From a143925a12794f0c3f44faaeda4f3b4ca3031750 Mon Sep 17 00:00:00 2001 From: Yangwook Kang Date: Fri, 15 May 2026 08:53:00 -0700 Subject: [PATCH] PE_DMA perf: dual-peak utilisation (single-path + aggregate) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Each scenario now shows TWO bars: util_single = effective_bw / single-path peak × 100 (peak = min bw_gbs on first issuer's path) util_aggregate = effective_bw / aggregate-resource peak × 100 (peak = max-min fair share across concurrent paths) Aggregate peak uses a max-min fair-share computation: each concurrent path's sustainable share on an edge is bw_gbs / usage_count, the per-path throughput is the min share along its edges, and the aggregate peak is the sum across paths. This produces the correct answer for both shared-bottleneck scenarios (N paths converge on one wire → aggregate = wire BW) and multi-lane shared resources (UCIe's 4 connections used in parallel → aggregate ≈ 4 × per-conn BW), without enumerating max-flow. Single-issuer (no_congestion) → util_single == util_aggregate by definition. Congestion exposes the divergence: ctrl_hot_{1,2,3}, all_pe_to_pe0 → both metrics agree (one shared bottleneck: r0c0→hbm_ctrl.pe0 @ 256 GB/s) 8×PE eastbound → util_single=106 % (single conn @ 128 GB/s) but util_aggregate=85 % (UCIe-W.conn0 @ 7-way shared, aggregate peak ≈ 160 GB/s under the current cross-cube routing that funnels via cube1.r0c0). Verification updated to assert: (2) util_aggregate ≤ 100 % (effective BW can't exceed the aggregate resource peak, by construction). (3) single-issuer util_single == util_aggregate. (7) ucie_eastbound: util_aggregate is meaningfully smaller than util_single (the multi-lane peak correction is observable). CSV grows with peak_aggregate_bw_gbs and util_aggregate_pct columns; breakdown columns retained. Co-Authored-By: Claude Opus 4.7 (1M context) --- docs/diagrams/pe_dma_perf/congestion.png | Bin 59716 -> 69111 bytes docs/diagrams/pe_dma_perf/no_congestion.png | Bin 68377 -> 74343 bytes docs/diagrams/pe_dma_perf/summary.csv | 24 +-- scripts/plot_pe_dma_perf.py | 223 ++++++++++++++------ 4 files changed, 173 insertions(+), 74 deletions(-) diff --git a/docs/diagrams/pe_dma_perf/congestion.png b/docs/diagrams/pe_dma_perf/congestion.png index 09725cb506f44240bb6143d11670a07e8f535a77..617714558317369050ea599a7dd9f9505752a608 100644 GIT binary patch literal 69111 zcmdSBby(Bw`#+2#ASj>+A`&(sHz6rQLg{Xh7@*Qf38PC<5GAC$dz8`)1|kYdca0IE z)EFZ-V2u4PKKJMQeSZHv|31%-!^7#u_U77ko#*R(#UgdJRp{xi(@{`R(5tB`>Qhiq zDN|5TzCBM3{>SAD<`4J_;-&P|%fQXf%jelETMDgbUhXg5yk0s!zv*rJ%G1%!RaEeS zu%OgGHyymZ+&v*eLN5RN3_-V7_Cnmsqo&|hXx&v!Jt-(ynNI(lvCkRNr#M4Fp{DrQ z&^L1fO*^Iem)yNg{DPC7CR_@xo4TXnEnpLQJKm~D->m581pE>UpV9}3$b6g0{M&VL zpDO7q6NA#o`^_QbfGW}5zCO{xwmu>Z`hrVzr7u&8c$keNA(sMWa|Xd%pWfsz{z{&^ z^6z~L3diWLy#L-0O;xaF{`anY-!0+Og#fpk%a^WE{d@P4=lQ6!|K5Esbxs*v^Xct7 z$Jv5^?@>Hwc&+!}yALA%KlZY(#kTq-=Tj|_{%In%J*ga0uTqE^w(kdX5AhcaUVlLv=lP%@NbHDR?yBb9xdZq|NZsPy}~}5v)%!%f8sUzoU4&n-2wuS)=IGM z(>1oD?IgVU6t0Od7eLA>JG>S%K`S}Cw>GL}HbAMBf)_B&!bcoc#w9Bldl1k*83rZV zX?g|9(=cX7etw+fnVWZp4?p4?AvwSL!WlT72G6KOU5lGbIBVkzX&>>f-mR?I{26y= znM9bEWRyL~jczf78}h-Od)+59?x@6wv0Avlju!pXpD`J1*&V~#Ul1$nq@DeU%`H>h zc_NjFYoGU89qPyo!cR*G=KcAoU!R#a5SXn}d>|2e#`?|TI&AS8A{qrGYm#!F2_VJZv)xE@< zO1!IoIUe~A9Ut!w;>~@#?Bh$5Ad~59o@#K(`<3sNk zy!wUj)oAIg`AgZ69g#HW^_5N3E(%%< zalD{{dC{LPuJz*six3$z$xs%w|aTU z)1=buFIjp-t;OddRrlzJVzu5z+ur2MwUDI06@SZDzN@bLma$wLcS};`VVVgR@6T%( z?vuxiDs3`ul`p1 zL9UD@=Gh~Wa??iFthL!@&lPCMK5hFc6$HNy$kiSzc~W!+{aAP zMBP}|%X{*UIb)(_6VXdf*<~vh`)KDqw9Q}piC8nLDpUMzCfF6_?RLOQqcR$2<`REVQFPEgVzmnV;&K_kUS6F(Ql!D-L|yg+ zUggNbY~*ejY5$>v_km7z(7|HFG9Kl|=qFm|f@+Z9H=L}yZrne*ugjrY&5tn@cmX3Z z!vj;8&ROUhM)FdByREDLTI-y#Yn%TAY^(DsJZ(>!^)|? z)I2M2{H0_qMyYG9#~&_21-)xN>}h++&hW=a)6vS!>y4bSkEJY zh@_g66&)brY`ywIK#e8i_!Okb8D0Dt8)J9KVgJYVU;E;xwke|u9hwwJn5 z=iu%F9~2J3`u5XH&RT~h_hcFdmU&}m&P-<o_MbtAIpx6mdE7{yx67I>Z1O7Y{Qf93vq;BspZQfp(Mu=vqP~P}Tj1f#t*4_E={$(tM6r>oEPSp971y1v;+*+kaeKQQmT?u{Yf&(N@S0J+^j0Ux@ zhx#;u+8vaepQ!fGGGsDifcHLfUyyIXBGMbkBwR=V!u)y+zT=4G&7m|VUznhvu1wD7QS=>tAzrm8!do%K?b>SnO$ zRIygZhL&tlPMf(YC1N=Lie8p`I8!Tw+tlZd`R$yEdbm;fOba&7)tXyHztKRbzXem( zGT_SUN*oFt_r9XFBJcD%FN3lNJ`_0WHt|4P!14+9ifB#ZR4~(>yuFCSg~MdKEAkc+7nk*nAM--r6He zRD{#7wcDE`8bZ<6IL4*&8u;sDJ~XgBce;_2EMRVTg=g%>>zFt*6T=%qhUIMiJVDih z-gkx}znxlev(2OJIiCHiVT0A3mC`wZJCR6bccLMu#&vNg8*}q>IV*l;e?KKhF29?w zs_dSrUQIpxenn^MtCD^*JI=}IYUP59B2iP|PJPcP4sKkT?&4Q^HFEAnZg5L-dHC=b z-QIhK(8rDF`^}2oj9C|2JgNGnZF7`HO%w}XWZ=)F2UoUt?8*wnOy`>)lq+uWoqmJq)2=_QR(7b z+a7Y$!U(0pJ7dzEToZ@yaOE7`51$atx}&TyU-`G#nVq$izBfWl)M<Emp+hbZos*7ARJaJdH`r>=S+>2P5KfNh~Df}jaWO8pJ-x8|Hqd@43@hNz@ zNaE~S8!ZU}Ah52}3o{|GfUGocJn9ZvikAExjVjf&bkOi}n#n_| z!lHS^Bv<|n`9SK`pRIP2hL@)EI&!2x8Xr!pQ*b!`U0mQ+2hEvXg?X!1Uk`GydTir- zu(WmNQgbxd0=u{+A|A_*YrRz&Gx-bpztto@plSiyMVR%B4aqt$E4eY0 z7lxbq^5Ryv3~{42$bKM`RysPGU9zE*L}(||HwB;f>90^x=cK7Z;%9t`7aHl6JOkCW zHm6wox0Nul;aS4Zp1?JGM|I?|IX5tq)r`J6y%SL9aA~>uFE1iOj>pSQB1qX_fr zIjRL3LM9Q;bg!#Ub_~EKq4p72@PzM+BHd}vE>bDu+K8@XVNl1R#dJ{!&KIROVG{#6KXs779#Q`gd98%raBVM$U<(ogGw&JOL+KKo1k&#d@!+}i`lJpyDQX# ziH_->*V(An#%mEh@fmSbH} zW+d>vch>ypXJO>;+utq-?FEtcC-JbXt<(AIWIxZW-f4S61xLUXZrAh*?z&wulVf&= z@r;_`m^5}fp%)$7Sz`pbEk3F8wBV40>=3!%4dq~Wjy47!?u2gdrAx1kw<-6kd5QRe zge#GTJ+TS}Xoz>8>s|QO+ z-_c(g1sMU?O}a4vMVG7w8_a=^k?ht6W)D)gK_x%p*=n)IV|G%E?tJwXU#zEC2sBi_ zU5)39tIR}=rsJ<^?Rv{*Y^l>Y9G|)%n9j^Q(l701EqGv|N_6pA%qK-8$E}Kr$(V7^ zZHtEeag~c?;o~i%$jWF02)Qg|+5tJ+;F5uh6*#xYLSwcMYPvbyWc_Tc$jPVJRpy3l6Z(xsf>_On*5Xgu|o zx){XGs2Djp@^LL0*-kz|5dcke=!#h5Cbw~yJ$~oj@yopx_5O|TjD)1y+(u4`L9ym` z&Xv_hXPFV7rmxj8FwkM!$)a^37bSv@yrix6Q5HkSsMZ*jMznW^41Qhu2^C)_=lt?O z7RD+WQhlD`L($|mgb(AYo}E(M<@fB#X=OJ@h>J@0Cq+ysMhzWH?v#+$bwUF>A z$}Xea$;zCL$>5lQFX&_1xi%(*o%W`OJgUCM&Nz1tD>VB+o|YOS5kR0}dms#V8E5wz zdt@Z?cx|Kz>;1IKLW=!{?pdAZfC~H0wOb#Jz}_+3iFIgSD}J`OI(*{k>oS_o4gI(( z;}Q^O0UI~+ZlbvnI7BvkezssxhLFi=+%6N}=V5p4&TBoF&w@48*4c!G4f;#Tyn45v zcNvvt`RL!35MJ*Oz99RPnnoFVHA_1gNz+Bc<$H5sQ&;TuFzC!v1Q^BkoX5n<{V)xj zpXfq7f>K}p)<~d_X>Qr&Yn%_=bAzm;!`;0)m@^Og5Z63*-Pgy;^vIiuO<#T3QaU3T z8KtVuvin=H-J9E&=OJw}8~_IINlba}5*4e3bwrw&W4zFVH#(}Vy+hbPu%QVmohD6+ z#suS=gBl&h3mdjRBCLUnW=Q}2&(k$uu3j78@nW5WJmtYN90JJU*ggKk36unB?+u6f zQIQKt)A=7MeLTNquw6SQ0W86gCX;)C4Ox8?v8?pGDMQ}BDIrETUDC}pVmSIPbWBO1 zw}VvWj`||KJ*?*Cezm}y@iumT*1O`0rx0|g>B0r7r%aG4>S|}ulbhJ3H>p+3HYL&h zXKab*Xk?XM`w}wh=OT_yR8iUHmS!oVW`$ToR{hPVEkQ*5r!!1hfJ^#J?qiQ<|!%wF?zgvh2^Jjzn=FFv7+2L*4v~lNORWp%Fz6PapB^j@FiHM5N>{FF4S2|R z=pu`qzkWYIa8rBZ&J4TbFtu_$XY-)(rBQU^(9xg%;t2^U?~SSVIYk-Fi^W7RiO~BE z{CzW2MO7WJ+Jc6?do!9opEm#t8}u6&nGU$9s%dRFT`^oYRM_P}y#PTu`4JuCa zw*lo^TkrKmFNkG)=ORH>yE5a?7QQ%pNUYT0`nZk03&-SP)blSw$h~-yIm|f!FXX8{ z>C$+>*9jQbZYwfhnIYwmmWxms=JAeU ze~zlQ*mCnjw9h zUFt8OsbiVx{MD6gaZu;@tJDU;6y|i^^ zO)k({&CLa_&s-gkOI?Sd18~S&5qbim<1YG0fpPhZO0ZhPKyXpcuaLXclZxIjb0hPA z5@Sk2iUCquo~+;XAZiGK?c}qWesvY#C$Z!u7JarWvAIkb`B>UALgAxH~E{{tNJeaDH;qSyU|Q#3!d3g~lQWC!%gzv3)DV6f zu-H6n*KW?WvCfJc@Sam1jcnBY{DGp;1vPP1_9{y^gU{tv|MFw<%lS{Sx>>C@id6}8 ztW5^Gid0F1QY)FE&)ec0mR_;`&h!85!^(8DfeavUJNxgO#x1vS#X&|??^m)`eXXTK zmRtLkMri-$G)Xm^sDe7@jH{`e8CV-)nwF9L@i-Dxkm6G7hT%=Cz2K(#@(9Q$+7o1C zk#&&|+x@13-zV#TdRWRCSuX7eI^!f(PP{vGar1fM2~QcL;7gR84`B-im!Lddd8@w_ zX-xWcSQ;nQ-lJmu!(Q;ArK=$xp09(j<(+!nDx0_OSVT}GhUk@e{?UH!=Gx5g)nesl zUK1%)+tpB0*32q!`(2Rh)aN|pLq?@;VUwq5`Wu={5g8H$R9Hyka!aW~q&w&K+8bk~ z69u(_U`47$=W)1gN@LcJ|ALzRmiYdZ<$d?^c z-Mi0VP3q@I9vH8%LPFe$uUPw{z1oWAOLhZbx<%{?>*rKBC2i~e??Ufzk6`h*`-l4y zCUZC|hiXtdtJ9&G@1_JG4MGWC(CVe;i8ObNh7%V}otufgPS#sTFcCN0zR z9GY2MZBCmF-TwmG*>tnjzr^JBhvl%SL$bD?f?kA;D+D%6-tNBPQlY+7{z42Ee*MF8 z#>5$_UrAq!_vKMhzt2`t3cFOVU*tDj(SS_q-ZbFcQ(|YQ`@!BsKkitgU@eyAi@UU% zuY-iaBPx^lO=kW<{J}p-=4zG3{{Hci=V2>D@=+E-A@7QN!8by2&?cY%q19Q?XAX~oQ}OReF%>|sl`pZ zuCrMb^fzQ@<#Iar`w%WDiGWM(E7<{kK*4fge2MTZ4Xa0`K=`tz^X4kDRMRS4gNCw( z+V z>r8y@jo~k9-K^LPUf(Ld#=N-%8J?s?`ip8sztoT<*Ja)o7)(r^S2LYtiXX!oqCU2~ zkFIO&6mZ5xy6SfguEy7p3dJ}XS-y_^==~mf1uK=(K!avx6L&KFIl+Rsrk`9@to2w3 zov0V8gtWjQfm9~@qh!>DFjIBMh2YxG<|=Lc=?)XR&wx6ALT2B$(o;*I1VDL|yqY?- z$k=Zc@i#WO_IgvewoA>6XIFop4v``vE4S8Dm)2#c%KM)3)&9Wf2XBRNeN+X@N5-I;p}P z*^~D@HD2F$VV#L}=DG`ZH+zlXuFjF>w2NF8b?>{7x zQs#)S|ER9l@%YH)=SI|od8I&kw&=7SZWJeoqmjn$w+%-JpC&V*9A8b2_qA5p+t4ws zEhA$*>CW*M=(7$$LX57aob~DGR^y}r5-2PKSyZ8(6g3j9P~W9{HO&mcyA>Zl>s@WF zDuzPV7(Y?tef(H5m_=A$Vx_Wi&PnLN>xyN!Z~qPS-q^9aAllu?7~ZCFhQpTi{z9SM zi6fNmPCein`>Er+E(QRial`otRe#>|OyZvkM#MB{|Iww{b!|4|9)Eq~48cG3+5D=d zntWO9_bFJb{^&o1um%DyhEn~R&D|L{#%sb~?RFhA#vctMisvi8M&kcg?Wx^GoXLMF zqPOcO&Nryu?L457pz`+tGxO*x18dX0M*hK1OsF9JSW2fi)dx|(ubA<${4`iFC-R{C zbVqcY8iQ2@-GTi)NFg<4a6i)aIDuqxW$}-rk@EmVV`;OsqhR?!*WMSgKzA3u+STdhv*<4xOP~Lh zl!-O$Y?e1H{LATT+5)>*wxmKN-WLC*v6?4uZJZmWYU{oF+o+!tW?@31NW1}E4exoV zH}s@`&u~I@Y1KkgYsKqwL7yHj8s?U)uOH*)=y#IKzJutH^V_jODeAIX_2dq}%Rd{? z(9zO?p*}4cx^oX&A{C-#J+H$6mJ?AT#mv&!Pa^Sma-4eZ9GVkf&Wd*TzIBl z!RTb0ceC^jPY=`Bi3uvy)xSk^lS3;bWcI- zWPLWAp$eaK#L?d#<=v{?gUFa$DPmK4(mke%LRM9ewa&DlTkO#ebSB(<*ZIE4I{Lx8 z%4*`0LW|7Gt1PQsFU4@lK&*W$8GlKs3~7B&EX;i&Ch!RD!yNp?P!-@ybPJrXrhEpl-zDSnrfAPE9no`{`|u+{zwD+H-j0n zXpEJD%9qc+!{3Oba|#G~(Uk5K=j!kKafatF!Rf}5tO6^3vB^>Q(#ex4{uE{(6heR&FwV*C|1;DCkOdLpTbfl{k=-o$81Bzt92x@#(AgUy5Zaa zS9}Y!`LMF$XkmvlZ=yai^WWXn{m_I*T0d*g9aol?ff2sNx1^$g(th&yb}YlWtIgwDC3lcIpX7ZL$iO*^HzQ_;_7j z8PKVpO-L^)_B6@5v-aG4MGb=IrNBaLdK^0Ru(izpoLB0d!Vb>L3Z~X{){)1K3LpuB z^7-dJxOa~_;2QxHfL!Gp%AS%Bt$AZa)*j1Kd;ZVU&tGLD_&F2jX1z;Z(Jw+Iqa=nE zyEQ9YAfRX!d(P?J6B}9b&B}yHHm?+!zFSsk(zM2Q&K{aJVdr4q3NaK^@lfQj>U4hO z^rpei!`y|rJF$;`R|i~gMe`@e0n9cD7r7TZh&aPnr4y@bK_MzAD7gMzLZ$aBl~`D> zh;KFWHdQIQe@xYuGrm`=U_h?b*742dYf3e1p?P+n^QE~IA{e6mEua_Iv|F?Vz2Yys z&^(?wY(j{`t&03v;<&1EzocVIylJTTw9ZI1UYY2S$pyE9C6jZ4;Qr*fIA=ht3+2??H6ls$d?!CFgo>73F*B_q+ODOAJ3y4<5VIv-|86nMp4CO4FQA z_|dW-f~Jl4myd3s{j|A^QGCLh*s&kNF@B=wT`=M1Ly)^yS}WDK@ok(nUCdE`Dp&p$ z{!Uzt_>T;kC7DBwP46PR2*IIB7{svlCRT1%B4+|)=Hyz^({$NZ>n&nvgsQS8a5J6k=5$>!tMn=2TgEB-nDd z$uVnpNP+Pk$-?Jx&TWk{h(`uDmWHc4Hn(mt;FBDgvRjB@syY`Pd~8mIr+f!!??isH!%dTGp5#5&SD zX-UHi=aOWG{EH9Ev0{1JDf!cz37#CP>)tqjU!CaIDc3$rJv5m!!O}4onEEyh?zbt9{g;LxL?FnX0L2zk%B*E;So? z@q~diryG3um(>dVC|1}Xh^Gy>p*)2X0wc%6g$&?4sCJ&LYQtku-R$i?xH<1xpvE3< zA_p?Zp-ON8@K?&}~y zv%1n#5$aiYnz(Z^nJ5ig{{z&h!N3xooCe&QACR-!c(Q%JnUos~%mamQLnF$l-1tz= zJS4)*YL8@Af<_?S=G#8yz<~W^=Gmox5e*CyAv-Op-t^MSvx25be&YkUVHuNf zu-&IwEYFv3mF!0?K=EnwSn8TS^xyfTMh-Z&2UUYl*E+Y?S zHS5#0CFE8c;8i>`3a(*hMRvDOv<>(&rzU~D2m`Ehn80Sw6+HM|gf{#Vqy?RG#DO0( z)aB`D-rDeqBBp>4$UEaHQQ1O191IBr5_TQ&Qlk#Qyh~+sqxKGRms_K`6>}DsONw=N zB{{HzbgY6eBd}m==C|<_#pt+_Mt6pG5Ia5mq+Os|6tn@&pBO8hVioN79k;bf+&d4G z#lQfpCK6cXNP7lTi$FYFBKHN8jt<)nm)XeyW+||jW5O)=4Yz{!hE>iiIkv55qFS;Y zI7d#<{Q=MmN*Y9wXak^JS?S-aV~q7~4oCUCL^brgrugGN@Kt!Wp8;C%Ml>NPBViiaL) zgNf<{6S>$KK^%D#T(Ddj;2`&RAQD+kV-?V}Uk6OKCqV-{e|t%�DN{En;cw0}KDz zu5rjDFlzb|d+LHy>h2o2L$pln!j;{3a0`BN8g5>hXXq@gARFDv~zeF1HAF>E97v_qG;y z8rvFV#C~T!7}?ntjBRj10TaOMTLdCnfpu~-v^c`svO}=#;5nHH%qw-HW!=Cr%fxam zNqV#C&H|AoRP8;1qA)@*+>65V%zc9H=bH~&dF~=~@q!9LZPK^K6m}o#=c?0O#MP}T zLO3`Tk)8Ly=5Rn3cLy$H%{F5VXfnW(i*LxPuu{^M`mcnUx4E?)+QF%m(TJ)wZHIsn zrO$*nzc@qDZZOua8EUW3v0i7(K04x>AbI0;ysNC($b5YH+^NOPC!{oi#igWUsxZ~117*!!(L|4C(uZd1X0^pPHZmv^D2*v47~;~2{&^E;@q zr8)QGtaDW}_ix#Ie8kJRFWu5H1WEpDCxG2A>IpVD!|J1#rxJHt>1=S=S)t8yqBDMJ zGp~mer?goTd3AH;zaDIo0l6;OOgOFbzDt-O9Krdd1t(-ul^Js4;Acn8#wWav=BgvD zO|3$C_8SRPx8^)%8!%{lCr*MZP^Y(?CaXAwtCHJM_G?pD*ILzx|3GK`+pREqTfrK! z3!!Fpuk~>DO{7vE^yv0tC!?I^$ScsMt7PV5n3-YBk49jRw}PcBDGSWFfUBi0q`k-w zi|$_M*aeD8>`{0%7oDbJ{zuP7S;yw})()&2l642d4fdmmbq+j(*UWD7>2EIJ&++() zk&uj;2*9nZa(k5q={*!&&C&hLD??cTC;&nurnN&r2W^usYOg&t80!^iFw}RC)&WUx z**&`Bn>7oQlmhsG>Dss$@6;ds%G|D~j~4vq)4QMxU2IC;r%qGQ(|>1fd{hNu0SAr5 z#D@$`OI1D`KF1!6_f&Z!xdnU)k#Ss$16S%ocDQuvW2miY9s#okE!Rq2^|%DaRX(6G z)}5HgDeXO#0q@uyl_u9;rR0c3WHwDzf&{&K`U;dENcg5gKEsiyK-);-a` za^47{5wKdHw{;^tckfXa&?Ps~uYc+0`gl~!Jm#LmB3LUfC0*!FlbQ&u7t$7pu(Fm_ zh~vZ=Q|X6jfl0IgcIq}-#=OoU4(bYdJQNv`Yzu_UjjT4%#~#gX^_(B&JRw1o{>!v!j+(0FMN`s_9bZRVu4LW<1I z7^h$iMRkS%-FwUeySmvqWfpla({kGA>V54riJq^X9ZKlmxT6q7X!u0JK z!m24b2gn+5YHu$+=@(rW118OR2I;)TU1z7-xKp6src+Vlg_|mg`^6btX6<4zsQGmp z{n5NWsT8RUGolt}$*G4n3~e^QkM3#EyUAzK5cEpOn;F>tRSFN;)Lu0h=!I8=`*ic! z5=)iBEKM5n+2v+`B*%zDxSU912Q%$_=kxY0G4L)UihH6zd0*>Qvf^5IW1!Xb3{Ghd zb577Gp%x$~XG2 zrp7KtA#AJu(a5q|zgD&(o25Zzf8|{POf#qCFY~&cxv*`}+O=Gl8TLXtSYFjdrFt_x zVS`@vPRtXl*AQDP$Dr*Ikukq|*WBAHrcrzj$&qg;%fi*Vf$9?^u`4>V!s8V<8qL@*M_=H#UPBx`^37txxa!CH@OfC4l1k?cikY*FDxgEBh`HM%Z;d@VU!De9vr$B3Y8k-T4pqR8FjLbNKkRI za6eeBG`%!J_bx_#7+_0sL4SUx&;oUUj{CI_RK5{yM0T^-+VOu;L?xlR*B@Ez>aUoZ zZPNB%;1q(*!4E4*l^>xFbL;;1)7e9R(MCD>IX;9+-o2|$zWY=jq?2qMKyapBe9X{* zSJYc9g&Fcrk8x=I-cu#wxTkQuHfK(q!|=BW9Rn514&+9$tP(h1v2 z)mzIf0r5g^4BvL!G~2B;orG2XwZE)O)OY|=nyS~4oHH9{v*$m)N{=Umu|{8sw`7Im?1fcH(uvOEdw9SKH+Ia z%U9c;M78d+zU!a`E*t^ekS#b*o^h^D1JHMB;XUS_u}ncQ$PD1C+C^UM{Q335wFTSo zX-OwdyNKVy(%OTyV%|8WJW0YYytYi`vI&k(E_<8RzyQ_^P{ft zDk!J5Y?7Vf^tFR&P|zy-fd3mi4;-nYKwaM>TaE1n4CgCJ2uJm4vE>Q!va_<<1N)}a z35j48@<|L#8Vyp0xH+UkO!e0ukkG=;LuifFLIL-17*=>henWLZ6IfD5HYCrS*Fo)o zVdXg(zw8@F!2{{lZAU$ZW%}=?!wr+tK(qJm&ybXC@y6DmNMPF01lIt{L*R=+LTF;H zXE%tYOu_EYWau$V{`z*RhE_HG{-78=T45?G3bH?j8Qc`|>v{>V#`XHt6R8ePh`0=} z4X2~zvNm`zIDn+;S;yi0aBDu1b`8Pi?-G6{2{SSQ_^E%M37C&FyPy&E^nuDw5~X(U z=-%J&+ymCihW_21<$mX|e>fptpLx1_W_o%a5)|z6zrOFuTP;=sYle-Md6O?cQS5R8 z;PivjC`P4J;;@P?GoRXYH=t#?Ux-~8efLiAE>i&rFL*yXJzRpBM34)-`+o%id3ITE zP=bfREmZOL|68n3Y9!$7r_UgOk^$U3833+|wEX+CmqbD6#`!cv1(rDFcaBz<19xuj z>aPTz(EyQupAsrol$!edMcM19Va>0$A6(~Jr9f`)-^Wx%Ve4aR^@H3m{{I+pw4psc z2bE^^B5Xgv?5YKC8~yGs-d|>0t8900~D?|2>BU zwu?X-1bG{&V)I7VGu7>&p4biLJ}w4R5VuMU2VN3v5b=)rIRwnv00iI+3RN$UmKpHW zf}qsr&i4HY^I|X$a$B_p7W;1hE(XJ~9bhcKw@lFVR zleM88hZ~8q{Q$4v7FGvbNwI{v3qq~dV1BlxOrd+!257Hmaw|aNlxRxh(c#(!5u@~U zap##yx8}cBQJPSk3y5^c9fPo%9hj2^4S=t?)?-Q80Qho4a%;i)UIt^k=4VH8b^D1^ zSSq93@#lX3B=Etb){H~PsQkszM==8C4R1;R(3ig)KTWm)v^;EBs(Y)$kEW0%edIsq z?o(ucnrOEea8xscbf-jyvG-h(iKXKyqY!GHCW05sOjiaUCu*!zuhUMDOWM0nZWg$o zU2bYjNBOV15p)e)^==A1q#V%;8eHH$a6JG}H}#YsSSU)59RzOjHZtfzQ+9vp4)_j? z!JCiP*lJ|lTPs@Lby636(G|6=lR_YV8@~o^4@Ncv^r#6+uGU%dTlxr_A(s_^7AI13tbgVsEFK+I~U!NobFl?6hN5($ZJY*8{K8XRY}kR4(-lu#KtV6B00P&)ocye)92b zKAjkF8l!1XsHu!R|Mu8s>@c!R{L^E_P$>J~gtv`;&r8Eg8fX5YQpy5+;dI6062LLo z&9?T<$37N^Q%4#z`rCO!sFKJZGJJKUZUx%tvx`*)#WB6 z{c9=4;b(?NTIS)^D$US~Qqm%amEHX+K56md)SjJjFMaH#5tV`wll*j@;Lo+?v^NDu{p+`69|~W8)Oxn7 z=QD_&6l343vQ@{GuC@4P)bNZ0o8^Y5yDo~DUSp5|34BQR_Wt=tZgY>M+v}=gZph6^ zM4CisoI)h*OueY6UEk*-dS+jfGHTL1>d*XejY)V_vCvrEnYGu~|7Sk~JW$6L1Wzkl zNId&`y@H3C%7%r)Fj|jFKPhkRZ1MU_o_asZXiKwz1+v#OJCq&u=E&XOfS*>4u%djc-1VQYBDmSB z!7FNT=G)tFJp(71+jJjqh6nuH(IP!tJS-&E0LWZ%Rg1Boos>6fvoFM z7qnSv6&VTXGwaF(A2+GFEY|P<1JkKZ=cP|w9w#`kDxl&*PI`_+aaJ8A6cBCg9m7~75)iK@?b@CR$_sR--5EBAd@vL>wW%jD*k)-WVRUb6@=d_DZf z{qYmhfHj@_{eUmZ(bu`fYXp#K1-};GY|9;QDYRCYBbPb5NR`)f{e{3@ays~~+pPw; zR>Gtyy1~U<-n)`$&Q{d%S`P*fwUo6)*)Lz$ocds{A*#E@kG-IJFFF%qK z|ACGbv=ms*gYOA=7FH0Mw?@ZuE(>r0^462m&>hf?RrU`7*lx^{E_)&1CNO*&_*i41 zN-#)YPf;(8X=2hqcJgZ&WGMy#Uif4(DM`wHfWth)h_M798*YHM?STGrI*pu6PF9${ z0L;u29tmfI>G~e^iPn)vu(2r1$M%i0at8~P#0rYil;o7NYk5w{vulyUGXGiIw8S?S z@Psl%F&)KyUIb`q0E(O%_Wg5As<-HJVSpEr*tP`B4ZWdXn2Rh&sN z86%jW@e4*J^6)q_fSEEn{6XCP?Qx*33OvP&WJkpxK-hFyNeLzbdH&@fp+jb*#8AeF z)Bu?McY#);e`=nhcR?tRR4->FJwe6FvS3Va+Rtc9vIN%u6U3LE({E6)UlLymIo|Ge zxoMz0y(p-AX`RAuw%cn7ZR;X7Ted+)}2-=PQxO9E2qY+5lHg1YfH0m*1c`sv1mLZABU>)E9k@ z_8jK{iV8ZVhW`Sja+)KV2W=ZC4Gy|a-fI8^X)clhsYnEMX@y@e|E-Xq-~dA{_~H&S z5d=eaPg`Azkd>?z7y$!KEd7dbU;x6`znmU10UUkk;E28RG5G$6cNV_at51`30P!7y zQ3H1xBy$63r41mIE~4e(RwpA?_{bHBBgv8~9na$dOO84;Y;u1_Bw{8iF&Q9lkR@cf zDZS6}5}>KeAu6B2`^+)4gRbj~YxZN>ynLKt`?n_v-{{E2^3T(u0Wv+i#9PwI=@)ZM z0+z!HprRm zZSQT&Oop5$$tJPQq147kDpThBe5pR)`(3~L$6f1p?^^f#bI$6V!`|=V`FcJd)3g0W zrPZ4q7M82fHq--n(CaA@yU*OavGry_5W29g@C$$3LD3XNP=@Q_I6Jzu9MVVR*!QsG z6p_pK+yx3>yP4$11&;nf^zi}rrqi7%6w8sXE9pz#V#D$5Cxep8{f9b#Mk3zZ#MWFm z7>fD(a0HWfus!ME@|e4j&71nC1K?FbMo7lcS?1zE-mb6br?+ifD&F!``EdXTUfWc0 zrnciJo=w+FLOzDH$y=C3)d7z|)26l3pY$7(C!tX?A8$0JC^}1oPxeM6EqVMC^Qe<# z@Xi_wv%$q_HB7W}d+Y)9qj&9PWmO2^+oYhGd%44#a)B9NbKln$z`yx*l8+CfNgL+! z7eXCX_;RIfAF_+6gGs&x%tw2t>!6QGMk6sYR9GyJM4f5@5YE{Gam4~a)Dn$~o}f-P zbEzKn|Cgb&MePb7giWA?7yQ*1cc@^)I$!*nuvRqW3s8|93v|%sY3*R_M?=Y-mHOV& zYsu>?qo=&8fOSq1w|boj#rPi`tYD>6ujSJ0xYg*nZv)jDC~KtZP1M0C2mk4^gNpt= z%-{?TjHmhm0Z2wX_?IYGc%Ok`bZ1AhDp%A#Rn<-d}U7C#CKJ+>RQ06z3eId-)KrrqgYns3~4 z@Fkb#%oQ}gLJAKm*LdxW(|Gtowm&|<;xh%8ZP|nYm=If_=gT~>Gim3ahW=%6q1iJW zV&{Y}SG~UsR5}%KlesNB^g`(a;le##U8xUPW~{Be@$~{sn}O~xSY&$Em;Dtx>I3{> z6z1!AYNgsya7o7fOVjQdC_l+4M+5>NR9B8OFo>cV)OAR4V>%Tos{OE50cTJ$*v;Ap zz*niGQTkf1ST{t0!2|eI135Do#IaBbW_HSW()8V7T24k&0pm34T=80IPYCI~Fe<9U zVCJl?{q8g!8A4)O7>&D&EL_<^`7`t|o<0U3G_mf>?hz~!j(y;(v_u7uYuNL3B#&cI zGJP(fb5Gx0Z470Q9wvUx?A}`%$bX%fo*nwO+w5klNP}3=nm?Mbm*p~7S(pUj$m!F( zOJB=$9v-?GuT<^pl7N4$T}87haJp?h;Z!tmD?P*O(G3E6*5lcRn93HYa4y|D3yg4s zXnIE#-WHw|JSY%$=U!~c1;}z2aB1+|I%dAPx#NJmUHuYGDA`Sb z=^iAtv_Z;MM>vQ0zxDI*S^Dxnpokyn{5~*BeTB(S22wW6^@p;;-vbKJXDcdbXY|za z+`8Y*0k;ir<{!t{`Sx*>T9Yqpe}Zs)}N=e)_@%D|o= zY+?yr%&4n08q)h))Lq?2!TQ;Mw`46ggkan1pv&VdMgw<#Nn>5IOU+y9Ek-d85f+fk zb5_F@VqP|_r78G%^wTo_l#tjI?Na`!-GMq3I(+iQKM9%4!dfB-7 z5(jMwa?ixbrz z?jgI&OoQ%#TeQ>|g*K&OL4|Z5%8^03$#mXiXo5oqW5SkS&>WDVHoHs|3l0=c9)t7%>dtVQtIcqaNfpb~eEmQ#ak3~4{# z;Xd~MpP-7u&?YcZ7o;A8!LU?Wg>v3N&yDh4UHy&LBWjZO=%v%AH5!N_a+J!c zA0Z*&GkLG5>vz40Rybswi5RksO)$+}pHaEDAtSJ8P|vWK{@vztR@?uCyGaNzRGkgU zx^nzPe0-#Tw zRla;8KEWZ%A@EkF#5Nl9g%P_!0YBEK|1}Obr?4{o6Ly=lFh)-Vq*ATiz6OOZjpj-I zW0a;>bUVvl77C&BJV91ZH`<8&BP(Yq#=)@gc|vFq)7CtDj|=GB4KUpKv+;Bt`vVD+ zb3CFstTru-dTrl6`|27|b5N8U-3x*5v^yFTb1$9+!ljTJ#!{{VQs}Cr^&NLpkZ#xU zXd2tMg$Fd^ovb04&z(Bz{BF)bgvl?t!P8x;e+s7h1-f%sy`ZmgM)aX3+u4PSHFCm; zCQr93<-`LW(yy+Ab?rVw&W~fD5^Paur@etD!yPyY}KLi*&?mu8!B#w`qx zyrR~h72unHFj7|IgNJtnk6ahy>$(sRn+lQ%6i^G-u*t?)kxBEN3x08plg-#$S>i|T^z+b#Ex_Se{q#C7iw z#}=TMZb9T70y3q8x~>I6bjJKlr<~t~_A&u31BLf_K0!t1bxwCafwJqW+&RdvOIt~b z|HNNRvR!we7Cp}i1#yDf+(ls1t|pfW@e}N$;^_-;2N=xQvJJFBH*r}yc!IwvcSl60 z{^gJxs|6Aa&FmB@g1@q9(ZR?rBZiw;5zmRPa?WDhP7;eR7yy>;c1(BF8tpQD2cDb? zyvO(lY42wM@p2t8x_iMPaHz`7>X~|3t+eZ))25fchR==5RbOCp7HkjZb?~vs0R;YR z;9KoXE9?4H(}||vIgBqi#|gJQ5!s}$W^`J-w==BTLC^){Nb0Gw6vnbnJwJdSKeOav za_H@7iFDZ~jYM?FXk2Uv{p8F@q?sx^Z*ub_ zdh#&$Z~n|~`_jUh@X6LpCH44ORpn~XLE>Q8>UDZwmfo7g+S8K%i91e*0O?{ZyMzck zv#(ta58ueMREkf~35(+NtO2B#0$nxd_daNaoJB6!JQOtE#ygYocRt!oqL6GU4mIWw za0RssTtu;u#D*nvA|l z&Zd~`{{6`Ds#xDvVtniZ!^%HlLrVG0kN)I`DmlmnF2%l0RTwd&zg9NB1ks1;V3|TQ z60e4JN}cG&r6-$X$zpp&k)9Fa4%r zvPJI~9#FEiZY02U2hyp(8*!Y7(nUdK5cc_mP(Ka$mUtK=iv);Br50yKWo|RENdS!^ z^>Cl)j*}}Wo)HN*T4g7M+j8Zg`@2)WDp!7uL{S^o zSBr?+8KG~15+@oz&8&v^0MT67cVjRE0%d-|eo@Bm z{qvS2$zy}pj@l}i{NZIL#r7M%us@J?a&J|^?Mu`_d#&c5Q(Xng0tTd5vwB?j>hgk2 zf2FHd`(mE``?9fT2@u`|%4w(WQ5ahKd~N_o<~@=k>)EUh1b@oSK_4$;o7*>Oop19m zRURKKHa%`+<{4*ZyTpS_*bmpKoX?a?+DYu_h1lW=Qdda$pO+0|864^ep){3Z)IGwVfJ68mhC=NbSGM7tLM+DMm;h5`xo|o*JArAprUN}~aL2x0=+4Jz{K_8KBLb@q? zVK(1K!edOk)N{gcIXM+k@I#1g#{r|(kBJM_Ws(;n>{oAmDKqH(0wmo};G1?cwy+Mv zg-wGnfJ7e6j(~pW%3h_b(B4ih?IOj3va@S%!C_OGdWcz_`4XcAb75D{xOTCyDbrcU zdW0r2`mn{uBRw{w92@H-B`;yM1<}#suN^mOc@-s2>Q7qAxa`#~A^*P%`5U zNs>S4U#abOSwx92^R{7uZ&0)>qH#B+UyK(PhlmSlh=cHY&}PB1JeC#JH{Eel*sP`# z<#Krq+HrZXvUd5-0z=s|JcBv_SM!#%Q$vL#`?cCyL7zLdj06v82JN2$J;dZvj;CRf z>QB&)^!jAEl^+nqq-6Xz7*Nf~a{PqFqn)p<6Yt`WRok|v5IxQeLD=2rIvGegTONe* z{WD9^sP?QmKS7q2oAy3RddsMQ2)=AL+Lp#ItovDJzyZcp643`#3$|t7Evz(LKOgS z)%S+Lm0xZaaHl7))xwLvyE0DFPJ6Amp|P-NI%%I;P~wP+r>QR zj|E|-L8*W>Eu&}y3k!Jt*5^Ry-B<4gIQbSQ(Y`>yZ9dC^NT1$(sM`Hn?esuHP(u;m z{PjStGt?faJ>>)cWdNMsbCe>Bp~x7{&z65WKg?Uh5^J^ofy*YA4r`O#rve9Ta|I?O zs_qbRbBx>L*f=lbT!{OO_30Wlb0=e^xjOsRO*ymSyGjCqd_UnU$+o>wsuq_cl-GW- z_wFOSR%phMk(O04EZ) zP@{N>Tpp)DqJC`$gS_aZ74$VfN-Q_n__G5V*UAtJ9~4iRfv2KZSjA?=H=zMnkJ@7C zXA2;2((Lrj6h3Fu2m1RsDx@SVG!#<5p-keSlShoIzUF^IkTyB>AdWGVf zH`o26a0n=4(z>Tj7b&T3aK;5LBcxPXmm0^F)2eQ4H^)ia;7R_kAcF0*W*cz0U)#k{eOe!Lxl%~{G8;xXA9heHKL*}^d#>Ro`GiTD~Knw;$9de$u-F=yV%vVd_g*P!i zt9}~ZONqB^v<3biff|8m-5Htvq(@xp8eiv5x&+!Kzn9Ip!AzRl@APiHXklp(0h4Ps zc@XUBTg1iOh`s39ai;%q!i95VckVTBwv(q+lZF3^UsyBtM}x#^>??iN(j{d@SF#p^ zE0TVcPR82f`_j>Jgzl$Yn=^lb~roO23CN{@H2^4jXIA=qWB_(kb#yecMO`ec% zwpltV<$rpbI8V&W+TX;9<37$qrO z^Prhm2bH-K`x6Pt!!|<#{3Pn4np0IAzR^bBXsrQT@y!)V^byE#>R@s=TLQ zwx-V^waJ@#?l}-F-4l7AUDSNi;^1X=3rkt<8$+v*aNHA_c}OR^H#rX1vzRg1L%IL> zrtgdUwhB7En{-r_8(E9>;?@c)_kdOH(IQub_QbsltYeim;MPqo ze0lCPBtqIDdj|5E^_DO;(s?teoN52wJkWJwNi&YIN%&8Xti<<~UYx0Uv!2#q<7K7u zbg`W`CljbCDhR5(L573%VcXAryj8{3%7JjZ8a_>=!OgpKhMHjXsp!5vXMS@ za`|147Vq@GSGKZOGWBi7v`$w>Xv+QF_6lywvp{B_81x2p3K61x?RHjvw5vbjwMbg5 zfg@P{^K}7*pt)zE0^0dMnF~#T`bSVg!1b74FP)4a@%_t!&qehy#(T}|1HKal(qSh{ zn@U33VX*Bfb6~q`@Q>xWxijbHKRzfrU55e#H5zZ;6x9#=ghY^7wnOc$cwo__oh{~6 zQ9i1p-$wf#jiTGi3rpVDHWq?qq6c5pczG1Xnz@rSVhW?!F6(a*^Cg@tD_IWRfm zz}r$GF|&l{ppU?btSgUkhw`Wy^f^rYK4B_vbK1J4$N*R~o`WXBwJ5HR6{B0M&(nm| zc@>P=vcWpqdY*?4+ax}aJ*FG2My9g$=#$kHgu=8vkA;oUA?O}i@>2Q82R%Pz@y7d} z>YlX^^pQLcA%f=pQpO66LNBy>?=0~yaF*b>6*3{p-WY@j-)pdPcr5Qt$hoozHSCOB2(>+9Id_2JId<wiX1G94?XTot`i!}_=UM=Z3@JaR|8i>WSC(029Co5a4O@se)A)o{Sn3zq`SH89 zlkgrJf&*7A%FHRVw|JjtBpUO`rZ-&2Sqgk?WpbNxl2vQ^v*YxHV(D?F|CDW_nDNcA z;^U0ucql>F>t3DgyKk?W>B}aVk{74a*7p<|kB@^UOrHCGzkTyJUfW2Xlz4xpBW4fl zcfA5K071ROcj=$dux16EVFF4-VM#1ocX5r2;dTC;>H}kO8PutW!TuFvPA8_Ov879# z_9SP5x+H_;Ac}i`Pj@3g_FJ>r^%pAi8Y~ns;z%hzwsnPAmBfA&vu+(QWWGM zy0PVV+!RX8wfJWG5PY(qr&&ri ze={h)G-DbvK71mY{sB{;z*z2;>z;^~V_Wgt7#=9E!`YDZ>zk<8oUM@NgO zsr4713X%7{DrI#F1YiyHg7WVp_7?2zTZ=ndFn9KCFl49{EBm-!(R-Hz$^oxx{t4rL zTwt;gL-Z~NGi;%YA%8r6axPrBb)QE0fUuH1nRNA0PnzHCm=2PdCZ8_i&6O5Yy?Fu# zZrf=U22s0@aqT=3A2YVay-wo*@$l2Oj1NfL4EtODf*x303!#JUqDN{`{=e6G4)_R& z5t%g^61#w-`|ts9SI5#Lan-r$e3mhmdQ472$-UUrHX1G4^0M$d+i*N9h0g6}ROrK> zwARO)yD#j{aTVgolRMDPTD75B&VCZU-yeQ{92=47BWA-cD5;;6(#~9@u4IF|vtRKj zLr^7s2~2qnQ%!>94P5t*PKNAFPmP)=*PK(WyZp(7@@6ZZ)rs;z+o2LCN!YP<<7qs9 zkTgWt;i7LP34=z3S_N)}#GX?!9ZKxVb`U0+RN@W`ozd4Qh!d9ulcs*EA$AlV0o>uV z6K?-X7Z@?0##-(rH8An|T8Hx~l^b>X8Nu!a=T$~kIX!IA%~yqI+=`w(7ySF1W&~)2 z^K-{2S4%>3Naci9$57%72Svo7?JMajNz+$rQ2shkGkukWdO_Nu} z9;C}=b_iEVKTs3PvIJurVp@B7VzO-KYTS>|Vg))QiQq1-xL0tXeW2Y9yEl{=UHI+% zf0PDKvv*)sI-Y!cO_({taE_9dD#QPGn~nS7b=l1}!O+8YbZv1StgTK0TY2qOV4R27 zFTIL7lhZC#B?zZvxWm<3@3yiesQvvP?Fr)hGfQ&-_e(~jHB#VEfrT$u=-8siTLz-C zc~=VOwpVorNQQr4y5Lzzj)Do}jMLqVpj;6HiD-y`Zua?}B%_AFfaO|{&_D9x;*<^zm|K<2r+zu~#r)BWd5Sqqy;i!A}glLTO${NTi3w^TU) zz44jF$syD!1>DNy&6N=o1ZG4AbO#wefZUUzS+(6%3?)vwa^S|psh5Az&)0iL-FGWn z8*jXm;Ct7cR{L`eO3q#m{|{jL|MD`TKcDx1dv#JtFp5pS43jY)Ox=7SZUVmh(4ZJ- zvF=s_X{8Q?s5+3qWRc1NOGs$h?^=~AcM}H@0XT5_;s9qzL^vXl<;z29kQ6`!=mZ#` z@FZDJhuR+?MR2xlNqofAum=+y8*`Z9)OK{+qBRv4zwDjqy_S{)6m2pjMk{;~LwBfQ zZ7C0JR&iE>B9Sq_czd7u_nk;d&;fdq4oFs)yIgp=+DUsB@QL|=053pm$W?A5PQxDG zhZ~VX2ce|%s{jzbVY~v5W1>m}Hzqjy&&ny2=kUt3I9GnOU5B4?qjurc(%507?k{!u zD4R?th%kYGrCD(hkV=DVySV5h$SbJOK8bJNcf4%+B4li@rezK1DXvG#eJfrM0ziNa zAd=IS*-oM!^@-m%aj5q{qPAm{R9-#Wc)Lr2Z_z(OZ>RIxx6sTR@XeCZdMJRFde@<| z9I^!o1r=Is=4GE_nki!7+?iRo2s#KD#+m{I`|1I55v&ANkCW{;Lwb)6&|S%L2MUw7 z2-u&cmuH}aRjv<}*~gHVW*7Y{PS%Cunee_7_u$i1Qvn{5M)H&1TAxyrdjINb@N^)b z5;<(AqTLhk&-bO)oxxJW@b`x!;X0}#wcQ5C^rzo~W@WNeLWL57gv-vy)Pd74B_D}{ zuiQud38g{|m=P=(O(hY;jVuJ!lO^wfE%N;ED}fFZE!FuO<2MEh^l2MvTSGLV+D4!z zk-QmD+PnY_9#JBmh@*glZqTbo3bqu%H62O>Bmqaai7|0QYGFiqsz(Th8a5vBn=`pb z*UW6-zHkLhNecsFnZfu3-_#*620V9!%T=PR!>QA6*JK}+G61F z^AMy5q5|rG%`+;}ylt@wqxADPi4n{JYWyvwfc}+UeZjcy2=HLxloJtDfAi}!9djP3 zg3HwsS1zwMz=p7YPAveHB!Lne-h#$zy&U?$&GMTt(YyZ~F(tuJw#l}RHNn{>XGY1% z*Cb^OB=u8|njsq-Y|xQLeJ^C$W1$l%pHmXjCk(H1V*?r>rhp6{6?J$%$N(^28w^?x zD1|cWJ#-Rk^RgLa`_47sry&b3c6AbI=Dk|L45-37x}Bmz&-q}2;s!daaRmYNdP?wP zO?DQt2%@bFNtr+45$o5CLDHZb)E0ZB*pf5&Y3uhuR#$iQB26DSGzTi$@$tepRo>@A zCx|aw62%Ym{vu98h-q5GOb(C?Z!MmI?Jt~l-(m17|A7`TO2VX=2O&BR|9@7$l@O4@ zM#{ObbFI#)SHc~bY#eMsKpWT)zUTeIF%fE2A3BDw?3Z@3gYlokwF)^rQ1J8ytpg`4 z9>_W>toOPQGXz)V!ryw)318h+){|zvZeC)&fpei%Qazu*oaEyU($N{>XAv_DWavX!vJ)P1vI+N3M>>mo0jyH;M z_$E~|!=>jH1eQS(^tqC-mEdVo8k3#vyZMFz4x4bnt+Eg(AMA!OVZB=KAHm(M#sqfT98>6kxP0#2s)_lKpiM-o&XBJ=)LeJ#; zFTVisMY6rs^&%jkSSlj-W1C^c-J2EQLTn*M82P`Dqf0>SD+ZGt!EHagA>s^{DioE4 zL%}-W4lSIdchnVZ0;Y4lW;Gt-z`Ilw5jpGbzzL#WlFNk&E<6330JRoJiZl@5Nlo=v zYW=)sw}Lj)%uWvt4TZ!I4DBH?sReo+GTM#iSK^5{b z{99dA!hv;Mu=U}44Kv8b%Dl9F!p2wNl>kdnva{@TXl9{RF2WTzcD&7(!OLy<8$wiK zzX3Br|KR}LO<5oXlS1()Ca`>?DO``?EalT<2^EBq_qz!KE0%8$K2woD0?(3N4Cl7P z1MC;Mpu6)YY+hJc4+0k@{`{jucR@%9E$NK~*+NP}A~Dd-oU2CnBC z_NnNlihNX_Tkh>XJbAMY*3wB|(jTG6M4P-^^jEa-)!KYWuiyY26q2Rrq0ZXd8ap&S`It!5+Gk0n$L#sD z&oWzr;ha|5RcW}fkNzU*|0kLA|K*4Me`8&yW;{zcBo;Sr2;4x&CkEt)49KMCA4LN^ zl>`KN66y$1`wsG z0_->rUg6|gpBWs|HJ_nHf3WlA8KJ;+4E(WW-_`+JVIAOSUM z1>voBMr{r2iox&S0fiPmF_=#}JM)a%q?~%*D+(GFI)TaQfY&eh?EUF>sJ8_w$^pgE zEZ3~LP)Kp;QJ-=LLI29gMlFNGp9&fPX(iI6elPG+_Gq{hyBdldhm+oaev?EbpnZXm z$+ThU1OgrlA6)bLFN9QV1U7|b9)FI6I~zJ-v=@?Y1kTA9+_D}`NHM&YPC$z@ZNX*$YiKI1Y5+3mFxb1ucxVA0Ax(Ru0IQ%h6Wf-k4aMKmKdpIP2clggqnhE6dxUjomI6 z9-2jxBt5r-4i_>g_G^vY+m7eU2Hng*7VE$cBBv%9&YF?BZqTgh!9Z*9`{SdN|v>U!XW!59Bbc0~;UOspS1a3PcA|4xLSFtI#6# zDcvYW4-n`w`Ww!y9thm~?!IT#)ct_X%QqsmxZO`i4G-`OJ$Vr?9N0IxT+py8r}gb4 z{(J`Z$DNa&HTM=*+ultLG5id$XZo^ku^n4v^+qVEVdrX*d-tK+hRO2PBgd|;_*K;} zE;LooPw#ofj^plKkCbT{x@(Gq|Fpm1VuHWG7uOGEb~vee#bdGIKa=sAs=`DGksH5n8Wz{P=<^DGUY^C+o+_t63;)xNIOCr8lroid~JhxEwJvs zjvkq44Tom@mN{pZ@A1o3#Q|CxwC%7E%QeO2V@(o*-`g6%791l#bv(ucnmM&K)KFl? zNAEP=Z5fvo4(W_mNEYwNebsPalf-tLR~isDjMj=Gtvfa2?g5E}%Qx-^An7X=cxGud zET6nS98BH{vSC6s@R#(8R=>V~qJm~Z5*lp@Fb0Z&Z6sq|!R9MC65c@o+iS%)`>C!} zqho9%me%3>tq{s^?KMdAS#R+1fTW-C92>U**lM?WhO}RYM+oqT*w5Q{Y&?0^E=9FJ zA8<-o->XKRTirO>n}&}mXi^_Si?y7bu7dc^7M>bBxQ(cgj<(fqa1CsG=l}<~CbGY} zF9W~0G;|QeDdXVDP-i@s)Np<)XVz=9jnX3juiUpR0pDH>%~_J~L}rS7vWm zWIh#Sw%%=)jQjwg!;!hdJ$36cJMmj9zZI7FTO21LBcY-PdjF;t5IJA9+74ht?K+ln zMHnnWEZ%G2TR{ePx)J6B@;&*mBhv|lb8G9+>zBAipap8k0{&V?5pu$~E^4P8)xb%K zBMBuWtxG+l{`UlXp!-tYu@*L2_ykdo6;@}GVOS90r{VyV6Lp6f<(Cny)o#^l40cSb^D5( zjv*b!%nu}jcC+9qsNxJK=M_t@U{Vt7hBY~D;&M*Bk*Vf*v&Gm8um$6&ns}Lk>N`_ zi)pKwfiu4bopR%#_b@4Uh^tZzOS&QbD-wjjKz?i?l-225n z5~YxD(SKmvAXBT8v#fbOf>ZLfbdC`pfnZB;c=WBmvW?G10JA^xjsnOnTHwLZfZIHI zO+8tfe9+%OW!xsg%+``_M#hnFX7u95r^lFFgdM?TklM7sL~e=1LR`!u#>MGKzIBS9 zvF0@2SZ`3LSL*OcCn=1VVGxybsI@e1>8{yG#FixFo_L8LQ`R zi2~)#TaXH_Oh|N6n8`>0G6T?O@h#j!;+)S( zX5!P=0%bv9+hky?*quetD6SL<$a#QL#ug4qR4Gg6F2W_du~#S&Dp9Ja4L!=>fuY33 zqdwLb-MEqp+24PJuC&0hOH6_6zppvQn(2Rc5xSBrvde&!Ut?+rEqq2GivZLmqz{CF zwGbfYf0MD1v zTQ`Cb@mfgwpn~Gp7GNJLNVvqyrQj_)(mFb`cxXq6hf%I3&oVTA)Y&H+Au4LuUkpP7 z&S`4~4LCV*yn{*H{gHscc@yXp5MamkWd#&ZPI!VlBysA2$ck&j<+8$=1&Fpd_*f)? z3S(LBg{|fifR;%Bged*=0V=ap+(SuS6>~y0qb?jI&afXHGr6E~w8ALu$t^j6uYEZ5V{D!%`p)C2GMO1cd7FP0=Q7GJHWY z980UyAarY06xvh{Cp4OdrTsjhr1Qm#1wGpJSF$^Pd0iqFNr_CeVEyFxhIn8NB(0lv zNdg$wpHdHIC)z}#;%jX@rSW{29Wr8HhNZs(w$~mb&I&sYTyG|;#;4LGP*8?{x*b5JeqVI`#{l$3q#ynjM^qIb-Rp221fm0pY5i0uIA!HM0@vdT0E z<+KLOgOK%(PREMzbNHo}R*t{lh$ddZpB?