p!{v7yqx`t82rdK0L7nv_4i08 z@K3PzO!jDAo~i=BmLNY-G=S(JFa%p_t|5(TG#UbF@P4CqTNaM^M*?jXZNb&Ls{TM) zS#6Q%36hw2a8pHquhz(LiVRhBk`Rp-W>{;G>j6jYjiZgD*OdBH$KuVQNG=hr2bdRY z9XEM`%u__}lC_VzK1F8on0qcnP=qx=-+?TfS0 zo#ex1*|y|;$M*9S^5&xCT%*r4E|>JZ8sXG<>(+`0Dbzwj>g+Q}3k@VfUA<#T??0vv}j)*S22?JboA_??(xQ*)I)}w}ok? z;%*a}M-{P+{jG+^Djc8t$%`;xcMlCz&T1w)*SJYPKL*~T;o`U!K?=&xf*_F@Tdg#b zMxwoQLZzZR{HgJT37!~RgwCwGNUTe)wW+~T+_O^!&DhnakhdfI8Ls~iUJ(F!w;lbW4cOvQ!D>cE(>c=scJHWKZPYhU^y zUG6u(=@i}q=3}*NN&lAPPrS#vh9|CM5$WhMJ(pp^DhqT(vY#5)u+odhSdvX_uz>`A z#vy!r&FJ*1sTVBwnA2rZ!qF+-uj591n2eENuQSZxnvg?B+##g!Ez@Lk{_ujZuo>=gSY=l0LI(7ksg!M$j z_-I${-;LK6MXKE-(hCj+y9Nj~%z7RZ)XG0hf8jc{S=~jcNPLLSd~GW0!BadNu>w$^ z({fb{tNWaP9&<(Z_Xo`50ou?{$49l$Ia!VbA|)S3v`Gfy#6A&;LC}VPS-EHq-%@lD z($pX^3&=&Q)G?<4#9$UfGr1p|R>xMy5I$MvPzcp|F}02b{&&ZzeHh}BsyWGbeGSC* z-%* z%R&mq2}Skmq7d9=fURjU{;{*FU0|fWTGh5^@I2H&MSXKv^qS<1IJNFCmS1;*7}Od1 zeR#93gPErqm|@4BRuOSoX&FEUeBDwg{W~GcV&p?U!IxjK1{EkoCSvX8x5@bQ+0Iah zltR)4QUbWn3eX$6=dc}@hQ6J1*i&MbU!%EecSD$E)Ks|1vgYy5nB|CKetVv|`2WbMcp(}|YGIAXfJ`9aXo>#F8iAgYHYwx>%0xE%wz zkpnFU0G*Dr0C&J8gJont`-IQdF=T-o3C%?KD*}N|x493{m+d8)JJ)bOEbIXP|G%Ai z@PTigdEi?g`?(_z&1fgw|F2QtGuQ9@39y3I*)RRj^GrBFR<{#43q$}ZaozYj4SAl! z0H7Du3J5dq#_r1TCzzx{y7Ua^6I>H~7i*`WJn1fi7WGa=Lt=zD)X&qgAU@@3XnuZ8 zwu@(|#>FkQw_jM>U{37SF{+c-jfTaX-UO(ls8l+{8AI!lG9ZV9RHmgzLS^Ue?72e@ zj@YNQ#G}O*qow#3YfNU24{mK=OC(=izXI!VtpqQ!s1hDKE0j#YUGr>BPqcMnzI!v`yJLwZm<}hBB-Dc1l-IV*U}` z6V}L)1Yyg?j)7&jzqENXyo&Sl`**%PvJ}u{gNk^NY%$<4{@oVd*idlL@tM`8Jc`K_ z+gz@Vf|q{)>d~s47LG;uyu$tW%|TD{hJ#^~c6c5k$37&dy9I;mxwYmvNNOqQu7Z?W zrV%soTt8=na&s= zF)1E31KA7{<9yg#%L^^ zb9O!6QlEBuV|0ebu<(wQ&h9C%46a$LhX#sa^oEmy#8|S8N{youP_3G9N-1>H`8!O6 zZy4(?St;CfgR7_y_7cMe_3(tB~boieexO7vF*>J?|BAzrE>@}%o37*+=TqO@h8xlERVeFM=Z`x zWi~+ye)Zlz`niAnKmGi#zkTOd-+t{k-+ui+e)}ixynW|CeEZJNzWo~i_{!UN{?Q-) zgSYOq`}MnTzs_eq{q&>H4sZWH!tXWKurK1d(PiE@x@7Gd=_z0s`@Z-B zt_7K(_rCr5uf6@+Z~W0)Klz9M!59AUKmE-={ExoKJKnzYTW{Za>+RP*`}CtEllsPJ zx$%x?XD_CdcqE$}{hQ;>Tl7*o3jedj;tslFk*`(Jf1l@DH8Dy{ol0lxv$;tQ{X-Y?o;6FodR!MyYnY6JFD=` zZ${aGdSAkdIRF*Dy4&jdl}4 zPkQG2CzBNQKxxpQ;dkp)>#>q41pZ{bD*9?S!N!eliE=aSt_fr$qBj`mMxHMc#(;7~ zcVirC1_UFdIcK+=6^d!L=;7b#R3Uo)H0HZNafTU3C}}V^RsmchcCn9QeU&zEadVe7 z=CNr~6Ss*U3+-CJSY3ykVBj!%vcyDAI&^0lb&a_pT(X`voQH8F%p?%`no8~>;KQi{ z89s`^u!GI_YX2Z;L)@QxqAn~|LzbwFRRyQCvZ>hJLV+&hkMsQATEz{ncd>APeScaCys`SZr;f~gZ1!`v zPts9fbe66+L@b_P0q27E-)!^C`t#OO9Dnjg{v&KGgQb+~+4pIe`(tLhHxH9k;LG&AG|={B{83F1K_Cf|t-@g0#f22WPiJw!{`X=yGr)%9AXNOv}k!CVsCxLgFsq zagLsOrqz@h=i9x_I9EaewofB9N82qh@VpfPPF#NIXG=>{LSekl0{9N;VM7E5_70HS zJjpxG|47L)oz#~Bmb9_~3{LA28EjIg+w<7!UaQr_rUycp3~2essRo7wIjdz0nZKlg z=&PVGiCjq|1q8w2n8MT(mH86C?>?~?oKuN{lL#~@P_bwiWIs!v1*-yxZU6x_w5d3(lxA9jB)e@!{l<)d5(W~{wU5ZaH&CD zJI!g5p!Rdd07w*6Ht%TlsOQ&13fmy3JLR&!^+Z9@?mmxI2m;9@`l~OPI zev<%b%`y1v$2qc;Y9)QemXXZpOZ*n)sEWUYEd+T%8FVZ$1xBVov8xsZu3sU7Dc;j?e$I3cc?X=}MRTxK` z$o2q(Z>W&g2Qr2fY7veb;uO?v8R~?xr}v#*MjEaX-?2218C+HvX&-SSms80n0s!9i zor%EnEO2_#_3@`(<=Ny|BrF)jN!DnH#*?nMgMm~4?U@S@p$K2w(R z@K(-5FiW7K?3;h5;~!6hx@|G-?E0{lW@lr5H991cOZi)Gz$)UmLi;x}vCEwk=`WfH z?|9?;Klj{`nGeo>?gQuGDsp){bd|e8uwawIDjTkfO${?OnT?!xdxGk)m=v2Yd3<*R#Pj1a2+n!Ld;fE znaB+C!W&JM=br&;_;j)gz_-qDp(J%APFu ze6-oI>^VmX0YJ5ARqIMbwF#pnCrOS0txx4tSm8Ae`aIdhbnSKb*e1aDHotuC#LQnh z`IS%MmD1OrCSuROOSRc=F0pU10O$+WCz8iQ(^_HMn<=SkwA%r@MbClTz{@J-R~eF;ib=j%YF=WA6hht~jJ+0Cl(0EdDw1XH^Q)Dm34c^4B)5Hat z&Jo@w^a)#u?wfKvJwZg88E^Ftt6wuH8;D2So*#x5W@FonJ{>q zJVmR-11+#lvO^{n1NLhg&8SQBMXLmab2adk66S>n80+fsNi7Efrkmn%2E)M9fl|SS z+~Vp)cx6fmPi1FFh6J|vB~z_kYm>@FoU%g6HGM=NT7C&A}CEz1?