From 275cb3e0f8d0f1bcd57e1d925254ddd9f02cd2ad Mon Sep 17 00:00:00 2001 From: gagb Date: Sun, 12 Nov 2023 08:08:50 +0000 Subject: [PATCH 1/9] Add outline + update author list --- .../blog/2023-11-13-OAI-assistants/index.mdx | 17 +++++++++++++++++ website/blog/authors.yml | 6 ++++++ 2 files changed, 23 insertions(+) create mode 100644 website/blog/2023-11-13-OAI-assistants/index.mdx diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx new file mode 100644 index 00000000000..5c7a8651e09 --- /dev/null +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -0,0 +1,17 @@ +--- +title: Introducing OpenAI Assistants in AutoGen +authors: gagb +tags: [LMM, openai-assistant] +--- + +![OpenAI Assistant](img/teaser.png) + +# TLDR + +# Introduction + +# Examples + +# Limitations + +# Roadmap diff --git a/website/blog/authors.yml b/website/blog/authors.yml index d2fefc887cc..1f5ba40552e 100644 --- a/website/blog/authors.yml +++ b/website/blog/authors.yml @@ -39,3 +39,9 @@ beibinli: title: Senior Research Engineer at Microsoft url: https://github.com/beibinli image_url: https://github.com/beibinli.png + +gagb: + name: Gagan Bansal + title: Senior Researcher at Microsoft Research AI Frontier + url: https://www.linkedin.com/in/gagan-bansal/ + image_url: https://github.com/gagb.png From 5fc02b6e9ec4f010af6d146801f84e4a6dd87389 Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 08:20:13 +0000 Subject: [PATCH 2/9] Update blog --- .../2023-11-13-OAI-assistants/img/teaser.jpg | Bin 0 -> 232610 bytes .../blog/2023-11-13-OAI-assistants/index.mdx | 108 ++++++++++++++++-- 2 files changed, 100 insertions(+), 8 deletions(-) create mode 100644 website/blog/2023-11-13-OAI-assistants/img/teaser.jpg diff --git a/website/blog/2023-11-13-OAI-assistants/img/teaser.jpg b/website/blog/2023-11-13-OAI-assistants/img/teaser.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac22cd3c05bb078459fa5dfda27d4324271ad47d GIT binary patch literal 232610 zcmeFZcT`i&w?7;}L_kE4h}0lRZvs+8APUlKNN)lv9RvjFEg}L^BOo9kU3%|DBvK>2 zcL5Wmw}cuX<#+Tx-*WHzy=&e3zU#h!J;OTTP8u3yh2`xnJb@_$e~1IncM*Zt?S zf7SWZ$=@G;OWjCv^2DrXlO2pa zaxw}E@-q~alxG0P16jatSHc+vO2(@acg|kYen!RZ$|M;Sn{|#yxv~|kGmN<=_1x_Z zHO*z_D=e(MeEb4}LN}ykWaVzktK3ypQ`gYEr>m!LU}$7)VrgY>8+~%i~M2uXKzpWqju1qBKd=L2GO1*kk9LHoC%aIx!9O*UGC8q_ps!W zi3~DVV_$E}>;7Vv*e?a|{erQJ?cbzCba0UG+`HMDBC*_gOag`YQH3>|p%CC%LVo*X zrJ4B4=sodq--t(|Ov%H;s$iZ!3!{7D;Hy-7lhsUDrDUrU`L+%8yKnrI{%mi7h!gME zCa2ijAwN!pqB2HWZX|WdyL5@Ol=v?F@bu*fcCM?6t*hx*A?t&@sIw902Kr zvTd7MjEj}sct{CdY`bFmA`UjHc1Qwo*MzmwU!30ijBD499EA-)KbAkOAD=&`b1g)n z_AwJbNMJ3>v)I0@BM|>U>7%s5?&>X0F$D^2`6CkOy=~;g&kK0f#NUmu_&~ExPHs3C-mk4uM}BQxfujf+6jo7HT4vhL0ZL_1zMYMichkWRp{*MReI(tB=3^rOV5%QK)QJ&y0x!Y#hOyipY z@v2OQH#7fj)BK;TK{C?FpJmeedo4XvW%|7f|L}h)fu=VcZdLIGxTEd#?dY2Bo7npy$g7cXkQIjVv6<<8AOE*aZ@URY8yUUQ$B4xpX8hd=mySTO#>9ob zXzTkLgGsD8gdf=%T05`Itr+y{#d`wOP1cNThEoe-Pfl)TBjo(4v5rXd3mui+d|7#S zZzr-;^<Ccbuiuz&tJYxp>f^uM%Ja>2CC1Ugs zmFNqnPC3;HyP4I26kRiZ3B`OVB7v;ds^*Zj>52%!eUZzJA3qWrs%7r4Gdc}ARbHf8 zGswQ1>vVo2?U9)|a!c3xGP>*L8OzK)UgR!$sTSu(w?wPcbE%AnmGqc0=kBGX2X#h^ z&j<7Fgitg+>~|MSl9-o^WuaJ?)L_eOQ$?=Kq_?fA+X}Zk+Ik3YOQe2De1&w&iAmeI z%EPEi^J7k%HeEckn&&O7`zn+@pNdPBv9PWJZiy^uQbmrk?}z zS)>OX9y_W!D=nbBcSQUA&QDaG`N&12d{l7DWBH3We?oYy*socs;}Mq3`CQ%C$tvI0 zbRz51X0?qH?XxNUdu6+Q*iMJpWyUzD_-7*NIDPWG-?Y2W=%;5Mdc_q*2Jq`Ye&3#c z-TQcN?EJVW3ef;b=YH(?#~m!Z1@cUt^h4ugPjI1K`=N{!aOnluLkJA)5>BoUnSWyGo@$yeo9!j!#78RhjW!jA~K!~Niyl^440N)*p z7t(^{IgZeGEL_38pv30AAsTJGvhm`dvit?UTd6{r)G(n`dELoP?X_2bLGB?ligD+b&EzCwNKfLB+ak=onM?CFgi2$ZpS)GpjPN*CXX1^+(2MLuxmi>RN@<-w|VpW z(`VRcH95VQ;>vbRd^-cTXn9SAF(0bwt>>0=cY2km*xgI59UTPn zU+v#vF;ltvorh=bQAt1JKmb&|x}wSTS{+86tzorO?>sRf-~8Fs{}rnVeeIkp{cK~} z$aoFX@k@ZnMkti$bvv?b>?ye##~x2?u;sYlfQ{+OK#vg@pH3I*CHK(Vu3%1s@u?QJMI7=4|h|&-C8fF*GW+<^{e*I4V9HzyN1kyn+oM!Z-<_Me7ro9LdS5;@K z>}T!0bXJW;C!Y)M5LYGguWk6BaQr%yGz~!(j{`V6S==YL^ zPlmFqNub)A^5c^*;;98T=hXBb36xO)+o>giSVfp`2oynPnk?`H6%r_*l>e|S37~ZS zHzn0K%OPNuQ{4wZ^^ZXHT;k{`Y-Jg8x@EunMqFDDTC+cRd<+mZ`PZERZPIEHbjH^O zk8cO)mE(p9`FXIxK8vH7;irwh5jljyJo;mwKO-sRZmCMcH`qka4jWxM(SF+K5FzmS zdUk{W=s#bAum7?8{})r@KLguiNY}!y+YA8A@*a~w0MbSSNV{NgOFR=cDS-HpP|7iV zNvS?NXyh-XttWfF`%FxlavYRQSC1Kr-QqtDJJwaU&9IXRGbd*`SCz%-Me^- znL0#8?ZOFNKM54LNCMGxRK#fzuTVdG9#!|^4#ypqLTH7%shJopL2Y|k+FiNN=7sg^ zA}b!lQz~;3DD&6C(K-~9b4p>hQ>OJ7g>R>_!H88J;H?d_0to8YW1f*fAEQX1qk~lz zV2Ph2Hj+Shdf{zy2waLbitrTH=e9z`MUp__CD3YbapD_EKt(GBGo#-Y%W}C$pt_w$ zKiy#%_y%O34QSfJO#-1E7cDN=5G8R4Lb8|VQKGNuvFRs)4NdxnueQ|D`jgwE~DVD=hm&YS6$8d#vj#} z&pW`{MZ#RFVweJzt2ei}Q-q6?2N>r?qP#riw21*ii4vW5Q?vaAKJuz@%qiPXGsUkR zYQwv}h&+coU~VUAU_Qv)D@K@SSbi>Id0^qi1zDNJlx3g-3#mc_xgC^fMh`T(M}ECW zQgD1`G0fMF@!>phyn9*ZWOuIhbPL*kXx;h(TLHGnGv$Ze>%^(#c;D}oH%Ev^SaioZ zzMEmWb2aB#L#WQJH;#gvOsOwUzvOA2@r?M}6}G4l*WFXH$sq$+ z)X!7dkmzRKit>xy3X9%5#wIo81-LgFPE#dy-8AAgI&n77)^=Y@J$%8pmE}BXJeKqI z@?nMAi_$T{xT|TKYMz<OdqVtrs3>^K@D^R#R%c>D5RI8L+^fH9c!g}O`|}8sg>q=}XPoVmmM^2yTSCLN zv@&Gf;V>VT(-^t!Tb_k3#Ebs2V|wBH-WSucsSZ3hf!m=Due=XDX zkyF>iIpYk)CwThi;U{zcij&SY^&H&qk7FmLJkS;_-a_8+jx+`r(d=vL1=BAr2Pqp? z0|Fe^dm@aUr^tj_Ux>P{7xhNzgHRfBb5aHA&Jl>zt%%ef-X17+PWCC|X`2@$g6+m{ zyT(wLowV!JH_|-yUN&~4P$w2*TxeO@1M24l(}U=ovakS;P`a!nOKHKqED=3F{LQY~Ez8cBOrI{SlO zo?5oRyCE4bUN1xk;Pp+de=?Q4WMLbUtPRj@iZaypXLz(I@Brb}#Pi2Rl9+1od z!QkY&QgC)7f*O~951Sb5f~Mm*Qjy>NIvl3wqAdKmq=#mACmcevFaFNcG#_F!_6*X{ zr2T#0fVg|=xn-WCs%IhGbO|b3OHYr3x0?jx+=y-JV|O|nX_y(yZFFuKzCyvK7rNws zGAju-vRXHnT(eUjyh;MSCX7Q(PTzNZ!S~Tkb-4}*qMOz&^W_Q-Zx%j#c6Mgn$0bCG z4oA^;$Ev#0G&KaWu?_QHh-Fj%DLnT2+qa(=#%c_C;%y(ki4Z6R9A+w_9Wrank2Y9i zHeU*mI|vUPWJHia^zIh}=ZbF|!Op1nxpYgJ8y68r(;4gIyN5TOU9_IxjU8W=uXF&0ZUN2^Lu|6Wug<*pPvW#xZ{_YJh z&;=qmYCW5aAAlFsLK#-&C0V3RH~g$2dn2kABhBqbI09x=vq#-`GU}FT*0bYJG^i4o z4V>`CiS0=Z-8Dyy>A=+Yg6L(o^kXaDEW;YC(Gal*Kf_sOSP-xnFo3Ot{?t`4~$ z3dxZ%Jh#}x844EoJ76i>5=OVsbsXWx@O|*)c{=r)3qr|h=LqEutzn0rSo1Gj4cLr# ztU5kIv>NJYBqZ0aZ`n02jpR|(fo}EvCEBX8|#GnJX)34+7QF^;Iv~nNIwW`~o``nZsf#l~RGl7IeB6E8(KQS18aLG-Zl>>xJm7tJE3LS=+Se8UE02ai?rIaI)1@dMMKkj@ zU~Wb`9E@?kJBBZI?kB;(+m|?>R!8toe|pIzL9tgZKc;i@?dzugU))g|EqXyqP%lDh zeq$+u{fW#Mtf5{4bN^XvlC$!XiebG{*hBHR08Z=}0zUqedzLizAKo}{4{qu#=IeTFY$a^}s+qpq z{0$N))@Fw=P67>u$ZhjkJ(>1~s#VmdKCX&7KGj!7HYd)ezt+F%^%KB)*Xv23Zw3HL za3BKs5W)%g+{yu1nH}vlZdehg&^w6XCy>vQKxDw=4KIiuY)7?@0&vB-lmzOSEY!aL z(Nm#%3vz)3T4f`F;(k9J5>w)U4Jp8WO8mwiV;Di1@?7>-%UWB5kue4-fc&sIgHe@Yq7xI63)1Fr%;le)^;n$V~B&f8L( zv`BLqPm@5Czw|GEA%S?D!-)8W6R{Aks#_5P+0_EVAF<*Q`y>!8?-vVok-T*+A?Xk= zc7j}4dILSP6LDq;{F-OWwtS?J@sI_mMKf8KQ~)^z0N!K{@$wnPnlu$69@sKBiYKH~ z>1f8x9nKp_ww^uvNb63}6C5rWh1ltVZUImaE3IjfB`XAL`xZ$Il7|zH0WatozfMC^f0O$!j z*@v~YYMq>MfF7;FqMrZ`7!s&`z8bcW48^5DQBVvCM35zc5R5SF4b$)9%esL5|0ZMq z+!$+nCVpL+XEz)rEhdsc0JL$ntE_u2sK zG{C%sXam$$@D4k85&8=!gTR=s0mBB2rjQ`if-woS(~*IHczKrt-(!KPxI_$M4I`XD z7ViUGQ$kl63SbLaMCn(=%T!?jwto#15D#Xj1VGMcEh1kenJ)1%Ic$grFadyWe$#!O zu}?h){WE;P;-RHzZvp1}Un7QMR{q)2hq4EOsQ_?ura=}kEW~e7{T93-KpNPu%MB2K zcovTG|Jf}JP}D=9CV(f=cJ=RDtSxXx7XcQGfP_`==-OpkKB z2pjB#avgHC496K6EbP+)!s`ChN{R$h1RM&8heRfT9tMfuk0%mjaoR3ih~NFu)f31M z=ua{B>K($5PHcY9FFF%|Y%nV0c!QsC>Vg4uP8AAWsmVCn0>&TdLy7MpfiM*%uvLx% z*w35g$#@I206&h9wZ7)^G9sMj*oAZYf>#VPw!8p}Qo;<{e+GJYA%b@&W2EQgPZyU% z3Qa3_EoG*8H58;gOYKVcc~3I5Wn;Fq>qsD*b#`CV6c;@Ip(XKI6P!qq@&SJb(-xO! zEC-l`T0}4eFJeJUf9%LlIDuhGKKMr-NBthHHK3z8V1kjQ)a^qq8GDE1$IJ+3`aRFS zo2F357OD>Bi$p7mcL)lvIS*XDYT=g9%9BTDy_&Hrvw=7S_{wAzsjJ|rE)at)&S)Lc z?-s5Lc0F|^b`$ke1k+yu)USOZ{#ZDf==xkVLl;qT#s>0Bn6;OvX%EaPSz_&%f~eIx zih259LdgQ_3I&KJ=vB?7c0wmU8<FD@s2PZDN-R=$+jo%lioCSr}2qo7jsSuT6c6V8$BYh@b(W5+mQEa+u{9+gc_>Br^Ttv4<(|F?zM0 z;YjTWd2iYERAgGZNzs(40leb5aM7Khs}g#u&gnGQ%0LT4$C#tSoN9mA_XZ}~HKp2oIQ7*H7v@^J`H3pNd>WO(w$V`r%l3E5#C#YS&p)`r&-q1e3w z4bjmlNHdJG=%n-Q8T&wvpg?WzN{Y;wtLcHwG!1IsLl1`9vEqmEI39!XTJbqeSC0ZmC>36M{iF&g*y01`AfTL!ioep3sz^-gYt4icyemC3wYaJiQ&D@s39H%sEH`wI%SNXqK zohmjACYJb6A0-cFJ=Yqk3r%oH2_HY}zjy^+euZ;RI0(y`V+%v`VY=#HPI#(;dV?z- z^p833YtMY}n9@1Y@5V!1WQvO|aBUt!Nmi;a*vjKRQQ#&&N9;}EAs*)iQq=0bm~PV* z-TU6a`N_THtJ`Qt$_-ESq<#w8G5oCtyHLSk8KumJbadpBDQBswPupssBG={dMcoDJ z6d0aoUY3HW5(#W}s#?`%Ju9#tUk)GUj=_+_bg2*zC*GFM(wS$a+qz5LfF-cC>Svg> z>gn5=P_14vSNbEQs-&=*Vx$iHI74`7*a7~jnF8I7SMlMCMxQg7?2zH9dp?`%xHn|ncWt9P^OE{e_dWH6V^q%=u*8gW6>Al zz4zWj1?P@0RN!5tgLbh39{YOJr4Fx(;9z?>;??xN0O1@DciYNnrvg)dCG2^V@lPTC z(q#jdaUxHR=i=WWPm4M%A<=&Rd-vV@DO)V5Yu|pPeBwnh%i;KX(tYFBRDR9)SU{w1 z=huDzrE6W>-pCi&!O@XM5{S~lx1c_?jkULWgOkH`Nx<2*p6BR=mdY*$M&m4N$opu9 zJ+ha%O`Ki5%zoN}1{eA;UhI0^5r-_eSW*%0q z1~?hZ$9&0Nqekd8hfdKSuc9263h-2?w{hh}HBmczOg%<82#z~%c`{L&u{oZ3mDyZ) zLQHI-7;rc{#VddQ5}drsI*1$$O;K86UU2jvvU!M}V1x&p5qACe4J=)LX3%T76H*?; z9&gtjj933X7eVunA&mMTW4|cRN@0!&%x|HJCFz=^xW@cT?)9;!N686;(%2PSjKkg() zMfp|sJFf<^BPM&C=PB+AHmwAMj764Rb59~3auF@lF7q?b5<@P~(v9tD@txj?1&Bdxs$k?Rb zb@!`Pa`{mmdh-TC^A0Hq$Nhw{YFJChxZTqf%Si9(!Bei3^{i3p*Rpq>Q5F#Kb1*Cb zPjce~nJl#@v;%a`*Arh$nDQmHMX|HtlEVqn{s=5~X%>Fsu#U(#QE|*yc2)doxkh7q zAP073ZYRSsnptS#1PGFjp68@P&1Rg#!9ajJP&;EB1HI?`w4f~P<{8g84a$U1_55{c zSX{(h%B*Qctz(W|qIUVI(3SYna_Q$r9`7Xz)+Z($3EzL%?ndcfbtXync*D?gtWSoKw>(Yvj@;#@NU-^iB$b2 z*kKR6J;>rQF3%c+Y`dSw9+2^9N-0-)GA#u<*G82auXd2Hgj|V}LySpt=vb?t>Aq^{ zlrQ!JjMR}DX<|oOL#A_`N-4_*s~5!CJ})&lyC1N0zM2uCc70J-#As}jtezBIUaO{Q zsBnJ2_{i%XW}u>)tD)PdjM<0h>SN)>0uCIzq0F#ivLny-!s`^bH4^CjrjgjF+u%(S zC`cBPS#DMKs`bQp*k3qr?ZNel!{HqImpRZ$WhbY<|Eq3Gfx1qmi9cOn*71{0K;FXX#&LxIMn$9lfK&NF$gfS1S1aJx7#rCx`vdWnc}RSLvFMyHAT3zHP+J-`?%1;IwA0mH;0R&uHqy%>~7fAa1Q!LjldlXV5v zSJ!ljwOkTtN{xO)3%knSb_8O#>XKWGZi{KHoS=TX*?SzJeZ#!?IAVFSHIU^S33L~7 zGzyD`5-%>C2Nrw^(TRA&jx~)rjrk~PkI82k<{juU0003N6#RHss}BfRK`^1-7DWGe zzzSl$LFdOo|IeyEFo`Ee_^av6K#1uY0oIj7yf_Ff?ZGG*5IM?!IaxV${2s`pf!$M> zLNwO`hEN*^DhQb2+Qb@I8w8a;p-n_As-?B-X6^A1G59tA?*I@HP6NzZXuHMUat1&J zh^4?nNuZT}C=mO4gen~N2`8Y`lOY9VUPQoJqXT-&CffeC6oEFdy;VdiESmLfzUs32 zy1*XK0eIkdM~LHni+)5G9H-JOO9Ckc6Hi>QIkzV(hmT`VA{4$8R9`WAtF&RWVz=}J z*zx_u8}w(r9f<+V|EM>597_UuYcH!4P)`={S6f&CepP`eP3oV1W!s_u==W<3ybpfb z2A34yp;>{V=rEJ`BV-2a!X_bg7=5MA-a zi-_~E!4$y6efUQ&{J$&m;h@ck+*cWx5S%5^fAaUR0F}R$YKQDCBYta>_57;;)bBd} zuGmWu%y7yjY(?q=*uq`Iv4y`H?YUsflUlB>v3h1;7uyaKwa+cOx-_a2JY47NvaF^V zmD=d3ud0Yc@5MWu7z*+SyIH5 z#7vB2B3!iWY+4za1Kn^kjIhX1BCAO+syr0s z?7@G=%%ObmBC;UrNQpq{f9m1o72tN1R8=#o;Wn@$qIpyn;hrk-VMI~569JYcff!6- zR`x|Hk3KZ>=H~Z&@pI;3fxa&ne?k_dAy8J(DH`L&ht##pE(y9b)8m@%Yglb3WqP0e zNJPgr0abg+L^hUNg>l<*$@Ts1R>kk-{G;4H9_I`su5xV?24wNg_(s4VI=kjtR#JD_ zOUJlpw3nxQ#fJK^tt;Onvh!!DmW=hLM)=Ed@vX8ah)~gH)vWt$8@`Sls>#{ce>6e+ zijnlM$sq5`{ctdJD&(E{rAS@9sBL(6LmiJm6}*&`B&TERDE-IBMBjlA!R^IB@ zMVIM~2jfcthOIG89$m5`#)RJbQ^ipXx?zVNZ;IV%7aqp|K1RozWuk^l#%zSA6sPbb zEAT05VEA7F!z(^Sg+J-|Dcy%Hx6E9Z?H5?S;lCHJ}ZJN>QEkYFW# z%tI7by`62EFNW(r7cx0${H0uMK&1)dEKy=@M)y8Si&b`tC0CR}ax0wHL+kLYuO}ER zIA_MDoIQ1Nd0;_%tl8DIz`SjEdaC1U-H+=mvq{fzPXobf99rg)9g|6htco2K{*|-e zbFW|Y`1#&PdKLRUu8a3wr~wP5&lx}64NgBh3&Ev8Y3$kf5}elKk*6P!ULt`;A+3f3 z>L4HynGe{lLV?(P#rxrf-QsqJ9;@^&@0!BEzx`HD0+M~oPj?7I~l>gkhfAY zGOlvqp*>aDQy`1)Q{MfH-+q`1J4Ydhlc_LOCx%Y2eD#umnDv`7A{VN&C~oeTOpLh1 zAy0W!BiLwlav!0ZQB5c{s%3isgwn9xcdu_66DtFQ9)GD5qk190^tmU>DO;^27fr{e zvG}+#Mr!)iULeiQJi8M@dILv^&coPG&h7&Aqtc3b(YezchZEQwm>)!T*{8Vr$E*o| zvIqCwmJ;QN!TWahh0i1Q(p=Dpb^-`e?@*BlX=T`B+cnt*wxk)uyIwLx){*U6=2f{F z=+*d#x>-JZo;k%UWzxNK7yCx_8?&{UKl7g3Z`-i>5fp7e0Ag#LobS=0Is27F}Jh zGMqii?F^R$Uc_*~-Q*0oea_>3O6_Mt>O1J3n3ZldMn9tvW)J>g{gbTbgl7Jek9nSM zVhYdjw=hZjBhhA|;|GR`j$Wrx^ab0F0|&>pn8VV~xG72GAq%YPK<8H5uQRVUV(1qQ zTG-Z;Wak;HV}O*+06v>h7jOfwdJpZTX|)T&MdR-JlTPLP!in0PSh^Z>ypWdST z0uvhdE9>iAuMw-u=-&yOJ-S$Ns#>X=c#Skz%*3zU`zWsfB46uPVAs;9lOdLPujFFi1$pks$Me^3mGy)Nb#YxZIEgUhRdQf+1b zLJqot`pi|=*18|Z&YBMd^alfP8Hg2PB}!i4PffLt>L?Xq_p*xZn-Gzu+_fW4$vjbY z*W#C+K<>pq#2FW)ZrC3Hao?D}yi$7TDL zdpQG^Ga3z{T@%i6kZI+%$1mKxuw+>e@_XJ?QERWsdnR74(p`e-7a_-)A8hNSxHV>A z5ZPq>ksGe#Yfx97)0(|rZGUu$I&Oh1S*~|60rDuhRQ!U21kOQFI{$6A2RBoV!V6_@ zTj-sU##`Z5$x(4>eaLGWx)Wc)eM{C=3P8H0suvJ%Zf&v+!waKAu{#km9bdfi)Rg%# zAskbOMZt>)Rmx2XD`CeMIvvXVRb20Q4B_u!(r zb@7ILUGmR<PE}{*mJ#+#X9oAU|1o&N7OiL zZ)+=?Yj62}4Qy4Px4#pwz0)wB4Y=YJP&avqIFNyR)7^Ro(GK|OXEkS^wk&PriWwv= zYp!tU?2qXjr1MJ&o-d$gxTSfmrm1CTKHY_9HbX}~N!3q&WE{Rk6x-xFxv1BZy|~fw zeRZ@ke*X$Mz68h=@!B;xkMd?YL{~YgGL3ikO@wLjM|zCNnD*55u8|ADuBLRQ6Hj)C zO8IdXM;}uP-tBT!3RUmGS7TkP|tyDq493x-L3RH9jzNZBig7M^#jEu2#`)ekzKP zjZ$A8-$vBfWF69nx|w7lXKW%w{4QwimW$(DY{dPYo|nkIONQ+Pb=n7x`352CXX+8LRsJKug;$@qRiCVDrmF)GS-GF`4LRk=FA zuw%yHU6)z4g(`gl*Lj({YMzKw1&lEFn2&Z>yzGZkfgUqH%h_}MWJtNeE8x|Ivo*u6 zSmC=NAM)eRB;CC{{~1-G3-PKz);`mo;m_r;3JkKOAWsZZ_2G8_th4uR|K&&mJ!#^f z!OvNus^8!r!_Q>BI01{mM;v8rmlNL#B3-3qO-UeA6bW>4qD8noK5s}_MgZdY0I-~a zt=0ji-;38KS%r-;-P69~Cj;ZK#WtdBe-wP)wQ zzzM9%`s%%1!i=rwi%t`j=-H}G`xfk~Y2EF zgi%p7^fxNGmZHItS@Vco>n}D9xm8%*JjQjaVG$ zfQ@cK2a?egBoJ687=FAVPK?a=ULY!L!Zr>eD-W>ekm2r^NT7$-B+#%;ac0c&?^Fjv z3N#=cz%u-8DFUXUV@uhkPQ)(j5Of28S*vFYFNuaXTaE%@k&0-}MWDa%DUO-sd-e z1Wb5AeF8olmB+ioslD^foSHb3U%jMfiID-oL%>t|iI#kv7Di~}PAZX63%tp!ofD8g z_p(ifE4t6u%9A4Zrp{Y0N|_VLW0>7kSct-}{x1JAZ-1CqWpOQ#V7x&BUEVOi*gRTF zD`{6vr`)3*r=yW!A7xqX{L^r1{t|X8DV#q{%Y(t}zBLEByr};BPrsZfNLytBKjVi{ z#k0Txr)ctjte_SR+=o_#ods?Fkt%{1<$E&UqKbPXb*hH*BFw@FH1}pgcZR|<%(PX( z;p&&NVBe8tzGJDK9vwFepdS3*7*GPM6(_i`?46r3=Hc zM;&J38lz$DBv7dB=E)1kD)f?^{cIN5S4AyYt~-=T!7mSYU)dr=iE@_p&Xt&5Z|qu6 z@LVbmjtR>)nCG!8c%2e9`v3_G}vHy(NH_|)yvW^{ zQdck{68y9LowIneqHJ)p^0feUjik+yoD2HQ+mI*cpMQ--d%I1F?>XHnyG=nuPiszv zZkPo;K9_3B*=MhZBF#Dzhyy{h2};v!S||(U2feI5Rq!8+^qjJnhQv`S+x(1T;Bnr^ zuOa&ZpZAcu5dh|8!%Jco;7$)%KWm=N%)I2m_!N%Bg;ka-TiG3TzT5=w)jc}fhXLEK zPcgLLl(;wrUtYr80&ueMAurEjq?0b%JW7HlB-m-eL zmcT75ltyk#`QhcAL4ADjhNzVOs7LCJu^Y*YjrH%Xt)fD8j}5?r4JoZTYE{yTUaG@6 zdmfGrPI|CGLt6aC5{HXEcCrHzK9lsenYXz6*)zM3u?g?A;z1cnpW+kS%PVCdsI`o3S|YH{nWeVfvV8Cq0b49oK-KP1QHGvDz8ls>-@HR|CWUAxVfP=#gG zD3gc%CtS!4v!(JdC2E|Y!qir2+GzCP=`z7h5OC~!yLCbNRjPcz-dD(PfJe_?%V@t8 z=RNayUi}OYA-CB;a_0j4lIO7{7i_WL00xLF7I@-2v4T=rthMGDS5_+0!ZSrlAK9<5kr&Q&-+<_(6Sz9hB0jY zDf5{-5pZ>7B+Eihf5Ae`VBs0`%?d4#LaZR{fy=zA_yOV8pO}eSx7Lu7U@zrf_}D}U z@-2T&y<@cU@&sMZc1>pe5a0;09-Bn+yvcJhupqD8@-^&ysAA?5*li<<(rW7Svfcew z=BSJHia^x2%3d?Qz1nr-8)X1?V@+RyD(6RkR&iH3_pP`u%(Y&TC`Dy^|Bh;kx$hi> za;P<#lBl!?`c{pmLeoaA_E=`^(d65eSl;&ys%uR~IG3!}?y}`M7Gis$MxU`6LxsfN z(=P8#d3{spg&*Bwv3}m^W?i3l#nip0HISpZ9_9Ht%9zk+E!yIvXJn`{(ajF=hDvc! z9AyJk4@Wr{bg_I9vlA@VG24p4R4;n>-r^q<`Ra6L{Pt@jaAb#(_NBI0Rz|^-kwzi2 z=0ST^=LUy0d5%XDfAIg1JB|ztD3+Ci+4v}h<;~j@&kb+YR!xjdbqw9#s8T4vkKZY7 zq6*X96oeIDH&yKmXIQ=SONz)*Tr*ihw+t8kz?0Ml$1$`Lgyy>9?LC~ppT2#}?qaT- z9fCN_%SEbuSV{!n+`Hj=$-!J;0-l8OxNmCx^S;mlXIrd41Z_MSu>D28JLA{}WYG(r zc*0lcdbM`6ZRT4r=QH+6k6$#C*WeHPaLo5cyC)-mH{afCa%diAy{@&qV>Z-x zmV(|Fnep)JDBi`s$bKk8Xp8k$Y0eUxkB&p?^6>Uu%Whjpm?NhqR_dE)I@@loBFDX% z@3S0I@1tiqyPAUvRv6ykPmTjHRfE&GDf0Z=r?3evP%*Ta-T+<=JzzlLsuepA;I&kVVx#v zEAI}jANiU`^7RVXxP5QDx#}m-T5gC)XconAA8uR3IZl1bFdO{@6UzTdtAQ89h>AfN zdi~2~0)C-jw}o5dSBgf~2lKM)rho6j5VZ>Sr+Np<%w(`>r(h z(fEwqualR;Q;)TaawtD*qi){Rc1xYGh~tNAjn_H}O+FfV!*FQ0H+Lf7Lrr{B1*DK& z!OW*I_|55h^ej5G$6N>qC@L$5!C--wkpxD*5Oa+jlxNYeK=Aj-$07zgHDomBSgzKa^La$4iAip{BG)^46?7S&_MeLCx^|w-sFgwIl{cZw( zU*nb5*^&CP`ou<|*C8C?mSY!g=@gng8ITxq#|*vHiEYJYv^PP+_UDuqAIvR3{M!57 z=axDJMbMKPh)o@)Z#^z71?_$TvmnR{Q+HP-R%@yfKUa9j|~GuKF3JGT1l6q`;w+H}iPS`q7WVylG8>22RC; zeRmWa%3(N&jiF{s3lG7)CwLVAr{xx0{&x|?NnCvKobwZw8D0@t5LNeVp78gM-c&|B zJf}CSJ2X6lC4J%E(`7W}eOSWFYvEB_gQu?xPO#>Cr%Lu4(3pdVYFFu#9PMH$oH7Iw zkvs}36e-v%SEt!+uEl{Hnvcz=j$^@Z-TZU*81rM(B`h8j`|HYOQcJx znYB_Ksnbs8K6{tcY>{# zavylzK4f#+y~{?(*f8K}xX>x_Mvfp<16@}?MNA};h36uV5V^W{xx+q=nuRLHK!q9w zXHZ!zFE2<9>GMX1>?Gz#ZRhui`5!9liA2W05==~4>Yq33XvH%2oZb8h{svXi`2m1) zdzCNSy^t&WMYk>HG+FOox#Mzzt`SlC@uc<}g%AI#JWZp05jX2;9^Z6Ue{Qxd*FXN83_8gzRrg4p?DwBcQ%B4jZZodN1=oBoC{~h9& z6<|`;AWlR^fFrw#fGhKa7<@e94JWFZQ4qfX_EmO25WIW!`;4w3EqdYj{3_%C2ivDG z8-F=33c<<_Y2~gEzuRY9S3)C+%Rpr787*u@b8+VwybYZP9EvJT-Ux!hZ*%O=a}wwn z?5qR;@>S(e@-(I#QLy#NRlx&xi}j>cp?h(Ot^YU-Y?$t^f$hOD-(`NUav0gzt-+(f zH6uB&QpNR)NdDzGFJfNm#%5)9jPW~=;df|_7TkSK>ro|UCv5v?V~o0Oqn+84=#MjD z9ApX^nWcj5$?^PF{-bCp)5g5mn5q8cwh3DI=nm?lFZVuqgNRmu?o!KZO=eN5f$PU)gXnEde2C9? z%6E??wLmm$S263eWU}x0FEcFOl4yCZn8N}6X;k3)py3PTF3$EaZtUt^i;MQ*hk?-| z4=zy*>t2C|_&qAeDs|D5&3hN2C;ZOXMVN?wKeu=5yx90g)FP%l{3_NwHT%84M1FqC zSFv(Xq6LlyNWY_ezTiOQ#zvpCRQevBmv7!WZ9tZ1Lhd1_1Qi+TYaCy#WxT0ZQNg*C zIC|MpHZy2+zB}FZ!c+AKN8zpp1iV@#Tpql6dBX6l){)ioDd@*C(+;9!l?%10H*-5B zqDrK~+1Yf-vC#K@&S~SSqVNwGkoA1lY#U_&VL51q^> z#wAt?pl?V3?g6nT*enqKzFoMV1qVB{6W&2%i)Q%o(X2bCL%@syJGb?vx#%MHhT1k* z!76*jTq|Dr<_Vu;&wVXsV|mW6E0TElOUm|bphOKE%{ksRgELjFNqK0shMl?p>fK`K z>=ADc3FKlU%Zb}E)Bk3teptFE5qhn|fY5#5Vxag{$UeKe-UX*24UI*Gv41MDY#Cnn z)s4<>)K;=hUGTq#Gb|i*J%4h$?s{y~)4_|pjXzh;HVOlo+3~G=(KFUtbN`2|w+xH2 zZM*(KB}77yZV3^Fl+F>67Laa`?(P%p%PU=M z6E*l82wSS>7vlx0&N_w9i}Iua#CWu{$tF^_cfPciy~n)`-tv638RD&acGKDm*i7xL zQi%`1vF57CJH3cU`Fs{qJNgKxzF~XZDD7L4gU*Y>TTD{i$8BJ37|uwrWZyQ>#Y}L*_zMkyo}T4h?%!~ zf7iJY5QrUfk8kVq1+$*G##?>W)6czizb4LVO?kU{n;)O|bZ3YG`|?Tk(KY7kV`1hC zo7?^x{2{78CMQoiy{fr@2v2eLGPL3kfh23)rxfCafHyEA6-OQ3F5#9}X)0uU-Y)ME zy1jX=qoPZX31c26I5Wgw365*#mWthkEjMakj#Kq_nc7&~vjT**;i<-94GdzFQX7Bu81uF=SsAXu z{zld`3XZPmzFWc@9U)zPGcFBG1ID}fb@WyppbQY3dncBS*-b(5|sN*lwY%w6F8WP1m@Q0!5yaxd&CT z5|o0{Jd5RH)}Dv3Z@6Rp+c8g?UBZbPu6wl8DE0u?pTjIo-388q-mkaKT{-P7ufBK{ zkp&dUspl)xeNBi>)*ie-&r#GTI2^J0(aU4q1{fsoX6B$0PslaR^$&1;JA_^PQCtk( zo=S&`n7rt%SRB|B$6@DsOP?ckQI$ah%;oxMzMt@i`BSg@bt>7Kqd%*m0?%GBct?@n zjj7b2%$q)wdcu}}ep%`PiL|m{FLC^fV!_$-X9#{)Y~b+{B%^R7F>SJKxHza6!ST}i zO6a>>>U`0d6;&f-I6Yg>JAHQKeptk!)LJNbpw^@j@?((Fsf=nQ{fQ`=;puTW+F;L5 zU+rS3IlLefDg2{4VZhnF(Wi<^R9KUF!_WH8y@B5&uJ8Ma0}EGk*ls#5Xr^Z>(q364 zYOGFK*}@^$6C}~v$yc+Ww@fNDENm+!Fvew2*xMcCe!8jiLF+?-36yI;YO}#50Ot#& zGv#1or#V4APPWlLLa9(FN>fARsS!YnnXYa;$Zp#@H&#}2+hxw1hM@xjI;yTS`}rrg z)Y6+Ta6sMjkycg(A3wH*lR-@Oil&;&l<;p_wZP_+r%`QokZ85d)fR_;t}z8wO7_>z z{u{V6%stfydF`%3Z0W?SPa5p7EZHhgC~yRC<-eQ{R}PIzCFvzE2^7dG=FhlGXD(X` zJxq(^miZfKYsIp1nPUqKfM)VeA%VUx3fOC4@Mz{PRHXCxqB1z_5zXM#BGjyLW=&;= zPe>={`5Tw!Unk%#F6}J5iqJk9d;?$U*}`m4h98H`Y*1w6` z);%S;AI{B+6l1j(!_fX2=;J!7Q26>s2&FX18;~(~t zzgU)(K1Hu4pF{d%DFS+w5!CXlOf}P#64*XLWzWD|yE8N1Cw(JTgnA5j{Yk1nR7aw9 zzM#;EN5H<*A?asJx2b4j17_Nk5aaUA(N#3^QF54)D76V

)MG6c6T!fnJ5uOWR?< z(EHSmssDVxrcKB_%QlkUo_-voQD7L>^0qCY9Ghqg_66L`$vaE#%2qNc^rP&))i>7k zw6GOn(J$l*jYCjpS+Tl^Fgviyp5IzLy9><3Agn@Qz;=FB=vi|AMKRMGu_KT>&gpr$ z?OMNtwNY0zzFe4d zJ8-_QnYq?NvOkD7(!-%>?L9Gt&m)lE$vc6d2Xf#ynBQRH#CF2X3<}shQ`$0@V0hn; zo8-rVqib3c^vI>%0kSb9wvsi=TU!!l2vUeyz=JecvGRfp-tZvQn-kJ%#l8W_8cU84 z@APmA{Sm7+IF8dR7K_J?WSR``BTa9=$I@}^n(=3O+h(tmLu)9>Z&lS0v$NwNX22Kf z#w&Eq?|n6)VNiCdcU<2BXK=+DwlgVCGp4M#tnTtS&5Zw|w7Q)6m^$e>^)%j7P4^A3 z?5_AT&VB)|Sq^S>q-HgN+v(|fM1Rn{_AV+qsUnyN;nyRp- z?968JBR@5MCO&qe#?a5d5X;88%A#0Zypirs>A;<=)L_n$*>Dv<_wwweu}$l_@yh)m zVnj)NE$ic8f{{*zPRNaj_0=p1Nv-XbbJ+4dW@l++;f(zd3V$Ieq!_v`kJs)a6rFcp z5^Nw=*y0er2awA8lNZ{r-9mWv-Xcl6$oic<{)m{|OX@)V?)|XX2B)2)fP2eFfAyKe z4rZHC^BvEvm^o3AxY|Zi*{r13RLwNOPV2O{GYJbPe=LaP<6HF*O%IZ#(!e#vNIMam z?43egS>oZIXlcGTZqAzwJI~=TcJs6Nc3FXS&78)(+(Tn|2abDw{W#%75Inna4ARG#?N?yK2Mg5 za0cDovgLa%{$3~ULaH0@_EY2PBTcV0b#HH_Cg*u~20#6Xm*>r#&mKRVcd4ofLC`+ZFj$bGN6c`@cU0wa9n?3PF0|B!ix*Rz!UR8%=A8oNMpmptT7AE^)X|j2 zv)+s1cz*VsWu!mYq?S{Tjh|i0cO2c-`R-7o{qxfVSJ3k#hU-frD1LL#OcFTg-KwncGVM(mqRBYN5_?DE zV24qSyEpKwX9;6lQ^@v1ZL4>@MnE;po+19Hp8#QrksVJ0nWnJr(|ui+_q_?abk*+8 zkjD0a7N2{K|;6apBWJ{Z}VjdabV z2N+c<;QFfs4(z=;Ma1}nw^qRX1@bdOA zN-eMZWglSN|KLsY=>HexC|WH%r7x4?FN$iBk2PR{x+CI;;XOp8(r5vX`LzeD~ugl7{UFosXQM+eViEL5sQd76=LnM7jW~fW1o^$MZf2_((9Zc@^(2V!14~N zu>uT(L(FQX>*-i>%zd za0(_Ls>%_2a`W4dLo)z-Xge?KdTxlySd}G4eIX{Q9i!so8cPdLNM%3##g#ci{fss3 z@rW49I~R|4a68bTtjK?q8l&+$dyb2j``QWSJo5HQM|g-@CS%$=tm>ieXa4DG?V#~w zuMD{~=>afd2fCK0iKH0IX?lW8ix+{s9guWD-HO3b+??vjITh=)f(2k{*=Sf7C-!vG zof1}|ISPG=(vB4IReR+9OCf33jPX#LXM#bVEl&1?_aAJSg1bSR{In==2F zA-cuUMx}W~pdE|#CQ_@3qK19|T`lm89e7QH^&xf0!A8z~{K)XaEY~S68qZA^F;NT@ zjrNN69(mSzMbetv_j_f~@?HnD+S;zbr(7n1QHe9N%>=pXeA%mhjTTJS8=5zoYlm8x zN@48%)9kivzpepwESgW#k36_4)A_c1kZK|QjcciN2c|qov#fgHbB8tO9?>)JYIQb{ zqfBy!qN?-SUSc~WKAVYM%G5!80c&WkVte*TW8n7&9P;i~iA05@f;D&r66a*Ft6s8VHzBg9fraHJXd=Y1^O zZ^|fVQPI*>Yn>X|>{9ZO)I#fO3VjtQ=tu0STwv&yq+uT6S44%)x^!>5*6mzMbm17T zhP)K>x25gv06D~p$vQZShnf8FeZsWf_YV{0B(mErA-j&(Ec!L-EIV5RM3#jmu%|0Oz2lBm{7D40ghm&I;l!lD?HDtr@~qDpo&}25 zh^Y{N#uyKb5v*#csz0PsT!vb6N;|#4CXAQh*s>XHa0o7x98lmaIG&CRLYGYE=f(0xL%b8s-Kr5Mq<5=GQS zy2q_1#^@RO2_YR?+0gl7ocD;BpKrc(DH!4?N80m}%o%rc(Avr-yHR>xOygyxlHl$% zZx%^f@m%R2vuMZKApt?88+)n`bwS~hHJ9H~7~sG9f}`YOL-o7Z_u)Hd_aI%3lJ2_# zD)xx`jtPd4=TDZUp40{JuSM8KlmBF>W6>w|>PFXEcfFfP&>M?bJR|43ohDmG6J@Z{ z5dQT{zcx;d&ZT6qI2ZeZaTt1SJs1*MaLAA;r4HS3x6{2=<_5uje#(NWLE z48TGc{Lvm<0gBISCtuR%V{dprx|GP~OwTN(w^nL=(4@|a_P!pteIvx4v9XtqCuWeD zgYopT>hKrL2FiKqC> z6RyqbF1Y?&o?Df5iutsBTMRRmJMn_^b1F#}@{3Hm>h|i13+5-Kti~Igp8&Ov3zFhT zh-GZX*8Mc_6O!y+ZR4QMb}u)-ZQnJKGi=q1xDvVB?Sa4vuldp{Dz^JRn{P|AyJK@v zC;Oife(NSjE0c<<)c$G`7BMLL#`!7cK;FrMjHJUrz6NEdKsqyh8*R(EgEUPSFW7tbEY8quW^N{k7^-H66S%@RO|~X==Z$b{&V`c$gl$vbVMR0L|Dy-^v>&c;#~0r9aQp znYcP+$qSF+NSgVrAZWo`6SeTcah|qbtK66Sl`i^f^E(+2?_=8p8(s{K@5j#aF8gmq z=+_4t)!HXn4L%2Ee8(!wDiXL;3*CV9js&l9gdWW=u;Yq$4S;&!U`wlP!5QCosu_KK zeJ+PX6-$Ot>F&X;wy6`g!Q$7QJ+;X!Vb-553L)JA!N(r#$y<Ef~VagrA;Qad$NXL zb^cR~I@sq5s_Tv!n9;5y<9CPFb5j9p?#F-*p{xSUBA+Xn7A#4%Nzx3OxKQ-~(G3DR z{zJnr)=G5RA`>6%pBpB9Sm#>lhI;M^0u3dXMbmDe`*6CBdcK-|3$$MUGcxSu+o0Fo z3*L9AjlzvU$f+pFzmjW3NfPrF8~U?sBAtWJiglo!!y#O z>_zh0e^)QvepLhwo3un2kss8AXUDfS9h1aljOt7SVam627Z`E6DN94Qx>R9%lDgX| zeQ%p={p4ZM?+raW)^sNA*B1j!-Fb#Mv!C$A1w;j;BHX0KPRfNL zqL?rKfdPCvuesqzd?J3sU$A%8OQMqps=WYr*sbNln(o7RDOMD1+Od}Pmu&9^zw!Y` z8k5z9$hWD+k>o0|5VHD2>*uycJrEKN&V4Sac{)M33 z`rxbRKhJ6)_Co1C>X0e8aS)q|pX}(;NKG29nI7(U_X{GTm}KgTk^nQPmaLQWCOw>h z&=z;=t>LagCy$#&!I)@ro0mS1qAyQ+JwLh-{8h>zl37@aN~ke z^-rQNN0eT9esfFiYMrit>4)Pl)o*4B&yfU{Z?@k=7xrRR%VZSvx>0C8IO#R%UO1hUmWkJ|w>tQ;m-;c`?1(_D5)Hw_P1N zRAXj64>z(V*w8`V*qICG#e1L)-j6JAracNrFoZCKa0N?ZVN}C9MUdqC%KAWG20UFC zQ)z8@Yj_8JKvBzSJAQD)FqbHV`Orj17)WC36#@kD|6gjX`aa;l4dEexVEtcPE&zks zHVyxU!8CU-OJiW>=5_zkr_2ENgtq?PaLc;PqyboI65vg>)1M`HMyM<$Ef*hb{A+=Y zG2Y_$cCA1~DJPx|0e}rREeyQ>D2SrejRz}E&649Z=s?r)ABj&{DRF6cBWBz zV1EH#V=4)S;PhwiFy@c*e5)2uyh< zf`$9n4(b722{g(9y0Oq#0?@7+y9ZgoLkihbSvdOg4_7{p-By|T98jWkEe*&?(z$=p zt-9_uhXt$6Z2Z>;NuAuUV7f(Z$~-p}=`E{<#fJ}*hP|u&v#y1tYE2$W*EBnN{^(7= zFTY$!KZ8(75~{x>R95`xMP(vB@)BkLlNC-Gv4@M6ey^WHU&?VU)2yPTT^5!#!US$- zs|*+PkQwkrElf0=PuZ^j?)J0-7}j8#BY7@ zwGD6{Guy=7ywk2~oLdAm&gp|*8fc9hrL3dg%;#X$DAz>g9{bUs&i8eYBKU(Vc2CP~ z?4Hq&*eG`gceY5MT~>)#1y|%El)i}=pY6-g&Koi4X+JKwk%m6hM>d`bRhbN3R8_Rm zYyy?-P_2%}H>;+?Zy>+66PT#flja#^bk%F}%_fcj@6w0kG*8(Y$8zi%NBXYIBR|ml zm%Yws!s;^qA?BXdUo-#4q@01Udi@mr|Z9OX~ zrp5pEo}PU%ZAYnL_*&>=$7*M^q1|Mk9L^t%r-cfl>QbCsf&Joix3ys_V(Pu<<4(|w zo?fFc3H15b`nM*?$%_)ZjkDKU9>h?tl*3PHQxxI!3CdY-x20|W@c|saIscr4itd5C zJ56{@%!q=UoJAB@U+?21wV=zu?Gj|Y99Lc*B};+(p0G}w@_;}&4ilXGd_jRoX(^W& zQOUSV(7gFoDDW~@z9i48(^al7yAm9^;K!m{@+N|Fg6W3`YOMY4X?{zSjSHsQ%8tyd zJ+AqSQpGK3&$8ZQhH@jx>V}xX;>iV}tTTOc#FCNN7cl1@-`z}Y>mZruv=>be=i60} zBd8NZ5PnhMs{T_^cQM|K>;1{L2@Tv&ENS1oO?yKo2c7R8o^JQRoOAiSJfEcu`{Db_ zIj+#F2#tu7qi~uuk>$#r0o2Q`(urT3N)U?ur@{Ap-H`jGRwU7G3y|LJ#JQ=R(wMcI zn>zlYzEdy!oC;!s+VNd8zs4$zhF zhh9>#h7#?0&Ueji4P;5!L`S{T4Qs( zf&D&eyQIq79gSkvZA>E4y!FBgQu+pmYOPARvgDs)$pvj)pJsL>_0RG4BYZ5=0#)sY zo3S?IP#(&XeE2%+NX85GD~pBdO>-##wl9-|rf&u@@GPoyU({`V20MRbdY04HSH>2|I>->}xIbQ9c?U zJgs-^sNIEZJ1s-ro0zXx6HOU5Y?+VuPwbyH{E^?1C&okJ(8HabRQc?nBoPv2LE0`d zYDeFv;SgYFVL_NO(Z^_h+wq>BhVLk5_T2p&Yy9G2C$T+S-@t(v>k;RInU$FGSFz3l zcYlW2&e}F67?t&)^X-N$TWZdlqsto%y+Cbp+|a_#um`RU3fDBAsT}^hppm%XuPYgy zI_G5tWW2A|x|-!8lA;2_G%6f0LXc#jgfHLq4J}%$$H8(ZZGw5X`2DV`wwy5}jgtlr z1;b7NAtJNxV54_z$;kccO_z>(YurAsm!R#cD~wmy(6;BEG{BE%Sm3ddceGz%r@d>k z3uoz=cRVYDG++9_|4CLUd8IP-r7-y z^byS&Naw#0VRn5EA<*SF4y8Zig(Deb6(M!?zm$4J_M78e%N#a}ZQDe6Wodk?g19E| z-yKB56bR}RRiqqVkJxeXyoZ00z4gP~AN3}0*}HS~ z(8-PyizkGZoX>vmu~Iso)t3!#ftyjjw23?Y^Z8IrY}SEYO|&t?Vyl{-#lxMx>8diX z&zZr+DorW}MZLMnPVQ3qN8h9_$M5$HM=DN(ilD(hDV98Cu|ynZA?2iNF)xJMf~rH| zbL={KWUBjQRe@^DR@Cb=Z89@V}H<2=h>8nE%?n1 zir=ZuNyV#d_U&`CB2r^4NzoT}kNK;nf(dk|Rh){JJijT#er|-g#V_PxhR9VPqa1Yp zuDmJh_s%TK*+XK_qt8y639q$EExd?F{@!U25iY!e3}A~0ZeaQkJK)`ohGKm~rpeEP zk1Bj(e%=e-=!}iSshMXOGrDdUF(bHc($myg2CZ;2_$RL9S4fl)q8Z7np?;0RYIGQ1 zLku(>9K;QHD{lDvbwrmnC;BS30!Bt7;Bo7Y27rrqi&qJKer=^Yn z<2Q$1@qO=nRLtzL5KTk{ZwB4?ptl6Ro%;ua-t=3CiF9|U=bcKPfotQ!;Hz)JhCb%@ z55iORG9p}7E=B~z$xmf&Mo5sXNZ#a9Ex%Y;Wnyve20Ogqd;Bz4Q11oLk|^-L8_>2- z0+1tCx8Pnsx2j6|Jy>VUjf2!WlddJaerVR7Rj;;%=xme0u2<%P8c&ia|FxjPu#RNN| z;fC7vNpgJk@+{7HX#P7ORi&F?7~Tug`f&oN{~k)QBgt1zzS@WH{%U?IPKBGqfhPNM zrRlQ?ykaaP)D5DLZ}nwnO*3y^kC;5FcqcA_f43#}<9p_H%i9$ke32>dPcdVP|H`*J z;nZD~CxTaGg-3{_tIvX`@{fH=#18>dTq&MMB!w&-;VlO7rJfo)REp|>dHM)J$`C{G z`OI{UBrbz7xdfe8hUlgJ^Y&|7zN3^7jsWT;le6ReFHJ7>>{8B3g`nESd~0QGz@~pb zV&_P{v(Y(=nyHyM^Z?30{G4crG@WDJeY_XP%GV#JVIH3*TDo!QkMk56-RLA->|-|y z*LaTqo*>Uv#py)IQo>lceB=rjOS4hs5?r(5&V7l?I(}Zz& zz)OcJtyJP_B5Xgcz=vSdo1(t7Bvpwb3ayIQ-wCRjUVC_er&`AYiNSjbkhXfw`UG|&c^Xc2Xi(9>Uj?j*6>+*WKaWY-;1et3A$u*4>*Db**y%UMQ6S% z9u4u!