^3v*sS0Bg=s-`fH}v>i$aiU(JbVL~5+Zh-ZRXKKUWL+R)lg$IJ6wy-aqX73EA&zwSSkXSH_7)U95d;aGG=mA<#p zS#-oGQEzO#G3&DTRhZswyfSMEN4HqBLjzTTK)-RQQodRj;$N!UQyD8@a(&qSr3TWfsK9Mqg5~qPo^yp(vt$7M04+3@Wfrh`R$${^+z)FlBDM=BV2UZ%1B9Zs=8Q zGXf#Bl?n;OWpsKNrRJZ2Ai=zi;plR!IY6ndI4Oa#D!}%c584q2~ z#t;cJ=h{N+sdazoez<24#f3V_E?j7>R@^mr*c`dV}UJ=*ksBkTc| z9;OV&pb#hCZ7v-CO(~j}$JNdX_(@ygwYKNaC9$_EEL`q4dF&f^vvZ{mHgZxyx(!wy z?anXe3Y|ee-yW0x&Z(|J^JF1B8IM!;1*>E~uM?CcR5B4|qYhJ!-dyFY%$Q>VkR??$ z`y^a=qGw!>Ps?k+NG^UPS1W12#N$9WoEFAiDOT`7&hJH=*U;3zh^AK{r#DJ3j0qcRJcdjyE}MFIJJ=4BtQg)4KEHG4KoOVsW40nWq@9wL;#SubvX#}vqDN2 zxW;npC!q1zZhg7=do3EX%=Mn@&Ygj(!~;tXU%tA%<6rxOq}A+_v-?202EB_-sp>hC z+`eObI5d2i9t?WC`)5R8{Q+xoXQj!n1+G z9l0;d%_(*z*jXB-?IIz$r2nt$Tw^et)bOYTP0+95lU*d>MG`~u`JM9LgBPLyB?EwC ze^*DL9wg_9$k(Z!a-w~}?F|nVVtGratIdiPIVsq2^lRgTF_OEYAW@A+V4=*S4pN~l!#JUa+ z$j|p!t*P@--slyz92e^=G?QDtj`SOHJU%cXtc0`!Ufjp5%V0#&F9Q%{?GxHt&!sd5 zeOrsjQL1S4Q!@ZAD$EHI1Lf;_jN<@(I_0V#p9lclrQ*#JlIwqIOB?d4&z8-op@VR% z73w;Y6cw15f*yN0$mW6IVT}%O=-SZ3=5>g8dV< zh;`Z^60VkMflCHA6|6SGs5hkzzul@+$9)AwGYraqsMqbCAvrT)&U0?m=IA3(NGg+3 z9N0({ zj_@Vyn%URXQ*y1%#ie1@Yk6xfJazNCBOuJIKfmJ&N{9{svf{v>yMlYD3AM$1Htla^ zxg;r-=rAsDU67{#QZC#f(j0|o#prvUr*!IT{A5G1Tmdb|d8lC4QKB`+H>UyE8!UXG z{97lt{@iz%yPcCCAS+#kB>sxS{v{ZqlTm#@&Z#BeNMG~8`haIFDM(o^ZRG*ue?{&R zw3+>VzThY-eL)Pv8#k_iqUF4qo1*93eP;5UVby6b@Zm z5gBI1v##C5BO7(-;n1Vq(Z)`>#KYHiSm71)nqn`{^VWUHea!9F+u}N_VsUj~)1LD--CPPr3+}q87YHGQBz4NFGoKCu`4--#hNq74>I+0BqAZ;5`zt z)(vULdwx#mM?z)ULDSacdG!{az7~|vRyhRcb#S<^=tpjpkAj#ZWb_f)cVnWUl94&f zd=dpyUkXArP{k%Z8lW`-_hMc?kec#Wdo{C9)Z7V`FTW!S9%Iq#3R7dS5drwu4$zUH zoV>CWDfpyEJ|O1?k~}rXi#V3b#(g>g683)kX!E^uiWZ=R?4R*}BJb0Ju-Dg72VLQ9 zAbFF=+EPwhfiF>WIWUrYT~5Oprjpf2c%l2bXwW1|KtuoFzRjx@28p{!D+6co+qHt$ z5&a$6&>5hCYr9-4M9q-l=yX>23hR>F5X1#&O8qtt6`6apJ}52vZGvc8!O#Gx@k-&; z)?e4a?1JSzVkEqN&Bb|e$Kzo1?i=KEM>!IkGNB_W+sU9l#{saC^PQYcjbJ2RJ@y*D zV$+GvAG*-nI^|wO>GGbZ*uHmGr({LOcDk?L+P2qexD-*Na6*>RbzDKm2a42S$(Lm! zICx`=j0`EzaXP1C*~Or4qLm00Gu04}(X$SM!V#~aW1r}=n1UTn*d);Ky8O@=h$Dau z#d)X$>M`X=>W8_&D%o=gfH(bR_zo9!%V%=n`R_HqfNZ8=>4=qtWXF=5i)e8myyf2x z8j{Bit^@(>YYUK_Eg0&k2(g{ZKH&3ZH!=wC&HE3U(0SAmDr0yn}hwe@4!Okwpw@;^&Zv62DW=s9qaVy%?60V*r0{6z2` z%vdkCKTyfE<~7@U3U(l%X1k)L33op<^qismkLFgtz$4^CipL>o|+Jz7YZ|PcniZ zogMPHoB+OvTHpjtMsd=9#NL7gaAQ~b^JO&cBb`C{cB|bp9H43;itaA}c721V0MhJT z{1%-$svn&}ck zNWIAt{h&lG&hsCpOd9>s9;mI($3$s7hMZY6Zk2t9n@_I-PU`e-vsw7dLsW4L=IuLn z$d$aB=~^f_p*MQC=IX>4cMi-^6{^e7;q_hZRCX&yDJb<@FinR-bml(i3LoIXbmkFh z;c&0|zrZi3JH~>Ej_eeGpoI_~0aiFZZB0(dx*R#HF>X*~I)M7;sUg%oPYsJ!1sdgF zL0`0XDf7OwiYU`PU+_8rn$zlxKvBZ?iTgA!W$`t z!ql8U6R6RoMMlg$Gn$(xP!ko^3sBLlfJ@k(EF$auefVrZBrS?0d5Us4fSPp8sX*7$ zBVAa>b2CA<=jj8V@YwXJ5z$j?>t7ADcMEV}4v^Z5vFt!t9UKO> zmv;ZRZvQCF-9z4__)5ss6*ZGg(r8W>6F64WoS*J`m-y!Vc%&*?5rWF~hLSEn7sPl; z50BS0`Gfif4=^#^hz9s9rIkIK6GRVwUxOk(Sp}c2j3?IaR57eVdA9m`KUF;X2R}av zKkYz2o%8%F#A9umx1pUS{)dm=uq6_np!mxE{Zs@yFUu>Oo$FYJR96=`U!JXZoD8QG zOi-Z#B7gYRO|R4yM+(vTNVmP4^Uk-x0Lbb@;)(AEd6Cif&JG?2$y=<#449Y4Jr&cf zLg^C$T&WP*Hd}d|=>VwJ2&YtgGf=_{h%CZTk6j=_s>!MOCwKdHN-qp_RSL()OWDpx zu(ennNeGQ)+5rRQ>w_3=JR!?n-fRF-Ctk}eE*JV>C@fAZn7q!w0yE0jAPwd2jhpz5 zWxGw;mV~)>&-}_PRhthJ8LJud36Bq}?kEKs3L!R^4x6QAto8%SwMp@!%)L0NY}0Y3 zNOOp-kq+a=M61zf!N^=#_gue&|D(qCU!S>8qSPm6)%}gLxX^4&a8J%s8sPRnWr`>a zw?lEwPqd{?!IF@5YcqXeK5@R>E$e>gnnexcte+&*fDv zTvPW6%gl7HfRpFG%UZq9jBT=8PW}huH}D*~TtQ9L4|Ah*y{KDb@+t+!hjik{fP|ZZ zcWj$uI6Qn^^W2w_FJ(w%_+hC{sm8BPYbEj)k2mU`UwmiBt~%zz4nh$udWRbUVG}VA z)?GgpuvAu{lc>*BM(PMf+OYWT0J)X)W-+CZeELw*5WK{PkIEj&^{G65;xi z54E>;0cnXQRt)ov+n-1}^v`$o#lX?`!mEYIMe8%%%XG;4T#FU2mF`9MxL+VaaUt&K zFnB+MaRWg1T=Dt$=Jz(9EEyw^XBEKV9p}UT1 z??7RgSj01raoyzh0^u8#2k*fH1YNB9z~W=3@w~u(ctq{ALPe{F=`TrMNTMSx&m-RM znKJ+y+RNOALafb3phG97e0g{|na(@bty|`hb2j^W;Q+DLpRAH@V4i zxiwBGf%8;gEqTmvdWLrItUm2u26Y2RW94>4MYqbLFAjtC!`TZ(F})~r_6e^L{}LR@ zy{)3L4C&N|h4Wk(OlD+4to=OnPW?*v=!KBInk+n{8%4=jE5hA@xogK5v$D*mSaBN5 zd&Ff|+zykq(2eRNMezthiE-h}@{JSK$vj)T(7CMx;C1H-I#oSKv_=Y1jV0u76ak!z ze$|XBAcT~q^9mhrn9u>E#J(;30qy+wW|Mstw8aJ3QY^WVbp&;}#b-1%As#@1reTkk zD&S_O4(~~8+eaA{c%BKf3e(`&?uY0%PrcJ7kHysmygizb2q#3Z@O#LYyg;!EsG5?i z+A@|O?gO-Fbj^p!mY?wCSKQBvJ#N<5@N zXNRAU0Z8M_`4FPuk{|*_h3BPygby~?NbRUj7XjCa))|}%56xa`1sUzDmp827+`?Fg zJRd`WAX--t*8l=%8ze(3to?c6QpXg8XOw9a==W>9prCl+? zm=Uw7Lz?HVmlTHd%1z=())-*XD}n-3p8GM)=PefHWpFtrzQIIe!Rp~&1K!WgwLsk8 zL{h{{JAWbdC(-}~K#Je1Q!w*dIemN&hRJ>}Qg+wbX5qT2ihd;TofM;`kHh;>c{EY~ z^XV7F!&){0dGptW(b0>s{)wN3ab6M$r3Fk%vYn-ie07+1jh{8|g* zs1;Awm~;~C>dzfbEkK=MKe2=rJn*)H!@{Djh1KjHE z9+n;r(ewbg%^9R2UqmyfeFf@1KM-P4uycn2PjHliu2Mw=NdxCx#TX-f>EYuha>?dI7aqzou!cJ z#G>eU^R#o5Pzh2?og1Y%5jGX>{(kBd#?=I+x{?>|dRH_xB>`fhak<=MG*P{6pX7ctv0Xl{ET z5%owOHG}pLNx8ZVqHL^lU)j^TD|xqWyO{egPgT;rm|#>P?BT2#->ok5Eq2Zjg4~}4 zR6-ukyzN1F0MF-xC~q&ThRsH0>`V|TKV0LWn}5jYY#=x zC$?@%)?24QnKF|K!Zf58pCX5&{$=pqc4?bt*5t-1L|rp^TVM-8#qVjs826Y_Gh6MkxbQbx1@yWQpXVYn#%9lboTpR&R0Nux%kx^u;{2JrIYS< zK|~+diAV4fCn4cb>&q{syg~`olc9hNGKT@aR5nW+V~`dHD|$SZH8@#jIMgzDb1Kfn znY%Tr+dS}{V0Ub`ulSp2z>OZIva`a6itc^&iqm~%Rv<>s zk7PdhTAnH%oX>9%#f@5>I^VqK^|GeAEN>wCxSR1J45_~TBmB|3`7gmTSid>i*PtmF z=CG(yQ`VY$Ak^$-IDA%NQt*8d1RKQ)4i}kEJcM*aNiB-WEm_t}Kq(g_Edy|xh|+3M z8o*0Is<>{Zku3~ni0de=-P^xnR&L*kQ#Q$Y8VT=U6H|x|!?}0IgL+c31Fw>rHu6@a zzw=39tQm-b7Ym>^R#@%lJ&YCKyUsZ&uX%s6!E1L4AVO91^vIe5<0ZxdnZg?6YvH zbP9RFtdAmXR*Hz&f02~{=65oHDo*qBs9U&Z7wN!w5p-x%Re(lfBe-NLOh%w14JR_Z zMx_U{EAK|Omxl5jcZ!bUmaR4bvsa8i!;$?2K;Zop-sn>mZyef(Xh$pHnEaurnskkn zmlv79Z4*H&WvhY^it{a9+%^Xe3!o;Tw8HG#wMKSOp1!+`{DoAIyZ>w`#62J6`$>Cc zZX=2?6+gVu^i1FJb4l69uaJIq29hd}bzzyzCRCin3Vw-V za@^cWB?lc1Z5wY=bwPrxq3%Z=Y(Nl94^wA?Cdwf@>(w&1=MMKdiqW!PxzSxKTDBU` zzbKuf7F0VGS&7Ck?eAq)FUCmN&kL zA19zQG(;E9gO#>T+c$vF4N4r`!Ab zc69tVs*{-D`>_hriV~-!oPp)8=)l_eyrHMMb=}y=zFKSux66*S0@_5rS8uiRB%bF~ zK=T({Xdr^6Vr{S8WV%6GxT3J*prVsw74Z(CBq+8Vt)c+57jyz;xFZ-P#=?MJP=I>F zuAH!E&^yx=s9fl7j&d$)9k%_?X_kYW6U|R$>SI^*UU3ORmAU574X}ik|mDsI$amEM0ksN`1iduDEIvp zPVD-Wzfc18={A zEF<^1E_hgj8>Ik*--Zz^yn^j7YtVt+b^2@yn}k{7s#O{Vs@vjS?;R%jOJB@QMM4Y!& zOs1lmy-FWcfbb#UvV6AsU84FwoayT%2^fNc;6kWU;M}%8T+w&}Vf^s(A;VH3A|@@_ z@_(VKfI^2aIVLp&Utu7^g=k)%9l4eqa6h~=Fa+g|;AO3|0+CSL^5yg$z`{Wt3L)Wh zXvC=jomBx@)J0_%+a6F2{-zz3sG;BvnotE~YGp^igz___ULiin6E$+0qgP&fLqg35 zDq=xUQV9T%SCBA@db#Mj&BnFrGXS$K zoc#Y;lTKV?M(lYX#3w^+F9=w5wF87dJF!=DLK z^vkNX|mKD?hys zThLw(rX+y${&wGEAZX%HNX17AIve3BHPyv51G1N0>0KTQg%=pECMK$Xh&0-IEjqDo z5@weAeIxACZEuVR(;FoAy1ceuj^FBX_s2wuO1BBz3mbl`o)__ebLBE*J;<93VCNA6 zD|2f68R{=I1`5f54e^zV*xP4^dulYFNQ#_A0l@N?{WT0d2ee+RXj=V%vm=c3xvim^ zJVr{tAZw)K2^TX`XHjeyUkF7C{-ep+Zsm>blQA`V&wW$UgTCN`ZMK>2YO5|%?3Al~ zaDRwLVKHjZwLA~iU)P_Lvyt9~=uwC#jj?{|xZrc`*6S8gVo;Bq@6`qpl@IOeLa$gW zdFb+JU0)*>?!e%a!iSZh>}v3kP!BLwhGB0rXJg&5Adhe`~ZR_3)STUF(M)=8(H34m=OKMF4hmMv*krkGLD4 zY_CF~l?F(SiW-a?iZqN+)7^mS?{Z&2OQSetstlp266CDJAm*ron$sF+)Z)-UmFg|% zSrrTT#`>TX0>|1>12Zpf@Isn{HNYszSUlUAsI}|EJ{b66HS97}f5<1HE%ZAm0Qe!_ zDXI#rOhz*K zYrG9X$g~q`O1A*U&w6iGtwdMlS}NH88$A;!aE6~J53NIQJ6rW$H1V91{jh?Xl_x<( zgiR8PU)vBr!oLazarmed46<4Ggng7YqzU*1`nkrr2g?ZB?s6|}jaBf)`&%-A3~y14 z75KRI4J!{V){vsns~Rbq;H7Wmx1)F#$itGntaZbkYwY5sr$GY~S`jLbv|(}SQ?F`3 z_9?e+>@EtHyA{no1*K$K9I>jx2#+e8k;K3?%^5g}{%~wO+E5_;`Vt<8R2-;VJ+NQ4 ze(A8nf+&#$N2bK_kNoq4XnTP8XR8*faA><-Pm~u$}tKbUR=00nM{CS}YQ_fr4HbWCy5}TmWE*qN>i2 zJ!#Mkv7i_It({g)5<{&Sw^|0DXl z9NkU>T_sDrkk3G>;O%XE1?c0|G0lH}yS`BKXebJZ>KhtfqPoI&8S6e*VWb^H_+ObL z;NsLYUf&-cw0ZCb=0oh>{@ViL0p}?i29O=sZ~uMl%kIew=l@=omqlqW7CeYB#8XDT zb(_#&TM)Y8Tk&!Hvxd>gWMrkv7uEfJ?8_|zIOJ17ws6l~<*$i&z{%dzpAGF1g}-m3 zHW6?8;vpA%2{6t8YA&gnt<6;o%mwl1a;U=6J4@7<*3dA1dm99s(O&0Z`i={+L>4}B zTH}D+MTn+-Or62#r-95O4QK}DfL1`)5xYbzbuYF1rtZDIbP9#d*ZQH97%A7Y8Bps)>eacfV8By3~#jgX?87 z$6c2OwIN#Cgrn|gjsi+XmY0y_M`VL0bQC%ui`o>5S^izyCxUyhU@l%?Q4_>6f#yLJ z@|KyY?af)AR;ZA+LJg%68RwS*J?^gjmyP}q4{adgU}MAp9Tngy1&U`h9fSvhB|ZpJ z75?j{U4s`B3tnPvI|(Gu>p5gG8z&>V;xNExtpe@b>G+?8eIjr)6eb-LP%$3JLD@7K zCGCNHG8H+BCPMDWP0-@;o`a2qbsKmv&Y`;z63a0R|F{f3Fs9%%ZzGc1 z4^`c>P2WYjS|}yI{$JOg9bS|$YETT&fWWUFh=5U8bTP=1ixP=tWoWrMTlZqsi>vS=G6>6c;&;L`n{C%5Hd5kABYu)GFL2{YbXFl(zycBF?E?ht0 zVRnMjV7j2Rp2~Xqv)OeSrRgfUFu9J;q^_a+NnHzM-}yFgCC#o%+}nQRRckx#H8@7= zdT;dC*Gq5WMaR5NxR;qe96`w1WWVnaKdbtxx9%N zO%^P&TKk-DQqv6(Yd6F-8w(&jc;Q1dw(K` zzWA)HECI)#AG%BJ2bU#@#U{zmt$MU3>Oenfz2OOTV|RHzl>A7gf}TA+LUN6D=5-xe zu9qdc;N|PZ?mS{<^?{SKKnXvSZZ8u|g%gH(t|WB*PP~JhH51YAtE%TRhE@aT&?Eg5 zR<*XMRj5A|x^`C$*jC<~O$6Hec^z@-9%Ks9%na7}EUiFG4jcX3FDckCGT%w--*98TzHVn?mZQ%94o+9 z1#?)-`KrKAeECog4;%|FxGj{Up-LHs@snR z`()z|22caCj{bGkzyCvt+C&W0ZKphK0Do|s!|6ItK#FzEW4b`zfN^K-&e+n0GD1L} z2_U*#hNm>d$uGm9seyCHm4n42uZT~1zB8?M9K!xANcB0En=$_`yK8RLt07l(;On7IaO70}|}o&@hefX&<0?!EkG z5e2O%-OVW1_ zwtHQBU;-8jy)|$bQ$G0NT7&;zl}@LkoER`CWuw;yM~9S_EyG()Jz`=aCw` zO3KxpmQOULmNAUjVtQD}3D{^#psI9FP!-52>QoT)mV~03PT)vmmZAIbq^baC;fFI5 z5k4E{YoKbL7eZg{auYL6?(r%aNJE;TR6f55vLE58qnxAU-)_g*PKs-PrCx|2+GB=* zSBsR1-fI&uEwHQzK>xA*FMffF-5Ibm90D{~c720peVuSCqpD5Fx?Tb+{Jh2lCYDUS zEr(5IG6_MfJB&{11V|`~+JbmhLXv6Gd*}`^-v|67lyo*wxrO5ueE!rib%G;{ErF&u z8&2fG;B9ltUtqk@a2;_0srPtXw0>6cRygr1$RCn3*IE(m)ji7v)qk1bC^E6@kl4=m zfkBaAngs**qy%<6>b5@CGtw?H99jexYJ_s?h2HI#0?^j_trz&;Q=V;Sc)}7hlxRin znpUkqFIzDX>X{xkp+tA-fQ<(VhS&-?{sFk{={r)Nm@!|?o~D%LW1${SeT$CtLV|PW zbqutF$@Auq`HD>nSfkkwtL`q%uWBv*(n20wqGHpi=ZXVDezikwfzA4()m8xJMje{H&LnM z^PcBKTQ>fnb{r(Q^L_BTMGmGSbaQ?NikGgz*x*~$2~hjx7Dtn4ybtFP@;HQ`4`(ww zpm7B<$hKkFl|EZ*A6b%q=0hr;&FIUt+tOM9Y1QS6K0`~vo&<&>+UU>pEkX_)a z{~8b0(UR;2ll%Cq#cmCik;f53t{}V63)F&!-3!aR)3VDorlz zeKba?3*LPanb>%85wvp0X{bmPyIcGrxz=BIGk_twhSBi@^Xi|&-~$ZB;FvG0KohMy zOPfG7`WV-4!K^3+Sl0VXn}~Wfe#bVd5eDtE;CY`N#a)Dh!{PSFlXuWEXP&W&zitmH z=M%JTiwIWPBL*H^B8yWd+hUvW4+R}V2U&fyp!1!uC1L}5^4$Ck=#jV`G7Xm!S5#3mtgweBvgu3@{aNSEaf#4qaBCjg5z%F4B$i z4&f@vAiE0Zy{%gf4GCI};Rd0jcsDd9;Kr1XMBhM`mVil5n6&YMG;Q=Z|DH|~&$`1L zIZr&2>{NDu@RHke^?K;-`_<0@_{?`(u?a%@ol` zHwOPk6ZH%jh_e$_&!9(_HnUjMeKheznrz1aUyl%*%=oI|+?jfP0zwVDd}-n?5-S&) z;??g*cIwGmnQR0eRccH@J#56Ag%qYnnwS z2dDSvhdo02#ILwoBELAEadV)4C4$%G-<#`NVM|Q9l-!)uY8cfS#=UJaRd4tS9}%1m_%0s zW+KKs{5oh0yq3JcN4cS0*$IUNFI{1r#N_^$@1a2Gi_-{`;LLTBIc8X`Kh$#&B+oEkI3|G9gdssW~Y< zL2Y1D@D(dSWl!9KFA_b>Xzm_tD6iB$Y|IM-#88=u$flQqf5xqiW!CSFNQ(I2tyi zNcnbx4Z&LCyy?pmR3?Yfln`h|_A;kw$QxZ51%1TRkXxerwE9&O`nz3e1XBU+_=sJ^ zSDq}e69mVq5Cdi&Sx#cr_^!zCov~f43_F)s74!XHMBslzN8H(+7JLeK2+M>y0P_=J z8@^nGW1I%M64G;Y9TOIY;T1e`GrjswC^{p}&A^aQ}c*Q$Aj&LL@IQ-7g zfgX2KS>#pjF(O95`V`Y|o(_X9ZL3i~^eRv(Kz?=|1BXZnHoJ-kJuw4T<(oMXN@X_U zmfcP?V+ro8o5Ui$$?k0Oy@6gX z0X&>KL{#(aODH^!h0f$%lIzpYL643v5$7bnn_IBvxkZh1)~WEdMcReYu<2Bgyo*7@ z8fK&WKOV0ZKyS#RzMV`U!LV{a_A#L9IDomuQN7;;WcSL*aYK~QT%|yKYW=#R%)R#k zhVOzcAC(7fKNg|u=FfGrz@5A>{ji)l$tI8)aeMK)xsvWd%KWVY80g_JAzZVn#Hhb> z40{e@(GIHsPu2-8D*^bgrvQ0G?!`kYA{6kdKy1^{skJ9MU?=%hjXQuXnA|{Hr>+B; zm(8`lnzo1I5Rwi=2N0ht(hxoaf-Oa9|05r7jzgx<8~q>4E-*@&;7TAX*qMl>YSvXW z()K6?tz+GnCU! zCdEymAxEus#C@QUrR9f*jEDE&EBxCD8f%-TKQlevMuDolp(>gb*uzMihwk)HS_Cxl8i4%Pvvuf- zyTmfJjXW`q&;p083i1aO_#&%4<0V48AxqDsgd9@*d6A+(DQunH9)AOEBSmN><3R9U zpD|ePK%ac@%xZ}dOUx*M=-ToIg=;1NXqlkvT(av2wom{frgTWXIX7Wwqy5a^Lz>m& zhi{gROnZ4dwg?oksK&f_dFKF#HPT~w?~OzB^d-8I_!2D#O`UU#d;duyi`s{7M1eJ| z!691+n=HN779~G#TOmq-mr8WXk=Nj*LU?H#YgaMR3C5-GyU?62=X+-mO_lyTfrU7t zGx>_&{29fgMA85%1r~^obC-q}&l>EQbm)8~P;O*{hAWnQ5_%YBI`1byD$ zAOyjV^}kJC9?Y+ufI9K(XXQdI@5bGqhF?|A&MndZw_Rm~TpFd<7zh`yA>3kZaC=K< z^D|1wX8RpKaV^lN0>}PeY;hi>k`o}gQ3R0f26%z{laP5&0!UWf(6L%}aZe|tQc4j! z?#O8$_9m2Ksi1%jxIOPlu=s1>O6R$%2TlEs&YRxppQC9x9qhO$5}snUvEDVo3~?huwf+$%{;$!xk(6+G$`1?5zH6`@u9bdjT3h z0sVomAq=43=8aNL1~chZ)rNTnO-Gw|6iuO3rbIrl?@0r6Z|TZ}*L?Q5`U zl~36gsUh5;e_9v4@CRgcp&*s{2f{0IupCM>;5<5>Rk83(?oB94HYQ=hDK87 z>?$q>mm!P+K>FGZ&H@>+pHHOezAb|)vDpL#(?y`|)EPubRI0?vSN?z$fTuCpOhg;g zam5dHKuCu>aUaXH{{XF~pVc8ZC|vwPYI8zm0!+IiOr}>ua0_<#Bw!y;YVz%?yN9Y{ zG>BO_D?}FczY(RjWj4ivTnf>U9&Rddi+i3?<;=6>wD?tSDG}0k#<+PTZd2bmt^S z=cfV7NNnf#MKTz6uGjDOWac(FfK{=>MC;wY4)Bxy^Zp20{tG_27b%XC|88`W9lr#) z36+#FT1L}m*#EkVRAD{+0GCa_bwovF341@1P@Dhp%-JVp`tCtDBb1Z8Md>vT&`-{b zY2A^)XpH59)3CW4MYh$oSQBityLWDk7`mjpZK9JC*g`acxY22e=om;F;$9L-Kl33raPjL`1fT3u!ugbeA#r z8KHye2g_hnbOGo8giPf71G445hP%4_qV`=5e5Q?*lLj$PX!d_kN)^c9*#Dl zTX>tU=LFa}m4pTWyq+&Z>P0-27SVbaaw~sTxRIyB$1bj1t%8oOjv~a2J@On4m%DeP z>Y^E|7pHy^fS9ZI4ve} z`p2qpp*MD5j44+DFe=ZT#J3uwzwptV#4G2saiHvrG=Dc~qHSu+g$P2ocoU3R&X%aV zu~7QTd9>*7G%rPZ1Bmy@$<7$U>>j63)J$apfHSM!Ss>41bKQ2V?Db+R9`_H-0jUr& zGaq|(5p~g6?WITFfCEZL;YU?Fmo5}E3CnH;IA~RO7J=FmAVyGuZb{dWW3&FXgNSeX z;$Oc%%<@Eb?1E3IMB{J_Z-nd4#{^3F1YB z2$tAIpyEp!29Kko7^CQmKMXOV3jsnz)agMT#K~R24@CFsnujg+8rb6iV-m_O8w#EP zNGNmR0^{9xyDPH}fQyxbo7~XefqgI! zra(9Y2Ac}E66C6!E}VcU#h&a62kN&q0m1q8H?2Yj?vSrL9jB{7-Hk@>3hwDby>)W8 zi3r%`v-_}=fLo=bbUPiyN^cwE1fU}i4k1TAK8V=@J*&2qYp>p&k$iau7fpT0E3;=! zETXhJVRFJtX*>YSMFlm)!`9Kb58Fzy5b6&K8*Zq>y|cOw{V^^e(0+9t(5JMvS&Ef! z&<}@eX@zKR^dFcOy@WFU*2y2s1!d}i%**7FK-mkof+u(Jz5~GKCleF6Ve}sZ;tjZD zcnFHT5tg4JHby}Ciy9`dCtLa^taN6w>j*6Og6{#s2nVhOYN9>%F2wk(X*hc$#A`wP z72aU+(MjcuY9Dx!tJa9a*!cGE&|n3mO7GlfnSj`(<1u|l!6b#2UiCR6Rw*!Q+-JRi zFb&L$Gl=zc+69T;M6qg-#o$rI}qoQ^!hUezh zErO;!{x`D6+A8Yks;153yo3h;^ozrubDx07^g4WPC$ZsB{z;oIU@$k9K&9!v(71ytAL)H8c-;4%4@IrFZ^BP%pnJ;TKkV9 zCx&_8k*%#aX3)2Pz;4`>Pj0~Pf*Q;7}U+R+Rud?ARKRgd$y7a+vujw9IF7k!FLnl)i z!cHse&A+!kN0Uo=ztL9V2rb{aLE_VdxBp+q@IT8F{;zX<(D{Gz8WcT7sU(qf2;nTe zhR}mpz*@SvE2p2qT$9ac0`Z7+T-}G|`VJYBlHb8&$}I7BuhL0*dlKn*gkHj@3yUB= zPD5jB&b#iM^5eCZq#{5qbOA`1sI6xag+NvupqAW3!U5qMfMB&s5c{t`2$$wrJE;^e z!i$s^tLw;nAg-h*f&l;&4A`FuAY_rKyhY{P4m%8wB!x$W93W2HIKU}?-h`3L;ICGv z0BD=jxJP{QqT{vWDvKcO9?J)C)37RndZh;PV<{IMbZRe?l80`|0Aujc1YGBUJJZEq zKJYKzlSJS4fQrxdhJ>141N-7Dz#x_+2Y{~MZ~^C_B-sb8iKeQ2fQ@p?@V?VmZ0*5x zWz5^8(#3%xwK#I5N=wdQyNc`6Hm*cFdPR%Yc5|hKbNdBBns&gzqG)NbpKn9T>Y|04 zeNj$ymjmYbM54^C~og8$H1{{{cyY; zK8ugA7TMK{3!T?s!{+AmztC8+oYIgpFuB8xy&`IB)NDC5HEmH;e80&%#f)+dxsZV- znD+UkrVW^QczA?_=t*3^^c>LKq7`OmD+y1Ll8QFt-EcV-bOBbWD7c51lc-iii6lI* z%P1cm@s1_cZN_p2A>J)gYABEF1FSuNpeba1ePwq0-%DNu+1^+_NV0NP=7zSQ`R8W0 z(LWw|?Ids(Rv73s&_;R=f_f(x#u^}!7y2N*TulE(^oo|uzWAgJ5Km(uh-n?11#GIv zDcB#}7zdiDfdQmY0lvk?e|AGl3t>+rudb7$93C0!;Jsd4uq8Cu5m?fK&_l1?N38M4aka&iGCjf2kQ#x z-q{5#YAix@ir|f^^g5yBcmkSvDI*$8|;&lDtFurUP#HuRL zlu&IFv{eL%Njv#IacY0qh&{}*hIDk>HPAtA;4}$`Xldf z7`fO5$}O!ix8Y4U&^FAM^NpOLc}z7A!Rgq^XRuRPxIp-{x>tfd6zVc~eEw{Kdglh% z=Kfn!vw*5THwGxm@FhrNFA7uTLlQ$&IKd0lv0p*REu=J}I*Jaylwrl#a4~irMOkx@ z76wfOo(;do-zH)%HX37|6>*Wh5b>p9jPh?wEKSK6#YK>_D1X0-)F(AtOZgiMU|lrK z*N41fKriGD+ht)^8DKO9&)>B!#wMCsSJepbyH%C3oQ)rKa3Z3iCu^GzSa?Nhz-&7s zIYj!rt)bM`Wk%VMlH{z(*8GdfldsccNZjGQr$Oi`iGpC!%RwC$U`G%X{ejtfUqKWM zIGOf*$U8X;he{0Iu$$-u=tAi-X?Q%So#GX%hBfUb2z49--@thrIX;3CxO#?D69lEY#idly&U^#rU}bfS)kH0v?j*Bv5eA#nD7y|)E1rWTYPXS` zY-7DFR4lQxk2O3j%!sbZ4cv(g?&z@cPu2+Z%7GMi0#-9`;gXsjl|=uLmA7GTs4-u0<^#(c8q%U+ z90Lv<^@sEqJHw6pianCF)s-iX5Gq6EGRW7%PUfZg;-MeIIs4Mu1E&NyWWr9?kqEZ~ z5=bXegT1G>4~JjCm5BV{2x$uScDC!Q84;V@GH!T`RDo4f2X?PO=!X*ITHIYXPkHIB*3tA_M8R_8Qrd7FQO zfoUHpDy*Wn5D({?{Gw32Lf$VM(Kn9Qrwx^hS%-!yPy_&6}`C2Kc(Ofe=3S6Y)h!*|5 zM@4uiZsp%Y%^uVI;ra82&p9tU>Kh1j4v9{ln%B54YGKv!^pmA!TM-|#`%~HW7c}or z<>N%n0*xbw*Od2|XWV?-JKBwNC`eVGmU8byBE!|Oaaw8@jG=1K^Y7zq6cRl{kEq0~ zXpd@i4wtj`%bwyVL_3J%Z`+Rh`goa9Xzn|&Ca>e4^4RjZP){9qv%@2v;{HnfAyZ(2 znkBm5!|96mNS3=#*+e6~guMgPJQ7}U=jQ(k-kvI+%Ku0yA&G6JmyqR<#$R0|v(Kuc zpH(}OnQx?gRwR5ll(9s1{ZiW5KrunW0mS|1EyOuJeVmC_n|YKj=!dNXCA<4Ane!A9 ztVmM&)sN4=TF#u!pR=C+0ke1bv0fD29!m(hxf}mG=zu|dh5)W0@h0BO9?+eU(=p@?^*0pnRpp`6`GFm>`E|%Vu#cvRqLfB~sV)Qw zDd_s^qgF_yLli`nf11(A2#^gI%c{g@geEJF6qSrmFtp<}hqXj;*r{;~XGfXYb`e@c zT06~_q{-Z+E%l%L;!nZyl$U~+`<$FgQ8Tlz?D&bB){AANyjsd{<&iwp@!A4Z1B``) z@f1hl{VCcRq;Eq2Hc$VAg8D$p49&t``O7D|w9>GD)2f>P1dn-rIY7u0b1K8QMLlPh}ejLr2H9?u=)D{c#k>tjbEXwF^Mnj z6g?#O>d@RPMhSN870Q!30W^nCGCkoH_3(_5_sgMqruyaNIsfMYBxgger(z#cEu;wC z22I5Woo7>kQ$g>g8X5H{vrPGpK#36$ z;K*NOg1+N|B@rvQ<$Z%{ySa+H)q75UX?ik5Gp}Yi5%+B1K%~YU_VlQsKiE6h11^3DNGd!)7PSpMc7fd&HZh*q-#lrZ0O*a42y}$JITQ1U}#Ad{F z9OT~Zq_z913}Wa$S(*>sPhrss91bef?M_mYtTWkO>sthImw5XW1NFDzJ#yVO_^zB+ zVnx+_`jr6&7PMh_ZQdw3W-+>Y>pXfnCW#5N&vv{ufUMKc3=D4my4TZR?-|kYWwJAd z@j|mnASqN4-8T!Hr;Frh znVH;SPUZK1jZ?Zqz1Rr;NI|lx!;kOOHGgEoX0SRg-4<%f=GC(w$t9G`UDl5Ou;y&m z4ou8(h-Y?BYwUI;=Wbfp480wi_|-wJVBC!{qG5k%+4u=+R&(yoGpBJ*Ct&r@M3Nje zQVMCtII<`Id6Mu<^wH4aoBKj|>4lXegN>u3B-*Tw)v@`vQA%{1Rj&C@*1I-1b+h=J zQ0R;wb{OGee~W-c9p_?MoQ~m4NaIb-3rHHq=zlz4D(^@mUcP7y=`nxw8dXJ?cdOJeAJ9`+U&laTDbXI{C!T}xN!#R zR~m~pVKUANF4^+d+@<&E#uX?<_GQ>(@7#;eZoG3W0l5lQf!B}`y`E$y ziLz>^{u~+e!A-%RQ|4Hd?rvfBR|E;R;W5j*4W4Wbl#|D$PF9x5 z&UQ32d&z#IS$H5M|5k;(P3Bm92KDeh9_4c!>4iawjt$q%jyy*_krwVY>ef<=xzi>X zl3$S13xAO2_-mt?jh$UkGl`1&G&WS*TZn?Rpnkn8esw=qQKv0}$)X5Eo`Da}+s%2- zxgj0FXdn3xR_DeF0YVM_2aYveqk_a>@opID6W)}p`5}2;7e&KcHsP%4QM+wM#NRz0 zXJ$Nm#{8DtzI3&K#>dZ^@e$69zG{|NHF?N)HFi82&7tY1lcpM))M+_&QYU&?x}tjK zECncMx1I-3KejyH`1MiL!mE19DVm{^63W3Gc5|2TG}*Imq`b3t7M}zKy)jpxWmC%` z7_=NZNvSIBR4ntDX0{6y0`W*By$JQ-q;hOZqFge5T*|SrmqLw2acAS`nk}7V?w{aT z)efd~#43k8rZa0R@~{8B5<|`F?x8%vvypLQIQ8{-&j}Xm2A;JwV;|3w`u!high&{w zLY0GbKcDxf&WG;YJ?*p)uNzWiP*DFdH*WBE50Wo?1ETjaHp>)hJui+fVR?rFewnd{ zA|?KWN^-}B$InQdf?fI0;&FF3yuTjCl|#`llhE6-k;2?O3pr?#hffo9@BP{+t%Vifn?!*>K_YZbh!{TXvtBxS^hd5u zK;vwK*(;dK;F2gUFzOJ>_)X2#x>O#^qBo~^g0xs1=E9X9X_S3-oLM3CSr+{gg@r^o zi@ST%=A1rO>8mR1UJV1VMW@r8f_Qid1!~7+pU{$G8$JZT2V^upiN(E|D&%6r@zpg# zeH7v!4gJj?$#rMrmBUv~bMKMsFJEqmpn0f8e}}he93WZas$KfsKjtpU&i+20B>SPG+ce_$@8*e^NhTvLK)conos8g~E(47t4uNud0%Rcv%$V65 zhGaO|8_OK2ci+a&Fzso z^h&L6bomn8?)9^B$LXrxVsq(7E)MuL{}znK!hgPrmNBNnzA&E~q|!WatrBURy(O{N<+9_^VA+5-MjY z)>`eoy9NUGbf2IWIXfLncBobFGPxxaRCH)CUZ<^P8EI|Uht=4_75@r7|EJ2||Gu(Kf2(sQ#(8&CO8;Lf7#Mm1@$Lkg#ALV{)qMC47TJ|uwbf}g!;XTxncfr)BI3b|ayP=Lwdo?-u z0e50)Su22GMEo7)RADni(r+9qoBPc|xT4csVJwOQQtauQKHQH)>PVa02}%XncCrUo zkOB|N)P#@Hi|{~^JqLmbLCx+u0Vu0=ffp-wTb|ZJp$hO^3{=G^A(S40%&6E=A4;CO zfd0Xo*=ISf`9x|E2!N?3dIR)@16iE#i&@L(sD(K~TJ4^W<=e~><>!FsDkIG&9j}=T zHfeWMsby1Lx3Zq~DIgz=#6Z!yaHkcC)QBay@OQ=dfeD*5+u6MjqJM+xceK&y5f`eD zOOVsO0U`p6PGpj6wgJcL1W80ZupQY%r6khixmQ{`CptE>xp?~k1EQ=^DYZ2hF#&Oj z69K+-7mRw2fuhb5VsVJDCARh(0Wiimfte!7iZr40M0YE9D7|)sDSDi719Jm1 zHanz5al9nJtuDvni)3^6*zd!WIU3}h&jG$217W`+=y)eUWS{_M)1(v1x4WPPPZaW) z?o*QrbLD$A_$_j6<)zU$l!*s>$*uwFd-oSbF<$Nz?nhlfI>6XfS}Wgbe6~H637|mH z{&vhZ6rE1b>Q(!CjmIkTq%IMBP}DZr5=}Gv%oO) zfDYDhxcc)QC_m03>g?B14RID6A#E2qBx=-xP9a&K97&p72MMWWG0Gc}8bk}k^wJ@} z?9p<}Uec%m)Gu`s6KQr8D4OpW;4JD|f9WQ-GWFhd$4C;JbCh#r>ZatOx9 zvWFOycvn6`&FWJk6m7xbPn%QRs}GNDob_hYXM24R)ye-f-p4EB{g_hw8uWtl2(wL* zuZ8DJLZwBM>t;-V4(YhVk~+@%jRqTEcX)i!U$bHGV%mkk!~;O=*(|P1#+fey5~+ez z8NV>c+bQcdhGT|i_5J`4u&{+j!MtsSGRjB~-p1{N`h%zj69n4E!_{RKr=+J~gj5vW z3J111gOA|gJVOxlv1`0zd45DwR7*LX5tV;zi8awXb(i@dOuTM@V`|JY3Bna6p)aXz zJnMhxb)f`hfi<&PNLv~e@ra+7zftmhmEXH{T9eb~RcS za^#hz)Vj_i&IW2K<`<9*s+51Y;E$x7Y%Actg6_#i@LU+MaP2dbmcmVend5A_9wH#` zwohoM9HJQ#F|R}&S^zhZOgT7EF%dc7ts55(+?Z}!PwL2AQKQ)=ORV+4*Lb$aN8>+*!9%C$OJg zp|r?QZkYe{mNqP;+g7OMHEE~N##LuUN*FaaxUqVCL`*KQThjg;$ZO}fpMExpCk6d= z&X=YeQ#_1Ook0o{h|65?lY4xUsTYcDG|<#1r{OWMO)a}kJ(C5`Uw!}QdjiO+tiCd} zYkj%QQGf83=01(dr0tD6NRHD5lV6^h$UAMo*KMbqMb$&qQ1^r+H9v0>xjh#g!$LEW z%!OjN>+kkmF=X?>r)yMo*>N0c0)dPVhuApj_e7sPCLnE!zB~ii$hgxw$J+GkvL7n`&%<1FOTGl4h zIqfjZ^QpZ9Z-wi6d9|w}y?jyBDFcnugju|Hs3|icWKMiel#+VmN!6?3rc;#r7D>57Sj&+NyU^~Y9 z^wn1^NuGrbX|yRb&e4Uvk%;?pTT3{pB3|&N=A;G7`}!Da0dC{^)jp(g2Gw2pq&bnd zD>~)y@O0W*V2NBLUgX{;I3bPUcqb?W{5bYID!6G_bU4M%seXSb#FmA0)P_T!&GI^- z5Vu=zUl}i|?A`JVuDR)%SU(HnLdDv<81p6S-P%!uhRKjKPlaVpactGdWH2V&w`7_5 zWP~GIu zr3TK|mPt*Aa!K2>+78^Ui$8%XQUi=yf|!f}E8$VpOeb>qN9~aISw{(?YAwX4I<12T z5zavZoE|8_pZq47c#)8fm)n9-*p43jgclCmKqKo_85K>@S+OKR{18^{k19Lu?*XkT z{CV`0n6u@;C=}@Ac-sI~>UQ6@XuSs5bGn(IP=3Y6WRHXS@a8C84_k+#fSIp$p+7pK z&=|Q5W6BjNsA*nZF<0h8D1V_JN8w8)@(4@Ee(oSO?Yg1HrAe1P{{t`2yc#5#jJY zh4tg1>QK4+6}VWp@H%LZJu--z0iOC=Qr&!>P9D{Wh8-*T(}5=OWdk8tEmjIsJ8}5o zAh$3x@5n}2@cu!^2bEARCb(wUaL{!|&PW$befC%geEIhI1=;h)kE$EE*emacpV5V} zAs__JU+_fw_yIeBHtZK;tZI@ta$aBUfzV&7q1JL*n63z!X6!m06hZVHIAxI#h>B)#fKDkNjSngw70B4$;cgLWzrg^6LYSB~*@R659eVZC( zXihjW3SSW8ZGrb7xJ-)#4W5b(8yT{fAnd)Dw?Hq;vj*X4Z`n4g6Pj&;*JPZoL_0H# zWRmtP;HyUmBb2G}Zpj5JIn}Gj&z_!wkUFIOn@a!q5eu$8gtWHnA*7V3Y8I+RV20UK zmpyePhlZ;TLnzSFFWZlGT@5az7@KaG3JDh@Kiww;#W5T7P|Ml#f}>7 zvQy@v+wGz;_I}R&&P$8vEW|+o7cZ`|u?1%RYYv>KLvm~`Jo=(@8xRZ{q?2o97CHt! ze+SmTXdr09r+MfGY$H!Uo#n|&LD%yYf8K>FWS5XQVI4E4uMj?Sv1dj9;-#xH!Jdd1 zxCZXt%^>_eHNCxdA2)s%VQzyk0ZG2JDC4SSqi3YNn|(OapUa3@Oxi?hSIPOIy}>^n$C$ zTtFs}ZVX%S?k;_MW_qH2`m`WrD7x9|81ex}e~kgsV>iFl(|0PdYB!R4y@Hx!qR2gP}!%+zO4X`RX_{X)!!X2Xy)YT=VOoF>`eDacFf z(&BQ`#jzz!J~}w(fE~*i_O@4BkUL)OLwLS zQ7g++ymxMHc$tUi#&Be0Zu7&Tpo_#WQ#vIzY_#N8E$iobSZOFnbtT8U8uHqYz?+Yw zrp}}YNva=W<~1?#n(2=r<)PXWy#IzdBM=j-?QYy_{`Cu`w=b0o3JA5E%`~M*(9R6T zoaCYM&a_4DWeasJZ&`?KeESsN7Pfj`1$q!HLb%Ykda1(=+@ve0+Q-W8odO28{pXCC zSCH<-6kOZ&;rP3-Ei>=MrGz$!Vp{qQ`Xl3?H@-~-A{Uc5y9BXus}qU5Uf8Pgu>BYH z;J%gq!7ZT~=x(!Q#}5PhsQQ_n%kwB;5Vz{qIUFWh#vs7rTIu_?Q`YDzx!Y5AVb>IG*lt*Md$<#m`d3g1wjGEKOzW&TeftJPu5w zQ-gI@XgVJ9@=C;kT2kU*6Tg#6h=Xl&SlYtFyCjDK1 zH67IrhV8eevr2EW`r4{T5*?0v6IpDsIjI9ZumD>~2UU?sZecUKo5S}}PHw~XZTCo= z?zvo&y;#r3BBd~U4+EQfe+WCZX>6xc=jVHG6U!PL8fTjt!axpHs0Zw>itzF(#fT`? z*I?P$gy*i}tp>exVlV&f8Uz_b7qH+_s0WLuNshW(3vbg;4w<hB9HPHP@XeuV< zYKE6DLle2qirN15(clBKs2B-mGJuAEO58Z-G+mVjDsAc`$6)a2K3;=sPpJY(x|Hm0^!&n6 za45^$7n4|?$v6a>A?;tg%fVyeP*hzUperG^=OvA8w`!a{HcUtX>F$gts*caR)fJU= zj{{AlzQ)^ak^j-zxj#akcX3>s9%?BnkrhRSLOUgQqcB4$!tGNZjiZ8?;Lc`w~~G8Z4JL-SZZee&P}m| zXMgqSuX8%?Z+yfV1cXKdeiE;(SWA(f*r$-L2R1mr=xfz=dt5e}r5wS7t8tR_{*uI3 zIBvV$7^ZTrd1tuIT2a*f@&4x0w@(H*NNaf7JJeQKjT{p1)+Sa#Ry*t5;8*bd9#;RuhryajT{&ZERM7uw-Yk zzWIx;;xfOad;bhD6d_W$xV03El0y-K;V^Zo0vqS*!Z(x*R$)6#24&=A6*Uff$uz~o zBvn>23l3c(iM>kl>lY72_Q`#EJ}wM}7B7TYU?g*N;VH%1ct&2W!6bQmOQdg+LCbmA z#gI)|!@z)3C=+dK6U!!wCmH*2`)Vb<*jn$X6-hl?p0zZe-M3$2om6KCcwy323>(6r z1#Wz5nhE3Lb_-Vtqd|1N4Acqvnp?fk*-&?+b9Q6hlDD%TC68)N(j0n2F2uR??A;4o1A?^t9W)p>p!Gmq#UB32Fn?W56wv zC_9Sos#;=}aADX8?f7SNb>ES*;Qy?3)sAK4I21ofh52S`oF)9?yGl%2x33;@jLw0= zH>yD(8J1tunx}p!;(iyQ(G+~uWIEoMw@}oqDS_knrH{8cM}FRmhtY3&#?_rG;hdRW zZQ;0X)ecRK9KR#Vn=caQcyIFR^u{>l_4`#Gt&ZQ@G&$}3DI-aMXg7NKWp*#L=(#9Q z41i3PUvx~xG7v|+Nd>zR+DnGwS=&jF+X@Dd=&_ZCR%~0iGohwqp?h1{jeOSiW$08U zPQV?bJxx+SV^c~DGPno=Sa+kCD}O zh&1x^+#2MDIY^uZS8c689!Z1Olc{lX&*5 zDc}s{_=mmiemya*JUHIsRWTh5<--_8s2ML`EJ|%?Cqn_|PaDTR81qG&5HR7GY zcE}D0T69lom2W=izsDNE5jZT}idJG<>{dc=xjeDoIEvx2d>0y*PTiIvVsZ#3yBlN9 zuOL%2cS5zoh6-9(E@EcNr-Kvb?CrO#vCdn4%c6*@r5U#%=Q~^ZowY3&?yR}`Qs>NJ zyX)VxnTChb$Dd2&KC+Tv>UIt6tS?f^s2@?z-sSOoS_EOG3Yoe4`C}_%|2JUdAE;678h@4#fXFgK*r@9x zBUDfBR{?8H{%U7%2y{jZ3{9lbDgYYN4|Df^6j8U(;>~rGK{j$j7|n~PU*PO*YL6DI z?_Y`@c*;Roy`60Vp}#?;m~#~~^|N!}DoR4xvSHR0P5S(hJ(QqQ=87fh>L{ec4kf*9 zx%THj;EsfJ9wTgSD~!eqsabrk5X`{l(6ELf-^c3YB*JdxUn4*w*6LeD9(sfl2J)XecU~G=SaPty(Rx9Rg59*s)X{K@o zF4ybPX$=P5k1t@u!*sm87sX4=YpVn6XTS?x2uu9oPdOhj;ttG|gwvnz>+IxY8>MQ3sPZS4?DYAge|8<%#Fhk!92mwPFui<>!O; zqC9AUs1m4H7Sr%8`@g`ue)&gUkYN?h{OC_q2f5&`Ladg&(4PqRAXdX6p^V;g>k=P< z!%>LaN{^@gItrt44RiC>#V=rVAx_q$9L0jXd;)hU5Surq7mh>Q3OEsT>8it!DdVYz zf&U6&HHB|_@JzhH-OKr_WK(JRl6=)6n&rc?r+qMoUMmHKs7=A2IsWd|Br;TkDo2iD zx*?5S^6MrB^BdIc&*55zT;PNLau@zS?a3H=ldOCIeV10xa=L6W$)XwQ29*aR4}?#+ zDgirXm*Sd;Pnh@B0Cir6x!owls4sctCpXu7l4B8&B#hM-qzmAdL=+ccFN~U8+Bu!2 z@JfCz9EEnFhF`O$Jj7+}F5T{Bb%{HZxtu8PqR2UnsGrXv$8lhJ(%V6ExiqEgVjAYE zq?5^Dip?k)z82H>Q;?bi#=?y-?5y7)rvtX#Puhx0sB_}&nCsQHp|_U^l*sXeDLO?U zsbxVe-ooDzO{5SGQU)!3QRzGGLTr%Am3`WQHz<5GG{j3U=cUK|F@sxBry)*V6UQ#( zA^r0`TWa?=*!TG}8tbnz3|2E8Jt~C=HWhsbq@9Lva`h2q3MGEpBH(3)8F))S(eaea zX{iR8+3q5F244%S213e(t!Nu~guBG3cLy)c+);FknIgNWy~#QXhgv@frCk3U^P%&W z9re@7AuBE|$-;`zW>j)Jd~NsyAF$T<{0`eqB#`05;u(sZT~VZE-FnbSL0bDC zi4pD`-NR*%r{S#ei>sB==}5AFPsFF9aRVi$jMM>(rGaorbJ)fB>;sZ6$SbK6z+)K* zB6evRmd{tmZfgGxLu_?(@Ta_1C@rO~xYSgM#0Ul~cRfb+1=2&3_;2K@WVf5AMuU?8 zpKG#Q&Vv?SEWCmiWKadPP``TnTf(Y9dcQVs%jI5ZeuM0WlOh=_2oHOZ3pfOsT%Ag} zMV_3c(*Id5lO*Z=`14gWcU~Rd$>;y=F)U`(zXZbdafDQA=kKSWU$p>2g7^3wmSS9( zV&G&f)T463uv`c?5o2!`U&JheJ~VCPL)&`1?x!g5(34L)g7*8VUeMt6??WBxhbFYZ z!7SDuH-V!31RV%?>t$)J9LR9RN zCr4YFMjixLUC{T?3+cWb(&-scIX?&CO?Ca{9n=C?&?!|`P&+!QM#1#-ojtmAQX*jT z7DBD{F=bGS5clwmq4P*wTrEz`OyM7KM^dh|R2gUijB zRD!X0Vby}9fMqhjG6^DDS8~x~XomdjC28}noj0-%2vHn zFwI|gnH>HdsyZ?H9yUPBmsx0ix}d|qAy%~+0;l{>p`Kgw zylfdu@}sp*1MpEohU%6)P)5c;fb0sI=k{%oc5)SY!brKLKC$+8Hy&AdG9iB>8}3?u zyOazhFrEyRyk2^P`@Y3uPD8L$cmJvx)yocD0CA>UqCZ0s$sEbYJKz94#yrMT!ye&_ z{sa~o_9DumAB4mIH7@@af%va27C#t@|K|t%QPZ=qs7)YCBB}boJUqDqdr0QS1%{51 F{{^EXoId~n literal 59716 zcmd4(XHb*f7d{FDKHwt=sDOx6ML{}J1q2kO_Zm8g(t8P^g9sv0mEL>rHFQJ}l->h` zrXZaJq!U8U&g1WW=ggd$^Wl8@Gvkl}+_~>NYp->!YhBk4*HDuuC%sEbKtMpQsPIyY zfZ(5M0)i`I|B`^8(29N61mDCxWc59?ovl1zuiPvNR9|_xI5>Ma*jli7TDrO0Iy(vS zKIZ2Y<7Tn(@NjV#=i_ty|NjNAvzs*^o7{u}Smm0Ff`L0&^A`Rep>@_cc(09W#h1@@ zywZ0Tt|n7WVQ|>GL*91C<_Dphgg0X=Sr$y6$$nF!()jr31F`J4VZ{6PAmV>y2}_8^ zX`T}okdb~or0}jBIm4=FDvJED^7ZuYtmJx=GWa0w$D}XHJ?lx<$hshSXYlnbvj6kq z|6UWklp!Gd`{Tz^1h@abvbamg{r6Rm5Rv}hS08Ng&jSB-W8zKS!baJkn_iS%}yt+n(SA=P@0UToh*m#xS9@aU0Pqj}vECVijtu+Y-urpmT z#?5XiwUz^^!x<83>QZMtr+yvPS3lS=bGZJxx#jP^`u)`v?x|8;!G%_s=g@J@?5FFNpcoLUHa|9NwO zFbhm^9~SG2f28@9n#XWbIyzClOs`@PV&-poi9IpXZgP1gp_U^Ps^Vi%XBA~)o#l%X zi<=!x6Xn}+P8PIQYnAlen*8B+I3~Z}*hg#THx`}rQ2BP9^+;xQ*8Z0(l&4GD1CJRh zsGQousn}ENjY(4Zc8vrib}5fcSg{l--d%9SO6HVs1Tt*dxT+m^^cXYZ569=S!&LW&+Pc zYlW_B*0@XT+K4o+K8COJVjLAKjk|F7y~p^Gh`E0>{6P+aiq(0sjm@mX@7Q@^Oxk5R z=xjYJaIiOue%H?~44L!d>cLi7)f_Q>6nxQVK*(wS$_$c{3kwcqpwYT^Tl5Ia%Zz~d% zuvq`vYxR@-j&tcd`zMCXWsoYT{vC*_{r#dS%8RAo&lBPbJ z1;++&E6xtq(=sJ}-}@~!yRV<)qCMPxGpauytk3lxMo&@#oA{14o!-yxC5$cne~;?J9Q`HzeJdefo43{rkG7Z(R3g^tL^ zV`163`?5ci_{^C2{fp(B-F|C1n4&vz0XPh5u^q`E;WCyJYaYp;w~?zwSpl`8v-RyJ zE?vZ%k`e?K{A0P$?ditQZ(+;HlO!6zBxO>Q@B-&MEOYqr>?+Inkd}BIxFDZ_PZ2SgCvS7}kH!(nQqT zYP(;Yy4Jn<@i}&-<-{e$Ud|?YQD);WbC0aS-Xbk?p(sT?EKWr-F~jBL*`hI ztK6)k-|#8M2?rv$^GdC*O!L`V+LhY!V2{4voy?%wWtHiOXIus`ASy&=%Ln&xk z_Q#1Udvy;I=bPP;C&k)D(ak4|zE=tn)~!p5wy9mv+_s@=8Ja&5-hc8P@8|sl8Njc{ z+vi|Nbk~cRlzQ*#pSJi6FU&3+xs(6Y`_BwZ)|&U}-cJ!K{)S?@%39Ljqd6}KtD4Ox z&X2ZVOn13;HYbLsZg_`z@6I<*SowM{2|gryW)qU@Aji38O;pI zA+#*5$(s{G@#75%xIJRH?N2|KCyt)iNK=$!@*mRy(~WT6{hWTi;-jNn{`lHHA2^d5w1r}N_*mMZoicRuiiIA3`?FE3%V?S`5>D5 znY9F2l9aem0bjI(lfnIMn(bP{3%@rBq|)?EnJDpy`dc%u#6M@U%eph5Wr0zQ3`wk- zJ|Vn9GLu$0cl!_%&ucPg6>ZaG`0qaxEytrTC}*+x$4Q3Fhe#WYcB73;uYG;!>VlYF zzIb&1AmS{$)<~#o?!5<8_Kzzl#Sv3OuNbe?t8va;j4Shnn(%39xhc!c z+PjzuMBNouvaj(EIRL*n>pKIx9NWF*v(1Cs133#b9*lW91QW7DR66$Yfuh=m@HyJD zG_xPe4Ml?;)p2olfcf?7mrOvCUWMVT>k`QDL1@MwD>2eeeYVKPioh9F(SxOuY*NjU|P4#n#hTaDfXgQ0&TfoiN|s zO7DZ=I3{(;Bb~M*!_ErC0&K}K%wFu}c&(+fgek~-EA7Xtaq8zuQB2-{R`-8@|J04c zX%#4)fxGyvT#hfqOD_V$+|Cbe&A=t>J^@RUdF=u`b)=5_!JgHV)~J~$ciiwTf);a| z$M6l#X|c__ZGSNk=a0iU%++&fF5R1Vqdbvhtk6CuZ;-NUnjTqRI?0QX`Uu~BZ-|Tg zlRBNTJaQn_wp|ayEn|6|jP|3;!lqrZPNs%90C-lJ*-sBpt!OD+lT%=xqf~s1^yN$v zsIozh-!VA1-~DIPRc6fluv73ierJDvAE;*mNQ<)vW%PJ=rlvcI8f2bobdLY42TOhj zs$c$$uG4a8^>k*9uN;g>QzoyS?yq!!0z8LnX;f?vgCX0F=j{F2)zUvSF*W%I7jo%W zn}2aG!a^Svsb!F!I_$2uWmSws)ibeKOAFYJKfri9J;hEtb#5>jT5Gv=ZazI26eP^5 z@NYN~Ed{yTd3`uzzwn^4d#?s#{V@?6VM3$87XQ9+-AhkWeJ=fk(_ z%$h;we>`hVIG{MO)}JtdlaTjSyUF#r75gAD(YEP#tJP3ykbl_l^TR;2&)qh1r=^aC zOezwzgir_!tW?min3$+6diSNI}e?R_EFsP3!LZ=H(RPjlm>F5lBTeSj^->h*1}R<{0- zTrBwJ{p!IFNyy%1?