From be26d3cc5b682479762f37301668cc9c95ec68e2 Mon Sep 17 00:00:00 2001 From: soulteary Date: Thu, 22 Dec 2022 19:42:42 +0800 Subject: [PATCH] feat: add web ui for core ml stable diffusion (#56) --- README.md | 45 +++++++++++ assets/webui.jpg | Bin 0 -> 150916 bytes python_coreml_stable_diffusion/web.py | 108 ++++++++++++++++++++++++++ 3 files changed, 153 insertions(+) create mode 100644 assets/webui.jpg create mode 100644 python_coreml_stable_diffusion/web.py diff --git a/README.md b/README.md index 1f04efcb..616a0d70 100644 --- a/README.md +++ b/README.md @@ -220,6 +220,51 @@ Differences may be less or more pronounced for different inputs. Please see the + +## Play with simple Web UI + +
+ Click to expand + + + +After you have completed the model conversion according to the above process, you can use the following command to start a simple Web UI: + +```bash +python -m python_coreml_stable_diffusion.web -i --compute-unit ALL +``` + +After the command is executed, we will get a log similar to the following: + +```bash +WARNING:coremltools:Torch version 1.13.0 has not been tested with coremltools. You may run into unexpected errors. Torch 1.12.1 is the most recent version that has been tested. +INFO:python_coreml_stable_diffusion.pipeline:Initializing PyTorch pipe for reference configuration +... +... +INFO:python_coreml_stable_diffusion.pipeline:Done. +INFO:python_coreml_stable_diffusion.pipeline:Initializing Core ML pipe for image generation +INFO:python_coreml_stable_diffusion.pipeline:Stable Diffusion configured to generate 512x512 images +INFO:python_coreml_stable_diffusion.pipeline:Done. +Running on local URL: http://0.0.0.0:7860 + +To create a public link, set `share=True` in `launch()`. +``` + +Open `http://0.0.0.0:7860` in your browser to start your Core ML Stable Diffusion adventure. + + +Web UI relies on gradio, a great interface framework. If you have not installed it, then execute the above command, the program will try to install it automatically. + +If the installation fails, you can try to manually execute the following command to complete the dependency installation. + +```bash +pip install gradio +``` + +When the installation is complete, re-execute the above command to start the Web UI. + +
+ ## FAQ
diff --git a/assets/webui.jpg b/assets/webui.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea68ea09f66604682bc80f58c7033bca83460358 GIT binary patch literal 150916 zcmeFY1zcRq^Cx<6CwTDSu7i7UW^fo>l3`|m0S0%8;qGq1odlOSt_kiTL4zj*0tpe` zB)Ru@?|(o4{qNh|_jdpL-fiYgf2X>-x~jT*PIYtUa^dnVKmpMLYXMkTSbz@Z54cT z&p6mn2qg{+DSa`0Pj#d-N+;MGX&P(*g$KLBzvhdHSL}+}VCgggJQl z`6_W>M*gLer?ZEzhmW&|=f8yi8xQ=e`IjI5?1ZuE-)H~RVSi)P*Z+@M(deIE_@#@F zuckjnwf|@)e4s&|NKq4{kB6T(9I5G#bob@tVEdPr^6DOL9^U#M2&58+#NX*)b#)_e z4@Z<6ra=ScvH2iuC#exuMv8nJN#1|C|;j4o`0ngdZG<;P`{?CIP8OTEh`5-DWW^T1z8Fwz~9`37K8+{;5i z=vPwmGlOK45D^1p)xi3=+`rOliW!!K#blrvclQoa&cSE3TbJu(2uvb&!^p%?3#_M! z*&zS`8PpAq_Q9qA0JOWWw~4kIo28XC8^IPp05AYlnB<=i2KVt)H8RrsDf7?zciR5v z``O&DjQ}t${8QGS)c>0`6#|nWV|Eg@7=B-b4;+ob6PRlo?&4{O|kCgY&IXXg5EMFMkyt%sZ*8$1hBd@#lgw z@-K|SScoaV=#Hqru&?)D*xTv*+JrBL3DFiJ7@S`vyBhE&jwl{(sSZo&UnY&guq#@*v%{)&9hP zMC&j8;lCsI7xr=et1r@B)$C7x#NT}A|2Lhz|E4qYZ*m;}<_EvO$^043f68?En_Zs1 zM$kX$&VTC*sA6K}XS5&zC}56RD9FHH64X6BgS=5r&c1A_o}O+PNAOLV;@@su!(LMc(=24Cb=`+kaO8txGkO2T4Q2;={^cRh*2mr1`06=>W+|T>B zcYmD(V2%ukfh(Br2L^x@-~{*pVE_b30}8-(Kofufh8R7q0DAxqI0I^Qpw{YTcvT#aq8gaUD263iw-r^kK ze8I)XrN(8$6~&x0wn@N0vLfWK@>qQK|R4Uf+>P6g3p8`gx3f`gj$5wgzkj*2(t)l37-;95xyh* zN<=}#O(aibNQ58?B1$GIC+a48MYKiqm6(#4msp7yO6)>>mpF&Gk+`3Dh4_SogoJ}c zj>MP*MRJEEhvXs25XlQec8J#W6KAEiq#=3ox57hcK5hk1>B@VP(-~@np$m>18=!rDMI$>cX1A`jmC| z8uc~hYp81(*PdP5W20qLWpiW8Ve4c2z|PFB!|umk!v2!|D+e!!8OJ@22OO_Ci8*CC z9XT^NdpJLEUE|W{3gxQfTH+?+mgRQl&gLHEKIh@(vEYg3>EPMnrRN3n2J_bOuJDoZ zsqlI6mGaH-M$;xMXh16v)iW(#RUgCddxS z;mN7V-IjYS_eEY>-dDa^{=I^*f~!KU!j2-ZB2uwjaYKni38qw{^j4Wo`KI!H<+m#A zDlnB&mG$eK*Adq%ufJ2}S9MXXS3Ob_Q}b49Q#)6eR}WKvu7RVWtr4g3Qj<#4Ofye& zRf|K*NvlrlgSM1*i1u?GJRMz~RGoP+3m6Wr0e^tVK*At>x}>_Mx_P?mdIEahdfoci z`Vjqe{S^al19yWCL%;;p5qWtiot6{8i(s?(al+T6O*`jd^OO{UG3t(0w) z?VKI2U7+2tJ)^yw{gWG4ZoqD|+{C+SakKX3H<%%;6!ysh>`>tF0j>_uhVLV;BQg-X zNF`(%@|~lSW18cRlaf=q)2_3MbC&Y~N*$GlI(E@zp1dw?cH-$Zx0 zQ@Ojk_j#~-1bR$*3VKF)zV(v#%Jll+t?OOsgXLrA)9FitNtnj``1~UM*8G+I^Zh>u zm#Rk0#)(Wl&!3}|j^n|j9-VI#~Qw=M*g>}o}R?ltD+Yz_7?r7hs zzDs=9_3rpRv3qIvPQxw2yCYa4?nG=vYDd;ZkwI{)j`w zjl_$^XT^U@fG3P3iYMkIUM4vvy-b!)E=s{qaZi~`RY|Q*qf84<+ep_>Z_i-Mh|4(5 zypcJaC7D&6O`PqQ{WeE0r!$u;HzoI5o^#%8zFPi+0_K9)g7ZQ|;Z)J}qQ+vD;`ri= z`>6X1CE6wJr97osW%yXTB9E#bvp>#%Li;57De=>YrI=+o*M`t0j@+-HW* z)n8=43|?4Vy!#sPjo@3(cmD6)KXiYrT%s>8Jz?IzvzDL#EWmce{A=N36(&!%0sv}E z?oMp;JJ0@=d|>_F8(=WjAJ50Bi|~e_g-20DzC91n3vUB2@tZyw{hPCwu@vkO~0bQ!g*SmR(+cFT>!f0X`uqF)1ktF$oD7ITZyNIVCv>2?ZSmB{dB#EiLJltMqg<^i(vo zG(Ux4;b8jU;t}ED5z&y5kkR~im&@k>B_Z|@?n4|bN&uS@3x^WxvJYUvI3J_h&&}VT z1rHyW02_x8iwM(vlLF&FY;0V7Qeu1}9E=ep02VgJ1WJ4=0%~?~8V*%sm=_@}$i(z+ zYFc{JDC?@Iiz0; zW&|e8(EoOP02dE420j6%Q4OOhHWm&xE;c?PJ~pP{{2ZPVmx^6n6_1+37?w)I3G%vI zLQAJ+V%qd#4gabHbn*k2gXFRIJ@rxo?zGD#fD{Ka03{A3paOh1{nN&O>i^?BfX`_b zcx71ja6D=A-s%(!xc;$4Ck|#$|EqX<&49vf;vp0^Gi6NxnS6ALE*j;@9eU~u3V z5G$>C*49+)qHfdD+H4%8gZ1;kf!JSQnw;qQ=e+D_*UzQ-I*n$a0>;peVe+A|`p8t? zr+b_tP0jJHd;=yToTl8mI*isYy7?V(I(w;1A8z=pNSD^$KbAHWs&~wI6O=hRB5mxw z18a@f3s}zR^#C<{RZ;1xO$Bgsjcg*MK$r~{d9>poEXX#ja(1-_p#>bO$NF)V^JS&4 zpcGQDpCp|oMxMen1O|j3T<@Lf^%Kgd4c|rKw>(MH3K=^HA;}pq@rZyurb>04S!^}m zCpAnu!b%wjNx5(pGy*%jcJ?3YLsho$W)H|=A*7E(2ji>8;ZiHC(qL9L_OtI zh)?StX_9DBuCLXsxZs|iD4)NyYwV^}j$FrY>czc}k@cUbT*3a4!lJwpoRltBdDj;u zH-dD3iuU}HI-feNTMJUxXkLm~$f#gIH`(~T=c%suNFC8X)$n;!n&-zFPE{4{+hv!S zoM*yf`z~RcWX@mO{N;Q`kSwK z7`>zKQsfkVJNMc2^se(8*4?7ivI5C*NSpF~#J%c4v?6T<;w8e-rE4K>0HI~UB)^$u zl{oyEvfJ)Em$mSuy+m#lgG*h!fDv7}zC0(tSM?rv5#cID$xwwp46$^S0@p`NCce7g zpbR4)N}#jMCU^Td!vXNu`e}XFKG%%|X-L(!?(!SIHX$7~YKVq2SMQC#n>aV8HLfEy zAsrig$;9Ir`dE!}aUz4BU`siFpXw{mSB1J@@j=To1MC-)(X>>g{;NDDdub62l#B`K z^}aJM+giMdO1hKny@)8ooEGDS_M#pZ7prioY^eKV@e63HQjAv_ zjZ9v>35Skvo=cOwyea*WKexb$6t@zO4S|ea+Hm2{{OyYG8jmGPkzB)I`N!#;oLvkE zXSB9C@4}fD|J2K?6OA$V*AwhaG(qW%)VQvou?{+PW=cfXEZ-NxXqHAp!q<;EufI*6 zN-TA=i@QI$rQQhJIVt2RgYFrp<-BAlj2W9M0||c2b=zWL0qM-@v-YS>ty7g(XJpb2 zYXoqzKVSLQdC>U60~Kk83UXdZ{O4ym)nccH(JI1sxPsa0&Q1c9sUFsB zHD;R?D=a8jzPJUFct$^fB%sMBwhEN;PrU@dN%0?8#cS4fJOy)V_H5!@e7hA94N=f^ z&<*+-3l0!SLO9$Hnl~IR2|-oqF0oB_z`k41JMh$gB4Zu0(fH^fUCG_PXAkBTKC=^S ze_in`un*4niliDXY4?b=NhHzpn!^C|16UPH?~+U;)}p?Wh0hw3hi!|OJ45bki07QY z@OCMOaGz9Kde${lK_W)jjf!OT-9Bd0`wp}wpSl~DGc@*sKW>jtcY16N%?B&-$DZy+ ziXBC9?`qaWTlToA@$aS^wnXh~l^W8tqd65ASf@ZBrE)pG_OtwV2}S;Wmq3MudIqr+ z4+1*74|0-fu%%DnDu}ZHwM11=fo((`Bo+|zwTN+7uI#QO_xl-KkSH9@6cV zb&u{09R#GijW;Mp!#Q_3IhiZ2UX5}u(vOh(y%G9PaO=F5o99#0Qu=19;jWi7n*~AX zI66Xxf1|~DPTOCcsF4}bS&^6b&|J{tgj|{2r72U9(H9vj1-QM;##wCL8Xi$8~v?IYl5fE8ePUa zF9@TF6knzLHc|K7F8fheS*uLdchYKhM{JHyPJ*aAQLRR<5>ftfCBL}ck| z`N(I_G4&OEChX3Wp^;da{BUh2S;5o)QNRi#?x$Ov$PChE1lSWk9W-V z8Hg;h(!4!;6>z{MP*Nm+378OE0s{}F>JG~!b^?<$&2KwAvc{dR5RhNJYuA%x;=^gSYXvUi2j}6^eBUeC@b>3EYb&mTw66Yb-vtizxE)-L=+bk6|c5(q_eCS)fL#@RG2g;xDewXnHIg` zyq>$IMCb5Y$o~rFi^Gn>LCEyG=!?uM1{Xy?*(!=(&~4q__2017fK!Klg~yg0ynEM>_q*#?gq*h27mnrV?h|3Y`U) zT>D((B+uO5feOV@v@YV~(??cX5TE#r8N0d3B_{ti>in0cj$_|Bpq+kC$Mp%O_bBso z@pUQlf)$3xqA7gLwK6H+bBd@o+<@il9&&uTuz9%6l6apP6Fz;3&`7AelGS;d83gzQP`8y`;c#~A|!{BUaLZl`a*A&=e%`GF(U`{x{E5-p7VeieDZu#N@r?l42 zI=W0x*x&&rts}Rz0@YBKZcB|@tY%I->(r{6#Quv(R)Q%^JiOk(x_wc0;}RfZ1K-${ z$p7j%|6QPSHC^=pnW~=7-nca9G^n9dS^Bb6t)&5BbD&}KWh^SAew1f=C+MU(o_xIL zP3ar8(~EFdM=R)>j;T9sMn-qvpox}kbS7#+{>Ap3^N$hfO91JEve+3b6sXKd-$pb$uM6^C2yNCcsXn;Cf+{XT&S#XxE`ix^YG1ijcBWy12RwDv`JBGn z(4mC%fzQng5+2JGJJ3r&y)IUWvV4XyCd15mukCCZ+EC_tQAWY>O#37zq$S)?P%YNk z)LSnjz3bY3HOZ|W%CC9}0UApl->>DA(XH3xf$x?pG0hZ0b8Ci+bcM=iZWE_%WSL0W zfyeS`U-7-%Sx5^Nk7kXWHt6=~l@I;S)R|7P7A!AzpoI`8*JQ7piqH%LF`1+llxv_A z`$|C^N9~7<10vF}Tn}+6=|UGj`WvN>G{j5!ox??}DaEF{z`R`iM9K+$+H+}4gWt_v zevByD=ud9rTkO1d&#F#&R<_?`tK^Q{++RaedCj)DNKkliZ+kGU!X1fCjI_qp$TLs#X_KkvDA!U zrU%-^Rj_%_IvJIw(@wX}eBcq(YEgdg`xRXiUypK~O{ZFy*2xORdFP?;8WOjm4lGwD zRO$Er6Wn=zslcevoZlo$>~Fee`N37>5xC*GgqeIBEmsw1?t4g@KllB^HW?9bkoXj} zXDDOm=EuF;+H|?%xYA-zd8fy618K{+3V00E<4ut#;I`^C8@U;T?SMj1lWoOt<@`~w zf<8-Rpo*R~#r>U+8ha7ip8JIEiFQFRDfuJ0x$-+*+M5J8goYP88?yS{jhhCnWV}XR zyc>E`<^z`9Gowqc5SAG33#3a~hxUs|x2{;5K1{RvT&>_XJ^&K#t;(kzv*3Aj&EMnY z$ZB6X>O?K@wsxR<88y+1(y^pd2U{PnR?xH{N;pktWSPz;m_XLhtwREoWKK3&cEA-V zp*=$?#lER8k5A-8mYdC($u;)4iX_+jYmm%-l5< zoT5A1=F?R{ta-wg@JaxhU*$IzU|!iIm9F35t3& zFwT6?Ip!2%;;rsMkAyd$KU`cL`X+U^IzxU%Py7mLx8t(=plOZtM{XiDorDGlFlkQ+ zlUrX|ns$p*6XZ5B>Pl~`CGF?WVZJr{IaP>w-WS8%GN4Q=s-D^){> z($it7ClgDAX&L3^l$3Pqq7f{LL$`Jt=Z`{KNKBE&p5q+F@~|16zNpbFqh?26V^z6z z6%IET7(Vv}%QmU2%)5Fd5Tn+n;=@K8y!t%KWUH*@|@7GX>FttRk#85O!4@mHalyh`cCIExV7P$0}V=8{PaN-=ZAp(BgySXWPxd7S57jBF5K(^yvqh= z;|_PQvV1Gst~zrGXst^1e=a84Aca-z(ihWBy9kYBZO+kjZuYuDrbf9#QeX4>vBaai zAoGe}YCKaDlUEk)vXsK79`Q;(h!lr-1wWjTR}>*`9k@BmD=ynX)jl6WnOfa(LdNdc zpTGo>b8L#dkUkzz9)!l`!KYRVd?I&_?3Gm3^ygEwL*t|h^SLcs7=2h8HIR=xPE71G zT$|1vKOT%8=oli-5_h2Tnq~~OJ=w~XVHYnUNyd!j;V$kV3%H3l5)yM5;vxLDs@*C!vCGo2 zwC8*H(ygk>{Oi^J>bkD@FT5BS?qw&bwuf^C!eU*-H&{bQ8ZdK>-+O32vmO*22$85<+lPSbdEq5E%*-R9fMu4zGRvSO+ z**FLIn(*k&(T)Von|vYpWi7l-MHWc%*xd#BLaXHHY^vIEjpCqiF9xIOhE1;WkvELm z>&$CP$vjh5mh!Dn76xU&h4B=pkbb`y&_;hW^Pam{g|y>v<-3%muihsSPO`GB`-IB9Opm&a=+d`4Te(N{8wBKi_Jcu6iPkJa z)JApU_C8V1_)V-3%c>P)k8LZR#;CK-Q)wf^$Ao?)j0N30J`5XYMTH%3h6@_nFEJ55lkBO#b9HWiQ=$z2AMb+=9Qhs!vr0 zmD<=^XI(|UYjTvXygjef3toJ}mv)z5* zz1W(NFyyj*?ylv392J!QRjT!29Q#|X)6HGyzSmvTiP=7TCpSduqz&m@Z=j<+q?Npe zD+i}}s|1zeXk=O9X3-=!&qor;Z8;NiKc+WWzc!hwczoE93jr;=+Q4XIVxnnf9{I>D z4^ZYV94~woRkKUhnS7krD+T6vu?bbG)F=E5H|wl)43Y4OsOYvLg57L9qdVh&bzs)p zS(-2ZjP+@4-=?l^>Vm1pA~#P#rIu6JhO}W&%phuKZRqD|_dn$y5B%eS|HU4_v3EEW z?}+r`+Ecf5=&&$UlbI+U(b_tiT6FPovmMC^?BTxt1|p;kgKHPELuGgsyACv82;fs-zC z6VRfz3nRS9{Bi45?6R>VqF8Fp?hm53IoM~MxEpY{Tc^OBQjA7*l=QDvTV1xoA2Fe7 z$w^Ah1seO@_4sO{jEeQPO=3sWS17#_mN^!JvNW``94$D+BS{|<2+@DW(XZb~FtaG% ztEIeU>y>wR%uo!nmxNuh`Kto8@vc`K4E>p%&eyQBV)2bG(!!yiEVpg2i4<&P!n@RDpg1YCFL7f zVS*T(N7u4B=93gH-9E)tL+fS^6U6-`llB8{`+<-vPS;@xxzMG0fib%6=Q({l?zWR0 z3b9^omIwaEEXgQ*F+_iCJYOb0_cOXCY+Z5kDP|W4O_pJb5n(Ds!@!4#9O?OR_m8(g0lRH!7iWrvf!ZIz0* zL|wdbGZ`146`yJM;nH>GjBw_5R1i2^csXa6aOk~&kismaS8zsBf0*K-d%?1)zowUW z3i$Q`%jZ?LUIuN%im7Jhm^)YZWBTR-Ya8_|U^Ti5!7eb@%WbD2)hH11nQ<)bY4d58 zRgjKp4ceUw>a5?w7xRU9%V)ETl!3j8P9jmKghh?Kv~e$GdThYORoFG(CRVFS&`YDB zqUikT>wX^)d$W}z$hbWw8bYe( zti<<=Jke{^^wyUzp$qk&akgo)*Nuh52Qie7#f;{-CNR;A30BfIWm=V+dXD=ok-V4f zrH@$jxF=t3zpYtpsUyM3;W+`8SP9W_+eoUPRm@t*sf|}MHD!E&tyV%=Q0fAqt#1Ez zrYu|^@+GR%(c4dy3AVja@o64a12fp8TCZpa%P90HoZIL+e&}V;&`LY4(3;d2NjGkw z{zhJ6;*gVV3FgZ)?P!Vb%1lWE=jPh?4@uB>d4>mac+nMpIAb1=I*>l`ep9Sb()dJJ zkDccpQUIdgEMXkV%fgGE11*8>FX;^&dAbo&QyPV{nj#R(hZQqv9jOeq54ISYSl<3G z{_6gZhr_wP>!U7p5D@Pbrj;*%R2t+I)#qvim1>%8LL5gIz6{iYVPV_Wdv>j_HS~RV z^`C_cIKe`emZBI#!bK-35F--}W*(xwm ztS?1TyyZ6bB9oosY0s{Y9y@T#6+q)7o3yzu=x>A!}nn*cQO~1~RIh6V1nnCq=PF%VZ z$(_dr`$8^OY{lk?`k09dmJH1y4XP{)ED^A+6=Z`$ zAKb`QEfD;n870Zz*2F((+ZVRSxno=BGh}pp~ydR_t0DLGn>FSz?Titm4mU zT@oFinRsXu*Qh>NYc)Y-d@ArQWL2{boh_7WE)kq-Uu(d3)QV?t$Kz@ma((O5=*-a~ zNV4INoX%~qcwIWR_M%1>EW;WWHDw@7Y(7)uyZ!XJsg*i2=x~wXj_bnH;%EeH&M#Bi z-oKdJYM3X+B!5=N>{U*zz$MV^2A;?JO|Lay!oxg0oER(DmBm+^D=gQieTDz4>kGzB9DOcL+Czm%|6{WjbPZAX; zaZ)p}{cz@pZe4#W!Dtl;v5tq;CFSP@8Enc8SfcZ#GE(a{c9vH>3A{ulC64{->tVes@9jbH)%QO-ClDyB8_u2 z)n$9@;Rg4yjOKHf-@o+wk8e}|n_I6$X_SIMU97#F0DPcQJsL|4-Uo{TtG4Hiw}ai% zSJQMF-0u*`8kJ3#G*NMqX~y+XP3wW~sWGY2#`1&RI5-3;DSrJ<@PD%%|H+5Pmy_Mt zGq0bD;2M`pc;F+v!E>d%;~OaK+BV?w=ELym?HsJS+r7M#KW^eTTmq!U+F$N4{?q=C zfBuP&|G%scV7X4Wd^t-3)D0~h0N&I8`;QXQf4BunzE+P6Z<>#-qfLaE_kg_^K{TMaod=24U4vsuU}p;2$DJsAAs+TEegxB8b6;c zV~=KyZ&+}S(WEd|Sv;3=Vc@IJ#JuvmP<;ub?I%~DeJ9bpP+QqW4rGPwVgu0)CUJ%| zy>`k}){`airo=&F_dLGLaCE1*6C`baymgw4yNw^QZeA|3`M5ltXZ|$<19D08p|qq7 z{YT$v(yAt6ZXUN>NYRQ+?wojTvo&3*`5O~!9W~n&xh+_JNQu^xO~X2 z<3K^YBglSh)LZuB#PC^qB_rD2)}I&G%mL2V5_9ApWI_xE@GV`E%W-fFw+ z8jNtI=^t7lt@G#7$hca}KIXCvCCV&@91!3~dD|ARzFGQ4>g?u!=YK3l{^&&>vrKaw z2D^wsJpUcDH;4aQLHo_?5~%td4QCm1(-vR4#aau2S=l=XHr^k5faJzUo~MXZ>gz^J zX2;w&nKlW^?Tjlpl?}2Gj!?HC4ML=&iMdkwaUq;fP20z-yk`4-CH1q+eOtJtv=+0~ zc-Uw*O|Iq4^mr~8pwkkGwA7@ewSxSzIiIeyFG(#QOQf+h$j!_RJh9Z67=EE?l)cPV zyjQtaqJ>O<#MzYQpPG7T5Px>QE zN>D6MUEzZe`hivX+~J#(MQk&is{k51{`X^tMH{qzkeR zCi5+>kpXr4C`k5?w24GP8Ct3HgDIPo(+c5%wAIj9)uMG_hqGIgiRTjZ60fu~%P%m^$!t4FFP zsKGXpYomt8(Yoc!lgX%UC&KagJI=@azTLr$z8j`?emk30P#5mbXrmU1)d1dtH?Jnd zyAqg5w4orx(%T~hD8YQL&WA{{V{}L>4AzxE%dC2T$F-t2QOlS??8Mc^^o>=8GrEHb z%~i@dnr-RiR(1Qad(|r*=`1(lvV~KEvhiTkW|v%&2>I}#>6cVsxsUFgO_YH#&RgmH zblFM!XvL1snc=1XsRaedbDkT9J$oLdNAT2W(CQ+JwD9e}D-ehE%CPaqr-X+pgV!!@ z$M}n{Y=JmU*HvgwUFm~}(S5d~Aia8|_j2a|X^tqY)-6sC0#9vGjjffoepxzP*Hnf+ z@*lBzC%_D!9X zIV8Z~BJ_qH#@6t)dH(*VB{a{@(+^3-!VX`{j(k%Vel};=>g0MRp5oW-4SA=`e^u^r zu`~KsFW<)Uh12%|-YUaZ%whlGCy5^$)YHEQ$2^tXBU*_ubL{Px<-I?c#Kx|L1nFM_ zothX6q8JL8<5~=rrpvDV_!w5EaHA=FZEkn?jWWLDxz?VW6;*C;|`uH|K;;bCo9xo6iU&XJJB(xv4XD*-_!?XN(CGOW*Iv&nkAj zO1SYA5~DJSaJ*2>gS+-F^Uc)$-1p0C`aG zD)<(A+gAqJv$On5z%zb#`loT%{xz%UThBlHji5ZLHATN~epPopBbaKKPWJs=bqV~M z$6u|tKmBy+PkjWoBr#DL@iQJUJ^eramidRne$9e>SP4d-UGti43;yGTuHoN8S>Kqd z9EmH*hn3OadcL*X?M3@J)W&BY6G$pIk&=7Y+_ILY)~|S{1aKZF;54fEo-cnR{2xdr zUViVz*E55rhOl?Ah_9kcO(?Mm)JrPW31wto33*k5%tGKYepU#8>LQx^lzdqRpiUOAq;;aS~IAabCLj zl7@fNsV!t`V@$u`;4AN1-4S)tjcy60cOxQOQfZ0~$HTro^nNW7TafzTS{E6%mjfTW z2;(y%EAs{9veoKL1L{WWa#e;73O??e5C!=eGc7E0cX25=nqz*%ILr<8T2Zd7IoM}z zHr&1+g;c5w*Qt_;&=^Esj5TvrZiRj8>+bXG}ESTsY;)tb31K`i}Ox#3+LBo z71aG`QB2I?TSA18skyN(H1q|n)SeDzX~3CHS!QUZv+g;{lkjgYXmQ@CE_g!p zAz*rUs~FVNgdcaXMcKfkPkF9AB3;>KC8Uw9Koh7n)7xpE8^upx*T^rtG@;ZRtXHF^VUp(^5axSvvwu3-fK`y&)l$3lEysYC-hbR+#fg< z?E^8}ZcWBUHsvA2j}kmZVM$bWBv(pm+eO1cUaqIRx!l>|+J5zb!