From 5de2d1373e6e28d8ac6e2135e5db1e7bad746b76 Mon Sep 17 00:00:00 2001 From: Antonio Andriella <aandriella@iri.upc.educlear> Date: Mon, 7 Sep 2020 19:34:23 +0200 Subject: [PATCH] Add save for episodes --- ...rsona_attention_0_persona_reactivity_1.jpg | Bin 141590 -> 0 bytes ...ser_attention_2_real_user_reactivity_2.jpg | Bin 105656 -> 0 bytes main.py | 27 ++++++++++++++---- 3 files changed, 22 insertions(+), 5 deletions(-) delete mode 100644 bn_persona_model/epoch_40_persona_memory_0_persona_attention_0_persona_reactivity_1.jpg delete mode 100644 bn_persona_model/epoch_40_real_user_memory_2_real_user_attention_2_real_user_reactivity_2.jpg diff --git a/bn_persona_model/epoch_40_persona_memory_0_persona_attention_0_persona_reactivity_1.jpg b/bn_persona_model/epoch_40_persona_memory_0_persona_attention_0_persona_reactivity_1.jpg deleted file mode 100644 index 4c9fdf873c80b27013014591b19e2021082e9630..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 141590 zcmeFZ2|Sc-+dn>~XqRlsGL=x4B-tW!mn2EjVzN#pAt9-d;i^<ZOi0Q$MN(NN`#zJM zkQ)hO83swVnZX#dT=PHmJn!>7clG|B`+YyZ_y7O@KEGR^napLb<v6e7JdW@8dmQJ* z@8S<2)*m@!dI+&($r8i`@DIW7K^P&Hf{#m<EWR&Y{8=Wj_`ZDEGJ$1+%LN6$zl2t< z5ENP|Bq+FI^@^3N7JtBRYgVsXv-n~0Ab;C+>2d*q<*S4Qg}#5~zx2j`j}Te0v`pZu zz>=+qr6NlNM3(TY5l94L$@1@)w*>L`pCwBLmMs?)0++EGd?9~5xO@QtaM8=b6@zaF zfWIS_i7el+MPt99sO34KtzKfgZ%4jZA%7sdLi|K4ZJXx#t9Mqel91dewMjuyY5NZ4 zJzCm2x_Wz!4jLaaIc$35<f+qE=rh(fju)IRI=i@D^1gQchL5k`&7iyY?gu{z35|+= z9P=dh>9e@xl$WWm(q6xLo0FTDUr<<7TvAz8T~k|E-|(TW{Zq&1&aQ6qAa!VX<jd&S zv2S$7%<LR<p0&VUv}*}M;BRJu_rDqTgIyxPuBD6jKxomfB};w4OF(4V@+}&I8}?fY zo%0giy8HGDu>+AWvMW}~Yo4HqpTF9=N@CldK?VAvY2PjTbB5jdZ&~&a!~SU(8L>uS z3AlLzA_x?M$4w61j`-{K*BJce1AqCz|II!?5as3Y5w55(J_0cfZ}im}KvyEyvFfTR zqVQ(3!9>HB8V3!$QBEFX*8ZfG-*C~L+BrU=V=UtKK_#`V!?#uvE)x<+?vw>ROg9q# zC}7D)d|F+Thkz<S@)37(`H0roz!pA&6}1Vx?>_bG&8KJG#g@#(a#g2UDkz?m&jcUA zM}%z2;3H-fOn$i)bEx$<q~5QO_SZ>%8pOYb>o4#6Ycl>7R{n~@f8~>(v-1B>)2{=a zn&^DIZ746dbuc7rda8Q8R_zTFMy|wJJ>6Bl8yjlS9HD9qTk0BtD^B7gWS<KQ^AYzF z`H1Dtd_>Al9-fb&Z_~oV7heB*b9!%J1zi-rZ?6J&vEU=>T)^=x{&qan_v5Ym^^SiX z@B6U+kB{Fa-F%d|OG)1oJXJbO<+awzP1{HE3ti%NER~d6{&d$Ci&twAzQL7vay+w` zkGNk*o1ZA>SisGAVXP`~2MZ$j#+!UD6Q*0uJD}()Wo>GycU-cr*$S)sFv~7y0Cf57 z>3ZFk*14J3>gfeDR0YJ*0k9Lv_M@E+kp6ACnB{-{g&pB|@DU9k;CeoSd1Vt0e(s<~ zNO2og@9}|;p_wLpMDDFm(A-kGJ0d{ZSnT+cf4sc=)mX)}l=piR_Nqs~O1}OF%ZeVF zdb*~MAGbAAmQa?mGFg6qzm$N~GPKc&w3VhW+uZ`JlFEq}4yEcf)b2LV?C9vsD#1>O zSsGiO`^QoL^$d%@Uxj5@gEVyQ-fzB`N|Yp5{q47_9*o&Zoob2pk3IX<9<(;fAWVmD zt-UV3{>`!EvQ2IcX$#uMd-LAb&JM>hTw(KjVwP5CERDqw|1Z9l1XEiU*7^Fwm6?3R zOGalML_0}g?U=4bbwNXN_h_SoEw>Fc-;ys8rR<OR%@t*BI{2v9T%v=Ky1!6Fpk8U) z4CcIVE^L$}$49(NhsF%@XDlY?`G{pXZ72^?2-&1M(P+rL<v!l@cl1%)!`Bo_Hr(Em zvk?EV0XJ7vD|~b`Zr=CmD+>#)hq-$arH{;;kGt=&nZoiBq9;GT9oZdmik#_7ZdOyz z%4v5TYGFM<F;n@7Wc>kQt`L!r7>+|xH}etXSop#8Efh_T!$(B9wUel_m^FYNbyE0< zK^Z(Z#)NB>K8R=U1%KwsM}zOA&st>pI`R>QLwv-oQ+$NxjOQEQbUp&5z(?F}=Og4D znM(o3B5{3rz?U!W6B=-iFqH8%Io5vN)~#EywC!Ap=!^TGO&{-wy6A8OadodK=EWS{ zWWo~|?%s;JfFcW-ux6a->}iK+(>vd^+7)Qjo($skvPaQhR#G-n@Fm_4y)bT_@9D-z zBeKp(#%z1TNblB~wx>`#-H<P6sjBc3TZQ<7Z!`M#HJkz~*0ui87Lqg{aoHm5rq1M6 zN{-J2fuq;OJwU$^Gq~DQlvOfXZKwmkZ=1DUogNnEuiIQ{-EXSZH0^rLO5yJIGph~4 zioL%;BB+747zqQ(S6E|KYD!=Y;~Qlyyt2>4iH@rt8~U0;Z1<q%6qa?IG|!gE(9)gQ zS}b=Nx3BPNYyDPh?U^x>3<?Zd7@0D;8Fgv8+mZRO9hPGio}k?$-8Zmzr>YC^5taK> z$87@go94AW+}ju*4||-Anwn5e*Eo?I<J+Y?)C6zkBPvvgs=n<<Sz)w7V_xoXTc9-d za!JJe5c0n0dkxcoH};KAp3ZL#<FPv*yGBxKE*o_9ug0sTKB{h=8X6UTwU-0+v<xA` zNtcl_a1*qgk8qkq*|i$VkXb&KbQCThgA7{@P4G^1PieY)6r41e-yT_SCEF-{uhCq@ z$%=si$*kg1nXMaVqpvixht<JRXL%0J2OFwD7tV0^<kNL(^=-ZV-}D>pnNpu}&JCp; z%Ra0&rDU73Eyqm8kten7S_m<gh2bbzb9b>8=srVM_#uTS6zY@2=iL>_iZLTu5phlr z3&KJS+DC&o2-bEn-RqhYaN1$;$`DsK&Kj&3@9`c=crMvDZ9w&=TFY&CtI=S6qF`ED zx2e-;b6TTH#*>+z7B8_UU+gBHPDWavelN6^HUqErqBYj?5o-)w1JYR1Rj?9${+_|P z!RggwL<!bO`tG{w67++7wd+kcZOE6#WHjDt)?HE5tPy>$=5+p{wr4c6g_nsMc!gXQ zD2~<X++)$*^WH&(eyE&2QwhtIwx46Yy)G?#(!9KA#pf^I%!RRXZg@pg2?|z)Qy+Jd z(fNW^#S~$+($fZ#QU=s<_<X@gRA?sG@})2CeUd6os7g0aw@mY`YwS`gdC*<4tW4)@ zy>@-{(bGfD#w&~RQPkK8496Vn&ysf=poByDq+n01`{48g8)R6SI5kmd(Duw2*}Xs3 zTejM=*LC_$vjX{WJ@u&lK`*6-T+hwO-?%6e{mYwyOifD`elS4&Abri}P%<$(dHlpB zt0%emavAgq+n%zo`uavvs6KII7;0E=aGJBK5RPs<;k&e|?k48WY#)jWh0K<_Rj(&2 ze`6PfBsZkl*jsQ<7`rLdRJ{+*+0!P%8?t2mYe>smGDs06ji>@F!$(X|;BC;@Xazua z*b%xue4>Shft&dVstKHg6~`R<{hxW~#|-iF=jFm;zUftRLbSQjurfEQ{#vAI`*YX1 zwI@%Nnfd#liJdlxI(#5GV))T=FE6+glY=EKn}S?jNUqbt;WX+;NO79Fl=b=j*GHzz zdj(zd{hp69M@y>iEX-_F>felZqBcucCT*dOd<h>)R5?a$Q@R_*F}GPUQV^xlutD|K z8wbr68T1DV?XVe6$c$!2B?afbnXN4-<fR!Z<=xPplscSQ7p8?&y(^>a=+Uq7@cgZP zEd$VG7-uWoelrmc;b_C3_=t6eTO7u&sIn8&ZgaiPrJK2mYIpdZ`0T9lX7jBxh{H8X zz-4=oOe5a2>$bA1nUTD=fzn(<;-^V+fOboroNoK<GY_g2x$R)=$t{saSFHCV=ni0@ zm$iN>Qy(fv4e4;j_=sAYd-tPLxK{Lo(}UqB*ry5#-qE!0=5)KZmlm%UJ1Iu|^ekj` z0ax^vrVT!yFu@sw9+0FbAvaPmzHqLvk|4r@1`XI)A2-Jr-)yiY`)az%Y#U$CZ5(b+ zH@!?M3wfcMt!o{ui(p4rIVjRb!wvM(SalWso3lIe!fk3*`czK0?`-pTYjizsaMD<L zL(ZYEA3l6Le0Kk`APfrbAu+C!a!|Yk!4y8?wPctZNF{f$+(0^h(t;zx-N{Q1+`_Wy zIrN!(ZlF=k>_m3Xy`jPxIgMv$O%1Q#Kf2P<YTJY1<EG!Rl0);MAjpTiF}rwA@+dgu zQdq{<yD}T=+wn0xgLRU6kC_c!-%dk?-Zj&D$<|7^qH@r_`-$JGoVUxb)O-?{{IEUw z)~dh1P->)sA|%5na0wrgeXNI%I3_91j>bHp(Cma4^hrPm>`HUzBhprf@=OWQ096eK zJcB}!Y*QK+fHehePgoZk+hQz+{*1f=pbz3#uRtBBVmmY<PnP7>LbDN6(ginqDZJ8% zkJusiJ84Q2U<w~`jyy*6J;d1lhL6A~EXdCgKyn^7Lc_#H#sf=Zac14u7yl`$`gzX$ zSLWA$_Fch0#0J}#A3#tol6Go(5=g6dY$2vak2X}fvy|9OlHwfgyD?9Q8uHk|N1QAQ z^uuRg_j6joNNc2P6a3BGZWyKq={oZ~T2h{HoXp~O$7<S9Rvr6X=0ozHDp8?RU=<5? zC^UQoMa=_lk_I0n)PT5g4uEB}I#-I1=xynOsNlAI`iNqw^ARP;Y%%mGk}KK?Z}4PY zDi`3GO~Mx4o<4pYCZJRqMIU_$tsi*Mt)e=fPeUq>xelk=t7lhSVCh3rh2jg17#@0q z$T@Z02%(<0op<oNaXY7ueEt&4nExh*{?ft~_pBhl4eTLGu|!_E`b4=<3e@jhn+`Tq z@<+T^b}5;a?7V-Vh}`C~H>oUi;p5rkzDtSdceL0CK+`4&kd<m%CeQK_tBBfMSzbbx z)`}^GyrQDw*0Lj+8GSW-ob2TW`nvGiyI1UbbMn0wv#u6j{66USR?JgOUT_7TrI_|! zxJTZeWy|ry?xhvpGhB5BE8G5(CH$hVYhTvAb?G}(-ZoMN-$krn@8;3+YVT7%qV3t4 zjX7p<4ZJv#vkIQ<%?#ni8UVzxd?ihd5~`&Sb){IB(S?J{E^jg^f9iH~*_E{?1a*s^ zosX0|_*8qR*kO}ro8BRKCzDCYKqQ7MSIm;)sEr{Dv(nd6CMKWzmQpFfbI$b4Pth)x zm&l$W9(zEl-T&60I>lK0UOxAD!1Kp5jyM*#gdGO2IAXBWa3%H<Y9$|$M;a7I<<*6u z1~=|4#DC!<oR_$$WixU83xUTi)SDK{%Ab9?WjK(5l7Q;Ht0+uyPoC0~LKWc}JVS;y z&%0;KN0^R07hcB#{CbD;;+?+;=(Ri_VPUxHJHZK|FrGkn0P6wpasz61X5cMb`yaFX zKW6*?>i^wb_W|5;?h#r<Dh+s?&fPtv^)7px6Q0BoLo&zceccq>A~LOc&D#d$UE9RZ z?iY%*Lsp`?f|-EnPvx6YZc%b1D?vnV&T^eRmuWtTM7WaOE=k-S?)m6GXry|OVVRTG zR(>E9Q4u_dsag%)mmf$ZRfP+p1a}7WLWv^ga!X#V)ofrG)-aC~(cN4^--7;)%L`r+ zDvw#goK1oCNXhGJlGdzj&JM0Nec$N)3CA4TB;`Tb>a_mG)Sg485z-gqBz7Ho8TI<^ zlIUA1Z7$CRtJY}KQp?NCWV~LVI%v0C;1)u5Id<&7LlLpwv><qu1|361a>evd^Kf&R z<*b{sf>kyh6Vy+cL-@(dPa>P@O?N+T(0Ir#|EPg+L`w+ms=Bx<;j8wi3)HF1w-i`r zCa1SuDE?#uZ8CqQu70|ID`n(Mpe<B!1vNay1zvhSu@Fw!sWPWX`ej&l5CjBPexi|k z95}kg(?Qb0j$DXd1zcm5N(E^k8Iz9=ha4%lK2yZYga&!)C(7fit=Rsy-^RB*Fxhre z@7zd<?E6}ck9r1ZG)EfiL6@AA<!JfZ4xz*Ll&Yv1*%v06#oO!I8A+KvJHNyzSLblW zaFQt@Q1AXG>$~qvNiNARXWLrL`3R%2p}4c7ac1h~oHI4%>8>C8o|IzhXTNPvF10wg zJ(;M-+7G7OMizlC46l-X3)is;cewl31)a;h#PqskMQ>pim>vFdVcWAK7oOGzI*e}2 zQgt|Y|NY0u%7r(hM#5v}W+uP+b#dE;o_tDKHJN5*7nwsU<1ihZyFOVO-$()pVUhoO z<2M>OLbT~Y_0Yi0u2#P{Uw`3yWBz!-{Q*&#C?kRTw_Tej6@Js*JXC&kbkh~@Ck;CD zihRTY<x}CxR}%_M3%^EtGWPCO8EIiDI#0IH<(b`W*mJM3MzmKUsXD<PswsK);)<4= zpIubNG)J=ij5gMt#8`G}3rPnzUCFLK?(?vqq~K!@HsWZZM&*~T?dNHeMMsz=xvlwy zZ&A{ufyXFD<m7622*oz>!sKYN`oQFP!ACsCxnSl&AaBzT<wX)651<yrPVo_hC~hQO z4s5Q!Pv8Z_j;v1(Rhh)K9thq3eCa=4DnocsC!|^8K>im-4ZI+uC!kbc^{RFk9rou) z=bfouGJJ&FsnQ6Et1BKW?te5iGNBnqt-HAKa>@F{8*PstpN^UHhpLipIK`c1#9c|+ zl9#5i+zGmAi!E!(ew`dTxeuK7f2<xY@W)`5`JsyL%ndf!$48vA0>k0wR!_P_U~R|0 z_w1UlErD*qDy~Ueljcvf)$mGP$k>yIw(d6YJ<oWtwnTeK=%KeAE5kv0xe2*5?xBBq ze%DB?<2%3WLKso46)Gy_S<LC;={@LLFj`!ES0{W+ZZDv73P7gZ)(Xb1ffo*aT{1-A zZUAwWVeW??S2W@y_V42G5d(54c3%~8R!X=W{7I=>4Bbr1C2_?yneMz-u*w)8A!I1) zDyJM~^(i^Y%%@{d(fPY8l3i`RRhvvc1j}5n2~co|5S6}L*T#J6_okLvGR=}J5Yl-6 z<(j>ng0XIzTjpub<<fiN40Nq9Ydf+Q7mTDG?=xW<wUeB1lB}Q#CS|3&fvHYtnQ94& zeAy}f_>+FyFFNFmEg3HkRu~uh2dR2k>8;QDY9J1#m^tgZ>j3@^QIwWeNqWdfh;c3G z=z)iF`)F-ve0>htpR{amRlOU9nJCWB&MWmS*cP$A&b?^wp^CVT_}3GLWy!=d->2$T zUJ|T@;qD{R2$j<zR>TdgXBpwEtDyDQachj-UhXU(IXa!vTrxDd<0{V6VD0AHnPse` zEqYgsU0EP32GKmL`qj!!i5s}aMKp<+A&tR(m?7D$kW2j=b2?zMs+`cHzSRX0`ky(f zu{$m^=^wH-9T$0km?PjYf@MbZ^r{;+O858(7j;>zZfOpYb7b6MX}pE)v)IOKyXs5s zCHAUIQA!2XDq;?w3ng$g;3hyQpbJ19PN(G#mVeCj7bE9SWoC>AZuw;1pOW#-CpvE) z-Rb?vpdmG;J7meJHOg<_zQrl9V!)7Du_S4YbxDe?TEh1zB3eixmSi;(mZi_vgex5= zh^`8h{xrhyUfz^>wQ%QFo%JCjclysfR}Yb0MeMJt!4%>ukt@F9^W@6k_<C34geQ6~ zb{guPQJrkWZ2c<19+QwtSZUGiVTrnVj`!7x^Zf8{`*PlKt@(&8Ey7UOY0_+x%|i5h zJk1gcBkBSIaDN<=Lk!_4_!gd~?ZK=w*g{p)sUf?x$-Ajf`l)k!8ruysA})8hw<#P} z>mM+8yK%(8-GdRJ^9MohccEbHF%VgDxspKOgjkUPu;Z7bTl4=vR#t^Z3MT-1-BCqH z^1_oq>}}OK{heIoN^;YLt0AVgZ#*Ayun+ys9E)E8!0dU{_?$%(D{vVfaTV;?WsGU! z7JyM2fExN(LU4_~Cr{T7eEXL<^C1p4>5gTA5c@KCEf9gt!LcI%Q=yZ%l1lK=&sA_; zI+CYULI6qh&KdB9Agn$JywWW^^<u)}y%+}D;<})&IY)4a`O{xP@GwIz?D7nT=7#+E zh}8K#pt~aKGlA!a`?3*Q&;{N!0iuQF>{>BP%$b1q=s#<216_yHj{!s{b{LD=$VU)I zAf^bio@WYz{<v__ca%0rx+J`yjeme=ZvDnbuuar_w5kF>AsOx{5!8fn2OlvTVKWNG zs01XBHKf^RGDXw#n@9t(aI`!X$J#8!4a10`#yO^Z#P2)DXAh8osROr=3^gpk4unZ1 zKH|4hLhC9T%Lq0lBboDXjQp1(Vc66_=Ot;j7#U8X9YHP}W`arSh3Cl^5xO^Vfv|oD z?EJwbPn`oo&6sRWV0~x&zi_q&S_^zo3mTswZ3ikf=5k=@zp_E`1$Pc`(hpa-dVGYV z^L=R6JTvfR=SblsxU?Nrv{B$9Apf;$=QFVO@K`Xo%uhgc9b`@O8UcVlCq~koQw-fs z$S@q(o*at!pL+e6l!k%Ot;7}eq*5mFbkBpV+W;Kb!m@3X*GTKK@O$<)MTf}kH)!*~ z>{OEW+ANbWET=NAzRB1}bS$nT|6$>dv~P0m)mCH0++67w%H_7pZ@(XvdI=)eJ>aJ; zPZl)*e;mBE$Xlj#b=)}z<oft9*RPWW<RlNbn6tSVqLtL>EAIPb6F;Y)3Ovt8RNY6p zda_lLmh%y$c{~?q!qs(TJ^^BP@c@RyM*uIapJV&*5vx~&e1=y;1IRIt<QgMs@A6O! zj1Guq;l)Q(qg(ihH!>)06d&=PvVc_MBi0YygGPIS!|Oqjbjb;@WmyudhocI&0S-ry z;vS%7y+|8-G9TIOmfCprqN7$`<POVi%4L$vhGzwd3mGWZ85<;b;S!0ZR0PPw_MZ$a z@6A=I7}@A!vL-Ifr-Op_WEjRPHC&OB5Fez4ye=3?_e49D&Kd^tUZ5^okWX-!jls+W z)=K9Acg(R)qL|JttZk|<soE#bjwu1Oe6<^eOq{3Vjl!K0u8(`_x2!phx>>9{N&-XF zB`_p8F*Y>a%}3NY=+Kq!dpu{I<S5|o^=~m(W(@WZp*e>_)bW?M-4-AZnd3*VMmeSM zD5~gh>i^aT(GEjXnhsYqcF6NS>H^_5X$b*qIcU`ZOToXJ4Q1Z^BHa`1ZkV9eY;jz} zHoI_5`vN+9XXh#NZ$p8Ii!&`Np^8nQ*kFZ4e;#NjIa+kPQB8vLp$FvPkjuoa+(T_? z7;)Ekm`l4cjc%$t(wgG#J~C)CS@va0VC3bN=-~#=C@diX=7pgR0bV(UVuhjx&$&P| zBX7afP8#AP9y}Kg3)Fxr^njuz#yUBqJ`pw`ypgMK5rmY*`uG!AVbwSDM;NT=-wHkr z-#2%tCAaC{C@9^%_v6{bsV%$09`3oia5j&R$d8>6<#_m39p}BqDsgtR;s@{edNLDe z$vxj}@Znl(4@d(Db!qkB@bANipBLso(SPcEhfLX!mz`g_2RCBpE>hSH{n6n--2A~K z5!mqos2jtKW2tb?fk-Pyl(S)p+S8b&wBSmjAbl<?m#W{hx=$@HEc1Y4K-z-|XS2Ss z*Ch*@T7|pb%m`8?zY_kHD&zim^ORqbU(lT&<VB{s#-^_gZ|t?}wYM%)PWf<cmCmg* zQB`TbZ5OBwRDwQO!>jp-ZW8w}AJN`&C;cmVp^@stO~nt8c=2GS;CKcsWn%chVDNv% z<NxM&;#FQDG&}-bfH=BqLDD&{F44J|lP6302qhJcJUH?DODOhj--26);eQ9-0*oFe zaN@^<EF4_hA_{$te+z`SM$hgr_+&5@#gR4u^efpTeNK^RaTn^-K+dt#zF<*Hp<=Mt z#8$$8g-#v<*YqE3(&#>r+g>#T$w-*DjYWZ1g9@0U+c^-aJ8*DxA36oVXH{spf+)*J zbcT<@vAvxMP{mbfxcM?_;$}9$@BVLRA(jG;`&6fj#HN>lEu1(I2O8Yaa9Q2V8WcC- z2v8@4k-Y6}!M}xZl|O0gFe{!n4HOSTBf}8+5TaZqaaQ1l17Efpi_Zo3E*C?CdZg|6 zc#m+`w@Uxj4QC<NG1dF53(8(h|E%3AVY_P~=K<yOetyN`lljc?8H0%)xtxrg0*$)( z?wSvs`IGMI1n-F>LnN1Q`BQYE2|i*dQ^=_OOKCZgb|cNx+0|3ZPcde4+bLtqhV#`3 zp%ZRRAkU(8B%ycCRgGcA{nndmXRbwQTttm^%9;|aSbeJRu#$8v?Qs3rV8H&!-v{1E zw4Dv=`mCkll^NA2Hk9&e#FKONL_U}liF)U)rzGwM3VS4%GB{=?ADE*HT?+#6ig=pI zkWfXq09AohL%4sFa-VX%tbJ3BR_0za?<*oZjUM+4PI%Z2y&4?Hcz4$0X{J0!tByQR z>4NmPcD+xhGPI>bx|t)+A9wo_vc^ZbhD|PCdXe{P+JYWlNWDOIx4CMQ7d6&3=PkD; zIJl^r#&z>|I?$MyWjmv=FKg1n&GYwPr~4rv?uKCa#J(3$uQMNUcuIwNDCHLL9Ltk1 z(Trg-LIfH7R}7Zn*%LQ4RmD6>59ka3^ytHr0**q+2hjPNdO%k`($0q~DthA6b&Kw{ zsnL_9IO=|CSj+~C9XINtg`|{Hv8f*0@9o@^S_L;0?%kc)5+JEksIEpJ_;YcuQ>!%7 zE9ShX-Cn93idD$Re&F_Y79?iQ7>1604pm`r;1x0HmkL2lE5w~6ewtD=rlmHVdUEls zaL*)rsar?g#jxeLs&mEalksTcXEd1%3ynT|ay5tBvhwcm7bYXBe6rCgAd@f<`21H$ z<vW<on+9OE3J<_67?OkJ&gdG-)KiGfvzRg1sSki`CDdiC-t<p!M_2-qesXWGO<)Cn z{gj%L?@L?heL06}&Om9lvs;VlPjPS0DWmfjw)T~FYhQJwV=UiyRFk=pk2CWp;tL1- z=VbRTR^SgxkN1FV_YL;vG&lp7S3k7yQWdzo!)~{UBaLdckjvQ}R6jqzj>+=EafZeR zuW_x$?L%UI0WVKw`jh9|*f&=F+wqwbEY7iOb>6r<<oHNwRQ_~s0n<cX*jdG}Q9{iq ziUGFJN<E#5E;#BXlhjGBnYO3HK>cyBXGOmLy<03o)o<@}cO6)x-94mB__S$vQ|m=7 zul2(t%#&C8=L_xgX4l~Ltn;y_wbo%AEvx+dKg@UAwjT!=`18JZ|ARWjf2=zZ7*+q3 zXiB{LYmL?AKlb}`|G)N4sd3myLj@BI?1wNST`ufni2@d{FU6%&ZF|VoB){RP1L9&n z+is~uwnLW)-Ow49=5@}YF=Srwtt_J4nP<!AacX7fF0i#ou}U$DoQ}uu<1Z|%vpYvT z*&?>2ztv9Z{WLk2d4ZR9c}~`d>BdVjSV><;IUJ=s=gM76<)~S!CjC~c^(@oLOX_UK zDQ(TXp%>|xjgSj;3z=J+=$L_pSfc~e0ydXoF&Eo+mN`=0%y;V-vkXs}dv9HdjAUe4 z?AtDo{fp-E{Mpm_&H0mgK2LmB?$O-rn;KH3@<wXSih(<N&Dimu#ntD+DK38p?A!w0 zQ__fTAV_`Lxz!Z5;y2O>w_j#~=t1QCQ4?O^n+3e^d;HWH5c1O(@V_ogHF~mk3UL!D zx1foWfGxJ)s{y$o5(Fa7ZlH*uW*_~FP->_HCf~m$dRn7MnjL;Y(^i-xmjTTteJe-8 zD;+^bTuYmV%REuD#4n*Jh7Dk01PyMLFi7VcNW7prKH`Ys?Z0!lKWXZMA)v+njeNv7 zgNq9uLeBRR;7a)g<eNQ~#sTN%mtdqp;{9Wq<!mMX!U(FD68C`@Y5;mMQ)Ulju3Am5 z@Jt9mRzGl9t#Kp}35P>`>);xDBOo2WBq)I)`H>HwVU2==nAM_~%HNP|a|K7_!Zr%e z7h+#DDXhRxEqL<YbH|Xop$c#-hgS~~*lf@dGb<g+*+2v_?~Vx=eaSk^+*}$T@l{8h zsemoKi)46QF$A!pJsM?BcZQFx)BlWQdkFm^rI3DBPrqG3azmA&&W6Cl@U>s^Oh3uV zA#jIchmh<!;00|(Zh)lTv4t86`aqcMxDH^G`*<#|3>t3Zf?MfOKw+cTdf{nio(tMN zB+jNR(yV!Tpc&XHy8ABZQ`(DXTeDw@0^vXfuG#_ku237Guz(nW-o)rq`aCbx2gSZp zNca@@U7|n&sME*d0F46A)3xpFbjC9b8=)E$ZyW4QwOH7ZgQEl1Ws3Ul?}^_Lo;N^v zYry!#+kA(3WFG+W23r8c0~OI^cNgmP{81DyFl`|iV6NhGsEMtyU;Y7lusk4T0XiKm z$O-|*XhUp_JLb2}778dz0?Fb5es0JaWLIX#s56qWqZ+ycvCRw;IPgJV0(&0CQ%C|l zaG5sPUkhlW+21(e(k9&|LILty0c=!sgBFqBJRD8#>=tjVf*4z>pxc3I$Q8g!jUYZ^ zDR+2Lg8`lo3Ks#3g^LzAL2dkRg^OSyocaVBE*6wWK|xt!jvejbvmC0wkD}t?$9{&u zoCZxK9kBa0T%+d?X1jeqhAU;^7%~_&aT(m|kbE%4pkz9|3rx2b#=3QUL_jkb4a_4@ z7yb?a{~L{h|HbA)q~8COz$VqN+FG`Qid^U5(y!N+H$J)5_b@51<9URwtGrC)*7{X3 zLk9GkKnQNaEGMpm+fg(N6poT>5<*n%V(A?0B)PUcu&T0ZAI-CR_t5vt*kswu*m)!W zmtN1$o{Bv#a6w>xI=oC|fE3~&@`;G#9-`fkrLGmS&W&nEw`!Fe>X+(|`$#)Ty@;_^ zIJE3e#){1hl}4@_a1IbU?qGeTK?mo)0eqLmz-L?<E2=@2YwVbc-PPtk*rC>T`q`G^ z!;_UQo9Z77+O3xozf~`I%OIY4l=s}gi#E?pXVr1kvG%;wJ<tPKoaHlME?N`KH7jf1 z)3-BVN!IYE6GKNk94fZt_Q_c7xDmBt&?)pr|B6+k$Qqm2_kEu5s+lY|RGv7{60*2D zJ{)D&cHgDr)j2&4Y345Mk1xsNmF=R^0xR3r)cEdtYKG09oxel62z6Ht5~^g424bu5 z-JFU|LP1)-N<pV-5g~(S`u01SJ5m^5B5cp3oOx+2uOPGgQDa3tHJ+}{JjaV8?(uat zp<!y(yGP$I-W7v-vS2jTbEP$<$Ms>T$l9`#wGAszpSFCr27wqjE(A(36_Tg|)L<uN z1u75jWMU?OPBkdIm;p68qLYQlZVdFLhlgjH7sImomDoU9+GJ!h+=I;doJt=WN~^+& zu&gk+O+~GFo~y9x#MbFaCqp5+Wyq^iymeW`^)o>!$`w)<ovzf2r3B=<xw$*J%f`f% z7_Hg9VSDm#Z$kx_-qJ;^)4=Tgskg*M;4Ar`4IUTO!DM;>=;39$4jfYQJ!1VL4-d0U zc<mxUm3$lMTt!pjJW+=$m0{<RLaw9$d~EtXin*f)8mpv!PucM5+aT-t3?MmTlcd=} zFU*@g7a)dV6R8I9M_o_&$Yl!m3Yg#);Xs@yMlmiHAes9>k{R3AaTCSePzN8C9t8QM z9~uj2_N)8%0&Oym`y?M4Z-RDJf#^|9;3Lk`7vsls04>;6Q%ga?^v{?{v<M;fGk~7T zCCLx6>Ui@iAksg8O@IJh!?^@*sA(Rdi$eW)j|RBOplmIX{Ut{BTYpui+Pk|345N2% zLgpPCKVIESB_;w={v+(TPB%n}$2#pK%2~zkIX#gS-aX|*f8ree;i}>{$ChkHsgF zBCKxi6aIwH#Cn1N-mn;e-z^5<IuL-T(!U4bAE>uguPGm~RmOsa{OValVH|Ztz2_rz zlW<^)W`B?WJ|O<<;Mo{&hirNad^q+YG;#V9YBuf&<0n2ohl_w12g^YEJD>Feh}>;f z8bHxD2b3Pf>{l23u~P8#6VPKK{4sJyiMs&>|3(CLGeRavdHah9*(yUM);5TH8w-*t z#s-3eyfEj{jlTOq!Wb18L-F)9XDJfU@W4>{IdHgvKiT)=khTP%h2%6IHg*^{Y5_9h z-}`<-7($ca+Lm8zC0#_3w{n<J84GzmqtS_J@GWwDd?^Vpc2&6VsjW1&DPYQrOeC>8 z0hkc?2mCY(7y*#e;mL94q0$`HMyc>7ue|gl^fY~wgBgUKJ(Hhii=1`pzUUP=8j0xF z#vD7NqTu9rgW^;?Ge0@X@f)MO>rWg^G&;_5MuiB4D3yk9kUeF?!`F*!Fx4PVED*bT zC|Y0fxk7dN5E(sS5e(~)S?;qB=2(i6*SdG!Z5EC-h&)?#x(~0uPsk2kgQsEmhy@9v zBp7ODCLi(K2HpA-G~08|Th+-ynGp1t<g-yR=E-zy7Vpg2Tx@`cR`tjXe(J@s-A5V^ zE!>>$NL2dYfOW7Qny|%1QTY8gXv}%m@DE4_d4vVQEAa#P?y4#bl6xAW`Be6+WOpe1 ze$jR;fAYra*AD9W2M!;MSn;7?AZ=UHl8vKU^UJXcz$t<96CF(V<b};ZV|H3!>4C0c z6<$w_@27ek=}_L`u%mRly>+=G!w?ECLT~xV^44mi=baiK7+h%?Lmqyd+Nc<H!^h^* zvw3$cicY9N<=&g-iZz<h)gP3pQH!zX<CvkJ=RcPWuRNQRam7#J`7TLigngCo$8{^3 z11c~pv0eaLC4Z$bce&u%%Bu{_n>GBb>~AN@btWl4l%=LleXt>O3|p?rh*lO0OE_wr z(zH>|aQQvmW@SO<iMTR_6k9{wv9Fv0VjvF~;<-<sDcxSC`T7!a%_w~{ecQZOveDZx zOzy(ct)_}PeR!Q7Y5y<8+k}sx4@@02j)!4@oH)+00#z3^mGPo5sR!>bbh!O~Bf;JI z!hDo{fW-&jTx946Rv=Mj?N003&o?am6mr`y28`2MYF+8bK~gZhr6w)jxHHep+}M4S z`4<rbmF)+*q_az<-hbS?YJlXiPvt$EGLcE0RHq)ozwUF1wzUo81Sn2!F1jvxJf>Sd z<!xex>4&5xvNN`P1PEf>c#A3$N8}ogCm&i&>Zyax)oW36<L&?)UimDuKQz<mZuXg{ zJxP0%6t2aUyy{QCNN9H)XE`sw_i<*8gs8OK&FdpaG;O^PVMEQ#Y`$4|uw~M?qViRg zRR&rdefu#`58vZ{sm|0;sn{pT;ge%YLesfh8p1MO;YF)&7j6z}F$fUB0KQV8MjGw` znQ`J$$zqXbZuZ{QD{{Mu=PI7AF?aL+m|&Y@>cHq$ljxCeqh`db4fb!V8F?0faz5~| zcZ+mkqgaZQk59)`3kbSffKiDQ9BJZY@gmtP|6WAmuID2_lB%OHcl3fRQ`t{C;Yveu zA2`B0z(<o2xqk(n!LSxfiFu_QAe?6|FnA`$y)v}=!;=oJHvQ~QyW6S~rz3>7<q0kw z`E7NPr&L9S6ro6EP(1?0cx*2X*RB=iBaHWBZgk#zFZD`YqsjZVRsNgvsVm4k{NL_# zFP*uGFYxkQHEf_0)aW+y>9pSYugV?vJ)^Jt67oIB*Q^{&q60gS`5w`no!wsx;|M`n z*S#_t_ipX!%WyzHmfx1}=A#cB^R<5!UDZL8<`F%#!rf+BM_#@920`~)4b@A7rc;L| zoXNyv;OdK@ddc^sxw+TSS1_WK_bm%s9oB(#g0=v;(PbPPYuK!jwB^gQ)7EJR?(N-u zC&yfmYcn-HT4<D}Tc6XUgcy02xZNh-_4C8N9&@9?b|+7@k4nsLUd9A~|EM4u)`mng zAZ|9DE4nuQt}0ON!EO_k>3&PL-<eue7(pzsnv$Q0pL|9Ogu<-kgkr141PiqjnNozB z21Q+J0H;z3qqDJ&Hut5>_D4b4@)z`j47b%nnWPh6c%8Xl@}DsKIe3tk+=f8RBuq>} zy_}tH)>x~44i}dmsOZ~lD1+6Z3svh~o4HZ4F2v_`esaURrp@<8wo40n+!)f;Z85^= z!&OMy$$h{iR%ANXpdA+O^}U`~E|M=%8gFa+Vza1;M04`CI(E~jQra;$@{c9gK!9K> z1X05yi;Vg_fC^(y`BJZ(9#(k?3a>q8b<b=@Ma@01l<>&enurpr(F<Jnc=8xQXLpWI z?v2jt4AklIFY5R4v=i>?RGrDp*KlnsR=y~&sC~}<NImOze#|v*m#Az{r4P$I81!(i zGf`!X{IhIO*rLJ8kdPPJv^(dG<sloT>+bnI!`HnOox>aHXI31KiLv>xp;f;oGry<f z5||22m;wS<EdB^D99I2`S*;F>^tw%FxmxyTPV8;#Sz*+&O@Gx>{0)P$QTeRz=L2r^ zhw{2*HH&Ly|G0$ZXJglj&bg`MT;%niU>HB4$y|<gH(Uz|4Y2Z|0YB_-(c@RfDCh2T zZP#CjKvT+6W*ONJAxQ_7&ha6LwbO$8EHjvgvqG^guG<&)D;5ZECpbjsrAV|>?Ddm^ zMb6VVt_c$jc|NJTKW{#_J*EB4EM}sD{*l6rVTlg%5#datbimeqfh%9yYn#2$G#Y8y zc4nuzk8@+o{!Z~$>`{6gR+r^T6@GAa?91de*$vZ{ZpP8)p6*}$;kfp?-pSf4UP<@M zoPU&Z%H^5QLDF(vWYXt%5&$l`+HuZH{OtuAL1}s~wsU5<9A>=pEt$(%<@<~j(00O; z(;I;<=t=VA2nP1w^qFi(^Nl~=4okHRW)Bum%3q5=Es1fNseZZsplhKVn&@+*CO`m_ z2=e`J!T<wohdP-+26=AZ`SqUnl_^aTT*Di5*0i3(RD-)>$xWFAC0xzL1eB3@NbH^w z|5Am#xNg@R!}Bax0EHCWVEI5Y88_iBS*agp7LGdoDFgRF+8S-59ik$^z&<}Tt-g^` z>;E@=`g74Jd$2c91sR;F%qR^vt#Nr0@-=VQph1gt9C&6>b>p+j{KIM+=FiXC1p4DO z0?8!cx++W^R_+U|Dv4#{MIaWZn%pdWH*R)$i?G3?3FY$vU5uH8h$2E-VE&>uvK&Cu z=u(<6FZ2e5eWeI6jolf6Dx&d@E~jFKj#*k-*(hf50?$QV^zFUq_jK^v2U_a(*D4AZ zhJ4<3a9cL>3LrOqR9DLY7b!vD3adZZ5a1!JKe3Avc79Fd2hRNCz$7aT9Cf_r8s^U; zuaEeDE9CidPZcG-TH82(DK5&&wy=DDm0prI)(MRm;k<5r*p|bJ&-I~<WKU2;4KCu> z8A`K)s4^vfrS?JxOF!APUg)~G{s80g+Mq&xuLK$A7X&F@5NZ)O47Zn=zXtbg%_yyl z*2|16F@GCI$n&F~Sh00a4^D-mUwZx*j@Ma({J~3F!|SN8>FXp{uk??8*c<aC(>-hO z=|x|%%;`H72dvUgXvxGp$<lW#SwJQuk1Pl<t-*xOb)n>qPKr2kP~BYNlGfC6&P6R# zt+~XL^`WN1Q`IVo{SJonQqvgBB4GYwL1)eU?%K1tGUCd+^DZ50Yt>J$BlgVd`Nr$i zjdT~-8wu+l$~<PBu5{gZzQ-pUH0^H={6wKyxl1!0dCBS|XHLuQd7GvJjN`{Qa>REk z3v`psyzYD1g-vz+qq6Da?C)hI0`$QopTY@(#$?N7te-jVE-Mkg(l!zuXRDNAQRG$Y ziEGGtimtSHa_r^#zUbDp0G@C+GSg3I(vo8}hRT^t3iEr*+B=Hg)Rdd7R!*)N@jI~F z^h3fZH0F?t0g1lC4mG@b0K;Yj8YF#lkS?v)qzeUU_}v$@%Rig)fqbkp;biOA*~`56 zstNoOyjP&)l5m{Xj$(Voj>(l;Z#ynU&URKHL#^<eh!SHc(TQszs#`mfBiq`njq>~z zd}(J8!o4lW=ALmZxZZ_8H(16B8VcyVPeJ2;yCWrS9`W@+yI*vjgg}gY(TwKrvo+p; zWcqO9FhQj8&p;77@+Aw18z3Git_AC#%Ps@qlt?aLQ@FeKysvhI;Y)(mDS7P)qLR63 zsXNIW_joAOtHH}UVOP?(6y*=H?)4*$L}m^pFwK}F8u<AJRN!2(0IQwxmBR?X+|*0< z>AFag-1c-RWPW-@BDU8NS=AXg2hiRk;rxZ-H=A?R{PIQ11LbJHBRdKUN|=WJ!Ct-( z1C8%jclsm@#QWQix4Qnm5XMvneiiMCDKM!?^ci#tuG9}-GP_UN>~nd%jcw#E)1lzA zmK)q#o+S*=)&%G;E+8=ij7Oh@gu2pz{b{Rj@=UXKZmgr`%A}&Jk1)POl}EMetKm>V z-Uc4-k#!=Wv3q)75iaDN$Z2)K*3i}ARpzN&Jzjp^bQc+O*GJN4)BW^U-NNg4=DdF3 z(Wba|c;R3o@uCJP;YRcK^Zi(c`(`dBhY}C3c9ge4pZca-cQ7NfAf8)wf5yP$TxeZo zS=Jk?D-j_!JKSHvgp;GwJuS?ccG9_W{i?n9U(h~68-zDl_-xv?_jNu8^=Rw1D93>A znSks<qFXmu3(;&S&()!U{s7&)8J7}fi0kXj6w|UwrF%{*Yz1!UIO<B(?Z+&KDu9YQ zY{LT74?`}5Z@XgL;6|X0x}yL_n=o!e%|<BiI>SBfv8Cpmv-(w$pwOJw^10sK+!kp} zXm-(#53^&n@nBnHfDg1AMTUkFNfRA3rD~+~RGBur?B=rd_2kPw2PEQ~l62q6q`TKW zOA3CalE@1ofhgLeIl$#3Br*(y)q~sCdbsOPXkx;mj(Syd=I<UOdT8JV$D6%LKdHq? znvo}{d+-q)IRa=_{2cm}d&)N{X|373M|`xEZ5oJ<-AURqPG*Qy&Kt|e<Q!IX&SG?A znzRwm^Fm1jFUjc1NV>B<%laHGV(7O3;UiIVgo~e_3?JR#JJ=<5Fy8x%v)(=p(A5Kk zr5{22!%k#q)x|Dlu@RR~kHM4l-lz~P9y$9Z=?En`b=^FXr~Ki_rG~!keV67i@}L9a zJS+BZIZ*~ClYJ)K)j>`y4L3U7emVGor1hzTI<BIE3~cf-isnYjNBxW6HJcygW*4ez zpvscq6y*)MF^7%6CWU{?U#HqcFLsa=HrP{aH-0jx6?MbnG-0$D)Ot~Y{ZL_2B4_Pb zztkr!;rrgKN4`=1MXg&pj0xS`+alYdrKeirC&SBUfD}IpEp}tV#sttqH^)ndzDmRt zia2U)Toadhb6tCQ#zYdsjPQme;Yhc}2zS<;OKsF8e{7iER&eujOL^d*^D*1&Re?Wx z)RbFC)yLDjXpalMET&E2w8DD{ZwFmJ+7{K2&>IU`pt7ps=>0!h`uuwf`7cX{U_B%U zu)sgA(EqDK_`fKI{-+f}tzRRqpBrW^Ye|eP-y367g&yD;M;p1<K*~u06A19~AB&+( z<6kP1t)Paro(chcXY`pmy`ZRpAAk}pOu+vCu5#%2quhJ5t_}rwDo`G?(Z>N#bye92 z90HU<$APrlzIz`LD1bhV(3H^V;e}{;C6bTWjFE*pKjQ&r?nQUS&?&!ACP&IP1L)~} zdlnBTJY#!?p%_=Z`rm=$UHR2g3_3`KZ(Fs}QLOF6;Ojmw?Ty#NT}@H8IRx$4jl-e5 zU;_HKsP)0=#l`*$@(Z0+2R|E~08c|>Vjf%6PP3Hfxi9?zB`nf`BYQe0!WV^3Gzlzl zoaR-KW+VDZ7hJE9xZyME>;-nc9cYP>2MdCUa4t$8h~XrV0o1VSKvtauVfME?LJHXU z1jRT@0a;<Zc7~5In{pc!