From 69b8bc3c0b955f227a7d64f6d3960287001d2c68 Mon Sep 17 00:00:00 2001 From: recurse-agent Date: Tue, 28 Jul 2026 18:44:00 +0000 Subject: [PATCH] oss sync --- _assets/esmfold2_folding.png | Bin 121956 -> 139421 bytes esm/models/vqvae.py | 4 ++-- esm/sdk/forge.py | 4 ++-- esm/utils/msa/msa.py | 19 +++++++++--------- esm/utils/msa/msa_test.py | 11 +++++++++- .../structure/predicted_aligned_error.py | 2 +- 6 files changed, 25 insertions(+), 15 deletions(-) diff --git a/_assets/esmfold2_folding.png b/_assets/esmfold2_folding.png index ea52768117bd5927cf7b766f1eda0a2d5c72f982..1b4b134495d213d90589f17d4bc99cff9e5e5c53 100644 GIT binary patch literal 139421 zcmeFZc{r8p`!>Exk-0%BQ^OWAmds-+m09Ll5t)`DV_2l3twIqt5|Vk!v&y%s z3@8+eS?$JEJrwGI1PVn{dw>>x;ya)52Wk%rrFK=t!0+`uHQ0-jjG3a~dF6`*dcWVu zecczGo7OMqm|^np^(Xb=vVGC6oaaU~IwB`r7epIgS5veGi|F6P^vK@z)Jj$MnUK0m zKP@$5g=22uq+ko@56=6FY~qrRH<3nVUiMynVdIqa`NH+yD6b54j+SBv{^AYlqvQ)g zU&h$?9A-<2^7Ip)AdJzt|GD{PY9*0;ci_vHFVA6=|9K65`W5Q>pLg(=OXv17|JVD} zg@X?N^%jMGa*5`@-aE+ebe)w(+8Ui5zn6sdtL0X;iBwGt@Ti# zMeR!yV?{a8ew9T%xYYFaPU6qY(tA+vFL4oGPRKBhFnzfgNkw&7$?(vioK&rOP#p*0 zlVj+89LG*{OGrvemUpzFP{J=X`Ov=?u#=1< z$nE|6dZ71zX$=~#>|nk`DMb&FeYz#4YPg%u-#LD*cS&lT64qjdcn}JrFfpyv3nU0^&GpVNE^!D}b-}aBFNvU$h^-)!vMuSY%E)JSH z%9mq%NwwAOXfJ%;yFu*S=5t1JTNn8dLuk*)NP(_^LBCYe8hMc%;4(>O>u{Z=nmc{; z^^#oi(3H^9A9t_Jw6!V4+iEB`*<(^->!Qr?QD*l8oq8^>D(574aq?um zovG@Ad&NnXC%xU>>2O(Z^8&ebjg{cnYZR&^#c%k_&S?~CAvG4Wsn^EA`I2MqZVyGS zV7j&J-tdJ#?M#tNpoidEcJ1Enj*a8)`a?hYV_K$vw8TWeYfF+AI`*u0wZ=X|sEur* zagn^4kv)o!H;SbHI>~iekmnDrtnSeTd7pV*366q15!3_OM8}uMT>V?3C2SLa*3|v% z>FIgSOH8p4HSWi5V{gt;)OZiuwYS|7AEjnG(qcCThQBg1Gjld*#Hr|F zylp_o+)-?W>5#}m%qHe!Xw!HJncXYDXbqRwX?yi-#Hun=Q+AHnQ7?tUHOaS~4kJ`+ zvf}1iz{4O2Z8NnbmavnMP(`KEE|4x>Y@h_r1Tg!*CMwMnNF?k_qPZlp6?-M}f`4Qo z6Q+U@XgWVT_|;+yU%pP}pt@`aF%Vo5N65LWN_sg4mYD0^66WITV}evFD=TaN_HZgu zwP51*#fv)_q7fONSl%wC8nKhyFUQi6OR7ut%)cBur51L(hiW;9WCmfW3}SNIhv*~O zpGxxUDIW=hsT#}>Hdd2wswTPlYl(2P%>{37@7~uEZBr|QRi0Vm37VEgu`PGl!mmE< z8fp7c7k`6S@0Eqfo#SEOm;DA7G93F)1yPs83Sh9^Mekkc zTJGq*yz#EET_C2#Vd`r#2RAp`vWer)kdGGS?0dFv*aApRg@vNbEG*a`lD{@<$jJv+ z6)gml+MM9i-oes1!Uub6kMeKL6U(aJf%mww(&`Lqi(aj`?vo&aQVm8FJZY$-#J5xsyJWTPtbr@fDs^U*}487iA*Pyu2}j@fgA$ zeb#K&%(=ON~N|r z@Ssw!?c>nBnW0vr$=Cg=VR6n|ui_9EEp#~CfU59oGf*okZ(Xi{L9(*wP!xeiK8=Qk zrtU00cY#%f|LT=1SF}XGX>%qMo zgWL@MrO1iwii(Qa2c6T?+5Q0mQ-PW_Janp@hR*fxxvNe;G}=+p&oSr?d2hd3emMMt zcfZbGc?}IJkpvV_R(p`+oW-O-~6E>b!>` zKZGUnm%2R3>8@n}jJdfz7{^IJH&a(FATANWr(l_&Rk7RobfgXm1>UJ?n2)*4@ zy5|Xk0Cy{&J2PtKcTpZRF38vwVs7jcj8)GmDiU-5Rh#(o<;!{stWc7nSCxh6l5AUb zmoiUOURD-?tVHneTAjXWC!SEkVkQ{Nps7gb{pxbsi?An8Fu^C|>^52Qhp+`OH4zaJ zy}x`Q`}FkpPX$;jrS!whlIZ`U$iC9PMVRo&=yoKMNyZJQ1sW`MF4q|KYS#>ld$xVs zo%-d=#tAXE5Y&{52eCtsFD7S3KBMcxP5%JhE|Q6)oLp{5NJz=lzR-h^uEqjd z>`OVgxK=UAcf@nX$8VFc@UQjcpR_a@hFeOxlL5J1zWy(+QFLNuBK3_=ro|$^R2<~x z)#Iz%Sx{!MaM72dqawIKQ6c1N@=XjyxkrTuo#yi0T?t6;3hKGcMaiR5w;b&!^DnDV zucAI=U!J=iusqf!??HoSu*2;o&9A2b<0duBS5&MYr4u zBwCl(*~%pw3C0TI#9rRW&dR#`6;s?*+~eQKG%+z@$e(^OL9;n%<8ne2Cg>c4oQ_ZX zqwV#0FFDI@rLNB&&-GkmX~}`@RCAZ+ZxX1~51P-)+`Bd6-T_*gT3FNUe*My5)%N(c zfnDorubj+U5Ol3Fnp~6t7*^hf1VW(z8FVM;c&~$H&L3m14|x ztvHHxiTZ2qmz*!Aoo0Q zI_7LWIw{RJ)^A)?t}Ge9kS?RU&(2jpRuu+FTpviJY(pYu?aRq`dO0N+T%X5de~+(wZWZU0 zyY(N4d;LI+oQu7jF?Ut1RE=OC+fXi?xA6H(J6*Sgv$hrm)0gS!U=bY?`Nt^Vr$ zi>)5CDie!b|%& z0p?t7-7O9k!UveO#H|38UhKoIn;M3?N10HlgZZO%HP*oa4i4Ea+bt#eaZz_aOn4AI ziemV6u&dtYZEo9!xfq4B4ot3v6NVXh3c$RTZy6IZb`!o~w>ON|Ue8rVncv6et^{Ds7gy&ln%Cn$EY6TSZ zSDJjaDfS{c^2RE$HxknZCXQ#sawp0v??oNBmb#~Io23zh!PGsf>Q(pHznt{RZOxzX zESwmgNW9A(am`sN=Rl%>lh0IdQTnuu_O0s|rk6u0X~f6sGF*juKP*KaYS%!8a7)d4 zd4yNZZpiG5^JU6{a;Bq^MSopSef)vGKif`HN7)2<)nnqjC7_# z{8%%jU!TR{90Nf^iP33nFoHSA?B?a|{4r{(XI_?&=OR@WhpY4lT#Sw!IWl^fcTuO5 zkaF$%bwC_7DL%6OL&dh&Te0ZlVI&!q^pt|z$L*%tBECkUP)^s8D9X8yyML>ok&ox~ zndyDGSZ%7Irj#OfM=DyID?Y#`K z`z-gD9LGOPY8IjHA{Lc!vz9UO9_GDXpP)}$2^|`^XYacAHRKKt@ zW#Zb4>NukkYp&J3%59t&Wm{q$?6vZ#r7o@LnvEv_Z%g7JQb7_RxMB> zx~#8j?EZY1TYy3({#|T!GFV6 zBY70fR>T?N#jHhfA_BL~)H;raL0h(n-tRGF=x<|`V=FBo@yNeIY5;vw8--GYWk1P62fO(}`1~_Dm9yc)7Gr=ix`usS*s{vu1gDxmrwNAF3zv63u6W z*?P6o)GWWNo@a{%AxY^(fJA zWcS)uw{jct{({ej-}t?vbXG3BH!r#)KH&Z$buef~CK8$&48<$M*l9mH>m?>9;q1+% z29f*bd4K_<@o4~RRL>kD?T+NCEpTD?pi;Sey5oJh2)-^I+?*b*1=4diSx!et>FMdJ z6MUlhyq}LY6!Fpi1SXE&{1p!TlmthZ2(^~h@OHsum7YhrKK|0Cg(w@tlO|R6r00>5 zTkEDVEq9tPJtF=pU0l!jNZw4vSA~S^5&P>+`xIc{_|;yj%F(1G52bO)o3W8qE=0HB z65(ec0hApKp=HbI3yHDUIj+vnD$*KlXX+iV8dDghHew&%Y~vkziX*vxDZr{!{%b@T z`qr&fmx0jKNhUK7n-gB&4L7W|wQrRSxHNJ1LHaC_T&AU?i*23c7#s~`9CQ<;?ufMJ z=B%dOK92T011*-J#^;kJn%jjI)q$HO6)ZW#2j&IAG|PT9i%TzWALroY6vB;=aCb!s zA2RA*KTLrd_I9#x_>}RCxWY<<8@IKZ-2Gqg`svp6Tk8_qr=IO~F8{@tDs@kj={uQg zT|bv^4@y_9bn918??H8;V-hPiS=Y8~(sZ-ap8Ywfc99afW{{tMr_i{CBGPVZ;?Xz~ z#Xt;5XJ@Fg{WEmn>^4D_}-47asG#5Nqi1&DYs*UN;9+VU4AgWF?_4_mQ`1$xa7MX zg6NxS86B5j7=@l3neeF{e|^o0ZU^vr8T6nf@0kr_P$&&c2v2NWlEC(^z16&d5V`S* z5xF@o7Z5<)h>>&3AQnxeAL*Lp1x{h0&Wsd#IqdenMVh9jrn;DK*Q0otho#Mn+bPNT z$|;i!rY3>Bt3I`kKisf=n71!Ub^d}i`_3^>eZ!7)W%#0Q<(St2@fDDhLBk*GdoAOm z9IL3Wd!_ClkNOurT8=i5__IB2hp^BWYZ;GAuBg}A`(il?HV#G+gx&}f?OKP*b23#yp^9+o=!CMje^2IT;<*iz46NX)i; zO60^B$5WkdX99|KW;6B9X=!O~?pRcNsUfJIW^vKKJ~XjP^Mi%Pr(PS;ITUSdDT}(e z^p%eAc;eJ|-^)_{Dyv<243GMvoTZ)n@|SBdb@EH_tBDB-Ih$FXyix#e;sW-o3ANS? zVhfVxeYbe#wj=o?f=C;RZctyD(Rn9kH${^Y5*!`(KTACoZ;irQLI<8GWGUH*MK=Q| z47!r>-l=vFeM%VGk8*3Qpzily<~BALR+B)Qpo`u5r84m_2qT1FZmhDHH^?&(%orUV zt$q{JI{DM?ODc~FwfEXqh-XfIhj5T#F!f{9h}~)RUe7e$@{9vM^WSdznCqt07*cA8 z-}0<+xoG?$XrrL{u2T*Q2}>o2ez>3FnD}|}p2&$^^twzKQK>QX1gb+$Say$&?z#Nb zug{2y-S8Wpvw=WevstR(P58Vy?GiJA4$yw1U>fHyV)>-NG?|y+@zd^C=F3Q&5EqLO z8$&EQJ;8BOFNojDm3~4mCdGE3soi*a2URmR~CUR&4vk?Xa9fTaAyt z8SRq)?wiIgy&3tw^GuPBMP^!HMw%1D3kz0hdT9i zaMEZ@a3l*Doe?TKKFA;)^L*}R##tN+Ws;lN8PCc=vnoHeHg_GzF5i1mN=8z0G5|Lr zQ-U^s^yrZtrr1R)z*4x^)U3oRvGzNDG>8~zQE31`w$9cLcJJDVuV%Nfv*(P=bYMa| z^g1bbjVM7-MrLPb9H-r?V<(QI9;~aR?%~1n<|lRK8}h{@bZ?cb#8eju()5Z}<8ZBf z9_sSzLAM`V(`KXcEoS^=iH?ejqKsO#->S2wD>b|wmU^VfpAM=aVQN)2^7-@Zyu4P* zZt5jfdHTef9Iw4RfRpnq_AMkW*yjZ4+;%*E;)LTsYATK?=47`-ZNG>jkA3Mt3H@C> zDgIhyxQgBN1Q}5&pk7y#r;OEdV<9cwnod0-xF!Zf2i%K!$>$NGdemJ=^7*9m7cPtk z3^N`!Sj+FbHLV9kn52@D)vDGE1O9*_Daf0sk)aGkID~IU6h6tiIl+dXMV?;RFxu}?2gtNMcRTSLl;7O zBXOaAKl5yV`pcHbdO zc|~vI&EB6^BskUzy2fO*JAH2pusNw`2;e)8)103CO^lgzk}?O!-rYVf8EV7c#9KS0 zBRE3bR;R?#j=mcR>g?#yZ6mCtJ~&CSm&LzlwzJxUa?mXOcx`rpVlZJ6#bp?5Aqw7nz$NRj>|tt8V}r0tAE5kwKlcDx2NK8xOu6H?|LGJUmnI?aGESJe`YGf zWhB92DPi~qQr+D)h8bL|kL1PYGt$?56dxa_Y;Cbc5uUkv{$^$YvgB=Tr+$7DdUR>F zb6~*K2imy%fq^xS_-AHfY@h8*k5c-ACIW+|{wx@tqFNPoH7l$1p5b_@p0Sr^8aV1{ zZ&=9psx0)ad~*=b#R`Bj-c6ls+|fOP9`Y_3Lx4lx=s)dt(fF0|KPM4GR-Gu&4Bqf|UIOi#Hf4YLt3pY16r+?<907ZB> z=9g1i7(`B0_F(ZVV0?Xk>@dg8E-V!IYnBPOR`@?~OcXwOr2hQ#l2iS9dd~PhH`6mS z3r{s-X&tx;H{IOCRFdQ%jAGU5Iw(|GQfh{b^9kZo-V5mKlQ!xOLD7i)I&LJ>BM`gya{ArRwAS-qbs# z15b~X$M)Tso0&O>6LAo4pephnrUzJblsf7%)Cc)_Y~R(H2_br?JWdz->R_Nh&^k(w z8hOj##n92wweod?-k@cC%ji1Gk zL)c{lPtzEx|K^*$$Al{M)Mv==(L;!80U6xi-~V%D_>7m_l2fctwm`>?W)5;dWiPDa zy&8kx(HX6$D&bQwDCDxYpf3bv!cZ{w7u99xw8IgD$-KnPX__rVt-UDJ+Okls^<3;w z%bk*W84FSgeLguQS zOhuQ6Y);U85XKjO@!_V>KA77dLc7mr%t`hDj=QnzQ6-M4(LxxjW~n^jf=xSIxoFlK zgzQhyU*xqH^|(XlQVivm4?Jn|X5KMkxU~;BDYSe&7jy}8bwkh%N}cO_ZpZ&_tmTCd zXdno6O;l@a#M6)in%(fL<|#Es5pjucG*VTnm0)Q$f8pL1qH23^U0?RISoRyHjCyco zefQNAK4!k8W}8!7l9lQBRU@^5S$lPT9lKqAtkhj5KP~Mv@fSWp^BNFpKkE{q?YOxY z+c{yO*f3C)>U0=|@|^I^FDiGNH$n^lpq1jZQrCgx{5cgQ~;YC070?c(a z&qevL%V}@h^Sb8tM>O}y@%^lLeyad_1$N(~qHRCfnO<%`np-Jurvn{GwETH9!A*Gu zCvynZq0q`+y~o7QbEaNR4-)o>{Y6@~p>g$=P5VUqW;LUx^Ab{0Mjr0pJh+Iz?uK4Y z)76?=Zfg##`DpQF?E}CR%A0Re(OcvpERkp=&&k76$U&P^W(}3JtgV-G&EzRj|5DyQ z4Bfu9bHgp8>V&K0fGj;cFB?Of#;Gy?gAvz~%#{3!mxc&}3;LikIE9ZnVam9l2 z`#9n%p|O|s9((so@{>hdVvnVI@*dxuM^4s6L$_tILziAbIQI`NLkYZwIiPA(W$97YLI69ui}B^Tyt zWehp2dagSAicqeed8sRWOkX@9-%L)Ci-kS841jAu@SI9f@8=_rui>*0m8b~i_EU*b z!aQ#`j)S@wel6XOmfhfW(CyPH*a`|c}z#bACvBBgp&LHHNA!|o2wVk5QW5PW4KOf7(tD(wc9bQ(`78NXTX2 zbb0-8*U50O-%a&>uo7V*G2_i94PNlfLP-q^%A!54?YEh)sWmP~HOZCh}Jvevm}zS@Ugr~1?ECl zE()ib>8qc}tUr_F{Sw=!ynp>@DXB9PV0(L}=}hDDag;7I=KhyhK=K&E z*RR^7y`@IAuDplORWEd9XrS-2Os*G?tSEI$&ls`x65 z-N{sm*{u|9ZfR+0r>xTY$Cik+${KdvcF4zc=^ghYC6v43ng4Au;}3^l9k4~VJ5jgiY=Y)7>TXBJ!QK<7TW{X~*!S-j zFEO#Qf*|g&!;3wKNeE`hO+ z2W8@v{l5pJ01L{Yv9ClpSEA=MPn5L8I5$J+tJcXx;;Aocj^1I##TSTzT&M?qsh9s_ zp%oBUP!I-7L;KX(n;B_VfFK5;iLCf?^=zhNZc$OY?wu9SUL2JCc=CKk5|Cl!7>0ULQU`P-7LVl0&KtdT04V)$N;y?Woa5z zoWy_mY(;F2hc%9$KPn2Kwf_H0FR6tW5L{v?)L;DIKm#tiIlN8*CiT28ILZ!nOR!gi)Gh_+ zx~fB~USaGTD{3KP;sWZ_0nB~WrHjagx=Iq@73bnNAYSh9f4Fa%%fva~*PJ!q|L-D! zKmVfnuegCj_kT>c5S0Hh-9ixlZ!+Bqh+nvn29;oqAM&MQy9XDzopS$?ZlNy#Z`B>s zzQ&qEu+R7-Cj=5S{R!*fUO#s@9PEb@OR@k2Uf%c+unkV9)-6zv|95MU_ttAcz4KkBKQnpB@q_qH8?!3o;lrg zo-N|qSv4q^;a4w%%y~VM%k+USbUnXcCSU%KI{R@i6io0R0v~9Vod(7w7+I%-fvv6W zsO{hKGJG{y=k6T;*eC&~7c2736={9K{Twe*9rajl+ zqs;-DS-nq_*!OSYGTAmuV7}Et-y@u$DG0_f(C@P^Uy(|RQV zMYY>%>_J^h=OWzXivi&Rm`hc1LS~Mif~cA*VcknkL=6gyDh7$q&Yo7?f4^Z?HFb|9 zK)un}*fiZwIK`B9xEy%<-qJG}TU)1)Wl*S&onc!a0k&K}7hjr)(DngPdIu(&#@{nF zo%&C)$mR^8HLx4P0-ym345zn(m?(e9kDqQ~R0i(7nszVh!TkxD$amjuaTHQxhizKp zS%H6Ii^}ee0NZUD{*L%Lm=kevJs)C*Mm#Ur^){6HYe$l|-A&^%fbYpITCi$6!Sck^ zmlLiw7It`8P&0$D(U_~TNOjdsGYhWAqQ!>CWFjjJRL^430YfKGoSL6K7n=w#d8iyY9y)YR;=+ZSMhj`tT1irl{{GcJ2{aLZB_wnvxz(LhGb^?U zb*&tytzAhbS&SL&soxf7x-#x=5@&ZVLDR|4?;EbYVDQH;Muncw9$DaQLgiP{TU){pBX-qS|Z0D3K|d$e`_slXEblzNbfp{&PTv@y|;%du1cjU8IE6 zKuS7#lCz8ti|e^M^Y}VoK$GQ$a&Thjf)ashJIWC1_2bhapetKT^533K1?dKMDQ_(% zP?{;-<$jJ6fB@0>ysgTeogi?1Rb&4>;8Uq|(BV=ld;`G)_7zQ0y+x_LRx^6ve%K9{ z0z7Hx00nDkR1!Ra1z-rRAykLZ!hTJ(AHWXpJRoBJT^jpL5xs_jSao@U5!k0>Pl)7> z9<}0li|F=eFNEwt)!Rh3Pu1GuZXX8$p7CO31v@RraPZX1W(gYZF;Izwru*k=56liZ zTsq~e_tw4f?JLJbSOi!!C5%Ha=heHb0;wqv3pD~H|YY=D4wty_ZJA@K$1s~E{gqoW!*eZz^x8Ci$7FFGSViN zD?vN}S4IY;jAJ8Hg?NbXu_yp!h|m-0BF%KA%0e5m25k4=JD!!9`H<_s=(8sRMhW@= z2oipCcE%SK6!M`Bf?N?`Y`6HW_)4)!{!cVuoAsNdVnsHFbMdX`lGV<}EZw%O z^*4+zbM6-{u&64T-s!gvwge}OT+nu_4#v&9eBUxx6l)m*|i>1 z++J#0>HCVItj~N1KLRr@RcZ!8=n5%?%)wefSqTgLT zlU86};ZKGv2~4HfC*4ma!V5&aHJEIV@{32FR4x?5%xFZvs|_Fvf~S2Y4po-J$Syja zll7(xV)}W}9OqN8zBrOMg7ak`8J(RdNxAZbWu}EcrRR-eK$$OTG}CQ&b*6i3)))`+ z0jkVwyqKz=vSrYV`hKxp;g8l5UNvY?1l-*hhh?doDZ5pC{QRwNq-AAuz|>4x#OaVn ze67dUts&4b5bLhFB7C7?p3%%R>usCf7ysa3M5z|=SQ=A7LL_8dXduJY_c4O=tQv$1 zs`nEXZe*~l1MNXZ+}zxZ!-IX}o|kX|)U|#|Sy|I%!5gh5HS|$>;9OdHcmTdIMQN)u z%0Gsc5OvZRN+NnloiE1f&&Kv0Dy7`1S5U3%!-vO8JIhfQ!}kc^V;8mPu#Hm81knj5 zSaqnv4f6Gq%&aW$tyM>{tLGIJE%ndFH_tYPG7eU_rI2MS8$vVIWm9XlG&K!IcDEZD z3L*4G${s`v`F;aoWvV@3{3De@cAo1i2*E@)Jz$i?~OoWa+&aRyI*57;dJ=-A% z6oW;jy9yl(*9%_7U!VRk!}*{)sW@L!UmdtN;M)NvxTTh)r(a=J-d^&)SWKLrLVaQP zZ5&Iu`zGhO!(V^>^+E#o_^RXkarnVYUd(FxNfF%aJ@{g9sdW7jrSKNC_WiW{K=E#_ zOo5@Y{NAKG662Vdm_aB|7Q{0T_Ip9xwRCjoj1<3>*gbm__)87>1dL)ma+f?BP*iAD z>px;3=0BU0B^bow++Vo1_eE$5&3S9rs>x$o+S;?Ty?G(G8{@6~)u!50`g0BQJ`0Ku zU<;5Nk281eysNa5@D`nKjUSymIZwpnZBm*RqzN_`z=FuF6!_Q9-E3zd-swFD2Yz@=~ zR7klFPa6ulqrbgZF~__b`QF%T^i-uS2B;^}{ zSFK%YPJMl4Mu=K7@r{SNl#QndA^OxOjq8$k!)kfR%?_uFl$Oig2GLnT` z!LK9f__s=rbdc3ZiQS7U>L=%{_5%>2;Wx1`F0$%{m3*)2HQ5U5GVqp;$1k-o@7f%d z%VM#5B1Utgb-8(kc#(BYJF>45Z6Ghtb7I{_)0<|L&@U+3tWw4kil^oxqCuMDbo zZ??ccU}z$vy&$4&p>hl<7ZJfUu&8I(gMuux-t~o{a$k~_;_`f7= zSbl2w?w^_9+{=6^gqc(71~|Z}g}6n*q&w5o(*j8f$#34Q^D$bmi&^zR!s+SkOoIh; z|Ir3alAO={U&!Wgd)PP`hmNzSqe9g3jIHjg>L_i#Lu%5+yI&2GAG`PC>L9CEFjt5~ zDX#y;6SOg&8_PSa28XHW$g(;L%a1EYu@s(R`q(EYgDM@&k)K3z%V)+48T*q8Ruzds zl!c>1&oXjg{ZhyzR^hpt;N75+d#xe>`07H!EO9s8g2pxf19)%N?4BIly+(gV@`bYrZ4Tv6R)3NKxcb! zvO;H^$9kkc@K+1J_xBIsBY*YFt#E8NuRL=@aV{~N!?0Idp=jcJ_K{mG-rN*KBGx*-{D1(`oYHw`#W z2{1`-UC`367{2!mdcdsqz@HbZNp+MmKmsM7wS#US=>PHKT|d#?S_o=meF)7KfN=GC z=qKTID-rke`I*+_hzRSYQKUMFQo#`lVJyd%^xvlRrfNKCKD^{0ad?ExRV3>*(n zY%EX61@8oQJ~qvPy$@Byd3T2j#V^iIEgFj+$^=-3AexX^PTu>c!yEBv=?-@o<6h?a zGwWlISdjo%yN^HQ37Ef7V2Lw=jJ6yZvL<=~nHltOW%2ZeJWMWuCqNS!INV{)d!jLZ z%h0mMuQ;FN4&Vy2vyxIYvxW?jhK|L7vcBNI)Ie9;Ujr-Qjo){AZaJ?TP!Zb49xFqgRz zm0!w2{d*$;njkJHRev(fg1_EwQ8JoO+dh%QjlZ zzSSvBurr)@xL}w5)M|WXrB(%5iKMRMdydif#b!k?rJ{B3vBilH_2K%4@unxwTz#A9 zWA`#gdjTLoaL!w$wHzHsm^%c%0X*`CX`{}h?BoQIeS?i*kBbG2R(VcI0A~8l2h5Dr z1yTK>sA(19cjTP!(meYH#TvOYz~#=ca*$E7UkjWsCP;wY_YocIF>XTM{pqwPPb0kn zA5~98%Ja4v`Mj{F?04-bDkHu3Ss2VEI*O7v{7JRsW3@lwaP z7~->$)dMQnSO6?t{-WL>08DOCn-Usr}J&M^^Ia}5HG!4yaxB~jnht!9YL3|D!=k;|rtjNl|! z)dRk=$kQ(1B@xNM{D74_d&N1bXc4v#uIszykop7RO1h5=P#u3-v%#pWTKaGQJYOoH26SbY0!I_h0BK&hC2zmn~u_F1i7eOdiQ0kJN0~v!wJKNY?MoFFg)@wE45k0j))#9A2TUit4*h}M#S0hP}o<=*#Vy{A9S@=MWI#cg94fdq2Qm%ZcOg+rMohcaS-lrOr)WMX%Q9N z@gpeX>>2fnajS$AKY*_A#uj4R8%7pmbd*dz%mG?2<|DaiY2sw41<*738G^!l&xolOJ4lvSxzch7;!f?^U}IgO`uEZE3}-` zs!mbDm<2Dh2d6<7!zPl!_Abu0a@A)tGnGIIJ)>Sl=Nkf$U_}seX!%=fU{Cx%HSwPz-4uxkB78t?y>WAqC{FVrd z)u_;7W;cwg1x>nu|9K14Pm~$z8SdFRT%)@}tI~lVFu;@8* z@GiL*&c8r{2XYHxl8`i$tQ>5GAXLZ1QU3whxr{ZlD^*i(V$egHHmGMWlEw z!zu0BL&K_&3h#Q$p6i$P-237cRRllH_qX%Us5cZzX##bzrhOa%2FOxJ8~Iz^mUs48 zo9&e)N4R6mA+?1q^~#=P~LwEJAM^w|TmxJmV2XpxldWBm_xd{_qQLBRv4^_mOJ0!Z3sHCUG0pp)go^g&fu|m&S?jm%hA3> z$k4e)Hw7%B%>4su=Ybz`i59*rTt8sDJUNu3`@t&>a-urvsyW8qoUrH=+SO*jsfB~-IeI>Wj zTCSDfWM$BXSWJ{MZm{EtD={|(KiRk6^~8f_d#QK2ieGf6HN=9nq={vhSw}aYiMX6V zmGL8R7*Lrdf(#lS(Ftk)2!>1=YjD5n@iptAlKhhXI`{F*S~15L<+_oagqU|0D}*)Z zSb2ILu__&xX*tzaID*+)oykpkB;Pr%ZSO*?tF@VYn)SwC9ay_=q!mRlBplR|^Z5Q4 zAcld@(HQ_Cf^oUD3=4zht>!~!dd)5Sb2ik!0&$>&nboh0^5j2*^q2{mGX?ROR*?#W znqLDFS_Nk1Pt}-i9YV4@M9*vf+XVzHE}4*c;*$p01p?9d$y3lmnRs(TF&tekFMAj* z5fG@wdw3A~D4zR2UOq*?Wczk3o+4XWR0?R7q`0yFkoIetG+6zPfE^IjQw}W?q)%vS z&%Gz@?P*k8KW3zt%jWvZp28SsHv=egc5$&!q+(ca{kU%q{mjCwPU!eYb@jX(dq6OB z4E#0ZFHE+^@bm0$Ct3FwYE{fcDg7$WEb?$Ojq4{JD6u85z$vV^Q_rKK;OLZWKq(m!DUx!3ZLkf5UP{Dl@_?Td3ToKVrAXx_x@Ep8dGFcWYYQ2XwM}I=-h07UOn@B z2{o)k2gjzhuQFyE=@zTK=LEy{a$pt!q0WpoJgS~6#34Np(h&e7WB^sFH}8_XoE#g= z6Fbv51QU*UwkwYAd(0VUQsHXZYbTzIVOhjN%{5t-g(YAK83YhD0>&1r=R^@ajr6Q5 z?aHLsLLdI%_4$GHBmCM3T#x>tbr8wz&`jMKJDPhb2X+`jWC5j6#3AJl>mfx?JOM5S zjVjPX>wH%r9Ty>_13<|*UeX65_l;~U4;knOcy(y{j1gcIPKex1rtEMLq&+IvY9!KWda&o=PR5pFbr~FMzzb7TJvq z|A>ylO?@0Ag$?;AU`}rWx38aZc6<;^DCP`#g|a=RT=ay;|C9V84t?+BA8oX!hEdmU z6PrhrLTGz(m%a%ZvU1)i-4lwiV}SnpNdS*P%RxFhD}hc#$EZX~)f6p7ewovsKQ&b2WJNC8eiy;cI5?I@}jn6q*U} zFcq;5c<>2wQZGEP={%z1x7oux@DBhb{cb=l*mnq47>HLPMK9rVZT4r|BBLrp!ko}x zNA{-UfMb5OED?T$5B#n6LG{m4+d0vmynKS&>{WP3+LWzH<`uiw58I z16El8cnR2`rS52ARnCWPb>CP@{TFTDNcdw2>vRL%NtXfVlQQo0oX=zJi*|-<1AMiN z?H7S_fpWLpSLajo{57gy;PdUJ*njLBI`el-YI9>f61$OR!`u{~{RB>;f>)2%aq6CG=+Jb_Cpz;CtB z;a*{5>rhUUJOR-97)rW~{qAQ0`YWz{xmY5cCw#RO$Vzw`h1g?HKyzxPl>6nj6c~HW zQ{8`I$NNt`hwTMctER|vBXhx-Ga9--?p5VZ9E5X-;Kuw-?B7qLQ3J&Yjw2d?b%p(g z4`d18OPyGPhP<1YkSBBuNU^JnCm8%bZuo#5dm}>+(hNLi0zF6{Nd55R^_$&BAp*Sw z%H$pt+_Qkg;2haFbFOubUuWLc_dr|$p^eLLR6#b{{D8heZ(JpA^;IAW z1?jk8j&R4p9-@0x(eIxDSE5#`p}wCRpR_4k***juE7C}E6A}6d1o30}OtbQpq>xKA z@R=yasM?I%kC3Jq(AvrZ|Kq0HfQ`A8gDenk6)=bw)IkU8)|$9hse^eec7i{f74XvF z5TH#Y-z$-~OZ|Tmsd)2_x1Wcd_Jd$(*YMa+p%8iW!PsT+;K3||l?mKspRwkCx3A-j zb-)7#K0(!^9AE}UBqvS2KZdY5T@SEJwJXYhb+7F13=h9yMLjzdLVKznTH)HY^gNGN zeRe3Pw$0w<8YhFHi2)knCPLc5CT=Z!y}js*7gAG=LB$pp=4Vl3H_9^x+CgeS-<+gP zjZQt^0Q-ri=vBT~3a-uUGDEq7y=W9&ht;g2(k3@qJ&GJUJb8=(VUeJMBVRM%2^0}u zjtuH%4!#(=*{4O;dDo)4gGfcu*C<>j{({`roHP8DPC35}T77>0@&iGSr*74TdYe{l zYjm?zE^yXxVbIGw#@v9D;1TF{l846#&LHDP;0#UEZ77_?OIPHQ*W;#NJL5pc7EgH2 zp8MyubRf}ltI@Dm&R)qFaBqfF3!SzuL+iN)ukKaor0!Yx4tdXHnh#a~wlpw}6LqUk zsHo;GWV=nP&}kzzq#`!I0J7g?7^#%VmN&oGfFu_rTSfQ0sy_qG*MnP6bhIS5huN)U zM?b{%WCH6K4HmI%kQ4^6mR`XEY82tgVT!2knQje;?e= z096o9XMhtC?gcrsjXhQ(+#2v@Y3V)4MUd&?RNKt}5FbV3SI~Jls;+=U7I}|EYe8Ow ztlI=YYfrZWDB&~U#T)zp69~1P-O9a4R{;pSf2hgXv?n}fV@4q58x7)oi;(sO_v<;l5a=u$O42FqV5WOD;(9#n-ry+k6MZ2@C%%{r(I3m|ra&Z=6(4rjNA;#=E>WHb@uIrOneahZRxd`1d0y>5-b{o3@zO5ho)VwUbeVqfrDXy^=sn1S%D|NaZ2wJSc#68j_Vme>U4d z_EsgsSp)|OxhVvd>I(b_Jz)W7w|<)u?zif)fgJ$UB@lImpTjvLIAbe>J)NvA#1qvj zp+zJ!3%~L$!k3>Ll7)SM^awnyidpazL!6X%&fTHptxfa9QVhz0e;>yKsV*4*4c_lb zE>=&mZbWTUG^#%Oe{uC5@L0d?`}o~b8EGIPN-Bj?3E4%1lCnogC3}@UD-jw>p-A?~ zEPE>|Wn>e#nIyz*Z|>jm*7H37|L^BjpKsqD)&0KS*L9x9d7Q_2Tp6mKbSDWWoA79Z zW69G{t3hmhrX8G|(!NV5QaNGEOeOCWLvD4f}KfaI=|Ihzxuu0YzC~}^ko}dJ1}n3SbS>a=(dsT3W1i# zo_~W%JSi~T98I#`tktuR+ta}(7$O#^vk=|mv|W&87hQjMgZ%f z%JduLY~+sBJKV|F<~C-AuDl!RWpN@k6%kYiWl<|E&s9E2!}d>q3pJTL$EtxS8-I%h z$NxZlLi!5j^j*v^c34hMKkRYV!(m=+X(^A((ch^ju-6$sJ9}NSJKpMsTIxK##6nV) z{g1AKUzD7^X21EBj*gDbrjY$gZ<1$!U^xD!FeB;Rr^1z$Ut%=5x+ou(cV&+Dw{B=Y zc6MIchNZBqN z{v(@XwWpmFVZo0n;#Vf$yn_W)9tuC+djsTfK+FQAq>Jw{O=g9TRZ;B2?S~Zt&@D`3 z=2K6|$hdtMV%+mOK*q@WJVa-$Ez_i-RCq&+WVy{`FBer)q{}r!Jy|o-p=d~#u7l_5 zHz;>7D);j`;1aYOE6PRn&*euk?%%S0M!ZW1qinQk|{J)~C@(k*X;OM#?2X&D-a2JkS)rRIjCtYssKxLh~$w{bzZGmfBcoGf?W z`5YJ6N<#OT_T4Si=Z%=v7vN>)=fj}dzO%$D90v_#dG_fL*mvM7)=;7+2HiS zknPGIsKcGx^PTMvY|OD;2o%9mBL7)hn4b2&$^DfS5rVxqwpz7Qo zl4oWaJBrn~^4-iT6Xi)VoBtCK_zjRx^^U*Zg%NMPtGmN%lAv-*h{-SsSrM&l<#|q= zhn**G#auHkwc&u%1Tfa#t-f(NYe;t-()wu)NiE@})@6VPJzng$5OD%UjAXAErCq6i z-Zkg_X7Rg-?a<(HA}LRq7d*FKbH@oYz{I29*_(_bi;Y}7gTS-HyJy|TcG?Xi&Ofl% z=tKbqAQKas^1B4(`#ByV35hFNtL4BM@L-=FAD&u8;+-nW(3r|Fv#K9t7U8#5Aw>*W z7Mpl!_?`^N;s4wf_GUb&I4LB$*5V0pjcGMwG53YQ_`1UlVJYTqDzV?aH1=V?@BA0Q{)^`ybcUJJ1PNWLx0XF?YbOaE5}` zn0$Z%D_{;px>%RLCmur@n06vY5DY4zWmI&6plva?X~z})xi5J^>L#q1W`x(<>`QCW zzdKzpG5XIlP3&fY|A8ylpu(M+o>mBeF7I<+6e2!SJP)(LFwXPAYyl=(6Gz9~pVt*2 zQ&vz`teJ2zH|VZsum#j?Wd3XXd0};`1DYez>nV#7oP`sfV%Ro0LZ5q7R64KImN5{| z8%1e-iv#o+8#v^@Zs!3vla3KtaF9NLuyv4Emf&oG6%-=Lc4G{gsG)b};NVbqUp^Wi zh)1m>$b$SYF=1M3&TbWH!%uZ1>#TeQPnSn@UZ?Js=Muv=T_`^h3GjvpCn9=Tq#XPq z{3d7}y;(@DwSxL2bCe@?BMOJt1b0|!1<{uQhnaSF%)ygRn+ttqfE#2dsSL;s0X?w6 zLl*Xr^w&RHz90$1EEEJ#G$%^48ebl_Qo>VxQTtq?rpZSkMNFATQMuUJRWvk$F+1I`ngP@DgUo>=F|tZZ zHLvxzk?!n@#Y;>{t>0CxzAM4rd?yzdQSwM|9!})kjI{f&>H$1TH$CHR0Kpq!S#b5# zN?{aizv9Z$ntjRJdeE)8eXXlJF%=hKq}9hJh0R2y|P*UrkhM zB0Ut1uy4A}CaKuYgz;LUM6Q9Sf?6bxiM92+grhHF(u@5HbW4i;7FuW3UcO9P(c@pX zcOj7X81EI@=%+f0dsZqx#~k>ld=pX(dh@}Kf^6S}TJ4~GXFAi#mG~KnlctDNl|&Q_ zziAB;g8DU>rtNOoTv8z3KO`Glo zSqZMFyfIa5uKb}WWyi;R@Zcr*Su`@#xP~rzgIqXx59|~40Rs{`2Jw55r-B* z4SeBUveLfi1X;(*im|E}Ffzn^ZX67~RGHBw#dpto?`f~tGVZP*Rl2Wd4bJCBki zXkAAp^T}f-0XsYZXBFO>@u~;=)V|=i5F0y|xjfDh zZJ@T=Ir|UY1dU7V5W!{UjwK^`hDRQ!iNd9oZ~6Q;qKa8klI~%@i7YxHeTmwjwAPYN z#^t|LXQTUQ4tj0T!@zd37mPwndvMsPsU@PRU z9(R}(7Dh@IPKJf+QfYLj316Bz+ z@pR99bV{dP4iosC)f>^IF2)0TPm>U+ita{wqL{`kS2~%Fk3M%n4&28n<`Euu#2py( zUM05+GpQR}?_Z`%Vq3cdP#)k-+X@1_fx5AAIL3}&8=V(s;y#+@HE!v!lQ$?%R ziICn?b2ys^nVXWNNiRMAceWDrOeBZ?ONk6b`C>@pxUldS=NeKinw8U*QyeR_Jx0_) z-h+DQH<>Odu^!I~Fum)I0?q-2Xd|ID&a`*&d^q^{V6)q6%{>tr#lH2Af`gWF>R z520GZKMQ;UatDLOk(YR52>00OH7}Rfe zT9)YO2bP3_6=t>Aq1dNgU46*XIg4fZufrooZSRUc@2&T8&kL>fVr(Zbt!9Yze>;Ui zn-uWkYAL)+f6+FnoWDx&F}0Ucv|sd!>aAnSsR+~$1$R|gvBRrL8LNWBa*#%TRpD@R zli6f<7*``fArKD?dczb|u3?XN-fTrq3DB>x%6~SDCaFnbFFI9-9bF5cDuEo(>1o*a zcrYc^TJi#hRHk@Cs{xz{Cn7hE&^Y)=?#6o?g0#QW?PM2qgy%2JO-;ql*pz)+|XcL|oD6i?@hO7i(EsE&H?%sBCd$}s+ zd0@s|lt>RR1c!o?Zb{AnO2n8FIxPh32u#8ej#Aibne_l<9}+ZvfL?)>@PY6ekrc@f z%C~?QP!H)5l)`q)mnog2(*2noEy%xw8U>liO!+)0%75(59f+it|XS*g?@ zJ0Y0HtS9Q6ase9-)i&{j#iJxr{a@xkCpBIoxe~$h&^AI3526x#wu$2skgQtpA#MJ_ zl<(d16(ZjUD%h>EB2EXcG(=YKrcqF-kkI?d-y}&g?8Z^M|a?e90rT`1mF3P6KE2J z&(E>hLiMKy8B8>T)L1?cQRij`0?+Bl_2o7d%PeLoXE45_yh2iBGGI`M)+;f!W>Bv~ zP*6}N&x|Ca3)3dhqI^;}&CRRms<3^q!JIW}^R^vBPeWj1U0$H~y?syHH~PwP6XoHh zFOnKa4LWZUp0X<^FbST6MSlQu)~)@<6LW7_I{th)xH4!YNYIWR2N*;ejtV0`UbDc|SzzjtrW zD10WYnHM^GZ`3Z4NVyu01$&n}{G=@d3lQ$Ww!lvAd7mXsm2IfuCoLd3z)e?8ovB4Ha`9=!k_U`xS`|x z!R=wYMH-5CZ-W=>^pM#7g4AFU3iG$)MZpLVDBMB%x6>U(10ZnNGd9g^Wrh;RN(iT- zOps{lJ4)y=UHJp=ig~RjHn|kLJU>(_DDAS$@Yi6#(XeSdRvU43JJYQ$*#XK8gd&)m z)nZuet;9wlVD72#gf<}d-=Q{8cibX$H)1{TH%!UToLS<+HQpte* z{?MCV(fKidk7UdjYVoNj*A{e6Vb*->Z(s4ApFui7oy(hGk8n_|I5&q2{E11A7&$u& zUnBE__hhPs@lj*ePusd49+%GNS>j~uat9d4?Or^{zIUZ#Vg zkL>(y0&x9_nyP(??Ep#IQnXB{I_Satrjq#(sWFe`ve!AcZlX_i`JYPzX0m&T$`Z+8hNdAm zFTb)TY5KX3KMz+e^Z@gg-{YOLz9mh!AP!9;r~P4sP4i=spzwqF{u2dO@8MYm9xeIr z`vMv#6U|g~zA()Ac8CMM!xV+Kh=thhSQJrDRc))r>39&Kc%PkPQsX)J>(G0|+9CIj z2=M3y6Yvb)lgVscz;+y>c9Q7cg8nI;S<35TjI-y1P?yI_nuk z+9UcZgSU6M54RncAGa*A9}WqEoxn7;g-(S365BpjbVI^kzrs*XOq|-fTa|Yfy!OYm zUVp7~;M!YjjG+3{Dx2P5zh<0Z!uVkoHKuav`yJH|q7lM@GKW}B-7uV(CY zpE{18S#cH=zAn-D|1ddsoL0c*=y&}_5M^g{YYOJ#m=(3sSId~K@Cz0OSFg$-NT1$z zBF^MsaOGQ!SHD%QpcCRaaZAqIfQca;#~Xuc%KvJO&g-kL9&qY?EHe4?;bG^y_fH)= zb}S#yVQ-^;vy$Hg$QSn6UpHDh^{ zk$OpbN=5p3msN@(@FZHyNK;xbBdm3eW(I40eK(?1=_(fi2V8-qF-Q-EledB6N4k>! z`4rirmwCJWo!|XsA~CIJ;V2)|U5Wj2y&dKiP_Wh6wwXT_utnuwDGdXmxM zW#DD%x22_^GMCG}{!7E_lfW@yrD z7dcP478V5&T@jNIwcuO-_}PG){)%uSQ8X)?oz3N0N3*s4dQ2B#F4Xk(*K;nB%**~G zBO`GS4&1AFT5w(ku1x8p*Tj_qR()`VX$VMGSl}2MKh7YOt2U7+(9?ftPQ!5% z2=#wGxQ9V>wmD|7_n4F`a31xfXroI_3iSI2a&7dE1{0mF*Q2utF0z4YI=MurS^d2QNKTUua;JG3WDU#u3riHVcJ zyX!fh@+`Gb=k=#NxfW$Smis+YiD4}wj@2x+*9;t{jvt;Xr91qGPk+u&iaJ*_q~S58 zF;##5FlLrD;xC5P>pFDA;)P=fO+dfcwYck=3Q(SWBHw0k-i3Wn>jx%ZuVJwC^0L=D zbPd_xa22CN9)pRn+$FX`ehsN^XWDJJuHv~^FaWNEe zlKA)iYYo96XZISM4#IAE;gCa3ESqj|xgb6I2XcU;FkwtG{bhL@sqMh-4_?+5^M0wz zGnt*Di;q%^Y-0Zuvp1VJChG63^_y`^?i;q2bvaqGC+F6gJtbv%5+diay07gyDND{a zbJvsfUuW&M0D^KVlI*$0nCK1aFV9joo08gCiR&b5S=!SRa8nOjSfFE8EGR$`A1A6j*NlrDY5VI=87zk#( zoXGmg2i491*#mPUHOaKDeIzd0`DpKxM8%6$ImSZT)9$dF*lrAcKxbg_?X0nm9J3kf zH120P{CX*#w&qRUFoiC#BY&hhe531^nHjF+Xgf%R(WeCd(+X0vP2Nabi)I{}RZW@0 zz+hd1SBui}SQq~+bkzq|l^mu!n%kLgtF7^7`H>#g%47#Mt)w2CJ3D44$YybekrzTb zdEY3cmJpnK9+o^4*?i8z~1))2F46O=9^*A0pp63-uQ@zW3H~i(MB>k z2?oDW@_S2Y(Z+0SckKOZ(y8P=zAZ)b{V9*da*yO-eRnOGUo~N-qHsZa?wiu!936?~F|}rV`{eWRMY)x~qieCctC7)TR<>xm%}l%4 zHLnvv&dW9F_RoviYrVQb*#^lT4C{7CIw*8~=cu)4`{=KedurIZxLUr>9vjS^i#K)u zKI89EvoNzgyz0*!#Wm@7znTNDkp#XpU{TwOm=!6!Nh@v+%lI13BPg zJnV*{P7n*z6AHHh{7Xvy6G9O*g4uusrv~J*U$_9vRf4yyd6zrq#U?c-qVxycpU-Q`Hmc8m4gr9$=K{pU#qstkXev?s!cHy%=?9Hp$l$(_rEwxv~L;f}T8*^M9g=QNZP2 zO3QK-$8zzNE-TPcXRmv|gL}D4*yk%@Ju6lOZ{Xav(7~sWvC^FpVb#}^G(MtN?J!Wk zw`k@%HSXG8Pi4v?x!-QqEaUD+{niC!$KUQ4=qvdC^MQ_p4o z*py^{y@~EzXwBC@3(}#ToR#VSctbGq9OYU}=MS)Y*9kK-J^vPyWBU?TcgHPu96?K0 zq|v%dV|t*f?>rH@iRdh|vO@#GJ*o&shS8iMRaMt4Ug+~}DxehW=r0XwR9Z^g4Ze_C z>|x{!yEwGG;Ft>)fAZ2ht?^F9c~jlw~}~78b_ZJdzA>%Yl$EofeV$? z#CUOGVe2km@vm3O*&5z1NAx0TBivl)8^WiHmKxuxIL{Bn+rb53p|ho{t7|Z>n$BTY zZvChHg5-+=?Sf^PI+zUhmrNcm5%pSPBo>utA)=u#!r?k zw@{V2pVijZKHYvtv)I+CZkjIVvOmh?zKJKIfr+~9Sp#X>D&pv66b&WL(obU7()>5>NB>P;gk;d0+xS)v~A?4KP=dJw{9 zjArH3!L#xiZUozZyjD<3Di!4|KrphuloAdxK=qFwnp)DtyGBQZi5Bu3;CaHYCy@rX zvVqw^Eu=?1&hpS{DejCM_ZF+SfNQu7gs?*gE4m_20jmjdSCMp?VBs!P120|&r;7R+ zFgD|Ji*`Gd*9nTC-6fl_%6JcfnC~Fj?G03lgGG_hxqyE%@{?elDGWkT8K1s9zEx&n zBdyS4McSgD)c7-hrVi?#X#c^_+w~hO50^;jS0}v^f64Y~=Q%q-2Ldt?b;+}Hv)-RT z$Y9h^F_Ok1&$ncWT+)P~jFCK|P9zS5o|+eag~WO$V3I;zDrxEUmrm86kJYco^sX&n zAdUA9?Y-eO8ifkA>B(`7LM_|QX)1WO7f`FuX7&|D0%~MG>Ena+lHPsXvzI}7rrcOF|L1?YCMdPgEdQrg|EtuGPf(+N$2 z5R4}Hwyhf}PO<)c=4dh;FjFy**@GT6?hv$K^M;~kch^iaq=yh6fD;_XLK7LvJr51Z z@IaT#XQ7*c9=l!YPVD1LYigy4sQc~{20uV3p*8dVbu{)q?t42EeOjY7-;+M;Md8{z z+C;2`An8^s^Bggv1?_jH1z9*u%uWHY;pghCckR$;uHN5=3%}~zP`ARI7OhX*?Sepn zBI~^-8WzT=3ZVpnqt>biD8<0SCcza|T6Sa|D*}$8{Ai2aaizD+Y-}iv$iDB)a$%r{?e~fK~FM_hojNCU>CJ6{M&JbRJ=n}3SQ6~j_%KrkULQg=yE=0<5 z4}WEVNr>SpC4eD?jZOQ0EuCUS*ukC=bDlKTVvV?DWMouFeQ;{G)d|0U8JlH_yr@_3 z?v&O61d-*4aAP6jLb`&*He!Wml+m~LyUt;0NL!gs04h+A=#+1^Bz0FFZX7M4dd%=a zhDX;SboCoy_VrLy=YTmaMyBMdES_UA<0+Buw6a zu;_7!H(*7Td%Dm0`umsr_U!|qj@t)XZ!6@fu@W$u(3umH=LvXuF1x);%O&v60%8bK zVjhDx`l`r&U^T<#d{*6Q^)%=OqhbJRQCAUx4-bdYf z?!N6JfHWfaQF_n5eRodBK`n@6pF?pYCVS`lf{Xal2^>H;pb!OFy!4U@F%;gl_*-OZ zw%30M%uHQN$?{a3nwcX~UQvtIUl_eWL5s$cAC2l^{bJZx-TLT-?%Qs8JuQ7`5La{@ zguEO{W?J{kR|Y=9G|8+vxegHRvTXrRQSVMlEdhdwveDb%kM!aL>Lpt$LIse0G|v5> zZQ--`5h_x##K-OCHk#PK-AK;X%3uX%4-3s+GSgl1IFl${TP~inG!&OOHIz!4MOX&$o= zJcwbTz17~Vv?!UcU_|FN@S1HIgUGD9Om2@id*No;j57L>t!(c#AN9hS%vgM9$>PSM zv0)=Si+Kgz8lB>s(VcT?oznd+ITmEPbQ%E>7Gly)z3x*{IIeGG*<}~}Vp1nHG612r zL8x-|TFbt2=N;aW=pW;SvaGh3_5>kLwgP<=WWZV+`GimoxRo+&^?&jt$c@F)`UY{` zO3`}KdAdlNs|EyXc-8kI1|3*gc|)x63sk=7kp^LQM;((VL=WGF1G$@!H7FkdpZf5% zj&ILM0p(EQ)6vNWrSk#qy&~?>f5r%x3{H zwQNvbqm_LvtJ!rtEo6K?YwaeuDPtp}Kg35v7`PE-n94t5jbYt+#RgS)^ooVS)BX-l z1L4}+F1N=GlGojM3jDzJqfTlS?GJhH%|8SK!AS@d5DgbSq&_=PedzRi5cNO^Adil`U(J6_ zf3|cx&s+1n2bdW!MytuNQo+{Vey|^<=Hz(gVUfP6j_yxWm%^aaKd=0`Z?`rE{>%dI zCGq9XXw?6$poe6*@UCGM&@&@{4hNbUKD{v06{sIOA6}a^z~{VF5}zd1%y6vz-OcMN zdg6fSLW;oAAIj0fMDs|!DEBHFAOHmD&=v@w1Xo?Ew1OpcF)?y)3NLU(9s=;_Jc(kP zx#tVz4GyR?pm!wHUw&l5K&qfU8x;-jaE3&TjVzRVES@dum!yojbz&ep zl*JfM1gbC;2C`{>F)Y9Y^t94Sb=&{KqcJ(XnB@y%uFW603EkegjAK)77&i~Jm^Oxuo zxD|t*wW1!yYiD~5UiqKnWxCWLew*@n)5y4yWjNZlCZ?u11y23c5msD6ar*k|k#v(R zFfGU;o%YybsIZ5IfPvG=?S@tDGyUqX`G>{-Q7hw}I;tT~vA9wa(~DhgA0OvJgsz7{`VLH}33#Na zXYij_w)Va1P&oR?l+&JmjUVipk7XD0k7Zf4O`#gjf&dw(mg%=_L-M;*>7 zQXnT!w=27=ZCgAj-khXu_#nb!zNjRkoW)y^bTxJH6az7Y@tkXR^pprgZt6-1**JuF zV?hQ{#a~eWQ6P9EDD}|_Q4K$bspifXoo~!-(jttBt3IM`JFS!aXfeHYOBuO9mj4Vf3w>|>4FFio68;Si zT5rEUEv^5gx`<5erXePy3@t0S-`c2&LQ+Hc`}B@$`j?g$ES!;S>p4b4>UJJOJ?maH zp-2F$n?227Up+Ha9o#>D=&cgIf=sel1Fs5jE)_nI_NSwiKC8yU|~IIk$M!>oAj= zd@iVwsRzguigaAaGx|??x(4Yj$qMItwxhxL`Zha`L0p>qRFd5~w)XzD0uSC_T7eCB zHN5gFXKt)$Q4Tjg#h6X?&9sI3oH^I!