From 65c5197790a2a684c989e74e372d1a6d3ac53eb1 Mon Sep 17 00:00:00 2001 From: Vadim Markovtsev Date: Tue, 14 Feb 2017 19:02:27 +0100 Subject: [PATCH 1/2] Reorder readme header --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 1b508bb..4dcc31e 100644 --- a/README.md +++ b/README.md @@ -3,8 +3,6 @@ "Yinyang" K-means and K-nn using NVIDIA CUDA ============================================ -![source{d}](img/sourced.png) - K-means implementation is based on ["Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup"](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/ding15.pdf) article. While it introduces some overhead and many conditional clauses @@ -23,6 +21,8 @@ defined in `kmcuda.h`: `kmeans_cuda` and `knn_cuda`. It has the built-in Python3 native extension support, so you can `from libKMCUDA import kmeans_cuda`. +[![source{d}](img/sourced.png)](img/kmeans_image.ipynb) + Table of contents ----------------- * [K-means](#k-means) From 9067036f5a273d987fe165638c52d0e47d81a757 Mon Sep 17 00:00:00 2001 From: Vadim Markovtsev Date: Tue, 14 Feb 2017 19:09:55 +0100 Subject: [PATCH 2/2] Restyle the image in readme --- README.md | 8 ++------ img/sourced.png | Bin 20023 -> 23368 bytes 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 4dcc31e..a2ac5b9 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,8 @@ defined in `kmcuda.h`: `kmeans_cuda` and `knn_cuda`. It has the built-in Python3 native extension support, so you can `from libKMCUDA import kmeans_cuda`. -[![source{d}](img/sourced.png)](img/kmeans_image.ipynb) +[![source{d}](img/sourced.png)](http://sourced.tech) +

How this was created?

Table of contents ----------------- @@ -44,7 +45,6 @@ Table of contents * [Python API](#python-api) * [C examples](#c-examples) * [C API](#c-api) -* [How "source{d}" image was created?](#how-sourced-image-was-created) * [License](#license) K-means @@ -533,10 +533,6 @@ KMCUDAResult knn_cuda( Returns KMCUDAResult (see `kmcuda.h`); -How "source{d}" image was created? ----------------------------------- -Check out this [notebook](img/kmeans_image.ipynb). - License ------- MIT license. diff --git a/img/sourced.png b/img/sourced.png index 94ba26a63991c2e733d9bef19c976c65459612d0..56800c8475ff97b5048699243e066a21a15cdb23 100644 GIT binary patch literal 23368 zcmd4&XFQzG7e5Z~>b=|O38F6vLUhqv^s*OGmLNLOONcIN5LQV<5D_dELG)FlcPo1I z-ifGt`+Wbu-~V+#z8~H5J`vQ39~3wNOqh9E-*NZ!XvztXVSF z9wc~I?F7|eu@WFq02a#*>cc{@svtjXC`j_IDOUj7SAx~XPJ=_Se%ja)Y%{0}_6pRf7vtVbj(RT}T*JmiU2Mp4_ zBVw_S@AyY|uw*jW29Pxt3}8obz?&dYEeKS0*L>HQj-|a>#TJ0D@ViPGHswD(fF`k^ z?^y6dtOqt`6-yg>HzXL;3BDUsd;-fk0|tZUZ)30?;6yA4TzmQt=kj7}_wUX1;^fg) z%Y+d9dj!;Zf*v1_HxTtB#puWve8 z?xPAr+}`Zyqp?FJ!km%*0FT}XL;I{~OXEyHfb(Y5pF~Q|xdH9MTxQNfafPehN@5*7 z8!P*>cI;PblT{d50?>@7HWDP34((CUrKx7CB49ueaen*v>Tp5d&l zAm)Q;I7hLLmVGJw6wN*(!QpGzMm@DO>|AVzovT-3Zxz2nP{NSceH4MDyGl?2Hu34) zEyUm(S=FuysX;upgue=_o`X%IHusTKa4HSuL1bm#scqZaK*tcYYxz%|`K<^^Rn`J? z`+b&Sd6`xRoTe*)fC7JmJ;_oHrQ@?bSJapi1kWvXFr zeBt+U{oe3I^=f_Ioz4CKZ@J|eqml%H9)L8I6^#66cIPb|jHbcpqbzAFKYNi2k?ii& zhOQq~+XhBI3^04!az>l0ZR+FPZ4>E;%TLC18r5u9{!Tz6y*by zLrN$j$aqo&Cx90Zf9=7-(#8R>FcYew;1^5D68~dKf(x^NMAMc)XfitqkUcL0MJQvR z2M8W5^8W=tR)YQ7^ZPfyE$yrJOr|cW|5e?UZ8$y^bmy#Z-&=Ao^)l(#4oq>a?63c| z+<$og(dFq=U%M4&a(p9Y2g$D2dl;KF7XwPw(I6gtd3-8D$T(}qKYIE$Oyb?}XM zpDPrsnG1PcYQX`3+Nzj(9|b&Yw8iV!LV?2VOhfd!{d{H&+e2Y(Cv&)n7tZgB8F}mA z#aeuoCC6T)tneti*K)1DF@Nk|;66hkb^pdD7TDx|pWQ#KdQJBLAS1k+S_k;CQkw^8 zKrb5ie>2X^BP09|W2E>W_P;6rhy5Sc{{#QOtp9`mr=0({2dJX2R2_-VSzX`S(Ysce z0ljd1pbxV^_Ww{ZrB6At7|kBv+PA&>5ZoQV?$5ex+)4z2|9jwt@})(#-?S<%x%kFS z@toq}^pQ_mz85uthU5Qs$qJgh0=Mz=<}Px_Pkp<$*fgF8t$rw7p+%(iq0Y@m>TG9` zZH3=IC0s0%8}JMc4%RL_E>aD671aFiJNM$N_iGYLc6JJDE)dQwzuCD-n`yfQoVM_@ ziAO_}-)b#;&BjTbt*kUR7An{Q$&@se^i`?@<3?Ax3iV9SBy|*AAw8&l$z#PJ8%_@4 z0UBYWr7iOD4r^tmcl|b7GPkuy_e{2+MlyY4*Pzc(-1e#kqyhw`-yTJ5#r8p1EX<61^_8inC|PBLJwz4+&8oOAXoM5i3t8CWO?3Iy<-t)eYuujOb+qL@5oMQIF0 z^+MV_XS=dB&At6zkFsKFcv!}N0zcr|cw(dicmm@%JB#-e+m~d_!ya`oZo|$WqsqVt z?ilUn?1tR+PaZpggw7tSl$f5G2r*geu{{o;blt_|z|4Au7aA(vngnc z3RF9TPsvqUDA!YruBY>zi68`yk-QXAYm-=iopLcbZNv>p!#;5oaw z`1|jg??yhR5wVV@fu{Yv)D-ryB2BAZV9b6rCx*nA1w^L_opr7fB!k0zHWYc^cG=uH z5b8}uLOh@H1R3 z`YqBtJ+}C+I~Rrvp7rMhUYu@yvV@*}8u|V5vDp`R^XE@F!9M3_Qy(f?TBI+WJUy#Q ztG)jE)V9%N%(pgq@$mud{|VCz>`!K9{_S{F&)+#DbKp0Xl5L z&JOkC@J)oY{`W?_5b88t^RW1G)JITXbTsS2=dHt#%Q{@!p2Eaxu`W0GZ&__2yIqAR zU?Y6znt)dry?8l(qT@#7NmLNjdV|D-1aXTL2_B~{j-a>sZ#9172tc5&QDQYe^TG=+ z<$Uig#q{+ZPI#ikMU{vlnxPlMk}m^MmfOHb%t-O*DHy9k2+lt_$3A!cTTgywVO!