From 2029171342f4db10c003e471c9991cac80637dcb Mon Sep 17 00:00:00 2001 From: iperov Date: Tue, 22 Jan 2019 18:41:02 +0400 Subject: [PATCH] upd readme --- README.md | 16 ++++++++++++++-- doc/Tips_improperly_dst_landmarks_0.jpg | Bin 0 -> 38756 bytes doc/Tips_improperly_dst_landmarks_1.jpg | Bin 0 -> 8999 bytes 3 files changed, 14 insertions(+), 2 deletions(-) create mode 100644 doc/Tips_improperly_dst_landmarks_0.jpg create mode 100644 doc/Tips_improperly_dst_landmarks_1.jpg diff --git a/README.md b/README.md index 4022c0e..261bacb 100644 --- a/README.md +++ b/README.md @@ -140,6 +140,14 @@ SAE tips: First train it with both style powers at 10.0+ value. When artifacts become appearing at ~30-40k epochs, set face style to 0.0 or 0.01 and bg style to 0.1-0.3 and continue training. You can slightly vary theese values during training if something goes wrong. Track changes in preview history. +Improperly matched dst landmarks may significantly reduce fake quality: + +![](https://github.com/iperov/DeepFaceLab/blob/master/doc/Tips_improperly_dst_landmarks_0.jpg) + +![](https://github.com/iperov/DeepFaceLab/blob/master/doc/Tips_improperly_dst_landmarks_1.jpg) + +in this case watch "Manual re-extract bad dst aligned frames tutorial" below. + ### **Sort tool**: `blur` places most blurred faces at end of folder @@ -176,9 +184,13 @@ Nicolas Cage 4 facesets (1 mix + 3 different), Steve Jobs, Putin download from here: https://mega.nz/#F!y1ERHDaL!PPwg01PQZk0FhWLVo5_MaQ -### Basic tutorial +### Video tutorials for prebuilt windows binary -https://www.youtube.com/watch?v=K98nTNjXkq8 +Basic workflow: https://www.youtube.com/watch?v=K98nTNjXkq8 + +Basic workflow (derpfakes): https://www.youtube.com/watch?v=cVcyghhmQSA + +Manual re-extract bad dst aligned frames: https://www.youtube.com/watch?v=7z1ykVVCHhM ### **Build info** diff --git a/doc/Tips_improperly_dst_landmarks_0.jpg b/doc/Tips_improperly_dst_landmarks_0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d8dd5bb610be1cbb65e25ebc14a70668f16f91e GIT binary patch literal 38756 zcmbTdcT`hd@HQGmL;*om1ZhzL5fG3johS+j2#E9=5u{27X(3S%kQxC2sS%N0A{}Xw z8j66_&|4_d6KWvs=KX!&`tDlyuY2##Icueyv(L;fGtWFTp-xg40atW1wKV~Bbaa4M zv=@Ln19$>BM@RSH@xL2A1O0#P!uj*`42%~T8UH&kUShs<@gmbjMnwoY6>*T-N|GSHJuv}!k_}>-(-x~Edfc+w!6rC15-5tO=b~<`?I%+2X2msJA z(4_rO;Q!s|&e5M|xIhz$iJ5jm?G>8%^z`Rw!ZMscPrEvl_B-G_JHyr6QjafOGqhv8 z<9%KFLt^el0rko@j+etYL7CS+VV9V0aB|(`7P>2ZPefE!?xDPbqSBM68k$L~m z|3|a`hhFS7z0T3*;5_4hdeNN=pq=#W=NWEGUAX$#kkQWj+8yZ+7q6=)=2o^{5|DX` z<9O{e%ydIgc1Z~TpKAZ3+5bDm!v240_J0)nzxA31u+Y=dCXb#S00NM`44dBs@qaIf zvttly4Du>DGuqldnZfim8bCL8)MYifFb7I`da}ATxjm^P@=iXNR5UpswO_Q7_IhJi2;i7z z4_pGJn6~EVI)s+YsfsBjd6~%_L(VSb1*}^B9CBTT=#};IMQeQa&XF;#1z&kSllR6O zZfMS3xAhgX`g-5tJ)`i3?emfYU8BE+5hsQb3}ea92LuOda?&@fJ<+gOZcrN)!16FZ zR27ve*Jq){Qkdq#xx!D(ycN6*PXKb4Q7%A0$)>3n8k&>r+|R#q@{9V0M%F?~iJDe! zw!#mmCw_T)`xjeVpvxaSzW@5AO|T@LKhG6ju3M51el@$Tb6^|-`1Y);DR!o_BwH}g^ zx$eV+y#gq@v7%*ZjlE0BrX=j0)@rUtAtQfnJIR2Ysp7w+Ct|hD8T`@V)$P-tstIDp z(~?uVx;WB~P)#z2=OWWNczZFS@HlYfNL)?9G5&{w06=7>w<35dxk~=5<`&WqrhHZy z*8JFRIY@2X-rwV~b@$3@Ajd>th|QSF{a)|$k&1Udv(S&mkU!zqN!La@D0fcRs-ylu zc2mB1sHKynY^_RRZ4z%^SEp@1uA9 zuwgb#Ft=E-V3ry*_JXENIV(*#y@?bNG9QykdHIetT`gR#wyb45h~HgDCF$2+De1ax zS=rHQspP++BG=PYxKm?T`c_`&ezhC0NYwUiE0Sn6S&sq4@s3GT z0cCQ6*0+jQsQ`25bIqu&%h#(!Bm!k$(BB)>)4Q%Sd_f4tEf6E)UGKB23Q%>M9oui8 zp7EY_otVoqE=ojm%?Y|4$uSIcz5opfx=JOc@+KgLVg@U^Yy49`qQBagCjJ((#v8xf zy|?7(B4A?Btjm_RWn{5cCw9>{$n_d=-W7|S_~}wUm|)hIKYS$lJ;<$oB&%p(*qp+F z0L96E`Mf(WyL9x+0AB<|=kUjp9jgmV13DssUlqzq`Xn;Lw;Wmz6}sxu!OI4nmxULp zfcO4G*8@K+)%|T&w(~7<4bWrmJq|JdE-t*AOm=&pUp2|p63B77`5 zZZB{NnztJJjri4?8J;|2_5<{^b<^>&DI&{Ii@6lgUr*2?Vu4qncD#J`Yap|&kl_d5 zK5OQDa|q=k<8lk59u*Mw9C8o-VqA7|@A~G_(r4sX6kegF`|+z_`&wvj$Ek;IWRH~M zu76~9km%ut&`qMUh`LY9n8U*Flx7Oao5NKfSq+{*r&9r)roiew@+BA-3TIY81?=0% zQUPrfi0Vldf;<**wvj;-TnO`TBoNz?gh<`&B%TM7Y;5bt?t3g>Rj1dSW9pQm0&>md z&-&YJq%#nNmsG&1dGSa&Y>PBBpbIA`H64ehg3@RZM#r1-!9^3P(5G5IypV zK@p53DUXi+*;UGz#)72sX`N+3&(B?Oz#+QU(O^QVOB4`%*jVUI8*(wyrLk!R)Dk

jr+oMWo+5rDhI(Prfrt@R_VCQ-zsoqQkZ?PVFM=V4Gtb{w&AIkoejgK7g zg_Y+3L$h-7sDNMTuzg{7UKDU(w}+HR$fg1q#tB+@x8>`Wb;aLE>XhD5(b;0opcZOt-s+#@RPj1^+lg0k7Z@L|JXyTN?wFN2s zlW%t>m%blJqXn~8tH*L$O2_>`EafR#&d@h;?!SlZDMv1p8UjrGhPDwEzyv(y-vvtk z85t?FrwI8$4ImP<6@jJvp#m8q)VGL z1EWdD#DuRgFv6wN9|)Xp)bFdPePNO{*mHY8h6+g9R0J)q?Y-9+A{kNvoG_e40c_s} znyP!zf|bL2=Oz`fT%74Mqh1mE5Qr~=vwJbm2o_TT5t39uBA=3C2XyTYf^rV(JVcu_ zX%bx`XvL85i>B27>iY`<=M(Vz=4>Sn-n9$cWbS_GZ3k5K{bQB*)rLcYqXB#hmF3ZMf?`2z_G>x-9{5rjObXyWFXeue=hWrDUU z+B#8mPnBQcqB>WH=I4HFG=NU!!G-k`1mP9W4h1UUZz+#SjqxW``kl(1At2$1En4A1 z4pQJh1+LP@Mnj7&)A(I{uqR~>Bnk#Hy&FNYSFOr6*Lt?S9EWn<4OP`m{*`-8qC2MA*W&B_SKK@$c}V z+|vL}g~celQz?>?SqbDmZ8XsY&LuKt=FVtykZakJ&7Io140+JpX$2?nq=yuYsi%yf z=q84qH#XGkMy6NI7`A^v7wMc?4)3ORe#9N3)!Iq_X%;qJRim5in=|u};#TaM4&ReoEtjCHH zN*?E0&B&iY&NF+Agp_8*BG>*Pr#lg&D*{(9aVG6|fw^^o<;LeK{WkkO)68 zyN#8_?0uQuE5h`QaYhx*kBihzpyM*wtY`&fm#eRc?zEeTPt&RSV7bsuOC`i(g?;qE zKG_vi+X-6z0XzANL{vbY6zPMo%UDljrU|OnBdzQ}9+hrUR9~gIsgYlz7DKcKAB=#A z|4j5=ZmLM`(M)A)L?GjF3z~GCNuikN4mfUVy*coBNCjYYOdY*lm0IB6sDPSVmk>(4 z!FwFcn>Ti+ESBsxdCi6-L;QNH2O7|1KiRR2HMyB}YuG}cW@7P8d9D^yiq_wOqM2`} zg%Qw-dq{-d$`F^STX+I-;5vt6(B+|SDuCUlV#?pGEI3!Ld=bX8X-UcVWSP$2@Af5j ze=b(Rq{jX^`|IEPw!KV7#b@{Y73e>tX<#<1_L864X9Je<{btYQ(jE&V8UaWujEMQ7yeT?