{#i}}1(_fFt9GFncIQdsy%6(#BQ!kh2#tS&m{l+TO_B2k zREPs;<RLWvxd)(;!7NR9B>?Y=JwAZ-pYDW13JLMGP{RahT#>clslv}Hp@z5`sLKh( z+sr;d+yHL61JqE(DuinmNV8d+fLiv`Hr;X9tX~=!nGen08o)1XDGGzj!4S5!l)C*w zN~y%iKqK2rba)RpDZ!z4a3FFHpN@sPE`qy%M0h1>*!3y67>KuxQ}Df$`KLi_UBv}= z>(1hX>+17qB$$-%$y?e+><I%0N+j?RAm)r&qVT#ipvBqZB{W-v|2Y?b0fHZLVGjwo zV`pX|98+blGyzVe*ba*R)%Nm0PNrsgGJ)?zo6&K+o1hqCrxh#;H3&Zh_zocbvFKTk zWqd^B6dEM_?Sa=m{yeTPRlrGD3WeNwcM2~YjbSVH6CY)v)<VO#8yBk^dP$=XNDTXn zsJTT~`%lEKd9H|xX~$)ho2OiJz$?20;e%$62&$^j@r6CJ+tA<EUZ>f(Z3*Wi;vlvq zD=j!AOA35QN`oI`73g*FiLex?t0Ect`dVd*%rYCoaZ@D^fw>rT5a@Ep(S7+0LofjK zoexkGyD@AtREmKqu*m_SxwBs2{zZc6Ctd{#1E2+&kO{W#FC@Hz1)+uwG#_4Q2?R%* zU_e{I9}qa(bHJG!sV)R{rKf>m+H>s+g`3zk122{dw#k5FD5e4Bm{5dkS_t|RLXpc) zQR@^`v6eL4><M7iP4L8zHh&wo#R37ElKcv3Ld_q+Ohvw!g(mke-b?_wtL-u1W{wa( zB3Ya3xCw<}qzPk)r&>U0ohApt=4n(V-h&bn9NCCTK+*Q&7W6zNp{`I+HL`X;<Ofzg zJAk?G8F*P22b*Ej;eKv6n*ads&x;xYZ3CMyj0BVjXh7(udh$fC+uNDL^Rd9cMiykt z9AQoj_{%{EV3}Vp_*;b0Kd!^p?Sv2R{@&N}9GGJI42l3nbs+rI0)62RJuAd|LIemc zg`af_!R_t1D<N?ej07#gTJ}-xnW2e!y8(1+_03^jJPq~xTv5JG)y7gto=d%n{GmK| z)8wat14W@b_O^D59c;pCQv-_~Y|X9psi1?+?z&*P<WF)+dj-_6&jK!2=V>=K&JNmO z<_4j$S6E9BhQWl5bfX6IAXgN7d0*fIG{8;k1psUcMb7bFg6;^(>+CId2|)DSHYv>U z2jL)cl!oL+`Fff{V^_iQ^*>Yg10_rRKe}bTulyfU+dRyBjT$BgZiTwS(!sQm$)}tA zI5f<<Nj;e;xEa4bIb^k_FVbq&+uf$xS7|ELY1U?s_}63o(yRonwT8Z{DX#j<TE+Vq z_SfpaJgh;@<u2tTN{?$^0KS+2bo8rl*rJ#}x9a06xQuWH1?0AB>JVxH>4cn{pSumD z0I>V%X|QOdl#jUL$&)Yqk3}PYp!;C{Yz>9x7^rArQPi-J8BDBWM1q}vqV0e0B>IEI zJ;GXy$D^`i!aO|zwtA)Kg03#o8jMYGQVT~2YDi`2!{r{(Y}O?ZW(VF-KvES!jn}q- zoI08Qk{3h*y+7bY4uvQ-TFV>yk^OudrZ7AJtz)hh=IzGarEBsydVoX8&pZSDV1MLA zU~++=I&h!DxCmw!a~}p8+m{&->Cm|r#LnQg@Nza@p%TS7dKN6PAn750Nrx9J$iT0E zEM_EDU>I9)ED$ME<t&0B#?d<Nb<}JMXp>9)6KzAFe<nf-w3IcW#%H)eK_rT|1!qO< zaG(#6MWBC6M_DP0{qW!xbyk9K2X~NWS0CYEm>^sNc@!Mt{LV-qk9t|gLJhVcxUAjv z0U9oDB2^rofmq5up!XX*z>S^@A~5ID434#>5a_*p1P_O%ur1siaDc2G14sIomL&&} zQhpRAT)-|0nd<Br^(GA@!)rU#Wk8xunF#$=n-y3JhJh+J<Rw~FF$?Guon)u#?fqiK zs~D9ZR&oMJ2aKhtP*1nd;$XfE-k`{e-@!-70Pq_<CkP_$PhCbpeNTfxe<Juwc5W4l zt@t@&Cm(UG3QUr3&{Ho8=ZPp>xg*dSoc34anJm6Q0X8lUV5Hk1#DgwT*vnI|c|qLh zd_H25!c$hVkb@eOLS}Jrtmq`v4S{3>+8`d3n81-W_RUu)Ie#qJmB!8Q!cRR0>wb_t zMWwa@sMi&`gJK^&5V}1p==Cp`Di9KgzgpJt-&!xF@{8xD1xRD`0)Kp#$^Sk5CdYZn zS^+14LjWg_$e$EG9@oaKs~{)VB=(iv+jjp{USwoP@RlINe%Td-C}<#rBu(6fb^hIO zs~y&c^(>PWIm>C*xQwy+bfHLlux+@=e0cI>$H%>saxrs0Kc(4F)Q?N{(wme&;lu`> zzg)1pWN+WiPVeT`KFhq+I%G#oxbVqNxzE14$1T0Pr&$v$`TKLZG3B2fF@_qTweAA| zQCm@w-&@;%0w3QS6@P4dk#Pe7Lka><g*omU0`hbdsm=oAY0&EUW6cM1;ro*8Kfsi7 zxou#&tW)9&&+hX8vn|R|3Km+Z{&_LUPt7anXb{tWSd@~1^#+Gf7(#NyuM6`Oqq1?_ zC{MTy#nY7U8EBcu7QzF8*Kp5J10aqumeV_V0RXtO*VY7tbY^0~oL&Zk)Fbr>()c(q z;dc*}i6aZ1D^SC|0|81v#8eE7r?zktWPCDEv%SJWARbPWR}VQyK$pt(D-CzC64Sr! zy+HDuQT51bJk+x}CRV=d77)g0gy!ikVc0_d2tcA>g=RD6r52Ti46k)8I#zzv-1<}$ z!P4Qx)f;(x%HnS@%5jdh339>$HG5nK-_(j++dR4Pb$Y)Id56jZ{?DXXuqw0jpY#*9 z8)#WTUIZG{{M@r&g{J@{usZvDSO)h0t&<3&`?Gdw^3!0q-UdTGBo1~O;v)(KZ9zkr zJfM6IDd3ar|CSDw{(tRI`S^zp6>(ZDcf$;P3|T{Bsy8ooGj#Ul|Fo^O4#RMuQFs9W zK)n=N26TqC)tI?&vG9|Co}ZdU7I`cSn6ksTl{9g-6*YTG%$EdQJEIh?+6BDixUV^& z@<*%S_u~L^DD~z4YB>LfU?qQ0{+PWWg>IXKIADm6gm4$?@C;LGfIPVD>R+T+v<}A? zTxu$-4lZ|JWY}XUCm^P4<AWjQ)-fd8MBMua3ZJ1H4<E)l^MZia9>u3zQR3pRlGqDI zGp~N^a1Pi4935n-WuQko+8sc(?6<(0gFT&X;&p=r?jt=<u)KLxvzIOjn`P83K7J{L z-oh1a83IjAAt)IGv*)aNs$g2WwawR@Mt67rtM>9<-W%>CX7x>x;Q`?ou*gvzH9W`# z-f*6~*kT>f<DeAuw9HE9_8?m1#L3wF41(hDL|SsG`&hfZuv<;<PD!EK=+xk}jV9e~ zH$pAZS30`4<&VFh#nvGgj_eEvnuH*TD#_0Yzf=xT_fZTjsxW6wEF9I$HT{dK{vSY9 zgFq-bNZico86>=S^IXpos-BNCpYaXtmng}3obr^sBg8JE`Zekn!Iu!fh~rTV_X0dq z%Vx1xKD4fSZ^ygdwNE=zl%x(lj&sdxFS~BOr+wCihrhMGwc0BSb0p(b^0%5jZLaBN zhvHnhtzV&RQfQgUkY{&#W&aMkN3P+E*L^)7J9T0$N=y$I$Lv=kA_Qoe7Juaac9aP~ z6%=C!rrC4F0MQl$0`UVM>!`|Cwi?J#I1*lLU?A<@S1@*|$H$$RnWQ9hGR<sn)8Mkl zr^a7K<(Te$Vyd>mKJsV&#@_Plz5v%sB;(lcd_*B>_6;%#tbO>uf$uu7D&Anel2&3* zX1Jm~J+HeC_H<{aJs3=h+<e1ID0|sb!<ZR>k41H;b=COLn-&ihSz$x=M%Ml+VG4O} z3yn{MRD14>zPgbWc&B`P2oDq|AY^r=zlO&4#QdV2^%+&hK^Y(VOl`%fsJm~@%OuBJ zx~oZ}a|_MVJc4I;?!Q<0iB_je*z4sTegr)4cR2dy%gO731($dh*($$$e%(*>**g?9 z><Rj5J6k?0&3FP<R?pcEbS_ec@ZTS&@UP4mr0t)&SHBLmEQp;1yF_xI`aT1xXcK0R ziF%Cd-o%=QR}C&I<ABC@etrR@@t)4_()f?soO%t&96GwwhoP~0<p0Cox5vep_wTnG za>_WhNof#55-Md&!`e>5NC>47lC&8~3e_!#QYZ>hG)NL^96C5uw+>25=}cj2I!ULQ z4$~ZOzxUXEo~?UkxAyxy-|z1^^oQ5JjM-+o@6Y`{T<`0;-bFqDSEj$<7k-slozFqu z82}qFozdM4HB+>kwVq^u1_&tbA%F++SPTN*89&3<QYMMClIYg6AeDId0|>eaX}aL0 z9zbh<U&wt(yjrLaZ&n8I81l`#Zf{7zoWx(}3;3Q7q$ivwRP1McDod-BH-DVC43xu$ z@?QNx(<fDXlF~L3!vAQo=w^0@*xMsy7pXQDel=*nC8xsx&Xu45&W%Cdy|1B(CO89y zeP5yAlRbd9v^te3m>?W^_cN;2i4LeGwg%z`<oLcE-%1Gz=9%Z%$`2k~CqKBWGYcHB zk*07#)2&cYR!>JN&eE{3Dr*o{<IqefhWqQTjj23MC#2$vk3BH`LjzV|>Gk5@e5ZRe z1-jXELrm9eGdGl-ne~hi>@#)G;lzvar{^V=S0v9Y)>B+KdmCXz!g+4RyE2Iqsv@5q zucfdeNdNG~A4ASKZoC_^I(o*9n<1;!sXB$9?c_6RocGxw8>97KuZ>y#G9lu$TiMHm zN;K3I>Z5@=esq24<@mvC24vyG0~%+XMJMzS(yqT~taQe0)al-E|Bs%3hW58P`-#Hf z?Ug=o!rz^~g*2&b_)zim1oZnc7zB={g+^hrSgnN+4rB3la56bC#k7F(zhm+GcMD1> zy|uI0lYsLPZt6u5G%YRFx<t{k6q{v4lcHZ;z`ujbybu9j6{yg6I0k@>tqkB`>0UJI z8Kkz$!F-WbrxDSY^x+}+&RBN>h+6$b(gSn^9GkU9azgNe60GnfXA#F^^PLY5yWw<w zg+lbDD>WBVgLc3CkU!;?Q*EWi_=U$`$Qd%zTKJ_q6&`f!AJ;xH*JRz9n*7k!IUg%6 zqP*uHxk8n9d}`!)I^Xqz%Ixj+N|vFCcTMIN?|GA|8h%Uq&=Hb9elk`-s_sWlvX#iw z+yhbZGUn(HK`AtVf~7-MAFX;`uolTp5JKR3sAvs0b&0d2Q%)<=w+f(4MABtQK;nQ9 zOQ|Gdz8)q!;K|)9C)AZ)3=yVL6N0AIfSc_g2$jF7J&*TtG7xhi1|YIAoeU|&kHYlF zE~rjNa<#SCCGcwmmxfC*Y<REG=`U0Okxgb{0Q%TF#vdrNwU#XGYUG^6Yt)1{)2KTa z-Pb-z){H(Qvtr@L=VzmWJlmOvilZ~%#g>MgSwE%fpoNRg5w)gHuc(EE9k1UXq^vHb zZ=Am%@YA}3kF1>zcpp|oCGJkS(GqA}#>03l@R>grYHsV;GOdO*(v!$p&GI<uHI8YK zN?G|h@rlh+6aI@Wc?<Nc7HW?57~wa=yY}37?SU;=-~WBH)dlqo!?#W`{s)~t>b5xC z^|tz4Xzj<EloFpdYG~l`lUvqBk9gUxWU{_?hOlJyU(utYz4fR+_0pp@^t8x9Cwna# z`CtK}oCbRFWZ@^#QHT_s33NdKxYw8QS5Wk-wS?z^R@E{+1`Cz_?6n`xLXyA8GlrKh z+zVL`m)RTTTDt`XSfQPP=&>$k61Tn9|I`7O?UWXVp2Y)J;MSjj@xDGQyMDw68TI<= zkR{p9T}U&<DdQrm%<XD{&Rvr=x|%bUW-;3}XIv`Gr4_u_8{tYEQ_J@JkRv~L{loo@ zQR>d?gXmW_r!K8eO&<81xe%?6Lx*GIh1Nx0@`RU^fbe9$;_T+N&g#VpLs7k<<qXel zCB~1Ht*5v>>B=#BBN*;U&WMx~g?de?p$zd1X}2!E-@5mQLd&!VKRn8pFU`03c}j+T z0MWBf<_Po5P%oV)J&G%Jr#HmDd=fi<XX+bU4~xP#!<0`v36{%pe{w8ovSoUC;EB0T zd2{C5ymUSizxlxDe+qDb^#Tss-jR9Qo9KekF;IXI&8#yhEQ>;(KJo*EeN+#|yg=ob zc+GSQl6xc*>E_U}b1D;{ch?(-RNSTTH-j#v|0${^6YA8!N9}^qnUF}9*XRk)Y7+#q zboc_agVLBm&<ChOxV7;aC!EQp-{ejv2BH&msq)ch%deM{qj!(;**hvOjg@};^sdG6 zKQ_8H1^E=7xmy&KxhbIRs{O<$k69shT^`gO>{UHe3-qJr#$IwbuysqfX5LWe=ep|7 z2?^$@eB#d%?6U@miFeG4kJ_t>j7D%tCPnTe_O`SdYR05HdFZHGy%}#~a;N3!wG(%S z#IG5VP2K{(W8ZQ4W>*ce@58eO^n2e>2*>mTb8DW2YDR6?vi6>d=0VpB(<^dsr<p<> zECqb%M1<q3u+>TJSoS@-XabdDX07grb}Xw$yBkPX3n^I?-u%ZzzCi1>y2Q<rb_3zH z0#9|gaS9~9zy=0Drf<1<5V`Y#WKl*GO{3wZLXzl@LXV3o6as%Ag%idjb=K$L)Tkg` zx5QxK(0yXC&=+ZLUJGEMOLG(IO9Ocw)Dzp|X>hNLD)MP8YXa|kt|FF}NDvMClor8- zUw?*0I)gK}2_U7_Q&gbpR(CUmVtNyjD>oLRXKXIg+@{uP1fwGyIY)BLjZcOWW2#Wh znISmIC+0Ic-Ox6<&)!6dB-rVX4POXfLX+7p7zZV+h337kBN8LribjHP><(;=%}WMn zItrU7EF+Oz>oBB>5iv#$f*)h9xLaN9bMFr-j}bxwm&me!<a_LfGikyB%IWZrjDXt} z-A{M1gcz8}hnP>lYId`3jrmBWQ%0LU`o1VsX0QHb={!5zyX()`+z)ARax-vIZiA@1 zBuCycWjSS(&HU?MOyw;%+$~Fe?X)@fW1LoH`zygCz`g%j<xJ3$IR6`&9oP1pKXIt$ zes~}^!P=X$jHx=g&@*}7p@Wvo%j4^nW@lH_A5V#l)BNE%?VvS4k*xJJuoNH*CdYxt z-AnIj-BM7DMz#iKrjm!H<aPS;5r0a@RtJW-wF@fbjDecP0>~7HKS1oTEi1;m{=q}L ztsQ78a!5s7A$IZ2R(1T~Aie+&SqKr**tWMofl~L+K{}ScAvM<{1vdtcK~Q^R5Lf$| zxpT?YVshBAE$TvrQJc9DH-)z4ZNk-y(YQQ4|3=np<6lC|Co+u{r|&mgo4>pxyJgHU zPr;+7`iqlPlO~LBT7RZE&eCY(weZ6+F5zFEsYV)SZf+mF_MWNE^`@0^<{OS3?1_Ez zY5Yd2xh4?ZrLZDkFaec&^&O%tHo|L_=thb<lMsL?>ZZ!BO?W#kusClO>$P2u&i1xl zV~Taytuq5ArB};Fx>62$?|!9W|HXBf<M8!oqLnhQ%!&wpo)Bijw_WsUa^ZfjLdDCq zv-Q`$e7#7VVb5&1RTgo0sjiunf-4H*ci&+|8Id~|%&`1v6Odg3@)+SNc6L;aXo;bf z^N$Rt@Si@ta@gcJGSbFkl8oPu=N`(YD(v@IhALRO`hJz!$&mB3PFJ1rysYb<fz8Rs zrPTXF??0Ax*B)Oax9{?H(@#reRJk|L{$fxYUV722Q!pvbCVnUVc@U>_q?c}FF;l6r z<a+t|17)*IOD>k4eje2GY)dOu`!UYd!z)*E;?acSG{V*p#LS?x{hr&5rGY)1Xc#li zDgYd-cOu=*<9OOVV<2^fT3tgbK9Cx`1EjDBh|xa#d|rT!ZcBGHxk`H_JJ{Dq-_w6{ z`E;zfBjNd1nc>m*wbDL0c;(NxJ$pUG$j(gmOhel7z~-7*$0a-Wl%BD@yJhY=^W0BA z8ZTvpkVX`ETAbpZCZ5Qyf9JFz`b5}LCygyv4|o-{I<=+JAM#03nF!UQG}IA!-<*Ra z?YdV>oFd%E9&`4-g(#w->7eR3i#t{hDRVDh{&2(K=n!GbcvJm1s#C2q?K}4Dr?1ng zNC-^1b(8Mo<WccTKMbmuGpupxJD)gN-&30NB)h`$Y{{j#-SKIiT|VF3Px^2cIO^q+ zFE;ijGH`-{;8tDj?Fgdjh9ji@5tsN-e2{>sg98!ng(A7nq560?kJR<rXhK$DPfMe4 zQ*eQ!B)agMp$s0VF)dDwR~C=vl!c?ZjVw+eb(hm&^O293bW`mw>G44kH;h`CxM6gJ zhVgM0QQim|M(l>i_0<X=FU8bccoa10&4+ngcW$oxutH{`Z@RkS_OuqdmhV0LW|q*= z<d&oAq2?cMrD<-c*ic&K|HOG|&Af*W?^ESWo?W<At3kQ6mwk9~;+8fk$c-+GmP3HY zW=JB+o%_RCw%!)*)3{2{@F~d8mxzS)nhTfS*9FZUvS;tA>Z9rFL+h_SHB@oyaZu5; zAy_M3zU!_w>z)p8i&uQr$|}+<B@*Np5=Fsg;q|7R36^EIKBn?rHk)rw)%sNUN-E8; zLIO$XOcp96*AO!(fqX6B8{B(r?TxI;O&|Bj@8oYhn%q$Rtg3zV<lRX-_SD9Es9tVt zqWM1Cb>*hl1eVX)n_tF%d|&BlLq1mAw%af!d`8k)%lF?Ij95Fu_UeQ)kqHhLA9U1? z_SP>w9e&c_rA{6FvGW1inwk?e_j|sJ-0pVOSWadB^aW>s3@X2RgB=|w`jl)2P5}Mk zM|ST89$cvH^`W-kQA1JYhP0a%(=}bnJ1rkRP+XTWv~=FctgW*3M~R->#vj@Kq>wwa zP#oJvqq_v?7@;=AHm3X%p_RJ<WzXTC-kZ(by=`>lmb|G`hgv=NFbG!JzcJ3=*3Bd| zRu$Qyp68xl)?@kUlf9MS<I0p3qxln+Gk%JQo*TaZZit8Fryl36aSh%?X|p8B*SunS zmFhk<>7<Sou8N|=(a`Zjtu4h~7AD&xg!{zB2$Y4#ZtP}EaHm5t5)*KvqRZT#B~(>1 zcZoD(9yPgLS1^3Eg1OP=s?hWtl6Cfm2VMIvJ8rzS?b;qEH=X#ZB8@hNajB5B6s~;0 z=XFsR-?}@jytU_z#*u{T_9X_1w>FBrf}d;r0e}^Z{FT;gsfxqKv#OJ`*4(ch9<BUT zC!{Cp`H{(uPlvg_RNAoWvBu3W6|s9aX>5HTYp^x?=IZvhe02%dj<uU@^1#dcFV2kg z1lECY58H=g0POJk*&8y~o}7HQ_?V^h<3LO2x)RD%&=OoP{a>S@WO6UEiRtKYFS)zI zRos*Jbc0Uctkf-tK6ojlpeXyt^D1+Tm(<DJi4HK7wR5QfE;pg&8Vq^T1e^p`W7g^S zUZZX|Yd0xAJM(FL+0^I3YXf^)7H#o9X5)~eJ?iGPai=U4^<^q<3zu<ytC5pN!^?bT zf`W7}?K&4(@i3%kb9th3^s&m<pLFMS<f)yz6ZqZCfENn9G6*sloSS<-FA%`qcT#}> zpcsHS(MEk)tU7_)&L(8>Px||J@1|-wl(-WV?c{&-tTD}-Sz=ptf6;g~>e3P0Zat6@ zgmOGZ@kTN}rR-)`;ScO<W%ccT@zaiHZJCu=(<~xd6@S{fXa(o=6qDie?Kh9rRx`A> z)o@XF$|mI$R%LSbg6M2U6HN}A^(Afo6SfikM&A8*pCiX`?U{t}w#vgBHmTNBm_2;j zac<@3E8Zy&x)nNegcBM$VWO+TBU;%saM{lySH{%DCo)s5GRi0W2c_t;I$v_0wW68m zNGD4Q*}=i!z0O&;eK(KrVy;>L67t-1<b{)?Hi@1IE#U%Wl&7ihCQVK=z^d$~bGOz; z&`w_GYOQC5Wi4H?tW@iO&C^Qe;-uu`PNmmwA6<~RGh&vGJVE0eA;C+Nxl}LPXi`ba z)+l4oONZl5=v@l9)AacLhk5(2yN|E>Fn#rq%l6NfjN3Y9!^KTw4do<(&#l(N302t? zqR%uei#W=QDp=>Fw~;c|oiy}4nR%Jo#dg|Xp*cxZ$Ep5~svTbuGF9$UTi(ek-)aUi zWsYFyZZs*UB{9~^liS3q&GJzQtIdwraZ%2ojcQLgBG^p!6|Udz6yI1*RlBxv>gU%F zOg3M!T{Lv|3*z427B2q7aI4XHaoB-IFOzG5z2u77ioY@FC0;c3Me0(SWWE59C^J%& zeidf67rIOO2BhmTo?9cP*Wq~_VtSo~$xM+HRJHjIe4k&PT1i(~klS4~pmZ=qx}u6n zI3IE;tX*%qL{lk&tbWc%>f)e7@VmZ?(P3MUR^J7tgmjQvf=X?f#b`f-h<qsLT!RH- zcD?;LA)ua;N*Aft@Uv?vys^LTOgWxK=FM`zegtAXWC7^B)7K$&RW78KJ;2W^(o^U< zDW*mYHHUiE1uET#cPoGz@xfX>fYPz7fzsVTxk{)M0{J<l8Hh^shr(M25uC8I1UGkl ziKR0-oP40CqubC#8sX2$xaxZ26?I`mK1p;;OSIrs0aAwoNMsNA2|22PENQj_zMuF~ zJd3WDL4XM#5x#X(Ze((A>5Cq^jl?r-)xek(K3Ui2T!j>HlZSqX)CG$_Re{uXnYf}h zOn5PY)clfE;Mma9$`eDOcVQj_7t6fnS1c4I)paIP1b*;&hPwO}rYF&kO|I&q6I!CV z*TqxH8Da42R`~O*j11tU_bG;3@Jd)Z04)8yC2Bg{jz$>98ItBMzXs<tG>_CQ{3`R~ z4IE3RmQ;O-(czMeaCEnVaq?mKu)YA5tz%z|$?kS9nD7epkD<DO@C9EZ{N->GX2SE7 z0<ZmUW+TS_@Gt7PRtUpV;ObEJ!1eeJSAO7hEorUv6KOCMeQkMwDww207AXu>)dGa+ z9vr6!`6Ph#Cm^p%7QkQNknzpo^E@O`rk0h`hQBw&kYmJEk6Wa!x-rCF4TZNJOB-CF zj-xFbU|P@>{-XqLw>1WD9C8|`AUe!rz#%mi9V3Yr1gpagBLwpoozxN;4OHTCU#JWJ zlN=07z%a9c(o5rV0=$%I9s4l&r-wdNk%pi68cBKWDvOMn%>_U<8M_pGgB^xhz)7pP zOX9CE!jZNBwv&Wt4HrTuLm!L0+lh8v5;G28(Wk*>hI`RuChc;TAhIMd$ut0yOcI>@ zC^}FE<B1(ZSz03RJw(2Is>Edl)3Y@Vhk*X}0DjXk@WVr`Lf{*IFm3QkmyE&?Z*i0H z1iYO#3C}K97gnG>qq;~}(1u3j1K};7)IUmR{kaE^4oS#fq5ypip~Ddb{7%IbFw(RQ z-}EgaYdEcP$ZJb?nqZPHDpFYbjWh=j_l29yB+de7gg^H%51oM4IYXn#Q6h?F5=)Gf zkymshxU@@<rd5BG*CaEb;V<wVM#hM|0Y-^_z;ebcE(6}q;QwUQDg`|Q6&e*T;4KIS zNtMXEGH0<Ty2fYWO7S6E1cz*qu-dEV-wIWOQw*7Xj&V8CvaKAR)AilrW6Xlxp{MUd zDo&3B@>6UxD7I)oN8NB4UfQK5CfQyWFPAxg8*tlg2S{C^HCo)cMB!D^3ABX*J^IRq zZ>%|q*LGJ^cv_yJSXwdE_OfTuI=>nQzuOwXUn40O_AyR50i41<5GOthM#(|ec&sS? zO7NRJcnP;DJOjS516ee+6*nQINP5WfskkI6N#2S29e-L-)6Uaf0z}?S%<<htUaH_b z__#(VN)H^e;zRek{LsEx@Q}|OB-cI@;f#gvcGoech9(TLHHPO_v3{*+8ZdRMI)SMR zPXO>yLNkG>3qR5a$!*+&_Q=Ce^xVyE#?1Ic&Nwo}h0C6Rkj!*J_-re{aaRmX#nKfC zF+cZd&fyi{j=GH3-YZ!D>!3fzM{FUfO;^$5Dt_?_8xCLiH{Vyu6sRjLFN$B3JBD;D z2cio-5$#IwX|2@~hH1m!)+1ehk`Y>p6fwbb2M})Urb0ByMVjXQUkVW=k|e%%*h=f) zg70%L73~6A$F7GIjuM<2Goy1-Q=CNF3lf)_Jy2&gw^Bq?_0^&JpDw<BXxC%u(oG4@ zY!p0uJOu{^M+t&K@o^ALP2NT1$U(F)hrk*Hoj~8D79e?oyA0vop>9E4{@7LDOc-Te zRUtq`>iSTKlYMSoy`RxHX~y49Yn}tqX^k?L3bjYcJ|i_K1J2)8!_wBn*J%J!&0)Fk zq%NtVNH^R~_#dskw=SS0wF|G(TY|-VHzD<Y8Op5WFP5^O<E>m#!f#t_CB>VRSdiRH zq1xoKf(7t9q3eZ({?+83c@)u!4Z=dWn|BZ>Y#<Ch^dUm&|7&3*@!I*`p_uTwK+Gyp z_D7n_D57}-8Z(r_#K{s-Bv;dqUV8Qt_3zqh9+7pB?M<^Qx}J7ac4E%HAO{Ee9QiXx z$+7Wtj&?;fo77TR<8shNW6eY7(}!{siw|&HU20$EN7V&R9Ve%xFFPZ&w4%tqQ)Obx z3i`3tf(`y>!s~ku+1^iWZm*|a;aT$ouGG|H$**tu(5*$+OzqtDkGx6M%yUV68rOd( z*xWzIX6uz;;l(FJR;iKN|1!y@mdc$SoRwENRJfm25K674kKAKn6fhy;?2(M}u##DO z9c*WWsx8t|dZC}I9ve>@+o|${b>^b1?GbAmZ>PTNG<dq%$({Gv`+4=M!Yp@Dz|q)A z>%-7Pj7z1WhJ@80<ANVKH-O-KE*S*hF`}~@QT{Au+Bqo|jn7OZSN4jSzqik*B$LjY z|EQfWAig$r6!eib;<KkM1wSoFz>RpELXg~)Oh~>EIZ8&KX~Zn}P^(RZ2bgcP6KW`^ z_i#?_&~iwsU^)yT3jfVtq1p2>BzU<g%><F2Z08Y<Ec{bJG1>;r(XCGFCV3w!fMXqp zDy>CX;32aIvT6iN5t1f+@Hj{Z=DuA<OF%%l0!y(HHo%)1G<Y*zl!<gjPL`H}bvyy7 zo#{UwdG`~9jk|IIpq|**4sP@pwZV~A!yg=JM?nL&#UDFPwZjQP*}?t1VUZTk=unL4 zcxJ~fC5G^d;bROf?7U0t&mtkd5a$GtjihV#wYdDUgH*=>-}W&v*rh|4|HVisfF$%~ zCS*ybgTvzH^zVgA4J!gn`{l|J{$59XdlavQyBd{VqalvXtZo-5Kn*CG74!t>Jz7B* zxAG}j$U8MSn8Q2vQ+ZmSk$3ChFD>{+{<m@;=jGotvM`gvo4TLD?<5vDa8JV#DTjK2 z;=ubEfVC0Oim4Nr41pp%fUpceoG_)l$SWKI%&ucG@c%g@O}qI-B@ndIM2Dl`C~Nm` zRFT#il}Y4HX3L5EEZ|_<Gs(ih4x&Id7`qTGnO*UnIM|y=kht+zHVV>zU7I7VyP3e7 z$|ORm3ms^dk7GWuui9TiZ3~xos3Q9SHj+ES`MwPoF)qE5VoFtf-`zTS)MuH6t2~A` zY+U<c-@8{s_~E4LYpU~U+30uk6Hf;dK0kBTI@LB^V01ic`Ht_tpS`A5W$s;@NE@Z8 zgynY09C5EP&ftqmG3Qfe_=mK1O*CA<+b=A9jWCrPgpB6oME^3>H<wOYTu~Jk*68*Y z!6As!Y&Ctty|$;i=+zJd-6tj`U#{Zr=Ud8`j+(blA=xdl$k*EHjKb7oi{!oFz6`10 z(hk8U-0+5LZq>*Lr|rZsIyb2V?z-X(Ytrr$E{?}^ciFimT-_=A&NA!JZOX}7uX`gl zuG=uTbAPmQ%&vA1ck0vQEQTI)<C6%&#&J<$urPZOs`E6_HfdvXT%}Rb0J`1|@j8I> zbOOZHok-UOpSYT2VPI#wKsF4!P$<?ZNpxJ2uSI1S@}}NJDk@2Q8^SQO?y0}%Fm!ph z)Y>X}C^j+_#3xlwVn-G_7Vw1rt8+--L=v1u=S_7JE2RtM3O(J$55QJ9$UAsuE&X#u zsQ4N3#{t~|_kDG>WZwm$m-6I?i4>I4bXBUNy<-sbzRwS1ietCjSKy>H&c4U9TZx$h zPiq<8@X`x1$B<WSQAJP}ZBm|F4N1O<vg^sC@4O6Zs$lKyQ^&6|o2D9nGSM$^4Gp@T zc02mT<(63v8JB-qqm(>i&gR6|T~{yNZL5rLEQlYIuRj#oR_mx#cH>s`sE#zM_m-xm zx1Q~l+BI8L!&Wy%Xq6uxhg?!*1!BPtpRvfRdw>f)$TtNCjeDT%Ji7>t&tz}FO`w5} zZ7n=`H9|;g+l6Ak05SL><weu)A&wo%qIGk^fGX%BrV0W=QgIjMZw5}Af;w>8N`TWw z5lwL2O2cRCGm<C<zS*8c;w`<53S=QfMf+*NIub=Jb1u>(=hWBiU5Zsw38DhOLGMj3 zlDbzFK#kSiAOzDl1?Tz`klfe;w7HGgX_O^JvntVC=dmp?i!smwKk$cdXSI|BLBB49 zsl{iZbN#>70e_y_O@k>Nrf=bY4@CH@GGP~`1|T^VfwZfH;(;q%Zm~f|Utmy7<nM>4 zV70h1k!>c4^t9jO9s*l%t}%ec17Pps3IEpQop^xO7rwv8NZOUE<wx3uOl*G8w8g#C zrs{=pd|XV9J9XCH?L@<M$AXr;dZj;A^=7I{QtCWCzXazEE++bB$qpV4#(ECXT}=nP zDij?QxW@w@^0tncT{vz_oPP2nx2rcJl9E<8*Lms*$5z2D1a)Z6y>^j$BK?s@Ix_I! z+iiyqXFlMzP0H9ldvVR|S@HK<5ABU_?Rng2EzjgGMYeB`R$8Cw)3!#h-o@Gdh`|wf z!nC+E8vzhHjkHiA01&GA6%dkqO*jD(_DGt@8)8s&R5#_{B@rtAqf-Er--iJ9C!mu3 zZ<qmmalV8nqPpw$Y=-J(AEUdChDG?YmFU8=uwJqw1`AsNbN;vb1nJHaQpf-QMhi2= zc-GJraNqq|VWQJ4hzqu5zXDoPUJdRY>=6^!WZ}6F27n#HgsjQ&4W9am$3?+t4VTuT zi-2U&i|$#v4I-#`18B<_8g^+C3e0tiV00{GBv8~Z$N5)D`a{qYzslgMEot-GgFB#B z5NlWnjfPd2#Z@3Hk-<T2VB6XB|GtfL3?$E9ei72Lqm-2C6?~S~u^a#(dIHjwgqU~& zCNvZ5YRaghX~csS5?9fCnzTu6?}quvV8h%OvmR`i|M{wo!G`%;7yWPBFrPvCl087! z*B7tp>hBHR^<QP)h+r2VS(MQARi@!3@}UCzaD;@nGp!|ZXUYjLF<`*-4iW?3YN+?M zzQsBidyIf!J~KHB_A8>;g>+LDB==nnLlD4wrLTdlb{vaT(Jqivn`^Xu8L)N45w?y{ zVe1H)B9<!2qF|L-2v(U4EHE;a+<X42>gdPl&?rP(#!&cHfbb6pgbr3F)g6NrL)i^k z>=(nyPzN>;yT2r3=YpRP5WeJ-#-nw<`Dk-Ks!v>61C)r(9wP7HdNq7EbC8DXNdP(O zn*qxzaTY!axuiO=D!XMI(&T622A55Q2u31&@4q1TJES@m$$k2QPlk!xs_qo%14EAo zb^Ak|!wP%R4mKmumhKpq3}fV&Z}qXnRj1X+2?HM!1*5Z&CQ}dK*y!YmbF@De@>l8y zl~M5R+s8xCPvI~7KP?_&@P|~AU9?&V*S42+Qko<@JQ0?RUds>0Qn!<4sVs$RBnBo_ z^e0HZU_5ThDvfKT^-_yB4`>n@MC{_KE}=Gjn#C!!IYW4tC^2Pq{x-Lz76N<88mmG1 zWO>!4NG@>&*ssAM)h5USn~V;H*Ib`{Br|6T6d3lBNyO{WmoN+an-jv)-h(Xg&FSL| zhy#D4a3{3X=MxDyT~PecZN!WfI_9D-di7PNO_s!ahW0=`_;jGW82XCeAxuZP|1MgL zE6&3Rs$-lDasL>5S1*Wt(tkF>e)}mEuP(HrxL<(rO^iG|2u<)<JRyz?hrfSY;s_9t z+sN5BQ)Q1zZP5N<n?U+ev^uSjy^eSkbt<9y%&_53*Ya1@bAD>1^d{DHpP`-3yI{Yx z$^(U6!4G&}Wqv8B<+!<WmXlsNmjNt8I{j(7=w_Op*E()fHO~;5o{@=D<TApk$J@L% z#85W9MDA5)BBD5t9WI9hrrRu9eLKTp++7RZgqIfE9?I~;184u*VM-a{Rum<6hP6Hi z7)V0^xYqj@dq{j=&!nS9XMfu%E?XV!OM1MN2Ecmt-5)EmFK`((7Vqa9u83dbwQ$c~ zj6u9Mv3AGaqsCA593Iqp#SCFnj^MK{%yJ8a`fp;cI&dpPZr{iah?7_Ls6UeC{Doh& zCa1_%UAA6j#HlF1yn1yN<JsG17L<5(Z>YN%l0bbVBo8Pl!zZZw_G14U<(>UMWa+e| z8ScKvr1*Z)X4QT<$XT(Lbvx=8>fYo-8<`ePiuvBxlgbL#e5WrbQ<2ADnGugJM!!Em zR<*J5vSl#>zse-EB{XQ&FcO$m+dqspZ+uDAM9(<3U9CMMGVNOkNkJ{+t~HcodY-<x zO+lw@i#ttwZ}Y`pLW&r1m}xf1I%mIm;-Q#T7CrM+`pU7lLv7D);6A+=&v3DX71QHb z>Kw<%EI|28w{VMT%ECEEX6Br7&n@)RT+OJe?Yw#Q7nirglV`OgsRUoBj?`#B%*DgP zMLCBOI`T8sV<zvhtC}#$AnEDe<c%NspOqBhhVJms-tPJ+<kGOvEUS7ab^YfvHDWxg zZYIb6AzUB@TBzd!^f*HSINheewsL$w*!>QUi=V+nVsZE2xOi|}{HF}#e`H)d*!}(y z1#7VT9qfK#k@aBr3r)l~U;M%D7h0+Rby3J*_bZ?J7x-oWTHP-%hf~N+Wv}2I<TkVD zwGmvaobaBEI1-sXCW0-uhKt<zxToTWunLWBmAh`Z+V7&fy19(6`Z8`|(2~(q59Nz5 z=G_x03Ab=#1wRR4IRX0x*EA<wE+cit8W!goOR$FPdvmLko}Nc}hA46APx40Wb<Fb0 z4K(suuUEB;mfjCi9HM<FMyL>4JKvwx%#2B=4Ha$`UB~8lk+_b`<;)-0#*B<nQ^<mK zOl)|IPkN(mQ&Neo&HLGxKI@-}N_k}Ces<>07PLCtNKJGx1%T)gbfLCht1g?y)C(0w zhyVv2<zda9Qo-@@DXSBO3ieFm@Gghtcev5!YH~An%6{3SL10>+ji|{v+D%c(scv=4 z(!9Mzr}?Jmo-A9&r}M@7)92mz(0FvSY3%nYR_P?xI)<;^OwqX%E5R;qa)#<c)<MwY zj{6cxtVkg-SI?3wpI-Kh`>Ybx+^LTuYi5R9yqy{_eno2C@@&{Fa9AUUv<t0TkwHqZ zKAU37ide^8U5ohJ>9G<|UW&Twslime=1ldebg#MMLa%W)h=@2;?U5X5c<X*q?x-1o zXOHgjDJCZCogg_D2K?xe?n0<e&e96-(N1HvU{jy4&`cNA@-NNg;^`NDqQ=XAe3P>0 z?3{%;lb^5FP&-xYefB6}ue42eEwmv<I$rvsD5J5S)Y{|>;@J3mHMAdgv-TX;<YyIK z*>-Wo{JMRU^^_`Ky;$^M?y{+YY_!S)TVu_EzVGqTQl$HPwu_9nvhl>VV)sWm9IOxR zzohmmgbVj-I=FIYE+m42HD(ZomVlwb!F@`<GOEvP1I#3a1d`YDzztpN=>k_ZMS#74 z`A)R<H=^iB;4`TcYP1B3HSmt7_oTgehy557iNN~`#x7;117+JDGUz>|X*j6fU|54! zr!|d~!s?6aWdqgu35+b<!;p%1*gDvP+}E2I$M$04s7+fX@cmVx*y;u%mad3h-swo{ zpi}_MDh5^<6iJGy=npjjK%apCjT$(Flr0Db_0V?f^Dy#=xJtMMRPnk(o0l}$wbKp; zzfXt}j0Z$v<iU$yWn8sH>fxxFvlI@v7vm_}VJiOAKpKA);RZVoTUkl$X3`q9;oU+Q zz!a1rZOTAwU{y$AibZ8GU{(-{Whi17*BY)8j|xB&ktvL&!R_t4T};Bq7<!#P>&NhK zuso0CcD^CCs1h$uEdaVjZau9VL$0mGiC*!}`2$#+XQc$k=J5!)Ik2(kasI#5-aJVY zB7n?1B<00#d(r6#Cm0?3_8Gx&ti;Vo!n#hPgemE}=FR;j)^|{n>eUX1QVmNdVwX)r z!Jr6%c}^HcbA-z_AWOiFJ}{ijmAwQc!ONJN)_<KRpy3WYfhY<;Gl}Z=9ds>>+AeyH zw8lU@Sge6Hpq$$GIOA0c$nw)?lj@SV{@6=v2!WS1TH1pUFgFC|(DwKn@YohxXOmbf z2|UfTX~3%808!%hNc~!DO%9B6KadNS!xk%N{o~jN;Z5&$ShWGK_EHUhGh4(3>Mx$x z#A-hxgbWy_HO=lc1ntjxJ8yWJ_QN;0@)uCnQZc{t?;xvvHO!+Iz_e}y+I0e0ym|xm zeJJ8WjGHmW0phv??**@Y3|jXr4{dHi=1h@b^5S(juKhVf+%|{#X(s`GyVJ0<W05wE zr_~IE0V{acK1+ec|6uRwD;6v)ERZWk`1>8>dhMo>EFL6pK?)eJ_0|#_i09&iQsVzq zDe)a#ek1nfK1bmcJV>V#sSRq?eGr`Al)+4!Au7P9#NViSeR(w9T_+E#_Kwr~hQ^S; zo5l0;N5Y$bK|kEsTR-egID>ZB7GkNE5Db(gl&;@s8$l!>%P0d`W&)69mQxNE)dUOA zdLG9zXF|Ywz*fhM4-rJZIY5Ipm7oVmq&KlSV!sZrMVUy4hjt;q+h2Ijl^_hi8iu7Y zN!oY=4g7`czm|xC%l`LL;=zA-CE>1{hu4ce3m4pv!Ho5({2n0ftbV~gQ-PU)bv+LP zq{U@RV};Kua{n84{Bm$GHj;uEi9MNbl*wGGfauB58sS{Q813c8e3w|p%AXup*4pO3 z!&x)(ELGvv?u{0)^WVP@U!t7%_}tVXZAwIzIjK^Qsh5ogkbW>+$Rt&L(W+F-d}b6} zv)U@tNUJ1a$`7wgR%36E@fu5Po7S2<vNPFswth^`PB$Bw^9w^gAi1V5Gco{&D*IXz z45`QX{2<)TQqS-nmA&Z8JtpBaacshbJMWv47Z+8fMqU}M>ESf?>GScn&kP^6j@mJM zWWj3<3(l|-!wpfJx%bEws0+!DsHj=VEN2ckn(R3_@8{LiHyd`&3mfI+ePEUo>+-I5 zrtcZ;Z3fGhK4;3EJ;3l+9bV>j<i69Em)-H_cg+0wlIGuKadsttr}4aXqil8_il3p+ z+i_Ou9qT(?-VqjGE0Cy+Zr6gTFTrqxK-+6;5?j0rWY1aC+F|Ew&`H9%<%UL)YDG7= zC!Td}EHC+T@a+oCe2&>loAyrGiyJpI67Q{FEBBHy3Y+FhXF9gtU@K!Im13|0#>4}K zvYy)2qg9nlbmES@@Ce_FGOw8!G^einqC91O>yD>kdB(>k<=q`|`>Dg3N3r|8Ou5II zjQ52c9*t818Vg5qpwSGLV^-nOEwfI#C?5A3;c<V@v-$LxJwKlP@(w%}@8!8PzPx*M z#=dFhF1I$%SQSg!U9?P97K+iQTy-{)b3}9uQ}xo~rrwCZ$lQH@Z}${ulg;InmfZIC zc&*C(XAYavIp;^rT^XvBt~M;izqaQEIS`RYT!P;_XGbm)J@!%K3Ra_B_PreE8j?a& z<P^WmHI6J&;H}NmybV?+KHX((HJ<m_EPChm^ay8q)x~~z3;mM;0X4|=0-^5tjZmi9 zUk(<{7Fj{#HW?}yj@$~d=pWSR1M?mW8VWJHCxF!4ss+{qy^Y5}Ps#10Lwk;IRv~mr zcxd5-%nOi?BMT9Z96Z|=qbb5G_q9ZRKnX7%gE!EU(yrdd7psyMBG5UmX@KNq_mCKh zv!|7;gCsD6E?gx#Scp=lAQj~_*fR9N`Y#rulA8}DRAgO#Y19`Ko|?G)H71K@$-U*) z15eV0z-N;?ui)%gB#D7O=Zb2m!b@T$n?3L=SKd*bh2+l6M7wLS^@TxriwjAIm28}| zlf*mjyh7`E4Kxmc@cNu1(y_CnkpESNRB*?qZ+9!UMD4xU{W+;B2lgvvle(J$V1oUG z@K{K6xv`)C41Eu>qX$3I_?sK-Np)|wqb-YQ*g2@Jr0mj@d`-n&%qay5SVbkuU$&17 ziWFlw__0Wnqj(`=|4Z~tq5tTZn}@b&Lo*UB2Q9x&K8V&)EChNb3A9DpTISE<HHm*) z%k1B4D>H4i5EOxbDg$@w&z;OJ4M2)no#UWU3Wi2WEjJgfLm@}nTYyR4W4L_BBy`~b zwBeY9AfF}4BXz!cNOL~2B#a48G@FA(-eL6<2C9#1G=!S+cYWMvFNmoj4M_KwVC-BW z-qh`zPnN5=<NeIwEZ9xs&mAd93LcHrIcE_$N?M|s{sE*8jaNv^7!rS-q)T2G18>L% zY~8*#2QaV1UD+VO(n6m`A{F;Zb;nO3b)|J^ch5LpB$VCwU<?&B{vZ|&=v@_IUuE=q zuzC`wq~xnigu+)DH;TZu<=al>K0?zoNc9C`hm9BHobC6ZnO~*A@xU{XC28_1aLLqn z_#<uVjZ>@XJl(6yzsl_Ou{7$Df`#M5c(>u2-iqu)k^de(WO%as6ZFr4-;x<{mk&XG z^#C67+e%7>!mw^2qR)YA+$GJ;{hL|f2*6aP_6gy2o^WYrHOe-TL`$^Gdu_iNz!