_~zw{WSrWO7G=1?wR zc@lZ8YQ>-g8R?CqLiihLM#>Qx0-#PmQXb?;;krn1*|tQ8jI6>@#)8j*qQ?Bm{&>>0 zxPlf#kAScX(dVWQ2Ps46Vo1@NXr$tPs$$9i|JySUK6qy4DW*!gdtz{`55&6L6L6b#jsHC>`)$M)^F4e^<=JPc*P`nE6QBNJ%Pkx7G9k=jhcQ}Rx2bbN9T`%&AwkJ>P_+Vd5cQ(N_!nRg zRpDzG3Dg=kBnqqOf_j~zDAtP6o){l`vFPMFc(l;stp_XND_VAXrJG>gXPn< zunJW>kP#2@+Aw*T2j1&*(Ch~=HE=>%Tw1$sTEK>z2==rBTV$#tPq=D`}5Fu{Zv9ywa3^%PsPN(lr#Bq4y}QPBwW1&NaU2Gq+{ z6!>L1Sb5?piG4B;T%Xy~H?RcdBV5B9!8Finy>}&1b_N2c<&`k$uyVL8le>`HpjgxQ zaxHlmAUL^({L9-rj(yhkxjzDMPr-si@qAY&g;k>Ntuy?FjyV`p9P)KO~k6w|z{a3%>b%kI3 z3*STwoq1fX6AzlIirj-!8enlhKJ`Lp1+hWa+k)lEL>&OzW5ufpob_jlQx=^v(I<5? zT-PWiaw0aJ?h|ElXtc=@;JCxoLhlU3`{9QWa?<3ad^5JBI8%vrK#*UvaHuKBH}%XZHb%eB5X##{lHCeGK z#pq$Iby0r~A+oGzD{)(J@Y*INE|D{lW^|s_w-USz1akKzx|4vxG_{1!N1I`qQ!o+_(V)P°zDS&9E5V_5N&x0Vvw zVL~^);2A>;*Wiw88lq|e>c&v!O%TF5mQ-jn%KUxW6gperUq+9@7F*`|bA(`Fo114N zaRyRVaSjJw?-{k5sWKY2E;j}BJqP&fRm}Yc%`ybuIwLZU0l#IZRrira8saNX43SFY zuZn=eL93R6Xgb0ZVw6&bmQrDU*_wV=Z2>@hYjPghoa0Aw{_RJo-}%hRcVGShWwChv z{JAqvl){?!QEcVJKAeX@_Vm+#4KkDZdg{4HEClHz*GcrkvToy-F#+XvKY=MYi?d+k zYj&R7SB+>yv~N-Fx3^7ho&VjB$v+vVGh8igv z=u_aAi;Lkw)bJzitshjEE+8le<2o_XIlBT)Tryf%fXDQ5l<4QFS7llgKp2Owu9IR8 zlMPX3jpF%n0)GA}bATpA84ZZ2oxg$SNsugDSgOtaVBIf1NlckpM^&=vM8{JjQXuQr zip;+$2ByXqwvHd15uhGDATW-U!>=RB<+a*QmUWxMQ=FKeV^)8F;hN$bAU?t~}k}YI?vL;k^J@(<>hyVYpGY`M>z^^{~#Ydn1 zqxV(rzu^zD0&lI|{qKLsi{0Km#YOC^reAX_$eAb7zWK=|wzhqcMq*Xmf_3R33+@rO zcdguM>!RLYvz6JL-{)GQ1w$&;5T?cQC$QJW1_Fvd=3D(_kmN?o7hTt_vb zs2owp|3nNsEuzH-N1i$N|FNKdPk5w~;(djWdf?qaJ6t!`T5op6*zE@T+jqVgJj9J!V@_g*Jih89Ns z!dD03)dN*GR5dd@i?h|)`kc*<1(LNV0XZPO zS^b6=jcGk3_&uc9JE0=K_i;uq0O7f|hju~H)>)uSzGScuo}Wkx7OGs zmx5UOli3%p25ee*$JwTs?t5P5X-eLA9-L*A}MPJX_N}{%5~_| zZyZOv5!}SpBY+;=A}@puC@NsY7vbg{6WHKku)^Sc$c#@A>(S>Xifc!dt_1T%32j2NZxFYwz`bV__Z{NQAkGS3b z{K>CF=#2|v7_*|}@w3M!+=NbZ=;j3?AX zXJXp{GuP?}-vmCvwZGfCNt=hO*hLOHa=%gDp;QS6Afqk44ZI*86(cDW93AsUyuUF{ z@K{&TUpXM)m9PYOy9NbM z$x`z7SG1$~&edh1Sw8wxlOtdWyT-04(K!T1GH0Cq>01gmmG%SLv;CV~&Y08#UvJl~ zVidTm)-_R+q8-xrme|=1aM5H1koRCEJIWarMR8_23!bXo&5XT-Y)9Mbizc8=mKgur zF5=Z<)P4rJleVdJ_mOb8g)le*EA_BM&P`TOxM{!X;HsukiwXe3iV(IK7nGyIV(n-Q z3&<-;fQT>2gcUtb73&5n3m8Ix+@tnJ#=#RkDd^uW^UbTR8OQz6{&*^C5N=hM3Pu%M zp#|}ZHO&Xhn(a0Z<9wY?Osi`k#SPdx75pp~?`%VHle0(@k{BN{H#=eH6J|oLgb2p3 zb|wJFiEPH;ucSI4vJHnP_y0Zk;AdwZ{U1+$nt$B?-~AQ1zXIR-3cU5&@6dmG?c}=; zU#BrA<-(17r2?QK2c=VI(eSf#MD8|6Iy=G>9?_ep(s5TI6`>3{o+QHIEADaAG+3mG zEQxPrT|^Oa0PzInobg1zbFg{yNO!-bzTyg;z8=T<1vDrCGJi6ea|t7-%E|jRuBt90 z)d^pfeiQ-N<3Nja5B-}AvTg_bm~>(d|4*J59RZ4>*~okYi3^nm_c8a9tna-(XF~@< z6ub-!+#XceTV(2qRP$Wv^bE%3l2OQ@`PbkB+vW0tiJHs5T;FM(BH)2#wI*39)neiX zoqLdbaziYlkImyylm2^F*9}Pt8xFUh^F6{guAYlx&SikEvcMK`3iw3DZ4)xC$&G~F zKC)ta2VT1)kSi`z7gOQ4ZD|sS1Q=4YbN=kg+9oeCdf4H2RF{+M6e2GLUyqvGTPDLK z*j^a205i8x9ga8X4SZg|=n%)PRw79wP>29MebCIBEULwK%$^`>xOXb_T#OKwaEUL2 zB}`z!+5)EEIJfWHxE~gtTNYNpUGt0m7+y@iIqRoeN*c zStKIU10BFC)1*Ydv_|X6OLw->09~F;R8l@!1|gp!f(WF=-K?e*`e;OD*ha4&5|_&e z%0kECb8Qzw-mXGjF-XFZ_k) z!xi3zJCpmw!DxQ%S^xKPr$+$t0Y&u=MT3m%su8koz#fH7+-f9YU5xfQrV7bz96i7$ zgIs(^GA1+uS=geFlpV>yXCp5nBP1_II0+;WEN{UxZ{$c4n_Z z6r>@AU*7Oed$z$K7H1R;hCBhkwu!Vyzk|*kU9#*&)4#ug?Kr!7)_@ zE!?p^>9x(9Og=R^J|*LFozcwxLX4!tSJOY4-AU)2imgVuoUn0%?