From 5c30e1b81b585725589fef26e7d79c906153b6e6 Mon Sep 17 00:00:00 2001 From: StarLee Date: Thu, 7 Jul 2016 02:30:19 +0800 Subject: [PATCH] planning is don --- csv.jpg | Bin 0 -> 80214 bytes main/bottom_nodes.csv | 10 + main/main.py | 94 ++- main/top_nodes.csv | 7 + map.jpg | Bin 0 -> 38043 bytes report.aux | 14 + report.log | 1271 +++++++++++++++++++++++++++++++++++++++++ report.pdf | Bin 0 -> 248161 bytes report.synctex.gz | Bin 0 -> 11993 bytes report.tex | 250 +------- 10 files changed, 1417 insertions(+), 229 deletions(-) create mode 100644 csv.jpg create mode 100644 main/bottom_nodes.csv create mode 100644 main/top_nodes.csv create mode 100644 map.jpg create mode 100644 report.aux create mode 100644 report.log create mode 100644 report.pdf create mode 100644 report.synctex.gz diff --git a/csv.jpg b/csv.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cf8be071404fc60851637cb7f325bdf6f4bec31 GIT binary patch literal 80214 zcmeFaXH=9;(=K`gLk+`AW?D- zlB1xaxX1TB4-D^j9%b+Ioptuv>%rwOSl!iKRaaG4*VXsW(Vw#b;cZ!{EP#T70vIFy z0Y4{zn*bID1||kN7A7VpHZ~Rx9tl1kE-oG=@#RY-v{dwTv{W=SUQPMpEwu40N<}cP_VJF@o@1d@bM}57-$&y{-=L_HUdOgDBh@SXef*T zDiI1A5z5b2fF1x)&=J!968Qi6K|w_Wp<`fTVdLN;{-A;oKt(}ALj|Fsqk}+*zxF}= z9sm)c6EpBiVO&$7iZeD3wc|~Pabxmz^OKV$uM`u^}z~IpE$j8yK@wxeh#iiwyPpfOYd;15U z50Acl{q}2JC;-~Omvy?b|5z6hVqK^p5E=;c*Sb(pJrMuVh(PEJycon%s+jkjFEjG_ zW06Qly)0?MX5v@dAvJO7$036V%rWo&TH3!>cCm%Q{+CvEy0Ei#jRSaSCCDgJfC@Im59LZimT%{kzLRQ} z6Bs*ttM8T9b6yimL7W<2;dG?Jy@YY=@ zwK0vD2wpab5Q`G;k~F@u?N5L%@+a_7@I>>O>2V*uEj;@@mGvPHf4Fof-BS1EAG4*h zt!^#3pJeREe*zsDH$K1jjRp9=eVb7#gRiYAbCEPcu9`r>Y|bP{H+#mROcGUz(vt4i?IZ>GM>ZaSM~t4HC~7zFSM}iOSGm*siN->ZvF%eK7Li_ zE-E-!7v(C<*qgh9Djf%bqvqvwSwQ?qP@!M|ntdj+iD$&(@I&rv4~yIKUhv&)&N|kA z`jMs5uwU*qUwDQJMpjaup3TUnV0x$Y^)6za)T>N(Xiwx&VrF3|Xbk?Jq;fZX7Y69R zEx+w9;qdiZ*mTkOnyz@g9mBa(7j3de+P9ueel)z=O#-W+&gjd*lardFy)+CXBmLD8 z7ehnnQuA|AAO{qJuBi%t2L)I`a7iFqb+tA#tH5DUPy8{{Mile2dALxch^rH&5*C<{ zkAm(oRnIPcSKgPq?qBbPXkIsa5~z4sMO3J4SNAGH%bZsJRmV~4^^eTTi2{Qg#+EdJ zkrF*IEXPe|VNchesDB6sCMtdc5%Rw4i9Z20^Ut3fQY@K=hf)o$`pK)c!X-5|DLGmr zQT?D009)YrFOl<=iM}Tm1+F;8QBJ--4qn{rn1Vt zu;j)V6)v|y?ERcR&GID^N`lRJB(MY}PF17D9I-9#Q+WG@fOYn0W3MPK*gKw8`3TlU zP4tl<`z2}BndNB!J?rZ}V!aBlbH%IGfym5f5Wl=UKHXe{>X zToRp={f_a)+T8m4ps8h7sBaA4$6~_`RKLO13 zH=2up{Uke$9}wDd{}wMo=%+o84Pvib4Jw!TC%ceI9&xF>*hYs7F%{A(OS7Umd_0k0 z_z4u+e$S2nIP%RcIbK`M%P9+mL4g>GqN!n4Ml6Yg0*M45gQpUgh|BHSG?1q>=$H&E zCos&Z`xLa=Mo(~kN*_*;Q)5L_{{vJE9sZ>oow(n^g4P)-sG$8G7IF^$fQsf{eg_t+ zzsE@c2`K-7lRjtO!tz^01Z=GTfEB5ys(DTPdtgAu1>pC!pkaN|%jl_@lWfj8mOkz9qMxT2dQ=bN^I`VY4Q zA>p!$oLSg4b=SVHpfSYJ2=o*9Afq)>aW!8iw&GR0qabcX=|p|n^94uFMXp&w zd0cA3bn0*n4dO;rZ)(-QB5tQZnrO%@AW zh{aR^MM{zrE-*WwUs4)zr!2g;MHx{Th`7cOaAZ{jNoF;`gDWp6S6ZL+5HN*?1yDwQ z^I?m4!p+Tnu*&7&#>uW0xOBt3ZjdD3MHavW*L`nl38x4}`LKw8?XSR_u4i5>%9Xb;u}Gird}<=onAWeL2ra<>=Kmy zh_H1aoej3F(W6+Y5edRC5ifuwN5rbJh;()V=29G&2=3lBS{*Q$T+`Fa#O;36^X>wZ1DvB{a#^|^miMy9#`QW%fx*KDl6|oF<|wp!1Sbpd?oTG)#28K0f-A{&=Uz@WGxOt1 zi^IHt@&MeC_czAwwK_)?oAS{sXL9Tc4%b&6kyY+Xv5~+M>A#zYf|4y^%zcFo1@tgTS0n_n`Ku^ZREv+EY zEhUBkJ7sn#3)7OuvtB+vNlFz3v8 z$UT?yuNp?#Mdk)@-Gx+F%PP3}NG48xnh7sSAP5b70 zB1I4On>0r(giVz!u^G`(dwI83C@H~sIn4eSQ6GT%xlH*`$C<{=j^f>u!BvI7ivk*P zf1N*dFEFKgxu=b^1d@YD z*Z_q8on~`>W8K5bgzGm(4=d;HVrA9Ez6|${erh~%xqATG`BjtgerRaqugG-)_4%PZ z7|TB95DDiK!n3%!dXSlVrM4<=dVXZuidh;i$K;@`#v_I9Bt@I2@D~8*_g!FW)T!Tu zFQ0Q-(s(H9<>i|Vy?;N~S}%tC>M`f^^Gs7X4W1APIwZPUdF-DpSwj{d=0%CN%gUp%VH|!~Uw9dtv{-j+rkD z4AxX}*?qV~z8}{`TrFe{%nTp9<#0Tu854OMM9;T3yLbS;{2N&LuQBsm;L?G1|MYWa zc<*LG;BdKxNFh(2ZmfckP?><4gJYu5r$?&)z}dNk_8&O=7n1%1XW_%haAvEP*s80q z$6>LrQhm%>*Nq)6v^Ooig#z*`DZ$~bo<$_n0LyREr2jYpgh%Jx6-xKWu#v^)E-(q6 z?X#y07d4IPBww^J$;VT|nruN)dSvqYoNp2&`~<*BH@?lj_=c6I_c^Ss#ky*w_j}MICMQZczg8uZMz?z zfVXW;1)|o!HKK6Y%@IA{9bPIBTq02Lrkgme2*F_2S%K)1Apuibv{>{#H6$M%!1~^%6z}ZwIJ=LE%p^96~uxa3lz?V;k%Fk zr**f8vh1VGpTOIK6G75)Ec<(qu5JQ2&*tYeyqOC~p-48q`B_m;ySgG;Sz#y;Jv20Q zE`1WOs5oZ2Db|y7uQkDOPSN*t3IU*jLO{BYb&Lp@E#Uo*8Ps@tF`)G1hP%_zJf z@3EQleR#{|3P}}8N5UIu<76iGG$^Cu{uIy-(VIl zHouGeu;hyV7j>i48R#vQw-tT@zWU#-03_?`+`SSr?l-VCFn+CSU|VKyyxM4nh~`-! zXQT77qneX2BTV~R{Oxg&P%+$W2@^`;{%z>(*+^(i7ZKv_>F(wni}^kVwF% zlBlR;0dN1dPDfa%Z||Sh}1AdX>(iFcFmcYovh;H8waB740RPtdl$#hQ+Ky3L(UMPlo0C zmei(J;<4(4b&0N?L7OdcVE9#tcc4qKh{`Sb+o5<%C2=Mmr_z=k^soxd2x+J8?d{oN z7jBvSSoFVN@km2c(;%76k56aeKCjSbwv;UvqY|NOScGFHVEkoJK3-dqR9!YeJ7`9Q z@4c;)imb-OyWqaJH&{KSohbbl*@=Qn=6Eg93x0%EhM8u(xAa&t)E`AzOu$p^q?Erk z72^tu#RP{-f+mLZ(}qo|e*9P}Xe)1Ud-IOy;qLVjX-QXeQ8~A-F+Vm!39$r{SOszl zZ}@t-Ip60_alS8ZBwkdZLQF&|OGNZYliq^`0+$px%{yxPsH}+vilKO&WxeEtHY*d*1aeB`Czt>MSVSPZbzo9v+m@=uaD-s~W;9)0-qAiWS;tEZgqu zru~qNVJwQ%YEo5zY%LlWP%w~tAzRrzs~1|X{#o*g$`tf`@G}vq0U?Qo7?gkoMMgtI z0Zm0J{JYdXl0AY2O;VKVj(qIbzkh!@h23a@7MU;0*73M4nXKwiXk0KnS}mp1UK8e!POZSNY~+TQIx+-n$?l)t4(aZBc_hRS6|=8eVry~{wk9%AMVridk|tk z(v?}h7aK$<1$vE|0YgccQ}Cwc{fy6rPd6xEudPs*q|Y*gLd?|)=dX~(dYntGu_Y@4 z4zfQ!J%|3_>&6#;AG=atU!R0(Tlf5}7uaCaD3(-Hn*}EgFHU6gonoE!2fb#j=*P57 zrW31@6xRh37c4?d(TgUS-VWi{9|lQLDZQ{vXs)A++LGY{L{)k!npg)s)uub{_}o+o zkSibHCLP#X9_c!2ycJRc3EfnMF|f%FUyBOIVn|X}tE?Q_91+EDRg*n2BPWt=mWKd- zpKeDb6Jvp4*jngN42eHVD31|%TB+3*U4Rw}Syl4r{V2WmLvo_e%8V#u_0TJsy=0Yc zQEe727O&2LIP8tR7_N>Ku~R^XowpAg{spkM4@ZA=H6q8_$?7msX1>;Na(wLi7py3E zNK{H5&n;&8@oX2~CJ?_Pvfak1SU1=eNh~cbj$SsLY&-5kU9tI|lb2T`q6wIlv@e_d z7f8tXNG+gG!TD&6_9V@IrJN6I!1Y+Xmvrs*+lL%OnF#B z2&blXK5)5Ybk_=vzwyPMvN-=w!1%S%50VO`9xBcFxgSC|E?IrB zw)Xb*La*g;5*%W$6&aS!!;i`VqYS~kLyOI^dAaj`Vqle#A(2DZshd35160+rI zD0!52s+%yMNK?3Oc&!eUe8>I?K=xa19O59{u3tgVW1?_l5k_6tbCsGR6-&ys3DfUW zPoI+1`ucnIos%T`C*@WG0&7y@$%()alJlB>PSy)d zjw=&brCzv#Jxxvl-uZNsASFUVOx+$C4f&4UrjjFXdU%;LnO<(f;(89=p{4X%?UeBG zO2g|z_3aYh>H7gI@I6o)nL4#!Eu$v~qu(Xcr7|-&e=L%HDrx+vQut{>6DLPVHq8%H z4SR8M_!xP&B?%hJLR8A&BNi!456zmcH7|hZXtC}MmaJso?$}}Z9^Hrc6BuRt_!E%f zw4QOOD}!S>Y;$DTnRqgw4}$2>(zzu>F^h@>m0P~qJ)-MR8yGk|*~4|!nYGQ)c6H7R z)SzZkkwnV{?YUT?shyS_a^pvwZOB~o-VJ6rhCXNUG%yZmd5I_HE`G48cn*qtHb1(% zNa0T{#e{__gTS@M0gbNaE7{=BpO^jk#m_70tg}z|5&fX)&S4lvTzu70r2eZ8G(+jS z^e_#!v@t3eKr7D@9j$#nPZ9gp%PHNfpquC#wi^xF#tkL(bY*y=)RCIPPJiCyvVCf| zdgU4F>Pw?ap3OcczeDIr5L$n*NY_w5eB;t;$ro?g00o7K<4(?gQ~$!3hW+h%q$+k{ zQUF25<*u$Y{L_21EF;~v9NjKkex;}eKI4=*XV@iz$2_Z}`-7Q6$abpEU1d1d1rqj% zQxoD9CxorSE}`_trzQt{{Fn&5`wtZ%wW*qa@l}jy85f|^yE`*2^L@|RTgu^johUeH zYp+|jodrf{$Rjl?#_tFO{r2r5Fi$* z%yPv~@H7GY2NV9?%KuM5|9>l>Yq2~-)K~APtqy!2c@UKL!Lap#B1L7YV%SNS)gV(k zps@tS)I)YR4XQuJJuqb=2jS`?wqaLqtn|u3lhX2<;1OnA8a4SNoFx*cw5O4=6qG%t z9Ie~`Pog;zcLP8;V)6IRJV?=`ys%&givWWAX>{p#18#IKH+4EtJiXS)%invd@mXrKxlMLlc7~ge% zPoRF<-p9}RkrLo#(7S;(x#}V2HfUX&Pn8ebe80I!lM!944W>!Xd(D_LIiab^cl!ep z!AKL|R*#CORI|9QA@y)!W2ec+6i>g$3;T+kCct4oGf;GvX8^Sq;>oQ?Te-P~V)so4*Kw() z^rjEaY{oqk&PpvvCn!r5-T@+AZ~!oVoTeK8?BajNE^1K4 zWfCMfl**SXKq8i!90@U?i{Qwo*k~dk1WO9_oiyy$sVNw&gmFGR=yx!$P91OWQ{lfm z*?3Gvp;+G^$2qLc$7)Hzny=4Z<>F^&EtXuHtc@=e?~@J1Yfuf|Rp;D$?VuLg-Lr2B z{){IUjGQ<7&v^$X&L2t$?J4{~CuXwtU~VyRh>71S0kuvY%nBED>#k z1-%Cv#7~h$OHqqG;=p>-firW@firuefn~f9h4o!F>!%rZ`ZobEERyf41*^5_u@y@{ zfidwxC#EvnTr!Am0(~@-GsW1ldF=ui1HvvhN1ej8qEu@ytQnvgX;|~7J|G6}jJ4koblgJ?qDaj%9_O<7!S$)Ap~~k+LChpob0ving1Eb&ztK z)>5`)m~%u1b~t_Q>4+p6x*Hx!6O+jGEM%hL%5_?!v6+YBAFg+Jpm#)NPc#WfgMGPV zo(VIVrsIVMbQXr6dPffGpWQ=(MLk|UcrI&TyL^=)zMJ zbxs5-_6KEZ;^w_=sU;-ed*4Ufu(~I-FRN3fY0&vH+4xn7UEx#@OW+onZOG`sL>Kn~ ziF{b*WIVoet(wt$nb>E1jPv}}aV^&hx8rR9q`X1ukBJU4x4GAI;A5X6*|Pq#&3wDh zXo8#XE|t7|Jn^2=WJ>csV~{f}xUIC#gB7DaI=3gc&1uluW85{eXNjVSly8Qua*6d_ z{#zlwODZinug`KFI`V4WLT=MRN66a`s*FPME(U__t59D-GDH{*dD=U#kGECVV3_+B zx$6}pGxuheemSe3bt)LuwRV-h69lu*is0pp1R7t z{HnV(fykM1QsG|8M~|KgK={-x(}pToU3=W%GH_jpFBh(-AD=P<=&__cWh0^z4v?9U z5VIgb7vdaZyOI@hpR@IFMCgHk;^8vp=!a(e<+-ryF?sX7Q0?FZ$5?%r7z-_|t3XZfQ<4Q`Nhc zty#0kGpb{L1c~hf2Y+*WFW*CDfk~{5@im!eWEOIZos+UcUI`A>ohZ+68p#DxbOm(^ zZ}ewZR9D7#Rad@n`0~Q08kCN>I!J$*|LBka3yd5{T6e;FUsZvy2@@O2Ml#om9 zH9vtT+J_!9mjo`AOf@+#S|9ExE_TxQM42ddj(%!k0`IY+r6Z{>_q9z|ri|lBn8dGI zw&I&|YLD(?-A?o|jeA5B%lD3)_~el?aV@!E!8gK^rIqz>k698OK<@T#jIAO3OnYVy zOw{73X7Ba%2f}QD-2Lo6O>f@8?TQmo#-rWtYeEa^YG?^lR`RU4&`CP1H@KkjkFx zSP4$~Fr9QhOMgjgGLtekez{$0jlzvIVnM-3LO?&kfu*vfYzXgT70>ndpv#T|<{@sH z?}91YaoEYaHz!Ly@6K6Nzll(+ha+zFZap10>~i`@oyq)tNLMGCk&EftGdup;t*`EB zNNM)}OoFJB%JQSFHz22HZ*28jfU?KcRXmGv&!ehihKxI@!PusOAU}M3el10X_s=%7 z%j%zC*eawnnB6O@XwWh@x1-^M^HEs36qB8TN3nqJ+_1Q2-Z~j^$Nj7xb8CCjp*vKf zW?@^D%{+5{#AzIS{IR{7e&>AmbrymFF{b4S=MjJ0$opao(P~$@aPpw-C-A86CqSyQ z`eF~e48b=?6z|f4GmDH2^edB0ZCRp(vfb@v8dcf>M!1%_dXwEP4NE^AVha2WG-dma z@1H|Xe!MtgdsV56pbkMo@dJQ%pX(J#>623}`7>4?9%@F^`kq|rb+M{u=CPTE;e_bS zcOXG1E);m?3PNvA4=pMv$g;>zM0{N*|8acdyQa!W`p^oQ*0|k(KI9{{L*Xl;1n^VY z4N8z-E_17mOF;`Arm9g3xv&S>(Ymu6^CH<%ss4mvcTVY@9Ml>oe{FW21PoFaLc04k zegXw?2!_xzCNyKj@|6n|kY|)Rl>~9qpr~XhDxjgL<-=67kT*_MpW_!(jaU|=$w~!Je_?QMiI_ePuSwJ_yiL|BuRcDwQI422)^C0)yF#NKQ!9JeOv02 z!Sa0f(Hivnt)>|!FK;5JN0vshyCr@?hm*d2I&ZfTWX1VBcJp6d+47B}Jb0Fa>$(l( z3E8DJ79$Ryc@JSE)8m}=hYKc;wr*iPrdeuY&9*I4g`Kq+_~BR4?~iaFANqdD6FM97 z_2st2nM1*X$G%p_+=qcPW7h{Rzw>xcoy{#(uC&Hc`*AOxi-j4^pN-2CJiwz8%cT27_zasmKX`_?MfoS?GDX?QYmK*ae z=Q`;+j7&9cJI;lCy^Q%VY-vNL>1)a(?e=zHV#4_+AYp>&I7Re71m~RJR*Nrx76-Xe z7eHEa&bfiJjF=bWTsR-^NVz(fLg)Bi?eWLrW$eC~r>j3eAQ<+Hfz2cQ58K<2eXhdt zFIN%{{cFYrIh;f&AqQ!=BR#(eZBhQk#uRMxog$>D9Y@5zXFdQ0U@V)W@EMeOfS!ZZ?-$ zv}B`%F5GC9@LH9;bZ%?@Lz${ODWBW3XQv2G_LTY7)|Fw_FRZ9j($zZ9{Nc*C&#|Qb zR*m_}WVXJeBb7uy(l_3Yllz(-%PaHF{}_Tld=}6kyLZSq`@Q!q`+_NS&MVQIJidM4y8Y%hsagQ>k79;$ZjM&lC`}+ZVwv6VEdJllF?@h)sI)lMi*rEaTE% z5#(DL(TjIz_k`n1$T64Qz8XX$`D71>d_Z< zQK$@Nx7C0?;p5UnJ7fGeXUG$LZf8dv|13_*X_+Ps?QF$iXG5Cr-Gy2*jw*x5<)|U4 zm)W?PL{++#DNh*I`)>FB*0K;3t}+CL3razaffD-7$Hwq%(9^4_3vX>GO4aWI)%%_L z_Y$!^LS-Jg5#@wghyC^|Rn(V{T)?-$D_qzz*9;$oUM@P@Tnzv@JgFj&{5wC>J^3AC zTrf6WFc|(Hn37o7e*8$bnKe4zwWydom89xK!s~~X5u2c~qfbOiIZFl#LbC=2&w1g0 zK$*p-BVng?;c?ojq4@TZY22KxB@JClb8BtW$0$&BYz9ArAT&y~_sE(?IY(g`A4wA2 zDXl5DYFmEceE8ZmCW z^f)_J?lcjT!=b2ouMjL=aRBoH@G@idC?scU?OP=5+Ir5bDjt1#vvAgVKGLsa8fBN+ z;qEz2su3||NGXzbNxZ_)#zK9u_q94*{!%NP&M=r%3jqNZ(@yq;zT`-8G@e-u2p%xt z$ND84-(+1W9G|{(a?js|xyIYw%E^UTMvk?0lM?Nkg7NEnj}u8A#0V)9yfn`mgE$Zm zOejaCFg<4U!)8t1!f#Xo#;;vgpHayC*IE4y;(Y@|y>Q7?20_A)K!f;y={Mzy&mHUV zGCuThFSRuLKpI623J9X1A(WewBs+D`Je#gOih`wqyJ!M@+wf`k(ReJ)_gch1 zBr6uvXv9}4EBy=ZU7_e=MeJ6lRPJ4?TEW^$n|L8I9{vqot`tVKQ5K*Q!|4)TyC3+2 z>v50lP~mnf(Ugs_$QmK}GR_UM3K?d_Mv1lR_l zv*8kLfWf%~`js4$s(7d;-iMwB1+NJc0|qU_z~+)WWZIqTDM_Aq@`=dO$6{o9z4|n= z?wn^Zs?*q4Vpi+=Ou;xAb(FGE+?xsrkQ&_Pq*kkYODN}-GZhjagpK!%j4>SivOCxA zX@I3w`^Npylxu(0g7O~NFNfq$RJ6z6zvqM6&<-CS(8Tw1y1i%#a^7O|wzZ-fA-)$1 z_k*iEPyrz>2ZPwXT;u)TI>{z zf$WAsJ&(MZd616b43T5|B6%?e| z>Oh0|Zlgk_Ru%pmT~mF~QNYk*s!*UV3HKA}p+HF#6wZ1i_V_rO80oZCXKaS_$qj^$({i& zlK!+)d&OMs-JL?{csjc5b+z}8+)65{;^yb<=U@-SkLYUL zb)$Y`q(&&`<3^&jjBAY-)kY&L{q`DLoQb)M(l7-Z?_Qk!se$Fp>Qle=Eadz}UzgnN zqR`S-fSX`s%9*fT8c56eTt|W${utRk-nW5 zN@9cd$abT4HZah6AxX{(Uvj9UQ~GVr4!_>jzzmmfF0GA%?N>eosKrLrtgDCRY{{&VZ8yz+N?Y2u2pB?-8zHT#>MdgEG-Y>(V`gosFM2l#dk!#=cLNI zc)IAwxxl)JD#^|Sv|Ljnpg_%%U{S6&l-<@IdQ3E9C_`EU8@~y0mLrNR>g~>ao?sAN zA&V3GFf&Pcqw*)P-^_hH`?s^FVV}mW9NPb)mqGF zeogp6Lk2kf+Zt=ZJF)>vreKlKz(?+y9If4ph`wVD(YCt5)AccBoRykHC{WCx&KYxrGe1=O4!l@M1niYjf6 zT<{&rm+=qd_A6VfrSt1>15KWD6h&rV6WXDO609i4x5Y-}%aTx52}GavzD$3?$bv>q zaf$y6lP=d);^8jHk7?%8imp>CxqQ%}(JlTTgMd z)>T;dSDgE0jwsJa4`{FN^;fXh?See?!bWR6jUzjwOjze}X!7DZp9;B$I&_G1y-=&~ zceQn^9_F&+Ft!{mH59v*S*(O&hc`9p*O=-N?C{Gw|xE?}~+Tz#xr zds{wSc5j+5ToQs>%7e#WK0D{fW`7PD;{GNLI6%1x9o!~YtsDN#0P^^#D&t^W8QDdn z+G@tWUz%%iMH_raVl;%h&bX^@Dwno33 zsEB8n5q0VW)8n`FwoxoS)T@X5r37g5cb9OZe$1D&XMApE{e+Hmr=~t=XMd379yBm8 zi|Ml`UglLQKZ?e+we)-zz-B>_`~>7~W;)wq5z0FSL~5sAFGtbV3vWY@%k~wBx{~C4 z`1BBO+dXU!w;WaHg@E7dF8eggmk}+8!eqNfcc(j+4A->n-8dNhiSS?3*tW~g(Kv54 z-Fxd!z^go5UT5gQ?zwI6c%y%5|D`8aBBtDUSLAMO)s#D}cYnsJdo4tpXiRU~H$!3N z&i<4DqO(h#dC}dmHdyR14gc(=0OiZ$(*_2g_;d_(+T1YGdSSbr_(|3uHdT8{pKzD4 zM~3Zls}|U^hv-PcZa$`g)$e}J5oD+K(VMzgS61j96StS-lVHCQuzpUDJhrS~=~*cJ9c@p^8fm0oF~?eJyRB|O41 z(#9ArVVcc8%ElLJB~`-(Bh+;YFruUOUBxBDQ|Y1U=|So+DR5{I(@VxMq4pVQm6bgw z7vM3&)FYe(3G?II+R_aN0JswgfgjE}zvOQE_WSTm@*3TDqj|VYrhs`H-!-bkC<>U~LwZo(+@#Lgs0I9S! z@_74PJ)`H4+QGuMviBehfp}gyR^!0ug`k(t)hiC3y-07lX-fP_q>QGeF8+!2MpS1Uc$&ss)+;J7gA~#L@uvs34N=mZSk;nlD__B`f7bHlO0ivt5dg= zJcKB+)fJ+eH9D~>w27aY*+_7_=w-2Q7FCR4IMu`32oNiw`hP%?BtOl9YWgUClx#f| zb~In4yfW;hwQ_|!Zrnr5oZi=zv6GyMBV_;T*Pzekg`D?Lu?YxWaP~V!5_}xV(k+<_ zhGR;lzd$f?q(G$R#*MF0QSh+9eo`P6bbPX9GsL?ZT;HzU%#n?pdVk*<`xzIRVrQsE z8R0@Fo0P?zNl*ULhMd{h)_1W+_OH#8;Da75^09nKpaK|^ub(8glf+j7{}$Q{QZ z&(^1-;LzOJSwCN#|4J*7to=oZx#{_f2vN=Ri-#lkZ!(DHfj!qp$w7FFQboOjM&qr- z)vQqfU`wD4&H?Vpp$+(*aXAxw?pfxJby@maqfg~OpTXOGMpTR-?KL$4CnOWr271jP zVjA!w=}JTa-#7GMw4X%kRs`1rz3E>>B$0nJUVg`?u>3S`Sm>Y49F$_~8JFw#OmI-K z7yvZ+u92z$&Ec4t`jxS5`CuuAW&)|Zp5Hzo*hL(luZePOZ-VP8qN(Rnc^QSUnAki; z!1T@km0t9L>lZcZ!!!gzhvCBe#k}Zm`4=Zh(}!B2;)B3q@nC@?@h}h3m0Igc0KmzT zGsy!eR2vVFpgzk;M|aKLMR#Ug%ER`GaErLfEjvP4jU6Y+8-YUS)N`l7-|ZLCBWU** z=f~;ZFX~D7znM?JW7T{UinmR(?z)$)H_e=9%&6!(Xa@kKcf#8=0G@RJRju=p5J4xw zl~C$cxOObhwQ1J=#WGYr42IR6N`QsA^PhZ@1KeLs7y;pD2uc)gz`xixPXD5Y#Tv;D zY`Wr$atN&Jw^rN%K?@V@{Q%V5sL?z>3=$^^Ry66;Dh+~EMD`#hInLuS(r~;hY^RR` zQ8y%t6{jJ*G^cn@IfLA3hQHW8FYA9XzYHjT(T~#q&2;$B zJ8e{z>dE_6;+9A+u_8+Ce~5(2=hD|SycZWpc}=B;xVa|O%HQ%p-LefsEEBQbS#z0$ zt2E*A8emH=IQLHOCS!m8QzHDQ!$BJEX_Z3<@pS)ZBizOr0lu~DccFVlr6cn)o!d`t z-TTy?okMy)1<(5b?f?TMT7HMw{RGxwzMmLh4OiUQ7%doJeR$kc^Qg}n#U2I~D*OIE zph7ymM1%#$iLyA$@a!8$y3>p>M`5`k(_m=&Ah+VX-PX(u-se}I#;EoXn&WA>NT<9^ z!ja^#*319sK~6?~*gw9e)d^Q1QA;r8tuYP{*Mx%7VK}+ymng>HpLO)VzASsmXP#EU zK%OP2cYa`egy=r*O{V9m78ZM>7@9wJ(40WAreSruNG*M=wtD&FR;59R2ed+Z)+5R$ zGD@GPPcnI7d*HOmj!sah_hJHYd~(esHS*%A2{}hEQ|CkP$HD3x-l5iD)+LSN3C0yR z(auHS&LgJbmHvZIiE`8HOK+3LD&cm{G^aDb{D3t4)BEiF_ug9dgVc(!=5E}&*T-dcArf7I z;*z{(xcR!p| z&`7U>1egBQH=jEFit2FgE8qzeV?5(-W)U_%sDp=@A5zD-h3$C7^7C;!GBOpzDWj<* zGu^E_tkuC#1v0Faj9aF(>t}^fM8{Lyh&EXze$J};8ky77c8t_A|1CTpnW2~D{)#((ZUSa9GRw7 z8As%unLXZbm8)#stBBebTdD2tpoCK1%0`!ka`tYd9RGCzmWKBy)f)_&4P{nY40CdF zX3qpF=*Okpo^{bpmnOL1evQCuf%{@hkefYrt9qg#ROzC->N34OxH&#m(CX~Pi!pH- zFvU>4+N26sxL*fBrp*LZudZ*XK9;CexEd_cEF2l{l&@hQRuU*a>x9jC z#{SZ>eEQkzz(-7!v%oUddWrCLn=NN^QzSHM0Bn$h`@zj5Ef!P^M9U0Y3rDEj&N0UH&@E8OyF4;UaOW=enE2F1B0r%gJbt9TW6ZPccdy?8!4J%ZaZn1 z!6&!60OUqk^Utl7aW2aEF-N6bydZS626-BC^Sfeua>{qF9{yGPzSB@2qKx?Fnpw)i z9WyDkcPkJAA{5h)#S2BZfuff-z7vn=1_d2ix{lp4w6AMzP6(&j*EII>ht485*aO}A zjkTP06H^m?*5>HtyHk2yXdKUog8(s@tnX7ZIw#M9GYiC_8hI_0$ng^KLgoD4w}p+v zRgNsyBdlp@!{!pzN}+a=eg8&Cz(w>%e*p`KxQIeo(atoA_y!g6xNeuYkot6Ibt@qW z!B?=8VXWtR7p;UR(wE=z5M=K zr)8;PakQ(BsGlmg9X%W+GGoXFJKSs`c%_ir6u=rbqKzoht7*RK^soK?_l_x9Mg|Jj zmXMt>WpBm>LP?cti~ddSnhQk`*U$6k8AqMv$D&+W&}o78TZH1hE|PPEWD?#4Vh3qB z-^j9mRLyPjYwbOJQKctyf5~C0>;c9^GTwqnFFGYQm@04uuX85JYsL+-rTEvaqpR)z-vwKzx&p!)+_yFGpmUG6_DHXqn&=sdL|8H)N zc^5&MkW(1cP5pD4)rhKifrRahRhb`gk+iJfG%G`V+41jP==CSP7l$)X%HQjE?LC^Z zChd!@bASKof3Ww~0a0)5-uI7g1f*LSLQ;?}L8%exE@>%ANdYOrAcR3cK|<-2?(Ptz zV`v2x2^AF-1fSn zDf8Hh6K1fkQq17*tm=TFMrtb&l<>HwJpmzaov$RX`Z1_PD%tD5P4JfG_+-%Q3>Ge1 zy4|JVK>b3em(3!>#r!e9A|j)gAhsccR&82p*&RmN>a$l!WAIcix zTBx044}Nj&E@irLhe)%n*80ZeIT?K%vodPXH}kku?bX4=0ww=b1$AOi%S&M|mEyK; zr8tg(wvwRaUufbH8YTZd72I%`VbY}d!D^7EO4uy$&J;?-2zf~1sk?P;lH4Z-mxl?a z(H`#5zo4C;|*Ssz@f7e3!f5*O8Bn!u#4z$NpL zPrV!0BlP-Npg6;>)OgxR&tyu$KF5#=%B6nUD!gMUNK8~4LK2D1kxnXMVJ~=)!Q?Ab zN^aeC=XPOCrV$TQve%P)!Hpkj?)^Bi*OW?ktBIhAL_1Pw?b;O5yE>4U+4lBwDU&y* zsS0paN_|bIF8(Kw^4Oo{CxCnB%1C}IA9j$4=F>+v z$H_QD>6-p1D2_Iu(^jVyAVB=x+czfN{w>cc?)BwER2h2+fvY0hIx68;JKMzKLStSE zCe>$@kFdVEmLSVt*VFrkkE?elO8%81SF5;3?%H860qB*$5`hN$lX|eIgkKXUR-;gS}LEW*pBZ6l&xr!h;k?k|KbpBv$q3j(tNY3GOqMl;1 z%tKnB&gDz~9Hy$^c%ZMOiwjqbD$nEV8&GC)YYP&v<`kxS6M4A-5{KQ3^wH{TT_pnN zw7Q8v8R3Q?08)8>0HosQyWiA&t+20{ABy*sNZhBdZo{rY|KBo2$SdP?_hzzydlY7k;`=fZ{DB41^zvyJ<`KZ z$8@AUZ*xqa`@G31BO@iqaBrre1Wd90@kCoXOcfF{3#!DP-LS_w-NhdqKoKbw%L|VG z=g+*0jSGhoF-_irB?NHG$$FnPrL~U$)BghjhV}i==8%z;Cc$h8 zD@_gbRaJ4&toSPx-jL|9^Tqd|kYp%ZJz#4n`(})UEy@ZD;HCBBFgaKtVSk=|!8@&9 z1lVo%B?4&Hl)X=lD)|>RO8V5FP2e~>d#`=t_b#l%TUZIZXPMyb)@u!eQkIHSK7>IR zVLnJ@Uuq}^)BMj5$Ms%*<8dv|Y565+${;gxC@E4SfBWpOv_i!a}|M@@tJRp9DKUc@ax_y`EktreTR1W$nw=V zSOug=m4?Ucoq+#ABh-&fSx({OmMc=?ed=IpKREbwTnAbmH-!f`JC8QsrLUw1jmsKc9R9$CK~T zzLIRh)ss43jFterJ0=)W_^1{eH9L@JpcfgDR#%QV&c4yJWDm#OgvkVjhocrV2wPO? z99FyjC)*w<;*m=lmeYGRYE|hV9rox;H%p{~NoijhdBnrq#}W6fd+LF*V(bA3_{3JEV9{Jvu;#`OT^)?n!n+eR`&3@X~)cEl$y5E5bpk9oFz)*9uyRSh4NKrwA z5i}KljbqS(hllsWR~ny!%S$ApR`(>b+idinF_D`CJd3aw&>Q_ixpNiOfevPvHqF>5 z7YpT>x|9DUu}`D_^QsF=9e?Yo zn4K~??P+91&C(ka0k-KLrmzZis4T%hLSE%+)a2H)#f z z{F)r&ovT0V7YV5h)ic}h_qdx|8|c~V3}p;_DP!PqC} zhx-r$Q@TF{ruus)`0C2>P0&jkLspid$z=B% zgBjV!0rWXLelzO&i9)|BqaZ{M&mk zuav?z_SW%~^gcD%E)qXm4B+n!gh~IfLE~)MbhVM9FCB6cR1$w#+!pt-7hg&h+>>;j zdA>X1K!`-&ajG2I0#@)={8Uvc8cSndl-Jz57P1*#O^KR?6&>rhK&QMmMwR6DCHmQW6G;;HpY1Q#UuvsdzJKei*rrdRmIqqgi5SAo{?UYedMNzPT z>1`mWb?E7kdmgtV=RK|j|1aLYk6}KxjBb9p-_A1S`HgE1*CRi`0MGp-VESDZ6l2Z^ zvV_}bb#JPkI~rauKb^XIQ^!AKb#cH~(mH+CF3vN>;vV-x9Hno{%rlO{dE<>~5=F)v z13Cp?catAmvn=gSlgAam_8snGK9t{@`8nk*kBx7-ddF3&a}6{M2{Qv)^BerwE7Al< zA`}0%H>5QBI&c1bjmRWq`3(Z0LHGwkBk$m-tY&ABks0GyYFrl}z8b-FZwV&fEFvqd zABh41oJo@d5`g~yLQEXx7PR+B7+gHVV0n*Al{C5nr8O;}$5{pljB5JAcnB5zcjQ_P zmBaaqH8nB4A?I*#^o*bVB>81}wN6Zy>KANw%>E|pRtWt1>Jf6iM< zv4csbE$Cp^D|>%dX)I-z$%K_O2o9Z@vzJ1Z&!2Or{IVuZR%R$SEVnv-GorqI>1!vP zhaR#4Rs<u3}BH&eP`p4t7mh+)QbJmp&Pk_G^dO zHg)nrew>YVK?lmqROv%tz$u>R?K@&kZ>hRb5*v+n*1eSkb0Jh);x(ou`JmgNkKk;Y zlZ&^X%VyXe@I0}FJ#>y3k59cquwU5(Haqe7rFlT{hHMr>k6p#z($a6W~{l*61{)oF4`n()Xx(;6)(_{v@|%Q=x+ zR~ElU9s{FQU>#F^>?(X#7Zj*2MB-LZBH6X@Z*R}3fOQD(Re4C8AZN{?j2yY)apsCB z(jdYR9bBP91>{4oUhVw^)GKR73e}n8^kRC#ow>${x(?-Pi|d{`kK7*|Ht=7~lTe_dzi7eFu>Qa<;a3*gsrX?G zvtBz!u~Ig}s>Oj%T*;-kc+^rpV8Dc!3+YrZaylN2Vs8D39jm3u^HTo8-M5|7SJqT%WT*%agLPNo@8*UCb}on z5{F9}pojGIr7bC}R6bY$pHmvj2PI~+gYaxn?2jLni|LFd)sl7Oi`h{}Z|tG}1Yq6^ zDLWY8`R83mf%pphe#!fn9grabmOTFiybvYdv4|pkP|yIDPmirRWi0D}{DluTYg(Xu z4O3AYO$05)3`rSMETL+<*_(vHJbIxNtfjMXd^Oj{(*bw4GWu9hREue)1e5%tDT zkh$WggT>o~S&)^(3o+djJJ+(Kv9)ccT(2I`kks4(A0jb@*13NStvY1sXurgr!YjIl zA)_99eZG5PDzP$Nuc)>Lwz@q2Y*zf9HaV0mHPon~DKE;3(M$nw7iHc3`f$H`ecLZ- zU%>Das6%KtF7In5xUQ!SbGEY)ATi$tFb=NR^FgtfU&&h; z#jmQXVDS{?R8{3?rQ(VteO(F8>pabm$S~x!OM?rJ_?K()=BMo|HHKH$_sjHmUm6yBk_7IS2Vy#k7{%QJhc8OvEI{(rphEecYQ2BwD(=B#z*Q9u0+??7&)wj4~(=1e?q5yv8xA}D~MQ-L=6S8fkJ-NW!|b9nlbZgRh_0@;Ys2G~};tGLye8lZXtOB3dF z%)a&P7(aSI59xjytP=nIP>PN9A&_Y<(M8~%t(w8V-Lo$a*_Gl$6&v*vv;kGgeQeJbzAom9@@tBxuckxG^OA8Qt5`*+Mr+xL9rbWMCH1JS}5}{FoYImWHE7T zOnqN(vy9->fTF9tPYAsUCqm)De#{nv#IVW8tvGqFT=P1;2Ynmrze)ybpr6GZmOJMx z*BBQ@IF4;!jWx4CliG|NmAz~TSca&b4-nlXlRUChN|U+ga5=Qcj!yHdx?psyP?}$; zgWaIX9H9b|B3M0rbNSl>GH%~uDBls#?UQUfZKpX?Ha@GgPTbW~%e=P5M9eOt(R_&r zk2*zTXw5y*y>e6_4}_9z<$GRcQJY|9p-1%vw_! zH~R`fXt@YeV0P5iI46SvvKMm2kJFFZoGZ|R6#>dh8_rOs<)_7=Ll`4LU|ZIpX}EM$Smxbl*;)I zPs<2pNKPsHEjBFBhUb+?&AFZ-2@c^R5@WItU=PY$0e-w zL071V8tCeh(vfns6EIcptw~MZNKL<)wdptX9^YZw@O#F@luCYHGFb(M=?mPTG>*yU zm=i=x<(=aKuHK|VrhccjS=J=npff3|d8f<>rb5bt31$0~ig$2MM96RiP4N2XxcKa{ zUPOJ&X&8GY*u56-rvCm#S`OLK+(_f)X=B4)Cl`AVCi4`^99_woL&+Fa#TYq)5^b^b zlEEI9)kkf+dG37V#V-1#p3}SYCGu_VtvT=Hkcy!GMmC8e@bWu42z(s}^XdUPow4$> z`Es%4&pMn0@g9^+)uldq4I01j%o8c%(GaE4L}G&4lYS&hLaxEri1t?7%CX|_pKar> zy)z8OwZ=TlWThj4*_ILN#UjljGYt^1snt2ie^49=CowT-Cu>fIpQm;0JR8N^^`c#m z@(FQuDC(0R?Yc;^31)?g+C=?^F)%$W7S{P_&}qxbteAKD^3?QG4m_&6xOk@QqP=9s z2lZ}XA?2^(Ai1}wM>5BJIn(Xp@u*+=SP`^^QJ%RZhRJ9d6P}`}%Uj4&RtodFo>d?1 za+i^vZbN#$mgCbnOzh?-y*=#vo5RgD%ArrQR4v>sYzgwxU(z_8r4H(`@SuVApAYVo zk*4uDEYSEhyhRl$c{!#`pB*(NwES#22zjB-Xz3`OoxJ42)Pb$mA9$Av@|taA^sppN z6N_cJw=R;A5Z|$dk4DjXDSlKV5V5FunF&7efMOVyCj)_C0bGw`W5@t8SS|rEr z!NsqR!X1agA!GBs^)aPO*|TAH*On}8nYDu`i+1pMpm(D~C5Q(W4@Fa{_^M=}2FbuS z%-Y?;dNZ%$zJ21m@aR_RslM}kD8qZ+gi5BU%0>e`nGHi@?~QepM@bY|Ig`YgqRD72 zb}b*D3APN~>?C8jdnQgX-}-@Ku(qLLdD6VwC5{C>&K656?P#N?-ONjKkhu%=b`hNZIT z_J28!;J+kVxiGO=v2YbTvo`i=q)*IU)2Y)vL(s18+DtdX!=u0iq3Pq&($ZcMOJ9FR zhMihn)@tQV^VmqmCSZ}m|B;AGD{+7rZ6L!vfy@!ic#pWjnTGhAym6x~d*ALZUODTC z_Tc=@n80dMlIrQqFb9wA%(T2|gYK-1_ZNdYy!IIzLC(H0~Mbl42z_Izb8iB)6B zp%5s5%6BVzvTKY;MslE|>+Peqh^~G;PT~&#+uJT6?Lin%OA9hxK= zF&dFBR2U=SP?v6pcQ#_eflZ|U6deYDlrdiOx}(3>Szd|zQBH8W0RP7HlS`Nr$vQ9< zg`S+#Pb@71_*3Jk4-y@HddN_s8nrRpP{Cu{_+5jcF5b>7=IC=7RfH0K?^Q4t)h@qv z4S+86_V(_IDJ3Q;T^@Prtvc!WrJa*DIsm1M=O=K^`E@8W;3kTsy3b>ltElzUR3BaE zwj3V%dPc^AnOVeU3ypJ?MYzc7DxPmKtKm0Iq-tWc^KD`;Hzf-D!5~AMT{#no)H*#zZ9`c^u;huezVF5b_h+@pWA*6L~GbOyk zsBnULaQ4}haYIh_`z`Vk+vS^4sm0OJPXv4dV>d|>C-|RZH0Z@}|6oT!z9G6~P(AXD zTxZ+J<@=T=y{3^8o)TTj-I=YLyt9lCv8Ak*n!Dd2%Zj}sU+Yv3r%}s2+&Zts9;s8w z=N+XGq?8&POI3mz{seXEu4#rM%EIo&jcv|%AFhyeTYHSPya#h>T}o}Po{U5q{RDnt z;XWF-3+%}Fvlk!VCe*k^HQbYm!RL<+<-9kf&!T}Q5UHN{#@f1@>xJU9ioxL#{r{2q zXzrD#Q#Ukx#ZWwt=0dq~nWoX4tYswS*sSg2yM!s9yIc(c68poKl)Uq8M7Bgsl2v>;Y9pqQ~^mG-qQ1`H%T77Q9w3|H4m9f$35jxoBt*czstW5Hh9~CY|AuVD) z3GKYAwziqvNuv=d@Iv_6LZ@f^3i#k5?nN7x>i0!a?f@LY8`3oiJ4%K*?#9AeP})a@ zZtw2PYPmf43bPC)fYD6RYTaTC)n_VBmSiH(c5oc?3>?JI3o(6;6CJA~=XwY7ApVwU zQ}z#W2M^c^#g<2j0iFC8BLyc;W+-(&QTv?M%zQn!qJ=ZP!Iw+^B_#sB|1JV%W~HK`H&QxAIJ^RX>1L@&1NC?C6mA4_DcCcl(30 zls@afrw*3!BwiLUhkFYN@35p@i3H2)Vj)BXjip&z8KAdE!JZ&l8McENq`QX@c5dx! zzA-trTO*lWjpS|hDcfRw1EY3(l90%=5T6j&`yy(xikHLjmx|-eJr6Fh0!|(LD*?Zx z3-!FayH1~uan-i?cI5svK(HY7l06Qqike&W9j5}NO}D)-jay$EI}V>yUJ@(3t2L$%|Q)c7$_A0-P=nR}Gza7KIE~eO8 zIacD!Y_`cQw*0zmhajVGs?XMxd1DMt%fXJ*(YJ%2;hbThgKkOU@qh03fOeNLM%M?g zo0jibdTs|+CJ%HmLx)#Ci|ASmNp@v4VR2A-RIyN^rR|9M-!$3To_nosC>=URa^*?t zGBe?vLHoyy`p8Gyq4AgxY}2oDX3X>z#C!<2M_~@7f~TQh)QZUUWTqv$By>1~)ld$4 z^})el34*?T_7Mr(;pC0iBYy&FLZ9JO=pd{#*&28Crb0Do6|i)PXB<5Zx}fAk$M=Ekp4hLqg5Ch7K49p0AlV-LB3R!d|PUmm!gbw=q4H7>-F2j2Z+B#V8|I$2~& zJnC?_Q2BS6Q?O!oCK;D*_4fA&*66hUDoQ%6TV; zcZPlfbD+Tx^+ADF^-F4Hmr}Xnpz*cnx%Zf}K9?9H*i=hjEEqpf++vCcXtS;0^AAl4 z9~=yioC7M29+clTI6Yk4&z_+Af?JM?)xQ zI^05#usTn-@9*se5V5(G;{Fak5ATbwh|{=5-(87kvrAS z;~LZWjB*E=Mha^Bqhs70R8Cqu2ELT~WdroKdn4n)sLB zw?K2M*mhi%E^ESp$8pwP356l9VqigCT1Cid!iqD5W2lIkF$P&a@Sm+s{_TEl1QRa7 z4Wt61f7oZxo!RFi{)N_7hEni9dRAYb7$A6(0?Qyx5NCFuaCvDTrl@lP`4P|N zM865#K+~1-GVkZ4$>g;RP%cZG9`OPFQsBRGtK0dH> z%y4kXnaX#ixtkvGql`C&Fc7-tv_Evss;%4CZ_y8? z4h?PYZQ!}-&D&?|y1C?rXwfjMNu%YUZ@Aja{}LZ@tZi#5mZ3_}7?JD~#$_7%xyw%r zZHretHV0{@cFsFFSK@9C2O}B3{MId-5w+s66=vd_p3k#auPO%$&b%qB<4lpMGThryu{BkN=)^ z{oJnx!4Igd+h;r6-p5sh{|i?!dg0V^@i!m&U?rugoi6S{i@?IC#)BQXWNOzVWB|hS z)7{;9VioxbS~_6W?eL6|QSai^luV`X^YSMF#q9Diumg2!jOD@N`Xr2e#(N?%Lqd`bv6qa7EymW?o(WfOUYlKTBwKr`S^bdiX`JGW z9_l6hNGk16Y_c4ryMW%6Uqjanl=Ez(jkw^+S=rqJ4YqL`e6ioPJ+fuBwZGp85Q~#k zHbnmFhcn0dxF236{gaX8T*`kpCYDjtRdjW#(}lVVFfDuSs=`sI?U>M&d1VeUl>&W+qP zwY#}_8*c%3uA2$9|CYo=ZCqgDYpst>#MIZ5D)K zcX((%j(`{!V+Xg?#S_ZPdC#xRn_yKJZgorBIG31A`
Va5YZoi*f?NEkZubj;13 zPGiPWkJsUKRfHvQPFJmomgIc!d%MH39^9>|LIgCZwikgU!j?f$Lf-vB3DNwxm&kCZ z%toNBzOgQ7hFpaDJ=qMc-BWGMt`Q>Oy^O?@gu!2jU^?Bj>Qt!{@gXj_QF*g0=6@ZEeL> zk`H|!+d3!rxot-u2W9Z#65aS4&8?Di(u_mbQ-_{a?d~p(w!dg_Z-4R0ccWocT2WS; zQdaJ}mf!Rf81&yWul`oTn`50!W9aS3!xBl!bP>cmVQ8uGL)ij=57Ja{tB2H1iJULJ zy}gCd$36LOZAe$c8#y>~3suOZskmIKA0>Jm8L4mn`o{jyy#Yl?AVGT@2MklEO;f^~ zqlt{|ng{q^M<09ZKzx&p`j=M((EKI4cVlvSJ6P58>@xl}xYt(Y&YAQp$@g(ALeL}V z1g-aaNJ0uDYgdru|4Uh{eabg?e`~*wpQU%`rYY#0sjHZE@w%H?bd)#Q;GwDo*&v*(hEl z>r69P%_-a`5hP#~g{k+EUy&i=#!rCo`Ra!TdK(6d+Mw56!)x=2-BB0fnc5Pgiw8sH zWfpZ6kQ*g`Xh{wn+$VsyzudlG1|6-clHnaM)y`j?ZrY)y1YIQKxJPyQ*{vzr^9?yG zT|XFdAp{mA@|ev57E&n&@rS<80p}!molA|bc4p2({ZpUGI`Ax3*+&e)_UyRwq0tn? zNo^HWGoHS+nn;uCIKN)N^xM$*OJ(vmhWFO;uYW}oTzhe<`04GbJ}UDW?Hf#?EP$lMu110#%TRwoavexl*xmkDhWP8X4aPZ*|8&7WUGP71 z7F_$5W;pDI$7$dD6DaY{oL9IuuEC{P%71}X{uN*8i(dB*X?#VU2Q9*4#{EfdaK}8% zJjU7^KHgYoA**CvSZo}*UAe+SquN(s}&$}!v;ha;O(j>okBOTESqU^(=w zY_uo8-DbuAEU!&F+%%q5=z~&8NH{?-(BUUl20GI0Nb>h9_3l)0b6a$L&x(={g8{wt zm{7D&h5iepyGdKEeQ2wm&PLwUes!n4`LQ+@^v#{CRV#y>Sf%%j!blwDJLRdUu%eCW58H$k zF0=sTwDXs-(6-`8Q!jCoyp{!uf%{xz5m2m1@Ug$Y9pM&-*QJ$mG9N=2+a3haD)8DCe!?n{zlH%7D(lkYA3LIPDgDF zd1Jd;s9&B~f5k5~M7Sc%NwR7pr8XM%43?<#<+JdW5!0lDvvB_3c45v&iSPDic@kzO zL4+W-cwNb^3tzf)R>Jz*o#&FA7g{{WsZ)a8#CN(Sdh-gTa5DW;9X%qHXbCZ)lAITh zbI!Ka*F;22aieheC?02(R9_o&{K~f(L^=!SuG@TVersJ8`!?-T zGkcc(bM+wigEdq7cg@{F1<1+99=hP2;KLc`aP5O8gUuP`wP#Z=9fjD|7p3pY^c#`f z_o(?w$=Xq#+2_ku=s?Zqoi**3JHrA|VD@&RQeY%O(Wk_uf;&4mk?}2`$U(X3uohP@ znG38zDK5CqyrVGbU&gc7y&08k(Y})d`FT4SheCY)1eFx8nuyuwIoQk%HTOAh zV3dU_zKUc%W0DlB#K&LFW*1II`CUmU=^!MjVX}n@Hm=$mV($%Znyle9miVQ!J^FO( zJyc4zd5+oJhuHa+wMp!!;`EPoeUh=gLZzNL56Xx#HwPWwR??i_a%Gfde9MC)CvJQ* z{ItahX3L{5Nm8HOY3fZhh!p(XNp;@f+2TjH)5>3L6z7ODw{le(rR3n-h%+TPNbK@Y zIQ;+5Eq%1p?Fn<6f(5tzZFYD!L*^!>hEBimYIKLBFqwXcuB*RWb>aN;o^KOFURSRr z_besq*N$|;u{C{cDn3s|+}o)pVj{W`kNzyFuwEXgxWKm51dlUOKK!cf7K2?S6iVDR zYuKUQg&v?Ij}q$fg!UZ9m76CT{c}jJvN|Um{X@|?Xqs_-yrt*OU>Ze&Unjg^NJG|D zIPTL!R}@CF=m4{%EG&E!4HT1>&jOpeT=2fxOsRp3iBocw$q1#PvU&|p+2oE{acz5jxOTKUnP*a02$bM381**N% z%bfcaB7+2P%)gFQMyfmp z)W*_A-jeIUuMZhQ#%UZ2pAkQ1yeq#-g&vT@(q`vc&`OV`ZqiC2>`A`0;^NM-NWN8K zIAsjx5m&NNtDOUNInO=DBy%OAzfqn3iI%#3EQyx-LUi>K>Y|eC=IX%wBIJIg`aL*5 zrbk?}PAiT8`&ahs$#fTcl}i+-Su!e8n8g&Z8$-P@>R017 z$6a%|VmN?8BS!6>7pyWNMz^t^tUDY8^jvDvn-7Il37=YJPC^_>hNe`blbCNa1>mqh zStn>x1K{GPbq^vJ=)I!;{ze$5gODvZ%s!%0R~`FBlq|Ccevq^l?3JLX&cXw~5@Y|+IQyjD{`vgrxDpS>d{7OVHtUydez@Pa>4@Otq z(%R(H<}N51ZQAKFOZ+wNpn_0<_?!8g^;fgIjy&mgL9?4mKK9ihza|#Yp^7KwJUie(cki&gUz$`f z`>SYsY(=6#T(@AyR9^P&Yl=+7wU{!D98eePCwb1Dfg`#n8c$mZ1B#fq_iF>d{=s*{)5Yml zC56US87Ci>`toUzZqgIL8IMioT8a~8rh5kEtvFJ)o*NoMpFt4QnyqhJ0j0TJRx!M2 zt+;@lih7w%JlL5O5Q=O&lp=%TVwOb^>U;a63<8$Bz>i?^;s3$p%l`@B%o*9;A{hAa z0rHuruZ@0p8oX$bR{vAe{A3Aq9yJh@-q~vtH!+A8f;sfL?n zxv5%q`!hZ743w?wk@%t$uQ|`D7b_bLLPCe7Z`uU*$_d}}jo1j?FSZ1#N;9)6%Y zEht^68JSTkOGv1IWj$C#sNK6ypnYoO7bnf}Y@G|$? zRm|^C3$$)TVKG+jb+FZ^vT#o8xS67r%1ud_n&e6YjG0{2r;j4!I~Ed3}mEnx6pzKcUZZ zV-E1wO4UUTfhHDEyJe2hCJ`3b^Fbn8WRl3=$tipyZ~DVSTEMB2DbSt3>*BuL9RaF{#r^cdnLd^7y6}uQCv6<^xj{Hovrj!j;iSs`J(>#-1(sHDe zEU3$fo7?k}`w95sMq(7#RNj9zlAHth!qG%3=(0C{8IUABXPaIFz-?c?Cou+ z$4Jb=VF56;n_7)ll|O-GV*feR0~yhAzU%-5&%)h_ti5Kc4?UY+lo_|@y}S%Mh{IXt zE=aZ4gNE{7Muo~O>r4HGv{(D*b!95rK_6;4b4QHU>5{L2w31Y>#c)o}94d6;W^~Vt zhN9Aa#9LX=K5NUXZ6A)e50>lv3&;?#H#C$UD*{*NLv&d1P{s~-;7YjHypG4_9F{OD&!%3EbpWPXxwz$WUJ{=9CVy*yfn_QR=pDP zsOzXA*OenlA;AjuKl+c1_E!V#l+U#fOKe!+5Uas0oUR~LUeJw(#Y!Tx*{JC{&>E`2Dd9BNT!vL z5S#g9wqW+En!cUqXDEqnC4{*NRchmqPbcu%0pIE zD(=?M^1kuF2LvTaxKC8?;4wx(uQ%hphs&&hzC1Y zx%l_=djeAr$`p#Meaf7$jZ;b5zNcecRdPU+#J|N*Tvd60dvo&w#|MpC`y4ZT?7I$n zudnh8W50gjfk&`YUVKhkuoFEv*Yz~>zV9x39piq7E^KQhbjX@P=yP_JfVf?|wv z)sCzWrf04E#}GIQmuiBv_F~1r`GEjc3!eC#$xd%m1oqC_a)2zF20b{G7L0`psudN1 z1!k<2-Rw9lSQ+XccO%;CbjK@;zw6$NoibL!HkG|(*Gc^;x=Ml8r%2CfCOBLN=?V(; zFZkt%a#;<16&LxyMUTJ*t|p+CFq=j>w}KUnKR5{N#7W5wl70-yCOCA$nJ3QI!-a42 z4B(ji4xv70sR&FCy>Mz`+OXZv$A=--Gsn1mq$m_!Rw&=)ITg)qm(E&@(A^1)BGY`SyRYcZT7cY9j|6NSEeR@EQ-N9k0s>;yI^d4R}Bv4yjx*L)Vpw&Z>Ru<^(z4qY7Lah%kW4BOVP^BoJ zZ^dv;Df`Y26}faZm8HpJ)fa%^m#IDq{Yv`?o;NMq7=95fdFi<{z0Vr38TV?z zVIc^@3xQ#1%b`JFUI5`&6R^6(J<+3TX#G0K#hn;3sJZ;Kh!Dppd_GdL-SPx2=dr0g z&zh6H>^TUhyC@L4Zl9=l1?pVlC~Kba=nlP%2A(kPZF-Mv%vj{i<0MI)xz~fYqrSXo zz5~6vDg5Vq8hQ=yQ7|{q5#LGUNKRG5ObV~Lnq^J56pTO#C&ftX$X+KQq;z(cVF-~z z-T-4`EOr_h?4#LwX_hz7mk^>UUR}bA-hEZvk^Z%X{T&8!P}Lr`a>>vSM88AC#`ydK z`&O2TVSDyux4pX+S5yNIN=uXshQ8i8j;4T1sMw4|GNfyVqHc9Nc*^E=on=xfzoqF$ z>#~4~W=Nv`-nC}WCp3Trhlqw4#{sy35%8fwA758)JSnjex{$Eu?1hXX=J1}6g@2nHwWVs zCA{zO&IjQEgO{z}Z7(2v4-|Fb1@FuAoLjRjUaG{J$b+y+0#Po36~ngjE9lU|1cv|s zH79x^Hvoj3N^-3I+K8Luc&}*b(}tH{jS(?MEnqP|m+-TVANyn{(VRRx|H)#*bhYnW@vghcL#R{eFbC`JiCA_a3g*r#r1R&^ z6j5y}gtnDyFWK5Uqcwb|*RPv|Tt|ubbba9rpvMHHx&d07LsjLsu^}QdU7Rl&4DLXy zM|qg4_P~P3k_1r?dB&R0Lt5}GFY~(!Eb$l$GcPZ49G;~?UxjxRYNfC-8z&Osjw=+H z`#QLVeMKWjLj=fTrgqh{9jm-&_Xs=2SYQeOFf^HqwE>WZd{cXB<(>oAVlvIy50*ye z*tl4}Q6fA&b?%Fi$#vR(c$#}tA2%Q8c}uBI6);tAR60)9qdD|rx;(K)1!?!O?fHx{ zXIcnlu6k_`^QIajM3qnL5aL%ON+Z+Y*0fMMar&EXhyDN{x?Ocgh|}#pgVe^lNhw^~ z&=jT&UR9hoT~o_mRl#X_f(g2WhW%!gXO2v;r$dhJN_Pt{l$X8Z%8WFQzROehB~~bB zmhu^Kw^g(H){TMt$cF-ytJ@d|k!}J_8>s%oXb$PXmJky$8!mpEb@_Rktw#;!lQ?Sk zf>#EasE~1Gp(X%Dt7}zT8ss0-KdkvT`Kgnj*uizli@-ICEsEj&dgV$(pgW!@_qEVZ z%)XY*&Sow_rwAkeB^*YIK%m{wh1H3IA$H%L-s)Q~ZBZP8phBfT`hv?ZrWK2@;W|?l zrK57wD3uQgEEWwHIFXE=BWA6!tpEVrOa=2?07NK%$@BQXGtIPWDzbJH$!g?IrFeVt zPOdR>7eQIa{2v#2WNUe_p)aVQ36Ul!_vg5fb#8)1@DB%jOZYIxlVO>o;;p0?MY*at zq}Fc||A$37!1L6aC4XQR;uQXf2cPGh%)(&nzWh`B;7E2Nd+Gr6!LnLoG!-QRv9V9w znkXdpnTe(VkZb9|k%|&Rd+Ktf1810?bkL>Sv_W;BzUJ2O({yw-325bTrGmB^e@*&?zT|8eX4D@S(d>pORg!CvfJ==03f>( z*{%hgOAB1qc>nt?*;ZIAqfM6q4yr9Q6?nSZD6ZbToT&8yUmbg~WIlVR`kfr0e5C!E zCek$s+3Y2+=mvh%s&fdTx&pqKhs2lVL+wZI34#F%`EPcYT3aK77IYF?#znHX4+<`& zPrr{RHuAT(9ne>%tz{-M_Fm?2(5&N=Wrp}Us=EJr z2UNxM*ep#_2Cck=YT6|&+&@DbXGF%}DTxir;4)n7v56F&gQIklrOJALz00;AT!?EP z!?lzqEpy-*mmY?-s+89$X*J0vEN4yt0LNpx``Lh*0@_f)6mk%O3ndQ{HWSAE={HMoU|>?DCp1T(2dpe>db-YfQp)K1n`57M=}p8af|gU={PG{4q5*wv%*N}FRO`PoR1#$i z?eUqUpbSC{oP!YJl{}~OX3ly}ilPJs!@Oc4b4hvKPe3ug|MA-z+nG7LOr@^XId@X` zHJvr&aVaMZ$@vL5eDk?7T9?AMHWqF4-LUfdY+%J(G?D)EfjS2dCIRQag57U;e^z|T z@FnQG^X@8MX5ipviKT>N!Itrzt6yxzj0^9PwRz}NrYw_uAC}ls7O!2?>h`8fTz?i> zpZjmiF6=T3GTC+Hh;z@&9|8%9dS3b`OfF>fEEQ=maHTT6f|GL*- z9Qg@U{E*DFn^le3Tv06aEtslslAgK|_{5s3Dev&$PqkeUZ(q>vM7LJ(7PPr>UclrKH>hs0O=;=*GM)%<2SSaFMHHe zJO8O$^uvNqY~4HV>AF%nYg59h4%JQl=fmf<4=>|zw|*Ub{C*RJE5}LT`rQ&jnzLP1 zZA7Gm-x-~aW4%_o=_I{!x5=}1D;L(z>umU@R2sX?I8+Bk6Y0G@Nqy~2r*hyeceb^S;HfH{*A2H^hh+1FRR z%4tNo9rH6_6wQnx8rY0^oR}DTMA)V>=&0CCe=`L`5tyR!W1V?gR#t^F=lg(b_Bu=m z=&h~3CIX;Bo7BVr4xb}IQG2Ldzi^$0i+3%pe54>6633pw-(lg}Oh=mw!%;vd`(N!{ zc|6o@yZ>1eTF5q8nivsd%~m8@Fl1k{W*KV?QuaK?h$lNEBtrH*``9Dt4Q#4lS2h<=roY2BSrJibxQly#4~^ zlyg*W2UDza_T{9+S0QRDNKthL{)~8NH(TyZknA}rrpW=TYgtC15xOWJAaaC%v*5BC z!H6EPvTuG}e=g54gmP_c!q~+4k+7w`^|eF2y;CMY_rpfO8Ne1^#W@na-D!Wv^BRP+ z&KUb8C+NanA4YQ1aM_)Ny56GWYWSVg$KVLsMrhiMWpZV8Wxk>eGw!uoWE~KHKI9z0 zsmODtRs4XA97u5`7&hxJ1_A{rakT9;xoWq0^^V=T0vi`A&d^!JdcbL>TIP@4L(pOw zwqg}QJv>#yI%>sZ$|?bF zX(Eb4p%_q|{0wc6{kUn#n8~7c+rAdi&8O0f>!osQnJROf23_a#M;S*kXrRcS;9$Mu zsJ#QoE+$J|1OpH0hYoePTVmeaqCF5YW#JQ0c=D=NPcTdnwad+$$bf#E zIpkb2ak(pdtjjX3_Pme~4D@0u!+dotyhs+oE*6m~Y{Xgh8J|jY-SC$S_ut&;0jm!! zs%EO3!VW8$wdJJ^Tk4bbieX(0!G@i*C$A=wS*-iJcxKxx{!l_*I7JuDh8S_sI=(AH5VhY!Va* zjpfNysL^6gTWnJV6;yq`XNOJ}^TG(lt`^TO=%*@kzZz8DXL&#|q4FUfakeb4*_-`? zp0%hJz)Yl(`TbQbcEd7DIBS1`#Ad&l(dg8d?A0k~+sv&NxHT0=buYT?TFp6Ow&+5y z%afMX4YBIw*cQd>w~UPu&cj zsZHeb8h{*B*f`lmaZ|zY-LlM5f6}h}%e#^A4M`earg;;?B+RsuNCN`(yux0J=7^4h-QtHkK0wA$!_BUuA6w`>ToIj z-EfItBQXw}Ze|x_>m9;xLA{e_ z0vauGQ`)NQb<%4cQ}q0zdv=T3JsJcw>PzxEBTv_{w%`WP*609$FB*8 zId8uA*cdlbM9Fy?lqvLZpTCdZpB9t)60#?mOOS-Jbn3eTLV^cK7{R~G|KrDmb@R21 zzy8?GX!_o~saJ(OE`(`9yY~Z^Wj^UO?o1G1;YF=8MfD6dHMKhBtHv*s6S+970kY~#;1J40PHw7hbi*D4fxTL4 zbi>b1R^AMmfhac7bsSMmAWRZ{6iMxk05T*@Z|<(m$ZfJPlKMLG(dN>=w&lAh@Gg=r z^K5^=ng4?erKC)ur$?gQj#+ z#=^56nAoCc_P95-amYs^!%7%?F{-lCOW{x;r}h zsS0|AZt{x=@ortnocW!ht1@=ZG@@I7Ql(P{xeZ@rmay8CKRQ?;k>XvrvLaM`U;2bZ z|IxTP19PzuTk{EwG^3&|1Ydb+C*T4R)d~}}u&}K!N>fWZHRmIZtTYA04zuvz3c7=) ztAUj>nr=ko<5r3-Obiw8ik<}&Ef>JjiHqM>bZJQ07EcM#s_}eS66VAMbT%v>7WxuOchB%K& zvOh2Du2T58+<37J6;UR|Vn3vYl`0UMxHDB}Fd`~c2z|_U6o8hz&A(e&*_g##*XGN_ z8jt;w-tTtq*35XUgq5*NVtpaL4~7-9^$av!i;}-o>XW$r_WK>&~~`AKuMp*?suA7c=0r1G^IcK^UmYUOGpb z6G}7+H1N~M6Mi%-=wtVTkc$X)q0pahtSjwx2WgVCe~F8c9I-Fbbprn=c` zShT`?T9GWVwW=1ygQD4O$vGFhKjnk;gzrGtIE}m)I#2s~7e1uclpG1Tar)|2c&w&y zq7$g&z+#7F#3JOdnm!NzN#|%SYT|3n??;in%S$)$2cv>6lRpZW__?>^zibr!Yf1fD zQvV?bel01Y;`lGDQq%_`SUlC4kzxArla=Jc$N^aVNzUK;q@Ef}>Ev6lf3(%#Lv@Q| zsE@88XSCR&Doh7sC`@aLUzB#a1{Y^iqVPpPo0XKv45N}tCj|VAVD+Js%aZnmt3|UL z+R5HAXS%x$&eLa&(5tWqL-aPn+1`@i@eN24?$JS|WBBS_few}ep}H%SrXAS`xZ9~O zDX6pxr!2j$+4bK1{d5OU7A+B1UVZhShH;QaPIxobss=MIq`KFl`uH`M+{uRCl1^>5 zeJij)DhL~umArF@D^dM#AjKSflelH4(H|it_JR~vU(Hg}W)w>nWr-zqy=F2@{81zr zzC#asnXSmTfqX{e+lwFU}qtiv%#}U-D;-a*zHzp%r7!%HeMm|F63+bDV z4N6ll*FU{lVLia;t-Z>SX#s9SGMpTfOXvB}Abn=nPL55Ul-Mtk^egARv&OCqdX@~O zm)GJF9xGj)JO2$3JZ^MQJi$~9>da=N`$QD^48^L>T5h%|^`13hS8R8bYXlG3 z!E$DHr0HzbNjY)=Al7c3m$NUgwJ+c>F05L~Ww^$b2rKPe+Vrl%JS&USZ1EpDVm2Sdy^HJVUMz)$Sl{)&-eZSF zu$9ZQ-Nqtju)afE3p3kPzsB-ENp?AR!#bbnor-PuzvZ*hU;bId?pWZ9rPIeY^vdhE zI1n!MB`q^wR~Ym?$zR7$V-+bHY&NjYxF!G&Igt`AEMSyeNJ*pv-9N3;&VxGk_^_4*Fp(&Ajn zgsC;NK%K{5m|7zr{q%8DQ}gHG&u<*p4Rh-OSLm&$rRUGXTLH5!-aFX&WR(6x)HU+) zNA%Ay2g&IUr~++og0m!VpE4^{^XST*`Vy~Swx`c#-6qxv6;o2Kly4eSX%sor{x0^> zqbarrLP(T>U;ux-iIBk`6Y9>8v&F;0A0w(*C}sDxwJYirxENI72Gem~53Dfj{pJ&f%d>Zo z+c3h9o0y$-wspunC)iuqh-B=2SVQRy!}OlOT`ArHLK$2pC3KhFYxK~?Z$Pwq>K9kd zFO<5k9~8Y^Iw@S7x&GoJ`Pq0FmOMYV%NB-aB1b?0MD{L)2au-H1=3VJK3ax>G?m|j z)HiVq#hOla=}`tYoGNMi)TQ+*hKj}=m7{O^VPU0mI!dE^_D512Z>A)tK1cC1P%1ItUn@?YUFy9#5}*HKHQciG=t@pF*Kb;F_q5flUEE(ZE&!wb?gc{5f+6s` z{@^QnBG%UddfhMo!*Om91)w|7U_x{~*-46#F!3G^uzB~c@tz&;&|r$`akPp~D^@{Y z9|CWUCPyP+z+Opn#BgC{bup~W0fe*9uG=D3GQlVQg6Ygq@QGhj<6YD%HfP?NwJ}`n z7T4sZ1J{xJj~+nDS!}Ea!xuwMczhr1d$0bOWo|`MU0J2NHdadw7S#4OG;}s|;-Y2= z<SsCY_&b5kki{CXFUMKU)O-T`0%8Cp#R zbxlWt)e4C4$F@%xnVGe~-XAn|E)C|{>f#ftMJYz_9qqUC?9PCz&>8}U1MX_-#*^6< z-ZaW%+-ir~U?{ZfAJgK=;2X2G=xG|s(>qU!cK;P0ZM49Z@uBz-=K6%9GoQ{kUOY}! z5nIyME3?!fdxX0g5Dy={vaCT zjt-pzpQm5phrNf({RWW(mBh)``sQ>FUidmwl-}3AS~JCnx-fr`>IrnVw}vK;MY#Ejs0*M92L;T}?A7bnHrdKYmuufWm37-q13x#AlD zLViRuS^70rw~W>pC2hBIJ94fNAxHH?UixZQnf`H{EALC{_1ZvoPnNF^9#R7Z0`ozr zpwScLX}R51t_qS8lN$RBCUbC+D-7nAtOi(omFodI?mV89>JIaBL^a=8oFRA&dQl?h-^E`__ll}sQdeCxH9$M~K?L$gVQ$MvOWE}X3( zVL9~aIbm}P{Z8>{(G2vdWb7`tJzaz0!U~n5nFg@n_Vcb=st9F*aG>&O*cA{C6s0jl zbk%yObu-ne=BdtU-7WbAcWS9sq0jxxs2l_RK3Y6oi7l0)cAV2R`iets^5LR7O&88_ z?#4&LMZ7qtX)cxvI?AW7Mm7c$3q^O55Ns^*t0&pdf<2a$*PM^9*nBgYF1XCS*l*(T zgzSa2KJ3~E+tMG7BBaFM^#Y%SOE4?}S+&axBk5DJAs~UCIW5?125PAcxSxbk zT;4(EWET|~*~gf4`3!smGSy}tMVlZ%)R|qA%23j32G_lOqU{YIDfa5X;18=1aW#!0 zAy&SfP;<$D7OT3nZlFHSVdYib`Aef0hBB*Gk|`c_=BvyXi;X-THYX)~QrzKHh|EXz z)lH1co^j)_?{c=Wf?Yw-Dl7_f*CNKY!AmfeAD6>1(D_bZ!MRC%Ylyp=V`hOfqL zsFhaTGrA-v=p@{HhnY%AzZ^rB_rp4rLiphdcu4TECsI7oqWVdsdOs|@g%3%HK9KKs zXXhz1t4FJgYUMeX!@O2`^^9N!7>L^zd9mW{fFKUC!I|ittxNvhs!E&m3og7%nqOl? zVrdmoFc3kQO2%X0QXB5$u>%SOU1BP>Y@T3Z7E{OGtL2K}uDZ-6AW^5vioFa*%>qRQ zXu}KaC@FM*Sb>Pzt}+R6?r3m z(hAfGB=_%U>LUtoQ22}>KcFnpPby)!A5)=9bSaH4KjJ03;_2jC91S=mL-1IBVU zd6r{%LtbK~nq;oKLNq{{jW`?E&BH`%=S0iqL)*}gIn@}Hs&CcZtuDVuCn1-t{TgS^ z^6sHE)xP%Bpi^uXS{FV~nseazJM~1ZAWyDZ7l_UZfuZyB#f?IsQ~*{5V00kd${42b ze3Ue&d-5DEb|t4bdM&SU_@!jmO2T#R#omlOrtNf#zgts zMh1#j=(O-TxT8v5sCHz^Ys)lF-hM!{G$7fHMd7`$R_bditQ1c%r{-C~olcWWUVIm< zrZz?|WjfanK|q_n>%Mvets@5O_zB}}`n8VA3<{)Q(?E-9cq*ld4uJY7N1eN^MkdB^ z+YPPiEup&Zy^&JuQ)gGnDAA>*v|`oMHi~e7ue2=cVtM3~7R_xws_fCg_x3fgWPVe6 ztmZ4tDhE)AlqWnQ5EA{#ParZj_p(%mXXX{9y&^?cq0@aRNaRW6?M~JiTdP8P4VsA- zGL7G?3W(g1^+1M7_i2qMYO-JCw;7Nw!TwV`78vm?S678ILCV=6=2x=LWWh&2D4c$4 zTvngqxDy$cS>XvVKdM)oowYyKV&ob;k|NWA!-55??0PE@Mqe&oi~#Il0kKA386P$d zRvfDy4EJ|r#YNY)Pvqo!(drOdIISqV?=TL^QQ=d5c_LENEAv2R6 zm#d(sD&u_wPYg~lj}3~chDHwY5_Zv`n8*MAtZ}@N9ICH+&$6xBz=S=??p7Ovp%KK; ztZ0vpDQ6pX*jeUm^I`8rH*Zy#Vl|kAsS$i{awUsY9T{v;_N7UW&%Ro&dd+`K2H)dN zS53)C-rmaJ{we^pG6ps4N%36;8h%aOf5*gul{vw&5MR`omt|H2vnFUXi_}piX%6~aUNptqN#PMC z5CZ^PuomU7gel{1<#IZ%2GL{31&PIw$(c7L|c$VLZhlHtV~A>g%51cs(N zuDKcb%4GPzvh;LC3N!vxff(3kxwn6?`|@&IXyDSeYQipNRF>qevZ@Nh$8-0uZkl-B zKE#2Vtq+c$uXnn)Y2L_5xV!KvHCc8_y=R-d^cWVEUwu+;X{T?<~H zlTWK2rSw{5Fr3lcxQ)3v1@y>v>o^`Q(%IW)$d=4d6HK1`x$Tk$VG9LvJ>T8-xtAR8 z`NZh`%~E>agh%Upj9s`r8UCEH;QP z0E_s1g_L^D)9+5#KIr^5LZzAaU7@xqWFC1&RXi;o zIP`TOAmFn0d8Ju=J7 z5?iurh8tyUXFS5Nh(|$9U9hi`)RjLEo?+os(5oxbK1!Ju*iXa!#q^uc?!1aWc`@KO zC0l`}*6D~|QKtDhfi%{lyP)sGtyer2?bhH`axm&9_Muo zGNK+AU58eL!kx~BJIg?{)PTLq-%p}}m0bg8kd`hBL{~bO8q1<|%dt5nJw?Rb=50Ars_p%DT$LNpLUFd?nI6G~P^*!M$cDM5-K(aaM6!S0Ee zwoOv=pxpd^7CCJ08dsaNe7R1zKm)xbjg<4oy6pUOw(0*7Ykga-P6w6riucp(Sxay4 z2KDP@W%tQ%tFJ5vADB#^!Mfge6-S(jP$Z%4-Si=;ljTw^*>1~q%XE&4B_7D>Py9hX z5b3MvA$^T0mNBQ>-Xv9J!=ScYV{>4S_T(*DbvA(a>d|xpF@eRnUuH&e8g}>bx zw;8Ktd4Wl64pm9ik0L8QZke)IYp<3k-6jmN$lbi0rEI;#16%pLx)953(##d3c zTPAgt*w#stW=GD{k<*K?QqsC!yXId(4ux8xhAjqRqa7YzDabJKAa*LMEg8yU> zvl#(0nL!9=mub5_dF0RMp5`qmU|N~9;=DSncF5g@s?Y;lCJ|aHQPj}Qm{xiRomNF2 zm|Utq@}HVZ@4%?bC70O4f(KlRkQ;LY!jGTg=$W3->zwZ{^x7AqM!