{7vR-ze$Y656<<8QEz(KeqZRXqB`fN#y=^s zhEpZ7<4cne2#~M7fdc$-u`5+}{!;@{P;39oomV6{p_wFJRD~|EW8ba3sE>@0998z= z78O{2<2V9>p{ojv8zOe1FULK;K*E~`Q8ciKbI9lV5vR$zvnz1K0qo7>T}D?KG@uFn zTC~4ZB2iv&VB7w$(WiaEpm%=p_@ z<`L&=FLa>*xM%X+hvY>{H9I0lW~fQ|ZyNIQ%N87pYQkm8!MY z4vKpYQ9M`$Ec@<%0~C%6;~!}}Cemaxav))^r<-@n@Vgot;r%n%c%Z|Bx^&k+598k} z>xO;KPrLa7jP!sWEHGgbNl3ewoshI&axRZ6{!;S^sMIhNu@8^& zS?6G+GV8UsN9d#D?z|LYH%&Nx$@>e?-6!g@&!cc>Bi$OCzG8csV^)nC1G_R8%23eS zNuCX;*I(vJSJI~~lzugDWtg*6;9ulV?9Pd+zssc?tNJu1pL@)6)%$zEvktbBJ4BySa)M^5;YA+)R=uecpQ*t+``bRfsiiYv+utj+ z`CPiDWoT@!p+HtF55JMX0~QMBk3GJ74J%ji>`bq0r5p-ud{@cXTo7=T@wMWnCZEcC zCccK*<_cD9Ryy0x>G(Sg%P6obB{qMXzE`dgl60NAY%RU*TY&kupg!`@oa3)L$KS_} zaUHNvdF52SAg~CNu~Ka62jE99_Wt$p@$thn#CBkSgw#}QM;Rld{fUW*?_h=XXnG?^ z^G|RLdwPziYP0OoS3){+7qZ0GkP62u_(+15fnM|T&Y)1&3kV4OD0UNvJN6M#QJ)(} zebKq8%Fkwe5oW+T>RhzWN+ehZJow!*eb2Uu5Es-W|F;WFvwmg0iNfY(+TEtzSo9*Cu z9^qmSb$gw!cDG|QG8$Y<1ATmq4>_TBvB8*fL~QKdUWZo9OA^*U6GMmH#~zA0j_$(z zF7c?UYHB^OXdvBzR|Auw6na`8Fxf<}6Fwy$!tc$^_|o{gg-T zZ=a|Y3|{PY^AKuK*~QHrbp+4S{j+XNn(p!I6TY|oJvh$udwBUxi9fXei_X>T((>ye zL#;D9I_&%`=j)!lHDN2%JACis)yp&D>Mkzgs%l|lGP1ii-$_iQ7usBxc{Sl~f+MT( zuBaU|@akW6bn<6sJa%txst?)`fB2<`|MKGLgpPrx5Bx19YpAo*IlkS(u z4{&pHhuG{fy2!$GbMql%{mKyN>hsy;q4o5kq3; z!tA!X;m>-v)s?>)3wy@zoXUZwF-yvmSO;8`#QRHdn>s~cvcf~lIHXQk)2 z;B{P9Q(HN5Ki)^HstEX^*|3O?^$~PGaJj?AtCL^8|7g*|_gIUXyARtJ)U~x~*XM2B zvPDtN&~R@>MMe7Z8#3@gYkg#V{CZ!x)$kb-E~Ecod>Vh^5n6aX&(3lhMBFu|Wi##a zUB5gYbT9jvI{e;SH*eWeXMW_B;2J@;`?-^6H0qLsZtOWoM?4G03D&d=aGoVJ>`|vsW#0 z!`juCnAVLsN<{y>SJ`(jbqKZCj#XX8LKW6)wgk%cHnXp~gHtb$Q*TU@dnGlw5?8o2 z%p2rnXaB6!UryK3cDAFeWj^C4V2`qd21-RH_!$MT8t z1=AisFFyHQc-VD0Lo;9INxr{ z521zz-n`ioiTlh+>OsFWt)|0eqG#N+T6Q|~Kk1sD3cSHds(oj2{@at&a&ouHu_6Wg zN`}A1pWkX+E5tw|d@V@PcUNl#8Q_($()_g-=aE-PQs^FYyriS^5YYwhD#s>wRUS1p zGpkh8ok?{MDyaieZa&&1p=`K@p(Li4=7bgj3+%aizv zd#pvfr<{AHoU6MLgal<7w`Da#K#RZPtPq047$Qj9Gu!fw4C>g?1bMT?lhAm?F4g~Bn3y88OnIpi>wafH{9Ay7wm zgMwI4xZYgcH2n9koSj|P+W3?)yL+Ovux z6qozXGN0Rb*Fi69b$G7XZ3D8DZDz!nkofD4^ewr+6YDw5Oq{;kX)L=7bWW8&-ur4j zNmb%@%#Cuy^gOd)KTRIJ{?-v-%3bzt`$N&tI$HYcR{3Y6FZ23g)f(CqiIunAb&3>q z>ZBm+{qo*bB+;;oxgD0cp7&$lE!>iW67Hm$T0$ai4%uQvqs4A^$sOMz#~sY4f&WW< z+Yo3o_03J2+w$=9t!$AAM~R!GD1f)*r{b^p*gw(Nbg|4dtMuA?naeLS zujAh(-6`vNY0V`k7fZy{qn@7l@;oPd1EqK7z{3+Iy_`vRNU(H{94h}JAbU1zP^%#xFnKf#i+igxR_8v!B* z5OX_!6uF2X%o=%50}$ZU;04{2<2ImS!68JRdAzhR6P=&mX1)@%a>$Pnm@?IwCcI|b zFK^hA8#5Lr=Eg#;pTF>X{MQN6ha~Eh_~L{EXN@NHm2^S$pWCmho?8d-D9+k)_8EOX zu3<2DTmwg?UxDd0Ho(D)6`5&dxVm=67+2n6#c^FyqsRwi#kLc0wRZ>+xNhsI5c8!>5V7 zxxM3b-@W%AA0#FoY=?6r;6(R}-vmrT^mfIC2jSN3prS#=e9w$Omz0!bgD~{VwNywy zFfi~$*TbFS_7NEw+mOcpGF}v_;q|*mky^G|7g*rl_s6QbgsL_=l$$}kx|F&h(S>}-GkN8A%i2y!3X+`cP zn<+4eR()=HJ@j+PF|POb(p#1O(HcgHpxaBn+s-skHEc27>=s5B$x9oax(7SnL?ioJ z^#!Hfk8AoX**3q^=hw2?>eifqH3&P2mecfPY972P8$KLDe>vP@E@+J>^BaoauyFOW+4=;_MMV6N-q|w#K zC$8bgrLr!G@osYE4%1x~-Ye@nFmMuCt=%$5OW6tA5xdTzO(h5mMY;oHoST1TuY6VF z+4{UVA)M_c$Tn6E4mre@Gr2O4Duo%}n;*REiAVyW)X{e`nWWa`1>M|R7R%fH+~*q3 z*6#FRBUw*)kncKl-1z1~?vhGk78Q>gXlieN1RR*bt%83U2PkN4;az?{8~nV4lURHW zC-Od@%2rn?upd6EPgOlATm8aX^!2o@meiM^Nda%Qq@W&usaqc9w?^Xt0saYvmJvMkyX|2@2{u*D0o=im-;kIKBh+t01+v2o-%i#Y;}PFp7Oly_PcTYfZsj9&+wWD=xN_S6`6V6k7awW zjVQ;>z1W07Sxf7HQ^vosTb>+m*K%Fhu0+CG@ZydQ9|d!ai~Pv9<0JU=+XTcPd++Z? zkIE&t|BXx4hf=wZUe{EO5$Lc435kiP%*^=k&^B;N>mDoT5^-@>x^eKX_wU~~i8buI z_39*T-PuCi-8;OrD{3H~SK%WWkyVHo^Ue@cEyj|kt6PVBr7nk-d`S-(qHX(~;9j*@ zKo##gXiOfNRdLMj9k`c$Kp5ALV!}21f|^>!jS*LKSd~7gYq2x`dH293lM*57a*>rA zW0Lx>uAo0nEem5a)P9Q7#}J}wi@Mg^!Kxr}@7b~awB%Ih{S`)9m9+llYf8HOjfFy{ zU#T<*A^3}ieYf$91`N|n+m7VDr*`v(wGoL2@w(!ejBD+7-jyMx^AoshnET41?XWH$ z-<0i_XK!n}3own9{-X0mBkFyeD37o-TTsA zn-u;oKFWx&a9=Rr-uYL0BWd>BU9#VB+;aog-whUX3Omz=oVA@gT)(DEBw2N`d*4-} z%-VjRQj%KW2{5`CD^PH4jQMw0nw~qeda7n%_VP@Z%eH2{FiHA`Wy-M1OMxw@nDWy< z^S!rS(6C}jC^=dFCtc4H1;JjJKQQh(mJDCKV+WahB4ks8nC8B!{mjqH+o8Wa9t>Fe zabwxq&l}W9ACQY{5v5?U9FiuY!!>4pJM3^@j_=Kf@0B*MiB{V5P)0U;N>1+cB-dEH z&9v(L>E2@p^r_?V{x{4gq{u0n#RsYJa}O08gd|wS?+l4pRJeo&D<@uD?0=@0oPW!% zll(@?jt#d|gg4#w_I0IpGg{An?Rh;^GTo78#J^Bcn-y4*9Z|vV!nXWawo8=+4%v#Tn znMc%*9gh~1I|Swr@EBj)iXGlg5c&GQTX`dKhs6(sH(1J@+0YI4j>bB# z`o3mYL&I~M1}T8m#6;6J?IY&o>}q;NAEz5hrMrTduXAG4nly2be-vCp6xNtr?fvy_ zQh^2)6;$Z!1=+Z()D2C=BpS!7ZITYUw#+m=GMwpZ6pMx+DA&DVUt@EVq3#T*Hc>Y* z$rzjYNuA$aT~5Pn$y(3#LLA}ImwQdk*=u#rFW={^&O=p9MiLpR13b9xdBC=G!1lLfF;=QyOe<(2HRfrO zVwv2;Gs6=`d%fN-TyWDYwan>Hj(M8m_e(BW-K=x>I;qT)av9agv@JiWe$^UjA6-%p z{9SxyT#S-1;r>BBJ`|b0FbgxlB@8A*)08eo(vQ5`lWWhlCtF!qC>Gd+pW~^;%4L+E zk|G!ggw6=;P9I6TGDTZ-<_WtQMBcYQG(u zj$Qb*pHb>QMe6Co>hYY?u21-RL1(%rOdKA{OBxN5SvxXjYGy7<;E(zkv+(M?r+Fw+ z@Xj%VZja~TYrlRD)G5&OH8W*#29Djm1v^Y5)~$duTq${$h(oA3 zU~a&ojUk;C6zjL)nz@--(%e*c_bzR1?Mqr(ua5gXO#^m=8UoDP5~zZUNh}1Sy>Zlp zW*@>lCZhb$ayqRA@xu{{1!!yYLt&_{fL9dK2Tv%3mJWXhrp-*}EEYzSsDDcPXF4@% zk9bhRhG+ke^O3vf>V}3ZUCqM;Crx5-Ng$dWq^s* z?@9qXkRy&I9s)3b^d7t&LD3)6R%aSqUZ9jivS*ETzY2ZxKPG2C$N^XtKFQ1@h&n)% zQhW>Xnej{<5{{d(XJ@)Rs4srw-;|5B(d`f}q?QbSby*Bu+CMhxKwU=~{qCU4I212^ zxpr*ceKc*|_+Zb@@mxaa z1H@16#bV);!+d8yhfV@ELl4Mjne*rAKx_~@3#&%_sU1ox%{Wl7wV53cE-}x3MLY)* zyd4d2r&D*;+Xly}KMzeR-CI148ZI4JoYoSsSQ=O3dv7@rr+mTcd%?9Pg)2uY$=ASH z5MOnFOHual0s`E;v|EiOPW##J7OAox>(1-Urw`0?`1qvzQY&TuJdqB}=AZgKC@awQ zY5a)DdaDJBL$6!5&iSL#QP<>owgMQevrxed#AMC7G)}iIksTwihp2m&g_id$+qR`U zbf~VcS-y0+pIF9~uizt%GM{9KO;~*@jl=CougU29q4N0;T*I%w?AW5{kNlUBqFS7u z^)@82FG>9;aR3S#RzC5m+L;QzKVswT94>v#tlv~fcg)g?X;!B9`0(pw6|*8{jZ|HgTH%(W&{&Ge$lK)Ps)TI86=HVdE*G!3 zYgyq6S(X#~+Nl{_%x)zspZ4~vXBU3%_m_H7tf5z}>F{$(#2PGCC@zw`A`6 z+flF`6^x=zGmaXTiWJ?%3ioxRYo;q7mo5Y!mnv!dA^EG|oBfPSv}eYd>^q#!Uha=D zVFSTNUv{Uw_oRh|04X9mdd+)HdcUZMloSTwAQHwk1^XtJ-`nac(J3>fheh#frELUK z!sou7nwUrw&H*t8ssnwDix1vEumH~sZ(wa`X|Y6W^1~->((=4v}v&QXG(wA18RVJUs-#98;p$2Ii5=Ecrmev&pM zhFLqXGC#*e`GYDKn45MG;Nn&uGGY9%^BG)=+qoc2zXp&5g%@Z?Z-W~QLYX-^WkXY^ zTI@iceNBIKRq*9Bo39UV!QoaZKb8KPsG=DsZ#LtPS3!{buoTMdx^s#5g?&J3;z4s^ zaxQsp$$i$fIO;nfB7VfLBQ8V!;#PVp$PjaneRhwqb4$n1iqnR))GVL4ml1#Q`sc(z zM~}N?sj0ZjwT@A9H^HPi4yZbT{`x(qH$h>PwAnEDtZFlHuZ zVZ*YjKgqq3nB;4J*H@&OZ9DLyp8%{wVz7g3X2<0sWxZn`C^LK59us9u%J!bsTMmAm z+I2rM5m+{W=VU-kA=k^VXBvbsMyM!yXsa)<7zoE#cNw_3E4no7+Zjmo$7}C>B+jLP zv0v0KCR#)OV8b2mCDKE}A#nf^Kokt8Ls4*?@Zat$cgwODbeFZLpD-i$!Q!}@MZ=T5 zcp4+iH|+jH&ibHkw8V1(iYuec~(b9r|qRV<0Vag7L4)V4nKbUxV2c=i8RHS zbnO)Q{2eJtef##C*u~7~KZAoHJfS-LzTw8^Ep@Z3rV(EE@6vFG97nA}C*|}uEv@|S z8h#_C=g~uAtM8IfNUN$T>g=z))jUY|Gltwh@z~{Z#&CEoj*{5MBbRFy%{zSB+-q%TXp+S=JE zmBOfmy@(-Y{5Ly0dn4I=>z2#*cr~Z~y&6rFD}ZspY&-6HU%`P!Gvu=DTJBHXGYc6s zZ2Q{0eSW9*H+nh_>fhE-`>Jl!lbF@C5=*w!-M7^}E6Q<(pJfec!h~url6cz1(;R=k zlQH6kcwC2NjrQrQ*+&Du9kB2iS)4miLsXnECtZHqiuH^+R=Lf(N`arSb#MR<52ZGP zzIOFF6~F_o4)vxDS&!x6hHF0R+fl)vAU^L0Y^7>8@MUtCV{A*8bggx<|Lqb)Dz=KHkT8pTs9|bDLs6q}G{! zfIb;FZ;y}VPLvAP+jel_wWr!*;x)5JCAdS@8&-lIr9I0H@_DdTRE*sH2wU=Y8ssUmyK#?DTGk6yvT0u$c~BmwMMj)f?Ml7gB?PG#)- zf=)AI$E+_Iy^clQ1+kHH^fyp!=AXHPTR;Q%*n`!uBc@^U9t!@cLu zSS^jWz#`anSDjzt*|L!6D~emAo)Bi>(Pve#F@ZU+gp~>gY1$!!-!s*ep_Q0 zW z;u#Rg#1+8+0n2XdN-Zhz*561C%3~eOw0`~iu!ZBA&4Jj{!jNpBR(}48I*D&K2{h#6 z@r_rnbOzpAFG!&_nP^^B@8kvl%@10Fm1V=}tj0G}gLNBrj}@o$sA6m5MU-SSjhA^J z?s1=9ntBvMLtpktQ!h+N8K&kZYuZ@vIB!N2sgqX%tNQtD`ud%jU)y|vu{5@xx+?aw zVOXe*J6?`n`#CaU{rhH_tKUgoK8cDx6Rv;1Qx|@=2ZAF=wRj8>`*04)~KB3ut!r%A|`_4_W1ZX7@ZHVUWs*5ZW`Pg zQgw^xJ(cd$oocO8>^BRZ*;dzZ7RC`R6%eMO_!+V0y;@qz9v+fF5rXxQH{MauhZd6G z;Q<97$H4aRtabZT@y)Hf$A>-nbGNJ4m=$K|dF<--Sy5SDOtGNbe)dv#W2MQxXgU%^ zF;J!oNwm;me1sthZ`ycuzr62lR#RarvI8*}!}IrXCqIZ5`g|*DLVk^khIeuDb)Cl( z7ZwBckH6j?C2OHdOHUVV{g|dfM%~%27GmGVsG&%MYiHC{V$H$U?R~(eE)o_Y9-a)c zKXMi@j3l}daHqjH`Kj&&y+cd)Zr;D>1=;w@0J%Wz;*c8WdtLY8&$iQ*o$ZxtQSPU^ zL9P;Cd;#3L(1kW$J*u*_rDZ4gY?($Y0u-CD6G&ELkY%~*MKK@ax@1F*v^}Vw_F3~K z>>bw!X3SnjOCQ|*4YzTYPSf~~B#}u?EwXvts2m@j9}E_n5bB!3-iM0UXcY)*nP@CN&%~K~ssx~OA6Y?Rj(-`f)HXR=&ddRkX6%<0Nb=xP)zaMUvUh43uRR8FH z++?DzC}2uTK;mO&6;3D1EP6Cz=H#rnP2~oVkcL{s^B>qLAc;hyG2szd;X?Td6hiSc z0^SiJs56=M^&dWfjma;pre#VEXUSw9E3L>GHuRYLJeoPi0$j%(7rXjl!a3ka?wws~ zKK+;1mA3p4&jH+CjWY(t0cs3RVmJW+3@#rA13^ChRpa4B^1x$a-*U!E^ftV<%D0q_ zX;QiK^xE*@L(U@cf(9k@0qz|KmJRC8d#=9AL4VfWIC0$1$f0Ef4;|m`W4>)&-QA4= zCeK>KpnXSzZ21bel}n8r&_FEkk!+p8j8P|cOWK5I%MtASj67=kf~CJy+?p> z8s&n`b~97O-KV(PGTnt$fRk&}#tqX}p1?7+3z(rqkjN^jdkpf&DCf`=R|>J`>Ya;vX}ySx{=Elx*wY%iTEl%ZvU` zLH&hS^C78jYbc>9b0L2=`?@R@-`O=WakseReMj_fdP99J<2(zZeY(wh@|`=`SIGY$ zLbX_~Ol6R|#@$hMaShj{x-i!^Xw%k42RCj_QyV*V=lThrJFbb>D6|@Q((-n4+Wrk> zd4&JCdPRb7ZV^RypVq_ov%k^j7cC7wtrK{Op;!9K+|5sRCms%l6GD zJ7MItm$)V2bMf6Uun&^XqG7 z%q$x=!i6(d!qTNfzZpgPjVUce4U2%}fwxLr0hi?N=r3^H*Og=Il7>TJN6Xi@N2}PA z#|~p7H^c+{waIMVQT-mE=0&GHV6XX~2UZLbzBx--S>@%Q0QH1Bb#_4d zNv^2i_~(4$@Gx|9lYs1;fAgY)!)6lPJZei{*FVlSZ1ev4rN+k!=_rEVTwWY~c;q@L zZ~|}*7au2p%vWJ5F+r~EBZtJrkKW-yGl`z5U<(<&vWOym*;&Xv;w#!hMsh=bnTDdX zezXjf@pesI0O9DPi4icKDi^mx(x|AYD7d?WVD>oiZyw~sk%El>1;fV$x`JSf1Di+4 zNT7)yTADC{eF_84BrGh1KM4#9q}g2DREY3$K`tsh1RW;aBf&{nfQaA1odpcgAYvX5 z+Gx&Wz0`H0hf<8T1V+sNl#yx+qt@io$}P)I857j=eOu;SYPvifi~_0JF`nbykQ4Qv+YW5oj|~WdQtA%6hQj;=xXP%ifkMyH*F-T zkVSGtS%1w1d;nkwHapr{5J~%8VQT1L01HYz=m;x`ASkK-L`^na8@+sX>V9M7n-20zf2~8N zIHx!s28}uw;UGyoQ zoiIcwLp9OA7z#Em2~;bt7%-fBwpKubMc}g7>0IX^c@(pWzydK z#{AKjs4q?xNuiy?K_=x_CVqu|o2+WKy3TT?ZtYK_VT{kZx;iVW!=${0m-(@ zBeJdn7ENDZKmq&Y^XJb;wX|Fxq^H}CQ#}hzPv;X5h@U9~KOqljTgB`6%2K1-Sm!0{ z4Fe~^KaruS!3?a!6jNL|w?1d`sM^YoKc9iqAjUoaDTqw&tZFwor5q=0pa7+#>d`}G z^4kSx`qq-~yhR-DZmuK2Tbszk14rn9@FuiIJHazX`q+)<%F8Kx{x)9Z-PZNHcl+0yFYjkO zv(;9*TZQwFOYYvVfdkh|o=#t>tFajgYvUPz1Bc}g+CM2$q!Q>W=D3)Z$Y;}PviyCG z+aMtcenX>!<>x+D6qu}jSYGN27>n15u||V0&HM(H<^as z)JETW@<~58eWy;=qvabn6^hEuwJh6*2(`tC^Pr7Mj)@f6cudF!QupsgMZ;qEGrirb z5VYto3leZnu-BxjCqR65kl~Ol0udxJzi?p_VZ1|2@wQ(W zl>pQ=>9xIt$nDSJ+llcd(Zxjn*RpKMOpbp5qc*#!dxL|?!C-*(1a*URLC^1rx7?B5 zr9V&gPn1n&FipBN*Xvdai3u9n50p%Nxpn35>L+oW`VhTdkGqdhz5h{i(?;Cx=Jrh+ zA#XVrv4Lu`rbsF*JTzfPgMI@H#0CzST5e#COnpoA-_Ymt+m?{Ezq1#Wmyplv)q_;rF;B98$HUHO`Mku2Y}iu!vjbZK4f}| z-lk(rBJr30JEmjGx&#$3oUxy0=hm;ds^}GNDSiP%%7cd-M8_*6T#{X7mH%Me(zQjL z8f7ay`E|eZJu8xC;AO_9`diBUhi~ z%nz1)XwxmeER6#)=ooq2EN+p9GYq97UN7y<;8ZLpADZoCJ^&iY3^8D$XimbRQrtW; z4LT3c0cXtX(aWh?CLpefRhY~-Y<=CA|45?_Ryyfci*Yh69O$XGqd-nJh&4a1sPIos zT`vcek?Zb4yqk6KvI{5JIjuJK){c&lqq|AU>TuS5{PN|MY4^Lvduu;^96ohdq^kLM z+b6g1!8!LSIxT(MnO0gV^44p=@vq{KL9&VJa47AW?1{Y*HP>K##rpux#4lWpWH{8= z1m^at?gXu_Zo&&jGzYJ}<<+c;xZ|VI2eb?~@rtY0)z3!Xflv74V`!dX)V0`i`@|@( zs`%zgzq2@YofhZEJI_CBtmIrAJytepuhX^Y7T*_CI_I0sGrfm9jvC}i1Lc|U(f9{vz>HDWoN)n_#)Z!3k1h>lYLKX4v57YGCfQ^9QFCxr9Y3hteI2_zt4;Gl%Y{p zr@f&fR^cJYNQqHBAom!TH}Bh_&&=LXwtN3uO758#xK(RrZq8~~%;|mk!Q7!5vdgU@ zQ@{GHPq}2aK07;TapT5bX@b*bP(u$*!YUeea~yS+YT%tpyBuwtdpY&lE!=Zr{c!DK zTrd^{Y zw!YdWx%gK}WBg=D!0$Lu({PVWBe662NkK9h(LUWwFuy_VDbp zPW_YDU3paXC%J+(8yg$fcWc0!KjCO}=z*7e!|Tkl7f4_HLpowvn}e9^3hBjf3rT(r z9h0nl##6W0!{&7FyA)oerr`jqam9$sfPUYFw|~XG>a%r&0bBMNrS(6O=%Dvfd4Q*f z*#~;X&ExLzeI}hvTWj*(`ya#w2}Ii$_$KpeSgz8NJVBk9n?5$XN&6-!SCZeQ=hZuj z1e-$!MP7964!y9o?&gbnF2Va(d@|mCW=$~xfr{g!))7@wEz4HQZ_EPxnKnm6$B?*^k_?oDvx9*8dv1P@` zEke(tya3w^W0@N9XDA4N6h6LgQ6tZ23rEO(W(rGR9ZaUzz(E|Z05F6uRcpK{_9mq& zT0HbO4!|<#Sm1f8woX&oNLokE)7kVIKmINdA#=q4+O@wTHBGwmpWwOfKe~joND3GF zeRU+PlUqy+b^+Om0mT_ChS8n*6h>EBrM5Os^sk?76Ex5;4W0UWTAO||O^C(Yse!MT zMJ1DL?Fs`fA6Zo#f3r~3#86<=CZVNU>98W+$p0vN?4w&xS;B4(Uo@92BLVP}Ih^LI z1CGB2GNErG@#j6F)!7%MgZ|Ox%?It8eY0cs_jiQa{O-)R-cHzcE{JY56@Px~47wzY zLnDzuAzICnCl`NTUO2B?==thGU8$!!e`hZKnBl`9b}IX}!=g$Pg1*G{<_(}B`kJpd zPiFj#b;wWJxqt3r~;>)(= zU$4MV&H6B<8Q^usmDa8{F)=8Yl$P>-#eD4P{7t7m-~7OE;a#v9d0a-XS0jUGUv$PP z_p;TFQ|^3t|I%uAc)~VQ{50x1H4*9tCySb>|>(kav{b}vb zc-aNsQfYN)GWcmyq3`c1U^C(O>6=i?cn+QmCuObdSw%(khR4pIr@Nr10tbBa z{`}2c_$5&F)f~bJK(Nyd8r;%HqHXrxKA14sVC*zg8M!vw!se2_2I=Wrz*lFjuDp!) z>^gb5W#5(&mmklfzIpJTO%?L#?>sO)F%{rNA)uXg+F(s?EK9e@>wL?If|63q(Bh-S zET>V=zg|~J-PKp&KUQ?JrZR&KFa zUeG)C4WLeD)9tK*r@9>MBBf_XPx=%(=(^YB*-ATRe^ij$XO|@1TXDWf zzhj0ebBtuQ1yhEWBWANUB$)s&|%xwT4-sJ=teWi{2CBPER!8_#KfJT&pj zy>aF=-tlQf0&Pt?(EoI}q2o0E%7Z1!9ap8K8lc{e5ws`nRP%ON=gt~*Sgf?qipfI2 zgyV>cHJ4% z`}s=5GZJa&{)B>F+rE23#?q_7;(M#C?@G=8Qheq4D~8#7mf}OSPO`7p-e~(3+Gxje zx`^If$JA$lK<72(TIn7y1Knae&#Ru_4-&TFk8iw%yauMD!Gy!@!h=CuZ6Yz{eZMf9wYnCG)ZiitoFHcnINsDa)SgD#xHr6J$ zl1p<_QG*H{ef6`@z0|wx|U(fijxH#)W^2A`;3|3M9_=a4l*cT zP3FVPMRWJ-{yGAJL+3-ylO2XKtSlZ4=LU8kDDMoa>6VKMm*5m^X&A1&FlO@YYyS2# zQonzl-~LUZ`N^%-<&ezwqe|k(MLr7G0r=0&xibfg{FbT`ery|8Ons_@c(U8UtujXR z|D777y9vZxl8q}Co;)U~rgd(H1(}zN&dAT~VW!&1ob?_2gJ|uNuiQEh6YeZUg$YCN zPVHS^O05w1($j}KV1yfXQC8pgRnE;I&WovucdE1_>f7Z%41#+4VS7&rh*o?gY(`$hftA7u^SZofEx{;5EI7%>f z81YDndr#^`tEfP839NK`1cVM{oNPTV>h;G>+<(e%uXOw6Pj0&o#bK)Vhu!;vEDKJ`3Z|C}y*p~BGoWQ9j(E3RcL znw9zfQa6-JG%obF96D^@<-+u{SH9fgS{-@!MOZL$b*+Zn`ofxY_Nwx~@=nYi^Kz2x z{o*@!ccSX5Vpt&LR}G_&72%fD+aKFsvds=@IL>5z__~;y?72yICKKXU@>dv&{Owq+ z5U*(s14dKmm@Nc{QYLz{y-ZEAKEnf@10@V*)SU8+@xmLirZgeYT2LvuEZ)B?{ZB_(}3 zdI5U%t@4^69#t?fw)NHQP^@b`Q36%(e3C0_Acu2{-!mRou+vqi*Y{He!g%AZ-ap++ zedU=-dwypo=BJ7KFO7vvX51`iIY!=(H*6E4;5qe9@ykLkr@5u&RDCDr@Iz$GWbj$> zU&}06%@{juXJ=QtYw+^n9bxp0o1VjF;By3!C8I6wkozwm8|1pCJi(jhaa_D`;lkU& z)B74ok=l05$Ye4)HBlW=_ivJ61t;$$%W6d&$Ta4FfIoi!Ccjdk(S*gDolTP`_yl9{ z+1a)QAvt8mOs?h`YI97CifnCCK3l+s&8VYg#XYs3GQd;fyTk(T@Durf{Ub8V6>Hly zhW;#%O#Ru4YR1d?=H0ou2;O2{$7R#@_!jY^u*X-MM<9-DaW3Ahgc90)GV~-3;u;QI z+mh1xfms0#(4y3ktKLC}7TZ$6Epg%Y4Z-@4;ttxIS%Da>y|)o-O}x2te6CD{A{zH>fS$<`3-(Y1+Nm(^6^R^t{?H zv7!(;TP=_vvDQjKWTrD7<#;xsXw-2OiP`MlcngO%PCOO{hJA-=gcrphyqdhr4=eWI z)YHv-HHzM=2&%1=0eh7hPh6jVkX`X+-P(yeH{}p5KseS67bGhmX_s6Zo>uPeP+AOF zN_;i4-OFs<+-Sppme=G>&Z?i&n{JueFD9lVb^f~dq=6%PL!B;OJY`^=s|ykj_9p11 zc!6Jkk2?6MQ|LvDU7HkBhP*ldarAO>YAQKou(ICXj~`7Fo_Lq{Ug~S^mn?P3uCK#m zWR`Q?IV8}2+E#wL~?r5=7plyq-jpk%vx}_A*t8j3iZ5$*m#Nx0c8th=+p@hQ< zIi$3LG&AON^p>Bx)wBwaDuOZZ4vJvz4&kw{M5oUEkit`s0c;mICdh2%Vb;Om+tw%Y{ai_cbi6-lSS(+!I(?6F%NC@HL>~X1}ZA z-NQ{aG5%qc7mFU7k2BsonDg)hdW+{u>(AQHv+IQ!8R;9!n{9o~mZnkf^xJsaR$DG{ z?dzWKg}p^f3(d2U^W!(dkp=CHuZJjKU`?U~JD2v{t#Af80>{bqL3o-<-`&e;UTt0r zYtu2(`*;YmaE1fcx;#wGwv>rSR<3-|+19=^0wqAB@{`Vf{W?MYDQx{=x!QMrnN znX;>&EY8!wyJSY*TDO$2V?=8`sQbn|7w~=;p{UbC=Pm7_S!elii`Pepb?vEN*0m+< zY^c8W2RClyHbj%t7{9`;w7ZFpcbZi>Ln)%hypSK`M9yiseLcjQ%#e?wQMTeQj})2y zmp=UYIXMRh%d|S&(1E(22eLMCAfL#pzID>~?`Lr#YZo{BSxCX$aXuQ|heDqfY{EAycmGa_;j*9oY_P9o zspp>hJTDoejz*5`APz-K*b2 zG9%Z^_JXP(x1Wr8xsCFvlxaYW)85^!@2l@cC3g9Ha=(1}l5_<_o(djc<57j2C)!L2 z)~?Y?5ls*Ta1sduA-pFXQSo&y-PQIxhK`t>=CYfSV-YIH4j`Ru`E{PAhLp#$ddTqu$FTfDgQ}`Nvk4_+df}6!JB6SsBpdO02xNt~ zu*Ynfbd~m!pK1Mc!1GM1#`&K$37;d(Eb3r+iiN5pt$1(1RW*C1@%ll3xqQx_0gt4% zlBE28UT&XVn{1pcXpSJN{jlVv{6fMZ(JIFB!A>-5pN5fCK>7)>2XP?Oc3hwLlmR@n zlGq44MNxNa(;j#(U=+aP6=#(&&?B9onPI6T5aOqa!JAVM63{z$PY>#l0#``!40KQK&TSZLJmg0iaw;&@Z9aK|%tT zTk9g*L<~#dPuP{Ry21A)#)cD3j8e2CPdd{XBH9^>LqE{NvYVE+ z6}MVtg)3Kl(9S%zpykHwZ{ad>gF(W>sJCOFsA@yYaU3~%|l9Y^)kpxwY2)#nCGHyl4zbV7ey*~7KJL){Z^?~FOs z;wQP>-~Fx&=hk*mC7x-DdrZUz2O&mX{a{(Y@1-oYPeOL`}(aeGJ59nADTZlpUcgGolo8F zyyi99EZ!^iOf^K6y_zi<6GsXAIPtNMf1nDgT2@B9*FgFl7NCj`FQpQu*4LuB8qihnlS4EM|} z)_b&VbG0zfT5S$CuP?IfzaYSO8r1n)xR?;hYb!_A^!FWLC?~L zl``!S>%_7pRz;>2kuO<2@_F{NRLj=OlIGsNXPloclNO1R8oUoB@ zp-sCM?~?t6-R7}Nr|8$Et4H?v8i6Dv{2#c)jF9cur3p13eor3T}kOXV-jMtRYH1cp^S}xG7Kop&x)Ivy%S!`QuZV z&NEa(!_^_u!nwIip6$QhDP>=FcZzY&U7q*$qtPEG=FvTpp|0WNppv-vB~^$saIXIS z%ZJ_0D;KXw`mq-GDlC=u(1j3U_cAfwtwj^{sfnV3&ZYBnW# zAPbWjFKeQctp?EoCoeeuk~k7kb7xN47)S^GJ9=R%@q1rN3%>^K(cgq#n3vA zi*sGFM`pZ6JT-Un6b{qo$?w6i`t=;7c`fxQ;amIK*v!!ELF#XR-xqyq?{L(owjH{2 zrylpgEpMcIf0(-8my^@xFcgjbNIS zPkr_FMjHmW){0D1ALe5iYpqztjyD}?uDt$XZ#|`>k;tPa*(F;1yc>CxT$uHb?i81Y zYM%#p+!}B%nUVtAJNXxw$N|$f+#8t!Q>T^04LmDn1uon0x@Pyy4)Kab%PvH5ssvj8 zP8qdzY;}{(`fgRxMg#w^IIFUvV%5`wpDtvOi*S_o$fd15S$_l5k0=CSpDp06uNhf_ zQ?1}=AYV}P(W-_o8uR->k|^nLWbrD+nxXMeAZ<}Gh=NjmboZ?t`m}A6&>Gtv@Sq75 z+Z!Vo&hcIF7wV$Nwg!{rS`63g#f$OnCw&HY9pQ+I^09|I33tc9y;`vCDp;G$GLm67 zVb;DkwTk{(^`%WiDlwNSZApOidXlZnMu40&q!r)5wsg;E;lA7Xt_u5_m(Ooy>Fzg( z5KFSXqxP|%p?r&cfP-zO51vZby*G38q((jC ze5zabC#T%oePB71QU(-}eVA_M z^$)sPbCz4Z99OJ@hpe`@XO^<4$<8rJJ@VZ<7CYM!KryivxD?J|MXR)AhKWVje$%~V zpYxOffsG1y^fzNo+R~O=Fa6AjT!)0+F-F@wH*oMlC5aW#squrk! z^&)DI6h)i5i=PLp*l1P1=wqygH$+3AKMvmJflBu}0H<0q;$ zUp?QhIe$=9qn&iLaOiH@PvI7J*Ksj}%~ggLEL3sjjFsJC(|4)FF$?NH{*`S)rKYwt zLMs2$s2a`Va!E0Qt+M^wxg;Ngqw#oemO$#B9|T!EO(RAzlHfhJIwnyG%xXv-6KuA}+DkU}{)IX86O_TQusHEh^- z>Brv7?B4qw9t>uW<0-pdJ^FfC*6F1_o;J8q?0aNDvd66Y)X-nXs?~ukK~~9j!sj2C zynxC@Xzjac-{~IM*k~a?7$tOHO>A(Nj?`Qd^Wo8j=d|p> zF>xlFsb`Z`Yww}8mJ8$vLekuq(LX%a;ygVIF8kxB8qXy2S3GqauiRF)BtCI6Y(=;GvVMM82w25EYbzNvy@`3zn=1i>+SbAgz4aV&3nSEN^9bc z_zWt@nM}?JyX;#c6CDDE3LDD#bZuKQca_bH{@o-~&q?KnKFfp8pZA7^H)iYYvWFQh zaI$fzwJY!y);F_-s^Fq+6wZF?^g^wydp%;v@IUoy45G zg;I`uJHPxw>7LybgMjl;VdLH-z29=*dXKg6?XV)b1aQ#$U9K6~NB}1o=pfLUF)ugB zM?mYleEG7luYx!=V6sxp;v;4j-yJc%zutmjBVEa3=rC`IGr-%jY#&GG^5#xS<=cVA z>;ls&>`E}4xkzS5qmCY`Gy z%Qb|8D}p|G#pCeJ}gAMjOt8lLr5&LP{ib4g>5j0 zcDPM@_aT;&wBE9y0fZ2IJ(&*_7c5I7(^GvxHgWf~92At>Qr{N&9QkstVp!Yo*9vd` zr$7qnP&=A@<%%|z+QSc}f~&$TNLOIL>7$XdM-IN25%Yc2yyc3o(d4WsH$KG(7fq^v zd9(Gmyo2Gvx>4Dd;R^|dMpRm~F!05!Ba?>LWR1oMzl=|$JpTj~fNlynn#Qz1KM^)} ziu0lEL9Kc%9wj%yTw_^+BL}L5L`-DfqK;9Xs(Hz&grC(P>$fyAGNQvCQ0UOPG-Y!^ zdlTEXw5D6>E~BD6&53OJi6b9-m)Nhg{G^W0sbDN}=+Zdn6Fw!VUrrN4zRx6R7UYHL za-aO0fg2Nb1AIUP>yh{N%5z9B%9}F zJbe@VUfY^<1!q`N`MfmIN;-F^3JtH)@ZP*Z&c4&nYI6v2zP)FP`i7sR6HaQm7#|2< zd31+JjD4x=$*aLB1``BJW%k{0CrQ}%K-jcw6rq%ou7tldP%$uqx|<$9W-O=yJuqRa?quNVzGnnI0 z?+r{=dFFTEZdTK7-~TC4#rER2UKF}Wuom@()@Dg=eBIq2yhm!$Tb_pZfR4la_Jo1L zGZQs9^#)`+G8?_h_IC6|5^uG}B4k^_7=wqmb4`d!#(P80QQ8ADa>0}bIo^H@+cO-S zw7Q4+r~Eajd{_Qh-hckekuthxMnp5S=NcZ$Ho1K}8s-0==W*MNnRIJ9%xhhGGi9!Q z=$-DL^g$a-py%=?joQ-NL{*2`-g|cF&lG}yuoOymp9{^|MY9Fq6fQ_JW{e_2yUxNz z1qTf9>DXcHXV7t&`SRmOtgxVny8&qBkSdYihwv|Nx$-baz2VZYrCSrZwKp+W=3ko+ zB-+}=f8DAmkKy8rnfWzF#el;jH`=(F1y*e*t=@(XI$p^e*U$;6C#u2@^2gP13f5&0ga&B5ptzYRb^ zuNVp@c)@HgYE~8MvwpX5G@5xpZE=8AO#};38ONisj6inHb+CWGJAL;QOlR${w$_Mz_ck=hQ-S>J?> zXM-^krDpCYYrbqva@*L8#a_jpqViy_uL_LR`DG%K*TAt4V1xAJ}8K ztxR2{5@}4L@xC((%NW6)&4 zy!XXGVB*`!Vx9vPo)jZKoK-mZQg-ng%m(l6sN{^0?2S~O(AD`U5@z$8ShhPkd&94) zSu|yeJ-h4qL|z1t8U`@QlZ>;5ewxRW7-NQ|}>x=}5v!2iG4Nm_R*~sMwJ&9~hNh+puj@zkRGA;eQU<E=YSYR2GvwKh3CvSg0J<@QAWqiM*^I)K5;B$jwdY!UaOj9Oydm(*_ox(!i zNx>d>-e|{CI+BWjWZ7k#w?C;FE*3r2a^9W15O_6M4>vrX`4SU39IRs^N$WGy2gjV{ z!AisREZt15uAuFZJYkCp4gHfcb{KmTrypUNRMhQo!&rs~lKwR=VDJmKyqo)8T0eBs z=dFAU0(N911fkT)y2SP;0$o@gE z^*z}Z54}n6!Jb56P_0&fVNA1$vm&R5Gkjr%XZZG*u6a37nXaIoiJF7M`1R?epsfE` z3PHeEukj2}>@#bAu!evo+OKI}#ugztlC30m8}aF@&FxIu>So-QmNnfST_4(PzIyLL zX`(O{uXdi9UHv+~zjxK!XIABFfyUdpQ}r*(JzGVzGJF2G4~3|0@GL#4IAQT>a)68K zk(BvOHq;-KA*t!lWPB#tVKwoNwV$#$&0(MPx&lL&ZNbmD*;`IagLig0P4>Cy1pXb* z*MC2J+q1vu_3@MLQpDOMzPt^@Sur@wR;`HaiR4Y_A;iQs;6G#J-Ch4G~ zchqtC+NYnH+XKvM)G=k841ARKcS1_`xI0y6X6thXH6%PAT4|muv(cVAivSY*b z&l61QS?3C(;9W&G1X9{cIn2K9q+gU${XP3|y<>sH>y;=|E;1=*`@jI@w)M`lrggm( zC7mPSah3hEsOPUVk@DdAmuT#fsx!^Yv8jI%ZXhLDLGv zD%Y0CKWiKC?N4LBVb<e%X)!a8;J}h+B5LFDp6M7?>-dsOV`@O=Ls>8_TN`r7Cx6Ax5?M%7{vqM zuk`%wE)H%^P+)`qE8gxoAip#0duIA>N2(Dz4TMk2qz|MkA^yD%Q*O^MTL&rt2|DUT z@>657#QFeFBEEJr6@zPj7c)9J9OSK zzwpQO2kmkQx0UPA*z+3$>2-5V$G58WK0$?S`~N~Z(kaqZ<=&e{5|*|$?eeFna?*(; z5y(+DZ~Uy`6qlrdDJ?@N5vTs|E7=x6gI*afKqbi=l+yMpA?QdLa*G@Chedhr-yVJC7 zfdnz81({34Fj1C4k-#2?X12wK9{udNyIOHgNLBw)=tIOnVf!yHh&hC)*_dDZb-oYb zP9m{*2&mq*3>IV_Rq2dVPaVfDA4Z?aP7|`=*V@|)yY+>N?P=4Oiw*H#z^nrjLB(U{ z-c7nChkuhg(1~IqMcs}w+Hi#6DNO5@O*!VzZXyBAoAX_AenZZ-348gKVR^svfNs+q z{c9UO^UI}iwzg^_h2B-r7}*0>cUSn&P-hm;Fxnj~BR3WQ>pa>S@+n>j^o#NAiGj48~i*RV;V6KA-b?EE6d^Q{84sE zqPM#j`7H`*d|_tsd9GSX35k?)PH1w>RH==!98pM3rQCp9%fB)}+rPQxtHytQ5kFd> z>5w(nJ=Q82JMb6>KE)dm6i-cjzRs{7U#+$imU5*Yn(qOZ_y_+cVTff&66Z#tP6rX} zZ*W#3%FVTR0W%vt$>crf>!!9yu5!Q!60Kd1`r}Y@D&$Jt+kfSzH@o-6)bJ$%frqQ3 z#t*%IUM(B`)Bc2u-~yl9uP&uk2qte{pAhgrOPU*;*f8CM*nblhr9*iaFpeG5A=;0k zy@41z+`2&5bC0q5h6B_!?Vw|VIT;yZPBRg+cX);}X>OmqE_TwAAE)lTNE<)(Ya0V{ z^*2W~-_SCM)fOf(`;-~hp^?O3BUOWat64Q75SDpV5k@$fL4v=k;Uooo{l_p87^66f z8jI|%+jtG&FOS!-=lk^`+LN7~U0@M5$8J$)8Q-eZrV+YL-T39!`U#sFFeI0zHg5(+ zV*0&7HQ&2xpz#3C4Z=RWEk4IMfu9@ z7<|*`^k;+7W8Q*kgy2`7zxrLSdui-h>T*};@R4;-**YXbuXOcu{OiuQ8!HDYhg#Ub1wr>W8t^%Iq<^!XdusG;Qk>J!)95 z6hQ^M_TNk9vm#;Mcih@=ve5~-Bs$W0J3o=$`DV?V5^e76N(;|{$kFUn?7HAtO?8Oy zQxgR0=v<|uS6k|XgyBrCYuf-1Wfsg2CY+h!@>*plefzxN3c_U%@so6*=oxJr8(0SI z$=u4e1<$UIzSSDKVVT;(XRjtdaT)&bqhd0axt>IKyukr(Y}4m!6iqU-SMfAhs%I}NujoYXew4GujZ|AE%^gDb_K<<0Oj9e(=#{cKF zZcx8wf{PD6`}60@%)WQqVMS<3XMQQbzlI|RQGc|C5v z9;es{HZz^|jj3~cb0zH^o)oR5-TZ|_^Z)dB4yIcQ2z?R0Clv}3g}|u{Y!gisho~x( z`rlISpsH-S?^lUgpm(wotCBN*rmjdd6nwt&_J4se=Kk(VPwp&P^sqN{4T=w2RD#~2 zNYi3GA9EkoTx?Zo;>twZ%S(vQxf@IQFKj@Ngl z)SijAs{ci&LECzqwK*d~ZT*xM7eNpXV~8rgE;NY~`JYR%4Z_b=mf4-&|QNZen}sh87@ zyv#BG-msPQ`eW{vOCXl4B({(U^c8WuZf${$Wm%}nqhy_PmMl&6Tg|UYPpKz(v{w$T zjHK5sn4yd|^DziEcE52Y6f5Fb7;lrXdd+3vMs8NdPhI>}+ld)&uh;UcTnDJjL`OTM zmrLI}ohmp7iKGs%3Pqdvz6URnp78E~Wk=|k;8}Xcw_DIdCI>04=Wao8c*-~$J5R62 z2Zp8AhxOA&)nRx!am4B${lASJQtYVnDCw|i`QS%bxf(Bv8YxD-N!Da-tn(S0r9|2H5fq@Z;&<4v-_SOY)J0_~fSAbPtK zFaI^%#MG?+U)V&9I3(SAX|9;=i}qZjBGW~qdxyFiI10tu-siNK1;t`TD=7hgRWctI zwz3){UCUQ7aq;Vrg-J*C^jJRB*Q*;FC%73Nvb40+EwE`RXu6F}sSs(g)bz8&(O-pj zuQ(ik>jOxJl~vX&P23ucGH{zKt3&dDPaF~ul`IDLkdeT6nCI#?`JL5Fl~1(z!@75e zkmi4sP0JzrgRt}_wG!zTMe9G?#VDAfRL=RQSRN}#j6GrJ6TbTWik^d+J@Jd9*+!&T z!~4OSXkbsLDJXWjAm+J`$SvIVegYp7BAsz#)$fD<^O8$1W7?o+-qC_9)Z4c|DJx@V zV0f@rT6uX?L*)clw-k4rEZSLcHuYD-U9yM)RzHFiTJp6!+;Bew?2121nh5_2z9|2B zf5e)%ROjV(Y(>gMB_h;tiS8QgcKv3ebv)eq&y_O5;7{1BWyL&(c8ZMJ0+U*9fccDT zVl9Ru?97ne2D#RWUvd7ETp z7Ya|J&AIrgd#4aR&X^qluB1qjN=;E%DZlgZX5y*-%txCu)v{uA|RI-_Pzeqn0fmR)3dTDOyz&^qiZ{(*`eu< zqQe+5uzVpyT(Ef6O0dV97Z6K-vhY+!{FTtI+CcqX2a(Bu!|ZyO2bVR7_|8?|n->wiTtXrCpb~yHn+d;)#}26)DTM!W z%4(7#c#H9SpZGtZHS?zGH*-eVaQ*WQzq)mD6Kk#9?FWlI`!d96g#@`9oEK+oms{mm z=vKdNUnQ9=4=^>(2FzIp1Y>Sr2&X?YF6q=Qbr&Li>$Fa+Inp~t^A&@jrRQatGQ`Al z0??n9m`|QY15erUrFkQcJyKpUi$)dAzfUoZYabw=;FxJ0RpJrVPu5qbM?~KBA++-h zy`pZ}^Q{Os#ogTo<=}MTNyW}TCo?PNLzw^0C4OhH<1;Cz$(UH-V$3p@d|N*8Wt_#FL9dmQ}}=9gA*qEhXL zpI{GCdU1<#(Iy7hA2g`lO>5ds%s~j557>2kxCb@6NWxh@#P7o{a-`y^)~l?!aO0c;!IY zfqex7zrwHA?^qcu077BWs`#ov*=*&xMel1z8jgw)?JvYUAcXnTXqc=R8*gGXCy%*u zHq^%Av;zY+y3;{_Z8XJyPi18#QsJ6f21R>))A^Zv|J%@8@?VJcSAuBx>R(ODb}WD7 z#vF72Lh|x2YsK0S#pOZi^I3s53V#-Si0;^S*0-)MEm*=pP@dyh;1*^rEi1Q_Q#;?> zw-1%~Y;4!P3V{+>a{{y?P>qRJeYn@XwB1hq^6qgeJJogi4$_6l@Nsh8yGLCqLn#gE z7%rT${~np8Yt2@kQtdgi_b(4UDnH${eN{w@8aP|E;$G=*rHoAQNmw@-h;cH=iMj9I z5piIGCK$stJ&xDDhC$OquC}(8ZO@+L|6I-UOYgTmJ72!ziDt@ijGFi;aANeF*8J7G zx4FfA;hO%7t+tlqoZi0<`;6@4d_Af#C;j*DU-QYKccL?{p_?964-ZdD0V8;7w?f=@ zC5b4JO)u=QcMpc%z{cXfg+W41ZxKxK|L(X>-+)=Aody#bMJ6WG%!1ZXe_Ta#o@DU0 zNThCIK}GyTTdqWTrmenPKZ-J!y8D@{<%695Q#5p@-NMbchlc$-+mlvl$M&1VEb1lK zECud(Gk}oRY_a8P${dA6dVgsf)m||(T3t&o*%J`y`|IL=5W-6K8aqU)K~xZdqsCtJ zL1oTGMuo{RO)mD^>5#>d>~UUatjX9UVi;4uavt|`SVW{|PdU{?x!u^r-`UY&b-o#b zb1lm{Xi~vagDsyFhd-6iz)bbdm902wS6yflYj$+x({~RpKrCl4829tBtUr&Ihk_qV zJn3Q4nsPV3Z^7W_xJ=_`CP8Ps3sL}OF`shGz<~8rqVzfv{L33`tbzc2814_@4m~9h z&p&>_#%5E*4#77=?;;9pTDTDe2kUk@sQ`cxtL8zLH8jvw@Ns`&Rivdx>Lv~DD*}At zkSW-yVs2sojix0W4ee(rBdC0je8}m$Y1y$613zCk*T>|R>`)u8<<0-98x+^1{x0v6 z^Z9nWiqZHM{{%1)goOV5tZ*{#*kOn>Jp&ZRt z#O3F3M1SYzE<%zA5m9vEMJVsh>}*s|vC2xsA9Y4Zv|5>RL|g7e7Ojxt^!=YIiONCk zKumC9Y6M+c(Bt5G*^8nps+A71L`w_NoiZhBbolR-l8KMfdmANfOge!cIEtPz^sjuQ zYjSlgvF!z=pI5@N9da`)Xfv=CZTOS>M8;*_W3Ac3$$iFJjM3;SaXUG78~Oy8DcG+1 z{zsBv-Bow@f)TNnwL1Fx*zxc)Gl4|vU+SB4UYaOQ&|@PFyxz$97SXTJ8n*5l+F zcfFj+2{XAs1GBChwZat}IQz}Ymp#!^^w=ezXqxAH(u|ntHG)eZ~BAx>r6%`!ur1)$D z)Wmvw24V@ZIo3?izf@cjH7UEY*?*G(EVo5|Kwz(?%;B&;3wM^KP_kk_V zT(pC3!I+mZG&D5wcwmEFL`U+w*NFK0;ZYmeC@tHEq3!vVGsfq`rg8)ji{6OT3VeY! z&#%hbHHp2XL{HYmjhe&1$-Ys7ydlqY|agJbC`lbZp zI`Gxs{pw%geG!48|)8{ktP8CaiX0>lU|Oo<;}iqUYyaB`-6y`zEWO)d4cm?R%Re}usA~s z7#y_F)zvlsU*fWLx6BPQ%3`O-OuND4oof~A$lm=+AHx|Ub`;oeZ#i>>u9oib9l?ob z*?a+ij}+E?3m~Q?sg$vpCCa3*3V4bCrz(bK4;CA6@#%cK0Q#G@4%Jou{8%2qQoZ4W z5XA7Mfw+_(d(H*Xiu;Tg_>pP`FFtXe|L>4}e}mRKb%qZ5lzl3jWx#qCne^1KmCLax zqyEzQ=Z^^Cwyc`iA=U{2SPR@n$(5hmfG97~a3UT|N=CHlU(T2}7B02eXU%y!(gJ9P3wDQW<53gtdb{0^H&wzy+Ol%zw#r0GSWEHburH!gg&b%bopausbz?Q${XDdG>j zz3tuFa6znN`EXtiJG}^C*q^}_vwCo-Ry0%Y|P3byEbz$x2@jW^>nRvg%M@W$$8 z+%TlA(s|(;4|lt7MrW<|cDG$jXHNDWbl130QIbWpkMM3GrdeEkRJA`gn`UQoZ{LDv zA~a5K3oZMXT}Ymuf>E>DKsle?DpKqryuqVk^f)9YHUP!*F{ z*v@L+a6d1pX#`LIr7j|B_o@5DfU+p~F73k>g*R0rcEk;svZIt&0}yoSdNejLtY)x7}=P0o3N6 zooV51b7y~PE~8NZClj)0%&Xp^b9~+7j20V{6`M4W8bKQF(U%ir()kcx5NP~9w~itR z&t;`?+&#EBNydA#;z~Og*5*3;yr0!}TOb(xYyRY2KQy;KunRvB%Rlm(k6!FNsH=T% zZ-*i)g?=d%>3ATvqfs7quk6msi!hraM$OcJUTyx|bORInIXJ ztwG<$p2#PKA2F+hjzQALU90J*@f^}uHRt_E`|FHabmuDAzY^S65zkgu4v>V>b zcLH6qiTV2s9tK&(%vWtVUaK@TdT1ss1IQ5;4eA;Bj=n9Z$M~J4jy<&f-rvRdH=lol zO2`Jq{*_o;LEhhsza`N-YLb;{bhh-^o@ZZaMVjFa}U&IOtm4NvHm*SSjHC)5*t$mEgc;+m>5CupZ=LW={2#f>Dtht280{T zkR`Bwur!oNiD@I01e+>OaUG*>%!$g#=0lY+g-842Ii&>dhzkPtwazqt@DDn!c1ZuAkyiJ>AU8REx9?} z**RDBYNp?R?ffdUd{lD%*LF3xymH5x`!2=1omL8mpXHe72Szu(EY7<#$3DDAN7weh zDwp<>VXA@?2e;Re@EB(7i_Au&EF3uQ`$g}1EX{z%Ib;WiDQdwMkI(;Ie>^4p19+;E zfR`xV+9n=q`87JX1SJhOg=pU7UzZ`nztBeLQEFGI@NXi0r(ZI8Gx+Cm?E`Mo-Q2Hl zJXALA-BnO=*EhUiL6_KU2!RF!%V~Hxuq)8L6*HzCk*U+oD5`EKx?