- zbK2cEpTA2y5r714F#2a9s)QhQwFD)K8gWGh@&o6@$p)I-V5#LFBR_N};^f$9M82!f zl-FZ=+Iw_mP}mo#w$0MKYT13pN-Vui1xrh`3p$`YLw3a1?joC>f1 zOEc2Wr2PQdnpm;yKDI_h;F!Urdn1>Y7JLd$oRtP>sAqUXQz1t3)wgl_px60MJl78b ziclOMK-`8w%4Y^zi>HO3fBXA>XU?0k-u>$rj4xlx6;3a}r6FTa)X?)t3(=??Kb!;c zb8m%k$IQ?o4)_yZ$b?k@ud+^p*ZDC^gjr$n*_5+;^Z+vTA$gk&5Lr@WzSeb!**IP; z!>IuGx~`Xi9IgRij&nJv$q8doRWU2my@FP;!PYb!kUiq#q7t}yQ0Eyv5>jQTf@^H9 zMXs3m2^)MT&2$wxB30*WSu%cd;a|b!18u(xmPAB6tsZ^t+W(3u7 zK$^0^ZRTDD6u*g{0$f_kv-|a|N}z+41aAQdvsRm?PRZqBbOm$haOep@)|tRfJy7Pd z>pXd?KbJyIYm2zL{4u3P?n@g|vdv>xg%kT3x; zpVy_c!bFqYRdO8&*We*npUOOdS8(F1RRgbqrV7TYoK(Up!d6)_zKLaq=i+8@wBrRv z$C$bBZd{KR`G2SCj;@FI(d)Box@n#uM_kwWR2HD)OSk zjROPW0?nhLh+7RFGD&3O5L$v<@&7~5&OG$&M}Fx;-~Qn0%-{OfgP;4~yuSkXSK!aw z3cU6CyTAJH*-_%>U%DpJfX-R4%#${lBRFNHYycbxCl*mSXHHf1UX?j`yR;fFNqTaB zQUO=OPHJcekjUI2mtj^r!Rr`!lObZjhel!5k@>|no)Aa?x2{+Jhs>t(q+!D?sON1U z85`EkyjM3XVV4lnm;m$__+5VeEQ+0wyD>oWL$vTZEheO^9wm{7DzA6Y6@sX2n*_yn z8MVsdW={M~lZ6I`kTAx|YV-AH2(Q{07bhX8FwWlzVp(vH+oO>kS^&RnrLqO59DZU$=m6ff1 z*1J<&L=McKXW*D8Z@mN3Hi@HQ9+o}pRmRQ{nIGT7nel#fZgRjIb5g=BBz_C1*4p8- z!LM*e;wJ`AnAm+Qxlx9WNR6+N=A}Yxi>*# z!|B}sWX?JxxNOc2DcurB-4oVv+)6zBIIEeWc6x$NRx;%s_%OuI(gbMIE*PdXy+Hf- zn_DReHIU+#!w{Kt6+&l^g(uzRyE@~To}WzL;zkM#+|WMQ?!EMAP)CQ zFOD{kI2yn#cGS+*uwq+ih5DJe4gtPp#ukaT_#$uD=R))V2VMB;8e+C?EqvnRdl4%S{)ci%J zC=09zk;apxr{mkTo3L#>Wz%i7I~-a(ZU{i7K9YxG2kIWRNr$tj5-tsUtsLtD!QwRb zHHwVIhi3=JQr-;BDMqHv@`oW3u|!CN-qXlHd|N93Qgy-frT|eLf4vb%*jg5JL(;o=4^KTQs6+ z(_lv|sOy}L!n}2G%ijlq@+0pEsbZ!JL=ksDc5S5=laZ^L%Yl#gK8(8wy9#rT=)ypL zgLe1BVL~(=C`)(;U0#tsvTXm23YM)_Xs@GoAxy3kX%PfYBcbtggA{f3FJ12aiQ1Aq zA*)Fep_Ni(Yr`}t3pin!bh{bhVETuKC1~y1Mqk)YY2clFNuo(4nHezLpO;}Sb^ z!F6<5iSTX$_Y5{U6ad5tuz_fG{@&W%zx_QYW$?n9~KR3DqeX(1wES_*NkB(y+7dTQc=1v3;nJ z_-ACcAgLkCQ>B5U)z%Q0bD;op=`#eq!`aIWCv&;Xof4Y>!uS_P=BxTsd;317$(}lb zV=TS1%abS+vMX>cCGnQ``T*T5>7ro5`2ej<%Sdq_6oIgH8FTby&f_5oc(Uwdc5JU0 zV>-0SBkMv}Xt|-RP`17;H{0FHQ@bZ--J{#CPVP8^k$m{TgR|)Zo5MnqcS$T=lB$Bm zL8cdJg>wt>7GCvFUJg~qQHZk80EpFM^3J7=!`>P)ob%T720&PEAtym*oeY!pLyR`I zgB?%RhbQ-aJDB+Yp_#{LW*+~@8xQ_JAO7~^(ac+4xcA8uGZ#<({MOZEA-it4*gHr& znYF_+r>o)p65{lUPd!~7FKt4o>-qr=(=|{zr4nG$`F^-*1GGe;9A40x&2>HZO}fZy zmEu{6c`(mt_2P#BviCYzgr)MO=rg;qqep$0Bt%d$&dj9Zq@Z~`vTxRlotOCA3ok5i z2r$>W(MjInRi{j>cQW6e^q?7@wnDe;<=SX0#N=j&HrdFdPxpRG2JK!Bu51%DaQV%( z4TWwM*9jPD%{!_2P12Qh*^Wmho~qA6#UUXaq!8cz3$}6>`!obfD+krS2ARv!LXx15XKU%gre^r%nVb%LVd9zXl_o zx)&I2<3oyL7R;Hs`oD;E2*| zvz?4M9qTL@K3lk{zNTjmh6Q1B%OBSc*NGZaaR}+wwi~--oOW;BQC@KuA(pml3)n0d zK2L1d;-C;0a690)S+s_v5(*F+khAbQP`}CUAV)#FNg`n_i^T6o9u|g%qA*e>L}bb3 zYV&n7(`K0YnoZ4gO_BiiXE^#+vyRXJM2@J02rN!ba{vIHzx3_*K6hf~#>uZ=S>gxR z`-{U@2q^;W@w$pX&eU!C1Vph+mxVuvZrn zhWU>7e8zFiD)EuG4&*c>-BgAK;(*+OT0kc&3#Kct=HxtQPc2-~Ws+&g$qubB@Yt^7 zF5e>BKjc;x6c}NAq0CnRmT1N(5qaTP+~v3$M{gv8|KUwT6asoBe<%6QV1JyXV; z?=1_e{h2EDDyf_HzSzn4Ot(n=RTsoZ20up7%u@Nsp+f)UjMq}gIZq2y2#OqUAJ+OQ zs~zx13gz?flit$qaI`zy&%S2lVLWja-e1$d$Vc~GHgKN8lNV%D$)II`^-?5Qj)EgIU zh~TYwH}nT5cbE2rtX})5$yLb*@$iK7l#?}H#i=#B#b~hT2yCmgc5Nrg^qgL72v+4_ zZ*Qm7%`?zIuY=ILM{C=9SiPojaN?U7S$#fNWx2y5*_1E)jdV0%^cH%*O1{W$F(zJJ z_?6Bx`faKlTvdi~DLo8bq$}(AbxU9#NdMw^Z;Xw1TT7ia3It1v4Iq4IqjMB|FAB%C z@CS%Unt5yPARq~+G(%Dg2O%ua$gvYM!$;G#d|l?ZCy;)&)}*|w0-{;p=qLe8-=qlv z%UsY5ud&#;CrteogU)pFu(X^NqlT&L@pMfy-mM5JsfO%Ks1TSE|+rB)s$90ja? zo(;)E$we1x5l^9ISPJV4OO$L*#>r9>?