~C`>_p7M7*5B_U;U|m|p4_YTx@CGt8Dj2iJ5NnL#$-L)kWQ^U z%jfszh3l9&pbSl*lCSLY&5KYE?Q;k>zcv%BZdg1H)+j_BkLX&;;D7CcCA0i3b28uVJSC zm}Bx}ww#Ew5DFat%U^tl&f0HJS6niNdoG(+bzZgv7CrXd(O;@GX}zGWKfmN1Ey*^u z;On_XYK{e!w*#Q5vA|{1YV+r9t{yk0wn5lgx5X)8Z;R)M1LPpdF(#W#QP{iqE@;#!< z30C|W?ab`A_ZA1A^pPIE z3?@Im+-?P+>K~P|pmZbYcU4%1jMuHdsoMM>dJLt{uY3Vi1{N_$THJySl_1%WtBxL8 z#6IUHsjjb>vrL{N(C;C(Ym0OwSF4Tn zKC0QZNmPe1`8;BoyQ@lIe|d3s40YUClz8G}X8CeM*jY|d3qoyjDr<=1E#nj>(udEx zMfhV|wkydnOyV`*Q@E8O)M9!1XMj&0+phgfX3&yf@^ty#y`m}NVp9a8A=)Q9P7o$< zyEd3|uSnNrBbbc0dgUo*r>>*tUnv)_z!$LU@nK!|!k?(}P57u6X_FVnqZ{eu8x$>F zw0Cq%b*`oPdo~hRANsbCx{pbh8c#%zOP7zNaS(evC@!GxEmY4;{$=+tCO1WVu48s3^rHQsHh?W8`?ZDgb_r6V=7%mB zZ2K3F#MJLLFDY-k8AjA+Y=s~g?M0pD@BER`TbKSBOwX&I8=-@~RwU{^o%TFde=(vr z|LNz?QE}>T%rW9ps9T`Ygd4pa=ZxTuDEe^_f%6iuJ^SswbjKd$;TDU^ZX!gbxj z$Hs_ER+M7lNshoh?f&rsWh~|yZOlzZrwF2K9+7~&p3XTz9wm$n3`B(|8u$hS~*Mbdr&ThlJ0tBCeQ4$deM&! z6>ErYE~x6mr0#M~$o3^G^dS_C8sLFEOX8bsZE1lM9l6RZ4U=M?zw1uoa z|5l+Z_{;!;>3bbCmcXlj4aNHR8l0uH(KX@ zl?}C?v=3VuiZ(FoAkP3>B`_vw4&9jCT^?Pe;hYHFOrj*S0bkB)_fqD0SVduWF)LV?f)iOt1v zYU}7Uqqp-<6lY;g{>>6q|H@;mGDJ7^D^@D(T1y(W${DNT zYEgxg-nMq>v}|&2pu<|>r^cd69~QcQUyer3*BA@yyxUIQ#MnuGl0Y?e=O4LdFXN1| zbXJ};y@x!g6migEHq_(zF~z4mMvw?!PW~9)U^~%!TZ4*bmJC*l@?jsNxHr$LQ?sGJ z`f;I!AcEIaH@O02oW|QiVc_+fLG3N zGzTR)kR`lNrz?!CanXnE-HfjrMy9{1YZb-3R||&T{5;tQ_HEYch}wTqC>Amt>hZYr zwT}#;hGi()dd@JdD^>M)5g?y#)#8N6^eRQ zRWc~;n{CaCypKt$zA|#faf`I$WxDL^l6KC*aXt-k{4*q4@H`{ zupFbL??+Lgo@8T7kB!88w=QJXDV@wv!A_rs;fGj{fGU|2(&e(`M$#{RbNk{Y+fGUu zNrk=Muj)VhR%WkQG;KnMH-<-olQM>19kz1VK5Osr-E1-KbFUEmIh{25l%n2gVQ#Tr z*ZPVf-yze-_6ILBb{?!V+$-?C0n2F3w;>pycb)jr>|?E2C9&jxk};&D=rnb9xV+Hx zk(%T4^66a3rf;b=SH@`5yD%~b*%xCj8P9C#-itrhO-!P=JiiGL+MR7<&(H_)glk^v zoFkHME1bh6^np%jqK*Y1F0w&yC$f2XyoOiEW2-GAT zV31zoJP(!$SvZB^VjL-Bx<{A;n6g|lh0Y84WVyhu4wHy$;PJxcZ-z?tOmcdWWWxr# zlzT7UCliz1p2?0v8JEKE!1?N8$`ym z5#skI!jpWe6r*+?!Y>XbWX~nFExg$+O_UWt@9M~hvS1xYGos+f$0TX-o3Bl@8nfaH zS8|BRw;rpst8S+&Bi{uh^5mjOQ!2_O_WFG$+Blx%EI0FpOqHdW0)}!)%TH>-vuam- z+!KAA_OtP|Nu*qE8gKu`SW6Mput#OdQVE#G90!X$p{Ne)YkL=h``v<$HMcq+Cl1~!ZO5_;69dhwFHym+!>0En`;+3x9gzY+3HzRjS#sC z45@%EQZ<~#)6Tuq@gqrf+f7kNhkm)Sul?Us?%1`gVfU$W<5UX5w}LOHAZ85`%DW-P zb#*=Y|8jQAYyMeA2_3nZwA-zx+|+9_UzGUQQ16=MTVm_r0vPNkZ>!QO5~Ip z**3(UMC4;AeMrAWaFgT3^S6!*U0O+w)yQ>Z!fx2|VNyy3wllfg%6tEXu(w!RL62wZJXDyqYP&{-_MqiQ z=}J29Ongp08AC=VCzlLi;_^y<^t-K(#EwsXiqQ^waEOVi%OGdQVxujOMrB9DEOp4SP zG4NFKQVtU5Q}KaU zm!EZ?Hzr>w!F__gD8aA$U+5NZDc21}3cuOPddG2e2$QzJAItyT~H`Y2~y-egY^ z_6hn7#x9jpOV~d2FWh;_NxQBc{Yf7+{NcpOl0U zEuA;EUX2*hq`27v`HAY0SGoeL+Js+&L~sgkIAz%wyfy~9hd+-dC= z{FI|c>XE%c7pKW8=e8Wi%<)Q#*rq_;trzQW#o6_?)AR?wAdb@4)D84VCpRyIo21l* z){W?L(GM0TZ*qznUUJloXzThbQS3u^A?ytd2VHAO&5&2|@13w2KahHz2djEdLK zBBkYZuy^5TRSy>^C0^V5u_-s)O)1U5-!UDwn$EgmrLLsqnLS+gueoe?>jTn9;kn0S zI6ivP7MPO!nky!lhh!=$|;@}=rdz4mQJg5^oL0kb%4O6)W5M~}?>*D*w)mDRrG#5MIJHYlm*Fn!dz0Ib79Q~buP$uuC>Z-0^$o} z$#R8RNcb$OsA$>sS;YWT;Du|TN#*jcX-y;ugeE;D4sXBdsQX0vuWY*Y4wyCnsR_hg zYVsLp)Nc(ZP!NgVd1+*0%oT1AsW>OKE4sV+lQgd+#lq)kJXwb{y(vmo;%CUmv8#d7 zFo-fNJYI>82U0CIuV|r_dXw`&Nz%4SrCcNQS?TQ5_2k>prRkfU`0P2$vfE{7<00Sx=4gKU9N5~nVw;=!8Fgl6OO;%5m0^TEi3 zqG@#69dXT3bXgEwjo0JmO1t^BZ$`_LzD0|^v3Ti3w;Gy9Dl;Bk1|2*4m^a6k!+TrE ztTHJ|+8HLw^RRe= z^aQynDB}&7@@~_%ht|@!I53KBu)KD{aS&B@PCto08y3Bw$(g$Bc090cuPj*eER~qa zZH>)Q`vCo!)4G|n5na4Ztg{kgr&jhl#y&HidJZ8!K@A#|Qzu8cTx_GnZ8j_45A}>3 zUcYNmZ4(>meF-`LqMG}`_}F3Q1WGF<-uu8~IL~1+|Bb>!A=ReeH+hI9Xxg;gUpnvg zhflF21|(^0hx^=t(O&!{r71glzis|fxQ6;vx!B8B2xGKx2k}_NK%{gkaTL8pE+p^E zpfKoM?%!2!JE4_-scVNGpm{_=bEq9>j*#%FPvJHUgLcbyaS+!Sv#a4rhT)d9`4tnZ z+`BvpwRd+K|fTwY!)TK+U}-v+_;5vMH$>I7HmSu&ePB z)LgMmS{h9q7j5<~L+kn%+N1Z4zi4fbx{pY%Q{FG(GBl}feixAm-J2NJgzajdtCe|L ziQC|5K`@Z;-1~EF`0Kd9__spR=9Wk?zJ+h&T}D@}A&7foM^*8fE2IZpJce}qbA)!Y zj|QGej4RMGpiXqnCkmby5%Xvh3p7M}Af$}Z4^25!OWEj9Zzj`R^N1qOD?e>Xa|{e% z*$feJpBeM0ZtiBq%aofZww6^|mInpcVo$AX=_W3?vwUzv4xS1 z+T)5|zYiw*NtFF#Hpa$}hgDd1&#J*zZ1d~bkxD7H=Hx)zqH~idw1u@iJKDaZd`YQ~ z4<3V%ViD#IqAnf_eQioosax!Rj42PM(I`NmRgS~Tli@7J*!)jscqA3A&5 zFr+LxC&JGW{cv+%q!7O_>Mc zR-7~C1TDw+oU#Bas%kDLf;KMO5y&c|bKLcatBjA8ickKfuqap^dY3Yr$d>18wLQ1$7TCi&@)9e2 zn;d2O)X{qy28(k6Pz}XIFaq6F8I-!U4MYKd)Q#$GG|j?qJ-ja^b-t0eI$Vi6__H>& z9k}%CTLcD7EPn^8#xylOS^Ax1hC;SL?PpGa`YwqPE*o)M@p91=46WeZyiLo&#Y<(r zCn(QUFlc^g$Hb{qY+f{RqGr=9>M+BJm%I2;fF^`=z<9nU4=V12}ST|34)%U@*CCu7uE z0%#n9MmkrbCH$^=|4xATfl=a~dK?hInE_3Y-)x;VrB@Y@ql_foabF)kQa1vV?4TtL zbd}|{DMDcS^k>__ums`3A293-VLa)&%6$FKNu0XW{=>e(6u~QrvYAi4FOb&YQvI0& zPG8OV5C4c`_n#_*Q0h~lPBNZ)yR|t&M!G)#Ni{+UFI{s~2W-%R`U!YY=V11Id(Y&^ z1yc+z0%JyYwKQjW_Bbo)&SiTNW zw05<5R}k9e@@yS*2_`fzd6cceZ2$6PY^iHrBz0y5s^m~aM$3EndmxF=+~*{a=gMx{ zynUZQVzs$3?I6U>TE3i?74Hid>PE zu&fg3e5=WmtCUQK;Hh$%8)7e=vI<@sWfF{Z?tBIXn1{jJ4Qd_ z^(B~>-;`cC+?=>v(v9KJE_}%l2xfDaM~aU08g@R?aNUoV4!rckITws@>Xya_0`R@^tO^I4KT=zX zmPU<%i(1Ng5$0#x)v6wO_%AH;h9F_N4bvy0dt;^RFlzm=K?lT)$&} z#dN}2PTw#^`FUd!XYwFPSc>0uojh(J{Lo>e)n zgX?Xiy+r-P>UEhbmhC*>G)AJt38{2Qf>StDZi$w z0POiCi!m66??w^sntk=BG*L13oVDx#KK~>O2OB|D`pUlCsHGKq*6N~0D z#b1VjINKk#08Jtn--M5!lIA|j7Vz3LZ|(5f6rJ>La2lPgG(j@w>)cS@J_I-|Y5AKs zf5tnTOTfKIm~mgNe%beo5naD)V}x*{7jZ~-2J@+#OVT+jX+)ET0e9sGbTCJUPfUw? zTGA$0Oq9}T?W9W)l^y4HWTkTsFsk)Rr<*T+k6T-f_%!UbFB#hVM%fbhCgpyN>}x6gPE?jwR23Gg722D*1EEt%nnrX%wb@!)Ml6}&(|fKzx~yP0&VSx0bGfq4Ft*CbH<_i#hAb1J8G*?$;Su?o63 zD0jc!Q&-kS&!kKlCYw26!p}1CGM$@I^=EnYLqO{l7OOMNNHz09iN5C zRk_lP7ki`}uH|~<^N|c~pDCp;MoFr4oS$gzdp;ls283sW<6UNS`keKtDJbKz?7EN8 z7NVToRs<&}+NW6S)nYt1OJHNF1gw%gxOCapN8|A#KHEmL`$Kvys zWD0{dhLX)}lXX_*+H4KmZ=Pp7dC9pLou6~<9sx_?X0C}O`zA%B&z`apEviPYovNhB z2w@cK^UecDE9|Wu^Rm+3@{MtSwOg0qQDr_;-eg@gnN^9X=8@N`&op@yA_c~|#Hp2BpTY^x(#73?i~YV2?UY2;zEoc$D*;E`7-s2s zvZbpo*;op5&OqO@v}}6czts;1_$fS9Zo#e0-k0E6Z=Th)(u25^M`de(<`V(B^hP=% zQkzE+g{JL3$G_yERn(I*y@(QRcI2eGYIvj50vLWCB1_k%3X)9iuIPM9RW23_C4%(N zXd%#ciLnweC*Q~O9sa&)XW85z1|!|2-#lmu(iLD9hbbU)pDrQPA@eVg{b|M@`?Y#c#AnF$ACk02jAMd|eEf`TFJ z>X|C&*}rT5t6W3&jbG~u{x<_{K=@?>EFS;;>Y2iN1}syN=gt4wo|f;+fYg2il$V2T z-Us75f_PksNdcad$0^|$Q`=^4ZKHuio?Te~_y3u5g6fp;Mdu2geB)u}U%O81Q!q&t zjG`A60f5X}^S<`|zn-0EB(Pzz^_i=&24f*N@DC;E&M}aMB6muGx+D#VtCN91F&Qr& zyZ}@0oA&0L&g9yvMWJN0sdzEPCP=-uB;v?+d9Z?)X2Ss-pM!t0iF`U+w#2w0k{V3&AyA zp7;Wxc-|$2QwkQ`$r>m%wX?3k(jb7>XM?E-x!4d8a}PPf7p(ddxU8kMC$8V&|FW~x zDQ(^cR!#DIg-DYsmDrh zvq7a#0k(v>FIuSiX2;mqKqR-;#~fJSl@M|PoJDJZr>}pWFM)2GP{Rxgj@-!_vCd*7 zR!kLjcDlmLDDF{BSPV3RKS&huCZ(y1OfmP~!;P_Sl{AqdA%~gK`2fuB8t~Vw)s0Bi zp|N1BG`DWU1JKIT{T`}9kO9_!;-z6i8Vq*VfG>dTU!n@*=J99*=)CB6`T?*fPnHCI z+Hpfw$9aD=1i)fJyU9lf^X?jqt7_chK&o z0$&Q=yd;lhq}CaChEC~1Qb6~Rj8EDkXOkFP12IwsI|DQlKH{-C{%v>!$n_o8p+HCE zY4C`E4ZlADhOYZId&ESFsxWDtZae)IA)?<5kU0J1$2ZGg-X2RV0#LXXN^AN7dmk;; z(*`DhvsdxaxV)p)8Q^c0B4Ft!AI)&>PQag4MNp727q~!hWqvI^S)c|4CSOkTOBSkU zp_l^zCiRU<5p_1jzz=|DX~vb=2N3TgK0rr&fnE^?cP-(7?^9lZteeXy;&;>-SQD#_+c>p;|aLJ6==EFR46OKA@%t*E66ahQ8W+~&FH%u0Nf zCFQ?^J4&;TKP6WE_rHz(;T33KtLbD-!Av!xWetdWDpY{I4U2MrSv zca&26z&gPXWVsZ{rUpu~AF0E)>P)?V(;x>&gjL-qcWS^OPh>#BKz0lSa$+;sO<3H> z=Z6vg&YEm-d2BJMC+0w~*)Rf{V&U+DK@MjO{icEKGA|`S zntJ0uSD`>Cesr_yVlv6~1pr9X17HseWmvClMb(bjNflYyb>W56l=;QBslnu3c<%!8 zP|a#M-B!eLZWWOHEx=9Ts9hrt-I^JJ@GGgVQcr%=11WHYTsu~A(s)RiS*NZZm~CcO z@%^c>u+gNiAAq(urR52006&)oGDF(q*S$TyCRO37xQxKdvqq;RJ1yd?1CxUzw&VGV zZ6}%&FNyai+s2d!{Jw@Pby=DmlU9&UHhgWCh?X_!D+h)}o2YCeJzyfJchLqr(uH1P`z?K((JN*1c^Cd3v@QCz4!9bhLP+OW32Z9a1|H1J4je8E97YDuh%qF#$ZcJqVh1LywkSf^nSpHXWBMtG2>$^-`8B=cCPUx&M=O8M8gWh*Dc^)pt;ee$@plB zk}N6e1SH*=-^p{CftTJGgXmQK4(u_q5ZEpn3sZpcaptyj;L#N1g;gQr6PGWbgJxUC zIL$XbW)W0dIow9@b)9Ku2og&RtCL#b9R+Xx5xVyeKL4`FK~eLw#{|WLbVsX21QWm( z`sxbb6_V=;`#wfnn@*F(nj%yRvV#eq3WECa(sp2wpw^A?wM#9uinf!R$(1EDA_xSm z$+6_rb%DpT26iYs&Oy3S{qgxBmiQd-MSg(7Dg=ha^d$lRIi(46e>&#p@A4$xT^g))p7U)EH03WR_^fNYx)FaN zp=5H90?`|^Pd%t@!f)wa5++IPhiY1hu5MS0W)K@E37K4V0#|*EE161HqtgdI)-s;q z%U*it8J3h_c}d^n>v!-aOJqRl`7`2*LrLn%bAYiN$%ULf6N2^79hl0Y2Y52ZI_Xoe z59wW?JeMpz(?W-l>X))BSXzXZ1>WZR<#!IfIRSiZPcdzP13Jv4!GH8$4CIE6@f61u zEs!GB<3@A{lniA0N!(RQ1n(Xd7jttF_f9G=&n~y=M4H9E{p$cP@4P(cTKueG6<6yK z|MN;dt=<2ibs2!@g}}+y2zx4gRi`&0m5TF9Ss?C``(b{XO4{233kUV5`yqJq00$r_ zcs>-$H+g)=qfERIh>W-COXIe#GsWC9-8(!vp4D542LO%29o452N+L_Oy_m+rQe@8(yrIADr=*=BnTg`JiDqE_{4I4_aMl=|j zAUs6k5h${-CAIMf+oTYn(fvYQ*A_hPCF!Cr(Mwwf*fSZ_zgedj0H|%g3H<-vS&+Uw zdHDmI@%->zS#uyxw*v1VlE=wlX;oscMw~gB_m;>EZ!q5d{Y(}?!SvJypL>!11xYQx z+kPh+4Q@^pIXV+@3KXrI1!AXkO0>R3GD|N~T>0;Ao{d}1T`xDsgIACrC{y0j`~cc{ zRZwXMft}iszZCH4mk8i@wti2+XxHMgY0&|&RnX?-!@^WPyqnw8I)&kX-3_=<5dZq^KA2{L0kQLE7Pc z8Rz<@(wC=s{!XLW&)YWLfN>pf6?+E(I7T6_`ELMx_xsoU;WC)^3$?<~B6!e_x8hLZ zz1fa>kG6jEQ;W_MfBCz5tk>*k{vm_cAUzaq5kaQ_v?>;t= zU8b7Q6H5O015#-$rg?zxB?$;(4PxKY^a5j;Sur}RN(bNMhPnrWUt@-?_>sryF~i95zrOb1LD>m zxRq_e4tIQ~e+`6HjHA*M=$6jGtaa8|7_h-1uhR+iTuR!EWWt+4?T*p(Dh{(8)$oQroc7gAChYx zFBCT0Ba~NJ4ZQ^8hX_qlXx-4&5g2L+S#4(i}+kTvG1MSncU zYw0|&!PWp-zu%E&id%k1c?;W2;3D!p@qcH5jGf{SPS_aBQw4iN72xC{KsCrj!(aDN zOtg8sgLq$0?ql*DBnis|wsz3x8`e3@3dFI>Q{bBHr^_Gn7&X>+S7=RM6h1-g>B%4BD(w>FD>m<@#eJ;{*iz ze|ezTd-0$Y@60s}#B&>rlSJ~i?R|}1;n4R0>`xtVEYt6N2BPAWMn~iv%LHhLox*_g zt=GzGs#vpoFhc@iW%e*spd9b1be~WaO##Wf#}~N3HrGJuhj)pBqY8>sL>yD4g9@%! zU!!8fOHCha9uO`&Jfo7q#~qyv=-?gqIPc+|dyc*9!I1GnReJ3TL*WC^%Abb$18L_P zcw~)3w`ke`AN@hh|J);YeH-s5K<9CnYEV~$VP-52XE$Cv;ue1f1t%vY12;L_c^!C@ z=l`9O@~m(ltdI(h{Rq2G!a-&afbAs?)Mq5~orzPs#UyrhCVG`QFhkMFg6%CoM+&*j zRKI%l&c2@-11N;-#v&ifOdJpr|T*eZ&U;OpPEfn`F2>IGt+KlwceKNP@w z3=WV#bL(Z5E&U>_=>nD?$>liSZGYsdtX923m2363fAKDuh0nNxft5AB>f>FJ0Pwsf zYX{c6?zPDh?Z)g@(q8#E0}=vj!M|nwyU?WZh@~#EJMpw|v?;_DmUQn3xUpwDeGfNY z)m7_cDIJwh9`dIHQSZ#0Zhs}|k+&M41%`l;cnD-wJ3t!Q;$a8=gq8z59d4c)YzDYz zQT%A$e?*zDeX6;r2+0xWB(BERzq%$a;g#yTz1{(S~(;FaFFBW$S z5~P!V|L-`PSlgz;caUCQxljs7gH$lR z83bD9Z_>s?LxFT$~L2D9QMfNJu&e z2>w>(?=SJY6HM={^vd;bq8ls+5>vn|{0tY^MNE52*6E8su|R6u|Ep$Vya#%5K?fvb z+^8={Q$go{2Db@t=tazN1L&}aao+zIcW)XGbsztY4zAJFL@P;3+GI<@3?;H8yX;Gr zqzncjOR^=B(xxmi_HE3JHCxEqreu<32oWjSDTXB6pRca}Irr;4IuGvi&&fZmu5(XY;O%8?GQJs;d;Vbl*)r)=*eI$aLT$%d4X)*G4y>R=z>9Pg z%z5*UA)*%F{FVLyckL?k0ss)ouVS{4yJGM8^tyIxnv4AufvI8WG5q*?%Sqr_WuZru zSn3p3|BPgW(9hM?2I=`^LS@+{P|;Qtirvs-_b{>yVOSKnszfM6Y}l?wV7dhTNA?Qj z8F?u=XdsYpnCwz;6q)I+Rrl8fBm&;m>)K!4ZIWkkbmGq_9!ud--r(@_>)YY`3R6Xj zLfgR#eXdZahQ|!dEWvx2uSj6+UxdqM?D3XO`StyCo9mk}e}U80YaveXEAQotkgLeL zlLNal83wEbV0+`C@sa_wY0SNny|j3wX716|!EnBbIauCh5z3>I5AOCHCyY+n6H;d$ zLPU8AHJ_1BRMndSG|Pa!bIX(U`!O#;>gIUtzgVRK*Zb!T{w}8&%>Ri1CLt2E4`~pi zO9P@P1;aDJ)6a8KqM)=ywAKw*3wz{w3rT|;K zErlQpRJre40clSEjSC}5JOz#_9Z?BsjEQ{AK}fLT!t(p8DDhZCrHDAltNT0n*hy42WL8}zIa zhUUr72;EZ2OIEl-hPO~%(S4`+EUGX?Lx1Lb-4TK-3+NgiN_H(I7ihit!6Q`#G7&v^ zVBCc0P@+I{QTwDJ63KI~W0u34m5wf}0qY&&yLGaqp6^ z^gBmxKTJY9fpO+(Zm+Qp(OLKuiC|@JJhAY}YZzLxFf`Z|XC5Auk~H~w=K^e{Qh?*q zp{r52?XNyA+)z9!*E+op!;hFV_%bvmJYwIA9!;?7NWpe`{-Y=OyTAFpsPdg8?F7^@ zOuFgD<(RA45*dJhBtpwRFv^DrN?n*`n}LeuJIbMDY1kx~2z{awkTkXXInz%8+z(l3 zJJEmn-Qi&n0ZF4u2gBi$7dgNYBPNN%tA8LtNv&ZYwj`#8_dN_JZZq0!Cu$;!YpRij z5Jpr1_v42Pfw10dX90tz9^?%)-{qHS1}uL2Ob;N3ZZgjR`{nhug&X^qkWlW3VPy{J z8__J&CIDeRIRW2Q))3newyt-83Ad*i;VcSq_@#MZuAT|FjQ|4r7t{}W-$1hP5WR={kP$W6%;bx5Kevy-Qnv0!*e zK!69v$e#8#OOU>YG8_d^OOcAQ!}+VCLey^)aV^mAb)k$-{-M*d#)4=!ACvX{!|q@< zi#w_Q3%6d#l$OGTIyLzjS8xJ|PZaL7(iOY@04|NH^#$NZR~VUyGSO&n9;O58&U$&j1-r!6mZV@NN{8TXm;R<)KJC%Rgrd5+1+8$-ZY@ z+bLH}BE$ifUs=r^j*IMEcVrw?0fhb;s60KoM<1tCc3RT42*4t=!_>O!w@Go%AV!A+ z)3*KZV@lIza4;nd7*i;~MZoWe(H3uba`9eX*p}Fb-cYc}NVo${>reyu?XFsrDxl4| z4rt8o_;l*bbtrQ?ySWZA2aW1AuOD|HDT18f{O5N3Ns|X*2oL@gG91{@AdH^4ni0mBK76DK4rit0^ZDzIA=`7liONI|=tW%wvQSd~o`qv`%P=`KqQ8+S^N9n?bh zCHHuW43#ylKaA3I3veU(XRw_p!O80D2_uXSV+giN2hcVDFj?9N5hO8_q6THu&_q!L zke0tqArH}%YpA1X(v%o=%JXTQVE7l3ZKY637tB+WSB$s#Ib6XS>q$6JuR8a4y!Zkr zy_3@Nobjp$wy&V#3vP8aR-Mw%%R6Hs`R%lf8OaJP=E;qnYa3vjE()D_5Qrno zL*3bE`Hv0TPW-Vy@Nn;|{SF=3RoIxstbO-Q68`}bqhK)-rTG=hLL~rLskz6{$VO}Ew-_1au?Fc@g z<3#oEv0PEduh}|y~^_3dyx&1aSXFPzuXiKHsX!;V_ z2?KjGJkrFm&U}HQK!6qb44&%nyEI(K18=|ErXdJ(>mbrZzjtEIxej;x z8PO5CLm^|{P>2FLy$giI^0ef&`^Jr>WvdOm};aa=9x;GAc8EDVLz%L+`|wNx?;7|S3N-9P(s z+nJC4da!E&FN(Iwb0a5s@Z(4-{vTTP@3O2+d@_!ov(`izb{<41{FUaE5-cOJe zMFb41d{h{7@$3I^ZWk@+soBDQ|3aXaKLO@9>EqHx(wP51f#C@x(EKPZc!d1HY8(G88&i2X;?9|U7u zfThm?h0DysH{=XFMKuM3kzcylgE52bJophl&A>A`?ExTD7D2%ZE3k05&CoR;?jyo9 zNdaKdw_@cIXzNg9-=tSVD0aDh0=o1kG_FAtB}8Sr9$5q$O%MD%&7cTI!`FoO+Rwpg zl68A;c#M2VN8|G_fC5r5J?eV=aZI`TTIs=#qtEwLU%p-hygM0&eln1;y=za8|Gao&9UK;I|z!v@d-ZGsk+~!R_ZT&%fFBBEqH-pgPBSZnx zxe6%oP>nCbb3h@}8~Srk(466$(dnvj$)!JVd3yzU!$xa>{5iX{06cFq?Dk*od4bZN z4BP+5I>)~hHII7|G#4_OVd_xyk-*FbO8@R$6Po?%Mpn=-{XhD70j_5z_J4fr75F9o z-PKb~sRBMHe0p^Aw>YjA%)+X)EWQ%pdf2HsG;&o=fA+AF@%eLqJcA{io6j6vbx#rx zW+jB~6?2fFQWt*Ld0w&}+HkC{oi0#v@=DUN@6;CWmBU{}hWq?i7X*3d7jVD*;}*D48;x9w5l=d@ZVLSUM*2v4>@R`fwd9)I@jYA zdp(;H)>Pj%3wdxC&KVm&XUF1RCQ?8VGz`3c(R3jxcdqu;lBSk5LN6D^VYb=-)FS~)Jp^u zZ<^1_yR3lQB^nP+1=eMFx5fKsP(LQ}jFtdCspheRc~!l0WG^Tp| zf#IgWPBV-=0_$ovFB!=Mt6<*kfVXg`K(*19D{coGHttb!{rT;kW0*xx{ch$fqZ#d! zx&Xa=(aYgB7D$h*L3+KnC%3L${{!pTB(e^%TZ|S$RxogkgWi@F5!~-vF)us?o!zM`bqNVqmLNfVK@B3Z72Fx?ch~G5X~iq1GsdiTUwD+ zE&?SfwGtMJKk6^p_J*)lxpv8aP&x@BDMEgmA^96%Xl`B&C&1r~dTI$}Ah%q2# z!NWjl;sGEosX1y5n>+>BR0PSQJ-k>&;s|dN(!A-#Nm%Lv@aMMuvA_O@_bLKOq4ogG z>&{NEQDz}tT{c&`e;aEz8BAYmsxbQD&20Ed7}arx(2OVHeKpj(o182{ zd8=`1k`^&%8S9vL2BA^z{^`T4H@bX#767|MM0Wtl(k*-ktpW3jCZ}wt(+30?xE5PS zy(2gH`D>7PNa)x|_~y~uw*OveMD;%)!g!emi_K>)0YWq9Jz3q`I~pFfZ%8k$(vA^1 zAFTqSp@e~7zquGMP@*mw??Ob`fRdG8w^|+2G4ZH{4VnnaVYgHGF5ds8PGPJKyco=N z{xi6Z#~>Y>0B8{&gk_pPULnPg*UUfzL>#MCLdKjPBqJ`*KK1&p-@88}vktImK55SX z(7z-H6YC(rIEPW5s88}X^a2e7v{Te=4cJ`dLRI9G+{Z5f#X9)Q7D=v9fZQVBv&%1H zYQ8P6f`DZ!GhpxR|HwFnDOC)}o+W@6Lk6^6PgsdeLrZ`IT^)(GCzt1<87W(R^vkco zLO*K>>x>K9E|;Dbrz5n|<>VPqnGGn;PxZOfuKaefk~yCK`|KF4=-TQE5k3yW(^dw@ zMD*}g2&qO;56V{`KR-C3zP9&aLUi*Gw;x{>S&?gb4#~m{NTBNzwkoeLs)v%}szJ1! zTE&@FV$2S}Yh2EM79K^L&>?tDTRE#cmh3zR7hw}iMDxa1Mq(G|C+nbtNy#E#QrHY$ z?uKXOt;&`wS%)GkI2<3$8a=rc@I|2N@05XYzV&|~xn3D(RU24|$^k;Z9Kp)wg5tbU zf_w?|B)_3rBrb)$7%6Imp@&l-KXe!XKLV(5Z$s*xwe_3EZD&qwVO1j_ok!fP`L2MR zDFsCU`2O4g=tFM-Dli(NZ z`vdPA1x7oz={}HxA`%VDl?#QaV-^r&X?UGh5hQ+dw<8)Ffn4@o0p%eH>ixy<=VnWx zw;2~-d>iru#sC+Dj)a_Vm^}A4+(xoPjSu8t1uqY(^O*Jh@^XC%3=b&OoeW-y*GQ5~xE1&DTUe>ae-9!L z!DB#q7F>BB@9y~y-$y`rEhEk!c%DBm)npe!EsQdij2}n6bLJ(n{xYfGBIB7b}@XDQ#>bg^^wm5AoIS0Xt^@;3i#uVN4 ze$!5Y@L>pk*%P@i6UfhQh&szJ>?8m2K;0s)J4O2f3eSXI$#>|^o7g(7eN`Ss|;paGH1TbtmKa`Bz+cjFMIUq6^{_4K}6f0kCXtIc67;7D`_4z*Sz zWKo+&YE~D9cc)L08$^^{2g0zASMJkdJf;1fVdlj(m z1Uo7H>B0!9-<)Eso<4MYm1C)*}V0 zMvWV1WU2aJau(B84}-RQn4B0vFf#Jdo|D0!R&25~w^)5VQE@d<`dP;feM@D9D^s$F zr{Si8vimb<=+=zkH4!+>RoZiZPQrUwelv!w>Tg|e5T$s5uI;2k0onU_gPzF4-~V&Pn|MxDE=@htL%SWw$yD#pLTT^SJ%DdD zz9)eV3#AdGACrqwCOr{I-*ReYaq&LGkkbv68?QH%gGPH6f!G6<9y2<6zpF0+9NGIW z71z26bnHm%x6ypQ^WlCCT~JCd*KCCQ*~j@x7!W^>01}bEAUN(H$8(|{e7lm2HbwQ@ zMUyX(Y)`S3!rRH1m-6d&c-$?>UDLkq$R6yAQ?JGWXL132C58I!W{lc@*Wc(NIh#g# zM3NO%5Cw8#Z=>>x!uRIAyMz>Gg+o?!L9NAZQ!bnBh2bekpq^1CCaZG(IVYzjFxkJ`4)WuaaEqgkv5mfJL`ni;Q zU?zA1nP=00og?O+`ywqZIO|(x1`9MKMRnn1eX)QEn1+5jHtn6<{I^F7#fqqDs)%Ca zkuF&KvE**1H!02>h^gKQsl9-kmbAcPb5FkiFHUMdcFqk(kwuc}-A0=^~(oMi-Sf@BVMl$dbZpm`qqFD3CT%d(6|R!p79*OvE!okKydN+ymHr z^$)Zp-^tCrnz&(ecqSL!DRGmSW|r;&Y@)19R*y*oW7Nc=kM|gO;cBi`j5&tW6S9f7 zo3cnyS|FGI*Itr_#-TNB z30q2uOPAy>m)!;esa#M%TDGG?)q6}Xq>u+-Jqd}AHsRNs% zgUi`bL#Qr^_<2}wdhKV$zV@f7aIAWhw$c{bPl$Wu{5Bd3H(;xUaa^ilIF=rpEqr6F z#$Xn$`5*gt@Vd5pu(B0XJ?b{J2TI z0d{Z$k4O}i60cb+f6iVtMw74S_H82`0I5P=iV?;Qy_&Av#71~OJPi0;yYEZOr*pA- zvOuR66+YAPWYx=Ee6u-mODWjF1u#ZJ8u;YXcXw?0kfeuwo$5a(DllL)tAu@q+@hfR z+ga#XZ-)!!-lO!1C?(n}y7%`dsM|LK^HsxfzP2_48mWaTt0s9$VAMhG7=n&An*=lJ zr_pf7g$Ig64sX(N>VnbqT`)DswYFV0^$ftioeSc*MTdcfkz%wd0)QZ{B?YHoo&gvY z6Zr9@n3MI}FD;^}LDDOz6ZR6fu*kE+O`JL+LzAxFwqmc3{A=g1c6bsdYS%wSQ7P{` zF=ly&W=k4YHK~phrzQ)}4etYn7)`IIxi8#PK{*y@y=MW?97B60$ zTO+pM%KaZbTxfG9;`mUs2f_fMYY8I$RR(n1XcJzQf1o%Y@BFFaiKtm#Jd*0sKr1@> zxvmZguuM`7;p7v*4f&>9A$}_42fz~UXkmzkF4$glUJV`9;Wy0!qfb1{7%fT1eZ;V} ziXeknJ(Bp{9bSQ#w?H11h!jjHt^n!XC?12)2~M)m29dl;26TH0DJuo=;&6M5R?Gp3 z7!N8J24n)i0DJ_^$Z`!WZF6Cq+_)Ve1jny_2Aeej7|ExzGqB<&fR#J}q#f~ad-@<^ zzy5wnz``W~>m|Uob<16o?AhN~+)q_&=4rqo>|X6%ft~;QYFIE5WXAc|Nhb$|qO! zTy1qFL<#7&W~jR<=fiB{n}h%!=%k4N-yIwe;86BAn4!;2G&XB}<`2eXB~Ex+Hoqsl z_=SDGCYIkEwsDudU8+uu$QG$;kjBC&CLs(P=9WZkB)eVfanCO|jsd;+=59W$K0S`u z=2HxQ*p(*Tn<`+Mo`u$%2u1Gn@>R@c7oO_lu&ms&T;pqQsUX2x3sO_N;i$sl2;V_j z5Y1pi;@j->b1`rjWG_bnoOo;r>5oB*h=O0xe1jN~FeBL7N*W45Hulm*pGvt4KBywb zb0Zm5>_>!Dp6mKfOSk|^awBh~OORg^`n*g-+8=yKU=(k|mJe#Ep1X%MUNIekv4q*32znSd zrKJfOFBsveN-qR-hJptzb1ql!W#vf`39z}I; zbsD;Q_RLl&ZjR!Ae>ij?rDFA72=N$z6r4lKyq@MCG}#Vf%TBS15c9k`)j^AP28$FD zUg&`}XmWMieo4vq$cG29-Eu?#OxRxanR4U;qP(&SqT``?8J;ED zHAuCI%fDH&;$T$}4P7HdkB-3eNB|$f!n(pFK)`yN4>_C-Z!dK=?#(i2$jTBiFGvdN zN4W%^JXt$W23O}l&d&G=hRXCx2n5kZ=Vcv!`pG^()nqeZCPD|-CW%`rbQhmBwvuU_ zhF<0`b0qx=SdI?_&4cxM!VAt4dw$;wUJwwljXB;X5o6&1l+~&g6ekfqw+MHoVQuhx zDa87dBO#98J7+|RmQFDVT%H+xK@brC2$n+<8Wf>;ya=i9Lc=AzA>Z~;xN--C5?%)Y zT;y8v67+DgU#o$f>)P(NNA6P6wRn>K=yEb_HLp6yU>(+6|KGz6CNBc0$;*&E-?hP) z`HZX-RJFS^=ggkOLA0A$EorkT9YbmCR!ATMw>sr8=5yh>ldDUj0(58+6o?is&rvb2 zw^7^)0Al-gqPen84GxjIEA~GccxH@_gp=z4v0RE6SG>u^Z(maWA1ILcRrv1z{&AHm z{C?Qa!pPj~ZvlWvA-6QG@gz3#6zfTc+8}zH0#=RZO`xs1*1Mn(^?lQWNdPWVpr#Q9 zkbF4N$F$H^5s5D20YQ`gDhtlT((97Ej~2#&%trg_WQ`Pn{cDO8gw*3Cw_rfodS`Yq zuy!tG{i$L76(Ii_GvN9tXZ(i%zj&lp^=A9yR};<(`-UGY^{#KTI^Av7CLa8-0AFMh zI0x^(R?)wr7$L9j3eU_+5S+QrYeKGzYkLmt-Ho~5GAFk2-s+SmHF-mtMFNC+sI&OR zZ1W{z5xj~HHOh+t=#c5!TYlKC8p!y5WIp-YlKQz6mglsa4>DU|)C`iY!^5=-;cC5s zGRKIp{SrYPSx$Tb`lvsJyim3&c~8NJ>J2f{)_#NG&c|FZA+p6mOTO)3uR@yKk3@YW z^MbN?6qs9Sv@oOC&!JKIR%*~GDx$VLDNr0b=+WnU{kO~w<%OGV>d%vSp{Q4@NP2(S>{o%KfP zErjLPq zBiMw#o;hkZqp6aEq)zimW>kZ{G7$Q+bi%#=L_pqV-t5}R^4?|y$syi-UM5b`hU890 z*u^l&dgnL6)>Nff&~TaaS<+Dq93z8)nCzB3G{8q%On(( zMcSrnvw7tGBD6E)6TFD5%CpEzW9w{k(L_bO@3y&cCn#)OLv$Jn#tWXkw>=>elD&b` z2g{9lv&(wk4b*e&Hz60UX+DjzuWhFzEH?8MgQ4b^k;oWOvTpWvtz|C5XjQ`*?d#%- zr@HOFkfnoRrzJu)ABKvlHNSw)liZximWPzM^QyBDEJB7d-#dTb3(8xs!c>9t%}j}0 z_|UxyLl8I!eY=-cJeD#N1b|N1nC|T{Ls~-GrHcq|7>1~oCuJ1xPap1WWNLuX^L%}2 zL4+(ec3-Qve=2N%J^kJA(w<2i%q3fpGWtQntY8ZjbCMAQ8lgm(6MKkvNj=nwT!2{; z0TSvSh?Q=D-w$)K4butB`=uk&DB5DRZ_>&6k4s@qr|l<%fzt>NFd?PcM1PW40hc&7 z3Sng%sy@THKf_=)C>sLZwz$xRCY=|6HSqtCK^$k8Jx-r?KQ8i>xQAJlx3j>9%X;n1 z13zvbN|A!sr|jApgao#E&z@2_tSBz91AYZ%;f;1QsY?S9(&33>!{O_ZGcr}2jfbmM%3Y!Hd;N+4M#f{vcB?c+Gq)u;St=@HqEeJ2b< zCIE4gYf)TCV*F$5p?96Yn`&Mdjy|!pAs|R0cEIL6Jls=2ju5*KGJ-2sd!9foBy1al zL5kHyHIk{d17vEpPVoMiBs$ZNAVsmCsoIh;d>!@&7Jpd4QImWL)~OLPj-(V*nH^F5 z3X!`qRfrx7Xfoa6e^E*7PhrYY(=lZ|1Kv^-{xHx+zZAFvi&S~UJLGe^*pku*nFul`>L$c4b3oox5hZF^D3)~Hqii6V;2y+jj638*>_LL?dgw@KA>h< zMv6trG5Ona7R3>^-GXx{SXQ(0Hre~nqIEOFzH>5u({ z2F`C)b!9qd!$UNS`1%xlsX4ya$argV9$cP1*oQIv*~B2*D)|)P%H8~@$Qy4~&2&oP zv3E~RXAbEAo%|)}rpTSK;&+l8dc)E~*K97!bz}1MIK*L3s4=)u7SM*~{a#nmp?p=I z$eHs$s3Z|ffEroAcU;4>_V<{$zzwD!jwc*Axnq=p2Wp1>t7V(0L=a-)LZ0~sZ90t7ePzkp% zt542-P$O*4`_=(Nz*63%7vKQpv;tDr*z$8m;_=_DS2O%eS760#287){%;~m`5|oY$ zI$fAJ|J@z0!WaJ0ywc+>r+=l<=O-5P#yZAr3tgnjKZh6J4TzTy9m%*qJdA*N&AllG z-vxhj0Y9prs;USr#+8>H6m%KuYxr2dt@OAbE+Xow-(@JMh`FpwXLJ8%?-)ZS zkZb~P{2_*tY$tPxuON!}esc3n&Ttp>xOgYO|Swa(0NYcp%S%BHuH6&I3I1D|R&N z&IO0kkuRo-STQ>fFet3bS7DTZOJ_)V0={b>406?wVT<2f*i5wd`K9h{IC}3{xk;aR2GMMRKFK?Go`L zSHX{cI<#AzF3z{hu1yNRv?1l1MuWAR@t{arPDl~y?P!fpEk(E3Npwj&S&W+CL7nh- z8>gS)<9^y#slQ|2;XT+oINinlq*YyX=sA+@dU&V{On@EiQ`ps~z6y2N)xTnjYwWA) zA%56~pI+I(Ct(pqF5$#z9)f|YJi+j>_2t`)W`pSGu#SD&ezprsdFKlWE|R}}?i#f3 zwfQ5ylmYr^HXr{EZz@btE9^5FMD41N%zIlMj74YFYu0bvDf@)^4Dx%c_ex3ejCaleHfYK%R!9~jIQ z3Kf%ONI_lI&Vn{^8UKT}Ci++aVci>OuxidpE)Un7Tk)s*CQ)>_CinBibgD6KG6Se% zA5FnwXbo)lmd6h+-6EY#7sx=FSV+y@3=pJy;&paR$X#*M#Lb-`#wHq#zCSy2`_5Df zZG@&T9qMdhKSg54NN;qwApz+Vf&x6%Mylym@ZX}9x^A2*oQbTDEmzT?VD^z<-cXb z^l43xK7dgk1|RhPfYyY~%vr;lM9q#136i(MXisJER*_~E{qJJZGxoL1FNxf`4EuHO zm*ug8GBj_QGs&DH;v%A@`63@ad`kCO8 zUTR#XzwDg;p6WpBZF;tAA@|x^Q_$vqmE}ya22kA)d@6Ga#h_(zQ1JG_cbO=QOG?nlAimkiC%}mJ>nd z$`ze~L|9iL9V~1A;XTRj^I*{CobK>8>b~G!!-_i={KwDa9WWR=dpAuWYjthwm0TII>GUL5Z|a4!%9aR%DwF+fJY3 zX+(GW+pLIw^N#Z&{*`wx0xUs@7Cp);oU3h`Uju#n$(J6+h?~Dx5|`=s{A{B>UW1M_ zOJ$lINdmO(BQ(>MV|Eo}T-AUHJck)8w#OqnuKeuO;w}s9$Se!Jk1L>EN+E~P7mFwl z0R07=r(AYC+ezATjSC;vmr@sm znL~#6@78!F(u&?xNaJG@neIHwuXV!95`E*W7Hi~o!X@n?)3*g1M zaHhcYL1W)N^JzV?B$R;jQCOhLz$khhixRgPUo+XB^I%d-@47gXXecxW%O2MoL4)Y^ zeaEhi(Q+oR31s7um!Dg2SC8HKV9f^~c>bZ7Z$Wc1Fsi-FE|-JA&hK^nJcsKlGZu$IWcPnab!ew#I5@3mkYzE#YJx@PpG? zUyTob2)a}{{65(w%$)AR3*uvOiC;lJ?V3)f|AkboSi1VB8j}!XKIRx!yGDLAOONl5 z_N3X-b2d@Aj#OyH*-QyGQEk5C4SWiup0qDd3phC3)*+)){wxLaICJ=5lTycSd$&!4 zNDhb4pOn1Zt2ah6lr3$>RP?ZZW!$4*bcRT~9Gq#vx2AsQ-Y%HBr33HvWa(RmBqpR; zRgTA`M;QU;AS#~5RtLlRyT4ZZ0cE>(vVaQ?s7ix4l#e~BZGdaE9hB6qY7hnMD zxe$M;oXV$){UsPU)9_ECIo&LdyqUhB%IHP$Ee|ws<<1qye;ZOfW)@T5^Y{I{qW-CD zmr1k^-V9!4hu^so#!QT{`yI&bER}P`{l&u}(MMu~9W5nRf5ba9{f=w0-^drM20992 z$%DkA6hCUzGs*JUvHa*mLNW#=Tkw0lUtRK9u;jy~lWtQT-{0_$Z|if!Z>ogtjQwWr zV+m|sM~o^TnlcLJHZv2qVcSnJj>RleC%0iX@38m{1o7nlcsWo)zkTy?KZos=Rr9Du zY|$e%m?IXmX0u;5*M;i&`-xJA*)4uAJ<^eUq9V?l+x0_((Z;M+>^K&G6VAl$->%vv zOSVn8P_<<%ck--g?l_p)N@uh0O6;CC(N|SbV|h>$6K&z#<(VUDyES+R+Ai-#IC-Mj zr=Onu43gw87;}0(y}dLWwXiL)*}UfYuA@8UyH8Xqn@gOj@j)wEU#TO|fUmo11BGl+ zU>Pgf*n(Zb?_ zjwJKzM=;8+MhKg)=&t{%wf+@Rk)*%)KI=^Y+wIuD?8K?&Bl6|jvYy^8&d)Ocv(Hqf z2*C-xnfIg>t7(HxD<#dVKzIU39=b63w`I=&*E59_U=pM( zK_X)L%9D`!OC0wWvB;HB$LHQUrN_aWhf`-@Syh?!vE?ev7i}e^WT!;q-CG?lj>^Eu zZQCnxs{1}JZLil^kb}U$gjnbQHz}6n^3;!x3jy}EPV-rSw z+pD&uV_p-lqS=izw%ajE!O$7@u-Wt+FtmRcBI++g|{gEj-)1 zztbt%NLecx3;)l?&T2y$H(ru0SoCQy;wty?W9@i87?!7WIykfg%huU%?ZIZ^&`M7r z0fKq6+xe5yNwTi`?o9~0@!jPxOgAVk-p(7?UhTAEx_bH*HLNRu*=QK@PN&Q_lxCTK z9}k3H*=N)4dty8_KotD*-3q@OKZ&FV4>IUFId?Dc-ZA@N(ffG#Os_@7)pkPe@hF@K z%+4n-9?5EzfV~AX;2Jfi_pfQ43jUgRqjiD>YHX|k?=9+4xP(~pTmOJP-rFTC?8eV2 zg06$@MQnIFd)0b}d@3cb>gs3M^s9GTkP3Fth%_#Nt5H2jeJ>hMndEmP;Or)jYopF}gKP zH{bDaQG_1gq%?3zq#Dx?T{;Oy$Sta#z`ANn&yWA$pJ$g}EEF3qfByMD(Z~^3^6o-? z2-`}cw0>Riva8oQR=I$LU%%{hlXv@%%kcNU=b}D-Ls1h++(u>V2T^EaVg_~eCfSr) z88M|aZVziraFL!$NV6s%vq}Wq!$4JI-PKj72I`-;(U*q(Z7I5VPn9 z_+|G77avhclKu#{->5qte`+|B9NGYAy><*MC#bXwVbidrf8AtT$)(~Tb+F^Eo{C{U zm|%K6O5X#X*iKwk-wGL?h}-`@u(-hK!+UFkMh)Fr0eW5Oa$WK3jLG&>4bBc_m3dll zc7TAZ+3O3k*3&K|vG@-^6Ywr^&Oj`3J2~&kOjK*~M;}i58SG`1N+ybgEH9x#6YLOX2f=O`s1y8++?>Pvn8@g90 zA>s4pp}~L|W2EDsqdQ5q1(WItRkyQ=QD2g;eFq4$q&JNH#Bt8>rlK|iT~IZ4&;&R{ zt5t1AP;4x<-tfTjl+l}a$C_x}=k1-W+6nm)#Y_`59sY!~MBq^(D+0Z_Og(;p1fMWN zX+DB|OFIV^?T```I$`fW?@!Z3vvuhPmLjD2EQ$ppSPswRRT1E@B7Y0|P&@b#S1afd znG&xdki9#!JHr!+rV^ECDGy1mhpj6<5ZDA1eDk<3fvrr?0gi8smuyQ0<$cc`JDa?5 zb_i2KTw!QUof*< zMP71dJb$-v(}+>4&k^ja>UTq61IB}&X2T8*y?tRedCt9K_7pjV#g4-U_ECCBw z)r+L9hq^^sO3G)koDdANomJiMH^eRAhb!REc6+YFMn@@?#ABjM=DndV($s-` zQb;8w7->#ajyt%Dj*N5v@~`a2#tweV{_?Y5Lc5hPtQc$q5F0^L7{`g+`Q`i>(zF=f z;lr9}58EvXkgl zA8y0a$)chc)EWOUd9)a}LdVT%QxC{jD<{MY;e=-f=U#8NJj%5usr8Rp8TRd@NS;6b z$W134FMZlXL$llZ&7Y1reU&XNX=+;b6-A$hZTaR6G3noTH|mVjLbc&OOHK$nD|L7i zp0G(c?4omQ&M#~_u6wI9fcLDq855#9{=Dd0FpyC`vV2aZN|SNW#!g2?>IkceDj})} z%A?m&?PBrS1LcChr*JVfE5FByz~{{$Yx`+9806qWn|VgYobzJf%Ox#U^#oxz3uzXD zn@swWrSPt5s1KqhdrO;`hu3T9S(yC$3&l|+9ISE)hK$MVVOREg%kwY<69lwWj2%|7 z3ui~k8>=WcYFLFV9shv#JpXo6t&xnpgAXmiwKOI_OZOnQi6?M_q`%<(`v)^7 z#2SOHU_+~|r&AjA*lJ7^bgUnw+?Ou4_80@!{oe0@vP*qEpLLu;M3a{I+K>{*evwp6 zON%2Pj2PR26sB)1)Ok7(8DVrm8%a#4*su;Civm7sqVsnuRuvg+ak(;>McIP0 zr!5*Ajb&mm>@w8SGkrzp!?;5_Ahf>!3uNitbvwQD)4S~4x7!OI>p%b@r5!X+e5`%u zL5Hx8st(@aKf&OFLLxq5qRE|DxzBelf{c2;yZ4kCYs6%oj!%7cgD|rRCny(B{v#Hq z#|VjaNcuzxELbpfKW$#|Ewja_US|`WGv=n?^Ii(V>5CX~f3G-mgA=0F%559LU)+qO zmWZh?DeBOPsd6#DZlgHQ3repAWC{%-4y^jNrF5URYao=c( z$#?Ct;p%SPvw|6C&)z40sR3Y!(5}l?;L-6So%~dsV;oeNMS3D(;XAkAe^!~P`V)jh za$(J$Dz6L}N-dm?XI9V6Y|=cF7XidXvF*Riy9U=q6_IHI(O4X2q_zx&ZkTZGVkJRW zF6s!v{PK!Q=^~zg3=3n|)J3cA%!@|K+6{s}Txoeicx)HrU*3(IC?SvhmvnSz8$j6G ztvb@mS%fU{V%U4K`GWV!82b9;5e2$(mA|mbh~z!Y6inzOwuF?^rbtvlNNAR$_5EM#xc#Ru=~earb@ ze_4kSlED^*-qAP*RN&~3R*Xj{s8jEqY;SZ}x&b?tZ3l`~slU$Q7Iiv72NzH6dgoEI ziEiF(&}}(LU7tpl68m=>H}v}DZMOjrM28PhV63w>{fvrS$Tt4EE#THM3R)QvMBX`-8=Gf0hQw|SGhPL>&LJbRES2GO18 zsy%@ycS<~gJ^6cnQs8F|^PM$F1zbz^vF2!@9VB7i!+06vngdKeBN>Um(>(Daow3ci zzqA>IR3wP`+f_W`UHWcaLUiXLrYcByi2g0wy7ovKfJuLNJ)CPCuvEp=p|z126Z13&kG&NoR{!BgfYrG;!q8xD$RYBoq?Z*0vFYJpwb6$pSGzDZC*KmPAm)%*A1c?b=X74kcXi=k?zlQ;MW{T|IJcPiars|A~cD`)gm z{>0*Z6j&tlU>DYN3Y?&cud*ewoQl`fr2&`j9FX@r2*Ft;Ee*5N`FpaIt>sZj2joJP zq5$jVI%!76WX>R<5QJR4chj_-6x_eI$3WvL4gBZ5v1OFq21uh+`ZpPuPKkCnu0!C1 z(SQy^G=e+R>N2{Z^{abB!gbXf*63p2BhwAuvU|=#qTJPt@8=jouM}3_Bf*7>gJ^wbm2tXsp2-p&S;1e>;JGhfF@?i#n&G!| z8xVPf>fvuI6su%nNwmfNUItcbK3zGL*k^aPnYBpcD^t z)_>@poa=yS1+fDFaQ2l#4AbGU4Y4H2WLmr1tl({$biN5kGoCfxni;{}CVD}K@iQit zH*(y@V7%~g^>IY z@K)6x#C>pIc5_%X6&rXuI=t1)>NzpWTW^$qfS29eK)a^f=JMNv^Y%7ua@bPuqf^7@ zcq9zYPs7LjWP5A;xiy1ol4g}440ntrcT#Q4uwCJB0L+sP({AkFLl32gW{(|hQMjLy z$$z9Rkh)IAozp_LG?=zf2TG4bh-eX(uPxsM)1-SaT<2LngRVcc({W@r|It;tLbh-e zsgo~qgRAJj!=^~0d+?yxzzQflUMHG0NHBT4=Bz}lbQ3OuB&v$LINVC9r(gE|JU8O3 zkbn#Yh9<|^tp%|QF*qzBVXZ-r~rT$-?%SbzRNY^VvUjjMQGrr9=0 zhqoiDR{UmQK?FGbXr|B&a%!b=yktH66n_ObkG(EgNk9Six*lM zLQ0Iu+Y=2vH2K~>*-`z-pzMLFA)AZ&JDuwrZSF?UuYSdO=4ueKPB=8t7P~>u*bJUI zx5-=&9%XQoRCPm=)3uLKV_XMx^ptly2s(h20y$My&NsdGhgerPp*&a?w*-7KHh$(b zevWnwpsY#PnbUe~FR+he&Sy{W{9{S?iiKRG5Le;Dkfw3iU8W1=wGqjp^}P4}ax#VsS5+Z{AJZPhF`S*b|jvu?g;$M<>zl6=|T! z@U=Fm3{XQQmb?m0+)Q7*kggi83vP%%dUdDt>Uiemw;{A+6r`c~Hh3WZta`Qi;AAGMRyV={h3|lx zj-m8Sa3HjD5KP{BFWf!nE!GC$LnaVh9+K^E2uHoip$t-$oeq+sb{U`L<*Av?!dNlh zkk;vZALWLG0b+JT$3F(+nx)sz@?lJ8+wBgYErqv^=VJR3Ne~YGfkAi&U!6{4va}f4dQq=lQc8zu=}&gazDM@EUQm` zL-$q|3Y(Te*9HmuOa^fWL+_l{kC-F!oYg4@$>LjKPDkXeB=_ z0%r$)(sqKChI%&N5!+opH4;g?J6!cyIpCJ0|5f*|RjP~e7&8ybO-YiCOtnQ?e=kb7 zaQQqg(DhHp~R{#BI zLUGy781c@^5aWvHt(Phy&))I(+s5L|sW+E0KbZ^0ZW^Iw?HXVbcC$%rVh%lml#LtK z77%;=v<3cH+5)hhG~T6C7IkziJxnh_`jyf-&sV&ntB9P2ucU)*2SZr!1}7lt3~c=G zi1^X;I!NkrIj3{Prpo(=+?GI)JF(kZ0fxSoTk{!$m*+O^k@rXo5(GbacTK?4Yrha< z5pdsl(0`%!?{D-5!N$_5?lU(08?}l$b5R;>O$RWcbBZbKP38IN6g9OXLRfp z0QBYg0ZbSmk(sVHV*;cA&n8t`DH$3Oaq}4}*tL-JogmZ!>egt%7{hFh(qbZm6n3fL*xtYY zTH1-T6I`{Bd*w0Hl&cjjOo8`l7@lCwca{iR2KMc)b~|Rx9tX1Rt-H<)Ia&Yxr$Txh z7Eq^UkeU|6Y&eDcw(ase`4Zm!Xdk?GMJT^W5RJFWucImWBBYUZv7&vi1x-LdkA#KP z01FCFd@vjX158GD=+qnQ%R~lIyCt|eX)YPeOAVG{0oL0~N*G0RDQoE?%5c;e5UVP^ zFFqr=3q?Pfgk-B?uxFlw6Ek!Fru!uaOjY_?UsU>^tEPU-uAhca`iQpxfxajH^P&B(_TDzu!Us2QrcT7;;cuT`I7x2*EOdP1)x(^4BDhIj_+ZnU zKfc(tnxms!QRc5W`ie&})ExANjjSyTu@PE?%ua!q?}A~T6^qLZ!{(-F8T%4X#ch74 zfX#ughq{Px0uIGd(vKVmZ7!2a#)W%1;-=#{3(Ou{wI2rOLg>?~CS!B1TcKRzxZeHESHU0kkS z*oM3KmZ*}}H9kiSNP%Bp_CuhQL?ZcyEdP#rSc^`Nk^~!)=0PdAr66o zlj<2l{=EjCJB}X_GFV7qsSK^DOd<7Yfbvl%K%luxt92Y4*=*+bFSJupxp5e0uO#B& z7H>wCw+BN7(jQ|??lTEnwVyeP`FN!JcKhobw7?