`1JKye%zwX@$< zial7Q1z$zzCTY8<>n5e?;stBk?Iv*u&0d=NJ5jG;zGTg2lR9LPYO$4_{C=cBQw&TE zO;(1^nunTl8wj6pZ}y6(-4CVpd!SK9b(oEbl}fS?AQWdfZSHJeONv$*`cEKr+}2oVF}%&(;SK^M*}vA z!p)*l@0IVJ&fgXlol;U#o6MI#Uq3er(f6X})Goo9(PN36>*CsFRmPcUbcr{|-;W-u zs=xi&1+Io(de>J2r#&QELTd9lL}PRRvCIQ)rD{^X64%PZ3^odlm|PqCbzpzJt=?hn z&lY6`r`NIUT1P*94%yiLQ*UaH9&$=Wz2{kGX5DgmKe^e{bJ*_!|dk1CV+E3U8Bp`EenRB5%qOk3%kZoC`9G49P>p74p zBm2O&S4t@iSa&{wbKH|NM34RHLxh=&;HPq@8&lIONP0s11)+xu z4+u3Wm&v+`tB4wfAxzW+?$%F#g-)p-F$5^oWIv5M~*ER~oSC*a$o4 z){r#b(;eCR_>rw4`zDOSFhpExV(a#y^S^M0vb;!RrB>=fid(6wXhO`+X0GZVs@#^= zULaZisD*dCszrOAA@9s6!Ta6cAD7al)9i-6A@n6G)<-(15?;I2`bhguVs^J8SkvcE z(o+tdj5Q<$WB-jrQ;_fEV{-M#7r%&Sc6nI{>Q)-ck}kTk7YV(xa9*J3D)eHU#7yf;0YsY7&%S z&{m;=8f-WkQ=!Zqv~COJr5+}4CeTjBj@!rAa9LXh>;41&kZrAaO@??2b!!8BBEd&U zN!jSLo^*J0fbS3lns1?-`(s5*3cD6)NqF+_9_XKicfj-uTKF4YBo=Oi!Y$Dci`KhH zqMP$i-G3rMoA|--5mR05d@8BL!$QCZX#o+WU?|NN#b;Ws7lHu;2LWz%PuRNAkW!i@ zEgHj+{9vmODn}3~v+~WaqgDO<@#ISBNqXMMmA7ddftyUddVF%cqlkHHzNzIgT6@>+T=g-R%6K0}lamDuK4xSr$I3yFlpdQc1mG=@=UYsIq@=4lgOV`&G?|(bq#YZqQ!yAiQVGub1EA#YN>eV1e$+!dE(71{}Z2BsNh@BU8>aEL}IKosu z^3hz31dNDr$peuHeYAxWKEK1UR^mS~@%4N2>e1E&UC!$Ml&gLhi@Tx783B!fqNGiH zBg`sz$iP{m{Nk6q^F2O^$%duSY6ljkrR}|}$^fv3qN+JW?6fzl&(>9nm`2l(K&-Pf zto~&Ell!T@X~*{dF&~a<&sB+cNq+SCVx5UVBX(K+ zQsxAsP=Fx-z}WAtTWJlkS^z4-pS!v?lL!rMLc;S`7bYFC7L@Z^55%UOK~-Sgng)K5XvK2M^m3bh%BWtDb5 zOG0ZBs#&7VhwEg~bc_xgGt+vFUQJ-h%j@_|69{3Waruj!`lrN?9J%ja3cQYOSxc4a zT^E1Ny*bxa)lcvyi`3_)9Zf?>H4l_!x6gYmTVVXCHcEKUYeKTwd6;K1`Ep%DS=8-Q<31%s9uaEz!s4U3&lpT zssIbx)O{;6RMZ&`94h?z(fyattl6#U-1ik%<9EIFtmt*L9#;h(vz2JyHTOnEkNpP9 z4;Rn{Osr#?92+2^wpOy_-Jj?#$cvko^7*wL3GwEhrL@ZtV*89jiJZh$K3YJ-s9qru zLc)OgX}lkT=*1A>v0(Ix-dXGyJ&tvND8T$*1^*hX{hWlR|G>cO>sVuMIA;J(7)!|U zBarL%8KgCJ5?27HFhS+70aM1Y5iTe3vyYUMch zXo6lrg>L^T>fDU_%dEZV@c_!PZ}sR zJd9?+h6`ZDkIq3h+V>#QzXj62#Nvx0teVCa_a3)qc`M!^nd^In!y;H$j^QA_VEV4iMHp@MO7r(89+l+TiC6V5NZtQ8we^oYk_2oJ z`dYC?@7Y}}1Ge*UACRk>aw)Z0dVCZ8^U}xGZ?Efnc5)&*sqxZUsKIkB&feB2sKi`Gq_gcfx;EA}*|FIyd%y<&1 zT|wx9vMMy1F3aLO_2q`VYS@nWHc+zu#m3Yoo5bpA+R}3bXDntW&9N2J*nJ$CJ0Brg z@XSMku4kyDI2~b`KD3uW94Q7HKMnWEh8xSLQm&0^mtIxv8&>qJC7NhrUhUY<*++3F za&KaKBV4A~XS?jknwp+|vsG>PJ_`o!0NmpvEX5{4WQcIxVlM?6A@X1^xL3pH>~)5l z$xo>SJ~oOpMIE9Jjo};+Bk%>9`JD;VR$&5-qT6g3+gSq|S=gY490DsKHp50`KO+{` z@+1SJIa5~VSRL|kJIqY1qQE6wj7QOf*%@{elhzvL{~h9cPOX2iJE+n8)*Z~@vZWX!VlXOkGCG+0Q-p;Y|V*h_Jp>V#MSdmGpAs8GOGcjj% z`fJe8`+di?`=fvbiMRVT#hbZW+GPiW&-Y$Bajib$oD1xT@MIqcE(QRozAnuP~;QHH&qov(asQ=ht!ow`1c`PtG5yY$iPie2kvof6zUf^)l0)hk42D)GtFmYA%1P@F}Q(4%9(_{ z6eTOO-Aw_+PA8LlMvmyPnVze(8HM&BG@uD-kp502RPAFo5s|P#I`*lf%&buyMgfc) zHv@A(8{ff#aOM^ZSm8Rq@Vol0yWXQU!Kh>XkLl>4Yqodo$TJPvs4(qlQtWkzG+;y7 zS+csoySP#4F^&|VFy4a-x`EcJE+*-U!(qemc6h48H0 z@kwvRD+@Y%R2sY5I$ppQUpW)qKpPdRc43TnEs5AdyZZfJ$j1-#ZrISRj298i&MOQT zsze<}70GQ&L>ID|S;~U7xj6{5Cj-6_yO09xyO{KJ%i-BW&26jx>G_y8N^Ys@#o`=d zKhV}aat{j}vEqY>x&s3PbRTcwk&U5=p?>%jE!Sx(KM&4t`ene6Mr2I*BdX~m!MRI| zQRy2YIPwiRmt?MQMeJL+X^qu`H+E6BV=2W|w=T5J)DwLREAIn$CU%X$K-M#q^+(K^ zl&>Wz(?3WFk4q-8bm}@8-Ev^stML%q&xjgg!htNvOJJX1m;FwjbKE|MubN_q?c+}o zScA6(SN#<0O+O{cwssuYwi&^XSV-{ojwWq_O)vMU`(5D&uz3R7()b9pEMe@&`$G8P zF1{y>Ot&E%xHP_vsU^{QGFMb;>1zTZsGNS^mgsi}%?I5XQ(;C1hC|`^XYXngTK|8h z<>3ekh+|HK_k~f0K^*@7^&Mb!uARQ~LwfXzCZEM|4IY#_c{R z$6Ot(rB%X7`=$j92zN~^D<^TqodI#bhIIAUe}^6FpWHmvIddyzCyAKTqq%O|h&g6Z z!XS`hEWsAs+Hwdp*N+}u$AHm>(|USX1B}8CYPP`)y^h6(K`}ol&3*kRO7ADRSB>ge zUW~ncp2gDHf>lUkzXVP9gu=aw;@57+#6Eu(jyjz>A%4Z|$bIq8>)b{&UFnNUU+%be zNUXL}p8n&>_;)oE--}o_H}%-os(zr!G!x;~xOnTe!{c8<39&T%8qw$VgsOQz9qQJz zw7;-=k}PGM7OM3_@bSlGzYdwkZ)Z*w=xkB__1_X}GfhCm4`$A?11Y|-W?yHonoh=l zDRPga3sIIIlX=Nj_#s& zbG}_&UH9w?*@gFAHUt?e91;@Z>g>#gh&lNp>%CnTi8Nrh7<{7YY~N%N=lzuV;%Yv! z_p7L1DnqV+_~-_u?wFKc zRk!bs86F-k`J&7g?CRqqP-zOm=ecYTX^_tHR_sQwbL)%7|dU{F2g!n-)?`U-LT0MV+486dGj+D(_q$ zh{t_Xe|ATqFmB|7Zo$}_OqkPff7>X>^upirdS}y41)ta!QPaxinb z_o+kOiyvD#Sv_gnC&L$;IsNTg)f*lMb-<=eJEz~D`l?=n?IavKHWuBsjX%PE`|Y%x zw5)7|ziCeU5c%Pj!^SZOk~E$?;LC+UUsz}<_9^#iQf6q>T&Uj5St=hhC%?K^dfA|w zi~4B$|1=mlmU+4@Ojgf@RxBS7zMDeH<@pw8ttjkYy;46F>G}JbCTa2aSpS+r8mkw7vmClF#AiabQHuAmX)#ViSC^sV z!$CYbuj*Oasj1jrgOXm(a*n*&Q-6$QH9BobE|_4%PG8rTb`XN?}aNE zK3UwIBt_0PzsR_Ls7xpj9T%kIoU8m&<}RxQ6hQ$vG*g29KY z&;7Drm_WLFcZgQ>PLBGxlE#WN?RL@Q+wCh~ZQ;%v4<9cp9d;v;NFRzTf8U-GXQ(vt z`;%17MLbQO-?zSP>|daD6I7am{pVgj$%d_O=6HH8=TUVX|U?}d)s!ZyC!^y&&uViMd{hf zN80{q`meZ9pMRuJeU2oa{~A31lNrxvXvvT53d>@SUbi%yyy@|^H<`~q?G0@)(#A%M zCmYyxGd6cD*6P8!IXF4%$BXvt-mU)Nb~EjPhndoa3b|i?Ug>BXa?O%$9JPSyF0F_c zZu(ClTbPSGE^5P~XDk*vlXz?U`jTH6CdZC4YMlVNH@o~Fx2MEs&?dVd-mObb0j!@iY);hhUdsps@}U2o&u zn7>QDw#D5#ujxD8GurL6RcX0hB`Y394##C4x-;Bxdza*o`gNp$=y~edUs%WRL374m z`L`S;arsk;rCS+B%}rPF6~+8=k0zw0bUv>le3JmQMOn)7@vGe62~A&_#sYB_M4RLgv=ZmQUC z@X63X&~M*J|C4=l^C6k5-n*866e|iSE=Y*3QWWR%c!mPj+}vp1#vNUy1x@^$|?wgzJp8c+m;sXWe=vf>>hK&7+B%8nPShI7QDTV z*DiQQAijji$RvGwJ9RzA@|_yPSykF>uSX3F?zvlP=|XBfex13^iih&-P3@c_Z}pVf zisZjw+o-rG&m?UYG_xeBOcJDI*hK#&(V41i~DEhuK|t13Wb#E#`YAU(U2XFv>kxXr!*8 zsp&@6-Bv0SNaI_hsT~;ntRH7YV5r<|>8$5cf~o%3S-+}Rf@>1eVt_upm;-}bTXi-E zaTN>aAKQ9o__4-c&fU9DVcU|KvAn|N&9tzoqKURYZ?n(Eh@)lqURZ+MmsQhNF@q`< zUZG@+Uh*t$+B6P#`*%?O!8}EBnDj10H zl&a6jYwMY=A=NBaF29?551*3fLmVE(2@3SW6a5BOrU*omR7|<+GcxOu&3!%l%X5dc z;C#;+wULdKu9WvlqYA==361O<9_7iF9I)g19H48bmCD;Hrb8~F$qQdu@tyQFgT!DP z`M%oQ9|w%0Sf^_TwFDZCE~=pkj%4nFGq!ha<=Q}_#l41wO4kq>nC{J&8tSqQAOxuF zpJTV}4GgZ>{NJ@(?oA)9ZAy>?#+86D+vbV+A;>pL5{)>j3gb66wHVh}n|h zltaGvqvZive*Va`g0t>TGQ6lQMj8|--x zy(N1|q!PNecYa@w#J)dXfrAbvq+#|`JpT$T@TAJzJ^r?@g`8+X} zEM>`fDss(gD?F~nu1Sk#F%C7Vk7xTU$Tt>yvvb60l(^t3FR%sE(X87^NAra|H*6j> z>dAa@+r(Al;Mz3Z9KD^lkK@ahB5WrsO=CsqEdBkfKVRjK4#%C&c**yDw-LKfPzSDr zSB^Cbx)z@r!`X!7=99&(u<=^xKg2sa^G`fAA&Ngz!SJBip%{1TXk1+8r1AK}cA}rV@ z&yU(&5X+aj{%Kk+ES+~QrJ?uqM$dMR0Egm}(UF!}1;H>srl%t6qN~Z-3BoGB_0QQ# zBrrRiZTyn$5+P@|)2Q*qTle0u{;Z3tMj2a3r00IZ{*%5_QT;P>-%hO7^(QX;mqJn{G~f*x5V57AH|(>%7;~)fGm*@Z*Y1kMDZ( zV||{c^uG=GqI>FdU($)E)o#m+GvnMx&i85* zhx=^}+-xF&LE+WpgVJ~QVc(CW&J7E;jZ9za_95X3?K!{pV8o*7lieHJ&WhU^;~anYQQKt8=o>4-k)kR-SH$MADU6Mo+qHTO}NsRrS+KJGfO1DGg0=r(r!m1I= z)Zf3)sW7g0Q|uROiq4nB(;{(oQ-iP|QpFgqO^=OoKhaqu6A2{(Z88Ufx_lq-vz*-a zdY89F4!|NrT7)n{UefVhHO)7W`kb0q`03N9Ow$t^js!F!vjB2oZaklylyr(M7+3{} z{^C&ilb}t8{bn=M6i~&UaDN=7IS=8 zutmenc;^8+WyGa0vX$_ZOihsv3nLslKuqECbt9pJ3rS67Rz#oa_piT^!JhTcuj6&< zui8x!pi>4yxoNfw9^Nte1MOHr_Z~YbnFZQ~C>}-Sr-NIFT!N$C@aKM-gDW4Kmv1fO zua73pSVyyTnE0yzc#5~4GMYq=G4mTGYb^hYvrdknEIl!%7_C0>pCt46Q5gDW^%qu) zeaCyc%P0|MLJZYYgYVe+UbMLdHr9wWg=N^0NHy($R?Hk6$~L><)lT+yWDBeaAQ(|| zZ%=^s~K zzb3NGi`jpDUv@pHtds|A%nVKJ_xvq&2Y{vUJWF0f*=2e1wI(Z3Au_`ai-)CR;aiwT zsp^wuuf2> zrzYbDc20LwJgm8%kSQu0b~con%ik{V@%z~}oWka>zxu5_C1#229k|?Z%~|K0>ao-{ z2A_}&UiEA=?mII1lE|!G+JiY)2RUQNi+SYu`IUWi{Di>duCQpl- ziT8g2_Q%nOz+WO~#j{$C=8$tCygu-znta`K z#hXBy6&Kt7o%Jpw^Yc=sLRNaOcd`7@PJ6VU<>cqs=UOahtpGD5|KROSH5n%<`S(d| zWPd<#4cyy8h{H;Ws~8S3Q)IE5FYO0FR`L5emmK5&r$hMB>Dmp{8^R?YVbStfo~$3H z__ZeViLrQ)gs$hWW`}&ssSa=3OI$c9HhRmBhnaCksw#T>wb!g;v1u^!8v6Cie#phJ zjr@}D(9_Q5Z2Pq^p^Nv%=-!W-KG3SI&G)#syzC@@s9A2wbK$lBs`b>cKbfg(sZ1E* zbBqp;{6=V~-1M)}Z?XP!k92KIjv`3?`%|+eD??M?A~~Bg*do+6e%ty$q>3zDT8akw zS!=guUr@fkxPbHRR-EIfIF6klYe`2-cjSIbRitpQXU9$c?QUMTg|F=oGa2if4?V>53$Nk1w{rRTn{I@NKEzeO}{S_x)##aCRHWleVz?oleOTCU~ zDt%vg#=lG5fk(N0Tsgk!`&+VxhK7pD!L{@;mSN;oeX--Zvh%1y6vHL^88Ta6k%O-ENu2VtjT}98Kt`eE+$D)HHZX)GM z)ou1!-1)Otu4#3}I@6!>hoAExt`>ieu0bsr9{-h*Ad-l!Tet3~Qzi}u{`;`H&e)9C z^1N525Ry*7rk*NaV-(~MTCkmd)N+?=)5wn>Hr%P7ZN$K|0QxSjRD~vP+y@tdTZ%rd z8sC)37Q7cU;!v4mj}X$GWXl}UANg*mIdiwB1^X}jj?7fJ!$;4$5p=}SEYsC@!m*qy zRh)5TX<^@mcq7~w{M0w#8{~B$sc@AZ$*h!5V(LGymNT!}&|Q?#`t#(Y7RGv)gQgG) zJPD_rHqkNejvGO&{zWEhzIxJSuTcr@;d3c^IGa@+s4k76jwSUtrdd*zhC|( zwlUI&?1M`o{%9rsqmbr&aRgT59J;e20pt;qLEu@ig@>MmuRM>9CiWV-9w%3S*N~3B*Vn_5sf^fe!^pG{(m!>#f-IbTuYcj_!v(f%F%!D=?9^WbE^6C{ zEh3K((3j#fpI=gZJ3aJ<@W5Gih9!bG~Nd5XBFN@S8l@ zv)QECf8^c?{Ie%+T)IT2?fmBH=K|v&e6OwfxFa|Xc_m0QIP>A@3JW&Z;X3*P0e<&^ zKYX)*zr>$_oFCtWtH^Kkbk2pOEamcSk;g0SjyzhsVE|UtJt5U__nnx!%XtIX(oo6- zC|e6Qoy)`Lts)f`pH_@pnVBw?b+Y(g?YKdQi$8b)0hU`K~445|1$l%I?})q zFL2M&z7$+o%)blU(U?%76}5eFzb&{g>Umr7Go$8d&Xz%RWt~;O-CcdJ75^Dd@fyo2 zZ(hlkPFWh!nZkbW#2nueqc2t07q89n`JGs^{mI(R?@tS7AGx00mg*b|qMeyF#O7HWrWd zBvSXpXy0^Rbj7F0s&Cx}Q!?D6f$OOmbzERD@!h^=Fu_e?IK_8{1z2oKJg2RCwyvco zuJy%7og^h#-_?DepJyQa4~x{cwA?GnOEC27dm#W*Nq%M{#_sYEa6iJKJL46?;h0ZyZjh@(Q1PMKPFAizReg9sgr1-Sm3I0q2XF9HnWf^z7@1k`49^31BMerA%4 z_tDjsROjtiZo~zk->iM-_G~fxd?KSdLmR|ZRsO;>UoEGd&qrxk>XV9iFsfedl8pGp zy#z~?7_xJ5#cxoSNxe0(WT{0=o#r@F*}8Kv2OzFxN<&+cO~pKWWo2cj2Cg%F`29Oi zmoIw0|2l&LFPs=$a%S=q1D6eOl|`!AqP*Fs*A+1Y1`D&g}$lJuvBJNDLyuw zS)r|ki4PEfPZV}LfS;M9%pv(1f=@}cx4o9m<4-1hm}HCfd+$4ozF(&U9H1I*iQK}Z zvx)v7wK&l5>C+t?LMG|_p|PbZII-B)b2xRh_AO&{AB0!>T3ts=oAaNFpJO5TI(2h! z0;S1FG6*Mtg38Y;DkICsc%6usWuKBD=@bsG`S!HHZkAvRpSg>brjgef;gb0s5qpmw zMvi^;>Q#h)kD*am%j9H%-2A|GR}T+f1WPM4 z65NyW(!m%`{!00IFjfF$8Ql}7bM+&Z$kZZFl`bC(43Dn%u48d|sUiaSz}j<})R;8! zm&jIHbyL%9Y;B3sk5^?fuocWlNN@N0*FE`o+7c(|>zch+CFqpLX3B^&WYQT83O8)j z)1@DuWp0c|gJcAW29lL9Y8;36@sQi6jx&jb1_o$p=(3Z7F!kq;7EB<_f5YAUUdQ@& z15g{7ciDL^Pd^6)+B@vyNYQUU@jdq|-jg$nAfV1dM!&bw>TBcbGrz0J8~8ot1>oRf zTF3_Z@^tr(fTk_AT5`?C z?=L4MCWbaFY%_en8O+i@;%ag8YQcqy_#4Vd}MNVt-(#(c+pt5|N8rd z+x)d7-qP0Tj^bR*_rH=i zdPP%HwTjVhzQc)9RGPfhN*Pv+8=oWz?GX>n?{60u_HF7#n0WTw9fu%0zMUs-bnD-W z`ca3F!&^snpck=?PHQod8=jn z+Y{Vn3Eg8aL0GKIe?_|)Mw*RsWFm~*I>pp~f5-VSK6Kgh8G0yVyBW>t+g9bBq)L&< zddS_0J=t`6|W3frCC4u{B(n1OpaC&PxuSdeRur%> zS@}^t62sj8?EsnQ&^<&o6}2a=hfHkKdL1Li%eYkO zEG2CdfjR$1e}k_@3X~sC4~hiMV=P1j9E|-Z+x!nX7}w~*i6E*Si&WqB@}zf_k&xPL z_x*4ri)vH=l z3tm!fsWIoYSq$iFQ4m5@hO>6rAaQS+?_jTEZ1z4}Tgeo0ZB(Rp4@;S*j~!PxMZR@V zI6&}E_3DTGh7&11NFQwjgR5tH`_)s|)I6xIRsMNJ=H@5zzf5esQq3h&(FZfXMbW81 zO1&b#gZJP@%ClDv7GFNa`dQj`v-?|_d@UjgkP%#w3;oOP1RC#O?#v^K$jdLiDmCJK zO_0a_OW&BJIm>lkC+!FO_2UPxsVh7Psbmb7$%RKa3l^-OY^`uSrGoT)x9Oao*@1ko z_MB0#Pps96BI^RKWDA=c>W`6U%=bON{oAvJ^?mGW?rGa@@71p62QQK+%P0Kzr!3Fc zt95m}Oj)>9@!QGQ`cU`U0Cy3(i*`W~@1X^#m?rmdxYZ@K@=L1Fxl@n367A0egavlB* z#a8IvGN?#@;Lxk{L7$Y$fnFy4g6HS1#~TI&dgB?^S2F;_nY+5q%4|v zcH_08?*Hf>Y!?nxwEp+sT@UZ8y(Au~!TZVtN7DCUDUFIA_%N4;N_x&eu9n}x^DcR- z`}DP#`sSdcu!Mhz9~Fl;IL@S+81}6pz>5zTmPF|O5viwpn*HHvAV2pX?r~693?&LBkDQ;?om-u>XMuBeMh&phak0p$40_P5i*P(gg3{( zT2RA=ClNM81kwFc>->EfX*|&*B`tmLbOtvjQ>t`y4%1ziMb=(o9zMH4MFpQ?SICz< z3RsCwD3O_mmmrRUo3)~54QBtyV$cBSNZ{D2I#NN#9KqAK1gq||28iYgwfxaElL$)m zY}T2To+1Z4ZGJmEN?z>CIwPOoj8>wOJlUCPzv|`yUi{qi12~)r3(=vN)hZ_0OZ++#?Ub(> zTE+~26re=b_^I8lFsmPNhzSw=-vQXRx%MvCdgpiY3oQk5lOrV$9DG62e&9FN|By-g z7`RG&$a7Cgr@rl-?xS8BY{6O0ht;Ew5^PSMz*>6NGmPuMI2ON~mII4(q5JA`Ip{2y z>)Bj=q=atPJkA?dx>6MQitBUuby7x^A9bJg?JkafAxMfs&W_CJu)5oY-t$cNu=E&N zHUI?&2Z#OBo5ba{UxmCwm`l0kKZKJ__%9G=z#v3*hdDTn;EyhHuPZU?Th0s_$*-P_ z&afX>tem=-VZX8FF`O)sDgVwZO%UVQ3REjaI`xjQpH!1O!o;4hVW-{-BWOtIWJ)aR$Af)}%Kqcq$5({P*+9P@qo#9Fq43{~g26Qvc|OfGQbW z@-vA`>n9^n>IBjd2$};0yvZ`JGZzpeJzsS@FfpNgeBZA+#psRx29EZ#+jI5R-iQbk zL=zukrLCtQAbzF}U0htE*M0>NmW9|K5rnNRVXDgqL=s ztmKrwWkdQwkvAf@_+{aVBGkyV+b0;FGVb>!KF3^EjGZ3wFix*c*9^@oE*w00U#MqK zkBYE`?s~>V!rwbg;G0PzDO{W0x}QgZ{kS7$X>LZ3&y?Ldz7PIZMa87kaWTf*rS7&CLk=E(wMDIK*p{^s7 zbO)_67Hlv65;mPDhC6tRa#twILfcD2iK^DU@{CNpt#?*z$15JUO-@dJtS?6TSfeXX zu<1456O)p{Lf^KtTEX`+G9BWuA?`(JAMq$`<6*0+Bg^Td(6Dfqx9^`rS|(Zb87J_Y z_%`qk(K7jHRzSL(6`cS&Xn6P{9t^i@pHr$4t{;cP?q_JaT5Xn}&sR1se8E|-!nu|H zs0%78U=i0Val!M9dR}0wQ`v0it6u3<`Du3?o(DIK4OLtu-&C7sx>vp~>3vmzZM<5@ zF1>zb!HeSj98AIB$T;V;pY9;eexlAr57l*B##~g_F_ytvo;-OHSB<`UT#LW(*)^Yv zCQ2@-?9mgKXu?E@Pwfu;h}L%4(OVHZqMmFc2A~|)@b~RaFB1?4(io7x$`0dWzk$rqVwiUH#i-{^Q#buo3(O<*24v{?6J>D`20Zgy7HmLv1VG0F z!mD}5jPmRUH1s_EfR}Y(RO${8IG_>eE^q`y{gEyBA7B`JqeR0LmZONOY6vR=2Jk#+ zJGdb798adUDJaLv+rL(@;-c>!P2xx3`-U z|E9GC4&K@Q$(Q0YRkR;0ED@f=w_594F~LxT62Z#{hCt$123|OOAmvaiT1ML~yJwAP zw(PncjHIW@$}N2;YFO$;c{x9|s5)7ssi|oR)X>hR`|#KXegd?CLXt?}cjCt>-NSMF=hK;hbA1<2sUZ{#DdMm-+U)715E9@R0Llz4;X&v_dVcRrI6pS zV1D@pr|Xp~`{9DTD)$6ZPqpWr;ZXeC1{#(f8anx%@7#M!i__|8V-1JUV-Yr9=C*+k zzwo;&VemES1PH)mhj`g0(H}25itrJ!%D}}xJH@DZhiGR>6Jo)4uE$$6iB`zTX5Ezi zf+y3mPj66S6pkQHxQQkB4x}?wB!4MA-<~b_*Th8FuoP|N1Q@?}6ki`7xfU};G~Fze zfq%=AxEQ&H#mQ)HBt)=&ydw_V+{F z=N^sj&~-`vcrL(I|j$`3>Z@9Q%|SMx6lxbmqYjDeH}aLY^pmz z)qZk#hd88l^r%@e^uVDetjnXaRzFpEYlQ&dqLcfOZ zQV}Z99}m~!W4Vvad8C8oyQ@?^tJNul!;2abQpfo@1dA=|`}>J(%S4dKKg9=};=g}9 zz|*#P71U)F7%~#8Sw0q*9}+9+vMU^NzZ_DV_FqxuX9>Amy#u>ds$^h^2&HxX1AbMrKsP;M^v{2$)FJF2Oz`xZsP0-_>s`QT1tCY}-qEZFvLV%!@P=rVcfrP+Y2k-UXH{Ks_yfJ>` zo$-y&YfMgd_St)_x#pT{ZFlvr^K)~M4`|7Knob@eAH1)c8JE`;oqh(aHl)OJYP0Z% zDtLB1@o@xq?Zf{PP{3VRS03(9!aNXizct8tXCdzM>fy4c!f}PAj;Jb6PfjMv?S`^vyy>$C5aIPXfO_m4k>f}yV15^e*w;bnTGwBMhE?u4t0xV^sOD+_x#`v zC5MS!E~I|GKH4pRnGH(*mK>nZ?oNm%IAOttvsx&(1ADQhE78f3L5N+It^$5N)p96P zP4(9K31safT-1B35c1#*`SDpb7+%}#2++l!+GI|o%>U>~0`^Kso_bUvaL>UuQ9CwO zgq@gkl__JC);}ka7yHDaz&@720%mzsZ3$w)Z5hvwJOGdCgayrNe0=<&5kHhMBF+W@ zs#g{G_!C{qduPZeoSXNAR;epawHjo8y$_;)4^T2N<47Phj442JA14pMlD|Dveu5j% zDr(RA*OeLN=Yil6h3Mt>hp*f98;f?5T?aU~{+hSr9G&@bU+X1O*5XWEQu^(We5$j+&vCgwEtVX;!^`y9*jrK-!i4)n~ms5P6;ElmDD0i7PF#Dh}zJB9` zpcBlwP&ypOUT&fb8azNRz{A~0UIMwFY)2ryI%~z=Z1^!v?w56_WvPA38v7o&R+%Ge zCU`5DyM>P4(NpSH$aLc;jdcvHYfp_sL;`Xi$gRWU2YifivaO9o8G|x)PmOEwz*R

8N{*Cut*Ust#>l(-8r#qJLsVf`knBNf)V&!B)&3*>~wZ^s}RnH?ej;SyTykX zPjL8!aukh9!y9OF9w5@f0_I|NlW(vXoh;{?AxcK)E>ca<|H+h4)E>s`B|UK3?CVN-%~ zmHsf`|ELgM^g0koT#(kFF=Pk82!yNFTTFf=3|M8c6fN>l1BbV|noGQc{Yxe55b zJm1uT0{`UWgrK5bPZUA;iU6M7PN0FVxI1=nzOt_#v$|wS*=)YFaYt)#W#pG2&R`JZ z6F4fYK+Tn6EY*Qz=THa*u;g}v<0%&l&fgtWRv6y+g_e<17u9|FK*p0Ec7 z4*2b@fYfIWPDTekB-Ca6pls;jAXy1;{RVdB^WavDvlo(S*YdLP6tBsfk8r`^LqTI& z0sBnn-aD_EoUPsXGU4Yll3qH(98zWbO!;HxDJsazm{G&%*S&D`=`f zXysk<7X4Y__;Y0|i8nG{nGXT#>+bXL(`oJ(3#eBP=f7zB_(lEYG_p3sfrWnuY;A-Z z%3)F2(uNy&>_E=a4U01D#6At0`q!R>DoxHu4Th1J8rE78ZA_hKCqHM1ut#CMVnd+X zo@=>4vB&I@h)q8O+5;e};K_aRgXjt(%6-ofI@B4VLwzdt-#`XXgyfii*I>y?eLo)r zLwg$;ySD+cxd4s9p6uU&&{raCca(OFwosx76g_(^dARQ3wc0l&dEfcY%gYBfFaY?5 zv@ZZ8FmrOQz;Qwl3EK`R&79tYus|&eqOf+z_hrF-x8%x-;NxFhKB|Wi0HPpr0nu}f z3c;jjZxQqW*B?|34~auF>kwdG0O}$V9$IeB=C$ zNz~qF*V!~pklZQH2_z>mRP&~rgyuO5QKz%}cx@MkxH{Jnfe|$GLV}cbe$lo)qEo>6 zdDS5l72-$|6T1-MIE@4%7X+4YH3p$64XU4-vH1ZjG^UmZHr}gFGZT5rh9d~MmOfnV z4iP!OaHh`(SpXMi0c4OlJre|K1f}g}CsB)Rl&cx{Fv3C$0 z16=}%g13-kt;0n@^$Lg>KrymDq?UH@IY2{T#R7oP(Q%v-yf2xi=9SYA`;he#n;%RE zRE?c__X2?BYAM?eWC~g!VGKeaQ25aK!envap1%GJB$aE`-ApM!fMwWIrARRN?HbgN zg~Zl3Rn^C+M!eBQ^0Gqv=<`=**Wf>g1%<#mg)D1r8b1>@^N~8N_!|tW?($WW^_-)2%8NY4Z zeZIS+nc_93(BkcmOS-bUe9V0VUJ0yQm0vrzbi)1q#Fxc>e&>+~%-d*;*dEi32CVvS zQaU0rd3c3|E1}-2-lv^BVE}MpRRn3P>^_NuPI!yF^lLZ)u}jPdiDOgSiv$8nyaILT zV@J~F^8Lkc^qk?1^1q_1DeyYvEeR3N+n!7G0Qxw5DS2Btw*|2VXFQ1cOrUh6IqfY! zeS4#`m|NSQW1Im2)ifMsKf{V(TS2P2==Q}t9YpBakYpk1iw!Qm-JeZ zoZwowtn+5f+fHL8hgc}s+(0#Te}R#3Jb3u9e41x#R6c@>RfKqjwq)6r$BpCfE^&ny ztU6l0`*3(0O`-f2?{jBbmh{usdfh+Rxf1wKxN?WO-(QOI*tq1Iu^TjbLJVL9G6!y{ z)mY#jh{DS81Lo#UryZ)mmhE$k#cXOh8Xv^4X=gOJB2T(%1W64T^IbqlU@=o5H{Q@I zL06x)(An9oF7I8T2s;M_N2tPq-sNG;@N7nf5N7k~-Y*Y7MKxJ&es&gc^5kN#t^+&^ z|M&yk(39ie;Cs!u%aUqq)*T<+TI&bGPvDO{%jy{-dBZpr{4AwWbRSKjkMw?JD6|Q_ z@-?EY`+enxjGg~+zCAr|+h`a$Kob27nUBL>8&PwQ2KJcJ0xLLNHH{$R-&b<<)-?4j zS#G|vEKQ9BPRL6SQk~15b(GugGg%pG1AQ3^#4~F%1&_?nU_ZE4-p2>6Llbocb?nHS zV6Wt@(IfZzCWQOtR%@}frW0Wy-&Y`giI6O?9)M-j0us!qumw~>B;}>>8I)<#nwcIH z_0?D`c15+6ZOqk~!j!Hp1V>>6{~i~1qE@(8vv%y4^VR}xCsxyQdMJ*NG0x_?IRJWq ziYb4+^>JUz#k90r{M;RXf0E{OComO}SgtC;I!eKa`P2fF?6S|g?`M*3!Zw;a-}i5M zgRM80Th$VsaC}TLOwCo&b%HSM32Wv3-ea>9Sf)*$>%f#eQ`xdCTkjs-?m?BTwXoQH zRS=~>X;9eOrH>vgmw-)EUqHz)HP6;95Enz%zWSNM2{%9f$UFhdSn+*>^@O?)$m*YA zB7cVb=l1Z|TgQG&oBn=_)$D)93a^zAbv>pBD;U z{xcphdU+TA{blf;|Jko@-;30k{J!dE5FwwO+?RE9Mt98WCU~(Y$1kIEQN}>z=-E{P zgZSHJb8`c1KpBIa4gwwJ0>q+E{TXxpDTJvfQ9qn`0)z%Pe%sTxA`E+XBAf)U?|`;` zrPEPsXa%^#4+XGmeR8IekniuSkbO(Z2F%qSIWPFK7l{6zbz~CQJ^(tPs}q5`X(Bz8 z-|_8-kJQWl=Lej1R{V}s2)(^S!|fagA;gT^)(-|3zC)?-mjt~3j`+KA#Ni^B*+IVK z3}W@!1lPUJ_9i04KDxl0z=8OyS z1~Dd(A|JdF2a^w?VB~Ay0tzUAVXKVHWc@zGGk~8UJc2;~s-DLF1CVEez9%4h+Xc)M zWPOpC4%iI8>$xQfK*G#c@}o82CT72lGjhMtFsN+h=GN6`0f7|=MnFjy1|mQ}$K3Zg zt)cK2qWd(610&dh&pYaB!~#^$-T0VbC`ALTsa6K#@(J|)vq#Jhy0=~cVgM;f%Q@HP z@u<{<1t>cp3@RSe>DPSk%QMZYGkpA%p7WvA4>%i(cS)S3)C@6=`RQ9VQplL#8IrR` zl{y3H`FuoX7qTla^o>0^9{o)o{sjo?e++5)4nUWXy8uuR_hdPwS6II!i!?I;_(^$) zmI@F-~Afp^A8VD&i4egVE#>OUCh8_KRdolhju^EXb`jp z8!C{{-VOtB@&FW4YB=>T$?krlcnh1ZjF|q(i+{GW5VW5G*b9Ia;4=aVVQAnqK|u(c z1t2YiRWCpq3=aoU?&$bJ9|Ndo1#Pvwc1j97L&#A<{{jCwsCmtrlVE?fdKXv|R4og9 zOZiEQ@_(I&!G)cB*0PbA`*p-iY=;qEPG!u>@NRQJBO+n zmoUWH(FFYFEaAUsqJS_&IKM4*!VR{IlVMCiK|nAFIcPdmm46)e>K*?_-Sahzy#=01@TP8s zj3#6o|GxU351jtzzv0jSvH2KP+e;V<{nehJA&D%`-AK;+pYJ)1&)Udvi%WI=5aju@7#RjOTi<^1i=UUpkSHQ|NFAD!y($RojFq$Ol#HO=D^a=ar@4-!* z>pA9;sqnUM$Q1p)eAI=j?_b)$TT)9Oy8EYgtW8*Mei6qYsMr0^N}~~~!MPK-)E?qv zDw0U!jq*ZuOCt(K7Xsm3B76U=uKG06`?}SyA3CUSm^PaCm_h*L1F46nQIP4KjODQrfun8Ls8xnnbi(2`F#2BYcDATOS1U9 z=R%<2S0vffHnz1qMi#I1b6skm(2-{bqgph?kqW93y@OOC}_+M*1BO1qmN8%}0}p-m8m9_Cbk zFSRtjHw#~w{MR2WRIY<8r;q~l7{@p$r!K&Hc|K8rSAgPDQq8LBqF;Zlfvd&R1P7u+ zrcwF#A?0UERP&Ai4oT$CpP5|0EY#uozY+gf$fT{(qt*0X_W_(DfqBm(ymy z6q6YI7Klrs)#sWCB=}w&8We)h{nv+{)LTt%I>-d>ZmXz;TC<1u>2)K!D&tlSWPE`) z{w%celaPG)u_+G>5bZvY^TQy)OW=Sr1vg%t{bXavSWkaf#}agQ5!$5^Vf$F&I%jC$&U$UA&^3u{l za&YW?RsrP6#zH>iDnfIf1szt0-FpG*Z9*?Fm|#skXGp{h&bfZCLy)H-GklerGjynl zaxCzK*y$g27cvSOtHb*GP??|(B6aWi%KYDo1*ma(H58%@a2Uw%E#;A5wZ;}z{kh=S z)`LZeG{}V`WH?}6v;Kso04pX6^5jDTN}EZ}S<^Y^E+z{2f3y}SZ}Go%fWk}zA~)1(t(3i2XbX$+=y-Q?jA zDPfNV>S8J@uI_suEMwU}+kbSA*0yKXpL`($08kZ_c8C(+sp|FIc9h3V10e!*nWl?) z@AaI;0X*TOg7*NmAk?sCG7d$G3mQj}>TG-k0X^IQcdxcCp)Env3*y_i8ykT5xVf1l zSfN`408&KN^4_XYEBZSmdf+|hX!mAwt8@l1)n`-Rd#~0t*R5G@x-Gu{F2nPIfg9h; zzOn9G$5+?op2M(_T$6Gb^uhne=A#FpF%%^AAvghPFSYg$hHI4q1~3u@Ae66!v2@4N z+FPIvN3v5Psn7ucnk{vUiAJT-^i8{Y&(=jS?Hkdade=b0AbI~n6e75aT%OkSHt`^= z8v=>)?)A36jqMi3YlSii*zQo`^mj2FES;?iYFMkFzUfqw6VAzoIy`7gVP+244sayE zK4^uqN`hw%@EVkIAj?!yK{|8MpQ;?5H`%Z`-Z9E#vWVwe@2yA_edMfOJFbp9Zn-c> zFhe5mt&pZZY~Hh3eS8+@5QVA1CaqfoU$nKXSz$pV<+q)7AK&i`UHbX~%70W&A#EZK zNHIxd-nkG9)ZfqqH;}8qUjiiE%3J=x8AqN1)$$C(>EVp|M@D`G^W4D?gpEFLe(z0j zoB*<3_-_LMjb{DV_6ALIi z;+J9+sT#74W9jje)~j#VelEFG)N@4X0{2PGKl7dCdjG zvo%BTe|NH~e@+w(Jb;vR{hmMZDL`THYfBm&XoxM082>;4no*s#Y)LQN#U#LO2LIdL zEr_wsk;n#sg7evt)tbd3ig6JvOQ(Nf6OEa)Gc_nFlC@@a1B!HuD3*U!;q**3ec`)@ z{`Fx#>Uh{c7i%e=n^7Nn4^N_j6*q#u1pf?qRLA2JKkhV+TC*8gJ-GcG$-mr@{j2%tXYfRE2QC!(>{^&1AiW=@ zI4M#WK-T1=f6M@aBand>c#e^pXC;OqlGb8VzxK~q;Lrc7zeQ9`^%EdL0`37SIG_#8 z2_yi6I`CluxEnXbfe?yA0*SKS@A|Du6K&`;=_=u{?n&0W}{fVJH#?7DiD6PLO%;w;^3Shss=&Q7YXUZ>0B^TZ0YnOA1u5}Dn2Si1Q-0{5TRn$cfp8g;06?jnZ-YZq4jA4( zFC)WWcNb>-5Qwn2xr@rmB#Bjsf*7BI_^qvLQYm?xy7t5yjqa<|no8#IbKMZBTYzW2 z?BQJx2x3d|D#D=dw3T>(kBr{9*}Plel=JorDoEugbFgU-QuYZ|o|-9*^5m&Ei_6Sh zkNM-?z94+kBNI;a zvbHMzis*~XNJR6M z9s_vdnTXCWag`;%>uC9_;d{?n;a%I^e@@#@D9CzLl|Vlovh9*TuL56^S0`T0u~EIT zOqA4*zpWscM75S8G~d^hO)wE`68qA2pDjR_@~AKDAS?hVmqe1h?|!*A2U6n@kpSCk(0`7lUSk+xSZ!{u*Fgm!HQzT*Hi z{SaaMsNh_N1x1KW?M9IjBsCYU6Y4~gJZnV)<9bQZfC&gX@ImFwTnMI#h$+xO(bLpd zo`s+ut6{DQtI6!7q0>+IgaH~pvE)O|{?LGNH$T|TPo4iPH=6MiUwtB?UGUaL@ua`I zDNN3eK=GEp!Iwsma~^>Fk9tIdg#qk7$Z2AnoJ$UAK+&yxBA9|w6Q`SV`wzgDfd_Lw z=)S#L1E?ecl-kDvb^dwqfZug9K~y)T7Vmy=$NSGDD%=5p5!&+2ieYOJl)~T6Jx1Qh z4jO3XyC?L)1MW!m@}2}Y2_x9)a<*`ybuKc8QV^BEDMyZF|*&WcfSu{#| zJB^tT^mVxZQ(GTB`#?I%rft_JL<7FnCv&zHDipsTb}DEkTTJV7l@Zwx0uOwgN_znX zN_Qo?f{JiCf7j8rN4c3c9-Eojz1}GSyb^^Bg?~R?@zAUl$nRJ*QhmQFD5!)9jv%;`}=PA z)%}=w-vLs_JA&q5`u#%bjE9M3P&f;26SJJ5CEx2d6uB`bQI$)GAje_W*pkWlar1SN zREw`~EjHQo@NBjJzcFQDKYUH^&0VjKD8q6qTmJqG#5r}Ww=1`m zuR@Ake~?%5es<(6jq>E{LQw38t(u!b%KshU@n0nlfc5@x32nU$XAPQ zr96Sk1rHGz6$70v5su5D^cA9x%e5@SMgR_mEoRpL%KJ7Vw?Fpb74mU|{3(}aa79%|KI+`AioeVEgAhs8ENSn9~(?akQmEf!q|9u4$$pGj!( zwaRJI1#8b0bZOn~O4tVhb3L~t5MH(w6!z~}aA~RM;V{MXB^KCw`)qJYpKBHD`@c-B=bF9%={k(@cVUA}d=Xc=-xL=(M00`tPey9FQi6=uPq_4V?Eh+_|x4+FF#(lY|szdwGGh3Tg*(oX@M>jJ1)y zUdhN(iy44HEKdlP5ed?u-Ns^o=mO`+;dp6)&|o{$Vk`u_xk@eqmrYAAaDQhCV?id3`+{=KT?%gWcSO90;hhm=$#0 za-C<*hoQR=re#TQ(S_p`9Si%N6M3Q>cL*jH2!)GWK2mG73dJ7EFo6)SY?Z@D05uP2 zqL!IDK7P^*6s?Z8&q5(3lp}(@n7?V0kO6`1mAsuo^xGMI(uZ$rn*E}gb%lqdv>$O1 zKEjZ`1YdAuS;ZccwRy!DD5b(Pun7^Nu$vq7qH1Z|D6bqV#SvhGu(THO^x2bSoog8B zXw1$)fkym!%`fcThWHchy7dlFY8laICkDmRA{(1urn^8y>H^jj_(4Z z`L;E-*)@}((D<=;Fnzb}s}>JF1CyWyTu*K^NCW{GN!7r-q+x&S01fESUfa6otPM`2I+EQs!q6A=*Z zesy)V>+0LTu`Be(0WKdx*YiQep{4A-CZSC7t5)k4QD`?i(5`_NgoSntM8ixc8=GX)M&K!#}sT-E+u6<`%iI({ggn=oyW^3@mjF_j1J^Y}Y0O(%Qt}(FmkGpz{5EkgkIa zER|_|q}Z0Irxq#SFRH7nd$*MM;v;1}o$-0YYV_M6dR4+jlQdBEc@3f}A?I}!lp{z( zMsJ|Cmfk^WC-7cK1z)ep{ya&@o$1B&tuQ%_kkF;xr!VY+*^n<-V zi>gU&%Ya~@IY^ym+SyiUqwvFDh8ROe8Y91!w!=Y3WGXs5L6Ycok|fAde)|4bv*9DP z(^|f)d& zGpRCymw#5?K7+oisvoGc?VAQtvHX)hV%SjIZFJ^DyvEaffKC^PaYf2aGx#k>844QK za`vpIwTj$c2c&CQW!xT`@+XsWn%hnv-@*um=iu1yd*+ho82&mK>hGOD8#$5)d&b$) zS+~Z*a@JKQ;aYVbh#u|WNO|o;s&J|lz=;j>JOfilnJzFx{t_=PkDtE=<*sVZt$gqT zV2muPhRP2TIsu5Ohg@(2a14I|F_%Q5P)p1H3TUtMc2JOH_=}x^F71|KzeA}Gi3+E? zmVFWX(lyu(Jp)&w(#aPfv9{+APc4 z%p%eD;w{0~$k1mkwWn`*QDrg+6yNv9LBE+s3Qj#8JH>zdh62~Ciwi4oK=jZh4(N8! z&yR768o|7`x|5X;{%4?PRdrCxC}D3=d-zNRnJ`Nvt9UQM16%eIq#0dolF>{{c;4le zbV@9iUjyDincJv1Ypn|AP~$4*6g1nSPM^-fF)~)$psU`4>B_GgDrQTsWk< zu+zK`v;25c!~Ex|1{T)4+!so5n7K@oyo>4f7vXu$kSN;417?&J;_g7`IJzK%7Qx+( zFD+B;^sVTJMpn-x_DC{Z&>s5#0Eo3>4%q||jw*Ca#g7h|+C)g!Gf z`MHq0Q{nVYW*RG^!7)26sD)GlZAI5&yRL&gDpZm7PAE92`Y`75B1F^-6**uKka{2J z`U8tH8yfpH-yqsJFWVMk7Ka#|=ar;BtlAVh5pI22lXx2(2JLHRFbMWJBU*2C5N)`A|ANdowQmNLk8H@lckUj~+*Q z!Z?g6wNBU=)cd|uYh^hHzoF1P*+XT(05>WE^VU86;>A?~V;zacyGW12MxIiYdWqck zL4g_2N~Y0ftCc+r8@jDRrN{Inq;utK=f`}2)W5gk^)~OXTUgge^WVn9nDS>^tVCWY zaFh!4sT#X20yxm6c0dr}^mfx7B>4a*L1DKgcyN3o5r^=!X{D!(Zxpvp@B(>(?4IyS z0x#t%>arKE)y(S#h*)vFRCYytR07=f?X6fERFLem>*e9#<~T@E2## z$TCgJ*m-8(pAN@{1NS>XzvKmc_MqjYdNLiyV;)sJ5wn>I_irFkqo-@;51I_KL zMLU_s6<1(cCv=_d_Huk`kgwAI*RHpq4q`(duW zwW|uaJnMa%?>LA_KwAvi?z>!y2^_6&KOEwA>u5$D>mZ`t4ZNXKB%(_A?T8)svO&9C z0yA{>#g`W;GeVo`*g;qJUd@3ATtN6BT=_2*a~UV{`JFUI!o5)~(o9)N3Q!?5AqF9? zM(0uwXeL_h_utu#w2Cl%5R%tDZ9Vc#@34zuNu{Y?sqJtIUFbkK^UTR=#w;cAJ6SxF ztq;8?wXJD-#lGkeyab@p+*Or!Uphd=X8kPi%%I~9tX;#(Jn$C%B?A1lGL>ywzJpQ4 z^1?2c9FWHL7B+&Lo7)6cvsXa}tx7#=cro+3 zEN9@0kLYA$%=d@Me3wsMxb~DC45SXTqH!acTao|>QD|m8+=VgUtCq1}xBl6?eAou7 zU5eMiAfID+v+QDPc*XLK>oG^WS;rgryvI3xU4r-J?w0zwkKl6a6pUxrBb)EW1KW~k z)?u0#oPd!q9Q2sOIBDjpSGSN1Yh3Ro^L1!nA{Ihr%C5||-1vh39e97`Bc^j6SA7C*VbYF>AepK(Ca0itYIQ<^9 z`!Qy>;uSOmL!1R(iR(wh=S(3ik!P{dGC1a-#cbBx-+6)4IJ|D=Y%}SWIRq{$FHSmh zU&BSITIW4xGdl_c9(j%t?@12A=Fi&9<8q`WY>s&cF30FiopJi%)_d`dw(Rw6&7-!* zHkY*;(s|DkZ?5oAlE|K6E6&~M^wZLWhEoj;WP-sFhhMV7M7CrC#Y5pz62le8H)Q$T zBJbBOUIulhE}8FLhI>c`MBAn9%GuuK*>!Tk(zj3fVvKS3se@TB$5=pNy2uldIyJw> z=Psn%zl0qm(bJgii_h?Z(tn?wSto}i82ET!HI8LHCRZz!PtG|$ zQK8BUuI1-CELu2cY(Tq<<0N-gI*Zoid5dAaOr>G}_&#Hu@EZH1`@kh39?kJ^#eKI3 z81(5P0xvIL4@uN9x!MjDu5W_MRGRzCzTgdy-Blo9DZTQErFAOWC1J}O6v31&_}ZR zr%LG9W6tvfelj8N+?xxBFi+W+U61%3;L2H4e$;&P4Wu%e`-{i*(eUj6x7r@f=k9LP z7pQv8aB7-)LDj<0Qrb4$mo{$RJA2f`B`YL$EZE$t@G0IG#&1R`jiA*j@u_bg=3{w8;(~+ z8@#tl^lwm&EQ%F>oTVJuYS7!+z+gPb9^9x6ef7*TbZS1Qt9@~<+{`lkt7$N)2VXiZ ze^(pzl>P9#Y(-zZ`~8}W#wmURGpi9R$J9rjmDnk$dM6l1#8eL7p1FI8iJ%23IfSJk za>JTA?cTVV%_|mVuRB6x3El@{PH26t!z&He(yaITNOO-Wono(|?Y-nX5wrRoCNgTm zq4APa**tj?XZ=$&Q=tpLzV;aRbM_v5vA@g^<}5rB+sHMu-UX`>l8bH%o%ofg!?%p} zqfZ3PU$aYpmic*X;p4IC?78NfDI4hO)6A|$Oz3+9VqYMLup3M9<33Tl@bD-NX9`;&k{GU;m2t8Xo0HSt z44W7y?(Q$*J-htaP~4{~+aIr*cjK2O&N9G&*0|I<^Ll58t9~O5k-hcWQvqFl6TIlooCnrOdMQlLAK>>YyNy+hi?u8KJ(lhd1bMEdPXLbi`DQ55_2(s^iYJ>CYo1Ez;KGk zeX)b4evkZ`{abQr`YN+X_rs|j#%}Agjc`op7$2htrDflfwz1JstE>&%!P+Dj1}$}^ zw?wR=`@AX7Xy!^DYA{qbseO-lCR(-BrT4nu=}OP|5+@nhpIQBM7^h2+5rDBS;A0Ly z(xX8=~}cvW!;x5@Oi871;8P!v**NC2c}N&oIM;NaVB}Qm0aDM(CAQP)q9;zRY9H? z3z?IQ72j&{Hhm6b*B>)2G7`>US?RawX$cFKyjgLnNoeH^wAGhykuJ+2gn1+x9D`|X z9=pB>1pwhET{hGxK{<8BZHl@BRLy=DU0(ZM-0j%OkGKM|rUOnLqe%#lB-X+rt{}~- z4oW!UG&yOP9XMvz-$de#8Y?tw=D8bFRTXlqtxm5A^V1|JzLBqTS!M+bWK*>~drGyg zT@9n852p-6Mjx(OWQY1{JYz3XduzkkQ;==#v3R>0j{ks1>%aT8G4pnZym|fSM^f$X z)p%0nnqv=LuF^F_f-n9(CnH!KE?)~6z{rUk@C{exi}=d3)m{tyNpTP7j6~(F zQ;pKq8mhxkX^y2P2#)}YhXqMn^!yB4VgBxf)6z*QYMe}6Pc#C^0^NLKnY)8D1o(Xd zuQP+^{fNG2sY#j7!U;1!0_Vp3UVum~=yhPmRg~PXb|}8i=D1t*G#P((R?a_lTIQ3> zj1YPJou1NFOUE8Hnwi)_YYf&G&S8vYC>3(&4LU1i1o$AHB4HDUKZ%xjiKt_0{w``&s#-bkG~vQvg}kvGYGAC4ypcg2av2_)Vb^{jSs21%rS~}9 z$yENjKDEPIQBV*ZFfn#^Lud*g4mpTYr%T>-O#AlP%u|}{OcR3jo)`!io4Z+E;}S5l;dbd8_dcY-6u^t4uTg6_hjI#ctBFgOB6;R(HrX&Hu285E zIPqG(**)Ti%qtbSN-P_F+($OFZNMoS6cY-bjGeD|e~QQ!y39wLlgg#LI2dLqZxZ2T zA<-6sVSwoRe$A$b%o5MY3{jeyE!zHA3Z2V{sD@~ffTP1ECtxTz>)V}Ei#f2hM1A;+ z!tAxxYOM=pSab4fUiS7=QQ^@pFRykH$~E`qp0RK3x#bJdcc2!!6xDvIcx0*Q1DNmu z=eFW`t8l!#D5b{Z)N7adGS#TEuly$wVm8%0T^Oh=odQOO(m}I=EP|$S2S;$Dsi)J{ z+|;8$4P#WS@5g@8pZJ_Lp}Y?Z6x{2za%0qM{29xfsMKqCA%mhGhuBS}NcTh&lX85(U8}b4Zxf{yb2q zH)SI~*ERQC+o=1<;0hIfo*vs}g#sJ&NUMQ;G_fM9S|)0s!LQ)~T8)iM2a z_H#?J!d?XULKOwa-d3Nj3GzWIl}=qA39X)bn(Dz=DqkSq6e)fr<-_(wyee#%#6#EO zE<;P9c8*_q%=qGYHQg{~k(}sny_Vf~<1?{y7a?4C@u#Iyn`0R&r@&$}iH|eZXZr^j z)6P27S2WR-dqq(JpOf(sD;_xvqGqqr3P1(pnu(dkPZ(9MF}`T@9SM%eZFX-c{Ki8 zr0gYusvf;V8l+-?)G*Hwh$|4OeYm9R{U25LiJs1x^1j$Pqs-`l6ZDwBs2fzlHn1D%Zd1+CycFn_F74n7FERh8=*_K_ogfKmyZyAo`c0GRVu?KNOMjR zG%a>L5dqm{w5qwS;G(9!GCXYX{1u1B!g5ka!XbL?h7h}3jFnTN+)j_BMZ-Y(C~Sg^ zZsTUp5n#kyi}HVN?9F9=OqYC;&!