%+tRt>DayvvB4 z*rp!ne6~_NH|$bbS7!uQAF5|59art_7ijITde5(lX}2QBjMDCRYr8~r(MpI%dzXDP zknzB9!c;2B&+$mARHBD-P_;$2s}=T`KC;P4)zA*3N3O^D=rn0->g!*w^*eU(L`1B| zKJ71GRN$8kKYy&~DZeh%LUkgLDMq}2i^58$MUF9zF>RH#DD9l%-eVeC*JFNnDN-Xi zwxh)*NSkz`gB-z|e$e3Q(aM{#eEg?WT5!W?{-t4Q)_vK}jXUNaXPYJ6cV;`D%$6Av zXSl}B7!R3_1LF3$Mv=Cj{0XTev6Fy1ZY~8UE|*qUqoh6!pOHt2FHh3BHeZ}>gI&z; zK#$%o>7&f0%#{sVB6j=M`Eu_}gUFXJE^q!j^Z3-eh_)67+;Hi~4Tl8VKTLvY?Wm7) z+Zf1Ew`K)<@hb2tPVkVnoXiP%^DB+}k9?YY*!?Swf2HxSH2yUB&`$F;NZ|4}`E38I S8~^IY|Gotxp&Ot1Hui6+UM*Ju literal 0 HcmV?d00001 diff --git a/main/bottom_nodes.csv b/main/bottom_nodes.csv new file mode 100644 index 0000000..c31c725 --- /dev/null +++ b/main/bottom_nodes.csv @@ -0,0 +1,10 @@ +17栋,18-3,1 +601食堂,9-3,100 +轻食,16-1,100 +超市,14-1,10000000000 +102教学楼,9-6,1 +101教学楼,9-6,1 +103教学楼,9-6,1 +PDL,16-8,1 +银河楼,13-8,1 +航天楼,14-6,1 \ No newline at end of file diff --git a/main/main.py b/main/main.py index 0fadf91..4add375 100644 --- a/main/main.py +++ b/main/main.py @@ -15,6 +15,8 @@ class Point: self.x,self.y = x,y def line_dis(self,point): return math.sqrt(math.pow(self.x-point.x,2) + math.pow(self.y-point.y,2)) + def mh_dis(self,point): + return abs(self.x-point.x) + abs(self.y-point.y) def equals(self,point): return self.x==point.x and self.y == point.y def next_to(self,point): @@ -44,7 +46,7 @@ class AIPath: self.frame_bottom.pack() - self.width_canvas,self.height_canvas= 800,400 + self.width_canvas,self.height_canvas= 700,500 self.cvs = tk.Canvas(self.frame_top,width=self.width_canvas,height=self.height_canvas) self.cvs.pack() #加载地图并绘制 @@ -53,11 +55,6 @@ class AIPath: self.draw_map() - #画个坐标 - for i in range(0,self.column_matrix): - self.cvs.create_text((i+0.5)* self.width_m,self.height_m/2,text="%d"%i,fill = "white") - for i in range(0,self.row_matrix): - self.cvs.create_text(self.width_m/2,(i+0.5)*self.height_m,text="%d"%i,fill = "white") #初始化控件 self.init_widget() top.mainloop() @@ -91,6 +88,12 @@ class AIPath: for key,value in self.locations.items(): self.cvs.create_text((value[0] + 0.5)* self.width_m ,(value[1] + 0.5)* self.height_m,text =key,fill="black") + # #画个坐标 +# for i in range(0,self.column_matrix): +# self.cvs.create_text((i+0.5)* self.width_m,self.height_m/2,text="%d"%i,fill = "white") +# for i in range(0,self.row_matrix): +# self.cvs.create_text(self.width_m/2,(i+0.5)*self.height_m,text="%d"%i,fill = "white") + #A*算法 def a_star(self,start,end): @@ -212,7 +215,82 @@ class AIPath: start = self.text_start.get() end = self.text_end.get() self.a_star(start,end) + def find_planning(self): + self.find_planning_with_nodes("top_nodes.csv") + self.find_planning_with_nodes("bottom_nodes.csv") + + + def load_sub_nodes(self,file): + locations = dict() + with open(file,encoding='utf-8') as fp: + for line in fp.readlines(): + items = line.strip().split(",") + locations[items[0]] = ([int(num) for num in items[1].split("-")],float(items[2])) + return locations + + def find_planning_with_nodes(self,file): + sub_nodes =[(Point(value[0][0],value[0][1]),value[1])for value in self.load_sub_nodes(file).values()] + + point_start = Point(2,8) + point_end = Point(19,11) + + point_start.gn = 0 + point_start.father = None + + frontier = list() + frontier.append(point_start) + expanded = list() + + while True: + print("------------new round-----------------") + if len(frontier) == 0: + print("fail") + return + point_to_ep = self.pop_frontier4planning(frontier, sub_nodes) + print("现在判读单节点: %d-%d" %(point_to_ep.x,point_to_ep.y)) + if point_to_ep.equals(point_end) or point_to_ep.next_to(point_end): + print("succesuss") + self.get_solution(point_to_ep) + return + expanded.append(point_to_ep) + + print("现在的expanded:") + print(expanded) + neighbors = self.get_neighbors(point_to_ep) + print("邻接点:") + print(neighbors) + for p in neighbors: + if self.contained(expanded, p) is False and self.contained(frontier,p) is False: + frontier.append(p) + p.father= point_to_ep + p.gn = point_to_ep.gn + 1 + print("------------round ends----------------") + print("\n") + def pop_frontier4planning(self,frontier,sub_nodes): + min = sys.maxsize + poped = '' + pos = -1 + for i in range(len(frontier)): + p = frontier[i] + sum = 0 + for sb in sub_nodes: + sum += sb[0].mh_dis(p)*sb[1] + fn = sum + p.gn + if min > fn: + min = fn + poped = p + pos = i + + + print("挑选之前的frontier:") + print (frontier) + del p + del frontier[pos] + print("挑选之后的frontier:") + print(frontier) + + return poped def init_widget(self): #------------------fro frame center-------------------- @@ -237,13 +315,15 @@ class AIPath: self.text_end = Entry(self.frame_bottom) button_yes = Button(self.frame_bottom,width=10, text='确定',command=self.find_path) + button_planing = Button(self.frame_bottom,width=10, text='道路规划',command=self.find_planning) + #位置 label_start.grid(row = 0, column=0) self.text_start.grid(row = 0, column=1) label_end.grid(row = 0, column=2) self.text_end.grid(row = 0, column=3) button_yes.grid(row=0,column=4,padx=10) - + button_planing.grid(row=0,column=5,padx=10) #测试数据 self.text_start.insert(0,'图书馆') self.text_end.insert(0,'17栋') diff --git a/main/top_nodes.csv b/main/top_nodes.csv new file mode 100644 index 0000000..cfd5750 --- /dev/null +++ b/main/top_nodes.csv @@ -0,0 +1,7 @@ +天河楼,15-12,1 +体育馆,11-11,1 +博餐,6-16,100000 +游泳馆,8-14,1 +八队,20-16,1 +科技楼,2-10,1 +博宿舍,5-14,1 \ No newline at end of file diff --git a/map.jpg b/map.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8967c4038509925d3cee21b01cbba055ee87dc78 GIT binary patch literal 38043 zcmeFZ2|QI@-#5O6lm-nH!l@9EWR~fqLJ}hLSjLcKmT8xgk|Bi1EXjDvklD$QA@e+y zd7ftu=j`(?-OqhR_kG>Zb3gCk& zAt8Zoga0974|E0EvwJtiZt^`86cl^+?xEaIePI8-ef#N-9HpXWq(?C^(laoeWI4}v z^7J`o1_pMav*#}G@bmMd*e;3-^NOA45L9*@vKAB&4Lf z$Vkb_$;iOnZs7M2*@C4h(u791{8_EIcm$UBdgs4@t=xnOWJNb8_?YOUuf?R#aA1e`{`OZENr7?CKsE z92y=O9UGsRTv%LMURhmR$8BuQiv%M5%e4NO*>CeY4Cb|qjEt0wVryO`yBxtqdYFv- z6wmG>l1dbJtdE}NeY}VIazN~-lD*7)%JVb^HcgbrSojB67q+JMb7udsiFy2|X7qcni($@lXI|cPyz2ANh%JdN%|?Gd zuMj3el0*m}^n?gKj~^1k2S-{Vo$&bcsV6Z9myqK^{zPaTO@sm;zzfuH>F5FxB2W;a zMFlG4bgl?HX(18vtQ#Ui8&pJSI0A*2LjBff`ay4K4n1J&M1&CV4jdbJ`mhZCycLQF zHG-G3^b?^$&L?q?L>tz1dcm7wz>TscM5tVe2<>}YNraZcoz=qVb?^T1e+}thtMo5f z`j^K2%P#%jG?jWU=B)-Pyv5W9Hwzf8Zf&Y&IZ*K?b`9PT4!m$sRdT#?2@^fljx~+O zq2`Ft^l>)C*Za{0cRsjUvz-Xdcp=aIaz*AOcD5n*xO^(IbyMUh>Uifk>fR=*yRe}T zr)ToxQzqfN&)9vDwU~qM-W#L{T`2N?4*#AAt#+da!r;mKMCh9p5weV-iXO+r?D$dq z_M0Ib@~_ALwRHc}#pX+^J2`CHS7Skh_M*ZvQ9_;85s#c7My)iw_^MP|7L}RNgBiED z?lUD9LOH!K$=QY-kRw8^TcH*a+7vv9gb=a`&LQQ@iv{7QPN;GJh*h3I(;^yJ;|R(z&UqmGm^ zEV=uSlyLfj1RPg1IksxCDe$g^2$gCV)JVHwyE^N4!((Z-@O%Ohngmf`AWVp~9<<#r zNb{jR`0b+AqV)2EHj6V8DN(nioOAGJ;SCU&4o4FqQRu|D)*c97_s3OR-ujcfqu1!DAvMPLXB_m+^wd`9XwU_aQyH>#p+Wu8JqH z*%KTuCO1c(wW-sLMmOnS+Hsc*o{yU#--nY2wk$g@Y>7a#OtI}pSvzjNg!+fiXOa95 zdt8SI`4;bnOBo0D&A`YJ^k=uw8bW2KYf;ZTmCfEe6+)(o=Fq|hd)y<+6-?I{BC`pE zj=Y)(#T#H)FH-Ny-q@c0XM(y5;>+j`-D)wP5@uBWYGo)ao$TS;~{)3$0r z#WlrGk!C!2r0-Drfugpaz3B#AEV6Hns7{fw3oH9a?2kGwrtVpOc&w~cd>DJiSyMY( z6V0~4u<4Z174N4lC;GP2=yBo_*YMNi)_U)}ccA(&hA(cH~0v-K9`^->g~7TeoGWPaMqaW;x0c;Nu6e80VeI_cf{2?>5g- zu5)PGV{m~s{oS=UG}R|L$?v-?>5Gana@cx@w^UE%>$3r0ClaBPDGeJS z&)e9GVa@Nbo069nm(YIW`Te=(Dc-nDhDXQA{ItcK`#aLi;YCW2QKo}rGA4Z9|4`Qa z`m=5ei_Mx#-_#!NlcA_W?&)%V^ zIJ{Y2WVZdXGq~kzkLr?XQty#E-idqlofsB z$)J5qSy8^8ul|IGOpqdpf<1%r`)+4^SC`n0_=Conm2np$^i;uK^V-BPim=xrEB!>t zp(~coO_KLR7GByu54h}EbC#LZuQ>R7NAvKpjqn_YhZjQ^kZbI5-m894oHzTQUKsRx z4>0Clxvl=)9}IKxWc&^)GUIYr{dhy-i-FglTKad9L{G)nvgkw6F}%}Y~DH%`XZ6F zb+i9p?j`+y=+;qgN+ML%7Y76zkJ{j|nCPA=>sYNW(5iGePP6hn$3g>qqHz%qZ}ym7 zfA^ZFWGC$#$3St9#1Zd*r!nQRfWmvF!~N)uJs9!0LVOL$%H;KEA+E?(tjuUZq{a=! zw$U+*3B$CwJPyt>BBX|%m_vX+CtF5m6QQ3gDbl^{yG>LdG>I+gq;m(K)Whh>n(Mtl4uNs@u!lh~Vhf<5N6v~* z4Ez`+<6aySZvLJex1StJhZsE_+WM*0i$eR6B$+N-TML&N#5D2+W@gg1yAs=^MX=pr8IlSB5e^Jz%J+9alck>_VFZdm)ekpcQXdJsjgeVXntqq4_ zgLw?zcY~V%gHSB~SaBpqoqOHL<)L~BH|UGAQT)$(B>l2A!T(d&Dq$ZYHN%G#0i)VT zepk)ilL(z&4I@H&0r2>)tY0?izu5+*zx?u<$6SKVqQ1rD??7*HDc&w<8u!_aY8#%o!`y4JE&G@x2C^IW| zPrzf^67fgN>5F-o6TnU!Lv5_<6UbBI_j#vrH2EaNmV_HSiD-xfdGd$LkV{dkH%3Q! zQY&2||2r2wLIY$F3#1yej$StCXvtnW?g zeO3QOCtRuv6Cp86>>ThD^yq=}Am)n_>|3jWeINEF4EZvB8=79w?UCpGNEOybV`IHm z5LF~h=K57eKyRYa{r|bv0ia+}P@8A;g_;0!i>f zR7_z*Z6f5ZUkiJxw(_s1-PU9_W%(>&AWoHS+3t`@gqX~TkS@idKu@TNaQ>Uz%eIz+ zwu2wD?no>9*k2fr^WKafyPWS&v2N2)jh*Gs$y&SZ;Lvn>6L8 zX^I5v>_xq)f`XZNA#X6@G?M=i2f-hg#-4d~QLY(vER9GaYc1zW5;X6+! zLsy8V?6p*a`0;B#cxjLHbDi}`TaX^sP%d#9A3Rs8!_}ebR;c;oU}b{r@oD*!9(>_8>857?=cM)CU2@*167%( zH=LbB4(`p32Wi_BD8vj|5+T=|_11QG_M+UP9M8d=eJtKjJ@55LICluBf!Ln13xq&+ zV97nHZEqMQONsc~(Oj^jKA|M@PDzSppLI8u?kPum>TmtDKcJZ2h z-=-rGYFcQdsG?Sqf@r4nGaK;!YXD2w7es`lzv{{9Wp9cB^GSq&nYf*YUcRS7@?_yH za=jjW=X>botM(-w4|ld3Np$tg^l|L;`UD^cO^P}R_V59CIK~WK?I1!@;x>jv=m!T8 zdZr&FSO(KGr7TH!0N1(1H|4R@R41fcRDcQ=xffD=9K=876Tsy%NhF3v5TRVvWnm8B z!QbI?|IDR!{O+jV6mk+FX7`swNPiw4|B6YpXsbc!n0i&`VTP`FH@!hSwZ#9RS9BATGw)T3=8*+uy@|~ zEx0&otDD%J2CUQ|_vWmgGngpiT6gsxPOKfN&BhKot%i~0v>q|b z8twMG^z|+GH)+1b?sVs)r05n0wi)Rw+x~6*9HA~k4eO$Pog>AmmGncR4QL`$ zfjtk0J0$VGcXt@!abxsc7C}MBYO}CtzX*FARz^aF^OuQT8Cw}g?Z=Lu1(Jqcb%y4E zeg4x3Y6xKlVp?PczAgwKV#FVMI>Y5K?l_q3)C{~#fw}NA96exp6agOM3!ElWu`h+) zUS@IMwKZOO%H60!TG}yTI_4tTfhmiZ(OI}da_4{Kb$Wj4Xa@c_lN&5r#TY^mT30VM zJ(RN29r4Lh)Xptn*@^DTq1Ps` zrFnO>k5YGVwi7l$jQ74dQCe4B;m1M6TSVy9Q>@n_jWWjKu1?~2(FB4pzR8I}_7B`{ZsU17jgAo!+Wv&8Lc3j7>x}LS zr+{kM-ZS>let&27Tj42;BC#svO2h6OJ^A8l-oT(dO)0}JGc|+slo!1aj~u}q1SZTy z4tyN&%L=Ugn7{3C(L2$2z2CD3kQJ4x4)kqMnZfIHsP&G03;y~|7=e7H{i_#{rQ?jlTNFlD{bzkjVek~?j~*z)CGoM+^#Ypp!4Y7~T5W|8794bcsoF$O?C2 z4m%T#ywn<-ido3P`>yq^HUI;iX1fe2Nm2j2RNAo%I0}ND{@BgdKmMs{fcE5;!5vo| z(o0kX106~1^fa|VFN{X7G{VeU0^9W6nNAVJD7QjSAamST4g#F1sUethnd+JT5;a&o z{Y~*Ll(38&=MDF86QUl8{v(JG#6i!2JKzTD+p)FMRC;&xq8Ctz)D*n2sZSu8s{NVv zkZv;|eH|q8HHbm%BirUbshcHKUolb z?JWl<>(~X$lan(hw-=UwF{V1QlMKycu<{csw$DDq!pkZhG5#=O84|o=rfa1(x z5O3#^-{mm~g-od9dGTSNPpmht=!Y%S06QEOtwZyhym8s;2?6tQ4!tsu-PotDK()TG zB33&_D8aXAc#ql zb9?Y9HDl<3&!Iv{G-yKQ=QsU{(ItUsYmsVW99tioC_Q@dn50hnb#LZ&sL3d@WL%!5h?B9yV&5R0^w;RqEYzl2>C{rNsR@AxoW z5tG--n(rfXItCgWp}<>UNCF4P4eltLX-bR=N4U|yPS`X1ElWwt?Zp83Hi<7pKJ#-Q z?sbA^P)2?fORKX>DiN0TJRaimkc&9YC~E%Gia%}@EK4zp2zkf<(@R8=*rW#pX&(wK zTC@dfa{%NL$>;&YDb&)8AqXqcM2O}RQ?%4WFZ?+-L&Pl=p7R1}#|MzP_@}}R+5QAD zdAus*?DpR^m=k}SM&x8;j_FUen_1W&$T)qCWjE_>8xqFql~nql!N7KF;<)m~6_knI zBoZ=+P}dapr^}~0xx=`vOgSfdWc|=r4%rxV$qv!Ee>mT>pX7&P0`R3f(lzLzCk;qy zb|!7{I}QT34kKq=gB5)@ z04kt-Y0I>#nLbAkQ-H@vwxV{k_MJ_c^-n9(o$ycRLG=@vQ2AG2{_|TeQEhpE3q8OC z0N8ijO2^Fsbr>X_cR(_N0q{&?Z|=sQMu@;_|5LyFcLnRG3jl6_>P?~QR%QXR9et2j zjaQ_4cPyv_l(2&U1BV(p0&>;jM}Z0ulR-x_w%Y-eao`DcG-VMlnRG{s2rPu@WW=E zaKlOtfuO&D5sCw9ubB)Gm+ZC7acssNeC_hZm7+6Uq~Fa$luijBU@c{DNIaABTm0z1 zzC8}pp>cN7>9wC&%6;crZ=u`&>7bA5vP=thKG?|-dD5+q?3Mv<-4TG+s;DcjKE=LX zg0oHWA66O|&5vpM4Wy$}yi6USu*n4+9td7s>A$z2hZ&C#;p?<9ugk3u zXsIU3OS+_C@}la_r5{bC%ex;?>lQMExQzf`aR6nU3+(+vclE8u;$F-`2vM>~!j>&uX>QDMwL{ACm<5r7T zUEr<@h>7j57s)#r`M*&i~mr)rj#{@UbYw3)h^bVZ8rG zyscrsta+bTBcG}LdUs~c*G3f%8@2}kPbnM~#drw`uJ(1iyDmr-e5+X77mc0L?OToX z!V@8FxUUVwri%yunhslZ)S1wY+&F(m#gMEyXD~?oo}ey$Yp@Jg!!@J@Bq`BTR+}5x zA(>&SnB?u(It02#$QIRB;hoSjA(kBMR25b@PLVzWSe2&39Td7_JKLAY zf5W?i+wcN_DDxNq`aSvt>XmALB4n3>(7E5}Ie@?GjH%tA1R7D>kWM*T2z21220S$Y zFCR+}*$IawQsA97qD*X&0rkfI4{_cbL5uw$UHO~xb8@J=dBeRL9*x?^*Gbm$SJ2IA zEqeSx_Xi@=a%~%1US{Uq4CTzz+MDq5=J6zET*#Wz^G2SYN9rCT48xm?;+!q`ni{L4 zI$?9+8VBCWGq8|ddvsgWC}>i_?a_qJ!BDe(>mH>h%GxtL(S;AL-SLpQ>^9Y=)x0}@ zQ%-vSd%nXg(YXrNevua6>Nvh$Kb!8qEYb7KZG$g!5=&agm90JH|Jm*R=tL@OxL}Ae z*+cUI*d@e6;B3|fT!si^E}dv-1NW+~Pe&B%wev6dN^@?N+^gMtLSg9emwm4;={X)! z5KhxZ@16)zzSgvhEcM2>Pg1l2*HEWAA5G&VyLloayXq{i+*x&D%k~&`Y8|V&m%`87 zz|i3>)&mAMiN zSH1+%&lS9Qzmy?rf9KZLP}XggYNmHCbnL<$f)T2 zeS)QBrZq@lbjB!k;@8C@J-B3|vSzgs*X681qy zyG|tJ?x8r`3xJ0wBFRcVu5;YIqaeM z& z<(Xpca~-K`8#zFEs#>YUh|^D9j3B_;Px$<&G-2iI+oi!6Kl`-9$l*x zXwuVoS?`LwW9iE@UK&N~;Xcp2ZWa=*<8W*5>D)Yno1C}|t3JOlHWouR&yzMzn8tu5 zDg(w_GiMzQSsZV?3TvZhRazPoSJbg?G+an-uH$X6|G-sVsx9}SnZ5n;(Ysx*)P?WO ziUmZynb77fVLUr??7?yN)Sk*-j>HkPi$GP6c}@o)0n695 zXvpzfp8K|Ev8@zY<03P^b@$Gak)7xRUbh2w+T=w-?zghS3}{9ieC6B*KPa@ZMZ6*z z-UzSDoWCDt%;J0K^%@|Kt{Uf5I&CEo zNZrVnxQ)GKPYNDfJ3ea~FJza>~#|MFEZP8|I79s}!H;J5ijq z%WXx)*%lfmMZW3n4DUiMylhxa+-lEs+oEnKGRJ&%HhM97bs{g+CLqt*-&*rn6n$o9 zo79G!C~wTw=hJ)Ms(cV*XL+Py6!>t%FlXO$Pj-1ZM+;X!=j9Qh6LiIztywObW0@`X z4?f{CiW7Nv=bVf6#=i>ixjhCgC%d0$sZ~?bMNy5nH=N)J96=o|J*aRQCw}?k7q<7D z4jpBJAx)|B*0y3KPu>_Cca}pbxg5S<$RW~z?;a1+_NFS!<<16b#)dthttdOfK4!6N z4|5+KL%&bN#JL;PI?S0X`kwerx8Y=7OWEaR;I8ZL8|TsAmiwX8RloS1`e9;@a>+2q z&BPGek>a&e6bGUp#tzTO6EfYQaZ5(2X(DwDu?@;sPBPj?N!vz@dFXO`-3hmIC@$6r z9){1Hy?Q(Ili?CORqOHrKZ;_jPR;b_yPvDi1xiOqGq86Sy|yHMJQp-6FQsipHt zs~6bkl{?Du!YZRym+Jr>z^r|%wzhTs0**B7^L|xD?sW7%0PM@a71O#=cn-w^Zgnw@ z`s4HJW$^zsIL7Eln?}#ANazPjM4u-@4*m^GcK|{V=m1iOpVS4WTOb;%GT%gsSwK4M zduwNyw6Ov2T1KBL2a%sUW(jc5Qp>lpVottt)FLTJ833(f{BqXR&SpGbV>X$wm~SYb zXy>B88aakv1$88ubtOU~pah9y7n%?nW$%%VXGak?P!1>2AGTNt@2f{vwUHKp;70YW zkAq5in(NGm(vLr)c?B%L*o_7BOqylg^4quXxV-|}=8S!^!g;7)_B=NhQ+ZrF@_ylqN)K?R4m>ls|qR%)1AFciYQ#hbuOvr^pCFHtyv?fK^b*mB!U z3Z$4SLKiW)5*Ps2fA`k^HRSj|UM}F^Ext9!2X1=)i`;oMcUsa;hF^?-c`x9jvFM8u z2EUb*9SiDYp9VR_-~TxNAMT*XTH$#bL>jA^hM$`=#6)J( zs-4Ijl}^h&7_lhoCVz9stg`&*pVGvW6<-@m+0zy(Am#XD@=w=X)rDUFTk#P3FAK%a zHTe1RtM_eeEJjf$19x0u$)y-VKqI|kpeU}|AxnVk4X#5-di(2Iv$zRbFeAU zFxLp!cLmd3KfmB$jGYl}z|9aLzb!(9!V=;F55?m-5@;G$_OszP{E=PQs+PYD{?A7F z>!V5j9eqOoG1_D$nbr%@OOxnzz{5PbQD-#JY)0;}^R>o1T?O3^eaygn-v5-$7juIbrt_ZJ<3Syc^`CvR=< zDNO7sz(B3oU!zcEPk%UYVTH9$#H@IRS)(I`=5BSuz#s`KQt-u}zjJ z+AUzw&8}+wOo@2AX`4FEBk)nxNtcFo1Q_*nU;HHH!n?qrYwO?Amn_$S5C!~%<96o5 z|9$DP9n&5_rz@^Ry5aH9>F!`R8C=x|%&#SSS^Fl%$G_AbW%nP^xp*zqmL$T6GOYf> z%h!>C3%c_Pk8U7G5%)?Wv`c@~V#U0#3K><2 zOCv%idT;{@?*#iw@*mO8l~uPm9AQM?9L3?OY10yJRsH_PhgOfmxaMVM;M{C4#CfL( z##@l3F$B)oPYMPRIE>l9>M4}hTYD5nzEn}=o^e6p=74?)0Y`)ZqZS9nDnL`A^tY75 zh4z}Rc%$o!mv!TkV2e&*(_y?dw$y*yGc!pr?`GK)H5}Fj&pU_b4OAYhLZ_L`Y<_$-z5e$E(oU)9@G;5$+q1`J8~SnWIWoLhRS#W@zL# z^(qk;urj^~_4fDw92!a^9zQiF)y)yQTI7!hiErfzJp1YwP4)Gy49;$oHM~dW))Ajxp<+uX+L-_$vf>jz&;Ne(%w45!tJJzo+9B2b(hW zP@RzRk6_ww3Qg)p{HoaLng-ku@aj|x@xMggB6@0F5x0rL?}ft>+frcW%`j!}96}g~ ziNxTA0Yo6ya)8Tb_J^rQrK@FxQ1}yJ;aQ988sRkhTo>Qt!;R{FuW^3ka`m~+83Q;N zY~}jPR3Kt(+A6uirAG(3Hvm{Re0Qr(_`P;)JpBoBDEctm2nvPFAjtZv#xO5yY0Xtw z^I0PzKHb*i;GV%pKyLsF6-*P^Ms572pE7&fSbTNl=@r_}#7{Q!dvXM|AGR9asgbCz z(C8(gu}r8TO*a_WXf)8M$J|StlWo`lLT!?iS+^6cf_?qf(xRwzmbq4`a?ovZ4u47l zkfdT@MA{!zMbo|Q@2H8jc3afkx_J4fLty5`jemD)84B*+?S=F0n8fK#)x=P&DD31V zJk_|_rub{k(;p7bFOSrSypX7i*Jw;(b^4k;{->i?TEVm73H}HfwiZ@P!~4$~Uq8E8 zK3`?{>W-IExUs$Tb=m9ZC&Kt!GJ*Mh<0rj@pwrP)@vw+T;x@JcCL+4LAuwqH3s~eF z*T9{RC~Fre@Q-HEVBf)^G?DEMU>c4|eCVP2i69P)13d8Pq{sgeeoM@}4BmGYz1jlE zAlbGnjZVyn^d@T43=k5!ABlTx5g!sV+LnJv-~!ifW_>nfx)g4F`61K$xO7-e+NI{z zeX^U=Ue0f`pVW%Jc^u^X-Dl=tSY>be4Of~Q{QavY>t@1j$}+H7nwi$qUipwjW83pW z_nz51RHl=p9MRP-W##>T)q}e4tSPC%QuQ(elVWVTL}`nP$7Jut{#P|Dj^yNZ__uxz zyZFNP8|HS;K5Sqlx0=>f(^Xe`w#PLIX*h`5bRM6s4x(U{xF1PHx*#y`zgI4-Tgy3p zb=E&lbWS?s;9 z?~J-}wx1hUf_FU~?I{)I%eN1u<{5NxcJ4oj%U6AEZDC!|oqGP{xhK=_Pb*wvL1mWi zDVbQZX9}J+dLy;}dgO+L*D*uQe4WpeSj8m~b3g;hoiELE(?>1`!C&Cz!@5#78(6&O znZM*-r*mzo2DtT?#J;zzb9O8nbFjx1J}LPr2mkDzxzyfl^zQ#*HN;+e$VZ#90qp*vs3C}_q^KKkBZiDfgI!NsRguu*=K0}%HaXRhK; z2|vmgd(72rW$08L{p@cifX#1Ad&MZ9DIU3d^V@=4npyQ}9yRIwODcXbKJylDTkeE# z@hRs?5dZ`Prn6C@aWyqlZphhd(~i?qunv}z=~ zsty?qiQN}ifN#AYZFYvg=*eJbhGQK7Jmj?`GT?HzDm~{y@NJ)W*DhRPILlN%FK*E& z#$!v?eeUpAvHO#>87Ur@ddq}2Qm8&i1P_R`fy~*`yyZqq+PjZsN10{qh|pP6a*wOu zJtR*!F^n;@2)WFAoUpi?9-ref!SXr+QwfVEsM0s2ceknSvFKJxz9hY>=5gywmu+m>#zb> zj|{<1yf9rSYZ%|u)THAX^}_0Wl9fejcaLr%y*c>!O6-cgLeR(Q3w(Xl1YYT&o6UQI z-#-%X%n9iH^1xC#4D)8Exv>t<5&%z85!<_nVVIkRS9N@X~Mb;av79YJ4lI8 zESH0Qh11UVsu&s>F47z@`2}Fu^zsm)Q0{dUQlpb?FR`uR?iK}OTXF8!He3q`-Dq?j zfG_l9yKVFTAXZxeHpVNTpUg(=jW2M%GGJlDEUtcR>n$tr8&Jb+H?R@fM!gUp!^1jo zhcseO{{Il&g2DqmYy|?m&(RxPDbeXqN>GbJAS&!pBphocnf{3ieHIZEANs{MaemGAGI{#i6GVK{B|qtvdTn(V3uI4aLb1Tt^gOg`S(F_ z-(>_NsT;`-lEHT!uN2UUYDA!3+wiE*@<&Q63|piK-xq6q+-`I*@xH^n(~vcOitUe- zkbOHyf-^G`#>s`N9(4mm&#IN7Hv@60aWmuC+HRKqF94PzN^Jc#(r0%Z%dhkIoAwl*` z>Z%pq&(%cG*WC4!0zg3k>9^Qt(c}LygBVhIxh0z}{Y?Jjs2dem_Uc{_X7Rc0Znw}CKE zhCdnyAk!-Ut;o@mCLzCM*F9fb&uZc72Im#th|Hr;l1J2JE7~)xYVsE^^5o_V^uIoq zv&agPr9QDQm_r@#@SRrRXlC^Z`#W+vwp+Nnq!J)l*!u_VF8>yT<>{)bgvLXuGR)!+ zU=j@xelx+m#IGm6iPxH!iA&xIU+LREp#D*u?mf$E--52!fIO}`DujYg;i*=*bCl)7 zcN6(fU$V|do7tY;&nZutr!;*nQP1o%y?0!nrnW8zLrfIw1MCgIf4rcD!DXFo7V>7J zVE!{;J&6$KW+*OV?eFi6yxt=F>Er7f%iWcnS&`FDc*Sg8O#HX`;0teHW2N`At756T zciWR14uA*=b9LmR6)h2}3B`lx+BjV+KYDu$E75@Nn{>spxJl?DGpOj%Qt$}N%*7vy z$YovxRi%18CkYHmTE7fOnWX>zHu}d|_!&A-Lgpy`-)P)ZJQq)FOYft8#goN0@KK5D zi4}y)-t0*yL7wq{58mBw@7e&>b{n({t^VDpW@H7%QOf^?7bj&;Qv;|0i_~us;B#WU z2Wrtzi{RQNTg85ie$(p@ao&qmWLxw5XD`m};ZRMQ{5}L7jpRj-a=HpF#M$+OPziM_ z7KnGRM8tn|Hv;DlPcAUCGDts%_YsLExYYo684fkX0bcPH5QPPJ-2hazT2nKe}fid^^>f)Yb&}2*Fo(H^djK$fSGq$grp~KZ($lT8`d_WxvNo%p>ToB z815q&Y_+I@<1e3?HVH2t4xL9XC#z4qp<27HKj1&?AMgwJ&#zVZpPqued$#vH!#laW zNAm@Ov%?8eSM^&J(58zSyK0%<>d%-m75{8+Y-F( zNp;N9(b~If=_@zC+E!5r3orL0(&6V%-BniNH@V33scgTX^X;_;a~yibpAP?NGa47w zv8sA-4xmoV6u(k)^Sv>FKT59`X!s1B?2zLszhGJ)EyO;3%zvF`VGCxS=+A#TOz)3tD4dizi&|9 zxQ_5Fa!jjc4b|Xl>qkZYc=CX}9=1OkM}2OqSmI;;Et|H@|C|pGty72pIe%bnJdKB_ zHpt-NS~Ol4HJ@4ts4kcM@nK#>=p`n0Jl$$~L$_~b@gh27d=2)(p~T?Qj0G>kF7%=a z3OVn;uBLYZXq^ml16akc9gWLMglM?}q*#&=DpP<*SK)>bnou9~IPgnB;Kl{J9gi1# z#rglGf2!$x@xB2>rs20C03z-7$L*KJsbSM*5Po1@!NyzrO{f+noc_H@#BWN3Iucx; zY@YXbT!#aeD)F4$v~VLc$U?wu2gi3l??xqs>RK+qP7R~F>|C&Ac>gH$fTmL!@)(8V z17`X-*n7GC@u_iVcBCNz>`2x>iPXgZKv2W33jpb>sX#670q*Dxyq>?a1N|#aGOKRq z=QeN@tGY}-#bfNZl>{z*M+X~B-ssE;N4TTvf6j-HL6=3-^Z+`EVDM-5R|PrUr-dP- zDEi`;sRT!`EnN{QVg<#=1HUbHI68wHyH!`)Vv$L${j6$r;4MD43xUts{{a&T zc&9vY4JwZag-yanf019&zV&O%(YQ_E$*mBYVXfL1f_We0=s>LFlgKD(=snK)CLcJP zY7jgDAZTULwf(c8jqlaqP&p#>R@k~z#K|df_sXfCfmZXZ@98V)W{Xu1Uf7=Csk}sM zQsjsn5obf(frmT+>ePZe>*&Ie4OmjJ%} zst*r9s_pBhLj$;&Z?Gf&--%EyI^*t^;W>e@wpt2MWe`I2`Ai6XXKCwsT3yu0snvbG z%NuAk+oR@k68tv!5L|d{)&y%R?xUTHS6#xRnFyFip>P>`N~C^szKNn zt&RgZrLGAZGr&br9bhv#Hd69dFI>4&NwBjTyQyBUIA~g}vflRrR2*0@c=!0djhhy)G)kS~MMYICTnM1t#>W zj1Hq?^v*U!vjbbp+ZY!E=9JmZpO6Kpg_f6?O14;x8uyL7Djw)+Hw-`Tx5~QStIQF@ z`ARdC1+tO6Q_}xLJJ|7>hfr&IZC;@8n^V<8ET%a1gU07|Sccn{MJ^<-#1+=oNlf-M z6l8mzpMBC*aYz&Qc+Zcs<+hA5++wbs$RP#JlV%-oXTGSM!)jwumL=u84!+~BT)#!! zcw&3-5~C+CfbSLhz_#Bc%IW1lsO*!)@a9sl|{9b+XCvW%yS4PneSwVJFv`$3~uTVG3-xmL_qL{U^o z{YGk+{D?z=#O{8VG1?)>C-O{pZ--|20cW|&wezQQ{mu7#o|I5G>vr&vC1n^stmk#! z*Hj??5)rz~@w_Vad;(SWa~7)u1<8Jd-6Cp?y}pSPIROOkF3T@3$)w9EE{c6@sO_Bz zn$xS0eR(TAHf@@4aDV9&U(SsKK(VH%s5v|EM?tdX`Ikla)sx)eRiW{JI=V#bf-uho z#9|m(c$rj-CORD$fFdBX9q+IkBr#Nnwk*+Kum6D2O5axwFERnkvc=9gUC`ZM2!Qxg zQ_*14nFr@sZV;gvJ*XcfE|$37(6S<}3W%&n-1eyR*aNu_0xt!SNK41|*7A2gyjIl9 zB{83#e*dHc;C=(AtA7`D(iL}gJPIF+j>k7Ro?U011b~HW^%T&n9j9b4%qD{I(7{y0 z90}SW6C7sd9>9C5U|KGqW?y5=P}L~r7YIK=e-u1!|0crs7gD3RO*i!~qF+R_-Wqa` zm7-R8wFQmPgbh;RNWO2uq^Gp(w>OlKb8bqXQ9pOLl{HDxEVH$d{|!%9J+R|9GB0!+ zZvuF@nIM(yp&}e+d|=<}y7LEi&<_3y*cZ7S3Wr>N+6meHi`sckZ!He{^wax!hn4cZ z^a*ZZFdCeV472(J|JVVqBuUwBFF*_YZLM6Ae^E#Hp|&lFPd}xfcXQM+&$G6-JQS;0 zZltJ$XT9rQ0WL0wj}mx9G9XN`hChp?hU%}>G3#uI)V`nKd_4Ulk-wW%{Uhi&G5LcV z6OPtctM`%&o~-Q~U?8UmzKwl&Y%y6+zltlS0ejAw$(u@eQp#8}TS2Y&Ym44u9x!Jn zn!t;IqUsiPyDJ3#S;IjOX{dFNW(z$}{3v)#RGC#w?{lM#<003GpdJd8-DbN&l5P6= zOk1mC2{2dT`CJX9#k94LTB3rqCHkRk-y;T#k5Qq{+T_=n!7s2?8yC;6zoCAFe=X<01J$Q5KV7>iUGki!?IjJZ z(M(B&yy>I_YnxHAg;4&dBe=oC_nCb>Z(pl-B|;Zg=p^)n$w>NgxHUSwy(85C5)wAG z2>jk#>T!+(6~`Q=ee(e}RWNE(-UZIC2h`IJfltH(LSli2rb~(6KusoSgm^nc5wNG{+j5M{_@2$Geu zkfV|gDiUVjV0jU#71V6AMT_sO{VP|+ykk3)f|EYiSwMGEQm*Zc8D;jVcPveRD#^yb z=oy&55Gno{hQgnAi~1XG&3^?w1$7R?|4jCv#)|NJV2h+V&PsDs(+T!~!&>6rcv~fO zRZY(v)bx}6?u^()|KdueWU0AVfNk`-UkAXZqJO{wQ(ooA2D_E~r@3OWspIWb2{+QL zUO8+XkLBdjKBC-)9i|id%LWD-v&;O$t;%MMdH0V!{gidfBZuGl{P+MofNBP(6LbJ4 zCiD|AL_jq`0*gD0tw^mF^O&W5s?5RnN@u3K@2v1tRD4VJ)f^jvw-;q-OK}mqWQF?; zb6S=#Y*9H&=t6@0Kt^k~onZn}IvzALR$LCx`%l12Q^28}z*{uA@1Jl`lekb2(#z;~ zk5Tr!B9oDOVt4L|=ZP9Dul25{CPi?Z`TlrzFTtW&;?R*^wp_NPj|T8u?vxe{he$wS zdXZ+y+dCHmO4>(a;#n~68ptuRh8@Ru{dSrc#t7fYxx)ni{c5B)r<_#Nefz1(>};oi zX1-IrfxAgaKT2egyp?hQhwcdY<8YtAwkSZYc(JvA6Z{)3h+gXfD#}k%*`(_Qj@&Us z-0#72Ia^2WP-r#Xw>wduo$nOc%X5bW*7SQr5@kj%glsXuK%QxN%Upp4_TUT({hrYuQU!`{CZojPUx5`)@ywlq9g) zepN4B`s&(JmZJ0Fsv@&hE3RJO}2U+-Vg!u{qJp$5Kzvx+zBW zMM~#bARF^5=OaAbpW)Az;7B^|VRVK6%v*R?4o9_sd8To%PQsYN?X!Nzm2usB%xa@} z&9{aFd2#c2dYA89nF$S1^0~LNtbTZwp7#Hsw47RZtE~H}a(1&h$ETvX@KaRiALlgu zR|>4ZHYrReP%1!S{azB9wS4>Aq8#g=j^t~#}Xz1z>aQ+y-^CIP0 z@NwF2vwa<-Ccu%e$~>i3QscTeT+la?;hS4OG^Gi)0A8^DFdcC7Y2tZ}l#C*pc!IAr zVI9i{7%ql7use4xNPeur5frzvV}l|R3C|HVQzb2QX9ue9!f*r z{O$R_?)XoxhqB^6?b@b`)%s1ta8|-$80c3@z)at5c{fugh_4_`| zo-387uZoS#AfcnfxlLMu)2k}+_)f5G-wGUG)kuN*PiQ6Zt)A9kM|zz<0Z?@D@{sk4 zoEq@EMtxiPnz{=}!-q7$_kD}noB>6R@G-pAfcD&h^~;-Tg(1CiE-<%qX|2X=fXeMd z6l#o9B1!o+a+xBFxQeLruScg}$MyC4^SYS2e0a|rc({6RBT1Hj`S2Q^r~P;1m=<~z!6oQLcJPHj?US~Zr17r@jQmIcR&y@^{%sXx z8hU{s4ceW>xiihW#B^%A+12W1!vkXuGA6C+v_Fpgd3bSb(^D~Y)bD!%VHAz74hPA+ zyQ`bWc<|WK$jHc$`DBF2Tg&t=T|L%R z3#Uxsb8*^q@wAKznh+}5TGKgD=d#gfk1?g9uo&r3qY@o|flJ-g?8@p+--2oN+@xGw zPK42^MY#%ifM@ zwzLZmyS#dF&f+v*(#>y`(4u&S8!w-acOLaiepwDvi$`S~l9i21dbg|-CqlH`!x)jM zGhWjR*8VzV(;?5yc^y(J#w5$JtQEQPWW3a$3c<) zp-#Kq-1`)KsAD;Qc>9{wyJo0076E1iN$Xa=xBdF(m;f%n9e>G*-m0{?Y*kvWVV6m? z{&JSh)>l@K#sk3(yaH149xUSTSF{VTueKjeYDcp8Gs*k!ODF#;wJu#U#ayj1RdB=e zyAt=0Yoo?WeKGtbvv%sw;rmmlWtw8ZLzy{DlQ6ebbqv?$2kF}`Q40NJ)v=ApOfJ;YFdqYmqgYWGBfwg|ZD} z-^My-zWqMay`79#_uO;N>)zMv-t#+uFx%(*{eHgB_p?0D`+1)CbLt|P-&$++W3JzY zS+>XCAex{fz+bb6gq;93 z0IEg}F8paRSc4D!v1ISx5Y29EF+Bij3gBpS&J1n@F1w6$9)7>_{;wzbd!OWwaTx!6NsLYq?Sqd-kms+RH7*~F@nEd0W3*H7B@LE(pU4^|xMFGH!nofEZG>@SX*;lT;x8`>Pnmt-j4 zt5QPNcb*a_vw6o`3eF8ZM+w}wd~{*o>9}Uqn! ze^KMW<+C!;qerissrV)C(of*i_IY}L{z-4UZm5=~l2{Xn31B(P8lmQ(lM7^&D}L|D z2F4bvoi|4l=XizeGqs0PsQ`oZBmRRzc@>`1I-CSs+Z*dK^KHa84lSdj_BN=ynw)>D zB>VeZA2F{mWg!g(2QnQs8J+HAk3^e$*`AgHsGsdZd2jE7ZPwVQ{c{r}*b;qKFD~9w zlkyqx0K9R|j5_QdNG?Fb3p)yZo44}1X+jwl+wFvP==#X!im3(3qg`M_>W-a-51jc? z7s}~Wj-Wk;U)MMts9%KGZTv?_7w=b!Hu5<&00s+ZYn1Ix%c=&uHHd+S*GghtE zOihk!ejf0qLNclUe(^itLpK99yRs8@3Yhr2B4FFknwp|EXNjv9^R75q?*%mAZI%=8!)kFhsvHqWa|C-Rc}S!pj$V$*s2DepM}II+pg5 zFSpboUJ}~EZf-q{D1Yr@&n@AY0m2y`jGPxQc@klcc~mtP*5NGoVs@f`cH&l1NLle6 z!Q6zN(%^{it{g~m)a^`awvHJ%)gg-0!yfL~@Gkpiwa1SF4bnS#*!Os6Jm6gDFI$(@ z>&1!N>?mB#m$olt0Pg_w=loKhi_)7Ntjr>;j(sSd_CxK%xnT}I8PO*fI=}281Hl+A zw&gJFysSgT9i7qs+**4YyZ2wxqcqNnT6Yy`7FNzXU2zDR2_dz`)EzK-Tq9fUrTa}O z;rP^fMF*bsXa!!%k?&Aa1nUUR?Bsr#{M(x9{;*y(F)Vz1u1t@%-gfWFJ#mOq9*$h<&>;H# z4_vPm>S|xxm+pvZ@F3YcZz*4+UXFOUCg!l@L?X*m?;8oolwv^ zL!@&M`lft{V>AXAUHF+lbwyoX$K7SK%QX{=gLnAxd(KVBghwQWN5LiHh4M$`!uyI+ zb}4V$@J74d5Pzv#%|m$G@L{Zs$^7EdS!&-%L#Z*@xAD?!djykx!DtBl`-1wj?jYGO z0iG7fLR+gQ#L|BCvA^Lx7up`A%U#BjqwHw5Ig^p_7`FkmM^6vVv9z{@o_$bYg#3roVUG16>x zmP8uITV}uo;_(uI9Ywfn7~b;G?dTfPY70u7qji|s=9Q`l@U&I{P}v-qfDg*N{aB&N zBpzn?`8Qt!LF7&cvAtojy;%W~rsQj~ETD+tiXp(TPXP@h?sm`}{hQEU*C@j7pX58U zk(7SS%6Ria25xyN7Fvp&#kmDqJ{@}Oul>;+!@Xx(& zlQnV*Ra7d-wTGSaO|eat#Km_h6UK1rj5K4xZr6T4bHE@`%=HxSVTL=~z9$5= zgK#DAsKo0RunJi~LA(kXIy+}{M>I3giI(@P{XPHdcdNGRpJPwJ>%RVvhIx8(>tC_Ym#fYj{XJqFAz~VLrW7ZI`rG8|4iOcE`4it`AK9ds z)v`uR-xjp*Ak9Cj3v;v}lVXQLhy`ZYrdK^o$;4u)RCyqoO^7N=tQ*BIbtM=3m0!gv zv6q=60D9*R+>J8W9&6m^R%zlXiDng@=x6&@tVncvBXdxx{?aTdIn2uwW~(}m|9q)S zUz+&`DGqk4{BK?IXo6&?&QURs12u{VT)pFp4W8nb*Hr*$5I7k^&2p~drU!;`4=bKE z55IO}HFm3?nyDLzUb*7<=E7xc6`RnkFC3abG6QWv&|0E~bDR)m)~_Himy zzY+{2UQc`%1E(^JW?YS>?>9#0qKr=|xmzi6o=Cc}Y#1lLus!x2=CY3#QzJA={gWtR zgLD+gTUa_N$2SSRU+@dxu&}I@=YQI*$omaf6evgpB-Q{WgJL3*AfJF~M1A@6h6~^P z-_XFUy{Q79XQG2#$exnqUtr+*UolOsA?UB-By^ml z$L&Rn-cy|Jigi2Ia8ihb^FXBsbN@7PdD};}EHl|WLAf*3%2VZ znSgJSq@*8u8O8zgD^BU>Z0rfFIxX6Ynygamw6*!eVIU)+Ea zu(SJsI|`Tm1LXWll^6gymxB}KYg}NtIEXC%_y z^Z~u+o*x!Q?_o;CE~tv7Ypc3U8-xwfE5??vLv;A^uiQC`B#xCIf@8pZmIouSwlnz& zc6HZQby>AoeVKTW2Emt!T##lvFW9qJ^=ws-=j-8(%K?8tmS>&=p~QmHZ*w5D`4>^8 zq}jopKxmhHo;5aD@wG}>#^%#vQ6mafqi&XmqU>~Cf=QHaW`b_imFvGj0b>VkxO7vo zwNh|UWA3KigkB4hyc0(M7ARVB9?$&&@6IqT9mr$7Q1C1WEXqHkLR_<0RgGLltf)p> zalI|{y8OKp)g@kBDB2m?2B%#HBJ5#=dbz%Se8@@4J7*t+y3jDgZHAh`47tl1gW0 zKd9g_6~V9lWjq4+CqadZkf6k0y;HsqLf{7PV5P^X$X0%9_Y>s`9HR4$-USa=mow#@ zF}v${yx-m)et5XEy82ACdU|G3%=qFhycZ1@Fm8~J~qlxFM^?d>^Xi}BbcV7uF zaq?zvO5h;d;X%IMYiPMjW6S=XRArG1{YqEb2}ZgOFKYZVkMRv8mR|Hpd>EGXcvD*( z)uzg2+w&uz>XuF_3xAG3{x`mIq^+I^k8I(y-v&VIfMUMu8Ri(EZJR^2TYv%)FpXtk z`kUO}Ez2YF_)b@HIy^$+C2!t;qec=%2 z8UC*5<@goxI(mS&`;3_ct$vPPV9#F=zYwx@li~vB7PRB?F!xn^y$HAHMaQl|$VX&M zGXjE7A5&J}CO7Gj-J*1o998REs-P+1(N{;#u)Mq*k=*jy{glYqVeIhnQfO~n z|G9~y;#P2Hs)fygR0nEm_W+l~H%|ly_VG1|J(J#S=0#eFX(5|+p#|Oc^C{L=zziKO z!qY~%FAZ1oUKn`q*J-~PJ|Pf{E*$pG2eH*D@B?d$UFN8*t;)#e`)TF*&m<1%(kpFtYRGk<$au5}$fj`6xKNU) zKTbpRZUWhpCsv@KrEh}Re#;9^WdKyIrHNDnV|(4_l3~3Wjp8|{xFc6K`Nl6UW6M=N z4_7d}i3LQdU>&fC%#|P-#j`-V5V33tTdw?(Z5%%ZMhhAg$87;=S)aaz{qf1?cC zRHc!9LN+oP-4l zhUF@OL)}kKMb3aYA-{91HLZNZHMTF=N7$K@oS7{*T6Z_w|GgpL#PMa<@Y5Q=V@Yd* zNuI0yqqh0lqCS7Dpn4V(28O6>4|5GoihITSv7R_h7=AsT!=T}o29{IO+N6XK_bgXT zw}|+XYabRq?~9L6ptY#`ww!2@9LywGN)IMm1nh>~jQ56FJ2t=Cjw{(T=r_yGPaoZ5 z-Os)yexQD~o40o+Ah_Hv6tz&$OMZkVbUV%g~1*ZxoKei ztZ)BW$T%&V7VlNHck^x(U)Ot2Z%>R&6i`sQk&?eVcj4Fa8vdQX{f5Um@?6+gU}k3! z-8pT{L%zh+gQRL+m3WpT^hvtlwVUqxAByoyHuxRD;za?aoCvhhnG*3N4v3#pMV$Mt z897BK(w(wxvFytFmX9=CB%u&pnY($X5|6>DO&@~xYfETV&C8}38Q5uN$_MNChDAcW zV!+jf^mb;@BLTn&!kSq=CkK&fq1!;PgGrvy*d%PpAP(#Sj1l7EEE@Vg&ppRKQM4_y zh0pm%g4Nwa(g&_ta(duC1W7!&N!Ykw>b64S_ca&xYlmuPF1`Vi=eF03GlTO-GzjMb zdxAg;Yp;V4Y121Yzry|Nd;P1)*T=wLa`{UxzbpuU4Tk?OgW(zO7IxEo6UR~_MZazG f>4-&4T~@nes)u7$bFQZ_-^)ZON>>g3@!kIc)UXT1 literal 0 HcmV?d00001 diff --git a/report.aux b/report.aux new file mode 100644 index 0000000..c32b35b --- /dev/null +++ b/report.aux @@ -0,0 +1,14 @@ +\relax +\@writefile{toc}{\contentsline {section}{\numberline {1}实验内容}{1}} +\@writefile{toc}{\contentsline {subsection}{\numberline {1.1}实验要求}{1}} +\@writefile{toc}{\contentsline {subsection}{\numberline {1.2}实验环境}{1}} +\@writefile{toc}{\contentsline {section}{\numberline {2}实验过程}{1}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.1}建模}{1}} +\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces 地形数据}}{1}} +\newlabel{knn}{{1}{1}} +\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces 地图模型}}{2}} +\newlabel{knn}{{2}{2}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.2}两点间最短路径}{2}} +\@writefile{toc}{\contentsline {subsection}{\numberline {2.3}求解}{3}} +\@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces 利用欧几里得距离得到的结果}}{3}} +\@writefile{toc}{\contentsline {section}{\numberline {3}实验总结}{3}} diff --git a/report.log b/report.log new file mode 100644 index 0000000..ff23efd --- /dev/null +++ b/report.log @@ -0,0 +1,1271 @@ +This is XeTeX, Version 3.14159265-2.6-0.99991 (TeX Live 2014/W32TeX) (preloaded format=xelatex 2016.5.31) 7 JUL 2016 00:42 +entering extended mode + restricted \write18 enabled. + %&-line parsing enabled. +**report.tex +(./report.tex +LaTeX2e <2014/05/01> +Babel <3.9k> and hyphenation patterns for 78 languages loaded. +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/base/article.cls +Document Class: article 2007/10/19 v1.4h Standard LaTeX document class +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/base/size12.clo +File: size12.clo 2007/10/19 v1.4h Standard LaTeX file (size option) +) +\c@part=\count80 +\c@section=\count81 +\c@subsection=\count82 +\c@subsubsection=\count83 +\c@paragraph=\count84 +\c@subparagraph=\count85 +\c@figure=\count86 +\c@table=\count87 +\abovecaptionskip=\skip41 +\belowcaptionskip=\skip42 +\bibindent=\dimen102 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/xltxtra/xltxtra.sty +Package: xltxtra 2010/09/20 v0.5e Improvements for the "XeLaTeX" format + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/generic/oberdiek/ifluatex.sty +Package: ifluatex 2010/03/01 v1.3 Provides the ifluatex switch (HO) +Package ifluatex Info: LuaTeX not detected. +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/generic/ifxetex/ifxetex.sty +Package: ifxetex 2010/09/12 v0.6 Provides ifxetex conditional +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/fontspec/fontspec.sty +Package: fontspec 2013/05/20 v2.3c Font selection for XeLaTeX and LuaLaTeX + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/l3kernel/expl3.sty +Package: expl3 2014/05/20 v4814 L3 programming layer (loader) + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/generic/oberdiek/ifpdf.sty +Package: ifpdf 2011/01/30 v2.3 Provides the ifpdf switch (HO) +Package ifpdf Info: pdfTeX in PDF mode is not detected. +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/l3kernel/expl3-code.tex +Package: expl3 2014/05/20 v4814 L3 programming layer (code) +L3 Module: l3bootstrap 2014/05/16 v4782 L3 Bootstrap code + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/etex-pkg/etex.sty +Package: etex 1998/03/26 v2.0 eTeX basic definition package (PEB) +\et@xins=\count88 +) +L3 Module: l3names 2014/05/04 v4728 L3 Namespace for primitives +L3 Module: l3basics 2014/05/04 v4728 L3 Basic definitions +L3 Module: l3expan 2014/04/30 v4712 L3 Argument expansion +L3 Module: l3tl 2014/05/04 v4728 L3 Token lists +L3 Module: l3seq 2014/04/30 v4712 L3 Sequences and stacks +L3 Module: l3int 2014/05/16 v4776 L3 Integers +\c_max_int=\count89 +\l_tmpa_int=\count90 +\l_tmpb_int=\count91 +\g_tmpa_int=\count92 +\g_tmpb_int=\count93 +L3 Module: l3quark 2014/05/04 v4728 L3 Quarks +L3 Module: l3prg 2014/05/04 v4728 L3 Control structures +\g__prg_map_int=\count94 +L3 Module: l3clist 2014/05/04 v4728 L3 Comma separated lists +L3 Module: l3token 2014/05/04 v4728 L3 Experimental token manipulation +L3 Module: l3prop 2014/04/30 v4712 L3 Property lists +L3 Module: l3msg 2014/05/04 v4728 L3 Messages +L3 Module: l3file 2014/05/05 v4737 L3 File and I/O operations +\l_iow_line_count_int=\count95 +\l__iow_target_count_int=\count96 +\l__iow_current_line_int=\count97 +\l__iow_current_word_int=\count98 +\l__iow_current_indentation_int=\count99 +L3 Module: l3skip 2014/05/05 v4738 L3 Dimensions and skips +\c_zero_dim=\dimen103 +\c_max_dim=\dimen104 +\l_tmpa_dim=\dimen105 +\l_tmpb_dim=\dimen106 +\g_tmpa_dim=\dimen107 +\g_tmpb_dim=\dimen108 +\c_zero_skip=\skip43 +\c_max_skip=\skip44 +\l_tmpa_skip=\skip45 +\l_tmpb_skip=\skip46 +\g_tmpa_skip=\skip47 +\g_tmpb_skip=\skip48 +\c_zero_muskip=\muskip10 +\c_max_muskip=\muskip11 +\l_tmpa_muskip=\muskip12 +\l_tmpb_muskip=\muskip13 +\g_tmpa_muskip=\muskip14 +\g_tmpb_muskip=\muskip15 +L3 Module: l3keys 2014/05/08 v4753 L3 Key-value interfaces +\g__keyval_level_int=\count100 +\l_keys_choice_int=\count101 +L3 Module: l3fp 2014/04/30 v4712 L3 Floating points +\c__fp_leading_shift_int=\count102 +\c__fp_middle_shift_int=\count103 +\c__fp_trailing_shift_int=\count104 +\c__fp_big_leading_shift_int=\count105 +\c__fp_big_middle_shift_int=\count106 +\c__fp_big_trailing_shift_int=\count107 +\c__fp_Bigg_leading_shift_int=\count108 +\c__fp_Bigg_middle_shift_int=\count109 +\c__fp_Bigg_trailing_shift_int=\count110 +L3 Module: l3box 2014/05/04 v4728 L3 Experimental boxes +\c_empty_box=\box26 +\l_tmpa_box=\box27 +\l_tmpb_box=\box28 +\g_tmpa_box=\box29 +\g_tmpb_box=\box30 +L3 Module: l3coffins 2014/05/04 v4728 L3 Coffin code layer +\l__coffin_internal_box=\box31 +\l__coffin_internal_dim=\dimen109 +\l__coffin_offset_x_dim=\dimen110 +\l__coffin_offset_y_dim=\dimen111 +\l__coffin_x_dim=\dimen112 +\l__coffin_y_dim=\dimen113 +\l__coffin_x_prime_dim=\dimen114 +\l__coffin_y_prime_dim=\dimen115 +\c_empty_coffin=\box32 +\l__coffin_aligned_coffin=\box33 +\l__coffin_aligned_internal_coffin=\box34 +\l_tmpa_coffin=\box35 +\l_tmpb_coffin=\box36 +\l__coffin_display_coffin=\box37 +\l__coffin_display_coord_coffin=\box38 +\l__coffin_display_pole_coffin=\box39 +\l__coffin_display_offset_dim=\dimen116 +\l__coffin_display_x_dim=\dimen117 +\l__coffin_display_y_dim=\dimen118 +L3 Module: l3color 2014/04/30 v4712 L3 Experimental color support +L3 Module: l3luatex 2014/04/30 v4712 L3 Experimental LuaTeX-specific functions +\g__cctab_allocate_int=\count111 +\g__cctab_stack_int=\count112 +L3 Module: l3candidates 2014/05/04 v4734 L3 Experimental additions to l3kernel +\l__box_top_dim=\dimen119 +\l__box_bottom_dim=\dimen120 +\l__box_left_dim=\dimen121 +\l__box_right_dim=\dimen122 +\l__box_top_new_dim=\dimen123 +\l__box_bottom_new_dim=\dimen124 +\l__box_left_new_dim=\dimen125 +\l__box_right_new_dim=\dimen126 +\l__box_internal_box=\box40 +\l__coffin_bounding_shift_dim=\dimen127 +\l__coffin_left_corner_dim=\dimen128 +\l__coffin_right_corner_dim=\dimen129 +\l__coffin_bottom_corner_dim=\dimen130 +\l__coffin_top_corner_dim=\dimen131 +\l__coffin_scaled_total_height_dim=\dimen132 +\l__coffin_scaled_width_dim=\dimen133 +)) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/l3packages/xparse/xparse.sty +Package: xparse 2014/05/05 v4740 L3 Experimental document command parser +\l__xparse_current_arg_int=\count113 +\l__xparse_m_args_int=\count114 +\l__xparse_mandatory_args_int=\count115 +\l__xparse_processor_int=\count116 +\l__xparse_v_nesting_int=\count117 +) +\l_fontspec_script_int=\count118 +\l_fontspec_language_int=\count119 +\l_fontspec_strnum_int=\count120 +\l_fontspec_tmpa_dim=\dimen134 +\l_fontspec_tmpb_dim=\dimen135 +\l_fontspec_tmpc_dim=\dimen136 +Variant \tl_gset:cV already defined; not changing it on line 69 + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/fontspec/fontspec-patches.st +y +Package: fontspec-patches 2013/05/20 v2.3c Font selection for XeLaTeX and LuaLa +TeX + (f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/base/fixltx2e.sty +Package: fixltx2e 2014/05/13 v1.1q fixes to LaTeX +LaTeX Info: Redefining \em on input line 429. +) +LaTeX Info: Redefining \em on input line 22. +LaTeX Info: Redefining \emph on input line 30. +LaTeX Info: Redefining \- on input line 33. + +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \oldstylenums with arg. spec. 'm' on line 128. +************************************************* +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \liningnums with arg. spec. 'm' on line 132. +................................................. +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/fontspec/fontspec-xetex.sty +Package: fontspec-xetex 2013/05/20 v2.3c Font selection for XeLaTeX and LuaLaTe +X + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/base/fontenc.sty +Package: fontenc 2005/09/27 v1.99g Standard LaTeX package + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/euenc/eu1enc.def +File: eu1enc.def 2010/05/27 v0.1h Experimental Unicode font encodings +) +LaTeX Font Info: Try loading font information for EU1+lmr on input line 100. + + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/euenc/eu1lmr.fd +File: eu1lmr.fd 2009/10/30 v1.6 Font defs for Latin Modern +)) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xunicode/xunicode.sty +File: xunicode.sty 2011/09/09 v0.981 provides access to latin accents and many +other characters in Unicode lower plane + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/tipa/t3enc.def +File: t3enc.def 2001/12/31 T3 encoding +LaTeX Font Info: Try loading font information for EU1+lmss on input line 357 +. + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/euenc/eu1lmss.fd +File: eu1lmss.fd 2009/10/30 v1.6 Font defs for Latin Modern +)) +\tipaTiiicode=\count121 +\tipasavetokens=\toks14 +\tipachecktokens=\toks15 + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/graphics/graphicx.sty +Package: graphicx 2014/04/25 v1.0g Enhanced LaTeX Graphics (DPC,SPQR) + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/graphics/keyval.sty +Package: keyval 2014/05/08 v1.15 key=value parser (DPC) +\KV@toks@=\toks16 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/graphics/graphics.sty +Package: graphics 2009/02/05 v1.0o Standard LaTeX Graphics (DPC,SPQR) + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/graphics/trig.sty +Package: trig 1999/03/16 v1.09 sin cos tan (DPC) +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/latexconfig/graphics.cfg +File: graphics.cfg 2010/04/23 v1.9 graphics configuration of TeX Live +) +Package graphics Info: Driver file: xetex.def on input line 91. + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xetex-def/xetex.def +File: xetex.def 2014/04/28 v4.01 LaTeX color/graphics driver for XeTeX (RRM/JK) + +)) +\Gin@req@height=\dimen137 +\Gin@req@width=\dimen138 +)) +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \fontspec with arg. spec. 