~{ZGgTgGM+Rcl8&2UF8X1Y0P z9`POU;P?ON3hwkbDEoB4WBZ?>Bwg0BS>R8iKLj9D=mG$vUG`Ek98;Soo&ZATO^J1 zt+18ZTaa)GxbKWR2zn>Js72rtE+QSk$6JN-Whwm4T%9E_6jDmh*7g zRZiCa27X#*MVxU5L`|Og`dW3R6&a4^{n49f^7#?QsEN|cZZi;!BK2cfcLq9or%+X7 zCQ5Vbe+`d<=KX~KQ@8{mYuH7M`S?||-311C^5U8RcZSP~%;_RF*;uKBA7WO9CM!@b zj%Gf5F@zgwi)20*yGc$*+Kqcjp<0b?`zujK)@ShEDCvaAoV{ro#N+f1vs|G_A(^+g z#{Fykf*U@9!^9>C+t%R~&j#g+Piz%d7ixe0&&Ma8urxF#?}_7emdzXUi=Cv)q+{PV z$63cq{(swMAc1VoM&Sn%gndcUUs^dWL1w<{Genye<(epX7F2zRU~rx!Fp&4^|XiUWdM z5ymR0s%4L#vZ)Oy8fX5BsrA3{ANOe5!lT0NnsAmB^~2A2y-;j+7k0jd2a^|K3sHA* zkESTHC6pR^zb%|T!cL~O%|Smry&krARedcY($<$17+`VC^O;7RxhN7`p=h)IqpE3KH9VuB%ET9f$nD9iC;a?M{xrEk!xM&m+=O@#d#KCV3Zn)7jCKoHRV zaj&wayEzh%6wi4+d@``ZUk;fxN$7l$c9?yu@)_060q{=4RXBKbRXZ#8?__mjYHP^u z7en%N!>prJPdzOD`hK{SOgcB=Krx#vV7b7bwOiv!07*9@48kY@+8M`b%-G|00C4wt1PpFY44b3sWY?m?X zBMS}uk`^eA`B;uzUx8M+#80bRcA6pp{m0tt?Sjl_XCJ$UAc-$WmH6&YD)~q* z9nfL9XB)@2x3+Gb|4yN9uQoq#$3NO{`gyh7HIJxBlSiVE5Ty1uBgb2w@IuKEqm0~$ z`BTjOTW_i60%=Vfi?f0ijU?N%tQu_&T?>oYHk!JDTd6wK6Nlo@IRf;J_S7@LfD1ZtQFX{ zVy|Z^CA8~rVIlwGMPChF@7EQH&bCy(WjRh+;bS#_EqSysJ)}GKG1&K@GZtIz_g7fo z!jS?b-e;r?S)8pX6z`ZR&*B_aH{nt$Zb${h4c4slFP`F8(`RMX{> zLg9nSUmxWvs$9b6w}5zXo^8VH|0pHSBG8C`7SG;Rj;E7ky=s zWV*RPT|QDd!H}V`O4D)1jRdH7VCJvB(^+Wowq(Ce;hY|>mWZj7+}Zhgh5p-D1fle7 zAPgy<$%I1iXxx5W$RO-l?C2rCyL+N`-RkF9=N&B^q_+~hITwxtyx8^Cu_4!S47ID- z{`_o|p?q!#X=__TGi)V8NphgUSYPO^k_|#sr$8I7YBe3EO}^kjEPdS@$2IEvPc4%b@A1NdT50jygWn~x;>djPmPB=nqsxReHHf;kh z(4?GqKc+)b!RQrFsr!UESG;}2I}Xf`(-x<8GLvtrF9fSMQT|~yeITH_X$)t_Ra< zI>#khN8cj|wO5(Wj|lc159Q+6fdIW)XIyw`0|9T)W^DWp3r$_t?4%j*?ipLOI9L;LAhJ3XmW&(! z33aDTdi8<;g8rzAHQ`A5N;Gq+mM~CkW+NPb5ZN&!|N4B(1>FB-b7A&s0Cwk0hEY(H zh&K-1Xr`qVPbn0VT6I!@H)a?0XHw@;AGq>+TA9aUm|aL+v@4xuUey)-VZL2_`f&$t zuuYqmUeI$8>6x{uHOv%keL(@e&?AWHX?>%PdRFn}BE&pHufH_#;%yPFbB73?$u;+F zje-+(De3;!_bo@goqIAAJK_J-?_HNzYy0_Ve~gU`P?`#y^lk_`R||%hp+rORp_9B& zcz<0H13|ndloTJfpHEi5OL4zWzr>NNL+)I$;@9}^lI3*ir*HN{RaVl+;_x?Fr@pv4 z={=dg!4IX4^vtnBhpTC7M5Tb?M_>W}kl)KA0qoK$%29&JUC7L))r=qwM9Eid=<)LE-`bhjWzoomw5?VKBpfFw*yZ(XE_YC7TRqKp{Ki_J?odd-V1w7_wC< zJ{HE6v_X^*ewK4$pdo-O0j0{9c?YXkq0pBZ*B-L@(rWWo(`gAGQ;QR=!&)?fN)tks zn=OfP+V1UND5ew3IzRs*_8=xIbdnK-AU0hm9Hc{G?6o{4$9U1(Unfz2=kTyn-LPMQ z@wO8;VV7X!JN&@;b8T8Ns5nYQ{);SScWL9{y`RoZ0G#yTr=t?Q_oANdDyh%9jqoxB zAKI7%Lg}>sc**bBDI~gd zqCWGwmd1&1HBGsc<0JoY+Jk6H3z=v5sQVK)a2ph1a3b?J&;{#NC?H>N(w;c z$st4V?>mHpp`HP#0+V;MjYKwy`n2rt+;Rqt7|O$q%Ik&|#Vi1(LQjZ0H2C_lQL4ow9LQbmgo#Q1VKN`IZce*0$Mqx_=d zIo*6jr=eHx@PxI7%DG-^{Qh)Y+*nV3P@_Rd`;{s+>hB@l!pD=7_kWt0K=R1F&Z=Om z_zLRn!#GvwB-C1vi^l8?7?H>fpvWRkk(8DBjqN&8s0F#dS#hv?tAWQtHaU7|z`TRE z(pX9Mdg7J$)5vof#`^L@%_LPzz?U#WvbT;#VbOuZ!TXVsG<3B>`2rXD{PWYV4cL+w zfrB?aHieIC5yi+KZRf@;L{W{x@UZ<-L>|+FTviCceM)eNdh@6uCQ`^;MBdwehACed zUaxLb^Rjx_5Ex~($WN>?QeQC+IawU1hquwbLBpjsURuB%V{6h3ymKF0dAlzsM!q(K zlb^}1Bu4Idc`m=Uxxrhhwg2QXk+kj^+94H}DlJQACS+_hcSVT z`Qg2JGCz9Yrgv_wP4ww|&S62BwV5-D3S~paf?1GT$iIqXQK0`t2XCWCnQ2#Fu@71T zn%)J&^ll|o-i~-Uq%C@nppBg7;22|qt2xrb#z3=J8D7UdBu>BLs>1J-XGq#H0%HAl zgmr3~C8ecWICZqb@yVY@;e`xN4cUjSi zrh1gs7O4MQU1dU#zy;6#rf+g;&c1H$3Y%wot3Xw`cUJLb70P(uKyPP2ZTSbIG*&Pm1mqIdyu==@Dsm;$g;* zZx{K=01s->@{dTHHc3SnD53wdke;VJOt5&>TZ>#pZVH8$ZeQ<#&#^RzEAY|CfFK=k z#LIB=HD_c_d@2qctaFMLt%&&@;Y|@j79#Ntj0ICj1o2RTR#><186qD}cHh4mBIC|v z2>ER9@~B{+cCws?!jVah(vVpVT!FV2R!M~+WX^msz^hHZ_D3&}$g(%$t-Hyy`9>Wt z!0k1T*=s<9!YnAr4bod$l~_%LoUEgqyFLF|1^ulHDlOTrpMfvEjBMnx5d&MM8{y_K zGmaf^vs#52r+wPwIQH z#ah49KA__CbNZ=8E{Pd2PT50?&o%Q*Gdq*Pz*fciQR2FbB3dyD`g{DAHt1J0Um+=} z@>8Y?1iK|M+m4iF2fvXNv-$78B2O&q#hPg72FZ~F&+mu%JewfzvQ0_RLjk{D$Dh?S zG+KPpPHy@6?XaXFavk*s2O&DGG9Cnm4~n4{`oHnk%OsKlEY*@1PQ5)dK~|3mK7)PE zziYpGnPr5Be7hx-Ee`=9Scw zqB;JuHkUXtonfYe-W!~|d`IJL10}|a#HO)*Zh#O;#V3jqi7+k*n{(?qKG2#T>hmWz zn99@`j$Egf!x<#NxE)T_P)ETgxt_#y-6zfwLeSu%vz_5~hHHIeo$bG5n#Q~nRjJWZ zS3FrdIMq)$N2J1%mr!n2EpJ}fWe+Vov28QU6hJ6Z(N{w8mnYcY(pQ-!L()l$J|@Gb z6v{`gVj|q7HRLo?5NE?F@sAj&dbjWERiT_R1>tE{8X74+s*%gY6u!@{6|belaTwq?TdzzG*P9RRsiM<8yF7`(v=H zHfNYI;4o{`Y&}9e5w%N4VDhb)T2?6S(SArQtVuL=UoGKMAQE;fCBi-T*H9mx9u;=B z3KEFMM^-8J*p|I$@<^X;e$W;U`}($*J3PiH_+{w22yOIk)P zBv{qDjB?ZkjgrRbnbTMLcL}(n$ssP4;>T)lHMpTYc1s4;0Q2YfNl6Jw2oA)uE7Nv~ z-e@ZDNR|X%-+|6Hh3_r%SrpP6ICFGOJMOe3uNqrY^uM%j45rRe#g32RbVa-pXnICN z3TWTk#qAG=O_yrJwM$&Wjo0}EM9V1w+sm8cMq&GnkxP{$bq4 zatNWi41g{b%6G57m%UXH^3Gi;MeSZX&^qt3k7zg*<9ImXdC*-mVIBcnkl;qKL`Jrw zvrmD|{iz&t%Q6pHHGIT52p4#LOr%x$n)qtE4E1Hc1?LHTOFyqT!