From ac0993c2e370b321d8dc67a24ae3c0d31b53f162 Mon Sep 17 00:00:00 2001 From: "Jade Choghari (jchoghar)" Date: Sun, 17 Aug 2025 14:27:53 -0400 Subject: [PATCH] add multitask --- examples/5_train_libero.sh | 16 +++++----- examples/test.sh | 22 +++++++++++++ obs_000000.png | Bin 0 -> 47527 bytes obs_000100.png | Bin 0 -> 50940 bytes obs_000200.png | Bin 0 -> 50394 bytes obs_000300.png | Bin 0 -> 51639 bytes obs_000400.png | Bin 0 -> 50900 bytes obs_000500.png | Bin 0 -> 49251 bytes src/lerobot/constants.py | 8 +++-- src/lerobot/envs/configs.py | 4 +-- src/lerobot/envs/libero.py | 6 ++-- src/lerobot/envs/utils.py | 1 - src/lerobot/policies/factory.py | 1 - src/lerobot/scripts/eval.py | 54 +++++++++++++++++++++++++------- src/lerobot/scripts/train.py | 11 +++++-- 15 files changed, 91 insertions(+), 32 deletions(-) create mode 100644 examples/test.sh create mode 100644 obs_000000.png create mode 100644 obs_000100.png create mode 100644 obs_000200.png create mode 100644 obs_000300.png create mode 100644 obs_000400.png create mode 100644 obs_000500.png diff --git a/examples/5_train_libero.sh b/examples/5_train_libero.sh index cdde853fa..5c7fe5d0b 100755 --- a/examples/5_train_libero.sh +++ b/examples/5_train_libero.sh @@ -16,7 +16,7 @@ SAVE_FREQ=10000 NUM_WORKERS=0 # model params -POLICY=smolvla +POLICY=pi0 USE_AMP=false OPTIMIZER_LR=1e-4 PEFT_METHOD=lora @@ -30,11 +30,13 @@ USE_IMAGENET_STATS=false ENABLE_IMG_TRANSFORM=true MAX_NUM_IMAGES=2 MAX_IMAGE_DIM=1024 +unset LEROBOT_HOME +unset HF_LEROBOT_HOME echo -e "\033[1;33m[WARNING]\033[0m LIBERO is not yet fully supported in this PR!" + # launch -PYTORCH_ENABLE_MPS_FALLBACK=1 DEVICE=cpu python src/lerobot/scripts/train.py \ - --policy.device=cpu \ +python src/lerobot/scripts/train.py \ --policy.type=$POLICY \ --dataset.repo_id=$REPO_ID \ --env.type=libero \ @@ -45,11 +47,7 @@ PYTORCH_ENABLE_MPS_FALLBACK=1 DEVICE=cpu python src/lerobot/scripts/train.py \ --eval_freq=$EVAL_FREQ \ --save_freq=$SAVE_FREQ \ --num_workers=$NUM_WORKERS \ - --policy.max_action_dim=$MAX_ACTION_DIM \ - --policy.max_state_dim=$MAX_STATE_DIM \ - --policy.use_amp=$USE_AMP \ - --policy.optimizer_lr=$OPTIMIZER_LR \ - --policy.load_vlm_weights=$LOAD_VLM_WEIGHTS \ --policy.repo_id=$VLM_REPO_ID \ - --env.multitask_eval=False \ + --env.multitask_eval=True \ --eval.batch_size=1 \ + --eval.n_episodes=1 \ diff --git a/examples/test.sh b/examples/test.sh new file mode 100644 index 000000000..5dfcd581e --- /dev/null +++ b/examples/test.sh @@ -0,0 +1,22 @@ +#!/bin/bash + +# Example evaluation script for LeRobot policies +unset LEROBOT_HOME +unset HF_LEROBOT_HOME +# === CONFIGURATION === +POLICY_PATH="ganatrask/lerobot-pi0-libero-object" # or outputs/train/.../pretrained_model +TASK=libero_object +ENV_TYPE="libero" +BATCH_SIZE=1 +N_EPISODES=1 +USE_AMP=false +DEVICE=cuda + +# === RUN EVALUATION === +python src/lerobot/scripts/eval.py \ + --policy.path="$POLICY_PATH" \ + --env.type="$ENV_TYPE" \ + --eval.batch_size="$BATCH_SIZE" \ + --eval.n_episodes="$N_EPISODES" \ + --env.multitask_eval=False \ + --env.task=$TASK \ diff --git a/obs_000000.png b/obs_000000.png new file mode 100644 index 0000000000000000000000000000000000000000..4f083783c015c54336e3563cdccec55a8d2373d2 GIT binary patch literal 47527 zcmW(-bv)hQAO2{jV`E$sQ`60KTqeh~E2q1=r{k_6`0M$|nE-;43OXH2?qw{1OGgMg>2O6G`#_K)sV9R9ed? zYvaMUvar{c=84tRRrZ6^VxYgt-+vg3|C|7Ha=;K8O6ILZ|07gp8JYd#g(!gbb_;>e&-C>;uy zVcp*YFXm76_S5ALcULsRE&y@oG_fl9%W zPNMi#V{G^-@uNB!6q6WsF8m&XT9=Qm{F4rt8#zkWoj51zci7&WZr&NV?TwM@tX76J6LWIz^dKQ9*Sz21UislN@EuFMOz)C0S zU)g4`wyV4s_6Bm*=<~hOqY`>Qv02a6(VD?^z}H;(H8U~B<|7b@$^VA-0WJNmK~Gwp zI{4ewvkropaGj5jjtCe6#__E$(Ll#xQ>B=!MZIa9;O&2kPB0!8k_Us z^f;Ck@1SIj&4Mgt}FOjb28omD{Ilvd*QrPR4TRS?&KYa~o zu|EBTqhqJL(8|g}>(ybXb$Yg;K`x1>H&@s{~taju z#;<9%?I6wzm}e*kEj?-XpyCr}nZZu6Ue;>kidq<4I6+recb1Zqg9Bbx#?Hl6QBmQp z3r7rDeOc~5`H;eXQz&x~>{vTr7MT2^2j&o*2Cqk2RnOY+PfQU;$!@&^erU0lnfadU zmjfaCS&!NW)sycH`3R)t({NhGAY+$1)oWy_mPC>t`-7j1cSj04GoQrU*KUbI@N-2li1@r zn3C=o!Ah>fqWvnmPx#II7m0ZGQ4ESwzX=QaA&0DUzC>xc9U+C)3D{ISy#}wM2oD;( z0xcIRQn)vQ5HW*n4*2@-!v~Ag-n@={ij&z_Qc|M+Ye%Y*XY}WUUKBT3DBXHTf8D4} zrOMA|tHC!^LCvE!$5(ctKuE9ABcAqG5kTZ4?OAX2u%>b8y&0`)_O#gdZxkS)WEuS65fN zYwTX!_V@R9bab4ax-~9ZWh7tJ4>-JD7X~+D_f^DH%-ultWQlG_+lYI_x`*LsD}dz# zqj%^XO71*W!rd!XI3ripV8x&w-NG9v=9I(3g(r0=ODtu4BqGI9QQBp=f7%YQ0Bq(S z*J+ea&U93=ur_F)rfuEa_&z1nnZGCfGSr`JVDSUKEBPBoto{Dkm!Aze4=D1Y_vw=1 zyC%sBURjz`xnb?JLhNz}Z=w4bzbbjM?=^SyPCkllsf^v;-kzTF7ED=HzXs1TI4JOD z3@ggZt5ns0ZGX1N?Gx92rYo=8T|CF2l{!~|LzwP^=NdL z4U?|F&E#0{rOsf9%^0$R>wqT@52EY|loBDE6sM-gZ1`u`v>6Jjdikv5Z22j{0DYc1 zB%;~D@Joz)6HKRyBth~|Gw1vYH9cz@um%sG1cB+jcHVOOOS(#LR2aI5dTjA*?gy45 zu;wHrvo6{p`r|0%i0AY1qgWJ4YJwD#%F4^j%gVTE*lJeaSLl@PcS_}+YR$S<=#&3L zcV#To^eA&PD_fKPpiC60p|w#r?1nhpu z9nUjJf8j@6)u1HFr!)0a@Ff}@WG!#Q)C2*uoK_t$PZak$UXf1Ft<(u?yRN(?ym(gN zi;Ps2{&^g*an(P(gavudND30UqH6;z-#tfw~tM z7<9w$&MWE^8nes+4CUK^dcfiJRU(^W(i|^Ra|*9eYPwK zqKM-Xvh`7mdb!BHBZHThy9uQa%pZ8w&f`;y7Dbs@@O4z80Fj;Vt7i?3jNn?V?3lE3 zLRxGvH3aOyLu7Yo8?(t{O3ESx{)OP9-SUFVuez%3O2_#cme{H3X)t&BH-EF^cQSe~ zElk1DWc;D`ZWFx?NJs=F1qbpVm5jW8}C(wn-rzUkR%^@#yM0P=2ufm zHhyY8e^WE*m z9<&RIm+8tBf=FVeCHXs0luI9RHxThuX%rg1aZ;CzE5#F6$;h~k#f))`M)Hu`)}#S! z(XQBP&)=uN(G-B{S3CM{d^`9eO>t}cPvVibw3gUAh`H@tyVm)4+4nj>U779 z!Cwb^Y`j{hGkEPeLFf#ii?WC4fQ^l>-HrA zKonyD*I~8fr&I+)c70%!;+yHW;Z+yC5-l0(KkR*VUcSERTUB~p!ap#nI zf+D5cu8()EoUnb|8Q0YLYiP*-q*%Tn50wzZF~eWC^$(6>T3#C;g`GEMx?Pp}apI}d zu+rJb*LJe@1-q?ZOMB%%9EM|HlhS{^Ly&ojky*$(=CtIaNkb3349H1oKjj!QuA;HL z_Xlih=aZEp3hCKjcNZ;}VwF4v!(zv5ZX zmokl;^%IgJp?6z}3bm}@{y{^p@FeARS=T5Jb~4QVwKwDbjqns#a=CoLdj>Y#o)MF4 zHXI$D$U2{sH859X4q0Usfprb?bTjxyZYv1$p{dLqo}HflP6spQ234wc*~G|bb0ZX7 zZSbyU&h4PJ#98X&sR@$#aU%y0Gc5Q#5lM{R(l1;k8<_Y0uNha*h0w+elJDf9`#1&Y zADDBOxzRJy(`W15w-*)`Z213scwA3Q*Qt0zaGv=oLJSWv?yT+u-=%dv`xyS(pI>yI zQdWqQtCsodz)HFLU1qv1CujNQgrsKvKr_o8?Q5$^LNej^4eFnYUSY*_M)fAU#4$-e zm!O%$2lQYtGn+h^yPe(c_G54B*xv6%8p#&xk#ArqgBi%RoPu7bRQsE9QMxQo*$jVP zGV!nt|E`BfSi7mCqa)a{ynnwshp;E-G8S`LY2$hr=nTFlL|HLG4g~*k)nH*c za%E(`m-BpKH=aeZNi-C>P@&4AvH5-2uUSG!NQjTG^I7ivfpMdkqpz>8rDencgXCc3 z$Im3uzcd0z>fXuP#eP=WiIO@gS@OuCjE5zCXE&<yh~1E{^qmxhdJkd`|&F-y2ArIdyzJQLJSQuPEZJ20NLdEpKb#9d}=V5=3ob#=!Dk5V@ zEog0BP2$F)**GUBCo$i~&Mx*PeDDG66S7U|*OHkoT~kw1#`ulE#zpF2soDRi@u({Y zIh!MXF`-$kmUCP9cuiBEXL223QU@NrV#$Y{FU)EZ*DGO4z(8B;HTh%y%($Vq(l2$_ zV_BnInrGzXoxe1y2l+_KuOnH&t`I!g=Di8oqTYg;LtwM>E?Cf;vK{LBRkbF3VlG#z zayEp+uFfVGPzj90OJL3J7S)pJ($G3qPm5eY%d;Dmeupw6lW56T#5Ik};p{sPrtW#; zifQ``KZM4^D9z0bm9t@)4l4+ww<*Km4(i{->IW~QJg4ULZ{FfMXU~hsO19@`{ z$A6nfjsJl?0!fA5pXS@3QF2^P_5#J8=@pCOx&Fv#_vKk~vRd4p$B zjj6ckfWMb>#dN83g8(WD9o?}Y`Zv1F%$G$F+D6kDo4?041=35MZ6ut5=C9ml7ujF* zQ1FA_?eI5@!8Z*S{&#iP*&gyG?oU#}(^AsW=RgRiYN1B@xAgL^6F>jv`2+pT$bO#Z z1Z4l*uB95+Yh_#gV0sQN#&S3KNSxOWf|p{&i*`0uYqEq5&t0$@++=eQpv)z~){(cxmZ2`cHo&6iSMaV> zYvw@l6@2msiEakId5L@igT)ee50sd+V3c(&CNWO8U;~LFB?S%ZGtsyI19PLcc!uh6 z7JJXE@2|_zcJ5)%?J}_5)NbeK2%kSlVr=d1x#&J>{_`oVP^j9!*LnIC+gJb8-u7lE zIHNN92Yb#Da&4w(8cHE;(8H0a<@=PtJ3^2UutWImPL$}5WPi+ONigG2_!9!e|C*wN z+G{FXj8BjhDw@HSZ&VybDDl9kzvf%M8MYA?^W2^2By8PLB^3AA8chF`6ns&Eoct#4 z4NW}2cD1W638 zUs%jzLf%2Tt5TEYqE8f?b>4Kc53r@lvkBQ~IZ4YP%TDNuM{(HofoK)7*oM6dp^$$Y z7%Z{*N`7QMW54RUd3oGs_B{QX>9B}=K7QKjiX5@^8{9hZBp6ss$jiZd`kPKC zMNpw(E$4;bcqbOY3kN|1kZRE=sd^g-2`>cmYvTlF48SvC&jE9cO5E zUGLf7&q7@O`}}hG;m{k706Bz*LA3`9>=PlApuO6lz3Q9?c8h8gA@(PTlA-B zFtLc&X2L`w<+b{bo`gbPWkQVbx$_h0T(msIw6$mzUVI3F$FrA4<|=y)c|iZX9qjn9i4T zztO9fBhvkg7+@*?tIBy4ur2!hdU1b+jGDX8P5bhFFQS34r0?OAkt^;)8^0>CxjFa7 zgbTMUs#{Wtz#fV8*G1nlraAO^`*V&2sjh750z?}~~Xw83Z4*f%0`V|@n6URQ%g$>;+&vcTfhbZ zYxFvp`(@sHxBQ3%f1G^V9$n{ub;&;)AHBFl8!Ol-(Hb5Jm!dyp3hu%tp|2NTP!mUWlHmgY@x-3C zaa4=D#exi2(_TCTKYR?nqd|f=X>s|%V9083FdYkg`U8K`K7Rbj@X-n6T^vWT@Wb;kz(N}=htl5~$ zOd7Cxt9s!VW>r7{biUUp)doztXMC!6jM%_DgFIM99`w=#-yb0tTX6v}eD5=1@XOuO z3a`e+*2`%mB|tPP)Ow@3RD3$2sfN-9lFz~weAvcxmJUAY$ScY1;hjo03xlZC2CcIbri%;B1-{2Xz#euH_C#9*WJW7Is%&MO`+V3~)E1JFTuTK^my(RDVs}++VqCxi;XI!#v_+>Ulu#0x?=kY~7ch zBfSUY3DG+_^?xcR?WQZ(_e=b@=Zn138sbfk$e=x8t~K`&K51^l%_Zhb4W{)UB|`6RTIDIHS^^i&}~Nk zh23p;VBhC1yRu!5fK29 z2=I|%T=u=34L+89>^$C79Zd~nRn^?|yb_?NuYqwe@rvy;e63|rygXVSdEdV3a;+P@ zTJcyKe4>Uh{+ePV>vssN??kpmB9>mER6?ylF{6jUHsvlX(Y5<4%U@9wVIdTt!#yuO zVI&xN_9b0{-P!M7UJi2KI_M6!)g71LrgnOIn$7jQ$*vyAWkt#&V2(~soC)ijo0d;% zo}45oK|w7dih$bhxIGFt{-55wCnw9ke6`;ELHJhF?$UE_?=uC?g9_g?ey!ss%#+F=XTygAj;g{~^zCa@) z*uY7O!~rC4cGP-ZH?M*oKW2W!gmpAHGD0Kf za||*Skd(kZgXP=4mx;%y+wP#)vPu~212zUx1dINw9ria&xKxw1m1X4@k)0kOk39u9 zn$4o1U5k&n$Ue(7V#+XmvZhSVb;^wRUhg}ZBT|Ji1@pIg8E=C&ty(g*yBm*L*t}+7 zh#B^-c)m8p$||GwABjW5guOPZ63JV2luzrz>5?E7`@#RP-kP7%sLAK#V%h{869LjS$O~yA{14?3!45PTR`q)*y?w1o4Y*U66jwrx-#SxFK<5bP5dbM z@s7rK<8y7x1$;!}uB>Lbg_nyMTn?5p zXnX5Dap+LF#XY>t7Np;Wc7M1D%15cLkfRK)nQut~ZB*0=kk@W2Z6E#%I(K*X zfO`~W+KS#q@B!Io7&rSRk0{O7I2vRW4OzK^hkE2YD4EPxS%_ph0RUu&!AjV*IgqO8RZ@NXX7)Rw^qBTA<7Tkhg7>nG z@cnGg%}(%r;$v#9_-WtZ;Qrk0Tt_?=C`2)Y^ij|%jCH~0_b&2TT7nK(DbL!{`Dkwb zVvXbk!U=CA3Q%l2kDf%2P7_6({T@#bCyJ40}MXwIRC4vi9#a+Thwci?DiqdnC^w{ zA)b+;eUtUoy`#<=B8X@}mOD(kb^KMUEiQ3Xfk&0xD%tFOuH!fcN>#qkde7uh@KO33 zn!7wIAt#qPFP|O?jP0h|Ky7K9^(4RrtTsZ;JE|s+x6`GQyS2!Dwc4TK`@+`adcS65 zAy;6G8mJ~3_}`!Oj%15s0srOdFKQC)>2hFQz5XJ3^Ci{TZwD+Xg2mDHTLojJPU+yu z3mAl!POdE`gKdR30kw!02m8g~QPyI;yVt$T{o}j#aYC`mc2cV8cgScSD`Ci#9inQn z;det-?1cRmr_Gc8Tfb?FafhkH-!ymtl%KM2(vGR+{6y`3qWS8@dKN@HJv&r0Mn>~f zDSW2u=4|_@`DzJNUuS3aB@$BAq)Qekp(?go>)_iQH3AJFY(px|`HpK&^>UVN4jCVEVIFtG>)B)u3s~W-~|o-Dd!7 z4Rtuf6q3F#*;u%9a>vqFexY~mNn;p#87rzA`)~91q7+oI*4>}*OUSz=Jq$$>t9=v0 z0YF@2mT2bWl(0D4-Q5ia3_AzM0a%7zT~Ab<{l2t}*&)0R7hc!Hp4PlA?i6zWrGAp& zW)I45j)KJ~Z4?_EH9|RFn^Q@T3xC>%m|BvP6;UfuuAJZUkiLWT{;~PWq*yRJA?#N$ zS{Ja>vm|bg2CBz}&A%o10+m-cGPzcD?w!1aAw}Rc-hcl*{x2)(wUCgvJw6ziiIUtI z+e1=di9ro%_ILL4|4Er|RsE+eF0o{tf!>&0dHlCdsh)Ce>V232mB3t;oBwmqFX*&6 z!%2_6X4M!w(Q7us5WP&n47hY_A|~79X*f0~xF3o~Fj^MFT4SSwbF2bmXT1fDzKJE? ztEj>{q-Q2VfD%7N@6!X?iq58EunV6kN=@hw8Y$}935%wiE2r`x)@_3@tG|21v!LQ= zr_ynS$rBsL7<(9tZt)BW04t#Oy_%7l0`4UK=Rb?=tO`xNhFs~|)`50*g4uXX%x@i6 zd*Rh6=5`Ium`;ZW*WY9f{8+n&zRvFK4sbQ|dcDR&nH^m4eYx^8HInk;3EJkusuBRQ zpCCGG1RKG%KRe#75Mh@PNutsJI+0<&VbPX&7R$5>N5y4S=dXI^dX0)iqdYGAYo>1x?s{t{dk6y^ zw{71~gDHp_AqrK6=;(YKVU?eg*PQH;Pu=%AExA73lZsE6qS7o=RxMiyd!Ft^_xTH4 zRB0{stDvU`7L&3adfjF^3(0nHG<#tUFk#2`GIBV3;r0%Zlg-%0)w>4r3oQ|rYpr?t zSNrV=e&qSVHV$g}OKCV~lu{m&!7ZxW7hcB8$41byNxOhK&g-n|eFFnxDRx_Z)`v5C zoXi;qbt&@b!(i_+8%}Ea{1|2x8_1i7_J2-z%&4eLvlyb8%|>KTTx<+q4H5KPK3R0b z|FXPB*uHwlr6ar2%xVc14;m>8a zYwcMXl5v>F84pf3J$+L{mU7-;qztAQRJXa?`yq7ncphw`7knT$w0PhJgM;ACndTOCuGW%o`BayE!-dL{26<0Oa6 z!|hD6u)@NN39DhT{S;;?E0*xgIM)bEU&iXNLRh?$3_!cwUI%hr_8x##LH#T~TY!R2 z0w^0V*|2jMM%9xLn~Hz{aG9p2h|*x-v3m}i7GDMlg6RNvbAlU(9+Wx^KPSzT?Urp# zI-jF}T2QoWv=xyF5spn#HGWxTYdB$}#df0VsImA&os8vlEFO_rLD%vM&)uF;Rg-UP zSkYVs{w`HP4#%YD*Um*G6=$SljL!yr-hUM%j8LNQ?(eL^5*bl{GKa+peon2MtY;EK zKsSXjj+(O!W}Sltk(UG4A=?b(SMB+n&NFl%`mPxs%}1Xgiiryp6&Lr+ib5gy<2b!P zwAjEB%Ne&UQXRo~PL>(JtEndbwD;s>y|=iyxKlHtwF?1>9jyB4+YG18-Gq_Q0I_-h-Q+> z$C+oY{Ym?k7JhzTe`M5pDPO4ZD+S1d!F5Y#BOK}JDG8$Xd2%EIGYADI_CkEzp8*v0 zeF7fL9$(1GTey^j16;bVU?G)YYf3+0+_|QYq@+teZKR3nkQ!Y^2@*ZZbE8EI+R@fe08xCguh_b(%-G_w6`cyL&|RJ&yd<~tnWjRi_P zZG9VHm$BRucn7+95U@>)C(RQnuQLh#$Em7ss00bXO=y*ds@5{)%NP9eK3W3ZY-(z1 zFW11umm4+8w->?;uNy+_;5;AloPwWItq{bt6ViV0iu@kBY1U^(qpge`|QXRbt`Rb z2k&r9ZZ=??SIO9{JZH$Nbo@XiUNu^3Va)xWDVb*o?+y2O*$;VVeo9x!S%k|JOhSlJ zF$u(xO%DgoQBo^6Va5!db4JdW8xM_7tUUO1SxENXa`$_;bAuqgARt<*bzYvBm;f7) z>7%O~&uK%$U$(wVXH(Y64z6Z9MvJ~;l#Jd-MLt8nU%izglY3a2>ErKTT=t$&NV)Y1 zDA6I)^>&(HvQgp5u$Ef_E5kw^NbWq}B_fu+{7*u}HO~W0UJx-KqK$lQoddrb!h(A! zFPZvb&xTURI61MapWm&$$sHw-B^mt9JUjdCHrTrccs%jPX8&a9UZ}C-q0(Bbv%i&1 z+4D%yO{+LIG1tfpOwIL?p-M;pXRv$bY{;e>y`oV9^&t1cdTA|N=feWfnpPv=0s_6M z+4}acM}oL1&hH*T^u`h$-LQB#T5xDrSrK?(AMNw+FI|#m_Jxuoaxh9D1bV11IODmc zd;XWr*uZC}Fcs`A+CI~#d;*10FiyBQIeB|^!GQajA@{?$LbtRr5?=q-x_;S!u+e5P z8`1$M4-=(eHF5@J?%PFDz(nb=oBKjOup=22Z1cGx-6z@0G+bUkXUjnSdl}qtP?8;N zQA|31t{tHDET>)GE$R>qLy52l3E01dLFIg3r>sh>`)gm~1@UKel^TH(IcU+c&y%L( zjP85t#y|!X6%_@YkO#Yh-2LFgeu6u?7x;D{%om}S=;w^hpRLcH_kzT&v0k~@=SyYM zY;pXwAGr92_!>7>QX=Y%^3?-cuzg6bZ12aa5RHBN5daW=p3UPq|2iCb6P9aFw1cgWwhmk%*OTj`8?q+pM zIV)R}P}rADS!;rpgw)j3St7bMkiUxOVF$okn=$mQ=v5A}xPX8FWqigEQ?c{J-i7c| zYm*1ZbJanu7E;TBGHI8_t^-|6Zb-sU#0-Ty7DjHL18Hd9q>{jMf(7M>;yCH5l#$S7 zE#+D*kjtWq2et9+pWb&5L5+)Bn{b!RCWII09t3#}(4`@Hn_fjmj% zvsh!}5O(<4Qt`Qz+7thSTH?ltm~a3di%|Oxp>4*0Y!B$gBg=_L{*@){cD*lA3;a2~ z_wZlHSkHk)P20cS3am?~r&*C8rBYh~k1L~I%3k=n(1+^qoMn#Wv2OA3j8V&g3osv- z_%Jq+FmV2Jvh*Wv^NB$x(PFc?f&4ZFFHCcMUSMAsLNI?IX#N6U{jHiB`217V)~uQQ z|K&viEABaW5a7N#_;N(g$75C*?G5ecAS-X3N543_#-?8zQ`LDZE}t@}?Kx^uld?eF zT(@Ex^nrM8_9ug<30z{plc3KuD*{#W_IGo;0yA#bo?k3KcCXajufI!rt2+6903(-d zWv>{AF1oL4H88i^3@?eXu0YWhn~zUai;*x2G~d=$R_1O~4h;_e*AeK`0Oy#?;Bhda z#>0F^*1XB#Trz1lSdoRyO>mBOyr!}W1Xk`sULy-o+tjK=rZ?)rUJqykJN=gXO|IaZ z0TZjl(46J}GGeoTg<(BNVL!!GKJXG%9hV0c!$}`gdr-I%Oiq{^GYWZ3=x)2|tyS00 z(8&0Xu)_e%TF8HNvH$%1Y7SzwIs1dL6$KP0<6?RltqXWkOhW;FN(6)Ix{}AXgB021 z1vkdCkpE7tG+M}ihHA+mvEQZva9ltPq-?|5SN@}wryG|%&;PwM{%ZMj_$`ORMwAI* zb?PjahA1~>{Q0p*jSTD4fQhsJ1n=3|S+KEAPJYTHTd}`2a<$}t#8%Pdb}%OZnBMoq z_$`1Y<|H{nMM1#4i6Qt8L_6z}XY};gJy#dRl+;WeRA~DW#SONUJ~V zCO1(TKNkhr1dt(lE&E~pWUwV;8PmyV1nzPo!)0=a8hY;I8E5|&gO@<4`F6LItM%Ru zG?{PU0t!hRCB@&Kl*n{}OWE1k0ar6>!%u<7f7+Qhb0dBS8&W;QqNP{<+R;T#{kWJc zi?yBOv+Ik5NM0?RWd=CXH_bYXKIcGcRS1oJzqiu@eoU>s_2#}Q@1AFOHN-z4yaS+J zQTWetw*URz-*@=Ga}Ol2Ko{$Mr{sMnXd1q1eSFBM3*H)hu6p);|HN${ekz9o@i6l> zeNKUg8D}h#O+eg?yxj{3?*%D|cq$=~5wL|f2R-<4Rw+UQe7R{7lSP*%D9%pVQq8JM z*ieJGWBLuIcE86K6;Vzl@lYhr_kLwF=y(9-xh8LRG48L*hB5w&=soOMRQv@S1Wa;? z@-?t(B?jl8O5+}&)8oGW94;KYbpAKYy}FvMv~=5~^{-Pc=$@*Wz5^u~qo5U#dM6Y= zCo1;h{f1+*t%vX5M!9KWF>-bq!4II1Qf`%qekyaAJDJp6IDVf1 zZrm8Z5x3%tZ@)d94T>pmpe%j{G|0Pt`%*wDAKnA?tsye3X z^_SF1zh>hCuP>QvC@Wa>m zB^ZFNXPst(iyp)3*$Ef?M}z){fa_}z8kZr;_L;Y5xD#%ZO>Ukpi54vjfsV53*}aQ8 z8DIs@2U69bu28Q;#=AqOOjpKw{$rSGeCEvR@W`vNbCqbtY8Zp{Ya<7yHw8g5-m=kp z5N8IiEj)gWg*rH0yO8ASu6f?%NvYP}=NP*S&=M=t25ZJ49p`UY zYt3G5I*DR>;}OKiJIB2=*BGkrcTQ4!Z5MQKdMb=dBsXd*9Gba2_O7B9F!gd;$}O49 zq@w>p)XvwqY(-)T>JOW&HJ*mSpgSo&9lXE-1(5*Q=T4Hm5O$Fwe8j2GdiACYWa=bO z`(6$V3;?-}QM0dmR` zpwzgq03kl%fdUF-F54quN;-51?<;SXG@ni8d< zlE;?k@0}K?3`#*BJ7w*R^@+r*ERvB~Y~Q5jKRN^c$qMzk!N9E{*rEFn3r&A2%8pzv75kUKeYox-4BplWka@O! zc`Pz_e$MYaqBibfX(=bvRk>z;xZPP(RBXq`ho3oMpVoF$t9AI(*=0UHhV(wHWvmER z`Wa!HG_mJN#Q>%40R_GCiK1dFl$E8I&oNBwSoBJqC7`4!qU{fW%i%&jeF;^~)0TV< zlr?r&56Rg7XxD)e=Aqo}OE2lN}ov=hk13 zbHFY7;_sYutufq_yt(iuLHqYbb{j{C| zM8tcZo}XuBSCR#cw6^vOj6{VlKL(uGURKhnaa4HKWR}cbC#M@c3-j_1iKfCnfD6h) zla&UoyUck4F&MPzAWqX=^2~u>vQ&cCkax_azubdbc#u#}#{~VRMWS>)#8SgLNG8PkGZ3+SNaFR=wLje&<1G!FN53z+bgGbU7G88y&24N;+E2@k+Vb|k2Kuv7vw%c; zN4qJJWx9N(I(U4Z1R18QyBCs>whs>Coq5;JW6YxV{K@POAoaSnA00BOpL#d!&&F7E zp809D4u<6IiuFU4Yh4C)$(ONxMYW-x11_WITAgz*`iNz_?6uH=8*EP>63VAff1h>V zphn|4B4u!(R}^a-224tQoP!+1+CP7(I{H`(FL|GCSnVy2@e1)(+fQ?v56;bH^sL-0 zH_A$t=P5CQ46Yp`Jw3l(jJdKfg~KPd;rS{-G9MP@x%W9(mImg1v$u52kA7?X!On0F zffYlL6L5axB&b^b!n+~NKp|}4D?Bs3aobr@`9j1Red`S^0hi2zl$?s#iq{#Tdp&4c zDO659{1KX?etGZ>t4&FuT*qwX%l5eteWnH(l|3CoD`ph-w^Y)ThMRmbRk%J&!nLbT z^Q4X%8qTlC@s5l~Z@+Zva>?krmNOCSN z0mM`nb~SE5==E`)thsHIxg{vajqn@$+}s=4yDon-0)7XNlt1`;Q_s{=jfT%M@>ceh zZiu*v+@eRYl@SrIbf+3Gs_YSFiCw0v1yFz*@987oBW&+48Y-nYH$nXS73I*d?g-k_ zWzoeC9TR=!(FG}G2wO8aBW)PwqO^ygs-~sy0e_vG5LyUy9|j0dcjJEzyY6w>``0H= z`o|Ls`mYcd5I239&yRqnlr7sHVq-TH6vQ5GP(=NRk0By%%ZV=*-xOlk&rCwt{v(Zm ze^GtSDlf=bxj=_SF65DT7#?Y?r{@DYHki|n=DF^!_EAILypTWx?k@M~E3=^C(WWRW zf+dtF%~Wor4~wnV+l8e6J2d}s80nJfxq1enmO4O%hcyrSEGQpD9Q(Ru5^T;?b=pvz1n5RyO%KN@&zzs@HAr63{GY!nw)q;Dt%wm<%8hi%fh#+ zKedAF;9M8LnSE$(1Y91M7RS;Clg7F3u>j)TWwB<8Hb8Dw8d~}NCGZa7T)ytsCcyWl zlY4lf`UwHNp;vN+xos$*h{fM0h}Ks_pDXQ{$Udg&*Zq(4QX=6Yc+X!h7&*H3tg3Mt+R%@bE_{tYa`KPAV-rny?m0ZUq_S@Klya#DU|CJDvSfP zd(zXCWA6Nr_f7lo`!xvxr(*Xy*XK^j`WFpzi>=?6B19*+zMSWokIc=pQM+9;0Nl^w zaQ2f^U5Q>w6R^02M?t^GywTp{k8WFMZ*DCumOT?beM$%%A6U0auDVSc{x{)}rPCE0 zQ}QX*e4Y@SERuoxH)5zkc3rk#m~m@4V}`Y>Q4-F0$G4$?R`l_`{-Zb?`rmVe|;|2(z z5KD4lh_JdrgMbe?{Fk(qh2$p zKe}+3ImS&_gM-)^`;;W38KR^9tdz^vh%Vu*QcC6#vklO5!l)%eb*wT3je6_LK%0=A z;}(2i`dPq{IvF=512HyHcG2<3-a{FId+t|M`wu8-mroS<glq(#D-^Yft#aL_aB>Q3Y>=*L#$IIXoK zLDBcvxgj*hSkiwhc}Eu;n9~M2I%LwGJ!T)}G?yS0vCc-Z52ahqiQMB}Qg%Fs-M&04 zkI2%>JuM3QVEpUT^;dLcu!i7x#8JQ_qlZwoZ!QUUk@{}X>3h9V}S6ag(U9 z@?yz}+HU7gB7z0JLm?q?#J{l@ZtD9SfZd^m+G1#|H1RdZX! zT*zXzh&Zyb5vf#3Po)tEz9hM}7g1LJ+%x|QWXp#G3tVhE-8OIOr7Y6!Mk&_g03}f6 zIdQ;bxqW$soUeY7DFmbZI+d5^=@>Q^(oB4_c`wi zDG*tjp+gJ>Tho$XVCyoYepYYF6P$XbRRb&;^BTpy?tYM2wybdeE>3#ub>|2%1$g!`JHcLrb=ZjeO(e z-u|B>w0tPqKZyEXDQtT;qJMWe)+XGDr27q=G8rf*ZpdU7mQt5Tp`PO~V1!#>F#Q#i zX3Ky?pqqZ-ucUjv_%f@o+$VaOn@rP2%FYrdo9c@_NB z3Qh_k4Cx7zA%lN97!g`1=*v>a4qL95ue7FbUd>8Dh1N0A`{(TyYTb^+bk&V<&_AfB z(mx4M!*G@Q{48P_$ioOh?cMVU?F+M(3&ad}dQ*VH!)rGZjY>?GIzv*}(rFy@u89+y zxqXPiy?7XCSojWbMCh}lz{_}L{_ZiET!&@LL!ohTJT`bsH*gih>#qdJ!EJ}1cn(X1 zEdh=wFW0|*Y7;>!Hu=90O+*N3SLEabSU{9o8zShrnbV%GJtqG+Yx||yoqESeyU6El zY9JOjf>euCkRLI?*E%G8&C8uID331H{fRsjkZSrh z4m&k}=g{N(@&nCk_A9sQQl`*qwCo>?Co)jV2d(ppH=E#Gp83Cc{U%7oe8o}xYwn1~ zH_r94!PGS8z7wY*53`F{RA7pVH-7}{F+L%@M+?x4AI!ihE+>Kz zRx(LSN7)`vYyHdYp)iwl;@#nt0XLybkY1SC(rufD;}#q0ZA%(@fQUWe?k;RyY~SKV zPv{Q+w!8Cw?)GJ8&9n|jMU2z$iyf&IDst|_^jLPukPZt6?+)q3L1Hw9Bn(EA?+QGV z*X*a)aVYUd?7d^$5l`p=)8@rkM~@(Acb{w?OwJOJ7d84S$VJ zC>X@xN+P|(?_kl+?%w0P96<^tORKCTcq!?4^1se~z7N zK2jss%txnx;t~Emf$QjYtBiiNqHwBSprhNPYnpB@RCF+xee*A@NsTrKt*}!D56$#_ zP0Aby>F3rc6%;|4KQVY^RI%w+74H6(;@exI9ZQgmv_xNjxh9IluW075tVFMr-4s4{ z;;~E!BzinvT+lhYG0ET;^U&+Vbriu0j5|h8F=E;J=Y8EVSW0F6_976dMy1-D0AMbx8M4w3SQEYZmm@w2>)m6)wGz5Awxhb=f|t z7G20Z)@a;KUGLsvc)Hp#m;BxAjqKM3^xgs9v*RzI_E#XCr|1a(r>qgO^_rrw*ql3 zCS-r-_wp>r(2e?}Y+lw>c3Qtb+6>~rXJOk)d?yJzi|-;r;}u03RGG4f4~sxh(*Btz*SqyYP4Bi;Bj`^c zM(@Yhh>!YQeBWvnFY~4h7L=}CMQ0QfYQ9)(S&XT$9ylB&v0l1uHItbB)(=&L$DR1L zHorq8Y1Qc}gcQ+AkuUw@u#p?`*6&0pji7rJ@KJghiPg9*^%e!y9&;*Dc30h4Tg5Nc z7_7A8`A4oC)0#u1i7JMo7n_FO6%3}ncAA~R?W+LWYx&-S>Xv1Y5Y3M_BQgNm%JKux zcffQ6h%QRsIoStsA+$U}I9|d!agNA?!@?fD8&3XxwiHG{qF4C|DvQqAv9$X@1u_kM zs*M`m_Y;UN1WXKVfRL0zlYK1<4U9z_mAzApZS2LG_zN6{&*2fwxTYAm45rSt8VX2G z{*cHOC{)HU{`$8|l>R4%k!gbBvg}Z_1P`p#6T11+;e93-V<`mJJW8aHca)Y>yHu z8UG}sgiVSV2#3$ITWpP-G~hf<#QE>tOmV#@tovO`NfV`4KIM~K9>4WuzC@uR_bAX8qka#1uevn!DNO7e-JN_kJuzW|%;ywEq<;c#+*d&5CtaI1Zl(U7p?3DY6%^@2vFS+~ z|NWHIt9a+eW0xgkp#4bxl=I^Vu&)D*6ObTKqg3Z~{>;n*zJ}vVo(Y8Vu*mD(o7{pn zN#ArLYJVDz#8P7YS>UZdCju;)(X9be#iU89QJ_B!G`%S>Bn8jzseFF!htXE%Sh+{L zE1^v|?%*%>ni7wHeb+#hADrQ5txRzRrZK56NmvhxtVP*&^`+yoGdt@ZR z<@8GwfgJk7DiKSFcTYVop+WFVbZqb<8!De|?RfPbo47d^FJQ$U%A`^Lz8&Uq-R=!y)$pF#1-3BQJk-y*tLtQX$DZ#^P+5SRZSeZ_*TQs@WPHP@VUlO&3WO<5NKr1fryFh6v0^b#) zIMhhZP#ShT6cmB!wk7J3qaiYKw`Ej@o#|S{0)j(OtfehOqsw6%{op#Yi$*yS-Ivo! zV(O-vSG}p<;?&ZB0ipPv4X@nOnwt2_Kqx z^$7-W&xf#=5fN&a6indgw1RL@@P&2)7t(QA*OaflawD!Yi}-XzKu3xQJ~&oNvC7jg z4<7cgp(cd9fgo$u?9{FNkG;z$NDAQ{07bTU5Wq5M1s6?}`K-@<+P+Gr@lS=x zf(*CeWBsg&QF?zVKolTNs_L$7ub-0d)R(;(29@w%2nwIfBXi>E`dn7aR10qCJ`f^N zT628~>aGdY3~cbQ*c_h`r`qEnXLwTkq8GNPj^G_)L@Ro3k zAWME4zTb&@%z~K9#w%{#6E;J6e~d(DM1@X z@Dw`WbTu7D^hJN%_Aw?3gH4BvX)t~g94;S&%%@+m-Lm`SQ%L&DEJyHOs> zG?jD?$Bah;;tykE)u^4WTUmL}%|BZ@+9pjMZ_*IsP!*-$RP%OI{_(#M*u2et`%xwJ3mSeALxb%YNVG_zLd;R_W7lYW~qMk4pXXMbh z(6HHO2IP?;$*!{v1w}m%`7M$k@xq>0dq*O;xqPoyvSeLJEx-QY96ni1s1X%1K$mK{ ztsj=DmRt&s1b+7C$@;O|?q3y0zXbG(m<|6@{%A&i@#F=ZM7T>qhtq)yzjFlL_B)F1 zXjMZVo}A&|=2Of-(ecSLI~!N%nA?ud6U3~?iH*kLAq;{RBM*(T!SZ0aIO?14lHT2- zSqX<>PWDk*ydvAUxs`m@-%UDUcjq6nOOSNSbwAn{F-Nm<B)B#{YI^kC8L8b9VSy05Y~B4@>j9x6c)6z;6H^|MPgOP+2_nDsI=4{mTsX zju?ySauZoOmPbSX9IA`yNA42D!Ye-Eyec#hdx8;;o9e-`RcRf1m$~}Kb1|0*m9yy( zG^_%na+e7Tez6Nw4fUh8oja0_psSI$URCPu|@|6*m8 zoc{Qxact~p!8_oly%ex0J{?qd7L0`cvG;c94&h&8Bv8(|ket=tG_l`##}W*cT=4nP zkKnSGWH!2p^}JsA%OdE0)ID2>qY-ZE#H*Ug`sLn+FX+B65%omkx$9|gI#LJ5GLc-I zB}zev`?>379GrlN7$*FcYUJ&|uoz_2=?m`9Nlob(9zO><$718D>7Zx=Sn!JMOeem2S_Qi7Cjt2 zj|O7<^(x+oG(L6TJa2C4=e5J0A8gr@T1!E_E)eK&A|!1N8$ML~D#6u02bB>uu4fjb zYk%MVY%@Rmb@nQ$OXSR>mct%z{w*yeN60tDSI*h*@*5BRtH;lwkLPGD!bMWrR0kIL z)@)K#n~Z1}o%ascJST(_Jb}+jNhb^@s6r0WR)14l>KNiHTEWt70dkUhg0aED!VT63 z?m?FdK}{VU)PqDII4k#0sct{YL0}8iE}yl3({beN=eI~Z;A-WF0e{-+-q=9s2>JY3 zB@%~v5!vIY{)8^6nDB$__}$7TdQxx`2L=)hX3ab=u&4|M7&u807XsDK>)TJ}vo``N zE1!DoR~9czCGPMXj(~P5>)ZJ+M#XA(bE>_dMI^{|~ZO6)R8Q zI39%tN)?osC6EhX*R?8a!uJ-*Pis=yTZo-gQoz9P_mvovMK z&tb2;PoL<)ZkaD6^;?53B9uM;qX}Wz>WQ=4RpZYk55rx@bl{1=pRf^srh^K*pWEIh z@0{0uA|8?^56n0^65%=*%wk;cwj8@;VvyK~RW0ElbftG(SDggD_yeP4S66PesR>)%s@V;}=zqYQK?y61*{j*X zl@jrN>oPa|NWE3Ne8BZ1meXnj6-Yb#dvz7ioNm8kcV6~9L7e*?n9i1;tuoXAg2Zb7 z1HXpSk#j|S^l>wlM`=(60n+1^;h3S}t>5S%JTaH^vieKj{ChN17sZB%P066+DhO5z zB3}Lj4qdPHa#+_ZOvHRYE-00GVI0FkIO6F5L?Z2 zof4AJ8(K}`Njg#g<14_i^}PDBadI+WQ?z!!5Tw3DO|>ruM3hYX0QT;FHopV#jprKzDqat{hE>Jm@DDCz$HJ%72v7vFjvP(T zxC^lI8{_XP6lr{Fy}2g>;XzGhG@|6O{O(7`OuzOB6yUqOG%uhZS?NZoECh`UP1$nq zXkf`wOod#$GxpJbkXEfH4Gx&X!YY+&NQ`qDPYy3de9CQcd#7oP8p-T?~a zh36Bj0NeU2h3^Fi7$SPHgjq`c)CG`9($dozXO&Q}n;4CEW189_KJ@7 zF?Q9BfS1tz$`Al-g;LBpivm*E_M>&)+|-J;t=L=>zP`#61f&3+B-UAThNu!|`Y8PR zTw5^HPy`NT&^r^8ndBg+v8Nfg?Y;?p&Q09Jl>j_GXNiYlT>J^dS8>~1l0&B7NP6db zoiR8puhUprgfK2m&W|mXzL7<=4Ari9@&vD#xAJ<{&#p-rAQfwo#s_QWYG*o!OIli| z5eoTA(p-~Z;zO+!fIi<3!}90fCjl0K09pULu@hg`0NHC7xI|n`)N9v|Rh|}P2ndZw z%SrVtW)4{($?Cb-e?ETJC3;nKJ?^Xi#}k7qD~k>Oj%T%agW-b;1k{>5^f^cgA3H3F z5@*aBiyb@#0Y4n}R+y3I3*@$Y)$jTNK$NtWdz1AAZU3V|C;%R#mLGW!j0X|-Vfwiz zX%(-2{#)miiyL;6h(M8&P$`>eEUFh=AyQ+I9B6#iV)XJ>^O!Ke#ao`ABf0xYwmUTK zqm_cM!CrcYtxtc^!}$0I;dM&1^um9p>l`mTFZZh}mnD%eG(jgp_s4aA*n`oxG2ajs>MSlU03i>XNIH{Rj?jJY*)? zZ^j0FBMDqWSM%9X*37)73Y~q*ja~6|rMR0>vZjwf8~@1f-@Zc9ar!stf#l`nWj*L2 zNWX$8jOn{BCBg?UBnBv8ve2tb`}pzS&-blV4pGcXj#(vpwtQBo04UD8bs4x0GDqv_ z>0h5@baudIN}_U_Y3TQ+(_gpo+Vx z8!939^ZCqVgK<3Bd%QCkI~piwNYhpFwG$sPRR@*mX~*QYle1C^Whd4X!OEwZXR30K$sw zb=i5STBqU2BEFx>e>`=5JWh|=4S9$+atPWUlu%7m&le>}z)HwoKZnr9FZP{k*x+rHD}Q(zA9NW zn}`qiYsvWVE~u=9O6QbVd(t9s@;W01#o2rv&dtDS{C>^V!^ z4_N}@-24ZPmpuV8fZ=Kl+@zBjf)flKn6V^Q#cgHDA7kMTd6ZuZzV zKtA}7WRSXgzyECFZl!9kgJ?A@Z{_C4>VfDp$W<3i*}TJ3?5q#!+06gz5j2DCv;X(c zv&74>S>W39zek(2zd5z(h*#|rXa>jLO}dW~y7`(+OO$XU3AvXM+44&JYES0@1f!8sJDe_62WYo3s8+Pvh`rGX6Xhp|zLFVQ~ zmbjuVfj7^Z>eNAxXIooat55B$Xy)T>ryH1I>uc37SDmiM^>cXv8&TzZd($P72{932 z>j}9GmI=6xP-Qe)wWJAKtKoB^@!kn8r6j<%a^w|s`*iXm0Xv$b7XOJDoB-|6#MkOk zPWrr#f*QL^3|(Ok^J}Q)jcz1zeN||r@=T`x4uu-Fwh1g_Fi#niL(s1psZ)>@VVliM zp-MV>@_|4zs%8_DQA%XsuVg8$66qIZMPZ~$wtW#9q7jVX%T%6NVN^32F=TA&;KuP@ zbS20O-BdzQG|RjFZW)Qo8Y+JrMN;^`^M(oA!<_tT-EXeObOo?ZKuvYGdKWwl^CxnUhwh3%!xsFdT2_*tc)p~8UDZcu>)jN^Sd8fv? z>RijDB{|N`QpTybRF*fv$V%EtHfT;4y71G*YQQ`U=y=;?YgSb6Hb^?rKtXq<5{bEa zN!lx#1q{4cRJ!Sw787Gz9Y{!{-%2MxZI{I);3Lrfxjc`R^xzcwEk@WlUFCxJ32$Ci z9q}8B1x=$Q{6W>}C@oaiMo0|jao2|vNyZcbXY!jm*#K{R`^hq(;%pI7jeQvK&I9R3;*H=e#WKBVaRKof!F^E_}eroZ)_^PpM_?2F*5MR znsfjy+D;o>6}^wCcdB_#Kqx_!n=T{mgmU&zZ)3umCQ45X1_@${oCa=A+bpE9Phejp zkBWOWC$EIwQd!o~$hp2mzGz~9WJI9zY_)KGq~p$!#_tf^VYL! z%ZlUm@OYAH(#7~U#cq#~5hd~b1+_L?v>V6U_aJ<+d35<0B=)=GPbK)E zyr84S%VYo6<>R}#KS58dFIQ)cOOZd+5Vbh-{Ka@m0J5)Z&f-tQadTynwQ|U)y!6RN4hKi2*%1s6iIg)OHt=ymGWT|A`Vst+4e| zkTMGch~gX<)rGKpQ!;?tDfxjHkT5EYlZNB!oCZeNDXUC;MdP%tA>NZni25VAGV3jM z;}?P}d`I4vjR&blR9ca`>G2BjO)bFN|s|zZ=^?TTjZpCS1H2%Qps;{o9VrOGJ6)-A$ewnn9P|y2AiA&^B z)%Y)C%9M0Mp?jeGT_wGfz4^4^v4SLJda4>v%po>AZ5R z0<_S_e@%bkeHiXIzo+P3Pk;kud)C)?05iTwFwb7C3TT>EeV2FDt!@PNt|`J;x=!X^ zzu)1E^B?L$V7pf>vX|X7eyl^8F8hK9jkxN&HmGxd<_m6aSsnXpe7kM`)!Lf z6xrte>l+>q9ik&`LdlOyzxIQpBn$iI@=!-+$?H3k5K+7LMed-M@ zc56HeJmiDy#P1M#IYOiu9Hxx$f}I*G{LRcivq|oP-M=JdSPF6dlC*z6NauoI$J!L` z?HsC@R&y%Nfc09x=QHQAsE3;q%-Pb~zjO*9Of6IBCr`kO68P0vXTGT=M~B$6$6*a< z0g~f}QZLs(PJd5uNz%P4E05UDg_N#sOBTB7$5V0p65@aH2;+qk)I9zugKh*x?cSxE z9sK+YY^U*J9{JuS=zaVfzpBlo{~_q;Oz8mZz+7Eff4%zvled)HGm+m|07&bsu}>1nHS3(FcoE$xKhp>VAnRxod8@y2BpP=1K``L zm+F-FJ;7-3?w>-UR2%1FRWF~t+YH+2=d@gKVk9Vj8G%+nYn!q$phTw%0l3En0v9Qk z#~CKb>u}!HLF()K?gAsaxPtf~0w@cdy~=Y9!`TSg-aye<9i9@J>@n%SZ^pPXk( zwt>rTnNZ!+$QCfzSIPCt4*r-m0CdYxhR7{9v(%NDW3j%nkRjC~TDl7E%KkJhuN1H; zwB{A}DD%HsJm1)8I2ZT7F)+3z!?MA_%Y3Jm4KW{MOYxZM3R^#oQ0bHh70#p*33_Nq zV7sGDH-W(YsTtV}v~i#GUIW1mNlbzw0)L&nW0WQ`1mg;sO^u8y<_-YHQlKLsYVS`S zSzHAA5qqAIT2@I&j`pZeV1(mE@v6Qg9}}K#lrC~Uy>p`|w5|`@wsVjW?};W)kgPi< zi4_|M$MItQ!F0I}Y}^X83b0@RgVj#QXsUL%CT_+n+EGDJthy=^t1o3J$C+Lb_Cye^ zVV-L*d30X|b1W~tHm?NsRr!&^%H^?B=~M2BXkBeBmh7xyBln0oBfl#p*g!VsADkY) zrnQFs4PW8c$S1-{*vC=79s4?iza3Q_-WtWG6viDbjSw)VC=85GyJ+Mz2PhphI(UW5 z1dSYN5oN$X0FrmXBr`x@moLlE1zprL}N1n+d^g@ zEx;Dyxzk!d+lPl5v>~Xj<52bQ!M=X+$TNFvVEw5zN5nGqX?f|iiS_baJgDrzXBf+h zE(%^5o*gbZy9hM>0dw3T(Ej1N0savQ3CU-P@ZupO&h|@uP}|-py0v6q4AQ58rk~#s zkpAFpJ?q>D<4O>lvORXv9H4Oui~jp&CGy? zMK&YU0h=7kW$U->R5bGwNZb%EKFbfw*%C-5byQ{?yz9a%MhXdngD15GNK<+22Ln9o{}!r1U_lo0`oY){Q-Pk zfY+vxC}{uY0noVs4@EMvxv}rl^&m-px zxpdeMapFJPYA-hlR%r|Q)TVvQbl+3bg5JK@DVJ3>BU}eD^N-%UWl04>aB$&5Bk^&AMxj3@RDO^$67Z|@e5*uQk9LXXYQZ6 z7Z+a}M1PwAz(v5fYeD%xsqTHz0zAgR$morhtZXm<-v+jw0a?ITx;5Rt{;6ys5z%-l z#vKv`Ukd*MH;<8&HQ7ZvVO^~R83Xjk-HD=N2_TjNczs;$cq(~~bQLUdQH1Y+s=jn# z*vcj(u&MGyQiqJu5){+SEOpx75Ix>`ONQq~*%svY@V)wJI0#4)kOex}z(-_Mn^LAk zl%~w)>z2v~F7}Wi@-Qtcz|4RJ(W2Dq&-f|;cd>;OGAnCKcdZo6?U@OnP3b)K%k|l! z24A4_s=LgyqXvYY(IYg!ll~d#(~OCfhzR2jOKb`_ja<3!D4XMO^@an3pSgv@3a9=`?+YJ{@lq!$ z$}>zOZ)Ru?733T=75H+c@q9@0((C+uTMFB#at;Jw6JnnCSVeaLL*Q{T=n=3S&+el@ z0PcC+0#cV>JD!4TQi;HKGY7sbI{<`+ga`OylNgqrs!glUpVuaAQ%bx9DPvj+2O0gVcXjIw-mMTM0*uk$*>edY^D!vl6ZEX!aT3`-(I=87ymtSW4@Uk z*$LWL;K|FZ11+^A+r`=rLo(K8-`z0!w->KxO;Uq5*`suikyP2yB_kr;`d{O`A+I%U|3+U=Z%GReZkP2H=oiJ#>glgO%!kni>lMDB#XP_%33c^@4VC~P zV8IWD_SQgrEC{-JuP$2dGoKo#NeiEP{c4k|Om(0C-B!AQGnn+HZSOKrmY5r%@x5c6 zOIWC>!!R@BU0gt${CoQ1EN5f%bsfzL)O&SwB2BOWpGarp)KS~{$ggGfSAdyv)O8iYAzi$xfB9DTw+doQ2&fCC^kds+~3C>f}>{d5}+<^qK^8pX5@s z*-|W09xsHg)>)CsXhD);x#|x9C_bz^7`0tH3Oke=O*3lYPZcQ$NriZbG&xS5i6?-z zQ;HTqH8W5p#V*-%X9?COc6SeTc)4D!gw?UK9{76;?AMn`+9;AlD^Roy#>Iwgej_WV z9Vb`+3x}Oq&ndwBGKpDSW`Ilf%Y@8BaG60!(EUkJ@r3R4zNdpD<=~8==Qz#JxjE28 z2D4HU07{e9GA`G92onbZP=25d7bSe8&I4T2LkHS!YEV~SehchTexdY0B^wD16qds3 zGF-k#R1DxxQ!VATHTfgJ2$J=<+MjX7aVnh}Hi`1qaq2R=9gg3VrXP$SUZ;VOLe)EP z0}4vuXhEui=PuoMg(J=OlUFiQ-YEAev2c;cp@e}ARLt=TOaWqODg$>ScN;e% zH_FeYlzJ9gI_J3^Sv{lz4?gllr0Gc8VDn-zIMjC9QUwX}CcBlcK>LM)SxSr}Im{f| zkM+@*mYa|II45L$X-kTGe;E22N;(wkzy17hEav$*)Qp)9v|EkKWnBXR{vAL;EuNiq zxB`ss%yGW2tg;L(u?op9{gHsQEQQ{6+Y~H?Ua6qlUgsbP9BqgcD-cBH);Ri#l#UW> z=6nNWx%q@tJz=Zk9||x%fyc<>d~;aa$K~#PYpG@%>mxtgBPq1jU0PN)2P4(S3F~Eb z;YjqJQ|{tkZRNccp6fWL0;0t5=lX=<=7}BNur4BiM!A}una7O+umH`0@*AaGE!nCM zH5VNVdCi?HxX6=u2ns?tlaoZVQpHLri9#-9s0sUWgmXAK0z%WDL#>*WOo#K3)#AI621j_cEPtzv%gXhuP}g&MiVOFW9^OrS|5PA{R6xV8hkVw>J64%wDdl=Wt}MnPV0eh(}{O$21n5<&Dy zr-+${3IA(C_19e!#IE1XERur2VcT6GL5ZC_!K@}fYY21z&YyKv4%I@F{Rw9kK(znx zNq{U7vajpRYE@K>N}c(pZIkp}TQd{wH^+WYJu~ehtrsGbRDUh32Y&zVy2ScfVr!pO zV(kL6@%GzpOWG0?&kzYC3+xs}rd5KycN(sS{$ffp{~8)xo{mAa2nZ&ghaOfIPHuqn z9jJAVydr6m2w=vaECm5(Q?F^Y!YtE&$2x#XIG@}wyUUEv74#dAEXavHyH!vy`C@F% z58)a@MC0PVpTp|0Ru5O4x*SPmE#9TU1K1%~?+BfW46EF@_yXAUC6U&4U>m)^kLt6k zf_siQU^X%6glP!Bv8alFO6hU+oP5rA?pT80}DA4 z$astKd7D4>rW###S6h3N5rGzH>ELg?iu#yETdYO+mi70bqc=)#B30bs18nzQ=UlUg zuV+fI?cgU{qy*ZpAYvA|zH$~r<58*_;f6ZeLyjhiU1qS)<)MiRnyhkw4Hg>?LQkpq z`AU4-&IF&@;?Z@n3JI{q7Wd0h|FPl&X1~4b=7N-7{w5%MZ()A5xxWX%P6~h~<7vd2 zUdd2GXqfYLT;gOghLWhweM-?G35*ALc;|WCjXGBE|MMUMBzonb_X|UTLX8~5HD6uNu3}i67-LUVdDr>&-L*6=g z-k$3W0C3n6X9N-pG?&X#)%!u%*ox5KlOoUD{x1hI{-RkZRh8|oZDQ>r}i#emH{m= zbpOULVEYeXwzS?qd%4$mxdyyGU~*)e{WMF(uMQA*<>4o-1U%3hms4;$L|_ydT9|GI z^UVPPouEmIb-@3u0^Gj2VQzVyM=z`%(aVW#+fu*m1j|5%jo86L?k6 z{GGiD$IEGT`KUO|0s$?(x-wU=1=0NOG^BZslOsp`EX_PXk_6w^cpTMbb5rw9`lp0a z<+SC&WQ`3kkuh7?K3BlG%t`afN?5g7$8)6F3$f)tJ~e=j3y|<#1lPVW6<*cX=iesY zJl`r%zk;qXNNz%*Lv5@NZPQ=fhrn(eJ|T=l!@L-Ao|D1Z!zk?ldj$wF^Iy5h+t85p z0FW`TPP0cPfnV{gY#`i~pp-5u_?R`i<}5!55M^x0ux>({Dp!U>GPRFsUa|j+-hrjC z4_jgkuh^rVzCsXvo|ox7Lp96E&VJa-zcVJx#gwT=p zuZjULb!r645wc8i+DHgL9&isIX@I%hj#Iuzj^ z+n)aM^3gu?4d;U`KStR1s;bz(=R5%5H~bNR;Q+xSOh_`hpd4Y0mYrPx(K92c2ZR#N ztj2D1%GJ$X8M`cus|j@Qi%nmnbkB$05Vf=6vBSF0t@PMnd7Nh*SU>FKml?jwuvWKRvjPFoc)fbF*;7nL`>sdUbH{G@CNB^7#ph&Hz#-&h%3PnOBLZyzUy1 z{bG&Vfjz)2(4`&?cRSgLT)oIZ3SF3N`G-MRPJb3cXgi+3osyJiA!o(yVzA)Mmvcaj zg%G}|2uXTPPAl%BW!`UvmQu3U|CvPMGz2&0xdo6;VMsb*0qZUT;gnb6nXVSxBja%n zBBUedI}}2BQ$!1yGjdsS*2OEIyt)6Vt(E6G(`4Tt^jp*rUlZ#2N0M+a@P=CW=gk%c zYp%p&wHYN2s>EY2&28T+*hVMp4Abmx@`S)3{ZN*;s~|*>2Zb&g>jaw?Gx*a0Xg&o* zm$}ez5l9nIVEFm@=;b=K`eiSC-8_ZidPOEugHnXtqx(UgyhEyhuf8B-Oz3SAF3o@z zr9V1BC=)1ZB{g1njgXDn=Cir`^^znKCW7-YD>ax2X#k!ftUC0!{+7}bIsY8t(+RKG zk_1+{ITYMoP}9QoTQQccV4XVEEU~Z36yR(F2-bcxFs<4YP%uWcTDk*yTd}P}S|q_* zlM`Ag!Nt?dhmiwMl&3Xi1Qt3L#%fJ-zRQriPuw`JF~*JvLCR3YaIK`*eGqyOEkI2J z8nV-{BaM#hvC_QzFW#LGi3-#YYYMPSjptk3;KRned;2V=86d~7&-IflrTcdZ-q3Da zryX^~qNy7R(M~bIBll3mDe;tA-TtGNABsu&`gu4$2#GNFfjT6DB{MY{uz(?&Lv$oT zSo*QjDQsWlv2lY>s}MftEO@NZbA@KPsZqAo)$WdVXy3jVijCZV$7)I?Fcl<%v>_$P z*<_)09e5^&&~hRF{^ZUm%OIJ>9@)weIGhmqW4E9afC%(P|<_j6CpTNHDl> z_2sZs{OdeoLP&xRVh$rq%ZNaCsi>saz2G$CD_uVu4+O_AOqgsXyzRCz!jR(2)0U`WqXS!r+EJqa@z!;npyrSyD0rb9 zcwA-qHM^JOzPzFAKD2u;i$pvm$gxRHzA2)xjA>DUwy%h!sTqI{mMM_1`^>y&E2Wl) zF(Ef_zMuL{WmNP#0tmWucMO6CACt1cP*Un5>w>s%CO3`xr1F?RxN@N zVj-}dx7_Y7wxn{|7jB;0Lu4VkXrNleG5yLWn%=3Auz~(zj3_;JPLtYMlO1za`!}Xo z8+ms!9Ex=xMu>jhjKByc$3DEKcEK^xbNk376IG>)~nTeDvRH&0l) z?}l(#^E}Z+y*vy-%_ci`&iA+LCX8&@flcxnKatsp57hl6{2<%?y3A*iC&zRKxn%Vz zR(rTR@Zz(B7&O}u6CQvV4dAg!J8pY`p}B{uq*ZKGl9jAgWUo{fgCw7FM3E^4CDC`O z+LRK0wU5pTTtv3C<5|KFw}WO6lMQ>(^|oRqXUpsbLHJMjyXFYjW8=-l`>#ITt>Zg| zm`h-f?1u0#HU;))?%~y)==H_UG0B?C7A&<<{M1`Uhk6qBI5)9;U5a|MNQ$tpG#Q@>Wd`XDk?Jy#Co!OVqT{Iz(#F# z!y$Yhc9F+2Se?0{S{#YHet{qBlCH2*Df68g6!fA8)&t>DE%D|v1w0y%3vTmd1gKWl zmjl;SEB4}YIUqL)DS?R|0YUs^GLv5s9l$Qw2krl(LHDWsG$Kz_Qt~a$+_#>lryuer z{2x7-G|}fKva^B52CI%IxI0fJkm4O^DPg30YM=Gf^?W;Y+74n&jwXgD(7>#yj`G*< z4X41w4oU=^mmcAC;8&a=6VV0$wQ8=4AIUA6*zF0&4C^kq?Ee7>i2$G)iYRk9JE+2! zzQeie31YlCM9(T-qaEM#GC)dyyd$4L^_U?HW52@I+@>R~SATmR0}=a{8h`t_0$B!rrW2OzCs^PX(*%tf#bD5inuHrm;-1OR!Z zNj!$Xv&FcK#_|m@ja27r;syxS=Lp|n98uU zZSC2Uiv*cp#5_y^=SVG?Pi>N~mY<11S`w4E63kH33VVL1oB`Hx0BhHx;~7Y*bg>Z5 zYF80=y59BVnN+C@EY!J=*x?$&S+%Na#rNAgZ2VlUzb#S^T-i1@z5Xhd=t`CTr|ZlB zWQwT&?!B)-Rg9dSte`F3J1+SU5mOXhoQX^yiK-=vxRoFDAmVqgLd&oj-kZ%9AG65L zah2T+y>+_PuvE>$n5SR!@re2l015+wy#OKP>$kvF=QU9D1pz1?V7Mnud!KxDY|AGM z1f+Y+W1N2wZA_QWG8RBgg{ zPTypZhilH)CHCOWQRxNlGVHia!Xif|1S8QeBh%Tr4;Z?nEt6p-m)P0c-NZfb(Q`JC z5A7kQRZ5Wp_w{oZJHco!HGE+|pY6kb52xdT0n!xd^I?TbTPoZTpSKLV$T{wNuKd1{ z;DB4qB{td<0g&6_@5agSID+5-nci%?9&}6W-JhKS;b2UcqS-~}=+HXKt#MSe7=s3D zjse*m_u+v4D8sYQoE@a%fU5vtj%t?cemCokgS%4RJUsEK0SS0O^R;wJY085)poGyF z8<=GA5mO0PqcM}l8N11@l=-$XoGctFXX>ky-Ho10m33L23%ZXBV$;KZ%vPc$^xfe9 z+OJYxD}_KiZfYW7M>n17zcXD+6Pv{oL|n$Vx`mPdFfuBeh*O>(iL^12C--$cOd!q} zQjOz8lyd`vXm~=5W5d3kSk+r|i}J?l8q)fei{Ce|V?W60*D{}Uml=O+%)g7DQ-b8&dz|#ZlN*>3NnF8@1>7ll7>l~6Ae(DqK}5H5YNEu}gofn0 zXMGK%Gy^eHpXdv3^m*sG1~xeqUb9