^CRZ32t)ToTtb`=x&|sy-s;Q{ED_oqMfrBBeTynJ_LR}@_6Qn zYMb=3uMOE5U%&{8T>@^v0gD%&?b;x^3L4Z_6#3PElNW`L5HCnJo(Hgu7UI2mu-XA! z96WzN-skqXv#7G8Ic{d>XIHR%-sZ=4S9b%pfyx5UI)`p)jV_*y0i$r(nhmgwM6|#NsP2LHE*$0Kf+wkCFl916An`Pj4?noHngrqn~Dkp+L`wfn&h=cN$^f$GKFw~+# zIFH2U2Xma3^%mRq+abA;V3$5la2@vXX!A-~9?|HWG<(mw+Z51fJO}vFg45HO6Ay$~4nD2|rl1 zfBNtLO$jdgKziEF7|Af$D2oPHrbd>vXv4GlB5QwuIDd?E9IaRY(1^~8JMrXW1pE&@ z`1H)9|J$Q~_2lpIFZcgb%O%tbv76V01vMCV}ggJ`H#$|_e_sRv`WwZbV- zSopvJSd-YOPDx}livkzbP6LB&@oFLrlDm`EAcWxO3t!wZK;cupGzWwv^0{4%GMYiqcgfNR`b4!mE~Yo-vd zw;KM`8_HAQH^h{=ujT3pTG;}zCHN@08?~X>2MeO>$r=s`M5)jiPSki@(z*&Y?nG?Q zHhqvC6K+jLTT{76*R9pSM_Azvn(7G)20`{q!5w;mTbsSXd!En$C{n=o&|nwOGvt{0 zG9yViXnrudm}XMF>FRRWcOAuDt#`0&4K|?NVXS_Fl|(9@G&#`!H$+Y9E-0+mnv`q?_>!>0p=J8M2WY_+MULJbd0=Pn!q|)txxy4F_!RtYulV zm7x-Yud%^-@DMoGx))SmX^>QX8C*~J@OdzxQu`{m-48dEZnu-gcb}IqyX7G5uICRVqWV@f7U6X)G zzm=2E;KqD4T?f?5P$ep#&P`TB!G;&bZ$SKnnBU|5WDzIVI62sFz7iCB6qx{>Z*+nl zVKBJVb=Xp49hs%21^0iih;yhw(4@ys zI#c5&YN5B?w$klFv=Z1MfM#7l$~6^i6?(Ww$DsGpvq33T;wU5+x5-sO+c7QelB%4J z*EXfWgC)*)< z`mU32?0l;yNJ{_3%NIFGmxtCT+(N73>=CVpjazE6eGGtmq#3%KaQb~eK~7@TGv^N+ z!ot}^%@=7uQ6So}IqYtpd;ZC{Kk^F)sR#J!#mHNG+agBVE+J=T>s|^@xPw?k!^7S% zWZ$G7hcD+k5(BiVF=$NaaucrX0qV9Cb*# zm_3p+q?kZ>4AD$-fMrjKb$XZKGhl zE&_tf|C3(GIRUIanmvmM8qAa5fx6KWV4nY}uJ@H$spzXJ68y5W2Cn5uM(D^%i!jsR z6NfBiBaY816~~B-?}h3`tm}%R!dZf@Lkgp@6@q*T!}cl|&9^poef+ zb$EPuovON_9i>C?YCm{0v;0frv!HXfc`k=|-{v+wrN_V0b_oiIz>w>i>rSGicn)DS z6UN`MgOu9ChqwoLXVpIXGf6pStllJ|x+j;y=gbIyHf~Z}URMs8^=1?F2>%ZkXZ47F z3|38YG4sU9FQ2C`Bm}g8lXw2f z#lQRAKYO{Nu$| zE4^%_4!DEDJ)FR3|L_4vOW_ zGvMH$`RyK>rufp-IR1(fWFDt_tpuVsU(s7(^QmK-q?2842{*BCR(Qg!S|EbNnf4+Co3|`@k~xz03~jR=^Nozdh+f-1CRBF?H+a z-&}a>d8?(rw73AGoMB(DX1r%+Uk-U_VGFz*<#z{Li9zf!k#QJf8CH@(40#Qxq`dzn zQ;l5yUfq%<^@Z~USMI>Oa41lK$IP8QG)sMw10ZpvLO>qdNm~n4<7bH$@Ty~OonU%E zn_Kg4UFUgyZEyDT@QLmi*`1rBju5j?^gK~S*$Xo^>?z7PLTQLndHD)faHz9^7&N|u zJ4~P#`_{K2?H$VJO>tMDymC<{tI&$QC$r^+Z1vRlok??CN{dX-q8H#!TJT}}S{+&< zk2vD7h!qLvR!gYI7FoJNbsJS9>hmfMC|6A!;my!$jd-q2F+9RhkC;5O9qP;-UQaW} zQpWZ3uao;~ol#)#iKu_TmXI-15=kWTb3Iw^A;T%KW&>XhPN1J9I1eq%*A-P$!DIh$^PGamr6mDzxny` z2WgKqO(c#a2B(=a(0o;B_F`C0sj1Vrd&_a|aG;J^v>ur}+em;hy?8X1 zV6muU?%?E3;95d4L@uobJGs_y#cX-o=b#i*M`^p7PmZLE04sue4@Gf?0QN<*oQ znxDNoX3Vm+eLB-g7Af!#`@P69W*IYmmyARu*Jd$@&mqGOU0W8f4vKW%}MWM@1{I2pbHfP2G``QQq`|knNljqFD5ToboXds0BNYi+9cMrafwyAah=wT+7CB_dF zUsysr(b%P=E{z6|d>}h7>J&P0{BBTi4BWlwy6D2#r0~aL!X(1EN-YF=`zPM|D^}!u z^)_S_f;Md9b9G(Dl0M(rgQKo?=qZ!Nf!9XdSs3iSb>9%!NOqCX$-nC&4!o9Lz0oHzv#s^ z%E`tUg?LTBagk-U*x#kTwTH8Hi7q&*OP7giDEmzu!0emSQvFuQSuVRntAtUCuh~)( z6JpEe>Jdc})D$W;%%g6lFcM!Vsc49U_##7Re4dSL*Y2)$3S{W*O9#)huV^F4mHl;T zs_4IRCaT8?{-c^^NJnTgmfuBrDQie=KAA8%P zA{KQ_vP7)(DXM~8aUA$42o=F@96uF?bLi6?B(pu6qfD3z7=dLW_P&wZFYV*lR|BiU zqVW`|rz$)TRp0z!jqrj%+Y$le1DGPnUg+v{xGxnJhu92!e8--?k5Op!Y-D|)Z#hsj z2UJu2z~BrhFE+9q9DbC4Sw?WF2TbOlbC-)Yv+%cZ{rqiJn~1G)yNi!z*O^8Drci+} z_gfGoJa}=|czJW0wS`y+@CsnNQiTo+H-k~r_ZJ_-22VKCp^!L{VoBoXR-Hdkj?aZ; z6^+x@k#$aMn;NI2mPXg&pTrH4I)*rK;=l3Ixa$bOpbtb~uG2;YhlBgJb^|6AR2U`0 zT0OH|pn9VtTIA&Lq1{=WnA|0iZ1-GA`JM;<@01= z;@U56lJ21(YoG4BXJ+TWTWseQOcy4~RFlLx4wU3KnMWL6z?(UbBuBh7hSbGi<&zfK z1|w3mP?