|^1TsmizDr@`16 zIU^3l`KvqLpI&tt64gj85#lp_Z4ALobJ%c6>G4X_v9kuWtYl^EG<0%~%E>|e)(k>` zp~XY~sQd00r%i2|9FYdM7K(p>5$()*TForByBq1j)$i>MsQ>mF@g18Fhbe%NJ8W9> zYlKnM-Vsp~$xLzS-b#5b5nVBY0rVQUh~X(r1XX-ZazG9lGz}K$8dlRaqi0|+RXDPZd==9b)!4)hG|>f_V2 zDN{YkbW)@>E&V=Rl^Rw`odEmRWhUXpz7+WW7o^GrnK-r~%4w;8*GWBtY~^ZlM~K|Bw|8| zsCn4lMCQ18Hv6us(`$#|17BSJk_MqYId4hGI=#mLYq%sUh3%4;v(nCE5~we`JM!6V zOIHAkO|a9lQ*r#6po$VkJt`x)lZcq-et^1z1oVAo3&w$7C5Zq23%)CT^HH4wtCP#W z8r*pVx>HlRe-%GOQOZsDcUcheu%r1!5YXfP`Hi&A!0$0p1?T&TiYnySbeQ-o@0=+9 zMfrcBiwpLABuLS`uOp0;Hoa&~PXg#eZoEMR^T0=&J6jQkD}0EYS?41sLP_{Ooe9)c z^o~O{eoX0E4%j9VVfuR5hXP3NzoihEWkboB9jY0I>m~pLQ@iWlds>eJ3biXJvO7tB z$o`3n2n8T$j+gC{%$m<-Wh8AH>z{LLaZ*(w6(181{dDd|DYW?dv`eCv+2P<)#_;^k zs!ThByNHDYtsZJ711uN-nL1KxXYkD%MUTSYN5dn^h#8M{##_?PcW3nEFnb881oC*_ ztqiGvkI6|&lBNiw|I{EZCJXnu{k+CM(lpr>9|5Q!AdvF)W?=o+GWqT*!#X6XGfJcq zS=BYh5uc2r`n%|?NtE+2jNb0)8bv)aY*w+!Q^T#tYO5j;h$m)UM^VMAyaqmd8}Af8 zM%j;8hp8N~GXUn*%#M{>vUeVPTgapLfh#5o(e;=nwaMnNk2z5SS`*MtJZ(+Rmu&EH zYrzu_>D)JMDKEwfzjSEe>gQY*oex$^S@@t+IbFtc*dK#xw@c z_rq_zwk^6W?-)T$G)dcLnNn4SYrBD4d}){xr|4(F><%p?7Lga}+SGOX}vkfi>6;luf}mAFCb z|CJ*U_mTvOP+%1RbMALmZv?~g7OTrDQ?JZ`+W(C0>oRKTK62K*j ztsL?=q)_W=dS@ugHG267E<3X=ah^qr9efayi53v4OuE15Tm0?Ys4pvI&}NIEA9smg zR#uJ-nMFz*)=?s?$wVS*`+C@;kV7El?7q4-u7vZ*m&XUeDN_t8f_7*+;;6_!j|JUR zmD;7hFn`94!DlkGC>Wq2VS@hs*Jg{;xNFfVh&bD9(pjOWqZVO70Q&?QFLR{uyCN9( zXg{on&^d3S`T6#$Q`!RY?Z+Knx~}k2Ag@|!ZrCtkcDvN2P#z=cf3995WeQoJ6t_`M zr&7>J6HPq^0?Yu|nc+=sD2y@t-y&1WF0F_f2q=xTT-DS$CedyzMQ@9Le$M9%x>Dfs z`ArD<=^S6vq3KM{6_rhFS&94T=QnnInNf1&x`nMbCU1=lP-ajc^#aZ=a|x?R4RFHL z^TPZ%weRjQ$;}d9@iox6<3lHGHI}LK{u+;lPc@U~;-s-aMrr#gP$OnY5&m-9s4%gJ z>d3OoRl?m0qvlvsE3*M`%DAJ{_jq_A5`2!v(7b8Ikzcx}o*EQ$)m6z@ptN z60S|TUYQ?B2>M$2BjPflR_c`$+OzBzV)g4d9RX&A0K>uCvB08P;wU)&F)6#rvj=JH zpdG>Ho=>24TFK!H0dTaGsF`R?{K&O=9zI`-igZ}|o)V|xwiZPs7nVG-1%99wNmWJQ zK7q-__^)XXQuLKj4O0BNhq<`&dqQJX*kEMNV~0c4iAqHCuV}`#5$%ys4*IvCH`JPqWi7L~qma z)y@-}v-hnZqWIzNWk#e8&&X571E_twK}J8BMWYvQ_L^(MDqsIX zd!7v5No11UY$x<`_LC!SzhS1rc;1P4;QodWIr-U-4Rlliu;%bN@u?P$^WoxEN-J$b z@(9#UcrVtBR2|ugQ$Dp z;1G35OZM5k<$QCrAn2SwJXW!Lbn?k!o|z!A&(}FC1ZA6;65zF zS;{F#FymOecf`q^Bg}4RFTbf|#3uUEoD5L?HR_4FH0_!=VCz_ZMJW~|26aIB?+_Ka zqRfB6dk40SZ_;~9AE3-~R-{TE$R2*!W^7dCfqjYDSl;Je79PXMY(02bB1&f^9r$O~E-&Tw$WSjiJ3FUDz24-@wT>V>Lu^x94Nnx% ze02WoMQDF%ry3qK-Siwwd?BEevyw~GxT~S}9+fuKJ33YKWY{F?1v92NeBOr}H_T*TIRvj4wBPGj>UbYSmwmiB|K3IAQ-B^l6tx*Er4_zejN ztCT(bbm?lT%b*qWeNDl~a&6z>SQFPYYCG^f_Q2}xZA9<=EF286ss@oF($=9&8HgQd z@H|qApm2^Cuh4`zgZe#aA?FDhT<6b*vsMO^VUK{fK2Uv}o%6aZG?SqOGM|7ORsJ2c z<0y&JqwOX3r(1GNr&u_<`UjDuK>qBoN=uU+ypY`#gh(67x>_ZnEhmcCsGF) zie}xZ3Jbx-IQ?lQhH&h!&fSttA*r|33Dp zfmUd;E}o+FJvmY~$g&!QJRi9I;r-5sJdI6k3d0|2Y>DJfb_m||qygBp;f``~FkN~f zwJ>8rDdZUUZKs7Ann_QH2IBLW6~n+Wk#Qz=W~GTX6Y>KNT7tIzy#^>%@yrzL1H5H1 z{Q;U>;P5glcR{ZW3D*d_8S4~V{*D*!zVtjZ3kVVPCe%2NS+SgiLLklozm^~}ZiJuR#)#D)j3=)~LF${d&^g7Jb|%Jq zP9uk;ZKk(J{C%2JRQA>XWMc`RM2|ivXX9zA-$0Eer5kTN*!egVUrn5MhOu*=`@5of zQCn#O*c5y9hD2w>?bC-7r{b;LJ|fieX=wT%22?(yi?Nb#05>J@n!!Mc{j-FU_jVHO zDEq7G`7@B*q{2iDzE-=`>2*gz&jV|edVJwBiVb7^yfD5;vl166L&{?Vi7nERsBY&+ z(b(>U*=?TUy=266;*wHnO$+gR0p7E`Wn8a5Tu5GhfO z-j-d|s-Qu98SWn$T?O|?1>nCeYCm*fz#(OhC{TteF}z=)PST5xQqy4NWQ7ozBvPP4 zTWMGk4%Lw7cP9fXZ^hYu=UR2HCDl?e#FSRNJ5-Dqy}Y2u1QqUZGE@e5?vm;x9vp42 zREK;iGS*a_i11ipCW2b`FYA+-s)kLvQUVpf2~CJ(!<4>uv`4r^{%$5jME;|Vc!=su znI5rjBkTXt5jPPV_27-tZZ;gA!j&h1{*~QvsSTUjGhwX!*ScAgSQ%UJ0SB4{hT2wo zMEX2SK(%j9Cccj+xY0X$4qsZ|psfv?6q%bGTU>0N_0af@Sy-?q1YW?w#)fUY#Al)O zHTclxcw$B{LgH8QuJg~h{p;-CS+rk6C$(_}-h~!sS?i0=KT_#Aj5`FjifKua_h~*7 z9`#CC69Y$*O%3~V8R=1WB2zUF2#~Qjkc@T*SNBqKOzm19ClYiki@u<@qT~<`^C4|D zaltA5Q!w!Smi6xTxwHs>M2i#%_ad4GL0UqUityofzrBFJVPcWPLFy6-3(e!W?|dx! z=H7o1hwh>jZHuIZh_Oi~#O%2`y<`v^$mCS=eqIJ4ar{~p1(ej4t(pPd;6@Bc>P2|k z_R=*v4RwO!wFW0A%9C{YBJc?U70KT<9rMIm?foKy=Ts9Sm!8+kEiZ}9&)+4+wDx97^3zA19{*YER&9S-_?#C-6jMWUkhoccgZ#&W)IM%cZnD>5 zxrd9nlkCM8Vq{rWTylmUEyPFTZvUAf%mQI637PoT(Klfd-&B^z@-}zvTd3I71Joxk z;NG8zk`QI*0i$F( zkN*%HiiIaGSH2n(f%@M#S8+T6BiAHT3EV}^O_n3Cqq{>@1Qa4*olNX&C>-2Z8t{uE zQANKWsUdT0sAZqf^yx=lfdA-&vcam3?95auHFb(R2MLRMC-(4=|HU7AY-^+6FJ<_A zo3vNlUD|Al&575%-O;yA)RVBT*W-Bbr9%?kBsV%%SiS;0F)1No?ELxDx7?pOuV#V* z-W!kCkJ6w#9eM>il!xeXF%LoUE07YLoiBJ${tnOFvvEbMSQlpr9)|Q6%daupHG`$v zxXwvzsD@8qNR9eC#q)(DJVd6Lg-4HdY%nmXlt)!U82k%I^#3xtT-y0!W^3)Xu(yul71B+YqSJ0llp*4<%u$|zY zzx)JHLfv0DxYeky#_gfuu#oG9{JDw57r*pF)6Z^a!o%mUUsO*Y>@v#2?T#yuSqZ6+ zH(g#tjH55d-*!_1a355I6#s?5{c^IUA6aZ`ChgB~otHOTdJe@S(8~s2qZHn}Uicv* z{N^bh)Vn61`=eN%&G`eCIlrS(LSy5r`{@k(9f9I%dD^M{nyWVGY#Dg*Po%{J6#0yo zfrRwzkNgcuWoVT3WD`P-evItH;*zL(TW3n_WLz!|PG4ni-)!rau7HP_Z~{mIeIg zD85eJrrGDH?UrBvid_26ZlL6~wc)kVMnVKg4SYzy-QH>Olb-?sYgk5RAos~rEfh}R z(DXnK7`g0=y2QAZjC&C7S8iI5p4C z>&=(PPJfW{y%qMAyv~#6UnXpd!p@v^>N8NKWwaDG2P{Lmd6@rH}!ax2>{%TDv|?9JR|`} zvs8e{i)2bc8iE8VB)>6Sm@k#1HetDzpjcR|jB$=$7e#ykeAR5Xv)9E99O&S0DhXTw z!