<^~ zfz>&4^N|+qaS$)2e3~bwoN9?97?E!d>%$ZXu$47~!qLive|EF}wv`qCTEaef0#hJj zQ=E{d@3I*kE5Og=Fr1WVnj|{&9_OJ6f%Z@956k1?m<mzt0T_L50xezL8+)W>Q4DrY zLVX~%^*fK-1gzH|MbR>g*5R>;#P2>Oyu7amdOq;QulXvY-Lg{3q97bto`Oz9>mJmg zg5d~%gLVn45Hp`Y9U9|N9e2J_=KD3=)bWJ-J;R$I7#;&XZN4D{{*WY8<QdC*0oExJ z=??t(B|<o#tO(cSLv89bm<LSt>gfgYE~WLubr0@)JS_#D0LcEns21fV(0bIsI}L(U z!xsPo+p$J{TweUm|E7;sC;z8Z!te3<sw!NPTz4?Jt9TEOzqn?#L%=RK8GFeSufzS# zRuKQ1TRMq1HCCJm8T>6q{@JiG#t|~%9e6fIOK}&ImK=Apa$qt9&xU;n6r-CwL&cLJ zf9ypqoJ=)Im4QSM{-&Ae<9I3&%RkqkJcBEZqQjY(nZ7@^dJW_;iYxI79xVT#loLf~ zdQ}sf{^N^@XW{i}!;swZuq-9;8G?nHZe8tN4*0<It9qg%@Oa#=_A+r6uWU9IdBM4e z&YyiVuxpHLqgDW;;}UWVnj$KAe~`L5tM7{4z_@@v&vE2JDBJZ_h7G5fY&4P{wOi&l z-gtlim1UB-bJa7!9L2MTbB8<R(+{HaDO1>$jVp^&C?0OCs%&ib!-t8B>zu|djvcM{ zaAl}%RmypjM-!*(q+ImbcumQB2WLDh_>`dr4CJjj?ZOFe>9ofT8i%NXjgxmYe~vM# zIA?h1dk*`Tjzx=k5sx{Ss?IF-s=`KQ-t_#QqUfc@K7c03WyAmOwX8&|`&5c-P5b+= zGMVL*FFj`x7b_!4azSmcYm9F#%uzPm=^58!t`v6Uw0EkyaDqloPPQetc~u4K)PDBU zLiVg+_n34#SEDxPL_(bMMpo?3aI<UEN?J5Gn#G?_9+6zA>>V-ub?)rzgu8H2WyF6p z8nq+_+}_GkHX6cAzjF4?qo7VWI#Ab3VHkKEE9@e1lup5O8C+(#c@U}o-Sl!G8a7in z^SY3w1fzqokmH$Do<bvoBc~;r14|OXsAW9~HlmF{-k}88DD+Kb*!LyV-kNPyc_i13 z!0)yJFGE=KiMKg{)m?A!Qh0A-FAwcVRx>OYe~zW)bezX0cL{@RYsEjeK-;pD)<K2o z4re&pm8rG_(jkV5PLf1M!BTSjuh|eD?YdF5bUq)7*e>Nj!T6M57=(PN_Ev|4IP0*u zqRCCqISh~T>KFZ|beMlP2#3Pw8lj>SVhm%OHzA19vGFaW^@(3)me3*?$&D~CzXw=4 zLj+6BzRk<=6L8fZ;6v@RXq>TV*Ii$xBbbsJK=LBiuaag@{1{gfrNCeiZf>7-!1(u^ zIgODcouG|k31f$ednz*gp7c)P7ytg9ESn$Wh6i{+`|#yLu&E&nWW{kda@PbfInlr} z=RoR}D^`%)Df_J`9N!6r;!BjH1*au?Ur`RF!;ZxedBb(OB{u}FhI|&K`%4&hNoqF* zpiQlq=uw2WY%3ylt)D3FL8rr^%7nAPUn};3QCpRXy=aE7p#CwD4XTh#Y*`xICwkn9 zuQJP%e`P)N?W*kjPeU=d*Y(pmn8KaY_nHOi^tf*~_+ea;$m7j;jQ=1F=YEOzL~CwD zI;abYoZ)clG7PUqfE6E+GZF0)46H(W%&LHuVaZrZPUjV$|H1;Pme|*I7#6rtVb2;W zm>dr~Z&UyLUk@Rj2+{_%fy+`7?;)i}7u>E@3;S035~^&9BTkB(wh&5DSR(7fCWr#* zaB3G=<`6p$>U&^JpZ#M-!fDwI4Sr+&1S!%YaGa8i(^gsSyvZyu$n!G=bk_9Bzq*Z> z1kLC)PC6^mVZ|*X^Yktwf*};X{rRi#R3j8DgND&erEC@Z)q)V;j|JG7Lc_UtpAi(} zC80~HKOlA0wW;>s$~$QW*?3JCT=>R5#JP`yPGA4wPG6?DjJ6whN^ul-$T$(^UuE`_ z1V;<8y>w9lXt~{>l^P(j__kMIPX8~07Ozrpm)Tj$HS4c%nAEFo@cVBl8)D;aa5TBn zijNMYjyah~#WV0$mCM?NcIadw6|ZT0+l;{3^kvmXf6$sbOYdaAbyni;s=q%Zz}ohJ z0Wz`WB%8#EWChV~_<Y0^MUiPbLfter78o9!<<xch+T2gs6;>tp<L@Wh7(@s*uivv> zL;j~1IWzXMDpv}Qnws>GxU*Wm%E+ZqYbgOF6&(t9HZ_w`No1;@+E(<7(DA--@$-_< zHE+9`$w}81zc$b?cn)@WJ(ExPHb$CW{Pfe9v2z=J7!N$@H8HIe))9^$E4XDT6FF1< z!>1{1ljF>0f*kjV>651qkF|CMTz}@|KI)XYdq~dqpYAIZn_s!M%JNnuT`=8?@`xJ; zy)WS%z&Guuh{Jr+Ijb40Yo3VN1MD565xIjEq&{WT|H4aobGfr*Z%fi!g5%$MdubH! zE*GzQ!CpvNuQ4E`arR9P#;)6GUMEED{;lJckPl1E@z0$*D1CTVr1b!}np{CdzR)5R z4^$2w)msfd2B>j=cL|r|6-(HPm4Q2P-&IHWzUvH7dh;nFUucPnGXWo*<va>5<3&=} zaXhn48q7S9rJ+G$==v#S_lo<bb(#KXU1=kwyNAG|ZMW_hbyihJURC%5&<(KbN`gFE zXH7%isi0lA#l3+PQ%)%_sxC%yhgxB2Meqy08&q8ns;&oB*MlbA!IA@$f2K+Ipz3;1 zbv@`gCiBpGEhJqhjX}?`-<RhMdXByO|FDWrLb5dIIre8;J^r;+*W6LqsOB0%pwArc zsOPI#Xx3`CbXPBZc8c|nj+qBa9iC7W&2MKJ>bZIh3->9~4PT|T{B^<z!=y*6zMs|I zjl3h|q%Gh!vQZ|jbyO60NA@#v=2q%**6pyGiR`3+BhePIdk!vOe3fz9^8-gOSA|ve z%+`q|=UMXR$dXCl%j|%0P`XXmQUeP2A!}VBv!^AIZBc8Q;qqzPSD6zPFn!6SkFou- zvE6IOL#zNTwGaF`h&c%<E^?`#p>2C*!=@_c69QMAnmuJgwPGu=HrSsw5~-%43I3V% zld3vpDNA=$Q%8JZjHZX0zon-?3AQZraZ=S>R6sS#*V%pW&cl#h8y1aQMvVH~f+_`R zbm6qKQaag$@48$jS}q$3e~5VAlr$w)kBg5*Z@<egkuWJ5<oLiX29D2wn*OLhxc>4% zSYJkhX7wkqzU2NWNfvRZ&-Z}L5Mh`APKOJO{ByK;8oQB-K;&v+zbhPpLmWH`se8aA z3x-qp8<w%PfrSM$DLSF!wlqmBa45F5^K?)-q#~{m=HqrS2Er?Y@b57Jex7=v4v^41 zebyg`QEsUEC8UCfxv#+KtR(kFy~qBXSe&}b5wIF{k#8wfRfXCk#9$3jG3_tFT=96* zNU3{{BwyTJONSMpR4lCwev0fdq|Oiac63{aSAa@xDV8#V6|V(6zi}&k?qx(Y+Ym;j z=WoMMW}7>Fi%`(Zw@Xf>zfs5WW7rihf45~-F`9tnroZ49!sI=lPsQP+c!tz-GTsmq zzYC(f6NTYZuwV$nw^v;QBjK4Mf?y<t?|l`w3Hmq6LZ5-6_q5GiXR-bhXbyHec=_l! zr0!Wh(%gd1rVWUh4Hs=mHBESKy?B8mRip{KwSo1h4d?9NVFM;CPV2+64DQQr|MP!M zL3t?J1LOasNSg2+T@e0NrYhJGx0=pt2k?-u1CUw8BnlMZIIY}9f1Cykj@<F=U|@9l zW1;4fLgd-C!8`*Mc%WQKOXP+kx%Zg_fm=sFPwK$-{=_mpKoW>xnQA~Yh{|VGfhMp= z<eLYd{*5m`0Q#zBt)uYV22jQjMVkJ{DIK<%Sn5W2h{l0J8OjGd+uFKVL4qM;%Cr`q zTM{NZ6xJx)nDQfBgMW{W@&n~-bqf2aklF?T@4kR{Lr;qw<cDj~$OnkH<_+}X$#|ks zJvSQSmA^cQVt}tw92-gVLpsb|6-Azuiz_7Dv89oRqjKmxHQ1?VOcKqqucitwCPE;3 zNiL9Ul9!g{r0<n4?yc=;OzFjlfr-zbDu{J_(ivcrJqF^P4Gs362KSZ2K-zh83uMJa z(F;dV6<A}9NY4_<WY~35{7m8H3Khi)pFMjA=W4bhP|9+!w7iah0nv?MRMQy=sWW#d z8A}7PU~y5G(IWV(8}Pb;i(%%NK~X`#XI~F|_SLb#V`<WoqNyLLLl@%D=rAlKGmFMk zs3URYh@v?}NzOGsnSrhip9yjMbWP#b=YA+8HJ1}RmS>SV_Uxzd1*e1scv_L<HS4c{ zIMb_s$o#J<A4)4UaayA<&TWrqyoohv^GDbhCd<^O@Fs63HP@3x^X-i%T3_Esl)i-+ z45p#Jw;-h>0+^r%5c!8#8@!dj^;hB^Ye0Y2vh5yw*A$NWVmGbCPz#Cs@NUy;SL)5C z)iTdYr;L46m9ck5;54;!<5q>3L|oqMZu<Z=mhoz2fxQP&FN;_iY9>1GMHMJ|QMler zZ|4k;Pcssqu-&+OkC=5eo7*2VcW}|#oD!m0Vrx8k?-}YY{Th|{oYoP7{mWSfwdKA7 zT~AYvJ@+D8?<I^uPH3g9RtP?dKB%?W`eX5z%JR)KLpPSTSR1)~keRDEW1*ppb0NBG zigwOIp}i;yt-eW7Oq;+>oZpr>!f+u=kkOdgi8$xgkjLDrk&nKAV}@g??g(Aw%b}wh zXI#29eq?yQD5->_#7%Xrp-sTb5EhvjfR0T(-Tu91h2QOxw9$K>r8Zm+GtKulEZiBS zbFbd>?ZZoEix+3ioHTQpQ8LT#DZ)fXH2KUZ^HRU_S#OKqwV`hcPTtp%_lPl{v8UB# zNz$cFs~(0}o>^zET5qtmVzd{5^AQT}iy{~{wp8m9Maxobwi1OCA~Glmaz~+JMg5G% zh+_BBquFiOYBo({%arLVq@)D+Qs*j1oSZ>+RWVw>|Me*9`6<bZJ&5vLkw8s2kE<s5 z#V3z4Aw`)<JJl0@iO#OI_WM%x5>ZSsj^8vruNqNUnXRm8!aw4CaP(0P<H?KW>|CdC z#Z0d1!fzX;2UehbOyp_x7T6H)inr~mtwOOEpOGf@0dRG}_uvKEVaHY%c|!`hC8vz! z%7Yy83mv;8wLZZ~b7A{xEUCjKiN?|0@>S+@L?8tEKJAYQ0VD6y!d^51wbK4HTxi{s zkP3jVupF;ulCnZVp^JeRf=R%_rsI*^4={3XE?4WY&t!D$aijAE{=&kC8vRS4gL|(- zk@Fkeh9YIf^B-?Rk)q9&T<r0NJ4!4;LIlHO;ds5^6IIZ<xEs(U&B5GAdT8&Z9n#7Y zsC5iAq2kR9Ahk?Gnl{L074l|0@xW3@udhg<>EeNM&m4)wiGPcdqL5}-f~D8+){Sn* zRz+?Gg-s)`jL^3Lk*dda#0i@4tBAW7(mIYTpmF4^piwr=R|n;~wa5?tQcSo7r*i<i z7NdgDx>VR`BCv)kV+>^95M@|`Ql=%E_YI1x?M-S{5PKf6bFg)%qmXy$H<8bGW`jGI zG3?gygI2riI$*aZSNui374Z4w=L1@Ul1cz_$KS<Y`?$~)|7~Ap6Y5I?hbO3Aw#U=p z&K6bR`{`DrK5`pd2?AIJQ0MACZ6~#igV=E5&=NgiSQn{f4${QI6UP6@I>xbv4xJHI zbSSuSk<eJ&7y;PwU*j7CTJ*lLmsH(HC)dwEcYx{+1Jzv&R(Tld+>W+EiM)3yt(GP{ zuLX`?@9y0}nshF*gN5UdV;0m?NXrI9H0M}aLH~_;R1m4I1vHvj!a5ZN0GuA5BDEI2 zR{zv3$!Qj^KkmCf$u6e1_#{|+P<=8`^~r$1X0Sdg1RF48P_+APCv`<VAGG{Xg{s8r z8dC9r)Bp-toCa5#VPzOI3@jv|nztta5_J2pj}kOrGeLk-<Ff&l5kqs1lIl7WDFQzT zY=*l074Sp*sCt4`(Yjzrg7y<3FkkWaMLRY^RHiGC^kKP`l(hEEbF;7dgksM8Dg&0A z9=Awcb%e-XgE_pE2iHm$^;Jlbs6+s(;d!r!OU5o{T7%19C{~B`d`A<0qzJA-d}xH< zPD)D+FxB`f*jL>S`>N@p2~<EuZ~PvPwU7VT`7P?B|AdmEcf~OJKfGYDvQ5TYSH#kv zy+-P+;JKk6fJfs4;nW+X&Ix3kbRd^LJvq_R&i92^Jvj2ND`ZiyH(zC#rdXtx0>z|4 zy1kdo#NXPfzw+O~S?T{5KZF6LufbU<7Yrm4Km<07nf8|@P=mA5KD!w4t_g#)(qDH} z4$ev?1;9AGodPy;eSE|51Ly<$7_j}c6BBC>XQ;qXW>(BhNMlce^9N_8poNuc^)omt zH7-Y5w!wg@YkjvE&0#^IbNW8?;^}b!uEsXERSwQdA@Ti*IB0NIx^Hk+Iyfu+Kc!mz zYt2gkHdB=*$D~Jr3Rc2*XmGKP#8B-Y+;Ashk}EBn4KCIJiy2^Z(c?&9G4o__vCiOP z9bcrm8Prd2U780M>-2WR#rrqGs8ban>sJ-0NG*#fd<(*Oq|W*r)X6GH*DYyuHOXlu zILcTPc;9msv9v^jXxOJTiIomwfM4Cs5FXG?NUq#ifcRr`k>)nF&cVexGDD%E4fSV* ziB7X%#9><|b=}V3Vx7UoI?&202lA=7p|Ye;e^daeu5BmM-8_!Bpr)PoyIo=bB$Gov zbC6v7OoRiEXxClGm>L?`;Q<-IPO*M1xZL(D@Yv06#>~K6Z5$cMwU<4W#cuKlpKaCY z3xhieZl*L#^R7rOhz?J44#QKiW*M)21X@>J?F~fL+YOTb@S+r?u2{GOzF!i9Z!JH# zSm)29@Ze&d4PnT;T|^i(6X0AqT}IwbK}0iv{sXFpV}0C%|IrnF|3Zs(#9L1P{zr-{ ztn=qeUY;axa~aX3$atcRrSZh?20}Ff>(aWkvB;}?z#4jxZ;D;;i5+x%>+AN`e+KJo zrLQ{Zq%ZS!uf|_>(jNe93CT#WT1$Ao8)(YYW3W)!&tCh1@s{K-@{Hl-_s=;&&33br zF^e%^tn>gVxY6qg6G(L-H4HvfaC05;8_rVk-tJ}KsM)7rmUu_$PD+PYCs`opUvH+3 z@)jL(6d|<6^*DlwEly0gl{NrhxYBGSw<QB2A6Yc7a{;Ym*Fy?N3DUKh(K-4Fv^tE| zu@3{5=tCc>NW)JozQDg0BvwuJ0Ii_8l>!@z)G@QYV2Vm#k9Iv4Z|kiM7Dg+Yzz;b7 z^H-UowboL0p+vm|<)MNDgQMgR{K@06w`B4zB1euQ-jmciFf08ou?jNOEvU;MyXu=+ zqxZYN18%q^NtI0C0tsh^MLL5s7l_pS)l=}^1au0dgV003lz0Gwl-uL#>KGlAxA3=U za4CK-srvXsr3}pv?O0Zib~li&=Ka^mWD22~JO=ur+@wn6T^aBoZ|<Ef;pq5z0Pkte z19wOPxI@wePH>~%z@oFKbkP$I(*HVCfdQ^a#xpO2^x+Oa%tU)8be`L1EetOJ)m$=Z zHth&la?7HiJ}LzD5d#a1{H8vVLtb0D(*%=rQIW#Z!;!r$(F_X*J<-G<!I0puGUv2{ z(B@_cCEtQ}hap_kP&eN$8g}(cvsg-@E;pr_0CFEZOZA)UIsU4Xdi%}?wS)JpQy72} zQwX9NAgLb6nsC@1t`FL@PY|T(324{RS}JcEu-#KPK+GwOfb~>;3BP!;1q4?Gb>QTc z04I+kn&7$>zj^jfIvnyA2xaf4kVNwqA|1OPpd2M&q?;L#@kdmO=WYa^`<p9q6=yTa zu(5(DI-KRRO8*FKtZ)ZD{l2d<S2#2KWuMql0x2Dv!1w$FNi_FL6BjzD8DZm)ij%zc zB&j~=@Dmxdjzg7nQ6|zAIoa?qM0q2B(FrldewXSn_+4!%Sju`~HAoBa8SXdsOgyn; zC`(J^y@$w`PxV$m-OJM3=t!^aRFQ>$%9}K8flhH&SamzU`zd_*Q~dr^im;L_0EN+q zVMwPt(gvr`ZD6u;JOAGUaslDLOH~dG*S_r3|4H%ixmWG*pI<s`UA>=ybC$oI);tIN z7S<?ZsU={Fz0XKZS8TtahNXemKyd>wBM-}cCsm|Kk*;V=5I0zV;m;wx)(XMe<d)3> zHP3d=ZSqiKrgn9zVr%WsG;6{4TQT;89kz$o@zfe~shTXgl``Go8ZSxPgDa^yXrk7M zZe%hyVhxuh3Ul_Dl6EmxsLCz=q?7P8bo4Is+gSc18xQhFd(-euOVoE2J@*yeL_l#k z(MZ{A4L7*D@F?<VCu3X}dhC;GLK&v<1!Y}%8C|%0zGfu*mxL;h<S>B=`<GH%9qP;k z&+wV!FL_^={Sq#%v$ShsHRfOnTso^~IXAj`tC`*I$eBfP?psw^b1av}Wm)K~+t#6{ z7MqjmNosxQ;Y?~>D41a^pT9S=7K^%QJtUZWJ;i1j(d<v#Q{>oWZz006`napjLg|tk zy?N)#?bFN_76u)*{;0syJF)P>{`=X@*p7unz9pY_THZn@4>CZ*cz-NJyeL@;C=0mM zP=k{8wy!d~Nh9){cj(-GHe_mo>kl%bc<M^Q&7fgt!c<+=oH4s%I0~|7!@cA)b4fgR zYq7BhRifU}c#N~gb`@{#P_~Ic-)9$VSR9&3<*syD^X~1#oKRBqLCS+$+BVp0Re~RL zmZ^=+*;mcSNX55XcBf}k*pu07D!tdxuuGGYP^Ns%hHm~xvS?}x-p@gDS0~@CHqekZ z)XQFF&*q4X%A*@(XV4y-Q*@B@S@Y=gx+p56^31n?bdPE6RMVhcsx1#vJ3~9YSve^( zPYf(Jgq_@6j0#gTF~<t&Vw69=1(wWTc6QnkAAOa%{0cDd*@k*f4u`rK!VHUVZV=+V z75K$vi7Zq&v7L-Q7hM;sYsQ@^zWaIXv7)R^vYe->v)S>B!oDjtr}QKsT}i6)iK<JE zQ?aeTT0<C1m0p511boJ@@`iSfYeHc0CvzKYe1uh!&OFz;!X}C-b0zht+YGd^6xAn^ zYN{-P9yNTGX%z3D_s1otdw7>#S5*4Fa(>KZ2CJu2CYesYw2PH=U13?SdQ0)fD{~Px zVL>x?LlL{Y>rfu0xf}ACB@|KQs0I>u1|szJ5@-D_2zK0+vfcU>Y&kxyk+)Pa=lhQ0 zP03rG1YWORH`YJtrqi2Wu}<o9-F?ZxXzi*iw0Y?l%^ap14=riQK2Qg4Bk>GdH83WH zPu7JL-l)|w;r5=5jHESTOS7*T?j|KXY9IC8R~gk#kLjq%y+*@fXQDC`O5hsqj{PP! zB&awjxjGC36@#nv<)BLts*Cozr=myh=B-^#bt^;>{$`tkxjp_*6!^NPCyPRu*bEmW z|0j4l?#cy(oUSoaHUBD;=g+f}T*L^EVqc2`I+O&*9>2G<+npx&!@-ceq~^6B>$7c$ znrQS9^_DrKf#>ze|9H)lfb-?$wfldp4(^J5K6#OTu4jF?fm8Q4C!h-mbEHEcUvLO> zH|fXd=Q*V+UMZgBK$x_GI>8_@F0Ir!m(;YDqmT_&WLj~1T}Y0~PvTqa0??W{&kT0{ z6r;LIHL<ByO^bWh)7r%-25Ke?!w+f{_AvHJzG$y_si-nVnsv=6_<0L;1Ojp;;bq9j zO>f30`7V&3VZ5B=>|Y+V<P1%9UzG)BS0)Z9$F|tYXU#!*?(mFQ7=4D#jL^fpwmd); zOwu8X6o!K7%_t$Yq`eL<ROIIh*LV3v^2pD#EXU222^!s59IO~M$6>R3m@peilptWd zcBkRWNqFKQJQb6lX-KYE`*zkg9?{5qqxgbZP`vrz$34m^Px5xuCwI|TysWFQDPJ-l znqu*`7WF+wQ@2I5gOp#piQ2D}(ML`#hh?44eigmhOEboA-Gb!;9rtXXkNe)Z3TAs| zD0^P{80W&dIUf$kO8*CR%8z7hTEjG?R1H3Cc*p)-XvG%-b~6m4IVwmO(}W4f^UE7b zIIhnF+di2^z=Iu?^z&TTy7Xp>Nx6^mtS54sWX#*N^GeLAvqnGWgVvh%NO)5m^@pTD z%i_<bicWVTO}4r)iG!d&B&(#om9(4mgN6GJot2eCUg(@x7$S-%ZV}u}b4xdSZ78=| zm--0~AUIj5F4CR9B!Y}>{eSGecUY6@wl<Dquc&|p(Tqq@P#6US6^RWH5D*kmTE<F~ zrqau6M^TJ|$cR8xKvYUbAb=pe(nL@|KtP&=E<K@ykn-}aIQ#59CfR$ObA9J`{jTr$ z$3ExUk)86q>$%sx?$u1-zb+TL1QrQq`Ey9%m?Q_cEst1D{&KlgT6V{xyl8Mt;$A10 zudlnNgm(RriIw!W*$u?~7a+S;cZBpZ@o60dRWPR`{bXfT!qgkv^iDRqKXo2%-$1<A zQk5Idlp^Bt2s4YN!%ouDqnGc^o7rDkS#T$W?x^WeUH`SRc2_kmK^6=moL5<kF#ppO zA`&>mos^f^+(;+sw2TmdiOWwu4g}AY@>XHNZ=aS+d6~wIbZ*Pe2$AFc+n0emb0WQe z@u|E2PMJycOeX<fYBV;8z|*I0@DHHymco?$<x&`qn{FtTd~;2(fr^*q{y7g%gfi?E z+g+HlMo~|Xa2)8<!aY>>#OJ@Cs<&vral@};F}K#px1kHt(C%*7Yx+{#%d!w;f6in7 zc7l*;d`p?D<6Da1cWtkA?s#$k*j6lk&l73!OH$14IG+HyH^yqMY~_iYu*Hk0Uf^-h zoMb&I@?M5F3cZqdxA#K>ZYu|j=okmjGFRhWM|c`Wqii<XAew)s;ZvDH@`YI&q_ofD z9UoK?CEM4zuG|wgDdGznlfhAHqe=U3n<qs&Yh1Xiap#2W@mfvT0w3b!><s(WSL{vN z&=CgUL)mtGSMjQSSlDQQ%oFC!O$M01!N`RXY-L(zpOOm}0DHbZ@lAsf-1D`9J!iKX z+W&~kbe2BhPRVS#mAQti;QS^Ve{1cqp9KA~+p|+Ha~-A}oEH*MCTkxOKPj?sWC7Z{ z2<f?M8%e=Xb7V{$K!v3RnYfGabKWj3CX9{2pM6o6fJDj#u!rALUZqz0xhijvz2RO< z%6NY>Ilz)=!NOnx*a2eTVR1HiJfnSMuMRud{CwPE=-<f%@J_01CdBUXS!GT4RMzVf zYTw>1+;#gnNotgwrC33`y6KkLZ_UX2Q-Buw+u-evJR#V^4Z4dT4TUao1so?5e;Ms3 z1j0XeLH}ke!d&;6gm|)dGL0-Pm&ciXSUo-F+V3+5&hoCKtLll&k?Si6!;En3w$$lr zs`FQu^&Dj#;h!ueAP*!E;V>RHG&N)8o9|dymM9|m2OK=!T)CxrpR1U{y|Ox@g|VOJ zr@m;@)`li$U8_Y{nEG*@1)C;CuGIy3RQH~P6aBpiZpK2FIb?EeFVZvf<hM6uA{66a zFk4NMGU<TjfwS68-+x~6@u#QDWw;Ug6EWEAjVHZrA2X>o76wcDlJG9~ms@c%R;9T~ zo#0r!ZBAnxCYA(>s=iVv2aD_+#Eod7knH^g^Cq_G!&1?3EVPUet2XhDJ*_7qEMp)v zuEH(eSW<LgeRlq9r1(|yTe3>gvJyHnKMn0#4UFz!g+aj<ZCBF5C-8RpoaeY0Ga>85 z|2<<6_ZnGlaCxl^8LI@tfK2krwZ%6S(+Ai=q)5@q=fY>)4bS9AM3)YaXwx)O)9zVk zSX>=a+Vp9{iL3a9V`F5q@_5LAD0j=$ZqA?l)hG0u2^;+TYwTNulQ}zXR%=8%V?X`! zX1YqYMdQF8t57UV^r$)5+QNIy0dc%dtb=Hq0s)JG=}JXN-UhUz5w32(Ll&swo5w&i z?)*<MSxNcgbvlA7MZr&u;mU1Ae|V~Y>#5q%zYsRa19kK2a4CT|S7%(0YN%~-knSLj zKJ}f`j!?sEGd7b_gPY7fhWE74?l!MXS$%*gCu*_rPB=&Bm0~*S0Fd9ftBc6YOI~sQ z0U2P7d$ocEb0Q!UUjbD5EyAB0KQObc#5wWQb;}*U%?OcxNTL+<=}NsZCTci=RVX{a z?U<6cL1{*tcnc>BUWp@}gEbudBd@Mt>OJGbNS^UI$ISjyc308IVr#F3iRjMo?$Nzb zc{e37>m7Fdm#+)=j6R;-mp_CZRfKnzZ<Y{36J98Gh%yzohjn({pt{-Gug`X-%>Qh4 z^2Kl?%luK>@EKa4RJa||^A@H+Qg91@F&zK8cTcdPG?_p>qlrxS!$}31h37YTom?{w zm#S;6?OzUrS2_~^U%Ow89REMt{rYt`Z1V2*+W58&xK^!%XI=-WzJ7aiZ@eAmNUR)- zO6}cidvos+gKh)Yw^!nR(ltB2%(`^%8ZvA^m1F8bY{W>S5eHV&35+3He7~Hg^yk$y z-9SzCSkBKb%k64er0e7j?knyqsXgfF?~KTAZcTqR+_vgm%HDf}vB}3RF12Um0g*XC zofLUPZcrFuxN;+<nOB}*l@>}-O2lO1l27&@ybf3dY8x)u{Y=+g+CY{R>SFJjWEWbx z_x`-y3dMtS)=s_7jnG<PiIumc5(_3p>RHuh>Xlwg^R}7?KF(Q}*0dok@=*Rhk0$Bz z?R}js4Wf*V+}i<Dum(~}MG<lVO{puWnCTT`!K5ebO!Ok=WAjsf&&>@YOl3Z|H?^l; zKXJ$AaFx!yz3YRDZ_oFCA*2G}PkUkUYKSea;S%EtU7fRpKwz$E6TK-p(0$qIl}X#$ zpJ}7xiM20^=Bdlc%>FQKZLE)z1j~#Nicg8>#K#x5Ff^D6lOlVp>-yCEk>w^ayO&-) z*cRg>-k734kYsb+vCEGztuBc$Gss=0qsHf%b;gP4>()6-orq-w=6dqLZuV}!#oXt9 zi&~X0la{%+h}wr^OEWTGy{H<BSle~C#cH+3)MpCMwa%OOm>Y#nr~p;#2EP7|=?kRG zos2~~JB~%%#DXRL@b`=s>6MCQ>&bBklN&gLQrm4PMr+EBZrL28ab$CY&5*XQau_iL zrKY0Ga@TSeazjpQ9;e+X_6ZMkKcZ=G>oCr;&I>wpC28<}sB6Fex?;9;&Qxr6O#7sW zq@M{l@YVG8mTS>+*|lm>I^_doisFPp*%r&j%ck#rTFrDn%%PK+%7L8wN|0qZ&V^~3 zHs<k2o-Dp|6>dJ#mp=|vXQ}F;7;RTI$>)mq>q2tE2HsHye7&vKnkO<@6nXi#PqiBc z>$*PIQ8)u<Yw`9g&zjSU`v=;G7Bdl(dob$7h-UN5{kZ2;Coj2MRpz<}J|&3k9Fw3A zaTdN~TxK@YN5GC2D+Q=<_Sb3}$c1~yB}cPz>hCsQU;HK0YP9*qS?miL+Moc8Ce+B+ z35=f|@vPlyyl7`eFYvciIsrpR5$;dJH&cR_y9Q{*K90QGQ(tdQ@ZDzZ_uHwkzTLr_ zSZ<*vt_kj*wob`pTNl-U(7G;ie>;1Bz=vF*{1@N#fq(PcNxx+MiWZy^q^Uh^)vD;R zh+2(DS33$XY!$g8PBeUs>L(1_G9VVXJIZ{372_n3FE_F@EP^F7_Z5||8~)&AEpO{z zQ%fwHxuh;hclo{NXYBQ}jLH%cPWRW;g=XQ8B#fA2a~0Y9u@5cNPzTa9FN0S3H!D30 z8ct4%Tp1WtUVkpTD`-ocdfhDR^S%1di4XrUSegwop@{~f40(wDdfs&1nh~ReF4U1Y z7W+~@Mvokrx=(|Za~i)u|6FX_L{IMn<F>&F+dg%puwiq~63_OfMYxN&6vM!q0gJqb zOlgA&^1<r|Y=FmSZq)xk$*JDtyz;s>gy$#BYbkVP&e8&GU$`Np#4&g*dSu12)}V8} z^aV@A^y1ad)l|2{Y`0N(W*R=ft$RlGeh>Tlq;!Y(3<6V*NaWblbs4K@ONjx}UJ*lw zYu#6DOV9mC?o?Loba7r}u(9uo8E%K-2jqJ#1jGTFp7DfkU;%+e%YlIUN|}$#0Ho68 zD0D@va6ZtNy{DcPAGqvwD|YcAMww+?&f`PrwZn>2Ok*=oMK(Iy6m4s<WN#kw9}0*s z!O?arH;A=+7FURJ_P%6R(03oEuaB_qx|ikKJAUebvy8#x*0a?fMHLV!Gx}=L&3I}v zVPZ)Dc&a)K=<!1v^PcS<Zea=sHNqFoaWe^WtCR^ZSQYfPl^RszNXuR2F4HL&=h5iW z9)741FN>%ChNR;Lbm^AZoT-ofwlazI#=?l&D{kDRZhMQXkE?cJ*0F>44-}V{#`<0$ zB)K!g!2~aXaYZnFv37)|eU^|O*2BE8>nd(byySipn{uTR8M3#>-eJy`!ebk^$m$(> z5Xwj~cgk?oHMHb?U_6QUfwXw|z$DIArW@}Am9DsOLpypb0v=c9N1u#cz%(g-|GtnN zN=WkGYTicRNQ_{njxbpFBGMy431~1W^70Wsb2{Z9H8gBndWd1RuCFW-Rd9LZvY`6U zj*_8gOcG8!aFX@5OK#3Rq%|9EP8arpv?6y36KTz<$Rh?x7GI66QC8Fbh})aJam58m zi@Wo0WqYRMKdX(3a>R6tF;!*^ThwcAF}g_8&@<6-Yj9K}!NGhuJmO47#;myC#`1Y) zKkUMhG6OGNkxyhziqzsq=Wb=WV6)dvimavarY+knMOm&dV{n0wR{fN3wqM^lHq^u1 zv8A~I;*pcgn|ogEdSi0ddCpyn;O5YAHGKxbjSTp!M4uE1)>;}+@Oe9Zr~nnS{=zDc zvbC$-8g@BO?mT56YvZAnn-UAY7<$8il|?sr7bh5$I=Blr1C*FUrt~EVxM1ZCrjsHE zGdGp~o|KcI;Jp2U2V5PyI^Y!3;fvk%@`DhBJXe{kVQKywgw#_Z&@ORTX5)q+LW(GV zxwi5#Q<7pX@jju*rj*gyz{q)(>|RGc;x;C!Z+z!ND5aTPmP2-&Xy|UV_5qCIEJ|QJ z;y%jVjMZqV)543;n_GvjoqH!bx5?_rr{3_g^{%DLNguXe`f%kGZkOZeb5stYUcwD~ zBMZ@fBVg~<!Ib6mCDk+#mB_XSH&>ska`J6nnKp4)<7$qBpKjQ$#rFDVvkYUopPw_3 zZKTASi3GN8z(-t~@>PVI!kU?f6XpC`cbc>2Y#VVw9zO74&Phthx<~1o9vNNU;vrw> zMy`6!xzBwLfzx&^s8o4ToR6}kt8UGY(aBX_{9IfAqk`JGs0fSg2kPEyG~_re(^QO? zU(#0vsQ6^esLT$AC8nC^;b~SaysP;dFUnDW$=nE6llCzpuIp*mrJkjy*0`=QFum}i z&Y4lnev``}ml2s7379tN3T|vtBoX<t#JwUf?U{L-m8OEW{)Trtp@ex^+hXE_dutx$ zGp|>N-V6zjaKhi(eqbNFg5g}JhKOP1pQq53uc<9}Q69rh@9{LRJDc7eZNEX<(_{O) zjWVPIHvWIdTs&G*0yz<N1qAj&RS-n3zIunvsrzcG5TDvCA+TK2lQrjS7+mYgi*q?0 zmSx$X=IG?ICL3oO>vbx&+QFtM8(>QHD@<(w5IDvxqU*LJ{h>%Z?ndsmkFT_!7q=U{ zJBZdO%}YsCba5zsK>XGE7QR7kjBLY$?1gxMY%t3gFx3k%JF#!zd9r-GQTW2PN7F(M zc<3G3kR|PPC{F*C`sK(*r#$NnkMZX0RB%SKYQ8$76^H|A1=FCd1)Ndg){}u(29?(L zyBl=f(>S@b_RGqhUv{O6K2rNio@hIX;ES#i81mLg&zlDHNJ3S6gsPp}v`6|1iXoCR zAxvKxqT+eS+CtY3+e1di(NB`nF{Od@00*qHg)(zsZYznoKKBAm7o5v7wMP7`CT2{* z@5ZfPl#e)_2(oj!`Sie}1=iQcn*Ok52Xw;N_$t!xMk8a_(#W+A8c%{H5AS=KzwYdQ z!+Kdy|K@w-vcTEqNtVm+D}*@dWa|%PE1phn4i8EBd+5Yi+TWb)fXQ>CUQKNyEOglP znb4~>w`!1_-0f7MS!J<ju;2IIF+Hs(x$`DPE(M_-N0^`-5?IC91zW<ofKuGBBVj($ zzoQZzy(+1)RrPotbIzS0)3eV!PkK5f4|t9o4XaDiQhmR!)Uaq*SXgt|cuGzf=T0l0 zcBJJdK|EkqK*{D+8=2beIR*t;iP5U56ko0qwMcPS?fAZuOb=P{cJ3YBzY9ugV8swM zgvwSU{mAbi%Q}|gsUUC-pU4X55`o#V3~j9u^G6^9j5nT9LY$l(6&u(#bs1sh#)-%9 zZ8E;AJWKjr-g!DU`r6cuyckm-SObT&3=YY^jUd{)slKJ>^V}MxL}#iKd0J(I{+C`~ ziC<@FJx1{e^*WA%A6QCnWL&2kU(MafIa&8g@2EXBBP%_vh8%G)=&0xE3$M2?s69&B z<v4^ipqQa!n>qKIWCeD+jBp=Ma|z@`Dc^)64F#%_wDzs*sDkUQlcxKPOgdBTH>X(w zw~JWtbK$Xd^k{P<F^5fE0Apjm3H6+6ytU(qIm3<n6mLfmL-I}nOkC9ZnVFaT*-NLf zXqEIuQBh-`GDoTX1!s=!h!WWqr2C|j5N9@_!d5^^ef$9Lj}wE?QSIh4t`tc%*ZVgj z4|G0k$TBKtCnVt_wldRm95mij4utBPRe3mBTiTvVeic>8DkDUov?GLuK*m+3Ec+mH zO+I0^)-QdztE!bb$}Vo+$KzU5P0H5gX71{rX=--RU*s!v!dDxCYL!mTcDTM<0X2-& zRe@=%F)#j-AR$|_UDD8Rd&JS=n!cmVGY8`2msS`bY(SQttHvM6I!FFnF+nbcd>x_Y z;^5)CaES~Y%h21#W!`~!^J}iZM;LBNc#<5=UEWJK)4!YPvQ%Sp#HCcDGN;r-wvhMC zQ}sjIjf3#NkDq_#OBXAw^Ldl{w7!|bh(p$S$1D1}1|1<<DLiFOvAM+F+ZTae#oM~z zyuu4uH`6^?o)^aq5>{lcaLiNn2+7(SU3B;-(Whj2_~H6Usiu}B(5ov$Sfr9;HNwa6 zjkZRvDRloiBqQCSdBebBN_xhf!*jx93sk!r&oI_~X0_C3_zwAwY3+sgS{}foAzEHY zn|8$;1Zc?h6IDa1l<F4q>`f2cq^+0Ejed}>gfvTxQvyySd0FW2dX71GYA$Y4WXCIV zl}~@W!ojC*O48zOG2-oy^^~t}m$*}qC*e@n>ZjSOS8Av~kls?Pl*9wFay$>n+FSt0 zP?~Nb4sfhuR-;!;;r^YiJwr#5jt4Ds-nUom;VhHAqYa8*eey|Tz_IISzZ=~gyOs?& z_N84x)$SOrH1eR!t_L1^)|7<G4Swa$v&j~@qT;=JCC|r9vz<$}FV6N+YQ+6*!%B`) z9Ja;gRzMkBIBgs&>?3eBnjp|!&XrVUBI_fiL+{Fagc!1$ttk^t8a_D=k-8E2XPk6g zQ=HOrJ_j)fia1#$&o*GAp9ym{TjrBjaqH4sW6BG9Q@pCmYlcR%FNr73wQN?AYyEWh z0FeQ8B;U{N+6gp*=)@*#b*z{z%9VRXHWDxeyCj_;s)O1=a}~0zuVQ1kV*_J2b3geA zeaykg_|E<t{~}3=0aaVO$gRZs#^TSiG%RLA6c$CzG3|XbIHQ4PxH2~RR{V=YBA0p< z+gq5c!v|*5v)j7^F&Qh4E%Q;L*F8g}5d-V(W4@{DG8W5Ly1wkmKGw~xBv@iK0FsV` z#c2PIT4eO91CxNwhnMcywxL`E%0XGvJC~o7+(hO0>uGOUSDl)YmCNwRn)szmu{Kch z<Y>Fx<JLpHgXN9ZHszn~xbhH9{NIQNto_ynKC+a1-)TBKvpUO3t~xC}%VXkjM;k{+ z`j%&yPGr-;=k>7-hBjNbsUcAnjryFsaJ10@pAZTzpTu0dAcNM|T3qb1*e*)~Wf+IX z*|Tow&hfr?dt0k6PDMp*&@g~f#~%}{!hLvjt=vH;Q9L{~G*vI*^Y&`dMK6}!+^lDG z@KhT&(X86Op{iPk*k}}`NF_0qTzH2}#RXz3nmEgNhwNZzI&#o@=je^pMVX7@p6&S5 zm*IPy+fMK`?<y8x`6C*e!xT6MfmilE(|&1J<=7god(J1)#Ug3J(n6!i$P;%@SKD*k zdLwLW2{c0-j#=FXJD{n`t2le;YM);u_HOoc@_$AswXrY#+$4SPc-<TjV8Bm*KlMK$ zAblWt7Qk*-;TEHP`R@Rqm(*yLhO=7xC(M;ID2Yif_Kud0-WEk{3$&Mz*5%h?o-;Uv z*!s5kwj>RnX`$&T^W3{SR-%q=WM+eVFSJMuP<=%);F?n3DdeX!5}#!<rhjVZ#t<yV z`Ur~!V}{&@<N!W4w<i9I!@-0CFTJw#CW%H*7yrg=(88#}1d8aue0m1s86CZxyMc4G z&TsdV!(KLRZRN!WbM22`HSu@8@Nv~;#a~!rUmYHh&1GLjDbRzDxz}NlP6=ZXIZ9h% zbOIOZi$8w+ay1}fV9MU%%o#bSbr<NkpXiwAb!c>H8*H@gA`h(ms-FPuzxeJ8Zkit+ z<dalda7B>jwrSX^i(~g{_ddD$sr1U$g`J;B)^GlhPZGY$C$=D;%z>2K4SnvZm>|2# zxXbS%rNh;xHHVmcHrG3FKDmbZ)V#PK@=WfdV_I@!N_y!)y|?0;zhz)Y1Iik@$Zbe{ z<7+Kh`iz(jomdPtN2!-J=+QJ%CL3!sSp4#oOlYqowSqsO7}xCwQY1&A)q%{g0%V4x zF)A@Snz-}Nmc_|$4finj0L2U0yxiKSx_w`MWNg#Hbw{l03BHQ;gc2!Zj(9dN&b5X( zcf1%~z%lfU>D%fa6?3@v(BiuhKh>pwDLQ<vlt-yS5&RnlVr|TkAY&%2Abz}BkB+uF z*&K%lD9R&vAJKjU<q^EC!U9Z*zFI4PosiIub20;-jw3FP4VcGEMx7010-nY+2kukE z&LtS77zcA?=`QUHvfEZ}D##ySy2N8^+=zkHrW<|d7CanXeI)Qh1XqDvLSp`0%!wux zDzn9s(b0A%o!vUYM!5Ig8c*719Z7p&Gp_5Tb!fqAvIS{T=l;tPrjdi8_IS_dIi&LL zKDGZVaX`!^yGrtn!smBPDRY9Y<xkxs9vmB4u$gReRdh~INm15lXsSa`&Vf`5twvm8 z4b7OdRGlX@(nKNXm_HaW&kuw~HMwWr&y^mswCk@m&8qtN@U(kl&I^oA&Pf<KjxA8& zfqknk7wN;XrbnHnIVqSi!$s%ZF}-o7GPbTj>DHH?b{~qJYp(RUj&_-tQxA;Wi3h8- zMz{|sWrV^>k<^Uyeg<vxbu8a;b@P0zYsQ)eUUo+q?2T$Bo_Vh)|FO>AY9_ylC1bDV z9WyEVXfVM`wCrWA7dw+z<q~ihG{22=);@k&9@?!86O!*C7a<Yg0+K0ybcFhxwK?|; zGYZCm+cK3WMNUnM(APjYmew3{jNR9C!+))=|K9&EWHBJ+FIU`y1Q3P?1puVf7sW*c zmh>P5hJsot_Y^s;9T|VG%=L<!z=^&l4IW0>vl1pqp?H3c^Xva!2!r7bRFmm4!$5lK z*;#-LAAn!n&MSj75R7$3hnO<)oS1@EGS>_A&Yt|PSH;-eR=C&(PoNMUrtm_oSY238 z3%|-J0iw-?7zpn=;Sa9jFe6!nJ(Gyt6;vO;Cerw2!e$%=0X?9Q%wDKQ;;xR!T?!$i zI|3minHMtRu?yZhX7Do(9mTfpe1Mdky$1;TjAbk|HxaN8D<us_lf;lu?QLZ4B2V4f z$jdI6IE)>AgCBZH;9k}p24z_&-3!<U-UP&~j$sT&9e;{)gqENc5gIcweGT};cr0X< zG*Y6XOs@vyAl5oC!-bp<qej@#4l~U${eAMxx?Z0qYxpT|R5+p|*9A{f$cb%&kNzv> zuY<?*eMn;y@X!i*6OCk&lvy-%v|3B>Bnh!&6E6fZ0jOSIHfVPpPYZpD0lu&2y@stw ztvRxAvEFjPR4(p>ax@67pgs`gO1~rnR}%W_n5GUOK__hc!IkTVLWB7=h*9e515EJX zsHtSqa42CR)b@+PXCx&ss!*Y?-hzvHXB9kg8+32r4CF0u9Sj*wtPm8kMq4<G4*<f0 z-+85sjJBTTO&csCK&-Ns7pokHSS6JVwo45m4HHGLqGPR)O^Tlzp@N%G&&0FX%G_6* zS|+wEYk}{}{T)wDLg3G?gRz|C{h7lEj`=eJnI6EG<J?IREc8enq<Z-2O&6ZF15z!U ztPOyn!@N<s)MS0!