{Bg2VRUyi)KQ-=zta0{j#J&6(3Zxas@c-SYgx&UQ~5IYJh^pon>I?V+OjA z7ldP~5x=pwc88u(8{DA8na6k7o+h+1SbR1{uWoA3)2``|HuG|6Z;LK<(C?dLq?5wW zbm{ea>UFt#xRj=YMtO-MFXNjPFAYN?P{X2WZOLlQKQjBsWvW65RPboAOJv*v#rARAs z0N=8{XcIuK;}OSO-0Cjyd;~MGWVQv@3g5}=bR(Hl9^CZ0SXh~_cmFM4t|*+yNk5AH z;Mum~(fK!;sCK+=S3FRJN!d5q1S+_b8v#H5Eo#`euD@~bXHLxgz{#J#eU)6=C2+|* zXr(8-IsWlqzg%v*C0n_BSQq6em>@S^Nqs>S)ECQZfG>DKoaybBm?b?kOU${sYJKq6lYI15wN#sR%I%GKUsu5rd z9!bpr@)(R z?Cfa+LR8RcA2cLNi$4T%IB9F{=CoS{2jp^LYxCyFsE~jv@xBdJ5QwHHgX&e5viZe0 zl+|if3m2`(MoE_CzntlbAn_W|^#e8o)=59J6N z9l)|Cor^B0Y-}_$dd$lhYnw|=OkGeDsJpaU8szi9PLZiMb-2L$L59<#0d^xx#3-dz zCbE}^fTvb!GNvmtOw)O`8QDRQ5N};`3-OR;O~*7VYQQa}A2}?hH@3Z_KKnX?65^s*@|M_=#yjRLh&;>=uYjI`%8W+mTT)^$#u=p>c^bBi zY&g#j1HaaA(D~DE{nQ(8K67H`8U?^pKnN5YB0xw((8$OfIt;9)NLU z{)0oq#{WTE!xYmpQGIV^meWpnKJkOpnEVxQr<+OlMdjOuVoUd& zsqOq0q7Dx^RXH!BxCFs6MR`N?S+(4YtTB@uIp5PJ7#*C#*6!E!E1}sc)910}$tK)p z1v%))@=i>($TV#5eks%*=QmsZQ3Gu}zACfe*B)sg!j2uZklouMaAMF|O(<2|dmJE5 zK)O|==%^G8)722h@i0_BILjqX&Q;rQG20ae^&Hs5L>u7(A;krYck zJNZ8geb=o*QS~wgD|xV@{Ks--gB0YXD@Z&bWR}?U`?WaJehPB~iyMdn@#%T#`SAZA z_`R9O{{Dwwec<;V{=sk2Gr9k@KVd6y@6-3jdXithwt%o(NOpc>qu(gAgnZ}%>%<^w zgPTWH6X!^$-kLi?V1yTaT3wDj&?rP{1qhTPCLIE&&i|4k;1MU}oN^}Dk@?F-6fWIc zZ{n%mV9_m`I>EC9K?M#c*s&oS1#a<_)+KkVoykA(mA(D3u4Pj#DAijgFBw6*eM8f; z!D&Kkk8$=0e{hVeY)RL>R|w~hJViZb-P|1f^WtTZPe5-@oLhR3kWN>o*MO~{Xe_N}$@C{tW%ga`!`;9;g^f?Rte3+>Zu8jz3jMN2mQ{fzHW!*& za~FHyR87AK>@X)SvLnfseywX8jj`;jllf3(7==ay)4*tVYaTmjdNomf!hoJ2cG+2k zQq+Wmxt}-M+2P<)k9G2k=z5InM3>v>zk+{tjnrHGCThQ;BqC`Bhsz*KBJEn_tOU4F zr5BB;prh2>TL zCjk~k7}*Q{6Kj|NX#VYmdq<)}U;T;aQwV>RvmiS39hL4Sb6G_mFOmet!p`2IaEEI4Cg^A&PK9fcC ze!n6JRv`ibBpEU6ocFh1mBrtlK|l$1!Y|^xL5i`7R~;Jvf_xR_|m(0S2@v3{d^q!|ly|z#tB=&7VCiOeaeiFlLrE9pZ@| zeWj;OjFoT1)Y-!$KrpdBHmdxCYMC~fcH?Rcq?F@KT68DAJ+7BnrAq=dsnWyKV{BE) zlxQ7lJUjB@+G|K-GH`uwyPwIaAdXVV7>G|YR8jDdx;#Az9-Oz`$yEaQn}9^7aP}%i zbX;sXOPUjya%G6L7BxwRCi=i8A9FDith)8Y0{p0s`PRxAI$*+B{?H$jY3bOp&=gdLIp!Lb1b$EF9-fW-< zc_Y13AgWe+KYWW?orEsAYD*3_=M0V4vDdCE)eg*#2Zzf`c!EGE!|`>+4>`dvH`JML zB`t-zCqd4-RXsH;vb48#M9k#qaf$&6567L6Qc4#j>hLgma7>0q!X?SqZyW+(Qn7+w zP$togW3F7OFS8SbR#mOsqFBCT<~hDI+>N?JH};^Mc}!_3_ev~^lhRoWL`OoP9zDN6 z)%kZTM8I!bIvCONqVv+L@vPI{#V^t{7G)h&ijw$x526BX(Cb;wBc8QJ@?(ewvt|5F zPn>l$T?+`vOF>lXH%MU@9OX&O$~Gv+mJ#zqD%%u-Um-{U!o&9geEg|WY9#@ za$r2P7hF~xEMtxd@q1NXe-7B|-UIHi*Xqse1IZB1HzWbyFInW+#m1s)Lb zbJEc)Q-q-vfU%^lrPk=UOm$Qc;$`F}f7vd51AZy$>098`qdV1CJ*6gP&m^L>oE<^mu_6$JbUH|A>z;dFIRvnMM-D5Aa=AXsmW9}es4o6%0p}K#(*8@ogV8O)Wb?V zX-+gWdBlv^+(ZGnSgnES_Cgr$AO$P;mwUw5v&G$Fv7N(y(gikWzX3q~REvt~VWC z_^pyu=>ye(nH>e-v}uwxF96~XX&|bVMOS5PMYt?vfX)yBS9DnW?s9$y5Y*=vl$iz> z8E)|*)X_Q>xNtCoHVJKiqF^1@3L!{f(zi%zWBQtTqZNg$BHbQCN7B@8LzG5jll@`m;A+ zs{=Nq+ED*vv&mHc~@m4&RFgAI|+s<0L!}OFYQzpGoevaG0bjwrJyPpt` zVQdP$V^}-`0xQTpxHfGbY!VdV;RTdw(AP1TfhHWU&LQ{a^H4(YTP9advf;1MZY$Q+ za3)_i;8JW8qQ(77w8DznR>=n5S!_*~UUlI4a*7GWl9T0ubcXc93M7;AHD|?8h=356 z&Cwh=!?8?|JhGa#lEbPs{&Kwt!4l+2t~ zo0iWk11AxGrxZzDa*RL0X%4l6moe*Hp6E}jM1iD#yHCm{3C>w~AJ?xVKoKj!9@!T( z7Yk-dG9*_D;1C_K9tk5;Y@Vfe_f?=Rz(xr5lA2(-?Knp`4v#!CB}`BWd`?d1gjLa4 z_fBxwU7S>h8DT{)`A?`50C0kEwP^_qRT6Ovydl}_gfsK`{h?F+A5>xXyKV0WX44~l z&rRP*D$C~DcoXPzv!^{@JeB{ChB#L7kqmO9K$YU85KZHQWWrKWJ`=9DbUK6Tx^vRl zl(Fy{_K8n#5p*QZjQfN<858n%u0_AiQJ%+S{-OFDz4?Q8f8(QeBmdHemw3!#`I-bw z)nCLgWUZ61A)ymBfrV^hOahprzMzrFK-gekhdT^+iIEeTwH-p|-+<&J|2hg-!75b5 z196N%)xb0yVK>l#lsB=wJA{Utd$VV6Zt}y{kg#nPpmvpN^Dq&NPWWm}3O>z=NKUI@ zOCPP^XLH(2>39F0o(YBje zZ|O-q)B0CSne`=ggG-*)H;4yIHbEn1iKPJZ>t zD{LTLW6jd12k^6JPW>%;Lr)ySli<)@7JC3Br{l7b|(vLxT*Q$5ie77WwCU{*ZXt0h$D95Iz5l2de;b=PaOiVg-1vMV~wkpr>Xwzg^O}*DSS2ZB~FoY6)JeJK6P4IQhFj({2-x&0}4|Iwcz@Zc+o%4 zo9Omp@13|-45d(d6Nshjh*?