7M=B5r4v)RQqNBWvQnLjF2vk}Q>UKcCiZhrDx>Tkh0#=z_nl4aL}V zvKbU2F}t#%Np7Ii_R!{bbQo6Xy9%mCM41?!IOjVc$cuQ7>Q>ax%+#~~(tj9^qj@-e z1ttWC2-k#blEJfHeb6wmNumPLySBZCz` z%8xfW1l5h9ZznA$EDZCYIKG|=*E~i9$}sg(UP_#+6>Ul#rb;A-a=i*V48PsWz_m9u z!C;cD#8DgYG}-oy`Z>T{_5@5q88zrIdAbzv+x_2_y9S{**kkvzD{wy%I(z3j># zHuKqkpUgJ~oqS30dOmH9_eENda!c7Ch{jqiRDKma!RL7Xs3x2AW6c6`%gOt%vO~=m zKT)InbgJ-HevD_1xd5HFn;!}tzOvbkcM~=3654bniG~+(Gx6}(-#Y+uFRfzjb=ne` z-KHCbhqqhIoA1rQ@#DijN)_UB-ys>Kc;m?ihgULNzWI7 zM9m@5ZVQBfGnElUj1aiB(4-U)spok+S2W;k23_#Y6nbaroahgVYiRYL2wG@*ousTe zJAlAzZ^do*`0jdny57wt=6d-95^?c&{g#_&Kvt_QFdNGt7}x4&AnWG9oZC73MH~VV zghnzo5&lIXrr!c<prfJ$(8# zTL?M`Y6*3_Ca&?I!}@RR;rd12ARikVw4#YG$f|z!C!0nPJVeL4@+Fx}dRBFpAMU@Z z;)!B*BNvSu>dMFAKOLdSXG7EUX)ShdhjqyVMdr9Os>c{P7%c}74tR?{W(VD-Y%QOW z%1C{jjxL-h0M+t?e+2KIU!xCcSLZ+GcHT>rN&4N=u{jQtYjAazAmE0aCOK1#BYfGB z(ybtj$=f%!`6>6|i+wUekV-USc!F{T-74)rUZFO%RK$_Qwhf3)58WvKcM~aIQ#WLU zkRfj7W2BB~L214iDc2=wAm`}Kz<-k5Z#@XeTmoNoUlWaC`b}jLkTR3vA5?!1$Lbqi z#x4rLa@+Qgkds*qwZkZZR-D)A5DAky;V|(A!7FOtz#Y9_+#mZW=%r?_rUhhhm5Zrs zD3MUQ5Skru$%u>!Wl(XpmQ|d__YlM>Q}lNTJHx-tkw`n%V5)J-?fOHo^Hx-E4ZQM$nAuB}7mQ*qxy5|uI zl#YoLHKyBPBZ^jIV!bcDkVhYK$6F?}xrkO7nHzb__xD8K5Vrf*Vn&(6PztyxX|BLu zXsN!@_r1a~8;@%6gN5c36oMjr5hO`RwWK%oW+8SxB|hRc+&7GAsjhE6g)c_|D!TH6 zPSPwxeW46y>5c_K(S=CRqk3>m9>$oKmfb;);Bk64G+`d>~#7A>4e2u5@*RQXN*w20`nYlJQ0xVf-g5=Mfg=fQIe&DQ| zB;2RQSIOd?{Brm~&D)6;Yex*P@H6jLY@vNb!Aw-BT3+k~qWY)`9|&-U9s3^a(f4+9 zZ4T!=(bs~Qv)3SrSaI{IWQ-n11B<1wO_?>%W-#9dlmZk+I@~ei_oVN<%8LbeW zP)h8Q%-7g%k|$)ZCU}s7a&v0en|(k`KNyV%pHIT9%NQ=eXiFGM=53G=iyz-$Y456J z;*}wH(n+J-7)kAIFs6k61+_Cu%x$-b0G7z*y-%F9@_q#Z^B=-ey zoZ+Cg7C5{knp!8)p%%*R5py$28Sc#mC<1FkDoZ+ZPA{v?F9>I`D2~#2gp*aRHXM}? zz2|KY-FIL#8o8jYbjevl1Y;r(#mOL62r39T9HrM5+JEn_|J7hReZBI!zzon{3fy;$ z9WpA(uaJ?8U^s~PEGj^hw*rHzBOn5mJDfCtndH(dGH-ePqdf|67661QO!c6?0ihi7 z;Tmj6+zeVThu%zOaS=ixdl}4knRVZjQ8ZipWFpSn|m=XuU`Pdu`XD9?e0U6r2 z2~CUQ$vA=8Ujf*Q3Ub$Sk7b~?e&NuWcwCR@A=#R=f86D*bxVorQg0~%u5A7<1vYQGEg+d@j-B^(F;*lzXTEhj@Pr} z<8e|(YMd7HyCBJfbsc15NO7rDOho7oR0Vfj7fI{v%($7?G-=VN?tfMc6d(YH4gq~I znA<=^6HVL`9LF&yz?H6u@v879Ex>R%eCB&+buy5XWD(g!8l#8su=@9`<3>B%h|)mP zrI2OAKXc@T$V!>X#o;VzSXRAK@?me$&<-hQRbGY*5rTc5oNt2&Kl=W6{s_?@ef`@{ zKYwo9_HB(u9i3&is`=71wW;m(y4$Abe(ZxkdiumM9WGaM&Uwxl1Y~Gi7<&w<^#{FV z2S-Gf94PXdIS@D!5J9A~!W?TLli#OYFNoBjJNr((CRycn-I6!ZPZRgg%Eo3l1O`FQ zwFSNn!5FurK*WGW58d8>r)pR}cpnV9qlgJ%q5vRbtyaseh?QD^$vT)zrBZqNxfdQf zbsvv6FYvjI7Xnh`ay6%pgc02whKyL`?BZvI2SOx}=rQ3Q2a|IMN;Qm*9sp2w)w@jY zJ*)7)ep9+U@PT)|^@Bh3*8ltm|Ly9+!j*-U?c26-QpspEYPZ`93pWn!+xf{4efWX< zk4q&Us;PPeS#a?6iWT!+aFd_ez%ELZ`AJ8>!%>5nqKk6sc!+x{I$fmE*&lM81^Sd9 ziolwv+@Y=#5POj}RU_lXz%i(JL;>-DoX+4>6%irdb*FR!5Lp5vAc|b0pv#IDPYeU;X31DI!V&_;luSj0*r7xa8G9wGB>MCN-wu*cq%y z+&j!h-Vo97y)+Xl3xz{x6ayvaAqw{e-6N7AlqsM5@Z$hvjCua0SD%0RJR;tI{4fBV zI(|euB~#|wQcgwGJ^{$`iSj6-p7WE(MNFK~s;JF}jN~X&%n5|Gd0(uk7MA`Ea0|4$E<_sYA zo&m`}n<@&;0;A!K6+j9k=pw{$;mh7ooVxGm=@Z91#j>gzTAuJ-ZxX#%Al0J68%cr_ z(NF;4HZCYLgNl}y1oY`^463bUaQJY4kS`>?bL!a>fNlr6CflNwWnoc#Uf;RYNQ)GC zoJV90V5&_B7Ik_@H{fu~9vu*oB{GD>90I{uiTNkV=G^FPP(?wxFN;$KtGV%1t?#U#-w}$OE38(bI0TM!ga3tb7X{tguBMQJ@VLCD^5+Ku zofGd*&t(or3H8Xcgu(gs`ays`dU+;4$ZAM~zNkjbpWKlhG15?>H*s$CeLf${(Z+#% zzV9hq5YV3EO~ylq!=cix#x8u7bmV<7Mwh!00MHl{MIZ;rK^f~Sn;8@#Z zaTlWziFA5gMnV2oz(b_x5b7|J6BQ)P5geFS{(lV4YS!Vh0h_v^)YbVQ!T}&zx-vwD z4{r6Ixh2SGPZG7oW=pJ{YC@kxys-c<3JQ(Dtyus77>!2%-~aqa!R*O=g@#DDJ*d;y z9~ol|+A-X(IzA*4&;Xx1ltJ>^mNzD)AgH`+=s8Vwx(s?g$jeViHzD58PgtW*r2?nN2v8jNE08;t3Gu;+aywn9Zd}g~QEFM}$0`e;= z{_2z9iatJ4GLssnJ=U)AR#_+XB>F=n;3fnB0P6L6jt@e<-@FXmd+)t}_MPuLF43Bd zF(!WumU0Xt8ri4?0Pd78TOO^?(I9~h9jWYN+2P2(m@%vf8E6se%#2pmpE8g75t2p9 zO_iK-@gFk{X6%7F+-mdP1O5|)+63I@+5*x*jf}D4uz|9dG_{NXW{i@q04q0>q_*TH zj7WLWW5+CeaK@(6O!}5uyr4P=$OhRiV!co9yH6y}&87sPQmG_Kl0!iNE{SFHC}?3} z;V*pd=f3yiIq+H@UHWHHJ%hOVHUGRkjG6G15#8gVPNo-|k3sovxw#C-oigkWKqL-8 zXitz)0YhZt_F)UK^488Vv{htYqM#6wPq#+pW9gb(_yV;6iW^7Xe006aGZ8RE{^uA!M$CVQ&PVCvedu?r< zm;K#n89oh4IJi)aTJ(r7O|UdMV6U|CzeWyDgdoE?d?u6}KZs=|5CZ;$fLN9oP~rlN zt1@hQGfD*2x%Ln~cZ-MTm7q(Zg+WcOf}l1>gR_g?;TNr;1_ue;#v2Dp0woY)5)54x z67m!*v3t$U=%|aC$;54RwOE^Ti|c-8qVTuZaWWoOY=H5KGCTE~6#z|($jwJC7Bry- z-V*Tacfb3+v**71{HwzLPOs+-vkbAD48F67c=0Q*$iuf(#63TeuDAp(=(|PaQ?87? z_^A6UFBUsZj<-Su5e}QLE6{d9r*767h+|``#tH?(YcF`ia`h(2{ zN+Dt{B+Ost$@WUx|1aaFmGzpkSR@CuvKq6bxpKkQP6K3QCLjYs9KsJEO7>+AUlw!( z$R{2*u`S%9b-ziNE8i7OG8IO1<|sg1aXq9?Cl7M>rr2b1 zBg6_(k{Cq1#hyTZv>nHb3ALhhW58W;m z9RN-pKa9w`A9)LiVtOphETSYn*x(3UKMdsmb&qpURdj2bs?2zG>pGtqCKbJq9Yado z9AgmN4k^i^olw7`#3e$t=ike{9{!mt);TzVE@|~4nP3pOXj?*O{;kpx%l9*YIJvj7gX6|9 z_adtY%`bFAj>wm#lITv4^bo>}V$rKu0>prT?eob=zk;U zA}b^C>8lRGBBBBE%PHhe2a;>lGwr(VV{B^NMT`)fK;~f8%?JRLZ4_3fpNxVK@%oJ$ zO!TSa_ec=b@OlMVD=0OyXr~qCLZ3P-!fmnvLQ#5Xb~A>BKzVmOE}FoR0#Q9~7JV6# zC(`9Mb|@PGc;_=Sfa97gDPtZMt0vqV!k3Jt@)T;!#4omjRhy*!aYyrtZ$bco2Eh~z zG9hx-qFM-11prXyaq(yJX<&#L=3xVYyUd9EG0A=n1O(v8sAf%e9#4|&y9NkqyEy?c z##AbmVk`(JCIy{1abnM&-TKx;r;me!Kd2d+egjwtAxxyF50x@y(3S!_W6)?UPqteV zfIkS4wcr@1VnR`?t=P+D5@_C$?}1a5naWiU0+ctpp$`yLRWi=P&=ibD23cjGS;jRF z@FD+$PLr$kkWNb`wPufcp;Cv3Rghy+*TBN)F$HKn1co z<3pDVj|bk;nA%Fe=6_``8vtgm+kmXP4XLJV4Y`3D!_9dIBm6$Feucgfc!ILjqyMi1 z8v+P}I~jxpQL_61)DhLL1Od&`2}h8%CQlCWVZh{&Rj#w{=7hjHxp1n2pHy<`8@!>hC&_Vq&NFa8FQ5o;@ipA7{0w(eLsnuEW!F`0r>>kd+r&}@hBU2SWkxL z!O`rPP|Qn4$a80X7K#@g_qxf-GiC|HU^PI%0eVG=nB#1z0Ye=hATLiF_bz8aAZ783P&frZTg))9E zDeEtS|6V?;f%6MoLGKIDPO0*nAADaB!T}*7mwyrT7sI3A^f?wd0XCFx%l9-m+aY5p z!Y1@*ogM_B%`b$7rB zo@<(|xm+(9&Jg+PoVS#j`*AFl>xHPyT&=~oeC5LT-Y`#S3*1ak1bgM8l6%GL3i(60 z$r~JbGT3J)uZTZG07{SRfc4|5Oc~&!z{8Q+1gP*|A^`#MlqvcXd5GeW9!h+}9c3b( z3BSnKNg{-38ADQh6S;4!y%hndR4U_8P;o&35#RN$cfNS`EC6u;)cL<0+p(#RCJNIt zGXuH>KR`d$+>0U`A%fnm!8$M4PaHmm0k?UVF~@c~JNcd~w*&w<_lP=Y`n0Gr=lKX> zCBiTvI#iS!CB9IDU>gdVpu~naSJ#s9w zsi(LHr|vrpGV>_NjwFYP1n@8ihu9}Xia~!oUlwIxetv$>?pME#n7!0FzS(9_|GFRYhkIjI%m{x9Y8wQMDM@XH``gIT_$! z6A+Q$4gi1jo%EPE!NTKMXFlX`$y+IvO2t}RL_vyw_}_(vg~Nvrf8&WK0N|%T@d2O= z!|A?YkN^;bb}Kuz;}s;oZgShMi=3m&z!}`>e+`B$3l@bMnMjZH!>LsPQxxRu;FpXf z|K*CR&mzq^k$`~1CeZI+34NH1cY+i8E2q~5XQ~CW;wb`SOoV!Gnq%J_$_i!_*|5vK zCMIJX06>Bw@@5e1m(7i?<0gvu9OaO#P;umjkr|)G$*WNUxT#c#OpRksi{O95a8RvQ z18vQ*ficFYZxwKrxL}AP6d4Z4&6)qnm`G-V0_MmLgj8ClHA5&>&}89b+7*!QP#Atw z^v_sdYXwAt{J#6J3%N1O5M4H@xzQ*Vt~($EH=T7GGb?QOjGi?l-CQA z<2$GAk#IU_jL}sH!dJveekdIX#E$tXN8wmB?}-ixD@aa3Ld3<=9*;LMY+Qf>+#Ga6 z`W3vxZnES81xz1~Rd`CflLwV$@>n1wTJ$6YZ3hG8uovmg0O9dOpqU7sTMC*5G4EU6 zx&Y*oLoq1E9r$WqfBkh9k~1fdlDECa`HQkf>+)bl@`HKv6^Bjd6`PkI@|o)e&B~93 zd{R`R%7*!$vNVAp$T9Iyk|RHK@>GxJjaaBl$3<6*0yz#2W;C22G|@4BuDxN=FY?3X zTJdZPT5}-JVk^|Rp%Vvd}b`e0)Eyd!J!YfT3HbT z0J22cIYTi?$^+crTNeNiEN`s z|IXtQVkJG@dka|!QKRPiESjmn{eEIRauLh1aVJ@Gur3t0-TlcwI|0nw2Y>B}Cl(-( zr0|ELylz0z7)F-|1Vd+vyT@kCyWaR^l)L*OC-wwEZn)6nn%2*XtuPzoV=ni14`;n( z#t0#)ymsIWDIlLjtqV>na^9-w8K@>A1RXkD@yXpcFe)K|WecwTFs@5cn+9kn$qOGSn z@HkYXtJsHh`d9ROMJ5h2IOo$qX5H6?6^p&d;V4l!!Q43%76j06H>g%)sjMp2SO z0*r`^TcQZr+T#c|C7|*kjb~`SO##5NEiy8KAnXqBe%t9FS=v~#sq=t68Wpi|)dasl zZdilS;kk+2R5`I4du9YtMnER((GpH|GT;HR`#$?t=wpRl2&WrN69Av$~|wfZGQkX4A>ekL(a zL@AMrsRy=#&}ZT}!%;fO`rYjc04Im$?$Xl_#+WFI{^DnT6hNmA-PuNpe`M7qW2S{a zirSR?S!;YqD(Z|_m;GNZGJ$a@~_|4VCXmx= z#p%Z&vw(=mU2vVzM#ZWq3lk^SpJ5Jt2RxbybQ{N?oOCk{-lz943Nkq}8+Nk@$%@}o z*2=3&mYU0j4Z$m82tqNQQNW@23^|^XuqMbFn&1@-0!V_9GNcx!TfvLqDXl@QftVd@ zT_Ut`@lYK}5j@d06Ld#>>b@gFJqCK$Le3(Fo%7YPvW62!?}?(w1-1w**^@^PJ$V1I z(DIMikWqCo<&B&5%0mioq(BF9X4AnT*3 zrB^@`UK&IJLs0JZ2~>q#tF4EItMtoKsn$PpPliaq&0t^_T~x=no|zW5aPFhHQ?C1g zmMAr<*?2L68WhwctGH#ww+<2!=~|6PPnO6KambvLXc0Mi-d(0d&cbl_MGF`YA9BJF z|IdH(=UE>|Q6-8ZG$t7hQ^%(KPB?DdoH7|jkui}wqVcnz_)ru@49=2d#Jjyzewdy6ayYB-_~4U z!V;2lUv3HoDW_)MQ)TEn5lX6b%zwfC;*mBkCsb@+paj4N7@cMe6}hOn+_h!Czivrb zMnlIOL9b~NfhYNuh=>fc6A+Q*FrY!St_G4WhzcOe&1R??jLa4vSA@mUK1Zs|bmcHf zsWQ-#Wmd}l6#R`6;?r68d>^`T6Y9^Q8hu~p@fM4=F0(031a$`RD1%zUjv%;bjOrZp zupWXi59C7fAU;nhSpnE0FEH7WacU0a{AxBhfodZXyJ1i~3N%q9#t4GB5c5QYWkvuw z@!EAeFq$Dz;bAAi>~clC3lY&jW9vQ26H1n97JlXf;D{)kljJ(%9Wk$f8Rwx&hFwd0oKV{zv z$2{nq0<(aCEV%U?Bj8hoFdTHJcyt9{3^E9;(T6bXmaEx;RtWeK0{hRB!vuQe=_02X z450K%4oT-&D)6>or&RsONVS3hjZqt=b*hsi04lgILTd@OI7+e&5dgRY*!Wiy&V&W< z*YCI^Q2{dUuaWT%gN8xUthTO(uQ2x@zxbbYR|V`vL2=ZNS6Xt7BG*0 zL@6(0{c)B@J3iqjsWV?&S)Do~zC-%89}Dy>T(I04?E8iR&@c0^bqT-%?=+*n@QIW=?mD&9LFplOHrc?nG&t zvUXRc5|RZTer12LqzRZxJu^$FIptW!f{NBSg5br_M9Yj4fZn9w4^;;@fGFdI;kX2^ z0~Q!5_e@qY^G~ZlqX)q__UUm=76=IOKxR0CKlFhNK9H}*bt+fg1S_PrUH+$70-fy> zGWD!+5WR~6ZIpGHWN#gOaLkVi-}34-mxt+K0K*k$l^_&=;Q*X8L~@N1Q-hJF24yV? z(`_vv%I<$}vHj8h;nwV&02H~Od*Z$ixL-n*A-BjJGx=7>T4AGf3%qcKVit6U@5gm1 zMhxk!Tmq6cDJ3(V{t(g+0Uv2? zn*mq3Zi7rd3IobJ`Vqqg7E$Da@q%F!edevM$b(nRGCST?;9+CbnQ1O%KhX{nGHP#L_qIU`0*)OX$tEJg}KNp<4VZ5xk{YG=a36X25)94 z@_1b*I5XOQe6tv!Afh*2q|Zc9)_GCe4g~=P9wd9Rsy;(#;}hco?HP_ms3qL6_>KmX z6>z!84YKm~k}vy}d2CV6LF1Z(BZC48#Ke)ci2hIs1VG(Xui9NxI5VT7!sIfrrRQXA z>hdu(11S`G)d9}DSR2|kp-;dm8l}CcwpnQi=YdDfcSCA(ZRvNUNe9JN0#;TYNB!p- zVj<#z@m`#O1j+IN3oenFf(#8W>1540>3f#JNP{xPjDabNomCIZ?oV+aUyb5Sh`Rpy_iz z1^lE(JfIn;Ac5d>5N7cEo79FIKb=z`7CJ1I;18=T6Fbi6dPnDrBF)F_9-gG zaiz%F<6g;pPkuPW`U(t|0SYvzFWRU)lc6QoTvns!s0u}^6xig^tSIly!G`h-|Lyc0 zAOfN8M+J8VhPyf&bMFdlBT-%%BIHI4R37Js5J0xusOt1pBZLeVc3I3m7=GIgkDjXq z`PPYuD7C53NPGvl0pN@x;crA6OpkJZ(J^pe8l##?M3N{-Kk{ln!|bFA$*Wr)L&o}< zdlNE`g_jUmSp<fy&N+4=)RO-Nl!#lK?O{l>^N|q| zz@Q||`Wjd!y>Gy>;?v4ej!h4a&T@(d!7n~U5$kePcUe^-I61NC4!r{+Fp-?7%-WRP zy-U92W~yr#)ne-?PYYC9*KP+*i&?jO%dCF-+; zeDafxS%!183*IT$$LP&^=?Is+G3J5Nv7KC7UN2_I0=cb+m5bwk$lYtHM^8D=5Xb{B zzvoTa0D?b(v)^1bURQvi36Q9U1dJSWJN}Jg!)v`(Hx;_0H~6$o?Tayyi425CT7Y+l z$XaoAk%(fJF>BL|rneRX%%FY9s4Fl)Xbc(ye2qm;pGg8Up?WIffr~jKha*JDbXiHP(VlAf*_Ct`iNRuOZNw98MJodFs+S(> zmYXbVtueZf3W!e**I7axeSEWP-@+2wTBG8TX&QyUC|jh(5H^_b=<_VAxd%di3hOL(N8bs0C!Vy^i*mq8M)!HS z4I|W91)ncD8hld$B|56PZ^Dk0_M+Gql?9J&lw2%QtyVOnK@ib7H*y`C&$!QHP73LS zLVgrF_H^D7f=+9Gl!||%#xuaLPACit+!Ex;GW9)>Wj0X&W=ngk$9wOxxM9F;i?oM{@aw^}g5vym!zmi|B_T+iiDMK$=*D&{GIN(l& zxDf^b45!j(!?-?VUv{-;pf(g3mw%Ce#~HD(+DvV^Au4^FJgPx&#lnZOYNb$xZqijc zy-Y|~bBB(Aw1d7H@V|2h$e)Mc#f}pQAUj;bhO&N}nuyRg|x!;8QMVqqT@l7}vN(B*QQ7jwP-u(9yKkJD&Z#E` zE@34yHNw+Ut#?v%3fQZ0K#fRnlsnfXdj*MBmNUqR5~Wm#s3u6Sqw(1eMV(^ZGBE_H zOHQ>qEasRgGaxJl!A42`hU>IsxgtZ^Zsa_MqHzdl^v{H3%a__CuMpkMA0gM4bQ#7p z>bi~S_RD3}YG?s-*3i|dEC?HyB6V47Q?OLUvWW*WEkeNM6Ui!RNPcBP1!9CKD5H%_ z<5PL6{0D^-;j0pf&XI&ZB$#1H4-frZpvsKeQVgsr`OFtq;bH;&L4cr2NiPrpcV`}| ziVPLBA1mvgHzckt$OP-3`Ah6F!=$HCkUApz6UpT+PHBXiG$UFvC8D{qx zsN@QnPzL0504SA#(0~+sBs1ZwLUf_DpmQWk_JPt>+)u%?;Y&fIxe?AiG(l$cr*Sjl ze?rHGUf*ZCtmE(1b9rq7Yyu0NrJr(#Jv!Bnz6NeE_)`+P^ibHM8y*aT;!$wz2K!Qi zu7zWw{c>k!xtl21n#*BZ%skc__OHVcR5huVAsl)k(RI?gBThm?0RWQvrrZxsA#gpq zXeFYrVxPf3R0sjN2tW{WRYRep2W1HnLGSWRmJ=a$c7*#uts99;Bk^U*{VJANpdY^po&70dlJ2*pGTIpuoP$?a?58P z6_K`rN=|r%2N6#^UI+C^Pz6xp61kOlrCCToQ;Q|aDK6^&EB05k@GP{@G-0AwmKvPs zA--R;A49Rby@OH-EAhciKzlSp)4l*DNRhX^P0eH}gOXePHNVZB{TjNNI3l~jy9(TM zP>8)YYnL;~c^YaA4~`x84?K0z7S4%h=OVi@{MBtj#&Ak5k^M@yX`cPK=(B9g$o%T1&q zMQ9kb2dyI(W-bx2)(`GCOD=#Z^nxsBZ)0gwRcJ`26VHm9vCEZWypj=?w)0@Ti2J*f z0HbO!oN5YBmqwoQUTf#KS-}AD+?73iBP?(DpV38e`w!ylcG;z7F!=`J~6mF@ECH}_2Id0M$sLyioG z1+$~*u0NNu!*}ZZOWsoDR6|%LI7VOkOA17_-=$i?J4L(>qG-V|s@gk75DP@TvCy9~ zk6i~jh4sXY5yM{F|lmJR>PX!co<36z#?tzUaxw;by-0>Wqi`xa?2~l^vC_bHt~h)e5~e z565k=CuW`ULk**hmTeg$AZQ~sjK+i%cAZcfMMpUs%dqG_H`|jGIe0=}la|hc_K~d6i9_z0y5VRYLq6qtWQ9<>Z$%@CKEcPy~0!qX6m^ zo0fJ>T#ywUY-|C4qmnn%t1xH?ubDCNolOL+x?5q(u@)$1bKj5>HHoPCyCoAFs-bCeZn5~e#qz=3LFkj zrpW)eNlYDXYln(;PzeUrUEh9bLd-P?o5Y_KV7so=aK{m|jrl49ym6>2#p*jfk%7`$ z0is?Bqd_LktS&@FhfpWosfeM!$pPFele-vcW~Axvo*TTvaa))A`RPKe@3;v?=fEIRF-;Le9Fq?&%nOwrBg~F;_1n8S$++?GE zeWXZd2SXVB(?+&hW(!;GMyAshS7B||y@&5_x0FZX-)X`+5X6Q9L9e8N4kiNWDZ*L- zD2BNYp@Qy7?Zo#@{gM%z03b%$Qfq=jMA?J|qvU3Jo1{#6k4*~9;N$<3r-o@AOTLSt3Y13lF&mj({JsZM2 z9@Ty_GPqRp-5ERLznQZCNjb(IF4T}7ltgIVb^}sgMX{0lKwAUivYAO#U2KJWJ3+l{ z%*YUx?L3Dwcy0ta1KBJqP-j#zw_VjB_Y<|G5XBxy=|y0bj+;1&Zw5jhSK* z+e5&E{$AEU%$IrU&FZ^IxT=fnoZcr`15-m@Qzn2p7C%pQ(XRE`oD(2TFwpK zwD=PO!t8O+-HPpkCel5Yr&7WP#@O-rzLz~~p6#WWOAo;kB}X?VjRUi5Kf5{=vTbX4 zA_?d#jJ`}B^CbwC)u2%r=q0s(o172rhq3Q#qxNRzo@aWtUNt%1t+wEGHI!LG@)x#~ z8x0@79%6b(>W=fGOJZv+nxZ+Z(|yE^6iv;}upVIRN3z*}O*dNRUdA%|lQRBR0XvA# zXwWApf2y3I?4^Iwd1i{xw~ccUQ#mOyc9~H?EdFvzn6jR=jg}41;TjxT^}u&(*1PkF z9oC;lAPoYnRE2@Fly7R%c_!S6+(VW52GO=iqTLdmxgxf=VSn0#O z_xbbu-DYaC#H**#o9o&-cW0};;Vo!0dDN*V=X((J@S~=grrGgXkmIX^jNJ%_4c*|F zY`e+#CGt|l7@M60In2930*}Uqyd8i)SlO_64=F8fwtniqIqSWFJ+9of@>&+b!PDZD zbs4=n)kiK4Jk3h0Og#?d7lr;06@1q^9;#2cF&$~AvD zuq(n0K!WjyRtNZVGeWDA^)qZq{=M zYzXVU=lKfoQm0efD+~|#G#%m_G0k4Od)<>kQ9sJc>jLu6i>YBUGdXhIms^f(I*&92 zwJLehiWD+#4=~OmSq%|c@?-!2002ovPDHLkV1n)5 B(OCch literal 0 HcmV?d00001 diff --git a/obs_000100.png b/obs_000100.png new file mode 100644 index 0000000000000000000000000000000000000000..f5a614487def8839b565310ed98b28a201278cc9 GIT binary patch literal 50940 zcmW(+b6j5U8$My#wU&)#V{sV^3(K}`TdTHZ8*451X4|%Hx2)g!{>~rue){9>obx=- zeP8#5$gc`gs7M4z005xMNQ)~202KHU3P6Ace@$ZuvjIR~w~V-msz=7ii+hV{|2Nv$ z@^AbZ9%Ab=cW%o2cCKF;_6;xfvZQ8`G0tMKpf!yZOiuSqyAQa3wCSUZgG z1yaZtE}Y|F;B1hG18f;Jt7qf1GPQ}%Pt&Id_fJ}_TZPrWo$@_}w5|GTyOA&LXVti$ zE`4M0QUCo7p+aW4!O_Fc?O|%3e9uYn(1kB5j|`!UH92hJ9G9_IhyS! zAqq()90?`7FcFND$uL7a38nnWpUPJojS@<#rL(vnKIDJI5;dt=z$1B!;aT&TmgliuZxc)&E?eW{TY++VfCU7clzkA)3ZHu z@|Qy8Gp@81@lv&;l3MkOcdIP%Sbt`%@+S@W9CYW4l!_X)%KGdF*1fa#pM-#mXlH9q zf*UWvsJyH!5*pL=Hf-c>?9sP6;%}{bEV$pZ_5*1MNKgP+k&XPGGDFqTj{q6_Fl&f z$^2gm#lGwNpEzU81MK&a!8M>yq{l%L;JES193%juRoSPly|y8&@%B9!ia6_uvV~sW z-rinb;Ll*P4H5QzkF5S_yR)q<)XWQ&6c3d5i=-Hnqo&jHDnS813t-saz8pDg%aZ5F z7OuJFF(fwm)0uszkO>gMfE6+LJ%=EXb)dsMKRwOC%gf8j$;r!`B3mdh?ySp$(tW)@ zo-OEo`}}ad>y#?RIM_z^1)pvxgI4P@J~in z8f9vp+&c57x7)5fE_5LWr>Cdq|6PiO%92WzadbFHBXH%%)l|@5eg+nHKn1X{%5|k> z<6~j2sxE#1KnMV#pXummp5Al!SV07DoWB%5GZO?vglzN0!f3&Wa_nusM+yo^B~Ko1 zEN^aU8Ch~LG&Hodv~+Z=(qOzQm8Gj$WL!6m=hrOryg%&~u4hI0@Zp1}Un=~_-80KH z?Ay>AyDhkjjj9fw+AxBWGm5hc+X6ksd#qCxiX$x?92`!UAg!&f$tl;RcA^L*4^vZ9 z_xJZ*U7{tbf7D9llH1OcWvM0k!LRrh0`nP1;>#CsCm(M0f?E(36}3#a*=;;aubN!@wV(UGR0{U~Za;J%5RVw*2HqA#7l|~O9__o(YzYbFi720J*(;s6LOguZ5e!dIaG$6cQh{zE6M6q}6nO}0+ zYiw%N#6GkXmOEhs$4d9qwmv=G&549d%sRQez1fS&XxlvW0w~?=Ke@7fGKt;N>d7hch3~dKaKomZVUu zN#0Pd&76$7Tz{k}_9bhdt>x_a_;{WvQ-OtvX>@dyiJ3V`mRij#?4M`(2+rj*tNijs zqN7><lYbF%d(%S35g9BO@c7 z!SLhR!tD(Wy!`yy;OfpEU0t!~n^PFY2bdxe(yoXtH*O8?d_wR3`E7k`iz0u{hI{${ zmv+UxrY;K$ON|0+SNexvy|BX`Vq0MoF&o>1JUe6lX`yG;Igt|nG0_HqbYZJe)##nF zG9I;I6Xr;thmkx}dU|I?U-!>ZGnEq6Mjf+_1vR)zgw1gVa^L9`c(9Z|XiD-2?uN3K z8WG_bh}iCFcMF(xrnG3l%pBhY!=qP|Jzpiaw}9(%T+!|qO4(upRz|QY2s>`|Y;A4z z^!)d;s|z|Gr_Q&Vl`}0K6`&FCcU)L$-=XYcHSwlF>E7MlEi9xiG7h!{0wR3Y&AkyB zf0>661C^8SaN8Ye85up;N0pb{Ds45cE9w|}^$;vdp*q-qt5=PVzhB}D%9Ey%p7?A_ z!k~x*;I%2{;F!TB{bf|^W|b?Ro?t8;F?U;7RP~S{VNL0GT?MOn4k;tYs#`HTdL>Ea z4KG(Z1>mrs=`QqiQq!nYu1de_^lAN$Fs5$_VvP^Qp~ud8NUvR}oSKrt>%50TsL*Rv z_4OkTQfO~)uN7nnphSQsJgy}iGKERz+v6RcJP%w&IEmOqBWJ$GW1L3JBQ_K zJ5l&P>Cipus`g9YY-&;|=LKQoofuDyiYB%SdGtDOp-E@jrh5J9wyH^smQ!2%r=|I} zzJ(9K(G4HG9ee7?#KgqG!9k)tFHlJ(el_anH zI**GxviaO5z#VJ$bGMG?3mon@2sAoJDO@u&(C;vH$f>=|!NDO8q7{vwRSD!2NwSi_ zFSypfNCK-K?2Y*ATA~sQ-P^ksX z3%+$m=x7y{QbD#tbG>D-M@@D@*|d4$azl*V9B`OyO^|S_zYc(bs#sD}>HINpQSRPq zeZ4noJzt)goz26;7dySa4%WyT%ju%r+}!sH_IZiJyC4Ljl!|3!Vq#)s1oxU#V@pd5 zQ5d=RG-_s**7nZ~LG=iWg((CyKRQYa+d)%n;c7B$WaDOS?u-x&5bI@+-`(C;Ynj0d zuUn+_H{7G7ZS|dWZhkQSL`Grls%?oUZWSGchgO@}Yz-S|!_SM7uXdU3(PRjd{-{LQ zUxyt}9eDl(7TdDPX|+W;@r-!@I5`Gv|FE~2m|66$b1Pm2Ew=AnKlliZXKM~E@qnd2 ze!gQekN>P;8$0{HNB?zKe{5s~PZ=gahna`{{}(5x%R6pBifJt46UV1dp9BR*9kI|9 zW{+Lz3V+=ZMHI_!t=(+1c6o`L%&)W7xFLQS&3aG^^u*R+(Cfs>cPQ z;ja#EVB<-sITw3pQkE(6Alz3rqbPCEB;vPn2_6k+URrt}UtcX3tN~uP8{(1}*Ow#> z-e%V;=s*mkn^7PW;};-o65480+!jMNh~#|HUdL_lsk4#cHr<`#rEUfMqL8tnps{1~ zH(3G(!XQ@PI5dR&wsGYlNoaJT`wjnl^tZs-UUT6m&3H&>Bl`68v<)VK)Fu*$ocO^L z6N>x+grMeTW;C?4ARN|Q_`)C+EF+8njr#_kp%;P7wV5JXNiXh!Ga)Kt#1wlx=$qSH zCuRc-SfbDk4ecP5hF`l6m5IQz8Jr{a?{z<;ED;bO|X8ZOil zeI_It|C*&g!WdchIrr0u;WE7v4jX=;T7oV71X8%1@s>5iAXX5D>rA|1up{iEr!gEe zA(Gh?RDh!2RebyNaQjHM|M{KYI0=>|cIYhh{$`ntm7$&8*~wxJHa0eRc6*H+ot&Kf z{IcSaWuB(*_3Lm_AHi9mRd0V#vBhbtY}9E1tA5x6%PAaFxY!MxUBEM8R-@VPh!@G0 zdkybqnwO{mpY$V}Sm=b1Qc#5CyqY*oAi&1WiSOj-~=V*H6#y6*+$5_Wo6hn2? z-DRY|AjzXl2nO5EE}!_2LkW-gEE=F`F&a$iDLv8V^J#D`v!iGw)s$KE){DhUbwW9 z?9%h+R!Uj4VU^({vFc#uG)KJn5(ruRd{Cf^&B+Rk9DJ^Jn6XYq>a0+$2=5x2kPATa zP8tn|?GAXy5SmEZ#nDW^trJOb0$r$8@m&9QyZ(Aq@oKfKpY44Hc5CF&u2G(KpW72n zN;+^0fDHi$DQt!h0+vzmwo6LrZXa46k4kr)8r4dxDtXjYeiNz)bEKU9)-|+dNXhXG zIkG>neuGbarrZ#FGV7zr6E1PqL{TN+Lfs`=R%&OAxD`0sOj8IwlYWG&#nEYRVf zEkPzBFo(7Fh1!%D7+BEuVg_+>hD%00}2+|K{JVN4YlRdxpe62};PzL9K>c z$$po~Z#OKjPQ{-@z!~K6ApeKo4khWsM7U6oKD)T4mKHtk_tlsUN;UwW4~OHFNW% z!tb1)#mBFw!2S_0<4NMpND-w>ccsIUjv1$1U?R+Ji$G2k4iBTngu&86xrM@}{05Mb z<$d0%C`h29zW(?T3tII!>Y3J6Hnc&qOtpNJ1t&!g96+5LiN5g0;iyD=C3~F9JC`GJ zzJ-qRxamR3t_)x2*d;5+Q9&a|9UL!HtcuGbVjxJpSbAGRZNz6kn|wI(zg;xPyzGQ0 z_4zj`h3N6U$e3&F=X3^q92LOZ#a2%>0ZRd$v-N?j-%(&(3fA3bRipT!HEwR! zS)(ioQvxSc97iG!p(8x)yfv?F%fdM5a#*?N5(j*gqFU){6P`1O#fxp ze|cAPT;LkT7-sopD5gv-DZ%!9_wQk0VPR@&D!6j`EgrwRf163ca?m>e8bkvCg`fjY zDh@0$NdZwAq!20^c+8OF91H+YQYjxZrTN5;x{4P~!>}6hm^YRRYl-SRH5 z%>l|1G=O^+K?X~pLCUrN5YT79t$t0#`aqu7Y=2(P%rH};i|?B$?0)wA@cpl$yc=q< z&pVNh<55diQ3Sol#8~s24E4zJ=w4B#T=}-C-_XX4X##UU{GYdJm?!HH$$i$_&)c3F z>V2PXi3Pn9&P@aCD00ed9UUFPUg_j?b+Os~fkiJPJKH=twpC_bBV$Dd3tXy)8)| zK|HY6sMj^qWyzhmcoG3hjSB0m`7IZmQx@?vZ|j7wM>vS?IXqeRXiM(e>tYVxf0s}= z`)|0qzvs1YXFteh>_-3!l+ix#G#$Ra+8rHO5ztq_Qhc`mp-9Cqp2$=aBTZNiMC8aJ zU-K{V<}YTCzJ0xdm-A7Eb9gTE`&oyJsE5pg@he+4^`{?qa%lobs!NoFK=7fpP#A-4 z+c`IZVan|^ezqX`VJ&GG!w|-$&Q6Sf#K1SPrMAPzo8y>>UE&VOof^PeUOF<*!psb$ z-7&4P-uj~Ae+Eb6(OY9OqkPP& zPBBXedrWQ$kX%Z-`v{Bu9y8RC3RW_XxddkFkm$UA>(nx1wPTV`1%o<@V*9JC z1wdg$HfaTuAX^AB1R!3PlasqpxK%6I;g!bOtCnr$3BrK>8Al{F0SS*ywn*AOBe-e3 zimiALLuSO6X=iP3di`Jp$r>$y%9%t^p+g79jM+%TGTC@#f+Kif-qi{sDU>|f9yhTY z*5u-JG*d!o-xONUf0ZQ6?FsUa331oIzZ7CY3WlAHx4Amsukbcs&y=WKUtilirDf~D z6MrCv&m-&EYv2VC0%eOse{DbGebj4FTQb-sZr-GqP&`eNEhg?i+_Ak7_>g~}d*ek$ z)QMbkMA>)}Mn>(~MhMGxaiLSJXTJ~#YpmtE8R%4am3i)C4i0h0b7d`w>F%X$1Smlp zAlLJOS*PJb4@JVsAQ6Q)JFzecfh+I%+UXY@b?KG9v?l0M$U~>4=SWqR(j>?V26d7-8OIBmjq1(Av zEmbWt`oC9TpesD)Q=&Rmi1;kwzvOwxx5&yKWd&I(Q7P{0@9*#H8}a+VY-Lao>{ug9 zCw!ecUTelBOZS6RxXn8GO6^*~ZOmi4Oo02av^ijkPT##3bE4?t8)WXM@~g(jKvFJ3 z9c+XdNn7nvN1gebr71q71Wd$9txQL1#nxx-v~<;X@3chQfvn^Z?2d}VoCKdx@?VnMMq_L-`r+6^Jas z)aqwrO(qo#Q$XnME-MN=9K8CyYQxN*C%Sg6Qge1&3UOs+`rUUi4viB+R@Xl2VPdtQYVNUb@)aedq=YQmLJ6VXtrq!anwb&(h zrpyDIhf~Q<8ShM@>Vj=aV*Tde-Bx-Vd24GsV^i-TiJu%X9No%!1!|{Ql|Hz+ z(=zL9DE6(fADb|5We<5dhb1^o?~SgK(&c~rl}TCwuf!Lh`+Mnd%}em3x|OoBz5Okc ze9-%Pmm%65)*aZy+xZK;j4>SSFr`AQe>bKllaGEjI*=OyCj^f4QHm{aN93$#)URp$ z$HdF#R;I|fJf1i37on=O7%BIVk2bGLPr<)9FH z`8R#H?*B#|`fG`O>V|-huEdX@+omqMqOy#Tu;HJC`doRH;|Urn>H&+oQ$GG=VMTU& z`f)XfV5W?_6tQRymD53#fN1He&-kfORL;9t6=!9!<>mpaMVs4$$$Yb9_hfU=tbMn_ zbJpk}vY`Tg2CImh zg%sv)wry^LO=tPiHLt55u>2wiW7-Exu-MRWFHVOk^pKautno z#*vEJrJ-4v0_#~dW4UApIz6_V;HW=ML=TGQ?4zGP9PpwI*k$pOi!Xc|E3-SUJr7Ag zZ(iMPUf;?vtxlRNA)Sc*!Alw&0Uq2nt%P#h@0Y&eALFR3Vy=(^TY7J=rpr|sANphA znRzbDbdM#2l5_l85-Om8+9dQ~G9Kb;!6IkbOkCd|;En$C!u+kT5^M8vdjy_swEzN>4E=0Qr|dlE9o&}!ug_wk^N zc-2ObE4xu^Rzo69FI&hS~6QLPk`Luy!E$#V~rG4-S0cD2hACz>-8L{$HNoYR9S3>{>qKWvYY^E!9GcJ+&+rD!5S{jv4=L z#73R7Nh#8ox%xJU>2MM<-(>;BcC~5NRW}}MzJ%!OG68+0S}ELvj-Qv=;Sj4gpYNys z>9>W{zU29pvCE}z)`nf(LOJo4gA7n2&8w1QAu@Bnrplj9cF}YF9}VROUv` z;spit-yY{xN@g0J_v>tz`*O=cNlo8<)pdU?vu1p1J8I$rTqWLfFqP?>)-EX$Fi>nFX3FS~P}{8_mJF4cI-j>0L)swO46i2_DBxl!rr$ z_9=q)n+|o4cnql>rXm*z8*CV5Z&hh!!RZTjOb0=ky7N=(rWv^r z5qZX0f){2hUKd(&w9wFDqfpHusmoUGM%U)di{?uc7az}|IUdN0tSB^#y%*{;1Uw^i zsCW#C+187cG8~Cr*KcP9P5&VgzVhzPHX<$V6PYR(GPSp-Md>X@>efEMS=ZBc}E7hK_0qT2QOMJ#hNtp@qrUp4wT3r|Z# zm))Y=&CSFgA_#$Vk#xY%@jLKq*V3d(*S zMEAW;Ul-TKT{#J{S>5hh?ksOU;}a@{R!i`hq;5^XNcS=zImi;iaraEUDpD>B&;9eA zAf$RNBB=5u*d`rrvzm*?`HH{cDE0CG9JzmEO?MMDsF-()8}{AsU}x zr0G-+U0UZ%3=qk!L}na6!0eMrLtkoD2BZepxitp;0}LcaM{+RILk8?$=H5njy+MC~ z>+7@U6t#GajDeLf!6;c_i^FEu&W=ejffIxMWgUm~MaR&XUz;4ahQ>$9>XJRfyK9t_ zjXT-w$raq>G`Gt8HfMYkVDN*B^Bf&b@-q8kqMgPjg(l(=e1OY;jS%L=RwJPQ(9^DL zZeW+A^vhdWE9U1eJvkcziRfK#`d#Y621u>{>xb;sD&srwRP)#@u=4XG6TBcFZ}8lF zrJ&HNw_A;xzWa9VTd~y1-?2|v8PVjatwsw zyt9=N#n}{O0wy;{WXQ$oZ+v=`g(yM4VZ!y% z&;xEV#yI(TCz>h@s89Pl%%cFnt}LFav8Ao@%j9WRmQS&SL{AQ;;Xc=$puJ^@)1c4G zH_O`xg2m`;-gy$tX6Cddfm*_cg*# zHN{z8N8k0IDGqQV6%>#BT->PmO>zMY5h~NNxr1tL16OObT4IUf3iU+Vtu_MPWBQa)uTqVO;*Y3ib%@Z!QZ>Rzg3SlzjV`72ive8mxwKyTlbzF3qsp9I)Y4qT?5{Ul=}bR|Ss< zh*4G-yI=Hv&_6jo-Yz@Sd0v~1q2@8hgA*Pe9?sG1a&eWx+40oVf722M*~_Cy`ovu; z(?x}lvkB()(z-`c1nk};Kh;x+0YFZKFHr{3YJ8ycZ){nSfdR7J$*6UnqRA33ix{py zbEM83iTJ;LZZq#7>d&;W*?<$NtgHkT+pnZ62HEHa^xcrN7sz6VPxo6EuVa^A)cF%g zcscsS9ydKa6Nn3=n0No4!+)o1DUoB{0Rsp>`f^t&Vb(EIjJmdZ-##MQ-7X}>OXomxL5@?By~ zVqcpOXedASOl7X|{kBu*Mb6PYO=`HHA?p=`moxkjBZ>e_ni_(W$j2i$=pA}4!}s5f z(rT3a?DgBvpCW(ao_lc8s^ED+#!F1|%qNGJ0)8~wrq85K!0a){Qx7fXoH!W}c60VS zDwiZ=54n*4o-N^UkYCu4`uSP6g2(S40RSbieq3!Y1b-~rF&pS1{w~F(gD?P=Ef(`fRrJsqw_)Xzf{{jI-kIY zX%}Qb|6xeo?R;%i7ZnBNqACcSf`|97!_kOApN`K(v{%OQ;BQ~q>m&0-9VKXqC}VWMbE8qpJ^OZ;B-uoOjZoRNv_a4$`@K+$Ir&v7VT(r_E&5tJ z!i8paS2|F2sFX)9JqBu^i!ojPKX1lDV{?W7z@0DJDCo5Th5M5KE;^yCj|k90;l3s& zJKdzOm5Xcdmi$bkcKkoZFHZ0cKe3`L;%(@o6Y&~s=Yjs5>i$pCBd0eN{x4F(kCUKs zR;Kn)c^?}3PAH*Tt<>>MhA;E%oOICaNzeMpi7VS36*X9r(jmm7%m$Ermx)b55VNE7 z@%9|L3NxfMM8EkTX7)?U=OLNM3CYmcC6Si}r*HyPjJs;!teBJ&$*HDNp{&pu`@ocU2>G8N? zUpN)sZ{OW7JbM7%8eZh*_u>9XAV0H_TgEt)= z69aDOfVByajSeW_egj?@0cgL`Ztop2?$V2XLUqhnfaa=Vb=&9g66tw)x@*50V&KND ze%C*lFV%kE%krPaqBi`6q5XCZWAH-mmMt=IcywNLy?RlLThVq^tXZpa9*3VSTMf?U#Q(eWuOeHi>@|s z|F2kBw_={Szi~H78#D>RkSqAJI<4-o1SDOKz=7I({Gda0s{d-e{rWFTsS$x%1qAJG zM3RQI+g9_e)dt6I*_6Ofn?s&}8a7Vgm`MA|SYAXPtLy`b!^yiPGd`|tmFYU>C2Bgh zH2}1-iZ*1%)hHpztfHw5nkXCMG-f%Ux&&+&OdoQh2jB;+J~KYeSLnAJ_oHbC%g{X( ztR?GtmFQLcM^E3ad7p!$3-8BajqFWS3;2)gW5iA6%j@gebi{iY1S|B9csv*K3vBwF`9T8&@<<< zl!Z(A?u5A3;1i81Tpn)I#r*RM7fpR;kb z-N_2y${1QSEx$Byog^uk=T#bax(M$kG2DpXbj{k9FDLAe za04G~tedmrTg7~ReL+!Dxda6reSCae_+~~$OiT=2_?eZT8hr8Lm~yfisK?HY8B9-& zr=Tki^c9Y#aqY3sq-Nc6vx)m$4bu9b&imQEHz(_aF*Y_Hfhjw^ynFt~)Bd3N_B{Sp z8>OgjJL@7^AA9wHGCzU4IixkSSIWJvTTMJ=N{J z^)BrfUJSX`ks&Ao{p0c5=25eT(?FzZJL!TUeOc81tXfl>CSPtQWf=Yj1a!VdQFNA4 zJjriQSe9Z*7fwN}`eS-Oe$_d0=_$4R?VLV}I15^Hv&Y@B-d3V|DW>5$WE2(0K|>a3 zS!jP+J%61feVKFzKWW=Fh7xDSZab8tmA(rT?1NTFP}J4Zs?HQPd-5?_r=uVNZ)cD; zTc=Fspa-T*9c%LS;a8cz8I2?(ho6Y@J;)7&Uowy;OK?IM&#$N%NV`}U;q(X-)cjDOh= z)RR-czDt!e1IK9h^_PzNx5JXLM6Zf+$fbgwp_FYrT^DPYFVD)vZKJJM19wcOFA7Ie za?)ovl<;r#kdJW>KJ`rg>eIN%1mF%mbV-|j(PaHXS6ozti;KIorc9rBKQuWxSyfdf z-bt!mK0Y?a7pqb+FRx0TKKeRT@jP_4+B{#T&BMu=&~bMTK1s}sxq94j6H3y_M2Kfk zmZ10Rw*T`Fbz#K6P)mKVTAn#tW#BRYE__$>_D4^@?NQ3zy0jb4)*}ZM){Cix^xrLJ z;?1rb!_PfWI}Gu8JN*ER9z@|;t3>yI6nWdc`T6?& zN6eImxmYCB82R3u~2#15?KK8ovH<9}Mr90pE}Hg)@0mx}0hX_hPJ zeIB=rXi+zK6R@);xL%VNgP9ELS;~i$QV{ z)Y(P)Yle2&F>MzrJFi>F5SExbPr?4VGk{qg#VfAVQ>e!Kv~FUKxA(BJFLZa@{(7t~ zjQ*jImQNy78`Wt2PWWFg`b#J2vtE9i4P5YGS7+&@8b<{)%{1vQz9CZ#0GJj|{)W8! zBxg21hB-4G54sL&U~mB5_X#C2sqvYQpmlQ6!h{`PXtq_kL|nzqy+i#bL?TIwRfy^|!A9nK1E%h3mv%0L&`%mU$@)d-qr<^yjpBG;y z!b>d<6OusyYB9hHvtWJY?w;^1I{7KfxLeO^ICurJTJnpl{QHq6+M@YzkgG5wqaZFzu z+!MR~{CfWOO6EXKgG8# zF~yefk3RCqy1F;rwWn8<)V{!l3SAsKQnw2qlQtH`$cE2)*}T|zbBpmc^YQBA)70>= zYtoPi1_&F4hLSTA#d}Cc)LddoSS_8RS)fMwA@%Jqr#|)=urZRscamxPwuPN_9-vZh z5w`Q>_w56BUH1JUSZdl|=ij_O*=N`g^4Rd+PYv%XBLWR;;`;heOt%IlLE0cA4)!IM zZ2vROvG=|)3mf#PFtF|rX?@8+ho)~#XHx>>FuLfAcQ3nFaaFk=Cdr~Q0HKEC?z=e;vv$)~J@bU#b{Z6z*Aan^XdVH9|J*

Z)16i5vy>NFH)B%7Wj)+pT`d$<#SwvqG}4gP$L@&oM(<)pg9G^0~fSo=1#d9G5iL=RKR zZ9T4E@;@3Scz}AeY~j|EU!gKSiDtX!bsvLquyRRkM9IwV#D3IbK!m{fF2UtlsPq1k zo+1CnNQj%J>iG3ow&3vaoCT*_8KeAs&W;bWI%6UpwmCa~T*#^0I2m-*nd@W4pIjs% zETCZeb>QF;OvzMMel1arZjSF|jsJoHD~Df)d=Q67lk*}f_xM*ai0otXaBJ%jlmRDj zL}{A;ksS^OzL(-S+Hjf!^W`D??ZN-;{7vvuycq-8qM70n`v7uwdbs%$fnscYJY4`y z4EXQ4?7_E=NRAig`0uAwmmXBV<6Nv=Mka%22^Z)qw@pOYvG7<@YEE(V|DvAvob!P`5v|diyK%F7%U=jQZh`Z?U#LM2?+(LJxz4`$k6J^;^ zI4p~m^{l*+p?^{}xb=He{`R4A0ig{|{GeHl&P`Gb)a|vyMXYY&?S&Tn$}M@pcjRyM z@7?NBl$~36I#k6?rq~j9Qkqk2b>_Lu>dWB&TOlX1@r8*pMf<0ip}Yk4sJxFBc(WhE z3^8C!RHOPGb_RZ}zrC!37!-6Yg22v45Ev<2mWK_-mP$b_NNCitTduRcTXjDN?V9Q` zP-O}+8!%**o~&LS5l8GjXT@@yie6hXm;7FB43w7p>5Y^iUs$_7Y-uYN>1J$hq@^Nk zp#@spCcV*kB$ZS@GD82ChtgAdm!&gqDH#8v#YthL*lx*K_n@DP{;6#KINI~G{Zr6; z2Wan@h7oay*6vF@I1n+RuHS(+x<)X_Lf7CV6>_2OgGuKL|Kg`C(Un4&-XZ8Z+i>Z`6*S>C=sxtWxY?{-95qJr zDa~G2&l!5xIXDrSkEW3W8lXUY4-2w^)G)7v1Bmw-`qFsVD)D4>qea_4Nm49 z(7m5onH;$))Z#1pL(8_-+{~B+p?jj|1k3)l-~YLv=skDed(FoBWX`!?5$>OyiGI?y zx3`l5Ss?62CFGuQ8QyiWp$CH-j4UknOSNDb|5iHN+1V+Y+fju^F3vpP?0HXO?}%|E1AOtC;4=Kcrphb`=uF6+;Uye9&X=qm&C%zLMrHK z=H!Hh2}Zc87yn`yff=C4P&WVn5^YvY9AXHShAsx%2V@j~2{mh6w|`?m|5CvU$;w~I z7Zs;M1VTRNqM{?WLur`LWBx+=a@hr_0gGy>Pov zlMZvbmg9f8j6rAKcQf<@R(il`?boyHMas@z-kSH4y8#^{S3R;MZrY*-b z*`t0<%dA~YyztnPLUDZ?=;k^$Uc;W{PvbL+6>VFx!xYuf35+X(^9 zGg?$KlCVA*HCW1nNULS1Lpn&S%PT7@Z?D5FYoGuirI@uTbsa{`e zudG54R-yOdRXnk1di91O5pzFKP8O=!aIxe@#0RcY0tyOv7d4d1KbI3JJhl&8==>3V zci@uW(Chk6I{9I>$#GR>oam1#ea4y%y*X6CHt)FbTg#$>f%W_9*lp7aoaw4me6eYe zdDPO;**R}yfN{#(GdeEA9-c=a2U#3ma{BD?n(wy*zbNZh-N5k3X7Gr>c&S=xiyq33 z+{}mr0eVW~?s?W@_|O%q`?^o-*n3e?K!$Ia*d;G{hKoLNuhx-Fvlm-q;Chip;5a9- zbx6ucF%v_Y>L-P`t^M!h)>?>{44RDGx@>ui$K_UE)uteSoe$<~?hP~@b-235C*D{N zPEM0r@nets$qz+)EOMjiEb|q_3r&`~c(CYep80w501f~YTq8%1XVM}!hT*7hOu?tS zdp@a=<^GGsdb?F@>VRyq$cTUc{vAY9z4YGQDLO%99uK?!MJV?|9N`xuA`$~)R&7(^ z0miQd0-IVT2gJR8)>{_`JgxvT#M8F9uRi)8~Jn{JS(E&#lFQq=`dQME)*} zG>*qj=M1p0CuZXa25?`g#)v2bpdg1Kn`X{%!C0w- zl@*f9L{)u#awpcgx{WWVu&I%kp^+C9kmY&Vkl z3tiS3DaRW|H20w z1#!t9*W)=yOUkvQL6%+5wXH3q+^_fH=6YV|+UK-_vy82sQ^ImRxB=-8yh978YymAT;U!)XHRw1VYk<-bukx*a$OHo=T zQc_Zyn2s;YBd`hTr(_931LN&iRv578>&_g2PQ9PWHJn=zeh#{UI3^}w)ukq{trW2! zd1yFYL)R8LveMfxV$L1$%_+8yra@zk_WC0( zCFgR975qGka3!2H8L2TG&Ua9VefJtylZX;2rG|ee{>7Z#S}IKQ`C88p_xfZpIxk{a zqFU->RNmL*PL4;b^R?D<-*fLDM4zr6#{IJv1Ds`|_lF!aw)f4#9_!NvIiocAac~?t zG1@_U!&m)o6ISaXU(wLp-++pSJeb z^z-R*PC>uCE@}iBwG3Uoem&^!iCtxsGmnwn4*j5Kp#M`>a$fQ+40}PV@|wNl>J|fY z_^@Xn#&+n9Ca+7p*04Ja%qq#zbf5J9*mHn?as#OcuW{rtjf9#~sna&~${E9!{Ic6gL~xFIWnxW4HXz zH#U75vmb4*i;du5VWFVEVn2}1ZrTbhDg8;2`_8DC^2o{YKH{9M=4Vxtq-XXZfE zA3!~Alf=u<=6tsGw-M}(6La#$hInnSXX(tj6@LY|uM@RkW)=ohfX}cO6RSM_Z@btd zq992E21>vOW);;s5;L_S*$_v$PGzx%Kt=r4DsxI0YEZ#ery;-ubLua*%l7-DC?oOW zJ&o=@oggg$ir3c<0?jFUp8pavv)5Bc&A=2wE69a{47TqcM>bSIKllp3765W7n4%y| z0G$q?x>1$rRGe%Y4mu7r((~HjGQf~!DSpO%3czcA zft=0V5>r6sd=|kYC$}II7q2LTOG!`XxF81f1bhS#X6BZyUn~e2<>lmfW8*wek+cT+o5~Ta_N7C6AE!3rt*NUV?@+P)5GPxJ1^!ho%sEz2BDlK_bxuo}0R` z!UPZugRXGc0Ob-FGbhXW$F{w1T{IprI>?$BGGvH5Jqi@7(a-g^7Tmyu2ODROD8@%X z8jwv?mUM~a?f7Q&PkcLBQNVC~j0tT2y1m7J3nY|!o;$MC#C4k8m?%JUpUO%#P{KKO zTW*v|evBEq<4&IsGi>wtya^M7yF$MiJQUSVOdlqUs=OYzwvx}3G+R(9c@|+sCZoW>lA%(Tti zzQ98jBBo3sJ4cy30Wka;WiW{|sseMv!`aS_U>*`K-~&3Ty*2yNs7cF3c|xMVaWw%; z`=va2URCa=tDg;PBaxuL>Y>vRxW9F-06ynWdUX5NlXdh};M>FfH}NGvqe$f!T@kB?3D$X?tWT3si3ht9d=IH1|IS4L;&AaLskO2O&fCNaMVcchOEDXQ z`+ah7oGFS}7??`=!9H87{;)g9JRCP1(`v^`Hl@#Y*3((6iGV;d!FAD=U(=S`75_ue zCFG~`vamIT^!jb}H^-+|AT}ShUK`(kHcvSl4WbxpWg(0O7r&`uRe-HX9|otXTfppr z{#GjAn*RTiI0qotaX@WXJwtX=Nmr<8k!6$`Sy!QJ^a@^lJaSb_;S)v z?JShp>KtsuK$Q@bY&fFT?&<;z3@UhR_#*rW+?`tYaPVuudGR!|d2)NM{2_5zdA?I_ z4_V69&F`oV!Jq#J>5C2#mjz@9Ou~l0VSZGc{yK0v_KA(?Qo|TI(KkqzrG~{AHAsidxG(o9sop$%AkTa~51-y=C4el4^9Y%tc)sa>&}6*;|1Z zto#ZMfrX#3L{B=cjut3Q<8$&JIPghm;8$QXoEq_>!>j zT~_;TmIgi>2Zy`{kUIUYlxFrX!BrA~0Y=BiSxO7GWv6)Z@iU1-KFK?TNWd!$Yen-x zAyQv=AzaA1$q0z~va+5L5ZsWe)R!QO(D!c?7+WAGfw`~o5$2EVBOd!9*hp|t@=Hm& zu0@vxEQl)}q@%a&OH7%a;>km&PUU1Q-5*}TGYEMHu7K7&xQy3@jBagcD}ai-2lelp)D7!q@ovt5Zc=d5k->5! zNsfQIHOI3wwJx2p2XV|@&pTBYzbV+$A*>R7EOYZPwMNVKutDA3{e7S>0;Wj%Fkr3x ze%d~8PRIlM`oT&YaU3lyhaG|+@<&&(BiyTy4nJC$_X~PYDHVh!Pm(ha3*{Z}TLaSQ z1B}TOYw`GTTc5zL*XQ{ zjRpAm#rUkw0!G>hyB)u}e!Npa-iim2CxC~^ecH`^I$2lM~P<@Fu7&3O~10w6(YA8fmuFgL|;3kBMP~7P6xdzFf!s6Ad{n!YA(Je>4h+W`x-x zcw~{wD9AGk<0!bHraVORd`iM}tPxbVnUZ-RwSViIT5R2s$b|sjUf7Pw6s#3_{9G4- zmn1%x$75gqgM~>IAyinCv>rSl$a#)Mr)6Ja-||3C9%5OZMdIf+6b!(E2#{gYUA zn5nv&6isw5u{$yRy&kSsvUBgcV1ajoRm8TPTDGg$yYTQxS442no&7MsMb-O|f0rTx z9(VOt5>yZ}35gH$j=+FEyT45uzp`R1vKvj`N-VKkkr6j^)BW%uibF2wx(X^Ma4s0N z2R#l93@j~?%_a-Eu0lR=qi_F&|0kuyynpHUKMc;KEyPlljtIk?TAH&l+cr)=IeCCO zuHaRNXdc&RFOKsbRLI~p91F47Jd^~A658dz4CD+Wa6`# z-Z)}NGe1T)M_EPdZNLhC1AoK78!0QgKKpORRn3(kuzcItcH9oS><=c-`@vvO@Q7ij zX#&^$*kB%nm_DNyQa?fJEKieeZ#Ep!yoB*PD@&xcLZe%>B(6{)&seIY&YGdD6vHai z)JN8!n?Wbq|8=tP3F}W)x4RjqRHfdG_Lx5F4&@JORK{{e^)Y2%E-kuI#ltne4v`Y# z1)*c=UGvqxx1c5cThWSugAMjaMuw6YQ*(E}hs;wMahnGWoXLsqyh zwQ+cK%GxogW9_DWH}koV^DY4!q$W>i>BMsfpy6p|)_K*0J9(R(=qPx__XH$HpsE2n z5&$bXHanB+E=*vTW~c!kr)whca>~_ckLSYOxr`Ga`A2Jf=H2QYaQ08-a@l~c07diQVyDjUhpS(>_ z8&fg-3YT}>{&OMClNEL5PT!2`52@rxQ3&+Etx)2zt-jUsAO3dF(oY+IQNQw@a_(2y z779>k#!tS_T8I0)t(<%kV4Ig&JK&wj=%1*ZX3Y3WxL$*1-3#g}Q^5W}rtmSfwg&a` zZQOnn@H}r!Q^~LmBN%wRl~?)F%JlJL?>cC=jm694wLIwS3t;JnzL!S)jGrXStf-(U z4eucIc&DlKVKBS35b2PYx+nv=MjsnKM%x+Dgg7NbE9mEl$yCD-D+GJ6wYiQ=$gNI! zyAKB+G1QL_5%PvqBiLTrzQ}uch?}mDxQ^9_h!H!~lRqxrnT(Y7Q~h#7Zb*)Z4-~>- z{6hDmMs4)3hC8V>Jk_>eN{~ZhI@tz0*c;}JuavY~BhA0$1ngISwyiwbw8_B}0X_bg z7V>CfR8J!@|0)`hv)hkZ^e^N@hVpIo_16_Hfex+4&*klRER{rd2HW$y8xZWB_+cq* z$K{$z>Rz$>qjwznoC&Bi?p=xb*5{OYpEY-UGNKV^?+BvF)~J*)DQ%tdtqL)bPSACE zL*aF5fB3VcjDSia+kc1k32s$Q;{4s4DkH_LjLbDvtOtcv9eS#H^w7-A!IWC&exF48 zO~bSH3GGBHuOqUxjhB z(Z8-dt3~BGx|^H*w#kZK^V5snDbQ`^A_;Lak=b#CeBuviL`1VCfLowgZGHIq@&cTG z1gMd~>k~Wg2slq@ftm?xEPsh0Kh;Z@Jce^Jlm}6fN{{g~bwn%TcB2dFlBsBGInyE- z6(ewKjU`8gN~dV>A2hz2@%K;}?>|Bq+Vc*jV%?-r^ZQ|UtHF265{G}@F{GFo+w+p( zrA&dHyYmMNO<0Xg#FAY=_21tQ1@kucK_!Ah$g0H&@mvkRvQnYo$djN6I6clWj?w2_ zo9SjWp4pI*jM^^cf%v?RqpSN+`am`MBR*3`(c991K;_5ih9ucaO>?m4{*;=;sQ=6O zLIEz0%8s!ZB13}Mnm|W;&65=f`@7K=oY#|GU0opaPk`9@-_Z_AFGv325>YO%Gtoq> zWzbC?6Zah4(;nu_=vR2gO}QZCc8?>$rCu0-w z;2|jR4Qc27PktdgiwI~3Q5eF>+&?BP$QoT_i%$OQSDwidi@I$D-y{BET zkqCZK5(xQ2wO_*1FM!aZ>ZjjmPiusT@dOK<9SM1pW^6k}xAH=e1!B1GwO&=bInW4h zS_pnBT8M&bsWF9@^v@+@31RmyQE>J;h|MH3pKAE!)Zby~%DJV!g!3wHrl_f)ag6%; zL!9<3Bt$cCzwWTLLcap&&*13TKKFe)pMavZLkpEmcVAWDsYWb#>5)vJ6TM2_F+!oK zgc$;`Q|aL*EyNY|^|NkYfl4Q*0Rr{EYHDiC90zhRDY!qBuX~bPRmJ$wzATq!R>Y-N zRAgGeq56sYX$Ok@zLJUNRoI`t_%EJ+&=Jd%(P!%b+hpVMz2QOHGO_xmLs8z5<)d|ZRG&RsK+y%(WdesXN!mX zJv#B#U-+KJ*i#<1V`>95)k@2nr%26ge#eEwrXwJR0~{ED^DNtBk|u?U+m)0E{p=Vf64%k)4|FHb4^OnR;>^{V@>AIU|$PW(VD^uJYMV};)*dXO>@3r7+nb?EQOZT2 z;)C`+jcF(T;i3GI-j*FG^q_y`1VoRAfya8inKq~v3f}9yQbmE4HFiY#iVKpT1XMAI zU)W5Vbg?0BA?aElOgj?JP)i57+4(yhYG_rI=6mn$1VkuWyl1s<_NI*3`B89$>*ePw zBuztx=ne3SdgU1GnslTU)|`y85H6VL?X^k#gp-DO~bEM&7wzzj^nNh!;T;kCasbOw(}m3^DIm7LgpExZSeg-Ak|gf98K` zs{5*_vF1XAf4buP_U6}r$iJDy;G1mG_nPUNGgXUcci8tbIFUmz>Wy)_*AoX2^}YyH zB2uHwi0~1MJA+=!Xmam}$<1<~DWJd!lmA#;_)PvVbb5qK@*^VJy-}1)s5;28=fMS~Ij4_4^^al(qEv$c5x$(7#x!Mx0IW z+6bI^tXPK+PEI&?I?}Miygz1(`PTs<-AaP-!8MZd=c~alw5|sOl9qgnw$^Vr(f>pv%A~-O_kJZ?7Jetmen0IfE7&Euu7CQS!O$_YUHW)VB6)Gxu zR)!V7?=>s*uJb10Y};#8Z+~Uu`TL`*nL5h!A^cUxfLbeYns_7M@#qVwGo-AU*XL}5 z3naK^dI~#zcbKPi#A4<{j>7XCKU>j--};vTw9ILfs#%!pF`J9;qmiiNbY8E%P`I+f zya-{y3{%qQaD9R%^I%)Y&Tn3GzkKtI_3lS_mdWi(wkU zN{j{vnWN*p`SAStjtrsi%~sanprZJ--Bi<>fP_zpZ?~2+1}a^Cz%w*hPcJ83cBZRE z8~#)jr&qrNA4$4bB-zQziuqHHI1P;^!Rp9^9i$gKoy}Prqud1nWa$mLZ~LA5(0xuP zPVbMJYS9ovQn9(Xgk%JcoSr6WM)+$MrGwHCOa5^vF{UuTwH~xmt}~=i`Z2SwR2A+P z7V;>Iwff}PuQs_+ zRZ4hT3k+~@LJemtQqz=_t2c}0?akQv1JtS9_u4HP);8bWeq&%NejECEp{|%VN0|m* zk#5Aik{bcQEyGM$aGsY&j($GQx;&5QORLFGd!Of74}DNkqpcpmjH4f2bGgt&jdiC4r%UX+5H zzIg7oaL$kNQETO_i_RewK6Z`bAcGUq9hczl-9*sS)~^U!?>-*7!o+l1IJELBv9V@1 zZec2j4iOzsN%AD?zci#-^e?7< zpCQ4ypZb21Rrs5*;ghN5%-q*fJA}?DA>oo<)c)hD>svv3OYtC1;k6`D!vrg5R_UNM zCY#S_t!hQ~UUc)jQqqM#4)@kfDyap=F-aCgi$C~#Ev8~16H$2BHbXzv@w#wi=@c>1 zf2=i$K|18g&(nGh*>$RB0Y)kSCJ>`Ly`+L!O-{!@Vyg0Dk&}ps=)YcUI^EqIG9~Fk zgNQ`Ha#F#E5{8nwUz@%ZsB6%EH}diGZYJF5OSxs71Z;CRJCx|(jR%=ePm}LO{yNW# z1a6&-G#1F|x)Nr5d|~h>M1}$X)kbI`9V35Ps+ko8AMVxjqq z=?-3mL|2oHF8gUk-EAz6LSszZw!R;{VdgL-YWHz-hg~)UoD%@pqz8_HJj>%FFkM5# zfHL=A;sI4s{~ewpC9UZOnZW~T8s`?=vk(_oXWemsj?cl$Y%BHIecSD537~D^L~i@G z9nX+r=m=6xTt9HXYal|;O$did3vz#?Atp#etF8u~gvzSm)hJ|`$LX{(j}2DAr-3ub zJ2x4N(ogIt)I!dZvdJScSX@|~Au})J&E6B6`ufgSK6tzkdpOw~p0Apth*&(rJ*3%P zk`dWMwq3BdHgt~)c;B{U^*aQ+G%1r{Ut@!}PA>m#(Z4uc+gm>NEKG<8$sK|Q9X%=+ zH@9J#7C1i|MkFZj_I)YPvOy$+l@K^IZ%ny2_SUv*g@s3vEr=H(G2tk+`iI-OK90-p z7p9Sfc5erNw9u?qqrFY-@@WaQfaP6z{&pYih!_H8=0-xz%QW>iivU;&Zzb=)Jt~ z8i6-m;R{f#zCyL=MGvj*S(8@!w4$@w6(s`KHHW3#<}a{*;dP&_e;PV?vDrsuaj@XM zkc%rrlgfbsfy}7C4aQewp2ft<74Z(rtMc~rtf{I>RBSIP`7rEB(p;y`^i|B?%hom; zP2dxz%el;mStp;XFE$*84IoJtmS=i^O-MsA`^}YX z#cTuGf4QX8NcLL8B)AsONP zL2>`}TQ>V&c^o@U*SiaN;MyUO3tr@}``>3C54;J4EFY}S;qdZ#kRI0Z_w|m-LOb&H zHoSC#cUbgOCFA637P%(lQd@#N|GDqs=wWJ1v%4)SF3^03Hk}hEv#0k3>qvM0mPk%6 zY~d7tBkK_x3vSjRD+TPrZN~tEhKY#@@RF5=e_*i0Xb`|t>11uBVIiH45=*M=bqK00 zYu7G+gtgyzINWPOPDYO(R#UsHKokH#%P?Qw1P#3>p9Mb{;p)(}hF9LB?~No`Q-|Px zX|em}95+>B3;qN&EAV8afmbCm%cb$X_QPz=WGaAc;DcOr6!m3&5sAQ@~w^L zdk}Qs9}m5D=E}gv?cyGguf4c{Gu<;h*#GTTzwuN{EAtLXuKZg_BQbrB&^x&3=hw0; zS)En^H#;x+5pM8l`=pCB?JOXFz6(F+xYqJ!+9)EZ=_=CQnx0Bpp(`y)x@AnpR}Ybl@!%wuILBEWvoGmSmDJw zrjG~N$LW#54ZVxBa94*bS3|!NCLt@t)gXMnU)fywH@bK$Eu5->QwWx#TD3cj(D66k zBF4b+_>)(TZmIbTm$J^_g9km|jwU-IZDuI#v*PVBbbW2Ng!&Tm2YqrYf(Z4 z_2E8UD7+R_M~|;V2*lm!3KWtNH5Dr?83)QT2n3QfR^(UcTaNz41ztJT#Xb0?nFg(Di-wZ20BYVWE>iP^R8- z{`dQR?Q=#_q*|)XuLhW5s}KJSiJ}Yy65u=jsuqj}ty*iqXeJCC7yqGqa%OT&noFp? z<&U6`)jHJaMPQxwN0t{j6r2zdZ0ahBt2Dajq4a}?JYBXw^&U2R%bT@iozC#sTpg_N ziHj#hgRV%>5p@-XOIELR`Ti)|4*=)~+mxS`^AvNl*Z#tOEZretUd=6;mFC!O7iVb}k)}(A$>@hjBTy*7kn1~IN;k18OK9~gr zEOB-dLYPb7mMnOPS^D?APA?asS4c9(XyUBQGxxd}?R6EpSJ5GAaFiu=HW8D~-E07qW>F1S#yV;(>Qq zz$WO@v|HRWC0~E=^he+cFg0E7yq}L??GJyH6E+%ha+OM^{zu9MKsH2F&<&kRD8S{) zSEoXRQ+$#j2B>+v6q&#FwQX%d{cZr6JpIp-%{{_Z7rvT{MXN~hb6(!3!iI)eY)l%+ zYwZ*HK>Zh_tL`bm!hCh%SQNr{=Mv{_N2jac+~#li4_lhMz3JFG(h$e6jSBvUxnI*Y zo#z_}AxL*;4u1anN484e91?hI`*5N0?Lk(fQJ;q}Y&Z#eb8?O9TZ3E=k$w(o0Z$v~ zQk*a0;vDz$(G8ROc5_;y-!