(Bb^(mMP>q)pK@hGL;-M{pWu;IXe2$<8x&n^*mF>e@GPkJ%8B!K}~pmy{;17X2IyN^ygq_`Yq%>y*-$odluj1RMT!PN&P9sj6&Ea2n~ha z%MMlo)MX~bc_5*U!$~p!HJy(QqZv0#Sdo`<1CRWow>AS01N4274mn^<0TPIb2k%sZ zA>L*nvlr=2o~8c;u#1tck>wX(sEl6HkL-6*;F7+<49Feu8(1z!dtBWMeD9^Mi_e56 zVI)9k*{KcXv_pGJk;r?3@~b#UMtmDMY@gC)B(v(KzG*qiT z+!*jG{t}+a&zX^D*G}zm;UL@=*!WhoBIHBHpee7+9D(ko+(-0(iXz8BfXbrcMnzO2 zTbWpkEAFSn0OjpCvRU;>>B!=xQo|x4)ZLcEf=ek4=1=>6zBcSkmH^fMO-pgzUh$kE zI{iWaFwFBTT~ni}7bm%0Pqz2|wf85hP!i4by_vv6`0I{lK%vi>f6 zO^A_xLFpoReq^>$U{p?lR7q&-x%(4KTuUVVp5W;-^P`!kA&e$uzkdYIJT-WGRJC&3iT4cC&cpD^=t|CU=Go-prBo?gUdY-IKklu9-UScI ztwtP^A)kXWIvH^FJ8!PLT4*`{yTD2)nzI0t^wqVtKKNU`xOi~0aL^mzx7e~6x#^Hg zqu#o9%zyr#yDgI{9{;8ikO#^ok^Yh2ap?&KC{FvWP2Cr7SqL$u3UFe_p3LNA{k%^q zUIfS9nOwFO9I3lGbg0k{k)2KNGAQ@A-R!rfPzwT5)}x2`$U}+fuJ-d~ZYDO~W6amL z7#r`v-=@C*4y0^ehpx>|u*h&Xb$m5`3&r^H*)#`lyZevHUT9dgSa_E_v_eexiBVxo zLzMnFS#T@0%eNVNyi4`~zI4G<#~R+Ji~X~&q_fmul0~DlW9(2u_99$?iUa)_FDXbV z=-5KtKMK7K!=Jsk+!;rPqh-#nloplSaY`zG6(IH5lm9sI;3m2}DeNw1$LzdbIhysh zg632?yhBI>x)~rYJ8ysD(5aZy)ymzkYS)zlA*Cc)YGF^XNR4~)J}RUp41`g(Tql7= z=DH^~Lv7YROQewTY(C_{8vP5>R@XjD2X4Xr2_D9OhE_Em^BR3h-$wnBV9%cRA34xh z^e&pnZy!~F$Hqh{btqbWutM`he~f-F9LBYCBhQ))(U;uR<9<<%Mx8K|XT~fKKU646axH(oPHwW(}A0Y$* zsa==4`S&cjxZ}*fkU}B-ILE~qrk#pnU%#AM{P@8xVm#gi#z*u%fSd~QDwA`LjYQx; ze~=jouclW}^v6lf{FEBrN-yBKSi#0v|o4NEYg>zN9%{lKjH)&eOc;R-(iz3E? z1JOaAa`wkVLxZQl8kdv9C~OU-6mU)@`k;cPNdLnsWh+9)5~&=iVk*3ijwFNQD=F%Kl!ChW zs{?;RqmKHVjU>AA`f{*fzsqXJ?Cw&$NozjNsQA6?rhs>R$uMyZau4b_I{PeX5W*fM z^rcPNH5nx@(1J@l0U zk4hUwI>I)yvH3FJ`l5Tgduy)c3f}xm!xuQv31xjU;H2rQ^s}s~sVeoepJtB(>lt=< zD983+X>wIhzn6mU?9p&MAVY|~bMnumqtT>>!~2-*r5%s@nY*_FxOjdXlOPN%Qhf@6 zsd6hA4d5otWy#^}(qI|&xmuM#ORzIFD~bi9VQ1Ag87Nd4vd%FkIUwD-t zg6qr@Rr>PyOmFf#uF05pfwy!F(4)`plncJH+I!GQJ#;u|Nz7gKM5b-(3lQAy|5uXy zJL2Qh7pVE9D;iYQKc!FlA17_42P*Fs6;lXM8G6a_Y^z4F=Y3I?6MkZ={DnmA-q=sg z__yx0d2Ll4l!p)AR&DGBeb|&NsRq<3q?No(U+YE=Sr*Pd103L}3F~$VXbjgu$-bt& ziBHX~-s0QnfJ0YDCaoex|7p`_Sf6LOos)g3@scs-Gt`&E^BN&Id4N{Fvh#LusKlAD z>~`V`rDx$H>!HfmEsAIp*f_T97eNT`Fmpg=Sy-l7qXIlBEF<1$wNKhW%6GHM=H*9O z2W1AoiD+(AGW{bUC8x!4vIvzt|CzoPYJ`Rx=PuT|LY^{3@+;Pm$6Y$@eDI{3455;M zt89iwL9S%J$r)xuJ_&vzIyJ-t`2jdUTS*y^1Av(*gI|0x%pj3Y@)=sB+MkP>bYEyo zG9&8A=O_Ww7i~mK?Bsw*TLYW?z9jv>5I`YDY!mHS6;S9Pa%S>5HMcc|jG%Y;FW#HB zz&@MG0K4Hgr=#V&ySu&m`p4jof_(0S?S1u)-e9eJkY)KbGAg1ft&oc`vicKRSO;vg|WFe-8r)<=(rAq$7Oovvv=et;Ye zO;0~tIa>OsP58$tzI0kc8u>$L*h~XIJ^gdgIU82aW1cCT!Wk8|wh9)Au*dv-W6Dgd zs^746HH92GnvnJQPKL%H;LOrJ(Xbv{xazFBboW0<;{?8}t~cM4 zU!%u)T%kr4>3WRGhGXq+RH z?b&us&uRN0T|;Eyt5nfW`y|Sw{-auDejw%jZx-ZDsksUtm~QSF3C5Yvc4Y>mntio7 zJpn3{d<{156BQg~gaP^Y(@g?gxQq@xl+xn(HT`f>`2dvJcpWGabyM5hyILCNKy|@c zW8wIFJ3oF-n%>qHwUf&K!dTFHdQSZPya-z$;=885JHa3$f zVqfwD;H5I@EjyB|shFUe;5l#z58y3D57B0>U4n(UbG*k9M9?&coLR+ zH&xHNB@L_2SK4>#3i4JrNACMTwH!ggBga*_5YjQn-`WP=&(6GTO@^Hdf3ImEjua7c z{p9WLRZmhYc&$b~2LJO*ciCacxa|nS?I#_Bmnz5&im)7eF|S2Gz#l z4?1Hwp4S?U`~nwUxU&dL&Gd^>hGe#8g9V z911mwfn6>+(BUqSGy9uWA;J7Y)pS3sR#lf4<#4u4;&N0`i=~GL*Lru^fE~GdYkBw~0Y(6UrekL5|h_O6~Kz zR{&t@)Yr4*?40Ykjx&XIM`m38=`?e}TM0;RS*ikBqa)Ur5WLtmRWy-UljptlU<^uC z#VO`zwxZVJyIWxxM`lan1GZp@-ltZJH>r<0+i`}9Qn?;j$@6@Ra z^tcf?PlQ8V0!`g8`hUe;tYtI?^veALM!_Sdici@ z<}^l-?ZNYXoLYW7)Ld6UEemKyz7l$+Y07=d*TRTY7Do{oN`s#&ALRXp=|Wwtdf5GT zew6U#?R>5lVeKj3A8qg#ftfF(8N1Vm+Ve*%r9r>$89TY*1mG)wRp&Qs#|Gnzh{GDO z{;?Sj+{n;$w~WaO#H|FH5dm4aHp}WB-r?#`8Y*|kRGemCE8-nc6L}3JSxTWf2-}-5 zf;Z$xpND;7fstq=T|yWJ`!llE)a9t?URR>_?2z3{e^VjYcam8cxMTFSC%8rw=};Eb z4G;F@b(*}OxG&{P@!DlJZ6<9)W^ zX-Z%_gkD>_|MBHRtz+C?VrdlzY<~t#Ld`e>v$7uYhg;)8I2{$7VKvt3Zt3BIJMcbv za8TylxuJoZ2HlBEMj?!~qk*K%Z`A z>jjJ^T)?!nJxOC{JWehv9}(y#SWlR?WCJ9 z*pqM!@~V9ZT;kc`sk^6CG%zQ4$vbaJ9GdV?G0yLKvDQ zn2{Pi zLT39QqrBiaAH2>IkB=_B9VN7!-Z*5OE;SLw@l?ga7O)w3iyppDcrk>Yi@C zVVFk6Z4IfEMWaC@Is3?v50gYhWD0h~mlhfqzQq6bGP?S+AXkdU|DA(fxYD%vGOKI}Kr{nkx zXD7l$K|R%cT`U>c4eSYyk9^g43i{5U--;ue6u*5PYogv4^u zmR6Q)SdpQ?!*{1KT)wnnZ;2T}m8xz9ieU z7N03{VkkaU(ORliv8(V`eR(!7xgknc=1#<*_HQ9llzD~91$V3xifEo$6-pEq6?47n z_v~F{O$skEt4!k)IWe~{?<_fJG%M^eZ`AJI!8>FVV(M8T3aJ-{DLmRL@+viC<~BJ{KN= zhEjKYSxV2KXs1Sb1Gz=5ban6f%CHZr9!OmD|3$eFw^28@s?1axrvZFy=pj$uW$S=` z)_`hL6F>HSb_u?^<)ArT;<~HTcWHRs5GNI*BGk}->o4^s7f?M3>wfRrtAx5Eu@5l< zB{ff~=Lme^nIg_VqxTI_J0g*Ma)SMW5FLZj8-46NEhrq`W-iSAo zs>Ba&c4&lASj{rFgC|h!@6PbTk(KiET@G#UkbP#bL78ynu*Y^F=@NlA_wBCgZ;ce2 zj@6qSzeY@@r%z4QaJrF0(8q#sXWca~yCDnWv;?