From 1286e20d7aaf54126e4aa744161f89738d42e5bf Mon Sep 17 00:00:00 2001 From: Sravan Balaji Date: Sun, 28 Apr 2019 12:55:47 -0400 Subject: [PATCH] New Plots and Reorganization * Made plot of frame data over time * Moved plots out of Matching Method folder * Made plot of matching method runtime --- Plots/Frame_Data.png | Bin 0 -> 64165 bytes .../Matching_Method_Comparison_560-561.png | Bin .../Matching_Method_Comparison_8-9.png | Bin Plots/Matching_Method_Runtime_Comparison.png | Bin 0 -> 17955 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 Plots/Frame_Data.png rename Plots/{Matching Method Comparison => }/Matching_Method_Comparison_560-561.png (100%) rename Plots/{Matching Method Comparison => }/Matching_Method_Comparison_8-9.png (100%) create mode 100644 Plots/Matching_Method_Runtime_Comparison.png diff --git a/Plots/Frame_Data.png b/Plots/Frame_Data.png new file mode 100644 index 0000000000000000000000000000000000000000..b5c0246f898ea393586672d94ca467e52372b198 GIT binary patch literal 64165 zcmeFZby!yIyDd5q1r-sMP(eTtlm-PPq(nkmxqr6wbnbZfEsh!~dVNdaP=TAb2|HUyOAAG!ytoE<0frJ9$e( zJ4YQG1H@d%&gz+^-7^#2n+^sxwkDPqH(8ljm{=KZ8r#`faWgaj`v4|O8zbfzoU9}S zxrvAgJydXt{xjmL5o$kryt?h>rR(+L6lL1SUde~+?^5r5t{`h+D}3*856^4ZBC2?3 zbl=R;%yK)v!eRNd>vEO(xyVR|g8Iz9a0_*=$0i}ZZQXto@hp?U4}*K!4vqxwULoYM zs%u!-b=q+H>iBerB}m7~wcXx*j3};S1|OaRkzZqVK|hfQyyxWb!E*N$KYTpZJ?#M> zwO`M|>L6ZkF7IH#C;qJ!O!&AhGL8)&l5cDA;N!!!|Nh1QUY!4qod3UN$0r97yv}gv zDlI}nLRu;+AtL{VS!>8wHJ-SRw1R?r4PU>0>j=^t2zWTo@kCZOcye;`Eg7VDd><_X zgTk|C*~=WlNprHL$}2IE}G|Ezjeia;GNS;`?D-gg3&l9 zbw|oothc6 zN}F%b-*pnypc(Zw@i~J-^iB8EY_KRSMhUiYm)O#7eu0&z~ z-aPFZmxUmnwb%W*npqKAE@GE2Uygj>n0s6DLwt1fjotly5;jJ7(^G%wZ0LJ}v)G6I z6>JOGTKiLy3{zF?_iI(`&r)@KIP?7YMj+{fROmy>*RNmS8(H>HF40m`%WUw!y0AMF zH!$0kL@h?Il>J0QBl_rY*>m9)i3N+PKJ=5qwOzNpryUpu+&0Cl3yv2`m0W~!>F`wIx>M{on&Etm; zA4b?aKoUAk|03^C#5E!^XeT!5+3^@581KLeFu(k~1|vx%pxY?UUCGkC@$L2bk%|(J zqxCp?CMIbN3=FjzkE+`;u?%8#OicaXV;&S+O$go+0aRq(_J%Gf)3mZY(fvWyewoDe zKn-)ocp4ld$`y{AP*=pn#5Vi69sZ=he*L<9v$t2FJ?4QjMAUgayn&=3zRX|0ewAyw zLZ~uDWD@6DxVt1(+lBS1<85sBaKLm#LM5mp)L^- zrFM7Ay@XoDdl5m5>#FU_!se_@+doq(I-4?oT_nNJboIS$-0gMk4EE=MsnTC*sb(Y{ z7vME3eVbWtUhR8mz-cqRGyimCZ`|j*%lIBWd$~;L^PYs_ld@FA62?xJGpLl@p!&UB z-tmB;yENHCyilF}X7#%B5(a0$Nf{Kp!I;rLW0TW#0h^cM6D`H00h=vT>u`Bz-xg}w z(3ig-qGu|7EB=#EZA&&5t&3f2rebm`zHn#zzHqJ9AoPB$uDi*)70{UN^C`NT%5(XgAL9v@pWc>uAUb=bk2%yVPQ{L)x;sHapO%$4f)JWlJf~l zWRepu7R@SIluxbC$P*6~<5mp~`zd8YOJGo^a&nJ2b~{dCN^a44)8x|&;GG8COXIqG%`ua%^KVYJI)PgQ36mUxKnmm#ypvstMZ-pHeQ(rI%E#iYb_ zGwUXW>-qO?NLOu7&n0I6TGD|RVlQvQab^deE!_9y*)Fn^<&BQc$)(;>ey|nZpA%Hg zEeE&$O0Ax@MbQ5Q&l(G;3Kwe~B|qsfZ|kW}x|#y8NV zuPq@U^&#JcoRvI9eR3tLV~Z%R1k;J zG5g|S6W{vOANVOwW&fSi!+*Rhb9gYruWVwHVNpJJ8~6G>p^*wlW#5aWb~`INi$BZcFZwXPIr3^_Rk_ zb2x~=I=2l(*r20d!4lb(w7FZ^^P?HwP?z1l$w&>%V|to3;u9fWzk?lDN{NiPis{nw zb7`{FRb1Pz1*ccM`YIpV=LeVk&NhQ$1UF^rBOS(}cUkro(pL>O1J3nj2j7RlF#JHb zvJdECZ$8WA_;6cMPL48fKz(^@K-+U9z8O--b`?@*`=pY&t63FU9PTUILx!d5D2qG^ zeR;n@;ra1|FVs+B{|)F`+Rzpb?qMRGuR@jkjQhf?)S{;q>LzT&h{>%{}z0&OFfcAhC$B6z04Zx|7p`nV#&JNYF$DGvNVg&r$EV4~#Z|ssyV7Hk1 z7rekcWOufTmXpu+!@;``*)YwjIPSTSQ?da8PDf4MFe?k!68`qUNkig3cd==!R!sWV zwBb|{snt>IEs6Zvl{O- z(d3iDf%0(R@tlljx98!2=iEo5SXo`&#I7kQS0d@FPMhCnm<%|hhqNBc5?N)yp<~cR z>6n=Z!j!c##>dB5nTB}XcJd#-$3VQ6|M%#OzyKq{FXPm)_R-qaBvEK*GqM^kf)X6R z=U%p-q034Srh4gkq1SzY+IZgn+&u9W{S_atGKfT(sQc}+m*II;|NKz zTeio!y^&EoF!%*t?A*TcNy?8Gz;AXmH+L18^lZS({pL8|ee|Az$e)KS2z{>3&kFrc zMJ{H+L|itT_RV+2LTciK@%QZI)%>KIKj}aS7Llf&KR`=No>o1ZW{X8a!eY!QvAnXzsQvuvC>9IrZeeV z=1EBt$+aw#XmE@vBnfv|Sy|c5huF|E1sKEVPd&f&q>%S*Or(~_lt-&-f7ipnaN5+Y z4vPMQYafw8!0ba=qRtRlb0Z@oD83TMdjmD!O9T8JFpyGCTq1+reYD_)nU-W;g{bk@ z&#dKl-FhY!!>t&^e^i>7nD~|qI;A`fH@w%v^^M8YQ(=m7p=XNj!`eX2?3VG|lmEg8 zR7q_vWy!r8Woi{wuM-*K2_d>`7C#Sf9PKYJw9x0Vxe&mVMGaF{fHrw|AxU*Gq@?`< zJbq3@#wkx&;f)`9L9}p#&CSh58buFWxBiHXbnqXo;vG(rA3xF3ilxf19IJMjd~=7* z;wPt=oPj|Knfr!p)y||pxAmltNC0t4TAYX4r%#_EHfEqWmnrl)ZT=3VgfQPr{J|); zR`{5M+OY@9;ims01R}x|+ORz$KBUxUS{%E1-@hU8=g*&T$)RGi>E&hZlB$^kgVv2- z?`2E@z0MDpS|&ChL6Qi_mn@sjQ|@S7$$bW!7>W|hntad4`Ow(bx~Wy;zDz}KkAu=zxFo3n@)ebp&HnuO zWFLo*kDrvBOl4qX#6b(qqx0uyq8qY+P&^kI!nf5=aE!&$nAF3?(o0uaqLj#Yj#qs7 zjko>`p1;Ub3LNNpUvf; zK8@#w)mmOpN=*D^Q}*3C?mvtuagG2=nZlbEdTMHZ(WxuoU-27cuE7gn$%+K?CkK$A_@u$igX*!!w_z^yEYwA zK9-eRE)Ey(=}Hpa95Tx@87eZ_TdBwE*xQ8}q>?!thlrsQItB4@JqBWRSz5t)!&Eu} z8f=(jx<&}WxMdgPfSq#WNako)^hJ!KGpU@uo=t(Id;4R@xr$jz8AU}3M@L8J&!3lb zc3$)!_QJqqGwWxNin=fL@ZnXZi}zeMj5VF7!y@k)_@SX$?~6C^pk=Ja(^D#vZ7%wG zb;7L!7<{6=v5?Ya@fNy`1JPZVqbWC1#=LMUn6*2r9!;^EJHcWOLyNJR;PkDTQ#-uu zAvQmd7Z>ZkrOLbB#ya##&v$KY%?>65`?+r60S()La=SU3uCe-=^^Af7Id3dnIROE$ z{ygox=J$6bLj3&wi*0A588u2*qPH&-5ZKinj{~jXw)KY@ZLP;Y)spFgltT!}$+CM1 zvX*Y#$Ql=rKN!UB6iVG|FHvEbAFHX^+g|pR-Cpxe2naUk zwO{3vIVlnm_f625h^cYVufSrK1Z~dVSGeP5$dDpJcyl$ylQ-B90r{}l^nM()DOY&N z_W!E;6!}qCQBX+K`_5@5X2=(7A99#^#ua4yTjK~aqZ1hrDFL)1pMmOI+W_q(j>|Un z2nr}26;<-+-s)7-X6GY3ljaa=EGg*6Q?j9F#^vtyaUDQpz{IGeudiRV34uz-&8-Gu ziY3+0^8Fzu;zlB@TDuzzn2kVmXT+ieRs;UPGWJ#<&Iw))YDy{@^Vomu36xQ%9EAV4 z%{}4q<=zamdBGo-&3XIAMI!&{Xxvf+xi+C8tonB#kw5r|^^`@vGNkhOXdfjL>hL_` z2ee$JCMG8AOU__n(NR!5ynFX9mh@RfAjg)_AZ6H`csK$cGa{V!)G+`wW-%M?7>JVh zadB~V_!!8Ov5drQNniO2nwC?YZzV79$cR0D+zA;~?7VIm78?3(VY9#D5K26U@jXO9 zUC|{`joE^!vpc}qri`8nmLuL7utlC`h0^w@YhEBZf9|_??_AWwRT+q2Xow#qxRJ@& zqE?*pq)CRzz#jKpx1C=B!o~^(5x57_-)$cw`8}%v?*~8+>csjx!j3_%BQp8lDSuCuYRno`Y63Im=>v%B`ZSPnxceD1<_c)eJoJPiVcis5R z5BA;xIw^h*uPEmo+;xeff!{orMB@Vx2mKbza<6VFYnQj2EVey_=(ZCNx@fV^ zzppPs0zn%MZa3_i3gXZG`c(+>l9-ngiGNAYnAhLZzKagyhfCsOa#ry*xA6jd+Ab?K zi00$p@ajkL{&vlARXC%1>PwufbiBM(7Q9?ssxrKr1VGtYDZTV^Q2tDid7v+= zr2qI`YS81}sz+A{h;CTLx*}fT%?i&wp%kkX83&^k5Sz>?-l9so#$#`-l^Hks0>rjC zBWEH+*YS`l!*a7ZgNvvy&4@)$`=K7ekEK5(f{1|G)6Ci$%Q3#q*{-R#_IU$Y^Yf;d zw@)EOLa=^J2Hep=LMB_d>*wVHofX#Y4eRts$O;NV$(3J3)h}@ zD!?sGIvE5gnbY=$1US=iYN&@2LYe=1G!n+w4Q2k>Dt4_KKrGM01#PqW-i)CV%QzS} zwLA~)7e}kqTO*hUqAaUTHk=T|yHuPWMfS|kS|TbEMM8RMIR&gBytiN?_U20KltpM;ueSRe7~uhz+sjITk+pP4AtjJz{pV;8Z2?fO zsH|xKlb}~C)g5$zDRbGjRjx`z+m1z9>H|pV6%>3!@ya=mgLCcxd3uj5PiBG7(Iohm zvO1d2FuEZ#Mwzv7A3tV5XbAwlC@&`$a_ZE4P0TR#3KSD-yk5&Bu8J&F{&>+yQ&tH^ z)7!YOWljC0l!bj^G)0Qs;2PK$Z*+2uxg}j^HSEoS!o)Om#!D&nt7d`$`LxM&>M67% zZ{#FqPn`3+kU)cj5W}nWgwjOJ^3+SqZB_W>c;k{RN#Foc7K~12vA<4&FnyCU_Ch~4wVe_WT6f(Or)6Y` z5DgY6g5(F|*hAIs4eg1rIh2%bAp1ui052^+!pM{K0tz8KmCRD*no`gcwH zY>tWCa;oI3+HUYb6Fb_m)WTgT=qx;8d9{)9t~CV{!iFP%#sk_TB-8>-v|UGs`^82b zWP{J{^B(O?iAzcLG;UKH5URz-gSl!x8AS6(IavAv$)G^cZ3L;`1!XE$;FiJf?s-a&ANa+4=OWMoh_y;xbxuwKdq9XWDFMusl`tu~Tlow${5`wXVThF~G zRcfffKq6_`sP4s?@~t5=!Yfx2zkPcQ@LH_GaXELJ3uX+L*#zI-6p5?$e}2f~-;wSe zt#W1FGeZ6b+M((vlz6u|ZW48wSs%*xbkECG3+7g^?2ztC#uz!bk93~@I3KnTWl=## zXX5$-l$ag>xj$z2cVUp&9QVeXhrZgsx4EDwFP{WD%sg;?_HpaqZUxN-aEx}Mno4#y z1L*??N&MTA@0zB{sQ7UZHs7f*b{C5z`LX@D?aisMIGEOD&+P4+tc|PW?9V-BjN%fa z<*oRpt201~80SdZi+2zzYb3x~0Ic+>J95XMBLJX9rdbcX8=Ud*%2J zC(tT{4yBq!Bm@M>hx^-cmv{XA{rhr9ULL2Xq@;u-udG;!$w^BGW@crvJN)@k-tp$m z8(FBm1%-tqq&pb#Ws4w@vC=D>m0Zmjl6S4VbC*&Dl)Mo>8l}4Dse6S8@~-*R@rS#5 z=*VxfIo}5*{yh~buZu#>P6IQOQv?~%1YEYiX{f1%f#e9GifB!#trf6e((vqxY?G}CMSxIQ?!3QLF z+!J?