~9xnf1-K}+D<sH7b$I^>AVcI$vZgL6h{Zd3S4vtubH7H6eew79~4B*w<{_>LH$OlWOL+ z@X{)kRx`l%*qfp|>mHP=L0=kGQcBlRU68J`*y^T0#ek?DaO>>Q;Cb0U;V$^$Dx(Kc z2yIjLSn~Q)ImXhxTK=#;KM%;knxlQhOnmj3OWA?MHs>}wui3g3>ei@tw)#lj;Zq_o zoTscWC$1s(^_)TI;>}kv10K(Vl(gCpE$Eb$Vx?x*m`^cJCoIZFQd_?>%+%~Rw2;lN znEaBnT#$OuE@r169xaCGEjPucdpmOl3%@5^l1p0 zFRAQWkHaEFk%JqYI#srEPyFQ2>2tVQLwXkT*3kv$H0m*<0V}$I`^^us8?k#cw!B!> zUXa`hNvHZ`9p@9-wU3OWK{;i?mjLB_g(k=YZ+%H=?9`(Ek*USN+qyzxmq=pQD(?cO5M{n zpJExK=EC=wlqA*d!v$Bool1n28+FITqxPZoTzslHB|1vw<73#{LqK_&;1u&ND;Cp)asVeG{!dmPrrq+-1PMtH?^JZ+zT3J8XJR{ zPEBWa4Sys45?J8VUJQN4+0K*l!94y|+XZXSeuKqOqKHFnsk^hX|Ipc0%Vgf#cBb3# z<x}J`G3KGm*G|NlnHp`n-bJ~7r;Arf}_Kea@!K2%<>Dlwe z;lYDkOI`KZ758IW{Ag)cL1W67Y2lDiiv^+6RcfY+Pida^?;i|p2%GuU>wolE5nZT= zerRjH7p&fA%%7_(uCBhgqWsiU`EC#s-^7Jv;`rAy!KdlS2YY2NWCRUzY_yCDqstUU z#w_NvG_8sz8$K1wQ$HJUpsTX_zo>i5s5aNOUAJ@2I;BO5+eCs(afcU|5NHSlhvLQE zp}dpgT0#g8g`j~z2^w_b1cwB-;_gm?x!8M+{b!GNjq!bJ{aSzT6dZW1x@QZ6f@eNZ>s*{Js+eeUG z)O1N0sI)-r8F$u8Tl`9EAeLK@IW<$LF%TmdzG)d!PDaJz9 zH30DzM^>)x#%*GS2;;GFP@dB@DPetk;MVNb)QJyXXfx1!di^lygv6QSIzSk#>Fu!$V2thMyMf$Zr0r zJ-a9_$)2{Pe5QMZgLurjh@6Rx>*cXtPY>ZRa$y_v)@BHi{JieKG=Hty%ex9pC!8#V>(`Co4Qy zwRxQin~pW6iM4;8Y$vlUU!{jWOoZpi&kM4i%oDBH@FmU=+Md(;7N-7~zImrpj2F1z z-PYap0m<`M7G}qkcawdzpn8>%P;U~A?Ll?l^gR`2Vv+wPjImXf6^$R{E#=>kK?x4v zN-Hu|$*NZ<`g>SOwMLLa&PkzyZ$HE}=k~;DM&AKj*;(B$oK>9{L+q_IH8<@zRO#LI zh6nnZ%!sp8I<&^t3XmqcKE+0`i6pB~K|TP*&aQz;soU=EpC{VFp2hZLq*)$uw)g>7 z4P5Kcj%u2HWr*ele;8H>V#C!XJOkq^W*;vOj09npJ~-Exeft1nLrq=)3JcqwbGaFv zQiSi>Lc{33pRtNK1E4`P4#uzSw<~zRG7enR!m5~;ciVfN?ry6Y)P}p~mywL4ld(V+?4MB~cC9K_ z>EFtZ4@Q0Bk=^1vnBnR7B{|?D;f?o`;?`&ECK9OXmn>&d?sJy4u6!Dr4?(Df+^`)= zkEpa=^~3L{7);=NbyYQ4O%YlJYRR7zp<5u%E@fnzJOWA+S06#@Lo+2zaR_XL$F3WL z;H9#q>~EHnKS4C?(qvhxWj6;#M*2>iXTcliv9c*OdjdBMWd+dIOK%xz;~w2TVe>Su zKJ#xknc3fN7M+9{Y@Ku_t^u>638|MnqPOdsZAm3o1%dHE ziU-~*{Px6&APQ?98it=g)D3#Q5To&G@?$}RA@-8%h)|0Dv5|b8#{@|4BTF~^olJ}@ zt{MF0ca?_LI6gL|674O%%hO?pk7(JC;QSh06XE$0}`ImeFGUe(8md?t4U_( zC}+j8#Evh?8RqQcMYlO>93fb~{N>Bz`%X9tHpSIDTp(jdqC?9l#LBYVD?F3D&Ah(N zGy6`z>Qu(H-Ms2HN1oKo0vj_cU@(56Lya}=QbnAKY02Ca!p3bEKJ)F$<#bIrd?uja zK6}&~;)DwPuJd@OW{fScq5H%YcK$s!rB4TG=kiLpxiCn7jnS>U#n@L|MIhV{58*^l zd9gc1PV6O84%?(iXB-X444`pa<@`T?{73`jMyUt~JZ~8tFyBiZYKl9dYGXjod!~*{ zn6+}GrHtJI_8qz#Z|aMMiLXVJ%vB~CRbuQ15YfMoI}5V5xg6h*Z$yn31+3DxPpda- zrf00OkcqvS#w_T_&1tw%qO>ER4OxGsk0Z!Dl=t`qZj0O0cOR)mje-RWq7kxwUIBRbMo2As^RiWw4?dF}z)uBg@bAM+T)%-pn)CiTySKOwGf*2G_rBWq zDp4q1WjA$ArpV@sN?()yKu}(Nz-O0?Db06vmKMDBRZ$d(_p^sJKESE1d}!vSNP>tedQ|F-RuLgopi3%K_jam%quIi+a6jOyOXV+|-PCb(lZZ>M z(q?mnV|~TaH5-$liQULw0}U?&MNS~FYj;D)_e%J^v;p>nQ1g~sGnmjDAGWF(A3ze~ zJ7;a;*hKWt6QLo6OH*>PN`bKl8z=u(xAMO%=QIXuz+cluXZt2A1}gV-bd znbeKZM$0#f%>-RC|1eY;S^OnrCD%(wbvT?0YR_IVG{3XZonL*B?A~Ea-E-Y5s9`1S zuNaAJcmq?7Xf&fo$%RpZk9SV!mS)-p%iadYu62iKElGGO(u$1Jt8%BF9-u#7FCjSMP>kre%e{JN)p!pB|#7ok0^`QHYaH* zb;tkWx+y>fqE_tKuY^WHKgV=@+Gi$C1;dRz38h2wX4xwTsT@fSxm%44HSN*IgP(h2 zm-^delc~gz%rpz8>4b;-Zpue~!m!DmqM5P&1kV0M!lDumwK_TG*+JtA2Ss}0I7o(N z2Xx_|8?!)yHRHu)?QuFxLWsR0n=1?9Y^Mn|i4WAjf;p)dKhmvy<06Ok0%#&u?>-dJ9|xTqEeKd^s{~ z??6n3y_2-r4V3t!5qM2?+ik*QMW@ypI$LUxHoFz>sjrD+!!lE;W=Re^-x#^o59*Kh zbGuA}OI&b=PV@OLI^kw^^wsnk=X3N{(tcp*qsQ!hMz>epBNbI9=f^pNSZP?x|7gVT}*9_GCga_modrn$FiYGpHf)?iW z)NCcxLD7>zE(~IFk159fM6Y;sxPsQu)P z#K|by_kL=pdrw3|1eZi7WTGKiX=U+37)!I?r0>!k-@w>Wo=BR#@vZSIhAq8t5&(8@ z)&0I9SJA`QXL%+rqOI4gf1R?pIn=%LYr(*x-z#Rl>spc%pmjU2J!K!Ynnp> z?{2iFOvqBeq%@g8+mq^ZEmziJ2ZV|MRVN3VdYY<(=;V;?hq1KyReI-`M?Y4yF0Oi^ z#=?Oj(sv^`5|s9rN1VjbTR}ss_t9@!?9?3}8y1i(8vvozG24Hhq~7#LCRqNQl|lSg z_U%7kE&r9(HwItK`*d5C*x&B_ueADl(nQMNz-o^RJ+VH}<70iKK-4gzDl#Bc{dOds z*-88+)PQj3lp=bkxW@RQ}mJ$c7F3B#?KLj zBn?|1I-kcTH;Gt)^TDMIwE?#Lg_zmU%;0YRo!A^rZ~$)e0-U?`v{A5JAJ!RN$; zPJ7NGJ$NpwX>rx3WLc9+bX^4nVI&Y|Mf6q4>NVO#eX`301&KsrNX!Ophm<)pF*}DT zKQBJc7Dbxy5(~cgt%F?%Fc&r$uhJjFTG_++Ni`Ke8Irccof?ZgBi5FvF>YQ`B;DUw zV~bs(J*lJCn|Z4dq6!5%@^BJNWRxXUi@NzKL^_l>mX zwP(>6{AMYw2p4f}zn9xP8WC#o3BbwcaV#J}4QmJk%QIu6`(`E%<83E0m<$KM=Prco z%myovoRKw>F}Ky$GXT)5*dpS}Xd1@Mb1_gyQS@|Gzv8}kEG;~tTi4Nu*GvU=ZUKDK z2KshZ-a9Ilry3okn#u4l_++70+1hXV*_3oJ{1BeQT&oq6^_?DxmEE-rV_vjK=<@+z zv9K+{UL2NfyhzH{LTDGfLA(3T5MGkqHtDJp4aF6o5U|B%8Y?W&RAr#!l%#b72lLCo zm>w0jAmSHMrMH`!EvK}+MIjNG`KJM!LZb59u2 zm~Hv&kl*JLL@G>*I%V!3n5p?DpRsH!H2cr+KQYjA1$KX`Qlx5gBWe z58Xz1zVs>voj2AkA>iH`s&Ci4PcvpQ&`$moMu^#J+FlJ6uX0Wa-VzX2^&C+)VjG*n z-oK9};=5ObiLO{ul2pO&BR{ahJo6(xHPYvfyHsVN`J^PibXLv6>Jwzoj(s~J)BU1O-X+?i>_8|oga>hY#n9gkN; zT|f8F_opj#G@$Tv?~*|aZk!A)F^r~0BYr;Ox*F88B`x&cl?aZ5?v}8h1g3z z&guKN4P1jXHyL%}#*iL?_k^5^AwG0RyfOkmW*V&ns+2X8auI)ohP|)23WlSG?c-*U zrkOES)pq=nD6z?8-i8zRnVCTq{4$gJu^iW$f#UA!Bll1M;DAL~0}o?!&1#FOAcgw_?_LDV8g zJchyGq-GiYy4m2nMV~~A+sddp^H)if))?-0z7Li58Csa;+LYTq9fD%VG6Necv5X(E zIdq)5yV5j}#TUBkEVfGvGsC8b)rjnT~mt zcw(>bF7wV-aoYHqZEUo_teM47Hbxp0`X zp9<=s+WFk~&l5TYsK>(5Yac3^rGK9MK_>QA@i8kQI?FGY%Ge98cFhxl^qaBs0Q3>< zl|zO1x8xN12HkONTC&{vbgW0B5ualZSyfmi1=2K*$ktZ)6vZ5i;h{c4B2~IB4y*H5 z`=%c%sk<7bdHeOQJ>Hw>gVB`O3-9`I*OP?(cAW+sUddJZ{B8t1F|aTQ=D1?9t1G(P zIpF%Z9O6pqk|WH;*+l2&DR;&Qy?0CFl>r{^T>nZbJKpyir)@$e?fOhFdggY}CT?yh zTAh_wZdsAqzS@PP!seM^fRX;4xp+xiv62|BXrpYL!1QL?l?!U9@Ky^r(TUp32f2FQ z6jXuB;PcDYcD&pIXRji02V(gp9$zL#E#CnRBF&t<2%^vSqbVIf{IFNaS9DbL z2MSneMy`I&mQ}K!2ySBzc+II_s{cmrP>r}AWZM$b8=`9O^bG{c92NvLfEgjn{&pNd4(>Sh;W9^{W5n;v-Lb>U6-0ds{Z(q%Nm z!!1*b8;oISKyp~BhV_v}f83Y4S$c&w`KS7h{t3IW7znioLXvXl;FQ!bJpH;HRl-oM zlWS9b+9itLxuDIpSXZUs*NU(Up4vGQHt%HKTx#>m-4mL>p&~t=f!1`SFHjnYwq=oBcnssJwbc52qXKsMBzi|pc%-tEA1$y ziITiqzX8N)=^|o^=HMnmtMVg%5_IwKn@iJF<2(us@U6cZ%{6z9x;tLKLJX+AsHHe1 zVL$9ed5qL4DGB~FE5LM(Bj;8b?Pg=K^ac4PmUCaQfL^DgKs~k-)u8k05Mhj2dzTj) zTcmd(+SKHtf+oSdx{0d)pPD=>Ryyjx8v(odcte*fVEE_AxgXmHo2gf0&$v(~wZ%@8 zQ(SyFuG)T3+c*pCMj8!Fox|F@qtv%bUL{Ra)m*VH z`!zOV@O4&UVQD*XMh0q)Zf4HTKtx)r0^UbkM%YQQ(H}Qao^chguu?Q;Zw#*|WEY1C z34wW<0K8#a#Sc*tWE9lz4R%Vs5XC5AId#a!wObAJ_23kkCZ zT&>;9yFPwIep3GRmyJhLamfPn%lqa*1+O$Cc}K2^RtkyX@>BuOI;Qe%BCwiZwz>>s zMUq(>wm5EG70j=pq1#T}Y|crqR7f{5NCZ;TU-JcOLEUvJu$KSkzoPs9^LzfFSWc@Z zRDHyKZBpxgL^MC1L>95TMbcUZp9DR)b@&NM9@O zPtEr!9+D)G3Xeq^Yb(i`s4v;J44LZKVbQysM(DCDVi8?LDLd(Bjq&kReJ}?}s zW`+A*TU2f6@um_k&7>=E%o?}=JG933`t1lZ`EKlR!(C43gnzNazBRQa?-dtiF8g%t zv88=j**FYHQ<@OqQL(6&1^Yh#BWCVeHEp;4+91wBEV$b`2X^rL8;VR^K*}nBZ`ix< zeGyr9NY{*gZQuI^1Kn{^rkYM6a%D~wJ5+hS$VDV~q1Bo+PDf&p)DvDaGr)<4e2b7k z3dKA?-Rh=%yiXUtazLj51k#!)Tth zqP{Jzd_YtJ$=MzHeB7DGD?P0wf?G%@rMO^^&d6U`)~;okUkd+Tn|MpPrX`u75Xea3@KWkY&fnBmu z-J$(({-$qwfZGRJSrzVs@44t>BUKIzNS+7Nw>fymmd)(%b%!LW6irCeaFEfGz?8Un zTTmohY|Wo8=3IC`A-ZH>k#3$%=*DitUfrLKt`rxtFJ@L|0!;AAo7}09jDJN5q{q%0 zFaw6{7fK2PHAVC%Epp1%e){K;pNP@~_;|5SrN=R?B)kBdbX`lmS1an$u2@!}dhuz{ zZsgvKrIWnCbhbN)|LEa$D^--EPnDQ^01#+wmsv(sHVEIpIbx{Xtj5ZWt*_Jzk=S^K~i(0 zBMQehtklT89W7ZsftDuOJ$&w|Ndoy(&|aeF3!T@DGM@o_t3WU zr828)A0uaTja&R(Io-KZkycrcafe8|J57lEI(pi_;(W5mR8Q`e*A10a=pR*jSD@o) zsT?Qa;z6mtW$(+3j54Pa&v&G@_1E!p*;%q|2NT!&p#~H%=6~(JddA4cq4z5x)%W{UpN0DY#n&UqsOw+*wN0|} zkzIjZc|)fLW~k}ey4Gsp*zm(Y%a|ebUrL15L5k7w=!PNaf@1wIw<#dM=@;eQ^SYh2 z+`OSShUao`!w@{tTJNQ;L5$huawn(cam%iMb&@w5h`+YmNa_&SR!@ZSGy1e}jAfK; zk2J?Qpz#99^9MFxERI`l`_?xm$SJ{L*LgN?*0kRECKE*OyB2&O>!U^i<`UMJ;W6i_ zSb#xn3-J^+n=Y-pdxF0+a;=L)6We=E|9Mi~3nn;iWZi$bC%C65R;`J@c4f)*Kqi}U zhDO7w_G?XE>hTfR4-OFqt89i`%XPN#ee!;HDex9at)dU9b(F&#jy75{;WbC~2Mr2_ zfiFAJvW8#PlV6TF9EFCl7EfC$`ndIifho z!`vP_sHlnV`(n_vO?gmJpZjf6N;el0-E86Xb?{4np7ZWRk4n)s>4gkXk27+woA5lo zO-?DzDB5@1ezT+uYe024FuP~_e&gi^#kzqptag{R)ikvcev@gWap9Rbsig9JlGL|u z`BEKfR*JpNB_-^?y4do8l+eYpu69PJ^ygx%WCyZ8u(ZOMqn^S+3iWc&1uhU>Io zru-|r}=SAq3mz4wLb43~Cdr+DZ2{378 z_h{kiu@uFqfYsZNORDDQ$gtV`r)Cd6@zG5aIhBuUS6$_1~q3cczB@_qG$; z8XobtJuXd+(79ip|2%2`ORSahq8F$_t|k%mraoi*c#hG%vCp7KfFbEJ1}1M<=BG^{ zY$P@34P}_=>m4tBSu3G%$c%W+tmcblX)AOF$wd!Xspu$V^4ggT>ho|W%vQQ2_3XzqZdC^h~xWJu!HiDiO<8CZXLN zYswM@3LxKmGv3(o54ZV}fp)~z?}vw{uVXAI@Z2iWn^uVnMWn`8Ds?ZN?yQ9h+j zycW?17SWn@HK3RG`$^R0wrOcscf{ZZAaUTwECp%|}`aDjyAxmSHIJl`n7E zFmv!+)AmgzCg{Bh;feb%$!UnOnJKNTf6zb0%(aA|PDC{+cCeV{aqTFCQ1?)u+Ze9qG@U|nXO zpYp;xDcWm4uk=&D^(x&j!0r?G)CJ^0$&}Eilj$AnZ10Ee9sXp~Uv4DmDM#{iaX#54 zYe^G>%=(%WidV@d2)jB4tkxCjtGb)HJ%6#DK!0*{ipZq~9ZaS6Mo-{g%JH%Z5Q2d^nQz?~#r5m2-&bg0) zR*`&K*T4ISzjH!LxlIupE%F@kpGRqw^`*-J=e;i`ElN>DAj>V}X-1^$;R1a7k*Vwa2F9wK>`KZ|@&?vktJ2c_ zLc%&C+^EUK^mOR6dtpmh^a+Iw-dYR_1zUJzyd^BYZt7{t+-PAx_JMN8MAz@UN2JOX z+{V-xs}uZWaT;E6(Gzui+U+`j{}rrf?!3WRGqx1|p~TueaeYS~C`g-Utz_ROB1M&90)v&%QgbrM5$OvGAa;f^Hl=aQg5Pi|`Zdb2CAD4o@asW-P z@;Sx6$O(f}YAng#p-aj57FkU-I8H<8+ONK}9;TC05m3G#Zy-}M>2Qv_uZ+}`d;dTl zJ?<*!MKSEU$=jBYjFL7MTFal#Q8q+#xi%JP>cTV1RD&v%(19iwOt$tfjO$|M;6ZNH z?LUeidG&O3J1P!ee|t5pRxH~ZTN^|=~uOFYF zXO)#TRa3TeE`eSzcrXk2aL(p*8@?_C|84 z-i*Fe??PxoWk5pX+;Hp2J}zP|A!N7rIC+cPoXEFIrchfk&!dZ#bKOtc(@suto6)mr zpD^1Nyk6J-5qX(_sE`MB{GdxSe8fasl;bn_P<#BYDU@S)w(E_8*m?VMSc0rH=6Mk~ zD>hrRh(;wW-{ZLf^&^L8h@wsBR(zP1j*^p}~_zDt;iM61;IdvxY zH89cEIhH)C0n2kI^`zJArM^+`$cJC%#+v9(X!qKV)Z9IF0ZkhsDCINuTI4$&ivrTx zzOY&QIEDyT)Nc0(DeOYErEOOA#D0WX|E<`4$Vd=3gDZ|V!#>{H|v6vVp#FmnISr(?xO_tbOpHhLiQW^BQ zeHLLLPYQCd#Juw9<1Nc(q(4OLd{G(6Q?^QYC8$p`r)S{TX`LiyF>f%;x=AiFhS>am zoaUujdpOBk{IhcYwf=?1R{h?2dX!a!=ORawN{@)kujjZ< z3D6#Y+P@uoxLlIqE&sYPdU=E?y`(Zfv2;z42*_o1OJiCzv-s)Nq}Qp*Gs)5sb&MeC z&@WCa|K|yT*Zme#JGJzBVzeZ1$Y8drS^oucOl_dZCuMg$#sLi+odP=UH$TFw4+`&W z6~;vYZ>@i~r*(LCc|=a!g|WiJf?{k;$X(4L@006wzd*zI1x@pGBLdkRH_(5@KslCztX-GcXh&Qz8FvNWXmE`@{5xGYdq5&JWtXhAllEd9Ivrz z!~sF35%aR-%T)_u+55$9TaeXU_#u0ONpysb3t?|_jiT@GT1P4Wjhgi)h&!u$=K6Y{ zhHIi)?VYkTP^l2_j3^#yZK9~(g{K5nUy(A@q=Lb93dOr5YNsWy=Oqt=Uiua}iql|X&RL^I6QC{ub) zUhNdAN1^3YzLe>*r@4k>_~gQnhIbCvQK-l)9pJ~#(ZL&fzk!j^qy9SG)n249f{hXe zooQ%Hu*gnX2PrP0 zxT#i_xP|hKY*Un4*8vq#X>Zs5+`{kQ!aOwxi$=3nDdrATgp3{&(f0RohC6ey@%Qo` z&mS^!i<-91UB3}H2vB{^&^MHwbo3C}20F`S$(8oyl!(L{bz_L<>J*hH zX_iKL4_38T$ozI#^2!F~78vB!b}eqBUV6v8D~yIkZ?_Fw9-NTAeZT0F_HCXbsUg+HLm9HL%*|Wn=0=Z1QtMA-{lVW)4#0Z%#f=xjdz|dxvy>&`sffu>O+wFYQ zOaYz)Af1H8sHWg{>nuIQR_pCtUN^-vx2E_^);%h>E~jxEPWEWFW^|TM6&37#wF~Mk zs#Y)}LpE?j&+#kb-f8n6H~iu>I(ogp=Hn_;DIE+rN%q-{kLCI{-&6EUiyz%FmKsUS5;vdVi$>UUS0OOCQ_XzBN;Qb59DNS;JOj8a=QA`3skq$Eu*!b>KB! zV?w7Ii^-DWw9X27wYVt0hKujy9u((noEXxSdicV$TYKHP5XXAts==7aNCT46Te!Id zVwGHr=k3MI%=RcOV6*l)!cc;zCPBS$H z9Xvdh3HbNb0QKHuJT;}|KPxZmjvH>7FV%<_*N z^f9Y?FTF2aotSLBqTW^F?*Z{RJ^0-LPUQR7-UNesurDD!1ZzzK0 zBMT?<05qIKBbzJ(nw-^c0?r!7Ed<@EOcmy5ES}dW4?530g$LGf#+|ihc8A Q&X- zW!L_vZBxPh8gA{>sRHQ@;dN#{g{}hJwjFAsV`HVD-K>`kbOoX4(knXg;@CVVnH#*T zpLBv@jil$iwpA5u%G6B`5rLU;p7py&qZ7=AcYWy(fN-aI`rM3tjeUDR22C0Jm@$tZ zcfwQ5I{QErUvW*_DGzalV|1Sk?vmBW5us~`#7A;jGwzHOE)R}L8ex> z8Z_dX@}(!>jSi%6Yb|pN2GGu5A}--UB%c8ZB4PDT)Q7-;Rb4Hd3hgh~;6-*8>==tmjaW?az6Ir$ zc@BqYf6umYqH?i3s6KryUB?9+ALQRf+Y3oAyG1bbVp71I2R5mMnoVZY2CS>iw4KC$ zkkXIA9~z5*NlPmkSA6nkk_C>*KlsfY5QKcy5Cfsp#8VhbGD-4JGZZ9<#qDiBHuFQt zPUzdIG7-+C_QG}$U?~)R!5;_#I!Kw5`%4%Bd_iXu;lO5?-K*lT<3{Wnf6)? z$@pr>V9G~0VnW$wo{u8SxtYL$SXhhD8@U80ej^1vrT}QlWIJ$yL zdc;kXDX2vmQ8389-t2wJ^%*m4lZxpnYR@LY6LLm((>AVjf=VzxAQ zj}ch5>r^1Y=i{vK;tg2=WNdDe%DaG{`(5^}T1gcU5UtllQC(@Awh1~OdM!tVvdVbD zMc@LOPimwz#(l>|RD3SiY%sh{5m&9!(xA|ah+5{@K)>);#y~=8$-LQ{|o(}TSbttk)r4hpDK+I%F2YLCZT$J~gjrK9q48;~!KB zWh=&%FKypiB6g;rX2GYjdJ1QFT(31HoL&XZ4#M}gF_4a&d;N#XbcxBJo z1pcSo#uH8ZL*@LNM0EOV^+(hP22owESM=?1qBVvG|2zR@a7a0w-;Jf)6GPry>cA{s z7Tm)&PKdbhW!YlWoE>bZ2)cisz_0_s18zb$q$ix;U^NJWUpZ0hq+F?LWYq}#G}@R? zxDwP!-#(Xeb3B3)yf4aYe$Yr8>&7VPc-#!me2&K(7n85@n0lXjk2ykd!@u~c*1Z$R zbaq$M`pVgVD(QZUtYe1<&uBRd++pUA1l?$l2x>M~Slu^o@dhk}fqM`KT z?ww;S+f*LmelT^#+@Nx21%6vEQVPxfc{~`Vx{y8=$3^uRKYdSmUEFTA1565&>irPg zWA?_z@^#!$N@5Y8>5(5*1Fl64sm6sH=v_;Sp@l-8#dyxbMkr)@UFC{MDJPsO%)uTO zU#Gn`u=l+PCpN_UdZZ8qH^Ni5JNOKcyP03>)_mp4m;(G+t5+jYdcT!PxK4wg@d(B2 z=v|e1OgrjnI>ibkmA9#G#b7q}$XarEO|txf?Zm-JlDCS3^ZFGJOoWn=@C?+jTscbs z%|d2kf{79wSyES=U3`zQYGXPZ=u;y+a=h25I!9-Rj9%#HSQezG@$n2< z7~;6ZS-&TvaE34e8WrL>*46SFd-GzsF|1_7F5_!VSA4-%O{4xhYGIGvmlZ63oH%WC zn+tu?-JWckK$L#8LCN#%#hoCA5KEmohwf z?PTX4qKs?nkDjCf-0w#?1kod4(hO|Aq|_h|nT zyw1J|6#w4OrctUd2uaAp?QDx>fX`^oUiwU~Qcdm0Q!=$b{urHP^IE2PUA*@U_Y9M$ z5PLO>4TwA5-%1#Qdq(qGSoDM_9w`StTRxHXGbpVTAM~y-s4}8fbx@QB?>64!m)(w; z*EE0rU#0zmZVk-Eq~GU(DMlMeUoVLgF}=$jBqUOy$2+du2%^LO2_|~MVYi^+2A0-g z=#PYyaQAW#Ru*SCVmVHM^2BH5mdk_%dkK(oBgT%>*!69ty8 zNMULm=IU}gnY-u=I0ArPb1}yE0VJW@wJg(eZ7fU9^?3^3FGsX>98FVdZ+%ZX#Q)Wa zwlwy%ktuA|_pjlt@>1|3GA=z`ORs3#LPfkEH#uXZu|Q8EG)+D%h&I;DWi1PQTs=6& z$5RQM%A7A$)=Uqn-+JryHkV=wIUEr|S$93YxOsje(RcjxjFJ0R`}$eMjwq+Pmh(F< z8lwdtTieIENmkoig6xCVNML-uO8q&e23I4^e13Y!3!91*QKKEF6H4GW)y2Gtvn-5% zG&Iw*R+i{^vIvfhR2I#@l7&!-myi;@V++ejD&gq$zz0}SZ6J;t6AKu0!B((oIt~r! zxBwdhD3)yM+?+{Q7ysN5CfPA=J4ZdT6k3`6ptdy2GiJXd?!AkKLIhRNw1(68veOhb zyHxrFF<*@)4NO%RVnL201fN6Zh2*Ye$VX@cLOZ&BiU-rNg(LHBJ}a zvePpeGd9b_QAU+8Z6$dkKv%tbQOmbf#-Y2detuqjZ|oIlqb+*FWp~EqFKq4JEYaII zHFJ``ceRX7UJ+V_NVZFFDUN3u_&r;R@w3^}BKzj$v ziGewycJp*J$MMc`@gmT*7>a0S{}Y_w9$EVZBdqDEg`Vd-_%Si=WdhgN9uz=Gv4|yg zme{0b<|XTnvHw*qZ$shoD&ompL4M$@zGSb%=bMpVAWbnR?%TX3vUMAYA z5adoJc8%+cIL1e;$2z$TF3e7gB=H`Fv~0`EBtIbl>n63>-Z}+yDuPSn-t{ z&Qp8h^MV&wdhM;rQKxY5K#~^NLQk_MR!3@bcuc}E`yebZs$MqP$CSG~b&$2#+GgV8 zx|T4-OGP=M@2k$aDa^Fxre7*0!Yw@8eg*f%c(%ss;r7rPQ+v5EM`^wb(}e)jetyLr zk|JWMyh+?}+ri6Doy52sI-VEXu3pudSyu8W zL{C?E+c}d@XEinzas{dxr`syEK4E zHonNKtWVC;zfZH)&vETMA^5l*a7|OCx{MmpZ2i}^A@hc`v59{YNgj2XmVhvCdCr!k z&UY6E<-(Sn_m51vddWMY%oZuAfY6O|($+Prv2_jyu=^d%wv61&`QfdUK7vhmlMONa zwZa?Pu7`C)9bIFz?sQaE#yrNmgsyB&S6WRpK&TZF+zsiq5n;MSYwDz^=D3%3)hZBl!!Up2CRLPQPb@shSX+s7); z)efui6}HLhD1H|B(N3}!L#!DG;@syvZ0a#$*WgEt1wlikBh1^oQR51IescX=cI6;# z>u1=1o-A#sVGI<7YsCu-iUtvx9TF2}R>s5J;Ik9{0N=!1vf2mc!qn=hs$zL;AJC>Q zp}4;2RP+t+*3ugdTNN4GQGHqi!;>BQ&wm< zN}rUt+J#{PHCt4wS+M?zDgUab@n(m7&l#oeykTKM7W#YpX4}C=pILjfY}Cc>2`|VT zHuO0YbSTuqO}e^d#DQ_Hh^-UR9ybPkLE#Nb=~&-iq9B?KDx<^G*MX=>rz{tbL#0Xo zb>_$apK9q(mQZFGL%Ga)+GL#|HD9sSQv17thI-GwW|{TJ@u7!Kya9pdoXwWHQxZXIT?(bQ@%@JQ zmE=mg1^TuJQmWwnU^e422})@;xLQ$@vTZe&NJ{Kp+luTi`$`PRfMVu|y0c+OT;B6z z={HWhVCFe9E<1yv6?l~Tt=7IdFwqC%GOlaX*W~} zW8!0vY09|QBR(&Rha1ncAaXpEW*~6$8aqqHRT0F7qxHT_C}K|uXYFN~u}R$${spWi z4N&y8kl-#U?KDg2DEd$x5?z#w&PZI19dsrq^U!l7S83yW1@oEMZVCvteD@L$lBTC~ zYvwNp=aCvc&bVy6C@VLUemz;umg*vv$PDux9{pAypal(~>aP$GZnn_Uz6?s812&&%z?ENk+G>)QOqtXw6?UP}&?