++>K`!AdNaNzu|+Rj3$-7TbK^{_*FZ#62S?q#a`td?YwDRqcKihHS{O z6cq)JDjVn9sDY1-=o-uGOv17!u{w7NO*MFHLM0ro01fNd`-|8(p` zj$cb7zk`Y^4F|H$K&t^w;EUIaK*LVU_}w@#bD8f6*h6nE-QcaH0U%t}4}g?C)n6fa zMs&M~P#y3_)@+U{Xxz!z@!YnB<;8qxRTp4j zSv~6V2EJu<+Ev;HDsrGd{$YE7KbrWTr3FtTfE23t!oS!t4?zMrD={A3QvaezrX>yl zb*_iNe93U)FN%=GzgjZjA1#Td&Ey0$_Ye~G-n0S$67Mkp?-8}Esgk09?Tm0j`cdqE zc;qUOms2eQ9`pmv9T7K-<{<(CR{KXxg8ToX9I%29kpPeUiNHfj>SmP&0PROv?^6bi zFzx_p?Ha(6miw=HnMEgr_g@+b{Kd3lf{%s143qkcH&cuLvKWi@m`A-o#?NWKRwW)@ zO7tTs>JbhhCnBO=*X$-Nc-LCali?>w(`lh!gH zG;!NQ#IO5qG46DcGDhI4(oQet`;-p#Q?Z|H`J)a_6oYgG1zIN0G%eO+(d1$6Ql$At zRC#325mFN z@j`t0ZEQ$VO|X~R`lp|TrJR??NiAhsfS^iEi(od}14*fUf<$jJA?c%y^?Udm=ot)l z_uNd<{KI5M5oK%={@q+H^3N*z(_gKXP@Aa*9|Xdm@QbOb>>GYkbZ`Gs81uoS zO`Xnso8dDZw}Hm3rKO*Q&AlXc*{`}_Ekv3lE@Jvh@;B+54!TaMVRxf(wkFYu$pq^E1%X=ve%+ymY!^MCgJ z{j)U-wfE+*n>--eHLFhH{?`!L%gVV;L6BTZD*SNz5GE-o&@kT(Q3U5MYOf08ad;_9nzE8>iIw>)>G77}>p2inGA zk`MWdGS)n~rPQ$0-zLoxL~*|)zPU}bpuNBmnO7~OpEl^?(L%9jN7RUU&5~c<{&JTo zR_-8!*JfcLJ$91lb%7ydh1$@9a+oOnU_ggoL| zOm|(nskd=KDY;io8Vy7XwRZRVSGCkJS2}s8#FP4S9^ofaQx0D`IgAecN~Zf6B668U z+FmN6JBzYNCkPb}mM+o05-Jv;2P59X7O&`CLUkeC* zHT?~XJtxg;Gq*`&6+MT7PmMg z89592fkw=xFZ#Gv4*6ZY=5ft_((9E!XJV1PJ!E=t(26r#FvP6uaSh)4^K_JDy?6MUL<^t|A{UW zu)zc&8poQk0O?K~l!R6(QqBV{Br0>hE(|1%?mA`{wSGV1h2MRpMBJ&lcoy|}0M)PGQVmH6KCKph^ScOMlTGST~_|= zNhj&8>BVYb`Mo^&qGBHcO$D^&x{bzj(U!&%Pt!dHu!lRCqrjvy%uS#T3>&919I9Pe z8RBWRdillH0C#d_l1VK_j%FZ*A}T>2+!6TRp!Co3wnkH&zIPVWs zgV$4R7}YzUG)oR*I?zsi6S}DRCoe8S-l!&X4}TT7T(;SDpwV8_fm*H7VA(4qfvwxQ z9#87W&nX|#g*6j#%>MXM4}UzDF~Np0M16AFVr9FA;E%A2;@B)6aMl(kR%Hpz%07Sl z7eyOa0KNpRqYKj;CQ2M7^HNqy>#ItPO3doXFsDC9TM4&p%iAVa`WfTRH-3Btw3EKW zT|JoCr>1#pPC^5nW+^{h#r%s>B3jZxdJ5l-6cM-E@S|ZKGf2r z@PBo~yWXd@xr80Ss$6w960UR!F7O?NiE8R2?8{4F4NdKBKg@B+MW1rCHB zK_-12Y>9nB`5hu|=Oz)VCfU09aZ^u2(yM&kuLldfV}o5+_&4Ul8CN!0TiU07IEyYWz&yp#dMbU8vR(}RON^Es%`uhm;ly)_FSp3RtNsUa}F zInbXyL);d!Iwn;8zLz$dn9sa9fmO_hn@1|t(d-kM3XP$7k?v;uwz>H-^%yY4_TDd30pqU_vo`>3G7dZ8s zyH+5vChm&qygb_SMHZRj6wa{um?OHsRyeJ3gIUVGVkmcihsi5LG5p|{c*<~TlhSV!yIauY!HKFZdgMBr+UGptPSHXP~bn;x%m=RT7J+T{b74|$Uk4in!f<)~c$eRN)O2P!br+5Qi zTN+&7=MwlbjhH|G+kHpx zbb*&)^aFGG-ktiNRr(~oZd7FpPOzXuYY6p^N=>cP$B=j<{&3&7=h`DhdaRyo8Joa4 zTVeR#T1PGGRR@jLHM%4uQ!U2%&%5lvb8K&w);xxj9Och_;%8E$?qco;&{9V(PKgO= z2xmddMll1DABm3+(Z#{Fs+c#>*>dw0jIzwYLwjy%afQF zN@A0m-a0r_P_FwaO5@Lui0&o0Ui>8W3`A`9F_YDQDo00 zpfF4Rt1$nf{Ex)+-d#Nf_EPvs|5LVq0{S)&>~#qpd=&l9&u_nc7v(a{=%l{LItmEa zEWb~o`oPeH>P{V9g z8dJxVI{I>t49i|d7b5d}AL6=*_6^g;nCX?L7LW6_E6HCowl_fTn&>H0Y(2XA{f18m zwfsD~grtg?mrv|V2Uo;YAId^06r?nz6^T8fTd7t6CM*5_-MRY#`YLMs-{K#&gyrLC>|=oV0}!x?y(y^l z2mFIMSS>!e27^X;|7uUQWJ1G(xPV$fda5h{a|MZiG2G4WRop3A5R8M$YX3|&%)aZ$ zn;rH|Ri(UDN1ze__ z@hDuXMz}>s59GKI6|`{ISK@z&N>KVDoMnBf+-+k??grnAfVn)2das&=*Ae5N^L zK>ke@F_(iE`M}Guz-!|IQLc?9`c??`R2EpKnQrhB`t7TbT?HX&2l}qNib#TM{&#OKsSTuNRlDhn%eSff2lVlLTdj_A zBVd@Lka+tK5>K9&&mCyIChY4JaiG!U8O2(>sE}FPn`?|Dt><%}*N8X{f;(TM^a+*F zKJ?*Ap*gPMI2fGtTqS<=pZ0QaVm9jhoj3~G?t6J!n{wc>^#y1HE>H3+UB#??ol!ms zPccm#Y7Xy#dG$$L+tO3ML>;%)U~}b>uD$X1)L^Ka-T)r!$KQV{;&)!9s(erRfM){q zR1j^qh#b`{t!OQy)iDmJt9MLMn(EmrHOW#YaDt{P>{Sl%>DHZLe;r%W+hx2k|qPyWG3Q93ZDzIC+QmGDfg z@pm(gbbbm_H?ynKq6KFmCF*5QiUEJ3)(Lwz8(LF^NpN}=L*(!3-T8}RF)Yu<0HPaq zFobGe$LE)~oskO{uF*mF}DQc>8qU(BXk@ z!of9p=Gd)4edZX-%>JSH^Y_9JD8g^S87ilEJyjTv)LouD}&_P=#t!#8sWRlYOFYK$%f;*WkXq zlLOI=)bn{~er46KC|$Y9Jv}HWSVFkW*35+=&^MXxm|^e!ETf=#Qdb~y8bp=uUu;~K zbS6>qY*BrCoP1P7vy+P|75@0U!g5M8{sND1%5!~w98v|t5#wzJ)`wBA%6jSQs*~M0 z$+7+U?AO3BFVbcz+f8~oU{mphr;}@YoUd;Cvv7af)eDK-n?zM&$UE*fm5=Tz(SAc+ z{SG%0DowMl0+q)y<|A(qlRX4Eq4PvLSDFFPmtG_e#O*d@+YI`t_`sGaC1t(P2!D}) z9xygEAmk!DXy(@XJfkMc6)SRlqhDVKFEyFAM^h!uW8%&~;x<+8CJ&KtHbv2SBk^#v zjhZ|eVe0o>prZa}5ay%Cq;YCqL_Pg&n;ij!)se%QokF6>()NNnJ+{q{g{CT{Th6HP zEV)y{$9!KZs-gOs@~ZOXmkb0S!S14376K2T)eE@Phwdi}9s3XbBF#mZpqjgpNWuOUWM5c)uW zHeB%W6w2Fs%gnTj#WjzpqPiKkbMIh{@rg|#qgQ_AzFFbce{T&m*2VX1Ui$Jk6t%vS z?gLYWBIgodX5U?VI8p(0c-Uh=KP^V@=?8byO3r`!N_ycw0&ySh@=>3F4djVkL+Cd6 zdo%{e4g9P=e3M@%sc5@P@?xijtDd&xyugN%%-~%GfGrw6Md}B(y{IgXn9WjnON_fN zh@^b97WZ+c?1zQu<%UZ!8rBWMca!14T$mSSW;GpP4{4*A^slo)`34w=8UVkMpk=J(eiHq}p)XaljpV7ch_8*TRR z7*~)eizuIZ^E641!Ygs7H?pi;(`g$QV3NHf%!$f!yKUy^t?k&|sRkx~jS`G7Bosmt z-0C-xt=2-mV6ak^szi5{Xl8RY%mX)9s;k$-zSsPrzp!)&G}#^1hmHTT$ba1&S4F?Q z<=<3!t~yul_NHZ~>LsX`po!s>@ABa=gH1Dk(pNUexJhnksfmG+_z(z$-6Y273>?!yDJix?cXQ1#iVN7-^U$W}_nt zXTh&B{3DQtY-pJQU+wi>PA~8FR8Q9NCGx%Ig5k@`{L{5wD*hfJ&0&{PRzBvKq4(!_ z+lEy8np_7uV?V97Fh}&t1jWDZ(muhk)tm;Xyc-^Uf1|_=PX)V8G7Y?Qs56!5m8KP8 zMoMUg_S%93tj2?VW?Dqhp1zSP5|`gk-gG|wW_(a5G{RmkgbVuZtjOiqCTnh|S(adN z7)2^DwT4!M$c~i3G?IAFyd{F@;JEBI-cZ9=Aa?X-pVlA+>cjky6rgi^-X&ysRTWV| zXLMhzI~I3^l|Da3gPMn&Krn?rc)abCy)PcV*pA&QZ6I=Ie@bkL7vmP3n8l+v5P2}# z6Fbmwyl(Sr;mca{FWDb*+}C^@N?j4>i>5R6txFEXSjKN)`m%E8t1MAOb2PqI6BA)DhCn3>s-+G)hR0?wWLif`D{8deR+|(hbs#(LHj&*yp)E-}`>< z=RSVN?~ffY*mmr=cI|q<&+~Q0vMM+m8?X{%U9;uuhJv3)pvhV(4hgr z$$W6MeUeujwzp(yFXn-+^@f(|d0x%D9Xo`r1~d9mv(`i(Z0No2A*CbG5&AGWrQp|V z&+uVUMDAyAQXguW1zR^bI-!Uks7uunL~^`cF(W$Kk36Sf==DRvNp$r*J>0p>1DHP? zn;PGd?ro7><&7NO5@C36tN^cl62IaRqskZ8)7)u@A?|4@+4U~JZTq>+JUmC#?e^K8 z%6l`N(!9aaZ+VFf4{g$#M6Fh$K46sQ=Ly#rmI~EdZY48OWFx(9vd>$HV&Vx`KSs$u*5S@tDq_%Z2_L*USb{o% z*V*O3x6amHy4z9RE6r4P`7!LTUR#8tNV-!%w=1bCOkOMIqeVlcPa*fy#F_qNBGB=m zqbNEx&+dM_Y;{tMc_iO6&MTQuB&{!_FVHIv9M!2Hi%yasv;GMwVzWQ2JRi z>WZcgu9nY@8})ql@by<-8TGs)x+1IG=7j41!65%;sQj-R z4FftUi=AF}sZ`Suwa-@<@5gt+y~IF{KD@~B)=4Z;y)XBK2i)7xPb3v94b!~*u;VWS z+5ROc5lBF5b+6lpr1u0l${TnNnDVg}c~9}rmGO2qP9riQp)qL`k!_E1uwHqr22Zjy zo289PIe)^No&Nf_fH(RiKVg)WYLdH?^-q+AYG>Ihf$gxfdhImxm)`N58KLVedS8XM z=^Xa>sn(&-1h=^~nEs%pu=~4)n~`pc>qqPB)7e2IP4Fr?m%z92gYL1yv4Q2W^v*5{ zsXyZUWI=GN)O7LbIO`H1vZ9v${tPPYA(8^ea{56*G8XYuA->&Isx}O@UZU7S4MXKC=cH z&c^%)DqjQde2W?a0D1H@(6RCq??xI92Qzkd3&?(yHOZnFy-$k`3W$xmRc4V+8=naF0Xc3!6eJ5RO$ zjDX|X)}W172z>C%oJRINHw?VQB)jOPXz!o4H<}+R|5s2`ij4_v^WA*UbgaBa^KtoP z$Y=0%fhj+ARyJ^2;oe~q5do6iZsiLP&9!H5TVmHFpW_jKp?${pj?%rC5;)4r=VMF{ zjXgex1;tpMYhPR-F$5nHpgvGiGl(u~ zFw0(E=rM~N7tNyNdSqP+eebYDW6_u#zgf|%N^E23S9`7~M7wC|BzSI@T(KY9ZMMN( zkwo9aNI##|k^WWh-A{11Y3TDkL`ppvMrZ99s7x&}aN5UO$dc&2shE7N!tJIoX!*g` zN6U3gu=av4H`L33M?LlOcD zma{D=tq9Gz#$woyxA8q+4SOo`WNmI8TDXs-P=ygUibw_+zbWJlZ)QgtE_>=|AqF5n z#`Q^cWPo56x*z0W+w%pkwit(ZEzOUxnbVuflco{b$|Vk&3g5rnm2vpy@gScfyWshm ztn9YgY<0_99V;Zuqv=Y+=Z_8KYX8)JDg%lEP{WnOdWk zckTJfZxE^c;cvhc%*Aw-X{4(F+#eRE6^vgYd7V* zIL&R-;iG?I1SYRrUl5S2o@KC{%LckTa1h&9N?I_jczf$8rA3X-qzH^l)3v1l03(6X z#S#Px@z6$tNSZBBEz0fU7T=-2%DU6ZZjVV2TUelTdP!@+vjMlwb)5B+YH1>$7t(1c zDl6QoA7Mx`VC2x0zp`VNu9=;o1uXKUbMToxKqg@XiFhm(Aqo43;E5aXZ4HN<@)?CV zWs3Ym@KrqP%Bv25)qzdo4k+S=KijwA9m=KmJ%WI%IASYI`splE>X`*n<1PL>n5jBGp{<}O>{f*GgxO!9Dc`eW{@O0-Y4Ixv;+fHS*`ropbu5!<@WZeFXqU8*_p>w zvfdY$l*dl`O(U~#v}iJ*ddgskCkxq!P+^K_iwoV%1CMwoHw&nlD z#+Wfn3*(kqA*N*wv*j|7IQ$w5f2u1ja8%n;yen?8^xe!>nKvUR;h-w65q=NIq@xEcx8DFS^Y549t|tY(VJG3 zEWfKU2~|Nm+@8Y@_e*%?ADaiSGu=Pi;WK%G=+1gvc-aiIm#!59>>9T6YS>Mr)m%Yy zop>%bc4{j4SEuc{yDG^YJD1b4hK;oXW-iAYC92i!kq;v>K`To+8wD|g+vipa&t8k! zovpU`Z^LlZC`)mbhVKR(Z+Ug3fBtHA@G9J8A&=8I8mQ27S9ouk5$xmb(d`8d^R-^( z2FWKV)Pvb4OC|I8F4f^QE_02^)m^emYW872rkI!(o|U;ZggC8AnRL~W3zxmD%;)B^ zen@29OC;r4gn!j_c(mKu82%3d6ejrjt%L<%)^OEcL1j&&2o2^kK7ZZvsp@#C=--xO zTjb~&H^_LDB1rOmhn0h~hS@r*SCqAOX=)-0aZoOsE9Sh@F9ecUSOfL?Kg4W&GyCb; zjkG&-J?DlAC9`~{Jw&dLe$W@XNge=7$CBgnW7;+|b13OpqI&}jk&*tlJgZbRyij^_ zNb?4(DT4=XKrHgT6A2@eu1ruH!{>(kk<7kfk!Zeh3L?&W>J4YvJwNg}>6&T`XLtBB zUb=Bf*?X8Y+YmWOK>J7y_i|LV7qk!48*~60c{^msq4xW`D>4yQV+0c3G?(^uYH4L1 zw2Bs0yg+JUU8(1+S;VKRu{tUuA6f(4D^=e`OdY5#9FH~pb^5DgANHvjQD9=-R&`$e zI-EUv&pkxm)}7_rAkq@|au)=~zuXZdi%( z9Y)w$8znt=Tcqe{k@QmHBsO++rsL|KC%n_v|MADn%#S12#rE1(~f2{UWO@vX6^o&>y$OB?B$Ct|PW6Rrf6JHWi z-i5b!lq$S_P3$w$V;kUBwqz_nuJY&+gkH|JTgZx$!t{tR&)xn$|a@uiba|*c+P%hN1Px{a=zGl$MaWE2iD{^}D?p{JA*N|q$ z(Eg9M`k%8??YxaLqEi#g(w~uhza^t(#$6$gP*a^6ur{W_=wv3H7#Kyp;E9+e6Oh}l zo2Nrojm&a!4={i2%24bm#3ybn31Wmxej0Y23&X8yWEWY@UVgZu9QB#;2QhQnI7Y0Q zR$?dOB=fyoGoRr*Yk_6BmRW9n*8STiZ}Ny!9bKuIuU4sN2L)En7i4xWVJdC+NH^eS zqdfPRk?}dSTU zcK^nk#ru0(*o|(^?N?YiF+p+?3z)rQ30um1z*ZRDE&z8%?&)tgQhEC$m^^47_|DFL ze>g6pbpswMb*R2!RWbk(bC(yuzYcN5w)tHD73G|#p2kAE^$Yff5T1$g^XlsGu_>o| zcMHJNx7KyiFTK6>@g^Mv*mVg|cpj{eTuo)<@f?5MIPFsdy)Y5F!jYelU}f7?ED z?`gNs$Zs;{RF#cv`K#Rkx+}T1Rok`Yh?(VilgBj?537K9oZlMpWa&**-vzz=p;^QvM-$v@bzupMFn7?Lqx!1~Zh8S{kt*vhGAa&u#Afmrx-1|G8OF{J)Y?&wmMp<^L`zo%t_QEPUa= zO|kw>|1T1mq$w3uGx9%#f^6!6)mLIF9olf5Y#vriA=z+-gmpq~> zrWbvmV$;vgsl{uS>WT^yoB0goB>)TgY@$}RBF{2kJExd74jdbQJk1$TCU^TK7vC#7 z>BD{F%Oj$WKBpoz^!|sJy4!p|vh6sl@37{N; zKdmS_KchK!1bSMgUW1M(msQU2>UNzm*%zs+3ioxmqHoor)lj zD{cGSB({R}pK%5)E-WfwkQN#tXbkl!x7ij0b6Du9kKbeEH_R=7(GQe@8?u8Ya(cLo zDfRaew*6Tnrh$5vZfd))>2M z??D~53VLLfNj(9iFqhNJ5u>>mt_T;VC&YUS7ErJIq=BR~imo_%MGS3^fQpCYw{3Te zcw!lTVp+8RSdRg-&Gy8G>Gx7U8aSXBAoi>3GXQszIBo13XEwQ{?&V;5LnNJi@)kVZ zF`Rr0>#Gp1Na4(4FJyRWsUX#dYwdlU`QQG7M?}Ye9#BITSc~@cT;`=i;13E=QANxB zcLw;vJ38Kzyp#geySz4A=agHP`xN86v>5WR8#vH)D+ve8M=c{$fVaT-#Y$V`5$^Rk zSM|{QQtz6w1>#9Z_Sa4=@`VQye&9Ljr%axjTh{=A0?v>d;xIZ$nd7`iS|gs?LM&dz z4OrC`KE01uK*ba!20ptV?@2(h_QGhKjbGtyaWru69#$C*>3PwtCz(lqG?^y&V|doW znEW^B`n@~z&h~_}yG*~*^G&>n=gvTnF;A?@Bh+Tauh-#p6x{iw8y3vJS6pVcjT}Po zob$Ga?6q~bU2LGYz*gM(_mbWRh0S^LiLqcsZ?)PGQLPfv32hbIOp7s%G@W8ss#Eo< zuQ^`nH|fdWn=Ni>_DwP7;8G^&jrP}$S#==V!n01mB;Tnb4!|lrNI8X1tI(Qhkow?WqofLG4;$jUl^o*ItTrO0N z+`e9A*x#I{SdDXrE}+}Vz@b`l(qFuT8=574dl z4DY?bEw8p~6xhsa`Msg}+aB%=1uZo`{Z)1K%S*vZgs0!upp0x67M5y5MQ^n-mQx?2|av#5QZc)x)`4)|z6fai~H=a8KAp)iocJ**s#p zCDI28Fe7(-rE7=BbldaRqJ78v{gO)_U+U=ZKbvY~CJmPKKxHxM0Xf>`lASEKzrC7g zvmE<=ir4-N?a|r-J@&Og0)A-t3b&A?W zlK_^Ut_0D@;X@h=S-S(--2fgT$L;RcjYZ>MXPuuo0NqMDO-c@^*L9+0kMVLtcJ4R5 z_yEl9fUCt3}^y z!Lh}A@CsM>XMW__7MchQ?!$O{qZ^ZU1|j9DT^Iq6olW%joIAN#p9% z`uij%-|?o+g&#D$Gh6g|G^$nEVF!>p9`04!o>+zOzkss}ztTH2kF!lo9p33XWmGOq z6;@hsXf}cJXx_*ndZnuJXn(4vYz;=Vkb-&`mpC;-kfkn$ENK>6$qMxj3l`kBvzm79WzV-C zr~AUTPp}!Mzg~3bxNtygv|~C^c%7Ld7TP_xX9;%tS%Fi3o8|$@lH+UTf_>)lzNkxmRR=L(j_!MFz-6h`<7)ba_(7H@)5&N;E zT6Pe0n{(Kaa`XaPd9V6jrj9dt7Bs6R=4}MriLLa zD;S=D)m;=~Bm9h{^D^&X6Vw@b z!N^O7B}GkDXFeV0Vy#*VV4h&xmulc>_4K)>iB(>KT1|@F-UcI#y1eggwR6l{rlhO# zCUGkAWU(jwc3Fj4a9L(}$lv>N@5*w#B#owSvM15!RiJg=GBu8sH~`N?p+AVR3_OEV z?{ez?O5&|DEdI1`{KcImvBm4wA~sHb6sD_qlScD7tr9aa-t<(YN^*NF(s*lx!Z!1H zq;}x+s)VvF$LzDL=FSaVn_J#YOyX}{gxPFmGy8g9|56q7uNR6lDM z-N!vL zl=Wcy1Q*u_n+UXlE1s`L5I@D+XKDxL%A!U?f(}jMK@;5V} z$z&YIF`BWIpnD!E<+;_SG>Jl%d|j_}o?^<|3T@*}ueCMM#+dXWgtZfaLcODf1ZAur)iq&ysy|yS2MUSw-Pxd+a12dvz2N&I$D}2a`)I;kfhU%D)UoJoL_GemN zxGZEDCw>{%!|@&^UPPXyGpng{QdZHDgKz$XU9+~;@Tj>Tt|^yz9k-v%OO&y$N}VlU zL>}^}1`&7a>*?o*yu18Jllu8^(hM?Qhm+d$^jRhE4R-ZO;dPzeBR&NS&@(J1$8kOK zM?c`hQ=?C;TSc&+RyL-2?Dtl}bP@&)gyRO?I5YY(33>?6yZwlc5<2U)?eOB5Ps=5{ zN(4;AvCA=$*^c~DFN|ctG^>jfe`Q*K5osM=8vv5+{-67l@Xa*dL4y67CMYF}$j@iR z&zR~&X@1oQhWOgIeIx5eq}pskt0)v7`b}r&Nkflg+sn8?s6dX5|C6Kd-#q>2-zWKm z)tS5YVj711UV&$I)~hAsGUuSlIo;T|XeIolu>M@GzF|&<>fl@6ijVOnD!rGVw)7@cMmQl>xKc=`rjr(9(U*;#$eiat(>g52`%Y|Dp(K3kk`;gkqiIH#-G19j2;Rx#4-J+)KKhM z!on326;nU%O9XRzKHp+q?=bl7>K^X0F5O0&4fa-(G{b#7eq{Z=dEGMp@wQ2hG3O6Y zTNDhaEjfn?=H4j5@NSojxqDw2V}858-p}G4rk5nx@icB0vB9idB3^)$>5es{ePc5_ zWDSPIol6;AXCzG*uhDj8T^XY2xz^5`EWz{IBhYzpyI0-CBc)!t;Rj>56112OSlO>C zF=9rIQS;qqNeW~$g-OoQ+r8UA1W2X$hoGXFGJm`4V?pI3DKhfEI020a|NWTf+^XaM zRtW9=*GVcdx{4c^r{$sxYLfjfr zLdz}L@R>=IE5h=FP(oud%s>b2(yJqh`Ry+)-RV)z6+|&8!uxs4q><<1&!ej91^spY zE-VU5tJPex`8I(0_b;{OYt`Ot8%#GgEhN?{>Ku#8$+m1RS^7U%*1`*&Ids9lG+IXT zm>3>S2B}UOY&eR>zS|ABP^(9#oQ;Hm9tv7oo$Ws|_=CR9HR_AozlU&k2_bN_9Y+`$ zxJ0`8#w-(i&gdKoVc_Ip@uL){8T>BWUq&d;MqW#SZC8IbAPlWFcUkCRS89>bnu_ft z;HJ-)oe#Pb3eS;G7$D){x@C4kx3uxEM}^lkCdkkB$4hOOm@zH2(LyoK9R^^K*drZQ zD}LAeS~JWTEg`a#XDbC&U@W*ZwJp|HmL(vcJXe)1nMsxw^Y{#jXyxA#_XudF{B$(X z+1qDZbFa%OTv83&IdaO$}Xb;`weYcz^|9Y5USS>eT6kscQS)R3FL(sE_ zu4}fnsU|Onsp&6iLvUBC6&suW3e$bu51g&@Co{Pj zPf2n+d7|^Nf45DtsY8@h8Te5`?5<8r0`#?&pwmmhd{Tn}czx+$_;&vC6|piJguSQ$ zodT|upSH`#{8sR@afh2*dASS=1sE+IzsINpB>XYV$zDU@44!;7v*{7GnER{A+^2ic z6JqhYuU%5X2arU%@95t@LxdZ59yco};n#>Qi17OE z8aGQ*!)l+m95PiP+U*tAa4*QBj#H>8Qx5*=!gNhW_4!P%uz2HsW3_~)|A$J<_DS8* z)xE7(mRSq$imezX8*9^(DUGZz7&B&tFJW2VMVasRs)iN#{U(hnYklU+>u1^x_Y2WO z87nD7i`;*(*jwX^Kw9OrJ~6W9-%bu2>GVq;x!1LFY`6v~w|%#Qhza|GGo5oU#;ax( z`tPW020LBQee10#-I2o|3kGfZAwaR!+(A*XKmH-m-~>E800s@-l<9F_0CHs`ART2Q z(YP1%b92E2{}8mOum~NcY!?E^)(^^&5!1hXl(7Y0Yyi~pUJz_*H1_&6-KD+Pis_OX zo&yQ*utdE9%D3;p#eoko+Jx3lkeguJpRQ5Qjj>(J89qRDuxt#BKBp0Mi*p_J11W05mt{m1QFR32yB_SY{y<4k%z%l+TZ$K2vcb&M~(*6 zY)Rk8oE?T{C%kJp;T*GHR2gcvH*>1qbXCo#vL|tLbc#H=Qc6nDdCAke>@8P%)o)-c z{$Z?ae^52agVgs|LAI*|kJua!-)^RD)33>Q?E}oExz-yVwqk3sA_`Go$I;g*^vpM4 zz|HcTMWpd4WWJlr*5l_Q^|f|>mQzQ135A^2A6&`4!-E}R?~O!GbbM|S7UWM=y31cfj zZ*Cqkd)i#1>~q^5`!l{T`ow2aGgmao#)qa`$vMA9AgEuQ_!P`?tCiXE8q`Ey$Te5} zuvh%}?auj2S@omj2rirvY92zV8(6W(v5zSJ_S>XAT4!;bo;yF<&HRbKc7L_I(3ZcW z4ei@&)aMWj!Eg0-O(}E_*kridFG#ZrOn^{D2_InCU%~4EI|=^v+>W&OeptmhDN+9A4z@0yNJvJn;r!wDqjOGmJ_8N)cUVhgarq|F<6D zu-d!17V4b-v(dA*Tb`k6WLN={sXbn(T8juVE0AX4*cAB8Z*;SwY?-hV)mHV_6Hq2S z8Y;Ab9{0sEd z=EvD*n~g%>pg?344}8tW4j*}Oz|_=IQF9Kh200@?ZR41#FcMiYrCuoiXl{#TV9w20wjA4FZ*l%R^hv_tor1kj3t-HXLm67e!q;d4V#(w` z>{I!0eH#;|0N8QOtheDqUv3{nWOgwV2$mHG4D*{1AX#CR1P^yL{ZVix*OAQXn1_)bs9HwK{bofv zx5adtBXIGlDP3XD>u%N8tfU2&^v+Fra^< z0-W90S(NT6lAe;hXPI}{;mnyg?+S{PvrW{z6-~C+=Xca_!CHI zd(Rle|1)m@Di^c(PP=-{bsKreXd?&o=MtVF)0$zc4X(^I&i@b`(@jT6km{PU5=sBi zZ$R^g&-o{E&YkILZk&15Oyo#R^UE)NjYW*Qm(%{nlTAuG00opFhM{%cz>byoNJiLv z`};4iz(3Q?-ijZ%s3_BF^4H{s`3f9y4Tsjh>FnSwEI`_S?(BL0<0QoX}wU zSwZ-N`MZRPhm=rjz4s{te_Fmj)?E_DewleY-?8)nWHzyf2DNZr*fhBpe*K4l9r-9t zGlBEnn2U#xD^OAGjz4~vDOoAb1E#wkNy#iIEqk<4lDC6ro7!)NSU+iKYf1Uq`)Kv~ zExxy;Z@!SIF%cT~9c8V`C7=!=DEBJ&CYb%8PO?guecGj_kE?`_d$|v4lEE_Yv?+^j z*IAjR8de_c)PN=;Fn4FeyN%!^jxIud-=HK~z+DbZB8@Q}H%X=`fVH1-Vy;+yW9yzG zw_1hJoe9l`ib-+AghmH~-&8UwNfs$TDSW@k<4hUsk zYwGXZUz2nniHD^f&b@sAE%n#fIX?*jE4;z$vBC(KPV=?e1DtEA<(NAM-+FV>;0fbC zJ#13nMCN0r?eE(6=61}jp{1T?GA+|EGa8q@n#fh{?<}HH!ZUdWSmc{Y9;jM+fJpkM zd!5)(^VQsXjBtisEyk)t__0x%PA{R}8}5k->PZYWlNXnxJejO=R@&RJXhhsz#n!j% zc(%ETO{|&8Znsx$v*1O2?8f;U2M@XvnE4#VK}Ae~Pr_VPxzKNtD0qo6B#r5UCt=c2S_Z zVnESNao_dL3#e|$;6cXwxQh>&opaUab*BR7I@a97^Y5}$E5|G_p}9pc!gnumO>bqy zEpPI6O*nV;4o44~ck+W?uyi7i%LAFk=M~cWZi#KGQ~YQXbZWa$`iFp#;>~!= zBS!l5#+H^;-d}#HPi6$%D}jrAlA|1Cvm_cySiby&cAysc@aet_TJb|2|7b2Ru@c9j zbb^;@Dyz z3f_nLFn93DX+D4!UO}7QS4AlxT56S}6!kez9!n6aX1yyeLW8pHP>IlZsOMYcJi#9i-_}_(bS!>~ z^c)u8AgyJ6qO|!jUcOzXol*X?)bovBX|Kxnp1kyssRjQw;a3y>e0ndB=;T&SHMyGR z^x>1yX6;ppG7(j>5D%__YFFmhIBbc#G@Zy8EJmf2vL|=rd|k3Yc1K4DB9JiZadmG1 zLmMtwH&u4P_2iM>-`kp*)D@|YqzcHdrl!j=bWc!|hGY+?y8v7%flaUjC_^W7jyOqWFSOuLEB z=5e}v-~`P3Ae2aFp(Gi?6sV5pnNm%uw`#@)hlcfW7?UsS)!-bo%9DUrtA z@^s_k{L}Q6yZh1~%Em-2dcL`B%(;4FI%0qkYOO0(8lU~sRh-?)rSNw?&KdG@hU|ft zNlvUdf{RLHTYu;qMkq7UKNKs_BNN|(N z^M<_EelioiMNH-1R!uHeDXZE1_!=ETD1U{X=zoocu~^s=k`?03oUlh9NN+?#F9w6xmYEmJc<5frk?FX7+{j=Pf;hH)x}IJw@mlO-_pmkb;oWK%!#>0TIL_2BZ?@Nt9Q%R zkfrXi2SoP&i4FPx{CoxZpC|7smQ`Lbapfm?aMlQ|oFYYlf^ikmCV$@pM_2z(>HO6v|qW(jsDZJmmfF zTr^mpvvWYG;fbM5JO_I{>%mnq1qw7=&-;aeBsp)Vm94@`e*W~j6Sl#k5SEec{Qx{K z>9JZUNssbraW-^_5$8&zim%HuP}Ir&quGdGGF*)E-#i_BM}v`%25q%6ApAk9xuccJxjwqSN$&SXxCiV)7vtpxL`8iGmct`0WjGD?=B$%8*)l%{ zMe)?!A(2uo_tUhAs2_ODcBo9++VG&@f$m>4 z&J3U14xiYA4Cl_Yt(lGer$d35MeymziMHJ<(55015cT!t!e{j0r}tvJc@R%AfZ62p zPpMS^-$a?*$GXk}D*F+GY3|1%29PuO&d4&pb?QRC7oaU@>HtJjYjVYBivlLsmpK-9 zZ}O`1BbUwE4fiBLok9CXy71thq88^lyKf`sZc`@W&XgNO7eTjlfeKi@`5L3oW8MGh}z6u290|^00{MeKDbwv$t90 z%unCfdN4^BYe7mI^`yF(3Re3c30d{u`f#7w^5iO5`u5d*`4y&_iH-ixyIW^FUwx%VUWb-{SVinV#WOj zf83~`$|w`E9ciw~o(u%?O{3x+3D!4LX#_`Lm&X!vqi67k%RiHI4Wy{RWpr-#aT^9ym^@*=1E)^H|& zrv}YD7uTC5wf=_fIHhwKqs)Y$gnQk@CrWUW0xpStzKHE)$oWI*bnp8YdF%VO=f)AR zlx9eA#dlZb?~H1->)V&mA?X)K9^p88zjKO*`akYo$BM=DUUQGm?D&1c26d)FA_e;d zGn^OgpL{hVEtD?yq1@Ng>Jn;j&TRyJPyFjC(S5-}-DtHDZfu>*m1SE6Z+QML5%=L3 z($T0E2_X}Lgz1O7aiHI)uhL(~or6Y!px5K#0~JL&p??2pteJit#wc?4&UEFn@jJ2F zMD6A(0#V&^(qeN9zk1{&EV9tp7SB1+$}r>x%eOus%}-E3m@_uFEWj)If~nU)5B#6) z`rnQB6HrTeS~sZ#R(y8wkO@6RwoFv_&NzfsA5ex=lVriXoF0_fuTw6(ywrq!0j6&K zXsHtF2RgIRmUt=TxpPB9LOaQ@OqXySzdTt$XSuTiPQ_>YwD{cJJ=L#qPPgl8SNh8* z_wu$#sXx~v*cQholai#VDv#FYAaT5{OeXp2QEA<6we^Yb!164ccY~tCRw%!XMpm55 zPO?>toU7eV_7GtR>SV4I{Xj%nc|W=b9`66FH3(aC^jrF=^*3d+=XH~%&eO*%!7PP- z^+3_1OIkP7y;2d_NA+K+=96=RHCcU+iGeqOQIx}binMo!}i z*A0#D{$y0Ldl=O7I~|DfG{;j%+2&b~>l@4qs!?}$mhT3=yi{cLc;XCTd7G9SJ1(JF zhNX5zM>pDQp&~w+DE4$ZE+1F|1XxvRsZ+eN7mT?s^fCn-o>H#GFg&%kdmAS$edoE; z8Fl4nsAZuiQD>-NAXzwh^Gt_GV)KsR*v^_}F|kE3Vaia8oacdL`NOdN5xIY&*f-xS|{a1PveG04iOvPVa7+Ty^>)CSN&y)JSEif@FLFUkN4$mo{5#ecXX_|?X8f0?%OKLpsL zEPO-Vagl5$j1!jttegvRfOzWOnbL6sWbKCxW~MQ8g^Tk&8moXgm{m# zJO$=at?iJxfFS&QH6w@KVe*<(bBQ6sZ5{ zBv$ytIzhd{!gZ4&$%yQq@s^NI6kz)Ha8U0b0!N??+vKgLc89&hqj718x|@_{d27xq zk?=1O4BkXbfGB+5 zj>B-w7@7?~xv@{idr10kbhA%q_*0Y!=6syTK;FcVyTT>)Nuxk)E~+l(YD+cT{T zLh4{PCMgF}Kbq|F5~1UoUOBy@IEV8p9jiRrI2>d!s-|VMRQ?=4bg3LzY0sUR<5NC1 z-Gb!(;wUXtIemKw65gDJo%zmhO z^o%EeM70E-aa$E1^WN1~*?QBf@9Sdr>}!ueLJx7|c5roAKHDU+3KCDRtishRxMcIU zkPGT^Z+LbT+7i><9Ntn@hSCaV3L_y3Q;cvZ`G_BZU|pwyjh@0@b8jQQUBP=UD)#N0 z+*S=wM;-;e!3Ag+Lty%EJxzpb18U-OrX3=#R8e5J;2A35??YqlUz`YZG9Xg^WYorfd-A_UtEOSh4a?^fSAR$LufQ2Y_Gcu;CkfbRu zeI@gD?7-s)Pn((MI^Qb}=n~al>7LO8bbg?nFF$Wr`Wb(gm+Qm7I_}$xB2buK+8=${u!n3yUhv$Z5t593L57kS#VcRqp!h@vN zCRO|jn?|idHRndUlM!NS+!-I|rk@+7lz?%+c5ob;H#Y{VMxG$8F-CeLAj-TaJN+%6Jh3O)GJZb`P8!;4Qc{BlR;FH6^CbkG@|5O z00pJyC>Z%22%AvZ|FToTZZjNguS?%PHFcmuGj*o1hUu{3%XT+NEMoJL5cRTMJ zcKY8NZ4}NfDK2KvXTL5`Bk}}w;+BKz^nU{TBL^1fBd^@AfMvs;cgUlG&o1y%p>C^C zi94lEcaBj9^{v<*N`sn#WyNoX)0-zwZl5wYy_r}C$KV)-UyVdwtXNn2-gB4yx>$GS zBmf_s;mN{^%;ZN{;Cd%2txE5my1qj0LGY#=X&`Ev4dZze!p5{-qXo-6xui9mqhzjU zB_7$M%RI$HEn%uso=AKB_37F>I=ihMU$-7S(;OKZaT32yO=$JlN5ZL$u?Fbp=A{+i zJMs!oem@AB?Qz@&0>r??dl_JuTobB0w$MHAQMbOAK-Hzw8@NX7)R`r)zsSVE)|xX{ zZ@GxZkI!y^Q2(~8ioV6B`&aeXpVTW#H+dK%uySa21$#kzYPnjUl;7XYhx&dxTzvf=XWp8(Pn(*LwP74GPwUuIm_|guMH+< zK#o5qtDiHkzI=+s?)klZCus?{F0b_T9j^uDp#FJX-lb1MBmHW4B-4h(8sqHs6_ail zwx^L5DyLt9YCbRltd%jV#-zcC^JwJ#Tp7BIb&aI@28Qbc(5?45G|=Pux$^$jRkS*n z<%HJ=ZotTYo-ds5jNZ1ODDLIm=&^OVzL9Fz`KE!@+{m`fWy33feHG_uOQ~mgre)oe z??d8WwT?Sd(8DEh<9Z1OkPG@pvii#JXru)<;3$MZ#Qdw3lUkl#s^%&v`+-q!W|*Bo zvKsV=bO28W)Uh&kRQYKd(1dxVe@?CkKo=7$;KzSp3E)UmfBk>G-Vpp7{huJ$|LPxC zfC36YH*^XF=Wrr}sN0hVedNJE^Fjs@j|0<5r4hgoJ<2`GojB>%U~k$#M>z5wC8$E5 zH~yBR$GiA8xJVS+!_G1X@R1}Y9&XxCmO+y`rzHl#ho#W>zW$8O-KsTi9eXWnasdZB zh%|tvD&}r`Iqiyxzt}r-tEy4d4LqPZY@Z3*Gp1^0HHZgS#e}F_zAZoQ!Q#7s-;cjy zsAkrD0+ua647nm#=m!_bBTDY?Ugm<<)T%IX$f*v6b<(ORF>C%|;%)77iwMoQb5Iy7 z><#9)WM})C%{0KLOE?%e89{GeWAeCT{1-ZKmPfB}Fi3aa-^oH5$Lw#nD>B4v2;xRB9DN-N_PVG%CBOx}fc% z0FgWDaSSBB0<|QsCf1rXaKSTXxLe>i;lBQuBfi)l=`urMs1<;z-qFcHlQXdZwd2T{$Ld>n8sa7r z85_JmU-UUm?=(~yFtYuyd)Gbn?2r~Mjwom^cu8UHSRu zo(k)Y7k$3c+=s?*j%}O#&OmXnjDjZ)t}IlgM@T;MX2gu zM#ZZ5X`m~5cve^LNqMML-+UZuq`^Ig0T#klmi%V!wOeNGGIVvip#1b9V<(t9Ev~mD zA1N9I?~)NpG_zZ<-oJo^*}v9_92dDmPyukWIE%;nCXqq<@4UE;=?x|MadmZ#H0Qd+hJ%Cx#i{=QY!t-pM;#2yeqit?_Rk(tw0 zm(51G9_Yhl&03v@*KfI5KelT-{(5Ye{bSDqxoeb}vv|Mw;~ibRJDj?SgS~j2DaLvy zk~*8!%0SM(NRU;9OiCWhkH;_H+U9ot)g=*-43Ji!+NpP+9vyt~g|LB$m+FC>j@dxO z55L*oo)0rT@7&&&O#?vipq<(NJX!L(A(uV1PPmG_Q-iMBjzT75;i>*Qd7wKeY?(Ph zzF}aYX2f1Z407Yol1X(PY-Ed8YZX}rqZ;e2@ExBseJ#9JBv#9I6Kc*9C=UU|y!i+V=Vj8}43j2l9QLJk$S? zH1)PkDv~(qCSZ@u`Ov5f5PFmZ-|j+>2mbr|IvgZrou`7jHWciG4>qK}x{6EQBzE2- z&Xuq=3{o3BS-Nwdx`S9lL@VxHs@tQQl>WHq3tLyg_-x(4e%!6zSvOy~_HfPV%fz}* zEK7{{mBnk3enxWD<*KOc-Jk)vP?L1~Pd9ywzlDMy0u_;_0f=K!@wSmQ!@Rh!1u4^{ zbu84PGcvZaQeKsbZC9NvtcCZc!Y*A6<3~5E^Zk&NetfN|xt;3wVq#JR>`hJkKKQ2W z26j2O5DDjx`7>BgqpUp>99Et~Cb;IzdW9FU>fiOTywkKU;lsPJ+lA%rvHC$7Se%$Q19buKpG@B0jP%b851=op&KAT<74paO0z$| z0D#hEkhnV0lL9#=M*ykeX!&2DMtFyN06;q8%|JJCz@pw}l+#2gen^pPjQfzTP&5eo&A_p?TpQNdm5B$K#)W1hG&E+?ZeCHP(E-^P=*_|B zCx%`McE2;v1PgFg+eVU@h&+hQ+{-6ZNA9GfTHKaqm(Ej7#N&-FYT;0-!y^Bgr@w3& zOXmrgGik&$Hxdqjy(*K7cG-`;ZaSg8we8a0Z*Qb?KuB5O)*HDGJzfQ_mn#qQXd{-f zZ8vmAWMt{80E~O4`tt$tgz&NV)3RJlm`a%DM3L@#GE0FNmy-f7 zy(R&NBS+^d)Gku=I+1H^@qvn8^L$~!NrBZB?SA)QgL}5PC7Fj=){WckiPsq;Jnzh? zNBi&XDoD9$pBrz^HHja~CxuGk#quxLQK7`U^g08y&7r9=6yx`dKU zAX-blWo?PNyWVV9;x+>_qO$r`?JrYzD7S;O1c)DkSe-PT!99V8o+uQ|evs-ZH)~=b z`{n0+J2BquI0u9v3qKh9<0vxJ7oC&OQAbZG~p&yNX=$R}*-SH1EwjO$M9L95hLEA+8@p0`F>Hs<0HPmv;R%A>iDPfNU?!r>_;0 zzDLOyx@KYWXb*%vE%o(Nh<2)(sFE2djo#bg_zUcV z)^48pW!afX6q3}D!kPjA)?K-l{zTrtw~nNtM-pfAIq#3xx&;FZUAjQr>d%qgiSZ_|BDzwvdVN7%v-X!d zktpG7-D1iw;T!mz-Tqm*9i@{nFVuDnmJm&{Oh5Fx$Fe|||CFbMMuAmT(lxr6i5nA) z+HWoWRTvR}va8Q|_XBGJua`{lzA-lhrZ#%y*s}I~;!yu%)r3f8l*ng;Ij77v8ny&U zrE6~uUu)|;2!+A8l>4f!J8rP0=Jc5^81m=Y+T_v5zV3ci|7Prkw8+uT`baltZdH}S zs2fE7;saIcJI8uS2Uaq1&60}usIZQaZ)F5`Grpb=-$3}_w!Jm6jQBo6#~-nlj3I$Hnju+DYtxlGwY3EoWnbbvQ#Es6zwOQM_+yU zSjldkuoVy4aQxwk|AX8iFq3P` zje%9tN<8m`N?xmyMqkiMJ880rA(eo{*T38s3+->CZ62e5iF8{W* zk>lFu^2uny71l#Q_3_<687Rgfe!s^%cLZBrlOg$P ziuHx$YG%8UzdqH~G*7Zk^0t!tK&8?$1ZK5jqpY*%4WbGXT+>#|hGh~ft(SDVHPoll z+imGC!x(v9F?zp>M)Z9x_>#;NkTI1l8g)?%?7U{$s%O%%H@t$IDZ<$Tr6 zUbxapkbaODa=hvNicUgD^OIPsw5wA6l2I?(qAQKDtgF=bJ;vF-Z!p67!!KgnPe1(h z?xwd!$OW$>I+~2u8O7bB@~nSyJ(H(p|Gla`BEcTzzMt+eqJn^H)>avUp-ic+GUhh6*E_)T5+z08QZounGT@&>C-R5k$0PVY&` z>pW79)=d-GCO&at26rcp1v7rCH*NmNeC2&6+gI_EnM#4!Ssb%OYMss1)86pz{$tl{ zbbjYmmFUUw(S|33U;I$@JMwHraaJGg7GasFJANUY|)c;PER%E%5%OqN#<9vxS zZMM>SGF*xKAD%A*?q@MKkLQhOr=E7q%U{9#-&Q@jAY3b<4pz;qQ|_PjrG4yBOFdh% zPQgT+)YS_4xn7$GA-l=yWW)>jcy1#Fe>WQ)-Y4do&H8@0)MJkoew<@K@8TWSN4 z4l5XPy(sNzck(BF_BqMA#l@P@_r!dkFC?F_lJ}RSfnIu52^MQC!+F!A_g4s4X01f( zZwE2ocCclIPd+n+F^VG!ni=)pW zc*SLj40 z?G=iL%sTJu1LEH-1>sm*Q z?tmUvuC>=A{)xv^+u-}J+Wy-rA3A>%S(m@=JB8|<*_`~9>`Ncj0_u3Qz7jfLC&RGR z*?Z90`HVt)!WDvk&op1FXNxmmdj zerTUl8u>`h1t#qBW>eN0wfet;nEwY+0{t8N-#Q?|sp6)?hIvEgKFZ(+MS}PK?Bo!0 zNl~nQ6p5l~z39aO+f&S2-&YcP9M?iX!{nJpEkg_Txj)UYe|O8}1T+TX*`r^~*VfEX zQ!&O9qFr-j7W;bWrcynLC8H_SPY9q=r3f-1H>%1H%>^rYnrY3%+@t{;ucqwWp0b{m zzs*9t@y3`vht6Ds710?$x~zJ%jT^HYkIOlj`vW_m33*ef0h z9_3CEoI@_xonD=T0MP0O|GW}kXY;CYH)-{rr>R{P@O{oVK-o^U z2D>^n9%||S1!xEqLV+xZA*cwjOWxZls!K5_*aWZLL)Bof5L+uq1?+PsfPIDwV}Y22 z!mL<}rwXjT57*>xrj>gdpfSc(sNvwR5(e}0SxTTK2jp(*a#mDnxl{rYj*SPfpWgq$ zenO=L=u7(Im$y^~#BK-M1)bo%p667T(C(=vRD;e%3|K)A1L_!E=q;#V%N$7qLj^wg zA2);5{J9b2WuY2{I_x^RoR+?Ky(L;GPy|rWtt)uxmTP8qE_I9VV1M1e%SKxWmb}$! zwm_T}JEg*NFjRTamrrr~y|$|(7Sh(^1)kg0E4QAvvd$1LU91)E8S zXJ;b1?w(TysUGGoRBn}vwlq%&v-2)|5FlMREEUS{n{@g$m*wR@JWj@B1{Z1D34c!g z&gPdDS~XSCe&2*bYhUK$2(e9tgO8c5knbX;yWfZrd{K@(V$U*%mqHfb8ab>b1Mnvy8@5ASE5HG8Y1WsvaIqqtLE;$@mHXV5*u zaflwRo4znW>pbxNm5mZ%+Y`s|T3GOcOamK%!@Zza12Dz}-Wylg-2I||eDuLyQ} zeti$fB|M2r_pIV_9S#ba5()+h`yd`ftO-*}f89LodvEYMMo>?0qp9l${6(LGaUmyLJ$k<0 zmec;=8C=ymM8rdRbA8B2DYwQs9G1}{vSD|$FkTVQ`|>@X|Bb^#Q?*3-vV1|j!4rCSH#nBj zUkmiJWWWlM*!;w}Zxzg7jD6Lz!dSd=tr?acfQ=0y3n|#$RQuyF(*b>A*A~Ihy=E zG+vzi?F@nRe!P%Dm)qsI6aArUKhLGgPR7 zPDab}Z5}7Cr(`K@NZ|?TSgT^?6}o${HHQ-Fz)e7d&@-vk(q51R4wGOu!x=upxrd?0 zB7J$M%5Gz7qGE?~c8BKwkD1NGyxoQoFQNX+oB_o@HB|QC4bwji~e{5rN4n z%iSqmirV3vR97UUeoKS4sFgk(!HL=UJ=pH@-np#)&-p|KAZ#oSz!K{Ks9Es;xba=l z3$GN{;G&9Y1!fPqGO_`HJ0CQeVEi+v=2KSV9VfjfX-0?QT2v6B$| zyFWV=5MtAS3sd;X%70L}j#*WJq4ZFd?Ddrk z9`Ss0DH?EO#)x*+7tQ06A=9F+r_6E9q9y`qP6`B75dYj88DIJGkvW+@@9dj+N_Ny2 zqx6^WygsYyjy2Q;e<`x@u9_6sQzpx{r{&|Q`EoM@cHc0{cVsNwHx9Z$*rQH*`x}gO zUwnrZ6&t^p$3DSiIehQRXR8Pj5KYatY*vucUX~z&%OqyaThDy*D(`qw*ep;Nuz_=@ zsqa@;mwf}{t}BzH)J}B|rBwg$pjhuxsj^0=DlEpd?hBr-%zgz5P*R^#$KvkqH8V|u z*90)S+zUgGm#4=v6mDJ5K?iil{(LrCeT5iD<+_yTF$iR;yvv=C=->pSFiRv4snID5 zstZeuB@K`b>%(z$czaiK2OFe7Vs?;DaHfWlgI*KWa}!`y?gI2kI}pQ+RWHX)mjdY8l*fjQ zK*PKouIe-+`wu3pV;6Y%fx2`I57+PN8u6dfEsfk!T!`6|mWa&Fo;Z3Mug(7wE3(W! zbzFj_e;jnrT>}aJ<|Y2R5G&mYNqra}A1+I%TtV!TJ=ulK>$`!x*o9 zydWcy`NYwB_uMZJp?RR(>Pzp z;plKrB&j0$XWy0o1p8OgF*(<7@20AB4lVQ}m@AAqjrf+qX+6#fpiagJ@P|*{K^`E- zizdqsI4ZI2328bO>XBky{OmlXwIgt7Mvfdxwe7s@I-bb&=^a=mr;e5S3#Fr7t zoh~{YyRABz#sA(6)F9bS&RE^DsU-zMQ)1qCHG&^z6}PLrSm^zBRo6-q>95ht2+5Q& zB$~S5(eo8U^K><=>MaV{s$n6Ik+@IH-Z98yIzA7CtA zPoKb-VL$Q6cu z2ZDm`?})4~-`Wy+C$&hm(X$L?A4g^-Qn{Fgs5J;nu6xbO-9|M_{7ES)FD8VI_{nJ% z`fS(8(8tv;k5r-ZNB4NAEV9(h2=*H?eyKEOHlt@5*z*zIslX`Vs?D)~)Sv_Ox?U!Z z^{V_?+)eNc>r4{VQ%ti@gkS}^Kka{<5H6&yIDM_q^LEHbBp3}?d5f<4IL$Rhni zvc!*j=u5-&5gRtK+BxQIqFj#=W3@+1)*{KQHqJ^<)ALz5X<)AH$APV92-fMXr2UVR z51@W5k^M4@{qoQcGnRi>_AF*}PUi{3`|f^OBi*99>*Tt_9Ti%=XA<{)K3jC{2^zbr z5fkKSR*%jP-zpm~Zsg9bem?Q+iEqma0qK=H;!