{9DGX@U~odNu^9}9C>6Wj!SDHSd-r|ZfzShoKTnjD`kna)X4YfYc?SL=d0l10 zM%WY$0)W6LqJ`&j-HKysA&&Sd1p{jCn+23h@cIo%Wvt58aq-8eNA$|My+HQ%B|O4z z|8VyaFl!~JPDNI0Z=iZ5yIH?+{VQC*fPftJpuj*SMa8hd8(ebBG@fE&Z(iY%d-U(S z{`u6zX7oL}JP3vZP@p4ut|HN`!Bdddt$c~lf}R%CGK)b#^k%CTGR^bB@IdA=OHsAj zNU{e(sb8$NFv4ftdGpNa)5eE;n~^-u1<6ATryZ7lW&o6n-SqH&@qz%RKiNWz+Cfe{ zvVqBL4YW%V_GyX1HF|sphzwrZgPMg5QTCki5JSgn7<3gtWV3Xi{Q4$fZx5T??Fn<` z$_u4DtsH># z2|u`{Rz#tEe56|=y;#xDaa&=|0U9N8dpMkxgG0Gw)Fq2={|_s4phE@74+;4nPkBfXgi6xx|=bFrm85p zd-5^J3#e#taB%QzW+p8(lz>qsU!c&aqrX2#J%H>o!t^?8LtnN()h#TBq2>JYwestGfa3?&E9i0+VFAtSTcIE!?~A3SP8XA4F3t$88)#m{wJ35)D{ zr_uY9NCRbM*rFn*D{g;pAy2ze4A=ylwICY3N4bCb((-ckbi;rmQ#YHpr-lI*Bc*m~ z?&EkkIIJ$G5l-fyfwavE4K(=Th@zQV%Bz)?QAK!#9=&%BvK+n@{_UT(B0&gZqzI}Z z+=6MdNZJ}+m_*2_!$Z4P_PgSR!*+^n=*_fd!Ogr14Gl%#N&(O#eOVEdw{8WHof9CD zpUmwn2wE$eoH_-h!(U1V-mu;A%4y+OMH~(Sh(HufD$5QPCw(L(LMx<6-W4OdrltmH zzr>p3!{z8B%<+QZ!WtAs9NL-%XYy!?$${zt=)GL;MD^G#z(I`9NNz^lVPup-xh|Mb zGJt~v^iK2OfjS=lL4J2n&nD2X*I??y2TEXQXOjZN+`p^~FeLON7JVQ1y4KRrs&Yww zv3~56o@mwnQiZsfSVqZ`6{p=)07rkAO)Hw1=cC}*<&&SS44$`*qnx>0X}j&{>EeWl1M75RAYVy%)qm>tqQY$sUe1e z`E-0Q02m0g!eSg}X&;K){%-49n{MsPQRff~X`Sxw@YrHS(H%s6d@((b25JzfDoA-U ztyny8PWaVnlc5!%kq2yAARwVY){7M-Juxt`W`TrPf*vtBHAO9U=FAzCsq2X4U2tCl zme};`>&=yLf==#dFo9kG`C)J_WcwGr;qvSy6mOP!a-1n%M_-chqkmx9_qV0)K>*#B zRSzxJh8JSq%>Q3VO2n8@(%z@0ctSf}pw%|9B}v)#JQ~H7?}b${j)(yEI;ITf%#*e+ z(;?SRDiHSIC#e6o49B0V?I=Jo6y<8QAr|T@vf2&#O%Q^-JIUXQ?bu-94CiJivP0ocr^iVJOm8 zukgI4yj%@T6(Px<$NOWb=Y}f7ad{NDuKPA@2qS`K#b>~rFtb;?{QhXf=5gSZqg|s_ zbGT?pEha213}uAHi5n3yNvFwr^-JEX|4J+fTh9VsHkCHxmrgqXjc`#inj#A8!2GXHaTLw()Z+4=m%i@>`jKYt(d z#yrKVH7Ox6J1bEz)Ud>KlKn1tF8|SfS!YYjw&joTP3>GJH=TV7Y!R@U)#+LGO5>Zc3deniX zF8OIAG4h=U4HqY3q&)@ZND#%*(wA}v#UbO*Bpok$ntkCi7U*%Gv!U1XmN)ynEMJ_q zHBC=333eB&r&;`g7zii!34hO=)G;FuPzzXI{ZA^;**jb#@w~!2X4YvJ7QE3i1~Vj( zTTwq$GidJz%;5{e?1&iYfNl<~96fa6-Q8X8&D4gB&Ki(J18#72!>q{G2ecl9J$O#U zfPnkYPzIff&mL%d9u}k4r-Vno^C;Q6JX(dSjb;N(hs(!Dd8l%ZLLF3{mBnBaoO@$h zm7n1Ow;x}VszH+W@zy_NP7r;)y z04BUw*(x2x&wl0;IRj-5Sb;gH!$2D>3o+VYt$mJBmifgQ9OBCMzfQ0&y&&HHHhB!= z?C68~7CX+(r5OlxluBy1==pkd_x!UNqd#6C7wW=OK^*`Jk8fcSU}Z~3hh^g%BsvI` zhw=_hwO`-*`d=j3FWhoPb??kjG6)vLiuMEL3ONAyx;i8NG!9NqmFel}cFxOQga91=*6DDIB=we1qdD-G%2Y+>=f-@gBXZBWr8b)pi2gT70dF0)5=rt1te1DO@&}9 zUrUc)kjzyB`|}q&-5=rqZ3{s4BDK>`BWw9hduiD14nH;M26xO%^&+)5D>MyIZ{H?r z*{KYH)`?2rF;F-WrU&u|DfZkk(6YwW0SVssaDNO;gnQ|Xz{p;_&v)?>w8skA0);H| z_%RFAFmBDzu#eNdR~szELK-MXesHLnI7DGl+kq&JAVXyG;52EZ`xif`tbC$c0Y|9_ zs@1v6q$gGOvwtn#_zQN0&^~r5u;|>GA5B=DC%9n@P#E#5#fxu7dvZ^(tB5S>m%-0_ zBm3lmrye#i+Vpc)vvY zW#eX_Z{cnwXq1AY5#xu@P?{3T3pqiL11%*FXs6k&VN3q0Ex_jU9iB&p;Y^yDT2(G{ zjy3x+U`a~?cM3ff)mN`K&r`EdA0Ido95{x-?ZR&+p$VoHv3s>P0V4T;avjU^5HbIXBV^QuEdDLuz5(bL2EcI9i2Fe zr#*J+$+dRyFxb3N(6(w_9qt~QhiL$l0V#MGc856IZ|Ep$IDy9xTsIOZ4+6HpmbSLu zXfE50ovEOOh?;{GC|DctF!C}yt6!=2`G8_%ijV+iGDjWf{P}L+AoBkF`BR8>)Y2lZ z2qTyKABPI&K}i8Uf*W)v<4A!)p0onYA;P|&2R48`0m|_U_i2>0LrQz0?Z(u3G7hZ-j1D@N(`3n%JV^=q2X5TG{@^BD=owr{lPMzP{d;OLRMUj{npzA- z`A!)7J(_FA97`}acim=wQf_=|BI|+2pGT)r&`&CU*FDc&) z2?=2h-1AgNe-wjh{B5-bm`z(l*?!=!+0BxH(zKQ3f+q9^T4+wmXeRV8nMb}C`|9!d zvn!UX)%~wBD}jH?W3MMpt6*8LSdEaBG-q>Rz^v8_BP2O9lMW>j_CRWPYOcoXB*^VP z&)ELG2PbN6Iv2HZfFkKW&|n7q7dodIC&9{~VsP)_F{$Iv1OPA~B4>#PkpU*qeZREu z}b&fwAMG?GBZ=`{t35A!^E%n|}&B`sqi-#l=lG zw&OWZU2TD`2;MKWE0Qm9Jt^@p*EK>VE_-&sC5SC0Kf5N>0U%+!O0A~|E?tU;Sv-2( zHp(UR*kqqIcp9=8?gU)nZs{gBc`TL=VX}OZ8P2RwQ`N}Z{>pyKi^PsW^Q#_2k z&m+5iF+e$OTmXg92qSu<0g75$x#QzclbR4>>O05zXtgZY+_#_SEgkKm5HA_Fv-Lz@ zhQJgM@Se-AV?BO^^aLa%>Xs-u7Rha&2}-?Qr+)1&s)gG<^|j5N{n2zSYLPK%m~j99 z(G_OouL6QEkD7arg`W9HxgsXk1s0dLF2;VWap*uy1!7yZVkjXYaq?V!PPq{j#21+0 zzeK$H15iGL`^&K=th`#8P0Br1)?)X42QWz|iM|j6*;Kail}1%Xt0I_|?4isJ=R|gb zDH80qH{`L7P`W~`K>rOYbOFVHcB6sG27g%W+f%E1MII3n{`Y^)_gE4dXo7}n7?6xE zdC`T`a|f>5OMTrb62*WlN%=iA-rtc?vbQhRa$RHx=SS1*>Ql-zzk={*c67&`FubVe zW&l>Ei$pKnX#==w%&tcYc+75}bNCx2HHT6hqfSY{$85H-c3k5nmh?F}koY6zN}hU& zG)kWYd2HO;{4>}yYyI?|>sACU4E;)$^m1WM^lwg%b@@P(;QiHi_BP5(bH4)gL)~VH5 zv>zLOkIs1aF5FRzeOSDh=Rc3YfS$_}EX`&6<4>dE%W?%psf0T<=D-N3RXTl&^*nM$ ziA}x6w_PyRy(P;ci_K>g1rM3l4~_VgLFq-u0aOJ3lDTshJ%RB#blx1Q_4I3+>H^*k zUD{Lp-=8>@YM{1X1Brx|EK^rv%11BQ+=UXCNJ9kBEM~lbUY2}E{a$Q-d*zosFaOaLG*kq zq^I~L^C~k%@_zs63t>oGlO{4av!f2|#|Q*@rX!muSi-!(*{q}XZhEl$Es;L3CI9EHDA#zbN^>`4i`)YS!}49pi;r})(f(Zxd|U)2UFP4v9D z)pGJn@y%xsj6VTb)`0CNVe6oK1y@1gvq(X&9)B5rXbr1b1XfGf^P+InoR}@($&boY z-GA3>2eooFP@-NJequ`SGnI=o#%4>-vGJfBenkEDdJ+IrhR_d*^%YVWI zQtUGP*DWsdIvv78?-IK5$W?EuGmiija#eGu!{~KGn>1UUJi7BAUh$J49KUjNB}rAW z&#BnZHTYhQV(7F{a3i(7JeZI$R?%jJXo#QoVDs-@GtK!Cnum59+AQr*@Js#^jv*iL zpOZ%@)+N|54yx49(Er;%f3iMItf%;y{J{=!LYEy@f(ZuRy40*F`qBk#DORRJxYT9) zH&0fn=QY_0Q~^H*{FWNvajo{jtOixsLjgD`Lz&>@u|(jPUWENM^MWmMplc0^VgALF z?Fj!a>&RP?anbjSgW9RUSss-YKUO5mqdK`IHM)@N#0`HNH~QASN3iGrgBE&HmyMsF zJ>X0;4N|sTqLBk*qyu3EwHT4Vo!;1q{uz3b0|F9o3GbhTeW(FFcKE}chzh}wUhvz! z$8It;{MY1yAh5No<}sLii(=i@#K10=1zg1*6l%(f5sM9#tIw8$ZFo!W$}pQVb*=(+ zqlu=P6Qmk(o^;*wlflC)_2!DU52}Ts`-NhmZ3bMsE7-xepWPThlBQYVK+DHBI=dRF z-!z(ZLURwzh0N&7E9Irr0}nA5Zl+7n`yKr4@ItL982I8kj5aRi^a1yb+S*aKW4d|; z__Wzgx~YIT9XVE8`ELrvQ!9ryk_z2ke~biWz7yimIxr z+n+;;h+f zl9PYEO*%^B`7is3BJ8Eb_7;<=4ww3=KvJ`o24kuK$&}-f%)>{(e6xcn0(4aM=pJZx z>~1?NST(m{mk{8e%_FmmiV(M@|;z%)>{ePk5{UafDu&YS(&4;DtXqQ^iW zxIklnO9q?%kat4kH8k?6l3hTOY($M6h%_`b02=KcwyeqV@j0C&3VwWq>Jwf~!VghM zuy_-6^yB(J*gHIILpi6!A|Ko#= zM@!1+tKRSRT?Hkj)DIu7?e1DTxae8=j0t#ncz{4<{(1Q-F>woy3jT@{J86(=&+3PN ze&7Zv_pop4H3lE1PQ(ert)RQ1SC0oP)=O!!4)Mn0bUx~kh-_&J$ZA|7yerIjSL$a( zxrsrl!Dw8Hp>kEppQCcqZ6c-Zes+oZOq0~qEs6GAzZW>BORp&>nZ8j*G1T+bw(TD3 z1WLzWIK#u@Hkx-e@2YJqE8ZB_mz@c#*!4@WnJV}kt9Ai2$PEAZR3i(EK+q*sRICUi z?s973Hr+Mj3{u0%<_iE}xv0J5a1nkFp{msW(3=e)EPM|k_2duo5_jE2C z2%-Poe)~M`?;&?rqDsT)mA{OQkt-=F&Gw|>flNnfFBZb(w!_jGNQxsPBlAuF9{6bM z$4f7rk_cybo|bkeJ16Hd8Cf6YKj#Xr-!(nwlRtUf%#keAjZ6N5{;J-eRPj+TJAON0n>I&Vu$aoyX1uHip2n zvFefW9dJ$i$Yl`lAFOznT1~w80P5q)%E~3kjXl0wB5yANeLM-{A^MjRlJD(x*3>d> z@j_VjOJ)PPguu*A!ZPTBSu_zG3yHv}WLfoz{L>3CX4Idp`lYp1;_KJ1uK^SK!8V)M zvAnK+k&(m{K9|5{iJtTVZ0d>Tbyb3c&cb`TYxMm_hL+O%p)%XFA0TFy+D!YQf1P08 zhYw)p$Kv8w1g$E`rr~vc>FAJwW%YMn|2;R%W%!DSS&O0EahVDH#T(>hWo0L;m;=Ph z&fcCMXp#Padi_A+yG%ktpQ~MyyIgP08X6U4w!%wC(b4hKv%!1r>L6M?$xxUCwT(dVY;bfm1M(WY z3$yz-0AeGTBAB%;swb&KqN3=L*QKSL@X%0@zrY5+XYj7Z?y$1TfB5+E&Fri(#n%z- zg0{9cAw$E|>JCt$?+~1S`6R2aeg72I9m#sglGk2?l`WAssxB^yUms#sT^+O;}?!d-I8ar-MPbPI*rn$SaKry`z3TlD@ z4R^>Fk30})9x(;Q*07L}7k~ad^InysA-Klll!I^U6{qkq9@Gh9GFOb}Ci;vM$DuE!X>*>J<3$D{r*^JftZz;r$-1S4u14l|W zHUj9<43KqQ6^@qKYQ^H7(NkN-aQ{E@buhJ@rwJjWk2F5ZT{yTs5AsN-X|a{9EvvDk zt?eTRhtEQa#TwgBWl|$WKzdGL4Ja z*x26HHDra_K^flOm|%Ku4jcr6@2Qay_DjL%s)dF+;3k>v&mn1Aptx^2`gUi>Nk~Mb zpS$sH7IY{Nl^PFT*v{+^c}MZ!0SSzPP?Pz_n#d+${a^d}38qQMphPW`MG$-T+af-S=p&$C8p? z!O6R@INaaFz`}BA=6lQ|S=q~IDoaM)#|7UA-r`tz6Fo04DKKpHKyyBYMc-H-TKfPp zg50q)IN2^i<$>MKlb}03JU%+aSaJU|0D&R+=+P>;W)Q?>dno{FAtfE%d33O)hr|1y4Z(ycBCdAx^HY3&SHLBM^EozkCt&J~~-x6CE82@T5pNwEeQ-I(6#QC1PSf zAZ#}N4B~@%bH=HUf{%|3QW!1f3=9lUb#$IX0=aDs8s+EbdqqW&G-Z>0{`?s zipK3vzEHRXN-Rb$43#@9`V|$iA#TT>q3R_T6!