}y4QgH9$1v#P?rHIpp9_Xoei$9o z$JNg%1v}pRd{=?yD)Sx97F<-)6U@X=W>00qa%0_CsqK?W;+_cnO4-dCE3^E_(k1~p z;kl;aJjt&=3;W8OPF14f(L3Aik)p7Z7526t+$KmR{`yB%|HGY76{`Q`K)+rFh$Ze%! zd2uZe2p6(H8>dDHfZXfVX`3@{EJ1L^II7~D60&xylu2Qkszx6(6K5f>sd>$#SSN9y zvVDqWSx8kearDO40H~3UT1JJ@)uA@mk6#Sd&zI`0pm*hu+@FYuByd{%|tCJQF9fflZ;ft6#MsPtYkg3aMn`>Pz@qB6Com9Yo(jYJYw6E~O^Qu%QG+FMp!ec=aDLp*B{W#*aV&nMm? z=)?8I5S8fQ!E+**1?Jik>?Y|2d7^ZDd@+4PmDGZJdaTQmh?H>u!EFDB)1BZi6m8M6je4)!K*l_a`+JMn@h^&asj_jnun4rqe1B zh-GAe?==WE#x$Y&k}^JHdI`R_QWfA9Zaw^_$SZ(2_h&YKwv$|*=!*R~A(PNWetGT2#yFl&xZ zvzFo?+g=sUzbY;)YPn|od@YoJ+cHxmAx%Bt^>Ip&0gIbyQ~ZmST#zf^tiEJazm0j9 zld~ma4m+lM)8Q#tW-VQs5W#L=FOq~fmzF*`K6d4o5fkEqUB;{MZnGqZCRUfvG+!hJ zHTT+*(0NK_%bznTB2JILyc|5G7FV<t9Jdt&3Q)wQLbj+%R^B8_9e7Nr`mYW|x0o~K;A>+gA2_b`k#wG&aZpsT2T^#QA) z6VjrZVG#?|R4LJ);7zj>!$QiA%YO{tQUFnq{oMw37qGDhVp`{)EcO+Bl%+u0s zx;I;j#Oz;CX1wQzmA{S=p?*hXoRo=NyPk^rWr$)fuPOHkpR8q~_}4qR{A=4AG9uhQDH-PtP9n^~m@-GgGI&?cr1@;%6vR z)Y_4hkt`&Z@PhGy8Dr~zV$D)}ZC?ECc>X#i&JM*{fr|NsS5DAJUpp^YprzhK>VW!s z7|2I|^k^2P#ac!8OPz8JK`RgEetJZKihbe6fp9T@-!mf!DLTg~*wYM+3Qz=7YIKFz z_FNrlhkEj{6+AouN^Oe299eB{o6iEA(tq4)@svfY_vJ{|MWie;@wA$b8up<5YSQbjUGaHMrVlr+8SVYHVc)5@&QsM14 z4uhNTTCCIFGJ4g0CKgZS*P%Wv3J97cMQ{U}ILJu=l9y#c6b=lF(Koph^B?u}WFUo3 zl4~WSmcWl@^gmB;au^_89+`<@Oa2{~C`=#YdwdB88?Yi`+GB$veAiA?rLf1YRZM{) zG$BRNQJ9TAvV|~9aVjL9zZxsjD`>UA zw50r`{Z?e77t__46KNCtI2s18b8%^3TRN&svHXOG$J#3dvR-U#jW8OdnF>tUD&(_? zn!3l-Ow0u7Aj^Jp6J!u%f}&&h<-3n4Qx&wGco3ZGDL3A|e$)>e?M5DvV3C}qP=j_H znjAfU6#mTq&$iuX*5whrSMdcQbqx{^(lF zMi<`hmeM~%yGp-7$aqf1*uhiJXk5??n)o}F7D`sZ9E?Wt zk1Q`nb^f?`^UNV0AF{DF!C6nIk$k~qo4eDQ0#@b9uYR$Kh8x}-f3mj>c00(r%FbY& zzhw5DrS$dm@{71p<}oarXyNwG+}!Ti;>7CW{C-rIt;g&m((YkJlMMlfUX&c)G0C4w zGcv*HWnjNhWg0pqqo> z-Lbv*?z8j7{{5w{`5jd^exw;ruR(tNi?Z8KBE)L8v6;KHYJTs0w$Pj9sHL4JYHz%ZKoQ5ca$hj3n^fotNpP zPKDpm#P$CYf_@{@;;em}o{vNfH_6>F(`jK&5tzn`VzYK^?6Fln@P1-=dx_{ zy>wN(JLJk&Q;ax&|BPNLzXv}4p{9ahhw(~(?%zmVC7t|aS70Kp_Qvmv3v*17TaHpb zX1MOmosi|Hcj?dS(Bt9yv9ezpdm7U%Lt_aM9lToVFVWUfQ`ON^HWz(N&ArmI?zIbv z00FQ9(ujK8jw6RKQ#&tFU~=&X;zhJ4!Y?~tM! z>#Y#6MnC^6me*!(+}5S0EG;RHvO}V_lc2ewqL;<=-^8Em{2NvN<+SrdklVWMIYH9i zMUSyo`PcT-d;0X#q}P`tR2#V4EN#5X9W&3MV_mX)zxNhklLc)q}% zEmnu8T%WqSg^wW8tA+e~Z^7(*CZg*Xbjzt%AZl0WlY&IgTMv`5r`EV|Ml-b>w=z@* zq}^|Zsl1|?zzH{7%(Ho$ePqb$6rXX$lU_Gl09%OG5Ep_kDhBQ`UE@LTU*KAJFa#woS(EA1$(FjlKR~guO%2Bw`{{e+vX$1fP literal 20023 zcmce7=U)@e_jc$VRO&5F1w=%84;`dQ?@ASE3J5}ikc3$jfXRn!a=9;o|&YX=gGSH%ceej-q^_#^ssKP;63vYR*}rEZkcpNWpc=uk^A8O$(lgW0`k;5H55S=)zaQ!X zxaY|pE#PKo+!E6_%bA{SO?@FaLkJ;w0{{c+fE%|EN$>^;pU~1(WD~4q2%Q4Q1BFQn zfIssMfZ^k@J8CjbE4y&$GYi@o*e1P}p22>>60 zGa-44lMx_Jhy?&{42cO900Ia=NCli$(2*i9l?crM%1ctfAi)|y&;(Fm4-c>mM8qBc z@Z7gE04D+wapJ#9st7Mgh~fZ$2!MLR?H~~e@P@zzI6S2#n!E*2920MzhZ?yM2m}BT zA(`L;5F!8?2mnAYz>h$92q4G;h6sZHS_hE(mzn>JFcd<7loRyz3FUBt0-+s1jKKl! z5D4Y~9>SD40Y+f_pN9XF1y}(5M{pq|)1K~W66y#U06+nOunmwVbpNku08AZ0^N12) zOUMEc9|N8fZV&zu{|)e-0O%%U5p0(T?D+ry;Vpmw1rRETU<3<*K7oUA?@ZYB&eh+^(#ZfE80 z8AYa?)|9e#qA-7G0tjX!plwDXk%1PFCaJn%Z!g`#0A|;nn8PYos2& z_*G_T>PQ%ff}|06nfl_F9f4|>#q?@~UuIT=gwj+ediP+a<{BcOXl39Sb3>*j>I-RgYLF~KYBwQw zMwMf-jAPQ%^MH~Vefx6e%NNB0LKj3hh)@@u<{+|sJ3h>_{g$e`CkC?~&HIl$U9gFP zDL~ZqmJ_H#&HmumbA4GOSIFzQ8vO0y;lV4nQ1joFw;$b7zpP+R))#Mn)hBfP-Hpsx zp7}Ahg(;ZX9xrX|o0xB2L?Kp?dtHBe7fGfn0DuPoo#(1%pBDB}!FrPru7RU(0Q;w5 zpvUP$$Tgw#g1pkl=L0u&w!QM{))IduS=;5CF%d$WwCQXqoOaOmL8y#Am6>{!+qY1h&$g10+5uknrepbq=1J;Bq{Iim+fj`*vk z>k~X~@y-9n(f^lgv;6q@I5w7g+j1MSje1n{<#IIon*4#5*)PV_ja#BWWc?o>QJ>#Y zp%+b2Uy1god_a*b?NahN(KOnfkS=M-w4s&gP80Y%eJ*BJI>LH#pYW>!A1|DwUC?z4k)M2^kk9Ty#Voj0N}(7R)n4$v)F^}Gml8@&X#&pnL?Z9TntT2LF>%wAL8d}pPa42)V67Y;+(s3`aocZ z!fV#MSGipIUd?hYYlv4#jx;c2OOwXSR?x|`7s3wXpah=xC4)+0u{BHv1~2bv*c@+BQ&n1tkSr*Mndi{SOdvxKF9`QP_V#520DOmO86_*0PY$%Wmy#QmE1%_)Bf_!@evEj!D(t(HHs%vVd#{IozVTEqs3Q$ zic}g^B%!zbOuQj` zsO7jo2w=h8;J=g2rB(K?NdEfciR7P1*NAq)t7AEMs8yfmuY8u^w9iVTEB%sc6tK*# z0*QK*TLX1{`!nm6NF1pxC7%6Q4%%k4qVt@ zIFQm&I})<8&YcWSM9HdPs7C$hpr5g;BE9Xr^S;3vi&d2=b~NXw(8~tzPr2Iv0Jh`& zxNL6{+r8&9&6Ib54{)C?b{XN0XN7&@k`-sNSC7;>L*iZ&6$loBscjb zr;hwHf|3D8|M`?UaHziwz0zzy2gx`O%i_P96VQ;I2|>PF8txIoFu@a^z@%{PLj~xK z*Cc8X>Y7!q89tn-9L`H>c?7tHFs$nBCjX3O%0Dd8#cU$pE02GYV0wsi{ZLC(Am4}f z7urJ7Wncik$O!IfWOfB(pcK9I1F-972F0%x1&)OzYOGq&niDF@zyPOBs|EFeYWWA? zkKZBIa2^A^I;37%qR`R;dJm1UxBGQ*r6o2_L~A&b<~>n%`M&$hl-eOWk60$w781fQ zhVx$Ims(`yhJts3GCR|P^uQs_$m?xxc>C;=T)0x zWWsfoT}_N|B-TI|Q}j>GNTt?$*#-rR5rPnt1z*C~PG;_pC?d>nCiSMVJw~|bM9sX3 zoEGg%3K-4;-*ekt<(Mo?VIxs_XbSBGERK>&tHjp9M1=d2(Ydg<9TZ`$^H zdvyG^pn$MCBnwDG%IvWMg+r$c%W7+DpKR2eYh=diKQ$hVP_9{6?sPY}){+o#9mBQ=sWupHSFf@@i3{|J zlJ;6KN&SH|wSl8M|4!D&@M$AvG)-#o9D%sS#YzeWHIOBGyBZsq7c`uUq&ctk?d1D- zi?B4E4m)6<_{Ct{wl70BkZQi&8z6&+JvK=DUSrdqasZc-25&Ql&K{dk`^aTq=v;~H ztnlw8fkhjQ-cg|xmGY{QmY(vucWyjhjX)F(Y1`jd%@A0XR_5m~WzG^VrFPG3=s)Mp zW_0xoPm8mgaPp6FmEg~22ma()FF^Rr%~OyT(;@*SgWh2eKDAa?dz$)GnY#D=neQq( zY&*AvP`Cxd0;`)@oCYD_HgYtr(xCXu6J`uL6!wLS$ZF+aRM$;spHlkSH>v}04 zBkpyh#Ks7mga)~#NfdN0tI*?Y#qF($2vjQbPE6c7y()sjt?Ad8Cqc?