'O{}m' on line 41. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setmainfont with arg. spec. 'O{}m' on line 46. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setsansfont with arg. spec. 'O{}m' on line 51. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setmonofont with arg. spec. 'O{}m' on line 56. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setmathrm with arg. spec. 'O{}m' on line 65. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setboldmathrm with arg. spec. 'O{}m' on line 69. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setmathsf with arg. spec. 'O{}m' on line 73. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setmathtt with arg. spec. 'O{}m' on line 77. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newfontfamily with arg. spec. 'mO{}m' on line 96. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newfontface with arg. spec. 'mO{}m' on line 100. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \defaultfontfeatures with arg. spec. 'om' on line +. 108. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \addfontfeatures with arg. spec. 'm' on line 144. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newfontfeature with arg. spec. 'mm' on line 156. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newAATfeature with arg. spec. 'mmmm' on line 164. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newICUfeature with arg. spec. 'mmm' on line 172. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \aliasfontfeature with arg. spec. 'mm' on line +. 201. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \aliasfontfeatureoption with arg. spec. 'mmm' on +. line 203. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newfontscript with arg. spec. 'mm' on line 208. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newfontlanguage with arg. spec. 'mm' on line 235. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareFontsExtensions with arg. spec. 'm' on +. line 256. +................................................. +Variant \prop_gput:cnV already defined; not changing it on line 582 +Variant \prop_gput:cnx already defined; not changing it on line 583 +\l_fontspec_tmp_int=\count122 +LaTeX Info: Redefining \itshape on input line 2087. +LaTeX Info: Redefining \slshape on input line 2092. +LaTeX Info: Redefining \scshape on input line 2097. +LaTeX Info: Redefining \upshape on input line 2102. + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/fontspec/fontspec.cfg))) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/realscripts/realscripts.sty +Package: realscripts 2013/03/18 v0.3c Access OpenType subscripts and superscrip +ts +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \fakesubscript with arg. spec. 'm' on line 19. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \fakesuperscript with arg. spec. 'm' on line 22. +................................................. + +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \textsubscript with arg. spec. 's' on line 25. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \textsuperscript with arg. spec. 's' on line 28. +************************************************* +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \realsubscript with arg. spec. 'm' on line 45. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \realsuperscript with arg. spec. 'm' on line 60. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \textsubsuperscript with arg. spec. 'sO{l}mm' on +. line 138. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \textsupersubscript with arg. spec. 'sO{l}mm' on +. line 143. +................................................. +\subsupersep=\dimen139 +) (f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/metalogo/metalogo.sty +Package: metalogo 2010/05/29 v0.12 Extended TeX logo macros +\xl@everylogo=\toks17 +\xl@@everylogo=\toks18 +LaTeX Info: Redefining \TeX on input line 193. +LaTeX Info: Redefining \LaTeX on input line 202. +LaTeX Info: Redefining \LaTeXe on input line 219. +) +\xxt@tempbox=\box41 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xecjk/xeCJK.sty +Package: xeCJK 2014/05/13 v3.2.12 Typesetting CJK scripts with XeLaTeX + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/l3packages/xtemplate/xtempla +te.sty +Package: xtemplate 2014/05/05 v4740 L3 Experimental prototype document function +s +\l__xtemplate_tmp_dim=\dimen140 +\l__xtemplate_tmp_int=\count123 +\l__xtemplate_tmp_muskip=\muskip16 +\l__xtemplate_tmp_skip=\skip49 +Variant \prop_get:NoNTF already defined; not changing it on line 106 +Variant \prop_get:NoNT already defined; not changing it on line 107 +Variant \prop_get:NoNF already defined; not changing it on line 108 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/l3packages/l3keys2e/l3keys2e +.sty +Package: l3keys2e 2014/05/05 v4740 LaTeX2e option processing using LaTeX3 keys +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/everypage/everypage.sty +Package: everypage 2007/06/20 1.1 Hooks to run on every page +) +\l__xeCJK_tmp_int=\count124 +\l__xeCJK_tmp_box=\box42 +\l__xeCJK_tmp_dim=\dimen141 +\l__xeCJK_tmp_skip=\skip50 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKShipoutHook with arg. spec. '' on line 145. +................................................. +\g__xeCJK_spacefactor_int=\count125 +\l__xeCJK_begin_int=\count126 +\l__xeCJK_end_int=\count127 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \makexeCJKactive with arg. spec. '' on line 363. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \makexeCJKinactive with arg. spec. '' on line 364. +................................................. +\c__xeCJK_HalfLeft_class_int=\XeTeXintercharclass4 +\c__xeCJK_HalfRight_class_int=\XeTeXintercharclass5 +\c__xeCJK_NormalSpace_class_int=\XeTeXintercharclass6 +\c__xeCJK_IVS_class_int=\XeTeXintercharclass7 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKDeclareCharClass with arg. spec. +. 's>{\TrimSpaces }mm' on line 518. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \__xeCJK_set_char_class_aux:Nnw with arg. spec. +. 'm>{\SplitArgument {1}{->}}m' on line 535. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \normalspacedchars with arg. spec. 'm' on line +. 577. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKResetPunctClass with arg. spec. '' on line +. 584. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKResetCharClass with arg. spec. '' on line +. 591. +................................................. +\c__xeCJK_CJK_node_dim=\dimen142 +\c__xeCJK_CJK-space_node_dim=\dimen143 +\c__xeCJK_default_node_dim=\dimen144 +\c__xeCJK_default-space_node_dim=\dimen145 +\c__xeCJK_CJK-nobreak_node_dim=\dimen146 +\c__xeCJK_normalspace_node_dim=\dimen147 +\l__xeCJK_ccglue_skip=\skip51 +\l__xeCJK_ecglue_skip=\skip52 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKnobreak with arg. spec. '' on line 1308. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKDeclareSubCJKBlock with arg. spec. +. 's>{\TrimSpaces }m>{\TrimSpaces }m' on line 1497. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKCancelSubCJKBlock with arg. spec. 'sm' on +. line 1508. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKRestoreSubCJKBlock with arg. spec. 'sm' on +. line 1517. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKsetwidth with arg. spec. 'smm' on line 1615. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKsetkern with arg. spec. 'mmm' on line 1619. +................................................. +................................................. +. xtemplate info: "declare-object-type" +. +. Declaring object type 'xeCJK/punctuation' taking \c_zero argument(s) on +. line 1720. +................................................. +\l__xeCJK_fixed_punct_width_dim=\dimen148 +\l__xeCJK_mixed_punct_width_dim=\dimen149 +\l__xeCJK_middle_punct_width_dim=\dimen150 +\l__xeCJK_fixed_margin_width_dim=\dimen151 +\l__xeCJK_mixed_margin_width_dim=\dimen152 +\l__xeCJK_middle_margin_width_dim=\dimen153 +\l__xeCJK_bound_punct_width_dim=\dimen154 +\l__xeCJK_bound_margin_width_dim=\dimen155 +\l__xeCJK_margin_minimum_dim=\dimen156 +\l__xeCJK_kerning_total_width_dim=\dimen157 +\l__xeCJK_same_align_margin_dim=\dimen158 +\l__xeCJK_different_align_margin_dim=\dimen159 +\l__xeCJK_kerning_margin_width_dim=\dimen160 +\l__xeCJK_kerning_margin_minimum_dim=\dimen161 +\l__xeCJK_bound_dim=\dimen162 +\l__xeCJK_reverse_bound_dim=\dimen163 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKDeclarePunctStyle with arg. spec. +. '>{\TrimSpaces }mm' on line 2205. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKEditPunctStyle with arg. spec. +. '>{\TrimSpaces }mm' on line 2218. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setCJKfallbackfamilyfont with arg. spec. 'mO{}m' +. on line 2306. +................................................. +\g__xeCJK_family_int=\count128 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \CJKfamily with arg. spec. 't+t-m' on line 2730. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \__xeCJK_gobble_CJKfamily:wn with arg. spec. +. 't+t-m' on line 2744. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setCJKmainfont with arg. spec. 'O{}m' on line +. 2794. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setCJKsansfont with arg. spec. 'O{}m' on line +. 2800. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setCJKmonofont with arg. spec. 'O{}m' on line +. 2805. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setCJKfamilyfont with arg. spec. 'mO{}m' on line +. 2812. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \newCJKfontfamily with arg. spec. 'omO{}m' on line +. 2818. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \CJKfontspec with arg. spec. 'O{}m' on line 2823. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \defaultCJKfontfeatures with arg. spec. 'm' on +. line 2846. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \addCJKfontfeatures with arg. spec. 'sO{}m' on +. line 2852. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \setCJKmathfont with arg. spec. 'O{}m' on line +. 3020. +................................................. +\l__xeCJK_verb_case_int=\count129 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKVerbAddon with arg. spec. '' on line 3173. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKOffVerbAddon with arg. spec. '' on line +. 3177. +................................................. +\l__xeCJK_verb_exspace_skip=\skip53 + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xecjk/xunicode-addon.sty +Package: xunicode-addon 2014/05/13 v3.2.12 addon file for xunicode + +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \ReloadXunicode with arg. spec. 'm' on line 89. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \DeclareUTFmathsymbols with arg. spec. 'm' on +* line 124. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \UseMathAsText with arg. spec. '' on line 133. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \UndeclareUTFcharacter with arg. spec. +* 'O{\UTFencname }mm' on line 168. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \UndeclareUTFcomposite with arg. spec. +* 'O{\UTFencname }mmm' on line 175. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \DeclareUTFcharacter with arg. spec. +* 'O{\UTFencname }mm' on line 202. +************************************************* +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFSymbol with arg. spec. 'mO{\UTFencname +. }m' on line 228. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFCommand with arg. spec. 'mO{\UTFencname +. }m' on line 230. +................................................. +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \DeclareUTFcomposite with arg. spec. +* 'O{\UTFencname }mmm' on line 273. +************************************************* +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFCompositeCommand with arg. spec. +. 'mO{\UTFencname }mm' on line 286. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFCompositeSymbol with arg. spec. +. 'mO{\UTFencname }mm' on line 291. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFComposite with arg. spec. +. 'mO{\UTFencname }' on line 293. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFEncodedAccent with arg. spec. +. 'mO{\UTFencname }mm' on line 295. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFEncodedAccents with arg. spec. +. 'mO{\UTFencname }mm' on line 297. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFEncodedSymbol with arg. spec. +. 'mO{\UTFencname }mm' on line 299. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFEncodedCircle with arg. spec. +. 'mO{\UTFencname }mm' on line 301. +................................................. +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \DeclareEncodedCompositeCharacter with arg. +* spec. 'mmmm' on line 303. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \DeclareEncodedCompositeAccents with arg. spec. +* 'mmmm' on line 305. +************************************************* +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFDoubleEncodedAccent with arg. spec. +. 'mO{\UTFencname }mm' on line 307. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFDoubleEncodedSymbol with arg. spec. +. 'mO{\UTFencname }mm' on line 309. +................................................. +\l__xunadd_circle_width_dim=\dimen164 +\l__xunadd_tmp_coffin=\box43 +\l__xunadd_circle_coffin=\box44 +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \settextcircledratio with arg. spec. 'm' on line +. 459. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \AtBeginUTFCommand with arg. spec. 'sO{}+m' on +. line 528. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \AtEndUTFCommand with arg. spec. 'sO{}+m' on line +. 538. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \DeclareUTFTIPACommand with arg. spec. +. 'O{\UTFencname }m' on line 570. +................................................. +) +\g__file_internal_ior=\read1 + (f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xunicode/xunicode.sty +File: xunicode.sty 2011/09/09 v0.981 provides access to latin accents and many +other characters in Unicode lower plane + +*** Reloading Xunicode for encoding 'EU1' *** +) (f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xecjk/xunicode-extra.def +File: xunicode-extra.def 2014/05/13 v3.2.12 extra definition for xunicode +) +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKsetup with arg. spec. '+m' on line 3476. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKsetemboldenfactor with arg. spec. 'm' on +. line 3478. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKsetslantfactor with arg. spec. 'm' on line +. 3480. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \punctstyle with arg. spec. 'm' on line 3481. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKplainchr with arg. spec. '' on line 3482. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \CJKsetecglue with arg. spec. 'm' on line 3483. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \CJKspace with arg. spec. '' on line 3485. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \CJKnospace with arg. spec. '' on line 3486. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKallowbreakbetweenpuncts with arg. spec. '' +. on line 3488. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKnobreakbetweenpuncts with arg. spec. '' on +. line 3490. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKenablefallback with arg. spec. '' on line +. 3492. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKdisablefallback with arg. spec. '' on line +. 3494. +................................................. +................................................. +. LaTeX info: "xparse/define-command" +. +. Defining document command \xeCJKsetcharclass with arg. spec. 'mmm' on line +. 3499. +................................................. + +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \nobreakspace with arg. spec. '' on line 3582. +************************************************* +************************************************* +* LaTeX warning: "xparse/redefine-command" +* +* Redefining document command \fontfamily with arg. spec. 'm' on line 3628. +************************************************* +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xecjk/config/xeCJK.cfg +File: xeCJK.cfg 2014/05/13 v3.2.12 Configuration file for xeCJK package +)) +................................................. +. fontspec info: "no-scripts" +. +. Font STSong does not contain any OpenType `Script' information. +................................................. +\g_fontspec_family_STSong_int=\count130 +................................................. +. fontspec info: "no-font-shape" +. +. Could not resolve font STSong/B (it probably doesn't exist). +................................................. +................................................. +. fontspec info: "no-font-shape" +. +. Could not resolve font STSong/I (it probably doesn't exist). +................................................. +................................................. +. fontspec info: "no-font-shape" +. +. Could not resolve font STSong/BI (it probably doesn't exist). +................................................. +................................................. +. fontspec info: "defining-font" +. +. Font family 'STSong(0)' created for font 'STSong' with options []. +. +. This font family consists of the following shapes: +. +. * 'normal' with NFSS spec.: +. <->"STSong/ICU:" +................................................. + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/setspace/setspace.sty +Package: setspace 2011/12/19 v6.7a set line spacing +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/tools/indentfirst.sty +Package: indentfirst 1995/11/23 v1.03 Indent first paragraph (DPC) +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/titlesec/titlesec.sty +Package: titlesec 2011/12/15 v2.10.0 Sectioning titles +\ttl@box=\box45 +\beforetitleunit=\skip54 +\aftertitleunit=\skip55 +\ttl@plus=\dimen165 +\ttl@minus=\dimen166 +\ttl@toksa=\toks19 +\titlewidth=\dimen167 +\titlewidthlast=\dimen168 +\titlewidthfirst=\dimen169 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/geometry/geometry.sty +Package: geometry 2010/09/12 v5.6 Page Geometry + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/generic/oberdiek/ifvtex.sty +Package: ifvtex 2010/03/01 v1.5 Detect VTeX and its facilities (HO) +Package ifvtex Info: VTeX not detected. +) +\Gm@cnth=\count131 +\Gm@cntv=\count132 +\c@Gm@tempcnt=\count133 +\Gm@bindingoffset=\dimen170 +\Gm@wd@mp=\dimen171 +\Gm@odd@mp=\dimen172 +\Gm@even@mp=\dimen173 +\Gm@layoutwidth=\dimen174 +\Gm@layoutheight=\dimen175 +\Gm@layouthoffset=\dimen176 +\Gm@layoutvoffset=\dimen177 +\Gm@dimlist=\toks20 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/fancyhdr/fancyhdr.sty +\fancy@headwidth=\skip56 +\f@ncyO@elh=\skip57 +\f@ncyO@erh=\skip58 +\f@ncyO@olh=\skip59 +\f@ncyO@orh=\skip60 +\f@ncyO@elf=\skip61 +\f@ncyO@erf=\skip62 +\f@ncyO@olf=\skip63 +\f@ncyO@orf=\skip64 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/subfigure/subfigure.sty +Package: subfigure 2002/03/15 v2.1.5 subfigure package +\subfigtopskip=\skip65 +\subfigcapskip=\skip66 +\subfigcaptopadj=\dimen178 +\subfigbottomskip=\skip67 +\subfigcapmargin=\dimen179 +\subfiglabelskip=\skip68 +\c@subfigure=\count134 +\c@lofdepth=\count135 +\c@subtable=\count136 +\c@lotdepth=\count137 + +**************************************** +* Local config file subfigure.cfg used * +**************************************** +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/subfigure/subfigure.cfg) +\subfig@top=\skip69 +\subfig@bottom=\skip70 +) +(f:/ProgramFiles/texlive/texmf-local/tex/latex/local/pythonhighlight.sty +Package: pythonhighlight 2011/09/19 python code highlighting; provided by Olivi +er Verdier + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/listings/listings.sty +\lst@mode=\count138 +\lst@gtempboxa=\box46 +\lst@token=\toks21 +\lst@length=\count139 +\lst@currlwidth=\dimen180 +\lst@column=\count140 +\lst@pos=\count141 +\lst@lostspace=\dimen181 +\lst@width=\dimen182 +\lst@newlines=\count142 +\lst@lineno=\count143 +\lst@maxwidth=\dimen183 + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/listings/lstmisc.sty +File: lstmisc.sty 2014/03/04 1.5c (Carsten Heinz) +\c@lstnumber=\count144 +\lst@skipnumbers=\count145 +\lst@framebox=\box47 +) +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/listings/listings.cfg +File: listings.cfg 2014/03/04 1.5c listings configuration +)) +Package: listings 2014/03/04 1.5c (Carsten Heinz) + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/xcolor/xcolor.sty +Package: xcolor 2007/01/21 v2.11 LaTeX color extensions (UK) + +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/latexconfig/color.cfg +File: color.cfg 2007/01/18 v1.5 color configuration of teTeX/TeXLive +) +Package xcolor Info: Driver file: xetex.def on input line 225. +Package xcolor Info: Model `cmy' substituted by `cmy0' on input line 1337. +Package xcolor Info: Model `RGB' extended on input line 1353. +Package xcolor Info: Model `HTML' substituted by `rgb' on input line 1355. +Package xcolor Info: Model `Hsb' substituted by `hsb' on input line 1356. +Package xcolor Info: Model `tHsb' substituted by `hsb' on input line 1357. +Package xcolor Info: Model `HSB' substituted by `hsb' on input line 1358. +Package xcolor Info: Model `Gray' substituted by `gray' on input line 1359. +Package xcolor Info: Model `wave' substituted by `hsb' on input line 1360. +)) +************************************************* +* xeCJK warning: "fandol" +* +* Fandol is being set as the default font for CJK text. +* Please make sure it has been properly installed. +************************************************* +************************************************* +* fontspec warning: "script-not-exist" +* +* Font 'FandolSong-Regular' does not contain script 'CJK'. +************************************************* +\g_fontspec_family_FandolSong-Regular_int=\count146 +................................................. +. fontspec info: "no-font-shape" +. +. Could not resolve font FandolSong-Bold/I (it probably doesn't exist). +................................................. +................................................. +. fontspec info: "defining-font" +. +. Font family 'FandolSong-Regular(0)' created for font 'FandolSong-Regular' +. with options +. [Script={CJK},BoldFont={FandolSong-Bold},ItalicFont={FandolKai}]. +. +. This font family consists of the following shapes: +. +. * 'normal' with NFSS spec.: +. <->"FandolSong-Regular/ICU:" +. +. * 'bold' with NFSS spec.: +. <->"FandolSong-Bold/ICU:" +. +. * 'italic' with NFSS spec.: +. <->"FandolKai/ICU:" +................................................. +(f:/ProgramFiles/texlive/2014/texmf-dist/tex/xelatex/xecjk/xeCJK-listings.sty +Package: xeCJK-listings 2014/05/13 v3.2.12 xeCJK patch file for listings +\l__xeCJK_listings_flag_int=\count147 +) +(./report.aux + +LaTeX Warning: Label `knn' multiply defined. + +) +\openout1 = `report.aux'. + +LaTeX Font Info: Checking defaults for OML/cmm/m/it on input line 41. +LaTeX Font Info: ... okay on input line 41. +LaTeX Font Info: Checking defaults for T1/cmr/m/n on input line 41. +LaTeX Font Info: ... okay on input line 41. +LaTeX Font Info: Checking defaults for OT1/cmr/m/n on input line 41. +LaTeX Font Info: ... okay on input line 41. +LaTeX Font Info: Checking defaults for OMS/cmsy/m/n on input line 41. +LaTeX Font Info: ... okay on input line 41. +LaTeX Font Info: Checking defaults for OMX/cmex/m/n on input line 41. +LaTeX Font Info: ... okay on input line 41. +LaTeX Font Info: Checking defaults for U/cmr/m/n on input line 41. +LaTeX Font Info: ... okay on input line 41. +LaTeX Font Info: Checking defaults for EU1/lmr/m/n on input line 41. +LaTeX Font Info: ... okay on input line 41. +LaTeX Font Info: Checking defaults for T3/cmr/m/n on input line 41. +LaTeX Font Info: Try loading font information for T3+cmr on input line 41. + (f:/ProgramFiles/texlive/2014/texmf-dist/tex/latex/tipa/t3cmr.fd +File: t3cmr.fd 2001/12/31 TIPA font definitions +) +LaTeX Font Info: ... okay on input line 41. +................................................. +. fontspec info: "setup-math" +. +. Adjusting the maths setup (use [no-math] to avoid this). +................................................. +\symlegacymaths=\mathgroup4 +LaTeX Font Info: Overwriting symbol font `legacymaths' in version `bold' +(Font) OT1/cmr/m/n --> OT1/cmr/bx/n on input line 41. +LaTeX Font Info: Redeclaring math accent \acute on input line 41. +LaTeX Font Info: Redeclaring math accent \grave on input line 41. +LaTeX Font Info: Redeclaring math accent \ddot on input line 41. +LaTeX Font Info: Redeclaring math accent \tilde on input line 41. +LaTeX Font Info: Redeclaring math accent \bar on input line 41. +LaTeX Font Info: Redeclaring math accent \breve on input line 41. +LaTeX Font Info: Redeclaring math accent \check on input line 41. +LaTeX Font Info: Redeclaring math accent \hat on input line 41. +LaTeX Font Info: Redeclaring math accent \dot on input line 41. +LaTeX Font Info: Redeclaring math accent \mathring on input line 41. +LaTeX Font Info: Redeclaring math symbol \colon on input line 41. +LaTeX Font Info: Redeclaring math symbol \Gamma on input line 41. +LaTeX Font Info: Redeclaring math symbol \Delta on input line 41. +LaTeX Font Info: Redeclaring math symbol \Theta on input line 41. +LaTeX Font Info: Redeclaring math symbol \Lambda on input line 41. +LaTeX Font Info: Redeclaring math symbol \Xi on input line 41. +LaTeX Font Info: Redeclaring math symbol \Pi on input line 41. +LaTeX Font Info: Redeclaring math symbol \Sigma on input line 41. +LaTeX Font Info: Redeclaring math symbol \Upsilon on input line 41. +LaTeX Font Info: Redeclaring math symbol \Phi on input line 41. +LaTeX Font Info: Redeclaring math symbol \Psi on input line 41. +LaTeX Font Info: Redeclaring math symbol \Omega on input line 41. +LaTeX Font Info: Redeclaring math symbol \mathdollar on input line 41. +LaTeX Font Info: Redeclaring symbol font `operators' on input line 41. +LaTeX Font Info: Encoding `OT1' has changed to `EU1' for symbol font +(Font) `operators' in the math version `normal' on input line 41. +LaTeX Font Info: Overwriting symbol font `operators' in version `normal' +(Font) OT1/cmr/m/n --> EU1/STSong(0)/m/n on input line 41. +LaTeX Font Info: Encoding `OT1' has changed to `EU1' for symbol font +(Font) `operators' in the math version `bold' on input line 41. +LaTeX Font Info: Overwriting symbol font `operators' in version `bold' +(Font) OT1/cmr/bx/n --> EU1/STSong(0)/m/n on input line 41. +LaTeX Font Info: Overwriting symbol font `operators' in version `normal' +(Font) EU1/STSong(0)/m/n --> EU1/STSong(0)/m/n on input line 4 +1. +LaTeX Font Info: Overwriting math alphabet `\mathrm' in version `normal' +(Font) EU1/STSong(0)/m/n --> EU1/STSong(0)/m/n on input line 4 +1. +LaTeX Font Info: Overwriting math alphabet `\mathit' in version `normal' +(Font) OT1/cmr/m/it --> EU1/STSong(0)/m/it on input line 41. +LaTeX Font Info: Overwriting math alphabet `\mathbf' in version `normal' +(Font) OT1/cmr/bx/n --> EU1/STSong(0)/bx/n on input line 41. +LaTeX Font Info: Overwriting math alphabet `\mathsf' in version `normal' +(Font) OT1/cmss/m/n --> EU1/lmss/m/n on input line 41. +LaTeX Font Info: Overwriting math alphabet `\mathtt' in version `normal' +(Font) OT1/cmtt/m/n --> EU1/lmtt/m/n on input line 41. +LaTeX Font Info: Overwriting symbol font `operators' in version `bold' +(Font) EU1/STSong(0)/m/n --> EU1/STSong(0)/bx/n on input line +41. +LaTeX Font Info: Overwriting math alphabet `\mathrm' in version `bold' +(Font) EU1/STSong(0)/m/n --> EU1/STSong(0)/bx/n on input line +41. +LaTeX Font Info: Overwriting math alphabet `\mathit' in version `bold' +(Font) OT1/cmr/bx/it --> EU1/STSong(0)/bx/it on input line 41. + +LaTeX Font Info: Overwriting math alphabet `\mathsf' in version `bold' +(Font) OT1/cmss/bx/n --> EU1/lmss/bx/n on input line 41. +LaTeX Font Info: Overwriting math alphabet `\mathtt' in version `bold' +(Font) OT1/cmtt/m/n --> EU1/lmtt/bx/n on input line 41. +LaTeX Font Info: Redeclaring math alphabet \mathrm on input line 41. + +*geometry* driver: auto-detecting +*geometry* detected driver: xetex +*geometry* verbose mode - [ preamble ] result: +* driver: xetex +* paper: a4paper +* layout: +* layoutoffset:(h,v)=(0.0pt,0.0pt) +* modes: +* h-part:(L,W,R)=(56.9055pt, 483.69687pt, 56.9055pt) +* v-part:(T,H,B)=(71.13188pt, 702.78308pt, 71.13188pt) +* \paperwidth=597.50787pt +* \paperheight=845.04684pt +* \textwidth=483.69687pt +* \textheight=702.78308pt +* \oddsidemargin=-15.36449pt +* \evensidemargin=-15.36449pt +* \topmargin=-38.1381pt +* \headheight=12.0pt +* \headsep=25.0pt +* \topskip=12.0pt +* \footskip=30.0pt +* \marginparwidth=35.0pt +* \marginparsep=10.0pt +* \columnsep=10.0pt +* \skip\footins=10.8pt plus 4.0pt minus 2.0pt +* \hoffset=0.0pt +* \voffset=0.0pt +* \mag=1000 +* \@twocolumnfalse +* \@twosidefalse +* \@mparswitchfalse +* \@reversemarginfalse +* (1in=72.27pt=25.4mm, 1cm=28.453pt) + +\c@lstlisting=\count148 +LaTeX Font Info: External font `cmex10' loaded for size +(Font) <14.4> on input line 43. +LaTeX Font Info: External font `cmex10' loaded for size +(Font) <7> on input line 43. +[1 + +] + +LaTeX Font Warning: Font shape `EU1/STSong(0)/bx/n' undefined +(Font) using `EU1/STSong(0)/m/n' instead on input line 45. + +File: csv.jpg Graphic file (type QTm) + + +Package Fancyhdr Warning: \headheight is too small (12.0pt): + Make it at least 14.49998pt. + We now make it that large for the rest of the document. + This may cause the page layout to be inconsistent, however. + +[1] +File: map.jpg Graphic file (type QTm) + +Overfull \hbox (28.45273pt too wide) in paragraph at lines 75--76 + [][] + [] + +LaTeX Font Info: External font `cmex10' loaded for size +(Font) <12> on input line 93. +LaTeX Font Info: External font `cmex10' loaded for size +(Font) <8> on input line 93. +LaTeX Font Info: External font `cmex10' loaded for size +(Font) <6> on input line 93. +[2] [3] (./report.aux) + +LaTeX Font Warning: Some font shapes were not available, defaults substituted. + + +LaTeX Warning: There were multiply-defined labels. + + ) +Here is how much of TeX's memory you used: + 19532 strings out of 493734 + 389856 string characters out of 6144398 + 443354 words of memory out of 5000000 + 22711 multiletter control sequences out of 15000+600000 + 7481 words of font info for 50 fonts, out of 8000000 for 9000 + 1328 hyphenation exceptions out of 8191 + 52i,11n,58p,10438b,420s stack positions out of 5000i,500n,10000p,200000b,80000s + +Output written on report.pdf (4 pages). diff --git a/report.pdf b/report.pdf new file mode 100644 index 0000000000000000000000000000000000000000..7eb06978734dd76051d1e809a7c82b3c245b8099 GIT binary patch literal 248161 zcmeFa2T;^a(=Yl5mK+2m#|0Kaa!!H*N?4JclOV96lyz=&U++a6g=1vwc-diw7D>rMffRMn|t9WDLp~M#S%$(d@>{KJwf&57&EKv9)TQt%}p(O#tE8w|A(`D z&;7~US3X>wu?ae)#8NM_YHka& zBt6dd!i}a!Pdy>S&yR~fy`MeS%jPa)>J_Y;@Woia@63t^bF}!Mi%0$RbGP_~{>!%A zxUTg-H|@HUy_2h^^Br>-?+uuTjX6w1L6%p`+Zo2Ir)p*kGk4?FbT@PR`G2Ux9V-~G zu8jq1kA;PWcoktbR@QEKf}-NQvNmpa)nKmIogAE<9AS=bV6nfHA;u@bFLbJoLjz1v|A6B$;5vYVg@uiUiGz)ejf;zeM?gkMfR9f=O?vSH89fan13e8L z9T>vH24?1Bp`&9Lz0AeOFC-+y$R;i&CLqZpC?xQ65Hws|TmpOoDnddk0VX;of&b;N z;|72P2h9ha0|Sj2Kqo=NAVE8B0T=-Q4HG5pPl5mE7aBSS2onn%2Nw??^#|p|06H25 z2091>6B7hN{k1RZ_W+0llaz^H2J52w9c*S7GJ%JYFL798iyO%``nDi~X0C8tJPJxG zY8uu{Z0wgggoH&z#l$79-;k46P=wyp)Y8_`)zddHw}4q%S=-p&b#wRd^zyzJ@F+0o z@sp>)h^Xk8*tqBM39r)9GcvQXb8<^c%gQS%tEy|7np;}i+B-VC`UeJwhChysB4=jj z<`)*1J}s|o@9ge<-aq*A_1n*Np#d2GUe?LV{$pJvsCA)(Ko}tGpX)+H_e6bTkbp3m z__0W3)UoflTx1q_h(jhD`LehXmqk!xi`>k$503&OG{d_6b7}ut*`F;8{=c=dlZBnG z3keWlprMq9K>}O@4wMCtWJLTvH(uK#QLV499LSrmsfp?iSnSLFYdXK8uj^Lb}Eq<3?&v=h51aWJ9MKF+yBFE*crAjt}rSzlSnf--@CNu_g zDsA!^WJ&fF5iQ$LT2nd+F@h`*F%C7s1zAE>yJLVM;u!cSe5C!<{IHkN4w3bq#%7;S zFif_CVWI2dkLeQm7Wd|yPjU{(W1v0#+UNIvF@V6gZ&NCzh?Nyp9}P*)$=1lhe(_7ypbYjxZE)g1TxGGCZuh|P07+%S51Z4w`1uV5sR@<&Jl6$FG{ah537{;yeZEJ2SV?Wn&=-^xW)DONc)iIur~*vra`e^9r9Iy3c#% zeo<@g3xVrRnTLi?KC)F9_bI#<2uoMP%1q2PupM3(PV11p+DWRHa+$>*$OVO9YO5pOK>>CULK=utU#`i>%y%3xkbK0l7RmZ_ z79r9g=H^VTf&(TNpkjDL)4k2unfv9o$Jaa0w69t`4piQ+Bq>m}uYDD+1EW`b)qaq2 z^&_ilg3!R4sTEydgj9Dl+hLm|}F< zUs0n4A+4=V&D9ct?hl0kxI%}2iJYfO@;#w2aLFl_s$6qX(MxN}&V^=vzq^M0v!(iA zFfcgauB2=*ky+-AqcF;>bg>oU;P3otS|Ev78f?KQg(EC=q8c66@J&hIf}1adY_dig zdc^U;K5^`-2k=f>l8;1LFUc!UEl&&RUS0K-=uvu|BUz;hL}WaL_~+&d=syKx0tiKb z)K*GVt86GAX{QkJ$QJ=Amei0R!6pjBxZDUr$GVR3Awd5D%U59&{GKT;e%q{f5nDO+ z!?VJj>v3-CEAP^B$n=hO+mZ7*yYdOXAp~;~CD_%jkB$K^uE=6~=aqXT(zG6Lx0f&c zxNEX->(`$5;#6ksr?c0hw72TkcbX}3?{{9nOI&wkF-jTrlw-*2l8BV1NpQ@ud2LuW z9L|Ju2!Wb;rH2*~(bHjR!f`+ZLD(;`vd*ZdrTE8EczLJhVyMs|6?Hq4#Rb;|+@mdh z7Bh*N!9C`R6WjBr_Vsnj((iP4XN$u#B_%6{M38ICEAc~sR8lB_uB?!`5}Qz7t8BeP z9A0uGmMvIu44CO_fQfP%VC#krE|4TP|vA=``ol{g$!}v8U zWbge36=7d~1s3YR#!27|Q2qudeNVlG?U#rM*xLLCD^gBW^P2S6z;G59fL{ZHFvD+9 zG4Jg!@#5D=nM!y9m6^XrO4YNz@=H)mB~<-2 za=(O1GPJW;`D>`OIdzwmUt%I!&TpW?*5@QBDE$%^I8RX_8|~MyFnI4bpjh(#muT^8 znDiGpL7n(t!{pUdXSw)GK>R0xI?4I|Nud5op#Bd?pg5NEukCB6u!Mv&@yA~{P$*ZH zRCagbe$$#?_u*zBBusw1Al(#>Hx0j{>DK!dG>SSJfsTO>ayrB1m-FOe%3rlP3FC*C zjMb$+pL61#=b0u}#HS@rqYcB-B5gqTp=ICe7F$~rI=rH!w_8GW&EpvY+7#H(2{{rv zw0yBvG%MCIf|@t0KYLjsaL!iro_x9~;@dEL0l|LX^SM~@TMr+|TXHnCOozVXBU@VJ zs5uQmB)u1n4ZEFO?3{#1UqV?TD>-wh!0;+?*bsea^gURThX;*saz>u_C;?-wTqk5k zcG?2rN0T#4Z*|BpJkHrj_R+PBzt`1;fY!