%_~A1ZtnXPcl|J%>5Pm*ErpC33Pri;gy6IQ=i4`%X6J~b;;2GVYF!^GKquEhSQb+5tCeg`&cwnkwSH;4kn+f@zwJLl>y}tKc}JQaUE6q0Bxs~B zu{)8q8<<^dc_%giA3jC*4m#cicPSS+!*EU|6Ow_mi@@Tp4q`5w&uMxFz0xhoBN`0( zvG<}Yn0wWxKd*e4OQvkpeQY#k_T*_2N`jHmJ(gF0j_jBWt}7PV2!n6}H!>IF;A7_pe)}^^GxX_e5<&|%t7ytfmpc?9Sninwp0z*I3!M+G0>AG3E2cyEv6SN z&vMLi`(TN;)08T9*O*Od_4+k1o`^0@tp<+l?z~rH0eC-03+;e?0~LOZC_|8X?c3fv z&U>QQO^Xm3pxXmdUz)LS=utF`vF(b2+9blZTOW8=IE_#U06km43sQp;tETeArn3}) zT+5*G$R_ggonR?pVCR2O_f|n|u5bTue{0n##odZK6n9t@4cg#Aiv*Vz$y+wN^mbuf)uwxyV?8wpX{0cp4sm{*fa0xGxHog^BmmQeO=e*^F7EH zBbLZqzeyTmdm!CM07wSd6i(YU?$Dm=StyIe5_wI!N#3?>NY4%hY*)!Q!EMY-Ge7@io8>IOv+UuL0sm0- z#o8U_h6U&d24BQbi{=$E+ak905z(tK+HV3bt?X=I`a6x5J=7NKuhpCp6$jg7-V69? zdIMh!sm`9ZqmbpRu_lmvw8}E4`sqUWw2$aM3@MnoMh)JLxze+`mfC7s*7y+Z-qN*a zs!H5mjv^EZ4f@*A{#C7Mz>*QMdZC_f<&CL}vlMyZ?vQ&n^81M-RLHaV*c z{IRxZ?Oea6vtxl&qI8z1h(@X#IV$8nh|#a|N(W#`R)&tOKa?wD%pi*m|MTe%Aq%;a zltV(4n?F$kw-#~Rk)uDf8n~j!HT3Lblj!+umw0=c*VI z(0aFmCr84b-$*hYZBdkaNf(E`F)SJue0@_P0;jL$;V6GY@N(VCnheIHK|H%78sD@$ zNTRd&l~EQ?4Cy};Xx=rXEN_qjzJvvIpZfhM%UpIDYp8yu>cm{G4|4qpz6^Eb}j4RUz0Cf2} zz{iwW3zg}C1}tKCjg0@XRj|vKPeK_W^^6`Gpn=zI0X`AxUD3#2=CMevThL=C?%s--& zQ=c^C(S&XrbLp2_g~nV)Q>S!-MAmDC4OiP+;{gf^h*zCzwT!|PRmLb7XS28aKJYmkItrg!*|fOevnb)NFf~D zW>*PAgx)nrkAtX|M56XSI?LmMX~GVc(R9w?Pw^(nJuKRX@YO{co zdFhtQNm;ns#9UEbE?|!7T}$x?*K!iyrtR`((Gr<8F-~7rnV#AAnKfm0iFBy{*o`KN zevERvHTkL$;Jgq&f-aAh$Fg?pU719X0ac$znUe~Nw7IxbF31$u%cq9K4QW5-1d45w zkL7IU{N(0MwQgL83YzIQZ21Iat8{TUsWe7&VHZ9r$VIi~hn{}nF5@)_?sy8j`ODNn zw#+G^fVU!z9Xbsz)*7%K*GdY!-%PsFvBP=@>R;0d_20F1y6ake&5@IOe~yN zMm!E%@~OVyP`aBm%*A{qgomjMOx7MrvW(-&ho+q>Em>1LzjjIDC&NNg5Rmce1nc}9 z=FQU1pCUomHvByMUq!Q?OymuXh*cy$%Sh@P(xw@>QSnXM_ z=?#?LHM~!mlX0wk*2`Q3ZnPPu(FFt|;0=}wYchlxf*9To?l557C$0Eg2+*0gVm2=1 zE-GlXqW5~OvdL5cJJTFRue(6>14);E>P&5R$OFb)B7Qbw+*ZH!AXjh545FkMyKt!{ zr5yBz5JD1dt3ifGlI0btQ_$wITZ0AoWG8IIutQ>v#smR~ocrZt7Ne^&;jYNo2a zoihDcs-11{8I!{QLoxW@fBgT3-3UB|cBQG+_WI~sSUjzu(~i=1`tkK+#A&9}ObamU$d&ct7AWhR@ITI}Z9z%zW#VERITcWgZOobP;(?Gm3z zqy~t|V!Z%2+j@9SefM&5v0tMIZC$9J-8 znR5c-1;UYo)-5g%tP?P2BJ#q2V8hQ2=E`?OM!&SjLU-9%%qy9tw|?D6#ZU%Md3;=* z1i#A~T1VAeMWQF=b%GA(LOvbdReiSHnS=ktI@3P&Oq$yjpXObFw;TTjB?b5UfX@y~ z=vtkwUhn|)pWEpaZu%OXG;24Rhj~GZfPNi-fzY=^vwEztHh{vmq@n6oNb>ACWJ1NP z9jc%=&_B*z_Uo=UXi`p8Et}@-83@RZMMeszxAZDJbdatY9CemkA!mzlCgtyGo-EeY zU*_23pAWh5y{w|&K^0LLBwHt$mU!z8B=^Dc0_Yct1!lS%!m?VII|o)Dv}~UKax36j zSF}iZ3%$e9&06(IK7tP znNcwO+9t3O?e3nIVt;7R(Tv~o*>(R_#@R!H}ffvbs-EW z`gSh&>lyqRp*alEh!7%|^y4dhf}`p{0ub42%g7xDYv$cLNoYn)Pa3A(qZXdyo5cIq zxGY^56lD6bw3?Wg(*cA>gByM<=ZyM0`i!H{fEh)mdfK1s^-R$E>|nKee{;mxz4$@R=2nA$L}*qrJJ(07`~q1rRPg!$FaOOdOWcT&a!rp_TXV1b5RwcEs+7$o$Gz@JCqZ4bdllNT zQX9>g=vbkw>>|v$T_!HTBxm+8183bZ{VfhH!WeI%FK__8^QkH=3G=emTa7tsiqyzw zm{cz6Rf}S{GGmEQ^jP3lult>#;P@1hNN-l!ZZh9KS{DJwz^y5qADG0MaQAIAo1~=8 z_XxmNi}#Dx7$;`Xv2xQFO)GT@6>9{3U2BZ&kl@z=3TGYr!+#2k@E@)Jzr$%b5Vr;yd05Qw)J(VqgM{ro* zp_*>Y>rP@kJWOw`Jhv?sK2(J-h-PG>Y@C-az@{Dh5le0*9C_P5ydE)B9_*DH^9_?( z;M&H_BX2m@>%y<(Y?)TcckB2xHp-^PAKzC1X4(WZG0BLn4)qEP2bJIV-khGgubY|Y zR2$P_kMtqb5%yayqg6OPmn_!m;}juUaGzS8ZLH!DuwWsp2l()*h05@teHv;4vu7cp z2Y(_(rYz*;sv~56!2}=H0bD&ISAmf>h1}DvNk7G}+)y=IV2t_~w-&E|!#Od|PpTxI zlBGa&Y7-NOOLjUA>X}I*sg}atmMy#Pgq<%!?K7a92ve=XxKm{recy`I$w}D{nrmw` zIl@s+V=+Jq(ek4~^($+w%R9l4G4?3M$5;A@V;D|g02{H4_sZ{ttD$v17*HYOm^{~- z2)0<&Ob+8!2GT;OrD(;PI$=j_N?#CiRU}OCMF=ARSn2&1N#m)wCKiZ6XAkgL@^Df>bzHdh%1Ql0kYqjZ@nx&aHW>MPcA?y zB_r0IlwL1Vfdz;<|KeWEgjgno#(nVA_jdUAQ|1(P;|cxbC9Qy7c;1J-8Ntq1KR+kQk8|(pn=>>TBLh$5Gsn+aM1M)-b(QPM zO!4?N4vLOAM!QAMJMn`c4~DP;ZHZ}AoFybc0J+G_xc;0ySbSjLKCd(3L_)}XW8CB5 z|I>B;ZJ&bNxyGuSg-Ym4vomCKB^-8?qU4!gLka(D_I<$;S~ zTDKct$VVqNwZfuKN6g) zm=VOEf|b+(5;zsfblxYW@@JJTP}88yUxV}$$4`IXL*k81>hx0&>u&*yg@Iu(`@qAE z*kb02*Y+Vcg{Ct08#vlveYD5&GN+K_wYAOkZ1wEemWNGRuAV{+`?E5^6h0ZRtml7J z9lieG*S^h|X@r;?^F}pN%zY<54l}Hpy?LU@o`IUAt9B;W$IzV*RjF0Dw+5V$L(F%A zh?d|ZtDRc>4WRa$9X2{q?aO?#rB0i*Hw;Afj7Gy|wE7=+YWxEN^;Yy-2iH zS~Q1Ha~;6>OP;t%x7mhms}*_nC&&QbM~=n2p-mocFX zQG9rRCm&f5BA(@MNEBr(9OPtoTTzolnV zhCY}4#YQnsF^*lcL@H~;n#iGAx+&)5VT5!}Z>en##XG-QSxvm+ZmR zO`tcQ9{!J-K!3f~nH6M9Pk%9y+vdTzzb--ieXl!7jWRtd?~%=~%qu^k2842yW`yV_ z{lpfB*3@P4gbv}#pbBZY)iB4{Wf&55#+0`&CAF;VR=gW9CUQzy;Sw;AT!0&l;jPTy zQx8bYnNzY*qTD*ZU|?nXJK4q!SYBDu3 zq#;oNikV32+qJMC5?>DtX6IG@4ceF?CRHmNc8YfKNJfqGA9l+3&3JFX z1u6F?ha_Mh!&5Y(66^haCE+Qjse^>i?Ys^Ze}OhNl8gvas;4PK5|u~H9`9;&kLS9W z{JXERi-zp+9`aXH?(5nBc{4sU10^8|ml^6{tE!dU3f7a=565kT^ZkZ$H z1(p%6>X!IiL_SR4EnD}fBwLfER#*Q+PisVUlnmOoeKF<7DEIrGGl!Ee=LEzKjYuz- zepmp|EoxvYZM+ct0pkNbD18SHHkbQ^@SUuTNMKoKh?(li0!-poGmK3~y-V&}=aFyHBQlZ#% z?1&j8>Z>aiG#OzQVK9~(yF~Yth!RVPV16gdM#iEsUM11Lj*=9H(zwW`uSqHz7xaG$ zu|$mkNns0)YLvBLC$baaAZsImi9T_sVm5IzSNRIwC)~0NEk8b27fRO48h^U`eC_NV zEBo!8_`iSBy)AZ5=lGSiHp3WRPLQbxHmqxiV&hJm?{~UZ%|agN7LNMQJ?N6oaA|Ti z)L{YyrzPmFzb3dAEWj=Rr(||w@0hK^GVVbAE)SkDF{wX3rEH7N(E3UiV#6X>jGM}X zVBUy;%mjH$whE|mTu;}~6ai!~pWG;98W&*vI?urRG~&XIKhSUH+us=TfhAj16@)o2 z#7N{IzBSP`_?2wTn(`4|(b6bj#kbFuu}db36EU0v^r$MwO{~nuo&^^FwFPs|_sOx5 zULy5afQaO*(~djQ@i)&nSYF?hTHE<=KucS-zI=$0;BGzKvA-D!YV1;BXb~$9yIjD> zWWMUPRu8TKT3ZEe4FikZXpxdfMJLo=g)cL*(ecg~>~KTmLY$ihb@7u6R*iI&?`Y_t zfSxI&a_mD&{>QhC12f%POX2S5t)^6#ZZdbaWKk;l6y5qxB+Sdr04zk{i5{f?eecD| zh1WVmBU#{0@~vgkkO{;i>@r)F=Nwo<&O5B~k5g0J+cjN+-)Dy^-Jg0J&D(ZTlkFD) zN0(eRKIZ7?GLTz-sRjQU(4ih+9zr~eRdWe z$g^ck$5Li;NipSWw0AEGC@cdS0f4g=6g;`X3I=JJ6%pXKySa@T$vIvLM&60j zNMW9q#FRre8O0QDfK7K)W{B&Z07-@IiQ7(tx0I1VGVGKv3v}f}T!Q>g*qZo}Z~EXy zHAVACSlg*i_H^j34N`ye1N7)ibJC>akeUZ{EqFAy&;`fe(XyvbcDb|7*xZY{$q*Ht z&kKX=t3CLJ8p@+GvDh67#sMw5r9c=tqNUh4wkSoNuC`6guZbVB1vp)x;iVRmc}T?^ zflZ)IC!)L5UySWD?ys>+*!~E>8VjfL-;7S~9MKg-{b-RPBNy~H)ORoGF`Cdb7K%9r zWynEV3k~zDiWq7=o>o-sRqJ|=DtAxP!@8fpC9>dN;~k47%C!qNIkb2((o)`~fd~(r z!ty;Jtx`h5G~RSek{k08k?(Q#Y(BYJk)3(eORti96d6xb$y7fdDK}Shk}cH0A)-c{GX3#K~5H7{oaYGzsBPlqin(1gM1D79?`D%zi5}ydY35q0)Tt!&0ah~ z-pkPvrRSqocB)&Ri=X1JsRC(@0s4?6EM!8d?7m5BM)g8GZU96Ke^F6M;8 zzexP;FKP}`(E3=C@C5A3B=!Bk_Clg>$sxg9r8Tcb{?x8Rx3;7W#fIyyS@V7-@$uRq z51QL4Bi0&#S)SEgbUmp52hd!xfcpz4m zt@H0&GaEMxv+P019l-HrLdN8-+nRh_eRh^{Vt3q$PT1Jj(;6Sc*aIWW~DUTMvMu)@^ZSB??TSe@C@u?Q-*g_8jlkql&} zl(u>X5BMY}9U8!p;zh;oE@|l%COjmq!)1o!&}<>ny@->wX=R@-_ww61)u+5sQ&5Ow zNd}v*UP#r{J_7>VFz#SUJ`$3(eyD3~=+jYQIffpnn(|CelQ1&I?6Wm2CATg41Qn#BghiyFKnA$(WStGPp-EY8H_=q01) zLnK??mJg6;pr-~duBhk-mknz zdrk(1k;h5JNXW%?3sko;T^kg@uvJslMuZ@@-SL^a%m3458IaLfY&G~E zA5&Ta=-u-T^AIj4WkT&-UB#67F3^(|4D|{&4tH?zF;rP&_M{(D@u9cCyI@;TbtBiT z1S)UN$Lcze*jUk`yDI3WlvhW64FX&mX^MoGm9B}Bn5RlZMPUJfV_@( zd4-a*(s_6j_Y2i1`jt@iO0Ha2`120)q ze}l?MGO;L9{@|BTz_QMue|tTw1AG68gQ&)wgK?nRgPm4%X@MEOZpnrZMZFxxpDn_F z$i*p?z$Ox+3hG-}r`r^>mSb?)b{U?(rGK9C()5SIAKc`<*~-~qUFqx$zldGRAcVlH zL5C2_L9q^}ter4xoI?uo+WFh}FK|zic)|zU!u#C25PR?Q?o?{7f_9ZO)i~W=b1Cbo zfc86dW1CjixL^QBAfmiKw=x}X)-y;8VB6ehaivYCl*_H?h(RAr9i7e)=2XRP7BcH> zLa<5f39X77KSa9f>)9F>WPO9KIEEmkA->&#=K|F&>z?ixIVyzgM|Y>zqk6rPE>DTZ zQC-;1Ikyjw-9oZxU*tk>6f?*ZyhUQ?>iqFQ3z1!z{iXh7-N4$de0?t2ERSy&4=Vqb zbt&yI?W~VWH+efzsZPCv(%Lf4@#LevA!^Urc>(u9>DG4q#e55QG?2Rkjci2!f8J-% zkLm%KFm5e%+q(>P#W0wVRn)-LlrPq1^Bhn}v6I|XwrJ7&JdMpY`z~cDJ9E=VxeR&p zkWHw$jSo*DM0=gDX7rga<1L4i_8$t*QPA92yE%P;SE+)};1;I?xRJCx;7=0=AL>m{ zV&~n1?jfr@>>Hc?7fsDd1qO4|IB2hp3&PX*6S|U5*gH0&NM2;Ip4QQ9ruzl0ZDq0S zOTZAFnc-Kj%x7YATn0M4bDZFho=$Vgme6=MSO>_;5@eb2#ic%?pR;`8SXHTv3(cdZ zJN_f=1Aji!m{#2yr8OXr6V;hof8X!|R?Br2`|>G+q2{ozUUFCSh{?Q?(u*spV$LU% zJ6Eors>h~ME#m3zv>X`=J1*A!+-t2bVT|cOrCIAv zu}!~y+e@@XggX`VsE=xbjli}}#!A=?65YvI?k{NF$=49%9kL_4|L(_uqkH|IWBu|; z2wB!tzgEx7Fxh$^{%k$q56(2dL`x)Q$S#6=+zza$2rD+;3YWCAxpywB<4;>!pC&=% zUj@s%_^%cV<{bzJQczY+g{Gbm_z_K(zBRWXpM=`YD1KrGt`vJxho!MJ4e_A<<84w#ZE3+g*EXyk<&)vHXpJ}b2?W^*g8dl0TU413)j!jl(L zt{(8jV$P))e!ufan+iGYII1EDjAKpD*8SK2sg{n4itAnCj*0Eeb=Jw_t6|q>+ePOG zW8J@u6{?R^j{GN1FNAqZujp`?#!Fe&zegtFXr?a>rzqtLB7>Q`C$`BK>mm1J3MM;h zWvj5g@X1Wsv)lZUeL`jVaK})gemYV$2XTI+uyhG@c3>WTPp@SUxT& zSKak#t|*5^h8UxfAGHb(2C>+TInsovCt>P7>RY4Z4bAJq|L6nwQVh6SHvzyGsb8GR zqOH#yl(mBGVz}F&@#g-+c^u*l-#&MzBxs~=@sy*THs}Upi$VJm4fFmZbUt@ji9j_k zpVy*YGASG9NtzN~X+fJdW(Kh}K0Y+sf(5M9kpfn1RdiV8{=q^_rfIbF(nhuNHW?gV zoFUZyXqQpCrMf&5l40j%U1Nn~*=bOY7mpX-6c@NHDS+kO#+u%q?(SThrz!qiF)0aN zDj&Uw)i)Qe>@osTPrBMbsAP-NUa>l#!X}+It}bbWQs2}yE4|DXrgfe}v5>7cS)dA& zZb9Yv(&>nYekF>!+omcNv(tE|VhX-tOXqB*r<_tj$PDCbC^!&hI%X%jGFR)v`3Jjj zOIS1$Dlq!Tr!gW8v`Z_H+2m~`)`_v}5^|%U?_;@NZ~@8MyoD_fa1*KT5*`61{h}@t zS$lA@BMCd-{#JwH@tkxB!6HlJ;eNYPvFoMg!~9z9zD@p1M6xd@ zs`_Kg<1&LD>Y7HBUF6_X)c{_$u>lpSV}TMi`;y|lnS~#s^w8Z2pq_;NPFznYDKhao zw(TqTEjwcFLx3LQ+F9Z)PhyK2I zyv^9YD}xop%kR{Ao*_K#h2MQ8yOph+3-k!ga1!l42#1&s=u}cmRHHlG5j*2>clL_L^8aV@^Nr;9KTz)g8wB>5Y3DhF|4W z8<4Y+11?slpP`8z<6U2kIIsCI~?Dw-LuC*$PctTl24Y zkaqRKbG$`^V#VC(ZxF>w0cEC&nZCD6P7h>@+Hd$iUMY9-zt~o>gY*i6`40i#vm9bU zdiKtSw;MhIE==X^4y*$Ezt{^>LK`1Lygu0$1YO%UtrU|WZ{z%^iwAE1xMl3uRbg0j zLY5gn63TP6Em;?}uA5h;xNNk!Hb*(U&3VIzM0wa)*SK|Uc~;lCYN{C~Gq{{Onp zcqcw2{H0mlFDGXC`yN*NEH|$-w4M)-xia`kOw>fNyHNyaAq%sNsFak~c}B^)0F@n( zaO~M@kn*Bm;a!xROdtHLLbcbWGFTs<5wK)ZaL#E$1%E%mz3-{I_EYbiOfiULJ14?5 zMAvP|s*|H_+_NtxiAc}VbUo)S5v>s}xW3qAhhEY`BpXLz3&d0)8 z^x1iHLQ2g7+pg?ecyh5K3w+$ad9PiI#{Nv`wH$S*MT>g3 zH8hLvVVv?fl^kng6aR-{KQ!j|y{eFblg1X$j_M-gu_|7VK1?Y<3`f^*$-d?L#jOt* zRIEF{qGYa;vSH;BDdTZ>KN<0$yOLpIdF@kjrC%@%LF+c^)yzjd`DKy{D}METQu^QI z1u6>Zrl-50{UO`6O`xacfV7!;J&*pAXj~WKhP<%r+d&*Faz)IF6i%fwh zr;knECI=55+c*RT)dG{Q>2y$U#JZ!HIG7qYsKwSxHT{Ny7w!^+^B;JfKqh)DOG^tU z;8Jeyf_BlQU+^QLCI7SjzumHP2QA+g`MICTcsQaz;n<%`K zi_7@KqMiLa+ivLSGodX(mk;h*lS4)WV&>&uh4t6|0TnA}d)`eNrygrc&&8g_+Jq=f6- zw#IbzO)r+HhNE72p8!kqr?>Qf7VBzh`a~tkSR#dP71C98ZYXm8`(9R$O+^#vR|#=; zisndPF!yMQ1lz2f#H5Su0*i%GtwHiapDa@LBapgPM`xAXjED78+cc7Z3ZaZv?v-zv z+=|#b8<``MI^k3{A=vRML#%aqsKI0h#X||v>GLY>NQ+JnPqo+j280p9>*O7{$>>w6 zpJbwWKb)AKKc8l`(5IfEskcVn+M$Aq1rxK1Ea9aY_LcL&r6*E$Ypl+uJ@tVWe4VcY z&b1Wj2=n2x&nH6zR-J=>@*Zf{zlIKnYQ~Ck%v4lz4kjw{^8Abk_R0hW=B12{H@-ca z=KX!Iqo#)VEk&3Ju9(yGG+8#9}hr5y{^#H}gBSt=Yde@J+q05Ym<^m%srX=}H?|B+eU5b_Jc<*^BbD6SxkPPSo1iVwNy{LLKvgG1-E z7jhSoH{vT{-vN5Qr?YGyCP}-OHLtyPB0Sjq4!ddN8`*Sn#fI_@7mJ(FX&(68Mq?FS zG-cw9a=&Q$${|>ee|y{^_#IK`Tk^buHNejOi(b2oU)0@1TvU$EY0f2ls6^m3U2S*# z9Cyn3n8#&oyV|7_VC!eW{0$JkHg)j(o>qW`7cLPt$2+gHVPR+DyWUsW(rQ*!CR_8b z&m^dEcptQLDQB;=se;8_)Zt7pYkHX|BjsL|4m-Fd%t7NuiJ2bk%6-B2%LQ;*dSECs zxf_>IGHM;_f-z@Mcs(aD5R_i5UV;a~;B7GjsYNAYwOu^L|Iil=zSYxo^|@W&4rJ~I zHU_}nT>Hl+QI3xWTn}<%u1^em{9EYcMX7l9CPeuzj-Iv~W~GwC&gAeOzwf;=I~`9o z8I04<;|m8QzH~Fw`zb@d0l4fP`CJkh3{sBPKjAC4ypK#T#H)ytuMs`DQVf!G)!Ap* z+U_(_2STpIRO{?Khd*_|FYN%2PNUaGR62Uow?)hFoINqTAmnL;<( zkQTi~ksw1BJ?qe#`kd$w(W%J6MVO6_dBGp4U8SUwX`BsE) zY|FbYm8AdWt&#tq)gtUHO*ek9=MM?)yfu-q>2tErQL6m<#h!zIi;w23?{pc8=<4A+ z-(ciqMs5;a(1)v1RI};VKJZBYD6qO zm7UMflTm{+2WK7U``%hf+;Wy-A{~uJdRYOZFse*{(@u}$#Oo!^AX;9!9CPC0*|f?E zn7P|Hm))0oBF%xk$_oSFrv}dWU|%H@=LVhBn%@G0iL2!q+V z-q2vwi%t+!rZOd&#Q$-*&@J#Q))3?AlUxBbZC5Y*~ z4VqDBcA&?aPd?O+R22aF3oFPx?d&&&&a#T!9#;9|FsNa4PQUh{B3jAJ3nU#x!a6q? z^w%~=nAM5KO)5uvTIfG1B1oA}Gzw3SWPVB`)9ZyktvBd(VX}pZlmXAWbDj>_+-YIuBjZMf_?9 zxe#XFB6vlpg&YMkHv#+2!<_QOrQP^g8J-$ih!f|7dI1<^GydNFFo%{;0JrwJ&8e@L zAQyFpqyFGSjVpcWspWEe55hK<;V2IHPvuGwqnZ9>uRTN~IrD@JwrLK5SwpUo=;2qg zb!U8Ab2}&jqUTujz(u{u%STSCiHmt`=PpC$1f++ipMDIiX2gHfnFVKY75cpdcG0Au zTz|4{fB;t$GiZg7CSk6Kq%$7&`jQphT1)0b=yd1G|R--d35&j&MlAFOYG$stB)vg{RM zV|2zv@L$@vQ!AIwsq)f;{;?!5&zWtO@k(S3KFnlrqzbTV_mlvmzX4Y}P{YOZnX<{) zi5khN!5YuzLM%vyx`1R;;NlT&9gKpi?C1y8`h6~`swCt8%Cqu7R=D`(rMD2%BfLiX>;RD%YCN=40G>4z5D zx~f_Oz^Fk^Ev2QCw-Z4>#4m+Jrbf5pzD>!G(OA@G1Eok}MHsE@QYx2Mls3@VW1a+E zbL|{)aS_53XK!QJwItLK!7`1pc|8XYiaJioZPm_9#i?EQw@g#v@gUdRZwXEvoP^Tz z?dEg};}(|sQocd1+jpC4&DxV*r^{??*_CxJL8HnGUFRx)_bUAnEV+98-Y_+3_8q_* zOs^nmK8n05CrWI2RamZvfREUJ)QJdJhu|KIQScD)b?lHk+}B^nJKk$dOZz+}dgPp~m&N-WdCie1QVbGhd&NfJ?VON6aC|o(^F==X5vp_ik;{x>(o5+ zKp{4@aBiMo)GG;~l$sKv^u%n@X)?xZo8xrahR3EbE+`l!r5l@^_Sa?U)zMxQ>z3$} ze;w6v(ZG#jfkR=4EVATN(u$8qW}=${o$rmgte_ioHMH?XECY5zJB<4>Xq(!VC z;#_G?aX4|yhm+AHhv=hx0VRb^R{c^Rm6_ws=WVrL%FK{#65%hPVRU}Pxh6>YqTfk@ zZN{duMv&>`WA>dek#8u7$lW>@__KERvH;EREJ|}^LHAKzkD;>njDD0Dpfw*m_X{5} zY3Ed8;fbq{c9`luxdDwz&GkLi<|fGaF;=`+;f!Q#l%rShoKp{^)_;>}|BhB%QWdpy zrZBV@^t~GUfn=r++rqG|vQO;Pl7&yQJ3q*BZ=42%ThL*rVSp4mf2W)aLs==YdU70b zZK>`TTES4z*N+#W`tTnuH;~M9zNK)6xMW6od!#zVV?U1<^`DwPY^XP|)|Y%-X}xWv z5g(Lmn?$i2M-Gv2AK^{5xRW0{UCGnnG#kzrXJhX)gfAnOj-h{(@QqcK1a{8HmFA zHG!_=lrfWsXe-Yi4{kXE$WRAA>J%B4p9TWDrZpU2aWWaAb&E#w5tM4xkZh zd+L}(nrF{8C5#G(=EH%>(RZ#Nal#&BKm^SAiezJ>^H;q|G%YmB3XiaBfbka?J;9dHa1MZs&eFnh% zHEeS{Tx{GyFHRYBSwE{**qQnV>6jJ3Tl?}~nQfSwwS`g8aao@i`+u9H~uL#q_n z13ja*=K5xv3gkt!gC8+N-;aThAh8aAPjoj()`8&P?d`m!2L+V}ixPVoyWp|z;~ypr z8}Nb+?m3OlhsokV3a!Z1)$E~i;~8=MchgrDG8ck_*T53t=Avkcf(Gbx6Mcx15AE4O zBd{<-ML4PF)|?%HA9i4J2vFX2))7o6<9j4P(CTRFwR(*R+w&;VSE`&k|f`0 z4r{8{$9Ce3*$!M%eyC<{;^;LDS;z9&_eT{&uZ$xILRkMVC;zwDnHjho_b|`$O+b@Ybh*HhlmtTO;8w{e!Jv&JaKCM z)dD*rW6`^-wch)-dYI+FBqiInM}l9C4q8%d2qfM9T6fnPaoIG{B*k`PEX?+`u~%E3 zis>X(XUQwf4*is<3f1xHqS)SUYb#3@$<#|Gu7!8@(1m9UeCrBe%Xd`9@P-e!CcbLy zDP47&+iR<%L!|JEsBU_~nGFNVbIs^OZ6|ZU#xaTb2SaTER6+YvY%Fmye(g@GOLKNg zlk%g0tJ%hf=_PFx&)T|oM~}d3k4zy{MW<3xOHP=+@a@*(6~@6sb!fM+BjD6@dGRgthE zXP<=3O?Mm?*sx%8Ps@T50y(pmvKttJYno%(7~&Qx;rY@2H@$QqOuhJ#_ffh;pLyh8 zEn={QH}x-vSF$;WCtO1>WYgcV6D@^4Vyb)`{^*P5)=sCcP6z*(i|VDPXLO2$2#WFX z%J3gTQ!}Lcm$|d;oLq~_$Fq4!7s{d+BO@5)&VX(8vO^vTItjCPDz!xKJ^!x5^okGh z=ax^x3y#}5R{rTYzZGubeXf}V;pdug#9398T<~Rx2=L+|0mTYwMe`&*lR1jt_v-nZ z`=0m;%oei{UdCx{LrD_x0$TXkR?7r(+X3TINlLLvO!v@4Rno=5uk!$(ro15OW$qqx zZygJB?G{N*j8QRF{Q=B27O)7VIX#+i|NhB{wGID^{PXrOoV^#D^p4-~UEbLsSOXZVKq;}`2CQ=ZBegFf-Iyxnf%l7eedkM-E7zDUk*45q?K6(W5%xGfVk z4?ALzA3ek)XkJ-h488<$g|>}EI5l$+G@>>Yp2S&tK3W2N&;~B3#vW%rDr70ndPSV- zP?OT!trj2tekFmJdXp5mEx1hq!zZT4mNrs7Gc~jhlV0A^&Orh8s~lOKOt~8BG%A9< z`akD;@FAsWg0FIc0Pz$BJ<${B2m{54Bh+-S?^ExO70GF)he0GCKiDs-KDA72itWCX z)GY#3l6JUmbVSC{ zRynSNkQsPlPq|Ve%G|!;p?$exjPd{>_Hx+2-bV1~v14S?hjBrF?