$P%IBoNCe>n?c*y3)f!-jqFnDkMF z)3i6_wB*>_nkM-2P8#Pm{t<<-kkUtHhYCK7c&QWTVtP^5R76 zP-|6Wmx+9BEbmC;@0Lkiv|{2>kzYA*Rix7*q@@o)$3>IPot0dit{n#(N$DBu3rKOq zFDrhBTQYL@`kJkZH;Qxk7^|$3eTH4oH+@RKe$3IfTQ;^kP3Ip+*cMTu%qN%V!D@Cz zaaN+C{+&0$Cj0j5P|r_4A_>jf^MzaJYt6b}TcxWAFHxtQe|Qa_)V@d$j<$;jtJR#s zC!85b7Q8(aJJ#ThBN|aX*W2N1QHnp0mCYBUh?iNN=c|Po6*QAO_;=N)1_c@hSo~HM zk->XaTlJs%Y<(}aKy`^ldYUJgdB4JDpbK|@rsi>nk0<4c^5W;*+1J&Ny33^~8}Lp~$^iqoFDBX0l44wI&vLw)Z&S+E|Ty%e3j0Pw_E3lI$gWW^jJ%*7=g+P=e>O zLrTaLR*kpbl#IN{yoICMuPE0_j5rk5Tj682eKHh!eic2B6g!yjdXaAiV)s2SGN<%- zNR`Ks;QeiD9Upl-pj*Oa>*>WC+upqsO zhJfBM`IvXIN0GOo{+5Bb&kx4Uc=M$mOxQhsh?p~3;e)?Y{32UT8x+0T?_AXkBy}^j zOKWudGmR%|Th71hW-~0ND|F}(2Q|_#fZnSqSCq5wd`q{fmhgS5G=6Vf00=?H)0~%8 zHWHE?RW~w3g2QWMXlD+v!gJ1G+$}!D0op;^|I@h{5kyFhi~(hvO0EK+erjf&cy+5f^}D>v zBmP2@c)%~@0cW>RU?tg9HoBwp5FEqH9=-W0%Gr@PAI>=dY9+Z&UW@%ECB4eSts({f zUfu^k9yqPpv&{$60Q7nfTb!*Ou>xIBZmBdCcJL5nC`5Om8jY_U^!_eCtn}q4nj>;u zI++~uqiZdNE+~Z!6UR(3?h!;wrNR(-c*@7jQJ;uh0Cr1x>1$1rZEyxRa&m~9{}DaW zscWBPumk&Ipl&yvjehbwKX*CG)*XG5FLCqbWp8)>Pxma)`2_wq{{KP^fTHEu|4G1+ z@>wVEhChJZL0N0$B-bpweZ`O5AkJHdfZm@7+^8)JIlwwLy1o5x(x5BCQ@)=uAkXzC zYpmwlAEa`f=DSg~OORFTv)C{O?Z749$Cwz)1fC!7iP1d$guwL}4W+CnNlt z_|0vu)N?=Pwi3NX>uAVg$6&NS_sFghI(t7=rp1b{QorCR(;0DX%28Q1BsD>=A3^6>0 zt;YqyrfZ{MQQ(J%tO6><^WPYQk8qk-`$hYyE#YiD>yp0)epQ){=j3qxjqT6RwOHuN zD^wikX_qe$C&{PXO&u50oJy&$1}pOTb7G|$?USyjGG)HKZW*Ck&|B7B?q(}be4+N) zq~i=Ruv2uVTUNe7{86yHGg~G&9SDcwW%POd!(b<2fK<_isb7PZV8YB7aWxGibU!NB z^xxi1r#i6=09!HFME%C>z?wF5cZ^?N`(K0Cu4B3P&f?f)ShKXb# zZB!2<*+I1WnvSKw?jbwY>o?1-aSKpVCgvB-^$Wd{Kew^sbIR4rawZ9vLk=^&WGND^C&)%;l_8s+#(|2#0AjhddC-gOk+Y2f5Ny*T3u z-3{scTOcB`njGWfjlP7|+q!0K@Onz?52 zH*tnZ@eO#huI!Vdcyndyr1pMxoL8#2ID3GyY%V!|T#+(Lk(t$Ny64OD4I_`3y4~?w zONFKhhu>41fxOR~c_j2}=FV>Pe>R(Y>6kPq1*Ul(aAEa+)Vx{I^}8ta*s1RA=+pN( zAi95-tg#3Q6R2f`{3#tV9M8WurZfNaiefNQd)Z`Az)YW?eE-uZu?cA?Ik!^Pf|iotS`oi-7KywW7oAL@jfjCeKQI%tMYtG zZTvOH{!oBbtKozCJYMN-3QqIoiEqBeeMx#$5jz1y@vtB-J13Iy9+$i;^9asp% zE_Iv+Fm#xa))N>pCRr2ZQNWX}tV=U^i61p$momsv*tSS^+}^~!7W*40dunv#3v^%= zw5F@QQB4*ZFYtUgYj8RND=6OU-hay>3Hpp8Qt`c?ZD5EAUI%jRl`N9g>Yed?le!u@j?!`dC zU4f)tBhly!(0l#?<=Dc}GxH3eK;DY49Cfpo$#;A>u)luJ-TO@O#v`TM`(nuZIQaPu z+w>xEhL|_AuBMR#;dgYsUn^YN_OdMenPpr5FduhA_YW^e?=VbVO~P)owLRp(XQmP( zaHxV^`4WGhIbMmO(zwB;V?%NR6W)3kS!}Is#^saJ!sI0LbT8!}UfzFR#3~fc!fG*t z8EEGtAhozts|M?FY+q8i-GQE&&iux_G;60*1PWKhplA37|L{z9ZWL7h|Eg;B*9^R2 zBT?=X$AFaOH{CA)CyA>tx?X_p)FalmMk1wT4_^`h%Du_!`v3t}VSGIg{Ehmtqu$sa z+t25qE8<1y%nO{R%bz{)2|2(wmZ)I=K2}Km58`M7@25ep`L+M@$r@>kV&ehvMv40W zh(QXPz$7krO>M?(j?mSqH=oIWx)mWP8 z{vw!m;67#GIqXO1=3iJRG*q>EndO-O7TjI{ZRc}c20qi$4F?AA#+6e*;=<&J&ON$( zd)Yu|`kxKls~XHiPv{otWYXUr_exK?WBI@h)iezrr_yHnR@Y?Nv-}VR z0BsQ^`Hqi49koLK$_d6`Ul;VtW%>$O`?Y%?#S&kN(@rO4)NiAfE^Mgp)!GUXCg13) z(vR0CW~E!(h8#noHQL@)VsXZ-IX}j-H)MPfgQ{va8{^^Sn{^_)Ykidgh(O~o!ALml z{I}`Epu`9E#<#A>+bvvBBNPz38qF%Oc4Mn(-)IM8+MZSUkDmQRzOa`Jw+5922<5eDwNV z&fIw$xP4wRcgHpG`%@5^-fsD>fR%T{OIzWznh%HF-El$r$j}mMl@~ar;&bjlk96hR zUKkwCHc{`Wy`P8Z4C55im8m7PtZLRrLazVe1==6+`bxS!+z!jzvf?9?DgrK9JZ+-J z8acFPbyTijL}l-nDO1xG+n>}gcvqhzpZQH38k<=?m-@0wjoK=tU|G^j#2@yI?ert# zUJHfrWEfI+3Ovo|{uJq2g{q?$+K~t}a*2vgqdk((N~0Xz-@mf-!uvj`YwQ-gf=1&@ z2K4O=>;e%nR*!Xes<$=j$S(rmXx_MHElnw*`b$zQb6K(dnJuMK-1p9q!&HkU+PfaG zAR4;tlDwKfyU>O29YVW@{Gkr!NFQVtOjS~|^84l3T?zM^SSck|Zcifk69oA)J4rYE z&*Y6grHIUCl06(fYPyO&$X7d0U&pq3s9Z8D`?BdGNt&KfTF&=otw~Fb%us)XK#Jlm z`^(o~p32j`maIoC5$F0*d#>KnufK?)v|2H3hy+Qh{fIX{xLWtA!JXwe)%6}Om;EiS zbMk{_Rz*0_>r_`I$S8f&nwJp5@7Xl+%PXz@w)wqe=b-iK8>Fv<1t1uys*LX&<_F?l z%1>9kyCdtp`osOOt{L75X3%ahuo96-mBuAM16hX+tT2&K;V1%oHdPbls4UEk$vI`L zGR)AP9p#v?H5(&6SLeLL2DL0y#|a|V&E9C*>u4h#8`Pm*5EL;eU`(Kqoi`Pf^ojLe)}?}qyhLJc(iY3Aw!NAoNimsfdF zMo%Y?svf@J{sn7^uVX}a+dij~4=aFQM|5<#f0tvds&vx-t%#(56S)DvyOdRDIWEF9 zi;s82{=`>m_S|O|8T$jZXmOm9Dx}F-`F5Iz2D7tsQlCOV?yEC*{NRmmY=O~lH+l+v*q3coNnPwjsw%&TUHT@D z=YfDXGuG-?PGS|KM1E~6@>Jt>8K4tlgQ?D6q^vFhv0I`SkIS#hey~V=DL}B%6dZhg z!>h67VcB0l9Gqt@!_o+o|216kZ47CU7T2>h;;ZG@;gzS{;Kh@x1F{V`g3zuvX{;M1 zhDufuv#ks05P zHd+`Leo2u;) z`XE{d)c9l@fjXyozwDjA;O=HEOcV4r8*PCz?0ckt54pngyEfX=4qeDU_$GF7724&1Qt#fae|hAl7*4zZCSX1hnjU zZd6E|B2hQ#Z&QjxYyU|R{S2jH?JZiWGw{KJNxV(!a!FLV@O=`lCuZ~!jtQP(tL}e_ z4vE}8X~#=ftS3haL+@LOobD*oHZ;~pPSL6VP~%5B6EJcoj5Qh~)2VwzjHu8#)yW@i zY?(WR8!ZIOc3NqNI!dGzzY~)3#&?n7y@abHMr)*cfr4PL;D&EQO2D z$XMeQOxsFxzLXLjY&BxupzEfWQjU$O-EECYFg+d3FKTP70TWEgqp#(=p*`DI>L`69 z+z>{7#&eZ(!e|4G#XG`Pwp1E^Pi}Lzi7Qh&aL`ix>Crn6eSgA8pb@Ns;eWOL{bvvBe$N;-@4bP0#W*Nrhldl!pRC(R?scbcB zYjRd7?v0@s*$>#-f-vA6mpUH7lM>S%V!osK1xp=aBtZp*pvOP_!?Foo93i=8Zky=dq&u-norSe z$J}w(2%NvGpoD1vvUS>PlBuahoKu9o=H<M;U7Xhs9Z{ zE=P$6yjuTF{9g!B(AM7a@X}F9j!sszgC&qI?8#nQaO_xgwjl0!yrE+fs@zb6|Jf4} zgk#34G+|)A_IJB`UWdcEM6Ny@G?5~IONYtojpuBaQKUvTNJn)+D^=?2Q@rH?M@Id_)OIVw_i{|JBPPaj9io+EuccczzHBAn0=s~N%tsnc0Jvz#$4Ii zVMt`6WM!qA{5siVQ*BTJAoSxj5tU0M9Rm^@HRcR4F)z%e+wSkkDTzi3J1*($I``!0 z8+fq;>VSP({mr{ICET!CndPi5x;-xk=O>_)SxwiWPEzz z+!#x`Zj?0>-}cA)+CDGpZvV1oBgs=_zZB6gtDd1*?OFhbE2PRx&xZ(gK4yI^c;%tZ z;ji@!9`_HgemSFRU9{S>21@3Lwer;zjTuTFk?(Sg*m?S&X+Nw8|t&Jl!y?zAv zXD+2kJl-8IQBrbA7#zDCiIT!!Q=?nBk~mLQZ2iJ!oFsS6zm3{8W`~Tdl1DU3Azar| z$o`n<>aOjIk&b%vGfkbTwH?!rti#CYd32B(;|m9uEOiT)#%QYj#NNN}f0Z>v#@Ah` z__&Hw=q^2vJlb0I3g55HBE#Fxweid1$eOGYBh~LAW#yMo%Le-f_sFK+GR$Bp*3>BT zmORzIts?0o*TTlagx3Kl{?OV$8nhi;V4xGQ(5V(-_HaKqa+xN?VizQ^B71l3;G9sG zN$iR4*Kp`xKG=_h-EM_V<4^v>%j_*p`m_WzGwd4Osj0nrIc{iZ_}wzY;Ld_K9x)#Id+w>|>@CXG z^}*v9;}hj``1N|rHQh{GD#;?Fj6$IBeUap?xoU-e&;N3KVBIZOY}X^VF2=VHZCCx6 z34eX4O+IM0UJ20JctbpJ+cC4ROpb~y**2NJw6^9KnQtXfjv4-n?+kBLz@D5@d2dPP z-awvSw{|5qubu=4I0ya1I{>W_Sa-@`(y9DEl1NCdC%R z7$YyK1hsj2d*-RNMR42`2hD8OE0)TV;W8tCI)r!!99%4SM3rfGR~WgO_h{|2lGTSM z2Q~{DrgG=m8Y@}8RT79ny6??ruaqHJF=l9{f!An;YyVQwozxC!P8TybVPZ=Zqljhj z;TggjNaAf2DE3Q$Sg$J7jyoQevDk^7^4KFm9Cl_F3aYb3JpBi@%{kMe6K}m9<`zLB zO;{sWz>Re#U}sMkWY&8bUHqOwBHOXEhH%5A>2?8+q${gVNaQfh>_I%w{)wVln;7?% zHcX-_=f(P-xP7s(E`e}~QZw&AJomf>81F2+Ih)2IaoSpR=Cb61b7Rp)1krGSW=wjj zEf8Genn~9FS_yAEHHGJn1k+IVqOO;%qov>gWyH2@*=yOy-FFW0>=_%T51k}L^6HZ; zs^e`7A)cz1fyw=Xd76h){2-h2kKWg4!^uxxWktWZ6e^Zcm&y zeae0v79UlC`04*fV7vjClCEh+-i}K7pdA*vT8N)jp5C$182)b1DX}h4TMe#v;y@K= zE$ozfz2Tlc;K@zowd)?ZvEb+ADuXxTOFJ8}tcRaTD|fY^pTiDBE>#1wf7(B4FcIr9 z{{*?9I*MN+{b@c^MRON%;WNQhk?-`TCp_#Z3>Da|X0s&6W^T#unyaNerC;~Lw$0Je z0&ZR2Z}g6o8zfC^fXtIgJd}Cr6IgI1>cWcH>~EKSN?L*rDr(`vAI;pBnu(t8yC~fC zO%@#|{dEtwkQ=~GU~w>*|14I#6=8-F3~$ql!*>)>sm6BhjdV1a-7)HtMUIyhoiXwZ zdtL-=uX+3iFNFQq&b4Di_Eqh^_502{JkO7DtqAekOk%9w%_4L}5qc(|$3#8q`&cye zthl9-&s%ZmBJ;8bwjHcTszU+B3Clrm854 zT2-}b*GlZzdvCFKVnmSS`JLzUUDxlAT*P%GCnx8;&wan{*XUU^`iG>y1~PG0AtQ1` zGn70OeYJNHy8??2VW<8#lm@X(NKpmwqv?*Q0~hE4;Gb!$a~L_h4RQ$ocSB1Bnxl$M zfnmfdBMw5Chg<=o*I6B4`{9n9!+GfP5wS0hqe-4(_&;0A;R0od)_-YmstT-$Ve^2` z8x*Uzx_T6y6fm3XC@e27;zM*|s{ya(`3jmq2!X-C>sK>ZUJSTu zqb_=g1J2Ew)Ow^BB<}(7L=Ac$WW6^tIWFQl1gVPz#y;*j-2ML8NJ( z{ug@p^*`uch59itao}zj1Du`n|HEO@4AA||IbmQ|R5Igu^NS_C%QLhM+*bu&6-RI3 z@zAw0;)BPoWjEH7CUx}03F`fN5er7}Qwqm5R-!~mVTpsdPRoSQ{&oMh7|%$`Cw|!9 zmh)3BxqzlE!>%yt_s$lf2+#{VyP)~EKgLdN3jC!=}aRsVX{BV_YL8p{?v{i96%LKPd12{#*tte8t3%^5iVXaPQrJ_zNH9IMUM z&Q|C3=Idwq?%Q$ja1RyTnI5E5{>wSghvBKfzYb2RI>97>@(-(uP0b>?YifmQeHG<# z;Vv+Yzr8xh*BWv+Tx&9&eskM@nrU}T(#3avtVv3O+>3U5O0&LN^mrN%RiA6xOwHtC z4%wYRuwH&2=jAZUB?@hABLC2xXdlq5QI#rCRwc6_g1uC2LEg^Wu7<$eC&Kf2-r3N={**YFQ`1TUxkxmaDomq(Aa?Q4 z&UV|ZJm8W#tocbF>UdAB2L4xeuzY7IAf0#BxrBzsS$9q$np~l%x@doFVIg){2?3w* zCcI-35;7NZT^*v06`maa^IL2WVBeoFqZ2zIRCz~tMZP|ZAiek~pfEPYC_XPasgqD6 zX$5)UW5?!kT72Lp4j~(c1{MuuM0SMLl`%?vl4OZFyWT>^j{IDZy}|WMGAzgx@w(xu zvfaFb&0ms`z@DWWMmaIwu`Aqt?E1P8$AOA%Z4md$Xydx(!v{BybHZ zN-+_fJyp?bgM|qiy53>Ew;Z{V!=a;wdm8tn;=eRit9&yv+j;h7WLHl9N)o57{rAca z@rzBh?;_qw$pav}HSp2xKpzBglGmf>*3?E&O3o6daSo`JkiGB1^2&ZL8RhA63?6-^ z+VzPXTv1{tLxKDfM+hp3rno_7A>K1lvEr1u^}jJ=B2Mg5E%CAhsLtAR!Umj)3}ng zo^LLjeSZwBm3SDyj^nl68#ij2xUY+t((|wr}(7gk@EVxQ;5?sf=m=bv-5aG zlmYDyUH%=yQs0m{n*mj*aa1Bo47BntUIfK zSMPA;FBYWha}C;-Qgg6a54T7 z=9Xe=<9CLU&`!emhKkFRN;xLI|4gIIGJp2FNN1+6;9(YwqPc3k<|@V|e@gwU z6k-1zY&fPNciFeCe5>&E z-SbkJD6JPRkM6JfG-Hna_s1K>@iv7>gS7X%kSw&IJ zo;G=VCKlDa@2ly-wuna!`irgX>DZENA+-K}n8+Wc>C3mpU#4C?yZA%CWp$=ALwO=V zk@+(GivCjPvD~h09e?9Pd0&|Na*o#I97kY}r&8O3PN!du)D4Ys|ODqW$n%O5N{$uaw zGxgTksGlD?2evKU$FMeboo3U0k(ZhMd*Y_@9;`km=F=ql^^(=Kyq-PH)3#t+ja!iv zj(XZ7vJgxbtnm~7*46n9v3IO=rgxpK0lBP$)SB!v4!S=DpOGN_ZQ3O|WWmji@5oU< zlH)<6am@a;vd)vu>G`u8RS~3^-jd|}Uf1Q9H%j=;9bk_}%S6f{<#MX--7g(K1RZ5w zW8B(!<9vM_MG?<?S&}r0LH0FpJ2tw?>7bW}?yO(>E)NFi{s`r`rO1G_xHVSA3yAC$vrX8d%@0 zyS{!zRDr+9aaS--n3HvuX0s9Gq>Tc%F52qMPr>mxO`vG70|ZE}l{J~Rp54;W%*zQ> zR=$l1OB}`&khMp|waR2g*gPrV^=ru%$?~|chART*DcF9{ZCre|>Hhri)fZELoLik z7)y4G-RWB^dm2)SVsHsdgOsXe+%_quqFCYCve0r{rfIG8eL_|=s`lh4)Jq=&N%W$j z{udQYJF#gb^ISC66JDs2WVo-7agGR+kHWeOFwe>@)kd3d zUz@ehpD&p9Bg)1od;n9Snpc6<;ok67Zw2o?8Pb00AE4s$Os$bK%lpng#0Qm3%`M4Z zM}&prf#9!(>anq!-&(v>bA#B?N=phDZS3KX^l|Ym3X1%{SHBgq_Kx)5#L}sdto%EW zjtr9ciF>J7KO+8h{!ZhX{A^R@xx}a;naTI#hH))Q${s+u)id(nk@xSQ|4jTJQl=nF zD8PGjW`nNJ)N#G3UR=Xf6U!8`hF2|xO@^v_iXXGYu&gT$jTD@6z(OYX!5}%=vK0~BFBFYZ6FPi!k#Q20w?VB4~kA7E2cZIFZ&w|e8o z=il4PUV9jFi;xqfk22I)zPF`WyB5v#EwuYOl!hIV;<8)tzPLVL4yIN!g;y(nVfDjQ z{G9to{G*}kRM!KqEz1iWECc=ot&i?h)HXTs;jH%LO<;`c2>0hr^*qb zR6$tw%YMWpqDXzuIjYQ8h;~vdhkqT)5~L{-6-4UGlkeKl(p74-D>rltq&yfT@k?Du zPLe!}=CU_&B>yTL0Qn#r7XOf3y>=P~Oe445vxO#xI_kD$4Uexk=d3Qp0PY{YovsQ4 z<*o5$)*+Me*oe8pU;x?jqHY`0U@zrX=;sWc&RlMWElSa_# zX8>SgxGQ(B6kX6eIw5*Vs~@YO_Ryi;`H9n`yavto*hfET_;K?%RVBc)0%!*S&q`9Y;V(?FC5%bEi;KfsRG`Ae zs;4g-{CK|u&nID%`15Z2de)H6D+6r3Z+EpB9MN`0~&KX_1|M9ZNp)V9a{ryl45 zlT9d$qEQr44BaLV`{q;LO`gubt?U&hzxE_}wOZODxkv+ zkJ_Dv2#60*8^vc+dm3dJotBsqUI_Q3z9-I*xF&9zr;Z^RFN#7Re7U9@emU)(KgiyO zRWmspbGJ*}C^Wt%+_`TCrA*9TFogX>Qs}rxR+m$$wV3+kiNO49a(tWMe4Hcz{e>nS znA?^Y{cuTqgZ0=(L3nH^M{5GYdPm;b+#rCtjMRBQC++I#Yp4}u$k&qy_I}(g;$ZcW zVk+?-w)r5`hqQ4I44iIXrax6et9CjBsa?PDNjumCr%K*P3Biu|^{jsE3NHJ_$<3X9 zY}=gXlAmwnP8rF$q<_6u%cFRz2%ih|fp z1o_if`g&H*ISNx9cWni=()T6=U{|~hGt}kD@B0 zbIpbw44-!zBfe-=-?Q?vd}zrt`3Y$W(IN;;rlL@RF(RFC=q&f2=z~8Zvz=1%+|l9u zY_|x`a3psYOpAeb(Wz4VLoY+-?5mer8grDY zHOy6bV<$}8Q92KM-AeU%dn!-JR%p#;5=xz4dfvxIedg<6X$|ZL=FQ08;Alg@`d%Z~ z$Z;yiCIc($*I9Y@MrK$%`uXsxCLu2k+QAZWgKFUg>}t1J7<6aHLI`~q;~V{T#yNoM z(b$8XM+u(U;MnRSmhp+%rdL<|a(t^1jOH@)L_#s~>k&@*Uw5A8^Ojeqh*cxR9lWY! zoE$^ZUcJ=GPuM-1pBpQvrVOO(ZPh0LUniNhF3lP6>`BA(Ls##hb6ka|i3Aaxp@y=+ zpGtuB)Xui5eMtt8q?QW-?Uv3e4P|16ZNMZ5$K0*rUL+!8L%;6kj%5ArKn1?=6#3oy};d#gdk8x92y7ov`gTtb$v}6rJAWP z;*ElNTz_4pHmi}5LLXZj0N4YO64amaP}+Q+-wzZg`$y(>6mngluC$C#wPrNePe_u^ zXUUiKWUSVS_wZDhvag%IfCBq7TiXswAg?WFENf1b<>xy7Et8!D`R%V_=Oy|@FL%x# zRn5{~=a$JF7$z^*M^|$_^&63oI2^r?nfp5b+4vi4$ZgZLE3?qQDm3-#2v-PO=`9G& zVmuk>h3-8v-jOkB`9RaO4ikx~rr(W%^p$BG-h5TC5AFgRmf>@3(+SP4o@+v0ki;qN znjYGHt6GXZSrj&Fm*GhV?jTQ z+S8T6jdIjj{nE~i*Cpja7}l#|^7~lOSiO>$P^n|u(_3Y(OS{U921b{`x4JCr8Yhdg zeCIxK9vW9If21RssAcl29$%m_X5_#(NaUa@9`HrT33*gFh066z-(t>Y8m7$qqtm4J zuwt@$D`$?OyO?_vrwFioy-Dty+cZJ1LoNH7ZC;_*D}&@FgPeb12F>x4!c*%QLxXL`I9}Tx?yJ2Az$@P1{jFEA&JT@C7uN$|kyKTE~WV&Ro8jxcb`9y6kMAntg6WLf@UJ>B>UUs1CxmI5|TazKF zD;u`jFEuh-CFgeh$~$*~YMNWee8JSrW6@6y1pNZK&-D<_vb>b_Qfegf&kro3*IIiCgIBKn(q2M zkX5c&{l^xLr;jt#X&N>S=i-?YtGyNKMTKk_(p)zx`u3wK6{4CdBA8Pa(_)n}!bA4- zVg_t8Kk7HEotA^lsxro|dK+J%T&17Ch%cRSIXU|+=vwZxdp@8h=t1^p&Wau0UQ?o` zmGkIL$^I@sd)AfKcKe?8sQ0_32uX4V@P020UBQdF-v$v*@%Z@Xg^WEb*^PH0*K6=P z73RAZOo-6~`!9#xVyqZ>);w;N&~uX3=cfP*rcCB8iIohk%EP1=+2X*uST2TwTmw22=N6 z`i%%rX1q8dJC$l%tF?EMQ3ze>iFK}*RwEDTcldTfkuSFOAdcqlu7_lFZ5D94luXEF z3b={BH+oKmJ4Kb_^j;SGSqM?C?OztSE3xfouBSioJeI^6rtJkx9>pErTkE6GaLqV~ zl>j~FAike`g{n0|)PM$K{V6VIh`TludQCAkHS%E{&l|^iqlvWUx;0DkQDyQHDr zBrI^J8wuZ&FAJumcpTrFqSLp=j%p|YGwm7tX>_i`IQxtsS=Ci9 zNB=_of(QaN)fkaT?$lS}O;-t`KbN2IcWY>wng^b~- zt=!I_kd&?J?T~w!&zOCRJZwdiQySi`s%=5sf~AV}CQonmH?S2p*EN#Oh^30{ds$>Q z(VDG``MLQkjFV@23Wg_BCiH=YC&x_6s~wKW%GMUepOP8<)GRz1XKAvZ`)!%?pvJ;` zBk2!!)u5+KbNNyy=Z@*|w$;G+$hVpL6lNvB^iOY*F1wZaZGgSR9m3YH>cF1lRI5`%KP)7uyssbbBOq zSjUW=0#u`4c3^D^EbF%XwM@ju?JF-0+P8CNt4siIN0&>5g6&AXBcH`(`ABngYIxzU zk4eP+7-N)YooxKYJFFC|zWEa)8_W&S#UDncfW=n#cVQxOTfoH2ZJ_AW25|M5?!5h( ze&gv5dj8&ZS8925z=^4k&$y|>v0t>tgq_0=j@K{dI^;!Vr=R}rz-A6=8#MkyVgZXx z_*P7t6yc4uEDR`W_Y?er+BDbg*U+xce_i&miI_b(&b!lLlf)x^=_NIk% zhTnCDgdJ!VnZJ5=`3mfenOn@}yPVWNV+7=_hj^V5BftDNFcoxHfrlw%j`fi)S6~2T z{pz5d_O)g0yxmU~HzFAL!|N0CL47q^Bb)Kw`<}fPLFFdC(t|JC4hkIW8V4`#(Dj0v z46Xaba@;1POZL)29!{8_|M~d%H=1%TTV@>2c18h^X+y*KIWEg{d`JFH;)Q-{~M+&+A?eDtz5sP1zY zTl`MrtjeCZ3w!Vfnm6E<*oy_p4$uAFQmzC&hfE=k`S79GlaM zvB8G}j&u5DVevOPUtx&5p_W-#u`Jy#^xR9Xp89~us$|v>Gp)N@n{2*`%UQwprFes> z=(r;}meo6CwHjIS`kQv?R^|oN=@ip+sr)XnKWZ8dCee@s+QI~I_qbME#6+1*+Ab!m z=(H=C2Iydmx&Yz+eV|MtwfTnx<=msd>*tFa?o>N)<3o?l1*aH4H~qHEi8#vWgEa|c z=uI+($WFrN(WD&>ay>h=ptAv5f`Bg8eRR}K0&-uid$6wZ>RLZkef11Xf!BkhQ`1+9 zz36FoJ~W5vJk07EemMldVtZcZe5kGPW-iZFP1%>Qfkt0XpL$w+Q@7|ft|U|053{sx zMYk{loi?2oJd+ZsA4XVN6VymJ76ocjG)TD$_{c^SKw5&Ma9{{NBRl1@~0@49Dphf2WyM z&Ujh54x8r13Vhu8AF&(o^Bd@&$^S!c9%e7y{ua-0vkGvP{>VY3>()e%uM#?!f*N^} z+!~Jcpq%Di560<|U`2k=mtzcWDYg(7@XlAKoF0R&2XFrxMQy&k)13UMS6Pr^#1Khj z$L(N5x+IfL9O-3zto9HCtoEcJiQr(L1fkMOJ_AJxl)wp)Nzj3~tH5ljn5OQvHNnl# z5~V_Q4Lc+gyA)x)+-z^K6IfK@*VG1mAm>{mTwUB@LlsJUy?e0!))$$rsam;P=yOzk z=n>z9_^X;7?uO^_b_?!5w&HE*zIY+xeEhjOdlcdktHxE@7=5j2j1=-}SD<0c^+T6~ zN3b<*K=rts<;rsWl2lDy)#UW+1R=Zod?|l}Izqo=f5|bd0B(?ESC&{wtTUlXTdcDw zk)}>8_T>FvT!yqIy>Re4-H2mq4wFa^J)HOD&Iu_#()P^%*W4U^rFcaHdo7v^rG@yt zxW^E!m1sJB!lv`>5#NYmnaLb+#OK+liPD^G!J}WdmcKlBXIEX;EP3^Un?o7J0u*oo zqDa6HD=(M@8(SB;C36sdbD~bJa38!-%6gP9^VRSrs0(~QL>NcD+ZLqb__JBEDnj?# z2R|-(+{*MsPur-OFUj;)8N3h!UQ@~aX=-VD`}hyH{d&TLy#IFi4`B zPX!SL-FCJl+qvsDa=3Lj|7L-rQ62RXx!4ZQ(3K`)v(#6T)*LB;*QUcNe|az7y5e!( zqC2ABRMX;D5%GCB8SCsio9=fy4DucEDed38?PothD}MUC?$yl6NzL~U@*!WVjoXOn zjAI}9Z%{#lLbTH5qiA+aS+Tsh?0V>2qp2p{zU{#SK%moC_0;Dg@Da9xKg~DkuDqzn z`1BmW(2e{`Uq7cod8U);In;)0p2;T~EY-5A9(0FE{7k z2hW3=uSWJi@DiA_tqwvkWWv8r7bW{E@JT=@VdLP!aC{D)aHplPtUgNEYOERTO-zTB z_@{s2UrwSt?R0QK>*Mgz2L`ZZ662wIwT=^$rqsFQYY2l5)qB; z#jd3@FLKQ+I$S*p9G)gq=MT+)+BADyqw~=n*1dLC-Z*SF$u)6n!tg+*TB*dj5GiQI zTStAfp(71$T#3$xSIxvruZ-VW16T$Pk+wykRHV5w*KfJX~CxaW7Bufda@Y5vs~ zy%z;XhOTbLZ5c~;wgZgbH}XB=Sq*$N>3+*cD^HA?EJ-v5tIw$NdOsQYc7h=2y0rFe zOJU1b3+9^Yl8HTgJ7dl2EQP6jYT}p&TmcDp1(}*<+pgZOu|gS0Sq*cI7l#ssmb|kq zg}zzt>o8mn+)Nx#X!VFE(hW;xDw|IOrn*1qJs#$Ub2pJ2+kx8nzAH!?ae68WS( zTS7nCkRS`euwMUP{wRTwpy|0FO8v6OQ% zd~BCC91E#QI)MrN0Cm7zd@2fqpq}=UbNE}R+mT_f6z_ZeKwK)QrjENa73d?STL=AM zVR-Fder|`_R8Hp>O0*Z5H)1Q8`&9dzq%SdE52xHk-q{6i9V&Abd2qm^n4|3hEd2649&xq}$Q>am+XYQ0)|2TtKH zDT@iOR0kGIFdbZQzRRktJwy02_euN*wjm^USRk63WW}&}mz`l0&W0D9EUl^hT=(HH zsj=xv62Xryo5%~FEOg~wuqO4mQvj1Z?5Hj`eo!$$z5I=~+pj#ZI|&!pZNOXfBef%F#VzApXq2lbwX;B`jiW1YjmF;n-rE9vw zZ>1)_pEJ}a?@Y?w9sGEEyz_X)ZLA`iPz}QCzju6t>rfxJ8qce&v!Xnp7~}#MT3i_> zK)2eb0rCw9{rgW`e&+ymlPMSgfTD3DL7Jg}>CfKL74W@G|ITs7R1ioHphxHbkl1Kl zS^n?;5qabMuZiG!UJ^s=m(RC=j4gFJJ;W(B8~|Rxgn;k^3kkr`?6&0<9@-x2y{3hw zN1Wq;Vwe8mBlm_r4+V9Y=_xVW5)!aitoM*y{ezo)LM!^I}5x?47^| zB~Xlb>5Yyq(Jhcw3kcge#TNtTbX;N?DfiAS35+<_UB9QI_cW&w5mN@0?TUTzEVWdg z-e7n&r6M`xnIGaUCOXD7h^(k}w6-+#{U=e^bDEF&Tvf4C2|Ut9v0thL@zm(W%v#$}L6mw(G{+=O)-AcD^EOuArq>On?QeecRJ#e&m^CxpuB{!mqIvA>L13q)i{ zuw$bpFx0>+yXG1Zv8dhG^fr?)!OknnopxQF7W;76?&oVfzTXngit>w=3~bqv*EwyG*1J(Qc9AKX;>HI&xjkImslYrR5mFxOQn*Xs7~ zn3a4F-j7Q zJc;*)t}X0)Ce5{6@KEymhuHU>NKYej)@_%x(L~eY@`!1db0(_iB%*v78GwpB%AG3H z^a}~H?-kQ&=?0o@-&#z#xJc>YPCE2*@)|lMhmz4PNcmmp&?^HW{O{?i+J^L;Bask2 zub2wFTulm}Ca)tC@(z~|ez!E66Bj6F1+Cm5SwEopC}!-sdUQJqHi(e}HJazUxHvui zfn#COj=4tqbA~;Qhy4h{lHzPKioZQv?nky}5d6@L9Xw@UXo}%U&9P$3!zoG~thdyk za2sn6R@YkyJaS+sr7h(%&1(E!)?{55vcy@a zY(ZL&TU52i%dA7`H_GFSGb6N93<=-QC15|c$L~;T^L(B|iiq`fh$O?B4$QwN;a=CB zXCJ@Z+js;@b!IjapDlk{R1oLv;#*VYJ`^ZSalMg8Q{yeC@vr0MmotY7Bs))D(ig7+ z0fm`$3C4A--CBV4(rS=7+HU#zn4$T!H&ZQ3HHXS_yX!&dbZxNwYR)~!xx-NMyhN^R zBuQ#*Di${-)}Z&AOzZ0AHB>y9|Cs-wmnV-LKOat_1iC6?cYYuJQkKNAvqEu`BT5TU^N7ar)2 zojNXUN0GO(7=ARw3xq#A^8QKcDd-Cc^lh0W8qy|;W#0)LP~fc5xLu|`6LmLa_tkq= zg~Mx?lqcR3f>F4Wg>aBI%=+&QZ?Wm|2 zYoQzi)9v<3&KK1+CKN7ks>Y;G1RoS#JBL+_RdQhH28$P+sb~RL8Olk4thdg^^u}MF z7$zM*UOT2Mn%Ec_w5zNwfEfd63U$1<3FOYxx}UaUDzB=~Rs7d|fA?Dbnw9PS>1Stz zZ;QIabvGnmszMgt92l&yXs`~dIS_k_E(z)Cr&M1JsC>J*Be~lNvnbuSEsayu>kVo zZ070r$h4meA+(Y>gU>}b&y>_lH_Q4=84NB{ClGZ}Dj!Lh)^8J)9aXur#| z)H0oNiY?WLfq1Il+D$*ra<1%@jV($1+M=1?ckGJk^Xm}bt7Dh@9GcyDL>^q4k>V5w zkPfH6ZrrdZ@-jQwm){2MXv0>E5-fjy@7V1FmpLHOIo-fbLiiKHm_Dt(06s@!WlV_j z95Yg8eJ@<(UK>aQ1W-Rg za@b-VFbSP?4E_*nu*KYF&4Q!WQjPhWY-x9?vb?7EQ&aW`>e7cKHqa8B$GC88rAb$d zihv1;HvrB=I&`5QYsnqx5-;NLCY6_1w&04^SzBBhmImZ$@0{Cvrv~n9HuPksZ7zI# z&msnGN9v90&qR^Xnr3I!-vxgzuM!Cj09u9e2|GyMuZrhrSZED`{MKBzF}HIA9^1`|~4QH1SV(n%{ z+7}MtfZhf*LTBZj|KJ*YBy!>;`)LjIGaeak&M7Fp32|GP=3~D2UiC_;ekG_nQnwzb z1&tdmiAqgUt(Gj_1<(W++e!E%(?Kuc+osLc$sVEYk95AWvEIKhEWv>`aRk(`1AsKV zFE_=yjce>(E|omYSqQz$Q@>KpPW%h3?NorjA`t@tWC)ung9e7lGW;dVAPp4Y6u;OO zSRzYL^=9C=dsjd{_2f|=+y__RT>*d=mTG`RU&2Z`u;cf^{Z)xCX2Dqepa6rsF+#>+ zE!I0gO@KA=wcB!l+vr;ztsXU_HXGk3BvnI9`G{gy2S#e%ytO62wq zgGua~c2zz6^M`&;+eb3g5me0Eh00ozV#T^&2|#d3WHow?7;dnf4$RLk#<8Io!>AyA z>ey^hqsC@^)<6lppCZNhSo1-%bXmKYNYnw#4i}7&QD82eywQkW%=1`UoxaQ%)lpky zYAh>Z&?-R_Nz-fWZFY5F#K|JqUAzLa_va^g-N5qI+mZwZE$`mZQU>{i6UvxV0dceP z%%Wh1H)UTlMBU@IO##+Wcx#{UZNIO9Goanci5+%1bYVVCj`HTj*e(sHHkwZr*F%L;-?-=td!lTi3=|9#JTEFWOqf)YvvRP}fb*2i?vTDvzC ztp1Yip1m%XM_(}YO038Ta(xq%YH=(i=3t;8@ie(srNZy&0c& zdc%e`L_Ia|UN>Io>rR|=aID$g2BgStf!9wb1CN6Gz|u9%MlUytx$|rDzDrx+#S%k$ zpWTeaMFl!5N4JH=^+!i|OHqaJLgUznxO9k&S|0Zwv$i-o60MGt_v%nv zE415NEK#q?MR2ODN^dlZ_}hm!6KT*}hcKt(;-~A#^QN;MoPNid)Dsh3R5@<{|2-XVchG$H_{bQRkGVn1>qb49y`fdrhlJ^J6>@TcH4TCOGMPhxD<&%4=WT1=DFpG&*54>?wm%rZ#@E+fMy~Y-NkTnkH5gu_%euc>@h` z<*?aBMN^xc^w8EJv9ZP$fj5yURt@6`wSUZd^DiE~Prws}wQgQeKOL{9YcsaE)qEhS z<@ht~O`6F}_9h>*=S610qxf4rbHVPSsuKQg`v(T&dXwel2VSehU1i;>G%$)85U;M_j42kC+&*1%3|^H#c{jI#1)w z&ls94BAi&cif2on@D&%@sP5I?s-<@@fiJBYUnin^{OCxq= zQ$)9Mq7AIb-Nip016U+le#Jej2WoGQm{(6?Fiq(s?NMCQb6DVR_foC(|RI#+~IbU3Z5S(01LwHtPp__!qPZJRecC`a2Ww zxHr`*87Z%R0&~JDHQ=H#<8My{O*FYWK5e{&ef>*x3HeSr+d@b?mC#klELrH_m3~6T zh2df~NGjGf_iZ!xwCWX_hvgi+c^}4(}<3PbZWkeEBuXavBH!OS0=4VPeHzz&s-I98L@mCtj z;n8J<%h$ssOcvH9qi)~w+VitXWNQ9JrKlH=FYJEyCBKmO^B0FJ$ra&mm-Zb(ay|Zy zA|9vI3n5`GUz)i9`%~tS`|~?Kjmm`=HHmXPG4$^RKIXH9((ML7;_yPHBwj7*b3v!K zA8s9&8y5x6EV_7oeS7_8-!Z=v<$s`LetriMz#@tyud3G7Q+1?laH`syuD}LY_^x&> zBN~}-4`pMulF3r$v-jip%_kt6DNjcKQS4T;jwL@X4n>1(VdX6p4!uEN^yRnQVm=|S z=wSs8f=wFV)M1D{opm*Hx2q$ZLO+2-i}shFH=G{O_22@LA+#7vX7c)$7m_xk%ngE1!+doxS?S`pg{sI_;JJKG4|3V|ePX}*z7=$oA zs(NYn5zH#rV*KfH+R0)lCsTTUGd1guf3s%Z^Z6Sn72^IofW3iyQFfb688T6&%>B-W zTzNjH@af=~_~Z;TBgwuf;z#*?6fA+E-Qs>=i3-T6i7@!*+^RqLf#-z*ZS+%}m!2DD zgMgcQAf`EBs-BQyH(NLUBpiekyPCo3bonkCu3r6&UV9R^sBTu~CHCcCZ^Y@qqY&y;DB90R#gFTL%5VR)f`G{1srcTAh4gttK`mEQD4YK_S6Wv4aK<(BCW zdcjh?T-~-*TV%q1Wf-WK^+4gG+8cTXmr}EnuGUD#AuX`UWjY`*@tG!CoOU694sSm$ z$a$bZW9(i(6$JITMpSI6I8Yu-KiT8SG0xvif&yKIt_{U1t;7duISoz%K!;wa0|9CF z13By=59Xl18-!pNTePLK2uJN`9U!dNG+iNS?Q+cjd!w$<`^r6V>#=?{<`nR_5GDaS zx4Ve3QX1-@SKmDyeJ^bA0xg-?T=WO%uRo2+XdUDGA(PB+fY{hzW*g#ZEVxh=n_}@< zC62dfN>yBr0&~x^q4ekJ#W!ezb3ghD_3YOU&q0G=EUktNx@1J}9&wTZbbOQx!#&7Z z5fFyV#dW%N!INBa3~Y!G5H$dI>9N2Sd$ebM^eRQd`>S5cU`srigEHE*OY83!)FQ=1 z&W;5{@<4Je8pWa^g;)`Umc1XmQVCM~YQ<9rBg{mf6<-p04y;P^sbP@tm8cp8V~Izf zp;e{O_S$?L^GyQr*D@L?{V&f>xDo6jd>XwI`ryR`)zi`j_*1-k+L5!T$W^ZDF&zy< z4AI6mbrt&c5~D!A^A3L*f!zKrV1Qg%inNkhKzh5I%dq}J5@ju^`Y{?v0AnkihR}?? zhCUulL$V9!5Zo&Kma(&l?%e6}Q%|9HqWun_AC*Bo=w{L0YmT$FoZlI`UtM0)wu~f_ zhNr=b&I`e7mRUlj&S{o=!iO8f1aVKDPu}S`TC?69dkNMv==a*lABc@Puqt?!8V6u$ z0jc?*ohLkmqRSr1U0VyxIb&v9gU-`~ z#&Y|D?cV0AxoQR@7svLXWY)+m&%&%0X_a3v7@Ts>y*|VJ9}*u?=$Gj(Kz5_RS#Zw` z9^=94A-pM=>rUpL)%5la>OUkO zfDZPWWzK|M$&7z=jXCW(P%hQvbZjFJA2xlyQldDKNCqE(SG_^om$u^sp9;OZ_T`ZVr?u?+cbr_CuQ!o~?xl{xfOQcC65wW^n69(XODxiyIUyp4<~^CDbc8++M1B1z@&U$Rs=o&3E7FA2w#zG-= zZfLA&GYk`(j9MV2$It{@%~B^x)&&bqzN;}YV(sM%nl?m~d+;JXz;14Sir>=`iL#_w zWrQi$fUtv(1Z(-bfn3K#=_zS?vnY=&0)g>{uwyh51nprR+_GmMq{r8H#9A=%0+ z5DG<4`eX+Lwinu74x_?(kTYo2f&P64D-&+p*Cr)=D+9*Z$rIj+B+ex$sTHdSUifV^ z4Hy&zv@K?77lpwfS4U@ChGhGDis?fW*HqU9HjhYXaEO1U(B;nfu|F+`gRbvkKf8i< zFfNBvrMkrIJOFUl45k;@5{aGHYO+7@r6GnniAVsAFMVU`&O^PTh!BXH}F!H!utylvVs6m_GK= zPl|u0|I=Nz{!c86T=-fI<^{S*@7`UiFmat-jS4#Sd6amA1fyL2xW&GRV%4X=*q%)| z4i}A{*2X1})s`3fdqC(a1@GOvUMaO6CKK;rAyI)R8*P4?yWmup(fzB$DH7XGnoV)8 zB2XTw%y|6$?A;PFwQaTORVy<3jPVnZ`>W&$W0_c?px>+`5aQuoQ=fKem}&gFJ`{l} zX#80IEPCmK*gQqOdTry4)n-#E@Sz$}Vr*RcLT52Euq~Mtm_!7s#pjHD8`+I6P6%mK z#ZjWjI{Av?Ht=uNQ{3)@j-_6KSDxra^Un$;0QV1%>oiwn0034s*(10G6Lab3&@h`YGU=km{LE!ZV7&%oxhs-WuIqDv`x_tfj!@-0ryLyBK)}}3$Dl)e3u-&2Lq-TFEGP#$OR1Ee(x@D zjybWuAJmOiIEms3lZYW9p>Dl)L757tj6;Sz%h0)DAs_8QJXJ5b*ze-U)Wc+G*yo6p z2)wc?XHd@q^nxRVL!q&A`BK8UQ{0iul4ha2eK3aR^5d?;rb5W_SktKWGCD^4hh(Do zQT2kl8&BP1{|_&~qU?($snzJNW}h*WE>u6Gjr)fmaB7e5@qv_c%v?+*Y2|MRV$$Ef z25zO?;RM>}G)dnv?E#`C_v&&U_!4#Ay&WP~ocie5?R!b1`1mGXg1adNZ)+1yF?*4M zJVYw(oCp7&#y|8eG!lug!E4-&sdn#pB*VW}sNb_8fL98ewLzbbaBVu@9sbt*SqmCH zVVL%}JyC3`MOz;|RP>wW)ftFxr(SVX?pOW7Jz9B+{;_JBj&#xMxM)>{Wd}f~?UXOT zu`YL*+Co93YZ)d`ctP<1k$K-q8RzV?aK{r^zgu&N-4$~WgVVS441cwub9Da(f8H~Z z2F`(;LeNf$4^s;^ z40-XYt2OYt$^C!pU0^C~lhNK>@diQ z$WkKH(q5YPyZqT@ewNOvqY?b`B8Dv{iSu5sC+J(-p_a!wN6+nL_HU(4M-1kUX?Ip( z6sS7^7d;c3NqWlc17TOHhvOStiQ!9C&6+3y=m6rA_lh z1=4rdU#-RV;#>=$?>i;#sP5+lPAtos^`>Y%QLz2OLx%8E*jWS6(}$(Oq$~aOqic!n zQ%lZ)uZ$YS910RoQ^53Bf~)w76bvx@HH>bWb8Z6NAb0 zF%~UYZK|P5LF=V8)2~Lx%5I0~+6;VCK1HOU$M+EZWj`A2>TwAcFx8AY^BwTb%0Y_D z{%EGG@HLJfJKw#pSJu`_Xy=~V<=8s^ob9r)z4wAjolb{*lEmja+zAsMFQUNZS5Krn zj}p#URuAWT(-c=iJ0*cV0PMBsrtluPNXhWi2cuqw-NnVkLqTt)?ZN#(%3QQ>hwEyV zn9C@>B*xThf7Nurji%2tDKu%&mT}hesjBcNEQA{8`3hZ^Mi0wt|I>CC$)bIDlFJzG6Ay^`%ndomA9#j9Nf;Y}W0mg7)| zL5Xsu5RTEq(`}Cd+|-9AN&OmyI)IqI_e?D@ z)4g>^S88^lDk8}&`=8zlB8GBuQ9O|n_?@f7F*U(&Z2+re&x z@3i+gTlh90QmHc9$?!?LSwHT&R-fQ^n>iBnqhvx)(&Ovd?H=(fX%XRnJLSrLmfSmbN2>=w9bz z@6{C=Q=d0qQOutt42hlMO@D5FSPT;#{-l=SXvGj`po)6BuDl&}@D7EDHUxB%?ef_X zM`|%%Cxl5Z(5k~g9gWUfUcOK}H^ype$Efb}8}#=wdiRSrZYq%bJ+pP8UmY%?{W>%> ziDpBD6#7&30fuLR86M@+BJ5(4`^XLlWYAqqzsLuBt;X8d+jeBX13!1E2|2I*99udi?B1C1C3Iz$@E|4pH}9b z!s6RmQE9QxYb&&N1_n15?gFe*u8m(&+ah^c#C=Zypj)0x%FB13>Kj6a7vwZwQ7~%I zF?vwu6M?!5D<8Q1_EsS8AKb(ntU6O+X2@63oL`oFWsVp5-bh(W^KgZa#-Ai+BS+?X!Q3B3ttS zpU{dBP7`3|{t`@zlcqhXTu@LKEaKsDvpCt+KH|57wn#Xjym=d!#fR8nl~|t8%uE>E zvOtN1tO6P#`STT!ofufS?ZDa!sE6>adtP*h9^iwC>yCE!iBHvH2wSb1r%I3l?e9-I zJQ)LtN^A>UzQ6SX04X+V)K^sP14VDvwUOgqs+MA=|{%;C*RI^IFA0u6d6;MlQZKm z*?eYPY!k$f?6Tu565UT?KGQ1b2%z_+_23RplMP$80bJf`j8I#x@tYYWrG*%1#fC2J z8thKL!tS(}oQ;6c0E6S=HhjaRzX^%DfJ8DXC6cNvS{@IAMhAW~xJVQBVFiXE?6wnB zsuqNoaTO3krB{(j}c%2x(kYc#fwx%f<*)=(+p{x%-FS z0iViD{I$PCd?$S?XG5^8*(s(INN~R*#HSWE#q`f5Hgp`anY!Leyk3!746`-bjRjxI z{_08}+-P`yIomP&1Hq#1=BbOft&Ei+^`Q_{2{DvavIt_6%|ZIzT{> z{G{G$>iD6AAj#!CrSlvQ5$J$ZZtq-HWDo=6pD%zYD zPXW560b)Q@fzQv{CS3v267Y|vFA}5{01jXv3!@Dt!$sonb)Yh|$>qcuFmym@G&AzJ z_!Rd(6^Mm?5SRcKPpuEM!Hx(vTLs1m%k|oEoJY&2r>C>n@k$;DFU1*=_eP1b;ywe) zI4yNPAA?SeV0h*}AV`|!Tx(pik57+*o(?@4k1vLKDgN2G-o7wdTWTk?>Ls5siyFeeg#Xdti!?85r0c|+`zL>Z|-N*A^maM=!bl8XQXOItC1K~TYJ8{Pagmug( z5Fysy1X>PunEwv2uJ<**x%b)%ar6cNP38qZ)uSNs669&drcbp~jSHQ4fcQypcV&N0 z1rpS8(F?^CGx5T?rxe*oW4;{HJYeF?uT_O$ zP<62zt8W2wA_sgN^YA_V{v)#RO( z&V(tTx?`-g!f@>Oo588F3gyBX9m8Mho0h=?sLDG(@hq^l$|%s9CL780(fz0;oef}XJFbKs3_^47IuSO-OV zblJdoU(*T2IZAxA@uoQH%ZIafZoBBlC6KdK zrk^3J>r{mK$7d4_ zk%D6jhhqF$8cd?RhdWgsgtgUq3>EUx79~ZvXE?p*Z3-qg&z+(-@88Fd)PCBuVVYxa z3>zPDpvfIiuuhw6GFi%PwEoDZ_yW;`cx>b*=vHk!eHl*RTQcSeY#53!zmsy1?G5=j zaP>Tc_@ko-=Y3bS)c#}_)3|}{XBt^$_LK*!jcHt>TP0&hgt~w_&QaGd>bK_QZA}73 zo6_D$OCI5nXBrd>zerR$H`68r=okBA@6K4KDWJAlKd1#+NN>laKDmBgtymek9$r>T z0k<0M){6NMx!`r}L`jETRR+1H3F>2~%I&bSEns<89(@C@s66&(aNzJ9JyiLTWK)=; z=HugAGQMo|wjXFQHfy^{Xpik)wy{&apps{ zFnGB|;5QuLKVrJ!wGp^T5A$dd3)`T5>N;TW5TI_XSC8ceza!Pmjf4Hn!K&PW=Oo4V z)CEK|mshnI?>rOXJyaaMF;Q$15P3l4ig@Wa<>cukIqUZ3dE!z}$~Mxa;*&?RIHk-l zJbwYCv{T_Lva$e^$#`eHk0tZki49cj&}egQfTNxWt6Cm_MI(Va4=;83oBNWJzTY)D z!a_m6Mnq6j3bM0#kSLFg1Euhp<-6}3^b=gH>fe#M%Mfn610`%(h^X4qMRlij(}?Zp z7m&jX+T`u&3r+$3xAkE8X2feB{|)cR+IZ#>t)EZXEF0h%!-*;rM>DlYLGnJdCz_4X zyjfDoEU$jC^6&-KVe!^olwDQ}lA%wYf1s>=oBR+|V6&f8Fn`X{1-eyUm|h%P;PvQN z33XL6g}}F@I1d|n+U~aGjdgK5P$o(0!L%=SVMaojG5CZ+<#uu##q|zIEl^`C5oRG? z8{gftMO{NJ>Bh^-LoKJ@V0OQ;IXquedYzXhp#qoG(b^%ktnkMph2(Bvra$_k`!