|004mPNk*?wri2%CbdJJ@Rb#DjKtE&gg z@^4Z`|A^hZrBU2T1<=7acd?1Y%=oacM*zHrLdO8?F-e4`v4pi%Y_9m4@{+tD*`6;a8Xf4y>yoN$f@h2-P{& z3Y(*DB9@TQ0P2Wuz8v9?d3kyFmU$fAxj8ig7p}o-2gveVP)Wx}*epu3RC!+S5NQxfXO`;?+FD z`K7Y}^jfIaHc{!1a63ox>0rBR1FEHJu^_@?$$Ussc#H;{SVt!Sli|8Rbo;i+a=+2| zih)iBe%FI;&&3~?1%aAyG#>w-v->1WcLcYiQBz&$dmkg4Bpbth{SY0#b=(Rf&9gis;l!Gf}F zXN{fHQ;b4$TwL5Yw>VLW*q9vIofjn&%fUM0EC5D?@sa6FJApj#$rUU4BoS2u-Tgbo zDwx9<;;rbDgI-wK*fDrq$KL33g^Hsk{D z$KizItZNvYL?+8Wm>Zy2vrik~nky|DSX<{d@98l8f#iX*;Zb5hqP`5QpVL#?Om}zp z4+*8jWTl&fFTGVq9rs!}=_38nI(Uu&KIge07Qjs$L**og$VM0cJI$v3!nCy|ujd^D z=E$)?FXn^|ogncI6{Y}tRZb`y%YxR^9svPqYBeQ{KhPe4xq1#-V!aYpCJlX_8G5J2 z;6dp^tBn;KLFA1fj~wp5Y8a(|GB<$lA)>w<>oPiGv+ogGykx=mV4V^Y6^Q>30sU^X ze@;*8TMG*dN6D=3donU?)#|d=D({)agef)v^OSzi#ax<6{3YlfW}PB~78>2(X;%Fg z#+{qOH0)Qr?$A_6qU_0eo$i2*xUqsQCOs;0C-=q@H8q$ZoAu$Js1HE@T&lXS=R#*; zPxbEcz_QZcMFFkYzs{ffe=xT{X6>IxfG@5)JI8{ra(#>uRWc^T#t^~7}SVpl)3S3vkZN% z(q90a*ZT)kqfh)IeEFW!lGc53Z*RXW=-s=N40< z$6%Y&10JC8w`%=`Y1?K!aeuMqW9VE6(lqY+&@R>4!sqaG!3HvaKQ~gmOzMg6-)Kc0pVOB|?E7JD_~ioDz>Kib8;*w)+R+g=L5u=B)AM`ai@$)C z{~9yD1upFA_Dw!#Mf9xa2M(24iWTtX>c=RFh?ELhI65VWe0re%51gG#X#at;e9+E?y!mFq)4dMVVdCb|9hCEyW_biEIOEM|Di6$FpYu(k_+tQ^c+HAw#>$Az}L4v%|_#yc%Q_0s?|T;m!i}O`1Mf+S8TYq_DSv!bgA2 z(03{*{z(iDC$&+|CgfS?POJ6h*)!pO9r$CLq~p29I5vajXEqF1cGkPqZuzO#?Qk!t zsG%0@l&^F;jKCiWa8h>*FU>m0I0oM49|@C};W*rZbaoLT_|`wC5={Mp6v`CH_0P%* zx>e;-s!D@_m?0q{Gil=lg+9BD*8z>{+gvF zLDLpPsaDB)V@l}_Ww-5&-~Ah|m&hv7+T-6q8^(iijW&!qt%;FM(5Ps7$epoOjUOlD z5QP4T2q%@%w6*0Q%YK`yexY&>=(KuJ0oQ=^kSo5{7@~h5gr;0Yt*@r~&<3}~K>ueZ z8FLmEG3x^i&NWuiBG_&G`^A?Gzi67A%)n@+x~X&w_!)k;2F_Sl$M&UYq<{ZLKk`at z|EAmyvdUzNgzjk|cZ18KlZLY>GhFvd+)X4%qzGZLfDNVc_%`_VbR-OxKM~^g$?j$! zO8DI~Is7&?r*0@6G)#IcDRr5JXvzS1{|913_c;_yX$`vjJkuB2d!wkP*U`~KBh}D# zh^xFttqY&xg2o<^eLR^#VRYcI{}`AWJ_cxjlaot{JV?B_OusyReL3&h zfja(3h%+1fkNf`PzW-Mk^55gW@3!gN@}08eg`QpBu#8ow%Xc)}1&4#;WH>nlEikFY zFe`~0Zzc|(4ICLK9wJShLbt1{f}reU>%SAEQPk=pp#;g5wv6l&y#H?PD{K5y+Na$* zr?nmR6I_3F)D0hBa&n$is&(MGF-DLW-qa3Kf^YW`P z>?ro8@~Esl}0zNkTpkWA;fCM+6En>-D0zzh5pqnc*}N2mxnHHDPl)l>=!s za?uBZO6*}emHgfj3UH;=m>B93^pGUt5ud|@|pQ4uenlI~_RVA|` zw84Uk3)J!WNg zOE5dPf9evKw)^jME6~8T`HNPleyEGbfDC!etl!l5CkeN=!YMDag(zJZqU5==qRjnD z41_v9HIR#I$n*_Z$zsc~(ILs=S`liV{@%)S z!PsyFZ9bkry@Oiu#zeFmCTDM;YR48znt;|5KN1*y`@(!%-?Qv5knD zjk?i;qn(x6MH7kHMX!2q6Wde>Ge-zB^Y`4V8!AwUzx8QQxSJx>&pI?9r`4A_G*dZ9 zP--wvMiL{k%UrtI+eQB&3CmO*uf?n~|E#rW{egmkoIkRa_0xKx)$;EpAFD{l%mY6a zlj#?cs*gqsm{VppHWt!WrXjpd>nq(YoZl!zt?4AddG-7EmlL=RmKYIv@*M4tT9YU$ z_eGGxVNt@#Q!(yNrq~Dzeg!a$>7s}F2U0CMxHxdpNv9-0J9z5gAhwdC|LgDppWJTC zp*}8JU-Sa~$3@M95@x`~>iyq}_p#0@7}*iaod>Vj0kD^mI5{{EU(hJ^yDy9zuoz#X4Q3+C)RPDKt`^ z7KC8AJkFyWTCELvF>sK>;mJAlhd>vh==+$Zy1KeVbi3N;Z@s}r>n1Ve+PZ9bsRXfN z4gN7T=iXkEE>To6w`JpS3VK_{Qsu~p)gX_cM zge@BKM;4SM@=b~m!2i?D$Rtu6FdSD06N)AETL~4h0#7Qny5e)t0uk#9K7$`6SAIy3 z^;%nyq%ZG#Cvg@pGt6sDW5f{D8j*&+age~*lOc5uNVoU#dsM&gHwos))>T|Hv7;&}cnp}nHu*tT zex`>?J8tHO$h8aBA8c%V{Jb%1xSWLtIcvm*WOE54v%zSCaBp$p2S_)HA~<9QTXAIn zn;J%8-s~XPe0hA9;uJNX%2rh)_G4Kpw>9tO{^IYr#{guv`Px1n%I*4;3_QmQ*5=`~ zwcVF#sZwxc+#0d{KXv!2$gHlu*W5ZvWPDs^EmZdAZ5@1qLX2jGe1gvQr8ZW_ATh8a zBbk%{44!db*ykjJz@*qxp=H{+OSqGiRN$>o*NKwDr6e>R&Z42fq5DKq#C1<^7>oJE zMjW2!;4OM;@8u3DU++|cUUa`s$*tZW@O-~Ljp2zC`_(adyf^Y)DorLMWBtcG#i!zi zk7@;<=Ctv$MdVZcu{Ch#=Z6l@?zS{hed#l`QpB)jGRu97#w$&8AO?DzI|Ic_SvT9a z*uF>g5*z~~93PJXIc}RN$J$Z^j^id*y1khf6XpPj0V9o9N*ueeP*}D3oBacZzSREy z{i7XxH@#`QY+W~(+(0c_7By*%9MF!dHHOAX$ss3h*u|E@)!^Mgx>Lw=HZLR7faaG3 z5+0I!%gX1VxO@GhhpP4v=dZ`tQRm%o^gR+AbP~NJhD5G zA#&DEHF+zIM>|2Hp0OGt{F21*W%vcOzPOa6fR7&&fOr3)qBCu(urGef;mt@P8iU(Y zlQNFa=m_2MHo}C}asw=EaR7I4ii)zyxxEHfSH;Tl#knnQ`bFDrU998blbQJtM1O_h zo?D*ZIeSaqU#%4f2W{+h$+xk=iH-SWrX>V+2O{o$+tvDhEwg=QoraK`*J%@6DHn!S z6X>ZxldUaNA`Ai~B2?Kf`3s*UVEOes-PGm&@5A?kQa>2C z+*78iNKpa-qUNdvSNpx6dy-A#+;w{Z_loxnxB{D5P~%?Br~V!*7VtU7p@6`xK+ z@c?gu%sKT*L<|*mw>ekK=Kq~&eug^)&9PNmj$MU3gOn&98BuHl7Adm0IQ|iWD5i%$ zz}3PI;W={~l2>@~Xm&|v5cbu6?}toQZS-D{po65(*pG<*OR939;wHE>R#5!wOBstT z`vaqs*8_wzdZq;UMv+sT0wonh)KF>y!D>DHlO{Di8m_IC6pkVHXSn9o1F({^ir|$? zgmfkH2Lv-z&JDO~6x7sROB@Ynau+~rsNACeRpl`tpYrp(aA^`rSi9hxH;=xS%lBk` zm+uhOV1#ZXQDR$c#u=iGL4V*BclGp;=9JSYEE@5dS)v2@mKsFU&suKYsY zqt3;|hxCcYip9+DI=;u#K56R}-plyD!gsmY_sgRj3|pQlTYD$)hh zCFQc&av2 zuSTIMHl;+ZH?>8TK?k15=@>J`y9C+yM`?c;2$Wu0V5*dG08f9wYD@H%`dq8zl4-oW z!Dt=4{K}FAW0AqIs$Fa~fG0@PXwE=Z}QWkY}AwDn|99 zz@+i=N_51!p;fdeE#J~)!ui(LO`SST8{d4!!b_Vmb3*u0O^T3sdM%*1((h(*=A^2x zWB<5K+&!PiNah;r_$LitAIEO+_ed-SwBKyshTGJu#EInic;0a$+}JE{z{oynl&!mY=q0aW5!*f1L*)|sw3J#*A0D)u}>&PrE*dmD+Qnj~F9kvQKhC_%k? z@U|xR&TB`Fkgo1sbMR*ZiQuz&^TQdRz=YX-DUlteADE;pHlD1_Mvl>OyXr8rTTiM& zHdu>#R%;iKi6>%66Wba@OTcP6nLD`<*Wxhiq^a2=;Id!{!89op4B+$Q;gT%>PJ;IB zjKY)z?st_J$Mi;5uzUWXqKYjie+=ZmFQ2@VsBEhVkGewag_{(s+EUQXitvicr{@u6%+4*&$ZE z0eYB(j-th(Su)8mpEzT|-L}~Jd)Ac#@FK2ir!Ee}l)AZiOhau6M z^$7lyq^uS(Qy_X%>1%dL@ueF^@}8t4R_+r!>&hpm=v2Ifio66ZonzqBz=V-e_x#wH zOy&K;@+5!b7iNqxm@(xG$H1uMfHO;}T@D3AKb|p)#f55g5mqw?#)5Dv%+MzDEUDBuh-wFD zM;KSXsSAikc;L-rM8#-ZXwxRz=4L_-{)1^aZ{V90rwQ4lF=xhMuo4G5Kfz~s^O*jg z=1B=F-q+76Q@_*O&l58v&udC(2dB?fn%caf6Z}93jUg)MdfumDiHw?#qT6HbE;Jp0 zX~9c>F^CoR;3*l*XsP-2;g!wD3D_eW(^We{hhCRAt z4lyVWEAznGd`&!?*8nxK^saa(#v^IH&ue0<{b%@wTHULMsE%c&?!zi>Zu7RUSrPKj z5I{Er78GMU6=yH`CcTw>@eud09DINB%9CMf3`}`#wrnoNt+Z?cZ zZHF%Pc>M?V77Q;RtLq&JmG2J7RmaZy*wIQ!zxTO|v1WZoWLI9VQroEGWs>QuV*7%L zZnnS;3cF_`dt;rvdt{2C8RKz;E;Sk^@8x2i3NX(KR>d}7DcFp&1PK3&hV|BNBL{_aBY%SU7Hsm&&|?=lCuz=K;$YCYMp+M;s0b6TATY&?-} z5#0+^h2#QL92E=f@ABS?2wYHW&VGHG>o8DO=@;;t4>&>Ieo$u?iE}j)Zd-=>2~(iL z;Ik(^vxWp4we`k1Z_jqUVrAr9&osWBM6e2Ly^T!y&?7HU0w>UtHrjtfyu2l&FRYxf-H zUy;CQDPL)U0a9g{?A?Cd*(+O;Po!VCE0TpuZm zmn#t_pV%X5m8yAY=G@ZXCOqRLwUBGEa^Vj0G@jxaoH`>0ioy7IfTML!C4;CmO>ZT3 zmATQ!iN3`Sj0Ud>0;VIA7&SFaOh%VuU2mIAG@_c>Mc+%pg^VJw^tJ>P8AIBP>6YjMmiiIK&9LGm*5YS;>=TGiIn8H&0YJoSUd=k>Gr`-wi* zBAYS$r4jfg*-b2!@0vHJEh0{-j(Oo^cJ~|~!W_K)_Em+(an_J4a!)BN73Mp}lIw<%POy`i0iDXc;Wcvg>4lm4Rv*pc0cdIJ`oQ1Y#?db3hjxz zn`JDLnA@1!!81NNDboeLg6WFZ*_B(u5&FJdTN9Fh=ERR;@b7S6?NQ1>c!u&vf-VRq zMTp(N48PqR_J%`>P2;hCU!J>?d!*@`%CK4C2%ypUI^e9>b0H^(w{UH*Tb!47V;aTP zpj}Lnq2W=);PRq|TxhF41|I9~drn;tx==jP=rV7!zok6i!Pp&Xrra^|shI`5!;X=5 zMs+!_Z96mMoQ^`Je%7*;-;~jMb{*<>V2*0tAsJh|bKoqXcqS9qQ3w`(BPv}|QTO(c zEx{4w;o#2P@=TCr$HI|?R`Ok?kp<8aXo{bpl9!OD%lK&kIc}&lKW?a6d0(~M2wgp1 zMZK?H=b8^Th?x5{GMIVEFDX?I6eKDSnGRV{IyyOl7a+;-YG8grTc2Eh5t*BV&^bfD z2LIMYSo+Q?W@6Qpsc^GDhY*6)M* zdQr?gELWb|3)XCW^+-LFX8*4wh)ZmOl6C=ZlL~}c~NRccL2e}5dHh>wS1Ji7@ zzoBL2uSZHnn2w?9(Ek1Nv!fp`jyPUb=%c7ZkPyNEpw0Jcd1Bi5M04JhwWp_s39X?Q zPg-q^x&ll2xP2+fs>0H!4J=H$?#hIUpK`LXb?tCT+uuYK268%`TsqR>Iw z_Zvb!(mEErB8dk-kzb<*`RA~<*t+I7GhnNmG*gOtQXH(hxUf&ODeL$O(B?}w z3hi%05ag(GeRlAtua<7ofJRFakuu=s<9KZ;&*Wh37}(Y(FX=_`8z83kR9J$`pL4I$ zCG!X^Qw!Uz%f)KY7p@QEz7k_(k!J}h1o4emGc|UC&NPbr?b1^zI*~$|OiJIaJShl|wYmXdazPvBhaW#?Qwo)kS2j3QhebcOJ9LLzhhca0J(=Td zBoO6Mbas^?Ly-xrP-FrGp9ld4_1?F^+EdZB3{I#$e>UF-Y=yHMr*6pglc`23kJadJ ze)WYx+DvEvoJwSrPW_-hj0t%(VVc15a7V~YtZVB!VK;(~E<)}sXMpyMBo0-_KuWRS z6v_x&|4<9oUaoFc1L+n+h2<3biXLw(^)5Y`z8^{zCQwJ*>^lD#8$u#Y`A2HkVS6V0 zcFoQZ=csSrWF7x)iEldF^X&&K(5p8Zr&zpwNSq&7nZ#@t`-|+4`}OL*-9(WUXLC7W zKfAIO8%FpDtOi!~>nY>2N~$e~9Y6E$!^tL*+;#hNW)C)Q;5?#RXk^c_D^!P{wix&m zRx<7m^B(T|eaRI$9rN|Y)`Y2j;rvH_)`z_Nfm5Sb`!Bxpdg~5(!ECx2S@-5i)iuGw zt}i3~Ubih%x)u`kYX{qrIGR4z6}w}hPY&1Ng{Kd4< zOW{H_{T1iivm7dn`jzn1YYe3#t@`$znEpH+e0B3 z?v#=31HuoRn~+_eg0e4{;`bj`BZaw~#i${BsrbX)KM8G-4~tBxdb5Tz&JFzPB-_r3 z>-1(#dUi*W*qF{9;dLv!E@a{QWl5_qj|-*P(GE{-^1nFt#rmqj@3b$cCZUVQ#x`5Z zg6kM}%WUtI}j;bfTk{{vRNqSe+?F*xL3FgEDzLJu3b%P- zO`Dvi(T?#Dp?dQiOX_dcn5Rl%=QlE3LGmMQ?Jbhh&*D%~m4EifAmaYhfO`3zedg)! zJ#RVZ%%L;h2|k>$4wjpmjMhxb>#xRo9YxqS=B1y=^cax_d(?cUf?(YI6Z|ssDm6T6 zD=!LPXM`Pns6Avu%6f-WZlp)e-=g0UjVq?aUUdIzLQ93=^!IV=_rkE9Y0w4EZDQK# zu*H)4`6#-f!HB|sc*!wfZTur@ok_C&*?|Uh=MvFZ+U}8O0lO043qwQM0vB!83iQhp z-`w&|4HT_-<|I`$@}f2poe5jq`Q~Nh>Y!-^;dz+RSU&@l>St2pr?c;!4rzv)u9f-5 z9m;O5y|BSulr*V9s7CU6c1+%GF=CAWxNzUzl<>_d@&upT*sb@}j8FA)*pTklm?ZpFE@D1=153bx5<9i_&3r{y! z3pg8|)X$FmD?ige`W0gQVQl)tVEBJvN@8jE@gv20<_NNLUO8tXQQeu0-ybJECSGgH zkc6CingSGrVFL`D^TPjtGRsc~qRy+LNcxGvxVGU*{OpYdEq!X3jjs74G^i#nlfO|A z2DQffvzkUbM`1w@Ckk(sRF_$|F1~Qtf9)0>Nf)|M2cz>>#I!J_va)Gx2DG{}$E1FYa> z63FgFi>MO4gk_FG97+4fR3npF9x?mlvL|g2HmCu}D;G7VlrsKxR)2$f-vCuFTrihI zk?_MYAP>Lvne)WujJA85?t6NaSXq1^kE8_!1kuqEE6hk!oH%H%ZD%f3{zCt43?YF{ z#H7ba9FBI}9p^kv%$OarCCf<+(n}Q;5A*L_qUvNv?N)|N&TZ=&;hJ&VI1vgy!8LuJ zWM+*KHlPB_`2s_mKlp>&VYmEX!Db7|gsrIA!VLU6v)q%kC+x1dhRonmB!4a49NTFd za&AhZ_p4Qrb(f6s5fkac;`DO2nCqr=q}9}obUwi;NF-MIqvz(3R7f;KG#XJ}!pq=E zW7cWG>pWk%mmHot2kLuJ;>!j zT#wNhCBf?H3msXa7F^Ly;0blCq{(<67(#GJp_HW1TKFb>`Z;QKo#}~c64KdWOP3Z4@ zbKVN%vcchFXH7FqdM56?kzh+d&r)Z&AOy+_~q^)FegZ7HNsCkk_@2|8TDzYm#?0}q8 zsxGR3XkrevUFHaC5My-}go_=Jp}C&qak)X|neXp&6*$oFduNUN=1#Ce6j;2Ss1?AZ zX!=xG)JSLN26B=7{8T$VXpq27bg0a-(to3CY7RIF8Cy;i2-POyeISJBw*Xje2ad8GfHfgk6+n?`nDSRO-al|JF0YK8opG3fLwF$wOl>&~ z2*L{>`fT#Y*7h>rrql$VGf_U|w#@;fZ6y>+(lKe+rrrVa*O5mH@<^iN!&H8KR`FVI zVW?~46cWEFbbmoqSL3!j?HdyfVg+A!GMzr$Bvlak<@~dn+&~BmIl6O8;lYd{Q4;uXXKwD;piT8`_he%;b=Oo$0wS zWxF4-Q%7EM$H0BOFwEkb%HY|FpD%!1po*v-9JU&& zQMz5K$ZG0tOf#|Gtrsd10}f~HM&oo~pyQ7uIW2rCppQ%#wz@d}d{+ZIOtGn?CNe?> zg_`%2&Tg<8CL>8>p0Q0|W7=2R6g8e3mAsDciHKwsvlpn6)4*0X_T=__QL^D0L7g*$ zTxDaB&?W;zn;pS)=SOO2tQV6TtMC9?1v6Vzk;mZ}SbAh~(D1k0E=_uR>=*dD$x<4b z2ZsB+42|sNe@YvfRHVZaf;wsK&E<=n!yMj|ky8o6arA5rR0G}Cd9{N3*orH|h75*1 zVl1@ejF()QG!(D#5Q)tXpB8wuoVi1X>U1eqQ4i{*dd-J$a^_HjNE$(&>F0t0pgmkR zS{NAfK24ri=rFw8Fg^Xryc72v`#icdCkxPgMTLk8JyVKJwa!?6Q+MzY$&|4ic{Ln) z9pa)u5>eRGmGL~@D5_i@FXVnkqUu`3F|gajdpP~Kv!~*o#I0<*Kk!i7zuk}beCzkIg+mOq zd03kc-`w4aytU@%Ge->KEO@AAj$}ZnM=qAR&$=S2HPWYJZQc$Cobt)s;_f>$`FSfY z@+WiGnta7p^&b!y4VJyYTSnf_A%CT6?nIwkp101?ksVyyGcTJS@xX}Ar8D2JWb7E| z#d*8=P`#l-RA<}B@aKzE59bhkc?Ibf#0nsiNq@+h;QYT1ml{14A{9I1M%;CLHv;Do z(z)5G76?@UZPK6JM#6V?Mf6^MIymgx3VZ%LihgRAV6l+E2Oip7EnV}dzGE%(1uo=C zH9>1{>^-G^rClh`V$(NF-%!@q>AAGPbWBGN&fK`x{_qFkJV-M&D;gwqFBRKFYTm>U@RzP3!q=A z|5auMRG%J|P**g{YOPK@h%M@uara|)D_W{#^J?(}&7N}=Mr2(P*`kURE-xdr!$sxG z(ol9ORG;>)Twnh1oK|&F@xvEpoo>sdv5jJwMS}ib`$A|~e~^Po{BLa*j=RMWfzHk{ zFIob%XQ$H@d!QKAprec`<&ZIz?Gz7hbk3g_&dd8o_;T$r={!JRNhjtx0ut}+2 zJM@_eCE@@yfe@b7bb)$<5_>0C=2$@g!C zfzwV2)b5&#^4_|mb}r2Gp3SfL_F$TWczpvfmkj-fpvS~);KFO{2U#YDt=XfUcJ45) zhQL>P*<7w{v0%oew$e{N#` zgn8ypO>@BBVK31msK0+2+jmE@)VoA+1cPT|;rTRx%Z4WX3CLN`aIwQ7R&)-C&`r5o zhNf!})`}UM8z7yG` zR%8WEmxLHh3_^<2VJ1P!j!uZJR#)qAv;TV|>u|CMcZxL&e|mMW_;nCht1~NpX#17B zZO%gLe?3f1NdTAZirJ7)kC<)7*XXzlk`l|RCPh{<$t z_A(j(o!e6R3#f}M*1*;fT{T;RPrP*gqZP?SLv*$5u7?8EI8y?jDTL@{ch<`}m3BdK z2JRyj-l-vNh(-1V0^(BghG-s9y7gY_h8G&el|%W%w6#ibl7qHwDkg3VK38gkZIy2Klc^wfbd`k6C#P_l46+r9iX=yO>C_Z@Ux zB4Ss(-S**lUnhz*E7ts>=n~m45Ntdd5IM}W;WauM0S?$-2Bd~bNU>;vdRK$z+m-9t z@(~m7@7mx#<)KjS2+=Afp6lR{v7Av0=ovbDJCOA|i8aS=&JGiUBWAF{g_5W@Ah6r6 z+55a892@n2TH{%ep^N{-k?YJCUNA z{3)^iML(JO7t?|LSL~V>X*M1;SV^%o?)kF@ndp#@$|4N_npVe}wloHw7(o;(A~<{)>nt_HV|^ulN*JpOD4{ z53^W0KV^aYDc$o@jxd4@V!`>OF&ot4~U-59&pF+xb+FcTDmNdIzPb{ys{4wy?_?QFvgVpHE4vNY0|5E0 zuvRUAFYV#7&iP1)qLbiDsq`paIaK6Xw`luf6`~jl$LUHT!olA9Pd>>W{!b>1kmyqs zB?>>_U+f#_e^J9?Oyv95-3Z0GgjNk(%5Q<71qlxR0D4a3NUlE?nX?o-hU`g|21P2O zxR;z1>$x9cjO+~E>ZL-}4M}1o>4-1PD4$c#0B@@CPqxp?x}VH1BdVYDqqKiBU4B8W zdJvj{{6yobXER*+)b=?}l(Enl0AOme6l((n?9=zOYtLC3An~oKSF;q+bJUMttIuCg zJx9u73Kz%l$6YTWd{I9PQ5rUL2qp%MWM6(vH6;caeBG*Y|F zL{k9Bwea9bMGK@ul`_uqLjOU5f5OUtYglRdgG7vG_+0W9@Vk@?Rcd#~@2(ik=Y2($`di7k`lQn#&CG@{DPe zz2$?tXBj`UO2Bz%!($ev)`-t1Q12Pcp-uL=^_jgP~~yyvpykTQbu5 zpI>?st=>%xBhYe{O@5h(C(UJJkoVD(l7e!-54ob#flwmTh&Si2HVq5YhJw=IcsZCC zsF3eZJNjQ=l)vCRORr?4$QINy+m9S3xr=|D<#~#w<<1C}_Kz(LXHblJXs!O4mOgen zgFK{lNf7D*t!Le<;iY5gCC}5wS-f#Q@ml3a#;7!VumJ=irFNnQWzoc#f|Iwo%f8Q} zU`;Nc5F0T2f>zNO^Ad-6$2@TB0n5-*-`=PBit-fitZ3On^1MoXESXCRiVs~=d1Z!z z;aa3k*YLWnkw!(MhAZl=gv}dqYUN%GvkEOGH_2mE@H?iO(wN}>Kq}$MeRke^ADy}Z zT4i`s7k=&Q!&3WaQk{X6B+$!djdXiYLd@Tsxt25YDnWM54mXz5bNI^k(7xGuBH3pB zFj#KfJcJ@fWs^G!L>>`KD}(xo3=!p!%lqq&!?R*_&jTEu`tt{{M^9&WvQ|$-oojK9FSPxbU~W^S zr!V8_?&skUX;sblYW6ZKmmW(>BuR+p>je9R=!!LDMn*>2;Z}~F>p+eXk&=+LOpjOl zonA@Ump@uX_IF0dimjEP;T|O^9>a-mzO{zsRbjlBz++~n1g2fAVjKccM^6j?GaciW zcF6L@=SX`B3N_;ilZiwN{f%4fRl!gt3Y?|%8|L(@r-e{d$5ZUEE=2`l_Oj**h4aK_ zw9KO54FV0GIXcs_Tu*QN=it0YMMy%_=dzU8YK)cI#>U1DY&K=&cdKMLi*xn8#1@~U ze=NBzby7^x!46m-o}^bpqVmp+ZlAZRm3AJLB(3u;wDz~qLa1+KVah|fd)AT<|GEH6 zCHS4{jRq_RGb$~IxVgErrUI1=W0P-AyXvRO65VaPLgYQi`)5l~m_Br`e5@r>;i|vv zI=MNpj-1GEaq;HI8oLOXW2s+mR7WV?t%aPW%>vzEz6N0`cosJMN~&2xw$K*eDzSgS%O3 z45$c*k{hxd3|tfS=o_2V8~06_VUF%*n4?j|6W8Vv>8S1sb49(7amLeGno5u&aaD9RMEv+e+Wq04r@;F>fVNx$F$}L z*h*-93rrIASs?Zf>BAsMwPXDhaQ!7 zE_AnV$yBs7P&G#1bk?#!jBj)TXB%N*pIa(oT~!IA4@!9WL6{izigc8)+Y&nps<$ui z|5f|GRbTf^74?~G7RhtBEMzd=EkTG#(9Ay;%@y7R3SZj#jXhu(5O!kgJakXjy{fZ5 zCYtI{-OwW#GJUqe9_TV`sNt?1n;7f0fnk?$D9&%cu5{->ue+P|6R`j4tvpzh#J)TfY4i^+8P_c?#v{cEWL zNsKd&=pV{f9X%YS(jHOvx4PLu2#X+>sezApU>Q+_SL1B?{=fG7pB+=uO^lRmtRZWo zYTnFmNo3R|=KLGob>6;!xNgiIRvfjJY>V-xLnj4WE|ExfyU5ItP)d0di+@SR|4x~) zQ$DkNPIvuQQn{hrjd_QO;+xoGPYK_Oc4MIm6B^bC(`pEwkJZ*r)NID6!_*iCb0Y-W zA~{SkG9lJqgJj?1JVadzz_UEtVw>k3bRfTzk1t>PjRU;HJlrXCj&+=ig3jW)nVKj) zx}u=5uD#-wCJ%dt+WFAd(G{{Y%7rWZseUQZnoZY(pJu*ii9qB38m^b5(4PWF40*jv z)WEONEgI*h!F+i=)elr>=zigNrA{#-+*1F-w752dBu|IdpYI z`B;4MLxS)DbU&f}p#@*$exEJy9lWz%_56J!Km)#G{G0=wPLbqs8eO{I=KtZ-G5a{X zOz{3TXps2(G^+t!`&69hUl{Z=S!KCd)^f{2(>jTw>(c1e$E6qC2=x3{ zAh(nt&kVGuYeIi;3Q%(Z_yFof@9W`GyDt8c5pM3}>ZvS4@83Wui)l(dSudm*xPBm^3ZM4x|Ssy(sYk+4~LJRt49+j%i z?oTXG@;{bWBmS(k82&~nX6ts6!w_gI2}=HjM;>EP3p`N84}rrHMkV%FgA7gFW}a8N za6H!CM^qkqTUSRZy`%7Xnc8QZ8cDo)6!i`))kWOo?<7!Af@ea<6#^!_2*&#CMv~=xsF+HIV6q z2`^tALwQ#Ra?)SDzg*1hg>9+|T#?pT)~$*C2_!x7W&H`@-&6hxM5rX~IH~Pm>U!MI zi0=XqeDiSX4T*kx$w+@Lbjf$x(rBx7gO8%dnPx`3qq4E{m=>0Gn?Z0t$ZG)zU-F1WrB^9BOv zzv|9^1`^c{*-9qjy7m``;+ndiixt1=z$vNFS%3LYC^;Qx1^k%xuev0pIl#uvQS!EkbyO) zaJ8GL%MFk`=w6hMRvR_tNSxEsCK6?Ye-{am%J~Bz6+7Mju4;|%UOq1?+-AO?ClLxU zf4yX`31x>vS7m5*d&NrcJeZ@AZ6Ihpbvd@(_uIGFb(1wzt;Nv#1d@|fJc{IoaqfYc za{mQp>cRMN(4L0~cHx3Z$v_TKG|#sS26cpqb}!Js-khB^U`sR>7@dR5b9c9}Lf~GI z#0}JPUBHX)CvaY1S8130;L{NuX~)+X)#WyAa>B?+3DV!04wHl{Ha{78l?qpbL`{M! zvFA7J@J_Y~1o}~hNk{X6n6Lm zt$xJ*;P~^ynb=?V;gCrnd)#6}9b-jB3^XHFxy%a^8GNqr0Thx5Wv>NnV3*zvk+DZu z;Q)N}KAa}|3nci@voCn3)rkbVO};?_%^EWIs8L1#qDIM___GO|hiC8AuL55AH3Tz@ z!4E9syj(l2;ZW*g3F=31=p5V|rR+-`ZGW2o`QfPE%dJ0ZCWE3E)J3gbcd#HR4-RhS zF-Q(rZ6cC^<*$w;lezs#COh?K8?+Bk+peP)E=neX@#pkT`SZh3oo8_Sh$;L9E$z@6 z&boE55_tZ6pa)-8d629*Zz&{Z4gDDsZ};&Jyd7}<&o*Qpp0V*qEm*^YV1~0lvlaF~ zDcAkF_lkZTF@HZ`Tt2jXHTPEmIZCDB5ql@#yWa?nLsOPZzkJFR+bl|?+^s?9XiU1Cfps#(}fsuz=tD(5tX-Ep;4nfWg2FI5qV|#fWzcF zeM^oI>`l0AKu8FB;VBV|3f+Th*Z*YO14TS?3H@^Vvx8RU_A{x4!AkKz6%CJ8jKJS`t^?%=l4EE^3jl1 zO>)S6GiF#l{z;q-Nyld{zQ?bM`Br4<9xxRXE+cYKm_^!XdMcIvt~qC~hLED86P#Fi zcu%*ieBgPx=L_?I^*)mlLsdm*`gj9rtG4kp-j_u&-u%?{ z8D;bfF%URCP)c|t0vkawQC>uwQIFc z<4)Ym{Sx1$+5LIRnYBis=|t3aiJZ`*w@t-ov%Q9R;D;qw`lgrdaeHvgY_>yj- z1_2eYcQ>9Q6?6%b16Sl-o(&|P`*CqNG1`3pT^%GUX_xfb580JR;P^zQYDj`5aO}AE z3HTcze#GceJtt*oCaH>}WY;zlqr9>WCVj#n%Q*yv#b3*I-Q_Q{%>Rr-4A{B z!m+K-Gtq0mtRsbfCI*d2rEY&0QeevPhrrZe_ZVMYKD-Hfsm8``IT;$ZhJIFK3Z;Ue z#Yhsuao)<^-KfjRfSHW8zcZY;RD5AuaXbV~E3mDNB@Ylryu&KJLz9BZgh|QxsB>Ws z-Yr*9SG*^4&4>$b>(&;JYVo~)^K)PBLGS^|cR4&{TwZ*JzF!{PdaOxc!|vge`xTG2 z*k{0^zZB41`~B$l|7BhcOb^;4yggTXDK<&nYNC!RL28-HD($vi;)xOP&h8om;?IgB<)az9KByZM&EhX@e=r@Q{? zu776NMbNZi_}l-=#VGK7_l-mAOVw!%T`B(8(ow$laFJD zLA#q9dn~>w8F?WjfPsfapk72@7<-jo?BAZsgt%b9!VAt zcxGa#ZzWAU=gglrULPk@WV+F#o42u(_{5rZerKFArts~p{x+5a`K_6cW7fjZ@TQAb zOt}VkPhFn~3!pu{E`YlzLv$!I34Hg06h~g?%bl(g9fd5sLn1VY|3GNu>>riYZ4J}X zqa2EjYy2dZLYW`T!{r-AFUc5$p+NvA@fN69;*O?A+se=T4upe88`Z{@l5$s;JJpXYug$;fna#DXfp-fI1$;4~;EnL3}W# zoZ?lC%K7h-b;|8hB@yD%gSW^db?O$g7AF1J{(sqJ|AzE5JFW=oMNvIs+iNfZ>wK3Y z`kC1``cdwE8l`;d2oXYotoPL7`;$yZ$lkW|(!)ump`;yV6E^Yy1axA`P8wZ4cgl_W z%d!kb2~4hEZfW>tXl?WSMk|7s5wZ?e1SvLL;sz^%hQ%zp)c`-fL+dd<{iBm@*|JoP z$F+ysxK$-F6UBa>1{6^GjTZ6mw2AxqaVExjT__)Oxi^s^mqd=&tpRIBOSSc)=tzt+ zZcSv^GeJ6%Z?UB)dtH0Ig(g!RoxOaVH-qni=ZP)czO$qR{2FCK-TI%S8kh*g%Sx@D z%Q>g9W#F-ruW3GrM10oDD!4=w6Bme3SdQ9}4bHM*6HhI#Re5@%0VM zY(NAWOGs!SO~iN5d_+m9bjW^aO1m!?RQ^vEPH=!Af)KwBc_%gLcYaK3J1<6`*V(Kv z#cL)mr`N5UIEBgUjGl6=BzYkFG6tX8Paoy!OGipXskAo_F{RX(3rfr;dl8wS*q<;W z8`}v-`enwUFXliWys?Y<6M%coByD4X=bsO0c@m2pdnNB*wn2sjSn~W6@I;n;MpS>O+lmEO&X9{S#0t-mA7x+S=0_7$IxFWymEZZn&>6 zQc`(n8YhT3Kzmuuy~s|1G0E}HfA>k)6EOS)YLFU^%X^v$?&~T2+;58u`j?h@EV|oFcM!Z# zc6=%fNYvLJto||~M*q^vUYY*REK;YShm?+}W1S!#pQx#7z6(-KtW|3%KaF3`EKLRtNhE zR@2!GM&Ec@_Hv2FUtQY@CMw|R{%(1Gh?{pMwOZWm1IVq^k%P-!I~~hcz&S^w2nrw= zRH5}gR*XpP%WjhOp6=oNDpL8OS%Fkq1k-VR=@eaB65N(h(*ImUecnA74t;sIp&ha- zh<0$rk#q7m!?*|&L^9||TjU!<+I*xRbsjO@$K(AA(3g$kp@yfK0+L0b#t5B1B$M8KOyxdTu6ln#}Qiy3d1HXyX^SA za@F(XF7$nn?-B*5fqouyQ0|M->EO0<~;hV*9G;HAqj!1Av8IX|&Y3aLXo zr3{5z7PozK^x(LFnlo0*BDMMX8u$&m^Z^UBxII%%sl zQ8GNKv_jg}QO&Zv#Z1Z}s@Zsvgn%|lvv1ig-mQF4Fb9N^Y~^}fW>p_yVG@XZdh$(W ziVCRO0c&CVzT^;4(`=QvXM?OA3<#(HQ?xe)C`Iu`??cQgV%|4hom^bWh$5{D-a_a~vjnzAiQB;qP&I7frVbL+gOJc6J#!rmP9f6`ydP1=>iqLTG@EuHMtHX4;|dLXMZjCP z5dKq>P_fW{TS7n8mMDoj9U5~P&6k6RMh`qn8Rr)}lzmT+Mgnv;!WJ%N(_va-Yn}`6 z+7d*=xwm|~i{i7IGbZBEmc7sxeEW`zKz`e{Purc##N-9)uh3gc_AAK#)~unH<`0^M zB@xAYzbITDblQ?XJ4>?J-*VzShk18qT9HWA+LY^fuY*Is_JC_}aF!5ek)n}_VrIUf z%Bxq~fXYV-m|s12R`f1=elF=0WdumxAOa76?%oh(f4UX7O5k0387Jrv?Vgl?=|?pR)3R+>HtYpS)V z(%=kgq(OTWGM(tt1<1~9n-t64>K~UCPLmo_@tLcep%2L^lAdxoO%`~Uo17n{R!Zy- z+D(U8yA)VyU2K{@$U~}4Db*m0X`nf+O*l>Lb64%q_o`!MzyA+LV!z%qIFHP}{CE%U zn9V&C`6$e3zwP9jAamFa8zfE3Qr#;9XNOO@@T0F8_+ z!epL7St851vZ$E?Dwx6s&>}6i-<-08XLQlpY@R(AcA<@NzT@Q1bdmfkx2CKQawtVm zeQW---5<3ywfC#1au@RbYa+_ z_M{tyl8|k<5!&2jQ$AGq?Xykn)eo>Bd~578%vQRR*ss!pJXvK}Wyb*`cJ&&2`BlY% z5Hb_PW{So{#5sDG)-w@&ZLgd4sh^To2BAOw(X59en_y8WtByCQ8v@hALJ{3H!&VzE z7R8*Cm&eARaT3tn$0so55bLBc-miB93n_mM2g$xoJCHtfi!0SOmVow+w-wQ=VCvHs z#j%+zqe7Cj^!V~wON!y1*E4D(o$oVoFs#c=S95+EhKt|)q`!;%aI?R$N+sx7hMI+& zg$+?o>Ki)8GqeF67VdP=?sI{yvNCk;2L&3xhPSApBrivl>2shb1(lvD1tBlAX)jxf zCr2+jGq>QXcl+O`fxKlO7(6IRQ^S<=wwaz_Yf|seD6A?h2^#FP4lREaDr?1GO_chc zrtxiZUiF__$p4J~(FYx!UI>=-Q+9uBd9$o%Pd+TtOT!W*R33NL93$h$I(^Bb{_?z~4U0|yb-^|P zFZ6z7kR)l(+<|B+nNW=a)F2t!1Y5gVSa0T(J+zDe5E9u$JJxlMAFY4ai&)7NUB#$} zH@&WJ=%cZo${?8n8&`rjb0h`5#g65Z(}9*jo2?Y5?w^iP%(V_z4AgB)cQZ?(gzyc?;`x!yvY9Km>DAHC!n~vIn~t6A=!3R> z(_y|55)uI>2n}oV^Ygn2tX70obnk5jPP?eqx>t$$tuUwgYDhFr>EqM8@6YpeY_CRA}{aM zyMnDZa@o#;B zfpbCOP6Bl=wY;%)rpr6Ytm^L`2!Z@)Zf!-5whfWUO7*m~y?^{Fw5?m8i?qe}&Ufdb ztgm*O@dj)8k=aJvc2diaM98>J?-G8X_J^wq_^24wRmAjlLuZN-H|1KG{E|J|F#?uy zTCXTBEH+zwW#$@F!(I@k4N8y-9Slts&X1C`uSvBfI1@Tz&o0`1f&mLa$r!JC-ZR*3 zEiK1ilM@=xBfK&G^dk01qApxjp(E?$Q%g%ff#ew4{Y1xr5z-g0PHT*SDY$<({!jqUcj0B`D+%5bFhz;{esG|n-Vj|htQ>ewsr%i?`P-HUqn42pff7T}{fVuroHI<1aHXy08{0pi z%8EV1-s+b3r_jnh+B&Di5vE(t?-ijCpp+aPO;dy(@)UjSzG<2w+RV;{_3vCCR+Y)x zt=)%Segt!AJ!&29jgE#>ZkuEyd^Bk!7v)60yK;f(5eh^HaXsiWVAaGB z4AY2zXKmfi{aSHc)$rhm{y$_sntSHx*7Wr&!z6O(&X*dOXcy(WG-+9{V}MnE9DEnj^ua(%T`lpKxC-%V&U zrd;!5l|v?6jNfRXm;8R_+f$2>c0xLcNSSEPetu=Z$WT@dbqn6EHsB#nxyj2?9vzt) zs*7vhw8UM>#w<_0rf@L=WfAjB>f~Ipu}SAi7z|B9PJ0a{ha&O;4SdCUu&ICMZe5m+DCmgNtj9DU{I-a@* zfB_xgqtmGF6Jo)P9V(P_vMvj0r7!HTBv?PkuZzu&>0suUah_iXbrQDqF6X}+axAT` zHsDqntf4GKTyE>*eAQRB#c?^H#T-3g1fSTYSr27#qvyw?GjP6+Vn53crS`?$$}zE4 zTLr7)ePKUr8Bq8SSJ-!Ux&t$mJ{x?b4V3jDT@W-!cnOPav!*DAfn{~k5E7#L;*6~{ z(Ay(#SBRnn*WL`$-a!mMyS$NWOo{7SPhndnbw^{&rqIC9sM(I}ZrB-!_g$BVqUx6v zFNYA$7si-->|bE{o!I|Vf<6i7Yx#C|96uf5s%`Q0(EX{OP+syyJ3Ka3b=Syyj(JL( zuDf6Aw>Iiq4xUrqkSxU9jLxgJ1!s#@YTgYmqK+UCWu+?IUa^eG?PODx;SXE^1b4fW zCS!MZ%fAlj_M9%g6UELUuGmyQRCJ5QY?DWP;cdw_QCinnmyIdQ`VfMilLN1%Ynw35 zDa}w9(~`{n|J?5Z?JlE?uJ>LyE#0>C`0ihx*we-W?O*yVs%OzB)t1(P!%5>_!Agyh zvMug=(`5Vm)LRXhOwbUS^3&u67UC(x=C!oiu*ctnVzI+*Qm=5OO?2f&t@=HnGKbP2 zQZO%Qhh}@Q(34ygKA6GkX#2eyzCTz(pl_dDXdF)nW&QQApMbjXX9Nu<2rEsr#$URr zP)S|^%wOak#!P|ED0wsRZxHbkG4?Cg=qXjl!`P?L$ar7D&y~vK-pQiVUXd4N3Nj_i zxkiF`35|Nh05Ka|)ZF=VDjaBoz{>2@VLCw=HP7u)hTUZQ_ay?jeXgL@62-`uaF;Vq zXdOYu`FQfchhL0j;jJ@{7U|N@(i&3`HdGH6JZ{)oZcj7IjlktWkUmK?i)}(%D<(-- zJ$NzC7y;hj2<>VE`%^MyX<=u6m&j{dwVt50_(*XOZ@;*&1R4+t!k3>lb6+u zkt=e%fS7t`X(LCUr{-j>-8w!pH}Wx+)9^1}X8>V4C_%YwnpuGN*LMLuh!%u7%f32oE+mm^D6=PUwn zuL6iNf1+H-6EWF7d4{@DzR~{ezMsGpXfQ;(U!Ya_hE~P7SgtT&csX+FBle{CMW#@8 zwc^(^#^H)v%&`D{rWIoPktuQb{_x1zqtod_1zZACLnM6cs9wfwid%f7HKLVDkMzus z^$;#ot3!tvKY&=&QA8GrYhbjsC=fzFHFhlZ$kI>3H2 zd-wnI@%qh1@>omaHCicZr`nqAPcy-T>ufOJRW2ULvmeun!|LZ@wTo|a&=x$`!t7k8 z(&{jH)j+@nE##CFTE>18|ML50=uQ;c4689@jM(!!Oxh`-or)>znbD9@6?Po4;=0S( zSHQv)g(@HT&(@~E_ii2}6E4mbqyl2D?lI_2?{N|TLTf8Q%llvQlaAG|&L%H~Pnq}U zCrYRlAdDtzhGNjq^VmOo`P}d6^{IjmJ$#)sQ+ZhkhT$T7?iK&YqjmMuWG~J$X=WFHWE@OXd`qdfnTHli_dJWcqPUIUseq4y)Wq zIrV8Qq^>#T4_&ib)A#GQ8GDoa`Zjmh30(E3?K1UTowM(1)3K<_U}RygyV%M95+8A- zZEG?POf_JL$Rmb9C8!Tzdr?gko8nBEr5$yD$?)Z^it2RT6M=If6Do zFqp0TB7M;885Umwg8M0E5HdiE) zD*i$fuT5$qc->!gJj~9Cx~q<@MDK8wZKC7@j~OQPC2?fo@|R54zhfp3Wc{g0!&QX*3s*6C{=`DzS8w@1C8e?L zHlAJ!|NLjhy)D@k>eoYM0piq??d>_@Ww~+Mx?t69|AdiI=iJzsZ27GhrBD5gqvc5% z>aL#hz<~Ivu&S>g0?A#qu+)%0~>(ViYIz(JvB)(dY!>Qe>gr1#~X{8oFkvl4BET#EnSI$ZQv^ zvx!;fkN&3Po_R?}=i3cG@fax;80uF)nmEeG{opF;pNu5yV(y0_@wBS8f-7UK&a`cS zY5p@mQHV9p0E#w<=H|P2#&Sn{(%SlB;VlBE7xwrGualPvi{w8xkWpJYb>yCv$r6m$ z?PsnqD3wyvfZN>a=b5wMTF+iqzn`76{vL4Sz8P2jZ%ItlhXqGAs=cp;F7G@kuYle4 zzNWomg>%gcE}{!WG_eHfm<3?j9vqsFA|S>@*&;0U2!u1TJ_@Mt#aY#aSl!k!&L*YM zxotE}oEEO7yNsF=i9iRQ4Y}GeXiiw_^Vz?x2(<*x>Zv!-lbs9vXnRoBgTFPFkAwzQ zcOsEQxUxt}$cH~DAzEv@@u%*UToWv*t*;4~pcJM3NHIZg`%DMBZGZ&$C@c9iuJ_ld z%kU!_a1Cv!Ke_Y{DLbyXd~11Mw(XF*Z6R!TcYSCUVIn^H4!6!T$?i0hxWLntD$spl zQyv%dkgjE&N4i@n3+@rhABlP5+|vlrOIYDon!;*1&|{*ku%jtjS66xSd96O@^I8YL zkKW8izrdXNl9{g~Wo2#-u2OB&WB3v`>J9^o#n^&MpBsl;0&S~yxdA1?nCA+M0YFGG za25wMWcqvDVLeb$pw7dot*w}H%D!(yTW94yzuGpyL+gDs&oKN>Ypdw23{&6r zJ3I4(&9Cd+nqPmqwO%(Uqj*V&`jXr?ZJ+U{aOl5hUj40vH_JMa4(8>+%Nj<_d;!Ee zVQH%iK-v9(RT&zD)gxNRc&;~IUS7hO!yf#%*JUaZ^_-m9`KlB$G~CXWkK^4Bjnr3P z17lz4ZjU0wpQ!m2CmdV%m6oIzX9ETMRd?{cjxqZ7zW62+{V%Twp!rK?=lbZv_dqp| zGYf=Q5uRJ++ow~N6CdJP+{FxK5VGFwCo!MpuzVQ28aSi6EG|6j^t?UKH_`C9v| zeU{l~7^h;CPjbYZRQCT-NeLMb4GR$vIKf;cbVUUx{maww?Gfi=nP0_67WM|o%g*U3pf*bWz>*x;zfS;fe|c_w>2vkpc@cdF)0%3+W`o*aP2Zzq68jPQ^x7TGJf`i6R9c;^7$ z@cr&t7~x8FopDzEKV9%o7yR#>1y{eO!1`SYxa>NA0!3cw(+XFIHMtdw1nv+@0WxaLB>VVXD62?S*p&vP98_!_JxAmMtPYsG|%oJ!FLbpKb)o zM{sNG4{b_W?&H31^y^o_a_HGijHkcdW+nbCuT44FG@h3kfKo|F2vH!=;v-!GI?`-Q z33MxUZddT|ShRf0h>#D41D%Z6P>fIczB7Y630qBF7)u^bMqac&H7C6UaMtJaqg;f= z&$hKmKK!tW(x5|IOEUU?AOrE$zeLTb9BNG|FUm%FBk8w$EXr{L)gfM6w-YI=iu5lq zrGAq!WDfGJ@-#F!k;aS%Z9)kb+5l?W`O8>nQ+B8+X@~oW_{MKLc>nkkdJr-nj#`82 zE%;esLJXQONLQs7OJ6$0`1n?)OG?A(-X+S?@+x9*d(uEov{e2C?&)oMOq~!sQ8>}) zJZH1HrZU%dsx#7DrETOx6ARNiSIVI_q0AINfySHcF`EN>8@JfbCPvX@)!T9FF4XvbO zptiJRlymh)X%y;2QAb0WL7l%|2K8;AqKi zdzMPHdM>??YZ-*U)74ZRWFmvvw7yOjp=nq=#)L(;Nm|D%{t4vc{REO9roAvRf|bQv z*s(_nXSmzTHK?}$%y3;Rt;Xw@w5|R0$*76aS5Orlh@p6)wW7+BYt8SHoHuh^A4SrK z&evGc`zc~sno?WaG&TX+etNwt4l_fJB@)$He4%+YR2mZvTr}*zT1TlT97ZG47K+!3t4e@p7b5U?M{^ zpvI;_I5{;?@Gl(8LAl|e7FR!!8>~So%)8FAtuX3a!n@nP8IfqwyqyL4b`s}S==_pg zX<)pWB;du{c%nQUW(~q=Dhcg=w zg!l$=s!5(zp_4DNa9QfA9&+8lDhX1Y4P!ZNk`S%LFHp&D8$v<-O-VRmKP0JRvj+>+ zFWJFxcY8NYmI>;Md{WsTf4cnnK97Yy*sdgDCb8C4?7Ucev{w$XA&0~%JSrk`U-D8gaf#@7G z&A2}Nvg2KE3RRp>D}82#*sYX71ir_Hi#q$&DKYBjkoCALgT z=-3$`bRsnt&ogLnm-tohh!q3Cl#z& z^kp%(F4D0iT9Apbh?(Xp(CnUEXf*`htQ{3b50&t)-3>}h{i>(hx1pFv=1u3htdnPL zqbqkwXVQb20us1B{WeSmrSce1A4(Z`PpONz-UovW(>dfnCw;NfVWb2j$kHvm5IiqJK0egx;kCkm4E+;Ad;tZtoUMJ1e{Y$p8Z-I4FZM* z;$~Uan!6^NYrl^hL%pzSmtr=DU9!2OIDvd4CY_GgY_fNa?%+IKvEL8q*|g+09|@}w zKeI|7g*cG)jj2T@u-swx!{d0mLe!uRAS6!e?ME)qdqv~pjbJW&VH+N}U1+(U2JY*K zODyh$0W#X~Ss^jqnQ)BE7c;@})xq8y6;<$c0`F0t<@|YV12%0mqY9av=*P-|_?5UP z#K!wP!-&imRl|r*wT-X)yRcSzyI*s1A(Kcm*qwWR$I*c^60b1HYf#s%E=N-!eyR-ydZ$|tNFW?*~uLT-qf0a z$xS71yGoE>6AkF`l5oynJ<0Sk{{lw0hj8tFFwr5xm%2>Heowuq|2kX*&&EEZtvm81 zsSM^LRS)cG4#1w_!9jVy47pI|hFEiSS-fCOyHLwmPUfAfip-?d*s@HVP-ohwIZmzq z1A50APa8=E>_WE;1?=!S2QQgQvhmt#K~XV0=9EX~?jimOX$3k3FI9fqv}A()l1}Yo zG|dF%$n*O5YXiXj!GFWU+3|KcmF5*$M{m~J(s7V((&5Jyi%a2Bj2B_1cN*=z1WLA^ z9dws5jVP)q)4-+-N_VHEtbfj0aRxUT{W7~mpc6SD9QNu!iVTX2S?55g@0~SSBrJDE z0LkPd{DaAt`xC&MGP1o*)U&z@`OKSN@|Eq$rhg?uh}%h&2J$73;C)S4w|qeW-b#?L zf@BNCLEfcNKkVEO_WrQa*ck#MCFojyLfXejL&&D^Cq#~6cVF(q`#Ci$mpGv~^Np?a zafdutUVXY+z7uL^b_yZgx%13pQ?2CAXGXpWD0|yui8)6;bKVoL7uV~Ag%3*KbcpO! z;=URfAq34ot5t04R9#jKlV6_{2$O-J7o8Cl~wQ>EcI?4aMG7DO!ec%nDF^8`Um8$pr_?%r(Lv6$2>FkXP-7hbfoSM-c6EDp?cp z8cyW=ez>X8Pqf!yq!cvMl$b#nHmD)vcxk2&-C*w)8NwT8v2llC>p0c0_Fl z70Y(BMJROfjz$kYYGw{dcRKzAB$dRge*OY!cEw5 zZLWK;OHmtg#u~Qw)J8eE_teIu^XF5W=D}^-jYR%!i}9}xlbvk>D%sO{-O46BB`did z(z`8k5xnvSRPVGt14KT;pXG+^5pR_$3+nt$ETFavoIwqutS;vQM7JoUP`{H)RCs=r1IdC9jueb}7lm%ic2nEuxt@@6Z_VP4767_AU917pQDrZ8NVTGm59 zlf5BnT}|@bPrx+CWQV*I`A^xA4QT3aiQ=&Q93B3(!76A9>db1S1BB zGKGC9|Fx00{$H4P$wYQ`*Jy{x%tGLPaP^zo^;YFSfkaZ@DfE3A(NVta0EEE8&5@$H zYOD)0lTnNXzvH94EGCGVY_w$q0O30y{p$}Sj4|An+y{pWRMGRA%%YCG|S4%X;V zE`qd@WY4(}F0L#ZOwvY7kF>gi;yuJ$Nx&X!%k$M99B&US*ZLQbAz%lC$qW^MtMd^i zJg_fqo2UNATJY}IL-rcKG&bizV}jA;c;@pU@jf!2+NpK*GzD;30&rKMhX%g=FW-uC zWCKp^_h8De2AgN&ZX%NSwv$S=2i|IdAW3;@NMzlAEb&HQm)?170ZE2DVvOb+wFixx z?wD*f9EgLCvW=I)`_-yfLLGHoHPpIt6e%QFq5enzQPBTtpdE9$_n?W(OncL2GVoE<4PmX~hpOs2UHYrdo=B|#Ln)L1%@wlXeJ(ruZ(B}co7Kp9LB$nRQ< ze9hS^-g^pontNb@PLDx?b^vh|tPquyr zB(@myX%&a9HzE;;-R;R-%))p$grcHM;V+X8&D)fjZMtC37cU$w*7G;G%Bo^W8tw-T zh6%l8aS9XNGA)>@#-To7MJ3~J^)2if53C|7Ng`ch`umSDg8H3lAKjfN^`$`Cxz;+h7{rLQ-u}f z55I42p66WEthUQCBgDOLumARnfC%o}aCZWt?E>eAK<%NXTYagzf&@NqBk@R~pH+1a zp7>E&e$Vn0%mX^L>f;onR4TSFd1HH2%dg!_|L^_=VRQ?uZW%^Gd>GDTwV ztSx&eBIz&#gXqCnIHOip=AUQAM%~VV$BL7tv9=T1T%$K!UieM#X7re`60Yf`i?*$_ zpCT(1=)DW{9VY@qbWyILK>vbYjwrWP--d+fDmNn%7q}FMUc_P=;nW0HF#g~qvXvmG zG)(x>cPY-k6~Quct`;G3hqnjM{8k_O3)V9K#GvyhM#f>yKHlD^qCK*VO9u*qFfR$` zI=`TyyW`wijTN*rBH9dGIn;K6@5X#c6#5PlxCuTLavi)gp_n~@C)Yw*tE{Om2sC}% z=ebm%#6*hcg=HXyy^D!+9d?c8gADtxmqo@H>Q)kbB-i5D$d8=b%ggy`cg`}O zF0}~tY#V0@lN#X`S!rzHI>0jhzq_@hC0w_+pRcHZd73^TXovXgXvnlf5&?`_D9XwL zy}g&iZ_HGC^D(sx=LD3C@!u-zuPWx)-ln0Hsid(qd7}0j5c)FKMP*QK7s~tY<##Nf zP}ZE(Y&u{%x~&`c?YQ

VB3xLHW)Sq&4t-GivPJrL$rSXv%4J7Yf+0O5ncv2^4xAaGBBc*6v&E^&)@ujpI34svlv`V6Zs zKPw={GYXjwlWMj+M$37xm7inF%3Sd1MKD|t3|g^^S5$^N6**ioPkVfiQC5>c1pf}B zdnR@?YUXjAq|V$k{Qcl9K8#yEo!LnO=Q`>-VGpQS>KI7xrEn%Dt79jGR9(riW|$8| zqJ$HoWOOfGCnKhIa*{oDR~mH#jE=I{u0LfL$=*q~uz9YC7(?;OJVE5nY++04#!HS5 zSg1i&r{Bss&A=b?9tk_si}M^?878pi%+Yo`H!JRlIy|(O5wchY`e!*C{4S#7GLguV zFCU1yHEa<{o7Z(0$fbSe$Lp<2{K^_3@dmqB8xhYmMxLI$D@r(`3B=il)JF9#oW6o4tsSx@~YJ za?K|e{FSC*VLDLElmPrJtP|9Tu7f)tqz4Q^ra`-%pvVJI)I|`uC(miBYH|Nn_(K07tmuH7am?CCym|jTw z*u)NfvK4kQoG?&=@CC>?rIN_%>Js7?Fp)HXRstk)sQYMEj;-%#AuLt>+g7a0PGTSW z7$)4_`dd7X?Og?PCsp$4b7qR@Hf6%!RjM!A*f?R-ePcAJ8HHR&i}i4M?F3*(`6aso z+M9h9rFU>4qOxsVZ%!HBgH{gmGFR+^1(8K@V(#)xRiFE`5gDH5_Z3)Uu@olWT;M!7 zOM|`&AE?xe;X~IP$wXR|sj&BSa5H;~M$WoWki|^vqHi-){=oJzZj`a$7yw{tu@ve6 zAPxDZ&e-Aud+xbJx-+YmM&`KqIJY81c{^&{=E4$dbbJW3cE{E>pX7K+tBvI`SFV>k zjMieX6DKC3~BUyZ1ZOaq%zf*2$iZ@M1% z1AypuwQXT8*N3O1*H=u65i&4SxC(exan5vEJ#$GF@8wf$&?PkZH={gpXo5ZKb8u6- zpMSoz>@8a1|V^gKj86rf%Cj)fHI#?ie3)t^|6cUy2J z#YN5f3*Tp4evxA1UWNTMhSn`_)-W9%GOQxp0HA5NE$PUB{A0#PRsSYGbuu(tgdSx9 zxJGfsu)N+bD%bhD5s2|z4f@1#%d*kQ%sJo$aoE3v!zd95v>Q6VG?LfHacjG?^7b1W zH2VOkaPg0>z|spTg`({EPBaCn=sa{vr9Fak1^s!BWP@i(*{W>H002K-!8{uP5z1e3 z-2d-PGwrIfjGcIjD!CI$ULJg-%S=24P_`l8Ck5`A+V1R_GpZQE1736Zr)(?g~!nm7AphVUhOmKC@=c?U{r)hCJpasyeR-=Te@>5qur%Hak<={D_CD9;Nl(nfSOMm z*;Twb!l`^_)n#Fm>n(4Ww(!W)^|z?|WHdUm%*y1twQoeW0rC4+i(o4K%e9gHT{zY* z*{0nr!*G%{+muc-vl4UAcKV zUVD{L19z@yI&-`7gB+l8sQu|CGF3>~>_yMWIswy)vq+)30-?COBIWBo*F6@jFe@|HqQyzN;Prqhd$S8 zV=}J$OL>mx`&d7xd#%KIcp$Ri>k=Xpatz-8wiqy|0s|ciX3N7ihd%Exnut>cEF`=7 z~`U%*7^;RCNNn&3fiZuELE5APJU-lkD zwELXD?*4;`-?SgVAFNXM)=V7(k|F-PHHa#y5vFHqI^|tfc4d+WBXmsrnmmX5S7dlwC zSg<%*!gFBP>dce&G^)u;YAHBG7ENXqj)OI-7giJ5Kl~6#O9koE5IxdS!%5#%rT5C8 zCj>zg5iQm^cgL!S;+ucn>n{xa1j>F$rQ1%bMQtuB=HJR2D|3_?yW#)Tnx-M=;NVa5 zy)4!)ui24dIqyAabK}Z~)i3j5+dzO(w;rpNSo%1`_H8aMr-?(VNP4s*^AL;TrVq_;-ztp#FS4LQ~*WuuocNSOcw`=&5zU9d& zg1F;_X_IBAVjvvS?lE3$OhRUM`$7G}nEinLs_L0a$gd&U0NKBg{y*8MPo~h}XQbV% zR+LSL_HjzQip#_7(H2FO?abce3O|c+=)1pmKCXY^gbVtw4yiP8v&oG%7S>+Dxx7zq zt?}M*v5ADoG5G*5;kaO8nOSk;X;gu#pzXBfNRBh|a5&~92MD_QXFLAe&>mO!N3$vj zrJdaN`7MfGNHA4AQ@x%|6$x>2Aet~Dt}Hq!V_w+t z4+kTS$aw}3A*WOjan#Z;u>mJY__OB6&`D2m5xu(-*i^B>d;HzcA;@}2HTz?QY|KyM6NBVK)iYVSJ@jaiqW+I2gQ@Du6 zaz}=12}%P947}Z9LkRuxB%e?j)Lg~QKTlr$lWv`#fE2$#*^)uO+k7hXi^fg7;6M=F zeNX_(+IJhM_xVuYg-`1{{LG@`%u{pu9|Z7!;$8>auYWZg`~LMfp|~TyV1bKEiPJJ| zbbcgPiVC?wz)k5&6lsx;b<7v-Shy8`Y~qjIJlnRb@O<*p9eXOfqJ;dwh4%X0Wp;;k zWCn;3p&mKabiF=OP((AKb*+a*igEZ*^}`L!=y9Y;zj*OKzEc_*#bddT=`-E)RN!qB_ABK^^m~s(;q+&1Ua2$Q zP+lu5u6gWo`=imVSMKvya&rSm(sr6L_S3WOBD0v+v-ub4I}C4Hx}Kr#{-+n-fxWOf zcVK6urrN>X-F!pIt54121$huf9Dk8Ce)K|}0EnRK{3|+ixPS>23nKAgA{tjQj!%Uk z@;+V$!dH>KVA1>8NmWind-D2sr2*VC7@5D8YR0EJ@$~VRLs)jYG*kvgk3X-BlGjbW zsiDZm!QQ&<)xkrP-WVE0Bi1Om!^tCDIL2Bukdf)YeIO*ue`m)vDo$Toc<*}4LJd#LQho( z9jIKxj4#EA87?auDcuQ{R+A#>P4#DL44~3RNQ4;ey%Ly3@fthRro#R6vtH-q2W-qQ zeJcg>!0AU!KGGLJXq|;z#)i}D&z#HoG#&+&ns~nww48YieI{0^UneKVc7+TS}8EB0G?0~2u z$8g@qGew&}1pd$N^!Axim(*2kDfW-C^PMda#)T)Jhn#NeW~0_#6T5$RT9grq_8y#X zSK2FlyWtP`VmZjhRaeN#GhuUy_GV_TVl+>@cBmNWZXF87O})l$$_tuN_i0ub5ozSm zJ8fUYWzpT?z0s4)66ut>yiAw=iJh6H>&E*TMJ+~8L#?mw>{kU035WBPel9qLK`d8I z{O#MrW1-PS*`kNOD!NkCjMwp~-gta)!zhB}TvgxnNiJAU*H%*&2)lb95YU+iO=m&y zDWXeRHf#RfS|5O0+TZ!uBGhA7X% z@oxx+FT!unPxK?_RVKaL^Evyqc%G-_AS=;Wc5^=e{!;m)Yzv=kHaz2A@j$i|#;+en zOBDO>(xsBO5!?XCGq;k%^76{#aZBo4aPWfzk7K%Q9=w?vYTBe1nx0n4vNYq4J~B^4tme-DyD{yWcE1?T1}Rg<=dg zMejLxh?e%!uJSfqRjZ-ByU$nhP(h=zWV#UI&p#WT#&wojRT?29ZTb{)&dTUJe2_f- z2l6!%6{q<|9#^N-3S=qP{^w759zUiHlA;ea2XP$mjP$MsigE`^IamA_nWLqV&z3cR zy^7E0xO78*b5@XL@^=e9`?$B^UnYwFTcrLLssE${e~Z)^vcnd?~y#~VEdxVCY!9kv2Un=g7k*Cw*#XrVIW;Q|E;XMGCjKb@B+J)EiDs{ z5Q2*+d6ke5oU-4?tgqCrDv(mIktJ5+)Rna9O_^|~0KVpC#fO;j{g@&|uL$Kgy$QB1 z!0`>R{-~paNXN7*Vbl$HDRd>Ki0TcWMQLp~k0ULjbIs%Bo2EBflP_ajxtF$h*77Py z{N*yPpmNjiMClf}57CLCX&2tHwMrZ*Yt3wwA-J>*d4WVofTYW7*3gr*}l4zZA zF8}T4w}a`RGk@E%=$EU`Ejle+C=}rKM#ak~E8V6cJQ5B7&cIWFQ0FQmEDFAKifRr$ zs6~E{0+pxi54nd0j0eS%f?B3S<%#jgZPohDUepB$-^s5yYAo~Cf%A;2@2*x^%g&6+ zl(>ZI_{ZEO8WKfDXS$1C`*g&2LiI;JsNzf)Gas{KRwgw1ZR22a86WGalgtWsoHiJS z#G0FhXU$T&f#WmhA~^!yi>zJgLU%c7TR(7v=1FF6Oipn@NSn~(nTIC;%^j61Od;xw z8Vfq-Q$J_fV0@Gv)slx z#l|Vbs;T+QiP*NJp^&V`#T}=7_s;D1a+D!0Oo<${{4)h^E^{-dLPrg<%BdpJLJI_g)R z^L@xJA?$5qyF6!5J@k$9W>?M;gVF656N@~zH|29m4~a#sFf(hWV9VGFPvBRB#{&fr zBHi8Ce&~KCw@#9T!Q~LMt0UQ_>=g#@&7W@$J`L3$Cek;j?Mx1VSSachF_t;}X$vos zZgA7mO?YkevGwW}UiCD{?zQx(?VETegSyv%cfh zNELTzN*p~7R>(%_FxW5%GPelG%n?df56DyTovPmss;(X-$e`1+P^5WI6|6?5IQLb; zlJI_dAN{^hJ{}_1rMh|n*%T|q{DPjC0>=zp_l+*CTvbVt$HX61cnuoA#%uI=zj(z# zJ)lGS-Z(!5AAk42r>rmD#*;X^Hd0=fg;oX|gAu^D5jBJq%@Qf_|Fo^y+=ATTBZvfH zTK|Tm(T^rmo?eXn5d~&=4ZZO(S8ZI*PKGT^&PxZT*Y0I z)>IYWc`Mp#*hg(#xAgQulCcT*rpoY;n#O%gLzB1%G_9%S zdRJR3iV!U!?ybxPrs+Q$p%gVQvUIESGJ5UN3E(dgb!;tlj3~F7k+!vXk3KzaW8x9~ z{a{ESd~#xwA;b*_UX&aV{d^AL0UT3l0>@Mw_I2KZV=AvbBz6k0)1}NyV*C^hNJOG9 zNwCZ3_NEP)3H!fv4TNNI%L)ykT=qq{Q-uhR`~cz03%Q@QcU@)JX2Z}_(xyO^y&C3(Okv1TU#CpLQ`%GIl=5O#cXc^MBc{qn)?NUsA3%A1XhlHlI(ZflF1V~Kl zZ2!|V!;kz8#6eM;@3Ya+5S_06fapOh3PDnk0kbxM3Ner$2s%5{I?JthskVTZh;3I( zZ#a2k#apNL#&Uu;=`-oN2pMsGEBlG^d0?Q+K84Pb#*;P-3O;2I4RkRfw{uP2yK@ul z0+8!2Q#(_hY`h4O@Yxs+FxcKMk1)E`+Y_mN$4x}GHjrOIfsnS=AKpzA0-&*KiT0)D z6{bV7O~7{c=?z2C&F3P>8Y79IExr`X^oG z-`n?J+P*|qI@xZ~0+sYpev%!bfQK7R6x!i8$!QyaK!5{XieEy?><85f*x?^o|5Zgp zqXx2jMcp#%6~$o_C1bILfIr$mm(i2vSXvQuWk9*xUR*+TKcBYGPTb~(V9U?lIJ_>&l|z-a ztE`5Hi46&+XF5j}Jioa}<*U!#Ax%1tvMYW;^aKxP;=tCOLOttY;W5ArAD!5oZ_Urj zG9r0NaU`L@cNtqt2VXI8INurz<7N^?WMPBWgEKZ?|00V$XZrqXu|X0&gO1U^|eXWbc_$>$TdQDD$E( zvOIE!yz}rMP#PG+05amp8s&;9Tn9U1vs>BE271Vo4*C&xALW7ok@NdVXt#&RWxe3#^s$=TZ~l z|7xug>~b#@3QU$KOCBl>2=>P1FNY&kHzteBrZe_`>C?K%@-M;;FLH)_R6#;bHM{d> zLEv`6X|G_D2YG%V*xcCR7LdX|BE-Y>vt=t)>e`TN_N;)&w$##Ld=J5JVZo+&R(^zv z5;u)GebonCBq41EJqyn4bVtPjjTd*R(Y;fQ z5E0~lYk|(VUEvF?^Ct!uh;;C4)LK0JzJtgJ3#bugsG0rMHjHHoo4ZJoSQO;GdAcA@ zAUw2*d#&TxJq@}g`vv)@GRa>LPBMubPVKiMzkEm`662&FkSU3M1y9dS6d*>TjJ|!= z(tJu2)w85cPoD^Mc|*^xT!Vc)74%_*ExHkL$%MINS|%8RL<`WG6vux~v+P#oeo3(u zaLe;sAX_Deoi(8(IA+5{K>G6f8QEd3*{Lw}+D|BSw-9s54?Apft-eR7r0-fjb^jI$ zx-yk6oSy2Bw2>dPyu6@0b*i{HsKw(h8oF|z2zqiXm@NX*Xb?BJ+bQ#$y}<>zwZRg6 zV87<0CZ1e>PTt<9H~|Xfi%IjNSx0{zvlqpD9r+ASK;h%dnxg6Z7nTResONt4^xOeH z_D~nVJyVgRIg&hU_vKp_7hO5q#Z!{F3*`X+cu$C1ax#;OCpi)jC<0tH`B9Zoj-=RU z)xu~Wqh&NrX!T!9D)0No+O!;EC$rERn}lPe-)zk57S&=CVaQqsTJROxHkNr#ns9<3x8&<2Lrb=tL zDP4F-SJI5;%eFCke+3TFEh`J1v2ff#fEJ+4%JzGd%bvlpAb>qdZaS$^!ZIkCXSn|B`v6AKd(Av53DI*{$SrlHni z^%&$-z4}R%BA|dKiGbX_kleTT){iI}1oQac-!) z-g%Ely0)pGsUCbvGnG?*OJgSJJ!*;%f(bYYFxHQ%HEL9n`{S|Q5Mn3BOuXfWur)&8 zF9h}hGKghnJ&$q`HjTMO=f-qDk+72Z5Iu4*0R)}(Wn#lLd@#S2%qjWFamZ&hAc+7{ zp65mLf+yFIW7=1aTq_{dE0d9f!WI+h-o96Q#1GL2XYUrNz7O?p9fHH~jOB!2*~Z5m zwfTKj6#&Cg{$CM2Ifm5O?Z8sH zyaEZObg6~Vsz{IbRV~#z+^R^BBip9ojz2?VYn?JdICjx1`0%4TCCMKl6gca-{mwZe zJow3hD>xhfVGQ#GC_Tk@5c>{TL2Dk{O*@&B*?l^g-QK8uJVY-_iH?r|3EJzq-uKsQ z7mi!N_emU?zaHQ&zNj2i$UH2h=c_!;gtSliAqC-@JNw;Axu_4xZkp#z_MMPEnFR+M zm9hELp?AHf%&>JLMC|u8FWljdsDC~X|9`^f{mxV1vB}H_KOP(~*>MQYn$^GiY#ARC z1F*_xyy9SR;BQ_8@S>1R7xbrIyco2NG zW{M65uKmV#Ck&rE@q6Kmnd!4YNkE3H0qH5c2rSCziP>%T8opKROaVgK!c$0&w?tH1 zEgVZrEQeg;%A45)d=75|MXNn3n;b}F zJfboR*}I~yW;ja7F2=2oTZljNS5PqHYU^4H%@Cm5ZsJN~^tGMhqCXDE)MFx(if8&w z^mKM?`$EnGap%`sWU_PayfPQl7rP$?G>}VDML21&$q1ToI{xpo)^S*Cenm(={W2=b zT1X z(AV@hZFh7KAV}Wf*CPLKbsRarO3=;%kvzD--TOBiy$7G6jkh~sg_JON>fkcH$JRp@ z+o{i<4jBv<<4w4SR(XkpD)_-=-O-6elSY$%g28EyYL~+FD7-QPqH{zsn)ZV&J{r@9 zbZEuG@KCKJFR*q*t;&ofF4gB|ssxRd&C5huLvkuQx9C|~g`XI0em^+1SBZpQtei z-=Je?Q{8L9)%eje8T(^7=SbU);eG#l?@_lv0MopW%a$vB;@9l0kWw82vst{dSklUx zuSREmaEs1|e-WOg(Em@#rGK_j=ddmky?xbfm8Q2j(@o#@r2rGB9aHvUbE@MdPjSpO zF*mUng_`Gx*w50`1C5=_=`(#+c_k$(v=Y6gcv(YYja}5WUHQ9IV(#_2@a_ZXmu>2l z&JEO={VzoKff1Ai1UQ|BX&uz)EqpLw;et{FfltPN2D_g^THTr7w3VvGj12eSS zlG1houdUL=e=xSYF|k~1)6XPwKe*|86u;cadl^JY#VJx#(C0?A*vF24>GPOs!))7U zjgOx!3GRdw#Cg6~UL(31OgR1?c#mT3cQJW_{!ks3p9=Vs%_W6dGpn%Bg6*J>kJo}} zX#~T%>d|-|;Ij4%(?ATS7TDpm$koX z5@I-~_6pqy`OZxPMQ-HU_*ag%_-_e(rMQ?lY5mZfzty;l>|my%`END;TaEu#M+kHQZ_IZxh;Cr1Z);~`pks0Rla;P1IwLFjUGmc(xVagG zOw8>JY#4;hb?git8t7T+8!$XFur#tWCTC=2Vd3RP|HnrihvEsE(x+I~+LfkIIOPmV zN=0Jtk@LF~eH*#*nzr2&JM3D86rID+@$J>JU}+k$TX*`)ceX65(e_@;*~obrv>ObS zOY)UJih5Rs_L%-*cMIc)zoB1{xNUoP3vAYi%0)o^35VC=Mt_Ty_bT$!s9ECB^cZ;L zawe_FjII@%fKsalVFwW%hoq>nVAS;i>;lvjK5Z-_cuv$eS7Ll`jStYDo@v3*gl$hh)I>Za3?Rnd@#$kxt)kVo=yAH zs~mPb#w#hWh3-Gh3o_#h-8AHn*X3XE?(VZ*80A&y&>@KE^b$7G3~IVuWp5D{Cp@av zBxsg38IMtT%d}y)2SU;-wS<4z>Trd5vqqhp2yga7D-kOb(PyW3F}u0zgaI$`Tu1LT zlE_5XaXdWWO;=c@b{CEApti8A4t{QV*Y?>(izWVSL`>_c%C=tV;4!qR4Pw?|9(g<1n7v;6;URydi$i5P zUh<-7gX>@%)+@4p@^vz1f8CWBI(DFLi08+%SJuZKUD4?`)=ID{^KL#ha@lo~F+Wsw zK1m(T*UXfk&JH;dN^tjtikyy~W8S{}MuKrAwpmSp0|mzdRb7DTZMXcZ`?aFxR*)dv zL=sBzD+`bDX_ZJtjC+!;uToQ^v#91d6g7#2N6ht-zkY_PkALsOG&R11uAgDQjFiX9 zed%kuAzOj$!+lFtjZfC|AgGb`<{|4YogD7Wenwb4-A_BRlg{+m}Qg%|hX_S08QOgx}ahDQOj941Xa-_U6^ADl>&Cmd>_ra{O5W1Juj9 z{Gw{#cl^-Lq(3!|yfr*BcoEJPFQ#zI1dlwQZD zA#&?NT!OlED~pVXKSgw@oV<{_vCH}h*?#F7&rSg8;iHTewXufw<&?KoYP>8?PYHHO z38#~iYUKp9GODB1Eck~^)iN?Olry(R5)w(KA>2tg!tGzmFE8AxykYL8N>9Zgyz73uJn8R3KqV` z+Yf!?Ciuf0xLdbWR%khExY>^$$J!pz711`A!uqFn$zTYiqI{zN#G7#ZCvWobf&4#w z$pb5MD;qg$9X$hvhXxKNdIqw>_Zj4!tPL2HrF2aV^z0bq>~-x_;b7vXXJ%nK{Sr7dG&D>MOoB_72$*gV-(dQe|2e4y zuu0Kg%Et36%tKmLJ(M?geEMnOeG#{l1ucLjilLqLE> zL_k79LJBvvD;qn_}RaEu#4GfKpO-ya=>>ZvsIyt|1>GA6I z8&9vmpm*@(JM!_t*hO2ASiH-+hnYgundTHOU>|z(@{{QRBeq7kk z>ly+u5#Yd^hky<60gZbf*V*eyN%vkSn>cG`?6^>IXV5d`+&_Hs(A!C$GKn(HMr*C8 z6nX*(oB&5bFHV3rv6Jja?<1^W1JJoQi!Y)tZ^H1|{Z4>6J`i@r8oG`Ht)5vw0gh2l zfDK73*v&#tDg+Qn&7*Dd1USGt0j9#qjs(g6^quLKy?|A|30ub#00y38pA!5uw(t?X z71;^!1w1)q93<(bc@g8r)v>2O3Z5w%e4}X92~aC@0$_Y>I03f6cQ$eG?RkyQ{k^2W zcj<3g`dj1vwoCt;rc%>$&FUM97q`;4!x9oJxkH6q2P~$9!EcX1uIRGiGR$3dnG}{2KPgw~%v{_xv$H6;q6bxMu{rMutByM`nIV zHdNX%wy$Y8l9hA()qB>Gb2s|(Gp_>#7-0zP^Xk#(6JTeEZz2@BV0i*GTY-43(O6M) z8PVr{6?