_g19z8UAAav8pPM6Mx;!WqD%$;s5);a1K>pSw2fN;UQ zW7>G<)?<9j%Nz$p(DVXkqBokrFrt>JXeo;~*)Q>Qstv;QIegtfG}Etmy3~2TOMf1% zdODW4wSZkCqRyUUzd-#qfHTeip!JHLUQwqhiIK%hJe48&tKF=rHTcrOo%lMPjg6y% zk}Q+?%^;K385&B2H2=W)h)}IQvVwv@6*V@Waiw_;6R7l$sv7oZ+tmZf4QjgNAb#YcgilgsCQAK4U65KahT zkrGZIjl@Czk*|=c`a-s+yu~m>CX@+B5|;``iJ1Cjz~3qIDG3}Lp#%ikBsr-C-3EIk z0GYoUyJqQ@SW?kv!Z}>5t?<`2bZCaR&iHEZ+w>0<@?&?nYIl@$sGcv(jZp8)9~M4% z^$&DT?Tkcwj5PULb>5Gc^)ubBK|vHaAT9Pe(CG*rCI}_hj_?sP$#fyWUf{ULxp=#NFsnNzl0Y2B2MsMGyXyAjV@9OfB zdL8&sfM2X|+zO1IrFgM9iA zy~R&^kaGjh(9o^@JOW!{D6namUkD+!$aDYEkG}Caq=M4D{*l)(*Ymdm*pnBpDmb2| z?vjFVX_CQ(gO2>qiRO5f6VgcOv{Fq^;r!+V+F`HsEl{K3Q*AWqFz!da2H*n5TdGQr9X>O(R+&_9?_#)1+T?6WN zvI^|8t{d?J35kio8|GtYw>$oHFdkj1%L)`L07gCzx^70sBqO4v+!n_q6Z{$c9Q4%j z{FDU(PS=;0T*}k?@57H#d=}X$M1s~;6ITDwut-zUfR!o2w6?|n z`bg#jCRaDI)X7_k%eVh++08AxQ5d8VwAhk)f_?|Kts2k0CJ#kZHe;gat;d`Gel)~z zQbfFa@knS$)atm@sQI5D`JCuslDIFWd*mhn+8*dPuTnoy1l?5U-j1kdfll+_8Up=0 zBqp0iyUvK{rja;Ie>b8xUwmKLyS_u0l+{Ulm@4}<)@t{BbS-`tb=|rVAH6;?nNmgO ze>w3>hvQn*X-azxeJdnSpEff?uO{Q0jjL)7IH{DWj^kgGl#}W}QZLZg z2dfAAr+g&w;It{XRwjRY#VCG?a^C3Qyq~a$MJ|pTX-2EQh~Maw7B|QA8GO0-S?!M^ zG`P@t6=87RPns68h-2eytGZ&?qzwTF`?rC6*mID~qijTUktXxUd|>zGi30RQKTzdS zz?~jd|7Yl`Uvl496<8J(6@6G&M#gyoIqf_ZyQRQ}4^dFUSAhE_iLYBeoe#!=+~k-r z>(CHCf=pKyFfxA?kDooH|AXABU`PKV^o5m%OUv42vSC~l1g-|RK?&(+;^V?E@NvjR zv=dMl>Z$?{9UvzhL1*NBZ(#NQ_bWz=E9YLxniS$sduw<$n3Tbn14CD1^>r*(QIY2< z)oIoP*Vl$Im5Trf{d_4hk}C{_JgvTumy?0IUF=K($#6ZE!(D0@0U7hZ^fC*zU$fX% zf_!>fI(XUM(K{-6z35w81Q-n9(LV%cCdkPEt;>bswae3%i{QIAdmfNDozDWOxq@yq z&@k}ZQY3Ew_oK&z-}ZRuB5}Rs0ZL3@t2;!j>jfvj=s2FVPvwWEI)D7vsrHxi#}ZlN z+f!dIvS1H?BO`CqO@i!vd@_)C?}AKBg5RZ+RcI$g8}^sYe1`|OM`UNgleGGl&AC$x znBU#5K_%>ma!{URoYqgx7{62uGxx$zeN3 z;+9j7?P6ZQ23RyuTgqK<;sjo?sG+QpfyGNosp8^c&B^_W5R&8A)Gi?4CM5520CQ4W z?5kq*C@>@9o(AFBjQu8+M>Vig$Pzc5EdI5~N6p6rlLe~NJC**9-9BCxYxf*j7P)M2%UX|-j){fhQ;k@oZd3IpJH$Qspt zmFlrQ#)Wb62bd*Eamr^FGDG3U4K{q+gpRdBlAgqh4tF5zFop$-? z*eE+YyKq8u*MOVRU#)wWhHvUjEthOAfZ#3UbFvC5cZZaemn^A6!2EXkfaCJT#+#(% z^<2^$FJ6ym4P3aS@SbJ|t)-Ae#a8ZLM&&b(=icCvGh*NRn=O_B7qs=52+zBTIu}3P zC+Txs;DQ*^54*yq3i@yLsEr*)v1MP{q${N^5QrwcjDqZCz`2r>e^_YtJ{D*@jR)>W zu+`#$7ex8`%>laVSo<~vK*9m7*R0?TljB~Z)+lbu5+P>=*n%FgOqg_DfpvnlZA=g1 zE!Me=+wgF-UTEUKc98FHJ6{eq77_MaJgf(^EgnJ2-W+&{cu9KAxiqdJH~_iG??UwW zgk`dKxPKi0bIVpL`Z~O6H16T)>&>qK>ipofu1GM#Wp-AATU4~pc^SYG{Lg&X1lzVh zn1KNRvAzGzXpne5moOn}2OeJa3hi(z^lsPt_xp3#C>;jtk)M;UX!}L;QdB+@N=ni& zqo_k`lmT{4rD;)*HavGLZEV7+PDIB=S+Yjkj&ejOeOD9gEAFsh zzSfq9rTa}uaRD4JAZ8OM9zvn;75R8DT|yVl}+C*@T1$xuBG8iCDC!(61;A!!s9+qnL_T>1np!pxTO z`3EY3YqRgOvju%JzsblCsRNaWx}ZC-{c|QoYvTB?*A{AgLi8y`38z z0s{%Yz(M-@l4HD`4A#Hx=D^7+Sly*DSjYDg?``<_-rCsM{O7Vxe7;EpuQ9OJ@Tbn& z^Gy?sjE)d7IfOY#M@Kdag_@6cK;E{$u}#q&;)KR9{Vaw3TbsM6cbFYh&Ef~m!k4kH zS5$#*!L%e&PU9l#-Z}8!lZYU~{dA)n`>RZ)l6=lC{3x@34bI}}9Qd)3n^yhr0iZS! zF_MZoUO*RjyPp~-7kQ943>90eoPfq}Bd|WK5=H*>7Y95QO|jc2SrSPeBwYA+#W)Dm z(pvo%9jU~fvYy}#WvM0;=1WnwVMN4}8rItxOw~5Ytf=opkt=_tsx*(h)X^Q00Fz9Q-)Te~B!GJs6Fam2qJw z^Jwp)Q!ojG0qlE!mOgklx1ph%eW{w_p5tsTEzg+MvWxr`9^~mEpb@9m#`uwj`l|}V zTPDIkyK&fEZeKwZD(%;V4}bcw8@1|2xOB*;u$-KSv$NkbZa0-nlY5#<(9%5@-MdT0}TWC7MehX|?2+zjNWjLRF@m57U`$~e(|OC(Z) z@Lw~&`Fe8%=mC4>RbYa{Rdhe4#VI6S1 z{t&>B#YftpRVj-9kxCaEUaicx0l2*}PvS$oQlt%{#-95Sph%CZEemJ>o@%_lk zq=8xTJ^G^~FPeY}bcyYUW;8z6YNDPuJ>~LhU-gWv8*aA@B%Wf_mb~r{Q{8u$8hMH| zle8KG*94(-;9>#>k74l2_vn}eUV?&8{B64w$r3QFuKY(>fMCC#1m^XT5tT+manBuW z2$`slD~QcHiD70L>V9abBz?^dMJNuUe>&u5l$8lb*jkZw`GL%zfbsl*OzF@B!GZI3 zUb*4JPl_X>P9sbYfQ?@l>e=ahC+Ks7d=Dz!7vA-ZD*W-+-mm~bIJeGj-5U=8Jx*ID zLcfBYOruPjY)v%adNi*)v9O19`%u%6l;tm^u-iDGOk8%vvHWGU=PkNAzy+M3{Wp4{ zY9wZQ!Ltc{PQ(v_PW7>%WEncmjd~DL4ma_ulGB?CzM~D4Ku1d-qroasAIdhpvc5^D zyxn08T6;NEwEivK{~H@LzL03k2NCAW8F4Qgc!~C&n~vmk+%x4&4CbMCvPgbr!@QZmMw*x_ z-tG;>crKwYu z8gq1*Sp9Q!DtO7{BdCWIfXIkQM!d78^MahdD1!kp1fPjcQQ7vp3M!wR5f`DSDoPKF zFs&n?L|a-~0&m9_sSM4=#>W0^m0G}j6K;hG30g)`dt~5T;p^_h>`XYJ(~O#K3f4V= zV15If&pT$vl}`TNP6&`ubQ=zV^{XoJI}eF#4+-z5rFotbwb{LQvu^YBY}n-eC}B<8 z!U?o#X@n>(TCaMipZ_RxfCh0|>?_idDXSISD%kG$-`FptGju0X;SeU-R^#@de(S#q zBK3|`Vc7-(*r9ZaxL%I)lCsaa5_c@{rLWf~%3>ZDXZLN~bRr;*3a(>c=#(1S8GZil zy=NtSf!gmDu>lf9)#pY^%!cxN=jn5tW=+?DfF5R9{bh7tUJC`oZh#W9PR54NivIM% z;IG>Nx+hgkbYaVZr6BVrIKq#=J7@m|Mq>#H*j>u9KJf-%6#-X!n~_RLv?`ft|J8z5 zD&6D1yy@qf)(%(MeJAU$U@aEw{YBPEu}>!^-+oBU4cfdZD_|V=^6gIyxUiA9I+qAO z*h#9kdE>!{Sdc&_?~}ubov-ebGhqE^MqgI;ze!kta{#v9`GWDs=zpOkY#d%?)(jsO zfvxQek4+cn(l4vWBjA;_z2CZwWAt*=!y3wl&wCNQAYu8jCxtGozU3&P{qYD467g_( zZo(*GWSot^D2d?3T5JvU_@%20B6RzNp2$gH~4fmlv0;FVl?r-;z zsSj+P?P@itvtIlIQ~HEHN<*&xX2XCaEY2f5cLBHH@!K@C+c7)YUyUh1M z{B9SGmNbg!4j7*#Wx>+52K8@ww_Zv?1Opysz^YM*2i@(IRbREG{E#yr^ zZ{Q&c#Jd)i)E_N{vq3sPXCI0j0MhG~VEoSi4|f1lJxa&F*#=hiT=!vF>}1i`#N{6v z@PGOo?c>$d(9p2cbo3wY>};3=jEuXh% zm<%8WDkg$Z5WqDv6Hgfxlm^Nc8W^J~c_CV*#frKntKm7E!*&%$R9kQo8YO)?Zxdk6 zL<9XM8Cf|}$sB8P#Z3(Sw&vi{?G&v4zdt0PPx=G1Q@7*TpY)S>QJ6{)WxKolDb^?n zB#X3W;0be&21(kBhGI>bH-TQDJ zo&uig^Ms8Ev!8Ywy7<%eM(H0G$|0W1O*O|N8i#q-mX2<-9*lsThnxBgd0GKkD}US3yf&*RSt`An&VA>c0ed!7|iJViX~ z*3Fce{bkJZw+7MA4WJ4~ngI&?lwEFMn-sQek|Xb40xfj)(wkhphay&}m~ge4;<9uO zQ!3C?7#{nRtY=(}EIT!c;)aU-A4r8lcg_!>om*@$ki3LB+)pVje1P5Kozh_2VdR;I zlqLw%7C?2~QmpaM>BF}oENX^H;pq5cjtsdn4(0dO?YJc3ofg_^YJ3jnCcDmlV-L`q z299HNPrQFez&rc8AEy#w1d@Qg>ML-tn9zU_O@@p!&^ZwqIpOivS+|0pB$PHHng(j6 zULjwVW6)%GoM|s6FMI4ayg!mRpcK7*OyRq#ZR9|0kI9_eiEA6a0MCBpT>Q+|NuRrLJonbTURNiJ*V@C=U^*{j!GJR}4vM(2_Qh zGHc}t31lu!P>fVAk}<{1n^V>})>y^=wgJ_f3+J)A4wJZ(K!LWUU^3{%(xl zD+@IY-wNAlqZPFk(V7dC6Z)gnw5uXUUlkD$Fvb5X2BT9NT%V+gkRYp2PqLCNDCA5m zaX&vv_QVj5Xb4&;Ih%w@l?Ouq8cc9>>i>q^wOkYg;33pBv+wE5zTs0yh+PH;9)Qg2 zHf7T>MVq{e6juC?enjfpnlM3ZIS4 z_Lpn{Wy>}AY5gGo_?{V-XsK1EEjr7hJU_K)Q1c@CF zBPAe#J$yC+JLSx)l7_aYN(B8AnIA_cbY2f)x?P=#S1#D0Q0`YF-mDa?v&Gb$_o#*xMU8=glY zjEM?Y$%4~+;fNBNmc~**dmCft|IgYS^nywzRB&t+yXXoq*bgNpUA`5@r*ZsRh;Own zG|_bn-LnQ_NWGIjvaBA~)Bf{aEErm~|A`Rn0g+ zIu^0$G#a%qfsi7Dzuqb0;&YQjI!f|wT|c5YscbLfFBQ%$t6AWf5bkW>pJ8T1rOPcA za|lglX6BydYTEFoto@DE7dT44aRWs)hWkXtHA+s#4w96=vK^`)ZJQ^X!Hi>$e`R*6W3w9JU?i)H zqpi#`N`BX@F~goA{jHT?y;ZKMi9hJMko)C&qLKrZ3vGd8MP;q-r;c;3PtGAqqD0E% z$f*bV4PB~l`P0W^2wlLv%ypDT15nJWX2PfxZi8y|ou>DT+!djdrL)nc0A{*k*Q$+H z@YA^b^?y^cYqcvrvrq;dNKw&!oE>K^vUYUBC3>1wUPQN=2@-_Z8TWJEek3xrw;y7E zZF_B8HEY0ymFqJ_sFr1YbT{D-8?uz|NzJL*EnA6?_~twvkPVSY^QjB|4Vwz8f&b)$ zL^zH~18VY!f+XqRDcbua5M!a6M*u5vT=`w3QH2~YM}%YsD6|SxF_v_+=4MzCdxGXN zT7_^ZCRAeMFR@?aM1qr{OW%l{fMoacA}oE6l8BJ#?#MU7L#%PIEoX4$!BXugf7|G! zHJ>)^fSF3>^zQP4l-1Vw&mgm1_SOniYG2%Y?+~oj<4>!JN)A zUEmT4NUA(35G9Mx10$Tj&%9D3mcya^QPaTrTute-U+F|@@$&N@F0Lo8Dw{mRDf>Jj z&d=|nzu?BX;6aC8F4Vr(;1v>@Cw!y@dS(7#=ei9TeK@9m|63Me6aq4dszV2<31~NUr?x1&4EaU$_pA4I~&dvEhY`bX0ShjTb$YyEw644ZmcMlen5|{$6We zVT?9|)B_^>b9gq6nycJFhP_#q_(M$aV>8LPOzuXrIM|39_!^D4Dq~tPrsrv@DJgGr zZ_lb7kQwV7UnRzC%gd7%Sgh@2EHxzYI~p#vG&b06lry*gfu9y`W3_dkZGib{z(-Gd zIO>P>f?>9D${SQvE&HQbZMUH!`Aop_jEDCU0G+xXM8|E25CI={vJ_0lR;q=UEOOVA z)A*$YW@tU%Vu?37ZP-q&hBV{_NOzP`C-bpBB9(fSP7}~6_C-T|$B9;ph)se0%Cjag zP0`j6^h0i&Hw>Ap_>>Bv5fVsUag|WY%5hP%1 zH33-$Ol;L|+#2uck#$*ke14oYS!wqd$>Urd$=I~T!X3HiOA5Iwh?JL9{5nV9gXe`p zn-L9E>G>Eq0Eu42TMLB!H#!UCG-k>S3Mhm2j1pbB*%f1$$f#>V(U{bsm7(^=?1~9q z4i33B#!E`0d29?*F-qaTq_MUttxs(UNowAFC_Cj*3qIck;Ks!4pi40FsejM|f`3Sh z>mq`f47I<g+>R+{RY2G|;e}6&Q?tO%CymZ`P zr--iTHu#g;M4~^|n@m|ToaoOuguUe0h zxo7U^mpsK>qt!-ZERR~?HF8{h0h6JwF6dXs%Vn2jMt_X#Y7SoS^lrO-Usx}O&72th zC(SQ6U1L`oT2Z?oSUhTBnyhBg;jCDfnVxc+DZ-BompO~=J6;1+ zib$h^(0PILghRp;cAX<}egAwvZ)9+v*xtlhufn96>PLrdq+|If=eQAAFb(-Pg=*zm z*Y1V<9j~;$tkHaPr|Fa8T6}Ff>JvMm<1-Tw&(F+X(YumuaDB9Nw>7(bS{v+lHRJJe z{LRQol4aX5vXlk5YP74?D+!`^o^DaEkmjl}MsmD^EUsX<-@;ZUWi{yZ!VUh-q4(fu zn4+uKPFhCz8SwwyA~ZMP+M=h~WO1Czj2~f$c(@b63b@*b-2>Kbi+)ARb}QwH;qiX( zbt>maO?XTEP)WFdg76CYu5;(K6F5*w!+pMwU68`hW>noBIIGP*$41Sd_tpUmJl~YK zFW(-T>HC6q<`Eo-nBAG{)7>pn@3c86;=47nV$_^KCZ@xrf^_+IS7q;^_h~W-}nlJ15X5Th=gKZ0{X@>DCZa zae?DzBN_c9)LUHokF-zpN6HW~Fcwqtb<`-jJ!1X}A^s&AZFJm3;-+4`HM-bL{GRsW zxN3Tx8&eY3xF;_XNVXD1Xb?SK>a?{qG=MZ2xC4o-T-LTfo=H4*3kaTn2+8Mk4UmW2 z<~T%Q?NBL1&k>NwX&~aqCtxglo>R=KJ)V}d-N(C-m(PS#eezxoeztJ&MYMon!hvk^ zVzlkl-9F|^2b1Ry8~$Duqua~K$Hnf|WdGn)9*aol?KgnGrUjD_NqMR;A`;?-djCNF?b|me z6)u!_StSW$99jhmQD!xlO{2#?=cJu^=Qr`woY=qg(S}py#H)t?A;>7jLEt75NamUJ znn~jQA-u~Zrb+5qr~$f46Iv4tUMq^^p4J9~Pr*}SdpDIiu7hKWwS+i5WRjZ4x>O;$ zl@1g?$=>E^33^M*k|Ge%8zpes90g7w^OY03yY#N{qO>h@WombNyy% zk^CXt*qY{&d6M}0+P#UZudpUs0uJ_)_g16khz_~=4U+Xp-j*5TcM)Mb^;faaHV{k3 z@~c~$WAonl;Pt!3My}U`pKX^0xRJ6o$ zbHeQ)XDA{P50LCYc7F6&)P?8u&`$k!0U zOu35hS){`{K99=+fmg?E%CeeD)Urg8nnN!!+fIP-0UZm&d8Nh8(z2nwYFzF5^5UN% zG8nQBVdEHW^ShfVD~n}JB>$R4oSS73m(P^!h$jN@8u`&)&Wj6Y6AW4m5%^FIx&lsk zTVmQdSZ{s?^PF~^ex}Edrm}x=QCd)l(wXMcug*tX9hQ2E%6L})qxjFWRdn==q0-R` z_D7nKj|x^!Cl$g5#jPFYMNHWAyPrvE-jU%8Z^GmJhgSw-)WZJ-mOp90T982y*i}J0 zwYJVsgMV(=vy}*>QhC~hN1=r}7@(}FpD4_O0b+u{ldqogU64SvdIU-SX!^@SKF#o2IcIs8WR@Tn zxB8vgYUBSg-IMaqFi~hKi z3u_NFm81=JQd*#0TUuJ0o15FcdpBq;Y5&Uc?dExG)A)>?*4qK#iFdz=Q9f#MYc4~z zqep{FHJdT%BHLI>mkI!|b_G&`UYnXyl`(v&CCDso?5CmZug))i=B=R;5;ka5NXl9f$iXxKq_D3F8!)`b0{6!}1 zWV3#;)Y!FsyA2m@)MU?(cEDJ^A|U(N%7ij(<^g2NR1ZqcJN zPH_DI+Y(Vrh8oF%`a;HHUY|stm>43?jIh8PNg@f@Ar)eFb~dr~(NJd)1n1A6uh%bq zoOPqoC=?0|cu+Ui04(N(wtX$?2eT0y)XZv|*o+=E{R<(4Ha{-~*&&`&MXzmb1Jvta zO;$T{Yn|mL{RCkUa1sO?C%W(y*C&q2O|3N|ppZl|ilhulN=e8UG95|@k|-jo)kE7X zYV!$TV&Zf@mnxRS-8;84hg#eRT5=nxL+ZUj#UFHsYJg~_AUTn0#x%X6z7}=I#&V9q zVmxhedZCfiMhK#w9Hmx7jG5H@F>hJk-S&bnwlA9amJJCNWoyF#Z2k@n4cYGr0DLmx z^z`)k^XFUdT1h*8{5XI3(0ks3LMXa6hP~2w9ETFTAbRM~EM}Sh6_fCmCur8u3Gky{ zzFAb87V80QW)t0q=~LgJ{#E{sSgKzVJ@9+f;ZuBG6b0m?BLMhc= z0+QOS2OvpdDBu0IHz~-TcnghD0HCmRuD2(>ZtcccfVNHi)AyO5NXKM&gfW4U1e>-H z+Rkt+*{y)F5#;eg7(Qfi!z)6Xe@rA)vA+bCiN=6u(66wZ{@Z9(0s|auO~UUcVkLk; z9AK4g7~t&Lv;F=3BO@aUWC-E9ZZ?}GqSL2O+c`V{3E7ZrK@b?CH|>LuzXd=5sDP{K z2(2tusn5353c*a3nMg!+`iC?aqdoFzZZ=X%yoikeI$h6S8Aabb3Gp@6Y9$QSx#}`5 z8WQ)$tN^Mon_fZS8keDrq$Fe*E(v5LBcfV8nx1*Zb(YKJnW>p^0ZYDH6u9WS1>Y<9 z?y^VE9Q^+8)*6t>cpKMW2hDE*pxKF7I-~VwY*h(M*O5U!7CoskYxh??=Sq?DlmhA( z*M)C2$3xtsr5CJuwbJc)EG9b`EF~b7jjc`X*lbgnjE9kILO6(m{ZIU|GLkMI7Gj#` zdFRic_dIWAW(E=Yz>+A678VvtrBb3sXK??HSXbbryvLdAt^j}#B5^oU+h#jMjVk!y<8LOjX<4f=P=Rp)1Y8&lK!s+_Te7FdG*Csz z5{lTGzGmtND-)1cSYu+;%7=L%!me3&2|OFKQw2?S9D?79Oa!YGuXbSpKH&!UVX3Pay_T?hMm{Y(bNMhPHjNayDL!{wkj zFnHklojbG}2aFNh;woeQCoSdG6gN+i66e}5Gs|FBuUQ&4NdyIHnijEHdXhDdS~po; zfEt5_ma04v0U!!>>~Hhq)R4?>$mYco0%fF^i;If3E^sE3F~^RZHE!Fw;~#Fm@7pNo zz}}r^at-h57c}X|26S4)+iU@_R5ay2Ek)dd{y%>9`%|UlKlofnC8{`r6GZZs8?SRSqnH|*T1t)2 zrCvDNIB_0coq*F5(PFj#&}sMBd3RzlbK-0 znp4re`O?fYHZ55j^01XE+P0m>STWF2HBT6##aEKW6##mlmwrdnGg@OXD+P$c5t>hc zpj{x0h&<0@C#Lz*u1Rk`ucVdBWsZfZ5{P?uTJl4yF|=t(YGG_t88%A_1oo>~UW;bA z5`!OGbPFHO0FaNded`@RUil>IW;@JVQj;>iRB$zZ~4T(eB5YP zBNp|0XqStcU&$sXqca0k6be5mTvDYoOPVzO;^MxFjcVR-91+ zH}BsCsEVjkV(U67k;tJih=psMh9!i7k4^H0bRAif@?p(y%sJd_@W$ikBizgi+SGp; zjj0Nldg1yVo6BGNX1*uy`$}a2#!4BH9WBJ>C)>$V^44krDgr=67)2Dx@R8TOe$ARa zVI)h%XxFx_yrgUT1TQU9!+|xPCUMf=DLHL1uVF?+KnY|qr4hIB)N1pB@(gy8dE&2-rfTEJYF=6RmU3%YUNE-rma+Rz8kZ~}=yB?2YjisB0ZCp+1-@H_Y8W2Exx;=)hSr;4`~tdozU^FZ_K;Gn zjcq`O>VlSO&~t>Clyqik1S}LeD&P z*%Z$e8xvn*yVj`(yRjy@Y5#5$|3zpPa{!1S90yUI+F;3lfOscB42>w6K#>$PW=$0J z>&YS(D*(1v2^4&amw5%RMT+_f(HfhX@Vz^?+_ryvBqK-)Ax)a7fTfadG6W(-hqVI% zO2V1h;)mYzb}iCav)e^YtZ|~jzWVPNIiMb_sU2%+34Ogi$qJHM%tb_&>V6R7 zZKM?ctAGi`AL7x+fkNxi_B&bjA@htWX`y&e-(sdE=6r>Nw3<}2OaO%XxZsWq;CY_o zI9+@}(6xZQ-OM)moA&Ke@1G6oV%J1V;k^JaYf7eK}vJxU}d!&76orI4%kRl%N9s5JgZb*B*cS zn;w1B8z7eD0#J}j>*si)qw5~)Zc%|cXbvCR#A{@t;vx+L<9sqjHCoUTSXH}8>tl?& zHh7jmfN`V@)q+3fsV~wTkiUZcHeCV-<4(!|@i6lwGBxWL6Dk)MxkCzq^gODoK;B|N1 z^Y%yHU@fN&pyF?|Le;2QNj)VOEkY&zD>U(iH66rz77akucUcP6%z$R7L~&9JW)iav zG~E@;AM-{Q&H?~igc&(#?f{z)Now0oht~BDa$7Yu5eMiTGoi~VcWN9ENPLOyT9;0^ z1wp_lsEJ@qpMpoCAUL1og!T&A;Kv$VHC`pKB& z3ce=BBdh`6mIH`$iloX3&1r&pIGs!}b!KJ!mB0k!J z?~$+|yUl2!ySEvCRjmE)O zj+@0mPLgHe2PlLo!o%V}CLJ}~%?~kSApJ@<$=ZJ=hG!!yLrltnAjvo@_$JhTWt;j5 zn$q9w@tD8B+UKc*dhqZ)H$QYYedh;Hx7)B(6Mx%D|;?l$SKfwDQ z?Qw$bbc(@!{5M0}mbpiJv~i)A=E>14tDQx$WVRTNG>9NFtHKm3G?Xx+Tn$JeQh|I( zV{A1k52s>n(sy9IO#FVFRI0fjv8UzS$qBHeP6ns1H|D;z$#sT0@%tJQ*_vAD2s-TL82A9?%UUEA9{2Q~E*fetvt7ilhvUqLN?(*|}eM46t<48(9$ zAV$d46FXD1d8%c)=0>G|NKqD;tKwl>+QjgkIdy}Gtw{C}kkT1oD2kIe4RMjyYifs# z`i>o@XvPUZBngBDQKTLUDt#!Hn7qE1D2u|*P+JLrCGc!Luo52l)6abMcmLD>rCF3T z;4>?iAY1^5^H)j9UNjQ1%a(l5_v=+c6pl9Uu-Ws5h=R|h>C&0a9A-t)5^^y_;dfC0 z2X%%}Q~QaB?gbzr#4E>72^5GRCGFe2opfHe8l{2OT26w7&1MCR&;yN#6vAx5MLak? zR)gANmyx~=^#TFMJcTMCr>IOt#^RZQnA?o<&_oN`uWBJsCC130D$Q*+Z>eD->KL_A zzAO(Vg3w{IrX6KWDhOKI84YNa#%7-ZFViI$z;T>JokJr~?Wl0~PPhd@aOA{UvJI>l zlNmxHJz9+CgUJfbi-0)^rYrBo90LGcgt-|I$Cd%?&@IQ!;U zQS95bJu!O*cLB7}u&okft3Y>)2Hxl-IL#UcK&S|vA!abF6>|c{>1zzCRhbU;2!3Uu z3Cz5m63_7fQ0+iB$+jqUSXc|bSl+4BNQvacIFCpQz{os8V^Jk{%my5Oa*PhxloEu* z6av;LjyyyS`w)ajZvym2Ws_V-J=G^K!vP_fyxD9D?xEPTJ`JA2MzQw z=4Xm0*(g%$U5rFbR_y#cE4y zJ0l6DQL~q307gN!61XxA002P{{6Am%du#RddfAFdQ@hn?+`l7)5GXrPzmf6wAOQvN z#>plmZ=Mw^leQqJ{i|V2X-1~&Nl!X?`Ksp5n>iK@WjE1Bo9D(4Zi{~~7V#P_*_~o@ zN(=y5E-i|Q1T9r&u&D+Q7Nm-w-SpaeC^6SrCww-)nkI2uGZIi7QHhT}v5x2?frbNO zJzz7JRstITkd_~s11^IB03e-CC+NVY`<3&+mMvSJfAO%Q64R3qLL|#z8Hzzfp*Ly) zfU5E(+k5L1W6+KbGgHl%HBU$LjZKObp$S^pGP6mlnxC33jb}&)DOc1I!X^IL^uQ*4 zU<_`f^VJ3MC$OanklLV=L>g#3V=OqNCG63NR{Mr{5Qc3qre@NqEr|sqGPD?D$7b>% zrT{%=GItq`XLSeGutD#^ma$D9zdn&RZdSwqp64aD$Z!)@TL}-$&CPx2gHOD2>@>tu z9?cf`ZUoI^v2wxY zU~H%UyUd;?JHgCc%nF#0K~4M!O@ya$iQPE}oz{Ss99OlkjX#KpNIA;XpO%hM-$E=q zi~=#>g?PiO{b=2%lFk}3#uA!zolI0fD1KrS=^D?Q$_-NUK-%avN}hWIRf1o_3N?Tb zB4G-f88@WA5)CjkG*l=Q{_=}YK@7^2_y@4XW1_=&?Dhd(U{rDo`P!e&niIvdpnqvq z%E_h#9vA`2|HPOzdA+_Eo7_`E%bpnOG`+>jeNgdhskOA{otnrUfJhqvwmv~d1q_je z+J~)yRjln4K}&1s zkz7kRMx*mF(_94NlA|>P6S{CBSQ*atH8$tOli03VOu(NI5ZfgNv@roXb!k6(B|-#^ zaUDbW#3>#ztyr&QYZx@iRbcg|#-Q|KZ18KTVH6G$2(sqF76LXVLEBUzJv;-J*u3V) zm|53qrpa&9RQ6V38_HfITral0^ebfmlNOO!kAyF%OAovy;H8&e ze&zV-myf)v$zRF!gksiHtQLdMEFunmB?Y;Cmtpakp2$R8tS6XzTaizDVH~rMF@N=q ztuIZAwrl}mPg~rVCGD)2x?F9Le0-BKZ2CbzU*kehd8CT^Z0<09=^GWCkI|Tdc3ft} zf`qZd&G4c6A)W^^-IFSj&wUvv1;ArdW(wj-sB*0(HgO^ot_o|c zlmS||$Rwm}cku}TLqkKi-Fgf6ARJW@E6!_;LA4QZT9#;YHDUW2{v+0|23Iu?cSQ2u}A`FHA~Dkk897^=A{9ec*YtA*f@kQK-Afn34GZi zBS3%RdDFUupQtx(X*XB$RZNnpCN!mvEW|}B2^pbznPRP_m4MRNdeb8UC$z<74;dP1 zD8(Zrok`I&C7@mES{Irhl<-+80{}oeolYc&nu#`gpc4ZO4GraTxffr0nWty}?yaZ- zID!iXg48xZJUf~~1R`SF^MmyYH1S^ZH6&%!31K%=fAh>~DoVT&M-&pT-=z^5@fORt zgn(`xdFKIN`d4Uv8I731keu~s0w95+nN_tNAMaq+@FMPA!66HT11Q&!Mn2l~(0wX? z&}VOIolI(mSRm>o2F>1DpFnc96~${6Dz(tjSK0=o5tkR=s@F zG#S>j$Wzc*W`6d}b) zMh5oicaLY<_*pQ2MY_6_=TYb-GgP2`K`H~> z(v(gAqeo`sz5%Z*bAy^GYxM;|yy};*#gyMcJTKAg#t3GDQ^Hm$?OTB~X5wc$&Xriw>sd?sliWCCQEU&@ZhssZI81%v8qUVG*QARj|MzBRV<( zJpGeFO=_-`%Y@=9z*5(7VTdN~N?2|&__x0yxLgK6#B@5{dJHhOwB!W<-+%5o0DAvB z9@f{ZgTTNh2m5yYxw}ZV?*mH&vN$7k8hfHy)>4Pw+J4Rdni@rbO~-9Ov$(ZKP0c+d zCaME9Ck+hydrSMZyc;P4RGu zSRN^4m3UcIO4`y+%AIP!kTrw0O{-CmnHBv&YgnYKRmV@%GkJLo04>R(3A%4<3M1nF z{rkf(Oj0@^7k7?lt;vEE2*~w;64Tp>A1vK(s3f@uAnu{1k51g%d`&yzYBP}dIn6!V zcdu05cN)$>X|x?Z+6ij=Ehm^D{ON z46SH@1_u}mO2hmJaS@fPxm$Hs4$P_viK02~lVd}*k^m4JRO7Vn1Ts)2jwLnQix7XWKN|%X2e_=aZ-I7ZRPpAA z_+1d}2_Yhte__2ZnjE|MVcH#}fej^}6~C!f+o4HO*pDzjo8>_OT6rMMZmCqNQmG`q z#Fl1$nxC7So0|uKJv%qEQOF6NGLh8TO#c|?`IsML>7IBrYjb_Pq`g8Ecc-kSrnT=x zQi-?FA~Vrz>s@i@n(kx8+~rxIR=O+LYtJf)TVh$E|IpMFD;#~Lwa-r9qU{+1Fym1# zAme#8L}}q7%fivUX`sS?X%4UkPfgAIL@`8BNDsAtLzObomI>d;$4MgCXc_IH#E(dP zBio%2bIIm;UMCdP8W2Fld+)vH*zw~4#12qp|FUmKMrJlq6Fn0%pbGc_#&gYY(Mm>$ zV9wTHnP=@Mwl71A+G3M2L3U|vJE$d-CKCulpu)F3;~$LIyV2bfU_(72?fg3 z?b;qtz>7fb{W0QgfLS(=}< zAH@7;zBiBKKUU(8iic&*w#AVx*OL{OZOXK@Z?}v~E&9!8!!f25p&kf>crwBYbSi-T zj!I^$X^n5@Q`1ndl~Egf(v|8;s5Ce-|F5w@CmY&c2%87=TpR45xLViVxqKUd8=rrg z__CD;hK7bl*Nzx{bYRbRni(wcujnb6!q7@3HX*V%064NBqbQ16q@xjI zZF*=+en~NG{%WfmVx<@3{{Me#SFdziQd^}yGet0oc>xjDVaf6PtUs97t-p=~k};}#0PisCt?y9c$O#tBV=H`MbIEUWeg669*L9sNi2Nu2{lg#r z@Pi-x;J<$RTQmEYU;mxOFgUIYHgo`)#;sYkuK_YYU)!?l({eZrJa}h66}3&W2x(A} z&GfZu>0o3*oko7NF!^u02%o3Sn@gBj*cVhxCw`vs&AM;|!^o1m_493@#SJo23{i zmwc1WWXuH;qgP$&F74$H^yO$Sph5#DP4X5+75Bo~spSDEH)kTWwH(OezPByEy#s8M zLtU=yi(G5{{`bF6C;98IzKo8&tJ;egqpf+c@O-JaPFS* z#0myCFUKfDj%cYIY$_3ou?2k~DQf$Yv;r*mj7?gQ@8Xo{?rgm@8X!s9Njm zT`DF;Lu&0A-`)WX(<09M+7$lX?|%3F@Bi7)fAVF~qg89s;M?Bpzgk=n7Sq$awJ<$| zL9NORWIC+BE2fzXBFD!InaGh?h-Q2JnUBi>_xRAqp0u!L;z|18^w*C_^uo~b0yy-z z>KvOF-*)gD;9d_lw-1xK;gF}Y=5KNY$Yd0P*HR2paQ9R?nKQ2C%Rlm z74Ct0gCnel67f4Zz^lojCZXVe{`kiaA3przr$6Etnc$*VUvS0@Il~LWi)wb8NDIyc zar)<{;@l@)%@h$=t0SVdr_y%W4Lp@8VNm;~vp?ehUuJ1>5Yg%ODrbMf`(!4?8LIKQ zY>fL>x8hlfjYk1+r0$9Zb?d{)kqk5zvRK6#vZP`H$%s}BQK(rrkH}DB^ao@;C*o+gMrzP4+!qd3%Mx$IFXKHFS(@k8Rde8c9Xo7Px`i-8p0gEe?sWx`20fZ28B2Cdch3?cXInOu%7f$F+^@L&oCms(h&AGDN(+p!eJ2O77c9u#ACHH2 zhW6wLHw>y=7F?dxVi`LD_GaRFMFq=h-jG0cV+is96l5IgmS${uwFQ$47!$Zbw^I*R z{UQ6daEy~LKYmr_J7uUf&$mx`>X#YF3E_A`1IbTVga@HA&>6F}WQ5W>DwQg7myLTf zAm&ks#jlWR4RiL`W@el) z4-`WDn^SSPfr{qBAcL@6E9)v@5k?&eh2Kr%4IY>MdjC00If*xjfxB~N!I8#@X*Wdc zh3Ve|{HI<+X}rbBIFlR5%M5vCTbaU0R)~|6y8_&r#^ld(9W=)yFaf(eQd_lXBXriJ zxJb6PnLwfHCDIPYX_-H_)$(_yK!#}%Kl||yTXDF){>?AH{>?ApzvjL`Q>p;~xS)S_ zpTLG{XZ5?xEQpAx1Fi=eok_){iEq;%#=&o_*^FRY_CJ+(rwrYuZyIG|&df)Pc~Y|T ze#|IONJh%{&gRx&Y|<6ehGNCyhd3>XrerhF$R{oxNZ?3A)T6pdUcjfA0-^!J&UMv9 z=vDop)Fd1aX!8a;KKtok{SeZ-;O=ExMAX7{atYS<<1hc>@px3nR@fESS6}}5FMjf) zpZ)kR6aL+5+~RsZt7+o-u5^$&nUA^KHG4B_3I}7Rxi1exBniGhhWcJzr^UQ^VYX2i z=}Bnx(4Y{5i0$(?QmNH4cMV*(H*dX~e{OFo6Q~-Luvoo1o%^VkjBxc6&8aHBpu}xZ zo&Cjb3@FYmt1@Tu+oD7f9II*ebVaO)>@v?uwC*{1z7A80iZEGxpulSSusOqL|M?&P zo_PFteExVme60_E`rl`nX?~-6%j{@m@p!EDs4W`*`PaXEJRV8TK79C7uJ$5+dYe>Z>j`cE7CoFv1&= zwws^Cf@rDZJAz>qLOm4)>l<0F)by%3p@?|`0@fXjg^UX1fVu71vMz582}2vyxf_pZ zg2M-%MnuF)bFzrIvKw%@UzI|j2!Mcytu_@J7HTWEEAk6#baT# zjxIjddfUA=AA_ppcbk^+v+oDp+_awqJUw_Vrsc|D^X@-zh!yqgBk3;x3` zW64LyYgKtz_tc4$)B(*m_S^-54y|_YDmu?J_DAz8)wvXo#7qR3*ExiR;&V%DsbCGYoWfe=40%Bc&(TVznkUDq zO^gs^5Wsg@tn~t_dN30ygZ@cxr9O}C4qsd!eQnyYzxra6Hm_|dHeJwRPx)Y^DF!CE zjuJ;$t==-OPKn{Ap~pvg!*(OROX~H@U=;uveIFRiY6X3FV|$CvAm$NVy18LDV#cLI zPp!1pd&KkkOmruxs94tYYd*Px6EG=#8jB()wq-mZn*9jiiyER)qhZFA6nay2D+N0A z<*FC?-25=4?VahF``dJAZxZY;-+qYB6>#j-<>&x;Z#==fJs<0pQ@4(N&@yG& zGDsvqh>PoT?@cA#%(v0n4*y?b0uC3VhVZH@G$+vBP|Ecd!=Dl??U~o(0jbB}TqU_LPm^s^Bw&`0T~-sBLl(G9b$CkzOUuIL zB7K+ko>w2^GP8@(uLH|kU{Kv?ShIn}{o9DxHfzz{aSVDXTAoUPWMJTCedy-`;*=tp z>}G$_?*V{&*`diih@t&ANWVSWfSFO~_8mz@y^jRbwb%8g6z{}%A?@9_`ts%vxYM6+ zWju>k#456e*7B82&suF%y}nq>T8^_v6Q4X;&=21YK z0G-<-4EBZmuZXBKwsVrJ?hC})-uKbH0UPUD7D!JvLbfo#2@T+E0`)BDGM!*ZL5`LF z05%(*a$Gli`<$To>N+j^)hFYAv^o%dL4%M#2=2}E1xMYM(KWf+?#vTNuhTGI( za{X~`!gx&&A-FIIf=!X^3}~B|eiEp^4i0k1Qskg<;3vKLuvcwyzRb%$=Bs;}o#M+6 zrwxUeS#$d02dqc>F_Ku|5;59Za1XRtQaY)T#6GKeTco@xFmTa&OxCEvi&e?B0oF}n zhJfs(O`2gxaO0nWP1qf)Z_R2wi3@oeO+8^gTaCIuR`w6WakZ0fXvcbBA7aUFd(C0$ z6p{vlvlbr@Onk~YcJ4O%ubPXrPs*Qq(N9iunT8whUPc5U$u*}TY%d1?IWrobdDo2F zYE)7%^(p0_T3?$tmab%;TE#FPGu7R4)v!~lh5tknG;3!GRpx3VySv$POqlHy(kHuZ zkiOE>${pLL%hp*1G;Tfk@OUJaJDbadLMuPHyf(eF2wM;AsGMjTb?#DMTTQ?#5OG0= zRK*oM(K)(Rr_Bh(=VC~WG+XpfhtH$7H|Mm&P;RaNwI$ua=Z*N$mF?5uN_Oy_dp!0I z>$e)d`QpV3x4M0w+K!7uEW>F%2`***ww-Iqt*5GGXwk&0*SygTO#ZZ-{Z`2|Rv6fX zp;rSPMrGV(zmLyWj`dz#R9IVY95O# zGq4N;u54NOTE3R$F%}!1VFGhFTPkRQBb-I?2sk-)b{-1W`MUdB@u7`?LFoo~kLyhK zHkaFUy!)-K`sNrU%NdLfx&STh)X09D0OmwmK5tc@0#m%3prMcFoa&C)VvgRSrlf?s zDz~X%eBm=Q9GwcaqaH7}Rns$fWw!VlZL*%+&BEK&vMq$k3weNOtTM$sBOOlTi~v`} z13J8}i=zQ+)#Re9`W{O&&+ECa%W48?eC9HFvyB+58P{60MN$q_cc4DZ>_VHp>eYRj zeb8h}iD=Z9MX6sQ@Muk+b&O6i8v#_GS49q+zBMMjIg=`D;L#|kqyB^eGv9WvMzHo$ zoO#`39hZ%6li_^3=d&%4%KsH)>=HRHeP^3R=FwuHDU+d0_DMiuD;c z$tx}heW+pseX#z#u18k%1yr=iQ7>-lwpG@3U2Ab2l|}9x&RTNnf8p$SIG5PZ&}!Iq zJ=c0vS62f%$aEU|HXty8v*+YkMGVE_%CDEOXslgykCC;*zG7a;QE9`{tIv}swaL&~i6qqOc1H_xTZ*$R^o8a&6xUCw8AS(z zxO+8ja2#6CxZgQvsGN4pkMc6lYAw03T6Zm-e>(d!tVbtEgQPh_Alt}WC6Fb>{_Jk% z3z4D=Y;ydyD&3`1Wfsa}w1CarYjg9op`fj}W9D-=cV^vfkY8iOY#HU#=;7)XuTAHU zz09WJc2gBz5K%WDQEixin?t&V#vok8SCd+fav`Y+U;@zflYP6$cORNr*I!D2)WE{*&v4tW5fx= z?oAmYu+d^QhmRH{ZGA&Z)e%g2L$P`W>j#=9?sOK_grXxF2E|kh%m}Y(eBT<%xm|0t z1;4)D8c?kW4a+?bI33JbVPmddf|($YO$gt#$E^8RmHEaE#-&bs3SV~$rZ;#>;-ZP5 zYGBhywi_v|f^5|kQHubNs(nr75hP4(3&`&1r6fgU2;y-xJ=@{Ll&gk`O{Ojtv=$dD zV;TxcFOY?jc_-7n;>v_p%wlXUhBG*bjQx&^jhie{17e;0p;miSWP6cm72Cbm%S~9- z2)ISVN|PpNAHPoNX0$mX)p>ow3nNDpD}O82O-6W{f`Vcw3mRyA+ds8S)jvol^i%Xi zZz6ej2@Zp7df0X0^cludm#7*&^Ccl15ui5$G=dTj5U@Hk&k2zV(5b+(DSvF6 zJr=Zkr;r)SpP10aO<~VwxF~^q)GA+Dmm)<|ov>WBXI7m=ko(4;~Ca%@i#iAm)~5WBT(r0H9P+2476%}>ZL%ur3K&R3zRVE0IswihG3 zpOSzTwlpw;4wdFOHQUW1$z^fIJ|KgaZu5^mHN&JYHHl%j{LQT*GFH&Z39n!famD4e zQIA~e0IFOfw<@nZ3okI#Vv2H_i}HWP{<F!3u(4^H$D?$_0iuGl@^!KtJw z@xh&ec5jBh`vNGTiah0QdM0xjn%wT+rnk}Aw^tVvTVywQSB85E3bD7v+U*Q>o`D+O zgJZ@01*R_ELK!lj+z-L5p~FFtgM^1dkMp#xsGCb|p32i2Pbf;#4=Xd5qQ&)$z%i*? zc>VC<19$xN;n2R8tp%4x9je9~;N|$B7*1789V`OP$em|9WxXzo$Q3a8#X{bkEF`@5 z2I;pzaeoO;NRdm~dbr(IwVwV+>p)~ zH6%67sO!R(0gQEAhub$XIj8*v)3L7VoZ_Ex&*=kY5vgFFw)vlvKCM&WI>jrx3RRSYBW^SiDy-tvD=kmys8nAw$tE!G56Ob0YTLeI5iZWltzEU zhVCo)xQHJjfRthy4cLy9UEH>0L+|ywULKmV&N%$Iv^TM9UV*pFO!|k8_jjYe`B6pE zmK>37@BZIYtVGPL=w5&-^Z~3?ngcA|bNOPy9O#hy%H6AsEVBwr$Vi4e{#SI(}t>8=9p z=Cw=rI9gnDaht&n5q;>O!%Uy(xG6b`8gL~|2LEDL;O%Bs9m_dnz|Mw2bVu5={tXxQ~+7U=*@#1GXg$_mJttDTL4X02;=?dkAtbVmfrEk=L-NLTh5 z(bS;tTyd|?+iOB;Ld)Qz^QSOqH&NY9%D2vT^XOyrOyxYI-02}lf+K?2k#)<@sqElR zoqpL{x}16lMFKH;(_T^_s`V~a3Z5zAwGl-dhSAktV+654+#3`9Y4cchkV9BkT+7uV z=2XyAYPrPhP+Heka+H?AnA}~vDM4j2D9&`HUhH_v$a_d5_cu7#>^85Mzf0DvLC1eH zH|}R7dB}B$+J$1=IIlN;GE%q;Uwm}l2Yp<2xP;n{+Su9SQ_yOK-kOHvG}sffPWz#U z(MBt_j2;k_ksiiiLJhkPD2=S6$i^~E`p?BSC(WaHxrppR(T~Xv`_=v{y|B{SK(%YF zu>Y2>*?`obYf{0kLD!f#prYsO`IM@EE1VlrBz~CLQN)?1LRu3b9|qpP_ZxOtKxxL! zrJ3}~T;5-=eBi~SEb45P?k|-P!gGv4qeaWXFDc+1ROX9fxH}#NP_L?KY1707Sy6+H zEvVn9*SpdyGk6G(nK9wcCI(i`t+3^o3ly`suaFXwMAUfl#kn%o{V)1eQ}eBTJQ@HD zroyNza_LMBbKMz&pwX4V%KSM0X+ao~%O*+Ohc$7aOAWuGMBnkP#h?xRdLX zgntvF^;>bX4nK)lnt@=XniN~Nti*qfP(bZB5E3)3M;1 z=IDyRjjhNRcVKWg$5dTr@_1yvi;GJv`+T4gX3u|D_Ci*jV^CVn0j?p8Brxdb*oQQ> z7Q|utbu+Yl;vvuLikiDo`(e3^S`1y^UAGpOX-li_8FnfAVMSM0;2=2pM*a^ci7DZ> zCRCI`Ef`vNefp*dG3Ov`7Jq7h<+{~|JGPi@%vTfOi9;Y#E6Jkd9c^a+r&nD z*tQK~49>;;5d8-Wd{OIw5q5Xqt-5<+HZwIdIfPF$MO3*lpm&aOXB+jek2jL+pbMk_ z=^$GrvxTL0Bhg94)mXdgUSIE@Zf_nhe_SV&fgm;r1X)P~9YO@&rwOY7a13)FMg`v! z>4f{He@Tx`01%^MskK63qAbEfP;#?8O;U!u@{_epHvlUyiS&^Dti^V&{%^w-T7Ujk z%lvc2*+Mk5GM{i6pMO=a+yuB=CcV;fvWvIZ$6g=@$e0%6{_Ns##8H+ggPJ=|zRT2OLBW!nQtv5Kljt^;ikh?~Vs;_4DB+?xdTv@v6asBPyy zoWXq~STnHAiUPGq)s>qxlaj5@J;KfMXkO!fpeGyA-^#E{H4PZ){V_-+vdzNmJLAG} z8Ew^|y%-zzBwO5vk@U(Yq;<-E48}PeyZ_uTpQ+6|jtt(KnF|!zYZ^1nBDNm^2K_#- zPe^%x$d}}%#GmaoBxpcld8A+nV6Q~>;!vU)4R&c|GkPIX%v;nImb0V7aj<%XT~J!N z2$*qAX6wxkcdp@_4xJIeV9h4g$@}N`+TkBP);Nu{v1HgcFDAR0EFa~Jpd4|>S$hhx zRF@u~)(I9(vUeAJQ_w`Z%W_vraA5QukMDchv!>ZB#avnlmMA%zF&P|~T=VQ|RLHWe!9)_!R~WfW zZu2Dwm0~a`4D=G|Uk%QOw!_%=wIRKkx#ymq?N_ai*HK&Wx(do9VfhQo$&G=JUk@`q zEOp0u@g<417Om0j*6B9lri#{PCs;oa>&I)e{hBmd#$LuW`cpIhN&q{Q&)d*X(Eijp zq1l`ENvD}_gg$MYgPF=siLu*^0%FxKhlFYCDQ&cEcy`xd)2a*HsjJ?dTkKGN27wF+ zh*EV8oTYu!lg>TiPUPluce7e~Ikk_NS(D}rM9UL8oju#qjNX5nhkH47L!|@de(e*f*w3-hG~W!pBXv6I@H*OaKz9Jj#+JY_I-2n zCX3NGI~8(-cY_5Ug$;Q+0Dn|v!{Ysw*5YRCQRmHBuMO;e<(A58S_C^!tEQ}5mT)~s zOXSK00g8;vcQkkR^?W`V0f zd|*0r}@msNrj7vgNujx9r(;ZfOW@)$64z xYRI@ez&MIzF?-~%2-!9v(KF98(nx3#{|Bu^jX}n%lpz2B002ovPDHLkV1oEtqB#Hn literal 0 HcmV?d00001 diff --git a/obs_000200.png b/obs_000200.png new file mode 100644 index 0000000000000000000000000000000000000000..25fc8bb52ef01ba92168c8973978abd0cd21b91c GIT binary patch literal 50394 zcmX6^Wmr^Q*B%-{It2to=>}<}MClqD>6Y%0?s@=~?h=shh5_kD8l=IYyPI$Oe&@&N zr7$z+?7i2zYegt4N?~D;VL%`dEE#D@CBA51 z=`Z_S=_9jLeeMdH;*d~DO>rerpMB(DgboZw(9nLbr!c*tr`N8xsSv&MZNIXaSK7;( zEU&e{`pl~Rg9Tcx@m*nlLRPKvgA5@fswpBh7b+=)JK5XBJ>#mcNKkKyZ}_EySUdjP z)&_fb*AN2O)>M%yI=h^9ot4A=#Chk{D>oMx^O|{%=hk&PxX3!zH=JfsTb`1Vk`P>E z@j4xNS^_k4>!djVR zlP+7*fT{P&l`wmP?8!TETnAO~&ZMFD2`#vP*7g7H-3L(p?X_QQbhNbmSy53@Qxmr` zJwE9l>h7))SBLqqfW-__FG+}zTF86qK)H3oN*9+ggsWmb zg0=B&i_rls3zNp2D@C3zZp56s-XoKbo16RHze}%V+H~eGW4>B(xhYqQH+Y{dAwj`w z_E=l1&t40q@sSDgGZpdHW%iR~viZ4?Nb=QH_g z9qW`Pj^}du6ZiMtObP3-V_WdUd&oi~;QPrIS=Est2h@IDxtLN_YP+4T*o2{pi%AL- zLOQUvcXyeRhNi9R)R;K$WYSVz)y&&OIW`97#(z1mHt?F&bANZYU&FO}sN269MJgeg zsGPZF#+6cDUOqZH3SM=}G}w~l^6{Nxj_!uHP6=mOTxhUXBTAn9!;50Pd1v&IgH4}g z9_2QjyYOhTjjJXc2qSxBzq~TXe6Qdyj3rUGs5^F6J#QnJak#y`4et8rh>DbS`{>BR zC|x!`kec7;_Ix0YUMWlDov7&8)K|sArB^XLJdbrB)_8}9hp%B{NErjB$;rvk8}2wf zRn{TiH3T|#71>2zSlEs}<+H$ST{h>Mls>Dv)T2ATMTf2{*ws6jr@47(#QWX9d$No) zf^PeBqZvXeoP%(uGL84$R&|31roPhoPw(nd5&rd%MWPL&d%qV&?I()%+%D>^z`(M40yR!+1ZV-DEzyS0PXU< zhA}%jVu5hM4|%%0I&&t%=dTHm27O<-Y+BK2m_rJr>5L)$<~6FSsxM!@ggXgPdqG5>EbXo>ya3|@_|S%1cv|Te60vmsO01p zh~wfGbyuG9YRgO-ComW5o`Mh6L~PPXESy#?L0Qy8QCmKdA|MZ{4(2N+2D0#Ilb=HL znq58{8?T3u=sR%64!iTFnK2G^50Z|D@JV*Z$J>ZeAV%nK2Am1oySXKv;IzklV2sNs zLAciZwml);P$zM9{{lifPZHH*T(y1Yn-5*<{p-{OZi6l9!+)R4LU4kp9TtY=d;Fys z^a)XtTm*e?PT@BX!&|?A;22Al~v+EE#daiuxB|$|5XRUBD zbF0bn({^TIm}q10p)axE|2CN7W-M)+CB*Jvb(Ojy!0TYNq!QP_B87>hhigsf!#aj6 zThh>tcc!Pm85*~n5K{He^}ELrzLi$rC5n_M8;i(VGo+;Pa z+1Yan@<9ll!ei^tluKcIZ|~NYmNXSyNc@nQZlPi6HC`ipiwVb`_FC{f-MEKGMyf^!;7%bD0V*DJaYY&>`x`ns za{fkRnxzuVMRwrn{mC!SF6%86+lZ=#!qOJ z%=%fQQBvi)Js6HmUa9g*Iu&aL94)q_7h&OHkzqbn@B#X)_;yI8*OlFiuB|M;$GIw# z)keO#*uF=F%Z^Br;4(x`S1l`a2I|5$xCIW_Q+WQQ&z<~CP_>+P?KJ|ar=qu&q$lC0 zl3{z~17{czA0MB?3*?+1P)0XNa89e+XhjexGrCo2>IuY}mOCI}^b0$Wf9kB=5B|8W zb_BeZilL@yx$o`k3ps7P+j04GU=w)0)UKze2bS*-Cz{@yUcdRMo=_gINYhszt^*DX zFWDQkGrdn`=x&$l-`G*-j`?2J9Qj_gfUoYkW-4i_q$wpOWpB^Epffo+nGcnDL&p5B zD(HjLN$G%pRGRoTGQ|jW&`zhcl_e4ca>w`Q$Xh7nU=$9+U& zUc*^}SXB0!%0GBx_ED#Q zsd&>^lZHsx_21-zx5J3!c_l}SCuS^qbw2(D2_9wUBd8TTs@1b;JDuQ$o@+9b0>r)o^<420nf0TCgOk~o#E zE@?~}{E$k6v4bJ6<+Ds8W{qPf8!4&2lZ`$+&a@GIzlV#JheP)z?Ig3+;Pc`m5+ND{Z*49-I8e?1_a_8mYq*=uy`BZe{J1%1@_PpfF!&* zZ&R<#;Nt39rDKjJs$^`85MLL^{FwZ1?lpZP5>2&+djhH-s+`^-MO!Iue_c=zbt%bH zL<1&y<5cVnzxfO5?5{5jt*nZdzYu(M66&u)g(x#6T+_s%Z^)UWCNg7{NJwUKT+K@4 zC^HaVpDq5o((ep<H&&tw`gwz0Fv;d6}<_I19?@jqqJy@)T17MyyraSNsY4xWjzV7h_^#&?r4t zMIZZ~`bXI^#WkC`QBBN7Cl4e@5I%6>-De9Co|Y`QA2bdbD_G6Ul;j{R`lILgGG1^| z?s~j;$r4^)&uwZF(3V9C^8?42kJ^|mX(MZMbJKgJ0w>gwaqMLrXb8wEk^NHLH#eSD zW=-&1X2@zD)x&mwfB2Rs+-d&mA)1`809rJZ#BN;%kmX_1R;H5gX`CU?a8DG;QsUcm z5}HBtnjYivgl`gjG$PvMl`Wv45k-A)M0ke${X)u7QkJhG`MjwT#R)9bi4|QKB_3W7 zr}+oGXMp6px%6JnADydTB$ zp+$Ll@4xcJ*0A85eT7L*Y;`VAFE1~@6mrvT^>B1>_)47r-aUdfu>N=w)pQOKeo08pPjJtXXXgIm+G?7 zOAqF=jypo&9mW-gZIc@gz2CSn;dVJ6x#j$ml5VUWO2&jjxwG=Su~${T?$7sa5dTk~G_5&&B>ywz%N=sT zD%HbcZK0PriOb|kO8Bo|D_vY%aQ@1T=@$+lHmz9JawePA|+%By=EG^i#w>`ST zjw-aOjGdgmlSp~u0_b|OofrE!PW3RJ^FEC1)PI3QAF-kxTj4L&MwYjTC?8*6A_I~% z9~;B-E+wB`)e3Jov)>t?-`U^{GFd%+hNAsav+G80Gzpt-a!N`{R+a^&7`e?J4Fw5V zzmln*>3XWkI3r~4B6Fx@ZvYifwe0m=VykXyvP?&8C>40m)uyxt7KPZt+;agp<(J266s3`s-u zis_c2(kWU!E;2tgu4;t7%WpsTnxh@eZiNUj6%|wyODnvjv2Dbrp_e(-ogzr zrIBj)q}eI5JFI_jN{;>D=PzRA;>S_Z>mX4}g$M6XG}xs&Wt8u}oCB)c>S<2Pq)F%it1d$tZglovh5cMQQ<#S$;X7}az7n;C+ab3Nxns_(IbLXbT zvWDebz_U0T(A+FyOKng7R=<{hBPfV1wsOUIxEdx{Gp8PLF_&D?TKb%$wUj+gL1=9T z9XUAIoE&lNt0FE@0|j-x1tKmHQ+=Y!t0SY;!v$CsjC*`Z7$(c8_EY(!(`!(PvBRkj zV2P3hSwOc*ztgEG4u<;Sr$k{S9NlH;W%x4j2=RSlNvy>t?{Es!5xE^-xhq?_)k=H+ zM!do%jZ(lVIOIje(fP$@qt!$(1|EV6AQ|XCWa8)$T^jtUbD^z0?>YQ&rATK;y()PY z$H#w-k6VmoE>)WiT^=k%^hbX%_#PO(ZwV?yLfEu?=zVq&-5dfBf#O5i?)o}i@-naBzcZ5UF{rbhIAbH02G4OOH05ggQXV;!jb@4h}~ z-8MN?YUV>dL76QmEF2f?w6L%MZ6uI7{Pz2P{G_m&{P_fr#izI%K-tf3B=VsEMzTcI z%jz0h2x3_tD~oX{0tC}tQkltkoC5~Mo}ngQ6;lb1r$dyKw_T~>n>P=T)=(X&1gF!UxD!y|qm!sKDv;6Yvc z*0voK$g{06(X(OhRZ=7hb_KWj99Ypde|JCIEt}=f<9bs4f<}*%^-wHwkEGZ=Cv7$9 z#lR3-h`xS5+{uWPrXXG-3A*$vp0n^ex6ox!4@IsK;lqa^3K{O&nf+ab3}GMNwU6z! zlxKcj9B;7J2fxn| z6kZ&0g86RgWw;pfjV?9>mkIKFGGXV?smp^)3@iOVb_*2@m9>2v&Vo9MjtOZw~+1bmNJvX{+X-0TshPTBH zYqD~J8O0hw)M=xe6Z@Y1=9A*THG-uD4@SV(9UXOZb2~juL7@WGxL?Wdb}~;YHWD*7 zT`&Gd_kox-@&T>mOqk~2PMyi!j5OLnq4JxolXg3f(f@6HJ3H3Oi5L+ z^WWTWE`m$b>dCFG@iZP)KUbN!AnZG@bN4c(x~+IjgTm00Gv~5z{M29N%J*7$#>!Sv zzsjXXPv}&h4E(z|KkvNO88SMmh#fEtjsDs@bZQvX$V&x(92RM z$d>8UZB7kr$X!QDUpHu$6C+X6Sfmv_F&Z$$%O-fUVM3;@z7AYNl#5tK$Y#D1menbX zLckg|>9V@~-LLpz)0{(`K*8@}*u^soR86LQz^Oq=n%t?aZqZ5k!;~=iPqDhb1}M}{q zlWrDIIbuEBS~}5;;%S=njlx#h{N3Bdo?0t$iUcS4PGJ@h2Kbg-2>NDP90F~O!vWC+ zdYhu6;;F+oto;pICC*bF<#xK$_=y|>bV=oMH6g)jWqLgA--LqI30BG_DF~WO@w97z z!>?WA>ox{Ir*7N8fgNp~y);UGZln`PQs-mARQH1pn?wfQN6YD(BEPwQbFyX=eDCtJ zBqyL%lYfzIs6F^*LZ?tGUN8Z-iuHr?Z2io2Bk0BgPNv@8-X0!}B_+&hBeIl2G^xqS ztNb3-0h5M$Y^~fcOZ!V>ot(+U21|y#(Bema*milKOp*CO0145on~Bjb^;DwkQ_UWc zYv?d!g?+`cTBT&n|M*dZw`MeH)zx;VI4ceqIvCdJDnJ7p};0 z66>&Hl`d3`Mvl-O=j_YD@Gxk-9<5u7hDR1Z++9Uw`3@zrV%CeQEK2i0lGD@gFB{rl zSZjKn=`(3M&({-91=iK~K)5F-#c|Ist{R+cJRRlU#Et%tgUgl&7~s?v$oE#L2koTX zgpS=lLb+Hs3|ExQYJ4$iq2*ItpACvo*Ojdg?uv}7(knM6Q+lIFqty+Tcv1OS(!&Q6 ziff4>_iDw;{XEY7-}U&cW?ueuKBBhd4HUq7jW;qp{2U7_0ks#wdAB&(XZ)%oy? z2A|c^2HI2+`-TpyGR+FTh1&$d=W&0yBf0Zz*rbe#=4%pUZDCq7sm;x&a+U!+Ec5cI z{(;msbgRFxLuM)V(8RS^W|~`^?W`wvQ2t})%p({YKGb}@$~bI3v8V%~&Mw-yv2n&D z4JG>|AwlyqOtDVK)6P!OdW7-SoF7r>S^yFn?7D}YQrP3`#`TL%PMrIp_WP)#JJBm= z(b?w037$JQGIH{T8jCRi%||n+veMJ-Jklorytz1S%pi|?mn@qfikga=`F5jp>i+)T zIHEMf^9|99U3)F=z`|B2WB*nf-OA7wm&s(Dp5Bc)AB(oQn1oUh$JB-I`>XPqX;SWN z6%X??TD(@}r(aFnuug4*%7pU<*HmJ;53(uQ)-?Ehz3*|}odbfvr4MYC1X)iG3~}c||D~EXWh*lrE5*LM zoNIR7wbWMssVmpMlJ_RlQr63y=zjWxA9)V@mV zen-jg%l7Xaxg<6PB_;R2KVNIE{CDfd>ODk6SkA-KYO_kKfiL6JM-ZFMlyG|Q9pv++ z0|BqDvhL#=?tIek`g%-Wmy_9*34HbUK|;hWrN88mal_t6Ux(?iQ#uOkMv{XCN(bcSLw%<+{X8HaZiBnYcrcD|c7zhYJ5V88a0`oz`pe>>DijTy($=T1lVHv?CIOoMvGtdoU9dz>jT#f20PU>+ZIXf} z6A!zeSrlRv8|Lw!^=L<@nfnEnZ$d(ltJkChoaN|$4gE6eY6fIgP;ouGh#Hd|8End*q0zU1eFU8{;(nqMePeIedh5W`$T zRq-<7Ud>ssq5rCxD2XP?_p;Hik$zq2Mk0r6|r!oq~JfU** z45(`yX_vRtC=Fnp&eNL1y77WlWE>FL&F7C~jp#PKGBry=Fi~|;>N-Z~lNhT1quqbS zceK!8|Md7UQtb11vxNg{$K$={=m*WR`qbN=grr`iGE)Ebr(NFyji>KQaY?7e(~&dc zbZH3GYTJbm#7z2(M96FET>fOOqd7f0J2wMG^SN=H&+yD9nIOZXiJMzPKTJ9sVeEmK zH`Z;*_F8`#11R`byyLu(RL=UwyU$Xhsn7@Ct7(<1mDK4BJ>!02nw|hONH4O2!O}-G(4N~A;nN8yd7_m zm2cK{3X-qBWKKvf4;dqMQ?PsY*#0Ns^xvY3pn4>gYaDcd-%GQ%fex?ocYj+-I~VSk z+nubQ!vd7VE+0|#G8CP-Eu&AI^@@{Lb;i64J9eKO8+KC{4j%QeZI6XxyY67;`RqWh zY=c>YZt(}y(-dwCVAd7!=ed?Wwkf1KqnJ4=70#6EPn6`&i1*H&8-4njBIklU0hJoHhC_K$^NWMqQzP*I|CjidJ)4J(!-FL-{&6c@AsqQ$*e0JoFVU$yj!j z6clWiTW=CS**)tz?*H~0s4lCCa$4kffe=Hm9iP!U{O$h+XlQIqj0Tgl^Yv5nK}FH# zUY(o<{)?*t#nzc-wW2!o@MGZ$9b4k*#%|iGOSLEN$zpAO+uAVIiPR?7YV@a>1{g4` z6f*?tjJi;<*@awpr&4*WJB;^utY;`heeaLgy2$zLgk83O{|Z7IrwmYi$_=%TjGF`^{nAh)(bN9dS=Zh4 zix{9^-2uq25AzOi$sefxtZvoeu{HmVaku862&Ga z`4-nTZ6*_ly6`eXq7{|GD&w@ZGRLdo!*5zL!>-a#Y)PUQMM_JKeJ>ALafFXMvhD}6 zDzCR{IT06jRsP-TSf+sfCy557J6fkGp0<2N+A8NWt6sxMZbCejd>zuTqIk{nDSd1y zTtr0F6O@+Vlu!2V#`n%N#ukPS$qnKdq2KaxsvKz@Is11LmauVf56EO%lY-u*5l8Mv za?~G`h*yx8z6#!a3*8(B+P5LFLLz9JG+Wn+tY^zZEL#E{-Oei5a2yOn(jCr@G*V-e zxCL#0`!uOF3v-@8bvhZL-GAirTZxY(C6(5O{-S?a<>RrzM${;tMy_b~g^I}s({mg< zE1jxdQVhw{y+%uaM$VDbQf+WJU+r4>iTiUWv2{2)+)16cD8xvP(*G}6;Pown;Ycb^ z!}1sA!e_F=E>90vK?scbz zhGisEq%|cusj6xyB+AjK{5DH99!k2hs>$F&9Cg;}(;}XxG83dvsr0ik2p#`*;xR#r zb(Ka)j+?#5)1BYrNgtJzWDEtdllw!&x~C~*n zDbvUljiiO`?7D=NSX-|s6lOpCWX`|6yYplfU2Ff+!>kYRk+%uhWYuIHUm3-v197)vqOu0P=D)K zRL{!_&^?cb!gc0oe9Q$iXcV&bv5CKOT3RNNOXEOBi&NfWY+xE?-Tz&2A#CQg{qx3- z$_Row@;y&!SOK1n^~*qD-}eA`ceCX_vn@vtd+oQPwnCrS8U0n>d|eHwANBqCAB~p4 z?`S2N^~t!!x3O0%exlqEW(3|4=7d3*&m9o$8ch1IAq>P(pn^8-r`OR&8+f}UFvh7? zy=2*`Z9qr$|M3vF>!8S~Z8HF0SgP!lsm7nefz0b3o?d_0{@j7MsJNn(Ff<(_VfT5b z9mb0&Jr@-rY?ba1mNjhp-Fj|Y{$PvhcA_^rEtX0Y<^&%E=qTXB)1bih$V|lg5n7aA zyfePJyZcptzchF)*J}Zi&A)^UuR#lwr@ut*Yr!If#%&IHPyI?8HrVIGnvj;1AFBV8i3+u`ECqq06eaj);+Z&F%FmSt%+dtRP2OP`35A<_wQ za%&cnHi@X15J90dO0JObI;-%JX`??^g$0qAy?g93j$^a^TN4q^2L!PGX5-5_k?U1< z^^)m`h-V^IKJ(RP|81r;_RygYiB?ZW8r9bKJN2HJi!&2wHf=PY^Dd{$kDa$(`*yfk+^`LHyIM+j$dh(il-xLJZxI z(SN1}#8Q^SKj8xmiA;8~e|sQE#ZUH?5)QVK&qa$0=96vLya;+BbvvvQ6sF? z`6;?mgyhw0RC7|1dP@*%adL99va*`5Ci41h9~I-#Nf|xoA3pK9y(jbwkVpuT8USbf z_6<+KS#gdCLg{Lo zzE~2bL&Os}o1dOVKxh4?L6?CT9G|traDMCS<}feV@D0Mj@k6NP_Mep<3c@N*$AVig zNE(%R_1b={ZB;nklM6wEs2ja+fOoM75>{1OAab+hao~2U#G8SDYCazL)mxJsfjd_aU5`;AFEqx5*T6?Jr+$F*1CdDBN=^;W{PLYzDC5o8LX645I{& z2Q4oodj5X!Iz*~L=!$?A{fJKmAs}xoxKq>G$J~Er@;OaG&?