@D8XMBZGiiWz?k0iPXn2M3uQ~*$zVVMo{!RDmV*|W5&vDOS#wU z2rResm_W26vJA-+<*wBT#q>|daL&S88P_@p5fA@>js!lQps|KK0{7BJ0oz%O3?7D^ zjByh@y%L`NObO&|D(t*L$B5jY%Hh!qL2y@HPS`T!2-357tJesor)eCEjAoMfg_{v& zrXm3l1B3`K_}l!39CgNi@UIp;(fQa6u&CHy>h233S;2YeKZz!B1K_ttO%ORD6r`^J z#Miw-PQ1}fxMG(JJ|`q}DW=X6%f}Dz`*l*}HM#`{$S9z=!CjxVkr&$0=R#;l=4v#W z_o?|r`osJJDKyU*6hKYV0x<sjL?#sC=yp^LK%~2_hgQM8r3FV=xg-q4icma-0C~^? zJmf*)pZ8e6dq`Pg-GD{Vb`v-g$?YOB7Ae2w08aju-UZ<ipU3pCWUoa^lKj-bAxwoU zRJF_w<~awwn-nQNxQR5ObXJ*Ws&xYHArmPH=|LIzPe_kiCyw9nVgv!{F2b*=gUa32 z2$#_1Beab?h?*2}#qaJx|4L9&9BpI(9K)jx<2~9`c(f|!UB;Xh;2-1-+HvfKGVrzg z^feG{@B3=3nRD9>$GJCQ&dr%f9jgVi7YOMEo#0Ci18xQ29a(f_n^!S+ToDR|uVK2t zf`kGyxJMvY%6K4G1ubl`BxJPxtS$(;CAv5oWF4z^7aC8<oy4{x&;(HSHB#`yca)rK zVdMJoqY=Zo4T1s>0Z4X<-et%HbB!%;pdG)xK`vl!+qVhiQpko}xN#k|xw6Qo3yFZc z^J=;X{C-go&7T6gmKYzvP&`*7=pEV-2GC-&6pOIU2WIO`=G?%8!Szjw=t7^Jvf^m8 z@T{7r8w$6R$YVN-G&DrvdaB2wqc6eu1#|TR{*aJZQ~hRAWau{ni*7KyB~y(14!p!s z2}I>@_(X_8t|1+frDz@=5XuD*s)ggqLnr~s4D4$fgw>Gf0ox|eZQ*KI)%^x;_M1nM zBY41%QO<2uq>qD+-UehSDFoa5l?SIp!Gnk9ffevDq@iGf1=kf4M{`TrF@n}A?2Olz zq8&l+@x^;pTqcwt{4~Ss_0g5F*)stF)M(>eIH}Q~F4Rd;@Wm|VZfuV?nd`%qadRVa zh$%!CoAsKTMlM8|irt*px<dT;H2B7f4#Hm3+`@B|#;h^r^3`p&oNM+--6zZx@1!UQ z#=PXaVCX;0T!ZP~#3!Po*H>k%LQ3SXj}ozPu^yD4#1Z*0n)p|L5RW+;v*8&vU4h2j z`Ou@=!oK!5fVr!UJh5&g(vCc;`QHJ|nu7T&GWeT|U_&J#y#xln1um*ul#l24gri8w zR7(s6n9!T||1NJB>O0T9iwE?S1e$#z2I-ln)>2pAj<f(<3?i@&660P&jb#-;2QvB_ zEHkhwHu<0IyZfU@&%B(FKE#P6_Y<KAd&<*Ek>2TT4ZLuXn}Kw6A}0{G#(co#{mM%| z%&biN$GQYz@G6)X0gBh)hO)bsVy{dYU?_<9IL%s3SS{tM7~LIpyz?yoWvu+@Lo zKHXXkeCI5X9>A2*hpp(ux>SS?(5R;+%g+nI(!Qm|JmG^svn3eq1%ZgW1K^W9%yXWi z;MW(U+)H4J`rFmN4^0&ZiF`a_E<inB@*oC&Lx|!plOijBE<-zBzC-d3a^=C3*B`(R zRJXaXrTolbu7FbCScCv;h`Ee5jX-DvHQ(*H@g_2szh(jyi+^)sJgyBrACTM^Mf!~> zyySkF)KnhpL-G#5!HF)yciazW_Q34~jv*{;V>{#u9Im&YBD{s17{_sJyR#Dfl;g{> znG=PA#|d0mfG`0U{<cy~tq1)!_>F-Ci|lq|76+bkn<DT14~4^WT9!RY$WcNb<}2U) zHduxbuNnN-@WEr-;kn1|p;GY^GPKVj@Kiej;P>SH3<9lOE`+$5E!Z8ax`8<1ulhu< zLEa9NxIV=0H6^qPY>(O>Yr3x^H1moHJ@PeV5M+heLp5xBf{@pAfmXaF!owyLVs~G{ zclbX5s@zg*E5w%xDOMrh$5X+PEC~=t>aZ73PIRQM8sR5c%ZZ!^O*pQ9IQDtD3n%iX z3w&4X6OMKWg(|2*GK-eNtAe6<69rTL)#!Ibd$OVvKRY6IOt27n=QW^fh_YvfV|V>2 z5Dt7#oM8fM7L87!)IjX6lpZ|S%_bPQ{T_K9qlJ~7AX7kg{8M`?fxF25>&<6_=|f5t z5a2lR3Nor4C$$KhfO|=nKz?pV$JfhqFPm~IAPoE@7-jqs*nb<`z0CY4Nm!`~%7#p| zd=;K$Wt;`=Z%`a~6=nQv*TUL8-y8ZRzm-ZK@CPK0?*&e*^)*srY>c5$y;II9#`G*8 zz=od}E9|@no`YO63yfRN;28qn9s$d#b!XHNB#;ul8<Qd{xU*Yv6LP;GR6-<CKr{UZ zEDBTKjkMs7+#*op;SHmW1Cil<#T<9o*9CG~0$)u0HDG8U1I)CN0A}DGKi;4?7IA9> z3>kO_wVRxROK8hk2$jP-cu7xwA%XwUcomi39(V2+KDVZN3LVxy36k6M<;I-wE#b^{ zI8Z3Q;l4zEjR6ptAFG8_A&fXpiVUjvx*=udaF211MqBtR{mAc0O!WfHDEtkc@iSOo zTx}T3iMJmS;!J&BoOuKQVR^!cJT@NyH8c*k!(UsB^ti`K;lWT&*~5}MY_A3pGw@5m zK6C0>ePHz85notE%3|I3k-ET%s8`1^b{H7=9%Ri|Fc(1MKctVPB#=H@hq%{kQI^}w znDa<S43VjT^sH`^=Y(zoKLIfYJUaf+g5YFci1Ot|m9HQjvH3`FKzveB%kaMAc;FEl z(ZXVoC;T}}&@%YcPayz)5CF9!{@J7m0S2FFpKKY{ui`~DlOl#H&};<jwzWxcTgN6v zVjx+wGz>J#2RLDIT{a-E{!QIPWb|63)J)#JTv0_}S%KkyhZlr&c+Wp&VX3CsSSQ?{ z--FQmf5Q(3q?#1shmB4Ws3gE9bsjdkU>dLqSKvsEfL-wEkMH^GB7_`pB>~$ji66rV zti4C!%-X>2e)r;eT7iQXk}L)}M8HmkobTO}gkkMdxc1oP8F0B=m<puWF`;Flf-hS8 z0iBZ8tiy5wLNqcfFx`4xu0QwJfCeE&o&qnek^;{*9MAO$?_Nk(!S<-4eb7CQOAq@_ zb<Nvv5gfP<u9m>sL$oB~J3<Rtx=^)qT|m#&<%4BiK4QoJ??7wR;<@jU!CfHoT!ooR zF5JSugT`mw%sF>|L+R*;-v1S7yb7@Sd+Ja@px`f26c*x%<2x=S0XVdSFS`2wGGFi< zd(BtFH`Ledh7M7XB4w_EZWR@2vPUlBS^IVctxZ1ubmCo`Cnt_XMY+HM3yEA!rb2Eo zIWkusDLsM#de);HC`ziXxR~&zL1gXYpuhbeMIqY?peuh%KqESQ22H_pBWD02KV5p` z&)qQJrAdOiKA_RU9f5CYvo1ilfF{qrr;Oz*V74IIf9tsbmpS(VEl0q`{<%O+ja8<* z5MJ97hFnBg`(fYF-FlP>OevPM_&b!auZH%G?kf=AX(JOq+X1_t0H+xUzWh1?%L5yX zTlL_(a5QXOSAaZRfvgE%qRu1?DUtXMxpn(g%dk}^N_`H(R7XWWc*Au)bafERf$LW; zb^j`s^AUy0e8QkN#4*TkZbbGVVEfTU9OAz}E*`z+Z{nE3qj|8Y7mh9P8fkdnJI*-> zkz&Roav`MoRu>0;E^x4~awXsmLT6)YtmurTNXf>VlOj_&Z30JWBjm_{`SK-@Mq9p( zb4@@q2#Jp81|TdqiEyMu(Et)sT-6F8rwCmU!Yk?q+mQ){jjJHmsgibe#c@KsT=bBh zGkEwZ)Y}MT&P0(W7f75XJN_ea#{XiD@glUt+ZfBy9l6uNv<3eriH<P{ca6VGkmRPt z0FCI-4MXb4Rjczz!&+q^MGy6<2nv$^z!wBWU6_If&f^At4!&<v<S^*h>-z+?$eYEO z;h-p%`wj+H&C9@ybkyP7PKum{4#sctNRW6Ih!r4P`W<myNFe978rsJ}Mnf~e%gQef z<X(bL)7NSMiGi;Y<KILTPhqaMyb6J~8~$g!DWD+_Ae#s-e>C(fixsG`7Lt>@HEUAD zuL!9NLT|gZu<was`Rf8~A?gznRs17_|F%Ths_9=0;a0RJd<SE(9voLmz8P9w|Dtvt zQWJdI8e}H;PR^Bz?}(2FPZf?u+6ElwWsIR`2!3LfrjV2WBd5(@Im31!!<UXNf+i8{ zGL6UyU52MAmqYrDFPHgWus9C^R0Lk~Vk;Pk(dHUfnN2(nDbZD?0c)u;mM=gj<c?!o zNh}i((D>uvuaSa~yqxY5AUQCFvo+voUdzzSc<yC`VLY@V@ks~#$M&_v;M*e?tV$<L zNT)!3NX@)>%pmd|N1O<f#5eW8x&pGo7k(%bNYN#u6X}y8<15BA(5`NzN%RBDMNlRZ zl2_wy7DzZvghC!4977ee7%QBOAI++|1@U!=iYg4;KxCxgUdiUdIl2U#=DL5MzLsnR zU~~38+E>6S|GaTh#J`j`Ll=MNE2Q%yve1%~%GdZ|lVXkpe)Kk74AZ-h+=BQ59-cs0 zk)F^-;P0ah&qs$%kK*5;2Ws1fCge7fs7R!-koZHO@)_g{KEYEE#h=6P89wk4!nF!8 zKk1aA30cUw06;&vFD!usk|fj{2#M&dc_1vSv!)i$+GDg}D(`B}?@{I|f#H9bD}=J* zbM*hxf^Rv4ntKMW&?jxe`+r9sgm^>r$kR65g#0El&6o#LD|jFUpezN0Fa(cPpgmO$ zN*4aIrkD(%FdqjAHD#{MFK~2jitsHpk<l1|(-+cN3PMN%UwTy7A#Wm2NT-U@tL8Pr z4a?w27y}p@z!lp09n~huxxlIJta9X)iRejLfxBDNAA{v$ze5fUl67+?co{spC^rv3 z8r1Md0`J?`hzpPo?*mwl!N@f)pl#BUgfRyGE)hywzEfO#l?x~z5+mBD%$3$nDkcr< zwfV0B)>SA(&WsU=A7E_9I==oqfxiK=6H$$I;m21aBfF8N46N<%!1K$@1SmQpFk8O3 zyZ�=S^Ta6tEmkEm^qO;Mq1LfKqV*Z1+$7J2s$Id{4v|^rsS@-Tw=SL^g}crwMzG zjbyfrH=u3dSlF5#SNxzVnup`ct=1Md-}v!=Y`3_?d(Kh9O&40X36VN4dO5KusUta5 z`R3x*(J!f+X4{-dmp-z&plj3Plp)vW)>GDRbr@-BNUml?q1@<KCh^!C&(90fm=DhW z`a9ETyg1Z&RhXknY0${~U$5HAY1~Y{(V3DK6hvKpOhmJqv5y;r+PR2f)i^QagiC{# z@l?mGx`KhJJ8E@r21xZ}cr4i@_ta(AC#(8qtLE*Lrep8QUq|nhQU4`(O}QuuBDdYB zGofJx!+{&CsYok+9j!pixb$k#Q$MYbV?zs>LxsSSU+J}LBq?tga#|f!Q>UGi&X#hT zS0|=A5^~;h(Vd7M<e2jL7D{)2Jx!$u5p^eALg$Q<#H<fDJKS5f!8j<3d|m0)k+$o1 zGFtjV${yPfPJR2r+0G#Brng(Mq^{(x?zUS15z|+vzNmD<=6Q)yuRe1-+iE9P=&7}q ze(J@q_atjqRD?9FU9U91Gg`l2*VlX2Or=e~OzA;pa4e#=nA)w#ig==`sQ9FaBh#mx z{>rd*?>q~e#Ht;)oRbzkiHv)7IXrk@RhZ8H6KB+Mi@E7a1Gd~J_!HM2y$t^3hkQKq zoO)+cM11KD$1H9j{*(!O1y&L;oqPX5QA=aBmx1<@44>DjOL{zAhc#0*T`zv#XLEv> zq8W8f;*49w1e<Y*dlNZ<JCCHt_rp*Es!KnGHj?*wZEdcm!w1JzYiQ`D(}~LD$KkIr zg@}U@UeZTo%<rk*xwLq$^ox$EJ8-A}F<o_v(1fdScWnQ!(ibh<1$@&Bgt5qc1TQ30 zC`_9MDytEQ>Ag?jhyi821Oi*f6Nr+Ed2_3U6@v;Ec!C(mKQI6?QGC%Qc-oSwx)}P7 zR|SBF>Om-A7R7Pb@<*M7xq{hMau(j<uLnOQV0#k_IOi^H1_#!?0Zixs)Ea%49&+oS z46)!Q(sBmsk%=Au=BR}78C6$N&RsY7L}RXu<{tR?Q-pR1MB*Tg3w3_{XY(~{Bv^vn zNh5<yX-p@79Lvnc^lsWRaou8q=g5CvHYbI|tpa-VO@woI4BrPTPW81!cy|lJSS!-= zL<r0IqjZwL(+N}&PatF^CfCM@*d4J;=fO%s3w#Vf;JqU#M8nVmp)dA&1p}igMaFvZ zkwp0d{KUc<psp~=FhCX_Isp#}+|`iyk;m>>n*Sq#%m1PjfhTb%fW&=g0puC)@QUCG z$Pp5xB>p;5&pjcSVKjtK{x*HBdI~@6;);OE!1g)`QrkupzAyV%!HQ48BH6EfY=7yl ztss>Br=%K{Nu1EQi|=1WV3{y#z7_?}z(cY2YUERtJFiyT;g6EQZ~HBDMUj#%5x@;_ zto?5CpuOqxhO@_#cy$Bc7iZpe)n#`<6Nwq;(k&>9`W*^A4Mw1dTu>PiUaHkaB~B>( zf<Z7@C3BA64ayE_FQh`;wD{A7YJ!ovj|+d_16c^q2?TXab~~O0<#O%YMsO3dfB|)Z z5Zl}la`0b6FaE;jMl)X7g{+)1$7NLhGScx|-lWKdfHOQ~y!7pSgg<WkxAn>ZjAI&X zOn(b<k%WbKYpn$PSHaOC+Ny$_mSD;iutq>e(a7Ld02Gnujx1OJp=TMsUz%`7Fry-n zV^xF5LJGe7pQm3y`QQGp#j1|~tV6B@6DW}gpA@<E^dx@Rs*6C4{kk#>RFD7I@U6=a zN^8NCX2N^@sk94>uPlRCPVo#vIrVKAH6XAW`L?bD-GoqEL?^ZqmO&VGK^_aYFz?9_ zP+bL5ws&1&w#J?N@!af*pWE;g8-~ej-x1rsr0=UcI^!D7jt0=P!F74ie+aLCQ+WL@ ze+Vi_JRo(;FX&iXc*j}SAL)TVrw5=rcCjc-%xN8B!y)xZl>L!l{q{9?S|I1z2!S=m z+S}HSpTM2Ojg6085MERyP-yhg>nzVtlE!)ok-G~kCKgr!guLLy!UqW{H2Oo;;Twn2 zN&9EB!*=ICX|00wMmT;Q6$W;HJ8((hFN`_0q;Zg*UIJH(Sb=q-<BPr@lFOh3#q=1A zpPLlfo$$W|lm$zXK%VB;o}t?AFB1mmzypNL$lxL{)OXqc>%^g@Zi+y`7D|o+!^y3I z2n`*5hBE*q#4Qd3&FYW-$XhW#`XkkT^hf^akNl?7^hbZ>kN(IX{gFTVBY*Tq{^*bV z(I2V&qdzjgi@$;LM}OqMM!kGb<NA;O$bU`7`M$XdKl&qo^hf^akAyO<r9b*3|IIM( zAN`R(`Xm1}Q|{kXGV`Vr{^*bV(I5HG*|9(RBZW*>fMm3g&eR|Mkw5w)1-jLL^hXNc z)A6G}^4oa|Kl&qo^hf^akNnqyiXZ)vbwBze|Ge-Bst|tkNB%ME^+$i?H?wnp^hbW( z^6{fTk~b^wM}Opx{zxd{w)ta!;g9~ve{9VA@3pTB=^OabANjq57XJUzA1Q8P<IW~< zJSRo2T5|7d$puu!z>@A<9CM~QUEJsF3zKsUk26i{Wp3>_yUdDFZa1~kj(j6`uHQax zYVJ>16=`bjO8CEN5q|rsbGI=MnEUIL6K40Yjxh-~DK7#|=Emnl?j8R03h!_&t}^1J z-6I!`!IQ}(#zlI|fHIxT=p%f}rpga2I!lW;qSfWE)pTmZiP^7OUJVO+bh_B4Sub9s znSDGOv238af9V+mie_E&;>0_@hD;eV^Xp_gL)%0t_7>XNTqTLvLz@lBf!OS7_8w*n z;~6)Yvyx6~a}T?`O8zBQS;g6>npwZ$<j1sToo>Ud2#I6*+A_5vd!OqmB+oF~6mW)1 zfw?GgIGPcg*g#;|@5MV;TpIigZI{oiyb|RLgMWb;ihDGdx82w+TQ>xQX+Bz2Ok3_B z^Zvfr&@a=b4n-(-lbF6RHy{BEF`+@f)`HJO_;%t*K@&<1BaDU+&$lo=MiFf9L(xZ1 z$<avbAc3Y&X6fm^cHwOE;f=^MnG_K{1I-|2NR__URHU`B5*qKM&uig?Ecc+xGn}~@ z$T4(2^ibKp+DU&v;J(ljuV)&y7iq1D7F}fJr&Cp1zPIaY$DXzWT2)dh=g*e65}x2_ z<H}4~bFNGbRUKQI!<+A**soDaQTX&qC0<r>|C6W)pSbkkz7E*FZIYxrGssN3-Dk`q z3--CJdS>7K0=ip-OexZXZ(SbHh`u1aAvBPoy^?9dKIXTMzU0C2R!1*o<uu~81}pmR zpK~+M+<do1<jP5nQE7A^UdR!UYU2(B4!_mW%gp!Gds3HELoklI6!^3@zR)|dd&%AS zxtk-5o4+)qPFM}2{No-3=MoIta+ZW*bD&&)8k1SUUUL{WKC2JZ(Oe3BVguAtU;56+ zwRwbTCd_GUR@`gmJiB4;T6yjxn=A15@8Ks!B6;co%drBRDKvZ`j=5Ge&v3=z-&3<; z^O^}WF1AQ>Iyrge?lo2?P98D-5Ttl0mMIymCR;YpG2rfdX2|jLXOB7Jj!IfdW<|qU zi_B9g6X`igh+-3qEjXb=*er3yhDi~7W2QneM{H&xDK(zR+4d00)5d1l5L%duX6Y$u z8BB7lX6Spynddssl{Ovu?flF$j_oLOHDO?gJ;!ezJgmY5<R+4yk&mCJ73UqdIXa@H zFiNSZX_~>qPW7hwjh@MF)vht?lk_!L5}$P3jqItnwr=!QglYSy(i{zf&#>;?aND2Y zX?xN?dEg|nnfPgr;FSGb>ZC~EOC(PL?UBVzL1_bDcr8W*7=e)LIgrhkV7g#)x5H+5 z_%#F9X-_KhJy)%xOVPZ7+S@kYOFyHlsxB?R_&(!y=iRB%o^v!TC<=%76&dN-T+$y< z%<fOFX$i@6bCRrayYG0}vNQQXigRgWw*1Mieq!Ul8ILtSle7IDHXB;F^wu)regwMc zLd#?jr{ce1rMIRh=?5;<ahG}gQa-_6IWXH!0}FQGY*}l1BeXmIu_1aR#gLRPtktwe zh<Tg8ZJ}8hGuOfsZEwf-2Oovy^(`5MJakd-9cFELXTK_Pz2V?6?3g{5wAw6F-fsOv z661<@<VFqCHmUVpRr(GC*|Mnl37<%Fqd1!tMftPSsr@0@zNf?L$4GxYvLvAc$CR_> zh__?2vuPC!Nt);d3}*M{?Fg7-*HCmNs^N1_1hHs?+&bz8f7jmSlI?30N&_yNKLmiM znGu<CqSx`Z#yF<u4mijgoO!QMly)e=>7>02ov_zi{(gVw!Qg{dCsH?xEa>>y9zWYn zR_{sDzys94S38N3ao=l}k>*CD`P<myNlq^P4U`Ntj0lb5e4BZoUYg0<qB~8In*(FL zj4wpvm|-q-BBPe6+Zy<htoo$7+L9R>*ZAQ4^>b2B*cY;$$I7=lON`eEedzt|Thsbr zt>n3m*ax?sJ;_}*W*8HAah+LAKGW;qjhi9&f>p6C=j`#XIRLgo=7fN*aFGyDho-0( zh%(nI1=6Rs$qx`{1==5|SltN4+MsR0{du#yER3Fo+tbul)~<>T;<^dD4>qK0YG012 zM4X9}mF;hTZlBaypZbp0cEwLi*HrCSSmYNKVc$?WcxNI8dYS!T&};-V5TlY<+D^QV z-bL`@PA(b73S5W94*RXow#_Vn6&tNrDUT|+cRG5rTnblivctVgyFgfwN*y@)tN$!D zR=ZGta!ZlCE7|a#&SJwi(a%&Hs<zc<`}Iq$-j%a{L@jKuYTTiov?_<;h8{xa+0G&U z#cTotB?;5Pe%uik<kNw6QXnST$dTewau+e9MjOk_DAOvnWO_VjG;OuGteip}Xnye` zI@{16njQZe@VasAi^2Kd@7@jH^h_}!flPGw#ioSsC*u~<!>lB4#EC~mJs98Yk;<-s z<Nxci9ah~O@d|7X{Oz=6=6&{jFZOFVEtL8YKV2>A7*<|+I<0J5+r7~BBVoB29&>KE zg<d&?-{Dw+P;VeK6CzW-IFDE_IVqA)Sb{jCmja|}WavqqrH37HVrfrh?JPdm9NLlO zx}eJJJib4oGsYr>>hQ5CTs`9krDot=4%yfHQy*C;wY^vEAVJ}gtnW6$1ILEC;hc(U z*4Hj~{@GUl3DP!VJja_yZXg%0QecvKj+Zw0z`xb;+IpCu2#$A=;p*HB*Pt?uX<>&n zMrYi-NKx>^-_JMID_xl4B*z^LVsVnCcI!}#)|AH2N{`vn9NS<sbSNymym){jWUjQU zAf+LLw`|a5G;@PEKn12pgX4MQG?h`vJmB5B4H0La@#bi|&{r5ZYP4Tnaa8gC9`=r1 ziL)zK7)q_M2$Qmr{TLGb<)Hq+28+f+l;H*HF&62fbDkBI*7T^KXb$no5v#5^&S>E6 zF5w%)^${<G&QJ+VCGuAXcox1#fhBT@#B+dRxevUbr$3C42M0)P3^dq(g<-WaJAJcC zoqe+NyaXfS;?{0c{dHR$8Vp*)4^?gT`W$A_q<rm)#!J1YUqW5liF+P!L_gx{cf+D& z*l2c5QXRWpz?%RdF#QF`R)b4%2v7Y@YXvt-b4qJ7g3VE;Z7RnK@+{0K198Pg{;Op! zo=ClJv-yDA?b6p5w=Md*@mvKg_bca+3n;MBqTvgMzH$!R!)R)n<pvca;2iHXJ6)2R zFFtNM(P~EgAld%9d{LYJStrXz`G9*2qUC^#N;YoxyQ>O2<&k4GNlDy@L+RtgFDl{t zOa&iU;;zib0eKybD2Hn7_o7Vc7LNFFY&M;CoS}oldV5kMnc5Plrl;xXedeBIap8c% zY>Oos6tmlkR#Vf$eidcQ<-Qb#Zf1oeS8P@n8O>Mi>aWi7bvNJR8n+b|8PA^mB;sP0 zLzzpKhiw5M*G~TJ<#c&$Rx#TdD?(<V4ycq@LK_MsA-*8XY5Yp^&#AdJ*cy9RZPlx+ z=6pp}>SD9Q?H?q$zX<yZHl&q@;t1Ddx1KSzx?Q7MSJ1rK+i!{vWr5U9g`%R7kCjhI zMfI^2(8Mm#DbCU3#v)EFpU8zI+L0kq&Z!Uh)5cfSqs21l#)0yr!b6iHi_+3lZ)qG& zU;Of}aoRM6*OBzJx}HFxE=S`DMIm$F%Uya67mdocZR_uECWZd)8YcPi#r@Doi>~B` zEQj94ggE!EWMVkVZ_)gN<xpjmnuTVd{p;uzaDeljumu4PEweaAET^vL4HxZ5i_c|W za$dP%*V1}dkHJr$Dy*O67IL9Aotl87?ZeH-%A-YSgD6<(Qs#17<R~>sp@C7=-j;hi zWap+Mh2$0MGT)y3b?3@!F)B&=Rx8gxiH*G5Yi(^!a7<|S`*8B0qi*ooIUzSpT;ptQ zZJqiDY+dBu<M@cT34o|5uj~C^TQKQl<_7scOp8up==@F#&v)UO*0r&{97o$T3`sng zmiHlvjI2YqpErr6E!l6(-bMUxm}6E>jwmxQ_uc)oY{!OPMlK^~p!;~}C-X^>Yj*}- z;^bdss6~;T$c}{4?k_X{x;;K@tYTmt9M)mDiN7*K8RzI=YUjZ7qp#n+W5Yi<q}Lw0 zHz^`98W`doU2e9wM*EF{%0dxX-3vZDZz1A@d@7)Z4=imXFY>eD{;nnA<&fW(XYAzU znaI(u8fd?F-1~ICnr-Ayjb^vDPl;Jg-bI>q>R_i#oRXznm5X*tPD{xzZITkbZqeqZ zzc_E~%GOJx_+}sRYrwk-S?I{Vgstj?(|->0C+_;q0JO`9f$>z@0k&9KOZrg1c`M3X zKYmS11vIa8`TPg?*-c*Yg=h2H6d@q9s4tQF&~z<Q-?m}*z5NTkn-s&ZB$&oset)nd z?2Br0Rd#Oafc1o8l%J&z#p;wr>yin_C;bmn(g#cGy|dQ<9t$aR@rNl7LSk4Hkd2y3 z;(a4}I3t0E56Tq}_(YoHr~Tv;)8g~ocLQtMHiv8Of2*7<6|<>)$Lb?S+h@gGa5Q~X zxF||*ZL(f3fbw9&0(^`Gx&RjAc1-jDB)9d4+73{J?b#SJ77~g}46FaQqCwkvM&g-) zbGM|0M8HaLmzw%j@e<X~%&*d2FFIvzlS%&EDC^;G3s2!L-&!hxNiY*LvDpw7P1gYH za^|RTufCc}MXup#`*9Z|HorJ(>yeRlDu!;L7vwdUV72wCPUhRv6w)J!FZi^0js(E; zr8eXG>SAo=2R!vLOq*3!9^yzmZ#-gQ$uX~5rPt-V#cYk)(&g*l@0j{hO`|8@O3&0j z!S~cq)#pk_|D-OPpTvms4qP(AiWDs^*_)G`hB}WI;rWO1^2W)67?C#z20a3)quK^y zvX-3VUrF83F~zcVX`{86OpiwwRoZ&yx?HMrW6s%I53cx+34QR{8s$k_n+&c+ZCNJ= zq?dek`vJRFYLJ;7Eq9fKbh}Jkj3NG(wWKlae_Z5<znNf~bfW;g17(hVef)DvyU)40 z>OVA&9~y@cjl%#g=+19vMpg|8gOmvvOfxO_YhZR22XUEb+sr~^UR-wLQ687v?T{4? zaoIAl_i0fFl&Y!Dr}l5xlc>oL`(j#>s!^`D<v``;P#*(F3KCXsr2NPx**i=>a)n8P zN0pPT*U*W9kr(VCfdLgYENh`x4PAp$pW-P){lRoRHfL_K-wviH+nn=DZQ7Pe5g3wY zZpgg!#Bl0_$8E*dTECTviK35Y5JeL{6m+Y}9@1B=e|M<LvN(HZ+x9uko3|qEcb2dZ zXUjBF;_6k#KmX5BZ?eiIh3c5XOz)2&K}HtoA<UCCX~YA;J!VPy%xed3+>N+(eKV#p zs)xR2SAWNVOEOIQxp)f6Gs06JpfIEAC|QJwYZK*&&!j#HPCR_1Icf0zQ;uoXvFM-b z>J~h@le}qDV*D3v9PI#}xeinr&o<kBwf3Q@99RN#@jOSo*8K*1n|4aI>QIoyzSQzV ztmaP&8{Qa69Oh1W#sIvp6SaT;(m!X&-O<-@i1KRaSWXyWOtF4A*CnB$))P&oBssQ} z)(vmP^DkwoYc!jH`3ci3;d5>xd0JZY0^ZhPi<zlxcg_l0*E9KG7bVkz!_26-or=3^ z8P8LuJD&FlNt`k%a-yzISkyzh-aY5l?x09X`?C7@bBx~PThZe2rs4BjSF2X<H#a<z zG;Z{si3nL-8XyB`zid*3$A77H1Lo~S2|sh5mdx}t%%xEZmv}ayg-%Mdp4@J+%+x*= z`ICNvl+RS*N^*7k^N$JiY4Jw-1|gD9BAC8UDwNN!t$kE*=gQ&CT%QQlYG$_TeTd40 zOkO5j$EOj$>V=`87q(7{+-#W1(+fxPJ+O7OjuB>13+RQlZpHI9=bLZ3&NzSNuvqlw z2;sqiu6S*n`RwqudfWEv)yLcVM?FX#_E@ku#^RpJrn5J!Y8uTAtu5WpCBLev93KCk zX-{>X<D8}DjB)N2tu0KXH3`kDXtZp_U2idbRb#o|P^`@;+|{Wd?&&VJ(t_s370dh5 z>OPTD34gflR<yqQ^{SP1K!SLFd;L(qrbL{jO@o!6dDY^*at0b<?I+cj&r6)O=7snv z_h$x|ei#238WLrYkdOdMGC5-2^I$uA@=;S02PN^u{{DfSsKkMe`cL086)pKJHV3%L zKPbmOpd9{GB(UWx<tTrF*xIFAoQeX<anHN7#WH)kc4kR_0`8$&H%ik+|IjI^#r?rZ ztMUyzPp4eq5aLxk+__$j2s-8Bv<)r}2|pjooN2G{8pkjccQmz{Z}A|ci$V9u%6aKY z8FJY+-A9dtGkN}a!fdu;eFLY_rWOqw3?RXrfBvc7nZoqaE`+m)$kP?D`2jTn8g%m_ zq*1KZIPhHK&|IsXw*CnmohoXO{rs`)%ZKb=%RGNk{806T#IpmfobtsXM*FXX+N%$p zGq3A(ZIe`c?zYNILz}X^d_b;h+$SwD*8}gw<J1X!Tb=#`sjkBFC~TWCkm^88#SX{g z)D^QEnehdo6>W;3wOAf0minb}wpFQo!%q^w8hJI?Q5!x!ZKEs2-gVja*xcTswt+&v z?Uo~1^ShUsk<uZuUbb9+Xw8@CXkT2qkY&obkA#J~grDHb{yov{tm{dOb6(-1TSH9r z0O<+yveNHVzZrdA+v>MxT~Vo_?w$vTl#fgcHQ*suiW_z$%t!inRHCC-C5QSt@bzSD z&I>@RJX%YC4^?zQAB6HI$c1~Jj8${0lE_X<T8cfhWyEA7_30@OZeBe!ZPBNo0aP%( zV}9YLeY*mM12dJXV*QuQ)}Z#tbKs4uj``2m_JawDLShG^Fuz-V?zW#1JhxQNQb;o( z%sVixk2Kx9l0x^qf;f`u%^7h3tf_tqF7+hFT^g=%^<%#&%!^qiG~*km$Bci!Pa(}* zcDd!$9ZpW$a*x3`LmTK(@i@B=Q?$kRfA@c^hKeRdu0+pgcGDgd;ihXz_Y8OfZY}fj z8Q)XqWWu<gIQY;@Zila!)J>H}wMvs6I2jHM$h_!|eehX&T@|;2bBLQMdP5Dp+9FCJ z%;PNo7~1-NiS5p4#%IN|i4L<F&&&_y9Hw61G(AmrUqR^%(}Gy=4-$Uf^qGYf^8zYK z(@@84_*tC&)!0h%CBNfs+bvr=e3D6R2CLU*9x1!n+{le++ZL+%A*J-~#jb;1ou(T{ z!^Ed_qba2R_EypQH4JZBM*jfSAM}m=zthSt?O{E6+FNH4{60i;T>Y%X6u<iTdq*DF z&CS|<e#Uf9<Jcb4%n<8M&G#+Or0$BnbkjEeC8xJYe9BD5sRytb{R@7m6wU)zAK}8C z`fySNRm3E=|L1?*PdC4osJXf|*q|uu=~>6PPlldnq^&Z-C6}IF&^^a)YPse*_Lhp) zp~f}EgtYgp;LBOajQ}YxLc#xO?@Pm>Zr{HZvP6@;h$(9lO5zTgRJJ71f-F<XzD!aX znPx<cT_}o}N~n~5DKuk@r9!e~88M3@A>UD^Z_Uzkb-#J;`}e&1KfkyC7c<8=4)dMs zI<Is2oS*Z&uIn=0Z9>klmF~lBiPG+6Tzr~V(Q$8`O=8`!d--pXfMCk^bqPX#73|Kk zCGwRMgwhqP{;}?MG~`va5qBAS*58hi=Z9frr-c1Gu+s0{dThRxU+>p=il9#|I=95B zZFO|tTzR%?@{7naDT`2d_qT`&S)acVzE=9hO!+8o2b>kfcDAF3p6$CTLslQTm@O^W zUY&a^)4NIS?3v-z@8FpGK6Bx<cLc_*-y+idVX*37go7x^)p)Fs9Zk*3K-PgEn2WiO zUE59AXl2PPI>72cue;cDN8LzldD8p!qsga(>hqErei>S08>%lvqRWo2`b24rUifCd zxR<w??<Od0wIrN*$bf%~ux9F56Y6eX##&EC`Hnk9<XTkqo;bCyW8L|`s_g3rF3yK~ zJfpX-_RBb)EjcTyacddLS2}h?@WKkoLaY}K5X30VGT#jXl28MSY;!}0?EJ!zH5G(7 zJDtdMWc(Oa=}X>niD$YsTkF-}uG8`-ya2@zzXLyvtRGzjvlE+wBYAehQEO?UEvGzr z;j8}(-rj5V&imgR`8#>B0Ae|=m*|%(`YC+ko!BK2(K*IHMe_|Yj^sv>xEEm0Cpgq- zgPQD-s|VPqG`>T=*+}P!EhAR8kG>4-KM>XY*OHs=-nDiP%+yIinJFnvmC=S)oCDz$ zuiM9DC>7~{9N;^JvpiN_KP{5HymRc(=X^I4g9lnW)QVjGqVnH^LF<F+DT;ZYP%pt( zM6+EM3VDuvdya9c)kap9i0#t@=ABE4s)2E>KK}S`6Ay!$ogelt(@h-B0?uugQ$A(# zrZx^=N%)6y-NqgRW2Z41?K3ICcUIJ-F8&r#=Klpzk{0Vr8#TRR>RT2s&p6&8&v~l2 zr|jF5ur}~f)v*^Z8fzPKmX}$YN!rHSYoDL671c?x5|P+b)lEnPj@7+?qK<9PS7dO* z!Jq>f8eVW9_cYwXIXh1!tJUVxMvhHlzl<Kq8#ivKvS3RTObrG{q?-wkb-m5&(-*z+ zPGUjtUltid?52#rC8RMFg);nogDYxlw_0z&*}vfEmW1!F2_Pq-*UeivBucV893OWZ zd1ch>_+opd0gn{Yfx;31E^c#~Ku+s)cO&Q%(+n!=8sN|!>a#?#vouO=5|NFPJvHv| zsMx=&BxX~Tl6>R)ooVqOZ@pzI#^FEw%NPsr<BYmqM*WY41dbCo0$LO#<r1brge&ML zhFx;1ILq<ui}g2bKKzBU^F*-d`aNyzmnt-0&3Ak>s}I##yy5*l%FrdJt(D*Bd4aO( zz4Du}ANN~S7_5<aH#*zISD6+{XK?1Z^0~~Wg(aSmpsc%#p@wsg_6OdU0obv2TSA#9 zU2w}M%(VSgep8)ejI`~hjOxYH6VVd;5bs)?RgN?^q)tBFtozq{$Mu=#ch0%}bGbW7 z&_UD$q7&T^O=YOhF%$_QBt@V=<?*c{ztAZcDM<d7TF95eiV-^`e(O`l&B3;huQ&D9 zRs=5D(Jls%iv^`Zb$$q30fnA`%okR82VJ0w&iov&BJ*yuDdoBmU#i>1nB%8>MP<n6 zLOA}!o|%YEkM7B!|K}$1pAHBR!11SWQQ-aNpJQ1;WDF9J@LB*y*cb_S0>`FOYX1<M z<=FzG?+2wl!j?^Aerelvt=g<SVU)LDhX=*EuPdXteinU$`)@t+Hx3H{8}{>+*UWS8 z4j|Hne|ZKgyHo0~K}J>gzMy0-UW48aQazTEP%5^&`VE;PS)1j@e)fC}!+f@gvnrov zEX<-hmr@C9@SB6LWF+21%2;cCfOB0N3&!fu2aJiAinRA%KmSyFcsk#(YwY$V&6g<N zE@yDz>qX>`PlR@g7-0HgV-?^5xUuj&XWDlZ6*P%rahsrg_SxX6)q;W*<M^x?%rsio zklk^~ai!74L=1~4dZ}X@vD&Zqkf0o`$hQ%cQO^0Gx+%boXK6wz$yU+KLc?P;3t{O4 z-ABy^lM~$*4%|x4GpcPaFgNX}RFNv4H~wvuaDcMbltTQquH;OaOF7>jBBp4}%#78x zTA-5a7f*TY^Nn^?&+RC`7re?!)R!c<QwDB6vOw^bDJ*mjp+<$TMC87K{dn^D59m#( zP~)^3zSk%vfRUowO>Er~bBPrzt6@nCF2sse&vER;E_jDUzm7f;u<Grqr;PD#p|l~$ z1@;10zem_9)Dr;c6^vQOcZJLsOG`}WS+PhW_sT)C<cs2|x9q;~O2g_Ojv4#Mz5AZC zbe0+(iLQKEvK^`n_iyr&T$N*X^srWX`W5%P_%0N%>N><i0@TEf;3x@_o)MS`Vu3jk z)8OQFHrv<P-(RVvH<hvDWKfSt40Q%{mmT0a0OdPKRwhuX%9LvJZqkG<0~ECx>v3un zPD2?n7@9pis5RuXRGu_7?w@h)MgALyHRpnfx4m-`L|i$uTmbpvQ}AyokS`_<RcA)w zotpr#R0_ZQ1DyAhjGVyj8QMO2sIIQ&dCt^$Rcg<r^Q;l`;Dg!c%FLK|<M1GI{nL}< z!~}O|;R76(X;g>oG1uys32Z_~EJi+f<lTf)=!Ub<*Nlg^y^A-d7o5xagq_%yd2h6X z0QsQl_CjeLo&xR&ypvPHB?xN6zZ<W@E=}tZaSD%cf2FbB-igvGZ7cSwxU*ZWq2R#F zGjdNOAI6F*uRCG@Pyw?tM>vI+#v`#k+$XRxSR8YR(pE*B5`#p2yGud{GWCmRodZ2G z$_YlH6@$2&g#y*7zgYG+T5?wDoQSg?6ZQ@fKC4RzexjkO9UL^UjbuVt)@tF<ju11s zU_dBDva@7A%sGc0Zc+%zrz`bF8C-o=Q<=T(MvSh1_W|@eY!>$skYp)847`g5kpPK> zn%<j5MWm`q&@!UBGz^-uSbdcb>4IlBqr=bD9KiLdCpRZ;Fp??MX)FA+PqN#e*`Eb& z2-55Bhqn;h`{~_ON<Ajc6qDj!tTfcHq%uDx3hz9_?!)+`<T-q5tQ~kA|KZS}qfFwh z^N&U2NIN%+ei!|xg|^bT&%t5{O7P0T1jKiBJKABA3!KG5$nWjztMSKPB*+ER>#O5h zzvfu#rMT=HT#a2rmII^L!;gdT>1GUXwQnQP_1Z`Z_`UStDNQIaO~D4na1foSb@lT| zIgdl_ggq;Sbza_*i&Hyp+)Q~x47?TnJUts^f?|>2L8-Va!@>>1kz!yi@i*}Am4({| z34xTfW^w}1u%e~J?}9CwL#8X2Vq}!p-`l>p@iejb>RUO_Op{f=T>ojZu9KgeFZDfb zoIfLCV)sVsdSrIiA^v><k-&UNf!rt=B*-gVfmyyN`^-4eS_yXuHjLqjQc03!&`PRr z(3L13$MAAN<NPb03;kp2#G*;}tfF1>GB=~pz3IQSpraBWkTqEVO)k&?nluDx(w1<h z0u76@W-?e4i*6%h58ZP;J#8btX*TsL6_~VXoR6t;`lq&aAn3b<(yl;dx5IM0GyG#M zg2#kV;0{q@Lg_h@s?m4UYPbd59cH>Ww7utHTKtWlze;-}Kdc|~Kbc{)F+OKQlhSt# zUj@PagD0=yyM=q<EgaCw87ydcT2CP&<?zPXQ0fr8x}P<ZAI(iR8i}biRie0WB4 zznq(PR!}(gb*ISHZb$*3Fcw(d^xq=ucRSm)a}l6RMsBgyvE1uG*omiS(rC?QIcF|l z15AQ*oNi5rJ+Vmm57&B=0(lZ(gTTd5C`%|U3hsv03tYHb0aIwX2odu%D|a@Eh?2a= zX-fW@=C~vCO^<VPp5>(s&BW5YV70h0Z^dyv7j_kWiTex&PDo52)#Sbq3`Ap^x`c*| zuk#(*NJZ?IAI#!H@ug%{YD8(4Q~r?x&+z)!C2JMk4#oQujC*Y-wwkW`p_d9U-yZ$} z-Z`ua_fCRqb(#y5Ps>uoM$8@xJ?sCx@HqKhrQaQ|uZbBKQ;sLR-eqK=`XA9Aj^YLm zqcEt6C83lfgq)5}Kr!$AKuPgqo?%ZiPI0<3!i5_@7gUdkcCfOaRr)!_o>oIN>!4fG zPZ#|BCX}+_fPRH}9sxL4b)f+jOvA*FRp^3LmtZz^WVkacuLrbN4^0J-hvmB@ndxb_ zVzEPgF(-91eK$N76a9|<pPTQ0glH|4KN{Xf<SQD0^JbxNd$6v|`=b;&z9k!z-mLTW zK_e(|r-s!}n!Gg#YH&CmxYMqY+qeC4zkZ738qX6d^1H-B2#{?*tPg6?vD{)oJ<gtI z%D*bO*P!m?@B-FDq|`@pVwpk`b7?*G$&ptzedQjWuL$)Qhd*?@{V1Up*|hOIVzlL@ z%8?fhd6QwA*Eo#Z?8r3PIp-V6+aT=Uh3`exBH9__EgkM$)rQ|9an>3^Q|jdRhT*BU zF}rWwJh^0IfTMbrY+p4iQ2>VurJnIXj!iuXdQm-j?)Xl0{nDZdN!1TFXUQt_+V>+w zgYg<(6%#F{%{!l*vhxw$cv5br&uDehTgR$Yp#*_SBQ-@|7jEV2a(*m|@(z#BUujCm z?;uIxP6-NhVa;EEK}t7AF=7gx6(&;t&&S9i2edO?wzd6?2on7z_D`$bA;|utU*Kh& zSWr$A#JW}w&kkE_!IX}asPM28Zt8v=r!t=@YMWb@WUgrXy{kW$DOuGI7%%%pDWC}< zz*aBOFgypG1^AQ<J9U`jx5JMLTxh8A2dL}HCa<5(ee=GR^xo)w#!4@z<LtLnJ5|44 zy?<@z(hS-1@BHgAslKV3ME^<{H{d2fKd1~De7A;F!*GMK^b}UP$Gfoe*NvK%mKTl1 zGqbw%9V05|OQ@MvWqUp15P(7bck(C=AQc?TeZ?7F++|&I#)!mb5H(bw$;O+F9Zndt z{Hv88UhguWG|>FQ*(!SDOxTJN#7LopWKHyNLBCf#20kE^PJqgV(py-_@p5Vkbbek# zcd*J@b!^@#n!Q1<IrEcq*S+oqZYIZ8(e=UWT`JwZ69+C>{8$A1l6WB818&R{1OZ>J zW}JB$2_PvP+HTREY-Ov6mJM5)=xjXS>(=hUCL3xL*ByM|#@-`Jlu1qQi9?Ja|2>ia z50U}U=<&_{i_^Sd(0hwtjkAYQyi;=o1X&x~O)b_K;YV>4+#vPhC(AUm+y2eV+a*)S z19Dg_t;7sPYn2D1eZaPkAn8CS8+d`Qc}MU)QyT<zI4$-WXsGMT$qZ<TTav~qDj!?& zc<bes7`EBJzBSMC;;Q}XkCycVFXottppF6Z&6M#=!sfRK-kopIhYDL7pTW>$xi)Yq z&m4PMNOPnBmrm;oq%~TUzOTVPoq1WCH>rCGefvrMwd76ANVGV<jnt6ESDff3G%*%I zMj{5kM}=b6^1}zn8hneG);*jKoOS(>As@va&r@m|{K^^v=T4h-=dd0oD-*u!ir-wa zL9_A~_kso4E4WKx))8bVOcGiS6)q6v<_=h)S(b}v_N7E(J5N@6x@~>8OolA&Wtw?j zj>DEQBlSBY`&w-B^fn_O<rNqeg@-D&c<ehI`6Oq{CZ^xu!