%2Z zNHp8_$Ir3D0y8nB6p7&0$NPfF0Ck+2snCigsz-UNXJ*$BdDM6SMx7i%MQt16Edyo^ zB&(pz9A)^p%PWT}MLvqbagQUNW{5`PM5MWl*w69~yFfpQzRAZtj0bE)Qdeh_wT?hg z$Pay5=yRkTq4`Gfr6sl#iKCf9No+jrd-V49g!oz>;`YWuj{Ga1Rg#I*pMyuY&cAtl zp3Cz}h%{|Mfx_yNN`1I@L~3yp)$8NQl`O8ciPB|)NO~W?0rlwsnXjWKJC`3==%QI@ zs9WjIZpSwr*4;!0eGUfL#C{uGFZDZ6nE+?V)#HbdWyi;iulaA?nx_6h+0TTj)`l@p z1}%=IY&ROEyOnxA0c}ev)JvdIx_9{**5l+a}=+8;W{dCZ*L>sGqHJo z=k_(kndr>NmAh5X^kcGW6YiQCspm9h#FWh%x1TmuJ_f)!UfZx}r-Bc0@FnFZJ{Nrt z9(~`5QCN+FX-qAu{m=~=Ke2nK%QlC-+g^j=E5l2nn8Pmo`l}qXa?hzld9k*NyDkt} zv>+nN?0#MU=9D(9<%TMj60!zC>uwYHED3W@fm3!y!dc>-Gu2begARLE-@q!6&yOkDUQVI3E=3Q}pqYrd|7-YEmf)J4GntN5 zh;i=}CJSXk(OM~>(=WdwqToK2wFIWUqbQi71O%JkE`|~o?)4&U*+$wYWjA7wyL(L< zCFkKxsEX{>8lQ!S>Al`PxMxt`M#N!Ywwx%^?>9+()t3OpsURLhpOB-2Nt2Jq)J-p# z26qsT$9(eVysZ77o~pzktJ`86q~G~6)^MkU$R@pRpCJ2p93$()Q}o@nXljM!_jwW| zghrQ$$X@EaCE-V~TtxmB{D8@IuUY%uJl;qxRPaaj!u82==MP3q`05+d&6zU5sWMH$ z+e0xr0f6`PI2#NEySzFo79%jTe0b}_0*~J0|kvfrG&K@Mk{PLno#zah>cT0;GA6H^En(Z1ij`#SorV9 zWe?EA1Qn4P)d2S|g_4*U**&U$Oj4LmfqVU#3-Dn%8y9ia?h^o-{teRWvtA|ir8-sk z%|TiEk4K^_qO4S0*BiIlcw7_#E{KWQ^c6LPfdEc`)C0eGv|5?bVH@w>W5#QGADH2e zkVCcSNorLO`5t$%ov*iYO$g7-kmC5hmd#Y=j=AR!q_MFE1ddDhX-X8t+=-E>l@r!a ze=Q^2@}2+6#@XEHNu*#CeMung>jc5#JaVeBFLL5E;tt0hlyZ#Qhd@Etmzz&Tokna} z5O8}D5`ER*K#QBTUpiUNL^$Qzy3bE|&KP}@E@Pg6mBmKk)4IR;i$9S~Xf5Y`NpbUwAysU* zN8KJ6IAR70LT>zv2X+)j7TO(9asvM-p_i)&9G?SCrqHEPy91_CX?7oovmjnSPa{q_ z`vQj0Apn<wc=>GN{0bp&OS`&)wj;Vm<@iekJ@==>ftdo6BX0gXiuQpfxxnFSuyn0~zVv>B=I45p}Ry_ONN6jLiuqX}E zzHYjc(?7DX``=eU9zOH=ve2kU2|PRpR2NZ$#IrGbFOU1xH!_sh1vUU`dvbY;y^uWp zU!v2ItGrYrhd*~etRCalZy`P2k66-h5EBROyX3{ly}IYiFzn{EDomFsGl^Fn!CGGI zT|}~$Ey5$(sYrd_i);CNum?<<(n@(K$W$DgK9e23qeG|i{;LTIE8U_MSb4A$<~QPq3H>*gLPyF6}~4xUX!O zz`NjdNT&oRya6?@cz^Efd*FP>je|Fjabn$M$a3AhUPKzd*G+o`(J(;Ohg8+|rUmgU zB}JMdlUoUFq@vtVo$g}tNmi%5iQ`Kv=xp#8ISuDehvO=_=!A>IC; zSU=pwS;3D@jyxMWkx0D6wU1iP>#uBetrDH}>Wn`Ratb(8W6a<5EMihMn4l%j&9a^f zrEO`O^4@Iey}pF8a974RgQxJV&6A;n*CKbDGl%(RqdFlrOFQH|JeYi}Z@=Puf#0T) zL%)3&d~CWMUp))r!y-nI7gmIwjdCz5-beZTwhqJfW7dyv&&)as{B)bsV1fb5JaDfe zUP1Eiq~m;-jH}peAjB67?uW-3)`_lQDUbIhtkVW8cEx&n% zR(xksg)d6HFCDYu{J&>J>fVXz75nrRai(n@7V$>>UJ#)(uVDL3wG|KzUNNzZ?{&E^ms$5r{au3& z{cWySOB&4b-|C5rw1aX>PHxwzUe9Aj{p{`?;*T*#{`yWLvy^La! zHxdC!y$Qct4?;#aAZrw;fjp-eOmXwU#@pR1GPBl~AX1Fh=abe-rs@OB?gX!gdI^CJ zZO(OkIR4aii$b5+w?+3SR=rj$WCrZNYHfOr{1%DvE~CfyI0GGFJ2`!JF2|W|1OiCb zT(%U4)(g3uQ;)-NUG52W96>iwH9gx;i!dc!Pxjym* zW3I@T{)AVmQcgw527ON1j>+ZIksAqf9JfeoWxP>R;mJ?g4Sg!3Z#?CKK2UK5gxAWo zoNr(p1w5w$3=N0?wYY~wV+sxpO=%kk;n#hNVTFZ3j`3eaI|;eFpYt|Go{+^*hqK(M z>f$yNTioKje8D0kqsZxFr2k7XeLd|(Cs7wDz=ktiC5X+3-v_#nU|6jYz%pP|3+2u$ z>fcx-0u3tqUXyORs3WgK+kFn^1MgeB6KMj)1cO|3h*mAhAV)CJg%X|`~DnLW3M&yn(#dMympMg1FFUlB>=*25L90OpM!=Vi)89MJw zTuRJ$_bKL+kdwz^rYeVv4)~(;K#4;JLtPq3wudt=N_F`rzn=Nzay^utAQ#nd5BF>m}&#ncry%dFrsP)tKzU)(E}l6{Uld zxAs5LSalgf^>mG~+~SXBY#R6hVAcHa$qZlwM7ilDKdhU@!9u?fIB}GR<-Ntd^QqV1oP^Bzcv>Qhu#Cu3LWwF3JMg1HqxnCJI6l(o@d|0ZkbD@|N`2Wwn zfQ-Dwk4C`RhF>_`khuYFT|`2b!To`x_foukCotZtUS#h=*Y)c3;f-P~!DNi(sHrY1 z(OYEEUd9UE&O~K>s%BxI&M*7lu^KCV5qz_{~Tigy#)bG4n7W zIuNDzf>dUY6Hh4=^JnIVrK~lCCe{M9>|XeH9%{yI@3o(H>}$x-g}p&VPBfdGI<>|s zP{05V_hYtH!%xF|D-5oL-X?GoPF3SvKstWqyrNyVvY{BYLgp5JIFL^CuKtklO-C{K z6>m6_CmKv0z_Qf~<#Yw%zVc5_{FVA(9QUlm;7$FLad zW$6Tpve9&Is{4qIhAj8{7s4pj4+^3f6GZ6fh=q&qd_0U!IM_g}$={NBfz9kjL?}|9 zJb&7~fL>U8#OXS`tstv!vsM{;L(v=0okh4|@!U5yhaoO7uyp)j#=*ZJu$@QIbflMJ z!2pEJfX#8X#1sZiaQG)f7>I8T_s9iZJSmeqB!D!8B<{MxQ3G8QSOi*quV`d3M9E2=ig&-z{=T&jgLfcZ;|3bT0Rbw<^c)Se&n;rVEY za%^wXr^W;&+Le|&i(3iO@vxZG#KSSpb~c~Kto(RxqeBhf93+<{eBiW5r2B}X{U?;d z!92r;D{aC#H?3bt&b$!4 z$T)5fi6`-L%?I`)MYKWBt=~Iu5{Y>O^@E&KA{1#;Eo|{p6(7VhrY@4;8Ge@_ zK&3{CVOPaJ)>*38->NZz#X3C5FwsRXp=m9i23D$N?J6|T3*C7=YGt^lyA|eC%zet= zQAZKCHnnCG!AootQMX^isQbHD#;mQ8nA7h?2bH`KP?pf+hh9y>4fa1l`MX~E8+_U| zka}4+KfnI&gj!U#kCiC+Q)TK^H#zplqtzw$?14N8eZBMB!DpS;(3Y)@FQE0a{0y~q zP&b^KdZR}c-AxK^gLl0D7`kQbzpfq%i&eASvS|wT^ZGitk>WF%hz)l-^!;ki>e}dq+b=vtlMc6ndS+sh>P~aeubR~V|BCk91PJ7HHd&X3+ zW7V<=e;Nbk3AGE^FG$ahx|+}!6@dvBdV$phwkgZtsydfwgSS~O*=gYr3fZOmmuR$d z{Vw$@78{BxsKGAj>HWP;iPRn$6Y;NGUK?>_W?`@9x!e640HB2UJX`np zL$IVfTwj5GGU092cF)@E2Yh`Z#-JA_z|W@b; zA__4sq;(OjTP%)$_<-ha(-9$AZw;RG@(u?WR%Y@c$VUmn?)U) zf(;=5YYoY2@_KDyx-5fOwG>yH1j$Q;_I=Hcy64BkLU_$B(i0a}>Vu5rPqYKXZ+DeB z_Jv#-@DEY?w0{C5DmlY_L0shTH|D&HA!~0iQe(%kHMUt4+jK7aFVXdFxJg3l9~P*y z8?P~xzR582BX19z-8D)VNF=6>L_!Ol?puStW0mK{`q8Q9?ln&7_t85~vN_=Zbs^k+ zRcSY}r=5ql%<6=N%Z5_1{pUT5Erx#y)l<&Zfk~reQ->j$S$i)zbBNnP=^X z6SZ5cd%KT58##%R!bu+adJ=&N^LkleJH7jIGTKU10H@F15QlC+NvtTejqb?~*{ti& z-R-h#Ah8mxOQ$(uB5-&W^L-D4mJcst;!Q>Jo{REIPLDl3dpvzz_VlwFElm)Ik3es= zRD|c&4Yid$%RxGqdCsai?*lEJNJWyj`|>jD*S>dC`6g}puDBC-bQA&YIEBlXN*&F0 z=;Qai)(nH6By0C0uOPwIa~=% z2a{AIT45&cf7GLx@yCzrCtrHc3aPlOS{~Evwz{RaE^kyLMURVU#3@;&{b^KrMc*iy zb9DbAHrSDx(R%YcxMyC+K4jq@wWRHNJAYTg+QaQsy<{p6EE098JIaGh=~QH+l&_@0 ze0(P&$7L@-fprONo?!Wam*K(cV%&Qd<1Airxlxx$;~@p!B}_eU2F;LtL~Y5=J%E%P zIb@NiMDZt9Cfm zHALG~0T3FKi-i9UVTOV*NxhqeD>4sRZMI~%LU&BhCJf6q8WI+JE%#Lf8Z2Wi1a$bT3=9s4ndV>)9zGyanJ}wCc6bjR6~@a>T$xmum}4#p*sM1BU}LE zzDB;vpuUEd&to?1WUPsSfnZJ4l= zR6#>@2-YC{75mTnZP#sguTxH0-Ov6mqF{#RuireVy6=ZO;~gX}U}gJX8h zv2%O{2W??NJRgvm=e)#jVV$%SA{RuQ#-G2ey1`IotrSVQRJ|Hr*bh|7qi?CJPKgU; zar&AlWM{IhxVn>&>Z7GCs@S+wxTX^Z&;-{bIjJej+|nIIg*>?89jVXGE&)6vRK@$^l%=itGC zZbLVcL`X}}){I;CR=y-P?+5;0MBa*xJEpC#(;BFlvX(JPk3nBq{xJ5PUYE$sqQ>;Lj?d}hoHy<(*lt^FnzHpsbvu*r2;35h(#FB7i%B`0FSo;h zsGvYRKmesHO&CCvUjcAYo`? zul{|~`yG41!W`dZ=tM7h1erHrf7L=e?f!l9L>>d&&m&*dF6d5=bAJE=Yu#fr#o6Zn zQluM6jKD_vguN4$QtOyTZ0uZmR;u1Gsj<+ZS9x&#fmhBmM>rTzE@52EF7=6OvqAHV zTz$19y6VT?nq}jlZ7e!qb<6Vv>H-?N)}C^TnRPwB_Zxg>nq9OrlkXh9%tF_a3x@Jp z(g*%gh4xIg@i~>5Ckel4ResozvhQ?^=9S{vH0yAK=>1SCcZxM;Tj|YC7R+YhQ?z-u zNh&SPk0HOhhkMNt3G6ni00HVgaV_64bI8_L;-ib5*9>d0$nsWX^&i5WC%kmI)!l7= zT%vtmq`$}fogpt^bZQOE=(=&k`gHQe7u10>kr?zv$;JJKm(@_IsFl$iRc~(PT2UzG zB7@q6ln8M6K2VxXoYOu{1k-w~KgkvB)l3(4cW0rN1r5~65t!N$AEEomoA{&eu&+Hm zv;&jP7@?xpkL8b~nCzc{RPk(-J-V(B`OvL1yJT7tbYskvmA`aIORk56~BBG>v6kklGAH0UVwKBPxJknD;Y1X z|2fl7(`Z-EM~glYHjDN_uh;FWj`Q?yhH|7&P?e|OUBuyx9>eQCGF(7j;_};9D6P1t$O88`Ui0^Jij{383aaUMEptvY zBr$;grHbMY{y84$8{uy18Lk(q8p?6%ye?mSl8LrXPq7A$aXZE_!kQ}p;^}{e|0ap?TpRjmqWKAv1W&eM%e(HCpx~nz(qe5VVxgZxpf~)n z`IzzJtB2X|m#)F382=L0MMo~;JLtHFA+=%tN(<&#NzWROM;67&4O%%RfNXps$vZM23z>*-=SG=*hq5()?N<>jC2~i z>w(&dZ(L32y4vWhZclLRaW!fQ=B8a{+sHdc6U6Fc_z8wl!K++@kN!54Hd~24{Q?PZ z=SY6c5yXxrx(lGh;;07?Wx1q*r{A;FU625ylGeQ%b(>UvC57T@7HtW{vl4mlTGA+( z3eY^I3(qEl_MM%xuSMn;Dw^*oabyJuqV~#20;DQ~uBeFK-)3Fx2XTNkgbD0B#Z}oN zAWQ;CUUYb=TUvYcq3A)@(O2A4zLUWKl^u^3zV2Wt?vP~FU*48Pv}Y!xHtMM5yUX0IydFOkixa;e=8a9GSO zxzUqr6^GvO7lCc=%@0@zZ_ZD5j5}(#@o;AF**fG@vNEU7tD7Z8W>l;S#e_j>*mocX{PYZea(_w8P{0Yubnw@W{ZccTS(K)f?Ey+`vg9}h-#}*C=cSd-3<}ts%3gY z0$$+xz%~p(hq76a7(adI-$H)l<|4U>1Gnim_c6ny3i$ne#t66@k0uR=hMNJnV&!V_O*17lLA z6q`#wlof8^$^a5CMPSyB-mLp>>TLPsJ8bZ=`*)7NL`cQotwu3s|Hh&oiH4{*`*OXS zIS~_Vmmpy~o~4)+4ZhFT&ikjPkJs&PW58UPFfbk@{o{+xz9v?e264JNa}U-IG7oIl z-^a|-xNhye%?v=tKMul}e(w0`#o4UKu>Lx+%9nLk68jEX4YaAU^!bwqROcJrWzAw7`y%~% z7xvQ=m_GfFfkt-@RxB40>-BkmEEdZSjupp%h4hF;hX2X{>K6lxUU-Gf;?uHm?B=s3 zjI;Jaya{i-kIV#>A*H=$^LdLReVq3#@1-fc#ZHP>kQ}d8v2yqZIDx&A+WB`xSduMg zBs20O36S)|-mVCU_jJ!JG#H|;GP(0v0UgxY1B;q85z)O2O>~UP} z9SpUY?M<}i@x~N=Y1>l1zu+|Zv#nF zPOXtl^kAcNE}Li|eQL1{2;!*7lq6TI-77vGhe6O-@GqK1AfNo{qPU$ufUgb3l3p_R z6DWJc2j&L4??g5X8-THR^YloxC<&b2KqW?2z7JL|sw0knJDmmfyXcJx4pI-ob?3l7%mtUF>b21;b ziB|%hSrUVrk5*=YlseVBDc?jID~5*%!V{`#80fOH<-m+b8Eo*+?$s#@843M%bdawN z6Itw^`0d$wjDvv+l!41s1_mF#pM7X<2;00Zdv6f3dpR3Bp|gtyHzXaxQ1y<_0r(Ux zYcg0JERslMz)6-qeo@HZrzJy~vj-DY>kO=yf2R$?*BmTPwkpOz4Wa@qR2yO4(^cdX zrF+3l@vx0Ev8XXsd=2oF`OY!Sj%z)8N@bM*AND!CG>#6Khfh0Z_khO?1}?1YK|{17 zRt9M*lB)878uwFNQa9NRVV%l*XuXq-HJG-+j#I9wvAAdr9|x-!3?7O zz5I1Cx%rHSt+@^sUj`a*n(^NjBV57dve1}Y&%dTczTw!keA)jHmri&CR0cdgFysF> zo>wgjB?SIIWAWgmGAAcI%#KT{5r*A9fEQ>W7*F++tc|sd1;qe%@*OT2jtBA`&25qP z|1o3A2lM-YF62ac>UE>tm6rJiS@>giXI(;Rl{l>X#{`q4s(DG}A--LL=OO?p_OF?u z|7j)Lm-PQw&A}B0@pteM9M?Cpv=zdcN8(%wF}xMRPz|^W?MZOBGp*XdM8aJFgY+5$&leM94>UPIAi-!+h|f8$O}gkQT1q`a4Y7Y&>Z`>Q z>`5Fq(nSCdx7xSlvUjFujU`H`9lnhmb>|QrUerw8zn{jYkolmkK~^n@+g4Xd{aoQi znXWhy%=Y21=$N#TE?Q9e#b+naSAuk*kOi6xVlrua)_uvq7##dsBSC}NNFfyOL6TnNQ^+hc(T(}oia1Cdy3?6l>2MJ!i; zwC9gOD;_Dp^a^X6xPqTv8iY^kM>XErJn9L{!N&E6WFr>}&1aPqU-Rcw8?Q5Eh z3GE2?qB_BV7ZbS;VGVA2?^QmBCU?aKjx`aZ)&c7f)aT7o7YGM@%4RBc-Uwk^=lJyn z5yFdVj(Sq0ktJRObyBLzD?1e}Oc?E5fj1@Upgg538Na|SS|Wk#T+`RRBW+GHS7)x} zJYy9`5nr&*!&Blc5P%iaRC+R5c5BEx74R+L==iaRD_v6ytq;-=Ri>=|26N|WnAA_= z;CDWrX*xpB++jbj4H9TSotDy|4OH!n+?l_#Ez1~RNeBLkV7x+V*R4%|1m^JHD|+LF zh53h%1KKR#&$AF9k?PvU7zIB+0Pm;LQGeuH&Rn4*AK2(I{~bnVZpNdoIrr(jvg*Js zKzqU}MC}$0^dd=>4&r2%bPQVB+tX>ployWKxHEq%bZ3)pHKPs`JvNA%P_26U>dheq z8mi5}*Z<>{p_nL@SK|mxYe0^x8iL_8>=_(jDXV4C#n$4=0dcHKPyu6GGRPk324+0X zIk~F)(J|k#aRB*w894m!ad~b7%WczQY0=dy6ri`Y%g#pVYR*0T&nd@mM_qk~u*kll z*4X;E7v_z*r_-k(H})uE_S&PeqALm6;!Ysn2YCPgtcEYwEVz&Jk^D{1nmS%M0it&Z zfa{LC{Fv;*Rwp{bVvjLj6|h91&5GW#f zg)6RI79axft}vGur2YoF(01D7KF}6sXx@uxVTR=g z7>(~Zo~``P!IBv8s@~Q*MqQ$EOy*xQ;8W`Ku1kzwoeSeTjzv^Y>|F{eFfp9mJ zVjDQRUBt(2eg6HEg~}8{ia_f3r22tp1ni%R+~mLsqT6 zY0`w&FQ8D#Fbn*5>c0dPFqY>4xiV?J7d90I$T=*uyEB~^^>>7G389hE!k$jo-r9bt zr+b)m&T+^;*=j;SA{Yz^rf(tYkr)Hd`$@X05^9pC^4c-yl^7df9y?BUKvx8#6VOcz zOdnNW`5?0F%YZxi%i*sNu@R~~3k`8ob6s8e^f3b8c>lXcBN6a@^M9(R{!z>RyHs8G z?SC|!04c%$&vzn)-om1Z+0uZG4O^O>AvgEgI|ZU*dqeAFikCiy`Tbo!mt@xQDks>ieg?Ot8Fk?V zN8N+hheFOy90TrD{lhL#@3BG%-^v7Ef=UPs4wV}^H})X3b%iHcR2Ju>OZ8(t1fsct zx`0Og&jPZf0EOYsK+>%lsaC zBq!!|%F5}`<1mTWKk{8|yMExCz?V!bOM2thB&oYGSJFDC+~c1|3|cke74J`_Cq`e| zNHK3De{QZPC9j~;MJHs_s}}p{k5~zBQl4wi$EVMEopK{cTRdqqzxoW1{@&Jft~Lc7 z@#`b2plMAjQAS#I5e--Qh451vEs~$@vgXZ|_#0@gk#vhYT2k-c`=qJi+1HJo+0I!xArMqm^J#&B|4dZJgGYG%5nj&y1W(JKbhG4Dy$=DVORoY;XANp zbZH&d%pY8NbOufGq$$0jHNAnU!WTn_Uk|Ar1Jy{?l9U2pchpF}_Ic&8VqohlEE){T zRo-yvN8cAh(GvTKcwvn1YPc~x>hgPY6Q_`qo4R5KG#mT+{TJnaYV54m`M z?}Nhk(e#Iq0{@B+C^CJV^iO$jf70KuVlTumJmH)Zhk=R3Eu!xUjvyv0E zmGwMN^1qv1(mihS%w@3W#w*!N7NFBZI9|EPf$nYgqPT@Y$7g)$_O}_@-QVue+eqBBN0c^8smoX+Pcx2da-$fCdJN|?+5J|YvWm7 zqe*sm79?uZ#TuT)0XAb=@Q)Vpxo1nlB2H(31-(D(Yx0 zEl&bUrFM1|`Y2BI5REQvnZqI0lc}k_~=>srxX7#}JSh9}rL6rm+$E$Nj4CPuOcT!q=cnJ2tH0|iGkqxeuXen}H(2wp$J|$8Wx`IOr(t~)z)|-r_Ailg z%oTIxSVzLjvA(Csg*k8@k$9{H@ldW%Z0hSO`;pyTxHrA<^uLdTMBv?&NEmA^g6U&S zbYslT|CizWcc%RBj}l-29|G5X2psTz_>rhc@bk%)_Zd`hx<9Zz)+PCwCHiEVq+;UWCUCswS}Dx~oW8?Q zL1Vhg#41a}kknIdRMj=YqPc3ly;-o>D`nJ5c$xeytD7df<(!9K2QWAP5*5b>@0a4b z75e<0>Z5UDOOH96e3?<7#MpSB3~>5Zrb^@*otXT5@9F=0boM11n3L2`;9R%!ylhxI zbpUC(562iFYJU6yrsQWDovo{zkp0tKio!QTH&id*MKih3Uf)MRhE{{dg|0M)cC2?ujc_{54GzNW|HL%7h;WcYJlXuxV4|p}NM3ukYZUu?Ap^9R} zdt$F1?Q;0_&Rq$Te2A|fq@F< zL#ID*gkmXWHX9xf(Z*rVf7KCgr3OMB(b-tc8NlsPd&7}s+YnefzTGFj4kr@2!q zS;R!2LH%L){{La>y91&A|M*EIS&@}>6%s;rSx4f`B-!H#*?VW4$X+3YB73{+?QBB! z$aeO2XPm>`^?QFl-|z4D`~KHO?@qn%{dzth(@$hwl5e+pWH!#=ZChwXAMe@*tr9pL zNXrW-#Svo@@`Fc>6#a7vKF>zh|CH#wQ_JP_DW^vi`{;FFKA$hKP1VJ&ZAMmJe2m&U zf4uSyq?*r(;Yi4~$&KQT{O2U^{O4J#NLTYfUzO)^fsjp3)Iaw)5#1XtIdaobWIbUH zH3g^#MuhtasZQWI`4i$Z!;^vWv9sr=j;fTe{vfl>0&^R1B{}=QzBt9@b~p)GwvK`h zcNz9`!6##~mUtz;DwJnFJldak&Z+2+B*p56j5_yG;l#s6{&%9lc@%L_ix(ltIH@ig zC5*ZQsCm04{Z1fX^#qOwIS;4brjmx!KFkrso$wEpUYwqmI&z4^D}VWz%7D6=!x~o| z-8h6Q!wG#(tGx ze*L8^ZeNHwzTEGPP1db8Ci7b0PQE{-N6=S1d6=~hW?qxFMtfbEeA-UG283DJjG+?b znhh0MuXTH2%8qX1Bxd{---#9Yc(n2~EiFEM4O?V0I;9Wso>nRmA7ksyMQguBQ>A&l zpUg!ad?VsyV2HljAqL3$AJ>Ypk`q1WO%B!_a}Hil+%d6kK)x_|(faC#*Szk&CDtCv z1Ho~m`)58zn95GMiO-e#QDHBc;j2&@pWJRQ)US%=oArz|ytDI<`ic1C3O5}*3hCym zbm{U^_Q#VHu>pAt8OyYGwAd~~_Zm5PL_O8)t{kql#8I=Gz|&Gq7zx%tm7+&FdTfwk zMdDz*KodabNcZdI**Q>kpBGQ$QbIzggB_*h&Z|7F&4c7RtCt6rLmR2J*Nvd#r{)5F)hlp_U=9tQDBKX@00-c@6 z_6$20Hf2kFyqvf}JYi*Mg^EN1bxCaMS%%YT6t{kf(kQX{;H*&zD|g*Jnh|}W`8I6L zGA?N?b|Y6jG`B3`JUt*$!R^jE-{W3kz7AVMNb*o(-KJCCiAse;rzZRoSQa`q^ z6k*r8?`-RmnmMN%xF)b#6cd6Q4*7P$vjvY*)=Yf9LGIVR)B|^YJHfu4OwOTO^R{T6 zXyI7_%1cIZe8{d<@(hcr&D|F{Vu36DIO|ymJp&v$LTpT3jh*i-&(6J5>Px15hr7TO z+>DLU%d>6L4M$Rkj|t?vO&A!woEUjxNx)V<8S*-I(^Q2!iq+L4m1YQ_hUWSPX!`h; zyW&GQRglnt__MVbOof0uJQ>7`Q^N`dtPDCI957e}q^e_=5$CH+fv~EOdv<0afvAff!Rr#i(nhjrzzv!+AiZY+V5K9#XAtj^D^R{4Wtzt!AXRGV?BU!60PelqdkWTTf`-h$M`+6{EXVfF}5M z0v!iU|DNmPvp>XyS{=`t7n$jqu2!~iHL8483EG!BFVo9*T~2=U40JVD5Cg7s;D7;w z7b<)@mpd>RK&_ULoc=nfCNU@Yg1hb&>3D+%X^(D#jnH;Hjf7-fE+&$5pH8J6&)0@! zrDzkg-yyw3dMLnr>#5gyRJd5Ga{1rL7;YgKk3Nyunchw!k6$(b-cBSHiv%CV(XQCybC^502%^rHTp1XU^g%L5XKrmtwor#%r&i@E;1$K4&a=i&42V;^F^N6Qgj*xKN7fN6fnOOHc1l8UGrh?440Q1y~sI4Ub z9X1-Z&ljdqkIQ3#jla-LHVR9Fy6RjK57$oW*4=b>Ku4f@T$or-;W=QWf5PW+<5T)B1!@U6aR1D-=az29n<}Z|9=A;32f59SgyFCC;W5i=n$V9~6m%9>Jg}oW zz|MKr#3$?PExG|o0^%^Sz*s4l2cTdXIQuSHX)H-6J2mQe`Br$DE>M;(&hSQau)a_X zW98p>rTLerKO6Y0L19-s<&S@zI9Y3P#;28u+H5BFfL=DH{;slBrnUGjlMhv7|1$5$ zOH}vdl5Oy!Zd|B4{Jcz3xy7Y)N7upQxU)Tj1w(1MFFtg0A4cnb+$&Yi>=>->F?Dq_ zS76Wg>xJ7#1lt;6mujum+jzaQ9H~iZxT`mJKSQpeIqqoqI$1CohN{G8juD|gLtkn; z)={x+2r-wwc5hvt*i2pC{Wyh9b+whT{n9tX0EJ>U&33Eu?Jmk1G!T!g1kxP@1C{KD zaq`!Uu+eWnmOJssc+&>1|7z(A>t$fXwy(4iV~4`02ehCg8Px zlM^-lF(>^lMTo6ytrMLvvUiDNwJb=?#rV*ISUN+Pjj=eR4F~Nh#&lu*t*R{}lktfl zh0k4mv~YPhM}LiQ-lI)L**B>xPG(Pq`Zk43;+j_w7gUcm}y2#a<6cjW1 zC3v)M%k?=?jn;Kvh+%EB+t=dG9A|0hY*j=|mTL@O*5!yn_Zw&fn_W+o zr35tZ6+3%uHL7HuC_#iB>Z8=Sne<|={b4(nywvd=m6oS~nFk2WU6|b*5RbN%wZN^c zyLD5WCaW9UimNB~)?b>6A8>3MJI?Kk;MdxFZe<&8X;umw+suVdrSws=-i^UkR_Oit zyl{I4{WcZ}zon0Tn{|5dHdgzM48i$~CM#zn;!G?T>66-R7+c2NGrqXPtWl2%MIK|m zC|}T6$D}@^-;{kgUEvQYU$jsCrsDbFbKC$p6jBvKywB_CZN494=XpQBoaSpoF0c@O z?g6$SqAyyCB>%2b8YO;j#-pCxxH8e!u6$5dQSd1)gDn-5P%-feTZv{=YpK_5jBM|j%zf#(_X2A%OUsh!eG^H7}CREcxGY{4Grx~n#z5f z1PqE|$90d(7MV^3fq0F-L@!a0c4&k ziQYPUKl7540btgmu~6V401yLh z%Q!p1kTx*jOc?jac#Hw5t* z09=6J9wR~lBk67E)d8@!w7NwZ@B0@WgRxpL3h*`^;vBHF#!3GMl)qmRXHwhRHDJ;lm8|DE4#=mVdr9g&JVY+Y^WC45EuBU z0C)(xU>~5`VM7nWS38K_hJJuRhm7_v)B5;|-AW}G?ZD^pT}dX7641*?Lhj?*)=Uj? z_uj#V0kcc%e5oPR9TMj1UQ^k{xf4u-U_iO~IqH0m2^&{{mP6&K*Tl1ec z^x2;RYX;t=%Q~Nc#ePUm-l)sAXFJGF463&JT| z5y|=Dg{MHTk2iFA60_dH27RYTEptc8IlPWOz}(Q6l2W>}{J0?M`?SB~L+o-D7J!S?QGZUA!px zW*{@@BBbMT+Bw?)M(#F(>TFS}lR?dq>vy%)JJ!1AeH*4-ith^sHy|5SSw#WqJ6o=p z_=T^!;_ZD*>wbC`$Oh?U%B8-*D)qX7B~@h={qqN$C8q~Ku|^0|GYF^3v@7ZG0`mNX zgM|gGWvcCdC9=J#OBk7kmm^`VAj-Z1pNg+j;cu;Y9rt}6Ogeh(Nh#OzMIiM-EZQk^ z9DVY;wq~i_vI6xcQXO-OJ;PiovZIjx+pO`5B)j&zBb5F(u)fF{qwreC7oG&E+!oj} ztKg1l55*lLr3dwjv5Y|_L?qicp06U3X;>wVvUqJl*Kj(kJPcc_ROK6elXHd`45tg2 z!xSLyVZ>PNj?r5+fY{Y?#(*(|X^%5JRQ^nC zXjc{TA_|g*C9GhVd%Zy92g1`olUt{hcQyoh?g5;6$c5hfEHYV^`*TfPaQq2Cqmub^ z2juM}`DAoI53n|Jt}(9mR0O+$f3TI#6hAk5$=W(11G+8C8h;UN2wSE*!s@`N5Zh$7 ze~J9{0*7eS#EGu8WawjikkNdYF%PD#8L=BH9cG#D!Ar2F$8VDU7+0E5B2it)Z6;=} zLi`oI86Fim%<0E|NFSF*Em(QFH~}^5-w{ z0e8`EH?D*X8x42DWQAjf0_>~|zyOR{H$+BHP$8jpKv#AI?PXwKRz|F>_<#T-E zhM?PeS|;tVD3Nb|G?M|8>Ww*JWj>H750*V@8smykN6r(u!D7RJHubqf?(@i7U@uKg z)wB5#N~}?zm+ps@R1_518?tP29 z&-1YczFR(K`fS?{c{bOzLCZ?f=en90L_Sn(&FxKfr2&BgCmPr!t+1^RGdxDbVO)1E z5upX4;vIKonyxH~ZUktU@}bwd&Y4GoHd-r9W|$qKJ%T(t@%w>v#jhsx$odwmWLYX7 z4Qf?>4^wO%)y2%6oo;m*L4KkQm7|Z17W%`T7s;M-fWOisfgn9in!P%V_^V3A3MD6g zlLn}S^HA3LXitFJijfceK}}0-v~6RMA`i)@mXM>c(+wp)IE|E2e`k!?Sgq-gmwN;w0$H%3 zTq((g8ei%fxahVVkU^&4rnT?Q4YIX;x0c-tUd@xat}ch3OYReRbtY?MUYzMS*O*!g z-(1e2GgA`e^25>t?uV{x&B2Z+)@F5h!_22W zj74=P?i;W@y*b5NYEj3x>3kPks)v5qS7^_Wg0T5Ga`fX9gb$=NKXY91Rq2XJc~|s6 z!KpcKd2oXTd-hDpJauDEZkS_RHn%mPwgM*>gT&OxBi*OGO7?OMOmCQmBd@kwb~q zNBE12Y24DVSe1FM*zI~p+&Itr2(rDm5SV<{*9ih;fv^?_-bEaf{4Bp3Ukja3#m3FD zl}ctRYO79L4}jTP1hWCK3o~taqhzj!tHDc$``$0My>7l8@SHV4=?ZiS9GbJS{<9`; zq0Pl3+N;2 z#CJv(l|Pu&QgnDP-b8)db+!C4u)pksE}6=1FQO3a+~Yu+%rP~dLf0K@;IarRsR4S> zAUVLy{13a9PV(OlwEu2dnP4ExWxWU(HD;c{PKlw}Qx|JM*pX`JIo=Ie)8*(VLa{OS z{@iie#WlO9RCfv{ifcZyA-bF|9y4>}10kl!tJewm!d!SBAkyA`(ISQH!^O`5Us1&E z&4caO#meu)CYpgS>5PD5+3sMeQ?_%Ww*P^-gJco-6kz07HUu5?;L_V_;E7->#F^pD z)#zWMNAU8!Avn5vG#~XNCo!e+3E!sXTnORip5P_GM$KvjNI-=N6TpheZ9skL2mFq` z9hmlELEm7yvEheb?=6GJ<)-1E&tHXr56oiAw_7O5UX%x=F@ZR-2eld{zAkrY&xcRI75BM*`%S0y zR!++_8wsWMvF=H?>+qFMkw}SAsBLW?px}g+0}PW6HLI>al5s`H*Na*!!QSyn9qHl32xfjQ&_97v&{U|BA1&7OPFc$a6E7 zvwTaFc7E`_k-dSo)5Y87@4FrHy*IeENI9hK#)o$a8&CG%`4)UWP+nvCnk9GRLwtA} zgX!|DTFKsB0IYxU-sT5D2r1tweI&0v15($6Z-027kS{05?{KhE8*4SGsy=S0;pD5Y zBOrU)FZZmM^teK>8%F10|MrSK5nRV@q?{9XjARhG9@X{IMu7?Y#NXnXXW(A zT#egaADqKlxZWk+sI8fBtgw!Bc6ztGc{Bb{g~Tz*2mDxe>63LgP9806ox*@BU1+zc zGlI!_FY^+2=<8cJIQCut;L+o|R1ddj=RgE#8aCKRF05C39kjDj-Q>GZocZB(_Eh9Z z4wcHUJwT*4NtSnPK>5X+H_ zBpt4JbjGq5KV;VHBiwHD6vJnk1V^NdCy#n zG0XZ{z&L(~lh;L#<{Jg^&YQY?kA#oTMSY?|NzZCqHOklLVI^!gy+c0dmg{9MovEh> zEG0O4V_bAq%Hw7_*^b*FGfu8?oi(TSECKGO;hJr6yVJcwn0chf%cvBuwGTJmNd!R# zXA&WFVT!AKjnYyp5j6$GV$`(CVl3^?_?)N@Ir_{rf5)rqeO_&fr@^LZ()s|lFbP+l z6Tq$jYN`}qc!m<{EFy^-jJli?&OdnQud%suxZz5G2g@3|{z<#{WnVYSRR4M;XSMD; zkN1N=P6{~o_7727t_8F`Hxwh%G?hMZEG_+~!B0_!Zhcq6&2JZF*@ zY2(V*^MF{SeLnmG!J#-%**|6yA`wbEP1-Onm@Du{xV-&OyXPMY6Bu(n9hBm|`=&;T zAw`gIrAl9M@6s1{Ql8E?QK$XVj7WYZu!uUEVR^|{;eer{H1nw%kJ&$UME2dONB2<& zn^`50yAIZ2E)CA=&*&OQFF*?Y+Z9_{SnD-BuL%EPw8tG7?IU#GRpV+y@w=4SA-%_A zPYH}Hn(MAQLrr%F#@Og;zWkzX6+!C7A4(IizHRxOWZ@c7k%Z42l9{=1HMLgJ;!Lm9 z^7?Z{+J`yzmq33{?a87boTyDkmG45%UmdMpK3(^Vy3Ep;d~#-g%af0kR$h`+iLC?v zx$U-3N>|SkdoxyJHKdg@Ha6R-Su&Y@XDXny7%Nt>%T9%6JL&}86=x^4u5=$utr**f zaG>dXp4mF}IY6~{nIGpg{sz!8AbyFbhIjzLzg>MaJ5w)l-yK)ENJ}&C1p2_qQL;(m zvB+qf3g4!tM~5qyzku+cn>Pgez;w3f=>zJ}us8MUB z=ResDDvnRq@E}OFnbSIHc5=I{;c9IRTaECS~=;Q8TGFjX$I8*VPt4U|Swro0k$Ot-n$a#A%6UuqTLkq(FvE zwdOfz!tFA7(2sHpJF=ITG`W&XR&Ql(5QD?-d#={S(y|`LD~z5khnccXi)pAHX$HKx z;fnw604((ox7ii1{lMfu*j8z^)n)RX)TWwZ2QlAqNe9tfR=%qY2nk5Ql8cIB!_AJT{Nd#$Mo*!o?Q0X zrwoz#3fbG3bQ#1#ZRkS~iY970Cu&tvi?XMN(M6_wfb3y{SJlt{`mKkL+Liit|G_^3%=)o>`Ye%ap)&F*x%77o{8fgXp~d-Cx0U@q~-l;C%m( zd|{jvI(#-idVrb!B6gW+xp4Qo`3OAaDliRRO?=%_XUdyS5ope#?Tq3h?QVNG;m?<2 zyqBI48Z{@39VWl?Oy^vNCyy^m0q!CrhZS#U)tNt1#>t`qg`$-}EaGqn4e@)6cEId9 zby6Gk8=cgfU|;bS)f@ic>Zwzz9tjqWpDJ?lbTnFv%b61h-JHehE+WP&erg^5i(A!S);7fY*WuL2F@z;{} zrgy%(Q8CZGPc8h(o$nXA73n~jjHW7gs_ZuuiymCq@A|n_h%{ALb=2z-5-rZo;DL{M zw{FyA>U{~xvn$-Nmgy6FJ)=hRDDELB!Yln?$aU6^kL|tp>cy|tTKJC9c#OTkmEL%Z0o?~^RQa0$EUm83+Pr8C4Dn~;Wm9G( z%>D;9{e>xoSm>&kGt&4H#=ECA-pjZfUqxW`m-~s0M`9Y}9N`b}QxH!AaSl;$c`LtW`5?bqqu&G=3F zn&TST2(F5MR#Vf7(zA^YJqBcYWX^ZH;=?w#Kf;JtL`$C5KgIBNg_HaN?y??Jx-n_1 z++R8NKO@Zp!*e;jtYjkK8MW~gK82kOAu4Fybbo^%J>4SR;PDl$QJTph89vL4lsqx( z?9ihEHn7VuDj9F-e?ckYMPT1XN*_} z+cX_$X{6S7Iod-ItB5o5M(%0Uor}A{XVVpGO@&)5GoSB@sFfSrT~1=sJ%=-xCi$r> zzYOG?e8BzwW`Vxcd!c7H&w9MC34o0Z_5}8sa*okW4CUJU%|xfOsA`@eV7kV z0HMa`PrmP8yGUC5dBD@=wXN+-3u9Q$*M1v6dHwR{astHPMMg?*ZkgEso|d^o?`FNf z&|e}B*;Ihy`3&2Bmjff`Wyw7=1Ty^}pT78yz(QLN_TTQY-hbCT+zA%2y>q>|A~XV= z6F{Dk!$-jJuw(5b#NHS1B~e9;V7G-4QrauZQL^>!Cr8OB$NN&w;m~8SP1e~3;|bgW zUxZkf$b-%NySc5xs9@`Xz*e@05!^DJz0!j9+bjPif_no$UuhVXeJH1W*s0H3ea`>={NjGt~6o&S^s6P z;01h}@pCS)9yUwZ&OU7WQ7ur@#_QmZ$nWuiYFLi0eifw+rFfP_k_tYYynO2&GiTV7 z-SM19e6b53D49gqvWwQ77*{^668)`#oBDE>1&^b?u<9d%(F>$nv5pj^Oq_AklJ!3D zcb*3(lPG z@ioOElT4<);Ip_cFtO#7-|<+Yoly!YE$``0<+Hsnw7^x9X(Vlp)qE%NC+chr&DSLv z^mK2+M0v)|sWpYq=jlrj`taRAa6|jBqW^`;>y1BV@AKc3? zwwJ8?`A)KSvflK?t+f-Tx=DbDx>o%-zsFF8#+7Fh5ah|-d&cIcWuh6%??{*xs0?f_ z_xOW52Q4`z6t4ck@kp5Gc_hv&+Kk$OZK7!MI-MUa#JO39GvQ3QV-`d#~VpW|8kd!l9uuwaCDN+c^H9gdjpPbay>1T ztlb&KQCFt@1_<15ss!@|^q+QDT5EjWz0=O9urAdQ=u~+P3;BE{{e;LOc|whX74;BP z=3k=6+;Nh(*Ky`>!ANNZ*W%7L69kPB1mDlWVgchsLgcaQ{38O)0dJ9bMeP$J$UXYg;pkOOplTI0d0CflYb7|l1*=gIrWSt; z;E+dsM5pi|4rc*H7v(wm0hE#q-;7{Ik`fl?m~R?p-)fS%oih{sPq4|<~(%CSKn%p!fe2Z7H#i;jjKfJk>!nrbM& zH#|`3W2H$J+nRG+%J!4?O21K!Z}P1(xVT&Qu%9LQoj)$`Zi=+tSo+P}Z2$YgGDN;j zGZ9;{YDS$d5oO*E3g#svFQ zgdAETw2f=$T+&^B>z15a(IfSe%3b1Ks$08!Yv7nH3L_-pXZ;5k{(RG<^{k7{#WnE6 zT$Cp~mu$SQ=r~qFt7Yu$mYB)&A#a8X&e-sGwP%P}4uEM(S}6ywB0j-9%WRo!wPaDp z7glRmt&m!OZ`0o>?Y?DHDE6zq9c8S@n{I8AbFC)6zeEZLI$EAD3i)gT8ds>9X0cnH zm?nG$Nz*|ZDM}gP0}HS9N>=UNq7isHr^WJ2efX3$7yPwgHGBXGqdsoWT?IB%w*(2_7<~jY4$eF2=&Lq@k!X=bhAIv_YMM! zO&e+iZn)|R2F==LdcuRpx~pLolTNSpA~h>C7ccb+ObEZ*M6xvFLcLcQ{j=SNmn?B17^uE)kMDcxR`9~JQ zPL76kU4Af`^GQ6t@Ji+N7{q{11_C+Ufg^hPX47&w`$OB7Ck|&9DN?@~l&YGoA1J*; zLb+pvS7rd%m};WCiE=5#Uxa=^;~u7eB|dvyZwnIXsW$li!*Q36;Iqh_+Qi3^ZyOrw zl^B+ya%dpVSCUvka_V+6IKx%P*tv;UHmatoL67O`w$tQ5H z`x5As>WZflh%d;Lo&8W!0a4Ej083Bt@rPP$Qj%&njd5qZ^`ov&o9ul{*}+QLU?wA_ z+xM|WN}zgGhNDYQh>Up^Yign}$;mS*Q2?>Kv|Gk_k8&sa;Vrb96EW+D-a%#eh4zAS z>33x*vEE2$61lN$T>xM@OX~Ml1?nPCF-&y%I!5wE-(zcQYrm1(+cNjiQt;lt{lkyA zM>EQ>3(XxN3V7OVybTEj^JX0$|RtW~_ z&-%!dDkX$=-CS#{K{oMhr=h9##qQnHI=&W?XQ9JsAC zCKR{O-{K!canQH*^8T!F;-B3@)OqMaH|CD9;V;1fINNv@fBRPPRUv&UEJw-lfd+?O znnV4~IKKTGzI{ttHK+Z1qto&rD(he=c?wKDm#pv0ja*8?VW+FHdL;j+J+@JbDp*NE zm5WFhwKHJIQO8ruMZb1bcq_>ry=o*?$nxN;;6Mng1!y=+Qss{9t(m+N4u?ToH$RD) z1{pqb&6a2bJrtof_~cuc2VNnLk%@43;2FU@2GbrSajhSj5>anzdf~9L+WMuYC`z z6Q@LtHLFC~s3EA$4EE$~qx|v`%QD+hr}gRI4`V1kyqO^$r_=TpRG%oG>uj=mF1kl% zd16%`nKAi;`$Feuw$c>SwUj8LD8Gv|@z405Lo=FgxY>1#(8~cb1_18jEBg?nC z@TSXZnTO94H^}qy{cBnL*jr|H6oIi4_&6(6p@M9M~L5TTd%sE1h5y&d!Uep}&IP!fM=4UAXH2t+sch(pDH zO2y^b@+hvWXy0D7HKw@w3%=kvI^gqPqC%~|MA^(2b#0&V`Hkr0!rGsN_ifJQ+y0Nl z0`CLpjpcj#Gr|2Xz$$KHO=tjC4B(sX+H&z<0V+wT4A`7npqDgdLg23VHG!ONh#G6$ z7vPGfLNIYSDgEJc4HWkU5V)B>{ij{|c1bqsfetqKADLa)^f{ncS-1Xw3>KS{50s!3 zAV@#}?$FU5bpnI21Z20IPRmqf8#qV*r_1bdSv#N%Q@D*g#-9DN`urs#Gy-oB*nKGf z6%Imy? zxr^TK`5EhTac{zzd%9I`Jma7B$+E*oFB5PRtj#19%U`$$UL+qKyiOBMy74pY-n63d zMWIg@$+@`e@k+pv;VG4{{b10gPI+aNGDbS>{g*0`*>^@Z^z_ePBd3M+skL4q-`sbw z+CsXK#EM+}*KVsCzTyeeQt4AQRa58$0p6o!xkfSk>u zXmg#JD}}>b*MuZ&)RweRepiW|*^+;qSBZ6_v+~3@SbNj$z0<3LsfxqExxn6;Cr(Zo zu$0b4(qDI!E;Jn*4h&jZib@?Hzj!)sdXK_J6{o&8F z82JdJ{Q=h}$}1e?Mw8`1)h#GTL z4Rzs8w+t@VaR{*6KMD6)mAKXrS9;;6xcr({dLuPDDJYPhSD0+`FFh2(=@FF5&|bo@EtfsJX!!kPh1{}F zgZuSc%}@_wId11y_S?(kn&zm9PDayb4Z+VG=5DRl#y!@Ig;{%`rAt zAiU3TIKl6S-HfEbk7n!I&%Iqcqxf4p28)$YMV#OG!P(;)SR}LEN2=0mdCk7W=wv_^ zc>7|w$?P!3nni}X6vyWa>IH`-VMVlD@wIu6{S2s=%n&X>V{jn~Zh;kBOY_%5V#d$> z3(E7d9`3M&N%>I5cabjWb!JkcHO@n%A@-}}RO*x`h39KvUlhS>=u5#x%rOfs{p=6)Nt;j{QTU7*y>Jo5y9NP4&3F8g7GIFeDbQd zR<~i46MLqe3rvjg7P1tr-~ zWAO2bk0$gPaS;)Af!^3u)k#_QVZ!ZcCpP5zoN)!roBZzPeJBRIXnYjXB36V`K)j*P8??xv!K=dy25luf}RNV=EkgB&;te-9(;iHWHyvOTg9Ba4Uc4`5_pVK)8cM<`j~cvEH;Y>nxO<9GEG@r?J*n6K;H zY-j`XLcZDbx2k<3a%qko!?X86zVRr`ZJE+-Ku+j<)93xNk&tiGW<$xl5nQ#3k)^5( zMRjVMq=X1>?sP!{k1H7!o)7{yAE%x45;v1p(PYzPIaM{(UJrj{_OEYY0 z-)kIiLsC~JeVo*Hvm1ob$@eU2`FoWRE7Ol3h)rSKQ3ALR@7pq;m5UA1U`l-tQq7YF z*MmvXR8ze^CC*YkAM%Ita5L_#Ycj@bs2)Hll~RMY${(oMCli*5aiA2V3w1vYZ#U&+ z7eobqU!^7T`zrsLY8b&6m;<+O`t+02OV{`0kZOt#$I*!68xACba6-xVrH4tRhY*Kp zRD5;lhZ**RCMGi;uM?{*eo9-TDpXxf$Gf_JmFOvvjhQFPpQv&42SOGnsmk~HoD~sG zwQbBMlbIe)B6qW#rXaMC2g-G6MDxUK;u3#}3@dDP2mMO%6*P4$I>+sOx)lRi)UB19 zTI2Sg54Llnjz>KBh6zt>fK;q3YEPs4&0k+wY8`$9I*3kHgEyC?N^SYAt`f5qPC4kc zM%8if34#2?iGG)fGKJwd&S$2w1oUKVTk?K-%7Fs1D6_|`z5(^SThD83{@3QuU}M@L zH_hvDQtw*cUk+{0O<__!nL$+xRZJt-gZ{L0{D8m5YQW4f8SxaxWhytzC}Rd`89raM zUuZP{R5;F>Zsz3|aEGYq?-HaSj8W2T05TuJ;KRpz-QVkk5uAIC4{*58x7RVUb7Bov zsl)2`2;Xzm9x4^WuP5W>>5q+i(UmH6rBpv+-j#&tR?_QfebG|%Ur(;!o;#J&jIW03$ZW`tixP(z_mI7=0gW&Ow=(@TuKeuIEJYd^|hfum4NLez|;w0_XtfztiP1&TkKP z)P;);us5}W#b$>73#=RH|Ac3OZPgUOT~iHOgq&UBfR6(+qn^L8Yh4N0`p#4W$UVfJ z=2if!Tj9yI5~|m=Z1)hB^NA1QSh8&hqq9 z)#l*OOhJJ7807T_zqgWdQ=!ulH$w^rOr^4!ykp2zlNz%?i`$JA`ZoPDKRYv7 zvmT+7tmkA=WCXZO#9lM1z+lJqa2$iRQ;}YNM&xwsqz>ge;WRRx)8WT<^P8CM>X>=7 z;>7%c%c26qmKH+#`=6b9th@HhrmmgT1W2B(x#96G{WKyg&$%ChSJH0w2^0JDscOzx zh@si|AV`A6{}>#O|6a2#T9-JLCjE?s@aP)R=3^Oxk9_bJlM zr2Yci`g(6mwx)j0RpoFL>!1)_lyuEu{~4$mPyjH(?Yu~SeDtL8dq1{4_a^Ir=c)8^ za)vE_9yTE~S6TaA=}Kd)toEMhfed|qYp6dW4L~V*7QlZ-e!YcNKgI0(%Ov1`j9Cm{ z^$~ooET*gZPd`nzs4&D}vdo_j9msAjR?@9+)%QOuNL=tse{Do5(Zw*Q0O3A9To;W4ik{lv5Q~QHJg4ElP>u*f$VttE8O6SFT8b-cE)3TLX z#3I5$p+@#aFIbcX@|3GFK7=tcc9XP=V{JLw3@_R$tL*lL8uu>kI+>2R-fqIp$3-u+sDk34qTswW9sXizhDy6rH&1~Aa% zPBCHEU&wQ^XQU?W^MaV{epUD+z8zb=Ybz^A$f#aef}8b31#`Wu!f@i? zsJteuPK{sqW!&W-Mz5P1-TtLnhoH4`{kvMUojV1#0ks3LP zxsAr}2XMqXhDpSq0UNf?4E}YA*UzONKU1$n)RG8~BzPN>j>M_78j*}x*zK@tiFBI|}eg!GR2 z7H;v!R$5oG*K*aC$p+-WI-futaS>g=&7e+T_k;TB&&+rG0vJL7s@cLeOCWE|w`k>8 zGkCW$>nxypM^EhQ855%ZK8$*2^vTmsqruPb=7UJM!9wQKjeHqG`1E7J@bzfskL=c8 zU5LTELc65*N)7X)1TpkOyF0T`HW93X4*rBalyt-SSx8 zj}_1_MA*_3Co@Y3oy{(~NUqP^aJ`O6YONihOCWng{q7kYGUj0Eo&(w^FUHMs&)2!N z1&VYM$7c9lu2y=o&}&lQo3EH{m`s{jravbiU6nWVLduP;7G80)D5{9wHBvQeP++ML zE_(_oq-QFR*{9F7Vs+(dZ6L~nd1|61%um@gbn3&0lWe8ly8Zq`ZJ2VnHtb0gTiGk# z+ZKY;{6O@xetiBg9hfE4qiFZjGk1loXIHa!2C;AZSM5{@aUVW*lip@{P>S!g} z7fR^1F=|t#@5$yVF(aQV%e;gDJaGLyHo%rx^c{#a5aX#*>)>Dclp>{(P2WTKQt;)` zuuy*uT&i_yEaA@53IF@d&Ias*Ei-L?i$VTrSM+26^ zw73O}_;TxA!hfU{N$1Wkmo3sEq5SUBf=`S~`8P;N3yp8RI z2my1~0xS*o{iR1nq}w#lHy3zr+by5WKCR$ABoM#k$EIPle}xF`-+;^%oztHrYdE{R zTDh`qPB((W*2o@B#~` z8;xm4EnHqN|Ht()sA#wp=-pi<^Rq`U*&Dm+?g`2wCpXGOA^tS3h`K#AS zM#n#qi7U$xaJ+>dL=9U$|6==$ogCL6wO6cnT;NGLTGERd4UDM**(XcPpbK^g`Fk&e+Q2uMqV zbT=cUySr;62aMg{#r@pR`#sNhyx$)e9LKhUjn#GjerExW=NBd2Pa>#Z$+u8@MBCqb zHNQN+{fMuuAjsp@U72;ZRq(Vqbo}Ayaq`QJOWxerPI4L<0{h8h##`oCI<)#c2G>8( zRtf*`yZVc&JAt+0$MiKLizP05!JWi;UQTkW@51rX;fM;hWb~8#-khtvg)5u?HegdzS}MArn{LEh3(yFCVfx}RCO6C zz?27B(40OeN{?