(mcup>~y-;`zM%*^iof3uqbS`z01~GM>Rih-70hTBr zfb7uUpeF)i?)2fxpU_dUb6=eACS^!fPzQ&xNd+}Nh!emz8`wL6-V!{!Q{K_-&0GSr zUWtyK(LVA2-c92wBX7J5p7!j?U-{_;8=R%**Ah4- zHhSUQnI~Gkzm+6LJ8LvU8$SnaX^ip$fP##)wn+rUKJzhFVQaJZ1XqG#57|EbEC!k2 z`IDa}Viet^gar5;3CLmL#D8J$H~&+8DDJ~f$9K*N8{GRlP(+;pnJGZ0V0gMCZ04uV zs%MuA+woEa;EqonC^gzH$ou9?PtCB)yMf>*Gsj&$u7* zZFRfK6|e;AMLKsH525@h*K!WI}8hO0MvN*C7${kcCzNgI^KRyGI2 z49;NB$tpxK`XwD5i%O>qu#1hFfWFA-?9outE%4!qVC(J7);0@Sooby8T5xMn9fZu_ zBq<+uP@F9liI2W*Qhm}dXu{@1*HuQf0z2K_>=K2B*fsTLeWN^n-tW`QSFMBv&Pt0u z5M85)FDqnMdEoAdQ1>#>Z8``r8z)UN*WGhX30CYkqRUO~+Bo>h{w6BhnNQ!A8pSPP zx%u$8j^0q`7;f=^THJ_MUs6pSN=A#bO4D~e4RV)on}LDBr_Td^x1qoCS5pL0Vs7eW1d{xMpuKKxNBK#2l_E8R zoJG0Telhz3nH84v0H4$)h>Ru&PzJRDEske<{QCGPQ*uaExHz_yc3ZtXOLhR=J3@c$MP9H@mfgazgSBs;lm?Sz`P&v7&^e z1PIOla7@@C2s_A5qBUS8Z^gVL&UsJqyD!H;p{*d z{M;#euY?XhenR5u2{cg~VHLDvXo8!qU^z`Cxm=sO^q0mRWy6hz_#*!=>EEKh;}+DB zoXX<|>jcBfGmNCrdwa9bqp@-2Tr_3FhvRa@NzBGL*S;qFyQxwW5%P{_T>$Ya@%jV**`Io!<4@59-~89#_}XVq%xs=~=lsRAK=~`&SGRk|Dtwd0e6voCg*W|A%GKGpdp|rc1jMEr1THlV{qZN_cT~6&jBr^a}L{{oHC784MW$ zzL3USF)Tg<<1qp=C+Rh}wz{!4fA5huzV>Osyq{aF4R#YtJh4&-T*S7$b7nTgzMs5Q zl`kYsGmPVV-1e2K0oI}KYw7%{o%}%g12Z9{&-zWpYm=!&a@$lo$~cs6T?=@CRY&s9 zC;vsvFy-}1>}eVnn8{^o!^ienKIY9F1wiB(y<^M)33xrxiYoOiS$}W{qls{-*s^6y zC)MgK+3?La!?p|Xc*yBcx5%?19dcg5rxMxNhj6hjY%1wvbD4EI-$=OC1oZ2NSf1u3 zX%lzFE z&usuKF^E|#{I|?5gKR~&lfbU6bcOQi86m}nlSu#tf03ufyD;FZzo$qrr2Z zQ2g|#yui~U#WS-< z>@B~FW_E}~mG#_lE~`K}6X(cFD}s)rtRbuHS4_(r+vC*R`}s~ZhwfXomNF2G|0tsF zPx0i&3`cmYoq{&y(w7SalyevOGO)8MSo_3R^>6vl-pP{tPton^6C_D93Wjue@mTYk z8X<9n7?}A+UL7b6U)Cl_Xe6)zPadtk&dTc)x3(=C!@ zrOv}ToI;*KPzjmujJf+2!U0R8Sd#a~Bg!SB%7r8EB~R+p7;Y18wG#mJ+-buVFqq*z zs*xw@ia|_xW?{pKNpPX}%nP_dkewb!;Y>N`J`RCvAW!9$A1ROENI?{++n|Zdoc*8q z!Tjv!8ZxW*!|~u55pcK{a7ykd(A*hJMGD@WuQ$(BVGlEjYWJ^o&1Gjfv57|WEZYI4 zzjOOQ2HaKy5kR!pP<9*5Nl4>{w}@sLQah)u3&Xvue}gU%PoDhp<Y}%hV71`V?fEQ z$4P4L+V+-KD1Mhd63GiQlI(;h9Qp-!?y{cTd~^VL9}J4?cyu$_Un}cM+-o!RXxkgp ziMQGQ1n|n^P_iKSrrg%iG{sQ}AHy=h1b$=50HgY~@vrQWuNjxKjPZWWXf`@Qz|7cTx(&#zg-KF*=-C6G$nLVfy!y2|kSy4k(ORiFoCuGEIvD@I^6dR7) z{?s{TONZywp0V7BP*c9i^hd@^S|xjmiztDBI}&pJ;0kpXUN`agO|<`Hx26BG|M})4zqDyb(RbFo78x@nN9o5n zThE+1wH4~?E2CxkuKtac%*`b7v_e+a0;()oYmZ^es1rZ5{>Ut>x2-0Z64(`0Z?iu4 z3R9K^Cv7Z*$Qpzs%C)e(37Zwu#F9cE>mU2Bw!&aD7&X={q*(X3Z({Z^9R8vzyQy{e z6kDenvfvn=tR;Cq@FKQ=JTSp6(I|N~PGNKq+lmIqq*{K5kzU6P`K;C8HSPXwtdw9c zG=&Ln&40A{6~4>ZhS5eecu;8Hm-wX8;&oDk)I0kiYc1T6Y3<{d_g-hV#ngwAjuXOg zl=$k&o^7aA0NUq}Fj5^Ab(t}~*Otv$ihv$BLb=&UH4Zkfi{m`O&@RU;_q`&cfJ=?3 z2b`=2aLEVm@g5~PVh5p`L9!v6jCNya2nGXIMHzLx2FDm4tAaN@G zd@rxK#;v;)hWihDwc|`^)~Vw*U^c+aUY`b5MD%G2p(HJDt{jo?QEv^%E4qlehoERf z0&gARoUX}I4?>=|H}28YBXajzJ0)!>u*e8zQs+D|%9GQMq><%7E|E1X|FKE3W)S|+ zvid|5uOc8o7SJCR#$7OX$n?S^ExOMOc`6DUvBeknZew!7$T-JgA1T3hX_q{)Fb-lz z8lXySXqAOW;8k=R>lcsAiN_$oW0iZ^yrx;&v&D-euz$)mX2DoCj7TeUcmI=-f_WOc zgAb-rguBgky4=jVW>W&}R$M?l1YG?}WbfaE6BHr?0#<5S1qyPK(c!Pu&5wKyx9>cu zAN((g>@U&^fW8Q1ft3TVY}DDPMl`;+bKjH;<^uLd>ZYr!gxqW$R)0-KW+<^Tkkiev%ZkL&oDJ~Q0 z&R0}8P^Mk)uBYmoQ!