})}_f^J|8N*-VCD$SiI+YlIO}Ok^Y^moXzjY4{ z^0Nr@8rYpMK8s=$n+d<<@%(Zft*N)BkS_h3?&-GbZu3osCA!RBPyG^=2O~SWs>81P zl(_cI5+j}-3Ai?xdjn@_lND9cuNl|&)t52Q!2YyHQ~|k75D5E9vS;~E>$nXM_i#<} z@H>xF{#$+|Tk)erWLV=T!-9U+eC03}1K3IxDRk&m!%fNAa^sR8!Le@zJ#zc`*G|?2 z2YwBPSP(mY_v)~Q0$A^ML%-|eLZWv&1+behQYx9YrYr?OT^cZg=g>a`ZA96SK-XXs*C(H!`cv^?Hz6 z^X2kZI*l78<$6L~@iSH;$D8ha$~;AXIHe`EU}j&eF)pFnztZ~h@in;uXxr*m#>zN% zDCS#l)U8O0o2Fn)W_CU@&q{-u?ZNZm~Bed53{C z^6xhqH!ARUg%*073HmX&^d|>Mf%{yu2-DdsRDtG=I?h{Kc$_NTRKW5PeWPT%oqHf8 zpM8Sj|BHo+)g#7~Z0pu%kViTlHo6QWDIRa~Y8c8mD_Hxw%XY?YA&2DaEJ$Znr4ekAmu@55T;qMb#v@)vIysFvWyt(b+EzrbsK<^F9!l%FwjV zExJku9!1{&tYe%*$U8`Myb;dTuiGWQCZ_pZG3nz_k9At*3*)yR3*}GO1idF1)Ao3r z3gKq<_Q>#LLG|i4%eibTzpV-m<0r*lT`5-`_Gs*jShp^1NqCx3T|x&9bZ}QnU8$)( z9{n@UajJFU)aie2Z2hK|qTC1p#t<>b8-~Ih zmexh)Ng)=K(MCDFJmka0Q*%Q-$G>Bi6>Jw|oqq_ez#LcP$8p48$$6Nvam4SP*1(2! zw9@8C#M$Fwj<|lxC5R@*7Rq05`0SCG!aKv%cDRPh59Z3h8S#!I9+_^;M~y&}tV4ij zye(A8*&Z~{->V|TC|SHISDyZ{pS_{@*JM(7!FKWV^6dTZ&*`xY=?gBU;Ku2!q!8YI z+V{f}L*Yz^DdvNZ{N*^w!aUA!+0bkyJ(nU)jtAzhMaKgcFED!84;cF{xxasz8b*s% zr9YvMzaE}oB@W$Rwwq;W?i282^$cA>F>0|IJIe*|D7;Z6)s%GgWQ$rF;9U(emFi9> zloE1CH<{0j;C>2)g^NG)XAu!GlL3WlNygj8^&$OCE-0oW#t7Z z!$SAs`}uJvv8g2Hq9F5D%-z0^`JBlu93|SlW|4A{Ii#!9In{LQ?8l#cGaW2wj5~(=o!5Fw3&F$2A&2B^*JA+5Xupqo%j(?PkhSkg3 z!pWsvs#=};{TRY1toIG-RcxP?NVMnnB0JLnxxb9S3pvKc9z(88t6|q0f zc1=|9T!M9K*S9AXq3fSUTv6{kWcL(j&Ci+&Q+3VU?kZ}OwbWjM3ffh9XvJXYJO ztm!75uTnLfOwCcIp+Bo8FL}f+I%Bw*r1I=hpsZmjZ$VP*3L9~=*A^0}lhcH3j><)H zGntaP@`}6PAIRSs*Q#eLS=IPyf_a~iE9E?m2XTwH5SdkTWQ!e`{;u|KZI6VD;ho|`#HV9DP&+L#k&wNF7znvnS`ytxF9Jfa_(pHOe?Y>3~fP1u?^y!s-TwsiE zG+x{|ToZP2@ou)I*@`(a=NqZNH>o@L6e_WQa#|FAgW=p)@7ipi=OdA+tuzPh0JhCy z?2=QkbJvz*mgV&aSHtAD<>M}g4du%ZB(4k^qsiP62Nyq^FJW?ok447+>Mg@Ml%B(d zm&~3aQhGIcQh{S%h!7B%Qi;3lifV5ZVQmIl9l4*8F1Uc$K5> zLf0j&%ru#@^E>BaIb# zoTWL`Vd7ohw)J!pBD}R%ZeF>=2tj&X@%!Qbi)S-^yy%1R zV>;rXG2x2IFGcD#OJ&Kq3j3rlsYsVr-Vt>d-6!_3&kCCLv0*od$@q*-!R8L(ys!lM z_IP4NhezUdHb~INd2ANRSEU{{wz$BBH|#LCsrlBU-u!P*vW`~BNvi@5O+48aaxvjSH{G`0W|xHUm0~ppx2oZCTF9sw z$Qwy%n!a|4qFR2;B|aBy9c-#E3G1(g%*^Pt{w_UF+lVA}N+Rmn(Xho8bWM0o5Vfu; zA+s6n9pl=@cdEQujh)8)M@)s5zTrE7)dke(^syv5xX0&;|N z^o%{9sM5T1wmWwt(Gj5O#=G2&cYy<`z|d%SYBk9E`lDicHz9YyZ)$U+&s{Fy@LnGt z!hR>t=qv78S`9bS)(E;k zw(WHuvQ~ilPcyH;9qc`9rbTscgR@RihREZ&FuPDuH8a-6F4{@aZtl0_`5GeWmG+^@ zIJ}h{-3>CT9?w+LmvHZJuUBC!L*wVeHYl(NR7V22du-#6vi3x!T%E1UKD%fw{-K(5 zI$+*wzPZ2G`Ewj`L-0N|Z9CV}*8lYYrBswbHw2wvn?KP888e5>nn_CK3G$(0B${)|ppCFU z$qBf{w-3vl>WiAjKS*bZ_jmOjHZ`P#;Y4c$zUBT3oPh(zlb1yrQkh?=u24~}j;s^s zuT362i1IrEMm}E5^(e2)+$Z4g^+AkqcaPaIrm)5)Yg5Q0*cDi)`t4@0jv>lfx*ohe zg5oLSdA`&lo!$Hc^@O!~cT+{PkVt}tJkS78pfxs!9K9jeP1qM(`ZSE)NPVBkG~NfLe4JbhXFEt>2%d?o z{?>+ReEe-8eF|!`1rePY8WtRxH+3yc!`vE9sdwo>*AJT9?$pPAxf`gyx0&)4aeaom zDWk?zE;NIF8T1dr-R{G^)x2iAlYNn=y7y+0GNXdQHiB}ekXEh95K5)Z#ppDIK-##M{6~%o%L2b{$ zzO$Ltm!p+jIJ@c265pE;O~@+4slKtsvsbdNT`3x#We^`PJvArSgH0W&vi2`1oNPk08G9tlnpIXqZuSoUv)f@llS!XT{+CZ@|S zy*+i-ywXP;3I+I!oIEGb?Lq<7m}aQl6jp|D@3XDAOz9a{?(<5~)M3p_OpzvJGv@3P z6(}MUi1sAAWp=NaihnO^7rC$)4Z;8TxROPP6-$brwQ0|A^b$t(7%x=*x!t(&VQOz{ z>f7P>MKgp7`8BE8=nQ8W{tyt3@&@TP`%_evAN?<)zC0f4_6xgGT5K(rtSyfy+4m(| zno0;+2Sc{8jwM@zp%N;UBKtD--H2f@7$ix?mSODE#$b%8Y%vY*?RkFh`_9Mb(;v+A zo%=rbxzD-Ib*@wRezK(E{MFxovzGg+TwQE-#VT<{s9gY&dwZF+X#)b-%kRG3il^K+ zbXSQ${FTD0ljh3M zb9!gUQ01Y#DAh`*vJXeVuM(s~%-2w+EkRMjY+T=e-LKg7nF{@Z_XD7dMNQ0_yOd>j zLw)pi(gX0jZ<^H$Of~;J{TI=)Cm(-2_Rj)b<`)p{I>*qm6d!tpYu|SfoZhM^Uo zY>&A*_O|Sftav6A+ymfFyE$#KoV8c{1T?Z!OpD*=J!dzHs}rlm5BDZS4U%@irD$WF zan2`t57%JsXc}-WX-{0UI-%Ww{tFb=3d>c#k3q}z=`~QqaAJ)6LFoWwk=4#eJ8$n4 zKoby22_arS2{-#(G2>PpubHruV@NYyNXh%mK4GmNB16CJy5iYWkP&7S6u_p>C*LQz zZR;(8j?JYc;q6+<8qIfgbn;;#>|{Z-PTz(TaAwwCuk{QZqwibio%0c{Xtyk?$=Mi( z#2kV&W~rQLeWqtHTzmaQ#x`^U9Gc`=Z)s_|<}JFwHl@-D%g0g^dLglcgSsYH^slm? zA`x0Yrmsk_aUsdP5H_wU`Rn@~u0eY~q_l2KI^KWr;=^3YVfJU7xv7HQ>5{}e(8;TA z*t`IX563IjEPMZMyNNS3`7CXB?&_sF-|N4*KUd+ZTz-2&p`*v^B+AD$7AnHB>of~{ zS<1~$i*%!wLTH-Wi89Ah09~zXk7$vWC@@1tftv)=D5d^~&~pfgS?Oj0lz%p%>iw;6oUo;pg>t^*wfE z(|PmPCyRPF&m&(B8C{e;_3<;~RWCDQZL^M8EI;4SyF-;mvR>AE3jnLXC*tvKT$5&7 z<8Q$DUeRtL!=^mAXfMB*R{B=DAS+8o zxr{!CV<2HVJBT|dWa)&v>2!0wcHO7SosBE2YDm6Pt^%XGUc670&vRitJa$SO@GU_V z2qYxs!i%J!^k`d^DRQ5YdlV_in~EQAZ&f6> zE)`3E9!tMHwNiERF#Jo-Q(+C$Ci=tB^5h+o@{MOlCms>_4-Id@9nUR4LodrACy;3GfQWw$PHH2{tByT|AdWU>Q}s`oT&d zbBdx{2A^%Xxtn4JHsInE*Z|UcPn80H+io%CqoufQ-uCZsW`ds$i%vVDOcXkNhfyAd zvUelO`-?;j>&1wPr#GIdPJ~rtCH}rDfUHXuGc25KM;_o>V!`U2ZUdpc%&{#NXfmsQ z9oF+U>XEFgnTCdZ6_01lKScRT1FgX#XI}R(d7E>H{<`ys-tfPm%8LwJx8Pm&oMFG?`^hk}Iv(d3JE(Php#&g|=~kH;?eD|wxU zbW80>-(sZkY3ve(&Q61Jeim3<;!+q;u>|~ry)?(J`nI%v!$;M+?N+eo-f#V^)Abqt zr5V(L!i$*>6%`9q1)&$`r*KMVY9_q^+5#AIKy!T^P`nv)6&Rki9hh}=KbGHIA1M%cSkbO3?`__onq(@2M)Ckh4HUXCcKn%c&`_; zJtHCYbAK9Sxb|VJV+2C3^~3e=_daD^w2_o+Q?{7R`z^)(W@IJQ-Xr}SW98R*_t22= z@(L@X%fC`eZ`K7`04|1M80rg{K75M{KaYy)eYo3dxC3Py?8kqmlHZ{l~$c)}E(s;NxBNwPj^^UtNbi;4NQ}uK}iF zuB>(9cG-Tc?EQ5u0#@SHy6c3L6n24HcAhefT z04asKhxi{q?1qoNKmY9Z!u8?5VVTv~D@i+(tFtK?H&B>LNB*-3vx_EoaxSQpY5Npt zFi_x9ISw&j5nc8ItJMAkV!#EWfNz+kD+w!12zxKJ%~j#q3U?-$25-#r1D84|M*$20 zu=V%M<&-^g*U~B;2wZ4wshjQ*cpOFgBW&h1rEm+K=<{gPSx8L5Y@$g@ZV$ZNu(3V? z-X`^_s+aNW{*~4HT8Z^@lGgd2;BEYsO?TYxdYMCGJh78W0v#4;S_NAX^7l4+DY9v0 zhYI*-4vOay(Nptg2JMtVk?E0s?3*kxfR-@^g-Ax9IEn!g67)^p0BxQBRhKi+Hj}#A z3$HfA__+X&Co*Pb$v>TH=OVW4BXD$lDJBVtkUJ>^kOA9R#8G8H^hr7h!aMNg2!Q}r znO+LmKArhp{g(>RS4EfQWsU9p2-O};_z#bhSXnU@9)Uvg^xFxfsp`aYVxpoZS8Up^ zTO)20Y_`{LB?&o!+ACNlFq3d`E9H*6)+WO{#mE^htN84oew*6-v-7fhO zoiLU^F=BUKP}p+N9_}!A9_%`^_0uo$FBOJbvzX-u^2R$KUuD_Ss)v3dNyAz)y(%w! z8YU-KmQCY?tZQ?S62XO@_s%wc>}Xi(z!YA&^Sb^m=H`}M@ki0p$^st3QjQgC)mrp| zHp}<)^*!ckUmg7R6_A!ZDex?au`4=N?HJ9+C-ep&_}lGPmhhpe0x>7?ANdkmcME5etEcrtrD}!6o&o zXmnD396-736{Db)AY44PhtVn|&BORz9Jlq1U%RGl+k1%mgH8r7@Nu8G*;7Y%*RJ>% zBsxRKEH5P0cXlGURDfO_Z@&QCY_D8$J6-aE!6ob@AP^UVjueHrv_0CaLM27XG+iGN zk-O8R=~Pn~ZqExj6;p$qRcm9I{iyvHq%(O4o_9IEl+|Z{Ko!IT+Zh!IFZ$rr3W)C_ zxd<=y3`$3OxwuMa9`izyzaQ{oSj@f%^%|6!+_iLlQ~h`Pr~l_3@34K}*2`K77B{`U?N-0z4`cgM$*Drr z%CB5Fbr_4QnVbaL_kJE?sG$Z=dt9}H?^q6IY1J@Fb(>kUGZ%6|;OHLp3}X4(kP;G7 zKYvtZ;nZ(Xwk^`GS=hlDCyfPWzhhQT#;>2^|Vx$@a)PX_xQsDWUm9gH6O#70NCbp5a?pW0#)0aNF zYaAzLGqFpebOCzAQ!?Ovfp9MS$fpaNy9iKmpmhJB6xfRckFiQ;BKyYq=8%qG8BLS% zN$7`;qvvW&b^O!yhZzM~e0I``ZyPyL^7qG7$7c9JB8mi&{e5ZAv2kNSL=x%gJ z+Y}e**n4J%1YP?rLTe}D_Yduwo86YI5bI$lGKE=%^FZ0a+u|y8Ubk{*u7{fk?_^ZE zi-jQh4EFN^fhL|d?dTv3DjP-s#+~dJANr)5VMZJ@*94Te+B!tS3=EMTG)1U-X zCdmuEfX|w14HD3iIRN^BNT#h-a6o2l)^~{Z1E^VfgL_UR2Cz8iB0nd}2StH%pzKd* zvbca<-&ipYV{cmdf&p#thYGAra#6l;)OoV~aO{iLen?qiuxw=|6WLwqmQ75zVrN*l34wQ*`f~q_vG{q{2?4GOFW!3P^U3DL*5A!8iYhFaW zvY9CcaBRVF=B?yJ!1N}=BuMhWt}du0hp{hB*%*$3*l4e=n$*2IO|J$NtaA6&0stFD~hOhK;P@3&Ku8*FuESJ}#lWF!~=B4tMRZn_N{Vt(Dvw#yJl zd=qc}`(!)P^0>)Aq(tB%y)GQgkhXcGMRllqHdwX z0o;?)&XuW5bA;iFsnn4S-#*p2EU*a}sZmN_i~h~_DCk^Lr+~&#-lHLbbK-h==g^bw zjkOix0mFOkGx=i~py3F#CN_$+2(8^}S+zAekEz5KN(7Fu%M0weBs^9^$HQc=^!-#N zdxV`|Acr)3*m{%-CNz|?D~x&+Q25%Ha8*DBKC>xEjdnX+<#Y}X_jZXy#IO3jmNyuK z(Xg{q5XtytrvK}`O@2!xpf_gvGVj{2?^r97@;;Rbv|U!(+8M+jF}__UE+@TyLHF~H z`^-7$PabW@hKh)YTXb|YOX>>3D-3YB?4;zsfTW_J&twd&psAcHf zMXT&D5tn1HBdF~W^iKB5KfmfzdSNjdh;N)qksx`L`MU!6EQHSVzK7srM!m*)#0rrf zldhaHhDhpDo3)hvQSTvTT6agI3WQP4q8(N3VCJN8qz+_E>;0VK_B%yoXglZv{QdGW zXk^SjIGQL(!+#-3imYFd58mEHjurj5^6+Cpm|xabTrZo(+VrheMD?$e#w&sN(SYK;4(1B2nap09TbcEY!#k|J~5UK#FAC8G!H_B2pC z!Y?pOaR}3y@gysaKtTcRp#bv=<>Q_oOE5M-;<1Vyl%|ht>-kUaYnnZG$Nl~)d&+uJ z9cYry?T}NBaRFdu6%0(DYGLqEqsZeq2yyjb+v-?mYEDF(_*T%v?AlXa9O*mS00st}ZtK+ylcX ze^Jt}@UcME8vLH2%X0I*GGTu=y3W+x4);F4RlqI;{I9f?(=&u{xhe+xZVpm>mF3X4 zuM!9w2|Uudn0Do8+5XxeU)*N*Ip6zYv74syF#{J$tLk-UHA4XBJ!t;5N^Q%^(HW>D z7zCh5t~^e}u61ZGoRSK+C*5ULh4dt|)%QyAB2S4SfBzfPSnJEhU-8j%h(42quHDWh zYLyYnQMyKxcetQN*2K&vpt_hpsCb$5c0j%hw1gq2?<7k?t{&TdPk|8ryk8O@oY_8@ zqp4aVAJ_M8wu>z;DtRIY%xtp`B&sU`lFF$901W_PTMGVZMd_h7AS;Tal0W8~FY~3@1H+u@%nlJ7()4Z;T4Q7vLS>3bc zkrqFEcl66r#XC+cd+GX9LDbn0(Ggi&^6MA=+gbn_KnNoE4EB`qFyJ2?DlVLAUbcsHQ~l`jQnCb&Az? z*-pxW^#YQ*ZrA9xYmw9QX(^h2#y^Q!qf@>&x04-_s;yRr!Ytf5xAd!$vpS`j;W5l4 zNL48S=c|$sCj>`aW=v-;D`7xQt_qVhsy2}t^$#$oJ%a*^@^1KW=QHk5ISV+fy;9!i zxZ{~JQ{nfbFRmMzR+MmE=jT$X@_|jCXH?FvAQ_*g`Fpiy66z7JRr07Q{NA>sdJN!` zK-ePP_YA1~`A!Y|&6UAgZ&ol`WdL!%a7Ep?rAwv8l28D`^B*sx)c$~uoRArMRiiE- zgdI2rVbockQt6vjdEO_vm2-#hD!i9Ng;=mbX?4YCP7fZlsrr`wrgf^tv&HFZw|_35QG*Tl{u>WcegRDkzD={l=5LSV?FXr&XMac^8ydb+!#_nkZ|PrKYB0s ziR{03@Xxigng$UD=Pgw^kxz{1%#tgEecvo*2w#Q0e`@G9AGl4(j|&R@<;kIv{#5{dzL;IjR*f0q zt)({A^QO`$sV_gDU0Y6-ueJquNB1%G@rsbQdbi5EZqQ^bcDeoazDP$jtAAPV%c@R`v;k?fcmu`sUt)!ig!HMAhQ_SkweD() zlL9a+k~;b9l%eb9!A_H$|E|Ea*a5BuzMK<&JVc0jy_&rDAXou)mBT4051&Pf7l(4T zPilr?LWJ|_aIViA7f3_yq8=!xw2ODWnNDP1vbf>KY&`VfY7WXXik*PKwP?DRb*fYj z%jPy88=m)=R@KAQki!I%O2~F$(@u({<2`{Ivk(QV<)?Wg%$?7z}i2YUOhSI8j2qtnz3fF?X|*VnfVw1-=QjfX6PTo>zHR}yhk z)nTuGX6MH#oAgB#;Ug|s*q3!~I_l}}cHT9ch-Zp<%coU%w@};PhXEBt@EY8)UiQ=a~y^!-?h3LG#7?&K8rOn zm|1VWSaEK~;0Mz2s7|c&0_SxHZ%U&Ua_e#B?cv_O<ZyRvAj#+r2IpXT=e zCUZR40jgPY9z3Cdau2|&I=a6|PXn!1pxZg-lSxhYIs*kCUCdi*hJT%kzM*x*!Kkb= zs@nN9f1rqfVUi_Y+`;APzMueQ&Mp_t9DZc308o%jAEZJ~$GwPs=sI?n@o7{7?>DrQ zZWbeITXtD-F{mXS-OgP^tIgh}Bynyt4H8JODJLfvN+YFlFjN;()+z1c1`V~!XOGBQ zG-Btj$I;aj9u9!wQU^jOgRFmvLB`(&wV&ll&ims#C@G;L^s!5(bYZE%FnoPm1|zQ z=i)OdrHQ4DZiA~_u$KlX2Xo%J9h*&u5M9kLvnkM4WK@)Fo%E{IH<%{ri+!G#CiTx} zL_zn6&oPyH`elqYqX|}eaUfTUWJV6`v0sWa`#z$V_W|AWI}%d*FqvZcJyMtu%iGtZ)0I_fOb?8;LWn z1E_5^taM9-nSr@7^2LIf4}eo5J&xUr_{ma%eekr$<;{nNN%&SeiE3hHwPeb zal_lHW@RyNG*3r>Cn&fmrF5oCUK;#cGP2nD^?=iSs3xTLM|M7Y&YbW;efnpf(jzLt zN0or@t$T2{5vjTxH^7feu+l#+a;0k^(sZK(Hxt+;NeXybU@;ZND44m-U5tLpukh^K zPqVJ(m+d8HF@#y52${3?=t)I3$}tum;OX0e&d_?(()85nXdcDLwJU_omN? z9`1rgst<+ZePATeu|#byE_%s{ldZGcNrdQ+tgp4qHa`z8IS2bPeS^XIu$W%Adm9V@ zaD&$uO_0&2DI6B#$w9jE?Br+xza83yd9hPYj?U?a&ppT^lwk7XN>o3U2HXtXoW5<| z5pW1LaKd}Yj}zls=u?)DksrPQc8%^c)xzFqQ)xBvj(K`p6UOLX*&gQiz8@a0xuCLl zZ-H+Cj$xpP7Kgu6ErmvK!8I|!UE^*}ES4cXV3=$=Q~2qsTBn0o%nU|$rh=>0oXD3n z)zd})A#RReAO)<6@~4U}U*!r=Xn8Jj?*%C+UvNQTmkDI{Whbk98$@Ea!f!Y4PW263 z+dOA6gNLXCe{rdhhM^0FNxX(hA~OdXRB;j|cKG65%`~K@s8EarV zzQHOqNjydGNt=@hp5l|>k#RD@N8$mRrUc&kYYuH!yG8{WGT+=%pUwBa} zN&M0`bnbwRh~zKA-kuSD+Gj+BAB&UzUAukwy}QY^W_>aRdN8n` zq#0Ubp7yAS`%^|t3oz9Aj$n}fbYQ`I}n~iB@E$t~e>LQ;Pg6+W2_BTz;GmCEB~}!jVUcdem@?QM}NyyunP! z`&KpW?m8(|uEKO@N32D1b2V|W_pioUX5r>~$maWb1y^(sK2B))0-@mIZ$jAU>IEdTV-Xe3KPzgL#x%_=M{cZv5^zJjg{&FzU#oyZ%ovv;4kj zo=M+-iM*3nQ!SGYzU0=Gjj$N$zE%SYqW&MEO|U;8wtyEINWK%EYZU$*(l^DjXbQyC z(a_7#mM2u9`k;me1cy?3^psy`RV-TzYt2`6iaBNXzATHCLq*aav=KJ(S3z52N+-z& zamt@Rj|at~ij~>KOOFIDd$=$XU^=vtR0aVEjeJv=Ex70{J?$07PF^+;eV{vPtgB5} zzIqep!A}0I1Z&c)TnP2z(9D25$9I_6D}0i!7|rQgCjYTQd=J!GQ`cIvo8@1jz2j7> z=lkWrB#1^X+-nP-@fpv*+Gah)81YzqiK9K4cwMqmJF-}R$5R`!pY?e=c(;7*^xK3P z9mLk4sQ1E2xH_cq4H&)#Le;qK%vsYJ75v30r&7~lm0Jc`8`>`~6YuWOU00qG&ART& zUj!klLWXf`YRP97c7@^JXwSH9VgkEK3>dPJx%8iuIpOeLm^OcwelF&2>1lcCXG_K{ zc(OCMREwAgxBNB$Z)WhHO}aT*%pQ!cpDf>ysx5-s!O^v>bJ{u{_jD{edRh95bf1(_ zRuem&=ctNErQg<533zQ=wM=*pe$HkRu0K^{5~HS5jX^!r!Eke#^cgQOUM?Q^2I`g3 zH5{r7p=A1f&pZPTSIpa+BR=A!2d?QoyXTm9(rC7)lui%V^FD)m);rZef9n3wgbL)5 zeBzLQr^s9^R(?+*p9HRxUYdla%zZtpHGZH zyRPUaLZiIF91JQQM_)PR4I+BU_8ULBRMNXyCA4^*0lrLyH1#8o@|MR*YZ{A;277Qo za#Ev|VtD3pSOe~P6cG1%0UW&CHq&)9R_NKcRYJX=SA{GUTS8_8>EH&TWd8gAMYb$Z zn03N<b=!4^WLSG>}LT}200ptOUc~axV_H`>X;O3RX*I@ z!hJrIL1}#A76tF&_mk@vk!Rd_tdek42fIs4hslC0zt&dz(}hDz&$>`tDu3bxmtBfs z*hpP{_V)cAuzmlDok_1wkIAi9eR{=gi59lgFF%`r^<6 z4mv30`!>d;=iu|n)VFmL)E=M9E@Bb8NYAjt#Z&e*A&9R>KuoDoAG>#HkAw!pB2xSk zf&Aj9p!D4jQBmY1e-nMSEZWW|PL1^FK28%Hi;JrR7t7YqU{B~S2%T!6S7M6GiD(QN zuGH~0LbiFML+M{*Tu=kY^Vw@n!~Oy%>#;)Yb4+;F8ZSv(grxmZK7XPwY3`T+8CwqDfrMf{WX98`Byp`3!h8OyE01?S4^7UG$O^iUcnJkHrRLhRSkFC>(jx_G2-X#3ALOcrA? zedWTx>$Xo7U|okI%%F!g=nw5$PLJ1L_c#B;$HtQp%Nyr>;-J39KD$POFUUN;LF_w+ zK}nLK@bWtt@Ev3CkOdK^?7xY9f~-&}lJf#jq9e?eo<0TWG5pwxWw&m&nJ^d|ef|Mn z5dK!{!GbHEbL>nPpZ9_g+zj*G99`+98Z=Uy*WGGhpaOsWe)E1X-x(F+kmV0W4rdIy zckVg!T07BUDQNAJ9@CcRpO5{Pq0*IS!ZiW zNZW3G;*GXA<(U}OSfSrnH7KQcoh=1$#pGVwE2kozr$=ESb%7Iwk)ff7p$M2|4taC(+%x%mkhnR zomr1)P0;uUpgaH~askeU?%pNuix^=Ddk<|Qi5*|hi3)IM^iN1`5S*hNF{(Q~1CL3l z@u*z9d<^CcLU-eiGy9y>pI|PfixF8g+{*7wQ>c8ShvFEYCjF7y@q^vKU3OgqVFjMB z4w4h#Ie-2AyF9ws4R)?((+qA~ZglSbmBa%*Z#^8;aM3laJ3t9bgUm63?lZWr_S zfy-A`mM?@!BpYspt2`hTo3sxywM$|Wp>Nk=j=h{$MX=%{HX3ABX^jE6C^l=1f_)Sx z9u^wBnplYfk0Elu107XT)4dPX=3RNX!czw&$f% zKbCyQ04fQXa{$;}L9j)<8ZEu=AKKV7rr!tLrm;lw2h@rsgbk&$iml;L3WgnTDFR~QoM0HawOlqx63x@DeuPc69~wo8=xF#yL-y2~wJjn&9o0X9YttbWMe0LIjS zy$0=G_t06lOC@Eb7I2?gO|rziwIJR40F*agP7F}rHhwK&ou+!;Da2kt0d{5H^dQRa zb0xqm#0|lZ5O4sDRbFg(B9}@N{2Up@9#1?*?s4*lg-z?gtUu_ep(~zvpP|76Em|%& z|B*Izj>~wd?KDx-;-g<*zOPcWlyq)WROooikCR8J1v#&7BX_<0nevA$M}%?NxxTu|J!O)--`m{H zj3L&H+VTHN8AEX(08YW_Yaoz5+^QZ>Yia(3PvJ9&89_Y%dhmx}UIJal)=8)GvuFUUD+zfwVblV|w#mSr(R1cqh+kEiz(lKXL@W->wVjLk;%eEk% z(pkIzJEs9OFegm-TH|WO694yc^S)syztwE&F^P~%c}o%Qy+<8lN?d1JxtACM2@rsT z01tDyuToj`)V4Y$s29vu1*tqRAr1S=C?lo44bFvM3GQ=Yd=M(N`<{ zztmJmT(v0cEdA$^PNViJ{^B!$fLpKl8*iX)z?{j;-ug|y)K)dcAm+`8dfLsI1_lUI zN`r5fea!}CkD!Ig6Z#bUsrJ6Qs*!vA@UncmV;8|%4a{YDP>7-^h$ZGQAYCMi7v(>r zpn}kga>xEeNP``{-+{a9EjUWmg9z>)DlAmQTg4-f+P)dW$~ryxQwckG{jb2IaFg(2 zAaj(exxtYEaBju%NmYaOmI=ScIqBJMm)b_e@+yRCr5E7Ww)a!OfLnr2JKPdryP3<>|PT-FZz+q(>>Ob|$!5wMAnh z8q6YCnc>OkX%~F|TSEXP8NL%1+e)OhR{o4g$d3buJ@iZkO+8>q)=)N_$H$MN{?eyQ z6Ek?uWaKtFL68^Ia@`MHo@J8+-GGp%5#iy#!?m~nn&@Ag@rOnC5S*~>!s$7A3j_bf z47Z=^vH98MQs?qoXkj{g&#A??K-4!P8$%-aH$Z*`uFx&DW%8Vq?4MRK^h6TkYeEUM z(C)0pjY^8ooRslmUh7KC#&a@2o+sjzK*pI|0m>*f!A`WOO$j;H&^-t!Q)H z;stV&2r8?^D?=)RKNQ@GZi?k1BlEO-hsq-z6LZ0s4L>kvXe@$Vi{!SO?IW1yQ#>QM zG{C~pA~Q=;2AvWX$x(g?JbMd%CmZlCX8bN63L_`d)Ulw3)X^ikP&GKbrbhH>qeZ@= zBIjm@L$bH0c@~129wjV&|6cejx6?yw+wXr9hn#@eM$nR7V+*^9srj{r-4_#EXTjMv z8QBW}RI}*)zpI3Q`eez#HVOTk#k&Nr;|^T{2&3ywsUMycEL0pGH?2klkpD`c`xl5p;<~=hY8SHzg8+`FV_??vt9xL~=Efo(Q*GfR++L2FwGX^ z1eJ|^2Qd0sQO;ojtHm|>i#wnGau2^>pQM{f{A+d{1=w zSM>o5OozuwWolL|Y!MsHlBio&0+Rt##Ivtxl6!80l@B4|GuAe?i0eX=a7CX|VYFTh ze_#LV(>STgownS=sD#%dyZsKEHXzskBW)AeV}E-fs%_(YaD*C+ifYlkMEGCb(Fo+>S+&4OX-%f3 zBj-U;2DrA6)1H?#|L~gk3&Jo^JIn?V2AA~;%=f|-fk9mU$EUMLp=uw?VlXDvWy3^i zRWe@!oz)jL4Pr)s=~!2ens6TRG0*erpm1uBKNJdz5FPn2y{z}S9@d|ch8g>bAd+cz zam5&IEMu#~*NWaU{Tx~)?-8OZN(&$ONk7K6mLdor8aT4GE2HmzCZPw{qBeLYbU*gu zG{|9KCdxx!g8V)Q%k8@*OpEF{QwW#0asZiz0#>EN}sich!82k191J}}2>S)hShbYwsmk1mp zc6rs7SO0X!!E}l|qqu^d)^pswLlpyM4zK?G8%d%KKa57dWP_h5=&PONhs(P|t!0tJ z#h#u68*6(YaB7-7#cAf(Y)G8y&<(hA6Xs@c36vwSKj;9c17@iY9Dg;`1h0y-2ncEFZgH8;wD1rcuI3gL*)~p zIOp%2vK09)h583yr(A3f`@rboS?RlSnYXFh{#{k#XJtey=0l(Z7~UHPM{U5cJ|pEdO0cw5`Lq+XZMA`|8NE#~7%QI~ z0>;8@7KCi_Za0sza{q6+@G{U;VPrtM@K@vb*HD{WC>>C=@aot(3A#LmVUsj(g)vzd zUWhqU1aZh1P2YiKbo*1zzF;vh2>Ef5FJXMb#5}V!zXR~j726HMtUEjikV3My!P|ob zMV&OKCUx2uHOaE!+|?YZMP8Fztp~F+O@|x%G;q~QeKv7|L|G%)irSikZ~JZudEB~# zM31VRiRJ$P;Wmiq&KoARu|7Jy%UiK?TZu>Mw#%mVeOS2wH!CyJ>ulB41iqIrma!?Q z(^IjP^NzaObS?esknEjs9_MIw6ZF$4?vSrHPy;?KiT_12WT5RF-Y>f_$|b!-l%-5q z!Vaq?6xgTdFKUb^SBr|1CYH{xSJ%;kp*D>dGda@dLv?Lx=O;5{dRu(MSlJk7{*vC( z2fJ%)mJ<>>vHP%|Vav1;?h~Il4{t4Z5gx{2oa0L9^5{Vy`wnI{b14|6b2T9k!?Nw- zq)LzNLqyheZl6XMESx)s1%HXBfLnF4-D|cm7}hiEp!05X5@xdopi|@PI&G`&CJwUN=gIYU=VHW>-JJMie&ehY4_o9Oa|G^LIbwopPM z12A04bfGKC95EocTHR^|FcnCcFq}J~TuQv%jQzHhZ`IuQCY9LRBho<{0q$cy@Q0wF z4a{Hlu}hp#qz5L9D|gM1Y!)-P-50(r))Lx+e7;0eOgO0n6IyFik)aQ%5bw%%J1b4y zrET3+&9ZuA;(S`n@*0V{f?tcD@p>%Jww>3f(nR~Lpcyku%?7fLuf(6O?m*HW47*0E zW@#ku8q{>cX8+9)Q%=AG?4|ire0D(;1&A@zJ%{woa!psS)GT*l&;~0^!ksj;7zXRL z&TQ#-s~r4*#C%8#y}>iDOvad`LOkA6yPB@bxC}B0q|V!RVUc@Ws)_#S2d=R3j6K~! z@cQEoh&x8G!vnq~z8^IdQZA`IkLp4Z&S3#&5Yp`(F-D+Kx3-$s8^{VR z)(trZYk0T#Pe+uRGSD-Cl|w_$Tqy;do%ewbm)3d$BO9g~jrKx($C}QbIN|l#F~WT2 zCM%}1gQiL0^}8ZY%u8%!69!@WugK#EJIx;ou%>io9M`6uXOmCtF;l?{wPz?n3mqBI zCSPHZv4C32Q=7f3% za4Akrje#Qk1~lUOiV96=Pw+T`3ARrrvBs7C<2q#&Vbc<@aI82T9Sw5^7>{*sDT2M+ z|6C9EXMh-7Gbh>J{8dcVKo^t{)KE^31&0p9x;P=j)k+EeABleXl+Y_%{94piBoZdi zFgFL@FCJM459mr;@jxwBGZ5PCr zi*uKZODz}-_IV%gV}=W1Y^yr|aCRj}s>u%qA*k25ls)A$|7Q*h8~}7lab+L)eWix; ztlFVtk#HwINXVsx62WYkhhJq7=e;bfMV4bce_+GDUGSXnua};k_c#YC&Hlf|9s;2G63WPU{@HZKIZ7o*hJ-yV32(8-O>N(eoE zmiX3G_sk5>|RLSHteMA-am4*_jQl=IZ^ae|*g0C}yR?Fjrb z1*Cn@-<@HIEgYagIL8Gk#E6l^9j_3F|Z>n`?9Y?@?Fj22psLDe^4*iJI+7e z0IdTcIw*KVP!G50d4*ajXchhmmLI12a;S(1!PN!m?@89dDvc1Q75D9Hx)Jngw@|F7 zOPqlpjBI9*<`V$OCHJq$fC! zF7ZLKf5(5$;LAzy%?0)xK)*5wO&VfK;O82Qz7k|fU^@V|oUN^VmtP?ZSE`}3(gFle zzl9n3A*zAq-SZ~)Sh|_P%)ZDofbI4nBSID|z~rGqFQ>jbB9e0oVi@tj@tWPHGd=ya zxFPrfp}!VmGbBF_9Qw3zIU?CUEPLwE7ad;LU)mvDN(&kt+{$wxsfY^TyVJtEk_Aem zU7W~VGca!@bb8I9su5H^!(Q|{oDtyuJ*iMVu` zIonry`8pt1v~>h)(*H*N_feC>wCqT&i43aZyZ=a@d2)MSowzZCi1C1@=VR1MeTMPR z1mgLZmiNKE6DBuxOLcv-tnZr^ue^+{I8R7 z&H(Y#lt~!^L{Ljl`9yz|OlVUlCv5ysOG!w-X)m`*y1o?Uzyp3R+2NPdjyqlJ+x!WK zoY^BUtxhi;lg?b0l?fq#!B33GhY|y0g^0J00Fr<Idxr0 z%Nb@+R(o-yrZZ3^ESwJDClm6mh<2_=9nHaSdjCF;)T$Bb3yBm3m)>UB3fVXQ7NCmE zx+;IUnf@<$xNq&~L-w^tu(M^t*H(`zjSqt9N*Wx?e|u+#9+^H%8c&|?C}!#u5!aB-gCD5DR?%PkUef4`u(hKN688N@PiLr_G*yPpBl)t+H>)*w-v!EK!Ie%D%T)ZW&wl zY^j^-^Z)heb>ym=DOa?xg5uFo^R8Z8KVg2O4BvZ z{^Rz)nIsY+p#UL|CfWzRAO^E)YPMNC_a?tq{n~9*T@H~Q*-fs3RyAyR0jytibElJ~ zIc7K!)9-MB5#uQfhh2=FOpRia8h~a|mo7vPmIrm}kN6E1&b$;;OV|vv8q5l6ZHKo*I{QfUDl1RTGT>nE(wb)rGESR6LH3+s^~Hq$0;HAWXb|CKyl=05 z!nsnT%BC^7flD061k`$1?HMnGKbcB=<2*kNbeH*O##WK?_3~~PzxmR^4_;m)fDW&( z4r#eUM14kcX>xc`@FchG`3S7USW16yUA%4xyZB1&gwL2kd+x*Qxmj)EZ!%IGQb?!! zy6>?8t1hN+aX_W{lZ^i9@fvpN#nsv1ztNPhDce#X-N@HUJl*xs<`A8dS+ozfcV@*n zjAwp1!|MTHYSxVdV^dzH!KZqKUaX3fZt3benpHk|hku?nVxauA~Ocum@oy$5Yrg)}$P!B}AkC?qS@fpdM` z?{yuR0|E4>Oz1&b6y0q@ItMRqp=C)bV)LYG+I?NrSOQR+qyu zci4OGa~eS$nf119(TVoq?ASGPFx?=5+U!djTzh^WbM%twKt?{X-57VrL#0qbXPz+k zKEeJsh>n4{5<0^u#tx?+9x4{JH~kk@JN$l$F&bkdH#ki%=HlUb=*cMs`UkZ~`|I`sBOA{Q|XEi*rC=2J7;k9G;rK`wq#?Al3Trq z>j=iblNxiv-nOQ>*pBL0trsw{0iD`0 z5A%V77Jr5dzP$9onTu{trlvs-nHtFX!|s4%i#(RYjvI9)9pu_N=~pYQ5K*}>?+oYi zY!+_>456E+dhVDuy#YdVbD%oZPjr(vr%mbkPEGc5s*k9zgXvw0!Mq8qhk%ELtY++u z$G`5u+Q!WMX#AONXfX9~+@rc&UL;~+KC1A===()BhSrw|r?I1BfQrF68C z;P`#)<5mf0-=ZZS9SQ9RVw z(*9G2&$cq{;?zEU9>+ z6rYXqM%s?wo8Cd2(!)*YUTZQ!ld>(}SMz6&iH_X&&U|P;oPn~n;h8tP)66JkVzoH> zz${wCM@bs=LS1Dpw>U=sU6X77#F4KsMz64EH-d<8yf3KUmam^YYF`=urljiTV?wPq zkiu(yf6@tu6MfQ;dCA6Btv&3G?mY3yx~}bJYO-LTtAl0eo7{AQ2@M>ss%tFUGx+aR zRd0OuOb798B@^#6WuK1Go~0?`?}{e zikb-&GPg)8D;~eGvkawwwY+b7>XrL5QS63!5|+tiud3k0M0e4{QR1><{kM6_u-2U- zizSh)O^gB_^in3nH-$?L2)-_!)L#LqTJ|Zli?=@orA;6Sx*@I|NGS)Xuw5pPsM3iA zqkv!RKn8-=VSWP#A!>0h+_-j_s;i&mW$T4r2oysaakHIm$m0G07j5GEf}lJNlEdLg zCc&IN3X*jBS>cP1P(vJ;ht*v(m)sH_h^n|nVk9@yo9m)o4xgJPoyS0 zV@whz)upr+vqoal)OU~^{2&-Fvp)<%?d3Owu|`E3Y>$8Mg@O6anz2IrqLpO%khF*@ zp&@;b1Aq15%8d%_n>weKM`xue&H>vdS4y>e6vds=ag~>scVb~d2mbe<%EWiO29LL) z5564VW<81h;wH4bVWO_?RgF9XnUC&FTglRpw*&q$R9!89=<{B(pgWLs^DO_8585Av zdOhll-zKh>(l-^2=+{S{k2nLTR3ee0*So=;Fyu(Jc^XQU?+8k|;g-SN^4g*Lj)?N+mt}<3``B zKB(7g685kgaFky9^XHmd52( zW4bZgFwvXWxH=ltNl70OCsPG4xc!^+@8da64S?t&;Emhum(n!qX z2ePzwFn{XS=-iEM@7rwOlc+dy2vLEP?SX#%Kg)=u;rV{Kl+mrc6jM1K=C-5}59DQR zVrec^(m@O+So&+#sN6tkZKuG?jxM;t=Q+Xc;e2zTsg2-r4q7iHJ-Srrtwhsf6FelS z@*4P%b7n@@*G~t14~D{FmIt|%sS4VC>)uQk#(C8YukqLWg^8^=?ZibJk6egvxk$%u6*BO11knX8qu{1kOihxE+lFBfQxg7 za}bAXw|kG<7lp7q;oNhV4FwQpys|gi^iFnvlj^1Zg!_+z_Ya^W%^dEl~I>?G_ z5GXE8i%0vNJgDmQ69A3Zzye*)(h&H}I4uD&;Cbaj&$T&kCTReoz0Oqs2zpB^os1rb z2Z2_6RJxxTb0jD^T!1uGH~}mSDb86^qg9cTPV*;XVNDd?$7~@1tsBA_f3|(^rV!49 zV3|~Qh(}UKqED%;_1j$y93TuOJB&qyf515S`1!qp&A!VXng#ZyZSwD6zL!uETjuNX z811IS!)#q_(5Kuv;Bl7@_F=#g>}&Q zh;g6{Ov~!%<2rFnAV^%}95Bez7}zLap(eMlupB(95raaZ!oyn}rC&j}6l;^FK!nf0I5rn!TM4?Z>A@^^yK@|}*|7 z3EX)d78cg(X_oY~V%1mp$dMx@!}IDB%gOA`#S=ava37z=z?|xviE6wPnl`82+^*W% zCSk$Q&Q%=eh2p4IQRRlZ0~(`yvaH0 zyHi}9=&~VTy*$`li*1glJbhtoQLo}x;1JWL!(2TNQb1Q!70evNC#bRiqq=71MWY(5^ypUNw*0$^X8`C z;JjCX#?9p_Fr?bY{ep;@!hII$#={ZGM%_G&v?WFbo!dQBIpF)?^zC!>r{NbvXp_~4 zh)!!!I7fDi9tRK8Fb_ z(`t2;PPw$6IY0MU3myc<4U9J`+hocj!3J@(t=XvV7)**K2*p3#PUBFCay0+LT+4dd>2f1 z`1RBLp!l)(-$E&iLQuT>BAgBEGyoYyAE=r=^(uSDXRLvv7;6sF4J;@-TGuptKN=L= zgHj}@$efgB49;v>-f|c_81#z#D$Bu1ai?@R2*?Q_0Q;^(0HG-+Jh5E&bUA=cH%s^> z>+J8CP9_jVNPgSUW9}=6Iu+Ld+t}K+5F6OsE|VxEt!+wlK@Dc9kRX^k_yf8=vWc#n zQ$olxEu%0iqnEo5L7A&;R2y~>n@`zFM?5m>csiw%6RSX&e|1~D^IR3FCB9lO;%S{kdRC}g)oWEo;;UaEtNOpaS`er zQ$<<#?kBUt!2Ljhi6xD&*$A9+Uyrdq4(c6&hL>kF-;b8CPdkgZ^Yzqif!~P5SCv{j zvT48)q?16%ys_J$cal+p03r%RP7nrvMCUP?+%R=@t1@Zb-uCB2(gj}z*8;W!;*rUn z8nZ&uXOvy?jo33XoJbZsvw$na<7Z!e8x!X}_!uax&x{RBc18gp$<<27cM>)B?LB4C zI-f8z>8sluN!i`ScV+M|8NLMObTY^$4@VZ zHU>+0en^$i^2FE!)kEtdux;nO6!06Fd3qtx-4K?x>?xeqAc>mnx;~`PRCOT#BFCJI zi?@}fqpaYr{Yb}P6HV6Djyj9}77@7>au_{c4!>F+_Kj%qDWy8dg?_?5HZF^1{HONQr#na!I0V+c!IUXX4IFz}h!b46#H>&NzNZUs zgW^aiGZC3wT`en70&E!6x;M0(Gjyqg2=Uo@pX%%Nkww>TpK;^S?>qz@EO3G^uKs0M zh=~i{^sSBG+}vCe2SJCW;_=Wd7;PK;=@|Ql#rOpf&Zm8*)SJpJTG!A=(?l)q30xdHk-)XA0Nctf+G=bn2*hjX;Ey`Wj{z8zhBBm^PR ziVKe6Q(Ya*Vp)AfLMmS$Vk8@E4GiHWwNYf3!MVPmx=RY;0}f@F0wT;T6!Et`QgjyT z+z(`8hUp~-FkT!r3di9=q-*Qz;cfJjIv~n-%6j;)-UT9(o+*)k*8T;}y2^w`qJW$TiinosQ{5;Pe zcG9&7(?R2!CRy~pZ2>SA_cVux&v=={!tX>TYG;Y#V&MQ82l_mCviu)6-kgsGuPAl` zsD~KEE&8dR^^?0=J<+ms@O8-QntYG{k3MNL^;WN8D3EVrGJY-*&2>A5>q&dW%< zgfS0HoA9KTE$Be@4oNi%A!<5ZhRlrAv`(Em6_=ERJiW59v2l@hCs!K!o!`_{SH062 zQ>lb!mYBwNZ!%?c>X|^()r{ zD^+5x;%b*LO>V^4T9jEOsb@a3t=0QCi?3*An@b-(B~(Q@Go(E(fCvp5^GUS1A}Xf9 z@B$pcl@Q#$`J|jE4;v9bFzH^!@%no2YaMOM&N6>;S*;7|IAA9enHuuH+kUKIpL4Dd zJhaqzd#G4Yqrw-XNU$rtb zJPa?y{2|iv*LNLK#wm*FO zT}DxFM&Qoi%wmHakiNEJKNlC>h$H|=AUr>#8QWSLg@)B$MsR!w$xiw)?AVz6wlLD-mmpB4Vj=X>n@076 zj;-A~d;ZL~e(p|!SV;J5eCVq0{9Lte4w0mesD8?+9*}XQM{@PB&}`MyWlH>XIgrJ6 z`WZY&Kl^MeGstP?2t!?wU$4NLIHUOh(oRAnsn*u}x(#h9bZ21g6`CzlmhLtW^FTs8 z4jp!prTxqKgKz4H_^Tu64y4{p<;r+-^icB%H zkADe7Tgp>l5>{Por?ZH|2i6xr!?5DUU!O4Q@RmePwt!ipl!K)a=hoiZ8hNZFp4(Y` z>!zePrxp8-$2OnP1JHb>SJ)Fyb>%~X5VE)ZvQEy13s0ct07rzx@j9DEto0zhnN*OT zf=3d4OxK$)5VeN)W$4Y<14!YgVtlfqLkJg%8soNA)!7K;M30_^{-XeTlNZgUjIOlk z&Gq&339~KBsk)HK!B_P)HK}o$xTnDtvQ)+P7aAD$AZ8||`^-g2G}6#oEJJDdBHaN1 zlqS6(*MTtBTEQ7Y%XSt>ky zdvL_=#wW$PS7!z{oyoBjj5Ep%v!t|tzgNB{r7q^Vi~%LB{*EPvAL_ZfmO<3LRL=x; zNj0P8%7Day)Ds`rc#f^vZA1CoE6s5$N@RJM^#ZU=lirYQ!1SX;M&qXf8G%4D zAeiIvK0crR@Z?X8LoTz`shHEBc4WnbVFe=Hi@|*7N#DsCl@iv$AURvVA~1zGicdeM z8M`DaeG2+gN0N&vi%$V$7iwuetgNJzwz`dwP36Tx0tF>3-t?QGggQ5Xr(Ukt&gm_! zrHIsnjJ-M?!Fr~bs4>9|tzb>Gz6U@-AMJ^h2vKE?G&sI}xN++l$k8Jd8oVWVm}|TI zkTGx2t|@S@okfAb;?;KMH@pWfUgUHJMBv=4WZ^28fVOm>;T>UqI70(9eMW^=m`^w3w$lmypJax+Rg{$CNXnjM{5bW} z2}U$B1%Zv*7|ooit8a_-1dg)Ng6}q4+Rj%B5{>!`@DJGiav2BeXOf#3|Cv!bRpKQZ zMCfBD6UGR1oXcZ#(}#(wWwm&;B`pGzFHB~ADa$Bm8M40pfJQFJg`H@E7H=;y5h3ju zkNN??KsE-Y-p-}b4@(x4@Z{25Pmn50;c4c;*J_af5I^gOmw8HC786i)7KVLL^@xu22}>Ct5H*tE;vzNWl?`Cl0EA zsby=D3gv`=L@wpVS2rQBLw?a^ha^Jyru`q&2C4YvJ*$52X<~V{^U!*fiI%vcva*?J zqN@4?rqDd@<(1@Y0Cv}S@xHgby}daeJw=FoHM4)?Yrsfrd zvmo|RJ&V<0@|38gGRc^9HxyB^9y_uwqM~|;63_(|YJ}0=8KCyVup?Pm$=#<833gb7 z+{y{9<{UwwU->Be1q86O?&>h1--!G^Iq>tT1A|03iWhplLR7!UL;Ww2;ICLMAP8nl;(CT$HfrR~oux)wv?BfxmhQA*1^sr+!hf-NrLW zb-)jif2X0XEwUXc@$Aj@5}{);+ZI;6OUGcb3TaYSn5*TUDQNiSB%Pu|9S%1GLEu`% z3244F>U<4wxYNS&9&)EBnNl2oXt;SU)#X5sS`HRg2&8i6py%3^_mGQS4lKYBbS&Qj zjtDseKYv`%TbJC&`?>%`f;X6IEgjrDfQbN=iZkUv!Tdv}1hJ#BcH~?|EZR6Am`W=% z@Z+>A@J?^P+q&e1%X1m^-0N+%*`P;kXMSyg*v%&}kfeOib1(@i7dME?ZMP89IT#G4 zb)%sfL{e&uQ}v6c0m1+I){3XhOtMMjAl1wNL}=`pXQidVGkZAkqFDkhc}*k!WQn+f z02$!IIE@H-uJDo?$?)zxs%eGIWZ@;B4_9xWA(t{dl1fN};RG8jSf8Uu?P~gw5UW|w zy|s!lf6+)ik2}j>0+lS$tMmJdG^j00joKG<<#Gy_004hBUg;S>1@$^G+kl1!Z2!5t zkv5vwm|jJnY3@}sY9_8XA@O|W_isKJx)-IAW#@~*oOW`0<%Gh1(W~=7Tr+|YVcdKI z8iV(KEVI&LIcS|gTWa;{67>s+ZawU%e1U$SH+>5LQav}oA2R7jz@bsUT-yMNVzyni z_ZTJSYnTT;(kpUHmTYLAH0gNr&)DJWB3`b3p^3L*jP?2n!Q_FEZ+FnMa}DXFNyE%~)|=1OV<9NU{l zGc89xz=W}Nmt7+UEc8;1s&Thwmq6*Dqi9hkw7+m}xU|0wD9)Q_W8w)g8;3hyHK=T5w2oO8~vexlaAV6yGdH&}5 zXE7m$OawZzR`EIQYajps-ZLYbYU$ZkW}&qJ^RV=`zrF{J0;da!IfTPqhhV;ze*e~; z!M&@u`X)!Y17ajB)W~WbCVPOK00tQo>X3~R&^*e@S}lo?`TQfV(NT3i`F$SEb4l%) z9)yXwehw{@lCv~785XXnsJPJ_5171&h-NU0=^l#u4{(ZY2%SO4=&Vq%34fZTMuxB7c|Z2ELz0&gHTS0 zW&!EB@$-`AQP?9dXj(+bZ@2{pnwP)MxOp~?umc%KMFpU`XJ1%;*?aTB7zWq_$QT%9 zW{E1w%FvGkTI^E1Y$lf6Q;Zx()Ym7#1IiM54gt(n?Ig_&k;So?KZXf)(0&Z_l~DpT zU~i-JuP`-u*3{GpHZeBy)RWI=BL6rylNAs0ZKc1E@9d124Mf-(h+;qwTnJ%kq+74g)pEh6FZ!(p{>R@%kVQ6Ji@s%~q=b`83}!2(m`UYJ;vzb=!uWgk>2Z z!xEzdEk!7{&1lSl@@0sK%hX%|!$pR-08V$Z2#)L|lk=3Uzh>!LhT0QdYS)5xsbV09 zjZf7BOu4vNtau6-kcWk~nz>Y!%)WDBmIDJ<%--8w1nV)mxI5l_g!9GKxN$%*UDLpB z3-D)*vZ3m^r~QKhWWFgac?US^NfboSlM4%Ip{R(tFfQ3si0x$(HZU^$qZiUZ zBw?SEbWe@kVwUTB3e5hf**Olx_SC*&D!?BWS+?>~{@+q;0jLf{3Hz>usN+X8PIDu;z~0W)VH$WeKT07o#lJc6|J zNiuBQpRVU&i@?f})Yed+06ZDUfrKJBal^f8C3%|(=g{Y=``vH=IEO74RTfZ4Kx4VV zHvy%CEdXH&wY4_S{LS9>ruwZbLq$VauJ_>}x(}X0QkztLaX;aPsDtcSV}W?4*GSQ7 z-(#E2clI|bZlW`Z3H)o1t>i@pR(t7`ZxDLHj=catI9z~?a~lqT4}qj**~i?>3@T2< zZRt(ug{489bL-Zv$-qDqN+{t8C)1UxXP12-tkal~IB1z}j9BR<5b}Z7YF+gOmjd9$#%@?s7F6=c zL7J^g%WVqhOMBILrb|!;+|?Ae`@1hn57{v3g#Jqk@- ztM-bb{P)^`&%s9$n{6-T2rbu{uDIqui zEk2~$S%)$(LC=_(u&F1J-HmN};tcPg`rAd@39*ekERkB>4ZHd@xGjGESiGEucILS` zv5=EUd74^mrtz_E7caobu}tdf6g<1TfU+xbq1{*#IV_!LEjEeIT>t96l>nW{0z+K?qC6ss#dbXu zg!