*!+F)c4Ugg~T5W(Z5j zaXpyAtTQ6R(^TueC02TZIRX>W|JScyYimR%CR=1}VP!Bs3zJnd3`MH|ZB@p0sI4o7 z7Tty>(=YWTqSj5r_IU=r!g*xh<~*JY5axiahPcUxA;MXk z5G(55q2+5M_yeYK*F>DRgx$pW0n#fCf?A|hR7u?Mw3m|1G1)q0y@tsdIkH6{2UzF5 zpdKS+sa;!;6oH_VzVb63QJIylSCt99OM_mFO~vudhUwB*(7g6U zT#Yk^jb)IS_bBe*MPp&*@dsEZnV3#znjNiKVS4cpZz$o|83^nN##yJ}mzNn4_Ki+W z#q)n`dZDuyM)_qsCyY{7m}Xb5+(EuuXvIf~oV}Y4vre-?jcGb*CwYpP>lwm*?TYaz zSIX46d{xO=aV%~aQocF{Y zDX;b0pE9iUj?caGPNFqvdDyVb0n;zdXb>_fs<+WT@{0wX)ac2qS%AUh%i~mg}ujdsW7dlvL6znT=~I zuA1D8&k7L2+-2#Gf?NkU@#CfAjAj(9RtJ?eHUBV;Cpmye6}AG7~Uv!*uq?P z@b}U|u0XM{ZU#s6z7lG6wA{9TxL9L>^ZNZJf{3HdmoKR*zsvRb^lBU@qoi;e_z*0S zxb$P7B`EAGs3_X06A;L!D_w7W?lku93LQm`_Ibb@UiWIIOcs`z_6x)Ry008?gUO}oy~e1#kHtUIfjq|F zJhM3oW!aM(q!5XmiVF55`__}<2cxOx-gLM7>l2U%(O)+c*?Rx?rk>q<4U>X&Yv#yp z<>~>pyv%E0H8f;I3am7%hf_{}JBs8O|KuU~V7|sPYVVc283c$N^lRQLTzNwVYC~9F zLxtauyga$}4Uqi`cfoN=J7xUg77oNbMduj%m(Fpx=#y8#tH8su~b!jbLs1rMH z-yZkI6eAAlw%*-5b*xg{ibdj>dQ_YyjP?o2- zVPDM4P6*^Ugxy=bnPrBXFKxvCllzKDwbMnyNMCN=#|5@&E8Bo6H94)X)5ZiNq24a0 zlbN{^&jTGIwyDydqR?rxj+S9QUP?+hG$5r3EqW^?Bm^R_U_H3GRoRk)s12c$I_w58 zUAO1edCHa1{Z5?WDcwD3@v`|7J1%r_zzej|30IYli91QpTT6hpwY5<_UH1W(NSmo9 z${hF}pd*2>Xwoo0Zr54sVdk&pM|FLs=#%g^l&DSygc+~|TKC+`3oxG+oBM|~kP8GX zXxdE897*J!0s?^7*4<-&BoVvWU}8F2Z9z6MF@~lAQuwvFS~Lj6L0nvjK^*q}Rg9vT zSik9Hg4J)QrAicSdTVRNr;dvLtrpOg=H*mNrXzcR{`D`-1gy=-9vUh1nl*CdUjR)3 zw^K0V5$L-6(`y>FGJ|0n(Dr^;JyUdsH$vnqRG#`Q1E_-&izv+d(=a2M3Iyv5ShswsLE zxj%}xUk_2~-!GV)wbTj`fnbqf98^;sY07$;c=UHIJEoGBRD3q!_ZeJURqf~6v(q!J zztH`gbT!?_sPAk+T8GLF8()oCTm!HeM}z_4W4p-fvLJ1>?+( zWXX4zVqH4}UlQ*0+(~Phn*!g?i0G9@K(zoFFjD?WOg@+MAk5o_0{~J-hZulu;MEdy zFCQ2f0|PRf2%~((@k}n4jBxhI(0DFuPf#O-U3Ur3gmH#^u9nask}d%E94xh5UHKke z^`k~|AxR&z=VhnaHP;=?vT?}Cb)q^un~B1IO{0fcF7itvuiL)B@*6XqB-qH`{M3az z(qtkxGfFqI&ERqw@u@(kY;;Zd)6ai? zJ)}=F`s>SWkG!dlk@*G@+p|=|T#K{!fg!as_r#EXQ!d#e5HPjj6?*&Dd)CK_@LtsB(JN(gpseq z5RmuGFrgrA*b7a|^g6VVGwpAiQqI-ECC1R!I#mu2g{(NS)H{fKFimqjizn?D1_bRs2iatS3qS7PE%u;Kl6pJ*b==klx(f3TYW`ZT7&b?3^{!wMz_ z4Sg~W3&w57L;LTUPYYRP%&r6>uR_H8jfxo+D+4Zu-~7;Mf2-2)s!}_G*B=q$4=pnP zHUBfdK!Y*MsYxC;lyRlyi(tpU%(=$72MFTxiH_~{_xJZklj~s>)UhSVLMlPlK{o$1 z4lLNH(9vS0(fc}`59G)DfgTZv>lio9ycRWN?>aD>@nvKcSu$ptwOGJ5JUTc$1nUO! z*z4x!g8G-s%ge5NGi}%FQQqgcLbfS5HwW`JVTvKJ73E_dT((JW)N=!nXSTB|&&zwA zHd0O5cm%t9+>U+R=JVa)`-g7dd0px{kMMx>5?D`H+wbypU1@I+3}?&Jnp^hjsq{Yt z%&3h;D-Ca+y--7k6ulIx*K4C|3?V;Vtno^HK?!nw&}VOEb#gsq)l0;A<6vJhjo=^9 z@@g{r=-6qnpFangS`hDYK72@#HwWxeKI0!!Ck-7FeF6bIDrSVlb9vbM3UW=kg(MgI z`HU4$1nLLLWrHD}?034E>c6W@`eG>Gr4E=jHxK_}62}$3`5R|ff?Ean8Q>s%Zz@qa zUVC>*FRQO%G$jXT#(x*B`aNZv@#DoGwM!KS*bqH@dmvD*VPovM`5y=Ue?5;rk{pe=Sh_} z4Kt`P#5>7kw@;Drf{j%_uxJEGDC%Fg<%4 zKptTU!dKy3DbJ~{)&*DMp;87E3PlLam*v?75~M;^ zLfD8QDL#vd2+8t0jYLi{iY6yRv&Q7ke~BLlcQip<^1f+J)x^XEY>@Rc#llI@_jX)v zx5x9CHA+Dlk&2~UYI3G$j{;eXy&ad-mCpSfTT1g#G03sf)45W`m+6vtXc!LFCei$_ zU*eF}Xu1U15OV4f)V|3q#X?st6QaN61t8RbWc)OP<40BRWr&P_Gs6-|`4 z-6fjHF)+cf9SqYUuVRwdi|g%ImKDt-Y5xWg^W;M_?YIezi+*NdvS-XN2guVc&`={1 zF||g@RR8YfmGdwc$zmtO80i*G0tO7olORFP#6aZ)86)7CXL+ngJYB9lE)XaQJ8net zMY0Z|a+aXi{ZkfZoD5~9(nWuKfV2K>4=iw!GCY7-qpn=*vMmlj#Kkq zuKTCALSbG$Dy%aKDT?fcQi|9%5GFvFp(2)q zBAJ5Lq3$8~t3(=(F%YMiHOoz(lKJ0X?az0`tghU(t(d?g-1u}!L)VE-2&Wc&4Rw*m zhKb?}*77A+J?A13%JDCR5{%fAOscvKf>P~HLT!4t2xN4IZ;43CB22tUtC9SV?m%9$ zPDkOMHG+mM10d(J3*gGdJIjB}Q3lDL+@m{CjY*ORk6MmkPED2V_6pn;(EBM}>KQ8WaTSNmYs}K{ce|(_M+!5)RL@&~ zH~Z`X@mR`+6;Pv-b9YSB`7pwrQeLs+SW4w6v+(L+16|XqE>Y1S;ob9{T0Q}uSG8D@fL-0)-U7V-W+KK!5R7ctxZAXU#g5N13(QPTW+22!Z>`cP z`)8Dap)z2^{sv&N8*O)_o! z0dk&3XO))!M7R8sBq|BU)U>pXfsMwu=A&zCYi2`%_ejY zgAtw?t2%Ldw3L!Q{=k(4I4BRsS}iTZraWIvP5*-0fb~nBH|^l)D9J^qS|-F3jLPuV zUFXNghqc02C-UX)u8yc)yjU|c*UnA6*a7;=^<>tg3y7k&>RbohEsT#lPAW7!?puiJ z>0*|XQCRJ+SkC;X!9&kv@Ft^r_P(=ez?=*WvB=h;YO-qD)#<1f|MjFS^jn|fxy&FK z2W=JrBhQV5nN(Mj_xx~EpE#PSfrhGzP}i3&JYe!nQxiI2*ecglxGaQD8uK5K8aMD;Jp$9Q}oKk)yM;ZSPbvXA4cceggK+v=Hpeq5k<)J=W?EZVD0O*yb$OX6OZ!p0 zVa0cAS6%bnD~m~d`s}H>klt;L!S!HUa`%Sgk=vc~2vrh|=k7e*&TS<-=!53>-XiH> z=a}Srz6{%EqsRWkNQhCS2FfYGCt#k1%~RvNRY^?igP}i!^okpg^;7+Gil$74L37-} ztuwHDY=j$6a-Mg4=BF%Wv|{wCh{>Vv;Twr5g&$CCqa*;xpLfXVTA;H|9v&DjVTF)Dcte8`#O5rp~X~N9dNB zOFAR6f~nqQ`y+g;(;3-1v(a#}!Kuh|1z|N~Rnkx}+*bW66h%~3^vGzN1;7+1!EZ&? zDDXa6($M}QnoPgP8=xj)qi+Qix8K3;4mWVA^|4KcU|K99x7&IDs*mWkT>I^0p>OqX z@&yL=6xLF_`y<&~$k$O*={*kg>iN=g%-CqQ{W;W(Uv2slsT7Z5?=YS1fTCp*(RK$$WJP>XZ-FrSpCDv;Mu6$^fn7oAIoq;4-F$SAm}E&x z{Ub5*+*M0ezw7N!Op=wWfN(wnFv+)b!&ntW5H06v1%u*YRi5icq5EfqxZo;RQB;rg zX%OR~Iyy8)iAP zaY*JC7WD1QD7Feq#A`3-i1ED^oqt#cMl1 zp{R;XOCl&}zO^~GIRtn5@r)crk{Ypi#`D$yD!$=J2WBfL-*>%k9je!2iEN3>5g2nX z(=d^Y4{y}%Cf_(I9I=aY5cG`Hra3`p#;_ay{ae}3@2R^x7~6uR&21T-Bwx663b9Nf zvE^TPgx8Lw=-Z>&FVx!tc}?jB0smV-4R@!CK+@}fW~krxkiE~|r+=8~3$x|bL4#L# z`_)OTmn=d@hWqk>=(~$4C68A(pYL+ShdzA|+hRogN`P;SD=k9XTjJUg;f3=jqoOQz zRc#Lps>&C%lwd->czuBwf~*soINKi4Rw0>4Amqoh^5v6d^iA*2=fJN86-*>+E5Vx= zb#Cl+l)D|j?SohyrC=?Zgv9GzdyfxngQ?60E+lDhkUli&Ui!3uq}(}{t+ac|h7qJ( z=t3H*1isV7tij6UWZr?wFRb~@q+u<*Z|@K-z`Qm930~*pQtn{3Va_DB?M~1Bslo4# z57G!vTyk$)Cvso*oGoiu+VomJAGUGVq=(3l4apIjT$JWB;O?m|MxsX?Uxb_tac6{h3uZLS;xbG% z>tH#}yZmgMZ$iO_n-cu4k!r39!l!7ic%tr6$VS9&YN67NM1u_QvnoylzGrT`(RCm^ zHngQKl9tNOCW!r38$A#=J_-Kv;b~3uJ`A{amlqeHCV`3hV=~=`_eUUo6&4z5>g6Jm zb#!n5Sl&LE>5AAU0H!w3i?Y7#(kGUZlNg2Go=&NX-juZ8pB0>Za67KnjzO1?f!M9Q z$PjOV$kfR@EIf|r@|Np)?oa*9k_Dg8+{aMskB}gn&o8RZqQ1Fh-e9L|7MjMR6tsXv zmt=nuYP2q3yc#5}GmDrZQyBO)(7*ZxJGx7g6>7Og+0AA@0W$T+g-(d2yMzvuV@5F0 z=07@5FVf)De#&k9&vw>w$9-BF`y9`o`S<@>OvT7>i_3YzKZ!%5w|(rNt@})sG2xUy z9};-L6G{H7zW;^5SK=wTNsG&u0Of7^ys60eBUf1*I4=mTRI z=`9TGg*e%Nky)TpIi7E;K>kTWM{QTjp=0$1VEU&0_VDSJenIW~lOtmyQ+V=Ffyo;L z2y#(fNd=49tQ=Ezht_f{*}=%Hm2Z{6sNjhMFZZc z2$*umBwLhOR?QkQzdBg>7fQp&+tU7A$U!5^5DW&-V__T7?pXrWn&tzpa$m9MnLi4? zS=~sF{u+6S!NV+f_#5I6l$-X4yNW~D%`JEq$IRfsdbF=JId3I{G4m#xaf#1k^HoC@ zeYqb-)Vm(6HL&r<`;}LET}xG;(9Qc0?5h>;yg zBZvPOu;ikV$i0HW51-B^vv2}eJ3}x*dj`yPN|+&GC~f(?V9a}yyQ{0KlnG4CY2oMs z^dMXGZ!C6PiVDS_*E74N#QBSPJtbjTtGN^|@>VQWZD)9F(rd{n*;n5rF!16M9|Di8 zCj)+qWZ{m3JJn#NT5NV)(pA?Q`b$EjzTb3}t26Jz(T9$HA~}VRb3&r?$g`pCS}3IH zT{Lqcj(Cp&mWa>Kx-s}w2v=9B5WTp&mH&&XV`=An>eoUiARV_$cq6Gh!t4*>;NwGs z;2%$xF8babfauNtadcJzRdrhwK6Ez%(k0R%-E|N|y1TnWK>C2Bv~-6c-5^~*4blzL zEfRus-R0#0c!RU|UVE)M#~9xfaN9wJFct~0(}Bv!t!1^%%iVA4Yn)hX;PaER-xdMe zuY~CzlsevHvBOdOqweb82Ky4s3sr*5kg+R$_|IL2&5l+!2`GP#es}2bL||)Z3k~;m zaKMD5u>g(*3G1JL{yXgp{kI$jlpQWFApz$Prj?iHJvlM<+FH!X3+o;P%!nHlWN-ie zG2f8Gj?&LdSEiYA!|0|nb$FK*L2I!S;e?fk#`EP5A8nq$ZT2cH_PdoFAvaz`=QeWz z2&Vg@))HyOBb^atbW;8?it1nZrs5SoM-%hAhue#Gg>ft819ECzW6&GGd05JQe7Pd` z`!(UA3#j6;v9KO5#GfyKP4Hg}W*sbV$FktVC0)qD$!|m$khu3sj!u1Ml%IB^Qi>vF zlOrh;8b#{LcGkKSP%K!oq%8zjtcm z(K}^PmCYO^(n{7>CViFe0_-P`C*fi*J-N^DB*k-goZwfNv zB|^A$Ld+~{H1I_cYok1A&G}%D{T@YntHD}HqbLh3mNBL)ka8CV_dYRsPXgD`0S}HG z5nxeRTwFXmwlpus|Q1OthorQsrhZRV{`wPq- zJ0xwtz=41y%!=o_|HklO&p8Ccw}BH!mCO_lvgr1HXO0mhu*qdGA-*`|PE-QCta?Ww zf4UvI^`xBM*MywjKi|!Y-2xE6`c0WW?!V90syVu=VgBtEhIlu+Ouk^1U>Q;91DS`s ziee!d46p277`m?^6^#=8YU7KT%vgiTj{uJ!Bs3q3zoE|cWkjGt8LjDbu!+mx=A`y> zC=n?_m-nQd4aKfNg7UK5*s#fof^3ZZX(+Fxsp%TDL;bcQUo$W;5Lx1bYSYuh6FgB* zPXV3Nt6dJGY}JB)|6bEdd^RzBMwfuIAp(E`+>$Z3&Hs=DZO?8&r1lo!^l7{6iR!%? zx4o$r2WEO}TicQqZcX1SF3lE$6BOmQvdYyIFZJ5obP|nPDxNbMS@QAb_le~lk+Bm< z^5MIV1mNKC8W<{h<6{{Zznld(lcV7bagJD0cf!ReHDN{fPoSmhvC3x5W&8|{2u3!* zoQ=<*I88}`+lMRyvWG4ksY0~+ze;jyN_EYAY@(okf*Up1zPiH`IBJ1;B2MId2vjXk zf0dsbJVFiFl_y}ap6dt_ryJ**WL{Z4lFHUoS5l6iZpiq z5fATK!C4-BJ?J_hEA1rZS$TCT#{$*iYc^>?u>T6 zKe?!DN>l&4H&J{D5^J~PUIBaDxe3{rS%w9AmFM16P;fxx;pUcxg2wSn;^91aixkU9~%FHo=-?BEQu zS#ct_f{Vb#nz;D*=S$C*_e)#UJJr@43Ry47Wc#Q@edX*$>;By*x;eW`53e=c!57qS zQUi8tE)=e@1l)d3IqF)Q487lzQ+yxCPFN< zsr|wAk$e=8cYMa%m{m%e+ zPlPFMs+I0|ul@W8IYV*2^bNt03*P0fIZvXVxf?jrE*m91wQ`w{$fEQl5fSq0cMACHnkx z3d4bnoGQCy&TeHMoBimNp)KnbHc1UB-AO8MrMaW2BScPsr3eLLqTNo5f-A8@8N-9a zkf&Pbl^}y)>ckon{IB$SH-WNxMi=i1?z|#)X*EwVLY_9I_PA1 ziVQC)C@g7uY$54zSL6cc@2@+K37%hh|NdCu;`VO+`m}lXZg=! z$jwi8N6&}3Po+&wsYv20kmz6w0zUmky`zc1rwd?r4IIWf_f5Y}!wRM@NqTQBJHcxK z(K;;WJAnjqhhO8u)Jhs@XC*jN$r|)3-3EMWT5@kLauC83^)-$@%RTB?U$f9x9C*JegcNx_-x(&QaFtzG3rYz_j1R_JbvOW9O5 zMOIi!FgR^TQ2GxZ9d5>47V?_r;Qh;v1!g$DIy6WnGUwKM%gYK!lSrxHOSHFSI59m?A@}64X_lcS@S-$-x zDx|D2Z=zL_ECqxva4K4nVMFn4oe*+F)j;Nsjiy>|x$rljrX5XEkMVkoHSI66Q6UA`=@ zEX6QcjdKVapv+_Z7y8=r=I_O>|IF+235pcP2RPdkV!xy zEZ)SNGby(Vjw{kl?wM2>b=-meGwV>}SoEZ)WG6OyI8s z!R1B7S=Y^w%JQn!mS4-+#W<&e-Uqs~=&D`hm=e&f$D};n_3JS{xq?cv1xlYk8p4{{ zZJbpSE#<=O@1j|$NOi>uBb}BSu^>4d6gI2ydaq9FSt_SU2InOpzS4ruXU72)0TeO-XBHA*MhfF%#{2 z2}PQB0o1Pb3Y5j-VZ6#?%njhZygFGOwVsl9!>T<@PhDInYzzQlgg_v@1HhW7^Y>OuZ4~6}@5M1CYTe=%DGsDt z?A5rr7$4ujD34VD)1g}vFU)?s)lX_36{0WvESm&@NlE9RD*WPN|0)-2ZXs@NSip5e zQAeq>k~&21GN1EGnASJsO?q^juvw4WWi zmvMjC%;mo!Ej1(#oqqx4ySp7uxMA)*N4ymY`wk#Q|BC=QJ;(slVP>Xz*}>t_{#@ig z(ttsx9BZg!2vY}NW)dppd zTymdd6U!~HET~Jq_7mx9j7vhh{i5f6Yclx1D|L{O%@6ALIbw6#P$k6uJxkeazrcHT z5IJJ#QVwRt;|03R80biCgxQkTgpf!|#a2deiRlH@e5>h*&ay=AN0uvNc9hx; z7DmD((B$!pVK336wx|44@`5^Jnz;_2-vvm*vh}M)Kkf(=8(8aEJkYf?zVa`#`DE4m zMpSf+aAKs-kidl(a?$4i*6;WmOv4l=dL zhAcy?ugTAxH6;yfh2P3Jw8h;gKQn(*5_2^Neh%P%aL27B2+O|yf*U)5`T?i>1BP-r zqB=~}-l$!=>K*6?fKXh>2^2ifU)**$bPQmvptPvs3YYh;PzPYbVUpHTB4d&BK+X z!Kd-PCLm3gBpn*RFOi=iTiHcD7tqG?|q4h{4~*gQUBYoFOrLw^7CIesEG5^>-A zk;0~*M!qyLx)IJj@TXH&5F=feb~EetKjO}A??&2-i2AO@IY^!C6emK>Tu;S+EIkkv zj9}mOYcVVFVcx~PBm)^_0k4xRDC+laaRWdH%=F}}p|kloiSEM|SdsemmWK3lPQUdv zyyXv6i1aQxHFVp)QS7y)1TiEU6Nhb@lQU%0h~v-5*KVAKp2?vfd5g7)xKFW>4wZ0! zKB&#Ixc*TmoPIap>9*>G&CNsgT*%YnwDK+dd6TR1a%YD=H|d`zb&O#`q~rR^PYiVXBmB z^xZG9TH*_Ma>6^TH#~JGfJTgka2kbV4a*mAy|yYUIEh$%i4c0MKZ@f&r5mIiFzM}yM$&D$ODap2{$?Y^gSB_xx29NaPQ4XGH^tTDA6hheiZtk{~ENKHoY&ecOd`7-XEFwrwSIK+-ZY>^y6n{JA{Oo_aCt%(;#MjR?GH z$aTf&pU7C~RqI3&oOBIEH)UKR_O_{(62RF$vH$Sf#CQO9v= znRN>3gt~-SEQyftp+^SMq6Y7&Dujox+Q-!`w%Ks2);n)o9T!eSKmG+kA_N2kg)N0$ zKNYInxUt~erB9Di@}>WJ$Dlkk9otaLE1_7j8JJau0u#^%mdy_cXp5`oKK%u?^yJkU zKf5AtckmSy16$Dd%He*mIwX|cCy-M&nqcz<4=34?rc`@lZbw(GmLNSyRx22JI8oAoHr3>Sl?ADgA{l2giFP^7&7U|HZ#Tc-y~m-l_bevEH6@o+ z)Y}WNEzu!I`!!_IgSqv_c4#|_;Xdt+t(rDsbk>7(2&%5r{FLj!3Av zOwBmrvh*b&=+KOYn$)4&7|2G@b>}gLv9|+IX+RqYsEF9uZ|2VHAi0fMV^-c5-N0e= zuNM!(hDyrHU)|C3gtgkaV9#%!XbOOLYK`N&?aVho36%Ew>53vWNYj;6_m>Z>?}OkT zaVI?Pja&cl)7Il}M3@jIiN1r|s1J|dZ{o&(^X09!zVo0LcooQ1D9P8rs7DsN!^T_u zWuVBQl%yMb>kjeuHI`RW#@`_$dR!{!Bv-thxFID~c*NQo+Liq@c*2#LKUC@t&E%h( zJVSJQJ{dP(ANyjr*IaKT087>DoR4OJVEWIu2^`%3sOvIX4o)-mgK<>*g%ZH)g=IYR zZErJ;9CdYJVPS5r(erp2C*bT;^~ZjepAX_39jsgkvv$0?4|cK-?g^`=!ru)p4#Wf6 z#)#pDeh8F_>kd7tpjc!qiNjaR9iW=|I>EuTuyGn^W<$z&{(e>s8k(=LM_s}Vw~_Tj zIM7_j>Jk0ZP5IfLu5jnQHwfy$cLjIk`I^jlQLZa8=f5EeOjKy#?I6{2_Vcm$v8c_t zxci$R5O8lZ&3E%t5>BD?6&D8`(+=SEd0k-O$yC&-pK>#F3CfGxpV&{Ew5lY0V z=BuvaQLGrW6A{WhM*q$J`Uii^{YFcqr8X6>$N2FN71+cbAK8hR@Q)abJq#0gs}0*c z{kMU^@+@3jL`)0_O6vjhmHjD27XO@X{1+21X3u`C_5ap(!2GX2HcEtv&CUk;Xi^ij z?H%bBHDn&e2PeU_?dkd=KDpP-o+r;YQ?*tV#UN_Qf1su3ka}*_lK4CB$J|Z=3=$e1 zeRZ{XC!oge4T<3v3{@BjQZi`;m1kD8;* zrZTk-a5YsoXRrFj1w7B{eQ_Mu+dKQS{}3_}Q>?c?@b9f8a$qa+aK3<|&Znc2bO|Ge z6P3ebmf|%(m~N`UMCrfuN`T__+S;Ulabob;MB#HX?VvX|vj93rrRE)D?qA zN1Zg3oK;_&`)^vfsN{q^LY`A5`Yc(6^jfGD$3&8aR_xS+S26x_gr;c;SHDg44XmRD zmxnyQ3}o1ge=mGX@7w%#R{Vno)jR!R{4(zjY6)-WzSjx%JZMcn@#O4uMjgciCsw*H zb|*w|tr5^najS4!Q(3z1+q&*As{Np3EdEpjUE;vmteg5+#9xtr>_nF zxLS7_O6=v(!mxMKFeSEy`WesQ+=DUI5jEbM(o(T|T41Tlb>l6fM>Ab*E1hnS4ofFz zDlXl3w00Ymu%`K zQX35wIhyLl@0CgPUlHirN}AVj^?p%%Tn%xr@&oHg3Y6ba!E>g!ZpyKf_0=%IXV7_O zh4!JGdXv#IhX&pmKPmYxJv}|0`d|OyWeMX{2UPB^^G)N?LhjR#M-y|>ew1WNb-=3S zEZ{VQZ^E#5AuO<*#GlQ*I*MWysYROiXcGYz((r@39Qk%%vV!-PT8r=E};DtTHzCfSB&06`fLc~aA~{-vor2{{+K06 zDLby*#80WT*mcGVH{lrP(V=V)?@zFY@1*eD>XMtk&~A3}*bV4@NM!!~YJ3Fs<5=TD zm0nXM?7QQd%f9{E?CK0)+xf4bG81Mb@a`uAaS2FBpfCh(=dtg^?|TuQhCAh#__|r? zi6S`X-Umy(AaY@tuz$*%s-dEpVtpBF5&e4KTN%&M!HXsnt)3; z_YL-C0`#(rcW>0sS2Zp0NYTFh=ugazMK(y8XVBhgVqiH4x31n_l%NRuz&;<$nn zeGK&w#b~hU+*1DH?7i@u|IG~13nyraPU?maE*NSEt+*wZ;jK-fuUUF$EaK{UJm7dV zUu|4(eE(KRP%>W1ak;HwzGy`kV-mEUH}KJuRM4wy9jG)I)~& zuZFH6%Q_B79c-~EdeA1)@evQXlCZG9T(W!}r81PfO1=|@jT67bLL_S}Ra7BcI6S{^ ze$4?7i`lX=CV;19rlm-)Qnhrt-aS^W39x8SGx7v9grzKs1gM>Rbf1Ol` z2J;Wf_jz#5S)#u47Po%3GXF`fRL6LIW&iwg+%OB65R2b(*j6sYvLfWIos6%Y1k>^E z=I_m`PV*S#acY(bJrMLu_7T@_**gwvFRl;-QB+v4ej!#a&sW6TwIKQehpW1h_~H07 z_mFCpNvSa@xwT1j$6OgXCObI$4Qd2_iWXJ@DS!e|a^8>xJ zU(6#(ZSluRJ!J)jGa_#6FmpAlo{2gt$8Sb!p1qje zuMKsTJG$QT=YDCQC~f9d7Qy)HL`gw)pPwwSRA$8WmCy2R;j_e3pea4 z1qDkOFtC7=G&?(+Txqax%!zh9`RG1ijEL4Op}LWsD9U1@!D6>taNf8KnYw@lpf)%a ztz12{0pudR@&vxcZkpAP6a(l@8-qFx@Xm4uI9pS3xOk97{mOna{+we3Et=ASHA-J* z6rHNCH--uCsE><>N{`qR9M?U{_lra(>XWEkfwQ5H8q=QUCdcb+qo-28iQ#Q@Q@e|2 zrCF^Gu#9F2)&o2M$g-$}_jldgc#{cnxczZ57lVDOuG!8d;QSnS@QMrO`+ETdazOTf zQH%>$xhw;5VO6ys{KEU*aojqh7~W$MMJCx~rWwmcEWvY9oN?WYuquni&bd_B!LT_@b&o0+L~!^vDA4dkVC2UoWR6 z?XM!7>E3$5-}X3W@;R)x2OT)k-c5@K=rf)E`y_FlKYnm}-#rLGKJ3+t8d7|X67(?- zCph?wJsin``qe%m``VKwKo;1~I#0tElxzKwii7q~e-S4(70?X{aOkyzAipLg>rIWYl;VKJ3svqJ5GJ? zkKq2D64e9aWGzV*FtiRxY%|w8>1ny{ddyg2^FMR#@*PQCd2XH3n!!u?Z=k8V+3F5r=M;{P=AFZo!$*L-~zgW5}8fh z9Wg6N!XUv6h53ZbIcxuFO}~M-ygpiM>Y{|4IaW*e$#y+CN_<>O%LmSDT~YqE4>M!@ zt93_VhNVfwh?)@ivdZ=EM5v#+-6aJ0c~zN+dKUBOv*~E%uLQNA4hVFwrOE$esiTaJ zlre6@cj!c4OjySX#0#qbz0nLUqC8S75?EPWgd&pYG}0_I{YOGgcp24z4Zqztn^Dzb zMMpbM^gh&~H6TB=Z2%c@zwK24aJY*pHNHJ zh#TsKf)DNw0l6)whX#}d89aEl@9bqjg7`mb2rO6hadzHur5>RJ>m}@TzhmPEnjbx7 zX8o<75q5Ivx(l6J?r?TgAM|WpW(6W*1_DhW;^=3I*8j}0cJ2B3=f|)EndxRMPGmEw zjPx2=ZujfMDvviY&&O#hwk4%u7@dKrwC5&;HaP@m9Uua&4~@WgLUul4Nuk7|*N1=xYcG;MUG zyT6d&Wcl1LAhmrfwq}o2clNRt%k?4HBdaY?+@sY&GgqciR zPsFi?aP?LgiQOy7oe;l%9vtGq7R4Q_jO>JTQR`{Asd>ZuXf1=ksqKNlhP`bMmb4G0WJtn3Nrsjfg!tnztRhVY!dQ(wzz$UpSF2- zcF^EKztXJx3 zpg{5{-uGBzCdR`iCyMU0ymP?mG`#c!?m(;{zJe5=T)qx#ihRF{J^CjFc_hh6U~+Yd zFqgVzsir>@LXTD*#9)H^xx2t_Jk7TY^`Zc5%JV})ECyWSEz-Us)T30fr$#kg`u-4`k}@!0Vr zk})Iw-r_~lqHC)wjczhAa>|N04TA|J7m{xn;$EXlxoj$7&I$CsD4*3eplcY2tfVhv z~+5LgSRTm05mao*`I1d}EL5v*K`MH2Uehi9x|bF=GX z2544?m<}OVrPXY$!Lgi@+=8K9x=dh(SC1-cu(t)4&X29R(QqU8dn~er=sdIO*BTKG zACbXvxb6lC0{)Qp9<+=D*@(2s5L!W!;1hk2x$xh0ACW{N^!?=i3 z|0DZK0$Vt%o3;t@58i%$037FD&kZSTv^xIn{aMtX7pl0dT&kxChsXSv&}XDsR|F9% zWf*3ss~xPz%b5JyYG0m3)<-M05O6Bx8|l`DtdQY__Ud`_k4;ECY@}H^N$GkrTp4Y@ z1%;0+HZwes63}ymLLe6%0j4H%WtyfWV44}oXTf!cVI6T8=CG%XDn!U)chy)O3+=%n z?<&kR>TwDQk=lv+1hD45qY@7Qovz&$1EpYMi=HUUt{)ZifdAkGa#`R+J7cTVfATBc zuCdjpf0E3|6_C{40+2e|P*!kg1o~XTOA|9QGaH*B!zKcJ(9!+`~8%1fpB>gLDg=ly^Ft;p8_ z0)pOxyWZsUqf_jtCGWJEnI_bsNn;<;6GXQp^qAzlJ-rD(pd%QvNkcR#sDGIWQlrmT zv0!2w2?)1}owUeCSyQvuDjJioeTNtRyyvdkCL?*JZhxru$KPx0 zstv<-;Q#Q#T9OhI78Df~7Hzbe8_D!Cyaty4U39~8t?JrBW40G#w#4=I+^Me_fOYq- zRaiM&D0y`EqiovueXCJE_G^Sib@f+RyxhaBn!R4@-ZNoybnw)W;Q>zk8AMhhc-zWb zi4aig_bEepz*6PnQhio`ENR&V06d7x`P&;L(;8sFIfoPFRDaO zr?KNR4&>tj^^1=1Q2RSD=@wk z==i-_-KP#k{clC_yvlK;-4tH*Ra?T#UlzahvrAzcvHackF(t-+{c%qlr(*fT$JIm*jdkS~XPXeo?ODh`I>&JE9Oe?l;{*SgB0427apJ}-RybF68PO$P9j zCEh54T>>XLjBka`+f{o_Yrno;hR2I+cPQhW6mB+iap6P_1{t@o@OsdWu|x=?|Bq7y z(8~{&>K7cAX*Y$6)M~XV;Uqv#m;9hwtNb3DT&K(F7&ynlrv^MNhQv)I*4VI(2{Rpp zZZc!<3$XeKlp9np{j3;i87*lFbl-nZ>d!W$M~IG%by}>+-&6*McJKvq*->Sl@Ylf!?cS*V z0wccWY1_9Qb)PdqMp^@gGe9LlP|0v)5y3^WGZX+rc9uc>1qd3PBAlG@V^+X8Qm_8< z)`kA|0p#r;R&WBF?T&r0H8;}6I5ELQi53HZ5d);VYQ07`3yc1qPaJ?S`Ped5pR@1E z!#LQ0^d=HGdFD3SQ~%5D9tsiCV91N znxZ4Z<=5;m7{$|r%rsG+G}?JuDKtR3^3WQgs*6Qq- zZ1@Qw&!Kwc8VAsTy}b4>K;(DbFQn(%U+mt;)AP!A{eBHYHr8pmju$f+WQS=U&0KSO zua^wn4?>COD|FlZ`akdItY4(?cOC9T5&-_sm-?VvgO6y}&%3^B8f=Pfou!O_Bdg=z z{)Ot%!ZR1D=u1bMMeE1${Okd6XaX{R)&G-SG@^oR3U@2c<+uOc& zw)Hr~cl_^T>fO=HJW7sNRZ;LXWUyBYp+6hvQ(v=RT+u?*&_#=;0h0Se-VdwSXN1%? z=s`)M{v_|{@Ls>&bJ>Xh?+s$BUX`Y19fL|cP%F_C}xQGZj#RcHHy48UBBH7tMTaV}j zbVP8hCv$EUq-IT(uM^NL)gZaXP(0$S(6UFtAvZC8qKgaoH-B?~JkA?^>g3LHecUDR z8bpdk=eCj#Bh$nbww6)-5keiyOzIWW;b`GDq;TcFiDULoO-)%9Jc8(+8~qxX1GTaM zi4Fv#4cHRi{)G&MeeMgXc3tc5H>OW2u;1&3`bw)0FH|(24VUt|<$O_`Nd*}5B7EBT z`4Y}uCP*bAb+EOz-#dF1%7i@|)T@{RDac>K^UV~!a8tHPp^7qg$yplKgKHXJh<=wFe2Z zDemllDx+pvB*;Lb4V6aWor>XK{X451;I`@^3^dZiMwZl$C#)uCoepvsYQx6;4PjKd zcH8^Fo&QiEHh~mi>xakVcU;zZRo;s%LdlCdcs8A#^G zJqxpAyKF7!a+lH~;aVq%bic7Mp&Pml{2k_)1pE)j8j zN#@`b(BKPs5&Twa7Y<1hVw%S*S@P#UXzgTzQCr=9ZrA;PS8T%D#|o`|TgQkCN{vL7 z_LM6`@jGpF_OydBCSTv7LWW0wDR@nEp982^!{X&g;rh}N8summOjWz?HSHxqco#K(UIpR2k`n$5MA4G3-o~r&}OA2ZB+rA?g1P=`6IjHtL}fuEE{m$^fdMgGth2*_T}Fhex8cf*9AYB7Dnq6+dNm# z&i2J+p|E&)Z_0vGU)HASQo^q)JP9rixi10w=@0&SE5m`t$ZHCl0zHX2<}5Onwfk5K z|3^{NNqD2d(14JcZoJ?y((WDJT7w_mVS%3yg&Nqu$@Lw?Zk{|@0)ZYN0xnV0N5K;V z=o&{y+j6{X{%-fjO@PAt)NlNNv<|>ePhisMB~bGQPFC9{VhjZW16VP8sWJb9dDE02 z@iIKx72$_Sl7xi44$h13apZTtZ_!>S;@4_sLC)!KHT@0!?DHOSAmb@TKUKnp3`i6p zOzS_Bxn{9Weo>w!?8S}>fBnR#in~n(Z4g7-;whb9cK1twZ2kW3sgLkC*M?H4Y9d55 z{_MUlELm={OATE!Nk@GIfYSeH2X1?<|J`fy+okHvx>A=nEs?HsGSIO3K~gz&(Z>Q; z*iB9MMoFHQ`k3ilM6>FEI!{ez;)nKW!11N=!-#S$Mc3bqmFE{4-gcH@H4Xp^FXg5T3cF4ak1<7jKwd2;o~9O4ikkU;mDuAVQ0kF=Xx z{y$OR%KIue7Ij@jhC^n!$&eIk={U(by0i7ymGo;BjyPk6_==l zs~wUaqD!Ih)q2j-ObSFq$CSls3JQdB*?EH*fWCRd+E%E8Wnqxm^VgWYX6n=s$gMzQaIoCk-;_lKS4rX;g=jbQ%ld>MWn z_&y(v*|}LoR;|kouVwzy9_4F}+jW6xt`i2H3KP1t6T*FHT2;Xy;TNY*aNyhp0Cz0L zwZ2@kqHhI`77eAAf0stmacn zQ@ae)W%j8bfYRQ7UvWA*JymXof)Qsx^X9wTdRoKVe11`~2?95_PnvV^qCWM)M zN|Uh9HNGM7CI(g#KSq%v4Mh}!sIa75uKA6oL=p5qAJxa@l4twOoxJGnMF>fc7pZ&) z#{}u86nFm)OI5P=UpMbQAPGe#Nc;p-X%AH8|M58_3S~k`W8PtHd0}BNpEqYep+15g z0c@1Z&H)#hou|&r4Tm6CMovy{09JP2C;+}ZFNi;XrTVejY}t{p_ICRZ+Fl4MDDJBX z*F0uYwyg(@M7*7PGhSrQS4xGZTuaT=44v^)vPS*1C`V{fw=3<>cBP~p!`J*k$xea+ zg@X34;{XHet&LJ^y?@;kOxh)T3ioX0qRaXO7MF(ptd7-#JL} zv9kH--th_&%N&s>&io;Ta)$|S=^wWPTkLviA}4U>)~oZrqZBY#(*yRbm3`zx^{ff; z!DA-@%~wN*bCk-kcUwmHd5_ybU|0yo2KA*vEz#MSr9Ef`0 zyxPt*tASxNC%5kR$Bi#jugS;7!aFXvOlcx%JX-1c5>p=m7J~^%tfU`r7pfMA3|I}2IF7C6r{fVffc?BbRqiAz_jWB;09?1WGJl6 z1w4>qAZQZ73#v$^?he!JCDX$Cs@QIJJ@zsV6~2a_fZWznGci3eY zU60n!NRGIha(d^acG9^W#^HY<3oibj!LEy~sjp4zu7ffBKf&Q3V^8?aMMdAcCiyTkLj^m<8AmG9I1pBDh|Jh#34AcaJk*Z zW5iinDKgN`yP9a`ZafivA`qu@T3OHEd5}{iS}*_kzlpW4k<`^V&F&J77I5|Z>2-jQ*$0O;rx%4P>LkAm7gh&mPupi3d{#3&B5rb@@0+StIt}bO zND({PmfnZQ4QGu)t-MoRy)F2v^?4r>MP)&u2D&ZHos-}4k=hOkx5fC=C;vg6l%IFP z%Ta`keJ`|fXzN;EiPkR`_al9wt|dDR>L>cao`o{hu{1k{#`%EQRXuCA3WGIqUj0|_mG9`X1zfjg zOB2^`$D0-^_1gj-mvc_4I)n0ig4Q@Iie{ELD?%D??HWJaPM4a?Uge0nUxm_rH770} z+0`piwLf898PH%37jANJm`7q*f1euFucmnv9W5?+DDQAupiJ8BYMr1?mY90D&bGoY z0x(^tJ_~IHlTP z=M8r77u{Zide8p2uBS%~ub;JM{hvPwv5`ggQ6oonaTvAVd;-SQMGTbrxWAouDQtU{ zS`T?@=qf8R*5;l<&&0i2ez%_8jSe48lok8n3a4)5qM2B=KChzCn44+{XiGtf<7xiahqZ$Of5t66w<^6X@~$s6 z*%5Nk-XNI7l{kOplO%X{O0p7ei{UZ$nP**;Y4&!)x^trgsAXuTGhT&yyf`( zf<{xw0zEP_Hky|sn?aH3W+Y+qG@<#(II1k8MU2kS(2~U?92kVDpzKoR0@a2B-xie@ zDQK#CfVC!4b9}GA&%w@l^GH&7=ap3j_5lzcx zK-Ch;?gSH>y1>-zY;k|Ti)Bl%_10vrfI=TkvM*TUeLLv1B)IhPyj;Y1A7(O+C5kjk zESV@Oyop}5P)DZNvepdM;M)~MBuq{lnS(79oOKqPUCpIopuzC7B5w>`Sek%%cVxWs zXzI723qe<;3QEnCd05$3OA(3sMmW_a_oj>rWP06#DMv<4T^;D#WSCpqlwfCW?-6RAk(W`KD1B?h@bp7&?Vt{%&^oR29IoGXDk z`re*>X4U57yEpfqNwmt!6>TS}t#-R8AA1e?{jchCcT4=gkAbO!|B4HdyR-efhjX%% z#TK9bcnT#q0p2pc41}+zX3kcY5{%vJd_9vwk=(e+Zi$|F!;dGZWRxz&`bPE*`1kMP zL)c-cnMl1LpA!=ox9)RP3Bl^a$<^MDHSd)NSff|g(5)PlwTrjVel2lj*v$f~HZH6g z>Ui>Ac*uc;c1vYR|c#{7bK=|^lBw_2W-IBi=2-j-njRCInF*R3AozW3Y6tCms`3GgMZ$v6= z5k08Z@k5W*mY85%q;n(<{$~XQc-raH_WM0RaS#s#%`sUhK*r^^_-)=P+B^A-DMASm z^KofMb_#ZN;0J?jukqfeEbP3a+Nr}ubKw`)SMM1RiZ@J;z3C=FMpq50`;SG;9~vQ_ z-Y=U@D5asOc5c-AfvNUVwWJ={0mb}V)pTzJj_ex22HOjh-C?zd5M7MW_C+9K6)!J+ zE-@BNv_CXvDypDrM!SjhkbF{uK1Pa>a(|-s$$mL4LlA+WuSSv#x*%qm+04WPAt@x>Q! zxkZ*&Og~ep6enmuefo5R0dJ!mK75!z{QNyX2LMQ`x%I=2ZjKF-tmUJxMJn?M@j?hMnfu-*TyA0I%_y6 ze2DfSF_~5bu!a^lU4u60#Rx612frejqd7#Ci5oOJ4&(P420U1iAQmK4CPejL$A9rJT8jV7%)M_;$dMOXS_vZkN&O)amlnpJ2nw?b; zVRL(on=MSN3@@y!t}*h77ZJ}=O?2ISN_w9Xyku+u3(#MA%l06s2?ZK$4Kb6NF=o!Ru{mUYG6+zU5u87rg@uIN2dnf-2g_IsV)zv=Rc z`Er=er0#y@t0DFh$99h+0coE7hhW`^MuLOlAQ{_JlBy_@CS(8xMlXtRzGXfR*fOhn zWJVO+AtMlaj!%vF_-r#t3jlVMfVSYva*~*B3?fW3l0_*GQ4w+Yy&?h~>eLG_yx`vC z`~KiVQ(&%YV^}#o zGhz>cK&1c>C?JvpSF8_P0clvfs(a(LYbR#W!&+BIx>BhWI(+3JDBata_aLZN$|>I; z7${tvC{@EEh+H5uJXR5j`>H}=AuVQ_kzEgF?lgc0m;o#k5s@Z90<*zi zlkV;=WV2ppS7$2aWzwFXtG)2z#oq2*sT5?h=^*qjUYeMjtEMs?8#ipaYxiBYJ4T+O z&4>UX2na+gxI8K2z*{YZJR_Hj86qRjQM_a+ z5jq76kT_TZ6|qk_{yK}f>~6^TWGRK(>=7_*(!d7D<#L>VUAFyWlhR@(SV}sbK79D_ z?YG~~U$5JCEku&oKwvN)D;xP7=~jn$rIY*8YtuWmBn?xH+O}Mww(Zdt!tb!5Djp9s!bunYn6z-|)XYKDuecx>QQ- zIe2u<%ARb-8=ok9p2}uIgm8A&KXwYP-~RfM<*P`*j%l5aEr_~wWPuC{K#FTtV`UM5 zLJOfOqHiLy0ShGT1<}RWIE!r>3k0$)adO*4(;`@2)H2s-7Lg6EiQpZH+t7r~+w^!2 z0EbW~Ad2(=;%F!FwPE8W00@8p+>QD5CY|{#j#LJbOfISMRcwkcgXQL$LW;2?vN3k~9yI31Y;H z*o0=(&G>4x{?F)yfT$J{VI+%df*9+E(V})Tu@4lv`0MeK(`Je$){dCe$nc)C;vgy@ zmfpq|0YuiIhB;&lxz$op8!QI^ky0KR)L?~fk`xd*8D0H#4%FtktluWruy9nI;GY|I zYyuMWO z@6K84$Tq+RIf;5L2M`I#b|~`;vmR*qeydS z^M2G#h!m`SBUfM)nMts&z-pn!>j0dLj<@$qn-V=~hx)nrzAte>*Kgm1j)1ZA6&=dP zK%C6kFwPWOuv$-`@xhHxMO@^^MUiV@*dURX#P8y&cnz?7=f-NK5{993(nRz@A?FHW z?hC=-ej~ZGhPnC5&aIo?{JPiIy$$WZn8X)e5N_ZBL?bj^z-a7CV`avAV!edX?~VCi zB!iKqBDN{I!Kv7?jR2BHgNa5iD9ggGv4D|;Bb(F8Avl@ONSJ~K&`~80KgC5Q0Ee1d zN@&agN~v@@o!HkR)bHwnhL0zT>>T*uy>CN@v!j|VZc{cClXuBD86vphb!+Ml^+P0G zA}JNW%XzOTcCce;oOhwtA+NT`ld<<%j&-g80&L&3;cc(Jv0N#KI!cfsqMt#BLWRml zR0x4=GEJ|Z<^ z007|A=o1&QQE66#TiBe~wPUla|DwYLMqVK(&qG9x3w7iV$n;}ePPyu+UTDjl80xo! zMPRcjI~tmYRTOk%6_6}ew-O@2wd+^C>5d&|&zz~&YSJU_rNv$RIgKjA=pYPXYNp)R zv+O_q&TqwQjtmkb3Jp~t6Se@8xLy$KE0sv^&^A`Gv^ZMA-tP{wMH*38iNtnJP^qm4 zA=*Y7N#e+Wl@C$tNx+-)>X@#RHJK6YvW^F(5TQjhsPFrn zjk=jH2%N1FtqVIttJUhR?VBQf7b^sS%1bHbg<5l5j5L@c-?JGuq5kOkxZ;lU126l4 z*)%2|9#=hpgUVv#-mqAAwM7tUF5#AqYybFne&M@6e(u1r(Vm`eV_rHQA+ygF5J1fr zgWjIy58U&njq5j<=-jA5L{a_=2?ICj3;<;bHDZ1dMSRJ8!Z@<9L~YdqAcEE;(uh|U zAqubsM9q`7!I9szA=CPfY+0ASK0uuO|6 z8{skXSlFgV8j~cH#%%LoDPh*;(QL6rrH~Y8-IM`%0XX3c66&|xmI<31_=&P>`z8QR z{jAAx)R>Bu;?1(4wYJoN0456B^pO)uCDXnos6SpaL>LFa5d^U=f!)7HR-m;kf}_OL zl&Muj^y=N$y?Xa`-}}jP-}~{i{R0D?g$_hi%B$5XK`orTJT*3UZtbeoKmWdaHeGW~ zU3<|YLT2*ljR~F<^X#Vvae9o>KUnCGPq9yuP=s+#D*_rA4O3%70B zV8_iOU8j!_L;SK}M=lHohX)c2PmbZ_U=DsFIR<82nB^Q<1J3i#D9D+4&iF()$!#^5 zXlLS(^$1WI5@306mUt~7BOXsu3Y0=VS=iz?6D*@$KdnjLVcEvKScAzp0YCssnOvDf z4$BduQeMkF!KqY=1K=8>AjUr}p+Z!u)#`Km56fhrO>F}}2&j~2_hIolW?~lGKEz*= zV7vqex?k()Sh$6W$pAzIAR8)`E@>U8O+Dr&zbY8@S#EJ#CZQihD<2nF%_s_j1 zvPYs=8bp&n!qT`9Ve}Fg-BA3U=(YiX8oBi_PR$Vm#U3~RvDyO#j641wia14Pg-Kdj zW6}<;Y+YeJrqD#}3 zFeq9~dg17?NRqG!H)$qi*rQk5+!}@rq$X?py7&;$Ix`%dE@K+0?g)u+4H7p^1Q6vj zpa{uCq9-N>$pBO*K!z9++b?zm+~^n*Z5`Qp0v)i~I)IdPI?d-1xEE#S(9T4gJn*?k zA9GmL!sp0$Wud=g2?^&rV%WS+>)3j2ve*`y<|@w;LZYpRs9f8wVR7GKW(&R!I+4O8O)}Ch z*;7aH5)m}n6fec|yu`VGB2cejHQ?ZplVn>bgJab~K_kp-^VDT0$0S zSpjZwjmT!pW}*+B+2sC7yom`eh^RS2g?1`MTbt^l03X&ZF15Id+DdMRiUEkU-3CrZ zby&**4R8fy#wCm_b`TXnLgnQA#w}u-6I!eTNaL0Y1+g>qxdTUJTpd|OWH+_M3t1f& zf4f407~MD112U^%?~ic+7;vZ^&r-5GM)O7$Hh7DX2-X@CYtNvaXpkZ~=v1G0Z~b`M zXDxw7J3^VPlyFA<5LiHh@xc&YwBSjmRUo+)3idI9q|qRtS=^4Yu^R+scXf%JMhCOG zJm8Q|)GRC8DKXs9n^6gDP1I=~b+(9D{x$kUo?<>)fB^s?olf(CO|hm}@UtjAP_0&_ z-H}Xl9wiz1==d+ug9reql=3{V3FM#==?j?%JrRMX=1dZ~0UP{kIgR4jCYqWEZMtM+ zC9E(i=Lo7(L5R^-?&MF2W;${@)=~sObN-`0lm!1D0TOl#Ij5IfrW9iW(eZGAq(rtuq}cZpS?1bq5Q{1&(>*cS ztzxn&0xig1pfCz@mB5v0005}fYL9&FJI?HhRp&IrQoB=URKKT`QmC6yzsPvEk$?(# z1uBL!KaCr7GYbm`nD05#Ve0Q_(+HZ9aSdS)ZlyDK);0qGKsK9A(1A<$?eoC8b?csf{y-d+86^_o278^XC{T8z766zm zUpi6{iB`E^iGWuz?MTIMiw{Tq!I)yjL>vx8GBYMs<)_%K(FnO7&ILP$0^}Zkglg7Gz6f{0Q{__t$u>XbQ z5J`D7;h**5*(GRht5S%{u2w~8qv)(zvsbO(sC&>1-imB%#UX$wUK$qBq7!m#o2nVuf?q?M z8bB$PFok8rh4kCe00RR9Gcz-P|J83p1j>x~2XMt>qQa={&LLvvzPOH#MmB1yt$-*R z1^Y|AQce~l@IVA8|A{bb@_u_W#+K)ll|2#EiS?p+1DX^j8Wq$0wxhA{hz^4|ZD0fh zoWm2PV~(~n1g!;`HxN*W9Ap()*wQt#@CBj)$f#qCrU0~|X@@h+&=T;rCmRuLYu1)4 zoau|W!ZIz0Dq#C0((}Rttj5}6005}pB2%ZG7vOGzETQ)N@%V%Dg(Nan&FG6y4 z)rdy-IQmGFriH`rq+!a&b%7J%?B3&YPBe&(io*o_2>~&YxyrdS(VoUty030Wh@cqP z5rj{i;t|n`(2f26?s~`7{>B5&MYwYagud zG#T1*1%x|nQC*I-b2_zHZIFC@Oc}<0uF8g~Ol#C@ier%k(27gU2Cr+(*wSf$7|%G(02hbw4T#1ipTw7SG6L);9yhC7 z_>J29X5C!Lu1JunB{ZXs9K=OLCYNi{cVe}cRRTt1bL07W-a971No%dOg;Lx?ZdPIj z5v)ty>O%R!2%mNt006StY+{Ry47BKhW(+VeFwoJ_@%)~>JUlx#uSc_hqd2h}XlnyR zqhl#VAtE|(&@B$*JG1WIpzZF0`Vy!9_{do*O7w_V6cXKUQHVsmMKUfSpzB-Syul0q z3h~ZZ#0)}m&Z`N4l*v^gk6Ak&qi|?Su)GCU4hRQ;XtiD>x*=<;hFM-hWEoq-X zF9@PpU%--EvwF>*z54)Q=hkbYhsjVj7*)t)EeIM4bkk z^lvf{GGOQ+n+75o;_)V6i6CC0d1eQLJq=#oB^jX;Pc*d#5YhsRTcBmX6^PY8hk z0WE?>LWHueafs@YSTtG3rcs@ZcMQd2<Fz^Q@Ler)!11p!fQqLrVZ$gyLy9C%Ng-U#RcDpq}w66+T z3N|q+S`^XRg1sP$+>cGFxjV5;AaW3(@kt3+o_DrrYM8F#9HA!h_#o7SQr85R3N zr&(mPRYz~MBe^&RfV$w&1l>0@g%NSbjvYY|Bq<%tApp^+#VkmLfSeyFF}%(A!O{If zCCNPiQ4MuLteHiCmv`C1M@(xQg>L#v6vtYJdd?Q6fpJZX?RJHJ~fw9pn|YjeD0+vx{Z` zUJyuJ6zZ?1p-r1MZQr)-(4j;8_1?GN%`H}_h#38Ai%ZZ6+OtaTTI;aFJu-*xD>m;cu1$oW@hE$WIhO6od58`Zr8| zNo$$#gJyRqxM&&OrbMquT+xkAh*_}szTXT5)h`Gj;+=Qi@xtN50K^VZWB;;mM~5<+ zXo;SQ8PF{F0Y+oZy{IQ6M3A#Jz#KG^Ouz^Z36e$9cBm5~4dkBq^P*X!3KO@8aVB?L zQD!V3+pq@A(84=Z&o|Qex*9CDA(sdm=n!M-8r2C#JQzou_&otIFa7$Qc-LM;*B`4NxB(3QaV? zz`y_i{N%|exd&UXT?=;R(IPvtF-&9u4^yyz9Tx1DZlg-qi_ z@95>E?*IVEtwesYW|rk=>j#m4a$R1>U)u3UMa^U6Veiig$CW`)$xcpa%An{|#L z?vHX??zEcViZuW<&!6sUfR2uigX{n$_`o|}FHnU0owr}1*k?vK-UW`(~sc26` zY~G@Z-B%|CTf{#UMXuLLR=&-plX@X4WSIOZ-X^dJvWY*GMuY;}bwH#Cf42$?8q60N|Xl3=8;Pd&+d=Y}Ix}3;;+I#pevIN)j62{$4o)V56`Imk0PmPzyRbI(BT{ zKwy`JOmLgcM(eC`Bt?{X#I%(Rb#1T%Z9;vB!%LHAr=mjvhTs|_2#iT|5X=;Tmxc%a z#B2{@cbnD`DT4gfLMxD4n~`!(e^GvHAI9ap)y8Iiw;yZ`|Ht}7;c)aE#izTX8^Ea z5%t$yQ~21iW4*mSJGN{v@JN}xXqLAzLjT6%vW=Cac7=@M93o21^w~x9u^nmd}E%Fz(}HDv!<{j$6r$5!|No+JRA|fSie17Mz6TBCTRjP;w;Q zF%fP1k{F;_a40ycU~+0I2!fqkuaPw}M=qlA1+&g@&hWC0cZMcO6HLKep*{VxT{+iQ ziIAeztHu!#jh@@usPABLs?=l`wHrA5iI%?2j>RDoUD)1jXY`0%7i3~EgE2l8#MXV~ zfShD65;)2V9B1wf3W}@`6pREG#@e=k(KCXQ3=&{Oq|6e9OV$yNU{wOb5BBA;Hors$ zz(!kS>vi5k1dyouN^11cF^u(Ll02DQXso6Ci0O))z9$(wH{_AR}YQw#NzuXC0~`%t*W| zqF})SAQd!_ZuR2;#vhVQ3nzNA>BG(X+-NXdYL4Gs-yZV`z=9JI$8pgh;D>++Nkk=C zXH3G9aUd<)NtGc&bQ1TnLgb?m4ZgCqMoWlbS0NJnnXGam3W|)ae7b2 zGZ7&lm$^`$M3D5O7&Cy-ae_oz!E{ZWOs;shF@0zWL+jAK8pW<9IR(|~V^=oRjoV9R z003YV)DTJ{;xD}KEoAe#p=5O?iZr31JtI`C{)>m=NCFl2Euv(sS~ffDOvO%PTt>2; zPm)Fpd2HwxqpvYiX5ejs0U}CdL0ug&oz?(oH6i`R0>0f68#K8j!8mbj;M^=K&(Idv z5UbV!PAJ&b3bzQx@JGWs)*L6Y0oaivH5yuLBSfzjh-<4gX(nu^%uND2L{B^MbBS4g z$q)!^Sj4tX>!X3Q{(AR*Q2ryrfj0wN-Fz;#R- z)mKGvnAo!Z7;(rm5TO}Iwz2=oa5uLhvgsoj1+kc!1-n@f$?C6DT+53{wlz0qHiSqR zgX4;c2n7s^k2NQ1iCYuI6^-)mJHBWW4W zN}Cq4BenI~^|tls$ld7RzC^K#4Q#g&5jJgD<9VKOY!PVEn>Vc9x#gN|o7S=TM=iFMvjJ=$iqt zA1Lv7i&nW*D{prdSHp`9xmvy^?sSoWnL$S_8m~_D_Sm$rhBF_nIc2)#b)4+&;S{eOSwS6Ci< zp6_`cDizeKp&?U##vM0)oe&v$o>HDk(RklG-r#v2gR>y0@oq1XpU9_rXbo?;Q6eHD0btN!KLt!8# zPOOyp$@z}f#V4~K(Y)vXRC8b+Rb9$aGTa) zs6#RgSx*WA@ERCAP4JJTj1@c@yUk3V-S-q#Vp<&?#3{0;krIehD>P;mH_nujKgFMN z$K2_h05hinac~<^j0K;C4n+go-RVlpH%&wx>ENk?s(0 zH!r+Z`10JG?~itLFe-qxvBb&9s{>VM_Qkn|H_7McFn04;J9suh#5If0TA$DIxon%d zvunE<7$QW;=RLFi{qFBq&!5X$)Cq_4W}BYb8IgbcZk3AB#;r_O~|*#TW)$T3h?vxl-8hU(`H*7c3yVPF43|aw@(el7xiWT9z8^>ET22qdT*3ARE z;WM^=dTORM-y^=?Z=yRvMai-bzvh!2T!2aHQ&|)_k(Tj-XwD-bUQ`ziiG~?ZQs|`W zRt$9T%at$ky7{F@N117vXK5O=cM$BarQe#o2+(+7utWY}fe|0z)?25J>V9}3`gZ)s zSi;NqflTHaH{h-#w4v%I$?Y9_a;&+Mr@R(&b(n6;T)#Nef*b)x1#oC6aEww?;~y>! znw})--rL-<`@cPQr}o#a*@pq#+MhkC`=b4rs#I-(jFbFLUNdY&x2%m*%}hFz=i}BA zqYUXb4gr}iD^+d_7$9$mlo9Gd1`_W%c!X%P2+x?8eMr~zx&-Xw#7Ks za`XlPp~uWt9V(m$=2hfv;hDUyQgnnI+Io0Wd%zD^_H4=Bk&Y_lb@(sI{yBz2UPEAV ziO;D0QCVhn#Nck;gNo+Q!S{)k)*D|iPh&Ul>y9^7vJ&KTe_ z(f@s+&k^?2dBAo>K^8KC%#keNQ$w3x7$@kdyik-Vwsc2DSfb^y8&B|V%g27@fqkw-K>zO3~eM40pA%yR*8 zijl1L(7)(%0N~zsXtEAsaQ_F=ACC@TrWblFBekgYF~D@4b$#f?FEU=JeR@|5ANGJd z{rb_zyK5C#MM`KbUpe%w-9|O*i@mI6IHx!987B+XL^JYeWCpw5p~9PE^^hpK$P~GNB042tfefFp3w-Sg#k_&0Ot^>S3#HR1YHVR ztojGA*|3!BddTf_gW}tDYxdhK<9;+d;C&GWgF%9zeX&uL8MGYDO+-JaQqy`2Y|dyF z;5`x>qD=l>cxUbw&i$xXIWX$zY(L&b*cJe|^J>}IdPGEg_ZKuqo&mnhazzpJ+kK08sQvfApl+^3WP(XX$nv9x{h{nZKx(*6 z9%igR&P^D_^bmrLk03~jWVb^*tn{xy{oOgp9ZQmf%7LG>=1X67#QEBm{mE9(I=jZ# z7pD$|s9DGK6(3NJv}07U5KF`uYr#A)VoB;mB8h!g>$Vv3Cc(f(>u<6~7H*1?djqV8 z!gK*SNtTzL5ZqGye6a8-*Vwt+n7`^+q-|3E)Qfg>FJY4CZ}_FFP{r&v2@>}obrou|Sk=Zucm$g3YvrJQ3SPzF{Zwz%kBK}Dm+xt6^es7bQ zfqfWoWy`|X^0h3Fu{iJy3z)+>Qo#ru?kp;ffRU4D_n~0juDh=l|F#m)DLnx1b=}oI zw(?ky_q?^$+#H=`8G~^^7YIwcHb%c40OmqkK5tgv1e3f6r=gGMn(Fr0qK@9Krl^Fu zYHU-^c;huQ9GwcbLyp^R)$+`fnN7ZWo0OBgS$LaTj)kyzArBCZRjQb0q{C>O9$-g& zz{9;azXq&Ti;H&6Jr-xa`@8nGT0k2AxGdgmCB|;XwH9@eAqT`AkcXLVjM+=B?#t|7 zt+tqmL49eI+7%p+O8S;DCdF(xP<>v496J4|OnP%xRocL#Q6Qs!g$^@IyVoFCXDRNs z9-5AAW7=fcUdUX+{VrJ~wS_!2L^7qdF7Y=cayY8u-rhmYH|Vvy*)k7&eBH7BVUoOx z1;GzxY+w%7zk7dD&>N^|kzc)-)a?+~-g_ z_>S}rBk96LBsdw^*LJHj)Dz&(>!6{V5=zL`|L+P|@eUz7a)@aF%Vm-NZ|LL61u>Ly1Fi3_o1hOM|s|vEG$j|O(zThdk z!zRaHE7M&jRc5Cw#t7KVy^@=!4h40^9V?%ExHDyUKz@BA=Ex|YMt`nu@>+GCqL(=| zJZ>t(3qp#+X67o&UJX-ym@ilDBh;z=lvv{rfRc&UCHO8vK6! zRG``s8kRW^xE#zVu(4Jz!AuayCWIf{W7GVr`ut!9<5Hu&iLW~a(+50d;G&g4G|*{O z+k+H}AV)P7s6`--s=Oxi2ohFyIAnLsQZhuO3*vD!z1rc%lwF^RO_nYdv{o!u$}|{~ zRv;TC^G?>eV`oJxW;c!z!|fb|#xA2|<0gC5fLJGgsMbDo*1gy@?b3&v7bn|Lg`4t%28U)Ng&qM46 zo0yFvI1u5Zz~L?h8j7UDv>*~7*TjC+q2iZ2A}Smqqc(u-0QP7D>Ok%uK@we+drhTD z=K`PX1#}trhm_Tqq|t-JN1-1!!$)rt=|^5_*mys?O#U}KKi7u9Mm+SSKaOON1?}E7 zWP|c27IZNw>^%$@CNLhgYFGB9NY|7n>{sQ?s*@ zCwHYdQAc5BSo%iow*rK$haatA`ZW6y|HL%~R5JiFAS!HX zpaktI&2ehBn?(kf6*Kk$8N4*jKjzd7i@sDPhTifwQ$?h&ppg?^5kbU`?UkrUE;RsU zE|FWASC)kWbhTKboa&wKE?l&TJ zu@=&h?PNX#vxW{wfE)~XNc1>Q+bVQ(k><@jm3Tr?2K~@7bLm>_Zv>7>J>2WR|NhI2 zpFRxQ*Rr)>(vYEYya8U04~k(_6{#bNz%cTRvz@f=Z4tQxCf`_Sn~Q}c?tMV|!%;k6 zf)mo^VzwS`_n=bh4eDJn_!g>Zj5{ntOX`zHF|%*9-nucgB%)nH`Njk3j9x=((}r3W zwhUmb-*uS2iPbsvFIbPYsB?*b`aP!<v_jd6t`KL#ohlXdAsF7G^CGvDOFYo23*W z6h=XoUvFb+S5;}qrW?;nnsMrtV!W~up0?}YeNp%KAOTL*;5gM4-XV?th7LUo__~N6 zLV)yQDh;9?>ARS1(T3UUU$Z<^WnFRjXKEjO*SrFy%uMEouJWhSKm4dJ=}3;qc257F zHC82NR^eVCROka($utL8y65)Af;ogk?klrb8KcbVEFmK!+&+?7hEf znJW#++Z(o=%pwh-1M!RXin0Q7=Bj6-qbYS2*I5tmMo&bb-=g&Qk2GbU9!(Yc$rMj< zK3)?_6Iw<*I)6$8?Ix^ysQJ;@9v=NEJX1PvFLztWRpIbpb~WAfb16Gwr>?*BElo}> zgd`y_`Y~QoAgcW?)eD{};+2S^6~kz1?-)TW5c9@Df9gDT9poph9ecSN#9Rt`Q!SUM z9eV3JN{-?(A|`j&X-b4L=@e(ZA{V=!((_)_$o&J(wYkG8=I^34CFuBXw#Ix$(uQ0Y zsog31jr;mxC!>ZZ_r*u|eT0w8E|XB*Q60Nyd)-SdAW(~L(;Fs4(HYOE3>dN+JM+qDxANiX*M7= z=$Z)F)#(~52UPT$J)czdZ-sM1jl>T#ySg~*R7mRp$cKXW@AHOT8c>{Za~USRsmt%{ z%?4f`Wmo5@^ej|FNStGI8ckY${E`knL1h*c#Xa#TfO;jSr9%@JWQ7D9TOi-4;w|)Q z3>Ly;W=vvd69uc`R@ic^1&Z0-H>3n55%oQJbFEBG{|kRr)%+MAj{yLksYKM}xpbw5 zxn_nSXtXdW%s(V$sLx{E9%~$13jEIPp2Yb!7O?0$B+qOcCk8?3! z#QecRyr?puhds^r5O*)kW}{{%hwy2m@G1`q^vf`wbff}Ys?3FML14deZj35%tW@paKxG-FLTUBVUhz&W( z7V|JNys`;tU9(>w;~a+Ff1a1m+U6Zc13%Tw1&ZuFjG1Z?$B#e+{kyHdsQG-zLUL35 z&ru8&8jx5XDHsCStCF)jq-c7BlUhkeFM$->7IuZ@>gaGBtR7(-Oe+&XWL%5cI@#eF zYdDufrw1@-vxzu)|9)R5{G-1$P9<$D8T!qO)gCI#N4X*>zqsS9J%w1ZOOH?M3M)*q zUl*EgKj8h%xrtH^JZc;63>!WheBnlC}9B!f<2 zpqEhp_HjOR9LBM)4eHIzJ#%`tT{S!2y|&?^B1<08yz3t9%_1N>WTAWOX6!S znxi?b(__Sg70u1AuztYTk79HDnqjnjdl}28NQVF~RoB2->NhRv z&IxxTH=nzk)y~VwefZ2;G-n93Ogx&@7J&m65%$m@R{1dReg4e9+d@r|c#SlAb6tDq z9&B|qd|cX1raJYMd{2U2any9vbUQv9a=dl1u{+`Lp$8mOY)|_AaPy&wF*iFIa=CYd z240;Fc{%`ph_Yev`AThZv-PR-=B)Py_Plaa<+Ut=lcyyq>yaf)&oL6&xgkK2aruen z?!La?FFgS9iK=jL3h0Oe#@QvLQ^gj{0)})v5{*p><(fYv?20f0kYN5{`NAZU8Z<)0 z=6T(u;;A-2LSu+%AB|yj{Cxh3(gAGj-4y0LQLlzX8 z?K&hjVwtmb_c|wos(!VV#|7k{53YvA%p~QyFSnf8bfz=}x2kyYiX1X-4={d3vY0dS lJ3`VXBzop~M(PPI;y;mpbLtU&(ZpmuESOP)AzikK%>NIdIEf{r1gLQdGo-$dgTM zd%+FZQGRrH#dXd?Pi7rOvWJ^o@H+Vt`&?Q2DHRnJ=drONY)KSq4jv6RQe`3im9 zvu<02eQk$EGBOD^Z}_FE{j9IAFDxtsucLO_C6g)z9T|x#1>hE^At|^Jxqly#9VV0< z?y?Md$mHQ3iBF+lX=oEd`U0KBgR!-FrVUBVV8*Jv-HsN&@GD2{gq{%R8akJ6_(_d` z^OKgAe*XMHDsh_64e%Yaj?0Rdr{HE6SaDp7;cI(L54-QDde zk*Qt??pr3?%-DFqN?>($m0HB{8D;E(x~`a-TCz$+#63=In=I6W^)6W0}VWt(NL_`@fL5;1g$m8a$tSn)NsU!pnyel}yGTrS{{}xl+(DHH~))hXY*zT2; z6($6EmL#RV)V=~#rD$ns>Gpq@8Y}asu;hV`4$PVl`)DrtHgc=wXReTC>W|9$YJAU` z^0ND0_LE~k-mp)kF;$z16liml6=kc6B<|&4M8EQr8UEBpO?AwNA^e2cCK7xc@|-XN z)1h;AcJ}h}5(a~HcfZJm1 zOd92$x^E@@RiywM&997d7k^tx+t^%L*@jtX%p=&ro~)9rVr^l;h!@631U?rW#O3jZ zR?)=4!9j0t?@*@X_~yyZ&d$KVz`}xYnJx(W0?imS3N7PcGxdw z#G9X#^bHv{*DL)O-abCD*WRbRv93ibNp*zJbNh&vsmMp${=4LSd_16=PaI_FKn> z^xD)!_r4nAR@5%iUfXGUB>FMcw z$ATmXbWu?~E=q^GG;{68I(vi;Z0pM8n#O|fhWuOTB6HQEAlUG1PDi%Y`w=Bh7^>yi zr&w|@O_y`6NA|DD5d!R$3GRPon5MS9e!4?jt?{IW-%)(+i#_EP^X$n^eX@XI7>5C& ztf3^hm-RFYC#!}5?|bFf>q)hP}T1SD&N-^y}fSmmXfRZ85oZ<+49EnG;j zWIY=c@i6v94`UwZ1SxRdF_|_gEu18)y5{$i$8$vk$WW(VdtBXC(jw2bJ5c; z;5o_sj;`!