From 9ed9bf927b89169be37d10c9a60cfd6e27f77755 Mon Sep 17 00:00:00 2001 From: Jamal KHAN Date: Mon, 14 Sep 2020 06:39:51 +0200 Subject: [PATCH] Fix formatting exo1 --- module2/exo1/figure_pi_mc1.png | Bin 0 -> 76866 bytes module2/exo1/figure_pi_mc2.png | Bin 0 -> 81024 bytes module2/exo1/toy_document_orgmode_R_en.org | 5 +- .../exo1/toy_document_orgmode_python_en.org | 116 +++++++----------- 4 files changed, 50 insertions(+), 71 deletions(-) create mode 100644 module2/exo1/figure_pi_mc1.png create mode 100644 module2/exo1/figure_pi_mc2.png diff --git a/module2/exo1/figure_pi_mc1.png b/module2/exo1/figure_pi_mc1.png new file mode 100644 index 0000000000000000000000000000000000000000..d4f36f4c13035c065e9a1acb40309873c770b243 GIT binary patch literal 76866 zcmaHyWl&pR*zFJQ5ZozH+`T|?QXn|N-QB%NaVYLkiaW&}3KX{%ceg@Y+}&^f@7(v( zowy1F3!Mxd001nA92g1!@Hzkhmxu}vd*xX>Y7zjb0SH)9 z<74(wCnUuJqIK#MU$L=l#hce}PQ^>>Mq3%ZEvX5I^dn&KZGqo3`#Sj&Z3rss9jXIv zxe_NvFl82z?QhWs$=M(9(FF}3HA%mcl9FC-U0TfMXkK4!xBGqkp4FChPl0>eiq6~Z zrFm?GA$m(8x*M1nNzM4**mVrgxk7aNpP`(*2Kx60Hh#?iiQxL5cdHrRg$eyPocXtl z8P6WhL*G2*&+cOe_-B?zm{P3!dr2}63W+Bbl%!_6gGF8nnipbo#_)5Y=(s8tS8RvJ z#TVnM=Y*%+Q|ib`mCYMg2U~N0#5U(NJV6mtCR+o}nO6RW%zK8anck z$qJVQ+;yG$Y(!ypwzO!m5q;KUz>eX=$hKRQ|#; zRfdfTeI+MU_y6W#!_G}QBLy}twNl9Yvi}>cng738`F}rZeANauYLD|}oAc#)^YznV zmiNipeTq2j@p>t~sCVlB^?yFU^g@8F?=W)w}x0nu|ad5)P&B?pOwYrox1^dZOkefn~8 z8gMl&tH0^3vj*8g5#p)=225pj&?!si=bWEAA4{ngM3HGWL!LYAS zRQeaDvs*Dehy%Z=r%!(9tx_hGA}1o|GD4zQJN>HY@nFO7ph?99-WEMr#kT$VQ}y*s za=?>nz`fA@x_M^oLQ_LAm3X4@dWqLz2J*NN&Bl;`VhNPlexn7_vCfeu516cakwmN- zSq(q^HGcW45^#}nv=e&!b_|)UB9I2iSNuK5>mo`W^p!XaQ_=n#uZ0{l4r7x-*lkx3 zloUAAmCfmn?eNwyFpTixjg|g*PBCG)wE5>Yf4wivtq$iVV1rmb?uqi2;$Ie z;tD4-{LKJ4z~&WWhHu^Ps+T4tI16I=PB?z&8Hf1pyC6C~Nfq%i@lOLvYuDEV+J)g&a1q|5 z6ZJGnaQ(O~>GCpP?flu!h5cgu9yKJzZaJfo(Yc6bEy{6qf5`pYg750+(VH(Eh9d#P zIB&!#eoS-V(nEMW%#9FDFdM7_Vv|gdOg}#4H*fguF-g%k+a3#qDfYI|yzlWsqCIxw z!sXLWGj-+2&_=8_UHWB@1+E*dDBx$~lqi7*wjNd4`YS2-!$2L^Z?E1b4ye{j<4F@p zSx%+9`6YWwiG_)csi7uN0p@(d@y!oG()iQCWD@8IVM)&iKer4bd&ldb2Y*|g_zTt% z`@^j874g@Ch0UNH;b|+(Tl6l|I-KFaoj*AOa+q zz4k|1@U2v8q?J6W71hVZP$nco501Fy;g zAIfSDU$#)hzk8o6BlXp+)kf%xbbsYv36iU8~;HMeinqfv4ib z*JR717rvT2(O(N}1n?oi1DVvHMQ5opEU>?YgEwo264feY6Qx#VQKz}6W^_9xb)OX6 zKqbzc-XS9nTH=D%-y`?)>({!jVy94UFDt#t31GKMYnX;SwPpfB-XNj*gQ05gN8|LOU{sPCaX1%cdCHVGy(As?90S}u5eqLx%Yxh=as<%fYch$E{@rmwS@%B^M_}lFKVaAUuiw%Jp zrT4>uPs703V>e6!b44FvyF%ss!NeEF{s_(s+W1osgcwtWic@~Oe-Z2&V3ndfb@A_i z+h)@(xl_U3p(ZnYaQQ4BW%t+n?Hv4*`v8z6vq^`ga)D`&3AZo+n5s4-57M6SeFa~{ zyw_o(m44o44%}VW9-=Q4M6RyiO6v9O822NS0@$?M^r@?-nvfH=ssk5T>)eTHqI#Q5 z4pRas4wbXo9hcZSl!RoU*Y*-J>vjnZ1p9Sf}r>gl0kkeT?Pua}-eZPGM%o2vbXTM8oodY@X zJLBWy13{6y6FIB??l6@Oixk_xn@vXpkj+^k!lu>Yc@vELiph%l|J;(ff@0#waZ4EB zC4%Ja6^`nkOv{URt%5KFgoW=iJwZ%LQ+$iJZa=cDd+e~-$eZwHcU#_%OXJ>MOnI|DTIcZS=xM{&{tD7zI(hz@osDprPS&@G z3SJv?nMZUOZ4k+#Q-IiUQEfmg>SKrc#6dA=*q_U+^?yGHGss7tFv{$Rpg# zShUxBVwH11kd}6jmrLD`v`!VjTX!uM{K8Bh2B$T#Fn6b1KPN9yE$8LB#(1-{%R8|! zIIf72nc!SHw+(DJ={vGBg}>Y4&B6?QmW#Fy4((Ntd%D41a5_m{S4ziNLb@ z7p{|2TU0pU{H}@`aGT&TSV%ZQ0Nw}s?9zs}ux~sAg&A2xNppr*Ss5TEdK;wJ-*cpw zV?I2Bm(jypxX@N?j&qHc(g_VH43tjnHS_afq9ZJjtZzb?;^$|Ft8@@)q0w zw+HhYDdR4@q&%v=BRsN-ysB=xr6~(8kN4mv7R_&(Q86<{xO4qTh6$U#fvpH(aN*{G z(XtlroTNIiz-A8cY=IHAzW%zl45^0{%_TWhdj*@wc*sME3=fK|S-^YO|jw%9&RD@u{UY zsEN;`cgbOeAWZijN-;KVQl8{wO?xg2?74JF^Cm|LM6jMw(8Go?%Pu?PyRcdmc(pU_ zbdiL{^wgqK+k)>0!u>TXyb!lV9E|L0xmV)Rk`c*+$qfQk%oGrx$RBSS2p4PhDxaGg zVmwA9s$8{zA~zy1i}xN z=q zChGWJt{_x$^ESe<%N#Ieesv?%eTJ z4cGD=n_!0+-89iP88|=q>R`%sdU@5bsApITmqfOIYBKjs{}jvZA~ZC8a3VLbO*SK? zk=Xg+;#P*&j;!cWDeK2^8>{UIt~qT?_kF_HoZZYeJV^w4`}T#WphV7^7$ay{w+6kP zgYMVA$34QOJ;7q;b}GIh<|q(|Gr`H}6b|TkP-ghlQ#KiVC^fatW%N?IkO=J&w29kE`TX%;=jR&{!H+F!6Z+Cls0pEibdC^PuIwhZ%P@;{ z+UhJQDJp-zL=a?l4xESby93GFA*jL{3&d>6J=9v^3(v+_PFq3VC%g{F^t`S6PpDoh zs&9)LY3C6EiScU)7xk=)&ppb3+uy&ed%t`0ZOzQX_+=K1+jET!B>Jb+1{fzPJk0*G zv>HP39CuxcB6Zm6`Q|a)i<>i+zR-+`%%x~Dye)J>Nk&w}#~4l$NppYt6LI#_mibz< zjMpv`BA>j~;QnWRnX&|wUuUVpr14Ozy+~G?WYhjfXV-D{_fhnrfvYjZR41i@IW0=i zicFv00lwrVZ@#o&_uF-?CTo^;06|2fYai}wbIyxZk(GmgaixX=^OwD=ryomqh~YHU z$;k*>UvS_{n3Ff&+9Cl!od!+G^%`bg#){qj4O}}_w{NJ$h!Xy?sXy_klwb%W!cZM| z-(lP{DUMz1Tq9#-&qVg>FyY(oN~(2Pu-D6s;i_n&HJYIu_1>h@whKeBTx}CqI2xLcy){xnOk5dVMR~@zmh! ziv07pc`E+cNT!8{?Q|cGVz&_$KK%-5TXD_FBkZbrC;MH)(|z(=a# zJkL-;RPm&T)?t~Oxv=+Cbs7uqjXk9CN)%dO1w4fx?(sqJ+ZmniemIXKB$e-UK2244 z*|kzbP?HE1dR+W+qClb=e#(rGk8pD3#v+r@u&X1C6W@MFD{FbKh}pa_uxG7uH-Gq8 z%b=L-AWe{?ZMGuhj92^XwPZ0pTu?W8zmZQ#ZhY`)ck~0TurRK#aXE_V5*HTmeHZ0} zyP^G@Nk+0)5PlHDfsnucNG1q#`oq}B<-6Bn$lF5X45b;lLy1b){<|@pOy~+l9(ejb zF0q#3;Wj>Sh-Vd-v0q2&?>8Uek*`WIn*o8}hGaTu)a_d5J13Wy5HpBS@!{WKt7LwL zH=dj3;{ZV zciM6rGqnnQ4`dV1@^+5{*+r<_p2@ zf5OHOaKPG`h<0`BCrMa2^J$~SyI#>#`o~V2_=$(J-^pC%-+TJrSM%zI}(2KA6+i4+-&6lvj; znD0htgs!f?<7Y>gzCzC@h*yEZnM2dXO`Ey}la?4%-JHLPZ)9F3*!R5PU~P+cJ{|Rt zOZQBh3b7Uk__j|$MO&V1aEd8({lQ5&)sYYE?jqko)m$iHx?LG18; z6y8(l_F4NO?|45?N%vpse1}5y;8L+=02X?lhd=y-OuY{8fPb=0Pjcj_6d>{8tVP4x z@$g+mnq@xjDw*BAEi1oM2C(JYl08xZLh8ybK5!$lJ-%KJd;9eOw)52hLAiM)${53C z0B%@N&*%OLCy5D3`6)6=Vp$oV^ce0tNBY8fOMY<_y-U_bU-{C4ow|K@(1)W7{)-NR za8QI`RkbJ`6MDg_X5(a{YrxCQc~mV=1Pba0TH?g_E<&M6A+Sx{S@fuL)pk?A>)B2MG56((#jArg@Pd04dy` z>pwY!+tEgRizEpe=TdE_4T_Xf>PWM;>9qaB99_T8P#Y9JQ-H#@C~2|iq*@k-SSZF* zg-3F4XeXfC1`j@X`Lcb3(us18zC~EKkuL~e($n%=6%YJ5EYsfCNoGz$RH--av$|ySih6-Z9bK)lD<>Kaw%JVI!=11yZL>(pf}r6^7HBNZ*#~N zM+13{Un1yG(gYQ##T0d1#yp>OI#ZjrCwYAR5chS6QoIh}=$QC!nHkxw!CYO82h{kS za4eVEWav0cxGN2F7vsh%O>O_U`2?Fg>dy6BxJ;r2*_(UQl1NK!T-;kDorDhZZLP?; z80#ukiB%d?C_y2Oocx*}Z*wv}|vB5wGnd{^Xau*Pen167Mp4+8> zRemCFw6qDXfC<3R4?Zlgo8*U+1p~o%)p~7Ck&xM{oYFa;nBN~(yKLTgbaJ@8xOS!| zwk)*=Y7-U;|9tns;u_ZlW6Cc1FnHmpk5Es4aCX_N$F(;QJy*8e!n#z&jRE}ii8+J8 zH=JsEUC|>BL!KTlWFeK|NRu5Nil>#nJQKo$*zHd#5PlH4K%s1)v58|I+~RO`6u*_&jff~#~&|B(?zf3;!!K!YU46JK)i z%a_q6^XcI|L4+cz;572yobBPgP?Mvt=8FgG(+nZ3dW(;b*po5 zmNCmxY-+2m`>e8{=h{8gQE!;Aeiu(qzJib_>8CS1WHH_6?7P?fz;wU#^-pfjOe|d@ zfvHTwn|y7$61fqj>IQsi5*?8rjxBV{yEmH2`Gj|ZpfKH z(7#=i#;AN#wWi3LFV~CXZXr{w*^yoAPQ_79%{Bq)O1F!(^=x{25~IOWpQodCa*QWj z6UqB_^6Bm*eP6f-k``%13##YLl7XJR8cTh9=z~0=pm=IJF?03qbQR<7N2Ew|MOifx zApZ-oPqU0#WD7)n3n&a) zq8A2oFqw(7q5@;AQz@URF>?mY6pUDj&>hUsw@J`H>@_WVgDl%cry1fUZ0n9w+-B!H zIqNifh#Cu-Xb7xPpFMsN2wpuAW z2&93$G|&4`4Zf}&u+i`L4p*brrfN`cG2srvkB8f}8B) zf<%TnC$+6wdnJp1U%3H^+5Dzc96U$zn36U0uJS)rrW3zGw#VGLX__Bn2R~JGzn4$Q zKn7wnt4jX-3|N)31O<(rbAO5!`dCqcSC2tKNwBn4vYnGuPLP8b%5` zK40MiFtwXzm1v%*d}JrojuvKzlC3zBky_@W=pAZRe$K71z0f~By%X90x_dY+H^hXA zqkz!D386jR{IDp^T+TgG!7njz4zXzs!azr8;g!^8HaTL4w)pA81k<%HdE||Ne$X98 z$@bE@opXeIx7_yR^H$4lPGfaZN{<)GA&Vw11<)?P`r}rDf_i$zf^B-G2f;A(X(|H!CTy1 zrvKN*=NN z3aazX;g_j1!2MDK?1DaQ`3?xS*95#=QCpv&eJC(8l&K9GOwRQQNCbnm?9UXm@4`n_ zD-meP7zVi|h!C|_1va?wKaak!BYt~MP>??;`LG2~(r*^UzsM9-K09Rk2WcsMbWX2G zIV-J_Q}ndT!>|+-kw4dEy<{(f4XwthFK_7~NoTEESYkMr4)~&{#FkbERmbTP9<%+E zE#{VR_A?1skbwlnu}%M>7~lC!w_+P`a@X5r2_F>qQNq5S5orQr!dF>UJjI^p$I%kX z>4!ADujKNq$RTvXiG4sroDxqT-Si}tbZfuN(1Nt}XC*DA*NZ{8(->2DiS%r=mhsY3 z=6FC&QPEL+hL0v*4i)Ip+o6W%{wc`P)-@cVXx!e1j?`3j{R{IWUTu%l8ho`Yuh^0I z{0>SYT`@uBf(Jo#6=uhN;aw{L1d zjCb#msUncAQ>PsA(rGT$)|O-ya4pS)qLnbqMWyp=$k4--rIv=k{3u61(X;*xy_g^V zs5C_i9Q@j_{gP&yXxIstBLMWw@ntN$c-IGqcVMjSQW!H!kIY%seCm#gKNy}$$NhENw;<{YTa%u@;Ff9e=}51&?)B}{WM zMc-X#t!j?nV7MifC#qMLTjwGG%8K=Nr|lRAURP_FE7*g$Ss5!`$9B3VaR30uy_#&L zpnyg%4Q=pPfA0$YxEHWw!bpJJ?Mhw<65K5HlYmzE<%RB;mPyw%^1fx>ZGQVMY&bYr zP)O$^BfWgH*T+1K6m~lBLPS;bpbq*LKoaRDn_bNS_R8ZAIw2Gj4KSp1qRaaeZ59kHaxGY_^n<$om=MdC zHZ^6C;&lEPKrb1Way#&%j*=wlxVlJ7cvDx!F~!$=+V^|J7gBC*WHG_PJ{GLK=a{e~ zxY{l~9L^+s(1mY9;$V@grvyT-sZuSG8RyTP-+BY7K|gkl5!#%qDDjF(CP^}FgLe&! zmz4^#oteSYut)hNG$Mrc=k}BUcC`W>niosnQ~G(wSn?9tQrgD>(H`3J!Aq$J6|4Hq z_S}%bxf7SL)m*=qp7#7lbNAn-k(mMyAAsYhT&f+%60+Dqz3xLw4_pU`=DV<7uIVdC z*=3yBw3Q-mUH`3sk<``5zs*r2iuHIH-j2tBV1l2aGPnX2YgfNdm8a7KD0`NCV?7vk z`$ki3rN-r_7GxN}C`?Q;%UBzUkU| z7NiMrrtjj%4-{J!hpAq2V{@42lJ!&RBN7>FiMB@av+1eG4G{a*dM`6>%w{L~d#=b8 z=yTJK$_g^5OJ6XPOcH=?{1!X-zNS=7L(s3=sDiQ+%<)`@eD=#7V1oOS%7f`oAY?kU zT+zUv?!1@_B=eP{JtUR$k9N6fBj1`cvwq{ts!GrJS>3tuLd(bQ3bX|&0_RRghH+@b zPXN^a%>tnB54vZIVL%G0)`{P3uIfMXDgEN%9aIw)A9d~=9%8&skp&?hJ?D+4*lYkW zV>@%ng&KrxS7J@8?7WQ4CTYA{+5!e6h0tL=<4|Qwly^I~FetvIp|t%pxX(({nL#(X z^C#BQE~rhgZCluy&3=H3FKCt#-(rqSrqv;qzvQ8Kos@qZT$cRJx~}PsXaD!3rPtk~ zzQveuoH2N~?8d6<_vNyPT8C?_2Wj-E@OpZ5-J{N37=8JClC$v4-lHL|242rZEJzWq zcM9yZ0%T*CL8y~v%E(~VjQ%nf~V(8`Z1h|m^otmw2Z_kdn=fF#$T3jE>-^|;)3WMQvwvgu3qb_fL zJ_hr52CdANvgM^3e@($+{JnN8i^XfUSsi-XVJ49RJI2V<6UV=lptSh707=iTWJaeg z_rfIlNpYn`OG3sm8TMUyJalsBBR8bX@$qo5Pj}UgL>)X_W*9G5&7eb+!Js2R$DKY> zrMEcF&y?onTo9ifYD*PhpdoKpqt=LKkbg+IeP6zs=6(9@@%HLsThd+%s53APFLbI2 z)((nWGaRuKxOpcE{wd-)87f%76a=0D(6{!!KOG@?P-r=uFNJ8x?8H3*D#Z3TaLQ?=JLfp=~4D&Y{uFc_U+69ijBf{^@LxFgu&Ciau zYej_I5s^C8QANfo%t~skT-A=xZu9GtI`xQ=4}{5^Mnp&B$Af@OUV^D+rRg>v};Ki!@cl6wpc?uy7sNq4qj?T>;OP z;I97JJ>cet??obTepc94!^3lE<*hp@aD` zK+mNSdIPmnIgaU+ti#P;%tfv1J_?tK3jV5uqy3EJO_=R`kyf%!ZI^5~2V@b#sfo~G#hq4i1fh3S*05{@_-BS~EEdB| zb<_!R@USjLO1~~OAsjp)D-w*^EtRzCf2yO-5_#3gczB;ErMlIv*hWAx!#65h;vuVE z9IRaPSKGT@LlT^s_j}RV=_On#2ZpzM1i>`f@4HtasWa}py3Y|t`j$qfr|@XiH0m}| zVLfGD7-9MIgx?lSO!VU!SI~rDh>pCkh<@h5Hd&y*Zfx-9`H16bJn}~hnY_nf+6Sj< z=n+0O4AJSj1TJ6!d!Zq>?M+Blk*D8J%#syX7rL7|j9G~|-aw(!+RX4wn5ujC=w%G` zAX4iuH3y$>fuOwZA9=#h8il52Hws*AaX zJ1z=Y>!Y*^btrmrrzM1#gt<#S)y9mzS$wc^jD>q@*ad>&xbBD<3;C4he@8RmM5OY> z?{HH~RiU3x+jO!Z%8`zSdj0Uj8#YG5r8Q_ej%jIjKcDDwrWnrWZ_4C*7mA;v!Ll<= zY`|I)87Y7d8Dg~kC**=XFYFSp?@VFtVkvFwzD53kSIvADi~(B-F?tG0dWUhF$neCW zB#d^ky=$0U*w+yj4vAlU#szKg)UbqP!6v$GTyL1*)V& zBmL{JygpcP5ugk1684bPH5{T4t1r_C?k+V#eW9_sRxk6FD%MK z4j2FxW4)OTtviUZ0lhJ54-@>oJpyEl|jj5b#?wdj*JzOvC)}) z8amP(8TKdbWcTl0DeaDkLFW)I_8dCB!-7-KYU~m`ThW0o=G{a7z<6n?e5gjXLjRr+ zU$g$%6KSl9MEysweq$&n5=`4?hgW?VtXEvLkXh;_A-?cnBfTD9%I!#^-TPy)Y9^eqt<6k#W!beCdh5*}RQh7I zoYw62V_YmDuTterG3L9h*MiYQisoVv{A%J^f?$@2Z|K~1nXvNXpzamJC;L^V+PAmC zsbk_Q@e|zX9h@v8@VRjh5Iv43Gd|=YhGEnVjDEur3Y1>6qn2HEIvDqVkmtvQ1L%97 zbG3Wie%?atQA59=G3z1h9%fmmW9{R%d=`<4ybARrh|no7-<@O<3aW@}4URd)Y5*!&m)zH`$Ra6e4(0VS^!IdEYe+F!W8x%AM{g88;@p zj{KUn>k-dF`hjBYFe)3t(pPtotZHR9W-w30+aeHhP;BAZS!nujD0Bd+hPaG8ktzjq z-$jQgoW=!P{=6Q|Un%*An{qU4qYw#(e&}r+d*SZ4At@dHYQ^QKi_@nHA5f%Y@!1h2 zYVY&77Ln^GqCv}Eas)aMEGAK?xXDSNHAW!!YSyMf=75_D9<@ae@|33d7J9-(Aowa% zzLXkGv$ml&*sXmSykP+qv}VJH!z)A^r8u00E3!rts9fOR&4=*GU{`J)O((Za>pPR~ zR&h(Mb8sQ6dB|S~Fh>=vFI+Yr9r>`OO*h>QvJ%|&+^fAC|LKG96YKXcb6z4QLtFr$ zNg4zJBz=~{xee^W9|@4Q5bO5g(If2YzL{2drVEOjky+MvdPBweri-{TRiNOzU9AWG zI5Ke#{Uxs09AqP0(Wvdor>%&??E30YOeAO8Sz_41pelh_kKHJ#oR)xx$eC1rnV$1H z7(RvrSItj1N!Vv+!%wJ$(#+kSn6-tZRpe%wmPWN8w8SyaS<=Irp#+j_5h8OKuhtCv zhI&4lHe-c|gKIbxFNYjX(`9_7HPciy=a#I6qV88tY9rLpZ~Xqll8xBco=}tP=(>?An)dG zn+;_?00bjT(I93u-7~oUG)tO*5~!`hzMI&`w~V3n7UrD_5^wZvn%-~{_Ta*r`_X>B z20^BPFEf0X+VRd)j-dT{OFbiaS^?Eh5=z!vS_PdDx7APXf-m&4BD!sOeu7MO;?@|8s`?_Qp4n{b_4UR7^qxilD+SaZ@ z`1p@Nr75lCwdlP*yw>|2ZX|L-;Y5UK?#d$e&J-b7wC`N>zMxnwdUOZquh#t2!jZ)QtSe!dVw=t z0c-Y-2X!qg&tl^OM%^Gc?I-gVefPq(A*^-w#|ZBgT?b#EdvHyfeW?@lr({MOAt zk_K?;xXBI$vf@;rTL|Wdj(;DM!tL4wMSVXC4a+#8s$|^Lk+v%0tKqZL*-rlk@}mM~ z_H*mU2I++C^`kx33A~@SzKk~nXHc2wf50P+g_F>)crR(fBZn5yrQwguxGeCSax;&t z;q`GV8<{mjZOebtSM<@!{X;3=;M+>CVZOntYdl&K1{SmKQI-JCsHLd5bPx=}w^}CR1uF()B$v0}B9Sqa z?9+tVxf{KMwT68*dc<6-dPAQho6bw6xP-)=-+Mn%Pqj1u6;HZAz* z14Z|t&`x@qon8{OzulEyI3#*dJ%~0_VMfkAq0x0#BkPS9cN*Ti$HlV0=Y#Y6YDj zI+dZAfR(_ce|$t4{x3R>RHjt&x7w}&dH&JWKc&sX4BvJxMi;3eJ$%NwmzqtRrhn0? zL#p#vgGV-$l&6~N#2TIr`~S51GLOoYp9CP6LTsbw$yl`;|0T`Ynpb!2>cEl$FpJDo zMsdfw%b2K7`(SNoB^cObBYdr1|Bd>N;yn}(cwLyaJoE4W1z!y2ReHOu5h>PH4aBoTMPdV}lPEJGrL zw!o!hPC!pc26+xy6nC#-yR+P+e!JbCj2^-|lKbC47a>o$r?iHR+D zU?9@!eZnGigQd{e4O!OpLaBj?`7!r^XNDgY+Y!LwryRja3RynIWad7jWr?9m2330~ z`rznKI`|piJAy6LreEJygU!&wC1@${mID}R@%BYu5fV2`1cy?lQYVGb|GV(8{VvaL zzGenn+Iuuv*ov%Mtx}#kt6s+*!8P!PdHTwBF|SS$_((DMHbR%ke~u4vTfAij+u9K3 zwGcTBF|el~WQL}l3};&H=pf9+245JeWCxz!eN8sdjoc`->6ZW!3hyLAcs-hnZA;>( zu-yZij2>YgQLldOCkC0&VURX}sAn}ccKmTI-ft)VnUS0I_ZbV8_CBUy!j~m+IEW3n zK?IiOnsT!Sp=dylD-(LFEHQ7xk8v;Zu>2|O=e1rz2HK`7$9gSvgy%Cc)ZlB}s(J3m zgstyQf;fFabbaUL&z}g<5#-eCs&XR&Kiv`}31K&{+UOF<`dfJHCh1SJjyAPR1$}Qo zoj=&h33gXzukFRV88YW?agT~^vI2CgZ-ZypS~&#usVeOw?h>x;ikn(#5W9An>Pt)b zB!h7KKavermJ?vYu%L0dhDg8)22`BsXQ~#cXK73B?krSR^R?4$EJ*>K>fpGc zg}l;$JHqtJAk-WI9ir3`nBhNMy8)vwqZ`K3J_k*(I}#S2mJaw$>+twcBg>f^ax9U2 z=1y$mfH#A9>)@jTzHHQ~$%pRw!V1MPtl#!3FkPfXJmbPVMJb@W`=*g0xK!atyK(b_ z^C{@9k;ldg$Xl6V%+`bil}j~VF`YvJ5ul^5n=Nb1 zSJ{PRTwb^(umha2#eXUxz?F4S*vE4IN?ZMUIFdQ8Bli$%8L)trD|6mt`EqJr zbb`H`48WerXSxl*LbDz7@(S`04c>t*88zw?qK_2G@VnZEyG9`RDXhuEUB&mYkMe{< zi$GLqPF6=z>G`p|&|G`Z_r@>Uaq%7NW&1dgD40H?r#BmMnP#NYJ^s>aKHm7n01(_I zLZY+MeJ@n6gfOXBcUS9Nnhe3Yd7b%IxkaX`Bt5{($tYS==9B}pUT$17B69WMfiz^H zhlF|1_eDeS&6+}h&%&tob!cr+WCcG(LlDod2MjK}rJH-mTQ$^XPCZa=y>~4V`-z-g z`lZkNXr3)N9xCq8EQ|Ga2J&q#JeXeX#011h8E*a6VN%ZK@Og&7 z(eIlPk?%hrt@x;xMs-On1xsjjI?>V|BGK))JrW8JgMi0R^6Cd37lr-rLSb$UO~DM6 zbSLm!c zLO+3W^d1gK=!a21v;iv?-a$wBKZo~0#kd1jPA0XMgA$SawzLsTnr`%I#IP>kF2Y9P zZ^kFia%4IFub8;hQxC)I6S|{z%-6cSci+`c@9X2C7!Y*8ljdg5m=av=H^Aj9z#(Qg z#d`LOnNoIpw=1d5OpvF=$vhRB@TS3z5`f{Tr-SR`4m0qd$9y^+zdfy@!{AM%A+GqP zv_n6|ay|S(TGc$%V%zPr4#2^VjOZWW5G}=~-SVmn^D;2Wie$}d-0<&^|BDL^>{PL9 z1~bhI&sgB3tM$Q&QI)qA6TC;9WU~lfpiskKKT7g(ZHgruI_0~m`MV-hxbH*~OU?j* z)D%WCP5Cg-8=YF&z_JxM=o{iqD*_GN(sRDYx;z7?3oIBAd9Za%3C#cCEh1sDy!Niw zhrSp#TEZE5r8B3ZYMDC5W)e zgsF|EqkBwRBQZ=Mq}YZ6O7sHiQWw|{pUq6qUgI(It(Bzu`Q)SSx{0(Wg%(;BYKJ?` zQM2aJqp30Ch=g8MuJyE;QNE5Zzpue(ncwS<)B7Vby9O5oi?Ic+I?!${Mu!_dNWkK4 zO_nr0$%^A7_7T(25z}vQ974(}7{vHOv6i;kRMrW7Omr14VwU;~Sxp&a$nUM1d0$OtL8t{q7t|sBJt!~e&>9QE&YAJEelQ)zrMwE=;6BM z7@~HzX?w)}bnXMP3J*Qj__W{3pmdq+NGM2*IsCvhx)d7@PL8ArAdL`rXc=ZN`Z~fI zf7u-?utA{^$+Xe-VVwimx@ybeDRA(Iq8M6GlpN(46#Z#;{wx=pl=}4YMWZ$aTBUVb zaGadt-VVzn9EQ=ZTxB3iH*ApRXj_0{OAp1zE9>O6eXYf)Icp z=k#b;7e>Jmu;c)f8BY>@`B}(l#qIKa48LeXk;Y-h6)G>q0A%z^P#X9Eaz-n`Q&SuO z8H3Nu0$f(z%N!3QS7fLNb)|d7Oxi*u_{4`9Ca+@O6&|bZ6@lpJ-{hr2q*|~_!vQ-} zNsWr01bb7O5ISTUU%NppPg-Cp{ajj}#`^Qz1KX|!>@?vb+UHBwnn$*1+^uX&!iZW^ z`6#N-)BRkre9!XDJRenh5!@t}TS`+|%lSaVO8pj!2qLI`#IA*rFi*S02qJC%pTyHo z`SL3@j6oy5JrY+>(w)n*a0+?lH#6!4$1KyG3(j6Oz|Pdk6~bbl)Tq`e9wP!}?C#7; zxF*D|Ul$W7p)T)nKwoOr_ulU4ut6)Em!sgD$Xf6RCG*oPGji0@f5{BjwW|cH+O;lN zdQ2GVZ0^(j7YGtWk*|-@zMMKFpR~oP`s;uM$FZ{T_~CRt#CzEjSzX#Me2~siaaL_M zyQO;Y>e^=Fg!LJxdcuwcHj}eV$U*TMliT0fzK90icBivW<@HQR9L3d_Y-G+yR78B7)X0!sd@S`SKQn0}nDCk>&slfN&26DI$BjQ-@?Ia6D5raNi|bU{--*b@(56%~4OqKXbJ z7XSDo$S?imZ2mUd#$GRuVMbzkp3`kXS+kXAo+>U?NMR$;U!jlYPQk+NKIdl%L1nvE9UkGJdM{w*(a z7J!`t>G+0m4q2&op|W|#_zQQjt^&ugYgl41L69^zfE$x-?4HxD>j*c6f>ditqCj3v z;mw0TYZ=_Y<%wqEhIlkvN zJ6K;_zcfDl)v1sUGopaG{Du5>so3|n0pDPaS5)Ko}=3hfPsE<{qCmwu*Qw$s;F%NFSH9kbt064=wqhpwsa4xc-`S zg{TGSFWey|-s!8ar<)$@<^A}w>nJv>1V}a{#f0Rfhi#XPr<>+!ETzmXnW~kwhw)Un zw#m!?94Wb`nj-2#L_@PqV z=)63r5KGzua->c6aD#Pq{z>DLr94mi>JEh z=4ImRRu{vh&zW&z``?jH&D-3RLkh;>M$6#_E4yO4XkJM?i3GnVtV1zAv|#G?X%aN( zvyZA;&q-%s=k&9_Uz~A7Ld5UW3pde8m1RV06^Mf|Kz2+i$Esna-dDTI`zllBN^sg32MA2RYT@YnR?fx#Pi6m~B);z(bc9#35^>`vRl~nCu?UU_V3wU?? zZrtbzcQTimkhJF$yLH&8?u~QIczXRLQGX-H%RiZc3^&>5sT#8}4smU2_*lI_=g61g zJ}AWHc<kKRy9OxkPH=bq^1N$(zrv3!*1hLs z&Y9V>_a4B6YEk}p`sxZTnN`E`CUf%eN){|EHoDRaJ)DRjz>&zPDZ=8MfIBTboSO#B z4t~n?Ln6PDO0Kcdhy;Iko2$%=H^Dp-WjnY~!$UqfFjb>d$=L!9Nr33aKbz1|6SWMDN0t=wFTIx#?`zWg@P%82x3$Zg4a=cC*pRy4t~I zI51z^M(6AXO{%)x>}}>P*i#evi}3?@Q!U3jpSt2PNvk+HYy5)RxYEpXDpq^fLME4y$FA=s-!@xw7XToSNJsIV3h_;>On;>9MPz%4(Zc+z6bTo(?AZE$o zBTdYpB=mw$Ce)2X7RnWZB}}IwuNf(Kz7=Os0mU8#TVaLM#nK%lv^@TX@()6^TX!n; zj2_K+<`UU=1C5`|+sEsopKV)I2`Ot%T-aNAleRet_=|~ZZza4+<6L`j%~Q(X`bn7# z_~agI&<`Z?L}`86EX21ShFLiw8295MT$Kyw(r~tW70r29e%In`Ylw^oe^@)TeEdSB zApZs+V(ibp5FUNaPhx69*G>Cy5W8oT(N11Wx)FY=R5722vKhg~hj%wJ7XBUtm7WZa ze=|ANH{)77(49vajOx|Q_wB+j%z*PzceC z2DH=1bl5z@zLipI!w}>TR#}A&ss8r27kiIDld@bj4IFy>h{(td|8bW^T=%=ZnN`J; z&=4CpPhlXIU%_@2X!O5fLGXftXFDTg%fHW!KNY~2Jx|4x> z&(;2wZO+aS;V0lZAY&}$-%TSaNXF%Ij^`qFK&UfXxO?S~sm+Pb4|I4tjLJwFNTHEW zi#q+5>}(prz9+JADSTia|q)K4#wmjrw%XJ(sa&7yZA6I5SqoG}CpAogY25HB#ywJM z@=`kS^0*-duI?#_YQFazsY0*KCzp@jx=V^c?>f|#GiSg`Q z@Ln6rE?%&CIZ*Eq@VPrvRa(g*cHQU>S$loCefCcq**W#QZ4td6Qd&Ib0r+fS=<~Vk zO}Obk7-eM3C2$z+#((<7^qE% zS*;RjD0-;2Ax@!{|3T?%xke6+7ptOKGGahRvaK;qAu<3*^GN6Q7o{6?t=u{)eB)!s zhQjYNHGG86vS%p90hbG7*;nnxF}|m^OsRvoBf~w@w91fN`*;7V9gM{_caF|_+1=kOTBYl-8unbrvMN8z5sJF**1OV zg8$=pl^P`Hn+udLoND%BRq{nn9ZKXy_{F(}Oi1(&I`o&N8>;4TQs+WU? zj%V8(*f`vZ1~6>};WUQ=#A+9wc3A!ISK#Z_N2vd_)bYIZQdNKa4^VZRkCcN5K&`PH zty4if*H|aVdU{FC5=i4$-}ag7MV#ve>W*=IUFXcYZq?O}lzh7Mx;Cr)u&LVD-5luM zcQ&ZCVT4_>ay;?NO>uQdUN+QUtz!8fDj*i^CGX}Q%W>kCCgq7vQERro;<=IVJ)%Er zv+v<&&Ct*2;*W~6c-52n;tebXrheGu7impf^@2W&aQ8_FLfB(2&o-U_5Zwe zU7>{gf@EZ7dfzOV$B~P^6p%lc*rPM1$Q7v|1dzYp4UCJv3IXVf$h?oh$8B72x%S3~ zyp)B4mkzt_d-4`x9L@2?_KwCj45I8ZO+Wq-q<$8X9)t#ET|?csS>&45K5izqOIjiG z@lLuuqri5Zil^ooGjyf*QH*FU-+LFi`7)*7IR@ZN*+5m<#eSUSxXz%RNA>Yr#;71r zYSs$JY+KV`ZH_Xz3eq8)&`*;XaIv-96qU^NI5oYBd%qx^_fENYcqCiVIJi6tN{My$ zW#|G6vF=1DD4m*J-_g*xtI9f#=4^g`YPXBfZm|2RsE8;A(XxeTG5YUhd0)?