$Gd9-VR-EnMsMAza+eECw_H1w3eRydX-Tpur6 z%2iQ5>=>_8$yVbfz!C9WS2ta3<|Xbc)cUEgh(g!HxyBzk@G+b+V)_Kj2&dc*%s{uD zsU?K6@7(r6$VZTrMG<@Rw>@*aFdixW z(BAF85F0{GNrTCF6EAkXc@L~^J}cvAs**E*gilwy(W)dT^#z|C?o*pmhiR-N%XFt7 z>$Xp2^m!@Xz2RM`AG4m6`Q=y9Xj({U`N+Q@CK80OvGk7ku6B`G{E2S;a)`ScR{m=8 z-*4IlG-Cv%0@P~ngX=sK(rLCOj`00O5J1}x%}AR_xD*McR=bVY5NO>K$A#>aiz^4~ zrkK7~RNxaE?tG&dmM6?&qrKxd#-C>8T&t!Iz3sKVBTACjA&;$d5FSEC@%6`<_$WB# z0%1s_m7u&F&uK93r@Y0pqvO1LUMaM>Zm>#EK-T%3Xj0c#06;a;6-W@q?5JYlVN^gB zBAg_%g!-r^L5MDJS#W#cmht+}#7Vbq@9L{e@hs@hT%LmcAE(^KP)4FjP#Ulj+LZ4aC5 z82e!h>w?`>^1P<6l2tj}=+Aeuod7-}MhMvsMHRbK0ico~UMe6GwwSwcLq!#oF1($B zS2`Wi5`JL<3Y&UmX7=VktAdBU&y$~5CV!>e34GFijFk`0sO@zgdYfLJYdBMuax&^Q z1GRl{VYFM>B-8z&V%ZNT^Bxb2XG}o;LdH|G6}g{N;n3qdFxj*fcYf(5?f!+Oe>23C z5-|Q9=_byA^i&?_Uao_RgbI72FCV*UODp?$Bm|;i{rSFUXcFhl5^JUBs$>*Y$ix0a zrmjjd74X62WDpt3J1XmA^$q@>`GVud);`UMqmhE+DyIVGMQG4LI5%QQL44@MLRE_j@MZJNGDv8> zPV4`*8k6hvSZs-KbhFIm8Yi-t>4@4mONGArw=j#kI;pnjIn8S=cR&QOq3!L;ialQI z3+P+_>Pf)%zib^GyBQ~Kpo=8E5sj#56|toSc8mLACQ(KssexDl;;+Og+aSvU@MPxV ztlK_Ggy3gZB)Qc8oC?5J(w&6{m6vC9nAp-FL&!C>m&w!o`#0_)zPOIMt;~7^QUN42 z#^azkNbAEi&)0r7G?^2ffjD!6shuc(xi4f{8=C7(bi+u1Ucto%ic2-ku6V( zyfOIrK0zry99O-BT3VW+ePbx%SY>*ANCn_-T*q6p!A>Ax3JVQ#_T<=80c>Gp1ni$* zCKYhLk%l(zU^Eti1QE&K3o$N%enY^2SIBYj8j0ej=k}j3N@aey=>eMBI>ngL_y-$Y z043V913?mYM-k?H7p}k-vqAI}fq%=RF9>c+fp(FGvi5q_Hmanyzc(V->)0`C0;i@D zitw3i#ZwFPx}VEY0%NdJU{TO7qqM~&(tsFZ#%+-liy&Cq(t-8@!$v`8d}anSGD|G6 zzo7R>s%UcDLj=jEnX*T@#7G1c?6fk1r0ze$_zTg&h3N-W9I||02$Qbr9z&zw(XbQi zENrZ;7>4f~=;z}zQGyY8Q9Y;<9M4Iv5eE!s1S5L?s|VJB+NBZu#%e$s7;&MYb}?aN zaz*RaSz17;Pk;{WEHfKWBpPPm1i|%fN-Ui4c!7ppFVoOuf~f=zJDo2h(7(0v3|j%) zmCmC!N7fI@R?Qv+i+Y`EqXsxxfONgn<<=&stvS$$^R6sBI){T$fPvxS0+S!%*=ug; z%MPfEp#%g30#eZ)TIEizpNqtKAPw7Y=+@h`wJ8K;C49dqFuFt1UK;Z*hJ{Uw9lui&ugfoL&%}nwtlj3l78hq$;<|v-S%_-% za)evslZ*ac9utK9D_J8wrs<2t=_RCgiyL)`t(`NjnHUif7~?AWw`Nfz)Xyz)mTe%g zSdzFJR6|>92+E~>r^sdl-~7OE{a+^8Q1mSm_riC|6dMpz6Y)ODF?k6=y1w2yJ)D^C ze_2AzDL~&p`2xfNeR%O0JXZRhagF9c~x4)Up7Er#4ru1Tso{<3?t4FO*9 zieeZ~QRqCUI`2_X^2FCGAxMH6zuS`vVhC(92q6tLv)&7qvn z8B%d<9b|FXXG-nq!1I32fr6|0rtz4XSgRoO)6+m$yR;8@>$2+END)e4*R9m}llv?x z+w_KVBMXIN9~ntAR|o`$igAqwr1dsAmlQxCrENl8wV;m(u;5PwWD&=RrHh&@$x6dEsD8src|$yp4&Uch*=u2_F0qn`eKgC zhK6?GaoCo2R+yz*@7lvX%U;T`&E%}iMh0t9kN1Ed-4Bn4yuL=3&+`L%*F;OD7&t?K zzosi`P_#aDt?g`>zhT%K%}ttt(}JrYgZ=ZA3nj{hYbY7W{h(5H)oE~u0&sGvyA(?W zL|b->^G-YFmjdr>Qvv;D7w%1sV|3ih{AGlKLUk3G0{6{#J7b-PB!lBP}nyg zt8~2?x4ugE`|iaC3M?f=6&>Sr!1K1M_n`idB4aXGzMW>R9EK0mC}{#mU>;Wue2&DI zhXuKMuvrC7Q0`uaZA$*^WY3;glX2*>ddw_AYLShJ^cb(vnjKm${^cZ1_dJt;_?p8z zRoWsrr2=&Eaqt3JHNVU(tVa-1hrqL>9ItCz?L0A6V3F!<>nK%)4G#xvkFEpBBET=d z#PTLki{D{Y<>+>{$tT#Wll3!su=87gPA=bMriGJEdYF+a*y8*aa|oCqDA_)B8{VJs z&y`}Icv4vgW<^B=o9z@k-G$Q($|PYs`9hK-Aqbf!uD1Hp?{w&<+R+*e=Q*2WMq(!} z?q3jZa6JW`+-ybG9apIFzUCxr(ir|x4p7g*8_#l=84|pz>;n`b?;)nS`iEO^AmNaB zS@l)@pw{zoK93!20&{3NaXa<*#sE~QMA3Q3QQRkw)eCb1lCIl*80VuemW(%owQDWg z-1!SD4a1(qfL3$)5&DP-zxg}Op-PLrR~+{-K07!2{m>H)3+Lxyt|X&`hamCtrujbljiuO-l87Qp{(B_Qux@vdR2Y89`KYVpU{h4ZQ!8Zv=0nNaVEUp8ji$=jO^Pxx8sw#G1_ z6?DAMe*wjPxnnesH@nhuht$@RMSwsk2FzseiKJSr@}jsQus8bs;2&?Y*g=|3P2*pb zGx?>6AhYbl%F-;X_kMB=IgpT;Urrk7#8;zlsb26A+ecxKGjBu_-2+?a|9HfluX`)3 z{J1V$k%m7X0AH%Q9a909P%B^rY?8x(toWReb1zE161)ITRvRX#s05;oDx)2Y6YZae z&DNi5MGx1ab{Hc)(z`<|yC9E=yc_nNy`IATJX7&asOW^?&=9jpC=V6zw01wuyIZQk zC)Di#SSz`;^9<*GeauNYKrM@K_xpiPL-w=8y!QBJ%q!V3dB&6@l|!T)IY%x?+^-iq zJ(cQb0-RUiWjgv&E$%gCl$C`aY2rCCxZ$&!(l@YlL~}rgg-`OeJZ3D|Fnn$=W%oZz z=4-tx>+-sE#?%d7Kjkv*1UU&TQ2_*r@vq^>FL0;vfiRAa8A_I<*!E1k5Oh@7pmpI7 z293a37f>e2Igp#*reXPR8K@X6ku{rbPXg)f;(c@fJ5Xk6Edu%i>hi+h4pAe4!fqOz z3>_dj>8JpKGAqiC5JBdsRiXkDb$TbHv7vCkMGmH0h)lHPdngz8#+P7dx=c%%-9!EW z-8>!v39J!%f6VkOD5X&WfyPeQ?j%<308Pq2>*WSr1G;-4e-yv#wk_aeZ))5+hGQe- zdN9!3$wabyfM4tWNYk}hyh$Npp)eY275XQ@{d_>5w)xAzbCaku)JT~HfnV9H>?g8s z>Lwr5LX5>kj$3~ooT2nUA@;S4_Vy2ytPiZ(sf$ZRXi@poQyHB!PD+sIkN9~V{1K7{ zej~`9S4%1~Wh%N9ZzX)YX3e-gnp;tfqi738n989PUMnnf45^LJgCbH@F4UVWvT6ic z3$VULFrgZ$fWu$F?}R0r3gtf-vI?2~HRd?7kzM<8!e@>OLBq8^F9F^FWFzPmj{(6v zBfGo{nS8s3$LW4sp4L{qs!W3S9+;f~YyH&XB>*JdY9t@bR9$Va+VOAy0l z>b=>YI6KYQ_du_Kzd+47_RI?Mm`~AEfR5HG|4jN15RF0eWg{sgv13rnXwZ`FR);_? z%}+q)#CmAHf8I*2nMV9Pf$;5pC|#eS2y>2af^aXU=wWTDY6`$cgN|~)&%xp3?1yec zpvBpS8wLbH&UTrcX%r<#vUIDsBeSDSoeC)G1D?Gu_M^o=;5;&0om}y&5n0@V*em}F z4KwjByXQ}0d3w1&e=_l*>v9X6-|9)RpKZ0cWiJ=L9K@qvTVMO0Lldmnu<837*$b@* z_8R~9dh0?!G}N=@AtQ!Qt#!PEMAsCmwanP58;u(Ohtqgf1#DE=R*pOD0bEsfFhzGs z(gNIe$)%>)qj>n_E4QR?Fuqrmp$Ri~l1Rey$mDKr^l{F2t+TG!S0-GCw>6#@P1({Y zrHGC}U8fVi`iQh0DqtgO&w349q3`Bx*nE6yRqvYAuW$9tn6hJ{_JVFn3kR=|GB7>x zNLa`Wc z;N7LDvqZwMukTOyg8NP7X~JvkF&d+@?