++XN*Fyn?!hDLZ>*p(t zvdkC!r;X{yI(<>^a6Z#N>(NSxR8-y9Y^KlZ<#zLQ=O~uI(dbn85!;N1LDMo$wH@~y z&e1Iq^aEUgmf|URD!Q?1VIC^!Ks7C0$6JIFHnc`75mWFIa|Efdi(P~Dewu<3*Z7$= zq4&jh{-jXuKAF+{<mqO66fuDL?-RlpFb1H))HA3EXUpl?YgS%7N&dllaO>2h0XJ^Y zS{Y01sJiFDKxM8xp7PwSQy=?WXWai>9wT5^XZ35V<;BZ#tH~2U<W+D6cvlx>;Z^vy zf+n&GD8BLaplRyVrqoWHIH=#Se2X4AveoKjoOJFsjoOy&>PHp3Za&bUD8Fyrt5sb0 zL==d3dqKRL=iVW?R_D8LFtn_-aKywRud_N$g-+zrh;w%ezuwBeguS`y)sDt1{|~)} z5j>}0NbvTrxfT3%oVN*qoDvo(@e*bHO?M}Hg97u%!nZQGvmU+PaeLXpJG*VswVP9- zO`Xqc=p1o<6;M@5R^%T5;3WbD+B)0&v(UAmQAF?XJ5z&jy;Ci4E~l`AA^x4TD7)Vw zpd<2i`Qg|8Wou98OYOR_!CvjL|JCoSR?z<+3=833Bn^Ip7f6Lr&{0AX1#+z8<aQGe zawIaXj`3{zp?OwT=W{FN*TK(%IGtpl%X>{WS6uk=ies1kq@+cBYo81N4Ne5A86ku+ zVb6UDA-YlHjWnV3M)qx?74}TMPJInL!7~jeE5FCd$<(R5Xbrb`^TpwkWO<|i@`>?N zW*$97b^7-ZEtLPU0sCeJKbRXCsqt#KF4nF3SX1upn!N_gJ%27kLopu-ErFh8^1(ix z__N*w>ORw|R8{jN>y2pxoFzNhwe(a!6D8NP-AO6Ev3lms%u$)~rkgEDW9`SO#~)Gr z`$4bmaR!XvFQope;wujRm{y@tl6)mJw!rTrqah-VzWuz9cgMVcsdnDw85{jwr@WOt z*DrdyBel+nu6X@NQepomsklp44j~~{7VT)qNJrr;_HPk+oxX;e6AqWM<U%a!kKXw3 zHPdo9C2Rjc&R?1o3qml04yx$_o;aRPsjF(wS}$aP?&i5?{Ii@7CpC0nWGP>#W=QSO zKzbTC!*1>Ejg{Bech3lg7b<S2-ST%-!iNf)0D5UaL+(}A84bj)Nn-%0R8g!=141>N zUn4Y1yqJMv`DRyO<@cI|RvD>`wjLVV_`N6ZdWjXvfVlm3@<+Q>yl?-^DtyndTmYYk zz>jNK2+9J7!*quDUeI*AP_1z=Z!9HzW^k!t;*M?ruk@Ucua3wC8N=cS<gH){I{AON zpB(%fv?wl=7lZrLhjbrCvVL6u?qhzKAc`|iV`UaSv1dDtHpMvw3ra2?UbgynhprQk z%F{V{R^$R{uW*b3W&-OI6RovyIuN1@ndZlJ83Jl*IgV{a%TdAp1|>%}YQvj2a{P@q zIfC3=VTH!UgW;ET9iUab6aStE`wuU<UO28HE+{)a9Hu$M*MX)xHPl`V7L47A(0y-Q zZ*Y6&B=5eTkLHQZ;EL|dB(fpc48^>M2B3?t7%G&EDaDV0y;fw+P$Yt^JLhg5iLG2> zjke#$c@dsmjStq$*=z3j;+E^o^J8MSd&Dq1PdHGKs<44@o!B2y;5G@8D8a_bB!%5A z1Qj@eN|3u~yas1DBHWDCq|u7E)V-weyu7We?t30?AG4Qz9@LcRezV$etGh!R>dL>P zUoR>&3rvS@&I-r}vDs!g%=9%t=E=hK9IX!@CY0TY_8jG+3Ma|6Z|AgXu{XcVZq|zn zWiiI5xq##WV*ypY_!3_N6%^z{N%a2xFzGQC=+0sCE=Zzdo<LN-;yr~NrhRBTlk@g{ zjzPtxSTEwLSC_}vZ*RGcFchRvnD-gbu?c|HDAz&jgK;`~lNEXzv*ydMBX#B}{au)A zS6pcG_Y5_kFMqAqiH|aStl+fi;Ckeb!;4KJ^)+#Lpqc-d6FDAz#i%GM)UbJMpG<ab z{FzPX{02cE$XV3iln2O=j1eG^F^dTeE})RXLA9&ew*_#LNa2Bixp{ZLo}BMG<d<>m zmHTu5O#M$TQ%9&jzHXEBAscYqxk5108hj4{I<b^UsVy$y9l}<0tE!}v^=bF#^BD4! zz)3ACS*dyGT#oLodY>TgJ5{rp8#idi_bzM3)$WqKExKaB-6<#z5ZneA{v}fCqLZr@ zc7x<o1ZOqSYI*g^sR_l@<xqpI&!*0u{25<o=OOwQv3rj2&(hS--5_q+3PAG7tYSb% z2pTYg?UF#ifaY4KQEP3Sw<_v7A;1!Sy>W;2{ZgmxrOF1wepmHV#N=L^e|=}g{CL{n z3kaYDLMSMd&n~Dx^1(#__z}!VrW1%d0}oydTI~dd|CYle{5|D83Z052o*ePviG}NL zd%x_Lt!R@?e<$%7(e}rZucH)&yZHOw?^atoX06A!Z{+9}h0E5QtVuFn_nGdP_?mV5 zb(y1)dq(Y}FS1wuBW}2WK^z8Go|9mG@Ch_=urP}yOpu&+X>4p6CCf~NkhP(5uv-CK z?91sQu4z$!FzM~XnBVoGc`SJF4m(3TtM`P5PPT6Zk<5u+1gU|z8Vr1v7!KaU3;c{$ z$JwwDs$VQDe6ce_Oa%3+CEM_8W8Evi#vD4`iKHuj+;#h>wbz5ytzC>2S8+-Ieg4V^ z*<E}rm`o6u7D|mk-BAgo5?nK2y#;rH6Ws}ljUs$WNO0>}Y36;lWoMFnZpet)h34P~ z!}Z@LSNkn5vfLtP?6qGa`EuX>E(G5cj-hKM7WcA@GZ+o*Nxmx_$O%0Ll_&9IOZmHo zA~JG3I;C=74Q<Y(TQ**(lN>qLVp8eYMHk`q|JTW^GUW^d*8jm*!m!Odv*-k-Udo?z zt5X*E2yXO<l{51NS&y$W*s4D5Wi0os+Dw04LfCS{rxu64Z&q#wI}*JjRvfR8U~M#C z5ykD}xG$zKk>m41X<J?ZF6139noW}O_MO0OfuHeAf{K-gR_5=Aef=$R`n}=4=h<iU zwGbwM;rh2e_UR555nx+DIk3<(e576ET*gfW$!RT(TeJUjBB%$QN@)U9O5=KgrK-Xi z3U00-|6t+2-nII3j;JHN8{u0#>p2Zs=-Ei2cDCuW2lM+s_7SYkzoIHC2WBgZXWu?J z<<D6wT)W6Sh4U1YfCb*yC@8mzgzTABw5n7?mYUD8c0!#$DeZe`kQ+hQax&Jf`FW<- z$>--UQ$wD9k=*chXsg7M%D+HV4Do+%PxwEYc7+ngfVZL-jy~fZ5cUun&>b7Bv>svc zQy_Wyg#ZZE(AWp+yMIi6&wKuXD6{$9cVA>n-)m=zOorNXdGLE+G)UMT7!9)#2;@F+ z;%?8Z73~pJfr8sh*pG!soZ7@$S9q0eS?F=oHu$km%v+APPj8%w>Elf?mrS;O1?dOl zpWbOk!vMe)4q`EziKYk0+O->^+R^K*Tv;te`p;7G*x_!x{Vy{8G0n=m2X)*K+P%*| zhq9|wuuVegaprFkSlhfEok@}Zb9ZNQ0iiRgS~vt}Qr1!e)eSnESAKnw-x#*&4%~)) zQ={_vX6@ze=W@~=H)!+A%Lvq96!R%PpD%ZIf?JN>g!O4XW4^e7EJ;wIe^xzMyhYf) z6H#;#Q6D2)QJ7opdG(uyTF)4MXdklqU#0&UWJ5QgqZienIwzQL?~9r0xnG11f+RNk zYeaaO0j&g1JMzBty7=tH>~X6@SJvE6XxsgB35f8npb^D<NNCKWk?2I0UI&Vv`K7x9 z1o^5kL%uj0sf62DJ;aYJU2+U4TH+haR7kGNetP-K!rDC-oK9=PvkSmKh+hQD(1J*2 z)Hl&$2rO;5!kmVT--RW$7Z`UgC5&iDaW2ejoLehjNi2UG&{8M&+OlSC-ZI;VW13tm zf}i|H+3#P3E;{AUt_s))_{r(22@2DGLBI*+cGSZY4{+z9hBgkq7>~%3>4RoFYEHeR z1>ZQ5-PN4h^<_(TrcnKynEwGh<EYp_#iaO;UpoH%sF<sV2i2G)e$#<<i0IJv*I%yy zK;D*@x>e-CfAM<sb<q&Bs8daDbi7w=mKo%K^v!2G=^NP13F*gg9+mjS0Gnc%bVD_# zw1a};-Gqs%&Qtjdoh(YqY_|of&5^$)K;5`$mtlQD_wB&EAtPqzr*xv<a|aytSBkCT zD#(Selq-~y;vEHs<Sg6_yMf!qfcP^GKuc6#snPFCa&Ra$khxe^Inumx@6Jj7)b0g& z2kBn>8_ceq@3_3RTrA|?g(9NYTr?IJzC)@_!`ahoCAFO~T?1HOS*1&kGL>)GZzQnH z2{p|#9<u>opW0pq<8DVmCowRf47y!l{i@C-5qM~yp!F<doWNh5JvqVOJ%U%JvG;1Z zj>rdlgqR=gxhfW|ZO7@V?%S07z)VXJ`uJBq*A@2X?dNO3HW+3VJ&Jpy9<E>~V{|Wb z{PV9p<6EkE<ybuuFKVrQ@bk3a`LM<-GVTut_G!fO+;9f)OAd)y{FsS|`z=y$3(Ct? z%HI8<X4%t4=KGt5KMqZ)C4V{{9ucWHr&)6F6<_JbXfL7W2VY)`9oUYTr~=}O&%}=r zn(S&gP3-H%GS<oi5q{8aQqp&U`4JO|ZHD3gHyzr(Qa_ZKyz2B!trfhq6*<OPckLlu zwT}#uDZ$({*+Xx=yvD4$Tue5uFRA>rCFywf4V#Tj(5={wf=#o8QfbqSREjLl3vzEq zFp)A?FVBKmw#0Qp!|s>vLIne}Wn7ERCF>{JLzlzye^kf!%|`tY$CnN4lTF>qOgWu$ z{?Yy8f%lXkmBnYkGA{_8QX;N%&{R?y5Pg<%c^hQ|T+VYp2K!*3?nCC)6Ke-zG)U{J zJq~Y9wRPEUbs=2to@G2!@LR-I#E-uh(o4cC!x9Hze`bYfXbCpTzH#t-;jt|k-H|Ds zRP7Hje;stqecg$h1qN&gq~jlqhK}mOp&W&Fl-ea^5<$^=9rh6**kxM@<)5oV{Ej@2 zlFQS7I_vLr+nXw?xV^Q#_15-hD>{m+Kv$>2F`*O*AZseBzoQBXS50SDaCWiLUB*ga zscbmN?o)Z$YYOsz7|i^1rTVW5T72MQad!Q#D6P|p(iPu{X$w|PPq0qMhrpQ+8%#6K z&K@Z?)H~5UBpg+`)nnJLKP5XiyKT?OolDNtLtni=1`X^(nt>nNj$+;ws)E6v!}rWG zZSy-~_!zb!x}%wxj0>M`ncTGyt+DyNQE892qe`Lveoc?F)a-AczP|Ms9hC3L?RfV} z%H8ehDy@XC`oq97jS>LCNc%8{7aK&Kn{*dS?_y8<78!3k0N=C<^n()lQm6B~7L+yh zMy?l!+9#dfmn{0cdQ~-TB_wsLC<`&+B$QgqbHXz;3`X$k_;+aN*ph-X4;4z@N<1-a zEfd551u@H%&8g=KEJdGb7ss~M-aD;fwmI=@vip2h3PBbZ7!9ep!7jW#{DX~f<kPY^ z(<Mnb!)mW`xpMrgYg=x3_V#R=SADeF?6jnMXv2dzlnKG#7&f1sCQ^f~jbOxdKVLBg zuf;coe?&hEL8@3OghB!R_9Tzt21%U*v9i$1qJ=5_hn@qP&V?ne_0n@F@b%4<WFdkd z1zU0~xpxGutp_+n8l|o*Kgtg>phlCW>ITn3zYe9yzwCuxE#W!cid)u7LgDPaD!~GI zFofMW&>=4daB+M*7F2T-KwF_IxXii6tkK$}VPFR0W)iuVhDyCqh`k@0)|TD<vU<;< z6i@4S12M$P*b`tU>%36%B`-=iglZxY2@y*&pwTwGRp$xcx@DNaIuWeL6i<Yq_eBfg zij92+=&q)2zv^$g=}mh!?EYnLD}uiYC@|nqGbs&Ae8sd=&?a{hbnKCp7OP(*#KP`n zX^<#0qv$6_e%yAO*^>zI@5YS>43M?eLAm99-u;WYVC*Qtb3%BP0#26`-Gzh=e9For zp%xcUFUJv7AkW~Xn&+r^UvGkY;bGNOFO~I9nAM${hbp*d+k`(yD2G1ZLu8<WK?RGl zxWaQ5QfXXkjyqpz&6`o*QO)7+OUYy_BGc!Zi`?hY>>iad<u>1KV>dHx(boFWjlKMb zoOWS93UUOP6}8aEGr|(Mp)ioA_yf`r7xDgZM8a-0%%5Chhi7m$&GdqYx0iFY-h^mf z_vTw4<?YV4=|y&bHUv>&b|DhXBmtmOWDrALs1Lw=Q(hGtnMKmjkXorqqgTZ}%^N-Z zBF>o`b7mk9trLIe;~Uc!2gxVv^(Q}3YTfy2a~v<`+h-h0Dye>yuec78Mv}HRpZ}HA z!XdIA!HybnIQz#RW^B$kXH-7?p=_f!Zk&&)@e1e_amE(_b1Xzk6PRP@F=Hl*ujmev z+s1BcsNTC)edbGDDbuQ?HM1vMv^sWp*T0)b(%n@H-(1cz#J?J-*Xw!xmaSiG1QbXQ zShS6mJ(xZyeh@Q)8IVVz7jomN&)=}I_6K+tbA!)F#Nw}Bi9<&&t=d$2@F^)MsFgOl zx8nPgR1rQ`P)%W`p&L+({elK4lp7D8Scj#!!b+8JXG04mk^5Uj=KG_nk~p8jM_~${ zva=h`oV{=L>h3kwKubFv@ZTf?bps)Y0B<#GVY(n-QK7UN2I^t;)0~|gMyynrTc9hW z9v1kj^6u@fzE>NT?&Y0W{y6dR`8l-<HhNj_4s8`>BGX8aT@@Y0Hts|a(TysJ1ZHWp zP(@I}-@<I6NMlLtNn(4rnHNf7F3Q_wo5APB9Z7VLkqc>>uNaXYkGDknE(s-r+5Jf* z$Z6gM)-_&;;YBcT)&mW$Ps%&`73WEa@ZCI;GVM`2XR^aDhN<j1b>CNS>al9&OxO#- zng?;#YvGMR74ii&cm#oJio<|EriTg4vVl<LEB)7*P=8$OF%@b{>_)3CrRzCU2Q`UD z8L`^$UcIV)ZBcJ8V}7y9Yk+dv1<98LBDn}3<H`vVLFdX=vf>wOg@Lf|^C%4$rc-!W zuTs-gFL&3Q>^nvegC7PkmQ8!@&Kt}XY!zLuU^em9JUMHD7F4^W6PN`gRSNT=yU-AJ zu535rn?DR<NQaxo7D=4)*{?Q$k8u9fksox}S<UN(^hvi9*|$7m^%iQtxWnL=Pzkp_ zi#sED1bC=|{?4V80t8J3LdEU&v_^V-&MQ#5_D#A+r(XV*vChdnyAKQZ)2p5%a|5SL zk4nr+ER=wUoD#H90)C53^rHo>xC21BA{#kJ>Nu-^ID!7ziZaAF&!t8~x4On*+Q~Ni zl9Y1C?ULi)&ZO_)btw330U|KL;owQ04bBQK2VedplsqhP8hxFt02kqGnJz>ctE=dq zS7o_e-^)%uw{|CG=b6YC>+h~VqMeOiYThdP&5MoV%Smu2IY_>uUMCuIMXn}LJ-1(E zD1OQL;Dt3~0K8o%C<bj~k`XtS_oTU0hdy(#UpF?<6I_yNo^P@%YI|XoaDV~XV3N^_ z`0f0|a0#Raw6h9ljLssjuX{%ca#p3WR`Tv+*h{(}Ci)^VGrh#aF(okxVc&K{=ul~L z=#t|{C1$D?vp|UZ30F)rlB^|h8{t*F3+A+?M8azR-r&%Cd{YjRwiV}G9@6|&{t$yc zI;XSP>VBcQIbl<c)tT#w`xGolc7K-Q4ya}wb)i>rHz8{nSt#ZcI?ntGEkwE4igTi= zO?Hn0dNA;~N0@w{@lDSSmz$Oz<VG!hG!no18aV7IUts1cga{vi7;^Ra3a7parB`Ax zW$nKL?mWbn*ulHQ&+INwG7S6JbX6`#*7n?;0Kc_Xi)PC;reW&-SKj^ck77xJmv|+7 z2i`!CYz5qg`01f~b%ZN4S((KwvZo^J7Bh*)iP;f3PA`s5glPEpHtmo)6RdhX`&2+- zEK2XYZmI~ZB9sE)Ml4%U3&ID9B5{c@{(}mNi$!bZ+vQ>N<JHioqzvBPxnDkAg_R$= zlw~i+-oLuN>DxhCto=^G(woxZZP#A^0X!6DGNF;QfM5&UPeQYNr3?MOL#^m%{g3&! z1+z?@f_buT@xdDrg`OnW;!mC%f0R$1uuS%DQTXKyq;WZf0v#mK3DdLPm_(!k3eyjc zAWFs?!5AhZEu8PjLP(ACw+&fYY8PCWx7T*_@u9!zi|ln!`w`L^9lq74;00xzB9!#! z;qZNo29*@RX8I@y*NT_V<Bd6QpD7AWMsc=03y-NU?j!n|HADAXo)3QvHMo$v-hTB1 zqv4;D8LNebz<uX48uj?9004=N3-0;9TOq_vZNwzfTdl2#-ki)*!TqQ6ejR2TZ&h9# zQ0jV=5;$v>$_PrvWCbXm0Sykr6v(DO^S8)GLTHxw-@Wq82Per=P=7mN-P|t}wLhs? z2i~iaTE8UG9U3T0AxXU)zNPmffY_^I(lMkzW}Yj*L!b+smkIoyCrSW`jV?CYu^Iv= zN(G*TO8I2zto@wc5sFxSVWCe1)A2mowK3k27M$A}mE3<z%lNA+84|-*b&+86ZA(Bu z;;--l;TVs>_kuWhxdr;sHYGoTxkON}EN6ZM`~l0dwK!-tYcWOr)4fc|hn_n{jM7#2 zw$&e+{XPXki2w#>BIW}6{~hpMjg(r(q7U!V#Qd+O1e|9noWSf)$H_s_N1%4BCc9lZ zbwf`3RE%abF|>MTUizx04ci{>q9UP#OPLx9@9=y19%L|-Tx{w$ZW_GuV2*B9&UrK1 zcCt})|Inh0)W`AQ%cGJtEfeiqOj6$G%e^Y}ks`c11puWBtYgfVkNUe~$B*U@EeILS z66tu=30kz_Y(f}b%rmIzRA$MJ4U`wdgTG?aQfxNeF;_lXaqGm<y?TG|eHI&cf%OEW zPJ{}~nBEC$Ybw)-4mFYzcDCCM8_V1Nq3$C!P@O_IvU+~nc&E+GrkJI4nXSK4fe2m+ zKw{5KLN|3UO!8c@ByPh1idlUM-vo*{o4yRVOdCdbpzBIAzLs7+n`5AEq1KXd#ICk! z>wU5F+cXzlZX~}mB6MP4v(b)XQ<pT<8Zr`?iUZD*g}FvjBWn`c{Wxn`A@G`Z?iV&Z zX@9W?^Q32Uj@UQNG-PwcmUPseB*R}>z&;{`BWP$pg^rx=2UHw@i?J-wt&L~2pVFhr zO4AO*PS6kFKG%fvT|l9xj($MY=b+IgNp``fkI6l=t=4Dd<IKO77|f&U5epzLitm62 znCcQ#U+_7;GeiRs4Y_kwIxPFNn0a}#9mnnjnuI7%REo|WGu<UgxUit|#(l$SNgnVQ zKNV;c$f;iy--oVd&=_O=LaA=v=}?q-8MLkpgGe{RY5B7^Uh3Z+Av@?x|8Sd~+gC9C z_RXy^KU?P~_Yh)e*sOvz+UY_>t4k~v@qFPDHnD?}`E4%WVzeWaAWIMGdH5lCv3bzT zOY)S%aHiII@1*1~8x1GqPzV4PglnM325i%_mW8{gUFZ|sBrt(=Y#|%fEgQ-@M;3+5 zJ8tvW`aMKQj8&g)TJPDZof3JW7P+hU@~X5q(n9D)Kllb@N1#gpaW#(82oo6YFYt_; zp=i|=%=MkXYTC&I+wmKNr&Jp13)p*eoFch<&hcze2J2V*m+U*zc2w{KEJ!f+fKU>^ zX7M!;g|E2ghfrD%6mTu3X1lI*rKk{hFOupSi`KV7%RV-HhVoUfW$J29?dI+8o{<T( zx^b};lnulz1&{x<!X^`BBmV4rhYjpg@Y}H}tiW_boD=J}h{Oa=fAG6OVd1<VFRz)> zc&iwbzqRjE(zd0fli@3WqkjJ$@EkKi>qYcLemAmdG!DhAI;lKm#tH9$g59U|1VsxC zulai(*4LU^_^0QeDxL_+F_+7giHwPpr_G$c>cssF=6+f@Nocek%_Jj1SINmfG?gJm z*7UUXui~4dud4>!<9Mlg+-r`XaE%$n`rYmN+LJ{0KmV5=DiZ82S_Ol|WrgPzgcQHX z7(d3{3!YaA8YlDHLtTiM$#Sg_{xQ^am?Pc+>9p8HMk#%-r5V=ORqVuU7e9ISsL>iT zK0p^@cLWbm{!8O7Ec=Bj@aG(ON;U{fk_*;qa|NZ1k7J+m_YC2V6l>@FTJUwWdgt95 zD%x#%#BaI(O`W1;+-qJEFxF2nu&y<4gl$(`+6|V(gya2{{L37py6HZrF4fVrhN82) z{U%@XU(0)2o&4o9Y$MlNdbV;|y|-h%q^lEmCpZ@D@^@oc??(dJcoP4b&`?>z>`x}G zZ{4p05jvbL+xyQ8<=+i**FO3lQ2UbnylMDojE2{TL-L-=b`paWN00;cS6v6%1zg@0 z%%aw`@kHp~eHR6w(1hN&(w{V{Ap_-S)T2b^gh*ohNUeI0)ybo;w?{dt`QO|rc{oS; zq_)z)-;{0${QfDPUMwwm4paj)mzK3~>N*%QrWHLdL}g{bOV%&R(1R~{cW_=uns~OP z-P!T!S_i>m%bw#>=qq4Z?iT-X{OUr`?pxo~fl6v3G*S3UB^?xHtF=&FmoixgR00wf z$%=DVl=}KsY6Lw#=!rx9<~=t9mT5}SGy}6=G`Jr~lQGV>15K<*A`<aiB%)styNhYw z)sM89Mx>A=wp(rVi_)2SkS}%Nw}}6HZH&oV-2&4y8&cYT23eneUNv+D_;2G0W6<8m z^T!We!K9I;_~u|>6(J0SP!dZ6T#S)Wu^Y;D9;SCYJN*^zU*9nNsmMq(^F(r;Xv-RV z(fFvq=|H}mRvSeboI=yfs7);Iw&bA_2z4_r{GWtsNDhDB85=pB5>|4e!K<Ri%4zlL z2$|&S=I7719E^2GUU1!~A;Am5_W@(abgMhjuFNi61y(EG3aejw=rv{YbU$7#Sg2D! za?(#K<6+YB!R2BFh471E*#@H7oj44z(>1SQEf+!YvsQz0;RG3YaV|qGpWVzqo4c>! zJkG8pWnCWn&CZC`K4tr-0(IWtzfxSc-b2KZrGTg3U~R=$Z-oaq%P3esIt65RL4@>g zpSxY*9t^Z}q$$BE!8u1uas6lBl!T*Z%IO=HH~dbB=*##p#8Aw1l)9B6?+Dz_o%_?* z@UVC@Oyrb%!RS~fNdgP_$LR9UCySNh&z(^pzP$eR_Go#UR!nN;o5VXmDwM_XJb)uK z1w{mAHbKc0GvTsN@REW-Pf$GIAJhG!LD3fOwB*9J%hqZ`Rw(s1rcrMV4Yjiao?nbc i@3_VK>E?zqUZiimw>tHIU;itE|J8wi>Hy;R`2PVRq^L*$ diff --git a/bn_persona_model/epoch_40_real_user_memory_2_real_user_attention_2_real_user_reactivity_2.jpg b/bn_persona_model/epoch_40_real_user_memory_2_real_user_attention_2_real_user_reactivity_2.jpg deleted file mode 100644 index cca81e83638a9a36f47e44498794f59114f21370..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 105656 zcmeFZ2_Tef8#g{BDbiH7N|_2Nl9IJ#+9V_)WXUASmMvj0Oq)cZ2w5^kl6A80#x8{H zdt=6yea13|+5We4-uM09BkywF|M!01`M&QsXU6fIndiB;>$-l|@A}<0tBW-N*`|I` z?IL8|x^<A-;2#L97jho59{jm(-OBs=m7fi4EAQ+ZHn45j$i8voFE5VGn>KQ6=GeG# z6W6BAoGU-zzqW93Zdv(b<tD#=bv-*98#^b*Mvh-T^1I$xrI78L))%q;U|V+pvVQwI zw(aX!l@J&NvX1?i=B<PL<!9Y`whinXIY2YGzz4Fof#$QZfkv}~7K2ZFf&UNLu$_I! z{^Msi@@SiJ9B|^5e)#JBCgF4GWqdl#B#{%h?mgPf$uF>T*KW~+Vuuck%gD;fD=3~k ze?jG<>LoRG-D`UK2G<RZ%x_!Vv9z+balY^3>V|apc>KiYsqZsC|KO0<p<&@~A|hks zKE!`a_>`EGk(rg9lbe@cP+n14RbBI?wyveMt-YhOtGkCl92^=R8T~OfPM)2cU!W{f zmzG!hwGP7eYq!AruN_;}ukD~;>sRK0W2Il~*1Lfh+x89Y`;TwjaaNnd%!%iK^utZO z=U%-}FWW49LWjh6>s~V_zlaP$l)TclUwZcMb?ni9)U&^J?0@vD2eO529hf|}?GQMG zL67x61o`vz=NSCC2L4<F|1YlrEDs}t1+j)dXF(t{%$-R20fTbbR%%Tpo`<<lgYZ_l zsmk;?=6puh?EDQ~efOcfN7V}~Nc&je!wX`P2ZkPO#@@w7<LvNDiimC)vyn}k1!?1| z%7UQF8(EM?nJh?ixOWo^LJi&x-leateOYhbj(6Q$IQ_^BRRYe~<u=KJupoZ>Q&^BW zQPnlCA}%(cf$c!rGCA2<5O!`dqB=R~frr+lIZ1=&-7!A$U0ZC5BPHe3fWDM33-Uzk z<F>&-+g2RG5?yA<g8Zn*S+XE>HE!@8Ax>sN9^z+T->_s>b33pgDq0BF&N33m_7NqG zhgBWb_r8Z6NIf*0?D^R>V8P7`Z(7smgoj$t6$8q3%AJiq3WXXvpQ5!IxHcQQ-Z+I( zT)T_^xaWL}z7@a!TmQ*;{qCmy`H=tm8vb)mewWGrIb44Z*MBdd{JFaR-&<X#Wa3-P zt1W|Bnau>hw3+G3ZL-y_s<WB=Hx(5)kvnUv3}_sch~-`Pv2;Eh3$phe6v~45yalKO zfQPuF3=9iG7Lmm;Z+}|*a&n({8JUOq^o9iZiWUn}V+HP~_3QoMzua%@+F$(he!mRs ze|`LH6tdxbRt5cG7^2{FiBGbdcOM$g&b5j>yk1}z`<r9?wLWq~kiO-Zo+wH_3-UCV zv^ZHz(_%JYpr|7yhpA{RGD@|h2ujvpG=-BTidrP&A6cc{H-<{NQHt)S01P|+W}8A& z^TJ$s<;;=>ybMi~2jCXA>`v125<J7stNr_5s9~Bt3sPIh{KA4z9CrsX-<e8c<7`Kz zdfk{;3@EBBNalk!^ul_w9mGpeh4<<@@Zu;(u;GRe6*Mtk?8Y<wV@js5Pf9q@b=oc% z+D=&<gYUFgFCv(FmIXPGQp2n`4qMh<PIwNVm8oYzCb#-BgL$=8ytBOZ!7s=k?PW&I zWS)-^VnIG9qsNr8$#^>NB9qgT97KUpYu=+2sm=phTgG!Du}=+jV!Z4np1u;1=TXT< zC0@0wJTtqwR;jZq<_HV&a?}?$DUM&(l0>!AyjYO3BUwScSfcAIve;E>t1}^?<vw34 zf6Ly@_D|kv9x1sqC~eNLKmNE?aisYBp2U#W2J<5gVi#MATRnO;`3o`d%C@<r{L68n za>=H0nHm}sDOp|AIpzT<BN6>0kjln_tee3t9SovAgHz&Jkl0fLP&!8m3o;ZrKST93 zsDRJAEP~8QRg47@1!>i`ajGRV5d41@WYZA%R1$+{B4#HG(v-)74Di9f(tF2E#lfGo z=z;qz$d@k01Ka?X1rdVV!h3?wQg;mo`3h}s&Fa_hp{S+Jzp;Pv!z?@4g7bDnc<_Tg zfloSrc%iguf}q!e_qDpAl!whsrEZjWVdsaIn*{;)Yf%b06H;#-L`0SzxmC-LPDc;! zG3Z$!DQW8pC%;h{Rue}hQ8Ya}-Kg0;H9t^?HQ@1KwRffpiW)neyr)7-_R8na%~Z1> zy*$M40kliGlW%Df%tlxEwxS#H$aB4w%%k~aXaJZ&nPUF(aU$`1;|a$ww_r`@Q$08M z{LDD{*Eb!QHd(?{YEi|*tAg0aFx$NkTjA4D1-TXIM{e5PD0A{j<np1Jtlqqo)EU`p zt#?(Dxv!ksl%^Ub++;T*b8l0aX3?@k4YZ2|AyRT_m!Lg`l<SN*85YF1M6#`DzXKsi zz!>?wlm#KZwD#!0*g2nWh>E&jlo>4eMx?NiOZ@A#lwngj&b&GJGaN~M=DCnetMUQ5 zWHb8ik__f4UhrsKF|~&9gtSEmVPkNw+qio?=p&vhe)nxRvN2Rn{?TZ?_3h&_o_R|Z zV}T`j${e+3(4m*32A&BkLw9>>b;@Y@%9ZSGLun088PpKV@ih3g9M2cM#;LEHPS=Ut z<MX{&O}N*3!BDR#yaF`R2+QBYtQOkH$YIKQ*E0pFUW6upd^bOwTN0&74(#arKJNCi z;nZ_l#3V7dHARQZ)34)4?UCRbux2i*?LFWS&lF(R>Z7+PE2C~u+Y_j@7P-{;1S>g5 zE5CSm+qjPr=8~~QEtw@k<-_!x(@{=ymck9OAR)SCWW=n1vBNF6<p=LlVh&Tegq}MO zpr5^@-V-~UI7ZPibf2@Ht(y=nqRjQFh~|f%I(X`~zMkW{3X~G~dLK%fjH`g|Mp!d9 zl7J_qdl9sDB0bBO9ehf7>6g>VM?;B{8aJGU!g3-DRJYi?Aop#4LB2rZGQ1wg9W}%N zoPw<u^)T?rJ_zoG1|EtlN#F@e8;e4baK1<9yS&BUUaYy+>R`WKHoqX`Jf0(Rv^H2J z7thI@J@}fQ{lohh<B7Kn%9<+niOMxNI(7Dg7BLykYb_*95__(+j?^f*Rcgz4q(y07 zPM)zER*Jhznma?Jl@Hn7e9m4{iyBW8V74NJn45a2@`H#e2SP7i5a~(e_a)A-BNNV2 z^*c_wM!CiJ)j09G?e-jZR&x!ORtOQ$-lH~qxAzOjH#l^L?w*8{xZLI~Mnz~eE1j2( z&B1>7QP36{8lN&cqsrG7MwvOeweefE)}o3kv1w^5(vw-9%7T2DZHs|?CVvkfD3;fv zVu)T+M&u20{skqeu~r$@9pSnx2=6PSS|>-+{>cEDCun4w_iwx!1nIU$2tp{LuCO4l zGwA{#Y@n&HSdat^yFqgnL|cXTcfSl85jivTXzXMV3u3trK$vlMV$ZT%$vs9cdT1DZ z8%<N-2I1+d6#qAl=B&Sj5|k+E6jSFp2$fxBpqoDuC#HL-8Ut?hcmY7xq(3$WERt?# zfA*5p6WFZySM=nG?JP(<EC~sgg79S=v-AggY`+Sx!G!9t*<YgFO2qr4yf(s~!-o_J zGc?XzW=OqpsPAv4w6hvUx;8Tf9KFdh2Suw_4qbk<u%rREi*~u+brBmpXn&Xm(arOA z$E3TsTWp$5s3*%|JvD4ym6IPUSTgLJ;=*Va8j;fBCrt31S2~K^aL&^O5@bA6LTlL{ zJ){mNX0afj5||gTRlxC?ff+H7qVHls`kK1XL=a2b8sSta7Nh`{&TB9Vqw{n!cQ{aO zirHuyQ%tRH2RC;b1%TF+yhbFpxsHK;kXOTStBnt$Yz;cnr)ZL&qwR(}f{w~PKWnc@ zfGtQV1akBybw0vK2OXVO?-&W6T^#2%7-^#OIh6GzdH0s=qHh0a?G|i>&yjj`f5ul? z%o9>7ZdEWZ(E0RSUQdhF$(SPlrN*0Ak?TtgK9j<q0d5k@)+1KkG<A~&;VhA(?`1@% z$!?k!&C1KmZ!S_#P3f<avA7{L(BFlTliqYJQMXi<Qd5n|FMa&28Sw^@<y(fK9!w~O z_6pyi8q?fSCrP<J%AD6xds{zHq3`><PN(^7O+FfzR8QRaIdI!HTl=PuC*QCjEfLpu zW@tp#G9q!75||!miXS6f350C+%_K>@zw9Y=SDaxH8R}bfceiTs8(WVJj@&vM74jl( zy%M_cM(!x@CDn-CpCJt0SRBk7hM)`OQ+LrM$6&c>$=vwKsdvaiBHnkwlAPKWVx?`< z<KSlx;?S0}NlKM*DttcK^s8R)UeB2aQRxNC&zYOlmDVe7M%lnOvmjYG0v|l9<~f|O z^JFe&WW~y?B-1HD-<Q0vYDs-vDk_c`d7wOy0_R76ajw8q_#7BwVYw2}D$ML2(jvnL z*pk}tJLpy_$Y2gzuFU)$kiZDDAX>_tzd%So{A?Kd5x|uWEXWS{{M<m&vfKmCL$SZ> zrF;lDdOV$t3Lk`ZC#zByh(YTO@yNn*7!MOxMhLJcy#3IsGg#dtqWdP?waPM}pKGc= zyKZ!Yzb|pI6!sXCQ$y#I2XJ8n&Nhg{m>O3evysY0n9?ZyzO#J<opIhJaXj*?(bLo& z8`s&tyl!|doQwA5%+fBdV6QpKXU1dnouFRVrpv8xYbX>MrI*<vVt8ay#^KrWw4Z&8 z2-!qcB;7hZXY5ps%(hy=y1lXYxA<t9qX71Obcb1u<5Q9(;5d;i2w}STQ^J$^=WoT- z+CNaAV-F@RdsX<x)J<q>G`oA*2}6vyBH{x+OBY?;Xh7cqBZ>uj0|ZtkTe1y_C(8Rv z$u{T=md9@FblG(|e0O{ij|O{jU$D?^_nZEQjn3DHA90SHlM2EMF%Q$#898tZEIYNH zB25h%*eh2tSdA6MK36hGq`KO2tAvy?#RJTJWTy1ThYj0bB#%_=_6c~*XZHzjK~*hR z79er>$TY2|3RiS^TzMWlM(P^dt^d~kb8mO=g+~hS19&0No+Tx{y9t3{+5X#(SZpsD zN_jv%MT#@YA>k|Gdwa&*I$!#wrjDv@e#OPNMJ^HMeu*xTj(vg~_=KKyWbObi-W$e{ zhy)qQ2SVe)YD*=JD2sM8zAYkzo!Oq*hx+Gk^e|G*NArB2k|I>MTDbchu5IGmT&LDk zTdi-BW033FcPQ4MW<I#y|IoWX(re2<HA3tGMiOoy7QGH<j^91TWTU2jMEZO7YiI~i zrsAy0nmeC;Arqe0J(2s-`$Fh=gEKK5d6y4nYie_Rn$l?=zALb7xNR@$a@)R?G)iG_ z$!JkC0-*PbS+qG~8G@Vuwi5<w93iT7xEMv21$oC2h$E>1qpp=5L8nAO85=5QSda%` zl~1^BL4Uig404SxnA_S2IVPywkghd#=Tf4m*aZ3>s>=stlBBVYzq=&<S_{E{+X26L zyRVtYVd8t7I{D^9Jrpk6^T0HE%tjIfdnRxL9$kBC*dm%;97B1DZ_~03rZT2^4QdfP z;REl`yOsB#%g(#Nx}jGXVM+)hl%p3Vnnf1*E>6n$0epRWnB6&JcZWB4o6k=(e0bRT z`=__0=U*Q>SNM)(09*p0J>iizCsnH)!^u2B*CoTN5RZ-_7c11v2>rWUG*z`OWb9Bw zXN+`Iw@j6E1uLB2n=>#bxY6pCciiXYS^p(-0tcP1p5jSuN0UHYE5~t_h#FBfh<7q% zq`2v4JCu&|rM)az3_Vd2BsUS16<>F{h$Qo9W6m5A`DD0^FM$Z9ibKnAP-M=+L8=Cs zf3VcZ;6=@o1@sHo0?}mTt$G8R)n}y8`TIwE6lRPkGfd($duzn=tj}EB$JSAD8nv4Y zt;TY9Tg3=4-W9o!h|_hnDT!1hr`>7$I|#{d6$i%o-5iT7y(f3(Zq(cVR2(;1LpwoN zWP~vJvE@xq7f)tS>e_S`<YcB&eYNF10y7i8Uuo?}+-N*AcQDN0jtKkJV@cpgDVzvK z%Xk1$Ati*2y3nR9fV$9zf(;;edZ}(Tcz&6;oIP6HR0rMg+OGoA*>!z+&-%`Zg>kvx zdQc*AU!3L%<@5dy--Hs5_5S8Ti6=DeP=aULMVU~CZ)WC7qMpAqp7?P6j-x2tBL4zo z%y;p9`1Hg55K3JI*^=(7beaV*(+45c-F8H4J-SSVd6YWH<P=Qxu3HwH3?=p(ls2Oj zNWRaq@B-FxmjY67*+aNF2dT@;8H$;DxtBus<$6ApP3=BJ&MvH-$NxQeIwQ1~44`5Y z3BhatXhxM8gW^M6>}*8v;D!Oz1+~CQJW~WcHd+QsivJN!!8aE^Rmg&fNzgz{>@Kx| zFF!=)lmx6*<6H--mcNoWu+1ny;=PWYfK!gyqL;-zXgMW2sCz+#Rp~%a-t1sO=C3U* z+Iee$)#slHqiv}~kExEYP!3;OK?MGM61J>H3a9fynO9)t2#OR)@8X>e`m@)#mgOi# z4=++<K@isHv31q>+4GJw43A{+1s`5*L@F#4{QCWb(tq(gJAa#lprXJuiGV<BM>l3< zG9`atwkgA?_=<uXY2k$S))8OBU?<@(Vv(Bl!<B>fB5WbikE^^a1}~)%y-pbAq=ya5 zFwQsR`S;7i!_4oC8YJKRtgvTL21ELs1z(y4My=(<f>au8H4is)zARBe<Z-e)y*H;< zx1r%)3ct%Eq=}9_cS2ldLAy=RR|M6uW=awie4R^ii_AF|<Q4EhzFWLo@bd;rTr3EB z2EHVO1Gy2w%nCg>oCIi=m_ZigSsas}-<JhZHo`JDPs6GHODxEOFt`wmpaKUhJd7jm zam3PT7$%3*tnvYd4{jg?FNn6l^cY{DwhzLenew&CFr>fFDyH7gx4-=LPEN3>xQLIz zqk-s{2c39Xa3?OV^DGEP(g67IMHpQLwyJl9VHQZGxUD}3A=>uKh2v99)z;ffN7)XP z7b$O-<?qY38=uVe_HDvviA~nh)Dhm@j?7lfx+8S%<guQ`@~0%|^ZQr<YT%qk3?La) z(mI&UQ<L@`!{rUqQSKY|`zOp8i0xUNM9?6pTa33#UNks0xtb|LYG{LTqHm{@3M&uC zo0^>JvtdE3nnmZPp1j=WX=0s8pVqmYg)SWSXQ=$k9>jVi)GBWTtKc5pj#M)lN|GOt zo$*%^@4;2Tdp4t7uqG9r_v{i{pXMiyZ<KJABSfObDWW~&e#IsZrCYwc6QroZ2)cNa z|8n1Mw@GW7B<d20f+Y)HB};}^BA)eJn;@pjaZO#+ShBP5ky#448q5)SX&}146qWTv z8WjOY0oPytjRhI4*8_O%bPWr#9q0@sp-faZg3i;2CiAW%J5)<i#iXX(h!{?k1>+TJ z-5|`@nq)qR4V-ZSpGOAi7nLA(Sn>BnzpPE}>NQfe@94avYWS6>xbon3r>B94Bm5Xj z2ICRhu4$(YEF1a+Ky3sM>X;Tcvo(g-*h@o~{PF##^Jv1<S(H-b9zR}wN=A+I7Lu_s zQ9n#B_s%PNazLycO={I@gRfeR@1So{P{5_NBG}P)Ps0W~E9w#JZA*kYy|+;fO1~>- zcc4@~%{=3CUb%d_?2tv?`(n(qSXKaW@J`MMpYqMVa}2)U<fF|$P2RPrYsyE+{J}D* z(hFwk`JT_Co+r!uTywwj@FIz8$MyR^*dfTK|7(c_v2q0I8hl9sy&2twgEB)KfI8&o zOU<RYSyQqY!wV3(A2<ZjwcHiBg>fu1><`SE|05P3HT-9c{Rc7j^#X3&524+eyM3Q6 z)Sp)F%R75|s_ueM;H4X1&opra*@S4c-!HZ=Kdr0MmO3M8v7yS@R=QU3fum#HC8b9S z^H`8{4<y28?Q$>_StG!7Mfp#%AU9{0WN;kl&eW!r)unshU%Y)VsSiFGe&o<a?CJjA z*QxckM)k$hs0RC8@fwc~TYhh!yONc7&(QEt@|@{n;gqdVAz;6{FbDq8jQ-KC|GC2c zA&SGugMg%i9_qD&PugSy;!~cln^}gRwe|)G6KjkCd2(J8Ra}c6WtYGR(8nzwBo@NE zPBAs5%J2&l&MUxC`!Nd=(*1k|SE84%-vXtg1~c@ebOQ6G$J8GaBmSczC~R$NI{W|h zQYuOmfM5XeLVQW#jOU;TGG@}gXt(y&JphS{&g?*U_8^weIOWn`_MKuuOaT}jvjiy+ z=^AE9u2+k;I~6^zS>=lU>_(47JjP9QjIto=BWWj?oFOd8!Cq??#9R-{^vg?YqJVW2 zqCs+Fc=WA2w++y$Llm$`CbwdkVLNe4C$1xCTM|JO`^BmJK`HgMsC|yLv%ocd&9}8~ z@K3KHpujHG(6(CsaFAt!@!Ui|6i)FcJ5<2f#?eq&O>37R9~OlBCfODD$)=<8Si&pW z=Z1)Shnp`;1|4(i0)!`RpFO+Ef;bv9VT91;_!lu^jF0;nsqj1S9*rv`f#*k+Hp8AM zopm50)<d_AbuQnR4>2_^IF}oC@2nGVuKZ3X3E?9Tl<d+qA%MgwJI$0rX;W!59=Z&* zf&6jqd_EcOrzGLvnS29zkGSjZ^sc#_YsWN>s5eIKY8G)(wLDXK2+PHI$Aa9Q>E-}s zuSD7r`XQ<yO^2>T4)T{l1ntgRuJKip8kCTrP3(*%!TsNdjy&3Ibg5nRmGG@nNMn-w zK7(d_2FGOUJMS;B%miP!C3Y(n6a-D4pEpjlUr1F~Xt6stJ3eh&pZxSv>7|N3lgmU| z!K=r#%R8gJd-=mYd$+<eE`092_`(}Lu4r*)GYjGmq{8dw1O7;9^#5W9Y|w}!