{zdlsG zW`sAdoXE4baS03io~?Ji*z5b8_rYC5fPh3QS!ot_+WZ&!hu25Vwa2dwj6kJ(y*yW^ zhTUb>%nJUZ04B8Nf5+Irq&O)1(MNm3un4*lj<&Bc8wsu* zdoCnF=G(DeFQ1hxWe6FTMtr;+TNp_0l zUwhPVG?!+HFPT1U#4;02{R;&tGJdeT|2?49^0fAKlN6zoq$-~JWr20i`(X{uFd95- zw@%|Nvi(5=t>`URW_6tybhGOdkN^Ov!Tg8W_**fvQfIUbi%vZ>T0nbCBKFHM4-GpX z+M^k28*UA%pe{ATAFF&*CERKQ z?+jw6q_Pp$_JvJo!#gZR>qp-~mb1Hhq+P7F=Zjq;3TEc4Uy)98gDZ#gl@@PCYQF!O z@|sMq<#-uIrT2i>Y}@qV*Ebu0)xDdSe7%(;4*RVWdW{vf6>K7mxGYo(?`ymmo&JBX z681+DDt`gE^_deoc@)Tir#lI+Z7#SCjdAf;fdNI5*enM}obWu6Z@#Pi4gEz*Io(3; z;U)N(TIuoCuYf=FY|?$3ojm}ySh}x)>~tw|rH;5o_K9V$TR@u>FoF79=nH<-2ctQ&*16##gB8h_Pc ziWP8M;7>DM_`9Xu?~={v*e*8!%gniLahsEf&KA@u8~!~Wr(W|kV}}EPC%4#`M0R*m z%7&@}Z)hXrJaYsDp!0RbJm;ik5bPi^8&zOU#$lNwsnba~{+7L#d#e^g0E)4>uYU@u zK_XTAsr~c*V|GYUlhYf(Fw|7;>tmVu1Dkb}R+t=unC^khu&II(NRmxFlpcCbCANmk z^kyR@1UH49pw5mM30YOH0`van*#Htkho~vx2_{b}6oP&7ADrTv(TaO1f@{zF+b;<; z4+#kGx+I8#3pv}Fwy%!N_h(z9lKc`AwZ8f}7<6fo4j48rOqLgv^UEInLnM$l;Ladr zOnN3KF&4;%?wtytBRabyTa2!5s1m+g>+pZw+}s>t?Ra8+yc!3lIPp7#OVWcbiSlFu$iQa?$6jsl#k1<5Ac{$Kpy{;t^qmo9fziUwZt7_Voc_ z+0N-2{VloV=5l7+YI(7l@U=9n9I6LW0%ZRWDN3wI=Oz5)9@SEFaA9S2v=bRmt6R;t zo{!IG>OE{*eRRCI)-t_U9RV)KVtw*%1>T%y)5Kecupsp-27jJPPh}57>fodBX{M3t zT3X}_TAuv$nJxdlLirBs3ixmoTZHb5BU(YYs|B$PCBZZ3}RlaJF z)q(+|KL9WM%-wzkf^|ZuD6>^b!9T-f__oj+#H|#>sjX7(=KQ3{U}W2mY>oK?$d>kw_^7?w)XV(HNdGU%XA^rzWsh$RY~}Alyk}Z zItP*@hZs=&eJXu%Mfgo5Sea~}IiWFWo-p7Rdy6I@F7e8yp*Wgfm1vJcD}O}u#f#Oe z1_-@hbvVRu4_;i0+?)z=fL?|kviCusTW2i4Bxv1!AtGJw<_fUZT>bYj$!0^m1%TpX zoc4hwXWL<@*fQ@dVTe!}cEQ5~UeG3(!UFvb`gJ`bXOLr}E1bmgfe zWxzO_JC(E-V*%*B_cr^W3ceAifDB0xI&L7l+f`!=_c%7W)Tv$A63*RZQgRW+jzBYk zWSz&zm_8cpZb)^#LO42Yk=gtD?OSZkennAsuQV!#@gjPHNCRfYQ}Xj4#$-$)F`?CK z^z*O0lz!J``X~Xa#fr@2dC3opbM5sK>M{ZCRPks^Q^xa;NpfPld_Mwz0^5x^Itlq{1g373?gZAKld1 zg$^EN)D=WXdKsSoaDNWK(%ek3$!`+*^gtnd%cx0635Kp6!OVelJM}RdB!0ieCv}?v zIXG%js&Q4eZ9+IQ2{f^v4(h=wD3p&~-cRSnvwWe0dhLU7Z5jm&g)C1Vh&0&d6=9HL z9dktc>rU)KrVlaJ#~4lt^^GcUU@ABMsU_3QXX!8Y3iO&h97=0>fSFSaOc9fwk^)NBoWzp z8|~W-@k*4QY2}Wx!d`xx>Z|pJlv&eVzSD1l0d= z?54Qgx)3c-5Cb}!j%Xi3*9pr^$iiO=e^Yn8VkNJ6!P14J`sL zsxOVYNi;4G-tuWj;rCFm#(d7qpjoUFMsuFzY=B^-@Lg_6S$vin{ zeJCWy8`G3%_MCSvzj9Jw$OiL7XUm0wdNh@AJGGU4{tzkJ*Oxlp697AXa?H2?ieJf; z>yBMSX%cX_Eoh-O^2$89#8k-sCKBwv-(k{!4(kXTvAl6=KttEBQmgl6Ba;$#fBtLD z!m-mcxdoJhXTR%N+%(l9V6Xax4D&rVibyef_h;fI(U$!W#oLc{9vDHu7(+B{Y=P*H zLPwQ4s9j*Sfv<#f(VkyEkaR!xs2OQ_419g_LHh@WGvi#KxQz7HDs|E9+jy{8YbBdI@&^?a^MSi$s2yUR;D?OWnJDM*ARC(c>HnhG2!=k3qkF-cp-*llrMps z%w%E_H^UQTc)SA^nSqHl$uspls(NzCDXwwdUyDTPM~=`=^Dku0p9Ukqy!YSW_$3Zm zn9sO56RrDSVCsq6PyC)~{y4Bc*OClU2kfXS@koQ{Dzoc#V&AtznPk;K27sYu9?KAv z<_3OEL-O&@Z?_m7Pt}rNG~*FHx=+esaul(c);XZVCj}5u%D5m!SAvE~?=ks})~qEd zWqN_{WXL!G>DNNY3fY;;R>{4`L9?vxURc!Lzh)4y@JiR*%!IiGGq7bf&!}yK@rl>L zY|E<(v~m&A%A`MwEnWmfE@|sEf)q1T36uxDS2$`=;Y5CY&FIJ!xbG&UARKp9=|NmE z`V$IJh7JB|pNu8$*1H@H@T{fjkN1k~?4^f(=9t&ip{MiB@dhK;*=61raXr%wA%<3c zcr4yg>HHP82Ox-Xl*FQ+vjuCUZ9@&tf4F91PU4L|=nZN_)H+*w{UyR~g8!Aulat8b zWgN1u$C%FN&JycC7eRwe7`|pT{SeeJK36v9^sI(2s>+~1_XdEu-YI<%^wF3^jss3q zsB$ULf?E2Vc0Snhl?d#18Q7qcGazqHcIIAB`*STN{zf<>g35U^k2~kH zrp}RPTx+qO@G^K9yjE#rpb4F75b-%(HkkpUnjhOD9-3p&BpMSAMco8NE>5(5_VEWf zPTwApPM(dxnOkxdHR;wv4qtgs{8@NDeoNSZ2#KmPjhf#lbfN{sUv43E@NV%5kQp=E z{#7B8`AOMun~exN-2KXnl{&mxYK{;g{2uMuNJP>d28;ubr$({X3u@-PE=*4+C(77T;7Tih^lAn2K+M8f zubao;%VSZqQtx9`D1{&ZEb?<8+LJ^Nx-C=obePE66J9rV`hP(?S*LB}0~za#kn36z zQ|O4b><@t0?sDQJIn8|`9;n8L5#_bu zKY1=!1Q;SH3GXH*&!B4XNjjax%0nviPI8b^@QTOdXX$q6W~zO|pHcaG($rZWs z=@{Vq9FkD%f2(p~%E}=+z`b`3=YfoTv2%{Y zOqnE>uVVY}K2L0kIWu2_g+jnnKo#`bXy`ZP9pUiO6own;9EP;09;OmuPkgN{F84A4 zir5=Zb#m_&+211SEERR736O?5vv5@>$Y0^N0=oaN!d zmssV%5eyX~%b73eqvN83#*fr#+3z7is0tZU6H;BVfNN9U9#f?BpRmZ?E^F+et8 zbkAb^3&wH)GS*Zn|D+d`Xm!d(hNu9~zkB$}>3;Ae_)PJCIwCwJi`(5e%zLy>R zruY#)+GJT|rv5$IBLCH<-aOd_xyr?BEtkl0LRKR3l-Gyik1h|JO* z{f9J+1c(Fk7ToPcA|?$sZd71XL^2@zV({k-D+a+xScMPG^&5CrJb@{kPAg4s#5|0@(aGhl40&jhR?m@hX z)afQlZQ9?#5dEud{Vh#-TztHFClO!RJJquM^>lNh;7%g8UAvV{$U}zK%_nhLBhi=m zkl(_$EMx+aA(TT|`DCecN}O>YkaER8{CSL`c{q)dXLa=wwXd&)-P1rProH4C`rz1e zTFYd8RrPoxyDR;H3faxi*8^#SJmb;YqLz#{pHT2807bxbLIW;tz6jye(J@_fvWciQ zBtHQ~5hKgLU8fRVnegfULDx0`i=M!_&1Cdi$G`r2R{Uo5sZuG#3~Yx5hm^$Gga~P0 z+ouHxX)}{r7WE>t$Z?+F!FWR-0T{tJXo+aSB#`IhjKXLLV3(u35@t@17(2o%_0Ztx|q<`3C-So~!W@8E+_oxigQY)~!~VOr={dn2}k# zVTaz`JMCMgt_@!NY}axpTfO-?NJG=t&^|zOgRpfnjPkhgIK3Y~TUUqP#-gauJd5`r zBI;;W78>OYhZG&wFz*oh*sr|2n`Qk+$&5*fS4>3~yksoxJJKwRIP!VD&-dAgIBuG4 zkE)iAC(`3|Z^7b*Za-BE55<`*llaqcpFP_IEav4TBKrw4AQ5?@8`RG0G37YCq@mw7 zeZK6(f*yv9oK@&$rmvUJJJ+trY&P7!eWz%SVIZ~%TyCm#CF|MzCS#SGxMnxaG#>3V)XtV-hrFc?7v{wL z3FyzZ5MG`V?J1ZFcr!^aTG8Y z&}+4#Jb$(x6boOX8NQ_-KaT|!x=pP#N8~6)HO!APrSdq4COBFsoJkj)YR2~D8}kgq zs|yB1c#U&(n`~s`k<>|$fc^n@_2Xw($*BJA*uUcC+F3z>o{zB=s@qRt?~s_UVstwG z9f#`FMcbme$mPjD4KSk-Kwl1BXJYAMm!G)d zwB<;kaY=NU#DGl%7_=;m2lJac!T;b-9cg4dj^AB1&0rnN7?o`d(3U-R=H7v^ zQ9AW$n>&mP%MqL8_|wTtFWOQ#mN<#dw^i!UCbbLI{Zi{JoBz?bR`27a4N*Q~524`4 z!##yk2LRY|lr_^f)ZveY(6+bs!rm?8_0Nb08oauepW_-wIx*$++M>;PClHzg_Xvl~TgO?|pNq$wFuu(crZQPj{QD0}qXELbDUOQY z$+&3d`2K1k0o;$@W@c-59Dlan^G=GMjPc}ia99=*HDip%+Bm`0)ZT2hJrbc$1^f|$ zl#Kng4FSMaX-#~fya9}mpNB(GtPSxD-(-{b+whi#{d5_~7&rccpb zS{Bixmhjo2hW$yBw@z=uOPXHa=rQI0xd3QvxrbXw(myLV|IA`f;C&HuV59DPZJ0k= zi^16{9QE|Ij(jUX>%o!Stf+ z#ufaF<{tl)V?~<4v$43O@=nboQc6sfakxNCFRKt)_mCJ-)oCfcTo=n&!~X2yOM>1N zk{ljBVsxPIlrbZpS=9gD+G(|xAe<@CEf#5+(QuLb#wSsc{tduhT3M8&F2b5WzhSEp z`pZNkDZk?DUa9>o!$=?fI})3!SxNPOqli>c0=~nMAsBpn|Ai+1EcB`}Sx_R#w6%RH zRAI2E3bqJm$nr1JVwb#Z+GXVN?fW+MY`@q-hd=FW2_@n`%dA9e`&`gkP~8i53$ ze6Y5C4*jz73z-ptn;&OZMD{>Ol#PrdwJGqr@|}ubyGqV=E3cQb_*I{iqq8bSJ^A>S zOsqKRPhew+;uE{^L$s(wi_G9WY^2D#>BY9pIUlGub}@C!g@`xdVa+ZBxbi(P*b9N;TA(dZfy{X<%VYXYF4zJ}R&CvtpKl$Ax*t%~Vl0?poE_ zF_LSvC!-u0W3c~`i@uF}4nr^__bclD-c2dSc}6Tlmj1{^!S6M$-E(md&=}Qb{zBqY zA2dPmf-fl?6U-!OvQl}?Oq5U3R4-PW(_Dmw@bS$Ph*$w+o~Eiz&}w|_0NQK@Ugvup z_{o1&F2?f2jy5b>JZ&GK2!?~{;aiU__3StZ-i{KU;g(+(;xAl4qgj{p#7icc;h)<5 zMPy04j13!WGIpga^^e`;#p^2WeM(#HY|b*T4?1*nZ#iFVO8H81yy z4~qeVT5;F{KDSUIl43m3(-T$NrJZOA7U2W#6u4tFr{Kz!6fW-~LSapGbK&bYEyy>G zM@>KFL;VJU@Vj3shR{nV8C~o5MzUx1>|c%XYkYIG^tz_{x{H`FK3IRaR4C;GQ3FQJ zn@lXi@x?nmZC2zYGT@Uau^97F;29+SrqY%&4nRw@cC#WK**wVp@>PpzFpTk zwtP;w$=W6Q*|Y2;ML$$nzv>!onWA%!p$G*g1jR`k*|2-RLo=JLG(`-P+~y07R-b+M zNiyJ>Bn#{yI!XNK@5QowUFKthK48OZEYS!P3*bIvA_{P%BC>*^3LmcxU!%zi{6`Q{ z1WX~ZYykXL4ip#{z&Gv{Cu!Dq`q_FRwWE{ZPJdC^KZTR>H$q!;KF2bP|QM8PFvI@61>QHa(vaO<=Nvpt``riW%J-XKgY=}iar*WTedEb*Rka!4t=LujYZLWUj4`gD zQfk?ER%FHq`MqiG6n zq1ABoq_&tRjlJjWgWv~LI4b)^#xvsb5Bobg>RI6*OaZ#yi4dcsfMRIz2Y@B4((FEQ z5=}@-vg&42_47L8$-{@<>zrgHXk4@owpTN-E~WzG+yaz-GwrxWzN%J2BuIQG6GlAp z*d2^-FXI>pu7t$Ro_4UECMW7Mr@azg-`pbrT4$qf=snlM%3_dlAsIIZrWBh4N=DT; zq;SQuV@nEo=~9Ry;mCXB06jE#0j)X;UvvXZa1io3NJNjxB_{iNT7-V;t{yZkDZj`T z5Sr) z`nbV=e)nr7N=2YS=+EGoK1`bcjqGy$KY;8_=$=nv`@g8wh|MWOcw{1+Ciju#`)g}h zeX$J0CUT|31mun0r8{q=8pl`n}cP4i7dFCMP8Gqt}Us8nD z(jqeOpVM{c79-c6EV>Rj;d(1(sMyC8rKiWD?8!+wT$P+kO*w zWU>VtxBJ7*KD+B&WE|=VZ~K~P3T-~ro{DfQ=aGvof1(Sjwed3Jg(Q9RJeoF+r=l?R zU*!b=;ySfaMeX~Wa$BncB1HyBn9lDO&4~x|u~gQXUn(1C z#Y~4k0iR+|4bg8D6O=?6(LH&ALBdYNi9|$8zVy2IcyjLkN02{7C`|ac0nuoh(sG|0 zFlNOxh?2WWFY{{6dF#RmD2G?pOVuRc|Mpt%>T@EI1OKFV8=q_C>*a{07xM^mH_3{H z;!sLVC^ZxgxiD(_(T}u$qql|rh|GTUEc2xvS&d1;kZmsAIpvF8=dFNdsnq5?P$=>i zdc9h1l|hD!xLPuHWPCeVPR*5sf;@ zjore*GL24Kjb(iU^WP1OXpYOzER5FtQ} zbhWTClZX@}3#)m3&g{(gqAP}vS6K3A$@uFFTHNib^cphIp${-eBD+?~@V(%um&SYbO)!*=ygr0{I zp!v?7MB5*h)#p4%p@;(?a@Bld{wJyQL`+)5@Gi|e+1v= z9+L#si3bu26kb5ecg~=Q;yzTl6~sawlb26RwVT`|2Y3ag`fwo?QUQ_kQ2d$6&f6H= zoWCQ&lV9e*H#%7->UaRXgRAzbl4F@r*M6f{}3ic17javl-EdBn@+=1qrs8| z=?%o@?ZCza(J7vq16>l>U3Q8C)fVa6ukJ6+5;nGj!0_tRftDpdA;dd$!a91V+3DSQ znC;xN<~3-|m&bYEmor&104{iau8;9nBDr3E5(-6N?+*?z+F!Mwm2L=P_fCS>Xl(uI zTpuA?g|GXkNC4z1aUu9jp|#DzrmwaOo% zOX9`~Zn=@fl>TkU?f&c$z*g_D}o4_j1%dMwm{4#iqHng$TF{wgU~3Rquicjuf# zKl|mS%RVhB(&FncbMGyfA2)ThLdA}(|2LWB@T=!B3DWp&X1`Wm2C(HrGEM%N0zVF7 z$#(-cyDy~-{4fD#OvGVlw>!F3-;|fj*}b$IA^QpEjr2!&=5>PCVFiIhs za~3$N2#1i|oad?~MKx^{JrmLY3nbBndC9CwmfkksTSVog%Xm%7VAp&xDX7x>poaYL z0AXFGWor~?O26XKM5KcqkuR|ApK35VAZa^&l zWV2`SP5p*N(e#qIi|^--8M+FbfsG~Ca9(Ize4cLZ@2Fn!z%i(Dh7lNf=c1C?YV-uY zUo8j~cl{tg6=_yn=1Dud4+#*dE?<*?Z|h9;ZUxMwKhw{@D_*(b3loPvrZjMvB=ebv zM`l&|&6NoUh?YW=1+TjpITU!+$pjTdk1WBpW+1xamN{i|PK zA09!2_u_4O+W>q~QPIy7z;}9CbfI7{@&q^)T`@SYqveu87&;}m`s3h>ZLT{tZX6ms z+z&}2OgTNcNAymmd=XZS13PNc>}JZLC>5_|Q|#Dl5u2=P@={R$m4hdT8U(;Ql^28j zjqnqBMlt}C)w4>mIw9qsBaij*l{vE-JeYpv_l$nJ-fW^6wIrk871k;iGD`0;3N(CU zElwm6q6>r%A*vZclY5U8WT=9|W-ajkkM3sP=?~;Nk-kG=ZHOAamu!dtkk#J9e1?O!~=tk_zS=)}A)|_s-Th zDyzyx=0sh>D>oMMPKB+P<4nDI@|imr@D2BHWWt^}-rTY)fCtb~C`Z=OFp5n!(u%U5VBQO~xo#kA`)VdLu5Ns3z6 zV|%>CU9+Vg=e4qqEp3S};&u82)H}Xu|4|i_F0Ys^pUvphKEm+*jk4|=K>GK;wxh8` z;@PT+079bBOp@`KqM9~8tR@3hRSm6zx5@BU216(RU0~Z;g2z)SGppC=Pq?sOgy!ot&D3rufH06>z*wJcq-Puq0cv$l*S1VtFw>LaK!$H_jD*wJnJ@Z>{-dv0oe}p zS{f5Le*|+QpNG}m8=mQ<5E30zE z#MM9&$NcLgHBK0pivTm2$o@098c{3(EL5r z>>6AgY|dW?83QIbcI7hqQV)WF2{9Kg% z$hD3>+Fo3$bby3lmE0bCDjq*2VtAHzy_m4|2H7v2T(F<$8$_21#&QTfhU9UHJ{`U` zXTIQkP5o=NipxnVPng>z5Q_eR&Xp%Jmnry=;g=0!*nE^LOkQlu6r2-O#j3k- zxQTGY6!Af#MH}}Cu16FD58s!vUCl10eVn}K@)cF&n#@%j9?2YgwW{Cs!9l1r^$Z06 z%BKIPDJwnAD}`X}rM@fZ)N4Qcm)B`!f$>oma(0tr`h}s5VQgG^eFYF~qN}h6)fcznJ3+GGF@lAS4ezb=WaJf7gPcER|>xgmfTFw zhHslFb2Jf1hogB7rnl}hWD&|&N+scAn2+$Eq#$0R$z*hg>$Dihf9k|Hj$b7%3e3Ug_-8t`SYbEDak-b`RuuKW-3viDi$U+jcIev8HD53)R zq*Fa6>sZ<&_Qx)RKU{jgJSyIvvt`{(%l%X*$QKo~b)hM|)6GI2G=k-@ynhhof+L^M ztP0sCQapPScwSOW=`p?t$0ml_^g)_*Mv&dzs-RD97t?JWGJxjGH?;YnTvsb@xXlpA z(lUX)zL^pgH*i$YK0lt1z3(6fM7EtC779=Iv^Dax1|{m>d8R5G1k5HFSVZt~M5N;) zqsLmPU^6))1LUV!LuIp~VkR$cZq98=?-cP-qFITbO~BR6QPJ6tu4Tf<^jkX8Cz8Nk z=(9_y=B7~n30%a}eftT9?P0a{%(T;CdmX0nnggkFE%=!;SASDcGz&jzwC`)xLp**f zD`jKc)0+NC`*&oO^B8_AGelUH;up4-&%>Ex1dxI*^`B&bqRXW^9o|V*htH?4U-yd< zGGp$~3Ngg}3qH;K;6&qoEY}f%=o5E=Y3OQ6=PFRHg(ey9O@*R1H!KtTKT?CRX1OISfuY{OSaUUlgJh=h7qBF~!(#^s>m#pEEt%_2~mOcDQm6HA{(A)K2xa z-3Q?@;KQm2*h^p|#rIRlK8%v14A?Bm*5-GB;_8n6cW3O2SL=Hga4Dnr{+RRPY@V8+ zl$u*?2W^LkegQTAhEB9j9_eHOCksNl4gFQej(!#p6A|2J~>ue+jMGJGA}t$ zo!!!-pl=vluDK8TNJcqupwImM<=n6HrIud_5{)vbxO~reRjxac@#!Q?8tEqFa31_qL)T@08j&L>g zt0p+d7j>f8K;zQzWE^ZCOC{L|7=JL~&+$>9FOQMzdB^v%O*fHVPQa;1-r+lrMmA$! z0p5+J*O_gNGcxy5tI3gE&d1B=crfCCx|i}A@DFrln43~j4s2F5PP3=+IAYeq zAf=RP&RA3msb66AXyx@b zCv6Cf)4`Eg;ObGIzX}5r1_OO>lHoUk&A64-CMw@1LjMA_4=UVK?7K#ZvxR^F_brdv z%g{lyiZ=-B*_ELXQJwyI_ccUOih}zi(o{yI@f}j4ui_Ni)?L0axHUF8*4ZV=`p1o z9j<@XZX$C*McmUQY4Y<%=j;4RRUMT@j`0+t1INQl#XYJ7zc?cIQKBL+rW_Z=p|Q}& zj|ti@V!&1e&G*UfO|`V@PCKku{WG=3uvi_b zEh#;|Jf7M=@{@mqOF(ldTu;^rGZBpWC&3iy=hJi|@NCr7T0W~7D)K|e8$csb?S4Uu z8jgV2*~j%rCyQ?!wJ4-tg)O&Y31@8In6diR0LiXo4is|ZH9riCyhu-E7;S>I>8Xibw*;#?L$UrCFlz)C;`oAFrbkh zHtX1Z=r=^Ko^nNH!f-S*-q|JyS3OL@m?4B{q%OG#qie(VLTDoRory6}kl8-bda!hy z85!Pwo1P5QH;t8W9KF#Ag=V<_fv!*GzFZ~22Vp;5j_dng&y+#NBO)U7?^E>eht=C_ zv;`=YVgnI)Abe z-lB60Z66l)O$h?VyS6AP`WPEGx7L4>y>Kd?`u4CxC%`{vV+nr%&DkL?;he$|YfxPD zka&=o5Wcjkv45wAge4$6rX7^KbTI#1&+R(F53OR|j-!!Xs9F8N;#an?xI5ny`z&6Z zbbZP?41drxr-}M1%+{ZVF4DtEvI4o;s@jJ=%HJX7ZTubM^{dKEqx28~62vc~{Jc20 zmqFvV_(7ksFZit*N|d(*S+o5IMA>e#_}|e4(W5AbVn|ID;f0oeL!RpqPgp$uv1IEW z9TzA1a<|p--`MB%pE!!o=fA_q9?r>M&s$EK5A|QK_02n;;0t`wh2wWN;CD384i6;6 z&UZ>e=L_S0H@E(;x2LU_(Elcas|?dcuEHggqSw=^r(Sa{H4Uvp|JxGe^s$*#d{Ls! z>MbU#H+3tn_45Q0qh#BhNntj^9NcDs#okipy3V@&QzyePeC4kUT@KVgCmO$p2`EdU zOPK)NSQ{%nxfF9O8xYP`io^|_P&+r!n0JURieW-aZ;_y@nhY#jx{0_ShHp|~PbL|Z zV#;Ux3~W5cX%DN||heO9*AM2{)z(>*ZccPBRkh%W^mZi2!O2XIEtWVvnPybDzhiE~V ztouh!ePDwBn?K#h>c<|tb=!98iz9qBF+V?V|FUcU@}J;R=0Dwz|I^n0zSfC^^E8zE zG=zjBbOxW{U3Ix{qu>?jATeRDxn>QC3JMF|Rdv&Q!^t3N$4E$C!A-O|!`~tB>XESZ zbWO*AKKae7B+4^@@}UYGQDaJP%wXx{>i28&If0$OA0S3ShAD`F+?}DqDl^G501A+? ziW%*57qG1$FP$k%ZCj{k#c4%RbVJ29QcL%ul2s{q$FaqHEm5=?jW}sa^`>~x+0VKC zo9b|lV}F)YXFaMxf&{nZK+?7X1CDEcTVSr$N)h1eObvF3@(|wFBD+Bt;fdvtqu;O7 zw)uTvce_qJO1CmSiHasBnyoq1X=?I&tX$Jj{gM{>fy)id2_qT$0_g24NISe>ya`Gk ztua^Yr7(izqVXg47CnV4v?*o-aNYO4(u~f4Fe9>)kqFKQ=CNU!UMH zKyJU%>qovbP8QJv^8y~TgdukZ z{xd*k8So8HUd+cB;iIs{<2>`uv#m5sIpU`>xh-NisH#sKEuh3R={o_b#h7oS7 z5=LJtMHY-!tH1pwPWF(+ome^XWi^(12=-lT#PI&n*)nr%O!zMsov)?lna6%ha@6$s zE6$Kv3rcJ@&`y+cafOA#U+t*A8K*-jmVj~R|D)-u!=mcG?$9XRjevBwG)VaZ0x}@o zBi-F4-GYR)#DGZG&)So47r^wxLexRD3EyoZkga6g%|dsIeMmk zn^U4frZf8&|1KMw;4Pc_%%Gqkz&h$mn9Bnj+CCex_K?>6{qZXWHd2U#h;Rn3vKFXOcYO2Z(Usgj??!O}mmq39H>}n^*2eHKN#H-bJJU<;huK++USKD&roWt=T>S58)B8CEh<=trCDN zD7%1@EbX>FK&EGWGU5_^2DpfAVIv8dcbA6&fXyuA_$t`tHn{8Q;g|+O2?1_wUviO1 zLc3X%1>7xGm=cO!(dBYTf5Y zKHYcK?ML5rEAFn2pXLxUq7R$EBYpaJbeoslhpjSAE&&thhbI13Q@Wa{=jjBYv{u5^D z6jt8)mv!r)Gdo{rpFBo{bxh*I5Or%C+~!w7$U`d1!RZoRb;HiNj|}Rl%$ymNWkx{V z0)(yr`jIiAtbOC3iz|8Q`yFIHx~r3kJwOxJno39x!9LS%uascvT}?&4YNA(3om80^ zvu`AM_*;2I7hT7N_EdOcsJ%ZN)E#hfMxt`-UMA#wu(SXAh;w+Tou1|ADJr9vJg&R> zBKFs0I-)@)(8pAet41=zdag_-O&H+CAJ*0)1jzu|1xX1Bf6i{o^8NRE!q8Mw4_3Qn zxeBr#PaVwe769+IPR;Dq!Mt{rZui~tv8mVe`;dp(kcZP@zNh(u2LqV`tk6IiVEctU zjTI_nnzqR$9_2*-dr)6~R?C3a92MfJiF=x}tJG*|2%qQrkW0;YT`C_(rDMfntklGk zf4R#*4=EwvY9YivW+#7HEUgG4JliH~-;N%Fx=hg|6`JHPHYfFcM}xg*Jpq?}&a#K* ziZt;e7k=3sgg?Bu`?1#s_}qj1ie|uudf(C9mS!Ysm?egrFcovR6kp4k+i!T@GJ|T> zja*SGO7Z%QR!%c^`6{OEn+!2Pin%M=VjC1hVvLs%;b7Wo3 zLG-<0Lgh=p+a|uWiTd?Ag=6(=6j*sBw0hI?B_++2fmJ{c8SLC&Uhv|$=`}IM8pG4l za5#Te3gXIX24^c9uW5a~W5))SO*FE%B)Z0JGNBns6=3uVo)v+1uqyS1Hy~d{x<9a~ zs1&m`{4Ai79z46jAjc2rDBl4-EG8iOf~*}_dW&KQ|*A%b(36zHz#SP7>wG(y0{|t?9b=&U#C4~;9Y?&4{xAg z_{eyCfD0z-BpnQgVSw^Qd8)9u_YVi<73?zW#QBO*d~J)mrt64K%;#=W?ENe-Kw-Y7 zrE9c6BK70q2>F}2!@0=!5>W$VpAK_Vb{zzhPH(zKa&)Jf5tO=j28A)XB!Z63=BnC+ zDQ}xcX(%MFmOOyuh$WA%WJ`rfoQQ1_^e@P5ZxrTnU=LNcY|VS$i8`1j3WF$BCeSQ) zJWN0DnLyW3=_Tp}Jd(a==?bFFIWEST#|!yDe=QWo(0`xCa>|M6n#Dh^))oEl@?x!| zKP8c$b5i?oN{cfiPF#bvn~5-8z#vEU&3>hDDf0m8E9seqjRZ~6j%dTh_#g%0@p0xL znCa?%fMle8^TLKY%uCN~kZ_kd#oe@gf<=pTeN&@x5O$VpwiUot-YkK`w1Ce6?K(qm z%x2);@zk%2nGTjJFin>hB?s=~6`dm#I;f3i1vxeZ`hT zc}h76*T=oUf;my;yLt@-; z9J>AgQcZIR+R~u;ueJBzuz-asSs3H$wRWF-+wg%UGucdHA^? z)WzCA?C*UK=o0hsgt?B0t%P$c)B7d5>pHAO3#CvjF}<%1T`oMu~YRh*77SF z#f8B3X`sBsgPLI%w}0OhG3?|rD(dJWlgJX#RrxzNHZ2~qFV(sqdX_PR0>S*sROy4& zWo0mY_89a*P~k7|(Q#H1^W~JgotEGInqB|U4&g&$71NN8XTlwVGOR$D0B&s^?wYI< zkQq)p;Ww8Ogd6S~Hy@up%xbsCCWS{53sjp15S?NCryX=1Qf`ViYVZWoy(8bHU@5A_ zQw`g%%0Or*C(0e0=D&iqYxHCZdwTKe7pE07-}+b84c6n1c^v*l3rZIc&mEat4oWYb zAzx3;SS1!TVBthjuBM`ro;QGb$D*}v`w8_K;l3ISgjT1o+ z0bW0Fs3qvmBMf&N_QsS{VSw#8vELxm^o6!g#1Bc~DjVkuI|ma&DThvsns?4IG*70-Y}ZyNoZ_PGTdkyX%-At_mIDzsrUR&V!5 z%yF>}KYAGw^zX)wVgf71Fl-sL8Hv*=_>BUP;9M*|F{|cUp21rdBa3ORqr4GGiJ}N^ zQOm{8SKX{*rt&_Rw2Q;uH`uIW$CaZ2j0?4{AuH#cV^*0Of&&$SPyeOPVQ+xVy8r9D zlQL&4{rv1cjokg%kTlFU0O~2Bj`G(XX|&(5ebdM>)x-5hvg0VVxO15*;pIiXhJb!SeqQVyu0J9c*h}wgH>3pt^z_)T;S%jY6g+7 z(@me+0^=i_|9Gg8xyG{Dpov0gs)mYJVMd1C#L65!l4|>f-A&70?zvoF_fIW1&Q&#t zT!X!MecQ;0dw3%Io_nl`k9y=|fjGt;v;rA$ueLurB{h(De+0(Q8@DF+i86${PbcJ| ze5eG!_DRWRh53CdBK(x{meEX~+xfD^+*b%wp6OpeQ>l86d+XBFi+?l_dmPAo5#}^# z={D-5o02qxvdy~z`a~i%WgUj!ZM7kI39}5A=Tz)ytbeDM!6cEwoXUWh?~5W3`b*jV zp;f5$<64cfmO%_mRPA=mD-`X(d)Wd}N1mo`phUUe!zqeei2^W3V{S}Uh!TmE5;R!T z>CdHDW;*pr3xs%niD>=iG!+llXx%$>pv^eE8D={Uyw=~bqY~yx{Dk3a@dDE}s9$XE z{hgG3n0%8=e-RYo>iQQLBXvL1+;#DYoK71R{ak^loWA8^E_%U9p{Fmvh1Zk_Bg*`f)F{ua z^{uI2|BB?D-7f`_i;<+NSox}}>y_u-l-cY?G~PszhB&%dHBg>&!Jjc$oeSs|69h^# z?1vbF1g9KR({}tQJ@3B!k8z4@3%N&xECI;;3MhjdYC63yGeT}MLv9XTLUIJGS+TzD z9(U@`yHb6z@;L6idfZ8V+(AAbAiGZBG&qi;5)#irvR59mK2HxAn|CSbAEVln9_wx_nTRFa^)4?UWvXf1`Zx_F$5{ecf z<{Y#-rd;IJ%lowgrBtT=)K>t3a~w*-tX5jsO2V9*Uv#)`qlmN`Ea0Q>it+cqb+^fU zSwL4$cs(V6NS>I8Z)luB%G@2e+{0b&|81^Z8f-@TpmQydISrp|x3{sBP~X3#t}fs~ z$X>M~JJ0ftJGS!!R&HmSH6DU)t=TkkDe37kLkkNFQ&LjOyGgW2mGZYonn!;3M zyQ4ba`BmpqM`ZgFBeXrvMzTgvt5NO_oKpM;~qN zMc00@xA3wEsQS%Bz2kUC?1-gn7dUH3qIGrU-xQ25?7r^Uo3yQvEjO0Vbn`~$lxX$J zrQ-ztj~i-U@!#iZUON3(x+)6aJ%8$#z3&G?(`p|7QL8|HOsgZ4*u@I)MOovU6PLHV z`EuBx46Dv<>EnNN_UV`cfe3ZtL9!5Pp#VIamZG$4z;NHP?i%0?=w*ZN*+Nd)wwJbk zN52TZKS7|Z)erOHvee>#RZ64^Arpaudum8ZVt4e%`{&qqbEI7rQ z!6^?4g{6_;@|5d{qJ7$H-`FSyb9@cTm)sW1k=C#LPr$F05;9dkp^Le8!7QE1O#N3C zIWMu_!J1Z|_BH_%q*)H(5x0GYQ9DAcQuY~STh%n9_HeFW&aV+80E&Sc!kew+cVRR1 zmIZ*7Ig8n=Nh7Th1#Z~JKig--{QgTRJ`>7;x#K8-6U~`^MV<|}u&2VB9y(U&Fj4oU zEoz^n`|G9Mo)2)XXB={OzA^I7pb{R1$0fu|Wp&RKPvNpzBr z8?uiZv26L*f1_n{6MbExrgjENu#@SfZ-Fa2I$7p+=lFi~IPkjv#nxG6Q`+z*aNO`g z>tdIz0a0Sx|DxbfzUo#y44T~!23;+`3dl(gI)J>mn?r!svH9a?l zhA&-=&|QUbA&XtinP{O;>J!7N(0SxslOaz5GX8AblU6BZzil|Cmjo=r-Z5~6vgXRk z$3<>4r7QvO;MYQmi=z0txobj=wN)9;4Rm$iP1-j_5UvoLV0tK04%R4Xsk&~W?i~( zC@w6KkOhemO56i|*mfjG)TIf^s_Q#T#qj}CCCx#^j8Re)padO+(P0NmS|JU$RyK2uuS) z57(~5BEjG19lf6>M>pMv17vbg$kjmDaPuyZn((){jq7PWv!L}@Hqcrfg8r^7{CqRjC{;~b-Q!ogbvN;cs9b7z_XEm|1#OLEMyA~xxmp}-NrwPy@=iapbl|)ysD`P zuyEHGvu1oyZt{4(&hv@2wY3DNnM2a85Ax+aut*TfHi;@P2O%$7Sj(h`kH1aLZ9-mB2JbQyipXz1koTlV6;(SF8^%!X3$73QNJ8+Ga$Pb83rWV84?H|!lzClLax zf7EofhI*smu3MiSHAOr)4bLfu8xMnFD9~T;Xd*EGx8;0BpV{q1CJ<70W%U${kX$)& z=)QC?aO^tnx|2fgA0I#6Z_7Rbq}<|F5abt|%t@@{Ft^A;1$8Gs5SjU|PT$y5NU;O> zVVR3^&Gg~TyQ6kZ4zIPIum@naFp#Th+q?