}=p7v^LK-_GtX$^wLJVqzj8At9IN;}fV# zfji8&WD-15&@LS6D084N=1ji=ZcST%Pf1GL%S&j6%cG086$rXDIp(bY36R^_XZ*t&CKZa{jq)^N5S`_ z8Nt;luIyP0HXZIL-21N4-z2oShecN%4-fh8)%?6)#5+L>+2Kt{H&{|d`t23?Tx)YA z-~Zm;{Pem__<(ap$Z9^6oIK#Y)bRH9HicI^Q3e8aLGawe`5^=(YhPdA?5u%zpqmn? zo^^)Yl(FCjYiep75v(|$=7-H=4%1&@SlGBOP+MkL38WhH;6hgJ{pD#|C?o% zA>_G#rA`(a$^vT@#xnNaa?uN8m?--KWa{AtE7ZoJP6b_VXmE6pW3J zGix)kMwQUCrM*_{!l6e8`U-?Gkg4VvmVI)FNUhW?ioWpKc)s@a7bX>9pVN^y#w$>Y zK9H%tW;Ng^{rH$8nSdfi&i;2oRAl4~`O`RU?|1?HemqyK>e-!Qos!~7d(bt*LT7Vy zOOnA&6=`!(f&xQDNy%f}@b$a!d#P2gP3Vc?`db??MO32r`1qFnmR43QK>^q1U>em| zi>BpDK-6%uLD~>93XC)T<*O>bJU>{<9?K0>AoTl_=lUN8B~JRCTmI^E${T6<{H@8D zNx!#6K1;`YlOcVOHQ4>(6Eo$)aS-G?pAl99m=BXyS*gaTjt%Y2IrH?ns>x7K?*CRP z)1^pd^OxJ9s8`z4{_u`3$BW`a0VAsc_;693=q9bS1DjhA?-SS+VvsIQ@4^6axh;5W~}rw z-4c+Fie1Kk?2UJV^&sEwwe*)Cx?zMiay!ZjmEhI;Nfm=oEZDz>K|j*c2z{WhT;kMY zO2Arg%Y9F7c%7=G_4K1r;XL{60D^Pp+wwz-pE&38)#WpLd(KRjQOYaR_I3U1hApNW ze+;w*yAo2@JH|IvcwNQh)4sTcMh!`jQ*e%FEK^n!_DJECw|qbNUiAYEM3x*6^kzO_ z;WpfwGz@}z#anUiA zFI$%c`S=VE51*f(3m#V0 zmmiBoFH_lsim~-_t_ADf<8p)P?B#tgr5AJ~ytS|=8?(66DbU>9-Ud$@mz3_hM-+b8 zMWGSRTT)T6Pwe8`nZ9(w8eFmA$Hj_+g99Sd#f6twpi;@s(lXD0w267=H*zP1ev?nvFY6H1 z{86$jiypcsPpEHoaWbwUsFIqI;V2$NTi$#S!5jFO(9Cxu)2F&Ec&F-5Ao32; zdaZiKAi_mGZq|rtLTUQ_ciR6zd44Cb2qQ{Don{kd4Z6 z6hH8d`Uv5j;*bFDotF-VAv%8A^T&o}S@SPHhL3QT3?4Vz8vB)D3JMAVmW3al64F9K zUGW*RAzAxsh2y2M!x`c=&WnvH%*Sn5q>%qk;u#^WhVlO zw>CE|EUg?&a^@Zc(`A71vjOpfZKJK+x2(!=$Y&5=11^; z9j$jUow5Ot>$uFA4sKOQ&)TaI%r)mTRiw$EQ++ZxXhhWP5ulgL8 z)@Wt_VN4$sNbz|6*O=!|TPDlR%{h|Sl-C-{3JIl!g4zFjTH4h?lu5Y+A{VCA=x1mTI@cGFkAc(~gKqc%v9YO8Zd(7sugt zGuG^SrL2BwZts@F+Rg3o-)KIYdd9_`Pb-@D?uZxV{&;0z_UH=}NnlefL-w%XDR>Gs zsuRS*8v*(#ds~dX*Dn6!>B#GK#l$d%N7U5l|B&qs`aE1Pp6A)?!g2bGHe8vLTv8JS zD8_O={ms8WvbS#a5%@2?bUx&~8MTRdf%T2uQm{d6>yj`60#PiT#I&%q!+co2%S3M# zjjE7*)&Xe_^EH@*(Fo6|MeO!Rfp=5Q4+cox?fOPbL%KWm4HtWwlG+|_sG~?pT}mC{ z842jiuhT{PinC7?{(XK(7%owM2S@MC*Ev8Rbs5i~PqNONH}ry0dO6DcN67P*{h-!U zqgJo?CODzUn?>ZQ)PDTkMZEPl`PvTyVig}7NP_JIVolzxt>B&aANNB_UgFfu)>1fs zk&}Cc*G&AuR+}yQlMxBoydXw2!9yd&udnBPuIEljePrrCXZ#Yy2!e;a&1iNr4BhQI z0OTqr!x->7z6!;-Te?|V<3Ms0z}NNn5730S>Kk)GISr#;J5q~N1+R+A9BjAV()0Lr z{VW7%aphgS^pu^D!24dCBV*zB3K7wvzodq-u*ZHVQ(#~|E3mI4BcmoJhR}rlw(KS_ z5T-E3NU?2fY$U6yulMoxPI))cfC1{VSr`Un`DAlE^@ITsp-)WcI zsVHquv#BG*e`gGB*V(RL>#*mX!jOc~dPIYBb(mg=SGUX{q ze!lXHkdu}+sY^4U+uz;Y1zbe(i?Ii=d^NMY7STg7#^{jFi|}0(KT8(MjW6C|uxnNS z-q~%+D^YSyOzeI^GZS8J$iUE$aMWYo8Zg0uyxu{!-tpe9@PZrH$du@Fm)=sX)>1!y zgOTHDw^pWqFjmr6?6%vi7d7Pn2&tMqq|N)g#CGEa?}vD1VgzWuAF zO?&LPs`-DZ7>18Ei-ediN~TNUT*Sf!6ihiP1s{KP@G<1^O(^CFheS*F=!X2;VKu0J z`Z;yOvfrmiq|~V6O{{^{k&)6#WG>s1M0HlU-) zN0Sx7yQH_vq%yaM@mQfb+z|7>ad;}ZZC8AB8(33@WXlY`F@2=uhbZ2VQ5K=?u`8eT zlTGk6aOHp14Q(8Q*{Het`|yTeJtMF3kqm2l{+&;(K9?eQhMpC(PA|T5B08Q{Qba&t ztXZHX<34tK?(?Xbzxo`>>RD3ava1d3{Gt{!2O?=U^6rg3)eRW+D2jDkRNaUeG>sc=)Mu7I4hUZYcHtY$O; z6%_)$Z(Z{qdAxNBF*jghOn-g2G#evo3V>b5+bwau3H-kGU-_a{^f_QTD}njZ4F zghe2sl-9fq6L}uS;5ZTf^3nRSG<<)5u5Mf7?nFbf_JiN@s1kk4*_=aak(iv5x3@0# zRLl7iLhMIT`m923Xf*nKzjdp)M5W+9?o4&dsQf1r$IFo@nIx4W*}IxM=O(8B-g^|; zpD}1mUO*JzaVEh2_6K~39!vfFJ0Rr9!~~_u10Af4w&e@zo_8%`$voRWW$67`0}~3M ztDf~FpO)?4^Uk31>ycqM&j(pqS^4`L67?5m`P<*!-UOWQ zy_V{2A3)yh`P5AT0!Y;8C=0t5eGVNzL?zu_(1&oQE8kpZ-<*@28*_0qgc0S`tvBFI zOUFl_`bQH$Lh-(5-FK6}<9)!?Z>7n#|CaqHJrhCL8+IaLZuVI#1m3p(6jo+Yu0EIg z>(^i6h?}TUZW4pGhCI zVF8L75*iKWcEo_yYXeghf#fXno^ zwb{MkQ7Ej{+T0c1)TCL2@-Tq>nhsZEy$7kALm6~7a=mci2B03kuTyfmSDtZ`oV3_K zlbc|xAtNaxGlbnGpO&E!7ZHZ$!i4~=k}VqofAcIu++#h4Eo=Fy*8TG_Si9odrRgL4 zspHZWX_>xBs|hskCMi66LF$)3`NJae4y_{>LC5-4;SfIfrbhF3T#mpK^@tO5wAo9Yc zYrrF3Hq-TaNEL@nsEC;bSWRnnyri1^*JN&al+82VQAc-!Tk#naLx=1aMOyge^P1SN zowgZth2NIxN(NpWfQh%!Yg@!=uB*viTs_f;!#&gxW}KCsE$g#K!=^2m87(gAiO_?T zFjuhe)4mZ&#CbDq8o=H942r0V`XahtU*ZJhk^Yw~35yZEgtltiG~9nG5+{f>WG@enKHZW%?zb!C3dJ`nKuAx#~Z`vCnv6vG>0Q@ zX|yR+bF)*#ZlC2Fg|Y0I3Mx@joWrVxrG^_NipOWQEBe@d;^kQ%O z0rY8#Th|QCTYol}_gbvjC9z1Tj>@6#>gsgcFP`vEpL+^{6U79-oJ(*D#Z@&vf>8KA zMSF@H%y``kKPGyq_C1A5_d zbJ?Q<4f^1VcJFxJ_Y}Ob7?cDN40t$EktrTEer|t)e+q7@)TJQm^cly}1X8v0=^jw3 zaA&_R;9(mVd4e&WI`~uK**E*LZ_0&9_PMyVQ$h0V}()nXU@{?e`Baf1WKw(0XVcA;_y}F-E zOV`%M%I^)TQ-v_@$_t2A~#IYli@*^IHfMpj)uZ=$Me9Qsao!HY3S zr84Vi^oSzziFC0xM}~YFz8jE%79|HDTt8UC!4%;SzMa*qBvB^}CSHZ=TFOjM$0{j( zG*zQJ+u*huK}aR$)CKZ$|FuOa3$?)F*BftcXvdFXJKH|MNL+23-EP$fAgR@%)5BNW@r_vS1}@Bp;kutpz!)S!F;F15%Dy zu8;$kXhhV`ytAInWuJz3%2kXzdbd905@B{*P~Ym+Cz(FmhHMOy^c=aVDulvSi&@Kb z=Ib;DQ0_J3T0udX*v$qd!KN#9Z*!e%PirA^WlOy_u4({1DHE%XQ$L%zyyJ$ zmGs_OYC*5{CBlr$wK)cdhTM~c#YR`1e^QV%J2+pu^JyTC5}?g%So9b1cj%CtVbsD7 z6H|z^a<0!oNZEk19l-T{=TFk? zw*00=9`5CH|81Qih!Kjl=OVKqk0P0wnfHDFNXi_1Aa#}V0#x(^f@VtAfO+Zk?AX~H z@s|gA<{BP;!vV;wme62T52l!ej!(n)BNu;ZH}1CwhS_Cd5KKZ8k@o8<>i9| zKFQ2S=TrpuZW&@?k~A}v9y%@Iz87rrPZ1a3j@8_f-ba(t-)5ehPH5e>+s1jp-)(N% z3+78nxD)B-jqUAasT3p(*AqYJvmUQA>_nK&<+Z(lviR;Md_G+7!lu$m+iYmdg7Fn~ z{Z$P)z;}OL?yOXXB%YZGnKjTIcKw3apS<(`&0kVbbkdl+b?34Yx10swwTus?9eI z#a}eSz+OQk|4;j=B!7W$(%=P~MwXP%-U3i%H;lZsGCacW02wNMeb5Q|29%A@xlodMarjcCUh)az)qDzIShx# z>`-bSc@xqKzeY>G5AFIaqG40`DP6zwxW&Kar`LCc&t$QV_IH(flIZ2UB!aL5KM!me zqAfz9$k5@3AcqTdi;SHAK4oldvP#|P`0lbOw!OesdYwvM4SwjvkR5!phk7xBE^jJ@ zUldDB?v;gxhPOqPgs|}Bbjb&G|A4_Kt-ese zWx?$atbk^81Qp7ug;w6lxZAMvT^HZVl8z#i=A(obU`R3X~s+4*ZWu7@k`dMg6QIrL3%;`B*mz8}MKxO+d~-EAI=Y^r>ZnH}?JwkZW3ul*-FkO^2iNA{ z?=70NrpC>J=x_vk+IZ;O)m*=XgaT%OGgCd}yb1a69YgMkF?0J( z%-jz+CImBX`2BN!Y;2*CX=$kiLP$`{BAdFpySI_d(@au459RE|hxa#AeNTaewWjuD zI&Nb)ij*FHI%Raew-|79I(?TOa_rJ(h#5sfyK-t{@X~b}12`XQ9Hx2V9$EM32RHm1 z*N`2gGlI;t1k?xo{E!5k1b`&eYei@BcC-FS4s55@Gh4JLN>uht+k2I#>G7_l9yX_C zBZ)$PVHo*h8FjiG5uwSNIP^nH&ls0XD6H*#F!&e-TM5ivm`a6ibabcCe53-|0F_E-Czi#`viLJDZPfw^5!!?}kz=ZT z3^Jni`~AP2<}YTNZJ<2*ES287b09+h&;@*sUIM7lqo={hrKPT^DZtgWvZSP>sYw!w zI6XT%J3S>PA<2^Ra|fT=PA9a^mjdWs-(yIKqN7B8`CDJ2U6&r8l`x;MUYP5Gqe2G zAA8<6V^cxY|4EkzW67e4xas}9%^`-ig}@ln`1|tZb>+GxnCIzULn+)wzDC(idz|O4 z(z53svghO3wTpnMP?)`o9rv50C^PRXwnAwPd#`n2M*jv+u4qVqOiME+?oLnuScK%b-cK zxA=5{eJCCSt|=6y{%Rni=w(QNq*(G%Z1-<|4`}_f2n8g}_-7?q058*zKr`)kBIyEp zPRfN^r~co4KNgf?f52!f(khe+s2&H#97U`QDZd1#cH8VA%Flze1?evop)B}0&u8vK zP}T1tcy(ve@g6U{d~BZpcZ4A!CU;nC!Db(o2W+7~nN!^L)!sLB1hMzt!sUdP2CZyx zGiX@Pm1e_F{!@{F2xAC_pM`~t^k^trMna;0yG!kShx#5wo%XBU81i-(35d8`X8P^d z>eUoHo1Va|(4kiDr*9|EPQbrl+ds>!}ddR#41fbUi1ajeo~{z>ow`P)m{ z3}pbr9lodzba=hJhk+4(5oXdc;PhLP|JJ~}&GoTq)hEUZIU}Ek%4E^*371brG;$M# zm$)rv`14s_Bt5a;_4|4I;lrMA39f&mU|`Q%^Voo|lqD#To0BDa$3JzKG&+|w#A#xt zlk1)4bt|SX1Nq&~JQDD9@0D82tQr96c9LWNjOzhG;MxIj3NARs9?ewj5Cq4fiA z>LjS5Q<8jC>q2Vxi~O=^og)e6)Yd6>MG9w}Eg3&~R$JS!hx!pkH@9jf54G=*vW1n# z^Ob<|rN^o-71AohTcY2TO<5-zK6)tyfnZ@Rri*?dI`Od1A2B39T&vGS} zIzD@s2lay3eD-g-1-Q0$jcnfa@w)aHG;;fUzmy@0=S}{J@D;(g4BKX;6e{_ z0TeaFaLDbkbHhh{cB@XIu27(_Hm#>Q{AZV$9S+vr8@3VvG-QdjzM*>AFq%5;t&6I@ zCOcI4twk`MqfPbShn#amidt_~a;4W(RDFCjV8&Zp_OxW}&+_mM&5FV-?fF7_9Q}`< zUmKR{So~U~Ub>nxyIMMjN1c6SV)Xg2yu5R%dA95T88JL|=7Iww+j$SQi>dKNAkC*`F84y!ShYC*QD-c(qB80;`l11m#6%d0jm$oWHDbq9aEjpk=OI*h*?F5g?) zov#-hiMmMrI=3F|`6A6-J!+%Ek=c0xK(?MQvUiaIw|_$Jp3e`dCt7b}o7@sT->s8C z&w8=k!??#7ff0j1zOckBF?Rp)Y}&EczD%hXid{i>&ujjLOG#29FgiY21mE}B?BT{eZ z)UXjK!hV?d9GZP~5@b}r=X*A5J6&#quq_HWYm>b+-xd1S!VHkVb5%|z2=0!zN}ifnuA>(J0!&9_y1(w{?=xFLxC9|`k48?X&CW+UxfL9~ zGX(?$Bx^<}FcNKl@n^Q12xuIG@KZVUPY33(sQNooyZqkS--kXU!dJSPD3oDQ!hEjv z^%WU*gn|WV>VTgm4KpAA`I-jCeH)qX0>AuErpuBJI0OGz4TZ13hl75;a4F+B;3eoZ zHvIc_E@d_|Ni)@0MAP-P=mor3drOrk(uDHNHRh*5f25%nCT4fcfW{@{z+wOLOS*F- zkPG<}`+)g|gowyh?mMTV$ziW=wei_4HZI zbTzKVN#6d8zx@ZmXxpji!o=@HJjk*hC$w`odgia^zpSji6v}%L2FrZ9-v>Rj3F-yw z8wk~&ZL^e>tcq{L1r!@|Y=PficmH7XL(e01Kmm<@Rd(9j8~y9OcT|%;W~nCx@*Cq3 zt=nI%*OwcRHKR^&Xo4ox4*l3Jp0J>$b zM&s886ugxe{Wda@w`cV}00DSx)R9V`$TdY?&i?es?R%Eg=DTyJU=AEYxdYB3e~bKEyu9n4kXRHd)mAIL z66ZilW2oOck{ycJ^z?UhbaZxh4h{~svKkDYL*_DPRVs0cFywhkOj z3$HZh@!0R+17ySi4iM^rRact>b?hg@tuMk9n?*xQ3kdbQOTE^s$wA?eWh{C~C@)|( z0GtFU4${U+q*xJufz4WlZY())2~oCpLKj`ZaEePRV47{5$wQ zutzZb3}03t)1A-Hi3L5iAGM5u>1UYFLN^8I_CCzn_8k1X@aaaf|VB&M_ zwjiqzpK*a1&lx8xd{y!B`bjsm)3=e>U)4lpV|B<`)xf#2+h>NNK@ZU|>8I}8cSm4? zLS3i{BgwzX@HTiikNSb4LUw8se6RAu_%2MnUzVDh`qz{y_Jxl%1hO_$O=4|s9x5L7 zt`hjqfb#w6A!lQwe*oHWCulk?tMHvB{v7Lso(je<60$#9#kwwJ#)sErti!BPP2?EB zrCO5#X$iWaL8e3KREmHkFsDBj>th@!Q$56@jOo|ccTd6M5#X~Jzdd~8ogD2DZT4sH z!O#H(angphK&m0@GzQn0wSms(rZL{%R^tQ^dtr(&!;;Ah8W%dAxEXMKR-ZqLpho~4 zYOxyp4=%NDh{Y-7wz0=wxE8tu9V6-t9ZgDgOJp^OM&wx;UKOWh-*&$u zojta^m-&CuGJ;s5KU-ZMF~HU=4SgST7j3lRq~Lbg*Kxf6?JEZ{_w~K#h#&-3A;5;@ zA)kEd0broq`C$t$3P4%&KcAqrEEL;IEdk_*>Bx%&1Xh9Ou3xxZ|BJ~-dWDyPdPNIo za<6pvhqV;nq)$&!Gi-~|2#$jm1{B@NNmLeQS9(*Q_;`d;Hh=sY-nZ4cpu$ShbW!3@ z-xz*|y{9F2z-M~$=n;U2=iK!R0(^XJkAt5Y6mHZHw)$O09cs$I6)6*VTtodK{Mf$k zNg--$e}8!67&xcq#4lTPOM3_Q*Wq`oHWeti=a4^8qyNgZdwx-9& zscNLPA1V6UmW*Fk>0O z3<5gEc7DzJt7yyS>%A2gsz^D71)3>@>piEDR&z#pR5-(eoJ61c=~;a%D8;g}vckf` z($a&fubMNu;Id1R35fH$o%Q4=J*t*i>li6iG!}*x)8P!ju#bg>)%-ZxFBE z4E?+I=oP9~JP61iKvqoC0t?o>Q~lw{hj1MV1GP%h6ui3Dy+SsC=cGaDU z1Bw8au0L(gAE!kE8Xm#J?5$u_J23WAf*H?sr8Pz7!>=mT=R31CfI#|BRR+?6I3uM>{}rNv-}59W#N2$jD~5u| zq|57UQzOKGf2oBwbOc;ftry+EiulFsY77ddiGZyMc2ngHVAt2{0y73Bw(n72HV-AR z9n9WQvkCR5VBxcCaik->@!a}A0l7M^;fEM}M;)hv?S-;=?~~K?ov@6x{5Q|k{{I3a z-a07>#1!Bz$)!UQFzr7FoLd11)e0>*MD!Kj|-^J6gu=Xpe^~4A5yaVNm#=@*f zTb~-#^`YTm4>5it_F2c@ts&Mj$ny+oQ7Xwus&knstn1V-Oj9_e{puNFjA+V>!hrpj zdTVLf>%XMkni9ST%W<@lrs%n8XTZ;YW3&xR&CD#D-gfanHY#6&)tkC-alSpZX7Bx# zGnj(4md`vtXZwpRoS|9mB!2fUmX#-aAJBbGP- zZd5eme07u49`tkn;d$x_WtN;_R8f@cwHmMUA9)M&X4tlJ+TEnTcz79Trm;^Z$>Pfj z4C=hb4ZxLd#shs^d?fRk0S|a<0{s2QHc$T3#KsFX!dV1Z&CZ_@C{uEpzU|>I{|d*OniEB(kpM`7?p&uHWe{7HeO3S(|<@r^5v?CGur{aSj&}v zL3eg~kq1O~VkCey>cuPo9RjYRkd#hp#<(x!O5<)56hB8H+2a90!|i!sKmgQCpv;r) z4`3v-tZJ~IEH(=m4nU*zOyzOx_5yHi?Ic(THD(l(avmg1kvVC>9#uORmj#8BLp)$h z;FyWJ#N+3{{tWOS*h;?3MKp?~50;y?!V3#G0Fa^rPNJ-sm>8gA$}t7DIp10_y=-#% z`U0K--I_mUzG$53-)W6Ueb$ zvH8ku(9zCA(wpK6R}y=ANWqCg>F5#y2IGTBQ3ynd3>Y~pjA8DeP5`5|c|q4V5#Xta z=dqSZw=cpe{7s+U9E z6HXRWW>wq9%)MLLew^9b{+~K#@yO)!#v@bKe6XlzY@C#gkrnq}d;%-s-OTj`SUEyo z^oSC0zgAbrY;!O@PV;YpTXfF z&E?XB`1mT{kF&}+QSUJF4@6y`IsR5fTX0Nj9@J6raCOWPUwcp}BZ39L8o)~#;8*@Q&k!76l(VZA5BdI&<;er`aE7nR?`n$(4c0To z+*W}33GDOL)M3bxVawjU-w9PzTziM%`yA5&GA<96I3^B?g?G=KgdZ}EDKdI4j2<>8 zJBoNMFBgFwgqT)Ml_0=`&Vk7Wbcp++t%qM+0+Hw?B}G}_r1Kj9iz24L02Z?AVD`>U ziz6Ah77ypP%Z=8zjXKj~xtgcO6L2Z1C_8c{7FnMwK8p14C}?lr3`kq8 zx`;5-w$BHcV+Ww|z+WC79zKsE`LFW~4VCLxt$=a}&V9r%8*B@X*=x|FD~cz#z}DH; zWQq78gPx3_AgaXb=X?t4^60y1myv4nOW48;I9yfA$T-nO&v7N$tG5+8%{NNGMG0zX zyZpOpK#yjyyahrm`pyP)An(Dg)R#5J5TaSfQw0_u?4QI;0YzEDn3R&4UBBRjFoHc^1c+b+e z>7P8YZ0NYSohZ@*GI&AsJ;>RgG6SI5rU~zz0^kOD^yEq7@sOn1aoTjwAla64EF)WA zl%izpO|cWa(7w+9UiMbz*SEVD)lImar+}2K4l>bk!zfqZndoe8k>}5|wTIA|YxQ!5e;@L!FsOM+sRmhI+z%El#8OED)@r45WXK&@a0Cr& zZgJ+n6$pC&f4P7o^u)($*!i(fX>bRvp!(T^4yf79c%enLj(gR_yRUqx875aK2tqEX zS`088pdtPI`Eza-)%>RIEoXjyevIHqY&X;S9te77bQ~m<+oTqz@pQ=~WpXC=33hu7 z1sfcAr~%Z+!UggnR6tfX;vxd)6U+~oF&kY|*rl_2{P*PMm? zZbIx-SCur;ECxfe3NbM;SU)|ifBLDx6TExfRJw?h<`Dm5AYOotB;d6KHQ&18&S>c< z1uS2KL73X5`R(k&wOxIO)YZTIz`#X4_)&6Uc5vG8JH@U*8RYo*Djcj8|F^*L)(s3fVV3A z#qW7mx*l*EaG5Xxy`f;i?{7zhM#$B8hO!n9*z^=P$*eeVmzT+=r=@+}tjdsBt(;=4 zpZsjr(HjU;t*vHEyJA1{O)IdBKV8J9VL*o2sB1&aTr{q(XJ&=-x4X)~E}_h6kp`HS z=~eAk)h9)t=WKkrTI|^NPF4{wrJCoL%O~gJ(Y-=9RlHGivB;g8oJ1HVua1rU++)lG zTYNSmV0%qbNI;<4|J44mXYG95Q)C|)j#gIk95|kyJc`mmOoJ65)8nw8K^Ep-L%?j> z!MFBtz&R1D&5ewF{V~2$XCcEFPYgkhw@5pA%y6|zA)|jyqKhZ}Uu}N-Ms6x)5wHx1 z@ar4o-Ho+B;o(;7D3#Nu`g--MxI!jj)a~mmSwW$R@gtnF_wM%2Rxer`1-uU;HZ4Wc zH&)f$VKlhB&)8zA(ed3<5Ag~!N?o|YV$s)(XU&^2(bcn#U^A+Q%;k>abuYbylJosh z;1q&1e4d`1j8Iqbj)Y!+a)%Azr+OGvwC-2m>tRWIWrIXM1TIFQr<3;5BSktTx`!R& z=<%h?As;x3+r@x{^cpF}Tv|j1$>Evao=oZLvhqe@1AWgX82(gUMERjW+Y=asL2A~>~JS=T{!N@Dre{AZxX zS9IKbpz(~MEb4kh0b8$&4*-bY6_SwU~i+?1b8^EtlZT-2n_fzNE; z+E)D;;?yOix!0v$3^*_Pi?7RBdpk4wh{uI9vSq=IC+^}ObvGo|Hz+|8$5X$X23X4n zc-1pV^Paa$mlGd^Fl+0oNMw@KWr>BzB#!Npkff(`dV5)q6(Rf_vy3Rn2M3Zdr0}he zrQ&xnyz8w69+TJ8>~ej(a$dj?jIMMUVUuvQ2qMpHQ5}Nr}*zME!!ivIGXv+ zZ99N=9dSNdh{?+GQd{aD2%a9(MP}`RohB{T0g|K;Wt3kXaRzjdS6fMGTJ-^U{CxIx zUpA0IYM$Rq!MLqRkb(RVd_2}TYRARH^^d{NDpIIizu5lu;^J)V(MO&;T_%D$o(J}! zSvwWU(w~|`yXmbsC87rVf?wcgZGT>ddW6p_{Uv}bvmSb54j=nw%V6Dr`6?ERMx$NT ztGRh(G1*!E=B6Apk*u{f|W#Z8FDJ{D>yIijf(!aYubOq)&d9*dJ3*=|B}f_ao)=3)==$~ zQWy&H5m(ZYCMtI2d7)KLKRf;(NoT3CF1auOYqyE+c0FrX?iP;xQ6yCgC>VqnppeyIsORf zbKVWlL+xfwQnHF+(6rmsuitgnUd;xP27Nx+IB89>c-%Fq6XPhV((ke(ASMP%h(H`` z>hBg+d3Hm$6h}=|igm3u847w5^%T*i3DxrEQ=^WK*cEBO!P)qYYr|OXN$T~s3$W}Y z2o;_rJrsyM6|A**@NAs492g4M+1iXGZlcr*7^cmrNZ$C0qz&EN-a&PW28e*Lqojyn zno2d9#~OTLz_M6+P1|i45588S4gjL#=S@65SAt=TBg<1YL1O97-O; z_ZXPFikhMXHB1C9WTS*ip`%>#d^n;YE`Aq zk49@L+zAYG{DInJsTglSZSdibW*dDMbbFS8Ct~7J`lkCMkIPcC(`m$vDObKceToO_ zip&1Wb!$+NF=$gL0AQ!+Whz@d%lGx!WzFLyTDR<&)Ry>0@h~=hkznjcmphiu<**V# zpaV8;m%*Z%$KkH{x6<_4)!E#9uc6?{v(VZddl-^n+h}SpAKcK)LE;0e-DkZmqEVpYc! zD}z+#>mWCq%}PY|7L((|(m&puP;4XgS5+MmVR-H-Vn)5SCxY)CNCcdG01_*}5rgNb zccanYZ-v{SO08th!0Gw+y-0=E^77wsPp2G7_W0W@EZ zuh(FWfH7Z6xY%l+qK1?pf%&C78p|0BDpb+FZw=W1ZCNa2e6AA}3$CP$J`{7EbKk8N-~<_Ydp}{lJHC(c82B74%K7&J8ZOC_-`k6qIW)+qT((wa*~Q-EZdJ1O zca#0xWOyAzgr)25=DgxDIhmL_l;TwY)O02}nK`W{nFT7%^M(|*@M<7!zQ5~uLt+8i z=SV|^ZXKKcI>AE(IgW&U-(|BEROVY3DI+u~syADQsZ!xBcm_uSq9l~E4S0-{ly*xx zTy(jlDKp7X%p+6j`Pj0`yu5eF03kEzFp`#39HhuSoc#y}*N)wWvbmW`b0JYB52G)^ zc>MRN{m`v~mxs?~>n0ufMA`o;2>`ZKVl6EyD2$)66CsT3W0CU*yuCEfF}T~Wxr)5x zKEjpV0{0zM=?om1Jw3H*C0%?T<}7H;$CXA0`=%1Q#*PYJ-*og#zdpu1%Jhq;cgotAP=ci_xY_7=|2ojV!V2RmJxtCeYS5AAg)f%Gs46Z) zU?gw!rpZB*_~>h86yyTvon1ddE4+s6-cKEb8N!$TDO`Zn>;-s|kijaZG^TogKHqMk z?{#1I>zQh2&v1Zx3?ThLfzla(><}I!P#UheoK$m+RU8NYpgKd8iKlcb45m8VwwHCv z?ji;3MZ-Yfd50jv{-e_f!F+dX*;D4f@ok!5HxpQKw571gC}do1K#I8ufqtY2mWIn_ z4S~nh#)%%!*1g0v4ESR5IC^$b zy7QtJ6w%+X<3B-jJhD3grl0vCF+e&~KoN4X6($SSTC^guL5 zu!nV|iehO5L^O0hn}v{BBSsygA3qccB}rzM#6e9m`>qIAH?Agjq`rUyryJ^e8NbMK+LGfojj21IY7gGr^iyl9re#OqrYw%FjL%h@*OFBO&5MzsV>J>;3hNDzs^%R^zM*-*oBx4zpzKqlW&; z9R6gpt*8kKPeLh}9)s>GME;o7TcUT5l7FxsJha>kBZ&_Y9Er>q6*HjGnf&tMYOZ$k zsD#^YrS)xbsOBYF4Uo`WJv>}$&w+BWF)q7Rrg-hkZkqxSf(x2Jf&Y-oE2-U?i0#p? z9HW>m93W<|)nM&;{WK?r-nujIr*Kd*A1si`_bn7$dI%Y8m-@{3QztkvqW1uv;y|yH zs&zVHR%K$pv0%6{iPBIna*GXgYJ*sK*jml;>NXno*eUS==tOPb%HYU^BN_?(0d zYGK3BDu|aBozAR~Tuk5h0=lQbg`BE4EIn`z2im8$7+3mCv87Bb^0SVZ z2(Q_C+p^6d;PG^Uie`G)sWO!iVJgU^i)9ktB-9E8#l{t(MigeA=^i8sGnqZ0_z_M; z26s#)h>UA`O9#g0d+!O_Ps^%NHc!1y2jTet+);gW+GIM{wHKTSoY)&W`nnnu3Wnyz z10!Xjtw<*#?|)w>#JY+m9Hz|t;c0!MB6*!rru8|?J%9cVAx#=$tU|pYWb@7k&j0O? zC;|<3{H`anUwucM<#EGD(N3(SdVzzgR=FwqGLJ=OF>+wuKcAAwCfOODP$IJYmRv$*3uv8T#*M)(1tl z52WPim{yeR(v@n{cf1oWu=4%AtqFeXM(Drli&$*RI)JFYqjR6Ha7QSdR=bPKP<3OY zCqN{4Tb-NhixABb^!!;kbbu3k0_!t+;Jogp8dm(DuR4U5o3lcY@+^%_u2Aj$=|Bwh zFx3MO$~CCyc!@p6Fj_nMt9Yz2hApp5m}O>rakBWiU}~|>sc%r_$7EQ^d(6jA*CUzp zRrQtJAl|Du^1WQy<0$W{^ub0;^05#^%jA=6Q?1Op1l;*Zlx)8|E(xZO!86=z(>PGo zoGcq%jgoRJdo}YjdjaluvMZ$#MVlO-)S+6BCq*W)3+yI@RIh+K-tko)>>GIlVE^(0ndbYgltVJxa*C z#+nIy7{p>i9r8L0gYr|c#e(N*=T?_$DZAxJ0+9}VFIfzi>o4v8K$nxl^MQS-Q3-AhfvW$ ze%A@}xD$gQ2aA_jIo-_L&JdMYQfe<$lSw>u1iVHS4kTw-pvBB^+x?*s*u$gT?|2Kg_w;#&f4;kSqF7yiOoia5b)z%Kx< z{Rl9x0(<~qNd4>dkF|6z%B*O|IARNfU}E4F)1^fzyR+_2!JtKWkfXnewXKO7mf%%y z5W{SOWI9}hpeR9QFDwQ_$}mvusJAn4P}Bz<`*V6OFp+1Vl#9yH(;U^a4mbz%O83DY zy}+YC(w1qX>`@;d7$c)V$^QIM55}-{B28UMH^1)bKh>%|e}NuTj|2S%xtUQp>7Xjx zh=*CGQAdD`EMM=`(%&w5I#i1_)Z2fIn_<)M7Q52x7i-ikA>RYAJ|N_%nmA@z1_-Le zfDQ{tNJ1pYqLN#$$;rF`ZPGS`a=FQEJ8!!vO?~ch$O@J|g3u06zs=e8R$kF{rd=O& zaj^{#GO{%}dg%=tnN86mv)B!K44Mlj_yq>mi5z}6Yj^kY7V9LgxMHl90d!dHQU|Jh zS#cWn(MseIQvdYlM)L zOgzH^k?5jXGv@QCNyI275X*XMz&C`6!^71Jr*BM{l`FVSn&~I zOgIL(cW|uNuJ->v7B)!mYKJ4O#4utD9}UzgTnK;!4PG~A0i01%-~AANXPuM2Fj-V< z*ZlZ9gw$Nmm|Ev`g-qM)%}@al8w7xV?dO{G|3R4?i(P_07!P_uCtm>) zMtFEQkNv9a(+yoE4!~S|m;$sIU)IjWMO-vPK%^f5nbU&SZE)&ri+zTun26_%1` zIl17x(otU!ii?8+fln%xS7(;WklKmql&g-}dBuoy0)1)v|%7hUGkjonz>XGkD zyb=Tf+)&3m2M^`%`(73kIk)yLQxa9YrHMfiY_-p11vZWaDirhv4jG`W1j62&>m5%TP)3egG{0_WVzh!EAQapFbiqH=ZM4ZEFwDEk zPWGG>9*q6mTvwu5uFC-hXL{hWt!}zs1UkqYU}>OIR2zMfc2PFt2^=g#4RD;%(-Plg zhR3Vy&7XR+)%g7#RoB1rS7lrD_pj8;zKLHH*_RViNh>c`5=K4}j!+sPYMYtsJxXTI zK`pgO;ySQGVLE>2v__IEnEzQzT?qb2I&WPkL+pR>5uh<@c3c70;`TG0;?EwHylEZi zAhk$AsC;R3Ofc;1!iI=otBLn=Z&M|=7BfsUCv}2~zvHMO-S@9JAjnPmX;u!O_aBMf zEd*;$d^i|#kmDlc(HgNhW1WaWK{lGgR{Mfgi4^LzOux-~?Pw0>so&-veX>Vc5G8Q` z2eekCV_0N`D4CA0$q-LCVfv~ZZrBNe?h<3IiR?lUXZWq$JWj8JIdR+}u?)gMtLUWx zFE^*oeB7`)>GI=Gm=A1J0V~*VA33`#XgGWCJ1ihsD@JFf&wSCrYi}+ z6Uv{n34Xu?eq$LLJ7V@El~e`84e^brS*{iQ76g5z)idi*|DcXdD<)T-7Ecx-aarDP znOO=UNP7FR^QmZVv6d;A^a{3VTxCCrp%XJayw96fFa`o?-A|JZK?PsFIlL)QXH8|c zyS~4AtX_%>KlEG+j)S|3Wb(zyr}OTFST=p3bO3w+a7~PlU!;mQMrZuh!HHn8#ChLb z>=Jdow=r04qStl|;mw{P8V3YC z(JmoW-mWZ{0n#;#9pe&LDBCB0{bP{P@OV9t>((}H7T`y-&8E%quKP8t4_7S_pi3C% zYf=NnedHm<_!!Ms`Z?bKFBVPYW%AhI{%N88>{h6)&3{e>K6%3o49yjg+8SD0Qy53cWmPUS{#6HTWBOS(cPaVh??U&uTbj z#!zuDc}e;+LTRuvd&(#{2;K5#9+JwI`N21=L?Is3G|t_+>U@HiWC2K z+`XOvj)$A=qautIDQXeA-g1s$RzQ_2Nm;$jqI^@GwgQE-N_4qSDx9O?gcKdxl*E_7 zNGoDK21HXsipS&(&o7GGa3ay=u2&tUu=uHn)?## zG8Xq-T%(mX;Z=H}-r*ofMC&K`gxYP}^=>T&o^xXr?@1z$4nFq=NhA9o|EL@TWtJp( ze|9de+f<+Rt8Rg_%C&}U9)5U?7;`Nk5%)_mD3;B{KcNrHxP$ME=ntZn6famAIf|N5D+pQJj)=;*AsoGB{pvx+UU z7{y9i;O?Y!&6epD5n1M`o+<%TImh1tdR3R;wV{udomQX1W_h&-Gn+gX#S9WN*7{&AH1@SCG$?3~h#Vrx+UyOpnZGJ# zUl}gdsOTFMxYK;Gjdx;FYVSvvASSjP^oDv2737xDXV|BU8}y%&3kDuZ%U}Sy=s*~9 zAhkGrNTN!;AIb7ef~lRXD@nA7EBC>2of8lGfeH_PjCh_S@Lg{Y#7&HiF)?Bf7dqGJ zT>1gkZyMyf^XI@$;t5iOSVBH$Af@nyo=dPbzoo_IeBH+IB3Ktc<_ReD@_1JLJ5h$! z3v}~ST#W-s-S)Mv=CQDakRO7MW^#6nV2naFD_dV{U^i<|EhRoJin#N-L3CtI-HL#E z`E&R?-d~pBQSt%}9I1g|MeNl-P`?7A88H&x5Vj)Yo>2;v&BM66pzfOg-VDB5U+t?1 z$}6QVb|KDqWLl641W>flNRNUvFQS4*56-G=X{G)jab7@@|v zaK^twq_?NZR0QOK{?iCsK%uPG0Tz7h$&%At5CzTh+98}|G_Xl6*O@B+dX@$h#}jg^ zX!YL)#0$6u{in=G)T!-`A~(4jyQR$dS~$Mz$0gqPvxS@Dd}idI%w(-fBj~abrbo{_ zF=9!$&bk)t=>0EQ@tH6*Dzi57lvWOcLBuEEcYQG5-QC^sasj_RkmLP$`do_|aWGh8 zkRQ{#X(8X-LA4d$Hwmz+S0cCt3TCxhHt96b6cdg@u ziiOYpgqMIgrzp6;T7oRqu)n`Q75U96DjlpW?6(uEYk$xQ+Jupej!~Yfi=b%F{%bGR zqL_3f>nQ(b@+;NWQni+wa7fo$nW{{oPJ<(G4dS0%2Mb@@D_L*@4|A|28b`ZLKKR4( zM>6OGgdFX=@BntMCqp(VW+Y0Q#N~V}>tWtDc?aS%CkeaR@>KU7MxE^YOA<};Ff%iA zPQb|&kh&;2Yn3}j5Ark=Z8NA?fiAexUjt%hB_$)u0ID9J13DiHq2;OxXjuM>-)%R1 zGkyR#A^(U^9hU^>?@=93Hj=ZMoQET$pcrWhoQ_nAx2D0fN+C_d+olR%iwqX1_zb5n z0oA=UG>B%)OCnGevIn$C_6@*UZ=GLM4L!IsXYicJ5YZW591|URp3p&ze{2nX6^mo5 zU{j?>Fxj_wsL1FvSTcn03<@TG(|1UO2?I5j+FFFPY7Su~AlxlQ-pkzFoV283rRC#i zb9YL$0i_=_PzKXiLKS+<`ZXTs6YYCkO}_TmzZCVZ?*lGE04^63GfoG9UR|Uz69>j5 zCyUbSjf_ z6}QQxE-rLV)tw?M{@RQviInL&JHqB1T7^g}&qoyrVf@JD6fCEn=4hxB6NV27=?uhN zfj{jzAutxn~!ae!OvH04f6_}p6$g&vp9pLKR5A|l-W z`_IY(N>ewvB`4$th=6I9YdtD-+$aE5fmHa%QOB~|D8n0a(8GK~2Zw-wfS@2FU6rT8 z&ZqW^uz;tc0P?bqyIY5Yk#=-$Zf@!yX(0iPgU(uj7S^`?2l`uFLkq_qLS|!SKN~c% zkdgQeuGmKwC}?tyw5XQEOi~sw{k(8H?~5tDgVZa|TML}1Ep(Y(V&`qTniH&bzA6S0 z2g8zzHuwP1a{+T9V;4qUKu7fBfUJ2|G~0irLbmfEVN6|QUc0!A!K;n`DH91c+uWZy zH@&Pkw6p&q`mem8h$76?1BO%0MF0C7aG^QnIwnwFNH+$n%NZsB=FCk#X+ zfO5jX#LFn)P5^Q`u=RNExG5YN0(N#?V=pdbY*Ad+Rf` zQ&?7Ex!3o|wMFT$O*wUr*-o)_3t*3O2eTJv!I0RcD505`so~8BWjJC|sB|KTnJJj4 z7#T;rUmJH96HL;%?cT3JGNOmF1OWU_zO1r0)>bG#Gjf{xZh{}!{G?I3;pXD-oP=FCdwdJ9f7XCpHKD&Q zBhEiU3cQ%(2vb9CYe1FO%j1vdrV$)u%`%O&rl*x^Ry4u(_sO$UO}BP+mC4241FgLt)WkNX#4!8`4=orI5y?4ix}2qOFdlqZ+yp}_q@#M zCA{`-O+=-6pB9q zujN^W?Sw~~@*ku6fG8KAlOMnn0N4ihzuue+`8hOsU0;^GMQ!HGI&AR)4^N!^T`*0p zg2jowI9aXm?V!u_wQUVl>$QgOGUxQm)P`@Z_AUpRDzXQlsOzRdy{=u|{N45`Z>QgT z*!eG))}39+acBXNu}WCGhThJoVbIWZmW%?0!O%{|#7(9;c!<57H4UAj9?^Vhm`ne2 zQgry=uX}?&C-gSDVGpo_jwIw~tMyIqh9qsT^SbuUyRqZjkEad+EBCLg$N=zd=CHP9 z$-~`uB+4n%%C#v;P&;LpdjJY*X+b?W)XaHWC@S`XQ{s=%u{!= zfolTwguJWnT%>6uOw7zc7vx_ccg~xaO&=H*VliOheYF(SZVv)1cegDJP1!om%~VF5 z7a7-@7uaJhjx9tafOt$oh^TsfvNDNeJpdKUGwRjJxRLMmnVY%advQ3CH422dC&4Q7 zQH;@|=2X6vz9vmdV3^w6Id`cEUrKrq0Tj=dv1&Cz;J??$;(r;n97hELR*`^R217c- z`|}Mn5CDS#a@0$;RxAZOxpWB@Xf=AALI)0N z?C*M+j|{sJUwI{X0Q!{IwfW<4xL6%Vtnw$IC6;k{NQ%H+p$iMjTBvZ|E0&w(LA;?} z;pT&~i{7J>-`RHx=j;}tY%)YaGx`ac#7)s?<$sqPLD-8L6E<-WW0MaHD0?p&8&wPa zZcA1EQ&ww5daO50V94i`V)QSq)D3s+-su)Ahyip9ElE0AVLi}ei!giO8<-5E7E(i*~8Mh8;*((xBm%v5Z+aA}z1m=uig=K<~dp9yLwiqji%1xP0cptsp929uyGh6Q7?8_yV z;alw0xFci<)tKjcj^84T)wClln@a`tAVL9ycyjiE9|%AKu_~L$;j6j*!<20kxIYNe zW9EJ+(*JwANs}XdV{_hGbnSi7+Y3Xm3dB-@3wZAmrGr8JMgRZRGKMm@PtOWEP{Io`*EE`$rDZdUlWDqhP`dk3U<-g3xHg#D-7kr>edf7tPnEcj zJ+?wuWW#~uI+PAb;jS9S>J*wULp7YebX?3 za8KTFPt8QdbZB)Av5CL_VulsTbNwX=0w)9vPF6?xBvw>5&_D?w|KaXP#3II5Dj}P^q%$5c z`QJNIM<0?6KN;)#ED>KHxRwpAE8Z#cLw<76V2cubrDO<5ogJg89WkDI0@*MgV~KZC z;RW_=t}^^%)Xtab!h_~?UN5Rl7tYq__NIOV|DIrY`Fv{MXv^KRKqen5vkt;!KPSv+G;dA5aQk- zpX3(AOaraZgIc&G2c*&Q%eZKF3ugx62%EM5?;#E6Wv09muhL;6mZ#%w_kQ&jN%Hn4 z&lDc@hv(BpM3j)S?(kJckh%p(w2nAdag1+tl7n+nXmP{l6<7L2ou+Fsf0h6Ri)HgD zNRmkUv(AMnqfQVH<@K2~eXn1hM!39S0`9~exFr6I8F9-xu@61GR(ZjLeu5n7X+t9% zp>WJL$3JEo8c5Pf65$h0NJirNcLon)Wl23fy^}+>dOi9Sd;)^w^K%iWttBR1?v6dK zio+M)wEbStS(TwKP;&tYH&?1+BUfV%{#c;(+xZr=e)sc6>xDZe2X7*)GBjd7r;7u? zhE@`+X>Ge6+f~ajz8igjmEmx`zt@W_Uukro%PDCX)@(rl#Zp z_IKLrFqgxpw*jL-An0YY{8ZQdd{O*{oxJ&+VMBFTz;maUV<5-EJY9f87zHHsXdB?L zu-He~R%IcBy&Hr&6u~eU^CzyJyw??~v3i|XrVN?Hzan@(Bt-Z}7l7g$}bZi?tez5ql@Vp1H2O`Lk%pv|$0 z09erK>v9^@7LbXHRXci|M~=C8341hY@+0X2H65WwEY=|F$cAB*-ATyaJ zumiE^9}8{|I&g8!RkfI4y%=9rz}hxE5Bq66B&TAi6ofm+fy1N z&@O=v^z(7&En%&?(U@ijIno^GEObDDF5FmT{wG@pUbM1F7#bS3c$atl4JUADwAyfc z2H?EG{2(wF_xUmc%x)MtI?ld@^)5Ru!E9ng6*E6dJH*at2fL4hAh_NvJVMGavYQP| zemzTNTy05*c^s?o<%sRh#`fc<7$+FjNIaQ|rB<<0=x96%mD1y4aS(#Vz&;H%HD$^b zfN@Gq(xR*)=4WLEfpi-T+-?@xK#fmFB_S%$21SsGsBxq&Kh)q(l(!~E)@D$$aE#=J3ny<(U+8O?fO^%&fZaKKOMr2+GgO4X%i(e@gg%uYvjKBG_7;>L z(691oNWXgFL%v(d@9@FVN-CX($a=2)=d2Ri@4L*!Q|!nyE$$jJ`L{8P4+tBeKkz?z zS3A5pwB!L!WV(PNgJwDQalM4x=*fSYc=29Gvxj!N4LQPYYBp`wKh=BBq*g#L!$2?k z@X)H=8L#hMVB^X=a@8~ZKx(=Xg%!?3JTs$GhQr0ddu;@JOUR>5&FgKy{lyOSFu>w> z%+3xCDmAc!I{$}E7drRb_+a18XE_USU2kr_)TtHo9D#N&tL%RYP3%}wA*myAEPdhM zMXS(`smu6}!h(jn`uYPyTKp?&*s_7ZxV8WSw?7j;$0I?+DWttC9ZR*%h>(ko00ipw z+gT^zl23wjnT3^9t&J^=`;L{xiFq2Zw^+t7?*c*tg&NZaogt5S`DpGZY9Xa(WbgqX zA{3t0i^#MNWDszE>6eg+H86(*fynuRQ>KgS17&3Ibd!80LakD}Of*hfvTFT05*xa6 zy_0l?L(_4Jzc1GkL;7;npyu2*5KNDtvLFpuKrxkB4!1#i;6#2)S;-o%cy4$&m z4XJpj>#`<7CMS&_9BD2(?dKH1LP)o>@}H^Q6pac-x7~rboP)7_?(|rMHENmVxA|HJ zp>CSiB}9r_UL(43#VXCghpgpHQu+eY9tJZeWN~sIQC4(S2ZwV2dMJWN8ykUQ8WP!VLf*QYgnrv2HsgPo3d%rf^ci59gFq96{4gMaiuR|SA&ZLj_Ojg? zeA1r^CV|dPj6Q~&>{g%!s67)+SzXAxWJFmBN3Uy)Bu#9XNb6x83p95wxc#E;yvxNX z+@@mfJ_o23WwtGR7jp6THgDErE>yP~Hv*h9(3N1Jn*^N{zht3cVITt87g^(i*xzyh zf%RG{Q?AI;$a4&3p=)t5?C~+r6HRxLZ|Oi)z`&eQ^nyS09bKQ_{^L}{rg?V=&euh@xIaAV?OZ{)w4T@Tv6t88AnH`FkcNCYF|#1F5$@4P``l zC$PQhGf@h$0oSE%4}C0ff!UgdV}=W*I$S~=0)m{hJgjRjC3WpT6)yp|HAS>=1QOu? z$W&2-imDkeg*?gWG9~34`I?;_n*TY|9t1%B44>J_J+~*?Z#Ji}zQyLW(waBAZ@B$< z8g1(f3j<)~`FiwW{4n|S8Y$vsZuHq#LTC^{GIgsGHobnM%fidf<%-QY z)9oIsDBq*plMn%YgJY4 z2>QIL%y6lVK+3X5!Y|DYubDQ(*DjzY2uyxF*GBBQ_}Fk(tq@)7ub9O(pl){g0R(vJ%wrL=ddRJu z_AL-CHu78CsfLQM^9ZKKL?QG%FW8)lllAtm3-x0V&wCp~>ugyC)}D=kqnVnSe~^ui z#zv5+^HJSK(^N4=7q#1|vNUV^*Mys@x=+sak zvs^==&RerJ;S?Fhb=1N}e5H%^C|)iBCM6_P0vlsOa%t>1P@sZzh&UFNo*it!7nIIJb(#j-H5_ZC zU{d5BfSoIM7n5&rMHIo#!BOM9I}DVWxp}r$n_PhU9Fs0}A(bfvb`)#Vh=kj!jNHL6 zv7CR$)U=@1Y?+OEE1VR!+R1vc&Tj~3hA$!Tn9-NB#zu=Z{i*!z^-M6~iy4(a(jS8E1 zAX54`kh?AJp?rx;5=X~-kOz?d4i2Bu`oooqili|_@#&w72DH|kDoXLS>jK_qY@}tt zxl@)fV(2hnbf>4cC{s|`?c$;q@YrB{QSam$EXxncS zc}Y9}K|){ygQ85QT>P23%+|m}_!m-8a&Ycnuoa-_t0DAS+&;7yVJD*cp;c=1d+Q&I zddYw5>NV@R?&q=7L2<+}5(;cd?2A#G_Uq*hZOGcuUzrU(L~l&&y-7%{a!~vQ73|{Z z>x;o8Y#-cQnxRmRg04s~B#xO%zmm#9p87!i~MamYwSlY6N0hXYa$B zKHffHAo&BpKD^7MCI9L3pE3wNjEw=Kv-?kev|}gmxBd!`VVm1Ffx-3GU$+&2#NY8={0hACK|j@m zp=Pb;T=_qS=k3!;-o$+WCQT%W76M0JJqy2aUm6n5-mU>Yu$CgDQ-%eT{ZY60rHOoR zueB0jj*LlE`)0V^*PzL?&MG;)N1N#pe;u`b7Gd&}VuGNK5J$jU{3bn`g!O9uAZhU| z@HY;`3eyw^3nN(0|M%n)kzN_oDcqPD`**rZ7i|u9c0RT|02nKc8!krio98G+9+nvg zDkdhzZfV*(Yw6{G*XE|th@k+sDR|>rrxHCyR`(+aB-c0ESE%q9bqS?d-4W9a2~-)G z)|OxMV1RkM4qR1N2#jFFNwrPdz`8C3>N#H zJdJOT6jQUkYxtf5@EKY1Y6pgmilE2gq-Mgj)K+8}8Zldjz@kiFO7VQ3rK{hUf=rGx zEvU7LM0<5K8Wta%2B^NKa4vgfSaE#@0lDa-&+&Tf8CtCt9Kh61U=V9gX0zj8@j5ka zJ=#^T0RZXe@J{l+9RU202RKDJrX6)z0Z0Y6eLes$2Zp~=tt^+fZjXr&)Qm>MZ8j8K z8k^RZ$3j{Q=L!|-eaMtv$0!z~(=ZpLg5r}}L4;*-2s+108B6ko`E_ulg_G*^*#PAc z^}$gFbb(E32|U?LOX9N2gl`f*fd~m%*nbGFZOgw)M9I8!reQ25SX%eKwqSQR&#ft4 zkFLa|{TyO3dhBA;G@TYO=F!FK#JJo+uXTGw7f6m6>Ur2@%w=1WW6s|!G&aE;tK>z_|R|R{?q5W%~HBSJV{gfy@`7qDZ;WeYkLs#g3 ze(!%C@Y-j{3=T4TdVHvI&wm9TaA(SOp!J$s0mgmTYq23nkiG$F@%G1NQB?~FY;8?^ zl)ua53+i2;)VQi+VD@#krb;Vby#GG_lOY9(JbwQ7tHS#B^P6468aIFQFM|pImmg?C_f#?v3nDeL$Q|JVIpSi-d|c@I3-@697W4vo2c)1e`in zpW7(e)L?BD@7$hz$1`|MWp;QwE{q!Uf^%50B7oD8E)zM-M+ow@j(?5){dG2_d z_?ESdSf3q{I?_ow_#w+b<||QRQ1a9FqU|dxxRlef;5gflcb^Ib^0{^6;PAiw_TdaN z)+hlZf4E|ksr-U5w37EzjjlY^BW4Jx=jgwZ)IN|TCmY+;cqd?pMhwpFUV}g{(^&w} zgGc8YVG2dDMdqMw4D9JM-EwH2HU|}l zS*#CjObR9nq9Xv=kk|bK#`E(tFmf5b#%`(AOB)&3m-BLS*8?T@)Qf)$G@>RpbQaZz zjqpJN8qePk$s=Ykgw5{+ZA27$!eM%ulncA^YNnLt>tLl-xOR2Au;H~+RCi+&&z_S ziV?1X0U&ws5R_`y>;dovV1PRWX!$lU!lkFDJE~(ei#BPLaE&~>^2aDyX%`9JDmeJZ z;6WiR{i^j0-;k33z2eQ0XtIK#iP$v9I5pO1j)e(K{UzA+%2CUSagY12+Umda`;PlI zL*HisVCoh|Xr8&4RIe-A&j{J$c-e1amdyA&VlX<#ldH%-xk8Nt1DBBLL!AqqCMFC$ z9tNA9+kK5j!n;0GbFoeevF1KM85woz)=+B+$=fV!|60 z!|vY+OXx9TQo;_8Bt_AArBdcYoq;fzS?as>q*U7k*0pf*c`G1S(~APD>&Os#9iar? z_wN+ILq$wNvd=nQ!d4aQ{$U!|820 z`5!0MTJU5FlPM|*jdogdzpjvud*Hgw=w}& zA{Fi4Me`;JSRtC`z%Ec0p7FF66{UIxUt0i37Ql#-C5T&IwD{kqIW#>sy9Hclz%!3( z+@0uUjGJNjk&_~U#U(Kn27oc;>)pMxOQ}Tg5U}T4p}s{|VoS)gK2+*|+=#y%|47u< zbMWKSuovm?QKVky#g-xjUQ4<8gX7}HGUhnv_dyaAHfaUmMOaGRq2-Sg*NbwC3kwUD zoV-bo09hu@JP=6ZxIbTK@L+yAzI}4WVIhApMWCG3QLlw^5VWU#yeZ9fUH#rED^IuUg)E&!-#5?KY<=PI_EbUacayO39wPE@oS})Kd>$%T_FJB~DEUMU z!Aj==e8DO&6IshAH&E_;G;-@{&dR5eo9FjeADNtNzo{`BjWT@d(XbsZPFNjyeq^^? zH(7p4By_gy@n34f+LuwP@3MpFr|G>9MBqS`ydJ7~=fVen&H+aERmWsAmf8l~mhM2N zXNgc&ymvsv{LUM2;d{D>oP7MnzVotbsZU4cPx$JjeD2;K>qkB)0S6Lb>v8CsIkpRQ zasgtwEjPe>m!ME+6pJ_jkSeFRxoX9=tBn~-MRCMJ%V%b&ju*f>`8Oq#tzjNAtd3-x zYWIau*v4+21Et_g&A9hfg0nln zx<(bxlc^ux@?km_*q902Lm-JlY^ddUUM!=}{K)tyMBydhY8KAgzB=|zF0@|`YPNgj zR;tWpQnMt#FVMVwWUX@$pU~i>Kek7By zS~fCb-*VRO@J0!M_yK5%kpIbIS;Lz9tJ}hw@AcUJc+T5jwDxb@U<=%Eq^^6`q`S$< z+-V&jc~#tUgN)?{pUMVZ5kJeT3E|5m3uWbnW0bpJfaB4&3(KP4;$1eQo-YO!NFk#{ zBH}Lg7w={o9#z?}=9t>5-KJb8DYq#qHsZ7U2ZdVNy?h*t-mK8}t`g@ZUrhIijyatc z=dae**86|zfU$Xy2Vk&eg$iwSbo9joFw)sOXaD)lWr9zaJ_SJJpYs?6B%D73(0C#O z0(E(=R6#m_W8=KF)HLaWsqr=KiUj~-%HJ!A3%A$=Yc?UU(gv}`%njNUl{6kKclDSO z;%>K{mjb1X)<&r~48g^IL`W#Zy-aj6uC*1xu+wSyqgrvSr}XV_2H;c%7@u4Y5U&BZ zzpSC-LW;$U4iu9uz~S`9NY42uYEB+Q*2UK{AYftGxN}on*~8S_{B3Fg?d2ga$rP)Q zlohp7MIHCZZ(+52_Plkr)_W#g5%N$Ja9d{MUNOHM1sCL?aK~=$q9X&9e%Zaa&Rm8# zHZkmF7nQ3tz!8cN0p`||O!k}))Xg~saBV#U=N`%*y)U}pF@Sl-UiCl%0u%7hfUcdf zi3vG!&;Q1}15hSP%dJ#h`$vG~_y9ohU4U6yW;AdJJr@8_@gJ^M_pQ0H@qk^_1R3Zz zBqCqb{|KNuw2Xrz$M*+ap?{=@%1u|8wXds8MhbsQK_JI?nkDZnY(f}IxBgr=?;pFi zyrZJi;%(_)H9mrhe+XcGiky5#aLE>`jLm}W_gO2Pc9Hg{sN8p^#vTb=%=bYGUy)RC0tc|5!T=joKi zb*Uem(3sof01O`=J{kfeTvqCkX4;Jmqo)O)m#|rSQ)07>SYYzw2(dvZBBXj{%W9jyI zp}|)XHyogO5(%orNEc)qGk@r`?3tQs9^(vKmfWPhu91Mz_^!oX7drB+wCbgg`Pkb> z1!Qa=X1YU?X<7WcxbFR~gMgqvA5Ul|z-I)6VkaWhh7msxiZmvDzkkwfBR^Xv->-0@v0rHg*8Wgq9XO7?U!0mugJ2a1S%m>#0@fBZ zx*wv(xwhu_MHn`L*DEA|>{e~QQVFrL%b(X@{JFS39`d+VL;6i_fl z+M?0;U0f1SE`WkMJvLIJZ<>u(n|B@M`6fVUtOOG7|6t7_8Qgy-|23+Bk;XJx_RIiZ zVme=x0MiOS{^9B0OE*{ugol7~k zL9(zn&~nM&MWE|f9feo{aX8+@bvLWzR}&(T7hPs8Dk!i(xQCT=T8x4dqZ}gId#&(Y z1%{Tgj4KS_TcoA~xNuP8`(%}FxuNNTd`tpe;yjW&NM`Z>053t%zFQgZUJ(Y6(IU`5 zO7pfGu16t~mf$1D!^Taa*n#7A6SB-z#FrARLPVR^j@)_Uo*zE)GyrT|JF;o*$fmU; z^+w~^$#X}ZJ$wArSQv&&9=k|Hg+gI`e0*$dY++$RDaCnKlv2aP!-Io^&C&a%QfX*t zXm)lMOOw!@Z3}_UoH@geqhE` z%D8Mr00RK=(c+0>z4gXn(T-~4&XA;IM{bhYrB*n>Mbi>bvv$?+%tAQ~L#2?yP=kl4 zRW$SVji?Zn4g;VN00DfWx^|X?I53nngqngt@7TIU9+x&J8ti)nK-F3zSU{Yj*6wT` zj<_jh{6atwDO;lf%*c}lilv;fkcyqD5RtfHL!0McGCs#&ZjCH>(F^vz_?EpcpasP3 zTh_l85CD#y8e2WwABG{Dux=?9i__E7Ih)%s-cOQ zg>*VinzRDYnwMEYOR8jZC*xnO15Kd`nFJ!DP-`M2P+B*5p`ca|_g=ltJZ3jSKqLrE zjlP0nsj>Yk-kgn*{NdjWum!!6|{>qmpXBW0@+qQ1qI(ForKY#x4;lpey1VP|J z0RBrv|L6bwpL_1PXaD~FLqkKWR;@a6(^9TE{isA;R!+GOIKlfa&cj-NWy-PMU;|>=rjyVhNyN zTsB7@5orL=N=+87=A2zkT2n}x06k4gYa_Cm0onLbh;>a`ljL%>rg>C&<`7|K`q{30 zrrrpz+PDc4H%WI5HjmM|wP$Tserx*MO-M!zk@0@Y`KpOj=}`-9Oe;F}iCOqYj@%HO z=PF?5=qY(d8Q&|~;ioMd)}-K}qeqX{>-EvmQQ!BKQXF#&mK8<(i#WUPy6cGO@ZrOQ zgM+zTZen8MbNBw;8((^DSSt>6XTa>JW}CAqs{{bB`8zy3?Di7?_(<-_$;mTk&a@ct zWt1aFj_`+HdehIKQiiV4^xGgEvks*=rp)#e;((Uv-w>;|!oU^(3Gid)uN^3ks{&yY zsUxY!EaXMN4Qob1`*yI>l1NL<5zr@1xs7s0o6Q(*8oV_?5x##|!g6 z?#i8=nB3o!AFI_)WYWcKx|m5X`tR+YBo0bIOpj>xJx^ zj1j{TEQwAuvbDAt;pp|wg0USF(tQc6WFBC{#41p}Nqb*jI=f91-R z24pDZ`+h#3C!%Mceb$ZPiP1!>(r7e<=%u{YX*+i7XP`r`28O5N4k2lR1LEk|7CZ+ z7-BDRYYfDY zP?XcsHk0&@tJV+o<)?T@Z?(!K&OE?{N#A9Rsi~>Su~Q@2+NR;u-mTFlUZp%lMT9`e zoz)00IR>a^Q-w1W*BK*to85>$Z(Ei|Apaw<}$%)w;V<%0p0kU@-4N zP_I?}RBCv*dupaq56h8KBQrdrhy?7lDzcJAkdQ19&x7!S^AEYMO!p~7jK(IKE;6#q z+6rbI?Fw|HSGc(tGr!oO^qc?gt-toW|Kr4o6FogWYy39{LA5PDM=W{SnSpXu7VW&0gB-(kCB$~czt1_94 z2(N0jS|}9yyE1#P8ogoDMiB40J;Ds6asU8O3U$bj8ec{WBbd(~tJmwYhXC7@Kn*yycKOd^B@B8BBa1pbeWCT7mPKXf<)J60NkTfh5>qCR9zVW@W z?OQhazIy7JV;k1?XEWaPOx5#LHWMO*i;Jlfr{UV&uNYmujs)zO)@hplJrg zwSM*K^B4B--@kL`&U(GRdbt1e*;BV&w_{|_8b%LnwMUd=@u(zXAzq*Mln%B0+JXUy zD3wZ;N+n?c08mN^evr@0DeMddNrAX)n z3yCn2#Wg{U&BJI>JDJ!A=5AxzwmpZAA}idQ5Rp~R=!w`Xv~%0$?N@DhIS~Ld5V~&L z2=N{gbF-5jbXcEpUo=bNdZim8Aae{xY+p`^v zXt$97&JeP;w&Ga8C~uA-L{Ro%O(Jp$fFl17xkxmo3T(3z6F}_zvntpvOZJY-_ATp& z`f}DfvJJ37PNH7e3_$dG`NiTc56}xknw~4a^$o9e8f{r7!f7rzv41UykJ5?pEfBTe znz;~TTST-cfw`E)y-65A%ps9nf;ZmGSwn`LH;OcO za@9oLgh;{KH*y6=k(n?dW&LB=f&l;^olYwi+mDj~KhOl`I+Ro@C2>L5?%s}$fU)xx z9m-~Wpyq5CX9_J?Z6?t8;KrvSF7o4|$TcvmN3J9BySOS|1KhlKYrR$r!_YZtBKn|^ za|M~T8ZfxuNG`3RSgP&ax&1XSe?`;V(Eb;b_`(aq4LpEogr*A^jeUu(QB2VUZ@(%f}N%b`JdVJ+DKDv!j|VZc{cClXuC;E@9j777lH< z88U4mrQ&xv?-j)kb_|X4F4Q`-dwdg>n0MI6XVB6+(ufA>1xwB{MjfV7ydueeOe@>&yFggfBm|v(4 z_K$q{{l6ZsIWkC$C^S@oOxOZU;(9@_uT&zvL)%!6G>Jw%nt=EqTciZu+arA!D+GYb^Of>KtvN168cdPz*$kUdfAoA@amV?Amwmu& z8WRtXs~*5XWwCK@S**L-A_z2>@anA_Kl1)}{PP1(96T}B-`{7Iq!(y0nu!_#l(cFQ^NT3rOXgEDg|l^r7_|V1ybH_{FcE2j zD8LpFHQ1x=h%{0xumaIBwzUwpA$g0+6re(ka>JO~%)SOdLS`(A97F)Xq(xwv7EOGS zkT#I9*Bxv}TrWm1vQmPbE8JquTMkKq)@>Pp7l0GKAfbMH+$Ujs13yvr?cNT+sh>4D zjv7<3QoLCfwAPjy5Wqx1n?71og*jh6v*TID#P7C9wPV$O^QMMR1gunliPD zh+cg2H7~yTn(sgO#P=U~d}w&Mr@IRgmGT;mTF?mRX6Gj+&Tm||{+HhTrtRijTerPv z5g{{q^u`2Fih8j>NiQV;hworRT%^9#>F`A~i^vfuEGb>QDC6vmfMuw}X_fYi`7PpY zlu0xe5+b_38Vlga?EP?uh8%9!k+K49pR<*cCi28s2P@iSn2c0F;=Lc8wnXM~x#nfE zmMCaR9^kwbAR0Y>J1RC0N$Zfb2GUVm?cWIeIL(0Ath6p@i2$1wPee7`DxJvxBP9m4 z&4oz*TS*j=BN4s)_8VUH!khLVI(Fd53D5JNIr?nSsB5CP-~HM~Biyxpiyb$Mbe%pz z4Dri?9l0 zfaSeX#94w((|J5eDX_<7Xp7%Wu#9&7v?h6nWgGKiZPRc85P(u9S0<6ea)hXq*CrgA zi|_lqGruJYV*Jw)DnzATuRn3%h)f0|l0k2TfJ#Xc9<51}MX%8e#9xwNyaWfjUz_My zxP^(y07L`?ZR|o21R?9V4)t5wObBCiUc`jNiUoJ=*mCvOO#twQpLt1Sk3_LFh$er8 zrEwv`=p`R6hf1WRQmMzEJ|rsC>UmQq&l4xdl`EDI%^Z^B<7lSr=Fhh8!Y$yqF;HG= z?K@YK7_lm&XQjO}4y^`^-!FePB%YERqR77%yv4%luTKuS8D4uT+&o<(L3?My6_2mbDJUvpU0!sp0$ zWud=g2?^&rV%WS+>)3j2ve*`y<|@w;LZYpRs9f8wWpUqOW(&{T^qO`2aZvJabjX>O3l8JX%TF2j6)mKcHE(cs(;jmPMTrr{$ohAN&JqA4eK&5@i4-Pjl96`Fo;r$`h|FHk z_QmtOM4m$tsF$!B@XXOuWLqbLXXj5y8SN0bFO}FyKm>WOOGZt_0WJV0KXVKai%2yb zxtv}AMD$EC!Z*K26ss$Fo&TKYTh=Xn>*!jM0uevk(TLiFLYdKO30b6N1-QjEBAYFn zi9U2@llv#}CMLKbqUHz{+Nl(6ZK{g`d|0=*)Z!{?E4dvi1|ZUQ8#o!&VJ!zVz!i`g zH`=PgCV?V!IMm@KyoV->|+8+qd`EkxE*EBH3*9RbV={9`e8kAzB4YX1=o5L0`Dp3nxaoA7&)1GM#e$!U(gXE+UD_SVH0M#0k&ll5 z5BISa*m)T6@(aN zXG#8)Xr?2lV=YAh1Z9771i0Hh0Y{eh49Kynz`}hy3idl%z(izXx}9OP7z4$kh}tAd zg8xT=gxx~U>E)Iw#h5^JJRATvO4kmNV&6|>nQMZW^du{`tOM9ml97Z_5b@Fsz$nO7 z0+*%%0HD!m{NtCt>&%{5bxt!ZwL5i2^?OPwg}M#(i;Q<038;Wqpkg>v-W4g6Hl{?Y zu3K3cptdT|2(Fe!^~K`@yMq5;u;jB$m7kAz6jQDuTn z4bFEVRrKyyw{24#lO&4MjCakFxT_hB$J0niVH@X&K2j(g5a|JzxvUb!8j^2N+iM!_BvTnpzKC106u($>@lNB5=pdy2zV9K zj#T`%_;AD@j44)3#Nj|BGhMju(haDwS&X1p(*Lw`DmzFg-o}OK<DmTF^dGvgxYNS-wR^M+UV z)wWI}oh@XHBsAGPnP`Ae^u`$Jk~J7m3~?TQqqjuKb8TQ!@M~D62H^CfEm4q={&F~K58U_1Hvrwx{^HK?2`J8*;luPXb1)XmkYtI(uA& z2Uv|Q_n6e?Eiz5oc?llazJ2?uk&%UkMLzSwjFwVLc@dIpszx-r$I(ZcG%X!|Ck<0J zt_z$9XZIeLbD}|PRU9VZPY8&K%vH{viT1Rv(tY)Egb0dp9YOfSDIO86I9+lz45Dzp zQ=4gn(TmP{ft8}7YzP!NW8n$`7n7iCs*r7-fF(As`86`?R?WoxHt}7ajBUV9uBB-g z`9utCk{tmcXBxMY?N0r289>4!67!Mp1$C%_w*)-3fB%6a&+dQbge89?