%2Sx{Ja%h;gf2`zfyJx*89c|_3| znjmA7ht$k&srvP*FFvYOcw_Fe|BgTHP z-2g z127fM^SI|0Qu72~w&*G5qcB+HkJLz&L-5z^@IuB&MJ&a!FE&pm$sh@E!e>U4iEIZU z)|2LG(pW<{FU(K|vIbG(Pv64Y6kL`n)xQGTzCRKpnzag@^#D`LLDQy)`EU3KTfHN8 z;jxRh(4_8`@AO%4U{sWbm3sA)6lsSTnpEIh?Rj^3_x#M>#2U& zOuME*urF1Py3RSd5cLH7MVV7c5#0wOZD5hz!9coIpxsll==j{4R_WA3TnF>G%J7KZ z3u4|y4D1QnO2$G9idR%0cGU>F?ZpmBPP%1F=@VW_CQcHm!x4YV%m|#eS2nA3&JmGk zAP>etwDFxjH&wyHI+xPC_{$zhzNGTS0Sh2%Q8#~+?)7aKk!m_!uh_J3ue#EFo0pQN zW}>%ErcoW$DWH17t&M(;y$kOsyk}EhFq8wgQHCxQ^GD+#XvU2HT6poBSy@2~*y4r1 z;^7G>3cdt6f)H(NN8;kC5=TUkfZEn7uP5v(T;w4|eVkeN_^z=c>BT;0s$JzrQvr_Y zJ2EPA-!fr-J})6vi=D8a*YNMDbEGmwwS{k^E$JGZkBshFxQLrsoMwh5n&LM9Ax&BM z+qG|r>RYka$b;<*r;Ey7o}z4lm;Oupx8m!*f3Ut5k7Jc+$3Yrn73(6{CjPd`#ji+( z^upsn%Z0CYOBcoe!23S=um7RqU6@=#wXt@w(H!#%{|?qGXx?7%3G&}qcAb+ z3Y0I>#c0u3?NW+713jl>kPO}j7RA^+X^@^@{C3^lZbX{;-rs+3I<<~t;l2tpc-HBB zAsS<_ZPHg>!{avpwZ?em;Gs;+|62xC$LWD`RR2Qu4KG+awNxJZyGkd5V6Z0?CK)Axh@NCRmeV-2^WDGMIrodp}kFvl{ zkofWT=g9EEI(C+Yk5*W~C7WQ^e4uK8RVjlpFu&tFX8~)>*}b?qqKql~idMS~Pm0WP z=ui8DpDUX_xo~aKU!Qb!&t{s`myw7OWe~Zyi?*pyi%N<#TyW)d?uy(?ooN z>DuQ<|2Cd*-c6+Sec#RRNXJV^u5SSCmw#J%0Lw4m<@sV>fC4PHHAz|F8Dl!k7SH1y zavsrXVLWNIaJL_p=_W6Bi&K4DRGInjC*^;tS@`YOI*Jn`h7BNr0I$e`KcNax&8l-6 zhKz6!Uz0MTv|6;8pQsEcqeCe2F_4KKtA-xOQN7{^JYklUFL5i| zhl(ilOk&8fY|b?G3xJM7Hqn*_Sp+V^(5&_p@8Mq!NkOC=nZ)Y(0EMf=nt6*s zvB9HwnUx_##E)6%dehw<0yZC3IHF7IG9k@i0J#Mzwe6h8D4}2c#7vOLrRR}DefVh_ z>yd7G(y+YUf9QhFr#`|w4p1XXVZaMB%UQ*4T^0>k*>272EM+(_ z#H*QK;78+Ex@DX2_9_yam}_;z7T{3T=rxeZ7-hiB^g^%q#@WARhfbq>!Tf%V%=4%l zhk_K;2O&-pfB_gm=zeQn+(8d-EK&6eWN<;N3E7WXli!FM4(YO-4qS54SmvS%X?*+` zbS#A^CPoGp*Jt;_gTBVhg!+=jQ?~XPiw)$qwzQg^_a=H~q+`mAJx($1F`18NzV4t9 zWqd&c@Uu%qLV>79t$B&I;YI@(S29Y6FR~Z1!AFqsjCrS&9rin@3}TP{0GVV%L?YUw4l&;ZQj>C%L&82woj{_Wkr+me3$N|1PFTj@=!o9u z1u5b?>oV@I(LyKi2Ltol7r;bm-6MZ85sQl^W{g9)mI-Q(DIO9cYA+oluW^|2jt1^(JRnRGt< zCTDN5P6JYw{bvNLSoU zlqs@kM3!gJy*6n|4HtP9ZE&ZjdQJF|B#kGc`dZ5qK%aL8edMJx7ednfp71>F=K`uA zcCNHvIIC2JM%@3b{td{!SXkre8(^~m%hxb8J!?R4X&ydKLYimrRheakMpN^+@7y1V z`E-KnL$YP+l!TRUjtxtmV7ihj^zrJh158kV0RQ>*Z|0#NF zkd&s)EnQa|c!GGa;ti9*Dz70liIM zBhoSNr!fn}k;4hlDVa7h`~Dat6Y{;6*fK7L1&2TXbH04JN}}rb6xZm^o5{yRUxfS& zwysFaOd)az)8{XZk6a;hYDgac8UyLFw&{V{=E3<>X3v+jPn@^K+@52v)cg^syr5viGpV4 z0;JBt4&C8*iLCwXdjc~E&rRr2;2B}(sfjhYr9@OzMcY}Q7-o2qCliawtFEeVos;$Q z2xj|l)YeeSBDxl>Pr_a#5@>;BY^{!AckJUUA37ab;FH0hZ|a1b%(j+VRDudbp38WAxB-(Z!r);}hyc=s`qvwk~|=8;2yhGS@&NoeCySiQ@C~Zwa#X#$YkhJj{VygY-dR zu!R7`)6Ufr*NVi%pTK?)6W~JW=^|W)+F!JyVvNf7Meos<=zm0vE1ep=d+ z1dZ$$lkh9GW{cqD##|)((a(rI+Ps4s0uImv-X+tC&N}j!M&KJVa~4$=$t!}qM>*go z1IsoqysE1nxFVIvrltcdNJsjLIU8Wh5p=P$-Gf{9-*6qK^q6|>6tMs-YygMsXP*Mw zIM9jS?F^yKUvXIf9d7nkh2Po+P<0Xzjx;0@Wjq;q&E6ys&A5hQqR=%79iVbhm5I{E zzp;zGWDX%24^xh}Sn`=Q>7*wqZZXA02>#ItxsGFq-OlwjFP{7dpM05jUI(<>QUaP~ z8R1u9ze=N_7bvlQjh@}Y&)xVQ0CC6j*pt_{FG4+KJS-^0g$JNZhh#D}LwXBt>){Q= z!lrmOBx)hj@i91qotO>53pq#0(u)h%6J7BH;Mb@yKcE}+K1lOijJY=OmBY%5#(H|t(OKmu%%R;`svubkmMF-=aGjCz6TCE+27Ex>GTMOz;~r{Ut^JIsM6 zs5P(cI8M!_Wcz!AJ&RJ+^Of%I&z`BCS2Sz9dEhOhqm*=7NLRHs8Trby7?{v}4H|(mkbc&txPJP1Gzk^-)J=b+PhZ*|6FB485FALyJAG1su z?Z@=HD1@i{jqh{7A*_`>(f<@tqc55J<VHfzS|P zBpfyvkQ;L$?x}<^d6TH$?$^r@#7h$L0~rKd3vyMkrAORtvUZ0`mL&QM*n?r%@r|uQ zc57rZnqBgsyz_h{a_8&;xr5~SxY?~s6^2_OV<=*XPyIsn7*_fCD>Xe&-m6CRhO8R8 z_xH{ykxTj?rB)8szXH2@JVVVOK)+^#>%{vV8c7*7lKt641cs_itcACLgqJP2j%XIfRR$_S>+j|a^EF4ssoVcPkUI<5V=?p+X)1McLuLyh=ji3&|-I3Tp6B8ybR0idLZUtXx8e^UVmE z8!tQA1y12nLJk>4He8{fYuo4Rt8w*X21Fua!e)ONn!hn77cX1hB3Ka5Q7jAwVzj1R z^IizF$0Vtc{ahdzp=qikW}X1|li9^aS^LsVQ#W4dYL018V6tI1KJIp{o=Vp_>t6Ji z=iuVKnw??uGlp87=xR5ulp(A1>=~XVYF!BzK)6P)nry<@lY<}Wb>gnW1qr+kIuZ510I)vLzlSV4j5Zi`x021ub zjc+1=<~{|avkC|Shxf*;EjFjU9AZ_xOQD!8pYrcY*#(Z$Oq8>AoLR>QV}*}%W;N+rU#0ki z1Fw#6(s2f*rpH&^;v6^wMuC`lsfK!1EhcJC(q+gY%|UY4`kyDsbi)=oWGvWRY=j_ZoL!h2kC1W3 z?hkW%@n1_xt4eme8kW6xUCJk4HIq1vHDvQq;klAHq!wA$m+q?wf=g}F$p1gXp~A9p zya7+alWQCg>Da+;vK4f`HYQUyAoHzJkQ4HW-PF(pu(^_@F($~OC6sbPL{DP(+Lj$I z`MJ9vOYEG3PN-VclC*8xa8r+Ajh+Ak2*XgV6q`a?iHxrQ+9OG?+TD9For}0X$-6tQ zp58*iAvs++Q#Hvni*GP7#}sMO>RqL++_My`lVuG8CSN zo>Pp*()IkiWc&}Yn4=Wl|AykG=oJ03oc@5<$Bo_$Zep2Q`cWp6CJ?83G6}}q9L@xJ z6||seUJF;Pm2_`)sN_DwxWQKgrky4J@|NatynGmRB)%hmi z-FSN=-p=>=%6l77t72sMnxlFXZ<77d0y%{sp6h*Bd-KwA$`OvFQ6>BRIx_WI#1=u^ z-=P~-;a9wp0-zcVQ<`XW#jsJspt!NWt?7uLmzk$%!~V-K%7>q<=F2N>O9uW19!3G@)wMCGmiA+lOzha zxn}I-PF}~$nCg%{aQwqIh!-oZOT;pX;6yviOwF!z>wM}8pvNH>|2a>T`RZ~%qe>qD zsN;18AorNN%-0Wa=FbdGj!hhQZ;(i(Z(PIu`pO9lA!)22c5zE#kDd&(IwD z`;!QiBr7t1d$;Z`aPQ(SAZO};jvIZ0nrV{LDq0j z$m$Ll#BwK16?=LlwLUxhfH<9lDVBk-i%x>&QOf!xNG6#)?qgDo<)#Xv5)5U0^%OuWdwf%z6P?d$#s>%;E0$b>6Ylx zRjF)enrvWt8zxVQJygm|*{Nqm;Yrwl{pvCxD^o z-A2^iJNHFjh^r`t6p`gJhBB<`v~9P$KtaL{Q=-We$2R==7|8{45sqP-sYnGcaEyPHVNcJ&!$ z_ulY$h593xwh2-!g*W5$=jw9Zb5uN=@qmUY@l!TOfr;dVg5SzlxB;qXI6f!@I@~7D z+lY3dqH}tmaK^a_8N;fun8fl>mNKu!T|qRSPTu2t&Hz7*_|c1H%4^IqV>(35u@y`BSEX7 z*gv?v5p=&cT&IN~=bsF)*Q4R$`8=701ZXZ^`)nmaj_=i7q0dBvKw+IY!sf6JV`FpKlEWuwx^~%_P!_ zvD|exF6rha!DFN zWj|jy!}!)lgcl@z?flbA;*-97R$Q$>P|B_Tj64lH92BcF!t2Q{(07giO4Xc%$l=%Q zhJmM+xzJWs>l+|Pz3ThQ)WB{;u}OgjTg6&VOLIODO@LZ+oa_8tri&qz6(_I1`)5_s z_!bhpbn7frm7%jueuv285wN0AR~JOy!?v2=mF^wgN>c8gMaN|xl24Ihqp8)GwJiAj z4Y5$UZKCc-JvfpYw$u2jk5W)9zBn)-evjTZb$5Xp6w9}3RQ|_rokL;XVr-0jYgze& z0+Tbr4u48S=B(I!Bzr*dN{qivu~gHCmLyP<=~|&jwklA0^S9r#X}WY*DcAKs4r%-_ zfdf*uZ+E5-1t+SRF@W;BX}8``@&+rJ-#n|?pa;d^v(U^@L9U!`!U@)Zn-f51%f{_m zMI&#;7%oPgTQH-Ut5SP6W+r7}HWrUndtnBoKVw8@d*n#kleL^?F3dnk5{>YU#~jj$lvo6pJ zX&S@2!ctx~8wAD7P{PCKx2O`{p+*)2^!ud^Y9i4D`as0Og=R)h-aRIIw-scM@0AJU ziR&FBk(MR`17j3HWD#`B-SQ@GL3EbRDg`UOB?`ci@cd_l>?5^da~Ty|ID0P@&0Yel zF8kFqcCMc?gkdwVPhx;c#URLH4a>fQ;N>`FM%OckWvcY;X1DY^b|rA_54G1-a-*mC zGA%JGhPO%&THJN|0EEfmOI(i5^WclAmQgEv>acN@ry(Biq$D;;QVUdo|8+W4|LbV~ z|Lka!ej?kIo}X=-415GK^&iAHH`rZPEtRV=Gg)!w51;zQz1St#3$0ON`R zQp82DDv}vc+y~GC6VpUWNO>9|F*c7V zF&&RLRl;pDlZflpx0^G=JLmq~C7x07%QfWiQDD49lRQTVRTWN6N|`G@?q?Zx=+Y@E6^aohKdBq^ zow7zWy`&7!4fT@&w|`%>4XE9I=%q*c`a8h48ysBGc{enQPBFZfd4%0~f9zx$z zZD7{=iCnDAxoE|}+Mts(^#^SwPdjP`bgpPwZT&cFNy}=R!U6hO?#_(t=p>$>B&nGc zQ{Sjlz8safIs;3$F}^63u;Xu5S&!13ym#HSY&yfIvsPJv!9030!^cZZ-B{Q>`bU+l znz%a489RCA54A1JR5=xe`@TU0v+uPlSQwMnVH3?p(ujxfwOBu#IJk8mtXVGs?9ZExz}QN zeRGWx*-AEN-Cw=D3E#s-2{JIVMjAWNi4xTS!Ki^S-ea_z1_8*aWlSKS=zb{RBN<&2 z{Pmv0TVUG(K*=*~is)6MkTdD^Gm0TW@$w=_h?ybATX$Ho;^X8ppiWE0%&PW_7~(jHGq5``2wsZP$CBN zq}rgGQqfZ$ai1i|HXm5-Mq#7HfQ%3g5=oTiwJ*FlX;MjJj3(^!QtAP@NWZL&{WR^) zK@MLMta@n(ww&8;o*|z@4uCmR%cuDoWr1XrAftEAe4`;jQFe%!2qg$bvTNy6lJe^o z_P>)czz%6V&5MKv%V_4|BknH?fsgD+MAEN`RS}VU$&Zxbi02DPaZ<%ONKFZ#R@m#Uy@Z)XFA| zPGdt=Y0Tf9u1|6CkwtF>1%1OzloPW*cFvy_nfboKdOx>7xOqRZPntOsD@~Hy=Eh$3 zplSZYiB4K!a7CtjZm!`v3o3*hV&5xj`aVi(9RpEGM(ozPWF8ROoO%1xN|>{k?l@70 zz}UP6!N;&6DWSEo^;Ik5c=cj-iX_4&+27lXZusz1O#DmHlt+j5{*NzVP&e z{1m6i7L5yV&H{3kMgy-ThFeLsfd1Eq)ry!sZTctFvhCsyko@JqiM}1QDMfu}1>PArdTz zM4>ToooLMe^h2l?q^#M7ef3EDnp)-34T9$bp(>i$O0;|loG&FZRqbuUnUcigopr?0 zz4BGPvU*a+yVdM5SrLG{7xC0y`>eYyX-qx~+Tk_QO-?bad=R+vk&5wjI~I!yQ&mf^C=Zg(w_mykCFf zXSEpbK!Q}Fb+nK2Cy5dF7{U3e#PkZu{OKmi`v^teQuylA35B4i-7xJ{eZ=~ zZ9G6GHd$-$4YeFe*DWqU(W$pTm-JN-UpYBQsx;HWR@yT=SlhN-y!^<7^&AdYel#@h zj*gE;aBqoh*DI7O?=gj~RrsA>%vWevd^OB@>|*_qG_S3+*YLbzNqWn@#oG~SVP;ET zy?nXUz+}Uwbc1%GarEd2&7xIje#r5tq(-4pSKvU~AM^_UG=6jV>d_dc5*L{=j^}i& zDecoaSEFoRdq>U|=(J<( z$1uLS&#}#j2!z$CHM1wj8Zg?T~fGS z>z}FlnJ$r9tiQ8)(YX774}*JPIIUNSYzG01Kl`~4bRH=ElO8sksOD;nu%XQPW%tXX zw^`k>MI*rzF5XNtO_v_To#fq6Ro8)R_@m#-F4M7|-rn3IyEF4i;R1=(u@B~?e%Xuf z+{e6Mn7jR()-syGZJR2`Ng-i2l)sA14*F>D*_ z_m;}#PnKH_jbG!3NvVY0m6+-neRs+D!~J6-3xT;uz_F~5D!K${X< z+fMIoG?9V3m$Ws>x$|wNwl!0)tGN!Oz%;}to@Mhs=?`I>2ai3lW6GZfn*TE=aPaf# zk)rv&{J8|SGhWWs-PVQEd*4;^ZWi2V~k=n)q^NecoXw-83#_*Fb zpnTmMEUe0`#r(c}zg%cAH;GkyXhbGXYBi#erSB(Vi>dc~Fpoao zK7D-ZppSF3_H3`pD3>cNt}obK7pCUM^TVb&ATOXFhwj2?*rnKtjvs>&m2|UNaOQ`` zZ$wmXehGuqjF3S)GB2;yI5wo=oAt!N{M^86@)T7pMSgqMXim3m*@ zu*=vTDOnrnrmvumWoC@22uV4dlGzU!dE*;$NK`)KPpLG7N=RQ!K2D!@P+?_h|EsIo zJY&Zo>HAh~uNhmI)XW!O*!vpv-o$fmo(@WDqpS4k+^loBkw*19EKgac>x#8oAG&rS za;BpaDFE90I6Mb|M|2*j|TQKJz=B1shS#FDzUxXuSMee&A(^~oTk`2L)5 zMg!vC>5P><#}EMCer2eLDsn@4BUoY%cO0_o9%n!v82VVh5kpR2&b zyYAXW?5@_nDT_3{d2iR5$glc+Eyuk>=1C=EoaIwQ3axWw&Xfi1M&3PkzL9)dr`xHF zKrfC@I;w$bMh-!rMsq(ozeKlkLWADZrHOD8FI)PNjL5nOp>C>}5VqMl3(Zqq9afz_(tIZzQl@Y5##GPm%3qU4K*SWuRqWDedAw67IAW!3v!hI}OeEdt zPwMJTpBr?7n$Y(e1fkk}lSMxY2T*RDm1(i)-B+L+x-yl`<92ddF=M6xgAbcXw;oLg z5~Rd*eRkuz!LcF79-HQAAi_a;V|I_xci|agZ z)+=Ywn@3yGek~jyMkuD#KZZ2pD9v782^K~7>a~NjZ;4$m_ykscvr3zF+;(bGa%&$2eQZJWzd-fqNEKqm4H&(DvMoVW19E|~ z>o_`B9qtk|IU_ds2R{60<9+wm-p#gab%pKJ?=K0lEf-6nTfS8eVXVdkcjtwdirI&T zVKHkWAKM7&^< zt?9k4t*$?`=Z5@jzwR9Vc_Q$6*X9)Kx;OW7s68QTjJ1u-@(GM!I9FHW*c0tH)OAG$ zk6=@VPqCP0G;f0{>lTS*x}u=S39GuaxP(f2-m4MM?1LZd@0AY0Jeq75L+AFv))xZ} z42v{>PNQ!m9kfYF;N<^NzOnI~R{Tu~C3`v%- zLpifc&AQqkf>~vTQ(bCua(1FbL>7lZBBT`4r4#EL8fjOh`uAzt)+=R;YS9%>!_U-!8E`6DlBL>$ni6ZSlHM`m4W#H&kmMu~li?mq1t!t$4G zE&2+we7bE4{j6SZ*!{{pQ7;@(^i0@+;vH<2EzwC6T9?Me-nMsJ*VEmOeve#Np)ZfW z%C>l$Axbd<2M5j;2h6ws!y*6k_0R*o{)1CnJx5QsOIOJk9=E%|F86M;;a>K(w#TC- zH;N9dZF~BSr{e4uKLTBB+35XbLIZk-^{Xu!8?QY`&*SabBT?2mFv)MNe;P``JvI@kFSchVF?U zLk$)v3yUf5f+Ow?Ki1WZ_x_5Aydp9ii)P3z^Jy|-OSqaeJ zU_++)N4j^#g=1pj?*dPI2PqWJBKS|qF^9Y50zi^Gf{d-6G)v1# zy~QoOwL)8gPLrT&a~e<+Gs&D@e4(=iR0V5i(q@y^LLunPX{8*`6f#*+FSts^sj_4w zK~*?rYdu}*F}rvEzOu1_A-jM3>|gCZ{$a&-v-5_u7y&Ns7rRkhCRh^1pR36qNhv9{ zp{{en)j_QVwJqg7=WTtSjlZ8qdd24?32OErhD^!fjNvR+{5a97=<9ut@doe9yAJb0 zZT{Us60Uj4d2_!Qth}=}N0gODvZ(3D4*|iFuJ?By6wwQAb_T`b)-qBtc+flo; zq&kKFdfLZ*L4-Q=y5&kAf3$h90iSGn4szvV(+3oG1f+2Lc!!5`2Iy|B-LVB;bKkt| zg9i8Sxx_UK+g=U!<&$kyKOXWM9Lm#L`@BAoQ3jJ|Pwv=@toQDa=~jsgpH4s4d#bj! z%`;LAL;ySH3)>Z{O!9o!-LFk4(JR7HQPFzNY76y-Qo;fTX0bTc&8-Xg3B;Z2z} zlI$HU@2sx(f+-~uCNQ-ne?pA;DiiBx-EOB~muo-~dyvg%t0WHEcURt?|FpXAE@^>_?9&y3c+fyRks&qp%VmG|d90(uUf-gP*WP5f=i0QeY7 zv$YvmxdYk7?-q8)ZS~naklWN?|N6jjT75>{FY^0#i~la^+tIp>HB&dEk_2;~uaRgH z$q8FR;^R`uLb~@jBVBQp9WGa!K>`h&uBkTknmfqUg&ictmA%JXnQOq2SM0$759der zd1)Iq_3s|Lq?^B|@I#UP*TYhJm?Y?sJz?S1wJ|bDH%jT(^lika$MP#9WeV4N+XtgP zren+s)}GHHNVo3$HGmTuV|xtP(XzJpWn5EUv3Pj>2yk&>k$iviP3A|$rHjW zTH2@5!n!JZuC&>~*Lop?7l#Tr%l({dq7XsZFh4P>-uYkR2w`TJ+rAOV_R~Y%#i^YxPXOR`jT0Yuc+1yFGr+ zH(ndtzZeGY)m5|)=1lxNzV*oEvpqnUldPAiKahNG8FlSJ^7B6F%Jid*(Rl+!fwK>D z3b%!9IR5kD=WFi5;?PI6-Wl`az_kax57O5ZPw(-)2=8NB&R|rrGVuj}fb8A*GOJFl>7dm(ERcv1;ySlUZ9eQHe+A!G^Fyoa zNHRC2$ zC*2I!GBdX{|- ziRiS)^`egS)s3;3X5XJBlp#dTa6T4{y9BjIl{sfFRUgn<%@jb&6;%BLsqfd9-u|*Z zLbv9%*gB49vZSh$$Fry69irw9DZ7{g7v5(H3W1Vga!MtLL#^hHMvi}ZI16ng3#Cyy z@w&#(a0v<$qu3jSuie4uK{d0Jl%x+;=7Pgr3;i4G*$M)3ZZ~Lo;yP6w70Mmr(RDdyHeYPkUZcGiPRitLj?baL7nd+srSU_w_CHpGTd>ME-BX&FI0onC4jI92!wA_b&@6;wdT$qlf&joF@(+7#%vpA z;+|@Zz^YPVPFc&L!v?#hUab>BuM7nw2KG8E;0J#`f(Vum4Il|70feAiN>T%Qt=nO9 zBe4W{#>~2xpS0)67(GJAQoH;}>;kG$S9R>ZI&>+0$;T3QNy#9~G+gi7JA}-GYaNj0 za->qmKR-O`A&_lm8L3v0_mc|6j2iMeHHVzbGNVaLbu2DXe%Nl})d++4>NC2N@(+yM zMcLnl1E{DR`+=hTL1$1SUHC*Z+68 zDjI~ZW8CAw5jy);+OdgMHGo+dKfQf(xN745n4K;Ij%^8cZKS_?O(l0);US0=V_eeCI@|_S|E1a|NzP&%+4V9vz3w&K)vZad6M{jLlw^*&4%0NkEIr%~-i$k1DR`6##Y>0F%Kuzsc^4hnp0%*>z6zH)+fQt`k~#yt4YdCN-4uD)9rt=yh~g8 zJ0eTzfhfB-N9&dM>xNDD7A)!98?zD2&2omf73+?Deh89BkXmH$DNO~M?VDK?^(Qus z#@hjP-JvXYo&m$019@}{?+NO2_X_xM1L~>>uR+zp&u-<7Px94{tD?$Elu^*aM~14<)-^YaL< zV!pjIA9nFr>N55RgqasebU%9V$mB>zL&6((`OScMJKJ_WIYK z6lnC=E=eCuqbM*Ws$ zOUl>@u~0OE=xG(N=)%hUK=a(!_DtEej{8Z zTSw=VlMfCh9MrlsG`y3?=zQL9H1+G|0=vN4s&qv8K8tfx}Le^2b-OH|&OrxV! z6<7CIK@ZlJNoyIWe1Xu-n61@7mDoGZ?_Hflz>YXHraEBYTTg8*x67bMUAA=>4}@ei zTzj$ED#fZwSv}eXRwql$#-LJlh!Zs)-2V49q5u)Zi1 z$v2P7%!CGe0y?`Kn$gpAoKW$NpUCi?6Pb9sVaO)uty_j*0Dm{WxDd-?C$A1Vdt}5 zRF+*v7Uj}m{0KvN%M5os*m(G6=2o9k05v~#xW)a%M3pHBsrQ(BV?S!0r71;(809Q7 z`BAP0!ZIgjrneq=MWNiQwPW=TkP2foN*lg#Ct6S_Ki>m>GFLe`aBZZ>=GTDQ?*-`d zNTPy&fY_yIQ0$A}j?}=yDUb4_wSWVK!8Z0UF4O(dph|RLuoFy5wa~a9jg2WJqJ^kR3gTKCN&0H-@Iu_?C?!Wj>x-`$1_OifD5BFVg>y4drtUIl22HUC6|v;Z zuPRy&d-H#TAI(mP>cmj{WTA1T27KiN&SR+1&AhVJ{Ebymc4VSzai?8m`BFw(Q~iI2 f?fcOE*Zk7T^6l;Kxl0O3uysyM_Du3Aotys$DXc)W diff --git a/docs/diagrams/pe_dma_perf/no_congestion.png b/docs/diagrams/pe_dma_perf/no_congestion.png index 18ea36370b05c0ff0a0690df46722f847eba5779..90a12073c79e50de4d7c41ba8c7b17d0e7979cad 100644 GIT binary patch literal 74343 zcmdSBXH-*N+b&8G&>&zTq98@F0Rk3^lu$*Q6oCLzf}pe@MLG$giYO|mAgJ^X2@qQ7 z0R$Bl=_N=T7a9cp(f7 z3>?~8w~ZJWSkf36n4cbI1-~)Vi|+>i$$M*CFU+B4|cdV4%}_kQebC**7I z>E-P1c2nZ|H3_+^LQdY^9$xa2lCJ;r7ZUECj*^$|^xOyUa>PUHz83=n&k6cJM#t1{ zBL+qW2JPFbCjLnaBW!Uer*}41(6)0#Ey{UoLlqWo)vV0J&kxI7&3n!-l5r($z|gRm zF+(T{ddwtFka$D~&V4(ITR~JOR)5qBMhW(O_t;mKJ#nOMiRPvM{l>=&u|Kk`y*l>3 zYy~Q%f&=~Yc=NL~dxL}NKR>B3aQx@lb6(N3|NhNA)&Ko#2$R!)|JLM~3iE%SXM{2E z{^#j2=%LR4JPpYc3ZY*#`r|eWqtw687=%O*|9|MMLypc5xi=8pMr!WQb!Uq!DUJU5 z^JgK+tNq9)NAQdObagg`$yYb8qBj=YQuLGM@86*fJdCNfcO9(@KuJO}#=r5odw1a5 zjmf32klk6@ZXdHc?oxzC~F)zAgCfa1(hHvS%`lL;Fqjeo}Y3i{4tdz)K8NmnpzPp=G z_-;IUK6EFvU{n74<8`@$8NJljk0ao+IHm^gS91s|4P!bA%uDQUr)Iyv)GMui7w%6} zWu_5D4N?@BHU=wPT?~}>%J~(1uYUG9C5d>FHngWXl2>cm~KO|bHO z@%qfoZ=C${aZ`KquuX7Em8OLj)#SNt76^ASIOCxuA`LNA;c6L0(yjGf+$EnY;osj{ zo2g_I@NeATquKDuJT{M_Ff*Ko3a%tEgm~wAbd~v05IfTeHp6qV21-vtJ2eF{Q(?s( z+*VjM8Id2>DJQm8r@d^D8c?5|jm5Ht{q5F@$G`u?do7QDUTWPPD0w)-v!iu4=~fr7 zG%{{>+6F^??>bO?PNOwnayRy}!Nx)G_WInCuKz?+gt)YmW@yu7*3(+6^gsK1JB7$T zti-yQWyRwG!32vSmOjDY-IAU3xY2cWzuC_8B{?Fce&nq-kN)%W4Eyf2 zp@REm7jSWK0)ED9M&t>W^wM-Wr$tnoq>Yj5|zha=cN zzO5Ht7_RPFJjMk>iI&~3_RJ=@kL{Pc&+O60Du>)^+c1vQ`sTT^AX1U_(t5+eUI&V{ zlsvBR2iyy?(hhS2GkMKMA&FX@ADa^MyUelH?v>#-XL_;u*h3g36>1So8}VDpqC~h8 zsqxl6eemP3Qy8wUJ&iv_wM(UMg*69p_l17Y&(C3hF6*;#33%IR z!9~ttcMbCrKfrOOEY`}y`GH%j`4t6w+tjtOrKOSD#pQ`+i4aqQ8*ORC`h9Z!X?aX#%Hdl+i+PDqc#~59}TOAmeH= z5U?(+TFAwnHtf;Naa=N%(=U#UZx{`Rxm%zF^+gfTt^D@z^7KW0ygJJ~!l&oenVVsM zS2%+?3J{#-kAL3?);4^>LC3x_Fg2#JsoM*?6eT zF{Uk1w&TvL(-XeGF8khoaI0Z&BXJ~XXHnv;>BZuD0}>W4mdAUamd@Xbb>rj_!g+2E zdv*A%u?A84yd`@_s-8Ry>+r$!;~Letui>EYie~sf<_Sl8-+oWCHq$J)kZX{tw1g&z zmJyT3epD~jkcYQG$5}iG0_*Yxz3L}%a;sNf80=`qA3uwQos6BY=ny)UL3gACL1qMH`;}Wz;R+Y7o^V) zL=KRD7y87SNV>c7%v%nCPiQ7mC}@xMC2^I1VQN=_&$tZA8|%iA^X zlz?vAhIGt3X09<#*=w<)?!BMXd*IjO;$%nto7>EaAABxWj`Q{o5&dAopCs#!;OTbx z*q3?ly+&7t;7ja04_ujLwaIRefrG?0h;Aq7uZQ3Cut>8B-s^)~vW+?*IiEwTUI&!x z%^i%UZz6?HZ11veL@4!rK6J7cVMkn!CEMd&brj~x#ibq(bP_f?CwjM4ixA0!XHFFb z*CQfB$ujx%i*JwC=Zq%%4L^w-5}@*S`&u>xVMy*h3cU)|Gpd+1_xddd+8`AbJ%%C| z9)~wyyhHhn+LeEIskkA~sN+X(zVXOLCXJC;;qBBA{YT4fSq&zDG0jKXwBmP+2^ph3 z21&PUbJaBu&E33>=Nl7kL!M>QMu!H@GChj1Ma;e7Kx?*_Wq1z2?C z=kGwHP{CL;d;`99yGPF;lz9}J8~8rkbXwCfWUy1pHqMhf?ho0GS2a5YA{ zQ#;kUSTK>_Me*TTPnC+KUHUiK*!uU(@{PX2KV2f6guVH;(CM2`im7+c>nQ$q`0&W+ zdN538q_W~=mQ!x^U*qNc4z&AD*NjIMpF;_t?5TL?D-Skmfzx*t%#`G@^r{l&@4+qv#z^)S77QmwMM--Y?!{K>y~!*sQqTW9tu$?LnQV8_<@wl-t1PSXNFL7r|P`jGp#e!dr*u@M9f z#E;yy)6hQyI`tXf`2N`F<~=WP+7qDqoDtIXqrzh8P$=GSmT1N8@|K$RE`BH z%&yE)6a!WdxjsDD89O*(<=&nor%LJ}-&zkiy1UR$-!O-iB#1OrYTNeNqq|A@*0mMx z2m5>4Zj#KbN0;5*E%2eBBILZLfF5p(NB7@%+|o}`{5X39;qjTpt=`g|C_TG(ql9u; zo@JZTa1dx+>#MhnI8z0aMfQHLbnHkuM8ovx$+B1*bi^omG3RFY(K^1=M{2BMOon3q z^2>QXGKrtgPC%^UWBx%8IWzq`kM$N5CIJfHBiWQY-OHe@k!*su0P>tbSSs%>hbQK^ zN>+DZI>0Xa^LG*aU6i0O!-Yst{BNi-j5GuXA1ICmA7JjXbdGYBde~Y#VBp{UdTYIc zI5a+Z6|=pS%BWH}Lf>F$T|gX6nk*w_S}QC8Mk^^HJ7 zWu{tsU{&$BH`A=^P{meJ!#>KdI;`NLZv2H0niG{04U^FdVL4*6-CpT}>0o?W0~hZL zi_Z4(d=DW*Jc4-Mq9y-~O77Hl*Wt9-)ehx@O=N$;Tv4uy^s*0bac*PCoz|ADK&k{V z`v5@1{UKS@y3+yY$-U%v)MIlpc#mH80*Sh1wK1?%N4!}^=@>W|eG5RLlaFIUY4~F7 z!qd3{Pl7}8lZCdAE~_PT@X2fnpck(54CM6R2*5M4 zRHEF^N;$njE3fy@WyUDYH!Ok$0Q*cG!_ce`rb$*_ua%`>-m`DqcQ;q+hpWAI)WzJ%b?zU9kex>`v?@)&i$$I85&L}%-$BKp+8(@V(YjoGedGpvaSEyb+j@qHRbOW~QZTIxum zth?`+MqRS_gs-SBC<}Y7X|$__%9Prd@!ATvygwqww7bwzfBBRGtAZ_bn4E}g&Ip(< zgO)2G4USDRmIqz&f6oWeV;0+D3OC==GQfsiE4R2=$TZuC)Q`BW&C-d0J7w#<55tDm z3GO1O1{WCD|9pKpGQB-9&vGhbh>D$K5|cNeM#eNf&FZf;>pT0JVf$~Q`$pv17xzAJ zTl~1X_P1>f-)x2mxcH|9Q^Q#95B&o1ZMyfh!c1DQivP+NDt61EBZYsX2I9vDZm1Ld zk&#;Xo5q>WohSLlDiiv4(C*O~b(Wk^CD0xY^=%@|1$gJ-g%;9X^OS;9D&(!Y^={n} zAMO)bL3I7glBZ~B>i_V0V6GLXlMe7`u%V#OqpR#wpn`CkP8U~Dq>Sc8Hh>f6gX{1xRGXoYKl_uW0`4T5!+EC6EFG7LRfHrH`FTZ-qaNw#82n(FPmfWqreto{kB?L| z*-@U0xEhS=>m-+FJ{Tyr1>=*i!^Mi>1e>4$LoGoq+XlZwDSq7;G@gC&Q0KP(LLQ{6 z{cIafn4M@B9>>~=ZCC0OE?^LnTMuCkIZXw{x@I(X{#<@aamHxOyyMyE?NKb3gWYA0 z(RTuMDZcN9Z#a3#Pzy~cy6(qh>_-6@%-ONToD-hrkje{+oDZM7=YE?*>-4RTIYUY_ zSReY@R8z&|9n1^>lw-_noOivI+{ZPjb({;aSbXg1bXGqilV;R62n`)HPNkqKTvBpwywU5{VTW z?tJ92hTu-HXoipp64t|G^P0)0sed_Wqd{MxW}9p|tJ`6kKX--=DZP!fi7$CGMXcW; znnZ*>7-Us@X4;dhqr;{PM}th{APd|T3D30U-|{sF%KWXnc*Lek(kFOdj$uEo=NSiTKt&B zhsT{(^!FH;8{H#U>mipb00APk;9bZ={n9T~p3W?ePHmW<<$78AgYgA#OYK6x zwie0M=UCEp3%3E6-uD7^>xK=bR?7KbKX|WOITT!}`oNomo9ug2Q2cQKbv* zV<*Ls#$$?9fXsxkOB`0PR()|fTj4k{^cwX1MVTx2(*SQF*|k+Sec1Y0AI_}Si^Xy< z;Dh;tO#b}PHBGfO6q&r*DrwL~HG255?(>0BsZzP#^QQDmdY_&Wi~668@2FJKZbj(T z#C#c@l)7Rwi%wEg;3&QVFoBQiARS7)=T9qHmwz4?){KSYE};)zaNNmT6fYsWT)V?@ z=d>HT2i3*k4H2LZ0Nx+#Tds_geEr*`Ndx)I6(THM+8DR?L|MttGTDpTpXX|P$OXXAuHJ}&yI(>JX{0>ib++SKcq!WwZ@_V5HVm*P0n!$rlH z>$M)YLKy?9KEGoe_x^X;6foS2h`SR*I!t0eb=3o&o~r=yM;+cRF$YBDqZzZ=yq0_j zH_MNcm-UZAa)eg^Y_Aq%wTPT(vWYmc&4d@cIJ(&KsqyFgDbZqB=zB|qv=b=lJ^nx1 zV3G)iNw@;K?m+A)?q24dftDnzzUm4-ZLE=aw#j|#YEOGJ*CNr&T`^xf8LSzfVt+6- zKid0lqLq1VeRr*c3u0+v54c$!v$<3L{3H5V(A1A_!xB`(S+_`KW}&B%p!-QEp1$@V z1SinPg^UP>9I2yqH%1NimZNEI2V>fB2lP<5=*S874in<10pA(ztL3_{D#LY#%rBg< zeAWoo2dg{(1+$M!h2f1p@kxzQ)VMl>?EV`XrAl@4UprMaQ+)=Hzx(hdz6~AIgVLXe zwX>@dX&f=W1HCx24)GQ`BvG1Kza>#Kd%iOE67PiTonZdkqVHxD@^=i}&}$N0Bct4k zqrO9~OYZOr*43uF5gjiUk7`F(>dkpw&v*TaZaBOwu=FLsW(;W@eGuBVA})&^wT7UsKP?q`l=a>l!=>u}1!?O%vm zF^RPjdqC5h`+JXppItdkjYWVH=kwkQ>g#mT_X6~7*A!e<%xPVXo8{!_#P5j|cgl5g zr2B;!vqGy3RfUK;D$kOKCxtps=r^zN&bQq7_L`54Uk3N{Mnospa2?xQNB*+vvhOYO zhP07BV;HJw=X$J;-x&M2$Rz(AW^*EPgEkgin|A+P%%~=_W%idpuJ8pu!o=HkYxTi0U&`G%_N9~2RyR=2ZD~M~)AO4lJHY@~)!#nt*7wz8D=;g^l{T^EPMP@LVCOMNU|}O!NIOgy2_? zNMZEE3Q!Nm)eP}iIVYm%9-6>xS(d#2u`C(3}5$d zw$8!^A$Df*aHkA(F!&~6M~Te{`ryJMtgdx^_;&Y8IYJ)9s$3!yKKHjUd}=V!KY^{N z%!$~d;q~#n_00Tqq6zus7u5IMZ|Ef78sz0AK--Mi?n9DHlJh<8DhQkCC4O?1yRl6c zD!j0f^b8>YO6AOp!5fE6RnaqpFUAR!ThROxy}2zTE+oHo4*$-4MBynDh&mx$x|~!q znh=Ymy&e8R-b=CIUb^FX$ab7F+4%R1DV7n0pnnHgMZ%(AZjlShnu74lzByz94!P7B z3x>LxQ7OV9ZHbVLQT)HHlA-%G))IQS^|kEi=@lxsO8$-JowtFa;au~_bO}mY^I7xB zjX^ynx5Y*4)ay>}q`&3HD?97p$<(`wBS@n?mDT)RT!VpPT>8oA~g@ z5k?fMgqj*ZA2uMkSD{+a6OZkBd1MAVDEXc3hp87x=^e<} zOj=A9s|6(R)eCB*K61ur{DEWcsy|g=a^%_ekIUaISqXP;^@V2YYdnxnt$ZjYXzsWt8_r89^>in4h2NVaPm&QoszrmvuH)Get{O|xJz z8+FV?*dU}GO#S(@phQ9E;vSE6Ofz3c^N^ByK=|=_j6p{OiAz3zenx8)PjsE{F;FJ- zW*npD=ccUEvin1VLf1#ctNR~lC#zYuCQ0zSW{v**^ZNSnXdZ5{!07S^O_?)|?9u8& z)rac8y&F6}PT14J^8cD!jlZW5R@cbKV8jj-Qz7d-*&@zV9(egMV8M>tn5BnfE2U>@_-608DrHC)-z&eexgNBeZ}Y%2T;!RO65;K!*ZW24 zUc%X*<8CtxXPfeI!j-_d@YUuBzuUN$dt3lVUXBNyvD4n4?YAw?FL^bQ2l>UY!(V1>t9Kc?ik|0MhNac)f{e678l{X8~lbQz^3x6=bZo zXtutKjC}8_1oVJb!JNxEfco2SP)EC=(qm9wmuTh&)D@(qNp^l-gIiU~q=f{&aK_24ctSI0u!*t1=3 z=Inurx5Zx%%DwGZI#-`|w~JA>L9q)ieg89*LjKXlH?Sjp?O5vqKD<1uerV#=S-I{A zEM%`vXU1^8#~J|q%5dW`Jrj-8;qmadbv9_mic!nhodUC+jK)PRX5l-fdMs`Rqny23 zmfxQ$WM@4%XEgfOXHfeO$0=SdSFt)_xApt{=KN;|$*{8oueIo^BO{?_2fXAiRh ze)lM7)wHSpgi2vcu%q1Bg0E1}q1gH6MHRM?9=fKkb#wdr?$%6dt>9hWS&hhTGTXbR z3wv66N2vUPOVu-0RlLrGIHtRMPHRlFQ&xbxU1Ez1dNg-z+C1~KQ}0d7nET4+CaMLU zZJA21x4Xuwy=D$6Z$rKPC)%z3My6Q<*%bpVD)aXz5r&IhT#xV;aF~!mWZ3z|q|O)x z*PGj+MV;46_&EokA^ay;f)5u2z1Y4!9r0P-%qKQz0aQx`xLAFi;0%3?8UZrz(!pSb zI?2EZTHgN_D=vN7yh`;4cWFM8ae9sD7!w{XYVv!DV<0E=wTVW)V5WsE_Det4Lw8KX zB&=cZ`df1rM=7Udq~_E9x2!@`wW_SVgxo=hzoxc7^jQXD*}8e`d~kuN3q`K0B1p6^ z6;egr&r&afHU+%TwrCkl@2tn5D=|1b!^q-XX~_>-*!ey0*}We2fIil2fbjQ4l~~?B z{Pt>v5@?ba-)+idpt$l>fmcoQY~DL#{AIknQAdIr0qCY|91gsT_Bv6bmm@j(=lA!= z4)$jd;i2KVSjhb$RXYVUZbK}osNLrl5i0}zz`_}ri}Y>Fq`huDC5<8i;*OLOydOYQ znkBXqQoKK!+2TTfN!d7{_-6@0qHtWkw!)XX4mJwmi$D1r z?u~)lvMOcIB9;FIku(QuWVi7-7%VyNfBR|ufz#ciiwh)2&2ga@+iqzTqiuoXx2$ao zD^&41LuBi-uBcZQm7_m~zENv9lZvLAxz)l23%*1Fk@eI)RcSDjXr*qiv@ zvM}Vfu`zt_e0KCqh7Ect&Io|lb(>26l|S|GF6v$iKv9S^eRKeE2XNM@2fn(1+H6f$ zs64ol3<&%{;3}Xk4p-mo8k+xImYZ04zswou zwQmKix&Lz7!3sJzjD>w00u`M)2qvPaC#)#lx{_2IM4Ad?Ws*FdSwB)io=O?2$Lz3< z94uCjE$OxcF?hc9s@B>GETOux51H5Ncnq z28hJr{o%CTAOO3LAZq2gd_)rhhHBy!s!2UX*0sB&ovB!Zz?GF1)fo6?3JeL}Wxurv zW>Y!rsoUuzW|B7^KOM>@ptT&7IX5wjk@i6Mx?EY_D+c=XlFz5!jrh2%cx5?3%=+8l zGl11T3WQfx|D*;yiclADm#H5T_2qvc~*pLDWKIf(xN7sBO|SI8p(&0 z99$EDSp35q&rDg9DzVqq@r==}a35Q02;NH`*tqeaF(hrqY6v;*xSXyY`OYdH@J6f{ zUqJH8|JdS@L@X?|qOId3tOpN*_-DVr6|P4RQ7o>4z+mCmdU~@urw6dVN#n$G%kmNI zJe;3=yEJ&VIM3c1*JU4_x$T+zWwez}JKKP%F06vuNKrtwy%JPb`b<@`u^cR-CMy6p zh-wcNBjUZY{CK3M&kT@+hsZZQ_Q-N)VJPn?(#y)d%QTGcPy+4KE}%J#1C<%xoCOvq zp_hhznid;<#?pCywOF05^uYPcxkyWROrGfN_Z^4`yYji^$9OK=3w<2|?xXmIefb63 zk3a5Fbv((|@4t6th;~xRq+0c#mX&UcSQdD4!5A5P9&Q=FGT9PYXlhC=6iqY{0j8Gs z_fd-2dgF*;7;Sj6h)<`_6q{i*og}*EeXCkO*K^a?srL1kLH9#O8kww{Jx;4wQ6O9; z)Vjl?@-Kb^3jSh6M2}pr<&gKdSKg3WM51ULybTCSITv=MB2BMfhP!h6f5fKh6AsEW zq0f0w>%5=BmYcBn0`9^3eLVJQEN`cA2T`=SS1A{0KubPLu!afjPou<&+$n?sN>KoI z2hNUVGJvjPOM6{ZpuwmD`4hq-k`241xOln{HgeGS^G-}3?!l|4SSR@PBFHUxLw<%K z`QGAb6AqlHHBrAOygvp(LIs;xW;vY!Mh0>7;zsx>>|$gElzP37tODDhq7?h;bL0c9 zp;1WZbm1f33fQZC=T=dLv-Qmck>`JJT-1br$4-$}=K#In#Ao;t0>4A{x%h(rOjh#@ zTu<@Q_hV*+e3}fAZH}l<2|!`yJuvWKw8`;8S^!)ghaK9vYItDj`V#BWhcc0Na6t3> zGw(X@Xc@@c>1xj8B|lRNhu<%1!N=QSJ^Q@ga`VG8J65#V1Wo!1>KzGy1aj3y1%o}r z>@3%d(tf{;ZSPylq}?N4lDd*n(F3ThUQEI=Yxf#!SpRY6?Vz-NLzEJcJbU;OG1~i) zUO~BMr(dB(@VPw zqip}uE`ZpqIq%IARmqlk1I$>rOu7$_^m@r=tTsbqjOLw+y#5FNh* zI-yHWkuSpTMy!_H8b>;0`JRU`Q-`liHRl`a9$I|RngXlkyRENq=iz%bG)p5=E;IS3 zHiydLEEC}E8Xm_Xp(lT|2Qg@g{A2J7xvH}l4Hqv^qNVTYzTGf+u|zdH`0Q-- zzBX^n_iAJZqQf(y1N&4TxvV;Ff>IU>?B6^+AIZVc^{-v<(LG3+2_ptbO|n9~83y4* zy-!j619{8-*%$jj+CPv|0Od``9zvSr> zVL7k~GK=2=XBcwzF0rI9)fA=+oN}}6$6@n3J8iOKRSnQ+>{vaMljN%+I4-{Jq=Tu|j6OS8kq_WY0`#yDl0H4Ede6E8 z>}phQ`bo<95330?2AGLwbHF89&J(^#^T$>@}ZYbn` z8zwu)|7)-OKXFO^$@D7I(gTI8G@OmgA_4+6F9DZ^{xIqTt>mgrec%T0?&L0U7&G$o zaVrS|4;+!_KbB0DOWvRzC8*wEhIU?W#08EP+o}V*;=ivCxtjw7@_V(esQ+I(IECy0 z&szGoEz$9VbcJm*D}Ckbr7De-Vp%zO&2#mWyV2J}ivMdi?H2joCz5%;-0AJtuU~&Z zjDb0nJOI$dw9G+|3>3M}^~zCHD^Tn0K?^V2-1Mgb6VhPZ!ovp8P772*nM|uZY=OR? zTxeM-(Y2MUm*~J_=+p@%kV8F<>aN4&I~semmo64n&znK>rZ{ zh`9KHLN}V8mGc~E5ez=N;VXceJ(ma^c$lr}gyUnfZ%qI6ETsHbKE)6?p>n2nH*=qc+!hed zem!*Ak~FH8PLS<&Zq?A+=+K&YOIpd3$#1vab=R=lsHyL7H^5MSAN0UjYd;l>bQZRMuCB_B zoVy?GUh_(q0-r*SFFRI-xIK?s1Y3yxJ!WJ!5pk1*Y(*h-_@xf zXr|+1|77iIHPtgshFqw$T32Y2-H3;+UB9|3M65=(9ub^+nygFb%luTKg zkmz(DOijFm^?W;ZIKn8cK*yzRGUDrxHhc>KK)u$CA>KX`EpFg}j~ zq0i6E`m7e52r=!`G*`tnS;2YHeLwQ$22w@SpmwOwWiuZgQ=UM-g~I#5C9h-8B0LUd zEWdKCf9&nmMA5f!>q5j=hy(O#RG42x3Ge{>R^kP|g#t->anRa-O)L&?LBO)_3Li-$ zGSZmDo*Ot4FZLt8B>rvl5?zbTbk!ki#-IWA_Z@F!th_l6=&?G z(^JYIS>DHLnd8xg|D1{tybd@CZF9u}Oa}uSe=k&7!P8)< zb&p^i)*sZyBY*ROYoOtsN%}~P^8RV>p5vCSLn(=?F=uexUpH4l#Pq?n3^; zuPZ+Jb6Zv@RkSKLBmT^Z0j5b4Fkp5hM=mKIPRc=&jgytHLz18s;7s}oC0%jCcV2lE zN=Yq00Gvf3*iTA! z9Vz8HDD~MMTWo5GpI z1ixVBTp%P<9nc%5nwyo^7oo4cBARa8Oc!!RlYws>PI{+y8J>V$e5z*6Au|gvLpI98 zr{?$j>{RyxH9k{;A^Pgz2^?$vpC~aa`+#s(jsk#KmZ}X^ihTKRI<_ko+OJ_lo8btu zQZLtF;$_1sh;>9C!ZK#cf6rF=_6`^=sn+WK1VDdJFgf5HPkLKN^qd$FWz};3zwDagFt22jZ0u*YKDXO_`4IEI z8>+o-YS23D29@<~EU>*cvvi823p659oh9R_PuaDZ6QtuT;;#gnLJLJ*)Y0lZYV|#~fhF zFCRVt?#7qP>31t0+YVjv-+QAG>LyT3 zYOs8yk1HSWjcOJ5Flib5&y_O=j>j-(-Us@aG~x!IQGH;5EJG5B^)tD!z!x%+=V?j| zZl=bX;*Ne)3@8o$)G<@`Ih?KbnEb_ZtBIz+b3M6iEVH4l7lDmO_jYA47_X~UIi(vP zJ;2WZk5u(EG-4xPZ!i1ea7dg;U#Y#WnNPvz6TzDkYzN-(GX@`Te5JPc|L7^Sl%?}O z^eBZdWppvM9v}=J6|n^aXJ{$*E8HIMlkGEqZ-*mdXLN0!?&(h!bK=aJ(N(zGME%3s zeX>^lpS{QMF74Vq%&R^>3s50v&fIjU8s7x=L|O-_*3X?x!l$x}DtOP1Tc`(uwjy!t z=uv4H-FoSIR-$&{hM71H3y+AYi2t^ChgTw-Y<3bx}||?^y#FJvp-|S_)uCQE??6IdYUt4xl`Ycm1UpCIE7`a-UJ5ds>MH z`#Zh>XVpGH(St+PmINeJDiymrO&8l&FwFO+)t{N+OvU~Fjb}Mi0H9g{DT+~mPULKW zEfNEO;0B#!qep_$w)B&3O@Ng{?-9s)t7^|JQ8;!A4TvZV7=l(r!sdVrwsRL86i)#Z z2#p^3;o;$#`FkJWz=KtAg?B)lhTNJci^qFRG}QynY>?I}*|7OZ+T||}L~uG?=PG>m zKq-#I9IZjb2*3g_>clNiwICAD6bL-~Hq)2^mnkn~M%dNeWBhUHr`+Bs{m;dbw%Ln=5 z8q+`DTYufGdNNtMfCP)VkPZF|?P?J6>YZ{o^M7J)*R?SppjF86dM&i6;~jbfBGxin zHZh!G`EP$YR@RHQgp~wu&s_#7odSCe)G%ZM`kna-L3;NSw8k5WFAA zqtcNi*OOzA>IRPJ<^E`gMyYhc6Z^s3e#)Cj$3cK_czjtusW{&_w}vOKUDkE*5qK>D zoI#EAKc7j6{6Wh3T`R9QXE8Pa%_HV%K%cr+N zVJrj!TKvbnJV`p4K|IZHBMqEhZajTv04c!7eOP#rynH7}X$=Pe2z1iQKwQytrri~| zJ<6IRxoR8!S=--#aj$MvyQC)HvORNWW5EGmXVQ7&9Y~&;J7oS*V)$+(e#_`3>lH8x z=kC;+qpEBhZ3g~%#44YxMU3a2 z7<`Py7fKA3JdE6Fum~9S?$KLvPbQakrqt*5)K&qmG9H9RND@+U7EeWM4bLUd06$*^ zkYs9|MN8?9b-rdKSdGU=#sIQ^R5{|C2nS&ZD2ZOC+7&2@XrPF_TVyOeAeV^pb=`;) zG5$94Y%r(DyyX1Co?eRL?{=k~$FerSN#hCva77wO9n@iZ9Y?LtPV`4ayO|}LSere> zX#BL?0DQ_Iol|wwCGTatlqi*~-#q_$7mTwXtw9t^;yI}l*#2Ee?fiOzSKci)uK{R3 z1UIv`2h?;0$Se$iIy^V{>yFw`W@R#cVtwrwuN)ji+nw9m1y<@N1f{TYv=q3bs&;yI z2S@jTFYw|A19F-f9$^Y3PI?E0UN!IZ;aHB67EZtZyWAQoZqW-epJ!I6$Iy8p`rm3P z^)9u3l!}|}x0;CzFeI@AP*OBMpj|W}%zD84EHXVNR{w)pLVgt*=jw0Jy^$-~y`^g) zxw^tup0E0O9w3h4MH?`zsV30L*!|5(uG+ngp^*cOQYy&14gxjH5#S{P=%YjQyd~YJ zPM?H}Fiu9?^*|Ghpwmm1fX`Z-$KicrT!C1#0n)DK4MBV7EgY;3(um=pP}#C=R` z7w#0?DqdMtAX8`a-w= z$*W0~CqcS%?|%GK0qX#1GbeiLa!9G%+BraZYwBbz2(l~!<4_48N-kGhp%g(r!<&{q zb60`?O~7%L%Vh~*j$K-7czcNRkv|x+4#ozVPepGqXjc*6P4oiIv`dzq)Bc|gCp5`^ z^fZ;0Zz_Ko`W%ozM2W*39BI;eb!p3VA_%1W27zkho_XgrrE6g1Wh4gtjhJ$haZ_fFzo##785m9(GP36i|F3bbJ_;Tl2s zEgSSAp@`RPf=&kQCQuiL{?RMZz<(Ocp~;-jkBhhNoAdADxOAx~xGxUKOhXZ2`xxVUH%ND98=oUjg#fV47<9Zcll*9Wb-Y z0K3z{8uq7sL0?m4}7Jl1=l!?=A;gk2Qi0x6xy(K{}b^bn-4uolyMz) zoy!XY(wSIBOW1%0d-R2kRp(=$=>b{dx%H(H1=rLw|J1^eWAbX2j7y*OQ z&G`l&%3DoXmDqhfkEqN=?*T4NaaM-=jo7#ev`90w09yw2X01@^o8;hVIGG6<27&0W zK-4_Jt@IL1;PG@_F8&0>7{nR5i?N@q&S6D=z`%@p<*r#pR^uk{--y)M5E>4<%4K+% zGm$Jkdq-2L@Sh%3P2)cyK+rr=*aQ+*_QQaO zZn&sdrDCDmDq|GaodGSoNW(tH3^- z0%$_NxCY-eCq9*a6$XBXPE~4k7vGCf|8m;Z^$1Z&61Ax}vG!9FnFAJ=gGNXEbL$z5 z!cj}2{y{)@-eoM`H`PEsATz^DvDENEtGfU**q_aSI7eh7^WSiD1m&u(_p+*!sG<&i z?^GuqX1NMAK^L8W_a2ZY36k)yURNT<-!8NECtkBv%UJVQ&1Z6gYp@v!aPz8MCMfa> z{=zAlnIC|TQ0>zV!k!6d@*@crck^1F=&-8XMJ8*HqjdGFrfCAv#- z%Jh(2DI24+#VBhM@p^5A!jOnwxq^2TOPi-0L&V0uN(uJ9yvDCp0N%T}$?D)e9_ zds>ff6?G2A3O5&%+UQRn#QOKOYu_W3H_d?TRG+J5XfK}yS@}=UHvO%1 zC$oIW#$n_aIRCRWb;fr?%{j7`UFRgzrLb5|O+%YY5&vN_WCFfAL(u9Gm ziy|;N`R(wUbdXaEoL_X^=)>EL*$eWT7~0kh`rp>s3+;w694FSAd8c>KGlZdHd4F?N{^&#wuG>?;rMf`YC0o5})|*7k=0!SX}d->;6i;XDX4V^MD{~ z$j8L-EB8qjlL*@I7S2wV+7Ay(TS*6zv27E}OC$C1&VRnVkO%}{!$AOmPti$Wn*XO* zuUDl*+b4;#P8Cnck-l)*{3z$HNj{KUlXe~KCGfzHr??r5>-wMpiqRvqWZE11Q0eme zVAvIxdtVp8cTkLfo9(`3iJ11V<9>j%eqJiT@&z&{t(CT|ODF9KO@^CT`lNXya7vbk>;N`R960zRq)( z!P-+-SYqD92k3xM#7j{ zfo-Jfm%8RF9808|EWt7wX(d5DZ|eSlT42h6RceN8LI0p&DX|%!8Tx$H!mo;|ki0Ta zi2^asvo+ajRzOEJzyH03<^qtJ;LT$Gefo!E!nT0Zqt+*5$E0C_PLvnQMwF&AdRw>( zBDmb)Dl{^wBcc^j4}TyBgkYX5HY1l)g$;l;=!^J{-R<{EGvx<-JdHBm$;kx`nwOzg z5it1?KSA$bD6N=ca_aI7T<_9!a}0IUJTQxY_DiIlN4v!*3kQb&TCYXDf6A*+ro8Vj zM-V`~e<$`{0{h#0--GBlXr-cVr7A;D<2mHbLunb~9Vq`a{*Tt8B4hW>;4HR(yRsJa zjPz7nUTeeyVo&RMS zRLcM7DZ??Z(@&56dmM)U6ZQDNvL^$>|I^p^WTjVC-TJ@H*6nKyLf`317W!HHL+F3L zxJO0w=h4vP`XgXKZu(#3y>(R8`}Q`v1VIJC*dQv3*h*OlN{NXrBAqHA9g-3%U?*Up zqJ$tJ-6>#h0}-SfQIQ6fl3edIiM`Jm_x+9g&-=$6?`4cL#y(p&Ypw74#GFsf4g*F) z#Gh{6vG?P(dBNtB)i#Ftrw(u5r4@r#q!x75o!V=Y7$!