*b3<9|3VV-KSvcDIpqFz4mW$KeCGbQzH zSn)%fKv2vVadn}Amba$?#|A1$2?(afw#jDeu<#5pO z5uGPxd_p6rG%ZMM-FtSqOWz1b;e0#xIrZB9#a1XwlH$p0$mQ)L+4Ma5`I(@(5x`aU z7b#WRxi88yO!pKqM(rNw0tD4H)x;0PNWd(H zqsA+W1K=zQHJzNXX#BM;9`p9CDeMJN=4Z}ydyk5|_+3Dk$NK5I?!{eQxh&KAq^7L& zLx@m*;OS5C)d08fZD{WAk6XY+Fva&U!ROWLmO*{Ezb~3DJ6Ol;$8pe-TcBFPq)jL# z;`yejqvW@{O8Gd8MT|Uz{BLm!p>{Dy4pcZpJGL?WOl?>#vHBBt&O@j2#`m7ptl_G- zcWQ6;5!55W!%U&$Ix9NdI^?ePx#`rA4TFMkh@(aHZNFCTGe0yrt(fI}2N2NXQpigZ zJU?=`8+}~p*OKD35^ZjPF6m_f85sZ`Q6Bg1q5O-+t@nwe||ox z$pv-py4iYvb536|JSgE0X&%E`w8B1j`VrFd_Kf$ zbp0L&%O-}R4AIa}+ku-`!o$`CI2wu-EP7jl9rsn5+)~G`+HB3i`V}p9SmUL*$JTy_ zr-_94$JcUpeNnKg`*-D{78-dVCQ;9y1R3-J#-zr%kP)SxfFWo!+a9f(%Njv0m#ir7 zdv%pCu^ln**_Ua|#1-Qs{Jfh_lA;2Q= ztu&6^j+t1|#TkiTuQS8?=TOOVDk39+8^il%rH{a09ZLFI>u)*8fKX~U+k5L-#Li9N zwsYJ|(xL#2j8?`X@5x-LltEdKd-m>wA+p0-1m?y%tphLWX>Leux4pI9lW=Lz7AW64HFU8Km`HlHl1;=q3Wn0OIKcdR|w41V~w~(cE*+quubTY zT<7BD-#Iq_9g!hsUwG~Fl(qc?)v=rc=Dg^uUbWpU6}z44Gz9VEb_<*4 zFcvE*hGK(oU6J2)BXJkJ=j)T$cC8opR=j;Jh#?wfyAj}dD<+UvS4F=Ryc+jj+shYW!&)RP?qep8*8Xi`1xBP3wtJ;Mx^vb`U@n2hLyoJ6;c0*)t-nwo4sJnR1~}hI z4N`sn;GA6~EC+*!gXRVy+$d6u&IFS9AlHHHiJZe1ihrcLuH-56Vm3paoC*-t-hRHh zhbK$v`UOY^fi0kjmswQBJM_%^?j$X!MUi0gyIs=QCyzE{Yn^y@{(}*Szd&yJJE2{W zSW*M6c6!Awu8r*SX5?u-eblA)Dg+l*^lI;UI04X~Nvhj{@i* z_}u8S|2Zkm0_MIE*%E{fpf+$4iU?;ZPVu1Peda!H-z;N~VLAqX=e{&=d4SAgB;a!~ z9@Y$H+ef71399Wf!?&^OL3mJ9_-s*o2pLve8#oBIDYPXdM(C}By=aVuqQNYP94v*t zmC!8PeU;+`YH9j%3?G4L%?P7g>nA`zzY-K!Fg2)xSlihN7=LwzLn!UFN#zuYsJ54Q zuD0({rD9+T0aGRpC`u#Gys9>xdyVyB5L;;>vJ8q#Gv}$YNK&UyhP_{ zBrvVklC+is)xYzdC^gvkR31kb2%?x+fkor8`n1+v*2S&{LtVu)X=(N%pq6CT0Q1jc zw)S$&Q!||nsp<2geH9n!qb=i_?4@!Yty$1i=|hh;RX%5eQedx=wj`+IF+s|IZK;6% zDi&wO4*vRT8B1`kH;rN12(GK7tG<&jE5-)&6%h*^Q?bUQaA+HAbHrFWwL4pxHhvL$ zJt%qL=YQD?F<5=0PEc@dC4a-rxxoz9T_y)2-Hls?;Eh(v$XVX#;`7Mh(R|xR8L@6z zWtEs4;#yQU-_};oy06zjr#VG<gKF4Y#oQQHS!CyRuZb*FGl6 zSq|ttMAI3iay}cM;an5d_-;~gtgw#?*MG8}bY$3WGbKrX4&_+zSS}Zvsp(8e!m%5I z9S^X?8Po`=Lm`moMHMwC|4NSSJfFvZN`tYnG0n$6ny5YhRvQFFj#5!m-)0ru06Be^ zbYiaNs%CdU8_tck`+7b8p9X=~9})Y%Ww|kHz@fyrfPMn#WvdaZsl_HCV#CB$k(sLR zV_eDv5q|PpTb9AU6D1cCN_Kl|&t?LhWp1|cM$gerR9pd;5uKmc%JFU3S)U~V3+l; ziUP+Mn$w%z=*V==1}E*B!u@wneYs++m&W*)zhXJO7AoJND!Ll)cxLSF)#fKK?|K}< zkbdgri^H2%WlYAi0G3u;JiOeaU%^o2BdjJ#-3ckSjdwzm3u}PQs6CHBtbY(zcY>QH zrzg%e5BMiWfib`Sz)+~A3J5WSRy7Inm`S`KP@jsT4VbGVh@>lMXd25gb;wpt9wJ3~ zrS4!Nn^MB(C4mCjQ0*+%=jMg|*k-`b%bB_Rt-AYxlc2Gm=J^fINxkRKuTDhcI4ZXx zE=PRNPNq)`O@6ke8aZ|@dc2DH94-f-ZmUsCDsy0Xj@T_GS2{}Qrnr}cm?UAJLBMl{ zg|&w;U`IEs8%5W-aiDeOI-VT^LB%8~PK(W}!FM*Yck}Z!_m?hD-i7bxxP_`r5x^08GL z9#2(8#t(Ydm6*@35i4TZVmR@u>svg8N}>O$B01Vdo-28+iy4yt)N!OY9)4-U5fD^U zO{$RAz}eQm4e)ZA-8UmHh8b1{82OH)_6?}xiPfSu`;kt~~RJQpuVK^Sx0pAH_Z zf1bPg35k65k-bO=oTMgFto^vxlZ;CwXR^zZD8n%h$Vn_?Q`ZowC3R`RAJAJk|4PDb zi=LIgvUd8@rwB*S6+n-obfwpnQ7|U+&Bg{h3x=@q<0&|5aWbP_=a zHo3OFTKSYc5qnYn!kF#05AR5|8c^UdL9?|cnQ;}>Vd*^5l_EKGcfP6lZzo4!O?Iu( z3$wFV@!i+)A$QFoG)m)_hl^%@o9PF~{}`N}9uUZJrNhtG_M4%J7IYe8Ao4OIgptIx zYuJcA!#4DZI)~k;kI>O0Z?_@QsT#t_`T^EHno8{UpLr>IXU0l$VC;SiE=#XfSF;=a zQ#%5}JyrSxB~-qu^QZRQo|xiadA2r*zwLJHfjn_Z1J4vH)h-^phU`T)NaXAjq?2p@ z)7}Nxe_$HM^N$4@P-YMMb`h!3>fz0NdsytwmgP!osC~I(^l>|DLs`M2jlIao54T1- zI%J!SiT{j8~KLe5zu z@`J`-Lb?P^Jt$eDR*X1qw&`&)_4^yk}6S0WA&}E;1XO1{IEm_XSqD zYpFlr@w;V0WiNiWjqiHiZ({OOODX`y2Dymf&}o+IsLOk7K2`ucohAQIp+;+iR}3vI z`U{fF+sE%F#&l}00W&FX_x-f0V#4Ufu~br{qjlpflrplnkpUQ7b4hN4^=}iH=H4TR zKbh$ooqFGq_T-n zjVtwIUXi*ZK6^5&^Ibjgs)sKcrt^e>FnYH;Qqg;;P(cd9a&(Z<5_kLIU(|Zk6N*j> zx$H)wNsTA|3YVN=k;J|-B70wkAziLr1Z4=n;#V)Fo){h(UN5r^+}(0k#t(L6%#eT$ zV&1C(boZ=83cA08Ot<@L)PFfOZ>Q>i-$ls>o3~D6mkT7=hU?7LL`;2&BlLMc+?Zz9 zHar)jfj0UQa=YcPtrVk>r;&e_A<8mJUq0Os(p~(8?^!QlaEYNzdMUcE)!IwBnJPDk zThf4|_I@;+jc_drY)AJNy-WdQQ(|A{9uJO>^C#(<`*62)(6%|QBidB|2~XnkR%iXI zmBkb2{GvbdiRZA6_+JxKo5(WWshfz+Ai6zta8i>F(xvNwt1pk5`=7qie()k{sLLy( z7dsV|e_u&gPgyV4Q*oh48MyE&6sr++W-z~0br@JwU6x>QewzgU>0yBlx(hc~5wMPT zaws}(>UVJOooOu@9Ln(3Y$dhd5TaF?e9OjY?r5B!$j%E{EaM2^8LK+^p%^sh7P_;k zkwy_HeMg}C zMl(XY9rN|afg!T*!IU&`(gP*=9R(h$TkiRw?Ra1f8GDmhLfmCB?SUIgeXnaG~?AM{0u1gJZoaM%1!6_GPG zAp^oM6VMFN4*cf;;s?<~yg1m>B=SlCkr$Vy(xs85aEcAsk173_lPt3i3y+x9W5;F9bjCboC&eO+UPyd3R#mz9AF^vKqE8_n_tr8S7Gki#G=eiTrVQrQ+h35mvjg zsuH-6Xfo92%vlg?%HF@ zodLzmkEu^M@0uzn%So$M8e16)a$JN^eR<-NS)ZZew~zA9&fDU|p=`HH9VY^_4)gNc zy_>RSwy)0hY|crkL*MO-f9SWa>p!D~FpnEaBaPawKd7EV>tboQ1+sEZZyurCLM~nh zVk-EJ>oho#mE8emYc}qoPE|I6j95JFRp)A2fe@MI-6dbMrpmnP9AZ#e6_@F@DW~Tt zdIm82IYS-nT9-X*!5?BCpIfFP=ME!j{hUYZY^L<7L+2>5 zQeJvD2J^%+#K~*#CIQfJo1xP2;+Si{@9P6E!>NCAikR`jJ5G!46P2p|tt!#qKI+N;#M4?5m zq=8u0Q?bPZv7s*`u<2JLZCN1Y5B?JA26e~;*Umv0c%zecFw<{EV)hOMqFJy8xFNT1 zlNRZ(;&WA#IsC(Fff!l-jAkCUqZV44vk}8&iX!JCC*^d;kti zvru`)gql`07{Xd8y6O_C02>hxsa)x3uc<%yL~nm4OCq9lZb-VS^W#1DzER@Lb0-W6 z2wC<0xEQ@Aba0L<@7!rnUh5aGH4oG@IaLO@G$s@j96d5zn@XbhJiK1xQ&NtO(J0yVG5S3n);(Qk^CPIKDY%a0>2B`2sWsR9 z?~1#h-{ZmZ=hQ3-Osv<`{h96(c+fXi{5nXOq}tQ6+-zBwhLFaVa?T-G-T7_`{B3*aFn+%FK902__!j%P%?o>^ED|-^?9cN z2hYHyUG}!rRH=RJE=#fasE^+YS6)mgaJ-*yqLm48PWRSoldnf;i1Zd^z4tiy55|Q3 zI)5EIe1-Jyhz77`9a{C&%)TF%`k8x4_BS80WypuQ0x3{bGp509cXD$RZ37snz6o^L z#qXa*JisoD=Qv#HsXHfS+xs`wQJI_s)xhxp10p0%XwTI9Zc;}w%=G)zwO}pfiUCKr zR>izLZo9^17#)N@``aefF{KAU*{}8$GP|?lTuP6|%Xcir2EhRWPW>Ob{yu@qDd;NVM#Gp(Ce_<;^e2XPe`ogz6`D*v)<)Ey$(^+yG`OmT0;UxCJvg5!I>?7)hT~!{3j%y;PoA&J z(w5Z>sJ!_}yMYtGF_ktX*pqXx*-~Am2*`LK`2DXJiRIrO0`(S_lMzEk3~Na?AK?P1 zJ?J@29!3|OFK>9IxfT|srNsw31m6A$A{?E=`%4&i1cAbe=Vz= z`Nzk2+N(;h*!uriQ0{I9=kKBB{0Bu`iz2LH5AJMW_yOKWdkUq0;+;8~Yk&fGbB)b& z!Z8=Ju7Tf|au47|%A2TUp3HxDUo=5%2R7Smx9&6ypqfyrS9Q-j;$w5MswT|0Di$w4 z<0!Cgl!7l9u4?fhugxMFn&cu{de$kKj{X|UT46G?X`WZ{;;P4LFKY zUajV{*fr}gm|l7kzh(rZVQ^$y4tr*nAn3s%#8#RY7r;b)*2dpoFDi$ko&bEkA-B|u zts%CNiIK9MQEGqfhZB>o_5^d$Z6h!Qw}+E;KSO<*_$<;pY;HOfdkoz6OL2zxG;q$q zok7Qc3`Qt`ys_o9(LZ&pud*>ZocprfKibtpK$&yQs~@9~ga&$A$^Ox(Ck0QP)~50; z4bq($l=qyQM`mj%>~in4ktYo|3MZQ(T6ByY)fmXdTk) zHlA-Z{(V4|3vt?MrFfm5H>{t5GNTyqU{w`v4S6u0?XxKK~7cJ=GI4bLmdS>_X?ZpBP(%?b?^)A^TW>zhG7t>-@!P58Ydk1voH zI>I}1$YzD!zk*03xece!R!R$idrly0m=|64YV*^8PL3QB3nb(pM;6zjicFCf<^Hz- zK=fM$8zGDzK$g_6jYzX*L;$!Vl@bWDDQ3)L+@iwKb>SBQIl7l~HH;ZmNf($|+n#f) zYVVhSt?&0bs?2Dxq)M90ZmL7hdCyX*Xrp%wczqmXy~1^yq{dDl6YDPP{=S`sj~a@Y z!@8@mf5a1XgkN5-h|bo{FWCqdPWf^+H2lbO$zx#p2;~|hVIcbbhu)RWJ}DsA1@IP` zs3eN>Kw0-1$mv*Z^FxpW@{KcA19e0-=iz!1bV-hLZd*Aersq=N3L8A)mv-43felV0 zeh-U=&5f6oi<OaeZh2a&vk%2hgTxWnfs+4dm!JU%nU)bv z&TmikC?T-SxGfa!=(GG9L0wzPYs4(nN)@!u&ID=ajkJpWa@A71v%KN8nJ7l}8O$Iv zd(_c<8otSt-2`v^2`eCwl&Qzh;>wur{2HUXJYf;NuftOq8)w{M_ae=$ejADU?u51R?%p1{b2+JdXi5*|Gkd*ZD!zl_*?kKqg(yp=lYlH6Z77=JCvJC2xT2P@=A)yNmTFeh`JeXG4Yev*_`6B#SN-pP zQoV3W5T|ETs(QUo+mq!j+3o+pc4h&rh+}g-$9v>pyFvWts06M812vw4vr*JHK#?f1 z9O9BWVoSW82!qz4bP4!x9jQJ8F+tt}Hs;1ORK={4Zx_Dp%jpSb70;p=fVkT?NDztZ zJ@z#UsDzL9>+qE|f&4tiaWH$##&yR%t-q%NA0aOlqvBW->t_Mhqz%V_7omf(8*{jI zStaSl<{;Cf0W*7;pu@4t;7>s7nGL4>>S%ynJ7v0>F+ng(ll@jLi|bT8ommsQXSiqq zvU2!oSj@$!u8lk!SQz$ZFPfvwtSfIcB~_~4uO7?uMd8K!7}lYhz%e=zC;-Q1ltOZ0 zyET$gqhrmJBk?lk((7X`yWh-F4c@N zl8qg|uVkk6XvPTi*2?6MX@Bx_Sk%(N^9DYC&#U)2p&7m_(lfE948{at1=_HeU1ea2 zydgA;YnZ&u+WjgrAt1(xZhP>X2M>~{CnQN-hr19P)5$IC80b3yK=LgIrkJ^br~*ig zXY-R&bCXO~1c~Zq41QFeQ_>;-C786c%=lDvPpDitZEQaE1*#Y|8xpplw|UP4>+G?# z|90^-wI>c&fH-rJ;q1R3Tu1~jf75}ezK?9-);DXoAX5OD)w~iatf%Pz*5h}@YKFn6 z%RVi7XAX1&pS+n++c>eUhs!RW6@H>i+87wC`dn1`&+Hp7k2`-^sG(Cgz@@eH&L1FR zVG1=pLpZc0hkxlL%SlkTKXCw-N5b5M-p8<&)Za=f$EDRgfZ|9eX~toqrwS^s6w`t5 z3E%~l0BY~&^1?-PR$>`Lhxv=|h7?4ZCPVCmuP{!WpzDG3a;ZCovA5QXf^u|#0@0LQ zh)TZ4;KN((ef|Bs{G4fQ^aLeCzL!8)Y>L=Tuq1Qn;_zS-JBB0sLzBO>18QrrA%0V^ zNF1zH!(=b~@D>$cu}r&l8YXTTYpYWl>9^2Rrmg31tcoLW)~i2#c8yYA7$m+5;t%zF zf7a*)Wh-f z`$dGJ5Z;X%B{xT05UH4KUTF&8u?f&-e3~(SN6f?mj>=y6lX1Z>$-24kCUr2U0DG8T z=s+|OkNzkAN9_GDwI`rI&L(cfMF~}(hW^sLd@^B`Uo@0mv3>iWmz0X&>J4;4XHO>^ z)@14{6!wL>AGixLwzv7&=1-Ejyo5E92I9FVd1-J?+<}BOIx1~#|A*mlmT|yHz29^T z2*yRqOLaNj+{c43v*NCFNSOg)LKhKY1FY`k`hLwPK|qlN%p>l>z|Eb(Zx))E{cg8T z9w7Rf20?FcvV{hyrm+Axr!*xuyXhf58f%+;98$GHnR(l0+(SgMljBM#sZ16|A}60F z%}OvgQw6mwQ8)c#441E3)f*|uC}(Wpq?jA#Jb#NPE=H9x)8_LD1d2CKP+NAfc-t7# zEAja)vohco??wh>3y%&_cq>o}-z^ps)Xz+BLQNhcd+A4Y1Oz&>oiR z4gNI6_8>k%R-EYNoVxRtmfawNnT-0i4b|;NAl{$%#V<-N?txv@*cbq6%S@R)*jF(U z0u0Q^8O`_&K*#e*%{!v@5TwUxSHy~smf7&pMJMa_GF@YLYeH)GZPd^ZWG;k%!GGOHZFNfN3!50z&pO7>kzxe!krgpb-C z@>f19K-Z0m;mhWOENUsylgc&ptUOUR~Of zncz=WY{l2V!FEHPjEzmdZnQ`I^&FDxdbb`vCk3`Otv}8y6S-fu8dg=M59@n)D35tD zcInhWGvtF!?)|jIUxa?pw_4Ahz{wwPFytfcV}jMPQ!?7%*S{Iwte(L=QRF}m{k2dn zfM5T8Ek(e|iP=&u&dN$Pa+39pjyD-r#s!JdUH_%=FwxO*|KS&bI?nTOEJOb84K<@@2k}JpC|%m z9}sLM2b4m*5fF1@>}F7O9W)4sqCQZ07p*!#bi{ZdXNiu*(qmj3o1wv*MZ1EB;ScxH zp9r5!0Ux>-1Yy+y$|OAAx)19PcJ1B1U91PxOQHr9)Hj6x0scSpPIS!qmc zbH_tg;W1ZYqgy%`*K#2f_JSr zo>#f0V7%h<;tOXqoC_tyCIO@8c9OFYMD|X2?UGpV=W+G&*UfZ7Oc>!yKUxT#32Ky1 z0vGVDh5vj1#mHY)9Vcf4Ic;w=!|3WzH|u3~h={Z~|5J3V%@hnX?abcB_H|iX6;8}~ z?>~`3Ur%g<^l5t&v}*ASMU0FkS~_G`-TglWz*20%-Mm&u;A2I#B=cBZ!9+DPU+cq` zSr-t#_5e&?pmSn1_IcG)uRsNw+m=9g6^whqiSZI4ZHVKCDc{pWb|=tGyCI*b!a(%@ zT7VX5DZ}ThDwCmgRL~>pFE9_K%}G^ti3wtp_x8rvnNW7Eq0|pwn18N^e0Mc9_?^#A z$*D$<#k3A8uS0<-)enT0_mS(o2HC3k{qOhTtQg<=G8=BI#*+?E@~xAGOliwJDN66w>80=7GV4Iu)UBZ!Cx# zw-e4C0DZBV=;}J2SscUrA&V88%4jj)@`MIkj6e(vgySkctnI+{(FJO;qOoRJoqv2O z)_20s4#%pneCA${dXfzu0xQJHhlzmyTv+~?ppzzU4Wgpx%agZs`XL75SBx&qcEQ6H zzf&!qc{Q``SYkQzYHR!9u~2mowPPU}^SYsOsGObG-t~u{C2oQ~ww;#ectz(ooefFO zK0CZe?(7}o>`rPWf~emp$OncIUaK2mWwZN!VA?FRSm^@m%!Z}S18FF8|3zl?ncZb@ zHfBOM72Audv>cy=^>N~d7LVnN!$YyEX97Q7;(3oK%{hG$$7Avqr$%W&jg)aYa+y7LISfkILKi;A-yNiqiR8p~>_0fQ>dn3VT-3#nhs z<}SpCDGX9l0BNKlEn})zXXtnvZJ`nWta3=}tN_UdkF&rM;=KNd4W}^};B} zXmQ3Lucnr&WTq?A+J)@}wHsbIqrara<7J-}1rZ9cQ)GTjy%~a53uJt)a;ZJ`=f?#* zfXqi8yO)Zv`)-7~+Rsw1{NsVI{U&8=UYerkEXA1X!4EP9;HZ^ba!{BgrtBpjP7pf5D}0@y5T1< z$$`Y^Zb_+;(lC(j#_#d{-uExq_UwMnea>~Rn9og6Z^gyv=lV5l80Osa$L@}LKkbDE zxnOcu5^t3UKAC_G-595k0^jHV!oDRvQcr4D{XS_0)s?yr54?_kIghCGCB*4t==8JM zn#QJz%C4oeRw#i|Q9i&rXx~_;$<3vmUtBr4xENZ-4Vf`b6gmk5hLjUxpcQW!ABpSp zx4x&m&AHSRVs`fY+z}Gw>Vn0BNJ0=3NsP{{9Xfm5FQEnpn!1(F)n?f+={7Tvq|IGM zL##XX36Lkli2~7pEt|Utzi@~{-IVH_hvxt*9gMpl6op9Eh=yky=%$xGG4Pd796G89 z%@hT5Iez}2>lbe9#QM(MFZJo~XlNn2v~kVxuVNDpY3osL+PHy6NaAPctJR#_)53&r zoM?2v7EMGTd=g)PI@)4b4dmw*0vT@(Lc}i)OE&KAqIU(PDM*D4V>=c$%>6rAx?M}pr?m_9wcYIk7+H=9Ve5T)xcGYuOp;(R(; zTx2JSJ?!`-lg?yV9ga74F}CP8aQ0>XFR`_+^p;#R;m@ik+EMdAN~Vw;ZTdGFzGu^W zvTGM&lT{rer(Z}c!C`-oFEO5;+8n`|ML_WD;wN?C*;W3|Uu91}e*dh0JOd`U%iDFU zf}uhFh>pa1Ejj9+yiLM3SfB<-vLb25Ud42+5Yr$_$wCf0Z1FNdY%wV|G>WA4sYdX? z`70j+{@e$t3@H}sNjrGlt^RqHYd1;u8?UaP4D=B~bK-aFlfae`ggBuEu5gxf*$ng1 zi@t&&;yoK8y_Q=;Si67IXQV@FQ$dFq;$0@nDNd5>5H+36$9;VU6@tl&s45x()%-t7 z*la?{Oonl2J6^M*GP^-Fm)2^R*-Sz1#2|G2))@1#i>A$n{zVC9fKi+2O3<u-$+v5yR($P$oWzd93PIic$+}u57ajdY z(tX5~S@u~jNQ`vds^L`bpjhR-DiBDrf)n{;EWm)`lLJ!X zU8l&Ut_C3l9vJ^hA<-cW1VR%0r94rYvDYCeL8z2-`qRnwTP}qAHVx51HbB0ry?FPyI&9Bk-VsSJ?@U5_7t^t0X&&8 zm8|D8N0K<_^= zK&4j}>l8j_{dY9Hy1l9T(+;P)&F6GH8Sy+N@lD?8MYFJ{H|ld+w;AYrFv6wh_m2Ve z>vDu%?NV#%TE1A~Wi~UrSvxw#Ms#WMcICJ@sB`5+Mw{K$;<1Jv=%&q+X0jz~F!(lx ztKnVRY)vKYS+*w-qhUiAE_%)@UztKXo@)mBdtGR&ojvH2XocdgYW1}Q4#0kDPN^*J zyrF0VQ@NT%&EbC>jFKLkwDR{hU87^hwQh_%lk#NgjY?&9L$9rsDt@~A+0*z-;Cqd_ z%BicTxwG<=;n6NNh4CgOl4#K=Z&O2~$Hmur`2s(_Nu<-S2;#bFeuOL3SA~T^ocaa9 z*;fQLSO;ei#BF~!C%JZ@Y>Q2Q8xIVOr9NsSv)bPdUXhL-j!O)gLN$lx=l>KQd?<8+ zH|ZnAfj}1zi`>?!6W~~V)98JZImj?Hq*=EWf;Md}oaaf`Uc66!VSc1x8rvzHl-7r& zQ#5X^xL@eo_L?pb{IS8LU?F+wYgm1!u<1XVKBS=?b9)Y4$=KF<;=74Jbv>cwoND3x*g`{v`#Gd~ zOF%fa@^|8P^ryc2I4eSJ=bCLXBn{=-D%X)0({QKEv}jUMjiIaRCRsO&sx2RtQkdKyXfQdCx|R7n%Gp;G_obOhB)!MOHSu>Qqq^_(0NnC zvMTg5m>q+#@Vbjs^%)w02<b466@misz}{@YlP9UoJwvnt%_Z# zC0G`j3|%r3P0OC7-J?%?l?h8xAGm8G-h4-5blKOn#*Wvm^iqrD5Jy>f!}sUw!j6?K zkV@96b>O&_*^7b5kUn(doUP#K$WeF%SMsHDBsNdKuyi~6n_b{4rfr;azEaE(x;knU zDm{wZJP|*Q-h8`H;3@fuqJA+Ra|5bAnN=W+WZ$Q3!C&{5=0&0V>xCn6wy6V8lMiV$ zUZ(Q10)y6uRnK~&NxM%A!ZA{bW6%%=mE*G~DG4vr57@J)ABD8J=;*C!IFj<#MHxq? zg)W@ zm~_=|06w7-wAgyEDiyf(@%sl^!wKve)MJ*wGHd&A$R68;M@xfKTuAzb0nAM$oAkj! z3>6gPpLs&%^}7+U-6>~EaiCcN^P{CU)CSkXW-`(-t{qgd+|+5lcq zxMdioW)y0`t6MRDj~_ik-~k931^-}GGY@35x+&uu2Uay0ZAI}}>jP)CsZcH8dDLvp zwyJb|KIh8n9uhNQf5-8(*TV~prRBB24awd6Hb%`A;-~TxPwLB6!lyak`3gBnBj|^Q zGf`v8To$sZ@SAZTzUaow0sSX%b@bl*feV9S|0Tnya=sXtfj1f`RoiV{3n-lPCiZJr zf){(vW8!V5hL1DNJAivfuB(%a>x$OuAFla!<8@Kokus#&XpvtsnUZvts8Wd!4sU%D@(#-non9lvx)yIB&Ne8{n)&=PSKpVc&^L%K#pq zf$r**ot&zCgomkl0XRs^Aj6?ISP)rZuakG6TT-4{#Nj>% zcXA6NyXj_vJFT^RGJh_gPqZB|2XP4aa^2a7cd^IFwcBS;L?Ef87s={|DIp>%YnnQV zRnS=-D8)1fZs01?{J<1fyR~(f%(9zuvZ3+oVv3rCXr|ufzAm4!K|bz?W!&-k9|P*0 zKtC)GXc~f8RM4!9_cIulmjp{B3xT^L8|73sXOi`aBi)P7h%U_DZYhZJC%$>yCW|Q< zcgFdbXK92y+h27-$ii2mD|PzX#{T#8$W}463rj+iP1QDcErL?(fd3$0pM1fxNFzHs z=pN4L=F>dtZ3n{g(;-X0`TRH~ZU+4jKv%KDl3(!IzyF3+ERz=fbg@E# zK}%BOpjq#ix;V+B5PzR#MpLbpmt|#s^yz9$b;eIj*8pS zft|}{MjVPwL_o|ixW&TG_sLckMHJNF@V=SsGG2^uD6;GKN54RGXZROCGDc_F9a_}$ zGpP$N`8BQU&pO1 zZXIMgP39G9^Ya#joOsLA@TJ_4ZI@PV|`xh zx{p&JCUSqtV{&$>K(yw3(R@%bkC zN%6XOA&`O5>Cr(f&xDcK7F1ZHS5wwryik*-mZ;5bjkWRlosg)SgAQXr#vUYq!7=fd zK7cU3`0xE1mYD3U0*y_8<&Ty%A5kl(qxfko+I1{^wRr5spZ3xBgZ}ZOufKBw_15%X zr4uvv5%Sj~8F6mO5gj{E!{7>fLca_AqIK9^CY0P)Yp zWWh!FFW}Wtrpu1hUGub5lP~INMUm9ld$*N7k_RWm;ci%LiB<}6U-Yf4TescFZ1IQD z7=?+sUQ5)KUVU)WOzZ6^Py^Yii`1pRQIM!v`hkk|&3#ND-%TeM>n!dnaM;KR$^>={ zA^>sQ+`TmN?e>|pB~!{v+st0PE+NWHcjNH+qA5vFAle z!)@O0kh14gcZ4jp)g|6>o@23mi3c7KAqA1%QSB1z0{ z|C#MlbOAE6z^8v!CyfslHT5sZMoWlrGkYsLRu$N8&rF(zz5bA0xaH-=TlFkFefqd? zBfP!(8B|!N7rL~s644g^AKgxnN~`8bO4{(k>vYTnmIr*~Rl@r(9Xs`}Unk3)Jmi6w z1-=iqd_HtZ!RRL-314i~R)by5dtKFs*7W!1ssu0igiPRteZ7`AhMBnf&MG>&TIS^& z2GLDQ?}~p)`#W_UTt8=6LAiJ&T60NXSl>VWWJ!ykxhuH>wo&*iE^uH>=={VtNnxRh z0^%CFGiow_EeX4}PS-ow{Z5NNkM|+o@@IhzX7x*>*y=b4KPYRFtV~#VgLKFR#m|IJ zGU)mcu!ute4JFb1{U=Y@Op0!Hp63QBr<7!&PjeNlCPot`Vo8dmrHsc7F!d(wisPoM zp?gS=j)ZHvef4nD9;p%h^TOe$9KBuCgv~r8%6&-1IkG%!av{KaByWv0X%n(^6mWWVYolz*KFn;m60xWCk8)0-|iBq7jMnOXA z3n@9XaAsx-UVZZ!Xaz0^RqN+gt->=ba1%rkuo60;9#k+EW`Mx+3 zP_h#?$G~Z(Z|RJu`x#o;a+X9jUWO`!Q3ccu9wjja!I!%3E4%KG)}D{76mS2z0D(@g zm)-xzbp^0LE(CS|a|HePu)Ovn?4R3^i}1^YU=nMnYtwR{OsI9tmMD5Sb9WlN1yZqY z;C-b?8IinvBW|)pc^szSzhl%LR2*&QBNyB^?xK z-5=}kt9}>Vlm`|J=An*6ATZ{akE?Imc|QrIKRh&^FRn z_0*KzXmjYc2H?4if@*1Aq(K~$GDelFC1L7S9bb1?iuX3O{ZGFSJlYXnQ_^`4(RnUVu+dWNyntP=C&(iF zq7%ji%m&YPDX8(|PETh}wzt$r^C_3gkn^=CW&Y^PW z0zE@br&&WKx|GE@5@vX2nHnL<*7z)eE4Ic1!L!2rK!cW{%xe}rT@>)4yHq$A@0boB z=)qM`f3Yp zzz$Dl>Ffv|$KM3>uuBieD>jW!j#=(on?|%9u zQ`}&)peK&y_AIBN=xJ%VQGY-;Xzk{H+$@I<`ezH$c?sd+dOZ0jz6HJEQ#Y|dC@YFY zTo_#krupZMvpx+3`ap!EI;x9f%;Gj%*9k0Y7}8*w>Egq`(;Q0D2Tc=$*?!t_{igC) zX9I5ZKa<&|oVUQfLJVR$2$op5a%J%t_6A}x)xMq7%uM3b`Li`DTuA0qQ0Ay2ec}KKQGz7|bn3WU*M z|LsrzFF?utE$=&y5c${{PZPqT(kp;&5F@m+(;6=&HFZd_MZ28CS$Z>l=~eAgt+8`d zBS_(Fh7!!9GGW{D`BcERbEVAn5WET3A$fd9X%M;REU<&kWWu=;(0JIdhxXFYZk>OB z82I!s;AGX(t;`1wJ|av?xfN{2s8g-$CpHB`BSK(waRJ|MeiRp^s! z*2A3EvOGe*1yZ_GXSq|y?j?vWZi$jv}l`o{-sj02k@*D<%-kVDzELZD~cFtV$!jbYP(c)Qd zI<&s9S^%AQhv~cfpO6_h3kpK^$m*S8?y;wWLxfOI{x>uG&GD9n+gASovD?bs_p;Yw#QTf+9*3uN#fgEIn(WyBaRJu;0ZZm;UwiM_VaX)5dzCbq)WqipZ3c#x5XWDVM6$v<8fz8jB1s`{`^F@m_d&v={ndt%GjZ`Jd;2>1lxJDg3vhPcOkO;rEB?rl61oM4J? z%^ID`n!HavDR@F!r$&Qg07T7}31?^z^{p1zX$5)cmGdK>cTq1v-FfgypFkhFd$5cN zw`&N37dg1v?CGW@ab%7q_v*?p=Gm#^p5{oyN?ne~=J8!#l}??%v*+i}lQ`AbQpE>y z3z9daK``dFA=W&t@o~sPb3D`EXZYPX4jo@PwCEDuX>UZPIsSpNKwz_ zmllhs*_5M_;_rOq$WexIcBycY&zL(m`g=yi{n*sywTIQ#l^ylUlr+BWsTGagp=T zKhLNT7)lh+7U$x9nuWI(!zTUL_C&VQ!l=>vKF6WrYwC{jT;EG?Q9)@q+&A|#u)OQ2 zy}aA}dA)1~*$1;a24u8c#%}Bplu<1ZVCPfmmaiJM<|1U}Ox4dN@X`=Pos9L1Ye|BL$Ro6I3601&7OTnOS46h;2s?V|S zhk{u0XVEdN(n=UwnTPbshdp^;iF1hA+S{?{W89|MRu}7*Dq!T?h|by5F5qdv#tNfb zCHVP1$P`f?C}ij=eNztJY0=Q6T_Hi0chih-DJK2PEKHIp%BJ8vMU)`ywhSru(ZNVG zWPYx1Fkh*{|GFOa_E%VK0#tsKo^18?trAL?e<{|wONJ)J=%>)dq|WIw*R%_Jm%|(T zW$M1!=}hvgp1!!7=|iZfB{~qtycb=o1H7_14t8)HBTqk0OxZBXvxx>3N7cIo{o>QB z)njY2dP0Dt0sS03VSA_cB#j^3*lA^VcjVGoKkofa*lG*luc{T>0Z!5ESMA%bTQxk9rxO=?4gjniK8s+`&T_ zK>Q$a7qx|7C!8&k=U(J!=f!T;txLHkVy{r9L?@+%XFlM+Y-c$&a4H*)0a;|(jmt&y zkmc&!JCEP<%BAEf6W$dwX1KgCu9xggjfv0J&tZ6{+Ac)d)w7X*4G&_wgG6u0?AsWmcRf3itA687# zfu2xPcLX{$^jnCobD`|*U{vsXLCv1f`TVcb1XVV#eYwZYV(3vtJ&Tuo*)rDCS(gwd z1{;%P0xe5z<|7y8m-hr`WeBdr0vr^i4-L!!s3iJ(+OVjaFT1u9Bb(p(M6yYP z_+zidaX@*AMKPcL=qvEjRGf05>^TXP!bUyhxCv2gV}N3f)65MD{))h6`_f)ZFxBRG z?VD$!#op+v9nI53j)L>fRqogN#1L|OehH$EQ)T951Sw_tl*sqfwB%^_p`WsU`{*<$ zN!4{X@))E^Ul^R5@cQyiGS#^lIrlNb-Mc1dxpDmndVH_=iBBPVGE$q_ER#3Jc zb?sH85(W3c7&L8#C>QyWIHSfxhF9zPjCW0o*EiqoOVi2EuiSB4!2kx>iib@%(SK&q zgpqXCPYR+9!+JAOcv;xiNO01W568W1-} zZV2rgzs&>KTIk1@*MYU+!GMTuj{I~Fe_N7Y>H`*+U!-`pDM46M z=_aNl=eh3TATG87Ct+#x8mg;~f?BQ~szLU=u9YPFv{1;}3Awjc`GwI7AT%yn+h54Q z6^hW;7&pa05qv}bh8~POacYys`7mq*0Y;LJMDK1NfIsBh{mbgWkTbpRhw4YQ;YI76 z=@!mPjOR+2Dqo0*Ld|7yMw(vFfp$Z>FJ7tSP1wQ8(F4;Uz=TR@*@%p9RIynLT5iAi zK1VLR=|ojeNXnDoh8AQpgy7_B)W&ef2)B&mED*4sci)~$*|Z_b6g?ojs0FyP*eZ5M zdJs-P&W(9b664>0am=0W7WiXyp@})Cyq25hQtS299Vc*S%jjZ!m#p!ha)cC|TvA3@ zfBM*e0q>%Y1}TNqFrk6;(Uihg7D(fUa zbwv$STcT?eJ!