^v0z&`BnkN>@O|JTK)vga8R)M%^)9AZNw3(X;8A9x(@=Ij)?-Qig$Q(Y68 zlRcafgXT?=~UDSU?hC@K)qu41J?fj z9^VEVtiARGVE9(ix)DY*nCs^jHB?}Mas(+?>|rQb;wpK50`Q=uSwL%;z|9#s0p5+l zhBfw{O3*&!iKnzbesV9lE8>n#n@SX4rxyRYcL^UcGaO5d?Mr~REUzeZ^B8vv<;<^g z&%K$S?6;rKh5JADarG0xryLntO)`P84250g%XbZFIc^wuS~eUfe>kdB&u)}p3alSc z#kiqwXAI85gbzWXLuxt!Vs$faWvCuULZ_e=CqSlp)BzhcP_@?v0$CcVfjH7+2RAv# z7fb*2i#Z^Je-FedyybHL1Ss%3#=hlr?2J;yuun6De_RTk^Q1yp{C=|26aKqin-%z) zYRaYsA?&sdh<9>q8z8{Yu_cDA6A>4ke&6;oMZc7}0$aSCG6$?3S(IukGMMIEl)B)bU z0K}l^cCn9PtJaWdfoz*YC#vpUg7i3%54cU_G)R^%n_67lB-FNEVckuO#Tu?p{Ulju zAEK~M*xSmVd zsiwRGo9yivD?xg>ImO z8D%<{Oh$*T`CZ9f+j})+W_H-Z->m3_A&i5boLVzuXTDA8Cj4bni!QRuNBtqlu=qZ* zU4tE6)~uM_+}@$AJgiHCbEQwjpUbJ9jd+Vt*qlty%d=GcGhIW-?29Y1s#Dn0^r$E^ z9pu;CYpAghUp!ae@t_Y$G-WWAeBVCx{$?+4Pk$*wh>$?3?QTv$0SOaLaA~G5hLghb zQmi5Wdgg{G*9Q+`H9T1c@}8)R(HxtstmCGAy2 z=BLPx(adtwiK?zVuyF1aunb;*Yx^ePzDLU)3IyNs_h0+Frtl8J3LKp7g{;FwsA9Z! ze1RA*s$ae``1U|vMaXLnP$QtnWF*c=PA5S9*gk}F^|%Dg*7xQRroQXKze@p4_Mor_ z!6(2P!!cq{yLy(*lA!2@Kub37QcSscOzG+}*$Rwr4U6Vb?J&yk2w_o-W~!J9)(Kk$ z>jVH_UPaN~2~f$Kd-`U-|9CIL|3hz`VL(3t8pmQl!9F58U^JT_TCC~cX(~}|aKOji zep6tk4BnzSPIoV=X!w8nT0^Ho7@NxgV%&IOUVm}0=)O*N^g10n&Ub*C!4p$@)B?A? zAQr_=7qL?zJW~>({79;IX4Y(8FD<5snx^IiP~@9mJw+2m+~NZtuzlZ2&Y>-zGb)QK z=p1S&w@uire$>BFu+aWUlYJ3eJh*T3`)X(gII!$N-2N$CP-xW2z~T?<%yyHECa=-E zW9P>qd~~H52eB1sJ_n_$(`85P`O)s}eSLVZMu!M=byWg6s*@;_$esI{1)ZW6TEs>{ zIRuTfyFC;PMr^^-kejpA3te9lff!Fbj;^oCF_=g|IzZy#&^wN!R2DK0OA;QmwKa2D zh8ab8W-Kq*4mDJCYQhORgwKBeKj3nVJB}lb@}~op1N@`6Lq^BWf}mMI|MGL&K~phl zbreYQ1O__rt*7>LxU(k!5p>Fbv0?|zJYpxKvHZcC1# zxq(CklykMO^v!dJ(eSxPU{G?S1-ge1b2no;cSJo_9TLk}3q^kBx54E_6;u9nU;20Y z3;qp3tGZ%?eXe5r1VDj#s~$L%>#k)S`5Z7DL%~oi7Oy-aLy2Ke-^EF(iUIsCnlC)R z`bLDx(+m9XdhHxzzyv}5t}@W5enB!;eCBZi+}sI00W<@kbMU!8ZPNd+4N8Aona^m- z%aoZL8le}|+H@c88ygSoeS5#sT0cw-8H`mepj&eN^lXwGsy@XKlK*m5Jt?fJkP=!8%vERxGunKC>H?#Pd3a*1`=!{Xxv5y;wi!3rzF@f3* zoh=(X-l;f}(06=WlOHA&MN(H9l#}}jHQ+fx6_49i`bJR(5ojmy$PV_jj*(JgF}%{K zJH6vSRfQQiaw>BMd9Z{DBMIUteTj(oc`X{gJFkDauD?q8v*yG#M?eEUp#P@(s zS#?4eVOYlmd0WfQMbH|G;pTEQXYe~TpD&#MCPjy&l=RT4`rr`u0=d8&dHHB%mD9c& z@A(muXgQzvxbZXPSz&7`o7$=g5+hx+#JJNzPNwA?59ST_V8wSGCH)JNm6ci-nqGTvyo=cRj;gqov+tKnIfL3cjLH1*didE20T<4ph2V=fSwz1t7 zsE^ZV{G<uq0YU*>5OmOBOMoFd!qghm*t6m|z`gxYo4iiV91fJKS1kWI1) z;T_hB-RYx-Jw+ef{n?#-cGxrKd06~wn7k2GPwfPFrqv4dQ0QUVOVd`NFoNXs>hfUa zS@b#NfN&xpSb+x02J3K$AxH6t!uz%sY_{Jrb9IDdz3uPL#dsaY&fYKfL)o+Gs3o&F zR1ZoB$gz4?Y2>gpOMZYpz4(Qf5ZWpS8-y-x!9iiT^Jts7QHg zqt-Nr{aN_)8=Ci4z4pHL6L}}R4L6ZUOmQ|1Sk+$Jx^3d8v*;$&RaRJ5;PI^h1LF14!+bp4xt~=LjP20}!4Sv}+;R^b+eiAzf}DPKxOeSvh-8H0 zWCU>!us7i}q3Z=O(aR+#09b=N;N{#x-vraciVYF_vBM`IT+;d%ltvsGK>&AAE2rbg zZx^g3U<922LUo$rnt6xZp!o!w#z3O&BEBtidAJwrA7Ntc;C(jd+j?kU)$erv_zRqd zR*lv^)pf07P!2k!)Z^`;m!MP8CeWS!6F`v1M(+d|p*{g#X$7&>K(CXgZ1TE;u5*)l z(fz!sj!!qM2cKXey@r+JgYl2)Jm_*sc@sjzPk=&&Ee>kXgU1~e{>r8H|JhN0D5W_8 zD4xAN0kqbjb9EUBX1y&iLef!%HSr$sOSZ7&&wdq6;JV?ff}y-upV(d;mzd#PQ)|*I zrpI^(!mp(!4h;HA3XKbyrNsmZ*w*A-qEzX!yq)J_SQpn6x3o&mDr8`H) zDcOS}MYu6>#z;Rn^RvMl7)}}4lm?%Va|92Lj8<@zE^b6BXwSo-{Q^fm#^;RioB`iz z?y;o0)nREFCMQ))g)px?%}*1%J-ap|Tg=z!2GGl0Zi$Drq-ek+tG^5Mzc~!xrq$2Fj@kE=s*SFsY!8KJS#a6825dPJ zK3D+p6i z+?61tp(HtSSxOE>uzOkYdIMKB!wg&WauSP8EQL>zA_2uTNwSaYC=#p3=ctX0#{Jd@ zWhMs|t)PG}Fmi$e7Mm|%MHw4ODZH2Dq{~+wNp{fen#XO2$ph0<=Qd6--+6AVkOnmFHu&WuDK@;X84&EH_kM$K2vwpTy zWpP}wnt#q7z^tfRVPfn6%LKYdNVeCHvF@kUnehx~QE?}%%%gU7%EFiCouRoDAqOxU z&0^b7NbT<`_0BlPE2jF-=|oDC*`HF5zkdEfld=a&*ewKbrTG;HcNX8JXG~-qy}QH! z1EpXtA^j2bFkWk|Wy5g5YVtwvGovr^GJ?+xU9FW^C!zcBHK2fEfC8Flm)GVv2IJ2J zZFe>JIXVpvzR8B3P3EXw^zzrI0clTE$Uh54Pk;Ac4M=79Nd+dY_K8+2mZM;ARc9BY z*9(q(cE@%)Km(m-y9LMy;(UL}_f@R#qa535%}V$D_)$fd&x1jDA75%xGeHVm=ybw> zhmjfI`b^aJ7bt})>luA_CX@nW6uA&0*eb(=%V3?Uv*SJb7S=1RO&oCdv<`VrtAsTS z`(DsthT}*#uHTgi!8qs*=nfb__3c01X)H}0&8T%UnBXGx;85!rZn5=y+JkV$fQYM;E6zP{sI?f-vp)bI$gMAkKpyDiNz`UHN z|16I|WUzUqBc`L!e4@QC+ghPpxS$;ljZ(+`lf2Q{YO;gogO+c5t>OSfNfK*seVe;= z_P9FZQxzCDY*S8G3F1h@{gW4R#rf>#Y2Ad@KGBvIXq#SuQ3IVTmu9-wTI0?}hP&n` zP(Y%c!T+uap8@LG$w8@9Fm%T@n~=ZD1YDRkVLf5SqD%C*YlgXf%|Qf=_MZwGb+8 zBFbiOr%1Nb*06i?$ZxOnIOp+kV+93_bq##d0b|cT?Dz!huGv4XpZ+QA3VivNd`0+E z(E8}2o?FGT59VNCYz%zf@>P zp5HNe@ka`Pv+MuVVu=288c~p!fv2_DXJTf5Df^}f1o@V>4ID|+cIx%-!N6H-@?^X6 zDfpP^L&9w%b z{q((*&jDB!kmWx$t%^o(_@+?6kHMWr?IwNa4~6%#wuJ_u-<=26_sWF)-+}q}d%cNu z>H+Q!gB}1Z`_5UZyE>3zgGr|jn2cnA<(V&|g$KWk5J9W`Fa7N=1?#&D0NnuAhf;;p z%mU1Iw7|S-u0GYPe_aWz680ZML5CW9J^OFh@rN5h&Ui&AR~N=yf}~LH7AOgj>h^b4 z3^|Z(9)npfRO!fUhJ*t4K#^}7bnGu_dQ;GgQr8%Q86{_X*H+LuyyPr~TDSa`xv=(O zU{qd_0%L)i3_v@!3yzPq)-%{+K($v%1}iRkyE$_e**Zt9TlcohZVw`SH4T=z!ExzU zHC0E#?UX;okA8b+<1lqxXGir>`}xhnxTo!A8sk})y%n~EyDQe-J3fKE7}A0v3xj7p z7l5|PD@pCVta!Hx%`-Ym-0mPT#Z&by!0cnU)_9oT96#>Q`J%{|2}@IWR=v((PHX+! z39t>u`ZrYH&viv{<3!2zeUj<<{Q1;As9q1GD{cQ2NJuDkA16TakPdWsVDR$v`qys0 zDH8n2qc*jSceRf%sVXE$2)LwW6h*etre8}SEV2w}bq$_`xlV(=;u4ubA!zTNpsO!5 zcyRp=+LU0f8D(Km{hIyICeXF-P`<>8#sgukDS^vd?^!dBo(X^!41d2zJ_JHsax=Op z&i@zRwZXT@sop+ zk`E&os5_NR z$KHyJT@qAGPAVvh+EMe{-wlE7vHV<^-Ih`tG_@BxJ9Id>`2E^`u>&~&c-O%H?Kib> zGu1OgBx5;R?%})$@L(iVB z3zjt3?_xw%ENYDHM7%ya0o0&lywFR zhvHDO1_n*5SX}^XQDkRrK-*mGAKzMYc$=)XgK3?MW-mv@PP@6k+h3rOqSdrHC9LA; zRYt|)H>qRPUd~0?S@n^Qw#9VSY)x~}&>ISz2AnF9#VuoU*gPiqzTU8R-Mo^|kT@Qs}S1N2hIM7U0L&izZEO{X{p+o|2Bz;afWG%{Ab z)jkd9*fF>(o!I>-8nfq*`H}uq?|R>R#0oabJO>Nk({CX~L6C&qXk1Z|9i>B@h4 z{G1%}%(TP2g;BZnxftAT@it#qTDK-kkmW=~TA}Ti?zcHb(jhcOs%Y_VrSX#}_Jemp zA_B%?HzjvY;;F+89-8i>mKLjP>Y=M)%9lP$5JM0}+_bs$gBB!R-R9LVhnQgOxmO#? zsx31{m0FAFxC`HRUF=ouLM}cO7sC9^j17q@lzi+PVb*tyI)LUU}!3KyEBX5b&doouS z$W@uQq7g|>Vpn4L^J_l2BFT}a#)mu~EGyCpkC^(XIZKcrK!ohZfZNi(zz}12#9*7* z1Dzcg$~^ZO$DY|1^Ar|}&L;?!%i#xhm8mqkbG8hI`5PMrR*OBmNnetT+ILTY*W8f{ z8~2vihHA}&H}FRLYyJY}f1e+>3LbB?HoJ$ybSibQ#!ne#U>$1OA?D)o)!D<=%>IR}Xfo^jtJ^#1^ zF?wLKdJ@5JV6=-xUk*l<|7!1dVeIA4z9jWSfB^odqd9wJK8)h5gy zq^=D2M{74OUkeURR99=`3^u+Jv+qe9Ur3JUgd3VwLVnHrxxd*2jV{##Tp9U(6}!bJ z``h3HYgZCZgE;WMpR;hqUXC&$)+qkyT%O(y8oOl1Hq4_IA>U6cT9kW*+ws%DF zjnp#+3==d6czlZta~M&`Ln)3_+-NnqW{!3}5Un2PT3~Dv>&wTvv26R662;b z*B*~)Ego!hS8u3XYLy_3wxqk-);oO({YH~al|GHH68A9=Mk(jwaY9fE-Gpm%GNsR( zNNGKfw0@5)GB1(<4bPJM7_lR_NcX#K&%=j+cXK%r0@8>+v`ObO2 zbI$wxF)%mWvDUiRy5e{Ju4{#B*eaa4Sy-g=h!L4>G3pmaN3Bceaox&3tIdCtP=`Wc z`Ien7wcW$_Vcpkg3@bk|cmnmJl+Qkbj0J(f!8pzjgBY}Ef=h4#V7{$8d?~v;4iW;Fb`lIWNz zMdF!stoUR>VNS=l|an}u+6!ZcTuyk{$suY(Q zQ^V$4OI9_d5y`zHdbL6EmY_9=B7wAiII_3mQT5Zwt4*0p#kMf$V%@$;u8G7v zFtkM&kkgpPFX5Y2pH8;Z+AA;EGl#vRG9J?5#kM+qwq@c>EwP886H&JF{**~b^YqvF z{WF#BCC~3)q@u?o;jO^J!k;L+Nk*8{FPMInvnE;SvA$XyrFS7E-m}@xk0&1$WlKZF zz51yG?q-J^E^D2pe_Pf~ImCn(Bs6J`FY+*D}yPV%Stl6S4D^0 z(1L~U#JMljs0JJxK^|LT^Nv3C$LVLOis{Z25(e3lV}C_0F8gn;S~>Q#L#Giay!{?& zQ=^!TQ49{+w7wNO#NdqJvYj4XWk+Hj_8x{)Cg*EPh;cn|%ijoOgpq>6pTE+5WVG$AydBb> zE^TQofbIT4U%#&kE3J^h_v=Y49RDFVhm14n@=}E>0cvq!&q-=3FVWAMo;Xc4N=iQF z6FJZHkVu0nXIt9?b>K3U%3&t4wFT65v$=lJwI@=;8vQLBLqrbA1@aYB43CmSNT$no zZ{VGe#-ix;h$0go2#w#=OV8kMCXZ{C7r9Ph9W7=ZIqRm$>iIPMg>8AcYVZ_{_SXF; zIbU=)=?S~G&imn&TlA@A#u(+-GX;o6ijmXzl?9pMyjl%hkQPv8h*H=1qCNuT^Y&Bu z1YX4%3*lx!2QcnAjIAAhega3THbp<9B2Rlqo&)w}z_wxY3~Uub4Ni43jQ->GYGrf% zZX9Q6#~8+}ZVPD#2*t2`$FhaDZaxJFL4YlA9ez+3C>4M;R%dd6DW?YRu&=^#GiiSx zc47;9qY7Alu34LadzM~x=oK?^RzWs!fXe`A6?4M5i^mTWP^$Y0&!FpZ3kXh6Ftg@l zQ~#4FqnYrp0i{Bmol`#Jo?-6reS_{6m3w1wB-s*dIT_<^BJUMo8BnY%o&3T{dnalZ zwFBZv;(K!FWIzcLM69=Ch~>Se_upK`xPWjtw)T|icKB!uX6G@c6Ck+JqkD58Ql8%;>>a>-A^lgNn*gbVSgfbz$}Jhg7!KSQ zwqX7)b$@xYguV`p(k@;%XxGgHf2o6;wHSNYMQEQ;zgD9gT57&%`>q;S2h9D{lDDM?f)+KKU5@37q0svbc=}CzwWliWt zR-sT9fa{06w0|}^;g5%N+j z@5b3S_dX>9o_9oihSV^^40;pz6o3A5;3-d`vt6(?VvHCs+$#+N1{xYGb5H! zND#Sk$3^&peSY{QhG% z9kpIG>{^Hyf}aCM1UvdL*SOcflad1=E)^u1i$TFAqAcV)R_-cvwgAHq{gx2E;q>|pQ$!H? zB$gtPk_g_L*Fgy~x3Z{jsie^u()Ol-6?P_w)%+WJFUp&?^u3^gb0~Uj1z1!0mYC++`4^^4z&-*oIuod{?_=vYUR(DcJEKt z6ZDVPrpk$TvBhjIK=%L-^ZI_X#VpK;`N-fx2JB)s0aQl;8CRlDSRj!_ZbMKfVekL8 z-@s-3z0IjXaz7g?l=B!lI?@RHc_ZL{{yx)`ByV(v|bcJ^V>Wl8Ru${aoO583JbW1!WT*AS~@K%HQh8+;AN&(U*yLtvolLt$( zu(}XGTcJds=`hZ=P1DS8T)s@D+M7mfRG+kPOza#TrXxLq{nO3-%h@P&WG>+vJJ&%ebUCC**a;Cm2ijUB0nAJ)R=9TXKn zt~0e1+)qJlalo;Ou?LjWN+1)P4n;k54~WQXGy9m!7}r{`^Mm$`>9)ye9cD%`KI1!< zfflS4g0hGC-s8ITxKKjH^kSsmwT@^84>haKaEtnn4^z6_O5;1WsDN^_W{dYqyPaT) zn?WA1Y_o7X5Y3=ZU#%rm)ne&Z8s)91#JcPRL9T-J#RC*k7HG8~2vz}_3O?LS3K=?L zxa|dPDc{nJ{{%Db12P?kvP67?AGv1v6O7}aa*+rYkI~=t?4kdT#edLl>y>ouQP8|4*en9WJ320&pM+{$B}|vY*zCqH6H6Uv z)nc5$$oOK2jz0fK(;%t|sKr&$0fx|>GB^r2zO`g1`lHXM90=WHEfxAAj_e)r&i(72 z3g)rSXxqE!z&EqXt{SCkA8GcH=R28bH>2+$mDAddXet;aNKMBaR`_dNrhJkew` zkN$8lNrOzgiXN8|VyUqeISI5n;d;W)DQ_CHxF?G|fS}I6!jikwU{nWT@?Hh#Fkll2 zz}Ckx+;L{(%vLMIhHkaaW|2JM?!3G!rjn}R#M;b!A5r0YExr#J8GNQ z>U7^f^^^d2#PKe0QKboq!CI zXT9BKPlXXXfE*YDLc+jHLAOKVLsEA4*02yVVE0jOzAok6aD8D1%8&7xFl8~P#`os9 zkCr?gBl6sv?tFL^=sV=IOb}K(lKIe?_#xNWj=`QWZ@0WS%s9hX{q=}+NV2{)3(vDR zHnz2y*lCwEAAh6a7`pF9Gq}Rr=r`!2;bQIMrym0C!0|bezqq# z!_Mgz4y-t|Qk=9{(p1(|k$ZF6`4gs<0CM0sw^Sd9Mt>-f;W(@Irod3=9%Jv8J_CJxse8qbdGOEX%yqRPCXs;q7KYKuUQ`eUQe+mG0)|Mh zQGhu|{ooqS8O3|;!jth4AGOuhs_mG&yDo@RHm@?h5}xI)7vxlA48MIzHf4eAX%vl< zx4u-EG866m8zG~HM!!>7PruIM5ziWY_I*elN2j-pOi06{!*7rR5I3zObNQE~;i`>6 z6J=|0QYAY-nu<6vixuBh^o#XbGmYqc8p6yeUl={3 z0%N}Nl={+xh)~-(mYrfj#!?Gvjy;w=O+KSlTlq}0bB4BpTq}jBILIytJVZf+XUFHaR-<# zRtuOfkYuO1-5sgq-A^M-5egpX?*^W;nMvov&Wyy*m6xd`UVO*8Wq8u<{*c=}GJEn_ zDrz35H8(O-qs)W?r+Mnclqjf||bsO+T+h$65)Nx}PUeww6W-mQl{e zgmnkHd27PPD3gGb-c8A-^41iw!L|U~-etwSF&$j2;vPkk*g*FWLII-1g&hNe7Px=V ztTY9!ul&xwlDGFFG3@55ijlx{N(Vxyo|(1QZ@R9%s_hl%t+zbSt#DC>c~BhvLa;Pb zBXmCHtsF7zQbmYL*B^rk4Lb^WKcP>E>K%vb5zR;2w zurB_CSZx8=81H?4FdGpMzru>;0Sg;O?d(Ul*SQV*0AiRuI#xVKs275>D3}JUR}5ow z^1l(?0?!RPWdRJl{Fr^_w3tly3djZzunGrd(O0^#mwuo^`TT+zE6Gfq61Jpq`1g6_ zh1m!X&T)2aCw{sSEoH}g*-VE$5=W!2K_Np}alYhs?(I0<&Xgo(e?$i0Zv z-1aqb{vrcV5J37Z_t|j!Zzd2!YK1%VNHb}RUqwHx5jmqN8BFc-#K)DwgkjkgGT#&K zxdR`F-@NVc*j0x;s(;QU4Gs}bau)d1VH=ni(`?IAsp!F+jNtOX;z{vQf|_;M#{<9Ca#iL7~qSIFIh1HJ8Yc112zkE?@j0) zI66HO2t3yqw3zu zqOW%z)FI)JF~+hrTkqug@cZ(8gXowhWo0iqeQ!^Jx0|1N(y#-Ex`CM|&J}|MkZB$K z&~h{*PAaZA@yyrSqn@|E)p466GUu{;>a?;%O;5H(WAO$bdtov6SkRS%4I1DqjS76t zy3h-odfEjP&5AbqTyH_|Q3+>+BLs|vGk?(TiWSJsZr0T$wOvRTrxJV)!&c?zGQM4u zTz$Pku*sxS@ZQt#?a`wR8k<3CJ~MmJ5GdIQ{J8q)5Ijb^Tn^dX;xy4 zt#6)Vl*TWTTY8YJWt@M_D}Ge%u_gm~Y&6Yt#6!QoKcJ<-m3`f&(#A8O|I1)Jzhf~T zgd!t%|2#KRvQy&A=b%QjQ?-n_QA_qH**wjxgod?Xwhu6UxsNM50_mDYJ)c_70}CnZ z{xqKj$#<;AP!zDP^)uCrV~!pngj%7a3(g2?7a>i|G9+f^8@PmenQvGYBg}z;)G0|8 zd;(1p)2>9~f71T=1Uh^R_68atBz_t7Z#3>jc0RHr?tS!6d$QaLc3DU=xdtulMgQqK z@H77ZgLjY0yKX?WJp%1w?fj`#GrbK%;!FR=ixagWZUoeT4WbAP&^fVQ<4w@lWw54A zYuT|Z?e?IQc&`mY+{6C;vmeHz=1^mX^jQov22&I>!|2Sj9{*wtm`V_ZI553Ogd+dZ zYy`$*nw)!id*a$E%7;G&?a~O;WjI!AJm3|J04vPj^C6(B6(Y9SwMMmW#KGz+Kf-#4 zwD(D}EPjv`PaIm;;6w1Z2D$;bJfP?OrXiWhM~|{vb6R)zV_54UvZ1gN@mb_&(AfGr zGIl?8X2t?+<6`IQu*WUT!kl z&D?%eZC!`Q%eys(5esLzVI(idWx&V&rSjZu$0xh3CP?TuoD}utAO;!TyQ4&~3Q#91 zyq~VQ$(h)I;ct>9sy>s~d!?AG*bH03dDoI!c5tRi>SsUK)$gVYYS~Alb=Bk|Y4P8X zk_ddqVn=#yS(Q#+^sZvCxfzht58dRm{BTY2mUVT>;S}FjsK@s}ot==@Z$`g~npJPy zg|zxw`w^aewQycq3o#ahBw{)YmiU-7WyytCrwGA)+&HAlBM_@LQyyD(2AL;&_Jd)*U#0=i)U!LY#hl(pEv zsuRaN1X8iOw{1%f9V1nODZhsf6)!yVQe;!q#x9MDUF;KcP8$1X4TjEDbrf5N3= z!O?Myc<7)Pmm{$-aClJ$DLGIKZ=fyGF23W!vbvAN+tH-_ zF+FB~8A+hhkKJIO(hHh1ZwKqG`=9e7#G#cj#DjoNayvMm{(VWoz)fB(z36M@-sxyN zkd`isDWd_w$Me4ob~rSf6>%6>J7kfG?*52s^`cBuew`_-Xn&9l3u1AA_Hhl7*f%t& z$=OWVO@H^!t68d!e515C_>t6!5pBf|E)3QR((`Crph}8c)<6LoeXyQn55Uiy-k9Fl zBUJD?90ZWSSgBX}dt!{Ax5-*&i`J;K9f}W30;XM-p}HvmDuYXa*bN|^0SiqWMeQhy0-UfZ9`HKHQnI1|@013YpEekcaYrXCni00`RN zaPG;!ZRLAEI8^F8Rs^qQAHThQ@~Q0`KMbvo72lg8nZ_G+&)->-vDe-uF(|XcToRlzXq>&WTBj_-dn#nuKL!>r!ZyW|UR88fi53;afzb3f@k9Vik77h% zYar+9$PJz=s`z8Fb-rVTK&?TxSIGhGk2Ur8FOmCs1skUR#}ctatohGFHvzu8t&}^ea!9#|j=`!Oc%tnW3a~hyWZ;`aHcR4AaBvSG9s%j-x z>xo`1Nb=j~N)W@p*ng5pPGctd&QIG&c^is6-M9z4p~Se=gm;j{x>ma(UN-^rg{mNd zPpN4@M+Iro%sx_Sk)1HCSKJ#-0lp+PxbNMQ2KMflyLJ#T z4^Asb9X$wwc|#P1o>%p;Kc{vm}#PK2fv-BfV->=N+YLcUf*0!cES3To+O?9gt zcq?SaWh|iy&V6(DW!ygx7S|!KmUNx$~;>I+n@xJ<&d3mvt(eb6aeuz7Gprt znH%G5VIaB#I-wmXD3H9@+PN*J1cn&4)lmX!3 z<^Wf6kPv;5;QmxA96zC+{WV~`v}vEK4aJXyu!Y5diw-- zlIu;ZM1@)Wfqxu>S3Zea9}Pfr|81=N9@mBjuft<&Y@acFKd+AHD;~G372IU&sUM~( zhUX>@Yy%Znz=;nuA}*Lrak@W(rMfEbRkHTzFrsIFfb$90Uh@B`Q}y?tT@ck*%ac(asqWO;C<5ZlKn-XS z5L7*+Zuf`4e#CH~ld8%CGkH93lRw|Saz~ylT>Jj(hWsUlwTo)+_EZeHio@J)a~;zai~mb=HG!XH9~(x z!656Y>QRwbb{f{j^Sob02KMzrEz%d2iyx|7;@T}Z|6J*{_m>Bc#46qrcY70)=q*>& zNETrd`N@?^%T;!*0crGw)#D(k=h3v*3%$s1D?nO}MRC0D_%fXk6(ZX7la=>XLUdVvz-`GFW> zKr}%JfxL*QNv{`hTOoNZ&%pU!V|ifo7VlzoLTBFn0xRwaK5>$7$jB2Cykoirots&7 z(FL2(Qnd7VcGtiQ-6YJnxxnSw@+#OGd>*#B2oxF_%Cz0}+`O%_5L-#e2!-D>3W*_E zNQJt89-@i1oOsyi~ zDVu*q&va}8b(X6t=88b;vGQHNRP)NxL$xs;6TyETjr3xa5^XoPS**>=v-j`dyulH0 z3LEFMP%d_as4XbE!wp9wzkswTK&^Opn7;|WLvKTO2f-5M!me%C^aLe$bTO{aV5l zbbnFHtE*SkF59;8@lxy)@V1<^=oZwha%A4}Da8kEiqd5>D{3@z(C4i3V zz2hbJfqYoL87N7|It8tPFGs*uq>zN`S#MOIH4EwEx#Vm2ip*&~qf(whsYU3H7saok zt~m`c=Ond8OBX8SS`2%9y9rN`+e&X%s2q4LpVwi+@TF`u{01R(m`N4BUBV#-b4N^S zvhFk^c4<(ad)=BMkGvL6`f)!OF`U6^JLuKY_N=WWCT%&-I6U|CUD})At0WC8qrEc* zK#}i=zb2AXW_~tRGCG~@Ti7zWs0LC1*{oBR{2#qeW>HPcE+bAr`&y#+5S)PFqN@RO zWo-h^k0mHU@dPnD!7r5b7Ncw^rw;Awg^YS{LJvzt)$UH9S^-%n!wvXvZ~t}1e{ekH zWzRltYUeu{n#r$dGkm7TQr^4RkSl&-z$q4x6f7YC~vf!O<7_3CVj0gE-D+F zloaW*U;(OE)uK>+AZ_0Ql&@;TgZu|pCD5%NmLMa&8IA@NU6eGI<+hYE(7Sr0hyI$1 z6L7;PRl)m>fE+A?phoyC%3}QS>iIq41Le|?5h*7atK+vO)fIomCl~OPDHi!Z61PS?8Q}C~?my!BHE9K*E6h)mlZq#Mav;n{x!tYtSgkq*|HOlS7VYp#7SWrd5Ib`VSbkwh#j7)Kk!p zEHMDzbQJC{36TSU8gx_37ogZlpbEgD>F?kP>gtdH39{G@+v3TR&0^aFmJQW;1lkcq zwYPvo1sU$g4bxJ$GFSz4gC4vg5c?$Q!fyM$z{o%PTiLY)=(iog>Y%dn5YEMK9M? zc*Td@Q2a94Mj)|63>>I4x1(m>mX?V(F&5J8=(kud!da6{G^ixZ=WDd2N75wpF=c`YZ%tP$-> zKR4C$EMAGloJT-M$w$3Gk1_K3D?2?sJzc8nkp>ZFnf;ntH0h@HIlN5qk4Y0qC}h;I zATgF|jsY6Ndiid%a%Ew$Vxf8!8gTBr14Q)lD)tS*Bw8+_PEKTD#2GBiNzBY;b$(>? z_opA#Mc7?xBEaLVpI5IXl=!xcVO-72Lch4t9S*abM8hg0X4N`-c&D7+zhg4J$@%F~ zLoL>ZV2uk0r;k?=kvEqFgQ4lmN``y2ZJSyOmdW!W>aJlFm}pwhrS%5^Ov+z4&zWDp zRFPz5b$jf&^&5d0srEP{E^njo(WU9Dlqw1Fk^}Y~cI&qp&d%;Ll+>xe!l428(OaCoK?bz_|fd!muvJtzdKy zcs7%FDMv-^J$F{VfRb#FS5c>7fShOt7ItjLE(RC6*M?Wnu5|-lk`8NAJ^)l)2;k@r z_dw?u0jB$k5W|JNy!HR^)3=XJ~^%Ji(QJs90n$SlOOhd%i@c6Twlpa{$62IEVc>ffZTQH}+!D<|{ zJ%1JRl2JHkixqh_w{?HZ8w9q9<9=dN0986#WqYxWu@!S0#A|N!!j^##AYOYHa{Y%e z_yr&Ok0pEm18jDcr)!fKF*5l6mIeAeBRsQmycXrd1KFM%-M{t-l;}AWOdp&9s^|Y^ z6jOE;aKRk6_J6H)a+myv_WcEX`ys6U*}wgfSw{P_?84M+%nGrPcK98u)!h#$5I{2p z_Be8VYy9Z+`#azN^(Oz>H~Au5+bxe-TiR=X#7WdkWBJmZQ)B-9vPsr9iaeQi@pKb-S2*@2%r zMn8rAiO;20zJA5~W2yhhLjLncN}l_jEbGxRtXi00okpe3JX)JCh`eHYY)jmR1M5y+ z0hPC#rPbnL8F%`&pgC&=(~Ar8?stm|3;l=!E_CqTl_J-RbW|Qa=7<{?i^Z9;zRg(b zcx33O$5aR%A+4BuP*+EBXqRkX+ueAk@2p6@XkMD`P`FPtSI=Mw%7q;n8Tj!*=>?^* z>c4_QS4W-wU)>5|;bMcTTYnES0K0lV!t*l`A};S_xk8#$V4ydG&w0_uf5=HmcF7dJ zT8)fZ%S2QcXTZ=vsK=nC=(ay+oIOxnU{>>hE60Ko9#nZCdvSV~Eas29i~ruL z9tt8@+8#^mD&hamrc~_)GFNvty!3dcE9j^Q*u>QgmPsdN?$B5ijz>mLP3=BC%;$6b z7&zh0=yI**s@GVq?Rwk|6;gb>3=M$W7gu8JhX6vsh~chO2dPn!knLtzu(URzicpPM zVtjaexo2A?bL>P!Q9p>GYXYBLz#O&;T>NVRghXl@8shk(&##G}KBH74QJY~&Yzlmj z_Zcy0J5ZfQPD-doGErxsJM)!5zMHqn>|s^rUA)#`cLVv~Wv4iT?IvJTkARl|$j|I) zb-#pJ?@}CEF65(r%Qs8c66YCZQfXh$kd9DczKAPck1iAP{G1iR%`7O?=|JuH%#C9A zbkfpeK0`8W+ODWtDpD(lgZfBF`ivXnTOWn0fSLz16e2k8{uR5#Q=P_+F4Y~H(z>S1 z-!9ZMeoN}|dwq$6v7*J&^gM%E8lW@8%|D?p{t}?2{i%A>&EiL#;}kwlByUS+5dc-*8Ne!`+!EJDD-& zfD1oocD;rqh0bR(<{7Y`^GXTySkFDv*9_3VH&VLhB2EXl)@J)MuP{|$@ojVp42<$_ zR~FjD!N8Z^%tF@fyu^*>p<71sv&|dS27`rS1y$ST_RoCQeR{h>>Y0>3*K*Z3$ek!n z5?+16_l)3_EHClw?Tg|pNd^I8neh{xd2hr-+z7|+LOmQcU9=>;_p5K^XBgNQc@XM@ zj3yBD`MFCC&NmD#wVe=cG>zNYket!$*IsV+QmPs#&eiceh-x9c%XU)#o`v0$fye-4 ze$UQ`BAe)`G_Ddoq~uF#jVG&eoj4=|j=f3twGy5BJqZEQLhV!Z*&#-XQR5NkBW-rm zd2;h(~ZG1+r&ypo`$IFb)bb!me#xxIZgfo^B;AC&kOv?^G z!fWBJuWKlV#D7xa>a(|*MR?~pI0(cSH5efVQTd(g z2oz4z_^K0PaUYF`x?bY8c_6|gZDV=P@}>Gyws)j4Hy$r@`Uk}N2SFGjDf1S%{l^Ov zt_fT|-6q+f6k{}W*Y^75ISv@7`u6Ug+UEFtW2wrNbF}UvQBB$}L)sCH$&D zHIHUVq~P=&5-u1&?*Z76>U=HQkq7f8xVHDG2Stz5Id^zYlMoe%v{nL8Sqr#;ab=D! z$DzqsfYIp97|3{^QS;2^RSxKiJ{{HI=Cap(Nlk|Ot z$-pfVEa3cKZ{SRUn(|tmqw+YqwmqKm~~+yxbUDO}JY3 z4Il9M=+M%(1g8RA+)Xh8)KZ2N+Vpg6wV_4aHXY(N{~_Oi}Stj zSS*LTWzB2!<#%7{-TqYXXZCceH+04ak*^7BZ5llsnNaP`O&%~Z_>9%Fq1Ll5i3i!R zKlv~HZ0PgD8Gz}x0pUhY*r);g_p?&y6QVUM2V_g=4)l9bsOG~-CG^K>vGINmc7(=4 zOEJGc%IN25ZeD!TLxTUa9?2iYJRr?aYs*y2$7JOgUZj`{N1m(%&>#ph_-bak!q+C} z;K`LG?eKV%n-_h?dALD4*8yD{*R0bWTZ6o}0Xp&$1A?hwPYQic)ZQR$GzmBXp2rbh z;?U2Dn1%yyFyak}{t(FK;ieg`p{QFbvf1J)Qg>|h`Ec*Yx+9gs>34`i`?a4tNgP^) z%8CC=jIe2xILKSrd%#Vyf*Ia%@jtzTyp!W5V_oRjh8F}jBmyJWh=~WAi7?XvNsD90enez-yYcS(EaU3bPL+^UCF(9#o|~?Q(B8H0Sj~rfnx>>{?>&Id_kx%e zY&!+`7w(uS*ajU4N5L~6VJw=25S|!|3UH%5QJrHC2h8F>p77(QPq$IfO;tI~8QK08N35!9{h)u$*aX=ehgH4&qsUp_i!#cAt_d$$K4n(l< z(ENawCyU90XvCpLKe)gMQKN^WV&YYOtZ7G@ygyAigQ{HIgUz5I$iLHb@m_iu&kRHx ztY;oD1M3Fjzrc<*?MRb_ibRkIwtWl)iNM2%brS=feWYbaTD;u=X-0bf2gXvh91Kb* z*!pb?P@Df4s)Q61h&iBk+2k0&y!l!L%hJxt&<4%(RxeoVvIm*SS$g-*4jm@w2HC&* z2MjQ5a1NeaBCL)D0`{1DZL%!i0iC)^h&l@lEpFR#H&AzH4xS3e;}oU$1|SyY-4;ar zBCM+CT^SFA0`>9w3LKu_G~cw0q^AtFz+8sxKLL-sY%LT*B)RQcVBw!T&p-dGfT?570=gmN?KG_WeVJdQv0ps z3e*cQ+7f|<*Twrk(7-!11pn-l_6hWlVG~mb1zY?znCCe$lDQL4SJ^I5T_QEGxnIGH zL%rSXn4f%fJ5$_s&G%-)6Q-sRj=6!F8r5Kt)b!Yp;W9#O%SxQiWVwz0X?mrqPM_gm zghGE~;-r|lV0#9h&kHioU={g%ZD!4PoHy#^?@{6I>p8leUiI>x^uC%~T*5?AdE;Kz)Y_b;f-tuR|1Sl?5M$m0J|#NxKsMds&1Q#1Y|mLs^)j$@L#>l0Oss~Z z;9e_2z2gygVi+F0&Q5qcjm0rdGWJrIyGliO;_9XVmCnQ+`|c!Vxo2N%-O}%oOh%XL zIYlS?Wqii(3g0xWw!B<^`^UbeD+1Sl=O6zk{>Di;x)44YLpIKOVon0X{91|jJy5o7 zOT7Cj*dT&X6bW2^^#}?s0;)>6p!D);W)gsmH_>6W&3}o$|fXHR;m1mh9cOFay)j5~)iZR%Z*H5MCKBr)e?`W}+ zqFUsD%?X!cXu>BRFZ0vuLo7C*8Zsq5+e{pq#A7(|g?y5Zq?NXW^_-?d?@ma^l;)r; zx%Dj)zPd_6rDuAOl!fy~b2Y>|lfy0prn~;jWZtp`bB=j{Tb%%5`gOC*th>MN%82Fs zL-PFBBo%Z5rG)YXqGL>Z|IDYzBAw~J(X--%y&hzPVM#C*-9e*F7Ozc2F05n^goA}@ z(Ez&wYX`{+wq3Ff?sMinj7v>o$^d38BDr2%2};|$O#oLCh`4(u#i}a~DI2RZR+EJ) z3x!~83Z_*Gm=Ov~`;24wAbaxu0mf_ZgcsI7@~c+?fM!aw=;tsrZf`_ygQ5yNY#OQ+ zso&aY!H7v&{if@hb*0Dx#6zWm@TqkbKDM) zmi6PWg#Y?m#ec^!us$kn%E4asB;p|qf^g+XzUvA7kh^l)&~`<&ZNV&*1F*9+dXb9V z8^OdI-MpsJ=32clkYHFL_;zOKi&Wq`;0d`rKE9`wv%e_Oo@s!IRn4(srhcYxayy^I117a;{u4O3; zy$|1;L?)zku~0I8&^^$&K;=ADmt0Uj9vQ&9-y!1MaleCkIz363bvpj3Ck4h@g~rdo zti6c{UW`BOvVl#CTDV~_fqfxzvSDM0cx>J0)gTIOS|tx>kljZScF~C;@`EOwpghy) zMLQ?h`!u6~`yNw~QDw=NC^%H1S!eNe45506PHmHxL_L&I z{xkpg54_I#^6SoI>sP%{7AcFiJjEKey+T^m(P}upUsB0mzP3>qDT>)MjJX0lUU6WQ zBY-u!UQ8d0gCU)*Mr>VdhpwU!DDzBX7`A|d?k7=8W{i&<=ldL~=zEaO))B8;k_-~n z+gu6CiY8*|Jl@jIet{TbS`g}jI$EGnfdF6xwB}>S@m^E=zLx>nK|P0ZafNVCF&yXs z^gLpBLl$#0$0o}ynz}2!gT&%RlKy*kR;HJ_xVG>SFNV0+NoQ`cyy1<$S*vqP(pM~f zw+$?wHxBC-XxtaFfX)MS0$IZGR(mm~thpcm6a3%r>%UI<^EvRZarxJ{{2>tjH5vY2 znG7Xx4;cP-E6!f@tU}jH?)=k``iyR~L|e1!_H4WBB;TSjL2`E?-}~|P&GoEbSm{4C zJN#y$V}j4lcb)C};THh`Rx#seFZ8Wg#hyKVp?_ar*FsO9^`XAG;R~bdytjFTgz*3E zO8Ws{rAEJL+6%+8jC-#d6|t*DiWfwKNN@G$S=q^5A!%aBNKrwe$=PfN1?}SNglj%V zC(95oXnwgVknSc|K}QkDV6iakxxe8{oFj8{p}osj^szGS97%Tq#xhy)@}~SJn$3;b zNuIihz*1j+$3BYqDgs6wwREmg7m4rC?$#C6$lFhQS^EPmf{X0cpCv5dUna9^no@C{ z7$HeBL#?s4I^!~nzb&c19<4F>(A6cyF3HSmA%+U}fq464wP2_Fea&F! zS>w{5Rmq>aoI*|0x@589JUEul1YG_00=YtR0I1b=%Ze z3pH>uXcXQOyi>6Xpg$Fqqoh9Q#kNOt;e~QdSdx)7At~fEUttcDf?tq4nQ>8M%D(>G z!3#sbog7p&LrP#+5Nf{i{BH*ZHRHu`gJQeSP89iW%DNh}f3CIJqvuobc*v@5vo6tvO_F=k zUw!2R`3DCacs+sis&eWg$BxsLJ2RJF!PDQ?_^FFV@?C!O?CodbitpE+ioDTa!R31@ zDSX~$$?6V9prP^6Z5)~WVc7D6`L!4{k`Pw*oO3E5#sq077e8fa1MPx$Xv}{w zx$kW*Er0K$fUzg8(-(1(=B}4!*Mb%j;xFq2jK#8Li%r@TWnk-s;t`iDN7c}|J+Y-- z9WK<$AC{Ji@sxAwWDT>Uq4m=xn_y=-nE;95{l2kCmZpuVdFFzSHX{$ne_!L>nHW*g zeIj0m;Nt%2v%P1-w+vpdY-WFwWjXP%p8i1e`UBVP;46up@~9@;R>5yx4*xGKpC)V)J9V-rX8856j>4ti;m%M7404Y4vIJBM0=nw(k3F;=f&| z93211I%U7jdHd)>EmJM>8@^4nyh*(Os&>ta?n&Y4_eAqP53eT1-v8uv7Oc`CUv-16 zCHCyESE|JQ1?>3j#vf|aeqh45-zvG4Y$6#I(%LD@+6hN|#eHJp)7f}i@cK2vz{Zb3 z^GV+^6+K$mGv);gLYVap#!S29?eY%+YZ_W6H^vm!*7p=$Ixib*6~v5RKQ+10hsf3I z?7H73nSv!*cD$Vt{{$MqN!vqZ=aK&S0o>P_DGrxb8P+jjV=9tHs4lO$s|6GLZ%HH9O@MLrm9< z_w+VSXNePYIKGThCa@61dAEx7u3_6@c2Dqufo6s%oZ!!==l2dY2pjFpX~*~3u6hG_oZ*1 zdlE^O-OK&Tth%MBZ^9tmt-0pPvuYm|rwPk+#&W9eixIkodX79rPps+#dN_#dJ;ft* zHcArR6F4G!R9L)1x9w~eZKhee6Wm$*AtD-W}4{+sIW~T1n|E_gXnBuWA1o!4+JEQBd5_nHZb*7Z?a`CL2w&+ev7eIG z**rsY)ACbe_#<;%mj1py^Y8X{mXGwluSGPiOP;_q}V~^Umi5f;JlfsU4(zVK50^L z-BB?t?S1uqSit%-$|?MrgYwvicIEW-)O)Vp=XNi;*Ui0Dyq{nwMo0IgmsS0;cY~W{ z;Xprk#MKuqw>MY0PYpU7nm&=Iy}gO?d*{obWaRsSd6wFMs>UY1a8@d~6Ms84Xt}IU z!s3*@5clp}w4Wj!&r^@7cS}*{dX#O(++DNx-yvn(?c_)ER zocRRH!q?Z%6P=p$)l#-7F@9)6JBtv%TClk&UXag%91G+Xij-wbcIs4Jcvx%-snK;h z!(wZmu=zOakbv|0?P|B3NDW#$@Yb5L=O#2JRGE@L^@yYmZuen_5dCmMU_PL^oB~UJfI2zJ}X}=S1e|$7^FTuwu+8 zA8+ec0awmat6-E8;IEKT@;UXvYnq9m{_IR9E^TDO;8?{{iFr(;CH8=4`FYg+zj=vzd=4V%P^S!Z zapH<5mAkK;sR?@%(8~ttu>(*EXnV>Bx=cUgLHqLq z*Xkv9bGi1J%hxnapd%S66Y=m*wUY-FO0x=ZVL^&r>$$HgyJgn+b|0U-YE~p2(byG2 zukk4C4SW2FrsDobG!-Wg`%y)u8K71f&*+JDGR`1F-);oFsDY7v?e6ZA>ulvkFFeqW-l zhw7``%ksYTFplMkXaXK(juBMo%gNOJUCly8+sww+Z(}>lg;CZ;esq_dsCn)MxEYC0 z-EeTDzi#zT`98LsaIUbGCUwkZxhPp1^9NHG<*vpQ+e;;W6<3#`E(#(s-GPjBqLPxa zbY!?^`{W3`Ce2dH>Vk?~V88dsDE{dExL}pH)QSzL_yspD)qE4IK0j3AdxwOrjD_jh zYS{zz?aZf+3apIAd1WW0YWr$P>}q8u`YbQi((%baKiO4<*{rx2TDGjZ3hidaj1ZRS zBz3nmZ3>KTl(x>{a&(yw8E#$HEZEGSCCF1Q;I=R|%_z||mDZHqjFVaJuJzWh zUi~cPTfMj?I?3aemdT*wo&TxwJNn>zrbk^;T6yOtJc&muxpN* zuU>Qa9pKA7w_pEsb4_Q{^&1b}e*OA}n(Mdq+*uA@+gj6HbEvDP`ue_x?)vMW-@M`a z+ZMjowzYO&Ut_AOY42`mYrXUTJ^ugiC*S~emHL(XRr>3%n!4(>tNwctvS{U^?=D)i zXzikPi#9CUwrI~H_ae_C|Dw#I{GyRXql+#sy0qvIi~hXmuZvWu47wTmKC}ti0yRMG zP%qRE*&q^1K?6`88iYomlh6g|OXyFK3NL|6;BUgK;5*=F;q~w)crRQDSHoSf9iD>c z;B)YK_-*(X@UP%M!hePT2LBya;IH8SjeG;S2DuhlgWQeWi#&mBM|L6>#Ep0nA0i+l z$SCp}ashb?0p{K?`^7yswgx~t)BCDO zUE031XDPo_UYc53SUR$Fbm{cc6H8xRdT|-L?3!hUWviCmuHJ3 z#ot##E0L8YE5Eh!J1ehSxp(FMm0c@6E5((Cl@lwcR~}t?YUSCLudckf^8J-RUU_-t zSJ&Kl&3CU^ea)I{9=hhmYqnjp{hA$D>GU9-^tbA7y-KG&eL|

2yB<)uPkCsJkkn zgMP0=Z_+J3u3PevZs}iiB{%7o|5dlLsQac#XV|9uma6;qFLk(1SNbd6btO9E4Z7u&fD-Ay*#EidT4dr#G zUEL%5bdNr+d+ZC{6K8a56S}9L&^_zcJzuU{XVk4fuiNmIZqtXl&418sTcz86QMc2f z+jB^_Z>#QrMOS%~uBu*F^RBM;l&=0kUHyOR8k=-YpXgeCuWN77b#?1{+H}1ebf$ZC zrvKDga9#f|b++&7Y<)WW5uNicoqM&;o6z}J>H@dxLU-s6AJmbwjxNk6!H=$vk3RyX>IZUWX#-mIH$ z*Uf%UcXU8E_jlciQQfKgbZ363JNt$1e6#M=r*sz}-Nn_qH$K+Aby)ZIyzbpm-Fp+d z_kW@Luu1o$HriT;|8_18M|28;gNRr*pvUzXE#?9$(Km;NR~fAg&VR=fUtqW%YC`rF>s-*HBN*X{b%ztG>kUw@BF zfA2;8{h#O`{HgwtQvG9t`p4(=Yk#bN`d|9z?$STMPrt5Bzh2RA_(Z?yas5k&^;@d+ z+uqmj_*lQ|ef{n!{ocp*`!f3dTl5vz>km5hhd$R=5&D{I^|g)qI+wm7tZy3Dw*>U9 zK7HFVefw&C#~<}wkLtTk`X0N!?^C_GOK)AGw^{Y}8NIVw?=I7O*6F<;=>2(puuC6$ zUr*NS>F?^9DLwZsJ-1fRU#Ax~>%|Ved{!S$=_9x4qxb4#x9MZA>yyj$=^OL|&*-yH z>2qJ`2k+Al{zE^E>POD&$MX8|N&UnR^;6yYX`O!7s6V3Wk2&;nGy3DN=}!>)lXLo0 zA^n-V^=F^apZlf$)+X|fA=%}`!DN1_(cEV zmLW+pTsB<}d}V^)`055j@id|gt3#0LQ$I8)L&~r+qz*&#r!Fry6i>mb_MeGLgZ5)+ z{xnjexRmc3Mu@yC-G^p+rOvieqS@8i*N67@cDP#0n#oSdltz0quEF6_azx6fQ)nhL zC=Hhdn+%7MeO+C9SCPHEIch_#(S$c$c8<*F&y*4wPr?>OqgFHDTUPR`^M;N@`&2y4 z36hbbAd)0(FSc!}C|~9C5k#QW%Ldr+r=Kdw+g(Si>doyP#**T;Vu_(O*EKwx%MA~A z}9uCyV}{pOq9hg15F0bc_xT4vda=W!jp1I@^t;`pN(AKRTn>3>Tgo9}$Io zYHk=;rx0h*5V&@@5e z1RbC~^qpfEdn2R*27HDdJp@T(1$Ln9wAu;p>Dtz_sShmI}h|6XgY*9Ry?s^ zU9y+%#|DJ6iHXRO_hvSY)E#M<=^k;X-5F2ZA5n57Ca@F@jyuHq+2`NKHf@B| zmtcO58KVa1EHyx7P~{*jup~G+k_s_CZsSF4&rV3C;qxD)7${6}G*e14e%8fq8^Puz zp8Q2bxi^b*UOGs-Xe&-z83*fSyj*}MID(^imSb6gkx^QtM5$B=$nJ>I9dXHa$u9Op zn^MiG&WKs?IkBnMY@h6qoRULys82a>_B9jPJa+Mo(Q%HQp2NmDo@7ai#!1T0Im8Vo zFpnwdaa-+OxV^{T=Q2C{Ej>LQy&V>tE9eNi2p2i}H1=}ZQ5SUfH?{4=+jcbUudWdt z*kC%7j3r`;Tw!$jZv+-J5XrPWWMZv?9)>m@JLc**Gbel@za4ZZ(+O+Zt#w~20jl1Kc-0$+<)pwdILC4f%liI^DNpB+ zOs!~1bPu-UxweUpBVEV3&v(7s&4&d^5JA9Li4>^_l_1e5QqJxYw?wx^_YG8!RF8CJ z+_GEt$UYHO{so7*g^mE~U>79L>LKIoUsJp6wsB$J{ZG z9F!=5Vnrf`#zJAAUKGi61&QGqo)QVLJhC;?A8C#ri20pZ!X9?=4&DWh&cQgC ze%gepqi`@DiV+di0sET?htKY|<1V|?;dDA(USBZibq9T<4-HU$#&2Z&d`Kq1yBS%O zML}dl8Z1&KB}yh`RJld98D9BJ*-2QM?L8g`?snL17R#N{tzs{Wmdq;88zftTAC$-9 z_(VJxiOK95Of3Nkv~oO>6j>T)X^=mx{}W7kTxn2A#G@i{IxmgKaqk}?0QHUPQ;0L< z@%xQ_zbE7%QF|}NwybJqO|+K`Sg~0rfH=48z-1TfB0Z>=a0lJSSEFNbF@=gLCJlh? zS!6KHvNQ++PWf27XxuX0xCc_pFT#n4D6p)CVpNdw(f1Bx!d+0aT7hhu97x8bXfm3^ zV|nl~VH&^<6Gjz3EP>Jlh!JFc{Pv63?p=_&3T7`rEE%H)jmi^ngx7*iYq2)&cxB%n z=nyZSoJbv@;sXz~5`3?Oh!l#6g8L(vRH(KHkKJEojPlskz2`kspRUHHl7 zv8H4L@1UK88(c|n-Ti)7z!9_sod9LfkdvhQR+%U>WhGG?GU7@5WWVee{G5mPfh4nh zn4KP^hp3@o22@Ja0W#4VF-J^cv@dEC-Td(M*yP0c(I^&Sc$%b8GD!Pa<72PX9)wgQ z{Ol~JUJa=PQZl5RGw_bLPMkk8_cA_re&)>R3AES@6NiZU;O^iHcyL{CU!X1266gt7 z{Z^mDA*bk&9IT7basn(PU?e^!#D%CVN9CxPWYgRLGeGC) zJbjk^iJ+8XWQ0tUgSi1rmPyjbI(dBKv8Mgd{AM^cmLAWH7eowjAw^Lr9blZi@rkqE z4!_0IZEwLHEnR!-UZ{Uz{UdkWsnO;d1FM!1>Sf4DIw+@+a&j)wBe|o#WFQrIH>kkG z$HXUxKc#*~o~4p>ic0b^IVMNb;UTn3vPFXNKq3?;6Vz!;JRBucMjPxuKsW<^{&w8o z?(OmRd;8r^kJsh12h9X(ZYPMkRYd&(VtZLF(SF!OsyYg5?xtw_s$SO4`6bjR1S7Fh zrB>fAb%#7bk8zY45VT;)Q9jPcxeQ%k2H9!uOg@DPJh+D7;RCF_?Ksu|vf2zk ze2i04KYsBLcl%Lg*1xGmzr#i$?wq~(A% z13Dl@jnb%uG>hH5m9z3@u`k>kw#YWH%<P?e)05&eh?ydHOvzkIg)Uc_nw+F=8Ke7rZ%d&OhK!qb1`<4WcI#9?zeg z!B5T3PL7X(b!76)#F>d#CoiF@s;)sEr;n9Gk>PQErtC|#4ECv|gM5r-DV!xmJ}P^^ z#FU$rdW2<2iqyE0bBkNvz_x6IZYzE(0Y~a1EpnIK5o=2}C7ZJK!_~tzgRR-#Z0}g- z(Ux#3EQh%WlVL_Fpa}mJg zT)ozI+}dtx>Z{H9_-5&}st z$W=eL{$p&@^N_k+vB3pU&zi=-H7(8yD;V>bi@?nV-jQwz+$-gg98|c789bSvu?Q+}w zmLM9kG!f-xO+*)Irur!$fd$kn1|!K*L@1pr4dsXeF^t;bK#S)d?{06i$Ax=bZXXcQ!N$-|Vn^uU;YO;FGEpAJ2ed+v z5Aq?2jQ;fEJMX{pQ}mUep8mzL|2**rjEzd^NMS?iJCkyto9&A*8<)71EIDKSip zho(@aPB~#HbjJI6FF5)BXlJxb?4rAvPR2(2fyfN8gcy`KfM4Jfh$KqHgE4=^7j{JZ zlID2j;HGi3c#Zm{A=Q=Wj)Eok@V!D0*T?p;X4*p9NgL&%gJ_VV3AT(UWG)&-BQZXn zC`|_A-l)+Rb;d18OR6u^nd{2;rTU|2$!W$gyYA=HujC36J}6H{PQ-03SitSHSUN48 zc8k~J1(o1(%1-R)^ypY-FjGhl$H!u0;W_bD@fGe2bAmZRPf%G@`LYTw2pKUZ`hJ3a zzQ9@laY4EI8I853nhrqf58>yhX!TmJ`Y5r(zuU7HcklHz`K^KeK)>Ijexv=yzVF)5 z;v>aMgP@c_$}a#E&F7TOhJpwr9MDCj6d-pm`^?LjtI^f!>~wb88vCluRpu6(xxdfp z1Z5j=2i(EYm$2z*QaBm@Q36+&s*gG>4u{i+JADoymqs>WW3dGP(SY*JNj!q62l|vY zC7fd+kOCw)UNXSAxpl`eZ;#Jn>*{U9)$e*B<*)NUGbHFFm*NAz28QZW6+?WhqjZuT z5OM#fkn+u+t0>~VQ>MdAgu$K2q$}-Ut(=W^Qtp`umZW8giK9${8W=8Bet`@Q@PN|^ z8h7wpjUsFtF;QIsspH6TWv4;8{ZsXJWbRwa?LP*U8xa53=j8DiMKUxn03Kx-RJ@2J3i;!lEXAW4e2|xD zj=o}x7&rg;tC(e%yR~~??F)F_3!Mjm1@7%?XebBiGI!$CxwEgK|1tkB18@E7)O+J& zqxkq}b|4ykv*LW?iS85KXZtRgqDhRCha=|`Xau>Rcv{|+e<`&JQ5j@qmt)0n6e!i$cQ2XBtJMBppAqb$FSNy#K)D@NT{1I`+Gc{ zxTn+EW@|M^F+bBZz4-&X6U)>l+oRyhC3`d7olUJRjUA0`yPBS@MwKa7OmZHPOZCdZA+ed=;pz3Gx8QX|1B*XDK;zQBe+kw7E)9sWtQB6legoX9V{Df=R6z;E>DX*D7OfeB2(^| zSvJWnk;)jV+^F1*Fcf)Mqb1tUZGI2iy$#x@+z;oIki1Zyp#?gkQ=y3K+Pd{2z4Lg6Hl%R0E1t!i!NMnv2LJVf!HIRCpaudM)+_9c<=}- zqpVCtW2MC=C6BP+0I0896sUTg@~UCSOOTp?pP=RrW`r0kkT@kuWTZ^_6HHU&LKkY` ztv^uzYH+)!_GTMo6E2xVlh`MjcoS>p%#4{b(?C8m9(tjp#1cFs@uI*>Y#5~_DjX{% zV!?l-u;SW@Ox%gDi_Xvv$Z(ZIS+XXf%V!}#>@&`@$HIT#s|MuZ{0Kxdg8 zouxCVay=YeM|6fdLhX34-QVhK^|t!VUccAx4BCi(qLJSj2|2L5GvSu}l27mf!R}?e zl!x+yi{ef(Np8VFN!m3L^V~GbO|wUsW6V+J2s1sH#W>AmmlD9$dD->HuvVZvuZ8(9 z3Q6`#ukebjdSD!?K+K`qz&4|L9sE3XtTH7)teB=o%YF%m`hrc~8s|aWd9bgly{@fx z@1f`RqKf|VZw=fUNWC5jTt5}g@H~yrDYkNCfXfIe*#|1sfaKHAg3AZ$4WO%W(~)MN zzpG)TTdg;!Hf0MCO3D@wFlMEYItOZT`LvYfMF#gPItW;fd`h?imsS?~U&;dpMlFNB z`YvJtVl8M41l$DRKC+hIBnQmcDeH(scF7*z#keRJz+dNhct8RV0eEW>r9>*0ExqhO z3K@uB@Ku2Jos6+$>XbpSPo|C!pFe`1KYDz28myu5^blCXnNf6p3*u3)9TM|$CJd@^ zDO7w2$wvRD(F)8mQ!$8*TpW5ee-2f?f?4`&tqkPgqrb#9KM8$hfWHSWXoiooB8ih? zn2eSw@4)8$y}N6k-f{=N?T#%^zqD)1p52EIHloD=W!~`4zSA`$ts`xNEd!0&#(0O+ zC-rJ2&-l0iz;ptLQJ&{no)J(sOvi`>k#r7p7kUca1D&bPRCBr}S3A%iH;esZuhc1{ zC8J80A#8j9bWEBkoIj2W>LN(p2+j*06H`E3<1EcG4CDDTrW{dv=T{(Z^~OOlCuZa; zXS`VHQC~&uA$QPk3L(LpISRxIv{ZBqr%RE*3>g(f6?02i&H< zy2hQj+6muDpFWV5AWlxv!)3}^xORI_b8CHlEnZi%;iWYX1G7}r8;(?^`3S>PI4_g& zvSJm?FNAVI*|Y0^g6&=pso#W$fqj~Nb404SU$|j&Q&kGyKgge zGt3RMIVu+9@F4H!+`OBsk8dn^oY;76vIkVKhjG$&+C~H6Mg>6@1yOYuyqZ2%0o-w( z%athuuxq!g%Gv5_=|9x79aZh{`27Y>T>`1=5#J3NVLS@{I>WH|uavrbklAon;AxE= zpFj#}o~0SBEgN9HK!TmEtkBx*R<+xp96*#h0#eHnHCQ}vNOVXRfNdVu&X`cnOj#_Y z{gj&x8ijyJ3arHPVJ^WXsR$v2gn;1V{enH*7we6g16 z%kiv0$2p8&=%0}!;9z>~+gLrQ`Fr7~&j{*wp|A9y%5NAEb5cSAI%5%Z`97>fZI44w&|={;6CSv6HR(wIj}jwoKkg=caFIaK?e(w4?L6R#b7%FE?BqKT#OTj%J6ld9cREXOE%kbBIsXrGVN5TEP1`r0fYJ*#oRY zv_|^zusPBn>yKH}=DaCy%2*R_IU$E7PU14m7zLD7C4V5YE43$8m+u+r8?&YSBB~6* z-2au<>psNFH$v+EDL4^_0D{w6yNPl!#%G3@jZmHHM4qOm4#j{D=hO69nX(G*scWsR zt*)zXYH8_h>*+A{TG2liFB{m0pt}(Nomno*&=gLSEYJk#v46H9c_|^veBcA@Z6p=` zy0Z$THb~5h>DCtLb~p$WlCu1t>T=}S;x+^K5VRWc-JRu=LQKXBO3O|Ju!)!ueV4F5 zBAEnqh0jP(G+wU!C{|kuse56iR=vfbwkXS#7I>ptX<+Yx)*=2UVr)*()IE^2N#)uW zWDua8%zA%}y@R9^JYaK=fFGP~tOf!I_Nq4;lqJfw>Jp@6_)Eh~<$xGt7VtWDc%V#q zTg70HsvqSGVn)Qh{{<;%@qSHoT-mAu(SPR07?3yW$$u(44#GL0-UejvpD^VCB$p3M z5b0w@$Exke8uvr<&%n=|WK|SW9|I7K%2b#Rvv`=1Xpu%wD_d_+zeI|^Rla4I-=-`o zZiDBy4H*7e+;#)<)t$;Y!}LK&9>{Y;Wy%ZHu>Z*sKFcQr+;<+DRn}D^{^v%ytPmG* z-&tr{IlGXZS7PnupZNgW3l8x4x8R}VzXL(~XgmARD8@bs?NHafg$%|u@2trJt@m!c zZ<2ikDpwC6CCW6wi~jvDsvBA!wUqm9xWC`$@&>#<4`2gN$V|3teZ}L>f>U(zZl)*H zh&BXT{oO`iXUGDin;YSVFeA zJ?PF?j6FJwe)%udAUOVd=H2rnuj8W^ldte+xUP5f$jyKvFg z4q@!gkXnkg5)HvBW3Vbv>ud5hI9vK#Ev-Fmtu3u>_3ei`(Z62)UqJWV38}vaSzv&~ zsT4<*k(8FLK4leFyj|Hee>(unm3a9RSFA`7S_R*FkC&pxLSvli{Af5 zweGCu6egVD3W zy4zIQSJkq=ayNQeynNiCu9$xnp}=8XUN(P?VgF`mz7JkQ%^iZ|>>xW*rrZVFTYGAn z_qCLF)c5xE_FC-rkS$;j*@@%NVq^Sov#-j^H=@czF??t*)Gvr0u}l;=Sy;u%;M#>z zF(d~f#z3SuRa>Yn>?k}p6mVkG?S<}yIbn{Oqo(=qII-XT>Xi$!9FGlT@F8(QV`xOq zcsb*qS*VD?3_$M%dFkU&^?t={*u4c(zXZoQc?c5oX)abqMH7cpWyM=Ho3jA)1i&Y> zB>#@#qeCOPZ0f(>RG$7j?vC&8+S|3e8&^&$tB|BfEx6_YkSZHr!4B<)b}PH!EC9(X zCIQG?U=rqd^;$^1 zF@1FW$k^1(*on~-`QwSX#9VlWALU26VXlDw0ro%b-x4?wY{G+0zH-k7&jx$F#cTHV zggV(yu14G&^*XS#-C1YcExB;X15()oBmyvx)51t3n;1yM2c=1If}dfJu}7KX%n9Zs z`zrTNA%kg%sOdRB>lAh#!Rml$nuL`bl&gRD>FFZ{3X6~&C_9qTb_=(^hV3{6sT1(` znX@$+Hb#q@yNrR$uK3_Xm3t3tE8kvT+hTEAoIUP#@2Q>GL;*^`zIu0ssl0s;-oCrN zx}&3`t)^kmA+$ufw>V=UlMs2BBP638_BI6_KAYEud;8sXr?b8l^ZNo`!bf;WU;t1b zBZZ=6(WnrQuZqUR1eKhr)!+>~OYti<3V zEpmeB{{yD%RATD)5O>J8(8uxwon?+tCI4JB(2tF}vYx0f?vuQn8)e5P38&cei74J2(FNk@rraC4*-Tvg`P3;aGAoKaJ;S zhE9#WhR(wP_7+8ij4ZJd(35!JBeHniWIb?*Zo!W8cHYKn%MFZ+p9#^x;juIiEFLRT zQ8Ij3*1C2c$reFvk%sj4A@mdFIb`>mu;=J`QH~Cz$MN(;G|NX&VrLdflz^eqTCMN!f1$sQ$EJY86TVRwRjrcb-26E zR%JS9uIR6^HLd*+JGc#cQF#eIA)b^@N~s_wfJ4-_ibI^}TUGH6$a9z3jho!{wq2H; z=9l`Pv(i@VBL6CXRzTHtDvUfsPFF$FK#nbxy$zSE2J^1{_dcaA$BQ!n!SVu6F_hMb z4+6PteDH*IbN9y94S36oJqK;w)^2N$wVMY>IU9|p2M1^H!Ra)p@jZMu+eeuw6XRloY>+2;if4F+fF)}gFsChPOR_WHGy+Qe(c(W0++9@X;d0_>oOm|0HB?Dd z`YT;ko+?LUf4i;SZgSaOc5A<>SMXrj#L(cx_}F;%sC*`ThM%E_wGDi7gdCy<$pKV( z1gPf4L|v#M*bIO$)Dv_B?E$wo7~s{+Ibo*S>2{`v?x%fLY|b<2lAV$R)T~cKL&}w* z(|j_T2uC8k%!k)Wh`$q&g0IZ3^S zD`#NtX{wEG}%N7xV4FOVs8(=oS)6j=0-9D$#f!} zNG4ued$N40XR@zgO?p$FSRhQqLJ|coA`@zudFxtk3fP0rpa&0n0-DMQnxv*|bGB>1lCflL31_Tu5|a|qk>v5@iOlQSkFrrr z+lM1aK!O0U?w!Iy-Gn>X@9)C>oq^tfIbia3I+|R~t}d??ESuMEp22_z%(*6AlipEZ zAy5bmg@%K}p^4B8s{9s~xrGt7APd~nyV&+kkZOU0GlY0JP7L4!hX=@vF$ugBr$N-h z9G>x!LADYi{bXN5Db+yM(3L1)j^ZuK!-kX1LtT