-5Ff;@ z_rj2#t}e^dTI5ZpX&Fqj6H7}LELv!a`1|(+DXXYl>osMUj^R#Owq5%rmfmOj{)Rlo zY48(zn-71U0DtJp_BIFSXqpT;)Lr7Ys!B>kK>b~4WT2%z2RLhw58}pKFhL-W&pmSH z74XN8PfXOo16|{^dYZ%d z61Ll%*VfiPd7NUifiHc1gy7HUFIlb14l`ZK^2yl!IUH^a91bNoH!8s;_NBjHDLFM& zTr-ji5RQYIL%SAfw1TDWUYz(y$bC9tmmkP zhQ?QT@tZo@X9FYddXVlw!&+LzvotZG<>BRR=#k-PWYVfk=l{O_sr+!GM+WVUGz90n z07$RK9UnA}b2jCCu5#Tzk4(0N(H94<&J=70pQG@h@>IKt;-bXcP3-?OFv3T%(?=F8 z5A+a9{Ki@t6gugDxwi8L#ZHpfF!}$Dt`dp#z~N=(;1FJZfs*q57dW{0F>I~9_)$`6 zVG3}#T!bMTyj`fg(R}Vh@$OKXuHAq3K}hlP<*wyA^zhdrZ?8QEBb_%MD7M`DV3}gK zwQu}XQ1AtiHlzLZfJ{)O=dZkeO;vw#IKlZdP&#n=+S=PO5NKRqV4DvMAQ!+qI={XJ zBVMqx?Ha(4{7;{r2L<7wxd*WNkZYOIcCgI$4s2DrKte(y8Oe4Iz9nP_XzYoF1sr%e zXd-mZ+3n4kun{w8lwQ)((#kI`7KXxSy|XgmqFoPRZ1wBg7FTppfK;=I8-2pL8MTsSA}U&vWM2J#ZVYRM}s zj1X4%-N%n6RtF$!2mzy|V_@(SExF)bePC*8iXZ@a0O6?=n-aqGi48Z-p#C{~bU;c- zKNEc+kzKIG7Z?5+;KL1YrkzGqR8+>n^d@R!a}P8JU&tLDNGq%kdRp2#h=Nb{3rf&a zvG=!^n}C_SgpcnH;PUB6xxGr64K-|1%=P>Z&PE@=J-V&ojA$GA`UVY&=TRJ%d<6iF zALzo8I)Uks!e>V_Z(I9#?<(;B!SCLAy?%YR687tT;B)7O5D0`JX=is=2Xb|YX15pj= z?F-z{MuiskW!bFTuV1Ij!tY3Zh>F4iAbr?GezbypxC+vWUuS2hOGlwe&+Uodzf(Oc zP5bCD1fZ(T4;!|9pa4BeNLBS?wK)iTy1<+Zo~6juD5FFH6!iYOGHg6D2Ds#iuZKA^ zGxI0dYZe?6!}!eHya5V;&n3aOSYGuDq};vZ#SAL>wc}+_P>EpkC=2Jn#$3;4P)|?K z8RV1QoSgeGSP)Mm!4VNgD{39lTuIBeP%kkAzBV=CQ1}3-!ACcr*9~Y@IOMFXu3i>A z3!sP*c@43|w_$(faxpcL+)=?pA$`+V7p}j66*<&{$Ml|pDYiHkpM=C8TAoI=+jY}o zVznG1Fu`^jvq4Eh5LZ`Mz^wCeQ@?+|g5q1-*w`4)$iZ9 znK{oz+ZX!b?~b^j)cU;hmkGgWU4x6`n7lJ$81iX;(U3 zhWTQ)I|T=c2ct|W?A^NM`3VZ^zEc;|iN2znWcd(U3DfEEC2$a$>x zFRjxyl^{K)XJ@k+!*03T=>0?MybQfk1cGA)^kEM15r`Dnepw54PG9&sm%7o>(eXSo z_#&1s@D!IxNdx%Y_u@T|k9MGC;pST3gyqto9Pnp3X)oXOtzP|WM*qKRMNmrrmxKO) zIf)^KJ%;&5>9l%ScK{6(@0*jEe4($UH{c7#CnukV>4b%K>SyuYYdh3-`&;Jl(jRML zK>?J_dLJ8m5qeoht1%(`Fj;{PCVQfFDG=w|65P}$Aj3Tg8%?5kL_sKa|tzD)RTvY=f=H{ZR1mAGqLaU zb>TqD#Byu(@7#cx^#%(JAmiXWBG%hEuJL>D0C4LB%Q8|6MAs_lW^-|RfHcH%&~7di z^rcqY7y1%0j|Y5T#AQOlm*^0RSrZU|3(Yl!CJ0t!h=$_yc3c{k-gus`QdYzEm}d|) zQlFPE=Y}~fe!j*fxnJAfjtgdquMlnvRZ~$SNzX-+y7-xxm@Ep);cceRX>>3?>`jPb zd5@vz>O%QV;*6;J?lO0p^qrOI36dYd@6MIIye>{>_C!q;6R|3IpCm$Wm8RgGm->n_ zJ4s%z@`C9teJIrSml?aDKBD6Y7z&`d>VN`zjop+0c?w&f0a5!_R6GC}op0PldHVF} zo40TO4xZ5{&_9PN$yu5?O6$@U@XR>^T5qt91FQVn(|Qv6MuMIg-m4vy#^7+JS5b|8 zh;^NTQGa$}=B%hX7eiZHeBay?rIeRRIXAvL*l-TgjqBg>mD72%;7q-9P-}mqGDO)D zckvm+r>V{7E4H7_TOx*Zfo*=2B6pXc9l<<)1k@}ABO@*h?;yOB=eum0er;$-fZ?Ke zud%7=7R;((3^;r4obxQ#Lgd8u>gogs1H{;^GEIf&ykdiAO~x)(4L@LO;d*)LM?|#u z$kl>NQPJK7bd1Q&Y;XLZib|Yea$aqTej>YSHaM&Y9r&c3748pysH+N^7@Ui_^o=>^ zON<;Y-ah;HB;5uJ~dL)BFEv-^EkgE6e(&Xlkisi)G)55oC@0I(p~CA?5sVVUM~*R zUB-+ctsN|))F%k9AFfMHs24WBgjo~pa|x?(9k1MJl@f+S*b3X#2GH_yvF2*Y`TS=c z2GP=tY{r($#@?_D3_C|W_s-L^%rqmRrlwDCaWoZ2%jsWLzPamg*CLDFnl1&I_cQ(0 z-u^^2N7zGEF-BX$!s68o*?Qenj0Q`QKYd%<1?K2Y`+}Ew^7Rov&Qic}-o-zErXP{f znfdH-Pb!#V=)SjQagX=(uDM;zd*Q$y<)B#LtE-@jpv46+R3p&Im!Jrea9BKr(F6@+ z7?6PodJBp?+C{E$=9?dx1VH+5rTnC=_jP5uwWoU@sr@PWN`Qk}|K51JPRw1n8NMOc zGun+KwP~M}S9j~o())>PUJSNtVQ7o0fB1+|9r*dIRq-PsN5>*Z(}O{~kCKLVKWb*0 zb8|Vv)V%OHaIWn%)4&aWYi_QC{t+A&b_Tc`@FNI`icWzgP|(GNduw?tXu35bsi=qm z%Gxzv7dBvyF4(TWI;_0{v3h97{k$#l{8!EP`UHAsPCM$W?A#cv*I8(Lu`MqyTyP8v ztFs*?8$7c}YW_b+dlP7^+qQl5rbwnpnKBDSD5cCwq9kRAlBr0g%wx%vIiZq}BuYr6 zjG2cbDUx}fl6lHlrhWYMe*bUpwZ8qWwby>vde(Yg9{2qluIs$c^Ei(4IHx8;Pf%Vo zPEPlH5yQbd&e>yb?Q5hUoavl-?EG1}H=^Hq2XD~G9;*&fHI$za`}5(Mp0KSzgZ@;! z;pXXhCIt4&m!GiTb~`{3VXww8^y*{7YLQKn>8Kj-#@}iOa#PckHEad!fxR_oQ zIu}`W=2h~M?7Xddc4{^P`5Qk7I2sE%hkl5nb-T^EH#dXEZ)0A3bfWE%+A0k)q5S+E z<}KM%QLd&pU%$cnQ@t6^ob$Vyq37?A@vQ*$ep%w=+bQ5v(tF)`s&(~xK(XT*pZ+jr6#UIq zlxv4m-)UI~C+)sZdySW6=h=V!uI3FRn{Rq-^G=)RyJ29Bm72rcnKG4{bC>pP3E#eT ze?zXe{z96P@|M2S%vcmVbkDvx8m_zWo#yO}+JWO=cPU-+V-I9Ic3k|;Va=OoV~*6T zScP0!a_JxNTFsguAAOx!wu#C0K-KlDL1wwGoaEvkcbe{(SuyeX zdwu_@!z|0w)AYO2-jq)7aK3M75Js!Bf&mf5b?5cGk+@R$hLzU{?ft z>{yp$WrwTpy%MB;$_*+yy4T;$EL$pb=6PX>P*zS@IY;S@N=vXY^jz{cnRKF>*NuA- z#5wk6Pfx!IT|&6PPiD*O{*jOSjC!tg2>rXJsOMiSMDaBFq*GXL3a}e|KGQ#yCHF}0 z+ML@@X7fdpOIwIYJFxV&*FlZ!&7N!7j@>b*`nCs1g ze0&xIcSTZce~xf|H2QMH!krDD9RKqDtD2%`!XoO!lR*I!RyJ8VcM8J=NG5;m3!^j4 z{uWMro7z7e#<>12^>go)*}YMCc&G2K#q8ve56|iC?;EyD#l}_CUB7w!xcF=PS9+H% z11Fx%+vMcj$$3HdY-GfbN8I(ZS?W@S_RHEOgC9p#E)pDxh1cCLDK@izIXQ}+_{+1r z*Np!lYg#PIn^Cjsu5mDc%1(8Q_;#86-Mz1M4qvvcvaybzSjo4$6MK)S;FWjsrfT$P z>F$#V59ipHl~hq$Qh4LicAwm5tWjQ;a^*B<}EECHo9+2@I;Wobu8 zsJDb?If&m0&_6(c4e{oWFK7jp>rM824>#cW;IwJv?ug8iqfNNF&XSqsWaiPyV}TvzIT`CFu>TK2<#;=g5Ds#gbEdk$1d3 z&e?Sn?PiBh&oyec>YT7FU6EW?U)E7v|ISTU9m)4qwMyA$kZ{^NEM%&xT%-sw%J=R+ zG(-2-X(qk0KPHCv(4nJ3hXnrqkuCeyr567s`BdH8-iT~k3r^xjlTOtSZ+w4OL{tB~ z_YB*y7MniZ)CB1TM6fBHLx(ozwq3krE$(3R?)oo_z=?+|4;P~rs#uBSwZZ(;&cPn; z{D-z8#U0N(b*(}aXQx%H0x6|Gg(AxIsY_Ed_FRA2*0p$f>ih{QDraD`;$hBAQNHchHRFu{Fx%$7y zBbcb8?d`^rVLPUxQ1fa#-`jKETTh*eaZB7XRc@@Z5us;oYw}#rvHS*x+s^y|o#N7x zRP^1Yjk>pm&fcN+HdXVbSbl0**Lo_@#CrSKHs+zmB2F1QPK7Kb3E~~B$AeUjs8^KT z9H&1GKO#piU?Z8hO@i%=j#27lf86`BMI)o3?o!4H#MRuE>0i2L5@rQ+%#x(;KO+oC zm2pb8w6~Xcb#cKFs3qe{=xXl&#O`g?RaZ7^!y(!C#bT%VHeQ+CJ5IZ8^$(4I+tU*+ zhs4AuFTRau%-JUU)5IaJ%69&I9=Y$^4Lio!=Br+I#P$wuQ)~>~zw9_QKVJdbje&uI zL?UX)y=c4GxpU`p=(Ajq>rVp*ya){6#?Gz`()qmrLjg9FcXSx^jiA&!dh;wDy>X#; z%SmY|8)+7b%V#Mo<+7H(eyu|E4}^aT!X$^J)`~Gz-+_qF2S|I zLq1bqv}kSB^-*{@@18xhNRN}!(kcK4&$$8ZgrAKMn5TU>8rV)yd1YKXCKdHC^rM5M zMgnuglTQmy=_<%|5LEo0DF~mt(6u7+`kw1ntsRwY?!=AwgRCS6EPUqt`OUJjvfwf~ z0eO|9hm9wqx)(3>dpBwss3$_@68~>y%)_?80DZm~4W88J9Dz|59Qp2>RNr{5a*YovWW=~s$Kv1c)n$zeUS$(*}>IwwHZ@s zPTtc-osZI_ttA0?&$;kM{TuROA^VekiIjeYr-r-2Pv+OLsVar>m`xo~1 zFg5yn^vC;|^mtIA7~cRNsea zrsrm1VJWYyOuS}9Vtlai_en{q2qPbwD2p*Uj~&Al14&I?v0j-6B1*q?QNOt5^89Tq zKP81!xqi(z`T+L3CvPS3vMvVi^zl@AaRjsk0nb29K;WmO`{CifaG1J1Tc;W-=dTp! zsT6lL#15#WuddK6OUtv`+5XcRbu<>}v$Q!mWgK-? z-EnWE*Q;`w6PeHxme#G35-XwG5^?7KFWD|R>Gt2@MDRoEhBmu4vKNN+xdHqR}Ukx@SuH3d`(_v-152YNWJW?h&iO{MZr``P!sQBJ3Ei1x1oPPzMH zX{=j^?kW_~r~lNDQT{g4W&BO5^mK&@aX_1;h)mDS$p#cf27kQA_jB8I+K~KK5r(eT z?ML(T;`1Y@jmF;yynYnG_0dxLU)Z+%UYOtZOhfeJpIN?T7qNPiL!3K4NZ7%Gxg!ohH+=-8HgVImf(KIiK!)^C*B_ zsp5jQ<_03Ki@JYTShOaArT2TI0Y|~ppcLr@%1Xm<>U*?ys>=5d{n`w-(SI`nWR=`F zZ|Yr$*S&kFi&*wR6$d6BSxgw&L_Z2Xs`vYhW~!tVS5xU`Zy9OgDjjCh{iE2fPzLJf zFSXlAOlz+Y$B;f7??$mJ5j^`|P%Vl5GFcli@a~_O*Tv2)3E*+Y_VS4?3|9`{s;T|J zmfziigyS||x2Nmd+rG44MCj@$&^EV`Lwb4I(Y`#1XUoQ$t@f&%d`yYm{>FVWNsjB+ z6({^Uv*o4&Q{9PHDfj){;f)K{?gBY`j~Xj(a#+y0sFk#Z++dt|5Kp4r@5BbJuSI2L z(c|Wt6d^0`xfCZXxGWqN*7iH+n^zKAC*p_a~9-i_cyUy=d6^z4cqjNymWCq!|S^Z>U_3lM{u7>uwfTar1r$ z3$M~WhUq!f8#X+hRu5p2$=myrNz-y+zITvTas59}Vx!`d{Xl{8eq%_8GZ$bVJKPOx7 zFBMv4YJo|T{V`6->tEw8bSjux$cnkAB!L4d@-g$em8jbvKCnF->$^K$D96Y(M1B3k z2cPh*50dYDUBC6&g-BP5y%@*`e*~rT^D@cScB@>xnY9{;46xtzX5TP_IFTfZ=G5+t zS8?+2i`7PcwJHvB>m~B~e_=%KTrUEWPMs9rRr&1Yp4%RR8=CDVYkx*Z zSMAO7-{gnoYU& zDdnMqR{iZvIW`ksj(^ldXylmsf>BGLq$s<8T3PT&h1()ge2nt?lq~<5*$3I;Mhc4I z_C)n4at{xW-28lgr~!hQMayt_L%1{Z-5!+W)dLIGZ7}5Pc$vi%m8W%zP9x!`X?v^s zQ}x}4yTlKDdcQY}7wIFvcL(+bxsX^ZFCWtuh4|bQUS5y`Yh3+Fx}bN#yn1IQ_xLE_2iLk=sT#um~JgV2n~ADgiX-*M9j@2BYOe zH#%||p;L2#{l)hbJ@IoFF1&dDoCMzOBVpPM?&=cg2|`a+H~37}Sqy#_fv{C9Z*O0E z;C56=iO4&^n#doR64%e9LYq-D0W|xChKAP7F=Sn?$_cWa&Ssabx!gB6`sc6HAy*1Y zENh=GBdR$^pN=y1GGW9me|Ng#%*$s)>R`N#E~RN08}PZ9vPGDo-YG8jD0DOc>C@QQ2D;GT%EHA<7j$hBs<-e67qg zO-68jVI5KBSt4p?RwS;W&jBGzbd#APyoyUTA`i_rKtUHYP6$#NxBZG?FPV)V?