`f7x_v0*oQmphPpb&KBRSQ$UPXi?a%6H=v|`b4M^5?$y0h$mhVTmS z8jOg1OhB{KDkJ`^XV^)4Wh5SW_VdM}`hQ~VZ0BC|m?mC)ICzmS zjLbPk&n4?gEgF{dm)zUgJx+XhP#_ft>Hjm6}1!X2-5V=k~Wqj!><)xWL#2s3*~ zx~7y5E+d*X$P#fVqI*lIM+fw{Oz;=+m5gQ=NVqXf_w(7;+)DJ_JV8_Q#tC`=VTnW4 zfVlbVjzQgH*n!D#+8a*arGnf8V$VPl0ln8&UJR(m=s*0cuk~}Dt7e?V&UIzlc+dj} zt3D_)QwH=0@>~_aME+QK&=0?kzXI_Wy(9_P=fdu8%c&IEYGC)bVbDnRVx? z(-<2US(L(o5g!1*Kt;uX)ei)Huln`aza3v$x_==N}scqE|%3Fxyy#d zZaKqsKD+sEiK{!qKzkMCP8cL{oB&}W&q9L&6b%ir`7M1&;Mtpe;K!y4JxfLc$xFg|GZ;Z*PEz|L z7>Lxwi+Z<@bD1Hu=z{nl1-oorCln91$w`RO-|x_7E(Ln-$~R`uf!ii4Aw09jE>C{jFR3*!UZ; z9@^SD_8awLo4jemkd?a$l5Gb%|NC&NVyd{V%s#%{5*@mNi`C9CU-Z59mjb%Bc{G6SZhrFh^ApNga_npp{>@ez6 zlZ+l`t#gi@>FL_h2bDnJ&f6T-y1WBlWhl!it|1<9-XO1@qhgEUihJHz-z5d1x#WEQCC3r7g32*jDA4=n;^Qn)eL%1 zxPsX1#&L#odq3}kVbF%rh3yfi)eIu3`49;W{<^|yJ%bRVq}t-nj~`kh^)WrzV*!#g zXf|?>+*^%E4%DxR`3Oqm2fG*Z293R_tFInh#+BDKSuyYlWz$B?93FSeY}W867{1dx zot$%)f}%|LMJMg48~#^R;#f4}>E*tM(oONSx36m3Jz3d%m+MLCwK}z1Kqr?NOZ08C zOK7pj>uv>{Nr&~O@rtYq2iM|%SnaKNKy>#9BIj_H z%DEnzRZGtLG-D1tV;lnu>$sVg`#p>hbP-vQ{mkLcKeDAk4e`(Fw?iEOHSHFlrdf!V zUXEAvQkdIp(3156TYf~F6v)5bWR(sj=Vs<`T$FfN9L(cNWb{hmQh2ZFCQ|X}qsC-= zs!dX6-*DE2QDaoetr4`QqCu}IK7oZ!yi?HmbP@L zeHx`&4Um8z2e%jj{K40+ zI#^TzCA7RMitbKuce1Xi%wFqBX*N;+l+Dlh3i78 zFD|TxZeXm`FuV!&tBcTvu83O5%Ctq(0#XUwOa}wlOtxqRSX#T$0k7VSCkR}9Vc2pR zNGTA;@EpsBj;2r&&1h_w91SYSKY;{ss8pI@tyTUgNAI^fIT}s4PnUcdhO#sLRUp1` z+J`MxWqMRg*X0n}f7(;QZRKgKn=z7-Bxv?tVStIo^JPq0IZK z)5!OPFo1RL41~nk+aY|_WIZMMvQ6TAdI{@@cLqBbu=f7yIDQq(%)He-U$f%g7ZYg;& zI_j5;U;yv_%#ILHZDO2!MV)7UXewVqkE|QTnw|TFc{7d}I}P$zO2T+Y&M3&8R8p(F z9jKKNL7)HYl%45ugcP29VCpsndN1?ePr&-W7@|Gz5aV^S7ji~zUCYM=vOS8S^Uc8& zocf!S4fO;dvxnn|tu#`Odwux{Yir+$Zrd?9FVG$jZB}yd?*`{QH7~b`036>5vw1Ez z(oAom;!Elwm_nwv&urI5I8pS?%hg4})cA3B)1A*6g-q7?jlIa76#gb->{xmQ^js#2v0Z1nrsMON$K&f!HOk z7f9aV`L}#`yFgQ0BXnTy3das>^IW_0&Oc5&0Ch*2=tYv!zA?3!PR86|EC!H7fVIs$ zsu|JqoPOY7cT@$Z{K1B%bm(BZ)lOQR7n5q5*k<8dXeeMt-htA>#B;tJMl&|?Dykgz z_avP|o%y-uH*}~M4<9?(;`8Qw(ru_7y85L*MDo8(ZvKD!nKb*XU2{jc2rq4@{EvSt zy@C7#mmFz*wxb$@pg{+<5Np*ul159f5aa)r%nIL-)HY+XzZY1jK?8x1Cy=Fkqh``2 zPn=Q_PBL4gxpgjFGpYc+p`*IqAMeLP@({Acw*lC7iZ*gBTfevx9ctJ`B@tzh+jA@$ zGNngekkjYg@Yp?b`z0;a`z=uvR>sf(yGmhj12lrl>4@ zDS_pJuZeYbBi@;=w-nT<{#Cl-uZM7~lyZl@%4v|K z1xN!d3JCMnW>U4zEl2_8xgBE(WtVKRDY>Y+ash?e1x;}-Ve zt3}B_awa+zYzm5(%53e=)^8+tA0A8%Xo*W<0F0$v_-zs+HymakxSaveE?zyKc^NV2 zimt_*Pmq6&Zh>`+fwnVH>5(a~J5UPZx=ue<-kqKND_704wjXMguNL;{VZCPzrOkMuA<_Jd2FgO5Lcm%l0?y-;px54zkQfF&DZqDtEj&{}9Xf2qxFcPFk%RqG#HvYLQ$ zK?B0`j2=GP*->b3XB=a+%X5gvxC0u(-~w+OrU`@l6prvU8r1(~`_`S3`6=g90|O{Y z@6jg)Kp@sZ2=EDZ;BZ8yn|@@pmG#G81sv_=X2(iv4#FA46;XJFH3p?YPcd)Dy|ZC} zP{f8PAHYsIG_SCd72=^G-{zf}CfKrr%e5%x$lOSYIoNMn6Y0bWS%&)l;~q$o_{~ld zQdw%!q%4U}sum-y2dyf#E*V=i_B11~(%5f1!LK)^ET zNIAxE_p$W%Y7;m?i00z7z0mHYEIRBM_p^Kfg1^yOh-Zcz;rH_S{{x0*rWXY+Lkm$v z<+T`qc=9>zz%5~;?@sW6cGTGfC~cH|F|U2Gar}=%C#mK;_&EOY-(I1RvOzi=s{O_O z6dtn>CSH4hO zBhXc9j0&S78)i*zM9VTA@DO0r-P=42n&{k>I;AJV4?=%_^DiSJ%EvXehI3Ys3)o3A ztb8~eJbL>Y`wDBLR&^0?HbQhaNU9k2i5*dSEpr78VTvWsGoP4Cn*r}zMlYmoDv&;x z&7g%B@ZGrl%(G)+E(xw(u0h8)-ts?=`)$^JS2bN&?QXMq_kK)5-8-VkUXQ251S)p*BZRdftZzl(dTpHncFmyJtI2TU-zlGh~GjHM~{~BGqVwu+=#D>*9xZ zHl+;+s$QCicvI5#o6S4ELIPzt=sT;u&$L=W=d)7=x+a?jxE2xig|h9wNkP~2fz0r& zv=R>4tO#f=>!$UI-9E%wMjOKzo_92OV%LJ&UNtKZ`Gu5)XC*6LoCXdqbD!`@#7qXa zP5PV*##p@nUWR&Gvc+hFvVY2%P&b7$2hL@Dwfx`mS{Ii|KMpiVvi5p%b zc$iQv5bolZQ8>zv#9KLTa4?rl#Fs$}8{Cn{uBn142yR0`plQM1Wuum3Q2?UHzz~7n z_bq&2veZZ^w?o@b+c&}mYMtwi&%qp7!t9A>?GDJ}i96Lr37AkwAHZ5l;Uaz@M*U(k{-QOm^@3LO` zI~{<`+NI-W%t4SLfk~~7Y4kkt_3|5+&$TfLu7|C!y?Ah1R<`9+jK9;C&{l`z>PF5o zm7}ug5-YdxqP^D6)Ri^mRRdX55Vl*8xtcMJrYOY;scG`qhcrEGI7GqU-MpK8cN1R{ z@UhTtA`d7uVp1m;+>;l75p^I7HLhLjl?~N^V+)!bubdW<=Y(3z z3aC51dtWsOL^*`d0kd*3AY3s@uf6Zg-jaKX?Pv0rPJ9|V+Y>v4i))#(U>Hk zDY`g|`CNv?UtJAC=t6S92k#G9N-HF!+|B#CpeB+^lDT%jKwtXy4D&#HaV|m2DH-D} zaQA_;&Zv*J%rgN{_P2ZdlVk~mQNL_Ba5-bYW<6`Fl@!G-J_So`gv8TFj1c8(q#!?y z`|LZ?R8OppdxTmdTjH__1pYTgtD3+R>`(TIhl%kfJE{Lvwk@j2k*!U=L zSN>`1`j_4^|Hh6W40(sR1DA%Q_iV4o{e)7F{Zl9ttZ=ui<*Xuzt90F!7dd6kNa~aw zTE_!e(Un{(A^Z6+nxQ6~e6gU!fwQ-XsdRgSh#;o~WF{fDnhCpeZ!;fyjn%|d{AKZR zFN_tpp^&U~x4c=%#@np}fL648hrL1;1?;ql6BXyM#v%1O>5 zLOi~?GtFH=i{1TFkraCoP9UDVJH<*uaqC?CyF3u$z&_S+AO7Yp$x+bPF zHPhLS=2TSRX}+7|M-?dvbT9ukusB%ITBzE$&2|RKlbNNA*)(_pF*FSLG`8X(|KN>H z8$m$|Q!e*)#KC%BrFY+C=oke8ImuxeVu9}Ys?~%<@VuZd;dHRWJ+tF!0#d}|zEeJZ z^Vmh>*uGv|TIi3iVAk00&2K=h35>r)5nUBRBk}jin+4R4Oat?Dst0{qmv*EaP@Zvr z5h~wq;ndBybp(nXnVRYkL}1)7*YQXMPs( zi-DU0!s8kUwsNXS06B)w)b)%GJ;coI7KQl0`cj#6E)o>RNoRoIAKKhDBwEvEZ#Wn* z39p&l0nS-1YbRf!8i^QLFA%u(mG!N02e+mJy9sZ>>4bF`GAUwH5b--UpL`uLcOUJF zZ3LfUE!gJrjmMKa$o7%kNHw9s*8l^?de zjf|3+7No3J+kfxn{;?2#zwh+aDa_BrkeGnK39e~cXuU4p6*$lU^LQsC{3%bIZ*k~! zOdd7N9gAHV-o(HUxEfa*zlYz6JNy>hEXaPqG16~S(*YO0^Dj$_JNrdhd1JXu04_BS zqi``+n5xRGsb4q_h8wWUE4Mhl?@gyhn4nx5yJVz)f!}+OCNRHxk+r>9@TqfWGT$fl z0Bu0IF-BZW_4p45ns#7BLmpWn-v$Gt*8RxNtKj1A=hUylc8$_ptoj>gq;{F+S*n^y z`xc{!j7{wo70iS?zD1r%LaIAx^_V`qazhuZ$JWGKNEzLrp7*V4`O$~_pX&+o%iZLmWx7Xve5d|3MQ-A?Xk^^-qxLa>3 z^QlXVU0m<^m9!trJ$aKyI_fy;nY_jrLeps z;#JFK-6ezgzS1?!`7~;<>@?;nrIF>nwifD6W)&}Bl#_>oAJ$u+ci)pZhp=MJoJIU< z<+iE)jLq`xYKm2S`(+z{c0!|2$o`14%L*vLn& z+22O6%IT*BI?I0S6XvM)78|&8ELSqI5BJ96HOO?U-y&jrO^)Ge7nC1{@8Wfc_EIW8 z4Aj^>@zvGxjkm#Xdpt1Bt73!j_YO~;UbTMbj>aY|n$f5o5}8LCD*A{8(q(UHLZnMp z%>|ER3*g4G45NomJI=qeQ<6ZJ1CEj#G8#yf^y7bBCYjTUW!|no3=dc;VO)3ZFK&H0 zJl#Kv}B}=&&E+i;b!ncBT;vGgu8S4@X{-C+O$~9SvR~eBym2N2x)5^ zaIN$+-BPt2YW}$b=e1XUJ+O&b=GNzr7>Q%kcnLBeretzF_2x~4`L?zG&?&ksc&-Ee zAZE}PBWD@fTIkv4Vq=s0oB^BjS=-G6=|Wsc+@oBLougskp@q|PVibD|bkp2XNu%;X zFtolZmCxKh#%`!ccC@vrtIF6mO{nBu!^C*@+-tTFhIqIZ{JqmcT?CwzOVa2X@@NZf zEZ{@?QG*}+qiY3IC~SweLBjxzue&qKoHl}%wf63dFW2gJ0&gHgJOR{w3?WVFa<@vSeMs}pq4<5bNFtYK=aVYFMT@DnNUc`*f)kt&i zvo$thmGSjW#Voy$S~PNqE4Rd?f@R6efse+f2!Emz*IOMEUfieP3STAj^4Kai5dGf(j)PG z1Rl~4^vxM9`%sO+m>QzDKYAK7+eg?Njv0sQ#`etCc(lMIMZE((v}s^>-$Q5|zFN-u zCK1B%F{l+TjBu8fgM^A2v1yU32Iz4co7}#B(TAM%#=mFNB3Or;LOT}ZYsY^i946RJ zp%u)El@6DXJlUjP<}ytkr%WiqqSKKBjH*Ev=n%UIj+zy%@0YvUvQDI)oZ;`I)^$7| z>u7Kc-#Ku}nop~89xZ~Ue$O`Gsn$p2{LNwMhaIue;oQlJ2Rzk)p9-GOt1Ok(hY?O! zvZI@-L8x;P!+2^=`N~p%M`YhdzpqdzpYQuIW>}Plyimu;uww1m-h|Hz{m9W3=Hrq0 zbvbq*hv=I&_x~&HyMy73+V+=7LP(HA??Ln)oscEEh>hNR@11C2Nw5f3L=Ul1SFfuR zEuyn}?^f^K_vC$lfBgRZX1keHL-bDZ0W5BV=A1#4!lv2Irg)Y#o7@k8L-))l`a#VI zk|y@+A*`u$ii%Bh%EGqE?Pol3CKzPH7UjAx9Li%E0|A+kH&QU~v9EA|O@a%{j}V6$ z3i0vf{e9Gu&xZ*)dl39ZflUkgzI_nL>xf1?Fa~ta0<*7bi)zFUw*2Ry2y=B(&{w z@O#Nb`ww`z`6$`yOxUt`R(qgy`=L}RR)J4nrP3a}2jzRRoK;KrFlW>^FDefTlN?4p zf|AOe5gd<&mGT;eC~M@5X3-m1^N}qVJeU9Z#mwKn45V1TAN4rgm+zAcGJ)Bm5Ys>l zwPo7a^eAQa^NWo%l~8Vfi%q>BN|B6a<0eftRVRJ{VOQIbC`NL3_Tje)uN{#vkb`$} z+IwMhv-3#`t0tq|g<&r|yo2gq;JnSVOtHy`pADOVf5kDWHIJ_3;Ge@;$6=saEuJVi7wA$)@Q_HdJX*0}J^@|*VUqJzWf%qW95i%%wvl>Z6o&~XPWg{s# z;dN4&9I`t-Ax|v+EBqLLyDTV`*N)46jklm(Xi_tjWM~>K2PELex*pO^tI~< zCBd(Uo&HWA3!@ul^X~=nTIhmYIF&BhII2=oxvM);4Z9-B2L0+We)y^u>nzbrg{eQv z7gp8WTwf?&lHU)u#zdbDf>m)JE;m)+(+Ns5C58>al<-%@O{{lT=r?L1)(J;sNW=DL7hN5WnwY^k8#F?cS&-cdsaLU z={;b@gQI?XTGI-TUn-E(JZaZy=jyor+mEojEGLG3D^zh7QRDsO;tAlMi0ttjUaZ=> z?|T*rzh16p(NmW@07ea6TT${#fX9PxZbj#r0Z}lvqiNQzaxyo;6gl7#XCFfiFwb1$ zwM357mD{Zemw}0ghwDCDIMyCEx{oB2g~YJTfES2Hb0;fKI%lN2iBK<7Co#gMa!G!> z5~yjHUvo12P=2Va5=}&Q5@o92T)xzg}B^* zpIv#BIIOGAtJYok<|{)E`-5ev5~ zqFIO#q4=A+D_e&vsaX7r)R4spVsvg_`mYY z+k`L3Zpv~HE+hIjlODX?n7eHXhZFoP_*(LS;a*PV+-}`GO{NMy#kek-LY^%6Ui1%L zQPT?ZB(}sK`0x~mWWf+TD97(qSN~U$6yO2$`QCBj^E9?vxje^5w*;CDbR{aLI4ov? z`Su*ay#~(cHMHFHtu)=$f$V*(v@gp#`O3MCX)kNfHD?JE{hKmojJUnD3svj`S_p?T zYNQp-{kA4O!H5i`V2r$LPj;Dx_gPYs5Sy-b8Ib4YeLiPv<2(GcWY{HyHhKwzUq`?^ zfDRyR#TN`}v>Yh+icBm}>Y36oc=aJJ`>#!k{xNuVKKTF_tY?qUy9Xpie)L9xHT@6L zu5tf%W?Hd4ch{ON`KjAy%(m^hP^VIU{liO?(LFIj@;4bzL8TN=9O?!Lxd&=xWhh61 zB+cY}uqY^w(%h@AA?Eo{tKSyEZ8&X-(pc0sI8+Y!pi3?-lI+-_b-RXc8>X?{YixF^ zSnXeO)Kpk2xRW-Mq1B1biH8gLx+c#VEf|jdo;zh|QTf^xq&P*xbpB){*i@(h2AV(l zfXS46JZwuHEBwLv?)gdt)8@}(O{tk=S9`D*1W@QDXgz|Hc!d=Z#cCJe{4~s{nJi-i zQ@@hgFdL_cjz9Z`|D;o@P(`o==eJ%^kXu3Quxz1YafPo@89B~iL+ba|b3yKMoN?a< zWMRDd4JlO|n&VA(ViTf|vpN~2k#F*~Z@)Pyrtc|Q)IC19D>qe8`)qKI&6E@Sz+({2WS)S}*LyL-?J2M17H0Oem zR?d@cI_yX`{{x;kFKuZN?T$GflBKQ%_s`DTdD;?w@tS)j!F>28#`u>V(S#3yskWFQzlBMaxt+AEeSec~N|#8g~7o!-o4AyQWv#E+xN7 zuw!w3kE?<;o3hPRa}7g>Y}?4}#A zoDGwZ=_Y?n2~nXpV3_;B{@N%Rj9c7eH8M($zueTnrZ#RNP;x&`X5Xi+q^~;twH5AM zdao+pC!+1Y7FJ@&d2Z4`b)+bcc5N-Hk>fJHj4uTvU9VG%o~O#>%RJ?N7)umyl?pxW}xr)(i6XFaMi2TslfTj8jFxW203YN(}6Ta}C}WfZ^nQ!~{41ge1Nyx}cWZICb09h&R|q zF)K|aeiDXut1l^);=ZPq%Yq29v9%m|25Q%hl5`!RzWOQ+pL?*vfUBar&)(nyp-K}i zRH$_suh~h@L~Q61$@&0V7EVLqz2WeA@pY$=cz-KBdGs>zG+;o;!h-bkC!DH$@v3z> zg5|pd?gfDDBj0BX8w+2{Zk{D63v4E_B&=wAW?~yG)#;~QST*)qG}Gm{Jra@wwn%=w z`l=bP#-FzQUAi`#b0?G5lQU%ODFCVojZS5f7Cxx^^GDzxr*U92;`ZT2DK zJetjMJCqRPqzb;AkslayUSvH+{F&XrVgn0IvQm50kBvuBi_7;EmGwr5F{+s)&cy+G{d$bB_B0YxmP zcUf3If_ z1vBr=sTe;+(otm|^Tt&AX*0~%Bg=J1ERiQLR}%1S&3mzACcsbru8w6nAgTaV!I{QL z$NN6CCAyKZwcG26f0v$+u>;?FxIJn+M@0Oo$G;dGwll-6gHlJgQ8Sz4HJb<6YNqf> z;VzhU%>hv!7l#EvkIo`OFeuzCedUf!RZXm8fHfl%2DiZ7qKo$S|pwQ&hk!@EuE!Sd`dzP|Jt0sel`Nc$pV|$l%!I zU*$K_SYrr-cXpb}FA&44W)Ds8^UhSB|Lt$Iv}msj1!xirgMHI!yWi@q)h}_3k~A@&y_nW>$ryJ_?oZ;^U{_Z7 z9G#Zm%L#Ea4)QH?+=WtDhVu2FUA;*jmS)R8xjq0$*Lm*e{>&9jKme8IZd^dn8UPm> zkGI0x46v|+5RQOAj}|o2WR+H@om;sh1w>oONj7ywTgXJclGU?3Gav--N!(!WIHmn& zy#wBTPY*lsR6n)E#dE3K210BJ^8rHiP{6Lz+CQv*HtMgVrh$00w&Bky# ziotLy0~A2)gqK*#?rzLb1XRtH&rDxFySu}tbh*hkybLO(Ut*1id~}cj$*Qly>dj@a zj3WZ=^WJ(g`jiA{;o>DyMlXf7I(K4;DnTs2eNZfKCSGC7$Mb!Q)_2y`Wat#l#YNT> z(IUU}4-RY`31*BiX@d>#|_Zl+AQ#x~_JN>#YOw8}s(ebqIylgJ-xO zyXk*^EQoksPTG}J^{2vE(aMwalZL1gR`82s1LOgJG(Y(mw4u>pYl(g7)8=2vhgmwd zpf9Jq~SLJ%hH?J+Ftw8GHzI*r;wlaONEj!Vc3xUn_#R) z9p_q+`58gs9Hk`5UYJnMqa6PNJ)pZ_jLxR=#|y_H(6WI|Fcx6Gyb5eC&6Z)7n#n^c zM7;!1LAEH^8ZH+0!%&moW%^G_!OQ|Uj36kaL^hFmMThzhwI~lU+!lGO)2LoKR)|FXT%4+&C&I_ zB@L0`L0mmg4M@QEn3RCgHiYiDy9!!P zP)v1*6HO}{CZYuA2fh+LiKmk=M5c=g`}Y9Y^2q?#d(@CuN)_e>B1Y~&Dmo+W>9F>p z&2zPk0P_(XZP1rQGhD%(KhHw2IH5-PGIN`Kx{u89f&_7eM7{DxMaVW=IRuO@W&PR6 zj;W1^LVmD4tVK3Q$}7mQBdSKHw1+!tU;ge5ENv|(2din=e}L>dzG4S+R%4l`(LHJ> zo~B&)e-*PXshz9a0ssCy7yE79hU|lCc52&qLu1Teb2&_w{0v-0;2Z<$VKsi`3<` zF9|hEE9qed^+w?g9{Tz3t%@?srj%${_#>(PlPvkcXyt(3bw zrrLzp`#ESkK6dsUT*NW17hauEs&8FPIn=^1lK9fH>RVP$TL)JMI3s?ouY!|duY0us z*b?>PJ{;bH#4!5@A)Od;Zx;HShOhNuqF|$^ZY^zDmwn6CyiF5j`j_qYZ%*Mgc+ ziI?+KpT)|mrEv|n#elsfvOie;PlvZXGIJ~0ncmnmS_;6(JDph+NqPJPndQ65$wa}= zHwr7Pch})W4=G#U#uzS|1+}Y%8C5`MrnTQyKBc^^fb^JbD|_nK*$Cl}15{gvngX&} z`1PbSAJVfg9?1Tk;8$O>bpDEr6zuF~YAV6Y!UDu_4=|@@7ZML&}C}nL)wC?_sNzB@}WC^w)Caj+LCS_YrNj6}q*Z zyr1^{+miT|6;W$PR?i8iwOI6HuWopELfqjvkT-?Ju`gtkBynh?m&vHGL&R zEfYJd!y!HV5PM^QpV0>}k|Hm-x#;lYWiLUNvZQx~xxmb7ANAvX52RNdkZU?6s5y<& zJ#rA)(YDEi1>W7+Q=Yfe?ksePAy%r)K(aMy__Gm)nKpO0!KtH{o+4zu;h8f7I_rW@ zBg7cxgI#k4_m%APvye;|4ZJY);wsu%#U(HwLk}SAmm+F+s%`)jH-WhY_e#jy84|}c zh?oaor*_)S-slCji}vXeK(EgB?&i*b1j5UmghA)+K7PCW7?WOiEgJk~AHQZM)$)xM zO>N7DAtqPi0vA4ICcom3SMiFKfn|%i%zsPnFTQ*4Ztb5NpTmHN-j^shjex|eYLr7q zb5!6>qwXMjc}1B&ZIwE{-g-08;S?2b=yQg;ZKqOc#ZMWYg`YXAn-@Poy?mV3nVpV8 z`=4XA2~KVgykvitW{z;)s4l)F9ltr9Sn-Pzs=SsJx zgh_4$#eUUS4pZbNm%9(9P0fRotHP(^4ghG5)p;ry!r9uSA=x)2m=>DGVR#)G$J8_4 zbXpY~biI7<-o04KQ=Q&Wt^rXp7v4a5?vI=?u^k7_ByKcXsfH_JWa97QhA@Yd6tg^t z6Drf=*@zzJSk=*A&mMjY9Zq@I^%V9sCBc=q^Wrw#nB=feB(N~x#XOXVo8jXP5KiBg zYpD{xq>%?CD2Y(~7*#i;XKwLPMhbKmxOL7y_WExRnKP!jg7OF$rX|lj;+d2rc}4a! zz>9OYhci@y-}V{RJ=hi3Uc=vQSReBUIRakzGBXrYZ0j7z-=6Sc3^-acVFsK@fp{zy zR^eQ738gUc+;2U5`70wIT{z;KD+(48JuS5yLu}RP#C(0-X;gGYNiW}R7=XaI*Uht$ z;mgH)M3=2$FUB#-d+p9_qIS7zW)6Ww_XVC>o_-(@e!8OU8;#Z0Z|iA{z!nkVY2qGc zPk;Pim=tTmMt|C%#@E{g{N<;5B|s-rU*#rz=ym=cdVt6f=MIryZq4H3%1=aR z)O@5vE{5p^3}&}iTQXcL5z$61*}LhMboJn;(yU+l??x7Rdl%{qbD;tslZp5Db+iE= zt*(9|3GYk6&WotWK@y8R4;K%7A_Q6PD{=SwP&s^Ty~<8?z-N;K^N1~0aKKp`U#D^j zc-=|+Mqwn3^83ZI>RMzr1=z(2vap#Ob=-KsUfv`*N;F8BJaqiTZg+bVjes~md zJvR}xq<|>(U&KoVi2l~QC(XOg9o@ z1k>sp-3p3m1d1VZz^eyiZM9frR8n88obt;x6>A&%S&0uCj;yYtqX@oxI|*0<-eMQN z@4ehw&YUskh51Sr%y=QeL}uRaO$I%oL?G$)qRkUsv;~nBo?_)(x^*&bC70q;2B@&3 zZ8_t;Py-ia6kM;7M?H4AcJ(nGWGndnlb>af`lGt-H231*zg~z9$OljkylKz-wq!>n zMu;SGo!y?BCw-q+Aiws+fLDvj=9W*mcE~MK6lfLAOhoh z-WIVT%nqK4h9{c#-ET81+wh(H8TS_$Qre{K|*S%h7g1sTqG4v}ob%iqWFk z_G#y_XYzY!I0~+9+X70Z{`jF#=>ngY%zWHGj({c@z2IPIAFw@9=KtE5JrT69(vu(~ zBUACD|FSBXCty>V@b$UL=S&1VB`s}xZ*Omx*`quAn-fYI0qI$FbJyO|3g#uC>C#Q4 zFl{u-g`;-andaU5tI%k>#N@GQq^<*Hg;(lmFa%>tX~PFEP8 z5y=@I8#CxD?KD}9EG`4WfaHkHX7BZoJshI`+>_f~Oib)DA7mhX}g-XL7KnAd9A>hqhDFc*#L79 zE*L$@xJ{{)|CuhZcF5-V?Ch>5^I8%0Nec4=?YAqsF8;5xMm~%8r>p7w_glePAkZ74 z>wnU3H_Pj|UF7ZV-t8`lwn5pH>Mr)x>CV-faI+#?z{018)z0%7 zw1BGFb=T04y3*$EZ2ex-)h^&5#sTTLz=J5`9Jo=?&58G%ueIO);%B;y@83be2`p;2 zLv%Ol@l5lV=$gomrIwbKuGgn!nvTxnKGz3b%_m6bnev3~hrK)xgK5OQfM*|cX87mNG+hS)%|~0PqmW*n=4-;+1;SyaJ_@VZ zNZ(!9;!GD#TQTul^%Ry(lvAUTvv29D=(?bQHk9vOyahV*pS79w!yqAldU|@AFH)N? zrkii3M{?ClAj@ZX~y{#8F7vbR*Xe%xYxH`S}@Cm4;HS{4*-OAH`Uj!uC(*<2pIJ4wb z>U*>XGz05j4rC$vg5Y|Z0Lax-!W}onUT1LVg4sLaI^wZS!yI5OsR@LocQnUZ%vF*Uo>w^fjhT~ynHOZ6F%-hXOA-dn>!gnb4 zKVJ>k<)to%1O_D9MeokLq%sE9r7n8Z{!Qr3KlQdsadK+v>%q^jj}uG$0YCvgZ1mLL?V8Yzn9}5?G{UmrGBmbQu ztF_c1n-z6BWq-FUb!)!fpAOnzrn@^&$h=<3ko?FhcuzHSQKAJ03=9Zwk*!KO?7ub~ nINkDZ%v8;>v;MaQcXS*%d6a+Z^BDmxN08#%ce2G`laT)bL}e_N literal 0 HcmV?d00001 diff --git a/module2/exo1/figure_pi_mc2.png b/module2/exo1/figure_pi_mc2.png new file mode 100644 index 0000000000000000000000000000000000000000..16a3756e3a9bdb9c7b3c73503dd23710b4c92183 GIT binary patch literal 81024 zcmeFY^K+z8*ESm4wms2A6SHI6wry)-+nyv7dt%$3*q+$_I?waI=llid{PgXru2gs3 z>E3Ja#cN$FLP1U(5e^Ry1Ox<8QUag^0s-j0=#mGL`0iG_=cgEKc1lkNZW0HeK=In&0*+b!@* zU>zhhok2j54ZmKXWdfy^AfO;1k^mtUkL-V)mNq6Uo0n|H4G$)b0o- zjiB$pniXf%iOuuzvGR2~oR}riC#upf_5CKZHuV)C>U6f-Xlps$)N0L!CXrCvI9PX{ z;=6R-TvTFA8>b-spXF#ZGk*>x@xRLjD-lHMf8J!XNPyA&?_*;mu=yeXT?4ei6ai@e zvq};E??3$CQ~Li^HJa8C<2iFVd3lQ`CuMKEI!)>{+BOJazg7}W+IX^5$?-%6>%u(w zy-+D4P&?T|fX`)SXa93!rTAKz11~S!vNAF*?YL-!KY^-@*n4)5hKd#Y@$tdfA|?!6 zee@3x4;D^NH+%OwyDma#f)PJ^%(gy0{3Jmrf!`4Oy%>M`B!uln`u}57VL@&DkIeyE z6d2J<<^iE#36o;`*C?X{6KI413m~~59oIwncdP=ptS*NWxb+(Jcgz0o%dXR&@Au0m zLoxXKF5D;oRvPZ|K5zZ){6*rx$4m=VB5APtFP&OhkE9lcEYGybr@gga_9+C+$%I_a zux63{Nc`+J`i{`hY=3_Jf(Z+5o7*|w`&i8z+M$4rG>@F%(FNm!7ybOmX$@V zp2?B0NOtZdlIdO9`ZDaj4PE-pCM@I5(Djkl$^6`SF4$iscK5a|2K$~7R>aQl+zE?b z9m6@t7SWxXJSx^Zq`$jqQpRWQY;90vWmLA@je{+m5|7JESGnE9O$pPEk&2g3<|K_D0JYNh?Q?TeZ*5HzdD15T+tQ^^1{874 zj034`(GRMTwa2~SmzP>jdm9u!pR!JzwDCU*+`6st_*^Y3VKtN{v4w{N^rYu%TW;`T zx$dT-cSScirAZbB0mqwsccU4sfD$F^;m#!d$Rg$kuS*4HiN=n~&MO<6@LOvJsS~zp z9!`z-_19ODt2iRm$w^d6BdS>{2`~@1y3S5na&mIayqM@{g*uI53pOcZV`J5$j+?P> zcTF|ERm!rJ@Tth<7>Xo<$)Blar>T~sG^DDD(KcAV%cEWARM8V9i>hx`KK{zI(Y7>z z#zsK$C<@;r!R*2K@zJ1Y;k|40>j1zwqbTSR>sFYXnUj(Q zMx-cAl1AmN7HiROE%wn7GslTOuw3~VwMW|)LlZ{RhNrAJ$&&p0wJq__Hl5=NkL=^l zM`mOvuEKNMi5T;|L8xAYg5#exTBTdxC>Ji%ZwQ^ZBbu9Ms-0SI2v@g;&3!u7bUk$s z3QZbzsMGpAXoqJnv2Xd%gtqe7)S)BDK_x-tNyWs)ExodZrsqE2@;)1O8@k`ux=Tv){IupjYc`mz zb?MRyCTK9ihlWBDdv0xeLlx-fUXI(%??C3qx2j7~?`gp;}=13%O%{{c!bJUyvz=Z`LqQ;4k zszWFAmsuosFr4FuVHX~;eK%7Ys`BOoN33#Ev>=Gg$AvCTZxr^owH28yB2f?CAdKV5 zk__Aqkb?M`;C+~ z4TC((ug^&StD}>z(buQrh9?SA*ufn;h!Y3m#Io5wj*cEHTBNFVK=IeV*Z5JvHFt*q z{=4U^hPuG6F_T)@ks~3gN;T(@zLBScTav;m1f=hC*yniOS%~j&l9z*ZrdUiT=m9zoh@$u)mD?RCdAV6Y;0< zuro+z6JwpQjVWZRPz(P0&Nj#y)p(c(fiq*1UMyuLoGZ?T8q@e(nlJfK|bP8Mu@!@E?#+DH8lT3Oh#MpPD*<6^TInfFyj6Z zwkJ&LJC`XFIl1vSedh4UiPO)gBQgEIe(pa9%zs}luUO?0yY=zVQo-+iQj&JORHbce zqw1Sp$Cx5zGubZ|lPhQJdl2JI0#YKuTxKhJeim%Bf4@u$pF#0(_he~u!_6f& zpPWah&}&yDk`^{*QV{dHt+==MXL+Z9j%Tvt@zS$KMK0PYA zZtaQdc3n=3(thbr3^sTMDGl^$k`zHFbXiq?;bw2qjS#%A*`dNDv_(Z^Qelwm7mOhW zbS3gE1W4(X*jV`&=Vo^8a>c^euc*(OXZ(Hwv$xZGm&0+_!X^z4(YpG>Ti)KBjA(%z z@$LXK7*U`{qyxr&Vnb>U-srmTXzRvQL4PIm8}YEBJZg3wCo~VlhE6EF4sj>W0ARjV z6u$s3#fwMiUDfM(a@0O-{e~S$1t^=yenUxzrzDOhz={sAY``|dloz(BjGH{X?_dVC z-gh~SXVoBd!p;s^62e_gk`~;dquKkix=g*K85KHW)quj)*?5VeVKzl~y1ZU-pDiMS6Bd^v%(rNDBqk9xsN_%J z<;9H5{{pir$N^5Bgmb9`Yxa?wE0w3n8X`Q6ku`28E(TFJOeIg=%V$O&9&;yJfr?-> zpCDt@k}ef-W8)_v(Yzsdx1WULe~)vPu%z35=%M*)nlGXn=|35RlnbI5 z_`6f<7`t+--p~Gcz7sZ1#M`tL%@N`%pVk8wkJ%DwlE{)onD~vqJzTRiCKRaE+Vn=9 zTPuNN(kHvd4S~U;WKZ3ekf8~&xHu$UFP7^xXuTpieDH;;j3NOc{R*L2a98k+Yor~G zM1_h1MIHqA(n*r>1+$8cuQ~1{occbf;B(8=g|t6@6r4QmQ-@-eX@BU66&xht#t6q` zPX~uPnwT?(U#_OG#*Lb?!Rd$R65Sp3f__YyITE+vzw@(&z)f=FUT@v}$M@I=L?q8nS#&>865dG)hJhJnfP5S~m>pw2*}s z((@E~l^lb= zlt_}jW{;bKym6|+?QGK|^~#?+eDRGrxgs7-%%Pp%<|u7^CgT5UW$|pbwr%`fhXfmL ziOw6S3jh{~y1}!8-J5#n>`7dr^gpe6KRasCoD>SZiY8Y(KKv3^rD59%k91mtF3C|F zhwX-4Q&fdHFN}N%r+d{Vf0=f!z(_Fkm6?pl%)Go@^{AG}jdbKGl7UWc?UIdz4wIvO z|JgqyjEEdXg3*G1?%FP-(cDtOvvmYcYohd>SwYfC8?mU%(kgGlsg=cEn**MOmp$}y z*HH#gs{Dl8D7-hQHF9oycXmp*I!SuXf&apW(sR8+AB6VsD1>zWU^VYw#9UZXjkzwe z;NxQ5UXk?l&RpPshnj0_4h`t;*6;YHRw2P}Ri}ccSZL*>W$%m~6$l|GE4fQO>jngX zW>s+%-;&2)tbYxHna-{2ltiWH`WSukF}9SahE~GBLxtk&7JwWK?~-x6sacz@5AIW# z$l2S&S81EE8F_`wT7~v_9^x`i_vEQczB6myyXU-p1!ZLuu3KDU$q&wGWpOeKR3FsPkds@ob_5G+MVV{6kL@6(B%F?e(a;u73h9 z9Wp4%mlxO89z0MU_;t17or2wBNTHo`N4FNpE#xQx6K1$& zvF!