*At4_4zZaG zKC_7UM6{$Jcb^g#kLZbH#l?ApJll+XS_|WdeZ>5=4>ot23~jjr!X37#E=Srqow`_U zkbHei8ODCF@3*)R*hsR}=W>VCWgj$fK0;##+Hsl@2NFgOH{nC`Lo^N~)!XP;u1la4 z0GLGBHbx>Ec9TferDLaS4g$1E`7p+bOt|bHS~deTZ;?qz+0Nn<0EUN$Z@l4pu0eSw zBNo~tz@j;eK%|u=)?7{4zJh!NVK-|eQ@;~GDlJ4zxPpND79j?HKmaFo_WT7$MWKr}j*LKGrm%kzWn48(XZ zeh(j4+FGW@sXsn)mWmQR;uVEN_d66K5pR)}Qn`Raf&33Am zkw1b{qubf3YGrE}IxG1OJVoo8kte~5e}^31mY6w4$GPpcB#w4m`HE41K=ecOT;g%} zYofHH`=+tr#qHY7)(BvHc^DfgH#SL&=;86y;K+Xo>=QyDKtPLN5m5m}%PB-;GsznH z<-FGfld`HY2QdnY=IU&A+KVX78-<1FJEI^(oVsv<8@+Su2I~Y>yk5auA_OdAQ?&`# zr_73_Hf?0HpmbO5#uN*I&~AHN)PW)`M2&E>m6vYwEO!x!2D7y$AW$SemRs7~Y_*!D zUKhT^G*#3>@tH)6t)N9GNq=|=U0d6P000$&YEsCAh)4qGt?6sIPi{^qB8tMm5Ydgp z1~P{k8{<1t-Hus>R&*w2tqD((O;7;f)OK+Upp;6bQZ1vSJ1mE7-@bj-su6kWnq6DL zz#o(dO`Ea|tX$$sJ$7}qBTDC80_>DRCB8hn-I^fUSA{GE+ZYucifC=YUJym@$0pU> zomeIiISA1DrAyiXPE{?&*%CB4qY*<^F=!Su%^iHmf6z#B(H^$bXoZ*6(h*aM!NVfR zkSgzEh^*VT0MGs;sL70#ahXtb2RQ0FN(>R>u7u?lfq(Z3!NoEFB4)GM=3{`dsU&Xz zc~%d1R1PqO&HIw4pxWx(;5u<-?aS1ws90KHHi+h-y#aIK-95IFnU=onXh(rL?osVR-9SgN$ zrQ}G+m;)F?)52@xj(@y6}ko<&^aoUt&Os?C{qTr$hE~ocR z&`w$vZGMRQg5VAa5t;Z4r@!c?f|L80;ViJB|h-5H{&I%6%x z=DrSr=rR&-A9VK!@I!DbVsn)npF~yM6$wuvD6eP9D655d3Ed~)}A2% zX^-iEj>c7p(!oWJg=1^8K!v|q4saSzu_8ZF1W^pqL+jr#`6aDo!Vj9=q2Qurbej^r zB5_5xIw5Asl1io8p`hjk0Ytq0_S+60IRZfJ05$e6`*w6FqluR2nV131f*)Ws*4&F` zGC~A7TLa8NBgq7e;E*6$ByEQ}A<{tZi9auzHL5Uiix_8ew-sf^^05tT!3-U|L(P06 zjc=;KVjFUapoI=Grmj()V8nxQ#EIV%029OI8g2%=H}STlAc)Wm0Z3pSn}1foxf%YH z0cGZKYY!OUMPT;+h&ZE&B%E18(Pi<$VZa@Aa)DfeLKwvAwC z9xbvX8^c5v@Gu3t*vCbRPJbf8wMxM8AyCZdaog#(R>(9?^p0Lm`VIhq+)CsZYi3z~ zwtf)#Pp-@B_{(zqQBkv;(RMhp>3(w7Wn+=H?&FSeX+^($7LJirgtj3J;z@)Rfb7za z`eyPL?#g5GJ^yD4Lv187@DcXB}8RY4Rf$m7=}&KQN&n_ z8d{QHQVh$tmbxKQdJ*my2n&EFgK-<9+?hE`ovqlu>A}|5(LuTqaCSXdTB|jkJ^!vFPY$5mo3(u2maLW^o5V zl={y0m^i>9!m&nu@J7wf%`70D!mN^>UyX!O6a0 zunr(_^;Udp+Y3m3ToQyxdz$XE%fK<*8U5-ETO2If*4T-RkiI*$!eD}eqB{5?WrP0` zMZ{-wn-eSn4uy4SfAolJ!^Er;?9g9r!=22K##-jI2$WJDM!7j4BCiN#IWvl^*lnH( z6;loXV4WiNNypi5H#eG&E6?LR%5Jk_oJBt=<=L4ahdAN`VJmGVHC-sxB+1;{q$^;%L$3Qx z&_82+sTB~(9$(k83yCp|HM-TLCPt&VaNRKuX+le)CB$mrN26JAuvQWY#ub1xDb^{B z+>s>v>&c85B7%xG9x%TOdNGql0Fq$B#ymvG)?~bnRFKU&M-cZ%xh;2EO>oH?0NUqI zcQrs)SJyM_03~?aU9S+RNhTA&w&WsnfmRt3n4G}wI7cQyG_}k&cEQ}vdo$W;@wp|f zH*rqXIe8yhN(b>VnhL?v75)FMUA@vR%T1MfUm_>?1)$)%u)&y&l++0UiT$p^V6+XOG~T&bCRE<0OEFOPn(2~Y`%q7!4A(k zJOoWFmiRfuWN@+GK+UumD3^Sb&1B345~EjL=`QW%5A@||E}%jKCr$DeMHTnL@#*CO zC^u&!w6z?_;=Z>n|9A)3CWpFQ3rE-g?svaSC;8i7d>5xx!a3CBQ8Zf5o zx&sSu?CPpq+H8#}i$5b)Ft~X+Mj3KMOXXlwiBOC!=mSYn+n1yjV7X^((t>;!r%ZQe z>xB_9vpi#c)R`kB(FU@-f4l?u-Lwexf&B614_|)rlb`(R7vG0rSg0nqVK-VC13(gxSH4JsMHE zW;GGvwV|@NXxwJ24%`xhaRxa=D#nd(P|D+#(<09M+7$lnZ-4vKpZ@8u{`&i(N2}JN z!MDBHf3>(EERWiy8BGsiP^&TnnGWmkifQJ8$no_;CUPVeqS;=5=Hqg}JwEiYCoQa* zc#=Li{q-vnJs3J(0EZq|9)$7qZ3n*r?)6}E`!Jas4tXkT{wBBb*~gbw-e(WbR&sI# z6*b2WDv+AzPShN5qRVwuDHgPAQgy;;`=cD-X>zDZDEOb>|NhIDFMszpKjRpg;G$Pw zaK;Qd!wbTTYId7Q3(f>_`scUe+&5j#6cJaeBcipZ(stPmJe4V7Q2VB{KjQyiW@&K{ z(dqUoXMe)`WG2NKs`0sOjQjF{oV^qqj{@LG-4zS!)`ycL8E7nIv5GTfNyP+`5v>}c zP_u3xk)g!s56FDT{39K}@0Q3wg9dZAfB5@f%4F$v#r3WhaI;akO(i2wY*VXfC+p@_ zRaI{FxMxJfaFEY9dSj{O15JqQ{`^YYSXu;4_A_1ic!j{n<3*)f@0dFt+pMWHl8U@7 za09oybI1r<93ItacdwGyu>iphdNfHgmh71Bo+U)iwrnVsX9KypUvc?44|E?9YsA@< z78qmuQ4U}aEXdtoua|a)_T&gR460lfT%Oco89M>?X5x881(h=x&!Z9Nl$Q^Y%>`qU*>g!fFG3LLje=Di>5 z0695yJ5iWF)>^OE>p%Xb&VSC^wYL%Z4@O-^n1+3vXd1oOT5gis``KSL`~Ti$^suTY z%bO8gUfU=H|BtUXZ{~B&f-S~xviN78zYmEgO!S}M8e{fOC}6gA)kx{1dM29rsB<~L zbmR7;J{mwSogf_*s%Y$FQh3LlK8Imk*BeUTHib)ecraz2>-&nI5!M5ywD(_Ai zx=r6S%Ep|TuNL#9Was^uQJ#>Dl<%F*t-;u&E2a&_ip39cS`tmkW}uNzTsn}zk%p*8 zb(6e+Pca2V1B9LHs)^96`a`KnI3CdE19p7(H-Gh)klqD%`{2IqLSQo#+uiNw-~ajR z^{S4ouq&=#eE(;E_t!uB<39c}1*<>@v?uwC*{1K0B$) z=TUs1z-s!iIm37V{a^o?c>H?($?Ns$TRawrKpS%^;8tBZ)CYr)2rr$BIXGQSa&cMGAfV* z=Da$NePrky5{5RYbH~Z26g|5*s-`1Wnv+GumEC~L{i+lKMF0duY_+M-uuxmMU6Ef{ zqnmS04uIIsY30n(F!!*B^pXOO&72W)gK{VAm$zNl z`+dEm9P%^;61n1$Oc-&mt2cgDHmxqu}hQqpPrKfHh4M?u51OORM;dv z`%*2J1sABcW{@lx;987POp}cq5GXk>f~m+7M@+VfFtgf#EuSu}iOZ~y->EH8%|`Qg zLEqYGD3fNHI|JWQ_l76^h_%8?%xXN+4{x}R__|I5K#>H>#CZA@N`7bhPmzZO|L_QD z?y23S$r|Yb@pkLN+k}tE&Hn!AKnJG+SR3Ei6?qh((#*0r=kTWZ91deKx4DCR7DQaL zc&+t%EuYi2X**XfH-kb%C>h=}yWa2X{nqp6G8GL1Qk~w5(|Xrz!(QhQ7K+a;t)+rB z)N%@Il{4f8DLh9jnQ9-iE?7AYuI=OAwt`gkU?x%q{gd8GeIDB#K3rdYZQ8LveX&WK z*R~X!F6gkQd@#}!0~1_Fi6g95Zy8so#PHJ4Am-j>5u5N`nfvcSrym{B|3R7kZYYig!xT#r+& zD{t&~KXb;i7{^?WULYXynAxgBh4a9?V%`>>o7dGA9U+IdZjsb(@B^Mbb8>fVM-}op z;+O3HIhsRWO<-z?&uINoyUc2f!QH$Y6|J9}ktR(?o%yttr%MfYOQbx0V=jgnyh9Z` zUuOjmZMS|W2RK~x2VW?2gxwV$uw5+3LRyg7k|lg9wdsj*f}W}iMTt^N7gQ=stQ>yh z3Eu7bSg)MAb?k$dDa)2YA^}2NT$g)qD&c0%MfF5?PT?F{p)=JCY?M5%>s|9PI0H$Y zo)}Q!<+?PkK|YXEUzGiX?F0>2o;7Qieu-1yqdtDXwE>A8=8L<7wQ#Ovu#fO8h<+_G z@62PFh`rk52CrZV1D-I+9vwZBb zn#dfoz-6k#TOwFm7A_a*yR`Sb`WTm)U5tJmSk?lA>PEww4J_{8M#Q#Ri|&qN&`Z(s zR01Re12^kKKNk?E6v<>a`-^@L0Nl$CP3A!i?SDY}?a>Czj6%2XNGj@mB$%$ft~aIl zB*ufZci-yEn?K-Af4-IRELst($QoM9S2jIswNdr@Vl8Vq&K^yC@??>pGa%ugk~QN& z{{JN;$J$gj(p8y90c`?wZjUh77xKR%qR!aPNv^st5NmtiNB0J7tZP{yJ=qA^!T={U zfU^nIv!Kg#f*}PtR{8_jYAp}muaN2lg}uL?*ao zgiJqb*dN9o1f+)B)M0Y{ac;tRO%EZsFbIN8k?ag;o0onQs6Ph>xnn7E&^Yju-h9}r zwm2X2vak8-o@S@`_~Epn5Ho8|U;KdeNIymr3tS>bTMO=i7E4MeHImq8HE)ZQHw6YR zT93&ZRd}%~xi-MMDa;U%owP|a>xGF=Imgc3M*mfFk@iXXQ!o0-X)e=n*O11ExNP=eVETPI= zZDe;hTaF2{okIF#w++%)dRn<-+jQAFtANI>2OnOq#ByhInNVouCzsczcNSsmg&ma> zO{30T>T9bBcm*OZ=#Z+of+sphx9YSRq4-=3sgY)j{^{^})b{3_b{NX7^*>wE4Se2+ zA6?l#4X$Jd-?_(Q@34NW;hQfWUbxlm=hSvw9AX(x>q&4a>$mM(OKv??EklbYUcKgx zW?=HC0{UR9!P&(CY*s~7;t6F!q@V(ERV6+@C*}}!`V_n3moAribuf7sk8G?u+G=r z*NQJ~1Pn?yz*~!nc?VEs2%lqxviR>xhu29*JzXV{YMs%j}CLTS`QuzAQ@p3V}y!`mAGgirEOD`n)P~*z~P2>CKr`Sp$zo zK^^rc44C=0do_Z!m*ULpChNFtbejy{3+YQZzom*KwUDO!>Vp=Wy1N zQ~wKR$HTeAeuh@VuIs(ltGc=x&_Slt(6<4B37kDA$0}kd7FT|~ghgZRqI-<29rhLT zLXJusmTrAMO|4!~d(t$|;_w?O9a_?bi`d{~U|;*K_E1lN->*%E&PpVqR<}D^klRw6 zWuY%Lx1qRxO3f%b5X9Z9af9Q~ddB_EIYZ^NV}6vEc~)!5jn%qq>HO2#pJ6>ZK^i2@ z83Nfx-YS7CDfVY~Ghc`lU0{>ruT|+Tohq|X7NZ4h=3bkdrws*d#T_%BySX##ZiD<9 zBWBAepGFT?w|H$jckE?04Y!-B@Pd%iu$j45WzUAGGR%)F^+C1mFx-5Cf1iSwCOcBw zRCN1wG^_EBV*1jAl_Lo*(xsg36DaDo>4+g8?_{i>X91%3Luj|l2?RFP1tTBEQ=h_p ztRUnvw`GGIE{qW;47)dFh`>gR)f_%rkhJv;DOE=>m|Gl3pMSCG$?EdBv3pt(e8wS`24!5E=U&6&p8Mq6Wk|`9rPt zrpWe?X%*YO*2_&;)d;vn!%CATXkWih>1MP!BGq|)!wVxv6D$8H)=frunu3C2C<_{B zeA_>@OVvL}C-hVFL~kN_cL@%IY2NJn36N`IzuHjg%N>jgN64rT zV0Qq!^#KhaXNgb~os@fZrAgreL-qo?PM34rs3_S4?e?3Pc_nyyv(rieioVf zZ+N~>4a7zw^prog%^nNdy;H~x5bu4`rcS~Wt|Nh{U9FBZ%EvHq!Jh!tC!nU-J|43o}$x zs`Dun73?0V()MD6_frzE!j=X`(4o>Cr)IlZB)Kfk*au|r(ry0Hr)HS+r6w`#mcO}G zM8*m_IpGxyBCfc+HtLZ}9YB>!A{H} z!u`7X(G|PLJ2;h8B|f+_(C*F9cOQTfs>oB`re`vjp~>z3ZF(D>{djdTu|;-+cV)Pz zpb&dotliFF=NYKcJvdg}UtsFuEtDbi$^8(_8af;VIY@XY^f*u3in_Vf=BYfb@r0rz z{jf4~DOz0b2pp5Th1V}%zHrA+9}ewn*;;UE)S+s;0bY&|is4kn)WIUqjNEy)Q`YOU zh+F}aUo7O!$wI<=Z;*Zq6!(|lgcP}yt%uv)n3P6?`c@piE7g?a4$sgx^~r5DvuyO< zx-qOIqC-N(#trF=QA1MGjJhst8NgV_b+~;KlXKc%Fdgfv&ME#G_nbaZ7Lf|(S#Dwt zX+k5QT__!~FjI+$wO%;iENcOkLKb8>dK*iNszyUKop@HY8M|F6#;Y0;X*&(x7ju6m z2?(l&z^S3|q%`^)HgsRX$3^@Q0i+buXux))?Bcd18+xxl_43e^b;jY>rM-z=^9sCW zX3{@&yuTa$&5tUQw&aLxd-wmIVkKf`MfUxiON>^v z#D_G}xN>&AO?MS&H?Li~$I;@Ni`xuti0DHH9cKDO$4$vm)PO5#GWZv}0&h37>R8Sp z19o1d12MptGa=rUDrE3bEPABN5ifsvq%SMB7Ue|QC2|CTh#Or(&f}cC=!U#hxU>JQLT5WQt(U>uZ<|$FpRGDj1j~Fac@lY zr_E#4K@MSEaV=Mem{UPdspS&0Lup-G$x&JcV{&)xrUaGApg7Z&da>gvBkv)N+~43_ zv)jC4{w`Uw1|9#++_;~S)YGY@QPeH2{ zdTSbv(_l}`I_-xZMjNfzGI~HzMtT^72{r6Gpfs|MA{)yv=|30SoHUQ({t7*^ukJO1J$mz!v0&jW&=`#u1N*E23=#~fQp{8=ToZwt#EEgk@#U|M-gY53TaJ% zd>DBD-f!4p0i_u?muAwFxqQB!eBj|x7In5t_m@ft;W@^j(W2$xmlW_0D)U7#+#Qbs zs8`jrv}xjktf;}p7SwOl>s{%U89ao?%$RUz69cQ}R@idP1&UeRC!~ZV5jCECajr~t z|BHUr)O>3nj|KpPsW9q_Tsl+3Tz7^bXmn+;GQZA$S`bF$vPly6VND$9Qp2w((RX}n zF{p&*t|1^I?&SI=;Xj0E{Z`zp!%rfXW*``;CdJk*E3u(kiWXFwA@0FYU85uQ*a|Ae zXw$!UTaz-%bS${0Il3ZnV=MB-9T?orF;$nDyk42_;^Gp^J|Ad=+4J9(y^vMs7?f6X zfNKaN2@Lu<_92a}1#y^u-3%?Cc*y&@qULVYepoJ}7DLx}*R926+S00fhh55kSkcuL zI0#O@k^jRYzIvG4$W80h}w7s~8z(r0DLR3%tT{T9@+tq!4Slo3Gk8 zF(M*X9_%&qHnGtjwrztLgL5%IME}78U(`Bagx%eDtL~nd%}mWq4&l>G5mjys=#yjI z*+%{A=VZY+(9SxnSZW0TZo2M<`XXC^H254O@O;)(km?|yZCs0?FDjxjA=3M&n^yU zJR8P5ero*W&EQncXEJu&{}jr8$eW|@;YJ(Mf|465+a5rQRa7-{9cX(%+$?4iSC?4f z-Xy4}jTtLMZ9Dhj4DK7jnt^Rr6sSF_uH2-Vlx%hG5pI@8^BVU9J=uu*nR{U^yj?3A?5ucUy_>=f40|tv5T|xrTE(bVdM!HJel?@1Ngmhkx`~<22I7l40MxnCxb< ze3UbSa>N~H?J2}kU3z?4Cs;JeK3&MV=a|@*!xV1Li894F;&+|S=W}3?nxBib; zU@qr|ZkqiG0bzEz=W4~Kpow&s<*t^7r-SoO;xVcL318*Lk&-8I;>>H>G_ zs(0rWJCvV6AOixTR9ypSY2Wmub5FPvx%u4PtX5u5?IUK^q&Wl8GKpxCS_BSQ1nprw ztoOsb*ZFh*-LBNE60epNbf!`r3B(V)V^Ug&g7CV1Y+rL!J)6A640~cz>m}xY>Hud2`ll1G`_jrSh5< z!OqjFDeIOcT+h)GxpF~(BIEKM&E0*y-)}|$;uB3_(-hDV0k8m1|1TJOm$02GmS7ez zWZ)4tHft#7{9(hc2r~c)`X81rbRwxkgCe%h>n06Pt@#!jL#p=H8AieP=Z`2Iz{Xxp zVa^jJ+oa6RdJKUDq1=0#j{q++o!(y8V8CbS5N^bG_T1g;oD7=!kyjoUkbmBU8op*G zTdwIz_srK^Rhmp}S#3TDm)j&hP&I-(9Sc zB{=imefONR&))kOq557P7mE@L0)gPZdn>CBfgpizksz4J;E!js2ub69H%#yydmy8E>Hc)# zn*pzM(WU2iDxy%xlW#mCPrAub&~3ljiCblJ)J^Pa!550*n#I7)J0ErFO=6XM#3MDE;60_Qcf?rwW-)su#h zkPs4VN{))ORGxS$9_K%)H@$c6Be^s-w$e%;nPVi3~h*tiTN(U&3F|`U*$p|^8rds#Q!?$KJ%urL|#q$P}R>~`aV#~ z5lTgc&)OzSp-2m6d{97==1N%;OH#iRNg1NgJGuow346<$1mD^~khLC%)HiQ%!rdSA z66r9_&CUI;Q~a-Isz0fbd|*qmuG52R)lG>T9FAmjhL_Y$>B*~gGr~2N@g&J)hc}#H z23$GtE!z`u2R}bQ`~OyjQRPtifQEQM>349k|G&hZ`(`#|U&$Y8ouuS+CU)u0kzP$16zv-zx zSM%>f>5a)RBJPwvY(nps5VD316%;1UuiIoF#xI{D->ov&(a|yaH)6&+Y;|YD zlwfK#JvOGsmIUH2q9i|`F*2_!4Byy&!FASFFk|GVl@=9AYVY;|u@cOK6V<~&>{Y7y zbJ99{OX7CFHciRg($aDyU0~YS-&ZgrD?2+oJv}`wt#r~F?3yOq%b1&1czT*Enj(8L zHso6!8X?72KPKWW?>uf7LAjUdyZBDS7%v(QrEf3$ifUsq6_ewJSo8%eTlppDcD0qa z)!V>dVQ?TkHiN$!4tJrDgwkUZC08068ZxvQ-VY7R{ttqU)6mjBb~8(!9CzU($|#I3FD@=-zr(k{ z;bmrKwlFsb2f?~7-9(c{ofLN-jp7XjhP{4^kwsGH-(Xsjfc8u05U82KPxAA*tFELU zeh?PzAT23ys7Y$e>CBmw18>7Y;?#f*E%BmeZ@tXr;jVr_Q;d3L#-Xu*q?d<8*ZA4X zE8VqzN;C%!vZ}4%kipg|5u7-RJy3eyq~hD$j=Ge-aGriQPijsM2F7TOD<(u~78@Iz zgI7#cG&mZMM!doQ@xezD{{iV>OpiYq*1lCwdY>G zZf^Q zo%?Y_1CTlt+32Lkgc(y?_iw86^fS4v4EU5n`W^`7*w87F4T z^Vzd!FoOzkL>z6|P;`Qiw_bd2C256em5q#yR0o?I6AQ&L!;_3;HMvrdh_o8!WbE69 zP)v&dOhOpeQ!NtJ>-0D?MzqR4{O(Mnhusc81@GtV>>Tu4_X7LWTr4SuLMwvft1jo; zgn6RSm8&b^HE*s$bt_ZTTm!CYYk^BaEe=!iQSe!#qrA_sf3IYl*XkzYEr*K}x|uxv zA?9N6WX;bUB~3xCxRYi*6}9t~WtJR+bOxU^`(IDV&(=<@rHm|*F4pDO2SFKVcGyeB zs#ts|R9OnFz2W;0Vw~k2qk~tP3U4w!C zSvfftw~>>j(b6!3Y>=+f(?K*&TGts>*1j0T3S9We>wfN)6{86;VNS(v?fBwQwQ2gu z)b_ra&N2&2Jatv+6X(h*wajBsRB)>XDxH(;p~EPI{rx>uf&5J)#r+ejMuY5K$4`tl zb(CVE80hHpd+S%IkoHU8&?-==ITE^=+w&8=B8|yH=~Ym=c;EsoB{9p08U< z1%&wmeyY1?;&JZ+cV=9#c(4bueB$2nUX(fABVPx{&x8Q9kWnye>t<_f3-ZRkfW=7r zW|QMvri7jC?PWoWTHQ@hEe*JcKDn5hntFLPYO*CM6neFcZXVs;`IKsc^g>BR^|gT9 zyqRlNx1e%3f7l7c+E8v=+Y+J~WX4Fv=ah)HnGObdkE#CZy5Lt;X@-4CJPvOa)A=A# zIWLG#h!kP!`Yk^%)m^7r$gP|*SX{V2t#hSdzISwhU}#q1eU@H*SZCvJ{XSw2g4<)z z8I~Dx8hC;T zNn*hY`$G0Lk`D8VL5y_PbC9hQ(L6djs$N=D86pKNrNXy#$ztN-h}FPv$S{QxD`F5z zo5@txTu6{XFl|k5bJgS;M%E%MM?__hDZ?Yzb0YlaVZb#)v-k`S4w6D8>-X6GEX#RkN@sLCpzow&Y;wEygkk-4eb2?ozj)NPwlWmJT2siqDp1i~J}gQJTZdAylx zvb6?4mba^pICyRfg}hQyw5T23-Llm>)KpY9B%)3|pS|sWlh7b(H}dtH;ceX-ZU>Q) z478tqJ-jRW6%+ngq`B}H+vNp+02KlK1b3lY?`sr?@WTXo11x~5)-e*I>=`(z)nK53b*uX)mFwAqv<7=AKGW6@LGO{B{#EiDBF zJ1vdEp4=vY4wEeji%+BpMp;_;^u8)5{a!QVRbco`T=)Eoy!0sPXD{tSAi*yUQhtb? z|H0uYR$%8QU}>s=1<4^Zs4s_Qe&*f~J~yOzH_D6g=vs#~6hViX+SyLn_$T@-!-=d9 z!Oxag)bq@e^zVN3(fbf~)%)KZ{sI|-JChQ_ibkD$aXvi*l{BFCmRPa_o-I4Em3H#fWIH{IQ++)txc_J{(UNWJ73 zj`wTrHj(d(h*OB_oCpc4>+5Ufnn2adRqo@;cOh|-ka(t{fnYu1<_X9Z|L6LRq9C>)+6>T2!bF*BK;{*$I0`hDl9Cdv0L&uOKH^>LV^{txVZT6 zzva3&b$)R{iWL$Y8w={f;-XRgyK}GmzlDmQK7AtNHp)y*P0h$yqmejnM_GEfsL!}~ zwW;`xjXfCz*Yxx>2rkMW23*FCE)jMSPB0FkV!F?R(*vzCH2NJkhmfLQf!G)Zq^Do$ zaJs@_*rdeX@Y*WI{zAWcnP?*bZT48+#xN>A+sP1X7}OQeSCB7(-Wpqqo|93BQjn7a z@Zcn;<=KFPhc{T+c0bqF;H znw6pN8Bc|YB@)y?vP?*y9-`k9@YoxH`Y&2L4`A7k4lB zZ}1%6LJlxIf+@K(&eG*ANe0>V40TWVVEOfXz)bKcIZSGd)GU|Hv&FUU51Z7*|Bw`X z{ObQi&t|yyA8631juNqSshTfaj_wbZ9u9iYi#*5l00`19n=H=uQb67ht_oK4oQKe1 zBLAxHw%v&g3*e44WEZ0#m!o5d+H&3+b#-&2k@QJjIt>+SmZ3}-Fq^6{1b}*fAGANk zQ(g;=uEfN|&3~AdgSF|+dW1sMJ+c&STD&h0y^mThd#M~;Zf`sA{Rkir%lHq{tmn-B zr_5&4uhDQ`^D0P-aurD-BAP7eAWF9AWb%eBs+bVzZaq%T_rc~^nhn3BeBQpq5w21f zIiVM?VgEZ?Skj^Sb&iDWguA{)6rJi@Zw23*XN zPE~vOvizc=USRLz+5+eI@-fIsE^}6?NyY!y_9p|&oxLqEWw+1l_OR^7#xQ=`z zBY_DseA%ek+TjV}p6U;ke7odvytG@= zSxVcsf1>#&1nVhx^DTujlGazfIz3$LIv$)Z76#?KOr1=fG$crgDj*RKvk#+>$jBl$ zoaFXO0`1nm+{Y|k9Ub`|ZSb{EOiT={i$bC?G zH&{9EzI03aELkuFg$;yPCr@T-rck@#&G*B^adFK6X<6#6E>n`4$=DP$9i7-;c>@LX>?KcNltm`t~q^&&eERi9;I$0|R4YV;0$-=JxiZoutt& z%{@<8?0?ooS;`W`BSB1c%*jU{W-BVVerHe^fX)DF)N(VW@8G*zTHM>)3))N0nZK9! zocg~35ultQ2s(#{xW^Nz^iv2#93;1++n6PfvoU%9vwYgmLHnT82$z@wuyY8zPS$_e zFn(~I{P`i}B_8eFvIB9)l}+#E3>ai5nsj8K8we}fwU>mF@ymrU=0?lfzDKc!^S+Wy;t|A#NnxGR!4bPO~D z6)IE@XR6nRj2}*a+s&n?Pbjh~fzP^`ru97=tF?fiE|w(L;!{6io}!=S)KpH>6%HJT zpRRhL7O>~LbqfH09t$NcEk=MpV9RuW&C18oNO&9rX2$#Oq>t9;xC78;EF`U0J>2$- z&AKl>F@Ss9j(ga~e>}$5u$OjmLu;^?hHc-(s=p2kf0$hvlQX_+#zC9=!4moQD@R2{ zu`%n5D0%9_VNUzkLW)AtITohE@p^I&`~?l)YF}YMn%oXPYDbszbC&^zEFvPJy1LpT z$2WNmuI^lJ=M#nLx54qPsX3mFy1v$W@+aU!1Z<{QnnrisbVUI5b0xvg&o3a*UanuCoF7s*rP$Z{UsDdx5_5mJyQY0O4zn1|H02qe z9n*ZTwn|I` zEa2Jk@q|Wx$uGj;{tpOm!1*<~JB(joNR>Y!}?9f4Ic} z&o8BQ?ZCnMX3t5j9n0~u>kffApb8R-bFvWq>v z1*DnQnylGM!ji0i2+%Xg^dg#{O&`Q>pO6@xidWXw@oBfVIF^Qc@a* z!<%a8J`@!dz0Z;K-Jhw}D1QG;(&uWTRKuj6n;VNJydTlR@;8*C-6VIyPQg@g&zZlw zvopxXGUB=-@#8QbKYuWw(=RqN99lP$^$j$AxBt)^m09Znx*WWt1RozCh^B^=wKrRv zo6mJ85!@I?j(x?F3z--uBI3(o?7zHrlMN(~JhPvFew(D!+sEQ(1=Z5dc6xHyRzqj0 zoK|jJ*=Lr1(xS)d=zI7I*X}K7&U_wkmvS;P=9)bL?`+Ok)7F-gKQjL(D>zRvB(|<2lh`i z8iLMik%=n4HwXvsJu18ho@Y``E_Ca+L%-n3>grBha*Ti+_i=HulSHo*{VQW8-jHI& zmOH+)g;e@$N-|2ln26zbAtvQNCa&L1AL0R_1u|w7bj{~G(Emo}cB*vkNJ$ZK19b~cx08gRS?@<1?@TKl} z93oA~h{HON0)n4I!j&ji^wsRtIgs;?i;*?r$?Ay}b z{b)tcy;ItEq;^DD{2celX1vN%wFHC`6X_rMdOZ_=y`=t+5_z|GwlfZ}-lk#Iov;HZ zH)+)O{r-g+`ahY|k{SG|Z&_^x;5%~8y8nJR7V1G49lLOkyr!F;bA(AXgIl`EXuHmc z^E=CLyBlh2wi++8t`p_s(|~FT+0O8YiLsBmGTaPXNFsjMw{V^tG5iC)9l%cgO)Q=v z9hbg~Qr%@?fU02M_Pd)XmRd^0aC{=}SV%5STuN%N%=+}ryIpt58;Z}x4?ls-RECc7 zN^nnu7!3khzRl(kfjx_Gq0~p0;Sm*Ovr)3_YA%rr8{0gwvlb(YKk`)ef7Skj#=O># zPbMh-f}mQf?0z5qu%`;=}v9humZ1L3yo9OwNFtDQR&n!%=S$wlb5tj*1*+quNfq#^P`8u zBfm?~XBTDI19GRi5$HluJ$YqC*?u=WR1VE*HY5Co^`8Od_VFV!#7qdeQsg+4nPHXA z+JD1It9}*9vJC4k9F<>7!spqg*Q|N2+OWADs*DFWl4Q#YXHfT0< za<|awgU#;Fjt*)y1%(oP-eH2e9X4ictDPSYPUp=OT5)9=*<9kGBw@yaQ+_(6?9k} zjt3becKSsylH^H*%H2-R1FHjxIUO^FxJcCY*_jIv2cP}@?)@hD*Neat1V@|{fN9_* z`_gxr`|&PL{{+JS38hVwjWebHpCwmmzpDRuI-&T+2R2iA`Jtrv*jM(p_C>|aE!ub(OuTNF$wm8QR-dv~yKqEu3|=%&^Yc_3Gr|;e#f`sF+QiUa96s z3(Z_r$9($v(+c;NJ%`5&2O;};mg6kFLiIFIfs}egOoU&=ug3wR2DDG*sGD0` zvm=q=ts|-8E zeDzZ0{rlg$PZ>6`uP;hovrfp;7$(bG7Agv^)jPH34d+8f7d0w=rwQNPv`_2b4U*1w4&g2nEEnRxXWzwWdVlwDd9Qv;>7jIAXA_$I zFjbV)t-f^9%~+xb)niM_kPHo%k+4>IssQ!*n74_R(RfAWVAU6)d^YJsxfJ6Z&%@?x)@!SRu#`neKAD#1t64NCEpLiH;MXpaF8N$nU)sIcmqh zIvWvR{v&*@B!y;1B|M>TS9b8t8^e$722_7joR-nt?~dYpH{BmAZ%LseQaCY zYEf@$OH67@tN&J194Zw49UF5}tNI3?vUaUpJ0(R+HYBB=-WYOpLN4IWNSM>bgc?$H zU%yJPONB=Q9n*b$plW20HdRz4gp^kBYk1}X1?1OMW`oA>OoSfI(YA?Yw-Bn#aUNMq zxDa|(6_7naz5l+-_B0I#(k%SPuOQ{sy+Os2^Eih8ZI{&LsQ28`?{MPXno`=~pFiPW zeq6tzr*IC;-U_rYK220N)fcI+DU>jSo8Mnh(#>sWx*Ay9TM2a7jnGH>E1_QXx;MxX z!#dywiLc-qg$e*d0)+lTmjL3(U8=ciVzs!~ zEwa!4z8P@>yQav^d35k$q+_g{iN3n0o(G>~rViJ@Ek)q$qhkV()T5`EE zi6jmW{|HY~PaU|@(`cd5VtYEu^-@COz>_Bb8c=oCb%Rzv6V)?M*b)Y+mJ*(5ug;)u zSvEa7y16AYiV4eqgc;y>#iZm6CWgnz;)+V#W&B1;d4}KZ+qsUcrd%OHYSqV>q9SuQ; z9P882u@BCuu%UKm=R#{}_DCsSlV;x+1E<&3I;EO>3x;@puYZuf@y&N%IuEp7Soirh z5jJPvbgnb^gtyT~_jA|B@)_EJIC zyPQh2kE8t*&Hv|r_e0!a{5UC}{;&;bJkF2 z4_wIr1S5{G@$$DR`SH#4{5&-Sy38M-SOVLEZ}-P7M+T_<_H;gohS zKHu5VA@g3Z!;k(qY9|jhCGTib(_!Ntzyok{E0!kNKOTNJ;tX(gm z3NLCG`9nhl^%^nt_L`1b#WF_x)~J>o4f7J`jaBTRA#c`#1IDTAmXVN=caIJzDR%=y zUo`7+re|e6qof=(lo`$FtRNPvO8dwU3 z?mQR8b^qq=?30fO_i;-Q3lAT<@@p}zRQgGRHOmrthwgodMZ%xju_IHc&OXB#G8=7N zfof>ji*7by9q$@d14t@Km>Zt18EF*R+pwB^^#jX%P z#sPuvkvVDnE>?`_Ruep*3aRS^DN_}e*N;j}j603bV@lgO?I(eHAAy2_H}7|QVCU6X zep=RcvFIb2QG;Z$_!} zMG=w^E?KiW-a9U+<${sMvxjl1d*Y+s=6#k3 z(CKXQc35h4KU&Or3~`5vFW1K+wW{-nX&tc_GWG8HLN|1o*0?!- zMW^Y{=8<6el3~GM*WKQP^lP_yl!)tSn6;u{#*-kHb4*3mCrFS0KpjPzeYR`gfNf<* z<-KKf-5jQP%kW~4JI;p5vSwk7wcDmWeyVj#4j1!hef=kE>z|dCDx|roj-O3a$&d(6 zj#s)=r0)5tx@~zH7F7rz*Vnh#C#!uVACoG5Ho5?fAaOZQEH}1iblC`k;1-+<(86^> zPTh9OYeXsl=Br%tL5xfrd2{yda=HuMOFgXp@9Ps+3h0Qofj6eg6lJZEC6dN-Js!Aa z0y_l8HBzoN(WyN{^0|@dGDZe89BULXSVSq}g6eh>qdWmrvrmtl^ znTI6bE6uN#P|(mwy6uyDOQp4X8n?|nw*il=#j7sdpH+=S0x`@-#$~X*zke6^*dT?) z2uFeLoLBna1O9X6V>L^K3JrnCo8+)n{iU0!^J(KYt8pfy)PyV)MKv_AX=lt**8`vW zV$Uxx5rOB|KH2cjQ{Nm!C-7ulUS8tocprkJS7$w&Hu0kQhh8b5IzQXtyiKy@D$eSP z@m;b(=*gau7`>2ZL1y;0yx~GEN2>!g)$iX1rRSIKvtm4Q7C3j}ThFC7sQnmgXfyfL zb#J5g$)a0tZ>aESyk6>Wx>J4twvw|O5vIF zFOAQ_!!ru@^7AcndwY9;w~NRu&MQ;$Y;jLsOyp;i0#-|1k9RlPz)5gY0rDu|+Fxil zt^Y-cJJ{R5w*gE;t>66(NL9%Sg+LB>`^mPY3iux4oU88t?j96Ukc}@s15ewl+&|;v z3Ggj3V7{XZQ7G)h7=Y@xolFemOVT2y!o4zh4GImWWSwhkP52UUIhp73)v=J~#R&}! z7dD(C>K%kg-w@*dxlwpZqVe^b&vZP4_WLvuG?L+9@p!7f714n~E1N-Tz(kd`jV=Ub znAKQDi$?&mU7~)$&HIa=wZ|2Q5PeD5vl*hNvVOj=4vaAg4aC{E3^+QYqXETIfwMA2|L*WkjhFzHDG&K zR8=^buba+E%YH9XOvWjYv5KCgCyHVTb-woDOe25I`T;6Gf^UTkiIw?-x@%n(5G|w8 zG%xK1anu?qPz!%Tf4YMIC}*J!AI%cmP-WEq2aD%<^g9B)ecwET(o zmYi^4q`=eekg-q7>XErHymE#qMPiNR#;N%2I*YmOi-LUJ z8$ko&l7WmS+e=(&{UydMVF&(;G#$^+0ak_T?TVyYEg!@l$H|!=?Gx9GhgbJBn%L zeJ3*&9FTy?GHqwlCzA0sIviSTNfRffulnpU9uJQmfVC8WJXmkiz)KprVXOHGkZgf= z`l%0Z%0th_UzdFI6iXAulnz1ZOz$7}yLl07?zX-B?v|5p0YfctDsD&rz7_DPPWO{pE z64o6nRy2@+>}=#MjuRSFKUp%d!&FP`T&e79Dgr?aD~F} zshvQ41xaor9yGGR?}HzzS7$wWcPCEO2duTl#bI_&@jei#odS7Z$P8a&we?5LOH;*k zcq&6)ed{^2PVZn$o>s#5=B&*4eixTY@M>~U;fjJ#zpw*2;P9|Qi%Fbe>MN%HJpM<*UWSU})xKi34?~nYKQD}iIP1S$~^gnFK9ngR_cE*eEeY#+O zQnddS+*&71g(~Let8z_?>T`s>{N93f`;o_Lf)|>?UWdo*D#s>TvY*M_FWBB2lM(k! z3M4%m1*&J-kD*^VLBQG{K)bGvqSzrP=o_IacE$c@Ezn&7jOV2Si< zB;W&16QtTzei!&RDF?z3;3SfslLLD6{QR#8znjXeIL-;H4Y(@x>ey0-zEoVRmv;AO ze?ZF7DylQm(OLdfKakzqx8e&p{x7A*gWijX?5`O3Mlp=v!!dtsSZfPrj6**$5XAH4 z7;FmKnmiO_k^OYgFYxj80Dj$dX$V-9ojfblvl;bV$aYR!tl7DP2?9mMG)t+0 zCFy{AwNpzVMTrTphM+a<$H161#|#R{VIz&=_MRQ0EX^4T zM8T*)M`796Vd*4&Nj7WXR>425fC9P2staYOB{XALw4GskK2V@nc6pBL;)?%EFVS=e zxayo42!3G*HAvci@x$IXZQw4-C~=rN%GA|j{lG!$Iq(iSNu%fTzM{gf+m`%&uv(n} zR$fsYw^0QIA0o{a21vr@3mizaXS?X^taDF)Sjw*;x?^8|YwJjr>kHqu+S&w8*NZ&f zFqXnp=kSuJ=gu&Nu=To*^46SEH2ONc@cs?nI=$`Nhotl1)AX+|ZeG#rE29S^%P`H& zW_x)o@Z-F$_R_5w5)D}Pepy3-e8PB2r}6dZHVC7eit&4m)rqfE0xKP<{=#uHf2nwb zQ|7Yw&sr444N7K1RCW^UI?7@Kb99q0e-;)-n0PISKUPX>Yfl5x8j%0cM9OE+HhlE; zY(_6NfaG_YRLQTrYC~D|(a=gCvt+W0y%3_A5pk0E6YX5HWHX6{3C>y1|S*2$Y> zk00WIf|zs)5q#dtTNYVO(Tv=4$&;cXLjYtBL>?7BTGJ>@1DNF8;Z@d2Mxdj3ucWlU z*m4WHOP|xF5Nt9*yMNuMi8+)M6jn+7ln*L@Aei3<%>NDRa&5s!QoI{0J1ZbKcEYOi zpTsiSgxLgdrVZlk7Kkg$P(!9GVrEv*)YJsva54fbq;tCUqVCZNoo6fAl#jSPKfhL!%e4+CT-r7b*|ShFY8usb zd#4}MkoRW2TYcYgIR|)O@bPLe6lco^7tZ}(;_vHykKayIdQqVCvD^a=iF(68NlvcQ z=I0BZTrFI3C@;2{8X_*0pTCJyb*lD)y&L_SL!KI~=c5{FD#dj}1e@8J8DW4>!@)d^ z52p*jO2V;gKDPxN?_ zpE$Y`2CV}b6FwJ4BN6%g_K7W?)cfDo14n@=Ik4U?29A<*ClwG;qcmgKJY`mXN#365OMo|G(+vkK_dk~?Mx1jr551@UgSAWkFy!in?JAd z=~oxrm$JNeCO<)-bl59DMM#7OycBU2orfmtmY8e!Xb{x>?fs+uU1FC} z`i?rim|Dr|0_Hp?*j+BZFXnzPA(LzkMjy7>Dx9OIgXYO-a|e6*9VVQm%lGYJscW;m}OB>Rz8WEVdQ!@eR}O9*d)5W&z@xdGbvcc=d+5L_oA(dC*8-%!3%th ziW6g*2pm~h+noST7gWEV7e6{Wnr^j7IYTzy&BetBk+C!nia(I2=7o$T(8CqiHnj^+ zLwqtA(VSpPoFyO;EYUigYs$-4G&S9(+f=N)MV;!;M5;C5ayCZ|T~^8mvdjZ4=T;;% zcOCT?YX*{mkBrGIBnyG0)6P!C%K1P$z178`RyO&c>Ma52G+W+5R@?uaBq8-68BJOpffpXDv1d|#cX!ta z+3vYRaRPe^7}t`x3?FX z+^N<)-n$QbItX7T%;byHf{BZ(I^$d59{yqdsexNZOecU~x?MDDGN@oF-jJ7L?FEen z>*UhXV<5iIaz5=nXr?%htT7;qmYq?SI5Z8Li>)87U%~I@3t4a=(#99`nnRrMueiY& z!sY1)Cg@T)cndQ!C(#>DA`eZTh)u5+znili#1`BJT0f)tFwE?KLgs(6c-gA$u^h=4 zK+IF_vPWDe+SHU8fN2pbe8Zc=nf%jExuH;bH;=tQ8uDjsY;J*%#p(cfG5}3^PTBEX z{HELu#5pL#fWuo3#T^QMIp!Rkj4FevGwnvkArx3m`maY=3$5JF;|!RlLE8ocy?$9X zFb1sBt?Jx)wJc6feyE%Vu6GVQqLba<5xTw}^*>XMuKBEw~LDAP^utLbb}ot6&C)+>fW+a`*-^=$6la3)V1a z41~&zh)+1CsK3=i5eQTnS#r@uLqe)j-QGFS4|z|w0^G+#dP36bHVXjNyB+)kOkaK5 z{Q=ODj*2DEONp7^zokZ<`AX7#@j-Aj&Ege5M0BV6`4S$4B_l+Jbkw@;zof^+%)E5f zD+DmEiq9(X-QLVh>RFHs;V1N}QsqQ-!vz#Xtt<3v8L@s6rEb8Gr;SCJHm(cQd(;AqPfR%-Ua85A^A*)F?;M#*ChZ*?4^!95H*pk*P+wug%2`NJ-uXw{&v!(p~ zJUqxDfQuRZ?V79FZ(ci$!afX9-sVf5o#{neVa+*c)6#pz`dk_A!0KNe^kKIKP<_p23dZ-_VKE5CbW`g=c@pfy4q{YuZ0UO z;ne(6;^KEB4t^k$+%btVD+Akx{X(NF7$<9<%lg{oK_%>fW_FM>;wpEJHfI>{C{%^i zMX!anzCY-o=TVC%KL$<{XjhFWmZ6?=zwOrMX0~to``Rf#~HCfg>Sx)&Dlg5#=sD@iegVqf^@%MdQI({s-Ke>MSHLv!^Y0TISa^2+fCrtK zn-c?_pP1Ot$oA1u3KJkf92OeSfx{t%%McmT>i`tMxSV5g?wq3uziy1rLWx?M1B+2w zD35o-mIEr6|L{#^P00}u=KkX>6s6AaJXLKQ>_VbVCm0y)A;sN-=g4;-%+)uMrnEU2 z?-MoVg?Qhr$7S1p#@Iq!>v1N|WN4lwVg>Q!3>k^2l$_Qu6zC3D!7&KKLPNpaPqxqL zyUPayuKLeIq(!5kn98Z0O=zg#;@~)%q28`ZFr$T2VJZu5;S;xTBv+eqb~x5Z_p+lD ztK>*}o<3J$tEb250){XQ`!WJxI<9YO$`E>fj1*V&RRMSwbL;lR#F9NESqZK3F#jEH zUrE6-#iRrzB^MVKT0n3Dw?rZh1oAj*5yw$o@%z}kRL=a@NwH5WLC8ql8?*r1QSKxg zZT{z@m&9L2ZBYo+0Fyp`pSk~R_uydT?fr)`Ex@k+=NNwd`gNs85BtnO*Aq-LWoa$9 zYdKq}IWNV9QOkw_<>QmdLN6Bq9Q~o;!lBWe z7}pj#mR zT@>47!Vyp&xJq)uAzebw-3-y@i7oJ?uE+fXP4q^t_?kwCSf zdT0=8e&e#q2Bg2Xj&6Kl*5uiwL`G-~w>7lu+aLX2uHHvvK^+mA<#chhIum*vg#K?^ z&qLUj0gcXg!e;dec*rH}ol8KX0hg58lOJu@8YQaqMz8_tEgd&Fjp^LvWRGW;z659s zz&=k`8pFi_tOg5kNB1qjX$pAW|9TN4MEdlP5rSR&DEg*nH2bCc!%v27iA>xt7u<7% zzpUnl(TF;&_y75$>h3NiH8VR)A@^TmH#}J?!K%@Xd;L6ENH`7dbWv$s$XU9h-5J>| zFshq5#1`&__djs`Oq%kVP7niQk{dXto zovIejEnvNR3DEWMu%lN|QQUDW?$YJ$?Jcljd{da~rg%(L2i8t1H=rCiZ@sTF&0Vcc z;1PaT#*M@S&adBb2Zl}Ezuebhvd4-*7?N<^B|$`6258dfwJyd!1PWxTg*{UM%uvtA z>Tmjsl5QF+pT!a4LkeZckdiPzri3-L8c?;k5#a?-U1gj+(4$^FP)@mK2(3F)j1Kv} zAVt(MNiM|Di$TnI(|}*ktA*jo+vWL4E1K^Vo}lC z)SI+QkB|~DYwD!PA4I&-)^6AM@gK7m8iiE(w9J{bGkU|{0`3s95{Zmo<+WvH2KF%O z&08aaiP~BAJfs?32XnVv5V|PP=T4?zU{s+LSn-NfB8WA<~n zv=*4Y0;5h~m1weM5+gybNFso#9~8TS#TVb+%|2J;DpyGIk(A=$`7=FTyk9|yw}u@A zS$697pT~h*`KwrF>8okbSn~R4$K1f)auiJcL$s89_M#sp(uO%Hnko<$v!g&3PdkTU zAVmOoq(P%gX*{lQtQ{D)D${~?h8k!SiK=ms?wvPce=?Am0(;2AvpjfOUH$T9c~b3= zl2$%A0gk8Z14W9ju6_I*9aaBYy_0@{Fsjx$)Bec1VNHe3j%f9Gr|1E3Kho_Ll^%*G z{%-3Xt9lEDBKOX33ZuHdeqB&@_>;~R125N|EUr)r4UZTI@mVBqZ4O||m`%Hyku+}} zZH%JN48HvJ69xvW{bE@nXP{~DEpIO`;V$!Po%QkxWZU@|6J_isF(heQe8JeU0lWU= z@5W%_8Fc#S`taL9G;UwcMWuhciX2vsu)$rO{y!lOY^O$52EI@(`nb@E!5q!bK zRLjon(bxnS;TK=L6rPJ#7B~fiY1M=MeVm{lsw~lQaVP=Ql+)%BMwSzF66_1`Y>6gd zOVWdGz9AjJn1=4)h1aAJiBK_xNh3yC-xI4twfg${u7C9ct|SA!Y?964(@edP5xU+A zL!b7?D5aD~=EUbn*Pl|-^YvMW_Iij8?HQ+eXZM}AxS+;!;|l3sk(b0qgt*_}pG8IU zfJ*=n-smHDfoiB*jN7}rt4ikKGfPWw8EuoSV$kkRSEYVH4a5xiB1Jp~CLN?p3UlAC zf0CE)o0%b}!msIxe!U^=7t6RHBJBh+G0N42ogZs9n^&4;GRCl@ z^kdz$+`^iu-07_BQo}v11ka6hpT56;en%(PDf~OgnbG+lU+lq(>#xH@`^9WpxiNst zx4x~tZ3WcZ1YG2{sR>Napk+ncSiZha`B3rG?zq|5JZAY({Vzsp_YwUgpG|Co6hL&VS9mWv5#jSv&ekp|&4Z*pjQmDC28csqA`bMqhFK zkV3OHd6H;noD^e5bkEhQ!P2~f|3{+}RNI^@0~ZV?hc{r38yyaXvm~5|$ctZ`p9{1wJ}odY z8uL z;Zm(0V>bDUl8#CFr&woRsbB+ERq4~`_@`kN6$b9pe@7MV#3HkcF{S5-$B7777Mmu^ zp(9I4>$tye1ycULmp$`o`!;lbaR!n0H>QPfaByt%aICjDS^eH&#FS1?emYv$9Aq+@ z@&^1z4cT!it7fc_^nC)^pb9&&=J{1;U`M-*VF%&`keQ!mTD#- zoLARa{-1;tb>&>0P3d`srK!coMRosiBDt}rdtJl3B z)^V|(|8~D57g-oL;KUz%)Npa+rswm5>5Ci-{BT ziqkslze|;opNfG8;8W{uqEAYiko$Q9uzyJ%0_jQa32@k0bk{smCJk*lS|t-n_(obG z@|KWF1zi1ksI!6o`600x1OKHDDGz~;0HT7D;5;gHi%#L@@=H6h)_9nEr&eB^WrcZ4 zVjx3HOTjoq{NknI-S(=8IJ}1ogv~FjB+;ivAWw-)itn`OR57~PGnp*3dgfzc4IM=w ziqfnTuC&DY1O|J!Eea%bt~v(h;}Rp>S;Bf<4k`K8eAQtn`!*{i0)_-jI+kt%m)zdM ztZ(mie@NOG_5k%Z(WaFR*&d@<*878y>L{JGelMZDkQSp{YFN>cd8DFmWh#FvskU{0 zD}MO!{AAYp?ZJkRROIeWn-O@tZyt1;zs1f&AjwRsEI+Pw2-8~G@!2eGp+et=d#9zU z4X@gxO45ud-I&nMb(kRqT?qr6iTKG12>uZqrvZP!t5I2@`H2tgL|h zh}Av{Y?7eI-=ujnz8+&40$-$q5&tCGahskDHqYnq49C zxPM`+w$qotxgNv=x5!(Dad1W6^h8%K4vPnY^dLH>pnNNjiDp?x(?NKplJ=LL9=|<| zMV9+b6)*;|% z;l4S+4H3SdawxfK)bJ9jwJx5vEb|;FDa7=}nIsD)yF|S>|+pLzxnrWi5tHMQN zVMxb}3$75%4@)*RAwpMFZIc=cwnta6+hfLI5IlIB%fqm>`zN`t<1I3$c&v!9iFWEY z^}G*(ru%s}pLm40qp2r3Ai`do-RZv;qkr;O70bgj!$7KF$Wd$DulDn+dg^pjQ`@+m z;UQ!~PK|nHZR^r}aP2%Kns)Q`L1_pGyKo^4RInQhU-Om3VR=8gzsJOxjK`V|FnO9jTt{v61BrS!s#FEl1e}l4%Q9cQtAFAo)%2a zXzn*c#w>GjzXUbf$8N~!e`^~Gh#!=~X9T|pvy+r3#w@Bb#}1gZem&K`1C}PA{Vhby z)l~F9b+%CYXVZLIR59_X#yo*ifl~ay$24d8ZtY?c2t|-q{_*WkdAU>H3V5A~I$SEg z-i3A!H(n$SrT2F99Q&dxM~GYj2(&DAp6kJOL&+PF2OfpO5_8Mb7 zr=ZSStL4iERLOlKwZp2;I>1ybL!Y5WVA6om-^f0W0VyPt$D+iqS__TCHVi9?dTm}y zF&VP$%`Ldh%kCE*sKAm)J#49TEFtv{jupW&OhK2Iq9TYyZU%xkgmnEb&l$Ik()24f zsmY?RiH#8~6}nXV7wM0g6lFLpNRYr|KR@)@L^!YYhBf)SZ@7W;)=|EW^KUlv#QVQ| z-F`G3{aj0tZ+*KO4tTKW#MR^0l?&3x?HR|5LYASJ8dS{prr zpta~W`xmPF-wmr#W+Rk_5Gz5dN;@ny)S|>pseGeHe{C;kn50$ME{Vi*<4n8hWW0uo z7kY0!_E;NXeq3wYufs}{v>Yy>5OJ%aa(rc|PtqkUP8qwBD&(+N${sp-O~No9&PUDwdHw+d=yLvewy1k!IFb$MAVD*W)C zKZ6j^$%S2kSuN`7JGgS8hc7d5=$HT_*^Jx?AT=}?$g@7HKbu8O${&eVqFTT4aZu_KV&a)yOjAF?;?Ku0zJ!@V(P?kd zGNU+BVF-ezgf})BU=}7IdS?!L#*M& zaKg$F>2JX@ZSC20HESc{etwA3`h}4;jA|S4x|(VooJBAzK*L)_4sjS&0W90R0z!fu za1b%idnv*oG4DPl-|{bAsVpS3RD^YDnLkpDw*Ko$nGam3y@Fc~wDxfo)m(GoeAmB- z{lRniX%5~u3$BRtQCgfgm5ZYe36t8>pPzX6o18s{SX{O@K`#Ub8}qw7H#}Bszp)faQuXwZ@;Ol!g zBtwBGJH$xxVo-A5nTuh$--XMugakOz~Zg)5)8z ziQ-6_a!sS%L(~!?O97mpwR`!sm@#>7cdvVC*zhf{YU@cQnniypRK zd%(9mxW$=GHF4*uhx5gA<-+T=pe8Cxg3$$a#wc9u`4ozHCN1XxcnA@V&&IR=gD8`W zo`u`FEeAjEs~wT=YzCw#Zc8KDLhDRV*XL*`M6Wm3c2;ilmGCzFz8+N-B-BW$+3sNV zZ#n*ltP{H9b}(D=s$GIojGMnOwDoE?-p+e?s9%>t%{Pn^9Y#w6OCfmxi6vTVs9vLr zw6bb*L!2Ul2w^@??mZ^evq#a`(XXe0Qcff*qjgh={W1?^&`-p61D$cP&v@l^(?w{^ z^sB&Fqu)H%KN0@uXw*O-#-r1zo`!0rxsS1xBELJSOaVY zzp=>NlJeu-URU4bXLXV=xhF8&Ih)wD;nQn#c!ENjy9)-%Xge^h`9zrGPwqIRP&NZ4tn)BwJ;`tkzOfCw{)ajoxxSJ@Qw=ETl zwY=N{x$%(4PImLq4DFsE1z+vFS}WCaTv+p*c&#HETTEjHnTu=kukR_FzO7$(H^YY% zY8+m_!$~vo2!$+g;3>L_KIFa3wLIMGKU_WR8$KO=9YwB^HiQ@TrMnbvOmLbF@mQ zbMe8YDzd7E#LedrmUe6cDd6re`0%UQcG1*oA6Dxor=!UhYrxw6m7uDCMqQvlB2G8Q zTUM1FG2b~^i(yN4K5bcyv@8l=sYU}5%r1OHqlQQeZZYenDCvh0u`&KDBwrMjK27X` zt1Inlfy1;SLrDG8zC2O-=k z{q+ou#AxDD>rX#^@TVyDTKm&9diN#f6pXOs{SHr}!z<)=tp3u~I88EBG9!g}eFEd_ zFD3{Np*G$i=%dptWD1oS8HBrl`}2xV5e|~gAP9`2mzNQ)N19e-YC+N9u214dxS%mnVxvst!4pOchdXXF*896`wjRQAp98GDy zo;4#z`mcf2j*pQMr02B?2^{i!)~~Aw@^J0gtTasc{Hz4O#vH7g&gJniiDYA^Z44|S zt+ci@u<`^U)$?DO2>%oP@6UK|>?Xfz4c$2sPVsy35c~E2PTN;A1?0jmyD)srz>LSv zYiJP+B+1+^u>#+w4LK-$YhwjiyvXE5AeaI3>C@9Qi*3)3qL}SzdJi~lFR?!6YW{~6 zKQv6ZY)7)&B*|!eHb>B{KG|tCp`yw#); zfQVeFSofgB8N|(C9(bu0Yt~gvFvgN?+!I!H_tr?gMIou=)R!OG=o zMxkF!z*g6&0pS?@5^846IjglkL4gKi@B|*r*)lg6DvF4R4-pZ1RNrIA6$nZR#kg_% z5G6TkhF&$D4yewIz1!zdm<;K?DK+vmvfx54H-@)kN8DgA9)QJS2#ms@H#BcN`dW?; zgJsUt)kAINN|5=5ZZ8j>^m`6E3m4SHZklMIG6g+U5;9%qe4qQGT{qF@*PKh(;S(+r(7oPAYX8cD_X_*_s^|+x{oFWtd#fOm6jcQzM_w zOEwt4HJys*^1!~~w_ja(*;v^LzYt(Maci|!rOgH%^!3ipvyDC&`^o&svgV5f(qF%> zD8_Qx^qT9{k(}HVsj?ndliO7JhnOLldm=)0WC9MgN?Yqlzh@5+;HeX=Brd?x=bgd5P1$n6h5)YzyvP{>U+)$3R6*I% zb9YC9R5@>LXIC}@ip#O|PuS8>97c8U7z>GcrYqr#irCQF_{z`$i6t|>5^u2PIypr2 zdGw}kz&7SBSRJ8@SbQ@0STK7u@bb9w$>9@<)I;2HW=m9IG4OB@OkxG%YpT_riZj%l zB*^OOmj>HD((bO`7$ok%)*oYd z?x^th+l?%{t9V(-@M%`k0OTn*Mx=kQ8Ocm(m>~nzcbEJuKh@&IEpqAUp%W7k=Hj3) zkz9EbbHnoRV84(IV0-T4OUlNl37%TRDX@9Kj9Ck@W;Hwe^Cp5uiQ7AdhBSLir4o-8 zX#~ab1{v}3vqlV!USFZySj|Ji%iD{2?WGzkEcl8G`fU+Ti>h`Mwj4C{UqkS*?_?iw zI8@aO#SLc{ta(4PetJzR_-(B_o=>OAuQ2$gF{cwuQL|L#-K2gDZwo8qh4%ow;QV~g z9L%tB=E7cd}T@k-Pz%abwqSY`$h~KxR3qo3f;<&~> z8@be!pYqI=^7YZ}Z@(!<{Pg!m>fg2sU3q(~{yAYB?M$M~-gAi|;>Aup#oe}fX?j|> zNQ2ztv0_8n`zFY07M9rZTG-COU`z``szFB-rHf&r^~BZL8KBL8I1v7wt83lPT}a4a zeccZehenC5^`7v!&?5BbHPtf2qa$lRG+PsE;dG=4@i!kR>#KR(c%O~-MD=WIc!xp z*!6?wb^wF#yd49DY#BeJse+PrC~Oeo?RD>0r--c{jLeW%&*+#5XwMy8qkww|{7g#e zLY|B1EOhf|ov}Eh|7!BbQ~<;PPn-xEYM_Kx*{44>ioAfzA(}x#N-7<|UYvv<=IPB( z&(oxert)XH`(YmUCD&WRw?&9Rpdo+--vu5fTcbPExl@w0oxywJte!?5mKRJ}qQ(@M zVBT#GvFSmV*n1e%$u4~5?)X*FSjH*nkfYZH#ft-T9pVqGFsb6rxuoawt2qf3htEhW z^Gb?lYHG^}k!QZcFh`yo-M@Id&>4wB6?x1){LDE0vgy`A-;tRA+TU-|gs+4;qS#z z-Z>y9<#!YZ$W%dv-0$DOeBl(OdK<_*D-i!tG^1?hwm+`K z>S0l9SuOWI?BTnLd>b9Hv47!PTw;d7;;rpN;f8fhXz_Y4cQV&sy_goE@JoY>R(KgA zp6M2hM1^IoRfk}peN3TP_{OR~zYrH@zk2}hM}gU1vd z5-{8q|7LQgq2C8IB|UetLorD!-ffnio{l-ZzL6qPT@Icj4=bc9VM-WWT3YHYl|Xw5 zfiMC~&PDS057j)?q8K*yKMCMnXH3G19X)6KGzjomNS2^XB3-Dvxj%3<lqv7X0pertc~G_8Y!#-n<8~$BGQ#|+nQUuVz?7KoBGkhE<9?REi*W>$1_MkuT z{g254rJwwVwe6dD%Z34qK}y?~xD_h<(E zYAZP?*9LQ2I@Ew#vW3AUl98AoiF=kp$Xtcp?no3J{U0PPM1;OIP@{MH|1 zA&avpJ4MwO-#Y~B;bKdEc=xVFkNl6zPZ9wSu-Xc@q%xo!7;4dH0#oVJI@>d>MdMnK zR}s|baEtBX?+y9g_(t^8Kid-9(*)a72l-ZR zDqk&Ct~(|8&V1uq<03&hjta|EkQvlXf|)Y3M+|3 zF2@MH`A_lvG4``u^SGR@!cNgO|AzJR=&&nIr~!{$WReg?=VR#a_sv4P*H~EkSLblS z7$Qx!Pxl$_U86oH-Aff~MVw9_4KqEiX4t&X!V!H={l#8(Wv`Ex)3Uv()~ibN9;cFl&W-F0g#KURa13QX>`lm4t1tWVr zRbLJMIC6hwrvd^6;D%@TWDZpSl$(tG+~;nh<2bU-bV#u>G=E))qbC`AeIy( z=a3%@qT(EPj7}*mA6r^dhB1tb;IPVUcT?bHGwT$sC^4Y*osgpt zU#dHRQr#aGh+UQHKh@~pCFqaG9v}WkaDI24Q&^LpoD6^@KzridfvR_!e$%{D_Pk%_ zeNg9pz*FWn4E%aP79Gj=x4sjNos*L)Bk8+Oy_}YLi{47p!GdJphnhyNH6-FRt&?P! zQYraV-^kaZelQg&Lp{3hl@zppG#dLg7fVe2yk~iIMfdGSfG*O+E+OZw-yTjzhV3P5 z52Pl+j;WoNGL~|AyQ>L7#S^;aOw%GbG>S#6FQdz8`Dx1D_)Ev6@rM-i5u^E29)s7E z)OD%U9TD*!nqHLf_9Lz?P_AhHalozyf4j&>+^4&Ympkxmwf+-tHk&!qQjRSx{Y<;t z;k5j=p0aiL$@+C?PgJ-Fqm8Ax%u~Dg;`nxN6LAx55n~av>JN!<3ZqvhTjg`aMe?tF zd20G2O>CO?GhOQZfgHA;5$38|5)p-FhlsK1KKdKOJ?^IDur+MV@Dfv`P<{D#-Yg3I{ew`k)D7zM9!{Ab?$`Nb zfvxi!+@XA*166KxnTI~xBIyb^28&!eDH}N1_|POgHpz%ga+0d%kaMSBaE!3aK!pB6cPOO7l*@bl8yrR zthY64P0ZmMvBS$xXS#86h=kkrm66zh$8eKThn2GhmtKg7!uu}N{_%vz(r+xZ*F>Ql z5cKO*4O|%}2ck3u__pe|&;x)2Y1;-5@PLAz!qf`^jMTWhox2|tTAL=SjCt~>pdDy768)=zeLJpd^_ySXz(o0V z`r|^mcVYng@J}8Ewox*nFZsNBSJf)X%oMUozg5c=;1H^a>4c9fJ){TE~K!&KvxFh$N}Esm9I^{^{@{b8ixA^N{*kGhj(At6l5EIqyGR&c zrvM7}e_}~y&+=}L$RlH5Tee-q4~{bBO!;TglFf<#+LaT(B6@r1A1&;*{WzC$VVs|W zd}*w}WpNCT%Z+%)60t2E=G;JYgEUAO_p{UTn>bN~)HaWUkS@%LV!%^hgKQ(It9(C( zxb_fbD|+U5`}_A{bZ?BNqrwB$5d$k2j+J2#gp?{vYWV-#mx1+VM|-(1dr756NYr@! zhJV%VFW7u$%JhAPd1m_oJZM_~Xm79OsNHYpm7fVLt4=*d&R3#!a%`8=iWZ?o3lKd5 z3{OB}27MajBQ(8T1DZ^)>;F#YQr0*iAvsYcxr$@H!%>(omhxXeP-I>mKm&|vP*Yz) z0!Q#7X8l+k3FNFR_~#|pbV(5$3Kij!dd2;(aOZol{VzTS)Qod1tf4#boQy5=?e zM{wZe5L6S{{M``O{%hw_g&LfzwT-*OH%)Fogj&Gp~!Ky-4E#Rb$p(# z6pi0uVvZlNd7k-Wcs)eF+(v(DN6@l8RsPd?q#5|6a~4CIX`C|`4z7xN)>B6==rE! zpjQc}fQ5gJO{2rFMvz`cL9Of@9*6{?hc-{dSw|TDPvH(`Emr` zdyl3Ek0v7tM{)T-H?=TZN~kz7jx-sl)S*8ONV%_s>I<+cKdVtv%A=d`wZ-{wV{giu zQW8P1czW1Tl_ZVOSBWu_1vjUV3C!kg6R>^JyT8o8YyKkV`UwvH-74qS)*3nM**0PJHAA6=;RmgJ(_~VzU!M1KUok}Pxw~>x8UlY<5cotn zaCZIJ?ku*b;1%yYVI*@nkg5C5iEN{~yTaXZhmKQhZZC7FQ)ya#g*(u+^p%NbT-h`F zh_n_9{#@t}v(*5h2@%Om;*AcifnnC4A?6Mep?-DUNc-%#d0^2^r9ze$(sp_RBs!rQ$}{X=l)CfTd1-Bnmy>gEBgJQL*q zrg5S+Bgvf)*d@rZX#IcsLANiZ`M5AYjf^99|1lUgC+i5EbBQGo(4nvUe%joC%JO@& zg$fxRQrm>Uk>zA8db$l~=jgb;7EFFETvkx91FZ13FOL~7YH`ENEx_H|a%5vioqcsM zn<3)i0!-^ky?q%3aG2v;uU@L(HVaw5wCdWm9*lULc++OPU+)fp>PF1t@X~Q~GO^Oh zG=`gKnu3@p!y!4#qrA;3vn)7ny{!XQ7aXSr3v88$zYhqah1E(d%YE_Vqmh^l+?sJi z!JK^EdnQHWoQzm3p_5Q1q}xG?*9sq& z^9s1c0AXeY))%mppP#))FVerQ|D%#HJ1^M?*sr$hzg+2)^V=KP+8$>-?`4SIk4Km4 z)$F@*_<9`90!tXUOBGJ)W7VEVR{C(h`kn{NoW>rmx=m&~*L*Ee)ic4-8KR!+4PAZ8 zUpXU&7?Ot2CcAQQqD*)94_e;jWIP#!4dxRZlq@l4mrTo-y z8zer;kmk4%%>!_J1YXC;C>H#1Kr;ZvT9?>kSF6{zCkqa#Nit~T`Uuduw1nJ^f(NJYKx`v?B~hsFiA z56IYZ?8(928|{&Ck_VTbzbsC2AKJxwXN`mw-8J8+QSc@U)cdw&s@1vmic^HF#9r=n zW9mv!#ULGWwCxFQExS;?SN)K$S*c2g`jvD}c(gV=B%pZkiWMJ8IbN#uPvCosp%QCtKIePLx~1=qB5>y ztVQ~r)Q;X&}>hdo}b!+5Tjdc_^8 zW>k}f%-!xlGGD*UvOpnu>&@+&u16L2csWq!fL`QTbGg;#VSgR~t9&PDUM&KI<~;@d zg_V`IOT!(ohQ3$d3AKs3AoOz~5H@<)TA%iVCt9^la`{*NW_o`A)A`DCR|Vd<63 zelD@Z@g@xHlE*9)3`F0Rp6dA`i5wE}rxy)42TJxEwg8!~>8kxX?dGACAP5EmGhKHy z4-3C__liO%`Pc7+Ap>g_1-jlwbH3XOv%uJRr6$I?&oj7jLvAvQG%YIP$k=q@iAEL2 z^-_6c2QyhTi*s{Qh|=1Y^f`aD5DB@0ibYIF9B#+ftYz&m;gv=2ObCMjuN=$|FPecK z*PXKycye)<3UN2-9zX<7VW=%|319!HvA~ha zk5yD??OWSkP2KV|8|bsgZ|2_l=ce*(fqV5`u1ooaAL8}=Y)7@e(|W)9B?2ockIUcU zak!2_`RTr_?V;Td4thXQ`08DzitNWiTvN`$8@#>p9J2&itrj=b@2!_hlUL`b|5@{O zSDSC}b$C|!P^@KeOi4Q?9bUn5sNzU06vemU^oz$W_pCo}zeS1Nih`{`>$)ucH68oS zi<(2Ulg}50x!fUke7Veh&#dkKmkz6}R1MU|+%^hpTRNv{smI`)4sMePGL$uF^ zm43^GM%lxx&(kbeRDe~iHl-tf3;dZF!l&)vF1udtj(=H%2pa)d15l@UetFgN!q&XS z8n*l`XqPm@X$fLXk)N9~KyGe&tW@R^DA9a#oS~lnGOGWq47n{}^YVHH2r z;&b73;ysFL+a^+sSOaAj5YQ`8|LzVECnGfZ&bGVwxLqCWd88*g4Zz3$Nwsz zmwyy$@I0@6$*uR=V$#0@R^TV_>)S2D4k;%vFWcEWeUBHK_cehV%lwyjG$9KsV~%wT zo)N|7w6{!(UBd%?=&n+kmo%<)#=|}z=IO-}C3IPcEHuBCoaN9o5$HIG^)t5kdwT`cF}`QT=23$uOD!7-{}u z>JA~#OsO2Yngp=AS<=q6iDach%Gzw1nEb#E7X^JIzLn-%y_DXG>1pTF z)pw668FwjLq9EzyA16!R^ZFlQW9XaLZvb9@M1**r{CNSBLQ1?81NLRbM|wi>#F@RMkS2?