&YcMJ}*{Lf(_HgnHmQzyTC)y(lj$qcSnWkd1c?Ad6e0u)H9pjVIjCm(&KXzix{g zWDf^uyQ!gA0yty8=86`)|7UPnq1E6Ekg9P4 z6+JwE@n;U06{sEhv`HN_POk0oekL0wcyd5;jm6=Hb z;(2mXIZ3KsDCqo1hILFt+Nj##Qe{R^xaT|FEf%6YCUPUHdAzl_4)!moK`cWdM4`Nm zgSW%U7PyKuFymn~#z3|bA_>-sr$IuelVfApdZ1wuz9u{z0HEExEuCl*L-3M|@ByHdZ@f3qW79n`bR1v4Oj$$|Uo^?XO3VU5*Cg4zx7KVz4x!)z*AK z7Ij&H!=He!W@U|0*;!ZnC7b<{ex-#>cghyo7!0@H$M^Q?8Mb)9{g8vaOD!w-jKEe` z*@^W-zV=|>;gde?XEpgDJz85d4gL-xHko6p8IAf+_J#cd0|i7JpvkRLXhQH|C|E$C z^&#!x!g#7ag{EK#Ors)NV|K5U0icG#VvTpo|AjLVAq{ptI>q;%(?l0QBjR6sz|hf{ z?E^X6SlA#HP0HzzG<>(c346N*_tNh5f9J|eVA;+Yn!*5Z+OrI1G@3RuN_0nXRVt$eY~W@LvJY1> zp_v(ACkW|L0{GubAbbPm19sqa+Hvwgd@~97%mG92rz#>^C1A^TONI=xO;lI7D4b&1 z2iY2`SZ&v*+I2$=GhG1_8!pN}RA&p%2S9EhpEN8w16LHKI3BRy^5Cw(Uz6dxkxL3K zY|X_W<^n)Y=0PZjx;oJD@9b{u19FJt6bOS?-`Eg7L3$9%#Rhk=Ru!KLzm2-(l?!^! zxBHBCUB#Yi;ecN|Od;GAHmPds2_1aArYJIwyvo{kMBq^=kDj0&M%#BIRvjWgjYO&- z$l@$d0LEAcWZPe0_<<>a@xqQk4ggU6p6rYAdlvy}G>5eGKgGLyugbF8Qr@NfxAtMD zV?%xC(ueU)cL`0U_bL!1fCHfy1p-n6hz{t8bcg{$FCq|-Dji0L z5=!V1LQyG!1c(v>LV*0k%=@0T&iQh_oU_*Xo%P?J_Db1#_Py_N-Pe6Rd1Y;B#D0$a4L*-{h;` z#?!vAelL1~sCXt3m(MDj!n86HmisN0bj{)~rEd9Td6S%5OVI4w-<=%|@nYYk#zY&p z_Ff(&+(Pcd(ig7y9F6@jN_fF`8!bBD^g@@(^i+~rX}q=PTA>~kInThUyeH z?*s8$;Ewm<+dzsIMXLvY5TFrae~!MqvqM2x{K3Cx0Dy={5yOAZZ}Ky+|L3%K>2 znql@{J9^(fAOIa3|HMv!Y1{}b5O44p!*HwU5g2%|5GoB&tBl@htBkF0lb|y68$`18 zS`&5wBcHTcdRs5}IC+O~g>8%%UyL8!?B@-xk?Y!<{Bu-q?y`ao+5?bi4QFw8-O&Ja zua%u;@Uz3+^Z(;nEAr_%yO^V?!kw7Yg-}ebLr1}sm2Ow8c_>EvU^=z?V1Ik1v!b@c zzo%pW$xBeG2RtBxwA3{-ptJwsXksC?Mwc2jVQ}NY4cDjNzHX0_BON++it&0fgwA}= zD^v|%ZM}nLVq?z1SoD&GQs81E-^zO1+$o<`B-)M;s-)`;!k3&bcXSUxTr1rJyiVMl zKdVONHcN1kpN@qVD8Dmz*;8$SvE6`b`^TjeV@n}9R%GB6N~-VmC$gCEP@SFSo}Q>> z>Qcl=Y!(IIxzOzI2$r*ah;2ZhIuS!!h}4H+k)4A_LV)BxCE{-2Yd_vskp%9>Aa8Cc z0@9+nZ-P{W4g_dY2KS?fwJl=haBtL?ocMKOKAysGErBzla2KTw*lRyWXJSi^K>;~$ zqJ}0v9Khu=s;#erGp_47J<7(n1~0p|HZ#>HrpOF&I(GT4y%mtvPpv7}OX8TpZAbCl zdF-C^0E+V1z_%R{s#Bv$6X-oO5oEO-J4PPd7pv`P+y3qYiQU=e?>gLY!K)m`dMyU! zV5sXF>y0rvCb*B(osLw#T62MeB`r9%Vy@BK3g1%KPIxc!I_&Rjjx~f%WJ}K|IUoZS zT0cnp=7%`|&1&y8;=43%T!*>#m*{w7X)enL+N+)U;YjDK5S_KRAAXL8j&l1IG$@m} zcWJ<3S{(IBlX66b|NZne@5P;_?V5@J63#U=?nd)cII@NqmE|!t>o|M4D;$axtX8!; z5uqdrL94oVpKhq7s5ynt!QYJn}C^J;uaQ5DS88GvHJ>UN8Y zg%R9=mkp@Yp8a`$mY!Bp$IW?x>tN_I1lw~RIu>k5J}tZ)$l^5HTt^b9u8J(o3Vk%| zzp1ql3Lsig=i7`c^4&}HnGQ^{e)x&L-_7+$RjGCG;q}!EBbFkci&$_WyF3O`fTmH` zL9zHToVi+DnM6m5w)OIpw@J<41Rb#RF|4g-t~FDZ9bq}C|an;f9Rwk zr&q@c=>54~JAANs84mp7>@#~{+cW=?auCx$t?FI-8t=6FQKod~OHiu??xAC}D?G*x zwmel6i0}_&!ykLu%`@aY5o~%Fo?MM;_gg#2zXW%U@;%o(e`UN^KNI-V_KK6f$ARJY zG}1`QsVx!_u4OyK+py5IEhGJ|I6y>Q1C~8LEZ@_qyoPNe7n2etve5<=Tm@k(*Ir-P z7{V|3Ag@)8RIYdlXb7~i3VQsACtl@~r`;Ite1@Sd>@0Rvs@)X*O=`Hd#r*2@4_Q4X zwt;udS7gZ4kv830p@1vU+N{b1o|Nnrl-Bw98D3|2uvNr(xbS&V&o~D=nqVpCNPX_u zE@Ya&vD>SweXdw@v@F!ahUt%-N6GY?YaF2#%`|y}tM_E+&X1B#V z`iq1UQ2k94U#AiTY(JP*K9-7OmDtEjY74t6+rcDGop>;3rJ#p>Gu~vG)r=lf*gg-j znOLnd4$j)xiBX3Qh%QHvJ4duaVWD5vC?EK_u#y`&v_pvcM%jnrx)JHVP?)XQI>jYA zgq?6HhL^|sBcd$Ex$d5TzoN63^C5EkfWIdkamROQr8{ccOSQIu4Zx;eCZ}7wVBx*= z>YZMtc8JIfD`(Rjwts%6U{ZWohVU`#3i#ffg!mGE~e7u{lh{@sNnO>NCJRvt9l_jVXg@ZWh{bfEp3XS0y^ z4Y(s5+MR*2I_E{SM##r)|n&Gu9P%2wN2^seYs#=MAIoZ&xP{zA@{r zl+zfiVhdl4&t4hd=^Z0$VA^%!9M30pU)TW&e@@B`UwJS&BK!T=ZIouyePDtQ!CL$* zBRz4|NbOKk&g#t$Xq1jGmM28bdSv+b*3eoTU4uhh*R@gDL#Wx zze&|DOedw%WcSdkN<_x48`IsOgEw?6{e7rOW&17s$ga=?AL|CnhIA0Fl$&o|{7Vw= zh7F&myyLRjx1!Rv8wN)}7BGrF;LBEy4ZKk8=wnT^Dka&3l50ZMF+&!SzL-ze44cmn zJZHHqfECDq<=UqP?U?C2#NzWDB1XFGQtmz67p1h!%>F$eSk=g^ysDWu%ZypS<%$Yl9gwPiFEQQZ^?NXoJo} zEe)gVD?X5;k3FPr>drl)e_i#-9cS(h7`;~fdNM3n`;={dXCg0UY@2-s%GcfkYx-Rm zt0MpmdlyREJs!t|G)<~eq6d%Kb<6}n!4I*Dn9wP{+Foc-DX9xqSml3+^5{&ay((3g zx5J!hr7YQVI4@6_Qm4s1L`{kI?$+YnI91HSP4KeC^3Rbw0 zY3xn+Hk)jRhbkm)nR>&ffc>O!^I_12#>4}+{P4iMq}`kGzSke<5*kL@VrYMV;$(_juf<$0MVvIbP+E8=k z=*GL&NzWZBBv=Sm+ZaomXh6Xl_XJmU8eu_~1C8EhM{~G$ZFYpqB}j^I*c&#hHsfFY zsSlKsVh?I*v#}*%geR)>N-H{2pi6o0NWND#K`8l>m~`JIPSzz==MU0;TJ2-isI^d? zaD!<%5ylp2o(^f@JJiN^O}}T_zE1_at-`wVghXx~O$Meao_zJ{vb;ADF$%Vq8thi7 z024{lTuI4a2SZ?U$g)P=*{HWc;t&f*jfTOi<*+%{dEACHSEwsT6^R1D5vq*>9bg~@ zKzwZD>{vC4Xa~5p*XS^nnp8rgI;#? z)&*2b7kL-(mig5AYhzd!p{J`Zc`9|Vhm-p2H`N6_j71kCkV?7&c@LIpYr-_~#A6cN zH*VgxfK8T*%1G#+ED9}YN;OF#NBQJ$nklxAP$D+pS0go7Vm`qrC8G<^3Rjl9)oPO5 zc>y;wLBw4!G_~m-bmsMJN%zMqm3aihxYgo^YH|;zgqQ+m`g6DI@(eb7ZlpdE`-=NqP8fK?e6b4D4Zq_r2vsJMVi@Vw@e?z=n~$W<;4@=i)@6 z>FoH%GD_ob@y%Sp0NeULt#%%y$ThMY>>2CYc{!?@ivM4Jl*Om2acZN{-Qm!(HL(Eg z@T>^1ycfI5(1%e<(c#VE<4`bGQsm>Kz~`cv|nyy1a9ARN+06A** zK}0^KKx{Yy`thK-&tht(KlIxlHyr4kQJVN$A-pB_ZgC`|d`QrGH)LMhbpBdq-=mi( zbAP%^O$FVNy(?N+il};|?7V-nUV>ddEhG-NF!p}e>P*Nnx%P24x}yOx))fg9G^-2> zg>6n-h@Tj~>>PWtRs9y>>-EE)@dt7(M&vN))>y{*=8X=A@?(%8xANy2 zZeh;fS~mP`(5vgJ^4P;jVw8V*b$9dN%A{%(O8Q3;G0wAK!VnbEksh{GWBod9g*tBk z^3y8KdxEA{^}M`bR*S>8Xy+1u0g$3<2JV&*^)EY}8>@Fd|4pXaJgD`Cfg?*~VYhGJ z(a5A%Jr8)}cpL_$TiEZ$;j!2$A&Fb$_`zxf~e^>Ql_mQx>+LQ_k3OHKla%t)YWQ9!G z1?Aw7T5WTAm47+wgoe6q9T(7Axn|PUs=F`Xo0n)Hqn?USk8}E8y@^346r;yL2>~ZMhl(8bG|LW6rSKlN~u&OHTmzc z!pnhfIVm$WJ;WIFp->TndnB{U<7D4!9|zg>I>-v=!Ugn1O7qn2SMHRQee%k=^)gaZ zp?#@!<4>{{HOJH~dj5~@O}3mT9&-^ZGsiMub%nNx!q&fXc?<)g7Y zljXRS<+SM}(124A^AXBUujKfV_9jnTR(z|{WnahVxN+LElz(7!6J>hKF`B2K`Nw8TWX#HsZ=a;0<8pdqqbj%5m}V0R7w;k~&9|l~ z0{E&L6M(`{31JsJ_uD-8rRy4Bd<)v0<}cy7^;N`P*JzGqdynAik^9}RrOK~$}66SETMa&NYmgfzUO?{m>nVh{nuRi(rUvBQWZsdy~eXOB(c5B`5aw4?2>S^oMaQRbFzCNhaVo2t={Zo2ye}> zVd$fQ6#jv8xWQcJUa!`7?Z;)CV!3hhA@x(%kguN_h`;AOU`)g%&Q{qSkO<>}R^sVB zI6R?->5mYBJtR{VS2*AWf$7JCnf*&aMifW zz_De0^jF%&owB@gdoQXh=82gnt;}e7v~QfZ4!<{2`sEs%qP$~Ax z6vL#Jon|!(0e=cnXBL)97#p~5Wl&pCMpT^+^Mi59TL`+%z$|{C;k^2u#X;wVofSY1 zeJmiI=Bz7CG8*Fs^Bmm{W>Ymks`oXDETY0)c0b_SolE?7acE&QkBf4Cqa*kjxuIV?KQNqJ(67#apM#6fwZf=O)m@?(jZT`vb@5Z+_=B*|P(; zmb#)V4$5LbUJpFqxKUj zPO9R=q|B?UV#-B2G!kOF!U$v11M1oD7M?bhy5h+7vhOppNCC3I;PtAHH#Cw$LML4Z zgiEt=?LnQU7gt(PD+MHJs%BVhYl}(f{Z!C$WTwY-giMG)n8E#nQG~kMwn{wj3GnZA zrA?l^5M3G;5mhPw)jz{!s-34vm}XQJ+%)`G2!9YuI}{wf&MGqu?I5;$e8#q}Mj=TR zkui1=n^ZaYqxq(*8uE56bVjO~PtGncY^W_gw9NlDy|3bF&!aw2dfbeus_~dTGIP}S zTLShQs`#Si0AFgZ+rUZwOk3^v?e|9TKFh`?cCYyR@EU1oeb&J?Jt1B8S{%FCY&UCU zc#Lr-J$(JlEOWJE!%x~QCjk{IUf9uv*$y9XZpfkI{%%ZuI1K%BSbJTIHZ>eD0C3l0 zR;e$M=4{dT<;YHXIWyvh!&Y_Fs91ZXn?C5^ssw)^T|EC5Z}_2lMd$jQaY1j6T%*c* z!~+HRwUP0N6;=OFPjwFbQaph68L=H3m)_mX?53w^^{;KuHqapx5kV=Vbcp{!V-?s` zW7wy}ZU@(LYr)A~4h{5)xDx?(TbJabPNop<=s56P&%<`2%x#CWluG3{+^>ku$cM=6n0ME&Id9tav{+rdLWk zd0p>bVl`~?o?{r^B0=eeffl#Z}e6WA9bYNTuXP&8><7#*ikC(<0Se+ZT zxwJk*fkBqxi@o`Y+rHT}6sGOnRlhcyhZZW4LtiG?gwenOK5Z9aBu+i5aVZ`Hbo>4) zhiGs64Gvpk!%8|`+T7blPo^1>o!=72gp~}S=ic~U&~QyLNodJk9&PF$iqX|e_#LY! z4yzJx#>S1fp zHoJgNp>$@$w;?ZuIlqdB=iS5U29XWPTCCyU3IrqDc{T2;FX&J@8z$``8&dh9CLS&N2M-&cPNmR%nPr)E5>)=(W!1N_C6 zt`rVxpZp%q|J-xYPnsK^=&4A|>-RxS1=V_M$W@HI?%CI-%ihG9bBmX+-Z1jx& zlW-^@$X+8BJkUezFC~3kHS~5SpaLp2Fpm{U7M5`4#;`z<{`q^;^q^UN8#db2J)e~X zrY9S4H!f_eHPxU^vhezJ8aYB+O+TQ5cs1GPP%r@36@4(Rq{w~;Jjb*vFf|Znb~w$k zI&Yph>)%l!`e()yUt6X?bY^}JW1v?iHHDJ1$qMMN2$mWX+U5mwXG{)t55_0HnKyZR z^hlG-xeTc=@Ys3rL!CBcsrNgI6yVHX9h^3sc8eU2jNG6Dm&4^|7gyqZW%$>hC746z z5%p!~X=v-0?IJ7}XH+^-1D1<& zRd=lj?~p3uI25=eB^p(yTpV*bQfHv+uxqW^K8FgtH9u@M*;*%BUrwULz&*MSw=Ris zb0YJ}jf;q!ym28B1$x8B6*WTV&6Fb`ph52;yzzhsxgV9UtdaQo?T#1`A^y@&HMAi( zi+HuhQPj?q3d|3YxBIJX!3;Dn$2B!Rt?mqA<36`O1O({yIh<7etM|V zfZV``xi8sDiqPhKICvnO?U@=3)Lj934Rm*$y$zt3`Kp7Ylm*Ly=nlRD===-Fu+Err zSFayS0DJn8tumK$x<~HH7i_`g4LUX3?y-a`@C&qE> zvM~pOr@qP^<;yd)ti?!j&(06X4~SycTvdm2*aC^=>}g41%@Fh$px%X%XQQ^4UGjz5 zANAmuaNpk?Ji4HS@FDggEy>5jE;HZ|kxXd#gM73-|L7q`Z1Jh5W~0if<;C8OOtMD} z`v^?kRS&bc5Ywdj_jSc>{XJ-6@`EufE~ulnF|+>sY6 z?CJ}$`+N3PMX?#jaqBiH&B&lhRWa-bMNjXy;@iGDE6&U+S-o^-qsWZ_&`|G~q^(m& zJ$%5j!^uMDwmR1qWS%uv3;A;bYAhW=x=leY4QguH@uQKI=fO>pM5U@JS0`IIxwX;?x7+DS_j^96Bf`(B zdE{scS^#CYWOjdI`TonEgWa>&BM))SV+JY`L1k_5Bva8CTXFv&ccs*&vi@&;RMeig zMcX}YCBbFCn!nW?Jet*AK`3H>c)>dw3L0?|{00;>U2*QYIZ!@yDHXEUFQc{sy_i!@ z;u&|Wlt6Z6qCbZ$BJAZ&BAc%>F!0_(R~S@Wc9m}*`(T2%=aHx^zfj=d$Qu$%PHRTn zG6HyQ+}3A{k)bfV*)h!@MP^voUxpVw&2R1d5mVB`vu9@cae+4ADfS!SZMR6;IBWwr zfWBL7l8e{Nk-hf`jMv8&eP{;aLuJrmHB+m~f&J7P3gK(t^8sxgP7eR1${#&=syNy09lA4aBDQTv1rEBdQ{z8Q|anEV%JC5IT)Bja7 zE8P68WbJ&&EXV2OBjsTW(%YJWuUt2)*9S{0rX7#6l%6adN^!kx-cou}I+y&+1&lXx zEA>^BefKD1rU08~!}DHMn6Y=uA+xP{gXd=RyFSZ_X8BFeWn;VI@|`=u@m^J$a>6Sv z*t^-NF&y3Qz0X1OS)m1^^iJ^}qaFbUd)|Nj$=GH7uW(Y>y!O46KH&r#C(Z59xLGnw z{2U_W_skB;?88*)0BVUjwTuyQzXSZp--r|*=>5`uBcq_Y>-3C&h>DZ?qq@pEtgF=@ z7a3Hrz4|3^xf{0r^-V})M*p7u=cF=>v}9URfOi2V6O#deFWjwd@pwnn;yXfKwkg5k zaBrdSvt*W`TV$8EwoM>QQcO-pxB|HgF+YU)DOai&PI;kDd3^@Ml6 zIZ7WeeyQI|x}T#w7GqJ>E<4Uag9r90;0~e3R|>tCU_2$&F1*feLx)&Zv;xEx8)i0& zP0D!%iQ~MQYd9ZCw5_hyqtkL-y)ucYh$WIFe$9~Z1rV?ETB>?@gSvm@g_IIL*oBGA z<{`JpI}yuAb_0G9PV!`(%HhsHaj-4R$ceQMHmy(T^*hb*T4l<~x;ALP9A+7YR9761 zPYsaX_S**R*Ju`YF?UAH1ZG}Q8>p(5)7kteL!gJ6u1_I(qEmdZW%$HzUuZxYH%6-V zrSZN8W8DnhY0fP;S+vXv3mBx|uhhlSYuK_jXfwlkCMj^9e6L>1H+8j!-j}>Dl6})! z_1khdE^uIkt02^iPLDy)&28AtI#;d2$x0ytKyf^rUe@AHN@ol&I^ zVL>_l^_=<}N1vRf-&98O>BRi{*zU|2?&;~Idp0dCmBaXzYnNB=yyZAi>J0$l7TZGc zikL-u8&ukvBn90HS%$An!4Ds8g^b|%*F3a$@<45uebCTY?!N0g8u1h_#0Lf?mEQ9< z!U5&o-sT}w*`bq>tTmz#VGn!54#af^K)jHp{o)7nf%%b`>@5b5{3z7)hk*)>FEv$l zQyu=(am!iB`A*yBf3T`Kc{yAJ2!z=FEBLa0FmO(u4WaWU*hFD4lFlA4lmDxN8!C!lo=JS&WWu zFv^o*SNb^X+Dgc%DwdBNk-+Wg4RGSE$p2SQ;ouUz-8?gf)O0+x^hRw?C7LMc0XynC zchMdNR_?|L1{EgahiPk0nuj~N2-97D@RPr*CH^ZTb2mu1k;~sQBz4Q|(_@Wr za@bRG<^E?(EK>dDNaQ1WbRj`^08Sj-|7y|VJ#L%n8CG~ly+|v6q^1#zYYlcoc>SJ{ z{0pPP1)j2c{QDwZCP6uHtbh+5Oy_5ui(ljVk93VsTx0^_R*^C&g8a_PHnc+LDQn$u z?NI+klY+6Ilc2F*x4AwQ>m^A6EcyPcjWf%z{OQ@6_Kgv6*8Kl_zW@cL|A&Qf_;1&U zW0krmn`a`Hvt@mW$vOe7lxUrImw-kB*1r`neSOHRQls3)3M6%sr2y`s*85C=-lH

wf`0M-Fyb=Kc8>^e~8+W z|6kGdS)X0s27*J73&f@LfvV@7ZA|Wbv0v}q)xx# z9N8Ie?|d8igYJW_I!3^3Vb-=J$!xB`2)$2l81}pIXCf`QD;lphy) zIQW4o5*NPF6;I&9lc~bfu*Jyq!pg$fDCm$Ve7eV5JJKa$5jwL5cXMR`5I;3FX!p25 zXC4f6ia)zVPg2mXV}l!Dd)s3{>NkNG}BR{>pAR`TklS6?dK0(|Gm|&tPNl zR}D<$7@9n^n$~`=F(nOurn=(%GR~3kPhN08dFT}oFDZUgMnrz9D!u3ruf)XU_GJIM zuKl-b%DKw?{F{4Udg9{F0g~O&+gS&!`sTmgw?osUQ6EcAyFe{&aVHcCrgOGNWc9#S zSAqT7KUZz!9Phog`9(rRx^OqEvPP@$3VidI@z?u}Or?W^V-0)&h1l{D%Shd-0C|Qt zqXz-Y-6tQ{?2L>bzxYoydx;i3tICiA&T&sxO$by)(kG8c-i}E|SznWCm;g>R&cU0b z4PD1eY*7JzmiPWm2720^36h*6X&f)<(mcL{`NfE3Fl}UTSZ?ib^3cXJYrXF|OSLcB zXDoR~g`@_Mabq==0KJ`u#3&POBfFUCWY=ZSHqM2#gPbZUv7u=6k=>2WOC`)_H{`x@ zCU4oiI~c~bsdc9Qi-Hr0y*{W)$v(F2fXkWrp<@~|jy*>+7jrfT(?w>m-TTc)2boqn zZBbu72{>qfzmob6pq81n$$Hz|`cVQ8-MaJHSku{x66vpx-gQRgwBKFjsnzLifSnNC z>beg{gJ+@fnU=sR;98cQ)Y%HYe*TTVg7T@~o9C{~Bl+o=pjy+cLXw+jvOZ=RcJQFy zeECeyU^%Ym2w(;eJ?Uc+tg+OlOt;I?zj^kXX9Z=?)MJM(RI;bV(#3feE-k^9TS_zf z9iK$z1jHaQ690;j{iUZY&qn<-<#1PL7CDv5cy!Zc*6^3M-FWZls4Cx#lg-{|Om^^L zo!e=QXIG9Nr8Bc#^k+5pidlK@O|RBUva%SeRG$93H(NO$r!{n%%i5sH%t~S##S#qc zkvb%QY05Jc_UyZWB8l9=d)Urs2OcX2rn}GUQ&)iqGE#gi> zYfo9dBrxhsJZMs++rtFz-53zP_RtSDx`Vlv+m*~cn#f6crKKd?DE&?-GXE(@lEx&+5u|{`e~!uXN2I%YCpy3HAW=F9t~D9KTzcp$06K6hEi(`7Fd~ zBYfEM6%mq^x3P(KEf*7DHubf9_s7$==!2aV^geHJ=Lb2QeA{Y6NY9KkJGw7I3|nG#ROQTXpZ6ql?X%gmA3Co-Qr(aFr$pGXaQ33D=YYr^g$# z``9Ao7=AlTA}2m{5nna4`aiZ+P^Qm-O&t>HK~OUS*B+%Sa~@hrr`u0K?APg2V`9CYZ%eH%Y>Y?nJ^dCe!+1G@WshX7MIy2 zgvg`6dtKBHC#o4RFKq!~0n{Ji+r2|is9eorp}p=%`4@ffM5n?&udn-Ab)>GyP=TT&}K zO^fPH(mno0IGbu=Ad6OUM^h}>+mOP?rEaGZnVS=gohmev^>E)%FU$*|k6 z-u>b9q>x6Aa|MSCiC(KeEoY(~#F7pOAuY1V!^1c$(3hsIkhbB%C$scvY202ap+PRL@_7&Ql~s}u z!ezFaFNxVVYsH%Jh8pgP`-1Jhr6#RC;o6_fYB@*x1SZiRij*YIg||ipr0USyntB9L zd_i;&IAV~RbH)8E+t+im`ot%yEL3vox{`CT(;}DiCesQNPgK6sC#LS@#Y#xNp^>Ny!?ispRUi2{*H}bsrD%@RfiI>&WC$-(Y(m+Xh_1NmGp4(UbeIcTSk!ixs z-MCChW(ki|59c)8@~FFpWplyGDE1U@Czi8IbE6UCz?J#S5_7LJihrMcVti7>d{-@% zsV3Xg+O#c?*3s?$m$^uK1F$b?JK0=vfGatT(s?vfr{l$6rI~efkC8`gM#HpA1C*Ol zEK0Q3Jxfwf$(d5_e|zgv=Z?G$e{a$JDZ);Xf7*A6u&gZg;V=fMZhHMW1vQecy?Q6+ zctxd z+L0TvP?DvijI0BR9kRF9+If;%O=RLVKzM!U#ymB|6F2KEei)|cB?vvL?fUVDd`(<8 z8A;j#uZsvC8lN;u_uhj3Vf^F1+g<%gw*^rl(IJ(kG1JWnCZ6}@K znEd5YjKxF73zML6INjNVZc7w<`uX@-%1^*;gywj6bsa0Re9#gYrT2}@24#Al^Tsyr z9>$2A5EO{xv`_H(9zWllOmOCe1m(Gm8@j_6;(-!^4Ohej&Z>(IQHQVEC{~>+n(S9f z_bPIJ{lZ4@=@!Q>p>|=mCzaFu4P7zoF3WZUXvL3P4Z~7Cru`LJ6IGX*8f6U<*ms>1 z*lZ13vv;)_SYeQe9E1wRe(2ZUUZpO*020Kj+|1F!XYF3E0wYh65I?gG&y4cq`^BNO z^OSJBFVB*h_r0HM@^Njka>L$b-oBqP4TqXl@6A{YY$nx=a;!XJ8$>jCj(9z5V0X#kIb% zUTYGy7LqKYP6F}G%)Dh}lr()EbOD4RRP2sWoVY?UcV`;8L0+MF1ir|YIM~v#SkqYT zan4E5)-q>T2Dt%V^Fout;~$}G!eK?nNTpxTSOnfJXDTTTR|J@IBO5;WdHjdWhDr*h}GiJbI~mz(g{4LsyN++S4kUC+tug zJ1mUBJHZ2U+RcC^cH)EHJD1+Mhf2?7p|h;E0SR7@J>bmxWvH~?By)}Q22JR*aIZ>~ z`%7V*Eago@?O8frs$@32`1s5#o#;E!#;qGTvMl4ZO!Z=7E9@T48V;#Uw&DvcEA@d_ zC#~Ip43p2&x62!Kk>a8sg?D52eP2$pW~3x}{kai#YqdG-=J9v=)9;@nQDhKagX56x z&?Qn9=M%1zg-NqapL~+JlD3kGInKp)uD^xlt|>QaSP(uNvl!C7FZ^xuTC+?h;Ki~0 z`V|o7ta=y15WFSKCMvX6v%7lxCU==?+%~tY5Qq@jXBQ+fwx`)jk7p$-Y|rDhM|ahc zN1zDT;c(OXWzD6ZDeZj0SpMCGx|8`j_IXz{)+NbyV9;9d8?*v*dTwL zMEfB~h))2ed>U0>c41KtgC+7|w{W`jH|kGE4!4E^u57mt%M>C;r6JIPC2n@PfYi<`xk?c#)f|3e>^(TXlJ@n*BoN zIOmkL_9%mnIxUkcIP(=Gi-b7C(o`nvp8hRO;7AI)U&bViU$3Jb)j87Emyh#+cZ+3_ z0w6ggKldW2jOjMfWc_@o_ot(5B^ii2N=P!!t|i<3bJ$iTlM3YbM!rI^zCTAB!$zNs+LRQ`0jZ>Dqr2#oOgD?*N^pXK+3bW*GfH2~E z><&H_#Su1mG;jLYgBsW9`9fmKhVHch1zm2QB0X-{&CPgu$+D@9f9?#3e2@l8%s zZ$r(u#m1FJn`PUXmTAV~_chm`baoN~X%p&WY!paJjXPeECT-8hvW5)qb4jEhRFswn zzwo9@Zla1L?p@flKI@De3asMw4DGx;*HktKjg9m-la2940wC`MPR{YPKo!k(Q=b0~`+g-67YbDj^rQJ9o?eAv#v^`%Pb7$=gQF&sZMF^i=BBvXpKzf`p`4=UO56HC z{tTgSXWjaGdO9L<)g=zExeVG~>}Yk33w`0e*=zh&UsF@Rn2Sj*C5(W#0WR7lLZlM2 zyhp3Dj@TqWl`;$N$u3{JI^lrE9-FI``{H;r7~Z#?tUodCy{{8Do9Q2%po{i4F1pX^ zuwe^~F4)UbxY3dx62}Rfz^)^v1Yjbe_f$&JJyw#{+Sl9P=jLhCn6G4eRycu_LM>tb#0z8-K+> zwAy@WRS9#OjnDEx0EHNs^eUb>X9+>PB;6WQrwl8sE`H<*;j`U`ucSrUplJ^a}#GySdP>V$08$`i- zGXi^6VVOX&96ffLx(>!P-@COR2F{$gMZ13wVGa0Ip0^ykhu5ANE<9Yg=&sC3M=B80 zKSoxxB&{C}UKj#FkfNdYuq|dh1QT@FHISo@-b0?JNzCS1Dw9(wdM#K!7{Z+WkS(&C z2pipoZ^}2sEbG)l#IFz?H$O|*8DyEW!}z&uT+O^cHOX8YJ^Wb8Z0;GmrDPQTu%cwp z#}aw7{o_|HH}M@*xdP#D3y02}``uaWrNn@cmj*|9N*2^= zK6Wk~kt>{vavw3FF#AM(yX5ACWiYjVbX(y`2D4O7m8e)YcIfzOd3RcsEIoO+fp5{P zK(yH+Gr(zC$ri|;7DqimrY^(gH)m3{zM0G%=&sjXbiaQ2oTT|>FQ2FtmL)LqXfU%H zu0xr-*6T&*PWHgunsCpmO@5x4jKry1!qm+i*dJ>EDJxf!gSpxx?tmLA*>};Kt{8iZ}!W#MqrL zm)VjgnzeNfw%-lKfv4`3xfF&GxpW zrA3!^h|#SODGJ-gd-Lpz(?vZU+hG7tUfo~Mb)6y@Z~K4FTRvVtI`A#M+h`61g_1)) zv8&sk^%4%iTc-8;rv+*j{Y@*@v)Nb5Mpx1-UxlTuHYd9edk+%1MWe{0>UCu(IixNq zcsAQ`Rf7MsM)%AP=%)6d1lh*?;0Q`wIP&+U!Pc zCNvDoJ(N5c*2#tl7uGSms}SWNCyYEd--GtgR%m>fKf+d}cf5c(aeV&g=?*g;H6vbim#v~1N+pz zEVLTL#6zcBI(FOELHlPEHmYN%-6LoCXB&NIqoa;yzE9!tB%Vm@*WzUU8QppcC#+$P zC+NwE-l4PmcE-_p6_EM@JpGLg&#alzeLA=rs;>#G{MMw>ZwO?Zv{CT%^x}EQ#cZ?Q zEhi$HCQTB2(w5UNyD&>S|pJHQ7_U?`>)rlMnc@79VcMG6_`R~{ zy8I{fJ&v2EcSF+GY-y5neC@MzCb8YKXP&5K!}&BFlPkk1`b9VnPv6Y>VN1LdZ`bNr zon948pFrfji9hdS!W1plRc@mVVl)*?7$N7Mr-mm!SDCKt>q4Yx47Vurs;o7K^Q<>) zoA;$nyiGq4ufA6mroNmB8+te4<>AL_IM^-zn@}IS=t)?PAdm$b>ef)O{$x31RRDJCGYPK{~W>7WisbC%nKDgbJ^A4%+kkaoD$w&KKAEpVq3%1&+&bNV^6yP zcrI3!|K`wi8b{(nnYgkZ;&)-3U*&r__0LnbPDVh5qy1|)d%|2RWTe*YHk0Mo+}see za_|l`wIr*wN?AoT?bcj|&R+558A!0CUMc_hxZ|?Kn*VJ2NvfyQhIG%3NIo=mH;TYm z9%IEXR9MaLH0Ky0QF!kzQy^^ZN#j-^3vXF0g3c7N`o6@7^j)mFbo&yWj0VLe@Z=G5 zn+oJ$(BA;=3ramFGJR}+%P$_Y%;4gVXb)?fGiq-kF3dk;rEjM-(1z$ce!b7AKDAkR zApToXtwz1a*4&g5{Sg9lxp{1ZwPJofK5?FhdHTAuWfVVBJw1M19j)6Nb-Rcms;szs zL{Qtp#A-2XEXjoI*9ylNe-3jlv(aV$wVj?RNc%NFEF86rHz}3&o}-zx??Wa?!`^;g zLGdO>39OTI1;vUut0QdHiR=P{Xk4Y2%~zS zUMLM(Yu|6K(H#Kvf32CataFeCc>>h9xOv=fD+w!R?{Rio8%l^-gc^E!d14`Oumb~t z*HKC8_G2ND*L18J{(>GJNB3gAR3>H4IQ;lI&%HfA;HAv+N9mkp^xFJe`E%U^*3BPQ zhJP@#>lavw$0o3F{uqZNZ`}j5(FU8Yj#|=cq;aE190FQj4wsm(-Tqi4OFEmxpF}rE zXT`rTkGlf$R=R(C{M)3NJQ(5EDq9EXAxF*8IwR=YSt(C^gX9N_{An52O61=%S-v2} zjYK$7gX={rV)0;Ncvk zgWmTsS`J< zU$d)<<|da+nvs&=ZGaG+($!8i9={*`KCvMs?3eiS`(z4Rr>VkczXNHaNs&H%!L!`2)X`pX2!MVOcihnlVpeY0z1qYg)+M6BnkT6XjHA3Wk(NGk;J_L=-UceFl3o{lrDzxEoj-AsxMmk`dy zwVrN+(^o&x$DU&c;y$;A#j5Xlg6ZvlvvtA^2We{Iv)@5(jIx|%LT{fb9?jsp>VexE z&0Y@jaqFRH7&fVz7;zFtIW6oUY+wrCGu@!~BA)2{lUAB9rD3_JxFGjCJSdjx(#Hkx z5dP2q6rC8FjKYXp7%F0H@P!rip(EO6bSz=z$!La8r(7G z5K7BMt8hUOE&ISwwg$|Q)DvQDD+;7=enbRxH5M-l=jVE%g-X+DWa^EgZy7r4`2nX(R@&Q1-UJ_+$+@>F z=;j<5wjtC1#nM$rMg6?pB?M^%6afK|mXemGS-O!DrTo&Z(y??XAh~o)H!j^EDBUF? zA+f*$OGqy9e%9aXA0E%~pgXhk#N6lJJ8|kHCaPOuD!R&+KH(MXz?rYS8x^98(#B?8 zm}jDhi|hKV9y^hwkZ1V`xI&71G36BB7)$xaK;QyhK8L-6V`U-ayf1A&g7m8t26_*V zZEm-FHxrDCXqEu=i4-~&`8xP9#nSuB+m*@?x?{lr_H8WlJqBP3j`>xuF8<-BD#d`$ z7fHh9I<1u$(=)esO+E9qFyDVt?*YLp2uHYNmvKff0c{AUL%WAo3bRI@+`p zsu+LD*2NS{5jRoKJEiqP#Jwn-`p!|3RbGJI?^rFTT*?>qd&Z7E=N0rWZN+5Y@B5{D z?)OqbO|AIzjd+Jwv))teQg5IeRh<<;G08DAVp|*nnx8$=OYdjFa8S|z+@><$?}Tn6 zYd9wfUMV^h30fuqMhRuuf!;Iu#bzIk+%IoM=jfvoEkoTE6~`8KUJhV7_acq$4EWkX zE8{}7+q6x37%l;eudHj!C%5Zjbw@3xcy}8*4b~7yFnPLaL#VZk%Ap{dfwXr z$aws~L0Lq~guj(?wY5sa)!WcH+f>Rv#8F~I5IKVsEr#Or%UChGo%#a(+RqyjktuB( ztX!oN=0+VyUtILeZjV!tD`OHT!@C=aT2;)QST8?JzE8rd#T>5o%57V_es&V;qBY>^ zcDKuH>4UL31e-=+MBdjFP08cFAVKl+DHql_>s$jazvaSb>-P}dU?yIl7DHm)l%~yPEOgJ}l%ro@@MC>xsURF)eZ-s(rd%~pjIl1T zN!il^cd(5-AO+R--`^~7;wxQ5`L5=1a!fWi_D2&(vBY7evduM6#OVjqF$^vr+HehR zq@Q2mRW{)1qk|&Zqmi(v6*C8W!bZn_~09>Ia3fZ(8Wrz6}pb%^m#QdAIuF*zq>x|5rMehD01OA3XQCW1J)#6s_%P(#8D*&=mm(ZF@ev& zJSPqJ3#J89vtBnzS33DWURcKKU~*nyDm^+!p&s`jn>8-iQikK?9lKX9?n_H&Bw*CQ z<0fz0kg^&IFgZNz@jmT2SgI0&UMFk$A8^fh1|XQrr!@Uv->aEmIZ+?zCAWGL8N1|e zYqgMtE4tAvq52+jA_>^*;3BdS`FYq03*s$9QrfVO6NE? ziIGi1qWNbP3cYx4()rjKO(+&9vF-NG)6l(py))nEQaY&;>(>QEg*N3gcI*G2U|8cBdDi-A`TZeAxQGS@x5Y@*>|3Ap$5JbNGxS?FHJRf0cs~q=TXn;H( z+5%vV&w+)!y*<9YIzr^!sh%d@U3`NB&91m0X70oa;;7N+IOt=F zf){G5IG~E3E_X)=WX^fODcua}25~2{z)iwg46v8)zfNY)_BJ?8&+@*G0;}}^|5f`! z09vVB`tA?HFj+-0LPG96P7Uop=3U@J0v6@KE`382_u-SB$DA1E(G_B+ILDMP!;#dx zZbh(K-GpCAnJMUD{O|)%4L7SelCYW zUG>dVOVLPNQq6SU=ksasWn0aCm|Y&*08DSr)YnNk3ga1bE4BeO84|(aRg>uhXbMug z=6wQE)Q)Zh+Fm=l0ZslaO?m1XABJp5E4inLF<*~@*0PS48dDS2V>uZN*-2ZCTo$ag zFi-Ob!}AL;1-Ovz2pR0hsxlC;!Z9ZEdZ|YYv`uLvT8BL=*ayDsY>OoG-H7u*uW4~<0^>DS@hu#~*N9O7d*x4I9`B4xUjtjPKck&Ks zh`)IYtJ)_v5$WT~5tJU{S9`CtD}1>JL9%Z)aetK(jKYv$mpzKm!Kd6gQIHVGcm1IFx{Va&*dZS_dO;NWn;@|?Jk{Qx`Yv?ScQ9{ zERf!RfVrenqx;q!VhJbLgt4mLhN3eakbdEbH|AakQDxF8j)S`Qo` zUpE~PqkO1#B=~gY3SA}A9uC&2#|yOaz2M*U9}pOa`N%ftfVWyVpa7=RX)_qH2SC`E zbSKFpf2;YT3lMtx&gBFK`4wU8k`7kKd<94Jcj-qev@adKE4f~Nwe(1JSFNzi;gThq zzuW3a8k-?*>bHsYJDdIh3}x-43#c)zuMR9dnZpvO$4^$IiPXh-OJ>fzu1iP;_Nyr^7-Cz#}Mn-vvu7(KEk(dNJ+cR`mLGPK8NjopGO zB>(ZPyHxY93N9i}yGp;b({C*g(DHSfPcuv@1_++wz`Y zmL*`)IV)~w!pS`QR;H(Jk62+~^6)so$DrQUL|1`oL_mCq<=2Z?T%is0ORvLK)j$Y% zf>M55f0R96#+1)J$ZZ<|-7jTW_~`6@Pf(;W-l_QZg=vF+eyYAzJIQ8BowZrf~9WqbZ4-dS9J-eoi7qon&6IA!$7sMUc9O zxe`j79#t?_hLA4%BKF;%_VDCf&ce6{zH1BcOHfU}zcQYGbez4?dfKT6T##Z7x-R}P zzyc|Af3N;dRyA`p}~!PznN0drXL02OS`ny`rRnIANH$K6C{dJW4tKl;jzons_z`Ykh zT7i@P9$Q^4DHHEPsMk}a$BPzu@>;KWqGJAGfjr*hVz>07keAF|8FRbFh^e6Tcw{3$ zKOA&`&fQHC_yYGg(&x;o>_>_OAL-J8)MlL=ZYS_iZyO&GF#w7m0` zpqABK{_n#C&D^TZ@Zo#{kVPEcUX_x{hozK-R=yhnkUUrot(b~v26XLinv~-(%{7?t zP6a(}Zk%s}oi24Hb*;4xM?&FR2Y!c6W&M*AKO1P)9V8e#fgj-AK)rWqr-~law3vwn zP;gAtlg%5L6%|vc>%eJ+tnLK$o zc!5q`DYiml7jboy%%QG!cHQsx!e;EDXUp@&<)CCOKzCs-1hkuGcYF3;4kC)MX3i2Q$ZZWOmiuGgsT&vhhBGY}F8UoE9HfV2;F`eF7Rf2RTJw zTE^ghEVp^*odOMQg~2*lMzhOXdBnw=bYXGGhp%uU78%xgf>%n)4S`#p#^4!? zNh*rVm}4mWNmm>vb@-r9?dTqaU?KWC%eBA-oCqf)c+x*j%6gwYhaKrK=#y~t)QDzQ zAVg1GnHk|P4q`?pAt-vsiGBL>Z#rKJ(cJ?%iU1v9;6(q3FKt)R$k-c2(E?dWiv!3y zezjT1Ln|RBkm5y(0Q;9MD_oPERF#lxf#7Y`qPz}39?TR!2M{dB4Gxkfb>0-Q+dr2j zOvEOh^foT4cwFW-ZjI&~f@d8YgI%XMO(u^47}-f95o)A%^1rW+{qD%(U*}(cKM_t| z)FZv3yUWJLPRLyVb!(SZP`avm;u0gk^;H*vhr+*(hBA^6PI*)r$2-(Qn3 zeL$+1G}#^INXkm7Ecp1Tta!XtivU<2o6tZ!Oi}kXf}$yL-DLFKuL$_UQ9O&o=Ls#A z$quu8`IpiLv)=$usLxX|ST~yDmoWQ!;P(x}$BaOT^4Nib%k)9Z;9 zbPCBMp2_P=#EvQk;Swu*!(->L&Dt+TZj*?5k1n;@iA;k$M?S;^d8v{WJpngQ5b?Ys z`iY~9=%QLXyL)w;Xn;))ZQvn8Bxm>wsj5J&z3 zvJyb>)PY_OnN~&6~-)0872pJnf^T_hC1FxvrLEeHD?!*|*rrUr$sc)KnUu zY|_HQ|5{(Z%I*X-h18FXQ}&CWsE2sYefm{(Gj#JRZRH8**}009d;mCp(de`4YEm@}1JKWW zBWw42ES3u$FxHW1c@3+`Lfl^?Ex$Wfk0o+^>nd7tCFKt;!_^()&tW%j8fJhXd6ZO$ z6*%8^oi>&QC~i^regae~&bNqbbbvrNyEo|Agi!FP! zb0^gT$ii-?2?2LWOkZ^?rl#Ek5GHb4{#J_W`I-VC*sPt6URM*Qbx_Qs&mH%Zq8BRs zz;gxWR`rOenotCdv+B|p8mEaQL4pY=`pG#nC>$F(Xdci(u?PyI_jXtL=nYQXq}(}W z>1z9_oahJ45WeXj(!H{ z?S^(SfQe*%uU)J}q0hp6Y;`soikJ(yo1XG-@|j0{WOJj>MoFUHpwB zzUlDW1Jl3ooT>(CL`1pw^{L?uq!(ELz}IbwI7k(IRJnZs~4BmKV4=painq2 z`TnBkQhnQ!+K4z*t08TN4L*V^4y#bK$|4{%mM35R948ZAeSLH~gVWg7ezk>jPJgn{ zGy1ai>Ws0q4Sc!7SCL$ayMGE*Vs-r~v9e~rylC@g^^ZhQxDjIfd<4#2^X;aeG82KJ}kATA4w|bb2keJ`WsuwmAsMId_qswG}%=xoTae$&3J@ zuO%4E=J%G*;c4fEw)@JLJJdQhO{B{b)X;t9t(nQq?|_yL@C~2)0u}d4qW*Kp{;;(r}l`WJ*mVAu!GFj0rUa-fc|rmO-4(c;1vs3{kr?%@ zbb6Mm2@L}%S8c~}hbUNW{#6mg-t#b}f-ou-U*gO0i3h{*NyiQP91u5jwu3jPQID^) zJDb)MxjOHFGh5+&yB&eoDJn|Z^)AI=>W_P>Xh_WFv*HIhvyD}`;VCz_BuY80>e@J&=Kp#!<<;+i&&IAD>$5L} zcE+}%$%Q&BJL)biJ4F}?$f@hVQjHGnXyBT2=grwJ056x1iXk!ytv@U}HO@%u9=LHb ztLn}cd}|f@DO!tP**D?mxdQb(t)spj`kY3*z;F~HYS`F@&I{~jykH-z@ZUC*ayj&s zK8=r^=_3TqCc5}tR_)$4cK9@$v%Kv=b+&+S{@hi*slzoYGEMMZcN;EtG$GUFv}Ei{ zkmWyZ6mWkX4}Ci=^dA7C2h*DVZFMR6H^gA?{3|9)@&X&PBpnszk+`l)%BWs+1F54c!b`(94jn5s%eQ({&ony!K zDq`Tq0~?GMU@34mN!DNwNOqb_fge~xpUXxWRjHGSRpUBYO4p87up{XxEaNsaa`;eo z_*q-^PkNrT7Wq|KdngBbag?mV!Ev%c?g{~NSFZC@&NR~WkFG1uESz76o7ed4nnpwk zDt?xmo|cUwC~FR98$0SrZMS{)F;g&+;7M|cQj2!=^4e@G=Pe<&b531CcTU%*W8kr4 z7Q0LUszmpek`EfMa$8o@j83NdY zJ4?XPtoe>NE&rK&5iXTFk*#u*oYxf(|IJ2azPkeE4P>`y1gd1~bQR%T{fPCn zcRFNJ#SBJ@79jZ{wDW5W_NA~Y$;WUv88av01u>of^{!f4EUtWdIzzD$=fsxElvV~O zQ}Auxy0y7%untsQpn)%UxLcbYze&M0w4^I#Pr*#P8m!wTkhTov0wv7IvD>ps#$QXo z`n`bl2Ws$sq4TzM`&r-?V@IsKE|+W<1NbWtLtdF;6DM_r`J&p-n;u-+`nnYFg z?SY{ANYyv%*7FI9`_a#bPcF0S6H6HwSY@yRH5{``*a0-oQ(nmx#S9@7L)WV#bzu^*+oNW20J$D z9Xq*Jb8&rP+!P~FmG)yyuXnZ4l-xj$BN(UxtoY@>6;~D9WsB^JX4y_SEBCKhvEbDl z0a93~du}(-f&iC4@ya*h>Vii_qV1&z+fs;3*BI}8n}9PLLw~IoJw&F5!S>t>uE&q; zUN~u`XlFZEH>y}T(wa`CW+);ha`2G2F-f^_f#2PV@ncDVt_0#c0HWFw#skexs<87F z$B4(e{VL|2COsT>W!3#&M|xS68=>Bw)MADGaG@KdQFZ^x!ds7@G&a++jiqzRV5I%ueFT7^wxT+G56&MEG%1@% z_6gGPfv#Y=;eAe$`L}2QW!Jfx9C4`*tj9F@BF&Q^9a>fauor+{x-+ZPeqbh{+Mh=4 zydV1L-MPbN4jr&9w~<5|WyQ87%Y+F$<1(V5Xp4)!U+ptfzUv?>zzQQK@P_IDbFRe> zKv-0E%1e@Ow>{F|Y#m}RU@Wgfy#%x4`ih&eNt>mV_Nc_=@1hTk_=%X}7B?Q~=TM{` zOO>s^>P8){0P}HO@nxQ$m>iv`&+xiVl+-+cr~6 zpBgYDhlD8Un8YEpnyrcz8uqD9W73&A7OW6i+9=UTfiT6GFUL5b#~He}14Cu_w|~jX zT>RY|x_&1D&7x25xm5m}%IPGEit!}YZ_1MV-SlzrSe+=MPZQyFDs{)Zt%0AuuL1g<9c^Ot|*RV`f7=De~= z(MD5uRiXrE_vdLkSf?Ced-M?2{vR+cP>omG$3KgAJDW2%0T(UZsQHh_b~7}5chY4F zk15{2Kl(vEcaGeN%b^;N^F5uWhWiyTB>U`21Qi-dbz|G%_um8rlftX#6^C^rG@vh> z2)!-i6r|Lo3~A&i49$jZRBt$C;YK3p#2Yn9i8PjU_-I@5&G6Vq;}fw#*L@GNKq;W9 z-Y38$N!XA#D;*B1BZ>mHohV3nR_PgOZ7K~X9z&m&m~Jcf>6^|HZnZplBL|g z@}8IK;s&zr0zmo)xjm<6u?kgCdI9-}*M3w*yF!Kn38>3R!4S(qX_LucbcPS!)6}9th z+C>_4&rUNX0En}yqS$0^;Da3?cjV{FskY2?oXdib?&&6T>AHB(69wjBmX4vkWV{9^ zO*X|(+}{Thk7}LJBN*(9$rlPbNnx-f9?eXWOnB7}1HizXpN!Aw`lRmpZMl$1^M|vl^Pe0c0IF?5!F7NTeK(>!cvyIE`a(#yiGV^S?p{jzwB#qui zn5P!90&bNuTY--}B@Ud~CA9bY$1IaRX?|Gq5)+h^t%u)Ty;udnA;AkyOpA- zm`mfGR3ZFKNUr9%6a9<=^cSCllnhk-|yOrh*s7ost`JHceKZ`6CY+#crqxMe^@t@_`a3@Rvvr> zqNvf3q!UtW%WF3J#VD1C7W4@5U2zJ0kfziG+{vXnW=2x50R-wEYq}G074sIcbX&j}Jus*F|?Z8C1_g+&0WS z=B@gyl=}sY8q!#qg7B+-eEcpp z{q3$j=YI!eH*psmQ3HqMT1qHx76n)AVSTo!@hE~9Sl|Prhwv{( z#Tlsx$)RLWwE!cE;qXbJK*NA z?PgRS(@=FOp26J3{>3l+o0_>yFb#13Fr10~^Bd*wdD_b^^^MekBkM0l+6+A??rF8O z=yx#cYh6CA0++n2H=-4ofy|~1w=~%elE@$r?X(%-7jM`vT$%^^WaIJg&xShAJMV5z z$2#_ikJ=ED)ugt{4WHa*ZP1(%LwW>>!Av3IH=qF-F}=}E3nrfnPlUrsZcpG03mId(}6r#o~v#?kfuLh(&{|i!2~AB6YoQp za^~}8qnmTSYeX6N%GdF-0aeCuRzg3c61(iDYlk(irH#X#9f-FYI1jAF1&s5VK}HtS z0pOH!g(%=AnyrG{OVh7 zSET=!(Vfm2T)FS&VkIw|h)Je0{TBuv0;ZIAH+(Awk{1J#?%I&W zkeO_7&074J55#?PA}4Bkcw;7c*fcHtL%TI^+fGqN8IT&Qag}p8((Ji)?MHPzaZ=@h zMFI~Jt%jn@JFm)H@{7_uTDOtLDoUC(YlI-A%3wQ2=kG2y%R5BTf8H|J?!1Z0xx37% zE=~qiI;PtABrJza0ZMQ&ZaFv~OX`0Mbq_d;6F)QQ{#UTXi+V5&iaP3SJ2TSZfPI55Dk2cioCc^Ae}JorW)r4&amUv%l!53f2D33k6dM3gEC-Nb zNU9oysGr2axn&6m2$ka?!E_jAIv6cGpb4`&@x;DVeG2jB-CTQClnvmFOp6%?rae9% z4;$_bOlr?9`XoHZR{Wux=k0fhtQoYkxCq@Z-Hvnd^1ICyW5CLbZZXb0yr?>0FTmfH zHc|;y@(ANcGvk_ll9|+*7_^HqcfujVgg-s-5>ED+;{*7C+o5Rj>YH#3lTO(DzjVJ2 z4C_iN1}QvruSN<03tLR2_1pK(T}ti%F!%%ra)9?ao+jkt`8IikIZK>|3HVAhf+;X= z9~HQiEG0}N_GzPQD>tnHjern#n3xlJ{07b}KiC;c5)Km@fBJHJLq2Uw{_z+x}c z>^M|kKni%{j$d?>imv$82I9RABWjdxxXLo~I#Wl90kN)w*?9?Ih$!>P<@&UeXl!!4 z(DIS8Ie;Ha8IetzdSD!_(jEbrzuRg`H12?AT<#~_hsJ<*hzn`w@fYx^YBenqEBt}c zu~jo8zf^bv0s}4-UpIDI)iX3~M_{mlB038ZWtpPQwr&7>m7TRP*Ckx%iu9q$eXH@XNiL&V$UnX+8uvYanxA%SI|^+B%NH?%-@#Bn0i}RUX?QH6{e3wtMlVYMUwpU#AcjZ|< z;1f3+Qj}vpk1Qo?E))9ID^r`C6Te`d^wJd`BKfUz=~mKu z+_|W<1(=1RLPtQkKo`P(4@9R>6sNpuO0b|tlM3gRCFL|z>-ukSsVy1Qd(AziS>QPA zt1BW>{Ph=yYP-cF*42bli|qLKcCZ`~aO}H|eg4=gP4D6Sviid=+IyOyuI~~TjWel2 zf`me>=1+C`g;<$^I-l-d1nfp_C$1osH*XM#K!igV;>M|~zQIsXYAMd4t43vHMxJL=*Q+((ET?+|{LUFiUQjgm*^^0dFODEAKuW`X(M+ z1#}z>)ABzKgKZ9|!t4rpn^uF9_T=N?^=UzzSY!hUu%A5?z1r9}n9S_hPfTKxQ%bX1 z!yxTywvJ?p+HKPcIl#Pc=OS$vIyJt?T3!52oEcR6J387yR9=Z@bG9)%Z?J8&R(bxN z8$GDT@omR`YZ<@F&!8$$5H3p{G72y@cPx!a=44s`MnAzMSIH_S0>FR-y5vw8lOYod z|6K*%Aiv}u7}VZP+cyUc)pc#^FlA@i`XB|U4C-W;#)bYF?