@ux2gMf?C7B7;y9(h=wOTfN1AAMpD{R007+m($d$2DgH2O&-F(T=#38ZL1y!~j z!pA1j>L_|bUR|zNt742gcMPnn1BlV+ek8k%uWxz>0qNjCoJ4U@#IU0uhqmreCDz># zHPJ8*dhdFbA8icOV|t9;xr%EdKp5gLfb7rGG0nuQ8_$rjFQM;PLjOPfmm&N=L#)#V zl?%76_!mfMXmr3EbEHsUnwhSQ(qNdgs1tNFsuRSzIf^3|sm6vQOUqY+E!j6d{R7Xg zmD;{215rGCM>_dyaT^++0HPN@>>F(Ub)C1Lo%(eTCSPJEy&YAxFv1MjaEmxokT z<5Nf~gIMqjgL*aJ@14l;YJ@?PSd#+F*LP3=N$BwH8xCrw=LRGoPIFsv+d(CiGH+`w zs2C=Ib}efkjazlbBHL_ug=eK^k+sE$QwkZc$A_yR>?n_F7d&4s)?lt{|4*h|XFIv{ z4tMv^Lw9%VOoyuH^^-e}|B=kbAhrECVMsb{o2d+8Vd9{6>G3h@#z{+xhLZT~a@d{z zEQKq!9Vi%#A)AAY?3R~btxp#VLDsmbDa&z3D5Qmq5-mXb;cojg0~ZBz$)HIjec217 z=s7ICQ=6W|D=UjceQ$3D%+^*Y{qb>6bK_$5^uX+xV~kfedo_dP*yrq^5`3f}LDbVQFkrmZwPcHpu` zf9(&ds#Pa6bEbdzigzmln(HBg8+0Acs%eWztv4^pPyW0vuU5@Z#yIHx=P5!%C--)t zU*xEF4B`Ru^1(iBI(^WWHwR-7>tan6Vk1s<;SUa15qMQ{hdS18TBxZt6rH@-hllys z8*9NF-saGFGZC<;I-(RldY%`xX33=EZIT3}Uy8U}AddHZs{$ugVSwV#nnsId_-^=E zKC3wLX@b^jyYiz}A>eIo6%F(6#4jyt%*>b)=EK-hLwx~%B0}_t?aQOQ;r`pfmsg=e z7Too+7Il^KnF?DO6TK9xeb96aoO@YgVP?LVz{3q8jws`P!+4}LY3=Oa4R>E)We$2&Hq@W1Ej6ZTyZU8YW{qu~+;99zqC)tQvzO{-gUwrRP+ z_7#0MDaDUh3IN~934;lE$ccOBBL(z7I@NbA`@c!wS{LcuQp%Il(b3R!e`bfGl@fJq z9^Gn8KR))N!a-^#-kTw~qLThdP)as$w-u%5knyyI)3UzG-RA`&qUklk_=!dK%3}*@=YObRN3?TBB zP_GR_nV}-BND(Db1uk>OtS}22DxCk*vrt_>6xm3h*ze5`Wqx*cOvr3^3SnG5Q7;w`KFmm{gXBQ@aWyY8E0yvGvN|6w2878sMGq7)5^)>?C@I@#`tP5#2i2iSLpI{)}laegxf zJwsOOmC4P=fKw6G((E8h)hcr#MX4D3OLcZ~ejf0-pBErwXS>5%qh6Msvb^UeUXGO|8=Z|}H90Vc1ByH8iR4}tq#N(ea zaSU82<~N8j(~*ctS=8(mT6BkRVC0iSVkil9iRuK1IyCu7=&&fH)tcTO;d#<&ArTWc z`2j4FH~;7_vZkXbI@1^fE$D~^B@L`CPa9>1Z0y#zhVKs#2fhQ##R}CZg~<_YEWw@$ zl%hb;LTtS<`7&N2nYm^C;ZJh%U7j!z3pQXLF>1q>GJ9>Q9y{z7a^S4pZ>XZGsWVXM zaEQP*9!FgC{{Bujh^Bad+xbMcdb<-Q>|M4VjY4>?F`-MFAjAnEs9h5+ zsbV!pIUXLivyU=)A0+EChL`7N2x8J4YN{~8EF!)6C0w!I`I~Xb^H`YFg}#)vZbeW* ziV|kc0q4V+D6Un`=pL9~vKjL6Jvnk;qa%s@m6KN&04XgiFDY+#0PXX3MyGIeKml+N z4cCE#lZX&_)YXCNcdGp6AU98`N(8~96ca1z6c=N5AfTLBZ8t%)RfS4e81G+@AQ5kO z=B0ZT(nL~3Bu`RbS*rV9FsiNH-{){mHY@+hCZWTu@%*Oc+aJ+;ba>UxA`7Azl^7}| z!G;6`;^o*q`n%iUC{@@Z*|`!x(r^eM#0|UcYOp{3uRt*bpLv&_s~9R@^_YxElE?B} zTgTD^+%Q@#LORMN%hxu9-I+=*|2}bs5L0W(P&hc(V1vyW1vBVcWWh~ ze|^2q83s?C=<+sWC!+`COpSGfWaovAd(@38J%e~PJ9AtgI+5jsFGfCGUheT9O{OaBaTGE2nOP{#S;S^+0mJv{VDo%nVR{O|2lGZa>1*oIubw0X7J^{t#<_{q^C4-;D6m z6#H*OP^)wQUhDxMxOHRa7eUFHF|sqZ3!(5cPATKerAWx|-GW$^YilHyz@*AHS;^R_ z$p}Q4v_Mk%r&(CPMQ|$0(%c+P1(!pPzNyCJ6DPNaG5E4-Fy!k$dWhE{sBofJM69Sk z%TFF9c}6r4%AAjqY^y#PjunL-_(IY-Qiz3$`h#wbixOMNNRcj*Ic32Nqy=A9O(~ie zzTY9z-X7Vtvpv&@0)O1}n5iOIb2qU-B|^QH=ywn@3lPnflAjw${0_HNQ?`RI`tl#R zO=B5#E{l+_!hG*+M4SXrxD8t6Iy4H5ZQ=)oDPyAF?qi}8OL94+#{DLRwP`K9z4A4U zIjTg#8XMWhtdMwkuF{lKU7b0ZL0?|1lISSO^>s1*f<;6)^(3j@{OX*KPkKW%_3dLm zb$G_=aD`eL<6;7<*18PDA?OSmJ|JRn#WKRj%~ugL5YCvs>UW!Xe?^V z2g2l0o|9UOQj<4?6(w^^D$Cg;3a^JVV4%Ca&5))nDk<3+*^WUh^H`)+y7Bb!JCJHR zRr3`v+wUcr7~0!o4ixYpp+ZzVm?BN-EB=iwYBS_ty?F39IzMYwyn%U5jg{Zq%XdqX zSP~W%@jp8^bm_mmSF1ida60hBk~UozVx;x~b$2fia^Y?=6``S+S{CM6`n1zH_|5&w znpZFZJ>K|inC!#{AX?_foSsy^J~^^vJt^JD;?9&Of3U8>?n`C&5R-`2l1`cq)&M3Q z-Mo|@PBJpvr9`OPnSp^I;d=7&2gTRVS2hH_yu8tu0&lfVGMy>FJr-)O4vQHyR>kbI zFPy$s{~My9_)la^u~6YEa3v~LZueGC51hAzh~T})Fd}KZ=uHKvftAn3-gkdf<5De6 z0S|6G?3Sv#rijrZPkwx|@Za&Qe?*>vSe)^}n@tChk=f_rmNl_0*N8}`$ruS*%OaH+ z9NBDJ371`XxYojjW$6DQ8B2G~E^mR|nBnJ$^s==z)$9L%H0||k-1PoZ$ zE4yTGCyaUkvskS&--^cYb2T;>=l9E0)oMc`cNKOjGjVraPcsIG-h?vT455*(9G*yw#)cgWqTW*7Iq2 zS?f~!pmc*)`OZ@NGi%o|$7sSV-M`cay%j@~xy*N6Qu=Gt=WZA~dfNR_$M;4Zy46dl z+gf{5JZZ0w1))GpX=iWr^@^0NyRp7&x!>_7A(`_#5Qo|w5ghO9Q{@s9i>D;d8f+s# zu&Q~ix|z2#t<6Jiw0i$hQCI2e!_$-}d;Q0a)vRG+E8M(|?ihXl)KA8h>COTzO zD^jb4>eStZ#IU_h5^I?XvW)K@1(|dkCNLoEa6z!DL_?yLeJjT2MG>18&)N6ipJfnl zB}0k{sJ6p2P`*7*Iv^%6lj62VsRjNiirfn5btK5(p7suI0hWgm;8um z$JL7_y7dMw4yk4{SkpTuT@EEB@r_JM3r&$=!sA;L9&3@PP!ztUnBh4I-g{*f{57L>OHiGaKJjV(i6et)7f zUn=klX$ml>KYw6Cd)9T>TbTMSW$egt>Ct4)IVP$Spo@IfqC3oPCF>lfm0*P># z+8dq$%cSfP8_Lm7&mp8|&dSp8p`wa^N}8?2YQ{gYrI2Iz+NYAj*lY@BWs|hD#!;}4 zPj@%6QbQ{&dg0_xb|(iEffKfUs{#ex(ed!aV%^kcH&Lpz@zq{dg5p2jaUV2k5!HI4 z`lqAq@4kioB6mk0ekC^KR-F&G5~J7~Xs0(Y?2Tm|=BL~~g z9v1``)4$9Q$mXN5nv-A^C@Ca>q!MzNZekXaoS~oo?%4Il77{8WaAA%%G!U}O(o7Mq z{&q-bM=#v_{VCs`w#pKV2~(TJf~BI11)VubJ~=s6aJkNJg*a^OMeMNPJpA}P)#(fE z>9O8y*%md)0oACU%W8e;qk>V%(;})?O@(AIX?CoAZ>|5dxnqPROYVx?@Kq_7opKk> z77S2Ml#@?XoVXCm`e*U#73~Eltu#_rDM(Sj+l_t@Dka) zXqu%+^_?GGp`0D`3Y9cRj#sYQ#1nRQYP5)p*U1qRovKe81);(iZ0PET$yg4|4K459 z*_J1_-q~u=&bYY=o+i`IEG_qHLqQ29rX4xax{ovliOU>*VB1 z`4k?hQw+*(Go1t)Y+05jJSTrFsP_{}PFF3+(VW+W{>q5j6Zx^wxTjK$^5qt`U--!ZfXJ{8_{NLDM13{-5ya<>C$&FkahVc5DLc^VRO16hJb|&B6P_3FYZKoEU zAsEsM%6G>|D=Kh$#?!uEH#f)Yb}CZK7lCvCFyCwuE?K@5UhT7NdVJJ_2FOfBneUMqO9J#%6Z^ zlL=86HVC=hKfnc*su0jrxnM;}Aofd?^JPK`nxG{A|Eukbhx-Wc>fS8H{IQUZa zbKp-LwYSI91_ulGbNvWAv#|-dOqPnT%ZRT1$?pa6ydW`CsVQx+Hh)8dU%W2qa8xh( zBWtnyryluqjz}02W01n;pFnRm^u_{Fnsqyu)xR1Cb=lIEM#3^I2S~k_!{(L3_5)0_ z#{pB5?1$RDt8z8iOc&>CUuehCb|eWpI*I=edyZ!OncFH8)%FcN-`K$*V=&M+HZAf@ z_98c)kya(&ywQODAtQjm3+l`9iur8X9Fsz!hKo42-J!#bi7Y$q;@2_uA=s*^ z5ozEQKz?TBf@O8$kNYI%MWL9x9QFkRz1w+kGZtzvE2><}O%1aj0!xR{qE-{qrvJmq zV_@}Nwv&aU0EN3jLGbBilPKh|)j39$ah4pTqQc-HI5=gMJ(u(SJ)LcZ{=;0@xGB;& z9Pd_|jXQtP=vHxpKkrI$yNjO_h2lqsjn9w#1ML$x^v*{;W29a)_M!*?CD*hGb9H$# z^LO)xzd4ji)D0I60P!!RDj{Sr$n`r0TGv^tP6>;d2}CAW9P}`)Zz(o*fej8$58lL? zNh<=^V3%)TK>TyZiCRBG@60YJV;YI9%qAIXx(N`)gZ*1MKCMQlYK6cB%5j_A*(qhJ z${%O`wogrZw!9?hF>YG;xD|%Qiqg{w4%!$Tg?V>}qTBwH0|=_N50Xt?zmisH;E&(1 zqXewmQs~C6(3~}6_iSek?j4g{;MftQ<>3-7<-wea(aCxS2Xm$ovggRbI5+gQV-=)l z_7(fz!32-)hfz;`@cZ%PJmpO9*}J;ki@l*uB9tw!>Ckq^Afi~3-IY)Nv~~boOvpI5 zgEDN5iAh#yP9Ar92W2~32uyeO3UxHLw`-LB6}Sf+8YdoOe7WHItJfX3gImK%ea&9H ze{TJzC)ECE^|572xh4(q4eB+!JWJW8ESyvc0hQE2RP<@!lGY&xWx915D@7ftgJeGK z89G(fg@it~apD#<%S$9R)YL+MI5@64q|nNfR{+AOvs-aTj2I3~98AbayDjsun*A)s z7BKsow2zf)8aZ>87KSMf+_PQ%B5xZKZ3GR9OSVh_y@*Djm0b!fumxwgik>_&CmIE- zY5FS?rOG^L)F=T`+(h=3IvNbZy|d+U#Qn6%s{I|Wf4s3D)qXqV$jS80Di-|5?*0XE zXo3CG`T6iIX9#|FK6siCDFJ~SZ%}$>3@{P1#K2a8yRi-taTI<8tmuyJcSThb?~Br7 z^mhM#5j)8dsREa4f_qF@;%&jfg{{pR49O>GCpq6UH;@YZM8P>N2JD8P-{0dkfq;@@ z1BA#lW>m0v^73v^?}6#ahY1>}@ge~An+5tKMg80oUncZ;=j0KX56=Z?d+a}${` zZOz3xsxJpyi1jz;SN0-a3pSu)_zeB$0F>Yi;-C?wsDxsvsAw?1%{&<6^U!*#c+x1A;6^KcE>B#ML)QBS^`wy-N(EwjwPo%o7{7O!; z+5Z%LH?#TOuV6XYll%0+xQ(6&oG!mXJpD zVG+EWE9r#jZP8QyaL^K;hd)ZEV@eS_9y)4K$7a`1Elxv#B*V>t>Qt)N7Gkb^2+Hd$ zCbKRBm1DVpP_gVkneG-7P*H(^Y`ps$Hh(b^n+k=w3!gbjTLKqFg(f_b!V7)+-;}8V zNV%R5KZ+(<_B2zW6B1!*+ccW^7a5-58;&e=Up*&AUt7j_;NSh*_;G&XC7(3-0h*j4 zZlIMcI1OfIhwyH!%}3xSkx{at#hHQOv+}T-3p~nPr>>3Xhp(A zK{|b`m`7}SfKQKi{L%n?VnhMt`8CU<4Z%(w1gGjLf0sf}_p^+YNvGuog`)e}+lwTv zEJOE=rSeg7_cGBzIIzI(01bvqKmXjFgC_Gf-gbwcFqMJ09Y#%z^mWu}5310Lh#w{H3JN8)yCYiSXi;^7I9H^qjFXJ?+W0Fb*%(j}h9@%9Gr@;S%ExJl z_*brzroo>*r+gz5EW+w7J6hx8L)^uJQK2(>(vsoV6e)KZB|}^4OF+%`z9w65`S)=8 zR%e4bpVWi}|0Ku~;TJv#P-RB?(9kI3tC<(3)|91>l7P~)Uh9xv2#ep@&L_#U*`T8HppFSs?l5d5OO_Bm;MjU~0Hir+ za2zl&o|fLu7*9@?2{%ntS3M9{n6BD3M@J=sIFlV}Aha_eIkY;8WD!_54axv51znM& z-g(DaOw2+4;dAEpIX>P3 zF`GqZWnCPmMq^IXrsq7oHeR2$675bNCo>LZIjYX+!@$RXQjE=d;mMN+;8tKV*gkry zGf$c{3i>}b$6Wm7Wn(pa{)3TQk3erv!ry%SaHk@+Yr;Z;K1$Ig;0)ErgE1#}q$oeH z5~YA*2ok5or}?m^AlGwZ>HPdJ8GZ14+N!w`vZ}k%Mx_yeqGpwphPFis5fw#LukmdxhAp(1it;36Fr+S z==b&jHQlkFDeT#=FM@AC+gKWv_W|QAFvS#@=rJm&AC?}E0%Q;sCMYJbh~v88!3mA3 zAH)t4PW|dQx3zeOg8nA!8Do{%2m?tiY$x5COcgI-(36%X>YCz&dpM~8lhk9;eg|_E z3V$e(kTF<{89{>&>qUARzpB04C=84O#=&CqfsNeZ`KpTLr%gG!eVp~0oj^GNmt9dE zeg`aX@9>cEjWSTHWm=vNXQLz~*+BlTfWS3`3CE{A1e%Kc;bLOO>#K!-t4_v5CVQ6J zx7@tR1%`?zL$o)9y*(WCl8jsljM?K8P{V3G`)=Za{cB?xL11$$2Y1pUGnsJf!HE{J zP-iIi;QjIYOklvsMw-O7b6$-TwE}V#iKrP?k{M7htzYbtd8H&4zK9FMP(;XVy3*1! zJv5Vl08J6<--2PZBxz!*&*`^{6crHx^7xAuUd$!g(j|bv@Ek&mw;NBz!n?QURhF96 z33@EiEt(`v=f!#h1&mFF!r2A$m@$1ns8Z$PZN(wNWGRJzva*Xf_GY*J{j0MKRdZ}j zojOv%5+x`Y{iurwxqqy!%bdO6+hA^g1er-DWa#Q}Z~UE_udMkQ0tov`#_EJvBAPs0 zFtVsU>g~V#CJd*Z@if?z2E$S>yQx8sawPH%+HC*YWOX1CH(l@DAzg>J(o*9o zu{>=~l|sJeq>9!vfO=&d*gJ$VXkc!Lsu0Hl9)=803fiGZQ5W9%sW)r{_ZO(6A$Wq< zR0~q2LJ_3ZRDhzCLr=eeeOlG{%Vmx)%+%fA-*pv-Y^SuPd&}eN5P6)T9)V8E22>p* zBU6~-YDU3S$+Co?LF@WG82X793mwA20L1T=QQZ{LoXQsna$lYZe7&X}$NN zcHiCxO^A`rge)O&pNIU480qj2ajNAk8Jm(j0vG>NZU4i-1zSCep5G6lei&2$$l}R! zC%X4xH#5I}ErUFl$cFp!yZZ$Pn`~?$G-_A_*=sfP$I0GE<95|26%XRZPE9SPdvRtU zQd~gJ)ie~8Lk*BE7^G@L&&Dy*<@PQyEkc7sodW|(G==iD^AUD7 zj-}O}gg{W2^{Lo0*D?T`R!&4m5_4PBJXusL0aeg+m>&@1U)l16=E?o=GkjUTS=7+% z-3kj6|7Ib+yCC?Lc_A}AQbmbcEO0%x5PIyqM)ouCqJVP4*`%28D#OtdxODI?sbp|idBOCHE0!>-g(er%F7Ed)ce$q ztB`l4R5?XhFD&RwhQBYQwF~XFVrJ3PhikQXdmFr}*ED|&vKy|_!=S9J|tFzV&syLQx8s>ziwp9~KRA+)15k~{wX5B@6Na3L#BC}xtv4Y@jjFfurW z6rMc{URcNxTv4M-Pj+<^j7$<1-osk0hk5k!PGWS;`2>P)Yx*%@gT*pq6`Gf?H9zDu z10*}|?Zvy7V}u*GMsvLN`)lN6Qf1g|w$!IM4^@`yuigDCEjf0Ly!&-h{tfa5Qr04K zL31EwWiV<`3Y`qQ@Gwk0&-*MDr&0zgh7cDOxBCZ&pagyD5=5*+%x>0?x*`KrcI?tF zw@Hr+{vwN^>jt89`Wt}SQHqiHQUWTV&-aLs;gon_Ij$Qw9d@3J~s?h(WZC zBG<-^Efj6!EZ90!-)R{3X_WoIrA{nyW+gov!3I_u@UP=`S3mMHlXd0TVuhmnluEEGZ zXjV~201p#5=>TdR+irHb9HA5L#e?8x;>yW#Z-X*mAprFAXe1^R znpjy2jTehUp(6wu)$b#KojR|0}jQjaP3J6icZ6n|bg^dASIK61^%eV~B9A3EjW#^TQdW_X`$Jppb<9R8X{z8rRep*ryNJe&Uzv?pB%%Ez-)!d1 z=M1S%#o(;Ty z1sBB0bb;rm2-s|A51K^mhO8u1(kZ9Kqu{ukLvD__A$S z$+!$i7_M;jLD9%;VX4K&YFG{1@%yC4CzD(Iw=61??}W zt*w1GfG$6?-2LI|wG)c%68Cv4@ag>WzV+#=rKLrdH!be}dHL!4@-;^>pHDqklI#53Rxa3FMcJh3^qcsdK~vu{ ze-74#=mCp_4GXN%-}&G?C){aZm2oC7ubzlr1kn8^s>KK$s^Txej|@eMFD@3Ha%qhj z{e+H3y8rCsI^f)jaNe*Sb?x_rQs1rWS{flC6QUvWwy{h-(Za9qdVJqfQLy$?)K@7QQl9ce6Uo5-EV4AW%?Iax8+Z#N^br0#@K zwP_Va>#%|!*U76Ia^Oi42E44eh2n9w%33-hOYvpC36nsI2yn&?)RHvi!(bhf$)B4|3QU{Iyp5pSM&K&Gk^K{ zap_*%IhiSN4?|)98$Q%3ji%753U3@Hw(P)KoQyc zn2>n%SSU3f1io1k+e9ag%&yauJD(z=HQ$j5GzUWG7P8LdD&US&V@JeZ*1(3p=!&83jcy9huljiIYH~eCh13TT1Qh zD#PFNFIcp1BF|GSStd&C`>apb7_XPFuL5%S2lwjjZd9S}y<7Mwg&zy9V&pHKp#dP$ zZ>HJsZ|xXqq%!ZP5`V|M)X(aGUt)?LQ5 z&#&FvuMy6>C2f1l+}lxkzeElWj^jmj{Sv2EnH`7pj~k}XME=j`Y4^fW*{rYA`X;2q zxPw*_vI@3;-IK>agx%!Yps6wchh=%2q|w(#*Vrj@9JVh%)N6@K?^Ck@*mimaQoUJH z#^WIiP)x@E;`rIy2oh1Etu9ldov8cp&#F!B{NN1#M?!==>wQTo5;hIZ_4==YOx}Ua zFt+TL)sy%56*$Xt55#9bSJ^Q#!v|41+FHUctw$N!u_tmubt1-&byf5 zsP<=Rp1^NmrV={Z;im?1`ITt@AOa^4G9iOKVja?tH{2bk?#}?z0!)7CG+DxAfnkjr zWdu0I|2{}d>eaYC8buEdOxY})(ArZRa1bk&>j1(GcrfAg+mnKw+Q(yYMQ#^U|l>k-qFxi<#`X@BOJQRY2$ZX@Pg0WjL9--v5OyNWB~J) zDC1(|D|H-hJ_Jm@G$GA$^5}fm5HEH<1nCf!0t57Bdj;s=+IthW-1_9~M6M=W?jn{oAt})ubQ^1Maep|aG zMZGvdCxyKwHA+k4vMM7ic&pZrt1uEZ0+>wK@_dkpIpd+9T$-%<6}SwgM3(#9ZTo@* z<%Y3UkS7yUJ1y~xO!&+oz46&`#<{b5`B@IFmveKFVV+N^2^8Dx`>rQ7|71 zna|&h?A7xa)$=*wa*ETjwha;-`%csKv^urV-v{~Qkfy=okeZbTS<}nJgzWMQ)|T$A z3j|q#F=}($$?j)o>DXU~D0MmX90}yA@n#@kNYvqkp91Hi^b%m`>rUUg05f>8(SnNe zXc=$DV2Sm}ADj}S(p^!vCg0ALNwtfI>&VUlQEXXt3I0k)VmWXG3P>HR9Cl5@w?id{ ze-eLg?(ae*zO}q~g@vVKEZ0OK?4CxH%5f>v3!f82Z2Na6vPuz0$%$e*v;9~`RP!&T z>OZ#to*$5=JxtJR5bx#fUD4>9AWXDaP7uy+}O5lH+Ey&HXAiolQgy(+qSL7w(aEXJnwhT7~h|aI1mCIA_YbD0E`S_;Fb@OiIP;ZgxIh`dB;R9Ulww(t3^Up+M{? z;zJQErAgFD!)|>@(0VTrL7RkZxStLWOAVY}KSRM~!y{RX_luY*~g_sdqdP67{3sRySQ z7x6#plW*_uQIJ_fH0?QYcc)fhIDTqkp_!T)^z7X!(0Lsr4^1m>?fBjlPVIALESrkB zXaRXGcS;IYS$`Zfvx$960>=hgO`W3Ovu8&nE$ZAK0un3V@^?IJP~-}VMeJ!u_R_WT z#On!L4AV1Ds*Aep!H{1eQ3o{pzB*c9et-gvGb(b^Lo0Q8z%(x~HwtA7_X%_!%w+gr zm_ko%>zQmY?f51bT57???GC8#`pr{i5I3#H%4_?uD(c z>LhxDFY0%t99RD|oP6*ec)ZZxE+=>h^A;mE7W@~(8~oJ%&D0^_ZrW$0&mKIfi#c7=SW%<{7i=uE%(Cv zfJapHKN7^PRp-6c?YN!qjS=dlTF3Rb=ROL4A;4IAq~2N|fIMG+c4r(Dho%jDXxCIM z7jMUYd2&Izxn}dazhYin7=WbqsXk`ak0edYd|Y$Ig)%jpRwvIovgfVQB@saxF-0mj z(l-WJ<*PC3DLini406oRY))boSg(R zfX2e*;hs?f4vurcvRvh@gd%hNmyqFxzth2`aN?*T@!KX8aX<)#B`GLDWUZOj!9fnB zl{%O4x?%SnSI*G_dIt_RiiN&<#zqOdM7k$n3kL9ZA@1M@+_xa9ewcUr8quH!?*0)x_hYRj?SCeRV z1b0?yFH4hJg~fI?kx}cv)^K)R%2c8*j$NVCk!a%j3rW>+YP_V@pL{KTzf=BgI|CctVdQhM`Y9_wy~Yh`SsA8jYUl!Fiy){ zI~|DrgovZm*P%A(n#e$XN0Oshe%S;W+9~4y;m4fDmULr`7-Fz4M_MIqQiBx%gE}-7 zD-k?f(55wG1V@SV;r|84a$^;^7M+rWW^9#M(I%t<2bTTLlcXB;DBaMc&gMet621&z4 z1v4cdkOYR4zRmA8P7iNb&smWN-q^6`Qe>fFcLjpQw!FO^AES@xYyjG+(~}ePl@VCq z2SAgsFiYb7#nZFoM<+i4Bok&|{iq52P>hatDD(qEB4ZA2^vG{cQS;ueFVL7PZ+GOi z8cxkhy~~Rsu2Iq9!~6n>GozNa?9yKCXTxih4kbWQRCF<0o9E%a>WJS-oTsuxBe!6o zq8RUm4&BIC^9&xG^>}pXTW2cWRJO@dgg8-Pg|`2gb%6|%Ft)}~T|1rQeW4PuJY&({ zl#F1z{k|Xx53>aOc^r{w1UJqxjpyY=c@3C|U~|)Md5(xh3#Qb7ZFwn3c40XyS#kJM?08P@A^mTU+9W8q2Q-X`W`{WLq^+jf{GEY{lVIU`3f=F9v)7 zc=OsLEq1?InZ?aZf3&p+mW`4nE*B^@?f~4V#|LH#e4WV%uDGXhnMzNP?}v~10=*u( z!A3CX&=R1*ve0)%FFY|q8Wj4g(PL)K?HSfzmi^lkrm zP8#If>@h30EXw!Satw8J2v@X2YlK6pq>A%|OZ+>!SVb;b$st-L$v}_FNJffddwC(Y z$ej(ds)?tw0wR}cri4exWz{4NxYug|kGH1;r(0RozC#F^?L56e)oG`;B<6Sj!u&Wa zkMg$T2aht+oTW`4=T*EAG42~d;7!OJ;xvbeh}5YvO)0Y;2c7BVfNYbNhWZvSmE)tm zABFmJ1X?eQT?D9LM~mpN{#-m7mP9_ph#;cOFM>L8wPOfHwfh^jzr@2y2z+=6(Guqw zIl+3*>8G70g-4Y>BTtsg;+N|X$w zW6cs;LI&)zIeTn_hKeQrn{lmfk)nL+gdF-125a_A*`lH-p};Y;YL>itySTW%rz~l9 z!`WGILzy-t2uK*%E~EDRzrBqc71|4R`(^CxQM zfb)Katj^5=IYPUbl*F5i8x+t=b0d)BXtMoSLjJf!vO0w#&>wf>)Hh%@k}}FYa#mGU zH+<^q&|}v!@o}LeS_|zJhzCK4ynS&XC_)w3VmxQ#vsnkX8t5$hVQS67xXj;*_prVy zNfmO#K7@3GX;%o0%>dY;x9xcJDZO%6pVR?zP zuRYR5!3?i}E4Y%?e2BMLzQ2`7FK}km z|5!X#?&iTYIl?4Ho*ykVzau=9g*BbCCf@JQSLo`=CvC%Ru4|7P29k1=zdktXJA)w1 ztA5JLN;?$O4nVJI+M!B8PpfyCi$xhPXmA5CIktMdaga>?7mg#BdD7glpB7m@&|Dk1 zy)t?g;0$H2CN{L2)IO>be;egC0cBg^C*zVWnBqw12e$O}?_rD5T+5X(+mw}+3Xi!6 zeUpaK))b&J(6wctXzgVJ!NXbJGptGj`CeS4pKFtE9Mu8~{W4RH7&;oP^Cu;=#u3XG zr_pYwshkcTxbAJYbjBR$_uxcqwG^Yd(zCEIYM7sax9RRm-nuI|xw}7_%bA9uA_9-5 z1r&H78_(PeHWP@WLhgKg3efQI=8J+H#GkRqu!8wZHFuc@$I6jrw{4=CqN2v)X|K4M ziu2yA;~R&^No_ID@4T)kW~; zZ-+l~fQzx{scEl&V$Eh{>z1nu-lgwwR2@x?9icgn8?}q7Rr!T?KPMy?R-s{@Gc- z^cc2?%hs;vSC+gM)pL7#9Temd?Wf*D!h})vgc%DY30Fc><+I)p;`T47x{Ww+3#Vnt zt5KZm_)u((ePRE(>qW{_OK^=b0Hwa4DLC*ima2;~8r2GGTD6-J_p$9OQ+czqLt-H# zpsuyUVco4d2`efge&@=7Q`|X|CRMOYQU3B3A%G)Dm{{JZG1t;ch~a?|is|W1m`ZhW zb-irW&MP}+;cFeSdPM&*cQXme{8uBKk7evS3){x`_NbDI#0*S$6uu8$@(_)z5NB+L zc}@wcH`~Evxfs8emtE{ZV;m z`nj~F8d;p}cic!wqJJypha}_}_U$*HeDBR@qzf0~?at<|>x8eSBwqf_AHO|ZJ?)bZ zWX+b?*!6zXHxPQsT$3^^H#wIp=;H*mJSSdf*a_nGpgdYc4=ebGd2WH8$Yq)bdyW#Q z00Jk(g)?;BtMVRfQCa82WqYYsp*Jn%UmG;=4_{No%eAgG?Vr;}FRh|I!3PSNf-+4C z*Fo*=3sb`|sUcLj7-jtJkRDyL-&TNx@wzo^XW>)e`qyKzs%LNa*a9;1T~)Pds@d5? z%GP$ST-2DnRW0T)m?5~}>r~D6V9%1QallHFK6IAnJ z6$tB@yH2odb5n(-Y@VAFNpxszpc79sQ^3`o21ESY-NtoZLmNYS3f4T;QU|4VmF$=}jN!wt zbFFX)Xw{lm%uQ>Fi%inaC@|*l=or|e zDc?vlU{x~a>Q**;ADykl+5v89_yI%U&8OXd=GWU%tSy&1n5kHG5MLRrP$eO;uQxoy z>a~R`PD}2(C?JdFi-GE6%z)%bN$b6mmVSIaDq4{TO_U<8R0H>9{4L2FGaBqsNY+`u zAE%VY$pmuquw@WZ=3lM?WpzgXThf4jZK)d$5F@!Gv51CLX36Br;>WnAWZWF!kjNir z$nZvYSE<{-Aqw=}VW8LH>7KbFzX9|Fer4`3^oZQmxKS5pD>kWg^V>NAQQ_P-bJhSA zIy3d*F3@;syFa6eAW))JXbw}5$ovPX?e*Dn?^PbmXaNK-%h)o%jf|RH^$3>vIiNJI z##oTfWumdy9&1s^k){?xv4wc@!lUZsk1YGiG@ZC&_q7p7`BFrUFMB}Im|k8ek-Z)& z4mUy&v#u}c8PLuib6SZ918ii_-024FmBeMu%W^LQP6s7 z<>F(f8;@6h-ZEOxiFgvszP|PKfn9)^l@)~U>Q=ru_MBjRvm^%0cn0>5fFF zN$l|)*Q5vmW1iST@_-h2Rq*0d3#b=}Auu}gz2M9Jc=&*zk}M+H2oM^|1_%&8+xf~~ z5JCulMDaV7PMy6t3GClY{Q)$eh^Ob_SE(5g)8YL=Sy}Vp4qmUAgVnr%*@V`v9YRdH zwOcCp=76c9w6q8Da)vC2Z9abE^;N2Q5=59Cr%9SnAqA?|W+s`KE6pK_ zEq!^oN&z%8D@)xEi1=MT;kC}38Jr*8VCIM#V2jk|{o;%;xL88;z1nh*&jh%02ouw= zsayJgqrTeX+_BU}B{XW{l}*4TNEr||TMoYSS71d2AR&D9hsTOC+y+oKi7>@)zOfZD z;-V+)@$`Z*m`=o}YdSJb`U<;Wjm7n-4dT?bdR>0~V#MM+Fd+69Gx8%q1zIy_>r2SU z_Lc`4DKrYX!T+6D+0)RAs`~>hEphZoM2!>a-Q>WX7~E9CuOnJv=cQ+}{fdE-_>mLA?P^Agg`H zLsWVk4!)=td!-{9HEOpn%xc-95&wAzgh-Gp#Ou^iQG1}K&ITa8EK8pMnX6duTKOk} z&d%m0;2_uidV4cJ0B}d|d3g%pRhv zbrW`IY4%hM9rS)wV^+9a5pyS|LQEwTO_BnopX1%}@x*#%8;Ik8S8~Cv0@h(4KKkUW zd`x3e#aQn*SMX*i$UobnS5JL z_}^Gzq1r+OKHw2)DI>A&a9A~G$`lS4oU~qgF=o?7tu@&9Q1T!whvXTis?=_ItWyIBC1_ua9?AH5y zDs}ta)ys3&YcyDj0p)plyod;KY>3Ze*fNb zun3nG2ZdM#eHpYb0TAnaa=+1u&#ePdeX1Fx(lIF^_Sf-ef^P2&%3YfKmM`vdQGSpH z?|7v=s;pTqdnU?op-h?Wu309SJF!EG~+&OdP0C z?l?q;o2f{Y!YqCFjU+*B2MACehzMOwsZ8<5z&`YNOopePrfOc9-jvTf)+f;{Zs&ua z*c<)FL`C8fAtr+x0fA^#h)z-@WFVUkIEk~zPS6lYvJEXu-Xr3qgh;-FD;3J=4)?iR z!7VmB7BD}DGVw>>TU)FA2_@-?xNt-UTH54CdEeD>|G{@#IC2_VTS~=l+lHJ{U_UXcM5r2#-HSUQLG-9v3Gl3dBK@cV^vC)@g!jK z_C?U&X=q~Ix(R&&W2cH1&O9~fv;|%MGIcSzr?z5&hEi#fK0rTnTUfBSaY+}>b6kYS z60q#fB533@Au;O~_gTW#(B{^pqTk1b&oxSnYf+`)o&=gJr3*m+zm5s0e<_u@w@+pA zJ>?I!k$pO z?oBFAd+N=>ghAdUawi;ItcPg1!-~PyWM5IE+E8daAEjzC_%WX{4NQ=to-_T*;J!O? z+~z-8$x^dK>)?wFV6VRM5b%q>aLMbj{1>j2=|@S!0Us+ScH!3iSL}8sMLvXdc&@~r zpc~I>>E#U!@F~OYUMvsf=IEW5i=EYJMMYaWv>rCQRV3rz^^q?x&kVn=Jy*MVctq{m z{DVbxaArcOT=lDH+q}NRc|Ou;+SMv$iaZ-Q5M~ z$4i1kRX0qVM+?v;lkI$`daP|ZL#JMzRDApnv+QRSIKj^%u`ZOTdOY$?hS78ZUAmyb z&ZzfaggSj75*@?NYaH^bk)1qJ-UCnx1A2dhjKixdB6G3N{R(<9-Q-3S~Abj8F&QK=-)CtR6yzrgvo&a~ka)Ra!oP#|SXnpVN+0>MO7jAw% zUQRU!h@gZ))0B0w!JyBRmh%hZ^{Ik$%0ExfbIY|aiSRMzdp*6bmK4Xev>2cpG@P7B zj9>qP`yJP>@t+p0W7sLY?!($Jd>@Kui0!X194sGV2l%gsiK9)XP-qf`PqhpRF&ktre`SmD`FLBb?u~M<+(a!1Fs|=B-7J%znATZG#X68} zxpLE#7tyO71SkM4GoteBlHZH+3-a1U-{V-L=+TC76r592Z|#2uYJ9WI`8nM8g9Si~ zQ`Oc!zHELeTwK>}dj*s$+pas}^$c0ho~~YZZ~u5R##K9Uqm1R%(s;^L;Sc-3$0Y(1;CFO~PT6z~9P_yZfsRF9N*aZk8QzV77EWeMjlmZ} zMhe?