gVmOi*W&tCD0H}5pO&DtDwwIlz@Y-BEiAKNZkWFDzq$LUjUz}+e^lIRn2-{{$Ds>8(RfiA*@+0G zOh?!VD|0;S{~S~9LWa}-c1%IQB*t~;>UTpb2S0Oyxdl?6L@qD}Wxq0_?gvJxN_oxj zNbA6vW8s2fH4^Ggd8E%(LnRtR@spgjzl2h68S zp>QfJhDDi^X$hreGLbJ;eu(_}f;VzkEu?G%{3m{G>4L16-|#wCz606^lge$ml&Ezz zf%o<@cGmdl1fwF53e5DQ^i%~DN#(fVvNvI+M9mu}Dhe{hiaC0=3~+P;wg#LYuhHYN z5N&J+*T%K7z{(~3d3Vwm@#A5?=wTh4gRxWAX<;xNjib>7ACH$R7nBYEGa3-!obr|n z*siV6GataIL{x$nHja(=k1%VX3iTLbQ%VgPktPKy4zyAlZ+NG0%U1?FS+k{u`W)L9)QHT3^M>*f`C&-VNP%8}clz1vXn?N6XHt ztJUwpk2BD5l{1WV=DOlN$sVbXHL+$|GkPJ-xs(Zn!0}Nb%!Yx6m4i`F+#BClxMvn1 z^>>sIKx#44v1lnB5{FR=vk8Z7mEHVM5NQwXx#s6Oc_Ro696W!m<<}3 zjZG)pE1@;8J$zKTnh~YZ#LKvH|AM0cRZoIwOD}=k+YYH);RhIP0xpwd2g^>u_O}AS(NG_)JpEWt?V;r3Ead5psET+`&D7%n&RCA5Y!d?lG zA)g|79LJr#|pwJm_Fp!opeSHBI+GacdZ2q%IlYy0qj zM$R>{!LTdUkEbkgOUx8A$rhoX@8?`}01eP=h%Ms?j^=^oU}P#niig9&NHF4vb;o*Q zt;zZ{Sc&>5T5{%q;nb58iIG@N#s}rOC1S?;(+rZyx2w}%S@slB$+;!e9S%ejrOHL* zC$EoWFP!=OV?4bu3`?$}HOMtS`*!QzrUUhrcwJ>pWmP4r{1q8bL;S+%k0$+SV~O%% z@n43v!OOhtK78d)@AUhj0;HR23c6I)4no`!xyf5j>2S^U@BgA0<79 z-JVhcDCmP1*V62qktB236e_pAPqV1dfv zc`8jOjC7nIk&lOu$IqoMq%LGG4ZMS@htC>frm4M>MKJNbcx*ppXE>iw2CNg1itQvmi7+QQ#-DM#6LCr*EaJMnI+gt8DULDu?C(D zGcgX2@nKG61HZwFPa(6f6^_M+;)V27b`C8jv|Tf;L#4?RJX`wZr9A-sO8rvvwN`TK+3pcfbz2dWbAebj6C0ND!!$oh9-jVC}2Fs0gcwlj4ycIo(;sX~gS zaE_MPI6q2X=?Bp$4KAH%Tz7FFu+#-7 zwA5T+`wRF=*YVDySy5v^=DN*wWg6 zkBwvW8fdk;Oo5Sn9O4$_uy&`Bmw9v?11fLzK4ddBRs#uc%h&O0#W8?U5<;negnK0PuuJ~25yl|LST zIsUSIf}7!H_|yFBXabfVpnCWgxf++N!;Nx#xINX7ugX`C)K9idH6L$&r7@L^g|&hl zWR8(&1lbwcAFobUC-zKjJiqaL)w|}Onm%#7>Kj9gx5MoJ)zN+O=h(*QAoU$sQXo>M zrr0;|TtuTJ5HWH=9^W;I(K|@%;g--ooY+q^6IQ}TSVFxhNK{o%O&>^!F;=E=DjXwI zWhKfj#k~e6Ylpa1Sut&3FW_;E_X7D#}DSaAhSv!Dx+x99ck> z_tcx!_3*kAEKtt(1J1rW%BESCl$ZpM``?3 z%akfxkbD&AbFHQ6;@6$l#tvUnZh@7b6T5Gfy!k>p6OZDFXiSW<6CB2qS_;tMoGg)b zr?G|u&{xmHgnT$mL{N2+vc_;qyLUr#qyMo34&2X^;=&#stIbYPltwXubJ%OjnmtJ1 z!3dk+^MWQ>85$3~3Y}B#D@TG4LA*$@kyR03rZvsY&>S1Mgv}|{NQ3~O3t|*t-NG}M zu)W)FC!xO~Q9c6B2pqn)XY67gAI0bgpob9kJ`(yn5|vXjv0yduho_i(p$8Ck4GH}L zi9};z2n5^88P^Xo4?>Tr-vSo&^kv52?+NspcQo9MH{D&gw&tbUP3;FQ9kLfY_hx=* z=9P1w;q#k7IBrVtF<$0y889YGX@KrPVsbLv&o`t;UmJR*a2_8HvtRE*EQmdHr&=(a zt0{!De1^pTDUh9HE8WaA;!Gpk%(rmOa&4j_c_3MrY0b0_wNAB7wv3sFyr_355#Y*V z0wV#q6+)74Va7Sc6FeahawvN^PY#lU^f*0>I^cG7sjoB8AM)cte=raX1ql~r<*mF$ zGDS?0-fY)c_h|14^XsMy&R0Tbf@eY#L_&E}#{Oqw1GvT~-pBTDQg?VmuR=teD9o0U zvxjG9N^{AtC!0xHn|xX`iSg=HR5SfFt1iOT8$FPcRcJ$@Gilb^BZ3p)k&6XFjdjp& z5CA{;_wOc+K=3RNlr%tli3YMICES+S*r+lvb`XPh`xDaEt8fR($->~93 zWN-k|?yg!GOkkb-`eRrVQ0{NR?s>mK=}~^I_8{u771E&ef#-e5ynDXGaI_j&>oN9d zS#cN^7j6Wkw0$CR{TtZ6m!SD_xa5t!hEtCZB?{3Y2_KYB#NJB1nfhW#Sv2jBU=N!f zvpn99Dw~zsubTxLdF;U!lUdgcZL_*Fs_r*THplE23b<;uW~#q3vnhw zNQ4}Sc%$Cs|>q-YT0Sop*bF;J+#O^2L|mc=@eC5eu{0q&o^6 zV30EInt+rMn7Oi751b)EX&r@y9??VeOeG`^=Gkl+Fs9u*0v<+^cuK9}De=nwV;kH3KBqy(qka5uxfBctlW>b1yPTHBM)4uH@2qq-k{-1?;bDF<47 z^K!X?{T`&w12kMUENj!Nc?gbEW;S5OjyeaOvRiiZZfzcsaWT#;o8n_)TogryM;V?L#8OH)oEj~? z+>T@tAafRMaEPJ;t4bou|1z8a=bB0bUGYQpH*lA`)75G3bhH6|b!;OxKAp=&Bhg4i z46`yPlTuI$CLFoGT;EXtxO3cb!TZb5&qK=9gmOEH$|)%-0dFE{qjhwIi8H z+a#M{=j^py-rwRi{0_&Y(cx`62-KuN4~& zSpm{+WxN7wUiQJWn4=0fgFa^m?&#>NZQI+rx2x9F(bsP2v1)g+e)N+_WMt~p8@T#k z8ukGEVxl~*?FR^a;8U!q2MMHYq7&qmJ_=oz!v=;k!>Iz=uADYFyWRb!uGS{JwXv(y z1RizG+beiC_SxwRQ{#hUx#^Lk6XT3Vv*bdTfOYd|amoCQLH!uMhn>;3suybRyt-jw z_%~n-1bsmd;U-LE8{JB`vz@Hhj?GyMF3AtPua^ajvvIxRf&qzhVNRQK5=2f$d6^D} zOO;mT#s2}A!+-&v`ViZ>1zM*d$_<()`MUOl^s|?+s=d(sci;z@qm>aRO2;Uij!Pt4 zro>?N*jt7{HZ4YF^th7Tf((giF)Rjug(+K+Y-*uH@$c>UEwhc4km`k>9%sI<^@)@p zA2O&(5>mdQBoQ^4HT+#kf~fs?ew#sdh;G3u^x|AE+eeznPK@-Cer@VcyZ1vN1m;RD z(E=Me91cl=uq)gjH%GftO#^7j?~5M;h%iF)FK7;IERx_CCag5Mfqtk|KZuA-N|ab2 zAq70BEP;wIBIAP#Ju_;d(EQ8`rx&)fm&1eShR%<^mX$C;yVrE#4p-Lr@KK_Vumsv% zwYaC&+ZnJ096pP;7wv?5=0^;QtW>KqqE;&t2E`1Xo57hDuQwFJ5WnytTEcm>gmWJt z+}>_yHSVmo*V^msb$wMG`#URo>P+nsH+K5M__1UmSr`Bs8C9C$fC~B5$Af!<6@e-| zSmST-xB1%~eHOdL-Vvk}Q!b6pPqF5(Gf>UKWeR_TIVE+s^jBi(Uw@OH>!tElX~C z-R<~|6DN7?#2)Y)>dSZUg7W*vrxAYSZzU`iGxwhJJm;L}xs;a-Bmt((z>$4XmPJvN zS%sI`JX^&WKpDve03n_x-=f~4f5)jzbq(G15667eH6G0AzkX>Np|T%;%F#r$CDL=BXei^!Bn z@!aMVJkK>rVKFEe{K8bBcL`Hn=!c_Ua7OvDm+?-J=R47KDOpgmMHYv;8W1l4r1P?m zp2B@YA+vA7F-$myjmP_TcV%$)ZlqNk&^<_&1UKu$w`#vbReZy!_f3QxzG>$; z;hM0ISw^g*)^V$`;{YBC27Nxa;K!eRdU+{Z$QBCK@;vqis!UL@KJ6hkr(QA28Fzb{ z;+}YrjAAhof++w58J_3Co`$_AvVjZ3d_V{Y=KSCSrapFUoTbrnqPD$)_Z)-zOfP6dxK>p*e;GG8%?Qfq!a{>ZIXXLda^WCdB^DSiL z>LC!tcU{syZrp2a^*p^DujXfS%h~1JTJB8lT)ra1a+bs<`Ctm)WjbQ(^B}h~ zxI?eqwPSfKo69AOB5}ElX#b-dWu^tUL3A$!UWvREc{+9~{>%9DalrM+9G#)lY=Y-x zz#G5IMC2E~KL$1W<3q_p$uzd^A^%JY(`?Tggh-%VRHs^Y& zrcKGq!V;45IAJIvqM2m1}n+BPIq#1^Tot>L?#T-PNjl2cJ{jSwvz>VA0 z`!}|Lyx17~q9aU@-TnrCcsHWSe?(`B>}LIuYILQ(w$%77{aUkb<2KEqzq(!R+1QS1 zZ(RMHezI=M_ynKelz6D@?~2faC#q2LG^- zx|3X7l$ro<3QC5M6p;K0Ohw<*7yA=atdI6FZpO~oDI0Aip@uyGz*SfPaY1Ax2}+Bh z+ebL*PaFJcN7|g7%1!2sc})GG_FX;Wpk0(3#2P;n!NLse2Y@uo2qHiXA|)`XxDt{> zl236Y9VvSfuu7%Ba(LP6!mHz1bHWaVbR3`-f=!qP6fUOL_3j<9P-xoQPx$(6CngV@ zj!gGCEOyJ(#MqGF#a}wNzFuCgEN5oqqF78+67}rSR8PW~FlJ3POJ%y^Ecr{mQ^6NP z*z=*^2UQ}VRB?*sSSXSx2nztu>YfU;hI*sDv175PNbIRLk{aEr_Ng;En)<(nINRRA z5A6hSL*1|b3WaVujk+Bh;2wDsKfDvU`V4xMoH>!@5H?Y!R+`o0SMNf*#bL#qF=s7# zTg6^-%(|9y&*7C+qkRFfIP9xo8oHs=N2)RMBp*` z^MwO(a8W@PFnUgmB%0H)G@nw^DKSUYs0vk#XRwWbMy);5ou;-#2v<_289|gpStJy& z?LjaMkC-3*$_Pb@Mht zurW5$PT4^)k6;lH_(Fy)f7+<%qZ2V#%n`8@QG3K0@&FX$_IoU2cqkAJ#zHY0>sMk* z47@o6xgwLmz$eM%o0M2Onm5F9(Ns)~0`L_Tv1e7kp40vw`QU!A)%0a9pGc*N(0?Ht z@9C;z;BNbQC&9T{59I^|R{4Hz}!6Lw$5kM2XXW4}@(jc414>;U;bc?pMedtdy8dbbTt z(=yFcJPq+d=;!!vblK#!MpP_JbAhe<&P;S8+E?EJcmvjTHzk0~eEIHGx-u_LkgsRu8 z!}|Bs+aK0xxBr{|*Xr$e=`P(0Ubq{)a5sG6?z?nX`He^PwO)Xu$^b|GiwO~Aon`MtMzk+ItIH`#-pW5R&wK~z(QXB)_ggBXKhSdM_>peeg-h(krC+~^X>suE z|1KSm$2c+pOMe2xGT48r6Ze4BE;30r$;yHt1^$4mHeE4~2m-^9O;&l&$}j*X_oJ7e zu7WUFWq&Agd0#z*60Aq%uIa)lf*N34^7A|14C>cyZ^zzevp7ldlZvW(Ml znaij0N-8f^qzY4rWwC4|9m*KODPPW6bQUc|W7$|5FOO88RS`V7P*|@$GXq=E420Va z%KpUpMj*Kk-J<^HPW@b0K|m-jOM;y?i+(892r~g;+k5!V?TGeq^pbjg{xslSGM6UG zGEX&zAsb-TaPM-sD>5E6M;t`N5uOg2f+lajs}0kBfYz@F`njGW2i`nK&Npv-3rz|i zX3_w=?PdJ<0p#juQT5Z>4*fk#u)d=i0HXQZI+vFdN#e8`-KWda3Ur8KIfi3{zurvL z*Xlwa4jB!CO>fnv^lFBTgs8ZwA1R1`tY5xKxoR-MR*a;=Vrqsj3l*-&=2p9L!JDw9jVYsKX6>w%@z5bGNHGz%84yjL-Ac27 zB?+VmCFYn2lQ{^19yntrch(*|N6z8`S)dmU>I106Tr;m@g52I0@zz5R$5_>fs9%Te zA*#`y3UG#9uN*&wXm_Hos-G{(2z)S`-6lVC{~8|X4EFg)f+O}e;~wKvqx<>~CH#0Y ztz?tgWUjh?>UHczG`F z3ZniIof;k+85kcn;gM)05{ig!yq2EJFIAVSvkT?*%6fWTSQplqWpXw?8?VNT@#4wZ z_$sFU!_`O7fcCj60L36mK}jaV1l7O8H|_`92o{VsC$$>!7l!r|D5ds%FRNmuES)5U zI8lfr5_1w3Eh2E1w(T{q$Lbol6BCZZrtgeAb_SMkd2k!3pn}f81{gdf^rD9(oZ!wja?lFQF^v3pI{s1u2y(rAmn` zuZYQHt+0k^`*eXDk+dAAn5`@+vPmffVD>iM(g+unJhGio?4px%r-yL{It9h37#rtl zOrR+#(-h5ylL0x9aLQ)MEDxlQ<*_%^uju~TOk@Jwz8CPW!^lDPSu~%?$kY6H78?pi zaQk)rVpX{bgwrD^dn>8COE zQ(BWg0862YSDwla6#X7tv59up%{mz;Wu@&TpzxRvAjXIxOo0@-xhWE&!iX^*W1~Vu zGN?P%PwIWc-ZAflcf!^?c`Omc3p1;i1UZq;6p0KcP)s~V5`G>)_=1|#kL+<9r-w$n zh_TM85xd1cJ=E8FSa9Q+)Y6=iD3uo$iG{`LT)vjC73Rw;r4C$h$fN1@bh|JH%b64` zZU;exfb-p(&V(G(aBm|;ES@+iM`VD6)1HE-;0BkoI5j_f`qY2mY^w0~s`~M2630Cv2D@gUk{o8lX@hr`@%^R) zlaEc_XS&aHxAjhU+=jo;y(_#Xy)M0*{YmA2RWH}h&Yqb)HMg|5xKJ&p)9Xnb_Q^>S z&PDh{!@(C1g3!B+%86$eXBZAD0swyo7}zE5K7&t>nOmWw*I!h?$H6$kg40$ zHrZyJaQZ@=3;*@6x-M5aP1PtubdtF$jmJg#0rPjrAg zXB{>XBc>tq;MCysp0RKC-8FFYxb}Be(uTjpo@M9wd3J$c6qoo4pQ6)jT|Aw7qkcAD zRjSEqx}L3P&#%7u(z1wiP>v1Kau|S`-Ou6sTD70WD#dECRv?yn9uEA&vBd}-V6ZKf z|JIA{)$*C@`8q*8fM_@BLSM_%3A*8C$GMVck>JUO4}=(2NGv5YoU~QqxdfG_GgOL7V(KOI`1XW=tR3WtNW zBzbMv<7Iph+_cZ4sVs=FVoWBYau94Mk20D&R`)X|Vn#+otxJFtz#04*=YfX$3Gx zf=r5Wy7?R$9*Oy*u84(*SOcTJPHYJM_9_ECT@+pLmJ*fY(=xHKRdrqchHf@dP!fs2 zUvM?9tCctP0F60U#<1fIR1e*NzM*~tQAbb#w)bJ9fR0ex-@=c8ls%8CcYg3O{i)HK zNwFoZ3A(6{aIFBXCik0)dpL|e zaXRx#?v?rfzM$S(AH?$_bOxbjn*T*RrVXM;$uk`dg=D??FQ~Ua?DCl$1B7E>s z$Wx|1m&fV0_)Nj)9>dqtY4%n5&uK#aoAmq2B_T0{C;Fx7L`abcMdA|4res73iH4Bu zRh$`Tdb%)Pov5BzdFmOr2fzHlLObskT#_X@arNFV{N-Q%Uj4G5B=XrBQR5gGmBHeG z<5*JrIeY_cu-|KVp9eJR$Sy=X1Tx+Wk!TIo{l#_#SJ443V|jq{(cy-_6-j~JN5y%mDG`&RyrCf|lN{3V%(qL}S#`JW!_Iybtes=e z;9afAQ)p$jwoqR#@PL|8Ff78kEw*J9_l^3^K}X1G8yG)?jjDUlGwf-8O`471?B?)a zj1IAe<1ZXH9+=+YAa>ZFa6aat9QXqD8uL7Jkt4JxwR?1}crGiA+ZsQ~&+yA^kH4Q}aqiP7`vvG`n;L)85cIpmSI(5iG@EGb+XW5JFnH>pP5vpvb#L{Ul;QaV?uF9TAjn~r+IVM8<= ziu#*_!;ElXYsfL@E&38cBH`!#u={Y*8}pn}iVBy&I1tP-O;>j4a@mGhs9})<0@A_N zsUGAJbdaj_A#5&7Wt*#jaQ633OgLS3mvO3Z7~9yb%V!lCfhH=Pp><`f2l*P>+4zPu z{D#-G-=KSTb@$p_R+ru5@M5PoKB4yo1Uv6wodoM(Y_x^8kN|&RuDG8B&>&1k!NQNx z@y7atsx}d10}&IWQcyO8<$x3rC+2aF65wO;7?kBOnA+;li)P9X_`91R-L#dN#3<`Y zho>p(f$z$C_>+PtN*s6^u+q!%OebKnn#VJ#$#hU z274`dI2w%jLW~oVfp_J$-Sl7o93rhbSQE?P{a&Cr!5Yuu2?>d2;K-nMW z(ux#=atxL@JTp0rXuHt;)zD)xU)U7tCT>R6f4WgG{v3G+l`Wi|a?#UxJRA>ELF~(a z)+c_0yo4q#f|apRHu!pw3Sj?wqyDRCGRa9XF2;qq5E}xx(V}4Lr%~-=>PPk9&%m9? zod8|364w;xBhY7sbIMa7hks0)(-$coR!T_#mcq1;*|CEAY|%)-?{O1u7g!Sxhr{Nv z25f=ppeZung3n1Q=4I}WBJoh$-mxxEm%BI6A1&|3>q3>QfYkgJtNtyAY5%BmM!e7f zCFqV>;;h5D%+&qs(YV(mwlbdOyM(~f`<#y zae|Js6c3msCC9SStS@Dk?aGuqu8hg;+1+J;AL_Q8OZLgWjH7JEMn+FY$F`0ijz%Ba z`cQ07v@NE7>KXin;xAWK8>*57>Gh>VAs|F>j9*aY_LjL0N?nEc2;jPPD~C@k4*KN+spu1znovsR8r++Jv&>>n{(E@ zJ@2Sm=cm&-oT51 zEUa0W6il3r^)Wuy%XzThtNZo7!H73#^Gp(+Nl2PaHG9dI^X5EN*CJ-Vx}otz z;pxy+Xe!|FdVPLJUpn?64;jX#)^Kf6Orm=HsAaz8rz0gqQ^rI8$#a=?hTv>obYtoyPRFNLCb_? z94u*5!i(2uvw7G+QL>qG1}sH+PM#MR`4xVJnWw5$m0YAwW9sM7$id)E!LLV$!R>Pr zVSCW)5BdZ4n29veWAq>k(%L#mYn-18uzoT?1t<^YT2pE%C6mkuMY`5_uL}ELc)UpF z$qe@vUdpnY_74p!e8cWDL&xC|NxX_sU=0)vWRa|si_|d(H_DfX# zj(Si(l=FLYCJ+i=rsNTSqBzz|F8I9}qkeNZr|v zDzm z*O)3*!RRVoq6?V%*~aqNJS-p}?0OqN{3N1zP-!L}XEM?vAuS0re7TgwH??K)2Ftm3 z36G7$>=9EKu4!MJYqx8+{h+ngdd$*3-Ieg+GZz>>x4!%%f`5b>WyY8Zf*oTg*(uH} z4W>G<*{Agr&-t?cLZCtfN`YE%CO8`|#*}CZ+UBOt;Od>I|G}s^H0tjq0=@p>z?gr+ z*=s(IZFy1sh<>p%C(v=RA+}6PajscCcq8i9n(~6ea)4FS0+$ej>c{Xax9bX7NocsQ zZR+ChT;?{-U0FR;g?5t3hvne9*Ux<30`noQ`Z8oxCkNJUj@RldE!||Bfj;Qk}OJB>)jGx=~ zdP9717aCI!AnI9E=B`zV0cH6v0O{brJ)z!+X3~hj)68GnmRr={UvcSu!+xXR612ER zZQa(ciQ@wY2M>>SO-@W2M@RYxc`u$z6w~EGIhV^M6-CLH>I?P7%2IK;xIA-d`OO8P zQSgBSqfpdmIHdhQ`p}U`UuZBmMg&FzM!(5FW$!n(8e1Pbq#=8GJN~`-3#D4Rnks;W zmrAE{sbZ=i7x;ou5bENRu*A*M6{-SF9x-(gb!tbDNMth9Y6u<=jfFj7Prwi8ThJ04 zrADbizDEk%@zb`NJKi|8n$ID+?YHj4HUbVx)w&4EGyO}PX&^kP$mF^I4+BJ z4%zaadcS_L3z2HG%zU$2(7ucYv}TD^=p+Y4LVy>C{*0?PZQKCmDR6ocp8R6i{`MZQ zgNo{2b*54ChsHBt3G8?UZvlk+KJ_W}H-GhUg(G|SZkq26{spb2`D>Fc0outK?pWot z>yho+nr;_4(~AhD8thQIwWqWQdVrqqMucLWUTRh!)%I%dqg%?_Eqc4|XMBNNW-rOa zCGqLRIpu=#T=DYU@)XX8N*;Km$bz%xt@&2G=Y3oTCmCK$fhAKFmT4@dJK7nK4{sf& zx|ueyjc-ZsD=*DetJ!?EkSiCeO9~EqvyJ&yfKj(UgC7N%MnZq`e-Je^iq^s6P^93` zarI-mO0F@Y0}XY9jGNoL1Sj;aUWb0?6!Yb4&7wJ}AV?gs{5_qy*9fb9z5Tr>dOCUz zbv)V1yYb&$eEaO_)ibNhi}jgQe;Ne7jIlH^JKk&Ro9=V;Ia+KxtUD|_96Q~Zy09^% z|MkWVcj>O)01)RdHg33Er@g0%dNqkok3isLGn-7K6TOwO(saRGu$CNEOuM4S^^#|0 zwqDLTNhb}S}3x>TR2N86595(yN1n%>M{DGz*xFJD9faN1X zvlx>oQIG{5>SH82K_*CrOp$5q$_?n@2P9vmoKI&2A|<34B{mzy|LPmS1i5WL!jHEj z+ACpq(vGeMojZu-LK!aNPPv- zj_86nRfHToAmH3a;89&w$O(!7eepYVl{|Y*d<~13h9jptJCLhZt*BQ&t`2D**J(rQ zP5M8nLtoIT3))S3Z4$gbiK?Hz?hD%FpLE)D>i_63b|7+nhMjHR_$CT1%fUy7<9bhm zcy|o?)GXet-!@A>gnUsK-jSrUTu~wx)ZcdK%3PjLiosX$AHXt!C_sPwlTe*uIJDH? ziD*C4^!oo+fBSjemfXhU`qi#-qR8h-;!PI0dV_8}Y76=eVZYz!^}cfuPp-tNM5%a| zSpOBDOq9~Igj?)y89X}NN^JZ+_$5E|^KKZpK5=^B7;;2Cr(fw4e7u)~?lr8J_N5Qu zWC+qoEJi^qHaM@%HXLjinG#8%!F{A)(x0>{Bg$xUA~7Xl>K*^@O?uY-y~?Zg=VpoL zX3xwn)D~uDD&^vf?RegipUREqM->wcTdao)0aO|jvr?8<8t2{cF&5(iHBB1=>EYu3 z`oVfv&M3_;;km-Xxr^VM<#3K{OwPd33J&bW!N>ZZ>S^g|IdtH$J&*7H*8W=#VH>}> za#?@qDdg%S=(ouAwwi=6Vuq?V{~PM)_Kf*$KAXchIXE?7opuMo74k%ux8w8axx}n6 zBdqbyu#ex4TP7w(M+Sz54jjF22k*jvaQf9VPoKGX?#%hsiz^q`UON580uN_h;+tNf zKK8+9aIZ0FH=XEuoY0QipMUw>GplEbDi6oEp$87Q&z#}F8D!(O4-LE;a|77b`_xDD z<@P^)*IN}H2rfIu1b zQ+hd&E#zy(MWVQnsU`B@DkUq})i3D0+Gk7jS|aqP_{Nb^9}{3;nI(Ua3IfIwAtay3 z0;DLDBCHlhgrFQ0-3ruSo3q9O_CuApI<51>JW;P9>Wc;<;b=G*@c5qFgQtp_Vy=)Y zC`s6RNC0?1P2iNB_5d;*;z>yoB?daADZ#WmZ}8+@Sy#rDvgN0X&LEy10};h7OcVSx zKg~_w@LgPeR{iJ+T~*2o0vlBS23NDXa(ZzBNzBf2_2!FcWG|rWqk-c@;8 zj))c8h33>-N-0@DHcP*cuSbr?#)5}E4-!MhXAhKDkmpeQ@&s*_~H$z=aacy9}$-HP5u?LXV!jeHG#a+SFO?E02x zPqZRk>K$lCM&OYuaPW}!F@}ei88}m*+oih)nlFfzGE-`vL&N5%H)!#W65dhQpuNZ5 z+qZq+E!f5v)fTEH_2fPa$>yC_fb$j7~*dM8p;L2Se~YC{N51 zag*=>3O14|H^tS{g(Or}#2V*>K}C7(H+s>ROJy_JJdw?(^GZIImuupJxX8^?kcTYN zYZ$pkR;8x6d{T+0v5ilm>;bk_=#aVysWaVKJTcloF>W%O%z&yJc^`hc{_6Ux&)0j4 z#M=k?k>>ffpNpjw}n(9`!K+DGAGDWc0DyPpmGA@-N(yVMf5#N|PtU=&)2 zGnRx~4uLC@ie<6f$y_XFaHD};F>A;cbPxeY&=UxHeWp-fTtj2{x4S4Vyfw;2g+!Bj zoi6{O#J*uVX?W*tz2CRoTOLS^5}6Lh%Z9iZ!N7r0K@{jjG#yI?6_4ym*kzMEDNo6! z1g5^+rVn{f57tbQn~>d&L$$1;gY~d(=;Q{4OA)Ra+JkXhIhGaR2@#Q;uk0;9v7~+S z9JVE)TJ-NeTB^y3+3GW=2IaHU%9gjjWL!VF%fu17CAiJRpoWSUW}q;$BzN zB3I;PNfddhQEVWK3r#WgpVhDa#hcVVe}7DU1W|8+oSfP;isX(wkGHoY`_(U?v!%uq z8QDYypzYsx=AiTX*B{V5NS$c|V7Uas$O;N zj`kkv4*5KOgC}^5{bn}m#4lLtPB8!n3rGmWJaOm6L_H~FFfqfVlqU6OI`E;P*+>I} zz{+p4TGJ2rLha423-sg2ExPc10<|oWn@+zaoyx|MK3!2rG-x~YHV?mmzoo0B8>0S` zo9ZqJ(|)M^gZ_^yd$Vpzd!+G(x1is>$UT5)*MSe7=Q4a+B;sp`dM_I7DhV=plq85@ zG8q2OY0;MJgEKQBc(jYah)G_FrCnKf zwm-W!12AyrN~hkWArtpZ93DG3dEC^AO`wmFYbWwN!YXy@O!Jisn>QK4!L9fI_yC|k z&#QaXx35*LX_#XS5B}iD6Nq*YJnXqV^cZT;2`^*e?w!F|@Bj#{O_y3sFJ_l#l6d1# z913fg;uy3E?ceqJN+PxN+)KYB)B$Y|s>QylXKqBaeY&vri4s#33kl-Yjoa?gLE4g* zg1^Jn7G1q`&Ceeeqy5}d=b;SaDvo+IRBG-%=!5@5cl5RhF8 z=2m)AJJXo@S@l-kriXRo%q7FVH(U1tOnNUmQ-+%w)~mv#pEBG%OW%TMpZlWjNhtD! zwqLd8XHZXjXv*1X+C`Z5n2t{MntP{*Y-8BQf2uF(&Bn3up|OFHv8f5`r2WY7!yS|h zUrbymT%KX?#I^6h8$-nfN?{2oP2ec(r#e-PBlqa$#DbU*z%7caJLbv=w0k09j0@3* z9hZ9AVYR5c`rPu%r(e5BER0mm8Bf+zcGc~5XT@C%D0y5;7oeW$I)JApM^&7+bw&(0w%cA)bp|+#_PkJm#QBw# zh5CGL{@hD%{Jh*!JvP%e)3(}kVd%o}<^CUb=PS6BED0+#me92dUE;7bEDa|6(gW$S zv^ix?O%_LIMrSM~57;H%v@gAs#(5f{8j0fD7fgpo_I2$fdUm$#-Fax|!Oj7T)8ZVr z_M5PcM}DNg`dRR7{$XA$iHZnT*54r;+jKMKzuG)NC$ifY@h$5A+W4uyb|g0-TV-o; zbiR9NxMT3(z`?%Ov99T^sRPDGM>spaDlf`2@|=7&d$~&8ifa$*LfSu;g}jtW5KpUr zct}^06c+XxIa*-D??Eb9%0RsxMK{G7Qpf$L@%~ms`yqPl!f&5>>-6~r;!@`e1Fwv~ zJn^>ihsIP1XF%)*A%V@YWmr}CM(n=Cw$dY&;~8_poUqCc`Qm9jnRxo?U;bt#iL=a8k7uyjtgjT|34)_!o`ZpnwQ zFRUysEX^;iTv)%1F(2HbSIz1lG_y|o<&|&f)#uUv)|P#bKR%wvU4kt;S)Hodvq8x( z1!P|mM5^&CC-uRRsLy#~@Kc7gdXO`jPk}{fsZ6dmtH(badf1d0UdB5PBifhHE$X8BfLygTl`M?e*S)LzceHdDn`jBk1Lk1ma^HHxLhOKg-Nplr#P^|c@xfo<`yN3)cmTbXTI(nX2qRaZ zZQ+b|opuntXO)I-FJA|n|BH)CmW#&;669x Js@GK`|crsul8n$bmkSE~wIRRYD z10bi^OXfvPeMp_qYu)O{)$XsLTDSIXc#KoGE~*FK5DDfxEr|Fol9 zHu|m@^dH=*{X%y;xpV@NYD>)7<||>8j9(+_ASgfZbG-EtL|eadr}~G6=>WME>{5`e z@BhiMC$28XZl+h;5wW_+tTk`h_|lb|^v4e%+DY_o3hLJjGt6@HJ6FGiZnr$?*z0-z zF}##6fCQT7|NE@E@BN63@3ic(?sH%ppHUyzeP{;*)qj|J-RJeu_UQi50q-Hgf5_GD z7_bkF^>lZ3pExma+}LhxGqssnH~!n%pDe$1_U*G5&exu}P?WVrzalwbrFIH!=)oi6WUs=Vjj_3l~=PE)`%1T67{aa+is!L}9 zoPoJI7A2|h)}GvN)RtKVX}A$VPsRXkQ180>GyPLHdZsNC<3q&wP;YPR3Eq!?fAzwA zrBbb&T6^||c>&)n-ZUIiKuo%%{=NQGSC+rFEjQjn8zXmH>Bc&E^m|A5AUCMz0Dt1H zO^8S72=z!q81j(%Fj@p4i{3n*0p5&zmv9>DH?P+oRUf{FVxjF^V@m1XRr)4Cz3$aL zNUwGwLa72k&YE^k`v|Ij`!nEYJgS}3O?*r5cdrjtr(`c7d(-yZWPU0$o*Y(2cpJFg zVW@}2V)Ul(EYI;WCMa|w(WFEYA;}Pu9VugWGCP?uri|&1((XBs6!(LARE`~=7!*KIPWF| z5AP7Bd05?xT{Gt7VjRth7{}AH+!R+LvR@8L4#^}=i4)QYU|pY9zjaLz2itKzVfX9! z@m)c6lv+ z3*hbh#UNe*cqmuT%oJ9O7cuo58rAZMFFG9EZwMa@9|?B^JNy%FALesA!;WUtK_UCC ztr2hCb>6B3<$wsS?>Im0rTmnea=wtkvrJk}W|f?fWAfmtQj6f4jn~K;d4YU8{ucE< z{oA=34rm4BB(OHZJp4310)Rsq%|D$zn_ex0>Xh78Yelmt&tc2&oh#utW{2A92lT(T$4>8|{4LOV9G z^yd0cFZ?Spn`%%BvT@>hkowLl9_Wl%!j_z`5dbMZ{=}*N9^`)X zcr7u$)Z@{>KI$67uTEO>+v7O)sJG}>*TwOP1Q_8eD@(3 zf8s1`VLyUi`g2Z{n1<*+)|jgK?mF)43R%2^c3Aqewb@TtPncSUcLTPeJ)~DnztBv& zjSnvC9iw9hdRtnL6RpSFdpbutNADceh+fi;|2+A6>U`>a`fTBB^-OJbesOhi<=l%e z{&-2bhTr0isi{XV<2@aSb|3oMJ7pf(bYa-^*nV;yH@2GxZBw=>^Tfo6al|xfo;F)2 z&Esa?gP*M`Ts?n!fmk}49VG3fmGl83*BIL3V*<^Kn8?$OvX(mqwy83mut~XGu}}s( zaC}iuyWX$Avvhf#cy;aK8u)0dbIbLG#YCfy1sxn9$bRe+egdT6C(!5KElKc`!OljA z@^Xg9*KHlPKKm%)7_|7Qvy@@Y0h5p*U?=9<;rsN>Moq0z&mhdNsKo!H;GyXT2P#)e-^uV)rB zOSzTO>dflwY^_i&RI~N;Yi*{0q6ePCfd{qp!4GGM||~s4#ATm zxVHe<$;ER-JVzGEGNyjNF?t4)f0*-1hNI849znFPp!w<#{+;CoSxN#Z3+InWIB&|h zIm07oJbe*gz~UMuTqE8|pVen|8|{ObCZpQz)Jq2egXVJZ2ISxk_(wE)B6NS$9+?ac z5*i&x{KbDv3#jKc9&-$>-4h! zjn~gVS3g74&y-H(7mG)5&dFK0N#4YmDJx}RJbaJ~i*zEDP}pQFi7DZRIo_Tvb}kot`1i%r4fd)oLYMRjP7TstOgp!q%7>W|m&1 zFHjfgXQ<~2V1qQwl^cF!m(K zK_!@sq+_{Q?qoH-fZ5ULaHJD_S&7JW*ctKy8tVruJ7|fH#>QeGu+s2UX8@?fOf*w( zQhRlkBDGmu+nkTtGOyjN7d9(2xvD)`-7dHV}$3Z<=9y3cxz|p{{DmgeP)~A z=AZVNe6$^ZwfJ)7h5GaLwVBF%c|Kc9loCZg$EN8t2+DazyAIcG)|p8s%=L>C0Q~PM8=pm7AH%SHPf7V)_lrz(IjU8$5zA?ong~dCXR`^Biv#6K=MGU zt=zlVyJ#x;5Q1P& z#!FpH+Z6#P6X(R2J4SaI2-TZ7w zfalLMvMeRoL|lm{0~u%DksqwLEMrjm`ceH@ThQlmSf>d)^m?;STYJY3^s`R<<+=58 zIbF__3#C%AQYht0v*V@l8j7v8(JVcZR=MOT%GGa+8E}hCS!|+rAWDQXg1ML2eE;I*s#+zP;x8 zM#SMemX6RE*fTRXd{B9z*XU&z(SoOp+CwNm)LbXjX5~=1~g>l0ic( z7zu^L;gBn8ikrwjwgt9qUz{%al0Mc)a9+w6Xo?3;1_DhhOhr^=MG+F4O}cEcNqtEb z8~W(RRNL0=Z$W+bO)7zcXw7pCg?oe~Lt7`L)w8u3=vSM{rV5#L2^UD_!}pXK0P!hIg}MMpySI`wEIICe4L@-JtjDjRv-yVm2CV2n`@mbz;_Qux zhTp8)POo;QIE3cl;nM4=$z%^V6i*%-o4*< z-@V_bVvVd7f4_LObgpu?JX5R|s)cf{m^9bB52gp>gYuBzWFlCAWg~0@LxSuo z@Eij+51op_!~c{m+g<3*?;lw|{sRevwdz-qde>Z0FW}E&Eyy zbRFswocKF4=W1hx(ZWP^VtjIZbgVM^-fwVTkmJczS-?5X0T_e%m^M7~io4G2b%R3Dr7d-1|RdPufN7T(HQSv%t;Bdix!A3(oDoop=%2+gOdO2hl8qhsh$_b%fu zbFU|i0k9W!H&oWv;|2b*^!o&{>SRGL1tupZXQxjRlM5%WTzDT_Ms&ej>&YxntyE1p z1`bI6v##oZ^NT4vk#@$Nyr_-)11Q~&io|?=76XFfK-{~A~wH&e$hir#k?Y?&3KKDi! zX4m~a`y=U{1g36RAJ#oa%{M~<6S+uFHT(%R@A33o+XnU%0|$m%&E3}So|e|#*tPT5 zP<_WCM12f>WKLG^LY8-dOxjT83u0O(lvT=Bb(OBBxeW)Dui{HBP{Ip#Uc$mNq}`Z0 zzFgEV#gwhfG2JR9cdeig^#!`DJGvhux*zLaZ`^I%)xFPnK=9*p^R>y`NWNMcuS{dh z&0s4vjDuX5;)wu2vP)ZZqlN3Li`qbm;b7t1Z}?<>Zu}}S64$N_MS!&uU<`xb)1L-O zb7YLGHz@CY^i|Xr_5=e4e_%IzXDaH#PuXkkgg+h-eXN)BaW2+2lPXFAw9^(iO=T{b zU488dz;ISHO;%Rmqdz*Z30ZysJ)qtJfbti?ih_EPRk0wYB;tq4J==BQxsVW{Gy4Hu zB^wvq;^ygsLlZ6D}14Vs1q2m1TsPJD6xr8BR-i2Y`1mwxDo zt*5uWwTWnLI=Fww9?6Seo}H^gSFm#n@4qw6;v5_@q%dtx$FTIkj2=o8kD^bV=hd$w zAALz@iaJ6*L&)p%I(%2wbp-hpK3navUoUGz~$t)aGu06x+jv`iigLKjCIy~r%qMz4_@UNnNNwt6jbVAv_S^W zFKl}SZ`x%u9d2E}jp(1Zj5%w8D&ZdumP2_=dEqEpmGWXj4F4mpq@l^riYXzZweKxs z>i_DM`;|rYex16gY|tyW>y$+jQSShkH+C(p_aBK^eBJIA!r5XwIJA3sx4FsMW$hen z?%6B)@ya+2?r>>}IPt2Oi04yPVz~)$q(^IVMqp_IL^hUZ0e!-kj_7h3o?Gcc4bfiK z&|I!xt-U((A~Bx2E@ng0uw@L}`@g83v0q7_&(39uMxoK)|@@>%zCrlw7cRQ z$CQHBoUkSa%iQ!6Khh>{A4jD#bef&zuMo;MI7hM4lcKc_@7;>1eQ52aJj;WW2n!(q zbJB(T zQsl?uAOM2P3YPi}utc3pe~jog%Et}D4I3XBg{`_zd~8pq?YgIbxO+FU74WbdYAgLE zE1Z=zY+i)k)J^D<=$RvkSQv#v6yHHTu#)dVS1G%$Jq&i~ePMM|Y<+N}cQfJLY~N*S zG&LFsJqQ>D4mY;GZbHhEUK#9U!trO!}P*tIAAB4-PQy`Fdr-?JH6eieLz zhm>a$%BQ6(9C3wzTlkq+594f%hL*xK)cD%<7T#*#ZF}DOyjA_YS=}&SdfE%z?EU$L{V7jSzj4EU2azA^-6Z>Ml}mo zwQXsWo;@HuO82mR>=3~YvL?>PSb38;G(0>o)HBpOG-$Cp&Cd3rom~Jr{&?#0*lcCC zGC5MKPVT{zL%HF~U}bp3JZc}cRed8-5vt_FW(J02FfJknlZIe2EW?UbREi~{@fd7F zO&u$cHL^xcQS%NGcRUbi4)%m?M8p>MLK$r@?Epa2p0wmFS!V`-w6s4JNX{0@ygbU`N$MEql%IVOcQo2sEJrM@jy|75Qvr9nPWZ;ddGM%2YLT&MF`C2@ zfO!@S%7r=t;})|T_Chg+XI^aGtnM%c6)Yx_b@DP%%ff~?Qqv1zT7&`TXzDa+>=B1fm_IE5*XD<%EOBjA?#Bqt#_I5*>=yi9-snH{hUu7TCm zu;HBU^-gFp2FFH)Any}gqFXS=_hc}o_|X^i^;9V#Cj$S8E9Z4%8O^jqQxIdk+;`95 zym~uWj5_tgjTdcGu8cqJ6}*%SbCKS_>WjItjF`g26jP|KzGl%)V9OZxSO1`_os0p$k0ce>Q51x*|Rz;tlx%e!sspyf%iJ z`i@bZYdT3Q86o|25d0Pv7Nhxz)yfgw!qn`<)Y#q;k_)JR^+6rvOUCHwsMm@5EKf;!u(fQQx3KaCbAj%>QP@}*SfJ7impVL)!Y-lo;Tid>h}s4pD!CeuFyKg2?0WIQ)0$@Rp#% z*3rF<=-t+}r~P1iY~)y1}Fx{CCrL)0_Ezv0pq~*fD`AZ|X{E8PaoDLxiz&>#6p=$Pdtx@(X>b zFKrf_0@SW@GcLwX+h{AZVo49BkK~xd^GP8I=O{2rJjU~@qkM!9@5+ModaFgA&=YbcG}GrtHo+{fG~(FUsP@oxlDFsjHuRfrFc4# zPUW)|OdW$*PoVx{?ZmU;KjF$1-AEQ@57&p`3(Tz9TNKb#*f57h>1gU9`I>9Xv$7Qh+lz%nH^h77-DmN}UC09{d9{#S zDH#%s1{EHiWWI%Ts2^O`<)!N~x|-7n`{)cbBJ69|-AbQs%JEfpiXjr}pKnIhFVklZ z*7#H0t1R(v=wRp3*5*Tpo7V39)_P2NTe+kPegtmQ#MTZS9^2a zL~4)@Lbq8WqMi6dvulpwI7XyXBzugD@t6>jJqd$1*_3~xik(;P(?NNc>$q{>8NB;2 z^8F7K6xFiFbu*HdIlQM8Y5KkLg}=NEHGH<7!;OcL#&c*fEpS@Ag$*Wt`spf8??E>1 z(%nK$9x1aKXy7iADKbZnllVQlb+PYLQ|)=K%G60>@_zI-68Vl2*NeWPR>Kak!n8)Yj;7ABO>6#MyV)wjHkduWWj1a77q$oK=2D*zI_A_ z(E-lOV_;bUP^>k990M_P{cCvZZa4`dXOg*ezQEus;^x|s8U4fw+}{%oc+K`M0?-BH zaJSibw54Siw)9C5t4|!67LGFuB(d~2D9=*NN+t+$8(zW>?nWL`zN)N21!hI2667Xk z-HUkJzC$E(R+ozN9}j52R>H%XL{3PM0znGL_y`N9b6vbKhr@mtFNZ0i>xN+zeGKI7 z=ibH}0g&%OXU>hlp-rti2ksPYSUVT!i}-vdTNhzFYB7Q|*wfc_v;#1|({ri#^z7xU z#CvGol(dRY(Ir@gVHbn5Pa)m9n@Qw~E|>WK$+vD8WgbA&0WRp@F%T>a{9 z^xwaveD%N7uj*9mPCW~chgLyit|?(_wnhLWVaFBET3td@6Bk*D7o{KwZ;$FmN*c&# zR;-xVjnjDV0Yq&F82y-Dxk2%$H|Ufv->724 z2zQ1%gW&&AZ)hkq6zuo)_XX4Gmpwyr2i?`JdoUEUyOac~NNmo;2snOhQ@zi7z7of22YKjVRUUA*a z_>o3Ly#bw4K23}Ac?Jy9ONHj_%%;)?LQ&feF)uscxNc z*6kDSG4F_H)OpJGI>15W*Y@ez+vt{KTceK?vBx7DqI<%7eES>+?Faf=j~qSHwX=Qg zVZnj_sD8FGk}hXTnL;+7%j6RIL|!flRepr4vE%FneUf>Jx=f!X=gCF9O3u+24B%6` zm;Wc$P7cx@g7yd=89Zh~ug9?1_zbzwut3$Q1e2g;L6ilFPx7hm3Ld0GQX~~gMRTzN zRv;(oGX^`=t3Dbr1zmwK5eNn%P&sHIb|}^q>n82AoAPUt2e7n?aj|4!wYc=-nW{EK zs?l`T%RjZKO@j4;_2yo(=sORp&p1zXW(A(kF%vZLE=MkZ25|wd8#2T~QRs~o4hFq} zGf(1UC;50`w7x)0F3c`2T=vSi`hfavM7gFLtsozF-NE7nrv9CBN`HD+$`&7zx(Uh1 z*~l;zf=Xmq1kej8mI-A+IEEEy*eD=FP3%C@lW}LQnL+RvNDZVgugL2dI9cVxWd7~(1B_gcck1Ty(N$7Y6CLTB#8fKq=2j95?QSStMsu+h-^-ym& z!USoGWz@ieJi5= zRyROdSdW4A2)=j#3&t--e&6t)KO(8wHFI>0%ZM2%nUP9X*)50Vpd3j=(pXe;BXg4u z^)oS7!0qx9F7IHdJ%*{f&<&jw7hV%)qw(D8r5lv1+jV)iD3m2QMZaHHF2Y${az&wx zGrTa}wO73yLsrcx1-;~-Tdd9`ibS%Is-&ve@{<76JyH>iay~&s6dkg(Uze3d_89Bq zh^Fe???&IGWj-Sni2`hASy_TGY(I1c4|Rol{6{?ez@W z=a&ZboO&~|42^^CED8lN4{r4z5Wrd+bpZWeSGo=}TV8^uBey69<+;DoR|&D(F5s<) zKtBDlaz`s#=Cgc4h`g^kW#`zHy#Om#ykXBINZsn^KsfHyE8CSj)a^R8;iDV%g6qxd z*?cucRFjotDOpNQROY8%*@(xTlf9RlQ+b>LWI$$RCUdMDq0_ig?uqv%`V#{wQ)W10 zPFpke#mYR0cH^1p+B^$X~2)I^WOaE;tvp*0S+NpI4aGVa=q z2Ln!z$!@X_+XwB#jzdH1jhOOdC8W1i9A(#tyX-HA%b{YV6e(fKQ)pno*Xug!Jn9+n zS$!6d)nmo(T>7g1L~Dr$*n%eh{xF)Nb3#Q9{{yak37)>fZ~%+bu=jh@alE?~`9At} zYPuuOa%72`r-*mettx`9`mY6jK<%uuB{3HVJMBSaX+}3*gy{^f55T@C!=3YxqyI*k z*H=5zLyV8}u`b?@adyV(SxtFBI114rE~;t&F@gXvx5$VrSpDHdB<{%c7WzT@=_+8# zjUPGmU?m9|9-CK;J9U#XVDVDm_qZ~xiSu$atJTxN>Un-1?`>4~l56K#Sb{d`E^pN< zk0?g<5uIvOw(FI9!Sj1`-(1q^)z46;n@e1Ro@K5wgd%+OFlvvug8@S@;EvcR^)qqY zraR*|RuU;WB?~em0!~Dw3#+d^rmKyxnkhA*b>SMGJ9}gg zvg+*8A-&`q9~~JfR)}JyR-azL-bF76U4ReV6X30KzX zMvJh8bj3`V@$%b_<6U5VuR$L<&Zw&q^#R?54tNItG(3ZU8lJ%;;5h=t3u*xCkF%$l zD-^gn%SO}`b%#TSa3~y!#KKYEF(>`?3?6kYxT>zWhlqo;N%XT0osAZQ2eBweJ73IK|{(lZQ}FAbKj2=bKx7_tx%qGC{lXUz80P!86m zX)P?lHhjwPlxEdCj4ocSz!6C(S)o}Z(AcVy;?~Q)Un!sDctDa*63h3282Vre?6HX? z5mYc_sZ%$Sk@;hshb2046IY}{;nc*t#6%oQ0z(TT5cd4^eY1G5H`pH>2o88UZH@Lu zSC@CtJM8MQb=kU{y-t(cWa$~~z!WL1KhZKSBtdFF2NKIBl?2)I&JnRFX)WqE0WhVM zbjjE;&XrjELwvtx{1H$bD6E##AfZBN{`6I7!>A(46X<9ea3782z)1x1-f3J=zmD9j z-lm)W=Q0bwEc63pVDflo7WeJ)w}$$IgCIr?`Ud^OK9k>UY3tr8d-3|I(qtNh*4$+A z6sFv(2GnB!k=(9i^o|JENV*scH$(_SoRxF(Zow{F``bWZv|D?7`+Ix(y89$2K3S|4 zO1V;Qd~Ei3r4KI*jt$QZ&zWakQ=#e5x$u<;7Jh9yDm6&4^0C<%_GeVgQ8dR%0wM7w zVOoeLakbZ~-WGaRSj+DbyW}ppKLNwHDQf~5E?$JVX%3<{u{i#D$ev&)E5dW|r4Sfwdx54NHFb}sTd=@E`Yb&~PB)`5)rV zyTBd(Evodykn3a}l32s$3!MOgf9cQ4BWR=vz6}MEHA}Pnn!pFhobpL6?ZPn=u>1@= zFC0FESpI|pBm~>muA3S1`|5aq6QX|aU(vGG@E!ZOo$awYe+#)CxedLAKGRs>d8)#k zVu>p#seVHJ3VAzq`p_7k2QZM3s3esmv0vW@_%MC8slsKMBt^u@EL9@wB!25Ny06hE zn`eY6woVZ>61fkA6lJ}#1WgMc){$RB)JIfI|6Ape`*f@R=Zn|AqTjs^`RJ3V`V{@@ z_NrVFN;CoGjpnIqPm?%Bt^kRE=uBe&`-P9%^{i95A@`5P%N63K@S`Yqk;Rh;zYuWjI;IS-B=Ia~XtnPfRY9 z>&bkwSX(^#i%}k5A+8uC#v@m60UAXj~&D$ld-R>Wud?3OuN&zqGil7 z>KyUqeMNsRkS&z*g?yn*YXX&U6etXxC{E$7KA+XnZEPWoE!#GI|6$pQ|KxHeF;~Cx zB2n1GThra;CZgP2IGQnMhI8hexwWIKzt7rdJuX*HL4a@u;yITaP|LFC3~!ES;nPWZ!eZZaZ>x(*Z(qzjx~G z3va$mDBnV#dhl?Hc@jCKd!+wS%OmcWHsG^`oP4J6lW~Gnzlpd)eqYSsi@GT%eP0fb zIOiPMU>u-!g7Y)b_AWsBN#8VI=Ho(w6Gc|USdosWRx8_d%A@ZEGV1rXA+x%izO#^Dzvin|yjCL(rpR0^z z3h82TeDrvp!v(Di2MQc{`Aw&B-#|1NbZIRg0NL4h16SMd zjwOPCe>|;IZao{!sfG?xS&b;4L>)u+0eim$(%H=H$%S*-4LI%PhZ60HcDYY7%T~!M zI+}L1v>fSf>u&7a)dn``A6_cRg=8*G+QAvTK}B!Oh-D6$CG3H*%+C| zd-xu)FWwgi7_87!XqnoxIR7#(r=$#^z4>@CK9a1)D~VEtg>glzlYr~YJoOUpY4wAz zW^X6#9sPUTUKpCeeF=BPK4qWw)B?poF<1x{eyMx{FVQLL81IycXU}=Nq9LEz)&YK{ z?_k@OgNyi)y-j3H`ARW){X9>b+c7*e k8ZdY&8{j(BM+GCp1#&w&O-IwwGdyt#a z+5av{uyS*q?D_b$fb6wsVw)x+Wb*a6JFrdYBh1(A^RktBMQIn5FZz-+>bydN}C*zpR! zb1R}=L|;)J(Tg_T&e?ezXR&znTJ+7ZUEiDdgMut7kGdrB`91)f-4Y>hZ0yY z*;IO{jww-2|APAHk=va|9bH~i0D7$i{n21-kUY$U9C#^|4JLz$knH0<80(|lj@6Es zE9x?Mo{qVXdC34&uJdz&lr0fRf=ep`FaXE^r`eJu!Wlz26CMdqMnY^}4^9#xvoQ|_up^T|plmq&i!IA!Sf2vQk&|Vr`K{^t5Nu-bxQfwT`E(@f< zuZ9YnAwJBT6P?-iTu)*^z?A3JZ|mpV5q@+WD(0km;Yx?Dm`(`VAsK8S^KKGCj5na9Yb!XFGzR;mOx+N z_&U6n5ZEdCwKVZs_CjJoj;8TPJ&*Vv_7`jT@0Cx}^vs3#{zOzLgu5=<6k&b*`j>Hc zXT%rs_?<++<>()3-4fXn*%}!;f&ZIwi=4?+N>jur>{fxjTqHcYWgoeShx&rUK}W#h z?zbGVw7dHKPQTM_u@5)~T@HW18}NjjVN6(lOn>r;YO0V>J~5~4euIeX)OB5m<(BQ9 zKtmvEj}3u6^dCzv>QywR-pI_gB0_1DnQHh@U9bKv`fYj!9@dUSF~k46Ztd!cZ+vgp zI^<@6v9elA2&IYL`@{{e;oHG2yG>aGyD*`lH4UwPeYD}8Q4YYcXFeL%hi=bO1)-cI z{;14;Q#a0)rF05v8T9E&x$EUZ62eBqx>H^I5tTz9I?LXNTvqq%Nu>u-X4M`*2+Y@# z`tWef8?<|e2=9=+bGUK%;Gy;F9*leNky3qX{!C2$KHd~-jkOtK?UBy#(XcUS3>f`J zU$3X%GvMg4bR|4^b-XfFoGl$s9p@H=1we+1*oW#ZXy_gRMxX26Yh3v6apkMZCv>E` z9vO%^qObxQ355V3J#y?RCT7P^21fz__xJ^uXsHP~Nd&=zi_>w8j+3d(>ZP=>64MNpW&k-~t;vP68_(jc;JbekP2>`}WOj_#JPWnD zIP2js6<62mFa8)&K8IRbZS9T@>^o?``cplv+>ZQFy&b(vd0Zb;^x(N3J@+N}O!)*r z)p`T~YxtAfSN?rFa&al7pKC$HLXjyp%%R~!QDeyHH4=WKv&YtF>l^Ox>z7^lyBANM zNzJF{r732VuF)kLP}{rEXkYNDaC6v0L_J}DI1&o`B2I91j&K`OARJA2@;)IbhPVLh z=X{KZaaNf;li(6eT#!L@6_RY0&C(Te3?s+Mak@5Az%|za3Znub{}}enAKs0qZK(Q* z<)7_fUsTuG%v-rvz6MM%R$67~QXAhq| ze7a?^<#JOhm5`E5oGnnb7@x)4`f%z<`N%~3gt0bQ9vm?j965W=RPCRc;#YL) zDQu-tMop=g^~^S^FV+!mB0`6Pt^N*whsWsZarF##b{_6Je5h?lr|7~jPh6Ziw{ZT% z|Y%|)7Yw40QX{@mkZ}|Co;r|%-N9_C+9SHqN!29g8_hOckK!IhHR~U zL~GyPzKuQD)g@A2WeZ%2kGzB{KhWiq(7hNI5wug(N2hT5LFm@Av_?Iwzh&QZ#vXT% zYdGKxJEQ&KBjKqR@KcEr{|jFEsz9h;*SVs;P{TS`8dh?oJk6$g#rRLH=^u}|1~33u88e!IKRM)cVRoCB`MLXU zi`lceg*@?Ad(HmJ@CSVao1+9?ka!|4DhXLv!Ig!m_Op20()iExZ@MJvMAJo;m&tj{NuhU;z zmn|P(D3;O*i6IzKptPR0C>Q0!Nl(dCG}jzco+;18z}rzQ{Pu}hs^PWhuPEh{9G%8V z9;&hlQdX$)u{hoqJP_Iv+7fP#4#e({;@^)v9NW$u6^WzbfMk&^l2-_GSd`Ut-%jdA zbI8g>{YqGQ;cRC!@;LefYOEESx3jf|AF7L}J?4!96dJMlx&g{F`8;8F$Q5z~vEP80 zQtinN$R^3eo7f?Ch;~64czD*2MKq@}SgRE|5kN>*VgY~!_!0UW1N7;QyAn=tk=&wN z8c4MjG3EEmYxGZ}cTuC@k5?*erQvlnus71EmJN*9G%KDLU=4RxZ>bG>HqOYV8XmSnpCxWzxd8CHZ>UQJ> z^Z{zTt-vF+kfo{(3+N@)3UZwlQNE>G(N#<9XZ5kn!&X%{u+6i<^R$OJ@#J`VEcKsr z%DStBdS&S*eYTn(FU^#u3zLOEKkDl=~Mty#hvx{&ZwX_Z& z96V_2_PE?GyT|0OKZ67KBxcwQdrEpQv-2_B)HU2|8Xg|BJK+GQJLCw>JdKxRhOCN< zDPl2oA$2JkPU6o6p7uW;m^)pc8yO#&c(#QlLHBiLqA@RlJz1e=8kVA{@G*1*neO=?;ak?L-vwy6 zthB+KpjEFlG`6B@ZAQOF*P0Qj0yXy3?LX7=&L2%*7^|0vdingqn^)&-6L#p@lLZ?I z@ON{mx73$(zyc3X3M@cm@mL-!1oF;;!I?Ma4rC5wkIHZ&#L8OO^8ftcc8ViwPSDFrdDj# zWl^6?k7OpY6S>*^$->FviQIfTl)&3u2c6q(nDUbHIo*`8z~>lERX#_S8kY86S3T7j zF1r@w`|XJOZL~UBo2=FIl$Kzix&$nVZJooF`_T-=C!A|uxU_d=9=;|3_z;N`kvO!T za7n$Xmb}l4=LQmH&dIv?LB12a3spZ)O|<3#Qb|Drup&9y0G4!UIO+-7d;oe50wf9H zSGG>Gq!1N|m=u&e33sA9zjrj?!N+?ty-YtdKwBvfrapi^`!0Yby~;2;nz=ruq{+@0 z?my0a6HyzV(LF%V9w`VT%y^8LSAT?hBK`iuo)%A^A0T<Ob@k)7i zJTse~l}4Eyontag8vC*OG-^HOq5_5h=M}sL$z2b<5_>m#h8YpdVm2vf8J=Qe(C38l z03;cZLdg&mnapC*{IODXwVMjId7g}VBA$qsh`j|u>6frXi< zlwPg;;73h5o|Ks+n*afarNb9+WrJ=ce_j2|&2Ku{(}aMq_ClTc2JG;TY{;@Q$YBJy zRBVFB>I=H4HD(3$e-K}q!Hc5bp`%9wIS|2yT)dv)rY3a01j zC1Ejwg+`w;M)JpaVKo;_yNU)^`MYE4cV|Y&Dz(yBX*5%eC*@RJlo>3~Nz5@#49Uko zbxE^|*@>#Fn3H=mqNamEr!!=_LHRyvZugjmI@=Bq?FZUh+q*lAoqb({T|+&V0SC5f ze3M@G)h9;B%2ndUw>UwPlPMz4YN&6e<+3CP z4uD=jbK@x}`gsRroh#%YT)yXD!w>F+XD5X!FEUarNyI}*FEqXDF727{`|(N}8vt~} zMzA)vhi}2uZ=$!|$b1+1nlAdCJf}%(=6Gr6;gll&}yoS9)} zsA+1H%#pcc88U^PTy~)`%P|M#$GohM_ZWE3NN^!`F*-@7`LvJ_1yKUXjpAUFA1PQR z+(!qbUM=!wX_=um7Z)au>g-)`Pz++*C+)6p~BYaX&%-Bzc| z7YJch!yK0#&HT)|SROk+M`P&J9yQj<1?d-Ak4i5~0xYgE$Ej>7{ z|KX0QIb?}I;R3ksq5SMy_>K*TT18_@1W`QO(K1sMbE(izaAmWuQv7&MNjp>Db^K@} zqFR)lOFA^pt-J*TcIyw}jF8Hs&&;vvXUUH~g}khI^#B&Spk8ZL;q~X&O^wCnYW75# zP*3TcF<&HPh=2v^2agu^$pqMrbzdPMh2=1aXnu_K)Bcq~XEIQSS_ttph+CvY$z+^N zV#>eil&}3$Kvsz@i1M&5A=&K4XYJ6WJWu8`&Rf47LUi10vVu z>arP4y{4YNuFf`0iC();&nmYe%For?P&K~%_j+ZWl2O;e%zL|jrU{Y9CfT`$YjLfk zcg0^)ov4PwLn7%1z3@>quC){gZk#{0aQmXOQLpQOEVX>%EaHqvywn zbG0*LCu=h-E|O4*5TmuRuqQ8h%^{!1X|)m->#%viJTTmE?X&jTJ4}s(*iu|Mtmi{H z_qb);GB#Wrstx7LvQ4&eJ}Me_$q`t#<0Lvk$B)So5sQc+O^ei+-C5pI-kIB#!dCs+ zrtb^&h5Mps9>T|q*~AY=6?C3ZZaOZ|+6Y59+2q;d-s~U%A^NTk)@oM_0E682m+?Kj zk=@GLbBEB1ke5>N;0L(!ZK&TW^3YX?ggr8b&Br_UL*2}0=h?3z>i2ZPZ;P}<%M2j{ zge5Xq?R_1&{KR+7i1M1Qn7pn!M{BY8=_&)(u;NpUdi7bQM|l=ibRPxuukWtSBTM(f z2%{ko&EfvFy#Q-mRwRWx4Az{i^{ff7XrpONhrud+URO*b(7X)J6hoe}`D6#UlM$tP z>5Csb8`2TZ&#!w0-?IY>$8DV9)n}3A4|OjoNxfoMIMuFOrQEfY)L+oK$Y5vG5wZuY zgdYTa2>-qAP!J0Rqru>6!1aPm5DRibB+-xnfKn7i*i-{)EZEr?fI^bAnwdhbJ%*av z%tlLJ(ud25WHOV?03Ht=T2f3N5UPBfVj8roPH9)21*Eg_5H#J(7s?~miR$>+urnu$Wor3cQt+X6!^&pe@inpn<%bhn;zUY5^Eb22d}&!uMbv-w(~P{L*?n~8hV`Ogek8$iAII6WC#hqxHAds9A3#S zm{LazSpB2N^l>K5vXso_00(~sQThQsB*B-}g`bni1e+0v3=i%U8GavEo`bMl(-OMA zF*j@Q^+t26W7r!Z!23nLBxbYHtZ7ZyHRCGy_z1y+pvJZ7@y!1yizb8!9d&~Ias9Ro~&nPGxM4G>eZQFVruDa{gkoP51kK1EAQYOtQ-DeHvDme1rHCZU^xfY80Cl@ zkPQLZl0KR{nlomMDJ=Za+j_>i7@wEMMPgi>PJp-0Oclq=<0Iu-W-2=sALmB+QLe_1 zV`((AEq;Wz@YYmcv8~)*J38Gn-E+KWp(mG1%CH5q#7r?*T(=|9lr$!d>GopF*x|A6 zNz-xDtbN8)$ChsTE7l$4UI1Wx2eJtjmEn=X$A>psxOm}Idn5Ez6aE`v$UHr57|Cda z>@R$GmTp8MvBAgzLv(+v_2}wb(I@Ch02xc8?0CafH1v%~W7HV65>ac^7PVvQL#TQK zbK)QpuTF9EP=(Il6lnK$I*f$lsI}KL1gJ=VV}E1sQ@!6XV%P4vcAMU-Mj&|Qf5E&+ z)vy{_B};}?(_?zcQ%EgNkK`)3a-Jv`W~VP)!~h=%s3>4bOoAm6oXqkpc18K{5nW11 z@Gw3?jTG4W#?t;j;>wH`w*^*<+pq$==|tNBnCBeqxnCel(<_M_UZVi_!mIfHoyhV- zXlguFPfcMUe)1n5RDe7WE+GuYDKs^cnn}(mpGy5p{Ac307w4kPG1&7F<$}_|_wXTC zpU3Dk`nI^gW4qt}gnP4pqwfj-eSX@3UsxdN$u(2-PdMe%lJg)Q4FoK1Bc>9l`W5En zp^79jWonKjlux71qfUSqG4&9tV$A7-6$#;zWqPVXc@P~qXzp?hJIvO>;ojkX)1bv{ zF*hE5b~C2@;s^RaD<9sfQ$JL`sQ-iV;axiAGdHRq{zmx_U3KcDKJJ@8J$-8IBr$es z?DY6qO#Np#Z(9+HQb8ty3W_NIr>mKA7TGD;L41KO6aPlmUUBow_Y)ljKj&K2S z&+E8x&==@&?Xwc!Y_|rQJ zl~$dyb_US|S2Q)Q0Q=Zk{P1%dUC5FHEEjkds(nIOB!8%e3+mm-@;y4WM>(kX`DKUT zVS)q`Wc*7L4d!<(;~)*l&I;p$^L{l;Z9i7_M|yA zl*DL7hAGCX85_7b7l?0gCN8RDDAsh)ty)l1mkZhyc=x)kHM{W2y z--JIINCzap;D+v8u(Ja8P8qJ|>RCFCf%gLJ^xD(PLr}4Wfg^NmfP4H6eD5aYqZ?55 zb{bK>uHL8T)XzfEuYih_=z>^C5WiNMbg?H#_>!1Q5TOqdWms3p@PFyL284U#JTzC` zfCki4dZnlw0*%0)$PBxZc@KW7bY}E?{d|34Zu<1}$?9aLgsHvY3f&?A zd>E&RBrU+^Gm@n_I-uxqMK0$l0dK50iZjgu<13ej=Wp>qH;$wTHwIOPKJJkD?PeOj#-(b zU+MJRI)@tp-1;NBaa`k5-MYZ-qijJ)#)%WkJ?a-#x9(mBQJz$8(<^@mUidqma@URO zJ<4kEos}kawO+jgJih}~XKw`0{ti4_b^bQ}TT`!0EzX>uIWapqTR%Rxc=B~jeG!D1 zHC3S`Wo07pCq(&WT$kO;52SlaokXd#+*=u{4Aq9GhNgyU*0M_|;Lt2u=4GM8%*3#a zu8C`snvzYagCqOq_RSjW&YE-7TL=RF_}?fzM*dh){XKl=3yAsxI`{I-%QKg&BCbiB z&@0L&kImr0u4uqN=x8AvE#5xZiQ%_-%-9wst^7(u+<U+es5qxgjU8LspK9ei0C_-$zxW%ali5nVoES+~Q*(VdA4<8( zma;kJWl5G~I6#!-V{#b!y9<8a$9p+9@8<2ISyn#r4qidwKnzrB3GtqI#|*B#a@}_Z zP8Iuw^;hwon-TRbbYz-gj{&|wK#O>v=#%W?usAH31q&ba;ns zZ-A&qu;o=BE$9ne`TE?8OWCa(YPIz^%pMQn_BaBz$mAxxB#w*6rFr?i)PLr)t$4hR z^)Vq9+A={YVFB#6SR$5)fNvg59T{Ca?+f5rYsxH}RB;eLb%Etl`Es3D`jpy*4n>?n z?c6!)Zg97=(xx?G$0_@WTksMBi1Z*8_$WUWSV)Y<xv1eF$ho6HQxAO9p|1z)YUqd$7OOFuI?Q@i74yPkTv3VbPwz&)LrPq z3;ZnztN;`Q{kg|#rHS%PnV6~kMpvNSz12o2 zu5ap3w`63JgczG3lLARLEdBcbgHhm*t$zpK_B`x7dQ$PizowZ&gHIuEyo&GIh^T+7 zJgnTh6|J&)DVYo_H{!~iPIH-tQ-FXedIZDvneKy#`Ud*UDOUXwqLy?ab=A0(7iAGd zFI;_Cy+`*HRc}G$Vg)9o9>3yq^I7{0$JjhXg=|=R*)vo`tT%sAF@sTvF>qtsx{3gSP5KUDFG|| zZRq|dcW&Cef6Knjhc>lhqI$D_>IlFd0C*6jm?p~&%3JCh)EfyL8bDqknt8?y| z>B*x}4whtF#t|C>hKn)Fhj-a!xy!PFYTX*|{m$u;x!)h3>nFM0l4qu?&UxSGdC&Vk zPo$lFLJC=lD~^gw@hBd_OM5ZKOSxTjWhpH}{|-^CwNKMZtWJBZ`cVUTn)C;qeGmVL zXxxM7u~jrJBVx_d8VVLtMlW;yoFXUXoJ7j`440};$>2V~pul^?-PedC?TG#l=+o3v zM_NQEnWB@MsiXv!iMD{=ch{~W|2Wd4|CeFY(l_yi4n&A0*=+sIpMoq`n_dXpX;3loa^6c(x|>to?1x0J2moghFv5 zh(n%Q>uE&RPoNK85OgD=&w@<#cPgC|Dk}M!)~RpT!-lUiE6r&MfX);H7LrZhsaH|$ z%hhk-V3Bs}4;l1MIIp$^yxwAXNq^@5@9j-j6kPILI=g(Tyg-(h3Jck}>_WUCCB&qZ zQnHx-2k?Er4du0 zKM_cn;{Ea7c)!{o#r{d_x@CL-x0FlSf0Z~2l_{P<7eSP~pkgI>ECz!%R9xKgL!y7I zW$fU@!SO@pM*G7PL@?ructVt&cv*Nm_S+n$KVi`KMUFBHCjrx91ez3Nii&R5Fw`>` za=C`hEu^JoeS;)z$7#YwEi1tTA zE`H0_g{pZKVx8}Q9lvU;I7Fx9;5@Xi*2C{Eb6FuSB_vsda@`D1i5SIG(PZ7tF<9{0 zkmm(4)5#eho8$D4An)H{u!r11s59gWTPO?N!S9!`O}}l%XVY;pEf!?5C@#e=r7k9y zV?{ZXAarEtaZ8`S&)*t20uu8hH+%3vZ^+^vw6>DwR#V$}`*^#3+#jl4VShLPuC*tL zgsRAw6Ypioz4vuASWOm_!wG%5odJ93)Z@frawb~hL398-eg^!S6~Zy%e&6@~PlW#E zKi>W4H{Q+FRO~?N#A;Ib#+_F^V`0C~?wlZ<Yio8??J8YEt{7oxLr+Cpz2PI%N+romPc>W`2%bm@5<#iCAKG@!a(i2V2cH zfDq^5F@0Bc1TTVMo=P#P`oBkq9}M}tW43m(3EfT4cgNW%i%<+drPQa};YQegu7`tVe|O#!18hQaLlJAnLD}b&tSAezAVMud zL1xrso%Xh7HYohY$PU=9()Js~@x6%t5fE+*DX6y?p~%{ho$={&eaDao(8Rg)<=k~l zTSfn`KfF(P>UH7(2#{M)u_zVfd{!nvsD&j{=oiU6c$Nr`hwULp$VCQS?g3j9rhg2* zuKx#qL;EK3Z#salf30Kq*#oLIYL+HQc|tTp&27d`xxnQGnHEmpM}&|J@*Sqc_*lG- ziu=>9g0pb=%zZCmo655<$n91@@ZuaD-StW*7vwsnfX& z#f!yLiFtm3A*N}D3yCg;eEesJTafjCLN{e2Aa$&+E-aSk$a3ZMi_g7>=`2`PduPNX z_=qG+35>)Bw6DS`>w+WYl08wk;#BNWhwKnsm`f1+Ts;GiQ+a`76e>X_LePmOYE!_& zl)98A6?}aEjdP1{&57{PjM2Yr*aZNfD#kcK z)wK_!mLuK?d;dfmIng@VVd^z?_cga3#9qDm1w7Ll9jZ}oD{W$%2+GEI!AA_l`D{9u zp2|dOyXf4;=hG_c?+Lz|VjS1`;5fmP~OmzI9*N0RY zLp~Oh;4H3(A-}mSK(T^GgZ|tu0lj%_Q2Kudhz0G7hjuwR$h*-h%;Ok z)2^c7BayMtV4#N#^aQ$m9lj3FxYL7qowlH*-af(bgPRBVA%2JpyNJtUGmfMi>?qy~ z0G=1~MBHJQahaJBvr0}$rod(|C~M;L(hK5i;?HtP0@h1wPO4r2lFoO7-L-^rmjOmq znLL?|LK`md=Mfg-((f-4+QK0;3yVMTz3X1Zi6T zhQWJBp3g}cg*>m}2I@Fvow9~)q%AZS8Zhbw^eOs6a~7;E05>Q>prragYOT0-vbse- zY1pKFvP$6Bj!c&%xsa@poB7;KR-7QBZBQJHjgV}ZrvY(h!E;hM=tI6?0iQDZl1;PU zJ?(Q7*~z#~aEor}D0+Bc|KP3xOdB!$wD4N`1$8#Op@&J=^j)RKYsAoSAYgS5Sjj|zmDi%Lrf88*k=s;!og4&UcoSS`F^~{NOl{7`ZuNp@F^tnwW{=eLs^bP z215&+EChZ}Xtbf2g?Ab1Db+?Oo<7xi6j=|W`kS|DU($y4FB!B4Z_|ghPie#G5B2jn zc++z0O$&I_g6a=e@5jSkk%{0)V2}(9dWKx1&SCTL=AdKx2BT|AitBBbMKwfK7GR*BlIsdBU-aY!qyg8M*w`tEA6{M zG#^AdwI|MXp+zn$CDq_dgmyo;f3VaCAwx|FWX}q$DSipvxhmX^=wCDVzmNh1G8ZHB zudF|4_|6cborj|xa9y%Bk6_055ZLu7WRD}h5&tj%fOl0HTx-|9qqiHh8%OYok?!te zEyr7)JbK?D&PlvD9TyhT&sInlz}kll!O!PFtWPTBPqY*F8A?J3lRJGc#E`skqGpJoq zwH-HSEhX!Wb;gqp!d`hf7-c0w+krZ|-J?TICw7pVvi}c$stu761#Z4x`j2P$VpLm%#2-xE5DD?}FQy|v+z&da1!j1TI>a!9ljqp~= zNBaOLs7?5B5vX7)L49_3tgcQeAtk7IL2ARCN=NbO6|avd4`zqr!%uj>=lg~)n#Qhm7Q;8d%S2yO{br3UZ;@@S$cB^j9!r^GNH5YBnoNbFkws)5oTz^`o2m$O;$ zX*2O$GM@rhGN1Iy#P{2ejEs9GJblhq2lg}V8t(U$I}&4@mt?&x0O?RglCy&h|7CNBrO!4(T8AeFMtWp7Q7)f5 z_40L0|AhWMeAZsHrcG(HY8O1Shll_N(9T9b7!Pc8Br!B z8)xOlg#i)URH%L#U+s-6EEA>EH2D&b=(@oXaRuGRu-EH$d0yB~BxhMMo`qa`F;i5N zv1B@%FS$hGMC*~3Lnp8eeJ2=fAw7hlwV`tII5MoQ;CXY(qJRe`TP3Sx;cWnMf;+H* zWMS7CSPJ51N#dhaoQ?jsE!;J?p?TJ6*g8nf?|BazH zZmI-~vw+HY;jlR^J;Mh&$pf9uL%n89`=%kM-f{@s7!}y0*`f31pm*3i>K?K8Otww5 znEPyF)-k8k8}f#|5l>`k2O!I3B`ak3k}xmr)RDGbW~bF|@=bOOID+zKrQC1TCZ)OROh7CggB%vF- zzBvB4539ae{RlqLJwDXi*V0Y4bajuwKBb7W0E zoF1O7nfaU_eQ_w7BEZ@dqI{H3u|*2xjQvuBdL(f)(Om3UoIhP!OqEj8N|F~?QC3s{ z=ZITYsjzc~dHfpDdKjP*bmiS#l%sDsIYKS?hv$jFaLC~saGoF?&DN%xxcH&gJy92N z@!5sb=}LMoQC4$vdkDdr?OtlYZeQPlYl9l44;t(@KZW=2={nGMK65g2fTuV5zHj;D z>es4nJaj118|n&lkiicBG2b(teZ-3gXI2pHZ8Y)-(i&OBM{@%d2f7D}lc42 z*f^xyaC_WyngEMp54x=VVH!rX+SEqPAEfa#(E*lA5Z%cvpFpD7B(K(MCbV8CVvN0%6#=25n>4DgUj3w3$xXq9Z=Yz?h7$W7M;1|4@;9=|&b&iNFWHE*;A#1=M zm<-tfl63RVs6A>|{NN5#&~lIEm{_EMMG8|YRpbWGSP~I7fNCDNAbSIjMTjsIqW0IrL@kiMRO zE`KUhiWL&&#B^$HaBebZ&pT%=%cf;h#!XQe2sIqL85$LVPXTpkS%_z48WX`1R5r&9 zJEG6TkEMEqmFdAx)kUfz}dZSG%nyk}4ZGb}c8$J>>*YTZK z`dShFQFO<7W;Znv=?NbvBTc?mcc-(%+&?@zGCDFbYQ{EctyLK>r*CmW=$aN_zHx!z z^qo-5+@~Lz6N+*gif0*-z|9f-)bV@|KfzCMX2!}|83*i20GMziO>^~9L}DaKlz5R9 zIgyqqnOQJZ+NRs5d-6jmOf%n(S2_`4rod$CHSzt2QBMFYA*07PKGnr_aYLMm3pj`? zlNE>Tll{Dph1DltO*+O;1?I(~l8UEea+DDIcwAp5*}*gbq6T(F&bc;%V}&>Ob6RnBnts zO7&|b0qtPY2yA<1>LRs@{A14&-3^HTNA&93f|Q<}y+T&M^A~S6sQ>inFNl3lA@3hY ze*>~t)vMjP?lrum{R!8;qCKF0#V~rC{zd%(?TZHRU%$Y?tNQ@eyP@9)|LVQquWl-w z$9aqPH>>}=^41cmZvoNyjta<1s!Cq35)T=cm7)>@Kigjs+8#q8S5rxboiI==Z`*ld z0C120g=qR&DX|cpn+>S8O%1LJK@dXCkdI z8!doxSPBTnfanHj(<)nFjYzRbb`kqe?Hh*La@tH$@S#5SCei#1a#VX5UCbkJK6eVl zc|YUezjKOUbOWN-KVa<;QPTm)!6=S;g&*;rHo;VjF{ zQFMZ6WSixVR7YYk0U}Y%lCY<2Nqg2-#I$EWSc&k5rnmmMHZL%M@~5C78>ShLq6sD| z7GwT@CMfOheBzd-U`_tlczg}o9iByZorY&MIu35=Clxx%syrDLYK@Auu01UOM?>ft z#1}RNdX4%Rx{aQ1hlS-d_&R9?d}eJs>K$?Sjdh%CBRgBZ->PFRm^N0uAOEvR98%BdqmAQQTw zE5mKbc69q?ssYhxtJ%5`I))OskzhH6=_*s7G}5{ru{V< zX+S*T;ZTb)bRswybO!7`Hxv}H1tvn{;c;q$J0=qW>qXm)C*|7Ewgvq3Y-}bK&&G4| zv@jn1r(DO!j&?MX9f$k7 zh9^cRN6cduu%@a;Jgz;B{3{yPKZHcQQ^QSl-_$yA_FoW{T4i1_{tFt?4H0*wH++E9 z4rx|=-=&(c>`f3>A5)py8H~ipf+7X9j}bQyXtx>0?iu^m*j}vsYR(M6}c2xu`+Cy#I$?S z$ODmq@L+J53=VqDF1O2lXzDHnvl_10DlW+*dwEzefpYSmypWYr;EF}%gd7txOpz(l zC8~^-r(UN1V5GHo7t8D|5BFN%?+-2#P_*SObPv7Qg@}bbcuc?159?n+4^kEIV;2fc zq5cnO_%8ngaLhq#`V9XoDoV{!&yw0#^e0gLcI`M$Ylji-D`-$Zj8yk)6yDvUZ;fod z!0Vfl^-Bh?-kBE)auHVJHzPN{uI)8EsXrd_*m{Qck;~mP{h86saJ*mc5c{S8Q}m5m z?86~X#2fK~l;6)Cl0#17lDTXbyaKF4dcXxT^d)5}k;`TC(E?SXOW|pM#a}U3`sc9z zO8eZgdF>0Dk64aD-*korX%#vg01Wb#>U%h+-vJNh{QAK(3(`A7@-%$PK@B0QMNKex zw}gg$-L4kW)iT*S)IQXHsA0=4!9!dspDNFl=1QevCYLG13vx**%HUaDZ6Z`S!#SQF zQ_Z47v`c1XEILGZSS}#e^AWHrYaRHpSREA$#Gq;KaIR&xrE+BUz>NA+f|BSWw}xq@ z^&Hw0G6g=c$Qhwp_`T7PgZQ5VX@ATsLdY(f#o=isE5~G2lx04O@iLPs*Hy0@mS*8o zg@t4gmO%o379t24jcWIna5s0oXiVC@DGIcY3-Q)IYR(WMZzwvh@HYHo0T%vn<&ea zjRKqEv`3C80mVZqUeU+ENfkF|pNVIq3W&G@0F4*}zG|$l`XIn_@LSh3N}x|Q*b9TL zP_b9rt)Id5W7?;*W2k{`KkH(1*$~BDtU~PIfWAiK?J{KDQZ!jQNQ9>f{92joR7>!)-VU^xgUvy z?SrAs!9l;t3*vW2@JZ?+ss&^QEWm}OSlz!H-dp?isb8+lga{$RPSwu4xqx)+4dPf+ zb7#$Rd9-5;+k5jK92Te}hSsHtpHN1PKucMgNo`Jm+bK)37)`_q7R9LqWX!LGGBb6{ z4ufY0Aa3@MiwwE^ZfIvT8f>Gs&`p#(g1Nj57uX!&!%DpFM}`}D?W33DTtS{!$s*uf zw~p4Jb=Z*?h@l}j>h9=|(i^^7?&?S8{T27&huCdnY}Ww1@F+P~tw_sYuZ zLV1>)p3Tps%c<#9Ia$WEVXzXOLAPD4-QW9lqhTw((1i$`H)}2wU(@!Z+HWa@+3-cI zW%!4G4n2?8$I;a{rsJ^g3)TiztIRxf*3%7u>zD)TZJ0a9+a}sAgHDUX(%Jkp09;x9 zUL1U*qk6kx)2#NtaL)c;*E3Qjb7qD-Gka$7%&D`dW~XDxcp{ljXXg(SmBuT_-fVfJ z`Nh6V6P!SZQBL4F5Q+pQ%Pn$P%%FcVeOKkFGrP{TSF9-rz8uMdNYv!SZdugtI8XF7 zo;=ue;KYHWM-R0fYTMKDL=&ccUO$R^JADKG3IBv`e002Th;TUlZhu|Pi^`Ar1SzBd z_M|W>ukuk<&dOPSfw@FqBlszaQjJxMmd4v#5d9tWE_(hX)EfagL3U0!>AHUS4SYX$Zo=Mk~>59vOa|ZsenO|13>)L4k}RnSwK$O?T#{D}C9zN{oQ&5!YcquUeNP0syc2E@ z>2=wI=6ZA6RAkrY??p~9egS-@P;$ENXVo|H=^n`?+e8Z~TX;L;=1m0UXM=o*3k$T! z*JR6K|GW~Bv8Z3RM~zOoGqZmhWAy)x7YCA~l36kfR?flM87Hh=K>37PFKR>z!%h%6 z&POQ)Z0(>5+vZ#59=(idFaH294GKQl5jB&r9wFF7D^yMgtkuo<0fY~JKnym-S1~R| ztI@i!5`fm*swp{`1y_17iEX;xhQD>ZcoxzA1#N2Y7#^|>+DDvYF5X7`cK+3Qu$1QJ zR|}W&7n9FQFG$bHuPbk>ETGW!)DdxiVkep0nK@kSDs`25W_nXmRRFx0$xh9OIFabg zHqSMlIefO~Wy`ykU%B4#zZ2sKc)-Tgv9$r8JC-9`k-=b#_khuRz}09wZa-%4v6*Zp zhs9}sB_j%mdfbb z><=riRDM)R5h9@cE^f;*;c1C@{1dKT(%tJD54eI(ztwAMdVO%s17|7#O>ujOwa1Ic z#7WsCk1L}s_Y#)Qp`$1FVAaDnzlR6A!}h?4r;GGGA?g7`pMAN_?#Y>!e zwR9$$Q?hC)Ucs~^x>f(E61a4Ap^}!!j2LHC8dC)Zo(8cs>#EmkN1HtQiuRp_Tn+yN zo*SV+`rV|xsO`tSCj%qyA;%!;7?>Cs=pX1G9viicTKXp2#{@gEnp(=tXBKjmY&kof z&6iS@R3%#Ga$EtP&|(^e^0#{U;Emq?T5W9ef1vz7Pzp6mT_&{=SQ4c^_zRB#`nVs_ zKaBqVpQFm$;*}qgMXuKLup!{-=XP8rEbTsvWnj349Bv+H?Q5sCj}vj~H2tP=CX3Wu zXF-UBqj&eN5tRNZTK_CEG1V7oHA3ZUdKSX_ESs&@J_FGB$0EVVWVn;m_n_OE=?+B5 z71&~ZXSEHloK$U!RhT3NvtZ_|(GJ4P@Bj(PVNsM5n3!PWYF#+yPEMvx>CWjx%UJb~ zU&a?ouvsUN8bOs!4ZNcx&hxY_CB!bwB6cA z@K$Godynthqr^^AMS9&kYCh6fEBZkn|dX>rHPP^R>_)`1q& zx9Zm$0PBHy0nSo9{vE?JR2HPHWR5A-KZjNy)SGa<0ezHSX@h;c5{Qmc5_XM!N%w(l zc2AxwD&+*}*FJ`5A?=Joy;X{a%0Sy+B94HZ^>MCF2fBu#v`G6{^Eg=P?=8MMyH;2$T%5VOFhdg?q6)QOnO~XU%Tq`1%7PvF@|GM6yZ%3=~ z&*-z-9oj5fxDC7@!3%vhk86ZBs}qLD*S~Kkt9e`>Wue!`dgpgqn&(3Y+CTBP(J~ATvUWi!+fp z@l5E6K!3P5(iI`^jv$fto~fbw;YbhN%C@mX9F+YV((W~g{~t4zXI_HlUc0pY+AdV) zKNtx2zzMyh&mebbJGIAaQ$+M;*!3?M_q=%YAhPv$=yXcjm_J}3XfxhD$Lk1kM1RNt z7=H_*b1|U-;4IehBM=Z@zUh1X-PRlFkDH#WK4>; zykR$H9lkq9Fzu8lVhZ<@q5e>BpgYjzYPU37nr(efv(xOhd7M~v@#Y%72)BpVHq&o2-3qd&nBH1Sf-7^>yt%z+cdP^g?q=K!o@-bEdvJ z1i#0v{#lQ-`vw6|!9Ip&iixb6oIeM>aAYNx69|c^nVz$7WNPaIVQX-9_$Gbh_P)th zY`-?F@ip&j>I2)u*N9_#5&f&Lq4^Xd!6W`Us8;1+zBfzocOfVA2My0K3(aW(;nfne zR{tKl<$WB_@JT_Huo>;6?S`_D5@bH`0`ZO^R+E~822`*wggZ7zOmrdoZRp_&_Xx7Z za4v-ZyY|uB4IpCg#UaNjgf6cJ|*v(JirIFO6?2zrEi67%fIY-Uhs-|JX(JZVOa{?=4 zOmr$5tBXLp`-Cmgoj#PqHl00=Uvy48WhW-Oc(<>P_Dy+xb&E<-P6-JyCIgBN&uU|A zoK3R@y1>q{r`S_;ffg~5PBKMfHiLi|%TCpNc3r}er5XXmzWiG*SApf!8 zx8N&;_9a6)S<~}j>*(59>A_ROt@`#z13l9YV%jtubNRS_K>rlFe=htuG9EnYd(1d8 z{9;>S0RdUTx5a%=s4qBFQ}FiM++L^85wt~Ykyd_(ifNZU_|n#roRv!SMOzqcm7*5n&Ln>lmc%O+J_9e zWbI(QMioJtXjmf#z@4Gdy)*p7h>jZkcgN|BSWwBO-|Khkq~WO*ZVRG+))2Ti$E1a1 zlw8p^>-!B~_uL)0Ka6R0+61oM58k@p@D1(1aP3Y_(C;*SMgK4O?iawjo2uW@TzJ>` z-k$F^efPxC5u4xcxB5-K8#{F^)i3wSWYwn6$a*A#^-vA4CjC)?q$qJkk zk^~tRa}wFQs@1S?PrOa-R)@&wP^z!k1FqiUKyhHL=X!^lCIm?q;#`c&QI!y_65Fze z@?C|le1BmqKbALV9e^u3vbMs@tHkSPqC!e8#K=m`BOCT*)MjV)y-bYujr0$Je|q~) z_6%Mj0)i)JU$HN_X1p2fLiLM=xOA&UpZAE5ze+#_v@_a0XjYNIT7IKy3=9D4eR+slJpwZ?xyy=XajPs$bLQ@jPI) zszY@~?W(2NMhI>pz|}N0U^NLAX(%-;2jrmWk?pcwYDqm&1~}v6H~Vl&$C39xZ0I`q z=7ELl$j#orxJ(8Fm-_Te#8W$w_3F*7=*<=iQH5K>=peA}ehp3|uKy9G-~TWkb+6{H zt^DXY^7U)aJ$vqAX`E19<$+VjSC5r@Vx~+#?6da^VGIg7@S8=MQ6ot#6^TYfW0(($ zUfC~pRrXwY>;~cE-I86cEEi^B?^S7W;ryydY+&!&oUQb|*9d2iYs77Go2*YkUianJcb@$9RxTj*;BXa9)FifvlZ z?!%*=)#qe2Ge2{c)I%V|5k)B_DiZmwX4r3l{%UC@@Fzm^8B%dXmNxVb7`I?Nur$zu z+=;q`;ww@velhn`5J8SuRUuKF_51=Lzkz`iB6j{c@a7 zO9;3XjIddN@=A>V&xD3)x9htNu821T#Z!GDkb5J&Y@-yg5v!hpM{-GS-owBx;-Oq+ zAtxrHSX>q}({Qkeo*YYc+y7BZhFULaZk zQM((x`gU2Z2}!