*;?;0j^Asolh8@7Y0FTwhKNh9)G`Xp!0o*&`6@%^i9Q8y8U`P%ZB; zsAh<(PPPFhm2N+VS3a{549hNOUD%7IkH(1p@b_Uqseh_>(#FGKbMtGH?L+9IUE9;Y z0u6Z3WkdtMHf#aVNXr{^`{zfutY^G#F|n7#S#88%rvCmEk0hD#7P$`S0dsQX0jMi8G448y;ks zZe*sMo|;t?=@JwrlB1G=;(}7YgPeaSDiG<*x>wenK=?&h&l!L&Md zrMd7P6ggp+w%INQP6n@DF9NvN({4`mKfap&ggNaH=$}+rBLF6RICWx4pB^0nSt`ooE@in+5sw^ch~) zDS_+45Q`FR8jo};*peK+;Fzfe$gZ&&eT9T~9G@#V^WAMEHzea~Q#?{~O23+N)^X2UGH%wmM} zMQbeqco+^&B#`R)g#JE^>{ou5|`#p*$pg4lU%^b$xANFoTW zvPMWwO@)HFHy~xPeF~5Q=Qq&82%73qw-_Weg1LaF$)4yDstBOv{q&gg^-&f@o)-Nb zyUE5>IVhCCq!`ZkOHfrLlWp6*RT~+62biuer=(b{TnH<}_^J+G;KEu?)TExcg@v38 zL|^=ZgT!c}c#d+J8TnpwOufUCKynHx9GZ?{SgNeCn*OaoAX7^#awC(>_pMz~|IOc8 z*u`U(B&O8`$hDd^D*YelZ|%pFF7m2B?4M?CT{eYY-s(ZQP6w%L&qC0MCG!SYf1j&s zDbYFE{YPYzfZ5se|NHvy$mer6r0>1B_;)5q0-CVJ;XC6FFcJj?X7={%S2$Pz2npJc zJkOhnGQGew2oG7RcBQ{rU{2yk8{=QI)v%aQ<{NyRyhKFvw?1v(&pjcRy= z8Ze2`nD&#uN7gTI0k7pBT_G|uvP8G3)**2*X^W%%@$nHv_nZ_cf&foJ9v&VpuE}&5 zXu^|68FiL-d9Lz^0S|6O%d*A5CejDVr(s*$B30~XT12U%`39StD3+V%?Ys-oWRpl!1zKXrFzR;4?Vbg4ebK$^{*4PUbjP?um;;QLTB!G<8IR9}`gYxbZ6UuwH zw`j;8f03r^@JxLj?rmMel5-xr_lXRs{>1W^T`J66O(8Um+hwzl7vFCQi>ZrOl0_3ZrjzGGGqH!( zn-;qU)^YG*LGS+BAs8iW!Kp?qzTm(t1TWoZw-2Kn^ z`&0-LN(#mrl4-6!2U&;(`E>pi?B$5SBr$D?M>Y6`t5ChAR9KlYKoLO%K5y(oz4r!& z0}YOAOU@ZdT|Ez4sJ_XFfmst}d3Cy(GEPCvmUNY>LGsI#`|Y1xih8^d0Zx`5WdVA z&3e^PPz)y~=%x^G1QXIHT736ORrQfH40$WdNiRcjHC^&{aXuOeWIpL?X@P|g%&pbm zYA{XTH8eOj;09hnRsPKSGyFa%9}$?Wj*^oVM9C>EbuP?d59@Sq(fk7t1t1nFX|Pcf zU12Lzwdm8^tI(o}I&z}cqh9oB=;k$p^f2sA-n4J&4fhO6q?d#Hly%I1Wl^LgK2_(i zBqlgepD1Dc97QYFo)72{I+q7lu5H*$W)iKYS)RWTn{!dv+u2c1G|1oknL6*s4RU?? zYuq}T%U8U(H?zQRS>d3Tr^5=`$E*iEws#GDFHXY9iZ>iMkhx#eQNf6Au?i~KT1|Yk z4R&0RoPx-#}J~p}-fccABa7ZM#2dJM_44twBOxtMuaJkBb3YQZ(Gn-nrplCJNy@S35jGnV;)FXRS(0PP!aUpQSR=}%PtsDYvfG~^kGF*`IK0{> zgU6m<&e|0er8T%=x6NCPjQMLtQ7usGXg8lWaGGu8)f#c|SzLHzVxBKjbv}dRCrWfl z`NKEmWoRXR!6wf*`~BziskF9KR3eW1M3CD+{o6qL3{OXGkvdvYqWvqnc|w_FVa#ojO%{9>O@>_|W$}NX-X_>A*3N=Y zR)as~Pf;lS5yad^QBjfZVT$8es29Hfd}tej5sHfmVbnuZAyXj?!klqd3CEWo?@`Dr z9XU*l^m=(7Hby^!UmQ^%`eLw2uefaCQ)7bjN&Extrtq&HY{(yt>>?Z54Pj&F*US8p zbH@0kIMP3rWA>Z-YI!#(4&1;)hXY8HzL%yZvc$qmHMv^5t(3hCKHaS7m(9L_ECKXH zoy2a46gMyL%wRj1s1{M5C4NC@zECQ|BI;aU5wO=uUOuCQ6BiuU|6LPvPFu~WRA2b& zs>xL|oa^Cc<;@h}%me!W%)wQ;-fU_EMYTjCX1`iHNm)c5j7xs#e=}NRtr?W0mf7xw zf2McWweAYM4;%eDS{V+_mrrRFgiedsvO65#Pcz8#ocW?MrbXLZvy!Z_v~zb@UbBB0 zxn=q()hkI`fLO29|NC$*Qc|-Whf3$In{mxZN;&ly3PfH|NPiT!Yf0hL+51(EI3s$P52km=_C zzCa%p+A;Vy(>iZLWmUPzZ-%P4$i5UQi7NIBgg7Rs?ZMeI|Cg-kW}t+>tW^tShhZNl#R|IK$CpP*fn z=``&x1v&5V6*sYuiHVHy%}+5RhMd^Ykx#rM$Y5hHn@20n)<8Xp6y(V>kgQo9xxk>Fzse`qW$n zJo7M>2YYgFqz2+}NS5x*iN1>!2q32IhSl5b1qq-aj$a7>owlrXb zZL{BK8^L0+hV8VTi z*w>4S4Fb`dElE4?qhlS`$?@rg0ZVn1@q<3h7)k5FkK8_Mp82ZUJ*Py6VkUk$dvQbo z0gM?sck7~X-+5uN0<-Er2-P0fns7RdUOUTlH$`y|y_Lb5&$AD^S%-^VZeTO3s|@yM z|7)oLA(?&sv;%O2YGPMvcbBlR;SCAOMD7$0OMZ=v-B!6w4|eGbYndY@S%#iWH1;oy|1I*6r( zyq`qCZ9~HE-u#gzSG1r{no)f)TP03O;IV%u((2_*EyHs=rQl_A^x5d<_#nk@tBsx8 zJDmaLeeeutM1QY2l~pi9SSKa}l`4|6_iU5*bJU{U-%Hn*+x~8+FDqAnsv3l|mEonZ z#Jlg-0>qj;wtIU=`HuL-VcRd*N(508mq?c~>}f;(RzoL>MsAIZ?`Z0W{zi=a>UI>J zsKD!RmD71s!B~uKL%YyqwHOaNE&tBZ|GJT4FL$F=qrd7lVx?cBO>K4kL$UHcB~>FXi$5|I>yz3@>A%q1sN!+sbw18JXt>TPiRbc<)=CM~JNZTckQ%UHK z`>y`yhiZB-@7!F;JNt>C8aSVuwwG&=D+TcK_wjr!cP!U=xO+&xPPmNlH0Q!i73dM( z;y*(0|I&TPm4wuIE4?fpdpT4n`rM8qMrWjW-yI#ymXcC2OKnc`1VV!a!<_mRP^2iS zOsnn`dkb=N1GP#8FLxIp`6L0&YJH+KF7*7YNw<ld=SIS^k$ z2x(933=cMMrHNpu^R0RLH6^h=jmM62cH)lKvGjfR8wacG|pNHekcr6wn}Km!-? zLlwzfa$V7vV~?SD))}{iWN^i)ixln;!pTc?U+Z~|6va%($tu)vGbo)$hgF-e%g7-A1^dA%=s<%_CR|K}K$Ut?hTnV~pZt!)ZI# z$V;bmc+Xpkh%0`DX~UEHzY9`cl8}OLX6yj=^ogI^J;!NW$C&UGV`2|nW%rk#+LmW$ z>FvNgjfjY7Z-3trh8>I2NHl|-gydnaPxRW%=h{q3%^YhSh^;_9ON9oKSD*lKdtI5t zQ)1-gR1LL>!#5n~p7{^LcldXNj`A!k7oZOEJp%_X_$>mXysTe~6tpXgk}4lWN&8 zu)Z68qrU_Nvg`?44zrBo`Ho|8KUP$*R<;;Ie)>s>R}OeDh4>TJ(BwKD;+uAxgUH%)ogEz3j=fyh-kw0?{aIk?U4L}+?A)tj&H&GErZVN_Xu9vw0hC$|?)D?%eBwfue#w;A+E&QxgRBv8Kxg zxYuZvFheY&FpdrmbVT3@KRCHg7v!6gzl>*{Je@YgR;UsZBWmR`hFw0BoEYr8>RCct zu2M@vZj*c-u1Ic5Cuc~>{3D#$NJZ(svf{iy_p0`mr+|#5jy)FtoaIH{cM_Hy`Ccg` zWPVt%$?FXnGl~9K89^l@?C@3>qFyM+7$(O{iMa=wU^ldNM+p|wsXtT~%jU~%E(BdI zA*;KgJL%uH%^P%{AKG3X{=J}J@J#yV&862%e=IfV6{qif0Td&~8e_0xgVZITonNlJ zPc>T1jc75%{uD^~UwrGH{!@;Nx-qB7UPGk7_?TtH7OGZNA9UDHvj2%HL~2)!>icgE ztW=KaWXqDLpY=6{p#~d`9rH%w@X&Y}cK`_2*ZkVJ`Cld8pn+uJtI0J1GGK;BHp`q(H8o$TUn_R2+VdGD_of>qI zt49WI&hcu)?>8b&7L1l_TCN(L!a`FeL; z5v|T&*Y%Nu?0$Mi)`61Y&I~%TT=lyOf~DJrGLg6eQ<0q@xyilB(O)7SuYHT-Klp>v z2S&W4QH3!|rlUIQyPO)Xw3Ij$j^Qh>2n^QJm0Fo%V{QN4P=8A4VlAN7Nqy8rz+um~ z@}ouAgfMi6d@B3Nh2D)wagSa6H~dUM0P!>Z6y1yeSv~4!%!-Q-@hLpKVaqQHSLTvU zN4{3`rv`jOX{=ZlJCG>Cv(IGqZ`2?+&G%bArvw?vKYuROJLJqXYW}%vWqZO4Z)hM0 zu@iLuz2%Sxcoq}c;;7gbuVQZRNB>^LS9B4hV@^Qf{9pkVsMIyAE~sIc`?Y~W(M+eK zyz!z`9If}(G;5&JFR{p1$hEdQI5TjsPs8~C>&Zq3k)6M1yC@1j{kf8_(JO-g7uyuh z@D~=9Sv&+M402*nz%XGrge1_Epo@=_&C6CdS23CD&R}bjt$5 zZT^DCMkS68D@~g4i-Dl|-ZCy3{GnHUCKl{$^)`d)>m66UTvRV%2UK+47i;&VpO4+H zhCr;ce4c8H9w4dKq=srC+l)i&ocv#7V1T^Z{9_*oNC^hXFm_kWT4v^IWUJwP$E}(_ z7}6eki4j!N3%U_8BqphzHjG-Xn8~2fmSbtzARcn3oybUjKjtptgjR#byB?^4RFj$x!F-NB8;7^1z&0!l--}L{ewGko5L*&V< zk24x~rrFAX*xS?M_(meHk!bS208~G#!0eQP zZIugLV>dYgY+O57uk%tDX@WR2h;}$K4jw?QLrsx3@|B1v()?L*925}Mg6M|b*IBto z(hG+|2#9;Z-2v2G0I2V5xLEBg$0*H zU?a(7kj=AfDgZbOAR=IznZJmLHeY3Osw^l$1k53X6iikI+Y7muOi zn7l~qh^0FLXi`9$DCE$gIFyETL_`FUrX6}CvJ!}di8p+@3 zc5-|S5sNZ1UyN%`rXVqjF%O`#=hAI8#Y1Xi-NaUK^|5)xwl1c7^RsJ-n7*S$a&|Cy z&6E+7O7Ysyyy|7Q?%g&zIyx~iF)}j3bbs;U#f6!PJ)8Sq|MDA~dx0he?bocYRx5>kfjpiG4`aSEl8Fd3X-yGn0`xQ~t-(1! zh$H(+AqJYX<^WRDo)qs{B?(iLXF5A_K|Q*5%T`F;B;7UkZ|nu;bqKJtX_<=cLf(dI zlZXM4IVQur*Xe%32(vM*Xf+8M9^k%XVmZaBBfcijC}ZHF9exuPrc6Rb0syT^DGLp( zkJXWq370ny-%D@Z^U~Y)BI5B==L#L9wZ3ipRw6?5sHqXGwLW#~lzZqlci#7XJ`j6& zc(}=cFQFView;tN^G&Ztr3_t*VQ(~^GKd*umyqy$0#_?#h*jIrVpo%-zz^CnYYvLz z7bVyvrOe|Bt!PHTYu2xc?AyV@BfG!HHp8%-CS4~0B2Rz?OFvCWfSMqTDC^Hx7rrvk z^`p7j?{yZ=k6n7EyJMtQJDtleHQEsr4Y$!g_$ky5nUdrnoKrVvZX_J-eEN;wrSzeQsP%`5MEEC0mXR%^v+r@_x zLLbLkO9QxX*KOOhepUa*H3I+~XR3*s8Np}Ip6%=FTfKU<0U1j9zTeT&K}2WHoN;4# z5;W1Q)a!L2dMWRCp%n>TdlvopK5 zmir6GZrMH7l|8b)|3t0$&1&(XZtr1TeXdlE@;Uz%FZ(e_yu^Vk2|GMy5c?m3bt76j ziPKR!<3YCZu}%Xb>yU}ZoJF;eJH;Er%!q9JQlP1D8|%_G7pF}YHf7EV@x%Mg=$4_Ku^1gv>1Syl8S9SgJuTZ zgh1do-ORqQu;4BN5K$CGochlseo`uRI8xIR1VLwKCz}DH3f}R?R}pDPU^4HURJK6C z(SiWzM8#TO$G8B1&HCDWo>SBh$pfFQ_Gg}oos|F)wvD<=;n_VquRVC^xnd<07b%!S zT2KrpIXw$V19*Trz^YN)fCS2J4A;HAUHQD%-P7&+UM}lp3iV^B#`}8e{Zk7c!?TujLYKmJ!K)Dc%}*rbUOTqqPu zrBVvtq$=@C;2A=*}4@Y z&Zg+!!GSIhh)_3bMHbYUEL&?8uqGVZ6lim^vysaCzRwK@*JMPQWHftXgc!jKe!Bw)w1 zPA3*bT{^NrMmAO?=oZb00s$zK0m3$wZ6_idut36I5MNA;vwbZ!4~D&lFenhQiN zbB$&Z+2EQO-Vxb7fZAwLKmbCQax5N2%NE4z)1K0imS3AN01;&}8FpgIMUzL{kcw(0 z9UDujRN{yrlLB$ib&mY7-IuW-BGOhEizTA=+yZ!`#*sEZ3;)l3I4fx-%c>1ohYS140a_ejs=XG{3wW^?7^BuX){$+14RR9o!e#)X&xdnb+~om!QACq7 z<+tARTBp&LWn!G>f)o4Kg7`R{7~cYM`>mM^3ARPVRK77lNZuq2Am)%rE(-!;iSCp* zGh70*CKM?N%fuE{Y!C2r5(h!f8%3JOiN0M~8Y@`)My|jpGIK_^SuQ}t<_lrjY*r~1 z1c5tTsh%u_`nk9<5jXAKiH?A=^A#V;W_+L$DIk5bV6~AzlY^U_iloR-iXzv*upYU# z#P8y&WDRip4LgEbEs7#ZQyWL804ns@$W{sfA~3k$NG`2mp;Wu!`kk-2^OX&6L;GJs z;tMYbH}C+W5t=SwH1?(V5uK_qhTG(jXTuPPWH7Q+#5Tn@I2BvA5kS&xFww{bWm(uY z7BH4@W+yVCLvS*mu`mSNe(aWNts3b#L57Ha1|13&stlq+2+``hNK>s=UAK0_Z@=f=>9;t96^qqm zuU&Nq#u$)$j2v{qPy7PyJ_(j;-QA(C*&{wNxn$}jHd|9XBLr&1dFtJwP5>IXgG6B& zo7jCoCYs$OY zTMZHTkRP*29^9X0CqP0@x$3A@!>bHYMV6!PZ8k&by6m)YHkS-E1g9vclwoR{k z(Y_1k&jJG9+8gW;N#CA?msjUYg-bNZr;@E(d4{__`T(Hio6S_{`NCvgr zr6I$6_7NGDnDf!9KZqH~Iv$ilgr;5~E_^;~8($F5>rxy+>Y zN_mmi92X-Err7svhE1qHem<$Vll)*Z2%1e};^A@C130KGG44%^byr&if#wqK-m&F> zzW?XG`N)%pPmlEV^&0ci@d%lHu7CilR1W+5*1i2ruiCL~yR01BmlMhP5FlaTCTaw1 zenSzlMiv0bCG#nr!r3}Qj9LIh-UVg}n20n%9AFEG8tl<_MA}V_f+qC9RxL53MrR8u zQ-BIl+aGKad=v2q9219e!?^iOS_GD9(QJ?u(grg2x`XYA>&5s*R!XpQgZv`-uT*jJ=(K#yB#-+be%pz0`bd&9l0faSee;%{PY>&jTG>9gDgr#vI!uTaFx}oGd(QN~(poX!>BsIqjlz80y zW3>kg7x$!8Y)S9vzKij?ww}9iuKzXUP?_5n{#Hx&*mG;g!G#fB}zx>sZdP;7HBmbK8 zf;~3IlvBXYD>mZoh@=)_P_&rz!qH=~Bw-P5(oD**$FH`zH4Ga_P1g8z@gbshW;i-s z#xz#lF%sb#oEU3>IG+K;^mi;F;e1C7o7cISz?!_ww$LRH&iL+!|Cxd6_Pe>W<5V$Xu z*hxS>h1>}Bn2Z{V16%-1e&z%q7LjT=aw)w4i0PRUgl~S4C{|bUI{!J(H?3Rv*3q>h z1!8`-qY<|Wg)-yS60%6k3UG^SL^fMC6Mg8+CihR`O-yh>OwBPWv{NbC+Ef<@_^@tq zsl`>)R&qO33_zr9qB}CG!&(k#fGZ#~ZoGAeD>l2Wh04kKja$SvCoJWJn3Y07>Z~z!^s2$Hzx;sYm#uYYsi;)P{8WU^J zpq+S-VmatkpL%cOc-m(zfyO&RnXHs>M&l4zK!VA^5MH$4Nv2gGxfKfbF@dD? zj&^I5wZMh^ocyhe6)CS+-x=* zMNuOPVllidJrD$ev^$n*&Z8tFuj6*cz!CtJQl1AkfgCg=eIXN}CnC_)nn_|eV3S`h zr%@8y#8VTaO_z+UgcU~R96=2#2r=Huo&G7+Oh-;9T8aP&%KqjEaJPE`jx6mNkYiPW zh5L3C?00*dI}@wLA(;Qu2)%5EW>oG0#VY)l|J9u5E-rE7;svF|6g z%r!wmdXg1e)&XoO$whX08p>j|LIHLaAr@eI;RA5GpHzc__| zAU?Fw^1ZYk-G>uxAjhReF_EC7$^@GlobN)a_}z(a+om`sNgSt{?3yKUS2G%qr;(7t zHui`<03e0J0kIx%nae5xyLXJN{D^I~B{Kj3DnobYEXh-%@to?wX*SsHB7F340^u6Sy%aAHmrN$p=nDccX{?uy zf+i;?-}#QWA3AmhVkwWZ1->0Yb6XXsmrD4#+P>1=?nLOQKmagy6FH~yrJ$749j7HO zM1UByA^>kA0G<{EFx#_Hgkh`RIl`%FabzdR$i=LHDH)XD$D}X7;u5!VP~w$!jtzaOf)K?`E5rN z-w_=KaoWHL2+*cpv%o6Wc7~v}AoC^y3Xy}XVhdZkW){9cGyoZOjPVqJHZ<*Uh8bD{ z-u9F{H%Q>SXhUw7=t;ns6^*U{KxdDu@Bpi^r5=;oxJ9NxJ1@cmJ9q9}yJpS&e38$* zFr%fEQeKSY8mbYE?s4>yCQXZn-$}!ijq3s@!r8sY<(zmBn-zx%_!9!!te8#iOtq(Z zmF}yTB1BM(>lnhPPVtCo#p#l(VGxD$o!U$rj9zrs3#=3sWkaCI84FhkxR?Z8Q-y5v z1T3+6&99MBw`wNgw@L2uWNZU=axG1}$R}oClk5lpIn%hEY@*qLas`AtY;j$Vv~xPOTy2nkeL@)~ez5PixDafTN%NG$9a5Kl(7^c^ zjTvaiX+|7K7(3jA56utpIFM9tqhq-)fl>fq5@FjIiFnvGpEvH(vC}mN0h(BAjR{U< z!e#%^k{O_Ji%d$&willOFf=rD+pV{74azeavCtj?7SCA>BCRa3=4#6J733obyHO*V z`knYuX(3|DCCnGo&5nh1{9nRMYu0N@Vv!WkN=nQouWQcO(rJJM&p6Eh7l-f-h{h$K z#+MB;0_-OqH>+FtjoSQX-CXIeNRX)|G^36j#6?6VmuuR0Vzri40!CwVpc`A>y1|S83dzn`#0)}m&Z`MbLPD2StsReXI5eeL-U2HJgabglS}zjakhN9A zEH5FpjIH9~N>Pzz6%eJ}T;Usvw<=Uyp=0lK4M-816n8|1Vi^qJd0rz5QpwVaCI$xw zd%C+87K#9H{f;e&y!(-po5%6u4Ks^~W;<2W$REL}@$Dv|wwVad+RwkmD#c8UJ50iQ zE;+g_F>{QLbK7l6679J172^Pb_=otp)Z^~gRB1)`4fm%x+37SUugAfN+#yl6w)?T1 zk4IYkEEr>8SA`lwLOe4rN+G*B&OLdRz*>I*R=Zk}Zf@mqRCdaQ3al@PDaWB7O8jG6 zCURfE>(bnyGGvXuAc$vu5lilx&DT8r%(DP+!}Zt350jy6FshKpS{z;g&i=O+6o6pz z%UbQPkdxrah&l~6>EC1^WWdltHcdn_B;!rM5<#-W^UMwglYtQAU6K(x^;FXlOZU@( zIH{+SgJZ@p^&pD}i7zC(hk=9j$;!?c=^?mhg^*gSyPEf_`6}%-vz#=wOn{s{1tXOK(Mm7sdchzn}u@DIDw#G$mDAGdI z7&lva={C=D7m;W%TWbme#o}YBrNzxwt6A!G;Y&hO#Vr({Nxaw!T6B{1hnLW`wM_^B zP$8%Wg-nQuByirEzLxvs=9D6$I1CIC-8gI@bC|I)zGKzxm{n*+XKL0O@Fdv;1prQM z%VPkgR3?*Y8XetcIc(?7oom;wk*99lvjYtLL5a|`Da*jhC9c$CS63^dblxSvPAOF4 z%d^|93F3WK$WpL{QPHM|))wpqapZntQqA3|Wdf0d0L@>zs14v$)nuG4L6b8Y31pRk zW(m{W!H4_@jU*TCVLOdhcv&qSGnE)TEP@QF@;-*xx@`&Y>`#K4%vc$h3B`ASqpst` z5DD%|S#B}-cdrmEmjMtlpU*cQ1B?wNeFMM`4;}=dx7_^-d%w*Ixc%H-B)iXn zBLZ2Ramvkx+Z}7EMQu$l^IyA{4FD6zZ9r1ox~-;U4XJ@@LCt9c!@cfkzlOdM#0^Te z9^-!v*sy@mIg`PXAlj{A0Ah$rSKOWc&6oz(yf4&p?TR^7&wZEHYR#yiL> zZX5S5rDm7S0K6cOx+v7&NJBe!?%ca)&(Wht`Rl!Ry@Fe;Q1QulVAm<^olym&>V(*ihuBsmaO7$teK1{<9%06 zIjf`|iDiZTVyP)sIQCAA^Xk|~tUW^j(jL%u#y8Ypu?@LI&_stAQ`e|YFyg^D;>7O>fT`hf z4L5_`8+cn%5X5MP03@)E%|9#P+zfxpfHL#AwFeCFB0vzB0dWNh>lv&XYe3GxfIIHU z#;XptS+7$&lShbh>_J}y#p`V$kbRRWF=ff7cK z+fKK&LZ(Tgcl2`FcK`t7RwBPxGt2U`^@GTNa$R1>UzXyJiksz(w!@JP_mi_On~1b^ zA9svPEBfWLaEzoPv<+bpPa>=UWS4f_M4Gpbbvs(1gjn`j`oB>yPL?#g5GJ^yD z4Lzkp7#gX>B}8RY4Rf$m6h#fvQN&o28k&+{S`5p#rn(_kdNJ-72n&EFgK-O^+?hE` zoz2+3;lbwD(LuT~aCS zXdTB|jkS~#vFPY$5mo3(u2maLW^o5Vochl8m^i>9#<50y@J7w{^9GYN+<^auuc*Cq~q+jn;T8XmFICDWw%+b;7AQ4 z6F#$3EJg`nS)mY#8e3$G;J>arD3{BDyv>k-Qc8(!fFzi(F%L1a zH5spC6=bu{5hVRlZp)ok6I`|ifY$lbT@BFL*?EK=pagHb`;`JU$zDRMM!OAb;G6~yu_l)ExV4I5qBK;RoSmim`y( zXe%eddABoA27B4FQw;~$eoG`mOf3zP1u<<~UOoe)fK6kjWD{ znpR@2EN$goZDhz+a4;d^EJCv~CZ6k9vB-t=aGAHnWD8QW!_QV%h;l>27>1CE;#Q$W zQ!JrGw^$ztH#O!Z#|i+>8OyMM@3p5)$Ie!5SHuALjP=Bvp;bvj1Ki)sX8>##7UA*$ ze+cVgXJ_ZWUE2xlvXBXGv)O2!HIB515|5a+lA)mucA!nD4{>;D`s`G6D8LY0a|D42 zi4KC9V(`-Rz@LQeLF{hRIwnPszglPoQZxri5!xCTHC0fJsx0vcP}A#8J7OiYm9Rp^ z0`tWrN*E#TP!NDUJ0zxB%aE2m?QkW3veCh4b2QrC#i)je&?HpGxM}f$s%C#ZIupZ9 zv$e&Xarq1YHY}p?x@!ubK7G2szi;2}?FJqxvlq?sHpb}RSX{QTa@4MnQIbPMshK`o z$<#po@x;W)#cGblJIRuRWuZ0O%~$@}Fko6g#K)e*jRkNx$^D^`Ul(an3qrRySPY#g zd=N&fXJh4;5boxO6x$OxvEjBo=GF39uoWhKd`#u>*~3XInK6RfR9-tUiWHDDQOkmp zuw1NF3<^q*q&p^}ZJ!qdv&W2%l!}Zt78kr*((fEQ{XEx3zKK!Qxb@$u4R)arP6fe48DMLnOMez1z0YF8lodG6+!+)UTOTMG2`r4YZ2_Za1SJ_Hz=%khB?_0UV;sS% z1cV>#%M)#Wo(zD^w#e8K1WWGl(%bep!O}{Tj*JByqfyH?rW)rLNDZqqIy^U?nJU9p zEptW?B^ac=9Bo3Wh6iFmY_2Dta&0WP3vRXT;Y!;=j`(OMj#{rB#B%Kyc^kmD2TlKlwV7Szryt}bI<`aMgCnAoM zqCvn90TGgjO0v$FlqKUpTC|fYLxkug?q!9@M5W%iOr1mpe%mrZUX!9RA@C84G*eKbl_igT@T zlGHe#y*APR%~{4htg02|B{jHnTM9zRKXQAFo8@=+6=E?iiQ-%Hd~=o9C??{sOVu%H zCzO@h5KoQMdorGh82Px&h4LhVq#wnE0fdedB-RS1YvN>b#k-B^LrWN1NA}eyb}h*% zs8%1lvY}zzo;L#k0HdI$P!bV;?#(|X zv$M`r>@>z@B-{BkX|$2YhJG>rnjmEc-WC`jqC^%n)RE9>O@LMl(r+%{ms%2oCYK}_ zCy5Q5n?>ar+Tt1#)jGfl1-n||7Q-0+XjsRZ<3u(9J9ebTLu+k>_|*b&ZM7!Ngzc2M zNnnTQX(xUzHOtQ%0)Y*S*t2t6JaD$W?Pq@SZ9nsqmVW_JS(suB04pwpKVzRjN~$$Z zKRS^GL`3F*>x49FtcsE_v2Fbc;*e(`Ml+6VWB-%kZf-+t)5kCh5-~H2cC!(ZHD0Hr zmKTw1Yi`bL2(d5*#}yM33K$fhXinS`w~wfBkjaZ0pgHyYaz&sbUoy*lr^t?A(5h=Xu7lMWFxxon2kd zB)e@T)st-m2pqr;0%RM0&1)8r4R{0Dw>>T9fjozYQgzQ<7p}+sRjDM3KZle`qGJE$ zPyhN~|MBnt`R9L2_;;)C7W@6Kp^0Z%nILmUKIU$F&SusU4*E=UUmiRvCs=-b>icxv z8uO*V9HY?FGoWD({bC4y#PRwUs#I&)x;n1Mn~zq_KaY|c36uoIE!M0~w?4#@9pv*{|gEsx_hTc>)5~6O4t73gmz}uZd$H4LUyw zgB#?zLqp>4=r;WD&7*8gRMqsv*z?KtRMHO@)R9X=S=1-`Jy@YnIfVQTyeS zDv$DWe!_B1$1bkIJ;yz}#wG1Xn%vxmA?jYN5uf95&ZYmpeDA&A?_MMIy}fjj_WJC~KSMZ?;|{-l>7;7H~SpBtn*VZW?x@ArGZqYUy^1qOHz z1D+4@4^zf69v#I>c-Z&Ul@!%|5GS$c$qBS;wP#b&b*6DXnr|u3rE?6-gn${`w#Fd% zq!B993wZbi9}d|N*07Lkx2om}T21uQ#Q&$|B!LZ{j)NbW(LI z20HlV$`^Uv{8FT&%(Tq2G!5E22=0wa6D7AE^MTTDqDQRlcY>>< z+Xmq~6cF$5r|Sn606AhjVH@zQy)Nvbff>^2p+d4Pqo$5Djr(zGbmfix?sv=B7UNjU z(HjJW9y42YsBj*bSCO}cXY#sA(GhZJ>)}c50Y6~bvn6*&I;xP@;lCvN=NJxo4S~re zKBM+WWtr6xgS&YTDw;nJUz)TYHRfAaK3%G~Mi=jcjVKw@qc{W!Smk5eY9VvT2A9bWZ;GI4 z*}2@L?=s%=nqypMw(0%av8;s%ss{~g4zQTNjfibiitdhM(2LRXR2(E71C#Y(o(qUm zjAXTk{zaDq0Qa^-lXVb-`(Kd$cys_Wz0hMBsYR`i0jBG$>q9TTk@11rr+2mRVGp>| zuOEH9yHak9|Q6_Bt`X`22Z|9?x6W34Jj&{d5` z0c`?wrbigj7uw$uQDW{k3v_7>28pbb~wAANE0(WZUZ) zrcNPgAh@OYdST&HuCa5sF@M#uNZX|RsTb|!R+p)`@vSgC0E1j}D#B4P_|M(Yu*|1n z+#yk^!PKTS{#1D#)>yofb!z3qc+6B!%hkY6LoNI#lweppd#E(m7}?#;mSe$e*N`^Z zV}rDnURLf%n=Yxd3TWK=DWP2sOvj|%+WK>QxjXHO!uR{{B3V2+E zL(1ZEo|qgx#A(w*@wq5cBhBIc)8O-{?ZY_jQj|yS|Ex(5@cBS~w6J|DT+xnr=NXT^ z-TEVkAKv&-;E}iAYddjqkYzZnC&8t(-;Q%FnR=>5h87)o^`1AXfytkitKX`c#tK6; zVVKpxgi$GX>F?{u%5S}!n+hxSMrPY&U)Fl9*D_6MVLcp*y)o4Fi1?8O9$-hj zz{9;azXq&Ti;H&6Jr-x)`@QzIT0j~xT8p~KkOSfl$ivJw#_T0m_ht4| zt1TvCP+uCQb_K_ylD=h(NiiD^RG*h1hfY5#lir+Fl{WBb6v(Jwp~KA5?llP3S&F-@ zho)oOm^K-<7c!S{ze^TLZ6Qw$kxXf=OZ*Lq9FD5Ew|7wU4SMZvw#)+`Uw5n@Op;fz zAo!t-4a~v%d+%2YdIJ?L@~anzoKkY~f8p$S7?+@CRLD4lk#kMdH_8ZEg|tS6W5Kb`X#)?X(W2FY-SKz0OgRYCR?`Ptpf7d%CG z*yQ+YWxC6x%IuWI7y+BPS90^zp`fm~W94%Xcc$zP$ggk292w=)=+D(nUaQVi^fHHr z$4zB;K}d1f%v?p;t6{1S^X002gxYo~Za%@kpPZOhJ8C;v^!RpkRO9W%w9tf=s|s$? zC7o>(=<1Pl#L$j+HP+9w1JU^q+U#-xflYQn$%pdPt1urc2-)VgYy^i3--r{2-8*E6 zK%&JO4qqck>iU6{$|I=qfnxOx+7C2M-03E22t`9Qd=yhIuptyv|9%XVGhJ)627kW3 zDp2hR4a=MdTn=Uw*jTHVU?vD;6T%Pfv1$HQeSR>5ajDVX#MhmI=>wiJaM4O28t62t z?Li7fkfWLk)FKc^RbG>M1PLoU9I`uRDH$Tt1@SnVUhQyW%C67ECQFwJS}PVSWf}}g zE0B$nc_-`Kv9qETvm3{V;dTx}W0z5~ag#l2K&+ELRBIo)Y#$n}ZoAihxe2T40S|9j zby5ZG*Vj$m^fs5Ly070TFj_Rx@~>n)G=!%~C_)U4f(9Bt&QG0G^$&&<`YL9k50bp6 z1cyR)c-XRV+6;ZEi&u?a`H~P0573DKjiAH>1gy@?b3&v7bn|Lg`4t%28U)Ng&qM46 zo0yFvI1u5Zz~L?h8j7UDv>*~7*TjC+q2iZ2A}Smqqc(u-0QP7D>Ok%uK@we+drhTD z=K`PX1#}trhm_Tqq|t-JN1-n^!$+Sa(vQ5=pnIRiyu?5r@w=1jxaFheVI_w5>un7ir$iQ;8=OWzY{TGncN#en;S#)Wg00{P~j^ zKYbXquVrh&q#;A)cmuo~9~8r=DpE%jfnnqsXFF-#+ahuYOun(uHWv#?-1~s^hogAD z1Sh1+#cVy??m?y08`QgE@GVr+7(+~NkqGZ@{I@58NG(orVX_$ zY#G2^m|SlD2+%4^DH;fhE$>9&^CHUEX-OWVyzd>H%lo% zD2#$Ezuv~uuBy_IO*fvEG~?7O#du{SJZ;y(`=aijg9JELgX2_Jc!xCl8#?qX;OioO z2m#WIsWgaor0-(3MH^Scm3778uc>|TUGoZ*GBcSUy2_tQ|L~)_q$4>Z+d2Jz z)>xI8S%rInP@xZCCDR;W>7Lsc3+50Gxv$J#WsEYbvxJO{kn8Y)=-8yS6|cwM?-gA5 zic41f^{7BJb;bN1emEm=LGjGcIpH`0qg6?+$HHv>E9L=_M3~G!5DMkL=j-UmvmocH{RK(?OvG;zb zWv(=Ww41Q*q2@mWa2?byrJAm&ogn`*g4 z?a*7-QF0WQ5iz;DPE#V3NvAmL6}i~;l%DsZM(!VQuFV}*F@G1WDM817vo+>3k~ZYJ zNbOG1Z`{`xI~g@Rxi3Dt?<0I%cA13gj_TMw<5SRTh2C0+<22YCvu^#Ng;7V#w~QGO z^pO@uXF?9Ueoz`sM+FQsMk9O|t>1 zLDxjUu1?ojIiRA~?D?dse=D3DY9xM`+115ar$Sl>Kt2?_f1fw((tzTOo69iile&Dr zKH0#BN7>amDm@Do5fbMZoko+EAHSr7Pf(c!MR89&3ZPzzY3b0!1z91%#umsos(1^% z8iR%Km>HAU*+ju=xD~b>Yk^{R_Y+crl8E}Ayt!7UrvHV%s%n0WkH-Lj&Qv1m@?5%7 z!(1~%5HwmC6y~qvpC*JJxpb0&`_LwS=u*WmFVT1W7%?b?=B_RvBA)2_E#kkpXnj}A ztldu{mNp<5sVc?MErr-nEnN#T&EWT-sIK0Td~604V|3`>+18|wvK$MhX^yD~+&H?t znSsIG97}cC$m^BuE^aQdobv%k*gXGTISW}b$46;Z2bhLLB!Q29jy$Asj36%6ubZL$ z6AO9o9kq6&@?p7rwHUm9x*jzy>y}a7J8Wz8LqXS6;0SQCME(yaiD|%X9Z-=5)nIVl z_34)`#9V`LX#C9q_Un-w?np7)n6E0p6Nj28lJAT}21+XdM7>f*gHD=R9f*nnp?-9y zA%^~&62Q4Kxr>o*M!N3qxxp(Or*&zZpCQCr?&hoVCPqZW%7eXT+a@~NpKV(q#>css zFJk^+AzoA&(8HeQdx*OiX0uTxGHOl?(_Bi=~413{A-?&27=fKAQ+W2(7{EZJXKf;fMJ;XP%7A-P$#i(+Lz4O z1OPG0ms&FvD#|V_I3+jB(i-U0q4wurwaq_woGo}m zEAr#~CYJbtSGR8&!71|b^y&^W` zBwNhG$neT0q;<`HeT;J$cK>-^K5LtI91VO`GZ!eb&tc3|i#UD+BIxgJ{YK5_Ll%;o z;(v}}sL+7K@<_oDz+RP{-62KO8=TZiGI|N5*tW1MELTT|<6!j&+hAIm2qNQJ%+|>c z&sf8`96CLKL7Pp)$@};FI^iGvt#K-8W698OUaa;|Sw6}YLHWfUXYDD(l3jXyT31+M zl6||-bo&ACZ_Z7Wa^O+haA)AiCwQLs5oD&i{BiC7dIi>U9_Xgc-w+UH+dX$Hb_kkC zw=J_$A_m6X@p!+NJ!_pErI^bI!4f6MFeaS?tLr$s1{JbxYeXUm=qrq|Os4q~gi12# z6b5<;^`Ab@hmONI_O(I1nYm|9&$g>($7ioCcwHT3mC*c!?c_$s$G3-?UYdI1yx5ZX zT8rjrPV4j-@nA)Bvn#A0@b#nE9KU85E#F?oGWwe{{)qs)n9tkbPf-8VIKkP6@k!U2 zB|@Jz&OuEjQ(~MtqkvfQWqmW-XdC1X?B@O=^q40gDKG=nt!WnD;(^=HG3hrbxU-8ojx$ zy>kz?IvPGM?Iu&5dP=@0L9aM!x@o!{pA9+Qy4cvAaQM&zjw!Y${eHOl(8QRVoea6$ zyFml5&W1c4fImdpu=sqXwz%1P)p>K)djor3xvBD67QxBWl9ctx5~k-EiR|1EpvbuV zM00mv@AsP?fcQjJI5-7#L;>UM64I$+3uXaBIv$C}ri60M9};#&m;p#I|FC>v5=jjj zA!75qZc_17n;)SuM6{2_Fgkud|A^87Z0y|><~&idRm$9~zag+Ar2DM%Bftwyx3$+b zBH-I~NNmJ1XY1~DP6k!|YAcTm$Uh%k4U3sc%5`6EIkV|ZX$Wpr@!}OZWZWKL{EB2T oXXJN;q)kZl%=3)Y6I#Uo13EYTVA3pr^8f$<07*qoM6N<$f;y9InE(I) literal 0 HcmV?d00001 diff --git a/obs_000500.png b/obs_000500.png new file mode 100644 index 0000000000000000000000000000000000000000..b28399da2b6706558f3a500918c01d561143d41f GIT binary patch literal 49251 zcmX6^1yq$y*S!c5(nz;}N{1lbAV_z2r*t3SNj?<2}!qxB}kPJ>gBq|NpOU_sGoy09RN3dB55B-7dWQCDo<`RF3jkY$$dR_U+>Seq4QpP3I6ee^^ zxY*d(aKiC4CF+s(oIT=7U9H+Si$`wtx~1wx>m(B#Oo`IE;c;KX!f54$A!`G4I>ia1 z*$!)MfrHGAwx*`09v*e7^ynBENrT(Q6`G9r;j|GsqSU?n92|Umd+XKQ($vJy$9F&a{4kpJ zu=T#Pev`M}GP(XftPdU!Ly$n6F;N<-T&T;O{7YP^x~ZwD`rn$et96~Zpd*jarAw5a zwgxYUfrfUv8W#;{80FBrFUz`XU! zR$S{xMX8>){+Kq*Ar~4F@*_d)ZbS|ZljC{W(0ziVWcGl8fnlg%+lfaio;D()o64C0 zJ5l;=o;j6u?V?qxwoMA0@Xj1zXY{({kDG*d#jqv%mJu$8@w83uou0pxtOjQa-NtM& zo72;3ZYfqnd}R>A1@6I z4E*_1AXvaMvA#_-UO(2Z!PdoJJWN7PPEJfrOipfByBIBzt6#>xTmEZ}SlA=LB6RQD zYEJW?hk&p%VOaVe)(g>0jL*++uj?70Sc)YxhrF^d?W#KRDrn)`Hn+xQyV^wS`g+Eq zh;9&4ZDV6&NlZHL-o2}_omU2@7A#8ID;1y4?|FW6w)tKmQ&&gF#F_y=avjSeHT7{J z|Jy4OnZ{*(Jv}l)!nGYXlJXyPxUcyA>039sOJ@%t|IwgO)o7P^HS5#j#?u(R+r#}P z70)X7*Y%yd89n}%Pw+{ZD*aula$#2qQ}W;g_n@D76bOR4y1uMLX4K#pnAA4i#ua^N zZL?}W-9B_KEG%qn7&q%1==^W#>)UY<%gD%Fdik1~esd**prN6$V&_{mfK^$kTsB+( z#2uq$c-C}4NoW!h8Y=m}B?FC*QE1k;=O7*&92`P)B+a+_?fm;S+0!;jf>d4XlB0N( z%=XtTTL^>$vE;476-i!#S2N$GGhK3oF9!rWh1Pty==5C|KmWy%TUv^dp&@0=CKUR1 zCS-RcLq}IvS5s3{OKZJU+oovx_rS>MC+*7N)q3as1!%^z`)e6O@Vv5w{cC-QCT1 z()4$!-uds}zo@9F!{$}$MI|LAY|%ZAL#aG+D(X{9bjPAfuc$tZtn=M+cK1ld2NV!w zz92It50w|deDOMg=t0v$3XYSJVl?-##rPnlDze!R_U+AOk-VwrPhRa5k-(Omeh#_s zG)5vFA6y+A6t~?A{Iyan)ug|^K?}xUZ!<@Q*siwt8XFs1T871828Ci(!9hmR72Z6X zSrN1_;}$L8Y%|y}#iFstuNan?iB5TL8NorwN%3}d;r;bAHS5j?7;fjKp&cfJ6B$C^ zZr(THe8SdIu~q-1#KFZ?3vi&ava+sDvuK()TB1Zei#2bi8=KlG;`q+nX7 z*-u)zLiokRJ0^CzLWGM;e-g+j&RuEg_MJkmehFwFo?A(|f6S5DR(P z*02FJD;bwpYGh{@1^uP1A#Ge;l|Jy)2sKDKw8|AoUyDWC%W~mf_+UGlnFaR~KnAwY z_xJZNE;u@4!HLz7z6$>8giKIldc%%t(p)gZgL(;Gw_9k~+}X;?%FfQt%j<3^g&lwr z*i)2t(e(c5zvWOhZ|XXX`P)G$#>~!?sEnrcTj^H?JX>03*PMGFtgI z>EweM<@g<=hF9hvGc|X2x>()yLqnjdg{s=%im%P7A(kVrkCM>%GA$5NY3u5mA{yFG z+SR6%3->9(q17f?By3Yeq!ek(ry0FasnahDopmmW&IwCI@&0xb@gWggM=KkbB#yD< z7O`er%bImT32w+sSx+qt91mduC6&gsEvJTtMsiY;c8Pk4x(RnzSVEYl1S5!bGKQLU zHlyh-#u6%p`k4DcV`fq~_2u6PF7#sa*u*pRKU72L2OTq(iGC97>B^>L=^XDPORJ<& zi}>+fM|Z8k2Vgy&XS~Akp!HNHqOJ^LDb^CI!jvppK*s#$5Z2o~Z~IQ_gOCuW7Tl;} z$-HeyrnuU$>}w@lD}xRqW6^#khp>$cI%LCm`4Ume*W6*kj6yAeIwKm805ZEnO&vYG z?d+IM4@1KMoe}!5dMY39Y(+yZ)GBGPhu29b8V2ZLA{1Zkzwi^(aLf%sAeUd4{O*s0 z?yH1QA*+7{R^cHO_jA3)u-3=L)?p?z$Cw=d?oZOIJTDZ>e_dx~ZM(BUwdwF=9An_( zY2?0SKCzyL(iQ~RIq+{Oza@qcQcz$r{KD{d2Qd>y*itn~?ZfXQ-OD9~)6FXTM^-FR z+RWBA>c|N{M`^7?LvHv%w`e+b*!(792`%^nz5Ri1^xGGe9E}M{Eqy}<&Zd#cRZ9*; zBqX^tBvnxa$7zt!v$Nm4m3B+7Qd4BaAKX5_x#6C)%pC`S#^Zg(xY%xsLn`QVll8Qh zm0<7u`cS#M&v9vx>DoXF54!THmV3Cf#;)i_CD#d@*izBzlfE2 zMAGu(mHp8_{oGe;(ehWj2ANG5s%&(7e)s;p|Iw`95x87$()J2M^bwK-x1H*h3r}VIH{Sbgb#fKP`AGOC{+R@YUnDa;Gzj8eQ8otzGSRf zc&8_0A&FH15V*ATH?ff(DF$*lgPViHe_iW8?i0fZeKd-u|Ir-PIW=g}XIXznxjAcu z6nHYzVBR-(vj%MC;bMXLH%Q%TYrczti^3^^Qd!C06L~tjU*RJ)U8&OI(kDv8w8=@C@3u6Wu^aHLviST+W;8O4TDT_6RzO1(HBR(fc;%hV5}E4xMS^q3t$LoZ|l=R z>(hC1YZK<9OH$);L!?L?eT75Vlqa#@2=?4xq(Dj%EbOmYr}lk6bvq>X1Afnn=4TNZ zIy%M;ua4ASZ&>IfeoP^n>W#NS(|`eFZfY8ujqKj&>+4%vqvWElC5Aw3Y-|94 zLE1RY`ry4V-MCFV`PfdKzA41rDE!EqhraGe`@BId%&Pq7blgI0#;l~zCg%J1?>e=1 zWPtimP=H;TZqjSay#Oo#z&cF(h;Q|Fr1fd`nKyqRfuaNXrT$XWUS8U9!$B!vxQq)9 z$RSDI$Mw6J;L|~A;|C{!qA#i_w61%fuP$D!zby~y3<#6|vr4z=?El6FM>rt6-lXXe zGteW1(Q|vHJGSaQ5=31?L+gAywFGnL$M@ul8)tC8GBN-=?Ck86mDxO`P{mlXV=E^1ygtdWjsONN$*9CC}^W!c50qT8U5$?an_BFbWL6+(>Oig{Ae<45Y$*sha+4Nu$FowVHB z)vbr1$KYtVf_*tvfoI@jXJ`NT@$$0F|MAawE`(J`Xq0LEhQgJ_I*9Kje*_C{d^rWR zy!%zBgFsYYWVbO?IpxQXxtcGFTU%SDdW}0fJ1yslW&CGdubW2t5@VyHeEx`0@OqpY zTCn*2yMeE>Zo0a<5D-3u3H<8$0myuKczAz*|M>X0|MSW7<94z^i|_pvs!2fkL+|qq zh0wz~=58K$FU~sc8)Lw<#$e1Q4n{_oR3uYc1JI2HYwGt;^>q7Rg}Z2^071}*jt$(L zKy(y5yz4UxAHgyHp=7T{qn5NaP;Ea5$|R8h3zQ5~UPWoAedwsXrP<6{^x-dI{vi?O%Eosw&%m zV29V>77%!>AN4&Rm!#N!1=z8AQ5ZKDS90E-{|)Bz`jNf=J>SY%j4q4cZL$Ut=3wH_W1AVq#)o=<{E~w}lE`yfKOT{Z(H) zHrqQ7`tBX+0z1F+QdtIpn=g2LB_0 zBwCh6R#SB1B)tji&W6jyGhKtZ)7@1qxISJ*ydKl{b8DDZu*q`dff=K7&b2pwf;_?b8K3 zEQXA4XLpyS_2C?xvaaj2TI-cf>r4@KRaF&$pLz!W=WG8~`_+~&i#1>7E6ofIe@<>Y zux;1+9n=D-VaAK0^vlK)5?V$3$%^asqeb%eRgCM-GrA+a|A6nDQ} zlfTZByk@2-=u|Iq!gG+Z`r_ZpAQ0NYiHMtcM1~p%@b}TY5Xl}^j|eMC0;$c!>LVLl z;KsWTB13p8)|w;`O`Edjs|9`j@|v0+tmE+anLjcz1iUW(;A!YqfRh>@S6a^MMjcHH z3x=$@KOda-CQvCx4Bh|4`}RUc9a^%T9Ll@j2*L6ymaVbUfSY z|IW^CflrV;|M}9l-<{r)ocNvBk#>2B)RPNt5(~gqBfkPwdQd`c@=*qicN@ngchV;g z^nZW<(Ha$kK_U3?5A^jsf2tSx9@!Xd)|T@{Qq#>{+0-sJt$h{;_a?0XY2|tH`MP6c z-~ORT67pYIKv=+aF+TR2703CQVXxQ1Wr41((+4(T@8n)nNvp^p%$$b~naFY!BDmWA z+Uhwl9=d)S`|2u_+Q6!J`TQU1-sE$e_I=BB^U2q=_FyhefxkoS?NsmbX6zkboXepb zqWm(2eKEQ?Xy_(n|L}nq;C%;oJW~^vE$$A3_w{i`db-beq`u3|>3S%+*XPx95YUek zERPdq&v#|J)|u()P2hTfoym&F@}KvCAoigCNL90VWDT=6>-?|uz+h_bG3}Z_GZxRNoxQxOH_+|Cb#4HmX&%2v7QPee$liwkREh&s%Fmf1WjcB z{LyR`NZTzRP{VuGO6o%so;_y37G~o6cwpdv7OkbJ`6D%z*XM?nFZeb(g8}b9*RZ%c z5iZMuZ)QF|>75t7y}chZ6L{T7sHp6Z>F^`DRy<5n^DqT2{#*I`ZzmfpPaEK=)^)c5 z^IJarw`^1MnmmfhnN~L2qZQ(TeD=eXWVaiQG8s^-*DRj>GEc*;w_N|o)JVEj$#%iq z%}xKFYgQ}m7aH;Jd30KeDr)f89$E+x#g5ey@t4=7=ked@U47%2oq`GEuwwFN=`^$9 z1Gr;sVA`p91c&QDQ2`iqz3fgQ=}y-rss*pq`EHipED@EEN_?rom7xqjsCd9}wj)e+ zd13Ug>+r`}kfZE30W)6x)58XULdrHX&bOam_mhYOr> z@w}}d2r$VQQqQY-ixSwTN%~T7`t(LLO$B@xeb^?g)Px&@RlXHenGxSuym&fIsXCie zTq(}617s59g>V{7^dd|1CiANPgn@??ntoLM)33RbvCK?NY(pM5>!Hv84s7|vuU0*i zreBV0`Qmoe-_O<6)y*xbzDU0;HaZ%vt*;MxalVPL_vtN0Pm7^|!>aG~HdT?(MK)%l z^jYuoU@u{>t{3%>0$Q0Uh$0zbL5UjuHcq4m;$(6YI)QdXcipsfyiH9AZyH0}zhq~qLo05Ts{RUU z-7QtiWFn?yx*wg{s0^c_o3Vxk2EtvQvSK<=MM>m3{u#@@KWU|a*fn3yynZj=bQW!2 zJu@;ibgCYzT!;|(;o%}*$oF)uJOftRAFZR;~y$24pk1^79gg^5R;Cd zB9#3S8;vUhXn>ZsHekADBeVZq3&zrZ5cIvf*qh9!@II^ni56b?$Vo zWO8$Jr>$LqY6WUrlRfT{^uc_g$Gup;i(IMr;^JaWo7tHex099Ox~ywWDk}E+9%IKC zqL{bqeSXnSt95mUpB{DX?lTu-`Ca!nDW3hA@!%vd-g6U$YRkPa@*VakXB>I`&= zuOMT#rQg{PZW(8^p?;9CO&|fIW2kOve5mBBPBKQ8ct5m9uWk+M-o{J zAnm1rbmF`-)X~vF9n0^u)rW1NA9Qs0ib))|TPanWvwm)msMph+9Wg^*W?$^o z@jlJ^LLR4U_p8rO^2T1z_p6wY*89fRd+*k3?^y$Xf%h-0In&gyGEOTG;4%460qs9X zwJB91tF#y;Ur8-qC;XXhn7eqnJzb)2%T5zT7!`gA9Yi0!*c zvTFEZTzgI-h2X56cSo35ScIN#Hc71;uo-4>KK0CT7~*`D zsQSpN7-HBSfQp*h9_Un+SiPu+xTG!2=FZg;kySKi^}L@m_#* zVh{LWI$6-mdh?*_nWu4z$MJuBH3nsOyPTn{$;r!0+qv|cASQ{e{`&7ZxHfJoIh7fx zFX9#`0KREAA0%8b#1yvkxUQ_$DT z&rg4w_F@hNt0`D^D()JiK$l*+)8l0V-I zNZHwW9uUI$f|rHh7~qo){5)}rS7_;k?*8P0l9ur@1+L}fzU4$E>rNHdc760LfEPB! zHeemdaA>09yYV_}F6?mDNs1Ed3TiweJ(D;y{!=cT;AHfqTfr`vJpiKaA&c=O>oxv98U~8K z5!#h@LO)CD;6x2a)x8I_F!ESFeoL*)D>3ibNUOA{quvQzziV(bS+_$LJ-xjprp;>X zlv43X6h5ctgDeKRy0$QFfLDN}%mZ!-NQo&(EvP+QSiT9>Y^1A zY*(nd;ghE)HnZ~lbp50L_VX$%5aO?|rInJFwpsi$UE}6sndk6(!Lx86m?nIt z`2yjScNv>{`x3&)?NY&Li?aFjH^*;|5}uKT>8;cUX73D62CH{v~B0ozFo@t&`>JP{=YU>cKv2T5h^o_Gi+|XMZDIuxJ!mxzsNJ zZ8>`fumFR)HP{)BLI&@)BvT_i1N%>Lo646n+TPt>I_b8%uL@$>bDf}~R?V|j!{**4 zGv!Gkp+#wgxYMu%nNKgIx_N8{6JrQt1|b(?L~> z4?(tcv?|d(-Xl;@iS&K*2K(Zxd{UpbXcu79Bbm7G)D3Txn3H*06=B+D&MDo0TkkZU z_k$=NDDN+&Ci=@Ms>UscMn`pQEG#T^O7QO?+}c|dPwN!2<mIpw=HVgG zL`6xdEbeiko$MP#v%|m87=MXGy(MjdF8=Vm^73BFzi<*(SCvB}^(q*E_KVN72;XgU z$Jd%ze2(FEvsB%aU~aCiA7$mb+eKvyqaJ5wW?Wp;Pdt|o^sg@_6@=~&t0dy#LT6Y9 zvax0s;^MINl-4DFS2#XDUO#UsJZ-)7P<%QZePUdx^%t@o3s@39;!QOz*{lB(lqkKu zv@{q{Z_uWNXrQj;*Ji{LRDkYr3w?IG9u^cXbG`fBTvs; zkc1BvK@!Qv+=ZvOX+sja5y9`uzCkh)B7<8wU$Eu;*vK0?cC=Vqre9WeKt7z9bzh(5 zy%i_95sorKRTp=Q>N{|-D#XP#YhmG4uY4TK8zmxxJO0x18)qXfs^hbIbz{5ZB9oX| z77k7Wl`_>n%}pJP?|Z2QyZpozLKN&8TcTqhAqa=g-a|cczK;oN-Ly66AUkb|g52A* z@0EiVRsd>JR%A^i$go-;c3@;=WU8i9Z;UL~6O!O*V66Yc<^Vi#ASxB*XVGmA=u7IH zULb_!rP*yDTe~INu^Mk!_+MF2_}#1n;m6~?COn#dEZ4MYaNUmcTYXzw zpJ%f`$L=ka;A!MX2%iN>v_yrbEeCOvaEKHBclQ5s`n0`oPL1BFBq1Kv{+#k zZVd?Hu@oL_fnW7t2199H8{BSu=d?3AA~n zy;KpZQ=9&g0@E!tHDP9rpelcSkru@!Wx!Kg4=obYlc^xQo`rN{?AoSQ)Ap?`!Y;J8 z(F4o+M4xp|oAihH?ZSCAJfqubKZMoU&8byjF)=fj78g5^?>U6ZRn1T3_HL|AvA%1u z_xqbhx*il3ygh@#~gugnt^%BT>7n+}4{ zm7L$a0=`~^01?QZGtI=rbOdbaD-ym_Jn45kjMvAsV9{;tg{zttls z4}gjt4b!&qs8eRH7sf$6tjDg1uZ_Ihq1zn*09v`XV8nk;eN>@X;Q=9 z`bVSXp}WlIHj>46p25C;JL#YL_`P(25?Zx!KbfyU!SC^(*l-EVCxC_lDe0it{{mNR zMk(wD)IiD6=c3tdIrS9qTjDD31&_EQ$X=6mD-}&wbC#$grA8wXGvYQPi94|M&`8}i z@qFztTZ2Mj5>c6=^> zTJBr$bPv%Buma$}p`DZa$FN#*%&wyRgldLKcY7Ea8G)9iv9V}!bukP`9dIS@G^XSQ zfb{Eih@6WH_0w-Q-j9`S#Jc{K;eWR;^g_5WY*^jK)3cua_t)O72!>L_NGiEW?idYq z^|{r7-yv0e>P2d9Tx#@qc0SpPb}llILEdz>puIupv6>}hL9>t?J6P|MiPR|XRxXcEZD$)Tg8 zJ2vpiV{3uFJ&gFin7f~DRjW`HfCnKpon*I$enp|yo00q|G`v{BOPA4Y)-7N1(O&C- zB7J>TI)c<;w;OenN=Xa1kl={f55);#E9XhIxUYg6Pg+P`jGDJ5A&35V=zmg!+_ugu z;1LiI&?ABP{#}R>yo`syV3ozr4#CalpFgx&0eSuF7Z-x!{NQSVvToi60pgWFf-NU6 z52{i1BACgdV!e-_WsSOmd?s)2F&Q&}aiE2QEEH>NjNaxwjEIQH-F^v-3@~jy9i2@? z8)=pm=rC58$!j=DznzrbhG-+faQR*`+?7LnH1hG$6tTdzy-QKj+V8I4RG`YTlN>8^ z<};BDe^|xFg1nlw;+TTFMRkj65s}EY%wDrM!SRhIy$#FxWB+_*4;ptX7kOO1w}S>N zfW*_G@H^JJY+1nv*p$}q{4OfJJG2lQB;cD>zFU)Ej`s3)FgzWa??wgkS+Wd-m5r^s zQhWE(P@iPS*?5j<6uoHnAYCwSRC7#|Y=#gxfaE4=tmLCK(uR9NRD5of=~K+v_4M@A zgfI_?ILlJrr*IKoRJ9LF?c~sIn4(I=@P%!9I61|4KLe)@SfGEl)CA(G?DA zqWE9Bp4*8{Fa3aDLIHG0He-cKtycLArY?`>&BxBq&)0;ZyZVzYUIjHXYnY4gLM=v^ z&qj7YdI8p=E7UW(WFKytEYHr24X8oVBPbrB%D~1$x~^Sfv83^=Oiu-&$7HP;@BRk7 zHGXb_`>{$y_Dma{ZMR$I^7UpV+n=fdW60w7oY3a`_)!gz?iIGSA`vdr_e!g#KhtxE=)VBgS59>yj8bD}jV6j=vjHkLo3zr6cSfBbA6v}sXX2pS zcjwX>^APN5^Z`%TI){XU$TV6!2?=^nq3Pfx<#BOrsFe|r3w#Tk)Z*iSD1NbqiT)eN zf|2aE5Kk!84z$0Oh^0}cwl9H2SNqHs$saYH^-a>FAKMBy2$&GS*uMO7?U;SN2 z78UMrOT~|-_%A(W(aPQUirs8k@b&jaF$JE!Y{s9cYE;M^OB%lWM!&P=2{>v`lg5=VxM4hiJ8m?ZM zG11nc&XH8oS3fc=u6?&3J0hT&OZtsr)ih&rq>+uy<<8uXEdj})aU%FuT5l&<=4?(S zh3RZogSzU~f%&{mS>xGRZ%fg~?{5#klfq?>Thf)wPPXu4xz(|>V_>R-dm4S;-=i48KRPk6RR^`}*VkHTxJ+I~r|0zAH*N&5DRg>?MQ3KJXlXHsWJaZOdOF z|3fZl#^bxe_e6oDn6`&wwdiR`x`2&Jl{m|uolZ3%2{+_Kudd~INLp3c7^uNnj2pLN z#s0AS5P~68xkF~W;|XMK3QXNU>u({7g?28TugW^N3n(B1i39cZRjdoaFFib71=j&- z3r(Ff`H9blIv~CI$6#)Vh`42;YM(c2P~qdGg1_5p3;Zbm-yzU^GqpEAd$v<>|uDpfW_#Kect z6Re75>5AD=NVlkwV?~W!(^Fo;sZX>uRI_N819BBg{&3;FdcO&Bx1V1ofq3ng#U9I* zJ`tAz#Qjf7vx9GA|!YAV(1rMhUAKx4fKZDzE23 zYN*MX-9}vtSB68*QBRu_8;C*Be+_ZW6}d8nf0+~Wdf?!Qe9mysD}b9|9~l)@2C7{+ zoeD3I)JfPchnM(c4R@h?M2|01<1ULp<+M{JQwEQ9 zM^&QChWM>ck(iK_0e9g0;?=ikgn;l8H%pH}F-!rD4 zdJI)W1IuVX2s&Up;K^U;=oo0R!3a6oj?c3ysZlLs!Y*lyym)A~PGkATnp}KrEL~_R z{V6nzc1|q!XBIEU4P-rVHwZ2&+&0xX_D7^~VO@32lngw?y-mCB0$YT6L(cYHU%XWA zJUQ^ikP@FHzWEOZdPsuq$D|ZZBl;P%5iV6V4Oe(qtV^?rEc!~KJju*bI2a!`!wjgb zIfygHMIczcXKQPO#%xmN->b(-US19%SIgHU@Iy%1>ZGRWNN7+T;%)JTrQ*foNMg7V zAJGigZ@DQTkh{C4jk+=0w^MwSIjZy=X;P%U$uqA9Y%oMG5~VBR(2-w$6?M#jNApZf zFrt0UJ9xrIKuor zB2H^533tLqN+nNr81wR9ypVgw%X!5amE7>K*V#}fN*roE$k@@Y^&D_q8y8M+y;2Bc9NR!69FOStW@s+80K4x+ zlyB3|vjx@E?pAu@ySSfBBretKnH|m`c7p5YC-DF!d2V?-y4~af=gK5sW3V zdOxx6Rb>}5z(>X1kn2xi!tZf(b^zqiw>jF_*qE=f*xlI~$rKoDKkFgHctuD`N=iXd zrYhOs_E#Bw)7&QLGM>*)R4SgsS5P6Mc19v&J`o%4r*h%YXyzU;35&I1YmaO9+@?rTvv! z_ke>(F0WrOoYaM8n3=)YSQY)A2-}iJOs#qn7`6o^UnNKfn-`JwCj0p}{VBADae%Jh zcA|z8&5L`Z{Y&2bu#L}*)S=0cHeeX>zmW95IP0Ydg}{mqk+e`aMY@E{N0Ag6QlhO| z2=9D;yiFb6`PY2)f71d?{uBIlME z0-d(j80g*|L^M<#16OWZx*~rFL&zhZSs4DzN3NB$G%Z54DISSpq4 zvPp&WuDl={2E=2q*qG$fZ(rK<&zo)HIUGaS*nb}FtaO59g@LTob8~a8_wLWfCKUIC z7K>Ya|BBMsE|IwOF7}9=xbc1`GY`)_+0<%CoBrt=)m7zs3Hh<)YiqUH7*7=8(ZE@2EBy8U>yn@{ER{ysfYdVp!u z#-}6!?<;U9c#+-z+GWytkT!=bjbV<@GC`Csk@T&i;qevt1IDC9FJ?ITy+D07DtK=T zRR#tXnbbT$hW9BqhP9er)-2m;6sZZ07w9tgo{a=MTg1Dqe%_W*;*3U5u;B`QtzF_) zflFe-{080yM~7lwg%S6=`lP^=V=~+4nHQH1318yH#e^Znsv(jR@8^#}n;=@k#ML#? ztOPw?)k(Ax)D4*E=*_zVC!V{&jkl-Ze^;2FIl+zmUl48wvg_ry5MoG>n1*Lnf!&)m zJcu5*4QJYW`Sc%YY2J&AE9zyl|FqR_{uwDL3nu=1g>T4U%B)uQC-lORu*fXEjl!t;qx3xAk5pB}QSO(JW_U5o?Zyh7nz)6QbY( zyx?|!$SJ!(X-)=;0d(|02%aFyWAlkG3uMW4R&R*E;jlYw34w>><6NL;K#4x5=SR!0 z;Vqhszf;<|{^~#ip!a|NSk~*V0He~y#lOxckvp6DCekgU8?PE-Pjd1|TOLUf31b?1 z1an@cTRfPdF`6X$iRz1(CVpQ>N%i`m1y;&M7-YJ)k#s)GfZW-sqe|o40Ijd*8Mfiz z=Wnu^Wq#)iQM7o@dcMu#N*kt)0PS9NK`9K#4JFD)A2C~#tBAwqQ&`gF)#P=e z;)}KRNCDs9EBJvr_@7yGC<$@3)ub1=m)v9({w;QWZD3c{U56@%Bh{$V3`~1L77haAievt@LGQ?2}F86f(KOet3$JJ^Np~`(IZkHxCgyZ}r8^&uiHnZEev& zz*Gywk~3`y@`V$j9i!WLJnxIT$hx(5JeI_61=Ec`9EmMC=0zc040U6>V%TtwA9K30 zLN0uDg7o&h7iv#~P%t9;1~d&VVa_~cGpsL^Rf9g!>*UKMD6~PZA3PD!-+xn2U;*0s z&m8VIK;+h-t>C~jAJ0pHQx@~`|TIz|MRW_FT97b@mB>& z@h)Ib<&cXd2~w);rgjvxb)WP0r>sNHquQ?$rqOI3r#&RIU!+<_j|E5_Sps%`kBY%2gc{*Z$^X$`~2#|N}vagcd;N!F1RSXPdf z>Q$(3>Kz0%OolL@)-aD(Tm7G(9x08o8{YlQ7h=pHeQd&G#Z3D!Ai<(Wz%zN|rt`>DpTnHd-Tlet2spYr zO7wyA1vJ)~a9{n))g$`P|Ln8T5}R#-@SzxFuLuyhtA^cM{*rN`2wvBZ3V?n&ASb`W zrp^YS%XV3UzNt!DWv+P4(}7BPeme~M>Oh@KjJ8jGHSqkRb}!E=>-aaN)Wk8GL!p!b zDn(tP)F2`vk_{|#(8!S#cx5-B;Rf{hxxwAj0P4-Fh$NVG-R8}DegH>p)xvw_n5)$4 zB4gAu1`_z7>dJY?P(5%f10!Mvk8|F4bncjc?olA2&cz)_i@oQDxg(p13iMzP1=e z6aNgHSB&ngBJ}Ss6?qr0or``ZosfnVL#7O##_}&tQ@W{W*j3I&+m-A-o^WdJ5cabQ z-yx3-R{}9^^pia`=f>rkbXu#_N}VcQX5cKIJ#gK@5}XtXl&ixowlQ*l-{MM=eDaoO@lM^=%MeajGwwV7Yp*U1W<(1 zt}auzJ%rIQMJq=~xr|IkZqG6l7OM&sgV7vbFjxXPO?lhEP-&w??D|>Z*ZtXM??3nL zzw^W23mq#V!U&6#4F?7x@vb*xK9ruMy+DWnF$G`@xU8k(VX%*ag22Xe${9j}p%1$? z>HWlYY!oY-{LGiY2-nSS(U7adv^yJ#zO*b^iWkvsp^#p0d+)$vMNCvZy~PNYJ;B!79_yo`(j;cw=oy0JxykpOWWGxW6neGsLxlVvBQ=P{3# z?HcF0Q?DT7zf#uk#6FnUN&GP+e$Qb&a&&j}Of^o$UZ9eBamqJ5tGSZsza$Z(N zdSFGM)$2$Nv-HbG#B!u1LG`Oa;#PrY8Lq6`wzODYC+{I+HL*NpXBpmEDFP0UtON=d zNy1+B(?YD&*Gq(*2bRDxYWwvsPei&{4E1g5@H-VD3sG`nMs!Sf(~d*2TLRTgjYY%e zNQl7TDY>dWnrr#I#sBuH;w(HR zWiN3%QM3X}l8v}i^5U13GJR4QvVGlNo}5*X+~T{2Hs^5~_X2_{eYGAlxMeF9qvtMQ+arZUz6M=>`8I7>QL?&Q^P1 zU?P}8yaf}$S{-(9*kJ*A{+Uma^ndtA5Fp!5jt5s60BylIDNI{#IfJ+rvavdayQ}Nf z?d|SwvZ}&UZONS>*iBD+{kacR$ac$>W`hq8O>!C|X(VK9u5Z?Eof$4A=!@{jAL_Ml z_D7CsBX<_C?&=z}MRxJ6u|6lYw@-{2j-m~uB)v{xpk960;Q~ysaamhmUj)I1E@pEo zkI`Y?75|eXX^wxZdy$S#V-l(TPg{sVYc?c|u-g%;N=!tK7*H{;1Z>@UFezm^Nf@lV zG?o&g#arf3`j-Lu*vBdg$cPO8CZ)Db(HTSLM{^_Hjkv$;3SUz2CcwYRCb@KP&LMEs z`^pj${)b~(F?XC6_tlq(zB~fsoxPrX2mv~}dT~k6FG4C7wsZ1**4Mam~B*pH|sC=&n zMIZG*r8YQ-Dr^O&lR0(2=GQw9iUmy@v$cp5(!y${rRlegt#cEneTLjDP(9gc2J|JD z7dp6H{Kj%Z--a%BIZ=p4AVF5h3*Uvp++19$H5PBUyJ#bRtEn*c+Q7`S5+l$PhgF)A zr^J~xLV9X#|8WOkVg|D+iG$suY!SKK5z!(XhyrEGLoNKw2mh(ABGi(!rVO?$H^yZA zu*R824Yqce)8}4Q!i|oWgVbT|nOAA)=rATp&ZujY&O6sr7iP*Z%Qx=V+IF7HeC#qt zi!1)}zD70bdqVuT0Vu7MZSMBx{AFu`h?jdD6|J9$AZG7>{l|xrHD@a#ghSsxII+9j`p%~*jRF)Ed| z8!WY^uEw&u919W_Ei2BnvWCr>=Zfl!u5pX}{CsRjOUnZ75@HiDt~3*Fb1U}mO{!sI zr-3xq#DcjaR4UyX*Tdg~wIn83JT&cngxND~TQ49zKe0Qh+w39pRR>Fz)lnZOb?4|` z!hEWfQO*2~jY^{5ycm4mMXV3Ho~s#8(6U66hCLK*CAbYMF1O`(unSb48+p-G&g6x| zk^<0(UG%D~QtA6`gxZ)Ih#)jCY?gTv>^=wbMAVr*xFwvi#ig4m{QA&MG!dx7D904{ z*1rupBtJ$rhV7pHHdT_*sZYa}{D@A-sDB}$Snl>Z>mm60SD~@~<^C+G_uU?