}l*s?x*TC&1N(V7C0O`v>D~La6m>87cbN%qpO451zDw|ltm4&gyHIZd!!?z_q z#EE+T@*w7dM*j0u)&5AyD^LJ6>{;lCYe=vmJHxj&(cK^Ef64jq5y?9>W(&rDNlqfS z0-)Uu+mJ9;+=2WZXBv8p>B%>3mu>O#lf9e7ZW7VMT}P}et9D$|nY}q?H~SIHJ81>l z@cbpsZ%UsFfd2m$pgdGI1T4)jLM&nW_#&h&R6LCT3I-Q7M#PpeZf2H0wU|qQ7vAY& zGn*2v3p8zf!j=Pi=AXLH(t&-pPFfn!D+tX_{7Pz6LNLn#!TzBN+Lb{4Ef)1P69O1#4|{7(0_1C+E)w z7yU2aCYKAuOwLillHp5cNcdV?F~77^YVx`B61tX_CekKDXB^#aL%3f{n!hViZAq(L zcn%x0fyj_8BpX;C*&(7>m29 zH?|zcTKqAm2wPQ@viq)qb-}{KcN%>E&KR?nt$TvT3no?7t~gLZTXka9@9}oE{Q;yf z7dtzlvJ~0t`ag4CFK`;cOh4UM#-p*lAa?dFi~}@SVoDbL!H0}ky)iL%_9-6W}6GDw7D1IVoglI zOMf%6x4%;K>vwCqK#cFo3YZ!;RyU`u^=4CeL#d>^9>Gw;0yrCN1VoU9Ekb;FhIFk) zn>o-wWLBH5TCtL+-@9YRqD6Umac5dsxLjJr)y*{h=R)Tc(jOo+et^7H;LT-JJ%U$) z4TzA1dr0#kf##aIDougeFBww7stR2QF3%fT^C4dRvH~BU*l%IrLlLTmdiD2;mHXbr zAT{>yyhD>+Uxo_jVV4HJ6=TX#g!bL(5GtKvow+@PH(#LsierO?tyIT1UpQsbNib3I_NIRh zFb!8O1|x>LvBgOuo;>*pPFHe}0R3!^Bx~vOeCp8M7+zo?=4xEr2s1-El)Xo@W6iFk zc~P&w93Y|oPYjM5wUD7E95H8HOK1pqlW%f}UO6+Ge48V8nxuwOScu2J(-nF0fx0|7 zlKEeMqQl8S2@-&APLk_qiPsD6{byftNN)U(HT zoh(|ZffhsY5d>}-7z&ze4ZZ_+21s&*oucu zg%bXSGjqX=qmJeXgIHCqe5FH+Z&NDnP;N&C?PuGtVUK%>d0R(;K^gfyhq$~082 zZent4qe(e`6;LJVP*x)Uj1M(SB~=3V-S10Dwnkvam!}$$5Ku@+{$EJnr+z-;V(IXLL3?No;%W(_&qb z0|Zup_4{ORy%kD{gCD_0oA%eq`I*1OH(0_@ZL*Ti&Y9x(=7YMG{DYfvQV9eoZ_tN( z(RR1eZ<@dTLE?T0(^OTe3Q#4Y?J=_^18^U&Ir3XmRNF-!wb3zdR`8nEMyTH$Y!HSv zwJ=U>X+bvZ+9F5fg$M%{30(`@#K2UF+WKH$6%?`a9Tixo-m?Mk8erguQxti_xhc#) z&3VOD+p*3iji`e|l{}uDg^CbOen@@-37kb>=xeGUuSwllmrIKFOkgVHN%@nR?xqZo`vBDh*64KF#WgJ<#48{}hc`v{1 z>FoFqzJY6Q2W zDlK7&Que`~ub4)A&OHgbr60+R`!`Kytl`bs=aU`$If-9Gh~!aWhGxfQZvkb?lM;R7 z_x%Op#&Y{4bF`@SRvC0D#H_q)&w#QBoH-6A3H0x2*lXt~On2D_MzK-`6se;I3R#}8 zs4|uIP51yV<^7}c12JQgjWV&=$XHG=4Dz!s5*Dx#lO1WSGG}{EkP-9-6UO_q*L3QMsyUg^%X!UEr&x*hE=RVC)`GB`UeIL@%J045>_${f zUCIRw{DR%RY9zcq{3~R2oiyq$bpLSGb8#O2D(@NGTi*pYwt&v<Gir0>N;-zGC$j+(}|FhJI^pqy2|cUfy`n>t15Y&e0z2Z?N}ko zA9HcBE*7TNh_jPhHu>`Y@_5>h(a&;nr^b)ybi459@8THV)szy9M}FE@VA7tHo1r#RvT_u=d+p5tAMYJQ0TcX$+8TXl74*0j5PP63Y{4gqQuAz-2L~p=)Be2A_QicC z;kO0@6J=;4w7mAcMXtE%L+v@**g~>8x@KOmG5P92HfLOnFO-`3t2t?Qz@4|}BQ0Lk z&PJ#dEkcO=Z`NQa`uQ}84~sENce3dO9_EzWlOfB=Kg`ToL*(W!8ksRMYK;K$Xwm0_ zZ%brYA8RP_N2Vw2a*Joaw-4Tq!xQszC3`&rJTwNKFHpGKg;rH%K030H+h@+~7=?;2w7zj0Q zbu@thoHUt7hMU`2yfZC)& z1L8+{Lrvw@HS_a?#60HRQ==WuY&v;-{YE7mhW*#HuaiC}f9|W((x#ZBqbwSW4dOjm z-~=hM*`DaoACs)D^-)UQIK^3Ak6#6jNh1NIlIX(1)X|wEc;f#$O+&d@1nj^1K|v5GA0Jq-XJ`V!jW`Vs zmZBn+P69EC2X$a#2edi2PG4AA5fW(@YTT#I1$stm>KH0;$$RrhnpH#7EqDDK>Rky9 zkg6;%!;2QbQl^gxKoj?QLqHI`KDLm!s)%6QzXQm#x+F)Ku+l7R;|SGh~DXYa0~bc*P}5bAG-Y?U7lt1|&?b{rgF! zXd%7}K7Z`w!=Kz5DD*n{$@o987s>DU-=%i z&je9m!m$4fQqV?x^gv5lq3cldxet|55t~TbbJx->=`h31e!bp`&~0>dD&L(~0oGoU zJE^oLJmlFUGFGM)Z=b(aN9$y+gxOxZArU6~ndgs}_Kw<8CeX`~snumD$!@#)HMKyE zYK0Mz7*@5SXgIakvpTe=Z;DUw9Vv7c=Ic4ng+AETc0|AsmZCy2TUiRc1V*cq81W{O zwc=b0`oqh3+SIdyuRemi$1CPXX=%viQ@`QamxVAGb0R=gXO_^l zaMko7B|8Qx>fy_99Fg3NpNJ9?Sn}p#>jkM#atb+HZoFQ_)ozK0-u20ec;Fe&0934X&tQi zqEfA~qz5k)7yQ>BuwBL|*C(i1KLZFc%NDW^`C`zAy66s<6zo2Qfx6g;Qy16mo*VZQc0RY{?kNir>L|ck(hR8K~ z;TMlVH0aG>$s(&F-{~I3zplg%hM#2=HO0}%G^?lcGXpR@cy=|2?n6z>KeQUOO$hPx zwPyX~dMOPNsK^g@{+w9zzbRM79ZlSuxRp}=y4WgOp5R#3s~0YvVWQsu*bOyxNv%1u zh@-J}Yh>b@$Uol}yUA}$K?y8C8IoZQ_tmGvK`k#X9!Yl(10P5vX-gRsBPO(#8ZXoA z#g2kSZJG>m;ylRiCzhz0hgJ6Cj^e6n4r{o({aIFC(X)N%3fHg9A2U9@PyU?3R>a4* z3{nP+gVF!dLRlr5e4t;f!sj-A>+|+S5ALb;2V_5VLdmEK?D3mBZYx?AB3{C{A@Fk7 zbs{^tG?r#aq^p05t$tt*7Xh|IS!e1W#XpiWg4v1DS?G6H>i-nZs=sKA=CZrhC}d@j z0mEcoZNx?T&-Qn?*Z?5EV}z3CM!49}#+r^IS+8aPhq5v;wAfo)H72WDKXGQv+aPw_ zPSkJ5Ka)pwTqu7NLmJgZJ7Xe$f?vB=Rz`?U<8H|YeSH6J0BRb~Wo0^#y`YcegNCr< zXEGtws1<8W?6AI-L&Db&R8d z0Qnxvt~H>yiG1|n!G)gEckJaFo+~W0-T$=*3qwNE<6P()?T*_6_#p+N%>Q!lq4x{H zK3s@IpPg@KLO}tEJwl4x9d)J_-!E652_8;CEl$lw<#QPz6ImGTEtP@Ai`epv!S}~J zaC9HAMlZB8iH*@@Db0L1R`&$xX_bL^v@HJC+WdvrR|c3`6Y$!s?T)+z>E|9QL?S$B zKR2_0&M!?`f+tKy+5-OhHpAuxiDMC^N*q$;pQ+la+wM#u4gKV{WW)W%o1BK)Q-dsP zTrQy&y@`v}y`hQRDsE8y)4uHn!TU8?g)`&P%Ms-Pm|OxbPKuJ4p9BVde}BmrA0*er zQcvt=U(VacPcURh4(15V=ZtRlK+RgQK7=z_>J%1w-1Xp1yjed&dk-wLF=laMhZDny zH(qFASM_N?JV?3Kl9v*0JE`$zVu+g_uLM~wGEScF9QO( z9JdX!=P|P>ic=hbJJzvSft93O9_vz`N?>|(`DgU9a^)Wq^6W_8#1n5_r}wxh=<+s@ z#4YxLOWeKlPhepp`FcxHZY15g#1&m!oA5UF`n&2j{rpHgvcMNWH`xvs+hX{)5o2bd z8eef2eVCXUAufhiTMYdn4%LKQ&xoP2UqjuUefgxND^4*nY1HM>Sldh`Rm+tTfaGZS zy&+@qgtJ1-Jz;cH64&eV6mm(HT$_$str8D~IWPgnsXU~>zizm?O&2ydFI3E*q9;oE z|J0xjeKrmlhK;*(c`TtRwVo^e7;)@31#2EQRU~-Y{Bq5Z*6)IgFjOG}8CQIBgIOu~ zWwJDqkZor0{{>zWg9t9zwCzv_K(}s|_If6tx!GaOCN?##@f$RmRDq^+&2%_yrvsQ& zF(SWUD{yJtuF&bNCqW(qiC$h?0^#6tf^?d*9c%`?8W=^{7Al|7!+$m4wGw+QQX(gL z#lhMXulu#ftb4d;g46~;r|cR7hfHb-Q^COgtyO1rW$+xr%YD(L%~b|;-$VeOAKB)V zp{7>3xhb75g8isoHOX5q}mcm28jLPB|K*L!#B z6PUpr_XZZTpa#15ZocOI8sOb>^PlN`e2!{{43M#(mf$$?=|+9QR;rONS5{k~FT1-qP&* zoVvEoH&RDKP=<>Mgt-=A{OrFOTH5I^pOpbsbFpTIJVq%Q&Q2>1sXvxfq6v4}U?4*@ zt#}*2C1!%e^jdyP2Y@_ zR7{>OMYQ8*>#C1DomD7}LdVjwPMX2(J^u)PsnM%^O<6-wDu*CRJ=N46GVH#|6o@fv z@$0PdYc9jt2!Y8-c|o1`{mz+f;)TPzf2r^&>ZqA74B|6x3wgx}>h0noLjw0xb*Nrx zt>msM-MUsAJq(==-I+7%!g>2)A{u(@ef1znk`M*iUR-)W7!;Yva(IVMcHolFvb#I2(_U05stD>`^`rhwaou=f_*>;DIC8GsnmN#?L?X0n}6mY?frn;DFL= zvMIB4l42K1?W;k~m}JEK)bC(m`b*~}+@Tix6J+4joPCWxKSR9##%p7z?5*BAoNvdQ zjrSi3bAdo5eyeUuECb>s8G!1_5L!DcIs!=X(xu%Bv8y|8dLwwTw}J0|KY z@56s)`%tUns0b8mUp~&McV9OQ zSCHht{nezs$s}`|+zOAFmj#?#AFEu*ggpGZYX?6VTfbcD^ZLS*d%rY1Hv17|l@cuM zbOU2QrX=ATai;n45p}EJFtTmmji?-qe5Y%}<`lBrqWPZ8+-{#^>BAD-W1?Ju^3#u+If7 zRHq<-Cg`{;x0_yF#T6q)rY?c=#y4=z6)jYB%k%e_l7&xeW@oR$|CAp0fwm@AaBITG zX(QASCy8W5#;8Gt+&)BrPo8oNOtIw1%c1x@&oUClL_+VuWVN=!H9OysYsZ(V<|HmJ z5qa)>9hy$kok^M;PrjQMjb5uQEX+nSu)?$As~>x?+>lKwRVwu4-S_@xMOD(KYmjOq z9zU*a?xE4C>e#Hk);Y5Ji-v}CVGGG$TKq!q1kWINX`fuCeVTH)w{S!7%SI_p7AEr( zaPi<2)x&Z;yW2LnSnr2>eZ84Cc+>6yz-ZH(`U;{4k8k#y01c+=K+^&wAu6UHT-mhT zkUk`7>Hw7s%;PIP8spJYo7P1?xn*Us(6*@XCu~IEwO1hjbAWgOgYQ)Y;FGRBy$x;)OT2r5TDo4Qa6+}N^r{mM(56D9^F;WhmU_L%7zJvqVV4Ti8aB485OSN z0#x!p4Y<$FETVo&N3$;KvBz8##k)uKi@*<;EYB1zOXC=3*94Z~v+vz5mSz z2|w~;205Mf1Y8Lj7UD*2>$bKgqahM(cccr(vqU;&=1^q*6c8!LNSi(ej)PBEMGP<@ zns=?uBi{F=(XaLY$IamIyWzOKot6KOD>Cc%V)qfXYRmCL`I$H(=*015eJ+f(1aAqhR^`+5DM879R7S7IvH_77_TzP#X zH`?2W^cGiWu9qh!^UCYN{pf^QSc7mw0sUI5b@XnRWP>J70e~bP~k#C(0+_{BKQ5;NiWb&ICi#{^^ z5^jRBW4(QT0H#8I8B1_gei7Vv{C8{2yh(fPw!6$W)+;KU{EvY5?=F=Ti}R=lJj=t8 zg$+TMCefk{Xr&&<`CJJ^3>4zW0FFBRKkv4-$bLY37}q5&?M}tz)ixT8vDpK0WjJWK z+}D_hZ2#ZHCVVH+JVok6Db`$Seja9K;gyw@)B|4c$5`LXK!RA{&;?L8ow>k-_D_o~ z6?(+cGf2n(9n-#dCUE?@idN1$km+la8NJ+-jsfG^-TGd+0g142M;1Tx7kBsX!gHEH8bHk^OJ;Kh@Vm=;Y*y?}ky&bC^0S@~2$B*`QzSOyzCtR>(I*!7H ziap0zviA1GJ6AXegC0jtLWa45`Eaq=GVKZ<;GNE&Yi%W@3kfk_=?NetJ)O;z5(+d5 zinY{Ow`MngU05WFhlK3A889@D-$3-&ldhfptD$F8aX=VikC|F+jMBMemYGO~4mV)w z-qhmD0%d_7L0O(82gl{J6<|+h1nj&abJEz_xLdCACfPa5msj2aUx3ukQLU7Q54**A z4?)@^PKDIvMt8teE`>h=_nkF7WKSnL?l;>Jt1IFpFNv}fMgO(cqKbKyTk?tlrR+w2rMHbBUZrF&h$h=+~RzMk~nIz{O@1(&B3Hv z#*RJbP>$IPx43!TYH~klz|EmzLG9aZ-QVkO=G{w$W6EGwiUOd1 zSPKY?533u3O=M`i2iI)1D;55hiCF=o1)Wq5Zk@eoRW$dXtC@z5Tit}-2L=cOMTlZM za)@#;TRgw07@d#!?^({;PkU4Kc8ltIs<98#grSn2xN=%*VKcYJx`1`T0dE*QP=@5XcEvLG@xc~>LkqIkrphI{5~A}Nsp@K z(?TAAj65wUNy!As>aD86Z1vRD)dmAukoW79txxwmW%6IVzbBbnx=(C<9k;f0vu&bU zrB*?F2ElvYY^Cm{`tPOg?iJ@2S>*bqJf5pQB>`aw|MFn4+I@*%h3*Qj++bi~J*=}n zQvO@Z9|o%KUjg|rh6TX7)OMlUCjE4u`{c4j9={Q5uH>-Ap&r)qBr;>yW>~)r*f@6ScJ(KEmkXZ085 zG7~X`-D#BN6+)bv#3ulu>Y1w2$MS9Gd_AZLCVYu)E(gK8bo&@aJ4cbGP((U+q7#kx zooH4ErW%m^8CVPBVyFjlodZtG0}pNAFSvZ8EETCuaJy6)Q-9BR#~zmfkT0m#8GCR& zf9QFVtr9Pm8@C&Z&*1SAh6MQOUO-4IvnKb$`FCkLz zL)h#tum1+`zZcrxE`A$oc#U}5vU1mAFD$Vz9=*q$jNNdUr0Ir%3rO#;tnstMG4s%) zWt@~pmd8}INSG-qhHiRZfhiLrJ9cm`{$#dPEyeES=Jq~B{QV;=obRpClt)Xj#R2rx z0t@5DXOV-F`aj|VWxdA6n`ThY)IKrBHzO^$0>4>>iJAUyd=>USTB~P~P?rILKul85 zc3V@FKKwCSYRVU8J#DZ`D-ZEdOFy*$VE;$$ZR#}r;mxaK^WB&|UZo|{byHAtz5e+i z6~r2FGkCtm8lZF5I?nBwq4V$SJ|*7Uc}apV`w@Rz6G(t$?IowL4HPmj!%skZQ` zs4%*+9r@cmcphQq9_1Kk!i|dZzs9C|y2|qcgg9eX9aczT%W2x;58Z`n6>1` zyl8$K*`ps&iKW5}7e|Yd#(F$*5AM>bAdiPO$+xtx+ine;Bc{f)p*+{AKFI`g4CQA( zs(W`MXK=f4W4mfA%DqVhY4h{_0&EaQh=V&$55vm&j9Rs*#8aJWw8%1jfH*g+sTs>? z^2Fy@BhhN+D+^2hll=-(AeVr}f1b<{H~1}j6$KPWJey7ZkSve-QNgwcr)2fh=##*yUY-gqcV4u~*t4AAL zZ}D)w1(+t;9*PyuOB{_$@#+Y6ZM_ie^>yh!fg0*&JpQz7X=*#BnVT=t1)GM9-Wp{? z%fPC7BO|lApzR=3J7zsGBj46ofE)6yDXct|9+qBIT#4IKjsU`X1f6N-9;h& z^VB<~x8yAn{oSBLCj648{1_&xPS5sf9C1Pl>G$bOpFx5tHnVJzsi{siZ*rwTH-Hb+ z-Otan^!BbB<8r;b=bohYN0>*46r~fxziz|WfUl*@c*)IxaUiBA2MQrLDw2y$SU4UN z6}5umn}YF>cz7Tj7qQBlTT_#l;&>OgC7QzCt+PEyeJg#SQyiHB@{bjiYmo?CQ40%i z;~hm7<3u_}MX!}MX1sbt7etIz<2iQQKM*X0&1A&W2Ga@>Sqjr_D!eD`eP;TBX%ab z6l;2jEx<*pR$$IfInE&ESD-d(|DjDT_zF>+_IT;#8U)g%?P!=u!3BlSSU7T(0DPaT z{7E#sdMqEH+!Iy9)>WSO*eIr_Y%bXwImoK~G9qNPH3JhKnVAuGo_mD_C$025&OE5C z1)GuzR{+wSuHoGmq1PoIa81#sL6)ZP*CvV=$9G%$V6=HTtm3Me?qEsD>( zsx=K*;#HbA;R{%mC)>r`aM!A;akQ@CE}fTeDf^tEckQi(;D z+?OX}3NCM&-RKZke>U62Y@!L2NXG3|CeXXvUh+6;X)L#)4BTfL zZqy_x6!KJ<;*2{J+Kve&x)Iu5YdSXO>@k^_M{i!%BZYMRUIG*w1CCA@amdGA-BEbn z#`h3@5rz1&T5-Gsa<$UfPe0YdCuID@qi_HB(aCb4!2f_D4yW`6yTzXM=r>OB=US-5 z{HUeg|Fv^QZv60&FQm;9p5>UC*$4k&(}h{ND5o$S=GxT6w-bslW?nmU=l!_e*-8H4 zgb$&R2m|>Dh;5gc0p*Rq(>}k#0qSDoz@d}ex*AXy9pi6~MnK--m;obHN7;0+kZmhJ z=t1I=R&uR1nu6_@Z2jdlp1HgUAr4f(>;1jlW4^HpXTmA8m{Cq;&X=;RXFd!#ZpII) zOtN`)T&z7~%^o|W zbt^jn=})H$nAt?aY;f=iN)mi3DiXmHv*ACTgnx5dNRfDK?F`%=dDHelQ%Gl0vPG*@ zA0zhfqV9a_F}0Y~f-B@~oQwyos(nyX(`CQDE8ZR#g z%&QrOgMmy?e&PmHgT*8fDAM(fPvPEbIgDhBs-Aa}t=Fur4R8deqdk%l!8aW4S&1A( z=)`I`u+-qaBP8fK!YjqiSu#IM+$lXU?VmEr&K{|rwS=Y?e6vsC!}=$0TqSuLd+U~O zOqp=Sl5SgNWbWm7$1}4Zg-<~sNnv@$q6e1_3jIrh6Ca5JrlTbq7@bB4DS;-=y;4*a z4mgo`fiSvfTg6?P)6ubGqxbyqsgAIP6F*9d$||jyY5Q=Q*@JEuGLKmXS}ig^sq=?p zlV#vaSnKmgVC_P4q#+U|-y*kLZ)HW63^>4ThQfoUR*lTq(eis-B#5@O%V{=0S!@78@Q;`Ma$ZA5xIKVbrTrOYnR(rR9vVlMTuOk6`0FW5@<-|!yQK-^zCK={a zPAFJesi9P(N zqlP~m`@?j*%GadH-mrfVyh1kX6x+>qB}8g@4OAY|r$0S1;C*0FE?zt47e?=Bt_f~U z&+770NE#&9wz1(e*c*9^D#NEK5@%HAN`wFe-5jSb#C$2%t&nUtu* z$g9`*saf+gd%?GnP{i~Z>Gi&U!e|pu0(f&Pl%UmnFVJl^$^FBkOER~uE^`Sm+QZl8 zyAOWxq9dKDDjSbAHDFszvR63lSg~e#=G772)dQmk=>$3luQ4RSSLb4kXPb#V)?1_& z>YZ$qs${}Jn!N|oZ6)%oscuVi;u!?Aa2UuvF%{0efoL{?{mFwg_vGQ>h!n<&z)4&r zEem%$z^x4__%RIY4WT+*lLrA>FVxp|J_$=*>~nu%Hc&jq0r)ySOSa@%$jj(u(}wb~pu2 zL!KyUAxPL;_oh6jw5$-YwM7vUOz8Jq;21F^#GEEGH2&P%iD~xZQ)zCHxjKNKouD}! zwMi#P7STsWrX=aj7QDW>-(ftv-dn5xOcbVb#UwnDDF+6kAPHvQY__Tt_gkqHC3zHJO`V^dB#(D*I(g(&-yh%VX!;35 z%-=nW99HK;8$SF6*VE8Ow*6$P4t^hnc)Zht6#MRuWuM^`nr<>0&EHTgi`LcRlfO}= z-x+5R&XZC0Rw5tc-(h^pywwN{zj|p0`kqb*3Innvb}ml$xL+0u$xxnD+_H9P6#%q(yu6Yg`RPmAaUJl$n$POno<{qZuK??c ziF=PZb^O_`y@6IEo>P(3RMCu=SaxwS@Qa={u)P21IQ*`w3jtSE=63o}rp=TiZRg#) zw5LVQf(MJQQyYKTKC4_^V(YiOiV;YVdjb0y#%@|uIX@g2?9GH1UE{s+?p?y{H;9kS zaDRHVqr2}u{r4-SB7yh%F)BL@Nqid5Tf@c}$628|om&t5fH_W+UzGIbiVe@ZVA7;h zBR368Di*^qB?3aM*c|}wH?k!q!oggTIkN+mBF_#3i}IDQjBmLbR|MP>Wc=F66`jj` z(yX_DQTEj&JJ(Hf=*a`cGH^)+b9|i=Qd^6`P=U*iWAiW)Wq1E@#f*Y+@t;{GBvDSz zc@rZpInCi}Y?NkQjBq)D$980L>$0-?+=<@!6_~ctb?-OsR)FcIMU&`B`wsZuT`Li= zzfo0szrFUsv*qphKC^lDhz6b0K7i){g8T5s_P=4wG1Y#MN`{8qcvXx1EZ_hQ2A}QZ zSw%@1xf`$7wV+pYZS-oNIjn@Oax?T@M2L~YNsG}^VG}ccfJuNI?0>dlE7Xm@x+*sh z7Sg5nSfJ@l-W;$G=V2r2UgUE@>ay@8AmSRSz>f-KazgMSC#TF$ez1P8Ye_AavQql~ z)w~D`re*cVT6D}{kiA2J^3I4j|4&$`M~5*5-~p=Dkk7aw0U=~W@7m8;bVTq2soPDw zoPwX-w-}P*-~O|nNiu(#^UB7zF%XUXp60?~X{NsAUO4sBBK&_K9Uv*J=EfT5Td zXE{<&j=-Z|ZFr^s-c47}9H;!Le&j9@R`yyuQp(IgxQWDk=E6+LjDvIckGl z(4Mbtr-?>oXt6fh6O9aO4xXx>31D|AG~7?j>uo}!7qo>CB&t0IBRd?66IV*#72rO zaiLJ@C~4{d%uuQ96#!*oWr}d+{a5U31by;Y*xHBYC)rotOtn}t%s8@&u5izHSBUis z9FW*5kUy{OtiwtP;-rh`mCA7?L$C(*-}9M z?YOQ(dvE-#?}#iQJ@N;7!oICFR1>aB%6Y6qU-v8#vN7aLy`U_e2vrzF>mh4;YU^_r zdGe=s#F(eRlsc?Mo1M3$bJ;ra73Kq1;ud1xAJ_Zld|otci}g5OldK*e8z{C!@P_mq zgyKCQi;68!VJ+Gi!#|v@zKA`$lQyiZ?8uFugd_3d`axwCPNXRz@yuy&gol0nITvzi zZjMCFmWzA>?9s=L^};kw=SsDjz-n z%}!Z^5~I&#ok2__`rew;tL-doo;vH%?3|jdnbg-?+ArETeR&I-ZSlmK1-e(c<>epC zMJ|#&X`>J`+Vzgoy2a9#5^6cL@lIIpIY-cKHfQ&OcC`DSYku+TFS3=qi( z76At8nzmwmCJj8)>o-7cxJrU?7k;h}=TM*DE9a5tHEHE09vZV26{o3Q%cvW0P`TXe06s7jh9G4v?=+uoz^SLA^JkE>;t1>b>m>HxPpMu zY@D;F!@85U6ww@ml`LV@+3Sbw}DhQ_{BsX)H zowxv7L?%8fv14(GVz%F9(jB_{x*wBry&e^Ky}4+=kc5^kNawsFsCD(+95~ ze#ucwk!X+9kJ}oBsvj}DD?h*dw7DX)qgU`eL|@V_QHV@{UJLZ_suVW<9V-5vmiC)I zeOMU7yD56^^5Edz<3qdn!5Rzk)&}*_E(EUd!NF-08`BX)c*=T7fCFaGY_qVCwz0w=~lnh)dng>Iz16T!4!wrCf0T z55gA}Q(t5#^F>@7SVdeKq)2{iB549pgoU!Qd1!e!=1IA2te$S?B9J7L<6>@B@4Yx+ zRtv=AvKj!#F0NGXcd-S)tQ<|2$UfIePdxhz&aIx~PVKCbF1T(3(3p5p+&P`v4)!t8 zA6F~Oe~n(07XQUKg;Z>b&hZ3j=%gsGhdiIHO z6}seXJEM{|rZQqRNN!$)qcx46oCrw}Uu^uWSJw6RmcXY^W{BDk!rid_f81ccuTQ#u`!ZtDk##!^Xq1n<}{uJn3bd=5Df7q(Zx zhoi&_9KmYYcjEfyRGymnP6sJr@aO9&kOUDV1Zl$FK`7j*B`X-8#i)7GO6{R=MsQB) z)J`99Wsc)!r48LeIureymKk%446=?y{^0Xi-CCH{FZAaMsQ189)B0}%PxeBuN;fWh|RUbG(V(#;$>*0=sV zC@Ej_4oT|cleg1gX>=yUt4b%lHsy!xTDZZ=l#2d)IBUHnhy~N^^U5;^SSWxEyY4L< z`;YzdukKBj1%xHN%6ssuu9`@#U~Y@snZf?_(O_5omQNlw7P3i+XWmY>EaC1vnVr9n zk-b(HyBf4AS2;&;`ff-LS~6p7J*};MdIw$qwx!Tj=M=T7>QgH^V79vQeaYB#+Z569{j{%k2fSTf&sKtnKLB^mq$v$t)Q-(5LKCS zESTFX5#Urk5z@CR247sm@mU9*(_{*y!z+Mv5h2BcDlxMXHypWy!J*0YYUL+TULF4i z%TX4#H!&foY4RAKEhw;*WmH=6F1&iC;&O2WeZ*`c@vCpc#I}Hak~@dm@qSi3S(A+4 zQ%vpJF?Uhskr1)5^6|Nx#QokyKgTKdvQ+5eMkBQG!N0^uzw(Hg2}oso4#5O+2&35E zm|%pjSrp>&-3YY?tfPRVx~1deq~KTX9?023;cG$Jl{sCd+$kwW5;af?ur8sPcGPdK zjTK9-e0BPBUS4)hy%ENA+?xe#l*O}Eu{(e37fS=>#E}R=a-^b2PR;`Cx%IwT*cTC9 z%cLR}XIC4&5`%;w5O0XLe20y=&EiNF)<%5)YEA`*Uzv;Zt?w>pF;4E)MI=#&CS$B> zG0ZD&j(;}#IOmpd=<_Ia-axThtVM;fu(|X7r$cZlKrCjU{BEkl6KR6*iYXVFLlG>Mm~N|Yn6V+=}8y5g36{#t{Y#IO5Q!UHMxFU%P@+jq|DUkK6kqB>oVjz$o3zL5RIkzCWzAlGg(gZVOk@pm~jM05_|6X@Z z#K?6d{bY$V|25CQ5n<|+eu9Qsb+m|&gepqqp-TaHu@A_;>+j8u2OWD9}70eP_paC7a}0geGx1gQ5^f zEDblL1d0SJhB_&Vd+(30sI1lXn>@T5PvAP-XLq>^lGRYRA|vO`9;{JzHAS@;5Q7|G znngux)z4xARbd*1&+PTt3OJ9;r0UCPz_n7QfWV@y?Sy)5NsO7YdxeCQ@-^!0uDzBw zbwR5S;B@j}bYY*RZNxhr%`U)Fh&N-6#0T>KqK1}9-?z_Jk{kx6#E(5E`pUw~)S?5- zBTbn5g_2yB3YdjEt=3VeV#~}jG^xwT`W3u`8Dhuo?Zy6tp}Sz8m_Uq6y#TUJ3Bax4 zH>vyi?cr;^`|-8sM&V!*k%0S<7WT6F!Fon1-05zDSKiP(1ub#bNTHs6j3@yWDSrPq z7#K~$1QMr(BSvY9P~XwtCkNv>y>(Mt&{Q^kS9(;8J0Zb*CXnFHP{gPeU1)5DAhZ0` zE*>vR1^rNS^b$7IQ&Z!ge~zxeQW4LLohM=w$mC9p)G{d#*mIzu=RXu$^zG3U_N|P( zA`5cwL#Jfg`IHgz^|VI$8EM>@LQEXaQd^u@P$@lx3?q0RHl7(heLX5DVVhxmfs7Ii8Z^HKM~I398)e_XG)EY|6&LY-UlCI- zEw*oGJdc7Qr%pTJF3_E3XB%OXykSNATCt!+xkGBN#T)ve;_JyA6Bhv4l~NV0sK}n4 zPykw-_SEae5|0A>^va#f@WWYk2?6UMc5jqOq<@rAiJF_G=#0Y*}l8J=y>t+}55FzT=aS2KbS41x` z*Lqxpa3q}UvjD~P9f(+d*qo~f;01gfi6#G|@aNA*TkGja`!38MDNpM?NZZ5h;yZ)= z&ba5g4iql^yL8*=Z*)n?!WBch)%P&x7*gS>#(bV)VkH?glz+dYuNB6_sl*=@DIAB?j&e5Pq)A6+572@)a6;(9$yIn>0A@5B!Z< zT?7zI*U3LhNlZ1H(J8uk30Epl*-Y$U*(!b<=tbh7iw9xgSp zEtO7gr-?IH42^+(*Y;7iV$ic}Y8wY{&g5uZj&t0XWozW)S_}{_07Gm^_RvPM-0D@L zs`V&;&3Gw{D@=rJe)R+_e5O>mU9q%fnx1s@$B1-vq(eGLezH*U8VI|880HR3wwx*a zMOV8VP_O}x)54Z^v-_J)c-}qndCYPj(Hl0|rYW&b_gtwl!DMzJM%63COqod1W9iKG zaeKYP2y>AFV+ad_2}m*Vd`B)c>3$`3^*b&d4NU0W2q8=W>M`=g#!!<2wZ$sEFtFDV z|8*QM!#OA6V(-q&hRt*C&>*>H+q#W`G8Bv@e+zeyD4q5 z#EMx>8YX~%Fvof&PGwoWD$BU^Ic2XU*^9`geU}d$$=~l+S*{4sV$OIuf*!{X&NR1Z zlH&OWp3g(tlB0_~QsSddOU8jHbhr|@e*r;;@)kz~v>IgWc$5W#H)3AB<_j6Q|-+Z;&wZGu6w7A&G?`UaPU-sRsXN0C`7UjGh z+4|x{M2bXcetxl51D)1KLLRT`?7XF3M&lD6zVHqy8}?RZ#kT@U#&2}WTC!=apchD-`zMT84T@Zts`MVDEoNmIT!W1I~U zc0qc;iW0Z1KF(F=oUoq486YP1{CRS+e_Y=H;|@>JCIXyU!)n0gFAO95 zy2Nt&(7nNziz88kS@ao~QzyDtyeC^lTrBA=_9so8GD}=>MS%MmU_Om;(G&T@^-7QOr}kC<-$<9@Gy&9y0g)mX?kX z)9Tup+)v8hg`fMzX8@_}!4+y^PVdVKlO~4u(>MeF&}HQ!vs>_3rCLjc8n1Pd?06Pd zlpqcHiVUIr9HMc<@W?fb^?~RwalpB%2xMO;$2c5pjao}lQaB1#IMt@DlLmi(#eHRL z|5aUrxbLxoiYl!N05!1UPQ1~PntyZxqiK6!Q z_I;KbY2=EQFql`a`66E9q{<`hbQi{AY<6CPy&9q?66fC_@Ef`g4|uye%`HM^$1loka_8f+5~zJB({*(x2EMnGzm;~kUcCQY4x~ehst{Ub z_J3goLaUY_Q*57UKJILua?Ce0zN%Q+rR#C>BZ1EOl7^&4<`~!=$drANlY_WDkJI)o z3r@=w>3E!fNcV5x_POyZs*nbxp|UsxeO>l?B|UQYos6<~3mCFrBCoR34karTb0|iU z-^-l>`r62Sp1X1^Vs_Ny907Ie(=U#|{_t;BUL?`K6R z#Mn2W8NbFT2&k)bS_W3N`JwZP+3_daWy>@v5YM zB%O`!mB-c&n~y)1(w}S9O%!S~b;KB%A$HxYNv_rLix@1Jg_PVhf5pa@C4AmOQK_-V z{L3pMzr4V+jYNoDo1#ttiI{MrCsGz{Yn#0SMIpkc4VR0MgQ(fBk}@*`U)XXaorN##Iipl~@lF=9MWP~|{Mp!;Khqp# zF2HJ2Ly6pYb{fYDB@s0|`ZG-l3t#(fNAtyUGpD2VrA}D%NAqjit)F^_rn`CIU&&Gb zox3==-7HO}rFMe@&Ug|XYFSDwWTHs?!Y(rBuVwjM{Oej>f$oC-O?u>? zMumd;OL7Exh`GEHK#y9ZRgox3B28X6XMw|Qwn)mf!%b9wx3_~a|6NndsCscx6myX4FJ;aysS7 z$@6Z3$1BK@Kq2mfgU52cW~VuhmAktKW3ZTvtoZeBGVa_ecjDDgOn^kwSz#98a?)h@ zatLkv@sg)!_OJ&AsB177b^yVG=I zU9qwG{e?bQGvZucqxcMjtx@$d5boA5fQ?It5%#eZ1fN@3Tx`Ug%FeNw@J(xI*uP48!8_2k%*p8q(2Pe5 zqeqq(fP{NbtgrHW8IGQGlyliCV8C#}z5)`l9R(vq+hRoTK+R5iPue3hzs-&0FPz(I~ifHEulH_nt z)lD801XYH;@GUSz@k9kI;T!643sGI&_;mK(+XwPY!1y*XQeG~`Haa90F&jn7b=!O~ zZ(Ky3oU%8+g}p78Th;g~6ssmRfycDwTK9lp#^B<@>W$y_qhcXc>!M)#t^F%L`5(Q( zH@#RbS(2>jxEb4LJ13%AWnPb7w&W2ArFw={T!g8EY&gY}f#+Ii<4()XcINqnBI|fEqt@=_;liPVCHgK3Qf$}Kl603T8z``E z8r8Q|p&g1UGhD4_*R>G{-fI59nz=&~RF4jGNOE^B`J8JvpJ$B$k@^QOC}Tk{#)N=UQw zKn|#;R`&Fi*ZL({Q^})!_ZZ>B=}*zM;&zYk zJFL6;FwpmA)AaRUnnyLZ@ofrEZ#C|iP*NpwNolw&G`ax;mk0njRtIp-jE@7 z9;7w_v)0BNulu%oQ2zC1;&nyXFfCV{RQ8@=!R8MV`H2|EBB`KVpkufa6Pv$s>Q&BK zR+iTJXCuAewcjppGJzetnCSnHm7edj{11%I`nb*t*r-?