%2^9;w5W94qsfsbo?!V zR9858^b)Y6NHBTzoZXfwUpOP5yVf`};P$ewGGAz;_(Q<5;*E6|U^Wy)v}10EPYnYE zSNRf+>46~?(u-a-H^e`l)=8CY$O_%U|m05a2YdPnC!EmjA z3w>Gd;qIdt5+-I#SC&gWL7s{0E%JFhaH-1(Mto|IW`=tudz)iV8$ z$*z<$41A41sausCe6@eQHe=QNDdjIus2mO<)`d(Xp1bfbx@6EJ5>ki2H#qYPhUgta zsrIe+Sr(F8I19A4qi(E>Adn0z(p@>E{ams3;n(x-=5u}5yn##Op39>KqpG|G<1<|} zpUGnNI61`lvDXZo_Fcc68GC)~jqr|XC%c)4TsNMMHZ^E4UXJ9g=YAckqKW+~TN@{i zAqX$GSLm`D6!aaZ1zXpQ&j`*!_%hV0NCC~l`4czXY^MY<%MvtY841Q`fNB4dNeHGi zm3+41UIlsHTscP${L2`H3+Wh6F4Ehs&(F={J4uPbngGQ-$M(4H_kc@YcAe;T-~U*n z9P5(5;kowIC%C((Hvlze|0{WjnNx9Y2wqUVMgSR=ZR*Pp|J7-ry#i&=X&q;~-17o( z++>dg&U4Mn3(7~ImL0Pa;`N3+ z1iL(r+$XL#nR%r5Sav=B3hbw8_U9R;{>ibbdD&=O-Ss^XEKyDC<;;S|K@DBNsrg^Y zJiMngn0;_lD11&=Qc$Ps9zN!ORy%P_vTzU-=GYzfpPucwm=Jm8VQBEZmMrMm{8<+c zS;6ez(IUYhJdKTQv6=b9r(xC1Rb2c%EBJv`#aN+!4{Sltb8gRk+)Ip0_v7@sIWz7q zM*`qjrx6JE;aa}-)GMFS&K2{^*R_8h_CKMsN~o_!#nWlX{_@_ zJP8d94VSO(=$Pm@uU@g}0$gdR6ms%;;q7z>^=JDT$KuW#mPmbTH3P3r9({@Xi<$Na zyGb*rpX%K@^_LPmGh%w;_DX)+-T`QVg=k3N+h#-TrnGBPq;NgJ*l^fL_m zd_MtaYCc6vOuU7C8dRW^i^ah&e7i2hbVzo0NT$Pl0~qbvJ>QEvAe1K~ciXauXvi1? z?t%2d5B*Pz%M`ecn_l=xP@De9BlnTgFVqf{MSeosOkVyK1bznT0MdSU)$dN!S(NH@rlH2EK>C9%n%b#rAq6FVhQ zE>lvs-Y?Z{w!NaPHcy=aON?Qprsbs4|$y9$ku^lKfywr2g{zY9&5C6`}SFp5zwV z_ALYgabx&mRpwN3@^Jkbe%2zS;T9}mUatC%aBk~+`OAx6ibZG7K`=@=5*ce;+CYI1 z8}Ukt=SMZc9kGTShq;gzR?d&{RlW5MfF<8dgWu(G#k=7DaJl4z@Fc6VrvjD>+3+f93A#z?bah)_S65R4~PFg|$%e zI`#b--TDbiIjbZO{Q^yR4)6zx)^x`{wwjW{*y7eHDK%c@~^1-$yQ7f@$@6@ zQx=_1FG>gX44Y1_7%eNx-Xr&17;E;^6O-K>a%HKkAFqtZUHlS%+qlr+L=T}|Y-mrs zx`OmX%-6i5SED2Y6uzXi0xU;<8KO=N?I_1aH=)4tZX=VOqSYY0IN{XtYT>|2EGMTE zEc@R`d-2~6t$5YKHGAlm7t_gl6YPu;jNtF4zdeWg;$$I!CuS~;%Kq{DLF~oWciw*} zs0aoAiv5v5x^7rHmU!LqhO>o zP_ByU9`6E3+xbskII7~J`HPraD!uP({~Md!Vy1BrEROBgu*#Swj20tYB#pKEjGrdq z9f04@j!fY;ntb=iG?9o8BkcXAAWXWWTheqb@pt zvykQ9n`*JQ`k?0oY^^OCK?A>>r}tc_6fI_y>3G*o_Vw+yE_xyK?m}y&M$Vf<*2?!r zRn$rMJ@AKmla;7oq82b;Ma$~D`z8Z(4{_S(ZhzMUK7!f=_IM<<9Tr7Ojb}V#Z_(LK zXfFP}MbqI(V0V-s+y82DC^qpx%e7wq86ptQEdx@vs&Y5(Zz|LANy2xwvTL9)qPAzj zsPevR-+K?LfY;7B9>-J3_a~K!Z+rg*Q`z4ySJ=Mxabidv@9=TfPti{Oem*nj<8+m+ z3b--BL~nlI=G=Y!0(}viE7P>sRZyGRMF4`NbKQ1d;WejMTepMGa*UdZzflQ*bamF8DsuY0r@S=gyztvC*pH|pI zy)_xD%yoTgJwo1&>hCy!P4ozsn!$z|0_Y%#zN(S{0(w(7sj%m6Q|D_AI$m<<-6Dix zzihQiA~P5eq;mvBh(_0HUH|YFLseTb9yFgyf322w8=mm^2|Un#JaN39LwAPWQ=pzN zW<%VzrgVo8nVEKn5WbOmHaaI{3M7QxqkB=Fu1+@gpfm%4p zbKeI(=Vh6&AOvqGJFWO}${($UkSRW-smlxvCMFc#cK=abr1$CFOqssN>5O4ZfXl-VGkLAlLe&d9ddin8S^;EE#I$<+pXalq{a0)EDqW6T#Oi0 zSo25vpiY>JVW);C)3_aoTlvJ&Ji)uIXXuN9DdG|qLhjvUvKtLvk5-v?;g^8p0{X(m zP=fZiTwmt2xghnZC@kk_y-(>pikhzhcq2By$6`7AWW0wOxE9zp6Y$7BI4B<^E;p=> zVZi_QX?}-j+Gh!J}34;aTL4&bc}kNVKjo)@=OssQ^kv!Vy<6VIcF=3D4~_R zBn#BQ?k&`}9Y+dR`~Eat^1Sm{oV8s%gpkd9icgP9T#oJGD3q0?f8oPde8>YT;SHtL z-oFp<#{%Jkx6xC;$08jz<5GUh+0`1SvIy^4N4t%@b zn0lWE_KCFLD!TdF|3>9&_oT50d~XSsBPJ{=)1c;kSk&8pFc|~8~^(e`L%w1 z7m3`zJ{i-h=R4u|JXqQmE*3X%8dr#VG_i#n_@oy?B1r2}tB_*s%xoV)J3a+OF(^0k zV&+MqL`Pf@0S|rm@q-dPjI7X&sMJ2h`D@USuBOh@xbt`t4rxC|T1YuND|`vvt}vXZHPRd`R|xc~fdj{USTl(>oZjbC)}(gk8H^2GteHhyKcV-5$+6hmJskLDyYu1;f!mB%cyM)d z_FD^TLUvmML4CrhbCn=G{e)Cu2LqrdtI2~>{Ve1m1kFRClQxdXD*D-`Gfp{@5?WlK z8`9TeC7+of72nwnEZ5EYJWI{DweZJ>9$f7FPDU2zaavW)A(w+|o-iu*Zs>%YvGZc> z+2S|%43Y)UJ@#XXvv|>y&PbeX6`&Hc`2vq=wZ(XEmDZP5qx=p(_=7h^;pyJ{_V zLOpr&FdnhFlvJ9^Z>*ou>D#|tYl>Y6yuGQc6;jOo2I3ir6Pl?02GVyLfBgN=k0_^~ z(KPf7=kJ3e2q#VM=Rw<4Q=FSkU&PB(TiOyc)7_{O3YEMH!50C6np+RrqQ3e9D|+;A zMH-uA53N7x+L(o4t4zxp7W+<@=ooO*N+_TE?QR!~E8>8riZld4n-04v9m#XIY5^A} z=o`vd1+$#nv`)B%7FZZz!Ptyu|Mz)a)8}rM3BLjE-yFm`(a%W;X>A?lW*$#YC_JL2 z{A8#--W2v+G<1fczBeSf`2M*{OQ75u!9C*Z%+u4;2?u3Skq56He{FAaihlTd{U*~aNX zyTyO|a8KpRb?A}EA*PX^)mp%E)sQTI65|3QIiMJ5RbFVly<3{1Z;(9Muqdr&Y(^BH zp;vvyj-s^|<1K#D06QO8rK9W~e)ww?kCsYayVHy*)G;C1ZQLs;_U*PYA@TNqq$Zhb zh`*|YgnYJ3vS{ynYCHrJNz_`~!d%0-zG2*Oo>~HsvSJC=OfWDH%(X9V2?Fm^vTI5_ z9gm9%#&3C(m&$}q#=o7Z5)=-+Oju&9CDpdXaOr(jMyT?Tnv{k=0r)Wx2tFCw#0D4s z%;R4lFezWp=MpCmT{Y&DQSs5#$Ys}mz+vdpSZ`!gq6)Do^$DiB5})d|ov})7IW;x4(Y_M7Q0M38%EgQ& zjuA1B?HETaR6cK~t|5mEMAFX4t_Mm)ntl)s?eK1a4upi@HJMwz%W$10z-ws=Qd$@Yt z3UJWLepQ|0-!*{7q4$Mzi-Cfd>o`3-tJtU>3wS3^296$MJ-mngk)CCopOC@!u(%e7 zXico0*is7d*GeF=dE;K-!H3(F4(s`-evBo1^GQb$TdMx(N_E$qN7xf8-to{zm-9`M zX{{K1`r|b$!qX2u_Q4BPkt8iOPwnjbKAr?Y*R^o2&iR@qgJbspI(SJxiK~1S%*W2} ze|@*<%S6{M?Wdv zgwtuVSgBa4cfDxO$25eKx4|{Z<^^v_{v(iDdbWyJxVren@E0h7cOm-opk;aYjRjF_ zF)>l}$^~$a)UO%dd=SW59%_FRtnw0@JlOEP-om(%fr(&smX%oFT{_08r)F8t5_@be zA->NK1*q2SNMg;m44^Z2;DT|e}ErFPcwnaJa3`m?EmZyIXAc)_F$bA8Yh^p7)5Ov zAeo2~*~+`ha48O;9G>QTiA($2LofPWZ9kPNT5YR!^T-;~N z`pVf!`&-=D%Qwa_LswU}-PwxOQkgE@NCSyj(cZe1RHIAmsA*`#3HDrIA><*np>DEF1<^_1fY7W z{Pxwq0bZfdZ}loI$A4iT@Tsd(L(isy&yB}6hU;SH^AU)msr?GJvZ2UNhDav8N5v=P z3}>U_fEH~n@I6raoxGilj11-mSt+EV;lPF08ape$&V?qhRaw6OP*NfRw!SQvFw1P! z$zk(tN`pG-CJMxDySaHFL?W-bLbPHGA^cMOpgwI``pMfbPnjm$lkfLVkT)BdZ}PEdq`FK z9J+3UpwRM_Ub}pnktHgvmnwEhbIwxXsMATsWV?j0sKQHrkZ} zhL5%h+t-I!g?Gf77bhY<`tB`>PJ3nE8FMS%YHip_K?DUYH_eFh5A=XQ!;&20m(3$R zUfhpj#dKeI{{oD*DN~HD9_yaE7U|F8%A`rH*rAn zkUoQ28nt!#r%N|r?q-RK0~Z^&biXRs$8beyoLfnScWRJ8_`&6)_sb*4q3kBH=S`s~ z6p-{hZ+5h6>Vo9$kRvwdI{WoLusQDNjF8b+3hx$?MUyLpN6;$%#)L$XIgR1A)gCm+p zt>@n?XJ4JCT_d_xw8{Mq<~^#HkFAc5#{Pq5;CT~{AD7+A6YNEpo07UaDA{CrA-$pW zdlbioC(@hjU%jRpI_UFzU0i>#{w8qTbH57O#v&V6(4kpoo)@s= z8&U;Ktd9)LxQQ>y)iIw_<^GarZ)&y-e>7%x_$C7ZyX?ww0hyN?f6OOh&MrMMlV9+RGw2yYNR zO=_%6-((Yg8;$?l&UBkaV21`2o|O|-_Fo1VSikG<8K8a=Z+b0s{n~tZ$l+Tv`CET{ ze!dm&Zxvya=^UxjT#G*nkC^CE^L956%Vp$h=|)U0aYI_x_Cw%X8qbYu#v57YBe3pPNTfBln}J{&XR|k2Pga zSuFMR^H?xgq+OUByFb6Jt*r*!7%=xfWR#vLWa#T-506zQ=63>@t?l%@j#-w8IgF3G z<3~oGp0j_Z54XdHeW`M2Rz=&QNYLw2aN6#u$t3V>M}aYQnaa*1af95O(vR3zfw0GM zoPQ8;u$;Dq1x%y6aIgA1D|Gm`Y%AKJz4Cr-Au?KIoBrbaS^q(urqpgSR8imgjeyfD zHePr>g%XmZ;qUIA^8!3g#y{6cNilbih;T^vT+-BBtIrty7bqL<(nnkTLIkX`yFbe? z-p)lRbnID$u;SN9U;WrPFsk@+`|d}jblp+sq_c8~8r<1C8(hHiT4kP1?WQ}84$-mi zU6FUA;{_l?k&m^G-~gI76gt zmAya1mj}3yeiV{kcH)up?>0r?K0mR;uBjFXYF>ApnH>i7L(P1 z0Rcgk>opphYjcDD=F@bZb}ptXzKt2as^RCIF?KvMf4S26`vh48+cgoec7?dFWFqRK zcO7M57`x%W7-s&@Gi;!J6i}*z(#<3KwEtwS>LE#^Lqm^;Z$=$w;o~(vkr~IY=54>z zidIvXQxaoT_qXxgNrmP_nMEuoxs4{2>XUy7tnYYal&w$r{9Q=PhPqs~ALJ@7tx)aw`8Le;jKr1ac_*D# z1wr`jAU#X3DEmp~VLF*0D{T)H9c)@9GX}(uT_Uv~ox6-9%nTwF7JSo_friDh)jyM27F))}X>jV@`UaZTXhxUEIRB%a>X_jccDvNOZ?9uAfeGL9$$002 z|7Ny*vhTi*%@IYd9D@t&;P%9)id`3NMy%RUyA&c8B5#R-^p+N^f`7_tK|N~P3{QZ8 zq_~U(y{{ipz<7UwE25NFPiyPPC2sY2gOd{$!~D6uOJeNw5n$g)rJ<*zUNp+Cs@FuF ztB}Px)vNiVt-O%WOHL7Q$X9XuZ4nbLxbP^xGz00)2Z^wGt1{G|Onz&Bu2vjh2J)>U z=v^{e`AXJSaPz;t*u9mEk=*2iiSq?04d(7MKmfSCyop&GsiTPeW$duPbct58n1=Ru^_K%zh=tVzTt1t5Wd#KA}59t zm$4q7{qfwy7PkGI5Onh^!D)qi#bd3s+jrUE+KMJxBbuZOAZcZ!a%XrxTcK)Iw={j8wit zv8sUUQ_5xmz&ivOsd>$%H@EC|=?KnT?Lsk=WIfAaceT67@!gvCXl|V>bP3YSCC@(t zv1&(1G~fdEqgP(`y86knu;6jHGPaZkXTi#-A?xz@J7r|wwVx_Jp-j{+MCt|U=iq#X zBzMA*FO-^!LlxYdv={jzcIzo`1YjdZew$=8sg&*}4=`ViR`(d7!n+I^m9T?%wQGmZ zB`46F3dUv-Eh@!Wvn8O6b6pqTD})fzXMLxAjFazif1#0O^pLDdSwE4}ROR^a7*NpM zhPpsH276K%j=!|tYB$g^g6uz>LGO(R`b*D3q%EdG1;sME?`WrIB&F_eouSx5&(?8t zI;UtqEzR{!WZcDKn?>>PO7txE5_M%R1+l5E#G*jmWzqjF!5dihJE4)n3D zY`&HHOt7wM0$Ng8Ma6%tgq%c)4dIT}4{XicakKy?h$1KAISZbm58URLG!R*neSCqfZ>a!AHOec_U4`+W4?J8i{$9tr``W&cJtDAA?I_ByJS|-uz?qosOtcz)M`?1GLJQD=KHe}q*73KPH_*itKZ0mEn*dIfRI187uf)#s8m_nwN^7@7*o zoNr`6`f+&zzBe$y_G&B*n>sBCAg025gQ3Qxyc+jtTmkP5;=jL$yLj}vTJT6IW0gWULYT074G0(Amlop{Jr zL@{YzrkM3FRFTj}!#pPsmbtpp)yUckRp5bU1^aLTV?5dAMH7#q;n3)Bun=r9f zzdcAZlmGG!yIbWm-X43>3vdm>B7>@%-6t7*PTld&?sQqrEBdq4k5^beU0;vkStDNU zvXySx{VoWAjWQ`IvkMcM+aIw8?fX)HBBNRFO+EByfw}KPXb(q*c_H}y8rZrOvW?($ z3t>R8A%?oOy(uc1%autpMvI4>Zmt8E#vu?AgeD7b7M%FRPpS z>F0K`V2+;wg4GMi7A-&Dq?R{Dw{uREAnJgU86+i+QT{&WxQuw*ezjrcTr8A8`4N+H zPkR3|hV8tTD>D2+3pWwbVc&k@xj+ttMGtC!B2zB_d>#0&aB<+Y4LD7z{7Tpr9E9!v z(U_0|at=+(!<&IJ>7M}viReK)Qqnnr=VQKQd*^0jYV{}lQI`>H)(U;PkQ~EW=v&46 zmPFTnV{o$Y!3(s?%VS`GNPEqAJ-M953;)c>q-1j#B(ZBwMiC@+cESUr0{mfQZP>N@ zupy7@37#!Jwm&W_Yq+$#NR0W2hED{v)+%A<|JM&omtjhCQY80dxoxu*r;i33o)v`U zJFg6t_a9iJ7$Hm(;LAYPRUc$jXUVtHPlK#QVg=wH9v(?p7(^`L1s4F+$fyVH{s$!U z^FG3Vs5$meW)`F9rI8(Jv(c7f=q8=@jM7;;&YUFj;~WdAFZ; zGTH&fO|c#lbvw9yBzXL}$_2msq$#ULV7C#(EHF+3}O4Qmz)-?+}HuU!XuUics)H|V%e-_;*?7ONi1K1bq)77kI(nBr;*U+g*5xxRUF?fKj{BBC^rL!)$$tn=jVDFbRcKAIAthSZ1((cj{Y~VuI0$i`@7X&FTa2koIie?Y{W~csH1Kdz>{4>wkzb#cjVJK< z2d1^&%`e^y@O`l^!Bed@oH`IRPsVncF@aQMOBObMk8IvAen(L6+u z+)ELU?dSG{?Hb3qkILaaK`lE&KAcnYNAw-1D(n2ojY>qXJYWpnc@tY;IfiT|TWfFT zh3?tAENtC}ftW#go!={5RkbGG5kn0v4dTxWE_I2x6&z4?6+*J~kLb&2zsu0voi*@9 zDI)Uu}$O1Mx%2Xl0W~A znai}lvy|Do4y;-x)&QKXz6UYnA2BHN%{ooJ1YuiW)%Cj8{7K7Pj8f9Y>sC z10IE$vZFnjGFOR!#YYZYWN^2J#_zf)fBq+0>1hbq?=p?pSC_Dxy<>pYKVAhW;g#xq z2%aSDmkH0l5hB&GzU!X(lxxMZ<`~|8db0niX2Ivdy_S8CN$QG5#rb<4t$S0H*Va7>AnOLlxJ2Y#KT}VSysLo!%Uk@NbFQAvRApwFuP}~FSO6N2M*zAVnVM6j zZ@*wM-atfCMNoF?sEj~3e51!KNbvf(2@9%%W6K!m9fmx8&r1{5TO-VE@7bJl)ES^l zizYVsEx^3Gwk$}KdtRYF)Tf4sI`_N*RgqJW*2Lao zqeWvCb)7GSf!Q)@2M5mb`rR!QJDZ!ge99BRb?PlK`Bb@Tbv$+7W{uhBBb zFOQv^I7^5C3VzF2HtlNKE<+UrksGSEu^TIQSf3oW>66epJLN;JRt;U<^>3(J<69lY zsWx$H&OJ8V?H2zvQzz89PB=^(&i(W?M0DT*Q3&ev1Ndj_FQ~P>h&ogR8F@ofhd)*LXS-LWVXrOeEgZt1@-luDjd2SabQClyzZwhKZyO3D><6P4D}Zq zRWx)ZulP(xCaBq&69!(z@7%DxV_;_f*CQo4bmyrceBue~|G+yj0(T!~>2un6SvjkE z#w>>tN@TCTR|i3U!^MNAl1sNWN)9$%?mG1yEhA<3wsteuX#M=c|{CMfa z*AA|RyJH7CwIe*P?ChdK1JqxcQ5&Q@Qc=TK0Ege^y5Wwz{Wjw>-VY5n{NWTmA^ALn zQ$xbD@g1W``MTvl>JZ2%sZ(X^5gh>`>fV_i%|QUcny}{i?z?DsL@BLgd4l-`$DN1q z!zq1@OQTb6X}Z)jsTqhTI-nFBa*HptzBTuI#4xD>gX#O6LMgR9dsS4!rMheRB52pJ z12K;?M3mH7&jFaznSzSe)~Qd@mw#PA57m%6H7iM3%W>_VIG-rKl{`e(8K610+YqQm z0X#;ciQDXYMO2we2d^ zuA%8IbBx^ zaJiM@ys#JE4M#bYD;(P-pmYLP`p`~jLf)}6=%;0)XaZ_)J2INmhR&#@!|#gjwaWFG zw8a>dH!(-W{oB#pBlww55zEj<)MV93+T6TN8FBxdNMpE3tvv_G`V4R-+A(3)%sqmL zCYa%`(XPEU(@gYXmW0~ShN)@xF_5WA-omB{_Q{~Umh_Tywg|yH$!F?l_q^oLL?b=m z^TPau-N-3d;=`8qD56j6VB{y2` zQf|#ncI+jFpKWdMY;vEP0S3&kM0%-B!PDyN>+d@_NEZAJp-Cu-NTC37$0|Pn> zloT1q2ah`j#vNchwsjWYP>-&HRd}PnhaoP8FAo$8i&)j@i?Qz3519;-(TkSyL!>0O z+2*A16yV6(IaU;8$7bf&(B4FZ^^^+*fh9k!^^cQSCQJsds<>vMiuSZ83&CfbmRBL> zQ&(-2X4F?JTLnh}2}vZFVOSrUxB77@n6+ZoOo3YWn*XFFOB=-!xiII%OwnDY%T5Jq zgtp7E(*C*CXv@g93Ke4Fwfd_&2p7|wm0fh+fWzBkoB$=CaEue!WJ1ch6=&G5#=GY? z@MnOH=>^}-`6G*21h^a-h!DCL8EJr3#cc(_1p{s@Nt*eivLB57G5qS!L6)DI{Zi@#_2Pe0QoHB0lK%C~9*#s1UWrgIe7E%p2Ty_Ub0eztw| zjP9M3<(63^rnv%XQNMG-7zi%kY0|%7eJRnR?%X3X`sj&Dbex@eK^t{F-e{Pul5}cS ziYR>Pi89{DpZS=$NJ?cA&YnZx}T&qL% zZe<+-2%*E%u4Si|1uSHe#L+)aZLzw*9EMK-$x$@-x68EOqmk(i9*VLAKtmeSUM%;G z?Sa2|k^!dx2Vgs92cB2w*E^TC<-x!_zaYLcd~6*&C^&n=71O zOa)pjbJ`0mFrA~%ev_}mZ_BT?P-bkgyifO6`<${zuaf^DfWeXtzgfA@=aN6_QrUsh z0`T2A8;Lu&51%_Fo-N)USzWD!OirlYbBXQYc2NSTdZMHLo?;nN2j=JJhjuFSlhIT3 zUm0?J>ty{#k7UAf=I{$pja@LmhtTIa6o?qPo+m-)d-pO$cl8T=UELvfN$i+#1#M10 zM7I={c(ZU+GDME9w5mdMNs6eROPAOQ-2$2L^A3>dnm^87kTHIsrym0-(tRh?(D!Oc zi&UJ;mwvww23$>?LK&2%T(rI`d$N58N3S90By3?%^Y&6}o>v1kwyVglYnulS1oQvk z$PR1v;hMjh78lD-m#ob`jxV|_3}D9=5q$`Dc2161<|~c~`qBEckub6J?Dn?&XNp&_ zDQr@Q^~jIywXr~)i$`56jkdNHN>*q)g=p0#vxgBHr+fqTP89YP$mqbKDlfJB zp5n&D5)3$L$(6NJ3O+w+StyfxYvP1jz@r(NS=5nSYqhCZZ^HP#+0NG8aX$1{^P5a%=ZoND9#R@QXo zjlWTG0RCvJ)AIX`9CF5sL-fR8Bs45SVd1{_D!rP$S|-sdJ??f2J@zqj^@Ar&%s&?I0(oX?#Lj7f!QW()gEYhc7{%x=|v2 zHSGQ?9cqQHYk}f%)M#U1hp((PiF-#a^g5ZwcIPvmB8>2b*A6O}dBMKUwhDVa;eqc1 zRPw)Wi+rzoW>$Vsq@JOX4oS~)9?1S%^qTP^x-<`p7-!YRby(2?4eS-w$k)9ky}ZxA;7X_?{h z-raR}c7|j2YE2K5zOTbK-^TEKZE|;53l|3BR2{D?zt-OqlMVGXrktW$JL;=f3f}cS z`Er^dnft>+O`n8{SCpC^-kaOOZi6{GGgjZm#@axB80+TfID@UrQtWO<)RRoGuFc>R z%C5e+zBg%AwRfRBTj~3LAv~Jz^3mW-FkIr#bK1-PT83tH`VG^pp}H+y|2D? z@#>`dp3w00^r)ZA54i$Xk{SXkRXoIUND7*0JVs1yi|LJEz#f$R+vq5)}$VmBKdOoPDIV{DPBy{}$y-JW%9KVSvhI zb8I6Q%(7hj;p*=G7p=-!Tw2(!4$z*EOiNt5PmRt^DPPw7MkyFTn4J$O5xCJLel^jO zv#{2kLjJhd+N`u*q}YL%jd*mhl8o%&lofrschH}fGQK2mrwB+0`J>_zKisjig#G@+HhAw|oNTR-!_2deiahK{Rv%B)M?G^A(5F>> z_~2lS5;a0#?o5i$;FnpNJ?_Z>)F0VvDa`? zuv~c=&EGR@oZYFU{lEwWp6rSM2u8&g$OR`v3RbGAPkadJew-$GSi1|(uq)%8y>>d! z;Y^1pb+F-g9+zsFfuRH~Sz|ozaF|?4#$T$uH^3sy`(TW^(nO1jAAuENw%IjW0`Si~ zgg!-#3>l;F&ISHxwlnr;g!RU@j|+65&KkaDF(T3vdkH z{06c>Cw(I^k4(e`%L(cY9TlAwXmu=iJE#cSO?q?jK zti1A&VkYy&Bn6`~x^0t8D|#J;&0+)bKEuc0_Q+qq^kN<~8Sr2omTVSU4Kfsd#p^b* zNwzO#z=v6PYl-bTG@W*El%u7h2zY>W3wJV)5D`Id-VhhkG(^SebXYV3)%T}BHQf+B z|6|Z6M8Ba}s`t4yOe#d&*WrvaDJgJlz0?om`{u*?fS}isk7$C#h)SD?c{R6oJLR>` zH~?d~L=cfTtb_IY&PDXvM{_mqT>sQTwhei-rGWFUr?D=!!i``P2jB9j-nyC>QpG6a zY&nZBc+Ym|^$&SsztQ^UsyI&|URS3G^=MzS`mUY#X0D)O{A1F8pglJiV{f zb8a&|v&7`dAo9*VU!_rZHVtD~o-4itub=(F{nUF`y)s}T3jk+E=J$4h!A$Y6j8LlM ze9%K=o7pUnD^a9N#r`bR)wTEGGCQ{t(B^YH8#zifOxxPTzkqcN{tZ9#n%(1~ZkT=A z(ZpiddxJcu*<+TCZW`U2e=aTBHNmY+m>>v{3B_G2`A{ZM z_3-@_3uMSm{gm=IB^xi;L=PqM|FVFDh#jH=o~!Xt3k{Lh-AbZ4pBjT$hy?ST|qdl&QGny@*S^(s zs&CamW{;oQz;zYxYG+#DoNhrwEOkXiMNKX6vullPrpLPfiGtBEsh$4SRMt?^>!-3Y z85LtwhhD2nPeY94mrk<^dn1;(YDe=m9uzcl2{>mC?KVXDH2iG=Oz5~U?^D-2@{%Rr zEBk*zf1i2~0&fE;h7yQ)_Rgeb`+9?y6RUwx*G!$r?clg$X0>zu zut=3y*TVtQhz7=q-@Vsn7E!KWcK5;b%)oG_Oi^)HeSw8<(7ZLLDxylIBKB<`2tv2P zOuG6l5i<8SOS+t1dZXOV-MN6rca+0Rj`BtcK@R1`xa}tNjW!eQ#no_)`g4aXS%AWl zh^-jaW`Q`WdWH0?)B7Z=tQ)+G%-BJCI`F8s6D#hduEtR0_37^^ncXJj{TWo3ks7FT zn3@_V^^$>|Y-!x-YH2>`2lUX?z26PgWzn&G#1c{SY18ic>*F#%fhhH3e?KKZ?3d2y zv+Uu;n*V<7X~b%}R4(LY;JV!d<~uDlJsE8vh%i4w#!yCbiHBb%p0C7|4+6O-W-od> zip}BuIP}RU07hT!FyVN841ACkv}I}YQccaffkA<%cLS=U^Wb@yv)jfs`%$aeM}XZb3JZVk6erN^KWH7 zAA5hw-9&svZC%!8FtBDVIKXlQ;X&d0h;=@irU+dh_ar>mcuI;3J>vCrr3dgP6V+y& zWFDPQyghvW&xnKOTG#IsW2nH}os~IcbViQUyNo;t|0DdewHpYc4w$j)?`)O+Rted+ zrjN@n70F(MqV!)|75oCpw5{-^+~7eMZ}qpa2}0H-^26Y8+1OSZb;1u}s@6X|-TXaO zm-9i$=jQ;X$);7k7xjW`niU^X68moVIDR{fSQGtkzDwA>_|v98VB9P>ZNYk86vbb! zwmu~NYPsuu{jTV>a#8konoygv^Xk9$v;xh5CWiswo~{NSs%aeOYq{7#f6%ezIvHx0 z-i2m`tiL3+aNucQ?62mV40gu#ve0N zY!Y+ouCRO0E5Vm z%r}{jY3g585JeaE4-MVeKTbS`ZbI5oGnUq-)N-m2eE>@E8)$nC9donfi@ywj3HNbv zJ~w9L6vvREQ^4!pBO0g(dc2+Z5mi9bPm!(wi%_z*XUsxHt$uvivONfY z{F3J{6p2kJxz?FmPz2#r2G@@trGK0TNI3@H^WPVFaqt`Y!>u$8 z>j!D^qT%Y3p^uUzxiz=~e9*Gs|Lq(n%IOUfFKYVURGZXNL3jbXIEu_p0?y^%-Y(T4F~$>H2?%)Hqb3Jl>mCaie$tz zjCx=@HZ`-InuQmlgK8cE_pOSsNgy^nkpfrsA}t6C3P;)6+Y=I@#Dn_1Z?bX>WzEpM zW9w`~sYtCDjqL+kjflmsaMHT+ohL=t>?6%ktW*E!ESBOgu|*ciy_4j!v??-NiX!Mo z%zqspjNS3Rk#P5iwz>{za>xZOu$t>o&+s(OIZ&m)em(9T46aa$nQTIvMjzt=%P~li z{%=?|$sMdEzi~>rZ8XdbKkslq4>h)P9g?MQUGMgoi^t?=`{8ner?L1D~NU zMk{EGky`sbHAO$GPfWWI=8HL0d2RFb8`dYzL!CcwrMZ~sv*;EWa9DnQXlRCh5xs{X z9{Bg0w=YP;F<%YkDX%pft)k-S&V8@jIo32M3rPUph+AEz7Ut}nfBuJFEdM><5a4nX z7%g}IeR`(>D#?hP{rC?0EArN}SOMjS6|((iAK^^kbC}*!-XydPCx8#K)AwVr1}Eus z%g*CKgN(oR8H{ydfjGyb{UyT`Y2Lp*5Ktae$u(=&W8aw9dyKZj{cq}b%8g0BXLvcV zwvfLiZzRz@*2d+TZphYEs(pu>jpl=h3;O!8(#{sIyg%vwsp$o@;`3O{k#)VeTX3S1 zNyN|{jX5dJy_(Z*1r}n=(7R*XbMqOP=-xbFdUY)>`?huQ!!=q1^`Og(RN`Nb0BEao zQw_Sle%7t1zS*wv$TS^67GXFuh@p!A?}OaPj!B2Zet9%YxYav}J3yVP-U2qC;%{_8 zeDDT#TFKV?5fQJOo-+FPh_btC)dSfl+m76rJppCzzYb;Br+zc!2lGo^0OsK2!=Pe2 z_3hWk+s|w|L!kzJISGzAAE@VPD&Hfxzv#fibn`68uV26Jr#pPHKGB`?f|GXiufU7c z)8p0W*LaV*XWk!xnFgFelc@_@Nge9A|9rd1GCl4xScbURm+2J@20%6*;}J=D3ri}D zP&*=cG%@Xg==3dCd;vH~bo)j)OI#p1&!z8V%4BsZsZm>Sw79oog|mD?dT&{K=frC0 z4zdemz*0z@fi_Xi=*P%o z<8>z@ZW>zW>Fcv@KIjPbscg`3F0sStcU1BxTIRJqsTcrS+Q3Z?A?sV1-zmrk%lz%GP~*^`eJV5U$X^m| zbg<2zi|x|Xvbeh&7j6=9(e_Nyf1XjB2PjJZzHWRp@yRmb_aP0JqU9IIMQZ*?=T8k_UGpf6W!+t?z- z?EK@N;U2-<@LvFBb)jEqJ;hn8=C29 zkUuZeQGvmE^{i7BWYd`xaGn4dR~nU3bNHWW{Way;Xfkk2!!;R9NygM808vhPf)k;7 zCR%|z6~53c!j0LmZ~@e%{jHR1ogA)#rS^ckq6Tyh;K1@k2}oI*lohVGXF4#&+hLac)cOJae&pd=8P2YS#9VyuBH4DioHll z2B3lz?f4Z=J#GL(BN`ZTX%6UwEjryV_dMv^8NNW@_~tH~&e=z6`!~n{9f9oc%;4i1 z3IC3YNh6+?CILsDc0lx*AhONwtDONHjuVQMHvOKcHDD$4ebF{g><{i9R3Pk;u88u+ z6GQmmV;s!u=D7<${qHCCVn;ss1wBcHYek;II7M=YRU^pfh~F-8s>+xGj^Zf9nJob-6zV*UsU1z6e558wq~<0yN&vC87rrPYo-# zed&7t^<|NPjSJDZbG1;VA*!+il$|9wGHmC%uP=P{l;;?BJU}f%6RftQOOLpZF+@9$ z`v5BUyLj^fV5c+DG8#k)APaohC8GKVFoA~z+DoEV=TIo|^a%CCNw2TioS@yfR!sG3 zjaDqoXJbLSy;wT&<85ONuss9y&yK3^_h5nW18sfj>Op__Wz&T*tq=caqr-Q2I+soV zQg2jAv_YX_dC!7h+PhvGC68`w2U;u7oRf@PVjU_E)GOw;#_3zQ5*jP9zA~gCIFLgbXv$DPylJ#gQO}93$ zV*Qnjk-A)Tzt5j90r=}m_l`0D;Q3GY!8kGEvFx$o7$1poiPzhlN-re>0qRTP(&;;I zso}TMg>GObGqry-yox!-gT4Ji=H&k6y6|vwgVpOQ<3e|Sc|^!brkcBC-jKQ>#xNgE zyJCHuB+Dg+D2LJTiz|9@639p64L}sKwke(YBv_?Io zS@on$=b+Lb?~cs;9`qf_w8R_MS&;-%`e_>&by- z(-)dsLpo?D3(;VN382TCElX3fu^9^>*Ei7K$FfuWNku!k~#DO7-I+i`;ae{ z&#%E+0@-3&lz$3hS#fWjct*2t+yN^S)wLI4OD;L@0(3rBEuE-P+z)`B-$)3LuqQ90 z4P&%&EoJh`dr##T)j|bs;6yPGW}u2KkBr04C+=?-hlbOd8ygz~#}~v=L5lp4f|p zPvpMm528Y%UvPYhJD)3~^8dqbjL}&C--)rEkc>)eKQ>XK7Y(yMQGOX$?Kpb8X3y%v zMIFoB<={aUhKwR@3mrC-Hl-0LpGMb^nEWKvIWWG$F&oTqv^m%Qn zPTv1jMit(CmIX77T#ydXx_j^CS|0W6SR{`^og=dcr(Veawabm4#19oCwC7WEeB8>Y zD#d80a;Jan@PbPDC&jS_yhVUJu6|_gMs!~)hzQ@Y1(IVC=nmfZ^6Dri1r6UHI1Bo; zoyg&c(&zOY8;9SoYwg2!g>njHYzj>r0oCF?U`$d!Sp~snhlv&pfnT_Y)rxKBY$^{i zELo7|y`jGRlEO9n@^gCu`!?k>eRgK?pbjqH#5mfTG8JC5bgB6Q&ul;h{RN(+e(1}JUeA= z|K*Y6ZotfD7ITP)fks`><{WXFnNz@Or<)`DS8r@`zd7x+ZpwPSmi~YrI;Akj;%%lZ zR7NV`Nuud{^--L;xOE!w3Qcg86|TaqT6V3YdYF)$fl6&vm_7}C0OUP|Gtu7f>wFHP z*KDs}(zw&;jzYdL05|=t#rQC;7%$WyQ-v;V6_6jv% z^Q%V(+hvJ{sOiv(4d*C#pxdCm%nJFTPTyR&f7q zN6UlReP#PoXYO^pv`Yn9227P;T(x1twx_W?L%NW$`{%UX9yvT@^|Ctpnt2+6(^nqJ z0!WQp4+?V0vIoQGHaCC5`^Lw{vQ|ppQPqnTx|l$n0GK)NH8XDJ`M*{8jW$*}*^i7W z^CgPh##t`I^<`tmP$gEt04T!G%3GjLF`O*EO?n?W>1CmP7ExgRQS6;rdK^52vrGl# zkfLYEl3-!2?tfA1*G!tg%BwOSRIlO3v`&Cg4GnsE6}w*95GvSa<|?y~T(e~xW;@TQ zuXn<*F_9E50a1=(;5Zy*#X{9#P@ zGir-#o%G{YQqL({Zt;xA^jMXFqhWTy)kk$*lm1|8Sl0J)UIXY^etH3Qf`Q5L zUCb?m+|)0g&ka<4S80==zPSErGyv*iLtfvZ zQ2>etK6L!V5ipjhoF3_ul){5{I_-4v;?zOz9vRFXt0f7tmUVK!2v+s{p$kY}*8mdO z1l^A8<^=pOp8)UO&(9a4%ZsJ2E#FR$n>OTb>?JDA6|r7WVo3jbaGj&I+y0-#Ij)yk zq4c7wdjX}tc627IHh#%Fxnr~Z zK7x4Qz!;wt_ZonF_uegIdOuaO71go_OOG?y(WE?H)!nm~jY%Hd1YIivx=3GQ($@|X zZv%8o>c8wxk4kGB+(w2uMU%P7`p{I0TgkOqL7!m=$d&`6n-2vY`Nr#Va}~~)p3JG+ zxdL$U!9HCQtCf4LlN`%lfUW^(t6%WH?SfVwa@^7m^_$iR#q6f%rYx)MoDkGnaA!^x z21wM?Hufiikz(OSPlLoI#7mg0Yt53wI!qUka+91y_sxc{z=)P2>IX$b{s6{S@U)@) z0-#M;xuo=Kd!Z54%-W;;GXT|=?hTIRE2wBXf9C)=f-gOd{{iO)$2e7(J-mqNx*q`; zN~07K-Oe$ABV$8B;|#?eP)Vk&r~ep4cD=P`t-kaaKeSg2l@BZb1`@Zk@x#zs*^Z9%Y`E4MFH@(K5=&jF$I zy!I0Lj(lWT;`}e3pKg;w6kcRJCFYVG z$R9Cs{X`L$u(iE6^H%FX2+TWbJ9f?LTV5lPDP8+i&s%vP! zNEgl2qEc{=VJjtmz=Z&0zO$Tj_g(j0zvGvjQl^6zVuqOzwCjlkmD1?0i$%l z$n#7>WciS=_4iC85I$y8o$JrIQVnwIbVHsXASQw}ZJ&~utkObdx(4Nj{@U>vkmbPL z8Vh1M#cZDr*Pr1DqhbZi3xrB!0oxjwn6aF`Ung&Hc+j5+qy>ORn5F$T&E!gCF64&z z+LS!hGCp_jhveb-sIP^j4lUz<;Fg6_05oOZcE(rW(b-z5=NF{;fg&74e$UhkG*=3G zdbvh&ow@D{2ePP)C%uycU5UB$DjiF-|M}O|8%S4|)NCe*r<-965y1M-QG~B6O zKXqf$Q_hP0m%U?xP+8*sM^tQCZ+K`xc}s9$K*+go63G;U&4HE=@+1g&zsvDkDFJ6d z-=6$*ds2&?|E*>sDV2BSAxUINFWpMqwCQ3Sh-JXhX-F==wB{& zHxfl(sdiDM+REr8=5@y>Po(AnL6gAVe+Hl{B{reiG!mm6Nq7Et8Xr;u0&@j-ui8vX zcu(p4>jDr+x^=jv;nYfSxW$*u*{Iw;?W?mq+`e-Z27hk3U&qhN=ce>{<$>-(Z*WjhV_ua+HJTzaG-1GEH!h|4?%QO*R{0KyVS(Qx zyTEQN2hgtqvQXwv!tB0FRvWXz6`9u`Hal`$Y^J}JWCLvyC}w&PerpUnH}QVKifc4N zB4hM@YC#m44gC84DI|P?2BJZRPSNm84;VUC&o5u)J_drg?ob zqcZ~?S5g&Bb;-;!3kr^ITF)32?-650uIblS!A*+DO-g8bHn@k+Q!t?t!>sd$ZCJzn zr}TnZcW%Rqi;Z#+K#%Sxu;0Ns5@++~UaX=@*`jhaeuaXa`NBciQd%dm)IIgvHA0Ig ziYyx#d^9(>J6f?hkF?C!K77QR*y}JVrdphY;F@05pS!dBp+I(ivU}41;MbZb05d#W zdvTb$Lr^R_!7TyFgx*?+9NEzikmZ~ z5HbQH!r-TY%PpdN!S&K5Q{e)e4ytch1=tCqlapd;+ZPT(K=qeSwWTI#%%H=Sp7MA} zkG*fS*rD1u;8n=2<{0bIC)2B4q0D%OZRM?|D>p1AwkEbhHRe!Uut&s}0(GU)*iZwo zF@`7yd4L|ss^3_P-Im7Vu3>i5F~W!6x${43yi2xy)|2R9|97Y2KC=2nZR7nd@in$z zRa7#Eg@Bfu_5A65-lSfk91mVFqAk03Dw~!K@I@ZJ?7VL-cN$dDaysqYD#n_ORoI_% z1B6^)>4`k*C#)7xrbV>$Vw*aM{xY?EKYg%KW3wX8fmJBu7r%gB?O(=GXx{s*IX9%Z zJUKebyIgVzv^8(Kiy593+g92NbpHP4wQ_C3x=3@|P&Lp2nSbi(Tnnd-saFm?)t7Av7;f1dCeLj!*R>;~-L>=)9^?v~1g_iZ(@sr#-Gj zld*6_k=C=*#tJQHaJoEt6@Ka9V?)2QbjH7!!fQH>K|Xw?$ud%Ansoy~IeMFYcRKn0 zfhFiHv!B?CXeCPAVV$%SrdfBAsct!73^`eQ$h<9#JT24=7l5-0tKP!ho?{5LP^;KH z3?Xb~gsy6AE{%LpX|h#Y8I+fLaGE?gCI!%1`#9 z|Gz9yu^~G8)b9eyJ}w9<9e(FI5w>A6|4XMFGojw3E&D={2UGE`m&s zq*I56-Lf*-ay-M9PY7qBx-o#KY1XS-h2RU-#UQ79m&0QtfCYdQU86O`9>8XVJtIGf z^)$as{UVzzc{|XF68DOA1vTK;>$kkB6;z%v=xG*^~2)b3G7%29`?| z?~C`J@o7L^WBfN6DCpQ;lDGS5X{NL6;aD#J#gFd1)H>PIPsj;V%`K z>)y&Z-%=jlbF9pB>%ElmkrdyxwM&nJnDOOfF~drs6ONPht3x&Kec_{HKXXxTU&#%=Peu0){t?}F% z?Rf4{jb(>emSyL+j)BO4m<|Np*85iKATjlthwgu;aB$Z*PX<`2UxK4Sv#!7s+(|F9 z%x&5MPYKK1bEv1MnAN8CgE)OYZ7Dp>h>pz7FUwD^c(Xy74T{M;&>!+o$|;FHaFK(w zV4%HuH)s%uC2Lk7CC;wXANrUVDAi+yJJ0ql}mkzz0R@m z=3UiFo+J}HK^IN=8KeVLP7Sg*LT&=IX=J4jc8}Azq05?DZhCOme!i8OrQzaTxPa@E zN>eeH+Un)X3|m)x--7dey}V}5%7-b+iy*{&cvdHsa9JnYc&Y4%0E@h1=JRdu*l(te z4Qy(zq4*aYOeUXn28BaUtf?pk9uZe>PDih0zfBMN3bbs`3cuB6IeGIXtnVr+eB*qG zbW`Y+brL^e>ntTF&_IzIA~ELSPCwt_Q$_nPsWvWwqFxOtjmvE8)&Mgez$KoiXAaj~ zI`(46f$qVAOKDsUqXEp3LD@$ED~}#NE5G#s#9Ss~wRn6gy9-5l59$&Kl#h%dXB z(>4T_auRCMS+oh)7;*GnJ^rF!+%w7ZA4rW{9%{j1vcmu@0Rc*+rB`29uoa3r53Z~g z;i^%_-?3eeWCpzJeZ%FlEEzm{S#LSSrnLf)l0c32-C-OR9qIP>EG1mKA5C$;S}gq2 zcg64v(wk}3OObT!$@BjCL#Z5=YqN4ka|ZeP)`-c4?cy?zl2E1NioR$lQ7u`W>x8G@ zVSP8MrS_ibdBD7uEL3j)$se@b*UxMa;21St=@m;>5-eC%B)IJmi_agP>}TAXjxjY$ z(#9#Qzh~5!i%*;i^-a*J9y?Yg+qdQ`aLazEZea_FRwsPk+v+4`sMj+WogUm!M* zhFZ0CaLB^qwq8C)l(~6XfU;Y4Svk%dv&@DHV2NbQ-z@uqat~c)2w=T9ege5&hI(y2 zsE;!{jCBw}I7m>OBNSVImQtVhPcMxq-Wlp)XR(}DSe)zJIoz2{i?x_Z89xY~zlQZo zL#=uDf=H*?v+0MxjyK+LmCm!HBO@P}Mw^l(65~cehwX=+oD<=)c$jMvNGfaigNDx@ zuC(tCmswdZj|?e|Ziz4~H*88*(_c!gGUcsW-Dc7Yh=0wv{}S28sGUa30owPF{BDni zZLa>#Su7QWxWXw|8zC|e;kd=nzI^Xv9<9Ip^^&X|m=oRdH`pzV1utPiyC#J0I135LlQ5|Y3LaUY`n!?GrHb->ZUAv|FYRaC5=H2!M+wwMQPUVb* zUT?P-6l%5oJv=Pd^TEP%3WMvCo6uD`!HI0j(6ogtJ9|~I=jP5Hp**?0y(4`9uQ%Hi!<2Pvx z`1;`eNNcLkh&UicG~?q`|K*Z=C(a$wj^P(H+A4DwTonw+5^)X9(IB+QXn=-foo5{o z9ImVh;*8w$2DQVjFhWeo`S{koA7eJkiLr+5tWk*_^VgPf>)Dl|08(S1KflW%FsBu5 z9dUN_Hf~T#;qr0Cyj+^tsdWI2#rBI7$-wzZ6O>v6;C7@M<+1Ndo2AkAva$OkPs;q- zyXZ^}p!18M%IiW7jXds0T;z(5QN{FyJrpKFg^^X-{Odq!L3fw5wWqu_`d5Amol3A< zhW-Frt*%3Mp}{^f5MgVtP7%LB7~DzKqb-V_XSWf|23V?ST)8+v@#ibfRNvBnXefQV zRqY-VUc)SA6A$e!$ z55WVGvA6LCa_kUSF-4J`|5?N_@R=W9v=srHnb|o`Uz8Pk5lG zBiWJ#iO_e2IJCUWa+*vA`Y4;r=ipSN)RPM+`tkpS?SPgkp8u1~OCPXflFhbus~ z(|yPYU>|w@HZKpyz&)y>VFqiQm4(@_x?G%B|`e*M~a%mUa$R zyrnNAfUb1Q-%PiBDM6zfv#H`!Ned((^Xrh@T{5G3;l1DTD6>61#R9-99fT&cRO#Yy?V5ln>WK>tX_Klu`cNR%lsyUw@y)~005eU@LGs+d{UN3u&hgG~ zIjwmGCm`+0P#XP<>oa}PJj$C#7$nvQqc6CA0wg8G3Ef8I0LNu)-{a>oIdfgvYl9a& z(Ahe2FZb(B3`xTNf=Vm%ZGc{5G;dfp8k92c_`|CF17_e4NL`PBD9lYCytGQ*TDYWm zR2ql5uU2c6h(Y==e#q7hFpPV5X1`^O0g*<&ao~AGa*YoqS@SkY7wnEn@a30M6_rnC zzVL*7m#-{756O8v?=O9>fB5%_h2n-U`eV$?!9*rIm&n{-*wY63p$fwS4ey z!MoT>+RY9`rWEsmB)Xu`>+CRDn?@kLqWFA@vo~qHhO#XTLo4Q@kmPeEKpC*n2 z>D@!SjxM^T!K>vvcsX?kJat2Dgw=a(0VUPSQ~#jZ8|_TuXMp{CEp2ZHhjWbw(a>=j zd6+L+ZW?PGSLXzhO6jgJ&-fJfMA3!*-g?_lfuYr= z|A)LBH$Jwe+4~U9qrC+{Q}dReGwb}ZeQWjo8jg7Cz`5$vA+calpcOmQMVBukPEM)I z6q{V)r0Z27YCahcqgC_0)hc^!-N&7VY>w=yH*NxB6`(1se*auWT8@!$I4yqxb9%|= z;Ae4#3d=Xsgns8ihHNCfnu`P8XmRK!RaUjZ;5KOomaQ>BdGd0unHC*?3t~``Jl%sc znvcT^Xv(O6lf1o(a!$h-E7g|@g=bXk3Tah{SbbQR#f;1=JhC$5z$l*7s!F`WK$FxP z7f$}p$=w4&kwmjn&-N3M{eUFyQq>sOElyq_FjaCsLl?9Z6l9wtYLv}A z?pCFpN86GKjIyr>5aL|ji)xKUs*p(XuEFZ#LC*Sii}k+I_=@ZVlsBkuxQZEU@itx} zP7QK>lKStLPrspw_;jXQg#@N5qI-WT@^DC|??#wD+DTw*WN^;nbd`82__qfoXmd{1 zbE1j)kn~}7_6i<%GWq-4P$7dnr8tw|_W@^f)Z*IaVmNJiIUlnh!VYZDrP~j9$A65? z@k&|!18BRG;uen=+>!C^uI~)pj~?1Of`3XjypFizv*>~S@}y&~1u=Pl-P_Ij(7f94 zn~C_;6F~EjUSQ*3DGzGIw6N1$=D1*jnSN`ivh-IbI0{PbMeYi^?q6) zPWS#PtSOr*cn~hCd{l>|W+KbIDH}nA_by`yLw<%)U%WIcyf*KQ`FJnqwd~zK;QrJpC(Ufkm7mEbOxB@pw*wu_Azy)oW_d!F! z?EV>wFiF|MQ;L7%4W6{ew~U5{FN1E{BNnxmib9Z929oT1%kOcx)GfvK+{}w{R`N(B zoSbka)SS~f94z~QtVmshtazNTPj*4fFIlWPbc!o1Gua?xWzJtzifDvvI~Eg6LJ;1+kRXhUa|)8f;7$ z+UYbwY1bETp4`Yvl9bz<0cBt+1_aCeDsrzD?jF838BD{YngrAiDA20UP-+wKU3KN- zr=X3Og1z<&xjsuiVEL=HE2FNUCfIF08>7$80w#iJVkqkYSTUSK@wuIQIX#1+$6h&b zuD&#W>d474V&@Axfpas?BF2Eul z0KM@pU!0t>HSdl9?CrJ*#=bSRXDkh+DurK;Nn;r%8w2bp)RhBK=kVqB^6+$I{wlqK z5LYmxn!dBx)!zoX0kNfE99YA}0WkyZ(c5F78{?x%_pO~v4<743`v;?pgeYJxw*To& zQBkcSPb&E*AJ`BfGoIfQE%P~97e%>T(i6YaOVD$Bc%ZJAX10;n^IlZ*SdP!aZ@tH% zLE#2o5KIG*o%jBJ&_EHUUpbevTr-1LVxqu)CS#j}U@U{O?tQks|N?h>N8j-s+=@U%W{%@78DR!k_uOVxKies z_>4vi8akTG4KLyL#40v0)=1Rd-MzQxGLY-brTkpj<9Z}_335(+n7z+g*X>uVuuyQ# zR{eAMonAtNe!++E7&5}^^pxmLQXt_a2a?RwC^h$qb1-+x@kLK;EQPX0;U?*5?di{03lu0SKZw9|f7PQ;zMD;!M6 zDs?9-Z8d8gKco(}Xu?%IrM$XM`d0j<45&YakqR{<)6t-_0h}9mG%pCq#UUzDoEIbk zPMVy{{oMPL1x#QY&EnEuDfNdP3EYmF&oy=4_C*zls-*nZ^z76;1*a&V0+4N{hV+Df=DYa8EWZs)}SDVQ$l z`af*cFZE#hfGR_Qnpg#1QGkWY^*_U-&8xP|6YZ>!3-gjz>BuF1sp5(XR}AaG`#x{P18sf@wceFp@g=-V5u2?Pac|4HF2ncCGy0u0D-^ zODnnchE_tAICU7frgfw*7W~CWq^4%kI>a|-2kw-PY-i*>(_23ie$m}*{!Zc{8%HvS z%h#FKYn_yX-Y*e1E{DUWN_VUyHQEes(u5F zKiGYHu(_@`y7C_o3o*ZUL0k#Z@1|Ja6-H`X6eM*$w?MyGLaRDrVe zv~IqrjL+v{{#9g!KIFM}$d`uVbG?WnrYc-m0GpaBOUnyi39pkUBJw+Y1UJ!M5$_h{@!N{EZi8`eW2Z zMJ?<3J;hkrXp{qsBFT1{3eZ)cCty}p&!f}HWedrc@l--%O95)6G1B0J^nyy(E^i<$ z?n+7A1=)C=0F-uk#G2%$si|FDktlQ}S@Jo?9cNX%PL`(hCkIu-?J;9cwKA`?$xm-L z_u))5RyDQVi_=a$NY@7kjdYQKMDt0jE&oRiERS%xf`sj{ka~D&0B61njA`h4r4j6@5oUo@!62vKZ z{-JCT35St&R1P$X*VsEz4s9St?DYQ7nF(ncy{jx*YCMY@JoE)~OE=eE`YYQ``?wD& zHve4vwIDzZX*~ozxIg*^cYht$+NnICfBFAX-B$)s3^sB{4Is{{FeFwM1?1cuA3$ZM z%`qyOD*-aiSF>UJ4izK*wTiRydw)ulf9t`60*BkgZYhkAW-C*um~34m@F!41`R7Gl zX9*r<>IU{Bdw28B1pl2`>{m9l{cFIUm${Y=Fc@2>OfbXVIg7}oKz@k9^=2cc-xAmJ zUa~^|TL3cwcn7`}Ng7BWb!