@;JsTXm-R_5arG9+2vi*MN z6GNWOUlS@~MHeMpf3oYw{N}8w46hT$FUBAkr5i6Bzs+m9GyhmxnUX&8W?;5%i+@{f zXqqW#nrRJZZhDS=Os*YATc@j3`#fI>3sa}AAIVrBE7RJ*SgOL67^xcVd$tl-yaoQX zV-W~7eInU_FI0l$T9T22j_)OLy&xY`fjMc6({vKBrpI;R9Lp!qw=k$FtxsrTst~d9 zSJcXUtDNBzWjc<2)UI*xtU8L`APF~8dQWgat5fRZ#(Fe{@c`d6fX&s|<%1WFLgfdN za~)~rN}e8hyUSC+LM~vOLpF{%)Kua`spxI5s<936uXfKK?$sjac6GbS zLSvmrj+qGyw{S0uWO!(2F@$P+u)x;tdAA3-0P6`^uYj;v_ zrdZaPf}Tn9gOh*GqD6~}2O3Z|BtijLEGs9=gn>0_^^wqJY0-DgSK?{Go|O49FW6~g zKpn}XQcdPEFi;*>BRrXX;Xa|1c>ri)(!O#?1Iw-ME|Bk1?t$wRtjP~cy%!dN zfCtM_svZNhlR22Ptqj*urhF>y0LHb||3eY)>{Z(D^v z45uNSEW9JDzo?yBxc6~8-Aw|Q1oGWkr)aNzD%b?R@Q@!-Ue-HArbf%Kn*s`u#6+Qx z7c+*2AVtUK{c;C5=R*btN}d6aNy^+(^A>SIZ52iV_N}{Ow|c&Gv``pr6#A_)+a*$O z8^f1p$zRrE*D+7R{C?&T;VRU+m$idAuI>%7P%XNhVArgaYH6oqafzdHgZQHL&#+h0 z{~A3+=IQ*}>^aE6v@*W9*~IB!88)(tTq_g`$2@Y;zI_#goYTdl-(KLRSS!KUN!VNi zzzu!c6549Bs`wTy>NJDj*dy06qj`m66}EoXAXBo=_1g%2JuC0`p^5#y^EkkaY(Ssv z2c#h-?If&31z5WA0J4}~$)(UzI50!!5KJq94||(}J=yb^=ywMiXQak(@`<%oJ#(@x zFa$f7i6h-L8@`r5BO`-W%x>s21~X8P$E3oP#6$<1nQ3D6?ANY>_G);UEHnH)<+luX z-|ocAY%Q{@YOhT0YRC_$b0h%4PWEr>))z(4=jh>kI^9|t&FL!#pSxpLn7{J}zG*et zKVm_+x(vB@S5v}88Q7UVS0})NTl6U4M&ilaJGa_*c&fE72RxWflFzV3xaP_Ldpq)@ zB-XeUd!xY6v%7y73*t0H;=O(+|DKnPjl!lAI#|}aWMf&ZZfmVXczc=c*VohZfQQy} zKiFV25S9Zkvt=b*%nQ1mKevVvDS$`Let-#g;$PK``1!zXJCA?2R%lxhBu-lm!EQ<-(C_r9vMn__*0>#L{W z7d%v_Wn}SNroB*+oRXrZxYG`YjXBzxX%Q(U2N&P@p(f3#(#)>3(LyOVtVJodvLv{r z98g|Hi*j<;PlJ5_n!1B-byJIimqRH4_9J=g|zd}tN zcBX!qaP_yt;Ubm&w=`QNXSW;^*efbwCtW*GV79I5d}UfVpJVt9W@=6AnS21dOxws( z0q|)HH$RpQNw(b+8zK+)*uq1mYl2#z&TxvFNE*DnxaD)?7mfNLKKWLw3s2o;AMoA+ zdsm=xBf>^0>)}q`LXI5eJr5S-1&<_i%@?;mm-RG5{ca9|Gm=}~BR`mVI#;eJZIwz= zD&pVqIa2$8<;ZujBUYxdohOe!`zdp4kelmHXWBPzz-(pJ8Asm5wwew{uxOw5WG&mS z^sJ%y6RY2?Ag}dFzS{Nr#tgsm0mZxUg1?IP+@1Ot*V@&OOG<+*wv`mt%7iVg{`QM~ zMlrWXv1X3<)YKc{9Gd5tPM#|Hw;gtc-*Z~lN|a&Dq9mc9lGb$a4wlci)x<>jmV`-F z_ddxkubdS$Q_kn5(cJL^s?Mq1^}XfZ_iPXn?bI5# zD|-&#U!-p6SJ>l?T_<_}=$GFsR^WtcSK7h){p{QY`cS5$xdEFo4|i=*|C z5SBoF%B*CG&-y(=ud@cbHNP!0f-A5W%uVHAhh*w2AD{1NQe-T=`J>ExYR1iuBceNx z|3kLj`ogBmk+Y4YdB@6spMCMrBf>cShp$<6yD&o~FeLDB(d=MDB{No)^qT-!FL;=K z^S*=A>$9IDM3OHITaNHYp!1BeQ9teRO2z6T`&Co>$3g`KDFUVnUWKaM$Oq6ZADkA3 ziZRA2j-|K2O)WRJRM1_yA*vrYu$SORu2g|r&Lc+>9))d3nwI8;_p7~&9lo|lse|M4 zXeDqWk3Vhu()h9)rTg{<=p|=);mlmVS&fMaQFMx z4~<tC=ICBu-CWpi_F%=q zM@=sqsi4eGa_31}eWz636c?+Vtn?umulN^S1rSYqd!@vxnJ3;tynjwB|mDgIHSN!y)UGpO#X&D@5hMUs;$>i zBEQ+980fHL2qmgzl`3zV+QR5o(~6R9+jE0+vKqHb`|zw?xs$idnM)Tek!3}dLiZho(Ja30(Ljv?N}qtEx@<2Ze3h?F%Nu;R)H7|S zSn^X3b>)-I!wV}@79`@dW24~UvJljkwct=Pg6tnP>hm4Bjlu!IuNI{{pT=vzwu^FbyWcWvDZ|~G9>5Q;ZiHm7aR*arAl|$gw zVLjsufgI)V`W#N>I>qx_sJq0T_i9TvudmSl_M$LP^5pr<@2<`d*iy&#g5#jVjrk4R z9HX^r!pgQSSzdLe^l_;-iz?UeFjM<><${b-ZZ~<3bG+3;3slk~3e=(xb!(dqhuvYZ zwBRRkO==_nw8LpJ3%8?m(R9p+MSYmw6C|kdcm&PLO!0tHcLzn2hXt*AD$L4*#XmxD zYFIWZ9CeFo48daUa5~JJrEBJFuFL8DeN}a-ee#jrSuytFyLQcKy!Pbb=0X(|y){m0 zuT(}i<-1ikA8oQsPcV9RE_y?Yjp1?*5tZc+%b%Zh=V3%H(b!sxoCp!og`2FOs|-iX zR;gc?utH^p*%Xh6t}Gw^2RiMmet3>|i*Cx^hqu>W&(MD0t*LxoDI`kBPvyaa_d^lp zDh+mN{YQ>8ofiH>tWS;G&Cl6Zg2MF+=Z>8VPqz)*Z!CD|EZ7JQce0IQB%_Bzb)(6u z9v0OZ+R5h>`B_zDB6pq>3hV?O8!jho%KBJHEqUE0=k9Q`_m8)JDSjoLK2pwDqQEwW z5;2r646MDz-ge~d7b4FTHM6WYUe;R06%?9XNJ>uG(2eST1KmRBRb#7-l|1#iZiQ!O zNj+sIvF|Dtv}t+IDQFKA{eMD#Cg2eUj2f2Vc zkSl1RPK#YuO-_c)X%QI{D^M6%APli%AS@U@nhsY8Bf{*Z$6wydr(ZwR;>9}aFY-t& zx~~Jp;y$hu5-pvtF|1#2n8pb0x%Ot?{_nv}oFgMGc{h+Z@ z2VbsZn5^kE{)XgLw=*nGkh;SxAC13J+9b~H#IpHChS>(fk+Gubw>%zq65x!qpLhs) zpPff09_6bgZW4)**rnf{CFbe_tTDYdpAw|o>vHN29BI7)m*)y6S*rnPNP@fCCf+Ce zoPb(RuUQLleEXRNzIeUryy_xjwgMz=|I}Ogw6$64>xEKpi9zmUiz*3H{$xRbK25B( zHY<~mRj$i_&^KPlIsNaAgqFGu zxEm=sE@ox-E(vGRjFwcM6y1fm?eyH@tHBT>PKzl@w>5gWPXA)&Ftn6Ickb0hUZ)Cr zb=^cX{uBF=-E2t@RKgWsL|=!GV{_YHDWFrF$Y~aKox}D?7kwmRS7BP--?MT;D!5*X z#dt%cZdL{sXzs{R*C8tYXGblI70N&-v$Y8LA)lR7AmHZ;?65|mSO}%(L^r~rHu|$( z1poQyo-_XZGTIBVCu?8q^_8-Zke*=?{2313z+6`HbU48NVuoO7&d1~5tzhJ0aHACW z+z7Zg6$tnrwE|#qqoO{bb(yGtJydn!`_&e{2@t8WySZq%2o8MiXT6AZ#hvp0pc*+x_ACxJVjybBmaN#2LC@*EqNPe z_5XONinwf2+K>p9efr#^z?K7;ztOd6!dx2#pPG-fqh%yKIyj0x0&8dqFv2lkitqzr z^|(MC^ew$`8L`*Ag?+Cbnycv<2TwfD7+a+B%ccf;FDC<|C7@%n8lL|Bex;bJfTZOk zqIR~{+aT_sjW{MC;8hD9tB=tQ_pq#sMnK>MZU^|81m|KaczEXefPAAFGC$p9hr5e> zaDwKFs5_2*OP7@&9a=qaeG-wQU3i~Q`hpDRgD6RkRMkbJa<-DZks!!|X#ZW&wZgOl z339Duxug!B#Z_kkm8%2ow5!de=*5ZEEark>+BUE&$xwr9op?F^iQZ|ODy%zu{ZNnA zG7wyOFdTzVn z&d^ZG_m`!S8!>*bAsMv*z#KE6VIi^2Z_~+_Y#)SGqpZ7d(!4#Z0pDOdVv6EO!3(%O z8o>>g1Gp5dZtzQ{fNaz_@oM6EKQVqWixvM{$Z-=yz6H1eTV@XO*$LvD17*Cp9yAa{ zBUzuVgFX?|&@!eBDVzCSt?`#t5eZu+oPkTRV>6`tcloQ=Za7{ub}|?UBnOv!oZ~Py z*wfXRj~N7+`Gg~D!F`(5TWQvt!yH~??6x&O$)pIJiy>7&gJ^rtvCoeJ)^7nl6KV=cfs&AfYGJqu5zK)q5fu zg~#W$j$Jl_woebRiF;*8Sk;>2xpVr4G9&8}D@~U1W)HY#?`UkU%gK=)`uWOI{uT7h z>a-DX=f?2a0fE<^yRh}2b;l#R$!q!3LtUU@Jwl^(GE4o`K#hKGMa5X{cd4~Ks+5Pc z*r!8ev90vVbMzr`|TT(nHxdzfpX$;k2S5$>#}P;ZDG1zvyU3D z-*#MO%-6WZF8I+$^dY`yKT`8MgTIvtH~zcMtek zO_&k1-P#XZNB5WbEX6aHfQgOI_^njwn1G$J-^`}|7z*AZp zdVrtw{SfQDBeop)VCqM=p0V=7ZTD*haXzm-r-28TLcZG9M+(4&Qg(5WscV9OX#;YS zN>dq#mZo_l1wDZ3^Z|+bGnptpI5S)!F6qcn)3Lt`93T(u!3ms@si+RLPCR#>INH8q z=Fpm;&EA%#WijoaB+bj8Cwg7wVdq1=hp8=XFTaCTt5T73K`^^9zC1hk?(H*VzsI`8 zXs0Jo1~lHvgC+}{HT|l=ySN_8IN5}{d{Va>+XD~w5g?HCMc#*80OVAl)UV+!Ye!4g z3OFvI_MPYaI0n&Gpegkq%xWDs;(IS~+vU>(QZrp3ucdy$Cwyq_``Sbu-6O6!!6@Gn zj}7J8#R|mQ58WfXv|nUU2EZV&>YWjfQJR=OnDk%2j<@{nrbh_IPtz^Hd}n)nQD z_;OP48!{vo)MPrQ(rN;o+!)XZ;@7c}bjf9Y8;ox1AfcR8Ra%)2(Ql+m`NuvUt(TLVzvxX-}~Rs2@Zj$zkzA6lc6k;Ly-Py~RFYMC2z*S(~KY9z{dVg68| zPHCjtnzL(9BYz!5K2~)vq-t7G$Fs(kqu}yzJcuVkx?D2q&rbcCJZi*_fst79&(Whj zw#U&M7+|AyNt&!dy}re+H#|=v@kE|E7UP`UiLYVzG!~q9E&2;$hX1DPh%!%U$WFwM zJ3pQGz`#@FH|Ux@xhp(GK}7$b7d|e{#d`1sN=|dqdayL1rOBxWMU3c=$I9>CaGAvX?|*tcsB!c1AM z4;*;U+PQ&c+m_yOmK1iqi<&r}#I%xg1B5(q_3tMENIT@{oDug+bN9Mep;9#`Z4xO> z{GEQxL*;JxQSNk<<6=cFs%Ye^Z_af>nPGuP-jUJb9iu8n z3KzPh#GZ`6KyHpBnFd)&<~TGVyWn-!ne~5-9chBXKRhQFtaD>X+56d-YDgfTh0o2s z=VDQ?X#+B&M#~6@zPj)Zts#d-k~r@IYzqzoxceNHYLGXlD=>g$9>G)sNZJ7 z_Srf1$jqAX!%O)}{n4jB7-&8={&2RDN6KI`4xc@pJ1_5vl04r9IySwfkpR|VCLCQI z)nsQSVQUv8%`}N>FFYVr9i&6w=Si z$&fd9!i7VX!iZ@jDP%s}TVsWGB@W$rji11&FOw)IozRKA;Or(2J@Rx(ehFh~#x*wz z(&JWifKFLcb-a`_U^CI2lx12X^bi6Ce)SgI#M~`QBTUngfAzMfsvQblSPYy@(v2Bz zJcZn^$>=7KFQ6h3Y2-{Tt=oAeL}UTJ_HTH9`|U6jx7bP9atenM3PhN9BRji_VszC9 zKWWF%vtkpUX-NxjK}+XT>v|eab6WNi>=UD#DdYKLIFo(W=*jh+Jy6!*dx+Nt>oH6U zvj@U)5vKPwp<(O~Bdj$hqeX~M%q(uJUxaFOi-Sl+V|;kSMHZ7D7uA_AWVbN=g3?VB z3=6>@s<0-OX*t9A~9c(edPkae?};J@lca&5TvJCr~z%zo`bpbb684QvnGFaW5U#9nV{&;B+c- z$+)Tci+xeIIfPq1F1;^}J~z5Ktcdu!`O!N4zte(sDbjWj=?T@|8}PlPAi5&mHo5!V z{)w+=S;V9y_6M4&mVTV8lq!pkboJqW>A4D@y>qe8EQYnILRz@t#Y&6GN+F3JKX8-` zhBbGhy~Zu_m_#O|O>VO>4$GV^S_TW&=G6Y?gNH zu;a6e5pp_WAsXt8`wFgJhc2z|Qu2 z;=A<#15~fxa3O!JxRO`B-N9QB;oySeLEG>V3ulje2QZ%oMEA<_32%SQGH$Mv7y04& z%jafkte(|99ft?QNH!iZIeGG=1O&~4_&@DYiJ$i7znMT3Uz>8?grTMe!B&Q#l9R~Y zMPDDPv=sff++}<`8fEeNNh`LfTspMiP)XyG$W1TD>ypdS9LC8d;h@*cbJ4AtQWf0F ztccRsASnt_xI^9Pz6w%luDTH=tZ;Kvt8JN_^vNYz_m-u6e|N06@V;amvc|#q`0n{$lwtyx?;*W4g4Z)?~k_vE+0vB;rjO1FFH-tdKT<0;@P#-?8qNi zkLeqCCJgHxjs4lbX<|s?dRtEJ9vkZXRAO~&kXJI>^=(Ch2Cm?CWY8rcmaPhjZWbtJ z2>H;;a!$r9u+6^LCNQPT4Ghit-*hSQ>DYPeAdV)c+M=>OQ%SanWQ3_Lo%Yo%?vv-|qbWa7Z6D zAaolI$3a-U8A1lhH+n=yZ|pvnSN*GG&H^O}tjK^A4G_oyL))~-W^_}!!@A@%ULYAF z#d4IH$4N2Q1@~eVu+rJ>Z&(^|SbvfCMS1~TqWpGQ z*nQ<7nfbcs%`*O<3Q?o0jn~HN-FK#=g=lmKDMhL4;*)CxfJT=kDPW6QI`n#=n zzY!;tDvoZx-CMc~wvTW$A;hf;)OoaFuFsX)UX;>SaQ4T&zr9lH#H+D2Xz*reU4-bS zZHCY=3g*L&$DLb`hd(M1Pc5T2`M zn998w>X5|I#ZORiYb0|c!$1NmvIkXH!UaCnw?P|w;XO9Y0c#C7z^gyKgVZ-I_*nNy zvj%4TNtYSzM81d!#%QW+r+kj}tP}6-sxxC4YnM`Pbk=G?QmVGm5zQ3tyQ;RAoNMfc z<@A8aN$R0EGl#Lv$G_NCnbnNqt5q}XM%~Kb< z%BH9+Z{^spys(K)h~cF%xpy76(L1ljXhe@*Tb`^_xQS8e9rpiTe_LLv#iA1}jjtW8 zDK!o&yU6E&d~iTrlz#OKDt`@X^#*ScZVBCR`$MbjUo#X#uBL(~EvP;9jZ0Foo{~0& zf{SiNBqhs`k(0{Ljb+;3a`u;eq#fB_k@yxE{!toC`A`m8n$c1Y=UM_R{hGiXhqpRl zGw84d#zgMTKC*L$@s6tk1z{Hj3cRaem!w01?l5R)PkH1TeY{`qP~Ds*lPNxLM)8gg*#(YK-E`(30dOBIK@84D; zXvmNvCLe_M&baKr8_O;*olmayvJd&I7tWgfo{?C&&I!sJ=B0-YN>@|Q z9V-42jHgMr(>241vxB#UF@VhUlO-Q@!@s1{RF!@x4Sc^yaYz)W9EXS8r_}E9sb$Y5 zrHViId1;@_cewS2VuYIyBHNeUy~o2SjP*R3*2|B3Fp0#?keW6)ybC#Bwog-fU|F^M zX4B?b6 zr*LKy9>+W;C-r-0^rqq;tA1|S-uF~uLHyP6GwQ>^taT^Pi*DlCD~^d&$;pbR1`(W} zQTv$VufnAU2lqly+zxZPortM`doLC&<}-kX&hxG+K2Z$0P45q8a)v2Y(lpjuA@m08i`$nq zX7$x3V&iDwJRGjK2}Dhv-bFDQU39*7VLNYbYj-NbT|DR5W3of0U(y%0zp?c>T+$_VvZ6u|wAwKQ1%vGi`&F@Lli0N(r`#P|+ z6GS2j#K?LDojxb(KYG|0|=< zHfQjQDJ?^T0A?iY*^4UB>|#V~#N%upOnPZF{sb?p9FBG4R#173VSRS8{^-0~orNQ9 z)c3dm3m45=y1)1$=jPDPFl?U^*^tCgQaI(>(ns-+3PdKOa?*pJzhY2Y+TSUwZX+?|5o7* zoqMEzNWZ_j?|tu_dwFLp`e(LIrx);Ag-pSB20U^Bf(kd(Q<$8symE_Hj=i9u%0yff z<9~8O8Tbnn5X_0ow319aP;E_O|s3$KZD!c>47L>OhKz8;D%0P0-oB@ zxP0Psxt05bPU^-uH>M6snX!07{X!2%W8R z5+e(zOdxZStaC9K%ey|;#$So??)s!|6sASL$B6|7LnCC||Axrf)_;{S2L23Zuq+M` z`)Yv|jY2p{$CDhgLW)g%>et!gGXep`SP&ym`xGDF95Wj6_mGy?DOMyi@ePbVVpPcO zsGw6}Fv;jbS5X1#L!TT#6mdYnJ<_|c}7i_Z{Lx5n32yF>%2%30k$2Ys_qF9BZ^CKc)Z#BsfH-sF~DnJN$BLC4u z4FHx-L<+~!ihgm=9~0lo>lksaK!Ds8>qhp(bs(4xPiFq$Kw`{O~IQw&ZtFocfvY(>Da z92VOF;i!K0&r`b_I>`=jsRiOV>3g6F-ECn1_OCsJVt0m7u+zpK!7dpeBSu~_i_qp7Cb-k%27)rcne6))<`G^ z4RB>HdJ50R;=TL+d2G#$0mOtP!BuEh9PZ5-n8jTAwy`U{{~t@Dpu^6MZfD@w)bY{= z+8oH7SU2l)!r2QvWqZ|cF~`V12E#yi`ZfwZrk~5h3@L!34uGPTN!Q`*H~sbNu;?dx z;hC&NJdh-TbRo1{@br2yNw$BD9?c$y%z*~M6E}qI0z>YrHe@}FIQ4ean1LUQ2ZT|H znVzQbBbybRrlJJ}-^ajK19rkLyk-mGy=S>n$>=Ic0M>P)0tBZ8HXacmlF?vIw{|6&mVEG&$rwU; z5D$KJkhO`luFx49qlAiIvh%7smcvjNlCi49PGw`>t;hz#RNX}Wl7|;wxQU5)<=t!Z zY={1wq}tXTzQvB26u`{TD1-k~+l6b5>rG|oq&zB3nmR{ORr@pF-_7dlBfK8?crUgs zTGgKXs7x{$VP5k8B-JXC*_MzCmhE)R4BEDCQTvAddib}tZv+}* z1wl|8^#m%LE=gflF6SNafyan>&b%20aG1ho(oz->*M$-%trM0Stvcs@1vNyj*1j|Yl{sxk4e{LoKmtrpQ za5oKL9AAHsiz*r zJq~TReU{!3PbYbb~mN@l~>6j>jaH3(=a47wP%Cxdw)1}p1ZYUCKj=Dty>WOn_ z0?rRg`w+w|?}GrH%kNO3THzGyI&_55&ZRu}&)LxcV!_r7tn*RtDI&+q5mKW)Q}*a{ zMkXlzp?Vvr$)XTzrAh;~`E*bHNb)LUNJEGdy|G^h*PUcbk`Na~|A}omGn5u-Ja@~PXA~*D zM?m%7-BYX)=H+oO5^hy>mK&`+7}}@w+GoM96S3La1)uIqSKk~|cLKMbd*W=$eDeov zv3_^z?QL7uSDB5Tz6lYPhd(YVvYYu56?MA1ERWo!;8$Oi^ArKz@UJ)6tqII<>_^at zwFym~I+n!{vuv?tko(kO&O4$HiO)wLY~+H@qizj(T4u_ z@53%n+sZDBIMH>lwC|2jzX$YO#z`F8cEv&q_Yj}PCO+dVLjdP zxkjajAnTD?`(WU!t{Z5N16D$Y*PyN(P<0OQZBntL^E2va2E~D)A;&U1d=I}QUD(43 zLD6lv72+_NTnm*2HkO6Yyf^?{(8V=&`L0>|Dq=LGbOQIxKlo^WXUJvI&0q6$Pp1d^ zt#eFU*cbnM3GbqNc_Zc<%hz-2O0Ry^`lHw|rHtF{dNU?%6H}`7>{NWDfvR=X($zb8 z3pgIS^tABW`4O{^qIiz@fk`RbnxQmJW1>6mqt=KhE;FuG^QY?c^*{|(PONAAb%H_G z?;W`x%3C0c*g%|BRrnkazPk>*40ECy&cK2|Q44V}KTRW@7xMQ^;|kcRpKmNPKOeVX zjT2D0;UY@F1HbuuhL^x7&LbH7&Zkt*L-|;sJ3Dex@^&;*4sWD2tzfU@rxq70|2(bi zx5Eg>m&ATC&r(iuxGY%BDn#NDU`Jts*D&oBy}3pd5!l#~a?zb}=&&hhyn+G)(Y-~t z<~n5Ptr&fy2V3-I?3xOSGPru&OTT!y%LexF??|md*BA*s^25+xe%~?SNh!s77<@do}YVj zjc-dxD-$mp^JV9oH6ZsnGxq0f0W)raWtV^+GSg)KrCqE)Wl(DOeh`jT9~BU|iResf zUk!x`>D9p6Y$@x~Slo@wgd($(qrZKvkm|H3&4X9anQFpjUfoZYa6An#>TQ~qr|J_W zpVwo>(y~k(d%yGcWMI~FT{49uPMS6YFiN)e&3PME$ns6YZB^hq4K@)8fc1jnVcSBl{#d@cfM5fv(Q9=`kN$eUEJdTo5_c@mt5 zw$^odBCQCVVln}~X54;hbRl-VRjrJpoN+jE0y&3bF=wGA|2YIQ~Mz!8xmDVwip4J6u|dE`$iT@7FEta9xb zrTIK~=l&N;5qxyz&MGY+Mad1@&4D1io;x=7AZ&kq*EE~r%Z7tFak}+gC+XjMu^H^^ zoah!A1_uvw1tuEip1|0r6sN8eeN1q73a*7cc``DMp;029QA4i%%!q8T@2VEhOv>Z-+qXI=Cz$D$*Jk-_>J0bAdDJ(N;si- z5kx6gqW)cEmj(Px{mSg+Z9vi!#>w&55(C6$Q-5C{$>V5iWvm;LB?(Hx&p zjXS#45!1HPam5Sg-NUkf9YcH#;>UdB?tV6X;f?aFFV&H{8%VlG)q(|5Kv#WKMzsxY z*H<54ZQ9*DMfFSlQxlrGL4!m1H`_enm;Z${*EmQ^E2!54$9HHglY%-(;(`xRg}@PG zy2qdruB34f2!dD2kipjU`gKQCt5ik43}fXG_&49K0##vygE5pz;%)ZHOI;yAuw2;> zRZrW%4znrg5&k_{&4}Vm`FMT&c~386)l`vzR5+P13Y`wUEiDw`?7W6{H(RbdkI0k( z^mW=HNkTX0h-n+68*nH>#bu7FDjwZKU5zfnV~e_ROuJnV#zoW%DRG*_?17uV&`gYG zo|3&-I-_T}5uObD(~mZKeSvr7uj;>XRe$?Y))3*Q>UJ6?fzf(cuj%8}v3HgdKBXXn zom(8;`s5-RU_MmLR{)f?q?;<_63OE}e^b%mnJ<@%C$^}YNn$n#3lTaS32geU{j;^CuNQyl)qG) zPwMDF%OJm6ylyrDEDQHY9DUBKTG5J7wK;A<1QS0;}K?YrQi!`B{PIdamcU zOO?H!EOHyz8s^=ww7$n_%xQxHCW$+26drWvkufvs!Evo^9hIZBCIR0<(HkXp0(M;Au-6Eu4{T9OG1HqOfYP}| z0sLI$G(;m<5!VF^e9=|DH67cUy5o>p(YL)5!74VaGbrMPd<%Ws6?yYOsoL@?_@k;S z1E$w7B8ThwuWDV?r8VCwsCWVP#B~rT%FHGZ)V)|x>g26ioz$7=ES&>c*)-KrwU%VH z^|`?_At}c|QvY1^G$c3=sPrQfR^u6?Nbb8oK?3q5*$vNnv$^rnU*e)me+`I6q#lO| zvf49Uz9l}~{|32qn0+seROUZ5m3jnC1`HV-j}hU}7QSV4&6~U(!Yr-t4oAVa)!kS+ zs|gH0|@7;=bt+c>;Qw!Rxrg?_Ffv4P8`#K#Vch5@-zBnrrLhYmdd(pL&rb6nXmyDwnvTlGb0SFJ;~+;7~4n zc$0C&-Ubh?9h!3*7NHe?{KDX;S&J4~L8>&vMK-x`s-)LRbgnfwf1zZ~WVWXCoQC>Z z*IN4TlB?T?LpHFEokmpv`g(;fE>(HFjcwmP^#9#6E{1!zu+BKAQZ-X$9i^3bbOKp^ z(wu;5u{=aomxD62jrz{2Y^3~KoOpvgbv_XxD*aI$#)p9B)g0EO^cnv1KVi0Wkk0+j zSE6yw{Fm3x_C2)KTC;F*oWJ$CnWnxh#y!f@A8mR1O1tEtB2uZm+Wz617=jYv^EWT& zeIIdIHS&tJSo-(b6k+4hjCkB=X+w!oS&m>z2;gU&rI)w@Rh))U$fk3c4A(#fA}M%G zv&;ENWC)Z1k7h~8--C2@ii&Zh{Uwhd))+&uH|%<4-$VzYpS!n#-L)*>p3inTYqhPuF()sSklEFlP0clxlaAJx*;pwHql-HAyHDGE7@Q zl#47Bz%tPfGC0J#z4CLUendg#Bdb z92ZDm)-jncKZ9RF&^MWmy?+uUAbkz1fa} zW?;KMMB!ignP0Y1`Ouzd!bPAage4&$iT)fj2z0CunvSmo^NM`n$7QIK=)D`IF~ zx+YYua_z?J?=W|xh5jDlj#G9$=Y@P4IjOK`&(S|3I3E*nC~SCRu>ta$qd>B3R0_wn z;g>CbnbcG+Sx3f5im`gNuZI=Pl;DPbB-(3xo@l>5!wBuS*!~XusYfn_jQ<^^Xm%65 zU*vJ|*M!%yeg? z#F5LdzJd$Rlvn^~rUTQe@W~akH}QzYWXf;^+atfMG#MIh+SKc(I8)}_4sVYysB*Pn zZaNpL=hSeQbb}Aq8(u|GS-T~R*d%}zm^>|74W$H)RwFsB z4P*zl8voqNwd)VcZkqUZ4D8X#c452We?9|s9B!+oJjLSKvsP9+|A!(DYR9nM16!#` zpU^LOZQilbO#lTeg{RIJH$DoW$@7N}H4?kAna7pYc&CE4mrWTpIcLwRd4uQ?80Bz+ z?M(rBjfcD9czA{euZ~8=fk+}j690qKpeC8jgWtZj1LEwNQb;N%e({O3+{+0segog@MdLpoKulWA#G^Nc6Zw4FGH)*cG=d&pKj6&3 zQ;N9n1*}_+Ni2o>pYef5f8rO&yWn7yJgdd6vi&S{iiD{-YT#29+5Y>Nc;pGX5;N`{ z*h*^^rk2bo)HtQV3NtbxRjzr8`io@UV?S={9Dy`&=j@ju3?eB02T+NBlW*ivRC zygww-l>T;o!_^{zvarj~ zz%NApW}11gS?(ouBfP11v#}T)JE|-EzN5NKK>{A%uE>?$D4Zki%eplCL{MX~q14`Kb*w42Mh*7zUTmZyDIN7~)|D|+8IGPkmOA)=vPKm7> zOJL~SoV@^Yi_HH0l4r|D*8GiXeHa*vr9O;@TitDODr$E&g2v9c&Awt>L4y_&bfxLj z$IqS6MZqdvANV{SP1H!7Mi|02t9s55{z5+n+&}=xrq8Uy1U*&7FWMOEX`!s4 zOesLg?zzPpx&AxEJIBX#GQ94xG=bV#>?=u-4E?-oIX4rPe*isY$+^eqaD1N#&l733 z$Tdi?^MrW|;C0dQe?QfHc~9~LAx(y^=ChTE8aPIcQ5HxOG6ylApHHx9*bDV%zBxA7 zoJ9dE`bViiysRKcf(Fm(-DiHjn9>f~6r(COQza2;bEwhy)YORsLb zs_3(KNy3ReDIz<2SA9^`xO(}+{E(dnd!DW;)ZMoCT5r$DmfEsTm;AE`p-8mvu>JJW zNp_KEv)ze~2kDJ+sO;=dceD;@W5y;bt{=O0!YC=e=cmTa%|GTkGGT7U{NU(_2P63DA;342RK71?m`;B!POR*wB4L!M=F;64Zn zpsZJms9JqMfr?3kfbl*a1$sv5@L<2Yd;=&aQvmr@piXOtb>n?Y&BSeFkTB%Km0{QX z)e;A05*AYxA&j`~96)v&z5PcfG0EKmjoNBY2plfT}t|l`c#%%JVfW)3&`qe%HS}7g^DmUK&|D(A#c?fcN(w z{`rKjT^Lf@xNq9Q8QSy*V%U@Ms5l$f0YZc81tL+JIJ8f6l!E@O1=&!%sFMqW1f^iG z2}k+ZB_p|a;xEn2`K`qrhpLGBNIF_mT>EVt1C(qhR>oJg6t=*-&foCaPP#WzD*EAk zEQ(|_B1IGkeec#pw>dK>L7XuRqM-sS&kCC-k@7U~9cX_^#~TxCs)qFgG?J2P$3NPg zSu6!`ASS^>nGx8v?(G77f`;51|2nv7v9ROBFZME?G8~Zy9#;^HqBuUYJo({v(o--4r;<9Xc)&l*% zukZN<@x$nk{MQeK|DIjx3O?+CktmjNZ5*=CoW#mbX3B*B+I#52k_j^?X-5hEJ!Jxk ze;vEvfrmasS*n5Z?rpUbC$#)Qo%3t6AkHuVBb^LAh&rzGM3;$|XKZ$wY?tlYzfIB! zC)Dj~zB5JPjT9x0o;eCd%GS<_FJI7KL0%238uE^GxiI_wQC!#2czp@D)9Xdq-Z>D%gK(o zWRFxkP|Eg))nTXs-$W4wg#s8lxPv|jy&U`b-m-Hlx<89w-)RsmAcK&M8d6QcUHXXR zjKGS`C~Oc^c_qMyV>nUcfLyQL*ULBl8*JLAHjz}}2Dkru!@VCZ0OM^)y|IhOD2y;o z(fj3K%6U?8;S`2^rU=RtU&FzPhn>EjF$`O;I;z*2RrTuK z_vb8K0GpE`flF0zry9Yr5Ja=8S6k9hqO<^%;sN+Rgze5k#S#sgKdEpxo0)Wo5(2W%?=!|}@uWg3_LRnFlS33=?7`kY zdsh1KI3E~)EAK3@Wuu?}#^0r1aYsz2GJ$q1vJbJMxln!_50pBcvv9@G*{DgJWmS)L7u}mA3`j&Pw zU;?4PAb_KWS$!JRx6S4t1be4MRd1B^)!>|lFR>Dbuy;u3#20yG)jkFJ0Gki1#c~o@ zK4UXFrUG_9|9ktOKMGwlEN9gYUs4aFFK?V9us;$~r}O||N>|hK;0~|JFW$8!7cnSB z8`n?lADaXbE_sOis*lr-#%W$ox<;Z}`}nY2LmCtnGk}+AWNGz+2hViPJ3Y|7$A*c% zsyZLa>q~_fpHZ;@0~STF3=YFvc6pww>Ht?m;=z6Y)HAd9_)H1hIq5_V)cJEcAZiFZ&4THg&p-yeNo*U1eN~wYg1?l zc&=Hr@)9h&h~ZAPYP{`#>P3EdU$Iw&m~-X?`>EbTuON(iZRLkRn6Gf>@^p&o?F?K_G*@{ zIbzDi6~!}Lo#_}m$b?Om{QHSim07-s-=6a1%Y8(J`C(VBJC~mg>A94~%~9PSdNAX? zPY19U(vQZU$S@mDNGc568*NW~GO>_;uD{=RjL_IwiuefgbMRfh{^r7j)04YVaz}$R ze`-mi912R7kG&;9;UP3Fs!x@c_c76RSI{Ipz!H|e0Za-?c{63>Kq>%8(mRYIjtpls z$v*EkIlP;-G?1L=s?!hTksm8me!LU%(%=zS4OCBmlzj9Hd@xO=tM^6X3$DUhXbxhd z7nv7nvkI`(ldxYi#A7uT_HSS&`^^#BzYI_G@~i?xPlu8QPK@_0@eTG5DKA6N9w=*~ zP1*Q^%%#|Tn7rFYV$1I;nM|L%_Bo8#L3UYxGIu^}HH&gGe(F>%Y0+bZ5OEt`$b8l%Fz`*|#X*w(im^)sN zE{vHs&WsRo{@Xr!Sq7*;J})pT34UM+#c~efy!^vCb}R|zu4=fbWMRx`z;mW3BMHmu zO)g+Gwom$otE_nVEJ{f+|Bc|i`UU|@J^G&9egC-jA(>z2_Z?Uafj|<8JdrC>uVfts z(d)s@4R_A};k0e@vY2FiKr|fX#;VR6G-Ft-S!(=i`Csh4by(Exx-SkWq9BM0B8{R_ zg0Bi9ASERsEhrKyAt9a8q9}?(DBUoU5`sgQ4WcxNv`7!#F$|ph;gz-a+P{7Fb@p}b z-yi#2$A4Vw6^3EHPu%zC{={KH^QL!D4w-=f!g2gIyp}8hPR&U;jva#$p9mbVB2P3% zL$U;6{J!A}f>3ug>?~9aJ(?C9fA#Vnv{?fD3Q!bS!@d!)iP(G5<%%NPnSw_qDL^~c zL#3+CU5$iT#H@DchOzGE)b*j_yojZS($npWddnjVnIEgbUy#Iz4jVHvRf4A%V zv+GEtJoh;r`~WxGPgux)o>YJT#w1cS^kaL+&=CawP-BNe*&(B5x(YT#S8mlhUJ#Su z4G!^sJ>olGUa=<$4hIY9y$TUR(rW_!;&cSlKRRpLe$>OmsA!}yamKGnPkIqf7S}*p za43 zdg2xU@R@@8W#2si-wVulKf;KR^P%%rB7o%lknsmM0J|drSvVsDACO?aqPoQAhGwQ+ zppj$h8i5(03jkN$umVlc(TvC>NKAH)90+&Ek8SF)2%9KV(xmqNgu&yOE5F1~fK(xk z=SGO_pO5@iH(Jlg5*}tirTz5UKbY>$!*)^dYC!JQa5*OT!<@w!Zk@MqVm~J9K-E0r z!vpZyGnjIZ)U+-vAKuz0FvcD!*|f6n39;r(0`k>8sFA6O)Atj0I#>~mU!xMX842M* zXO;P+;R77TP+oR}bl`F|J2+(!PXkalRt5Jyk^mn*uJZ*xFpMwUa7Eu9E zGIPW%QtL_=ApTEA z83);~@DLvtWy0k6vse&w0Y6DEY8tP-j_`se9&y4EatO8IM~GBr8`^2p#|xlqMRZ!^ z(D_k8wQ&Zx3(hlr;<%9H>b=Q(ET%!WhfLC2JSzZBN8~r8zyVpGxXl)NlvX5qf|c(Y zW3ePoP{!T^AWyoQ|IcBOt5JdICjcavj%6Uw5@V;M)P-X2z8XWAX)dOCt>B=!rEnT7f^laZ=-deNf;}uYrkrHe7Vmqo~sO z?Kj}PMRbjH_;^5qK*a(uXCtIB-JW|s__*y=RoLBAEsMKa{=5VSS0^~!A-?WMQu7=i zltPQ-GAThxI=`StuD99kwAyvoT@@&Vrww84OmQY%TMcvI^gQ@sHj@I%(n2@@PkE^D z`Jp^)pf*-;xE}cX-PygrJ8Zh#TDy*B5b)-xiMiJS{YcG*n->|bx%Q*#4n}3**%gf3 zWv9^8*V?DcBE2+GsouU#L!lF8+M`y;BM)WUV!VGi4$^Ob5IPNapC0k8f+{`-6jvGx z(i4_VP`myEq2vhL9R=X;mR>qfo!M(}H;#DI9Q})uJQOXlkFTN323q8r?Jb zIycK2iZ9)tYJ59AVDfGE&by~&p!1Zt!Xi{Zzj@|*-me8xvZmTouYUc#7XG)t@q_;W zlRZ=m3&9Ej`fyg>fC4xN*4Z*3Do@yqpc6&D9xkxhZbIXi4U?y3=v%shiS(kP0l2I^ zRxFO+&w>rzrxV+Lz2ZJVt%06Y4Q=EF!m z1Y7Yv8WRFtc6)qm12Inwo(YmZRpMaciUOy%b2$u+fnxz`FxM_1(^x}`zCDnK!Vj#{ z9H!@BXmcITxNXapjOz0>G$iNP{{YU1YM}u)K}=9$E{8pUlKN8XP~a4yHUSFAqwXjO zz?CzG9cJ7p0q!)?ryGCS&w!h5#y;sbL-S}T@5)2l(S#dbs|^Y0o<26FAc+p9`}_Vr z5ipQvs1Z`b3{h~yx8Fr=aCr40Ne zl^QYL{WmVZZxa3u5w4(jH~4P7ZH5QIWyrLb=-r~o)rod6JRkw`8idS(G*}=&-0b_& z$P`ZDUq4CT4RHRAxJ!{SgW3a`AKH`*JkAK7$Vb)-{3_Q0ky6(SLQ^=nx(B`Cl1YN& zv{wMgf~XqhR*xTpCug^M7=5m+4EFd>$Rq!4}4V#A#QQziOh+S?^Sx%>#H z$X)QCwp&ZCCQOU1xa(D@bEZIT{QJmB2xcr+?hG|YD?#KB;Y>;S%hk>A9E{c z=zhWyfH!bl4jk#{)5Dn;Sc6KOg=xwY_;%$RjYt9XI=8G2VU{b~Da-OfEEdqK!KeS^ z&tza9st1uoT5KfBcoLQ^Y?k>G-6KFHEQI17HG`9I;$59XK|$ieb*1ni!4BjCk`6Ji z=|hdp5P&93Cn>RNYQaaGx8S7>~H9a1GKJMR1fx1cM!mBKllZW9yGlw z0U7)WzDF;17c8wa3FRa{_1j(6`_oZFHc>7!`P&o2>8p+Ea%@9j=Oxn%l(bD z`0ic=R(~f@i6=HCp^=2JmZxAOBr&p_S26z#IkO|Ah`~)~b{!00a8Mcw;_4Av2K7xb zYNa0^V7Gy|^;{@o>!9;zK|H;aWI@a%Cb=8Y8}5G&Fmy*DOF85A=RUadmr`sq2)JQPV}~{m5QpoVW?)|7EIox7 z{m?+(gN3l8Ntk+}ERgS3gWiGy<=+#IL(k`r62^tkDcw&hEV<=IV@{4+>O!}IagfND z-t_A7;0;q9J0c1VEZ!&h~vKyjJL8FJf zv@ba0wZ)*ON5(DFB2XOdA$fmm=iHOUy1}V&2ic4_Eg(Uo{6*x_gd$i@1S5AI1Q8&= zN;J;tbsdSms|O2s5&?>c&-NRN6cWGpJD+7h%k4+OdaA+T=6wTj%-%*=QKg^BKccaw z!0=;s&t-;-*`V)2iAld1(YOAYL;CK{2N`B8n94lf)dYxiAqw?^Nzls-&J23DA0Hkv zkxn7jxW`U?M#6FN&y~v|&AqA*WI7OS*}ouw4dve@m;^{H_^xGzA+9~xvQ15c*+dA2 zRqO|{%|x6Q$Z>Q{o>CK=5?s;B6bTZ=bC>_}qnZS~#&Ko|5a`n8Mt7Tv-zB6{c02q2 z|FqVca8DTZj^Nh#fb5JWz(02zC!OpZoR{SDk~3)%OR(#KUtnhe(Neww!rWh-L`1GF z4qJUN)@E-10l7#WANZFa4=X&Px12T-76L8Hkz+eNg?|~Ru4v3qAd8C|3~mXgh=&EV>XE!-QfE5XD01PP`KmDKAEMO%a`wO;oF=9ZgUL1IIf&#hZI4?qwwd|YVG$*rH9T-eFKmR1yeY0^+Q91{K)@| zOjx$6AkB*V?WW^w}2jwdtvj= z&Npyv|Am(L6EY2sx~5=Hy9$DkuCVKxhaTo`{SYKtX5Xw)Ll9;1K(Z zOq3q5^H>A>&-5@_N8*8G{eKV}!p@S3l0%{8$|D?h84IJ4ZIglf6#$k@k3vOyrwUox z{)a=0bMjI(Zvck1>MqJbRxF?yw}8Md?E-70BlO;cs}jImrD_eBr3;epbT}NLw7x-? zOXFb{r;jd1gvcA-AEt*;2DO5zAjwU)VvYfrKlGZ9UjZ?+t0cTR_D}sgBX0*mvZjN` zya1JKs8rvcq*oJ*;PXF&f4?nUgVuR^3vr(dYPeLQet9PV^*nkja_4hp34%2aeqnlW zo^Lw|La-v6)y6MZXKkYGuXE>nL(+hQZOyA@DHLBm4jk7`kLonhLsb7A`eHr!nQX^8`Y= zX?n#7*7>h!q6X=ZZw7g%m8?Zh}-queFwb{ z;M<*a{yp5-lRz=R0kP;46b84^Q3~!cKLPO0L6NzDP=0sYIa2=q7U=RPq3Z_Y;n*%f zKx~k+H~ig~0N6gFBQx*Y8IPAzla77FLAQhYeZsaN5av2m;z%EjT1hko0J@xOiR})! zZ|_gCczYch5M;THOkN^wI9mYnob*OkIZp^W+eaJF{dD(Av8O@TTb2kzUd^@|A^~jl zo&Mbm>7k1iEIEfWf(a{mH{Ooe_3zM1e=BWH_C0Vb29o>A+bf~RHQ3MS;W7xNP?T#M zz5WMdKzS~-d+1wauLo^)O|}$UE`O>*3hS9V)h|K1De)9Hjx`4{nsOP}@HIC)%nmWH zd0y}`e=yv9R9fc>&KL$PKj)Ni3mkkWy3S%JO(xw=cHIx5zi5WA0f$#ag1Cph+tbND zObKrE7b#&O+oQlk_;*9!LyGKMRjXS{uO?0Q51$(37As{o<@%5RI+QwTA{_MVHuxq) z5lR7;$p}W2Y$AB~xMk%Py3PG|!aP?sfnxLPv_Zg4|J6I+Lu516xy2a&KSQ8@KN8{* z>%`2hJjn!DYQRDz+=C>!E0U;Ke$N*YJg-<@gFt` z6s9EWe+hw0yi&yJ@gtP_05ANTTln8UOwOQ-A5iGa$`-)aj~yhw0UOL1fb#L+@ZNkjo+r@rRuh!C;`KYD49Qtl*8tC z@bmv1Q2n2E(XBnae}iLgJCg-U`EICoCSiJ047FZ2LZ=YT4|r3ZNW%;2NSQK2M;N#* zgOBY`z}QjzfeuIyQ03=5-trj?5*WH{U_^yrN>tQY_m;II(GD7MzNq*C4e`M8DB^XX zvI|=3?Oq>AciV|SL5=mf z8(0X-gUiEUsu7%_rr_JEDy-hR)3-N4ss&|J)p#uG9y=DQ!T@9 zS5Aq}B!Q!|utvLqS7ku)Wd&xtr7Osg2G%J*-ipV(9VDI|XEi8>kuL^<#fe5MH7QA* zFhLyfGwBKjGU)r>yr37NSMjrp6CG!8UeGk^*L?QLB^!iwNkiWEfe0RDFe85H#LjTy z@uYyTBysU2-!6R9*d=Y+2?T(U@=6AzHPj<{8ZrQ&U~}WZ`QS-VZ^bkHL?V{#KIQI= z=NTWj0NE@JlwS7&DZ66PO7KU3_wK>MpDv}8=eDC=TWe$FT#YLyzvd0S%!H^cWf+gt z5^NCJUe!?x=u2{-CCt6Yvlq>y5QiZLo`Ov*tme`(`C(P(cc5!Tig5=9wGHbOjT&WB zSq5e2d^y(RW^P-#6v2l~aPFIXh=C{U1u};Zqj966ls;Vs@+WKY(hn)| z<5gbYWCI6P;Po}cucSDnh{~BtEj`QVO`{4fyEPB+b^6*8fW@YW1j2U{_E;{MsC|QJ zpMnPrx_dZ$fo%GyNSC>}`e){Q%CdJ@qL#tnOkhS2QhihZMdIKf79_f7jyI#=u&Q(5 z`b=}ift1Y#cz#n|?q$EQ7vlVWZ@w!qH%~nF_Mq>cbH9MTW+y3>)yz(x8B`#OJeqSS zlI}ht(=A&cw`xjyfFc_(=XCrBg2~hsZqB?`I;BIRhbgfuqbvg!JhExf+AsC`CFE?l zdjO){n=v{&YSrJ?yf3}^!e*_ij~M3GD%=JycPG(HHJP(uG-am4dWYrT|3#iaYdoY zm@3_bp}kBnVoHd*OpeKC`fJ^wJj2E0za1dh+{yb^BK&sv7Gzi0z2K-R8q6@JZS><6 zlb|Nk`s)U95*~y==ODfYjD3!^9cd*w-+t8+sS5c=CR!w9%mA^MO+NT#Jq5YFSiPH| zx{1welRA*N`TE@plnIkeXe(iGmTL1=3O3i}5Nc6=f0I0Y!}q$LCg~@4FN~97=6uVQ zi{yELGfQA@1xDy`#s!7S4`d7+RSnPf+f#<;qm+N0(iXtx#dcM)y{)l!{Bi)hNNLa5 z7A48*1GDD)={N?_(T@rP86T%3g)}Hh45Bpbj&;%bL|?jJz+9Tt9NU~>AI%gVTh0ZISw-5RG_x2IF;ZigpdtP7LEXBaC!=B!_f7M9 z%mK*Yac+hD`BURc6%NCh$D3>Ag;s?MG_a*@j6VdKwkWaQy0@-ralkyr97rMdtT)Mn z+m5MSHA(2QW6DgS@fDqCOb&YNV4w9cx%svdA8lY-g@vd~Hpfk+nE{G7LLc-v8^UyX z&(Yd};Zgas>#f>|VJLj)rmp3ZC&o_8j(UzKJ(5`{#VJ89Ex&1oDL?I83KbWnirgNo zAg?s3fcTNu_sn-kGhxQ}ogO=Hndqbi)R%(+aq+(*sj8*3e!XoO;5JWdOuIo#sl-t= zjGI3kxYecf`Bg<>nR@1ovqtYRUcQ0Fa{Qy~+Ab%sOF;skRDfGbp4cA!EZcR1&_=4| z&W*{K1`}ewg_zQ$^}SCy#lF30xIMg}OJgn>SMVcn}U_!LkT6{?hXW#+2qw`DTnoA_B!D($J%yp~NYuG&O z(gQm70RLr1Kj=vJV$Z+|Zu3*nW07(?sX^^#a6@~S0jrHqjLK@8ywBoOKi!z)tt;Ui~5S=vgJT(qxzb z#Wl@P{$(X-Hbk%QY`3w5{5|rdLW7|T zn+uv{QYi(8B`mun1qLuz!r#w^rqz9BRINGbFn2JVnVe-K)JlmlW!z(v`|QjNwIfk>-rDT0!-J zVc8|+RXKHXIj4op%2Xk-4-*#+e6KMsb>GS|7JMdf$<|%TqC4bhLHXpXR8|GnhjH9o zVXQfylLap*ta1>_*)(o$l8~W=5yWk}qt}e}wYoksFHz2qeKVj=G0)_= zqw!)3;zH6(u4cy-;4d8jNbl->73;aT*V}G16Rd`w<=Wx5Vn(2Y_~uj@G@nO=Ix?B# z!IAbk3lqO(Ex{BOp8eVfCoZnVAHiJG@*kr(xfn%8N@-~R?1lW`BeffHo{Bh!mp26I z)v&T&p?sQF5%1v8pYdxGecZJSt&0=qF;Cv&f#GZSUBln%y}u}AcR=_qOM#IpuVkhL z)XmJpnN-0{&YpmSmNdV}(xt<-1Sn!!bV*d5AIg(tI=&2T{sI0a2Mpe6*ys%(TO6<4 z_-rTScSFl45m-{XY#aWLLJkTKEQXVp7y2!4UiBBB$bPHe2d;_~Ln@sH5p6%*he8$f ziGxNe+9J(mtW42Is%DMMn(k63istl8=*>2zCl&Y%7_B9T>&Yx(>#~hpGlDcaXU~vi z1~u=s2{%s7(7a!FWlhfW>vX}(2vp@cq)ZBkDV@m>WEvo1lA0wx4gj+Es1wF)1jdOv zEN|4J_HoJrvlGRya?^NeQ*oqt+$xs6RXKhSdC7)cjG&(uw&Mqr%yJbtn{CpKoj=;2-gEN06%vMRMEUVxkM`|>6ZKs3Mnj)2#CLz$13aelf`<>x z9V`E)sz;D)J6mf3JEa10B5cfF;mMb-Z7|+tqDu=*aTl)+#%^A9o7JmUh+P`T!u`)=R6@-%{Tl! zQC@1)#-vIQ)2Ev*xsjrBf}D}gq&48G4<)YJO%FG2*SwmS$GFSVGi$%aZuQl(*JLy} z)9C|rlJxjK@nxhL51he0UVWier{>OM{@Ni`N_tf!yZNQ)6CzJ*-3mL~?!Z@}wezrW zPVy9Q`W1>wSlnQjnqf^iV6dd>#zfleuiCrlzMgyZ?43sh7Rt+wmiW3iL=cO+v%tt(KJ$|EX{P#Ej2l~-E z;*6!NhZI~Q<8jMA8O9;4Ca#^$E2Wx=<7A!}m(qoHsd!mc`y}_Y4S10g6IwQ#{~Sw; zC$oJ+)4rLv{TQgLr4z)w&}iVsG--xhIBy|+K(a<#5dSWtbq;*0$`ZY+3Kuo~M@B<` zq#UceJDfMmJS8q1En3q)Sk`glcwUn#_&>>!3$@bUl%O;JSI6Q zFw47CX5-s*!K(!|kw_u3diHC1TN8dNIENQ(F$QVxNn%K`NmB9-N>-<0>mKjnTrF)o zsneU*NrU8tue-Uqp7O)8b>CjLJg{uJ4X(Q34;WlTHnP3$44b#kg)*nBV_N~wB-3UOhKoYq15F%1PBtSp=N>VOmL8D}X?rZsv+PHv%L6`pfW z&RWtp5_P_S`B(;_T2p^)M2(=a$u*UiFj$?Ko51UnnENHG_3YgSmX5P!P~~g(P~`OF zW`5Uu^9BF`8(c=v15tHgL#te0(0zo5VtWZ85Nxx}wzY-!3 zd#(7E9v3wWS`2r!kIH)1P0tS+O*X9*bOe2f7-C8LSODOc=HO?0ZI=*QFo9VcESqSurqxoYguNq8;SywD@ zF;yXudS=NwsZHD({n9B*dS@um%T92PMuu1Ymg9Z`7dU9XZm+c1S@^76^eW}W*XL88 zX}7vM?LVFu#`_M9L`$~#q|!6f04jFoyi5!V7u^`(duzo^-WV3F$9jT%SDT0y$$>c@ zxR{vy@$X(g%y}GXbn1ha)fkJ8x5L#NTC{qJiVSx?Ft|UHBefA)UF>3#%i)M_uy!75 zAEPo_(?hB3D_X8DkUY@AXsi{lk;h?-T;o$|8@M-V%UAzpL&1-oF zC7Fn6j29{GCXRB?CW&$tJbZQQt|7Npxf>K~?Agvt0jH@*};nq?ZgzST4EQWe8{zPM^zpEa00(Oedw{ZM4j@kRsc)`;gHk9CVo> zhfQ6X1^5N8OA!xIv#B#*?Oy^)n>_>5_S5ALPUog|5cFYsA$g4^fJ^UzL44M1vm}XT zn#Ru<@uXXOd~vPM*~!D5kMTH|(E4s+-|s7XlO?^!8_z`2c2-K=Jn?fd$6)a8q(PE@ zNdD)J`fO}D{@x+g*2?}*o&4IeU&;cURAgwgx&D+JFW zgE4C`ibLZX8s5JFbYGQ1fL~DJGD^d9G>SUdG?xsx)%0$XmU+`;W?vk(hlEk4layOb zN++cc{@NRHC-|B4o(Bh;q{sl<3?h`m^kTA)p2J4nhNO;0s&dzmC$1Cz*KY=q9sa<7 zah$yKj{km(Bpkv!#Mb}DLGp(UAnv(9Jp{3I?I;!m83lABV_zUE2D--~|2d#H1TTT6 z1wRNEi&O9f3fq+HO#_1c^c-laPnB+gXknkY@H~?Gy&}vk0}-WD286tb!2=3XWXRL& zVc8EV%El%ap!&HNc+CM_`D^7C7+fDMvjtJ~*X29_$z8y;?k5Q1A|{3Ic%AA6#>>m; zM*p}61@Ot6avfTtY2hpo50&)s?x2|f7z(VOB)%3|zW!vX+y-PlycMFKf9-2sxP-!A zJvKnfq`bU}VvRvWhP1}pq-#*FquGlGayD}G>Z%Fr65hPpoqBhx)e;KSWzflV0TT|t ztYQ5VO(fBbXFFeMGQG<;f9$LeJ7;(PW)6tAU4ZM4JQ!YzOTO*Sy~12aV@mNp<+*A0 zbFfDExCf*mcc>6W2HG?|_%x>?ZrUgw@=?DhotJlACfmIbII03c2-@lf_RjgGnZWFq zl2rXvwatK|5BjAcc>?^yO&CGKOu~5?fZI;TM)AACy-r#MK}&!V4>1A9gII*}EWAYI zu|eC=Dj1tyao7TcpqGH3GhZb40*(?_`BnxtNU7s4(ubhn-y#sYPk^$>z+fLOWh)puBqW7lK(>fN8=~QsO-Ur0@V;#7#T|G-sO!*@m&O^vw>F+>~8G|^7i_?s`V^F zHJ-V>+O^0239<=kw+)bCBT0vg75R1|quvu@$6)|+#ibue%oX4};nte2)4U{Nj>1kL%vSY94d|6doX465-fW3Nf3`+|< z4{qkRkH8R1So{{+MWb8lGaQ_E3c0`tcxIYi(%Unp$`)Ih)^!^oe#cR>5?FE`FuinW zyPylArwUN=xdXjPb-4`v)*ii}@Rs#5^4cSwyApgVhmd%r%XVrMLb6|oqkw=J5OE$r zib>ZzI6coADF<7`*1AlB`ZCg_92_p(Vb$V*&iPiVEB6XJ%%x!gF;eAvyF-m?Ks*Z* zeUsp+zRK>;9G=hk&AVr>E8^Diz~VQAsas zP(i#L=Y1i|^+$(Q14QYYAwE{Yl^iBZeefydZt`HB$T#km(}i>geRFV6wJivhOc_57 zvy+C!m3DjWm;+an;1#{@!|C#|zva--}csA6%=^F3BZ^4f9 zF{j1Q61cETr;!*zT*6njj@n^l$O2M-8t)wE`(!txrwlta$TsS;WmChKXEUW8FPV8@od0iU951P^6lZq6ABy0NT@f0=OwJx zQ_|eh8C&D_9d33WQK+ry?4AdC?M^PJVF17m>gZ_!vaS)nAkIzj?SvPI8ao- z%=Eom0-uV!wKBJ@wo_2WGb2(P};lH#EEt&(y;Z!U4*T2(D zhy-qD=T(u+R;5y^a5eS7$=!;j2MTSO_;daDguS(g@uE$b+lk@$pyg7D)n5;#Rt~;T znq*;vXDin!atS?KqwDH6X7#^Y$m%Q|<#M@_D_%5r9crFGK$v<1{APc$WXmUz9xiH0 zQ-}P_67^=ek8GVSe0%PAC4n8Y)rTTEIS@%DnJ5N&%-#>rW5m-556#Pu8*__=vF;8$ z7qNT}*?5+%U!FK-Ztw(%D`h|5L8!#bT;pkqY9Pl=a<&iZ9lf51S^e1K_REKk8!4cB z8Di56@LNdPYbD6H=Cw+v;;bj?G)|BEEx>60npkEW%OXJmewqvjeAXVy3@mgPl zd%T8aj*q7>aigZKp)O!?+DCBHgQB-Vi{!o9DB@KLyK86mA`&m;;wq;V8-$+y=RvE* ztD0KY{J9RvNvTy^uUZI#tY%Ln8*dlcy8*%9dihayOx&x$sWDr%4VVO7!d@(Wl@O(F zCP&zDW1zlo-_WpB?jbb*m~%8^F06qxLx0u{4&mfcUiMJYkNEwv-z>C&xr;8jZv;=U zTqy}{;z{if0fNxU*JCZp1TapkQz43t0wufCYh4A7V;W*E?gX-eePD*s)2w09vfY*>8H$Lcppp=M0{;F4w}H}#5lH9Dc_k!XIG;nZLCZmo32g)=F0 zyUHkK6>c(r@;U99Ot`oYme5c zcKz8Thw4B4@RjIAqC?1WOr^SXfL)?T{K(WDQ>$ zW(mX53^aUB9hhaHZR2JsMZ-UHnyqE1EXsSn#0W42GL2K3@VO?W+3+T@;$S{ruIiV# z&MCB>5*(hc#(KdgwrvcbcElV7TOz}X@gA#Be5jfUW5u(w&=@r7)aVA{EnelcxMvby zIiIA7G*l=}gw#38wWM8TE+!t3+z4r?lm}Xmg#z42r>%Ina4i=sdUv;1#)u@ufWWeJ+1Dn?8m^h7F*GR`}W9JX1E}C|w$WbB75TyQWZ*GhphE=I{=%SkPaMCSj z90#(h4W~JBefx26KgSd7ZW9_kBn0oYC&;TPS<_g zyUKz;fes_D_F6o{{~*dbvG#fQ95>f?VS&M(GW~|vx;}31&@NLh(=b-`F9lEV^*~uJ z`AO-(PS*5p3kq3Id;qP_ZRwL`9rR*3+&L%KV~QB>m!l}$i3}{Al^%AU8tDRN>A!h( zow*vXy?JuDFzA&Ke9^`=re@pPk1{vWPlmFxz`vgt(TGu5&R@M<|j~G=dZ{B}`Bee4}SooJxbz zrxzF{0+FNV$^~J7I{fyB-buYEo)?;R7QF`(<-L?