}Y0>C=AWtDKXh5a6r70OaT{}%hOecWkvnn!w09+6x`He1Ngl&Lo2 zZbRfizJy*T}2M4)oivQhh({yFqItQysWdr@!DZwG&>eGa_-oMF?&%edgs z{^rGBK7alidG`9kh3r~(t^C^j@A4`kgM?61CHIKNedl{?23;5bGZz(Ec4M?2QjmvM zJSV~~?|{9Dv^Py09y~aBsPjP60l`JYW0kq{SK{LY>t{Wzlc|mA(5*zR)bW=Nkg&{& zDkewSM5ZnRxcFppGG$7bV|l<-)3d6b;Qf+Afx2&2*3CF!!!`K-pwAEk@>$JWi;}Tu zFzSmMy{bdD2;dSeLg_rAeFJqKaqgek*T0V(c)FwUMAL~Adyam;0n@%2#{*-2bHL$u z_?0D{%JRbq4ugKlgf(oDr7 z31jsW)z9O;&cKlKWWT5WK7ipU~qIQvLSE@fhTo|4mSm{e9;|kQyOjE@W7BvhDqtci>9vw-6*jyYh z*-Eyev*atn%U{H_Fd*=dsj&gk88sfcc;tY-jbcwT1$vrZAgMXJLe1o31Qcz81!xHH z?wcdn1C(`YFmjS?iws02jeulNL?*CD&<19;B`(Npfmvoqomu}fF4}kpV`rVLg_&T+ zrc7ab#6IN#e8D zcQSUyhA~#k;i{wDu-}`4R-X|zBrvtwxyXqaC(x2ymvZLDO2)C`Xm&J#X!8JS$70#Kj|dEbmTC%En2#Q$3W#it9J=rPlnQWR|Ux zNtjGD5wK)dlSqaLOaKW)giRhBXWknEOHx2G1|+v?Nm>#u(@(5|oDd1(+W$5b^T7Eoi_|}M^9WuVN{>gO9t60+nzk_xaCz7u!2NJy zEDSaPYyprskkF$Hv=mXGy}Vzt#fFkS`ObWM4%6;`zl^V)$VrHhTx71-S8XsDZ^-lj zaQ^U{#QyDw-cjw;o<(m}wQH)m+uk4!>_PO$00y7Q)xsc*1&oU`-mxa=pGDq(T0dym zw5ER?=Um$3Khr+^&c%Nq&;NGz?dU7YOTu|}hMr-HOpb3N=rOKOXc5}fgPEsNPcA)m zZTGWJy}JMHhUpT)^D-BMr|ncROh<_W*?lulFF(E9aOL>F+vZ0v9D?&<33 z>hB!x9PSzKx4^_^!WGZOE6=`h{XKI1X@gJy@|;+dl5i0AQ%Lm@1Dt_oHX0cNteZbp zAZ9K-uOYl5C)7Myj@3jSXp*W)$KG)v*b(sr%)SxQH{uy`4|)czC&!PEADw75b(y*b zj&ew#n;C_cB636w z$v)YqOeT8@J;l+aUB;?+$T)i!-4i(++(8C+c(*&Aa6B=zt#xbbV;zTjyL-F4yF0o> zJMq?~=PsVQuzF$f()6>lSJP*eWo21f5|`9x2zFBHjWx%b3;P#-u=vExF@RmiGNzPm?0BMkn(Ufxd9LyA8-G3Umir~|i@r;tWlsArA<$*^ym2~K zTOzQU4J$#LwD8R?oYTL9tiwsUM-v2JK~BJ6**L5&bl>Df?@jv#+X4vBfyK z7(Y|EGRHnf=tm5``^r+hX0*WafV^R=+D{)b6ht`v!?OY>@WCGv+6hB0gD~vIh!g`g zxR!_8^|O(uPFEhzb*(=ZPAOuf#V!3;{Yk6RGbakX`P5KhPtf%OS4xJflfEs{g<$u2R#!*K;x5CoA`BC$v; zsCuH9Tb)RD=en~8i;qr&1Tn(Y6?yPrV@_b)w1L1Mm ztfS-OlcT0l%b2BgY;PayAkM^=6Z5ILWF<3`oyn~%T(~gblO2_9(?^N;cr2u(lmrXz zTQK2|c~vi9N;cJ|j>iX6xf_I#5~qa~aYb0+micAzvh-3ROVp~N3|15OG449m)2M$W zs9cNxhyu)#%aV)fTlH|drlJ4s^WmO|D>&#oPWp}q`$KRLz#1~^ABqr<)2l5>A;(SA zSNNAeuc2?F*ztpRMCkLTo!nof|xe?zJ+Lq2uOsG6!xaP7Q6^fn^;HZ-!H z$Ey*oVLbx4xvhF0w>8*KSi9_BaBL(!l<&_EW=7y+ zpX)oNBcAo0H*mq&@+USk38|G)7=bUGK zv!PTd5za=6r82S6%uk1CKW+TNOlc>wDg6k37S;z!e764Pb?6ZMml5{wy-hs5717_R zj%ojm3b)3L!r%`c{3+4+14MUgZnT_$B{k?5TT_7l@@YcUKaafsxc-u1(;58}IBorf z@@DiUm3%37J#(>ep>(Ers=QKOD$SKEF5%(Rgsssx;T>}hLtXtobC+< zU36hCQSkHiY=oyp4ih;xnyI6*!HhTU&GZ)Fs5(r`u1dpkL>WZ1dazWt>q?#kL~b|nc4s+>DxEn4Z@P!?soVVcM^;7jC4hP zCr zqOzDs)3o*x?OTK(MWgX#NgzZhfy>rf_{FW4iNRd~w{2vkmE0597djBqZqx1oK|Nbq zzEBWqHj*@K1LYkOrj-xl{*$3GU$3W)bhp_~PIQfTjSdcu4^0l4Ml6Dp_~luZPeyYo zGMmijbF=yB)QWOmxgf6!^Ac3!7BKBm)Zb{)KOQ{h9d!9fpUV~W)_Wo*W{@A^#sO>( z*ojLMX-~`}c}U5_d1z0qBF9(@k1{BoX8*AK3L94vyrg9>B8ujhn}oQje!X{E0lrlYx7B3^4XZZZ_o zwUPxzQtg|#P!`L%A1!NtJ=04_r^>8auRViu zk0JV_hVUZ=kiA5nl%OhXUFZ^`H5y{d2UUC~2x#`P1fl&a+?DhPkzm_PMALpm-=p29 zDQGl8vtIGBw}?Xk>3J#tWI*)J&qF zCi60kLo^&o3~&ws+mxz4h_AM(LYm7njmEqc`shNzLL^HTO z;0CdN%*V1J4zgN?7e(07Az>VVt5A5uue#!{cvJS_8SIt+{#%^3{WyL_omI#gWl=qq zJe8b{Wun<=F)@=~>{}dO8eJMcKXQF2l~YxT5!o!aAYh7NyK*3QBHfZcK7Dj`=^`Ma zN=nWsStYNOl(Jfm%`D#Pwx?_Ew9>9?#PKG88~4*o9Z+l^4wJOe4q+_TN5bh|Wn7ue z_EuV-JVLlU1Lh+mM}{BmyS)R`D%C+;OQ4QscfZ%{GrK2U#rGpo`9ggl#v?WoK=lp$%*52KTuRdE?*SH*WVT#QtxWpQFi@~G+O_o=|vm&7-fyiTTX*;(X^0iUC&|5?`V93U99dm9BOFenM?>M4= z3w5k7<62bPsYea^P7S$RbE3U!1$KCjX5w}r>( zQFfe}WF{CZ;8sBwan>^9%D7}N8FdTLr^3ZJ8T*CAOj1f>Qj*IR>#DQb1Ao!rfCBiB z0wAyxIi@wC#Z=9GhT1UtVDDZ5A>iYPF6)=@N(=Ah9ioNg&Agd4W2}X?*y<=74bS_7 zTu6v0A(@v|S>d*vPNmXRDirfce%T!BPY!aBzTbD?_!cZ8Zk9f2V-FccgKOss#JB7RlfjR*4x z9TtL$(SrsDBA$T7Jwm!iY!fEiq}2g9M!-Gg5xkg3P=c}gM2uHsn^hG6)TEGP6R>m$ zZB()9f1+R;m^>D@#bfi?B@eN@JY7twX*JIkBY7wc0ogq))cC{)enA`uYwaAG$V*8U zkn<@iB!on_Y*wvmSG+M9^by6;gbAi9-pWFSAs1L*kZ}YtJ)^Vu#jZ+kY&bS3IBNdd zK}nFIY=r^|a72vA0R?t89nRfb!LDm};sMvvfZ|mhs+o+LWE*dX^3&k!g`gfeAFfTG zKu21MQ79!WhZT3!9LLP@mh_H1wrQdIUHtsXypraVH2L=;vi@Nx#pCxG{XUn+;(YN* zV)gpsh05{^Zx8^h00iNT5{*X=9@@Vjt9}TiXGD=XzE*wye~EezFgLF2Y&b467$**0 zVbAP3pkvvwY|H8{s#c>UQX)l)VsG2Iy)PEM4%%>fA9P>=Y%g3c$rVMaP@R%&$(CGW z$95e5U-CK5AEylX%_`r2FP8HE%){pqu_6|jx%Zs+J@=gV1@z*vwUhf0r+L}_%pPzj z0xDEd5?!p9^T8;|#o)>lpyY`JEj&O}N>dp!O{N1`XAX1byn0X$${uyXz<&QfU$m>C z*DtJ}h896H)6>=2>FHuQovk&D(yyt*N5uzU#62DElam9^KF^rfIQMnW-imnLEEfY)-w5sc>`|lhm}G_5;6b=q*l`MoXhp?Xyp@gyV=+*LzkSFCSII;&83%c zUR4xbG{ho5!(y6k4|9a?6g#C}X;>PP4i@iU&=+t%&4a+rO>rf*%$AuPlg7-u9!F>7 zqNK~oXL0lXh6Sv+d0-Fe+paZy@Hp(PMa>_5Fek*O0CoB9TlfipaGv@NTA6B?X~2I0 zH}qX|IC}%~sMT(}lUeD`vNJrwzy_gabGLht3qcak9_K=mPji8+ogb_AyCz(dlb%V>u&ZaXXY#P~ z@o~(293(JvyZLQENwy=ed`>jCBj)Yac67^%-+uAiXDVs=`%~s$tr6hQTO|$b#)4E+ z<7s@4=Q~d8!vLyGnGf5pAvlf#yKmcD_|ZLx#iI8xGc9?UXEi2E6Il>bBpUmLwSwO3 z9w84#zZW5L_2=!&C(0Vn=*$#=x+NWc+5Z<+tSz)#>`-?S>J!-m#nw_wrE{itrnfp= zo}8MTa!+|NU%4DDHX9-*rnZU+C8{}MT0EDW!jdH_t2e;_#^%9QWT!$L9_kJpA)N_N zB0!`9agt1tl+);*>7E&yb%D#X;9K%9g_ojBv8C8-vYM=>N~s){OO>e^hxz-4Z2UFV z`1{|1$^I5WZwJ2q}W>!-~J?NbvO z57^})A;gE$CviT^#|3yS%*hfaE4-F%qOvg~U<9i4pua@4a?q=~-}HUVIs|40D_PbZcJD z@Crj{S*Uth-MAg~B|=fs5h2Huom>~w&yKQG0KXVq2<8I$pb}yu7#pTT!KS55#n5$K zlQmAmIGsu7o9d6&x59_LDToT-`gebfKlvc?{#Q`NWbNnLs>&?CL=*KHRQaHJjU&bH zy@MZk4A~e$>(>L`5sm)f?zJPjhcG;8XL>k2tc^*|!hW0&2&6#q;Et#YU{*StVKb=$ zIYpLTm4WJDt$U_@v15L$5D~D50K%n?ZF%0h)vkswozvvf)cgvuuu`nTVIMWCN- zG&~u0`9>!PT>U<0*dGZFojkS&yL$BMYxYtB7G*)K<{Dz&yDqdGg8hznzr}wIv4%mU z|LdBZ0oaHD6cofytW>}5q-{0~R3$U;LW;8q&820sh`<>mxZ6odbcinj>W}@|fvlsde*pKew-3&l8Wg1|W`jCYTErdS;$HgPEWHpD)WJezkNieIb28 zS>@*VS$>5*&;KtR#ELvy%PI|Q)tK-DZ|}HcjoFI?r~&GzgF2QxnB1G(8`wX2aN^)t z>rl^N&+zcDYk0C{WOpxSK4kvXo`xH2{a5NMi zO?1$h(|d{zZw=8T6N5&EN$Ad6g2EY_HZGfTv)`NNzk*n&Y%am8`5ju|OzitKrsrt3 zymgAn0_>r2iXh3NEE!VKrQ;ES)DpRPHkG5Y7?nFUHPf_ZrT!H=9AV67xpeb;)_ z&zNu7&mI*>$)`*Z>V)88{EUwU$Ox>2Bn*NABfx!gI0X}g7EHw_U$+SD| z&A1ERoI4lJB(PjUrC|qIN+YvmE}lsl7^PE2x+zWP*rJ0iakIkd5Q{sv2U_BjaaTMX zqp+AytBh?OuQ=D-FS%a|or_l!(}~&C5|&s>O_!Re6170BV`dTt2PnTzr}&t(^N09h zkSLl_%DgX^g+57*lPo5}I=)*K?q>Vg{p}r}YZ@8S7X0^2p z5!X+IkA;TG2t`CvuEanbGgr+mHdr)ex3X+fAjMs;;V1UM0`Xo3&iAJ?Y`*yi)^q6L z@S(_o2v*;Fwa-31%)?rzhfqDDp9}B-KK0gfe}lNpWHDJ3Z<<%sN4{OXY2n!&bI ztefqO-@HNj&*Cc!#4Gd9%&b%%LarzgKZ_WjWp+~-31XTHu*g~h-(v&c9{pPnRzGaE*oVpi z#g}zY5$;N`03kJ*j}|d=7VSHnjC-9!CyAl%i4mU%vwjKIG#o`{6qo?*f}(s%suW7x(+Xex&=l$g{U$H2Gz1NBGdPyE00<|kG2@3M0wE~fZX za7ZD=$K`|X;)DL~U`wbav^#un=-$w7vL(?H-;uaIfti1~!(JK_ASZDXs#^qnMC-(P z5WA(6M1kO`$TFwX873Xe2Eo-?-LZ(7hl=*4R`AI}f|r0)jdgKdIPH;QI%n{TEb5r3 zGrHQ8(h@qUlSWAQ>wYaD2gQ)&7kv`8<>}wqS9h+KDu&7vnoy8uG|YOymb|Sf=OJ)S z{tz)AvzecIE}phN-i4TdYyP!uQ=qib?JnTVL$^_j=3f@&O_333Fa|}{mZSR;u1Jf22k`_P z=j{gD#o*NDB{aA%+#VU8+<~XaL@XYU$3mnxbY&M_IgR|(x(VIq=?;66p2T=!5bVHp z^L4uz{rxLfo?lrfme&{7XV=v}oCOeDcWZ9lllG;(1y^;vI+63Mq(Y{ng|L=ab%j&; zEL)~&74H^@MJKoh((UE;sevh1%~kW3LV2FYvn)?vQzC*25%;X((c!o!G7%Ud{KKyP z(XNrM{ZHO`FZR~P8+L=A*P+7>SX9YZ5%XpfwLSsWo}p8Gj7*ZvBsIdcu&EHfKo+8a zr;$7f+hL%tENmyx3{264Y_SR8xv4Z1B7veqaPZHuXT87e8}!~K-og>>$_6QbGKJdpaZ~q_{wG5y0Dntbf)hs4{H-lp)?!7!a20pR<)45-Swl zXs3v=n046tlf5YFe51vR<@x06xVg`kRbl#WbX~wH#fMJg{I?M6e%qES=8Am{G@2;dPnywP0`6P5h2QknJAP+UN>fRLo+lrD;C6(FwHM=%fcn;&DlKO(DGw3HZFuk$M&atjv#lV zMe}g&&!fi;3DBL-^d1DE!Mqcl&hwjAFf9Cfj&H7tP*V02R>ZcKSw5+Y2+JD`_~fnD zpmiBF-~XIBXb#w%)*uq7UvFRYEV^s1>B;JFwFmPn5-Btb0ze&G`81;^^^_jdqDn+{ zYJGaYc0}Ew!03LbUGRUu_+0*UhFH$c=F0hUzL3vlFSg)9ObujRYEXZqA(Pf`X!mXo{-5t2!JMQXr_Buzr z027CYgWZ1EMJ?K2`IGr6)^*g^AMp|qPY7I?wQdgD)xecYx-wN-TqG727gv|gVb+Ij z@q1QIseXArFJvS`dL{e~cx0#WpOnU1t|3QT3 zE;LbTh(5xTBzV#-VAj{)|AU?LzgM|jT+S2A`T5dxWx86OuFTcCDt*8HEro%MTXkzL!TS$r|SUellw6x4EO8)xv}y5RXne25$*hX`^Y z)Dvh8vOOCGOCa0gLCa?$nNQ%n=dvja5i@dzvCtR1b{#Le^~!8$}o-O-k4Z>;El$(&8ds%Vh(bJ zMh883XXfkE&>gnhI&XV`J=>NRbdUoGR@Lcjvzd6vN}#)#Go5)}XJncvFbEB{B;9Q8 zMmKJI|8MM~|A(`$%&bonFD`-wE9F&Uo`It|jdlvK`1nU&!cQJ-YdzL`tgm&r(}~qr z%zgHR|BtP2b=kAw5=7#-5zG0%{QQv6L9SsuUkk92D0inzl3dsR{ zwo)!+GuiCS+_?+bKcML`#mzRX0@xtqr=xTNTuG>K#hnru9z1AK5tW8{w3rg(q9Y-a za!3ivLCtSqrXO|nhrPo+E&B=UtLXOCP1Bo%g_Zfd2twadecO;N&FQ=@V1Q(?baUcA z5c7MsO1h!pz(BqRAo>_4t=yU+H=k8W%OFQFTs zx7O`e2;I({0gP~I3eZ$@Cz^1j0tp}KC1T#N+dJu>?3+C5JnB5+KOAAb`0v#3XP+rP zU79T$Wv#5_0hZM{m6jMNPzCN`%5tEwFU_hY#gK^PKOpAk%rf*2VXlo8a}WHmQP{lc zESl4=+1JwW5Zm!!mEDK5*{m2XETq+IE%|iAiQ~Z;<{^YS6{Y-+Ef){iuiPbuv zc$^K1Ue%-elz<$L;?M0+S?4R1Z)_nlk_$>O!^V~NO z>yx&a_3;@c56A;CYd&Ueu|l>7UT5!sD$sH3Lk6D((Lv_HZG6)d!8)|i*sX~j)Q;4F zR9gx&?=wg3=B?l-x7w`7%wO5fhwHaMUzKgvui)z%czsK?Xg|NLnk(sfiO5U8UNvuc zJDI_c2TlZ90+^|qM8h2Wn!v?lZ{jDOLPpI~sCiRE#bQ&F3oN-E-^WkvhvnKmaG}V> zGFNMU)}pUR4>7BqD)`a{O=uvVurx-q>?x*s&6-7zdw2UE3cv-i10>47FTXwW$`bMN z;+ciQTxrgz2_>n>PjNM_##WgsU1esO#pyJ@NmD4;@WkG_goC@0q9&7_j#NjgC)J-C z2={q#`@wd503>E_PsHgR9_uD1x+eylBT5v{r%T0JwN|NBr>j#mt_mPHZH4-@ zvSZ7vb)8*}y!P^$%Y|o&;k7pCG(PgTF&xBmQS-PKPYQ(>`Qe{G*J_&F=_}fhaR#s+8*ff^n3az`i8qP^O5?! zcHZ2Bm^WCvQR~YaciY9lznyS)99tvOa^1QoU5G zgKAB+Cp%Idv5s(CxNW?ntMg<>SAW-7=UC@BNSs^d%$Qw{oLQTm&yYuS?GosiSklSqOJz1K*oUWChoBJtIQ(%YkHSNn7cl#wg){~eF zbxiId+jFCz*S8J-BD$;2OojGODx`)A&qe(Xv ziFe_#?&M_Bn+y=iU_3&`$#^sop~BQ~>IAqtsBZcxx|5!yU5uY2IgAt%qS{pdhRyuU zDq@X-uf8)Qlogc|K=1*phhbT;20wwDHJkZ&my%zL-$4yfZh+iVqX-pAMPp5=Xet(q zWAQ{N>23CoGJNmWlz%3gCuNe5LGpwOW>DtyT&9`^DYjub%>YVFXZbgA(fkmSp{Ljd zN2So1fo;rifgStkI^KWK`us7(blFPAHM6vat}%Dd5-xlhv3hORXSxvcvki-M{)2Jq z2!H1y&cjBkzp#C04B28{U;nK=v55H4SW9v+I5FWRCOm;~Jef!&;}l5&q$-gZDJluQ zS<`tXy)~^!S+>GX(M39oUA-Rddn)SpjZO3tN@QVqZhAUT%oNIMp2;zrO@AOHr9c+C z`#rqn0Af9l8bvrxL}>)21E#6OWxqCVOc;Zit{fT0wE)!3)c^tpq|7G`sco3meT$v7 zK8nD^aXC3n-;Q)Ufq%Y|w5?=WDV{!0UQr?vHk(AX+wNYb$ykJo&xv2!csxHbi z;CeRy?)1B}>)EtWOW_(o<50UA#0|&eKO7njhWaKB_7MmA@9MHX)QXu=+e`(T(!-W| zIP34&Vpz8U9&Uc;wST|7dXYGDv9_2l&JLAFvlE#K%_)Iwzz3N)xRNZ`#B5^>o8lQj z$~hiNfMi&M(lITjMKni5^Q&%v2f7MR&E{8dt)egM7mbT>27_A!X)24&qWp0>#E(jC zgxIFFWRGW#6;IUKYptb$>}1we9-khojZ|EvfSxnJBQ^LMbB1Cvc%R&_4H*OaK*OJ} zeeL-3$6x4w)%%9`t^Ijl~gAY!sxL6!ok_>N!Tdmlk8Km*S5KcS249CwzO%{0uj z*@m79$y$H0hI7_mAW5(vdL7B9C|_zkH9%ND1L*!NAY4mJP(vY##*ZWilM|^RLHQG| z_-Jf|9EpG{IOG}f4tT~qPPemn;Ard7_U*0TZo{^eO|SjTgA3J4E-Mqy)}YN=Fd2!G zj#%sje`h-3$JhMTu#(VXVvHj(4lpeeJP2qJkG)!+tnK2>;=%AC(WDCT29cYbO*B0jqYO4w(5MAD=-9COw&p;S9jVufIq$m7{@oEd3H`E zo-yg;w!EkdA^?`MpotBPaht7@1@IV_^PrXrG$if@5W|I%u(9>8OxpS@n?;+~!HOeo zA+{~%H-2tcXVhtB`daf7#b8VdtR%<1>+$YXBNtTX4%`-r@E$~P03@vnw2k{8KeB+QQ_%#WttOD<7jUQ9!7Rg#xPOt)E| zirgCCOYNf$Q!Pvj-A;G0oou_*0uam1fG|OL08%l4LA+zF>@{$I1R~ebtrPzPq=99Jp2;~xh?#wBzo=cAS)W^F1?&_5%AfdxlvkWN?U#PQl<0_TbxDY{okS6*|j!A znVaQjn%_kuE%BkGKjBZfAC#V2!utU+y%l}W{32pg?p-maR8<7H<_k#OZA+_Q`!`C>jWY?i zj4!;o@(W%O(@LILP!U+g|G>uJ_Gf+j!kwg(Af3Tp*9rG=*9m8f^F;TaLl0r*yT7#u z&_64#1Y^N?FcJ)fMn-Tlnt<_%WMX^_i}7+&YX&qBmIhT=6%q_M`-W+>VKmj3(6B2q z8F6VzJe@H#P1dC}51oiKMx-&3h8O_WS2)LaUgI&Av|kR%A<-vHG$x3k zw?c|bVivP;%zmyNFs>T(!`T8zKL9+5gd>>@rX~T9YU6jwNguu(szjjBnF7MH0FNkQ z(2j-o<+-c?y)HFHQZY&8j7*d1v=uUlIo7B=(OY4r>r?8ay$#*EdS*^%fK;V?TG$&(e+d#ZK-V+~468(woiR%+z zO+G}o@~wPlx@W3q%9)L-n7IPj3#8zU2_-n(|HRY1$C2An4LrJ)J~g8H^a(&3B`5FV zoj479)l*oK1qh*8pyW-h3Bf2dQ8_Xb)cv|!A2mjyv^RL~NyWb2s_<#9z!6NrVB}`A zf_C+{_qKI=Rkz}lo${#Muf)Rm^X+;hGg@pVq>w@>vMLEOEn_kzQL^L5&s>-;0G?OK za(c54`#l*<5gO;33>BsYtG^s_knAC8MV8cvkO`p<4yKm^_$Pqq_h!U`B(W+ipGC}1AXmS06@9wD zp(Vp_qWuQdy@dBR`fGyLq}^;a+pJdb{eEtK%pSBYM9u~Bv6;}apE&KU`EowYms28a zbBbk7F(AwcN-Ceqli83FGJ4ggq{b4igB zVb_+XD7;2#m>xB}S%)V(k~>+ztammZw9lwTMVGP5S3k1NHm8+TT_(-z@%n$+%IOar zo#7m&W9ONU#%+1vJbxqd{)cQY9<*QG1-Oj!;KcEfje@|#)rC&Ng&P7)~2$# zT)r|rw<3?@%9!lR4p&YR6XSy;fUfpG)qQ`55X4_8T_`RVmI_ZVzVggkA1;w)-|6v{ ziAC>hNX-Ja$}2*io1p16qg=@m|HHpI*U#{tK291X&_hl+Ck!qS3_Z z*zs~l3u0|U)wGt@vojLxZJ?pv6D*`Yxs2C8{r)c0`bmASy>G!;jpoDo#?*lM6xwn4 zWLtMHw&f~%RfMqVeLL6}hq6KqtTu($VY%)Gr2Yll>S)cK4yFTHXdyM3o5+q}V>vlM zH^+Iv;hVum|6cSb3|@9_vYl z;*+sqB03x$2=<11Jze816D`B-y&ZiW-94QHodYfXM|#B|{>Mx2te;yux3;)aTdFOU zmU7Fv6=PAIQ|H7fJ}ocdtjrmFZn2Cv%J?(}&j)zNqp!5@N33t5#%zAQ{Mt$ySGiMs zSh(dyJa{1PB!|O&M5NbqbmEDzof8KpTE<&Oj}IMJqWIKop_-XWmkJA&wP|nJllA1> zhDY&WUPX+u&0K@~2+&VJ!5I0JtTs^!slo%h31vX;lRbQrPSOdGb*Ijk&zH_)TNbRl z>_X7|{JGzpT{}apovqF3MXe-H3DZKAtFR@u#FW`7%>0z~9vWZ*oZrFul}IL;NzNwE zQKwUDr`EZ3W>!cGX-ScIg;!XamB+GpoJ|OEIW8wbP{dL)r5R1esUlr-_}F+06--V* z7s|evD@sPmuH+7YB?sv+8-ltbESBV;da?O}`5dh4&|4W;Y~t?vIkf72|F6*pnR9K3 zdS-#IG@Cb|sSYZbawo@$?Ak-;drndUf z)EE^`1|g62NBu!x(C7Di0-iu53`sjf3M3X4)I_E^ljanCt05^mm%)S#lZJxar(nv}6 zPR%i)^%-qhGK5#gv*QZ5qBQFyOZOA6V4q(NDpMZS#Nf%*1HlV z@#(hwkm6CiQa}m|VLk?SEX-w*K$pMU-{b2YJKD1wGe@4V%hAQT>U6e5WT((a94NZ4>RDp`bV9@w5c;khvN%;z@9q9sTLGORE=oL6TLKm=+o`&oJgftDtSKjvpUB+`o_LKhSr4 zpu6v6cSm~*CYtZs#qh=1^D}2=h||;0pa1?V9}G*tGfe<}A9@WRYbOJf!@X@pUweP= z;OM~U;MlMetG}>u$!?9H4>V2(*5|lvGl0{7b|L}0b=y1m&ZiJ-r}>I$G=2bCGFbl) zy@&7IWqp=LOv9YAaUgSopQKnmv32_o_w7NzO5ek*wX1A~D}Ya5OaqMd8!L@k57Q4f ze%FN=PKN5Fch>Xv@_1%aomAbTyCIb9r-O_iJV5wspo$6w#cK>*&{GDMj-`V+M>x|q z`_MUTi}_*eyLRZHs|m1*534MIO7S4ie#S=MtFs!f34{&@^8^y`s;i&0O&1!Nl5T1U zb~v861dnz88@=O#XgQGg|I&7O(#~9ML(Ck?KhhAkyq{a>Lc~l44t3pTea!j89RLPK$lCBO+y4@N^f>Yj^JDN^v43`T z7M{3_9|Z*cw&&5=!semTwI;KNXL0lW_uJ4d_5S)XyR{m#Q10TPoL&;EG+{1EOL}hbo6NN(Y9l4$95gL*;b(Z|AfhVG0$8Sja8$426=xGNTjMdOiR)D?9{ z+nL9;qcZMh6W-NumDJ;e5m!MXYjk17z?vgB)um|iCH-_ZU(6TNQ*u?QYVQ~(f`LEM z6}5>`*@|$w+HgdHnmd~g9~avXSnDBSl|L=LA^-0Gmsi-N!C$?QI!xY6eiuomd`$ zp3$^R^$FOP6_d4#QB_JCxdM?b7Axhs@?0h_%GkzZAnbf~Udu^<7J}snK61?b99}F|z(1JPhCnoL0B?$_)qt%isQ$};F=Ij8vA&%B;GqEvxf#Z6Sj`mb6f-G>(-gsroTzM-BvEb{tf;icUI;!r^y0{i-EXx02>WOAAMG(x4otU8KG6d; ztX-U&_R&6o{7FDap>R1MnwqMrVu7BaXOEx1`BiMoWy@jr+kPznWa?)tKRx}z{M__x zwNy%{pFO4ufrFU=yu)-#hrOM*w9&tq-wlCp4L5 zBt{2MPd8|z*|gJqCp#+k>aB#{YII~e(0@AD_eBYDi2#Gz)tkx0u(}JMHww-l%nVQ8q+aG~-}wh2fqNBIdn#z0-EC@|EY1 zSIke_^j_)L`eKpKE4eiBvKiT7%Sr{Un2r4rH+R|^o+_KdtqFjz zFzfr)jNRmIW`ss8!De>WGxiRULeHSv*^5UN32bE8)g#kVvzd7xLEVV}8F7%2oq~ns zlP>&Rcs^7FmlgzwJV1x(2=?>R>dNy?S8?05!aLwI2_AsCEemFw{qp^JJ+I~!A}?Ji zy}O86lr0bog-J({JR;m)#N4)GbRn1~b+RGj0IesP2oqw02A>u(N~Y1qE;X9CFjz~& z{)5s_PXFo!V*;-o&yD8CixWg~a(ZHAVtITyv`k494-0WnFoeg1gcdD0BDqAl)hlBju7&yLZk@*T^Ip_fGqDKg;!~7n) zB%GGk)LO%WrQv3h;^M*+Z{XwJ*2!I?yTml?2t zXc6|Ml8PfHyVPF2S09vzK{8k~AG1HZbFIR&OZm4J2+IjFz~3~`kVt4?@4%C1I0OoxGz=|}i`ZgMMzqW>p zP{reKZm}(xAJye+-Mx(;GIv$+)Dx7KawnWb${8Oa`(u6au_Qpzks*Jp5y!=xQqpUB zRm$-iuK;?P$NpeVpgYF5Pd@6x%xA5?w#(saeyRXRvI^yDWwtV(pH5fPHDk^=tuM>7 zLYXV`CBF1y8czl*7C=<4h`+0{MJJ9@MmPo|Q|ctQx^ zIe9jBcKU4X^z_2a!p!2@;)_c!OkGL8oq0#QqQ3Mljfbr3$*(1jCXXgs;_dOySWg5j z$FMsb4n{+STju9#azm%I(Jc_=9e16Lbb{M8;5$M1 zS_0jnvCxQr*fZcA@QwPNMhrKM(#-7n+4cO4tiMX(k*89w*l@6m2zP}BLgS$^SMPA! za9hW*Lx%wmsb6P5)0-1>T%IPbu(b8xNQ8gOEA2SEBZ;h=Z`v1nOT*fv;*{L1kM%;+Re)KNuqlp* zX^n4~uBsfY5J1s5%>nzcLuyb7$N@m|#i7yqI0X5p3UE48!J<=OIVZcdv8 z5MoBGVO3P^NVnvVOeqqj28wIFJ_ER>u7fX41e$mCeO-C=#9e$g&`4Y581Qp%_Eg3be)Ah8mhnmcWt zJ#L#-a#CX!OaR2;SGf6MTe*nHjUnlf^u*JhhY+iR?pj1%w!(JvQS-F*sBOzXnz!0t zzN=Q8%`fJN#q3WP%)flb{P@LRFFjk18@N@v+3MP1eZ394>aM%&b47l$5X&^mc#pi$ zaRk{2q1MNlmyef(Ss7vVG!1BA_kJ`+^(FT>NbAPr{^Y^fAtG@w)|Tjt_lHKklRkHU zkP(z>rKX9S5ML{1aa8fo5-oBv~5cdvMA zo|<>cQ*;$vxyh_E>r?_9gatf+1)3zK`K_$Zs8SOYI!s6@DQfr&!Tibm-u#~Y?(EJi zW_Hvc{m$~eZ5t!jEq0Rt|4rDee;Koz_n_hz z5$lrmH5+CA^GqHdtin+XlJ|=a>&Fk-bMEp;wR^fd*C!1q{lcUW#=@Kwmp5B20DWA5PM4dgsnMlF>xb7n=SINRJ#SU)hEXg{&;9JzxUA^uY;lpr*=qzdE(X-y&*7n7 z_et0{b#niaN3bo=W$e#vyD+y>nobku*M6FoO4@9Oh-HpU9(Eu05+-Lh+43k0`>^G` zuj2=vL^@2yYy$Ukb0a1y3a27U!Q(+=J~nRMPhYncD^uEn8_@utLmz>#La>08U8Kd zmpHp#ZP*iY9BgR;?C6#=OdmZ;kJIDCIMtcl??@g<9Ecr=A9Ov{_eAfW<45+K+`471wwkNpQ6Pr#!+z{mEuNKqFxPz^)oNZnEojeD7Z5LGwOzuFw$X;lRCsjuf|^!#V435bG0Pv|Y!p zw5GW%+c?qF8KLyV8% zz-Rx83TVB?6Y%_$frHvC%VTfb%p`?;)3&VU!K+Z7lVzi(1F!$uHeZIQf3uJT^5UbH z+xA1`IQjm)c5~EBS|c_qX(sIEVel4!2ONff9kHAH8}A5(dH=EgzP({+_a^x5cUIB` z&5((onIC@8R@Do-p~e4%Q|7PA1<27G#ug2ahqJvWkQ>qH#<%Qshxy?Rht2#PSZ$nz zBO5~i~CWUHLsu{Gf?kV|1X zAt$5+Atl5(6xN2_K`b=Ej=q##%qTjh=zJ#ERNt^o=Ni&OG!f7bTxvODm8tw(ZFTV? zQI-*f|5_ShI|P%5zAw@J`LdMr_n8DU;P#P-Rpv7 zM>a-mQR@zoQMt58Kuv5|bb;-GL{h?+4>xlIo za34NaDYS)_9B1VirLK}bGtQU+wz-w z%q|s+T)FvG)W0|3Cda}9L}(z`7wGZ#`1}1MfgxA#Scek9%a!7EVXiQjoi?gQwXj~j zf^A#}mdiKtTuG{EV8i|`Qg_(WAq^t4fan*&AFy2;hnvv50cyEJcQ#hQ*vez41FWaCPGP600D(-s)KYRc=YJLN)-~YW~kRM*@=yfL8>9qsGwZS868 zd7$S@-PqgpPuSJSkG}td_ulw>Vv18}f!)-sIe{5eKL(FGvr8FXN*CqzQLIY`yzY(z(Y)8Uvv7Qw6qV>Fe1>Uk1VX67*4d~{| zV%UTbQlQb<n?1G} z=-CR=dJ_X(cDUOXaS2YF{?;}@`&iNea1k8fiRtki$dZfHvo!V&dWN253S5ELML6cp z%d8v}qe4Q6b4fLsO=hVAU1nd#vmRS&G|@s)DSv#3h>yfwo3;g^7?ue6lAh)#&~9p+ z4zK|x3Xlwz5K^KHCF}m_x!*je3OQv;Cl=tiU}Fj#HrVaFf(PC4nA_dgPxSX6>)d@D z+cIx`*e=B~>3qIiAxf3=FTMFsSe5~yw~687LP&ga87C(qW1-Q|NN6lL9vB}ua`=AC zyj0ih)^YR!cCIZia*V;0!E!C9X}Ktx?@RdM zLm&m@rx5VyM5RedstvuPfx>~AXb3Niz|#^wK!8OyF7{&9E$B{ex($(+X1PkUc>plU zln;bQ*n>toBhJWVaKzV-S+|=4#zze`J9>Ne53k=>dWsJk>=V$Bv(Bp;{bNOR6>5l58bA!rkF+Z`XL| zM8~1SckdR0`07+Gn^w|L!B5kb99RV9N^VA*)8?dEVV0Zb7T6VbnXb}lj831*(j-s4ur1~T^-tMT(a5f(FE$w+Cc?wMk%`fh zop>aefR-IlVgg)pQUjnbE9Ek|tXk&g_&Ii#nPFz=DLRkQ>M5Dxv4X9>Xq~kC&}2*M zM9P_(OuC4qD-npt;$$E`2_m7hJ9V)6+cdJD8qq6F^?qA9qe();im1`df9pEV!_)1f zwh$ZSy$;@A4zDHF;+Ls+=(p($Y?Ytla}vCXa$c@Z%6=uPkV?FmTEM6Us!HWC>(%;8 z_N9}h5!us_M0HCp-UnzY*t>uYBmgX>#H0+Uha!o_|HssOfX8i}S;I~N25C$)9DvM@ z6332{I4)6axyvPzEy-$DZAJI-fk|$>YQFtfvLEr1mmvc zV16*$pY2Y6=VhXzQO;pi<-Tv>=4tdR+{N7)nWf`wkt4Z6k`ZfeY(@EHg(|4hwC<*X z#H8^><2^VJnOpKr+piM4wn18YyYUvP|9uGflhm96svm@b!E8dk-~kNCk-O$jIE4 zU#jtBK0i(x&F1aqX7sE4*}Vx#=96p*g#S_!E~tMVfNO{GK5qPjrObo#FItv(<6$WK z#G7BRR2|=fzq}_a<%J^nNW~Q3jW?W?y`u`d1lf4~HMnW zK}K==+&-`09~9lhm5H;na|<&IxoNQ^jPQ9j4PBoRG-%>FtuO*j@{GhO0{1LYZ+2Tu z3wLI3PAm#wtgs^)CSGH#G9NX+j{+9)3eKEHSUO3MTIn%ngf3ym?dDUc(QkV2v+fB` z+^_p(Snn2K{j~4AJfX>POiA#nR9!v@yJ;X#f$%@fc-g0?2<~oV=?fMQ6^ub&r!WN_ z(Dq4*Z>@OE_z|8}RFSXjV^nN9R?o43(pte_`S7Hg5&&xk*C2-f5m9xYF3*O=7bq;k{xA6nML+8W_-<@MMLK5Q7I*fA}NZ1012UgBaH7E_gZc_ zfI=wQ-Xgjh zf?g0v8_DLz*7mlZj=m#3hx!ioG}xOw;P5pCFk`Lp9xnLK=1&(-jF2ZwbE6YuQ)3h3 z6XRn7p)9v$!_dC-Dq-*LYw$XqwxNDXI=zr*Jo>TWyIade>9p}q9kU;Y zJI1TgRoueCihr0-?I}jFQd=0i-!>P=4<~Bm2O$sLgU*i<3r_Rc(g0l z7a0sW$e`Wt^0<4tiBKRKpaNKc2?`-=h?AmPjiQ1iu>zzCjZX?mE<@+&%&`mw52#;e ze8O0V7n92dJWR#vc-5?6-iCZ&0n=-@$SS-Bn-Qc6QLfy6<8wq=v*di4p+vjhPVg@9 z#%XYfazadS8YNS5h3qLVX+VU>pom>I&*N%XPfwjH%uKvC|0B|P&h(fo(Dm#IxavJB zOxFC`oH8l!sTU3<_!OT44=@cYt;>1zW|1_*!+E#q8no{Qk^yRMP zo6<55Ek+t59pScMledxdHu&2DeE=zUIoe$9jt)mR$f>&k2fO|sNcnE`rWzAdsae=^ zg{a+ue6Rt0m@@}cLWaw+uxy+bYm5Zy-bV#P!~QPP+=Q-ul>;26-V*tGUd+ikos9h$ z0i?tDCXJXoEYbTX!BwQo_uly!qY_}NqfNSgEZzz*G0vDdR6_Ga(c;!BDrQPC; z`NJV=IO2}=bNy@=+sa4X#DcfvQ-fMS3_xc*sLDSn=Ok5BB}wK~$kCJeYVel}*~%IM z2Pv4~mA5Yt?fa0W|0(z4fu^V<=JaD$4#6H(Vvtg;tf@ zj4$I$E6^Rx=~_geIW8{N7-!9YKpm7P60pXC&S($YOYak&RWOGo6U~K7fnp#X04UBc z`B^VGe2njkK9dr2n3&~~dbP2xe76PSU?~3qNSAfZJ3BWb=EPO>M;FddX4qKw3W(JR9qe_m!3TBYNZ z9#XN0=8HR0u2fIy=rmR}Uw#BX-I&v9T84}KNfsnH`UFobebVBm0@kx1%AK^#XNkGiz={a~DdzE?@d-vFN`YmfFfyh#&2CHJ$_}GkKeu*|; zLd^h8&_=xdgTr}@NmVOU@c7w=jd`c$MvL-^g1CpR`JW|S5dNL}u?%GC!F#34i<8wUa2xC`CC^fBaav}A~5 zX{6G<0V8dgwLZN-?L?fh_V7Nd*Zgp-FX{;U$Z){x9}ZsION`GV#^Y#scX&s5f9Nn7 zIvnf@x`NK2KO6}~{84Yr6Wb>|tVbQhqG!yT@F)Gsa_0-}nU)EaiHj*crN;pRl{G0X z)MX!3oQ8tcPYhjv^jZm^*9yq>utvn2Npuz@5^blSCIlkU3J>78*Zy{OyrV1n-n>dSARZ-IMFgb)9N>bC;gdG?i2NG*hBj zji^g{S%=ggC;Q{QnXY1Ip?7p(vVU@5c3?3dzu6j4>Ddf3)^E*uYrT!`cGA;6+%kA{ z;Ame(DcC)A;%&vTm2siuIIbRr9OAf8IZ+F*Yrd0k6o;#?wNc}=TKgig? z1h&&Q+DW-6SIkBG*%++2q&R40!N8C%!o5Fm!rm%0Df%Yu^VXsHu5*o-G4Jp3xyF=O zY4oMZ6D(rbP=UQ=RuE;^zfJ7l0rx}xwh7NY$$D5D+f8yk^nks3m>P~btg+!^UJ%TJ zG#`;_L`vqM*1e<%I`pidWK4;sLM3ak)brf~f5xhczrs~tW^C?!Jf9lN%#hic>_X-= z2KYt5{LH9c&@*u|@++$R`O-0yr!-0nt01ncKFK3^ zgbrnY0y9<^UxCZkH_iPZLAXZLZaYFD#xt-v2hbG$rUSX3e|VALL7acl{D@^Qv)GWA zI3~|5uw)MP)kdAZ*5RGx@NWD5!Mee^fx~@uSos(4;UFt*V@@3|Cd>#kyC;8m>+=u#2Hjo5EtuJX z*0aa!iXcafvZpEXDoUHHV4vwGW}z-GAwqnDJyY{8YCczf7@s{_?9lqOKFPjpa|yyf zcdJAdJUv0?Btd7?n2J$qKyxNsiMr7>C$Oq%qXj?SunY^0=g`{cBO%vNZ!0+xo(`S} zE(Rw;nMgJ=5}FQdZ{FR#&%SSHt7DCOt%vZ(+|l7E=CS;U`-%Ls_)im8GbanD3RCHf z{@M_c363~t`)3A5>}glZrTT>^;PA&dsQoNcI;F?7h!O#~)u&-T#isQrUE1FCv!#gz zB9R(7z3>iZP$*ATTD&0+7uSEE*tQ8-dJKK-CnHj&*@+>c06%ZtcN{T(xDDkQg#(ya zP{7QH{DkDe6=m{T5n1}E#YcM?ua)r%ZpEp(ih+gb@#w|a+Yv1G*7?|E%`A11 z{sHqY{W4eNi+oCfQ%Q>R@wO}xX2W7w59^UcEDh+#2sMp4(a5T3TWm1uC!_wbKM?Q- z2E#3}*67h#1JytsI(C3IYuLxR9-&7V76TF%5F=W$x{O(j`u8aF-LU!5QL&)q5@g^% z5aVr&VgJYIx)}K7XgwKzlp2f;$Gl|B8}SE%q2TbbUhqQA(m^%sBu+WUTyeMVkpNx; zdBR8g=e3fmt8rBVaDtaPSQC(9OU$%re3qa`*+urX$r5q1$=WTid!=QY+4?ME9JWj( zC0OSM3uG9m(mOw(ARvO*JzQD5WvS$v`}*+we0`PLcv?>BR_d*4f4SuwCcZZd<~yDRFn}RHOZc>DX%q| zrO;J$EOSdM6Dmen?_1=*jVx`nc%djg<6*smU-0XJOfVC?82L@~H?g;=muc*sw^{z` zimSp2AtPjX4QfeiAet&&dDyNcg|$dLmW*YoEImOlfG6epQgkrth(PnjfY;~qc=v|B z6~kgHcT=t!8`VH>Vm8qYtevrOZV+8CzZB6^)y999L(f}Ag@T+`L%$~|qj{=WX+4F# z18`6DxmSs%-N=%HR{iacA8sivjGtb-aPcyE@$&0eue|9|iLX6)-@_}Pz{+Eml3v+L zW-Ds1L3ZU?LNLFIEN!-c{19B0 zmKIB=i|5~6d3If)woscmDs@ZUypxGm7VtqX6In@IAqs-VrMS$obTk`H4^6h5Y&zLC z+cDNL)-}>yEd7>H7u8qg@5^t?*QK{7Geo6ImBF|Qkoo3WYBe$#I}+MujqC~?3?B(M z1sXhuef51Cn^rZi+VFRZ3KfUoDUZ_vCs{`tQJRl9qgS>8=^c*``^H(&y zGiHwrgnP+QPoT%w?dx{-4)qT8*=@tlVQ2S1V>=%t7ISm?$?RmlluwtkB|RhRQXKZ} zaS0(Mr007_2Q$N&;kZ+EW2#4Ws>7PSVp;6qeN0pg5*3eSl>%HX$t4&S@c&de=}-ES zwsd!{JGXUe{Iur5M=dafS#EPS$K@@LpkVC>5W5dh?vjle! zVzS0v_>+tLSCJ3CW(k{LsO)kptf7YF3=DDL=H_RCiN} zX5DqTsz;z=mKBdlA(f1%1NzYvW~^#Op(t@&(gZ~i*h^FM`Lvo=3+eH~?|%fsf+i=_ zB1b5dg(SLS(6{zwVz}MbW$U-~_xJX6_4L%%uiq7Ul`v{769ohY64(p^jS04%Y1)sN zJi7iY`vCasP!ldEW|VZCG`{lD_l@zD7IWOZ4gZxf{-|Z?+e;U4$$kCY$w_cM4dNAS z)`$8w1=z$@`7p5fL)?9q7;26LhKJhWZlK*30$*;AZ5T6F8)f{3Q|uGSLzc+;0-u)R zGO7NT`GCb24O9$$+_52ch;8HRq_CTK!#U;P9fFf})809~P%%yioIt^NiHT>bjkUk9 z&~0%sAy#BdWHNFN`H3Z)MtCUNUqgdOk;uIc$Cb|Cg<)bMg;)ZdAQ#S1rV)IzTs+j_Bsbi=ipFZZ&zXf5BF|7iY1K*UUFm|NoT^LIb^%!5PTdZg{5Pa!hHo=!N#VFJe_MoA={N zU}0u_JX<6)#Vj;_pVsGv6Z`@<%>vfiXL10leQI1Sz=Eytzad7z2${OY=?~g%hXr-L zHRd=2Jp}!v<`evkA7lKq&t3g`W;!jUFa=Dcc=e4PmeCQ&I-u@gg<5Yu(OQozMbT$Z za$iO6u{=Vprq)=gwb8wij!1jBJJc8K3l8{(0z>Wr=YX@XzoX*_X4IFzjB~~z#ON{) zp=Osch#UJYMi&j`Pp+EaUx&b3J7h6K@X7&je!x;yK2VP0rVD*?K>*o*=`k=2Ka-(z zQa(YxS$_RnmL#ij0C=;CsLLVaV??>mQb;381@Y2B(WP3qFSgYqX3*FQGm=i{)Ef&#pjNDx0&Imj!f%zR zVPZa54C+BGC+8gx^>F$BwLg#O2$XY%HUFGfus(XyTO0L;h6977 zf6&|G?11e@-{t^lmJwFUGqC0q?cdk>(%}~ludm&<@8G`L!$+GtG2?wVZhRhmlFwVr zKS7ZN0-O`zsWgIrG&eaM9eoGe$%Ac&yXyPu`w#T*7~ovQqINQVI(0gAu6SYU!sMle zE9b7iM5Kr3`!2P--uB(jH+$0sf)f=mITKi_#_^O6@G}C~jTY_}bk0 znTwOJOt9CMdYHtuI4$`K2T16Wml|MnY&tp|dqiS~*77 zWKp?RY>^wagQR{iai}8tdNkXX?MQVe1~9``_Tb(v(x>6#W;AMz z0Lnj1*{S`)Y87)>E_kOs318eJdwCD<0p!t>7jjZog*x&uOew6USC?0pAF#kD2#txt zqE~$yfcLeCIch}Ed=(Dc~=Eo3-$5(7ejNcfyTmIgA36jM2OGN!aq}e!vX45)!c?WPa z$hmmy>M;(M`aZeV@+3PA+e9Y#*_tsx%l@m;vB$P?kSyQ%7u@JE?tm4BKQ!0jZ*F|K zkdS7yi*fQo@+Z0f7^&ab+2FD}ATe;oJ;cQe#}`XerODh_sx*3l$Q;desU#(GF_luHYE+MEQJsoo(AqjtP3d%jnZlS!Ca+gB8k6BlHimGobv)zW4W3vi z5+h?VKkruEs%@lyp?|@hr??mwkwfw6tA%s%nZ#6lF1}C_34YlWA_PlvE)l-H(P3Yk z>mcc^bT&Dw1t#5i*;fjpd3T|Ftj9g_IZ+o z`SsRs+75*dhxUhd2eI@Cm|=DpyuDjmwi2cAs;+6GM(fPDeWG!y zak4$%r(wpRc?0JG>E31unx6;b3m`T!AxIT~1r?!UV3di*^B{KY3G59Yh%G)(oXjbF zQC`r=QwWt=-f~qHF&)V~@gij8I2)$G3 z6YZNN%};6h>y% zy7NSHo%vmQ^&-3l&s)M@mS~lY^KgcNOizsv#)_|-&!98Lr*P`8h_T{M6wqrN|98WB zkL5KJ$Ny^Fb*II^KWg6f@5Wu|2fhzt`1$p@Nj;NJXOm<;osd*;3$mVxzVW_^p$W%? zbJ725^wp>V-gpPCMtmkJp?v4Ybv>zkfpuRyAGz7Cw16BPKYB zAsGcci<%!VJ%my&N2rbIrd!y0o^lh@{$c?7h$uk`BsD(B+&ls*n-H_{tfr~3)~|B6 z%iI5I*<&JdaO!knOjk)=)kT%fa)eOP3BX|0n{3^7zVir_crxrp7GGx~5s*c_PV&%b zZ=zD!%X!&wfH=`y>QNnvLv*rE&dCHASYsFw!&WgQb1D=;)M9E(jmSZ8grtx-Jx^S| zlF21Cogs_d%}EW|TSW4zJ6CCuQUu^?ONa}V<`e2>_-9Wk$<4{@^%;|jv?Ir@0b zn`p!y>I-!QIwH1MFcysZBR*_Dy7mP34aB@)iI|_2xU8HJS(*dml#KoqG5*JxF@Ir+ z-a9GhWGF}T7sMF16f%m$R~~(kcPrLi3mxF|et799{zmg^R_D@w37L zx4_M@)9e&8%PwHXeM_5Br{L6_R?T_Y{~y%vsY_f=&dYI)Pw)v&XH=U)`1qh2Nnzn6 zl^?67$LMit5_6%U4Uxm))^HCQ?h6jX5)x-*kiw|Jo@1Rg8>uECpkjVCqJy0JRpZ(% zDMSWVv8=gHY}){vTOQ`d8gl}|sZ-1a7=vSLsP1S(a3>ku?LJ^@v^BIIIoNctd0Wf# zt=J9be?N}z-GD6hq7Sgs4LLDg*}{vbkL7F1FIUnsL|q}t1vTVX-sr$3^Aoh4-bX!7 zQjb%cV~1mP;r)Rfft~K!;UmLG2I{*HiGJeZ<%KIF-y6A>yeeG5#4GGuKdPpGK>v#V zBWApV25Mt2f6MR=@@wekdG0>MdLk}e{~y(W!%qk$kSY4k*gYV38a zxNb$vdBHdBPx#41K=!dN&ck}?z@!Q_nsgbi9Ra|>Xz^-e#$tS(raKCJR!Rdp@CU?r z%92Zp%WmATN#43=p$)L2Rx~q}pDE0yMMAFl+}#}4b$O!vp^6;@^sfp^&cv<@u%~S4 z_o(rV`37!$$S9j1vY2J_A8;Dh-Weu>F8!1FFSz7;W%Tse@d6n+hx1#5ItNN3$t9bBJmH^ zgt$tPqt1f-k11i@o3#28J?X=_y4<1cL73FGmmkEZ>kEp&j?m|5@;DvaNF5C~`sztv zy}hNcqo=F2>u?X}A?6d)nTh;Fu~0}B5=CuPoD?Vdab}DeWya`H>@VhNbeMBVKC9%- zhvs5)vB_g4ro^P7LML>*kvIj~$2nypzy;-S91H7_c)U6mr*rf;=0$@WBF)i3DoDnH zks$aAc_R)gLc#LMLD~(76$V{q9FY5w_b)mVN0Jy?Z!%ctRX8V zIUUSnElFo;jGv?bPs@_N>tZE_XsFp{ynyrON2m|(1!-A?g0pZNRS{(od;Lb$TFXs= z_XHRuvJ(7H;syyKL?sK}%4~b*TI-OdzoO0$266gE9de@zr9P-bsus+LaK)F=t}jex zri!!UeW8aqTD>q}t%jItawz&r}Omh!v{;$!EGsXb~4A1>& zmGO!4AHa-#09kTa0_NvO<(wMV$=Gj^^3N^lcxBxZu>BBtch)_|M*Q4?@n*SC=@Xo6 zm<@B#?Jg#=vIOPP)p&IrU=zg}QXTQ$R8OiS)ttnB`N0KT^eyHlQW=fR=$T|Lm&+z{ zYEH?CIWEm*xjbO!|7bpn+Js@%X;q!0fko;(HP67Z&VM7446Ywebzn2~iQ z@=JnxKNDXDIdo;N*H01MO~@1I!kPJ#vnNtCq0<5l%@ZR6+)+O3?+*@#y=2(u85n9F zYIgK`hB5O=^!d|*`61*9OXO=3n-gJhl0-88x+U5hY4J5Vj*!lyd-kpZkKlIW3Wx#^ z8fPfPe86J-fdpV=B++Y=I@&e2UR(j9+}PAB9sWYz>BLg;nX8i#X#P^-2*jB)}S7*lX@d({DWmp+m5b= zzDsL}mw&T(dY0AbL@48ZtCkoansUziX1(7J|9cGk%SC{UUyCi$;~bwR_*^zMuTdJY zC%8GZHoP{nKDL?KL~ZByD*KcsbwC@??W$A3j2}R~Lom`|pJWAxZ97Xe)gs?O&lw-! zrQXb-I;;-MHr}Q*5KN_U{_h}M<|`_FaXN`5VtQD%hGkd0Kh>XV%^c2PHy$#_@ukPn zN4Qgaki_)7v`}Mw7tGYr3FD8B6ug~U>vLyya8$%3P2fFSi2=Eye4LtB<#%dWCja^g`wO)dMMqMZ7GEO z#EJdIR>>g&C?U9)K08EQcyZ(}_}Sk}24Vfo z^WP_yI*ljslY1vrL`;lw;4{31R+i{1rH%o4!!=^>7Q`F@bNRG!7e3V3-`v;M)7st9 z(b>^?w4<(F@)74s1#P-;dX79b^YW=z&!3VBg^7Vbh?&1Lp27uBNu1G6X2`|#slv(8 z)1y=4*{S?Qd`v1zMKQ~#j2#jYH0vlA=dFlNsG&p*izFtfvo(LBUgy(lT2YnC;*-qC z11SQqECm3USSprGS5wJjNjl-72;cVTK*SauCL_Z^k2i<~y={?QH9I<3A-p0iMgbh= zjC)6O@^UF@2$GMNPBrf{pAF`ISBO`(Xet${te1aej)-mzzC?wiu23&&t_vbhqO%PJ z8DIo5`!8!%=Ues=E!co}_)1*j)sGN>0MpQtqw3C998 zA!@&{681hX2FCpX%?q~QvH_{0pse-qhgmMvx5-S}ef@!lD5Om&Pmo!&}#MIj7wH+U5m zgjsO=;%thJQz{1iLUpTG?@Avm94d6jeS(i`No*}Z4YDWkd64rGoC;8w5~tHO*8rjN zn|Ei#f;OHeV?U#egGl+PxdwH_yfEX0f>96UqXw9EzMbpkhqziCvpkQ;2cB;tPIrH|u89I0fdaxecX_ zJIjw!$jyo*HYht2*7e`r^8)fg6?!*&c5hb62x(X}n4%LkhTHtIxdDCT9PElUPnn;v z7%$vmJYXDvvGD-N)Rk4kTJt{iyXFfxxNsO=I1Db(#y5>R5RvY)R2dfl8+-mV{}8g@ za&YgF`qtLgwxjL!9g>GQKeULId~;N^`-|_J?2b?2Zlx z2Yj8RuhY}z?#9dldLMgo|D-0c8j}GrHIsx=J-bm`W6z=XJ(#}Khaayk$OS$JF6PtV zV!8j8|8fPaY`#M524iT4alxRLadid7Xq(<3_JbLIyRi2yRY%8#iJJdJY4ZYNK7>|f%zJUcd+KB^QZr*SYV+50(xV8%CSQua17VcsXBSh?})@mAYkl z=S8BwCls(bTKdSgzD`@eyX8dZg}yhj@{`Np4c-rrw)J&l=QhN=A0*HAO2<)6W#dNO zdWAT!9l7&8G^r}fvBD?VWb1Z73Lb7m<%*$(&MCaeN8cshw4{@jRL?AX|7=@mt3{SB zpiiF=%+DgsK6>qg)mx~|kxkavCjUEDpX z9+Z6s*>t~U12fr}lM$9LFpD+w=IyAt&v*;Kst+OMADACPmp;~q8wXM5Ipjt2-XB^r zI$Vc`Yg|E2aIbKh8V)|xz2@zfsX^ts|s3>(4jtM$B#_ zR9*!KH?$anEg{wy-rcz#S$cKp&$#iHrAz}<@;yt{%YbHFT$4}dlLehD=;NumEN0GI z+);lBpo_3G)<^dPK#)DGE6%5-EF@a0AYp>Ss)=gK_)p`> ze~u(}^zP{2HAotpjc-_PwX8%$zq;oNv41PF2gHsipnpe2nulhgoy4QZ38-9be#ZQ` zTS zcp)`jOQ^PVf2pU`JK1-9;P}9_Ycw<((ijSmq_7r@2lY@UT8bu*Z^(IuaZn?(S(KdyjOtbhidah)^mt9$E-5L}sWla1^MF@m^tBWPyQ$TV8h&kQ?)$ zlX{0Lfg$$`ax7J;T4JhWG!(tPXPyx6WX+G#HoB8JNgi1>Uz>tvn6kks4Jex$v&{a{-iKysMzqZ@7b)Nsn5vZs2;e1qr_LN^T? zIYp5bzM{?;NP;NtOdLu+lZ2KOH}I*3q{OosW||@2q$u-8FLvzes_!MwZOD&`axyhC zLXM7P;yQR#iAc(K`7kjtIOjSQIO%^Q{A0>k86jSy&K#R#qzs{sj;2n7#7a0pDyRy6 zx#la+aB|&>I;k#OH-#DRSkeg@K*9(cn_sT=Oi*wzS zA>hLT#Zxk;0X!(^bP7w~WFnGRb!ZMKVJ7Y`5rZ01zP414CuilHGOEmy>Wnll6!@Yr zB8(YN(8RI}U`TQ$tlKW_*|M~a-oVV&A#x_c%QcLWIF_q1GHB>v)E4US9wB`Vf!>HW z>$m4{ekR5`L2S}H%2q)5#ET%9{WAu16rHA9b zgfHG#Xq;-C>dm~YF zc#?x@Y%tlCZO*}tg;qRletcXnXepfx8@JInKnA`8Z81L@ak(1?)|2B$vYpDHGAP=) zVQ!eV#Rg-8VW&Uf5BS2am?zpzH}aH+n096Ss*m-Ote5rEfdofzbS6GCI^9GhMV*sr zjFwY$vBr4Gyax@LpA_q84O-Bg=`M4vSvR`qJfHFPQ=Q z?7tT!Xed^3?F;g5Y0UyLyd%)%Ix@76{4%|Gv^^4<^g|TEIT}+N7M-!vDJK62CydqQ>Pp2&MbO5pS~p+Y`yyf%jE|uJ+(AEdyp)BlIvnxhGjiCJ!gt;sc3+ zV$1Bo`sM>|J34lB)(>|1x;$OJPG6UI0Nhf{I8oMd8Ak_}=iw zXe-@Hw{fjfo7koHX?^jwY~#4``S*W*dAc-Jdil(oZ~pq%L?V$dOpISt2pNQZkZ>z9 z(yM+*?B2PQ>t7X{Je(BLe3mD(oDS%G*`6i#Zr<>n#~*oo)qRhdw>{qJ8t}RUd)f$B zV9?v?!i+!ODB^R?s#kGKE)udu&KuuLuyFPH7UPAw^dk7GRMji6svawNa|0=Bf2uyW zwFKrdcPDPHM4zFj>opnS#Ug+wH!h&^a%)_S4++owkl6JC@_2a~oh>2I;ft!NNOM}B zy$l@`*PfPSEt#40XZSTRsqxPQRuHjxs zuN)wz=SL>f`E)TqJ~D?b9fcjzvszKpbTVjs7%4|BMYvG~yQnIr9@h5U$)8MLE1n}) zesCH;SC1&g5q`Ah#%;?jaj@SjAU%7X*s}rYET2Uui%6x`ygI}_^Lh)oO(ZH9pFxbP zXvO&xu%wXejBmM2?A(BuJ5m0}g(P%U0kP#+#W(YjdAb#8vP7PMnq#}zQ}vT7!tg12 zw8pp_4V#}qR-+Fu3Z@lV@|hp87|-5ee9?H#{G!Et4Ys>}9Grg~o_`rPJ_XJ{Wijsl zDEQ|mjn~ksYv$d!7`!lcqBxo*N3&C-b2IZZi^tENnyvs6=#mGJg-5Zjy)<}qptZk? z?C}v07@9VSKZ1%S9x+csJZ~PK}^cC)I#QcpVVj`1bUP{R1TjggSwoFS!S(n3r zGyTjmQdC5QiZWbi#dj`s>_V0vUb-DOJ}5t9eqb@b4d}-8#tTR1TjpDey_!>XYIb!< z8&(mO3(SRslN!RQDW*_!qYAy{X9|1Iw!Tg5+l-iYqptiVROFY9TKS;3 z=`CX4OMqvBOfi+O^f%Kto%-07rwRTp#2jBbfV=hw2mHOBF4EoQ>>qO2?Oty*7zsYZDz-VL0U(^^XNE zM1MrTPru4!0O5-Bilho^LM_=j}0 z=iVdsZAHFR{scOigNp;Ot)XJ8u=y2etFRW0{{bn#go?MGBM6}{zDexbiI_h}x#C!| z(uZ=ZpXS-gSYsGuuz!UCrvXt$OVCwd1oeIkF+Ynwwg~qC|7t#HF*@$}artx4Se8Eb zulPTfKlcPU`7iv}<692p`18vq-xe^2T6Qd znbQ}NfKRP-#n$AMiYdNXp=ADET)%_V)#;JS7z{PEZ9Fl3NvVN}U)jE`Zu?F=) zy+v(N56AZ;^>c*Ly6jGUvtx4G8^r!y$X8JL3N11@Zk9BjM-_fqjw2{-xjEQ7(RqM3 z5LoukRWlSDqphpvgHS`;L57_nyMHh+6tD+|{lo4)dz%s@@_@M&r{*t`|AvM(QNid? zxRo^bp}X1Bb>k`^x(OQGY8>@82YQ2!ki*&E+t%07)!SxkwYNFiT-c2l-oxRh#NW`z z&hqymre+D79~o6(-66@b0w?g;mGbQmTE?Wjl2XI}LKuQ&w19B%2G`IP{iUUD^CE6k zmv1+#Elal>D{-R=oL5=?r+ghZzl1(B%RPmdPD|vTf|!A>G3Sh@)>-m$PRl04ZxDtH zJ}_8H0y{jQO!vCegt_@e+<405&8N^Rqr1F_KYfaQ5HW`=(K}0QUP^1^RYNvCmXP_K ztdxfjLDUt1e{V;Om{DA7NpTvdaFBBA5{!T^S*DA(oM|epb?Yt>wP3I+#zW{>L6yAh zH%>_AO5|yaDVu=Uv*6WP%hfx;NfDe>EzIL`aBgvIvN)BUAv4nxmll4EnLh>T>gjPA zVDA+8+aRs{){<~Sd&r7jtRvn;fYBd<3(tR7GLcsRoTgAZ+<^|OVa2byHILSw**Ajy z)VQJb<~rN24@p&v~_m72iya$0arg( zUR6%w{CA*8a(HEd%}FVZ{GRa-;9dvKb)$Mpk$6&oA}T`2APB>5ta!vSBIRW;7=CT&KN)ISjTPJ5^0#&8qZe6tlCk5W?6&(mIjy#`zhxtID#n!0V`X8opn=MvnZ%-74WGQ4Lx15!?@Mns_*y3 znuO!0u&F4Hg6I)aK1tG>gKb83029R(dt;w2Lj}jdzZ@6)s>B8(*9&p$O4b(E4!#9U zTiBQPPu*T-YtW>xxHdX`7i2S?#GIr*$13`zR9l@d$wyTQ$_EuSfj^|fO>xIeTez=O zBV7}^`nm?uo=}_;sb}YkIddwlP2a~SJSU@rS90+rP657?n$llVJ#Kw=i!0b#z+Z)irdUKlZ)eh=gF7-fm+S zf7zaIY{A7Bb^8dgbq}|ZcmW`cnHe#1n{^H;GmN(pBC!+)76T@Pkw|BcPSS`zOR03U9{TXc&j}zmg#@@ZlaU@qzMq?&KMXfjZaDGNDZc?t?4q zQv136bU&VhV#aXwEMmdvO}sywD*G2tuF1Qrtzh5DEx|!I~uK4ZptGKWyy0L=nH#k3n*eXiLq#9BHxC(*Ef_6Fu4cq8 ztOKFHm*m#1!|?Ku_UqyL7vxvYp4~^+L9;(1{&xz@ThC}Pem{&J89G>Ko)9f>YxHW0 z;TmimGvoQ}{i0!5k*X|0ZNsAnj$ux0ZrN!I`xlU-R@I*sgJ{d;QlGPAPM-d?jh zvpfD#7&!I!nxE~E&6Rc6b!?mH7&f!q#?_tm-G2_VjiMOGRCVN&#^m5oaWa(n)Wof7MODw~;a*1v`B%_^RLYOZY zoem7v=lPD!i*jyeW!Kmr|zx0d+zHDoR~LFP%)y0^clSSW-! zFa_3>%>nxR&OCf_6_fj-x^Mu=tS*(s$Q<-9lXdyl-)m5}FUVZ7g}33(@44b;6Rwq<5a)87^s+geXY9MjJe;LqBTXfE0lxWmV{ z+$fya{>Iq-f7vVChUJ`gJE5L5Bcmuk%3f9n)#btALvCK$lu#T%NikNn7|Mc&NSuNY z>X#Kz7lf>sjl)^SQ@|s6w8k)8fjN1bx2_!AHM|V@njWeyX)CJIo%cXJXLKJygarDa zO$3i(Is&1r=CN*lVQ@-F*tQX3ZFOk&p<$>ggND+1^{B+8qLuk|NygDL#GHkX8OdtL z&JCFKblN>HJ!&LdgWJ{5o|mt$&K{uZeV37MR-d{V4z+%oHgxDxn4$L;S~K|_0&PKI z>o7Zlzas0jqiTVT!VcAdP>Jf0M|PTy16Z95Mi@+RI zNv1iaj8$YM?dRadQO56H5f96mEO{$N;W>T!?gOGCB6Fbw(SU`n4+zIxue%=>9 z=GRzmMzG#EyK>;*c4Zstss4ykIuk2LzHsl%luK#w6C`+ATtu&dWFjF-lf|MrfptMBFjCVpU9 z!igdYNKlo#Fn1I>7(Uuqx?stRYI(4EOF-KmrCTZ8pAZ8<6h4gg6ZSCt7GJ}L-^|}e zcZ%C3GmxF+m^GJ=m{1_CdS~rDI`qPYT&*(uofDh^1_VwuHzOF-B$4+l?ecDP3?Qng z7@|CztN+$9e2ffpA83QaD=$(9C#-;M@@gormF@kZnk73@OrR-FXc!W&ngO~QD`M5G zLZV))S^#_v&4%M~#TRolrKIx}ghP^_q_<~02t1Xu(!I{lOhb(65PyD&Cp&a}Qh%O{ z07DO+0IOHaLQ;|27xk4HD)!f;w0aFIDjv>#`Ng}*KnJF&`Cu@K+#ykk&@nXGdL{cc zw2aQ@;t=FS65C6~Xr%Cdy#&i6puxkrXG+L9*)yO=1Pjsq5So5|2g>bBX+>=x)0&?b z?ius2Qw}6X?-fnB^}m7Kh=9T={2c;I6ER=Ab?)4OSd z8{|-1oF=doQNyM}1V5`sxHqv3&5}GBgGvU2@?O7n7Nl4YWR$`Oc(g-o@$NU!%WVvF zZb87m*#hn?Cg7Rm;ZMhjtMqO&psr=HNh!WfirqVPmBv-wM0x&&V@#|q4L2S|GYL&! zU&jC;xkJib{_X5rlHcZyY?P`y+AdS)Qp(87g5D@PS|k6XEcA8rJG)GR!J!YYFTc!z zl+Lot5VV~y4=mZ9DJ8!IO0w|C$bnO+V_rS?wcMP~Iq|nqPaGeRVL>lPLwiXoHn(XZ z!7*fN>In#SK%I;hPzw>tEiq|rOeh*prE45N!}?_VqrxT# zyN%E{d!csv)!g6>{g#`C)YHTYD>0$)?49YlqLG~})^fs>z+ioTFDW>vpwrvWZoY=> z#wVWA0j$AcbL?FE`}DQLE;zh+3ApSWE=Xg#W+xH8}w{lxrnGu zn%#GrJhN0YpTyP%lKHFe>gmUI5dVa#^M)%DZJZ9A0;z@zOZ0@Ku)9u2ei3qV3;H0${q1R=fJVh9AsOpqLn1XiD#*9KXQ}TsS#ZO)QBw?FT6W zi5Fg%;3uvWVcndiuF@LdIhMhZ2|)dd&_gsRKpH;JRF~pW23^#DrJ)WAUw6Fkab4e0 zxr8r!a0iA?0UDtt;?D@4>l@y4WFQ9C+Pg1Iq>4;19|$Ka$eu&Q78=dd?&W4Oi^wz- zw&per&pm-d>u29z$2+<8 z6~u_ItmZ&`{jl$b9BJp?v30ZX51k$___(q1NtjK99ypV(bV}MBP36amV;Y_2H<sPQuH(IIgN6kFKmPtldHxo&VR^}Q&5!;aGlJW zZoPcleLcX##*|^)uE5%P`I<5f13^!Ma!^MJ3x0HE>P>!U`Toz8H5iOt4_*Q00xePL zm94*ct}{%t-4opV^LI;o1*?RrfoLs=n{L{{4Aul>(^}2tn*4gZg3_uzE3dYdHLKP1 zmysoCFDm%vN2ZRE`h_G*v-9anuA3mvB}}D|W$woID!wMQ*GJ$-EvJN=KtJ(~?lCm&D;y&EzE z`72?=04;QIeHo#$avIg=elp}BDw+&{JAje-nAYPtcYigve9jm6g$MB-+Qin_$=T7w zz~;Y@ouMT(69*v!;eP>cZhBD*YiAQjdQocwXA@x)BRgXgdTA3|GiP%`CJshkUg-b# z(ru$!fl+plA2Ca-x>!lPUL6$`HS~A@4D0|bG$|n9x16{HmXCb{g<{cI;wP9-pHkZM zx}?y!q-V>EshR03bWQx7+L8R-EE13w2`CfyW2Omx7lRxGzjo6!eB;@l0pi%dVR3&4 z3KuCXG-2fVxr%_vlJ$x(xem+{8S3r?hNr7uk0y?KcWHFj>i?(~EFMYw(6W;q>mjJx z`BmHb3#z?39mYmRhdEPerZXih(W3vP?KTqS`_CMrjaEfI4^nN)OX*F?9?46#7Dy79 z?!D8vu~COL*QCwKy6mhQY`x=;jajr+8RLTAh;HBO-a{MMCH7ptL{`=2u>WyLy$B~M z+*xP_>&`=3r<3)#W%dQ)dDclAcJ<*loTv-cd*>qo{{MMqX8I4$|CdxoLPlmr28REI zb#^8O*8fg>w+Dn*)^PLf)N0FXO-E(2D`|Dn@{MF?0&TTNqxMpjp;n8DRLYjgWE&`a zN!y&G5KPc75F&pPVK!1W9z;n<2}oeUvA`n?5PA{^{30HFfzDUH-I@shEvcK^Z9ueX zuhUEx$LUl$Gqahi2nCU_Pz+*DQtcUB$RFNaS1yX!ycfHz&QZJz_+%u(>YzIW+YH>@ z9JiYWYr!B4KVKKGO@A3cugf8A5Cu7u!!{cu8`H-jZE5arlG(8Dc_>6wK%4B|b>Aa- z%k6rvL%lQ7olV^PK}$A{*mr#porn_LV!gNVPtj791z}Mh%;yar@#g5x8sK@=U#Q1^ z@#v<0JRGA3b~7S5sO$l%SnRx6m_(8(LU0VO{Lf#IT!I4`(%?J0UfV87#PKQB%#LY|9)*21BO`DunEwn%bO15{bNMHeJF$Dtb% zVB=kkiLuDF#$}mAUgBZKNsk;IN#8*fP+`2LL~!(sLQ@{2s;J zdeXN{PuL_@jH@WdOgyvXr!1y}E5YccG?A08F5^$QQ5}#e44SI}ST({hRz^JNGxyN) z-EpYWn{$FGery0?B89*K!$gtP+@zdUU#!og1maTB5wqOky9nfA!dYRuCvb+zNXEeH z2O5M#q^MgEN611h(VBSTfiPZwvbhfvq(8tA{j@I$kuF zsatAe&P+Qt^2hJ=+*a@>gU1xwQE`5JPniuim;!2%+}NX}+>@M-tgEUi*wjUXRt;Ly z#QD5c3s%cyMWS$!Sp`K!&4U~^h?kZp_!eh`3H=f?ip9fw*!*E08-zA3vW(Jde~u}h zYy5P3xy6zjfmn#zlPQatP4?-+43NyNY{I{?tF;73~wYe$kR*Ow*EH;qRC|Gk~ zqL>mHq!LW$6Bad4AopbC_qw~>PmJA{Cf(h+b5@_F9%jqMaC1VpRUJ*h9wn)40?$>t zx8j3H9f*GP@Y1_7tm-yB*Pen(r2nWO{ zck+*O?^{MFMvb4{kDuKHhXi(}xtVwE^-iF$^Wa;VU5ncNV@-W-jK=AZub(I%W8~+h zD^4<({;|%sK?H=)OGunzgi#FJ+)UM5?6h@AIf{s0Eq+eM&YJVij+*^tukof5^G)AH zT%8)W((i_XEib-I;tL<&rvXN6B-^xvPq4C9AnA)2ee#i2j=Y9H?oKX<1ms)f6_tVg ziZqH5I_KUVSgiXlSb>Jyp*orIe&8>TBFR1Qc%*Rs(r`6&Pr^JSs@u3LcLbjWn+>LE zI9fua*)QY99XI7(_1xpPTiplkma3>sr71sw=kayie0}n_#Q7%EBPXZiCR?O*iTz#m*Eg0qWo=emiOAE_tDNaS@5y{ zog&^gdd6UTakkcE>ur2a;MGos^YpHD85+wroS}6Qlx!uIk@*S-wrZLpXokqk36@PN zZN}&fJ?CDt#Z*hod0QmDW)NG1Hw>QYx~}QuD%WLcVWKj+7hX+!jUGL&dt8fGLrs5Y zRW*ZGUogP-QPWXezH@6wi@y3dM*F6|Qs(4GqoC;Y{~rk=@uQu`}q{IyR2mgB1qd^N~GpBAr3WuNRBr z{shaM^NE+kRbs!n2-o**;#g8gLSy!(QZ*PbB^q78D!;k(M# zZs|N>rL;LT5kInG&=|i0!?}hYVDoB^v5z|IlVyI+hu& zs$xai`t}Bg_ES_r!iEL)&tI$Gq}9pwG4Pry%=o)=D6wp&$yHR>Yn)r?XV)#xzo@h_ z1Zy5DMAgJ>Y{bM|WIDTIBoj{0bn56c-&qs!#mv(wVW`P@SZL|)Dx2&9hLe^noM~u< zimJ9>9X6BTE!-a2_V=vStR|5a6H%rUSgtQmGTCbmlU!__m&f!nR~t*K3*-%7WFg&` z@E&le9DAx#!=K#g=zWZ>+c&!E=knOHUCH1KA+8G(&yK;u0Y!?M8v2V0HGfa+vd9!9 zeOEq8exmnYbAA&XHim`ODQ?VIn0|}uNhUc2N8OH-8)!Wg9>M;l{)@*X$5+oQ`G8~t zCS0I~$eQVk4h+q9qirc=r^hHYlpu6!f09X9n%{eK(43+=ITTbpQwVT*!GW%3L_fcX zV9|s%Y;|;tGyRgKrA$_4am-RUdTe85-es{6N%TL3v(zn5dg^UZqKnsWfk?P@5K1H8 zlEWueRsS_Q9~m|@%i(|Eb5hT!GiJgPXBPs+AmV7i1)Vh&_hrEGo>7$;z{gJB1Bn zr=fn?RFk3C!9%f-V2QhPjjL?63@$J@F)=t0+$9M`#-oDip-V!f`6S&pjYZiRIzZ`Y z=^;G>g20FH(w0P|^mhyM)7p7i`G><>jbsefA1#xxiX^ntI-5|w;lR^$mcNFozshG3 z)F$L3B;??fjUB`v|BX)o7f<$P*)KPSc8LPj^MB@33olnhHlt4dPIj5(0}4J~uJ-q@ z^nE`=o9YIvs`YbJ96V4;S;{%sXbK}NrI`sZU9v{P*l0_YF>@X`@I?NkWT<3iI6(G9 z*i9#Kx}!ZdV;|ZKx$#V`a$xF#?=z~>-p>s#rhxUdY+x)h$exE8-hA@;meE(x41%({ zz#F;F4)R&5XXh`{M(!x*&fCo;T{xeNTyTL2)E-V}jTG!VPr>7rHjF=3i~IDc4Td06 zx@qT}YacO<+J`GG3YAJao5erxH>IUFn)tW6PdvoFvsyn)f}1Qnn)%i05=8x7WpC=0 z{p2x|k&!YMnKDzi(VRc>czl;H>tfHbSxr-G=n|pUY&@Se)jd|7@j^W^@hwL~CpTLH zlEysuoU$KJ&sI;eLXj?aTPFJ%=>7!&o%#lGn*}AnCx*_#Q7VOoYSinU`(AT*$ao>% z1g6jv#b{eHxL>$zN=fQ=N4Huz_+m@+_tBG)Ir*-tsi`tdOsL3)a!Q;`%Ft{!ZdwFP zPW(!iu#r|jOVk*7%5qxCN;l(Zw62A7x;cU$+=)_>1q`nJ7XJ0TzbGq4B!!