}`*h)c9^avSWk`|lRqh9{t9507e)uPHkj*R>W7Prfz8Xft4< zozQ1y>u`YhwRvGrPW%!v0~H@WL+R5s3X^e>;y1FYBwRduEApX9ZMECSSyL1b*h8#E z3AJej_La+daQ=hq$ex-MBNQ<@qK?qP#i855M~}&QbOR=eP0A^UCW~>uHHYrXns=>J zwdX^$|5>6cmxb`FlC8^Lzm?O^APIwdbV`?Xx@uqC zBkWb@q61M~qzegBrp~`%!Qo8~($oew)0+pdp=eENUFa|5k*byp5p!a1g+6CEtL1^& zz>3sLAmQ$wFb#HDji)Obk2~X6kLP049MkMHXrGK6H5t2(lWDH+kw;#lVZ?CNN4}k* zm3T}ID0Ea|H9F>!tIo{TFC7f&(M}h2Ui?j9X zfWw8TU#Dx5*9Z6ISqU=E$uCxQsIYa&Y9cIvG(A?r%2R#aYuF#2zDTbo8>`5dO2=U5 z{T?5K6tvg7l#YUSDU#dGx z?4yDWr}1`fGGd@{1WFU`5P~uyw%8FMZ;D5)Zd_yi{ehRrT?*4Xm*2DtYMc-n!TfrG z+8k(|D|2Ir3eW7TGePOxveecI)eodSci0=37$>rZjE)sk{)TYzfltAiZug>#*m2AMmk#a_*gRTJz|}emstJ~s042@^-1RAeK!rqS9~CgoR2p* zDkp*isF5BDuFv`U*l!LDo!VGVeo+DnpM^65N8l1i8}29i;nnf#Mw0q*UbXoS3pICG|E2R7@_V=Y7sJU@*rpoeCC?h=JpA{`(Y_#|YTj;w0nuX^tr6E}H=gw#$L0 zz%{aFRzpbNr$6NeA%Xx*two;CumuMf&F0)FP=3x{_DifT2rSdQ$N4iI8pc!-$R1sl zc&@=UpU!+U?{+cKlhS$HAUh}5s6G<99VesK6obVa$p(8+;PLi2-#2*{=pN4L zN~^se_yf$@mww=l-+ko-SHAz^152#sB~(Ah_G)g!bO9C)$a+%|Rc6hvh{-5^&pz|C znnQ%rU9e-hKk(nFUtn>Nc(y5&*M;3xOa`RQ!`aK1FW00SLD%1KK2cEYPl%W0j`^Hj z0MVO`I6y?hI)EWiPJyEK28y=6-ZozEiUxEM8fl-E#$*B=Nk6jcrDjv_uTpXdsc{NI zj%`?>RH9`PHFsvy$)ivmP6-$PM)}r}D{@!jJ1Cnd2Lc|7yRvj=RQX8XQSp#aQpNKrya5R4`!9VtE%BxTqOlw!;J>!>l4uIdqK7B&8E`wb?k zy7uxoT7sFe<1nH0tV&CQIRqUC)YjfXI-&A*JRzFZ2K42}EiImf16o7oU*)nB+vS3d z)l(QD{bEdYTZ)i|2KY^ELBzr3Pmc_iB=-~bGyyv|$Uw3aNwE8M(&1PYq}Ac^(zuyC z-1Q2W%9pSu+=Ia*@o>t6ZSqkD3*$YAN5SLBlFx3}OTAZ&8p(#m;Lf&os4ZXO7Zr)s zrq92%_{RV65_sDK?>@XJ@8Q(!`7z-vZS{6OBvhJpx{?%%sapr?!&Z4dy zuv=o?O@QO+e~8{06R1%YX4&MJ5qyS#Bd8#6lG&~}+cB^XPP?(-Y1hD=TF^4_KS@~G zcRxN7sc5_$OdyPmh!cs#QBw*omZU%|Su579WIc`eO1fBlu!rSaW?ytZaMPxVBcSCTR$47Z zN~T`B!1G#`4)0@+#n-PlTW)4AXg5Q!u*7x3tqkx&C`twrQa5)}e9SZEkG$3z{{)f& zzc>a&8D2aY*>4?Io7hi_-?ZDn`2*K1XREe?Z%T}_r$D2H4pYz4^Ts~DgxAtDn1Ty2 zttWKDFsmEXLYCtfEz{H#UoJdu{;`Mt-D*FG$DhpQIDT2yh4|t`SU;_9$IUr&&h+G^!@Z27kZTMrQs}Wl=xpmcOgYHiXAOA zb@|%R!gM+dE%cwW*dC}AX&EWhj;F0R^f?wN=E#Bbt%|RRF}f^8luI=ynV70E@V4 z8e+1EeadAL(8~=^@~R(3u{-knypW=*q*Yx(HwycsH&dO9$S)&RCOU9;@T9FzufGhK zKBlLGE@&(YX|eD6osyghpUt%rW=&xy=_MO?( ztO%hfKd}W89Vdy13x9&a^CZkIJl9km;94Qk*z{A6Jo3s|hnKjYIXs1o6M$@)(c?eJ z5$%j=^9;R-mehJ*FG_a66Js`8o;22D;g02G*ZFVGV}d^l7Fnxy11Zo1jtbc=f*z7b zFmRbBu{&Xf;3LYQhE5{2o~NTlyZ}NY9>maBp?uWl)lC(CSd=f^TB2kHf<@X9`YnW& zEkc8_hxwPH^}Cd~gXFq&WJ9Oq%y~%S2Y;$-9tl~9Amd**O_v7I3|w$7EcJ3~ zExw9}KVdY)9%Y!aTS*>@wz4iIS(!Uq#-iGZ1p@`#Jpbm)zx{n_8L;z$Dd-VsI(vPM zezEwG{`<=4%xvA`(Eez0pP9MqiOM7OakzVkGI?_fF zc&J?K$AcP;6rfXNA@LZDXpyvy`9xcole13$LDwaq52*2t7yndfSRMf6IX!8 zPLXOeW4sMBn@C3%-y_iK*bq+Lhw$e+Pg&c~4|F;>iw43X>LD}NvQK0c?J+{0$-R10 zUX!GM`X9bovc#`UzeE@mNHM|O`Xh40qkDpQdabgrei=uD6YU=8ZF#aS8)`}#7zHD< z(~ceJu;n=a!5=pt_|N=!zWB^eO?yFJK(V$FAppOKfwy&k+I* zjvN|Q&4MzGtm^FPdY0}`C`u>BP+r;_Z-HLVE^*=Ik}3XPUuLWxxgiaX4%TS5HX1yk zTg2fm01gI5r@0T&K%ritLjWig`-vGx_ylcG%^85I0LhHG$5aRH4t|-l$g49Ift}{N zq+#V`Vq8~b!3t=6RR@51&aH2c;b57y?Vt-{F2$dbRJ+%vaY$KId*B>sCPslv`thgK zpCCxXh}BUanoXiNgR@)^^|id;k#pWtaVv6G+7npPPzs1sbFLyGCylb0y2!U|0iDsE z2%eVKJ(w}RMP~`IYbg3T5xc?d$Y`b=kKv%3wp1IqzhVd+<;PBbW9Ffmmu6;OdhpGY z|LaG-|6j^My7$x@AJPf^^2aYh2uJ_EK3o5CX7(T2mh#2=uM$Baa~Sl%s?qnfzmehb z8VpMNxiZ>h9I$HGnq=I{d1JSNn@~$!>Q=BhJ-~u>wem*Qv+W$fMwm1e?}!xn?AL6S z?FB?QEiK%7Ux_s9npm__nlh*4_D8N8@un;k^J7`3W7w{29U7BI@dHrTEY-E#vq@qC z=q$GqK_N#DiVgw>m#s#bd$Gpa>*(F6bPs2BsN&BKtK&E}96^X-021u4t*spD=gofN znK@&`xnNn6g-lPl=~|dt(#oa^fu}Zy*Y<{4Lner4j-cfzGpt|Ey3eS+n?29qkn%V} z{yAg={t0oK7$6PP?64yy89IRu2vVM0Y$fi7Cr;t?ysZ4Sw6WM&gZa0XMd2nJI>p8< zPQe@lrWPH`Nv@6xggtUaL_wRyd@9>%nG=Bs&B=r|!q3SfB=!w~<521(p*vKa@rZs4 z+p9+_TiWF470wa2pbZV1YB#~OcgR1dm^ifJ%@Fd2!