@RH>4awoW`sJX`Cdo=$l}Wo8GcKbH7vAq@i>mSw&~d*5KmecuDS` ziZ@Tp(^gL#Z=r9EPTbqpTDQ?cCmToYzY~R0U?-iQJ(-DLbc~qKcF0 zw;bz|`W`o3VcH2>bL%zP z@qrh*jc3^>+?FeTcC;4x;EuA&Hx;O{(8_Q{wgByIwxDFX2kTJ1;EZrM3~!cxh%iUq z+CgDWkD-~Mid<55=<5+QcM+b4w7sQyNwmH{WD?t&7g|H*6JGDch&0AD2qo>%b|K2^%PxOjV@K`Wk_-SC?))`w)8zCnW>y0>_3y;^qIfB z%8!T#%U$&*RlQFU$T+zhe3B4QE-NbZQ|FV`!smYK&>i1ytdhl?o{Y2Y=@BUqq^m_8 z=VQ9c^ew%9rfzo2K}q{)v#_z7jzjw@g$D2Fn0n&VsWDO|1hm|#w{1nI^5lfSe4cB@ zZR7q1>9p)oiH7^f8JdviMUo@L&of1d3A{gJKaIeD1MvZ&apAT;-)I=l6mfJ! z>PqOr-D&N{LRVLcOGQ?Gp64xd{)~VMV>WFJ$B6wLp@gqqW&_p_mqXa!XaUbzlQp}l zvHhq-BU_CafW2G%;U-;*Oq3UBzem7U=Kd+~0N{(O{Ue|o*h?6K70!3!cz705I`<@3_*4- zz*j_2;9B@0{SZJ3{e5+x`ijh3as0I&-8WKB%r}4s@ZQVolKn3{WMdVO@1YyoJ(Km+!QS9noILF>&c zf}3+?Mvu1_Krp+sKkrAKlHwjNQiau~rs;=Vy-BaiF+fVbP*cQ4S65Y+$Ii^P4|X-E zwx~hy-{mUaZ4>y1^MLx#IJ;*{VFz&;ES$g z?>w2~qD>_^{Wbft(x2ud56s(n!qIui%Xxg#&u*(8mgFz-e7+?Z)2U;l37n3fs8?&%pII~VHz z4HS7yf+QRrC!{(tXn(%#MpfWj<}HFCXPsf28iy>B)(^kBz*#nnY@ziJurNNw&@WK$<+f zZE8=NbEVx0-Sz^E_X^U!CT4nbT#Xo;2hf36w_b5yEu48bo($?Fc`{ON=zd!L!mhli zQ`A;nAdjz5UZoyJZuOOK0pno<(H~?%*QZn)%AwX6%nXkjo^a59X7B0g7~YBi3%)(K(kk= zTBY&#BJKbmHM0k5;sNF5Dz|oY+s*dTkh0^=(hVbhQ)Vf~0Eg;pL%`F#O-f-g5w*JE zddM%#HhSv7nPDr@iXWd~COE6P`COfdXy2;W_)=JkwU);Cr}Ud<0*?qRRAG7HuAY?u zT5s$5;8r3`V!DTaXRR1&cbaKkimih_Q%g{-v^<~w5E(__DUf$6t?lwt0M$v{&4r6!xvCqu=a$F;qR zj1Uj*vY~)^WnsGY&o5kwZz9#E1AI(hM$P@aeC>R-$@1*M-dV#|uGdd|dQn$*y)V0O zf1G=jBFPT)D^E@`K3@zn)wRX;CU_Xa9 zatyGr`LVtO-5Z2iEYKID177JObN9!0?|gWRc(t*?=!)*SAcmCls+7OpuBtPUpg)`4 ze+Wv5AUrNI3matqJba)KH0|E&929ym!?DmXVh-kPDrBM6w7+y@)8 zyPs$p>d{G$N!s__F)F;*Lfy_zu=!hh#fpve3&>cE?Wk-e(7#ZWeP!$C$cMYS2JJEJ zAzT@vT=*l8v;Flh3!E)xH0;ZExMy_uCS zUf}|di<9%W=x+f2bHwhsgGKm+I78}Zk8=|s0(npy(OR0Dp~e@Go3Y-bE2*IOee%TU zt0Bbh1}52XcSEVMT|i+Hv;>2fVap7+81hk8%f|KQOmyg{L=Ul1@*ZHtoA85}JtMja zKn@1tqgM$ryj_FQDQ>#(N_4M<6;6;0!kazdb;m^>rIp#EYlD~Ccco?I*;;_nYxqok zBnJfzewEl5dYMf&w#@M2FFc>)3*(0M>MVK@M!9RI%-8=t2GKrE`?Y+0tl~1R(pUM0 znA|QNqe_Jxlz9blX9_dX<|<4!iPu#Vj6P!lI|mLYRgiV&$lMP5^#;g+0#iMc z{Gv{E+(DL$=6QGawl@pPE@)%CpvfUmTW-y022}T$T-cSs5u3m5$vI8GG+L`WKR;Vh zzYgY|*?T#~U`;@3ez;tjD?M&y%q+6$iTIXc9v4;jU?#=kxcL6nPvuzg`wJYIJ;k+< zvW?=z`zGK3tCc>hWk?86J}I}NXYsKt<>kvq-n(4ne?eb1^PMd9U34;DDm>`SfXrU z<5*uu)*llG-!C=iq*nJRQ}kM zctVfIOySv^btO|%B5=DWd?me>k@x}4Xdg?X-8WZKvOL1~8N+$no709%&wsPZxWn6? z)|((31;(*5%k3ET#TShOY@p+rjt7S^U@m>9=56>5?SB3FZQ;##Yp_ERV8sg4MpgN9 zKz_H0r{yxy^pD!bhzBwdpXV{kXrsh)U4LQnWiL4curh4!l_G6&ckNb)xx+lX8S@=g z&=Y>%-~d#UZy_13WZ0eE{V6wZYJ11UBGVk3zYX{u`m_vQjLAb!4=5kQzISEqmi`DbYgb^no>kKP97j$54p zb;3PqI=-X#{PHh-^aY;uk~_3-V(ev9sUI9nb3 z;ciiu)&&$E%O2^ z#dk<`ApK7;>78%U^Z7lHMLY_%&4s)521|D*<{3wyOdRKX+gcwa^ww4y!R;K7B?ZYM zr~YVz!s%{T8-mh}xOW;WlM_F!=q3W|ol4!>T7pc**^M8s&%dMQNJAbxvh656vygwK zD|d%)@WfLk!iX$q=>0fH1xw|T441fKo(uuiJC(uXBFmN2P*lOb4VEuwVS6}YNUGes z9v8O=A){}OPjsm$GO*}{JLmKiS|>mpcMpHyL9^F35>FV7mivkVPiMg7ZFYo_r|9NN zv`-(sNgw`LLZz^VC%bhN?5f|lULC#Bj&upn(EC)v)zdIyYYi@jW5^tZk$%oK?B-3F zz~!wXY@KOeZ9sXj+HgESaIn^WBXI{CKrdFPp7Cd8n@vo%40;!j# z3ESqh_Ejp~e3F?JgK!t_I7J`tZSn$S3HA0xL*G?<$(A=`CHI`s%wKrs7B0z5Kqt<3 zQ9q30w-qs(vf}3rB)T+CZL8jW0t1|P_?9T}x7Lfe&!K(P$AO&+bs!QqJsFHz~fOQi~l-P7PJ>(X3?zgzQ|Ds*}^&0;# zEek*9Ru>Bi*x0TBw0)}oq3!!u1HeDFCiMSfYa%Zm03nS2o(KOW>=S4=0p>yP5MB9W zWeSVf3;Ea1IN-rV?Y#Y)Wj$s+15bzIBy}NI_JDw|o~IdnDE0|{azzMa6wWqTa-Nf0 zfKOV0$Sl_N+-q@Po47u(Sr#;=Ih%E>g6S>L$2M{MWO}hH*aG zxEs(H#FTC=$UelH0by$c*BoZcnYq+tWRJ!AxK~jEF{I>?8t%=GQEw$0?|$CcgzUDt zL-=FS&aT!^yj;0pq3)(dC;z$`w7rSRO>Ze(H#1QK3Z+d7dCbZ|?a(c_)dyQC!g@>` zy!Z5E=jiNt5fuyObhHt*S0>!janW@RZRB!GKIkFI4}|cBL52!5z%3`Ij8?k?cd-1Z z0sr!j-+G_+vjvaLzf&hqddc89;SUG)DtXSt7PD7EUbRR0hPNhoc!XRT;aZ2_8$AoS zt742=_&q7`;RfN=r4cG)NBqq$sC#c~`}qR+SMfM_SBVw}1DKp9D;yQv_*2u-f8Op7 zJ7*`3eW(!Ek!e}Qj{=>WMKk(sHr#qQR{y4GXTP{`e!xwA|GY?>bC8K}$w&$}63?&Y zk&QT&H3@WjwPEbvPXsIqU20!UD}3uQ+$o7&>fTD6K%M-mpE$mhUR7|Uq}bIazLHl0 zNhuQi_IYn|1-wuEm2_wQz6v3FFteO`1`EFVR*sb9FR5^3M!7%?iHyRhrUO9!N(`U0 z4wPjEa^GYyS`eK>-c!Q$mvn#O#f->Sz~CN_t&}164cfVxfoc}{G}mX$L;Qn_4J z3)QnbUr#;j$~y6%6hnMJZ*98E_o;JiXcvy6{|m2B3%aaT+4OwaTIQ+_ev*F--HmTL z>V`a0x+F`$qObqJ=}yU2=)Si*XZzkquRS&uAi5QftFZTeI<_`(f}f{Cs?}Gjk@=$3 z+YnPc3g6uUoiBl}P>|Mo^%Y#8g+QBLU8tKX)3j_>&o4sy%GALjy6Ii=_`tS{bw3V& zXX^6df-jm{TFT$v6XBf4J~ffs^8JNJux-duR`<@SwN>GBeI(vPKb(h#AwT5P&@q{! zb9~1Q$lhB;b3hGCy$!)zN4$$^XQE8~c0vN-lc}b6!`_E#9P8d!pK#m;2MX{DUrz&G zN=xD2_e{v*2-n|~C0Ac`QL1WT_xES>9x8}Gmd=RN(jHpGPu1 zzgO!b!hD_m{{4;7Gw)Gd@jZwf`X(p0?D+oc-4(Wrkc-ax0bnl%NI#aCG48ojkN4xB zN)lpw=gQo>;@k? zNs?A%N{TcA{-dXjUPXSbiL)tmXpYn(70AVO$fs~ib^&?CxWzt_DhY);@|jA zp86I}y2Z#;PVgc@w}uIg>`eBB=`i?lp8X7{$$AsIIbx4J!NNon((eJWGzP{N|S}~ z&n=%B4p0y6uMY0=9SiIAM!7%e)<(Ua0@1!*uE&~U>N(6=UUs0}0n{?&q{$L~X@yv2 zYi@jn6&$K3EVkgnn6gxbEIp{7y5DH3epp;(InH;G{%Ax`33vi5WC(bUyQ7?5&yTr*k$q8wnn`Vq5Wn6LY7 zC84{QB7&Y?K2=iJgEqn$ezU{*w3@oOoz2|(kpH8PH2mxP@P=?JFQU?ICh7)1D5j1n zh*9(L*ghXq({nba4$YMxsq&YGO}wxt*>9GKPBWzR9T(;a>died+%Qm(l6hI$a!-kk;Ozqz z6dqGfNdaxtTY(Ai$KQ!NICtqjAn-11q9uiKoWm(Ku#p8_Z>t5Ehw3l6Vi|;U&yxtz z#n$7ZlFLRRF>~5(97mVWUYFf6AN>X|_D*8nI`o|A-uZRzO+SjIW$DoxUm5s%HMpB& zWe=ZPCEm^;58#QKb5olK;bZ9Rf}l|^YqNiKj>w01O5nH26CM`Jj|Su}f(a%!6J7;YD`#A`1_mI~wmF=O29eP?WPj=lm{EkCOk~KN3jqPveTHLB!?*%0}dd-7w zHWs7*!fPQD=(s3P#3i|m)0X-C#-^><-xgvpnXeaEiugg_E=*SYJL)RmS%m7o-IQh`IhXW`^Uu1=IkJts+Qi znM_7;>})A~xopIsWAk3%V9TI0h~AqrcFm`@KPxbQ?$ zw~44njdb0tWNsq08f!*ZBRjg2VvjgN91Ts12>u`yAveF7_U_eM*XO4<5M zXIi%1e7jYDLthLqx2@08SAS;#H>CF6Aevq{Y(X3rP9+MDp?Oc!t?ce>#gBI|$GA>q zOu65D(Q?FMy)SrNEIxi>H79RZuHbd`b4ijuQ0>W9ctQKem7FZ0EUTc%qK~riZ>Str z29z%|&%HnBoVChHbT18YRjhRq|x;q4}_T3~NvRUwC53mpC$57S8c>&hq`w0luzwpM3 z3&h1NJYM4PQ#`v?F5fdrLBxE9a(^r0WiUwG~%BE${}qW1-- zCZp*G%C@TN#iF4T_+&YCir0&hyNa(-m`CTVIS17bJO5P&FTp>(`uah#A zQB~SxQU51I7l*GNAgqCare#C zfkK<{SH(kgte-FkII6;ffTs(;FxkV?)N6E~+Jr%;1mV6X)Ja}wk`^QK_cc|h8(wR&eaPDAHLY}{X`{^0&2J)fxEY!-F_DPU1hQKXS+*%aT)6%{Je`{X^HoCA|CpujY28Qo3?teBuM{Be2#tX3 z^Z>fn#fk&KuZ4|u03@TT@J%H{5?xgc1)ulB9CZt;|Ak@u@1TfmJ!-OnG0W%a^%+Cg zB359AQ3U;~+NR)t=BZO|^mR%^+u!sWFi!o8UW5OW67jEb$|dB5)sUdXca_XcLcK-M zIa4`6uK}Ey1oa+ZZK4JIP*FhCKNz^6_%4bNi}1J)ILJ03$BzsbuA?Gcfo``VfO$)U z^5S@%Br)c_0O#kFaXlX4?}DbRaAMBIXG=Kg#sSWV~r16iALR{ZC0N&EL5e z*CvSbd#9mj4Mf3K3aJhapvzm{aWK^)SkkO?timrTF4|da3aj!+&grNd3w(a4*Rl4V z^UqCtaa-<`Ciw;On5bl>2>JEi7S{>Wm)3HC%e3p& zSnJ8ESz{1tV0S0o0tJA;J7lW~IU;KzT+9&?p4^umZd+0MIlFTd;hT7ylPcg)qS&qvrKMKNs|6y3s1-5sd(NiNSsUD ztlboC<})cd^C1OX(?+O20`Ez)cj`}qp9ZJJnlex`Poh=QeIPGj3K`u? z2NafcR2jGXmsY_0fbHU2fi6%}7KJ)HH46VQo~|#G+sxyO{7%~gN6$hBG`H1VL(Iu! zrzHRjOIqZ0or1b-SBG$P59C#hn9}#tRcyTY) z`J!EyF5Q%ul^P!nQYn3SA!xyD=qEl0!V*mMQI{@VIjW+@%WR4)IDaosRdJ>~9x|k5yehM%sCD6AIK%S0pSN`4B$r+;2Ifl@ z1Ctd*sHdfC(Q9Q#_e&4U;k^}J_W&jT3OQoAyFW1h*2sxlu#8V?RM1WdAeKKjlAhQY z-MbaP#ZEKG`=xW@Za3v3B}x{TQvi>%-lqIy_~Lh2LWj~-lIUv^&m<{Q`5aUiA=?YV zez$@(^0i#BhpN#tKt%-)g%Q~t!-Jyu_QHa)*(MuZgH_&e%-5UDH+18k!^A_T0LOFT zTid$8fqwC1IH?wSlGG7%O?CB`VZxdk=ZNQ{WjywHjD4_!T+1^!ZPAm8vbbH*M`n{X zwU-FDHk=M}Gqt~d2MM7*=48ag!GxY1wJassGp(hcf2?7~NIM)}YCQ|Xu{;Y(4{Z}C zeOoc|Uh42mc={X^lT>-2=yb+cZlN74o3#9_oyhtAJ)p+b_x;G?Z9ZSPi)scl`TU%> zQTv2{N9KZCpz7t*#NP`Be-?IxZ(DyBIsh8mId7&?=*ksrE1r7OS6!`*&3yS-``n$C zurFfPDGTjVmS*9YOwwA?$=+*>+&%nV|B8X^kOnWh`2rMDYPxQP#Vg^bOAX@l z{G->MGtDcNNgppTAcX(x{+52gPxiF&m+MtyjB8OW)jU(HFF*f4G2;>J3Kq>QnNK@4 z5xULoKl^0+{&n#y*s8!Eaxq7Jvewx*Ud(SuJ>Gk2$1PVn@F*9L`W=xWiv&C5=YD_m zP-!LV*=eNFkvT9lkdSc1bqZ0Rwg@s8A5)_R+E@Y=&~{(L!W_8jHOZylJoF)AB)8g5 zR?wK8SMTD|X;*#Q#YZ(SF7n4|3tYkAVr@(kG&gy;<4Xv(rLZW&yVn2+e5EX!4O&Q07MPG^J`96kS z!t3cP#n^^9Ma7mxl&DW2F=*oaU6ImecslEQ2T#C~D?4T01&FcOZAeup@jZIIhuC}qE?(#0av0P-1So1)I zr^Hr?e(`=q)T@;KQdvlxiD5eCr9SiMnH3~-fy~an#7b*1#kX7Kiimi}1}Hn|-SrAp ztw<2#mk&IrJLg|%rRa@h9&NO zwkSg25rL=r&XLQ8;kf9%<-pL^gb50{Pn-FqzaP-3O`f}?aIx*d10j@7O-vSR((ET} zcG2sjDVl-KCq`>;bEgc*6w5?_1ih;@yAy=0ix>J z;0tHFE8<2o>f?<)pxlC)BLTpj1Y@@<;dx5H)ZQD$cyf4`i(6>^%a!{|xYn*y{_wgq$@^OXB1KM_BRm zrsJo@1k_nzUkd1TNOw68@eB%y4VyN)@_qx{Wk`Er6Dho_FAFehtpZWnx$zy6jwiVv)4{133cJXnTe1D{$(PD;ywqms@Ud3P zxIsr(gk*~$$uNv81BkP>FkNtb@FZR`A!gO<($T90q>;50MU9UP62#hM= z-Sy}Oo-MjlT{Oan5JFN8q?yKC+W~h^fXsFN2*6pdLHcim`M>=}9RO^ai~)+EYLH{= zxQdnyx4DE|!{#3yMPy`oR~qO^dRnn3x9&%1JZ~H2YANmoQ*GYE=(R)VnW`_x9jOS% zgmbYPA-in~X?=!bimcD6pdWew_;=k~{3!XL4RjaY%DvLZsbNyd^E|*vDH@w|xQL^+ zTAud>)C~Z)tK3Ixtq#<30TrSNsT+w$jz1hGD!gu?0h2+i>f!(?RsxX_4=$ZeJ)Ovg zQ(N}Pk0_1{w;~6=#3#wKsf&;(OSyhvkk|R=V= zi}@6Ph_C@IJ+=$#$aTxV-*vuN%Hpl^5bOUo$A&^RyuVnA4%$+DXFey)r+$pD>ouM7 z=cu2Xrn?}>AhZbAKW_NA4D}VMb6Z5`>4Nz^IDvVQSlJ-7+k@6$^bMM3`ACgN{vzgf z$~{)fD$-PU{9{tWIYVIocn^4YcHD;iC1_mWQ}VD#nNJrEwH<0~$enoU)QiQ%ep8?Oo-vWl6u+ZoTN6QuC(+_+Csvh^3< z&26>`oB)ii7Im`YcF>}FKkfa3m29m{3dt?pj(Ms)Km+|8rP9}aI_#4WT5kChHg#6? zt$Zjn9HCJku2phVU z{kr~)$ZtP_wIFzMtHS7(8`CL@jOmV=NTvY44Lw@as67uf7Z2IrxLqS#FOp>et;{dr z4Np_-W7C(y{eIW*m<`JTB2c&E+vH6p*8UVPa8s|BB*W>6sxK4V2MlwZuG@1NA5pV$ zlzDSmS12rI_=Le--ABM=gxC5uBna!tcO1XY^+>j}k9B_(Kw!n3k?04OBo2EU^Y%!~!Rl|1scJL+o zK@+;{bOQt1J;ku0BJQe95wwzS+lh!#z{Orf@)8g)4p&`Zs9NTg*`)BXYXa6>zxK*s z{i2nL5Q%eAlS#??`h7KhQtu4dA zTsO(LC3Si_8LMj=>8r57VW9FvZSu(BTY}s<11|g)E~(&?lBb;`sn!Io>h~xZ(ujxN zND!&s;px?xyJjF(zjZ2-O`oHdrv;pmzU;W**H&TM<=C+OO{NNkV%!Q6BYkVyhT z>=DX8pwAw9UW!5VN+P9LW{i)5@uVD?XvtNioRAfs%7y7}c}wieG+S}9$FZ}A|Jku z%Ah1Qj{#y1eSZ;#o`5M1P!qld%w+-A*cO^6BoPXpIKE+R{^HE7o$O6ooUR?qlh!+T zN$t}&)0#&PJZZFx^njtF*{e(2E|n#8>=^f$oK|_1@r83TQT{&DttwVOf~}@ z3x{*@kLJP8y!8l&5b|rX$r@BgEO#HuPCvw#-W#H4bTBYjN90MAo}a3{S+n&TL>07M z=@2`dS>bIRH1Y-rnbv5rKYXqEtx7^Xu8-A*aWJ2z+{{s74b1**o_+K&%NADU3_XK) zF|6N4%Kx5Mb)V4qw}A7u?Aaz8^yaYi+~=@LbD{)_75MiS<_W?E8M};GOOL&jphm^8 z4k+yYqu8UE{aa7c()O8dqWnNaZ6Y1`z4jewVOx4nFE$4(Eutw~Tj0vk6>$MgZy|7r zl(8Ucl}MxVB#x@?aHlMoO%h%qh+3@;4A?Edl;h;s&8iHceyPh==8Ldaw;tWPAj`@c zsavJ*uJ7!=GX^~;o<;xgdskbA8icUq?9nm}b__t&JKS>+CkaY-gIaVdgs9( zqhUGhhk8&J0z@8x9Nx3TBEqFm{KYx}0_w<~-peLVKW1m$bzAi4aJLvJ31WE* z8RP`ic;&bP=*J({%(e}hhM5=)Bd)lv&(_q3n4)dSO`$wn#qH4W#vh{^s(KIny%Ye{ z(q;8Omj9O%qYJ+eumLAP$kO$$6tMg+Ugzgl{WrFQ*5if%e}NiguZI)Zl(rTjn*G)7 zfenJ>!@>a)z;{3JZzxwFJd0}j52W|qT0;P$2>{DO#9II>{M|?l|ECn?zoFef@wwN~ z&JE@PK)Ve1KhTaXhYWpx0;2-X${wEhY46XU4EX(b>Tdujwm%pM>K%k{N;Hg|rUQom zabP*B4?dsp#}MLVlJDV~eqKL0o>hA?0Duh#?EXzhMHbjkn}N-+3cy+>=L2kiZU7Nh zyEWHt|A}k2KTw9kw%Ro1h!d;0-jpgC=>n}~|Blhsp#v}$P%-}hJJfhsUziEvy~BS3 zaAFIRMhS^e+8vCno~&F_P->jIYM{%VyTa4hGk%Sv*{d ze<;6s<{(mgIpM;T6p_PcVKfJkfS4!Dp=!H46rKa_h(1p*Z!fo-J4oEU!H4Laz-OM} zPhZgQRnAgNsZZDeb+`L_g!&`(a+!KN9vUg86+QcsS7N35Cm+lmKgn-S0IwL31%KTa z@c%g)g|4z;%&T)#nDHs;Zf+|_!~wa9-PSpDa_o;=Z<|&lCu-~{v_gPj=@|cB^|@I!|#mBImZEnoCCbZ7Gvpgjy z)UVq1q|l35x@o+~d*EXR@vB3j83wDXbz2{Jl%65;;GU?+3Ym=bXlN!)S>;$5>`!1U zz9=X*!m`ElNz5<7WIb9 zhKcx%Jv2Hu1HR4OE}`6+n^lSatyPgnHn*2nHgyTsrAh5YjElEC-p1t8nYmo3CMt}Xe&Sy;+^L**6#*d(ib<1LmBBX0g7BDB3D0xjgDzp)Dko#__v z7p#*p2>>ebh;1GQ9>Ml^itVJfxIHItK@|H&aJx6#V3;sG%xO#~=gU-^EpAhMm7HhP zL7(5R0KoE@Gx}bM>z#7(UJ5ESraDioS&X0TQ~B0C^D}H&`U{U@KB;|pBPw&OkZXcs zMmH$_6M}?kvY?mLHby2F77x?2!bQ{h5yc;UVTPtgtfu#fyQMIIAms9xnk4w#;EHs<>W znkxR!=iV0grE!#vUtQ8vL!q40VD%Z?5YXTOuCI*;pQYPvCC&w|*tG&pYvUjEUEVk2 z^sH9lUv+5%L}dyrb68myP-N2`EXCrU zYx^1Q9=hJT>Rs5IK<>4ukl&ZlTrw42kG-j|)Tnalqjwd)TF*4t9eB93>}rYng)X#g zW3~KWJeW@1qh9J};TOMKT03rwATCYQ99UI`5chc9Tj6Y%T38MpMU8)R=SRVd*f!l) z&=CJm^H_ZpZ9uHH8>h0I?Sn)HDZ2LHhawuX&7`-*#PXZ5P_#;W3b%AwimCQm@R{Bt zZX`+C1}W&kjRC(yf=7~bKw`PcVXw`Jh6sPydgLs{2ogo^jD9mL3;kl>Bz2UTbjp?0G zyQdV3$MY!`o&~g(+?+oNhtd*{t@w=xNxVV?-3C z@U6_sK|YZ>AorNEXIzWf1@1!wc%lwcKNu#UX%~wMmy)I`I7ze_6=Z+xU%oW0p9EbB zt|D?qs8^n8q3S6+`RLiY4VmajzDNAI!Xxlv`_#>Awycu5=>ZQuk)0prG0mFEORC9) zaQ03Rj@1$G?_(9HPQ4$alYWKUJyc>-LDb;kwR_$I7dp~aci8*-iSIh0Z3# zI%wsmwc|M{5U~Zjh4M2%Gv(SX7YA{ZhKEZ}xB&+s+(@exSN!a$HiG z>g}W}k00J1k@{f5YYcS~$(mkhtC|1@9v1(urw4Spn0v}}@W8!xcW`}NO|&F#1g`w0 z7Iia>oLkMfI*Y&mD2P-yo-fjZ^u8 zfiFAO>Z7veu)}d*O~+_Ukk-caJSvT&1izw`9&^CIMh!RUwd=0uF4>4kd5N{ovVhxp z{v^9yXyLj$$IS)!>$8K0>nXTy4(QgDGh?2q0i>H+j!%&-UiEN=0$Y)|L7R!UmHtmm zZlUbWZGIO4pVNh$Ti@oMu~SbQt4+5kc0o+`X?hg4rpr{@4>5eb5}Y$h@hc*|Lg1K^?lB z^xXu|0WPeipyLTn0Vm7NdTRPQre5=8q-bK_p9?<*{v2)~(8J~fkSRl8)elo}tD1jS zTYdl2arM`CGE-Tic!cL$h5-{UwOXm3#hiEbq)t6Q;Qqiq!t2LY>8!WNf7sflM{I0d zYFsM3L~{#Dt8eWY#!`e5B<#80uQ-)COCQ9plH#Z@KtOyT8Y9`_A}m}q z#qS=CxcG#vS{rT@z&I{#iK?$8vnkZhh-x)$RlSP%?Mi=XZ_jP?v$|kM#4}4>2+X)$ znBk`It}%!v@~s*l;~Y+t!D)4DfpiNghdPN!oaz2DclSWZ+J`4b-zb90D&^4-jCn0M zBigQF79?QyI5ek6=)H>N32U$g)z^v`@t0RQO{{ zh0hzu=S0g~#YL;T&XuMA!aIF~%+WnaLop|2ue~(>@$M^V62pq(8rC<=DXx;c}SdsOo-?B0DD#301 z1b%UbxQ5z?b6#?n8~}K>(*|~?fD+-D6?qRuH-w2$IR$PI4WM}2cYopW0R0tnP1izi zMaUK)RIqAg&4oSJ6aXC9g`};OSWW;2^M40mu>G~sx0KBe=(BjWm3ndp!UeogFwUsC zC-Bj2%N-)%#{PMS-oc3a59Ae`cC^BeK-9JeS`lm`bG`J z1H-_U&@~nXl|W1fFsFa(5a=%Y0i|~W1gI$lgx;M07J46C_Y#J%F~3g#N9g^({Vo7g z^T;d}N)0ZCTG-26W>@8>qRp`(7YSD$y@22%F_Zb|19PxA{Turrg6M7Kf~zj=Sl{FI z>S;h%vHndLKB;VUMOD!b%^`~rvh^~(gvbxO@wAVBhIQSI1l5~02%Op(d*5%Z>F@m> z>up@0bLuXH+6a!peFt6L$RCB9wE=Z0lR!OU(gpO1ZT9i0OcSs??y>%7Z+X4D{9g|k z&!vo;=qKFMzz+T(ngw-wmgdf3bN@6zB zF6{dsKb)zP2`so$-_-%hBKGG)=ffmslr^23)Z!N#RX>aJJ5wG^;O-kqntSUWNRciW z*D&zDjkKTaT-X1|2Fs~1(>1aJgqpNn}#?BOXW&Zpih3cDS7Dc$T ziO}y(c*p~14$s1LRR-?z6w`vkE_}tk$B~#8QsKq%!lK$!X+{tbdkF&BN} zr+qGh9~;D0u_M?WlGIWig;USoG^R%tM&4A~EI3RK;ZRJXSc%@_7yCiymy_y2S^(#Q_m;J1Zm~S4ng_e2~I*AwanIX zTn<@Lmoi7qsKnX6gvtCWh`JhAFvv6?JScvd9!khPy)z;HAhH{twXiLa7*q0i*;IQ1 zKf+$&|M2zIQBnQX4rf7e!kD=iI0pR{#{-1R`ze8US67>{8Ooa& zx@CmQD!7y>D4W|~6$p?rb;PGV0~dP}TpM<{8<@5^1Zjf9$ifY}SgT+8T&8XqU41*Y zNk^!7|Cs&eRTkN});U~Biy>Z?5x&;cjKDJs|N3P{$}?QTG*{;Y3=YN)vksR}_57Om zwjTs-+%S!Gg6?)^PFa+CC%Z3*X#C_8+&d`oqt z42T^a)K`US{@zAlI-x5o8C2WNv@YJww=mEB_$pN_p4!v!HaMt1mx@d}FG*b?4R-aG zYJ9Ph7;16iN=)WQlwVv0j3#`J1kvwmE$}G{h1AVw_bc|nL#a|8z&X^33Kmu5kqhKl z{~fm+I{>5yLB&$ATaiROLi8Sa40mFtCWb@`d5lc$w`60{aM}-g~X;HgX1av3XxYt%X24%ZWO}loCG_fc4MOi}6c$~v-=E|q99z(+4$kmKj zgp5U&t^hXZBv(*E&G-R-f3%$pD0b( zi`ZGu(rr}6b+TCCA6$|9tCRc?Sixg?my=j!NGB;%G;jT+g~ooBCVIEi+rByv4bw)6 zT)CC^R0L4pA+CtQS#~R-Xg3IqK<=KC?;P>{H2lo|erQ7B{u$Nq{4Cnpbh7fk!=Vmc z!l!}++(+K@+avuwYtUZ10_E!#Fx5Mva+7H<&k+Zpr`}sz0qyC;vIa2{<%#9~3`3XWE1lwcD&QieG&OP?-)q zE_Bgs-9J;N6D4=GTbQ z>D6K*>m{4lRQN8!=uHgDP=*{_{yyjHRC{K#Wj6|$k^L8e5u$r+7SO-~xMsUqll z;{z{*eT0zEx`Z9l8f6vN#dVq!Jh@}(?M)4M=M$CNj+#P9gQR6FGFzThMHNH6{DyY5 z8!U>e{8qvi-moOIh6f+zHo0Bu25iyE)a&v#?$BcdB@XfP&$l8(kyO3(djSCfYACuhxFSlIu>4(|Agb36w{`TsJ?2fsrzQ zTsGFnkojT;`RyQ-%_m(b_Z`Ehoc#|6(=sv;f-CX!gc?ifx4EiJ;)+%^u%!;GbI zPfB7lt(n;B(iug`L|!+x-*)>PEaY@^*N5(!&+n$FxZ0V>^w%Vyd<7C+o&ISFs0LuC z1S}azKy~oX?fidkBRpOg}gzQREqEz$i& zmUUcNjci}J1y$r<4mPi#|KNlk{@X&xVzPg&0YGF^fWIvf!0fg)F~QMDk-v#E0E9-m z-TVMTX83@K_!J!^?JXpNp&R|N@APlF?O%@eZ$m%^>JTsy(j1GPA)xU9`Tb+Ec@bc` zWr5qC@mMi0$|g$SgTB}MD+B!BHeH~-=#pAg;OY!G3CW5M>oA9`SwWxvQ1DNviXy#U zpO91BoMA@UAV_cIHvZs@s2GX56SK3eq#>HlP89N4xYM5S z7j+8GnaeisE7UU|)y$6Q@m^g0w?vybt_7a*E18|hv?gG@Lm=n%W zG+cJ#!?0@+pY_t=%&!EA`>V-iZ_MVxi7`|fb)wM?ytMP+d~gCmzTps zZ%B~92*8?{V7W8TBZA#6gbuMNqQMib5Sj{hitK8ea!L7` zr4St6PIujMrF5YHnrNUnTI%?N^B`aU0c3B0$}!K#+>4|S64E@|>BG3L@q{ zk@ebXUY_#`;9v>N?)++?gt=bU>)`BLT4uNQ?mDZJk3JsGo^L&x3OIGRw?l3@`;e8E zm9efAd&0Cn6$JI37+nM$ZIVXOy&`tr=gDlr_8-XBa0GlSPop2|4nU~U=+qS8{-5sq}8XSe(rN z(R|Fq)pM%x9MZJqH zshPY+g2XbEt!X!hl0apg3gv>BEu$#IZ$MqXpx;e0s1J#E79St&>NSQ5hphGEB&{>mFoIIY zuzb7Kl8kvF&R$orb9*|bdtEbB;MJaNd?d4g{Y21@-*v0q(ib$Ec2N~z>z6||36~l6 zo*2PS7tJ8<07d88FjI9(G}FCxE`HwFJ`4PqqP}llu2k`WKYB8q8l~No>l*v;ZuQ;Y z0Kbc0W%H{d?WGk>Hvu$R;yr#T_92i8SrfTnMgxAn(1s~4eGutC@_FsF)4d>{L3l8M zX|zGTS!5~H7k@m?w&^86f)IVryzxMWVjnHcE_rNe*OxjT^*Sp5+;+rSn-lHrcFL@a zs1~Q*$|Nab#hOz|%I5WS+vn0Q-)twj?4w7s)yUj~wd0ja^clO`w)>412F7|7lb99c zC9tkrvwI_=eN7Ng&;vE^4~+~fYl;pl3p!YF;$R}E)0YmItce|8VCIh@@{00=Epk}D zL_bkRuFD{-et0b#aD>Jq&J0tvgl89eDS}$=bvQ*&d9HL-L~$aP7o`qYP;*_1#MJc(-90kK}~N@7{#57w3t~a zT`Q-4bBOq;kvC^q+u9h%2Ag7M$T+3iGMKphc~mi_EGU+Tmfc(80rbvUl@01HSBb$} zp`@2?a%FIA-N1>`<)cmj^^-Y7Sr_EZ-5%MAIyF6v_Pf;4dYh%_5^1WwXk;)~*po0< z^0+F|kLw}-kY>1U9+diM9Ux`k%MI#J45zsp6S!etbS^b~{eK{zsI%;u2LKY82Q}bN zPBK-C1K6RR9a9VF-4TnbqlPB-hRghkjguElq;bu>uzb-*rB5A$1bY|C$4iW?Hg(vL z6>7blNF~+zZKI;EK?lIX^A2i=>bLgB6`L3Wh4%+X)9F~hg*8mj_HDyj5SGI%nRfX@ zZGo##M4?N_Z`$0fBI5J{CjBDpkB;A2_QI+n#`Q~1v_(`_lgWY;d``vBp&J#=C;@Nle3awou+&T<` zLu?PXswA~R{R-tZHf}CaC1A_JjrEWI1~Dp*Uk18oKFl-Xb9vor^d}*^i;$aplM)%9M-w|fnN~Pp z;{FBU5FW7YzRbIsd~5{yQ3wq#DXEyz0XR8~bnN z<^QO+eT@%<@jnjb`fuCPH6Zf@*idY(?0*}V{IUE27dM{(6!wg2BoO_}2E!Qv@Lk*A z{^CHoX$%<1fjId$h~oi*3&Vgg3-Oyzv6rDo89^Dx;BDC1H7U^d^e=d)4*dF(H!wk? z6ZA*}ED&1E^2zPZUIUB|DMgGVE+l?ze=;Y*=~;avHFi`iBO(WM?TE1(?*6){`{L7ls>7>y{o=(}_q+zeQ-z?0=%q}>tN{Q5<1O+H?6)4L=+(X)KWlg4tfuNW_E29{?67REZhCC3 zlxf*}a>+>;aIThoVV+@qOv)j3uklz(+J;Q zS7Q22sU#!E5ugdsbHaHi!gR7_E*aXJ%Y@aoeu45wL9d<9>dK=>tck92Z`1o%-BlL5r>Ezq{UfW=f3iPa)Y)h0l@xQFIMHtBq7 z4g~UAhP3y9eJpBMeTDqGRh4kOq+f3NOM_@-Dx0bAi8`mB{tAnG zrb41*I=!hp-{^ew0(N@NThk}L!*x(*+oR1Q7pHr*HlFvS9FdWqBwdjCyPa4W%Yh>3 z)A|I_`SVwaINmHz|ddG!#*c+ zN~`vk?L?qH^M);^A@ZA!?R{5o5plvCeX6>0vrKj)^Aayd&w_n~krDB%P}=0@TMU^P zZ{6W;^UclK(JhwMIS?8nn!7M>Ot-8qKrZB0?Rduc6I6q;I}9jkxSy?k|_s|FuV#f!BR!{_LkLCHT-OGCpR*zd7hmV$>6_u0&JZjoRJ7%2se5DI?lcn3@cDBjEbO5! zzAIv>wTbS$A;g3KPNe%23nO#3jqX=#1we4G>(P=DYX93JCkmXGAnB8nt}j0uIgNAh zL7Hf*1T@Z8gJxc#P4e*SB39U>T$y272?MlYLUPC}cm2s}P;lQ=(*$E#Rcd86hIk)Hw5LfM%6^|; zx)yAd{^ZkLGZWuo$>5OOD!q16(W=YH1+Z#14ynuOp?dN;A=?&RgZQdt;tiWhy~%tV zpyRpNnJj7tBeHwmYsgef^m9LSAC&hY07?Qey60aCM9j@Q3aQv_qnZ0i)D@(~k=Fe| zYc%1U7LkVjlJjP)qE*Yj&)LmLU+1G?H(F!w>zN1ys+*1rhW-7*;jeV!DCE?(pM!4a zcm~a7(v}Qfn3PW>3%JVgOhKcF3gtII@n+wNzuIxumZ<%~QK?*7--+&j_~k=*h`#dm ztw@g@gU&K~W715(x&Fd%WIaeDf~C6d8yzMbM?+S^2ZSa ztp@W|A41im^xS;oA@15n|K3nKPhNE>Nn060{?oPz4LQG!aCUHZSDC^K5RO*l@@e5! zz&gEM_-sIHha-zK+N}h(vNvk%A*`0*T>I4mav1aM1_bHW4c?r3G1SW~PD8s-WVD98 z;|SW)lEG^3cs9;`GYyIkm~I}I5Zk^O1DGBCT3qby8mjeUfrHfCYxc`-C8?o-Vy(>G<&=3DhkY9&)31_#J$smZLEPi(`Yy4TM?xr z3#h&xMgT8ZZ5Uh84VMNL4|$Wsy0b?}e{ZXPdO}Bz=csNrbITiub%)Pxg=luYwlw$= z<>87+oDLQ1t=PEi))=E|{Em4BV?@WcW0^-zo$?K3UC(UFH(dT#*0`tBfl6I zQ)f`{M8_hRe=PLk|e2h!Qd(**v-?e4rEt#Y=;?t&tRYz^~GsFR@0Q%cQ^qfn{4w{FkXTH};H%5oyOxT;xqr|sF_~Uiy;49Ulm}8rD8^D zS#e@B9{nXmU!C(XWS_nHf2>RY%GLh2zV!r+hOBM_)l~omddoC3{_+rY>4cIzx@srI z`u|g9)!gP$NvT-`*#1-1@<#8tK}dkN<2!XkF&?fZKn(&U|G5!u^`!c>6X|GE z1u_n1F%rgT24uzo3+_|;tGb51C5Hd%Nd*=RWdBmP##Q{A4s~o2L5Hn4+?w^g+Gu(3 z^Jf13FZijcx^t%pGK+jcH`Zf!jpl0u8F6vUO%>*5P7nNH=vpyrDneydJuHLvy;u{& z*KIE;M~kOK{Ra!MyQ{hM?ro-D)&?hXuya$2QW9>&hcoz78P>BRQ*Vqy+f~rjs7%a) z$&1YGuj_KPMsVMNW+s`!rx?|vqUH4u-ECt1#k&Mz6?^VH%x*hqK2OESCLwfvmv`~6 z=9zPRKRf%EJ%4cQYWPl(+R?I~$4Z_$~0?L6zzx+J=I^dM85*Zr7X3(6|NPhwCt$Z944J4+CHqQmGP zuuggJKRCv!&J!a_GrI}ZU@Z|w+SFzPj&xYO*GxXsX16;N7J|?A6xTTptSD@<4iFT{=p$vCRlRp4A6v1qb!C%W1m5e*C$tMopn`@#W}@(X3RY-6;m||w{J9O z7<1p^CL&jiT30hQ1PzEE%C7(5xHuVAC1+KhYAzY)j0th3Rv%pYMUDi@oa}k&PJju} z4!KJ^DNV8GQeoaIKja&je0ynr&BaPaNjzN>ja$zy5{18aZNAe)YlS5n>kjc9=09+y zB?~mIiLM^-yYY=bj6XTtyFktxp+9W3NhZ>GQFh(V_x~9iDHF_gjQn2orO4hO?X`}) z$}XX*@}MyoE1GgYE<2m(OMWGk9HqOwvE+ABrZa?*IsifdUaR31Yw7? zOCLNCP2kqG0iI53tD%-1*cPX$xRDm$v8W%Udi&n{n>jViN4UvSfVF`l>&sb_FzVy} zWQ!jgenlSXC)aGU zp(?w*Y9?yYa?TgYbz%^n)3rBzMr-j>w(=CMcT7}E?Gich`*75y{lgz&?`+YYB6GnE zmAM+NjEuQlI_24!i` zv46KK%~httFPQl;ShMH6$Vqjjq9zR{u= zIH|@utDtaL!h<-Sx}Rs&@9b4}H=fZ9mqpvD-(_2()6V8Xhi}Dud({JMPRLqBynwTV z))D&&TQ$zf^tOynGaLvGjQ04wHk(&AwQduL)=t!1kXBi%SE-Q?hs+pMRE8ueAed(*9xb}7kCwdt51@z+m7>@54TM1F$Z3|!RRyv9P$e=1vavgxcYpm99 zQ$E^#q-5wiNI7S;el`Ucfr6Ys!I{V}_Y4xz{KD+|IdWf1}E?^@|n15NyVKvknq zzLg|bpi|CfV50IvYR~bi)FVZShw1r@M}Q-F*L-kboqVu`&P2=c_T|?t!hok56YA=H z)x6R)YsMcQoqNdzhdOWeCynSnJYm75yDZu^lp)n;VyQjK58~T9eTfKO@Fc*C>cW3! znAR~l`5nrm)^Sk%x- zZ{-P|ijsyx4PmQtV7i*}pS9@VbY);{{6 zrr6)wf@7Al?r^qyz57x4@p!ag&26P9rwh1@)JMvqk1%LNzQSvv^&TAQJG=EiyLg&{ z?D$LB#ZHo;Nos_=AGEbk3Ap=;ev{?WVz{nSTWGGtQkNINlioeJ#fC|qVbL+_$}0{f z`BO}G`o8A{0@1eknClLw3^au^TFYF0G+mHB_30DA5Rr?&myn5l$x&~a*S{}VMa#^8QxWp=yc@LpWkgtkWgn>1TxPjgVm#RTUd;QcICon z5fwFn_{WKaYAyb!2J=p2yve9SU5bo+2{a_X*7I^jpX!tBc}thfZuOCR5JM+eVD!`` z>48{H+;5si{l28wxV7&?KxQo;dF-SCvk`{nsP+iy$BW>{<1bO1wI}sCJ{cM|)6IWl zcFRx2hJe12zh+7R?R zj}>w1S6!Q=im=7Bi10x5scz{;L>McX_x){u^k*^Hb z9r628Jua2bc8p9z)AbSLm3nU*ssdST-nv^qS7ai28LjZ?nRMu>S>w2ql(S&ULD0F3 z{Z`8&Rp63_&E*5joX?lx1=WrrdPlbb^UZGPme{oAxo*OPa$^;D2fFaN9yzDpZ}Cwi z%(&I&dg4!dbACT~@z#-D@WGwo2e)YVJS6swzy86oV4|*QF4r$+y+rhLo!mM8=9yE? z;A@1_^rdi;{MYJV`}`Wa45S}!$Ow-%Mc*XB)zBz8un1ZDl~Fpn*shD zSO#GqWY$5nwgI1?`hR?WPauEBt{-^Hkx6$@Pv`z@RKu4wA@Y?>>ktSOeTT0;zjmeD ztnoVKw_i#3XIR@=;zJKZ9msh9xrH{tI*O`Tg{D_%zC zkfTuRKR6e=z%xy`F*>L_>5oyxSH%gM)6}7&$M$$rmx@MSOcPhyrWqL(Y=`JX$L59V zudubsCdLvw^7!|c>g4&axos-e9stX&;d?s`j0Heprbqd!iM#a+KItnDU(hT;-Augz zP#v)-l-fCE;5?ACu;cq&;`Yw-#9n51rua6f03A9k6Oj8VU#J7pXK;o3#Rsg--}%J| z^XE%&nrgnT?B}?+inv>+_^qbFAcOF8a6{yzeG2`>!PdQ4Z$+c{Q2q(cn+WeuVb~ zrHRa!Uq=pTlPK75HSmg1Q?$v?fB$$98o0T+IEYtUAN?)_4~Rkd?qhY`2t2(Cy?^_& zVqm3z#?@QkNXnDHmPOlxrV*|SVgMztB->FfxNjm;hkag(F+`oQH-Z__HkPx1+av3B zPFMakY2y{a#&@*Q7{wYgGUewUG!Tj-CBS?|5IUj>*HW<^ANLjT=wH1%X9>H%$H+1` z)tuzQR46HMQnV zSIYiWd+oq>6Sob{f86BK)X+GNWV+T)KHzjdDNh?h$Iey-@JZ42<-)B{&D|N~HmEd# zcF+wxf6bB{hOoGJd!bl{bzS*Y_P!#Yczmm1KwsruZ3I@IGCY!bO2Vini7$e?2L*hJj?DrCO@#OL}R!BAYBTA=%>4Ty)=Qcdm&F z>#&lDpkOFh>@QD`<9>IIot;*MiZRoLQKOx>+!y0_j_GeI2%htg9siWrfg5SsvA(h0 zf<}!dWj!_@W;V@zY8RR{6otbUDdf2a+G!@j4$)(C+O|5yx$|1nR%fR+ow~pm_TWnA zHOOZu-!lBxY@VMrn_EM;G~(ptJQG6i+GDY&`Tf50<`5OEr}OU;me~2Mc@=p{>i}88 zeyLqC%w`+LQnPb*dl~k`lp21W+lajN2ghcPY8pGjqS#UE+E=YNG(3$Z?6GiN`(E2gk zF6pu)a^+I@7nbXYG*p_KIet|}a4nK+LFf0lgW|hSL=iiYQf`R1213(`s@X%g@t6!q zpTua09nJi{Z{Yt{p)XyR+3ysQ7-!U+N=UZ}A{P?q+o_Hy#1r<5bkfHBu=r?+;%gxN zO!7dNxaDl<6k#trj}~8D3Wt*H+Sv)r7AFQ)X2f;-G)^6@%{B%~F$X|sjEpVcz}m!D z1sV#QAALOUqH4;$|H(o|&tlUqhzEJjx*3*$H;{S?~7gf7h&%aFMA zoud6^cc42q|Dh>#?2M36XHe=!?0x!u1&!f#a{cW((qWW2YIKU3GsxBa4~{Lj|5{8& z{R#p&$IQ`Rq;NYc{@feF1M=5bVcU8W&4&ZxSejV3qb>yC=qOs;&O+@`fAj;!ZYK^` zRA&y?XNnjBao`+fsso(iv=8Gn2AEnucyM9_9{=Y~Em+%$?;_2_ADqJp?}dMzxYW@m z6u@<-s0g-H2U+n<$Nuy1z&{TM{PXfBkWIb6FB$MS>^vmvM}gF;BKzCx(kd6SV;{or zx9VK?Ihopzs0oM8;DaE12+XZDo5}lj*~YPegFG1PQCN53k5OH*@WaTPb0pOaB{o0Y z-yLn%+HHeaI*Zno)mVUpf3jy>BTKu@YQg8J@--jgn~&;!Gs0dQR7d`;)}q zIZA0e3puOzoZS!!;(|bRf5Edcr2=X*v7| zd+)3~(>Nixk^++ZsS_#P&aIeZ=4^R$V>VI;;+w2i?fh{{z;C>!0zF4N*>$~KO4>Kb z5(2^O^0WK|k-t7YE%ARoUdlRPBTYS{5Xk*beLm>L^$vURnoUm!yRFoV=~oibcQNq0XKcGBpMi;rKqhnZQF?K+oB=GV%Jo8RAVq9fkekc7~@$g zI}~&V>zWS*d;|0^m$wZ{V7tIq$)pimJ4EFXt8x?=B-UJnCw64cDmp*^4d<>X*S=Z# zf#+f}s<}OJYItW#M>61BB2fWz>aA8@r@2b6^dbbHJj-mFHsJhE5Uydn+i$wF*kTSDn9k>(w zJEN=NefR2uQ!;e=;5+aoWtwys>}DQjjqa}E3Tp?0#&iWe+yJ)It$&m9!^7(zqFMQr z>cV1XlOktz`VBIfK3SWu^&Kibi3Z&Op^$nV#K6xSr5M3kZfuR|CGLp|jtb5;_Wwys zTl_v%FL3ovqqD+HBF_(HD zdXcY>8uX0~@!7vqjatSKUVG~!iusa9#Y6nf@Ma}%YmriY;h5@CV<8uxRg+>WaG zU?M!M_3e;>s8nvYPNwNZ+}Y*Qb<49-i_tCr|2lGQuDr1PomQYsK- zG?_gZWMrLud`(p*NEjPp&*0CGzYQuvd)0ldv%L^pnz4!wsjB={8e$*9mScX$@3iyX z#rT5dC+a4mN#wp-eqsC=;x@I_!9C)~i_hdFJ~+J6&C$1_Cqw&quc{O6Y+A8abxhH` zDwgx>a{TPn+H;Or;2&x^_vNoHn_Q`FjyV^4bNz<5(8#IdMfG^fCLqZT!m`7N0Capz zIF9QHefu1&xTDGKMqfW4wsJK)KffbhSNSX2P{k2zWB3{Wo8U&#X-lV-m1Hp%4;|w4 zvA`hH(mutw#XdSlvlT!8IVfx#fy6TXo-!bW^76@|2FX1`)O$WOnO5z0Z&XuTiwY> zJS6|93W?|i1o*|ms_e%WA8Mr72%dG(%+{OYwSI3GMP!__I~((M-OsCyB}~t7bna9_ z@w6Rt?Y;UPos<)0TM?{Ks3@D>$Q79oobjnTr~>xDdeSK`AkRSlCef)%e^z0M4LEq$ z!p%dsZBrG&tYhqfzh(#Ra|3to^OAqT_&LutxWZ{Tzl(dOEF2JH&$;BYGWA?^9~_S z-9*!!meYvLU!pgd=jXKeQM0M{+RSMeBD&KT&ob??preJv8IiXRPWL#%vOvuc#3uyb zV7@b%f@e;M7*{wA+nk?qKt>S8lwCG^G)3TGz_E=Sp4q8hKVFeL9Lfmm(1jW;-em0B zPBUNh6zaOUPes=aAlQn|BG%${0VR9MWVaT|B*fkp9=cbtecerXnFCvTG(lI{?J39^ zA}WQ6YTiDIx_^4NSvlQegsPxlHpixHHjME8Ugf>1N6%tNg*UsN2hPr~ReAw}VF>x6 z$L(`Ktv3M`E>Lm$^gyEF$1!UNK4I*D=Tbmcm<~ES+n|l#ouiKqJP~ne;%$x_dc*mn z;LWVi3dNQ`3L`+gVrK-K6I6y+s*q#L+v~~zNWp>?-A{oBpAtXXpAbOo!*gPIGI~a> z7Fmz5Ki#a{CoechpHjisiOutm6HlJPaG`Q#sHs_bM8raL)m-$aRN)Nuz9vu9QnK@3!;;vdmT1IL=rgZ>MN$^0l42gKiKHhxo*Zg*%W5=+Ob<08)n|o z%8Q-0vxI6Fqn9*MjflYHqMbI*y5tXErISJ(8!5$}0NvXqC)%i+!S8k$mQ`aetI@ui zFH|i1dD?sTcE)bk2%r@znjctK)jdvjX0?)(4tF(67K`K76AMne^;y}2_^^FfMv0zjoYfr~^4?N>zDmEA z3z;IGI@0@2s|XOb`CoHf?1Svu3mo)(&PObHnmHiHL`*}?uU*e7qX113%`Cg#MK3j# z_`~oVE;1% z{`}@UV23dV7SH!!r}Q`XkwXr%xL9SMts5smN-0|sF7QvMmYHTj+|?-wId{dLm!>6d z6IxFg#r%T#^t8FJvHd(7n0+BAZf2TOrh+kC%&1Q;kgH4Po~df=cn0bsi}W0T&NDXY zunxsnzIf1Y+~Z#|jPWJ4d;klK-%WH;#+7}>6|s+|DYtJwps1|_1TtfKLs%(O zovB2_wU3$VE3*G3siYc0!#nALj?c{r(d+oCuP#G6;84lfQ)G%ODI@ebx>_W~-H%mL zEwn)eCf*x=c;a@&XGJTf^05egu_hh>rAXy)sQ%4JJ&PMdYS&%q(ST(_hoQ7#)nFDA zVq97EZ_m|+5^u&L7v_$OB`TW(Aq2D$BoMTc=*mS&&L+Eq1Gak0L}s=5Av(Y7;)|Wv zULBKpfJcbW7x=F6ldLN`$)M^*sMe8qySLZ~m};71pi8WBFZ+v+kKrlRvcXm`Ms|(( z#lF|ZuSDnA%3Bh$=`B9P;P}7?EVR0|$mXMrS6RzQr5ke|*U%aXMsbz4$~! z=u<6`V}aBCjnqf%KB?bJ!C zb@M6d@Wapx0YWG~YVfCD_10#IKlsVY+ox zYv^Zlz6~#GHUpvO~6q<*JHt3y5x2m@UQhi9_%~vrV;)uOXH`PfNeJ1l_gS%!UT-MzJT#i!lL5-!PT(h&}g3B?N}?