&W9(L&X zBHo2J}`cM>H?`ws>o zaD*Yy;9a7kz97$4Lb-x5+5p8w!I3$JIzuI@r>8_do*v9d|Kq?eoZ?6#$@)?tDt$b8 z(Vfa+Q0$zta>|iSwik_?+(}Y!8P;6k>NvWlsVrYCwzRm|kXJ3nxN;Ea$+FGC z4Hr%)_Wz1ma{aZ*HD&6Ohw;75^Pa&SJG)*71h5B>x%UaZjySO_{&zHLaZ_h|qOM?A z+^biwqJ;V4Rg>#RY!>yo4#uigdR2c&s_R_gt_HFcXV^J)gWFoJt18O%7ZaoW$3n^F zuS;gMVN}a#;B?H6h=^DRyU|<*Wre?a+T8$m(HH3)(Wevo*ZTGYR!X*>>@4DZhW_ii z(r4+~kssT)GHQn975l|Lh#k4IbuHtyj<9#7Obk7Gs3nobQ^T|O_Vgzfr1(#i8yT}K z0b3RQys`W!(s$_PjjJ9}-<&hUO;KB`PmFrkSQ$j0R-V1EcOq<`I^UGyRYX<-BEBCH z;eRZM`6663JE+5slM945w%EyVcE?tggg@Qtwp2nADwv8CM^N`IyTkHV$IFIX3X9uYG^qoxZir!BrMGilbJJTCHa-bYdz7xk$5&q_N|(foTY-QA9x>z>vTu|^cEH{C_WASYY$<#aZc)d!x7hR2 zT=&p8X0GX5^%8w41#*s#hzoDFDHwYp?% z7vjE>lo7)rzGb#D!>yp#!dk%c0ff9E?Ni#s-yAaE#I;JPKD(rI-LWO?QLv<{Ro`tt z{cf(2QO`hLBNxGs(HVb~aTI&RZmrlMap%OwRaYX4!6Ze090a;}(IQ{b(uC~h*L)V8 z4cm#QPB-eV@yT+ovv6jB*&H80^Okm2Rmdv&gmS~!#Gsp?`|H>f6sv?o0#R`jegDnGn?*>4y->uQK}7!Y~?S>Jy4saqb=+nw;~s{FFB#ZL(H&&oG$mnhZBZenn4MT zo5xOkDO<`H;~kB-EGxk_E^I1H2ZQ-yup~GHuFF$U}UyW=#VrfTU?#i)$SHu`Gd**27-;y;D zyv?l>eSLRucWiG4yR$7X*oPl$hzDCV9b0~Asx#REun-wZr|GfF?yoEv{u^yt=@~U? zDi!mzh!1$Hl{|6-ROHoPY61F106PgpI$Ow0DJ5T4^yh0GlZh}ggg5^qNXf$Q_jWzx zivNrFS{rS}*!cGO8){>Yf)MM_Zl!SDO{6LN_oc=v4y998R_S{Wh2>)LS_CXPw}ofZ zTX5o-5{mafS*YzN-fz_difit|bw5X>=?|faL;H`1#_yM^^80;q4ovc@s+K65>pw zW!>BJU1q6Y`T<2RsQN0VmrP*n{r0SVZrYR zgySe_k18u~gn)yQm35bGmhvfn(P9qn$^1L9HQh})bO1dM`8)Rg;Dqq&W%1Pr?PW6` z7(;pD zVGn?(LXJ0qAnHtr4nN4Iwh%y|SbL(DaBIjZM)?&Fn3uJX4|ln1%zGljWm!8~DLmL1 z116p=cM0)HI2KGZOZuEZJ*IuOdHxAwXJ@*N3y;i)-T20UfG0GEjGz1U{Aza$xOY#v zyT}bxe(%W0-OWsbJy1DOx*cGr`&AP|gB6P;@)BC(KY#vwKk1T$BS9o(udzQ{9O7x> zICUgk*MF6hzfwoNU$Ac%`EK;!|F%_TI&Q@5P3#vr1+q$Y}v44Db4mL+1=oWwm;F@VOFE%)-K?226Y5T z{(o}TjU=FgFCcdzys8(bXJ?hqoMC_{X#RW2+q$cesm$Ui35rg)un6{HkaCdR!aecf zUUjPgi3Eme#?P?~r^mS`Gog0M%CkM$Pq(rtr7B@3(9_ea80TuCZ@p)RhIg;W>TO6+ zs35;1c|siyn;I!8RULO# z#FA&jjjt<)TO@Djmrb4b> z;g86ZBbbm00yO^@6Nql~)tM{LZc?HE;erI_g|#ajlL$c%KLAfcx5n-;0TA&LEgw>(mftlR$?%jnfgAndmHtxZFeaf55G#$PbqKOKfJi>FEvga zk|&^*>9<#0%PQ+s`bI$eN&-_bjcmBn1L@|aj{%HXZ9ushcI>!5d((#@a{m?jY|D1P z4V&moy1To3T>cx9bGz_QP0Yo%7&syABF#b&=EgZfM+`NC)41l($rg$iMYqOY1j#t! zXnl+Y)E9n^Ho5cNRc`q%M~a5!~S zQxm!uVD3lByyqNANJt3M{!6`OzJ&VMy_qXMuS4v0NnZ>LW7tzDIx;?6SHgIS6U}>{5PSWg#Xdsig*KPo!B`KKV)vDM3ZeTBy-SDY6ixQ&mpgeM^$k6^luMoOwhevkv^>ZXJaV@xPNBdS==h4*-&15!Ski(li<8MoNr%x*eI&ZD zuu!@2%mt>fr{15i89*hI_7+75tvWj#%H8$hB$&_@_k|e+CdI~D9P&4BO0WKoC^mtU z)92dSw~huWjcRAMX9={9sO@RJ$ymoSX*4w6e>K=ceaH*Y%FeWVQ0y``qY_iMxNx5k z(n;C$kaW`wHlt6WF-6aG_(#Ij?CeJRZy~gjbI(%$3eAaOC_v1?m)lFfstBMb90{{R3${P$tQO* z>F5~w`gRNP&Hw03J$SS&r<{0%EY4!QI8R^wu0EFkv~N8N65qA!d-u+2Fe+%lBY8qK z)|=IA6!!jrgytr(!Jb-tMDZJHY6x8>hteW{)JCuj5LtO2ts;&H(c$6maT~O>waG{X zrjPWKtRv=+b#q#bPxyo6 zCzD>+m9}blc_{3-H+5Jq`6QmnLBI99R;Oo85(0kI#A=3=Q6$HklFYX~h$N7Vbd=n1 zYC1!{_eP}~gnUVVI*X^7`H8jBG_~QdfdK~uxBJarcVUWjhzybEZq98=!P4b|2q~R=aJp`Llb$ORHO)s3q8@Z%|GUNYe5pChw^myNaC=YcKaof=9&d zv+OzN35S9W2;}9M_P`TXWrI`w&4nC#G?(CHu;~3k^JSmow-YaaMU+?RhBVeI)#Vp@ zH(UmW(pYxAYCWtKqx%7{Qf2Y#ocM~N6Gj-^g#oe2^5XPXJyp@xfw4;knZLH#ojfq* zlwOgu|8Hq`tM15q9B3mS0SOUNYC{Q9jeW$>mu#4!zf4GogMfSM*<+%uQ4Qn;?Sj!2uk+f#-&%E;BVQWzJuY-+NzN0JZC4Z9G~Bg;#E zu|v&bW=Ycy4f}`AE5BZn4o7-03fySXRbAQSD zzh%0m+!Q!b<#R=auuWe+MZcaZS1~f>{b!X#WAX~v_ZLZfm;JVwoz=bA|8+Ipv_*(7 zzDY%~{50<6xD2`%@2Cr=%&5(|j?;C%od*@Th_i^1n>!Tk0t6^SnDubu0F){E^J|Cq z;OuDg7FhQ$T8iI!VgS)j^Px}t0~%}u)jXG3w0`fxo%vTI@^SE~^NqiJ`SQSD>FO_E zzGG_^zzDNQ=?v&%EQnKk;Y$1b3uy{D(_&G7ar&z=`a|`J`aZR zYnKc2<+J*7za|5G%Vkd*LcdivSy4csnrk~wJ(D}Xb`$9!I=j#e5rkv17j~;@Gt%f~ zJ(uTj%|84%>GAk_I%xAgynklUwY==9M*|i~eQA(W6|1^p@W=A<4Mjyoxv2DxE)kiR zMV9{BgJ;jW?rqPOS4|tZ2=tp&q8K~AS-&i@(`IFyjWaZT;wuC zmEv56?6@rqfIU23eMC!&Wd0SzYiJ;lhHa8GJp|+%VFvZuBxX6*xsJukyEYBYKttY# zBkXVG?%lhkoH5#jle2edC;*Q2Jt$wj{QWoKc$lt{oh(6@EtIY|rmjD)$hov834yAw zcd)>(En6Ptap0w@%vb*lKt%c4^DUjdK5GA!z3@?7=?56Qfdp*M4@|g0t_|5}^IKI- zO-5*PiQhx2O`(?X{=^7xzhU+6QWk$J5~*tk_r~z7gpb=1BP7MJNr;-Z*k!s;P}7(T93hAUOTM+er zz&?O0T!QfSTrT_#_UxHLFBs7TwAkLg>W620+>lH1UG02#;ifVlqolHgrRGu)h4C#D`m@KJ?hbfqKvX&SO6}#5E#lsUFJ*bfU zaGs)JTchkt(r!1$MM08@db*HIUdsssI_%5(es(Af!l;*vn=t+deXqtN5=omcr--~8 zEbF{%ur{L%_<$G7olC;%>j}E=BOBHr4A_Sqj1EAeZU`N#KJQ+iG5u4tVQ3@Qj6L{d zwGlh4_9wpX1Vy!8feWce67^JWUfv}*_HG$R*XQ#_i|BU}78ZnlKqiWk6shq2blWB3 z?;fZtmezv(xIRa;9yk7xjw)IcH0MPI1z{QO(?rH_|=61%lDSd?&%g|G0Qqnd;}C3h<=al_;+Os3t@E3rNe3wk`wij-${(0 z48Lt4DLXhvBB4^$@vNh z%z(CM#!c%&IwUNo(O60tTcPskO?g{X1_{7kIO@GI_@FiNBZ*PKJW2EH3-62=a!C2K zB7mPXjF}ZoGOs5bU`a~hA+UM#X2{ShL7cop6Gg%5-%&K8vmh11{Qa{^%41ay?f*O9++(jVEa4s*-DN9)7xm-& zX_tNLxs~4<;e?mb+1|bbT|}Du^^Tr8lE@TLe3ptdG+IeW@ho?M|1E!MzUXlZ0K&kR za7fILT)mpqFmQ%H_sNAj55KUteEwF~cy#yr8hH3!e7N^mzS+hwT4GX0NsxFE68bG~ z&b=ci`ZW;ykUg@O4madyEJ5So;@r7*WwNF``t|QMui|=vYtgUbuIKq`?Q-3%6m*7} z?1*qmwUkxB)bm}`)EjPJQFf<)eu<6Kk%Kdmal6hLj!l{z+w>nfww!#R6t{<>?T6dR zyjSOICPT}7&pa31W(5!R+OW!BU18C+@;_!f^GVF?|D^?}x33jIb{w?-R+98n!F>Zi zfA(Ntfilu+0xKzLZf3!xAJjzUXjKkGd&z-O7vR`L9}t>lsZr{n#ih%tn1LLun$p#) zyC5hcP!$eYr#Awp1Jig1`j%H(sEngTu!0|kD(OGg{-u<3*5+=BBGgpyD%dbQJiG`U z&x7dbAowm%Jq|gK-ek-h=*PIFSlGvV{JbB3J znosP^0uoixe7Q30%wYSwK~7;0A5IZP2XM8+2m=>>Mxv*z0)_P352vZT2;mB`8zr(Zhv4Lu!nUyB*YUc>Xu7WbPTG4SFmT6BgYX6GXr;t7LSypiX4%?M9y? zJk$yF3PUuAYgE$Ith0122ED|msK||X`!G9MN0`X&F-@V!aB?O9=YMPo6A?6$H^V z2m13O!kXx+yI%LeSt{Fd*D+^CrIOUjNNG55~aJ zlI^#UNmzz8^q6tsaGS0G?FV)!;%gyTMiz?UPir^jTckkHBYk&zJs8KLEnn#y~t zovee7y?3r>>R+0NmkW{#V}%?Pxa^3Cuv6q(IM**X3v#1BE}Uq}lXCl;IlBx1g#d+M z6#u=*%@rMlJJ58@j0V(uI05?MyKpBWf`#xYVoPx{`r*J;gEE&duYkVztK*r`k`fP2 zf*eKGn=lC5Y%-GiGdZ>t-PCo;fgs8;^%59XA zi@+CcX_uR^)YEskGXa4j5;JUpJo{r=n&v5V$>#@1E~R2fPizJ_+~X^xS2)})R({wA zC+)isH|LtQ6$(G{<(tP(A@tB&*G9ox z`T2|Dui^L$Y09o^5lA-~u)uf0D!Ivm2q zTVPFwYar!smjAlcz)IU(-f3_Q5A0yAl@GE9E11M^G|h)atoJz^R@m;fpvNU0A3XWmCOenf zN{pKJF7^F?pd63Sy^7O-N!4Thei1_ za!eIVV7LO`7q@Izz#wTZ(zbLnPA^h-JzQ{b{pT@#@d*7%p2XcbxV~<#_lF)|zhl`tib5~b$BhRegl?A8N3x9TWVbhydPm?#CzcIv`q_V(}R)a5dkk>QHtd^Eve|@Yw z#M5f_iwQoezlpG9RWcE8DClkh!I-qq?-7|Xsq?fX*4oDP-+i8_xPX@qiDq;r+PBcY zp0A3gw~otM`Y8*~RAU2&&K!6z)jEb@8&<$KExrnJjBXjKb-@mI8`{Sn6_okrd_F+zHS zM7lyw@wPR=yywxg3pOJSyM6rp_@H+|Q=}AJ7Oh*l%p^*$9%z$qlL>0{+b%n@WZ8EA zcy9jhSYRHSrem*AjA-*mrdeqLbN~lzYyutbdaRt8*$1~T3=c3^kc6%Rw7`#}Z=1VI z?{e1TVe_VBvKJXmxMXrKdE)^kCG4B(ehI{>AEv;ZXd?9mY(w}KkUSCXm-F66Av33? z^q&1(Q&XfpAoKFB{{F2V3iKowbDNz7kDgvc2Gw9-@HmXU+^10q1{B0cK)Yd>6RehS zM=c@G`>ZrqMx)@V_M3`-wo%^`R9>OrV2Fj+(o~GzKqrC1UmEFoae4U^s;7 z=li^N5qkH<%f-}G=1a;qlIO~xTEfBF&U(i3 zJj$xGe0ZiQ3As`qYaz}@j5xGgNN5urhBv};7j#tslqx0=t>A&($H(1w*uy4+_yJ77VR1T>f0#a`zmumX6 zkaY-p9uB4+m+Q23e#!kSbeP^ce8(+6ivh6*cqonenG!;(i^OF#T=HRXQT(%Wb#?R_ zsl?RwR>7Y$2b!CRP))au<;wK_No`Zs#pF-RlDjvowcMg4P5ln2SuFot<8+7;D=eOQ zXYhX_RlO*aQcqaSm4x)QiVgDnb{BaU9K*7fmZneE)ZRB$FPePdeEQY$eak`un+~sh zRsb7?>c5yMw@^@@Em zZeY9p70m1cm#ImID@l?@9z5*cvYS2|u;KBx$K^^T`|~doyVT-w?2q45iH@pgG_N1= z%%S#JaijHf+Whkq*ePY_$jm)L&BJk66ZMV=V;>J~dfyv=re}DOYWdM)|JsG8n@As3 z7B97aEc*V(<+FhR@!