|<@bD$a;$|Ca=QF2E7*9v>5+<$7QkIpa|h z=n+_I_K;#{WN6^5GCEr8YmsK)lj68#I&&gl?xx4CrNSF32C|^B9Kl)|s)M>O^x{HQ z-IO+kl4kZKptbqMuu{2X$us0&xY1Y4cDEx17U30qxZqTu2#cx>27V%h8RQ3{VkVho zdiE^FRG+ITj>E+WX~pEE5k=CNf#j{Q$w9XR5Z1lf61{`Q3vX{_XQ(#+Mk=~zghIa% z_9u8s#Uj$vSRx_~=6)jwcJA(qp=J>1Sf$h0hhL%*FV)Z=Xw+db=uxQH@xnzaU{+?2 zc#amv6pA4Dy1oQ)u$>W5cSERvZ4u<%vyiU*CM(DjQU z>N}71&7?mb@&$9z!YEokXJrTU21Mi$q7gWAcUu4EEI|H*ZngJ;R_tgPgco+0d@P|x z%K#Wf!M4U>Em>RmgX2MJf8YZz3* zWVUC#;c}qy1kl3CK=h};9EE{W*yt8)QH(ZB?y8)}t~gGTFoIpy=Em%EhcO9L?Tm+9 z(buuUf4#>r8-3Fi*>5~OwtdbtG+Rg$Hik#W zN=R6r0TwK29$3c%;v;CfO*9;czd~4M+*_8w7)b34#GSAdtyW^3hjcb;ho*s@{LF+` zm}K*gMPg`q%es-=&PH#)CL&1Mx0h=VEceyvOEKoG^+s|D70`Hm;CZNony_wSw0O0r zq7gb~4+Uq{)feyCKEP9war^CV7}8r>1Qr%em|4`-DA?33 zF}Dr+_N?wi%>c45xRMZJHnl+8R;24qPY7*Jp6)^;9YK{(w1!(QwXHA6y%-SvTa=sd zePkwsvN!klUtZ_eY2V|ZRBl7K#lIyQwiL5kYjv7%m&{pBTRSsx*=6xbSt}w0bUtjX z&6u5@)lzMKZ`VOTs08(Y9VD+awY6uvs{I%>2l6B8KnD#?oNJaRwq8C7NuUDC&%MGb zl3la@(C4^>EyA0UR5cu(osWk+Eu+VpvcDnnUm}d1?b@(ghSP2#i9N5>j}$kwL{sBN zlwAAG1TLAM{T^u1E+TxiXt!wfSP3>$EvHd}2K7}I1s0K{MY=XLuc^OCk=Vyd_QF!< zydnXmpCQ9Fo+xs4XNZ$3B z^_8oot$XL(w?t&q$b|m3Fs7bqPQaY&ze-Io{ zX0dBGn+J4GjSU!v3`ygEY{>TIgr>q$?+z-litTeQJLcU@!H;$tJ+%VFtrJ=`kaH?RvF5xqNPoy+LT6Z|yOyboXEFDmTa#F1qgBaJ zIF8aH^4+rer=Rc6h9?fZG4Smy|5bgvKg0d}>n|dz@z%$u$N?_x`OA`$13-3In-OSb z3-$&^0huQQf%d-Vb+&datGw2CXAXeBR?q;&IJogjL|x!upU}@Ts>J?HJIM~ zJ=6rdVZG4pOhSgw-=i^OQ~)KJ=9{C4wFWpEXQb`)tK<3?nJikMR7j)u4jZz7+m!{O zd5dacE1`QeG{Uto+U>6&_`ELCE%v-u55-~TNy$}#zI$z|)zU+b|r$fOLhFz8hFu$mNJQW~Xt@I!;rl z^AKe!;3B9^k4@XkM6b@7H>D#iNRg!H$4vt)`QL=scwZfr@=Kwt#MQWVMt9#MZuM|s z&rEH@cH~B6AOrI)Hz6Pe8lrqg>P8wE#nY@v5)GfW$x~Dk)|Yl$K5Wq{D^5$>K#O6v zLU3Ag_vuhXKoSS@8`f$82P`Aek;t(N!@YEYlax`|Z{SRd_-?bp5oIW&m6o{VYY;#A!ZRaC5S2kcaUoge71%ZLk|$?hq+uLegL zrs?Axd`n>kZYK-wX~aKtqA0>Y%l(CEU9{4n=|DksN5Ma(xE{ymC#^1dzgaRvATv>| zV#9Lg+#_hM(TW?MwL#t=PxW6k^c524G?iAL?bu$!*LQLP*(nb!|4o#7K1|DN1AaZ1 z<|4Sz5T1Y)hU<`EQoqTrOj!k3p1GNl?cmWqQ_=rE@z-rO-H>H22X&~s|60yIz*jZm)8~}0XXX==TWzEI*cN+2Na!5Y$Ijl|J{cWuk_%gxPsKhnRL%@8e;<|K`4@ag#?~u;^ z2m%O|*y0qwk;(Y6+Q^Yzl-=W{KU3VeMkzU4Z zPLoyqbK6#R*Dmh5-)!C`hnO`%E>HN|Xgy9C>I$|NFs@Ena%+H^OK@bTTgdyd8S}y$!*+^o6L}V&=7Ag=d_W#jrds@_F(uheh5 zpI_{>F8p%o(B+T_w5&+GAWNSyhN^$Db0E2Hz4u8n;?q)8Ut!Bz;{a(D7wn9xkPTl| z|17^)L=yq?rqIH=Z}h%YcT-k%1g{x8eyAJa5aV)V`GN0fATk4b7vho;%6edsU~(Y% z^3r9@otnZMhqXgG#8-Yp|T!*wAS8F}tcVa@Op<5|m@j$3^K~#>2tC z#ipwk@5QaFmaW_Gh_Y{4e_l*dJQL9<28sS!lFPQPpx zD=BDYQRW!A`hmy&s(zNguxe=y4o$iaTxN_APFQ$RTj}_M{;Eo<;tJ#&zKvE^k_nL+ zui3a=Z)FvTt&jKpoIW!oh^TOzCMhotuywV|r80*^7usG#e+}{5GBWz;lM$O_d}v9` z!q5zU9ft(n(phZsW?CKU+9(xpS5Z)m*5pjTdZK4GXU+9&mz)V45|EYJtan z)BEEqqY`YX9e?g~j>@fK6@p$A4u$!i_@Dg9Al9S)Ody&1nexE*I|s9hTi@u7eaTf0 zjn*i&INMD;92Jlv zlD;;T0)gB!E7hHvc2PKrtsXux@H^w*Axb)*aC=7IST!f7peBS*wszS*y!*MqFa9%& zRH^5c?>o!@VIwLBwp#^>g9G~SUI6KkFAzlT2hXQF&g%vxex6g^T9iU{r5zpr@P6GY z5{v-5K=~WTRJ{J~@;^^SxvIBVIrD);&wQ7juSwFoKhiMGV;g02K zr!?5wVuo_O%xoW2D4&I|u&|%;RGinGeSCYUXOd{StZ|FfQLO4ltKhyGgu+=P!*iVa zINPh}niAAq|G@5t6EIUF2^^>>=XD&CO(d-bjin)cDCkW43=_>|P`sj|`aa=r#~_UG zux5r7xfb*GEYsXlHWAH%R+t`$5u01nTC1s=4?Hj@(2HhyfCuBTW5(B;^p&_BJ7>^E z6-LY{Qr_1^se5z`twZV=-kpB{VYOfO`)!AxqCH|T90h2z( z=-T0BYsE}mW<%6!8YO9{U@=a3q9Iwb;{>UT%Yfwqx2^1tQB#PH4U*1@Xh$QWR<8|N zk9v({;S=sMveCYtuEF%J_|%610w>-vHz(*WN=Ay`wh*$46>M>|I|xc%TS6~7fFeRG zi6RS^WL=KL`^vpoeZ(@{S2~*R4MW0g z!W7q*?XTQ6{&a^vvo*t^u>;%uv!MTB?$%wUeY6E=7-g|Q9`u^#^MfJY%)`wL6)SKe z<8!g4J%S*Qbs&mzDFi3h?$ygJzIvP&6p(sz|MrBZ6~cWAXi2HmJP-vGbga&ZVt7C>?uMv?lGuEQk&cT}H>wCZ^lTZ)x+2PB26+%AsRMj z10+km_}4M~rP9>R-~S|U0~ME}(tzmZuFL1{9^R0$;Tjg?$-%z5at}Dq&`XcxSVhn^ z^91||OxoL-H|d=4etP#yf0~O*tvI6iZX@^#$%Izz9tFKQ=bEA3S{zhvqwD>4Brd8m zEsF7jcWl0RT83$GzTOrs)Ja77_K^*=?&?7bfi-?s&=^DB$mUXY?A-zm#?HnU+c^ zRCM3#8{DF>g|htx#UOBoY@dJ(Dm+UT%@(;E(k|SmpJ(Pb8ovaG1FEi20V)oquZ|f% z#GIg}sDNWK4h1(dXsB!nI~6p!&#f_c1J*3Fzg{%-;_)6h8FXI7vhhOp-B_fBc4;8Y zJnWu-_QOq6yLZMAJi%6clw3Z24vQLs7+Iw>{vlpR-C zphDT(?k-8c>tTJ|s}lBDAmd-Ye%+12aqoTWnZnVL_4*|5yONjWKK|L%e7T#~56gUa z3jDj!2IuNnF69aN^xVq9dXGt=IbNQEt+DAvoJ{Un*eh1Ik#jIdS@5FG_Z0Ava z7o@gJux&t&vV}ou1k=Zk=N24!Uf*`7hP8#^u40C(C-BzJ*Ctlld}W`J$p@MFDl;u7Gp1SE*pXNjA2_c%km_7U{dpd_O*Z^LI z4!25MASEXCs(rnhS|T7DC4_iWiyw*gqQ#2B8CxTKGKGmpxXoR+ zL#u6hi*l`BaV2TuUf$K2_QHEH{e$}?_9LV;VFu@U97)Lj?s66dR{?)7%c$mi?tGFX zWTUtvUwKPb;t{y8l})is%6wab+dDzxdtrcQFwJ;k4%OH`H5|}?EX$29DPGXC0w=va z1b;#?t6W$4e4KM2vKr29Wd{dH~BXJ^%Q^pmAF z8g_sugJL~2ew7fvG@!W*+Ceb7a9UiJu8-Rh@B*?hqfwt9GbVhC86xZvWl1IkdhzV8 zqvn8Vn?o@{vormzrW-!Fb;@xizZeySg^Lz3wAwTAY^^73w$dZJvwi(dK7aRd)}bkb z$e($(G9$-&I|YqD8WA24L2{|Vr~Bn=@8Uh~f;QVa_@5~-W}GQ&rx_5!^Q~gxlEF(U zVY_cJSVYHAd|C!$beTX_ubZI#n))P@@6Z<56FLCq^Ow9r2peRpeH-yWf35qmV!7zc zc!gFizX`J1!65_*G`Pkg>NJ6>(V-fV=BVpSYboUIQw`vU^JeexeA zEuQRUkaNg+uRO0(`p*v30~%*;oCaa}-0%k7mR7CVEB${E?jCGL2i#bv?GwuH zP1uItP%@S&t5!sgw6*V43GIa{R_ji>?-o3|{{9zzh1=oYvF9kL=J1n8uKRBmoEq)| z>Tc^Li^s3$tz%4|&4j7p*5%G_5}5-lzoobfHZ{7p&^s{-t3drv3&aQ`|55XZcn_%m z8uSz7-uR^TWdCYSpzK226-XnbP?g>)jO;z)n z9Z=@`$0h*J50*_$ES_6E9iaRrqIB|01O5H`h3A@Xd2#ugFAFYLz&*u^^-QeS+s>js zNl2m=D?!X2wIcP;8hJNwQo!PRt$9hlf1Tnm3qFA{%-dx?n%A#>^WbZsq~O@PvmX#b zC`?&LS&X9&fIkTx+pe#wIDu#M za9SNj3Eu2eT6-%G(Xyn!