$C*#syBOj>#Lsgz2np;OMV~fdi<^WmA!O&SK-TiD;=jz zUJsZ!+KoIw;jDYd^oPM=00y#Z<7|V}mv?1?L?|c@pD_nOcUIvug|qTP9?vmz-|bc> z*EZqcUr(vV9x8h$)ycr&AA{NUXWubs1^6~Z&XZKW`?WN^#6D{acW{mVS!DajZL{8i z!h^7@iGtU47yl()lV>)Qts>)7W*3508s{$73h>9&lb4@eT9-*~K)E6#@hLK6vgjqo zg+ze(qU6=pE`M7-L?AuEto8>d5L7UFYWGpL+JOQ?IEj~?e{(6)OR~w7{dNn;CN?D4 zvSPWv9Jr0MqwCUt^Fpy9@(<3-nwY)~!^1A+&r&Y?`})d3$0-VK;FBYoZbtl08eF-l zY;4a&;>MGKHeoMriPm$`1JTP1<_-Y@^yHlibbkIjSX~MtY3@-st{1!k|B`CE&b}E% zv9gh3ogzBxQQyv(^CJ13`iqG~+$pvlqq1Cc3*p@>(B~sa2a*tto%%JxdE14#p*nUW z8bY!*?__*qHW3CWL!GZg_)HRHHN-SA zr52g^Bwj5j&vJQ+l0HHs%K;tjlJ)f~}5G`CXlwg^Z zOZ25BAsM|3JgDu&!hGC{kiHpu5*)(@MmcM60|;0^HJ#?+@QL0 z>KalB(k7ItWy2ag+Io1BF&NT$Y95}@B_7g5hdyj4Q*!mBGsvR}a^=OfuPWXeg`_3*_j-B~Z4%C|+cvfdU#D#XJAxSTA* z?&sZ3vkj2$MY4?6lp>7sk&D!dwDpzOP45cC^ULYHWX8~Bd4ys)kJiZMY<|c3kz2;O z_a}DXbpLpkf-~*hi6>CVbL}vJ^B|)>^f;9Y73p^l3q~z^x?cf<>$=YmKGfXV=#|If zj@FSfco;sfs;>|`;WZ%n+2ot*p&&;xU-8B~E&If@WlAv5hW?`6$LBx*@y1xa|Gte( z>k_5q{C$dYBA>;Hri5YmW1sw^vDM9xwQ1jWF+NefphLb?bm@YOVzq`zqiO2ZVu*$J zmPdW-#UM$7-=V-3jCbC+bm&0$$2o2|!38V;R&j?uD1POTiQLY;t=r94D|QTaq2Byr z-)Jm~hAl9Uh3%-*F*v7HS-SG>g~OB15~(dA^4>FkQqRDtVsHR5HGz=c|N zJ?#;V^!p{g32O_k;+Ho%n;+HOuxc3F635M@z&BTbS zTI;1P^|mdCns<0;kopnvyttT7old@w1;;>hM$(oU<*iYK(gn+peeak? zL42P)iGMGJmF8yUcX051etG$|4^-R=I$;2=zoxHDDekA!+*>7sXjO!iQ!m2Di`}L;LN;ru+ zd%KM=_2-NqJ6eTB25sl6u8)uWRd{Kb2vH(VLz|DMIhJE1!|I2<2pX5?!v5gkpsTM* zI~+J-jN8Z`tJg*>J(4zOEEJH^4IHptbRhDy#J-FD^eKPbJY`FC|K0y#>MWz8?7Oy) zf`Wh`-3*=55>g{7Eg(5G(p}Oyq9V-z3P^*r#DH`oHI&lb-7rH8L(TP`*ZthjyPi+1 zHGG&n&;Q=XKKAcWzp=K3`~MgkSOyJLMQv|-cMH=Z+#GqmDLzTchFA-ImVI~Ko>{f1 z5LB=D6~q25a3d@ofue~M3|1%ma(%q~xYvS=LhKl{q(^(_jOQFmsoN~ac4qdSEXsY$ z7M6{FywQ1WSATS?yHVh2oA21{77JsIC8(HqUq!dCAa1&>Fc^cy%jrvJOnvVk*oD41 zQYmX&Cu5oS`W>1qSXbC|=4dihi#^w1tBfH5$(XTMH(gUAFqXiRlJ_Y(8fB{Ds2S-@8*(Z~Ad;;4z zbh~HxyoGk-Eh?)=CUl882b6NOHTSyu?ypFKm>yjAIo=oFj&$c@*ueATp^)RcaaCFs zAk4QB>wTw!Bh;Q!TP|p)twEttpOr#D=4&9VrW6rr1Nz;AP7P=Yy0u$Nc z*p{>U{LL8pKGo~OU+g&=`O$Iv$UUaBcC=W@gs!jM@*1M zg@prG#v0mOSwOQkqtSEk_<@fV2-mEac$sbVZ-OcIM0c!k#qCii{?>C)Bs>Up*#jlO zXmU-6lX6|_GzRIWCVZLz^Wvh|=i5!c1cc6kBW09rH zP5VW4#DtE2%l8ICX7_)86Mdq0O0XC0V^{V}_oMwzWz!mz{P#KooCNcQ-?Lh`GUKp&PVhbDDFMEt+`sJikWJL$lDe$+(?{$nhF_0!<#0wU=i7+Z zW1WRyMd4Z2B&=qCF7>DwGkvLc#FSXm)*wdr$#LOJQpa+oBr?SCQm`E`>Z1s;#x?@= zeI8^;|APAvV1Tj40gosHkI;_*-sv$+VjQaObq>`MqfJN>GZ@z#pELW}X8YsIO$XFD z)j4UOc1}!Th$|Z~oH1_I1R5pEDPVoCxB>g}XKH6SI4aRU{#lH^NMGKIXhD2XCqH2` zh!W`cT>%e5CiEJo(zo`_Uz2ceW?;ILSO$3A;r-xq5z{*$76_~K|C@E*+o$YJ*JS{A zA}J8qH~bIj9{<025&z4b=m4+=o5jn}8QOmvZ9@2n1t995>Q(|z^cj5p*xR!Gf6^i- z_g#UlMQ)8Xsr(E*|4p1QqMUvR2V?Rz#C~<;idYJG@d4mukDm-)!i*%3Uj?T3Ni(-0 zn|mwdxgA8r+?Eemu0<)X0jU3^1?n>IADkx1GvhP&FRP&FWoFPJH#S;)&!Ub*e(DFb zNfJ9`sD+7~2IIUn8UwQ9&7l0Rce%lLqEV)RYbG$Q`iAo~%rZY6RaB)d?u!0ee~ zUF)@%eg$~^b84yn^diTwjLM8*hGol(me$;3l2o85U`JxQ9{6r#jn)=6Dh|+M#s$vL z&JoTz^#+|RLM=q`2<>AaJI=eCL<-PeHeWBq`A zabeHUzfCeUaOI0X=tD_18~YqHXY2OOt>^_j88sa;(8!JeR%EP!T zAeX9YN6Xi0V}0XZj7(mLH$)rrQvkF&-v4;$39lB=K&_ZavI4sbh5=!F6y{8*4FhDL zzhDSy4@BOqxAU<}V%&H@)LRY$NQATSgDG(S6zPe&~TSlgG=F7NR2E%;m)v57HWbKQdBGT)C?0KJ}l1`<$BB( z5uj+BVAC%N@6X}w4)lgs);)k?94dr2!U~?>nL_%^sneGc`q9@I(qDbAT4Fa{pWpKw zix(E_gqLF<4QB&jPWZ;1`87kFn!=`{E8RAMS2q5oCJtU8$auT5IqO-yd`97q=r!s8 zwQWCa<}X#o`P4@WtawudGa$L6YM!N7jqlV>ceK0<@sI*12NqJP)>Wmy!N7V}YC588 zdzaScHm2UaNsfM_%rdgOlI71_@xv()uWv@LK6_x2xM25%9e(v*^qt{Pzxj|ag}5e8 zPn2cf2kgW1iV^bEM!>{do>wl?9_1h@4qCy)9E^-9l#yHD?QOS*`Q1p!5i{X+D$->P4afC<7_V9|J2sb!+T za9(d?Scl{hlNiDY6VV+?+cuNFuKtL9&gP?0HiWD%Qd3m*C`Z9Oan+1&WAbrv_^qvL z@yf7=wrnRX{*&k1iX&~EOc%1OEZAru|27@kuR_|2RJi}ysl9@sb0;fVkbPMNJquQ? zOh^;R)df39=Iw=CQ|q+Cj&u;rIlSz zpUKcwCg0jW!eGnqF+UEXd@_fkAdnzS_8T-m!E^Fm4y2kpLeDRx{ zaA0Wi)N`p_uU_s^Ot<<>9f(ckh%4uh6*B?448iX0>j8}!uYcxF?j+59Qd_#nSDZ{p zfTLb2D%maV?SdO-45GRvY{x|f)J$llT9yc9xoARtgL2tNQRlrL*ESI8taAf;#r(FV zY3gOEt>^K!eHKhLuugq1e$(JK(jTo4*6+Ywf#(voa^rWBnEhLso^MX{Y}7q> zYE^&QJJN>SI^i?gNEbue04?;U5%o{qu!wqBs~07xvcTxcqLTL+>K~Sb?}DY;F-Q-; z0F0p3Z;)4I)m@AaEnZ4P^m8$NH{H!P*U$)*qgT*P)5)Vv%UzS$zOBKtsHH=I~qxdEHjfxIK#vM}&xSl9Z}8sfaYdrFyxKZ2JjeJ4Y94k!56 zV^p*Vs3A6(>wZ~|r;bk@+n-Yg7gRYdHe*bXL%o>k;CrP^62Ue2)zDPl$*W*yfOMY} z;qBdL1}myITxQvM-3B^85yF0O-chN*$~tf;792>VPpbWvSQ1L*@;xRxyLSsd(pkEF zi^;Go)^J^i6V|YIvz%2}ursI#gf+g?<8#k5?LQrfcn7s~c!ka11B6dV*?yxll;%n3 z#kt`v0h|Zp=I78%_76_UY0mBYihm{Qc7{puIFj|Dqx;vW0wdgaVGQSe{DD<&s_e8f z?9)E);)2#eXz%a80Sb_Y{j!u+{d16)a&+tPt;uL{%QRPOU1I}%@=pa2&T1|~erj}R zLx^~PY(=$rnG2*5&jLTK-;#}`?;TItbtsBo=xyh9fBcwBPJ)1=L&DCQ^EW@Ga0$-W zhRm;>RGa2Zm@;U&nU+0Ce9gd9E(x+h8ve}9hgki2%;1>@{khkE$_$OM*>-Gwm%8C_ zm|=FHH-hSn^4cxpL3e@|@m@&yCJGq)ysb(?jmbu~PS- zOX6yzk<7H8^wi55k1IYKguWnu(Rth(Jmm~XQ_E)Y&0{=_lHU(7R?R`KT7A_}L`3Ac z?krsc;6ZJuim;Xs@RKW6M~!^6HhB=V8EewZS7mGY@lM8|J!?G&x4^fmvdsA=LzQ)_ zdI;oc{+Juq&c1iDwItrwkBd24O8_BUrNPnZoAGQdqt7ymWO1gQb8h{pgh*QMXB>wx z6*ffF1-Mw&HGSL}YTz@F#K%V#Ms%YUT|UO+s{h_wZVy2%&BgRco7HC(n>f;EzAalM zVy(gteX(& z9s~P`gjA5SjGl+E1qIQhFB$e9Gsq!}nvZam$9oIALbBz$2DifIrOSvxUB6nTi*IDq zEdRlg1AJQw;?tM_(FR;>-lfI$ld|kiNb~x<={q|j3dE%TXiJ^X2G&Xky4zgnKZbA? z`aamPi#8m<%_l4kSPvo9oRpp8BK?I`^#l$3(xN{h+SFb$G*APU+jj%db6bH~d3_}4 zY{&i|oL>+D?wGtA`bdHAxed-1A{f&eH$eT&D)Y}U{%BOe2{`VOX!BjXPWv8?gIV?a z2b%WBdz5};dZM?1>i@BAH`LORDz7Pvy+;f;iNDY7B1`k?cBmzdL#Dx}b7a)O-dw}D z(9_HC;--UYH->q3Q&c2c?@I5&t5-V2#Bj2xF+zR3lGCU)s~``w4|H-Dy%|vRSdyqr2Z$B6EcF@v(admQP z)6-^BMx5JubjydLZS5yjaQCUFYp8}^buHozX~-8#qe87UM;Kwp2gHG{zj~MM?}`Qg z99@S=BLqKzb{eubfFoOqNvaSdF0ESV+%DO6P-4-)Rh^S41&R>=V=y+mS6E-%3XCI= z9nnxSA@2w+B7c`1-F9ZjMq&#zS)NvSQ)Sdfu=@FQRyEdK&U73vuz;&^eX+>7fm_a0FYx zDTvQ3noQMPSkJS66%XD_RBhM)#0yxef4Vm(thTXZ)unC-=t)!>);3j3eAP0x`%TE z2RH5bSefXH=BpL7L(~S6@v!?IoCC4RzZ<<)QvSE`FgOn-iB+exK;r`jJ$pEb#TECw zSYlx>rQqtAB1>lJrg$G6j%X_4xh`AC_QohAV`-t+ z*#oH{su|g9@VcKE|K+{kIOqbsQ1ZGE<^K$;|21d-XIQP&ZVE5yup_;C4EWRk1^N(7 z8~!J0To=>c(k=ol-HsGk0MoQ+%?_0MLgG9MvCF^EE$Vm&f=j*%K;$IK!HLG^5u8&$`ermQXi zHvbptQ%<<_uT!5M^53jQU5w#>A&vjHS)TsCh#xfO9~@v2K>7sR_zF1UW_C3~1A{{W z1bJ2fV1@+lI-}0{M5ymT1P|Sh3{Cj!b?KD{q?jz>|LKkG97l7Jf6I7reK9lg-^EK; zp;siJe{&QEON|6&xyzt4Hdvo;4U)yxE4RD}romds+gbjbDiQ3Vt@8xbi4=nw11|y8 z?CfA63ry28lN^2m_#D?f>P9PUdpF`P4O(amUT4b()|&6B1GakAVNOl~PMi?vjR3F; zUs;2_wdkLjPCm6bYygaI^CLI^;RHd_{yWA7CfuX)B27(g^%$=r_095u9SbR`o{*P0 zF2srF@G}0hoOOZ2hR|myx7@2G>RAf8Z^;&$d{twbul18tB4pMzAnGk+=ULpZ8*aqg zYPC3`mu$XDk!S^nVf3|#QftTS>&9vvW6!h)V)`tu2&m0&Tx5;#vCdHR8ew9UP6x zCTlAUuAdtS9b%FUURI>)yhO!6e8lA3Vx4l$SSzaP&bDY$9sio8jP*C3A0A|;oe4D( zaqF{I!41@mWUk|OZR86?MV*!$Hh8Sf9~F)kAp)_MD}&M8saab6907k%yR(Ib((=4;P#De%>7*1^#$yKL9fPjtl7 zYkSdl3z`Nq-AO+ZZ<*Z&wm%(-T>YtCP`4VaY>nS+qL1F3u;H{RYa>A6-szb$NsiJl z%~UGxAYd|m7ABOZf0+AF=`zGFJo{LESP7*^ZLv>qfxi*Xz2F_7gPw1HpJdJJL6qW8+S zL32gNhP8KI-R197XmYsg4?q2T)lE$GirZTk$pAah|E75U2iE@|V1GYW4709<=dZ9` zE!EZrwg-OaHi<*fPUUm>$jFlyXc~T(t@Jg0n{1`$T*^B+x$r^&e#X%2PK5~_-0K({ zGnx%C#l0rH%I`^icmSDnQ^gJ5!6BL3*y|0Xb*NO&tOIpe+jrBXq)aojhJAl2SbHLX z%UsT(M05=y0led$-Na9n_sl4|9}m-z1Hx2!{Ij{HkJ(ut7^i)fRSpwc9bwr?pF@eO%pR!VTfy9Kfel`xV4P@*Yfr*fTS zJ3kDo*xzj+`|arH4oFXemRAawiwGhNMA4_rWZCiUF1-TvHAz~dhUcW|;H_w7;PEc$ zh8Y!GTCBG*1Bl9O8}n*)&fPGhHOUBzoi;tYSg(?Q9H6}J+Is&*^-HEn+!oFcc%KZR zPcG&zT-8R@{D8BkCZD)Jbp1IY73s}S9PvKK!1{_Jv&!OvL3B-d9AAITXB;5fyL!B4 zbG&~d!}?rky)7Ab%Wvjw{`2#xx#GwrWMr`QLXrj-DlpCiWi6p0!@si{QcynUNz48mIZ#;PRRG z2_a#fKl7W!Ln)FA@#2-8UMYIld{2L##^BlQ87s+FKJNsnf4n`bHhsDZ6XoKYm1{iG z<5g5){!|2z&{L8m=A7Oil5ShMsHU(x%HHVxx>Z5hBq%&;iJRuJ(j$B`LC$p|+zwu&8xx3@){_X}g-x0W$r{FOX zUZ$8x0%hKy=Ku!)sHTPV<2Yt&l1EsOn-q)tVcf7`qJhVwp}-zpzUIW!+J-c}M{|9P z#GcE|WK4xE5``@D+M#w#i1DVqliC%46}u&bm%A;x_{lt@c!=4&IEMbXP+!}Ts_Bmd zmKVj9`gvTa7+|86`>qCg!{61S8hXg`l}puqoC6rbPE9*w12!u8!z}Jcdf2uRXeq$3 zZLiiD;vmYkF{(=$wtWa(x?V3n*`F6yzO6bXlMZ6-@={6Gak|~oW;2yj1W>g?&vMK| z&#YHnT*Ma+9Q?4tfTavXi2bwiJV(eq5kQjF#?UC${Th8*A(Tg68_jsaL=@uG7A{el zP#B&0%sz^so!rcN;H%yQX)y`kR(3w}q|1+}V$N*ofab{=B{^aX(Nb-FWWMhGm}($) z?xh~%z1qMTp*8S*hfo>Ro6DEeQr@ndx4+nFZ(etQ%|RRdsF2bH3U8iiA5LdxxVKE-(M>Dt=~(kelwjq}T9u;url#%w2UVe`-e0bBLClrn_%mA{C3~L(!{=9~zlx zCbN^f59Ys5)did&h}eVk$CL@dd@X``W*6=daE*EU*!TW88!<$U+B z!dQ$WwY2S2Nw^6=cFHi@ddStvBnnTa%f>@Xt1u{{3wCdy)D#|BoI>|>Lx`bAN!=Gw z=;`N|?jAKJVEb`iru_NY(bqx7_o7k{f&ktc7_ZRrmVHa)GiAb&VgCvY0vfE1|Dta* zK6<{OPQ*{3*!GQ=*wXh%5f`S0%ApUIaH!qQM@kRjo&J6E+s3s}<@|c4<&Y|-vIL80 z9@ZJeQ{Mc%wlL=uFEvmUp!J)z+|W^8V8X{9D%wSJ&v1vh-w$-_Z3P4{ysU$FWsz-& zrWj|#E15i)CTr`Dg2Ou$U6UimAg$&KtsDI@LHAD-ml@Lj%DUUi17|49cC z?KU?nRp5CDw1^cMJV;bxmjB#9OPP;;t8N!O+jZ4>Tl6A|2gqbk+Fh{$)kW`QbCn}aOV9Z28Z^ANo1zLkzR{?fr7By2+qnM zH$Dq~Nsa*n@=Ff__-G=d*kla7*)rM6$=lB5S26hOG!u_!y5;oP7LDwJ0w@Z`Bt6ep z@8pxudxObV+`kk~ZC@w_jGOp=#r!by~H)g>nM}Q}a*Q&Qs{& z#ah}wI57eF&{^${e{hb}kU+u3aRN*=tMZ|I=RCIrYo(~fTca;V zw;>!)c>VnI2!D#I@(ANl?f9`8n0;i&Wg*;0aKA?eZh$nW_Cb`8x4?iYzGIG`-7LUh zo0Wj`5|4Hs|2bUDyQ#4;TfIYgxF!2dsX(L8(%zp3-imwxd>Lr|61FRVc8VRicH@G7 zTWDd2L8r`9BX=^0f2XTJ^pltxn2fa7{YoGaekTKvdvfdiw`LKa3C<@Ot{}Cykhk)Z zCS=RgLYo&GkZxwuM)2aK$(8;%mYx#JrHdLxL}p+cfu~Op$veit5ecDVuJ_X@?;>Cfg|YR2LIojs5Ptjo&79IZFBA2|K+HH{u>n4 zN9hevd6*>wQ193O?yGCBg*e{U^EbI-q&C>IlTnD?xPVsWji4;;!^)>b%H&s){J#{! z4`8q6JJb%&8a959^c(=}&>d3j2mWBO%UJ$kZkV>BApe-u-;PdTB+JB({Vr!v1460p zZ(uXH&&tdnf>3X*vEMsRi;TE$b>>I0hZ|SZI*aoROx)oT3%%Q!q+O4TmyRNn6GOc*J$^<2W4YmC)}F~ z3VC3&fYnF?i=qLo<*@6P*6!~;|6EY4t=SpkcOy`BD*o-H{ohfn)9o=vV?)lOi~Fq^ zmlWe-AJMZ34imhP87ST=l7AMm4vcAwW4zxwmN3r*QuqU7*lsQI_yCE>4S{tiS~=QrX@=X9wxC5 zP5xM{u)hq=647QzbtM-7V+_^`Kn8C~PfOW)%hfnu z{7MRp_nm5!IfNIP%?(i>MDSR;*t?Nv%D3?vKCdV}fRe1H_JGL+>>LLBxEm71{=t!5 zRl>c3tX!N%e3X?7aO8}Ls(bX~$O-p-b)`L3IjLg zS*NIj8j{5Q-*ttXGYt2s;jUDT(89m9v-k`31U@W<0^il6byvZo;Us|HTL2DFk^hWz z;?;)K{;@SUSd?!@O2$1~VfGJ|^V4{6kLx+Rdm95>UmUhU8jU4F>V{ome@g!uu@HQguYh_t}ujliu* zfrY~+s{Qq1cJ>Es@}MJ_wyx~adPEO|jXGtm;JX%)@-IrQ#AI@i|J-XxnF-1S9!LN}tZy?s!(f%~UH*1Fh z+KNLp(nZZsD8{nETQ|Za@(<2_MVk_G(Qx4fqbk~4uN$=$ym>^s8h=$*9~-ql6&)H} zW*gw(@v1Q)6(q0d+fJ9rrbTRWy&^Y&2HLAT{T)fox5K#ZcB>86=V-V#@;I$x#mQsd z-&f$$(^#PSgXEPZ;)KJ+;}Kq%k>=Nw$U^Z4z9B?6;wEB_&C_k%Aon&l*-N4U#EymL zM=_Wh(&Ev=yuViW=&mtwD)Z~KM-rW?&EOz6WkS!1I-gg)5RIpX8)tcEs+S6x3qMPOw?$ntIT{GNOOVs`_#`rr&*7#u*OK zAyt{dJ%QF~yer~{ecTPapxT112Nem$RAks`(|?w2xIMLw2NSyAavJAF+c`%*DGOr- z`!0rB$O)Ccv9O4+o^mW7j5g}WAx`qgfut;A@^#772K-#fcqAysbg@Cq($E?s8m#zK z#qq;~GNGCQToHUJ2;w+GGYQnMeZdPmKpqCbkH9}P(Sa6Gt90tV4mRxdSjYv{>2xhp z)zf!+^{E$!j^Ih|UoidkS&z9u9f~?jGNM&Ez$!t!nL3%mgW~M8aV;DkPF_b?dti9*L92bY2(7*M@;=p2)D_(;xq4EcB{=I4+aLD5hQF! zZiyeLa1qV&6ywP{w-A?mTQeTZ{N?GsYcI$CW;BNt)rIqi_0h_H+{38aR0)F(&%+ z$GH43aa)jY@yxeHbG0W7vzrgO$Yrfw4@v>XNc#5=HC_o8?Ap`ER$4g4#8v*}Sn7j96BZ^OpacPVy4VP zF}Eyp3qjeQHtXkLA&u@U?F$Rx>zPX}2%H(yjqD?h45STuOQBQqpkkruL{A<8Obwh) z*0WO!wWvB4!h3%kB&oPIEDAUF-M4%%3wN2O!)&dmOmI%uR@`?UQX!cuf-bR%-mT`k z$p%f{&@gGRo2loaF6RWj)vvsltVXuO(5jTZU#+3F`0i>e?ljL|`$lSsH?L2No25*z z9PvRJg3^zIy-=@|Q0FgQ)n7@Z$Ex3ClyF`})ZFh7o%v?6=y+PI`txBd7c_{}qBk(q zu(IT+Q~*sqXXh@u*&>!AD*JtzWI5FHqLfY5Qi}`7Dr36Q?^8OJ-;bX~P>mObhxoXF zG+wugKK`*jd}O;EU_?=RrJP&dlq7Lx^@Ydo%;N5?E=7@)&WFsiMK1$2yPYrISMF}B z65}G_c5$5PV^IH$Ms2oCcihIeO8mP5eDez?iM@4IX%|5o=&0JAQ+pK_b~nt3re}g2 z|3E80aeBq68QWcJlxYcVL(A(hd7Xmb4>qv(&f^7*?MU|s;KU^GGmEiwEKVEk_Ccp< zYT=%gaLd37ZMAb%7Z<9g3p7mnI-Ybt8{4bjQ2XUIH7_zU3GnQ$Ca_cuFo99CZj!@p zbPC@_xO@}h&yj`pUi-tAPio_>`1C3R?`U*7z6X~H3^5I+$psu7J_zJRZf)k@u}R9H zd{{^U2`lxu1WmiAty=P<*zbpOx5gSMvdYcKdwt>M&ilMREMs?hC&2mJn_7q1YM_$)_CLbvasJBJbGXH>n{J%&Ny5>rv7uP{n^W7tVq{GKxZY4 zoomGxEFWS>3TqznSkAxsRL8tf6(qQWFuyl!Y>-9=@-mJj+YK~;_m+)RIeTfuXh8E8!l#Ypdog`E?DGZotZvBbgw{4%#wlXa^yWdiqX% z2~Co4arlW0r=Rt^c2u9|Qj02~wfp$NcB_j8f2JHJV=dKWLh-U`kiVzI2?Shh&Nvsg zTZ8KF<8vw;I(4MJtTRHykK+@N|W+J zN(!sLwBRsb5bb6oDlIgOptbl1N8e0}C!eq`py0i9PdnfEGomG<6P6TO3cOkq6EEcb z)eZ5J>_?*l!R)Io>fA&Oy{_ADRQqfaY@@LHo9(<4D-h)3H33w>zWeF-jlcvwkd=QW z*TH&d3w+-3S^`F!(L??)erwxeY5ucJ=wRZ3VE<)?06SfS~$X^#Ge+lbUd=oCEeO6>p{}-8=q|$pqY9&F|e`MNhlsw`Zdo zc%Z;wVDd*S*NPLG2_HNwZ8Nu4ZZ7M)A%0fN#p{<8lT-lg$N*&C&&V@UU|0Bsvf;MH zVDrxC06(K<44JfD^7cFUyhKhfLfpziyNrBPVeQ{13XRuw|j1>qJ7>R_RQ|g)Q7G=JpWsM6iVE(+3zWO8Q zaGIQQT{Xilgwm(iI7XwsVS+}tEp_|bx)kK(iA;`yN#DVmNGTpxAiksb$-I_zv46sA z7L(Sf{8!;p}=8la8CWT-r>-tapj6>{S!io;eMYBP~dke2U z?Gzy{_x8OkLNG$g~zk^^8c_tpEx?Ok8g=ltvU<%$+D|N?h*0DJ*}-zbjI4jWAAWNHnX| zEjcoE(`PS}-ZP zHre+@hNO%yTMMU?eiQxIXMmqebpWo_j3`j_v|NvS9ffBUxj@i=cJJ86{Cg#&OJ^^Y znaQN3v@h$S8sh$wm6l8V>1N)cG}E0-D!IfoB*WXb@lftR#ruez$)oQ%O5Ef^+tLuP zHAQUql&tdVLe%k5d{z(|lQL?%Omh^!>ft=ts#WF)I9Y1pRQ@g+>_+{vSEj)&3OM&L zc5MI;YjspsJ@?jhY}2A@=|OF)&n9h7GB;=^x~srPx^!si&6+%q@jwV?fAbl&OxX(q z6U6-Qb(wE`SZk&lQ&T8~&&>(p97apKw*HC9VWftK3ZIrpyNop>qg7kOI(7883 zk?3q|E%w_tMo8lS;fo}CM7d$c*;&nGJk8&yh^XnaG(r5<^mqs4!u_P>t0l4+tM^6`C3_Q0<3=yFT1np7E;FNPTUA~Tip;l zVHP2f?VWA`NZ&!3lXOIcID$LNW+y|;|^VQ082d*%xu1dPUC6U`4|c0@OL3NN8! z9^JbN@py#KoC)D{crKIw*WRs zRl&<{Uv1<>%!D%5VdCrKeqOzKSAUw2Mzy)xw?k2}m%hhDJ3eyQZ3Jw#!GNw5~gXCYfAMfidd1kZ)%f$c<s7^ zF%(wMxCj}kKb0hF(%*ksB}J8L5=u*l68sL{I|khm=%oB+8fm22Xal6dpGfqtjk^qY zY+F!xA!7c>s(E(ossvu$NB3UrqYRk=4_qYs<9~8XfaL@HfBq-%^1rnA1I!U%rH}*! z!b*>S)6+W?`Oj)LssIrxqXgRYuLzd^7)1+MDL}=#j*E~Vo=hEKV>G>N&s;l|IvK6& zqzA#6;@}tgwJXyFNV$f&TYW-z$YZj1knH?I4Lf`^C~^`y;(lPH?qzuB(?Ku;BD)35 z&E`O9lv@`ld8B}aD_R6V3j=n#YHHRczsMaeLN|)qh|sxvz*@sC2H*yLVq(nki4 z@zoTGSMt!R3%qu8N5lAp>U)N$FNDqtY-|E=hnFIp0v%5S47zRmO;MECO3=Rb`;L@v9g{E*mi=jTXu)*HH6_ z?Al~kH_10B8SocoCIb)D>jTO?8phP`K9Lk-q>MAVG~wql_ZST%klW9VTqAKv>n?Rf zF3HAPa;|DbvwX{cLimVi1c(3eTK>|FK+It%StongY3Nt5!|I zpN1#BQy&0o-__e^SFCC7`Ejwqi;W0@TGuF%qdOk-+J&#@laP8DFSNLwKYrqNaL=>T zyR%qt=Eim4YFn=zC~^*^M=n?1JR3@*c3xy=JSJ3-|3D0Bt^ef9b$^A>b`JN*C@ekeGM{<1xlx@Xg27;7Ve$Pqg>1TddIT?Fr zGn^`J6mhBtyUxlV`=YYDT0f~-5Vevtj4#fbu{?!?hAUz%J%3Xr)K{4((>9v@!sqAy zlLA^oyu+`19vQE|G3SE(r6zCI*ynp$kUb?Vn?)780UF0=P2f0bZ@DL<* zPdx~CGL&i@+NI;|JX@EKJ9i)~FUa!F*DT*>WtP}8)~e>4pwu8@x*Z2KRi9tHkaqmI zw|qE3!H;|JbdfCeW#fjsf@uTHy8+{~zAMkWJE+sQma<~_MdX&mgA>sJf=#!kk6$CY z+gWR-Wo3t$!`4BIDZy91y7jVuvKqLpln6TN#Jsf;XvQf0a4klC zb(T)Buzop%_-&tQn4hG^?+BhYk_RC?>26$!+cmLK?DsZZs9mz(evsd#rNkTxz9##F zmcpyQB4d$#u=g85iLDAhvi@ecAV(y6YIKqVsKE7Y7jPSA6p;0 zOx5-mPjQ=9g`<9v@Jh9Rx-nk6K$^Ldd8%pg$&YoWu)zyaMhB=kn&8jj% ze!9xSr&_<4j_UkB=?rjm3xF9cCKpW45-x7ui6(sJ>x zTsARcRZ3_pSFj;0j38{!ISJI=nm8V_7kPz?ln{C!Vsfo}J*;@4%Bb4RW*2GkTCCRE zed&!iHz@de!n(D=AJ22iLTIYJ0@H$`W6n~Z*UsZmp&+>Mtu#XA|PPtIYYdt-U45n3{ie9QR4-onX?n$iGy@o&rvZYo$7SiJbS- z?o0>x452SixmTVu#(!TgQ&{aF>7+uAC=5 zgr7itb6k;^U4(zQ=blD2fgKY{>>iPyi+Cc&+d^d?Ez4@AV4a_E5Q@s?&3XdF;nF{` zy>>W?Lqe&i=ZXmYYrQ+0!Y|d^3I5R6#Fw563w?qw2lygMZ-a^zVm;aYu=@3uA8|&W z5_E<;k_ikffmHID_kOe2`BE7653s6?w)7X+hlRyb#BbCYO4QeHEmq#8l;p&Gs6WX>H=FeQ&)^&D)?s`R~% zR-MsmkZE4Uv4vhX{&{cChl-nt5ig{|d>`{1BUqTRaFAJ28EI0R8FoyzNY! zs88yhX2AKz#Hgnk;n9;HxgqR@7?aLRUvp=F7g~xFbBD`6o*bcDq9E9%h9`(D_yOE8 z5YPDXi+Gd|{Bdj*!+`MdL8IV98HzrcFuijy$sUKOK%cQ8}7et!*Oq3Zle0sDlxmOp$g(LavI+&+i{#Q zGgbp8go6F-_;NLw3H;4S_a5gQ!Ud?!A9PHd=oV~VVC#jFY4C9Q^N~8SzILV>Bq&a( z*0QML?%TT&=DI*ae`C7vkikzW^>An1b)U~T)!o+Op+jjmV~j9gJ#9} z)N+AgP0k5HT-rid4v<(|ZK1YpYRL1hT$H`@{3-ubZo@t4)T}|lKl(|0V;OPBn-<_Wn4)EO4u{JjA!Hbxhsq@m zL~-qo8xq5>IOEu|lqKc7Dzcv2c&PKmnOg8Ku@SgF$=P09~b3ahfOOFG&3Y7llQX5q> zvrl6_P|GA{O9!{WnA4~b{z9h6FF8aG@?xWwO$~M|e`D&`*`!#i`aBJ#mdvPvK>5+X zQ{QKP8jb%389>iZ7a}WM>j2Thti5hEqwC?L70yckwHE6MZ{^;P^yeZd7X})jgj4(U^m1B7T{b7N}w4v`{s1N_z;}j(;=VOE4iL-?d%=n%{ja zNTjTTNr5J{z_%TAO=M6rt}PZnd}`v3w=X&iIA(>CpTss_=cpZ~c3qltnn~lu9UijO zP-AjUy$j`?2-P*X6s2G`Kd!@+ShZys2LU*Gj;tvhq5K4l4sEo^s_`YXq;+m%hM zp21|V+BQKu#8;j;+)W#MsS_eH-=3G+6&POh$$m{;(vc%q< zt~pFu+JO(~NOO1j)BNo}o~j3lTL?TSnZ0RiD*U)sC}v_@nzi*7IMfR0_rI~rN8s7> zT<|!Fkhywf3|XM@X!&lbXeFFZGD@N z6(yfrR?T-MslphfZu-!b#k$gb9Vf^+yAAh9a3V=~6Own0)mqy%J(b zvhio%@X-YcCu!g0u?|*DP;hWuU;9_&I$)}$EDOFs-IaFIjUpD(H+9pB7t08C8z_&P z#VL?#@o;ni(A(zBD(A$R$@X8eWw-oX3ovrQKZg;Tl(ratYC*O3k&w8|;er1+R4%SH+>PVJfVHa*j+ zqEjBq8v8dG_QP!jF-qsdsoL`|{`O|nonkAMp?>eF%ApSv?|&q0R}RUZca9eo1cc}s z5z8yqcf9}mLi*O9-{kq7%Cy@FCEAB4O8@nPIjHbaa~(i#42$-o0@$ykjsmFs^qX2+ z=!7GTAKNP1LK7nUJT9-KW}Q-IV>q=MTKyRzZe3j{59h49k$tAu$ha0y#?)+|a)CTf zrbi-_;pKiGkeJ9EW1AZSgKIkr-GUe=IW_)sid|p*K7rYEOG(r}SUqWTKFrg#gJoH? zfqI)RM2$xueIa8^RFiYl>eNY1&U`@>=bGv$9$W2Ef)H$@QUS%&LlOcdXQxW9PVe(l2RCu|v^Vt$?7`Va`OBBI-l; zd6qA-ewUZS9<^7S`Am=&aa`G&_D<)PEsMe8@*ga}AR(S&iL7shi;roY{zAW?{Zltd z_|CL}7CV#h-H($ybtOOYYwG$b!*@ld-r>IHG!YwW_%^F^0{&kxA5&4UafjrGAIDsO z2Xnl{$I4lMk`nLtW^T&BztERJL$NMMeVFGQKj-Qv7eOY;*E?Tupr4$3snz%M;qOGA z&OA4HV=}N6xkqrx5=?!we^!fB+s2BjU-b7F)C&A+qfqNM?5+G@!XU!fy*OZV!M=P4 zZ1K&zoa}d%{1*0n70sx_9>BDP$Za0US)N*O4D5fKG;%V3_|!A7k2l75X6Uh-z*w`W zWs=Suxc0-#6Qyj#qvW4U-yoj}@TPm; zYgZA)R8YFVv%~qz;XCb=AZdt%`;q!oo8zTNU=C`mxXnoTZ#X?FscAk-q`+YPv$~r+ ziXWq#FZvHw76EWC3VK`o9S`K8$Nano!t50e4f)wtpiXLRf)2PjDPZXC=v&^^|C zZomwCEIDQgs&uv%20s082jE(U^uT~sa1T^RV)UPHcC%5MwLl_!>c5HXmM?)s_CGgg zmqy`l4uu&$2`JtOJEU9)r1B~|v;2Ogn76>r&OYH|+WzT2b>Nn&zTYcK* zYw7;t_~(y$CkcWl6Yq4*$D9c7*M@!y`KG-tZvRB(IzEzP_Mq0Ptm%6}Lgw};5mNS{ z?WLQcr9=fD{)}n9!DCILc)Koz-f!loszyIEyLvwpoZXFZKd?6z1;L7x;&yzw#MThh zF7l2=5tqfI&NntR-*x$pd}kSRs?l+rl^qqeOWm(;8D{2df@3|`tXlF}YTB8WsO$ax zG-+q2-9;tetc1ODMbGYsrsmnG{2*!dv786-RVq zJ74>3A%lR>an~E?A6P#iQ@hWMDTO+|#prS}H7NF;?m5TE4c) z=>>aCw)tkuDM~8%v_f4)+dPiE-GAzC?!bxWNy=35DUDo7R_}t}G>bBW4GlJ)8CD*H zi;M3)hq9tJEl;IPV-(SA%?>%1hTET|0?)LSmb{^@@qUO?29g$-_OBOwth_uHFcu6h zRB^DOw#%;(ZeWO1 zX6d4K%2y5-5|s~`qOyw2A@CPo@dC~)tiw#Y#KDZA&wCxh2Xv7np~#3eV}^;;KvV)P_8DUSf7O zjW->?CVNOZnCDB#PIm4%Il+vIjvwDUf$1@_qKTpHSaeviCgyz z9g|nakHojmDe04=)~JEF)yR}&YV5nc+QyKWAFix1(vF(7=au47{Eused5z@h-rT;k zT7L9r#OsDG&19CRRlQ;qa6WBHv>xCnKRuEb>H)L@detYVBkdor|H0B7?I`b131F(T zCi7@#=(v5|@VJcYy#7jqq+X8V&8OW*{d>H%ahq+h4Ps1Qt_>uBYNnzfR$x%WUWbr~ z43yIDF!UEbS-P9yWo{kwj61+uM_`GYROU7UF{vQQIpg=tn=38aZMbDvv;AObb4rt! zjI&mfAz{V|jIA*j`tG)wHr0GctlA`{-fdYd3bhuuXlCR^S?5JTd;T5X`c_^wJbS8* z{Oycc>v$?N!E4R2LWWa=uyLGRhL6Vl^-))yH*IAhl)j?Lw|-%bsWE$dUYG)F>q;+b zBjidFIfp@Eu~mjp@=zp2@PRI9tla_?f?|)zK~a7?4J&fQ%ME3~`+ODyZRI?Gg+owl z#CWtk@ZPzgsLK|)-BXOw!X;xVe4Jt^OD_7MVXe@VJepu@5zMidAG76K8Cs{xwCXFK z@!sT!gi>MAACcid>>Dp?&KSJQGSz0eZkXod@x2tyjc5R>1d~BW+JCSL&9@+f7?P%j zRs#@;p@hff!~u&|bCcO^V*-U=_Q@we!dJQ;a#E(c=}7sLvVK-j$k)a9Cm<42)ixL5 z2Qqu2cI1k>7NH@p{Z!#3Gz4~`Gxb+w6l^A(pRRxVFaQh&&)0b_XJmsq{tmBqwb}ig z1Y~4YV7@|v2cGG}^T@E@1qelNcH1Wk7f%Aa!6oL+kSBdotY~@4!f1H(r)I`m{!VwA zm1-FK@df@gNa^s0LyYOsxcIEVQcE`Vp^wnlnmzMHLqik&p`n3Q{p$=ZM;ZyUsb+uE z3Hv$KKZXauNt)?oe27Y>56?X`cHFF_(LZ1knXkK-=t%p;8voYEFD{qQhx9Zqr45+L zRAd&{*N6n^tmSnU>cid=;#?>6J`t*Zh@otP{_f>x>{B)6>$zfUR*!4EHM+VL20HRR zye5At;f7eQ1&N>OGd3D$4fJwg!UHLhDq;OBapQk0Ky7U_-0|@92ei4baA568xc(T- zynf=^Gl+5}lw$$s2Lt5i!Mv~-V~plPBKD^&GnbEMYo`@F8^?K@vFhDI8cWs_i+u?% zsma_#7~jr23rxMI*R6?t>v_;f4>|lxxN5>wlpQt4bc(l@{DzTV zul;3xRpYd4#Q=in9f*yzvtK4~u6!{c2~P0q)UkNL7JXdI7;1L-+gMlM@1|&>p-P)g zqVbMbi}GYonEeRBGAdzEE}+k6+w31U8)ngP%6{!xyv}f0@r5T+|Ko>@$FY3o31)l( znqxvw@qf_*wzZM^^_7kkRE66Y<_VD+aMNw+T`WQ*O$Cpm=A7}lC zZ5`2Hle@E70M9^oKvy>!+UoRL=Q9=jD6(t)eC1FN@6ujs?qJvJEFa5Itraf$9ELp9 zCwTy)U+%$jwko#CtNxn{&2&z)hCK=8s_OPw3c5Vs{Jne_^3i|BT}(Kb8M8E5w&lN= zjJRyd1$)qZbRdK-KF^y?J?Wvt6mJSlsUkv45y|gQkB&%&=TA$(Bo|*Y`lEe$U!Tc7 zr#|lgOnW(A;Cpq1sgC8;3ogF39FeS!fiNn%-1fUyn)@|CZPF(1+gDc~(W2&^Z!}T3ke(1WK@Mlv_LxR!QGmjeNn=8UmB768Uq)$)f;5Ih+F+h^i$B zy7J8qor$zdto;?vVCUJ?WwZ2(_0&T)y@URkw}2lEMNQj z+gC?WxT);*InXeXd*#Vw$*VH;(6Yun8qE_l`$l^o;`nTW$L(CJx_B#F1LQ`J(BSN-gQdb2m+Y#dy;zsev~o%wbnOF5Ovn(UK# z?84{$#WsT;lShDuo~{|HsQVSwPVbuErSetUZKu43{FVBKu{AbQFg4E?FPDycQ2L#P zV>0gk^;{H$H`z`L#aJ13bPnT@PthBRjt6<*Pc=cwy!_95qApnZfDC6WIsK$T~{X|uBTF|x(1d`!-`_Ke~!cmr|;9vtlW*fN-#I#5-+dtTHlH< z?YXafz)Z?Ci+446T{V6fKF0ndS;FPbNY8BY#9J)N>gZjAmI8AONi%&O=w}vwn~!|2 z5x*R=VL^g%qHGHJGNoH8(?{)-+@_gR_L@3~EueIsdaEg7&_<-pi>>(8V50<}0 zDK!AQTr3`Vvg@RR0H4$0>IPndRLE`46&BIf1>*e)&)W|ZU9%E&cHx(Gb)lo%KW+>m zE=nC7@~owaE_j5+2;-u4^{`dSYUEC4IXX|RsiS=+ZCn>Vppa_){#PN8^$ zBs4c*4|{Dv5!`H5Z3_1GM~^^e+h#Cx??7X~Q{;~Eq%72wmkA|D&{%#CSw zQ;j-a^*^XdKKaST$)(QR_Iu*1UYQ@KC864h>%#_;YV%r|u}7j$Rzkh&bIT0MzO0VX zi?b#ZNVEuEZ^fdYR`=g@E(z9Es@l5*3=4R8=rrIde_~4>vu_Pf{lrIj?0_c@A#n~E zZ{IXn7s;Xx*XVI#rq?S7_EgS9ylrBMVN(XoZo2!cT7&BzgNOr|$%zh+Zr%I+4`h@a{(NCnF_j=$_VHwVD0MzROC7Hk9F$#0l8$>|34mb zZ`jDbrga;?x&5E<5MZiP^~xGwN&gh~Z{qF0X)m9k|4jY2ug)?00${|-Pz(fgx?NtP{wj^JNqyy|7nmAhU+f;$Lp{qYTfu{+ zhd$Swm-<>;w&hEHIN)H&T-^=?y|AYIpU@e(KogNW1$0Ka4P8tYHrg}{uF=O`k#}3g z<3u98df(!z<@Xt#;a#}gyAFEvMy&0UbPIIaYf>~BaTn^flj~XJCoq|hY>yijDtP&C z*D^+PtOIfp!lyO9m{dx+;7>;67EqPu+;RMFsz%;L`j#k?)osuGxvS{U_w$>DU#-5J z=c#*dB=qW-yIX4Ti;0k&BED+KQ~W|s(VgGVK?u`n=dB3p6S;3A4)i&q2=(bZwYg56 z#jakb7WxxTvW^}F7JN{s`!Ckdo|AMs`uGurDF!`hiTmnIvyqjblZM589xN%)AhJ>l z%GjeN1Pki2s);;>gynfx4dN#oL`B@;NRf&LX>_r(T`_LA@@I+#!kX;bg?4Bw=ye`w zrP6=WeT{fcPb#`ZSJs|rGKrP+>)e?<;0*VfB?$k6$R`elWg&j&_CzTU((dBBH_ZlS zEkmu4Ka8Hw9<=(ZSrW5lty-~evC8hOirjN90TGwVm0`yGbv3`^2Xham-=Th>LY@AO zt5iB_8jF^UvCMN{&?^ePYD#h#Yf)xElzTVLPEu?P9!I)bEq%~@8b=RXsZ77-IJ}Az z|599<8fi+yoz2eFA2pvowD5CpIG`2+M1W6r@ z@m^z_Jl@NCjbaM^F2P$YnVWXfRTOhud<`Yly_qYjux%*3>S=H>Y=pBO_x}$3Q{f(V zRbh{4TO!?0|Ju+pUDYWy;OQXYI$!S7-}Mg`wpXJ3#k-ScunH zyAbWDF+=y*>KTu#->P;QFlPh&PQlH29ZKgU5zQo_ZmMeI-D0dS4U`)|ix4Ztvlo8` z4g+B_21?`0Y+~GI`y>mex2ny^i$tV+29QAd=6;qZ6OQ3&Vz z36H8f*uEitC$R^;3H@OJqt5*((qI6;LkkF#sJbiN=XtuXX`4=Y3=_e1$nomn4ZNm9 zvv)Nld8zjpGoS?et>QeVkK1G->)(KpcqT(FFK;KD-~1|P9iJq8h5hh>*oS%ACU`b| zt7ZvWxr^6EOr`R1+tj;JCY+;Zk%S7&Zs(QX5qEk8UWt6^<@e|F51nyWhM)7E4{d;D zOjPa+kXbeG6JlZ(St~QILUIy;l$Bc2z<(>fA_}BT5s+BzM?yl1RsZzbS_+=wrHzN|tOza`lteA=Cc)^*wthe;o99Xw!Q=ZmG zZmL3M8dKa1_L-%fC>Sbu_X1LEc6;eCHJ6ZCL4qHOjg6Mi+|T!^YKi&;sfUPflh^P<&pGsD8cFM~Z{3-rpB9c5N66_j5J`sih8 zWWYXsw5CBq#+mmj+~MtdjB_7fUBM=l!r=Y-Xu!Rrmbop5oRU+M8ad5Qs{?0PXmG#8 zkQ@{?585yskGmLsYySlNSbtfS#b#b1OGjpzfEF>GQ%H%m*#^x7;+ccO$0OY?|gaZ?R65q#Ih9c#!zA z+y3(~cHHupR`PzP2Q%%U1CM&o?QDbw>%azdyHE;v%)U09mll1p%iGAHZ*w>x=AcRU z;QlRR9-ZN5puU5l1+SpsP6m)tJAX=m0nSLC33_I2zRwpwpX)# z(p$+?aX3G3#RiGshiijk{k2NHG5kpTxZXlR=7P2%Qf_Xy!q=ZO*q>iBc_~BpxoMY4jf4Tz zyRPbvsqp|`L$X@usDiFvHEBqZJ?wa;jH@%k!I}Vf0^T@26p*sO$uLmlZ)sb$v}k0| zJjiuEm3N1B(t23KE%J~_D&-JN*ovEnPU}Oi=o%8k1O%f%JN8^NUG4E{l8haGg_K(Ui*)6(j_Us zvwf6J&daX#y`ycD3aHt7jnQM3Y`LYCpMCK$fqLM@lxFvmsGmN6GMTWrC-o8~3HzE`Z$|bS_xXpWmD>4AT_dYGh<<2FO}^u$*P4UR zwz}ZD4#}^Eum^@5-m0t?3R2%Hc0Z=~Eg3f_UcOl>o8XpLA-u2*kDdgHGJM=z89P*( zF~tl|)n1r8O6fohgQRICe01!A6kWpMT!2T`RVtjhdJT_VU6mq^{w?)?|)yr zd>!Pi@ zd1(>XkSyybmw^7!{wk+&aJ>DEvyt7U$=@vITfv>(h9>j2m?yEzF>df19rnmtpl}#i z1ekr-i80e>cU8Nun$qGjCB-20ewC||>DH>g>Ccave>AfdHq>Bqes6^bUyZqr%KzNc zhs9Jn9GCyJDu2Erxm^9qA`+jSQ0mMFTNCXljakgBs5JNWm%>u*o%-srZjOEIgT*xwLo3d~}mo>*2{o+xA_i7lmqPtAsLh zvcxzJ`EA{MSAIe36))^TNiT>gMBdo^Vhy=mxk?UT5j^02V#&ly>8p;1>TXPFmvv`q@}J zFB{$9V}%csg5G0I`+Y`n-Z~$de5k$UTB+4dFgGk-mO3TvBe8KvUiZRL>G%B}juEle zf^jI&x7c-0MlgY<)$aw8p&UjUeU}aKTcxpbEKOb_Ykyb<^1~gnZb4kt~&tsjg6ITX6EpT!Fd#n;;I#k2g4TEtU zuf*p!xQEvXqFYNtJ_*Y}_*{YIhs?IU6r~2?<}qWh?eLGmS~KQGe8`chST)|;#F8Hz zIq=1by{pB{lskwAUnYxjDy;)?PspR=Nz7&_n1jJ`y1>CJqci>FtKBFfYz5lwT45IN zw}UI$CxWw9;4*4${mVLO+1jhUHvOfJPJr=(tV=>%e?x)!_ZoT4jZwK<^_F05U43=sZww?~%u5{3Rho}wCB=S<@!FD>0M343oByNhP%j+EnOsM~ zf|ePFEdyID#O)q)1l% z_&|jO_>&)JneHI&&J5v(eCoFI(3=Bd2eifA3CW@ef=26t0rJ@l{`dI&aw32O@T#%3 z`l*H6UPt$oPvjx|2av8>2gOi=gKL*OX6+?(=5E*|`nq#jJY`z;5$O!IHPp}dEd8E` z?3<9ei*qs)v`sI*JBNG_5ri}G&aP+o2~$f+Pdl(i<}^nTJs-;K6X(U6pU48uA?y+P z(^ACyJUhxg&E=;XYT_|>qemi?yIDLFcf!`DH|8$wrN8)VZ|a7KTK(KFX%YKsd^2=Y zJz$*Hzpeb6vDQQ8J=I^-Tbi2gZL?7B-7=KNiC=uBPwYA@zWL|0FMo>ce+)auP!=I8 zA;HRM*G-yZ2eVL%bV?a^Khy-#=5IgcM*S7Z>Lok(N7|t!JZLOekHA<)we!gTG)krNNbI(g#!%W(-3|6?pao02EjDX|K0y7S zC$!8?#$(DjOHi@3K9FAi5+&`=Gj~nT6B;!oSQ*QFA3#8{oCiAd)dOgG#p#PmIwPCK zAddYxdp^1H*zD)oTna!8RgyZ&Jv&6d?#m^8vlpPFC@f9wmwY7 zmK+8)Cau~mWHK+umOVJfHD@4v?OZ65zZOByI;COUm#gxQoA+4d!tBN&^*+7Ls+3uI z;@!4{lrTGvCy@9TIM{t^qNBc`u9g-?`Ay?^fx~@=xyO3Kk>sX5{UvhPES7~L6|#SB zI81Dt2^y~x-(`Lit9&Ns!_>wx9?W&pN=$>UdlY30t!>Mx8=DTpF#9;`sp|eZ`s647 zoY>b8mwVdcc&(KPgnWUyDys7-Iy&Zs6U*N_;dKd_h>6thR&$@m6P z57`cm!nMw$e{Wh;CK~|vshSiMHpLQeWwIM`D$U>@G(KQBlH-> z|Cv%9n2-fSyY>UWnYqWa?AOkxg09)FvM+7{34~59=Ha^rzJO-{{PQRK;t(H@IKJ?N zl7hFupnIS0yV8(SITcRZZj)0!>+Fjw5=ztMkuD zO6g*V3 zkL?b(OF`pKEYk(@m&)c@dM5&>Rr0LHpQ2Qb9{NwXxEP#Qz*AT%kSuD=_hlra-$@Gz zMHl{B_`1H&0sUjdQJ}+&}jm&R6uMzb`c(ymCGtb~cO)?T@K-(kHk)Z9%{8+dj4E%NEzwbiBbA=jo2u(Z*a4>p!I-}!7>?!>d_S70R!#Tz zIopAa2KTejp0^Ug3*MqqvxqDPWZPUbL<^?VXyBE-t7lI}<~&0bCslXol4rtPAE$4j_?Dd>MM=waUpa=1v<6wUvl@!2T9=n^m;O8tI7a64?TcvtAPhk>MvI}bZjb-F@(jnYB{ct6Rx78{6IDRw{_s2-B3`b`|PQ3zrP%m0zEB{ zb~f)eO_1mo!Cg8I-g^*(5p;uleoFc+G5mJMa>C8_gz13q*?e83&{BC9nMA#)rD5C( zo){$k0K#XWuxfzC;v(D6{K?!wk->ivac5Gtwq^sNer*mkl)oBM^=+(0M&E(LQ@F#a#m?e+tY@sZ#O6=XR7z2gQ6)he-X zmk;{X?OyR4bu4TpP7Wx-4XW?LN2H!js)x497Na2_brN!4S1a%tz|w{LLEW9_B{5C4 z=4wKcfW6nLZ3jsml;nVeY**H;rGEUQYAu>W!8>R z|B@RzOU-xS7s<|G`e{h)&`BS;xa(qFVVQZoVC|^#k@$L}){C;gX9-Saf84N}1J5gF z%czufEmHEc)wS6O)*lYq(q(VHXTXybW(sQk`-%wr+BL5IVq)*+vTh^%OI6xE)7y48 zt}~f84599O-HgS9++W=ZHg4OD>0{pt8omD@Xqoya$BKfnv|WNI6(>hff2mt6cC^R& zuR258BPD?kVWEkJWYzXg!Yx={no)b3sI>0#cio%NwEqDdpNo_)QQ^?