>l=U4m}LvZFJjdDiIniRG0D?H@D2*KU$VRGEx8nl@*sI`#hj zi%*xxn{9T)af#cKOux~7ZTHyev2HGbaK{$BR8qQ$y0e_D56drr6jkHDsTBDYJ7GG} z`e&i^MnU234J6$7AvwiNCh$~`uPY~1-C2F$E}?fEA50SKb~)K4oU|RmvZ_Y=n9E%L z0n%K((=+b2&4*WFX_)Es&=<90@eQhq18DZ4jrqsf7ccK0NKXB9d^WcLOv8vemq-V^11w~gU6w(avhgn zV{}5m6Yu_|1|8aE%kOyFWF#5x?S9U5WgDD*d5gk|*V`I3?T?S5Y$1-2cGiqWzx~I; zNuG}4w92_}Bfb(aL*2LB17+5xeTgbl@tp^M-9EAXt1emAkL@^32G-l0tsds6uH;%K zRPosh{2ao^cs`L4xtC?mdi|T!LsJq-dH8@qAo`(`w$IFIk(1O?M$FQDI5-n$Gs$R* zPM16Ti?vvea{Lt4mc(;v*t*;>=T(dYlf9I2_2BV=Uw7*2O6?+!;CDGaT0P>a<~@l! z`l&p2Oht5mG8r!4_rsorqUYC_?m679{(c;W+WY1@<6%!u$PBrlK@1KiT!03|lF6L) zSax-aDG~s0fPQhc{o*$XJ*AM4s!3*|!=Cq7;nAr5v}0B+V9ZaFWKR5>X}+Q7;EoUQA~<5$mjG^asc4)Att3OC|@mB^8gR zd3v5|@UUbeC--FN`)zOg$J|ga`$OgymiBhBi4?`ho{hR|lB8XR+hNtfz_R7i`!Mz=dVn9ici2mEnPnq{v%H9jxwCTXJ+31d4iFidyEPeH6CH$in4~rU_TiN z?QiAWYxc^&EIbkASQk0BZCDe{`}^yxQov}}cMCM^gCGoNFXJfx*aH%9(~MED<7YO19IIC7(^NBK=LCZBEnkL>Ql-vJPiANZ)n4Xc5Hj@LzD6~tH)&#%~3WtyU zyI9MThSCR-caMLl=Gjyk|_g8S+5HDEI7pm1jP=tI?yglyiQ6Yk+6dP^BY6dT0mn4#9o~3 zky(~_-+BW*#J*@FQHsm8oHRYa9@jhyH<5317SWz7jkm`#ewoHfaxcC4({klo`KpD2 z^j~!%|6`|ar-@jvVQ{RT2fYXvM z!@10>j0BuKJRAsCsTX#DPL^7u^WoD4hx=F*RZ4M>xbhdnSg-H3AJ5 zS%7W|IufdgNfm_m1p}}MCKAD_j?aVZ)Er zG7iUSxfKj%Cps^j+rtdQK<1!hXyOjSjIJPz2q26d0fGp_=X!VZwNBj~2X8PyOS%nZ zE`)GL3t&ZC*4b&u0UK+o($%~N5P$~Z#skpfvkxQBugNZb?JD!7IR?4xF(adAv%B`} zc{D#`|0WKegxDy&umIu1I6R@6XYwN1H(L2LViiQQE*7_n?AepKbm;NA!68N*z$MX* za7mPXM~o{_k5%Zjf*C^RM?_ja?PDSRBPG@ut;)#!!8aslreu~J!DK*K>5aMA1$4cPe>BUyhF^b(`qT@WO{vd#cYF@E!P2Y*z zM#A~_LujmN^L(P>$_ZL7xy8JtR_ows%y1gQ%k6qzv;IG@V3iE2yCbaRS@q@(i46qY0D}hhOMYzwLgAd}Z z*&!^u5WF|ozEPl7qMLtL%Z^#}ibackG=v$Xi0&K09+8rsBLHre?jeS%a5;S}ZXAL{ z!4w4-;WuUE{^v5G!X+*K>5c^0$A!=WV>W7%yK%N|fxwe6?OofPYJC~#vgX}mDfNCSWjYk^5&ZP^}zKoaqw%`;jF^bJ!5Xh`4T_6MYq7DRF-;n|jD zT5Q;kKyeoz&>q}mOtVz|&eo^<1O_^mG&W|HTK|Alna+Jw@OX+rM^Z6dnTUxYJz4M) z(dbNs71maC9(ZC;@yW>mg5z{AQjwzCS@L5L^{}M|cqf zk;qhFu4Bn+9%kBY+s4ey2L+Rrl@+8}<=DT|7zfUY|BDP{EJFpxg|oOZETX=_7DpfW zBtci@)DEZA5KynA<>lfBP~e-wAj}2+iV2p>d#=Z@F2+3ipN{!~Tr5I_+Z)ZsSYjhNbET!Kbpy@W~z=`QRm9A3t?!JLw~)UI~F$x41=Re)fIu3%REQ!0;E6<=GYO$D~eyqpY8EUGJawSIT#;C zX~8biwpM;206RY46i7%wAd?VvunPYH_TWg2mfIyF64raes`&cccG5d&0+LUiIu#r# zZU1U&W`^n6vuA{6lTSpXdO~WjHkJjgzuWOc!oC-aM7yD>sjD~R!+r!SVYgxmO3J&8 z{3^%clQ^%ZZNRzMdSzZLb<5<$gcwqgPiR-#0~$|o{kUI2G$f8$TpcFw9Gaf4jVeu+On5{+{B z-_!r{OZ=Bo`4a~Y4-e1b2?_j;8W^J{O%wvvHtJ*Em7p~T#8RuEev3P^%ciG@vkiHg}x98>M$r>2eySTXYgzFhS$iK&Y`C#;bm{-8@ zgG6>KdOSgkS4yg70`gdD5+QFw%HoSyM(|cBnjsW}-g^&L8K84uP6KymHZqXx0 zsYHZ+@aU04=Rp{RRX_|hmJRNhp77G2CA_QtV=GvBa!wn)4(25_suyk z2!Ttgt7%}wY&lyH81QsE(OSnj+j=Fo6hC&IA1ejTOCllSEn+jpp0~;{Q*&Saa|PzY)Yy*Yglw*va4BrbvF0X3C{TfH z+#)~AfTJ3|jyKEMWgSO+uGPQl#jEjR=zClPCc66*n&$66d2$yncXD$L+Qd0U7^$I@ zbr||ihNxs^ljiZK+Bn_(8#@js8hFgPU|eFtisH&F6Smns#pT{D$4{TGMC&)PoO&?m zE2z_!n9L%FZgWCD4jzB_g3K25vYujK)C?lps%#t`w?mY1OYZk){vWH5*ae~oNhNfq zQO|gDjE0cBF%kh1(X=jP=?WnX;n)fp>%(kf`T>;9N0EoAsQ96Cj1eclQzaMPjmvme zbJ|iDGSNP~kZt(65+Wp6Dm5zJkFfqmRx~08oEu-hq~i5~q=f}MPj;v4ThOs6xv($IGtQG3u;TJ3 zZbIiQU}Z=6CH}lYD6`R|c(S(9BCB&1_eS{^mS{AX|44YmveHtXOVvf(C^M5dlAuLK zf;5aM9Sc=p28QS|_51hxcHML5s7R>)y+CeZS&em7n@K?8@TP7C$0DJ;UF}|5@^Jb2 zK=p~uuVy%an>wqL5YY9!EpcT37?FeX9WsXSHss$&U(^u_Wx@(xOG}G*-DspbX^F&5 zU64s#FzkTuh`!q?_Z~f`_(s$3*cDVlyM?3voa;ea4W?DLZUWtjK^#lVK7 z*irW?Q1On{m9Wec|7yOUz+<_&J+v#~JxOqsn4m{DOx}MIGZ+w;gyeJ1?U8aCW1YRV zBHBpTu(q8KgDTkv6!9YzFGSQO5&p(DV7zy%UIGdbF&%Hn$H#{JrW7R~!B!%{BeJR6 z%hQ!Pw>vP;z8@plh{ODy`^v4S@~+IVFIByCiSM9gTf@(O!gLhxuMBvzY0e6)?mj^* zKZSF<7k@!yhd8XQK3F|>f3ymW{v#++!ev@LMrJ$0(qnfrLdZf4q$YTKVp~o3SH5!^ z*M|vg`mwIqfX}T2byc+s`O;*;3_a!t-9bi9fKYHpz45@*gXsQ37=vWe8^&pUn5tEV zJUCjC`mK)eG|-9{+1X82OPSZ|_d?i5?08lghh2G&qkd3`W*+ZE*-MyTqthbKm5ZjuETie>g6Jmnb!Is9|c9_kxJQ<)Zh$IDm+^0n`ybN}GKh7mBY{K#e| zB=jjL-PzE=N}5|Ual3unEDf^kfX~xFR!45FDF&s(R3)Dh2AaHcS~tG0ejVpvf8TMh~O>Vqpm~F~A$`W%3%*J$4?1O&D7o2d9sJ($rDTsaNes% z)i);b?z<)ReRoAh&*&QZi}-7W4zNeh8Fk)~TpZMX7cjN(K02G<2bY*`)^Gc!&5b_D zUCz(vS*fT@Ou$o?_4k*hPf?-2{PeNE+m(~k)qzS4=SNga7t9{_=o}H~a?3m<*J1ef zk3R3lnsA-+Gp2q&8Yw_b)-dbwW+ZJrpU}uaE_K1cxBgi858FmHJ#`@WwX}hcUX9)x zN(&3QmbJM>tY%#N^?}~+e*>}`R2}iE^XazxQkPh0O|!5|ntwfavv33qzNgy>{UI_m zVFSN)BJfoDFDXqAblJB=KK7S8N@q?Rs&qb!txNcj*-t&5?sML=2K>K+vv%!$@?_S% zuq=}x5CVdyeDxhy7JrV!dy0&xc9yr@M&57IXk>n*hU(`rqjTE@a?7HvfBG z>{;d_MQstjTRh}_-&^b_JwLtVl$&VJvyHkZFu(oiV87SWt)Z#qh)uS;QaEaFyHDj+ zYUh36`F_DyEsVlQP0xW=hhO4wFqNX@Hfo+So#{&|GUYg`_I);_ z&f2;TcK*Eo=AhU65gCpeVO8C0lG(9)%D|FeQ&trIyyI<0HywZ8CP}LP>6qo|&Y%s` zBY$7)N_p*FoU=8{e22`UD{sjK-y%kW^Lg$X@anwCu+$wf8EXjg%G9Dn;+oWP zCQ-zQq?NTtpXQM+B$h~v8rl&*H-^f1l z9+64OlovDz64)|dc4bXAXfBy0z28jJyZLW&cmRDp-;ZvZBMMwpKav>Y=aidG=nimM zH5*<|6b+)*YTmTU2gZ$K{e4TG08=e@RP;;A=$UgDmEztpSK0+1&o?OnWp~bU?&#b* z#v+$~udA603wQjZX*vuHrzR#{P0I}9J_{%NDUn^3?_?ZGRf;g7LvWCYJwIAsqrI7w zl-Cy_5-5pNPgjH^y;sm94Csu#=`2Gu)pFh8iz2LDkkwevvR_gp2vY_$5 zGu9KsTLT9D96pw4tkPLg4fMsAOr`vqWU7n#XRucBRP4>isCc!4=to{*6muelS9Pow z4R1&ZTZp#UzhV_Q>*zGvZrnFKL2bR|kk8VsvgVV46TIxR)b;UtF8R#H_RrEz=lR6F zqu~koXT&E+C?DKju^La-s@UD~%IvHxr*pRuKrk?EoUnI#Tj!F?i-#OJWi-qbqlU+){fEA2opqRNk%d%F8Rg6_hUu##ag$ zUTVf2^<c%kEPgWSqa?9_pjZ8?`{Z~`f`V?8rmJ(C`{{BRd54?ooakTnpkVy52 zWE4Yn2t;EM^)Hd@EG{jXB28yKWX17+wfE&=Ij-;8uZoB=HA#b^Qlf-L5}{EVG-yVW z=0P(WOc6?xXrhwl(wt_ZC`EIclQfg&G=1l7{eIuE_dfRi{`vmh$FUr1S-rjQ^FGgg zU-x;P*Lj^6&?*W$bV-dq@CV+3(IIGKfZ_BSBp&Ow(;QhCJO1=DIxuw)Bq?vpEnG!g z6MSL*1-R)GB7YuKgeFby!cES6p_KH zr~6lusZ4%;pE;xva?G!P(%Q-pDNu%Brq7plOh=Q0Aza{gdXu}ZZ*C>M3jN*E>rxIa zVLCTP>ddi&YQ^5N6qU7YKRdj=e#;|$ps4CvUh3sw;B(?_M(lerP6U+zfNprS1~u@) zZVOaB3W8!t?p~RG<^;%BI?qM)KX8!5|KkNT(Kfe)+6@dS4P6aB@^2&-8rE5fj>W~slFx+832}TwY6*UDJ^PVs ztjH>gi>JBbVLE^mi{iPkaE<8g7NNICW1f1Lh49l;`<|YvyAo5|a>Ep-zHfAs<@?a< zIxQ~TEWG#WJ8oR>?)iCx8fpv2UqZjN1%&giP;fC{u+=0_-G8!gZ@b{CYdfO#8ZS|M zK$(Ym2j_!elz?t3B#!$*u)B9m%d9R~89??C>Zm}<< zC{)ndiWjioVav?=b@pf93Qm@lwjsqFcO2>8ei8J-dg!YQX|P;iIbL0RiMj-CDT1vJ z!O+3E9|a$-ZUFq_1_m6c5sk>stzEm8=w~QLZEg2~oHTVV{7Y*7ShaImI}~CVK<%AU zVr&lqH}|^gLVZNbnpi#CcVb1cbol)ztLnbE>wu5ri(2x_=7at<-Brf`X zV9K_k@Q48+6i+DbKp_E|8_q~+>}Jx~-8d?}1;or!$HEBXcgt=W(B2Bm#%)0XlM5*B_nHy4mY0TkwdB>HEXrV5<$JA;b1Ny6zU4DynLlzV8{ax0F&_eSg&6r*cnfK=DtG z)c5tjIlk!hKQuhA+xgDtVocr>xKAeVGu{}M_*nk$TJD$-HFPPDHc*wbt%dr@H=8zN z>j)QPpC8K|*{E01%qwL#L*2H$y?L{6&$_wqtUs>LZ(RxuxGCMyMK82&nA=&xnGrSM z?2jA4)R}L!6!psF(d66LaG~p~`uE4p-MQiR7nwB`VrJ=9?#oizMpdM_dSdF`6T|I@ z{U7utY9FF{EJ908aEXXTQ>AqC8J!V{GdD8KCmh=x=`@UcW+U_Bl)5>ReFvKO#l4?} zdXd9QcQ2G(U*w(*beVY*=yKq z1j}B3GY=O^kTG|Xz|o&$u{m)Hetbt?HBryq(Is$)XT9u|$;j}gK7Oh2`r{A(*1)}Y z-YWGy^S;GaoJH>dotmy@^K)ex6%OVHgDZ@(4;|$ExnDzpo2#ZL?#JJc`r4>tDIRdf zx9BMk&Tty<%qlel)8OfOm%J#fYd0gIvsP5*!CMVE>Nym}PB%v7_zaJosV59aEyu1~ zM`e$#bQcf5kKdO6oLzE%FBB1&8PMVOz?b2eKCMwr*{*ylh_0ZhymxmXXS2+<(Hkq~ z_bd53z47cY^-bS17<0Zf*F$pY-O8`$GrX3`?j|8^V*rI)pvl`$Y&{sE|x=4NkgEhgF&Ms^N6J81B1Bx z{^5qe&M6&BPKH0pfl^kms^_P?G>w^tZLhiHiQJC9`%d@R{`La|NZzNfn0U})m$5qG zYhQ~;4r4Iy{Vb!wp&LjN*8S4r8vj+7Yh1c3;7#n>_J5 zXSSw!r_D^fLmX#q;#mzj*_e#p4qBpqnD2$9BcR!->I0*khX5D^{IcdG2h;(aCl7(Kc6&^7enS$vaRXkfRpR?hkF#T%C}a}RnDCqFcXx2GyY zr;ZZ}2iaPjWeS13QH6yIrz7b$W~=M)G|pZ$<&B(m5&Ey74O>D{*%KTt$|bT+RX zHe|hP)X(rfdW}@APTYC4haS>LV2!DMIEJyl9B>dgist=u=^!EBP(5H1p#w@pUzvIV zVcgLc5E6OS&8?NA9~?RKQw-!NrI4|KM1?|Z4V-_RfYft?Ot*{SN>Q$=iXX;vfA_Jp zQDcitFEpnvCM{6 zh`TR{<5O;-*cy!qClpV3e{KV&gVE>_z8FmrsXudv^)8bkI~a zp7er*k@c&Aw||G@hu`I zN8Gt!