&pzDcmRqG$Gq%> zBo>b|##P(OMw9-E!|%mUg%aj$nWV3I?aMWLg}Bzy9j^dJ9H3+JZPaYjk|^d}JCN}< zF6%{uDLWa8tJBO$s3yu}aaytFM%T{_t4~YVx}EDA{IdGRB|n8e{|V0&UzS+-6)S|N zJ9=E@+g`dKG&U-8>|0yro!43mROM!Xs=O$#CgJ;#Y@FeJLklp=@4=Yq90m(@W6b#S z9aQI#X9n_h%!ew+Inf48jx54qb7I(A+tZhfm|jWKpjKh*ZHb@cSpR_1N?;952f%IZ zF4*W4pPeO&bCM$fv{bMWQ8(F{Hoxx`YWVRy!d0( zJ9%I#_usqz++CRuo+9)I1qP-gUoCu&%(wxEcUsz5t;v5+sUFwSaH^(IX3x%8Qn?!k z{K26n{OA9mT#}O}w-NPu-+ws#VM|kEjt$uJ!9bP&gSz($YkGUvwVh6#iV8}XE}c-N zcbEbJLN7@up-idLCG_fF=^a81RUsjSD!s#$o)ADF^d`OcB1Ld#ed{}1NBd-7>onJu z)8825eV^yP3#|~W_N_X_nZ_r_MhPo?TMAgvajwvxo(F%-XUS-ijH7rcxavr-UJXNxY9(`6Zo;_ zC3xz3X`jzDWd}khgheP(2To~pYrM$@Dk9NJ^rs@cGEU3Kl01N3VX)nMf3-r;40mS0 z`J;3;Q5hx5a+-othwuMpi3!J+xUHCPvzx|hiL1qLjK!wj9b0nX-xs6SMQW3-qbJSe z+h1=vS@Ldc`EsQQGa1qBx(l8s%^z&OVS9ZNxZqbn3-KVMzgD~-$u-5Dq-xHj)-VdI ziuY87!hr+M7teJStx|Pi z-fcrwDVyxD-g};WVjmp8tXhUZLW?i9*(%YNzxirg^IYt!iW7vaA{ZLlwXugC9g=^9pD!>iF65L@u#_(|RI;D$~^ zanmTPT>jT_rJUDQwyb|TK3|@Exu4@^m+&x$lGDDnvU||!tih$+Z{b4EcP_qibE8kX zcS85o6c^M*Y(7&=>!3)y{rYKEbRZu$o8Ie`E`}X~3?GoC$QMMV3;Y@vaQ0%;=2X!z zgdBrEOFmglwa#{OJ>hCZ{^Vny0k~;dwo>t72Ql#NPe&XM+>gq+s?%I0h&S0W*aXVi^8s0RPA0WvZ4(z;eQh3U zOoJ1a%T$6HSarX@GAfu^`&wE(Xmqj8)xxEcyUvqismVxA7b<4oKOZ0wEY5tY$lX=l zQmKaOfF~tK3by2lS-2w^hIN;HxcMg>n9zCrBq1CsWnrwdOYufeAnhu(N%efkZOKn* zu!eSOqy#JFlD3VMFr4*RSyLVwPP^l@w739clD@J0svxz8swJcNis#l#ojinAJM7)e zuff6LGQg|R1-t4ap|XmRz5W8P>Ab|-1e}HU3gI0nPSbH2Now!X_oM~4K*c=6?sFkv zC%SN?uyFJGI^fBnHu53fwl&9Vj>7&|EU#U@F>lGSRT%>q)ifc8WIor-S`Ai11`q59 zuWsM;@$%Q5oE&#})ZCT#@!BrG*Vc)QKEqO@a0-%td%2vV_)i^Sh+pBsF?z$E!+t8y zrIvBNdvW})3LAyZu$~U*4Whw_(z+fJ-ukYg@F&4UBPqbE719V3_(` z2GiOk7=()fjzpUK<674I{IHuGl1FkPIMsCAk=Szmv*+7Wu2kQd`gfkMNyj7$C9@I2J9 zlZju+JfX$@HO0IalQ6wsJrYq7eZ`ei?UTMqjXzv0?7cqRPq>fywo=N&^hxK7NxPnr z`${vRswtw)sC~s_Fm|ssyNP>8o9E9gPm%0IFnX8}kSnlfc6OS)c~&6-D{Ud2_&Ez~ zprf?aN}fFR@a8J3*{0rJeY3=r*^FK8df|Qs2wOeJ2-{!c+KHK-l5YjeFVdyRHoUM} z^Qv0sh~_JEtV;U z0nRSp5%Jg>{L{C+#TdDkO8G8q$6MG3x}*5vslzb-f+%xya#XAabYq->C^*A=sUsL9hv z!=1o4Nq=a|(ULb1tB%E=WvnFi*J;j`66-g$T|?Dv0a6WBJ0@IEQ6bB5a0^o1Ey%}} z?PYsdVqu_vMXB!UG?IlSgGFe0at+I~>W(uzw1_|^LfoUKvFL;AJ78jgHe=JU_5(rg z^ao{)EFH#fh38qd#lC!1de#FqVC*q(JzXI1iCvNQYih$Z$67(KrN)}jC&{#}-E-%) z)DJOrbwueF_*G^s#m8fX8;}=8{U5agM=fUvktV|5wSB?-NE>mZ57#}Z7Qd7#la&3q z%BF3}mhBluh2_Gds4U*4LB$Io_#SC1Qed+ci1t`ne9AWVqEfcB{Px!i2sz+g%co_I z)F=n&(puo>R?31I_P3Z@dF)_~*3;$R_jpo{o2Q0Sv=6LLyjk-^nQ#rPUB{oLn|XR% z`>e#-`*zO0=MVYpDw7&>U&?>q>-8L767jpeq#XCGOsi%Ju!FGvXRLwBA~@%b&$LFZ zKDv;!3|7~!+{YdNd_mIL@19##C^FgpzPA!od*%nkcK`b_y`=(33$U!_oRm8F8eMN+ zv%1;2>f+RD1}@pI_WcH{@@u6gh7?Uy|9^%$)lGYYp!H`yBpn=X@qg}qi2nGM&Z=xW z_~$PYb`^6OWy>;>{ye35<^0pLLk&2|Z1?y7{J;N;Uwi%5_k0A1V*ebZ98-j(lFBX5 zf>l4*wf{{))tVMkcipGM>U_(Na-6e1RpGeiI;=GSM*^h}@wsLy^GIF~z?!8ZE$_6Zsk@rGEN@6-O#2 zdg}3fbV#V$qGMg0)d}8? z+9qyIXc!H?Kx$L2*7iC*2ANK{d$F(1JD)PIv zeH(KDrqYhnO=>3yH^2v|2+^Ah-eptjT?Ni6#DoKs$M!VGpmm?;V`vw`txYQv-?9uh z0o*L8D$|ND)QEw)W5I16#u>|PHDTFvmm>x2^kRXJQYW3)-8osQ6xpJ-I4%4}u*gDk zs^%E0{e1`nK!?>1HQ1`8!v5Fm#Vc-SpZ8zfl8i&ZyP~h{8GOhzReV5~kNdx-4oy19 z&nbRA`7)6YYTntKEqIhC;4_;jTZvV73D}&PKNMHerzFP~8#(=R4h9-ikoSJ73t)Ss z;{L@@VnYiw^JK|p4fOntUaW4DEuzt^G;I+-Tv~@uL>#O9Q=?Awo*v?!|GK2F8-*ED zZ*l4A+~p_9o-B15k(h~{(RT&|6Dr{~yeE58NVb=UKgm2JGN<^?KKu+zud zz>aud3+z)#nfkmT$IBOIdN2WJ#U@#3ZoWOSJATmcwCyKt!_N{D%|t!mwvr-NHki`O zr{3>8PF%&0o%>X~2<5G%`}Tc|k0IcFT*iwofwCb7YD4mVDf>iHswQ$%mnD*KWN~*q=r2R7ZvXgU><^H6S&A96i3fU%-5MScbX^{OLu$ zttW11?b3R|iD|@&g1QC+Vem4(W#eaYVTMKdMp^-67QMrcL>28$?*@}mA4hwnS3HLa zy^YLEhBbT-&jPdsRA(*`DnO~793SUNFLk<3*>*W)oS64EsG~fS0xBM!@ErBbPnnJY zpat-hfG^rkGrajjsd;RZq6)`5<%s z*r_ClEA47TE%AH;psb^dj{Iu(4(yni>sq+RxFrkbQ{ z&xwFZqv~4~PZxMx(N<}sdM?7HvUr3s01lTbXfs#scAwA~ni!$2jJrGMH1jSGwS2eN zeQ8Fc33nz#{=1rfX$e>Ft*}5v2>6+~iSimcL#`wRxio$H(8yCx%p=1cb8W1C!p8&} zS4Da^4N6_BD$(F|fMeZtbl*Q`f&7q`jJZr;B59h?v7lzZ6}$Eo!~A1`Ivd-f7;9QU zBNBVSnZ4-!CAcM=t-O!Zs;Xx-rc=1nfCVK^-U%JEvgK=ra9rjF7=*R-O_H zIi=rAMyiCHq<&7)pZ)OtVAsH^@uN~Q{6#hi032!Bo*n(ExF_?anp& zRLTp))ub6-J~hX6i$JIPhsyG*AdG5R3tr@Q>-9-9T$tNZ+=oZ z2C1h!yzageR$;_X_wUplEs2B0}I@pa1PyYW(c&EXUIX$<+auZAnsDTflkT zSm+w-o_SCxv7T=tSU%7zVg6^Cdmg1JBETbLE>(JSQ`FIV%%{xl#mVPHXYx~9nPxV+ zRTL!{P4gt+AaT@ru2DtXDKRmR6}h1w9P`3ZA3!H3ocQkS@!HJ+H@{HvDakTK=^@T& zR@UBLSE-nJF5dw)lV&tN(T7BCKlUEj!;TqOD{_Z~g;kbxhc*m{q>M?`Rexf{@E4Gc z^Pj)HZe0s{s{%>ZAUH3qvAEPXCa}OvTGy7_9lcR1;JR=EnDO1&fJ9oxI+bLiKjDI+ zQ@v)Y(a`q8!`t|)!>3N#Sexs1`#`i-3fIWnSChV{qy;pKRHi=5$;;GCWAZlnS5w(u zXnLuQWD~PQFJg0D-7eqP%J4}$oD?=CTNfGcEVfvmvV;$cq@~jqudng8aOs;s=p}>+ zn8v=5)WraHPikh6{u52kcM-)KGe7pvBByldvqK|bXn^oaIgl!H#!Y4~SRvipwBbdB zGD94}TT(XIthBvu-nIZobt)Pef289r4eHjaB8&Jx_{QHD?OGyh}@=hmvhk4(1qRW^UjaYgt%(Ra-N@W3EL|>kVS6)%C{bX?A-f z^w!_Q&D+Yv8QY)af_a-U9WGU;eEWuafNw9kxJPU?<6mSX+!!r zp=b{lS~<=AN($MZ86S|d^q0OV`)R2k?v#oBg3{2E!mVQBI>RM6$1c>6^>WKH2If4{ zr98pHc9~$5?)|MU^kZnEv&F1lVl|U-A&oRep?b!t!%T8xQtt12am!#yNPvidlYaTc zpqZpy2E*>l|EA6S!2j=}&5T^D+0j__*O!m{zK87-Y3s#Aej71B$igo4$+n_^4=s$U zC4G2?SVeakwJu!Zo8!_#G(gsAh<otn_r?wi3=Av>R2ysDs3*{!{=<u-y!jz6b#RtSDBDRodgG`QBdm3ohTW02Ye z#as0rHT~p!J0++?7UJYlXp9)+gRdaRlh}_CATX{`Lmwl?qLzN_Gs$w3$ zD6g*iW{bv`aih{i^47wAhW_q4pbg`vXER#<$hi3JQ{M94eXy2LmjVtsVKK?c8p+Dn zbDsleuT!2%${P7IbO_ki>yY8AHG7PXZRZfxkR0XuU8wEZly2Wf4j z1;&YK*mu#X(ea>FC)7a^qiy-7 zZ>7PEvnEJq&?X&k>)YrxUt6YEn_*fafypfq)x-3FTZ%65MFOc0f-z$@Is&OoHhx?U*Sdd~F zLJA8@idxVvZ@|*}4NR&pFMWFTvqEF3V4mmH-Z@jygpIV(Bh7heR0b8L#En-8?{Vr< zROLe$XH$(4vy-x10(cH+7`oUfKB71LSc~k?pkm4K$SDV5aF{R#F zh7K%PbN(U#`z8)9Qx@9D3#bis!!^}S24xrz)TMzi9A512=aYQi|(rl09BsKj-)hL_cOvQqgHX? z4c#(hX>k0AFFoAb1bcj&WVN-VPGk9axoUedc@oe6PTl`2T_N-{p@EW~|5kO#MG`SF zf*UUv-dne?qIkU(U{dqEMy?ti3@m>;MXB$k9{m*tJ>&(PWaSi%sf+eNH4!zUar&Pk z^i^q0H{~kx>7&8+-wGG^`}E~nG^$F);u6gLaw|h0<(jl^EQ&t7Lb|J!Ld7%#ga>kj z%nTyf7)IDQvQ8I#NI%xsqnZ z@vV2+c@DZN#f4h=1qR7QEs48kB_pZ11Rx@#ZyYDtB`gcvNhqTG`tz@pm^pAMDu-Y3 zzT6!Ha7p2VsIvbQs3ib$db}6&!l1NM$|KBPw|j5gX|&Wo&rL`afAsnn2YxVkQoll@ zuD2mOt>R<{RvxlsQ!_%9TeLp44Rp6N&rex!nk9ZJHe`?&XQ0=%{~k_vx=jx;gvL6R z9M*Pxz%qGf!}mZ_4$BKK4RU;84;j+;lXO%%&C-Hntwlc^h0B-MLZtRGJoiUK29SD~ z!MFs0Dqp8xmawwzd#Oszudrv(P;EU>wgHd;`lVJ{Hz88h0khp-NOqf;k-hRc<)n+! z@0mX5)(KzvVZbCtP^*BEacpudO6SQ1QMFvQ3CG7Hrs%uEcgZ&%2z?vt`3GCmw__Y9uI!kdElsEh7BgZAX_!@q*1FUiq0C{?Ns5XG+`1x!oL|w$5ve4q{fw!= z!+IS%R4?X>dy0cjc5EE=W(r%9wxYE5H?EH7k)bcR_n8@edJjjQG3Rkev zESa%AdUMLv9HQcoUjeNM@VT{kcCboR)h@Dm_Rp%3Cv$IKWDvurPpb@YDkh`?hWC|z@>;ZZT7lNg{fy4mYh7jfz z9i{Y=#95Q{=R+xu?t!$=-k`FF+4WEhKaRD%o&_`6Sx0ADh3OX))^}3+#q8}{LX66< zq!}8SLBA%)e2=pZTd0%7x-O)u7*?@wUH(!*t52FZAZ6Q%UfVezXZ=_#gwGTu(l?Lx zfiRzJDGYaL?Q>*oB8$JbN1hlWEdxgUqFqYM^wq%illC{%RKY@Mv>b~=Qh+IjQni@j zI8nlfdW?2$Vf96)4n#yfGUIsRC`PxBtSx2yxcFfgP76T9@Oyl|lX9-LxWlej3JpKHUAN9MpQYxZcFfMmqD8Yp-=+&UH{gRX2f&1s(CmbIm{&}O%vBs5Fcw8a{F>;@) zxnrAN?SNYiuDs8S6@6k{#$V^JDT1V=YfO%MX}z34N(lo7^Rcz8-m^|1+L?(*YYyOS z!ptMQNn^RDc`o-$@Jh#8wAVz5vbLGBN~gM4jGww`+II|{Wvx&p%gD+=aN{qVbslWY2DR;Y(fBt`o$pi2IRgDm>i+|o~zU&0@MH!o?l4197o`A)+NXN`RMf(2$6rByt z{OvuW&9{r-3Y2K(U^Lz)LIs~-1kYv^35#FS*Vnv8f=1NA8iqOI~3c}lBH z9?!VvFgUD|LG8=Z-Qguy{izLe!75We@z;tF$mcTG(9s5O$LT4ls)!An(iSbj5UoTS zds5D?Vxd6P>(Q7%L`t|ab^m2#2UIcT=h~=@?H@cvF%Hd!X6aH-@zQif)3uz_YQaS= z#dVcNpVm`h%fg#Og4>ciaX`&ta|JG5C_=ppuZrK5)a{pD&ukHTj#M1uli_@b@12Nz zs|Fl%^l53w>GQ`MNM{7P2v%vR<|cuV<43+M`-(y!o2P(VXW*VY+wk0&ki@m02zVrG zM<~B$>foKLNBsJ#bLTw_BK2Mpzmc^(s<$#f?*!Juv80ay_pi9#Qf{R;can1q{TpjO zQ!~-(NMLt*P{ecN%i}Bvo-Df2sdf@zW8N@}(X*R#tNIki!aP@70J`n|{*IGHEx z6|>_MFS{&G`d}8zgl=UDq7$u{5vF)O6XM{-s%VF4kV-sj?iZBEwTa8#C3U#|iK1EI zj^wO??}$B%DUPnPRnE2JF;?F|U2|$zLR7>2f0Vykq(RBdvZ_KPGiuNf@5^dqd^j6F zLAS<$04~b9NNW8_S|eEk1`kDd>Z3RHfq&=l@EvD3g^`C4`-3^I@Hc8zvPK<=cXK

dA=aOqKsyA1^3n zztFpBGTgD*1;1Z$4Xo!#|2!Q*>Fiz<&y!)Y^u|F~ly@NK&<~URccY02b*;TqANuO| zJsX-mP;r4$uU;O@_G!wK{JC*v!~t{;#8{AAt7N>!&eOt)iOS*q)ISVugC?2&u%L~+ zVR((RwFo^m5~YrAlOYpR1kE*r;AOd2j}Vi)g2xP3;Bp`nd~!M;IG&hSEtPu=LoE0h zZVU0@qPGp#R03M`QD)m`^-iTdP#Dwlg^9|O1W=NCELMn(th9Ol)dfQN-BrtD^Kr}4 zfxh}djl4-+-762$VJtSmM$Sv2mSkCl2`8cocIrm*w@(1pH9X@C&~?4M^BW_9A9+=j z7W7Xb>;sx9hS;VEC`uY0ofi{5C41`g%vn;>@bS35fI{PeCB&#y+5GptKh0MK1H|mk z4318qdzd6}IHxDWp13^xIL1i#v-A_=367;U2W~F+6j5W9dD@_7U)Z@3i$Ai z1YPdI&M+d|b2Hp2aFw81 zA#aEU32Mhc+mT5me;!HQAhsd&>8Cc(GZLSnr2J>(u3!&|dnTCWr}2D(*}W?E8IIyO z3-hXja@egvl0)(oV)}(yPy3<(c*(MA?c8Lwe(fc(C#?mLgw*T*XC|0gy}@CFL)faC zH86@d>l$;#VV;IK`Qh?RH+sjvCw|8I-O*JUfWggkWoz^N8T9kYrgzP4jC@Xz5!X@1 zGq_j9H%xaxah|Y%eP8mnSIM2z%WeJ(XvGAMuQGbGRe?M6z}oI2N@Jg!mP6OPWT|(Y zL*Pe_lFkmzAjG%gDo|!Wsne@rGQ$pE$zC!k`pG99J2Z~9^V50UraoA75pQl-7$E@g zC}=JU2u(Bp>YKy{1`i}LDzTxb6Ci-~qeS{W)WtNZB=m(%HE8{&>`OFsQ#hh8Hv^em zLLwy-onxn4%28Ge0M2<8u3dOk-ilJRZ>)4~L!c4v<yL!h@Zq9%I^=<3IL)=!!&# z-PXf>Ui6AUDxE7HD74((3-5;{sYB%Y0Nz~K_pg|6He4poRL?HVcxpQh z$)3=aTxHbL*taRs>4wp3$dszt3G0+(S>;x4!|BwPGv7SPQPA$*K|p{rB0D<8VwqMH zo3DO6qro+8G}3?(CWQ9r&ZOk`33t2|wQio%$QWhePy~f~vZ%X|;rP*+q`JL^o%(;m zW+v@a7W}zsMU*X-kvWpWie!N%Hg}5U#%SmJf0EXuD(=Wjeu4*d28@^K2#5c8rsUKSu3PuPD-TlY47Ii+E?T= z>LlcKE%}Z;8w)PR`1yyIY=6;7t2+iM_{b=ldtMVdo1!u)>BMBUIz<_>>Ps1sg1Y4| zxPzI_dW$-cQMuTX6jrV)N75oQMrbe0I5*TzThMHo4P{+~h~bGSidQ3)7`?(ms0=x@ z$oa(vV6L{LTF5F$#k^&nD|>G4Q23V|tjuF25U=e0bMDvU;LG~|RTsDsmi%di72S97 zv1Lw$Ox~|uf#MA5{hyBn+7fIEzNH+Fhwv*ID~sCb`(`1vc*$|b+5!gx8NcuS=bXtA zTi+T;pT0jjmTn>LeIdQYbZsqut!nZPA4S_`L{)Qnp0OhQu^3}$Rj}jin0(A)vAGqs zGV-^R37y2k>m#Bx)x1S>ss86Z-3DNFUF^=6@Po{kBos9_&@g@<1o!vS${Ks-XAuQb zFa6WOE{)eFbCP4nJy$Qg8ZWb10J0ae2*cvb@6XH12UP&&nN67}`g! zaN??C9GmhaJ6Ax%u=vkM*WI|8O0Tq*h1xmE303cj2FmHcr{0rO2Kfj$u)K?Q zKn2W&jlA4cq>#f(9n*ia{W3mWj5LibwVRhg+fn|$=TAz1Mbt@cuT)>4uV}K%jI+a^ zP)PMT=kHclK)o+3q*A95YaA@gT44g`Mq;H&!|UR|Vy-~@u@-_bhkzGD zMK>HR>!{sj01k{s`NExl-(w<;jW#Q2AOQCk%iDMj;zecjlz%3zys05^N9f2KE!XsV zv>E_%ulDjji5*0Ymph7wn7Qe^CZ?o@9kqgcis)?YT;h`?OrI>SG(Q{6iqI){hndXT zmsTh_eoLj3)BwpO*FUyEiqUC0WenP1#brgCJ4w`!K3BS9+yPEFQ#ti4Nb*O>SD%EJ zc&|DaCE1Io;{Y5If4@25y=YhIxDh{V83KSxnd=wQi+P3X z0K;sQl!_wlbd`k}<;2akJuGss@>;(PDncRwFKw%hAJMV*Ja%>vK}?#aXyUZo*XJ=g zXw`pRB%zlTt?U=tJEbSf83E!Te-e;5l~UQVO55`VnYu0_9!I7h_=)b!SRGNIqV8fjdk~lmUI_T!E%q;J$3Onog;vhs5opS4 za&FRrd;s#M2OO}A#0aIozv;9ynYWhelzjmZYVl|*V{($m_OcDX|9y|VhwI%hIX!p3 zGi%O-42`_`BFA^X@2L}q7~cLA<@TA($#mUVAw7@a+z*1=7LA!DuUjP>H9#7o7L3Ma z`AB*8Zh>=>o{deHFKvUK7T2iqA{CEn#Mf7${LJ~br7F~FqjG6aI*ncD=bIeWc3?6T zVypiKWLk1e$STBcYc(6-*t~;x=q8=*OEEal88-V{Jyspp;ge=v6-tr2jCKpOC7j>r zSsbry`cGKFfZXBBH-yLT8jKp{OBuLy=Pz-EwI7RV)E$nr z^;oLcl)9d5H0sxx0Dq=j1^gJF4r62qb(wb2_-d_2|C}o}_5jYEcTwTI#<@W+0p9!6 z+QS`vVVODaZQ$hKftdRw@s|Fn(DNo;NEw%fJ?o@xf%N{%gpw)w41C6P&`%pT4J4u| zlezob&iiE4gn);ul97feo3!Dx30NzMO69L-Y<)jZILxSu0V?_+oF*c}!B)<1Am8ha z`&QHXrZJPHoasU68ve)Kn)y*AIe#|2F`^C_Icf$0py43D3hC3N5_rQ>p+te$?ZmB~ zmr;%BrynU;8xsxb4JsXSt`;0PzPbF;T~Ug?&4hLcc85X@Gw-LG_9w{0DhBtVtS<3;SLk$givbON z_7|J--l4Q2JS85DHP*xhEn|x#!{a+-q0tZil(6J=r9UXqxH#oWF7Ks{%)e7GM}zeZ zA)HpHM|+9z3@C>SN#R{;0~<kp6*r{B<}j@N<8HDu}keM6W@mWhB?3lZ@!H-f1E& z5@lPJS8s#z>|zue<3VDMVj;r%51|vpoxXSO^V^&(`xE}s;i_&G?v_QwZI+YZ9HZy9 zl?iq4XEev8#Q7^!1IC>;g9@aE3bRL!pGWUH)^?T5w$Idz<2@pEb@o!b%*D}1!B4|D z#>tXxiO#XH{ox}=$h(RJzacU49y!tAa(?{@Jx zAIj%uMMrreks`kWYeoEs@p~h)!L-vDgA!B<1tZ7jLE9t-uDIe2L7p-v{MCApu;%C) zXy4+d_T@@f{7EVp+pKtUx1&e|uD;eHW{x_~b|{3ZpJ-V-<&|Pn$+(QRxuRrg>UQa` zDDk{q_Poc_6lge;w z6}m184=TcND6F#VOkUxo^Et6HoeeU!5rYovV+EGKH+0qY3k^@bY50eyH|w8D?IATHilsed}ms6oJuYf z8>j!YF0&E*(>mR>q|+$1dmv_NQd>+gqV}JwsLNJ;y&Q-IAdzlq$Li8+!J?q&{K0=) z=8n)M|Et1$K6_VA!domoWqz(NmD_sz!^?LNaw;%8J-DW@gY(A9gb}7)BD~hDEoCeqOs%8t>)U7rp zyx!Uk(C14rIqH6bbg_aOkldQ8nEerNU#~4t# z`UIH|w<%z*+{H9M7TOS8mVA6f$~}u=41Hg<sAr&R*QV{sK=;w)|Zv03JlA0j0SSV`R+cb0<_>(R=i$i+i3|%U#l5 zVOP_J1!E!hb*b2kLB2tj!hy)aNgEy+x6Cvkchr1x*t5?yY3b5!BRLQa4E3qWeo(F8Scq%`H0W{Qh-f&CKRu^)LZ=JfD{*Dl-;)O@EZr5Ur6);tUxcaswXRbcK5cXT>6_6A;a|b z=+|;sbljv(hiP#r1{svPUFA0;{}oM%-Mvd$QQ=t;%iU9lc8Lj13A=y1KX)?!me859 zTX&|CR^EweY(ASW*_P^<^UN`Gq0#MsTeolM&cU(PDMQ*`PJk75n_LhDunOOqtlPfx zH1FYl3og&X9I@*8K3AA<7D#b(>ovh&6c@7j zZ0aaSw|i53gB8)Qmr?&DgR3=LTP!KdLy(p+vk>o^YaeY8#nTX`^B7|@=ay$xy{e#Z ztmrzKpS#-ZwR|Rn;c;e+qa6}okB)d&32ay0#K0a=6UY zwQvUoFMuDIAe=UkTAe6zK@}TZ3`_pL<1(|7$_9I$ROFP+i0ls7MbfCjDv<;BKJuyF z!;h?30~M>10Z^_?tbk*~d4U*pCrYbcozTU?Igt(%B38t(_%LhErP7*L2x&0X;KyjI z^#w9|PmM!K)8WNw=t`5KrNqSY*?!V&h?!cRak=em^Nx|zy9v8&Uv|_f<+E*xWL^By zzo*v;s>4ic3t5je&fMq>XrqrQ(RwW=PDKY3-z|1b=2etxO&ls+w2QY|YB&bZH7A=g zX^7sLag^nDlV+V@jFg`$sH0begmMH{7U=3nO^nR`l!U`~G~2CXK5^hMy++QE%sUgl zbO$6TxJztf{p&I#rZl_xDD&?n6pF}y2x=V`oHs1&*-5qgqA-L>EjJ%m@pw8v?p^Sg z)qS*4UW^Fks%-A_C*Le{FkgH_KX22X%;or{sU0i&%uVL#G=~hODViSqV?$827$*{4 zB>f%#{I=2`J8FjFY8E=3WE7Gr=&E)bBs5v;9+rd!2vguFi-*X^yslYdF2mCZ8xdk>w^8P}a6K4HH&Ybwk~2 zF(l#uuk+b~g_73qdoJ74W@FC$H$E}U%HjU0dCwS5UNu9;Yy^Gi{Zmhtx2o>Wh1qqz zR|7Yv8<+QZdS%8*$d2OS_aqDIi&o?*U>#2X_qved=&5=XnP0&#Mx5LE-1nH?7BvTn z+%aoV(-Q5ouWFjEtwdf=pF>9VtP%$Rt~1BZ#m6iX4<&ams&b;RP0-L<{kxrrLZ;u1 zMfC6+#Gd9aZTx*|hZqq&lN5ik0x+dOhMNcptHmQo-RKG20;RPF6^)w&Ir_wE%TVS|=sMe!4gj~udaJ|mdShtLK%-}j-@o?!It>w~{pOb!I-N}T{P8+fu6I5w z(U#>R=)<6lJU4GW2khEd>)WVqDJNql5elfG%vX)Nd3;p_ayqx-75Np_@U&+8@+Rkv z!WmBbW8EW^o0x(R{bV`myS0Fi&|0g<{V4>Pvv!|`Ka#z8nJ6Ry)pAXz%`KmZpR8w_DDw30X)-Ax4wBG; zCbT!As~Z|MTbth(KZqc!N~vvib3K$WJ7P3JwXWh@!Yap44?pu&5N%|4X4gvd9hvp3 z7EPUAid8}0$WmoxRrnpGaC5J|&hOM!nF;=>{1NS~-}%V9RER&mNZ0187t4Cm z$X_ah%9rVGmo+9S6g74dZN?gr8>M;bsP!rov0UACn@DR65a4B{ftz+Eq*6=*%M;AGiNd>UX|N*-@ZiB6M># zxXbKqf>0#o_eJc2b@aq?^{GAcZGVWs>3V$|lX=Q?=9}U*=ZYl2+Qq7SCIg(P@%vtM zVdiBfgtsNzdNtfM;B^#yh^<=SaldCP@mLZhFslWW6h(ZvlChJWx#OM~xz!g|zMJ`w zGBfcEj!ZH5&Xf3hbuGrTc%$)h_6*vwhE@#^_Pt^6P5H&nd#kIEWgGsFW_LDwkpQI{X_j_#cGmv0a<|^AHI0J79GRyMv63<;BpE~K>f~*V$oKrNdYjK05v&|s zsI)A>rde_`?a;3T!nH=s@svvgtC!nqhvMDCeB>M8-j)a7e<%JnV%{94iB6KF9lZYk zb7iAH>;&w8Yb*Htxc{zTg(cqa|D~DuXKiJwaPt?g?#M9MFt{i^x~gW=Gvr6|Qn~hz zf$KQP>%}2hkq)iis4$tiIFBNz?}^T~wQL&FRriYK!~5ozP@i0QYS(4HigEgs><3~% zoc6W7rHV1(jmbBTwNISW)&+dq?z8BO!6Evn_c;=%cX%#Y#lvt|#>4C0IROVt!$;S&> zSwC&qa&YFb^S0fLi5d#oXATNPldemvQZs|>-XZ^S*j8rv_w&E%P-0ordQ*9w<>=KP zip{gWHT%hf(i_=Zqjvbu?