~x2jr%AKAWS+A4X4Q|ByT*twcC zMYZ_Zjw)te#5J7>+&iKQ%FNACaPn~AIVC76-&)XSo(LjhME>BX!zL{tyXF8geyO9F zBfQ$_vQ+z*fvkYPpy#VrjJpmgPHh_ec&X2NlYi+=TMQTKC_u5JBVd~-KQXom2iz0+ zS#BwQe2B$++0>)WI3?!~PWpn>I;3vHme2I}O9`f4<0}i)DQ=(OU3xsfOMc{&PC9?r zs3>sDdsFlS&Y&ZPTWlc1HKcR8VnMYy=<$)i@Gws+R~!F)2eVNL>3(;rbbt%fx|qO3 z%%+;Qd~1QjrET$g`FCl@d`*+4=*oLuH@2zJtyb8L`}MZVuIujbj5f2%lm_OUR>M^b zP;TAiSVu7n!367Es0+(T8Qf3nN!b(QV`=;QV09ER_+V4et=MLbD^!OV)gB$dXY+2Vi^MM{$)?95e(o!wTry+;{ESKMPoF-ihvM5M!Z%MsGg%^*2en;H5Ex zYgJu5c-9^Py$kj3*Gticchwm*Q6x;Sscga{{k((7b5SMfS_hq{U>=GVW z^maF@^bxe^-9pDyf`%|6y-(sA=bLDs7;>~JiMjxrN!tAxL=OnIq>Y5HfTSQN?#Z9adkUX z6D7pI7J;@>s;jzfBosZeLu<2{L^l+mX!Jv&v1qgTUA&X zB(dFOs3CPY4*h;7sY3zOO~`&ot4DrK(0Ld9rvl2Q!!#76<{YXP4?ZEz*k@~;y9XF! z6x>Vnb%QSeI6)OD`o(}21>Y7ZmLG5!ecvJUeIiK@E*65v37kTP&$>Y*Q3FiZFjKs#jLz!?DK{=;gK}Yd4&=3GItLN&3vqrC$qh_7^TE#( zMW;>y$Ih;C$%0*r_sM3xQO0@Hk%TrPZY-j~T`+IrfbdS;7uH%`YF^ckkd+5tA`r#w zf|0u*68jv%K3iUS=By>6@J0Ppi|#4y#xT%$0mUS0G9Ov@bI1XDM(9HEtBj9rSx4St`q{3m!(E9 z%$V%cB5cB~{J2O<@`Qtt=d)d7#E%RKm>(l~>dAg+;)eprPI_R%x=tgDu8zA(Ig*F! z4P1MN`zGK@!mPz?Ze~=|)q_ZLnytfrKZ7>A02n5?fYAX8zRG{eQh32&66HgexE`YE09bKxVkTT@)lMRW$S(F zm9koRTg=s^Icc^7cKc^ zNg>ONM$YZmrnkVP_YI1IgXYf`1w=ugdFE@;dNv>jmIWP6qqCV6;{;ji4j^B4g?~gr zao`+d3qQZaswe9-^2%2<97MKrTB;(Sy=;t3K2nb>L|?fX-6Z0PuqI#*zYtHmRUlwF zeiv8M7TQ8?m?)Z()ry<#x+>f|bfmN0^+8?3>fE5gnk`h21s$5iY)3<9cw*k;h6=-{ z=E;7_F&GSqS{szRAZV#Pu$b}^z%ez`&h1a1o;E6*6#|QEla)lf5Bn@cB?2(#DW6sYS~CM9SuebRL0L)BD&lS;-Zb*a0DqFG$;%${ z6H3${G$a+haB%UJ8`Ft|a8=kI5~#=tkHIY}9JlCSEN&_4$^&epoYb*-%r?b(1{nS) zR$fy>oYb2^$9{{p#^5RL4dteqloewJS6Q$JvA8k8#UFdW~cN`L? z^}(h3qNf_{m{;P^3g!cQ)fJFt$@j8bV>=XnC(Izfy_H~gNeL$-*szsAReQB21P9wB zVlM*x>%cB>ij#f^G9Fs|@%9D7=)W9{@q&vmNRP{=3&(@MyD*_?!d7?vi~7t7fjZfBjhRou z=%IQK18=*ft%?;=>UE(}vjwns+T(AaY>x07ZxwLC9!@HnXoIev4hvE$21(aiP`;hPV6=SPfl-wk%8Iz{TJOKe!FT&G%rd3Rsx56}l zN672xv5^dRKYTPs!tQ^0Qf>fHmJP_=*P@Oq0YI7U!OT{JLiL4s?(05y;tsm~LLVf# zS~6%P!xi1fufJBYbiZ=~LnpVKqVj2^(P1z9c(#T#GQoIVEEscgBOm0LC7}WXZ#lzU z6igM~I)=G(#hIN&sl_(CgYZSqH*z+%tdwkUqWRF)0e=~g&TmKY@t@?P12FDf-Wi+M z%J@<%m6QoOM75>c?bYq~uwm<1rLEK(k3-KN5aQLdxb)#Jli7v(hPLb)*c-x~_tZ49 z@}R`JyH3Dgv~+TiUuTkDQdkt$f%pm*YwM%w?x*7fM2O} zc#H=cS%?WbUwQu#R$wQDjvpYL=h!sI$Bg;OUW^ZHZn#hW^0)<41QTP7*>G!VDZpKk zhMX_b?kQ$F8c_3-=YstGkh7AH-mAM?TG%#@%>_Uo2bnY}6D-)VLX_Cbyfnu3wx-sw zPmn%wckJ!4>tRoShWW{idb-t7g=?hxw+J>sNyo+Wc5{nJ6FZ;A=ls}@A0H-*jq}5s z@EXX=Z|Zm}C@sa|6^1T_<+o|f3<uBUn@{$;e3x*~#s? zp3+QiMV|bTz(h%T#<1cd{uV=`rk$KsWcpp-Z^)U&%Hgspy;LC zdz^yPR%!ZyJMX z-lmrBLW>ghuHg@hyB<>RAH#EDlN|fka^)Y*d+_``9DP$|^a{>VLeKlOhRmIoSBlBc z^hUMdOv8>e)YX@UDg_)cAZF!P+7ur3Z*WE^vimnZEcM&X|$Q7YUQXyg}4t}oH>jq!N+0tOYsSplC{?5v1~?d=8eWVwJ1)z8cb@dUra5?o52Fa zDq-2#4?V-!<&YzN$gWI(O|xNf_LhH@hqlDE;_-4tk*ySdn}BR-Mr2a*}S$zCz z@{MB4Z@h`QUAy$+)ZWXJuN>zI$zJa>`gxtGNxr9WkL>BJ#`awGrnVU?bN+qpg#0lg zw(wi{OVOM*HjT~O{Ml?LFx)??EEe;RoYkfoLjf2Xzj>Cfez4U$!<*C6&EEWugnwhQ zhE||r_Hr>dj_f-RvA%6{p5lbL7jJz;;Ducm0wm(tGj!FBCJcFeiphG`qdP|xZ9X1< zB(=x?jLnDc|pGg)?M_Zr=;Yait>hp)bFL77extqn^E ziAtBn7)$a8F_|hIn}<19nS8js)uS^}De~cxAH?F)Jk|uoH8S^wJ(H?Y+|u2p5cpbr z;rn@;fg>iYaB|l@641kMbObN}!7}~Bj1=#bf5YwY!{pS9KT%yD!xIuwFeAy9Gs*WC zt15#LeE^NxaPoWxog@gW!w5E7T)M)k`7JA9njW&TY|nrF+p5=7J!uij1Lw>|?E@2A zO0QF;5;U(oreJMnzs7r|T0E%@O(Y7+jULpSqpZC3K1w&hoAjxh38m-s83z1Z*nV zQa=`ShPkY14%s(eb*X$sGd+;p1$IcqOQ~XB2+s*<;S~mFV;D9@;P)lJ}k>=suM6ZWi z!RKx>Qtsw1$<{a@b1KVGSMawYXPi)-EQ4eCw;S>4i*1gZgUxkSX4V;ftyhj1{L&Op zV^j`Zj8D_Ylv%JtOw+LFHKzO6W>I|Gu?h7rEy3te`p4UPUlk+-@SP4|mh%_uqaE2W@ST9!OtO%~@l-W=jVjOULrrzz#tewAGZ z+Ag5^tIYd_E9=ZW4R+nu#i$ZShWTF$(3a|$(<#>^wXgK1MGuOShU4L)Y2F!@Ywmg^ z$Ih+BU0ducfMHZr_iAwFd;~&269I;IjOmlPAJfLDORJ~5xDlJk<}1ijI_g;s*=G8x z=daFbev}gV^6!AoUk>sOOL6iKgf&RE?6_~`Q0W7RVux``W-;T34YIlxCq%7-jg=Mo zMch+?rxPDZ|Gn4fjRMxpDPI^4FP4W;AYk;C!!2d{jqqU>&06G%;fGMv+F7GK5Y5<> zWz=OYUzIj@kh#lWcYP$OPmv|;>0)xAvw* z8_x9SB9Kj$b6@yxjtvnD*80>s>HDeLPi6bGMKV4d>-3&Zc2sB`!qL`3xby+S5>&WD zOv*|cp)CQsCHrv=qvlTZhFE6Yo2cCEQCV*izVl=&5l&P1Nm zV6^)A6vpodv25IJ{k?_8N27Qi@`vFyB244~?O&gMS7uk#k_8>Wm}rW-s->WVQmYiv z-z-F&+n7>5oBZHBOPezaMP}DMcr`j^nQ~|pWukpb~eN-@_P*EMkj4f9n3r%gN78 z_b;jbPEmOkAw$An-eQVEcWX_Sya(=of%EWRQqshZf9w{J&h=CFG zI3p&og_`}<^gYiGFZp`rH-fRPMy=|f)_Rw&D{g-9$!xaDh)U~7}N3fW1W zPs2hfUaYMb1WmTYhzCz~!KN8vHl+E`m>dw`Bq42KaKinH6YVHVeez;m;Z$EohQ_dr zX3*)J4R@3Q4`9J%&iKNRhdQaijwqz!e$qMv4kC7Zo$I7#&TraDJFY2KCZw_Ry~(CL z_ap1Ap7iy22ZI6a;Te?2jXgE2Yb@evDfGJo1y5eI1{@oZF(qeE{dM3E512{HN2UQZ+AS z(ERxA+?eWv%-trqR_w@W>%ee(+V>aeerm1TItY>VsL zQ&vNTN3HHUdi&4uw{)>Ldyjp%oPE@fY#R8vNBw?;Ka)SZzqg?5K%`EzeZr6^o39fi z%qs+%-GLv0DXmBC_=S8M=)_eP2o~Mf^Io1Ys%mn9_I3#cGtPkT*D|!YctnjrO5F+& zDY}C=HE_KPPKH_Jf1U>&gCR7xm57G{8-D>zUdAE!NX;e|`Q?Ejb_lZ9jv^r2+La!V zVwU!6txpDDn!gewDdw=e<~{pMIuCr^r_&rWfnUP2In@dD1vj&_ zc~*V`)MH%r1tkzWPyTF%+ywoM{fpon4>+gu_jN}gO?+hoY%Z2hffvM)A||!8D;|(y zRRIEB4{�Zn(6dV*BCIzOyR|rY}aEMpB+@%=n%QWwbt<3`+d>z{!48w)&iM+I-Kl6yNS7$b16p^~h(!PdQlUq77kPFKl%$GJR=~hfQEWvaO^tW>FZ5}14uqQ192D6ZstymQl-l25jfW?$|O%hy-}tMGHzQS^5s@zz3zjmOUpB8T~Jg&dU;@R zP4guxu0s{JOk8PqY@tKk0KESL>hIkR==!~sOLEORrPR7Gb2;73PQruS$WR8!XX~&9 zWnm8CBo&gdv%c;WrB5BSq2?3$Yz@``(Z&q2!E*NdK67cNur%uR{MFZFSdTmzJ7uXj zEbOsiA;&0cMQ||-`88~@zc1)zu7ULYdw~~O!C_Ofr01kaAqJ_2H^8wWz|cmkCk>9}={-Yx z!uI)|+XIvyVVDdB!ty)w*%}-Gj6rQ);5HAlflgSKT0JAMUy5J>-K$E0#ZyEf+Pu-S`FWV1*MNrBq%_>Y z1&CF`H~TzL1h#!&+mX4eCUN~wJ-lnq*O~o@oPtb@vh^#HgW=1PV@oy{g%2|TrB&({ zs97aF0E5i&+1iW{wzaz!#N=(c+cNYW63xR2Hw6}3MR6$T5)8>1(8Sm3`)9rEA>`kM z5}Kf6jv6KeOv-dVwSoC-ZpEiEaD=;n%c*kh^V#y!^$u|~Z7)segkpY1z%C4I2~mgw z@(lslP0t4UWuxmT{Pq_dFrH{?A=^70=h%=B>wG(4x%A+u>z)7A+L`}Dy|;f{I;uk_ zln|klHexDEGRjgJk$p*7symUf@3I%2h=wrg*wxs^T0*EXX;aF+%(3s;4KWNexUaYS z@%`REe;vg@Z=PSJ*7Am8!Nl;)K@l?z>PZEVAH~CajoW3}AB5e3H z*pA%RQjrM=Fs?G!4P6hYg#-742#sPVh#Dw#=Dzp{XehLYJNMlJD^&Rry(E+%0eCQ% zqF050ii{O0M6s|){FP<%Uj~Ph_03@f<>SFr9Jsv9-x*%A#~MVeX)xXB`fR||aEh}Y ze3ZZU!rdr|*2z(<+tL?N*WZ}5^Ji1067gu=A9*T4*xC%3Lh}jFmvESsL$oG}dpleO zGG`~8BQu%t`X!`jtn_DRC>F49!TLB2`d|q>K9(*YR#KT`Z^l{q;PBC&1xpawHr(EO z1e9xgG~PhO>2GV5l}>hAomWKdU|@ngg}2Ag-SD3{JOvY2Yp-Ta1W^GKTX}EbLVdX- z4I{Lpk-KYyy&^A&%j~=72Uws?=)?LzH|8IoUxPM((?19Q;UB%eaNus9<{%?c;7Yiw z+>HEo$Dc9ef&rtWU*dW{{urPPwG@_&c6!ChISS1|lhnB~F zmh9u5Dg9cm5ASL3itsFqLwsja;DrrP7GrE1x|1f#ai9pX`+?VR8wC!QkRwIv^P6v> zTq6`{ZDfODDNATfcps+GfCvSqlkG(6g%cyslTw%I{jP|1F|JCfg@e@QWS(JuQjj$-ms|A+=iK)cz z`k83?zWzuBSSsVsWlwxTlQj_b{~@t?oBdBF{F_8n~G z3X(%4TyU|tc$#dOi37sc$=ur8?AWui^k`h|!9r!+7-ZJLoX0a=Pbwb}wuw&3@IrOH zzrVG&Es)}hNE-++upHi+Ye-=0N5OcrqU~yB;jUqJgV@*`1Mhl3wzM$zXWcM~_R69I zv>fc1*`NY9FXh5cCPn@9eY7ghvhmP6e; zA0*! zhrFXo6+7tWycp@64@DwkTb3VJQ(stT))(5!N0b!u^y<_C01$8PDy5ha`W=rC$sA=f zSn{#nF=?dzZTJ~_u6Wyk_(o_E9j<8iQ6r%s)3Ln3@f2-GO7c_eX$stNd|~gmaA;J( zx71VmX^u=^H~oxW=C*y+2tm~w0%FErvyR|`M*a*}n3q3i5lddcZrk-u?jv5>0=lnw z$_4@%I`#qH6yMd428S>Q8tzf}4#vqte!9h^Za9jCs|>mYfSn1cgeGxP(eM`hf{U3r zvhvK@C(#_h%t}F+q&8!>OHdI~P`aF6I@dg*Bz~!60X~aAN;~s~+~`kd)1+z0*ToSc z^_zPUir?z>g^Bmk?mh#{5!zuGpXrwqX3e_@Uj_C9Z$=|-2Ko1VH{kEOfR9z!8w8$a z?Q#~3Rwz(shR>Qy^PZ!_SV(`V5An(areT}!a_bmakKY9tw2Q6ZiATO}O2c-EK)wax zao9`}i*l2<`{A}cb?0s*XYVqU?BTQB0Q;r^j}Wa1JU88n0tlahFTxe9H-NQ4neZ!6 zM(edT##(Ui@qQ8 zOrh#1=Kd1U0|TOUfRt=$BQz5X9he58cH=n5W;wDwYNMzl91f^l;Pl#w|OC?rKC@Qwtz{LTMA*%4hY$IID zF@X*DkOz;7e$-aM4_!y0c3lx6%us`wx8$mJ(@~XVxql8$65ry&F?=Km*FL_nt~!++ z)N#uU$drw9^KB8_Ar8{J0o65Qt3~Eh7*+20ig`Z$iB?%eH_{s;>|Z;I*RvEL*!4U> z0Gu8JYTpV>GkbPux2p{H_gn0^0{hHs%J1~GFH=aK@>%{`q*G-(=KN6r zj_E|7on9%5p)EO@FBjk9DEP@Y?_ehGayqu<(F2LC?T>~e!X6tc6MIZ!+=Gv)@L5GWhNtf@)dDXj6y^3ENS&rgLPf~4K@?J ztS0-7(wniTCE+zS`0}*)H;#dmx$+VdFw5f^ZLk6oGtUrIkZZGo1QA>ATaNxgw`W!7 z7osQJ_no?RG4~Wv(1A(jf7+$$I649D(W(j8q#=|A^wzQaqi02B*e7_19WCyEdTV zV5%j>mrZWQZbOfs?GZ7Pto+D=j~8pzCrDm9iAy>)uMbR~{5Hc7hWa$Ee{iukYf)II zCWCk|*6*3*L_jVy2&a~gYf9&*Om} z-Lq&F>wXib0Ce1Ll7E*8Yxy%*IO!F`yOcQPL`K6Cz`s)&D-o-a4JX#|w%k3k0&?Ic zGwnD3qZkxe`OX)j_})9C5wl=LXmc)Yx{Q-jOA+MK7$Qw)7EZ(9y90*2Gafs$ORo~^ z^b0Z$4lP*4?ETc{M0{NRu==BSKUibz;FY^vPEl*ot2ylbWet18>NbV+Inh|uEZ2Lx zxZeo>oA-skhU~mHuwyARcg0M>8~7PM>8yvnx9#4U<+AA z1FtbvxIM>ni)Iu(EF4ol#fg5mMj{pwE~>rhv&8Q&GK@#KTVvar{K074n=2@L<|hjpr3*1E z)-c^ff%|4Ye|DRw!%HoUy`W=ylz`N32WCEh-j{zluu}N3(MctdpR_u)li{T8PUt4$ ze8^!H;4*tQ$uaL<>+BR>NsRM^nQL#{*OY3@mQYx>N` z;>+i?(lkl@*4(!=F#{tsl{_l@-bEb^iRMZ&*Dh}jGki|zjzsE-L7pDFFQ=ORGSlPb zm9Wjh>VAl+f!m-EPQgS~<7*){Tot#t>UKjTHLFaOM11o#-R~?)+u|O`xBxs z@bIllTAPq~Zi!?x!wn;#_44PJl6|HsdQx%|k=UpffSi_&Spqe(nAwSl3Q@rHAg2 z)Qa{p8BpND$_l){qJEjQ?M30kbtuMi(2Wx^w!I* z7)4u%G1$Ck%b~rB{pAW!vV%WgK~Tb@f59cWP z&YRvpdCq{;{UPQ)r|q7j`j7o~3OtFMv&rDecx9|UaqID9+nkZ-ssQwittsZBjqdBxe@#JZse^R58+70}9M=4is%CSB3&#_=Wr&(XD63Co8RI5(S zch0|ANu{r{x%cB()3NvcjhYO%yeDE>fJ(COV&|@6Np@61up8E*E_*SJs?(eqRiZ-^ z(5E_{)P>r*rIenOKx%FTFibX{X+Qk6s*%?rr+foXwvi9@l%GGziQWtXXTIf|BGFg; zi4EsT90Cee@XlG2?8cj(yI{M)n3j+X|_E9(kf7kQ)|(iur2 zpL5=qMTf1^TNh7n$lFta(|H@NGY_g`sU0(d`mzM)_7)k=UZ5wKzu)6$vmQ(iH1N>&eW-pR~W*V7T=;^nCt(;mB;3{ zd4)5ccxzUi<39qTmq(@STH;~uyAvvR-{0GUxs&B_!{N~Dv>f$ByRXbtZ-Rpf-(|7j z-W>JVY=+~5JN|;=CXu^jdjt|`3`l47GI_rDM~Ax+$9dZU=wrNu%*z@#d%Ct#>bku< zSBk*b2wdyy%}%#dp~ZvEoOk&xh0{NnTU5+<^kjReL*93VE@O=oT=ia5T=vw}sJiqe zEmPmg^W+=h_>B*qPaNth%44iDrJMhAS^MN~+i}dWAgGCT+%5NJd1&C^;x%HVM!(b` z>3rF}9uVlQR!^5nBvfheZ0|!mYewJd8uQDv5vzZ>Qh}+Fez`x^BEyiL#bYzrwyi@I zudXG7dMl%HGocA9vy7`jdk7uod{;EAWP=mqN>ivJD@AZlSdyo64PN*gc_)T`!&@t9 z2)VXDjGTsLaMONVR9K#>sXu?aXVrkH>JXOXU0~>{E@r{O!8s2`u)83sEP%muH24Oz z>6pR*6ncir%K+FSn};TNyv(Vy1(HnuRWb&Ks1I);>i8Y_>ixO61?HkvSM8x|XjnL+ z`}dREZ^7c^k2Wtr2T-H~eR~dZHxcO|aY?zf5o8PR;%oU=WZyKxLdh@K+=_MT1~s$7 znbBF=*tHCW`CS0dd&JFD`O;^vD|Mj=J?(M|>^5*O|0oh?t6M>^pr;1RR)SM(;e59}3$#{0&<+xOqf_-Efie&j#SmeAnPK{8tOq4%Xag&@gnImi+`;J&S@<0?VG zxz{d7yM_Uj-G_B5*35fL!Ahj7@+Y7wZ@h`gTlU%s{rU7H0nYlvWXVSCl#KaNuC}(|YbtOZDx1jmwvT~Nw6!W+&&cUzQQ@Vbn*~u`A^zFxAGRjJO_MkoV z`^|OTNol$FUS}Iht`XBN;xFw`9mBx(SI*+jq&VF<FJq_-OwKvkXYIA-nscrbp`oToOT|h>Mn*>aL`hDI zjO@$`8QE#Eb7#SC>gh3k;2)@myn%m3khH*3M$3WJ8=DCb?24Bg4dm@kq3oU%?I&>}lUM)pMR zk&buD>eTth*qxJ;lM&mI=Hk!VpKU%e+G@Yi82_Pn?pmo4{}Wyw-uDP<$Co+R-&|(o z$&DUpHvEudTD%bG*Bp3a-|W8d>sO+-b)tLETtI`WJ8B`RzN~&BDbXG_f+hNXJMfoE z2j?Qal(Y>8Jh%S+O!iWS{ohX)PM;h4?+y2Y{tx=)hxx!0LOOh9=;zaTe%rB1%c{D% zhsCbbtKD}R+R^2NLwi7juznqslI0Gk3?LXdD9q`qSAxC+xt-#Do zxknr;?0$cZa7yh;5OiKfqu^M6zr9txCSSNXd_~6yNjH%Bc2i2}y#L6xVRop;4|dth zygEPjR>wXL7oX07lEcY*mbe7>Kk(^8_)JlsO}(bzd&h*0)$Es77G~`!V(uvXobZUr^T9k-<;{SUyA~nIg39sy zHGcT@@~$gFHZdpns@dE7rDnVFoqR|GJEzm72~x)Qp$LwZdIewh`)`hkgo&RYxgCGR zTyx^2xIahW%I?RP!$c8+)*dIv1SIK%BL4d>UMYrUCiMl)%I%02Iu40Z2x{rNmkE5> z(7L|E9$geCi5t@P1j~K~Z}{2fz2x?f8^e{B%EdZ`AH?Yfe@6fQ7HJHwajkwat?Gti zl$=SKROqz#9IbtS)~kl}^>jfqsfNuj)TR1JSdGul!cFId;xbfc3;UPUE8WSWNE~*g zcW-UNT3upG?nA<<96u?thqSU`H2s1BUSfpRDq@03z1u-P)(x$ze-OnX$-2?(+=Poi z*#pb@y&3v zJGT%oyRnE)x`ZY#R(3&l*2bzjn5i2PYQ54QzzxQD9Um+boSJZYX1*2XZR95bS_K-J z-bjn6t75;`yabGE-r@s}4i?jiwW{e-lB@Su(8Y`CNY}aV7K_REE#Cw-)3S-|YY}$t z44{5yJPMt}7GqsD>`l4<1lS(4`jT;&lCZH>+{=P(feXEMdoSA+zJ7gE@AFv&Uu$8Xd1ojccPsqoac1=Tr1D zA5%;p;;^z1e0t#VmZ{s%TU!gg34-Z@#x)MdC)kIFMErF0Vf~rovq}z}65g8`gwz;G zKhNp!@7S_oXJan9_+Dyd88npIaNFOsAb@W+l_=Vu_*Ib;A+(AJ+@B5i#?!-jwDVLd zo1W53?Pr|0o*ZHY#eH`Rh~UT&0`@zbvxgy@`(h8=nkqrijAN^!GhP7ObG8|e@w?co z)QlT8UWf9?IxqZ6oExq%sdVw2N$m-^djYyB2ez4#>$m$IXOH-(Kmi#Sc%h)#KYY#{FRO4n9A?>Jl>InI4B z57RTcLrKr^nKSUHKXqzYp5>$Oq();$Uvp*^zQSt$$NP008g4f!C}0{$#5tw59BnHr zM=QKz{ZrQ9wZQ?ud_SfiL#cEU`_1zklYSk|Y@v3(QN*QNA3OrznfH0^2cM=~U2oW^ z5w;($d)`AN;2UfsnFVX45QlXtwdNrDy$szC=|&n^)rumc{De&neOP%i@lOi2$(#J} zH5)A_7-A`n%#?a`_H#1CH1^8x(TeB8xysB0u!;-_2o$nBQHx~aH|Q$@n{nv~y3qIf zk|nj(*NYcrZh``OlaB(m`;GXMJAKq=F?BJ|_FRhA;&a{i*X2!Eo9QwL znCCW1v@WRK_N_?4W*2D*xYjAMf$T29mPxRIIFqFVo8NIrj;FTjJb7cYHd#NoUcbn} zEXVf1>aBQMnNfAoi6`wN^nDLzF@B5q`A8We&z2?)l{wc2S8L3_w2a&M~n zWml%r$h}q-mH;Z>6|!6eVQ-yG#ab@#aG6_~8s;c2_}p%(FLTQ-lVbSEjvbZVgj|tu z0r4?hmsQAS=KhAqX3^>s_8(!?XD9~feY%TT1)zK-9R-@%VdDEVjV_UZkHxJ1No5cE-ZvgBBs(=99qfclWa!is_Ppks;P+aegnTN5>(R2L7OL?; z3-sa(mK=P!1Pk&`<22wajUy%#a+C|fgXF}m4o--l;O4!LRpmZ2QVac3xhM94yDM8~ zTAG95ShZRnxjMqDVsxTGsp^_GG%*vA=`@8ZyBBF^wGtj_cYZnNQNdxFFXvgO2_^Wg zY@RIS_+zkdkrSLaj)4H%+hkqP6v7mW4yQ zeu6@D@rc2M;>k#~6Qbkh2$Z5F++*OU{ZjVEb4%nB;u3^yIGYpG`CIRMq*S`yaLF<` z&A4^8Pr9A7zKaa^sz+ecWo8qX;9|?_=N(by_`!Q27@B0%)4uvUhO9Ih;MxL!@PfcRcxSp zFiW2LZablBWN)e_3AygT*T#k09J3YPZ9B7>x-IswBg0I7ez=8@KHksX zP_dg?+Ry;tObNu zHMpIpmI__Jw`+JsZN~n0lQiy_*Pz_Iajl@Y#{~dGhK&b`c(nCMT|ARd03@I)c; zNh^{ko9*<9{^@E-LOhtA!D;JMxLzY-6;wKPmlnb1{p%Rwt`uDW`{|a32VDfN53P&2 zy|9f2!|BlA=?CZ{U3Yl%^)0s@H=HnAt*~MfPR#j zTIfzTb*Gss<2(W=K<#dH$V(IvV|tT!)in1hlb19_8u@hXcsi*(PB;4O_!ICOcy;}qxUIPk!s)IEg6y2DTPGaZ$8G`sk4ivTXWZ-TR3GK#h1jL4a7%tz=!7FiOWC1>H`lU%Y&stmti z4vI(|`wVg4w94w;2B<7v!KL#?+#8Y^WC>DioW4uf@IFh9gB=`xzfMM-8@Cif2NgJN!aqb%X%i99#};g;BTkmZ|?$swxL zn)>{SYd#@v1RgIN)v#h{*r7sg_$La1oHxJw!KkE`cMJ#(UiVc9N#u7i?t@--b;NJt zZRl)8`e|?n|4f^O(XuU^NNI0AjM<~zkYqhFUF@&ft%+`)Q_D~MDo{K5d!g8%B8vdS zW2VOit$I?H^RRn0juYP-rbo;I*Q6Et&R4eP=^Z*~lpCaTf}PMH7!QJNkA^11HraE1 za!iADQm@*d??m;fVvpZF4r4GHk6*7>i*8F6;89~Hm^zu7OZ;Z-gb7ab$1_|Pq z5P3Guv+d!8{9Cs)@_V_uix=r$TqdCqr3^Jn9ZaGOMFRN)*$)Fa;fDn7YI1n+*rUUH z>^vHamMn3gvBHd5ZiK)05)n(1nF9ULd`N6QRSdki!JuLP{yfyc=0M^u1EZ}o;gonetJL>SHmDR?^#Oeq4N(-L@cbR zhn8`Tzu)jpB6gqi7P1Jhv|=gFh1^mMdYoDcPli>s_Oe9Z7jMeYF#m45xgD3vl!D{# zmBgnsm_9OfjLg|od%E+q$s>{UpW4au@&T8M#@sOS&>FM!r|jVCMJ|BxWBp4XBA~+K^Bqs;K1} zHs{8B^9ZK>9W|{pk+(JS8J;F7a^t=Dt$dZ&qv*6WmNTVK>UImz($|GA@%E z#oXATr_tTjI&#c7x}|#x&7J0b{r7X8B~GU%WYgZbciS%+syDtjppB6L;|VhIqxa|% za`~uy?P2e9w$wUr3v1*%vco9 znQ2y)I(X_SgE1x3n7%1HdSUC$GM~skDEkd9y0y2BVD0D7&oxsyqU~x6D&%G)tRGh! zUU&2|y^anL`}oIq${y67E1puw;4r&wieXnR+J}Xpw=Cv~O=?_|_Sv3~!L?&RyX;j; zXBk}WsgtjTNvzPQwCu7<75CcnvXV3{;$hfl^~G80=qnLi>wKTUn)1y84sK!g z_VyNAlXPIIsMZCBBFAi2)!^v3MBC}1#SA;i?j&J8hwyn99phicsksoJpHB!`wb6yt z7Bh=)6$y3#ZBI@YB``Ls#_S{FIXXU4=CF+Nt2saK*Nic4}&to_MFR|(B{W7W*axI z!29K7^m+8Fl(My~B!t~<#>u-~gk#|P)Q$PjHN`p5n_R)Qy)6LmfR#`N$B>Z|XAh%aw!{ElJVeQlg+_Cps^~ht- zymt!brCJ-}4m}pH&&z!8u{=Vn(wTyYep5g_-yW| z@>2AYo5?Z-O;=h*+K*={T=tdb^}fKrSxx8P>l5hLR^Qqp+s&OQsUd1NbO+zAAg#hU zgpMX^=$M#F2Yi-9%RQF9)YRMGn(@dbc;i8Co)9d_Cr$atX5g}PxOP466!OLBumxPrNc9LT zIfrno1L~uC^+ToPXZ6Z5dcgDX5r=QN0n%m7b={kpJ$zPyqOLwJmD$or3Y=`co zxY`T|G)6Ja*fb1fzgCcZY7>KTKwaLY@#!y9W~#zNI@gDe^VYHy$f^1YioLnmJMLU4 zB5vj-J5>(Ou4z+^${%8MMA0*dr-YB>Dt!879_*U9E6`z;w|j`xD`Hd1Ze9g+4llD2 zx@}r(#V`$nDKq$WrHMz4c~3J73g6bIQI!!7vB>pN6TH4`vA!8Xc%Jxq>NEWvn_`9^ zrhg%;$&6F&IdmdWq*t9C<#%(t)L_E**b>eUGW0$i44K`{yDki zN3j=|DOY6aCFiGmU<%6RfG(@!Gz5UvWlZUCHj^tNK*c9LH<-of=Q6V8c>9E%XRvpI zGgj;(feRs(+r;I@Rlyh}f}eGE_?nAk$Vl77*$7Lh?*x}i@~zukV9$!DJX>L4aSab%^bX!&P2Bso^utHB?e7qtH)ja{v@?(BBTn-ef--w{78& z@~;z5%t6Sqd|++6pfvXSkd82Ya=aMj8mC*7ks7~jd7n?CsMjvFWXKD~HI>Iz7>}F( zsGimqzaMxCp>F4arFeEK7)oZ%zxg(+$8Lq%nDWW8Sk>*#AbCneM1P_^t^E*v48Y4{ zw3M1NJ#3J~*h~(ncHx7(;KVnWKMfnr?mKrh5;*9DLMiBE`)i)^7YjbD5=^2=j-9vc z;^CSjjtl zFC+xs>Ah9S(MZTy#2+PU&1exo`%An_BYM^kE6vir59-ntot5%(hxE%Wus`r#^Tb!M8r^E`;= zJD*A!$e>%{qgj<4R0Ac(wLPgW7l_1e(doLDCK*iPsy67(wR8v{D;vmdf0RTi!X@%H zU=;C;=K@ZM_)^D-n)RGyFE@TYinE%+&>L4%ceic|-!PK}nRk#NP*>8)Z00{3;&Ex6 zpwhMXRQL>i^xl0N_y>)2fzCSWMsH+AS!jOh@=tfJ8(bQcWY_!w_kaBM9Pv|BSb}7} z(RHfdCUCUw@wM|2{pE7RzUX+m?~T_um!Hh+Jxslph9UO8@Loy;G*YN|Rq<*6)Hpny z6_dH<-LB#X%*xnRO{*0B#alynxdeaI1Q30h`L`?QA6t5zr3*w~V5LRU`oGQDzAt?} zm1m?JWsp0fhwIyI9_jlEF8SVS<2Vd+!HGhpTAgBq^65ItBRE#~Qg^x0hDei0|Iiy{ zNGC6&V^?fv%4W@@XYFsACQjEHK1F=borlUdbnDvl55x?*2tz*3Jy7G$_o%c7l&q6? zYQQJH3B^ZeC>-Nb<5Jo!o`V8v^rb1Utu}modKZy38xw2@$5e-uV#>z`-(Mxf!UWMj z25l%($#hGl;sP}Kl(@4(>>sVTiw)eJ_zHnJcFt#U83^6bB0oKy&)|S34}qmV?H#YS z&xTr<7HZ|jbTDC_C^mV;v0w4uB1fV2@@(%oJqw0z>`?u!gEAK^m3drln>Kj9^Cc{W zqk49Iq;IR`N4yLZvH4+<6WMc?a=2YtT}Wt%&4_6|i2o8YKuc=_i}ny3T)oMzpO!&!jZX@+I_N###y&1+sH#5I%BAH(;+&t5v_Tb@{LC{ss)<3 z^d1%&#|Ra!o5$;%5nEwHfXQW+qsv2d zcO_AQ>O|(QwQ_K4&#;(tALEscF@t%kTX}QlTt;vd+N$1xVm4Q3{Rq}~k%cd%@Vke8 zxRvXcgYr8*Yirt7*1a|JS>}U3-rpd?cZNP)i;0@L#P{>!@+FBJf(nnHY4!Bi;$XHn z%o^G;ka31Cj;6D)AOY_y@EJdTt=1tnCpOzFdx_h_ny1_a@1A?%0a_QXAUiJ~Q>;hW zXRi&6rZXq;p|(iSn?<`iwa>Kl9xh98CG1e)$KsQV%fFfUhd0MRue|X?F>-CwebDW_ zS&?_8tyjHWRDP;Q=;m!B-ZuigE~zH%W^qsQ)dFBvrUhrYVEV#L-$$Znnh^wrBiF21 z?w=J=nRkj?`PA4~6cgw+n?n65t_U%zj)i7Y<@&W-06l^-aIesA$A_Kg<5TI7CX`$z zxm%|JO<8EH7SdVEX0!@sMzP0~lm5UuN_y#v8qn*G0x3t%YzJH|_SAURi}OfF?#Uww zA?FnIlR6bz-e)1v+T;T7c-02g?$XRK_0TPa)HCpm!ca|G+NaJsItIeT z-4wWa{#zjmZi%8B*_?`?l}3bcDjq&sBA#3C&kpCCAoAVNE@1xyN z%6Vdj-UWTiwsGrSS%tPlmtey+*3_|nzQbbBTBfj z*y_cm+v6kZ+{sG8G6*T#f{!6gu)Gg7734^O#HuG+;)1g>pBHu$PBHUDZmTTq3{r>L z?z`gGr-+8vs7595lkUeKg{Y)%!p}{=zIemLv-G|}97_)VV}fJ$h;kbxT$9G(>Bj*q zW5j*e#;Er|p{w_!KP%Fvsh7ML>hj2j!cB)-WrX#69zPewWpcJFcf_@JmfUZ+*wkT= zD^M|~$%lBcrKaBMRFC9@irkRhB*7a^^t&+WRQ`hb90p1ZKGf@K*2Z&$x?k!KbO~2^ zsKZ_732&B!2;ujeQb^p?#q}z+^i!~yr(ODF5AU|?bx0SD6@Sb+TtDaFnfd%QyYlkG z>n^AeqjAcn5@}?O(bGZqp&A?nBUOfn&+KZLYQt3ut<=U_nE26z&W09@AnVUe^Td#- z!^!jWP0Tnk28l*vZWdvhQNOj%(EtIW?~RB@h**3%KZKt~)>o-2a^Jl@TvsjIw1m_0SxO1`?9ES3207w`|#g z;=j0_znD7ei3DVF2mvdGJ@zFs7>A`fKeQhy!|9fpjI~ID#^*PmNnN=g0+0uQ)Z?z( z02~gnce-J|H+@<^L*~@Ui9OJ3X9Dz1Twk5+0UT408?v0Nb3MO@{R*1^nd`gpu_S(S zPWczm$L71<-v~dE5_4bJW#ZBLnjq=7=N&Cfm zNzy4^7$0s7io}1dHquM(YBc&x2c96N6F-T2IW;=I2Y;UssX|<8xKV665|BWNZi_Q?BCVct!J&1UXf(n_c6#*VZlqi``jXb$(G3Q;Q4o&6KDz) z&O0yh9)`53eUvVR_>I`JZ#nO8nk3@5BJMI1wBb==Q1Qj9M{IGQlMk%ZI`K-~yVKHs zJszo92dht4tFb_j53%&y_-WOhbTGYh*h7U!EmxuaXr}ag4b$Pl=}hh6^z`*=!T9t3 zJ>#Oxg0PfX3dZF&eB}DupvCs%(~C+57gY(*vi0@WAEuH z;2(*8ctT>#DjV_gKvW>6j|78NSRhdVjl>(ym_{eSmydWH0J-myzsMO(zIj{7R-UlK zXrC95P0Z{zo4GGFyd>~X)Vt>+?a)PAd$`s)_9kl>0*5|>rw(woZ5h6YH?&S=az;fZ zgy89W0paZrY%VJ0lBa81VC{gc<@RatCImj~FdlDd#LpM$7Jq2G3b^iUI+>&a!>>an zgv{0J8?NwpZJymCugq0})OSOM3YG&tEP_0$?OBabp8gkuK8-&5rAAC{59OYDhzM1z zmHn!T%__+PtVlzq2_U|5yQDO0k^@HW@I7fiZw4+dX3V*BVIa}XGHn??m>3|*Y3Y7v z?y>1<__R6H4_UR{`Bft?Jj`|34ceX;5?&w1w#TZ(a^G$!W8D_2TBoyl1NiA0OS(Zm94mYnZM*M6$@^d;_Na=m_ELNcAruz&r5ce4=y&|UyQxAgkUa^O4yUPRIwH3ZQ#ysqHk279hV;X zpg?wK!noZ4$6lf$FBurOtuY)6i&TouE#26%NmjZ;t=wTqvIY=7NO3mxVr7iz<0Le! zax0s5553tRqbDB|mY+vUE=1iT7tblmOt`NB_s{r1<15)jxN`%xal_IsKjB*J;rgI! znu7fjF^gY=otck8+i(okjV)(YLWWi@$38;h)1xSM19bLMYjUHic2QVyZWF!yg~2_v zb!bg3CLM|ykjiu{#=nb4&XvVx%}EMq%lb9ZNOL`St^FBNs!t9KYnyknuBFewPTL=~ zkaH(SGe(n=j4bF=majvnls0?M%;8fdM5n{W zRS+$P^D`cHgFH(4hfPHzlrL@ryh%oOL3=mbj0L{3Q1E3>$%l7b+V!`behP-oB|Fot z^Ml=B-aF|A`SuMLD@Omm81uEcFnmB)~ci{<6hN)mD#1j~{;HFWhvBB5ewImyWw+59_ zhKecTL!uVKip|d5j9a0K0`P538#dz0_26fDFqG-LPTLgFAL}Fa%Y}yq(agVUrvvP( zth(L46^J^F&h*TzC@ab)dT9M0+(xlp3j(j@h z!niuf@`FSm(Mgi^q(D6=ymD0DqO?{5{#q7uC|N`_@-r{l-9SQFQA@v~QI}r%qKc3i zHJhNzcMA>zMn6&0onlPL3OrW8c$i{$=+XobCQs^A#H-)yxAt`H^&2Wt;DlQ2GzwCM z{~nVphUYZA&FxPolZXcM&-XVJOJ4l^03n(sigosF-RU-Nf2M1$FH1q*{pnsi#X2xp zvWn(h{`bk(FN+!@9%4(XjvNP1_UEF#Yr7L4beNJdb{o;C)@dyybZ4=*Hd`_JcFmQ4 zA9>++X5~`mxI1tB3K~g05C2}Iov#)``19j^dyzhJJ;cLK?LSMV+~W+$Mev{1Eyssl zZ3SFTX}xLQvZ&~mEvIG98BWph8w(`Yj34_|32T9_#i*9_$sg@ zo_N*i;Q+JlIs$x0Z|&^$iuDBMcYz76;aZ)Y&A(FxeXe@mLC3sv09NWFvEpX|wJiH{ zG|g|IIMx6?3bl^3m8ZR{mh$kuRTtPm;MIDPedXP61)kuysJm>9Kt!zZKX9`jEzeX< zynm}r0w~ispqsUv7y(Nd!>_p}n}h8?kt^Q}s;pGMsx-LNp8k6jF8E8fi-}i%6j1j| zWGN>=NQOkiQln~z;SxiqQQNx|3sj7EW{!_RO?>QR;_O@R_UFS%+`rGtgn{MxahhIY zhE+)ipd_i2BX>Tac#po*2Pg3&f;bKP)k*S-3Fw!ZtXKR!Az6^pxgiSg-G0TjZ_H*M zs%&6iT7QdVj;`Ax-K{d|{h81+wcTlw6TtXqM@ouq(0?D~x?y z{?^<&3WWHvZ73zZr=crJ9-tiJ1!alcbC%rQ4l>IFz+Mxu+zc0La|87|6o9j@Zy0%g zlLN=kS`~nEDBFLRC6h-xw1#P#Ako8T22bbPa%gIFFYeU0BtT48AencTE?+752;7bn zK<#$i-<;h8mc;rXb0ET(Dn@gZ@lgCb%!PLk)0s0L|EeVdRaMmpN%BRLk;&xg2~f-l z4Hf)bak6J*fY1B;;yQcbf6p(MzXMmK00h!=8DjFuuFL;ut7GbZt>c6hO9Z}A%iTEd z^KI3ny2V%+=nDUy`A0@)g5U;3iL){n_wOpnXKD`e$d(Bv zUnhSdM}zqHJ?~j;&;NuNmjN4WJix4g2Tz%DX{X%-0>4~|W`2vXDu8YzgD?o>hCtw} zD=}*c`0GUN8V9gz%B@Sl$q+UNM)cMG#>LCT*3f1)Vy*y40V&wJ_b}S1Y;omBC4z!&FEhWGmaopjz(=D1EK!*{T_-y-8a&PoGWa1tOZav_D zN)~gs`aw7XE8#g}>SdUC-*WOk9AM$YQQ*p*>&An9$EIvoc- zylhxUrffJ0zB-T_2^iqO%f&zbTWVXiQ%G2ouVL=fI1{q9lByoJwiLmZqXA%@;bxY5 z`U||-8JK0<+A94vnntF)R!1uqb`B=1727g^W3j$f3&gcah9h9uAy;(3&jrJH;2|Au zM);8mNeQrcdE%$MCct-I%Z`?Eizb3CS%{64!M6(jci{1KMDnZp~XS^{{ z+dKZ*c5ZkPa4()%luiHjS^>tTkL==}qwVz4t4VT8_ZYt(0bbmi;kJs)qcPwD>7m%T zPO?e*MS%rskvuutshD#368=fQ+D_N&Z@%TqE;4PX*#I`uEh1r~Wh*cJq3f4g=V_^v zlWAY9K>8OJ>dX9_>Vwlsd0nexRm8z)4#|}O^~IkbJBVv6z=)lUujt^2tS#YA_a8WU z7#v2!@;lFQ3Wb(-{POa=)A)^OiQmAV9vgTFlD9tv_2pgNLakevT^I5ZL}x6|@iJhU z(~$sCI34~Gx;J&q>yTW^BLGx_7++ z2<`s;OCVDGt~Lb#N9vyXbe(IqAaDZybvBb4nsgXo5=9YzI^(uDtN}y2?y3-VbvfM= zlthv%BF;QF+lG`jX^`r>T$uTRIYT z8)T*K5;%7F_=IopsjM|Ur<4Pmh{L9OI&d@p0WI($euH!4xD(2!m7}E7<-44lFuAGY ztdy(R4sU>C7b?HU-nv{0`W+)+lOdk;ez+Cs=b&koq$mroUT;HrZLF6u^Bb5y$yKRq zd?HLwg}o$cUe_%8`V#I1xTtMhxbhInXyPo-`#SOhloZ3xI=v= zFHD<@V!X2_1iwg{(Rwv6=OwQKdrmEY6DVch);|5eUu)n!i3gwepnx!b1(hk#0R-2z z#lH^G>M(yh8_ROgdLM+!v#J#aJuL?{A2kb_n01p0;D2xIkTL~v=OKI5eyCt}_|YR# z+BKa`h!JqMsoYg<6Y9UK>^xc=rVaBPvy2yY#(3}8)s=G06(gJ9)Lo@G9xgMrUrh5W z10oWC+Zsw$$N>i|dmeC{&I8E9I|Z|aX=iC!Z+c&)E!54>YIi$r+YrqujcJndZ4#yt zE#HG_y_#@h4NGDKaL_iy))z))w<7l0VQj#x#d&9;y9{Dh?l4wazjj$7#|QYwYCM*; z^t08gPcis4vp$xv?z!p*TB#oIX%*GK2pSZZBsLJqT`^i3il?rc#){>weg@%uzaRSI z67Qf&Fy|KQxq_&amz@KbEIn>1Jd#E?X}1n``BF3YF;J|8gu?7vNmi_Csm>zpuyNpf z{%v_01I8kpB$@6?E~dC2;U+&rfB~>7hpKjp{B%(NIo#F8wPi_4D^_Drpk8s7U3^(di9YkV-6Bpi?&{F2Zfqh`CkS;W-17qM5@_}9+d2to^UPtz z;7Y)>)SYGH5Pqjolbj@ShVH>swY~n=3=6wH_lF?DWS!InuPiw>Jo$LLKIr)~lJ7et z%r5p~T`#W&t8Kc*a3;CG9V*k@Y)0g*<^PoBd-A~r#?DP>U{&56GOV(?HSwIUs|ehT zvVfF?tpzb)f~O7wE0_-oR>N!xO5LrmyvLk%yvWF&RSMg$@tl^MmIn0rFEa1&2^J>0 z<||JbwMzY)TLLwGvdUB1M6%ahkGQCaHX+ zSIoj?K#Z6tt^6bzPm3&&Pcm7(eOK>2|Nb?(4CUNu9{IfqkHJ=c1Erc7X_b_)#H=Uxps`>6=g%G0|<`d zAjz9{KPoh9X|}(Rg{Uswj337V9JBMik-anC8(?9s@k^ z4H}j_|J!kaktlaiC{wX@MJjjTYPwu&q{ik{9;lc%{Ujyem)Sun=~~r#Kw&w`ewj zuB?EfzsR9zs){a!161|Ih?}CHF-KceNBD_G1`>3Kq(P^SWc5eN=r!%(G-wiUIUL-= zmutJ?-kavk`vV&Nz@_wsD4iP?%$vOqtiT?s*D+v>hnYqvrbITJZfl`fEB8%Tl6JXv zo0ud$#Rd>Zz4Wv1-ZfThtM{5lj98v+24t%f8;^J4j18E%$~F>&C+nK)rFz8~GM7nN z@W0+!j+0jb$Rnu%_J4!5Eb(EF@%U<#Fa_wP(W zqyO_08CU54#46eUsgrtt*YN+S*~9<;8~r~{l5(}5UC}Esuuzx8#a7#o^gK;~IJ&yJ zu7CIx!N6_Qq^);eC}m^>pz%3P#o4`f#! z0HEG82^bAEgYhaXK(nQ=rtvhOEWYs9`*(^T1;4@UZ14RH&1{7+AhoRhjuiAv*#6Ts z0eD^h$-z`$Xsx#C{{njQXMne;2Hjcx@*$~illsaD6ug);Bozqq=RpVP>&=1d(dCr5 z<;Kr4(}og@_AoHrdE2<$Jh@042>>Ut@YY~fdY_`oOcZgY~<12($0sVbd3%E`$UXbL-Xx# zpdp>CW>t8ZZJrA5mIfHulR80MpHjzP6s%)*y!XXCS=6}(AmuS|i$Bef9JBpY%#c-9 zW0hnPfqCLa!-kYs>B8j|b2gResd{&7JRaCb9YEuLexVQ;uB(BgjwtybtPb%36DIbc zNp%k-`NSziLJO1ENz-e`bU1%+wMMm7zsB_aw=-2K8{EzAVo@`rub&%4bsdzpZEy!H zZcj)K&t2qs^?=YvrvX25nnh1;BMcbxnF?wIy7=mY%z#Oap+HOmu> zNPeI222%#^vgY8*Y&j9T?*k73Qnn;n>jLrE5y9Wo|Kfn`#gfbv7)dT6(PUjfx|-T; zwN2{C{#6SYi7`N3l<1Wj4c9mtlhQ>g*rlG^^H2Q1yr4-rB*thDOamsz-%`Fz;?BA{ zNz-*~PaD9VV?MGU$azvE?e*_0InrbNp;}G#q{)gl(h0cxs(PicAs(QaF9#f^AqZ;| zGUv^iHc!w}hMA}V_RVqY_csUw2(f1OQ*ES{5;W%}AP4Yl{`xP3FOmlD&5V#|2Flh1 z|NZXS4YiLJ;m!YTi{!^V1i-TCh7sY_L1O1K$$QvujEqs+&zRso(?ahV20fTN+v-b z08m`WJxxhhhXuP+9JBl3mNF{C2<*)-n2|0w?F_+tU@Y#52Zv=B*m%rW7-`=N7?fuO zo-4b*Mj{dkph!)j{xWYtqaA|YTu))8b)<1GS_`y>0s7;h1{x%k?`#7_T;ssj;0TI# zJ_3y3uJ4r?R)v*{Cg@Q0rGkE;i~|G2dPlIPPN_md`atS8*Efa7b=CZ1rk78%z-3~A zt;3S!*KMm%mpb?=O?H22b02Gmg7D{{?7mbS9T!h=7U4)Pq~bP`MUa(VvBE< z38o8Stvx_tLVy47aFk%#&kMcOHM9fkUVB~sP2JgxRFkCUPWaPiLH}0(aV9UI0c(s} zF9xgqbl7nUHVpWGR4q z2}rPhQbSBX-~*;~p(9@(CA!a=0NT#!PKn*m+!s~UwC%bK=h0osPJ}K4-F|Mi^KuLdUESi!0)f;y%6BOyvC2*9R)Lc`J;OQzazLy07UQvlzGF+ z37~15lu8r>i`n@99^f^gp@Qy^+%=ZnwoCS0mSvV;tkiC(z#^QU({l{oCUvwaI{}{3 zfG#x_g#|f-qE!Q)9`GQ5_Olv^>BTJx{nG7`A~@jpIfN551SJ0+^+IxiCRk1!MvAcd zpy6n{%XID>Iy+g?uO=Bpj%Y#!kePY)lh?!8oLtypOs&Sv{`JKS`3j5x|87gCRZf7h z`e)$L5fuOvALa|f8b?iE02>!%e-R$1dxP3Eq)_u^yde@Mc_Ks$N5_nS0mo5dAW1Ak z{0;B_Zs(~=(Cv=`K4X0aO?q?$tuQ+n5hSTnU~U$^a*lx3HyZ<6f30$12%#G+iH_b$ zQkBah&;frB<}={q8?e`8!)~4%B0V((QqG*RoS(;JR7-mD1RMbd=yFVff4C9z_bY!b zc$gm0b|Vk4$=#+%!>Ze*`v0^RF74v@5LZ?(PW1PEWd9qQyl3O|(nsbb-WB*?3<2p{ z0$47RL^e@wAsgb8AYg0-1ch|c1X(43502@a@ zO_P+Jo2BXTxt6y(4!zdK(WUO2e?q7s=MF|m05jPM^^=sB!FX#tDYbL>%)c)fL4Y*o z33x)|S5!>=Kzwl$A1c!AA|(SL`9#z?k)Ael-?DQQU~(HEVMwm6{oBvS>NPldeg&Y7q5vlGy zV#7!?X+V*`UK_1w4*(giV3-IsLz6R9SAr+uqHjxVimLz@ChE^ znYuQjy2Gon516)z$$EFw@-i@W`~>q)fu1=bfnKxLlZ&CT?`}~+EJdg?z`hxAoBuJJ zUgJ8a@b_^nfYKr5g_B)ijWz_bu&HNaP;Zy-l6Hql?ntDDo$_I#c3}jC$lCc<+ux|}S zps$HM`+Cj~fN5ed$^|O|*yo0YB>Pnm_SHc1;rlu9SC$Rh%`>9IgP0xylKi zvex*GX-*vKZ-~UazgQrP%H|id?6n$D2sQ5XZQNx~9B zx627Eq0_#DTUkqpQzzAs%gC2k)Dz(C>0FVjUAV9;USst{c)k0g=OZL2XxzUmar?lH z6~`u0EMur;>$jYRGedb4vO!8LYCDS}KO;Vug7{qyBk;Owjzs}_t+x0Tv!gj9Y4ZlX zjbeo>dBvXJ179)Sb*+koSfF0(t0yfXFxD~_UUB|W(7voyVt|OA>VP$?eDP%D$0Hn8 zs8P3i8s@(xPXHlJs`$q^Evuvg9(jNuRx`sn+;&K#{}k*k0Irw66B2P8pI_;s82QdX zaq!tBnmjCcEC{6InrGkMd~1ldo9Ag4^!DA{)1)Q&U&eQr2d84pdVw`5KF9Iz4V6() z$e>&91YpJ_-VoS9NU+>`*MK!%3{2}K^yB^{n4!!QLNxm|=H3A0ei+^b_B~(UWhE9j zP)0pdO>{ZcPM8JT*Fm?xH&Qnkqh*QavB_T?068P33m-OA)NX%Qc;?*IFxIO&gDz-5 zw%4~X^?~w~{0BsIbsyLtr;d#N$vzi2WzF6@6+ADx|Cw=DbA~sG z)$V;kUMjf}l|s|*fU?uRRpe!XNw-VchxSjp^TbneBYj%%TwGYg8~q)DyKEXxsO8&% zRj*wdlRPq6^?m`=M*$H&^N_I=S(5-EdG6RyMK~=N^;2JzCh|ei8?JRW8xhu%4G^Z$ zYd0%Y|GPS^C)YH>JszD(B|Qzvvc*=(223-2K(J7a@&x4u>E2}hQuwPbXDDBM3a783 zCOkuK-|K_d&A6ul8lEW}>4_~;X)7DH=Sq__&)5UB3Bk$ot^YTCaUb4Je5m z5pftb2ixCMmRCC@MDc?`d_v{7Sf-J3i*`n{6JW7GEzkxF&os&;F>7p*1e_G0y3J&bmgXc!AfyW=gK~bz2gxyN!)}x@?W82sU9Ch97 zk8x35FAX3#I+Gqj;@2(owH}xRoH+Glyg=%YfGo!8!zzHbU2k4O?!mfV8Z-fb_R-E# z6N!mu_6Op5{*<45d)?`VE5%a>;PS0NqpX}M@V7Ut2xW!8wmobMXr~peqs#8}7>p)9 z$Zbui913BB*cjxE=v=>qHXH2gwMkNwYdEITD9|nv6+%C77`;1kOHcKN1Qjr|p}R0Z zMNVMP&8!HTbf{a)X{e%Bw* z^SZ;eKIi8=kK?@#xz@_q>vzuyS`LP-_vha1UMj#8I+WW{_&2>C2paZ?n z<}!Wb_c2d7m6Xg=?w9e=gRf2|`j&?guaWqMCW$?P|MGc=e+;SZQ7oIHtiL_|sgK%L zd!loY5z$7X(%hMI9=w+Z+1bH;l=pd9ZKU^X)tvc9hqBCO)l3^Wi7>O7Der)mnWFHp za~F~ID?Z$kq*bqAs=3exXYWf!OqTq4UZK{csj`^{Il8eLhc?tqMx%8Ywa9_Y7R%tk zpGMXK3V3*FYV(@=Mb(V}xr-pXasCT1_`jGeZwWRFrxH(VOwr*bw>)>j4 z3O91xsC2CfrCt}it?IoVbR`D>)Sbow^SwM=`?Z{7+r9?Wi;H63fm%9^UNaj9?9$eO zPS6cb`I0F=v1}C&z@b*}LPc6Xv=;-{L^t_=JO;e$+esuLoyHsKGkxb@uLo^)1GE@I z_8;u_#u&C_v?tfrIpRJ(Upr0KvaE}u(^7B@p6GULDOsA64&bVR)EGY--#vWT+=uml zx$~MrM;CQV*_5J2sGJoL$;`n;Hs%i{P#>b(Lh@Z+v>-ZB8Ve9ZyPX$EdGw+syB>I&&0@|9<7q_6Qf+4aaH?#ZEMfyusfL~? z)m^>kz(%2%0SZ}T`g0!@vW%9$e#2Zf(sTFuz=JVHU*ZN7XGKkid@=t$3y9HBa+f}rPIuk{$A70r~?^6CX7;?{;oJ-qt;t7`vS8 zyq95gmOYYO`J^)~5RrpD9X8p#=SVMfCWkdMpbDYIk zbzM^*j`lP!{ACKmO0RD=HTzdcgu$h%Z&@*;s=fTliSLI;a69VjZ}73PT-l8s*!|RK5mY<<}?0EY8c$E zi0ksOH~sE9tAt>$ibM--$h5t_72Gd1-P3F^Qt411^NWj1Vwdnfs11C@#8Rv(rJSOT z_pf39tKRnYlIMlVjtBahM>wP6I+YUAq$|JIv;-Mdn~bWPQ>Xa2(#GboRf>&*o% zMa@uA7r4tW(VoGnj6I4hz<(tT65sT7Hguj5<80R>MaPINE5#}sNOu)96g!iJxq{u` z6R1Ux+fITrl)!rk?Kp;xvB&y5L^#?