{%NgC^Bw zr;{t==y>_kW6M@|eE_LyD($7tHLM{3PdfB19$;Nv2pZy->-@ie88hf{nwg#jg`l+Ig% z9ImPa<@v|vjs?u{z5FhQ<9>&qWmL2OomA90Rfg$_O0QsCNLJe(dCp&hB6LL>m>QzM zHW63aHD*+{vPn-KeYEpWy)Jcg`$`q)oARgN2grr0#)&l1O*=d9TvPnMl6O$yBW?^;Z~QUy*m2+n%BL{B?4UPAdMKqDA?2 z=3Q3!tNo<~C2ti!!D`*1;)l3K$FrzFucSleAe$g*n6a)HcW zf=v|^)9Ut>QqlgKoWlXvr#S(JcGEzj&OuJ|&fpa#G2g+rHHX?xrX~g4cfVn=PUD5>aE4*&R3!wXMXL4jPhOoXDoe5Q&l-42 zkovD^+shxvAR*FyMmDV!VPcHA^WS)GyRHB2eBRfv&SJ063=QoWSq`HT!MrYdkHG$3 zZrR?c^G|64O@4Ah+%XeKA@8kQ4Lyu)TB;=O#9_On_~r{(1eLz|d}Xq1{rZR7*MrN! zc+fVl?UnWwg!??;CKpGGNA-xkNb~C8JwapWtkSXNxwB6Wy9GWgU3X^J#|lCkY~|eQ zts`w)>vhlGNrzo8Jx^MU(|uE>%cXIcuoGZhkZ$exOAE5mjE+1XIP8llBY+^-I(=IR zhvAb!UyCQN9-0<7F2G-y(K3H`v!+;_YCr~8ekV>c5_`1v_zx9VtdX+_Q_d5Hr@E9w zNG2dh6N={%PXlLEa#Tvh6aAm0_te$CfA)=5d&KgS^tXB;o%2Fq4hSoU&I27bp!CF7 zZWyg&0s{}m@V9nows1J}XBG$}sUpNjTxJjiR;6k5cOmb5Rlp9<9-MmhQFw<=>SKP& zN)mJgd2s*z>iU)0dZH%_j*lG14yq=@v-Z&z%;Aym{B}}(uC>{BtBvpJ&B>A4HXda^ zXloP*4cPL|o1qp97uGy1Dw_7DA9*XAuE5!g%_s6vcGSZD6fNWKs);u~1m35>kW4tz z@=9T75$q+9;Cm!^hioDY`PO-c3)0jHhPG*b!sR*aG~re#NSUM^LOYG$qJ*^PhPI%eSVXD>bUhNpJyt(@hsH@ZtT zpCoa)#t?Wjl<}G)Q8+orx@vTg170u3DitFKe~6ji8=YM^n&af#x!W8S^}R{cEh3Wx z--gphGY*ZTAAQlbk-O4n(7EcUs|&n>iHK~6&_BboRK6Z=vgPDZcl|0XDq15vFOa^` z*fsF}TU|{U$h)K9b**3OYTLrQOF}4O-3E*cr=Hheg=NbMz>BNe$BO`NpTubRh@rv? zrf#^rJdd2t?aF6-a`{9ePvhl)ci{{&uSkMHj(W>+R zOq}b8`RIRXQuJm?_`;}lot%?Hzl#)Oy7u}LHAOqO7L>yVbOB=pk#Q=LBi|X?50l&8 z4`=peiNKn~b}-5UDL;lsgIr^@zGf=4|Kv#LyvAEOKME2Ky}dsFC3hv=z`{xueP~JQ zchyt$e4oqhpMPj+yqF?TKd)HG&M<-t^E~mE;gg0`da1Hbz2fxTCkow(CLbTLFy`a6 z_{_;`y`*kdQ5G4@-@Dtistm)yv(YGZS>T-e2t0`bS|^5ydR<#CIs5ZGob(Q8WC>Faq!J!J% za+tS;=j6T*R4za&W^5L;CR1$sT9h$EUUnGqzpg2hM0e$Sk$l&5eXG18%nArIeY)fH zl`F$hW;{Wg^{<-EZ&*)7qSPDGE2azek;#=@qZrL7aRgByGue4_21|n1<2|hK9Tr-~ zNNl#TQeesw2Bp?@z(Gx>Ui87``-?_gwh6hvg#dg}1wz*{dxxb-P&{$@GAI2ok>8WM zEm#=}7;W{M#EmxW3)k6KY)xUZ4nnycXF!<$$xFWMRER0T)>cxtSuNNbmt zRdnu?iChP}^XZ_N0%I6t&OmhH{txcqwC;n}Kl z8fa@Q>a`p_ZNE9{S7^5^J6n7a2j^u=@pF}?fo03Mp@Ewa&)PLXt1BJ#CM$}UY^{v zwsVHeR-P~YsDWi;nJSwOwT2dq4^?sif>$sfoHmMsiSYIk*dQ9jaLyocVi4O_!v3o5 z+mq{>fEbl1dnZw9b`RWogB4O!S%8 zaQk18LhOU|RAzZhi;|?MY5U~1qOqHfi8`xuh30o93DH3mEV#QCOiDo z{(YovwfGRy)hK$D>x=av>$EhbYLw;N!8^uHM=2?(0j8OH${`I!Zh6d*g@i#8Ynim74xR1e_RU%#yH@49 zhi`BBOIb>*`iT%I-={mYNE#eVS?sRKZILd-Cvv~&aN&IV<(qnJ{iz9E6YN1EM=qvl zc$UM!|9wGEL2^(uIcms$t}wChh{N_MDU2ZYtno+hCbv+pB90$C$y3-%$ZOz>{^9MKsJ>XUMj_>-$HFmykmHsPI z*n9=T<)RO_G*W1d9LsG@d+&jvS@L`ij9)GwG1v)Dlo?mWvBL@>p~UScF*{!j`uF#| zgmZzu+oQ594I`OWQ-xLVqzsM>qMW#)(6wt>y|`vw^SW&-9(gTG@<|E2%Dkm;JxBY3 zX@w`XKq0o^@tPAN_wqi{K1U1Li87g+@J?fZzui$lXbf_vi2en2wP?fp5sm;(IjBzB zsO~%c2^KtE0KzUZ+)m6fB|MtnBgDFa}e zgS1#*v<2|dp}#34mIp}g&oj*O01+-t0ol$q zJtb&omz?KW7XT_ELR)n%6_KIZgDG6sbE%hpu-V=sNo(JBOs4VBw8Eb~P_1b_QyqaB zGVSa|*&s^~QT~#Fhn)@5#^#Oe;lVQGijxJ#(ox`%3GS?o8$N2>{(j?Pyz0xrahX8Z z@xrMoGu_>+2HtHx1;nY9$FG98OBT3$`0c!XXn0~PP)JUfuyZ~+!ScO?>OWnKvpes0 z;m>;?z=}wrLCzMEgH$noXvFW`myHR!t{ssw|@ zJ|gL4MXXA~f(%`(($brKi+b3=6uQouiMK6W+e#N|6E{{3wk?%J?QSXJld*_(;$QI* zw2Q5+C;G3h-Uwmb_HR@D)GhULM=u9@A)-1_!fmjyTce&!u{*6RR8c(jbu1e=l_o_N z7&;9*U)1g-B-5!_oGtWt$LpE-`Lg|S*kf?h;&2~#@gvrC1y`xr@eN88oh(6+82@Ed z1tP!TD;F%aCHEL37bOd;F<>y`O7^kva+YGT_??PIe7O-4P_;E2-|lUGUK(c3yO7(Pn%I3jk<@p*{q^{@)sTI&i`RfCYl-F^Nep+dO}xY&W>PbUo&4}W z4|RSQ*JSY+9(%OJW0ATiio6KR;KF6{JF>J??r1w*JJSf}Xxl3bGzxJ7cxT_wHmhkILU;H^7tXs<~A6D$sd*^jQW!E?$?i(TDTLT70kBW(`R zn6JRg>UvaBgd~_@DelK&S^Djest$puOi&&&r(gYU@QKq`gQ8noPwCvRkI4T@=^<-k zU_IUi+8!`#O64g2_28vk8a?xK&H)j-zi$d>W@;_irDm!|1QFIY<6g>d4)Jv4rkj!4Zx3`rYa6!-Y3%R5IKA93sNc(9B+e6_M2?aP zPUsv0As9jMMi3O5-COW|U0a%1xy$^MwQGNTF#pfrxCq&4hAjEV+QIxZ##vwW5ED{n=_d+GT= z;vvq}@nKfvDT==yHky=L^JmeZJ^k1 zq~_F7qP~>4*1ScpQCcUcq*E-tke?%MR<0;7$Jfl;K};rMD*eSHTZW~g!cWiHkQJK= zLQ&$R8($w`No?FR>fl zJ(zn9w}B)O`9Nsrs^X;jJ~{(kU4ZHTtmgo)e713>T$g%1(yo#t&VS75i=>IWb$$~+ zWi2~-?tUY6{tmflF9u$qU!;EYJe`Si6D4$D$JoObkE0khuT3;C!uq7Wk0(X)BeNbL zBtnh|FErd&{ycwbKmvA5qY^v6z5HTUU1hEk{D@ocSxrGp7vk;-tjNB~k_e?se84=} z%D{$b;B;zh{1!q#rFr`2zgM}Z#AqBw+(TYBEI)djF_H5xZ)&<0yVb=@wa(!ory-L0 zu!H4R0|wmhM>bQO{fdy<`Za1g_}caTu*Cir!-5xZb7V{a$6h^8b}OvrhK_G%TFYCJ zb^k+uw(&QmtOxgF_SM%>qvXmjq7kO2v`d+fFtOKvZ>|ie!CG@FD=I$ph21W(C)3jE zVbx?;_bSq*h!%&4c~Qy$IYZn9eX5t(g`Ar{_8eaS#TR7a{qtH_Yqw^B7QJMA_^f0n zj#fm4iI;O}iopz0i$~`0npD*YOa0SC%OO)nHKiPw`1_$mH0U+UOa8?rhdCQvYWVn= z)!