=@x5f zw*V$zL*uP9)7Bm8FZsH5L%g8SW%_NQP$F5#SxD%MlVX(b$vBRq#yymr@XQ=Wkfm>i zpXJgB?5OUL%ZIoI+n&XaPJ`b3c|E=%{O5-LeqhlF1g^q~#Dk$z_VV=-VSwjXe{)ak zVDX)TdoRlFbYFq(iL0M7+uXC5D|0Q?JEu6!`A!!{=twB(iplr7dp=XPv$fTfF;CMn z04`$P34fr9+Fvd8ziaX<9Y!d6_u^*n;WFTi=#6opkS6fl_D9cBJq3(!NGJmoOD6|p zVT?0H#%Ev`n}02st|Nt)&Mc`P1=UIOjk!SBk$^3<B}o0GF&`?~hW?U#9K`9bs?68k ziNq#)fHVt2V|x$0FJ?2k40wwn0v*JPTXgucfh^GHtaVX!J>YabD=`a{aOTTBb}Wd9 zJaF-yNw{UhIW(P5jH#K^%B)UCFnFA9U?u@6bufHjW_bZ<nOgFbUw|C^1NeSU54x+} z7PQq~B9rkLH`GE0A2iKfdF)R3(&;xi8e0Ou7Eh&^mpcTQ72@bIj<jYKzUAhn>whg1 z8~hZGy!Io0Ml)m~QFJX^1iCZA+flix0=slHV`iBKt5db4aiDACsi&C5_UQREn}wcP zso&xngS5^>fP^j$1HOeA&W!RKA-mB-0fD{D08EL-OKlatdCR7MgeCrWUjGxvEZY5X zaLgKua^44p2arq+7_}WJm!~InvLF}w3@VYKz?`;P08_A7Dy6}<;)V+9aTAm1!+U?S zq)yu}xZh-QriG>nU_}du17q|@EZd7kRpDp#20^`L0l_$W7C6;rjM5)1Gh1oTnuzI7 zjy)OpzyG!1V9hnz!nfM1BesKL&r8K{hI{xZ+a&!YV4^3Ef@CqB{$X`OfV}~#j=y#9 z9#bCCz}JfeBETv?j2_F2aS%Y)8U%qGw4>+qf!jn}M3MgL<o~VTh@<GT%OyupYE;7y zRAmQWQ`t5d%i_FZ<DAdY?_Y~oWXYWzboRbe@_-6Y#7`hLqa;&oavhvp+z7q9(kw$W zS}uJPKEcx$tOhq)O5xxkIMFp<)S6vUM_QHZgyc%-$!Vm$b(mES+FNlw8p=&L5z%;b zr{5KEae8fq=X_^;iKQwqt`>~K|1d7ZUQl&ZmZcj~?Z_1sM$iW(`)oWkLpz@H=JIzK zi0)98mrlIJp_{diYS7^1z(YWuKj<EIAUc8X(8cEL8Ts1_tydD7Nm%Y%d6^1^u0l>v zqAeuqC|P{pdnUfo`27!I<CPsj4I1*hUf4iyDU=O0GY+&Z3;VRkppyFv{!Eln%Ykq; z|Dk8QL;`n=8#F)P!?2ySSxSQuQBvD)Ib~V3zBc7gj+f~DZf!c=f7(SkNSTnL1tpMN zk{YG2N2;gTp<U!{Pc6)U1C3eM9sNfIacFdj7`o1o3DV1M9Q_gt(%SSWc?H@Kf$j=3 zfMb9{O=S>6i7H+a@Sj!H*ARVmHiO*#=la?M<$%BJ!DL$lC;cp3u0`zw)f#<sP-lD- z#5lyzt->tr240%N0g`GpWuPc{1Ta)>1yzGtMO^_CEA_ZFE(Wp#TUqpjPfSTM_9^r- zFWCc2!0MsrGe>|P>z|S=20%jfQ@mIOVUD3^J&&U)99jUKY(dZ?QluD9uL0Nvy%Fm# zu@E==`7fP@V8K|g;suw_m4GyFH8vwEse=}C0F;Q8rVn^wd=axZEbt2y`0K#ciGBM- z_7LK?bO5k^U10pL>Ol;ul48j7G!SQ&R<=JbEMuAB`#__9G{yWLsgE+CA|B<TzX+7# z78X9Cf5<J&<4c>C4wwP}nr;BP-C{K{qD7VPr9VW0b%rqVWj=O5XwtWUPKXZ7(D?4N zAdG{7I8g#_=~Toh!=r+EiJ|)pJ=8XYTUgw_^j32fU$r(xvewllsQ}FESuonzEcASi zcj7=NJ^a|p<l^R^c=ZDR@E<T6KtjI<4J7pPKteCZ^nU~dD^E%kSdcpH`wq07GFl8i z_FpvgU|kBEf))C?7Cm-^p<9Vr;v0ffIADy!E8g^<)M)>UIFWBjaS$6+Fgm#a)-9BL zFrB7`tI@#kpgulB#l#)-d2j8#za+ga<zU-=1oeXCyh7^sl)=zR{z;i{lc7g_n)6;c zKJk9#U26oZ!fs*K;kFdXlPSv@*u7&c2sF#sVRv7>^Qcl!k?XP4!K{c=wb7R}ZjUN9 z$*lV!10co!xmEQ)BmTcu0j~oaF8C^#XG(xO#ijxmd^Q*Rk+~6Fy93aS{sm}eh$=!F zU1kCw;u=6KFSo(x1wED>1}y2Xq&U!B$sn;DlW|#+;s!3euL(ZU0h?7Fj|R6nm>>#n zm>2YQ+$z?eVMR~*Yj~9a^<QxqJsSQ5H;M3FVLE@wuvcHJMcoCChBJZT6$h|e=7QEn z+)%zR!y^^s*TU01hhlL?aEagJ?^Zsmyn{NpBJ60!P2OyV&tKzPA#TYvK))P^?kbB# z|M(;^-9rzrfGzDNb1<H2fPiE<9s?8)U$FauO91X->=Nk5-*@M)-TLeAHDfS#?RfpW zAP3b0+N(=cogB6#8xKHh@DK4qDBZzc{9a_(1Ywf7mBgQ%)ICw4GS${Hw*C6JYkGF7 zZ}*f%ZthF1BSIHmDg`_^4@+c0Ec&6u(Wme`XkXLajCZm@Q!pXx@9Zs-MRuPySK@5i z2Q&PnM87L|wfYG<4vfk!)h46Rj0lt&xrSJRp;>u<$AcW}DaznI{aWY!hEpn3B=bni zyr7*BS508qk?Iih;mi8{=4$b-mYz={9$NLtIkey&x+(J&QAGzPn${yRMji8tD2arU zfD~%5ZG@~K?Y!Ntr^K<eM~$rocJ5nBFWq>P$NlQeUOiMj%?@35N$CXb5K5z2nFEQ| zAl;bpU$EProm?OE49{a%B>dj`BpO4pG9A1cv#YB?sr<szO*da*Cg(EmUZ3@j#J<4U zG<EwD#h#)E;&#i^c{xg1kc`W)-Bb2VE=>|mm(;d9Ez}krS1_*S#Xf}S$*6D;kxs3u z<gt6Hp2TBwX;&M>%ZyY}S#p3JUQx_b6?5cU7UP6YTUM97!x5RcRyO*d3qRdGe_!~8 ziE5+1reEGR*B8Vh_|F8BF^;6!)ICvy%gCM78qj(O<1sChE#_~T)+po_AO4ut(lJ6I zj-NicdDpcfx%9@cPrcW8b9Ep)`G{y3?l#&7vjJ@v)NM<2dyLX03(e`YGnH&e{l-Wv zaq(Gp{RTr6l$dzE!r~KN%g(;+CA(GJMU^A|=Q0mNX!ri2tAzf%VeDt&6Hb)$n5kkI z#CUoOJ|DNB#g87c1}SjYUMNEZ;4w~Mu3}Jv6itBe3jwvF^k3tmf&f$FJ1`n-7H<B* zpu^JsJU3>s9{5Jn&roS~3Dv~%U$9=E%7CYttXgRloN?qhdiKs|9A%d-3v%hStA9B) zK5bl?pK3vr;<1_)zcJRs*WaF;v5`x}u`qET>Ean;kp^?~B29&^&3HGD=j}&bZkJ5M zsK+$lZ77aBpLHoCtnu54MS)bW4tYOmI&_=aJsW@1&h5MEB&A%xeV<-d?m0npM4bw% z9#V+@9u<^PQMWx5U+g|*VQ1i_J+H@WPzMwkEQn3e3)4f4d>5&Q9@UvP%)L47*$M}8 zjW>0ic`5SocoBCEJICoCO$s4WUykooR|q{wmgPHiFPYYW_}*^lKJjCh)Yiedo}C4G zmb{<a`VHq!c_#MuH}@}Dk9z^0Y!)|FOS^`;McqY4pCO?u8t!y_uesWCD=$CLbJOsV zDW?NFxV8j^s`5I?@35eYy)LTQ{b4NeqVjlQQGZxKs#MAQ3eW>$bo0$)_Tu)^;YE|F zd~QivAA4Ze{!JQi=r`2L0_yi>tsGU7ZrY^W3aRa2`{gU0nJeGYrc-acJZ32D)33(y zNScGMzr6kZ(}5H|>#04b72%g!G?|;DO*Ahe1Es5V0%t3)`7gK_A)a5H;+w<Ld1ffj zsd2QkV<m?Rs1ZrVH<Uw9$96|~%J^EnvXFfH&T?AHXj#0F>ZV-gB&VryqWrM9i<G^E z<%j4SEe=UuSB~!cLXMV?YOhbXJNbIb+rTABN8k0v?jO7c)#wa|sVMRwv2#k;jMQ5l zx$t@!pi;ZJ1HPJpa>^#sCsB1L+Eu(FOiT_}MOf|}Zmk};_F7n;qcPacU-L&)t6tj# zF_8ajp6anc=pN$ep~GqVJ(+frMn+>@AYLpxkCgi_buu|O|FR%4GI*{Vs1xmysR+H8 zDF^PVNX@*9>3r1#PK&+q9;%bcWUfjUgwGp-bS84VNQ;ZoZF?7y7Vp1(ce>%wSszo5 zy4VtPuBwPTC;V-Pw&_sjZzddU8O|KeemjjXDma?ZatmoJUGCVhg<`K<oz-_B1l4KM zS&$vPh%opzFMcStBzoyDNzD?1=sTrNeqPRk<Q|P8NvU?&=~m>P%!$~LGi4@tN$38v zFY>SQZs(6?11;8er-O(J1rOPD8%@1LPVHfX#gCI%*Q{w4gzftm1vgk_=!8zWLV|kq zc!{NhE9Z32X-}!jWst9oBB+PNrUb~U6jUop(uLG?EhpPc-!r>Np5I!Iu)ESg@L>(! zJ~Vf`W!KSNwMiq$Y_ThEv2|$+!TuR`F1Cr`&>>`_NW+*#*Tqov@Z1v_&5EZAmHp<G z{bN6u@J|#3`FrmIo2Ggy{TDp~eXL#Xk3T%GCUR)<%${|@$kd*NV+-&7D$29uf^|%T z)v#r8_1KF@kGVKWVjm*O4qkN(G|?R7Rlgju#5Rcgmzhw>?SGw6&6)}Vnle8I-I)R( z3TjvIWoljlC<EaHi)i~RC4U{ko87Nkj^9$GLbMZ7(I`H3uCO56^-S6AKmivKp-o@* z7&PEM!>15r%;0EcKcWJ@!zEcGO5^nAw09a_$_kfWYVNolx=VNq68ok>A@fMx3A&Kh z4UHZmw)S@P{o<v!?KzW8AL<p1r5o-YF||{v={8Gka&61b&ewapI31My<JXnBX41XJ zMS6I3)6%{qP~(O#8^f=WY?&Hw(49&6<#WnYt5W5^rp&QLmXtAS!(h`x#70TFHEEhD zXuBlaC26EK6{a`aqj)_a<#=@L+zqjRYt4IOc33PRBR^hvU7U3|DYdtMI3y#pc*Z+y zDQ4ly-kKIdo~2z)S7Y3VP{#Ca;Am{!@k1VbAelRZ+^@n%#!N=h?$D9cY}%zRlpOhE zv4wIdychN5eXDsuQ23TWjP#2IZN%{y@*Ts9?m#Yfe;wy4t>8V0GH;2+qb?RRM_(*o z4)Mu6!h%Run;&Zw-+A4+DI#m?4x`=DZMvkU`?WS=7qbJA<4_ay1eX;6RQ?X^6CGEr zuX;VN_qUT%-0A+ZdS>oelfH}-g5M%~Z}@q^Kpn@|Z2|{0zpG`(*=oYB61;&ADLfVi zT~AEdsaSHSCByo(j>kk7O&YLQ3Ced5#TG46lBhmJv=0KJq)KKh%hj$(9Q%B(Bcp!P zt7}>0_jS1(!{#RLfhPkE!aJ(<aiWLn?0X7T<R-H^>NT%?#jzVp*R+)D<epZ$$hj<0 z`vF@L?h)gof^3?UBuCX?_IhtILADY_>GJaAiOimqm&QjlhEtr530^Z-bR8*<{9NmN z_o&zFZ(kj2lU#1a3t3oNdbRh*yzS0$3cYntsUrvR%)0S)w1uUMi{0C>ND9E>#U~p6 zr=W4{TlBy?OctUF);*_5%I>T<t<%%KU^v}D>NEV%`^0v;i9H9*tH2<KF4^e<<E2ZJ zX8f}K_@)>3a<+_*wXc5~d`Y|OfdZQd8R7DXcp101a%W0pWO#N(^^OqR{wzvn3AW@J zHQI9PAjxp6p!}!7$@Cr3=9V+2g8jxSz54derk*rC)HyP|9Q!~>nEG&__Y<LQzH7g& zp~aI+Nk+(T!^V$i)6*O%{3{DS5V!HDk~Mh;Q!t9U&^@JpNis}ywnO0!chd3bLT8mL zBK2cVvPyo5p4P1{y19k*0+w!`-x-o~oFHN+S2#De2BrI`s3p_-8g3XGb<E+uP;7wX zen2|sFENbvhh?i)OK~y#3LHv{VTRdSTl>a)Ztv*Leqy&@twng>_ltz!(U|r*x=LjP zdJEx4M^&P%{)fY=p@{EM8O1%Vg><OrK0+UQhe4{wCgNLh=cJ{##a$AGRtu9jo^k)b zJm}YLI{!5W5?bc~4r{1p<cd<Wy@-ILq8<+PrJX_^0E{MVM-d!wgVso%3y~F?Z74-| z>x~iY!yO5{K_Wc?xxHA|xEflv->r-LrWrhpASHJq+8>hvFK_Z=%17yj7?EKWZ=u)P zhdNT<KO(249oZkItK_J<N4xGuuSd=9eRq9SAnRtu0!yU4oAEGj5hSe~y$$Cu^8mL| zQb}Tv#*k8{nh&C%x)zjt$dPM(WtP-e>y><FXMe?Tf8{M7ZSx4;6DRXwPISpAy?m+# zp+3N^rU&gmbNk!fp1G>snz6<`6Fc5qEgm{95`4r-z5A8+ZO5d6jW?yw$bSO-v&0%l zKzIqRQN*@l`vLObU-t9?69TN~Z+9xJwIi1vUJhO2y91}}dIoTKP`i>L;9x(3s=>|s z@cEE`FC#Cs8bB;bAw!rYE#Mw(0l1;31pM;CO8HiK4Z3r6DcTA1&-G4m93Z*K6j*5z z*mCh1ApF`$06@Adv>5xQloi3BJIFzRk?>`PsI4#(!l1y;HHckaZUr9~^j~%u!~jlW zC-_G4C-j(1=$sgR2ORJk0Gwh|;egl3i}QmIP2WZ@Ol)5|MwnTWRqSMVRWL2PLjRqb zzbe>UDGSmb+Lj<@@Z$=HCB9KSg+q#Q7_*k7_$QUI>fbY(Lfq(DXXx^RG00j}`?G(l z30+zPhr|33vu8#S3nPeVXbfqBsgY91EUB4&wOU|Us1=Bwy-;Khga>KBRz9>C2>iA- zzj`c<ZewO00J}=rgqyDr2ICye#4&u}4CSB*_yEvI%(9cgI9Y>AJ$IFt9|A15)k9C) zQ53WZKGZkhB?k7NAN2SRVqtArjYkCwqFGA+&UgT3YAy>)^8@F5v@f4WMBzWf=rOLK zJnJOI5R1fJvK^rV_9<8y$9MwZb<0gJXdq%%{~MS%UKT{r2ZZWe*bCUolYc`)QP8V2 z1}|3eR6l)ys3<_kD77-n2unI}%SO<y+F{HB6a7}V(+bc!dGwnAmO}tT6$l4s3JQWV z1$n?0le535#(%>e<3!15kSMz`o|=Kx2QuZ&xFPE|=&rqJh6t!v0Jrs9YMmmAas%A0 zBRHo->LGe!;wlUB&2HiwxQS-tsTSDsJr3v-{H&v+GSHp0Ix9y}L4`s@qYO_G2NdnH z=3W=sdejy$M1M!T7evxh5|}Cq4$F&xtk*21zUX9Ld=s?11ae`GHy}^^vFC46n;JC9 z0J^lED!?qshB7vOFZt;KsM?>KH->wN0ZR#t`>iw#SW3;ELq+nyNS(n+5ZLSJT3C`3 zlpYx!&MYCqPbB_|^)kb#qbp6XhEv4HVauALD6kSYyaP?|CBkTYz~iXj#AcSPGG}15 zWryHHIaFU}74Ro5ZzRY<fNTp%ufQ$x%)O$)+0nHrL@3R9)^D-+*X6*zR^ec69p-;h zPT=@S5VN`*`)}wo+n0_)nOb+Gn5AGA$1KO+tfkOg!yM*3DQuwkjV-uoK%#z_GaxD- zM%S8EpeftHYD==5WP;^UD_V(IAb9IRTXq8*!@-B<vJteW;5kaNzt~vrD6p|)pjpH- z#GVET;f8{MJ1_$VH6P*o5I3ve2_}&bt^oT0IDYRw?_+#Jh}<9`Kz)Ip=;#I0MEIrN zT!aR4A~1!fIrwD*Zqz84saj!x@BMMh_Nw1VK|sR;U1oq3M#HZfT_%Ye>a_>5Dw_fz zeg*}lUz8aea#oZXg)7R8382jA?QG#2rrNG(Gl2gyHDCHVU!(%o#{>{lVKeBlpz!OJ zPxk%)U9S1rU;IQ{gAnmAsBhK3<F(IL!e?#nA(m;+=#5eoP<ac{00GIP7d>Vo`*YvB zncv|+_`T98V+V%BQy}~n%>}}5JR`sWv3&6R3rl*;S24!JHn7|)HUqxgmJdwNYcM^J z#{fM3h25rV3<iO7G%kXndwc<m=+$4g71qFjJ`Lm%<{SNh=Ib4{76q*8mHv&Df+~8Y zpjz&*wEGT>!T~O;t<J&NMy1v|B%tKp+Gh$_{ho8S+2*(i24ziqHOa6+=(G7Is<34_ zI?%%vOU6}&%fWfF@q2&luyLcd+aCz-7&0}|5J6jnDN4o#p{HY?D)>JQh`^~T?=Uj4 z28TryoiKAF_0*STlo2Kl4U?Wm$><pWxV!Jn-2+HHb1Q;yoqmAcrZd;pJw!wzwr3+a zQG2LUWQXh2{WNRuo@Bx+GTXJbk^|!iPH%x9M%X9x!-+~yjeC)ic0y{f$$`i4?l3}y zuXV(TbjY$c$!PI%Tgg_WmUgr9K@((0-C%{>4kKjU)H~^kX4wK>oU_9o$FS(_hi3;b zeD$?S8h~t#TwzuJtdakN8u`}Ne~HCFjcHX3_!-hEgfOp+r~)664hz`|4hRd;eT(kw zgO30d@-ub))1KXV<lB`}E)3Ldz5uUyNJ$P@iK!RBm-m3lMXVhv*1Xz=>;~S7PivV5 z8lz$M+iLW`FGy>q0>tw-LE6&HKNF;7t%{;ft2YO%9^sE_z=g~~LGPZkAeW_2V3wqS zv+V*{p!LU62y-(ShJ8Rt)7gOmrwQ~KbcKSl-zs>FO_%rr=zq;dju!OtJ<C)eX^r0F zmI9yegEq``fk1W&=oj+BnIR2`53)<ev~?g9j9McWfjFbZJ$e3Vi9;!3NqFU{Dq4(# z9N(zJVDp0=beXI*w*p6KPSmnBYK@kwBuz+gc*v@9<m!)j3%^3w&NaX%g<zq=6x0m! za*QG1&_<WqK?&dxwl}DH{V(SEuZw-N2mycr^}^9zcfbIt1NJJ4c`?G5@el;Z7Og_t zpIN_K2CK1DF?8h~eS^jO0r=hLNYw-giGytd&X7OxGl0@H$z83nNW>P@p@(!q<i_3y z-oFp}tN~PAK$?aPh0o^$@N4?8^si#5wLs+05BZAuS7^^$qXIqacA{x{!I%DOIRT)G z+QeG)#I*3-$;e-0kD|lsG@=?#Qim={mVj=igJRD7M^4(QRc1~OqVIUj)Npu)p43A# z4nM+e9}HSLwFjVKC%7Uk6C45&*|-mI%J4%NPr!D96;W#N^LEUiawl-I;oln|sL1{% zf67|>Y{NALc&kJ{gYZ?#oz>+iMDPHZ+`nzH@lFKR6(Z{cd`cZ=`Rv4B9?iFgHQ?lN zH{nZ4QxZ%fVp&VpTbLM558ERTf;2Ev^^e|71Pndc1OOjXf#Iu+{n&<?-Z@}mU}W<g zm?0IvnwU4bcGL#92tY^+(uzF6ytE9XYzJsx?F~|J#kkPRWZk)k%jbb4W~ydzov8{9 z38pfhTEi^1!_BAdUeRIq)`0zG)$oN0J5Wb=>}+%jq6aJbGLXqE$j2cs=qB(51CXI% z+i>%F(U$Zby+Ct512pGY29E>c*GyEy0qj%4(RQcd<~57G_M0M};%3hb;}%BX(M=ka zh^3>Muw|N5-G0!FUd+y)E9z_Em?f#F@L5@a>9>S4gPYowfd6`BdLH;MC(zkfYdDJE zD@wTUh^N2(I>#(F173Fzxbxo>2}Bme0S2~h0xa8^n#&BW07b{&bo&NoY7l%rd=R$0 z0KjWYp6v^e&>5p^bNYdIYj**#%kD=tx^}W0WPDnTBgZhachV7*U0`M|DZl&+>AjY` zXfq1*?se=BJmr`bW?7t*9$v+QEb&?3DZ6~Za{w=MaD|rvExrjJG9R*9=b-!#U>Z0* zbS+f(?;ra#H`5bB2_RWcMv#nXgH4sThWIlrE;qz`4f7v18))SewWX$fD2a&n(eSj$ zlRu#dKXU9+f4b>o&6rI`-+9`;(YZ8qE<^Reqm&OfA3?9GK)m&+rznYxC?yp;^2R0# z0u0|gYA02bv{((_p`@oAPk;-F`8v2X$j#m`ost#oKR7?JJ=XAh-{zUr+j+TpjP|~J z>$0ENE}y5#QZ)$j573rc5TwAs!D724s(=bfKh$iXSf^e`<BNmLo4droMyqLIQ8Cqr z=4J=prfo7S!}>G1P^x6r$<{Q~Me6B6I8}JG3bWIif)h~E{X|7n3-OXveIh&cTCoeB z$v?V83SMvZ4{#*MNr#0U8VseJ%CcTWR|J?TohQwm?Ie<v-xGXFn(gcbDvYv=j`dsb zC+O2eYT0UcXz-(QuJ?bF-j-6a;ep+X!uEgKDSGrJDmzWjD&{a4yi8lndIFV$P|p?R zupMj=ta4rK3~)dENaB%6ocgW$$qL9D!NB8H-j5CHNm#bgJ)3<h%`yczj;I*Dc{VH8 zDQbZHK4zrfe}CEwwu4-)RfF{38J(}D3RU0f?wqXbq27{{MlNZ>ny<wK&W$oTYe7RW z>jCwu#eszDf`&BlseMA;<ML_Cem?OfK9}45<X!CzpFVIGW}H<t@4=n@REvZu5Q=7w zHKt$L8fbQ?F<io4?d-i07Yj?Tl&(8;rx5Z%t%tRrlhkt%yUt;yvy7ugOwy*udw&E) z{iLT{?Uha40a;;7ZAzeTW`s``Strs@v=kZai8-2;z57nOlM}DF5!chX6Krwzf}7YB zmV)+5<byHvpr6m8rqcFM#fa=dk5le%%9hahs0q^yGkDZ%H#FvBZ5TajKdm+#bXQyB z;oJ-OPCa6`f|q{kAwo;x=;-qiH~n169JeKQQ-#_IQmQhKe|SftUfBLZ&*)&2q?Y0( zY(ehVnbpk3&!~3UnDU@AmXuqH7DUE)9Tc2zMF}U~I2}+SU2{)3`_<RG*Pe2A^<3IF zKst*JMGpiZvhIY?&i+7eJ9;1c_@uz&>QJ|j$shgPTn-h?@ee%$=Xks#=bBabc@0LB zFPfDuRohi5C?AX^ETDL8&c)iz<r)x%^)qiQ=x>4UxxJ*tO{Ct*2=6!^{A4T(E2u-w ze>?A$<)+*P+|}v>g)wjl&L)+o3Qp3ua~?2(L+FZT&UVDp9(~lb@5^MY=rI*Xjn~$f z4ZYsn<Y9BFR)~8>g((c~(dXcK=%`)Ve%(L1;Uj_1vOcZ|+uYkGy;Y%>3Wo+%n7@ur zZ;KJah!^PEPekci^`@2h{*Yap&+!Ho<}yP#XvP3y>hQn}$2b}^gP14_-FnusAS~U> zoi~So71Q+J7s~rE*Y%Rv5l`*vJ<w>RU$BN~T_2ydI?rOScD8(jq>e|g9h(nwP>eLE zVAyE&;YYQ!Z(e@9$Mdk0a#<zIn0M`K@UZn@m##kU#WK1S)9qbf9f_$pEm7rEOPtWq z{%9*8u>D;8yF7;z$4<%-K0i1S^oHD0ymddQpa|SXz6jqyOulu1AY^IP-<@1|O3G#4 zl3%6r`qmwdhb*tR_3u%7Jz9r7s&{`fEsZhUHos~gxPdjfiFqmf1wc|jau=ySfF6j! zZJSb-@UBtbOnqoRFtK;Nq<YI(h-#}v=s-@d`$;n+eM`mO!eDpvUcNr&x83um{8Z?m z15eY33hzjVCoU2R>3MgqPhW7&Pz>;YS!OJ#wqcLZCK(b69$25T^R|l-<=cl(a+t!# zcVkvlq`A{mx#ye=nH<L&6Jm6<K>0K+t$12h)<Dl|Nxu`Xfst8@2QCo<b|&lH9H}+M z@t%Grzolf$4^!xFz3-7}k)r)=u@hg7gSi;7s@46zf=-Kp&Q)INCPjzK6%*DC@!mU9 zRn-yaBF2HFwK(hB9Sy!Ae-at~Jfq}P<Ai1Yz2G>bMy2tV#ar*DLtHzg(rQK)CpiGr zejAVO(*THQ1PgeuQt<fu%x<O-sOCCZ!?;txS%REM58I%r%eEeO-lIh;y>DbSI%Zz^ z;$~M?H*fyJV2t5T-%jZ8BE;w^VdY-$Rcq8U5WZ)Up(c?NRx(kL-d`<r;I^{ph+~6v zsO*((*Dy-g5HiLN7rw{LW^zgl1oa}AoQq^BiV-7uL8^PS0>3FsQm3wFQczZ~w>wy$ zc451EH&@NZa~v%ti`Z}E{41xVDw<PG4_{0g2~6y_?zQU}Egf)vvC-mL>bWOTp#t@i zyE8jWXs3e$ffr1J&9alE7+yB8W$t26`0D+CW$=Lv+=_Qlwn9UvT@b)Kyx5rRmMDHO z*Ue>H_H0L2FvjxLi9%%KB%}F-vnjwd8y2X()?{OfB1x-~3&wH%$95b2@XL|PQAe=s zIlZ;5oGqD(js1Ng^+H|PremgiExR3d5s~F7?-xui^Boew!)4qZkUh1YLB=J%_*?V~ zU!0Hbs37@>!c)yYjyL3`T`_bvYANnr><GJ|Wf@z9qcl<%QoO&yGv)nDPFd~d&Pi}5 z(2yce%V#fM8kRPx+PuZ!)x-TtZhUp<GDV#243Bp&Y~9fkDJr&{|D<RG&hMy9duHp1 zyYS&XSMyLf#e+KVb%=MWl2!GRVTw}y7u6;E5fKvrqn#j#M&2Yu)JQojW;~D7cOAac zfOmK`b6*>=8(nq^K9C@!%*a+&q=pmV{w2GtmL+q1Vl}<EzhhjE1WAZ~z3Ow5zRqv+ zU|t+|7?J$OsLNlS^dTfH(NNwZ0rB!y=4Bx+0ab3j9+xO>efueiVh>bP#>5(Bg3+cL zd{6QPQZAh@>O56Iz7)O{(bq=}I-4sbkylb={N)AN_$7f~n_t(Pm$$6vM2sy_A^G84 z;Hh!~soVKcm{7{`9iw(f)vwHEhZLn|O!U!|cMrb6JUq@vR`d@EJn))C9x^~J=*4+~ zfALppfZKHYnYf=+r(&2~610of@XQfk5_43Kdg48@)F#&>IM&w9O`8iLY3FyC;?8p_ z_r-Km|IQj&93Lsrx+a4C?(?HgddY?=4L!<}ulswnJ|Hx|B5i>YZfN{5n(rSHcX8Up ze|9l;ASDf(5`H5n`L{~p8=CjvnapAVe{VLbSS88&Sl7XL!d|(tBX-@9r_4lC?1gnI z)Abs^sfn?H)4_2$ZZ)aq6f;Idksi7C%s0F2Q%%s`G7&j}U}@FE!6Sz*-70#q8B7ZH zUH!dDO@-!Ct8r0I&#|ws&2Y9=6J4atJvH3&#>d)qQSEY_q4`?&^b8}n)93t2T2wLl zDKDZ!ulayzCxF;|)N?f#@^i_e)sZ=1>O?Gr{RN=mqat;x0}|gSl6O79KB&@y8X7se zdf*X=i26s>SHB*6S^3TFNqcK{*8CDXA31@}lgZ?C8l36X9mM!~^H7rsVL`FIRz@P7 z-}=WEb-v7Im{e`jhnDVq8FR{?b~NW}MxUv!KN6*$)uMGVCg6t6i+f*NIik(@#W-g+ z_7rN`yp4Hr2pgb$3^>v&N?s(O1CxmNuF{8X$?|+FakXRKQ=sEx!E2KP-&MIX*<nWw z8Wa{v8@$3V%1c%a&yQUx$Ve8l8h<;u>~XAg<c(5wywz2=`|-7syR*VI-4;|=(-doz zeBOhV6ABJd$8^t~r=p#c=)1lZ-IO&hR@0U(Ed1ny4a=!~O;hrF+gt5sIsL*sayglT z?u;dCm7+ILW4I3rZfGkK{@5=XP<TT1u1I!3rOov)@%*06A_Mo-u+QoN6sSWc?5b>! zR>lSdDCnw{+#f@k)OBd&q>XkD<_(H9<T-4vkhxZp{`mE%cD7XywxVt(c_uc!Q`>Yi zXxT0Xwn!5kk+30~iX&)kx<271FC>!NYSeT!V(^8?tINZ)(L*~Q&^2MCD-J!hN_<XD zsRs5rQ-b6Z=;!P})CiEhJHHfjsZN#mC`_tR?R8M8K|lKTAT9%(!|QI4F*01-J~M{< zO2tgQ;GpDE98OUBiaIiLrPA=iZL3in$P`!ArzSByY^Kl4@$2YzMEChO4y~G`!1((V z`7QN(zXW!u9#7ZVDPeBC@A2cZjU{_PR8nSkoP^cjgM>s#)!{Ta(xF_+k|0oEJH@|D zF+8|_yk99tfaj#o(&BB%y}0N*IHg9^$)>y@KhhozpV$1bbq!P3qI6IV*>x$c{iahe zuh&$+m!#3H=12$LkK~;+PqCc|eD$|iv|X;vm{=L$_E3N^eH4wPf&GQN26_yCEOVC? zrAHr=I>CQ9^}NgBJeSNsOMP)~lib%Q#zOoVZ0upgIZhYLvo~~tWU|$p8D85-Zzfwg z!mq_~PB*6H3&**IjD7r`LOZ&K2#l74Q$`P@V6yf7NK%y7B)7*4@CV*|$k!r$efQ<v z(70Yw<ZtZQ8S=4eo4Ws*-a-+cu+zyzg^GuBLEEL(Zs!|6N<Dnen`R^TaVb7Y%h>Kc z1tn3l3+@|H-sr3%cJcV@(^U-;Z6@i>+3|~QjE%7?CVr@C#l*WX1EMRZV{;<U)fngJ zkwr@)J3O8=?J*Pax0HH4y04OhXgleMRHxFf9h=u1mA6REURZ*O22@|ICxujYx<29S z&7KDfWl_Z)J!wv!xXwtx-ErWgyLJLmyYyTo|6HxCPxK3NrFnkXHr`yZ1IOH_ZBxMU z|DL#~=uN<J9Vo9m6+wp+3a8Wst=~Ke9msV*cYMzS^_znop_e6XuID}tUTn*^8})RU zXuF?&U*cwmxKy9h$d!J{hTMenA7V?cgLyJXmz_ab(vV}y$J<b51KcOhI&A5?UbB8I zSNhUHo|K_5e5=sa>eHHDT1IzvZn<LkJWOy~szT5BV!v3y>>YPkGoJ=W$11b81c~mf zj)qiBB&Won)?++LHwcCTtnDNJaoh@NS0O3XtKPa$e5*?KlYPAW)*Pp=<5gPqVY5%Y zq@55J?Sr#@riMD(DkT(E)NC+?k~#Ee^&s}yUU9BC^+~O)Uv@^-1v>(Su^7_-$KIRA z#kjx!<2g7TS+d2Em_sUr4oM;1_Ec)bVW>0*htNqSsYtiIghrdR4w8@>v{7_xlXhCQ zFg0z`HZyIr-u<r0Su``Bx18Vi{rG;q?{|OnIH%h*bI*0ZUf1hdp4anfig4y-QLw$3 zmzyGoSWCWWrWbD$^YI$p*y-MGqv;ui4hvL%Q5&&WWUkhv#mkRq$X*Edcn~dj|LLdD zqT?ryaW76?np$V?_^2ebX+wm{frphz<+Rsa?5nIdrA^dti^-Fz95q_TN}?zIap76F zpLTLqWUaouH7@D5w_O$cofjs2FuAeAKd|6<dwtl>o=n#bi)0Ia7VIHi{;js#EH2#L zu!9<=5%}J$I-!DIe=77}rGGsq)Po1NG*Te18T?a!p_Dk4Jd8ALBtOY!-pXjDgyQ3_ z`+qN%b<dmk>)k#X7gKEos{`RF$;zKjNWoj&02fKELel9|up<kVYvU=cZ)=J2#`ePd zS8X?!Xw*NY<R%0bOgU6BuI=e^%PaPt0#J6)1@}{^mD{;_#LfE+ojvg`!N#vxZVZF> ze9Ff1b?qE9W3&6Yqj|?klx>chKb)Lz@z{8tnb8NQ9hSUu%gAP-o2?t2%66%w3DeQ8 zFh!_v=E-yBCbm&)JI-T?Q)tXee$PQ>q{o3oJhve6{->#|YJ*1ewRP%aKAk(#I!0r| zw0tF72+SD=wvVCB^HbPlqD5Y551+DfX;=#T$s;?|BT)WgU`XfY3ghCC87kQdYWb=` zZ{s7A+6#+$b7|Kh<|8w=5T@a&mBe%L1X<4T&E>%v<x}4lB>Crgd#oQlY~*pr!XO9g z8uH12n#Ie*7U}%H;(5bK^{U@KbYv6cZ#4dB5hbg;L#1*;e5G-FQH4wFrxW7k)KdDp zth%zte4<<42L(<W?c=h_{Y@SVn|!QCFP~QDk>#-9r+G(A*8kdBU8XOXtj?GbnMQrr z^ol-S<N1tzw9LDeX0ac6eoyX9T}k_C^UC!(b<-2=^yjZU@H~V+JL|yH1v`ulbK-Xv zcqYF!F-YAV)$A0tTb`s`Xt(@;`q+??<Zy$u*e9iF3ymvQTIa;=E-=SOL6ujv3Sz>2 z+spAwiL^WF4FI8=6Zz^CQkU3@ovbs~tPS(8-BibNe1E@q>B-BN_UwIRo){STzRLc? zuxVL2IxXZaBzbwecI5m~T|J|#ut8Z{0@R-$iFqIDU;aEvIdK(Zf$Wqfh0cc)4|~lv zv1{BBp#FqJI_}m2VgcY7ObYuQgALKkO@%{b(7-WVwz+lCm%Pp?^1YFAPPW73SvwJ# zy=$G@)mxKzuDKA-=tR0_L>bTNI`px$>>l@F?9$YxA2(b|OHNIQDK?9=3YUTub#oP* z5<Z9{js{WCIOL3j>u_d+Fu%~FYq~un`EpC<bB{uWXX7U9pRixMcFpD);maGbHE`lM zK(IY7bKhf~CRrs%l1F4t)!~UdEGpFvg$hDqY$2ykt!|8-{Ma*Fx4taec_JhyJAY-$ z?%j1ql1>Z)Pr!B;Od<7LDMGFC<!glnQB13~tkb1Ox>eSfwYT4%l44dhaa$`})ya0+ zduq~RFY8Y<=xbPB&P0X@CNZ3$kU429(<}Jc^<}O3GamVrX-~MncjtqqgL8b(WUF4m zpe7aRX&+*|EBzDaUGasb!A&LsnR(H_B_D48v0W#-^T>1n_bX^T{Iy|uiH+H^C?-4k z6aVAGqlAI54#2I5Es~f>Tuy;CuDF)i>QHCvG4;c^$K{M-n}xf&P8sgnIy$ucn(B<( z`|Yn*JyrIf5o@6>n7FM@kIJg*A-`bV4P+KVs$|beYA<OHT9ujc=<&{lRe5>sZBIL7 zuGBRsIo^hP<d0rIM`S*><3-QknjY^|Sg4lwF#3r3kq)+;g}v{aTC)%}6^-caQA%r% z_b#9PY<I)SPV#=+!0wUXyr9~c6-P9tU5NI$Lz6RDe%RmlxS1oDFwHanXXgdGm9$8Q z%4|05N{)-^Ztm2}l~$prA_NqQO=)zfdCAvU(4p9bIyf*^eP8Vy!{D)OXKQ92S$BTd z`d!AHE!$)d7P!zn7%{R1Ivu0k)Atw1?L6@)!zeWF*}RoGWhU%|T$)2G$J%R&+lUNO zM&o=F9nWp)S>C%lOLtuD-f^|})Jnq55>xU5G}Q#Fxv8fqJQqimJ*+3s{63JTeJMsG zJk(J=P<gz^l<(wPTc}H$^v<RfYrNd+plf0G&e0{Ohm?^0g6^Y-EYAD+*^Y6}4~^oK zt>c2<M?C4YD(NC=GaX*_qLcI{IFlF~gnq}1Ip@-kukb5-^LXB*!XrL@TU~yd`m!+M zn1BA(iIJvh=68#`jcIQ_Me3ABPRlyrYk5@_`yLvPYpniV+-$P-O<n>A5Si%2<z_I* zQv^<&l`MJ&K9@D~3=7$yUP~KeU6~RZ-CUmJ<@sUKlcM?r{l~GRBQu?pt|m<yo8h#? zVhPtf8HdSc%gLOG8l-|$8*m2K`E-&0DoH!NZA#XwsnHHi)30uw{^P!6-@I&k(*A4h z*#!<CuqAqnoYiUy?$_CRRYtZ!{b<BZVK}ZKFeQ70&DI;i2@H3hiErWAKMUZiuA1E^ z)AmE<Z_6ILn982nZl29w%e}ZYz85BseCz05DGObPzj;22MXt@tT&R)xL5_Lx(jG?P z1c4!Q)vGJI8}6U-%W`nCY3f|o{Hu?CjY4O5;fI^@H(|=+A0d7bRdhd*OC(;xTJ2dR z+#{J*c32Q7^hX+2=|S`8aaJaoH@h9%71gFg7j}*Y|1!@_Kb@(@zpjC&&Bv|k3k6fD zI8mdvLwKnSgKyaX_YjP9LL;z2unOK{MR}i$iMAFmUtiQ1Uha>cMR{AGo90)6acTjN zMum=lsw+~TeT>d0v_f@~{bD6P3fdHNnIc@5<y4Gk_lyR}r?VV1+ou`pLEfRwS`8<h zz;WQFwUFsP*Fd{!9X6ocpAJF~jtdGv(EjqhM8;F0MintLm`{Qajuu6(kB9Gq#@Mu| zT9l(r!Z%Pof$#vN8-adxs(-J38#I<w<5}u>hDZ&1(*fEAsG7YebEmke!~5bCz&co( z`lHzjH&Cx@2k2~z2CU|Rn{Ro2Ve5T>O*gZ&g<g8|0a-QGk(W>QMV>?oA|o^CJvy8y zK&tJ2n?`PT2@pD?H|#0=cDScK69g2Ixuu&6-hgR|a&<9xtVhiZFek4Xy@mm@%?rBB zU^aITDtmLTK-A<9?+!{)5x38&c(R0HpQk9m8~BdGwRmBPK<%;^8j-^V3<*<ON-<d; zR^vluQ{*pV-L)qHn=m@4i(ZN0#?}my&_l5hzm{(b2J#7u6uO~2dxZcrTipnrjBsh8 z6f2UNSGoO;rY2$R1p+VxO$d02)z4`~C)(>!?)=3wAH!3cZD&Ui_&D1dpv^}S_$oEm zP_{2w9<8>8XA@)HQ-n#o_<}eAt9K#dFZ4UT>pAckXDedeJ!C&(28>)a3GS3<AiX2t z-PI2Z<7iT@g<pmay}mzMPAi&~N@eTi13^Ydi)QCOd>lMkZ>w5;A=*OVjSM}d4ci<5 zc7D#TTJQ}<(}g+~<$#s2CkZYia!5;`3}j+&7PK^D5HAVB(`#u$XG?gBX^mH)h2AcY zr{qH8cuXR0vQZoE7RVUoIqGD1A=uM-7uuXw`8*5%0qmk`bRT`!CxgN>FLP{$lLX`H zyJygN%qM`xxe)I{5sXLh%>i3sb>kvMK!b-ZKJJ2RT3Cw!?ea~W09EaY?!t5MX@+{0 zv}`Kprz}AjIYWa#2^#QqHspt;Tut~YP?Ye^<-oJr>sXG5*xUn1yP77Mxeoqp+#GnY z!E^g$p!Cq?+Z}|dqK7eX8W+)4dnOI{i2Lj`9`wn8*O(^q8fh4Bc99o=0bDah;LdCI zbpG{8c-lNSs}?QMgU=+xgNHYy3HQN+kA(*>fUkJY6RY3FF$M4qFAG0oWl;_HuCkF( zM&_;e3e$yqAWmu~2p6fnCp>W%1eK?g`Qw+`3TIt>o{P(s_xlTf@E23aJi7#%vCt2x zFH2E`4*QvKw0VqHBU#*Xb~Q+SWF&lA03KrH1~)P%n#^OuS1i(%V)>p@S0gZ!JeWzP z1ZzbxSVYz<_=jn5(|0oaWUk`p0l(_|Bf``u&<D3Tejm6+##G^@ax%|8;ZL_X1_iIU zR^%07ftV~S<>gyO63}dY4JKf#iim3IpaQuMUqR)Way9wefluUwD?FTilnZFrh6uM< zQhi|??3a1X%tCNAu$kXZ@dw8`rBCJ=04QqR_N3A~o<$1J8?ljPNDYGqu4^({j>C4k zxvN~<Y$;PEOin)LmP24$lgFa1tKVW>7Zo+h+}W_sSfyhkaifr2!DJDPKZU^lEy-30 zlA1hY7k!E4_fgyx5tyq1m#}2F5uU{tvAo2_U|cA&_fGHD!5W*;YWX)j+a4Mi)=Y$H z+xvYiEOkv%BT+CN&IdK4Is$(@tiYlcL*X)E6l~A36czN{nTN2M#*}h>`((a{gP{me zDjB1YuB0L_*fTzw&`?T5=P1FxQb_?j+PeKNbcDrUu?^o=%&_Gvxx&TUi(2{@^S~1@ z#svI|Lmt+WE-3i0xKHL(4nUA+Bi{WkUECwX$;h_CM;F3<1~7Z^j25y`r~2(ngl!7I zGo<Sp$o(1wqFz)Wb&MrtU`(<+*g+fYATLyXPD_YlkU1Leg1|-4rQRomSrkiBKpMv0 zx(9iMZ7Tyx9@WLv8Z?Ax0wy&?b9D7!J(pkTz(W>U7o&&4s9Lm3<es0b5#Bm2mjJN? zQHmFT0N;nbtpqk6+_A~*CmmdsLuff{dI-ER!E`Y0?7~cx2kQ#9!RQ>J8ZDn9c~bI- zyG2e|WutN#!dq`LZn$V`j&0TuE`o(WsH3pFMe7&~<2O#lpKld-9RY`Y6t>X24dlFU zI1RB~_ZS4O+7cR*C~{KMMNSHwvJ#9SNt!hhO;te}W)jAtEor^*-KT0bB4STN(#QvC z;1tFZz#baHIZ#<=+pEJ}>Y`oY64rOsfOYr@s6Ap?WE|^4h2ODLK1!@sX+~Z`<Iawi zXBCa9f*l5(9wInHBY56xVD}rlLIh=x31>f}RT)aT8j}JsmG?|*aC?}6k_8-h%B|se z3jPSOQD<r3a$N8gS}b{CD$?ayiAlLe8Hd)pY{Op|b$U2M95P#xEMkzNz=uitWAdGD zE_f1I1@v_+GaSddDZ=jxo~MA9_X(G8(GbqokItg94H&1CA?nKD*-8X);Sz2-d=RgJ zU?->;Z$x@$p`Gi{>O`FJE$;c*(<t0<GnqsG=xF!f;GUPj%87@SqpPO^8yilxg;9BE z%^6s`za<3-DX{c;##WZ0BE(C7>|!X2T{MI`=A;`ChQm&-&vw+{6FOl32Nie{*sIIn z1uXEs>n8l?2NKD=8f3pbIMs_-&rb*Gyme!px;vlJdn+*@ne|t0wnN&NVyOh7stB71 zrS<=v>KGD<2Y6ez&3F!#9Y&pmzN=%<gcF<~?CS}!