{O z6J$=w-p0LJ17E7;b;TbSTzxbeo4;p?J@PTUExzaT6@LYKhbDPKY@zJnM>_`&K7Rgn zbmMjo_V@_!X>+E=nY`lS>ucGiI>L*})j2>ig+O>LWOLr>a##Wr0E zRis43EcldAtWL;)QOpKCeT`EL+n|_W@n@24 z7WA~qVwEd+Nn;2{9U25VeG#2}yMZ*+{k6dKv&EZe%Q|XFB$8S5o{8Tn+ZG2zE9R9Z zLh=k#p2n@bDe0>lYgEtbNc}Rc|FAXa=osTPk>zDGR&hORnSK)GQmWOAnU^%Yo3~y} z;2;5{H9ghn%&%`!T$FIQeBdXwbFIrF4UQw#>Eay;?N?x{n>>>|17AxbPLuMQJ~*)T z_x3%EfnRSn^W~*E3WY}?Rp#P~mn;emWJ+w^)FTjZ`OfPdv1O)vuy-JrbM&C)@(S18 zm9s(pQbpLVn2!c#(@MtLRI%f#hpCqFf@G7+SN}=RtV=x?0daDt_?Yr*qf<$Z&+J0vu|{d zV5-~=xp5P_@`Q*c8^F_j=ynXy{IKGt&Aa8{@VIf4#qv|3luJ6zr)lZJ3(2bj8;}a4v4(WU82b%|IBsCg2f15)^ z9)Vxq1s^QEOi8Be&5On6ffH(7c$yb`nU%;8|`Pj%%yMx+ii3{vE^yL%f$G zprZ7JF(Yu2|4vzXp)z>K?2~QruSwb^rP{=3#pS(wGjbAF_-CAVqlhQCnpMzO?ZvT2 zE>4@OxP@PT4-{A2*C?dNMGAC)^BP6ePde z0xwG?PzV>N_aQt>EC@0ku_0$@e5x@**jEA+E>%Fx7RC4`-xr$O+u6{7)%&n?tULCK z@!4@3@bOSr$@HYjA}5{=&B(xWv6B7H=$rjzGw;5t~@j;n)aj+ag|8&ux5gZ@Q*bl@Ib;^4u@bOLaH=W7k zD+#ZSJo5|&1lgpy4{aq*5Cjo_CAcc{lgurqPQpvm_ud9`=Fq1BXk6{{L6d;?T^P$)6Kja*{dD2kTI{<&r63_ zb7N02((ZPP!d7o=5P*1^boPP`cE*9NAy?!X%6C46P0a|l6{W4>{_Z4!E2Y8B#g)bb zpQ_NF^)F7uVJ)@zbIGpNN%)FG8ZEh)5$}%}8hdF7%qW?h;h8pR05NOrK2|Z`C$|Ix zgq2z>Y4`JSLKAqqPuwR(7?HQ5qoNc|?`*quC!{7|g~E&-c3v8pLV-E0qE+RCpx_RQ zcH_QtTyE=7qH_D6zuW%_Lfl=Y-`DqjC((t>p4bu$qr-O(hZ{J1p0lhjSfPRYkm($A zTRF#rQD1Dr&x3rz^Faoq(CrJIfDUBZB_DYwGBSO!slqDsx`5yh5p%j}jqda*Xv!Fm zam7r@DY;wQ`+>aC%0a1n8yEBJHg7&!o&hz_PLE%iwL#&2p*2n@sM$9w59B&6wHs0* zU?S2ql^&PhF12x{q!wu=-MTCT%;r}t684B4l}n(LL` z0gOl+JfFXQf>&BNUo!XcfmKr%#I%^6Wx%MfsOj~_SC3!7CMg!pv6k=a&kVLZBEqr?eCsH? z(8?84bMnTCUNs)8LFb3LMl*^sCb}BAet#+0(XB67o~Rw5K0#i#K-GFs+*jki2kF0h z+p0&COz*xA9dM-2?j^;|CJrdyMbrC&XWBFX!Q}=%YY%%;5O2qMOGFp8;m&jFb*DB< zy7l&)SrKtgmc`Qxz~odB&T{<&1=n59Zk_y?H)66@-}y@~tW;yAWn|QLZffhv)xN*h zqF0gY#WIFZ&;8JM^U9sO#WVKlJY9EB{`RDzpjPw7%Ui3hFY=${2T>y-H6=7;YL0Au z*#gyv-8MCe#~$A0JrrKxo>0;AtNFdAo~h<^VfixC(4?ac9~i64+xN~pVaYr5T4kZ` z^3&YmZ_f$-+bv}@H)VT+0&i+dpaGkzl>7F)Rg9xgKDGzVUjHHP%Zr3z`ru;Ac-Sk7 zqoWw6-r>vMqmN;EX;dH2o8}BsV5r-&>K5;m-^ ztTdi$(H!IX)+HyK3Cz`h(-bEhlb)Heo}7rrhf*#b5v%)AaAtUlre8}ueS0Wum7VN6 z&GkX@t(=T2qbIeS!|X8aS9RM2StdZGFUbvES{XA%L9vxoEBfXfyL&YP=GuJ^dH-#| zIq=<9TT*C}G!ry$4=u;x z$*%Som>{@f-OI>^V2^KH(yL9=>5#U)@YK`LbD)jXd3AP$-}3J+PgP&O8ZGv>k*C9Z zUx9=vz!vhs_2iO>ry*iGhweLxlna!{=`c!UmdKo_vRDF0^jM{ft%%>V?;4F0e`tJ| zSTtX)cgvj{8?bIo-kNnw`}3^pd2SMr`e|?BHM#lUaFg+7%DvOm^L#87OK`=UHyd z)=e8loxjc$EaMyg-p(JcRdHErV9(!$nxE`)i*6&X|KE8#;+=EbgRgg7R5eUaU6q{i zGN{E~o4jD`P5jG$F5cI9oPA^OGu4L*yi<{pY^Nk=8i0BU(zz!HS z>$}R$H|^F55qp3Nd(d}l*sp8psVg)|84|DL5ynDDa`sflZQra^K1q1A zk`YzSQIcJ#<;-BT$Sl#DSHwH<1G|zn{LWJ1K=!H3Tg&oh=(uT2$VF|R_O42`cDu6S z!;>BVq^x2HvJWV^Dm8uVNTFL_4l%+pJgU;Jk+4GGL11$jS<>v{w31(rswxj zA@7Dr`H3sOoMqPE2T)xwBkZzl-qgJnaT^<+jTVVB_PeJG2oG>fg|_UKdbH$uYgSz1cJvuW1aA$=%%8Hh)hqu4U?`&q`Z1mS>HXa2^Ama8f;G)zIk~8& zFY>=0eO|9>pB-TuH#`qX6g$f6@TjtH^lS*<%$lg%xkL8;7Pf59nYsv#8@FL5WsQKi zTPXU@H^xPU%d0|W0UO}pUX;&?MtAPL7<;luJnV>F!G{`FB-ewr*1N1KJaO@!=%xId zbU*bHEr`NITXHa$FN#qi%llPbPcrzKl=}+r7_I|r$}MjS$yx?i$&V3+Vuw}VKZ+Gv zRD%LjZ;hd{%8^2!Zy|RP;5TR5YG5Pt=el%#+^nZ|YG|NWO0#Lsz}`5GZQ0sZ&7qZd z>>vhNcvNrZu~_jm@zUM*B{&;5fCUr0GPNgXvS_N6(in}71JY-Q`2Kcqm39*{fDTrp zK)h@050ptCLIBp?T!oI*T+`2wmzh2zu)m{o6fAqxeF}|vMW*v{Jttcfj2%avK_;@C zHkZe1-&HA3xkda?P0G=ubei#fZAp81=*IKJt?T~Udf5zPP*CshyYVSKdqq_ex@x_% zwpgIHs^Q#*E`i{yk`v2dMXLOyo4AqV6}D^^$t$U|L#NU%wCjXSH1UW?eYm^u1o^;x zPJuc}K!H{5!Qg8HtoTn5dl8n;wXsfDY_CZwlNF_1+>S~(8CJVgW}s&iI_7-SB6dgJ zKRLhirY%6jF`tv++-;T*i6U9fJf{hBxKAIs#1xiR81sR+?b{q6b!+i|J@L917Fvm| zWZtF^)cn7G$PN6jhZWvB@(hxM#?9o8q_gNWF6r|R^q=U5|Jq&iS3`KB(VSqO>MsdZ zqJ^Rwt>yG2GrqvM_{>7ft7FNSK8z_n<_@Qy@!)6lOK2t7%@i8Z4u&`xEk_L$sauL> z3kn{=uAW^vK886=2@boFk2ngwe5_a>8Kd1}S>}Eva z62h#VvQ7^=T7Ae&BWM}|*n|2BORfmMdij#v^xDUJ$6uykW*7-XGDk!=ovDM`^oCF5 z*iX1#1ncmZ`5_xbR&d;h8$3VUAZT1A$uu8#B5}DD2!-v>a!INOTDTW3y_F=)Z0>}* zHly~>i!3YWVM9KX0&=ki-@Gj@!4smEE)Sm}C6A5I_$$0o(~{K$imljM8hV{f-K>l>ce?{KC^L$36nH z@vky+8$zrWzqP4U(Pxx%035msZ;GGgsL>M-kLO`PJBgri-qb&Z z8n+`JN#I!%yNA*F{XaE{9oODX;9}oky^##syau-_RLf_&-#r2FgAq*L^(Veu#V)gvAi+_5g|0Uc zOhWk%in^j2?0d8LdKI)9Hl%c4xx5?0LDF9vWH?6iqb=NY6u69GoNZayo<2OW0RU?_ zU)dy#aT-K3(~k2k5kTsGgsN$s$j95d*!{Tc?@|&V0+}7$fBDDowXNM`5+-umXz4mq zGuBQ6zVueJHV6QdV~NuW;Hxdn@sew~rlUHb*N0SZt~jUP@(lZMiEM`q2<# z&EMVT_u8H!UVk`NEhE(5C2!+UkG6*cERTT#)5}^``E8%Pko1j|Lm-j0k6tvS08n!I zS?w8W?oTKaH7c2mhlI&<-a89y)$a4%nQL8_`W~=>2`zMR2oEX}(0S~3V!?0i6wT!) z-K;Zx_g(1IQV%Af9n8!){mgAbM=EQ1Jr>#|-ZDn$=g4WamwHu$wSBgq=I!7xNF*Qa zts35I651NM21xO32n9c(N+mn2{*zoca3H|5sk=;keGMz%B_x z(3q2^l`$&v@FHB&vt@Nli%YQ84`yU0!lRR6{ z;(}9p622*tL|*-a&VlXUj^Ld9(x~Ux3`jZca6fFaZ(m&(?Ueovoz|BMoR216Onjx{ z0Q>EZ%$Y8t*qr_IY`BJ}{6X53=DBm;?*KdVMg1w9!-fGG!uzwBewK2P6aF{ z?Z;ZK{A9&QP%pGnRUn_*Nq7q)d|4_hh$WTwb=H`BTuyDTvW=`x%D4>E$vUQ25mz7@ zv~6e>no{N!24@-CucBAst#_8E&X4MM9W8O*h~G{MX-gVa*g7y8OaMw9?2Oci7fL2A zQy32$w|)|pf3oK^g)?6?|NISUYy1&^=U3%LrJ9EPS9O(?-ZvO*q!L3*Bce~gQvaXw zFPbwtaQh}>L8P|GpACD$9xVw=dYj*$^_-2*{YG!?{0sJ z0TOlhH~Jkc%lS9`xyxi}ybx2R7(zj(Aq;|o8&zdG4$R}iEEvh#@?K0F1klQQ#lk)^ zR7$Q0I^0oOz4GlxCvlwJC}4+!*;=PHWLn~w_%ri{RNn8>FDJ_k0}%zX<5UH14zu&w z!+4&(IN!Z`*Vg5kG>k9 zLLWusD4Va`8+FgPUdKlzKT0pw-_^%6JwiEJ<@p=vn5}_cOQfE|7ZCxXE}ZJKWTx+izYT>bkaT=gSih5^eW{lX~n+UDzxM&~AjwpE@7Jrvt*XEMC313&bR07oRj+=9g4Q%ZKI^YgULcB^wR5~-_oE$`Xm6ChE zSs)O=0y~Rtf;C=ghQWi?I{D=Sflu7z*M${n8@cZ9a>Mu(>AEPQfKofCHj& z{aMdRN0z*7o;HxE6x*YEVfh#r$tA59AT`Uhq-Fd+O;p0=dy?=Qj&RP@K#M1MEE}Xyn)9D` zL+_qXP%80PcTYU4ysb!`U85}q|4o5CzW zwiF9(9u5Xm#~g-W6)rI`aU^XlGa~%T!cobXtog@pq&r30N)gMNt#v)EHH<#Growv+p$=}oTOUH}VQsPv0D$OQA z71mvHh>efwb&+yY_Ci-J_%{a$p?pgSY(uKXA>2@LG|Q{W4?z>y3r>jD*qAf9+^{NGoWY z_H8aiWrI*Xo$jM)ide1fkYuy-FPQ*PrFn;N_GQo%I7jePX>JdbA6@$ri|naUS#HJt zqgS1tQi2NvsBOa^5LjL7X)sw5DL|dm(@yK;%R>M$vvM+I6;g%i*^T*k-=UNEHcf`8 zLcyp~!Jl*V3~%g>L}BWt_7SZ$dqNPjUa#mj3#mWdUoSPNwmEd%)lt_&IU{5%5oBs< zav%fO`0+zPm7vRf>&shZeX^|O8M)8*e2fMPDUQ@8P!wG8tXVfE!l69+T5(~+_M&at1Q=TGfKY1rZ2nuhPYUV6^Y zsng0NF7LS>%VuziJ=xX!DAwI!hO|qMdF8&(Ai1RYM=%I-SH3Q89_FN`JFNF>ikVnA z4mq)i5cwG@ak)e7N#7{GX_^t0&`0AHdLzfCDI!x7a?sES3I7RI@CTw~SB?(i$| z3$squez;)We+aGyAt`?WET3o;#g6aV;Pd1n?g*xq#l2?eC+p(&mhb2j7yHUTUtLP5 zB7AmG5Ix5YvDEg6Z(>W8dN9J4ppdEgO-> z<&`9b_v7|8pd(sHss`CXauLco3mF|{7dG=RyO|Ffan8|wM|SSZJQ1JIB!vLtP*!bb znU{aEDh_auWDH@s)@bim`lfLW_fq9|>8>sOGpDiJV%!=5j|`2#*^y*rGP9XFIW}kO z)ztzs%7<=8S3%)8aw;!DJLI8AZqUb%sIv@@81cJe39j2w&h+EhE>U5NYb?(a!MnTg zD$$~}E^asf+p>#?ED&2{wd|3~5fl)PIT>FAxQtO(%r3i#baNN&-1D$=)uK-I516+V zN~U_v2C`LbVwDPH5-H0Ht+o^Rs{Ojcm?IMTN@!L`>JX*0whSsP$g+8Je&z9jq==d!XMx)TVes^!b{}k*3nb}v7}5)rl5E#SFfVu_3X;D zM-f1C)RIjt_Jw*L3z=A6p}lUhY(%lWz&^gBMD15T{(54j;Yba7$?tmgE3vWl#{doX zpD3Nf)SjUs=x1`>TY7*p($K+n?=E#&IYV$?pUVAfygH&w(5T z+562E(Y5npQCQqZP~h`4P=p1+{Uhe@)#wE!HqSeF;MDhX^9LfHD&Y;X)u-RIy6`yR zrN?>pvdOZ?HNE|%>q&E&e9gDNPQY5b!e{%{TG%EYnpf)a>*>~Sl>ML?K&I5c8o&QK zwI?=3?{y4z)((SMckz#ZFZg%r0+%Rx$RwQn^Tj4|i3R0*mlQ63(JJt5h-3h&D`8Gb zL9BFvtb*qHyB=G37g_j7CzDs}p%YHh;i5S7JNE2~%%V8n4MbrbybDdZ<)WGGe>I~X z7!8GdccL^Q%hcj$gdmfqGS+wPVQUUy$E;hrChW1wO#AoS1ocTy-aJ> zJ1@5LYpEMa<}+`d**;u2+OK1-J%ngwi@0i7`z)!$npaoI6v)Qie*s9Njb^4QTV}Nf zy)G}VXX0RIvwIVV^PGDwp8m*Dg~tD@ffie*9k5GT zLif7HJi|FFbmGW{xX`~kVW=Uk4WhX8Pj?@gpQ#tQ#O=ZflgH>)*me)=w3Z;W`Np?n4Tl;%tll|8VO5FwPq#`wz7otu69=H=onzaZa6`;DzZz|6%e zsn7hSMPw88-br+2qYV1Gf!{ryY>3hs`}pl=geki;oSzW<05*^Y(`@o+{3ZRWYlQnT zZ%@nQYtq0!Rd*viB;eX8rpc5>EMY+Ymc^=q{+x!H!8}}IbF9iFUJf~gd!MgKprW-! z-R|tf7pU=-C?G5xxkgdf$7($;v8&wdP>uKE_$_)|m^7X{!sYfiGhiIayfEPpD&=-X zB#dNggdsu||8W?4rHZiC>7yDHYzUBZ$&hJkF5qG;1gDYJ+96l|8@j?FAo+Q`>gD>q zX*6Sqnf_(4bDu#hcgZ}c*O)F|5$8UVqHi=M@0tlrRLM|-QZ}8oO+DVD*O?bE)s19p z7qpdKB%FJ)e!~8aTF1~{1C;yw-Q^h{m&7ycN#cakb^RzN{cot4U+0qjQ!XmJRN>|d zp1$^X zu4I_^Y}yw=!_{}PFWy9h;Ae(9-Kc*g*3Pc>6C>gOR>U}}Gb zIBWPTTF_ob>MIOdMqn;b7cUKopKKJquYDbX9-ezZDQr)$Ey}&kH;2-)9+len5R#OR z^aHhv#wtTIcsc{NF4o2C6vBwTe`qlekjuldS$#eTvs?6*@-&%^w-k%Mr3@CD{=R~B?}B?GCUChqa8RYBKp?$Dz5zIgHHkU+Dq3y|pcGDqbZco_JJBSF zbx2*61ujG%^(L7gDQ1FXd-aOA_mfEw76Gs;*c59{?D)>_%z88pL&^rIa+{|`fWdF^ z>TU#NO?8I{6~;F(GOCzlgxD;8e^NslU>gc$C-N-LTqxLjwWY#EmUp;SlhRoFZ=c?{hLG?sFnf3vqcxVx#1ynN4EOB%`|L*!ahy{ zcCBZ_rRf}x6*gUNumn>$>vAr4NF(-;c7?p zWgifOhZXi^g|fwf1r8!09+R$cD5eKI5NC!?+P9+jk(#{eJBc_ssKDiVbgw4pgxVrW zbZ_9+ztEdKU?J@7NFw!WUdJB)EUskAcSo%&eQ&7qPD+w;L4{AX2JD~wB|-s*oiI2T z*EhdFBbt&vG}q3-0we(fYnPW-&IkRVQg2j#nhoh!AFA-QwtvcV$u=y8HIt8T(EgZC3oU|rcj>59Hj)~U-CDrLD$l_Ss3`W{q73utS8^^!gc z>N?WM(y85QGzeE!2G2=+T6@54hhJY8O`$Z5ju>j&6)YP0oqOerTDLw3k+9l?(e*ow zJn;vc4mSNFXQkjiw(lKi@M|DVtdGAcMKB+tUKI|>kuKcC2&~k85D_nGk&a9?+i~GT zo8aT!#V7A}6#Y!3P0+y=LRz!U(Jp@<2Fl}d*E#g#gQBmkVs$5_gnWXy{6%&j86>=% z64R_!J(?=-_Y+B-+Hcx^V-I-8B1Z=A+*S9!nySVhdb#C8%$K`p;nFppP%fWu$iX<3Q zMn@Lz$(Y;-Ayrj$F0K2!UJ{UCid8~0$UZ^*P*%ZbO3f||ZCLBXjb zkqS&xP8Pn?h55(Dy+T!HbNYNhT%LH%O+x;a?T;qSfj5jTY=t-L<}fp?+w)pmP14Hp zyBSC+b_$5*IW;t;xT_WjecD+|(>FLBBtCS_nRB*Jz8VT11ry2n3=z~B9hPY8wC_I}x^Nif(*6?+?+E-Smkh5)q>n_`AblDvE96&FS;d6Rx@%&S@n zsH}C$d~-}vl2YDXnHQ`*ly0Ydgx=CUzB2Oa&XqJU!KK~RYuXx>**rDt%#<({mYAP} zD`bIDP&syt7oNk@VKwP@bH0kVC2{=aX(3`w^IUvvHO`Z?Zn%hTRsYV!Pn zlK8{h^`4r+giI$6>0T*qmb`f>MS-8ze>yQi(Uh}PMc7QaI@9^dQ*q)S=($7i+~Iw@ z3=Iw6tg8`WWRc!PuU0ZC{LB?`%?$wiT#sznbNnyUm+I)GhoTS4jr|=neQFs_)cpsK zY9DN*D2GMwK6%~Y_TKlez4l8Jp%XY z0^F;maqssvmcP{AdmwDfJK`5BDSJ6%@A3^t-$ZfSKjOXuJ^ud8*W--dmbbI)Eth>` z+bW@G#1@SZOd=*S)zTpx7&yze^qAQOERTJ4i9m4Bm+`V=(Lzl@=H?V!(sUu04_y_^ z4>GF*mIE|&tP};D=J6}bqSEN3%?m-gEASB06f_||V}MvFG=Kx4u}I+nfcj;)16B=J z7aXC6=c{Py88lJ~BR$xN(>(?65PjsCksx>b~MqWQQZZZ$e1LRNjq{&FaKPGBPkMvgNd@|)Oc*O z`Y4!K{e396Js#Q z{tU}JG=1`IiiG76xleSM-dS?!V$)AKvHXi7P11h1`e$I1NFLQ{bnewkxwKK+3wm9! zcYxY(I$=jM^R%O(v9BV4gYMkgjW;UPyR8N>0<=D+>{ZLCcG~2#*{qgx>7|rwN>Eu9 zn9uqN@n@K*@0AwLKLoD$HRFpwTE%q=J#8QqK;8T(0j0UulD4R_g2s>LADKg0}TUKOr@MJ#UCq`a>xDr1sq_ zqX+@FD&(C{WHjFXCv;b$L!5@BJU9()IIZuV4sokM63f^pp@98^Lj)00 zInpfTXHq42w>>0^O`sa9&jrU9Wh_b^UbPnALAX_w4&q|sy2YQcHs`F;A3i$6UHa?o zU!iXGK-j(%#)9ZWmHF9zj(H|5freaaz2-ck3PKcd!&f4)hK|=|Ct`qM9>0sAQ+4o7E9x}x0y&CL7)b4*yn4o)k@AcD|^Db8)V~`iJ z(jYO6YO;kqH+kO>1HVVfyT2xEnJql`?iDnC$J8n{-s6`1vz_LjS2{ zzZQ3{XP8PW>*~87-H0Pj8TB}d|Y?u4D|J1WS;}EU``SpsDU0z?uyRjFG59u zW_;-~u-$x}0G3U4q-??FoDJlvw2GUtVU>1{BqJjk$Cjs=OQw7*FG62)<&R^m!RnQ( z4FEbsMSgdLuNc_|V4n?uGPe`7q;D@&5%DOVH_9T_()fszX?>DK=_}0O(a@9ANE#IQ zt=0GuzQsJbW(DBW3B zpnA4q4;3- zTX_!;xrJjQBZLlx9lNa|e<|Vn@KFDOR&2XZ^Q|!6*RX4MZ-3b-<*O^7L!$Q4IvrTd z@+r@UP=SBV$WpoR>mIalutK;FlqSHi%-edJpF+}Fz5c0s_9d%7VqGThVJvN?p?D9_>63(tQo#W^?!Z`Kv+%(Ia1C|>&-P@zcq z>9V>lwN4I?3PviT^Drp&K(Ud464wa+y^&Ls|GZ zQ5=GCCpqDvi)=+@-H^}=P%p`y#+qwlS=u+QQRoz#ZH&nX_>xQ zrDoc?a-F0Ekljt**NoK)Lh#wVXQ`u#On^gV{w4LBo$R z$fsyJQ7T*WjPE&8v1B<-Y+zVvO~Gn85R^VvmAS1~Yrr}ro4N1m5{D7htLtzXy#7kh z=0wF$^Olv_D$CM&w=GFqrz=+@1-@=ZW=AI zZ_dT^`z!8!W8YT4V)?WsRk`{w?X`DS=}U9i4XE5RrY+bT@o{gMfeWwVq<7GJ|B_in znZz1vmi%-Gf4kK)sRt*#XTi2S@-=1Sgv4li(+~6ePd$A>CUl%7iIk+h&33p5<`6*L%KX`G~HU z2D@pIjcC^Toa>SHOP+V>(MDIIw&>oaomLw>rB=8^9hCa8IS8z9#bwL#W-V;_W#rSF z;mOID7_86#n7fasa@M%7_qKYT%GGFVw(u3?K z8aNUuu*ltNcvynby6AnTynpfU_o>*uSaF)UitJ4+?sdOWPqYq`8K(Z&1t~NUtC+GW zG%%c{d=cK-pPiwPGF=qQKkK?_^)|?CVfOx{I&!4A%1$R=L-|0t9<6iS*R_XhMzr{=AhfK?Q(Z|w#(*!SQM|R6?vn>dGjv*-EUPd70$O^ zej1ibSy(PF=O4=0uV@+XdHU~`)1ueBJvBLB4aA|ic4R9GuQ7JZ?;;HxpM!+)p;Uc$82abMh%OHYW-9oD#6pUjHcJQ`w&N zT~(_3ETkc$;X% zA3XV3^(v>z(-v8Cx!k4(QXY<$jArOrLt$0RzauRJPi+22_-_~CQm+l%>^E(PWZ!H? z!pdn;jqA6E9;&WQfh;k7ZCok66&o_e?+D zxvh&@~hROk}dPGy15Jd$?s_jL>!~SW=#z9Wm(3yR-E(d!_dI zQRTtMdbAjZ?qA5~^3g9n2fiNpq`l+XJXLM|63ZOU){u}{2#O6Lu_B|rY>vi#hfoc_ zJUij>Njz@%fF+RwSZ?B8LDMplJ*xNn6gOhei{4Av3m$Loxy$n(X8{_2y3x-wZ5Xh_ zckbf|oU%)5DSN9fD0^@0_qe1l3!o(vkK{g1W_MvF7a1et82Ipp10F~LZF&@`j*m_c z6BP+)bg=-2T=gP!B=B3^lRYQzq>g|ZsTF&w71^5 zQE}{_ybcEMTz8SI>nKrK+80;oMx z4V{aNxw*Vr#8vw{6NjWvuq$b-HPO96_G)JA^n zByy}O^_FR`H!Jv?x@a1TMJc*)r@&cub8(K!mA^mPlF*d)uHixR=2kj?q&xm-tHqwYxp{MX zHYpX2veFT@>H2yUZ~2+je66;H)Q-7?(euX znL~MWPJe}5i~VH#=ZSr>kivr^x$VbZh^u6cCNRw8+ow*9{exI;z#rx5f62%H|K_lX z?KhD8i32kp5{@bWM>g2Uo|h!Lp=QQTo!NyYYPJR3-RBJlp_W!{46Hl?nNfTCndbW{pW zXOH3taNj~6V}h|M`z&L}mH1vE36EcHfvBKaiY^!yPc`t-D2J93BJhJ>a>l*{uKVjW zoAw;hOV2>nNRM#Eo+PMuD0Q3i>#F<4{+VgO;J`Y*o%Rt5YcNQ*wt&VZMp)iKTvl)V zVqe$+>_$7K5)4U(fdeS;Cx9Ai2!gCcQHK_?hI18f5YhKHwtUZMxH5i-(r0!0wTbgY+SR&ehiMQD;nmZqQDl4QBm zvV82fNp|0D0*3)YJPu=BWRoTZBVlZj|7{9U>gePCw)K}MkQNFJXf4_y8+1>$KAxj7 zEck`{+k6-Zb!Ou!q?n<$ae0A6!eK=fkWy4mVEpSImD)Q20R^^N) zsf@OSGDDfMzn)Q=@Ys=+Ze4vS5VD2Q#|-U+;Kt`u#TGnu$z7U{J9N_HXaAw;D~56zVOvc^~TT8Hw)a;Yi%xnl zmFH1XX)9j&zy5@q?XJF%{1~Kl11i1lu^`{rdktO*qlrdR6BU*|m&f<|l5;xzWr%j# z@Lzrui4SUvib=P8j!!Td_9sujCP;9PcdI?vuvS*@PjR8>o(}!4K60PhM{^sl+iGiH zl+X?dZv4+4x?D2_6$*u3Sgn|;fsY(b-jV;danu7^ISk37y2Hl8Zk(Z^dGddjx0Gfm zR~;&W*?zmb1y<;Y|IZc&H)9PFGydcwV3ci2zEsAl|9N-F&>*2-l1*&|Nz7`Wx?*%7 zMfO?%Q_YGzSQ)ze;b^ZxUk_!101rF@7fU>R0yO~DqH!pYsKp8XZ*}cwwiqE~GH!Sh z(gGR~G<^+dAI*w*ns zDGzp8(&l?KJDyTA(BkVsRvE)b8iwEQ>5!xwpn9~1>>FG{MwyY)_+P09Tkc6EiLB>L zA~6Uz_<$kGf>C@9pf)Ivq@CiE|69Ll3ueu+r+E+cWuuM-1mjQa1_+W1MD{QgJc)@R zDuNM@LZfIv!s^eNP>CgCb?d{FN8hL;RPeQ^f3<8_V^`WMn;c!B_@wT!p)FN;Ktsrm zC2>j&00bGqzP`vopNbI18^`3S=}3~I+Nlb4UKK_5lJafS-y9IqSDdvuf>d;Eu=!L8#g;h z#6aHW$G2%d0Zprxe@8_A%qHAkQ5k2DBod8NY`A57^g)JLJ*25OK9A>AyY)yy7E7@$ z5P+mDjQd285u@86(fpu=DM*-P)BL%lGL=g^7kX#*pB*=~PplEsvT^kO1` zFAb0Yq2t&58|SlK6;}FFokme7PdF3QVWI zd|nb&k3Yq55?u)AGaxx^JH_dwd~nH^J+E3o(-q)-Ov^3$zw;HcFI>k|=OnLE@U0Kb zYR5OMd19KOMWM)Kjl<6W+Se$?@E^)!83UvKU-Sr=^0uP42Z0bJuAjVA4z)ALa6$szVS`tmj zJ?O_){sj8|{V-E}sUIfmZ7Yd}8I_>$@Yt%nG?eTOl;u8zJ1*uQ6PnBk>&Evp85oUT z0HcOEcBCvyqrfgTZ@uk|yj#0BwtQY_IW4^LCV;hg@Gi9&_=f{^&gHvng0&0@&!2xa zv=;K_q7&DXXf7*0&wi)X$sSi$;D0@vS(RJ}1lVp{3+1qykqe zt4GTz!{aPqSBHz6C$>nRr>6NxMb~adD{Z)XU(^eiOq#a9eBL%xkmQb_TC{%|YX5Uq zJJ-T~+3yK77}Freu3~UB=*o2Yg*g0VDsF}jRG&<*=PM%?m?4N!GM`G%6saBnRMKSnN`lk6?M(Tz$=Z~#92ibQYA5wAe*LpzzjM3RV3R4G}M4kED?2T`N=dr28Ky8*bvNEG!zL1Ym^HqVu4Lu|k87nz1 z*zkHts8V!?-Y$)$(GbXcny@?%{e|7`SZ{lox%Or`21B-{_&5Nv47F?;{skrTA<)ch zWs@vc&@H;XO*0iyj%z)gP+`#iDx<{#YJ-i;Q$Y)9b|3zM?&o z`i~DQ8RbZ7z=I=osmE-^ZP66gkHCj^l!|&XS=5qaL{4kw{q2_~ab&y|);!jJ|25cQ z$LP}f?b=@dSKXX1$Z3x}t!JTk>E_OiOFRFXS#v>rYr>NDSqa{Am(2Q6SmCktvZj8J zRifCC*K;y z6x*{ogJ{x9i@1yEO)4GGf`n8rI&qi%*eXC{&!IVa2(Df16{L|Xy4o;xO-!ZL&x514 zw_D;hy;R9s882ltbZYq03Q%m9uA0)=7<(7ZmJg6!AG!_{4>sJMhoKM_IPgCnO$sEP zOCd_6c4eO3VZ9Hvj)y1t{b-ReJ|88);$aJ!?K>S_{;j+hT~qaTMS=HYt)uF0OO_M( z*6Q~xGFnQtY6`7kpDS05$#GBb+MtRP-g=|Lw@`F|_fGrGzgN1R(>sxq5aYmKCQ%ZZ zvsfmv3*SxwGC9?7ds|N&4XWdMHeDv}Uvs;QJ;And@fB-PygtF8(%P;aWwQN=r5bz% zl_M$E)i+~mFRWS+He0sA!PjnuCJmTbckubYJw}qFUj*|4;LX>LO8nFUcT+-x;vf_| z8VUX6{8U3dqK@s0XK`M{U{nYLGNS$hIP#R!(S>2tdcp}aj2e*yWKCH1T?blid zu=}e6Y5KMINu0yGbC{H#N~7$5suifn9I5y?BTu~&B(?A4-9dRAB|4kC3&O1; z1^H(^%2|p6C;gcWzxY~&=N$)HQQNyhuO8uMrN^c(+|S^oJGT4W7;j*wXm(kn3QE4* z0$@%3#-eR%z^V&yYpX*|#gk7x%cLTYG}o2lf(yd<^d4H52(tN=P!y@=uX*b$7aI;ks6Ik84Ha}*T3P8QLmrQShwMuO z-sEn9=@x6zdaNOlK;hv~sU*&T3zh7);ha37%jw}OQXP@uwB+PT%CXo#DWWyfzAg)t z>iXD+9{xsy+ub+FT?p++;tjyhYbR}h71HAPCy6QH9T}S zE!F4NaZBC{3EyR(QhuzH1J8@V{XY;@`e^L8fcja}Czz zImQkWsTZznt{lSxybhLaX@wML9Xwg)1%`GI$MH_Q|J>rMw$qtapX%lR4|`u3RCU|+ ziz1>RC`brWHX*2V2x6fq-3>}eOKnn043rc>X_4;EO^F2}A+X8Krj**0lG0~g=>5F! zbLPxDXHLwV59j`HJ7cinAM0A{SF7VgIG1V@$j@gQGGLaZib~sXx7ok=Ds3w9J`lulWlwWTf_>N4gds|aiSH3m)6&?8OT(&7XS zPv-Pt5CVw+=p~;FG{qcTVA`vQ4UZ~tcpnH!7VIZC_rN9+4CC3B8Dj}roVWm;8NS?Hr+^mb< zFcABjU+`Z9E_A1=o9rVSq;sY4PXD9>coqztMsM}U5A$gx9p@}z!~ zrlAMiN(tdQp!~KV5wX5;LOnr_x9_epM1tL?>v{rb{=O=O zU2UL2>}j(qQ7ECqHB^C^Xg?Df!z6IbI~V$A3Od8~J{K&^(0OIyLq=8}|6u-0WFCM{ zgVuIu#a1T;9j1^a@V5t?)62)0g}R`*6^WCWxFSkMN05%w$%7sqNR!@#9w_g|WrlSP zXbJIN-j|SrbQpgf1GwX|WU4}(WhFJ7%>%YC=Ql0hJ-1_47jb>0H(H4#_Z6VIm=-LF zMq7MH{Zz_9(QRH?mAMory#97=y-``;ux_8j<#cjW)Dq$E=R zavuHH4c<+L@d@SSBVj=fFN^!_&;I#F4~3q%Z%~wGqiY<@elL$hs=_hmuH#sKS=c{c z^yHg|PG=PI$9)8^{jJykqt8BsGDIR_0YD5Y58!o)0^BVcO7j4O9h}Z@0-~lFjWW<> zHv{@;`x=czOpsO$pp%{6lpCxElLJUd9t25p@T|zg2_z3WWX;ewUVViJKXnD5V-c>E6IZp77V)dKILeM%>%#(#{dfv05SQ6?aevwX6W9U z!I^ATv%TeUG!z|3lK|^c6(bA+O?)Ur%?wscjzL#12q=aCYI`f|eSA0r8&jtZFA}_{5rr>JhMse5~;Ed02ueN&2feU2B{XWJRK$2Wm zE@zl%%|P~Q2G8NKubd+BIvuF+E_(tBaaLjz97rXXC8*5b{)0nMJNyE*9&HurknZ0m z>q{zM2K1d5;8F-dpPWxnsYY3g7eRG22GvRgT3wg^xja3W*@VMD_6h-+B8XO6vR>El zuAColz0WLcedM=p&IF`|Iu-%@y#DRo;T@ZdeOi|@L?>XWdUpA+zxWfO7J3#ax)OaY zp?tsj_i@gB7V%#*uE)xls7oUQze1-$7YRL)A}hDFEmqY2J%W#@kH6h;g5$I(Pt^!5 zSrP`kPqV3;RN5@*`c8%Cuq8h40|y3J@tE;(OF&Ni(zAt^&^cMN#98&-S=3n;+LG;0 zVuC{4TXz4=PUHfB$=lTXj}x~W)5uA@t_O&t`zfu5yPE^9qcMnC5I{oBipeVUE|t>9 zVPjgN1nTKHl{n1eD?x$3cS{Q7-(s+q{-Xnoh4HVAp6uafO4-ELSQf=?>xcmDeN=q*Fo%+*T1f8? zlF90K1yH82f(TP$a~ajUvVY#`Lcn*|FM2FnukTBfCcvrN3^ibSu#uioA?bsR)w45* zQrIO-MFG<2`;qVt_i`XKx*4b@Yal0Seno?n|5Fv54W*Sf=gDRf;*63nNc~|r76j4I zIDYTHo-ccQ-Re(?8ux?0f2_Xo;WccbOSV~k#X`{lO94MR#_#rXCy_qRapTWnP4XY( z{r}E^;OR)b&6>N1cAyZ5hhIauda?nKi zn&d3N8zY2ZrY2KpRqi4Fwo(#`?0FzUvc?^dg`on}>`h2}fDUnP&0K5bYb^qefxjsz zT`hpvF;xXuE|j4=st}Rq2%K3o@~i?d08?DEKg|g_D0%Wg;mmlYgC$@R0ti;&rM&V= zAGUiFmWS#giQf_tCCHPLKIIAk!Hfsmvot%io8(-DWZDkC@xTH&J%Gh(3N9A_lO2gh zGvOmhsS*v3_5dsx4+RRZ4 zVCFEkQA=%r+Iy?x_aB};i zF2S3>fM5pzC$3eM0`2KsoeO0HpR2kqc~Qv)Vpi9;`ZP#x@?v*ZI7{!g0Hw#xPz4;n zy#5`S{a4-<0|C;qHw%{Hu@q*nufRV(+P#L;kt2xH>jhjV$kHd@ZhXvWaD+D5F)bs& z;^%VK(MjOptX;Z|fGaG`JExQ&-L!-vM^F^a7!-`4eeD%E3I%A^p&irM{F!HNPcg=*1)Q;&4Ue9;zn<-^m|UH9t_cx<7FstUY0^(x+8$zX$55KG+X`+(QEdJdV5>+8Rmr}K zgW>PZ9>P&M0Z(TJM655Q!>AXvHjX;O+d!Ur4)m;2R;$VBy5M)cIcFOO1l0w!+D+fp zFXL!lDj7K*N2dNpwzU8qrKq)~PN0z^wMb7fu(PUARS-L6!bIgvBggw&kmLGqClRG? z;2T02{New?;Igm`dvlcJJIpK_I=yd2kSA6p{wl@&0_D zaVkbLw+gLeMOkaUwcz?RCNJE#++!Tl%kaQ90E-TYZi{ezs>Wdz9(3mPt=Msirq_w1 z)HD1hJxQ3~pBd*QCs{7tNfqh}Flk1D(BW~DHylaU0fJ?ayJ&Tug32pl*YU8#t~-FG z1U4Lg{pzv|)$fECmSA033UzDDLv33$%6$n|n`(#MPtXOK`h~V}Hl)$$ey~{73R-5) z(#_sG_RU?7;y8fp-3OQj8xX>h3Rs};W|C);=MR;v&uB*=b>G|86kmS9gr_nSWIoB~ zBX?NglN@BhxORCrJcOPu)(a`-F;D-dKIjLOxpggnZ8f}wE+$lM4b!}<@FD(D||T=kRuc$;^P z8l*mG1I0T*o3h>Zb$;gNMu8xph~9tr^q$?JmV_g0{(DHy{po!;>Nt&X&^a9SQ7vl* zB=^kNJcVrr&pqg=nt{A-hU#}!C(!K|5e9Jh_AiTLvNpkSA_x8A@mFm_M;su=z~7Bo zTb+0IuDxzEm$#vgU3c2$bJs4vgM#1XxNW{icQgluFIh{g>)Y%`0p({M3#$- zTl%NZSjCTE0GQa}yk8iCwvWb9yMzHv{tSYVemavGDKT9%ydg38k-43zKetV_)20j} zMJ{wF&1O;lTQ*%q|2;#<2 zR7+Q(@Xc(Ot zsjqw*H8sJ0-%;zm9f?ocC4j^%j)0QJfbJ*?t&1+@#`zqgptWR|vAU4%%UwM9ko={R zK`opOc)pU^t+w^dDckd8sHa_g09C%EPPiltjz*m@e6og{&LHKvDkDE&-wgv}_uggPh(gZ9ViaAzlOf!fA9i6K zU5rszPB1@v^1J2Mt!7r+V2LvV9s;2x4&x0LrH0G?zm7JZr>#D~9;?=L;&2dY|WZX8Y=a78rw%BCB6Gf24w*o1elvE|DTxh z|LZ=l!KkGzY1&cAmgE|Ai92eT(0GR*%~s3BHdal)zE7KfJmX@kYTd%J%no3SDW*1m;{ysZj2zvf_*Ds?39NkQ9DCCC_m)Drq&F5_nJXpnl#&h z4mFTQwbJqF^~3_snhL$$7$`-W{pSv$DS?DUo5UB(0nOb7P^q4WbjR~(f`sZM0{UXK zB~t`V0MNAaLt$6^r~pJ$Et=z3m%0s`fk?3=bp{Gu2r2ieHvWFAvfvs%3H@U#Jk4eR zA1q%0lRVn$91YoBF~F+C0IJ-ZpqCF=_ep_I`rZyv{x=2ByFVXGYhcoJgKH0*r{npDC<9fOS-Lb`yZP* zEBwQ|&?=zq<_OzJ1+WyjulQ$Lsi3!6h7!`O?B_&W)&WIf`9D-=L(M*%o6>9r+Pjer zE`OBYx&z=Kd`Bx6?u@h1GkC!8T`t2r;S72p7hL>3`{!zhJ_i3cL>bXIcB*SefzqT- z4`efAVCB6459WNo8(2!tBZ1=PHW;5zjJ1NuO$seToT(N2^A$|EV8sHOxDg;>21>wG z_&yP?fEw)!E(s3ZU%=Gcj7Y}FEjWRqkjw|QRsArcOfGHyxu6^YM(3Y#z`Q5~hf&R@ zHvlg3;5LzTiJtGYs6i8b-v{3j2kzeMZOIO2ADf~AZ;ezz-1c}D$o)44z2KbYvpX?!|PoPyjPjrG63r}FR* z*amRhf6XNS?~I!8S^qcT(Eqwn{x2b{|Nl$EJ^QzlVF&y9|JM?|Hvh9Q{r{T}(d`pJ z%kqavE=K}GUbLgTutXffFdohzA`7G3Bl!J zz;ZT2#*#eX_07OZwcq_~nrL{x50~PLxPOGM2!g=@ID^j!DMd@|kb=()XoFJI|5U=% z#GxZ(0@dK=HZaX5ASPmo6al0O#VRep92f=V^g_ws-J;SAG6{SUXj@$oD2D;}qsKQ3 z>49Z-W&zg9saA5My8{NlJ9~&KljzuQMFBwL4_wyZAXWLdKehmlVz~m2+V};+Bq+CT z&Sd`i$Dxl$Tc)XQIx&x`19mkbRttKPWj7Ee%hqUud{J^Icm#r1&k#4Rm5jfm{(j_4 zkqGI2j;CMlSTeZR|K*+HB*mZFv&dX@h-69H&^-9|z=^i6KV=DvE~3;Y6vP}NW2Guj zC!^oAyOpC~+4b3?ozxe*ClusCPCO)0lhapDAx3HCD&wfcwYv!iZX~jtdByT6({%at zZ)#J~0;MM>l%E{F-SV6s{k5n3v09uTUT}Wsy$b7fcT*L$Gy7uI9B#Nt0yi?g0d9ew zahS1Bt{R}=7E2NG{Y^F(WW}V9C$XGpQ-1Pdg7d>or|>%`#T(D71h8N-)P8LblHnne z2CketfUEz0Gbpc=8I!43>0YDS0%h*59@eNt{0(jsxd&PM4;0a z0#l1HG%Wd3xKcpL27O0Ce4FTRV~;Gfx!wR9`C34e`n;zGoT)L$N(XfA8Jano8G%Wl zZbD4F`5q-6P<0xUcDwK~Xxv;^@gZDDrH+qM>a=&Dy9w1V_l{B9hO zUr5%_g7$-dM9)+t(7jOzR0Y628Zwp0%>`QtpMS1Jtc!v*RUY2UW|$*bf2|egs-9wQJZ~y0@wO^0 zy9xz-9{|a(0XYLi&7jSis6#>>=MNp_ZeMqAeMT9H?pTLLuH|Tyq$>o7o@~b)#6MJ^hElqgiFb|wYIH&Qgdd0<1rHx42S8^j}A9!B$t&nH2% zA_vUFmDFt*O`NNv=dP321A8ZOcMa<1tL#=ty%Bdr=n$Y!(ZFH1IDs|x2dMEOa{qlG z`=x;@@O2%d9}7PMnHpk{syRdU9zfD**+RIJ&g_p3O*ntM!9MwGRZqF+Zi=Cw7~V>* z4_;&O<8%*H2-4$XWW6ZxB6PtOrtc=usWbg@C(BIiJP4PNfqxUkB>bR-5eE1e)P+x=87I96=v` z>N=i1fNz9u4}w8$B!__7DBe|uhAUvWx~m{n40WTYg^+Xwh9#5jTE}q(U}n{HyZeCJ zorJ%M#bwYk!BZ6*r!?^W+#D2V0W`yDgLzXjWCE+{TM06-=J+IWr-{%X1uElNpt~e& z8P*%cy+pcmNaw#Bvf5xo9eN$HfL!XC;YBd*`J-UcfJkAGf1iN?um!R_oTmD;(S9R- zlnt|x3klw5fW>M-Jo8w{kqhsUq_qR|vS|RD99w{y<_ClcpYD8v(oYp&n2m$yRvZYU z=aIE=n2ZCvO0hwJ=NR51i}fY9y#P=|3fqrdlRzHGV_#>%y*T>@u$~Jh*jF>~gJxc0 zJg)p?8;Wl^=ZEd9Ov|s$$19NeNa2k*#!_!EuG=HiO9>Ps9=X&g(On$eH9xZ{(bS;; zWI-HA)z6Q3lEcqDxB_Ixyk4G^-G+<+91FUOoOvX zdGPi^v7GCsCFs$PeMS5bER3t_fS=7NL-iDQqg|uYlf#EcB~i|sSx5$8Y|bC6koS4& z`s-ZM66>FsobC%7aC$4ikv>xh)^FK5jblO+YtPRbgBCLtu2w3*95f5K2!YsHjV#kh zo#9T1R4K}OJcXj;U6?>~!p5)f!in?LaH;MHm^Iq~QS}&T9fQk_&sj!ay!+8#&@gW~ z3EQ0+aEO1esi=+e69KlJUpijnkIRn=r=XO1JgqfMH9%09qOD{2-Mq0n^GLc=8lwzN z!ill0Q+fbrH-n(Uy`X4$GpIBxu%YNG@$=AWY$0wr`@`#FzNwLnq`RJxGy|u0kz8+4{<=Y zm%3rfvx$*=>as$QY5TRNmoc;ZB|-U#Dm)XboF6i-GPP*UK7P9UY8~1v>=vwQP+@oL zO&h2uLf3rfD~XkAWnFf+&KxtCJaJ8=UM;Vu+M^78hRR|^SkY#b{tDV>Y_uN!{%XZb zwGh?roW*oiQ=#x-IIp!2LQwkV?e`0@sp=$3tFxg6`*6p;DzUF2+aJqmBuer-`vB0* z(z}cb^p*rFji2&rQ5q>)Zg&!uKWSH3hp#B$cIN@qA^gi;P{$k88pqihqZrSP<|`X8 zok~$qZ1hdCQJuPa>X`a$JRGh)8c&DA8C$0uA6{_T5A|TGyCl= zb8>e@t1<3t{gBCW$zWVGZ^PVn6Lzjk?b{Qmb_pf9-jhlIp>W^5QzQ%v51NSLCK8Zl%ViAsZ9o>-YUK>fde6D{+ zP7$JERgBK>JB97yEOY6%f2zL%0W*gSvv4#@l7#F9iIV80SI+Flb&)*JwDeoo#=mMZMnDxQsRtQqKf@3hDovNB`=~%sVDy(wT zpdXXwvU!y;!q%k}Bw@W8O1GBY(ohPi+|lXIphf5P-^zMRGkJCZ+lC-8{Lqzy7(*nZ zlUE-SDpx*Vg6+aMo)_{$l6;j7*5e@WJ9fLR;f`fz3ST5KIY<`wvlvGRKV_JL51RJWa(?*r_Q1W1B8M_H zm@O^xLE_s=$w>Ar%rUs*anLKxO=;fs&Ly=a>T|Y3w|7b8#bRfxhD=}bRN&`6<&b~s zYboYjz}7KVCqf9)z#_P(FB8NTtmf>Kc;%6z{?U z>elCGAR_+WvA1H9$;npjYt@hbq04=VQ#^$y$s(Kzet$fy7zy^G-r2la=|fl#K0w_< zswtTqh;B4$)`Yn?g&|QMJH2h9&8xK^xkT* zCNL}v`;>UV;KW4c%0nqeOi1x{rr;p{*b=1yRhjWHIFfs&j7|cP*}yOOJgYlS&&6lo zsXClKSJu$>rv|AHE`+Ksh_a|ZSN&`^&Z`qa|L_*-)$>F)7HCxR8ll3kn}PqJ*646G^@&tIXf+R}T|X`slNZ^y2F_ zX^L6%0$JeM0>%mE>Jv#+I>Ql172Q_U3Ti=uXtTvYFzsGMZVJ0`ecy|1WDob&D0LfP zj<#L*T@Jvmaw=tP>=}M`<+{GJph~RyBaZ4kY!$bnoNJ4e{xw(6TrhFC2Ga)oM&I?b zV179!1wjzby=lIbm5i5kU(D|aw>_?NyAZMJ zdr42X{8byxTPaTK)upOS`>8lnu#Zc%SLf73lq6+&1;e**B0oBLLi@h#=(#Skv6eWi z`;nIMnnN}q?eOKukcj*UvQkq-?@wSOUtuz{{rOp-kWRg=^5`hgpptds1xJjrhn`xn zUEJ9p++nm0l&dl5{nFkh~Gpik~4t8wt#Vq|0@8NY+Ta{ z;PNC6iqn=iQ2UmNu}UxxVyeM0F}ZK@cHpr zaBG;Xn!k}fI76Py^0zQ-KmDHXT|Qm`Qp;;iDDnqk8SA268|9KApTt`~EyUM3)!YX` z*T+Rz-`u-UOr%DMN6+cFM)Y95Zh;o!cuQqnu~d%c)C%p~a{Uya-iQ`l% z%LHdVB#;9GNwYo=|91i7v(*%h`@}Yi?ulb;$}uFnv^bDi76^@US8scfLWDV#tKsQK z^YI(=H89Y4#HCMF!|*5p(Fx9ATs3XI1Q(K0+ZlwF%hhOCKx7wmq#o7#wj17h^Gj&$ z`!jo+xcnoW1<02LBYj$#T5{C*Sqhx~QPFbD{*OU@dxJ^FIjKz(eGx~dQQ>ydpC=m6 z7s4UGd_94>;Ux3K2uRq1D*|O6S3;bvfOQOPDFLhmkO~5jcVA-N#-c8~R=(mu8}cEK z^FxCI=UgwN7|}; zZO39DGm^9o{S*6}fj6mVRw26rCwg*lYOx&YnsVg60{&>iv*+|>J7KFq;dPEh@SP9HzK z^5TplTjc`))gUI^p~R$r2Ucd**j5CE0dbIvIXeFfTG zNj1mu%m4(it~SZHi-GNPNACqP525@(J}Bf;O%SH`03sWNZw{jwx?(KaYMNhM>(b)4tHN4oq;oI{HX%vExkZTfI#ig8TwH9^ zC`xGoiOwK)m`DB+<;Xb~%4Pe%T7v08HV$4i<#&GWpm2Cxu-4o2sq&`EAZ zw5)+~dzda9R^g_sB7Z12*=&q7@QW~(_Hy`nQF8MDfmV3g4>^T?_5q}TPw?Ygrtfjg z*!?1GM)5g!2y$+10`0io4D)qUQizl#3R;4F1dE}jOWH_bzOeWr}cRe*b2O>Ati#Ka!BZg5(#NZt$t0x9-kMl%G#z~-PjddyR z+TmU6NNQ{#jkvur6h|TANtXbN(1JY;)zd$Gt=PQ;Y;;hh0TM*2D|LxcuhW~p{BGyY z{*=(x0!nT3R!WLBa}(uGS&Z?G@x-6+x&e{4(Vs;8BJ9ctrwVqppGwllI_;0jwK|+5 zvXPpR1x~p!xQIcKxe4+P*}7#dU7DCp?E-Xy8HmwW=N!n1FN7I zcpoXE&}p(B4HJ(zoUsldfgP!k)RCDBSv==*@ZwLOI4KbJzbgh|q$tQv1J@AZvac)lZyPhr3cXR1Tly+Ygpfa(^Vmg-!v9R zX)(|>-i7`~*2POP9=2bg5^#O67u{4Aei`!Jt`Wgp z2Bgyi)e^bl-yZEh3=PA)DAeqtdH|>xuATjEAd(@Kxu*VG?AG|PxDEvQDPLO5OiF#! zf&{e~#8RBqDdxPp1!qzm?1<*f#b%ZozPT~ppX`++e#2^eqW=wBw+dHA5q2;lzQhIr z!&=B|;X5bS3ZX*>qqafAj_*d%O^LQ~14|nyfo>9N)~yAHu$v%o+3q?NtQR> z>Gh4N6{2k)+-;BX+q`Fsv)7{$&pqIa=GuD!D0S1lG?mAos@$eJ?eyH*(WtLBFCgQw zkFNHq&e!SwijDzKs@Zvj`8a|xS>|kBW$GKx_B0c;*Z~!9IAT8gORgps9d(*^;H*S24nu?K$sltB~(lQr3(2p%Gi2b+XIS#7Jl| zX-wV2NFGe>%0Om{YO7ph&s#M-E89fdADCcH<-|SL;|k-sS)O*V*AGvKQl|yBP~GxP zP}}zl=j)V{Fh!*wkbd1T+loBpky7iEp99pErfIW9b=61Pqun2+r+oso6HD8NYvEgW zKKj!D_%w5)#QCzqC=D+HtR$=aT5n|u7_a<@{bVA=K?d|Ez>GHa&xQCe74omAo2ZPtWS4J+c(s!DwGY)5RcmP(U|1&+t5-x9< zO5XRH7RH2ZM;3*PEKifZi^lSci)?_~@mPjeqOw96LfWkMwiVg#o-)g4Bsi($^OZ|w z4)p>;Ip+4gC#Cp+0jBIn|JiuRWb#y)Em3yJu+6bS%NjTJ0Lv+p|4KVR5UJW?-taHo zt~y!P0-FVCjus!-YFX4F+zgcY%DIj8@XWG7Xr!^%JqzvDgK1MCAhf^HuOt@$4>DjN zc!z_=HwXD8?`^Avp}sT{{5B3qwIR_dbKE&ba=e{+ARQQ;U~c)vdB2x3yXWM^LNx)nZ;=t1Hr~z0Ar80NL2;(SB&YIqY(F zJvMNkJf+(bp?l%?agBPCO$Ddy?h9Ak46F8LG}v-Zu{_;;Uiigcv^t|ch$zvxlHwS# zS6fNxv(=C|S-%sX1G!?m(4*a)jc=HPT7<;MxypZZ-H3RqKAvn|?3IU&aTxn_d;Heu zjSddWNm*W8v5jSOY8_{I5()w>?Yxt{X7%%GMg8}Pe(@~ZSqnR^756!W(vd2DV&11b z7)9JWD}Q}dT(gxV&p>2Sxz&Xxr z2gw0I>}(8~tmYP5@6FcmpymB?@8`ub_0V;eDWT!TUctV=CZgswyI(MvZx`qfeq< zhdF14BdD3mj;ikxZ|=B>x262%>g6~4Aa5{Xw`-kKhs>_ZA->`@{q%r!n8%DmE?|e+ zuTIiARVlsJ$;(yj-DMj0J>O7SSd2PNge)8_tB4u9HokAuFoS{ar&4s>&`@A5YdBxM zq$U^dEjak5oydHu%s(pVpW!;6oRAQ2yu?f!$6hVN)(Oz0qp3q~fXXeA&;4~AIJ>Lk znpDE6n5=G<;x()MAA-dc=}-4CtlRb->ES7@6kdcyX%JC7}&h z{08@4X)ft`rp!K7&5w&)gmoIzj$}@yG>+I=r!30A#?bVLhdND@E%~;)xw>Py=f8-} zRxVU~`B?^KE%?kz@o?mQ$Lc(K+EH*FHZ6S|U5jQ#ZmPp0?OSsR!Xf4=D-nCV7rH96y-F@QifvoY$UGg*cJKg9+&jLw} z4S#vAV_V4m)$<+YQ=u17pX>Z zv*P6k%Op4mh5|MHXyKvonbW8>ZTI*fl@gd)&?cU;EX zck#RD5ge71ZZ^T7BP5ex~w9Q{YdDEjvpN^nLdkrUnmt9Fcl0_+hO;i2|jea4hjK(JPa| z9m^E|f=aaCC$)u3e6Ks%WZ{Y308FS#Une&pa6KCXzhW^XhS+{&BidE>>cqQjJqmH3 zr0=;9mO4M9Ki_*b`friu*Ww>FcJzn;*?IMt}tI{ zKiE%lRcDW={w%ACdTF6VqglI?9LCSyQaz3G#n4c>PNxNyt?!NPAw{+Q>YofQ3yelB zBuYnf_Ybe~e8^b;3LwtR^%n*&=}MfH7#T&l9G!1yD~bhwm<%Y45)A%uTAwJ*tR}rA z9hX*>%j!h^jDAs>qyz+$W&l&kmZsk3v7LMFnitf6nYk+0+v#PK{^_FN$I$l?C6q}? z^5&XmFo%O`&ULOX#bsPKaSys1@Edf&{83@?&XBzH0F(*Kwi==(!72gez`#p>n={O7 zV?B7P6aC2vgCq@lY)s-VN~hf_3(oq}8L}R~ugV8?RyVTp?q|BqD~?$)hhV^EYE#RJ zhx(>BUC#Se`aMx4xqQZYw0NFbS%vTecX11Rf-BPsnb_=srimMHa^pzn6`=5(4aPOat`4uVm; z{|BtpFRZgtuvK-4t)Pc8qfCnFH~Hj6w#S_*Gb&a^phe%KQ$gNQ5=<=1MY9$*VZP*v z;nfVj8S0@>K$VFkIs-EWVXsDVinu4zW4wvHqf2pjtJ%qWSH!M>n)WDY|D=Dj*CTwk(emfIRUDXPdi z1|dX``M4(?}-aXI>lHT&Jj4r24AI@`+W}Pj+(UlA+Yqt{wBgph?oy=^b;@2lH;_Ve>2#$T70YVruUce8pHRBNDV3DKq`2%GnfoD!_`- zJNH%cDd$|M7v9o0XRxes8IonD@84k5#EQM+xDvkPYR}RF-J>ydj~B(+Gx$=(Utj~c z72_PjETIJ1uA;#uxCQh9uue0B?jEsUdZ zelEb@5J)!;IlUMZdC4N_j$5b>VZStsjH3v;jswI*91MQ;NWg#s(jaRlNb42a|MoYosph&r?PcK)b2i&$sqZa+ya#-a7sV=jkUJ@%?bng4?; zi$TnlJ#4a{1jp_>gi$)evU*V%4;@e>;?m}Sz{?+|L{uR`D-DzwEg)UF@(Pp!R!vK} z5VFO$0`*fA%!m%KtcCtJK`mRWZHpQbT90CM7b|h%h0Kj+jg6@g3nc!t4<`IaO&#~s zQTWaP_!vPU4oj!vkSPj{MhR!Zd=l3JfDrxCgF-;Q{oUXbOGdS8FSX5m2fVb<`!