$GpRxp(V#ST2*Ux|ff7N1Csaq6Lc;r#LL;jv9iAh`{s!qWWjlGqdlG&^g-rzHJH z3`IZ~r%aZV6$CR-QnKNk(bFL#f1MnL z1sY)bBqt?^d=Gr1G@xpE7_aN&EPA&60>r6uh^{N1wenu#Ln~Uc;@Hxha(?NjY4>N6 za6aD1!qsD+v@d#ys_;`7yye|^Q)xHFSM)CJtm~~HiV0%#dkO8|gP{=O5D`k#VIceH zYTBqh>dXC~K%usBP3QYjmus@fU-ry6GM5>ERLk&x7p=ipw(kD5i{cpLpBeeSEgk$Y ze}+03jnd7I1EXW*32>lac)%g_sz>SRR-Ws+N)Yw$PS zwB$41o=vTPY|X%UpHfZM%1q-HWgdYs&O5oNWgc*{QodV;U*dh2XOMoyK({gnO@qUA zuVaO8={pv(a0eHbFi%|)nB{jfi>L6s-J^&8w&H6VNs66?g^!f&Z({BAnxZ`({7^pp zf3X0Bw-Gqz5W9tYBNj5`;N*Kh+=^7}JtWBBZt=I}EgD^7ou>{84su1RC$OG`9akPk z+_{;oaxu|W45$x@bAU86Grmr$a8#9P=ugcdS*aFCC(g|h1yy6Onx=^37M?t&r3TiF z1&cvFG2wUsak&Z{ zRZZoy_q}1Bj{Ms1=Dqe}sVe41TGCd$B`h|DIpX5>B=cia-dGWXi`h@-{B_?VPYjru zKIbLa0^b>oE8;jqt)Yb$J@FaKxeu1tIGtZr1g5{npQ$*yySF^WjDHi^xp~olRby*J zgkp74sVSpuDAT#J^F?x|7D~W^#ju<*;F9#chCZPtV(1QvWBqvTPm}elMc-;|vRsb) z>1N*tFW3HAa$kH$-7zyi3k#c@ckquDA=yG!thfVGOfbQhsFty(fRJGfHdI*orE)Gl zD&AJqyZ^gtWm$Pa){0AbEKq{xO4S$XzfX(4?0E`n3Sis}>qziMi45k@G(O~jW!ptg zt9j&w|1l^PW$o~6GD_&bUWEgJ@JEzjiX+*_?-3G8Z{*N0?Dpbm8~*WF3V>5_xFKPv zKh(*FD~w~FN_Ecgz8NkM2=f{Tz{F&9J7b{iu9wAnPpg)=cYq z#vNPYb^`IYm=s5x`_t-c$zi`8^D4GL0aLpa?ZdREJCK3)pF5thsMOPUE-o%Huk*1~ z446i1>gk=A$%!4=24NmunUT4SqhCm_+^UrRyD(ySH6AssDk2=TLX6RHF-)PID1p}# z+~HIoms?E9IB0UgpBcd-tYED1$DLO#Je4rZq1f9aW{0(o&#-fJJq%L*6bkqnSl4e4 zGA6>mC&&G+D|ootWZx${JB!oLtW1mEJe+qFVs)*r`YrK+3A?kc%Ac(1%;Kuq8zQU= zy_Xr)ng9nHGuy_2x--6his!<3*1NXEmlv-zi)9RhTgR?JM6+t+Yb1)2nU5BnhMb;A zg3dfLR2k-e(_D3P{gKO1Hx|Kv(5D(_UN7BZ3tT^P1Rl^2*-1s8pu8rxr24cGzB(d< zW=$))1o8T1@lJYq%HRJ{Ec0U6sgTBF_4R^2Dp7dspjn44cK5S#e)S}Iu0UlCl{|+2 zyNqx;YDT<9W#D%yMnWK-YSYkQY~-_z0|3S4f;^Z7U@$sW5MGV^wIa=CQLzGimW z_q;;N2kwBA!!mQVOlo?xkHD){QPDNG_ZsL45pC~(6=W$f3Tq25*M zAQC-Q0_vU#9EORQK6O9(u$as(SYB*Rj}%*J7c5k1;;Rc29>6qZ-ofjro4>b@_S&5l;UNHZfHX4*67 z#vfU6w+SN0F1zo&&iL+_;9d5r95MqtCkAUjgY0j1o@M7yk^F0XyJ9D3 zdxVT1<|;sMQJ-`VUaxWpA-{T#hN+wE9o;Tyd_a?U5VM4F{f_f~+rWmY$=t^DBAVH4 z$#b&l5ws+jBR5PQy?wl?+dG7snD7jLdBZ`$;{cJ#=9@}F5Hi9q)wr3apO;!o5Wo9U5;=n9o)L`}LRG=Fwv>++jN5dr zX%(ZSvDZ-M&ctl#`r;<{M`MBae;MO`UFV9?Ct(_rT3WCsS(0|gOpC3pkjt6Gk1sIv zVPgyj;q(@T{`a52EH&wIO5-N#D_>#C%yL@kL*4>W33YMR=>6r zwXji?V_%#5Xb;XMTw&f0#NTgA**g2l$RB2N+Ux*OA@;dV~$CN?n#5C~UygDDq1xMR=qL10RgMxiiVrRO zw78e#nBl~?9Qeni_^|g{%HI>tBm2f3xFsfFg44}L`9m$m%gdgmP==fk)F=2YP7~Fo zw;?3SJ3Hsn;YX}7%!_$Y2J9B2(tV>iH!r8X%;?GhW^3*A!>0baBv<}|V1Or0T{RvS zvVmF(JSng2n8A;mzz=P%vKz@=mhK}Z#I5|rrUs~t%U*G~j@Om9CY}&q1l_>~o*p|V!~B~{x3@i+ z2~^gBE{v~WB8;rYSC8^kL8MHjs|yG zO@+LE%%Zn$DQ!EnDaw@Z53}O?Bfs`PBtS7@e{vhb5rf-a4TvSA<#f44=<2gM(*44QnB#nui+Bs9b=#(Q<{4kSbiY2Vy zAV{?3TQ~!&lQf~4H6D90YEy13jxkIVKx#A@2m=egLtl}soAuwk6$cqkXoA^BT_#t* ze@BDF)_Y6I9~LhC(YE)>omRP~+QMp=k4bsO@bqL|O6lL^eiiK&i17^g} z3?vTRyj;betT;Ut?x0fVc$+oK#A#~HMB9@|9-L*j$nq2|sjT(Q;H96eWocFC&$HB} zXCuQUk!JBOcRbTv>|AL4Pdu*jb-(!dya2s;;qzkVac6GZ$AOuK!5?NwLDk@=l3jFH zg1`y&FYF0CDy1KmD?cn7tOY2iod~O|=j-|hFuRLt;+Y3paI&X2)Wm^EV=1hRst$T= z@2(}T4TKDAr&3E5+(xruqMGp>%*%JTbOlm}f6lPwc1hyuhzBV5J+>)c82rfeSuT_V zatKwR$#a)PCoS!h1`ZTu+Whk2k4S)s%hBwnGK?|vBltC&>evUGaglS}b4Fyv3{s9_tJyN`lcLnD(b3(+ zCC4-*eh6s5sx z>I_s5gI^lg{n#^k*k#jF9udH3hVp*`lQ9))AB`=bnG~z_x=SLF<9u#lyP22bDEE<@ z(F|8|7eny~05|+(!o<^^_x{7{gz`Sv7h$q}>jb&62By~5789_;Qd&SU-6c~y0tz$v z=EFk_UwpgrS*@j*dp>B)?(V~yI}N&5KX)dc_90Y}1!fzm&)OY}eCElecW~GRUU+`r zzVuzodHkCM3_AJ*lIRq>;NVT?K}^~{_Yi|6P$9QugjFr$D|U?rx%L%4)tY7(x1RXC z`uTJ0<)lsPZv}#1GutTqe}57 zZMk!g{exxJL#c2K{nnjD3O!_1A4f|%AE-*s18+cqJ?K< zra%|YvZw7sEB30{Ix1$rek!8E!r1uxsV?UPLYskB0)+BZS^3L z2}1Zw%8)10_`q262{dABfAB&#TAE;)2a zr9I%q2r*_ssy2A=WY_5$wfjh=W{&UiE-$7h;O0?tIZ}I(G|w$(W`r3(kysG-?UwN= zT0S4&S;Rgg!!ncuSrxckF%tP)*{?tDZEIHC;@F|D9%cMCWd<1`W}xbNA1WXOHvFOY zgQHgRKYqOj;wRq}M99F4-)?)T6QpgQ_Nt%n&Q{_5HdsZtytdFyY(93)TB|Q61Tw7a zaehxRZgSN}w@23yPIDBul$7Fc)qGxs0v{1xL`m%KRA{v<+*(aa$0;&s zU;}`o`p&>Kd*FtrECT+hU;FDzw-zVNjcHZTUD(u1GnH6mJOU;2h~6=V%_24{fs)MHbZ^g`WJ9Tq~pVFK8L4U zEMeyl=)j+Px78P6|2nYfe6DOOCmg3iwx;sHDE0YEpoK35tW_Wqd(^dx7wW7u<{0yE zffrZeKI-pRCoM_Ayvow0n_fnv_z)E)Hk=_~rb=GA@S=YMW-faGfEqrD!|!cwZeGUo z+E#ZI&1bsN2sJiKnu8*l!9;!gni(hLhbP)dRTO7+EA2cP{_aiSg>0;<;S=>YcuYJV*P>ww66QzI}!Xa z+-`b>M5Qy4-cnT6{?)4%AJhw-b-E)K28^N|eceh6Yq5KCO|EL>W71XI>@K0_SA+FL z1drhy5dW^UYWjT-FIVy2qrWk#Rm&p%Dm4vMSNBPwjKqq<3$ppnx%02f!D`TTljF!>x}suJb+ETir~9(Jk;G{0b$!=2V(6G7-);GY}j9lc@m&H!4GWpQ+2Wq8oFvk#YYePF!uf)%!68WtDB!8b?*MnVjJ$nSX0-tV3- zgUxU20Z-3ujhpnRfl}8;yyop8o~uel_}!D^%%gS!-|*9-ay- zjl={0O1dnRUoW(*t= z(an!6wbDkWi{$rGFAC(*b8-YNgs$Ri76*myk7X)!9=!v%?{8CZR-des*dkK`v2%4} zVu&#%Ce<-%rEpn)31ZHi2!{U>yR8n3TrX}l{@G^F16RCnwrfkhb#@~6vJiERahcZj zeD%ZM-V0y%I0=`T22j40p^`&Z@m!OS+NKUYPJN5YDHb` z=i`mp>kq;V4A$G7hvD+yqI1IIYre(*;Uh*Q7_nNpY@%mx=xBf~OFur+p2eujXaq`7 zT_MygQ_1z2uW_%}IV#KwK}aRp9%=vDV!