(W_x+BxZjvE=O=|cc-SD{&|A7q-1_j7Q=n0hVX~OE{=cw zS7!c_>KQ(*{P+&((-eE6=WHKusR_=N(|`8$7Y!8_e6b^mpPK!;Jj7pD`o#2jpSL)Q z`4IVlTy=CK^Y|^EyV^sscAYYRwdr5?6|)S=qyR;#zZ14+Nh2xL&C)x8`w~dXCFpY^ zoC&m2)kg(vktNCEeD&M&rJxSBi%+B+5>&5Fn~2S|4shK>R;#i8nFfA*>e}RxbT940 zc%19x*}+JwIDt_<5r=4}MOrVE?}t!U#kP@vEyIo_K8YtIy0tt_z}X^-J;%ly)UIDB zkdjQlN+`)b*tUcn>=#n9)AMnCVntMd^N!`wRO`?~1d{+2!2E#uGn;y7>4K-6Nr+aMkw&`{az9H}8axzx}<2{&UL*5TA#qrvonOPNW4o^QCdA0*gj;_)Nh@#J4 zk;PP=j`5@pyd}!Cm4>e+B(1s*$gIF;Fj!hyVm!=VGGW4u`&D%qrtRzxL)`;^yEhNo z?7M?_Lq34zX)&Z=Es|gi#Ob)HzLrv&3miEkK961jOMTS}0rm5%21sG&TO^P7@G;XA zG>EezpeV|CSZ?QcR?x2)y@sQ{Vu3MwTOg5s%k#hbQdKnu0(7p;M#1%Ltg^WO8QP*1 zURXtkcno%Fmqton6gBQ@8rrJC^iK{T|6mvIUk)@+ntJH&8A+M(;B3fcLFfTG=gRb+Nc?vyN+`=gC z*$Uv#cG;piiBRD{39RnK&THv-`;HT)XfMuHo;;O$fS1^b46X8>O_pqVlcO9P_``@+ z0Ea=NYQWp@CFTORz1lX$FI_i8dR{(W!K!L%7m_nm$I?{gwp~?!)T7?GQ-XnXF^kQu z{-OC7iK5wp^@pRdoT%0KwBImV)f|h5EE#IR;W{rHYaG|-H^8HpaLIiT`)S>U)%U%s z*k2WUqSG9ZZq8ZlD(-x+ZL%+SmzPA|RqgfgVf2C@DcjXJEeQyDa;dGj1`UsGQ9Vj!~GFU@-aA zSxk&|s8Jh?yoA=k{n**Ek0TUgd)0u>!<*o#w2bcqFg|43wVnNr&)=}E<{yp}DxP2u zpHSF|k*`fsRlC5E>Y84m-QEN<3;ga4{!1T4lQ>O&{sV1nGOfW}Y(&(l=sa0UyL)l2nZDh2^X7KCseJRxNh^0MpJn?_QRt7?2mI-epz<+KUcY8fjz>c)SafREZg(QWEH8)^=Xo<5| z+GQVXpTLKok^n59t7Htfe3yvd4A&0y79laOk}KM}yBeVH94j^;#XvY%!;8ȩk9|5#v>qKnf+mijOb|9Hl zMQ<%k<}I3ik|61n2UU&CbD7a4$Ph4vlpa{6I5MJKrFUm%rD6Kg6y1KC3O?hkqYcbp z)NyHDybNm3YH@89sbBMdk#rV*O}^h7N3j4218JsGN=k#oKB$1SbTbu@n1J+vv581X zN(%}T>6~>$>yRK6SkD`V10@ohZM_-Zr+{ zQS>b1i{BX&Y+QpLuWm86lBT!d6m@O-uIqizpks8GScD9H4l(AX-Me?8#86?+7@Rbz z#Mg}r6)GKI8FKIBa8_dQZ^L{LM&(ZciJcq;4D`ux34BY({udJ;3fBZH#G2PPQkbx`~5(aUy zRYL}7s|cd))dp*+lBQHtVN~!;bM{4s;%m4#ZdYNz3EmK9B=i@y(yUK}z{&uQv^6o-&cnha1 z)Pfi+JCfgr=s89;oA%G9lqqem{-gR+VOm4b3#%+TO0{Kq5;_~T^hxDHHPAkC5G2cVY-N+ywYZ z$A~uc_Y5UrV(oXjN_zA9px2XU@M_AgyjK>c6JmmTw;}(*#=GjpqP;-$Fz;hvaYDB; zZZZ34ruF91Yw~RGTG%^Y(~aps7Eo~?Ql7*T5r>+PVAX;x70mm%db79m<^3I(AP25o zWXPaQjIGbDf2rQmHO~I}u}#l|CI7DJSMp7Q5Nu)JU~G>a8X0M=yDqD8DEDVrp3DD| zsz1?aQVL;u)9YuQuFdsD*5jiB<)K(Cz*KsAg_ZJrNo-C)SfEnx>v0pawlnBp z%ljd4-^F*bYPZBxEe?JD!h6@m;#uj!N06RU6k7FFGA}+NLo(AmC}X2f^W2AH z9dzwzswU1vi_OHe?XNF)6|kRXXa-rq442U%M-A&5Vp8e+!&C2cRbWf1;8;!)HV5Vp zja<9}WqRZ$$ZXKVDTaVfv`*-^jqW>~{ddMK8Ij=^Sz7Jw960PTaW2_zy66-m6BmlR zt*o(~bp3qFp$o&@oW9(!ZiBKWt}ZeFeG3&Ll|%f?4#jr2VfC>) z(JRsX-Td)53R9Er!EUNYT%4_!p3?6dm>ifa`3`A?KIQX2s@G`h=Yuny+xgSoulArX zTr~fdy&?1P{zxN*ovagGXCOO_gl7b=@8RYMkn@fJjLj!FZ|KJl_XG$7rTx~QSxU#^ zOUrv3K`K5g{W&)3g z$eUM;$9zlcMlY9%wCjmP&j|j0?Yrl?m?3m52KeJYg@wTBbK84IE935c=(wu!*6(N= zk_NOfjSntbR+NNy4`vn)=sURMkt&elhkb^+L1DMfG%8ONX~~ojW&3x5)h-4JHTD$?x$)^O8Q%zf1^+rDRa z-D-EJ6A1L^BVulzHnY@+FdG{`VGbRW+lV-eaE8iv)zpZHUGQZv(s!4y2wUY|EII&- zBR6IKs!`k&+Df}2So{j8#H|CLr8gm>_|3(rFSeikxiP)+Q2MNoIsH%!tzD9iToVJ|_CnKD=oSpX+ED|T_pxMv7;A$Z|e2o7N}JipbV z#HSk+q7kvN*DSY8dGouMlwIcq2V1Tk&64a%+E3%plPVGg{VZNB<2RRb@r zMIXEtf9m&w{TV)FZ(ZIkcm&)1dU|eH-`eyJ7-I*doKKOrfZxrPqERFT?h)A7!&2qZ4s}$ zdGYZ$GQfpJx9ZGT#Fh@5$@?SF4_#I1)Oa*s;~HSvhAexRAe}QeSaML(56>#Z3+(}n zpnQNd?`slP`sv(o&%lbTl>SGX%IWS^94beHQ*iS~$yFbBV^gBr8h{h9Ml~Mjqr6TMRMVDCHsfg~m>tVo+5>3{!B@gi0Fc;8 ztfVD?LPS*lQ9&PPVGH1%M41_MR}1~N>C?${R2W<~Ps5KdD%19XPyE3eU+3aWBUc`=Mw4(YFNZkgb_eEzGpdFCytNZ^d91G0y~9ISsZ7;heT7)a zJbmS_>eIF1l{@9pK)T@2{SpvraU)Z^fB(QUlSza)+@UZG?Sv17{OKo;KZ#4x6A}GDe!XIB@t5d7}N)<)_KlPy@B=Z!*Bz z##-}yRU9RP($RK@(l>rR)Xgt$r6wj*Z>f5*M}Jz_Toj}nDyB&d$WdnRoW)fe8a2a0%KTZhbxQV1iEd}0RQGt~G;1uLl7E6GK9&jMP66h(7UHCHgRccyY06N+ zv$yP99MN+n%btZV|oLKyrCG-d_fo1^rl)=fF)pBE`}(8 z>@f?3GooJu!fI!;^H~e!22YL!Ky<4k!{`I=Xt;je+S$qypghAiVs~rVp_B&{3D7Yc zaOP^6bvGP1Z%M-ci*K>0F^0mv=Ytsw+Rd{%jnn&AB zB3WgJcX2#&r6?DHXHGs22_}g~V~3D5#f_6-gN#eny*w2DYNf!^OmOd=qieC@=MJ;G zrI(9jE?SoyrV1!yl)Df%ve*Qh1#Wmu+qd_DtKFYzMMf3uSc%ydVVj$+y3y2-d9qyd zqs(q={)X}elAU;VXoL}J*V-{adiauJ8Tk_OI{y@d{f*KNE7FkOqX(ew7ApE{?OMei zQA0JHG0+&|0|NKLws}08tmM5*`hHyjsNGvR$oA)Nq?igI;vDobG+l7ea_p@w5JU5Q zjhj*1yq@9;p$xL#=cc32(muN)GIddkdSiN5t-fSMd$!p~S|_JE=DCA>ry3bgT#2QM zdU@h;Q)-{-vt@i8#+qhzCgOnM@2LYDU_0`g#83Gr*p%LHKaAB}g&V_1I{T?@vCL!E z&a`F9=IS^rw@5eS$ZT5Ojv%Y|P-Z(Z%i2t2IzmU$iRVt%uuYI&Er)%E64!yf*tQmD`&dwxZ_!39c?~x$$nIax465A|Wb0 zhO_zGTSDtDrps?NNCD3NxhPnDMh-PJLVCe95q@K%CV_ia-!aY zi=XDNFLJ9CvV|x=RJ1w6tRpUQ{|uUGLY+9rn=87|M>M;vt15C|rv{h6FkLQec7(2~ z<-lDx25QjZY)(MlPTp(Y$z3SVfY2`;oV%!Q|etaxk-;QDngc02f+~+XH_+ zJYxZzET3oCA3%FfQup!VqnreaL!{w%#)Bq*IZh7h+2^9#~QS6w~99HS0D5U2h=@&746hY$Cv0_F@049O&F5uh%SVZvD-6z-MVo z|3_7U4qJw#nJentcmeVYuR{GKtHNsl(5|-`{R?1k;?8?M#mu>UbhGDQj9*L6n@Y%H z%RRH)2U0Iml!E22+a4d4#>*ue&nI=z7oPr!VolD#<&$rIpag{aSf!Zo>75uv5@V+hj|GV4 zXZ^VAJt1r5WzoIycXnR4lUPp-Lj|f;-3e+Bjmj1E9yYl9i=65mfh7p+M;)5tas1lw73l^uI+8$dvQYuZKZhID!o z-NOs(SN@CY3Cfzzv(P1DU~Zjy}&kC5vIFVl@9Zxh!yUgn@Xzo z)|`VqH6@O=b}kKT=Tq+oFMD(8NClX^EO1oA+PpeBF1|1{dP|EQ+KlnkD75i=a?r|X zg?(HM3)x*8L`vi@3D~#(+H}mpiz>XYRobtyr4)Eu0~fidPw?Z z-LICtd2R&0+ovoj8jURz-Weo*9opf^x^Upm`0^}O!UgYrxjc?oB zTGAsviVcN3;GlsrN-UkPwpdns-qrlAE?dy_f5vz|&bDROeTmm00v6?SJNj{e({#=+ zi-vPoxTt4D>oPLH=9j_W^)oY22P(%;uN@iA z9=H+WP0z0It(1QRol|WR@!whS;M>o(zn^6($rVE)o+8j9s~)glo3?!-7vG&EzwLUC zDo#=LQuPSnR~iSpD9UAc%O1ZxULVhAIWHVL?!