(#S z{{p$ps^Huk2VtT;gizC9JQnc{nVnY~#q00XCR#hNw4{Ik3A@!t`eAdZ0wD2m@F^0Y z*2bV12}sP9TCRF)6%32xd#nPqS}rcgrNOg#tXm%5*^pJ{xDd7R19?d@S!EUm4rp|8 zn=Yu2g`XI21u1bEH7merivvDIrM(QmX(?N_=L_)2>b6?-mlp`Yy-Kfb8+tlW3Ghx! zx&8O!#O4BG(yW^}+pjL|B{w0-SI9-i1@Zfi5Zb1DrmGZ*>c_0q<~qG(Tit7<3{|*O z?8RjFh%G9bkyHLrjr&Xo|A$T+>?k*nEj24zCgY$rDfHeIqHMYYrq^-~K4O!WNwhv* znUD?Gc+9?37Iy$8o>!=%)uZ^j*2FfUr|X19IPoI%MOpqZ-g=SA^g2RTkC3%}4;>KfJzm*0a2 zu>WkqxlIxQ}{I4)ywT>@*ojW1mWel5?^6Skc&v4s#yN_G7+%i3xbqs<#_74GM zDg>mgAOfzwL=3{kjEcI2gCEr`u!esGy-TpTZUFaVh--wZO(q!G_?SM z?lEBHGyN_6ke>x*XjoSSExQ5}NcxqyvW?JGhXdZM5*<5fTS}$yj*Nw?DqKK{TUY`S z_k|CI2ROpt#}A=6w2V0aikq& z$)OgI#daa8ZYs6_n3V;91yKCiDskn7cI|~YU1ZJy6>3Z(rUnwqQo$HI)@PL`1i8BB z;Zymc`Urs+s(9Cjz=WArc%EKedUBkCoMgxY<|lis(_~ogR1aumfns1w13#dz1qjoe zqDAh{LdRYw22|en8vty-CMcjP5AwV2^sg=8DFGVkX%WC-2l}ti%q$zJo1~Usa{wjhlkI;1= zmMs0q8oZH+V}IXThcbyrkN3!n5KLNYp>#NG@S*49m8d7gi^o8kbv07yRxGyPK7qZP zj)~OKQOi{Of)0?<^55{TpBOL()fUP$83W6CiTv+Q?lV=C={l_-hHYA$?iGN=rR8As zYlbV|46x2?Vr$|GN@JX9ft+NaN?v9!$weE}8HaJ_Uz%TEqOxtQ1o|fH750*w z`=x3!bseh2{KAtI^wm4%)p-ZNHg*pTu`C7sFtyBFP^`CN4e3;IgG2JzSCn*JYTorB zrC-icAK+)fmkf~9Vho538=m!+X%Xnh$6o2$?*Gx}SZQKq_%UW>5&$~12EF8s{N!PX zIT-af1)c9*P!n2L>R42xsE-QJ6wE9dS?)@F_2?HToCES5p-lCdMy+K|V?I_7FqTDU zcXP5nb@0iUS_3JFEfCBm-I9&R_F zXOS-eWSNv_7vOJ10ofe`^^riGo?z>k$!XxZ)HwzZ>cO)RW6Cd~zbg7L<93F`B{mfP z0S{$K1kX8?e%Q>|4Iv4-%Ic;!8Nbx+lCh~RT?N5%zOSTujoPF}4VC&`)l6WIQ-J_L zNe;5VJUBpH_l4&Jg-O_q(NIZ+@+xK$Qxcwdyah0YAh$ow_!m4iHitym zzor6`}&ddq=z@cA?aI?U4eq<1l; z`fo1RU6Xvs#R>1kN)!sOoh?Etw*}wb;@B6=Q)Riv{@u-SO&gxc-S_20GI3O;uD?c> zkK~5)QoR4H_kJ78Lst(|f-s|CmYqz>N@yVc45$ z5rtF~pcdLU`Cb|R)jeodkLAsQKv}ieTp7<>cUwi@5UKDK;B*>UJA3nJ`0($qKfy&A z2U1^gbd=*ZGX}dsG9~*wQ-Yoq#BkdE9!<$2#GK2ud-; zO97QdHy;lc>O#*=(8GUU6$>MlonZ>t6$kzvvQ&_UuRBYC(3*B( ziA!?uWcvlWwzfog(G_@G!sRqv96n4c*aM$(RYwnL_LpZf@mR?GbX%T{(YcfU^%VC+)kaZk%-K2cKe*4wT;@h3Vf6?5#d542ro^_X+i{Vt-Q zsO9PS!-bCtb{L)?~KYkW(CXKQin4ITb{8u zLU4MaCqRLHH6!Mw!)txmhN`^6WGXs}!>Cnw6o+&av1A2Q2bsr^J~f~E z!FKPv7z0mzn8%$cI@U7!Y$cJiGo(Q#k*|ssBgBtwl=JnG-!e_`OrSeJVV7KQufJhu zofc@?%+DZKe-Lw9{q=3kC>7{C73v>?*5(Gmxvg~SbnyJ+Q}^)nbe#pqx|&%pZA!I2 zbg0jW&ss<(<`HEwV>pNgu?(X(>wC;A_LbxjjPrLJQw)5*EhbB!t;%QN|xl*2+X)!_uiDc|0RXQVFBKd=Gz%L!`@Y1Py zP+>EfZk)-M`I?)20)U$rL`4v+XkN5Gb*1TTI(k$#BkqC34O-q*C61ZbH@cn!bU$?*T=Bc36_ZaP~;LeMiCEdmZ#zYG&XWGE^i|h+d-y$LtVaR!)O$TO1wp09 zwx2o49@6$!;zxwUT`iY=Z5z{hbnI@^vv!|yWk+UhfI@?`CoZ9 zYKaDoaQ_MyW2G#9@bmtl6~2>7gH*Phw=^tqsM$|VFy0HDL6yGcd>k~OjA38y(85$lS+_uZZ-8|tf z2q}6TYh{W$Nq7rRVrpcc?Obg!BFVe)@DBMZzW(s_?u4a1d73$bdc=4v zNHjuc0OKg3dZY(&bEgfkzY>ie8>BHDuUnU{3mj6e{jlQua4&7uL8pb2I^w&@LNW3C zZQT-UF>T{xC)K+JHKzkN40gTWb;?- z-};L}?tY4uB%nm}>JH|CAT<{%jB?)FQH%r1e4ROM2Y$P!vENDpbu9W}^j+QrJj{&L ztT89CvDo8YKCBp7&V9oj1#L{BuQcY9>Q~XcSseo$v!csN_(?*5Q~-9E*pfI)Qps3b z$Jo-io>=*j`N&m#_KF(i5whRK?2F#7u~g-6F5|0VTcQ9oUF&5!tYm|}omT2%DoV6W zPx)CY4+K1H=dJ{D@OdxowJ$}Ow+SC{H@zy*GG3IvXpOpbJoja>Ag8xk-($xr_78R@ zUamhTDFTbw_a5%oU~JPlG2xoD(oq0`I$wkbL-FpKm-n;2Mhe%M8#h<~TWx0+)Z`gP zVQi%i2}tWOf@K?#Dhgc`0tN>ujhZSYm_mU}4TVt*8H8#`KuQA&77#Jf!Jx89!LUkL zltnB{D+2>*0|mk+3`@a41nkHF0#bUumh0X%_y0Fv=Fi3Zo}BZXq@Dvvc7DPry)jIs zSLw5J+>GPX^RGpTCcQ%B6V_$EeSRO98+JsAFslxP`BGN+jZ@>^lNU%xrX{8NF)~Ee z^2F-CP;p_-rH=&lg|_{WJ!g4dB|j1imX9^1u6DS#YDDIH;`p-Ydtc>F-Q7n0ox&<% zPs8@L?T=h?=dXrU*0zd5zd7%3Bl7HiHKx~V|5lLQi`)Cv1;TjGO|;PX-m)f1Tny!x z&D}h9pZl63{%a?`P8`v6^5;+1ALG(!I?WIgjDml@|5H%=^eXg`!47%G?Uhr`EPjq& zsk_^ofZ_~(hLGWyzA;v}2FZ5l_IO8rW%~utRWn@yRu#=&lAc`lCa+n0S)iIDl5}3+ zy473^&(tPJRkLFYfwK41Vp@N)%0Sy&a=IaGn{Lgh`}Fc|?953!TawCkbnclT*-9MB z8vMJn_>$P;0(+Q%MmX92!>ZZfS%c`ZB_OgU5~4&jI$LmyVxW9CyK zA^3jfDF8QSSHE)siO{6-9M~9{cu(>HjoTZWr@t%939l+`0ApzLkQ7G22EwjO_NOSb zNDjc_5MsJv(r{wo0=x5s25YXqUEU;_N(-=^u~5K}Ng%PXL&eTSI$Zp7v`Mhim|qG` z$8>*19+zw@EF`D05JfwBj?hneQa7X-D-A>ACE+-HD+j?GkHs|>ebVU3nzR2pvK0Kq zdaMZDVR6pDy*c^ zJy3iih&xn+h$+4tRFMcS#HA$8VFc-KS~TugbE`fk#!@ALTW6v9LOFo0%Td}s*P^}5 zxkxsVLnIJ!4ifDQNbWZ8*lctVwLKn7FrA4gNzsN+nUu{^($eQWtjrl>*WqKfzJ#sk zAk1*Z^Pt@^H*2?DH7!)?7dI7sxrjQTGwmx6VF=bDAo?rOp~T19+s!Mp;UuP`qNU@} zf>+DC*YJR%(a?3RW$06GuHbDEJb#|uOTSTqtZl78ptRPxJ|&+s)~0DC$;lJ!ngG$d z{8`BJ9Q}f9jK42ZGnDV#dNRWr)>G3?a<|%3TOD7^EMqMBmq+|o+V+t{h>|)Erh9pm z&n*Yzy;MPPxxpC=T+1dl^_AUaLE<`Fl8^f^Cq7pOn>`z4#w?5P>&Bd(-eoJh`5>Xh z=}S8 cube0.r0c0 -> hbm_ctrl.pe0, +PE_LOCAL",16384,1,77.0,,,256.0,256.0,212.7792207792208,83.11688311688312,83.11688311688312,1.0,2.0,0.0,0.0,63.0,9.0,2.0,pe0.pe_dma -> cube0.r0c0 -> hbm_ctrl.pe0, no_congestion,same_cube_best,"SAME_CUBE REMOTE_BEST -(pe0→pe1)",16384,1,82.06,,,256.0,199.6587862539605,77.99171338045332,1.0,5.03,0.0,0.0,63.0,9.0,4.030000000000001,pe0.pe_dma -> cube0.r0c0 -> cube0.r0c1 -> hbm_ctrl.pe1, +(pe0→pe1)",16384,1,82.06,,,256.0,256.0,199.6587862539605,77.99171338045332,77.99171338045332,1.0,5.03,0.0,0.0,63.0,9.0,4.030000000000001,pe0.pe_dma -> cube0.r0c0 -> cube0.r0c1 -> hbm_ctrl.pe1, no_congestion,same_cube_worst,"SAME_CUBE REMOTE_WORST -(pe0→pe7)",16384,1,117.50000000000001,,,256.0,139.4382978723404,54.46808510638297,1.0,26.25,0.0,0.0,63.0,9.0,18.250000000000014,pe0.pe_dma -> cube0.r0c0 -> cube0.r1c0 -> cube0.r1c1 -> cube0.r1c2 -> cube0.r1c3 -> cube0.r4c3 -> cube0.r4c4 -> cube0.r5c4 -> cube0.r5c5 -> hbm_ctrl.pe7, +(pe0→pe7)",16384,1,117.50000000000001,,,256.0,256.0,139.4382978723404,54.46808510638297,54.46808510638297,1.0,26.25,0.0,0.0,63.0,9.0,18.250000000000014,pe0.pe_dma -> cube0.r0c0 -> cube0.r1c0 -> cube0.r1c1 -> cube0.r1c2 -> cube0.r1c3 -> cube0.r4c3 -> cube0.r4c4 -> cube0.r5c4 -> cube0.r5c5 -> hbm_ctrl.pe7, no_congestion,remote_cube_best,"REMOTE_CUBE REMOTE_BEST -(cube0→cube1)",16384,1,202.51999999999998,,,128.0,80.90065178747778,63.20363420896702,1.0,6.0,32.510000000000005,0.0,126.0,9.0,28.00999999999999,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> ucie-N.conn3 -> cube0.r0c5 -> ucie-E.conn0 -> cube0.ucie-E -> cube1.ucie-W -> ucie-W.conn0 -> cube1.r0c0 -> hbm_ctrl.pe0, +(cube0→cube1)",16384,1,202.51999999999998,,,128.0,128.0,80.90065178747778,63.20363420896702,63.20363420896702,1.0,6.0,32.510000000000005,0.0,126.0,9.0,28.00999999999999,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> ucie-N.conn3 -> cube0.r0c5 -> ucie-E.conn0 -> cube0.ucie-E -> cube1.ucie-W -> ucie-W.conn0 -> cube1.r0c0 -> hbm_ctrl.pe0, no_congestion,remote_cube_worst,"REMOTE_CUBE REMOTE_WORST -(cube0→cube15.pe7)",16384,1,573.1199999999999,,,128.0,28.587381351200452,22.333891680625353,1.0,30.0,219.05999999999995,0.0,126.0,9.0,188.05999999999995,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> ucie-N.conn3 -> cube0.r0c5 -> ucie-E.conn0 -> cube0.ucie-E -> cube1.ucie-W -> ucie-W.conn0 -> cube1.r0c0 -> ucie-N.conn0 -> cube1.ucie-N -> ucie-N.conn3 -> cube1.r0c5 -> ucie-E.conn0 -> cube1.ucie-E -> cube2.ucie-W -> ucie-W.conn0 -> cube2.r0c0 -> ucie-N.conn0 -> cube2.ucie-N -> ucie-N.conn3 -> cube2.r0c5 -> ucie-E.conn0 -> cube2.ucie-E -> cube3.ucie-W -> ucie-W.conn0 -> cube3.r0c0 -> ucie-N.conn0 -> cube3.ucie-N -> ucie-N.conn3 -> cube3.r0c5 -> ucie-E.conn0 -> cube3.ucie-E -> ucie-E.conn3 -> cube3.r5c5 -> ucie-S.conn3 -> cube3.ucie-S -> cube7.ucie-N -> ucie-N.conn3 -> cube7.r0c5 -> ucie-E.conn0 -> cube7.ucie-E -> ucie-E.conn3 -> cube7.r5c5 -> ucie-S.conn3 -> cube7.ucie-S -> cube11.ucie-N -> ucie-N.conn3 -> cube11.r0c5 -> ucie-E.conn0 -> cube11.ucie-E -> ucie-E.conn3 -> cube11.r5c5 -> ucie-S.conn3 -> cube11.ucie-S -> cube15.ucie-N -> ucie-N.conn3 -> cube15.r0c5 -> ucie-E.conn0 -> cube15.ucie-E -> ucie-E.conn3 -> cube15.r5c5 -> hbm_ctrl.pe7, +(cube0→cube15.pe7)",16384,1,573.1199999999999,,,128.0,128.0,28.587381351200452,22.333891680625353,22.333891680625353,1.0,30.0,219.05999999999995,0.0,126.0,9.0,188.05999999999995,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> ucie-N.conn3 -> cube0.r0c5 -> ucie-E.conn0 -> cube0.ucie-E -> cube1.ucie-W -> ucie-W.conn0 -> cube1.r0c0 -> ucie-N.conn0 -> cube1.ucie-N -> ucie-N.conn3 -> cube1.r0c5 -> ucie-E.conn0 -> cube1.ucie-E -> cube2.ucie-W -> ucie-W.conn0 -> cube2.r0c0 -> ucie-N.conn0 -> cube2.ucie-N -> ucie-N.conn3 -> cube2.r0c5 -> ucie-E.conn0 -> cube2.ucie-E -> cube3.ucie-W -> ucie-W.conn0 -> cube3.r0c0 -> ucie-N.conn0 -> cube3.ucie-N -> ucie-N.conn3 -> cube3.r0c5 -> ucie-E.conn0 -> cube3.ucie-E -> ucie-E.conn3 -> cube3.r5c5 -> ucie-S.conn3 -> cube3.ucie-S -> cube7.ucie-N -> ucie-N.conn3 -> cube7.r0c5 -> ucie-E.conn0 -> cube7.ucie-E -> ucie-E.conn3 -> cube7.r5c5 -> ucie-S.conn3 -> cube7.ucie-S -> cube11.ucie-N -> ucie-N.conn3 -> cube11.r0c5 -> ucie-E.conn0 -> cube11.ucie-E -> ucie-E.conn3 -> cube11.r5c5 -> ucie-S.conn3 -> cube11.ucie-S -> cube15.ucie-N -> ucie-N.conn3 -> cube15.r0c5 -> ucie-E.conn0 -> cube15.ucie-E -> ucie-E.conn3 -> cube15.r5c5 -> hbm_ctrl.pe7, no_congestion,remote_sip,"REMOTE_SIP SAME_CUBE_SAME_PE -(sip0→sip1)",16384,1,408.5216666666663,,,128.0,40.10558395515541,31.332487464965165,1.0,4.0,37.040000000000006,22.09666666666667,126.0,9.0,209.38499999999962,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> io0.ucie-P0 -> ucie-P0.conn0 -> io0.noc -> io0.pcie_ep -> fabric.switch0 -> io0.pcie_ep -> io0.noc -> ucie-P0.conn0 -> io0.ucie-P0 -> cube0.ucie-N -> ucie-N.conn0 -> cube0.r0c0 -> hbm_ctrl.pe0, -congestion,ctrl_hot_1,1×PE → pe0_slice,16384,1,,82.06,82.06,256.0,199.6587862539605,77.99171338045332,1.0,5.03,0.0,0.0,63.0,9.0,4.030000000000001,,pe1.pe_dma -> cube0.r0c1 -> cube0.r0c0 -> hbm_ctrl.pe0 -congestion,ctrl_hot_2,2×PE → pe0_slice,16384,2,,158.3450000000001,134.2400000000001,256.0,206.94054122327813,80.83614891534302,1.0,5.03,0.0,0.0,63.0,9.0,80.31500000000011,,pe1.pe_dma -> cube0.r0c1 -> cube0.r0c0 -> hbm_ctrl.pe0 -congestion,ctrl_hot_3,3×PE → pe0_slice,16384,3,,230.0750000000001,139.94000000000008,256.0,213.6346843420623,83.45104857111808,1.0,5.03,0.0,0.0,63.0,9.0,152.0450000000001,,pe1.pe_dma -> cube0.r0c1 -> cube0.r0c0 -> hbm_ctrl.pe0 +(sip0→sip1)",16384,1,408.5216666666663,,,128.0,128.0,40.10558395515541,31.332487464965165,31.332487464965165,1.0,4.0,37.040000000000006,22.09666666666667,126.0,9.0,209.38499999999962,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> io0.ucie-P0 -> ucie-P0.conn0 -> io0.noc -> io0.pcie_ep -> fabric.switch0 -> io0.pcie_ep -> io0.noc -> ucie-P0.conn0 -> io0.ucie-P0 -> cube0.ucie-N -> ucie-N.conn0 -> cube0.r0c0 -> hbm_ctrl.pe0, +congestion,ctrl_hot_1,1×PE → pe0_slice,16384,1,,82.06,82.06,256.0,256.0,199.6587862539605,77.99171338045332,77.99171338045332,1.0,5.03,0.0,0.0,63.0,9.0,4.030000000000001,,pe1.pe_dma -> cube0.r0c1 -> cube0.r0c0 -> hbm_ctrl.pe0 +congestion,ctrl_hot_2,2×PE → pe0_slice,16384,2,,158.3450000000001,134.2400000000001,256.0,256.0,206.94054122327813,80.83614891534302,80.83614891534302,1.0,5.03,0.0,0.0,63.0,9.0,80.31500000000011,,pe1.pe_dma -> cube0.r0c1 -> cube0.r0c0 -> hbm_ctrl.pe0 +congestion,ctrl_hot_3,3×PE → pe0_slice,16384,3,,230.0750000000001,139.94000000000008,256.0,256.0,213.6346843420623,83.45104857111808,83.45104857111808,1.0,5.03,0.0,0.0,63.0,9.0,152.0450000000001,,pe1.pe_dma -> cube0.r0c1 -> cube0.r0c0 -> hbm_ctrl.pe0 congestion,ucie_eastbound,"8×PE corresp. -cube0→cube1",16384,8,,962.52,438.52,128.0,136.17587167019906,106.387399742343,1.0,6.0,32.510000000000005,0.0,126.0,9.0,788.01,,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> ucie-N.conn3 -> cube0.r0c5 -> ucie-E.conn0 -> cube0.ucie-E -> cube1.ucie-W -> ucie-W.conn0 -> cube1.r0c0 -> hbm_ctrl.pe0 -congestion,all_pe_to_pe0,8×PE → pe0_slice,16384,8,,558.2499999999998,195.0,256.0,234.7908643081058,91.71518137035383,1.0,2.0,0.0,0.0,63.0,9.0,483.2499999999998,,pe0.pe_dma -> cube0.r0c0 -> hbm_ctrl.pe0 +cube0→cube1",16384,8,,962.52,438.52,128.0,159.99999999999997,136.17587167019906,106.387399742343,85.10991979387443,1.0,6.0,32.510000000000005,0.0,126.0,9.0,788.01,,pe0.pe_dma -> cube0.r0c0 -> ucie-N.conn0 -> cube0.ucie-N -> ucie-N.conn3 -> cube0.r0c5 -> ucie-E.conn0 -> cube0.ucie-E -> cube1.ucie-W -> ucie-W.conn0 -> cube1.r0c0 -> hbm_ctrl.pe0 +congestion,all_pe_to_pe0,8×PE → pe0_slice,16384,8,,558.2499999999998,195.0,256.0,256.0,234.7908643081058,91.71518137035383,91.71518137035383,1.0,2.0,0.0,0.0,63.0,9.0,483.2499999999998,,pe0.pe_dma -> cube0.r0c0 -> hbm_ctrl.pe0 diff --git a/scripts/plot_pe_dma_perf.py b/scripts/plot_pe_dma_perf.py index e6feaaf..88ef8c0 100644 --- a/scripts/plot_pe_dma_perf.py +++ b/scripts/plot_pe_dma_perf.py @@ -136,6 +136,48 @@ def _bottleneck_bw(path: list[str], edge_map: dict) -> float | None: return min(bws) if bws else None +def _aggregate_peak_bw(paths: list[list[str]], edge_map: dict) -> float: + """Max-min fair-share aggregate throughput across concurrent paths. + + Each path is one unit of demand from source to destination. For each + edge, fair share per path = ``bw_gbs / usage_count``. A path's + sustainable throughput is the minimum fair share along its edges, + and the aggregate peak is the sum across paths. This produces the + correct answer for both shared-bottleneck scenarios (all paths + converge on one wire → aggregate = wire BW) and multi-lane shared + resources (UCIe's 4 connections used in parallel → aggregate = 4 × + per-conn BW), without enumerating max-flow explicitly. + + Examples: + * 3 paths sharing r0c0→hbm_ctrl.pe0 @ 256 GB/s + per-path = 256/3 ≈ 85.3, aggregate = 3 × 85.3 = 256 GB/s ✓ + * 8 paths sharing 4 UCIe conns @ 128 GB/s (2 paths per conn) + per-path = 128/2 = 64, aggregate = 8 × 64 = 512 GB/s ✓ + * 1 path through 256 GB/s bottleneck + per-path = 256, aggregate = 256 GB/s ✓ (= single-path peak) + """ + from collections import Counter + + edge_usage: Counter = Counter() + for path in paths: + for i in range(len(path) - 1): + edge_usage[(path[i], path[i + 1])] += 1 + + aggregate = 0.0 + for path in paths: + per_path = float("inf") + for i in range(len(path) - 1): + key = (path[i], path[i + 1]) + e = edge_map.get(key) + if e and e.bw_gbs: + share = e.bw_gbs / edge_usage[key] + if share < per_path: + per_path = share + if per_path != float("inf"): + aggregate += per_path + return aggregate + + def _path_breakdown( path: list[str], nbytes: int, graph, edge_map, ns_per_mm: float, ) -> dict[str, float]: @@ -257,9 +299,11 @@ def _run_no_congestion(nbytes: int): br = _path_breakdown(path, nbytes, graph, edge_map, ns_per_mm) formula_sum = sum(br.values()) br["contention"] = max(0.0, total_ns - formula_sum) - peak_bw = _bottleneck_bw(path, edge_map) or 0.0 + peak_single = _bottleneck_bw(path, edge_map) or 0.0 + peak_aggregate = _aggregate_peak_bw([path], edge_map) eff_bw = nbytes / total_ns if total_ns > 0 else 0.0 - util = (eff_bw / peak_bw * 100.0) if peak_bw > 0 else 0.0 + util_single = (eff_bw / peak_single * 100.0) if peak_single > 0 else 0.0 + util_aggregate = (eff_bw / peak_aggregate * 100.0) if peak_aggregate > 0 else 0.0 rows.append({ "graph": "no_congestion", "scenario": scn.name, @@ -268,9 +312,11 @@ def _run_no_congestion(nbytes: int): "n_issuers": 1, "path": " -> ".join(_short_path(path)), "total_ns": total_ns, - "bottleneck_bw_gbs": peak_bw, + "peak_single_bw_gbs": peak_single, + "peak_aggregate_bw_gbs": peak_aggregate, "effective_bw_gbs": eff_bw, - "util_pct": util, + "util_single_pct": util_single, + "util_aggregate_pct": util_aggregate, **{c: br.get(c, 0.0) for c, _ in CATEGORIES}, }) return rows @@ -333,7 +379,7 @@ def _run_congestion(nbytes: int): for scn in _congestion_scenarios(): engine = GraphEngine(load_topology(TOPOLOGY_PATH)) handles = [] - first_path = None + paths: list[list[str]] = [] for i, (ss, sc, sp, ds, dc, dp) in enumerate(scn.issues): pa = _hbm_pa(sip=ds, cube=dc, pe_id=dp, offset=0x1000 + i * 0x100, slice_bytes=slice_bytes) @@ -343,10 +389,10 @@ def _run_congestion(nbytes: int): dst_pa=pa, nbytes=nbytes, ) handles.append(engine.submit(msg)) - if first_path is None: - dst_node = engine._resolver.resolve(PhysAddr.decode(pa)) - first_path = engine._router.find_path( - f"sip{ss}.cube{sc}.pe{sp}", dst_node) + dst_node = engine._resolver.resolve(PhysAddr.decode(pa)) + paths.append(engine._router.find_path( + f"sip{ss}.cube{sc}.pe{sp}", dst_node)) + first_path = paths[0] if paths else [] for h in handles: engine.wait(h) latencies = [engine.get_completion(h)[1]["total_ns"] for h in handles] @@ -354,25 +400,29 @@ def _run_congestion(nbytes: int): # Breakdown uses the first issuer's path as a representative; # ``contention`` absorbs serialization across requests. - br = _path_breakdown(first_path or [], nbytes, graph, edge_map, ns_per_mm) + br = _path_breakdown(first_path, nbytes, graph, edge_map, ns_per_mm) formula_sum = sum(br.values()) br["contention"] = max(0.0, makespan - formula_sum) - peak_bw = (_bottleneck_bw(first_path or [], edge_map) or 0.0) + peak_single = _bottleneck_bw(first_path, edge_map) or 0.0 + peak_aggregate = _aggregate_peak_bw(paths, edge_map) total_bytes = nbytes * len(scn.issues) eff_bw = total_bytes / makespan if makespan > 0 else 0.0 - util = (eff_bw / peak_bw * 100.0) if peak_bw > 0 else 0.0 + util_single = (eff_bw / peak_single * 100.0) if peak_single > 0 else 0.0 + util_aggregate = (eff_bw / peak_aggregate * 100.0) if peak_aggregate > 0 else 0.0 rows.append({ "graph": "congestion", "scenario": scn.name, "label": scn.label, "nbytes": nbytes, "n_issuers": len(scn.issues), - "first_path": " -> ".join(_short_path(first_path or [])), + "first_path": " -> ".join(_short_path(first_path)), "makespan_ns": makespan, "min_lat_ns": min(latencies) if latencies else 0.0, - "bottleneck_bw_gbs": peak_bw, + "peak_single_bw_gbs": peak_single, + "peak_aggregate_bw_gbs": peak_aggregate, "effective_bw_gbs": eff_bw, - "util_pct": util, + "util_single_pct": util_single, + "util_aggregate_pct": util_aggregate, **{c: br.get(c, 0.0) for c, _ in CATEGORIES}, }) return rows @@ -386,39 +436,60 @@ def _short_path(path: Iterable[str]) -> list[str]: def _plot_bw_utilization(rows, title, out_path): - """Plot Effective BW utilization (%) per scenario. + """Plot Effective BW utilization (%) per scenario with TWO bars: - Each bar is util_pct = effective_bw / peak_bottleneck_bw × 100. - Annotation shows effective and peak in GB/s. A horizontal dashed - line marks 100 % (single-path peak); bars exceeding it indicate - the scenario uses multiple parallel resources (e.g. UCIe's 4 - connections) beyond the bottleneck of any single path. + util_single = effective_bw / single-path peak × 100 + util_aggregate = effective_bw / aggregate-resource peak × 100 + + The aggregate peak sums the BW of *distinct* bottleneck edges across + all issuer paths — modelling multi-lane shared resources (e.g. UCIe's + 4 connections) correctly. For scenarios where all paths share one + bottleneck wire the two peaks are equal and the bars match. + + The dashed line at 100 % is the saturation reference for both + metrics. util_single can exceed 100 % when multi-lane resources are + used; util_aggregate is bounded by 100 % by construction (since the + aggregate peak is the upper bound on aggregate throughput). """ + import numpy as np + n = len(rows) labels = [r["label"] for r in rows] - util = [r.get("util_pct", 0.0) for r in rows] + util_s = [r.get("util_single_pct", 0.0) for r in rows] + util_a = [r.get("util_aggregate_pct", 0.0) for r in rows] eff = [r.get("effective_bw_gbs", 0.0) for r in rows] - peak = [r.get("bottleneck_bw_gbs", 0.0) for r in rows] + peak_s = [r.get("peak_single_bw_gbs", 0.0) for r in rows] + peak_a = [r.get("peak_aggregate_bw_gbs", 0.0) for r in rows] - fig, ax = plt.subplots(figsize=(max(8, n * 1.4), 5.5)) - # Colour bars by utilization band for quick scanning. - colours = ["#10b981" if u >= 70 else "#f59e0b" if u >= 40 else "#ef4444" - for u in util] - ax.bar(labels, util, color=colours, edgecolor="white", linewidth=0.5) + fig, ax = plt.subplots(figsize=(max(9, n * 1.6), 6.0)) + x = np.arange(n) + w = 0.38 + ax.bar(x - w / 2, util_s, w, color="#6366f1", + edgecolor="white", linewidth=0.5, + label="util vs single-path peak") + ax.bar(x + w / 2, util_a, w, color="#10b981", + edgecolor="white", linewidth=0.5, + label="util vs aggregate-resource peak") ax.axhline(100.0, color="grey", linestyle="--", linewidth=0.8, - label="single-path peak") + label="saturation (100 %)") - # Annotate each bar with util%, effective, and peak. - y_max = max(util + [100.0]) * 1.2 - for i, (u, e, p) in enumerate(zip(util, eff, peak)): - ax.text(i, u + y_max * 0.012, - f"{u:.1f}%\n{e:.0f} / {p:.0f} GB/s", - ha="center", va="bottom", fontsize=8) + y_max = max(util_s + util_a + [100.0]) * 1.30 + for i in range(n): + ax.text(i - w / 2, util_s[i] + y_max * 0.012, + f"{util_s[i]:.0f}%\n/{peak_s[i]:.0f}", + ha="center", va="bottom", fontsize=7) + ax.text(i + w / 2, util_a[i] + y_max * 0.012, + f"{util_a[i]:.0f}%\n/{peak_a[i]:.0f}", + ha="center", va="bottom", fontsize=7) + # Effective BW annotation underneath each pair + ax.text(i, -y_max * 0.04, f"eff={eff[i]:.0f} GB/s", + ha="center", va="top", fontsize=7, color="#444444") + ax.set_xticks(x) + ax.set_xticklabels(labels, fontsize=8) ax.set_ylabel("Effective BW utilization (%)") ax.set_title(title) - ax.set_ylim(0, y_max) - ax.tick_params(axis="x", labelsize=8) + ax.set_ylim(-y_max * 0.10, y_max) ax.legend(loc="upper right", fontsize=9, frameon=False) fig.tight_layout() fig.savefig(out_path, dpi=150) @@ -432,7 +503,8 @@ def _write_csv(no_cong_rows, cong_rows, out_path): fields = [ "graph", "scenario", "label", "nbytes", "n_issuers", "total_ns", "makespan_ns", "min_lat_ns", - "bottleneck_bw_gbs", "effective_bw_gbs", "util_pct", + "peak_single_bw_gbs", "peak_aggregate_bw_gbs", "effective_bw_gbs", + "util_single_pct", "util_aggregate_pct", "pe_setup", "noc_mesh", "ucie", "fabric", "streaming", "hbm_ctrl", "contention", "path", "first_path", @@ -485,26 +557,37 @@ def _verify(rows_no_cong, rows_cong) -> list[str]: ) prev_bw = min(prev_bw, by_name.get(n, {}).get("effective_bw_gbs", prev_bw)) - # (2) Utilisation in (0, 250 %]; values > 100 only allowed on shared - # multi-lane resources (UCIe per_conn × 4 → 4-fold parallelism). + # (2) util_single in (0, 250 %]; util_aggregate in (0, 100 + ε %] for r in rows_no_cong + rows_cong: - u = r.get("util_pct", 0.0) - if u <= 0: - issues.append(f"{r['scenario']}: non-positive util_pct={u}") - if u > 250: + us = r.get("util_single_pct", 0.0) + ua = r.get("util_aggregate_pct", 0.0) + if us <= 0 or ua <= 0: + issues.append(f"{r['scenario']}: non-positive util " + f"(single={us}, agg={ua})") + if us > 250: issues.append( - f"{r['scenario']}: util_pct={u:.1f}% exceeds 250 % — " - f"likely a peak-BW or effective-BW miscompute" + f"{r['scenario']}: util_single={us:.1f}% > 250 % — " + f"likely a peak or effective BW miscompute" + ) + if ua > 100.0 + 1.0: # 1 % numerical slack + issues.append( + f"{r['scenario']}: util_aggregate={ua:.1f}% > 100 % — " + f"effective BW must not exceed the aggregate resource peak" ) - # (3) Single-issuer utilisation cannot exceed 100 %. + # (3) Single-issuer utilisation (both metrics) cannot exceed 100 %. for r in rows_no_cong: - u = r.get("util_pct", 0.0) - if u > 100.0 + 1e-3: + us = r.get("util_single_pct", 0.0) + ua = r.get("util_aggregate_pct", 0.0) + if us > 100.0 + 1e-3: issues.append( - f"no_congestion {r['scenario']}: util_pct={u:.1f}% > 100% " - f"for single-issuer scenario (eff={r['effective_bw_gbs']:.1f}, " - f"peak={r['bottleneck_bw_gbs']:.1f})" + f"no_congestion {r['scenario']}: util_single={us:.1f}% > 100% " + f"for a single-issuer scenario" + ) + if abs(us - ua) > 1e-3: + issues.append( + f"no_congestion {r['scenario']}: util_single ({us:.1f}) != " + f"util_aggregate ({ua:.1f}) — should match for single issuer" ) # (4) Effective BW for a single request = nbytes / total_ns @@ -518,7 +601,7 @@ def _verify(rows_no_cong, rows_cong) -> list[str]: ) # (5) Congestion aggregate BW grows monotonically with issuer count on - # the hot-target series (same shared bottleneck, more bytes / same peak). + # the hot-target series. seq = ["ctrl_hot_1", "ctrl_hot_2", "ctrl_hot_3"] last = 0.0 for n in seq: @@ -529,17 +612,27 @@ def _verify(rows_no_cong, rows_cong) -> list[str]: ) last = max(last, cong_map.get(n, {}).get("effective_bw_gbs", last)) - # (6) all_pe_to_pe0 must approach single-path peak (≥ 70 % util) — - # the shared r0c0 → hbm_ctrl.pe0 bottleneck is fully amortised when - # all 8 PEs target it. + # (6) all_pe_to_pe0 must approach the shared single-path peak. if "all_pe_to_pe0" in cong_map: - u = cong_map["all_pe_to_pe0"]["util_pct"] + u = cong_map["all_pe_to_pe0"]["util_single_pct"] if u < 70.0: issues.append( - f"congestion all_pe_to_pe0: util_pct={u:.1f}% < 70 % — " + f"congestion all_pe_to_pe0: util_single={u:.1f}% < 70 % — " f"8-PE hotspot should saturate the shared HBM CTRL path" ) + # (7) ucie_eastbound: util_aggregate should be meaningfully smaller + # than util_single (the multi-lane peak should pull the bar down). + if "ucie_eastbound" in cong_map: + e = cong_map["ucie_eastbound"] + if e["util_aggregate_pct"] >= e["util_single_pct"] - 5.0: + issues.append( + f"congestion ucie_eastbound: util_aggregate " + f"({e['util_aggregate_pct']:.1f}%) should be << " + f"util_single ({e['util_single_pct']:.1f}%) when UCIe's " + f"multi-lane peak applies" + ) + return issues @@ -558,15 +651,21 @@ def main(nbytes: int = DEFAULT_NBYTES) -> int: print("\n-- No-congestion summary --") for r in no_cong: print(f" {r['scenario']:22s} total={r['total_ns']:7.1f} ns " - f"eff={r['effective_bw_gbs']:6.1f} peak={r['bottleneck_bw_gbs']:6.1f} " - f"GB/s util={r['util_pct']:5.1f}%") + f"eff={r['effective_bw_gbs']:6.1f} GB/s " + f"peak_s={r['peak_single_bw_gbs']:6.1f} " + f"peak_a={r['peak_aggregate_bw_gbs']:6.1f} " + f"util_s={r['util_single_pct']:5.1f}% " + f"util_a={r['util_aggregate_pct']:5.1f}%") print("\n-- Congestion summary --") for r in cong: agg_bytes = r["nbytes"] * r["n_issuers"] print(f" {r['scenario']:22s} makespan={r['makespan_ns']:7.1f} ns " f"agg_bytes={agg_bytes:>7d} " - f"eff={r['effective_bw_gbs']:6.1f} peak={r['bottleneck_bw_gbs']:6.1f} " - f"GB/s util={r['util_pct']:5.1f}%") + f"eff={r['effective_bw_gbs']:6.1f} GB/s " + f"peak_s={r['peak_single_bw_gbs']:6.1f} " + f"peak_a={r['peak_aggregate_bw_gbs']:6.1f} " + f"util_s={r['util_single_pct']:5.1f}% " + f"util_a={r['util_aggregate_pct']:5.1f}%") issues = _verify(no_cong, cong) print("\n-- Self-verification --")