^E)1XC!l7lDg+_FEjAgpt zw<8`N2)3MU7T&T*cK&E)x(`S)e_#9#go057AXI5-GAmk(ew9BZ&cWdcyDSzeO4ZbK zkc~wfx62XN4(0kPF(CyWxLWU^HT&TE@$kNBWyKqp1+x32qVV%h4wE3|vJ*SoY$_EX zW1~aD;(j22J0N3))me>$36Fg=!m&9+ivFb}6JGqI48N3Mk{T%{&r6_Chn&aZ*=5UB zi8a!7OtNDM_}?F$SyU@Yg!m&Hdbe)(8<=aSl$K)p2mr43|J}g3mvd$KbP!OOoc#K> zM)Z#JpJBzFcM_~U>H5@Ka=Lb9BCbjuvFuN5o>`_PO%w7K6y?o0BZEiH$T+r(5PY4U zRua8`?j72YN^-B$*)vAv8gnh0eo<{5UX?n|V@U$U&FvT(RMLhY99&nREvu#A5tF)kFU-5G~55MBQjd&w^<34nF2qY9c z+E+F_0&3m5IMOv?VuD|HLPF6$Ga?mu2GXxv0PL$)=w3WeA)B^|7?GBTDvKDuXFg@rV?hbxbE zw~tqCs+twk$}b!AVx1cn0g$s3$R71Wwb5F@4hiUcjYYM{_8AyYglwh<2&>6Y-Xa_8AhJ@qq{+5qn(foDpfXQzxdyr3Z7rF@(r zl~FN@gtTMI8s^SoTu&;0d?5MQlzT6Kc$_(n!Trq%HYfIb2qA2jB7xld!A&nN(G6G$ zlfxvWSX-tDP~Nv%prV3)fx_1u>KY>F$AGkvrk{j%0&VZIe!PM7G%c*K!i#>AzW2K< z@9Qnu`8nn|VJYmk_1AIh>jnv2rWgk1$pi4CQc@xx1+Y3v7^zk4ZaFvXb5iE3mrAu= zN43cr-p$Vf5oxGlRZjzqRb#WQm$0G*9ZbF4Df3SF@^W488xEyPg)>IAGk7g#xdAgL zWw*nX8?Rb3Q-pa$m4FXPW8520uDA;7gjT`J?9k1>f8%$b?#aL};$$~nP2uB5wPaZ8 z1SOJ6MC6b6#GAamYug;8!ID%&v!>Y81GYvHM0zrR0l-%5%|p;f+W$6`ofV=@huB$y zpxy6ZRpQ(J;DP6ycl9q$;wR$&7=6aL?R?Dw{v}wk^HXffXkr(-KXBp3WSun|sj-?R z#gU14*Xo56{6@L`zb3-}$@rF&0;a|8lE(_rn(&Ex>~6cpmy&Yz^px9jPA}JFd;sPL zGhms|trR#eGkjoZxj!8wdupqzlTEby9rLTFo zR_twk%I+Ar_SM4!Y;Y)fQ2VUrIiurEF_Cyd>j!|cO55{RF5WH^-EZJjSw}0Sqy;NK z+MD{}FZhs82w;6{&~y)3>rr9(@(Pxb5EygqU2W4YGAqywX|(44I66Tli|_#IQ6S=- z^XP6P|E2kk9j&UF9X|8gy_YYOkFz;sO#(!ho7O($^;d2E9DB=r?7ctGEv=X4hqms- zrl#3;c^Q;I3V}R)O~>v<`V2?v^83)e(P;yz0v_jWs(_g6#Ze8Cm6a7$ zGXLuj-4-j?J-oY5k1J1#0XL}u@-;Oz8COov5N};8UC@?FHn*>4+4Ycd>4@2E`LAi< ztKPPa)A=W9K=!5gejr*nVRh^Px;fsN5d!pmzE76YU-H!nogalZbvfww_XHrjFU|CI z@<*m@Dr6@xG1z48?&jx=e&(%PPGXIfG0wu+JAK&04wUXl_&BNLj0#2zeMhrK z6bw}U@(@tA4Ik?n?l}zoM>;Z zX1c?}5qx0O5befJ8jfyU@lE+K8D4h$?b6`E9EOFy&iwq>{HEb8>D!Rm$YlVM)wluPgvl zUJoNNz!@7=mxmEzl#C@RVtA(kU`UWsoExUor>Iq4US3}I?VPD`q<{72bpJvYJgl5` zpMv_m1`ZvmOpz^Fp~H|V7vJ;*F!aj-`KnyH3gX7pen>mu`^PJoOFdSgQjz*t5(zJ= z3PY$=qX8>urNxIF1u&(J*y45FeOMT91YGy9}}&xU*CX?NYsG4rRr&w;WFd#Q6t@!fBnaO8iMj0~v^54!?ZU%Z&SXX`K@9a!v;v z-YIFDk(ye~Zf{;~G5jl>tRudbztNcj@pP zLMVV@`SnvY*6y&*Hiaf5j}<@@Jy>ouD?e^n+8>ry#SALoi!)b^yAjJ!$z0L>u{QQj z3;Tnk7dT0!x|_09Fu=e^Eg{|#{H*1|wYC2-_q}rN5WuEc73GjJRoXJxef18*N}K*R zC0P)Az4TEBc%q-pXf{*73FOFU58VXBsTF9z{L*V_47>D_NXRi7nsdwc$3?4j`Qr>6 z7jGR#Ffg^Y?>DFiE^hrzUiR+Uu?(f~z0Y4N3gCt|s_d3B!jSTckx2l)?QvX32ZfXI zvszcSeY>brGQP!^6rMQ~(TOg3^~%>%+lqnPMsu36uJo~-1e$D)pj$jvB6fBcnd23< zd;Exz0jMoD2tX0OPP)3gW!_d)uq29`=IQ|kWaPsIT-R6T+}ek(tR=h_ej!Y-`>U+RTZkK&qg4XEgd0xyYQrk^rtRB z>3)$-+ROS(^=I<_mj%jH~s1RN-|H;ixccaBr`8TtfXqiYrhB524 zO_+wSWAeQgA#h^yHs z|9A;OKppXujRy6fuzycq!m9IT5p~K%v#dfd!Qr^!^>A@LAzdkC>mP9+mdkC@$#%Z@4Wn5G=n>g%pg{R3_XbE5;922zLa*8+@_ z;$ZO-W#tbE+{Ps195yL~^%z?05#3+XcMm$v?=J1in5BoLT!FIVNIna`Xs&A!CWj%5?6L}%8Z&4L_MK2RR4n*fsbly9di-J*F18z5;51`X zHW>!;tk+dg`XUy=Z@_ z7D`7T6?FahIM8=t^!-K6xfQBaDjzmb=*wp`QeJpEds=nCGvy)1`)&Kv`;Fn~^NR<> zRvm|DYxPU|;yk=O4DVtb(dS!57JUN9#*1WWo}Ydo#(X%^n)35t9xK1HP7OcdH1(TQ zobh%OlXdfmSQ|O zoh20~&1=?xLl$U!Zf^dxh?K&CRyq81{zgd2Mu{zHlwTAxV4_`o$`!UCcx+<@JU+u` zts7D{aVywqiGeOMGCL0{s%4ac3=Vg6#!hl%FDGGhT}z86>+wqO1ut*j!^Pc+N>yc0 z{OhRgTrJf5SUZP}jHdvf6;k3kw`Gqo2u3(3wMCc%3t7`5vWHevnf_rV&7gN-C{;Vp zXFf};7tDHfZb2XwH9;BOJ~^xfakV^U6FwHE1$I4TaS{!=3@&EMS3Ljh|hQE?lR6$B%3q!YGl!8XT+rc7#U1`yx4HH=rSU_a_l=QhalzRL+mFc z7*);Z)X_|&rlW3{2*N=!d6Ndmu^(hD#YLo_$c2=ShG%`78}S7^@n>O%wyQspJfH#M zew&yGHja^lXG|vkR;0|_FN@Xu?%fEtoP9kfR=+&0INVfLFoUAbgyOHjpQ@Xp;@A3W4IoEam z@SDA#HEXZ9qwf%BQk~u}U%gbIW?C~F{ciT|sXLI|V!qNO{yo~(!%52C!P;5pN9cx% z&A#>gHbT_yZ(!GIH#Q~%fE=_sFc%iO_$8J);SeYH66*i#tHg{0h$#`O1e%-K;j>=j zgg4kCQU=PAp;CF)2(TE+>LzB!Far$@iow8$ z2!jsk4$obDfwEUksmYq;3nVDWH$e|2O()6z0QyLn=3)YJU|ms*_EfbDR+ zO`@^)`w#hOF3!c-o!-X^nX5Q2*Dd>J#bz-M0*c#{UV+P}YX7UJFNC<1-!x4cQgguE z%gg&lg6ssABzn4|^%q}cU)nW=LaVL2;A2#{)v3-(7CC{bxfmb;xa6ON3k>2A9kB{> zhIYu`!M@q9v9^)yv!c>9irD^Mcv4QPA!p0OMwNUiczhV}y|7+mPMyV7kZz&`fUl|m zg7Y^+ghQ*VR7suUCh+-mC8;`0-_&`~Av;vN* zid%nvIy!vaBjHTPTV1U&Z`6Q(7#n$cVoRQ_X#yywB^9Vk>dtC^ZZ=8qdLB8jtrTf5 z*3@zz7j+`6JX_s2FC<_m0QoK#o~6+>`JF)gR%8Vj0%u81EZQSD(6ki+1tUB>@@fdY zya3A;4B9(m(X;)op7r86y!Msz2Xe5MX8s>S{1~y}(Y`P9ZMr|eyABw+L)4-41?vpX zf~^yapv$Qbi*EGraSktht9Sktnz;`Hiwhi&=B*%izJ7CC;dF3!#tzoc10gjO3TmN?2pNz)pj z5gpB8^~T09dn5v(k)MG`9DL_}&nnXbhd2KUkW-(z5e$eYfYahs`c43FYFxcmXs>t8~?{cbA_9c8_kk6!y`D zBlee6CnRI95z#4ySEsQ~MYnly#mRIi;&+U9NSvWsYTs@F>A`3EyX_v>$D85zqt2Il znQ5>TLhjQ`9P#Khv9k4llag4oy@jaTUJpL8aYt)t;x>J(pYg$If3D9*9V0P{x~r}?rdXaYe9vP*1sFfmP`{y5k)|d8u>BU6 zhnrB6zg&NUkx*1fSGFCn(DuF*ASJNR8WZcStA9(0AJ*l2JjYB-L>SOu3y}*&!DA&O z^Tyc&O5g6iz`unMS{hVMiz4^yx@Einj`E3iqqMp{_#s~A&!Pb7=-HZK#ModcM)qTZ zdp1G6l?(1!8zKDe-Ij&P8yg;1G@=1@xx&1QhjTs2-|36G|B{0{kQ~4tG77P()5#`E zTuR~uTx~y_!kMqfVs6pToY;VBu<0VKi&V`@HLf5G*#bXeRvOXG@=Jyc94lhI%6E9Q zIUSKH!eZu8a_#O|KoZtWb>2A`p^@|9SAdVzy9=Js@qUERaSI_+1=%5V^%qTB=S5871=M;bR9A-_41MG4Ydgek$?uR@z=PMQv@VlcdUue z!7!czzung!A4SaRCziWlz*-*hj+~?Q^`wYQ=1Ns~S3l}X{b77?aYc-QRK9)KkI;el zPK{WIsr&E>J)A1cBjLmqY)T!>U zBs}%Kpafg@_F}Z$d|1{QzLrwD@b{~hO?srnuT%1?*mWl&si-usB;8S~pp_PKfZvV` z#jr{-w_qD6b^!1*J$n~}s;&vY1aNxJBzn9$xZ}R%r=O?{+;%+Kk(74Dj%@Ixw$;k(&Tz?&IuO%LY5ed={8SIw&F2-BppW;@CVY$jfqAGaMj7-1-0T%zWB|y#b`tCMCb4Q?_1n4( z_i`TD@|dE4D{H6_z|`}cg9dg$!T0CP%qF%=6tDS-qh@xQmg;G)Lv(gdIJ%coV}N}M z&s*R@?(Hr?h^}+Q#>OD8#+O0XkR;zYpvLeIoft;OeXeE$S<5xa%O+@PskA_RNP9|f z%{NpF8y9szb*Ti;RhnVs90ju-tW*ZTHeKbajRtF$b8N26t5nCR2#S9-rx}Ao;ZjHi z@R)pET}Q_HMkC6>n8^NhyI1>1vl=ncg|wD>@>VH?%q~CUZubW?D|VstAsyN}Z|tw0 z?7h~7EDcT`w@S8B6^54pE`MDl35i{FN?NHJ>9CYN*!)=T-_MRXLjt>hi~ap@|97W4 zBc0gs>pE!TQFuO9c8Ab?M}32svU1OA7}Cl&Q@9{NOtGg#)7*p#s>g>4U06s_Fgv>G z!LxCG-(zds)#G zp6NvBEy%|>Hs?Gfz9Uod;}!yk;LJ7Cgb#|+du4k#`)k0guEMUnpAY-<8t zsidQj{nM^1C zWsi**8Nar6pv%!v|NQl@PkC_Z+>biPkrC~fUK0$VPBQn4q$F~MPniJ+`-7NUmYu5P z{&7QHeRVaIitd@27&sR^ASKE-SQwzevw3#87=>>`)PqQG$()>UijZ>1^13iMv?&ZE zqMn{2t2Q)^W@-g8booBScXLQm^7w2ag#I8{+ z26vFBZv_xY0oo*kl+1msOJyx~q2fyqV8qje0ITY0fhXZHC~WPdUUQ`fkZa@}~}kfq?<*h{iHlZ}`mK`TZ7lm~q4k&UES5)58E+ zc4C&wPJUr@<~oAKS?owloS?IgC)TrXYZ8BPkng>WMQEKW3-m;pjm>wC57Gfz+An%VX=~g?o4Nwh9SQJIPY78On zpq1qpeoS3YN~Xv^Xi3Pp-BrYhdiAlyzp-`@%!RM8Jesyj!Qd#`mOUYy|tkgi6ICeD)%i2p@#E@-jCk z$4N{7qN)#MLL0A@RC8m;TJ2tJ;Eu!GP-ROuj}I|X)|lcm zZ4Dk89`>Q90g~D8;pPT}nj%|e%VY7J{vq#uzUx-*OHA@?)aa0_aaR3*jY=hwk|<^xIDQh`Hh67o82lAw+JrqijG@eDOdc#<`hK26p5QMta7fA zCyIzdqhK)*TUKKjtvAMSY%F-I`;~oT{YZ|yOjBw2O|f*|j*!#)!&7FQxG6nwbB)fi zIixwy?0<9MJ6&CJ8O{prGBIGdle+$qyOR_hetWfbS~wK41?Z!|{}x9_vVU!J9D_mf z&i-c6J}Uy#!-rL^rBs2-3Y~Ly-8$AQE$i5vB()Yn-w_K&RnOJ~WxhY-m#ndCE2SUf^n@S6=#1B~;huo^Bn+w*>36!FxqDW@BTQ{5N(? zcG!_|{Y9F;GAB~y`he}T7<*V4J0Bwyb>&FuXGBXNkk?pPW1$)$8e$LZ73~ew#YFJYx}KrOH;W57F)AQFB&X# z!&tgOpUqK#?{+Q<);E|b*1m2(h99;B{p&%AAK%7Oa(fFM{KY{V!C?{;DbC`f=}YDK z9bO2LQ-x+=tXw9Rx>GJN=4SC;U$bII85qnd1XbgA@C&>PsH;=Y2xP?x&|EljCWSYH zFC$c9%BM>1eYUktDm2SR|BDzn=uQX!tk>GYnC&>r$ZE3J;=-+wm}@A>NxbJ+C^>RA z5G57uxr&r9g#mocVuov!&$Mt?KrWchp4jr|V#UJTycnQ>p~C#?bOW1{RG7cI?Y1_L zI5yn}KZu>GXiZS3D#rtOcyS{X^lN|^=rnxW?C|qHLC=L_X}PmYGQL9@4=k;^pQ9uu z|3YG>{Nc#GmzU2?BPGr=_0c9EuCE$pT|x0ja}YI+s$4>I+jl;lquO>mKQN*NK6hQ* zrbT9`;QhO%caLvXpvIeWwAJ(5kY7a?fXUtQrzMXyv50{f` zX!s-CTmwsXW!L0FIOZVa11NBNmzDjF9fl{ImysBjEyc+}0Bi+VQMIt(x8Yr6Lij== z10r_!HkKC_!!qKP>a~HJQW^nX@?kmlJoE&7YE8rWu>eY zo!|Mo^m|+L&_JJWwk(2`BqYBbRE;iet&j?hs0ehK7idVpA*O8ktcS;a&A@E6u$^SW z_dxZFZaL(AO7V5e?23Bx#i-IetarX6J40W+bxL{;#%W^{ND*KyKkR$dH^g$>QUgOJ z2*OK1%1HN2YkTBPMBM)F)&0s*FnOD2<2CF_14GHw;jh+>Hd`q<*f;7QQ_}-!e`!h# z$q`~u7ED_DI>{B8ed1kfoK{)IomwJozh4E*y9 zP7sFG3jJRrfvB5kxsJp@qQZP#44N`R8g9~UGOjSCEAng(Rcmzd2sU)1J$pns6)fjg{E#*{G=R&xWEg{ z85pZKvVgDfVZM?=i%1dy3VU#8nyk+R%<*!~H1f6^XlthGz_WJt?D6phq1P)J0-s*K zx@d-G|0Pa4Fdf+Dm3sNuH~t4$-=xNUcfcg&|ISsKAIL>)U@*y5LMx`&`!YXw{!UGe z73t`y5BP_5jC<%4p@)nL1y6U}QLSmS?zDa5cg(SVoPg5mOI}nC#@rn2v{L6^q5f#t zRRjc)*9fk+@1!dJO{diGQ;(Fg`g)|_qc1Jlk;V$Q_T*t@H$$*!_zBxp(_|FImucyy zgaZS2va2uykuzI(7H@_)sHVlm#o8VjJD%>hE(vXH$jy>jLn}e?K0fM)S}Fm?o76H~m720C4yc4GVc4w3vnAnk|FED@9>V)2XZsrd4&ct` zaG#F^vOagS1YHZSE-XBxV(`}sKUz)zb0-@xvJGHUaGNP)AOQU5F(0!g5HGm}BM0w+ z_G&7N)H2r4Q!$h-D<;jM)l|#MKTP%Net}KE+O-kmZZ*Wh3dgnH;c9f>8wGyyPF{X8 zp|T2Z-n5|>7tBd9i$e498>Hspb+#-5$yDoqUp@AD!CUPw))_=Xjl5T4h)`sFdx;q-2kZ6-t`z1CyYdox`uA@mF&%iu$?6X% zHgaXo>gUw60*us7eY5N8c-*&9YpTs$=rIjXV|!v0rN%6VnVasWbk#^&skr|_`1 z-n(+lGp45JC_ki5kSJR_f;|-T3*Q&TYU{!_@1OR+R0w4gi3ZolNheB}VVTI#UStA} zzM^k6kaIdU;9>Xi7^#Xv44=dkHDpYS)2ujAw<`dQ^oE`GZDSgoosXemUj6&K+b8=I z30U);DV3D?iHvT6Mt+yX7M_H(fwb=vxhl_11^K1Fy*QxHY7Q6Sco$KXRs2+I@XKdL zc{}-^j~RhS=@|LzS3ekPtn*q5sHPSkE?|b)Duv?A65`2&DWUncYMx0J;LwD2uMl?t zLILaY^1m^I#1=d|?FIIjeP8>Px)2={u>4ly1Q?>&MZ&rZv{ye#1CruT@KH%)4eyH z2l_r!EkL#@^k|;Kt)(U3h$1%N!v1Nh^-zo?T1zvmTj6{3- zz7W&Z<`Rn12R&KoM=02e&Cp8c#%8A`hK_10glZXLZuX*o;Y%7Mf8~5-vX+K z7h1l-jtnGm9+4*}!?}`7&i1Tn1EtntT;W0mj*Jvm_2WZ}cJ9d=tjGXcnm%|zUjuRzCD~Tj%|asY#r(G}Lgs$<4kl7}ku=H$Tz)Yf9pBZq7Va|xX)*lALRUiX|F>wx-7 z7%V^3>R_P!K*NERD6Bx8rwjnZSA-zv83vyqw7NQ-aco}aLL(tf69a|buTH6ymry5ASrx4P70bCD8X;m_Nb(XZEOg;Z z!dlKs?GEC%^Be1WxBTz*C0e;W(=qssu(;O?09w2nG_~wAl|j}A=f7$>ry(%Xv{Wy5 zau4sKB4x$c`H*w2);#Y=&qBH~vhgHbRCe@iiADXwRq=IV9_$xvxhHYKebLkky8$n@h=wO>`$mgmtC#$}OGs&(aXw;YT# zAL@GT*x2SUC^J(#Ph$f>a|G@B1E!ml6pmd;Z%hDFd&LZDi9k_|z#&^ z(|kMV8a=u6eD`Upk^P%|zfrwwNy7SRO!l~3?-?Tl~?X%)@{i}iT@MBSDC)^#empBx~VKr)l z9Zlhc^YXN@pPs5|3svp%C-zK8Nr|0U=!Yeh)|vww8teSb9=*u1YHPJS8A@1@8m;Fs z21U|6F7ZapME2VZy+RZ+N-@UvT-UNyQ}Ia}u_d&Xpo>dC_Ly)mlylN#($jwWQ=w|n zQ1{wO6c!>~^b@fjxVZGxk%kQ(6+rJZ$3FXjx$*XHsRG(tkX22<{bGI*3QEZK8?coo zv@5HZRJFM|wetEaN+p}%(uE&-k~F&Cn3SyveD5jNOzM-WD|=b zR6j!H;@o$~q@>A8uQi^~Nk}On<);LR)K}UjfTLkKE%U_99Ri4pi_Faz)bWY^Ne#s> zZGM@-5h(bl<95;m3yv)a@}$|-DEmc}p&psQs5G{wxymSWRFRF?+lzlC_GU{@mSyC| zxhdv&Ib?4>I(^nS-r)-(9bK^7ok42UpsHsHoP`Bj&P{=y<+LLz?{~O=-Pc>j#q+1| zcw!U^?7OI_o=1~9xafgu$Ly3CA(PYyaFHr$*SON&u2BF11+es44-CB2pI(dolnWUz zu&!^EM-4q(Z>S3rA|Qx8^7Q0?Mkp#gmZVgJWH{+c5u(2nnSAi#4+M=^IRd}}32-m^2H@gS%C@$4uvPR#3knw;ZgO9I>fDWCglFYSHv5ik=qQ|}rK_c!9kI`b z5XpF!jrYS?SLsN($Jwkn7y7;m4AxXPg&s-g6|8do_^EWNt-yY)UfRJ)OwjtTRB`r~ z;~FF`Vfk)0USQV#NW#OsIYbQtxM4@sSUlOd^OiV0E0L%*u~r}BV;NXMrLxIj^U@)< z^k6&cO?lleI7EywIZhpJu6zs|TP|D{vpE|pQS#o6Uh+0T*4XUBcbAw47eFcXyz9*t zd5`K+#;&0XJt$oL%gwzHVVy^d(Z<)`tVwk_HH(x2n{dYG1$)z*w{mE zW;kE)eBK187}=8(a^kXVbEJ+1`~1LgtE;%dHiIQc~)O>N^T4NhmWv z{NwthhH0hbtVChSAFh8^LGFfIV;i54F{mFq24Y(FX6A&2G$$e!wYKv-fE^E6ADsq9N&piV~Z+HA&k#^Xe*YOXZwDO z=GG|Tu3+QU$fH-U&Sc?aBp*KN5a8^Zz}VWKZ0tOGVLZ`ea)11(%@OKZg} z%zQLrbEumDKnCGoQ>pjLSq>{Fc*k!H+a!Pfd^Hii{`X}a4+RBfvo8#LQ*Zq-$?dp$ z;N8Sac;`I|;AZBdrQhMDlMl7B-|R!W0Q}|*1a4;3IBhv6XW-YFO21FdnAxIDgE3;& zk@sAj-%IBL>bpJ`Ma>QUHYrx@QDh;zesU=qX^xRWBiqz<1(}&OEt2FgpEoZ=coY?7 zvoCTeKqKQymfQ}!&xJ7W+y8JwRo}w8jn5m3gD(e!Xpy#;2v7NWKpT+!w_qv)>OXjR zQ$|jT8eM8IAqFM~2~GHzSK=Y$3r61Wy(O+BBK)xu9N zetyHl%||cJl-LBWuZ+GPNp)`%Q2D@}l`YIa*sisZ3{M@|AjHO=78GB#yuS9kUw0*Y zl#Xm`ygWX112$>7;XwcLNiNZgkB?EtY*l$j4*!ll1?CjC?S3TB zrS5)p{l!3juL|)0QKqNH3JcoLKj*?TZfKrGxl%w75*-=AK%o01)`dA$tj?rTv1bQ& zbR^dH%ntuqdO#`u;g%~XZ5{nY+?5+NaI!r4T36=>BIYyuaG$4gj~R!aL;4_4>AM>- zN>(hC9UF0Y#@(UC9_Cr!*eg(i>`L+TV09@Vf{3h92`uB5E}5$O2&S9oV1F|)q1T$V zeB$76!eNoWZqeK)n;Rh)UXSjD zXGENSjLE$jf*$IjpL}(9e>goJAGV9-d^R%3Mjz1An^Mv{N?43443MnSJ>uC~gRzD= zvo~WWu)o-pyg06%z$Nj$9HRT3{;k960PtNErH+@KlKicP8lzMsnI^{w`anGE7t1>+ zgEBSu{jHNN+HMAr&tcaIm&}fi{HdM`Tb3 zi4A=!|I6#9eyCX%6#V>Y3zCS_d|+MFnWchETsH5R#O(iy$?BMXVfux`<&&VZ%kmHSjxsbUbu%gf7Wd;6(r&euQauOeSV`#e2?ZFWYi`7aOAPT9MMKjE$?gbEtbLc02eqe$h*9!2I> zOh`GhDAt<6-4TOF%elyId6uVMq~^_6dj-Ghat)l*o0{C)A%)J4PfG<{aB1IpWrUht z#x^vK!FbEdInE@+2|h&@<1#k&n0V~ruQZgOXsBi{)UpMWnX;1eA5eo`(vC{ZOyp6( z=O-t>&7fOvFu_Z0sXZqosDTtfCLnZkVyY^%;*TQO2*xwSF#7vA|NEa)XP8jl3aM{M zmCsGtCX>;_u=L-5!HrpOSBS!jeOwS!H2^0j`Cjr+_Vqgb+6+sjmKsb;OO7vel{zf@ zQ$zHO+EIcbz8Brv$Q6)9zUlPY+%G+ z)ZuCF*peocXKT3pl|zJfCJbqGXC!$8_fG>;+LZpNx#*k#>DSjNVg?rt)=e>-3!?C$ zwv5uFpsD+*TBA<19;q*kdb*R}^%~8>qyls^Ej@I1@zq}vfIK3!i2PdI$e2{k)D3@5 zD*fqGw56@>TF!}{q2XH2`R^^YCaCdYXl@ z4IU%Z;&dl(o2?|=)Np1Ttj+3y^Hwa16Rxny_{3U^aK*s`a269zz}#<$vShPyL~n>| zoZ{tOF0b)6BE-p;!tCedvp`Tak-wM=lh&kTGG*DU!qM(reI!VmFA}D_fJR{AqX7Za$uF9x?Z^+c%;~scZY$w+@vVUT$8)0WpSX%WW5b+BH5BbmjanLs#o)2Ra z5a(PGV~Z9-X;H}CFy&xVQ5SH=kcmC)z41)!kDbpo_p`v~jE?FAsBxQGK08_pop(Jb zA47d#C;m1Ad~3Wu3*ejSf@g7d;GY(2Z-c)Hiii#D^`07yLFwR^qyskF?~Gw}bxKA* zO)`rb$%%6dp*>t~gs6_l(C-D9{dTspv7uX>vF51I-)p}k-?t*oN@DU1S5|%(G9zFO`flSfh1hlPd{ze69VHykk`GTi3w|HuA)=5&0n}3R)OU>K6 z|KR(zzD(rn$zhyO5eiBQilCq!2kT|~wa10KJW9X2H^~6~Skycdl40|qM5FD-tKrAG zLLwrr{_!ESpl*6NTEA8pAY!%p{!y##U!UDC&U?|rg&*^Tu{bz5Hd8IKFvYsO_=SZ( zzHWbdl>oiDy!-SzB#h~MAL2_d^m-BPn=km)+8UcePS1!+8}qpFo2h-}_pP>c@*M2& zlX9C6@JmNGn~Q5+*#5*+REhC{a!CH~Yo@1RYYy+I0@TUezwQQ@%{m_p#!fGdI?U(r z^_gMimr_ed{i#jomPbU^VPg*Io#ZoU^0QW99R;w#0;NbTx~~8N5LOKStH~R)y*?yU zs0XLPlw~b+4NXj#TT5s?pAUB+YKZ!9iXJNo`;CC-T+`pdLyx~N?6EBnq4B)}eu@7s zqnnPExWB(|)Vuqfq}co#!*n75=?_a6^ph|%U?$ji_Of;s799N6{&HLP0^rz(y*%Ba zPy}gfYhwUcLzW5D0KP`s4!jq7fSurGqt8*J5Z~*=1YntbLH5^PaoIM69PAlF(-O{+cT0q#Y>7{|2QcuTuQ|(MQGWBHRf4tnlg3(0wQIkb98w_@2wvSz~^$LRF0rsj$^`!+QH}D{Y$t z2jmx_-}-%BN^Ag)*Deqvfr<$*eM)?JvHV02|5u>hC_WVhtC_j|ua7-4DrJme73X|` z1B>$V^5o>`*oNT1e-#a@pU3AAT_TX(>a|zl5 z#S(l!Rya`5O?5Ixe5iu(;Ula5kcfB+9zIu8_|v}Fx$Xunay4T0PPUG<&#Jcgx6sjA zcu!w{?p~JfL^R7)sN1q_w>D3wR`h|TC*RDhqec#Gg`Fdbk}2)`t1N9WuQsFdH)|A~c^GCyslZbYsu8JkMrRY|w1S??Sk zK3DHCdp_Sdt(1n&_{Papsmu=ger%s4|8;4NrE037Czz20rM+QlFOaEk8f&zJgk*Am z=W6$*20(r``gUIMSG9bMh#uK0Jagd83&H;nyW%X#?42&V{Hx^$eZLp!t8m?NhYty+ zuhVFWuLgC1`p2A@ndgcsDtr?wq`T;W$a*i$A%8vdepOfpYm}a-IwDB!t}vj+lmv z%P$mb9w;_Z62I&Z4!YYqoQ8PP1mk08T}O9$n?C}jnU}B9#XvFczoGCC-3P8R=OBh3 zvFsO(^(L5xMj?g6d*XeTv|B5kj98+jcvyr0QazI|_=uTBj6Mb_(KwN~>5KUX8gfTo z(3I)^NWk>GRrW~dEF7V0} zN{%hk205du=%qU=s&ei+H3yA0e#;YgjR-woV&~Op`Du{=8pj z-;c?7R#?RiqWIe%pZu;35+e_vuiSX>5;~%utEm3@xMXVD)Cl;flvv)rJWc%-%D$)v zp3dbDY~Z4MQ+1So;|J+_?{p0taXq4pJD`FlxLjZZ)l@LAd~?KpHS0G1qLNMxMkDqc zN(e$oMGE^0EEy~ssAB%bB~}cef(JaiU!xBfI;!7nIG+-SW{@(<+E_EWbQG!T%FExv zr>8Cg(8BEC-hJsrOSE@>&nlfIze*_x@kQXvH5B8P9b44-BNZajzB@KHuy#E1dcU+_ z_`b}?;T&-W76gO`bv^y6_J0C%$~u_sG)L6U>*?XwDuWztY)}V~-(qw+5&DLR;j8fz zad7tokm9BD4U?_A3U#n2D+s%4aYe^yfPZe~tJk;x`&9{HXU}csz!+`v$-mCYcmsZO zWry?^*J6j?R_I~Gm}Ti3eVoJL zp9e-QY00CB-(1L2|Cpeod(?g>wqE|}np(q1+|_eA)tH0*sRUm36BzEzb*+l;LP@r@ zR{ZvE2Ft7x6?UFnu?)7HBVTG?TZGg`)zWe+2ix6tzP$+S+eMK7#D1%_wcA8F2D^7j zorp*Sz`FF5$814CaZAdfSjkhi!(}r%&|a8oA{v`ebqu-0kjmSEF0ta<1_1jR6XSZH z^2}>`C^S^W<{RQgo)_b9 zn~cGz>iBUh^xE{bkwnZ~lQA-PlY_u3Sph2XIc&7-tY9@#ho%}k5wbEeMnaL%Y4Ps6 z8Za~k0OY$(&~z_;{(^>Y-XuNjv3@ak9yuEGhtLWb82$}e2~qW*X}t+$pH{=tnNN3? zw3IB(YAv;lvYopnCZuQHDxQ|okxU%R1DP&E7jB1qbEwt^Z=^E z^$IaK==#4CxC^k(cD!&Ytor+nUMHiirq^eIP=bdu9YqtfZS*p!1VC&_4P6LyLMGU|Si6uv zg-}G=VgKmS1EB#F-%bqm;1=f^3k>Vi3EnXQGeS!q^|&pio7Rz?d>A6K^Ucp;< z3wNDI5>*Ipt^4N?ZT#3C`Q(WDY2d+^P*UnK%Ty9qOBoWmQh0-spckWxUs3s)3b4>L z)MRo{Hgf}_gVpLeRNKXQJZ7R-I|*Nf9D@<#cmP>+j{LVarU^{HC9vGELSs>9a35C)pDwxYz`BMhI@1T7B9S{f}afB6w@i9^Ws z1609%J)y|yJ1e9%kXWat`P{rxzHzK6Bw2JPL(7)sdN#cBLyWv#j_0ew;V~9U9{)>jvU!Y(Y&6q)Rimr&Dw~|?F?I_TxE|}-kVoE>&H%`^?V^B6WG)u!o zDlKW}3r3he+MTdN-@@Ng;!qg^-ajb*dv$WTrASmKI2z8{dhs+nGxi0;AIv8-50?^C zW>!8(T1wH6o{G}WE$So)F0UoQv!=gYj2;M=%}f=}0R~$JRr;8lvC?vgu!&R}-Q--@ zIWgrq<&QR5e8E=(0~h+t%)h_9zcHJEbVwfJd8e=3M%Hpf58Gf(Tj^7!CJ@dsX$86M zyniN(6pQB-_>k>C(#l5o=3lBo#KLuSEJi)N2@nDKJ7F{vE12Vm7EANIgU*blW3ZMa zl!E|K|F_A+o0%!M<)GSA+nCNsR4*yo4*6sZ+57X}(7AefU3#+gv|md{iG}QW5;cik zl?`JG{E{@iK_b-W!^o8c?{e2$TJ2X=hl0vXR2^#@Y#79HI;G`N>MUz($q@ilX>(HY zl=RgVxryu9<`rEQ>n)x7(Dg1YSUwFw(X|;YSPQ4<7Gj4 zQz{>N!X&J)9T*>?+I}t3#HUXh!?{%}UCZix*)c@{c(DZs(+ zUb!^FNf+WjY&BIb_6gEvm`dJMG|=Sowb^oB8Pvx~_}g*M0V6J-gpDIogCnkCT7;x5 zNUU9&^37-0eT+Ka`1q#1YjA%Ue>Kqd0fYJR<})E;-@o1&;zV=$XlFD9KY@kIqll^AHyc6I zZ~tMB=!b3U{%4^b|@(>Cm{AL!o}FxXI^hFtMd}-Pqxx1)e|r;e9@K6r#}GC zc=_Z69~y;*;au8I96gf24+nSufiy%TfC~n2FQ6K~87RgBewPq5rdMuio@XCZqe2H- zoY{!yVI~ZqSlsdvem-B3p)fI%%5&MdBDcz4q=;vJ2@;!})23loI$B){HY5k+I>`0( z;tDkxz3sQsf#o?hk|_kH2y`+(~DsfmijoC+0(KdjS8>33> zia&!GWjnS0yh~HPRF1nnuu7HSPlUCf0k2TuI-a8S7_0x|W~KF%Hjh^9k4B=Vww5c$ z9MB>lmYv)AB0}cpa0jsq%&ly{YdYE}LO}if5%DX8IdLA1E5oo`E3|}on zEh0tVHORoAxjxk`dQZ{+`P}B}iOqt6{C6a9lmbvLUmv&aAeP7Dp9qJmP>_I)zLgLP z1?Li=ueCBAaCh-?SN#g2cnZR@ni%UoV@noSw4?Qp(Czshpz==2YM)cy#^!hMe#x|7 zq3oOH26L~9dQJ>1j*VO^yWtLJlzE>&Z>YV2KhM5LNf>AC7W!xPs>;jQNT5tJRjIDZ zDtSujC4VL@yR7#y3_rk*;o4ZSbv%`aKv?N}5e6JUs4aSvnG3{=zuK$FrG zFPmY(6%DSqUxVmUiIKyI5k$+6*;+G!9uJ_?ArCnrtaEyL_vOt5B`%gHrmT>+bN`US zt%X@~xg7Db$8AHxO3^?U{@MjMeY}e+!#X}8|GBXR*(P$Hi4z?_uKdDjwwfI%S>hDG z8LD&Sy%zKzjaN_g2jwM(E{TWOMM}WZnk~WOAd{n!ko0dIYSvXQ7lS)V9uk?EMX}wU zxOS<=hF*P$jr4;)rWS6{5q~Euz(^T+y!6;PwLxe-D<(>`Ex$IQ52{nb5wxWfTPR1f z7l=CQ|9s!py6pCp<2jmw!Uf=lH-CaDIVn;SZRHk3?N(ArBOxK@?7lF zelQjkng!{g8MqY@DO`{($nV@*tlg16BoX@17mPx_k@~Lx^^YjQ2NQVik;BBm*=z1Z zEVaZ@GU2F)n&vQGQBM1h20b@m#Zc}wdRn17;E^0kOJk(_tu$I)z(uXO=TIVqBUb3` zfJLESiDoYpU2p6~d{&;AzYKh-`Z4uH3p4mmQ#Jul`XJXJuQv=~{8kGLcxDV7jp;~} z1n+<$IXeVI=c7M6?K1m$g&ZG|FjX9akwnn+CS{ooXRsNo0N zF+G2nI#tqWC(BMR9lox+8-KTmXre|c(q!jU;aB^Tw}4vgg>o?