-JTsjk ztb}m?$!P`0uQE&(U2JZkG6A8$|AN5(F-MHWW8+WNLj-6juAI2vU09jJLkvs%V2X=> zmxk(h%^z}hwij!4>ungYkCu2_>_@ltKmV5|Z0ad1JQGh~9OH!Uq%RTwJd*3+Lmrp! zXGW8)>`o$;Y9R7KJ+*yu8Jho4P)#PfzZ)Tp@#*aoW38q-#k}4x9Gt@c@XhqLoYvNDqv5RE9dgqh>+9(W-HviEjcZk+Lrt(;V1r_XAaXb`&bNk^}qu&5|HsEV|RF)JfOjdf~~Jn*I>^Wh`+m9NWQ(?w-X3yV#& z@oNzQ6okwJ0&Qb%yW%;Yhl3p%gsBI>Rg z5Z_?v8S^h=^zrtkZ2hRfUN8r-L+<8$+t*>l5g1}s#8&gLL@btqyhbb;1IN;@n9{6F zide|3=0+#6w)HBsl%H{v@xjnWD4`>n`eHBwIu@OS3VPbiVI#ob9RUTGb-$;R{|F`h z=0Kp`3+WF*;CJ$xeSaV3=dCjAF@Ico>}_b#OE!C;gSEGS z!cwYYKOrn!wWpnr#Y3Kxf3d+kIhSYP`rrg0Sc_?B5&-TANY3|og?SQa{&IqV8big= z-I?g~4ENrr=ny)P2_GRLA;%y4)waeX`wIuF-Sml33IymAh47qX^O^qzE690gyt>`X zVXG_{_7U_hCaR|uHN@s)BGmA!5q_VyuWM0OVi?aSs&6QFsrQkTZt4=Me-ILlrL@08 z5PcOYcU$fheOgYxsljoyt+kR|t(qfzd>r@zexwc-*2ot-UdQg?+EwR#Wx8&|*2R#M zaX;lvC@qn4g(8DY?(#%&a8gP?y9`(e1F?9fKzwX;RVj~hcJ=NQ05njD8?oTqrRdjo zYz`B2orh0&`CbDX-gs&Rs2sU?z01Z-qmG^1AJ_)49dak@0Cu?4Kf628@5TUXXJ_O| z0%OqXc9b{b^{qS8MqvZ-n;t>dR#rgcx9#=nkMG7i96=z=I)l~M9L2$NXak(oGy%#K zNhcrDC?VZ_0eylkm$D2TwFlO_$jVPRnqip;g^~l?d5;asmk5>5Urm)h_0j$^%(jj8 zmQLK8lt>W}{U8HU6?MDpul4LLSNnE_r+xhThrjFeIR^=pSjI#wJvIky zoc>0siUwRiSVFn2#(%t#fXIEH2fO|6^n+f+gIqt_(iib4>vnRO139E=wq!4MI;l9Y z3I{!=iTnEA{r}x+HurK^cD*?@oJ2pmLTzj^Ar9jj3{CkUDFJ6Uq=#xg`}w?Oh^9v3 zS3_L}CwS%M`KOZ!0s(V6N*c|Gt@4?a3^ohy=YpCR9&=a?yOvOMGBvFCiHLEH6+xj^ zZW?5?4iebe8PGu(b=s!_Q*40f~jJVUZ(OWG# z&V}vjxOMM2|EN8R1-XImeEV@TdC3ER4u z%PgKSaEJ7I*6BkQFl*@il!+=&IO8s3zD~W1uMu9LSyuGcTiq1_RdNY7qbl^ryq1lN z9=v&_cdb@(a$?ZlNavd74rGcu(~OYR;;Q zik00z4m#gLmWP{VZND`NVvJcW63~6Ro+?fdykTYrr6g}H-l zEitgVFM4q1mU5Sy3_AU+DrbFn$eOnqG`0nz=nxg%O?1wguY=J{V+yI>M{=Qh|6p5z z1ud?wN^U8D8wad03nN5)_?VoVM9v}W*|gfOLrUVG70T6}Krc+}g(1lQdf{)BrN6!X^6g3A zQ$utSdV9rj2xEN(mR(<-Nw7_#6G?_i%LFyqG9RoWd{L*s<`=UIWP zFW{Tv*$1##-~@|Y-zU}3o9SE|;IF0DCwb*+o7#R_$EE&`KE{mM`sDEes87##UkQMo zuL2Ul692uGcdId=^s|fww};z@(niFDJX8Dg(HZ~t)vmz1?Iu8}LNA+ML1W=7sW6FoazzCb#-B~Myi728;By5<&^)I9{Z{_zn*aj? z3oZ(K*9p9ElY^irH)7PC`2Br9f0y0IS?>*lr(+un)~VEGA2`KQY&RHfY}qLb;U-v< zQjNTY`hM(yn>EDsi^p`0770rbx->BiL`q#LV+bi+u8-?<_858`<`07umS>u181ogL z>acqr<@efJ%Z><( zR+E--iioTrr~N$V5#jeB21V`f{~e$Xb)_$t6O75Y795nYlAtu-kjiCbbmx7%^UY-8 zSbfNi@nILL96`%VPCvO`?~xC7(q* zqpQPJZ6oCL&8U)^@CNtuz208Q|L&AKP-FRZZnSAg!!bb$?daHlk)mY0m&f=)pcOQb zv+wTl%qWqP^IK?wVNv|{FCOn5urHL3ElQ_$K0okrpI6(Es*DZV0{olNzbINpGIJyj zx3;Rd@2e`E38nX7a^T&C^fE%NL)vI2ROv#$6ax?%=ukgti9o?P;ZXV!}R2*Js3c}JS zkd_{=)Oqa1SEubaW!EA?pUAz@KxLNWd3l+uB{k+K@XVN_m{s_{IM6}zf3E>o7l3fd zXrEzSWjxmTt<@F3;;7DV^a$x^V32<~#*@ry#E0}lcJig|wAqEU68D4)+bQ3D5`7LV z9qD0{>%@|&^|=xpxm^?OJCC`0DJ4(Q&DM*-VhQ=8^0Lgn3b>;H79Hr0gtvI~_l+SX z{>0%Xq&uNin6~BRQlC*-%E`C1w%!;Byq2r&K5a8d$iqYctXLWOUZ%Dvfir0LU%Fo- zr|PC&d2vzT=Rnn3N7sw3xyuZa)nZskxngn4j$%j~y9ceA4dqtjFg-7r4%ZTiSFD8> zAkgv0O_5zdJdv~1*K309pI-}>BH`c0!QMvK5PmBT$#4nRK_d;qoulYMpFw~^*vy%= z1ZoIECtd0ceM(WHa*E~MNm_`ZP8V@95+^W89)6B^p+mnrh)+lrf@x;;ilSsXiOg*6 z?0~||$cWP0Zh#X4j1oZjwJ+K-oQ^i~C=Y1>kU(?FeCKXs?hNJxChP}g<%{zRn_Yi( zaY)bd`hAS?OOV)XIl`)0MdhI5N{DRGFj5CJ5dt#VyR8;(R;6}>|8;#0Jf6pH+*ajf z?9n?Q5H06gM{fO;^*1~Pu*8JucD0Ty_J`@TcEV)l{B()UsPY{7yOuRGd?y3DuRlYu zk`^B|jZ{!Wg?ORnJIV7pj>w>fPG_9{cU0$BDSX&bxp~-;v}n8N#7ekHTA?yc|0$22 zo{Zgb+~#hc?wYb#@p(Gjddh6-4B((7HQlFxh+)UDoCzcIN#mwE(eeZkn>`EbvxVgt!NaKgI83THy{G3tZYKWYv{hP z7*34va;ApB{9j6GRdMKwnbhB?@jFKmF|4Ig82f|`vRxC>9Tr_m7#cyukgN{s!6w7| z7^JE}=bORdQy5&!X(QW7D!3)JjHyl%ncO6{Yz2AJ^;O#@fqBDDBQNxZrre(oJ-jm8 zGD$Ks);vv)V>vaDG@Z6Kl~xma!GOn~F%En|!Xs^-&VR6YM87o4lt{}%k&YR+oJVqw zCrD8AwmsTC?K_|A9X2>30vsQYXAT-b*C&X4%gOYtj)5;LI70}KPTmbnM?EAZq+dIf zh-o@J!xN6-@AiM3hi3e8B|?^bPKNnX?@v>F(g+va=j4~p440F*Jdyk3f>e#+bS_(d znQIq7;Pa6lEE8cLM`fTan9k;&@F<=5tj;cjlS#?|j6qiD0z!mTx;Y;y)9w|(q!T%Rw z-#odswKWwleXKD39uX@3I=c5{&Oex1k=Zae93@QiB?@Yf4`YF1F)Hg&mSTa=bleoDZXU_iYyNY3!R$gEYe>&ih?JG}ITNmlptST4@^`8<)YNAWboCpT z?GTu*tvE00O&Uz`=VI|&Gaw}#A-wB8pDbj^6L`+1c;L`oR!MGAvu@U#Tl&w@({}NP zB_Clwx@Gr#eky8UQjw!?y3d)V?x zFj!)N{M-3jSnQTd>AD{kMEyPn0sVZiWfeT_|J*wt^rny8<+<(^^fra)*!8f>)0iM~ zF#{yK6z(BW{zWU3=jVsR!*b$}Q~$X)=JcJ=<#v*{iT3J${w(n`_Ql%`jwBCyM?3J^ zuZvqk|MiI;KD1k-jfmsnE_xeoJ6w^*nZSZ=HRz9hM_uljgflPdCKUq@7(IkjOfbwm zB=I(85kwyKl;`&q_lM$X-VZ7tOO$t5=BX|e!HnLcu?EmUB>Bt6`{wV$pT4_h^|D{T z8+dwO_|^?;fiMMSDQwxGh9jc(J#gUfxb5dZB@JPIKUQOU|Md3o29&fKmrwq~oOATy zLV$i-HQ*P#pEZ8@gf743icGWtG(57RD==UGO*=L}E-zB~W@iZ=F@&%{B0n;+ohaw! zb|bAm&3YzOf6&R+AzqWLb9F4wkAC(=A~VOODgt@>hoK&N@g<>UE{b4mHJQLy zy5T)Eix^I8>RoW^rI-d;+IS^bu&6AeMTpHpoeAUD9b?-o0M^eDbc^7p=t1Zc2R#p2y>%bWn}JxXJ$Gq4NqJ-D zY2+@CMtOr9>ZQJsh|sx(X}G;lbEtA(NeC{HGZqLkro`-Q8GyDJ4up1p#hMk>&rp6n zCQT#SE>`uFmfXH)DDk6vE@%y&Kq){~60ifqBM+6pJMq(l0wp%2i~FswI%H%(Y05EP zT@SNwC*6VDv+SJ?9u~Yd&Dmq`lWA#+i$Ontr{zDD#`?>tSL?XaFVNhQ*xJO8u%q51 zE@%;D^vMNGHO28zTI}`hw(MnsbloYU0tU>q;t>O$*XjPI_UYSYRq1${QP)Ay7tJTX zX2-l)1qZECJ(M7Xb#K#x59rv1#n&_HQh)h=whRi+$#-8Rw8HuJKBjlDJNY20Pb~#d zd4l z>3C~bHOvj$3t$wfpbpD9IE2qE4idry6@JF@3dAw(As`1H_qUBNXH1%Psc~r#fKNQq=am47hE+ODpJ8(za z*A`?@d+iGW{pSvf%kJ)d=j0k_!0?k|1J9j}_*fHpW>3FqKkV?*PDTE}VQ&OXv>N&y zcEuY34?*0Dgk}DdSj_E6tgOoD(bcQ^osy&4uWwI~?VWNGI$7#&y|kmYIE^kU@Wnks zamxC0Aj&^GD7Im7KSh>0YrJ~D2&8Mu)Jv2B^|z(N!wP^_bb6YbZ?nH$va^%I+Kbxen_N2t6 zJHnx>N359#W^My+iFDN@?N6B%&mLX~mdM3^C{SxT^PO)8(k=dV1VDPD$A8bjG7Q2L z_1)eG?tF35!sX!&NV~lLO0|PAeL{Gx)}gU0KGnd2t>AQym!!CI#TaM#7wnm^;t>-P zVFl(l*4n7f@8l;VB|!`;MUfehV%B7Zpy5M1##mNOc<&Pb? zHwii##x+zl8~~p#8*{_XJNH-G%u3Syinj0Z{h>HOJwz1X%>34_@|2B`0m)h0eIwSz zgsfNOs`JTg{=-T--#s<7>eJjRcG+YQ3OcS}8l8wKJ=g>j3_=Y}QO6CqOvwjizR!QfU;Zjv zLLVM{R&}5?pmz9-WU%fxaB$&km76TJwZptmBVMhQ!NHp`^e@|~D z;=`Se%GB%rA&63q@onJ`3eD2^QHXITcoNsRq)L_RbrWL~!JDE|pN^)M84I*g z@v&j{A{S_*zHJ3PC-8S3(#;#X;n_QKtV~a9WIXJ_*xsMg>@^tI2_wxv^s3R^eFt(^ zSo5Z=3MG|jiA{&`6!=(4Nn0bZf^cW`)FN5tp(7b6Xw+yob3B1Mv_V|3WITeo;Fk6L z>3ahO%zNj!bR{@{km>?ag;+{!mQ7}uiL}RIXF+|1gmI)bB>GKHQT;t!?}7X}WjQb1 z2nRI;@13-CO1sfRNIFbU?elOgs0Xv-kj^P^Y$RU9&6S(CXJ$q-tL)ilYm)*-_&!)J zPr$oi-BpKAc6hOezxK_NrNepbFQx{+0uhGSx%YT}Ri=<1m|IH{*GxlZu zYw)m;PMoyujJ_^@ZRkG1?IA4XQ5y+$m5BTj(&e*sA_miI7qV>e6s*Y%_O|tnj-=l@ z8~y;U3k3Cx?LX}o!RB`B1*=&a;gNzT_s(7)2~J~R+P7clEu{O&7meg>u zs@O>x-{c*+5VQ4_W~yH^Kiym^Xtu+nk~Y8cfY%> zSrL}%ZzkA`epPLdJaKh4oPaprVQUBw|c|U+$X0Jb6R%`j4_aX*eG6Y@j z0aZ0jgHHV&mG12p61DJ}5*uQ`YQX;dyWc4RPQcsb%uJR1$b;c57O3h^q-q;2T9nd@h@MiD+PB#^dY7tNhKV@aP6c0mmKwMI|(q%~%1iwfNaZLJyu%0vB|O1}fg z9b?GSN7LPYA}ffiqm_HY!JmGX`vd!olvXM-IbaPieC2g)xR0XG=n3ulc2)>jV zrHfpkQ}fFL(Tr?belH~GA3{*N(<)JWg!ff!JF^Pv%+xcfR* z02REPJf-AqAlZfme$XCs$`=3BJ!zM$$srKVmvHO|_v`~V^P!P_IcPTZy9fI) zYRT^lV9UtFZ2-NGj3s;CR&oq7r9fBv&v!cvRMF-MIJtofB?|<*lhfQ3kTZ~~7|2J* zmd5BXg$WT6Sq_aDg5=WDPcl~IRWz`?5ki?a;o%_NZP?i+uKlvKw6dQi?jOc~vPyr! zxG!L^QhwVo`iJ$!I=H8qFaz7rG=p2z;vz>LlF1{1tv@7al-$lJE&w51BkG`KA!{k= z0V>lnxGwEcQHik`y>p@wZEhQXj%s{k%8JxHXWoo{~PCh5GO28&ZOlcoyeZFY1P(MR=^mYf#xd#vOF6#UF^STPp? z6|q#k&E_@%HsO5GSH(n4M}Pm19pJ_WUZU)l z0s)?Nz=M>L)i`&$)`|`==MeyQ4qH)ydD9fnRp9^f%gh1hnNmzNsdlly>R3w9Ox~F= zQtTx}NmGu)cmK9e7vd0u4`u;l7dA2x|2|q#2?>)+#gX-=Pu|j>((;}{o3w5Gm3u}I z5!7Pcq(&{&5_D!J=UY@zvjdZ1>g&h}RnP~U*qb}sdqbqC_LwN$lQq6I&9fS@Abc|< z+b>w6lsEeKFL40jQK%3dj87g9%N5`U!F$Hz+WHvyyXyKg`v_-(48sQ;4X=D}Quz>?FvC!~0TT?|{^$@`5Qp_(#!MN)U~-)NMro{*H3H-!!c@j= zTSurF7NBz7w@?fqJi*{Y(C06sCa**RLl%f)8c#ZrSy3zHYHQpZ?HJVipk2rwM3Ar z`SH*+?{hJz6zfp|qe*U>9 zkdS-kv!us2j+T=E2O_R^KRlM|L6g@1gD@Z$$;A9xk#BOWp?A{sg#hVBq6Qrw5k&8zn~px4s&vM^4R_EOlEO*Ngv!~?2HcQpVe35Wf;_lQDGpo8ZYP`;*ChkxRCjduAbH~%A9k%@Ubb78pIP- z;mq>I7qLd-b4j8=E)roIX- zXw>UQchGCVnV<2*_5P7-KXAb%>|kOx)9oned(8-1@&66JWILd&aG2x*Au$}~I{D&( zHZVJ|vBa;MjbXy};)nn&!*|y02-VnoKfD@Z364= zdwfq*p7{F4TT=ae-+~9773qzl1`W|E&{%9RJ+HmwV(gXQ{k&vTuO3*eU2A}imj&pC z7;IaH@=6^<0q%%C^2?(&TMejUbPpzdBh2~tkP=J}!B4rL!Kl`KDja-tcC18ooCa)Y zEdYd5hzWN{SKT_HkQ~-4p8X4C;Mn>PsuxYWt0aKPWu5q`p{8R?*$Z3O`}ZB}q;cTu zNYwpecYAyH?!iak^ICJ!ykbjz1sr~Y0it?LZ`qbtzdB7ayDXYhhcQEd&phSuyac@9 z+wTbHx4Rg*+?ay;MS8;~NkkJmIjuP|8F1lEn4^HY$%=xd;;e-KZNDvbeJ<*sQ(@7$ zkx8vYm}v%=!w;d&d48^~Vt?4=qZAv?GgYMa*h|kljDY+rR3fvedrAf7L#m(Q;r&tW zHfU3nlil7YBi;9^>q1T>P&;E_x(DEUW6oxLUB9d0Pg10(@=fJ2h0O`hNU?OR?i*WK z4%$!&y&vcAUXr=6dcCCpZFIkl5%4DwflLN42)w0d79d zw{zAJtkyTsmJ~;wexJt3O30Fm+Ak&IvWQ_n?zHY{YgyLO(&0h2NTK%aTF7~Pm{R^Z zi-P;*sK2S)$$2-dmLR8?-V7EbF*mlk*t2Rm6e4^WLdV-C7haGw(M$hDMuJf{7Okk! zq#pw#LrvLi9wj|BYsf&ESOzu``>%iwSnG2uVQ8Pv8zB-FHBsocCSXss?Xe-wyEAaO06$|`! zdG+R<1WchA#eADreVv&A{@}x#rRc4RnwpyP(b72>ENa{@b&@~K1rNAE;8F=2Q&z4B z#%grDCD^H@_-Z@Y*@N@esn4bm>>+UPc=T~GKl*2sz>8(>vbU0IZ8B)R%>toxGG}^@PwoK* zH#sDcj>8_CQ0B2P=wb=g6bfWde#Ry#JQCJmH>yLXS2x+!Lky7=79 z0!zH{_VT>yj5T^5La_48P4T>;%)jP-xEuFh96_YR-RT)6XN^QfPd^(3W+b!jr2iQZt8cv#O) z)^{az`?72dcwJPuK_hkAQ18DtPwZj;U$rxX_^{rd7uo|QNJ$GRuh1qr-Cn8TWdrY= ze>|asK<7>TYYK4U_YvB_oqiodp6_i(#y@!e^~>_0+r7$>5g>3dad2R5WPoaNvRDvFk$UtgJU)x|w!3o^Fe7Ukf3mjS zwvz0Ar+JAG%P9|YAq$(x;y0A>LwCpyVG~o-2?4;e{$aralE_vL1`Vs;0)48wB8D5Z zsk@r+vx}_Y<=@$~9W|2-5b(yvYv;VN8yOu#JO4DqG_S6}YE9S}@Lt#0u6Ba&V zyRkWmrld|ZIJ8kKHB#`qH7ru5cY^1M+i;@a&Z)qP7)~wccB4rh_@CIGF$Vm;KFrEB z*P$S*cw17MBb6S6th%2X+-#CD{FBNwfi*!VX1=JFfirPqK%;b>6Zb;FrzYmv8v_Ay zO`yWw$tK{Yqp%I|Vau&zqQ2`==F$z!MCOZK5t;~GVoe)LI3$E((3_$kQhigjM zMOAO_fqlRQoqT8nV-AvU7MRN-&$IvWqFjH_zL{@TOA-ThQ$8S%`p6T-=4db% zV0jl(qEPd{0x>WrTrkJqYNN$&m+|dw9Tu zP{IkpSz~}+Q2sAZ3>x(xm2v5Ic=a#^lB9`Fz(6ejRV4MZ9rlm7Hc74|1#Bsv0o8G3 z6*S{kyX$S-Z6U^2V>Jd!5cEB+0JVi1?y4~3Jsl)Bp#;8d^%fuN)+ z#;H3JKJG3klkks4m`J}h+O8)e>Mr`y&I0~Vlr-2VP!CL0)JkSylu4|FOk6Mi2^`$s z2ngu#`Q3R=7`Fok5Maa@Ai*)h3(@O2^QS?Q*$H?xvh_k8AA5kqoeqN+G7rM^_!q1; zKdn34hc_R1!|XLNG0~{Uis%Oc1c?p03`H7s&_6$y0T4!#5tl=X1EF{jcasp3QnFJ< zT7k}*!uKtcFy%cxjEvo1OJTvsQFmrh{mMm$l=cuy_ji?5HjvkN6n~B8%Mo^nO1{!vpY&G8uPVPg;WWXpwMkFnU z36_CoWvJ%Hc(x02C>pdKSM5XouYtgm_3rK~20PaLC_r6*Ci+Oi7#rljt|J{Soql&r zwLjbuBPf%vQ-=C_p!h--PW8Q}&FVen9dFfl0gebH1{G3cLqi9?Y+%+L&^1$c0_?G~ zwstntj!ju7p3KV2d^QbNi%VbaZU53LFVE5QDNlb@J*}8Os@4Pgp$%j2>$U7=k4}6$ zMTNU>Ro6v)_RDhPEQxO!<;GC%8fP~kNuG)M;p1I!qKAC)r`iv}+v4*GphV@CRu}D# z@jLIYOrGgpwjgMaOSu>XD*(pW6t>P!dJFy8(_3vF7w+Z@os`xoBL6%>DCZ9%^vNOE ze+$3_h;MP(%#C^uE-rOPsw9A%IG$h4I#Uq6$H_~inw-^n%YOSS+ytKeO~lN)U~{fF zlb2yX7=8$qa`G|Cq*|0esK%&P-wr%T7#qukkNO7}XUjER(j3&QfnvUWZAyEDA-xyI zH&^zRkFu`%eY*vAD52~h>>Q!a=SSgMex&p>LbR;%nT^RH$F@HCa{*D*88=TiMuX15 z@vt3dg&E`3EIjhFbG0V zl8x=D*0GAurYkC#*W;2>sA>K1%T*eo@^%)X#{E;oaE^!@DcFbw@90K|Im+kpDYFnzOr(cFrXy(@bZiYAwl_fBhqt&%C4>gz@m(ZPW zx@3$iH@N|$M;Dwdq=|<+NHSAR6BE(%u4_VtbGU)e;ISAY1_J$i&;5IBVuI$g_A@Yk z?RRQ$oHS*>IIs${&nWgHI=ao_@6&Ine{}-AQeAyqmm-oHLbvFODCsh&ov&@PbprGs zd|B0=0Nq+cB9eE}&JQv{}{yOm|AE`MM;e zjHhe7kK*0W=5oT4OPO}97$4$0er#!LPN$+si7NE|)qO|?tGiZ4S!0&>h=03GuZ?~+ zpQ0dFri2XIfY`eU5#dD9w?A{dD=>rP?;I9*!O zJC*Oa;(`s_KB?9IX3g5H!wbC~Y4^~?y-D7eNxY)FW-@H~hIkX{#ixZ2R1ng%0HyE@ zU}|k&RatVd%S6Ri2vS1ACEAG79-jtf+E6$1;@guF4AQ54%UyU+BP#mQZ)~KNXq_vI zes&FgqWg|&z^A9qG06dqYqhS?D(!T)zaPB1_%lN$4WA#PshUUz> zb3CV!7Pdr=7J{fAgPh{ESIhxtj@A9T#54pWpJAs{;0!5d+%&9)3o$P}UKD#yZ9fZ~ z@LRuIC{7T$nMo2*2BX+^!Rn4{N}Er^efDAjIVHkNQ6C+1fa>uXl_5V2e({v*b-s)@ zuUu{??TI}#CvxVaUkm5of~zMDBpiM5w}r2@y-C^)|PN_K0OH7_C@alF*vzQoi`5%?myd3r&Z8%Arm!b-whw2<`}A;HRc8qPo_1 zAj`QN-D0-D+xR8lK#xi+ZS(GovJPib+%oYPfkz^%49Hv!r^Kn*SXiv}aLK;_1g~4f zXF0Gb^zM1XE@#n>R}XBFoWsWb2M&f=`sFdC#vxQ9!RveY%ANt|p90PhDFyzWa~eNS zhqngRw*z3pz_UKZOD>Qv$3JMjDJ6%M>SfWJLEeyJjx=26Bj_&P}W^TAO3 z!K}G^KW*gge46(!Z6styDcu1SAmXuh=_XP2tM1tP<)VTCmS2ACJIz>f?NaV@j zR?DVU5i-QTVwu3cKhNa0YI0g%yJ6UkTj>W3Z$qBGcrw@b16cC5)pSmE!U-g{Vxp0{ z+$Lp}!P)H#vTsq^QcmNhv}Uo<)Lv_@o_%->Co5vFkwNEAz|giAiify$Utj_j9ee3a z8OZ$a3?-#H?!kNQata7Y|}e33niB(>G23%psB$`b}vYreM5p1#r3HrcCgs0mI6DL@-cR@2X%lZRFZoZu%#=pZ?G8rmPr6^H=E11* zWDEIvwhZnM;}?xft*(M=ZvETiWX0hvjXw>xHE zM3V8;HZY|{WYGOWZ%MMAJUBQ=O-)Vjx-QKX$C|pnb}ycyV-0akJNuLYcI@zE&koC3 zj*?7ZBO>Ne?^9sT`Ez_eV$t(K`|zxvwKJwXP;+RtbLC-EU+gK|3HM8X``PP2c>?*% z8bSB{oW7$EFjVMzr2@zJ>2Q@1S>P`ZFOo}G>F2O`gt$gNu83*(fw^B}hy#&`C&j8c z5BC%STbVd+)mqt|6%ikKQPG%A~Gt>=x*^0Om+X9u#BsuGeo#o}~v}#TJ ztUM8q%j-Acn;x%jw-*n@uDkg3j^ig|u*AoS+#JCG6s)DV)b{~+gRcJj`};j}$UWws z);~nWyYF)m$=mmqCsf9&=%U@ArD@YMYyN*vKD_iQ8CKpIv?5}?jhqEtl!Xdc#XVD= zJ3JU6_>XRAWAAeXe@le}&9xb5fcZQh3(equxs0O!*rG04X~0-XZm^y`#ZxgU$HWG? z9;zxT@KZr_(K>EpGtmaxm@q9h#=uBYp8?4vr4qinscaC^*RliP-pc4YmimFFs|l%?yt}M2R?l*oZL#eS z9A881px8St925rf zL)_`6h2MsR^f{p5OG;=F4a&a8c8&iGxZLETrPxM93jyxU8a4;}B18^~9L)KvY+o5S&; zTue}xHiR%oJe}>CGFXbhl~mTK1s^Lz`2^AmvS;H;IpmWxaC6%~NxqSGHZ0w*eGrgQ z4JsyFJd^Xg9A+wNbQa3`v_6LAqeKzMF<_9w>WwxqM%gwCAKo`no*mjZA9P<`t2KtY z4^3>uM?xc%p{XD4mTHO!A9GhSk*fG?3SZjb@NS5!`_eYOw`M$lJOmE-UQ}AD=25O{ zw8?7Qv4a8qNUJLK6t-zx0(OFH*8e|cP1%=iH}}AxLN>#wH@E~!E0m{eGR8cjx?G! zP|3x#B>z`PYnhL0V)} zuOW9%#;obEPfkB~CrBtZQ#CSo7@p1ru@F%zeRbYX#4M%C#>SGgwaGtj{fjrAGfH1n zJdsC8#?**o%V20K!|;H(Iv$@ugZ=6K=@;=Pu5z?cWQ%`iW)-1YDHIyf9v}6oW(H2N zY;w!}?%b@STe^yq8{2#A%3?D<$LdT6u(pmDGW^%!RrPocLB2@^GuK+gf?6I4K z2FFG{K(K}8tvOzgV8ZDHM};thNgd-OGKfxxP%T#&WEP7h?yNHH#cbr9H0phdfJo;d z_!rao)skqZQ`>0HdZzmK8|f-ha#sT?i>?xrE=(*7kzMZKZY#Y)R+?UY8m#{Py=KT{twfcjiU z5kCX!@%pQZxUazEwDU*`pQocqLb-X{1>ra=($5H1%}OKEf_>L#8GVY@F5eWS9QGq4 z+Hk(i!)92dRB_$m4VO@Dq^3J4?VM1a%VQKJTM8Ul3^gG`88vD?A6OwHPh!(D;ce~w zIo$h$NTH+GVO8L2yE{rFJzHUUrBl(O$5xXT!_2wrb$K6UuH} zLSc*4nb3$Z0Sj011p(CKQkFL8Y5JcN9S}-6uC~nvqnT~~HxE|kzd1l*oFX8>#YA>M ztrcxF;~_6x;ns6=iVNYwoMQwD|Fd^W!5OgFA``(|L!;;HITb-7(V zKaPfvY0P)4>9#Wxms*P^`({rvQNug!%G7mL${snY1k;jS_gge{Fo?xkT4+j?8aEbE zVQW=;SKnpup3^HPClWW2wr2GozIFmyCa8_{AaTN`g1!b12^5U|WAlSY&h{8zgrOPHY}mP z*fj{>;6F%uJHB@&R45-Xx)4$J>!6)jJXX{-5{L%PQ3 z6r0WF;6TAd2*!?$S0hMT%|=`(OiT=(ov*jjnpbM%hDQ}qh?F~uu4Iv~L4Om*P+kcB zAr(_O*@rIuXhukJvz(zz(kgkJ@`n{<^HVS`Vk~Ejk_3ww)OMl!L;4X>XIDr?8gKZl zB)0Yt2;#1r*;iLr!$klhO4F26|GC6Z#^er1>RMW@*1*63FA1wEc<%W`hy>&r7EFwye3%DP>>G8L!?V}#zxuw%o?WRY z>LLYqNQ;|hl+?rk%pVb839#W5Hz0xA;BU!}j0~2`(a`Wv97m;MRH(F{eERIzNTps+ z%H?8`MrUW|S65qcX<*;p{onVZ@00F0d5Rc_eg+EOYn9jaW00L zPJ_-~RvMyb0jBjp(1+%S4yK|d6x|e50j>=w5{O$#0EosN`o)2s5`Zy3u;W3y|oH}oWUX~(3Tb#Q&W!P*jdkE2m|UQ zquUds#HfZQMg&L}mRDO_#<&0d-BbJb?uldb@ZqCZ?iwwZqPh7-6q#}(vrVE`g36bkIb z)Qg;g9UQ5cUed9%tgWqaM375?c>Ohj{E+VJSP*g65b@fo+6*NH0)ToR!;9Jj$fBLx z*RGA%03ZMY@Q&56l0eU9Cic}YIrO(*`EI3B4r=zTMFeX_ieUi|0aBkk&B3j-*-Bci z^qv3W-N3U)wEK#ir4mwcvu!IJxJJVPGKDnFgEv8(c#(dH%f*eaWs{R>M}dmeLMn`O zaZM3p=P>$(DRAddcu>+K9#JZkUdo7RjSTNOD-NOoV(IN{5#UscD8A$%i#m!DaBUC{ z03u@|w^pe_H%|(PrBX=~poiBvP@Cs6+=knya8#V)pIdI&4^FfbFYCrVWHwKLsmhm_(1Sj%WK)g>U#`lr5Y7VL7 z5)j}edQg03xC~~^C{j|E@fMZ02lzRSgP`DzD$RpjHNKnR6|B6GD{zX;ozd-<3lMwk z2rCwg#+X*C6%JRfCmW%DE@4c>3l8qbK)}d+`9s;94^$%sv~L1dI|(#9xY?=5iu|l7 z3JnbL$n_=u5LabufEV4kuhnd(X&Rg~;XfGUTtUozDLCBkB$u_Yy4Jk$y8W+z<*Pd0 zhVoxV;wvvGH}C+W6Ph7lboQnC5reAG!)*%4vttNUGB{bPVw?O8LB+y03P`#QCOWxb zgoQ(60lkDH$!Qf3oX)2greFcAuO#57tf&Nl@OVdA0=Zfwe z__25X00x}xYZlyQBove5f^?U#G`x#LJ8Xtdn@XwdUBP=*v4f1EbKa%arn1L3SBZOv zJg!#&0S@lp`vWh(wb5*()+fkN(a)g6pg~hWGzf`qLfN>b3CI2>cn~O-KtIiI=F*W zVL6*Pd_X6f-6RwYg2P4GHBm39M4tkv!bhZD3;+P7QYn}01Ogt&X@hkOn-e$Ra6s38 zF<=5GuMkWWA)jmBp>`3e{1k(AGI|)GvcYAlZ}y4b8)<3c9-r$QKQmK?Jzw zs>@&d;v1ejb*j~FYmc~>g1h*05lxBFL7Kwia$|gS+b{jx|DCPb8zfE?I;ub>Yy~D+ zy`b1vE79JeG*)xR23kVy4+mM0hVLqo+RiyDm3k2THc~H%y#cEqeCvHK*x=O}U8ip( zhuURn$nl;$qQl}jA4UCvXCQGrxZ{F*Zip!q3Q-jG@dbfoqwZCM7IucVTCJN8?)UmG zQwRV}6dMzz)^c2oHkiEc*$tagzkfcfxU>Ag%Rb;Xjj4wxR1XlKvdp-5E#j^g1cB}n zUb}Dium9YSe)*dZK7MR!bacd-mw`vf?Q;bLFl)7BY;?za-u~KsSMAl6V|h7|o(};U z2F^RVoaj=rLrr4}pqJby%pwaRYEcV-$h*LVfQiTw_yAi#v>->@5!o;`3KN+}TN*R! zbhe^0185Mf{2)p2UBn}}^ICkvxcN+41j4k4lGj9Z3ORc{z;?v-qJNP{33jes=WB^_O&iR6r`eoZPVQ&LJS8hJI9{{YQ0D@4wfP;h9TCmm%H6Q?h0pCYXB$ZG5 zmZSb`&EPQ(Kp+S*T>{y^M#EDGpBc7e#MWxLx~T`50BtPA_#aJbrPM0govT9MgSZUsdXxEq=4J4 zS5{!*#aAko&SkQ$C}>?CXt&$UNKT_?Z%4!CAz7P} zwZMs^G6NlepP(6#nU(GZg$S@y@p!7?R@q$sA1xWE?JjuvFOtZUBN4swju*b>CAU5D z#L>r&9E+m(@Ketu?Up5a@7vzkZl~Ap-z(!LNH^#sWDvhD*ii_BA>e@=!&6{51(<`M z$d7>=7iPIY)g5O-Q zj1B#?E_sKrjeD^>Dc-f-7?&%PC}254G$!i1CpeDdIF5UvAjUs^p@J{1R_npXj_70{ z2g$N^2xyEZ;jz}81|E=LcC^E0bOSt@uN`!(+``1<03rf%bf7%t>k%z4Qqa+6P8ehG zA|@nOEO`Baz1QyB0|0M*-S>NY#K+Pgy8IDB<4T17B_X<@>^m`R1FN8pvBxYmdj`rp z?*0+&feOY0e-C+1(OF@VHeyW5;7TSp2UZQbNPM-L+|rzO8+?{?4{;H}mX~L~@HTs9H>W5$G{5NmzutG?O~){?(FO!?A(ZB*t%u4-v(g5$JRs zQ?I%`65$#&Zkh(g>E1KAZUWOPeIr`CxfNSPFz7S$sIJU

NH7aYuqV~kre6w_CQXug;3 z25p>^siER>%m*mM2<(oA;C>(q4k~edakMN{5Kx1NWFbLv@QGvr%*mqM2&1?DgP{`w zV5A?$jRujzq)l?tF5lBY@eJ?09*iEe&!4yR*~vBawEL}@bpX>!gs%D6l*AXga3l(yVk9I8|Ye<0-m2` zG<=&-Dbuf(kRUA);DT#ZHVd1nJ`84)`={|HF1Wx`vqyz8m8z{>bw0p{bxTMsp`sSa z9Z)dY2A-vScbw++6?S=xlL%ssskP_Ojvpj1 z2ZQQ!@9i8;cn zmmX-fTH01wx{d8UuAsQ zNI(O;0+qp;`Yx|bdYBU3x`v+8Jhmm#x81lbTX~jaQ7Jn^A6?$-U!21~Kwj1dmapd+ zc{tMs3S3&`i39^xrr6Zs{18(4cW1gSO$kgAAE%k^nvi&?8J)+|Nys3@xgOC+29*Q6 z9tfFBlz{9VBat88X4^0W06@81&e1_g_Z#PdJ$v@t|Ip)EROXb3#|?6wL=+g=s09En z%a`>EBG;<$D-rN2ri@hfw(M|ZAIvCL%*Ek=mzf!y4wJxw*L?dGC83d-56Z zQXX{+d_RKbw({9#Hsj~&`^s>;6JekN0l?W!q!B^#uqn2`dMqUfDp7yK@XgxO1_t%R;r8wz+Xp zbfizZ|MP~|@YPbMlg+Ibxw*uQ`O_HEmimsj}A3pZNE7!!FU*HMjX^oXO6 zELmDV{7xHYB(4jB2FL(6ETyeB^vVeQMw>0S`a&$YV#IdF1dhA%7>= zbBbAp*i8nXSwsMwJvS@J!>5$RJw1`GxCC#|XFHKkcVX<=N6lY(u(Q+TXe$&D;jsC- z0%;d?>U_09{`DDUnE658FSrmS$)tNK;0~=z9&~WtqcI2VIL$}^3BAKj`Oy8~$APqZ ziH_yE6iNYrON1>k5`NgNwW*8l^!i_46d*tsYi%*ZiA=ccAKEYjbZ(K!N!kA5696VA zCJw#uR<6NBE+ZDo5nz7KJctxoBIat&_EqGg2)k1wx%z|nQEee&&Lzwj^Ud}`+W(g^ z)4KJVvREVsw6YSj%j>!`wssmI!!toMAjBbj1EO=u=kaBSi~#w><0iU=-)P-$;^xYC zMT1O*(40C75El`-T&{WFiD)fR0#0Ld<> zHp&11P%f8qTV!;gRS)!HfQgBTfq{XC9)5&}=Y|7Up9G-pk%YR(2P3mMryWM^30H*CSq0$aTL@AyV*gW_U%UG-H)8y+{cS| z%q$|h?NnVOe-x+s+g(C!HxZn*pMUcz#Z62&Ov-v8IfgB9bBuv=J8Vf7?S%3beSm=f z!9SOKJp7s~z39H<{yZlKoyP2SAB@NyQe`XM_j2BkwE9`lW8hGQIzvJ|Ga*VL*&G+1 zyh)7eH}~g$}6sX z_>o5e;Ku8&_79VzY;dZO$66g;0KxvZ9u$D!^2>_$H^@owbVP#&yYz255ISHOAe$~C z8M5&vAViQYexBLE;4%<`zDqMg=bq|1V)=ds5GVIkc5vJn<{o76pz(zydl)!apG0JQ5#wJ-6Jv^Qk0{O3jeM$%f2q*{^5e<-EP9c{a zNRnq}-s^%%S=H##6BMLc(CoD5Q93sYE7A8yL5O&Ec9t7`-M%Zu32Jz~g11B{Sj3KM zbFNRF6`?lkWV535Q0-ZRf`T#+X8(&^0=`&vMxQ{rk6X-=dTYu)&zcE6|xlUVN~=fsReK<>tYEc!l7682}N><#OjSz}QjpHvoM5 zzWV^^U2ncq?w6b}AvuJP%jf0ah%xYNH|^ATjN z$v20H<&i^Hxz4&&(t&nz?ov)i zBHnPr4M~#ZDIJiLJNr?~Sdaz*IX_Ttczf|fp!=0d@_PV$4IOp#;@<2%-H5A8L;QQP zHHJ@bRNnV%PPW1NwFCJC(R=P5Px0tHp0ZiiH&alaBSKLx879x=`s^s4b=>17%g>l? z7zV2W0uFp4Nl~|+vZV$LWqg3VeA~EpIW>FU48RKlxr<8uoiwz6|Nev5U;o4tPw>}w zzUfYGu|dNp3YfDtBt;?UToxzi!`3b#o+L2*QughmuaDIU+=zRyY(^mP-556x5 z;eZg4i@yl^i(x7_y^k4AfDPr}<$D^WyUZwx@D=*AP7eam#uviEQYw{dwOZ~Xb`73p4cb4t4U4Hol_u2Q{O+_dTVGvI$tN?VEw(p~p*=|_K`$FRoQRMIWULiCIIfo5JLhi$aN+Y$a~C^#U}9oo`?jsBk8Zl| zYUB*KCL(fy_`(bU_;>V_4`Jw}l8_LMq#EX6sWeSHq@#+lE;V!|zq}aMZ(VhRS9%`z zD})6=m%+G)Q69{kP-i!`?|88LbqtWMM=sJ-03gXE?W|1i7ZSAT!hwj1(?_^v>|hUI za^k?louI!e=nR5!S|_kpy_Pa676bjPq6#C;wJNb>f;#|w>O1K%ae#%#u}*zZ?{k9J zErmkCTHA?&6#wwwxw*OByLW%%o8JV0AA0jEfieWA`+`9nKoIJ!?9}!ako>qN2+{U* z+$YPx8QkfA4TdcX7Ns>Zksj%XQ>zT7D9G2r4;cym%M}%$oo&vs1Oyb;r~Uqs(1yua zC)lUIR>Ga!kY-vIv`Zh-f#u%fvRX|l@f*}f1WGEmv zXZ|N+BAE#ah$A}?QfW7-8A7QJNfzFwT>+|BUsuRzM^BmwE3*J6%3^rS%TZ@txE6kx)9QkI_{KLRZ8=ekdIX z*pBHb*TSA?-ZwgISO@2HaEO>#+T-3ThLsEW1Zog=L;4jw!)CI?0tG}Lj#ZeY-SLC+ zGI=ZzHd^E)1n&+8%3&`#JJoT3^jjklJhgO47R0=5dEpF@3l7DgurJaWbK=AaW|D&k z_LA4V#@UNL6`b*VA~N&lD-K_s7i^w?$VaYsNLIcrq?1k|s$`h|DcdFx1lhwMN_tAX zv{vP4UWtXWw3m0alOcP-!Hk3xgeEe^&$U-9dLcht?k%2dL2C~9S#*UeH*}2Q2${&Y z3I$EEgi_riJ`irI=cT|30L~f9uz>HCQ>MMM)yj$(0H3j*nKKlXq%^?&y>JG=ZebB2 z5AcVioeT^N+;Ctofh-HT;5Nxd8?15UMU;BPtVo8AHpoD`P#@y(()`(}7*K#Cxb6r7 zGZGyXGkNgR^}wHu?Lq8rv(}R$=wGX}0y&z4tO)Imi@GYPPF0q91gPuvt{o8xEfQ9# zSYf`JL>VI_90~%EvqL=93PTEe%5Y_WlIUQR9F5XDk7|erT|#B_P4fq;y8ZPSObj*Hf8_h%1htz^asVN-eSz$sEd&P1&XPRep# zt2h*tAIWe`RNGz@1M~_Gg+LW7EG{NVa^rPZ>l#@g7t#5GS!V=icuC`fp~=$(Q!rO3 zr+;o#&TXi8q$qmTIU@Y%g{}2{2f?XYlPqd?arP5!ewzb}LnXSheb`R_h+bD@;xL0V zJ`H5nef5Bxd@pi1N(4?YcMb)4>jM=dfxuX43phQaD9IrKMnuLfQG{geaRjRpP=1h? zXWD#`41nFX$jAtSkUPBO(DgyEw6SDUX90UODs1Db34Vdxum+>Ua}&9#a%|NzX9Q7( zLHf(lE|ltczyo4;J^NH>V})G^tL+b0`W6brN6(^z3O-|Q=4Z&x6cdTlyuQI+a3i8F z8ObPSILg=Uy-Mhg1t3k(6IQ8+g&ou0vm~0+Q??AMo(+V6Xvtz{9B6(;%uAfyppmSx zT@(XA4-|xmQ51#FP#+wDAd4y%NVg~XW`Q~Z@@8UZA*U>zd7}W*8$;3_5emUNR9Bdh zdzYtR#R8xebdheI;{eVdl1~e#da~!kz53j3FhXk1-rdF6r#gdQmbD=1X+d1?Pn6@M3fRapL(Dx2z?}uQyg6f zS+89z18{I??nGhzV2p{P=*Qma&VT01F1L~5A6a$DsA-{(PH9R$*BU2D_4(|ri~jG< zGT~uWy(llM!Gqg!5JLaa+dXd9-@{j^#ke7g@6GewRbr=@@LxBoWAaWYk=fv-~{nn!F5fYOrdy}m_8K3ur`%fquRBkr=W^H4rN2fxLq^@ z005()u22#YfAk%1Aj#*3n$?-eYeGePPN<0f%ZB1;0+sMBs$@hhyPb8e;-E1hBT47; zq|rwnJNiZcHABh_yagB_qDB^U)REC?U4T{(((f+dH(D}-rk6ArCyNb&n^omG+Tt2A z)ds)`6}yUX^Du@#I@S?$oJaz&y(85Rt=I_u)e3Q?T9;-*I^}Ls*r9qlh@Z>N@ zgaQu5XPV<%64nG+MH4)Nfdfe}Ql_aL)2-k|@RZgd+CbEfwJs3aIDe>)q%fXHn?AB5 zzV4cEnRBG{}q(}i%T&ICk*q(|kD-k(|O>s2}_rq2yo8$~s}0vgSs?*>FZQ10mU(jPKkBnX^9LGyUaO=7LkMJ*-7nqUb-(*zygXsr9T<_;q4(xlwQ4WS^V)XZ}# z3|%KePL+=N3*0XrY2#u-Mdt-V0K9|INybo+i_IL6EiQI~{eG<3{SPCnJ9vx~#c zG?8I)0wS{P1~iD))j-k(5dlQG*$hR4k=f#OMQCM@F2^i|>P)FWSW?xa{7{#$FigiD zs0u{3d#tldydLq*)T#|td_c9~6iMNnq|k20tw>jFM2}B!_=naEnQJ{$;QAQBVg{UVY?4|^e1Fv1T1Em=@Dol0~ z%q~~NyATomJ)RnL3`An1hL!6ZL1GX6k{(0AOfqNDxuor8vG2Ie+BCH(Ifm>c1qFCr z44xkNM^nZs9?jh5CQtS~`AS@?{Xv{6d%7tBuUerytAuf;l>aIFR5<2A=M?!*02n9cYDsE+NqW%sJdZFFa8WuJi*ay^`MjS z7VLzo9~r4u5TG%tqqI&nas)sH=S65O!4^jewjlxlmw=6bHQ`KH0Dt_BONk1QF@KGW zcjz<>f@byYs`xtQ9^@DQlg^5kfUGh5*L6XW1`4lHf&pI$GYuiG9W>tg5^B`o2E8R!}I63mQV=<(}{j_n$MaIlIvU= zD+A9dt%C^;Rjr1wx_(k{L(q9$t<+lmG3$Y>%o3cZkM6WZ3ROFhNzjMzt8%N3XGglj z9%bFzvUH5Sp2)S9OKvN+vLFgQ@ei3g0|E==y7ZU`-0m&V-6@peQVNfcLNB(xq{pCk z_X&h5M975qiwxFj75I*z_Lee3Kpv!9H*>OEbcPL=p8TNsaVJXCl%=~0m9Sah;aBz- zOB#Twt!H8hC8wli>=4oFM-aRis%V)}0??Bbd{T9A1BfzS7>-NuIA8}Mm`>7{GAFSvd#=U^oCLFCsZciCcq_h6ZId3Afu?K$PA8USs>z z{^8c_90PPxKlj9452#;Ul_9mr9CP!nj01Pu!%hLT37hN3uc)eZz}MxF>3Ni6Lde0v#!v~e#Fi<%eEMlSPs8I zAZQN&7?Wn-EdbQBm-?=&vCAXT}^tX9DXe z>2FH?j{~;lU90_kZ^OAIF8RD7mx_v%uwX^1*^*W98A2N$7#B#-a4bS8;fBR`G?=V_%7t%`g}3K? z*{{rFi;@S8YYtKd1uYO2N7f?xq!I{#x~X2JyM}OPMn##)MPN(M$=cM#V`v0Y$n+`$ zoO-b~)N9f{0jFrR?VVzqg@#Zbc+?*FB|012F(2nqa)Jap$XBjrP>aS&lKKccI}$z} z=*T|RcD7BQ4O^RgmtG?cI_P{$K*}m8m^cJ(DD)60Dj+aqBoPKa)qn0q%tSme-ii~D zAW=SG!38o?u)!re9Ozpll*XOoP5Kzvd+2UvL5 zOUQi+FfsJHcIidGX7p%nw`aqfbNnDz{NuSkc6QAHE8-b41`V5@Znu&1`pRBb$2fUy zf?1p#v|l42g+GH=t3Kd=Z2)q>lS&SBxtEg@v@D=GJwgV3$@?u4xihvo$TiFhq_dsR zquWK;fS=_+q%#^(w2%=_VgR!V5!@vd84a8BiJCrDIKLtZl6w}*sF9>cCSY= z*U1luXkUTBGC+X@^+jJQ_hj0VdtFwd=UNrAR##w?N3$ZlGl>o59{%p+9Uuas?nece z1H&Dijk#w9wvh<0Oe5q(3{)ED7a@Rbw^7mQt40V3EbOwVeK7pA8y?N81^KrV5m9PW zX(RC&;0AyriiExqZ7@Ab{hfw^yJ(C`CSggUApFRS{S2{_3M4OXc?=orXU{U3r?0W+gIOA)fXqCm zclbc(QTbS^FoGp0V`~X}h{eLK3uc66AGo+Jg}mHgk&EEhWI>0}>Qw690Pv=;ssMJ< zGR%Mu<)&XrlCY!fz6EgmNiYCU8B;GnKDil1j12pSg>geCU1oH^FYHURf^2&p!?;sO zyddbD#VC@%Cyud0gpB{nV-e4j!Pl@TpLCK-mT;-x&7uJm_%ocZ95=eL3gXn94%1_%yj#v0b|KV~|ALl?S)1))*k)%VBO-u737GXY zFi(2hfO*A-m7}Ch4^n42L4)8IAEJn5IjXs=q7WRPSaeD6fCx+^8I@U@k~??Fm)uMU zSBS;Vw_~xS{LV_OC537c096(DE=#H%3=BS+khexum%TCdejg)a35XWP`i7!#SuK$y}3yg5YHim8i4 z6f=)mn`R`vwGdzi?L$UffdN8e&=}xjEOPQp0+W2JZa-7f+i!fP}DJHOW26oa(!H0U_|dR{UuY&?!BL_qy(6pSe8K@$R>_ z>YJmJEMqV>=mKGBr^e{F1Hha}%jYfXyTB~o!)fT_Ij6ckw!qQb)l?~At{U5vGv4^j z3`eIz?9k(OTQxoN6lND+y-n)L-7LIKE!#qvypRWo#wsZ08R;+@rw7;(KakL^6e1m-rhRIUH3UJn=@4Xh+QCZ~9;nb2-{tIWv!?*-LL#knW|E~2@U0qG+2&NP0 z$AG{j&YqKF{ej~L*OS*Uw z8=MU8YrEAR>PhhDb(EpAl9EuW#~rQ6vle$=w&tykDDs+qL7lX znYpU6XTww-=Es%#2(|43Za%@kpPZN`J5oDD^!z$Hs`2(>`qHG8D+w;rWjWg>P}O78 z5ko%S$yh(n3PkUR&}Nqt2yBWAARpkVPhmb*6tc~2*$567#)y-K-8*E6z($MJ9KKqR z#QMRMDkDJoV6l1z^n*>4cRGt|LeUTngJLQLW`x(&zaI_d+^#hm!Jn_M0IC(CVY%l4 zr-K<4Hs&-AJJdvQ<-o zS_I;#+SgyDFU_*qD z0*AX4X(*Ep(}GICT$B41LnSYFL{vCJMr{DQ1K86B)PdYJf+jjC_v%WM$_0k(g>)JB zhrFvFNv4N{kC(pK3?F^cNI&v|Ve|d0GUea&{7wyljd4^RmojjoT#HP zGfaIW`mG2d)8U{MOrK^y;-9#>fT{;Tx?JffC_Q^kh>+TyAUjNmjUAxh=-mQM8uTy6 z@f4nzq1!uY}rYD#f_az#bESE|Hb4EKJQ1W{p^1|VoxX^vB~ z-7GS=teCM6$l#^h{G(6JFzHJnF>uS@+$th{1&y5aiU=ZhY_E-a?`Z7eKo=L*M;Cln_Op z@-{7#xeQ4j_n+w<;q2F|tBEbLo4hN-GXun7j53cQ;jDTWzY|lnM>7T|3=`L)Wg00`SXW6e)=$IU(42l zNkfM!@g{gVJ}8D!Riut60?o)X&UTh{Z;QwkF!{wo-kdBXaqola4@dF7geRoRC2T$1 z?g1(F2KB8Nd@I#7#vPWSZ|ak$nprnmZ`~LuiD;KlzVTo>qt}qsG^5sqEdv?rxDK~( zVscLW1=F!sbx!e5zvr}pLPQFfXSoR)5<T0c17EVTfoFbc99y^W<+ zRnSmOH=mU@1SSdF=hWf)ihH$&9~l6$nyS z%<=HU89@rlXNJmR;++T?mn%;vvh9#BbyN&f?>Q2u*gM@61bv%Gc~(wQ=9sFgJ1 zK7!PQHjmW1pAf{~x9by;j@Pv=FF{oJM+E9Epuc~lDf{$j3h0+9p6YyFlS-3XMm#!y zN(AjDqI;zLG`7d1zlCR7&fCk~7IGyxJeXZsclkM$9kElVUwBKCQww2{5Ey-FFDVh# zdY7sN&lK_6h@ydEG_}thK`s#U#zcQ&9;*&=2y4e)t_Crug5IT;OJIlEy0(&|q>PBk z-L;z%p-ei(nXc%?uBY_8S83$_LFby?VHNXtl{Gc!_;2RM{fs0JxvrvirRX>A>x-R? z6khI&kM8>jAD3Mwq1aK3-90`^h({ zvW^NimSNI=F1ESDJQgn(k^Qjf*JOwDYWtO5SZQrQ?Wz^_-_kUjkeYN&6zuABjfsOQ zdd{BDQuS}8b3=;c4>P-}IMY;0>j20H!29=k!!87rWZYbuNuS{I{rY4BA0A~@XRGvl zsR|)+j?rm!(Q@!hD)^$xd{KaV@=<{GN=-|fCN9hh4K}wxzfrHZ(knAq2#=XDiJeUV zR?V%j<(LZ;v$~&{5+#YK@#M|9GS&Sr@>Qt$(LNpx06J5NsLONdObv708G@wI%Ahj; z9{+Sf=#dMP4BQ8rIMAiQFE7z|{Ae*~3C&$yKt#OC^`8p=#YOA4VrK1rlCd-c;YfuP zTennVQ?*nrC^UoL15jPPBjwlvD#2*ezjs@cI?8k`n5H?pB5>oV^5zZkBq9k6`Z@L?jiUu|LBDQ>)=w3A+d80P85F^gy6e*~RfstU;XwQ? z0oLm&4R>rY+nlcu;E6+BC>Gxti42z30+96zj0Q}aSsjRq2B8kR(-1@dO%32&nOwz4 zHzQSd_gvr=j?=m{&d(5HEqC)(`zA(2#L9!cX5JG9_E^512`GLXbZ0KurFi4HCT?-RmW02qe34^YAOq;wMdrhQ3|O@I)ie5tiS0Z~?A z!6~^}o+c?nUirydrW=5jl|)*|dDdbZSO0hL3elf`)iVEFakk(Mt>6;5-a_J7_SeGd<5NDE4C zXxUB&Qc*>zk?TO)0^+flNlaaQg?k4y~%L~*VRXaCnW=OU= z_Xs!3qj`<{f!@)G{?-V)MAL+k)*mB?M7CL(b7x!_F1@V++ACtio@9&rFfzQdNok$3 zUxRTD!|p%N%V%oyjw6GwFms_I`y9qhSj6!o5J7*>>p!G?KIBVsQ~b~I8WJ=xu{=^T z1hH2lXLVSj=?%`(%4YNuNHK2_S6I%D4#&aj5w;<;G7&_^HJPn9J3M0z=XB`w00uOh zsFU~a@3q4}daQARw7F#9n-`NkAj?NNBPd7Qan_zvEXAeAr*(oACfTuff+b6iW=uKDhMG;`r>fg|DlkOcKanSWa$qeEfRA^g`;%^I}WlYb{!$*{#!U#6uJ< z%}%g>z}Ju0X8Se6Xc>DM)97!>_@@HcC4An7e1iB>%OPQ6Jxd#n4bScxY+AJuJGJWFxy264PbZKL0bZ)E!L!6SE$QA9?q+U2cQ>n* zms9%inKfz75NMfrG)XN22P`7&p+Btm!@Sq|bN}5|YO2JmrO}J)+BbyDYwSnEQ+@ dict[str, PolicyFeature]: policy_key = env_cfg.features_map[key] policy_features[policy_key] = feature - return policy_features diff --git a/src/lerobot/policies/factory.py b/src/lerobot/policies/factory.py index ef56bdb61..cab752112 100644 --- a/src/lerobot/policies/factory.py +++ b/src/lerobot/policies/factory.py @@ -156,7 +156,6 @@ def make_policy( "by default without stats from a dataset." ) features = env_to_policy_features(env_cfg) - cfg.output_features = {key: ft for key, ft in features.items() if ft.type is FeatureType.ACTION} cfg.input_features = {key: ft for key, ft in features.items() if key not in cfg.output_features} kwargs["config"] = cfg diff --git a/src/lerobot/scripts/eval.py b/src/lerobot/scripts/eval.py index a3c7d822c..77b10ff5a 100644 --- a/src/lerobot/scripts/eval.py +++ b/src/lerobot/scripts/eval.py @@ -56,7 +56,7 @@ from copy import deepcopy from dataclasses import asdict from pathlib import Path from pprint import pformat - +import concurrent import einops import gymnasium as gym import numpy as np @@ -156,10 +156,29 @@ def rollout( # Infer "task" from attributes of environments. # TODO: works with SyncVectorEnv but not AsyncVectorEnv observation = add_envs_task(env, observation) + if step % 100 == 0: + import imageio.v2 as imageio + + img = observation["observation.images.image"] # (1, 3, 256, 256) + + if isinstance(img, torch.Tensor): + img = img.detach().cpu().numpy() + + # remove batch → (3, 256, 256) + img = img[0] + + # transpose → (256, 256, 3) + img = np.transpose(img, (1, 2, 0)) + + # scale + convert to uint8 + img = (img * 255).clip(0, 255).astype(np.uint8) + + # now works + imageio.imwrite(f"obs_{step:06d}.png", img) with torch.inference_mode(): action = policy.select_action(observation) - + observation['observation.images.image'] # Convert to CPU / numpy. action = action.to("cpu").numpy() assert action.ndim == 2, "Action dimensions should be (batch, action_dim)" @@ -177,7 +196,12 @@ def rollout( successes = [False] * env.num_envs # Keep track of which environments are done so far. + # done = terminated | truncated | done + #TODO: jadechoghari changed, this is cleaner done = terminated | truncated | done + if step + 1 == max_steps: + done = np.ones_like(done, dtype=bool) + all_actions.append(torch.from_numpy(action)) all_rewards.append(torch.from_numpy(reward)) @@ -185,7 +209,6 @@ def rollout( all_successes.append(torch.tensor(successes)) step += 1 - print(step) running_success_rate = ( # einops.reduce(torch.stack(all_successes, dim=1), "b n -> b", "any").numpy().mean() #TODO: changed by jade einops.reduce(torch.stack(all_successes, dim=1), "b n -> b", "max") @@ -254,6 +277,7 @@ def eval_policy( # Determine how many batched rollouts we need to get n_episodes. Note that if n_episodes is not evenly # divisible by env.num_envs we end up discarding some data in the last batch. n_batches = n_episodes // env.num_envs + int((n_episodes % env.num_envs) != 0) + print("n_batches", n_batches) # Keep track of some metrics. sum_rewards = [] @@ -374,7 +398,7 @@ def eval_policy( # Wait till all video rendering threads are done. for thread in threads: thread.join() - + # Compile eval info. info = { "per_episode": [ @@ -403,7 +427,6 @@ def eval_policy( "eval_ep_s": (time.time() - start) / n_episodes, }, } - if return_episode_data: info["episodes"] = episode_data @@ -457,13 +480,22 @@ def _compile_episode_data( return data_dict - +def set_global_seed(seed): + """Set seed for reproducibility.""" + import random + random.seed(seed) + np.random.seed(seed) + torch.manual_seed(seed) + if torch.cuda.is_available(): + torch.cuda.manual_seed_all(seed) +def log_output_dir(out_dir): + logging.info("Output dir:"+ f" {out_dir}") @parser.wrap() def eval(cfg: EvalPipelineConfig): logging.info(pformat(asdict(cfg))) # Check device is available - device = get_safe_torch_device(cfg.device, log=True) + device = get_safe_torch_device(cfg.policy.device, log=True) torch.backends.cudnn.benchmark = True torch.backends.cuda.matmul.allow_tf32 = True @@ -477,12 +509,12 @@ def eval(cfg: EvalPipelineConfig): logging.info("Making policy.") policy = make_policy( cfg=cfg.policy, - device=device, + # device=device, env_cfg=cfg.env, ) policy.eval() - with torch.no_grad(), torch.autocast(device_type=device.type) if cfg.use_amp else nullcontext(): + with torch.no_grad(), torch.autocast(device_type=device.type) if cfg.policy.use_amp else nullcontext(): if cfg.env.multitask_eval: info = eval_policy_multitask( env, @@ -555,7 +587,7 @@ def eval_policy_multitask( videos_dir, return_episode_data, start_seed, - verbose=verbose, + # verbose=verbose, ) per_episode = task_result["per_episode"] @@ -642,4 +674,4 @@ def eval_policy_multitask( if __name__ == "__main__": init_logging() - eval_main() + eval() diff --git a/src/lerobot/scripts/train.py b/src/lerobot/scripts/train.py index 6cb476afb..9234f9a5b 100644 --- a/src/lerobot/scripts/train.py +++ b/src/lerobot/scripts/train.py @@ -269,7 +269,10 @@ def train(cfg: TrainPipelineConfig): continue # Skip the overall stats since we already printed it print(f"\nAggregated Metrics for {task_group}:") print(task_group_info["aggregated"]) + breakpoint() else: + print("START EVAL") + breakpoint() eval_info = eval_policy( eval_env, policy, @@ -278,6 +281,8 @@ def train(cfg: TrainPipelineConfig): max_episodes_rendered=4, start_seed=cfg.seed, ) + aggregated = eval_info["aggregated"] + print("END EVAL") eval_metrics = { "avg_sum_reward": AverageMeter("∑rwrd", ":.3f"), @@ -287,9 +292,9 @@ def train(cfg: TrainPipelineConfig): eval_tracker = MetricsTracker( cfg.batch_size, dataset.num_frames, dataset.num_episodes, eval_metrics, initial_step=step ) - eval_tracker.eval_s = eval_info["aggregated"].pop("eval_s") - eval_tracker.avg_sum_reward = eval_info["aggregated"].pop("avg_sum_reward") - eval_tracker.pc_success = eval_info["aggregated"].pop("pc_success") + eval_tracker.eval_s = aggregated.pop("eval_s") + eval_tracker.avg_sum_reward = aggregated.pop("avg_sum_reward") + eval_tracker.pc_success = aggregated.pop("pc_success") logging.info(eval_tracker) if wandb_logger: wandb_log_dict = {**eval_tracker.to_dict(), **eval_info}