{N$ci9LQ=#tHvu)@Qo&pP^yfxv)P6cd^c*w&pya_Hy> zcE1iNnhbVUCjP1ZK|LR>AqVn zDP!JhW^svXGDCS(Qp}egAzVvZs{{7LCyOpYiYN)7h&b;J=9bX@K~5Quwf7Y7tOs+t z5D5?w3G-=#2OM!B8v7Gr2sUZ6lnOQUY2tr-^q^L%cTBe}GGKhi(z35i&JkNZWlx)P zJDdXc++0I9rBNV+xu^ViFm^rZ!z%7$?anI6>FU-8(*B^>#+=0i9h?bnFoSWcLp3#* zV_0*$H>euWZb%M`&A*SWfI55buG1fIieB1-ZrO5z3{nB2_&goGH_*0P9Kj$Ab0%Ir z@x1|h(hYGM*+8A1mgPEH*(5LTRT`pAuCSHfm!R+fYG;SaT-svJkcpgT7e8sX!=sG| zfD-RE?kQ>wHEcsrsSA~4(bgS#=XiX)=nAcTgDZJ+cwWCHvJk-@ax;}yaRx5y+i}VQ zBBP$lrOxG@wz8mdbJ`qN&BWqPq~XuS{Fs17o0MvjSpcl_`gWwxyPX$_oR~yb+yC;s z4^P-|ztAC(gr3?1D*{j{b7RV=C0>6XtGw0FK1;XVfLzeRy0n%ly_}d7i0Qq_qVD&1 zh8&xHMk5%>6`)>IHUJa2S8Zt5(oi%=@cZKY&hKNGi_F0j zzR1E$O`ZC6y#I_UF=+(^t6|!A)dQ2j@bAjBu6Ww5$ArRM(XDo%sinfp@^v76Hz{&Q zFLQoqpTlJhJlsNhCGlRAhu-vyhbEfBjBwDHw0p)qy8VYvFz)ET|7PIjgtwV&GQ(zL<$H5+Js` zKthG!q~XgpPnpc){?(LO%gf8@RL|R86ur{RyZYVjqs~8NB27TJ{-Sfno`%ZqK-d;9 z3>+=T_~HA70PY853V3j_x+$EFSJv=janLJ0tLH6~!Sr9R)9_X&PP9PIaH;_P20EMT z==XHNF-`f{HX6XByU>#X?RD;nWE?H-!FLxxB>6o+okEc+#d6if^=xlck*L~WMrV;m0U=RTKgHvB+Tu~J z6Cd=&(Q(#-+;k#mqh*15isg#-G-dQzA2adRNcw|!(GF}_4En!F>}!{O1~A+KaM^H% zTu=XK=bc@~%^cnERfjpRfi5d(&LQbvk~<%SNiZSB#{iH4yW+K({J*PqGYgJtfYTSl zzy-WGIDr86A9iuA??uCbR%9UId@(JnJQS@($s&7sxh(vQotGAWDEYp{;iNH)@eDlY z@RLh1iBWj_H4ufBoA`wL({28PQrthdn;QeY{#BzSWIa0Ijmt#SGk)6? z8H2@{^KbWLs{_^fxi(JWmtk0NNgHF31o}_hB#Sk4HQ=!FsRbZ~y_v?VI(Z_WMXEnw9C!Y!a8amaHT^>qvdPB~Z)(NlRrCBQe9@T1Aok-NZZ4r^=D0o7m zpoV%w&p^7wEtS}hX99U)ch`Gdvuh;e|8SYjdoO846|SF+cYQ8HnUWA%k#eFjWiYts z4S-xLufKV*%~}>|C2KQr{jhW9v-0N)tWgIOrXap2F#X<)1lATWiGBh=w&G+)*!Kqc zqlv4RCTF$}rFH@f$m`md1*DxhrYvB}_-TcOw^y^v5xxxpI?KT}A_9{@`;RhK)OwIG zbi+4fJIg1oc3;6Y%MIOnXqlNBkLsZ2(KJS{pN(c{o0Z-M<%{6IpxiS&{b5ck$_HgP znJe-9ACi2f|LXg5xv>l&#+etWx3D9I)JF+60F0b@&h+3<8=pwDbpoTu@Q`sr{I*20!mSV&`o40 zORDp4N=CJkgx*ck^_&jeqn=q+&H7EqS(2IfJ9fL1){M9pp^y5vc}OJE71SKR0>b?F zjQXv5r*G*4iot)+U%B_7K9>);U1?Mo1HrRCmiN(>kk;Ih>Kv#JCz(|!A8ztpkJ0Df z?3h}lweKLTmr2tD!NU9S5+G?slfJ(POV~$qKd8{}JpX(z`Z<1~du9&)jK?Z?Tp@LGF0vsn~ zW4Ebh-`Tj8I#{|v?h1N{i^Uq)>WbHHfUbG!#Uy{{Ua2q&+U_4hXsu9njv8d1cgI}# zf2@J7kCU%lE4>OnhH2C4!9CqZ&cfc_t^ID>Fe4vcN)JnG+m+qUw1$aa96H`^Qs*fn zG1$KivUyg~F;lcU2Q-kE$ADoB#!2<~+NwDpJyWxOy@K7oo4D|-sYwI9tKCp!qIx&U zRj@ZmVsba7yL2}{LbbcaA`Eb6Rw{fjJy2;b-)H1u0UV+z663l<*NuVy93OZ#I{dx8 zoK@T62<+Tjh{Bbfm$w{~Cc=QMF zPx0}cU^Ty`VQMN+i6FngE_@Ik0nvl$HeGx{#|S*G$HEJsq3$y*!yl?@BSNDQ+R!Bm zOsyM-X^wEn8W_31#VnMxB- z1o=HjOKwDSlM%z%YN*cgNA(?mcq|-`1#1%t)&^b3VN|#AVV~xI6e-OWj(aYE;wAkM znnp93?r~o)n#t!})DB!+Yb&^q?Hoibic{csqQsf^f!m~cRb|_rPE)WiQY`>JH)^g7 zREfxS;u=zP`3`ZkwtqzjJmLS8_{fhCi1wib$_f0Rq*RK>WXv?RT3_rXr<2zP$Y!{L z=`ru-Eq*B0taNifVg<*9mW*YlcP&>biTV)GwZAu$nE12an1tR_A1o{{|B)MVu+Wrn zztPW~w8+G#I1I*JTonY}-d7%)Y%P+)f(O>#+f-rKk6RqU5N4AgO}oR%XXE6)#Bs|d z*QrWg&~yIx(p2E>3)TD#GnZa*XMNo&Z<^MY(q^m_cTqB+PI4062~gGAC)2 z3~Mxe@M-AFVkgI=0JLi~zgnPAcgGUa-O!^UgJJ~K3eEsy(-yd{Ep1( z8>zHt$BlDg{iiy`fNd4c*T3%T4wJN)wL4xV069a!`Sr^9|J@IOcD}~S$*b=_GCBn3 z7O3TlJG>Q@K_*|!zC1XT`H5Kg8Nk`|=^5S2zOZ>hp!ZmpQ!2A^<`||wn`~nrxErw3)6z}J?hTpafd@eA4tfK)Of|V z={mw6V1zHt5D<|-mz`Y0VuK|>65&pr*7_qQ1@B)27yvVQJ5hvPt_S)c=C0zNK#eC= zR8-V3Gc|K-E1cT*WQN}#=0S8{`BmS0(oiZJY3y;uvido_8JbVx0Y^zsZEV^b$1_O@ zCpA*vrv{jzK|+Kp@h5-FuA)1s3@<;AU<8V*0w7*`)(D7j7L0c4vyY|D$6v$n=RJ*n z98QbBIndKfum?KvWomtIH37ZhMEQTLlRIL-Yk>1U8xM+(U~sR6HUF zO~$tb5?|)M36JUC@OvpKPcdw~?Bj`R3~(Wfn@0mub7Xg&QENMD9Mt)Jf?HEMRqqB&rq|HUP0+JtvH2ZE zOVU6ytv%34>v z)G`KJ;0gle2;sd`!O4bvdseXHY=?$?=@^liv~!O}!3xYotoD}IdgpNVX@2(n=9EF} z0#M!3mUalX^wM7SggLYFw?_kfBgI?J0_Dg}NhW~FX@d%Y%;@byBUM(%J3HTIcSp;W zWb_aB%1=Y49PH{I2LcrzbgJ@UZFUWKqxgBe6o;;O%;z|++q>8*R@BsB-E&c&;EUJ0 z#e!x!<^c&;^fkS2{sr;snbq4c+ppVgMF9bKCKs*uuiOL$KdAdlSWc@+QC<^Spv?BZ z)}k}lC_M{K|3N)H+RYVe>@>c4&bGeLGw^Kj=9Z4OHT&-YGAh?e(cC_l& z`gZ3}U&wlJpN+3NC`DIy6!Xn|t?d#a4yx9raI|$gg2r>HP}IcGLDRhTzgW2MaN|aM zfz`D^Zu0O^*+S+n@)^pK^ zIH>;6Q;kHf+7a9-0u=>6vEWEu@VdV%p!)=@0s2D~UT>qGO0ECoZEox}W^)M3%Ac|G za68RaZ<^-=xo|vfx*6EO zAIf1l3Ap;Q%_j-~Um<>bA-!X?$|;UAt$T8EKPCkXYH|e?jnX3XHjpub4GG#YJbi_c zKvMP!AZ>n))@GeP6O#azIjtijy?4?t&67C;+o>Cw1Ax9KS4_Yu?}|6>D{drN!=xyW zB!1~Qv4P8&18$%b0>m7p%!K5T%r{>L@^*zHJu<(p_4$A&l$A)uD28E}z<3YruT<$_ zbjzvtTsIytP6kZbu>-nw=RmN)=ZOL^ypkH`aN4aiBM~a~YYzXg7U<0FYpEi>fgE?% zq^>Ajn@(Z3A8|3X1)gy$JC+A>-xDNUsfo`v|AI*XHuA%`mR*jC{M+3q$~$0d z@&E>HEdqTluE-$c);EM}+fOm~o67>Q@&N};kt{`bOUb$dE5h<-<*|lS7YEs7VmZNX zDlsBZK^iQza!_FCk~xev)Ee%Z0Ag&294kN_pyzrg1IC-KqBSE&scrN0+$ot(+|VgP zI{VM2f==7@oxa6@#N@P)l0vfo2bZ1w>@9ajnk(Ksp2Ra1qZfG#o(l?ku;cB>qCE7I zAZO5B<`o>fBl$rCsNsFu{DjJSdM=frS886H@7GI8U-*e zNqFGtdM8jgf#x8g9BD;61E*lV?@IqJH+F2te`i?GZqlPjPJH=NnVlr^#~QM^a-W43 z?dGDYJ&5vpE&u4XPm@f>tONg3pbKZjzgUHj9m=%U2aAD>HrsO7Biq$$3k&xAVP+=Bw! zkyY+FT9BybR#fFQx9%!kAmYo(njaRM&G4ellGzXmc-*2`52td6)TW*q<(#sqpTqh&SoEb)Yw z+ewyU*0D!r%zgRvBrmONY%%u(!s{#D;c#iF#Vf2x8Qz_={XPZndDQ%7zagQP5eP~y8#U}De{F{7Cf%fO!*WU>wgmdrrS zudeCpFJ(_Py8et3t@=v+FE_|R18h4k$QSOhpL5O*$z~E%l*c)IxsWosNK4!XyD|Lq zvVG+_@!JZ=2cyEMOvj=sx7)7ic6;My#v@jqP4-2V4u^hx$EDs(6q0G8k7wAMrX8@O zXds+poCl4J=!B45mW*Kf10K8UDryxw$9wBD%SW3%C6eT0!3wG+!pM4hmMfn!Uf;=V zg3>+r-3eP!+O<0w>1uuBa7$MSXv{BD;%QU|SX&U+1RigNn@K8ane*6pxOwt6e2Kj! z;3|0GX;fNUdhLWP1;%H>sJAXUV{}LnD~lHEKRk@HJ9_BzEmmDH>H_#YXgLV&pFjDb zX48ybO(Ui6{fSn-&dUJ>X&9h5TI#^vDPis#MVJB6I}pXdx0bZ()3(o!^nzw)nJgs5 zkVlSXqQ`X1RV>K0NDGJpErnX_sN{mAF{PTJnVFe+wD6E(L+$1^Pp|1!@L`$?7l}}< zfoHvG3=o+;Ii%zL)b zD&dc!K&YFRS6~13-)IzQF~?mCs4%}xQ{l&|wr>;NxUw=pC!j!Ef-S6RkI|BMZ6)8( z;3YUpuM9H30Yh6U4?m3oUj-;q z9qS!}fstBMbx8BzxR?#_zn!gvO9=YC%Xzn(I_=LH_|-%I~a zxC89r6NsGnFHKO%1@7WG1gO7)6hSd)=P}s8gL;u!mNK>XxH-t*PFD|C%iibt5OBJC zldBGF2Z76?pg5u@2NHU8qQKu^JSXTW?Q z;d$`qFf0HH(mgv|uBF!oYdh=muRJtvY#(#O`|ls`I|J#)%D3#D|5Yt87QldhH;`#| zBoFlhb*s4pl zA_qkXmdk0C+hGMVH?M`B9AP3r5rQIYV;W{L%%rNUVY?9PbRu9jcX{rJn0Ap=$B{Z}X7Axe+K)%4N)}T2j)Chj_$Jha)U8-;i zHVS?lhPX+#FzARsACOU4#eWON0+Ddxx!)`6MeaOBr8)QHx&z#q$s4U|4TG=be$Y?iCp@?n5UJ#g&D&0>!$t6b7hl38qT4n~2#$$$X4qEAw27u6Im; z@CsJ*Br4ZVi@~!1dKFYMD297F*1VX+_d@Dvg|x}LA4FNziEh~@10g*{RM`g?ZLeKq z$MI(Aa=IKxkPWmD{2$&=2IOPCmt%g8r0ji)UM=ZlXpsdQYU=_y_|v8V!CxVz3GC4u zB~M$eNL0R1J1DQQT(9je^Sh-wjNW;^lL(I|hDcewL+g_hChP?8a0Nj&h4KzxUcGbo z#qSp-F{D>JmTNQBpGn>h^m=`jh*sA(vuZg(3zz<6^OGF6SfULt`GS}%0&0xpd|VJ7<3?B{Wsx} z*uM!BpGtzQIk^T_zZPv|9f;(k;@0)RJ2@CY&@d~4k^pLdn%jLs_HafHlKy{8`I5Rk z7D&_Q+S6y4Tu6U=%BLcLwq1N{JBPqKsFOsru#Y7`- zOy&q8kxpfhc5O$~c|Kbij-)Uj<1mG4w&DnEOm#15t!9>4VQxUfEcTxgFg8cK4Ivjq zL(9S-W^!n0&^`ODgF)rPr^wOOz!fAFXW)d-H}bZmhz347JoVL2Sc3f<;ZzTIV2+4# zE>rymEutoTnvsbkKkE!{!=D%NMQyF=g3JSvRjZdA!C?#2$BkrsCSL*j7JQUSnOX~| zTQj>mjaPq)`mzh*AM0ns8@0ZuY_9nDv}TjEJ%4=_{--Mg-9KD}t=sP@MAZ@ra=@nn=1qh!-z%ewwV6}%Z^L_P&LE3wS~pdC6X^dzBx*jBIyi9?RJy}jkwflb(A zJ=qO4DFP>yVEcC7I(u9fl91M#vIv{ z1Xew1BXD!Vo0-a=c-OtkKAxnyBAFURwc@Z!j+@HiyOY|i{iYkRlyBv8*bJx+bX zqr6QIxo=924hLsXomVFuq*ZW-1kY<#(lwH%H6mm2lF8}GnlIg7#<=mlVDj?1HhNh+ zwleFYUbt}hd2u3@PQLhoSZ7Trhc9uOg7zh?Ys?wmYQ6FAtnbGzDkaw}cKQ7lX4gyL zAH&_zOV{nZ7@Phsj?;L~KVQMp8d-7Zw{v54m-<4J+-gv_`r*>?QZs7v9ezkhyFI)T z9VPx+*us^VK|>?IMa)QRTqOkU@;co}td|43^l>6Bg~EJE>rE!MFReyQyd-=7K#AVo z;@mgMQ}a?%E<&cq3>vIA{NC0}$bqK|b8zlA!~}*Lv(`xP7T*{%B`Mg)lQ3 zKJx3TsgVJuaB9s}$k>urN#Ty`=1)m_Exkks7fn-6)Tfn-zAA;i>qUuRf>CPappeW9 za%6E`RG;@NOcZ)*GxIEP{)WTBuObN-*jugReQOc<#h^opzm~&4EF=zA@>>=TU%`Su z3{@k=h;DmEGvbT_!@0l$O{eg@ zGe-8P?fzPll9CvqI`zIQ%r$aYc(5Ai*^DFH{;rmOFOZDtM@L1)P}}DmgF6V!rQy2c zLQz?>8!{)z*FAptu`>O1pL8luQF60KVH|sXi;-6{TvLy=!CNZrPN@^=+}!>kzwLny z)+=iKSfK;?5nS(Mo@wZaB#!jxavAck#JT%sw_fFF8>KM{AlF*Q7tO%`2TVtg_Y7>j zyO>R2*y;-+HN(cQ;vXNLeB>4Z?++Z8of6ujy}TrCbZQ9}Y41pZ@P&;&kd_I|4kGY5 z4rVtL`L4Zle2mSED90UKVzdR0dP?5x<79G}Stn!e!5@7OsGa2trt$%$A-C$IVNb3y z=GXd`m8&d85>lUv!`AvO?)80;gzD<25;wQAN67=y!=8gh$m{dYmys)#x%4`?ciI44 zwWC$+OlmUIs{;nV*g+frafNErNv&0OI`McW=mCkT!Qt+b$A^KXDT+TK`D5YR1%pa`P$ZrMs_(|b@rdeI1>g@7nn zL8(ed1q>Y}!B7$q6cH)Xf&>VN5Fmu0kN^ou&W!tgx9|Uax%b1pzjNjX{JFB$Tyu>% z#~9Ce#w^cg%heLoB*8X6uceOIkvvEuYe;3YZVLc$tDC30up9zX_cj&HkeYnqSdebST-!wNJYf;NVdek=R8^Xs(%K7dV3P z4pT_KYljA;yse8x!z0%VOz-ro1*_Wi{e8gg`D{haGyDW%eL~ZW7$E8)uRW^9`_{oq zxT&+5c?cHUWh?7JEAhVhv|dY=%rqsypEr!-tp<9%vX;-VnC~tO%hWbs!S3y8kZ@{N{0QYCfwRV zsT0yLiHs~|)3kb|RPLar=#7AQ8}^>6bn(LvL_E}X^0uB?30*T+JnmH*Vmok?`9o4+ zh~tpCPHgNT+Ya^;7#wH@=1HZEv zi-X6X8Y5!C^{M(J#g}J-EcFrCuFs?s>8>SZiWicVV>$~toN0{g#^h!7Le5xN&er=H zWaJyhkFMGzk^xpDkKJ8%{PMT`TWyYby)C9;^i`+s;6hf*mMnK(H(4{5Qq?Y5&7Hnn zD0I@J`Hj@tiJrO&Z-KvMjrxYSntAQPn3xD^nhk>uJWB&WAeR70ex3UMQZreN%Rqw_o|a zvckA%U^$lDk#8nTmYXI&`0QQ%+px7X!^Y-$xoW20$|~56sA&hkyv8CuC;BYkvrjF& zpl&HOO(OQy^?O_?TORoVAsK!1Nz8cQX)J_@S`a*|x7L5IsgNOWB6f2>#PYQvo!0E* z)ZJNw2!_l(`}Wu8LsylbwhgXk_D8Nyz-i1qjeHMqpcY82td+s$x0A+gwuSD3T^hIZ zWK5%LO{;+YWzyw%uzjk&$)|NrkG1r=sgP;oCAdp}P4f5!HXzTy=T5DRO1pTKKIkth zqaTh=JIt%`(?$EiN@&PnTg%pu?)I*(uIfK4lqwg>#3j~Z*mgS|VycvCoYQ#7D$M0^ zf32}b@?=JnqVg&+3n-XqGQYBVyka9PP}suua`%~P20*?1-on8_A4fyw1e_#Z_E%D*+ z6n$b!Q>?!xPE@XeR6ei2TKyUCx8C9{oY25W0ZYU?KL6~%{vnh$DzuMBi zJ`o8%@+H6lmUp2{8ZyAC+c9o^wS7gF>&yFo-rKzgTT`muloAy08g~i1>=P7$T+jHh zvWi@nh%gZ@;BdcQ^cdHVn|@D1e#LXXPrJjLL2NM9|EM35Cr;X&G1RD>orP{n@Wm6N z8IJff!h~dc*lnJPh;PZ&DXA2f1VBy$V)U_ZYp73@`*nfow1m#C7U6ayHye`hYtXHC z?(cxghzd@NdK#;+E06}w8=9P^%gPO;9}C-BHCm{t&A}TDBxZ2Ci^mpNe)_XqG_^nA zl6IgOd1FCVjJBChI}n19uyx>rhzbabNR?i{o^w1@IJZoUMNe`i={C>C^oj&xXWuCZ zK!|GyI4*eOGtHUS{WZB-R7>28#T(AxqqI<8->PioL-$7`Ht$0x?ZY<$xjj&T!L;@O zQ!<))+%W?5SXi|F##G`z;*0+~JgLrO>%;x_`?7J@BKy{xeL+3H1L1)0f4(}a!se{} zpv8s!Q~zl5T3w&8ZS0(v%42Yc)_zcH|7{_Oq>D09AoBq!8w4wob@TG_gke}JhL|)s zH&#(2+Q(jmwY%ULF*Q63W3=|^be}MwY!1Bdzfli)^y6uIc9Nn2OilSPm|?HZ8_&CR z^4_N)P}-ae5oW z`4*ETVff>#>Ii&%QyRQJ`D@mHIt$z=Fs)BoEx3HokdufE0wS`uF5Y%=fy>^6?l)jB zScwI0e3ihdZr!EDk>Up_!;VntxE~7K&dbWOoRy0_i^?lygLsw%(sLuTaI>u45w|g0 zOjs}2oOCX&`lsnr$0iukB=zQ5OsEv_V$ddosT(mAP2}pz5#+RrNZ{rc*#M-*eip6# z$sfw02RK`a$cT-nh0HJ21jWbG7r8%Dfs_x5i%W)O?D352Y(TJTlPKSKfy&R~@WNDx zU=S0$v58+5vgmVEYlp@x)!5{3gM@_vHT!STQZ@XMjr5KrNYf-apG%N>ZZQikj40%m z0C!`BEVK1m4%8?r4wUV`Mc`7`uIR1zD%|%gK;sS?z@mVJm&Q9fOvA(mlF| zD;u*^H|-_Ma{7Ul-I@|e28L2hx&8q#%gd9{kR~c-f+8FB?eTPq?lRb14-)V3Z$n%E z_}ixKbf4Z}-uV?^jcIX8+YU$1W;*7GOJ;luHg3UqhL;@R;1{|n@`?o9LZ(30~inQ5{22EO&sCH0>^$0 z_>>M{StAU+?03qGy#!6)^HcP16OTP^Q#!q$?b=;uD#G*!&wh?E07sJzlToI((!inv zNSMwqJ-hhqjD80Qx*E*t_j^nvR>Vefvbk^j2DzL3j6`>k@Q88TUDg z-_(b8ukMx1*eb&7Z>_Y~L_y`vI@X6_)F^Uq{?81AM<|ca{8=uxi3??zd)^hA1Dn^j zKTkDa=8)WRu~FGKisX_2ROZgnGGByEzrCGnFCCDv5eD`XB(&5hD^&CFXaCJ#qvcOi z7wbQ7Dyh8ucr$I+bz87S5wHbg@^bT=rb*Tp_;dgI)8_ikg4`IW{K?VlrZnE;^@sko zg((l@ch}p9Cli@mg@c%(W{QvcphjRIh+c@Kl=L_+d}sE%4|)n&w5is^JY&wyk(V`++?`InP!FZ_}E(LzoQ#s zDPn(RgNWq%!gJoD8s?WvW={)X{%;h zs&L>2oz(mv3$3-s^y)^gA$vV1?Z8%`UC*>3HxSADt(AG_um8H(lu5(QeigBrW@gMe z6$^{+Rt9TkyjPE0{MWBe%_G(t;$rqw91WQ&JOf*q`tP7_{abglL!q%W=gt}WEnWcY zB=N70iGN<|e*{y@8=z~yOkCJdsU5(ZkXFvGZqW*8Xkk;^?LwngbAP^o@({G)G;6-o zP;ZNlUpEvE+-!%lDgQM35V?uOzL<={QSwO!pe9dup3twZS2wf-ZaiM+e5lQWZvIf= z#VMd@m-mN}o4E5~KkizIdc|@DCarD*M;5Q|`H^RQd8PF;>$Kt4xppVyTrx6@cY*n@ z&w?D(xA)tyg(Jh}OV0mh4?>gw>{gm2ZWT0g zD_x8|u=242pBgxlkhT^OYmy3bwxWrIpX~{i zoa9cfFPE16eB_tu)5^3B;5OHj4?{=efR>`b*AR*gs8e8EE-!L|roBmf&p zy!g=yz>8&W!$bserA;g@Eb`mqi$B4;AAKrO>?#+WS+FhwQlmfVV3~jQ0^pbHZ+ZA7 zVW{|?B5f7rXd zS)Yu7cm1YbUS0%PrvIQ74{qF2T_?{dBek@(Q76f_B|JvifJ6MT+yd%|*B(~`HT^6p z02kOP7nhXZ6hBazmS}bLcQ&-UA6DNiseI98l9xsI`=1vIni=>#{c7B`>pD35^&3f9 z+t@^0nUtoQO;94{{Xi;KIlV1p^Yi41;d zf1BqalgbLB7q5zU@QLZE=7A(B@A3D*)`RGRg)Nlg%w9B5tDH8&b6M@k8ziLaf2wC) zwU@~Fbjb9tT9kZ7P*Jk{{`pW-txH&tz3P#>?Q%9TO(LjVDEIBzOvxo~sv&1%Wo^(3 zUkXl5t6BGB^9+<${w2TGznQJ;+}1D_Yf`gvdW;MRoPUa|r~O{LhttK$GL4(8i?WCt zkwBUe_$JUX_e^$~p6OrBh!5NRFw}e1KHMLw`Z}VGv)2-x7H8Cq~0?7auH=oolK2Hm$FAnEs9(cg1 z`6vtrBd1#J*5n|kx)8hgd%?)N(i%{0>%uSZcJQvv_P77RIQMoHl&c+EFz(_b_Z5=Z zLVTQ{eIZ+kGC&c`_*B!R}Zl=T2@hCV-{}{jyhKyPR&G zt&Cg&eMb|Q2J-bkoDpC9p0z!Yxu#%nrg_Dc8@AB{Wi3osK%?k$G!laW7b9&h%gQWs zidUPEAj%BJ{zAuk_G)iddv$q;@Wkf2ghwPeBGJ*KAC~#4s9ZQlSMEY#Z!;lp9F5zbZBKXbEg)*E}GeaFWcFBFv9VT+dT}N~>G4@xi+OCcWr)izPZL9~ z7`I~jxg*zM5LU?QpW#tfwWrLrw?TFzzTbx)tlpZypRSyJ*AdU_PM|nShXB4h(xfQI zOD32(ykRqla1&7p6_0Uw={x{0BY6>ZpW~IAEhim^jqO_6%8$=S@$5r&TKk}tA!3!r z%uoAs%>%$IBAWwpL@iH`T>~R&n-g&u8XfD1C{6~Zl1d~QHj`TnHNYF$M*#9U8r|(m z(%EWFoz$(I{WVZufYpKEqay((dv&-M?e!lU?Uww{y?+n2#EiFTEWob$o9Y%lhF=mfE95jCsOFv#C zTFC53P9mZPK$VmKQ|0@#{Q-T7_8$9JCDZoT?k(hw*NE6QZxFfhJU^;2^^0v2>8?b8CZ5acZTZLwa3}*mQ{9p%p}We!qygid-(r0vp`&Gay_AN|0Li{;?MnxCV3VAf8q}EG(}s@ zJ)&kar@@LOUYMjh9zhIl=Oy08V`welbG7sfqUN4XgK1eLx=^J`QQUvsB%}q{)f0f` z*V1FoKX0144F`^58c@Vdbss`is}0QOkqr<3@WZnez$4_pHA zozfXkaf?&Mx+gPRJ-dYe8Z>vB-R2W_mdZUS|5Rpf+*^JQvdK~ z-zAWB3s}ILB`0Uck$1OCO{!LYGfUE!Mpva$YJo8w)zSysq}!7h3~ zmMno^o8^&vOODA%GM4NC?;YeqV;9WY`w$yrwfkCp19G>P%M4D(ez$;1jr{0Qfp%jE zD$p2zxTRBjHj-T8jXva#zfMrCf2~oNYjc+9)c1MQhD@llA!Oxc14_}puO}M6q`r|w zXKsf^Ef7M3%7~f>kr8x6551opLKXTTfm^vf9SCKOttgXzD7R}O1~o-!k)68bHGltD z9%J`~;ySTDV-To^q&*u;L+%+IUhzAUuHaHX!H zw5ClZ_6JOpxgD=rIeWXW`SKvab2BlUps&JSKF-y_T0D{Y10tG;v*HE%Kn+?CzX6zF z1E-y?>4v}T)G8J7U{1N-FX+z4i-v$^<^{>ouV2)cZR^mbHNzyPK;CGvhXf|$UDGU# z=ovZ>5{0JM2`Xz*?S$uVus9N!#vQTk1sLwks|p^3NH#9%qbMZ4o(EW*k^NQml|q&GUhg>%K(*=JT?k|SlF48>2Ti!8Kxf7jrEKg zFl@t^U<^+VErWl;w-&TsP?3pfM|+}n3}dNQ1=ljB9aEka_(xW;m-$|)fE&D71rkZ> zVIpz*z2~~0aW`G+*#zCWz!j$v-yy~ai|`!~t&-Sf> z-7vU?^LssT5Xe8p2skj+yWq(8E61!K@4E6bw#s@y3KBo#BfnS(b`d48dzinO-W>Ne zLHy@|)@cxIrXN!+hTPu1H&vf88pyc{oBC)#{<;$a>3$WpOC29wId%i=qBdd0{3nS5 zTm>L};_m`ae`cIFT_JIQ))cUPfK~bpob?3Jx?<{}1-iXjZ4eCABmtR7&vlk>LDbcC zYr`qP3IUb)rvR?A)q9tXTT66!B!IW@1mWDPXNRRuy1h~5jY6IW3E_1#kJfZQJHykH z)pgSd>mNtD9`b6K8)537(}e2tFtXzJwH&Yn=ezVyNbQ@+z=t7{4rtqVBam1=U}|q$ zegw?z+H!Y-45R7XGtc`=F>#@Y;zppB5t%0$CbXL1SGPBN!@oN;>6EJEDD}mG3CT1B zYmwbBz_9PRKt+;*NjGbLc6K9;zCztge4$a1Y@u6>z})si?IlbRX7uV$Fbiug5Rv-T zZ8g4#ztGMglW%ER-uHQZw|&}f`*d5IM5Ug96EG567Sehx5NjFL=zNKwC@u-oYVCBX zq@B&vBBA^Dx%@Xh1F!ESY~m6I=8Qwuo`dnK-{nAlo$kdCjEO#LC6%_!SxE{0N@G63)UG3Xvb zhb_2052(FPaEFVqUNJB>>gq9lB?jv@L`=Br7rJi>CBrXw;XAMTH;kj4wu(9pM^Sl1?zxOAMN5gNo*ekWA18W^Fm?7?qN_l{%Br<0l4BdwJ*l8D!$TsMD zg!@*OtGv9`P*~;;f3qE;Dq*p6y2ciL3ehBbEr0u*@mW4gb)T+b>jDdl$>r!0m1DKYr1KJW4EcvW z$%q_}a8E_c=txj=N7_@6y?0l~Y`C^8!Wd3ks0?BKZccNyaa|;!Fv4K;?WQ0kEbqny zI_}M~hjP!wkUrb^W0n%duSm>%+F+nFmcy2Wb%6vasapj<9-coCt_;t&xt@q~{hq(u z4~Ex2_dQ3yNqBS9YX|C{ct`_&+gDdGb!YnXr=58q)ED z*e9YmCvhdCF(v#8XoSm0cF*jHYv=@3s_MQ-Ju&`AvA}7x^4?>w`+UDV2^@&1Z_TIL zvRx_lb44xUew8h>*Q-~FM=;7}Z=7KL805HEKJ=-F3qs+7vmH%g%{i z4JqNG+F}A(7!taN;BB(E5wmm})iwrKdhA5O`~@9%LLW1WpO9#QSIgE%K;JF5(oM8j zml}b#CDU`Sn|xrfema&(KqqKcJif=N3cMF525B9SuCawkxBU>V*A@1ixoaV%f8`d&7OAtLxFRZ7s%>Vt z+Bjn33xT}enHS1xT=v(koG=t8IgVe{C1}*G6EtcKa^h(C8b5tPX}ESNjUN)PCxyS{ z4$dNd)MPmp$R>r0tg^d+AF7(H*$FwAIuNcDE^W%zr%R8%H%vHJ?;QdG0}KsF!dFt4 zM$RRE3wYh=nl+_Gh~io-3v`*!b~u=gl4aK$mPohdw4 zu()inUizM!@jcEt6roq?ihot}$1G%DYI6k?jMfc4vz zCw5o(5`-W4kPoB%g}#-uDF=%ZTu|1oxuLd`J{~`w#{ubt!@Cmr; zxp1}>1ztVD9b!4_zAju$eMu^txm*=~S8#7&g9@c^b_|z)WW;>w;WieU)y#MbL!9Lz ze0t7{sl;iHu7d+tRPor|k`Jm6%YlHdRLQ;UM1k7T;%!>qW^??ivpX!SK+4be&8bJt zxwK0@b9NDq@^NQ&#+&BM&1t%fNlmUK5w^IfvI3X-9d%hXHdRWn7io=(aUQ<@$;`i6Cf=g(|-AtAP>ry^nc)`%AV{sqT(EjWj%NSU?#UHh|wMVZ- z4y7!OSI&3@yHcTC2c)Oa(EDryv6me!elaiR{up7@26h^h#rAJ9|0-h7;p+VBM13Z^ zcwt&NyN}0Tsj#hj7EtVROilP7Rqeb?CEhjA{mR`Q^|HeL@K0m7>QEF$mSrAzr<0Wf zCIC9Un(0CctkkClxl&n82`TcF8vm9v7W{+O0O^^zzjj?{JT*&)K!)l)eBa1yqXO`R zD!G4K_Q9Y;4ni!6c<}ABZC5|*_!q^YT8j~LHd7A75B%tLeXyspyWxkB)p?n-HirK?bjp%3wY)0s1 z-yAjN&qT4o# ziO5J6jMcq-XN2jed+be7_&|Q1nH^t$jI;H{PTb9K2a(HEQ;`xc|G=m1BXO4kj7%tW z<83v|9ds8WTf+E535pUn!aXe|Hoy27ulwi5~q@*WT#;V{C@jg|{BmzG^#P%;o=J5zens5!Uz52_pfh8=#v@4j;8_m|;4J1KLLPi$2c(9%Ki z^?OeA?2OAUqD~0}2lAE2^~aEm&4na^_cf*-K}#=1-f2^nH777Tx80DHJGnC>W}Z#= zKw+BCPgRdF=m%z2sq5Da-_vvNr>s8trVdM!Av~+*k#a@h7@m%-Yiv3yOO;@^cMpcA6umwBVdo6A_l^ z6()>fz$%Q(eIes|Y0F0T1Dm2tOJl#+_%INhe({`bkmTEx zJuA^5XLZE+==eVV%p+B<2Vbg)G|r|;-Y^crZe(uXyRYce&Pz)))F=39$Cb&NGNhk% z(+i)eaFK}hMO>QXlI1r$->#c2D0U^Igz?1nYIlAUEax<;xP;nibX&R*oA6`g<5Av~ zwy{eA+WU$=lWYn}W0BP@9}eE#5l!3QTzm24_j9pC=i>|8iDbT1SJvD8=@F)#k;~(L zUA}0qJ_UG35fWwdpw8=+UH;V+iihwxrhv5-b$y|UX|@$H>Bt=&SO;xJ)|@loFGPH^{t`ZY_~QFSNvJ3|;cRUy2YMRO{-X9=rULAAPu)ucCG++fzEzNq)&UeMgUztrY3p{SyaNo*i zV6&?<-%ne15Tv;shJSpR$z(xBS0=7ag;()xcCa#pE8DeyzS?=xCE@b<-l) zRbK5|H5MIUfl0BgDDjitGO#r?>K=?L_rWqYNAiveKvZSj1(vo7p9iKCJcr@jW0qJ) zAP}>!|B=uog%HtEWqI|DPkM!S`o*2-iFFJ=!IiGjZT&Wo(^-)+-LwiD)eE$;-m?Ky zQL^x!i@3Ax4(XEbYmJy=Fzf2fA=M=1iW_Cug~9`3vg#ac&ZV>*1v{~YVeBpxzt6ID zQ85eq&{IN9%!xHID*tl;moB;W{cBB(a_5!uo5ogCVV~?A(2!DjXUnScne+qKDJ3LI z^V8h2fvmb3n^o2_k{PfA%kXAVeixVY2KM*VoT*=b+`RL9;Gwi5IHuBG-%q}%WADM| zx%eE-7qcNt7dD^Et(3D-o#OSk9migmJ2p7dON zvdvm*{sG@@Sg)gduI|U|OD9DdUHSuLjfG{;f9`Yod*)HPWDs|0MzlfssQSjYr;4oM zUV#>3IMhT$A;jRjU$r-X9XrGH*}%0q+NFl@RPtG*o{VX$X!lB+4_c5ez{nr!PwObt zsPr--oJLPa#umgPas;J?nC2~nsmT{fHt14p+JOMF1N)@qg>)VGCaRwCxWAspDRVz! zYJ1xm*;RUSFk-k*Spd=SWJvYmj|YabYe8HD&6tVLtsJ31$ z^|St)r`~A6)e<{&$8F%3iTQ~JFP|zQT2j?M?whv|nc^We3|wh`M&OMZJi59qWkS(p zuYNF;dQAOT2wc7wtmN(YP!BsW({wtJ*h(9lh(F04@3~hrA z;i9!Du;`DWU4yU{KUfuP;hY+&uS`GiZtPwaWgJL}Y!Zy5QikAsYzs;ey@CDIG#0Ia zpY`TVcL01f2)kQqsgjbIdga0;j&<7rN)~`kwl9*8uCqPW0|vhWB#Y!UnEo zTY4R}s)5=G!KWCa6OzCkb(}!7ufc_Lw~%84Q!G&!{pCdUi}?u@SqbPoc^I2it-va zAm<2L1g;yRp*F@Ytfgo}?q(I&J6NTSu0pp5TOG&lptLs4b zW$DhjodJRQt>TRj@{rNMAd>QD=+LzcR~0UzYlG%|O}f&QZ*T5Tc{y1sd1w+})u?!P zW%AF}*1Sk^yE`;)#CDS(oSBG}lpAUnunyR^Ew`d+&&vMpJ~*wx1uNdxs zA96X4I?VsBp8M4kEn8Hbx$Lg=v`s8Y#owH$vQxi)5*C`OXfGN4?$yB9dO+^jQO;>H zqbZ*+YuEgpo0q=FJ~9nb!>HKql|0c}m+HSWY(L{MIC^uvuBt3WpT)}PP*5f)T>bLB zrjYZ*%zY*}pWY~+cHjX?79ITOcgt&i%g<5=ovDL)Y%AH7hY7w!0&4X&10I4eDgSn& ztNQb)?^i+$4mS(|=^PrC2}BIlZAD#v=$&TAy+o9Apj?ty9}Ntzc2e6Mc0903%C;eP zHcSkW)*ny(%)PhzgDGCMj}UU|e!na8+t9h=kRpA!>7#c71GclwK;mJ3k5aJk1|8iu zq*fm%DL33V5Hrf0+m6~-L>eoa9WW7LVAZFj__R)4k`;J~4mnknFLkEit-w(BZ%I+M zfQKl?pfL9>qF(JlO3d5bJ^8*@kvWbE4jpv*Huh31J|m^g!6j}n))THxVVe>sXzk;x z_1rhdcgwRb1+0+ETm~$atqE^sk2}28|3N$)UX?m*TUvmpZdkEBI^$4{NltIio=o^G zo`caqyme#uJt@jE4cOnFgn?_!gZu`7h?8{=& zPwbqmFW8}K{rbF3qWk)gWq83|s%x-QAIe?eM6H%j%TfquEPtis1;2chg+9{NzDO(o zJoVs#P2FW%K@fLZ^z5tT`F8qnsat9QF}BK^|2zAATFLHQu=fGm11jj#6+zT#xn1+< zcVd?OXUm1|MJ-E&X8)_0tOcU&a`;$*EBl{i8m*^5Hs5J94|vSWoawrRK)fZG4AW;& z8hlBpT@mH4{2{FCFCSM0P>m!8M%vWd14&O5oDOuPRa0OWr&YBN*39U+&i6dq) zFS#~=0HjGKCBMAgz%fLB&irb>hHE*s@9B_dml3Bihe)!mI5Wh^wLkg!`K(hfTDhqp zwS}{|O2A3I7_q8(9bATI#f^*)#{aY-@eu&9AHM^aOBFdbrWO?EVfZ0S=r1S0J(AD- z=5IW0cc|^PPd2}va+pWc@tzLIr-KRZc=M{)2G98q+1ei5pr#A)OGg8X30k|&Nyu)9 ze6}07nT9m^d9S=ieQfo3%;*m@%7pH1i-nDY-6L&t zZI}S{xbpi$Se2tmpISWPL2X`qjn_h=E5__}$&2e6Ee})fX04XmE4`E!(kEjgA3o6; z&gh8Cs*YjiMR&{)Lkn%hI}R(Hexl7R1VA_uJuwpKyNC7mvHdRK+>2**R7-dg`n?8* z?MMPrLR2_`aWkA5g2C1fAZ{l2K4wf98P06B^6J{b+Z3$mJ0I2H7n)4$&=l1QzM0wDw_TCi5GF_zR_A4#BWb@!1=~# z-3hkA2@z`|CP4WQ_g#nR_qre``Vcwq$kSqVztb0qg=)iQ0h=h#B&(qPt|i6vlTadg zEKYe#<3T5Rzd@HA@aaun2zkML!!6(XTX&SR(mJPYiIT3j<+3YFF)ko3Nbumk%-3{1 z&T)E#p}WzJZ+6UF6Gn1Oq#M5LU4;))u-~Ig`fPHpe(g7>BJW|+nSsh(_n3&qP>zei zRaR-5)mI#b{OMFrhfT1d!yh>@N-wh%N0(^I_VUeHN~d)S*BG#`d;V^r>>V!MF^EI2 zuaR5rKP*uSO*Or29p!lBRjNNPsGZDm8!j}`a5sa5gvN`%+l zsE?Z~ZFzG1K#4r6xPj^_cr}n^*1O-6_v2fGz!MUbFo%MS3=dsNm z1@#xpZo}FM=aUBCl^)#R{_$B~xPS$9RB`9xl{6#0Ub-X_9uqiVY350=`Z9F-;p6f{ zpB_KBN^xuy?Py}LqZdOXwrVaPXZK~TD_P9gn&y4Rj6^R^XP=sLqpjzI=$q!|^9s9G z&mL(zscT6NU}@KJX}hJCn7UWvt4sR)y0%yCJytKnXz>j2c`?#=b=Vi2c?T0V0CR^1 zFCx6?$G^6xsw|LDWT#g;f+98Wmx3a&B{NE2Vb%^;Rx=CN=Gl9TzpgG=yd+_P#~#jh zPclTEHjQgh`Q}nDl&g}%Z`w%Q5bE7DdOy@=RFgF{mAD_hUT^$Y6{U+nE|+b;X{9f{ zUAAM~v33C0@j&s^l0ZrJ{;g^eYnJIDdQ<9yK-Z5myY@iZPA?jTUKd+MlSRV?T zN`rQ{SkeMn6(u!`yTkUo0VHAeon#z<5EYm7pw%Bevk~{h-_z?JO#Tn^YictYyT68B z=To)l9_7yaK%pPfjz1i17u&TiT+1X_RH=rE&uR3EeEkCZdV7ffZ|apo$s75SCmz|@ zB&sO8O694@U#-8#N32SGG!ixHt1!wR@49`eKupxU<$lWx4WkJ)QsV~V42D`_YU}D7 zSJfK~q=r+@u83hC+4{%24f3wc@eP+n$-nLSDY8)h6JzPk1A3Wr#a6Z5@XQYn% zcQ+3ANZwJh>^}b}rr^^dhMwW*)tc0{YqGy#@Tnpm(IqdEoUUkvlQCj?pPqVtj+V%B ziuWyq3ZH?D?{0NJ{y^oMPeP`!6FZJIlBECW?d;=rC zPrZJBxo7lYr&sx(5AhUa?+zi>1O1x7{ImXoAOOPDYB*O!|6TD_{ldwoZ8fA()Rp)1 z{w$rNUc~i5HD&ci3*ZsZu_AUO< z9!}X1e`T~dE`ZRPGvNC@^UT-PN@z2~oerRA2@}R~do>qcRo3^C>S?dLMI)Q8tWXAY zM1JS3wea)@tF?zh*AYiaWu^~RHX(2DkL7SQlb4u%+4+>g20PPZ51X z2&`b~^b&Tvcm=G`n0A0@8A5WE8X!OHbP9H5(!Q9HiXaD1>yl2sTA~O!UoW{9?d*GK zSa3043im?uY1<@8EI#X_s%rJjSdUq*OLmqQ*bM0=Slc>y+5BuGoi+r0rR2tG@>7Z$ z#3zf5FOnFzy3o?~!N_u%x-pM4^2O5~_P;+URJ1&v2Nvo1kTE7o-&;9zW&IW{8tBmX zN6*Y}#<`AJ2u9b(DKv!N_nL^~ZuW_tmF)f@q8JIG_swpVlPf@<<+` zh2097M4e9hy2;^dErEg}Oq9e5pziVkk;M~2x5F}oGGo4xc0dFng z&r~tgt~ zK%e8`T6$Gxp_#NVRxbJF5CfqQbC*H7t`HE!vK@KuU>a7~C5)n9Le%MRMq?YW7!yk4 zhRRY2S(-8)yT2wP&z1G%qT0C|fa+K(NS&y-Fm6qu0g|05iJ~ zZCqdBS_jB{_>(2Kd?}jCuVn#UmqL1Si(ks?K3m?fbRTQnK&yiM(rOP&3w>%gDfM1= zVOqbnB>t7RH=ctcEEb=ddSekw(u+IFm6oTEX{CJQ8XPSy_HnJRMI7wh$v%^T;#53* z+!=7IBv=kZnz_#Ii9}O1XIa_uv1?j_!>V8RKQwe$yJUZNja1U?a`qfbnHW>bXtKHk zQMFu*)%_36@qWQU%Fg5TQ)B6l@q8a_%0u^0uHBWT^Wlq!zQlW-gkZllccH@TPITKn zBGlY3pfu!isIMa%G(5kEyE&!xV6$>ugHZJQoljMS9L(bCdZAm}XVVY7=a+OH;|%>6 zt6Jk=73HG)=V4 zncdi_FjVF9o%hS+JUSrWO0{FI(w7$-ov_hW-6o|cUR2#Tl<;q1*I$BJM4ifZ;leDH z3E{5UBNW_-bIs>#gSLoIvc8<;y;WA2q|Ph!wv&|oO7VwQ{(tIYiL zXi>I=85p?cKLh8})yy1`pA?ZW8{jQShn(;aI(x1f`Bdm0b1I~~=Bh~>nv*Jfjt+EU zW4#A)R5q_y{!GU9Nk*Pq+QmSdn@BcJT+-AQGKQ;pDDj@AfI*nz;APf6No)A9 zuea?$=Fx?Zxpww9G-#(Ch#unr?q#I7w}SnFZiC!n>rou4Y$NT}=b# zQIXz!Auhgb-G)gN2SD_tEjP3CD}v1&xNZ7@fM7!pBFF_F6Op7m3DwUwf1KO&#Q?VC zs`91m;cR*!tFy*zxv9Ysy*uuJKB%$J zx$%2PR<0Cnr**atsrUb4>f7U)Zr}Ko;!#PDPL9z5p(R8PA?Yd1sm*bSh}ev>P|ngL zIw0pWmD4bXvT4Lp4uudi+MIHl%#7HEIsERPzQ5n=_xYp0vh8z!uFrj6*ZX?E-xuNk zo(QuKkI`RgVnmd9&EH^xW@j>Ao|k3NR|&ck8>qHejNA8I%e$laArt!(*yH%K;Wsow zS}g9FA$tkEw@b~Vs|6ajsi_D2O)=SY&U6M_7n>5#F`T2!iBlfb1!SDeylF;rQNuO| zmBN{nooAu)>MfWj=wz{rr{zSu0Gv12y3jW7d{ozR?&8PXj75tkeTeDY{xo6&MrNZT zcX=a(F8XUlDkASm6i?M8RN1_nb+S`hxA3Tf4!B3y@ z{Q+i%LaIoJyu`%t#OsM32YKF^xgQA6*P`m!&amQD>x`j zsjm65IoytMlqz=f?8}>7)<QRk5K)kg}C8&a&b{#xeX(Nb`FqX5k;A>L5h>$QCq?d?_cHz7y3Z%N< zfedDPn|PkX>ZS$MNU6s%R7$bBsT;22Ae8X|-&mm^nnMC_z?MIZL-T_4C80|LGHB4t5+6`yPmYq zb)AZ-;y&W4hF9HaF3O-+aUEsD`n7SXZ2d7-@xlhN#2RdH>%6G8;ri80b^JDP;5%3H z`^DJ019^FzdyL|O{D~^b)77jgV25F%#tx= z4^E_UG=e}KD#T&@+#cemRo&}(W?rYmO1#XyhCYhzz7y+DZ*xcs3p)<2JRhHJDdr`9 z(HXRa6*8M=FMDOCxU+OtzULObDZlI3!hS3Jb!gAu#U9jW_XWLuo!jn7(bLLf68FL& z+Ou=I7Q}8ZpOPBqH8ynQ+kEQID1sCY-g9?Gm&_5%?ix2hVVOKvv-z&|p3=YzM;&LV zhN~3Vy(a0Fg5t4C_<|IA&HqG`oB77aOE7*I`K()JNW?SNpPv$OO!{%X=j?qk#}}nV zyS#^wEJ^%;p0+Ug{43~lihjaa8p`6|Z>W4wVZlfzZJ3vLMCkS8JEG{p+sB#`Q2G7E zJLa^zL)r1~hD!s@e6Y-tG;O?}UJQB+=5pTldK~RLhey^N_P29+KU$@I7&H+teX$jl zs8FHx9etxu*pAoGczHAbumm#fI+#FNvUAAp@+V+olQrlVcH{YuSzW~Y7u`1)%I9a* z@fY3xjiGWSLlQ8l<8)?)8XA?q@Q648D!V(1?}z)^2ws6x7}-a=4~3W zgh>}DozeGoAzC^DP(X(7^hj&^`sJiaXwq}s)(ZrwugMDp&AFFpUDf{*sw^VV zH|}PaJJSB)U8Oa@$)-!(sT%pm8|I>q*^pvDrCe}AT6djc81p1D-(-nu96h7&ko=o_ zuun-}_63GcC8Y*GjOl|d-99s>f+B8_1^(h@lBGR2= zGUM7)=T~dmDFJ0mV+SX>2YLFo5`)i$PKCd(AaDKFm5rb_G`*w+A#!2#p*QXE3Q}&D zqc_nqhgT!rzv*b6L;f#y*Gk=brSkEXT4I zI}@nqBw(SK8U`6GI_|mg9ZX%>ZjIW8C6Y8FrPH&OR4-7ZOoS044R7%pnE+*|3p|Bm z)*VyUH%^+HpD8{WmmoGit7qAAE2b}fcgPJTMcLM-$Xe@rvjfS!viN6rk|eBn9~rDw zi`?jz{LY!uu8FGakajPX2nz^X-9PBZ)XFgKTW1xN@dhG4Yj{Zxg`YLA=|gOGxs*GKdbQPt@y=kw?6cxeg zBR!A1A!`BNKeubG(`5lej<3R7Sx7iMr|P_~TTfhPl?`Ii-6?!?lULjp?=}_@_b8^1 z5hnAUD}x$4XmNS>cS->ACQZ2#1I0fjYvqo-zrKFM+H}rqBpfFsOkfu8;)tleZ039t zbuazk{Y}S0_5ZE*_tuLVz38Jp0T#$+zW~n}iPERdcnY7}Q%Ypz%BVNt)`L@|`OyY7 zs1K=I4{|A@WzmdC?M8K2PcUa-V+Ql?HO5zw8?ACZf{l2CDouw9*OU{@&D8q zV(`tz`A|b4v|xZ|K;Ew?T;HcM9j}IzhY5PWxvcTQtPZDFZci;YyuTY1sR*|b+M7&! z+(~C<)7Jau%U_Wnjv*89%jg91%0Y~mxo4v4VLOCCT3d(ks{u+;O5|-`z{0M+B-nO; zCFZ7ks zPYgj`-MFWqAuJ}3C91da#!=K~v*4EZh+|R=cmy-mU_)7gi-M`rOQ#y{8nYbA_S4&Y zS4KI~|FG!Fv&9sHrmFRC!MSNaSqqlWe|Ej-9VfZ0vpMdupgR@u6}1_3%aQ&Lx4}*Q z+%~v^&~q8P=16)>4Q^ecY307O33%HxS#Ghe`c#WutPe$Q|5R_?TrhC=<`r?Anak$l zcG@jqH|oa3E9@vS|NknhyB)&!X#cbYAtrL#=JuTlxE*1J%$N)d-dR5(=LZz|I@3qq#BgNJ4*A`!W3%oPgd}AnW2FuV{`(7 zR02|o(S{NO-$904SzVk=C=PvLEXeD@Spd-W5mI_(n`H8WQ;H+Mvj4&5do$7y+kL#b zkQZTsE+<|ZcAk|JF7drAYH&7@YEdM~gjJ!L5!4LVGL;*&2%`SB$ty%{#8jIws;Yl1 z*e|dTg=jCv?1#K;PI!4vUg+8XpX}%OxDJcdI+UEekrR53YLF(umk*MQ3k9gq@dC~k zp|YdW`Jv1`v~xNx_377t_eP&6yw@Q%zA9M`Q;i@Dh$v=Pa`xU8Fp(^(7&o>ZU|4@ft6WeDA zNR02ZgDL@`2~aHRESUj~@Wqv1U&8U|nw5I9>x_uD!gg)IC6p{fuT9U6&9$#xAr5WT zr2u@jb=BcL_^ZBt4zzy=-xo|cHc5$@&|kEXHVykVdP`uE^{QMBLfAKN{zEVt#R8uP z4uKU|eoxy&q`UgM?`wLhD1P9=n~sM!7$HMCYjdu_r%N&G<8sruK4jT$`uXbtpaFH^IWo-{S z>spny>Y+=zz#~p+sGyQG-l99LCt2!rGV&(l0>E1o3d*@p`Du7=-O~;7rKf4`(qD%j z;7RTNwhD3nW0;E0q*`Hk5U+UV%dhB3e9w8!%;wcdhsu6B?bFcy;t_|^c&9S;kt}in z)2iV$p@i8!{mh%^9t~}pyWAOwXZAaGH(tp6aq9XOl>)D_Y$Qb_D7su;xxtz4HudDO zmv#_`x0V=hTF6JW&LU54E$r3ZF7B2_rrQ!BBpIZen=HOb z%FyAkt3~tV)8xLIcizem!d~fAqpOXB2pVu@!Noj^GS*F z)nNx&;k=XtgVyb!5u^xe+>!yQejh&2aW640yJv+=99-ywJ^pd)W#5#QG(&$NQFR6c3SN8ZdN-ZeluP=ksB98SJyr^4pAcb(}zykdI%;Bd|ZxyCR1 zj%+-m>8G{5)!v@a6qlUpYqGSFH`#45v2v0SaprHgx%%;YCeB=ckC}k*H?kA3!7TEJ zj-lVHDWGfD-g5+Mk90L@Z#t&`L7Xmz_82TC*U0o-yX(B7vpG^cky(EhW&dj1n@;Kr zp%Sq85$cM*=^=3p(9G4eg^8tuPfP62?n*@Qmg-YbJov%f%^HMm8>T;F04#Q?UTZ*{ zN&Zqp)R?