}A5k{*0 zCzp_LG-onWI=61e4(DFihDF+TZCU9wo~gmoGgPeGG`qWy{s6Cz7NfMNQ!CZ( zRjLAQI(l#-{Vy!%yg8~{VZtBHGn^h+%50&-D{mlAQ(j89Ap5%l2(0V+MbYke*lm~G zd2@#Tp|CJGmI3$!#|+*%+;gKfg2Ld zze1UDHqua6r)&zh1 zbRe7H8XSO zM=nWO5EPv?loyt~ zqxG52N9wmukyf-x-ivh{ZfCx{rlP*1igxz*FrjzV_cGRnZ5ofsbe(MT)EUICE03YQ zGb6_&jOlD^Wr+?cQGPmueUj{2;Ejc8hyoE5e>vpLD6{d?mx4)ArP%G%ldc#tnjX15 zfWmn%!wI$f-1aZyjBclUc*dBuHCt7Cg`f$2Lyff_piX)RRTEISEPR!QN1Gk8)H#$m z4S~o>g3`@Ct{1R#33{;H)AcqCc2dZhZ?D%Ic zobo!SOe57Ax7JhN!g2y{C@csk#h*2h^VD{B&s{wm@CT141vK@g)0XBzUpu$k-IvWA zDwpb_Ser{`!OW5j{Hv`(yWHYSiZSZ5w`C0}R~cq06zMXwJ}h=M9!?x>cQ}1>+Z#!& zCml_aQ{h|NCmVFYZCpb(ikK|6gC#d7Sij$5dR}VQc20J(`P4CJ>7rG6n!57;PM(QN z70xP~vSuVp+L#Ji3{nMRai#3o%2&J_%DD-}>?DmkMM`<&`G*W}etgt#tem)QC#1iA zsoXa>+GSnifgds565rJQ%_3b-1I=d2ofc5f2~3Xz11OVrii#;k>hFgrNGV+oxqh=X zOrTNOy1K$Dvr)*9-gDb^iI+m99??EfG)>>2QEw?^Cs0o`Su|}g@sOW&49txtb4ZSGIiQcKm+SKW;G%~;r6N7?ut zT0QSS*~sKfO5=&bo@@;BXI(|D)43}^CSnLn`^h_0V4<=*oXw0y%R~hyI-+4_lZQ<< z{61_P>j8bl$V``c(D~gHYm_|Nh^-ebVpPZ>dqd;M%ANu)*)d_T67GpOQ>9X=!}O-k zT%8KC{p1Mti@F={ulW%pGCEZ#&XbR#bVFU@>E-MKF(vtQ(JYUH05?#>w3*=}k)cti zCsob49`)VO)jq#>wUdK@mX<*A@^KA4!^etS=~4)?X?nt}Z%0wV3%#fW{VB8833I#a zy!Dy(@jZd>is5lG!$j=Y^>VxC*?`^rC(Ozx1SkZ8t#;$MLEXordKWGq-bp z{&Kfx?ls=}(rRz|*PB>VIEnYajqnGCi$2Q2++%>H$vu|Go`6ENDpGC8a7ZK^j#wbY z=xBSxQhM%AF&`4Pz>AJ5&44J6)%3Xk%?vBVs>*7HHtTn>OT1yAB*wv@h=-7oi1%)S z8|`(Bolf(|!BwhD$daMT11HRv7H{d&W&^I6Pdb72DtDd#)QO!lWj73pk=L)sCW7`4 zg?G^a!nEx_3v6pPjk`|8v5D`rBj_!b((CD2y#to$G}jt0(w*b_4Hs9#B~>Q#XxVM* zVJlJORi+Y5XD|_k*Y7eKu8Au7maRL%q#>7Jjie#%=0n;?^;yKRx}lKqPVlaYCZ0}` zE^#xaCXEtU1O4R@TwD`EogL_{spT>sD}sN=H%2aspO;0DT~0+ZnP8^;(a>nII;n6X z94otP)D4X5oq#yI=dg-<`&EX0(O(BqO5G#h*t?N>6o@#O5gENxCeK~dvdL1yKrQ4h z46`{+t;z$A4IDm1Xn9rN60$aahE41p(nO#cF^ zl5%I|u1H$IjbLh0$Li05)h_IoF5pCBmcP;+BHfLfJH~2pv~S9oE-YjYHl2%=W-Apd zWh$w^m+i7Xq$Ld75}3z~R)}}-gKtDrem?Ryr7HZuvk5jK(l(NyoGSBUKD={nby#fh zTVz`Pa9>o`jL$k@b)=Yoas=me$g7(AcN-an_uFW-3?&92>u$MLOe)^>o|% zrZ7tNeEyDZiHbg7HZ2}Xi57G|wcgST&rUj>{$0Cb*6NbxqFPi2avYs-Hlg7zl~a^5 zI!vzegzo`0V|vjvm7XRUg~2Z0U;41J^rz^-XVysGOQ-+fKogXYjV7Z~5~karb*G|t z6Lkg}^(?N9n$?}|S)jPxPZ#7^QmRClX_(PWM+ zw9LS@y$(T7_I9{D?V0^y&`7)z^{uJk`orQKAe};yj8SBJa1|*U{AZ*mr+!rdCj|?g zw|lFn!c&iQnnMA1VkLyOVEN~ANRLyi@_`0|{)jP81!S7CbG>NZs$5@6y3%`pX$P5@ zegXNT=@T$CVE1Nty>Bn(NwOfyHF$l!FYf6X!KZRx#k}+xefN2b>2-m&Yw^Mha0Q@^ zmk%ul3`J|+FzptXmq5Ou;`yvnUtucAgNKJUE<$1~+q6O_GL2Jr*yVDi^k*qkU zUi+;_lwIb!L}-a_iOU+K8L|=7lUniuRoGK4l6hP|dGitR+G3AiU^3%m;>d_@_8=y_2itTm)SREC*UPcW8Tq9E(J2 zF4nXwKNg)x*rdPYy-fK^xhuqc9AtpS;j-gnjA=7TB{JVKt#4?3KZ6-4~ z0D>RS-af!WLz_oEHchD>ZtTxJ`_DpDGO3FhZgw1E3Wd0r2o46u?c|7hy)3S$!~hKI zXjz7f9N}t*o40;cr>%Yruc8J%`Jk|3Xq$zx!RT{uXa;7hJM-_=6&C}?$qmjXd%e+V zOZFkemJHXV!_CKHf&exdel;@Y{n=Qs0{B=goT~FiJG|$w`V%gCby$FIVUZ>b#ekpGg zJL>&8x&r5hcI%Yhq?+88VEghV5J7kwAu`IWI`!fL$ZH~dy;(_8Y%gMi-izVX?u3DvjPy{Sl{N|Y0CG}Ce>2(?+92|lg0YENTl|dJRhaK z^47J*Q3nLe^!w7eyPr<1K#6du$)1qZ$E%Qd!$~>Bbj2(ku`a2_fAmCIjZw4n>5ATb zA@Ah^`#{}A`uRft^9|+$-i`JDfusb)`u768h5G3MeR6O30Bi7xdBZ;un|_T#&n*C9(>_OF?qLA!!ni@-+4gzP zv4MGE+)3O$+vR1oXy#eZ_i ztA+5Uy<_bQoi}4Ox8lbE>4APj+yn0W%0mDl0O~>h^e$&8E7n15!*!tylj>W8Dk0Us z0NMfX!gHhMZ1rCO>B6#y*&}PJGy|3emxH^fK?z#npk*)5Re^>_Q%1&+(Qgith|~tG0+E4^_nddh zuLe5$F3Z}t+?V{oCnlu~tPK*woEG8dez#{`GA2slh*5+JQv6KCNJ$!0#6HL)j5lXp zxqInHOW;5t`6KrR@ss}s{QCF&=fM}_XXGmx(D;P$J$vA}0Qmet+Cljl`cmK={SkO8 zeDl2dyU_W0JM_2cXS$cRi}+jBL+Y)1&C>QO`4DcDzIZiQFQQhWcTW#RFWG0Nm#Syr zOWH%iE&V6`t>6h|zw|TmAh!L_Wn#?Fv75jL(vQ$S*geF;<0rz5y65t&|*; z+~clU{zu!P!l=-K#=gNf(LL;I-jm;*&bPol<0x?qpnY+{`;&6NiJjJ4EDilOxrcUZ zvSaJ|t>aMk9Dd*GGy6cTeY1VDs1~v{yj4;Uxo2vZ%4g6a^$`6ga$)*YW&mRtrx+&) zXZW)Ha?MNovTehG^lt(eUG`pVq?-8X8}-m+yHxSyo78aO7U|Y$TV!!$5b@{mLGTu9 zOl8_8yi;gV-~iD*P^;X=>@CWxBnG7CFwYiht5gQ6>tp9o_Li#!M6b>kmCa#mgjUh? z0J=i}&gn?e#}S#2H16?U%X3U~%<=-ZPjg!YP6Bu^k%ONWAxDykDe0zS0gngh|k=r z%TkmBG?g6_NT8v04NEk05YMrOzb9)tDjKcsP>a>fa(+Kux@UsdJCN%5kr zmU4Ukv>(K}kpF}`KjfN|`TtZz|HQ}tWGu)T5amu2KG0*!e6w=#MgKHD?7#ob{}CAcFG3EM|1Kyn(*OEdodh(1?tVXT!4l2^0f|t6Oa2eF+5S^o$;Hsw-QI*= zNJ3cD&emD^A7&8xUqlRy3``7c|NT=P4=6XB%YfH~xXm>{?sxB6L2hng`nNO)+$D40<1rW8XEipZ6I)E}aXiAG6M%mW#)q7QavF_Yn8&A){7%scsm!D3+&sSKj=KF5V;t=Ug z==N-Y7(eQiKj>cUUUV!H!KN3K!?;W(rz&2L^VcZf`@I#P`yjcm+kHgj9U3*Ap2NG? zoo}nx(M%+g15O_A#}Vlty^qAn8Lx-aochV*j$8TK50;;JYDYERpWt@-X5GV|i;ddd zyG^ehCtgS04+cT*uYI(fVIx}>gIkC7fUhoyYXKDVSe|`NPLFS<*#m_ES6=BqZdrph z#YQ*Fk(DcMMdzt#&XmDyZN1Mx${^o;ZBiNTqVAD`R$Hy*nfm-tSNA!n+Gl@)k{Rz| zq+``8I897R=q~wMOh_o=xs!}j8Zx0&4>bDC0CJtNw>Y@tiXq2Y&RziVIASm_WU=+k zE4W+aN0emX=n3@_1Njn52@UwY#13{vZQgSp&%i}=w$bA?T=gefQ*Kvp7~n)26coQP zk|fAvWeyo8KmD-~0c`Q4+pb6I~4c?z$|?bB8%TVEbC z{=yRFF&cD1?S>i*oj@XMHVbWG(Yy4tvdnYf`e`Zp$Yii#i$3uD5^A!?egFD4>z&>76>fI$Nh z?#9h#@yJIG;l7|pg(u{O6VHo^Jd%d2@sTLmoDhaz5%o-1S8;yi9QoMEC>w9v4TPVW zh(x}y%8K;DRJsPUCwzNs{^W=}o_ci8eU{ktld&?4v9in`3U0-QaSXw9TW0m1P|vDn zFyY@sY~rkC`~ILsoa%U4_*;M0TGcYa&Nf5_9^r`!PPIEKtjL~CH&|(v*GZu6-&{-k zFy>re^T+e^6PTABMS()GLpp{v3EU^X`@Ug6elxPJuUaW&a3*CSn2Ja-CE?~CH{c#& z(M^@LXmu;>g4nw`6wpsE8Y)|-5L4L!?Ie7VkCS3JU%L*n42r&gIBOv!LNq|#Qy9-p z;Qw-ShN`pgefkPtN%d-g=AQOmfGM-{AvA2E=!1qjp zy=TmLAw_1S6SPqp`~r+eXwW5jo61%`CE5$uJh=P$B;5~%=!Dd0RIGrq?j}A70(xlk zu*Y0o;~0p@!N7wO;+-*?72xEOWVOiGK>Hp13OdNM(WIl7;Dnf$%#_58P>Aa0IG5Ve zVZ#|iUWQSS=)`$yTw`&`i%$hd|8+_i!@fWN%nneDdTX*6$e>Fb8%@Dp)kbCLr5WN2 zzYR+I97&9oq%j&TY!1Krr}r?1(m@A3nUnHOhd@AMcsLhk;<;tn0J$%L?5keZIWCTH zIv%_y0%BpzfKW0TDq^h$%7Dd8vJLkH4AK$Zx>~215ek1@t&U-%T2jvBHj+2wdAgcp zNrw!gcQ7xFkfr!ai0YL2V}3POmC@G?g0E#dzaGIUShWwDi`43xb92`4P0EtRc+5J! z!kwC7Z-(Dl{ZA!&0qLU=pBeQwJyFE=Y|NGiP9=yZaL31D*lD% z>4@wLY+X(;?O3i5t@22$DKg4K(z9U>{JAFN#Djg`j2(+k5L>WD&{}2BY8fBl4>*zn zo7x}_)77zjl83koEP=`{jcK>J9DhC(Z!3e%m>)&yF}V@#IIeF;Q}@|QmAq2d-V1B0 zx4D2d1&kfjvywp%1CJYm8%GnI*rzf>0xT4jt-@Xy1rLOCPDKE=wU(GXWY0%idugKQ z97HNFRuNXVp1yJ9B3ZAz04w>L)RqSs7t(q{ljN$TcxGt!RqpO*1!VAdNIZygRNA3( zQC23`tRV8l$841G>GJGyeq*uAm}@SO{ug;GRPnAd@gztqJfcMnha*uf@zO4`gTF#qfIodu-%K}9@3`(8Qh<$>?(X)EnI5b#+K9pfc2khpQU4@e*)TUb$>xHiRhMo=!yF>0Y z3-~7yN?;+sJ-M)0yYFx8DCrVKAe~c1xisSuhK39~Zay`3gA}PahLHQdzoP(0m2`_NE{RN!h8{sAhZuupff2Qr-~zUOTM z_r~@{y>>&w`*nuxxsyoM2u1{fdr?-Uht2zQf>IBy5^pgf>l^bQ_H|d;?n>1jy%i(FWb39KS(l>o_zJMSCjtxVm^pnQ+7{-en z`?VQx#^*sd#av@MQah#L`-VMf z#VqP^fZ*{b`HnP@lqxB9U6GJjMh8!kz06MAWmNi(Cyym8QF`1}#wY_q6f_Ohz80PR zl5BM=!@JjUXt;l?%nHl8+0A?^Jr%Db>wwuUy`R09&`m6)-d}`+_>f-%jxn6;kYQJ z{cycbv9Bo;?vkVx_S~$SV7TMchYSX9Wk9yGou?%LTm+yI{pXs~WZ!tyrr*xp?v_6fDwwkoct{^pdJ9?L}k zEIWS5wb}XhVfn`>q%u9yc;UeKv|0@s$y+>zzP24PlP3?p#Z9{GqLZJu@qET5vVL0BJieb+T!wN#xNmh|RbDNVI0)`>udro|-Sx*Zn1|0< zcB|La)@63o6x$_#P*BV+QY@@U&OKZKsOV7VBm{BZ#cE8AT!ru3F)lVfj&#j^c_ zdHjGyoZ6aRo5-+2fq^d2`%lHG`=fsWyHR2#*0>a(Z{>|Y%^ckvx&%FU%>~Sh^=5vC z{GoNuQuLM(Re`;_{NE3;PDUZ%&Tv#61VRDUlvqeG##n2Ay~aFdQgms*N!6AdD~dr_ zjmoH&?Vc{bu*b|he#bG5aI9lsSn!UoTlF|?kElzx900g{z=nQ{sxp-xFLT4Qd*4gM z2KgKkU^^cLlNx^)mUjC@SQ})^H0^zE#_6X$V5TQ=eNKINwqhVU9+{Gs z7;*4R$Aku0J%NtneQHRN7hw79Q9TG@q!@7wTCZB(4y3Nr&~U^70d8@%Xz_aS7&_xS z&%C8agQ=`Q1qsGTzs!SlDOJxpj3zZcy}*{w`&DRfWd&^w*QaTu z)RB{nFz)F|rKvHiG7V)VnydQi&-zQ%uZu8f6~Y&FEn9l%TpgK(XA4*A{}gtXL3KpY zn#Bno+&ws4+}+&?8rX_Bbahvq{?)ts>~F2D zOs3%0l{Ruvet=Fjs5iX{9c@#tyaX-68w^mM7ESP3nB_)keL;Rqx~%6{xE1O(G>Em5 z9Q}o}t&cbN7Bf zH>zx9Ik5{mqGuM+?rH7#BDWj2i4`z#KrRm2+w1<)q{Gwpr;{$$H6eHxbcVksql;P( z-#j)k>>J_fi4VHbocjQzX>tMX2AoZhtXU;HCTZc37ogx;8bsReX_tu{UmC#~W1Q~Z zxN5n)Q(}kmH81T2CYt~UEtr4Ka>qrppuVoBf5%oD{5^K4I{m+=2SQRbEv&~T&w+tI zc9Vl+^+JWTUFqD}*d3pQJjSV!KLKI32}+a$MXAm_I5#3Kl)V_{y)H+56Z7`g3U98T zI^>^B4>%po!npEtF7Q5P>0@Ywc{}2olI3a9#)V_mu4Aiq@_?$nT!_r5mXou2*1ob zxQ-CNAWQ)7kyZIbr9;aci(zFor6|h zoJ&Eg%Cd+$4F>FzC773(rmj z;$!C&^rZLugN2hCR^is0YB5Fy0@T0qlh^; zOG;o?3K7v4X})ZawqCMmU5`RpfH7qVjT4hrN^PC^MuC5G5!jy09}D*Goi+3}Qutgw zeXm)N8pXzU6_mL|DRjb{9t@R;GDTobsc+)<36XsQ75`cR%TyNhB#pW&q?44{oYx>@EXG%g~47XVP<(k@0s zO%V|!H5-10_iIX$!?nfb3L)l9eW!Xr`ODMV)~#X52lEFIM3weJ1|LP9dcCrQK7>v_ z!Ul(%W|#cLmb@E>^S70ZVH=pI#_)hemycJ>wk(%y(et7wM~pz{e~m=V*B;jRD|fJcJk~w$+!u!Vx1d(Yku`dhcVc>c zLk~xhii|B2`8Jab*;A5TcVM&hoVLhiGtQA<)Sbac+cy*(lbhUVF8Ewv!Z5m{b0bL4 zRno}8+d))EGDQI#`lwQjAp(%EazaUWK-zHGhzus+oakLNG)KvaSXZB9tLf&dcLTfS;V4oGfHdb&biP@3*mG5R_*6Nc zuuq@w9HJw9^Qlnt8Syx-5%lUHpI8>D5TPgZ)e+WEdbLtqWY8LZ-rCxywWnl^v5A9Y z5>SqTip7TJySSQZ)5bf7B12;gJA^QxU0z#}=q16-~_-pCxq4<*5VeU;d+SUei zxw_g>c}rI@Ic(5ExBYJxiQM|BxJ;5NOUwQI?)EZE0z=aW9{tHF@brzMe+ng9(X<9g z%^HMiU+>UNC+?`3Z2*+{Mw29e-Tsbw3EO{XV2A03ja>BTrqPV1VInNSR&DF=O}jt{ zDZ92IOaZ7701(Ns*J6vk1j$KC5GIAS2(}_$Vq9+KB)1hGX3B>4TG^Adgg4ap-`Zw8=2&9s6 znNUIXobjlnv2ri7a%h4%%rl(v_vQ*CbIz&0C3~Ic_}!rsgbawGTL-Hcos8VRd3FMV z&@ht+pHw&T8jL`aNFA?6X$YwTo+lVu_&H5(aJVCfP`0flJsxS1dUau!+4OEDq=`J* zw~yl$^(z2rz6-$X0H|bnlP|cu^_Vk-N-N+D9T4&(8OvVg19@Xt_(H$^IsHgaR&LSCrKZTeT)BpuWUWMt$B3B08P=aZVi2&9^YM3?SF?1V8W{6;;(5pzQz0m)JDqG1shxz9;)qYdsvY>c zfrOvE_0*Om$eIHtuT?TaIMBqKnG}bZS(2}6nI;Q{RaYxTLmLI{XngsS-_%j-Fs8fK zHTSlu&e)ooa?HrnAW871C0Sxz-?xg{M>x$=t918Bg%AicR*#L(CXl5L%-PI450;LV zM`$Cjkda(r79>X~@R{<2*maP(5{jfqFp(Dxci%=DV3NKwf8=P*JU>MD&J_Dy773?V z{*3OwdTxu-3Ja{iB#mOQy>{l~ss|Q$uqib?9v_DXs2W)M{?k>2(}~EVWYD`D@RXV> z>68&$-B1?_0G=SEiy~R^M^qvItGmsoPV6hvqp@j_*!Z3hkm& zQbd42DO>O-kvbD9WPpzEm>h~D{^@xoZ)rR&6q?nZ%%dGWfvK9?H^X#~#=b+x3#UHW+jRe7dHc12R&_@t@gEAjw*1ah->O9B8E#n6wqyW86E->=Mbr^I zWN+7(Q6=cMx45gSv!dPbB!2xLQ_QWMs58}rqQqde5KVdmlL~KcAf#!E*6%87>(nbDfE60>2*Op!HKsd83t4?2PJ@ehEX;l zh2@s{6FXb)QyWYd%AM?9s-1MUbtkEuxSGRX?@B`W$-4&wTaCDR_h03N%bW0=0mhUp!auc?61cfJkrTz;Nb_MLc5;rPEKe zkCb$2L>yUgMmb*Axdi09X%CX6SxG-F(efELX%4LQ4YjE{2&(El>XA4^G4Uw_$xy?g z3@>vuA6KXiaI93$YKG2n)5YLPgbeE{6;zz!!QMej`!V8;u$mng_{#>0`GX$4Mj2s| zjdgS-DCPZvgnFH0^>{5lYf9hl-#j3sfK#}4!1265KaZZ-LBcGVBzste7iDC;!QR7X zajSk@(C_t3t6C@= z%4y%oH87fj0^nx|*>#518ERw?N5WvV3f&FE8>i{G$+Ga1?W{S*WP{aAN_N#lMSk38 zkW{p$WxB!Bj`$E+)eWu>@=Iw!@Nr&qihkHgw^rwg+aQUJyf!SWvA)zARLnl(YCZR- z7o~4F`66g19!6bQ2BB=y`af0AX75W&I}{^{t8cj4SnH;c-?<|I;14L@7JL;OE|=04 z)Nx|DVx-(0Qq-QL)okY6(_d57 zbSYNQYD%OFgX-<>cNrqciHI6@>j(}H3TrJ;phd(5VTCbyV)>LhO19*xCw8Yn$@a9LeGM+` zGD5lAcZzcFrngF{f1LJ26MewU4AA|Hgnw$H*S);5`7iOhUyAaTU5SC=exy`(3-Cru5gm<&VuMg-1+wbhJxi_wKvJcppB*R}@8~TD;oIRkDGF)_19a zD3b@=d`{F*Nq(P<)DhwA!Zt@uda$;7qaebkfG@kh7Z#+KAv7Gc!Sn&W)E-{xiNPN@ zP+iADxf2AxKmdOxX9HDBFOp=X+H^on6vMXeaE~x#>tVR(b$Z#kmxX`%4h+Kvk`IPu z9Q41b*(}lcDKJ4J3KFDCJL^%L^0i*>y^+wbkdj%Wv&fjJ*j?j-w*5yOy z6DW5@(&*(@63?Y9w&8(GhVD6xVDn%tfy(H zu@eG+CHT)<8%}%i9OLzR;&Y0`X|4>7g8F5;JAMBNpqxmgU)7!4(HHScQQCX&5(Owx zYzT_<=8u#L5&LULYqQ2`CwcyJFEQ-TmdA4r3BtnL{&+x*;C2 z5S%(mm)2xj#^vQnwB57LE6ekWFE=_&1&QegNX-2UC4{n){aC%setqNOwqAX`xR?_2 z-GXS_{O-;ATBZ)ZC15u~P~dj9_thg(jr*U?k@NVj)gNI>Q`Dx-Fo6#z6f6MKkzf3W zxIrh}-GJkcEz7W^)FZV5S-F+GCFLF2E1CjF<#o6^)0bG8LTy$%gfyxt&WS{5faWm&jCd4 zU|2OVOA$;Wrozx{xa&31wFzdX{i3a%foZZ%B1DyWkn76MwCZ!W$$8=ZQq&Q?s3}SR zbQOyK1t7UV9w?BSE#g;nnA0x%sjw6`bImgs?^>EbFSCQ3e zjIomXU3eAqBcowYf}O`Xg)bxR8dwmL+tSDhBa~nCFi3b@ADQx%(&}S&^2i_dU%BIUh$ODcd3gZz;XD)wyMr%D~ zi_WS%R~TXZn)As;+-iV%P|S_O(?5pBS!fhzM0E!i^E5z)ZD})X==i9YvTw}!U3@$$ z9%CX~Fc0!#OesKwyz01bv`89&Y$cw7W-$s053c=xE4sYC7@#=59F zbUL_c{h1{`E0{i?1vcc`s?hFl`ukk4_FN-WM!Ca1D)!aJdFTDcUDjfByliq9W#pL{ za4%_3lS-h}=x~Q{n5fW%(ubR$N4`&b-+js|4`ADfEhX8J0ZW+ z7}+Fq*0VOo+s3(*PRvAmuXz38s$t?YQ!x{kQh!f7OIs6|{yQ*r!}1#Oa6Z}J5Z(4+ z?GO*U@z18L4+d5aS;Ld{GcFC`Z_q~Io=pZ_<0`Rk)`@nZG1i(^OO6RjBV1wn<`{~HvT%jOF7)!dJa%u-VZ(;`t4#8ht@wrz%O*2a+^P={#Le@Stv9Zs+ z300l3zljna8U@h(am)a*kYk&W+gq+*kv(tMS$*RW$Q!gTVZ}NHxIIf~z{FJq_Pi#k z^TMnq%zbUWbl61&_*U{6=!rH}a)x6WU#NeH`lvPX-V zyTQ%OTd>+^i8ln^eCuHS6}~l#=W2hG_>ma;Vd<6MF6UBLHplDC&%Lrn&_%?n_9$3| zle^8_5XbLbtG?$J@8zQD_tG>K-|084eiePNrOv~T?#{JaqL+*0@P*&rb8|N&GLpfxxjJzD|8o#-%O71B0U5IbKhu!!!Z80QLb?;v~S#qT%1)6hN(5-a+ z9?&vzL2T|iOFe0RX2@&05dP)ZaT(kPu=s}mxtnYQd2}($?%La7d2OhOS5EnJ%&eoT za08v7)$#X)l9KvzAA0JsymSAM7{E~X8+rH%cKqFUNRLJqS zw)8D}qn;&5%&zy4yQ4c^PskRrDkkdW0}T^r)4`0y$(bB_vua`ccEShMsrR1v@#`W5 z0M$t>BwxprAU2VOWw)D4qnp1oSwJ5X#?;R_UuLR%>HN1}j`S)}$CT3 zo!PZReNMp1tX^H-VM#-`B{QogJUo-bxg!zDRhXU=zc05#jrl(!kwbCe?*aVhlZ3d; z4pAqy+hKo#UG!p*YDpy;q#4z(mP6m~x?{;-6*%76p33Kmi4r@;c)Y)#UJ2voe3A^( zPVz|F28WM7CqF)g*HTLfV5RFyc_z0cnt_8$6}-D9cg`OSUY+1 zrO)O-{J!kdoyV8%O9{V^2JyW?1>L96F-k>t5@KA=kxf@2C_{5Cd8l{}6>q(AvjTVr zXL0;kuKH64S;6ASh{B&Fz>iRkwyWWcwix46n z52wvs>;kGe&DY%uN4t^Zy7cGAbHbsX7B06-ZcEzaoo{PR=CE9L)c(@FEw}e|obH zO`sjVB=U!Emr>_}#P%8DQO7sLWrqbkU{&ckhwx7yB~V3K5QzOp%kR&32lX+@w(zt% z6sh+-pQOH>7=pMyWp(Y;95NcC@A+iq)UmarFvXF|QG9cWveL22oA}}i(0drAF?B4o zm;^r^^|-Ud=xM0&S;w|lR$(wTr3?bJxitn;nBB8v=o2;S6+F(LL_J2e#SbzSMm6;! zT|Dp0@Yu_N9#=P@^PlWwW=8g&+8tV)O-uK#zdBlQesbQ20bM*eGncB|qHj0$934Gh zs-}iZB^v3Q;-4;xA3sa&5Vj5oz52f#BDkir*gD5rXjLcjx7D2$oU~1WwnUewCrGSU zL#=wiu?y@MYrRx`&OP-@MM@_re#^#d*y7txL7=Aq--ZB?XXwP2rVtwp0qU0JK;ih*g@1$Nl>EN3vvjNU(9r9% z+tUJF?_}6d-}?Nx*=FW!r%{jCC*{4NIs4t=QTW}r|5t_p<%h3#dwiXRI`$mU$NAa? zHHZB3#>SD+`9qH#+P~V=+bgc(ni*|H>Q&@|Wr&4N)1_FaWB(aS zxLS!A$kki%oCN5DWzr8Qh>2muy|2SC-$V*|N1+_kHFL_m8WKZFMm(i%i>tsq5(Hfk zT%eRqol+mnG}@sV1e(AmfMmz%M-nfBz|&Mqz`wRI*)C_TN2}-MLV#^g= ziMT9n8}cuN{Wq;a>ifSn3MhKHb@DOEq>K>&g)$TmIIf!l!J584WMa0M<6U$M729u?-Oyt7 zC`4>(Q(zT&lq9hP{1(gm-_Ft7V}DeBiyfxU6_F&lmK`nGQZc5Hb&P}B>9?|mmR_jS z_O@yPgNP-$2G6%;2ZT$#<`#?b?y>+!$EiC~cqNHtOo zQ?60}+{|-bJ$^mP`K!qXQ~hK5$BE4>jMNjFD--t&o3M;XyGbd2q!6pn57t`fYy$B} zv1EGFs95M;3!*cf&|Pk~-AoQ4G(+T{^SIKwVOOpaqsgq9OE~A|KgPeS65^7K7m|4Y z)(s0hl8SVIqM`PQ6oZHDB!Qy|Lp1o&sD&bcq79av@auy1r6C?4o_S2zfhw%aNoiIV zo_k*5Xaq8VGBE(vVz!G3Eo9o63C*R0jTs;{&&@^%5Sk;YKyc%Kf3r7a1p5pTQPUM{-)i)^JP`L_gly%>wmosZJ95k40{Hnbr&XFw+_Y*Fk%Mdnd(T(kVvu+kCsJ3FazCzb??_Xh-iY!|86tAK@nW zU-Ri}_q$oIAC8y+;M1C;sI8qbr2J##!pdQzl#H}Si1t-DsjhAvPgfa6OL*63rQZ1G z`gO)TyI)%h@KbGNO?}>@B_!i1N8t&yv-W3(c8IMM&~mT8o>g%;rd{JY_Rl*XLe}Tk z;<>Kjg3XDBwr@MpTSl#}_)}N0+r9alx~4>gsct9tvTpTqEW5swqxo$Lug@gL1^-aL z28RGp&Ew?(MEgU)W{^}2aNQ<}@a(D9)oxeAxUQer4Zp4P( zWxTz&G5`v^Mpwur^Dn2vhB;Wlo$QC>OgayG{$*9#PkZwjJhgDM-K$oz@fqypqo8aW zWUeaJGX6-$>MDR~S;qdGok8aP60E=ntdmgp{o#Bi;xv7?KN@n-%Kb_@*PVM$Ny~;9 z_PWIFdbqSV)_h`)O!1K{`fg`HVyX*LoF}-&RLVnvH1#|^X zzs?&|tV?N~grzrpU}R+T9p;tw9A|EM!S!g=>fQHiC?t!>2ZeTdvEyzRL!flQp2st@2&77Ro3W)l@MxV^p!T z`>L~FcT^aqZO!aR{=*aR vN4xyW1xbF2_TN>U|3j_$Kct*a&W4W8?vAEr@GNYcT+B@H6cpl$67c^G>X?IR literal 0 HcmV?d00001 diff --git a/report.synctex.gz b/report.synctex.gz new file mode 100644 index 0000000000000000000000000000000000000000..0bc8ce2d84c2688750f2afd2726b0824db966bf5 GIT binary patch literal 11993 zcmaKSbC4#{v*omHdz#a>ZQHhO+qT`){u*D~?rGb$ZBKXa{9eSq-TmWjMO0+n$QyYo zPo9d%TlW&hK>zr!3vS47!-1&1{=lyQ!^QpY^V}ytZ7_cTa zb-V-WHAwpD`?MGR^><=v@TscmV-`VN% za(l_R_$aWibuifK`n=83#-V&OoO#b0)f6a^yY){fwBG2;`4ttg zknpc6XgJsdw}W0Y6f|CD&#r*=+b8e|r6~sf9p1hVU++fMuUy5Yv7N0PteTTS6F@v# z)Qra93m_g7X+p*Q`$5I#J6G}1I}3GxLH7Ck*}GlM1s7@Q($n6_2hq-#YSnv()BVJg zeG7j;7qOeYKsX263=VYyM?tMV-}-@1wnbdxS3VNbr`VJWB($YKcdyrjVnFP;Q9cW^ zc3A65@7LA&pyrm#@ZjVQXWyjDuxQoo-PiG!=9-JR@Y}=G)<`SI4R?scc2AX?|5l_W zKtuLts_6$CV8SJQh?^Jz-+ya&mAb39=l%Bf`0E(WH*@dhr|d^A$o<39!BRx0hsV{3 z=H5zN3jG*IK=)8Vz$@_EuKH5PB6;MZKtRdrn{D|kSBYg&UgaE!blmZYec?Zi-0`*X z^a(6b^!R2|e{&15Oun?oGtmEhT-X|^Uk2jI85p}>xj-!h&0Xw=JfoQP+KUp{Y)O2T z8Tcu#oxlSkY+|RXI99GkZqKi^{-v-L5uw3B6wvYY`ucqQwdYiQ%e63lFhvS&BypZl zKVUJ%x8i|){?gk*WD;h;5siKG>>!~q!e?>X)&2f@yz(Nj)%wpfljTRq{|$lr@b=a5 zja%hAjsHh&&24V1*u3g$a4V+@shFJlds}$nh2v&Bpzj-M$x9tRBw*Xu_hr^U7K7iS z=@FKQFrdc^TWwB&CSD8slH_p)hxQhhe{<_5Aa0Y-<{D=+wq_ux6NpDSIr*A=hJKT; zUD@`oTg>~N8&u~r=)kVy*@yT0Gb}FD=eGBK zxp3nW1yjn!Pz$*7@ziPrILy>sSj87hmS}16XHY33k9Yemi8fWddwKjiXdzENZZth? z&+!rk)EpoTSP}PFzHi&(rJ4pJg>ZAljVI}aKcvFiQbm3#E4ow7@SEE`=-M|akpW9L z$;xB(*V$epqV26#z-yYML^^Z+)_72u<*C0JOcTIvMbX21CmF-%=f@6Lt`{g8TP9o| zYU|`RE_Gg4gGV4Da9fQw7RlMF^Avw7BbJFoI#D_7^QMPr)P&5-aH*9H%-1sE+*qc& z$1PAFu{QCMj2^u%Kg`e20Bx;tI}U3hBiJY zM|#38UKoOO24V|I0ypa)Y@m4(m&{$qC~#;c7`CU3I62@&e}Ba6GY)tlzz!QVz~|}W z0Yi|A;#b0U4M9@wAiG$btO&D5xo3`UeVd%?GF{r)wfc{NM>s%>f2`!#UTV&e6}-7w zhI4j+O=Cm+61ll~IFa(LT4{Wz6Ma?6 zC^Vet#FZ+{GCSi!1(_W5-ZJk~i*9EQw8X#8-NK}9GGYR@9y4JZKDov6Y}bsTAc;jd zthM@RnbofW()M}AeGVi=)T&7>8k`8yRP=8?>vv5ePN7qhbMs2zZ!{p#K9ysqLn64b zI0CK|;eAlM61?e`*G-1=a=?i&V<-9GY^--(BP?*!t{aL7{YK^&`7?>~M&?xB zZ@WLXth;2{yA9-;xZV^${Q5`yTcL#*Nh>SSXmNH8k3p>I&ei-0W0oN#lnXjylkiu} zVm8B!&nqWBXQE77b9i{CP%M%dr|f!?AU)-&5%<|)O(53`c5&K&%M^;67Nbani`UXk zHZ>PUWy%=5df zL!~oosGBfIHDidwS+PjhV=>X5l8{n`v*r1QMr2zj09K+Gc$uV}A4>@EH9)1xxHX{D z#x7LE3O{59kDHM*m0sQ{7V27koKAXiMqLKBnY5v&M1YF_TZGL@_zE%g>f&NzO{%dq zoEm33MM222y)m)RD%olH=m34pdcc*PpRjM@fc{(T&DOdEkF6deF%rFM-|pxaR4nQr z`XQw_8nyu+(a;>DE;=%Pu0O0+KZX8axij`{LlAf}a$6Kt@n*ue^M^wOB^EUnsga<5!p#^9J2IYuo-^Lyq4LLgLut^h;&kuK z26~6!wRz*fyE4N2m7uVjbF}m%xvmx!q(f3?=a#bx5QZHP7^my=kd7C+31PC03-Z+5 zu8Y$EEw2;>(WY)eHHN_*ZLw3G}0<06SnT@?0LM4dA1X~E-Z3#QHGZpU(;(py}Vm)e*3yG=!rekM;D_kryEbZ{pVD)kZKAS+b_tqrvOyHl=CJ zmIPl$SnTgqjVoE&#wCQqjV=MFU0`NUm}@cwO(2(uQQ%EiDnjv`gY5}N$pk4NwhY3n z0efUV1w&Cck&2d=KmcCV+C08k8PpC5KG~pEnAfoaqqyaM-5lZet&-Ng*)iBAt z4o^mG&e6dar#l=|#VuY0;^34`l}lH-$4Q}}I2PPowF;b3RPI8X7rXnO7+jsm=oibB z&fgR*p`|1>|NYqNVV=kzdRPj}%gLvyIIroT44o3E&Qx4*?W6m!0o<&k} z8q9Ny7$JKk^!zmBa)YKc*E1&2{O)wH7uH2Yt@dIE5W>bxsUo0>KgIB~gJ%;AqLG@wN`30d4ZBy4 zh1ro_d1TwloPLkNq|QBP6d@z%@(IXxvH7&F+cwMxI4It&4(C2cH%)HC+mz-I2SaVo zE_$NF7T?*znzmXZ*&#O&qy6IApQFB)!d7{!+uph&hR`kg&m9vn{M18*8Y7$wT_Q2i z`ZbFSB%qRpvt7h_4rEl~jUgbz+edp|#Zx_{V3y(96w!JTtSiw*OCppYlo~8?f^rwt zywNX+@%yZpLvX=A;VAd>5|i`hJ`mjMpocK3PY+cva32}$?5tR~%GY;6s+TtWmnNN7FsO0&utAHJm+Vj zW9=?0OhZW|jvuij1Tg7XGOFsBy}^4~ZZVQ1LDD2MQI;B(E?8(qF!9P)i$>g8XNQqcj)PtXNR2Q*l z_iNEI{#~VHw6N3~hX~>lDX6VR6Ah2j?$5#yHMi^yS`Hp%Tqd|8!%%D!qc$6)3A#J2 zNQK;D30=lwH%)N4mEdeHN5jeX5_C=NNs}TCUbb%HB-;(4AdiQ6Crir`s&`{m1^FTLj-}bHN?|jc90FhUlazA02?o zu6Xn_Fw?59?T2{gtSvb5@KXOUtT#yccA_!pV2%ydb)^@wyMhX)YLXNeGHK2kKd^XMc}4(4Yc ziO%U}1ba+&Bm=TS@NPW=ZNWZnQ;Z2Dd2d&!m_G6D`t+b>7@kg<{6D>WiO+`Qj7Zl6X<~lvQ?QtP+#~ws z<%1Yah7*306j%-$r$4(+ZFYOf9Z}DcM*3HWO)H|LhZ|KoFuOI1nOthE^>RdrDbL+c z+WBXz)iW;bO5wQ>-KjQVSYdkl<0&d2D!w$my5NmnqweY9`sEUH^eUtKlTwoe1JZm$ zn?H+Y>Tt{(Q~D~YW1xdtf{o|Z%0d>vK~Xb7@Knyp{JtnHwLJ1|cKS>$IacN$A%*>% zaWD7+$L0x%2+3lqj3&WVc|yVeHCM$mw0Q!1N;(wxzM^&_Xn8S>1C59ef})Cj#hF{6 z?F_uQyLw8x)5S_fW+~+8UvR=6AYo66jvL^tCe+eGyV3lSHtQ<`#hC_sG0?hmoORGe z;OKmT%0V>feV$}dG#c^eQo8-;eME_E_f1#o47zq9Al`BPsZVQ`jEbIZE=t&lfi)tD z6s!rOm=v3L=VA56AqfMKeTG5N*hZ3?@G#&R1BrFmsJGLh#6kvNMn<8;AXtNQJ@hbg zh+naP)Sd{vnsEL^FLRL~j_~1MsVhU#WS+6uz%47Oe2OkqWOmjcVjtXMDjizSM3~^mlt1jiLOx{8QG!+Wx4PPl&Q@Y{Ps#Z63%Z z4)Jmr3%(HX+1uCnh+3_^FT?PdzNkJ!+=gms9!v?ww$OC4t1u^dgDZx1kzyQu7>jB|B0R`OMxWVg zlsYPbRcsIXb6DdTb4`LZIEX(Lur)>;4XuD=S9&@qnjeClE9!rYu;)f<#gKBAP@fo? zSvS1S4xIX)+8);S`ghXbD??Uxf>Ne_`2qHD+4#gBzN(XS{5X5p6|c@71t)ogZpy+8 z`EWKZ4~zTL4m+h=dvZz{{Jc#GTw4gx^kCTMHg70#U<<@kc_!Ou^CW9ofo*7QS9@3k zgC@Yd(T~=7f-?ebksF1#)NOfc0j@Ld*~>R{*Fdk%*NA=ww>uA+o9Z}RWokhoCLJUy z49gRFc9Upu??RbE{#h4l!~D9Y%~5{Cv#xpU)EjRl(T^DtU-|?EqM750tVP%z{mNY3 zAPb|FrujD;ZwPAhdm2Tilz-C6f`^l3$}kQZm3N^{#qy*c1AR$Pp)!-~sk-#2m1m)= z1CQ9=bEZpmrdS(L?=jb*Jd*7QBk`u#5vH<0rMEq@84jy~E0AyRo6CE=WjX_uSoA)G zo2SpU8U2P5}L&ZlAlIc+#&$@)udCT@MN@aP&0>^0}7&S9AoG6bv6Ku>`%@5gQ zten+H3XM}n4QC2O%5L$Cz2h0U_zO0`eALS261l^%-`xap6ETn3P9*d4nKm-t(S5I} z?V&*^b8$Sb-64@TKDXL<#iy@*8{I#|^}!S6)D)#*m&Ks&Yj7|MZ9&OyNF8KUnVx9p z{Xh>^l4)0eJlX&v*sOyd&#yDTXH5$L$0ic zbCB3g;-F!2)Y6s#v^Z7Hxw)r6pqM|;M0GZBenzCiFL=iH*yiSe#Nw4( zMNELs8bPe{w)_Z3C3$UjdVei6?A7R-k9VD7MVt`)g`x4ox@Pw8JRc-1+G%6bCg0;{ zB>VC0R%786Qw4phr5c7TbH02@&5tf9X@{{NjP_JOZ`ce(wyb8SDyz;?13U+pP0&Rt zdx&Q(dysS1)*nlT?uP7HS_}4nIJ0Gm&RmTRFs`3}qpt9aU`62jklSR4VLM9OD^iUz ziqZs5RsShO-|TMZ^}*u(XYi9-8QZ)dZVk%pGHDX64z|~u%9{C1R$7|fk~|GSEGX4L z7uqyf`cb*{pjEO9B($A4I_t!{ps<08Q#W}4t4 znOc)Ba5l||O|i-wKs^Z=cr2vRnfn$i3=6T~UkYl@4pq|%veCdPPK|@AHa38EYH0;p zt78_D<5~CFs-NccJRQDrbTXIEVqZ!Z=MyABROFAsUe=C+sv4MrWV1AoEa4d?ZV_lD zohMXFx=E`4QToU}=u?pg9dX*Nto7VAWT69c_Q6jw87?PmGDz*XUCzQSy4@V1 zhUwjegP$jv%1t&W3s%JN41UXRQ|7mMy#q0FT1nQb*ru)2H1qO!^pZSx%Sl6Ziopi5 z`8KgD^0@KgX64&4Ia*wp9L3BS8Y#}S_K-)Kn^R+|+p%N1`f~p){J(ork`8EuKu&p^ z=kJ6#oU$e7O>MNjGmYyEp0ine?p%J8Hg~RceW3qcnL+)8t_wu>af+)g-_Or5W$^FE zd;oE`Cw`RGXwTa#4aPO*h~^qL*FSX*V4p?tXcOsnk_+DIleBV_w2_#-H2mF2OYQ>w zU@DCmZ?j+U$E0asT%giQ!IoJ{&}yZ+sAy76)&k45@S30Br?(h~--mG9t%W~J{+DHk zV(|j}h99gfPgeD87ikJpubW98vl9+YJ)%o(h?XXh(yk-NptGon=T90LzU~w_c}m1i!f%x)ra;|jUR__ks z$wwA#YgaHLVH~7nc|02{tYAf1M|b54@88>Cie1I}JiCk<(B&{SD~vlx+LnaNKBBTX*>B)Mp&$PBGZw3+QRS zy!QR5j|Z40Zg@JMZA0>U6B|x3CSC&eOlhqLm@Zy?_DT~BFIZ=tF&S7^BXr8&C1=5< z-8&-Bi)<5Mqc+*$(()#$ROTuw(5^Dpu<=z)Y!DF>l~g@pR(p4PcpyuQ=m_i4HrCOV zZDpW2(Kgg|mDuqC4ck?vx;!0dR8zoWnSn!e`E3g>Zr<&%!ldkR>NEy#*Y2e%jcI*oFeMg zy}J>Xgd)dOzJn#t*4rIkia>kkbtmIO%XGd**)oD7@7%|NyM6hmBm!aU3?X|=HTq;3 zP~5fQqH5mPf~%Fo*2fg@+YgOSVa|Qd-f@F)!_Zx3TG*3f;6PkE-Fi)Z$YU?+G=Rqp zb;op5-ee7F72FW=Dhn+|Su9Wd4U_0P}s zPm?Ev@X09no*DoFd;UUnxy(TWsIlC5MKkwfc@yjV<1ND6eE5k|`+$iiRaf#$)}#?m zU`I9dua3YH0inYt!4MEl;dvYfI6LiMkjtsb18*r7hTx~DaX!fSAVk=X~F`Hz2u;m z=Z8#8oZ7utaG0&C9w0)Vyv5nnhOZc&^by|I# zBB9freeg{TO2e0#oCMu!8UWrk_sXF9bwj_#lism2U*(!e?7Rt@7R_@v_R5AORk0H;8`{Q5fzCFU2X9f|a!pk9A{ z&iODc6815-G6$pE<_Z9q{|7LTMeS(RON}iAu#D+Iqo~%b&IAD9s6GW=s5_~2YTuQ@ zcOwTjPP2yqrn@-Q?2L)jmf!*2WOdEwweD~)G)*4Qpt&wPYHs^IRn{q&g#dTOC9s|< z0KucveqIFZi@zeydK}adx0+h(yaNVPUlzdmunW*3q-GP-icta3uEJJZLI8O8xmC4Q z>eaj|hwDT4X<2j%sab620NCpj0Oycue5kA1ZW^6o9~kRAJ|NTWHvn#@9kpgDcSSXU zigS=1wI!r?&b$Al#yRZfIuh$q4!~7^uOWftR8fo1)mS2?x1rlsF9cZE7^^N3i}LJu zsBJFRs{2xjFo5q?H%83b?sZpMqkU8WL_*n6{wJ&@VnOcxP5>gv+$0YY#`VY$atA&` zhG|y=pe)V5DiUN`HI4K{%`Gxp`@b`Di_DF0v&Z0QuEH=FpM?YAytpI|*7kG&tpDK$ zoFj|L{ikS4_Iv-kXq^E0O%FA@WCB&U$cp&aT7bwY>%Wqj?b*Tq+m&7icPj&E*F5To z!8`s2&~jA)yy2^?|2LSbT7uCM$V$zAnS1lT430PPk6(E;BX!ot|CL(df9A&j4{%oi zz)0PBpu<12YV}`LGttC2>(s6*2U!2#JTg@S{tu5#)!e)PFOUBXRsk^4bo-wb^3U1l zp+;a*9_2wuy_sNy@nlR5qhhA!M)RqT0+w4zEiqknj;+4*-*WsnAaLBGwzt-x=}9fZ z0(D$oGtp#w*j85;<_agtJKK|p}?F7WvFZ}thn$=M+9089QBdY;M|Cja&1_A5; zzBS#l!?teNa;i74!5jdgJg+5Vi+^Wl;e^vtmEDLekx?A`fm-HsB(t0jWg_`}_%W2q$IV)^KNOuoQQ zIN(fsN4oHAG4vt=>lxN#yICXL9iQzTk<4V`-=0?Crc{zU@|0i`m*u)JD_ClA-@pAf6fL26#$^uIL}`LEk7D}2ApaWOF# z!HB|KBHUhGRl~D7cTtg?o{R0-GCquOIiw4=TG1V#Tn$pJ#>hST=2krk`Hpobev5K^ z>%Z~+Q@!nmL4S|tkl9w2X#|ZaO&i!J;u?-+#;830(}YpMzGYGM{l)mK_myJ;ZE$=o zj3EiQfaQRH-vXtyS+5=a1I?Q&5A59QA+mP@YgG28(xi5~ZXMh2_TQd#vXI)In1kF_ z>&3(TG92;{Hpdn>9I5pA(yl^YA?3x3cuK3W8l>kIl^&ZL&P5axAZ8Rn8+#DX{oaK> zAf@GWM>!gU3*py2F$gb5>5r~|T6IF;2vdX2%`4vp%X!t(Geb_2lI4vrxRNrG%9rhi zn0EW}4FEes4whK_TMEt;{vsHdF(WZMeO2|+Vo6XLOvi5M`Y7)GLU}1af1*(WGv($N zk{bSSNp(T)_Xi|I=9&(E|y z$4_QhR$jdC6*yQ_jD}V-L~(d0{JpWHm~|LPIc(TyvEq1kM_a&$u5*$~<~Wxa)D-vQ0erE`~$h?Dyf{L6ME`Vc|@(y1YdQFB`0$bdHJRc>IqJ}(Q<@aU+ z>WnK?Z4~HCB1E1PvS%5MYbp!qO!{zSayThyl5aX5cbAJ$aFHUr8@PNhY|S{hUAYY~-VsefJrj&i z!=Vf=;}$^kd+dpub&VK2Fnzj;1-XoJyp36SNvD|A+6W!(q-IU>W$KUop~~-7oj)JN z@wrqfT+qP?{FaEql-7&_PKu$UW3|P|v_*FuTr!xM50TlVzKcLOR=N zvKwZfp3?qml@;$BacN(&%}w6K?BZL$cVkwR1C9tj*&>219dO|{70enHp0_b6@`x-H zEs4(oWTlU(@WR%TgMW)7F12j+-$nY3SvlMyQ$fnieMBp!Mq0)Rk?0+(smoiC;f%8! z;)LD{pZ7T>&PmgAyvA31?7(#=onCwHEm6wV6^C}&OkrPEPAbA5j)LmM6G>yrqEW+< zJCAZ^DGnHV0-@Le#Buz%<8sSCrxT4mwG8NWx1*4I2aOW%_U105N2Uc+m)FFH1XFpj zQ&RVS%5l-w9Q>4yzyuwE#Gz(3!8ZldgZa|{A|jTB!a1r^m!-uX%*=$7j(|;V!8-v- z-iVlG1{O{|-vJ3W$5*o5Xlp2HK0aOV&P`Tv`eVte+(X3m)b-avY>{@6c?EU_E&#(i z+&b*ts28#(95zTg7{i;ngEc+5j?G!N?aB{DZ}=1e33B`=qDC4N3%P?cuVl*%_fSZb zd!=R&u_)D{zDZpu91B!Iya0ZNe-ox z8mc^16iuj{D~XeEPMSzzj8%1Ub=n}S<7~Q>69X}AMp!x}ENWPK(c14>j-VF~gmn#?3sio9rH(6X6dk5ptf zW{7QS9i0l4^2N>>ClU+jzPw(9MxJG2py@p5-l6NDH?H6G7_gQss>mL#Vvjdlo5lCUe+!TC)YSeud<*86>OG^m`1K zn42sGklXCZh&G`Gs2AE+ddj2mbyqQ~j)%q+8u07JaF7L<_#m4DESQAs-Z}j^K7ltB16C#N%)M;5eshRF6VHDTTL0ZWa zAtidj->60`iQMe=mK9Ho0&Qs(xL{3M14w`O7dd5IV<>Ld z5r!H{iiOV-Hfds2?W8;0Gl!>{#1U~dD7(5i;15+*E+!=4xD{@+AupFB4><{6D+sPb zu}hJoT)S$xr9GmYrGlOrAg1-Gf0&_oO(s7!RPq*3SPrhqVoslL=)GmU#OH*w^6z-( z$>c}DfVXw|LQGxJul1xI)lJ3)kR3wWivyKAC{>rm&r~}qDD#u z&Pe|z_h6VGAr#_?e`8r=YOM>F0Upar>Rfe^Gs`o!xRscK`SlM2=5uxVW7hF zgL;xOJF~h^Fmx#`ry6l!O}5?JULd0$OQ$8&%iteeI-c9o9ZKU%qFW@H1C1xs!4?&( z&-_E|7d@?%YWJH4s+w}+^447|*-neCTyzE$zBQFz3zfPx^?DK9YE>ImK?~}nfTBN} zHIwgM)&?g<%W2wFJcV&3fe5jssssGHKKbE`G=}{XONW}&8O0~u%E5VcGhudIVYhB}NRH3v^*gWO|1NmTWbrad*Xp-MxcP88d^ zjKl|Mm_5gaI+T=#5^#H&pT_sGs`Hz3U*u^j=&;HGkqn6gDmfwtY;3Ru`A7x-`xwXH zXmmbj!Gaq6WuCE=!LqJ?g0sdZba>7aH~)AUnoci>)qQF%(E}>kqKGSzcN1Td(0;jY zAeW6y;wN4scVayAxvkG(_)GSLYQe(bwL+NKYuLM z0^kg=piKWW0CE+ooiGKn$}hQ8Dc=;6bn7gwJ94pITCCIT(rkMmEY`OpR>0ravxfs4 zBK_};3ypw|-j9o?oRJ8P0)Ic>fS0?a-mkl*1mHDLU~5a@%k$|iBWB0Pcsv ->juzhen +\end{python} +另外，为了更好的显示的显示部分建筑物以及更直观的可视化，我还对大部分的建筑物做了标记，这些数据也是存放在csv文件中，格式是<名称,坐标>。其中为了简化处理过程，还做了如下的假设： +\begin{itemize} +\item 为便于定位和识别建筑物，我标记了一些建筑物用来做测试，这些建筑物假设只占一个格子，这样方便判断和确定其位置。如果一个建筑物占据了多个格子，那在确认它的时候需要做一些额外的繁琐的判断，但是对于基本的核心算法是没有影响的，因此在这里做了个一个简化性的假设。 +\item 建筑物只要挨着道路，那任何方向都是通的，不再设置哪个方向有门哪个方向没有门。理由和上面的是一样的，也是为了简化一些不必要的计算和判断。 +\end{itemize} + +\begin{figure}[h!] +\centering +\includegraphics[width=18cm]{map.jpg} +\caption{地图模型} +\label{knn} +\end{figure} + +\subsection{两点间最短路径} +本次试验支持搜寻两点之间的最短路径，具体求解过程用到了A*算法。 \subsection{求解} -加载数据 -绘制地形 - - -\section{总结} - -Spark MLlib实现了常用的机器学习算法，包括Logistic回归、决策树、随机森林、K-menas等。和我了解到的机器学习算法相比，分类算法中的KNN算法Saprk MLlib并没有实现，因此本次实验我在Spark平台实现的是KNN算法。由于首次接触Spark编程，而网上教程又比较少，所以大部分思路都是参考官方提供的实例结合自己的理解完成的。 -\subsection{KNN} -KNN(K-Nearest Neighbors)算法是一个理论上比较成熟的方法，也是最简单的机器学习算法之一。该方法就是找出与未知样本x距离最近的k个训练样本，看这k个样本中多数属于哪一类，就把x归为那一类。KNN方法是一种懒惰学习方法，它存放样本，直到需要分类时才进行分类。 - -KNN算法流程大致如下： -\begin{itemize} -\item 选择一种距离计算方式, 通过数据所有的特征计算新数据与已知类别数据集中的数据点的距离 -\item 按照距离递增次序进行排序，选取与当前距离最小的k个点 -\item 返回k个点出现频率最多的类别作预测分类 -\end{itemize} - -\begin{figure}[h!] -\centering -\includegraphics[width=8cm]{knn.png} -\caption{KNN示意图} -\label{knn} -\end{figure} -以上图为例，在这个图中我假设有三类数据：五角星、三角形和多边形。中间的圆形是未知类型的数据点，现在需要判断这个数据是属于五角星、三角形和多边形中的哪一类。按照NKK的思想，先把离这个圆圈最近的几个点找到，因为离圆圈最近的点对它的类别有判断的帮助。那到底要用多少个来判断呢？这个个数就是k了。如果k=3，就表示要选择离圆圈最近的3个点来判断，由于三角形所占比例为2/3，所以可以认为圆形表示的未知类是和三角形是一类的。如果k=6，由于多边形多占比例最大为1/2，为因此圆圈被认为是属于多边形一类的。从这个例子也可以看出k值对最后结果的影响还是挺大的。 - -在使用KNN算法的时候有些地方需要注意。数据的所有特征都要做可比较的量化，若是数据特征中存在非数值的类型，必须采取手段将其量化为数值。举个例子，若样本特征中包含颜色（红黑蓝）一项，颜色之间是没有距离可言的，可通过将颜色转换为灰度值来实现距离计算；另外，样本有多个参数，每一个参数都有自己的定义域和取值范围，他们对distance计算的影响也就不一样，如取值较大的影响力会盖过取值较小的参数。为了公平，样本参数必须做一些scale处理，最简单的方式就是所有特征的数值都采取归一化处置； 需要一个distance函数以计算两个样本之间的距离。距离的定义有很多，如欧氏距离、余弦距离、汉明距离、曼哈顿距离等等。 一般情况下，选欧氏距离作为距离度量，但是这是只适用于连续变量。通常情况下，如果运用一些特殊的算法来计算度量的话，K近邻分类精度可显著提高，如运用大边缘最近邻法或者近邻成分分析法；K值的确定，K是一个自定义的常数，K的值也直接影响最后的估计，一种选择K值得方法是使用 cross-validate（交叉验证）误差统计选择法。交叉验证就是数据样本的一部分作为训练样本，一部分作为测试样本，比如选择95\%作为训练样本，剩下的用作测试样本。通过训练数据训练一个机器学习模型，然后利用测试数据测试其误差率。 cross-validate（交叉验证）误差统计选择法就是比较不同K值时的交叉验证平均误差率，选择误差率最小的那个K值。例如选择K=1,2,3,… ， 对每个K=i做100次交叉验证，计算出平均误差，然后比较、选出最小的那个。 - - -总的来说，KNN优点有： -\begin{itemize} -\item 简单，易于理解，易于实现，无需估计参数，无需训练。 -\item 适合对稀有事件进行分类。 -\item 特别适合于多分类问题，KNN比SVM的表现要好。 -\end{itemize} - -NKK缺点有： -\begin{itemize} -\item 当样本不平衡时，如一个类的样本容量很大，而其他类样本容量很小时，有可能导致当输入一个新样本时，该样本的K个邻居中大容量类的样本占多数。 该算法只计算“最近的”邻居样本，某一类的样本数量很大，那么或者这类样本并不接近目标样本，或者这类样本很靠近目标样本。无论怎样，数量并不能影响运行结果。 -\item 该方法的另一个不足之处是计算量较大，因为对每一个待分类的文本都要计算它到全体已知样本的距离，才能求得它的K个最近邻点。 -\end{itemize} - -\subsection{安装实验环境} -\begin{itemize} -\item Spark：1.6.1，Spark官网提供多个下载形式，可以下载源代码也可以下载预编译好的。我下载的是编译好了的Pre-built for Hadoop 2.6。下载地址为：\newline http://www.apache.org/dyn/closer.lua/spark/spark-1.6.1/spark-1.6.1-bin-hadoop2.6.tgz -\item 依赖：JDK，因为Spark运行在JVM之上，所以首先需要安装JDK并配置好系统环境变量。 -\item 操作系统：Ubuntu 14.04，Spark声称是可以支持Windows和类Unix系统（Linux和Mac OS），不过我在我笔记本Windows系统试了下，会出现一些小问题，所以我干脆在虚拟机里的Ubuntu系统上跑的，运行状态良好，未出现问题。 -\item 机器配置（虚拟机）：我使用的是Spark的单节点模式，2G内存，单CPU4核 -\item 编程语言：Python，如报告2中所述，Spark本身使用scala语言编写的，但是它还提供了Java、Python和R的接口，综合考虑开发效率和编程语言的易用性，我最后选用的Python。相对Java来说，实现同样的功能，Python写出的代码更简洁些，因此Python很适合来做这种科学研究性质的程序。 -\item 其他配置：conf目录下的log4j.properties用于配置Spark的日志输出，Spark默认是把INFO级别及以上的日志信息都进行输出，虽然这对了解它干了哪些工作很有帮助，但是我觉得过多的信息输出到控制台上会影响正常的输出。因此在这里可以把输出日志级别提高些，比如设置为WARN或者ERROR。 -\end{itemize} - -\subsection{数据集} -和报告2中的一样，我们还是采用MNIST的手写识别数据集，只不过这次用的数据更多，我想把0到9所有的数字都利用起来，对其进行一个多分类，每个数字都对应着差不多两百个左右的样本，其中训练样本有1934个，测试样本936个。并且每个样本都已经解析到单独的txt文件中，文件内容是个32*32的矩阵，用0、1串来表示数字。具体细节和报告2中是一样的，没什么大的变化。 - -\section{实验过程} - - -\subsection{算法模型设计} -本节中简要介绍我实现的KNN涉及到的主要类和算法的大致模型，下一节详细介绍具体实现细节。 - -\begin{table}[!h] -\renewcommand\arraystretch{2} -\centering -\begin{tabular}{c|c} -\hline -类名 & 功能 \\ -\hline -KNN & 实现KNN主要逻辑功能，距离算法由子类实现\\ -\hline -KNNWithEuclid & 利用欧几里得距离计算差异性的KNN \\ -\hline -KNNWithCos & 利用余弦相似度计算差异性的KNN \\ -\hline -DataHelper & 数据操作的辅助类 \\ -\hline -Statistics & 用于统计数据特性的辅助类 \\ -\hline -\end{tabular} -\caption{主要相关类及其功能} -\end{table} - -其大致模型如类图所示。 - -\begin{figure}[h!] -\centering -\includegraphics[width=16cm]{classfigure.jpg} -\caption{算法模型示意图} -\label{knnmodel} -\end{figure} - -为更加直观的展示算法的大致运行过程，下图简要给出使用该算法解决实际问题时通常流程所对应的时序图。 -\begin{figure}[h!] -\centering -\includegraphics[width=16cm]{seqfigure.jpg} -\caption{算法运行时序图} -\label{knnmodel} -\end{figure} - - -\subsection{实现KNN算法} -在实现KNN算法的时候，我尽量按照Spark库提供的API设计的，因此传递给KNN的数据都是DataFrame类型的。在新建KNN对象进行分类的时候，需要提供DataFrame的列信息，目前用到的有特征向量列和类标签列，所以初始化函数可疑传递测试数据DataFrame的信息，默认值分别是“features”和“label”。其代码如下所示： -\begin{python} -def __init__(self,featuresCol="features", labelCol="label"): - self.featuresCol,self.labelCol = featuresCol,labelCol -\end{python} - - -由于KNN不需要训练因此就没有给他设计用于“训练”的接口，而是直接用classify函数对数据进行分类。本来设计的函数接受四个参数：inXs，dataSet，K和disFunc，inXs表示要预测的样本，该样本的类标签未知，只包含它的特征向量，该参数类型是DenseVector，在Spark中用来表示本地向量；dataSet表示易知类标签的样本集合，每个样本既包含特征向量也包含类别标签，该参数类型为DataFrame，DataFrame在报告2中以进行过信息介绍，这里就不再赘述了；k是用于指定租后选出k距离最短的近邻的，类型就是int数值类型即可。disFun用于指定计算两个样本点之间“差异性”的距离函数，默认使用计算欧几里得距离的computedDist，关于距离计算后文会有详细介绍。但是后来感觉距离计算应该由子类负责，这样可以更加灵活实现不同的距离函数的KNN，因此该函数现在只接受前三个参数，disFunc由不同的子类根据具体的距离函数实现相应的功能。 -其主要代码如下： -\begin{python} -def classify(self,inXs,dataSet,k=10): - if len(inXs) != len(dataSet.first()[self.featuresCol].values): - print "length of features of inXs is not corresponding with dataset's" - return - dataSet = dataSet.select(self.featuresCol,self.labelCol) - dis = dataSet.map(lambda row: (row[1],computeDist(row[0].toArray(),inXs.toArray()))) - orderedDis = dis.takeOrdered(k, key=lambda x: x[1]) - groupLabel = sc.parallelize(orderedDis).map(lambda row:(row[0],1)).reduceByKey(add).takeOrdered(1,key=lambda row:-row[1])[0][0] - return groupLabel -\end{python} - -上面的代码中，程序逻辑的开始是进行一些常规的数据有效性判断。我代码里写的是判断inXs的维度和dataSet中样本的维度是否一样，也就是特征（属性）数是否一样。其实还可以进行许多其他的判断，就像Spark库中所做的对测试数据（在这里指已经知道类标签的哪些数据样本，后文姑且用训练数据集指代）做的一些统计，在这里也可以进行一些类似的统计。比如我在后期添加的统计一下所有已知的类标签是否都是属于一个类别，如果是的话，那么对于要预测的样本就不用进行距离的计算了，直接输出该类别即可。不过其它的一些非核心业务逻辑我没有全都写到代码中，毕竟这次实验做得不是一个对外提供服务的库，主要目的是为了体验在Spark上做机器学习算法的开发，因此我在这里用这些个测试代表一系列的有效性判断和数据集特点统计。 - -下面这段代码用于从dataSet这个dataFrame中选择出以self.featuresCol和self.labelCol命名的两列，这两个属性值如前所述，有默认值，也可以经过用户设置。这个函数生成的是一个新的DataFrame，这个新的DataFrame就包含指定的这两个列，这个操作有点类似SQL查询语句。关于DataFram的一些操作细节报告1和2中都没有展开，所以在这里进行一个简单的介绍。DataFrame是基于RDD的，RDD就是一个不可变的分布式对象集合。每个RDD都被分为多个分区，这些分区运行在集群的不同节点上。RDD操作分为两种类型，转换和动作，其中转换是惰性计算的，Spark只会记录下这些转换操作，动作是触发Spark启动计算的动因。 -\begin{python} -dataSet = dataSet.select(self.featuresCol,self.labelCol) -\end{python} - -接着就是计算inXs与训练数据集每个样本之间的距离，计算距离函数可以有多种选择，常用的有欧几里得距离和余弦相似度，距离计算函数后面会进行详细介绍。这里对dataSet进行了一次map操作，Spark 中的map操作会把dataSet中的每一个元素进行映射，在得到的新的RDD中有且仅有一个新的元素与其对应，也就是说map操作是一一映射的。map函数接受一个函数作为参数，该函数的要求是接收一个参数，这个参数由map传递给它，表示的是dataSet中的一个元素，该函数执行具体的对该元素的映射操作，然后把该结果返回，返回的结果会放到新的RDD中，也就是map函数的返回值。 -\begin{python} -dis = dataSet.map(lambda row: (row[1],distFun(row[0].toArray(),inXs.toArray()))) -\end{python} - -上面函数参数我用的python的lambda语法，lambda是一个表达式而不是一个语句，它能够出现在Python语法不允许def出现的地方用来编写简单的函数。返回的是该样本的类标签以及该样本和要预测的样本之间的距离，在计算距离的时候会调用vector的toArray（）方法把其转换为numpy中的array便于后面的计算过程。 - - -这一行函数用于对表示距离的dis这个rdd进行排序，dis有两个列，类标号和距离值。排序是按照距离值排的，并且顺序是按照从小到大排的，k用于指定返回排序后的前k个数值。这个函数返回的就是k个和要预测的样本距离最近的数据点，返回的数据类型是list。 -\begin{python} -orderedDis = dis.takeOrdered(k, key=lambda x: x[1]) -\end{python} - -算法的最后一步就是从k个距离最短的样本点中选择所占比例最多的类别。由于上一步返回的结果是普通的list类型的数据，所以首先用paralelize函数把list转换为RDD数据便于后续进行并行化操作，这一步要对k个样本点进行归类技术，这是一个典型的MapReduce模型的问题，首先把数据格式转换为（类标号，1）的形式，这样的形式便于后面reduce利用add函数对其进行累加。计数完成后再用排序函数对其按从大到小的顺序进行排列，最后返回所占比例最大的的类别就是最终要预测的分类结果。 -\begin{python} -label = sc.parallelize(orderedDis).map(lambda row:(row[0],1)).reduceByKey(add).takeOrdered(1,key=lambda row:-row[1])[0][0] -\end{python} - -距离函数（或者说为差异性函数）的计算有多种形式，一种是衡量空间各点间的绝对距离的“距离度量”；一种是衡量空间向量的夹角的“相似度度量”，更加的是体现在方向上的差异，而不是位置。“距离衡量”中常用的有欧几里得距离、明可夫斯基距离、曼哈顿距离和切比雪夫距离；“相似度度量”中常用的有向量空间余弦相似度、皮尔森相关系数和Jaccard相似系数等。其实很多的距离度量和相似度度量都是基于欧几里得距离和余弦相似度的变形和衍生，所以本报告重点比较了此两者对KNN在手写手别问题的影响，不过关于这两个度量标准的计算公式本报告就不再展开了，他们的计算过程还是比较简单的。在python中使用numpy进行向量的运算是很简便的，两个向量a和b之间的欧几里得距离和余弦相似度的计算过程如下： -\begin{python} -#Euclidean Distance -np.sqrt(np.sum((a-b)**2)) -#Cosine Similarity -a.dot(b) / (np.sqrt(a.dot(a)) * np.sqrt(b.dot(b))) -\end{python} - -\subsection{测试算法效果} -首先是加载数据，利用的还是报告2中编写的loadData函数。测试样本在testData中，我在程序中用的的迭代使用knn对每个样本进行预测，然后统计预测失败的个数，最后看其错误率。在这里我曾经做过一个尝试，把整个testData作为一个DataFrame传给knn的classify函数（这和库提供的API是一致的），然后利用map函数对每一个样本计算其预测结果。但是在具体运行的时候就出错了，因为在利用map函数对每一个样本预测的时候，预测过程会在每一个worker节点进行工作，但是预测过程又会对dataSet进行一系列的操作，这不符合Spark闭包函数的要求。这里不像报告2中使用的Spark库，它们先把模型训练出来，然后在预测的时候直接用模型来对其进行计算，在函数体内不会访问外部变量。因此我就设计classify每次针对一个样本进行预测，在程序外对所有样本的预测结果进行统计。 -\begin{python} -for x in testData: - prediction = knn.classify(x[0],datasetDF,4) - if prediction != x[1]: - errorCount += 1 - count += 1 - print "error rate is %f(%d/%d)" % (1.0 * errorCount / count,errorCount,count) -\end{python} - -\subsection{运行算法} -我把KNN算法实现文件KNN.py放到了和Spark同级的目录中，因此要把该文件提交给Spark执行只需执行以下命令： -\begin{figure}[h!] -\centering -\includegraphics[width=12cm]{launch_knn.jpg} -\caption{运行knn.py命令} -\label{launch_knn} -\end{figure} - -\section{实验结果} -本次报告分别从K值和距离算法两个方面对实现的KNN算法进行测试，下面两个表分别是利用欧几里得距离和余弦相似度对946个样本利用KNN预测得到的结果，为便于显示，K的取值范围我设定在了1到10。 \begin{table}[!h] \renewcommand\arraystretch{1.1} @@ -276,48 +120,10 @@ K值 & 预测错误数 & 预测错误率 \\ \caption{利用欧几里得距离得到的结果} \end{table} -\begin{table}[!h] -\renewcommand\arraystretch{1.1} -\centering -\begin{tabular}{c c c} -\hline -K值 & 预测错误数 & 预测错误率 \\ -\hline -1 & 11 & 0.011628 \\ - -2 & 17 & 0.017970 \\ - -3 & 13 & 0.013742 \\ - -4 & 14 & 0.014799 \\ - -5 & 14 & 0.014799 \\ - -6 & 15 & 0.015856 \\ - -7 & 18 & 0.019027 \\ - -8 & 20 & 0.021142 \\ - -9 & 25 & 0.026427 \\ - -10 & 26 & 0.027484 \\ -\hline -\end{tabular} -\caption{利用余弦相似度得到的结果} -\end{table} -从上面两个表中可以看出，K的取值对于距离函数取欧几里得距离还是余弦相似度都有很大的影响。在K值取1到10这个范围内，欧几里得算法随着K值的增加，错误率先是下降然后再增高，并且K=3的时候效果最好，错误率是最低的，并且在K=8的时候又出现了一个波动。对于余弦相似度来说，在K=1的时候效果最好，随着K值的增加，错误率是先增高后下降然后再增高。在取相同的K值时两个距离函数的错误率不好比较，都有表现好的情况也都有表现差的情况，很少有一样的情况。但是在K取值在1到10这个区间内，他们两个取到的最好效果是一样的，都是错判11个样本。当然如果K的取值范围更大一些的话，错误率肯定还会变化。通过上面的对比可以发现KNN算法对参数K和距离函数的选择还是很敏感的。 - \section{实验总结} 通过本次实验，我基于Spark实现了KNN算法，Spark提供了非常丰富的API来支持分布式计算，同时KNN算法的计算过程又很简洁，所以本次的实验过程没有遇到太大的问题。在实现KNN算法的过程中，为了搞懂Spark的原理，需要翻阅很多的资料，虽然在完成报告2的过程中已经对Spark有了一定的了解，但是那还都是停留在基本的使用层次，大部分工作是学习官网提供的教程和网络相关介绍，只是对一些基本的概念和MLlib的API的使用有了个大概的认识。但是对于如何使用Spark 进行分布式编程还是了解的太少，这个时候我就找了些论文和书籍来看看，由于时间比较紧，虽然只看了部分内容，但是对于编程实现KNN我感觉还是起到了很大的帮助。这次实验让我感受到了Spark编程的强大以及简洁，往往几行代码就能够实现很复杂的功能。不过在实验过程中也还是遇到了很多的问题： -\begin{itemize} -\item Spark提供了丰富的API，但是因为是第一次接触，所以用起来不太熟悉，比如一个函数产生的dataframe得利用输出查看才晓得具体包含了哪些信息。rdd的操作函数map， reduce等函数具体有什么效果或者返回的数据类型是什么，需要经常查看API以及结合具体的调试来体会。 -\item 对Spark的编程模型理解不深，一开始我曾经试图在worker program中访问外部变量，但是这是不允许的，Spark要求函数必须是闭包函数，因此在运行的时候报了错。目前算法在预测大量测试数据的时候，运行时间有点长，这是在后续工作中需要改进的地方。 -\end{itemize} -在前段时间召开的2016Spark峰会上，Spark2.0已经被发布了，据称新一代的Spark会更简单、快速和智能。Spark的迅猛发展已经收到业内各大公司的广泛关注，包括IBM、Microsoft在内的许多企业都在积极推广Spark。对于机器学习模块， -基于DataFrame的机器学习API也就是ml包将作为主要的ML API，尽管原本的mllib包仍然保留，但以后的开发重点会集中在基于DataFrame的API上。此外任何编程语言的用户都将可以保留与载入机器学习的管道与模型了。还是如报告2中所总结，通过谭老师的作业，我算是开始接触了Spark这门快速发展的技术，对于我以后的研究工作提供了更多思路，目前我正打算把Spark应用到我们正在开发的一个系统中来处理大量数据的匹配问题，希望能在处理效率方面有所提升。 \end{spacing} \end{document} \ No newline at end of file