#kt`7X_GPKTFxY4F2n<S6i`jc z1FioJV0pN}@?hi833?X_t0!`Lknlh_P_%{QV5x|3u8u8k_&Z%-CkkXPp#!4?(TbCZ zmPIS>Yl+`&OmJ-}+9JTZuBAg3mjNF6SJ85$7!S(1^1~$qi!?yt9HBv!t^l!ppA3Wu zZ#3rSVD+APNY*AzTkfKxbmn%%poMMK^9$^eE>19>MNmLLUQQAokPIO{)@t<X=Hkzh zJe@3IuR36PJ#c-I!KK?v6o6|W5P+xC`ICUDzs^A)V)kr(P<|C{vJ4_ubw3Vb4W<xo zKpZmAJ}H$n3B!`*;Li=t_sJ*<iRPEF`Wvs%Gr0XKDJit1#ULg&AVM~g4sq`bQ8tl( z!d5&9zLy2>PuzxMh)~Bf7pwP=5ar}}kd-tus&|E95O|8^%#iIl*<%9#A1ON_W}Bd+ zBaa*CYTv=So)Ipg%uNW_faZ?1!_j?*q{Tl(mU7K9(u2;{jf77Q=e}l(LSpZ+Fgm4? zqsAZ$6gu&()-Vou7Hw9DcdH~xUNVK?f~}l`wUjrHuPNjb4nW%9+Z`x*nx#M-CLU-3 zYoSgQ)Cw*Ty8C1vq93O?cEPa2fYQUpeUPU0%0eo!AHvRy=HMxnAsn#`?~_T86)4c4 zOaWDe=L@i|S{qAvt#}pzBJW>M{j%5Ln-uBYIKnfi@(|TG*5RoQaMBWNAS)PLx=~`+ zEAS1Zac04v$xcMGjr~wBlxNT%*~XKhSdorEv4RA}3Nuo_&nQK~XN-aUURO&NPB^4L z0!`VAwPccC>vRZnM}fPTjA=p$EtzY4&hN$2yqF_j#0tcjXtvs=E(#tnshv`>4hjj7 zA$url<JZzH!HN>c(_MUEX40u4X0xYu1opOKaA&y?-f3csAuQPeIXB8XG*gPn`G@;U zCh*L%eLj(U5IU?(t<Y2PB)I3Td;4Tw^~tPt*2fL55I9qtl))wb0B@)kz#0uPK24}o z)o&lzpWh?k5oe+ALLEg8@i2IZZ4|6NJb*I~-cZfAmM-vxKLl9!TqvtO5X+GJvxlCj zekWrEP6oE}$IFJ`R4=2|Y&wsL{an-0TV0H≻Fw1c}muxZTL3;fBO)PD>Iy(WcP^ z-n&rFr;FPlf-l&Q%jrYWVnA9FE>U(kh7R;Y6wXg5BrOr5q@_;=_uW-a7F419tGp0$ zrvuh5`|*^vWX-Kp4Ic~HwQmHBIeJV)n;j$Eg564CV_K6ZVy&yo(5{Pz1=*02!jaG{ zn)BT|g38-{NM9Zv(X=463iBDK49}E4AGR2_%q?lKWw&y*QRp)mb+5&(Y=7*NNohcP zCJ<ityK*s4{6{HdWE0$FF6X4E6hgy8jvTBZaOZ+*C6%|y`4S`qc~}+^5)NdSl<ci) zJ4-__H67|P#-e&mI+SB*>bbRK?!2F=b>#ak_D)bDC}bi9YLW>_GZv3RStEnSAFo9f z&I*FEhC~@u(uc!W;?Dbomcva)PT1un@QK4(z%>_d=8*BRU|w%41|~!yC+Cf9fLdi^ zmb5f4M&x~c!Y8y4gtOIThk?b_E_Mar0kH4~a|S{ho#gy?eOUWD^cifS*4ebi!5@R< zhb1uo?HfqqsENGOShxpc@Wx&Qo`DpT7E4qkI|<^Mw1kD1f@kyjo+3nHM&w77tK$#% zI1}NSiW|PaFye?pEefIyG7rJexIke<Y^h2y?=%u@Eq6}y_s}&}f$phXB)CBp*polO zzE@3wxalb!_qHf+i;#Ae`~&)$q6Pkoe8+2%=!EMrg-=I!5)%A50pJj!#qSpcBkeU* z-Ub`8w2S)g2wV3)oI4TR3|)vnyvJ(rL~;u7d4sLFS&~Pf*{1H@0l2qvSzRG_4olA) z;u40mYUf)?FAaAr9_2}S6+}AuhoHtn;9tYIx3G3NFYUj@M_W{H2Lr2W2yDAnJpJ$R z(Sc~H87!iigo&`bMF-rJQm9{umDOmX3P$|blD`e|+@Gw`at@qNv;MQ=h}}Xvu}X0= zk6Ufa2d*<CaNyouPYJz><QfX@J07O2ZhZQ;%|rb`uOs)0<IWnLN*?uG_Mt10<IOPI zO<2vugO}ZU_$iT=pl)>V+H;@9EvIjWjPZT*o%Ml~eZmyCsc!F($tkm3wJ9|;pg-p{ zy_`9tB%(}UUQ19Atb4{}m1<c#UFxDO*%X&syXxV@QHwUKY;$FqJ+^tgL`OD3FoMHk zM)ibp*4%P+;V3h#%3S9$%-1>G{&e(E`IM`=Ybr+lT%D!#_}c4q>)T-~NY`))k(&#! zs$>t-Cw7y8b0D3{*`@bG(J^9dbgP+K56OePg>Ms38L`KH5&xiGp;}OJRy}2@%_Tx! z-i1l(b-fpm->**Xc_+LcuR$Tq&{J}zq&*Qhm%h3h?!2w`R1XEUo(K9;SB$l)dHMAY z4>D#<+wnuLruxOz5kC%Z%lX4_LtV=5p)Tc6m-6q<<xrP$s7pE2r5x%~4s|Jqx|EBC zx|Cm{MuxhS{||sjhPssRB(OJwhC2;)DTlh0LtV;&P~D*}<xrP$s7pE2rTlV?V5mzu z)TI;y`wn#}M>Y&~DTlh0;zKI`hma&gUCJ+pS_X@D`d`<j6gAzrxss}b<c*;Gp3or( zp|w)_WUPkW>y!C3l2IwcTlS|Y;GpI!U=)UL0&o*oK&g~_lD(ONQFy~;z)gB$fuczy zarljO|BOb>b3h8Ypz>&|33RxNujaeOngWBm$$oMT3|EMlP*s-M;yP%vn#7caB(C2Y zAkhPcSfs&I-;x1uhjim)-ljc(du0H4<dHKp&Gql%r2|n*QlKEG-bw<XqzoPU?I*K0 z93a%)nU*LBSZ>RiPX&y<CVxH(b3Xte+DGxkx;DJ;pZgJ?t2kyCzz+kUoF$=AX&=t_ z2aw)+RQZ3hl?Wm@a8NV+G+G}{;mn6=Nrsxh7b-HKfH)UmQQ`<wvW?{6ipB-B{!SWt z)h#kQlg{3}4|&-qqZ1|#<11k-!0n06!@ba!!07%0@UQwvfU=OOc*utRbhcp;0Am2& z27CijMmKpxGQi`+F}(mrO$NY?;T8RdXqQKb5@7x2giS9Z^DHPZ_&0|D!+`1ZUchM< zsRw-?29&tAEyI>O6M%9wQ$f9pXteG1MVjzbK*OX#4Od_`a~Xinn$SS*Zt3!{vl38Z zQ68U{CvCO@p0@aa3g`(aZ5K`Cq)}i3r3~pBy+Ybh#bQ9KojeEk_@qy!Dt#gR=6zLk z$MD;5iGhp$Ia)Bpm!L;ztbQG$T7OG43S$d5LJ-br%RsX;;KHwL5fVE=Gy*j^c%;rr z+#s)907EN9=RiK^ZVr-#2<P-;@hWLBnN>@L$t-o4%vz}4zmf-z8HS%l=!?nS3|hUC z6W#!j=SQC8Kme~wfkuADA&U*bY5$FFiliX*z8O4yk<vu3ek*(z)p(dB&KL{JVbdNO z>;`clO))xfG62S{23pNRN1i*c8GKp;An~TrZ-9~2Nq`F%E~UUDIxA-MKgM&14;;8i zsf>bqp0^mSLvQISgT-IT3r2T(OB>LP`n=W85x^^s$68I2L|!o-T*dt?I@=T`^+dCp z*~|{y0Pe&q5(dyV<6>~$e!QcUDMQmttlh;{=uEz0=frOZq}HB^0tyU*iNT<y*bSf} zUz<7vU71Y}F@fW{c>u<10z;2f288v%AvjTh2C&aB2Q9xkb=X3~Z7|_0p@|0f8NGLS zmtL^MfPmzzAZCmm9ymqk_8V+OI2(?oz(afd9Z|RlID6nBUCBq<=-ILp;HldBqgC`^ zWViJo!I8e_vFc6@(PXJ+;uVyB6yyIusqgpcVlMg5A<<6wkS}NFm)gk-{OrL}MByCW z^<cIG<hn=^^7~<_6li4I15N-wx>hte3}ik~XWj$A`f~pUCQaaXgUF(lbU#f7T(cF2 z&@@RBMkzkjEy7}pL;A`koca}1;Ma|`z>ODsfRdDf8NhAP=DSjc;xL02n5C8iOm%{t zmu>3NO~Jh<ojVN{_f0<mC@mvc{DV3VVdQ?d?%x9~!Do=_$AI)Dbpm)uO7I|gAcFNl zK+_;EN-#;}o-V>I+|BQk$r6bbOEV~pVv7w=z$msj^jFfr;N7x^>*H81K!e91f)GQ{ z%91At=ZYJ?AIvR2AfJSYEmtWPz7ho+EM0Ky+%nMygY#hIHt>cM2RA@ZJCD@s2Z0l# z73ohEop=1XaF$>X<^LEzOhI8LaUIA25rwl8{+vl1a4|fc%AE-aPuf-iW2P$l`eK0a z6s18K#`Om|B|y_Si`3ss=YfGXdAHa%0S5qe6U1HidcojE4F^oY9+dFY5R`uPH4o6n zIGC8G2w#&0Z|J>XqNm^DqGOH#1l`AXDz43&Vewz%q=Ek-8U_A`OR%-UCq#}u42Wy- zF#v#En|&3gdiyVSf@}ZbaYPLMRDR%S%Wk1-ySA{0#)$y`y@_Wb&%dg{geb(o12j$Y z90|)^AzSf_6-@1uiA6cyU}x$`(%bmXfQ$~V5t54XA<?-+;JGljpPIgU<Yd!t|8Z^L z9|0GXgTDsHW2Z>LZ(1&-g#+b(l@o44>VbQSJzau!f5)<sIW>L5<SioAH`&3Db)Sj^ zKc2D&ZOPPl&2bwsG}t|Guv;3nj$|02V<aqu$cQH2IS!(bAp!z%s-AyAKmfyk6XjtZ zu(pE_Sx~b={^x-}iEH;6+5!rMpyl`Qqq?FIxB7J?pk!fR8sw}6Il<2!6?m{|yl&ol z9Zg)n0u!DR9*{O@0a2JZbq;7K4T4VQttf|hkqS3ifwt9NhhJX9SXwz8acyVdShogG z0ffM?PX5OMZeUW9U`BxzC7z5N-2w;N_lZIj#7K`bka`CE{>TMw*00(=_|!vb733?8 z*7y%-^O_7Qd)t0O9ToTKk8`DPmH@kv*u<e}Dxu>BjmILf$E^gn0b(c{H1Z%dluSH6 zr~BeH%-}D=hT<=X2w(&lz7BAUfW7v94~yc?&*f4ImCe{!No8V`WCea*Ff`1DIQL3N z9$N1oB`Uz+LHh8d#E0iU59`8%`f~D~Y_pw3f;b#wVQ<1FfYtZO;v>1Q`&lm}xnV>U zP-`ea0p&sNQQM6+zp8|Z!IHWT?%W1k4hA>tIZj~nJTwbR6owGz4osK((+MdvhxZut zUfo3CX3Eo9DePSekNT3EKFo!Q7aOD*4r+E^9Yfp*hMu#7jIX%m2TRr=5IyS+r3|si zc&_9sBz$cQ(XqTwW*Hr?bBmlRsP5pO;Sr3*OL0;L2+4Qp1Lx|nC1?#@p1XqlBcw-X z)bIc^({y-B8xK%>I_l4PfGbGM!P+|VsWI_`%{{XJr1lD|dWCd6BMZ;#vtd5)8z$*> zWN||sut_BDGjleYt*OB(7S&eD4ol5FK9doRgp|@(r5J5RAHi#_bJ!dba9yZz%0Hc` z-YqH~XbR*zFG=Ppl0)A81&@KDwIspJMg%uJLG9*(Tg?#ZL(YkYq!#Nc)`MW>oY=VB zXQ~h}LKMjTl41YV-^)0W1;PEL)R!pRp!S6dghH?bq>#=@o{Yi+F<}q_{aHKCe@SiM z3HfvsmnzAY)<0b<&dmc<21<~>%xT<?kAg3<29(RT9q5y(bH{yLjlijjnG`0o#j2Ih zv!o=~k~UU=?|CL13YZPxa4r&X6BU#%OTqo5*!}{X58@N^?+F9ftdx<&jZhn$vttjw zVofmUKf~#8_C7d9DZ}%U*UHlfY~_3u#^IGOUx6Dv<%gEj%VhtUOC%#OtT+pjA~oFG zoFwg{X>Fl^G9N9!?`AJQ38`Oa)UO>4qx*xc#08`h*uU%%?g!g!>VDb@bO6LVXxCG! zu|ySgsYFImBF^L^`I1tk(+sW7!s|8ggSLDyP4zc8Xp*)9nr(2oPiDGsT+Dxui<aa^ zlg2Cu^^C7(fp7mJD%iC5zaW-CEo8;($1!+{({!9q5^M#(eCO06S>dYy4pa*6WPl)e z;|fYhiW-`;3m@GlQ-KLKK`>ExHtJ&~H<#fgh@jSBLMU`(P=vai`6*X#_KQ#c(O?_& z|NkQ`S!v!@lJ5j&y;F+8i_?F`x)}lWuE@}^_us?bQdo8*LkJ}myeSYZcjvl805U{J zFg;3wb?$$pBY?KsC|MDw8M9XisZf_^<7ZMc$%`ed>9{_`pDiWm@|nO?$({utL*CC_ zFEE0WazMpWY8ewQ>R|YK7n1OVaJCXuLX}(TK&%#vNLDe6QSm~sYqmH|niOK0gOERb zsDV3d#d?^zXnp-Y6mGT$I;rBVr+-f1^=vMhJ=`3}Alx!oX-{C=&qd$qVqM{F4+foa zcmZvJkAoI;0g$en3?g^l6AG&k-mX8qmBL*D9z(2^H@Ak;n+K$(QC!&>P<Gvew9XD_ zguGBn%JG?SP^{0C|3$FS{3R#BTRwcfXc7JD<KY{@)Bb2JS)}Zu4=lim`WX_L^SI#< z*`nRR9Q?|u5n&saifS*=Y*v=E{O4}?YG@jL!DmTJc)<CSW{&s+Bt47I^~roEsPAXL zkYtFF#=-i@zE|LP6z&cBp=?)3fPD@ib@xS09*IO*Dm9OYKEswDW)Au2)JCNlI6nw| zw;ofL!dok8HE5}enOw597Y<hTQP%*Jz!uOKewK%&Zh|6)M4QPE6;FdHU+?X;^vML< zig*sUUB-_%31153@Ak=vH9Dm9<!HsW0||)9fe6#qT@b1PI(Msmp?3sgi}0Y7HHmyD z_L>ZoZQelc>1`}5HydQOQU4dWS6dySx0;5hDRZIe_6;Z%rQrZfQ9@H8K{t?}fYb*D zaGD|Q0D>@S*~TBFL<4xPT}1tG71c=s>+V%Y7Kthb({NdChGb$Q1x7)FI)@nRr8w6~ zIIyLvtRnIR;7u9oqW9kc6xC$jA?j#|#l`zifAI85Bzy0{8MA-cyJ{cAIO}U_5bhl2 z2OrpxumdD{=Oj-=a0bNbf0d0JYlyuIAcfv8D3l;e`yVKJ03+lD8H<ktbY`ID+;y`S z<IamkS?OSQJr(e%157G8Ne=h@^~}!`zT@h*;2NO(Q?w5JgW5z)cn(~v;VMZ43rSQd zkwB!hQ^Z!R6eEYjckogF8Ft!F`B?q4Tr~9;aEpUNthCh1b0;)nfHv{Ye1)?0auDFI z9{vYYHjN7O+2bJ>ngqFbbd=Pq_n1w%zCY4Zg6X(lqOxa2z?r#^y9v-SgRR2l)=;?f zf5xAHiRPTBc7YT%OsxpvSrB1Mi&sGr@mvD=>MN++XrvvU)={WAEY%j~qV0qC(NV#F zQ8l}h{%gFn1Wy_iF#Z{>_{UrDH2;JEE&k6BCa{>{l9gkWyb_Y1Q&IRlw0Wyuz;L|I zNB~8GqP?JP;V?u0-z9D#>caK^ke9nj5VVL=M@hKmYQo01ARrAQ(!->BT<JZ%L*U6f zZjgB_Beou42tzRdLoq0=46liQvWKS+fqlLi>?7*FjX2lObaoQ2LwOq<{$M(jxcJE# z_MvhP+WiR$p{S)J-0`BQ{fXeV8=Uv4U$0?8VN;0=nWt_P{=&_B9CQG^dmsoUqr0e5 zs+f{04k-W>6B8^TODSI-K-ji+C@4_yo%dtxql+=PU;eKWMa_TA=4Amg2WO(;zUv_L z3Vll9>i8k8Gs!&Dp3=c)ANulW_Hw}doF(wK*sFmqi$13b-i#^=bfusJ0XZe!&-1g> z=Qjeu>2|?6F9<LmQF|sBbwYwDnSFd_AQbO3HGUB^9AkZf`1$yC6^9eH;?*~4=uP)w zqA(ZX0grIq%1#1T1=5Rhci_GEmO`V}Ps=Y3ZK>Msx?L2Ai&*E>&ZG4=Qu}1ixE&Rt z%Oo+F(g<0*b@;g9a`Y@TMP2kD5zf{muu9<MphzUl(y*^0bXuaYaG|K%+c|C=96|Yz zN0Ys!aM(&14Or*JEiR?E_ZF5wwgT)wuY3CuwnZbk=8mY2As!ba;$-6bgJ|tJ0^?tz zi2m??W}l4qO1#F+y%-(X;gIagk(v|5$%turRE~B!ZW8bc>G{b3vg0y8yFM9#cVMJ2 znfnt1;Vxv;_$NE9TA~M+cpUv3M1Pz$B+B!RqCA5-51|Ve37-0oa<PNmkaX0S(outg zt2i><1s<JbK$>h~)FE8Legd#ppMiE8H2X+}z@F`awvPgjy`xmhwGw9s(K$)&{zML0 zmr=+aUj#1XvEUBiVg_4)YhdaFc{d88L=#sX`9g<BvhYa|*VrM5mqsOCK@^lxdly4p z5K`fw>39RyJ7MrHIY09+w&rzF|0PaYV(`Ec@?mkf{9qWxk8OcM!yl-hAOF(>2YUH1 ziE1%M3x#Ya1>(lZSl4}m(HW>gM&M8xXkIKg_x3Zd@FtB*boO=hEFdKzG@OWZb=ExK zElWAd356bn6-T2_<^X6TDfh_`_2g*b2W4)1&i%$8ZU-)>TvPaNEqZYZG8H*OzYs*e zats?&s6xA_yXt;(;eEY`dmrKq6hgy7eF73=bxrT6KMpl%i<tbnWLTGqG%#nh21nI4 zm3A2&hV7$_b6v%GYrE>=L#-J*@WOP`iuA)8wO5yQm_AE-^mc5q=5)$qGoz6)!n|ka zFQ|M60)&K=Rf26CfBx@oxt60@0j>L4gqJI9+_SD)8j+_s)3z~N%M>rGoe^wT%#u4) z8C{wa8#RrTe^G1n^zY|anV#0G{=){thq{UXzp0}KRXZK(CjMh`^Pz5H?>ET-4RsTT zx{2bj<)LokP&e^!$%>(FA_x(S;&Jh+iDbKWsGB%IQ%O3ef2f=IujH8iFJL}~x`_i; z?KeP^{?~OAE!XjhZfW#btF{Xaf-EPoF40|ggTn*P_Y5}r!(lf?&bergTb=RsPfI;r zrWns>R|E#>q#Ze$xjkgjTjh)0pXLs~&e3K%q+;Lcj+ITP4YTBU)|n)R8SL}T)LT;0 z-I7*N73}yS(%#;#CCsx(!8Gl(4sE(H5v^}Pe?$2?WA*!FwrET#7Y#SIB?Fj3oezn0 z#mmD8?~HT8X}zmMiKO^Y#Xr^{8cHMqY5Q+f$r?%|hZ4!ZrLrVbq9Iu75G-{FmMR** zjfFOq<`67(2$nhoOXc^;2vuWg2}7_{Xe_5y4#86Y9EknOjLZMJL{bDz9fGAsjt+uB zjsF|eUW0<+48c-kS!5jRLWSS4znz0_2$pJuXZ>+tnG9w?aR`<=1WT1wKwrl)!*Q&e zBK)o(WeAo!1WRR*gdU28__cgf3SiH|B86@!&t4$_%~m%8J|f}L!V6NkP(VZ-<jW;T z5!>rf?)=3w9|MMZww)aTcp_~L&}I=Ldq0s&BwoT=?O7z;Bl$BAl0VY0N>3F=g|jlr zyxHwTuvD3H93H|=OH+R|Tj2)kH3Uo5ch8{lm@v9nd?9`amiiaz_~2#*hG40G)3gtM zp5=cjEOo97Ed;ZnbC;7V2zbG8(>|G!(V6jGHq!8>H|4_*-u9FMW*eD7j@1LHUtAs9 zo2Makj^GmHhd8{%IJ|t3Cy|24$P9Xq4kxNlX8mp;Et8mM(I16AYXmM{e9sW$9Dc^- z582mmVVpC9L}pE&3=mqc5|K{`XFvOs2}a^-x9&!m4{Shq-Gl;t-&(4`Lo`2D;bw}! zv}es=ChK9|-V5;J-ZNo{%o5w={yq9y#N`Xr+J%y%^<8wq#BI1~EhrK^*FXVML|%fX z!l=W7FXUxtcO?hvH3?kprwEU)A$-0BHt&ygxL@HTi81?sO57Y{NMNrngPUeS$YoNk z59H;99(fJnT>fEfaAR=c?pS?DKAI{ooU7xD8~z?HfZ>!PV%cHv91nmvdX-3H<8f9R z#+zLP5gK5~Vg37cajftxf?S`>$IFH~%EC?sFyVZBO%~d|lgR%ef-9O-geY)ezVSK9 z7lSK0*!?xhvcmaq+PPzHIRv&f`7b?j36u+PYrwF?S2;w}fw$f#j4E^^^Xx;p6oF4X z+L8|8#3m^gui6gW{o@gQbHG;k%6Oj)^aLKZv^_|f5AV@WE<Py@VQ>DmPv#}I97td! zi9n^QZkz}?1yhPjSSk_TPnQaVg7twE&L`k<l^omj2ki`L>@rH`coUH3m0#ex%c3cb zFwLp)TAF5wxY<AlN6g+JgCj=Kb1)yR_sj)a{a=<)xr-b$m|OK=kai$H2Z1TZuM<8P zqM4*VnZ_!ZKD8|Y(UoAB(6B?+HDh9Y8xjmL>RnY5>NBK9qF{P0KvInA2>kJLV1>3A z>Y(_hykh*l;F>)_aGgsMzTn1om%*|hM6U7dZ$9Uh&RN1<b)a1Jz<~p%e?k{HGV0kl zuq?d`wFbWL=|TN+C>#w$5Jpa?^Cv~4U3CunuspK$3Cv&MX4Yj8xvKl|6)4XX9w0cN zRM#(M4?pwH4wN?{!{*60INv9uC?uL+#_DgpLeJp#t5)Kp=Jm<UWs0bAEvI5UyJs|G z3DpcB1{BjdkmRuZ_sXvh>O2HynBrG|aThFqI!Ty26|^rDP|a^(VHF+-_dx4Ia<Ej; zLejAX4@DQifN2p?Tog%~U{v`H@kasl%i;#UjR~$TMO$DF`5JhJ><k*H=!o1YMbhvv zwkyGn2C+E&1vn!Azq_f@m}chYVD+APNY*CJzm<XqiBd`8tOMRN8t|UYvA3rRC{HM$ zS@aSpV1R-~y$M8<GLYU8aL4M0rCrlqE;=ZQyl#zxSqv+I$04-*9ljN@Q6KCqIGdvk zl1<1%tn1Ru#F=Qe+NCZE9xzFA0H4B9Ckw*Up`_s4-$0^>GqsApAQHDG^5Gd(Ly;kW zEO5xs`5xckm>d66<|+N}aLl^7gCY+flzh||Jal9JbK{1Nmeb;d1@!WQI+T96PsWqX z`-Kwm5{BT5U|bXJx^ZE$sYRBlRAmRUbQy>^5t++3|B$4K_KBt#C9s%pWZ%Y_Zjb>c z8ySgoqn~(7iV#nwJ;raGia*~fptuk5c1iMf4N4L*{4a&5pNDwnWL7_?eLK&bi1g(r z$RJcxAd&*rKW~fjKbWf}uAT@}Mqjh3!V{Dx<!ojlzFrFj4$isM!A#S`guOn56|X4} zrPIiF)}2G@PX$A$OfR#NGEFZ<u8$Uoh%2N?j?qt}2!g8#AT)@7m}V;oxnc|ViocT> zo&To<&E+cc+@Gw`at=&7s~u4WZgP3PYyj>DnskH9GfdOzY?A|6jXNlB0t<)AGE*Fm z{bsfPGR2@o=9DJjTu(5e0{T-O*1JGWcz&y(5YoVRlB7DHspJPHch8>w6(r2ig#h|b zlDQ=0D<XZC!Qu&t6wc7vmuNPTh+`T;odQ7?sF`8ikPS57k!J6HwKWMowVqP)UnJtA zY6)D`pV1m}2r#{He#(NdK0|{)DF&EmZ2G+_90xx_Oqa`nxMZ(mIUZsI+I}xg^dJxP zBG*I$VlIs6j<Ppr2^^8Ga49+Q|Dd1f1!OS}xoAt8ApIOhcYstmpkA6jiMY{3nqmXZ zEz!GMdH`c@*blV%52g`8xHNz>j{p^l0cnVY`ubbRsVE69ncZloO`lA=_9uHZzX0|z z;Z_&@>l`rtJR3>1)lM~hEECKc!J-H~CZf%b5lRRwlmmzQWRBpQbSSuyYZU%LP{C_~ zML&pon?=Z<w9TQ<hxAszQEzonry%s{n*S;bD^(Av0)MFrJV*q}Zr52NPP200H1pAU zS_ra4`XEd6>t_)pg-#GgVi5Re(Po8sDVJs{!O6ys6rKoZ8qd<i*Du9dTG4rg1ph%+ z*IZmDz+teFP)6phr<i}Cuqsi{)ECoE)fcOGivRnzJ{he@VIJDP7K%I<fh@*WnDH&% z*a5_XK8x;r`mgZDGr>1Yuv|mxD^AWlNPVcuUvSJ_{7;S-oVs6%m4Z83n(VQTcr;T( zIA6c02CY7Xo<(?@*Lu#4*>_K>VgpUOx<h}1Ow=U%mLGK~vV5neO95LR9R9IVq}vWZ zgT_C!>ClCpqoMLQ&rLs_ImFBLB>+M?IjTgU@b*vLryKS|>~Y@+(-C#fuA#t5Ess{) z0wr~f^&gbf;ul{KCt&q1MEr$*r*}Qa3eGo03<x#-h=VFf3gf~rLxo-69|cX@S*cXE zUOs3pbhKzn79>wWLry~LIFBkJcqUnkypn|*x66ZmV4sZbm_*!Uqc+@apUm&_Vl~Qt z403Pr`Aam_HxW)*wTbS+bMR?~dX*r!Fu1JZUTp_gO_R)A2Y)sWx*9&gbNgiA$nWx% zqP6}RH1$BNC+7v^Sgx69xhHnbp3c8M2~V5nW(8Rv;IqWrlYgY}K)Jn(V+#DFye#~T zl|}X65rS9P7gTcZ313y;gVqFaotC92id5Ue(dIE)l9EMsHAsCVWK84$JjBXvAH@67 zWRdW8SCOt1*6YtIYU0#s{KK@rc*4&!DFWXg5vE1~w9f?N_u)hh##G^@a_H|R^jip8 zSCX=QmXQQBTVI0-QA-g~Egj>k?!#A5d8UJ<Q-!{q{uBsu8X)g<+mlM~cor!<Z^V`& zJtA(lewna=CMSz`=`_jQ*-wDBtaMByZWIDS@f0XY3}_eWOY|i_ezipxgK-o3WO}D} z>tKydXtn$so~>l3LP}pvxJ;tqBq`JG1tJALnoIj+645zIu&-27po?zn_Pfv#7JtPy zd|NTYmain@XT7}$^ob<8axo_0Y#j2imUKbEhs8sRsvPZaP*fe{Q3x27W2`@G!Cpt8 zLv%C~cIpOlUcb~#Cp5dh)U?;??>#duQBb#Z$9mMvpuqB~5!-c-LEx$_p)rXfCpBH< zq`)aFAzi)<vY3zv3B;zw#4Uh0k}MCxEZP88mlvu&r-`uY17!^lLi=paSOTw4MngE~ zXHayoSBJaQMZ3a_QK-^$wP=^fJwI6^ymeYqwAG;y5(S4zS&9n!?#x5D<uRqwx^zou z+}W}61C@V`;8rAXB?8H-F)8CkFcE7JOvFIR0**W7)^JcBdIUW*=-|n5Me;{1d0{Hj z<yrYz{b=Ad$~d&%WgGs&sMEtaP;^+5yL%8n3JAClvbgp<1-!gZxO|I-aJGJQ7L{$l zIHe3+yBSi-nc)&GqHu|pr{rty1J!3S-iY+hLOa)?)rmOcTio-rr+;egINJR;xaTFX za^eA}q^qZbmS2FAZDEw8E|I7qJ(!Ho^9u;iy8nVeBAHhsRugvW?tDt`t;84sxW96< z9n!uOOC<<ZXKk2FT3q7Vz*>oKEo72$h!Pq4c$ljKd1JYBRfqmYnW$Md_#g68w+g~! zy_GH0xIURQjdzJPYMI$7GYjkT2^nE?Sjg2l;gkX#FElP1d46qW(aMi^6LuYVT2hne zvtjPe+G``LQ%}nlbxR{mp`ocO-IfbToK$A{tCVq^CYqVG<wDMG7SWu!k;X7zxN1SM zg}Jtuk#%Dt(Pz|e@lO+%+;%-{s`~Q5TFOWvtgo5~0@H*~sU-It+Jqb_JlFnVJg4Kn zh4VwTjH}=%_pR5R#<;vrrM#n0=52{Z;fQIc!t(+rb^JVHct?<W6P0r^Krk^1_c3LH z*B<wQ0{(t7nqH07_>;SQD5vS1<6Quuxha3^9xV*5Z6`AgX*>h{m$rhHCq#8w2odFv z!b0DU78&XdM{BFzf-|0dT8|(_7M7*fa|D`~d$F-l(Xe{Hh80W}KGvID!7-`J)Kd<V zpJ3s-v8b$IQ{%<@^^9$LMM_UjI~3HC?-H238XOgpa87uQHa_EpD5y|x)yavU|L(bF zq>B2MyP-iRA`-5))Vq>Lm`3Z%dTyUxccR-Y>2ULlnfDJhJ%&J1FqH~1U~Px+QW?gx ze<q3np#gHX07N++lV6c5X)p2l98>;Y*Lkcd!TV~hoi#M#C?1s-taU%7JUx0Pce%`k z{W@K<vCW7S6Hv<{wz;!kZ!~zC=45cU{6#657<$hAURh*@%fqHAevzY>1rgtWtc>Ma zu(7WnhHNXr6kl8p!krNuP9a};r?XM5c3U~qHsiz{H?7!bC&v;P$NhDq<f`7QZ`yuj zRORToYQkHV(1aL~2VW@!P1SarhNoK&V<H&@&RqFa<LNse#U`7-*EHos+{x4(NsF1W zPTAtO{kw>7Jk@vH;V53!Qps<tZ*x3(w8Q$thvRaStrzJ<Z_i{WO(4a_a}!=fqw3W> zzGPS^4Zxya*(Y;|$eEudm?WD)jg6!TR^CKYH{jn}lIa}v?Fmof5;?Rxy1scmM;~l_ zuxQDy8>eNDTGwHmS>(13zMShAcvu-x=oK^}F%21`7vU1IEG&qg5xS_ldW6x<2JPyx zRZcPX#dhHfq78LtQ0~_Ig)~>}-d%N49Uxu@;;fCX9_4vow%-!vWVQcPOxu2R8Reav zB)&PNrccKG8JapDYgQo)!<cOlDGR*GaPG!BwI%ZvIJWrcRSfwn@NL>IG4B?pInA8M zQerxL)-je{PdKW-RC~7C#K4|w4SvJJoaA)O;^*(&oM~cUdCss+J-Icel<xD?-bS(1 zKG6ESc|%O_lOs7*$!hx>TPallnS`e#5mxoe3RdOfqaYMEn9G6v;cg4@a=oXZ@E@#F zuaVJ)?&CK)&bj?eE$Wbld-6dY{OV!B^0`|t`!+@1HpVVLF{UPz0*+Bk+*`d=%JL?? zrZdfmoVoBs>*|o!t9xoS&eIdgsn~>1-kh?6hSsI%rOIE}57ljtMbFy)RPEq`o7A2Q zE+LC`wlb6!G!_{iZcA3dNWYy3A(=#2PR~pml~B{_lYH`b|B7y^Sp68<d?au{(XNIf zZNOcShfRyBCva4)1e5FVQOV509z~}785~-}sjJ=O4pwGf2(A3k97M@ns5-A^;VHXM z(-iBJ=jXVcC*8!0sLbsYj;j16#EMAZIIRXlUKWgbj$zClQ8xPz*|Nx+T+{+v8-BU^ zi^XrTi)F^um()d$vR5&<8{HO+8J*k^-IEyT{DX<^Vw15e`IDn<Y+Ebi6ET0vWNEV5 z91#$7gu3trVAqIe!U!CHTNb6KjH6%cUP4=Xx477x;~P;GeEQNcrMvty$w#^iRvc02 zEtmSxTkBTDwb(D3eXRaYu-E;&DL-}_hr6Ghw>><K<NV9zD?Zn+F2$E0JA}LxfU}hn zoI)6Qmh4uJJ<(2==geK?&Kk~8Ya=t$H@vCA%RA$D8!^TOjv3WxW^zB^5K~)o?#w%$ zLVIcZ!IJ8s^>MFe(9sALmDaikhoT!QVsn{{3$A+lTeW^=2p@(99jbiW?#&H{AjY*{ z{ly)xq4GA^h}2&uz{NE}8v2{<CD2scvfF_nn+~|n+KchG3WeVFpOS1dW-K{K$c;Ng z9v55Fw*S{tKWOplq@E{U>a?{n#@9DaG=3F!e<>WW70IrxO0(9!SkS5EziDa2j^?<c z!|cjta)U!dhqx%BL>GfR64s9+YKy+xR!4Qm6{`eF!uXU4oY1bS{O$20-s;V1cKW`0 zh1q$HCpB&FA3qLDHa;c$kKF6x?vF;NANlzOEV-{96-A>sp2UX*Y@rdxv-~X-FGoxc z4Gr#Hc086}2<HEKtZ30Bm|Td<!D~mn=LGV{I`dzGwXm9-$Vjcwy?DXf-{bOEGOqhB z==4uXJT7<H-uJ=|WVLl6T5}m?no>AwS*er?MF?QXQ_v&WIX9)!Ijrc0oSoK$Npbg7 z4w`)^-LX2_Zd}p!(@1MjL%5kw&Eb;j0PV!f@uh9KFK8!S-nGy+#@2n(`h`6ImdeSM z<Y4Q{a`ubDVqU*b6ECRzE0?wy7ahE*v`Sjm%=sLe=-_3x2cN37_E-Q#dpLL}7|%*c zwDZi@8R5S}r|bJGXXEF)B7tdJ4RXdmu~8Mad-4P^O6xYpn<(c*{*Vy9{QaFu%Z?rX z0R>rY@c@Dn2Q%17hBP!dEi3hV-U~fNp}@#6ICx&!4DZR{Y;&nyiB9GmbrEc^WlcA- z)~UNVeUEzJdj9IQ4@VVFH&&W%=C5R_QsQ&<<1dD73(cx_#Iwg~hnpqH%iYh+DQ(vN z?Y+;57n6z$_w`g_lCrZUh?H=qhRj(+>puV;;6BpL(Q{PM0XQio*yTaO%^)>60Bfq; zjka9qv6zvZuuQZ3P|T4rQ6`j$wM|<M=Pf^6X;d4qqiBWm2Y<6_4UY>t&kXK;^tG*{ ztPd8*mk<UarApvy!KT=O)ZEaUE)3NjR{I{s<usT}3h?w)v+eP15m}k1X3aVKTkIvv zW!vnp<-9z*a)Kp5)<<f>%I%LiRNc}o^_WO{M}N#=wG)etGhe7_0x?IfZi8*~`?I&J zf2-Y2d81hOvS0$k(80#MO3m$h55>IARx_C}D)-|2HEQVI(&%Vm(2j&&_T#s3Kf~b+ z%y!h^6Cil)3Mv4Ibe=qCHeE1zA3lo3+}E=aV+LeWt7tWJcP#^5YnP+f6|*wh=8rO) zk{G}Jn!3gCIR9Ve`Kl?;q<OdP8J!m_XJwj<UE0`MoOIHWwB9aah2K-#QKRk#olQEN zZ<}=7Djhu68Vb}pJjgw2yFq8R62==?YWNRX{3CcK`aO0SQ*w@CU=SokrYG6-UWoZA zHl-9-K4iCH=|$fAH1(x56SwcId!s1)S=udFQfKUlAbY5+IJ(v1TItgA^!LkLT!(Fp zAE$I>er9H8$=kcs%!)gO?jWm*!D#G7wAG$T!#(2q<5%Gw)Q0|!mO*9i>W~*4c!T^- zyr3O6DUn5VSEFX^=#!Zcmk{fvvnOHVGe2V7i1{x=SaIde?oy8&oxAb#pKgA()}ZpN zN&d=}t*!5=zK`tu6-yom`i7V_##AO9{!|qe;n)~M3BbgGP~z20OarS)!V<C8d8|S( z;8+`coLeRR2Z0ICrtv}L*@M)H$CA$-nXz!~)C#-f?eE?d?!KFnAq;|4CW^q^Oc;w7 zgvl`5F<4wvIn%7rJvGtuD|?FS7%A6$)-2hTL7P7B>FfQ!u9@Kxt{H7;G2`^zJ0X6b zcJJOzwvKx5`ey$x*7{c+<a{oh+C^AdS=qF<S=p-Q5yS#-Q*fg405ef3!CF!Hs3PkX zEE;E_+UKRkqV{Zj#0*HY6)i1~?o9$~tD`-N2rMm^9SVs_JFY#bo)kA_3z5H;@(-3{ z(u)`J9QTymKnK2c<)@yMo)>LR`+VO)<m2Jp_KcwRI8iH<W<#?k=QMqk9R!S~yRdB@ z7;7i	ukSJ;zwE)Q-W)kG;&z<-<Q5PAJ;}b0G>{?mjMI1=}~3Zg^#+IbNpS*bUC? z)bXed`YydDplvFHHo?_W_()H|`EXiGD$&Nq>7iglQCr>heJ;PJX<3DQSGC=1)v)kc zw6)Y94*b$ECt{JgYLV@RCokyPKQj~+KG}znw*Gu%abvPUT>Q!8U9OdgooEyYW*=Y_ zC>Tb86wr^CllbTGnGIll=uzD9bNwE?U1B)Y^ES9y;raB0j#g4F##zwop{EI@v;?)Z zU}RLab7Y1?DnlI-GP8<or8m_cA%<3!>#lDZ=Tfa6a3N}I#QD5m>is`1jVVe_$!Xio zRS$JF-xzOkz^rx(*ZOX2@RNl0><X7;W$?!^@AMo#%>|W5TTLK)F20(7DphLCfq`eM ziKU9}h!xNi#Y8+)CcC|(%DHa1`;KGwVRUYrGGkeQ?v~dYF-qY}3RchBWwPpr@H5t1 zZ)HpfHJBS?@Clr9d*wJJ+zcCMIQe!xw;5bAqt(}{E#4LChvHPz-9#y=xB^@IA7z79 zV@xJLbsxPv&L=4ONVaWh#mq>B;`^kFEW5KdPgl-~`B0^D{1ntECE8|p@lr64HF+Y| zy1ESQx_Fo?i;segWuy+Qt|J0X;l<~}Yfuk_xrJ~xXxZaER>u>Q4urFe3_P7jlPy+U z-1zi$&J*e_g^x&Fq(A}O^f?BxqBskm@dl~6-6u0#L!(2W@Stj!nYn;eG}EB*<nryx z+ow)jkhgmHGcBFwGz){RhoVj%=qUQ|*7{U*qvdy#C}XyrGr=>}&CU7CqHQ`F_GKb9 z@5$ULZt8&F{5%Rz0;&NhMx@F?cL9RB8Y_2P#aytjKd9T&t)4$GuB!~6(|o+KX7+B` zc_}qVs$MvF1z$MTE%m`C>l8$<s5bHlT|Q40f?nFiRof2M)_86|$V{23FuQI}M7S~H zwOf(M{I?f5BCkYkjlP@?r$fBlp^C@{<_ABd=xYzvIEHE*QfeIFQp9t?q7G>;g*yZG zeM)~~c98&inLI-_gDA?&F5gNO(wYt@1wdZ*<D|T}&~1x~YmOY)vdTcAG|m6x*6diF z0)yq--Y)Y!VPqYT`WKjJ+_H>u@iz>aZW?vG$VSDv<F~fX$NUaSfivE2sap+G#%k^% z@g1#KSqLsSI>vQ1$B9o8{9G2dyiewdZYar^bMCJ3aPIMI>a}IAGaf#azx6#uKI%<+ zla|U3L-mT>9Yy9@$!i#^<TzKnLJqCT=I>0NQxzXkq1pT4-xqq*G|$a14$pY%QsU!j zVwT{;*<Tt**><&gdvqGdW7}oFAg@cyaGfp#>?OZ=5M31-411nEfTo%tHNhC@neL&< za0m=}!DQK*yH_9X-1R=XJ@B4jYti1Y@5;-^-SUoEvgBdp#|;GLHiR<|sxnRtt5&VL zj^P489-loem|W&~nZI(wlj5Zvo@Se43wH3{znj1Cm5IVm;jsHXe&96a59K{O^`gVk z`lNA3{PT{zFZ{{f>J{u1+o;MiCoDET+M1qI&R&6VB(*fTXJGA^!{=N<Q}y)5xV<jN zCvsx>j)LjT#`|hlZ5M4#-^mG$SfjqStmna#k=Cb=`#c=hC-Yl*xwNc@dZ|h7`8v-K z#Y6cOk;i&I#dw8Hj@%kBwszLi;w>cOUD3TJc^nk~VKD$F0$8K*j24<ur-}r?1%N@M z{@5oYihpa$+emd31y_=&mdtT7PGQDpOmV8jGHe$8aQ7PB{ON`RA>SEBDV-QDy^>s9 z_n;(-H6qf)(8x#eZV>0>-9nAibIWd}dtcc3H04Cl(qc~X(m=?{#MM(pW4M=)I7)xL z&==~3wS6*IDrH6W!p^kg_&jEPC&!Zx^};gytTD^dNJ}pDoW8JgQrNN}>B)fp<gy6T zsDQZ!E4LU_L|UB+4UT0WA2%`F?7HR>hszeFRV3rx=8nf=o|nF5_YOuGw7j8LFqPEP zE4-k$oP*XzW2uEz=Cy=NbmQlx=39&>F-!vNY|<m{t>rHo_r7ZSw3fK?chp$&=VQAT zt0;asb4ED?L85beK}V~uLWH?xrG+c0XyPVSBOU*`{o2#UJp4iV@#F)J_l?dynq1=R z6KWI{6$O=KTF{sWR}Zpc_G~phylC>n*4DNcp%2^YE8Y!8K{v($mxI{kkC0<CgdC@8 zP<MKN$WibZwK|w!b|4f&j_WQtbo1nq8=hvTMG<alHDSyR*ylQBO;+nwv{vIXBC1o4 zJM80J#%@@kMS(iy#JGjFhogSl@l^KE{Fj6t<H^=rEykJ!`!x2jjwii%<`myyyK>|S zEh@qE!ENsLQR)?yf-1{0%)i}@S}qACc`B`5+K37!P(*bFe5_lkn+}VViB?UjCAuH0 z>KJXY#_Cj*U}I5@=b^FP$>(<*dO7F8<E)!Ye^a=>tyWMl(Z^)V1>Zy39mh!J4R#Dg ztq1lqx9e<(pH|SOTGV?Y?qSMt#75e9{l5sRix5!=%OFBf?T%|6B#2__!ckS6$aLRA zhC0+*%y(re{aiK5B1f(AJB43OoGTC3RF>Rhuom6%vt4_ebm(wdWjyVg{R_p?N6y<# z7VV%JB&)XimVOKiJ4r~8GQpp6OIoT+{tmY6w-wzS?Dm@-a}JPS;bUq5o}N4=DZ#t= zRo8>ETG#dSGINae*9W6YC+5&=+-~9ni2yoU>X8Z>F83I`RVtI-+FT<)t_4zgQ}oPr zr=FQ|MbR{yMSAMZqvlLf2{B|n3BGc1$A}5<JlinI_73UHl|yy&;{`>KB;GkSWt2`$ zvzh?jxM=UGu^U{WkT0eGMUi&y796|g3cv=xSiw|iGoT!Am>Q>!B)yGiIbA@lsTHK2 z2ym>iuJdgxs6Bp6LdLAyuERKIld_q_%fELM9|gu!Wq&+RKj1BR!I*Zu{Z+?8R%j&Q z;G4fR=Ks{1|Jr{oRrovbZ2V`=`?|tmu8y2}tm}kft{XY_su5Gp#C+0IRLsASfAQ92 z(+}_7R|s#vkMLY)Ydv?Ku8EKN#x=@EsW!Jy>qhmg5(czk`!y~Eq>OvcYM^@x)-g0D zAGTCwMPAnUy{Mx5>R#MIE2Cw^ZxPSe)qCpv;;m%5G5N;XtYWf3QH1@Rr2WZD5*iL% zFp&MRkm$fI^_=^id~3coe&!8I_wSRDLt>ZGd9rKzWZX!C`6vG6Ki-1Gb*J;Xbj5(n zj$0bbjUENH*ROwOyJ+d6cQXnmzmW}b-qzzlO{XX5dtrwHyQhyj)+aMXpu@y2w#7vx z%r<w4OKv;fXb_mvylX1y(rTr1qpj}Ih<IKx`f-M=kV|IL(k{z$7Rm|~Na@tal=E0k zqU91!Tdg_u{09}zyARV}2*ZA5Dm;j|ey)i)Ds0tGLi~%$U?