^emFw79sq^4%)>NPO$w%A5}wivb@7+KvR_D%woy%eIB zI@s3ljAood3ioF;^w#6f)z0mUu`g`iYQ14Pp($Lhlx{RX^tXHa!yYikdw_etIJf13X%12~42o?7`S{ zF4BdN(2Mr%@7|e%qk8<%(%)Y1iB0?+o?2bHBsX6iMCjE)gg5GL z=pc2Cs*j-W>Oj*SYJt6$T)nb|w@|qTN>sBOLB`_8*V7%1sxiZdyR~09!5RL@zJL0L zzA;+nsAz3mAG*!AKj7XvJDNXeJQS$Ep3w`kxl}*uPRn+*C8fU{P-9%SfFXuAkrim> z_=XBg&WMY-m8lTMq_fkJo?;_|paNq{!*{gLtfMKgR-W#->;t>q=Pr?sZCB9|w>4!N z8tIs>G+l7;i1Cgaw%W#!$t`O{$`hxiCl}}7qXu&$q@4t4WJlE2N)6fH1kuqDEAnS( zO3TFRDy-b}AWp7ArCffkH?uyQm zIjyeu-_?$fK6bLrB$iaGmu~A*){T=%IVG?lYNyjMX@tI=5_RFh7GJBq)9VU{pY`ye zrLgyCroYDWOTi$aw@tw6UfOigVYN)5_^U^X(Bi&y$=k*&j{Fz!pqY}huy}!4t3I9u z!L%AT9yQ?c>+H=9;p(@=#d!~%^!I&kaAs#&dqmFfKk^O0IxHKg~v ziMTN@_zOVHiyxn_u-p#CQMePNf5rC+;r{9RcKHM<7+ltbbmz&}I5N~6S$>WL%v*$M z-U4%ubL52wSBA$1LoNI*XKL~HofCMaDhsru^D?LBK*DFuI=-K-CE9Qm7nW95VMqv~E}!JN(-ar&5kzUo?Rf|h;v zw2Y^}HpzWme3Yt?uJn1A@}*1SYK_#F%GRG+8|;(&_U7-dd@8N&iEFp|X?9RiCp$~= z=MAfF?LEF`nY&bhBB#dRRand=r8k|e^$}7FiQ!&4qes=41_7YTS9@fOm%P!EHc5{| zl{Zcl%9d+xI*7_nxO{pr>k4WhPJAz(!SU$&-gXms`s4n5XO zmLREcCDXMK@AH|3H$(-X>iHELT;00Mq15S(L$#YYdn<%LA;FWQEb4vg=4@84IhHq= z6!xGA+XRtSLCPlHXs}v@WO`BM(Ow63ezYvNl^X^G2q|*o+^q(j=(*@sj8yb;KzapI z!wNU)ElPX);_4NN~xoug98EbQZG0a{^YxevC%*Kb^CET3AfB}%ziT#acwT|n3tw+z2G zTUBV2o6Y$=?qupz=84h7|4RLR4+ndE9TB`;yku25WBU7^ugK%HI=y;iTgbZl*LB7( zA~2&;VzokR-ke=!+*$tNt337VNr`&(`h)9ap>+Kfn~uHn7TvMed;Clfppzg&huuxl z@j*);x`RvJPY)Ki_EUfK2i~_f^xdTM@}>glQM5NsV~JJ0^f{NW(ae!-E#t=2=M zz_Bc^-MtUy=4|#Y-$4~*J9+?~+?-7=c69h#Q&8l)cnIeHANJlVs_iXY_g+$gw$MUx z3KVxJu7Oo74cdeRmsQ*)NQ-u@7I%UKrw{^!ASHOPRXn%^x8e}2xE0pPH}>9l`{I22 z?u>J8=lIW?Ip!Gu`M&S-{GN|E4)#LTd$G{K_-7Xq+V2`M;;*7KBR^mIoEZ@BMB6vt zpKQ$(O?y}PJZnKi`H4cLt!z;b#-u_0ghY_8VR7jlklzP6=N9IEb)SUB0izpxGY9v{dPED{Y#>HDOr5=+*3usw{OQ?m>EvM&K8SY{@)j$6I z1=uOw^NN~VPssKJ<^N9`{kaScu-u;W`Vasx_)k_KSQ&5} zp*TW(Wq0`BKLVM4glZ>pl-vJ(C;#s+6F=3f6Sn#z`xcG@zdd-5YU2FN|MI`z_di&* zX+AzzOd~PBdjIA!QiX6G@gzcpvmIyk{KZP85opAmCd_QGXD!cx34G{lm|%stZXh*di`pxa$?&IKGzzq2~` z$prYGCy#lj{CA*j^|Y3x>lu`%njXe%Vs}&64!08BS?@8X!*gmf}8V2zu^x|=(TD-|LwU^jbT+nfxFz=CSif?@cYLx zdcdZ-A8d;G1q)KQ%H1No*EtBOqKU;hSK~0S4?JF3$LNgd$1VRORp+Yp*O8Wkqchm& zFyF}NqRFzVGAP+v%bdA@u!t7>L_;TBRysLG%cihr__`j zoG5l0$S8jpGN3~D59IW3NJ)pEVuqk;JMS6af|a4v=GU!ab9-U*M74O2+uO26AjYGI zo?>PWH^tB)^21F@zs5DlTd^uEuzayirz(cTYYD^r3%x}$|eqCdpO zkr_H_m3^DeevZZCPADVMuY}P`+Afp3GSZ@X`Pc+JVA7&*)N+hJyWF2RYlYNbxSRSQ zfhB&^({3wTLU`M`q#kZZypS&ZO=RLg?gV!znlIfH&`Tv2KeHAx5II_8m}*FtPQLjr z!uTlMz=sAJw>Das|Bcgfq3)Q*XF+#zZoen*>EzGk=l$trK|x&D*y_ECm&S`2=-qE= z6u1VqiYWUR(c*Iwt<7`nj*@yBv09}&Bd+0wW#E3#~7F` z;GFmQokat+D(O|y?H^NhaI4=#;aGseF$#iar%L={<8`)sqHg zxW5z!)gi_vX=j*L9S2Nb$8Ax0XIR7U0pAy(zz1jI_({{Gcn&l zUXg~e7uX5V^}L9oOH(#j>bm@%+f>scS$UY#A=#77Y?{pn>bE!-IunFoqXfR1$=dLo zFB-|*jZa=aek8E4IIW`Vu}`}n`2!~Y0Fq+d70V5o$WpeQDN%&PZ-ri-KUMu0WsS{G zE;i})(a-5CpBA1t3jS;s-AGrjPte2R2)>L$c+FgxVF5^IQtreyD7(kYXc#MGND7ab zm#j7=Wutou*h^20|{N%CYLT*8vy^6*NMngdaYVdHCHPb z^G^5P+>P#-c6v5~RI`U>zWc_$Qd?)X?+bMc;@*o!5DnEj5=<+0GiHBk?9_MA?J&=z zZcL#_Vy|W6*?ZeG_2zCWgIhwn98Y~m5rK6O0h)_cUuIV95uEZ6W_G&suIc8S8#8l_ z5VLXeW$J>~n}=x`@#n6!wL3<^yNyr>eMYdor8(gp!A(*9y0if3?JYmh{Jk-R(W}&W0YY#M@=Q;YF3~y+Sni z3uxWL%8*y4SLLtrBrd~KU3HKzaP@~Ybz1`;H11)1NM%!*riFLMkQ#yO*d+aU7eJE` zuW#`!#4Ww!!`B}z`<}l!1hAj>!BVC)Z8YR@xk{5-D~+v%wJaNG`>gPGcQ}z5(BSzAYQ%1)^wO zCsFv^!`7*%DDQ2;x?P!43_Rj6lqAi?KM( z?~{-`$jEnh7Tz2N{vX29C3QZ+UYUAPLr#M=B(9}r)B4uill(uU#kGFqtS29S96O|b zA5FaTu14a>iTc!D6EP?4hVFlh!0;RN;;*J*+zX12K*he45_Dya-c>uDYfcz)MsK>L~gV_ZYDL^kD5&G z5q@jYF!@t|vU_MFLwf4@uZ8Xm(1u4_A2Y1R3}mk$!3@_SA{AK+jfD3dmoUF*i9*pw zd`NN}t9i=E8vSM3ETFBhZ+qwa?3{o3cxgD}gFo#A@u?Bn8e7jQCAAm3$-PU>{J+O+ zKQ}`gEuTKc)(@1VU+%q~&wdDObm*%d(3;@ByV~!bLaa@}?91LBM2-kxzZ zW)bNUF@i^f^Tplsd>}@8$_=h9a8yc;bZv7v>6*)<-ME2n%7aaKt+A0k$%K)D)-(jf z$D=Y7MF4CJ1dtQ1@Bq=QoAkoT)Bs1(*hYEdcZh! z2#eZN9;|VF2C}D8)5|DU1Dm9|H>iB7x0QGZ6Xy+}2?((x^QR1K`bRuBUE*bS04C{` zn@>9rv%c_7SX_aW=#T-rBdz+YoYQ(nK5oLsH}ou%w4v%Z^T9BYIxcq8H?lJZ08hwb%@@sU=$e^$dW~O}A0jq?0wBf+%YiEpi)4msr6=9Mlo{;Klm> z^;AYqo+gSAxsFpACsch^cdD`3UXbbM2(N2~)ekn5BHS)X2)s_#&#h6Vnf1ao26&oz zh)$DCluNY}K{yM z448*~8n^;AX7JKjALL`KqnsefmNy#qNI#x2%_-5mD|!x`Y~LMKHMedyknPQcPQzER zc+fe>RNl^3(U%j_nhtc!_25m>)_zw{-8Foa8ry8Rt}qPH9+tqn*aC|Sq@B-AC`RQz zBuw|4ODIoJU6OH6qK?}hY2rM9oI|W-hGq?pmt0mk#5oL8Res>k;@_<(6ctV1k;X06 zKJqc`BF_aln?|ymoNqGypsH z@I;hO0DXLX8HzfdqqTYopJWs z`d&V6Y4v3|!|_s35ByHk!B%qjF~5tXv9LINde8v!o`#Zs;=zf)MjFzk z#L@UOKL3w=SkUKxB7T-Uea9u`U}x!IPN7?44+6E8{;jYA2N9)xp>MGMWUJGVR=1Or z*CHg~gvCR1(z~B!@sM7#?m!E^V7MWhGX+gkL;%7N)s)Yw>-qyIZErSn1l2+=!#0Wz!HGSE~rFiTf+-6ACYfU(ZJKB{CiPO5_Pp}E<{HmYJ zm-$I}i12CQ{)<&f=Q;;rJF(>B{3FZc8bkB2i@?A;-kt=pSI&9=MNVdana6&m&gMvB zl6?Qyf7{!7@z|*M#uk#kr6m2g+x{nu5|&p% zY}#i}GL(vf)${Fc)gP#HJX@X>fBSn_&NO#~hJ z`G}cceVzZ}U8DReC_?ikAKc10$C~z(s8o4gFjzkM!mw_(*s;QN zVI0`r15ooA2rg=?@KYWxJH#PHP|)J07{~16w6cgXi^SH~@Ux8JDo7b}j1&+(ty40e zDKj9FTn7G8&!%`n;LafF16Vi@)k1xGtP0j;-fu4RwRfFeyKw7l^R?g zX_PxGQqP>PuWJ{ty3z$Q3; zAE(EBm45!$+B?Nx3kKB{ILhA`_-0>dOKokEvp&ssTL`yd0j!>L%K<8ADa|=~JrBDD zbr_s@8Q}sgkz+p2H;{O|=uofdLY@p(*`|TvXE?18jni-ojR()Xf7HpxU$8U`itbt~ zruC`a6TAk51~=t2YLwX7Tm`dDK14a)W!#BmjqA4>a=Reu%?s=Lnth+mSzpPIO`qFN z-r#r<{afv7i6~6MT8nm!U4x`y%KHuZ;EME#rqc{O-dYo5N>AF33Noh5oC_S^mChg) zjlGy`sXr6oaTC}(oP@b|xzm8-&$MH5LOq)ugZB-Zg(|FXF;f3{9bIqhsoJnX8Q+~M3%#{^iApC|xeQ7+$@^z#VTFDpH!Fg?)?_o8{>`^!}& zUjl}xKaJ4VgyaCPl02K)F)9YnRu^6?(Hrq-=W-Gx^TFi{RufVjz;T%6Gjm3?7sS*j zd(LmvDN#EqouaZTXXoHG{IV-^zfi?PVlV1>`p!EQ&=Z|#vv4-LIZg*2Z|D_0u@1f= z-UTntoaa|ULTqAJ2tVF^Z{ZYb0O+Oq4(8Vx2U!2knmV;|oasZUn9U6fwY!zDmUXsW z-ifwHS_;`3jDKCbTJ(ukdZyGZ=iW;7zEmuJHC-{lwWyMKbbnm+Q|`SbGHPtAQ_Q@8g;2w@N6Np06kLajYJHxC3^E&4S(OF8(KOG6q|aXv7vb;7c~ z9#y*_m3f_+1}Q7Vb0R7uMshnhNE89cc456PV;?a+A8y6J5M5FUdZB^NNy$C@blG20 z2E!Nymgc!p3H=3`&re@PR5aLqO;(ZuMVCn9Ln({BWb4uWUCpe+A$h0a@5c_OROO7t z4H|5Q1IwJu1xV1`PmvZ1Fz47@PM{Ay?jXcL)Ww;fAFf%q+=yn=tf{NgfFRd(P5+TH5#j@mS} z>CLCg9WxXlT)m`#u8(o1OL|?{H}8aX8dcGHa;CHDf^f_B{HN)RJrIv+e9k+( zScf7$GwOQG$%%DX5EZ&4zQW2 zT@TNL?^}5BLWzZOSx&zfpkQX@=yyDmk#bu3@;#wH6J<*FfPko@Cl~&2GOqGYvd!ZL2{kEUMo*2mRjGkvl@!>u>q6RabeasM@DiH+>{-Q>!Elc6#Sjm ziqkAoOo@ihiirUf&=*=Y2kDmgv@}G-n_vPv&elQVJ25dQcJZ$F8+eEo0eb_3C`b;N zgBdtZ6W8Ej&rmikJ#DkBg#wtCYrU(F-@s@@%yS*YnSN7)H4)y?%aL6Stj#RbOrxQR zNT9Q`GT78D!5p*H>3F;RI%amu8t%FWEa}2j$nmva=lPX%!!%t(^@i?Y^Fb#R*Rkgy zEr3q{wqLIx!ybP)dNq*vp*lm3BMIkTpJX1%fMQuhh+(Tjxo2)^I(%a|Z0loE*U_>) z1*lNNUK=?^*ZCjpD$@YH49lUtl(r9+G*|mE5_|EYJ7OgHt9C)t(aG;dD*g)!WkAHecvsVnT9rC%B?BI>g> z3afef2{tnd9nYs{D)VO&4gNXtGMCJUe>TDNjBPS&NA+#6xQ)Nhu7sCg?b*23R}9Ie z4i@j_O*xwy!YHXH9eLK3(U!#{E;+szPli2NZ31%v+O^r=PuU~4MYdxp6=JYaD@IyyxuVM$~H*v!=Ne_sJ<-ey%*3c+{#6 znkndg`u?cTAu+>N9wWhI=AI*396VUbKPpTu<5}+>-YQQb6H%4n1gUC zYGUB=Z+ctQB7P!MR z(Bo^Esc5r_K@IaoW7S#l7FVUb!dbFh;_P;K!8Ya3CYUEMiOyY6%m`iYqBmgY%Q2#o z_ijrDlHO)zq0;e_;KzHvDe0PFw0uZ-HPSlCMU%H~mxo|<@@|u!FK*umEZuLQ*f^|Mm0{7K z@><2KtZoamHcNj}69>d(zRl3rglE6;%8VN0c$DGjiWHC6w83h%%mOT~8DCUcvC{k`_4VM0%7VBk&C%=>#fJx^4PFe)+B43RzlkbXh~ z*IR1^%X?yViv2$oA4!~<-FzIWrcy9#<=5gY7eZ+(+Ea$FEWAp=E%;ei3{_v~)Q@u? zY6f%i+WE2k`-|aTGnXY)P!;qmEz1^*ATdH7a4tA5rhv45iB!;@>AzL)3ew1B)_Updk>qhC!oh)tgwvR zZK^o>K!%67(b|Aj`{|C-E58=r6Nh<+D+k{h-GcEHXm$rNcWkY=Pn_wm3eT7+^9%X< z>{T^`3vg4f-7M;bmx`LvO0F#!t$v#i(`0Kt@`iHNT!E`}7a zzyLP|L}U3&vMBOJn*>{{{n7F{_f^j3@sEB#hia2@l|n<3p&hFKeSaA8HN&^L449ew z*=0t|CyQtLhTp#i6bO9`Kk)L~V82K%&{9Kadp0C1;-Fj*Wj=ahKFR(~0RhNronDE7SCPUg82Dz%YD z$0>!+#~^0XfHAI;WWZjzJP=eo?o&o|T*+Y-a?C0H9-sM_gnD;Xm;7It@~rw^|1Wl^ z?a9J5i6f4uapz8_H_L6RSj8&_y<_9u4=R%N9RZKD){M{^sGUKy^#Ma*kO%TQskbj5 z7$Iz3W|1-Kr4xotaW9J9a)H*U{sU}MSAhQo)07_U8&7gCrq7YP5) zXV>S(|D&E=ANNS={9k&fuA`~yWRPOP8{VpFb4`CDi+eLiYE*?C`=PUn7f(_f^a)~T z-1D8Uv^{?aSHV-~mAG*}Jeh1ZnGLn-TP} zt*_msUWnw6m8Mly*-Dv1EQbef$W+db3aaX;KBRw__`7WP{y7^^@IC|GG_tsY{c&oTmzX&fE zR_D3vMWL{ZzF0{*`)c;roo_bECUw9!0Gds^3Eo=M*YPNk=lpC_kk8pK>!6JX^!vlj zOqr$Ci!$g)%>iNeY8_F3<(nAS6z@&3WFhskAjwLHn)W#UzydV;BK5VI)zmUvUqlUD zklx>?b&#_4%;sm$=0KnNv-ySd5*v?5)`E#dMp)(mXV;vNk!42!Y>h5!(HwD%8bx|e zYQh+i3*&5=S)M*`m|HRGVS8Xc72L+j0YN>rw$mL` zGcwsy#aY%Opw}TZIn0`7B`%gAqMfX{9Y{3`*pGPTTQ`fz&-(Y5YoG!Bl)Q?(*2-8V zb96!Z(_5~xS7}CeG{r9rMT@X*$M9&g%+?T6jMYngO~2=WPl$Ff{SsQN)yQ{INk~0G zJQ+ANHYl=X1HJ}WI~Gg`0>v{~TxnJrB_g;2ZDXW66D*+Y>pTq~247eAMu~Nk$y52| znSrBs_hTXDd177XnvbH!`iaaIHTm5oXyDf#8N*{2s8NmGbugtOmN+%tWxQ!ds&j74 z1vF(5Qt_W>3$?iB5Gq2n2-1>>OPF&)UrTAF^@%cHp_Tgx8z4SxgVRj5!|h$8%an~- z_4B%i6Rlw!7a^>2F@bYa3un()X?Biy2v^>36X!$}1v`?RlGkl0DYb`E1!?rm`UCV*s<`sY;ck&LmeeOYJDL04EH^1cJK-cru$eFt_nq+20p08&NG_x!uWV5sA|N%HyMSfb%00`275pZb4%MJ29admMSYI2n!t*;M$Xjy z&b7072Q@4ov2wf}KqqyZMXvYMD+o&nk0eNWkX_hWY~$fcYA{JcrL?2*3b*^Sucmso zpy;9$DI-Q(hThjZX8Fip)jw zG<>OEWydjUj&7%WC6qsp9J9!|^(aaavhXvB^=@m^K>p$4M;oRb6WF)g6T0RqNl>#Z zgR}Ayd@I-m>7$zJ;XL7Xd*H+|3^}#gFT91E%5LK*Vlg(|AYK#DaGM&c#}(iIDuV z5Zy0 zPd3(1blElcO!T8R-WHGVxF0Fy;!L8cXG?*Y>Ay}r*~^gVQVzb}vn!qUJ7%=B=EyFs-+M?G%C>+wgj;I%2X~1a~DbX+shnM-r z!(fVkf4O28?*h>M#D$e?oNZ)zGS~>Ezr>1#m_fFPY-^^D@YlX4jDMWcbySF`#Fr#+ zA9xu&^~I;n!eoe4ujU{*W{Hh%l`axlyD`@T3OWmugfj;_m*>zL?XpMO>v`i27d(E+ zo)RVF7qVEZlXfI zPy`G=o7?}~@rQ_ygXA)i6SG{2Bvw>k$YptAzYVtFz?KMrI6 zPLVXA=%(*ID_iq2S*E@^+s6S-NbasIkGxu!DGthFKAI4i;>MkQWSD{;@?oUgyNE@u zlBZcZG3xQPrphDc*tu2&Pcb6YOcE;-r&}DImFrJ0B-!5iss&>JF`o;Sda;ujIduUp zNkd$GT-YL|e%<)=q-Z6BQbtJ#W0@YLS2{%JTY5Jhuf^YV8J=(Rs!WyrqZlQ#Ws@T` z3vKl8FQ?aZLah9CV*TKDPAls_{|00Z%|*)XHCiVZmFE~UYw;CVUK0%Mm7DjalCHEo z`z+qop3zwU{BUQ=)if(oF~Sj$F^IRILLA+r2;T2jD=H;7Y@`~$r&k8=c^-Zrh|v+v znS^!VC@XTc!)K*o?*>83&UB zH<@RC(N}2oh_P>FdWf(JO05EfarRXwjxxU$MXyoTMBVb-%ri$B*M z#-4FAoHazC)gAI+zsqgq;;X-KyIhsnP6VPWG~f9FXl6>nxF$-5yC>m1YN%J9$>sH| z5f+eR_oJA7-Mv)$SJqB{SJv^Z-Y}*1N%~HrAMVn#7P7`#G!QF>zQ!+^n^?OgeAcT| zg=`08nrw80Xm4hnX5UJb=g6zxe^XNOxyxDUc~VobZ7%ru%ldU&3B_x|_d@Vae*|Io z(MW3#_&C{zg4P?Z4S1@j#}uJAJ#$uA;u{@@`dUBoSB;~!F`pV>N#eOFyqL)ngnedZ z*UX-?_hq~#g#J&5ZD<-VKDEA1l=GpjbF;~0jaR`0@gUEXy>`jXajR9Z)u(DGc*q}I zI#oe37EC1PNG+I=GuSmR9N~ZB*R(_I-{%{96&{E;_Ldg1`mdY|a|+DzKe206udM#- zNAo148fy1)bzqML_3#I zO=*V%E&5Y3g%f1>yRf`+CC=qabdkok_cC+OJ34w*d~(#RG!9NHzQ|#+lw}kVu6<*W zsk*HZiD~AYsK!Va#85pcj;9~of*THKZB!)#G!z!nU<&X5KbsnxaJ~6D?8nBhK8_Oi zK{EB>DLD65SCx(5BhnibJQ4r?(zbD4cBUC>p|`otfYtxw+pBcFiFd*gMrfKNqm3%W zPl9L|k4|6?8S7Ni#n^e1=P(=SFF7ABPXkJh->i1=6aOv95c)rm2`dtlm<9O$@51iljD}%8`(se=nz2)8eAw5}_{>_5K{< zS*=UJwg3&HTv5 zd*-~Ezn_0KyR;FpY2rz?Iu)|Jq*cs4d(gKSzl|9Vp~>hs3^F!!Qh=bg<$eJPc+g@c z$K3()&AaaEmKJ5~{#zg8TnuaWfQ5JExfDV#iJ{ZvsM803eJV1Z=4*fs#z<=-hH%TA zLpwnI#bVp>r4mR&ULENp;z9w#J5li0JQ*iuZ|ry!e*u@C79s{AGzT>lOVz?p1KZB; zeg)h$F}P&+{X-Y}L^4HK;~ z#3gqoWcV-`zF=8J`MA5Ey88m zj!uc48vO0xbxjp8gEBgK!-l29!uDw|EGMZd9?_s{zJZfNFkikkEzcJA+U8y`2rw>G_O}pjH8VUTYw0wc zeOa878j&MxRrT#Y4?eSYdw-%vO3zbqz!o>za-EnINmbJ(M7|8wC6WVnxBQQLk}PBk zSI_Kk$Dbyw+}$6SU&Q2k_D!HKvOJtqj*7IgjILg%c3Q8~a?O=!!%i@r=LsJ*k2fo) z22=)?e<+k{OYRN`rzz`ceKYGzt?@uZ=k$lb4r)&`U)qW%kP+~}Twj4MbC^*gZz11noWB3+Ak{K)<31Tsn#!8as7`hLw`OdfDD#sZ zW2Q|bJA1>DVZG#ZPtIt`)bjM%`Apv~#>Yo{y5PB-qtQ?KQAGou#q@eLdZ1{!^X93FaN)~MTeF-xW>ssbZ~Bmh)-f_Q z%6`W=Qak%**kj>B!!>b&!{-biw(|hh+J9qEys7A(r&3vp`kWqEv#g35fRSTL8>2Eu zutI;E1F9CDk&$T?AQ$Z7v~xf~`nJ@h#D6I6yV5!TH^CRbuMUCohu!+{egAw*dS$l* z)k;T!QO<|enNQX^48_o8HrqgL|Oe=WsP-x~=G^}bQ({{3&MrTm=G z(Z2up(f@r%z*bS8o{~n%gOqr}EUyjbk}3|_`Ab1MMduCZkc;aVzy1U8`NS^ss{rh2 z1R}Be%vp0t8`C4qXqu@0{juU@C{K);;rdTfCS67%b*knOTcKgDKoP0Q>(_!z z>V7o{_1kYE0L`04m4L%-_ep7O=*?F0B!D%;~$LRS(-E=Us(} z3M<6|B(s`uZ^M!+Tmg&RxgRR2;o{yo8W&4ZUad;6@w}mRhFmT>@m@$`5cSk5dH$ZW z*5e|YUN{A;yF$Qv3zezRt=vT4v^WQY5EqNgM3-5o;p^hVZmy%JhG^{e8UMli6m9W@ zNOh?H`kO>;Q1Ejt?EvTPe}7p?1bvw(bM-gF&3(8Tktway)~l5I8Ljb$`tjh9sR@_V z6vvQTGde()a=c+XOU|xs*|st|px&!dn6BP(JVM#IezXuxP8mZiM5J71gcm`|+7*tM zPegtK-=gSJ0D>{Op1=PYRco?^MXIh8ZOjBHQ0$L=)tu-z%QeVXt)Zsb6iv4eUzn5` zd^5#{68$;r@CJmw|1lOQpX-`hw2pT?k%GG6o&9BaRm@7-&Oml9>T;9G`-3$L!XAsI z)#Y0cad9f~5Cg1iC0z-YYLp3CCg&=Z$J6CT7BIsH!zX1#-i4$#k^6=HB$-F^lFh8L z?9VJEGoL@vuyV~p#Mv*Dr!0#1*eOo88<@9!BybSgqd2mHDz!M&Yv(`z{R< zD1gbe@;jQ~Pi;ajfw1GbBkk&ajzSjw*>%j?(5#$Z`LH0}sREK$4ph~Fb5+59?rWEb zs%~^7t3OFew?emF>;xDU$zqX%4sP2n6uRyupVBbCJS28fp=&OaF)m`jUu`A~X);IO z#_{onpxA?{VjD`VkQZ4BO2elqMP9eG4rtN+yyXVr?Da z2{6V|XYukZ?71yDsp_?T8fl@ZyO=9$Y+1ac&nNxoHx5|lt9*I;*k9gF7k~-3rMXb$ zey@vqLJ&}4Sh7ZbRdp~eY8MYU-$_`v!ea_IFj^PXtVnl*hDi&KxmWFBLCHv$`r!HC;D zrX|`rr?AU^GFAKXhh|N1kBPysN(!qX#ibu>zSPHTIk?Y?q|`Gg*QzN+tUl;?AfdV{#3tkdDDf#Es$Wks7Ss_(lD5?Cag+IfYMRT+`?@iHzn7B??)YI@1& z%<#9JU>=?1AJhVE3}zRS%Um?$A-^?%8EwId;`4XvK}}j74?6_L0q#4v>A3|?9Z}mu z>^s`WDQFj(y1@J~85?ogKD8=^{cWUSLW*zBLW)y?+&`FC6m!M@yf(=Kh8ZhPUQo1g z6s97x9VL;XH{>B?X@fr}d(_kiYl`7jD_ycAnfjP;gmyaA*>?|~p2 zxARqYv7{dM0@PRtKMOqu${=c=2A>yU~ORcUi3- zRDXF(t7~Lgn`4gDflh{BO1#7_aX0UkPFo`(3T(qtIFYCas;F@_MZmUn>&Y zEW%O`!5LL~Z56E7D%rcDA9+kC3gPBOKVqnpy>Wc?8{$v9_8)NQcYt#9k}P(~0t3ay zen}$|x-E1Ox!^<8ewO|+-j;zD-LGNtq~apoUnClzD&jGev>Y@~XY*88qy_S0QR+!U zRb?aG9_eEcRVXE1-=<$+xY-=SLY55QNcnXRNNm|Y%x?CYbI9oBG8JwNaamGS zM=Lyl2EXnYK33=T90P3+-A<5 z;$gq?K`-?|NkK9vx>@f0!{jqLi)OdNLXg=qOgCcfk|92z7fR4F%#Z7VM6EvuY~zcj zPFgA3R$uH9E2QZapJ-d2jJ>GPhYzBAtEqp^!9>?I9=)(zxU7V+^S0D%_3`$!>fK@Y z148`ExpVeRI+X0Dc{wQs)56rb7im+c?9Z6fJC37BF&8#vId_u5!3pe+s!rbmc4%qS z)H^o|uiaf|y~x^A7GC;?wP!E> z11)^i^}iboOFeC-L+CHu;pVPR`bY6n@rtK;-2gB7@S)F+*cHveUoY53ikjDf_+Px< zs~`@O*|&fFws5V}rV;ez|9$d*-MOd~OE~h1cH`}v0p(WY$ME|nzZd>jqj{t?w|F4% ziQiU5a`YZvBe>YO`myJuAU`210;2ZcUr5|1S~cg;PM^iOguvn^)wx^?$}ImNV&T=)Gy^^_A?D;o z-lsj&u|kRT|Ha!|M#Ysx?ZV7tA_NQWB)B&2n&1sI(m0I-Y1}nvCb(-u(`caaMuIye zxD(tVxVuY|+sVw_cYSN!AMda4Po1thwfC;t=d51)?5cVmZd;4GbLn8&yS_nF#7m-< z-1M$8?WtN13zXGnFH5bb-L6edhTqFS7WlifQml{LY{elDfvC)LDG7ed=Z-!lF{lp+UcZ-|wz~QPw99+1U zF^X;XfSPl#$$IcQce6#vX*?M2XKsrDdD&#!MOiadZHrtj=hw4GmAz7gSVU`FyN|&h z2H>+#MjhBcY#f0ev0uZ+Rw+zxk_91K!_~6u^BHOR%0W50E}H~ei4u$bw6%3yRn6`a z@56RmO6vQXzWF^V$=mY~jyy#crJUUowQdIlQtjE6QUj?mIn1i7kHM$u^N zk`BHhq5$Jki{v{(n#+xO7PMI_xMXmvwoF{McY|PU$7nDe9hla&LF8(tPeVEGctvf^ z`*+*&!$Eqwq>j7jRamL_Ribvxo2Bm;;r4(h0zA&e9Q5?cZ}QcQ=j+C5yAc=34@jZm z9)c#PtiiQAx=@7omHn3j{)xP}?