< zJ!-czfPVf9@*HKfY-kW)W)FuL{T;(z7W3zX^U&Dd=ybT3ty*(W8jSvW+-RDNb?yFa z4A|aT_LR$ZwNqy+)FJymXDB%By@l~E1&uyCX`Cx8Ex98>?IgV}#K|{-tqSaANXN&y zU~ju3jH-e{%i=u6v-XjPn+@R-vIYCi_FFqknu#lTgEKh^$)B$6B%+ z=8~b;gR_lVq~QGx0Kt;YMG7I5M_5+1Q;MB*%OkfN^2-i0KIjH@FjHd(VnI0TG4|xkErRzp}8iBgddoA zf-MGkR}>;IzvhQzLCjz#De~J%5H;b%x4s~$wbd1`pi6anuT?#E+lJ?>D}T7*OVzqY z_5N_%+~ZvGaKeoZMCA9m$V$=8v6W|2`^`5tQPLW}#`E>~Ct|PyH|6~I-pKCWRjf99 zc(>N@r968A9ZZO4z#T8uvzds&0RN98-GJR{(H*G!qv6?(@3}dx7Q2A zOv`zsci7%5>0z_wTQLemq1&O+A)PPU=x<9k6xNHsv+6x~&aLpMdy)6vw%X2gEKwXm z_eHrWH%&gXW4o^Uexd&!V27V@s_3hizD(hEyVu0OySVS^C|o=%{TAWOG*zBOE*@08 zCshlJ-KXPAi2L@(#IY+$fkX$^t>0n@Z1FD5vuv=)6u85&oOt7Hj7Zc`RN+u}(J2Qu za@>!@LE7@BzVr0VVSVbg`UNxfrDWBwF*;MrIQ_`oqB@hHUG3%+W->#=#dmmD)t070 zs2>eDk~aEpB?S!8zu!_xG8B5zZ{yr(Zy;~`d26%4DB>A03NbhH{yP_J%)t5sA0mu) z_B!Z+e93OF&(>*w;R5zEm?k$V;9^S@)B0rfVhK1Yi`k49w*HU1yA0HctSfI1!^U2G zzMt?}_n%xUH{bpH>pevPE*cOh_0cWe$)NZLU5WE3YtNcSGM5-dE>DaPQI3B!(I;KM z4Wx5S^f8ySsIiS%=(=pwIWfK5^f@v2n*0=;)L@DEo#r06+?v#|rsTRQVIn87`ug=` zd0nR-i?-Kb?39Dk$`j{(;|^q6FPT+yU0qwZj6GqJ#1+}V$3cfY$CUYpPf8khTGSWm zH~vlw;-a!rTewc>?S}%p27z4-U=tyBT_V}FZCd|6{fqglD(CED#EH?oR%B?C-sMLr zwkot_g^iOqfq<$GIkfOM&uB2c&Y-cf$sB=T7K%iq-Pg~mH5+(K>AYFqp8YPPir$mahZ*XGglV> z1@5(Y=qe)=+Zf-r%)m-4Gvk1&Mpi1*k>$~j_QPdRv&L5f!&81VWI3C_j~hdS3}Hjo ztRCPaJXKay5?x_`bhHc1t<~6zCKZ)9W9dOz@$5I&p&fgofa%YcG-n|?gV2D{W=aAP zWMJHWXgJ#hTBMb%y9S?|&Ksfh0%s&Npe=$$m>_V0$LQ_kx#)UrqNMU$v@f*GOKQI z+viHHab(e^Ts;C>fsQq6Om>McUX%=11JJTC4#nGBCU?7sbcWF%77g-sE`?u_8~z$R zt@-0y7de0=cC_ThooxCG&DKH3On+^NGQZlIV4JH~^93V6!`r1m51I}MUM zL9b-{;Zgg#rFXYMM&Ydw7GVJ?G2rV~IYOLnEDG^~M_V zmuD#xaGxt0%H*7KkFjQ##4EDuG~WtEwrKl}4D}@S-=^x)<_U3nu#G=VDGz18*KbRxKG){;p;uS0B*YAr) zE+v+_12`J$Cb$I-|H88z#YAL&SlT@_10(5{r`7K?nw`|L9g>NB>?@x(nXt*%r$w?{ zD;_ydwH3X`$2?WW-uGF%;ci-zq-6RvI_ZtPj4#3juu)oSflw-kBff^P{g1UQvE<6K z6NbZg2maPTVHpDbSo77Qf~U3mWGeduj3v^%@f)k=b&@E((A6F1@8~}bHE*xdTf4|g z)Ou;x36EQaH=^yyDAQ%y_u>oz`PXgxw-RHnnN?25qf%z`re^xL?5sQiuS{|blm280 z&PxaiWfbknsMam3UPc=PH@{Li#z&G#f;o-^O>nKH*v|Z9ksU(%$xz8v*t4a^CoTAI z0or4#RalK|acyx~o+84ui8N>h`?zk-`V<{U-!f`C{G!}}=9%2mYZdX}`(=0I6tbWd zO4@Xx1`qvKQfpMVWLl)@w+fll%iQf|jILm;>t!atTyW7KOXpbaTo);zsB&wdi>&yuW*NnHZJPMD!xyAKJh!HZ3`?;#qx{*nn)my3 z1C&6a;_@r!oYgs7X$Zww3tbSp5;_%$J9QMzQ8UvX6Ly}Ss%o__t7zJcZn?0ZOswvQ z9n0lP-*Zeo%Nhjt*c)h=xtcjsCH!2gsx>t8qldhx60@vxp4TtvW`$JsB*;H}Y|mjH z-XX^o#<}cl?D)`AXzEug&eOCIz94G+I5;C`ZbKqDc+n_}%85Dl$B*ZQe6ml9Vm|rI z#fSJj9VH5p@ z+@AmkRiQ539IiUM`*oDDmOR(!On!%g_6T3@K{M>Bk?{eYKVo^@)$4@9VrgiBB-snX zU~YC=Qspi`D<#z!yN#6l^(W=lPvjFH{&z}m?mEGVu*Wp)_NNN_pcDt37bDywIEv43 zc4*ia>jm#E1S<)=d?Xny+x)o=spp=fi@%3q$wCT%SpM>jI7m_OlB#Qzg0dV(8p-{z~6g6mT_w zJUMu;N^^SoQ}~rE;|}N(9rE`2x9K7DPPQ|3>ZE#Jx2mv_bWVF|tQrGD#_FN&Kvu^| z-7Ea4bq6B;7zHogXd1-NrJBaA3;lA*G7Sf^UIxn{J^XLiE0|+R|5v)DS%EM5dl39e zLg~rQb;;Jwh<-`dTyV88h$i{3b5jiWlmUl((^sW?|^IPBDwr z#W$nTVMjyI9ZJ*jwWLoy$7QZ3R%;su zK9U8g!TihCOst6uTSjFcW;Z(Ry5!t6q0Av0cqumMdMv-7-Q7~m)Xo{1&vMEhn%LWXf ztpFZN-3frNO{+?wU3pS3r~2=uWd9vuz4%w1rw^#}SkD1v-oNU+9Fl)#{(FRViC%Gh z4Y-84%P9~IQ}9ZB!%z_N`InwQ?~rI0+EkCaLg6MfJfb%D*R^MW$kA`|l~(VNzsH?l z;;wCBqnbo8r?U2lx%eLpOgpkPx?x8BhpH8~w^9hZgXHr(&P&pUZRl=~gc?ZSu@VNt zZh#W_ji^+L?~#t_j(>;Ua#SeSQ2cR=_lxkA$4hZ3%dWZyeh*UNJ#@a^I6Y&D)L$e3 zgv#6l%UQ=>{!Z~u^B*juSow7;=4hj-MT+mry=-vy6;{i8lR8z~zLd=b;4f5V3~5e8 zd#MBXdS7ztuv7n08x^+(A4;U1D{AdG@nk0L4@&3=LpBi+T07JQIl||m%Tpz8KdaEBL z?fKX?`l|?Njj$DGKYbF}AC3?hd_SVI7-bmY=`BoN)1P!Fx~wI*^fGMmk^nQZxry)) zRnvY;bk`pkIN@xV^s8Q8<@2(C$7MRfR?8!lofd_aR6zC{JJh&M)~b+!RpQILP?{m< zQ<$1aVeeyUhcCCXN_tmVTlTQPP#Oko9a8CRwhso5%ZQ6!*K{gCfgnqGx0!7y#f;7_ zJJ>Ol2y=GmaXan%`=`IEazdTdIF?_!V}=A|S)ZzYyRBF`&Pc9Ewf1Db*J-Kc0Otdn zD202JNN1AN@tXbax1j9j=jSqO%f)) zhZ735988!lXKQ%qa_#tO`!)Aq;)?m_P)GO}J_C~T$MgvkLFyO#3yQ^H zLclYdx)~Blm<`AYX|_Jk=Bwo1{i(?AY)JLMJM0sFX@9;VG-hCn3vFX*?2~U2T)umW zhHi}0qRj?S3I@@=v00Op1E+Zo{DJ+e7ezn)I-9G{v}fT)q>nySGk^RmYWnL9m}jUa z*PJ`|G4HesEtq<^W>oq_@UjnDW32FoLO(*V3@>wm?%G8 zVCyQbOZw1ixMN#{@rgyZ6GZ@JO_A=nJCre{DoQkiWjJ~BW&O+R1sFqAwn}X(=6%rW zyVsMExPuS5s-(vzgM8z70l`jJ7I{Wr^{92x=nGibr_X}-_kB1@8`7WhFX2TpA9mtr z9AwsEgw|5*=|(0xAT#9Z|6}T{qS|c3bzLa56fYFFl!oF?aY-q~3zQUIgS$h}p#RF;W6w3#!FQB{jEva#-p~D9SJcB%+Oop3GN>g7O`KcQ2waOQ zxLm`cTNOcl`WDNQXisD5uPJbe&#CEp0u4Z$9i-MdY|ZuOhGBd~9#Sd^rm5-_SWgYl zDFrSH9Ai8A_86`E=?m;^;J{RpktsV1Xz_DU|czZzxk+t{i&_1_yaIq$;Z@HUx)GlzWMVfta7%IU5(!n!l6uRZcnW;`s` zMM=Tm^2AK%>s+6C9l|o^B0T+#Z5b2F;VB>sz>iOInD;KiTclUepU_8+^|KHi>6|vl zdc&oEuP-DXKDL^nkE30mfLUYgB6M;E9vSDaItXp1JsPwUk`LUb-oLN(>3)3gU;Wan z=qG!fA^xM(1b@^+nC&M zVx4g0>*0fB5qdbMID5X|g+X&Dl_3jx9u=2z=IZ}evP$X@ooY3bgJ0`W=|OZ zU|Ku(D1{YseFUloO66OXwdJG8F1r$a|6W9va7CO>f1ayrqRBf-`uAmwHz;lbFjWIp zeHUnq5MOB}oAenjT8JNmJ^gLMI8?UHj9)<}BFq<}h+q7Jhv8Q9AM?fa%uH7=xXIIH zZmgksyzPAkRB_vK6&zmlyG#8L{IX5k5=gPs>R#?Z;=_r6g~scxzU=79#(}G#Uu-|NUnS z{<~Vj=0P*ne(q*qD`vZ)j5jy zD*RIt!F+Fi$cnRpthXh;IPZ0m&tub~LLy%aTyYV?YaJH?U^t;N&mCUI+0}UXJ%8O# zYeW1i+!f`ewbwBYczD0;AKEsy%aD)W(AP+q>g4#iQ&CzZT%z2u5`>X)PyG6s+v6)m zt9TjQ*3GCmT)DHIBFj=7c@0IIzaCXKBo_?#QL!^>X~Jeo{iU%LpzIvj2l-6alr66p zr!`yI%E5G_8ABhrgT=1*^!Bcc&o=8oybnKiz5c)?(elPJgx@(ei1Nk3-0 zn(v`vH=sSgjt#*cTI@`)oGIR(|KR$k4d@ohLS5iY4ak=3H5gl4ncs#z-Jr6lIF_c& zKHj*^3^*zj*4bX{k#}1-sL07Z{iL<2Tp1{vF>zGh!;mIfaJt!d;DXIf0IbV{_LIvKI%;iJmai=qS|EsqWAAt0HIK2 zmFpR07ijU)-0@3}7S4h&AjOO1@Vlbgc!hFVYHHPzO|pHGw8zUnTJSJfGavN! zQO(Y68TLN#XqW2}6HKzojo{36H0k)4#DLlxV&Oxg>qH?~tulw3A~)Inabb;wL-pVD zY_(~A#JHA<9vMcv+k93q14Kg}J1Z92*|qd4Ic3gn*Ox(vX#-pGUKC&MMZ=3J8JPTE zxX$^Z#H*$Rck8*SL|**b7L^_O=|58p4|bmqy{M3x8!NZN<+^aZ*w=wc_v+3E|Doa5 zeTUjIU^9IZH1eY)O?PnK(C_fOpO$D$@J}e^wWgzLN|v`Q(-HM|+vUg|1`Ji*d{a^U zyW&-$oj(@r13I4_Kl|9G)$ipK7q>0_V?Gz74!nAA(7Z1AsgvJ8f~Yax|2JGq|39?( z)*b5W%{)5Vc?kSjj33uTw1>Cxk=xp~`q#|T{9=wq>GN1STO?c5v^QR+M!rc8B+o+A4f*_=@f38JP&RnQ`AoX+L;TKaN=|~t;r>*3Q@ zg|m9m(5*P0xW6@R`S;0oee$oU*W)wjlD`Rc zy!h1W9PMufy(AS7#CPshGzHz*XXW^A(UG_qLXn#Pp#`>+Az@n05J$bI^a9Yw@>hOQ z8CxIIRPc`G1#gFU;j898lY`-VVsQ#LMTqEXt=^K7KGM?4*^33{b+5VFKdygbbh0Yv z1a;R5(r&b)my#3p_&i%;Uz}Y-Ul180L0XA(kokE10WhF%*M)9*-qLqVpKhhT?Q)#y z*5t$ZL7$UX>hD$hId&Jgu4O|{`SFG8>zvsiMHGFPHA3oH`Aw!~X11DOa^i~J8XFEs zxR#^^rDP5vAjJ-;viadO$)ueM;af6SOF6SCES$(syD9E*^;o5!-Ipc!+B6GG^SI}I zqmoKDL6UEaQW7Szp^WA~L)`kQ5 zBlEdTE=jX~@X~H$m%HLef7Xt_uAQ|1SlFgDrLBPxGtbn>upSBQ>GpSn?JOUX&mz)x zV^r?zg|BaKiYpkKXHM1yQF=QQZ4)+zZlR&%qZS8W2} z;)-YIYLi;fz`ID~J+0V5M#QvP-K&d!6;?x$ujmZ2tV2Z)Lp-s`-*aVH`e60LT6p);&NA=GKc4)^N`~xiA6N-S+;E)^&@?`EXNbibZWUx?M$zvdSoKxl zG>V=`_B9dbPV(iYKQTc^ikrKRes*n=L_xW3uX!{OX4BGOT95Ujc*(}gJbyojW;(y4 z8T0i{(_OguD})UCQ=2%{H+a%#PuyCxDUT&Nbn#rvfsVcsi5I5qPfI9C3nPw z)|f0*Ot0mo`@Inv*Ax=ehi_lbKeHNATg^Xd{4^akosp@EC85f1_6sSs(afQ1sTauc zJ+_4q8z}?h9i0cdb7lqE2HXO-gj!WiOOa~QQ~4sP6*w>ghC2;aKciQ#USYjx|J8Ud zo3fED!BCfYxHx2Q&Gu3*zp%Pp>%A}7FKaIj#I&*<{y=+a)ar1w( zg~3FZa#fqUtMSle{~8O>;-E2bqF2XyWCo#N1Bfc3ObzHO8&8^`!oR3dhD9k%y4A2P z|FGnGM(xpdkzeJN2k2Xte92P9>~b#GFZUl?4_&V@uAmGEtkAHq2E9Ws`v_Y|iw&h& z7N3{V3tKsL6)9o0s-63j8o0-r;u?Oha6?*DMDJe5XAzvO0MtSs#6=v%dfA$twn_6c zM^$yMrYru|6X^^#eyL_n^gsGdiHh>$p5+Trxl!>?!bh)W&3+ld-XBq${A-;LAN4^i zm9(?ubh`HImeEG{V0Q#Py#uk(4=~vz1kI8OBhF?U>*m{KARp)ymi$TeVT`ZkDW{D! zK9av}19h)Ms+{s4nqmC^#8K7nnj7(Q#hyip>x;7D0u7klhkG+3$OV0?1R&EL@aK?E=Mq)aH#EePTMZ zOlXxrZ&o)%g<;E}h!2-oNwCn@@50y$m3)9KaPVS?xpjPbZK7*QanJtF%CHmN!WbABLcxt`K!3UFVrE;Bu z<=b}sPQ6;9?iO7u8Wx5vri-%rq~RY?j>9{7%=8q-fww0b8)527pRFr7i7K=RIp6(a ziMy#8-}&A$NV2O58R%rU%DZNITn7u6P{E8vDwbj*b=`qR9McR&X7`%Ei$BRv-$qRA z;fae-Wd!_B6-3A|B3f|3f=3Y5fQ>^3LV7Ei#X|;bKbhmyCQ6 zgr&y$ueX^Df!aPK4}s2t42k+p+mMDEzY(788rwJ93eWnD%bjsNp*-^!l^L%z2wt#M z*a9?ZE&S-8s!o_Yy7^ZY#mx*Z~ zeo10~-BF`l2B2YFm4_E3;w>4xBFbW8!{hxaDMY#yEw?^X5DKUsN*G0lbTf{T+?O2I zO-Pqm7Y|Gw9G(nlHl}BA%Qjq8{@9#dH&5{QMu)BJ^Nme;)2L6dN>e5NtK83hdGSy) zfhNLzqTFep{p_uep(d4k4>0IPxYhOnz-Rd{52)Z76pp`sn>@@JH_aBUx0%yjzVmVTzw0vZ1y zi28TjGdYQN&eHryZFp^i@Wn(xk2{7i#TG_|9a2py=mg|&?w8=S2?4wL*Is|P-~gIF z%7rCqm*_Ch_8<37ijl?qm4*6zPI|!YaXLw0hrQJo`ql)5j>cWiH9~28RGSfcP9CYPXmu-KFG1U81Kc)T3Dkvu3g}*i-<~~=?hY9fq(GhIi(Y$$sv8@Nqk65FvF-SM$ zvGzc^B7Rw)XJnp|q|1tbwPKKf^Sh4mUn`q3d>Z8{tnH*bs|GPMwm4-L0q6v2eD zN1xzV8^1Wm%6ln>VAkS6rT{c37Q!92hG#VoSa_z0sT-A!omKQR!J25q0-e9{$GMoF z_G5a~m6?4sb#Va@6pc+(s%>Lbu5E5LJ(d}8xOW=jSNPXF;@jt1yW(YJ9pcDgG1#vs z!7*M`e(c?rEIsHTe$=qz?}(t9LYgXCqI3Kna4_x~^UHsF=`(s0?vibCq}1>$(>=w{ zlTg118F^!@Zvow0G3_VkHPBZk7Iw#Wf4k#wD8Mo%)X(yARMyjD8XZzG*uM^iQZ11Sl4jV)nchG>z&Q(S@D!ZQ?a_71jTnnn&|oyrh)j zx!{x=Z<8>KsPP7lxNs2|AZyg?&SSIM71owL$ATR^fU3h}TR%m>_j*zbUp9J@eQgnN3xVI(#9m(p7%!4~qVzNsi1)XfoJHF|>zBmy<8JJE$9jIQ zw#EkiCf$8=K$Vm$FgNWL{@9ZxI6N%`l}W6172cj5cB49l7R9kH9cp~e6%iu%b%paE z+B9h$LDgTqazlq{GU0Te#x)gx4%mYXFkWSoEm=zZR|MCel~-RfaZVUqwtxk~y`078 z_!S?sNX1I;O)7h7UE&YYtZ%&Wm9W2DkkLwtRR^{s)`osEH%{_XzbfiuKqL+lckud0oHwoQoHz$G==4ScN-snC3Zks!@t}p={bZ`ow_06ht z`H3F|Mo!(TSTxluwwUsUXaB`zmGDDSds)^=bHKZJReT-TOImqC4+42#ZhUjf&MP6& z#+#gdR4dk9k>;qll5(^6X))`TQ8-awzjwtb_!c?k>-~LtWBM2cA@FIjH?G%|$AMD* z5Z#+<@ef@iWPfIq^)b}eRUDw^fy3xzupbtLhMWShl&`Nh501E z45BjUpHgvld>$y1qgB$8hp9vig;N>jWXsWjFHEY*cB7_KJP3@>4pmEwu*wBSpXz)p z4e@_+!1GE&Wu)nr?qaW|1Vt*@^V9U3sIyBW@O~Z1a}~WegGW&hVX$U9PW(|u>)%^& zx}zBeHgWDov_IdSNgK3)L{nMmaFiHT{pLF3a5)lofa*!(G3zf};b1XV%u^yr{QIyf z{O6N9?y>Vz>#?fN=aM$Y0k&>wR7Ih+xhMD{`jV%>WZs`}-G2-;P6uj-6UZT^W{6>r zyAy6%aU~6FDw=FuT9FS}c)iUOJpFN&OyqhjBhQ?UCSWzkkv@*+*^HKbig~kYdxrLhf^v*aVOZl|tW_a7Yh{vW?nlde za7!OTu;2NklfK@8JN(&jtv3%@ADjDiiYco6Oo7(4he~N8Y2?EndX-b8cn7On#y*$h z1w&h;HGSqu{n)^iAOnQ@Jn_WcCWoxCmK}Yx29;gz z+j2bep_B=W9M`x{{9Q{@B|;L(2KwKcjK);YPAOkE)~=*V??`UZY?e0M&{V%l9sSG2 zVwl7hz}6hL5f;L!hB`(u!-R0TXl7s=SaCR^Q`ebnvxd!r9CS0{2?KD&LRO%*4Onw0 z3JrVU&Q@pjQj`99ysXQ)mIclmc-!n&eC9{zqcxq3edW@kj)_4w-E|M9b}sbD=+kz^ z$MJA(U;z3PD$o9{yys&vPBWd@n&BVVrY}FC32I>8A&_-Qj?6{X=)4u<(IIX@l%s8n zK!8-n1z(x&r{Q*%b^7!%Sp-p}R-G?Tw2cKl*g@l&^yF?XX9*?GqJtH9v}}$?q$xE} zK~}c?9L*Cf;4zK;LNs$^A&ld=)`~}N{uQ1%Wny5QpNuP)sC)?LO6lEJ&(asmqNTX& z@;TI)Mn-_k8qMEAi%@az*#c_A`?^+1`iW~E5J;Mvk6KSp$x%k@@ZVEgs|8bOJmU1& zuAzZ=)a6NcOKkBwmdp)#v`)0bw5cCDR16iyd9449-kcG8I`A^TpXDaSI`5A<^qxbp zpVNvC?QYW;H`zX!)}vG&FUps!4Y=m7u`53+@oMKB<^6izKdDWC(e_zZmC8!Fdl&3q zc4zoj_iwn5cNO^DWoc+V6g+ zeDF&Y?-o{J*!B-;UDWWXPRG3)5hfE|1vxa{WdP0}0|?MH9Olwj?R zpZqmpaA!fb2Ir~4X)0u!3fpOYoa~73rsSiQ%Sg26?R2@1e={5LQIFq?YTsu@1g{Fa zDVsL56n7?(D2vspQiHfba1#F$RQoaVO1Z2l4(h{52TQHGy$^dS0m z{;fxjWp<@D6v(Jat(YY!bds^-2l7zf`#gt|PKf_&kUw#FBjpy&Te?N973bqxIlYdR z;YvvMaiDn3{%dLcCy?N0A?R;cTZqWf*Tx`l3}YQnEE8rW5KBKA7%8wJ_+8NnRojJ9aD$It=Nx90dPdg9mA(zLm zi)<}W3~NuqLDMVxirNF}xhkcK>&pzQevk+WH(I1Hua6p3ceAsz1i0_)_q@B;a2Bj) z9Hf~`J4Yqf(FTv7X140|%yd6V$t|EjFSDQsF~Ri&j<66rf}Dw6%I&2Ojd%0gzI)8C zJotATGFC=UPFAu{U?U~(2T6e5L%ft=ub&h_V`s@muH}EH|BhUi3!s<}k^U^^aGGMF z4N1|=`3zz2r16EeavQK$_Hs-)PwY2ROF5NvzGMJ<`p&28K7(_MyaFpf`dKlx()WD= zF*bh}X&c^(`uvVlTU)B;AU{!Xd1CS%$+!P0`Vl1f%g<_gO9+*$`ggx*Xb^aQT@x!> z;dZgE;?7FDIrc_k3-t9Cl=3zA^Ja4n;z3Nxt^Li+qm&c1+=0W;Yp( zCSx77y*^7Du^~78EN-eEE6vg9=zPkfP2Qstq@Y#j0+GgeX<|xD?A)&*BXqBUc)16E zp1Ea^+6jPk$5KCZH9wdXTep7-H9ThXe=n>fYw5}s;j18kjRlXCvmDALuC@LMjl4PA z9b^ZSNpBI;9Af~jP=L+hzyF~nT615|yuHh~0Yvc(1A0%mmAkf|Mv3(}x;s7!8WtZw96p@+MZK$ko>`z_<3R5V*|1ND=>;UF6(2|m zaL8<^-YauM1OGuTR=!6BpV_iIHY}377&b<%`U9X=f7k-5W;Nov&?)Cjl0IZIGcm+M;Q$PvC-Is9c4W5E5nbTU*gfCT?t{U zS7pSU$)jGN`6CR z4z~8sFgpRx0C6nZwxg!3!iHeYQP(n+YN?O1#}&Jj%2ExbUL0i5hVFJozi~%(|FzGR z9tQGEGsiw<2}j`;xqc`-Sm>Xm&KOqsM97E-k;-htfl z?Vw5RfOvn1Xeho^BoXEH*l4y~0C(TZXAnjjkZAdxyQsx_EHpi_ozAv?EoSI#rVtYa>|@56RilNwjO;GiFx+g-JCQk0sh1nKc-kwo1CKDO5n7 z!P=b%Bq4;=fab_LK(VgL_~-vW_+XNASM;@XuFxvv_L_7^aGdDCyHFbhp}XOOoN=Wv z=I{P4B=u8fhNp-pwkwhLkBH~gkANt5O=nh)xX2Tq*1`Cn23SI;w34tkh&22&W3AX* zRgcOuMvElhUJqMm2;F;oulHLaw6UU^o;-*DWVk5mu9A$F2i6#Qva9*rX{#nQvOiOo zv4sYGyVOxM`EJ-k3EpN_xj{Q*<4M=zlj%!+hm}jU&J5}X&*ZSR0h31|U3k9a!kq^P z8Lkno@%ij1eGv)GlXwSCjbq~&slwh4k-#@cAk@S+H_VRbp);SH|is-duQo) z(qr=$%jJWCi{rycKhpi27l_!*^$sG=---NVpNMOD?y7nB7+!eLAx{k4(ui$|;EQ^X z^Vq>Z1-idP%rntyWuO$w>v0j+QLZgBr+(x1YmQ%pVgD%5G&L9!Z^KAStA0$w+TS3U z`WqirOQl;>tb&Qy_X+0vNh7a1#g9(4x>?aF(48)}3fZ=lOgG%p@{yv3lZ6fvM>3(* z!?sy=MhsX#;zfN5+Y~!HsKv0HHsI9arr*c}>(BFvVG@2f8V%e`2@5)g6?{+O_Yd{sd|pL{m@SROmU8SQpUI%Pf)CI3taQG@64j{!2DZp?SvsFfP0#U%54HiE4`Ow@HASng$CXs!11?Yz1Y zZ!4wCJSK12GhjrsqS(o|x|MII*&vCP+0r3Py{*=*8)17&vpF^O9;_a##@xXM zaIajIYU;e6iDk~&wtmojzUrrQNcS5jhEOK4tza1lRl<96=;nO%-321n=a%EbU6u3# zYfr>p6MnhWF!^w3tOV`f-}C6_0TGrvN4{qTqa0Q4y6=7YnhiH}e`>u>wb z>})Svf#|aS&WB2--~Z|Wxtwk{$_Vw$c&I1^1s+7nBPc!gdfG9k#)_cIZ$XEf24?a1tSHhSOTmJy zu@X2YmL&Qf2kEbgDC*^kuofuzFpTv76otv4eOd4s{v#+fITqO+sU=3V5k-wU=FHSt zq$#*;1FJW_be%KY2FdI{DatY~%qp-J7mi`aPxG{qUR zlOHH>_oH%C1;bI#v;&|prDd$uzKF?Y`?B)_vw_z4n1eUBHXDuiyy- zj@qZJkH)T6Rq33!W(7&2+zzLqgVMB(&{X@x)h*TJgVa$x_FmX)Mj6}%%aYQtw&H?6 zVhw5YXaBOcY4%FCXp-js=&ID&@L1y#CZVtla%(FF-j4Wg_YzU00kx^$64&&7Hne== zWm-=i{Mb^PYi2DUWFyaxPj$wAJaCfADLs+z!W8P~KO1FoS6H-5R`S@?ba@#5AsX^|jC8TrlE ze*hG$yx7>&Li;v$V4kbsj4uWsV!6TrcyFw|+J8muYI6;@k+{H=w*3hagkJYd8_-@` zLV&fM!c(ql-5qB|=Fe!M0l>=m&Qv?y`FxbC61Bd*)Ys&K&J>N-PV!M2RyHolT0f0b z!6o&a5B^APfBX**oK3b#PF6*)%;G|qu{3{(xByq1Sf%n~jDbf>Y$JYDK8jQA^w!>6 zeeHkH`bJ9*i)Or_7Y7E}dSe0;i>RTToUydop-8Kj?Mn})OdzN!x*f#YpW7$Ul1FV1 z>Gy-&jLGm!2lnX%c@u9Z%+CW5FWo(;wGHooWd4sYCBb)#gU24y+2IketmT^{nIm*q zhblU=Oh8>8Mj5yCa5ztL(3=@4Ec7f3tZ}%Ug*9Sfz0YqmhyO*mulqI>r8PPekrvR7 zC%>tZywDY(B9sBvp;l&Ex!4Y3oOth?(=-F!WriEjVHc%Gn>;k$FR#|`tX^%?s$bpX z953{h9lNTITF~)vEvBa)Sx}*vEg3(VsxICHT0fU=&A8g5tPI)Y5vm1GJ4pCV{GAon zSJ%ygFwLq2FuB0lLkZFS31cIcZA5KypW?%NU zTV{`_++qPq+OiBkH!X=17>2h4jTyY!a|>-=h&SDlylp9DEnlTSj~TS8i^D2B4rW~5 zO1i3iZx$^titDrcg;MGO)vW(Q9+*-TBq)TkB=Zp30)N;V1_|m7n-^=*oZR^tC%`iz z#6ag$athxid$>&A~4A4T)-y#Jn%bTn?W z*~(v3H<#yHO<`tMWAU`NV(4_HL*x+UzQje$ZoL8o6qpMwE=+ML=DXJ$u+&zYhjq6T z*VZrsgw0zaqYYK1yvViwd)NZ7ZEkK1x4UP!`cuf~o6V*Nm8!NY47*!1>tUFr=A$^t z*gX|o2PLSL6CCh;Y5993TVQBSZN@HUbJ<1-xcur;@r@g*AVFH>@NzU-)r1++HD&&= zZF%OcQGr)JZ4LGJ0!Fu;-M4Z{3zf6@b?v};gXo|89oSu_&O;Y=k+js|~qL6ixSXXS8ht;;qYq-L#Knt!Rk5o-_~M_6%~kr-je>uMu7X%;ei1ry00)6$qm>n>$)z#E*E!KIZ%oYbMdb!wNh4{M}}&S%-3|umyh{uGTx~Ua(35>Hb9W zw?*a;!6{!fUgSVaS`V>}nlhcX>P}#C{W+z_N}?>q$vt?onSU$}!J!h=s(0Xa2~WQo z{mLw#!@rS&=yZ9epV+Jt<8$96#ISwqBk(*>gLvy{;w`V-%S9yIzl+IDmtCc#ULRz2 z*kQ2~G>D+7SCDRMQw8{;2~plqK!5uvV$MrY&p=L4vRd)l(vI(;t%<|EhGd&~8SX*H zkobBza-1fRG_6f!zJ`jsrB~`R;Ns1pBT7=k%vOfxO;AjXYN>Gvs8=*pqRzReC2H zJy?G<#Eiz5bp&B3UA?8B!Azyv?2@Cjsppt4MaQk~LOQT)d%x4mf_a-*{f@P)F#!Dp z=3oPb6s+k5pj0wif$g73J#YEHEbQxQOjVf1QhVAL33QfAyLFdV+=fxwTi0j&{mWf9 z&Hiln^0Gk=e2`lD4++-H{`vXlc%&fNb3hQXzQtfsbIJ~NDT7woB#75`z90=VohCVM z4uVS^0nm}o{f0!XVw|USeN*L_ap?8a8(Nv$TQ8FdI%0gWHvkwO-d&m?(~0$k@sS!q zUO8Xwjv|FiuEl;~*#NUtwOrnt?;!lVdvFIhTjR*IGDDt`)Zk;fnKLj{>Q;s)vPw>! zd#UFgBC>a4G-HaM%|!v{yjZm8Q`R6YHVz>|W|>AJJRCdl8KSGtAo2>8JA)XF zbSe94wh1&z$Y8|O0yL^}yCZm<#?AVo%#J=1tw?B}fIz%T@54@#E}YHw@@uvDUwNal zu+zj21KZGa zG_8NZkr#ZRBOV^1bI1@czO%238xjk2u#b;tq{Sdu4$Qi(fN<{Wo>3ow8-9FDQ`7IX z#HWa|J;SiVhz)Qfl@ZEVA=|yDG_anDBCcNVoNRw}92+zpt=U)Aj!JBAzeZ`jtix;z zJK>`g8|R6RlpI($b`-iQ-q*f&6T#7uMr9yQ|F`Y$|KI%omw|+m;-$UmJs^oD%@vh> zX!B={+~Hi(@*6u0r{;Yj45UFn&`w%DbULJucJvM4;w2O9I_u|&bR&hW7%(JAx!Zcv z@H8mF-8$-3RJz+O5SGCoTPoC4=lL72njGrzGvBOM|GIH%#3O9w>2q&h{ZpWYo6V)$ zR?}f9HtIk-+VU@$E&x-{$-wLKU~0r3e=b??3Om2WU*xbrzT&H;s+}X`_rdEj$|;w} zKM!kmN7r{Hqkk4gsadT>M4VQS9`U_&l$zY7oe4pg<6p+FDq)J}hT(PI#_n`^m^fb8 zF2$;G?bI2w2Q7R$$8qR2=VNWo#Zs>#tn>TWj6sv9*cNnIL=C|dS*ij5l^DNIY{eO5ApdPobIgOM~i}c;ybyMlTAZrN7+w#^)GcR-A3P_M>78n3?T^)p%gA>yldm@oxNK5h)aEB_moO6Q+SjTC>=*F2Xm2oNl{J#$e!e?~0eVGdc=s;` znR68yYnvFHZY+r!lzx-=n6wu^6<$+tw2B%RgqvDJi(tQo1X*QXea=~A@FPW3>;wxa zl(8p>UX)i|e{Xd?7`M49QOsc8&H8S3pOfTU*cf{cd>c>rNrvYTyMlvw6}uHwmijK) z+wMWOH585XrcNZ>P)N+gvs7eew?B=K?fQeUu{Eo{E@2Dl&?)Yf@lUq&S@VqT zDBZ=M1E%V4xt1GaBsL`0!E6Gl^upFjmZ-uL&gc|GJ2^i|A|2u0Ya5mOQtwdEiJiQi z!OS8;*{4P8lRDs>FX@WE*GC{~19JLn$vxIIW9fQ%puuQEVBj-r;J~$5utbPMfDZq{ zgKVJdmFMR8cMLqAykBE7gg(xCg(Vx~v3^9gi9mrr9Qj76+@pJ(BIkVZ;>zM>Lnro? zzu|5PwKi4dr;u%U_{;`6)>B93%x=pH`R07=m7qsQotdal_2eq!@xMVc1A>XgqXV@; zdVM-;-{Mt$y+d$D#OTib^TWtXg*RQ{XiqE|Axo=a7Zo=fMnpujnnK-K2@6|7&^)!x zoTyDLO+p$Eo2AFcVv9Of<=a6M(SWjjuV@X74X(g;b`V14h| zsE~isO!ffySiX3t8)Q(j?pdj;$nyn8WHZP61q3%y-#TPA1&7Up1~KJpuc1pAt4eqICjj<(?yRS(0Nd(=`ylP1BAP1_j^R}=DDyRBA4 z?F>h5BI21V`fY3X^kKp=J!b0!?J1|L_(<{+TR~WF?pw3vX;Ajf>oIcouY<85bp3`d zLUg6y2gDvlhEdOq_cfGR|L*c+wz;arRdx(6^=4Uhzc{>pqYLk{exa-L7e-^m`ZpR4 z%ZSyBxm@W*$sxH(cenShe)sDorM&jZEWZ@dQ4*=!=$A&e4L8s~Ypg;{#}@%u4~6k` zSouCqnSHp74=pMLrSatB5ql=D2Sh_>Xu#&y4rNDqzPWK<(oZ0yjj)ZuJ|FWUeQA4! zL@_ya>5CGy|IkV?0(|i$T`?q$A?yhok8_k#u>!GSv210FZrpnkyAlM*Ac__9%>%%M z5`+kVJY}sLOGo$#MZZ7`bpS|nakVA20 zj}Ejs7>Cybv!ets8Y!7_es;+AnSZA#Z&cWjCf(>Dd*;^mAf7>a65%l>8h56L^jOGT zz~7mEj+XbCRZxV~=2*=6A#CW*-jxM>tGRylADZa?Kf@iKO@o-mk2O$9E)nC)Azhv(jjSysumgBia-hqE_{!aDGVENOC zCm$=2$_VMJFB)d?8{(Bvy{cUJt}6Sn)bNY7%~IdfO0#E6G|mpa%fLls)~|}Y|IonG zb;e31%k{VIsq#C&9{0Qf+zDMmheKYfVrg1AYVT8jky$&wXp}*th~)+0l+!n&2#($D zW{JZ$9ym@v(U`2Rg)8jBWy|-U*&v$!1lAEdjDKuP;GXYa-!w-1RGRxm!y=zvK?7=?Yd;b_8=kswpKTZdvoD1Hab&0NV zeiV%{VxIPLys1*5sy%!)CtPJot!wMs#5%&f)bC~>ya49$3xQ;T#vRY-Z%T$a=C_RB zV$qU%um51XY8E}if0Q||>($X8ad&h7SIhqGX{Cq4cvkL;|1Qt9aCzUWu0O@C^g~@r z-U@x^E8zIk6`S41+8xHf$99tZb+wa&z|2AV?fj^AN+1T#i`Yz0s24KEL`?oX71o=o z#NMFuC4ldBu4^qR#W`#=ktQws8&VW^(U73%pQ8`CuEhZYxT6R4`T zCLjN0#bkM~34kH6!HA-tZRhNjmXG4OK@4Nw#_VL})S2r{svK-g=&*EnrkDaF3tT9T zINMmCsHlrN%EL^;<1hYx(ckkkAARArlC{Bp;GoDX4h>mwE~s`6UE)8(VriaM{`$|9 z_j4QKutQne2U*kigF;B%VwhMK10$eu-}d-P@h0nhGciLT&DDK@?6Q5|=#Enf0<(pT5JN#x7rlFGi!Ak#+gDOs(dziR?8OZ<8~ntCMP zY6EvqNtYcIw?Nz^+2s}<6m}w*#P%{S7&5-RR6lo4xYuk8X}hWMNflAY7*E=vmX+*0 zSgOlXld;yif7@s9{`_iE=TYUnZ(Bq*!sy$rfHo{EKky&a4Svvts_p0Ys6>c>di81a z787W<-{D3%&k`12t1Zm;#1tXPyYmYhW6IZpLL&uPBYm+AIx1`zY$ZqmtQ)^Fz>3cm zp1-mu>D7v}g22bGtit3zcIiNrbOxZ17@3SkhWKb%S-7wjt*PJLnt0yaNEb;CsPK{o za&AO#9q6zIHv;>hAJb1?%|EXtco~Z&z=}qse>6y7TgQS`5ExF;=@sPn^KJfS66CHs zW3qYZPpqm11h;&-NLuTY@Eglv!8P21)-jg~yS;~bGRymUey4Mh8`WR6Px5llm#CSV z47AFyXGy)%EFHJ%bYyKyPE7DGLF(4?y#u1?I?x-qF$@iq;M#`ks=%pNiKh2w!vwqH zBHmb_x%H~;%5)B25hyq}Hq)xrqQHTqrK?e-fPg=+@c+ zBU@!ZKiSPJu(E}4jQuw2hJQI=T$pE~&IcCNL2xFMs*>{<;u1|~`HSClF?`A{aGHqD zx+(*m$FFQ`HP$ll=&gH!r`hsQpR4=apzYSAhvT85D}Kz?w;5aPVlUM1@76Wv^(hlO zE^-BP-z@nqcS=7x%dz=?B+Qn?ByHk$x% zeBRHOe;khaYW1TxUS^8ta`GREWs#2X)FD3rm{{9lO*Q*v?s6ypoe*qKooYGLmi|MQ zQtx=O&)e9&1KlO}9z_l{#rl~F`_nwnEii1M(2Nq$J;W_-0C?G|$lAZ;di4WqLt`t0 z?;x6FGp#m4;gw*p8~c5dJo&Gvq90A2C#&&eb0?y@l9*c4Gd_FbzHE(kNNj`wX{u06 zDf_`r$5}_%^Ic_-!c)4Ktjm|2ceBPp0Rr8HQh{(Lt4gn=DEFpvlc}ohOOIFzu7pZ1 zg4tRv#Ou!S0_V9^U_-3{z#_0Pb#x_kYu^1IwA#gCv7=MOE2ua#>K3r(8}%QWPa)gf zM+Xd~RL?p-K(W37h)m^aiE|z`J~4?Qp}c!Qu@vzi<>sP6=Wz$$i(|4=KWCy{iad@7 z8l)8Yjphi>_I^jksfNy~x|QM$4YdbRs2Vz{emiUrVFn2AgKEHmF2@3;(`${eHAn>N z*(!d}y&yUOuf1{L01w+zWKf_zzn(O-i8Br~)Sn+fO~#OKH^-obwq}wA$iHN`e7=2d z6qGlET}4Wl`rN6Zxjk_F7lc3OmjZa?ot*Ki^*UbOy5X-yA_umd=&q*^m3%ka6uime zZZUriy`q<+l~KPC=Ue)x^k}81(^&;DY?YnnUs0xM5Y9h!H^jg8tnGNapu*_W@+!wu zoD4`rh@@jHLJ&Y1lm0_{Z5jESmjSU*r5`|yqX3u0@1ku_*`q^g-Nh|V?ARBR4Y?!! z4^M9u)>ijL{icPMmbOr!xTHv-5ZpBZTHK1eySrO~;*tUdic?$@+}+(ZI20@H0Rr#I z|9s~=7kT!Ri(Dkxd#yFc9P>9G97)I5bNaQeo;S2w2c-2EPg&a-j7WsCd#6L+G44u617ClE;fX%a0ydIc4l9-SdD%t9p)qoC9>c zBlZth40~%7?cRHignx(df6i~3(hbIg%!*bIvsPx?%_qq>H9jFsnyCB7T9m+Z@G7W@ z_tG(9ppQkjx7l%tN6g&c;c}&h*3@O7)>~Jsi?Yw_WuDnQYpP1F^t|Y+4a>@V^+>~8 z`#nU^uMlet5{wSiD>cs)qUvyV`ib?L&%)osb5M-MpDUhK+oG-QFNS3ZWKB&>;}tcl zkB^jmR%F^oSm_)YcC=n)`duNw7DC~Qq8r%#52ETLW1~hx)oMf5xFl4aZWFR|(!JWT zBz>ey&%D51clu)&Su)_+S5t9}!4c{-kp)52YR0?b$DkA1KxsvRt+wEvZVxJL5r~DN; zW61Rtm(O{Hh5#jI%1zrQ+jHRBMg4Lq%H7e3+-<6v32%&;Yk0wDL(og_7v8U47;R_pwnIZRrnEPc&UEzkbaIW7(Z? zU^!v-s2=(#V9G%922Ff!p*R~prEn;pI_tzsx{sUNNW(ifNaD0uyF?eIEk|3^Bwe@U zh9L%dc?Ovl^C#Zr^wUe@ukGld18ajf$iTSL)kNxY(^|@kZ5LegdBV%~X~8oASYD1LyY2x?+ow zl6zT;`v}DMuVg2*cLCPM23e^ANe%YK<@h?%JUauA!n){Al{j23L^|rV`qPwCFGZ*| z4(_Jva;9>H*@J9v;?56a84z@H;<_}+Vn{7P;6dd50iu?b^%@jY!k?fp3B3)cxYzhq zMpWZsKJ$cOVjDtWW6x1nCnJ#vQ?^LR@9mI)*-*+PuR%v8wgncz+J zn=m?QOhwN4NO;!G#G9o1rl3LLXYSkYInT0`sA~6fqGR!rIh zu*>M8v~^so8APA-P$6#(ozK_?O9dtTi-vCPV7ufgBO=&Y8G)gG2zPIm;J%M5 zWe*2`5_cn-fHXm~FARP5g+Bpf+_~%1dl1&`Wd4gC@y??Oj2k$A0fNf>biphukLhp8_>1pbx+lFWS18lcTyU9eH^s~z?Vs{Hx0FW{Xx#yUVqi4dWS zmk1IP`jw@1%S77V_@i0E-wodj(b5{8(LR&rpY1^T-@B3d`({++P)Fe)kkv-C~`Lk!$N=R>D3oB=8e(Y2dq;=#2X3C1aK(g}n;EAW^|0 zobvOVaqu(!V`U&TNo$*K5pAvYtBT43$LokAYRA=Yq^i~Q&&9NMKOm;}lcA8qK6F$( zP829xW9sj2e7R^aX1fde>)K#xJb(p}SACgO%G`p^5ID)ZtN9h%kCn5PRqu1_~Ipm;Sk@ipd|63CIQ2yxD_fU&vS-w`sT}bv8!oi zcTpuDQ!&SSIB>AUZY6D>xhdf(;HEWy>Yr5zN?<^doX=;>Hy0*huPK=NT4D>E38<7c zz9qPPYj#uMKFRXeP8a^eL7668g}232>zw~``4Ze;ImhHO| zniE{=0l-hi$!CNUQd^j>J|<8*g?tuXoQjY?ArbMkyecf13!R%)`BKEv8aZydwwaC$ z5D!e^wDSZ*8W&n2nIK%y_yeYTVTilf~2Tq8aeBlB2cXaQCz9 zXon=76Gpn=8OIa~72K-`6TrLrI}#J0!~^Z&%z75->pG-!fgX4WB?pu5OXY0PB88s% z&u!a#D@E2Vwd142XO7(bbya5VrZ5|lYeshe@`<+MtSq!2JTX;fiG7%s*^#T)Du{U@ z{@sB|#5qO)9u9X$TN^$gM^w(gqLT`0i|{3T+^nZON*+3&O{&er-oBPoz^$%mXF;*g zCo{61N|YzyHVOWsJ?saS)uX?os&d!#o^Cvw61`~8#mjcnnd?{`5iW zlUFd_pj2D(g{3F{T@#ogYj zBf4JpJgCjRrpHSu%6+=T2_2jApMuU{*}(AZ_vI|1H3!c6nA)=>=9HEK`_3^M_VeLe zy4ErGVUZpk9W{2jVcojW>_4coqrl ze*wWA;8wW}D212gT^)pAd8F+xjyopU<|V^v6-I-xVLtc5*LZmc3`UZVS2VCBMKMKU z2-CFd^8xTF?WnfyI7D#R8|YfK2e>Jg{V3!SL93yn9JUqyX5>7fXuAF1xn`%*OWSFY zwUiF&rg+&zM=0|i%v3l)3r;rkAHWhw%3Eyj2tUrL3hEgUHuY^#jPgB4NnzBvOV-L$ z()%5Q=OYV~>Y1ZtkNa^?h1kw;MHvhK5!c7fFI5ultZF~J1Uz@1Avre8p&~>AH-K+L z({#m(S8?PQv;zDSPjH8uCq5tvdIA`y=%(OyTL`I>;dh}V{?pi3eQf2DH;gKlyC<+Ek*01Yis5oOvhp2&m_+aDgO}GV`{Iv{yrwz*#=DqcJkJyqk^P$2JWiE@CbA|C+y%!xh)SwQw0iLW%XBjCAu%#XEU8Z zYY#2Z?A8#oJa6dsw|o%R?%G`$)nb18D6ari->xEoe>nHMFYJKP*KFy2o!*(XzfE1z z`ogH(8@~T;QERk(ahlOSw-8J8Eeu;Azpr8)$?*cu`# za#`f94!QBQ;$_5rFT#IytW45a)!-Ud-`bou2cFs+!!(oH8Mt6Qy|dsyywfa2e(BEs za8)6`tbca${k)cmM7W}74_PVwkAI-RbOg49#LKTeo2S}QllnAU`X*TD?VjU9j`PZ# zJ=wz+Uj!XrvsrUS57uqz$p_OJM_{Nm4Gk(P@V)(Ys<64pUPSHbk&I)9ms;?kmUENu zW~}R_6lLA^~%)|4`Tp50*xD2iMWf*gI zU;J(U(7{#ygX!@2et-pM71}4c?oN5{1fp(TBsI+>|9Y0C@6mxdJg&WPq3ky$c_^wOo0!0O*a>et^Z9Y>r>;*}?_ahKLb&#rHy zPnT6+3)e?RyC+iAJ85C8wTB~THrsH&oe@5+&RSC>SKY-o0x04_&fybYJZL|*^3(Lx zo|)6~+~mgnf-c-o?L0fmtt!{1!JdvTrkK)sy81@blSfI8QZd$_zV6IdW5!`zS0W9R zt|6jI_Z(}_&>cyulBj(akW?x+vZC|#_?n5!5NFMrH~+hP`eiF#g0+i5Hic0$z z?&|tMV}m!q{TDv({NN9Y`zZ@L9w`;Nc_MA;(uww@OC1jL;1v^Cf}#wkW$t7hZogp! z5#nnA$DE&V_?Ms1H3^3CVnqz28x&|imOy(3C03w&D5!gveEXRax9Z6M)fIfS5oNwr zQv2yFVQmoMDQ3qmr57~AKjDycyWVw*yNV8kMZZrWQ=BSiUDl{(s7%TPoX(YM)G%q3n{7GrBg4{HVi-lZ?NsY28N_G ztkGxpPT3|bkFYP*^Dq1ucfOmS{Y03@Sw?ijABeQl6%dsF2U)5!eY6hT^zEVUbu|Fq zqA|4h*ZYiT!G62?0k;efEgI#}A4Es4ymiGLkF^+g*y~v-S21^%i3@I| zL~*&{dq17#IXAggFuA``dV~S>Z$iyol0A$9Ul%{%WYB2CeaNE&Ng&f~EgB-BtF58J zYQE@#nK&r5lc93+t0zH%Ex39`?yN_O*h+ajVj!5^DMl?IxJ@xPjHF^q%jjD~9smbW zVjExc=l}R0|G!ymLpnc`rUhZ=^XChj$?=4ZT2p46qfH+xhXk%LD&ZA}I}p60C3H)O zh2s~)X^v8>Gm4piAW(K0w<%Kr%0Jisp+4G?X&nib!;YhlrzBx&=YR3budq?yaI>(b z5T-)zJI>FW7zVlR>T!dAJD<q_=BLHE^aVLadc_*_9T<^0G+SLHL#>@m2r+ujd80 zu5opTnt?S^VP+Aq%;Hr9KF9Yj3^Q060X%;VG5<7nAWJNr`B-etmKPtlFHHAt_Xuwz zV6xLTI^;7^R!F$oV>-&*W=o$|wZ0X5xqcLzVjFmjeVM7c3F#H#dIHzd(v&8x+qf=t z3;(dJP% z3$b<}T=sif;>sN}K(YfIz&Vm*19@+-AleWo)#(S_(gjIV)4_>jOu$HRlg1v zFTJkfy+3HGD$qNCPiW}?Menk6$`FQO4s6(&Oiy&b%b{c(pGRr=yU%aaE6a$^w|O5N zDmFbHPbPjd8~X6*S?==8A^DWRALlEkFRX;48`w?E5XM?J8^P=t?Br5ywhSikaKq<$ z-y^GWv5~uL3Y^yfBG-Z6t7fbujstIT#j*>0*`lcpBiG-vw7xb?ns!^i%9OIgxDC&B zUT@ew)=L=>d3QBN+~cDjbut?|T7tJi zn@Y>PFKJe~kWf6($AXr%7v}><`5eeWH?tnxRoz}aYd?Rgl*$m=ENn-rw8gaQ$B=(` zu<_8dWf-32-qva~RJ`BtqFpNpz`u%;$B`7&Lv>}mSn$}aMX0O9VP0V7XAapJb8fNnM%Tx2yHHhmG6<-_fj-e zxcb0DxuahP47^M&F#rVph*wpee1>Z(=gUpL24AdJ zb`C{MjB>?sQ7`w|+sy^m`E_v{n!JXxIgXPrcsN7tG+ZPj7Cxw35&e~+PMXT&zvzy^ zJIt~fvrztT>V8C{dd8uG;va{11Q!1wKZ-*u!OOKr1J}`x#q9BLlQ)&*IhKlRCoGE; zJcsE@XmvRxNdo@Oy|M6e`na#9BglT@4%e;s)j?0MDFdP3~**_>A z?uOYaPaH8N{ns*a9Q^A5{xNmSl;*SE@c7{JcjXI^hd`fZurhOeMb~1Y%uQsc6avrZ zrC1l$Z`fr#AZbq7 z)=9m{x87x@p`@q#q76^I*s!pF4opU3jU~nyLAw)1#F5b((mAtFq&9}jX$pgvCY6ml zsQAg4{{Zs-pxp?Vqy0uk=Pp9%C))Ux_Kbx5hb5dYE@^iE>GQms2QeA*X#u#rpA$Zo z*46(!FpIN>Iu#}D>{C&>91m3h%6+YV#C5zcq)UO8rh>HygiQzHlGoW zg27XIMv=^l3@%%;2XYEI98I*r6-GSO0Lx}-O4DK~M1qQi8> zfTtAK<`Ziukr!IQAoo^xBgcqg{A{=E4I}BtSLF}35%~>qZ^BsXccS`N=%)q#y5K4% zl@)yn^xPRdtY^Lpup1bOcxz@!6&|lhBU@Ls@yeFmhnV9I~eiHJ`*y@M+ZsTq<7 z{iI6H`oN>RvQ^zBn?T$;MMca)3>e;APDMTsMm*7kE3MNp(pljw zndpTLseNSs$2H#;aC5WVV@O=y{?V%D(|jb{zOFHi{)LJpz;E$jP-C~zl2V87N3GOc zmYV)-fSNb^e*ot|ri7>+K}_tt9QgakKc=f^{l|@WpMF3e_B9(d<51qv!0tySV9!p& z-z`}BZ9L~93c3EXbA=${{%eN&!4*0z<#LDzn)MlBNjd=SsK=Ge z)v{c|xjHVl^)I~+D0jm4Z2#heeU>%pry*Mh${I&<{|hX6ujpn;(l8t83Z-1)IZ!ys2cm3;D%zmy7HghiX1yPoa!