%sl4zue#ye(9V1Pl z#4bOdNYepdc=&=qT?3`e&!QqPk5oC?YBfL+16B3|f*4?-ba8SVBn2%d8_Nm=L&Act zKpP4O>soNa*Uq8yb1}n`Hpz+m+jjUwyc!(t&pgl6R$E{mP=Itt9URl*Ya&)fvQsWaa?qfVQBfCb=>dru*m#30Fa`EVY@E*pFlCJpgle z@TsmDi6c2v-x87z=sn0feWrzqzaL!uAg8<94EMJk&??wHn%}5x_(m4gs^ZB|ENW8) ziBg+dwNd=3r3S3F7wh!;5-Q^rkT1sh?_W21FZp(+N7VUTPdf6<&qg!(#h!1B0-xW) zTHf^|$mHk<6AB_)31&)x)cyE2XBh2}$c2r!y`~Qy@sw0hvyEbna=m!eM*_8$5DJnYyGAWNY`VNQxZY90m;P!x-=Wg!qT^|e$E)ff%y5XFh* zl?VtLx2?z#z#Nvoln{d$2;Fz_v8gVv%)YH4lf+Q^Brf9Qq|QREezoln7x%S5mGvp@ z;ZqtWFSnXclj4$fYIG$rB$4npNON=;_&moSxC~HGCV!|rz4$yU2i49#Co3sVoBNZg z3$YV2liaHewMUAal2cJx4oqV`^J615sU5FJJB#>M09Fr2cU$^pVbK3=O^SKt5(8DO z{R^SwTsauHGOc|dh^1a;awt;rRT)0yBcjQ~8Q1mBfm5vb_KZ)M!N6Z{?B{PeeZZb+zW&dd5&gd5mkLdH-`MF(~xFXDKqoCjkL7!#ayWUMHX@DZRs+{%z znSh&qpt+P{IVQ|K)@WEINsSm{&xbBWf~l{dD8%6Eh^nUs)ldCiq$x?2l0l}g+8vu@ z|GABVbfr%z9nom=CJkw+iG;w^N}r>MWpMp4>(t#4;{}o))Yk69RD8M8)s?%=V5ub~ zl5Xa+k8bv{y{+Phbfk+U7iJz#jXKy34N9p5{S2kU4~gTyu}W&4pS&zbgWZHfvL0mB ziNN#Ap2W5UC+_@uu_-ub^+rWE1-eoRs^(1X4Ga|th2t{~9mjD4zWQjQl!lx_uw=BP zJsdh^cB!vwRgxof=rnTP-$P0tyOh!AmT2b*3o>=VoK{3U5B4Xbh|_;mr9~}HT-g4rP>C5}|Udj1se})|l5F9_m3EFa_AaeyqE@-os zzGyu3TU|{X=9{{`y$B4T95yd}_?oNoFEW{HjCpGZ!28%~7RK#xx#xa{c?0+dhP^l^ zMeFqywc-F@oCgA~asqBemtsv>e((1phWe}lsAaGlw24@(K!?^KQj&!u|d$d&H|NuJaGGbBr+kdA|+J-U%=&6v_~D7k`lnYANd| zcVam>Y;pQOn3^E?ez~T!vp3GynhJ$VXA03o>WE`k{aPUZemcQ25DMJS-k(Hf=xr@U zy0So6V?PvM3JIZpD6d(4#r*4MefDU^%sBL#DRE0BO5YLk&F^BSXFKtKXwiM!hPnB= zwDvn;MOkrdH7E{_Wjf{!c04)vlu!!on>@|Bk>2%RtIwlip3}(ts3jW(nc9{K`An!Q zaquSj$d||tfihS1o(a@50!W6hH_5Su1J*Ht#*bsPdAll#C3_b&B2*KfV@KJ#Y9Qe zIA=0cIV{52jYNP#LD$dF0ZWqc@pe>ah6HP?%GvXlOq@lylgHD`5= z#l8Y9^;jlC*fIfFe7J`v$V*Myg-UnB+m^RSD>TSbd*e6lQU{<#9fE1KUSU!wWsGBR zFmG{w{^IeoN?*}+e!=yKgai_PoCiuxK7={GZ9E7c@K*AR$EY1F#N%x=@Z!`P=sa{% zad3$#<;jXmihemcg?qeq!|(caXjVULr|Trn*#oD2OAtZN1`onNjjBmOWXtF0ByE0r zqueVLbQe3&NVXQ2j2hET&@$&{k_4JQc)hJ}P}GruGh&o2Y8!upX4WdD3-qiS%FvPu z4%U=T>SmD{h@fb*O8ulF%$vsG*hIjZM+AbUBP(&qIreeGmAd<%RObYRd~|`4+T(-nN#t|y57>bLDe)J1UjZ;U=7yarL zj_4YqdfctgpxQHYODp-?P!mZLWa$2S_luWZOJHqhKRK!Q@>`S99HX8}ifaG+H!?Dc zhb>LaPpjVj5_dshY<M$$90SXq+LPsU&HZF+ZR!>NCqW6`4YGZ1k=0SthI^OM=zn9G=zQ z=XybY>dv2?Fyd#gZ|2zh^ z8eHS!hpVK-Up5Pu(GYhbj^(e294sCo0v9cRsUU8G$eD#07h%^zVMNUuh96d=p5j!9 zH0jFdtO0qniGyBPHi^3@5YF^GPXUumJ&jxcaz5!<8>nJPyrRTpF=MH0lP(`GQZg~F zRSOHGzcYdlf#rZlqaMNQ4iu|slBYNEIGbZ zvHxyuYkzFg38+S2FTI6+SHvA!W^DiN^zUU$R+gHvb|I5|Y+IeFm zm_Kc8@C@{w!3II-R)xVzZw}{WYs9sOd(avdW^Wx8h1~o%vwE27wC-0f@)UPVYip?o zPlzl@@p&lpl`&6VBUL3au%!<5#iG70z%qwC{Yi(;N@IW(Oh~J`3Npy#llFqIV+l(O zpCtwn!2}vYTpPj`=N|A9gRzbUwS(06+a~pT=s5j8k!@`E@?K*$ca!?(~z0L8$G?ugs3jC#ippQ8d(L%cT%gSCiM)kr=?Fn zdWZwq)=;!$K1oV!R26z!s0k0rO`$f|Qv1F55H3Pt0&6X~a0oZhE8ff!Z~NGhnW4Ap zvUcQqtd@q0f^6xNnoW7K1Ymy(s|<+W7d8{`YJT(0DNH_B&-x1R5D6&G_W`253|*4` zg1v0%gZUki1gX({)mF1Sp!h%~Xz$u>Q1w-cR-3Wl`$vtRq-X3MNK*ag z7rLIO>kTfCo}sn2+tuQSd(5LE|;EgZEdeuq=C3N)Ud znP+2Sz9oNlS~uQ7)|^QXM6;FdWrEX{TIY&RVgw@Oi)c?7c9i9QgQM)$49CLCxv%0guv@jDUq0c z&N4-t?o2USkx-uK$!o-&e)JGAB%^`h)$Di)WAU0_69f@*0vJ3pxUmE?0MUB;1t$j^ z;c$O(h1_z@bNx8a#82FlKYkt20-&oeI-w)A2`s6>A^HZR?V5@iQ-0zk{G{5+lSx-e!*42be~lhKOlo-)FBfd6^XBx zs>FEI_~JmG_TdL%prSrFY;iYoI;gtRz+7ZqFEx?))f6Y>@@y}wQ^3cKFFhsni|11{ zLkpynYR$o8-SU~h1kE4)yfJNmRZv1Ex3Tn1`2~eA;&NU_ zgorS88nBtzQ!5%7f;&49I-Pq_hx7*i24}g~r|#q>FD-)}WGD3Y{NWi0N5Ljd&C}7T z2TnH3d-LI|U`yeKkG`AARTb01;hR#HmbodSF9>4+|hxNYifeNgH zqqVH8k*mt;;27Ws+R&$Yv9h9{rDn${5^i>RWW@2ufvz+IR?YE}j+}#oke{0d5=(^6 zW1TS>pqq7&s6^tfY^z(kYt+0p<)M_D_1>OxSRG4~@exmHTw{j8hel6p^P>iS(VcYO z5z1$ymhY{sy-8M=7P0=wuga`FBkev=M7&krQ)L`236O}hCEbwZia3G+km9wqT{@IU!t3`NnNv)fjn&-{;hqr%S z5-)#r>`p&DW*|}?HPpESn2MV_V9|edl*o{?j*t6lFUFRtkb~75Z z@hLdNy}J6f;&MbQ;8VD`p=ct{{_mpd4R*~C*BkmQuOBJuXtKV3Raz!pRDls#A=|&x zE%woHHB_8392u(pt5lO;usnVApl7q0yj?<+%^zKFuP7^kZ~Ps7BA3bK?MQ}}Hl)CJ z?f6XfDtQ7!fb1adu}u(%and@{BF-nD!N+n=>S}q5J@Kp7R>+ndso$PKp(9&bd|X9O z@=M=Hn^0A^HKFn(szbRxOO-F|S15n4!rPk0nvB^yKj3>kJ=am4N!Aa=UODEquGM!g zjVLlG3VXVf@}xSWI?cqqf9m;R#sc>Dm<9rGr&?y8g0cw2H;6n+CnLaZP0ISVniCi zfZ9h64W_?NK#c>2XYCV^DCW=C7F3VYPcGLoYefPYwkqskx~C(s4|=?3V|Z~|>ch>? zJO@YhUy^MTQUldZIKfcOYzf!Pb=V~y5D}LuPZ3n+O%5_dm5_Ducgmwp{h|Z99tftndGH_vf=K;xv^iQ z(nOiQfr2bKvbm`>OPAh7e0Gvs_4KKbryuze)1MM#Qaw_ChY5oubp}$08^kX8Vtd+U zH#g!IMa1JVHMjand!*CH@65Pj;Jbfb;%Cx2$(TIe-R93x1qELttOIZC{;~}tkeK`P z8Yel0NNCiz?E|tC?Q*4X5Ui7RnM?6^EZJ7H(^#9FDrMJ zG4|WNjv3WDsWT)@uqX1LpAPpBJ$xWQ_2Y*SC2H={!O!j`4YAPS>X!+prhSCD%_Kca z7V5vF7TB7LHA+_W?Q-l2bj6O&JZ#i8vSlSc%USN(KiDAwjh6-&*s|hs4Jn>$25BdW zIkfR1f3t_dLd1w@g;_0=5o68I;CQdiib!CDo@+SUi2W6&9BepA&`eS(o$x)$H-=A! zKvyeDHD%oO_alulTSKFmoAJ51LZWhV7RC?q4W1~-hk|k)8?MCTIwjQhEc`=lrdQfe z%S+KhRP?^1BJS$pjwYUkB9Txmj6(<2ooaA$ZrSEOw#Qu>GWS}3FC!?=uy>>lp0Fzu zs2IT~%fTkAgG@{6Qu$BZ-gr6Y>UMpef5@yZ@OE8wPv1Y11hetKS}oB+Krb=(UWR5( z1PC>bJPV}6XzsCC+|9S87Ve|3o}36-y%bgK&l0&fx^!m8tJSZkaMTy0=9wM0P<`K@ z(5G$0kxY$O7uh2vdJ|xiS4t`;5Zx~9{N*MW#?Yh3*YPs}&clgno+bTmp6ZPeI;eBztayU+M`s8U> z7;RgDR*ax+lEiVkIo_5PLz=Q?#RGy8GRco;v!@JJTnm47A57O!tBN5bOfQOq_g=l? zF&~SYeQoh5Bii{nu2+OzE z>mS3UsbA&2<69Q4qW#bsvq?#n+M|m#hC)Srtue+}2BLZLV;be*R99Iw27x~M`hcXy z+9D(iG47zvz}>n(rye^}#&)=GwfjU~V40XBe?x1tM_xN8FfIv*~4GkmTvh)G^!Nd zu7iUOTxZW*2S311{N%?La|muj?9H@dS_O;y#-__)Uf#+Czl_WXaoMEsb^_TDs?P`M zvbUm??}Q2vzm78Bb+{>{ocyq~Y!-+|u`(0UldZIQx3S4>?c*CQQK0s|oZG-mz@!p~ zpOzh%al#LY*@JFG`_$gLTJQ7!F+Uj^Lyr31wZnctq)&Gw1~nu6d(x9m_r_C@=ot;Q zCI*rPmKKlg@a~6ZmQWAokb4~#w$Hr0BPTYbA!$7yc?~PmNfh{>{A|aHRn)*H@*NZQ zctag5n7~}afEHTr#K_QT%=~uEE`tp_^@o!5dv)lc=$+6NL*gvUz&EqBwKn4m1MTjF zpoi%{)N5wPVeN`PU_Z=WLdu-!-mhK(k?w>rpw&RQOx^?rE^ESxXqZLz_yC<0+*Obb65bc z3ZYf6t~v*zydko#?te-gnof6uuVG5_^JkbT_ZZGBcZ&@vk$Mic1gLo%HV$b?2gl$C zaWRTm;o^ps2_y=Hg;418T#1VZr=rK+HVJW5sj^!uagmSP4nEeCH%J2Ar_=LHUgcnigF0||<`$>*wgxV(du>Fp~nekCc4GQ4UkDj54p zm&Pw}QIFKEtV5fe9}edW{~<$Lvdd7KpFjH8in*eUC_t3>kXG0CY-`l~ zV-C*uuM4YE*J0sR5Y6rN1IuFDydy@P!?Uv?#IL%8g=J`K7hfJKJ%03XpvWkdsgRW- zE6b}|7u`YF*_6qbGZjG%N($GR6yO3dzRMsk)9kNX!!l zdRp8VcH4LrTd8MKe1C=1N-+k=8&uFVMf!9txY@o#q1r7CpTa_u#!~C+B`XpYi2>da zHa0K@ddvmo@7d^2#N`&o`F{bn%f6!ewCt3F}4`1rq0J&Q(-G| z05tdPUl>Wwobba=_prmw#?zx{s5IJ!fFB^o-IKu$f$t9p4%V%47I8%=~>V% z->(Ea!I9KdGuHWq5U4-oX^0KuBa`ZOahzt|{+T3zwZuYu)*q^1WB2t`iLNx<_(GpI zxUNJ2S-AewS8{cute}TDk^7DoRpGE8=F>w@p7Hv3&)nS`W&)#G%j-Y&%T6yYe&2JQ z6Vz9!C2_z6W(juzWo`KcJcVshJ)sweG8eXEzOqUqzYSyNs3NH+RhUC|PEVJe8j|LK z^t#dCQqp~dyyIN@ilEvuT3V-{{BF>k4Pfg-Nx8EISFSNI4%7KnmM3hq{=~Ea#s|={ z6^)}f$r7QqxD+Ll1e?syZ;ak^)8&;d89Lej^2tE%bl*u~`?!8eJE>ssq}Pnm!rq5H z`Fq&SV?F#2I3rCLeisfQMj2j;X#+#jFuAV8n@2#N-#=g841WPrwk)i#Hj^%pMGYgp z=QaR!N5qqQ0vkx3d@4eUOa=FKa?8Iy%{+_MtE&0TJ;JAS7ZxTd%=|V~xxWneGYA;& zM@^NlDpQ{GK?31`cUjHU6pwbuDK%(Jx&p}7_)h>_-U&)qO8ZGc8(6*rl#8#Nt&pd= z#wszivWx~W!wBKX)_>$R2@y5NB_CK@)iTG$V;qghP}{A2w9@~nv}iayv~mL=S%Q?| zIb@fv?3{F((EPK3klJKEf!o_|L_1%y=!>b8y6^cZjFb%;=GiPTLwk@vSq}2q6I7^+}xU`EaH_q%Jv*Y z@%@b<_}HgtNWyF!E9bqa`93*bUoUtCgLxw)YpO^B+dqYI*U5zSCFETBIBTArc1K@i z<_4a> zS$i8(v^O=KNsy3{5N2#PT-W*M*RRq$oyjU6E+BawbwBA&?YMb;1Sd!6)xC=-%4eiaT~%YG)U}{jCwbbP>CRbAQ@#X8@EuoFX^_j-vA$8x3xtfrr@J zhlr9qk#Eslg_eGP4=xUua+hyCWZFKdqOy9L z?++r05uVYD(X(_C!!Zqhm-n1($vZ$WSiU#*(ja=9Y`cv$OW_Klxv!v{q&_B}8o_)8qw^+-MTT>}mToo#yPvclA|35?-0euC(zKseIYs8&os_J!EZtUn z?Kf|FWZt(O_-n+(#YH*!@4Nu_#8F9b{PfQ6AdCv$iSg5?$2Kc)b! z&xEkzgwX|i$`d@yuN^>X6s_cdzll430-~y6@d_7#2!UTwK4J`Biup-~X|_3=p+OgV z&I0bg^hCx)+$WsI1jFLj_M=BkIeyx$zz;QS$$O`&u`5wS-0;nASxGjY#LY6coB)iF z9l7GAa2C<;H&+Gs)6>(hZ2WBjo_cLSKDeLNr9!?OiOJU9u8hIfvPmxNDH<}@RrU7p zEMOAkw`gg*uDOl~^9vSK$*wUQm@tQk$H{syCNT2#f7C?~+`xUc+KYSgKOp;7R#!*)iF01Lr~6)CUw5ypznqTVVVNC4oUIvdTlf=OR63^S^Us5MK33M%iLoM9#r5mRpm34P~e0E)t zoGouo;ue}G72WY(+U$pI2Ta-D$w75(H(DQl&0(UoNf+y za76?2r8izqcEJ)RI*I-?-^++Rs8~mLGyGG789?Tzug<^ydj^x;d|!zMzsS(=4|H}4 z3enA~{4xIg(FIZB7*{wgxS*s&flpBIVC0OQlk;HY4=yq?GUo8PPh0+cS6+ETgI;~c z?A%KPISWQS)Uycr*Nd~#55KYzyf0(lMdvoo^?bsLhRl4rD2s6H>_>j*8Y`eN@kxiC zGZ_NQ;S6xhK0ed54XlHqtQsTWfAJ+3&(X*f@l*~gs7o_7?scQU*H!OM_1E-j>DLnk&neo9NIPzb< zMnRU5V>n(n&W4=3&Xb%fG)%k5TR{22IEEAIpTBs4-*N8S!9+wv1l(Adx>Y#a=+Ew7 z*o$p|8Kh8Rc@V`EbbPBwlcUOB@fO7Da#6z>suQ_#d zu5G~s8LDMci~MdGwbjj%i#W!YtTpby!I_j88QN(Iz83=%2+EkL_q!x7d;Jh(T2JafeTu5_ z--Ey{1%IlQiTt8Y>twy+dd{lv(EZ2!h#io1k9OeQ+~$5CJHz(Nk0UE?XlsM<#ba0?V`@ z6&Nl4N2^r#&ojmSjSvwYatjGD-_1%~TbnyLRLNIWQ5yU1@gJ#loT!*DwflcvJ&L$L zlDJctJ=i_tPtroN!3_Ix;dH;(Vav|WK8GD}_-GGkX3V9wpD?f!W7>J{FK~+n+Sw^% zAR_$z;oslFZ>uUQlDmexcak=?3fIn4nE=1a`ujtwJLuVQ&izYRTG|MFT-m`NTcna| zx8Qni*2sx^a->oE6hEm6a+L?fqK%>wd(>GtSH$IXv98Emmaxb5lO-h5+2<5Iv2 zUr-ZvGuzu=98F#}IZHw8?8fd6vF|lu85v_7FPn0+gj}SrcY$m8YD!Cdsm2{7!<)ckr@L5> z-I=<4i;hcJN16Z4DpidU83e86)-2?DzeVHvyI}jW$GF|&691!1)Bt;~BlJ7|9xih)6nNKq5f9oqDi3(Ki;HvIO?F%vnEU#+ z5UEv@W}b920m~R}K|v;CpWh65wi(ZjjPL^QHUl{TeSUZ%zYi;Pu@$^0ic=femzh`3 zfw}gjpYh50`4ftRgM%m0(a~W`hA&_8iAtpYhy=(A(B+;toavLPU&+KvTtFpoU@+Lq zbim$p`Dj;0r;^D+tGABm_3lUb*!a4$`07V;;$2!s23}3a-Dmi);k^ID*}c78ezEeT z16cZPiS40m6>^FnMQTJ)-Cy*q{4U8MD$`YlbGhODWJThB^ZsQtqacCDF=>A(K0uW z7hb?d#%(5@42XMpiBkR@OQILQpey4!cl8$=f*mY(pe`@6rxDQ2YB;Nn+gR_`J8n`} zJOj@?ySt;Gbl=}C-M?4>CP$*j1H273cHhhzYw|G9>smfd0Jolh1=X1bP7qXQ^6>s0 zR9jkF>>R3)GEY$c2C4t9+AwKvrDod5`M$5vYctEUtL32m>0ifSX;d6)wQ>0DAaOlA z+_iLn9oWI>P=lN~5Zl=)#m&b@FP%4{&;wry@~Ppwxw)r|BKe$`W9`o7T0JDM^eA;F86VHKfT)ZyVQ=|XU zT)@w{2wC=|47gaP*t`eh4u5kv=Ls0#dJqWvuR@8Cw;KoWr6=p%iN^h#=?lKuz38DK zb(i&iLYK=w>+u2EzzERgWJ?Qt_ZsZ>uqVrZ>jfn?|9zZ@bHGf3+(&6v*mCqyPEc^a*wrM z+`VZ)+WptfH(Lr4W39$DXJEGiX>?p1GY-6U-@Cayo`YhGKd(`6#_F@w_B~(pZ17z2 zH^7&+fiLjk*XIRELcR`IuXRyCsMhQBY(J)OxWBv27~UKo$`-3=yV|ax@;`&i7Wl42 zGDQsqt|uGR1Fa&-<4Zpv+=WsPqsB|x1njp*W{fnGMaJqu z_Hcsl`qpJ{j(;yP=cW)yClq60V?*F8$@;3QD$>T!VETTtba&R+0H5t35Xd+(3Q9xZ zP5gbGfS{nks(wp6=w|m$ef*}J)u3Z9kJgJ7KmD(8yJ|`$`S0lY|90hp|Nr-cm+v2) X-R+pIc^acX03S+n>ax|+rosOUXPE`% literal 0 HcmV?d00001 diff --git a/module2/exo1/toy_document_orgmode_R_en.org b/module2/exo1/toy_document_orgmode_R_en.org index 0febcfe..1caa19b 100644 --- a/module2/exo1/toy_document_orgmode_R_en.org +++ b/module2/exo1/toy_document_orgmode_R_en.org @@ -8,7 +8,7 @@ #+HTML_HEAD: #+HTML_HEAD: -#+PROPERTY: header-args :session :exports both +#+PROPERTY: header-args :session :exports both * Asking the maths library My computer tells me that $\pi$ is /approximatively/ @@ -35,7 +35,7 @@ theta = pi/2*runif(N) : [1] 3.14327 * Using a surface fraction argument -A method that is easier to understand and does not make use of the $\sin$ function is based on the fact that if $X\simU(0,1)$ and $Y\simU(0,1)$, then $P[X^2+Y^2\leq 1] = \pi/4$ (see [[https://en.wikipedia.org/wiki/Monte_Carlo_method]["Monte Carlo method" on Wikipedia]]). The following code uses this approach: +A method that is easier to understand and does not make use of the $\sin$ function is based on the fact that if $X\sim U(0,1)$ and $Y\sim U(0,1)$, then $P[X^2+Y^2\leq 1] = \pi/4$ (see [[https://en.wikipedia.org/wiki/Monte_Carlo_method]["Monte Carlo method" on Wikipedia]]). The following code uses this approach: #+begin_src R :results output graphics :file figure_pi_mc1.png :exports both :width 600 :height 400 :session *R* set.seed(42) @@ -50,6 +50,7 @@ ggplot(df, aes(x=X,y=Y,color=Accept)) + geom_point(alpha=.2) + coord_fixed() + t [[file:figure_pi_mc1.png]] It is then straightforward to obtain a (not really good) approximation to $\pi$ by counting how many times, on average, $X^2 + Y^2$ is smaller than 1: + #+begin_src R :results output :session *R* :exports both 4*mean(df$Accept) #+end_src diff --git a/module2/exo1/toy_document_orgmode_python_en.org b/module2/exo1/toy_document_orgmode_python_en.org index b23a4b8..f6a5f09 100644 --- a/module2/exo1/toy_document_orgmode_python_en.org +++ b/module2/exo1/toy_document_orgmode_python_en.org @@ -1,8 +1,5 @@ -#+TITLE: Your title -#+AUTHOR: Your name -#+DATE: Today's date +#+TITLE: On the computation of pi #+LANGUAGE: en -# #+PROPERTY: header-args :eval never-export #+HTML_HEAD: #+HTML_HEAD: @@ -11,84 +8,65 @@ #+HTML_HEAD: #+HTML_HEAD: -* Some explanations +#+PROPERTY: header-args :session :exports both -This is an org-mode document with code examples in R. Once opened in -Emacs, this document can easily be exported to HTML, PDF, and Office -formats. For more information on org-mode, see -https://orgmode.org/guide/. +* Asking the maths library +My computer tells me that $\pi$ is /approximatively/ -When you type the shortcut =C-c C-e h o=, this document will be -exported as HTML. All the code in it will be re-executed, and the -results will be retrieved and included into the exported document. If -you do not want to re-execute all code each time, you can delete the # -and the space before ~#+PROPERTY:~ in the header of this document. - -Like we showed in the video, Python code is included as follows (and -is exxecuted by typing ~C-c C-c~): +#+begin_src python :results value :session *python* :exports both +from math import * +pi +#+end_src -#+begin_src python :results output :exports both -print("Hello world!") +#+RESULTS: +: 3.141592653589793 + +* Buffon's needle +Applying the method of [[https://en.wikipedia.org/wiki/Buffon%2527s_needle_problem][Buffon's needle]], we get the *approximation* + +#+begin_src python :results value :session *python* :exports both +import numpy as np +np.random.seed(seed=42) +N = 1000 +x = np.random.uniform(size=N, low=0, high=1) +theta = np.random.uniform(size=N, low=0, high=pi/2) +2/(sum((x+np.sin(theta))>1)/N) #+end_src #+RESULTS: -: Hello world! +: 3.144654088050314 + +* Using a surface fraction argument +A method that is easier to understand and does not make use of the $\sin$ function is based on the fact that if $X\simU(0,1)$ and $Y\simU(0,1)$, then $P[X^2+Y^2 \le1]=\pi/4$ (see [[https://en.wikipedia.org/wiki/Monte_Carlo_method]["Monte Carlo method" on Wikipedia]]). The following code uses this approach: + +#+begin_src python :results output :session *python* :var matplot_lib_filename="figure_pi_mc2.png" :exports both +import matplotlib.pyplot as plt -And now the same but in an Python session. With a session, Python's -state, i.e. the values of all the variables, remains persistent from -one code block to the next. The code is still executed using ~C-c -C-c~. +np.random.seed(seed=42) +N = 1000 +x = np.random.uniform(size=N, low=0, high=1) +y = np.random.uniform(size=N, low=0, high=1) -#+begin_src python :results output :session :exports both -import numpy -x=numpy.linspace(-15,15) -print(x) +accept = (x*x+y*y) <= 1 +reject = np.logical_not(accept) + +fig, ax = plt.subplots(1) +ax.scatter(x[accept], y[accept], c='b', alpha=0.2, edgecolor=None) +ax.scatter(x[reject], y[reject], c='r', alpha=0.2, edgecolor=None) +ax.set_aspect('equal') + +plt.savefig(matplot_lib_filename) +print(matplot_lib_filename) #+end_src #+RESULTS: -#+begin_example -[-15. -14.3877551 -13.7755102 -13.16326531 -12.55102041 - -11.93877551 -11.32653061 -10.71428571 -10.10204082 -9.48979592 - -8.87755102 -8.26530612 -7.65306122 -7.04081633 -6.42857143 - -5.81632653 -5.20408163 -4.59183673 -3.97959184 -3.36734694 - -2.75510204 -2.14285714 -1.53061224 -0.91836735 -0.30612245 - 0.30612245 0.91836735 1.53061224 2.14285714 2.75510204 - 3.36734694 3.97959184 4.59183673 5.20408163 5.81632653 - 6.42857143 7.04081633 7.65306122 8.26530612 8.87755102 - 9.48979592 10.10204082 10.71428571 11.32653061 11.93877551 - 12.55102041 13.16326531 13.7755102 14.3877551 15. ] -#+end_example - -Finally, an example for graphical output: -#+begin_src python :results output file :session :var matplot_lib_filename="./cosxsx.png" :exports results -import matplotlib.pyplot as plt +: figure_pi_mc2.png -plt.figure(figsize=(6,3)) -plt.plot(x,numpy.cos(x)/x) -plt.tight_layout() +It is then straightforward to obtain a (not really good) approximation to $\pi$ by counting how many times, on average, $X^2+Y^2$ is smaller than 1: -plt.savefig(matplot_lib_filename, bbox_inches='tight') -print(matplot_lib_filename) +#+begin_src python :results value :session *python* :exports both +4*np.mean(accept) #+end_src #+RESULTS: -[[file:./cosxsx.png]] - -Note the parameter ~:exports results~, which indicates that the code -will not appear in the exported document. We recommend that in the -context of this MOOC, you always leave this parameter setting as -~:exports both~, because we want your analyses to be perfectly -transparent and reproducible. - -Watch out: the figure generated by the code block is /not/ stored in -the org document. It's a plain file, here named ~cosxsx.png~. You have -to commit it explicitly if you want your analysis to be legible and -understandable on GitLab. - -Finally, don't forget that we provide in the resource section of this -MOOC a configuration with a few keyboard shortcuts that allow you to -quickly create code blocks in Python by typing ~