@B#3F_=0z;OMzXxkd}fq|jHJOyXns0-UinmeqVV zw1XRBgCNU&V}u_)7aZbut+oyMs8$^T5H-BCumSe3S5}-Fzw(rC%7BBMMtm>fw^827 zUBx|MphB=$!E@fl!O%G8s-$O|gjOXGgr0)GS!GcN;0?=mp^nSs0zx=RJGoY~C^v1s zT|J~1w)@h(9Q^QzH_%h6=I+J24p|2SSIntNYL4J}`$5A9K$lFgb4vG3Dy+JL&UxvN zA!SV&C5=6p&#j$ASK^{f-bymg(u$1rU7F%zO(b73Jb^&Wr@la+(P5a^xGb=3pO{t2 z1R7u;U-e^DN5{P|Tq7JcdGIKV2>Pc;qKP+UO70QN|50dys5wAx#Re|w&(>s%l}kJq z$EO+*crpM~m5R@6TJ99{o8Uc5MQC~T?+Z|^=X7=fw3jwza(d)g#y~$J)kh6g#ewOp zl(?Edu;W_PSPqqSK>Hr-A!EK=w-%(Sj8v{VE>IDk0;ZtHlV#!QP|2XRren@!iwFVZ zgSc#g=nLb)`*1V7tUQ0F#2y#P*JiNhih8wL0hm3avN7{`X zRgmfOq+Keg&sTX}(D`>&ppu(<>A<+4K>p{Tmyb-FnZi^xoFf>2u&y1!tOjIR-3@H) zIDLlIT#c%=Wd?)phXHipN@|y)9dJy31E@YgldpEjXGg8C!W}MMcG4htsme!Gm;23L zEcrGzfz7XAG}5+qDEc;BOMUX%PQV1}&QN3?vQqpZoCn*7m~jyhwmc26y1SI4T+wg> zzVvzXOj(~9H7SKA**bP>P7IuT1OXN^5k|z}R~we)ITiZErJ^yY*Eax`67LANy+Q|*(d&l;aa#WxOFda{%rbzBR8hEJRfNs%`fY?WI335YT? zCM-T8OPCx%M&hCqmkYU*q{jATTBAN58@#T5+Gu6bXacFxRZunTRUjcz$=gszFRT|@ znmEPSgGLDdiBUD~Wxu^iz)wS-c9KHBbp4>epvjOjr<`rB<{1g~zh+DJE{>kdCL4A2 zAuueEAhIu1j@*mAB|75u>-%)oO=Muxna}sxBUpch_q*x%u2h;dPP|VPQH7tcC#K{< zxfp;0k-O)ANz=t}WpYYr$S8bhoQm-G=0%!nLsvcEH&|@*DN%MPG{6h0j(x8ff?$^3JI6?lo6cQdq)i@bq zK&}2Q&($Q(`}!R~KQ&-tp$Jmz=@3`-ZEAMK?a<(Z0E6qPF)c`n$3(kq==6d>*?F2` zfYn$hv}|;7VoGv@P_HLQ#!EA-Xg{6d%DFgVsMb9J6SvH0-?QMIao>V@qG$_s%Rb0fqRMW<9(y!#x`b2#J~tRn(Zjn&&RZLr+? ziJ@ogG)K262-&E78o%Mn&k8Z`>33+Hl!;5WKgs9B(aMdrhC0&i87!Od(2O=X;0Q9* z*T=PNeOC+OWg;ljHsr6T&@3EC`HFh64ZTw$nNxn|tqJFdEgdV+U}P-E-l}hLkB)AU z7m**9%ol=mawAy^8?LW+j%9YnrrrnB>#U9ff^}|#(J?Qp-sBf6N%ZHP%oX`w(Lcb* z>sT1q17!PB>R*yt{+}!680KGY*~9}XQ?Nh$?T5jMVTjT2hx4D`9)HIAoAm#WD&9wo z{|T0c+w*9dS}_0&o~=qEFSUpCZyd!h5X%|IdQuXfLfFH!X6;xv8%>IQOE%lNsOaVx z$u`?S=W~yYenh-Al=@(nrC|I<%a&Zt266pNG6$%YahP0jBqwL*ml+zF3!V{m1LTOn z@(C21y5^Bvz>Q2XVwXi9N=0lEqK*p{)|cinbqGyNvB|Y&*iCSZP`Ts#K=JD8=Q@0Z z6r#(~?ofiilMPT>-#tIR7Y@G<4xq1{_Gg-d+_Q&#*EfNrRYLR zCTqv@ouu%wCll=$W5j23Bf=|5IqhD|)9Y-^My@M@I7Srmyp5BV$)5iO`g2F)uH}qr zt7)XwMk3UXca46~bhVZ*rQizQ*j*voO+5B8`)1)qe~-3O%eA3q5<}@!vSB%^4jpGM zP462+_wi`mdWP?^u$l*#K+EE=gx4R(o$sx@CM_`A9uST4ZcAhzB(5Zmp@T zgT0Fdf@|6UY>^|CQzV;Q@hz5&`;H#qb<(|rijdu@X`xfP8n4hi8!WQ&LII|tA}`UX z_|dHd{|*4qhE?;uP3}sUhkkYvZupY$bUCO;j!7g1Os83*CQ&NOUIc;EDIbZKO&D8h z6rCDrFznG0rq~4A8S$U7G{bIX`{X(r_3n}$#6a6i#oVMB}zS zo}HAIUNcp-i1F&QrRc zH`3w0o+O(HOdSP#Q|Z0i_g~Kq7N+We+n8iNn!Tvb23wFQTTD~T8^$u{I6DsbFlRC@ zXMWLSH&<1=pxXq9e>{Fair7^UIa^oL zZ$D&Y)+TjJa_efG8em^D0p1=o0=a~-s=gJ~n96%#bSy|>QipobGB?~EyFiIA?x%o0 z^iwHyCO8s~>|udAM9ka{A{NQ`X3rCG92;6&@ROF`TX&_yJT&J_?lk<~qj`0|omFl@ z@~@(|;_h&QRZFZ=P~x!3Cu+W+Z1>fRY~d(dgI4JYnFEDGKa1I?9RjCikwnir z#*IyR@Lo3kP>SqRu!}`L^KRU^uo7sM-gLE3vGXfmk7|`cAF>BX$~B_9%+3KHw;!6O zpUQ;6=y&&&Uv~~b4#&;1TFxzD%?FV5k?kQF;Bw-5VaMV1d$(E-5e~jAzHtUaiN_B@ zp;I30Y|L5-pQbG!>anp2YB&s+uIEm>bL5!=c`%T)5;%SrabP@r9|bd(lVd4z32bsW z%a&osouEme7sL4&!^+3VZl-ZB&!o>-FUY6IY~I0vzm?0cTYLeZtOmQO6{Aec6wV3! zLiX`FiifwRLgq-+Av({_!Z&i|MAPOo{U_)&i`k0?Q^RC)TfKbDnyDb5RZidmC}{VF z<`L0m6N0!m9L~tHPWhK_`n|&7kcjmq;q)9kxZ7p-^d=3WR9t?Te5>q{qDn`2H_=W} ze$hxErc9#z-mxbEf@w&N^nRE4aREPlnx$dT#rFm5tY|bo+^t#DIIH!1|G+&Yz&&OP zlt1Cz&2zmv?D$w9cr!Dc#L!DExoC5E9MYTCG{YgLV{xZ&SG6Xfi)(()KO#A$c<#ML{wr`6GUo`HjZuB z{L%$)%PR=D*@CG2C>w3aTg|fK;tL*E-7`^m-2=rdnJD+~2S@hY^3i#?W|Ie(^>|pC z5I$}VHL0n7Olb~iu0~^Ee%q*TX$wE-)Hvnjjdv;fngQnO5ll+18_ZOqT)b$qMhOu7 z#E2i?X-b+nxuWX8*{aZbo-ZC3LxH&%^>NZX+E4nsLLm@aVJUU)ludxcSEH!R`Q$-x z=Va&r7@Zv~S?hF$`)OQWEucVEZO!Q!=eC6rQJ;5i(Hg6qT68&2@p*H(2mT@Td&Mao z+p%8v*wbi>?<)HUHn_r@O1aq7!<23%_wu#7#xMcxt8-tcZ|<;l;xBsoxtaqSc2H5P zmYW`q^-GNoB?hMRLEh)_cMcsdhGetGS8)@$)|Q3!J=h@C*`Mc_qv;u6u=E3|BAdOq zj=uG3hQ7aL>)@N3Pe0ooUHMY;7EXXj)ZF<>HZldconAbc36C05+{}cQIi`huakZV| z@t>RS5z4ZJs^s%gRh*MEeBX8%*t2=RKbPJ61Gn0aERrX0hDRLzzYCPLKm}O!g|`IL z_xMmW#&~n*G{fohxtIMf=%B9jK!YegG`k?Y{EEu{l&rLg_5G`w)1;vS-<40cG0&p{ z*<-$-YV{r5z}4QlbPQS2v%V^R`@I5!wvN%Iq0k|-ipJ&T^U0}W7e7an`J}W^sC5ZG9ac8RlzdG_k{gA?Ex21RHKh4|mX zzb{`Osm}x{#Q$-wz7nJsk1;9mZDIq%Z?YDBc|;GM`Q7%r@=FDU-{0HC>wn1#;9N(XVMy9SjtS8ffLFxX9|^^FEo$-DIGRRlXa#;#LcjZg zZhq;}{H;Liw}Ss}{C^bus!$Z%cim$2O$jYC_dR)1+;;lQG{hgR?Md0M$|IeXciFH0 zKq>rBS@P@mqpf1BOG2e25pY{^{ zOW#79kxGugOd4jma#lndmc}>^E16uwf)w zXOF>&Mf?lKj3@5tQ>C`UXf2U_`2@SA0Pw)dT&&NqJ8iEg?(#81f_hPYvA9lHecW|} z<(5)@snt@#VcdNJP;uz2XM6s9+(=)u_a^hfKW0xmOy!Vv!ho<3M$%Q-N2hC&jBTES zseto_H0GIUfyJ5*bU+cdOW`07{@fx}M zZXst=Ab^m)v)HSO+{v}3iwAw>9|ff5db?_b60t5_#SE6#9-RYO(m;D4X?U1kCsZTQ z2sc^5&dpM#C`8qVkw3~_9_R>Z*D!ntCWIqh@1sDB-YM&LS6n+gl_~LQNwh5|s}Eus z3wV*n8b)h^CGPJ@3`UehtQ$O?cL59+;#|ZFf}nf+^qTOvV&6=?L6cymsPO7h9a%E^8_aV`ZfxItSJJDBlpH8YF ztgMVh3wbWSSS==4o~g9tBX(+?V8elE<;~rGmY8?A?5CA_e(YIr^%KM5GR>ELOrx>9 z;PCSW%MIUCMq7@80U}$Y!_3aDy;*6dra9Hk$D+Vk6)6ERUPo86QomRdT7%M)` z1=GOiB;5$#+ej&Ybj|2fs{m2xM_C3V5Wb@CA>{2!DOKwYJ*ybg<{asbzPk(ZE|k+- zZeg##L_nnWTJg=X{)@77pC#}F<8B;Bwn3M82fM;M9{%rIX_0XuZCSI5E|Bp#$J3&& zRvna&OW>*m>X?t^;x;+*P)=Z=C2jC01{2h$juH@z+#yIiLuvJ*_FlU#_7N*;+P4Eb z*E2`HGx0B^Bprn|-5bBx*Es%EUZqKIYqrBDzTIL+qTVF{?Dts9$j+oV*1tCotnudZ6 zc9V&uR>2e>Bs>Ak=T$*-6afe7wxrFQ} z8!3ST%>jXe?A+bOY?G~_*~PS8nJ1LRa2;1)2pQLu8RCqgIX^;-vYh|guQCIgPQWgK z3U`}~lFUouA(z;ka72TUG~?WQueuK6FcLH#(VucMt3E?ED@Nv1dzvZci$Z4K9P-0~ z@uks>|mr!+9>ZD%UVv-IKy}1BN2j7*tr>T%a@C7_ctfd zB!r!GWx9_%4axPZ`|{0U&h)4w|y#%+M?Ohg3z8SM^oH9a*uY|*eI-|f=_D>vhmH>->MBP@{e z$r28*DNm29Y|zTr#APH2sjU%@_6$}19QE6zy+IB`4cX4v3_p4mk;KtRZIQz*$r^eW zkJQ+j`KSq>essc3)Cw!GI)YL1qQj?B-PL01P%uJ2x&;!hRB~5R)(gbz>XJ~Kd?TS= zSeK74=W1TusBb$kuQqL7<%2lO%Wdc5WWA&x(Uw+X69Pel#W4ubR6lMhYvP%%Iz3c>E~ZA%nZ!d=sEN>rWvH(u52Wt! z;r~eRyDbU1ZlTwe6qe+B^Kn!^(U#bTZA)49^`+>n0%uJ-VVdiaVkJ`49%WdfFJ;I2 z?EKULyxJiw0KOl6=lQ2;QL6bLy6as+AgnB9-gg5V-dL%A=MOSPDY-YQ%6LzaU;V>I z-6sCUL>?sh-%^v2B@@aP=6`3$0ZVd>|u! znwCKadqM)u_-S-Q4Pn2zoB>wC*E`EzOBLghw0fQ|C z6*))0B_R5U{aI_!Bj%Zs_;m{4oV`HWoLfU;>qxgw7^{l`QHSnHGSb**mIszsWb^WKs4o{z8zhu&0)tn3-K+y2QYyUbgeuFC6uHnX& z(+n?Wi3ZP#V5z!SsgigwXGD3!70G$|-2W!sMW;t^ogbl{{;%hsJRZW1`tN!0qEo4V zzvTPl1NxCXk$?N`^AOb^ZoePgE(X{56E!&b#+Po}HTEKr$C>{ePI40xR{C!f<#BbZ zNDW1~pvhenO*JVE;YbNfCK6Jncsjw0_uRVCmJyn6>_%tr$r~FJwka0%-D2@byJC*n zmcq^9B9cX`&tg5an%z+S$Cbz?)(jM?Sj zkw2Q4-W!?Z?X?ByUgu#mEJL9fgztD8>_-Y{_fS=Z;wCtNPJ^h_I2T-jPTslMmK<*v z#jDUjn@<&qU zogDqWU{dlY8&5J__8Yt->LwaSi@c^(Mg581b>)99pPM7fyOC`Z?v5@inw(`DCa&4y zJBIl>nvd$L6q;vds!pp-1l#S7M;azhvkl1uOwU;j1IOB#a5Wg;sUr3Osz&%m%@Zpw zHuORpG_nX+6Ytxn)Dq8)8%eY1QG*Ml9fHP$9}`rfFq`)vbOH+qAwH7pVQEfpaTq1+ zn)fz((MSq=ocqDTDjn==yhb?aw)W%CFtx`Xb+#`R>Go1f#+^_bWm?1GdJ#AYN%2Kx zd*R2GP9!tLo3o5I*WS2B+Yik|^Y@F}wN)s=wnH7tvwZS=O_F@JhnSRO^(3}Q9Gek`13c6B4*^+HJf;$j0HE*Cz?mM>jcsW#E@#35zM zzvD@H-|oI^)b7MFodzlEfzim_K^;FbFU71EU`&xyNGB3e<0M5LY)cEkO&CT$Ua38Z zm9M%HesUyK(Hy&-^>K_F3nuv;yq$K2pm%O>trc>u3vwRaT!*!@1nMsHwa zYj;ernxs!^-h?&catk!#k4Dmb@-Esrt_*x{ryimrS8MB@SiQ3;#n>w+5ivW0mBHnD zvB9}KNk3tRPg_5&AJ+<{Y$v4Bu?|b;Tp3P;x$VkZ3RkdEJ+e#->PLNZP6s;h@>Rjt zc}UWz+nrW8(5az`z^rgp&9{8Au?ig0DpBvg#mQ=YbzZ2Nv`h<;6Ai_0_&PeG8|S>U&~^#F=h^(eh3MEw z|4inOz+!d7(tSeV-uF+nMg?BxmI83o@fS_QDMvA563kiZ`rP89 zkQq95oOS&GMk$-i8(KplpY1UMH&o9+-nzk=`bFUss_>1@Cb{F>a^c%;(T7s&n&a$w zOK+#4gfiPi=8+;|C5;kCx~xrPWjkP`%X5R%)I&~thPw9j@l*z->&Bd(WSC0FS4O5B z9v0_?QE-t-wCD1mKUKO=Dsp;7EH58CdQ`DDaxr1hwXkD1j-Z9nuwn z`LvStcxGb2Of~%t4hMBp*xvq4=288SFR4rkBcRc-{@Eb^vqCQt6A7a~=K)2x?KJ~~ z4Cm2^)bdi8pjMjxVhjVAT6L&*ne-q&Lff(5d&d1B#>*{OJ3-O$Ba%@B6+P427LZFK z=>*UA8l$>ek4BVhrA860No&Y_IIp^PL?2xnXjFw9Y+l_^yM&z3D}^KaMR-Spq~$jr zHZO4NOxV7^*g`WD_dvfMwjg$7pJAulXKlPH3rOPmQnGiqaBJzhb&`Vl&T+z-LLi!v z5EW`dmD_CZpSY>37{`@&6AaTO{$YQR7WS-H)+d(MThj=f6~DTrIZD$(J15`DH%CMI z-YqCa$2SpXFW6X>L_?@L6mJD(N$}0)c`+PgW7_1vazz-u@qHxn!ukTJUsA6;oMrUp zT6e4dm9`i&mBt8AV7Fk}C%DI{Ii!LkY^NC3cJ9zvOk3Fxi zN8)1D%o?HJLR*);{tb0bezqaL8ylc&t;f()r4GMt*_;z8^>$v=M!!3vy*2&T*u>Bx z#xh9^zujFv8?1pcEoOoqymCQ-va}SFyuVe-jv0BgKqB+I{~jYgAM#-3+oQ*KJf$#D z;&phyH8!wIksmJxZ)xii_gB7Rq{O*S?z#^Xv&`8{60W$r z)yI>~$Q6lEX@#S#`}ZI4I1R$u)O+>OTw|Hv{-2Azk7)4vHP$bqKbdNcjE`MO;loT* z=bGeIu>Srhw0!cGn-7EhZ|u*HKfmOB`@}K+k&xn}P4rUmueP_AkC=x(qq}fEksJEs zTu2ced15qRXLDjqE+y&-R!4nGehzw$sa^1u{VU2!Ss?M9oju1e2tR8OK{I$TEBYqy zRv@vzu+oEBDNX*Pd9@iQ9SCQ;__!l~dKOwg32Vw%g4T`O2+(s%(`lTR*&XtX33nq^ zja7*xuvJksFD&H<3a(!I5;mf_H;lN84|=QuH^sQ&#L2ZBksFq>R{km6uFCX($vMfs z>tUko#7~k*y`sq1MKOJ+`Upe6D<*s8FerdwjX?jfJ}PZPhE18n6fRDh<2`J)$Z=_# zAoM~8X$p}wf>zl_>PzO=%zsq^1FeDij5P;xE+{zO6R za`&^sTn=Lz1Ws9AUUku;K0bA(@x+2d5HeA3yRn>{HLAu`zasgui?f44a;R=tY+9tR z7Qf_oNzY38{bK7y`C{cJEj8l%^aC=ma)b3snrz2Z3hR*6*d za-6H_)s<|pjFfmr^#&PjdldU=i`?zczLe0nlMqXnFDi{Z8A7Ar0k_h`0nlGc%qr1? zt`2qgOjXM&{HH-r6>ByXyBsPbb5xW5%noBgm5m&_Znr9d`2bxBiKYEztm~HajpSM5 zk0<{A!8nL(Jzp=T!crna@NrQHr7~rs9Zm!TAcNv-9jKB#m?kWO1{|Qfl`#;A%6ihw zZLs;rf4)>mA2AQ6l94ybzaAdvwzv(5f5bh?^yKXZ_Gdgq(64V9>_1$xFdD-!ZqaWW z`b)?V9c=fJhl)Jnc70-+^?HcsZx@4x!byx;o>QFfiI=#R+yC+F;XIn_BzAKb?DCvI zI8K?PIUOx6I9sR>r@Fsy40F`YBi6*@$>Ft#eNl8Y8Sq z8?AhDLdRw6A}>IEisz7AIg=+U$Z24L-QK+FG3%m2RxX7BO|HK(CT9YN$1rgU@wmOp zOX43?)gCpJ5uoUEy(_r-a+#LH#CO(Gf}#{5=Gm4jbMs(zmJ2^TkbYfgnsOCEtQq^O zxM}f`$U^g!T;<03tiq&EjKX`Is@{qMlxKw0&reUI!75U0rMTI=;6g@ z)EyVVN7Z;+u`|}6eoM)PVD8KtPSrUKl~e@PA?HqP(7eeeWwm<(O8EEOJcjRj)dLLbR2mGwyQM>Uhn&Z6(&azjmG#8YxPS|R0KIz+a}9VMMK*u8lxGHCs1fY zhE7gBqjXK&aP{Fac{vW|b3o{6ik4oJP`HaK@l1h{)!=;u$=n_cj^1;{r%zcShSMNh zEtI$9STyRmRKiC(HlO{)UHo!XB!ySnoN;fxk~nFg5DX*0N}wk$bcmzIr%Po~@QaQV zmy;7d2`@{hZGeu|fHam!8D}E|(>)dE1=1?NmHuV%WpA%Gs%}2~Dkn?xG}7v2-rns! z&ku_<-5h~w*#eA?*77gTYk5^#E?66h=x;T`T7^krTP{cRZWDou;R_C=rj5dNJKXh= zl5iywrCd}4WYOBXp<-aDBT&~FGO`rgVRI?8ZyJQ(Bvhn%HYnt-QcNc^tdEn@PNG5w zjK+GO?`UsY#2^h3ct@dtD5^nC&y-} zGdDZg@38%D&=)(e4xO=lrRw|LDEH>3%JALl4<>5XHe$LQ6K_;!0X>5|&7o;>yh-@- zyVxaBztM`N#UYE^^aEMV1r^b}lHd@6*z}ir`Cj9s&HXNHb0T9DYi$b;37wRTGdU4K zHtgk-ScaB{w4Fkk61(3}Or)ZZ7QF!$-;!3c+^Y39gizl_u-wKSDqhZmM04ADjqr;qiM6%$OZDugL!J=t~aF7!-WaD}nrF&Gh1UJ9a9#%37C z)MY)7hFqo=Q0vd+7k9r1 zJKdQWj&cl_*vrSt7CN{(R6VG<;0VmLQnT^ggWoCcYP&YQJFsVqf!xX3SFO@fGY0z+ z0%udm)VSt#r4&PqxMc7I&V_EgZ2Yi455CtQU`HO&7Vh+I!$r53{iQncW}dQd4-UnRYswrL$Sw4O4kQAq9Ts_d^cM z2vbi?!5d*jR}4`V86I^z z8o_tfJ~`~7)a6aZs Y8(w^xr<=VoB@{*^_3&fNVg>Y9WOCPqKy;9P{%=^`CcsV zAN{1XxG!?i6km7buz6n%*9c^huw?YGIq~T>P}LfiE5jIw;V{?~%6hdfOs9m%0<2&c>DChGT(W=o?%r_FOiCo*G>xCnmaGFEaj~`D z02!1QW*b-P?rqcLrX6Y@26gGyKNUMJ$6SRXR7~9|(p^jHaV`&K1*2B6o4g5RswUas zlcf(P(zT0Q=h5_R@=Ug|W4*zO;latV;+(q*_l_@XoYgZYhL%lw3;R|ETw|T(N)mLs zSf@u|C4PkSioh%=sYq(dQHZhyi3P9(e`FUanoWTtB1Zzp&Qq2c757yu%#f|p)u*0O z#%Dt9h2axF7iY>6s-!k`M0s~dd%IqcO%v3)EFddhlE_yZnTWin7Y#D}do3aZ5d6-q zf7VHKt_eCZBmya{63Hrm;IcS*omD7-TME?g`UHb&l=3LI{>0FU&P$B?*iYGlCOjCc z$#}JSYC-Cr4~t|-8{G4kceNPc`*AvBZwy)+90Hp00DZ{@E$oY*J0BJQB{!tRM{%3r zPlBW4lW>GcyHe8siGhZ<5UWc3vJhMq@b{0{#Jbp1QmUDs80vrmFZ8}in;*>HlV2Y2 zWL8_IPmg@s{>77AoBiMJ0(eqZrD^F`B&9dNJ*3jfgoi-K%D`gvNe}P6x_6#&e@{isXOy|4QOw|5EUDFqIq~7O7w_y?T82 z8eQTcnqFhY|IRl4i43m+2Dvy`>`g_BJm1!d+;6J zFxD_W1JYu$6M)fM1x<^S4u^!F4lTVxNA`by|5g5u@B7ff)W4ZyKXjmFxr_TN(E1gM z{S)IiVh3%#{ih2z9-Jrs*Fc+Iza;Y0Tj`We#k+Mke4OK%a~>U@cyIUA>MDfwa&nz+wT<|hUv5QpEV+Q&ZtIdo^;z29RX-9@a;r57TeCt%*12q9py zv7SYt7Bfj}>t{_HhF44c_#5Q1_}KgxZshP&FJBBT%-@}~tq(ys&ki5@nq-A+)fj>F zLQoO2eT~_WyaVmtmrc@Pe6H7=@22T1%-C>=Lgfoq84~l5E)BkuW`eQCMw(N~ZK^^Q zIuluNw!>;(YFxJS-oh%7{i5w{4=aE2pnW-9x4$*+Igfl*@SGxSzp(Z%zm_geySt|K zK#2-TSW^Ocd6hTA_^eGUW-r!$5Ma1y`{fh&umJvguSH*JqLA*mxi1vaNS80(Qf;NP zS%_;IX-F`;Uu-zzmjZl_lMSrX@zj$ml`Q6JW)z}o+7$dC-zjJ2A-BLfy;ACCOW+Tz zhj~tL@$MSmaVb4Ks~fb}61#jKp&1)h#-`Khudf*(Khg4FHpZX3Qh(0A`BH~(vO+;} zX-#3HsJxTO+b6s$Mx5Hi^wRQrG`HWa@u06>Co>WF&5cpuAG;gxHqUM0E2&X7&tUdQx@1;bk9R-&V$f! z1Ov6C9UM(%*O5Y68MfnXRlb|w@y#g(iy>JVTwUjF9Pu6o!Oy{Xd{C&^m9lsCvV?%f zd_8XxtEEbxU?fx{&tRCZmi5>Z^F>OZ%iNVk_X#jOu`)NX=a!jfJ3KA;WiV=96HAnwFr9hgt8;r z0k+rReos2WyOwts9^#nnJyEaA85Qi{NJ}=|cBO8m44LfCi#`Xz>b3lK=_|2P6$pSo z2811#205z`PJdZ{ujU)nL)D@j+H~dxsHdiL^tLaSjJvOBA4aCSXGm6bv`UVy(xNEB z`!_u`2*)RrZd)RF%nfwskKl?Y?HdsmCv_SP}w08d!1=gbErgku;N-@| ztjjW8QZ0b_y}aU^%+&mLmyaj+j(TEYv#AK<=Nx7|5c{^Ue?Qr3Nd`d;LKr4f(jO;ivlENo>i$;!>?i3w?4Y zGXh9r!U&pT$x9&Jdp(C{)j4d~mc1s6jll5Z+NTq!z|xtT=>g~WfRB?*gx>68MTgxE z;#+)T>vFyuPTFqhBT0!-*{{Q8q%4+1#T#L@1d_i43$3_jl39Y9^i!T4bB zJtM3ggU1LjcqJ2msW-eTERH{2isnZ}cm7v;wqZG|NLYg7QcHIhyfX*sdvFQLV6;nL z4~I1*Fld873d0mUSyO(OaFKH?!&@gI{L*cNd8v@}c#4O(^ob+E}hb_V~~Nf$?h-4z7f8Dsd0M7C^e9aU(>bJVyiF1diHGKJU3CU= zSw`@e!z-6`bdbW(6^;X$EQhE|{^*9nXsUaIIhyGNNBA?h^8-7~XwL06DTQ=aD}{#O zL>NQ!TceJ0qc3=wXuMX2&7x5MxHqf)Y|9d(TD|{d9qA07{x7qROfo86_~dC?5TINi z^&cPR!&=zbEQ}x0uRxh}tj7r#4w9#pmz2`#vA?EfY&RZIP2v7x@0CYxJGg zKe`ad&ws0WDW-HC`mdnzN&i2B?91f;24h0kc{;+G3)-CUuwLpb=rDuumf-1uG(ZyN{>T2 zHI{zUAyScA z?L2sjjY(;Gy=q<4w+@lOOAfut39ZMhFUfiKiJQk~IWH~`nl0L)0aodC#$mC?jOlV( zlg;529%wKbQIP@H&1xQdp#K_fm9I6>BT1;@@W`K(VT9P_X*drF8%!2T&g6hN1L)Q- zy`54f(k}SWA=wPIval7cm2j*^BKB(Bxsa)zG*SafGGckX_>4Sv;m?_CV;} z-O3Imx@>Gh+_Ln;6bq>$#vsdHBkg)}d3p034gtwj-xh>9Q=3Y6N;lgvox{tPNha>Y zWhX(}n%VW2bUO9IJraZbt*WoO&o`y&& zE7QRT%o0xGH{w7LWZthj2j+?t04qU z@_0*(DdTVyZ1~8P6Gg`7ycpMCm~!!M3yg_#wZNvQu5)#tjT^}7Cl?pf1^tzX1Rfbg zHNJWGT?Pay7cO{dYjVvrRhT)N%f?nDqE}>wt<0$F@>jw9z3prwXKq8P~=->rk>if^8StLcAz~^8hgh;v-6wyXH(1s0!C;&F$9<^DE36 z-z>RC9@&>_7}()-!5IUA0yvB`qTVxhz6u$0>~%Ao57o1(%F2Z{6tdGB{Wg$D0YEp! zByy9-i>zcl_}y*)h-_moOBk%KW!1?4@euxHX*C|#_#o#?O?L|Z$iNA2E2UB{Gz z-u6DoQ>6?$)!R!y2FGeCB{7x@OQ;sPcis7GQ_B>Jx*09Q0)cuqg6Qnx%YY6{PJO%2 zll<%AmP-;HLJZ=iqb-R|`quRedDkz(%A0o#9KP-}`RTW1)q0?kvNG1jJ`IEJKscSe zM#;27MQDRty*eSymvq7CKfq<`j-z|4h{|ky#t^iem}34Af+&mqqH9T$kH!QdW{Ue7@1C? z#=EEX4I!sgLLb<}nv8nDXDJVrvcFTbLj~1IHab+acP*$+KjbIbN+aLo?y+AkPKhE5 z>>|k58{4*nHC$gcJ_8&19mI{H_s#pZ??7~M;`}o~=6T}gd;~f~@MW#A=!0DOjUWA3 z!!)6-{1RBF?6oA#Rw;c=P-<{yUnxpSc%Z$zc4ov(*|xUreOTAG?c~~QX6+<=yEu>} ztDpJRea}E4L%z#s-Ag8W4wj8O7qz1H`83wd8=2zfaWzEEv6T8cz>poD3|`{e@G7U? z{Q7CQyfTzELef8KHrr#PUhq zR_d6sf_Ktyi{sQHrRPfFn+-``RXDSyw##2NHPcmEL1MJwJAA;G(#r3WDXeoGlOFWz zAbS1ws()Mc7M2%B+2LC=)TE`EnVn0v!s(RdYFf;iFNR&SlaXb!Kd4F9+&xx(Zdm46 zK2f8QTwyf_bovK8P8J@Xz1d2%0|Hl8b{TYTP!zO*1Lay~N=iJ{wb_UWv~l_R#T7v! zmi^puNI$EiHIaX~;=6DW63}7d{Xw{&otFtbuDq2O+E{&+-{&AnASu{+B-HXXXq)=~ zu=kchZS8NrclX{Eq)?!^7S})t?z?z^KnWVOK(J8UeV0OU3&CyU4#gc>9DW}|&dj8+pxRp4cw_h{`{P5#G?RZErjEed3g2g{EGV;>+^@NL!