@!`1ci%oyV?F@n39R8H&YHchx4 z27;lB29^w?PpRHLo18M@#Om{F}E+X6eafg#xj#0V>!=9Iefxm6k*m88g&7 zf$g9ET3-`I(&nkKbk0u^{ZR8Gf$N`S+iQ%c(W(&YoFYr!5NtJDYctsZE%UbKr;lCB zazyyY%`2COw{^D|ubRH(LP1fH8tq6iLnuuzYpN&2S|hq$H08;TO-pXfdcoCTPR^iT zP3Ie>)yi4>%%+-7%TyoQR>7$tZCf9ia9j65b_NSWHfT`NRsb47!P6RlF6hyRta+B3=cbG0?BqOu<3Y_Ym6s9M@^eyD~t{?S5B zeI>9Z@Tq!6_&fb-&cC0)aD_l!WDoD|=iQr_y%3#$(`FHrB9tr31J=1!%40q zZ<9k_cf~QCB#uLgUIpJ1I4%PPtY?Pa&Y-2w+Rq8b9O}$G@w94temkk4b zwOfj^znk%$mH%f>_}l71*Pdb&NRBQ!aVXiG7OfeQ0vKhBAIjRzVcWdH?Lg{ahX(yb zZ@J|gn^QHruO($5Aeps5Y){@ni5G*j`x}gQ;++(HJC+Wp&w7lT2O>)zacl+%Q(RSl z(V|6};RtQrK5QVmaI(>A!4Fhj zm>rfE`W$u9@VXZE%j^NC#)=Ae1vcc-0zwb z{-J0e&)%iG-$3dUmX3|x7IJU!;Zu+JFrP>+{l@{QA5Z(I->A-pX3wjfO;$sGvrH7S<(Q5?mvoT!x#LKlM#;l?uxb6w`csI7!)D=Zh z1{@+gI0UAaIb-0%8jBw5^>5l+i9zb)8pxVQ6AmI}_m*EZ>Cj!t6#l>@&R(2lCB3gf znS=67W@{%{c7D?@`m4LC+V5I~=Gi^}LOz_?;eO_RcsH@jjgOP+O5+t$WOfsj+@qZ3 zkTP2P_xjw@?3dINxs`=GF@>e*ZBL-n&9YP5$%LcRYZsQ3w2k%scN=HrPG#FKr&wvf z9UF%vYlb@pw)wFRL&|;R+n{Rzc>0_O6%^3{rG~r1c#v}g-mg%7JMG1r-j=gP)zt%cLl8R9I=^?lfDz^zw(`#&IJ za3^?;Sus$*Tzsatw~Kc8l0JvlS6y}NHD7yBvL$Zf0NJ{skw%Yb(`Bsc6qQ4_UjeRk z%62l|g0s2S}tLl6p5&uprsz1c2Y zb7Y4Nc%RB1J8P6aQkQ9y|KiP{4n3j&eTh$M-2Gi$i2lC&M*rCpptYB>P)OqLhrgCS zodDp|wvEP`vEMC4F7V{kjj4+9whe>*vBA2Z*b5Tp7N^Zc=M4j1ygt{-__*#M}pazLQ|IAchn9^oP-TsQ;bVxh@{(X5rb0!P(+oU0fI_qTOIV#Da|kpTFU`N(9G zahVO?TpOx`_yac^^~}d@bZe@tRvu5F%9cJsu*j&Ta8KpsXxYOXZGOxdv!Xe-*atj$ zP)GaMm*>Awq#w+DYgnsVslgu0%;6RieE+sLr6j=f_NT}s-a@w=8j(`m-xP`M_3~Iy z?c5tDwAQN;{pj#JxR!eu?TPS8-(Y#gVI|Bb@){s9GL7f(TMoaZ@t#t`_amv|;D`{! zNXNR>M}|i1L1EU(vTYHDh3CTg>SC^6u+ZwYdph0a$RjrsWVS3AIc9{1rD3xK&{1WpVE(U` zGyiA8alm-=sT@VQ6-nfrBjsFii*((CFd~5+{|svT_1`zj2vOE z(I$*)sAYWn{1M;3;Ca2C*YnHse!ZRtb#X>%g%oGpVE{_yfL3uq9Vc4Pe>zgCMdte* z4NT#^o#%Y6d?i+ni36LZrD>aAuazXM+Hv4FE(r*w26HpC{QUkA&EC`y_Uw+?Dn@50 z)WDiD4nMhD)>S_)cLu%tal&IF%y3C}&SHEQ*X#ySP;{CA%eFx!6bYTP zUe%30r#>4h&x1~ZoM9$|e8~=Hw1Z`M;%B67Cgo}GyzjzNo@?2VG~G)Rk0*BZzghcN z^zRRedcO8lrH`rbLy^$Rwe&{#xB~vE#({m{J}dl8Ikj3@Ao@!!JQO-AH_jQ-igopUSn?4QF)Z#z1+X(U%t`vw ziNQkaKa12Q|3Fk%vDgy+a59)@OY^5)5nwmiv4a*y-LPtI?>hI!KiqX< z5TaxX4n`JnhQc8S%JI`_;1xOGb;g zc5C({&!-HN*B)M`j>k;YiEgF)hviP-&X!^_+`+`4HcV;>&iR1!o{00@__u}Qt}yvG z_)jiAc(S=2>V(XR73IfhnhDGJcGdzLy3hlV!WU>5uhc^juMSYtjzDiIeBU@6Q%xfl zMwpgRY7P_R4f-!S7$+=ULSZN~^HxVKB7RJE4jsLHBJNz~RolRhp2z#nI+KW-)Q4ma zbEb4nx1!Y2_k8)Zuxv}Ebm-5Ev?HDcHTTr4yR(+V|9~uwZmX6{7X_4NS*#Y?5C+~7 zrl{?6PU>dDxptrR;AR)0z}HvlpPRfqMfxss(q3w73;3Tp#r5dFUw}&C*4Df;-E-`9xg2LpoMgrI;vb*YKJ@*!#zLD3D$`-FgYH&!&JdA=n~6XDZYVaL=Wm_R>q+0} zxU6pjgko4zq;S++X2f_rX;|@5Z>sV-OrYv zHKnF>ER9BQVg=(|N+?Csjx{0aIrrpfRvw7o0k=ISU*8u5kCLV|6?=Z~2HxQ>TmJbr z7INJhn(QMZg5*Ez%LBbt*ecazH@G68|3i<065C{>?A{a~|5~5@$ zM;zo<*;dR{_GBYze>5LOZ<$3L>UB)xxpUg(^m8--!T`g@y@UC;?E&19g5;jkV63l= zV}rQ9M{Mw-$%)lwsw(JZpF2BNlKJxD2PaLxK4wGF?wN)7i@;&gf!jBcOB2Tj zRtY4Sh3#SFYsISg!5hp*oQbp+lh7l&2RL81pIE#+D%hLZ#~rYE2vnrB!L{sQ8@Y8- zaKdWWG$RwabP+KmmwL+y>lZ|U6Z-gN3oDvjwRROYofQGP7#{Pkt%CFb#m%+?AH@jE7xmUj1N!Vf+^c4Up-Rj11X#1XZ6q6ZJo~j)G{?C zm~u6(;V^BJlAhOR_1mF~)|d-mCN_V3;4FoQSM3Z@(w|_Bp&{cSxh>m|3Ww9KAAhFC z)3C-r!lSrxPVbJTNJn!;Yx%d&@{=1O?)b#gxph=`ZdI3JLjRq$kIo|n3*3)*ju0jF ziJ}W>^z6Lj=dB|I4WEjUR$Ee1u`NM~`5@0&rI5r86wjrN`uq`!|8A3jS?rvauw*e3V6Mp#Wg9oFY7Ka&Qf1I5KC5hdNSzAupcQvycrlHSXvR^ z$ii2Dy9!P3G|1L-kLEZ@MSu!weh=+c(V6Fu9DQcM7HfzeUHz`!vc_z}U=sRQYCKki zP@XL|V$DK?5S83;fNWwH>UT+`neJ{iRJx$TJ8m?LddGGRS1-fd<$KruFn$?v<=*jF z3+M3+!CoO`5Bxdg&s-Tw45uC|UFos+?2`;#NkJ8r3yJ3=qK%zwe>QZ;G!>VHq}#{W z6SVb72{9)u-dX$DLX)5|vPwaKv`%+7P_PX>1R)p270rytMyM61lb3oMP~J9)t8-7#^run zJMEk(YN-%7J1+b41Cu;F%wfm6&gouolP=TOD*LR;Of_NPM6Tti-HgR!1d!y}W(F?e zJGhq6*qyOOvfd3?=i=3>s&UMB4}0dwwjg~~wXdQ1k&l-k>j=orEvfW$e{9Vun5@9D z*(jv%>cILQ2ySnAuk>ql+JU~@+;(^YB2hCtZ#bcIty#VuxKZ#D5ggIRl>nTVCoG_M zvFmZal+lgZwE1(D?J(ByzOjbJOefI-9tDp&;FNp1pC;eXK*D0NX41BZ8#!$q*kEuk z#?M@dS1=&MWP#i0odzEf`EQFa(x?n*!@|kt1j=Vx%DB~j!`bnX_)BkjF}DH_1{qjc zF!YJ-tLWn0^I*(Jg~ixV#r3+`Q^z3E4{u<;Wyc4ipV2uE037z=z6?s;5`6&@VfJKx zg4*zF^+#89HQyndA!B=%&M0brQI+Sbfy!4nuqonvzH5+NV2kg05@r+^9Ozld?$E>;})H{8(#J{t%s&Zpo;UiJJ`Fcz6mp+O5 zMb{#c#`-;m0A@}oGFV`ANYw8d3!)_j0NuPpII&!8w|cz|dxKUAHW_Ev2~L zi9}`eF|Ly!qQ0k`MC)&EV0V(WL=#i6A&csA`1=r~f`MVH9m5+8E!T##Jj+k&`)57| zkDn9qIpt)giJcJsr+8#vg&AjV1X;cOBoWMb1@78I7WZO;usa7mMQmrSQ#enh``Feql{mMG0;ow>PxMzR7=r|ku5aUun17U4_Wo7+AbO1R& z<@805s*Eof=rc>`opVig?(aLckbJtMP3&6M7VBgBcgy(4*o+t(KM)&bxMyb2x7ttg zzV!9DGng?o@k*3V1kW{#6`0wbMsy$l_u{bAm(KDHBv*DOQ#auXGW%+APn>x!7UtoT zVw3N+RP5=0wudyT;yW68_f+g220aRTQycYUbedYh_WwL)vL8#}ZwD>b_E;|bCu44W L-w6A+SK|KwxR(!K