`GBXLGP-CV-i!I_3GOC02P}d zn1B1}H@??)6JP!K5-Yd_B?KS-3bH`1M= zA&RKYK+wmrC1H>EN>WV8kqcOhI@xW6>hhLVFAH=h)m2%YeFc{U@(ryR2%k;M=*)~L z-}jO^;|3RDxRVz-B?x;T(TDG_2t%=C0>GT9BtU`G%y6&}J}c8wEUoyNu)HzJxd40M z31`ttF}BzRJqrJLJtF9-~IJ|^X_2sP=G z1U<->Bm(TKq&m$}lm**l`aO!GXxTYg3BddXG?L@rvdNwgU!LifnELw=uNa5_PAs3zzlgU%tBZ_`8S5En zsofQ&8)eDuU-1rrKqQlw&_H%#E7|8>q9m!xDpMPnCNf0>wL3bzz=hmhF?Z`~t7|GZ zFW^RwDSI2J;hvh|aFjbK0}zTNz%3ynr-XY*K#(%Kkl0lh87hlsp4q~c^w!FW6zb>z zaDK%@4KaB=Dhzc%ksp7;?d;`bSeXscFEL+rTT4%_;49A0v9=gOi04AFut zR8YBawQ)Asip^RrH^iwS!1zm8f`WE=mxK2`Y8Dtp=8YG*Vy4Yp<~@svucqOc+;CH} z#w*)uh_(aP6&08#9zUoYooc?K{5bsv*SkR7u*Jl6-o^Y|KmEpEwwvI)kG&9@5T3Mm z&Fzw0I&tw4qaMR%C%E zVAtj9B3Ol`kl0MWg-F+@l+yU*WxwMG@t;E%#t zvsDBeJS?=j6J!@}`l?i%^ULOMl+ONe5IIbzT8yuV$^qVf%QeZBK4OsZzB~+z|Ft`k&XmIq=s67jwu$YkXwc<}q7QQOGvQtJIXakBR z041lAbb2Mx`x$=;M~r2&0@2-BLB+e(Rxwy4YksnD{p?gk7_L73z}ck!6n0{_82edC zijjAz_u+16XIm3@Q58*`v~GgrXQtAs4?Ie?I7@O$5(1Tc?r?hq(C(xfVE(a(KRff# zw_Tli*`tJSK^4?Ha>DIaGrk8VqTy&!V zv;evW_dfAO{?wf^6r0Te@@ebklaxBcybw@tYM7;k35TIkR?UEy&_~6gf0z^eRIs1L zHCWrAbj{8X>IRcU6C^qy3c@yb_>tlXf7*aY9g-Rg6n-DFY>t1Gn@3C+wwz{>cptc0F*E5nE@EYhIxXXPzmK#S8*Wl>< z4`Pcpr{Nq#HRj{|aS>A2S3|)Ia0gAlO{HsU!HzSpm?#()ijH?z(kq5YG$Cxg`c3YK z7>fw?846qTlcBkDa#}47Xpm~^_&v;i+?Ajs=0g76`{(~((F(k|cK7$6JTdd>lRx(z z3tMZ;mM_w2QpWmA^m}3l&pd9y%WwaK^U46d7SJ=ILmr7Zo&YSC!{Zp`_lX1A#SbKE zmII%ttl#HOJUx^0RBzf91kC4#i&tp^VC;bb>o5&p)KwWzf#C8pT3dIEY7MmZW zX!0u^)9oGcCSoY)0I(d199q*dAO%jQcmBi^l*NvNDk@giJpLcARTYTdaT9TTu7N$- zX3BX2Cf3JWnL1B)dvwqa1|JDW`4ElevyQ114t`SKd@Ds5hsT%4wTLUu`whldt^c${ zom1UcI$mY5?2R1rLUTP#oX~xK_8g9z6>KONX4-$nsN=3POVmmrYaA^GY?Mwh6`M*B z=zAP94)<{VtU#idrZrYJ^xHLWx6nWK2wM=@Um^~sTA;>RJ_!#SqHI<f zc?&OiU6Fk&_F*G52*ik{T##WAq9=%9_9Wa>vu#dQ9?`6cG1)QR7w>)FY=K%nMqv_h1g)B{Uw`sT z58VA1|AyM*>seC**xl?Z=aaaZg84JE|H(h+BBUoT7_M2H$)@p79$k2Hr3Gd60Jx85 zuYf~Sl9|;myma&Rm?LHpJjzYy_rxRZNg^OPHArBK%iBIRs7A^PCY!*Q)wT2j<$(y{ z-q82~`-PN;>L3!v0!W(xrs%lKP-RMi1=RjRX^4s>xU--H215^(gsyP`4nNa6;|#OP zV*==v#c#9s3HW7+IR^lQwiUPS@J6UqK?-_ksN2gciF#Yhb6f>5loU8L>=XB3IKTnk zc@>dZkSp021+?%4-eLuya@p^s13k=SZ#Fz3bj2u z9!V!~G%}^7Q|mLpg0i&zPC_b{N0}>aP9Cc*9vs2|Yc{FRrW^zwvKmRB#`=oR|Al1WyOX@PkJ& zp+Z)5?BXID@3LHk#*H!-%*H1cJIB`v?bLl$O`Bx9*%9Z2E;^*$6yJk}S1vXW%MPEe zv&v0lh=bULmyjw3_4nC}_?~O&d6@Q52&M>}_i?M#tQ1P(OG6^6oOw=4jn2{*+7&w| zbIghXG&Myk_H)SM;;Vy+=5Voc*ze}p>%UG}R~GizaF~#ZAZC|lLXEUw9}8zeCVG2Z zmWhy|L)myQro2%i9-VzEM35(j+s6E!kvb{E2i^=1$l)0FXMdxhwI8UL)%nLBJTvoc zGrv6Z=%X{g{OEr^^ND{&uG|N__RUjwfBCf&Gv`mf^RrjL(C0|~WO=T&3+OIlTnQ(7 z)F|P>0_$*;k(!}(NSG{Ld8`v#kQR1L+TNugpG2a8X;49jWgoT1Q|{S>dD?XV-r`Z_z06SQC`k@13j~9_Xw%xy(myfXeg6d zopREAe7~b~Dg{%zeei=cYYvCWY9doq_F8qELb#*7 z8VF@YPt=Tf($awPWdtQ>H{+g}Ir&>3AiVegbbkfzufY8kxW5ATSK$5%{K;5>clPi8 z@*^i`1@iU3v`{o39GE4WZIDE@(&wTMM=!v7*`Rz8U;$;466 zjLT=MC!~DVVlJi>rr2)DX)m6-~BHg0pyNMW$ zvDUmCh=+%nK{x4Of*_HC6tMIfyW!HNt;^3HtR2<2tKpswFyCsRzXWOc2*ioWz4Ku* z)daVU6PF9ms1P-gZ6j^C0N1{ z%!e>NtDSSpOPo#j@JE9*)6MI+Mdqr+9^6fL!82=9cm&y?lN@ zd!FtY1VY2}+6or=wogy~H0wxM*yfXw>HqqQxWtB!{I|X*f1=$PK_+#uRCK0Ro2!Yd zuTJwr#~b+7Q%hy(p_`)A5PaEur#Cdh%Qa94I?*mBCS*7iF%;t+$R8Q9{1Cio>siv{ zun4-i+5!o}2TGkIBwqrn5MDhs;A|gIk{24)1)pNHc>X@7O+>^7Ib$eoy{f@R#V(C_ zz=LaVY?#Nj5=5Y)cHGO8)4|hy?^#MjwrN)i3#$5H016OUC~oHoSuHQNQP2iimwnHG zixT%*Kw@h|wc7&SGPp`Y)QluqCfnh^lGgrTUCehCjsiO>3|KH&Af@Og~$Z|5r@0J-<4RrG+!3p)Zu3DOn$ESF9Cv&q