@x;0)QqU(N?zFXNa#ly~NDwaU&T$-lWj7Rn4(s_%hcV=gl}YO9F{CC>c4 zejsU=vDfLhoW|C&qz^BFob%eJnaqLK8wrAYriakI$^rD6-G8Ug&D$Tipb@Dpk8Kvb zhl=V!RKp{<7_Ab4BkckK8z0J;GL3dpEwy12tS9*)&NHueI7iTZ7c7D$pILl`_~d3$ zbAv!t;2(q=B%nL_LYR7v>AG^*o2E2N=@23xZJ3GEz&3Z3){Ul$*F`X)uKP+`RMNsb z638cm9^cwa>S6meD60?JBGIUh`tf)6uvCNX=}NloFBNtXt?WQy*<4p^BK4Ly2I1i8FQwbOUEPa8hq8eLB z_@)+wm@;@8zHWMuAhH<(pqXlGTHQER3gkp17!%HG%lG{}O-UG@ z{Aoi+>HAcR4efe}GQMBcL>NWbBp&p3tZL<~Av(XdDM5>{6<8}h?_T2ANz}2B9qHN3YeT|%*_T49Bt>xp|DN4csb^Ok?DO3N?cSEpQ zWTjZ(L)hcb9gAr|P-5b+N!z&!;Sbg<@a0cj59*ZSLcZ+VQul6jbq~J6%k5{_*`Z8?wjdL9> zazsWVW-`dV)T?z=4*NkZsW!o%{ulv*vW`8Ujer?hs(l(p7$lErh8};o)Q*{Z_iNBz z_d@#4T>V&-kY;#C4#FhDVDriDA;Pzm6AEmq%)JdA zz=I{bqjknmQ~nW+%avOXK4PptC3$nDvBR>J@DCv#*v(wDP9ygOiMs+9sd3p=L*o6v zt9R6BX*o#9UQ|p`=@IrXp7F))PTxd1CIhFl;HjMrP_QE$oyu$I3OoET4=b29&aV{i z>{H#O$+|C9@Z9FK>5haX*nfq%_NxD9{EoXM=?Q(pWMPn1mDwF?Sps$%ZDp@!Gso(9b>!v5HT-5^X!aMH{ z98BTlzqC=TZn$-+ZrZ62!TxBsk%`*#sKyki&<=7|3^s40m=UIa4NGw;5V~VNpQ_x; zTDFu-RnL+h9ui!f8{6shmPwx~MjEsIP=lVjmh8$9MeNNlw_>Q_%c-5nFm?3PwBLTL zd{X<_OY>l|5U^#ua}E~Wam4s*DibTG(ehvzYWVg(y<{XTSNSor?UZ_o*EyA=^9fPT za(|r>?;QYLPrq7WgneWIdkt#3yLo1_S3>vkw7w%iXf++wGMhU-q*EiAytD?huuGNnN^7Y)Cs_1I zb528idXmJ%+H322r@;pi`v)I5i-bhzHo>Z7lDiULPwH!+qYJ_F61c~FZwH;9H?f+- zovSV^;^pHT&}{_C?RrF#m*pD=6KuVWHLcxUR2g($<-%p!n=UDxb3v*jqw$Z@ovIB| z$iqHTzZ?1nSniEQ0Q=BF?PFmVZ7k(=Jq*TnFDaOfKJU90a4vnr{lDo5CbJNgl> zRkr>^3TIk&*h@O)0)CaI7L#8+Ts9!CV;`jX8|A^v=ORbYhWj3V*FP;>TW2PBF2MA; z)}_WO#a$Ei6?%4cb+$B>noCa}W)mQ8tucU1mqM94*aYOH!#SbT&jCq7?tJa2hj+WA z2V)#?6n)OJLEuHRcbn3y587E69Cli1zdI*^W*LB<7&9lo{0jccr9r!@4z~FQ0R>6* z&ad%6R28)Xu6jFVE`mVF9tsb$a*n%+zmkm|6hL8c@PCJv>1GH=5HG7uRdT2tKz`4v z0e~%6$=T68|1S1cjJ>nm;Dzs|q`!YJ2Z$IDDt9(y?HR7z6g9?H<;P*!_cEoH!V_~W zcyt-I`7@<3rf8-W{k<~0F@)7I{N#Q~NM}7;ptK#3Rl78L%LA)8MXs^>Z+F@fCw)4c zMlfR!8fWOx@$&xSY_jkvibcrjgbq-OkToGtbCj@T41x@6#nA}6f z_WdMWM+TwX^6Hn}8v$RdA06K$GyL;EDX{Tg+Qn`5$SXAa}#(j$Io^cu{_FY>Hh+NVkgDM*If zm3y%bfgbDEd^--WMAyn|)aK;Fge-6-!cg0#Qt)a`rKiaj$@!l1=c%t+lvjkQX8ux>hT#UM=0s54-|z`!D|h`W5a z36?N?9uZE2Fu&T#dadQ?^&em(%9-ul+O6Q9^#fUCt8%3uJQsJcb(MwpfrK=x_IM*a z`_KC@2{eS7tqXr8@M9zvpYgw5vLL2K!3|1>gX_{7Eg>&&VjH?H?p^R+tnx?R+* zk~kUuwNL&+A=|3{ppR3KTJH0SD ze5uK$d#I1GCv=tDN5G~A+$dx6BA@9Y4P(;^V~&K!FNnF){9#7Jo<#59U}*ZJ*3`mZ zDtJ~+drJJ{JPZc<(HUh^f<5!Yh}J3N=V*ysH0&C#M@mw)-F|vU6Na~agf7;}tApBh zpJ~<-^2?8$kIaWn-5hXr^3@L%S1)x!q>~wr3uSK&2Z|OxCa~NO@7gbi z{c%b);VlP8`EF-o@BW0(K&y;x75NXNgliMh$1;tIQp8kqO;h8#g{hV%$XKDhMA>AB zZYwK7(zwojZHfU`8yagDz=m|XRDI)2(tW=#U;qj)8$(z=4$d#MXV9MZk;Xlj1;K)gRQINrSjn(Mx~rcifGbNUMEaA{5G#G`ne5#WO|kTlbtZ=VE9-DSgk z72@WO@#Z3CQg-&BPN`3&F?g>OmvmmUDXQ)?%8fC^j}v`wHkvxoC*LL%#!#+22hZ$G z+!dO}u?R;CWGn;8K!xpy(En`y^p8u7#bYNYWZM4-asl{V*B!f5OMMtg!HuNX=Pr!j z-tn#|dPz0*t{31BKgeNk6xHSXDep;pmisj5d7(f=`fGuJ&0HTMK}#O{lCD)tkHeFO z-}sA2-eFBgU!Vr*96>z1k5bU674R~p=hyEjDY{ zCE>rWS0D(f;8qpy%n#-IFTCZF30j4P0*d&N0anCA zu}6iiW){f(D0DC68h;5!_z+dLNVx47IK@_VW!OQx&mJBY%XaGR@GH@NC5W-tvKcg0;IS0$P>b7o9-;UJ|sQH@>>+I!qp)2QUCacC^^&v$P!$;~@<2OWN@l zbh&Fy?HPqJ!-ovv1B4=qQ9Fr{Nx9a8R}zBKVB2rGdK>OCAeknv|14*=TscnzP2GaQ z=OY%BzyRT=CjR*G4Fo#EZ2Jzfp^oYEW$)uOva3nYRzno^$NzgRZh{2~nG`(MKKkIG z;5KNmm!?X0r+&*1*|HPoxMROtmonIXDEJ zTwf_<8X_^Y5`oTv{S}Y6hX{Gt9?|k}a*{-CPh0QOD`pwD|K#EOv}+A@gbC;{S6-t_ z{16o6apU*iY7Qe_={<=vgeqvHQ2l-)Sc9neJ^P#79&JC<14oPHvNbJ@SKYdG`>ELd zW4ZxwQ%kkzs>HUNL>La3qfgiQC`WsF6$1umaLJAN z={G;iM1TOm37mlRJNPg%Yzd5&1R+KCO^O4mGC`lLD*<+(NAgH<#LXg*} zxGro+0Lw)y#_zgwE9gWU`U1TG|5X(oQ~}tM8Yw#uhVOZbNcnUG zSAMbkTbl=lLfx=a#lkSx-0?)1p>1}a~ zFt^Z+!Td|MI7JQVe_ismX%RVrZQvU!{J;b`R&MimZ#EQ; zCyTywG(j4t&ai$6Zop~x;&n&Rjt+Ou3Y5Mg@&^)Svn@T1^%VA7^gz;k$N80yq$KQ+ zL&JB=6xZsG#o(+7)JV&};+Sqe4RyED$Rl}jf%~6)(fR%H)V4iR-`8B{mY^{H6Zwhi z^3~H-Zu*dPe_Acm&THa zs{79pfG*I3TYGZMUxRTFE---uQFh@hmj#Qbix!dl!7p5nh-A22H3zqrmMXGvAx zgBgKgJ44b{?$Jqd;bUv=BRdsTt;Fe!yd*6-;#&P=eQV%1+QMWLndBHPPLz##W{&(k z@~@7^0_He&$Bi2kSbMPt{Y%?@)bd0VoJU_w=@&UPen<7fC25wZpSfo&f7;!}H=0)Vd)!t8>No4XT(3vxsS1py>5Zd^H+zA2>JXw4Q@nz@xSAM^o648Z7F)t^OTNxuIvD(zDfy z9$S`XDc`hU6rp_P_oh_-8<_K5qf#TYSuhH2_z4kkh$IZBk7Zo3PBN`{(!QP2(jq1{ zcI|RnrK>lYhrbcDD<-O{j^F>c==NTbQ zq+6`(S$P#?%QvPf#AQQNgnsHFNnQwEacJV+DFC`sd)yNy@5ldfoBa#`zYzE4RYiU( z;h9r)&0~Rq4cYwEEkE&=y5_se|BNMd$=-Fn&Oce>X5_v2#x~%Cz#deymx1d8kS`8i zw99Yy6U0ppZF&S9TVTZdNIt>|j}y+go1Uwax47FId=1CxA8KA7Is%Ff%b! z8aU=Nf{Zg+&xR<3U+ASH&DSeyo}7cP{|V9Y)!(n~QqZAz>6Mjfmy$)fa(Bh=Vl7Z% zYEcK30vzK*+C{sLXvI#K9Ik%GLK{9C9vKS`M}HXA4>^0_mB(r`*$8rw#oy~b81XYI zSlu%#9?LsLXw3_AR$3c1ZGXXek#>F0utPu$dE~JspTS^mcwlJjCF4ppBjkGKF>Hqt z!5P-PuSZbTU+4nfHASRsy8EWW$&%U~{_|RrA&@FLE_?CIKD;c*l-pY#=P^9Ws{T&i z!$e3M-0mbx;~BA4#>pX-JDK{uI@kEZ(2jEv61oCz)eS{wwgFqIh#Nmsn)ZrQ&P17n z74;-HTz%?%fnF-%VUk^wkZkI?$kHpaoJy9sckCNyFr?PZ+=Hpk-J-VPQnO5Lj6?l< zQ~vK!C;^T_yYR%oF4-X|{+J0?Z71%rjJ1VckH|UD8_gJg-&f=s(-;9g@VdqFu$5#5 zhd=#s26?=0U`Xv7XB``~1LeFymIq{JfF{DHi}Oz}HFFRSD>=g}%J_zY$$Ezgb10UP zR$y6n*~mLfh(}9NlEoGZ@WRg4G!q)o?KMKuN5r6VPg5u_3I)u5By6jqv2+~(`U2_t z%hgNnPA)QwGML;hIV-BhCz=9>NmTa zE+g0DL}iBU)T}J9jjJ8tHJl|D3M5Ou zul1H{6HpC4cw*zjbPncPRjc5m;F9NyL53FM)z1xoiWP98+kY1``9)+7^8xnMPMI$9 z*7XLZ-JM}^!FqPI&w@MzAvs^Z?I}N3)vzF?YdqgT?xi6(!Z~%r&RI>3&xG7oPF+bP zgSSJ;#GP6xoepQE)fG0T$>K?AErhDc+opXkikIw7ectE~3@KgFI~+SfHs)pNyPX;1 zX7+98sBNZ<_IK0p%+Vxr!KOiw%u9gz3v!`@B7pSZ-DY{WAm6qITbn=6vV~mfoXuSS zs-VA$KAJ2QN-{#1q;$FFw{Gd%oW&Zhtog&??3^A`#+bi;JiWrGV&YFOML@^jO`HE8 z)V^-YA0XE>?1wA6{L{iG;`Z&%OVu)`pR=4LdI#x!A6_3LHaCNO#_NO5{u}Ft3!{ct zw$~h^jl=WJg@-G@ie%IY_|6C5vD%1LrK9V0oDy@z#J&6dK>H3rz5>ebcl7c5Hk`UxUdYm={!n2G9YIwrkF(xXA*ZX&1S;3$5urP}`oj-K=`{_*`1 zO+vF^M##=71>yd}*mxF|*r1?YeGj6oXvQuaW4uK=LwC$loqN)T4jjx5u0r2H? zCnExh)y8jY6Y8UDnCQWJg#Q&N?2{ns5snJI!Z4hKfQ|4JA|y|oY;CIE4B5thLh(fSzw{*!#njC$pSk`DoWv*cp}SG2b4m`%GmV_%15OU2QbL(w{osGL`xRDzK1)4 zyD;%IhIGbXYv4?Yx|;%SKoigbt*16gUa5&lrIEIHmw#UT!M$D?QOLHG^PCGHE*nF4 zS^x@f#+19u<}2{A2K^~>!0++*_1jqT)cFDjDQkjZx0aP;bX1XcaFLvt*38*c5IBFR zCSO*zi!CdC&kgd-L7oj`mj zNC|}VGs7>9D5$sWk>%v%HLokeOoTz}Q9j@z^^IwedV2isy))0v%a#n2D3hv(Lu+rv zz!EzJKf)4Vk+0;ih8xaV?$PKiDH?S&Ea?E;()G!Gv*M)fdpWC9k!hFi{p`NeuN&}h z)gh1eJ5MMVQtwR35M2X%HdfMx&T$Y$>=oKQvjfY(E)=+I5deJx!u#rS5K%0c1vNu1 z4%Uut-M)B?DFK^{P6M@+Ik~D|^<1%x6xZnNjt|`Q$wM~@$MC0=8|}<4JxLhmKB1JI zK#1VVM{oOxR*)*|ITOO0} z4e6J`l>!2IA7z#Dv4M`2I+MKqe9+jt+NX0U9QX5 z+Ub?4U9PYl`Jmx?u#Sjk)qMh>=3FK5YD;OIVSNcdR`5BKfq3&wIIF@sAl7L73QgJ zLh^&m7W-Bs(To*S{lDEhQp|X7the6|Wb84s-9&XX9Xly6_563VK?nO`vIgv|8dmm% zvN@S!G%S!d`;+%q(G#VnS1-~IlO)MWe}|NqX1;m8arYaQ`z!8%wfCO@!+^{zJ6S1L zN>CidpLZQ1HY+%W91y5@@Bi~b_y@HMLqlpGwCrRD7d!{vtn_}kJ1lTF5ifV2RqiM? zS5TxMEsy|3`&Jf2L3&s`Cp9CM^=ar+^j$Cr!9*^pcHifoT!60`+C`Sh#ir{Tq?$VM zlIG#2DWDdfnhh=4vT6`MSX*bk8%bwyuSNo^80X@l*tBNDrW8@FF zfLKKFhE0T8%0mU%lOC-qr&-IqBj*%*XE%+oLvaPbC($8OO+1~6TMa33O{Cq&OtN;!xY#^mpY!NSM*w*{NZDF^t_iy$IZck-Hl{h|K%GdCCA+ z4UieGoikO0^ut$g6=Uh;??xMUe1q{(lq@n;H}^viIAZoZDzcX=1T>htG*mV!JNH&` zs?MXr7^2dtmcWtharO4v+lV|lDbBoLHr0>^Gk^~2=dY-@HvyVM0VfA6i^m#UvY%DW z8O=KI#~H^8;L8@NpbSiX&yM~ou>zO<*fZ!{-rXxneydxIcM{HP|IiLd2=+6hJ1>Vz zwlrUriTp-~?7q2iTdze?f#L}ifUnZJWHn_kUX%5C+O{u=R+C8cgoDwlwbheYcBMy{ zzMP=L8d5r6brIB-&0|d8P7eLOwHwTmZ$MueZZUo!B|acRx|YPaSi#5v!YVsO>4Tj2 z6ii&@-g;lgyV{1L$zScD4#mV!92o9Fo;*gQi|u?6SwA}0<=sghzE%Vi;)mb+}fWU z>9;AqRzR?lM&U6c?9J63&6I*0*!OqM&c`#R6j*~}pP(bG zzrE!_H~Ya#mRLr%dzQ4Td68@xwQg%6!BRRM+o7n)$%3Wkl54GigG~eZ?m%!*y)>-| zg|C`9G_IEkUDYmXxhx6td z{lDm7Hwyw--&ORlYXv893uhhVp#c4*YS%vjf0Ds- z3ZV5y20kUx3s@3BklF9^_;O`x%|@_dtdEp}R{{^1dK1A#5BEYCaD*U`uuVPfbAEk9 z*5MVI_0n{Av5(a#)%E?PP4s%WBr+oPq15A+vYmy;RPR^cf*F~0o9x~TV`_DOV{)Mk z?PdWkyt&1C@#9#lvQEBzw&`wJ1m%;0atb*~1r~Sou5QxsBS_!fS3s)Th!lE-6mMiU zoHw_5zt^#6Ab8cCT4ks7qRb;~UJ721ab!6#)LRORSM8A!1x6kN;{Nn4a=?v2J<>KL zBYc)l>C@1%Vc!OI3))fUj-?)~-2oiVLi&)nZo;#^kX2OJTxh{2ix-cbtSvHd?KGA< z`&$oxh_??ys|olMMtrqptrz6~r^J$Ka{9?37yOhmB(F-itX(o-2MJ$9E}k2m&Xim% zAA#iZhPN=^8I}?=@2kwkUt~!bMTtF3AG4AiX7kiE#H3iC4OaMKNRxvL;VVH`ibaLe zjFGWXe@SDIJ?rAh0mz`I6wcFdnFPCtGYtGX>DZE#M+9_<=5Ll=J^5Z!I3E86#%F@Q z5YQgHuVtrWqSA;jrY*hruGqmV14Q|={R(FsZ20BQwFM|STQZ3_xNhrY_4KC+)FM8`AU9H8E)Uv&A8@Fxt91t|_s3C2xN)ib3a-t=+j<&-V+=Z|{LQPt@@qc* z#4?Yikbkfz;?g7&{@KnPu&YMi0KP<7doFKqpV~L$QgKGuh-s2hN+Cs0-s4X@qN_;L zR@M7|obc*a-3(ZQ*5j2FS>#!(aeASJ9wKRnPcEW^hRU5BFP1s~wdT_8PN`wHpiU)l7wW=hi>fOF`Vr#iO;9~L6n|s_l$n5oo6BxPg_$HmJ zrtLTv*8Q$lf9BG4+L->kUeVK5AuF`63N|T9WkYKf8dk5^C$K_}(+8tqBGN3?`v#h^ zSq;hhc|9*P=#R=9GAqbq*-s*&HmiL`M2I-PXmnHvb z_=DQo8!_x#OaIrQ`BW5j-XNhtKvLsFaa5=M&4MHMyo6q@>(;}9yo);2xx>U;&Hwg| zBwg)%9zDKQ**z@#TDU&V^!n>A!E8+P#8A`3a%}|p>;R$QlJ|!(1-+I>5+pFe zT$Ov+*pxOf_8?P9*ky9?f`%}(@*;+@_94B@H`ljKP zK)cJT)%`A#7!t7+yTi;xPGiMdqvlae8YUUY&mOc2DquE+45oJ(et7_VFnQGCJ<8?^ z1HpD1$Gx#Tk0d1AH?N&kO}{hrv5p1Pc%daXlwr!hHJrTen^<KJh}FPB}aF3Eu9&%-W$61rqli5%;OJKBqZ`?s9ZAn-nlZTbN>o&)LBa{8ph_i zlbeGm8 z5^hE5p+z=*gm>BZHH(@Y)9WWZ%gnA<$h>(*Ce$mpL_c->R#4u|L+`--klms8nw%!o zcj_Szr_4(@?`;EnI@Dwj;O@ISd~`zjzxK+lP>QVS$zr@6;-wHWyI))T%^ob#QOp6Frx=eke0e3yKnY;j|Y=AR}f7mV|+!Ff4L2s%$3(q6W0@$HQP#n@BK z@t=Q_4G328ob+%?9?+zyX;@`To~msa zV0-0S4z6^SD;Mz`e=w1MG2kN5^ti$F!%ht z=}hWrEMdJ~>2_z8BzQFj(jVqc^t`tAS`&zfj~8*KGjqa3i`DzLtVJJ%S9uHt&=b3> zwh;OCo~!PKB@yTC3Wk-g4Cya!K1=i9(FfySj^2tH{#9Fv#iZr24qgqR#o}C0`ESp& zO&CFcW)w!sfr&O>=ft&^i;#{2Lp~oW*=r!K2&33$BN;LB7=AR^tGZ8QizBZdEBt{V z;D=6BA630iO%|_}))>cazAkt~uskc&3L46z#L?{gZ{!+5?Yyi)tI-Wu2#k0}4PGm_ z0!-QaBY&4e!nbdmw%hw^9r9fzbmJKlDh5x&59;hEXCfw!}y}2}! zG@bzsl+XOLjmfe`*xy&xA*)qWPvLPn~kO|V582_-2$x1ti$ zF8R;J&-dqa6)+e0O|XxtmxoLAu`iEYBzWs11k>tDFJNB=0{o)bw&Jt&>+t+EO6yLs zBG>jIK#V3#E*&ZlZFx-UtOLp;`Vl@hGwGIqk0Hz2GO(*oo{N{y{QaG~%O{a?va+hmQf{-LoT`Wftexy7)8p29Lsst`9hN=CYjRvmYv)CfPitFB) z;ZMgm-;|845MEf@@j1;k09xI@KwgdmS}x&O3v=07#d1`1Q{YjCw}t28bR%xW;olgt zEM}OXiakEyIVnwiTyX(wh(1G5*c^+mQskfF)DH(fkNRW{dos37{P2h}s8SLr=#7$9 zknfw-SdUOl?Ca>pKn%@!J{;nIkpKiimL6%8Q*Z4rlL9Z|1#|;)XaUWF@94(&mj{uBXp-VdcxFs^Wk+_{A1%o_}pTZcKPX zXPN??Z-`>uo*l!4URb0PsoLK}CC;d3-TIR@S04soGrV|T&QD@EA2G$M*PolZiap~W zjlY|zwJPJvc zIAd~!*`0npPxRc|7TLWSQ#1 z=*rg;yZ(FTe4OV%$a>XJEm~k|Le|af(qd7lhSqEeID{OV(#YpDGjA&D*SxNk-aId@ z=TVywC!$rG!i|T=q$Eke5)|Qo`CJFAgdUESuC?ps_UeZ+I-{GIu*h#S=Tt`G=9MqE zT(i`sBVeC~Zp9R}sL_a%G)tnP8b1dIs0wHVJ@$Th><&{Gn^wE4-dI<+PCyNPX6|YK z#Kx^`xAP`p$kfFX>NDmzE${O6Rg1!7sRn?OUgFl*gxn#XQ|eU zZaxKP_j{qv;Q_~y683y*he3N4MI9fm`R;*4vN#y5;g8|1?5DIndQmDD`Cen|{Ijctz2nMc{QTQTv3sX*CJ65u7jLZLh7efjW zzR%l(50%$WRW=hFYT9kPKn}WU`WHx#0(~8IdPn>fh_h0LYDPEqWz?N|y=H3vIFWpM zNumOU?5XF1@2X6#8JW|-Vqae*B_Ncm%u;ol0IPV2?iifw4vSk4ej%ro^uNd@JOa=3 z^1cI80^blx;uHQF2T(y#=E7&%|BC?}LtikToGAIu>9t$S5eL4qfVmf+$C_u#1u_7K z%Zm4$NflH_2-MO+&DI_(@@kbJ#eWzVbi4YB^I=7tuZlr**l)#l2h*e0E_wH_rmc{eZ?c7e^7f zb2;UAihF2?W^aI@UA$U5!py+Q&Cb7O9Uk;HQ!}#MzFC$*PNZG?k7x~u#E{?k=XEG@ z=-TB=ruzuB!+(#yU0BZ+ILf}Lcj*3XuE2->$VM42Y53JuF$eL&qWrURcl?QPr}|d1yqlVT4L3t7l+^gx!MPr_c23 zgGT9Ix1rnDvlVx%|7Jq0NS!2%!Dyj-0qdaP68P0sr3Yl-`i@G8cM<&ALnNnH)=Jo$ z%AkFqv3X@-V*tG5^kSt;LrXf-m~!e@Zwvotbc6EG1x&XclkdK|2Pj8$TgvIh8VuGA zV@Zeg9r{IAR@Cv%NOZ{sY_q~RCI0V-aARi@A(3oVZ^1pK?$t2WBxz=HrB^d^ zDGhXla-S&ge5C;k(VJw@H~@4)^z z=?cxfXoR@rX82dIdF%!0z4%&Fkp*Z|*=8hrFv`_*@77jTaO^+OTT{}JF*BUt15q#b zR$quby9=`C?XevSgXF!DdvC?>IQiK5pT>hbYY&vhM;exVp$==ejuZ`OyqoehwoLMN z&HkBnk^Zotp{hZ<^&qvONY_F8#t|>UC3aCm6WEOfZuyRQ(>mucEY|T+)lzF(CF4Pd zRo-um2Ba@YD(of0Xrstk+HvTjQsd;70>!uex6HtUycqVdRr5hZexVp?Ep$A;b|-&( zAaW>nurXXwdf6K*&z6586`6_P>_!J;mK3twrNjbMWxENYrsc2Ru;jOpo zT?#Ru$Wv%ZdsEfn}w|epsixs(zOLW*q4jQOI5%))_UW`qfPl7)jczEdysw zbMTLPyAg=zyWr;$SJB8Dj zg08YgWj5A>x~V_XjQVqM>Ya3sSVOFVUKjuAi3PH%hh9k^hVzefs!)=xin94ImvOTX4Fq&uBkPNJmx_ zlWJHD>lX9E%sVkj@PA(6+-p_Q($mP{`V0tbJm~%>_vZJpX2R@2$L2D7R2-sH^D29| z&xj=V!cl??%?)Zr@y?m2OG1CXSGDpv(dRd7P!|~RXj-{&l|V3V#T&%CQx2D0qvp8H zz2+YZI(wfU?lf~v{hD}nJVAN6hdh}hkclXXh&kcC+enJyB&Z|n)RX?}j)^yPxT%*n z*sVL@N^AvUX|RkuU?v=rz7qObIAKWsUfO8(Qolo<+et{W!J8d6rKW;<*B+7SH{TZ}GX{_Y7SJM~Ct zE=Ht^dam85DjQuscukzR7>X`FS41+>8Gv}8T_bLK%x znxFZq5j^X+Q;lPviMMiLX^s`7*7OIAP{8&_T}}3{7|?)7k*QT^+H-@sOoM?!eaIl! z!WlFGZFVhPvgq;mWHVv+>1e+#GFhQzkpHi;%4ye(i>D z{vay+z_?nI(4-S7)#Xk8XozMLY-x@a^aa9-wMZhIxG*< zdsz45r{io!UbIx;(3R?!`{xqo0#L(fX)+}_c}=21SVBf-zKIJfH4^rFjg3~= z%O#~oOAlDv`lcvJhQjrCn)GMXxGXvB)K~1RmZ){D zK#W*Lof=0L`q|pcR3YxE$Gj?P_-6=>_p)bIadUeZ6Cjf{bK9vU7~eYh#p&?Fj{=ww zj%s%*_5JNDQzvP>(h6HBr5`2ElmipR%`wQl-%d@ZEczpKB?WZuN|odv`6nj5b&j}2 zlBnWBLVgjThtI+fd=Ne%E9&h)Npggj1^uafnSRQ|w$Udu_?msb+I76gs6AY>$XDsk z#KfY0#k%hc$zY^bxYznK)psCQRzeq_yh%7l<&($0!2rovR))#RzQoodxQp+L zN;WJtR5exrWA~8sm{X&h9sKKvPmIDrNqxnYi~^5;=d2qxzezCfvo$SIvZmtDLgIBu z!u?F<@Mt-=F<1AV@q_Iv5;44+_w)e5Oc)k;s!!wYr^q1_s`Lv3iyP*X!`=S1H{51T zo=chuk55m};o#P8=-Ro$oki|~E%3-s46`$5`$})v;Lw^n>iZ5GRv_^ER7oogR)Voh zk?T~|9)*EV&Jqk0gD8F-p$B{WVoJlToN;Ky z)?^(wk>f8eqi{c9- z6N(QLZM;n$ZLTd;&TnnZl(6V88UQ&gIBzh6o{1VYMsdPXMv2S`920Rj0tt=~=MWis zM5eY#U;P8vQlrPuMemICC9>8b(&}si-{+B~aJKHa$dDTL&@qa}{7)YuVS4K%D?79# zH&3b&e0G`n^PoxG^MrI8!ge_qPAF6R*6lf@CKdhuyt)DiR%BhLF{JR znb*>kKk3^`UMsp>Xwxi@E^ZsZM%7xW;#-pq^>xyvIfcaz4@&Nmuu&)S*dbvZ!>{J$ zYs{+a1iqjOp~9#7u^|x75ogR5D?wsc{=icIvcGw{co*rEoOAH&e%K99gaBf zX&EIk?8cD)VCrWYV@2eHoDxY``0LX}uuUSP&+4J4UblxE$6KcVmLdK@M^N|XErfT? z^Zr|5zP(BBM?WwtMMeX1(O*c@<>z70Tr`fzYp@-cB>Q{jS=!%x0*>?i{jH;$w60Vb zHMQnSc`*i7qUAlQoUM9GJf$)=cmy2PK6hmRS8#fU{yF`j=U8!n%{Vh;5{2sjO{Ox} znIg_z^)ofYLR~2-F*yaN34xxj_sIo$ZyXRe9FZlUXn)dNOl`PyiKoA73i2KwPDzRCYvsL6!)Q zpbc~?mONS-y1Dv(V{*Ed%#j{H&lYm_$)`P;)$>n;W1mYp_25+^))y!HXNV**g_*lF zD>ns7wy^PDZNHSoQD-wvMfV&tV;D(o^3}p^cYXH;)e2$plb=?Copv1XbiKS`1sSEX z!)iyVNL+Dp^5FEM7V=aXoSJDW?|3IS-7s3JzN=?p%Bts~p!pId(Laq*8O?N}VN_?C z)YQ)F45OK8<^xdQuSToVo{iJpw7)&23kN2 ze)JM1s&=9-sMdRACT^*$2}1j>Y`e_!Tv?f4yYwyuhi(faG;Gv87ABM!9E9tPIYhn8 zXFqCLcF4o+%4!m-QbYtiZ(l*ZVYl40OQDdE|tlK2K^O7!Sorszvz3gUM3_R*mooT=Ka~R!Wv3q(7`MXHf>jJbsH!m{;_nW)khzVmU6`^KeTlZx-?gyzhre(Ysvii;gw;yl?u~CZ9m|7 z59(W_%V>g#yvZ*!P{y|^^*3(dbw1K@! z;lNrrxTf*cvk!{p-uREo-8(*fq;p3{(t-iA{CrclO+Y6VjiV6l#3TOeqH6spv~c@n zg4ne6t-QyM(9v9npAsY7PBi}bSeWsQwe~w!J_we`cn$A4Bok^kh7rAR3HKRqF7Mrj zY!WKHO3XBEQ1*t#NdHJH8+J)D7W0m*eaj34)DbQAYO?Z%7wNNf(a_mzG16CfWUMP- zR1$26+FxH|pm8-udU^q2o25h^kMlX?#_RC$#fum0N5;!TW0LE)db(dS=%1zo_&}>S zcI`dmbHQMLpIxKATe9fvIt%x{In4^fN()S);dEy$UMqABioY!iy&5(-^_Gke{61~< zYOh0br!!U%MCui&8f5?Rzm%bF`U^jmX_(Lm|G}wsKB&Z+0)vRX!la^1*UEu(eRVns zF`PIaC3|Rs2&#PD!u@JpeUL1XU&jc!@o=k>_A>ek9ep&CweZW*)VV7dVItGXf9_&n zKwijkBHV<_9&14&^%-88FKmk6d<|qscSB&6xtD$hiAna}wi}kv#b=?AY)8_oH`q#s zNyO%(zdwH5no57~@m&9A#0P<##?O`CJH2^E5|}lw4VOG=Pay7ws%&s1;A!kV745Ii z9W1quYv!ZGsqCIPCTu7V;`U8<5JMj#AG`uz2>7$&;nD_{1nBmrdtV6*&x3+>Hoe%L z1Gw~gw292bT763p?K#9bWxD)=iReTKEME=~9EtGz;S+hT`NxSziE~1lVxD>}gjnfC zcEuD_bKL4cIkH&&cKu$h#vif*Iu(c++%AN3xp zybXDuTsi#$*SH8eJ0LER$lJeilC_o}Y1Y+@XcFNzj}rnEc0%!nn*BcW%A|}B#l3}Z zRy^hwMPdC7_4VI<>TfG*vi?HUO;cC_pRF-F2Xa;K>{B&;wO;c4z*M9*KKm*yO2EX{ zFsvG;lt-__upNNt98#Y|W-`O$c{Y;&AW||N3h-X~%Nyi^Puhq2%5JEerozR+($^;a z`}A5)`FUDzC*So}fmjonyL0=ur>Sa>+m;j2mR%?$XEUTB9l=^#82{ROJ0p=58uFMi zeJ`NaXlixk^V&i#y^A@cnWDH+?|XS`L(S5~rFQFcn?Ia2v2u?^qpJyK*;D>59;b7{ z8bdvN?x~P4zVu$ueBo^B7MuEWeGJS(_K3^%O~`z9ug3y=%zbGTxia0~&#L!bcNtwO z>QJEev!w*tY#3>7o<$;c3s=GsLWztNr})Fu^+qD4zKrm*D??edC#&V>IWEkV%mQw! zc7F#-L2{Zy85ln!<@boIs0{J|;jxDOA?9HzN5U>bT}?H^D)IE2eMN*i-Pq*JKP5fW z!j*Y^1NXhxpM|S0-E)pH&YtJ&3N9k2S*j)^G6Pn@AWe{R)Xk~Uf%{KA!#GC#YgP5J zZ8hVaeB=svy7S4&rhU=&=0`4+GA4U7;PDf5lYrfqHgZWIO0^&{(M-m*?Q$)CBtZNR zUefa^q{DJzKGPH>=OdLmpEGu>a|cDEa`QrEYIl+R5Lz)VEIgR7__b5vG{sS73YGJoc&A#(^(py zJy3BNY(SWc&I@cQ7haNeQu)(JXnWKR_cFmu_gQJ#Pk5S)nXI(#9!juxt5a>8tb2F* zxoP;C-^!raxb@Td1jU1o@|deYxCA-bo{z!#8}{ep?#Ab>L!R;v6wzvN>#m<{Ao)9P z(ga(#!%%X&c=w(uydXY`cwA(hpKN9x_T2;esh^+u+CwQooHp2w7t>tS4w*CZJst2~ z^ZT=)u)D0|eLwLN8KT}h22{;Q#T3b>2NC8Tw7MV@jHq`c>+N5&(OmdfV<7*&Ow>8M zeR;hre02em9{XNc&v$A~mGXO}Hkd`SXRU)qi>+U3O0(Ks>Vn+FLc*uSLy-ORr&% z*<`~@tmaqj3k7vbZQ+XOh@#c9m60VmC^N?>=#yS%spTlMENQ$df@+dI4?WShgYwqT zjP_M`dF02v#}8{^Os3iPLh2=;T>Tx1H=k)1Vn18i)ZZB^rW>%UxY(eRpHR3Ida853 zIGSq)_zIFWATB7g!$ZCdgWt$kA4K$)XK1@-Y@>=CgA@_&MTil#pEf(uUN0~tvs*AQV+X zmEtE_>Y~4|t(xfIYbsOmb-q)4>fx`T0PmE)3q#zN8sq%wDRqUop(!rq1h{7U`&PK= zmNSgv%d{^^UX8v>U3f2IP@$+56`1e$Yj6|mpK+R85C%!6UoIW+IRwnl!u(&pI6)KMeG$GVss?6SsyCAYS-h#}Zs?Bm;dIi`0%r!S?TQ5S==vaR z9$eL7yMzTFrn;faL^*+z{_Oa&f45#wOxz*2CRB!X!HV9zi>*{1bb$;X~77M(wy0+30m z5i)fxzcmTsuFtf`9YdTqO~D9Oi?l{dDPuG$_bnxG->sJw$|+bQA&HF&sq%E&1*$&EKgZ74Y{&-N3}d?vVb=l z5XWrVfcp2uhTKcniP$?A2i|m(ybEqI`cfi3b57dlaahzXlQoQ(#`L#|`G&3f-N{Ai z$FzgAQC)<9Q0U;))UVusjOCzHgBlPX(cbTQDf5$>A@QpYSq5o+uLUgT&3e&N#^=&xjcaQANrEh5q>8)~xC@w*Mp@1O&UmB2!ZxIc&z~aw7q?eXE zvx*(M+iQlaDm8$20~g_03}}epQz3!&41$I;=SJoviyJ3QMviy(@QQ}A>rLGA%nYRz z@8jy1J#qm|d!b8soq#JAbbsg`Ica#ZbH9%KU6*uGheE>laBiukvY^yg@dB}qc_}8H z8bNm&1|lN1IBX7)FiEVG+kBUd#Za&~xC|=q>5xQVVS;c+;G1qCr3jKG@w>hA{f+$Oo{1{CnLasf57I{2^+Qm`Vr(p^)AqXag3nbnPq8{RSK9KLxs?X{dl7v!=K-IcSmlT^Z*^yFCv#W-I&oPOX6>e>D`ITM?VH=Hi zN>qd5c|;@DCsRztRbhtU^8hw`9%ZWhH2jogIuc2Hi*t|aJg|=B_UmvbP~=27EJ0te z4|TiVA!OZLygnBBq?hQDhuNm6%5t zYIY_ToCtF-xry0{Kkfb{ld|DIDxnu6rKgBIg_|Gib9BeJ{i*hx))CZh3_85w(-V6* zW;>_{ZyAeD((B9TBK8|+>B)~Tl%Tqly!UE1uG;Dy-KVN8D#a4_2F7!m?6hNPiw30b zqsrFn@su*wj83jk#{W-R6PfI0K`viVav;qD!s%m978qQgor7Ik-s6_xNyS@9!jxA# zAOccY5pOjNCExAZccL^F$ie5w&~xT+%ZSV z3Kx?zy#&R~g#BEszqP6IJOhZLoGjf;_;0N8-+P;dl{S}SBm)A2R<}TsdY8J;$}PuC z;r|rUy%tcv2iDnzI;91AKP676n(m~3c%Fjg1E->Y31h7?zWV#F^ADmOgFYs|^Lp|! zIWuzUryAtV_~Ts5Ocz02#|W;*?MeWBb23K{TX1C@D8eY^i_?8O=*Jj2FsXNOEdB9Y zxx9mD=@}*08%J$&dG$=Ci2XT7-5W&CfMnqE%K&Zy`@lubA`ir_#g8~N3G65wxibAi z(*Ktggl$y1uX6V4@iED>{5sj?FV2Y;Qb1EO-3^?b0&4H)xp{2|+q$L$8tMve{9-(7 z<6M~mMhocp3T&*fm(#U-SM8$^-CEj#<}^!Fb_L3)RE=Mkd+xjU5Ekb;-nS^aKE#}- z!n8$X60-t!T>*NjiRs4n3#_)vWiCMCR|Uli1INq2k5ZTvs#pK6}%OJo6- z5Bc=RuQNPx%`zXz9pFy;X-Jawg%`)LdrF4}Bc3DgwRB1k~b0JBJ8w z^!LsCdXGDLBWtanq>7aW8eP+HMvnRg{j?)7ELZSvU}JTo*06= zt$gQdO!BAxhuHGXJ*7f+ah+?#h_E?_B9D6k9zn3~MbSpB6LEvxe259{b1{}i!PrRi>uhhqbqf^jk+N?4Q+tNXgN<5oJo^q_`7v0e@Es#?VZ~Y6 zESJ{-ACY-j>Vp)K|HQSIq@W?Jiu}UtP&te_)3;;B+BwB>W$1{-g=;(_pPo2{1BjOF zP7m5%%Re^vr>F7XoHdQUS4S14Z64}9O!9o5rhgqvCsbEg2i>OT;~D})9g^e5>oHRN z$8vVOI<1onu!{E=Xm2CB0n#46_ScP1<)0R~A?KL8&iIy9Yw|3;zyd-6E1#oU;*idc zt^_TSW!4{Ak-mFRWCgEw@$sLx+wnP5WaFGW4IQzqRJa-f#u8UDTeiPKzw6=r@}{D? zO{c6u$dH8QhMLHA92$2TALTIxxfEC#NQ-O}ABOkjlO#0Jb0t;~U!4a#IubR9T$G&c z-AR~Y*XF@qTL3i-6A!aLYo9R9q~Z((Rh*EzZJOuXjS{<+SBA!{dh%(nqp_?;GXT7m zM|qs&ayP!?wdnAtGKo@sH!QxK(f&jC?|yi}l)-uaLVHSRy@1U6J3o?!9wkt^PYI=1JJ-PRTf z2bLb$?j2#{bKMo~r3-TfyH1s=u@^POt$tJ!7tS%}W0OCA@@sZT;dM3M05}(iSZ^|J z(z=UKLVKce{T1OoW6YL$GhiPmax8qRr}1)Jp!X>ytBDI9s3cFQBdrW)vD>HFDi@9C zS?RHRXV=(?SUcwF7>wat!Zyx*O3+jowsq!PI30VCn}n6 zLXMkevdF$_+#0F00+GE-SXNb0R9#JNRq;6Dy=F{1-Y#5U%sa1jSyBCk0{@tjc~{m%m7MT1w03kdzkjTrr zkfGSR3zEPyXTM6iX>!NsJ_a|=0RpaUM-~g8&_;)$ap{9j0dYQupU0~JLW7=;kPq|7nuTjaY$XglYRTaFm_Y= z&1Kg}kAq%gE|Yi1-zZwHqM+A*vsp|M^d#-LJM=14TsA>iXGcdLTFTn1Gn3Nf!O7S~ zx81pj0ceM;zC>Q~;!tcAi#X>VI&NeN|BKOR?g{VVlU^DQEac|D!#peM zasy{$h68hKkuz|^iYD=&G6JX+YVyX&w7yy1&VhVqQA3MsvaegWMTtopsoqNo&}`*y z%9_iUSUh3g9!Hnnx=j0cX(%3r<8{d8qVJ@KHW=1WR{U<@y9=9D-xh$4M|TNd{q*m@ zTcLT{pkm4SS2RB#re8lATV@4mK~dXz95SSvV`)!<=SQ89x?Ziw z!0`JJL6GrMY@{f+u9K)Bjbs4Q6jg_a{tVxGR1J@$VwAcI}B^x&*33 zfSa?{Xsm#gl1l~dqu8m>M&>PHv?pR`jzz_C^(|F5Fu*z$5yc$dxmE|hq#6Mh7m}rR ztURrg`=g5MYfAR?sLa!E2Tzx^4)q;YevMAKc@*M3R!rW6XlSNVBEtQjM zzJKU2+X4DhVd=cnmo_^RzoMDg^HM^=&{HN^(^BAA@D_uF6=3w3}yL*BY zE#(N=7pyl#1SM>ra9#E``V`s=6KiG?>^l$+d#(GrI*Uk6&m( z1m2lSNo)((2+9eJ$+n*DOXo>e9M^8$Jx^_DkhpVoW(|J{%i8epIB5Oj%THb`nclUQ zAO@ijcpN@P?=R1Mz$6XP>5{mKHBWVISSjm=KCQt> zb+_n^h`_-1a6f=QDm`!cm1`N?7*G)vGhNa9$?8s6oK;K*hXo-Yc{{$-0j~=jBH`2+ zRc7S~Cg7@7$Ms5!zL)vyu7#=FTwL+cOAmp>;Giy}$@p{cL^Ij%$c_#o$TZ4NJ%{Uw( zV%?(v@>53G5(D!Ibq>7b`do`g?8lL_<>%`&3Fo%m`jPHaJ$@$xR_+$RkAv`Z0$glm z(BS4eU|MHmCa@dsKI3;NeQ0yZJ|=Hh^Ptv#0DO15Ym>qOO0dOjO^}~&781ag$`T&e z?BZjK57glY*SU7T87)y(@D{juum>X^tLa z)dXRZAkFr-pC|TIy*Iu*#Czzu#_qHPv6I%>arKQuC`$kYe2^z%1+5Ex__Z5D{-mVe zZzh`mS8vuyZp?+5@L7KCiRroey}Jrq9kx*#v2z;=drPl^DIMSs`VnofZ@`ZTI3(m- zH3J;0eta8x80NKrrsYShKNHgd%$I#F(3sTsuD0>>N{8h)kV-jVVqu^i9r&lV94LF~ zsWh~dvJf_t4LpGR9CA(KdO#R1S}Mah3?ByYM=mo)E&(tD_)Dc`C_hF4z0-lFcwGuku83~6$gdz6uD)6DG!WP&F> z_3hhWaXvR?TFUl~+e^VyUr83VqHUoCilN@nJmZ^KQA~+TU5&DX0O*;^iAqr)FX8?j zD!*6Djg;C_14u|eA6Dy7cBE404tlPz`UMl2Wh{BFJdKfVB3E=W(isa{HNQ#cJl%lLLq-%BsB^7)o&1YH3@M^8$NMZ zS~BVVm8uzprk&xAV_kbLuRap$(V2D~ZN+qJC+f}f55?mYu;+t&*qfd1!FiT{6z z|9@|dt#U&gpNQP-|8_!r;OBGA0FVj(-+!ESYv($6xRjTocT=D5vp*&KSI*v$3u{{gUW^V|Rc diff --git a/esm/models/vqvae.py b/esm/models/vqvae.py index a2725b08..6befe2f7 100644 --- a/esm/models/vqvae.py +++ b/esm/models/vqvae.py @@ -419,8 +419,8 @@ def decode( # This might be broken for chainbreak tokens? We might align to the chainbreak ptm = compute_tm( pae_logits, # type: ignore - aa_mask=~special_tokens_mask, # ty:ignore[unknown-argument] - max_bin=self.max_pae_bin, # ty:ignore[unknown-argument] + aa_mask=~special_tokens_mask, + max_bin=self.max_pae_bin, ) plddt_logits = self.plddt_head(x) diff --git a/esm/sdk/forge.py b/esm/sdk/forge.py index 11c4739c..3df1d914 100644 --- a/esm/sdk/forge.py +++ b/esm/sdk/forge.py @@ -428,7 +428,7 @@ async def async_inverse_fold( self, coordinates: torch.Tensor, config: InverseFoldingConfig, - potential_sequence_of_concern: bool, + potential_sequence_of_concern: bool = False, sequence: str | None = None, model_name: str | None = None, ) -> ESMProtein | ESMProteinError: @@ -464,7 +464,7 @@ def inverse_fold( self, coordinates: torch.Tensor, config: InverseFoldingConfig, - potential_sequence_of_concern: bool, + potential_sequence_of_concern: bool = False, sequence: str | None = None, model_name: str | None = None, ) -> ESMProtein | ESMProteinError: diff --git a/esm/utils/msa/msa.py b/esm/utils/msa/msa.py index 0fe6c432..ca687ca4 100644 --- a/esm/utils/msa/msa.py +++ b/esm/utils/msa/msa.py @@ -82,12 +82,14 @@ def from_a3m( entries = [] deletion_rows: list[np.ndarray] = [] for header, raw in islice(read_sequences(path), max_sequences): - deletion_rows.append(a3m_deletion_counts(raw)) + deletion_row = a3m_deletion_counts(raw) + if deletion_rows and len(deletion_row) != len(deletion_rows[0]): + raise ValueError( + "A3M match-column count mismatch. " + f"Expected: {len(deletion_rows[0])}, Received: {len(deletion_row)}" + ) + deletion_rows.append(deletion_row) seq = remove_insertions_from_sequence(raw) if remove_insertions else raw - if entries: - assert ( - len(seq) == len(entries[0].sequence) - ), f"Sequence length mismatch. Expected: {len(entries[0].sequence)}, Received: {len(seq)}" entries.append(FastaEntry(header, seq)) deletions = ( np.stack(deletion_rows).astype(np.float32) if deletion_rows else None @@ -159,7 +161,6 @@ def from_bytes(cls, data: bytes) -> MSA: ] return cls(entries) - # TODO(jmaccarl): set remove_insertions to True by default here to match other utils @classmethod def from_sequences( cls, sequences: list[str], remove_insertions: bool = False @@ -177,9 +178,9 @@ def state_dict(self, json_serializable: bool = False) -> dict[str, Any]: """Serialize for the Forge wire / storage (mirrors ``ProteinComplex``). ``deletions`` carries the per-(row, match-column) a3m deletion counts (set by - :meth:`from_a3m`) alongside the sequences, so the feature survives even when the - default ``remove_insertions`` strips the lowercase insertions out of the - sequences. With ``json_serializable=True`` the array is returned as a list. + :meth:`from_a3m`) alongside the sequences, so the feature survives when + ``remove_insertions=True`` strips lowercase insertions. With + ``json_serializable=True`` the array is returned as a list. """ dct: dict[str, Any] = {"sequences": self.sequences} if self.deletions is not None: diff --git a/esm/utils/msa/msa_test.py b/esm/utils/msa/msa_test.py index 0eda8265..148e3048 100644 --- a/esm/utils/msa/msa_test.py +++ b/esm/utils/msa/msa_test.py @@ -52,8 +52,17 @@ def test_a3m_deletion_counts_vectorized(): ) +def test_from_a3m_preserves_insertions_by_default(tmp_path): + p = tmp_path / "m.a3m" + _write_a3m(p, gz=False) + msa = MSA.from_a3m(str(p)) + assert msa.sequences == ["MKLNT", "MKaaLNT", "M-LNcT"] + assert msa.deletions is not None + np.testing.assert_array_equal(msa.deletions, _EXPECTED_DELETIONS) + + def test_from_a3m_records_deletions(tmp_path): - msa = _a3m_msa(tmp_path) # remove_insertions=True (default) + msa = _a3m_msa(tmp_path) # stored sequences are insertion-stripped (equal length = query length) assert msa.sequences == ["MKLNT", "MKLNT", "M-LNT"] assert msa.deletions is not None diff --git a/esm/utils/structure/predicted_aligned_error.py b/esm/utils/structure/predicted_aligned_error.py index 8a97aa98..56676225 100644 --- a/esm/utils/structure/predicted_aligned_error.py +++ b/esm/utils/structure/predicted_aligned_error.py @@ -48,7 +48,7 @@ def compute_predicted_aligned_error( return (probs * bins).sum(dim=-1) -@torch.no_grad # ty:ignore[too-many-positional-arguments] +@torch.no_grad() def compute_tm(logits: torch.Tensor, aa_mask: torch.Tensor, max_bin: float = 31.0): square_mask = _compute_pae_masks(aa_mask) seqlens = aa_mask.sum(-1, keepdim=True)