=lLcfq?Q8F3(Q&CxRxtS zI_sMrhn8ZNPJ1HHez%2jqG+Yb7`DO}`)s2J^F^l2s^e;7YaiEed*R&g6XpZduIw^# zty0HU=O%BcL4rg~=jwWevMge1=3Xknphv4QVAHkg?YpY98A)DY+$ZL+>sOfEfrv-r zbY%AjVsKkcL0yJM-K9`TqUltCrd)5pd*uPOM$C-FoRRq5d;Ij$h6|CF=1%rA^QNW+ zBM9KgVr?EMEcaV{&>lj+*%g?%vL&1sOZqDEIKTP!~^P^5pg+jN1YBNNG;#WygvOApXtgrpz6mF~gtxpUZYc`>%kH z7vCn|Jr4g(+8FVS!ZHG{Xd!;SIu>}7HHigzy{QnQaoNkxn5fZBh91H@49=!!d4GDq zintr_ljzzlw7Bzqd+obvV@R`^OB<;e`5ENjP2~DH4F`5kpLP+W=Li%i&NhoI@*>1M zs6D6p^UsYuISdZ+6UGw}Dk;3e**%q{%?qUDSyaZ6$1l*&rBCWg9#?Nox|>ogG`hw1 z*OgU>eRLMk@66_3{0yo5BUxMW&0ScBRC&u<*uVtfk1ZkemL$>$_Kx2Moj z65!BE=k65Xzx@Zg;#1tMlWcUtf)JF zzVUtC7cQ@`(+PF`mE&U zvz!!lvIiM6))<(da;xV`b;n3Yn_u3uA82B7%hLDjJE#g!=+3OObi}uG-#zdnLAIt@ zHu*grX7ElxUQH>oP0Q_QbOTK4tjsl*FIKSB-anTNb+~%ZVML^SLSqYXG$vjNN8#`CwCCnBMF zoIW3l;Dbzd=L9TQ#pX;p?=OeBMrw1D{vId6`RmSOAsSI1pql`AhZMv29DqTQ7XD&= zbk+mzxo2*q%<}D%CLaXZ;-n@JKt6+ig+Z?Bp~mG<^4v+#V%dbtMV$; zFHCdGg7~jp=zUvxFVVR+2|SM&ZbX?GUt1o^&DK=0Mt2`OqXCx^oh3 z0owXr*x-lKw`Fq92D;=pC_(FgW<7y!33c!6d6{+FH7cLOVd&r3Ye~w~qt)pHCq`7~ zgdzADLGLA!eqgn*LZp@S(-)nIV10pIym`dNE^D}2{?(NA!5^e1G2uvC#8iaM`E(tJI)IdRrD*+xM`0dz7EK5 z9fmF_GA?a{8JzABy11u|+l00=oLfFN(lG?_=&Yq5Fu+QyXNKTG2fM3y^`^VFqR_0N zZd>8+2GDU+Ab-)H8%c0ma@pwI)tq{%sOCkId&sXP|3IR{!*c|e3;i*cV1Q?6a>%Rc zXz){QwEx*MKK1ziGo^c0H~RJy`ufoC#P7;c9~Gv3zp<mhp@` znR(7Zd9hv|9te&1Vot)7U3_lKDrl6YKQzEgnZ6Ql z@&&)xA?wenw%92<6X_;vK;NS)5dYA1dRVVc>Vo5W+O4&t7-?!pg$8ecP%kEqFNN%f zx!J|6O!}%V`myA10m4WisP&RCZ)zO&gJL;OZl(S}@t3^)Y4l%EZPAldlI_-gO%%{$2<#qy#xE20E&EYsGY|>Jh*=-J-$@=G;H9#Q+^h>4b(5o7MS>waX>p9fzfs2IbJm0-5xj1gdjDOEY#| ze988uw{Ys-fN%bbMh{MO!>y0k>yC=W%Y@ zG9-7A2F~ZO4A`Go%3?3xZaR-U>}6F$u8)xC=@C$(CI^sAB__Ko@4`CE*V7STC)(n} zci?raZx>QRlnp*%eQc{=hfIIw-B0I&fWk)0W|L}cdpyH%RFOcu6Zcxq26)AQ)o!R!zT8^<5A5u_oM$Pfxma25L`+;3SeH^j>}X zciA7!wv4r`4lz$nn;ccms>kb0InNCfMu--Dg+mp(udMrWd-Hb6-O0dC=jZs8vFci4 zppJROoYl-rmi2cgR16yZKafCX*X@G-{p~YJO~7bnjR^rSp(v8S@eaFeBnzvBJrQ@D zxRdjpf+Td6uABFhD{B%n~} zp9{oH{2*57oe==qWBe|LkNBqG`7-#D)1$=(de=Nxgq!Etdc+aq9oXez#v2y%f%!vz zJgh^-`VIqB8Q)IUBaZQMvGY6!TQFm(;Hzch zjj4MJ-E0y#d4s=5{F)THX>5BIdf=h+q2&hpsD*(t zR-z?&(qsE6zSHgGteAO8(-s#kw{pZ7s-k@D8?yaXm^+uJ(wCyeOK=tL5|Ylevzs?> z*@9znxY@D~j_urissiaMl$&r8dy(s7lW8G9{Dfec~F0D4DPLM+CW7M$U${Z_E8(#UuU~ICl2SmcU=GN+MJS` z-AHBR*gohR3w<3gNW6%a54>Y4z8f}c_9agtlh!DAH#>O$mH2(v_oac(C5OD)<$j(r zL+h5ewMhrvTQ4XOJGYy zf|Y&B&H6bV>ISG|Pp}iljKl|(yDa3}kYyp{ZRC50?TfNNpnr5Vyr?0ulK;!-ve8(@ zH&^5=Ut53Uo;N3;LYa=FoE3wJfbiQvp@HD5pU5G1eW|CbBG)NZ=htb*bAs@vPX-); z@TEp?7PrT*3ebz*Tg3>c4nG&g8V-n1c4e>&a(2q032xU2x$St*(=I!CuWK4{x*&&H zwwWY}Z=>*E;T$z~hrE{ZsWeKaqVv#pZztV?9OoyyZgbVLwlRLC`zKEb(%q4KCt(j8 z4nw=6|c@z)NCY}lE_7v?;<~bfsW^_O=*Df@Qp`B~18*&a>&&s}vPc@z{VY)@= zR@^?@PIz4yaH-KK|7V~oQm0{X1Hjo=&}5B^%t{FLW+bPCYGC1DSYMgM)fe}1Ua@3W zp3Kr>lZP?4W0f?_cT#-+oDEK^g@B#R<&lDs6>d2V=Uf>Eay3AV*#h+%c{_%fKwweF zhi06bVymm2Xs8(7AMy=r+|;zKmQZ!Iz99SY^>;N2qZWgK%WbSZ`eSu~s<&88$v?M>bjY6VIr)he zqSN~>$MxZnIr6sFOQW2Py$mwUGh!z*tR!UJKVTFP&a6SH`wI_8r53~Q9cW~4RVU20 z>*{f|+?oh*sB*7gh;+!?+@*dWm&k2OELxp6JlSj+A*-zKMLWpR-4*{f@IkWi2mn3b zHh`}pW|D0r8lqj-&b8(HwAemrExWN_DvVq2Ns zVrU~k5W$7LN~Kn-b^S=vH?)1P*5mm_LnBa>toX|_a57@`o&zdy+XCmr@ zp058S-GH9V)%Ull`c9Z#;O5z6x$%-x>1cx<)tD7M38A8f&owW2KFW$y3!rf}dQAES zmW-U7yenH$r~qUfUitAG0_#o+N#Lro=C?18avM|+^?)dN9k5J_;ZdBTZ`K0Q>B)}f0Ox(bqd<DRFDUJR!Y6PJVvgva;{LVv zJ@Fl`zd=phNz58!LKyl4MR6bdt)4B<+!F6S(>DdjNZOR(Bh_luLRjH{O2Hi`U!e$@ zhPkX^vteLV?xy!aF}fM55qKZ`?w11+tNK#BmPNZJbdU-) zyEK{aPzfZGjg*z^?{275gc6HtE70tj@z3jQx<F_7kOpqHU|Nl3 zV1Of$%C7f1VigB~6sIUQMeciAp9vZ9Q?Z9)=N`Yc5Buhg)w?jXXZrIXX29=)3+NY1 zd2_4m&G3%5-1*d81>>N^EWnz_rx=@rkW%1VL@=0k{&myMJ8#+3ab#G(EGIAX0ANoXgCX=uKS!T8+99v zR@86;l)`ouuX4*CsSKAkxDVS@p^zrUGD>Gf~%_I7jD1Uv(eWD(Y85<@o_uYnA#~7aVM_pvJ?D+Us6Q`(( z<#g78+fKv=$1<1}=J1lZ&5c4{RDF2O+7P`VB*e+kqIonBdlQg08WpeSnB((KQYXB?(M%S9HchI1&I1!H+GA#a=Oth!(pm@#E6rsD(~}0G zF9Z6f=PV4-Z%I;kLuwK9mMHH-tz3$i!MNm&H3|W0DhpXQk8D{xxmq8!xf5o~LM?|o zix|U#9g%cf5H_ind+Oe6o9xyJ({t7BgE4)N=;G#5biuO_eLy_WAPFK@AO+{(Q1d`` z*pBvceFxyL9rsWsmk}FQ=#A$5#?@U5J3q1Pt>PukPa(I+8k`EY%?VJ4b($e~g%cpL z2@`#@_d;F%dy@KnuiflX-z=uKEeC`*0?b4H+LyfP{!!hT+Z{I49?x=Bc=KnKaE?WX zFSazRj7EC%2K?^ISu5JG zhEnK2c#{t8=^Pl(%1NDn-L&-lWL5NU7xpQlB`xg=skvOkBH)H9UG~W^w0G=#i^Y+yu8up>GGh5uBz- zJs&38SxW45zf`U^@c8r}m6D*=?39O&=UZuiE;+BW7~ih(6&Yg#4$>bqBQX^Zc)XM! zM9_u9hm=BH8TQO>w$7jyfd?S3w!W*$Nb$(HJ#)6ou^kGnM` zHU~?;@46k15D!fnM-Z2$x7Z=UBHnroHkQNO>j8-_rJa|R4NpC8^yF_e!BIfwVdM%w zDyurjcBP;ZoHs8sJNx&D6q?>a1$$D&vOS7d@Iqq)wVqdEcLXY%YCb{zUget_*(q>UB4D1QAOEOC+b6Pt?Ny=e zU-$2b?Ed`#w z2?Ocn1UPgs2K(!EG*NXx^Jf0a#^2<%@DeOGIy_W}s`mfkk43R*mb*PHFi5ICsa~~S zD5%MqEGfaD`^taxkd%#y2Hu%E0;H`m_uLetWqo-K=~2g%dLKp44oHPVXEe0+9)OZN ze39y!c>DhEdA4L@e4(qTNS=CUG|gMhGEjquhtDM&AS><;oVO8wEj{q0D73!ODZJM6 zep2cw*YukX&W&}DkT>To3)!bSr3pD4(3j8pco?6=oBt9>s8KweASKvf@t(`8{%Vm| z%7mEfIllCKaJLb=Io8w7ocE=G%`g#t_t!Y(P%qnZ(>`$6m8Nw=F==~c`x(qhqt-*E zT@>Q%9_jx~Z`pd>|FPL|pl9bOQE~~extL}sQt62tp%cjvpZezPG1-2zPb#~uXdB`` zDl~?^DkGyLy!~+3hVMhU&WEm~)QU}rs=rG<#v$|k8iaM!X2!o;p>%WeJl;~U1QVY% zbQ>isco-Lj1rlHkk&z?BSkrPm`Htn#&G%ZJC6tncwKkqiTuz`L!Lw@&E={y8gvJ&5 zjkb=c2K9?mz&|(B$nAumO$5jnzDcoMlA*=}SB9O8_40n8VmaB`N7g&1t&$Bd7>De? z#5koJ7lp+q2}_(r&J!n^59e?L0j z-biq|?