-VnTYO^HSY(ouONKQd zFy3ah9M^E&#?fRAH!Ask!A;H{*371ipsR6ZnL)g1t}7ol&z`J&VUKF0(z7GWGScrW zG=r{2kgag|%|01S9arGq2cK99RiB#M<j2|>9p?y&2)M~ARr*@yR4;sqvs3B{_jHdG zrRIPoD=bDeBt7#rP2P29W!VJ9EJgiCi+`<WV4Lp^&qaUlsA#mUJlV5`6T#PZK8~jw zU@S<(^R3boRz#FOc7E9S;>q>*s*dCv58}>vDAm|oQV!j2E-QO%9)EsBmg4={6AHdx zrCyJ4=HCtFA9Y63X3i4c#zo1ZV{BLZC}a{5k6$-dGQ#Y4Q3pzBdezF0?$M)3Hx zEj<TKXX|_4IRIWSQ6Ki^ufluCAzGC>KI#RtuIH*S##Le5<vQYoit1d4o|D5523>ey zk#jvUZ8(09D3_%w`~S7~rQuNiZ{PZrJ;uJqlwG#U_6wOdBx%w@B_=zGsUI>j%_aL1 z6GDioY%L^vmW;6$A(S;{5tU44TBfUJ>G^g)Z~FgVJkN38|F`#x4o5j=y1vVKo}cq` ze$Mk6oNKu)wjv}tLH=`NmXY<S)pw}XC04_67^*#IrFQFQN-v}gXPbuAq(9hKjmvO* zeK#@rUF5}u@<W%Eu4Pjc+qs8AP)e5MxK6_ffe6pFn9^xvbL@E;oIlrH_c8aBjm)aw z<GeA`a(|Egj%TfHN-rk-cnF^OC@|4<h_d&WQ1EYtrI$2g&B=v{42%NKyhl?g<76^6 zgDPP$x(?Si$bZ*zU@WrOxp1k`Kj-|5XS=nG8w2tJg!pIvyj$B?Rp8-M$mfX~gbDK% zE4dE>6Zj$>l9~%~IlsU8OGxxA^F^-tmGOGhTDiELB1)rf-c=D1VF6*fOH17j8xMG& z3b^nfUBpEWCnOz#$@(P(+zXg((-PE6gbm57a}Nchopvp((NzjNn$b6vfVU3NPpPhI zW50e>Vp5L@^^WRASUxQupH~UvRb`f#6de`$b{jE`{?i)2Ac#=IE%4QyhCEgHYQ>6` z(h>YNm>9uub({_L9lo-$Q)4nRTSB(`aqh9KGcD@AKCjZho#UbSjo`Wh&wGp*M`}j( zyAZRGO)UfDcxb%^IyE~)Q-nR50tHARdI@Sx_1SKALz#}B|6bmz8}`6YS@^k8NtdAz zzxB`Uvfww6g9^zZYcryZg4KEY99K#Yj3ohX*pehYy;9)b$7m?x40=Wuz9#rS7#G<b zakcNVS#pQN9hlrx1ZCK5f4B##T*-Iy`Y^>AQM0|Nvzz@aG0NS2BjQf&C>Ayw;3=vv zPOa+dQ?N5sju+RJnAvFs7kwHulMCqtmD$AfUqXi(nz&orrbCjl&9H$vpB2(~s{71R znm<X$A@5u&GA#)URct@G`_RP)Ia@Z-{Km`wTtEhjmI^f^)5+)75;|=sIt>J`?G0h# zB3c;t`YT!P0|5o^3!puPx<8BEkTe=nH>|k&JZEQNfcxk|X7c;tE4#QZJX`oR+k-aw zkcOT4$Vny9Ju=L6T5PacVI3wx)lcKg-+#W>*dd~dfA*R&geZ9NW~bY374m=INdDac zLBIeS;dj6d8T=k_B^(HkaqW4)kmKXMcz&=s%j_WW09&&mnnm6_rhJ6$+E4v@AoJQ^ zyG@$Cj1yhH(}f;sxDv`<ir#?#Q;+;^u^Y+qB*Df~Q_P)rk*d54_2b61P{?|k7iP~Z zg35>W^pcABI_gG(X?jqpXV*H--MV#O3Z6|<Uq%VVpa;k^BTxoaL9mgxd;FWaq=CH( z-l>(XR~BYj7ucDMk^X3NAW4jV()s>?sb^;0wiSoV5GSzsm(cF_sI|dgLP-QMP{Cq( zn*krN`kg(s*#GnqVXO`6VPffKy}c71!d%N0jIicsYJaDiXJ6_{?#J_`{$ebo?d5~% zZ#E3v%;O&JG=vklu7qc85D^OcC8X&<Gn2usQLIi^B}egH_Pe@8dbGD>MP@U-7CqxL z^nk@3c&D%q!+FBL^^RXgPzr$%Uo{+i4w29>k&cktH9TAwfQy7=LuMNv$8~(lvDHsQ z?;igPC-M}<HFpIgBO{UDm!NJk$en!6U?T)Gk2S#2;Xmp8n=pw{_Jdn$3BzPLOCkcd z_w&bYj+$L`@`M#j+-HJuP3-NH>9w3s4_>Ulwf+>jfyh(v6iCDZUmwBG;GwyGg7F0n zxQvFKb8!rr>gJ#jt6$UbvJtzUmh=_Po$>Vfl&h9h-&%aJ+l3l>MD*k9g^a2*vqRy{ zGV68D-@fUjs`9n=Z~iq1*mWRsMwE_Soo5(vrA~txN=SqSR+@S)zqwDVqiAr@D7sLw z^KA84zR;J1VLXbJ!T~5MJ`HaSYVz?W&{-@I)$B^{MWl3YhOME+P*>>*`bc59Q)N39 zE%mg1NbPxq*^TQPpG_dPwd#rpl`W1kwZTP}<Cg$lm?{JXhC!U?Eg-4og|@OyzTi>K za75*)M|nX(eiwD0HeeL<SLi*};p1sq&ku!Bb_(&0{xt1vusC<;C@Y0Q>W5O*D$9Ig zMSB6M&sor!sJYX;b#hxDeO}#pTdSS9s>O5NL3Z;AjXkxgz+1PG8^NBsaP;63mfxb& z>MtR#|J-};zu44%v^1=L1iq-;Q?g^($>pkDi^q<0)}a<Dm%Fu3E*{{B7;n1e0e}I; zOPAl#slc;m7cfr%8Jq-`4qe3{I>c!rPl=AN1gasky+tE+>W2kqraa1j7+U|d?6}xX z+!Cz=a$}(@b^OB0UqUZ!5ZupXy0;JGw|U42W;BKQm1kd_*P7tzvKIR^)mz7lrVGRM zUYj)<-CTC(-tqI&I<filp`ong&P{A2(+zB;3p@k7gvc0*cDoJgk445K6)X@bYVWSu zd0>$}#a_-$Tu*~fv(J5#e-zouMs3`7M%BvYs`X%;Y}OEkgalo_Xd;QV50OM_A|^n= zRHb05T&<l^Rp^4*REH?bx2LaYp<UiMdnhcRELZqRUU`nH<W~Ao(RKE|yG7rN{)>^u zq%bdn1K~RIjK>AY_cocyh4v&ivRhLpwz$}Lko8`mHPIB}vo2;{=Mq}3^lJGAmJ}Y` zhYg4M4d7JDF{~rRxL-nz=&Sa6yx7Kx4hPz(l3oIf%0Q+QG(slrwI1gs3L;hno0^}< z&UN@~F_h1f9^JZjQB~VRAhrm0LjnGFpSPV~V+S}B;m!O9CcG2nf>B60>WZj9-j*u) z;pbk5%8-?n&nm`ScAuKvK|$Q)-qLE=<iGxF*`G#R);<>bvG`QjWVeui<_&qVMQzQz zAN#m~Iifg2v<gTaMQfhbr=VxmPh%wTTj4y`=`Re?1bbOm`bUM1mtU9La^}$7u&Hbg zsp+|5%WME~#2_<jiK%W?i~UcH=r-aB$`1)3<xC2Il%4=mrVD!9$t=;HVfCJt*@~LF z1GRef_387=4%nMU76EZ~v@hNTe_l9DDzXtse1PEi6ib`a16M_Jj|u?uph*ztDNfj1 zc)ceGvoC=W0Ku1mkk(mQc*~b>E;kpSY<WCbqjttzSZ8~<(R(Uvie!RVB>Wej$cts| z1KYnk!3{kX0!iCz@w{162~{j%QqQpI8dJur`pX$_tBS~m1Ks-*waT3}U(O}urVDY2 zG<|@@x{>LSs$lcEqRgaKq`W|T4wrklIeGfw$sXmD$S|Gmx2zZb6FLP({WHg-{@uA6 zLbQ4Scicy3r|3vP;dO(*93GwKda$7sJxw7jco%ywBu$Xrvxt?QSIY6x$jdK|GQRXt z%|X(|c-(s3<0ppohe>^yCMwgDJtYu33We8BPY5JJ6c@-ej5wUzYj41Qy++w(B}tXB zjGuSWEHEvxsGkeTbyPAa&)YC4z}(DeJ`%kC6IxL)5&@@hp0UiB<|1W2N+h~jilzZ; ze&ohv@6bi7`&aIq8Q9S>FRAuH?!IVF;F(Cve~b65cdMiK2n$dP7;BhIL-ntTK$Jb7 z2=efk)2y1#rbQx9&X|u``c#Xi^=NyZ>CfkMSs^12lA~29mS5iS<PsP_RHrz_5%5b0 zwmgpnfrS4+k5#F?4T6GAQ>&$Ti4Dj2RCNqrxu<(gmZGY>mBX$o`dsb0sbl+5G12$r z|Gx45dysY{43b$V08sbH1ok{jR0a03ua=+<NB2@yBVFbl!YqFYDa?el1>ABUJ9oWn z#5XgHS#*+FdQ47cWBmhDoj|cy;DZ??)=@NU@SVAf8w?XUAuyM_=bTM`b_DA%Qa*T* z@twj)Q5Lo&952cCD?a?V;X23;KHP6jD|seuwHUsGhOCXgY+4c#YSK2ndt-Keyw4_o zzwwSm&USujApa)hk4z#rM5orST891-62jY!b=Y2caC%N5{d1_1LCu1{`;Yhr$CK+v z5SFYdp1dcg=6A>gmFfo0BYrwLggP5wZ!y5acB`3uPfXMl8Rvl@(Q+vy((icVwKkC* z)!M^FXN0A0<zf_hz+oh$pu*S0d2X=l;@Yezr?6r28&-wqV=o6caV=a~4qq?Qj0_(w zi0Nmz`^yboti!)bcHUHa;_Bx&FGatK|7o_~K3r{Z#{?r7NlSFfPfnT7{n2}PCpMHO zw>&%jpxkC4wMpZ&!GZ8-CykZ;19yU-Z<587l2|8+v+@E7P-oomF`3G_4o3l_m1PyA zhVxFb-7HASP{V#m%s3#|b7HyGNa}&tL-mh^i>ZCfjlPy|xcmO{qYmRQ{ogd~7%Bur z{H8acSm41Fr2{~%!q2jk550fRTd{*>lHY2b@okG=baX`6uHg~aMxSa^x>LfYm_wKA zgpjrWnq4nzDga!?`p(Q=tep+K;@Itl>LW|rnbF(B48v0M7s5=rUadKS*fw{E*Nh{g zo4aRLjOb)}!fRwp0rM(Y3ze0^Qxv76c?$cwQ4Qz>c^ZAv&b7iDZ&^2)zt+1A9i=f? zoVkZM!_;7;8<aWZ1ey^Go0H#0t<AXzBu3c<0;!*45Utz_vuV|SBX19DDlv*EgG)E) zRGXo;WSpnptVpcu!=K)@D==+;MejeN(yEHG1wzPb)W7D!{{x}{5ZA&{q`3hO;JD(C z^ESXl7Q|@+ArpUqO-!)cRRh0c=vB~ccb!;D4%;>q_4cH!V*RjgPq&k#ngQO-p%wsR z+AUO*K2I@}Gn&h}#V-I%Kp^bY+e5Fq_O(WxPGveN_t>KA7V2&_S4d3n9tw#uzV!aD zL|eDFM@K&B_zMxLehCGJkiSYN2za%yM-gF$+VFzf_<c2j?ZOFXG5N{45b)?JMWZR_ zqg)>PvQG`i2AH%RS|M*g5wc!pXBVSWf`1hiii8bYKnjc{&pH8#&;!Ecf-*c;hTjE8 ze!)d7rovZ3Dm`JSuff;|TQT2LC18XRb$gs;0DgRbNYZd2p4?+L8~YpE?u00T0##7u z=+q+2{S;;D-^G!;f0q?LN+OatYKjAKTe4Ku)Kg-WuqHa!_dPyiYhHczQiAc}-6%H` z3oo15Nux`T<8CgV(Am4QYoNmUPs71vI&&e2a*`ZGf{kjsvC~8Sn8vE~4(K-AKJX>D zb1PB-3YypMY7<^c#Htj%>-m{;rg8RGhWdfAewBiNwB6UAH(o+ErZ53q5+?BD$zhn8 zDY{cCgas;_$VtI=+$ST191k%rkemLHSrOdtz;!GWez9?CubAH#2-<n#g~MQddHQYS zUFv_F6vBW36?Oslrkn7lD0*P@FI)>p7ETMH6R);;FxQpijoFAa%<j5QNaN$Nj{0*h z!QU^q)DJ#4>3k8C;gb`yG`p%Le5FMoiD9b?By72wJTo|hi^ZFQuPlMl^nrwqor>wO zB;EC0_fy*=xxLnbD)}xuv5zti1(iZ}cXy|pGti0CxW0b1R)PQmUM%Msdx~jpU*=;< zVo*~wm09!6H=280uvP_E9=&;PZar_LwZb-7f8FQ&w|{5YU@G?_fr?_Cn%DP$H5N-m zMi-rWP!b=ZhCE_==Qe%H+RQswc1CdL=A2W9(srCnC;RV_`xIP6vpaaJ?D{aq1#bwa z0O;}tVxfsiBu%nE7B)UycstmA_Ha`)TYu3ytyA&?YE~`r`f%!E?%~3mp+ia(Q@Oym z+p?^W4szeGUm^bwc$TjK>HNW*^0qbq&W0cw;0>i9T5iyyK2bW2f!Ktr;v|shQ$5Ix z3pkUUiPK|?8Thu<%l>=ZmtJQxGPO@QU6ODsQdJZHu~7VZprLFgGGl4TET|zYg{NTN zx1EP$^#r?w__13!!4r6s2e6iEpjiZNHY)Gc^%Yt4`JuND>l@G471#zI+l`F=@0;*b z%?XEzni}7hP%-f=%cJ|XZ*9Enu~e{H$aRD$ZoFu4(=_0D;A?xIfG3O#!6;Z@H{#8e z%N7?hS!D;CNL>W&{FC`cs$o9Ec`t6OHed}e*?T)5Q@HO&7$PYFCv~69;wAADzF}a) zinV^T6li0IwB0`T1I8L1k<xgQ*4COfIdst3nE4|9Xkg<L<N7VL^^fcwpNX!t{99(R zO8lK!?8F<twnu)P%}lPczr#lM33ObFLwz4y|EQ_;Dk}KSme%=A(f8#wlge~1I1nNQ z<H$ycr^w|<@SC6@OcLNt$#`ux(1!OdKB=~IVWC`L7r#oYyfRf~rrI^-ZRTELTZqGa z-jc_5<*kD`TX|DlEPycQ$h2CFI5`xN*@j6FSU}x7%Xn7sKp4GN`hyzO{Z!kXrE}ST z%KMC2EiSLp{6m3>xFe3>A$@AQ?6Yg@zrXu4v*_sQCN<m=X!7grqPT}f?@hZ@!7cQG zB%XCxg-M;<+;9aov}MPk;qM2ZwRId6daL5O%K`s8(aZQR3P^{4qf-Q);(UfLf`8lh zTmLEkzAgNwKm^7p_h{H2C-xT9VukW2xQ_1&-^RQ%Z*<uJ86T|f6<V^7<=6dQ2<sR^ z0#qMdXvk|QrGZsaCAg>2_3ZPV+6lDA(yh6@gzb6jt_W|*)8*>x^WE*<r_Qb(%BHR7 zJp9*n^Z|xaum!9`l6#19Z`z>>cA*cX+gV3cSk~=$<N5#-?6Lht&G)_iZTlbWd0SYZ zA%*t@lMyMq$pCi222(tlF9-Q`0uB8BNqZ#Tb^K8{gY8A_sZH7j1A{uw-7xN;b2&UW zVr$v(g-Y@5`C<#c53=L!Em<DCP2ynjI`B@e6k!}AYp)l2NnpknjTdOW_udG5*6?<- z98yy3_65a4oaQH2Fnj9@lOAWOUl_wm)Eb^WedJMg9O2u)#J`(_DdcaywGrDrY(^I( z+?x)`1?XIsw}s)<+S+VfD@|mW*t+M-D3^>o`Lhk*tL;V$P4$o)2AF{90gnPC?!t~h z=@#!Sm_jv`Cb3aR*?>+d#0Sw3X_KJS%lK<+2kL%GYg~_R$wM6v_Z3cy^!n?}`pu`J zw`qEE<sr&GGOel^h)W@HK{rOF^KTrve?jW?*OEZ2Jn0(sudk$(sokd?E-uXnyKGnv zJF1uecj{);r^31L*CBpF{DeP<k$a!Mdf6;bdPY5tQ`HXG(EazbfeONTLND}RtjF&Z z$r}km8O09hTuGpw!GIDih;hS<Quec>fWEo2FXW18S>=FQ)%Ds7Lz|8bk~&Hf*4`YK zX~%moYMFenR9`;uS+s{#Nhn~K6XyooBg?`}6@M&c-;_zGE@8CIDFJU3Rry@U)hM{_ zWve-6bkmM)4#I_R9oG2=%5D=~@mTfa+6{BJ37(-Op};j+%=Eb_fe;*1hP%W)-qdWU z_;%9W&9mcK%@^UoYmY^5X@&x*^hbrt=yRw*B7+OkPYQ-iyCv8K%6B9Y0Tpx=6g<Ko zfS*`EVuBZ!$l~YEUfFjr|I|Tak9++;kI9K?=V0e=$55Vic>p{dFAz)trT*x&?U6Qk zp1YGUL6&U<XXR4n5K)fv>wy|B71qEJ=zRTjL&pY&<o%Wz@sh$<iRvD4>Z-R9FOhM; zlz$0{5e#`j@YM(Btdt+)0XZ1PaJ89L_pR~U=&do<m@Apvvpx4v&Y4>E0Jm3a{~kO@ z;4umXGpOHF5E96Bm~QHvQx{0jui2SL*Wy*1U*nzW=mcbgAa5~KTI!OmL)(*f@?=nJ z)Z>W?^FB3a<jn_<U9>vp5my*%v!IY~&BhAEey}1qqc1yc;Dl~X%U6++9qi$%E@b@A z=w8qHu%PP$VY*F?1@?y|?%h2#s4O;agD>?qSkFZL#~JJoOAsu+gB6VlrU_Qyr_UL% zArpRg@q6JV##)B8U>z(==NfssXzc5a&e*7{_qzK0QsjgKXd7(XFt9Y&UB37t%lR@2 z)_%tXAV=7c|CsELn2qhmsFOqc+Tk+RC}XmUj+TPIyTCz}^XfWv>GJy7m3uTAqt7n| z%2roh3OJLS*|_dI=|9hAO$a??*0D8sE43G!fdm($3oZ9M-AeyG^n7)#8dpq-0LwG0 zz}faUduw~1J%3a~WM(OJ=u&p^GOpa+N1}OtCFdK8bpXgDAZ9V6c22$v)iA|V$l$zy zU*Cq;`t0SNJZ*;eu{}BdV|FH0AE)-t%nK+FPG7yK)qT`a)BnPcQn#b+S>x+|vZL>Q zn6j#$t4S1ku5O?w+wZu`Xym`m17Y&XiV$`UHd0<~0o&^h=p(}wARSHbxOfLQ#JFXn z*&4<+;#?WGQ>S~@SUGEjcsfibJuedA=-KfG#-myWlG@wSI))g^Jmon~Bak9Ff*rUT z#yyN%q!B5Y6pVsrw^dtJBJi$5DCPH)FUtjoqT4tXQ5QEg*Ib}6<6ob8C9}Px@(5zV z>`xH&1@S+yCEo9=_Kh$@W*s3<-|^(6{Ps%c$f?_KPDfb3Tf<VmA^}J}?cGi<-dm{? z@eod44x0?!8KI@PC#h>)+a!_so&8WCfdV3baY`82kiEZMc*SYFK^8LMr(Q)YYoHq` z*|C$MVa4r@wyHBopE%m~rG)XMy->(M<mlg@SNu=B0SO5CPuKLq&I3Rd269fji`@7^ zEi>^nl-RimSJo44bIeoTq<6N0lN7OOkQ!+mT7Ixx)4A~C%c(wZQ#O{T*gyfk`2aSN ztU=Hr00$*&@k=N}%7<UY)*vVoMr=GXqCS3mrL$vZ_EDjLh&^vik92-}^0}@`&Nk;C z=tJPy$05q8CNo&8uZ4NI^KVu=t{XeM9WNs=YkFysX19-@=!>*@j|~2-?qRKeww}9e zXI=1^Um1sr{ImXV^a2%11dQ~oH9fEZD6#guI&bkDIIdKI3|srnn>i(q6eqS)$wL=0 z$&nA*^|%{fr8euwg?^z5#CLMRjGF^MDTYizH6gmusZf)~Yhs!}!+Y8jmh83P3Y+^> z!HX^nIm5P8*jv?IMnn4~^YygSKX3E99N42X)&dC-c!e(^WyvAf<j<gc%9-tsO-5}9 zWTTQSFd0<QYCCzx(xlxpC0#EB`qprCpmt8Qud>NfZ#yGI)?bL<_D3ZA7gCoj2ik2= ztTVt*4q#fKF5(QAF~v*^VYlpu>GaU6489!?si|5_A5HUZicOx_T%w&BrI`6@pSA|i z=9$=FGQab-*q{4k@W=mj|NU*TyN~PQG4_%M+1+{4*>M*xW&?nH!UVkb_5Y_3`G5W1 zZGQGNb=Jk_%K6+qc43=d4&KRoc};OMYmcbPeS_PGAu?#IpfsMgDo{$}+MNTlUoh!S zW-}Q*ko;&?Bovnm?|or|2@muPu_SIAHL3KXWDKcF4_vtZBjKA|y1{xHNQw1%a`K!z z;Pw;)8l*yy0`^}mg-(s{kgxr)pv{_!AEnH>deuaI+_R(RM@Q(i&UM9`#4VI-es`E0 z<yAJV_8KJJx$(WXB>%R(^#EJDUrFXb5jFEJt3z$;N{*^mUf&IAHl^8We|O!;@chYi zCV1{dh*nKyfdHOGVjaU|EUaT!UghHYXc$pgSi8Li4z1>yr1V~PEUVTTfBY)^PX14^ zPX{s=GkuD7%I-h!^mFRiH?!3;)(|HNc4Ea-DVWB0%q<~6{3Ww+h{+f-Tki>9vTD(Z zIU;Er6X5W<tDiP={;Nu@Gtkm}=aj=9?AS#VW!JGT<T^keW`GK#w{dIfWSI7VO?VRa z{`0C1YuUlB**6TsaR<k=Y}jZ^?M=|!zXt0#^^PVYTfD(`32)**2KAFnzeQ}HxSa~# z<nEgRS}02D!_V+r{?f-!&kh-6U!6~AbqvT(Z%_>2UQQRPVrZ;)W_w?~Lcc<oU@EEQ z-D+-m9CNMIf5#RlufcsA?`v<4H>cDNtz|*15F}4td4Q})P=i}&wTZ|sdlgo5gXL&1 z0yLbS3%y*+({m4d`{Ppl%9Z2Jm8&ymYd*roBkw**@Lli5sVlfq<S24<x4rj9cN@{n z<~#*rOWae0d2t3g0i^`dYBWvIR|(tMXwIW5RvVR`bpz|utbF(LE_;o$k8kc#NH0B! zdpoPWJ6f2+6{HIdz_B#+MxF^vI)ybvaTl3#WGxfJDn3|M?p<)L>2OhSe)9Q3YMFj+ z`VY`D392s}2FF3Cq$_KRp`S>wT0w0T7~nUt-KGTUxL-o(v9quGOD-&H8y`D0GFY&! zHD1KvR7_IL)>ED<2MyMPo>ILko;(Ub>v)Ki=8a-w1~fbvLA~T_-bO$XkibA?HJNBh zS(<(F82(%qKls<!-2T$Y-pzr_juZ(+j}HjtX<Wf^R{s4;oO$oI5VgLM61&rfA4XO2 z9~l|tXC@x&P@fn%{!g{vLUDZFo7QJzcjN4V`;R{fQFiivW0+_Bg3+!Fv(zszwf8hR zEeat6&kaPk1x<gl+w;K7CI3l|nbpz6{g3++wBHTQ->R!E*G<z;yK`OcQN_u>oJ8Lo zyLTHg=p`zUN@*SEiI)?ex7G3#g8D$rZ3s_c8{kF;=#sD;#Vm8$ct5&E+-{P%vFoag z=*6?^eNt9lD;yE+MmB>v5z3r=ey5#BHP42B8)OFydc_>V6y8nx;XS;{SSP56Ma%6` zcy4h?^t7|x_p1TByX?;Ik(`&Qox;co)ZmddnpFjh#EF2@!dQ!^T!lgwWZ7!C%O;0S zgtPzJx4EG(f9Is-kqzg&WNfBF!7zJ&!61f(9UVZ#kK?^q$N>^;D93YxL)f3zPQS7@ z#pzAahD(X|b@$K798Bh@(_?LCI*uJ^xVyjD+OaHHahw1?z6X-!A>ntdXht;CoEw8n zSwy5jL9V9D12m8LHN1RKc_002o}6xMAw7G6znEpPS4oyO*L&G?;-@ZngmZAaKn!4F z;SFq1&e0cWT7vOKzG3I_0ik8XbfyMk^<&k+W`bsHYq+xO&Q}}$$&;(Ua_8<B#F^i( zKx&%e$;NWt@hc%LN?I_#03^%tjdM7c6Y!PjdmxlN7)N(WO0ww>ZKr1q!;0L=nb@oW zpJi9o@PD?2ehmk2X8Q>~Q34#Q1{6w#4V9W`f7haDRY!16J*7ggA~RzTz7(aX+kRfq ztxrE5cKnUxd(8P{cT~XHF@1DVD`^gNDni@~f;n$J*p;z%4aIVAcRjpFzf@Y^oLfy8 z<#=4SYIr1BTqsg&b<<Lz*>rRMf^ho&Jdf4BtNbrDguJocNHqdTby#R<?jxs|pOCV8 zg;5J{mCAec^pV5;4^&xv45F+3uTt%?TJ3zZ$0l(dC+ZA0rFY_wu7wr;a9&K}mjVik z%sL9q6m!mi*u6T%Y8Oa4*xxFZES*J)oU@`f2yUFMpU_SYe*5@IbI~VsvuIG(9;0VE z*ZSfPFA`s#Hds#|od)gyq5zfJk9FGej*bC>*96mxLfYHe$$!KsH(}PDGI>-OAymBj zxu?vy(?!_)`HhfE*JY1yKGr@2`PahM6O0y0i6<jE0qD(OgH1?fdj&jp>YG&bBBIBQ zm9t9-CLU{j5l@d&_j3MZ9FMNYm{NV4hi?iM@h!n@PAhu_a0rjdk1<^kY*3p300l9A z5`71EjB@#qTnJ{P)JV-Gr_{5pA$KNGjgKs?Z!k4a^Rvr>(FM6By~pglfDNO;QO4tl z0ttB_R#KZF)9S36?RPYdEweaTDV(T@3QrVb*P9l}%3CXc?L3%v%Kqh8Ov<BJj}Ipl z*8N~|eISYw`5ZJy;)Vjr`|tcdkWDCK8F{fYLZcx`ra<+B8^%ef-TKJ1UcLIrw(h>Y zG1)u+vKYB^?RVz#yE$N+;3YW9BVo~9rAU@2Pr-^xFX$m97v*PH<IKAD(Y`%;9LdL^ zvrgXa;D%E77(ZNk-tzpyGpo1pXyol1M?||&$|zbUrV;AJq$8!t=glO*rW{=3nQ@)q zeUxZ|0vpxWj!2w6-%QXSUw%@0++%FkN2;-|dP&J4yOU9ObT8v6l_xXNN0LI(3MNUc zLzw9=ocT`pO4+%x6X>*3!zp{s+0gIyCMj-7i|wiXU%HGNp6=~HKRs&c^<pOCr<8*b zUYTVs5I5uc@<5>@J{SfVZvdDQ#r5u_@i&q<g-%+Bt29fv#Myz{cW}#MN2-JLolcJP zo$Ty@oT%U|mGBSVEoFqRQWPu;&g26S-)VCt1><gb!&i9yyE7jq33jBe{MnhCM%br? zt3i3%JG>4|92h3Q4Y_%Z<}qP$M0Cl6f`zRb7|P%loFxI1rdZlr0+3nD^JEo!C3?Zw z17n>Ev%%kOq#N53t?%;Q6c44DzPwpv)$)%*b@@Z>t&chA89#y83_F(Y#0)_)hq*^U zWz~|DL6x^aCY#Y9p>y?k`?@g`3#0YRiuo?Vy4SrA));5D&g@ggTtMlKb_Cx>j38#5 z1Y%9xXu>c6S*2ty4o(qBEQT>kf*8V|3VsPmdK^MFa7ey(u0Fom{rMSMD{>}j+a2#O z_o(=MPt|MN2iETo|6sRs;^7!JS|9;7L>RF3{bX^xKHCP)=prFfdNOTyw|E`aE{@Ik z!Swed_;xS;v*qv2x16=e)W{>E%PqYStc75<Gf=PrI-N|rYrg>;OZ~|YorbS<pER?= z$Z0_M%H0JCWahWLjZh+;ojQFzOQWtOf5J%tYw91ke99WbFC)|9sWP1gyi;%?+lgk) zQ?T}iy~#-YmY_R?mqnH-Js(Z>Qu`KMTU&}4)Zs$un_nEih|DaXedCgltVMPN(QOzr zhZIPCVS5aaH{xZ07HvJ}EjEQJArOWyk5BD^Ll~&!BXIHI*HI^R^2klK<1TZ!M@vyr zB0GI?J>n8^dQtY7zmLHj@JP2wO_<fcQGR4ih;pJ44*!<?%ET^)@emuQ_KzO9eB|Ea zY26}>LH#x+mg=DQj{5A31UCmb>t&GQ#hVJ=v;nZ7hlcf<-tiPyI8@i9ufygC*p8X3 zbF<x{=#8L>HT<Wxj#~Qj9WVNoVrIjZe1oTL2EW|_o>5$idzrVDpUU&#%HY76P^yA$ zG|TAiUPy`!F&-5(ry-4z)SA~R_~%aZE4!h>@UwE=;}-X|8i%bo1oV4Xg>@`5p8S+R zT$>vJZYGK#y#iwVS^^M>*hoz!>axP``_PA^)H$&eU)wXSy;`pstF3<D`|}ibIW3u! z<;SJwx!gOkJ{K$mRH$TtpF>R}`+h#Ep^w5_mr9>j;mDq(V{nG$XqSuS6yDV?ZS%ZU zgMHbq!FuyGbjO2enbu4CUyHzItiFb5ser)*;>^)3s)W5Bf%<zQiww_;MWv9H=HT3J zP5B1+L?!N$v!$3$)`9Z2_NKg|#hcfyKfO->G<&4oG6HIVcrrsAm|sjjXC^P0Y}4l{ zNunotn8lLQhP;4Ba0Vx`?&+)A>Z1;RRr{hZ-hVdfzND}@OL)K6{m-&$!hCDsyUobw z(Xb_GV{PE>9=ZdzV;y+QqGS^eA0yqmsNurhcWQDV^}M;!nGbi3GTr1xM`9E^$7HCQ zFARFr=J@v^S^`N!utPAVDZwwZ2P)_NHF$YCDN&#?@fD0|kOH**Wi!Q)1w_{5h&p61 zAA5f*`k!IMP1At1%43hQdOAKoU4h#QU_a!5W@nJn9AbUS^`VWz#v?U!mmhdV&7{S` z8iII;wN=}ER}QVSENnw=@`OI_oh)gqBj!!n6`B|ulZj%5pIB%ICj0I8Ti-S;@CyOd zXGYW4u6F2FFRTb`z0j2B0CIFk$JmXHBIo36hxTleJy7o}<fUQ}do?(3^utpSN4RVx zz%%S1&UJof7!*LBZRdP!nfitmfg4=dq7;$}tWEn=LQiBl^d*`oY}ZZd`0NlRJ$2U4 zL}h*Wwi5?};!(6T>Lxq=+q_t~?h5c2dThmaOl9^*hl$28^kQCZT+Mlrq^emJ`RDcH z%tx|*(JhI41LPl?YG+%u$pIB&BLI^m)<F!c^X|7?XTw195PgPEjzp;NEL)O4d5(%q z^Tg`M!kaW4&u)hz?pJ*Mt}GY7b4R%G9gnRKZeK?8<Us(aC$Z36RJx`ao80fm)@PXY zBU7#Ix3WjG%30qzr&@!a$B)=Tjb~ymbb0$Gy!iVIRYk?^n<ChOY_2shjE!V0ai*Pf zmyKeE-i0V<8~NBi!OqurN&TnSQprIs>hlMG_UX9WL|R9y-O3CIciSsQJMJ(`+9G@V z40tINl@(T-W*1CSB1qv;;8d@}4c*lB_SX3QARQQBD0jbRNhL8~_p#fuKIBtR<nPfD zUv^MJMZVdm0-100{H6&EWS(D5rX@j*r~%TPJRn*czjqU113o#i5uL22m|Vyzps%F~ zHqODNphOeYm@LwkdS*qo&vNLwY{4iF->WNxop<z@go2UN<^l;Hc3GDVBEAFoFX8l8 zcA9In+EugE=prYIiOFbc)s7MWS0*iIM8_+G17!qD(`GjwZR?T+{ZH#Y>!(1pf>H~9 z5!r{FLarn6<cXZFNrI#+P2<o4QsoTnIMlo2W9hj!>g7+HTDSM<7h4XL<QYBgPcJ^P zTT_h83iIfxO(#ir+92j^IZxS6eTXzj<K2X5RBh^{K)rFS!1>9<TvT~;vrJ?5{Y{Rv zRw<e3c)NU5<tqRwehK{rJZ{D>Ar-tjo7hikYGF!&C8)5id!a0~sqW`^Q5rUFJFGNt zKoe1Swl92hL%OpZW69q>=;rEr<r|88`W6!S1nnBwK?DdkVYSI%Z~&G04Sb8iWT)i{ zRm>OIP12RSCwV(2I?O^tEPG>h@)uYCdCrL^xNqJt<QP{HcZd549LYG)aLDQlB&6s7 z<w>pa6b^#|Zq(D!Yu_^E%%nr-P(fifTVm*M+u|dtOfA=MI^@t1%1I)=P#KBY`~e5# zTG8BNf^n*hKy6;I0HBsTQI2<#W!62aavCn^5g?l3V-@c`tgR;pzMDirVMcaTQ@7%w zjVGuZtLHxc7v3K#5Qv3waqr13W?3j~tq?@<t~TiiW6Y(|#%nv!T-%w@TsXox#6LK4 zNY%7ySM!)oxVD}O<BO1P%8Ra_1x$dAH&FO(V2E`_tp?s6C`xLI$O)bD`2F?iLl`)m zEM_shhtX_Rw<k)t`R<o;*1*op`2wlNLE44G1O~`E*Rw&=@{!a0(q7^NxxQ*O7VM)J z8`)!)I7yOb;<aOF{A2X+LWX1-&E--&W7+6KK(c2@kh|}~Nr~#-+h;b0ffo^qn{)RQ zhN$(VZsH6^AU*-ULwiafJB_!VuyhGK`u!A;)xsrq&br^GJ91)fx8f#6vo75lSR&;G z8bq(l{VoLzb%=!$NagY4zLF9>7R31tBrllB@Cq6zD!67@s~l?6$4Lx$ZI+|+1XuI5 z{a(Cw%)vgdx3-0;n`Q16tor>D5@Ei_u+VFwcuX5V=a*2ZmlK5~Yrh4T=t2Y3VNrBa zDV?W#r(#vv?fq~-?3Ihyd$&K^wLH0@Q*V3?Q9;NBxeo~=4sI6kcVDTqPW_nXssB=3 zSb*|Ur};;c)FV4px|w<~Vci4|g-ELLx6Q{@-^n?-oNqN`;44$8V_bc}s0?tqVz1c` zPx71W6uB1#3mBH0YxH7JTBk~gM?Oi~*hHWavY^^H{<bx3F^A#b5Usq!XJ~z@Aad_N z_vAXif&jMD?zhLc<=+RR^{}asRQT^P2e6S-8o?N+Ob@zdf_I^VSO3i64adJ46&HW> z<L0-KoAXMs1qQ=Q$y?Ww-NU}6ut@?bas!+Rq^l@td!%5#)PNP#h0QFrPv}R=+e@Fs z?dV^28Fnz0TM`UCIIs|K%he*dd%Jwn=a+cOMNH*a;I=W%7@+Fo4Du_#QkC)YFsMZf zyT9&4@?_Y_#ISNNo*|L0SA4%It0@1%>`+MP{UMt(4x1jz28v$Vm?gSld9;5N)^fT^ zFaZO%3dsSI=&WcC1cGAF@IOPxC+%eKzxU-V4#>?oK0Mdr;fu@Pu;GoWtWVU%3wu*J zkL=$9stmz-#V-bTo0?@)ko*nkDnZwH49n)@ftHShlZia537$(xb#=eIy0g^Vv?V(| zz1jCOTJECS>F~moKq{BzNaF7D#Cf3kE%;!PGPBd#tS<`g)4O_(24_0SX&94l_`ccD zekiG9#N`Hmo^aP~H|UI$2M&H4J_fdpVV5nwg;+<|<h*`oQmXI9vdY-`RQf^*R-{0r zSjW*|%h>l0=^O_+%I4_J{SSnWs<d~CK@=5&4bGEO!X`06862WG+wEZ^77w?uI=@rw zrP+XRTtmOCu`}B6tlRe9>Xw|7pLCNQzbJa;Nt&;@8%yxN1Nh*;wE<B}ORzPV+FW{- z8%tOqw-D;sYXhYsFF!@rrpQ{yt>UdKaRl2N!S8OJKJBbEeBu44P9LM5&*kL=%v__} XZefN0{qw(j@V|H9&pUwpHS>P}NER}4 diff --git a/main.py b/main.py index 2ee3568..f5844c6 100644 --- a/main.py +++ b/main.py @@ -1,6 +1,5 @@ import bnlearn -import numpy as np -import random +import os #import classes and modules from bn_variables import Memory, Attention, Reactivity, Robot_Assistance, Robot_Feedback, Robot_Assistance_Feedback, User_Action, User_Capability, Game_State, Attempt import bn_functions @@ -266,6 +265,8 @@ def simulation(user_bn_model, user_var_target, user_memory_name, user_memory_val ############################################################################# ############################################################################# + + #SIMULATION PARAMS robot_assistance = [i for i in range(Robot_Assistance.counter.value)] robot_feedback = [i for i in range(Robot_Feedback.counter.value)] @@ -285,12 +286,17 @@ game_performance_per_episode, robot_assistance_per_episode = simulation(user_bn_ user_reactivity_name="reactivity", user_reactivity_value=persona_reactivity, task_progress_name="game_state", game_attempt_name="attempt", robot_assistance_name="robot_assistance", robot_feedback_name="robot_feedback", + robot_bn_model=robot_cpds, robot_var_target=["robot_assistance_feedback"], other_user_bn_model=real_user_cpds, other_user_var_target=['user_action'], other_user_memory_name="memory", other_user_memory_value=real_user_memory, other_user_attention_name="attention", other_user_attention_value=real_user_attention, other_user_reactivity_name="reactivity", other_user_reactivity_value=real_user_reactivity, epochs=epochs, task_complexity=5) + +plot_game_performance_path = "" +plot_robot_assistance_path = "" + if real_user_cpds != None: plot_game_performance_path = "game_performance_"+"_epoch_"+str(epochs)+"_real_user_memory_"+str(real_user_memory)+"_real_user_attention_"+str(real_user_attention)+"_real_user_reactivity_"+str(real_user_reactivity)+".jpg" plot_robot_assistance_path = "robot_assistance_"+"epoch_"+str(epochs)+"_real_user_memory_"+str(real_user_memory)+"_real_user_attention_"+str(real_user_attention)+"_real_user_reactivity_"+str(real_user_reactivity)+".jpg" @@ -298,9 +304,20 @@ else: plot_game_performance_path = "game_performance_"+"epoch_" + str(epochs) + "_persona_memory_" + str(persona_memory) + "_persona_attention_" + str(persona_attention) + "_persona_reactivity_" + str(persona_reactivity) + ".jpg" plot_robot_assistance_path = "robot_assistance_"+"epoch_"+str(epochs)+"_persona_memory_"+str(persona_memory)+"_persona_attention_"+str(persona_attention)+"_persona_reactivity_"+str(persona_reactivity)+".jpg" - -utils.plot2D_game_performance(plot_game_performance_path, epochs, game_performance_per_episode) -utils.plot2D_assistance("test.jpg", epochs, robot_assistance_per_episode) +dir_name = input("Please insert the name of the directory:") +full_path = os.getcwd()+"/results/"+dir_name+"/" +if not os.path.exists(full_path): + os.mkdir(full_path) + print("Directory ", full_path, " created.") +else: + dir_name = input("The directory already exist please insert a new name:") + print("Directory ", full_path, " created.") + if os.path.exists(full_path): + assert("Directory already exists ... start again") + exit(0) + +utils.plot2D_game_performance(full_path+plot_game_performance_path, epochs, game_performance_per_episode) +utils.plot2D_assistance(full_path+plot_robot_assistance_path, epochs, robot_assistance_per_episode) #TODO ''' - define a function that takes the state as input and return the user action and its reaction time -- GitLab