{3H{TP-0dMKo1R4Eauz7{M8eNL|{!}1VM&)AU&E@QDi7S#+7lnl3;2xK_KzTq1H|3=1g3!VHc~bb)hT)^+sJ5sMW7F@lBA1lbEbM25;x zwxN>*dL4RS7I^allnfU?`*`uj$BO}xTOXD)AKtnn;N}LZt2II0aWSq?rf;{W&#o&5 zr4?P4#fnS{c&L-+{$1S%H)dL6FI}$p@&KwsHFGuErc83LV{BAiGXVEM`|AVHh1p`> z+vI2)3nkTcMZ|`0cUYQuczKCq++Gc-jUV4%$nMEyr-li%Cl^EiHyPK5S)UQX%kpV@ zeiux!)=4}X?%j-&VJ_OBW-zKe`)lbktluC^qDL8(7WFop7NFc>(z}iBlrL~1#E?+f z(>*^{00-Xzhx}nq)BmEaTTs|g%aM)LvgzmNx2g5-`I7S%nk7}7wGX%KVvKR4*@=CH ztkWbp;BG6G8AD03rm97)IaSHWi*E@5{j*&{LtA?%(yQx#CXb=+nCXk7m`vW98g4d5 z%~siM5&73S(J+XGs3@eh_szLd@|&n2QBwelX>Y#q1b8-_5&x^aOVpX#{qdP&ysN8GbSBHtcK9kw4uvm zSqcp=Us4SYxwyGuG%F)8G0HaYh_w|;lS(X&ogYxu8AHVgGfmuK2<-o(-6C5Tul|NL zLwunjL%E4|$ro{PB%LHf6H#lYp$v2u9r{_a>`tbAE&pjQp)?3pNubDK_)6(J&1n`b z$jZmZ`Z_20QW67m3JP|Q$yiCk^O~GXAVzkjwj9^8J zArg;ko|q{E$PK4!W@v!Id~wbwadhb@FTF+;L#8~uAL#TvfFWgT9)c5posY=yQC z1EvA4LBEPWgLX#iIr_hE_Ak4DQ_*&yR2r26-rUiznY+L}xNb%FiRroY)>k4it1V_s z&*QkWWbx3=f6ezruZy8%c&o3!)D7_fl@ko3bs6F8J%8TT~}pG688>sN%FN~8fn}?4G{3Zyfjlncnqjd3Ko%f?AMe%;X9;p zY~^Dc>6^jaUY!vKt#ujI~dZGQwZ12M<`9ZAVLPr$)g6%BTX=V+@Hj&+8hg((r-l(l$ zWn?O4a=II@Nvx#V@qXmFK`vB^U7hao`@&NGot$y+c^mGt=AhsdAUFRW(;v2*FJ zLkH65&K4gOGK!+yaa{8*^SI;=(YGNiU7P&tRc#UP?`UnFotT)YgM#7Lrt2D(Rw0c!5r!GZ4Dt%KEP{}Omll(wKKZygQ{_P z;&Q}sx5yQG2Yggb(^pUskj7M>*|xXsUA;4Z<(v1ntF$(#wQbv5#ZMpxF0lmNc!R@o zoUSx(MV!QUiTK^4mj2=FmW>^PTjrQ%-8`6^;tV~b%J*3P+W76}uAfa{CeMFyv#(^p z)E%;-E{k||p>O6wIy|hXDWp9OVXI1?X=C<5z(n)|oXwtRSI?}B9R*c)YJkIMW5>-e z0;dEFVBy}ttZ>Fnyj(@Od(5i@fB1+2bIs4P||# z`Wa9d*X~UO5EI_JzKi{XY~|d3vx2mcLoXS8-WfX&Z+!9lQM$~I9TnV*{(;mB4Kxf~ zvtpR&3k}0M?7S5e1jJQ1ra%+fI`_95z`tU(SC{>|*&j!lMcHdkYDO?ox`#ljrh2h< z9b(*BF#KFgVxa=YE0&lMC*obUe4@I#`XuV1FZ#i^+=PM(mQkp2T}*y(H#FvDjnDFn zi^fx(doD6+$hYlWC>pyQ&gu8=&hh@TT2MAG^9uLu+9@qk(?gB!R%`2Nll<4O-(1T4 z2(xjK3b68f+ML)**oA_$TGd{^K6ff@!{H_sKY)!wO32*-Ug4iunCNna$b&8{M$6gCWGG@MMFy_xc4) ztg{JhT?7rA`+Cz3Do=7k7SFR6w?4b=qr2Ag&(@2|c>;{24+%`!#neZ4Kg`)BP@6O0 zS8)&%xeLU%RgN?FE>7w>NgU~LWCk`qS0ru|XZ)Pa@BN@~sx#l)R@X}X?WDt|8y9&K zOAaXee!`d(WWCu!jBwnsI#xKAmu#r z#gIs>prG3I;1`FF=_~tO&#v6!f2M{nkK0+=_ zdSux#fE3>^yjjKJJ{oh}-rQAjHu*MR_PTDmc(ko2s<>y?plhECzg~yj%8mYK0%d0< zV!cD3Yc4Q;uC9I$lfqXR*va}(mej|Ing+U1qU%q2T+RDx#&XSLE2*1EeOENBXO(i% zW{vdqJNj(8_-}X3!yY7hx68W5?V*_<;U3_~n{Z(g5)x#7y_?c`X$T-;R&^623}ACY zdVPVoTC%~Lx(vpKY`|m<=r0iFw(Z(gk*W+EwSQ@l0AQ-Mg;G`iIKMAB%(CC`z;TQsauWyd%PcnE)T$% z8fA9ic7A{~wh5Z0Z8kODaj6gZatS9X~zFelM>z5L#7qjx&G^fDF2C8>R1 zvGeMe>ql>`_UNP!xf`FY>WNHukp0M*5F`%o{a%C9E9l4cSYinX`rj6^z0!00x}l(W zPkb2AjYvhoJbC&eLqD_t5EYh!f&!Eha!yX7P}r@Y0AvXg2@@F7F_{bYthj_QKc?=E z7waxEYs1d1)%C)uv~z{~_RzVT$9`ghch?pEydC>Rj)$#V&_2Mr4w_kMY06PWMLNh! z0J?ax*U;0SgwZy^rjSXYlbRNbOTC5G^A_(Lss4X!0dCPi_K7s?947SAcUIukxwv29 z^F!I*QAwU1C^XHQ8!<1vUR*~fFtpq;mk|6!;xOH2+AQzNYE7~u1}+)Y%(D|vd9Ayo z;~#UqRTu=@@kIc+%|EpJ#FKyeabiU!VZBT zX#Hyy9FP{-Mpb|3giP<7;1qCphs+qH(HrS?oEA#|5-yLWiD%%oOSk4E!N(2)wC>SS z%n!bFaQLt64*uN44dr1DlZ<|Gu*kWYsi{_dv;UlTh$R_D4<{U4T%P`USTb?9(fsV0 zrwXfiRs?K#yJ5?Fij3+i|6?0Y++of-c8rF}jE0e>mAOb%e8pR)>^>hK>be`#MSx@2PtzdP(KkRwccCd80xnxNbTkQ;_ z{Fo1)0u|lv9Xn)T4X3D}Pz!lX7OG8q(Gr2F!wndntK_f*hCm+&a}#Plu!kIMfxtQy zDr3xz6`vYMx6q*@*KT=x594JHl1A_W%gD@JJGH<9!;KI)a^Ewj@da*+9Phs&L53!X1 z)Jf{@zuZ7tH$t0a)mf;6(UyCrT^|a&L4TBuuH+PG&w$uY&tv%e_u=6r%#}x$rV)nz0sEF5b$SIQJoRnsUp>|U=Yu$+{Y z`8D80eBv>-uI#A%4pv?+8@I_7rDqKCelx2c3}ILZ_}=yaKqLB`3?42@Z1t=XE*}WvQ25i; zS5swi#8r-Z%FOV1r(tsKDoWqUH`k7hAMq(0rSdT2t8vLiG%kW#O}p@(7Rn8igy6Yk zR?3soaaF(m@p814_h+H)RpX%))l`W)lV9HZUEmAx;<9DIPHxQVD;e;jW6_T16x;fRKcra(sBW=fDVjr-r% zZU4BXfAWt{k?w5$_P!rmzFMk3`yn!UF=SQZmQ9x(T`3fnp0nQ1HcIiW%3ZSn%lLrm zOIMOZO6+=N;YVQv?Q0XHpL zH6@R&BEsou&ixCvVWrY=u)&Hvg<0na&H+F3dKo%gdLRA)ffXDS^nwHxt&r70PlRQw zoR?BrN;+eACYbUlRGS;dndXbBCk-c^)#sp;HrAH;eZ$+87*{ZK*jMchc%dS_sDY^Z z2gy9+)~!h>Uv8f5aT4V^oFG=x78iWgS0P~cpZS5`ZNp|~=Z86}QdUrGd1%}jz1wJ( zU`8}I->;&j57j94`CbL{hIoHyEmQW;^Z5tW>xAZ9^E>kO$u@ounV+wwn=Lfr{v>u+ zYzm`zMjPN3z4MEHt=wJmyL{^u9Bz})T>w#GJ?v-r6eKZ&AW`G|0JZ)zVcBO^N0L7( zIScfi%HdA1xzEP-H6e0HE9tTwtmmEW&vUpdRe6TtOD$Ilq{TxJ9EzSnMDS#2oD~9a z=#H=sQRgKta~_H{WwC0$v$%^#fxhg9NV>Cec8Xr(w@M1-=fK++2G1{BZ=Qu?Ogy^R z1*D`5f(5jlEV(eJo{Cy0bweuufnC}*Y3*st^X|_w>?atzhhv2e*arNa)W)Z#Gx85p zJi{{Xy*A`Kf~Su4A1qwHae6)H;dnIR4c^&mt%^n`JaoR1ip5=%pQ1x?(sCdV-CS@zAFIcN5V4Z@o-{Wr>%qlEGax8DJQ*QNN1vlI^OuK$ z*0WsqFRj-r`hNAsmN;9)r*V}$#I@x8SZA<+Z8g}l+%LVHfao{?R<{A{N-79f`O06T zHW)zizA@^sWMFU%Ho<6~m)6Z!K5ovcN{tC@7wt?a6qSmMaK1HoMo0+KTC*+UKwVd` zEd(^YzG6BxSYPqBQk8R5Jm6*R+HX@`#&IT@3V!WuvAcd!RX&;wgGneYmI9=OTHFc54~!gr{dFFBy((qw@`Zd30n zU5aPMnMc<@%=0ne65vy)3hsImOh?tFOf$5Z)mu!~awWmHTo2-;l)|B}0nXKGCdV>gjou^sz-vd=Do13-aLUr1?34I+UICU?b zH{n~~v^;Ywza(AOVwzLiGcCmM=jIgWRqr=Uub@1BCH#_>r(0BN0ab6^;%j8KM??+= ze?K#ku&ZV@KIpu7tY~aX5K&HqZhceOjF|S~t8+<8)RZ9OQ>`Zz@|3%!VRCckv%44e zOckt%Z}@Z%?!RI`)y{H=U99#`mGZ{W*4%{Mv#xsjTPV*9GntahRKCdx=T$$71VFa{ zJ?Psn8m8>(>Pj}Pq~p-V^Cn{_O5&cKS#}m3s8{yxGYO0=8eUb@xy<_(o^K-JZnJ;a z^d#}}HNd&sfGRioo?_!7-4x*y*6=ZK*A!6jSp&|)A3l4lPYtvyE7p7nD!P%@Sy=MA zRV@CJqYj0_D6<|%nw8rux*(I`1U&dy&$^bwxjhOE3rW~@K7M}M$i!0w*K=N|?ljK# zm|n$WdNJ|X*^_%Y9R(ox=(c~7c|XARKIanpQHzisxWR2~3NCnh1`LNAn%jJbKHk;~ zj<9ghTTBd{I{IL@{m#7<&$Smg+=FiEO%jjN%joo}tghZ0Jdt8pqzj)*^%EykQ<9F8i-@~0uF2V5zbk7* zhQ4OycW!MDz(%pvVR4(ihrO>yPX>|2yT3U;M0$Y7-v8;3Iuh~#W zn2?+F8W!-az|KJ%_!Dk3Bu}@ezgp&~|I#sfZ6Av)#IeJ%IROopZgYJhOlWvjXf1Tj z1XgU!w$QHljh-bRU*9IEt_8QwVq{0~)2D+j=qNHw6p6W5{AVuS&@f*w;9%6%or@{d zfhEYF-vAuQPCjRCza+0>XxM4O70WS=FO`ZUc@RCU^{|Rdgy*6H${__ilXvm(zz9o) z92{;2XU{%Cdz#?YPB6_MtaA@>qPJ>KW4_uou4Jj_71H;d*Y$2`T5?NLqM|%+VK<)r z_d$Muu_IrfAd{ z2T_|-gE8e)n@!0eY(Uj;kT#+hQz7901(t31>PWb{jr8tC=+G#8b*{*+OL=^H#|Sm0 zJ@6r?dyr=p?GkBW4#;vG)^Z$fQbvi-VFWDk8SEPeWX?eY;c!e=NB;=>XYl=4$A?|e z$rBoj%Op`xQCV3NSJenV%Dwt|sszP17s5Dr{P%A)oCprnBRY=gM26*;f3DbYZb3Bg zkHv75h9=!u?Fg;jZt>FQp#V$*t!FpT;&x}eS)KRM`55c~{lSo?0U{?U@r$4in$b3@ zsH9|kcv&RtqF%IYP1g z0WTQ=d^GQB`R`(m@(Nz!XpG}dS|!je~k(>ot*4%<5nm;)WCz=a+vD4o9ZS( zu356H$?}1H^qm(ACgSJ|OhM|wzi*!^8tj8mr9r^ndSBpn(#Mb0^#dz^SAO`Uc51W| zX^>YV&kBm_Zua4^f{LT`XFv664+7}hkb}8m0vnEh`}Si9C7Q_omQX$#f-OMCE1A5+ znP$!}k8f$Lq@5jjIB$JnP8n|c&%L>LddAoA;a32-oeraiv=I&J=RE8( z=Hr}uaxT+SEngfDETD{RMN`zz{9!>f z#Yp_M5Xfz}zki$QZSeQ+Kg?Rkr2<~`jHYQ9ed*p|xPsz2|9YQUbKU-KUj1V4Wi0zz z#P!B3volhtkm=^xM%6EsmL5eT*W2i!Zgb}4YZ|n^&$RlE8ZD+AH%O{NWjXZK*V$>d z_xe_$`h~^X2sVe8Df;H`|)h^VunsRDP|&V+tE)d#1;iS_--ZeLAmGj=p{)xxmLj zCEeaBb|@fAXf9~?%GrTqZZj(=eXFJLlaQZu$l6`gLn2zisfeVmN;RJjT?}}!Jy$kC z-81cdBQ9zbDdAbYRqeNw{%+s4p-tW2zHL^|no><%C@eY{?`TEt!}C+(yrTg?;h+k1 zjJZxe&HO2*pq_SVVHk66C*@dYk+LADi)PPma5abR19HCLV?3tOY>Ja(T6a zif?1D&MxzbiD{=5O^1@f1w7o`XmzbJTLwDWo48Kv>5TCW`|$_5O{vMe{!V{C^wYi< zv^+h4VsQH^y!7cwl>6cz{=IvZQR?_N)J8bdG2pB`YaLm8~;$9D$@3urduOS7mvjUpgBjdXuV-Z)uxsQy@r2-P12$lp&Yg?mg!R z2qaVPR#8+`ht7{%0ntnYjmz8#$YXRfF5U}{eM8kXA|Jr*SR}0Pe#CmBiUdt)Gbys6x7k>_YEV8@C^lD%~ z4oQbE0AAb*u*?qWuy($6o!{fGKmLRLrbTamSwiK<19VB>(>_!(B@5D0C`$TgW4%9s zAaGdkVHbhC)62^%);{&ci-oBU%oq#L@xFa~5P7GsG2M~73uO3M= zts0>29|cLjGlhe;IkMse!Ky8soPr9s-G%}K138M80DJ#nFRm?`MoId1@s`;bR2eW_ zulhHv-&GSD4LHC5*kW~rYgQ+UmZBPIaQ1N^p+=A+p;|DE?6wKHayClYi=asq<>kMC zN<(}OQJP(_&p5h5ReMHYiDTC4UvHF9peSg>IOOl$z; zs)}su>Uvf{WpvxfH$_;Wu!0~E*gJ>2%A)|d(iARnWwPOn${;EQY{D0AfhcPLZ2}TjvZ*`d1;On1 zc17AI|ENa-g^8k>jH!