})$ZyKeOJEH$6wVY!X8Zaf9WO27^ zTczCybc$WYOn^g^%ex9Kt#v5%2dt;IExlA1;?|x1&X$YxS@aF)5)Tl~8aw8*SHNFP zs#ppmt%rKA(4?0OjrZf{pyjuE8<5~B;s(%hX3T_~CG0_AvgYwL6wG>H2GqOPL$a3J zGxj|tsh2Vdp)Y~EELnz`FHan6JrlkCUl-Mx`ra&;5sIXRd<(nM^tE@$>jfV& zM2!kFRK!L_iPGZsi0ZLS(y=97OiXQ`N<3d18z6!z|ZQ8=;vzK$!hLkpS+J} znbVMC!%@p!AE6~6nKpM)_~Ot%HJHj7m9kAQWnpv~6wXcOTY&P}J`l^`m!JZ5^Lsl+ zU#@z~{53E2A^4dGjQbn&0XDLcna4@LchR{vO#lYm@dKOfe1Glws*<}+wveZO8fBXt zGuJ}zjPhNNL7pTf%PBh1Ru(a)=Oy#Yvpq+gm1P8Ae?+@94rQ&)^n5hKr5(l2Ks92J z>=vKYCdb3|FOV;KO_S@v|ziTXIi%2#O)dO}hN7)GU$`qIKlOFIsB^*Oyen$M?!DYe6Elb*i>9hXSyROQ5$x)M?@NZc zgKM5KSHVSD{;9vJH{yn}oy+cvczagWKmLl%CejUqE_ut%s5x=yN8S8U0g_;(RCyt< zBJJi4aT_t&_=~)7sfK`XicdPr2NkRUm(cWsi_hzL^p~GRhXU9)Da8GdV}YhmoPKH# zcy9XJS#BIkA2w>}GUcfKqdGi6Q4(Xv6(9EmX#0o?QG$v9d9@lI$Cj-1f|hyK@%mIq zj6H{iH2q)Iz+FITZF|@#l&e#rKP3&V3|oBw8W7<0+McN&;-Ju2;;ZSR4^>w<@>@2d zQfvoKaV7po+lE$+-${$-hG6~}Ae)$yh#7(oqPTHJA1kd8}HdFG?mC z|LLVV!c-xO0Rw%TO!KYw0#0S-=+A+Q)2tgU7I+9zaDQiV85{yBH*O*G)az7#aleM< z81VRUiH&-7eoN2!=)-YcWgzZ3JefJIkx&|4^vXX_HVh~T@N-svwEhL)x0eR+xtx+>+Q2 zwz1FCE^b$Ir@P%0zbjPKZPu@Wwo+_it`B6_K2v;mFGCizBcw*~n#TrA2X1?vOQD`0 z(HS3*-z*dNvmt`VMs!uKPdcJdI<40>N_Vi}H{$s92G_Fow};^(K_8XCPsdX9m1&z3 zUYTc32xrd-sB&u7a%jfdw~~eO$D2D=I8)tJi3 zLJl@}rXcL=|Bmmue>i0_NHR@W$!@OD(vZzcL=47L4(3I&QCi&d`0FdOCn2AcYi>3q zzR>^&Y}&+nQ2h6d6;Hb0B>YA8$T6%`CXVCQ$OoZCsUcNqx<{)fkZ)cX&C{IRjp@Sx zdGo)0E}?%+74_XuACo2kkbu0IklxoL#jaK(uJJ?6;QCbE{udkS$d&71{1x^lqS?G5 z)s?q_BK-JhGr`g{EGfIO`9S29YPe-5YGNX1_x|!gz%d0Py)O6-wsIdoENFEubaZ%Z ziI!YP-6O^WJs=XALeNt%G2y5gd^Cl8U~E^dv|rGlGd!pWK%T271Z zDih1ib;{FSezoucj--xhO^MD|frga{hX+*{2oFXw1Jo`o;-F|u>z1S;>X&`&Tv+c} z-Ph$LPR;)#h?ID5&Xt&TLS&YDRTlVR;H#*@F@l?MCY8T2JwTpveS2tzaP|3`zfTY8&`<(H8z`TY1J~d76q5X=`hiU|0>j%@CTa+p6+Ru7kqsMzQ`@JaF$l2-~$3+O|?*j@KC-E|3 zc)7AXS}9nM1nN{WV7`)AW75ibF#^RZZ~ayTX&%lC_FBPhr)1qppN9kBk&sHFgC$A~ zV|t+ijNW6LsRUI%);EAh9n7+d8A1OMFoCeaxwQ(|d@Ws~JU4re(9qGUd%q{>gxtP- zJCf%DE(-uJr8Uc=G*AY3Ld~JbqT0kglA|bKVNaBXC1h9QoI=EJCjtJ>7Hl(tnhc#;~u^M&;auYjKgHy z+e>ChA~4g?mHK8GCnsZj?LVqWf1Tm@p#mpE81?)&Yetyr?Nf>O zo|{f`gNR9P{Ab5Bt7(%R??0W1cWd-81t$oYNI)05emflg#<59(*ZIx@8|7)-374G^}oW0A7 z^HnOsN(-@N$D976QjMS2dK_cI)+fNqya8rXl;w*Jd*8TbpWyZR)6>g4>YEWAVc=DB zEy@DGv;5D@7vBPula_OyI~|#BTqj>UCOlPDmcFYo=~RVkd10hXs}ab-aPYDmUN`xk z<582FK|OCpVD3)Rl^=wedM=KW2t1id*kw7~=5~(tyKe~?ZSLb$8463YEomUIgVc$W z+Jw{jDs|g_D12I&J`1gP*tmPPt!#$UKy)v%c|k&uxAvv0ft}*iiVADB>ipVcYQ>D{ zJ~DJ`pN@Ef!KLi#=Qz(ug=%q$sV57>>(>kkR|tSki4^0rBf zz@=BBE!$gYyr4~t25D1k_VJJTOxIF|zT&|DA$cGIoioCKHoCDwP9=dplm9$=M?Blw zT-vJI7Bxc{IBbn;t#j?xX@7181t%PWHgszm{t$bQIghWW9kl#8?e>rD1P9f-<`g{- zaC1NT@&@RrzhwCu&wc;>M~)B37S)Eq6KxujjBNi>l}31e@IW|hu>LJn-r9UD7LUa1 zL_&d3NeCbhH92CHMK5Bdw*$mP&F?33gz6SQtC8bwZ;l_&Gi00VFZrwEr?*?PEKOkC z!LF#K3^-D{w;ER7v#=@ndI@mi#+rVJs4Iv8$mixu0zo>lpc2!!_-TPI!NTQzU!B3M zR&As4o0#N^cmzs_^PJiSM`E+$FG3Ta4et*pPbmRhB{?tBtE(2=DY1oIdRC`5z1QA7 zegY6y;O0DF{8uplY-Nq&&!|z~>uJN#&2DF~jtd`C z@mHl$g@1;(iVgG~uhcU#!KE638=3rmSws%Wv-(xXbFzkcv@9Hxp@Wpm#L+!P$zO9C zJbpt=iJeaiJj|j3-Zg)#Xx35J4KJNEPlNebha-S9vHsRU6m7Ap;MIcPybe9XW zFiI3UDl8dnQfT4#q_8zqVaXyVf9?ABZ!vX1c~NsbWk*~u+e&9!pYEivT*lJZ!Dbf^ zN?E#;ue#h`$61WPw?%->mv(YIef>x3%WO>eOH^>&&tl+K-Nk$F2m;}})y-AG+7mp( ze-c?IFA{u3Vm`-YvmY!3aw_w^CXBjT@8&f5$l)7Jh504qT|cx0j%gXoohD4{k&1FK zaG~-a(FafVH_e~&w=fhT`OqjjJrMtsr53bqRi+#NVFOX48xh8QbURTVtwSolxNYQ` zSRlftb|7;FNaP(Wz$l31>;H(EZ1Qtkhc8s6iX_`9B9eT3>L$aA<41ouL=@*XRwnG< zj7eHctLYF*e`}J|Y=*thr0nK@&RkiW7nC%<-jnmz24-y_FOwyBvQqxtXJjWY63~2D z+_1f8T3sy_@d`Y2sUKH=I7Fo#UO-P=T!t5*8f=OV1?aM4HyU-RE8=uNj!P9fA&g1- z5x?nX>i!yL>1Gw^1oVvPm*_GFWYzEOJs6*_FRTC{5ChO<|sxU7lo^Zv$F-WwM+6RXjxEHURd^) z?0z81Fy-mcraesdOL6JA)o%;U?C+;ggNk+;zo)qroz+I0rV z@V%{bS*xfhPBG2*Vw`;nG4_vI&%gR@pmC6A z{#B3jH8%?NRvh1YHow3$m`W}yJzK!xOmcYo$`=A042#K36kO|G%WXNQ zm+YLYhjVtw4t~7WxBBT4`j4VeyR82wYb!y`OkV0?_w_pN4XU7{%Pm}8s)t(V zBtwO=nZDV&qtkF65WTc#$?QyJb-XyqAR&}(vocV~xkEp;N0}8mV4ca^d&$zrLl0yz zNkD$GCG>=(wM$@XpL8N6?e6q&ZEr*?;B-!RW>=;a6-vx)EH=T8*QTJgX}2W40#iB_ z6YKBZ%_vivw!3>O1XMdq27OB!%w?TK-|587tc5s5_~K@q(i^W=29GcJJ zfQBRGruq^3!9|X=_qdp9nnj}!8=r?<+s1v0^mfM0c?Y+*r%cH~#_eAlgKIaAhhVb1 ze7-EAn^Drz)l#U^GXH}Sju{hQCty~$0^x#yhk`F_8pzLKX;JHWLmaPKij zk?Z6D+4+9I4$a@?LB*p9QWomgKK+C|&=Siwnj(PE)}L@lfn0U93LAG)?kW5nqdaLa z7R@hDr?EehMg}?E~(k zVJx!Bs|$Gnc!2ITYvTpOE~<%m{m=NdzCB?kF0WNOKynQd)pRupq*gH0lCbt-X}Reo zOPS08r`M#ucwHw4Om%D|d?rs15wG8#M8JO+9biFhN&amDw`)0%++;zLeX|HirWX2T zJzPvv*yxxD7MsE#cjm_sl}9n0RyiGpUj65FE6l` zXIxVD@R$D$$!Tiza$J)7r9$uu6Dr;e|0{^CNAHgDl>t5jjuo?<0 z2~{UP5wLbqjq(LoV@24xwZA(M$vi(>sLB4QcqpAh#q||!TnxoF!bN*FZRG&sY8ooL z@=^tZJ(^RVzaZ9PX^`YF28qfg(*xIncW6s=>LxTljgH_m3QYkF~TU&~E$eBjcQ)Ik=s0v6uQ1>y?D7E{*_< zxMT2mP);%~&)rgoIq;M%#X7%t$axm0119PGs%lz0k~arr2wj@0mxbIqr~4b-8YBZ; zTlEAhDw|OGKBxu;)GCkPq{jc5;MFDdFMi?K$8)+OahkUDeVIFM`8dKHFm|*Mp}~&u z>dfPxkgBE13BFK6EPETQwA^BuIg(CMPxQ|aVEb!MYp_nem214rwa{LoC(U{^8~>Xo zcmEOYJ3yYBGNm~ zTenJ?gRNUaV8#uK8BW%pm9T zHoh;_f+qL~%P+ikb*%YugQ>$r9C3kUk|(T#RKzIv)qA``OTI*Rc6{x02QM>t#ydq>50hPX1{Y_n z3LN@fh==rh`XYa{On2c`h~^RS7ivg$ms4}^xz5*~wJU29m6v`JnZF2mUx6YbLZ&SX zLjM^9^xbhYn-JaFi)`m^B z;Chi9nVQ07ENV{G@77Yv+NZoP^~m{*OebkNuJ{3dM0wt32ukbwUR=g%P@RLerF z)gd$i#<4o-PV3@$;rVvor$c=MFH9_ZyyGWY?0r%2=>#^&v(@{wJ~1n;UeVX8*?UHs zPv0?NsI)ZAtZnzLt=Vo!rYC)2e6R8F;SZH%!Ltu%XlW%NIc91K7_qrO*d(y^=2S8l zvgcpXSn>Y3<;9mYh4`hrJ(yeS?;Xdu7ervylw54>p<$zS8`O zs6?nUL;xYPT-myG<7h3%Y9Dx^e#EBu>(P4=fA8R(IbpvEX_PKCU>}okCG zqb_cb#&k|cbbHY+(omP$`DD-1+?U9bsT$%5qpSzVQJp&z{18%Pwy7TyXfPEMTl7H| zK)~9>Y5ajR;VM41lH^PD@R$B;bHH;@RwN*(UzwmX!dbP5=GsEChQeG+Tn~l|e_Fi~ zHU7x=2dhNbNMZQY7L*YXUp@nN^tyt@x)WYKcXbzj`$(3K&e^*ioQ}RBLIC!WB}g34 z&w~BR_r+gXmP?p!tcbl4eapfqu5hOR*tcT15>2fg`Iy9@Wt^NrkqsY>Cn~iE@I-#A zaWgB8pvu7B;HS@}nSB0!