#jCia zEb9!{cz ziK}Ee8*KxE#YYX)-0*3zO(Bx({g?6u%AVvX8kG-hsu`;X~rUa0f(FVJUbkDc8OuZ18U-kxYMONtD50FcpRLDNUC>Yj#^~)l9kb=PR1l zr(N*q=N0-ogDrj*W?9Lky0d65_k_gS5d4cQb?xbD2?p~k6PpEqm}j}IqcPKjfFNA zq(yDjn~F(7Z!iLj8!i0fsa0VvEL2*HU$9}(FZ0*Lu3pxsH2WSo#TX$2Ni1GHb}`IE zk7GZ!%%dd?9Uu}oz*=&Z(I4_xT_ETAGcx-oP3LFyk-c0dG{IUd$&3}Oz0Aim-dsT{ zP1bWugxqlvEC{f&bC-QSg;zo~F`?jhIkIu!UjLDeW$^~?2MHL zR`y9nbHaG(w48t$k`e^)9M!T(2(2vii^aiQ{q z6;}cZMl0Amj>M{|G{vLzHx_pJ3xv$ohg~f6e5)U$aRN!mzo7NF^{XOnpI786WC~ZV z`{{9Z1W!_`6sN=M7ZDrU$@~OJq`+R3*${}gJh=)OGC3DYdn!N~o=@yjmV8KAYG}8_ zTOK!E24~)N#w*Yd4NU<~Dr$1cHj^&z3mg-aIJ`|NG&Ys1>vVpN)PmxbQTouDai_` zt4_ynXiNj8;!qyEjz6ym9!neu;^sury;xwR{q-d5w563H0*(>74)PU0 z$}oXiZXSoBI+=P(C-cO00 zM8{HR2Y+-ow3k=@@#Xh-aOv4WM53lq+@@oyi14r%k!f5qjDoljB@vVQk=L9z;dRmw zB)H|4nARAv!21O~{?b5DXeg0a%Q>&13%NtfGdiS;5;p1$e4l#^G8Sy8G`#jxm0~IR z3}Zv^OBPOb5an^rFBAqdkaNoj)g?2g+VgYE$)>B&%F3i43{s~H^Aw@(BFgbNC*sSq zYGN8C5Yk({t(`8jdZL`LmILuM3~k)4d309?_P69nO!tn8wZr{ffO>&Ci&?N?Ov@g z7PZTIS~2$3Q(2K6zY5sH_D!4zo@uhFIJ-={bIB*j1jkhrt&o$w6YAI;<63X0C zrddHEx<;iS7mBwbXCOGN{1{gznBp!oW0juylxuto!($57{PVAKA0JF#05omH)aHWq zQA=XJ0x46_@&M^DSjIlg3F>vnvJDNK*cxNp83W0*9mKkdmXl^%`ay;a zQ6#|9F+%q+*4)zP*HlS$fB*PU51!c4qXy@P!H~|7OVDi)mzm zXi{8xAq)0ra$mLCr*^c|Fk3Z5$sJ% z&~d$_)@cJHe7@v&SZG=YeDQ~4hvx(zmgD8F@J$fPJCAh4_nIuH z-P`io{X;Z(_4#_cy^b)`I`3VfLhY0kc)PDISy#62*3*}~;>Fj}EI`SMSV(G`o2PYC zz2}rM3AS-T>x(~|`HFjK9(AsIj?X21 z|K6W}lhHiaDH|)|{W^lHd0E1pa=a+UGlyrceBa2X?G_MX0Tvo6AK)35bDo7a8-+zS zll!#Up7EEs#}o4F&ShJSVPQSHy(t&fIw~XRcy?~d49JYBGcGlp)Xey0LUZ9-jMIDV zQXrA(@{Hhllcg&K^1GP*vDb00^Jpw*pj>G z&xK+I|thJJgCl4t49uGx5&!m!asg`ejMoeO zUvz({%c7I8#H6N)L}%3Rg41HKnF5=T*bmM1>|~7{#LH`!(BzppAt{&v0rRUmd6&XA zNOr?*@m`P&M_DeH$81TmayfIwl;~ucF;p3?T}d3VCU5gV_}b>LaaZ#5Y^2IKpv9fj zJz?yQcE1Y|vHv|p)smyTwtyp+`5*z1`C$GuDdV7$4vo55RbBIoE00r z+pN=woHcr6doiPIDRpSi4bqQOuxlYqK)_&~xg%<#M0!3V!F79bF@-6din0MWp2BWR z&8m|Xt#CEt-CB-7Hw9qI8^1^{1#5ne;&SNvmIz1fLafcbv4vq{4mk{;9{!LvNGhe) zK^KfIT9Lp@jBW-Wlqahx!6rpi4D$-=U$3LBeDM!%L-YC*P1Z4qydTX^mIBa@va$8-Y&+z}_39>W^Ea?ytFp9lC37>&*XfTnnY1%%i6T(4Urd67re3QZzb{F`#6La+bKP3!M7Vu zvwNx$SY8P{#Q1sz)4d*MFG=2)K~*na){<5B0)@ox6pV)kjnaVjk8MZ_q70kJh54XM zP;q~Pg^m_|xE%Al*_1x8V9@mr^D6fcmv(_=lfNlXZ4ze{4w}Tsr9#JlwYh0Gsp+eW z&QZj0!{8JREAY%i%N+oMMKybOapU`SoMse^VlFB0NL~}>0B-%B0Rab=U#EO=f>nXb zl%5F^Q^z8F3yK81*3Zm!3{=#HfM8Urr#gd+i6(kxy_CY$=dsGaVA@i4ZgH0_+)f>c zt1!?(rCg+jBb-l}AzLjeD9}hUrJ$aca;RdAZmOm;x95fCfYSI7lloN|YjOIDl=Nv! zRE9Q%uENSqx(;5OeznI$N$>Z(hJ=~CYt*g)onWG<9w%yFBYV%>Wqwjm-qQ^3e56wF zZl%MMWXOBc6Duz~38<|sn1v-63>#$!;Op2fz8tSsEX;Q79K8Lq@ ztHF1`HWxOCnq`TJrucb4)HEoiV?{Xka_prOn=DvgMeWu*f|Zi>=F*vT7{vRQ zW)&QjDaVI>Bl5L@J1guF-A{dK-Z?N4u%&My_x&30Mm^^?#^{KlMOktIE)i=}eQ3W@ zsjfcfE*;)`W!%k4lyvM-m#L3VfHQUOyH%r0(d|nXCU_MVL$u4crf;*m1UT91O#PJa zr@n7s=T;bd?ltd;)8X1*cZg~25#271S;}{Jyr!Bo=4M;b-9{F1sb>{O{g_24H&6QF zK-D!X)-TuAjcEELNW7vSUX|u`KQ16vrE6rOOaV7I&J)ucB7Qfuh85}oMm|(XEAw|z z!zICWLrfwlhaO?WHn;>qWmF+HRy{jh0<1nSM#;}b;i2GBib&v`5Qv!z^(~7V`#V(Z zJysiX)S6NYV_6#}tJSR14qH^2M{HZ69M+n}gJ-%*8NWk?=hGFk;>o4Rl1*R{3h&Cu z>lNI9dFQDvI3m|+;T&#}cf(T{JAlh5Hu0U84@sQLm{CT?C)YAi2LTUEO*7oE(D=&hfB-Kai)L``LtbE%B=sHtm6GP-K0Lw z%-y=H8+%3%_jxVyAvz!Gzf{eZmPghx8mePRjq2IJF3NrwH>`EG9Z!HIHj-!!`E8hY zga7^#xqm9MG&5Y#iF*|3{sQOiy%3q2`Z3yOKyrA(KxfhK8Z)s&bS}QjD8sDW2tH4) z29he64fOW-=xLR+#fPSFDM%So=I@u}>WZ?}^qzs-lwMm- z(W;S8*X05|oda!^>W0A~LxZc}QHhSQowFTW3DE}_Vigu)`JBs^pF~d#pI5xiifOiN z0{!T%5KeYr{3LVQuewh}dpw!kaz1!^U&7JMA;gKrqq zyb#~an*QI-U0-Fb3CU|`oJot7O?-20xoU2(&-&9=V3M9uP5eyb~T(s z+*RK$UYL{N)&AK{*2nF3$%#(nK`J{VY$lxKke$hoEs0R0 zev3tczpSGEJ6*f~*!Pb@)jPVjso^{cmgeE#qLcu>?!j3>pqDAq>&eT3$iH6J-0_{n z{gz}J@&I}Avfv7Gs{Gq5xys~n-8S)~GsSY~PuM~HF`<9L`O7E$Jt7yXlTVhpo0aA? z%3ZF8I#3i%|JxV1|Kin_6aPxd^tla}Cw?qwIrcK3bK?%dL;Rp7Iaa|8-M zPdA?SaCYAS`!GFZ`I7nFwn|@zhhr{IVpUg&TslhAw+DX@FX&J{-P3QAAnCC;e7|Tt zJz`GI3$d@QwAgk$v`os6l#7`jbyr;JB(^opomH(-5b881zCQqElA*O^Xx`rTdL2(T zt5Y2e1qtwVbbqPrH%Y)RTivjK(J~*v_B55NM|8^g-2p%K$fE?Lb&`#BZCjgS-nquG zaC$|{8IdSlSED}R4UKB9vY;!Dh@!q=9%<|bI093&i#4g4M!xRbH%buWZ120IGh<$e zaa?j4yelRtRJBYbNsm&XdTyAQ93Duue;l#&%Ea<^_Kc4_dHhbgW!lwp>mp3kX-`+% z$d<1GTQw}N$7okvec*VhC5dm3irH&5yQEHxXoP>r2kztc|Cb~7~ zYaWX9+b_f(tJZK}qE@oB?-x76)FegUQ=SX|t_`R6I#Zno1ctkk7d$!x3hD)rk}&DD zNHMppi901co{=Qe6EStsD5l#)4woiNNDfz@4J_7CsDY?@uAxcyW?)q~!Q}#Y=KC_E ztX<2ga-J>vzWw@u_)adfj`#5SB#-0++j{QXGdj9rbb`^%aFFG5!x1iEQ*m{lPtVe9 zMIe*KP)_}n#xn|ydKY!>BD1Uhn|eYfXtjd~fyn!%F7vgb(qyPWVW~<}X?sK=L$KSO z^y%nFXPeQyZK=g-UrBWkQ)0(MA5BHc%#dK=Mty=!BOp{6#0|VbNFAqhH`>L4To|-Avufp`!64vLO*fPC^?AcDn?DTmc?Ct`%=sg_L&@y>!=^!ua`HX5URPo|N} zs5$?}T{596l^r|k9K4JI%o$S&lK01ZY}uf$g<%9+oaF-7+?^uNrgf%gJbh%zZ{HOq zvLQM*K0iOC43`8}>e5d?`U0`Oi2oUh2i<_D$0|EtWir2@Zj>$$>W8fZGgWg7gtab^ z*U6j=PD(3tt0ZSj*AznssE~WLe&RBOL#UcurCiK*KovnH(J}q1z`Sre{B_zcdoXjj zy+*ZQul+#XO@S(>Q{z54{}LQzJf5uS)9Zg$asH!)7s}gwUnX(J>DB~K)pF_aDc%wg za?O@O_M*IkE!s46>tsHdof;$VoL@ ziqJd;E%N-ymjaKwZ#{SMis)`9E%8~J@BF<}%TpqdA@xIVQ$gDE=xr~Lj1%&EP)({- z-{^+Cf7h#CGaVgZrylo4Q!M@iI5WPoqWW-hDoU_UL4s^*d0n|}MGJhUVB!zBgq61# zOt57u#UwbdHUuP=&F~xL)p%+g0rPe=6}pMF$CY#IRf6T;Z-Ue=+T~RXdsiro>EL?@@4$7%~puUe(-8b7PH%gf3tU+xonGiKi&WaozMFMdaCP@a?A%b2V!2Ast>Qo; zBnd19td}goUob)q@8N)i1m)&c7LiY8x$!T!n}TvdVhE8P&6)vT3o>fh`GtgKuhaIi zIGF20-mS(7SEVu>Pg|YDi$`{JC(^glmGA&;WxRgP#6z0i?Z-s5nFxUtfCN~@J*yq> z!kj}41IFZ3Em?V(uD>`9a}m-@YKBp_X=j$4t$!4Aa832hXEb&zPn#IWoCow^ADs`v zOW%s8OHZ8>wM&KcbQss^70nu(BI7xEWf}bo&^ozQw99Y4((9bDg$XEHj zbF#c{MGVC|R|@42%PBkQ+>XpyVHz{qLE=QNObwDDR+MWH>nOK#y1M1u_P1D)*a)b3s zs(Ldg_kkltlFK6R)vOyiTX+QDnmETzZxPiJw$x-FHr~acYn2L?JL4xL)UHxBXri^b zM%fcgArR@6*Nn^cy?j8TJ7VIitSnU`4fe9uSNwu|TEV-(qK>`L1fB#>W342fg0E5i zh~u5*$IxabM87#ofD#51f zoKGz*kS*>n`*h$(DL&+tX*`RHG+~3otYG?^h*@p8&X_QIHcE+;aWEBpCAHK}VYt*$u#~psvKpE+4A1-nDHzRNTNsXl?t93^^caUI%ql z`IRctF6*?=A48P?tqSnB=(m+?<~L)%o+Qe>8325KaykmEoIFzJE7MJ8#MYDoEfw;P z#7}qCtThSjSa^xKwR4&6^(3g`iz_8q(!P%zLEZR;ruYTZ+tZ_u(#5;AmX(^h zsx8AqDo86^b`pfHY>mn^6L*wq4$^^fVEzd|9k+%>iAhev3%}Sf*S+lG4+9n}G`Flf zPn`a9j6Ck2resf;da7=HOp%3CTM^En3HbW)m`?h6ZIA-U6fo71NWV1Tb7Q@+vnlce zT5WFd zxFjngy4IiD36;|D@cSlIgn+fiA8ajR5fQ%QFf^~-LQfE>W+tD2EHBmA%MXn{QqgJ2 zJlP5tPc7EImRxaMGuxtpetT04+xeSJyPZg0Huy4uZ%>}bIxQ)GUcluaW< zn_j9EsEP~RZI0w%Z;y;na;}@K4S}9D7TILusKUowo*~p{Wj=mrS`P7u ze5O+rZ|QxOOQVFUJILw7Y?$J;@`B-KCE)wsfOOi`?`hYEECsD+sVRwWjVk=23LB8X zPew((Tp{lL+IlL4x8BV!{Fn5C*mCvL zx6kOxO}*p7ExeL^kGzGlHNNdsRA^^XXp<%gw(BNo#`zTnNx$7{SSXM2c}K_XTY_w# z1$Dd4Pt4nTOn$Aa7|oyWw`1L4<=vzb3T5aS>CvG@N1uCgnrXNjmCN~*MR9fQX5iCr zKYA^I6!$W?s?K^-(z)D`xS%mj(pK8zM8tj2R^QYMWDWC_s&hl6)qSuzdBGuuFX&@D zPA3<{)VakVD8k++gc#)n=XnNpYsMLr;9I3Pn^`Zc@!#Zmt?g{@6j)O;CWNf*Nogq2 zLFPdL{VY6V4yQHBK21sk=&k}x;*^Mebgguu)hKyXP_qO8HTSpjXH(^Xad{*2wvM$J zhJqaZ+-%&Xh_Gnig%=BSJ-#$IlI6y*qnLCpgvoruS(ni@f|aGR#4(Ndu~)$!rpWm) zBoyhgaBO82w-W;C@1=X;B^m%U1h;0aDFn93qkA#A_Wot2Yx>5~^JfuUlxeC_KXUsu zXJ@NuL-8}3pS2T1+MCWIy0|SRzgw5>SXJQUehAIPLfEo$gb#(OBCbas9mi66gXpG~ zo%!2%Qfl~4y^8kJ_&bTg_U7Q(Q6X8BDa^S_0FJXrN}a&BO*>02M6|o|amB6~88r*SRFzLLQ0&cgoX-%*rB$kKMK5*7R&fB21g)hv95|*1VTp z@@eS~0GZ#&DqJGVJQtZ3=efIfc?siu3+J}N4Y;`@dR5wLge2j@%&Ey^x~IoPQ)?9& zg4@TK`+@DEWtAldX&525(@I4IR1_{)Wb&|Zz#yu{C+spAfPWwXmm-dqy6J4|&-o^j z&m{|iPtF38#mAiDKTZd%c`4B*L4ORY_ve*(mo*QOk7Yh6U8V z?l7b6Kr~*4E`b=8|M0Bp1~4;Zz5dSJ&o)}Hc{A}*v{SKD8Ks9C$fV+jaoQxN4OgGZ zt3d!l{5Rw>g*e|iZex6%6o9EmpyQ zq@c2R-(>jpv(J=hX)zT6!6yC-$Or4nsx+mhenaZYdIe*`@h^te7jIw!bKZq>R@ToM zy4pMsru&IRDhf(GfRB2_LGv=AbXMP|YN4i(+?lj)|3Nu#&VI?M_<4HiVtbvWWw>J%>X z2mp9A^GfWAp&BxM-rbv9w2qjo%66;SePhIyd*KaZDu*@w8o-+FH5+ytd68-m*zOjt z%8w^azUR12F02+C2@NIv8m0u-xl=9>wQsqJv>Y>6JtD~|_+jhiM|P5#mW+D&W8O@@ zG#bJ}nsvr9s6w|`N~u{$2&U7`rd0uvyez_FIcWykzw>KBuJg57j~u@&s%JeGIw_0w z%j(|)81s8cH)0#;%@8TjM+BCDWI>(R7;R>43-6vaU97_2n(ux6|2GLn6#DOaGGzK0 zZUVzR_~!>GflnywRbU1faW&lGLU}Pjx_VtZ3X~WXWhwawOGJ;nVb}+TKmS|B)RW&P zSPR61)9f?xhV`B}a|SE)+fSAu>#YKEGJdC*rs$66{{u6{L6ln2kr6YQUQ__o&4OqJ zXY?61Kf;`kqf%B&=HBJJ|5^s2&K=K#P{(bzoxJ(Z2I_z1GYJA2-Kf!T#q+**LEES(4{}P~djCmRBh5Hg6Oi*4<<*ymL7%^9Sv@&!ZO@}p z1Y@lv&~!ebHdFNa>z0)jhI?!lZw4N7Xu=ld*4Ss4~Va$wL~!$r$#fmiZv* z_-eFwhr9_={f>8F9QDyt+Bu=1$4bsdVgmxQYql4V%Js8MZgx{}_{yoQ; z>`cQC2tD7NPLv|r+(UhODcG(0V~Koa=bO|VfJk-Ic2l4wtE2wD`FT~4U@XyC>mXU^ ztnddhM&pSX{orXjwB{9=uG9oS|Hq=&zZ)nIC$jduHD)o?*=5vp(KYxxHYYGNZ_Tz6 zBh$40sl<<&x_IAXxem^2zm!tjw;(AkNv~=OZ*W}sSnSAI>XIeEECTNFYGC*&I)pps z*g*9=ut!=l^G4$ytgjoas8kZ&Wejow7^*xlzEWNUv@Qk7nrPcqZC)m-sC#gdiG*Dp zc9w#EJvl8`3sN5_nk9xMv3~x8JU^bv&CodxTx0wcgk}9vONlzPLI>J0Jbkx94o)Er zvsv6ZrSj@&q4v$6?bRUez8(8>*+?AR(|rt#7sMLIT_U{=>qSp37mgyu8KbNH#WSiG z898Q{DW(Pn3Dpg3kDEtW{CvI2MYRk(#|!Tlp_mbK)csNN^5l<6kIp+j&a=CZjgTR+ z{UIr%=1B$VcrfxL`*py2$VLJm*|#s2M?`bXrovrKG5M=%x3bB-FDvKyZE;I?N zrSof7v{E(STodS46N=}r<3KuX)3?#V1tR0*Hf7@U;k$`Nm5^NxC*4HH)YGUoPa=2G z&K|B@87q9A_@d8M8WIdpNxr6{trZ|%J)3L3Pw`9Y$o)Ap+$@&4V7u6TpcKBHi+^NN ztOaX-sZh9ro3Pc+h*6JX?nx?9pWg?yg6{iWs} zxrkm3neFtqiHl939s$E|-C6~FVQckBZ3YuecAO%nsxn$N-&;awE4bp|vBi!kQ*dn1 z&s9TUC!jUS{N#t8w}n$O*~hO%Pz>dov}vxY6pQ*wUBVA&J~p5gPWpOeL3(JIo@1QPw97C$G}b(la{F z6r2b1^9)aojsxmeja2aFS?(k^T^Ko~^09&ZRD8mVK1$b!=|To_jWLYYxJIE-bg}*J z60hgWO2#e-+>^Iv*}o@6@vUa1adV(|Ic?m!ZXWMrMeE;P?GqC9p{zh|=F7f^{yOi* zV7K;~=JttIn|$H+UiwbwsM{^#7_UNmev^9j)^y-dNl9exI+0Z+?vAA)ORy!Od8!h^ zES0-L6s(oe^3KW5AhRl_eDF(Mqh_`kClg!%*6p#-%h(5p6t*luT~I?jIu6wr3Udl6 z&{QPeB1hR93^})o>Qn2FquGF)XL@09Yn}RSuAL*$_`xkTnwJ# z7l#yD85Zdh`MUcK`l=--_1r<|^>k~Pc#Y*#;~mei_!#>j|K`AOrrEuUJLS)of^DLx z=kkzEo+YwMWOD+SySFR(t>9H` z+Qy)O2(8Qk+V|0T+|bFbKQ>zAR+w1@hUBzY!iD3J93W-Wn8>~9K16&&I82V$-w|+b> z5r{4r?DQT7yH^7}{k2D7cnf+S~#QH1`h6kbM zJzf%;L3ADNHFHmms<<}Sr~~4#4ZXD5tj~6=;l<8|weU10|NREtb3*mU9*0eIV#a2| z%tFX}{ZF6E!ahvGTye&PZ`T;tCCwdB=1bK(ZGeqt|IM7dOAY_dZy~rY^w)B9);p9y z&%gf5;^d{5469P?6!6=xC$xdv4~#SYuE@cti4_?x)euT0ba`H6o{)IV3$KljBy50L-2C+&o|`rdNYa79xeu5E-rYhI0|>W2*f zhXl|b$W4E&D9-l~@7I&xw=Gn%!x}j|2ABDg0S`*)Q-NXj9-`Y`5eL&e^O;eZ@rSl? zg=lX6nP}7CahWtRYQs3pAX_ddb!K2hg!^QVUf@pafhsm=zf*m#QiJwfqf&-mbqVKK zuWH1j9PHZf=IG5pv^gvD{`z=Zj)7=tmhb%^!IkR__R`e}&y)AsEj4UXK^ha(0y|iM zA1|C5Ib+8j<&T-9wBX9=rDez=fP@r`YB{5@mVspd{nr=2Gd=C?C~xpsjulw zx%x-15VzE9#W7F*3P3`F(a4HPdbQ9mSXq6n4gC3}4iEn#2H2Z6*&fXuv5^U>k~WXo zLEKD_we>C#>u6DWD8SRRa@sDLv+Mzay8y0jX0|X?Qm+|PaNE}4{aWk#xd&eWu9}pZ zcp*)RO}r;)z<*p8=3OvN5^B$FGd$GC76AADzAA-SR4I;R%j z{p{hYX*$ez%ML9&Knuos!CVi_oMmJeo;1PID=cC8b>Nh8mudr?=;G*sH^l_WF4M}j z8cq;!yLmafScZq4vUj;q8W)k`3s&SVPqiDL^o!OjeXciJ9xnZfYcQ~g)XP^2;&;X; z>X26Y`7Er@kk)wL!QK8glxDLY%3|Ay!Kqwhdt1WRn!hs{BsnY(s`<=&j$2It4^7UC z@@-J9C8@5T>FbUklJ`-4t_WKT5wFaZc=%nXBNcqhL$t)jy$~n**Ql|&@9oGen}P!b z5G*ly(ZzqE$j-|ev$vh9p`%1U@gd&0X+J*m5ok-d3nv9#!UAZN7cec|Gd`ho7YG%P z0>-9t;zJgeu&BF6dfk@Yj!mPRcft>+6N&`y4=#V^+IHn9y^SVM>pDQzInu?pKI#g` zdf2_B92T_q(;hP>D<<_D`s#GPp8Wxq4jV%I)Hx%KcCdk;@V!OOYY(ot8>|NUs}o)W zW2!{M2B+sSZ>}Se=3XjI9>(gC<%RNfH)~=gvQ@+(jOz9WNSK0SlPZX_%A5Ifk~vnG zIaUn+sVkGG2=HhXQ(2n;EV>9G!}f^A01_oc!t#XU*;^+E9#s5yq+*JA9eXE1<%(`sR^3nqcF(2(0A_v7lbRj(L5#naCvz zxFZ$a;QMoE0$B&KFe`tH4offUVqXM#DY%B25WJGsgRf6Py4ZFeDr7@u$%e(T%gba` z$1rVDhtxS2$J&F}R*7j zjgt2T>asp+UNDyNl`4QXqlH)EiCxJezEjjtGJ=}HOs@#PbJiCQT6&uBrh}z+C zu3(+qRZ)MJWK@FDwq+I)uVK0VDA#71tjEsdm_+>5T+VjrhHCJpUaGD2m4C#BIkiK( z^uYI!$ON_Rind=TG3 zeBv_)tr-EtG;$MtTbh`TLuf5 zY*GSCn$P(sv#@cL4_4|flyuaJthc%`#}g#G$Q#R%PE#|l%hhZizTNYXLLaCs!&RME z)T^}B=4_(S3A*RmfOc7-22efN>X8Aq=N}Ux!D|swmzD`u9HD14)f)f-26?O7lK`|H z@2u2T>26BakK)07qMu4Io-7KA@^j4K6XBqFd7&IJIateW#wKf0DizJEPEK4OgTZ!3 zr$k2?qTP)?d^q%budL&N=&-6yoy~~;M0+=26)~Ld>cu8UR^GER`69n5DZw*ScP-x< zSv#{@J-EVVp*?Vx%qPaSx?Y!}!LI+webgky?NXwEPMTF3+NA(-4Hs-Ubuw6!vz;?D z+AWnb{D{_@3!L?m7bu)-u8-|x9KBYVF$a4zorU*SWHcf~f@y%^eY1j`>~8z~%)Cx; z#YJ;foQus5cm0JwTXtg&We5OEA421f!-@?_+hg^XHH1KS8jAlS6ycF<{hKVuPY;i| zLlbv$)iE2=Z*u#4ka&qqx(@i#0@cPt9+Hvo3UrUDViKWTAET>x$+HKhoV6k&54^dQ zw(i|Enm$^{GbU)RsciSbnbw*ULR=a2V;>i8+(<|wZfEB$z1XiOU;bXyiCuI5^~8Fu z>a^B$|Iw1gv2@p6d*5>X>xqRaCMA&UF7zTm<<}Dlp$BZ>N$7Q`^{xBqL-)BALvJAC zeKw+VbR@7L`!46fZ1!Qn@7I&B_t4N|(}BSM#{mOVJOUd{W%gur&F=J07-p}z@Ajr| zZGSx(V%VU|-k%=3ef7@|{d4O6xfuSrkN$Zw{D1dQWmdJ7sGgv-!M5!QX~8ht8-Zn$ zId2PuPkfXsZS@%Q@ALq9TlB9VSbkh(;*IRQJ|sVyzN-q~IM1ReM(eNE4|>>~y)gR{ z%$=fM^1c^y|LNvb^)Lfz8xu+AJBopeP|n^z z6S>{1Bbj&DmJMx=jal=oU$#{2c%zv+-`)tNWR-GXY6!80fo>CCDxvrb2QFS)22_)^ z|3E%4?{&XutkWbAbyOgx0}lBl4(J(oGM=`>7O;h#zuzj+A*)i?TUgbi=dGcd3o!JL z&(fZxQj$OCa&wae<}9Z=2Br=Kk)RJ#e%j8MfS{(P7L%gaF%e=}7oN*QuU^KS9!NBB zx%WkSsJscF zjSsr0`wY!fyISs0BnsmEr3zL?iBOxUafIW5MNGV9Gt6hT~-~?HF!NKSbU(u(m9hIL^<_{K((2tE%(}zH?sxW83j#XJc%QRuL zkafSurF0_K24F8DG4Zzcub4(obQu8+Sq8cO69Mi zN+hY-_C)v0Or7CdAnFxL?L1&9W(R(jLsu?t2w+cLYSGb+y{4eaT~REDQ*ASEou;Ff8Y9MNUWsg9!3gMG~%-Ekqz{zM*W zX*3(0Agu+WsB_7#(rJDalLa?SPPeiP>fw?Zv-XW547I0fy#^ZmH$-=>*KOEChi4}g z+eRRExxD(hTszcSMG&3(XN<4JBkyjFdI%&=B*hI9G36xn1hb{lYEuSE$a2lt(nI1+ zc9tC)nHlviM(5=cTerB|nt_{HhZeAJLZa7TI9*?yt}2c^%zck>Oo^vy@DgPuWU9x> z=kPL9K-wPk_qYht)29{k#wWqA@XsZLUR~sSVx+!C+ttVu;BmI9`YU`KEg>EcaOVh9 zZFyV-T11W|huj)b&I~HBHEKdUg_5`c!-g`y(`;Kb5Cz<2)RXjJ?{MXLim!yaKu|}L zIgJHZYSgX}?S)WO!_=%c;ybBV`CL?9b9jVFBcHjnGug3dPOeW~o&5nKyA8N%Ae1n? zw5UJpmRH!$Gu9-l|8B{<_~O2Y32Z%7byrxrzhe;@9Zcb&XdSr8KQ?!O2$j>)g zX6m~&N#X^kr;3$fSRTe76PK#0Vr=t=%#U-ADP>ntvE3ok}>a?)UGlSC5ci7$3mm+lLV5Y2V4H%?C_8 ze5{?&t*79)FdZnjXmYll$S(W_NhBVGS62mS?=f2BW|XVUiRWuz6vch2>GyWO)lKR- zV;B?jqbo_VAFWS8rf~_SwSyDj$|f$sl$xIGW|;zbZdsZv;=8?hR*A$Zq>t|DrO&sqn2a?D{quwsMZab-CEFC>%H^`g$wW>*=o!L3G~Hl z<06Hq#7Khu&QtdVPQs3ZIWsB_MhUl7xHyt}M1xE84R54~Sripj;#LA&n%iXYDs|^J zM(%qO%|i^CbU8_dnUwZ3R$5_xio*@%{obR{S!h?2kLPe|JY7>=ZOI6e(YBHPo{Mmd zFAkv#@-FR$x4gRQwjVDwHYN1O`=)Me5pEgLPxr2DVjgQ+9rewHbIE=7WUK)v6 zgtknKuzug|=-MiJjiX0o!@}^AJKi5bZ`fPVGSK;H=MKmvG|1=rBmO@SVX|>eul#ai zYR_L%NqqY+XNk`x84!8>yHpNl@xh5I!+#~Y>CMB23c?