$vXZD>JyYqXV;%Q$a`%P|5%Y(4wevKGedYrj~UCT?k(b3V| z3ebc!ppCg9-_c^PPR6@$bV`CCh`_qSW+G7|A)v7@uTU?}Jr10kh|Ohz4&AiGzxVQK zOoC~n(~$G{#B^PnkkOw`nMj`n4SVYYf){Xek@RKn98n^^ky8_&r2(6&z&dqwT01jz~lq>=2wqQFEK8uyTGh4OOUJ!D^W-Sur zH-G7k!JZO0i-&f)4eteaErWthRzADFF^hHH``POh3f-d_JY$yG5=_058Y`tvL;}!x zZ9*B@lL3}ZV53P78%~P3t=8#FM?h%)!=&2YPu~cu>c6)cqL~3O_e0HT&yZeCp^lye z+F2{a+hR|zevZ3>VhDHk#oL?|O3ixY7+mjr0V=?0gs>ss#$z0Wb8`b)8>Rs8bPbp* zzx=q#UwJ^i`Vk#n3gbCP2@2)x=h`wGt1Y(c1-r_)Kuqq6bde!hA3o8>QQ}qUoyED{ z89h18^t??JivG>&+KTmz)qPiIo0D~79z0l=ZTVFlOQsHzB*&2!;iM{=ExIMkx409O z4X7|(y6(2{!lqsvB_Zn|nQ?T01Xd5<)A&$UzeEp@X^C*w@Y0s=6=S8?c8Wc(2ee zI?tqA2vwpKl5*fw$;oHb-#NS#hQp`XWRX111v~lm#ym z>gdx0PL-L}r8=6FDg#kvXf219u$^&us7Sz!od|`J=PNB(r2v9orrWzp*Y(Jlv*iYJ zJ0ARiHICDLlXU8X()A&@{;W&C=1RLB^&F;97W^k97n&MZ%pC3ZR%&(Q(@ZeU(BvgRu(IMXX0RtGZ)3P>ijxs#T)qQb_3tH zSV;x#77BAPb;u*Tx;tY@{LV8$cgEYL9&3P?2*2-k%iC!6^ZyP$=$=hCJ!|hSu96hL zJGln-PE594q~5T+-@5R(EcA<#oR}czJc4vFl)yf4Geba6>MkyMgyc85c=7Dn^!a(W zHZ_HH{XkHBr!firKG(@@V@71|Eo6%ve&&tiHWZWpbhv9mw@Hl1${Ew~!VxA6JUl!K0dH}H8*XN1{?XzrapvVIf&&hlHzm7Pr@o2c1{V;b=O-U< z$2s2O@7o@U+b-qsJ7zWB7b3y}h<7 zq`g-TL%^c(=Y2ucOf$QxQ>t20{05OU&98r#sH-UR;ITCuX76w3^5ts%xau9-fXP9I4sQbGO|7+Vh#h*sILXt z3Ca!j+iSdO*30C)e5?hLLFH8hSN-wky@*$3$!Y!!^Cyr?(RDo5vV)XONuB{Ov z92~Xjsge1a{tR*9wLjmjd*6`yNjV3sNg&;&Vqr5D?D!asi0aD5-e;DzJ{=!%#WUq6 z5*1H+bZlaZK23j|N5Masnn~xWA!2N*>>FK{NwQzugF+h)=(t_3QSnic4=(WwS#tEa z;#eTuK9oVBjLGLr)H{8g=cDuDirs;dQQ1yR8*xhH)M<>*sm`SrM|6-*}mKNJG4 z6&2y;>n$(X$1%U>^5=GZyNq--b_6D9NQS3>aCwxNe7ktgP)`FKS-@ zhOr{YRT^6?apk;4Qz`SF*J~)A?=AZaX8*aBr%6!(RDP?&zLUXJ*A8Aex|TyaIKixH zdcZ-80en1##V*SG*#|#?onvKhSYte{*rUX%K^n-|#6mr%(2HNRnXC)bDysVMK|A2ajZ3W4*Y zwN_I}I{F)NItHxeu;X^u-*VioG6AK|N)g#(?nnM~wMhNx_NESau}iX9yX3LR-c+DB z#@j-jYWg%w_5-sCr#j~Tu*F7x40z@jQgg9SF<@10Ldvd!hTJ?!3{~BV>{9 z5Auv07c^dS^Y0SSZX8_^+Mat)Qe<6r-hRADf8D?_JnpI}O;VhV{Mji#bzETRar}mr zw6?kW6iWL&V-6hLK1aKSOi!Eq7?2;*QK-8v*4*IeD2`}kgLZ81Wb`PD6 zjSK&Z?XJGWab?XszF68Y)kH~z%Ar6jJ04rd$*~aXF!w_VH+R*@2jpKYnB@cd-lyg3Gh`dNcbIK63i(=tzv{qrG7uWWl{NG?JQrZ7j< zvCS$s0ogC|rdRm~aeDWFM5rtC1FlGW3*F}Ahn;?x2fjq*_uSb!33Xr+SXvY#9yi7! z%B^<>4DjO8E@xem<_D{ZDKwXzeILN6+vopGJR`*YfVK80wqvDg5$F4iy=dhGdE3bA5fiCKw3|T`csm zQ^7YEvK%I@T3rt+Z|S$cn5iK8^}ETLrO%>amH~y9qF*gpmiD&%Yh$!(Li zVAW|T8h1rrUF&q@c#SD%7`HT+kY>t&sg7PZz?FwONcO(bQG<9fX$gtfs%ai803hb( z=R-~cYdvR=XVF!gk`d4~Sf$S%=(NlY+1LAb@Ayy`FuRIOwl&AfLQRuGp?Dr}!!yDK z6VVC*^aQB`11CWYM$dJmeW(sEqF|bLQXQr)MTpzU2o;Xqfc}69#S-MliD)9x3ISTA z$Ol-Kha1JMG5N1)8-A8|c>E0FEbatl>>Q0d{#AN&BhV3^zHB#cF6A(5(&X9rbHxrg zmEQ;Bf8=@JXn&V~;JsXTt}5KHxD&8sn6;^}whZ_0-+wW;Ek&?w@2fp=w=pfn0ak@L zR6#l$WOfBcMy6tI4I!Q1W2Ct*OZ#K(B_6r3V0J4l`z)Q0UkrInPljzV4)XVpx_fuE ztE;eNk@!GQE(XJgpfX!EG6Mn7J+W7to);kR7yZqrJ4 z{7&KmJ!yB2VfRruKV1bU5tuAU)f@>YFA!RMTwJntOthn#T21%H1T zM*#la{bu#Te|#_G0r;!SKB^M$s~9j(z#<9_cyO1|jHDHE@hKEfNdPi1F@IEjsh-8? zT2EFNYYa$BerUfSPf`WXd}JW4$nVbqK~nP!rX_kEEdV2LrOZ zN{RmfR<}9`0uHg~NR%HESGEfG*5OKGRQnIA63?lJq z5lzeKauhdO?cBNN*7<|HV3oh7KXbaGg<_7(@@KGW@K@!(SE7`Au{#~2&2up4sz&}; z4PDzObYUy2sy>ncZPFO4a{;CcKcLnXdFHY7+W#U(ihj@XKz7IrD?Z}Ga0xRKUP8V9 z67Z2%N~*)|6G#%X=$M#lFlC?c=M+%5L;D4cJ&D~rZTF6r;y@) zLbDQk1>Aqz(FI-xqtBg+9iXF5LsC6rLq=AWR{9*U&>P)f0G}$OXTAE-_T!)6;C&e^;5j()oky|1U;K{K6<7g}OnU6W zR+rz8R-+=}J0(iaC%R|O5r%3DYTETVD4aY+0@NDqqhImfOIk?iGlYL(_>z)2U}I}q zMx7==gKaf_@HN{a#Q!1yZMXO(kWR7zsQDUIrn=n6)ofL`gcwxLY7FVjLwpq-B=x;d zpsi$uyJe>3*Zsz)mb~}izpudiwL+Mr-6(O2fzC0xx`H`D|8<5dxaG@f0+<-S4~jN1 zJ3G6VC}jGUs)R9#LdjhZa!~1KFP6*_WZ6#;X$+jCN42tWd&2PGLcty^33f0ZcRQ>B zOL`P9ld(J`t$rb$!m~3~(@Y&ktrBUGy}8go+0~m`!+)qzZOr#!uR!5n*QuaLKg*0T z@%-G}Cjy8)rHQHOp==!}1+YpYTKB-j5^S}vF+TDon9sPhdMPz)>r^bu=S0b%944C8 z%=Ca=LLC;ns_-QZ$D<3$K^qJl*Z6ktRzx4!v*}-5Lic9Ut8}mobaN~dpb1JN`~}?g zL_h#z-;7pfWMoXjC1e;XvB%YydVkd^Z=98CK%+o#SXdJDL~)}yp73ol;&(S|e&N+N zPXqUR`_3I^H!D!H6}bt*vZRm!7ZDV)_wtuWq0dREL4f$6a}Y6`YroUZ1M>C>2r14RdEsr z+F8$B-YUqKSR~l!)EA{J_mC|X;t(^e=#!j!oo&fz79{0mEGoiyS&VhRLEhA8;wSWZ z6#4P?hn!NnP}0z?Ud=Z>TzMtT@mFWZ?<=4PNX-+vQf-o`0ygZ$?YHF}l&d*s+f~nZd!h7-qXa8}vN*vqCIlyt|HTrs!&Rc6Q!Aq5w%O%bx~% z39Z+8>Q`?=84F2;&}1uava3Vb5okrorY>Gyx{C6MWX^xA=^M3QV#zi8M?x!=Q%xR3 znxPaqUXh5akvav8G`|>zyuxZD^?zPo*&|1eka`kfmeV{ImGD##c39p7ud7-4&vpRqdO-x{kxZgdcBtRn{8fz*oca$6W0J@gI6CYLUmL(BqBRPvW`h#k&4W?l7JnDl639q^Fv#N|F4 z1+hsZtXckkCk>s?n`FQ8pM5-mY+DSAd_Q#k!f1>A0bNLD{y`-)8a$bub=l0tWyAdx zT5s}~iv6)rkBK-Hbf7%9EDRDz49{?xC&a{}H7h}<#J!08F{^uVuL4fNEyjLZ3OcNz z;~C64+y;{9pOAk-RyGvXx+f&$L*cL(pp*&Sz*iFFF~9FEe(W|=Wd&Z?&${sSTW!xu7sa5~&-JPs>kSOKqDzg`TK%S#ld$gz03U)=87tu5lV z&(|<8h(aH63F9Jod3fI6NP0aj*r*lo3C*Wi6xjNgaPIMPbHCGwSA8=%^0gjjLE;hp zs13b@qV%QAZ94KpG=^7(A97B8koMA&_@nxkxU{lA$&D;4gY6@sIvdo;S;V3(qHO?x(2RF}7B8 z#m=X1F@C^fv==xDT1D2fe*q?G{PllCQ~%QsZMWb6icHi>F?ZZT=|)mWQB}ONZVS+h z)<8PupC%~@vD6iIeaZwcgF@O?eVgx7ROTY`9XGA2yCgqj|5-b`O zM5Tb2D$i2kc?qNCM8qjJ_#wgOe^lJ`&At%Ssgh73rCYa7<6r8P>+thQG$_b{66YYs zCnDHM7=|EK!jX}L6CUy~b!@zB0G}Oc=SeLj^U}i$#>PTdPhtBUbYF0Zvm(s_K*}7S zckbLt>|*KJ#Z^gV8WI~K`z8^O@Meq%LI5V_*uuAKmPsK3Iw^!;BDi(H=^nRe;W5k6ix~50Ol3iN`XN1xAgh65AmuJk$N<`i)b?n9MNL zk{*LZmh>f%S`FL&i+8aQq7gzMACg1eOVA-Dt#I7u2de+Lwjo&7ld79Bnd~d#GIoyW zKS23~ki&(@0my6XT~UaZm>O-eDn-vR}KS6_0DA|q%Re5&3;f8Gp zt`o@3#Um^*hs?JhLi+sypHL?I)sh2C3H$_@ zUt;km`q{rUBVE$b9sCnrtutqS5disE2Y~EnDzxsuq7ff!Bt|^2EJ@j z%?O(^I0$ReT!HTQgMB}K3}HZJ<)=?U*dW{q>amJsS@((n?+~#r6D#XL)?SR@_>0cS znQq;Yf4W2fX6qt=*W;34x(_;yoL&69yx@ns*?B>KE*90EhQaWF2IOWkZJ39{ku)(o zHx}_OKJ7PmZEJuxl9jwK37!*;(y@%O)|fR z`zB!uM0#o;#zGX3r2=VP+?OLlLTNH(*9Ap{r~O2j8|)ISJi@Qq+7$&{d|+oOR{mGH zV6-$IB2z)mbg&faJvpm9$9<41GPma0#k^QZ|G5&qDjtpfR<+T$Q7UwV13xqcKU5+x z7Wgb7X$-IZK3PH2O9jAw2C~3j*VCtcF;*r4nX;i~hx$_P222X@HCzJvNA7fn^cegF zOn(pr(q`Y#QEXQPI;|*`A>tF<9(b20Kr}fF3*kDD1y>vUi$Lu(fFU3Ogh*Urn2?3T zOc@jkf`-7ftLy{TC~SWS-M*Ni4YDg0@yr6b+aDwp2QdX0MHqd@4s~~-MHGR_uL74S zV0FF1w(6gy5Jz7U@7#KBvt%JSjAG~qGyz|LMV0zys6FGhk5PNxM*sQ2>wg@GR+xxT zF;@gZEl6Er2Fr_JkB1zGw4n9SKo>A-+%Gpxy`7(%8^mDPFKC7j&yj}t02_`&(pgJt zG1x?PR=FKoyB%q1X)WNBpO5~#2G}+rb^SP~=Z6_KN~EC*dJe*sA?X;-ZZ^CU+KZ#9 z^pYUwEzqEtWcTI&>yY}(2mDVb*#G|U-;Bxs-XYLN|LG>oFTehFcWdJLyRrl;DV#ig KB30(xjsFAv_f(Pq literal 0 HcmV?d00001 diff --git a/Plots/Matching Method Comparison/Matching_Method_Comparison_560-561.png b/Plots/Matching_Method_Comparison_560-561.png similarity index 100% rename from Plots/Matching Method Comparison/Matching_Method_Comparison_560-561.png rename to Plots/Matching_Method_Comparison_560-561.png diff --git a/Plots/Matching Method Comparison/Matching_Method_Comparison_8-9.png b/Plots/Matching_Method_Comparison_8-9.png similarity index 100% rename from Plots/Matching Method Comparison/Matching_Method_Comparison_8-9.png rename to Plots/Matching_Method_Comparison_8-9.png diff --git a/Plots/Matching_Method_Runtime_Comparison.png b/Plots/Matching_Method_Runtime_Comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..4c981d7778318cc1e37cb4a178daa206ba9a6494 GIT binary patch literal 17955 zcmeHvXH-;K+hwV3j!2ZKpdeW!X9GbDAd)G9fT-l0DawE?8I>qeL2{Cu3sj(#D3UW2 zA{iuSnCH;_ec!yZ=EuyMd1wAKYjxXLRkzMP=Lvi7XW#a|t0;f`2<;IJ26J5DhRi(- zW*-5A+3S7i0Q^mqQLwhF!TVsrcfxWf4mA$!