@mzM0?c_i-nO%qd2^e`eVm+qynjW>Q z^j~WY3Ib<<4kha$_tj#3hFq+}5y%Z6Wk?i^wfuM_mdB=NxW!je-!Gl@(C2<6*}M;j zg+zG(Vk?QZGxiNw(~R4EaVCqOJ!y>~6Ur&{E-{jzR7jN*L z+R?m7)k!cTi^eyj(&J28?@E2E4lN{&3~Gj{j~ys!9}jYyJboSyZ|?hCe&~%)eB}9> zb{zT*>t>l5qTEr!b7?VuuQm`kr)#H~?i02NN`UCXz7;gVss}}O%5W{{a#UZ1v_$Z} zytgV_lTg~v!yPm3m-+n0nKi@}Z!5o1Ejz-CG`tHP3il_<0PI}yv}s7~ifk7v2OkAl zw8^=$Hs&vP&lR&qgLOwpxiR`XXh{}&-g>n}}qIehTi zOzLpn&xYO~U=XrXn;s2eG|XxvwCh&CNDhbxm`U)BqEw$Vzq#>>MD@4!jZobh&vqrN zY^`~~&*J-7$-<-N8g4Bwi=+E{p!lrl0>1_$X`*8b-sDFb>^hxg4m@~R=$^OCl^}Qd zaRN?BG)Xl8^KBslwr>cVTR3qe*%y&yI$%6)*Vk!WV?(_IQx^XY-$-}P`s#Y`YmT&N z(hqq>C5M-as7Wkaj^q3$?`U>mSg}I)^WM4Ge9Wlw)9%N8LhXYWVhVM!+=J-!Pa;M) zD=`Bn!C0iy{JsxK)wC?cQbioQyiGei1YxEVP?#Yie%8a8nyMCQzqa5ovqyw4#d-8>T>z`-PVWOq*Y zOCTFv6AN&J|I0`Nuil9S=s_Uh-SKHpU7b)}45P4?Z8=LY*j?LRH5Ot5TFl~m`6e9G z?UDQGkhN<|ng3XW|G##y07AbG29eL~Np0(@U`vg0w7GIT$+oX)B= z;o<(QGZ-3^-L+k60SJHPUjVtZvUNUvA{2o}2s^DGxBo=ifb`4_%^S}A(?%qAfiubs z?Cjx*M)ZBC24a8wCd)<~9UAAdM!Q36P!_?OMZ*$qsHmQI{KM;0#P zr$xD8j~D2FH5_jf|9S^xoV9Y55RDPqCv^?`M*-P=J**c=R^)He$qNXN@dKR^$_qa` z(UbP3zd@bCPJh(Z@L41L=Jo2(fKkso3ZxxObF*x%-6#03B%klcn0%-U zCLSz#7`g|YM(a~%x;lrfUk1|@mM|1JBI1NH*i=Ap1OU&KFpFc+uu;7n)$G`q+{a=pTr1 zNS@M|=av?8$ZP2j-siB_{(<}xxE(~~?L2h5>WdLiFRzLj^i{t_blxWVEE_Ugf6l5{ zJF7o&I24%Nam;m9l}v1EKs_XUB> zI=*4c*zvUJ<3oQ3$Ze47evoz=6@LG2ea;FiOTW722QUs+Tb&FSk%{^m$R){r0_^PA zkfx16G<}DTHF^f^?U}lB?WC4c4#6b_HuODfM-mJWk3D-2-Soe_wNr*%bU#q@ie2D~ zcq2kY#Y}=;e&Fo$Yp~-&Ot|uOx%z|_MW2Q3F_8PJ9I>)4I#L{4MXt66key0r{ipC+k|pEVsXR@GQqLS*kC4j^%k7pVHF$h%a@38({RCcY2POw9+hiS)~iuWQwv zttXFqCcb`&bjjqZU)@Pk;5D0MybR@AJ(^`H?S*f3V9fRvCbH79ES?8)F0R?i6B=^G z+!^>3cqD3{iEfN1swg)r=BCbR7N>BL3!{t0jB87EzisH(VGcI~UjaEWCWlM}sN7dV z9#&poC>NLud$VEc@oUhrVWh(4@Bb#gHk#(Bw`023JB{KB8Fu>))xY{S`?}js*k?ae z%DjPu3#8S%dU^^__Vi8ePgJ}j2mS8c^@7G8ll@T8b2%djDIt$(=y zjdI8IM+!^GT3pu~xL0hOFnW!iBD`^u_vnx77pd~vYm(ca#-wfJDS?4&E#@b?aU-43 z8gzn!W{q{DZ3p~VYAzIA3w>)5yg1AYIeme?7jL1Pu^o~t#wfLS#p7)3kg%PxI4shK zzEUpueS4+JETqt=s@`sXaNb;uNT6LFW9^Qo#A8?x(eOFz5xhdAHcIg2B~Fx0H`pq^ zG9L#wC^4O%Yat-u-|2T($KNN+u72$wf${Ls$BPcsWIYGW^ePdoNBKLnZEg%oA{s`S#z1U8Ms|JaRD$dJu@jGEx)u!5xCx zXb$rcGcbsvWr*Ri3*KlTC8(Yn3?m0*oeYAH?Z5wjnxh}6WxemftlBx9z}lA{80Ijqi6td$y6b-m>o`{Uf$*cLGmegF!cBji%?AvAZwNM*B>qWL zAEDG5J-dO5BD3()l={If!e%hDZD9@p;WmjW=<1yX*p?>e4Ojv-gdR{@52H}7gY^h_ zj63_8c^TN^9$d4!RZ#`IaE5oJ9en$($VFU(F2aVU`*9H5szW0HJz~@3{PkUJU;O13 zbPGl4tsptmG_2I}wKiPz-B@_!q! zem@-rx{lF=Tm3pATf$_fTNsVvULPmOAIEB!C|fpnVreBB=&88d6Y~cj;ACw)>=55n z#!5PZ^_`7rx}(H-C%$L5fPTJmps!E-GUn6+dDJu;Cpj_DD z<`b}aNe$U&rN%cQX{p+_RmI4@LmFftPBKFpyveZzhX9z@L@UMs0auO2neAFQ4ug8y-JIUfYi_tP>|k<^cI42 zX;MOw&=ZREgc1TNJiPDDy)*aMeQ%w!XU@#od!O~KwaeOP9sfC=2XN_X>1Y8M7#ILA zPAf~lS%Y61R!f=Z5G}D$SMDEKSTFEj6c7}>A$IfDZ8?y-z)cF z)(h9=7DS2v(Efw$e+TyQ|BLLu!2X*H3t(epIB^~$HvkNvb!11}1pF@x<8rfqr(lOs z(Dw6*rbS6=&N0BQ*b#Tx(s)=(wS|iuZo89y+QH)#2WHO8Wy)N;NPbDLw>|AcwQuz| z&f;DL_=N&PRhEJK-C{2kmA_pw7@F}r+vtvMQ zO_*Bu)XFgcSF!?UqB=BXw2dnsIQ=P^ARx2QT(FTf?>Sid@~bm02LDeiE=1Tt<5_}q9yJwY~A%dZU&|8{fuqDJ9Qv%jOaIM(e@m#2s*4g z1~9P^MSLnekX{rzkaVtS$a>xTZz;5>=DiLc5LEiLxP0IX1__4TR|X(=iU7ujdI z#O$%o&mOm(f-KsU+J9UEiUSR}Za?*) z3+`;LSr5cY->aLMR=gorWhiP#E*`UNKd_QrQrIcavx(E0KIpxfT|ap5W_ASN5dIT= zE$(Ane0`Y<*Bae9QsJq0-A=jv&lISAu)~MCOTf3rDDz@DLA7=^+IaVpHYnG`%)|K4 zVf%baWSPC?MY{l0e=%SmIRp=B1WxXq16gH#zm& zfr^w4I4`I#KuXh>zb@gT!7s?O96#9I7!zKxte${}EflFdS8#|BFt*&F4V&vz*Aox+ z5FTPV$RnrYK!MO_)6)`LXAE9i3*ZbQ{K`7`m3>0*JI;H{{dDI3Nz4-2zHiEq?OTWI~~~Y zXcE3S3WtLK%)CUG2#^@XL+Z!kFIuvnE?Z`ZSSr&_c{o@Uoqvd!FburZ9h3AJGHO#B zo{mL@kzB~b;ErPe!=D)|=a`*`LSvyUiskKHjjbb|skU)w6C-`c0dXyX*BFrJPBS~61)^Y6XS%yWfT54QP` z+ldgP`cY6*kwm~q53BTyz-n3*A!RpYTu^ zguCuZv(jgR_{odwZ-)nRX7zSTeJ+*I*aK=#hOq?!idDaG40xmE{&sP$-iJBu01EVl zFB}6Ra9rp}4un_cOpgntvfvPs95f>=T;D)LP&HV-&Vr(IQg& z&h`&0)(wkM@KoRk{FEoJ(%U+?`DKb$%SeDtL{ zz?sM+7oF2=oNaGE5|~PWqQO5%4Zgc%FU?xDRqSuRSRD>B2Vt`FpY+9lmbQ%qsSh_#l!IJL5nrI%6e@{*37K6Rl6hW z-Q=`)7v!ENjK%|y1JYCNxa3k28Xn@c$!SIrP$`q#zqn|F`EGiMsPWx*dj=akNHE-o z1=+7&y4&6mdM8Dlhf_J+rH@5-&fR|6Vy=VB)6mz;Nz3HR{AqY>&?