-o%z4q#W*A zFVOB}((Qj}cwoo@qE&%#L5JA$H}dJ|*gxj_LqS%8(IJ@|w|9-6SWyZGqd~0Upbbbk zm|-%24vie1H8hD@9&3!^&5)1#VEn_2l+r~EUJD+>*;tm8QWUWr_2W6~@)OzmTzBB^ zyZTkPd$Nmg84It>R7e+YbFI^zf0tUTjy|fG*JDuWobg^AA1JYlyU4PQvU` za=iVL8~6KQQ7sd+75OCOCp){-NT#QuQ7Ojt)eNsDzV^C{p`i}90-4xbI>Hut3YP;2 zmwl2mr^*Ss#9mS{6UaOAJ=T<;-s1YF$)THbN*fAhP|$55M1XXu~Ix^VuF~DIP4USnUHCY>t7bPgxA%U$oVLHA|my zW6b+~cBGohiWi8#9Oc>$X>X^5(3)j)#SnJm4%FGLbP?9>xhM3sZ?>jd+MmdksB}r$ zy;YsEW3@06J1gqe@{M$7F}M#*`Z44hDYU(2twiAW z@tiWWHQ-abZ#q)y#Gzcdbq5^u3lNaB?YYK2f9kPcPuA97Q3U7R-S;MdvF8&#Q7>M~ zh;Q#!gNu-%oBD4Ce8lQH>XOL|^yhEETI-}&|2Rb?{K&T;uMXD;vWMm?(g+1Eb^x41 z$UTgx<+cY!aV0ygILP)!_MsN1uHrwlFf6fSdZ``#UkCix0vS_3XB4BR2x_a3&5gin z6yNhNAlO%q00V@CbLl^raPCiR?D1NZNI48zHsEu( zE50Q24K2socL7tB3Jkht#BMxX4-plx)Lqmqe(3`S8*_h$6gu#;%K&G}{>s;PkUDst z{rgLb?UL;#p1Zc6M zCc`7&p)HBn+hjoF>I^B>+|n{Q18i8U1*|~-L)ZsJ3KZ8C(^W^r?Mxx64RS0h6LL*K zADBR^`M=d4{Uz z$)v%0DS|3{h1|D1Dg{*i9A&I~e^&g&=GnHaPKf2)A>9l6fj2sTsZPISb_C{Ht5But zi>W;ssl{t+Je@I1r^U300w~*NOcKcHvbYBmC?@RWUEIb!-$*82Iob1+ z(7Kj9)BJz$SLE}A@R|l1;G2fRS`uax9X(WlEWfL?t7G6DeudZc#6a|>_UXx08-q;n z0ztq5G>g}Tw|WCZ^V&_S!5><@U!IA*1Lu|lHQ0|a<28Zvi+L*a+NET%?+gdd?H+T4 z`8esf>8wNqiO~M(Vt8^p$BPDJ#pas{wlU@|4}w|>{sEEZ`C2dtPt`OO8BVx$$ahQZ z;aN4Z!_M09O0RVL#rG#35?bKJDAeby-my;WNQNeRES}gF7nF3E;B7oZ@kDq6A>>|m zJhs$TVA>IvAMpOo8R@$6T>5Ph)CfSK88yVr`9{qe-~91!W1~24Q2(Tq!1lfu>|fyP z5D_%s)~=Sot3`L#W79a)nDjXL;Eu&V-HRuN_O!#=0OtDyD-DkrTs7< z!DEKD##m?%ATN8JkxJc~i0uq+4m{w)araZ*9sF5>IiDTAg*RqmZG1A7F@(v1GW`r* z*kL_ESagpSa%@H(^q|mvZyM2c99P(GQJ-Y0=JieXF9r2tS3YFzSvUsL>rfwQme4e& zd}yk`eWxK&7YAe;;!jXt3u0h6+3_?(ufOMpT4-)~U41%5TIjZd1G9SjvaMTsydIPT zTiW~X+0b?gJjG4>D*g5PgTzkl15f=`v}?Zu!xL36P9P3H+#dG37#b+DW=~1|B-2%r^~n$$EWZrQBtNrPeR;-2O!uBnNG l1r>%h{Yjw|{b7q}JU zu{YB|xJguP>Gz~GLMzvD6n<)_S8O$*g`AkKb1-k4V=*-0Vozpd0e3@ODQACM^kWT6 z1Kr#P2=z*3M`=O8f?t~HeoW`3$i41wHeAl$SSPG0jqyTHv}spq8^7$1-09J`nsj#z zPOY*iA)Ag_q`?{<*GnL)Xy?At2IIsV?l1`t!=ErLCHQ>#oc5p0-6-jT#bU*sfi;p1 zUz4Bjs)CM=@n08MFJW==seTg{v~Tgw62}k%$QHUN!CqK3gG$g5H)y1F9E6^oCAV`i z4_gRltUYrW zNrQehT*L>*2gl}`-}J*v zD=NvD{8$pnAq*h<6?o1h3Pc@0@ZlS5@YlyHb(FgaE{oKy~3pM(` zSHF%2X|MXNcT5YN2<5Ty!ma}K!yR-B1v1>OJ(Cx&veub@Qe%c0+s*e2GS6n@nRfET zxF%EKr#f$*ivP7LdPEFl2l$9VJA2*d-5ZnQ<1_A;^dO(5W?-5*neUJFP`9rVo9n9P zX>{!G@>>jolBZh)oArDFJ`2dB>dx~jN@6Wq<;=}dnD}`2%}oO%aRz|HwAm18**I3$ z+)on3RSy+652AvTt|QUaNeG*Xp~6Y zfQZgX49K`uV}BROI!Wh3c;QS>`UdRD&Vc=!1U}oQDl>gurfOcME8+h7>9ra=D%LM^ zJA0{F*PC1&8OWv>Fu*aRuEAAW5OWl|)t|V`fH6u34Jk72xZvdtz=&loPu?Iy;9EfwRjD@!*=wF4+e)&(!*> zyfHs#iy#|*wFhkRm*eE1DtUf$HQ1*dn>?U6!$JfU8pk(m)z3@;k${J>WdHIgh@Yys zdInM_TPwDb^ry zYmD>eVe_xce)Aj@6<{@;@dvc{^7@HtwGp0Co2l|3(V`$HAO9zd6T3Ns3R2*2>ALls z^=kFa)=gF}`J$y9izpkaE*2^D{V;AWWOB~N7t%dJA+??Twqhmn@0t#ws$JWB8p z7ySdZF}1s#&B|<^LVaNAmVNbbGuHaJ^nM)YyM?K`2_DNo<-FLJxH0u(u4g0Kv69ju zo{tw|aHaA#NBL;&sgv5&?@O+4dR_SM!XUEWrvB9Zxs$K{!ZbkECo)7X`T9r@z2ezQ znEHOO=cs82qsPQ>8tF87)h{h<8ix+4N!lPsp9aZ7I=byJh61oEXdr zI#>_Q#wVGaIX;^Y#(UaoV9vmXY^cqZg8EO~ z)O2Lj?O~rs!VwBRPK?28}CX2LNm2-;eKPFI@ zeE@i$sG6lA+U;sp(e zRu22~GZk3*RU8 zJ+4%dME(Q_&@#lefflXGRIRnL)Ekv02w%MT*4h$9Vvaqs%Y;vS=X{{4k1w&fO_M`3 zSzaOdS(^f&<=%-l3T7wYOU3$8688GEN4nB+Do&Fc>mN+~(VI0yWZ}={FS!tY!Xo)e zvVO0*Zf`A!@s|9nkW*O#j*{L2`pg%;Msdz8`A(&KULEngN?sZ_FvDnmxURM;vB353 zApTR|7pt_sUfU(}$BV%2MM#B#y`x_2yZ$;%&ytrw_u4Reav#drF4{x=u&T4?TeEGa zK|C0a!Q#t$yvSv$7{LIZEkwa>1WK^lI*X|`VJ=@%Es-?xKftO(_*uoqHZ7^7vIrR@ zDp4VSHB)i?{(@vmafns?ueiyispAT_O6UhY$IM`eJTX6|FZKoh z$=4^UIoXWRs26DHXqk^~%f~0}G~x8<08T-sxARdMK0kNwDPNuQMO~M*e6GvXIq_m> zNoJ&#y7*NZ5=TsxG=4zj(H;=VB?-GISn>$`U8%P%aFt&@>sDMiW1hSNkU62VZ!*a_ zS?;8KP)qw--EkvRUDMpcJE;h(`nnDpRGdl>^an}zgEqek@Yc~y$-LXFmB(=)2WWi$ zp$|@dbx}FBO0Y*+GP+kn2`a8W8-R)*WEuRP4>ZETjEkiP8=vHORQLkJ6Lo}%304iu z(P_HXBQCLH3GDv=G91J+Ok0Hi`3o+OJ9o&C*f|T`2QrQG@|I1YvfnKaRB&;}S4=f%DQov%U~`n9LIaPcx^jBKjhemIjRZ@OtS9FH7Fxog_*_#=JxejPrUf^D}VjVP`Nw*;4*#P z=Y!b#*AoZ&3KdW39f3DvJ^a^|NLj3)4vfbqb!Ssu$;(UR-!EC=E?|K92p+ zAn*WuYn@D8PcQQ=y_qtv&|^E>XJ1_ufHQl~p~btlTk;8A$(h@bwZXE)<$?$5)hGh! zz9n6Wu0jQo>rV6Ni4k|oM)FaaiPmVtj5s+C6Ia9BK)g-p0GKGHXTAXs!5tU7E3N$f zm21pPIC@*(6i4G}#2%=h0_yfR9~ZSV>h#yblfB+_Yf|x_s~3gmtdvl%auq+sv#CD5 z@DKkF@OJ9#_Te`0_AD^e!jJ2$9Ed~Rh__;W>&eHkmoYl%ffEJ5dfuk_gzqhdszs|b zooL1__IQy{z=84(I{2$&GYw4nAHe7I=?V9Vz6Nc0Eb59bSQ#o%a7mFP`H*T-{Z5ikY7K%ul}`jNVyG(Z;#nX!?$|S0sfT(JP!~`(&Qg^i z!$rcMZ)-hd3Yln_t#!6rP=M%jS&n&bBI@whd40NgIbb}+0Wwo}NRo(*@*AL9ec|S6 zU6NLJ1zw-VIcAz_Ge$d)#0dWw==z>Zb+(g+QPQpZS9>X&;w_iNk56JrltYnP0Rr<+ zhOdzZMisY~9nRQ+>kywtZ_>F@sC6-Fv1_@}^3VVmW*taydZhb=ANc;@UZMs!OGvNZ z`CzwQ8l57!euEW0f7J6wTcLPta)J`IW;oj-nRh`bn>6H(58lXa=S}ZIgm}BqDL%if zrj&JazA_076w{|q-3AhS`8@uSKH1UrLJcvqk(zr(xO>q9eI1>Z7OQ*>Y5(cOS*yHC zv*uS*8Q2G*i@g|bAj!eD^5mYjCQ#7LYvNYhCm6)Ar4-HF%CHG~Sjra@2u*$!`7Co0 zZSfvr4NK7gD=whK(Q!09ul=N$|nW#dbgD;4`^ z`W)`XdO~CKi zpivZG2{KCrdzwW^uHhnCn7O*0&v&aHJhy!i2cELD!L^#LXKGSr)ezK1Nt}CXlcYUX z%-#eMK^7AAt`~m5*_5)k^d)6{vjt7oe=-opmdFH};&(*U9mZBu{xK45x+%A+-RB|Y zD%igdE8RF=Wxe1!*k>%G;RA=EDU9tOzvLghH#~^X6v#!S$R%DdBK~|I$9dsT$urhg zYv4apE{(<93xE(9vUw>@{YG)j<$f5xKMNp1Po zXfpG-%EfNFyL>jKfWkuMm<@>`pMF&0f3tM|%5HYN_uelASmAek9^GFC z)3?%@P5bm%(DrMmL7yRM7fvd17}Dpna$g_0Nt#=EcBMhatvh4Ou0I}%`)-BeYPS`n zbG|vxqL73lN{MAli)5ZYZ_G^Z-o{q+^&oW1No*F+sI7|MqBQMXW0^JYsGMcxPR^Xm zV%%E8B?Sncj4xo2H)CHu8hFzrJ96%Vdj4Wwa*7FG5PEIT&_?aRx=Z_)^o|FHU1!h} zHDw#OJ@!~zQp=`uC-k95sN7s;zu~2E7m;w;f75tPQM32!8}q-op<&HmNqXdPGuE|n zPInA)m?~m3$lQPN66M)_qv;QsQZoujveHap@N})RBaDaJ+^hko9Ijh>A}Xk@b)TLK z28e(RS~YKiT5Ju&_^L_pavRfAikKjnhiX0P>?2AX#!qIk@-Pu>KZCjM=R z;<#1&sdgs#Y|L7s#H#1L;l7W=_)Dw=i|QKvH`_a$4GiZn ze~TntC!PbBZb7bu3tylD(ziQJv65{4>$(feg8z7AF}nrhWLs?~PG*%JBpL;@-B=Z0 zP@mrQt`(6kfqE;`Ig(B!F%(V$Y@XW5!pa9b9NnaX6-C6Y8s= z{X+Qll8Kr$Od_lZ&}kvrNMdI28w&`9PaCVZ`L17&SrFn6WlB4Ak~QyFW@-y@0p zl8EiRjuyg)MvCk4*;4Ejnh0|HJE6Zlk{bIJOnRKrkj~(o4MGD?)57zEg9C%;4YqJF zH8RMftl(qV7`s`Mli%-&T#Vc7gU-U^_p*CD`3E}d5v=Aj+_v5@i!5H|N|^R{5i`{9Qh?5FGi9>ua(13194~z@q^Zlyw7mdFT`S0DV9Khe z(Y;f1vi=9&bhu&vMhU8O&KLG^GKZt<@sG3XD~Q)}S+JS&a(t~Xi~prwW3)aOEV)bK zgQh^v|MHao_fj{n4RTP}g3*~{D^-?pf5V{S-_fuBY`ia30FL_noL_l6QblU52U!&} z`%76I5*lGqnD$%8i%idN?>RpA#K5^~CH%}wE{&7hW zFV#i6m?k)1fVSUV(Ng%^4j!d~y9zsFv3^$%j_U3T<2*BzcY`;#+L{u_x`pH)`VfwM zyvy@Kh@3Z+qPp94=fU`X;+3-+mvUkDqSPy)zd(;13Aj|(>x!CDO(QHu?Y@(GA2wDHqwiD?v8&Ea;?O3jYnVh%{yOUfFKC!ici}qn&kphTF4{ zCKZycHmf?4t)2>#-6m1J^@6*=3DXCj_<}fyf55(D1nqTwhcFGLY+3ex+7t%y->*oZ z-CPTxJVv4P()hUW$q$<2Z0B5C24JOkvfzgI{{hYkwcF|aRL6;XTKr?q1J7xoWzr(G zN;c<8!RVfa9GB%5`PX#XHy_E(3~#kuK--WA2nNsT%QD0LPj&A;Erh^E=hyA}qQ*_~g6&hhBj!-> z`np~giRK%ek_s=CFNKl^pJ1+$n$Dz0Qp%{Z++2?6rhbHEimNx3$-qShL1Kd7XN;zO z(84MlZ3@FaSi{12&`|f|P9d6K?ZCB4}b))MX7Aej?FlRHL_~P#^{?KL+ zJ-lo*pJ$p8PyE#$W)NC|=x$nZu&YIHW)yjShQ!x~?-73y*1VBM@TF`3-&3&d0ok2g z=M(iguxIr-3(ib;3O)zDj0Gpm%yl*kB6~Q|cS;CH4QoPvlsyq<6pvl8s0aV^y*9T^ z`#E)G+olFPtr4HLzeaFHojW4+0%#1c+ds5mEX~eiMS)oiY@R6Fr&(*?j8MB`^jnw| z5YUzk7|R&%EmB&!S&mTgoY%w8->536>OYGCNa2e%s*Afe9O_;1P7MiuO-_(rvnH|Z z7kvWSVcTaYW1(*f>0LEoi=o&!)@`^=buQNHj$`4wiosKqP~eTtX_VYoqosg;@(`Ym zMeZZv5^6n}*dAf3JaQj@Q2k`xVa2=crs)dSqqj}YH{K1BD%9h%jyFv=Fe3h|#$)r* z2Eb!HfZU69oKt{;UeG5kb7#iBurXo$!feS-U3joL`Of3~R*dqXafQ{lAiMuzqPn0y z$D~!+F@^XX@Wx{~W^X2I?$0N*P5{ThtFfUXt4$n{j!ft`s(2XZ$8e;bZpB=6XySks zU=B6E!b&CmW~v8NBvg9YOfHvBO8+3SqT|;su-BAgS{qsi+Z}qql@~adue~Tk!7dQ8>{7=;~mar=O zsM88Sl0&U@=>0+86@N7Fm6gZE=itSnlOSMotSCzS@zf@3Su#q%IDxO@n|k94p(Lag zD^T``a3!~fe%jYZ75n7(^P<0h`5fideXR+Os2BhCC+i-K0+oRfNGpXAI!qhld4MR< zKTt_c{q?ViljCuv6w9Co;yK;IsKNNUh9k4U(-O#LkgelCjEH!e5)7t!QSJNIRYu)t z|LYb`Hhc4f!I;`+*WxFIHW5Czo6?Fxz3SwC7}&*$K{OCIy{OJJ`6fBNeZH#jcF*bF zDBxH8(qbQt=+9?6!NVSBd`?dO{v{78{y!A)6?k{1Id=YS8-aTFUrz`?Ae(Cc0jgk0 z3wX8+JCKV@D#(@K)ov~a>T_<(#ceUh3x-)Kn9rxYYo#X(m7QscKJtmr z&*sGu{DxA79qakA^M8OmP*bA#Och7mi&b6>v&wOB_H=n+qA^}%UIZ?~iThSc18{Dt zZ`sRTSr?JDePLkGhE}#2%?8k{Fg~M~4^* zi3k?Ae;VJ6ro2P)8+G$Aw(juiNs6OxE`us_n!;d|L1EgMv!Fe%mRx`KIgm& z7<2p&AiQuvNLpQUiZ0z~DwO3lm>$DMp1cOoid>XZrFP&1y2XAPud$y`Bmt?^LW9cx z-}g_1vE^$>O|b^P=4G8_Nl27v-UX%7rk+P05Y3o^cVFlM9j=Yhbn(Z_5_a{4XM;B9gKlaMZbk~;>q3jj z)6dH74Z8$ys&Gyt0_daGC@haWT8yIibx-k-nk5~fpBkUBUXy1tzkT(G<^#s$3qqTP zt}N0zXC`gQ3*7CWj*eqB>JuMWRr|SHPLWcHM+TVFwLfS>*pp?HsPZLAp4@$O9V2vZ zM@nqjo&)d9i~4o~w~w33R<~0U+BdRe zuVOh>7yUq?H=`4KzYit^&!E*6i6m;NIx` zW_H0z{AT1g&kK*BQMx1-V@U?IE6wCHjpo11{Z+cHM zQ{IVExAm*dpjWz(4*g`o4DEjYD?_`Wh3f6$TJDoyB*m7hGLVlKIMg7-B2zhm2D7U@ z#<0tFBe5n^lh!W2S)lv0Z%+tvh8%Q2vBCIY@vK#LNR9J%mpb#$O*``~=2t;(xR(L#k$c~HI_R! z$miA{sD4rp7C9Ho%r9o)R`!+Z8I&+PoitSAi<^oVxe>H)w-tgGsAkYk1bO|4aNIMi z#pw;vd10mL*l`umgbvgY{F#Ego+V!@Nz-DhB)()|yvjzLk4jG1sL~FLIPh4S=(|ZT zeC1tImyvlCUF-lkkm=82yx?{!imL1AhH-Ou;HtL}N9UJUYDW8xG$B!qdj{KyBZt!go?JB%af5kMmT3JuI%{jA zSI_fBdFDIgJ8m3XFFD9XrTy_Yi?xD80|t-a7aGfOnOJ2&t3GJNe7P*t=zSu_uSDwE`j z4LamcbG6?=44i%p*P)&dac&%&p7Z!9YB5aY9A808;VfRwQrxTF)GqevHDXtF6z1}LRXXcUE(hj@H;k|Iz6F%`mlyJ~CC4lpvJuxV2Ytdzd-E8xH zd33RES}nkWu<<4T^FyyM_~AZkOb@lpHw$MQ7oQTR5WRcwM~?9-#MNvHR1e$g8u-0v zX7Uy5$MJNFx0=`45=3^<%_$Pp{;Uz2l~&k@i_f#fT9_ z@G73xZXFKME$z2Y8z>!Rp!Q%CaZb6ILuqeVpS+#yQD6>xJi>}7VGm!hRoZc{Tv{CR zQCk|X!oE+K95M)5_SM@NP^lV5v)jrX+8SfVzeCrobx1R%UP4-PHz$2qv)`kZ7K}QN{Ys2n_D@O%Q_6*x`}sCdX9KB3{Z9Sr zyLkBc7emQOopjQ~tmnO|3L!NSABA{L6J%@FOmT^^pp2JKtDvfi!YQTOkRW~ziiB)N zH_N$Ey67-9JZ{arWfn=@gTWsRS#ATN%U)y~@ta1U#Uv;Omn8`|GdM)mLO+3EZ|Z2b zZtFX;c)ZpypUjGNBu8{yp!xx8MZZOY-#4RgMF=_4lzLKbnJJH#iI#;kYO_h%P;rDh zA4WsW1InEAKRB#!yp8#>mYvR4-zECY_TTa;RGH+@Gve3aKZRHe?d)k)*W2`C8Y_(6 z!+#mtC2xk=$%(>@V|Ke}-bS|E*6Lq!fWB8q92$b^$FFM!FS4+QRk%GRUu7Nv{9fUs zsgvo}FCb#XDwCdSygPmc-IINp`v;`%0qwer|Me5=LL@A0#c<*6QX;@HaxuIV->!sdjxAM zWcI!EN!FaxH0*rFBX6@l9>yR{6DN|}{~&9lc{$Uk1LD8$R#{zSN5iLW!|FLWIn6Cf zr;=lV*?LdxvT+|akq9}Wa@cTl!#8@&p);a}K6LT4(LN@jGFRK=81&L-7-bIT4dXye z$w~(50GaySAsPrHmO|AI*Hg(}_yQ`>PM+;*7kPK)>e`VlpmWXkV_W9$vncDMc!DxP1PRn#f;cbtK36g&RQ}I0dceCb2II1k6j7V$*Y9#d1|$< zcTqm#ePZeFM6dP6O)4)npBqsswaBGQ$WU za#EQ+}GQruEB%u_Voag{6Zk<*p$T<3kCoxA|Mray3q9C|H0c**UkO+&17 zUgnVAG-mIil1SZDn*bq2PM`2>f@M8Cju+=yP~NI-6;f$$0gYI)o^IO&tj@LC+)Wz~ zt=04lzf8aA?0Z*dfdbs-CHI*Q7)(%_(e&ro#${Y?5j`_P#+4*ui~OtWF>eBM19z}ll_JrDw}xOP%Q7mUED+G_h1 z8L#c!7Z#YX_&~c+_>1JKK52i<%&b^>zo}`{oM3<%Zys;^r|8w`M)Zu4OgH~SvbSTU zf<(WhL1o7FAihuD;s)ash{m+FOMQB3xO|B9l%Ly2x*(njXJS}N)3qPr5w)`9OrTSe z5&qCA?K#1a4xV~V#na-%Z_Z)O7X9dM3Fe--g^vxfobXoJx%4pp(92Z~e7mm0vBP{| zB_9(o$!d9*jL&_CzzJ%BO}dW7Cl*-%QCl>`ZgY{ra`ib-Q0ek}eb}^m zcoUX8(e5BUdeh>-Jm%h(0WS9YbaSuCnDMyE{3Q*~e(v0#$yl?a^$mC)Hy1eT(Acl_ zuwS^H#ZsY?H;koR7WoaRje5Tx%sD1hig#-Sobff0$;nm#gGU+%UVzVEt`7;SW%`T6 zm!!a?GRex)t^eE4@A8(~7OsaGRmKaJ93_|QDP`NRCi{jwa_nFP?)7#%zO{HlV|S`~ z_(>k*HhhmkXV(Sv2@30-pyn=fF3pjMR9@-CtSyQItS1Mjkl~oaPgj z?S0!#gl7cIMhO1hDLCJWZA0|5jCo7jV*B&Y@ztLlQ2D|Weg!FmBYyWQ|jqzYmwF-BOyep8mlGxrUm z+Ws%1+x}qu%a;2YbwPWRY*j>$?CxmUkM0U{T*q7DOny@gvpr<*)oOeMD|e`Rtlo3u zrA^EG#Vip*u;#oei7SqKNZ+vTSwZ!b9SYUQn#cMb>7}Ev;qUjL@#Zq9efxnrui#<0MK$YETsT0WS@;FG^-cA13>C*3=a zyQRfXGgZR*jRu98p{y`p+HSEDQOI*z-@V{>^|ES0mTev_V#HQW7SIC_qX&S$k_O|% z;49b?gu4an5)jC4q@Squ%Fhbi*A#nNt`*m8ndFi-B3({GZW~J4UzHK;XpzeLvO>06 zoD}CWt!UCpQ+J))H_VVQ=e=LhNNwuN&KmLh2PEeRJy^~fgvk@4*TSI+9x zT3A^-b#@%hYbU8n2gdo7MbwF4rO^_5-_R0@{&CDWFV$iJs~58CHEu4I{hl8@Tga(# z$|z83Tb;X=xmep*84YGlO<*nDP46WDrk+OYxs`K^sV5nE*%aTO-< z%>EYlp^hJP!_10t@J-uY{=hCpP)iu5v*=jsTr$rkw}~Y5T=+UG^M!SV&n;IxbEfSa zL_pk!c4?_$?qd3YZqqUygZ(P^^R5}j%ATfH=ERRFmnjdbHgFB}mBdBY;k&XaQ|lI`H8ivi>n<{V#XYzbkdt3ud(NGoQr-7d8T%R6&^$`UF@+AO0=~7a{^6 zf<6Tl!^(mGu`I~`bomYbJ>bl0W&|+f-wc=eGVtpU3ZSlBh{!d7!WosbIsH$!-?7L* zYvGyZ`HaX}$if-UKMVNxWc&eYXV-@_8W(^b6hP14a|Xr>{WjMDfO-IMM(Q`Yv)4ZZ m`U8M7oM(+s{^JGyj5ZAutoGen enables collaboration among multiple ChatGPTs for complex tasks.

-# TLDR -# Introduction +## TLDR +OpenAI assistants are now integrated into AutoGen via [`GPTAssistantAgent`](https://github.com/microsoft/autogen/blob/main/autogen/agentchat/contrib/gpt_assistant_agent.py). +This enables multiple OpenAI assistants, which form the backend of the now popular GPTs, to collaborate and tackle complex tasks. +Checkout example notebooks for reference: +* [Basic example](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_oai_assistant_twoagents_basic.ipynb) +* [Code interpreter](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_oai_code_interpreter.ipynb) +* [Function calls](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_oai_assistant_function_call.ipynb) -# Examples -# Limitations +## Introduction +Earlier last week, OpenAI introduced [GPTs](https://openai.com/blog/introducing-gpts), giving users ability to custom ChatGPTs tailored for them. +*But what if these individual GPTs could collaborate to do even more?* +Fortunately, because of AutoGen, this is now a reality! +AutoGen has pioneered agents and multi-agent workflows [since before](https://aka.ms/autogen-pdf) the launch of GPTs. +And now we are introducing compatibility with the [Assistant API](https://openai.com/blog/introducing-gpts), which is currently in beta preview. -# Roadmap +To accomplish this we've added a new (experimental) assistant called the `GPTAssistantAgent` that +lets you seemlessly add these new OpenAI assistant into AutoGen-based multi-agent workflows. +This integration shows great potential and synergy, and we plan to continue supporting it. + +## Installation + +```bash +pip install pyautogen +``` + +## Basic Example + +Here's a basic example that uses a `UserProxyAgent` to allow an interface +with the `GPTAssistantAgent`. + + +First, import the new agent and setup `config_list`: +```python +from autogen import config_list_from_json +from autogen.agentchat.contrib.gpt_assistant_agent import GPTAssistantAgent +from autogen import UserProxyAgent + +config_list = config_list_from_json("OAI_CONFIG_LIST") +``` + +Then simply define the OpenAI assistant agent and give it the task! +```python +# creates new assistant using Assistant API +gpt_assistant = GPTAssistantAgent( + name="assistant", + llm_config={ + "config_list": config_list, + "assistant_id": None + }) + +user_proxy = UserProxyAgent(name="user_proxy", + code_execution_config={ + "work_dir": "coding" + }, + human_input_mode="NEVER") + +user_proxy.initiate_chat(gpt_assistant, message="Print hello world") +``` + +`GPTAssistantAgent` supports both creating new OpenAI assistants or reusing existsing assistants +(e.g, by providing an `assistant_id`). + + +## Code Interpreter Example + +`GPTAssistantAgent` allows you to specify an OpenAI tools +(e.g., function calls, code interpreter, etc). The example below enables an assistant + that can use OpenAI code interpreter to solve tasks. + +```python +# creates new assistant using Assistant API +gpt_assistant = GPTAssistantAgent( + name="assistant", + llm_config={ + "config_list": config_list, + "assistant_id": None, + "tools": [ + { + "type": "code_interpreter" + } + ], + }) + +user_proxy = UserProxyAgent(name="user_proxy", + code_execution_config={ + "work_dir": "coding" + }, + human_input_mode="NEVER") + +user_proxy.initiate_chat(gpt_assistant, message="Print hello world") +``` + +Checkout more examples [here](AutoGen enables collaboration among multiple ChatGPTs for complex tasks). + +## Limitations and Future Work + +- Group chat managers using GPT assistant are pending. +- GPT assistants with multimodal capabilities haven't been released yet but we are committed to support them. From 052bcab818f0eac62ad2829383333ad0ee1eb9b1 Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 08:29:22 +0000 Subject: [PATCH 3/9] Fix typo --- website/blog/2023-11-13-OAI-assistants/index.mdx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx index 63a9ac9ef3a..c8d3a041b44 100644 --- a/website/blog/2023-11-13-OAI-assistants/index.mdx +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -18,7 +18,7 @@ Checkout example notebooks for reference: ## Introduction -Earlier last week, OpenAI introduced [GPTs](https://openai.com/blog/introducing-gpts), giving users ability to custom ChatGPTs tailored for them. +Earlier last week, OpenAI introduced [GPTs](https://openai.com/blog/introducing-gpts), giving users ability to create custom ChatGPTs tailored for them. *But what if these individual GPTs could collaborate to do even more?* Fortunately, because of AutoGen, this is now a reality! AutoGen has pioneered agents and multi-agent workflows [since before](https://aka.ms/autogen-pdf) the launch of GPTs. @@ -101,7 +101,7 @@ user_proxy = UserProxyAgent(name="user_proxy", user_proxy.initiate_chat(gpt_assistant, message="Print hello world") ``` -Checkout more examples [here](AutoGen enables collaboration among multiple ChatGPTs for complex tasks). +Checkout more examples [here](https://github.com/microsoft/autogen/tree/main/notebook). ## Limitations and Future Work From 4b5405aa9eae36d3dbfc921dec30b68e00a4e693 Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 09:32:59 -0800 Subject: [PATCH 4/9] Update website/blog/2023-11-13-OAI-assistants/index.mdx Co-authored-by: Qingyun Wu --- website/blog/2023-11-13-OAI-assistants/index.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx index c8d3a041b44..e1458c431ee 100644 --- a/website/blog/2023-11-13-OAI-assistants/index.mdx +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -25,7 +25,7 @@ AutoGen has pioneered agents and multi-agent workflows [since before](https://ak And now we are introducing compatibility with the [Assistant API](https://openai.com/blog/introducing-gpts), which is currently in beta preview. To accomplish this we've added a new (experimental) assistant called the `GPTAssistantAgent` that -lets you seemlessly add these new OpenAI assistant into AutoGen-based multi-agent workflows. +lets you seamlessly add these new OpenAI assistants into AutoGen-based multi-agent workflows. This integration shows great potential and synergy, and we plan to continue supporting it. ## Installation From 7330289b77d299f3e556c0ecc11754b384c1130a Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 09:33:14 -0800 Subject: [PATCH 5/9] Update website/blog/2023-11-13-OAI-assistants/index.mdx Co-authored-by: Qingyun Wu --- website/blog/2023-11-13-OAI-assistants/index.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx index e1458c431ee..b15f6438ac7 100644 --- a/website/blog/2023-11-13-OAI-assistants/index.mdx +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -24,7 +24,7 @@ Fortunately, because of AutoGen, this is now a reality! AutoGen has pioneered agents and multi-agent workflows [since before](https://aka.ms/autogen-pdf) the launch of GPTs. And now we are introducing compatibility with the [Assistant API](https://openai.com/blog/introducing-gpts), which is currently in beta preview. -To accomplish this we've added a new (experimental) assistant called the `GPTAssistantAgent` that +To accomplish this, we've added a new (experimental) agent called the `GPTAssistantAgent` that lets you seamlessly add these new OpenAI assistants into AutoGen-based multi-agent workflows. This integration shows great potential and synergy, and we plan to continue supporting it. From 4983f4737a2166ed8afbbc6147af9d868ad2553e Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 09:33:24 -0800 Subject: [PATCH 6/9] Update website/blog/2023-11-13-OAI-assistants/index.mdx Co-authored-by: Qingyun Wu --- website/blog/2023-11-13-OAI-assistants/index.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx index b15f6438ac7..881f1aa2219 100644 --- a/website/blog/2023-11-13-OAI-assistants/index.mdx +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -26,7 +26,7 @@ And now we are introducing compatibility with the [Assistant API](https://openai To accomplish this, we've added a new (experimental) agent called the `GPTAssistantAgent` that lets you seamlessly add these new OpenAI assistants into AutoGen-based multi-agent workflows. -This integration shows great potential and synergy, and we plan to continue supporting it. +This integration shows great potential and synergy, and we plan to continue enhancing it. ## Installation From 72d0b091c85b95415182e05679dd23670ec9a9e5 Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 19:24:36 +0000 Subject: [PATCH 7/9] Add version number --- website/blog/2023-11-13-OAI-assistants/index.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx index 881f1aa2219..c7c4edfe1f4 100644 --- a/website/blog/2023-11-13-OAI-assistants/index.mdx +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -22,7 +22,7 @@ Earlier last week, OpenAI introduced [GPTs](https://openai.com/blog/introducing- *But what if these individual GPTs could collaborate to do even more?* Fortunately, because of AutoGen, this is now a reality! AutoGen has pioneered agents and multi-agent workflows [since before](https://aka.ms/autogen-pdf) the launch of GPTs. -And now we are introducing compatibility with the [Assistant API](https://openai.com/blog/introducing-gpts), which is currently in beta preview. +And now (starting with version 0.2.0b5) we are introducing compatibility with the [Assistant API](https://openai.com/blog/introducing-gpts), which is currently in beta preview. To accomplish this, we've added a new (experimental) agent called the `GPTAssistantAgent` that lets you seamlessly add these new OpenAI assistants into AutoGen-based multi-agent workflows. From 9563fe0dee8e16e3d4864605c44d33ac9d821f92 Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 19:33:57 +0000 Subject: [PATCH 8/9] Add acknowledgements --- website/blog/2023-11-13-OAI-assistants/index.mdx | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx index c7c4edfe1f4..ab3a8a61a0b 100644 --- a/website/blog/2023-11-13-OAI-assistants/index.mdx +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -107,3 +107,12 @@ Checkout more examples [here](https://github.com/microsoft/autogen/tree/main/not - Group chat managers using GPT assistant are pending. - GPT assistants with multimodal capabilities haven't been released yet but we are committed to support them. + +## Acknowledgements + +`GPTAssistantAgent` was made possible through collaboration with +[@IANTHEREAL](https://github.com/IANTHEREAL), +[Jiale Liu](https://leoljl.github.io), +[Yiran Wu](https://github.com/kevin666aa), +[Qingyun Wu](https://qingyun-wu.github.io/), +[Chi Wang](https://www.microsoft.com/en-us/research/people/chiw/), and many other AutoGen maintainers. From 4d64cc47f4bb6f2d19d070abf79c27a32520073c Mon Sep 17 00:00:00 2001 From: gagb Date: Mon, 13 Nov 2023 19:52:44 +0000 Subject: [PATCH 9/9] Update --- website/blog/2023-11-13-OAI-assistants/index.mdx | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/website/blog/2023-11-13-OAI-assistants/index.mdx b/website/blog/2023-11-13-OAI-assistants/index.mdx index ab3a8a61a0b..7c1ff13e0d2 100644 --- a/website/blog/2023-11-13-OAI-assistants/index.mdx +++ b/website/blog/2023-11-13-OAI-assistants/index.mdx @@ -21,8 +21,7 @@ Checkout example notebooks for reference: Earlier last week, OpenAI introduced [GPTs](https://openai.com/blog/introducing-gpts), giving users ability to create custom ChatGPTs tailored for them. *But what if these individual GPTs could collaborate to do even more?* Fortunately, because of AutoGen, this is now a reality! -AutoGen has pioneered agents and multi-agent workflows [since before](https://aka.ms/autogen-pdf) the launch of GPTs. -And now (starting with version 0.2.0b5) we are introducing compatibility with the [Assistant API](https://openai.com/blog/introducing-gpts), which is currently in beta preview. +AutoGen has been pioneering agents and supporting [multi-agent workflows](https://aka.ms/autogen-pdf) since earlier this year, and now (starting with version 0.2.0b5) we are introducing compatibility with the [Assistant API](https://openai.com/blog/introducing-gpts), which is currently in beta preview. To accomplish this, we've added a new (experimental) agent called the `GPTAssistantAgent` that lets you seamlessly add these new OpenAI assistants into AutoGen-based multi-agent workflows.