+T5nnQazW+2I9P1gLx} zo?j`-6>c9-OkRzC$DsSY+ef=ri7bj4OS$kU%jxI2Q`T=98+ z*CO*rA2Cb1m+?lpuO&(V>RQ0MPv2j${jek1HaCMk7|^oRS`$R8>^OIWTXTs2=qgP+Jl|cTWjAu?Y39u`*B7vA2Gj|N_4=CinO0*d%sykgo^*c{I{>9OFlsXzo zFEu8&`ubD|nB>E3shP{_b|;`Fz{F0fs_9NPth|&Ai>1FMj{<3`8MvErB8>exV3C>a zr84a-jML9I4fawQrM@DJhwusDPEnx%d*4lmimo{ToPRG2WL09_Y#vwn>I;KCt0l^t z2{ zTAIb6lz9c3qtdj$7uHC7oX+jQ(ws~DX8Z3j+bX^rOB2O1cv#aVsE z&Zu#8^XPl{G4;6Do=0w7+dIQzscKvmk^=gbRl0{2M$J_Z3k_rE9sMf<6WCHU8e@xx z=4I>oAMKrII9y-f@8wRDCQ%cj1cN9;l+nvSjA7Im-4M|kMj5?CnlNOvVMZsq(L19i zdKYDMqSqma9!ZY-+~>SG&+}a8e%g6+@@`*iU%P$QZ>_!dUhDV$3Q5L9-ib?5%C0P# z`KUIkHy*rkFto*uDJn7Ke;Hl)Bt1XfIFf6Lm=wG@n1<{#+p;8N_CBBBk3BX`{?I4c zX+TP;_&MvSC)S z{5clnBCZgf2DMMu-5?%2hLg;Xp4pne402@MFn(vhbnirjz_pFI@GsLX;ceYu7&20m z?jxXB|y&#-@ z&ii5)dl)v^rR-J|6KGuJDFqKXPUe!#)=5=!HaRsE-4yCWb|x_wqwVg+99utUkEmYG zj?vN;!(tkglDTlPC|5Um6{N-&nv@#ft;6Vht-clVU7K;atSg;2A@h>XWuk)Z)p*LY zu97WkU`)!FkVTE0hmOe!)S!Md>dN~A{w`74>Ym#HRKkn7d;IzUGwSG`Y^K59QqQ8I zVLRT&vM>SLrkl0)6DB#a%`DBr^bH-_vx&+zlI{KvE1uptic^`uH)ZW%r=s4;>&oSB zv9Fw4F>L0Kl)Tvp5P4|9uW(tNl&Y7%xZ}-@Eo$T({tS77yazgRt}-Nhz_J8y>2g(8 zIE=wXk=9-!Iy)>*Z8I-^;HtE(X6jigb8H^cuwtvE_#lV;4haRm7(XAK1rG4)n)rpQ z>9IOx&DY}uG-(YHNXChm4{v`?;Vq90dC>vf1j&{F(VW1e9;b^8^~wl6 zk6qQ(&7?8F7}y$42FTk4{h(gq!u-G|+v(}ss3rCaO3+tw3wRXPrz8a~T-Lm9PO2F+ z@UBC&HwwKmD|{9au7)1|1=?S@HEG4M%=u8U9f^GzcMab@{-EY-jP!@AVGL~1#@IRU zyYohz%f|SNe0Iw5?n#iT7N}j3s`G?--eR3zmQ&sjn-Pn;H^orwcwvCFjq`@cm3kEO zxyEoXWAww8bc*n|ks-)Qb>C1yL|xKO-vZoHXC1>c;ZMIP;!x4kBT0}4KO#c-)e@&) zYLep;pT2@0H}LNp z^otE>;c~|@Ry;d47Hoh2J!olVtnBK{_y{NH4*xtsw7TD~*Wu8e%GvpqeXctO{*2S% zBwEkpEx=faAW?2uy%b)8n)1kB(>Mm$j+PZE7P;#ZFhjp7Jcf+=RNg;{6!<2GtS)5D zCyT@4-fi84X>t?5{=Pn0yaAf4T|Yasc1sSjkCV>+VZWnypZ%ZI>SUg?AImDbj%%Ci z@W&8UUog9O?P{|9TKJLq$S!(5=^%F}gyPS}9|-?eB%D;wMj0~$*eiBI`9wtpk!{y* zzj?<4{@-)+iDaS{k}e_eWPDL5fO^T80Ze+8<8!9pU#rS76TSVSsl21dkx3`ieaJ?k zIzB&?1xl1WyM2xzqP^vCMn9v1XcJX3FIKgwT)r&IC^P38*4_t}EeUE@TjMs~;<{)L z%An1S=w~*LT4`0D(gl$Hvu>lUS0F{lM#V4 zz2uobeIOpL4t2Kd>6*39LN_YPzX8d1ue}|IgIEB%$9#wFv__U8+JYO7D8&Z5Qa?V9 zhAnPibpT0Ce%bLBN4{!6ljU8K#Yh@ZDD*R^o*Q6*l19|@3pMO;Nz?(Ub7tZTKaOhW zAC<90wsB|~h0K}zz&Z%@M^=fCH30)XCS8L);)G(ha;}r4KzBJ%x)TePzB4wVEE+JK z8`Gm6q!K$8`1xt^Xtyr!=OuxXkuNpvs^fm9Nh~w3(3YPaVXbUe@LeZ_GNj1;RE7#= zSVde+M9EE*&itFgQjHfqGRm{kD}8l+Mx!%T;x!Y+A!oj#1)HPYxh+ zH^=K*DVDF^G#U`o*v_P?8uMK5j#W>LppVUamCx>D=5ovUfw%Wohe-lIM8(uMU(w=2 z69HC!hsMJvkMA_>v4ODG`~fO#;0%_p=W$F7DZ@6>m|u+vx?{HL0NHYR91Gf9t3e^N zIGOH9o5AiI_r?Kf6spDM+9uG`w4K4cR>k#=Q>=YZ;fj^uwJIGN8;@u^`3#yB+i~%x zr4O3z)@iSYgx}-~ov+PwyHROh$ovW)i5FFAtn64=E{<6;OKEc~RO*xc1mEatv^itUM|+v_W8+JBH$!En^UYEWvOPlKYo1o5ncK`sct|SDvrq zj*t(i-2zFycr)?#@Odu2$8gA!;~dOlYDL&%LcF8_|CG_!u|Y>>&sWo@`<*vhWFLYB zR_#i=@G2J5#)ZErex|r~-bl6&KI5|0LhMY zxGZYx=h8a7VaycO5vzI}88y(xG4xz7TgYAAt_pybqAu@2Pol)r9+$!3);*`LrFQDj z;yiCbm=N_nOd2W4O7t^T*2De5s4;KhuK?eE{7t?0Vs)9bTLxU7Wa{OL@+(u@huzIq zSE&zoH~JacCHGQ@zSp7Z3KU*P(Zu+DPp(@X+Fs+DV z7(P>E?}nODweHL4&Ku(oGQ`zQHj}L3XmnU>CF>*QMC5KLZ=0PC7Aq5j#A>*H=(F0h zvtu^-K5;jth7BDe;mKN{!jfpSXB)gEm@N!}e|KWv z9FvWgO?A}Ssz#Y9QEPhS-fF3fWjPIj43{ZbgY)^G#Rv!|jOit47RDwBbs3&tk&xBr z)+7jl#B`EPz9#10J|eX0oPuk!YbXa^`U>dMIU*|`?`T%X(w}DlBz=#Ctqu~9>|8W5 zzD~A<9acVrqmvz7dE+$wp$qwPLR5-nvr7_qGrLly4F6nYYR8d);;osMj_w6eO%gCv z5jJ%H*@8xOtNf~G`K$o5@YD#?JH=c;VFprL09}(agWJqL&jpBbUv7V29fZiGJs=UBkzfJgf#VKjd%>XY)O$>{X+Ytv&&%(tw5csmJ2*kB`8Ta%HiNU3ogmX`hx7FO12{4YZVGLK&dE#ADmi*sNGX zFp{j5kzsKXO9#}M@@#qt^Od}z+!VqiLJrMV$U;vW8!9|#M(b;)0_x)WAJevAi>L{_;*0cJd)`;8E z@CyKbIKnX-CGg%lDx7iREB{-i@+Z*04$Up9o=yeR6cJh%b1Z0X zPJiHaqL+VECi$~7cbE9BSo25HuYZhp^yB{7@y>szHu*>jKKms@7IC%eRcRo5QiK_yK$c$rBI`CBd7sn1^2Ng&zD3{G9 zhsS+HSh96I0Z3vtkhtQ`F9`a?X;IV6J)ZR`RM5>TucvyB^irWvY8g-~$10IAG*Qcr zE$o+y3w7FP{#RSbB5jo=|0{7ZFs@Fc`oomX;l+tRrWv))Ln@P$Uc%ia!PvdfZGr7a zPn*^(M4&FhsKO6jVkpfdb;6`DgQYoLZMO(J+^IC$e?jOs1t$R7u3oH&Ny+i`_QZ_+ z%7=kVXtl)GW)9~I9Ix5BbwuXp!qxKu?2!-HkUx$X!268JFuM0;Y% zz_=OB#qY}#_WWtKkaLQVJKQGZ?cd_N>tSkM$7(u1m#PNoIepe{K5kM}xi<7;t;>aB z2<{kLW$MpZe7D<0j&Ud?VO#!Y`}dMKlc92zKz%@ChJ4PTbibU@dT%(}nU_&x*h?Cw z4|i$eb0?;Jtt*X%3+!%C~_-uWL^LLv~yAI##R|)ScDzY?d7yh5LY>|`7Ky! zgFCYzTA4Y9&lxNCwA>H_*}HVPbWQa+*rZd(tKUnzv5aUG$xy^ zzygf@P0{xDu5-vYF7=;(ig+#?mA18b$(3@QRDrzCC?Oe-!n@+R(xk0Fq zdtKr8*zN00SlQ61ph~Y5QDMf#ue2_E62rYr*ZP&{!h@rfQH?Q{_i6F&*k}{1uXx}G zE?2c8o7TB!_m^jQWwm7Tie8b`cZuE8+&>cvRQp!aRjPLw<1ps^D_QjbcNh20wuD4z zAd!VpYb{#AmvUnf-!ITx#d%XrRR7c|JjFnGL^7C4#04dSCoNxCMUN=dqIxDo50j~* ztX4f+zdBO;szB8rNbaifa((i_kupnID^i@>AVe=v}ncCYO8Fp5m_E z;&J9>s`E++7u#Z}_DVXd{7W$+H{b16^kb8VrOLDn$JtD5U|yWw5C<#$>wT+CQ-Vsu zv>S#PBspNNn(W>J-Y)a#Fxyugv&arD7kPw^J+f*tqK7o~$Mg8iXunWbvHn$^jlqzL8^B+@j!tk2Z7S^|pNY~KS zX|-uoUl$q6yQ|t&yR-V^bN4sATsU7uk6}BOTnW{yLH`KWUlA$uYjdz^;h#+!PE6B! z4|2O9nAKG?(-yWmXI?h>*?A?Q7iifR_M>-H2?Q9nyU6g~+tEnJ4Bs={aY~{BE&-{@ zzEFQxGq)swQ3m>R96cURU#U)~^?doqV$C?46Mdngt?Q6f!s!uR;O2m3=0b+0zY zpKP?Lm5AeKc#M#g$eY0FTlQl)OH^8Zg=*?|BW}FpW+>`Ypq8Nt^V6E;whG3ZcBfQr zKQ+iC>zg__Mobo;m5ZuT_Nl|POgSUtXQAa*50&R*5lRr_XL!+QXJYE!Kxik4+a3=a z)Oc`mlTo8sciO}`Hg8tPlRCjKn9IF4Zr(*BGk&bGdsb*P#dM4lTOQLdzLmTRhJY2D zG=Dni{5fLj zEqB3B(XKp4Gr6mCoV%=_o2zg$>5bb{;oB4Kx5UNp6+ld}tqGCBqs28|)hssC2ot5A(XJR{$DWVXF+ku`MYO_XpsYwqIr znaa3EmSJvQH7@k(BDfushkbHF3Tq;Cw6eVU^XiYFl#^ceb`RlfWm2bg%vZ*r zO95wzpx9cKo=~nQsX!uT|G=5vyFrt4*hf(t7(e06sL@^um*L`t$uHGz7V59tPOU6& z7pHFPS&>}*A|X^q_16~t@{c8#224-U7~d4cS84v|T?1+Fod$tlXzW6GdJH|jkBe^U zM5YS>_1y-+kszKrLPj9W-Ed?1m2g(U&OPRl4Aikx3-r|OggXDkct2Tgwc?Pf+$Tt9 zU?u6ch5{Q<-*E=27-`>rR1_Uq4?LK%L&6ftACjjf-q3`P2cVz2|EB1EzCW@LwEM>CJw+SrsL6vV^S9jCRwcwo0EoiSt zQ6kyb@IHtJQ9EYKC7u+`2g6+CR4TnkwH3IO|H^8QyV1D_>E+NBWc{(CN>0*UYto`s zXZGSr`jBug!PGu$tH2cWxR<(41NZn0p<1jW>d&I)Gq9Rn=e-|V?Uohx17mP(@@t=~ zT6HbmTjY5lZ=75kaqsS@<(Rp+Hhk6-0?1d(MeNbhK|(Z@)Io>*YB6I>Tv^${r>xGL z7wcd+Q+SHm4na;iK}wT%II6lVB~^aHItF#QsW7fyF-ZUR7%TMPlGS&_iTeD*H!a zZo8Fi{Bl5nkWo!ihxw-^lfEH#qo+0KsqQwBGBPuNYkH1@e@EsuzK5J{owtu>dVW1| z3381yQ0=kDUMvwd;O_c1V!@~YZK6qF(N=^OZpv?1HKa*O6?)68Fe13AQ^K|A(Wh^P zXx@p&jz%Xaib%g9$V}USA*RVXADRZ_Cd0~CEiL_M#n7?d##77Hnw`=+R_`Tb?5x== z2hQ~PgBtr7?%6SBv-Upj)E~bh1uA2tU!$p|rb$^&sd>1uvgIoc7x)Z5RkV`LVyR9- z2-Uh(!vk&E-*fFLZ&y?9>dC$LP?gJ&CnLy#>t)m7vhw>xGpEB~n_hNEpd!mb03dDW zH-#=f{{gZYrIn>Jh31`u!eWl^EosQPzxrDXdXfJde{9}5Y=tp8s}B?DqME#fqp9fC znvC%Yj$ysRq-Moy$n6>8-ZVnZn-oi){r1+ZvW33o@qDlIZwkmJO!a6L$!fMB!6rhV z83u)D@9=j%AaQXy&V)$zQfW*MKCpfDH(f`Jt%1btPPLWTUsrBPn)?d4g(hs<7)vKl z#>Ljh2)bqXz7v1Ra0|j=(EL!TYSbi)+G&pe(XR~EooU>Kf0S1b($-)=1aGap#GGzB zks(f~;_h@hVuDu4)3tX$&`)nww=HE^&s zj?IGSaq`H{JK(oQj^sBq!i{j({E_rmz-Eeak&d=!=x_DA?7O$EUQw&)a4+L#&WKN; zS(B{%qEKex1G{{BsP3pr0X#V9A}xCH!Q97E7e{yh1XHjsH`2c(wo__=*E$?H)T&L0 zf?3p4i2;qPw`>u*J=2McSBg!yWfat)si|Zr@^PzvVV1S2Ky{iB-FwgPb3F0!DL^;&;~taD4`R!B7zUKepilcaIJ?w)H9e13iBw=nf9H3t76$`3>adu zmyxLH8Y{8q)Lg*nK0_ILL;;d_yAK{mDwvWEObv!l z{IX;85m+v342a16LAyCnorOcN+v*=x7CV>G4Bih~&iV+quS5-VCzrp>@OrH80E!*Z zx8+YzCtfV(O0lrRKzhy_gYovcHesED!QCMlbwNNj&DNq`>$Irh=>-PaEJWkLoUj?t z$p%%`8RQj=eU_uYMkwO+;wEu^QA^d&BUaFa`&AijFWs*^Ip-&u%+JYlnXiW~6m6xw z!LM1a==Z#}K3WvEu}|V4rSUu-^4Uhj8Fco#ln`sy3H5X{9!xWN#WJJ2+DAag1 z90c{y`^;Bqogl4c+vTg`YcL(|STlvhA zpDY4owpuG6&-3*ouF_W+FD3HAOJFoT2H@$_!#%AgFK|k=RI#@%*(1ZIKvT_n$J%Yn zlo9LCguv3hIy7p7EXFy7^hl|6d~CKj=+rG)5A{w9h!^w{&^Lf68-*z+{(u`+di_*j z7;y~<(0Y}g8(dQyc%_0RLZ3T-mzzaPID-!=b>n(6|k@_!5sG^_5Ob zoJC?{_R$V|VucflKdysIy>ly;PPXQ|SV;@d4QF?0or^G1?>2W{bdn)EJRiE46hap` zvcgXjo3E#$axiChmL#o94cP{qKrKd=?ka{B;f&uD_ntx(fO~u5kwF8zMO)a`@XD*O z_KJD=un)H-=-*mLWhKn?#wri_jCw?4U0npe74A+VOigVtERxe@JGo(tL!33bk&JbI zA_=_LdS!o^P%yBpS~`=uSB)K#B4MM zU}DH{LZX3+L6~he^|n(-TJFcP^?(44UqNZ|Rr@lJj-KeVH!Y=9hxtZj870YGI1!zk z1F#b(fvXnt<(TA}%!+$QB6?do4*lFkj1}m)!hTiJK2H6mC&k@^R)->HbBr<;l)N6C ziR5Sb;z4oF90}1UAb)V=$d>^xg@pSDV!QamecB&%i1JC~RpYRjr!L~8ZAza5cJ3pE zg!)}yu|`{E(K1`YB~_6AV&O0Z{!qt-d2PuxjV#LF!b6mh4;uDo&9_kmUnX?+Y1s{^ z%E03t&k)U^$+Ck^nECptFQRdlkx{fPg1}qvH6_e1ReVan{gAX&T5`mu;d%eWy^fdH zDmejG&&-GA5F12t0={@RDI+JH1K$)qmty)J?GmbwmyB~3J69$6~ z(8!bETP~y~dBEKv1DDw2LlM58m@1R#)?P!*TMMjx*O$ybo8AVuf=-L8vY*dVwZ=|7 z3a2;My~`$M^&IbZ=d!?ri%8kl3y;VK%&#<+`VE}c?G7BLmg)&X5$!#R%xXVe7?z*k zQBufB@0sXl3x+Pyh?rjlp2BAr{qS8L_Y={ndwY2*-s$_UX+dgG;Lp3+6C^#QNM4X? zc8c)_bV1bg!3%*m?m=5GwywV zgtO5dl;PmIb%@6Q+coWpLc;p&MICkWXFOp zxggH!Ju|htL{eVya~-r#kmdKvspcCgNDydWW>3N@T&vk|0i6%AkuHZQKk7T8av$eC zfPCL2^!SfPhX?;)DtO?P1=BS|Z+gvgPgQ^Icv97vIKRS1S$;>dKOi#3pNXF~(HA$y z5yNj>8yjQSEzlEa|f1rV0?+eE$6} zs{4mRz8|mOI*V)ga{2vF^*Q@XEx)qAiBT-Pf*mJPxHc2~`za*NM;ljPGygf@52gP< zLgQ}u7TZff-fL6$RAO-rgUOe$Pptp-hV`fP4}m`f{t);>;17X61pW~CL*NgAKLq{| z_(S0TPTOrhk zYR_L#^<7-k4VX2W3CIdtwe{kl2tX+z#hi;Al&lRwd1SEZF$Ic?`nCMSJT9yzSWT|| zWe&y4-yeMw0T;3%)xBSBEYFKLl3|Pb#6o<{%p5f><@rHPlvQt4gg;IAj%lo4h0T3I z^jf?V;y;h-KY{!2Rd=64kmBrL*7V&tihw?f6I+T?)CD~Gi;KKw{B(Q%n(JlBOUV=i z6n6h51&%!2@JplA#UcR(HxZMyZFT@m%(BSdgRLKs6iir-SfRznVVoV4CVuK=7j@L< zhb~-|b7w93-O5%V>NvSK%3`G=L%_HBRcE2ynwk}(7gB1hCW%S`Hs&HwURW`9F@f=W z{1{X)*g$QR?EZ|faE9?_iXe!s)6`o}htotkf9$8^XX7YDYzo(fX^<+!3E_Ot@`dAW zEE6w7gf8H zr`2uUo6+o@0_v%h#PVLo@ue)tjHSKgsL%Puw^$qOf8C zV)Iu!l~Vj^S5!L_2a9oDUu?N<5Mp`|xn$VWBW|W?mYYA5^0=6gDXp&-$V@2V?aXU) z9d>Ro5OMID&KD5{v3zS6%-r9*Fm+md^_T03-R$0P3Y1^k7u~qvmvY*>N2b4CUAA0j zqZk+p46`@#Dgx5qZ14cOb7eYLk!rIO5>iQUVeYlc{YY&oXS~h|w&k-|UUv+uxKH#5 zFL?uKlH6si(G}~x&Yy-xgkzGID27gSQ1*QbObP7>eiVqDM3zOMVEwmxv^eeP!X=uf z85tHhOjnr49{^!{S>0mN&ZSFr?)Io0`Kc&~+J&heFnL^*lRand6|K~xe41>&NaJWK z#TPPDXO@^L7Yl0qXjZWSu-P-XH~(DYexJ5EE{G7@jkRW9-)_LK$rS)rp;^7c^d}9D zR1VJblMQqodn=X&s!0rv!Xw-uX)v*{sIXfsk;WnY3We*9O2_B+#RtFf6p`3{LO zZO-5@unir|9*vHjB7?mr9es}6Zx_1C^$tA9Bk7nWX%f^djU^Zp?iArYeMOnjLk&C1 zaTcjV{Y#9HUMarV@%fCD>B(JsJwl3(rmD}^o@ISn;xjBinM0rfHfLt#or)ff_NE&H zc{!%Q*N$_pmnV@&{3fL@vu%M?9aa&(m%_?^s!?qABW=bfzbUl7{Q zj;)e!^NrqzAr-9=Sgw&CKW2*}G z4j|W)GOxaXROSv?hFE7mu0Hn4Z-4o2Ws11@Jb%)dW!id=xOA(U0jB<&!rAzc1t2yw zOk&Ee@i6czTs7O@oqlz;8;(n#YF8`^&T5ovuf^gkAs|MAbcPxdXA5@J{O%T65an0$ zx4P+rVO)uPZe;zf%$+8ln7t{7Ox*{gWgEsn_Roq3bFY4rJg`gtZ|GS5UAlh|Gtjtkq1Wn>ocqhXo%1&)sg3vFu<=So4woa z=tewpx?T2;k<6R`lI16WC z`aTpmoI-N6(0X}vYvB`RCKj#GOc7eE-guI8K|&hFrn>J%m-_7tlNDMA-dj(_bAgq^ z5L@LH(R~b~@ZvDo<%35v zp;Dm$S5MrCR48S!+I&S;=Aflxqjc5K; z^@RD=3at^BMtKzD%$F9?A(r6fVnq`*^9xXt%9X>0Wj@7Lx&RLhKR8a0FJ`oBK#P;h zadgsF6xb24YPy6Rd>|a;)%y{)*6JsK7N}=g3qP#RBJ0LA1vW)vDxXAzJPE(E>G!BO zj&6~?)l*=z3yVwrE@&m3GFS|u#?gGxe0{M>iS~AS7O;|wk^_*fk^tpc6`c~scTmv< zD5$rt?u~pDzCBy*?r;TC;4E1D8rhT%i10)J#q01RI`3E!a2?>4@74v3ET>?2<>)4j z;Zt?i<$O;Ghw_c2h?fbeI4lhmN&{22eYJF%;#cw&gg<%L`qPt`E@tb^Yd} u%kS@9YC%&hfGJ!vC?s_#m><8U`m^KzA(Ar~<)wqHi#mx`eRTcz literal 0 HcmV?d00001 diff --git a/python_coreml_stable_diffusion/web.py b/python_coreml_stable_diffusion/web.py new file mode 100644 index 00000000..b001e13e --- /dev/null +++ b/python_coreml_stable_diffusion/web.py @@ -0,0 +1,108 @@ +try: + import gradio as gr + import python_coreml_stable_diffusion.pipeline as pipeline + from diffusers import StableDiffusionPipeline + + def init(args): + pipeline.logger.info("Initializing PyTorch pipe for reference configuration") + pytorch_pipe = StableDiffusionPipeline.from_pretrained(args.model_version, + use_auth_token=True) + + user_specified_scheduler = None + if args.scheduler is not None: + user_specified_scheduler = pipeline.SCHEDULER_MAP[ + args.scheduler].from_config(pytorch_pipe.scheduler.config) + + coreml_pipe = pipeline.get_coreml_pipe(pytorch_pipe=pytorch_pipe, + mlpackages_dir=args.i, + model_version=args.model_version, + compute_unit=args.compute_unit, + scheduler_override=user_specified_scheduler) + + + def infer(prompt, steps): + pipeline.logger.info("Beginning image generation.") + image = coreml_pipe( + prompt=prompt, + height=coreml_pipe.height, + width=coreml_pipe.width, + num_inference_steps=steps, + ) + images = [] + images.append(image["images"][0]) + return images + + + demo = gr.Blocks() + + with demo: + gr.Markdown( + "

Core ML Stable Diffusion

Run Stable Diffusion on Apple Silicon with Core ML
") + with gr.Group(): + with gr.Box(): + with gr.Row(): + with gr.Column(): + with gr.Row(): + text = gr.Textbox( + label="Prompt", + lines=11, + placeholder="Enter your prompt", + ) + with gr.Row(): + btn = gr.Button("Generate image") + with gr.Row(): + steps = gr.Slider(label="Steps", minimum=1, + maximum=50, value=10, step=1) + with gr.Column(): + gallery = gr.Gallery( + label="Generated image", elem_id="gallery" + ) + + text.submit(infer, inputs=[text, steps], outputs=gallery) + btn.click(infer, inputs=[text, steps], outputs=gallery) + + demo.launch(debug=True, server_name="0.0.0.0") + + + if __name__ == "__main__": + parser = pipeline.argparse.ArgumentParser() + + parser.add_argument( + "-i", + required=True, + help=("Path to input directory with the .mlpackage files generated by " + "python_coreml_stable_diffusion.torch2coreml")) + parser.add_argument( + "--model-version", + default="CompVis/stable-diffusion-v1-4", + help= + ("The pre-trained model checkpoint and configuration to restore. " + "For available versions: https://huggingface.co/models?search=stable-diffusion" + )) + parser.add_argument( + "--compute-unit", + choices=pipeline.get_available_compute_units(), + default="ALL", + help=("The compute units to be used when executing Core ML models. " + f"Options: {pipeline.get_available_compute_units()}")) + parser.add_argument( + "--scheduler", + choices=tuple(pipeline.SCHEDULER_MAP.keys()), + default=None, + help=("The scheduler to use for running the reverse diffusion process. " + "If not specified, the default scheduler from the diffusers pipeline is utilized")) + + args = parser.parse_args() + init(args) + +except ModuleNotFoundError as moduleNotFound: + print(f'Found that `gradio` is not installed, try to install it automatically') + try: + import subprocess + import sys + + subprocess.check_call([sys.executable, '-m', 'pip', 'install', 'gradio']) + print(f'Successfully installed missing package `gradio`.') + print(f'Now re-execute the command :D') + except subprocess.CalledProcessError: + print(f'Automatic package installation failed, try manually executing `pip install gradio`, then retry the command again.') \ No newline at end of file