}U7*Brm+;r>vx zS559)+b+(-BS@Pvc$0{aR?vT}_h5F{AjB+S_x?3MFBMnqk>;@Z+Atg^_9JeNa(mmT zE;V=hfQ9GKR}s(FB6IXi_v>vWOxNLY&-8)#f~=W2<&xg52UdCf{0DNWM=vR?hX;bC zvi$?1rPQt&1m704CN%Cw*nGIKs8glX$TQCY_qj^@R)0h&oofi!I3?LxeNQ#ZJ4JCl z;=m<3NI0?s&aovD#~1wY5lOM!NBdd7{VmPB*%f@|<~L%B9$5tD!k@`kHb8l$Q=nqV zybJ24f@rl=9+xbqM&gYGP=}2~(XfC3H_`z&VNwI;6{>EijAWP551^sP#-X5_AH9;adQakrgk#+K(z(8y}55&LUkYU zYz9C5QD2ApW-ODDs@Mg&h8`MI7s~uR$55jpkOP-~h7k>p%S49(M^HW_my<7_TLrVD zppHo2>@_`qqq8tj6*E%N>J zz#wjz6JZzEm6bmut_>=~JZ#TrtpJX+xU|eC%<*Z52PoM)kMM}5U5xRM89RhfUI*|( z+2~`~(PVg&Wn`u*o`zD`y@95lD51M*5f-}NWM{|j;`;tPr>o<1lBTk3pg}~}3tO#f zWW`a4R}n4aP8Vtd*By=jIFL0*{~-fT@)Mm+65UEO4fjR+ALR)q*w|0G6s6i?lK~{s` zqc79D33)}1j!2<(*-Z%JM<@Ktkd6B<{WzXuO$MbVlpDB&h{6p5cYP{a|YyO6MD|kleL0lo)c+28n3gADkev1 zsjKcyMPE*^&<%oZUnDu2JEvLFQw^m16!o*SqVg_jz1~<7D0eV(T+6xXWQv|1PV-z1 zI3KkVWDs83GM{ORmYCRZQNQLp*nyTGl@c&3tz-MqozNTIneIYq3Q8hDKDErp!%yu? zpKa%)UTO4~jdG6L60;Y(?18SI6Y_OGXvHR#Mmv*3j0@MH`ay$eP`cF+&QxQk@X~}S z^R4z)53RKQnyGyk$gbLx_Ncq1-U7O{QtnHW9yJ%sha((htqpbF0q>A==x3D(P}5!P zY`4YmthGsL%`I60lKDC0>T@xwN+e!;!`QX)pbdQ9oO*9WQU^wrMcz~B0Uo@1yCRZV z|4WC?^9wnmlp?a+X}>P`5ms9|dHBrm^DhD>1uQMmlBT{+8K=jr{~8o0GOJ}Vg?_WQ zNTE_nC|H-4CY8cE>hMzhjE-FDuEB;6#mCo%lrt)Y5-)@)WSk<$Wq*{W-Yxo8bvb9* z_hQKIQ;)dnJNTroi!@N#8}WAw=2zig?z}?F(2y;5YCNQx=26xA`A~S9D3P)4cETI9 zNR7wo66Kw65u~U)fO%WWU2%R7Tp>o~%~O{TkVg?#Vm?`bI|iAK0a=cUV#j!~IlBzr`_^xWy%<=WM<#P|ul>*Zsm!>jh@!a}mG$AGu5pSqIt z{2e44{8gH6VG^8;vS%~)m-O|t^mPqSqSOGb7B>3TfdXC1%lfy4puc{($$p&~_)AVr z8Dl%l-9W6$BjQR|_sHJNgIRGh{dIpZVQ}eaqKL{(?#0p*f6QL4gSz5tst^&iCxT}KRpPX_-(`ZyV1JOlT55;GsK%=bbOS>7_A#P7D|$Np_lDMk-P zbL>+Wr(Q|u610y-X^n3TtsXsp%EIc_kXeV}`wJxKS|(wty{qDW^tmMsjyGdXc%l&> zaF38MDeJH`L6Wy0ADQ1%yE?xRt)fZ zj>~WuTQ{;Nd?%(f$W5029la+YUdk1EOA}5hlJZx3)V>WwY#x?vakm3s zu?I@=-OppH{2OHd#RPe~5^1Dwl;BjmHRV@3yIEJF{*&BF*fkil3G=*Z_K?%S!KKxo zX=u}$&#Fn;wEJ@nL&>CBe`#6cj0fU-sSEqsFc#Va6!`UP)oLihu;Q<+;$ageVQAaM zC8FRMU|o+0$D-nVgYYi1SU1Z9!Pt1|=0k`y4oLp`c(Lxb-#AE;&pXhL)vfW(A(WI% z_Q03HNiQe96UvL+a@H(zDd>q)%VtkAQ7yV;?e0uwlpE#t8+8HVRv8jXj(k=byV^Lm zSMg;TRTCQ>LetGmxxT+ckqp9oV;z^~d?&^2G<;{O-UQ%-M6@^=gtssUzzFRfvz(~0 zGVIaOZ^t*b&m{R!WOd66jO5qYX+Ow-9q-z!H@)A~#w!AIYa%Jf0CvvidFsM^m9E#C zc3MI}4P@6SZK(+ORjBIk#&{7>=uIZUpoYl2$!AYg@7;YCL#HeD*VofJBHVrf_1#9$ zi$Jynjo~abW^u~1Fx!@Xcna-GOM|6CEw?FP}nySrSsji~1<;s|JNDX)Cs4jMW zHfTUPkRcQ!vQM{>5a{cDxtyDqLxuhb24T&jJY?pE7iCG$EIj4TL$lL@c zz2n?;v}+8Dl!JZzXw$1O6tSv)n)_Im4 zA+P{dN32uN0P+KsDrD5?{Usjm8~3dwGaJu$0FP8vaC(Oa>yo1OLuE$+!-yp_{>Ce{4Kvl3gcZvX?FasQLeJ}{RnR4q{ZAYP z!Zn-2h1r9x6}*RaYLEqBBz)n@P*#KnrO&NOcnpDDkIwepGOK&%_TyK%#sc*7?{J(M z{*|fH7rPp?qSbZf=H|t>B~1eAV{4ewI(uOb)fx%J!;zX@FW~GTUqAT(_e_|>F3rab zf6u-9MC}a3U{*4)v%Zi!y2Sz2r#T+05ARf>_A5Fo%~Q1@|)UX(AA_81AFjZKGBr+2T5INzW7`CB}htU$=Y zo76>toYZl@FW=A;jmvRN74o!gXzd0j19 zjuHJk@aEckY84Sn)cbf9No!i^-py}LdG>Wy!6cXjjZCX;;FcmA^_7t+ z+;)noW6esYMSbPOWf(ZEDyYDK5I@(E9CSL2etxyg86;{X`1nOY-Q~s!KH~Yq7tL{T zN$-9e=qr^MW6aao6>KWzeUO~Ad{xf?rFka{ocuB1(axmEN)FeX0%3=6;FSg&{+r*J zBf#_J*8GuePJ~%C=L@KB>K%rX;d+0%6g+=BfIlv)Xq#UZGVzBj<|Ff`VYABg(H_b} zD-8045#G~?Vpv63}0h)M$ zf|0G9s@TAsm$XS0AIJ)1vz;i0<3mR9_oL%Se&0$OSFC5><;X|R5j#iI^s4=$G(1JN zZQ^36kiM2W-Bso7&p&WJXz7$QxyMZ}ec5MLr5sWgWJiD&=K-s{_-CiAa$m z`s+%%|K{v18w48~F(}vq`+>?rzhqMwV#HB|vK5l^&@teqq5#M(G4budU!0A6sU7tRVLI*G zFs0J~M3CNWC6LzfVcjllQ~|<*_h`+>#_|?9s0?O9L`kSw;PW&?_cit3;_C)e>7+%% zF<_%RTO((+cID(p*m5=0>pQbLZ^~~iesZeoG2kWVq}1-b`iElQ z?ydu72ssa*PqA+Dzs2Sh%+)r=d9S4F!Tf80x`_qBtwz1Ucuj5}F%@{84mE!}@o1)b z>=@v%;NY=96~sM(HW?P|zfoIKYp!X0kW5S-Db7wBweMR>fVZk9U5U1BOw?cvc@)N4 ztjM@iG)Jj)vEzgKa3Q&5*$5ihVe10AS1dyf%+^`JWW%)iJ+J7Y@ssAs3<4T;wx7 zb31P+ydAWGN(N0Pn;w}&CneqqwJiDmlQBB@8oC{7Dx;QStc>11y7P=DCBI&#Ro~;hjBX)7H5cw7ZTEd{fuKm68ZPWHxl#114X008! zE_>%*paFskrrZorkO#kMB*Y}V^K#A0O@7qnvBqgLClc$}OIHr+^{Y*vm*z6_^@D*7 z*w$ioNYOW52;&$K&D<`i_CgUh*E53X+L0h$=sC?du2Z92YRV=9DkQ%N>6)`Mi(DPK z=NUOP^~G6Ot0L23Woh1y!^qCJNBIF;+MVXf<^t{PFykUyWsit&N_lm1!YPn|O4CFa z-ySuCZs4R#yF8FBNXpmysJp||hb3oCDOEslcJ2D2{41CA81g!_ppkh~VE*0qt0by% zLDz?R*tuKXL+>@cz^pCvVb+XI8!K^AgOKoh=LxR+-cQqfEPiY^oIdgfSekmzVs z0@^K+)-OmSL+Gsbgy03APgg_noji^yYnh@k2{xe75y}~?2s3SkPk)S#1* z1BcZGF$`_BjQf^!IH-0;9Ym<|nhMXtTIbp9&|e6g8#Kbif@eifHd&~R#G~b&AeG7U zq+s&Th0Feed*@uZHPi-YySA7Q2W}a6zLM)Ot=welJE&cfrZRP=FA!5XOep<1Qp<(4 z88-@QtF{H*LT$k0~Z4V|x3c_-9Kk?oY z7sVV=k235;?sVDtHoV#ujLBVc>>*iPZ@iuyE`B{;=Q@I&IM-p@Xr5#Xads`9rkm`* zH<@vLht9dtHnE4Pry5~i>4Ti~p}Q8pF>0A#pYnXmwQJ7l0J3``xVzaf8vOkXt5)X| zor?C&{5)Nw)wU2HYMhie+8b?OHf3nOc5-}d7mxl*D@8Hqk!>Dn)o7Z|bIH=gm#yrd zeukBC%`|*aWnFTI43RE7c-`8SWTT07X1;D&YT8G>Ae^bM8x|Wl2rCO%QR~z6pfjj-jm(4L z&DCx{k~D{PG1+JVO85QIy4_lChVfC2@=U4nD?3}#f- z7_|lTd;GM$;+ptSh_aJYQIwlWX?j9k30PBAiQuDGhgrBWuGVutDr)6>IV1jwDVlp| zpJgF#A$eA<*T_gVYHt}Gi`nB!Gu@C1_^z)+7d!-#zBW)ylgj1dfwvXst^;+=K5Kf4 zocmn3Liiq!jrgp*u?{VVgEUiQDR*jsejY@N=-b93G4IYkOBiJ&s0WZy7?a2=Nn3qEZKy z`X4L1 zS-BOKdhCuaH`ynwwN%Z03ec2DoIkWw!OSZ3wCj4|8HOXY4|H@=@*<1H%Bya{V zCA{Hm(XLb7Q!{F2G{Pi)xWd@~Y0DzA{U}?*<2vkp>C~v7eVM0me0-(qlb-QU4T;|} z(`5p5DCekR4K=j6_BrOZ-zZg!C+847;wSl8Y~TD11VQ-kAnat1CrK^ddi?rnFoEw# zBb#sBGanK9#xL+Jl9^Vg&Z$9!E^w5+vDuX>!{7OSi6=(SPtjMCQmH*K);SiuYy|fQ zOYILvko=6Rw7r~81^=9@Ed+0JO>m#J8M~YmGje{l0+H|dh1k-1SzYqgqs17#-an$1 z&EhwtL%hAuOQ&3zY3WSE)(UfL>s<=evDl=o?6IG0L;|1xrFssli1ECSo06YBb)EiT z&4@cmDD&Jn26zI;Bg89XHgM2Z?NuDx8+Z7GG%Xn|Kr6len&9%ewo1zINbqKPlupm5 zY4RM&I4QK^)Rt5JLXW`w*NHj!ncpvCBE%PWIiqL@(Uab^>&R}dkeL0y%D|%!ntUtW zIH{~E<{7HP{4u~plW(L}$ze=^LUwVI{gBq0lh(>B4Hd~3#J1fs0r ykcXl@)y>&4U}!35V*U#tCA$k@edhdE+0RhZ>9ev-*p>;e;qx0G{>A6Vlm7=gY9yZk literal 0 HcmV?d00001