%;aNvxTRRgg%d`AEmw5QO&OWxcw-)2&{jWFhSlK?} zjXs(dkHMV9D9Bt@b&i_qbFo()*;<`b(!71@(4l8f&K6k>9^tU$IuhEzkZ*bMrp;FB zSfP*l{tY#*zQ?-O*Wd9x&bSuB;Y0aRJ%zMaJwyB^XR_>tSEd}+c>LleX+tkAs)zHx zU8DI&F9|o*<9_ukd=+2$m3Xl(hYOZ|RyluOau586W~?VK{GmV&TYx!#XLTf{IJ1t-$-IC_D}rc^ zKV6|>V6?cCCA_z~$zwUUEr3DDToZoFXmKT^QBG#6rKy*#^t-7^>FMb)CL|;%tEy5Y zMLTwjWek^0X8I}wv8rhi44E1u1kIvjoGk38yB+-d4^DUI*Oh0XFZ0-1&+gE3tM(V} zr_l<{SaBh2uTS!scYX|qZw(2AE15KB>Xt4^z06;lBQg<>aq^-cj@RQOubp$(3GL{iZ^b@9(bqF^Ct`&L3oSK8u!+j4hlIlXh|#!X}>(8GPbA zQ#?v49*yxWohjiI>a%YV+1Xq$s`4V6#PwxWY`Y#~l5!6ra~KKHsHyTM@7SPkuUTl4 zW*nkbY<ov*ZjD5IXO|4%A|IqiC z=iZ^9rj}p$)e!GA+do%Wv6WG~?lI@9U)7GaVmMAK;MEu{PON{+&xvzaOA;$I>)=^m zo~BbtyzO1S+|4=BmPRc;ou|_4G8(NGvjd0i4eysnAyYgOYJ(1n!KpV}JxTury~w3s z4UyC;Ns0~JZj%{>BzSX*qj+dYNcDv-rPq1c)i)Os`{BO}Fpva+(u z5b?vrz$Oc#Rg7(!^BhTJV=C8Zp+Pt>@lIq-vpf?66K+vCfv+x%H}Ex!e2t>`bZ}39 zQjDwV=GH7eOMs^?hep))L7qjA(9N4S4YSIZeTa;1=Kcj&9d6#bW%QE4(JN4TyXeRK zgrc&3TS}H$jx^Dqj(TfjCD6;uvae*Mpu;Ekgt|kj9b|EoQ@;zJ<5Xv-4Ur*UuiUjc z+lUx0YWMJg7M1kYxRTv$`AlCaQGB*c#h9QZwf2DC_Uk!iZEe~}%MufM>&iWIMComt z{GO5J9;?9pN2#j5zGg|=`qTh{iyhyFAfksV5O7DhPk>g)oJP`hG1<1@i_f&!qsFMQ zfeO5UY3s!Z0h80$|2*cMa4W0^ipQCOjsBH5$TyU}=spvOO0iOskn^OO(%FD>*Z-99 zrQ(i5ONCE3LtJtCM+=&%M_GS9j6RaAk)@Xhhf3Jlnk61&a=&ZR>jQ~Gu2cn46|a^1 zFnc^PQchO3nqy_9j<VCfVDQx03cEH@Cl0pk%=h;iu%Rx4pFUO{<~ERMZmdqs4^}oMfc0*qXK) ze*couCq7V0tWkOgk}MD(MaOSLs_J|gX<-Njq&|ANge1^X?MqF3dXSN(u;0}z%42ghnB$D7E(U zrctBR##GVbk6ZEbfsAu-1!5q6b2$96@y)4-gzI+jrmam#vc@!&!BcX2LwNqxLZk`1N(S343F-Agkrf4{z z2&%EsXV1ggkYQsjNlH5IbJcUB(mSG-Wpgz}(6mTP9r}Sr0iuaNPCCy(p&9GSeFXKg z25l0Q4GRI2ALmcNx3$&Gk}FA&<(qW`K-bA=o~(ezHSEO_;00AF{F1>nKd7%#P}j%0 z^UWj{>iN}bn4EfTvNvW*iO)|;(L6tJ+(&&DOKA(a>d2P1s%K;6#1L6J6MZ+H7>m}5$5fM zeGx2y5|^PX$5yi^MV-d4eql2F`sy5?$L8u7#FZ-ixHbx|X=Cmh8DmtT-G}g51t=9*~mQ!)kD3)V{58KNjhUO!m-OZ3|6)> zfUoEl%`BTylHL-a6L&OM*U^dM)+xG#EwMLg&oQn8fM9@@zO}xTyJz2lpNztWRbJ`p z8QNV(dCTsOuff(07?Zu0gsm?&9&n#J!nr&oIvS;7vId0>*88g|Hr7}xw0y3HE{%RA ztYY(muh$eTtSN`94uwEEv_SER!Srv`DTZ3*0 zVmr7E(j-#CWuBu@*CESn#G)c`V*!f6SJ((43+<3mhD-Oav=>@xGi-(y%<3V+sTeB{e)4S0&}ebh{8wEUzC>UIO=i$ z7O}&1stW_O)eSsOQBUS5-!8TredsXR-p~lqZ#r6RKmNn~+nWo!o2+8mSit07{^VQ8eJZjp*jr9+C;=O=!+v5Zrf@Cq7Lrt^P}*saQgJ0O-)szGQwms~?twNu zMRqHUr=btk4b!YV-DqfmWk0s8EaOdD65$)))9*YUXc%gzFNC*h_e%sKW^uD_ySpZ4u~q5}H#H1j;G?1_n($-xmGI;5 zX9Glkg`=jwIjO&sx)@HtZK#)2EHsMC13*}uXyYtQSBw_R?sM$Pu%(M}CV7YG;bB=u zkit#nvCPb&Tw150qnMZ%_Bkp;QAh?zBmkGKt*aXbe4acXMWnZ@H`Skn&O{w)QJ|&c zI-X!t$6Z(j3880PkIs=yZJ-4ql=Y=a4bg4_ph7pT$iWL=$1PALm!jWF0^EbG|y4E9U-vW-c}(qHA)Fk4Dx;mzaL11 zGYFZX26QNs-t0

!b|SU&}s9&Ev;i&>2@-q{fYnhVLgrD`!H{h7i^X$;I!c&*z2% zr32uvlDg9*vnB+ZC(COJZWA<$6YzS<4+^e<+h2bs7$2 zr4#)Jb00M|_DRoGkq<+EHPUez329DIN$QQAndmEB;aI7Q&?zofj+aB|xd>47Fzixb zlk|>+c7gdB)U24c#^jX?E&DW!tPNV>leMzhh;qsLQWa0onw>=5WQ+o@C|tvCeEG8JVflSwc2^Zw-J$#?dG{#j^QY&SI8O&VFf1O3Gr*K+V#z zrXq?rGyymicrM) ztFB0C@`b^DSO5GLGz_N`P{&isC7c)+#|&wlt0pxXv0XlWfG6 zWMc!JPNv*-iIh{v1T8+AsOakoC91xiiMUDC-R2d<6)YuC`dG#4j zO8l-Alhhw=j5Zpqe7Z~Gl;s)Jri&n*Yhah??nDat2QY}M7iZAF9a#FR3KfopBu#C& z+xt#gmCeb`kgyP}`oY1$s)v^${FcR|PnQ7uBc23|;JnnPF}%Go+r+IuM>|^oR>fo! zU_?&iq;@3#UP9Ww6C!76g)QlU)vj}_7!U&(?Bu;QM*R32y{NdgtI!ozfh%O!@^SKr zJ2Zx1a%|Elnq}Wzb-{;oF zZ!M)U01S*>t>*P0V~cS%+#Eb8?e*d)bqx|II0iQ5Hh1EM072l*a~p&ZSw$=yV8Nvs zsLY7p?j9%bTQ&mF-*7%7xy9)oVW`msQhNOyx;E96yV(8QOZw9qIySPcX&Stiz!`gI zA7*ZD1e=)xcTHok8+t)q1NTM))WjM=_H1ZH)$=2D!_X=GU|GyOgjG_f(*O?6rpE^8 z2)d{YfGVUxWW&B?&bd4G+7MSio%A>*+-rTkHC2rhAULJnXrn)8R@vq5JQH$iU3+C2 z8S{d!hc@3XgjMZq4eV4S-2zoumxW)|9}T{=PpFQnfuwK?Wv@5l+Q0y*5y%AyC=URf zgpSTEvzT?FHHCb*#@`n{n6cp6U1-HbMh2B0D`4Jv2@z1BzIr1mnFDH2J4ldbUeI}} z;OM9jD;2Qnmyp_8Yzdcib97%HPvUc395ZDafc#wrGRuV67ibmyjnERudW-E)bDe{B zN9=PNV1POnfcO(iNf!A4zaT|1cEr^I00uxoS{+xy)9M4Nr^U@=W&k-oA0Rf7Oe664 zE|+%R#Z2fG7ungp-(P7-{)e{(EPI`!JH(-8 z6|Mb>9ERQYgY;+3;qnF0a1jo}cdR*HUPcCCX;e6N2~2uA7m|0v0e0!&mfEsMW87*0 zOV8_f9l!`a1z}_IDx{Yk^`{9yVmc5SHUOm5#oBCMz)s7D@#q?Ya+KX9wefS?{MMI0 zj}IfEfxl6N1;HQ0R%Vob0Ub4cPKbe>kW5sJrd^t7^Mz~|^!WXpsVcK{h89&jnN2pu z_Lrz>#cnSqiA?9U*!B!Uj`-^Dtamg+Y~GZ2$1kPnSHqq%u|-*5v!7^X2ZCDGK1nC( zYOe!XF*g<;C^taB4f}9rdc{b()c|d_GSnxk+q*e!|Az=J_rs`YUpG)PIkFYW*D_5EAzQ6 zPa!@7OBfetxT+T&q$DK@)sgB}D3|xA=LdHnVTFfdb^Mp^p%VRz$whFor1srFrt&tL}F&ywD7j)zR>Fre!h`0E>JOQ}&aWmc#F530_DTi=Lck~@Bx1)0owTU*qPHt!~lQDozd;QW;mz(TBfQ! zA5t%3*EZ=fnnxwwmi+)G*MKS%GMiF)KoCeELUB;E_YJrX@nDWTSBc)E$%2#+ln^M3 z;r_LH0VMJ{OtcD$8K1$NMGCjsgRUH7n>IC#-A0m}d=YVgeKlkR z_+GKv!ePxhE=qQV4a+})pu2VKf$@aaK0nJWG!33A9?Y}%6dho!omcym7= zAdB;ohf~)VTa=98FpD>k)`CP4J|NhTB9pX|^01YN*Ff*20C{}UB=O@=#oL=JC)mKX>4q&ZbB&58jL>*KEPpG8!)9ew|C zjsA}B*5NDf$q4&rP-kb0b-xUh?0s7RG}*_;&Rjn4Q~@;=Vl7uHNyDhfbqL?Vn?wki zWlsQNBX)>y@FRXq~u!+@q6z+_OyD6$Uf>d&@gkmv#YDC zm34H=_B>QuSmi%@9F#o2P*{AEUW+cA_;qjc`sY{9*le@ubC{^0i4z!Q7kYYo#{q{fRrJq_p0Oow*shYz3Qd+8J4S3b_|8 zy4^Dv_rboMB3$ubm|~gD;w3mutWD+-A}UWN36%xoFYU*? zxUsrduyGp~5V#y&YV~m`M92g}bN|k9!ReQ01h)>JA@c~|b9c;>mu`PjO=3cxiCqsh z=7}Jyd)Gw~K`P9kH2tajM(6)$za5E;Kl#@#?b#zF_nG=hncd=^Bauzbc_L>kYv5~N zIR!{vF<1~i(rW+LtLL~CeeVP|DZfjE46ek7v>5KWDDasYvzleA&4qa(2h+D5HAUb3 z@4mOzuKWSpbsu;7pSj#_^}|+fgBV=(jV+cQL2@LHBN4(GROSUqZVcuLZ32|4%2eF; z+Ne$Co`W(##YiB-_<}q`L_i*9GP`viV@d%92{l6*kc$jKrzyQ6JDZGY%+Z{c4sYi zwZY0mW!i{?gCj0IJ^jaVI76dR)zQ8AkU@xi={WT{kdf^|ACQ5lpne5F-*X5FJOi)+ z4YsZ;l4CIM22n9W)UtFc=T?F-(mvb)Pqaxr9Q*!0`*CwzuSI{E%cNTbEP8(v*}z^0 zxaTUE1ZbIbLARu|=qbop=KDLN2}v;7z8fzBm*goKi$kIXTE-mU$12pv5iUiF{aOqy zR3(3A_oJ#HNEni;y!i}1dp-u3vk5FD0N8J}0$X(OYzpLU>qSKep8E)i0#o|s1|P%- zMgWBSXNdf-(BXfrRW~=CKKCD9fd8%GJ5@3e95h%?z`}rM{;y0(f=sxwgj5q}D8P0r zFk_A;cEQoK-u_(pq%B2-sH_JWGy65AasSkG;XnXLxz%XUhp;XhFb{|kfUVco)^ha0 zr-U3o7hai$9GZ(9*konIZ_X6~y)^<&A{*34;^!Af({S}(WGrzIAjMcnDxpC?h>#;e zzq#)MpZ9@j0V_z>NKSmbIdl^5<>fUuOw`y22bNI-0*P%QkR*%baj+gxa8(RruOpET zeZZ<>%Q4@`$JaN$sK|L=BN#T`{f4}_4pMs+omCmx-!oiDTa?mh)Qk9K87yiJiOd0# z%bgcFIgzIK)6EnGsET?UmK-l?tYv%~9#y+17x^Mm5Yf;~{DOD+O9Xod}y{ zM*;mQr4jw{k2&JsWeX96**;4gpmLtF-=E!;pvu0JBLi#%I>ISboTfm^UWdQAu|;h*`?&>gwZA{yt`>1=b765BwSV?Z>`rf=W3f z1W@X@hJlWGLk$%#1kuuX4zMW^nJds2mpV@03}olw2_TV3$0gO^ zQ_oo4kG3MEBa5(ZnqZt1>)|?;*P@8VgX-Rpkr?$mt5nH=o#i%`r#ZRP^ea3B0Nd8u z!b_>6PVSIYH=xD}eq9`IS&)QXdO}Mi(}x$|u>SShZ}_{jCIBcfPd*&}=LNJ~|A$*L zuvZYYmrn3(!~tOgr$9U?Msol>M%=Vv;{^kt#${j&13;6P0*eME%xQek?4L}Yo(wz& z+JCp+)^96+Xy(HpRILO*o!?P|paZD5*+4*lnW&=+1^&+16UvRH0zvW$h;Z_tNTxAp zC@Yg8L3RU7D0GId@V@;GsAj{c&mVbmVEi8C(5}UY2ISz?No9}*{_q%7gPC?<>c>T} zC{)k8AMJ$cC{0$`{LT6(QGPT}rhySz8H^j-0+@hFAmzs?QrN2hKolUUD+aaz-FqGc z-7y4N#n;OV2L((HCg=YW?d&RvswL9kl6eeBwG0$N8xRvm|1;XpA(Bo; z20o<}$J@Y*p{f6z2@44UR~png3b7=y4h-o2ug+a3p}`O+V;bU?&?lNf1?|m%xT3QT zg(baESZ&9^JWmfAI2-Hj@ZTB3f1Y5V1u#_G2iU#v>BB>SeT$+dbOw>5#2G;JFjzbS zKt;k&cK#j5SNK6Mm}x<-#628w2tn zKq3r8w!0!Ugo$|sZRoDuD#Kqz1GNlr;0XeXe_Psz-`V;bTaci2z}F0@!0K;2`v)@r zdmX3yr_gCb<&{lS&p;3Z%n-q|>=0tDA^?Wb3$jDp(XdX#u4hOm{WzkrZf z*T;1E!3`N1q{V>B8kVGmZiWkP#sQ)YRI(KT^a%m#Lb#oO(7?Y92XR{q54hWzgRv8h zy`U^OZNhA&b|o0?J`j>hbe2WGKOfzl5rpY`h@KD|dpFjWrh%CJ-^Jh@G-qBgTJBoU z>iL`ez)mJA=TA!sxX&9VD5HN7mp=h!0Bxxl22Y(I6kB!eewgz(gKJ?yfD@X01fqPE zsas$_@dJIfnhI;KY_bObCPTB|kzF|g7@ZRy>@Z|xfQbvXSxXKOIP~9iELo+uk9rg; z2}^A7b5Cwe=HN<(c7?~cq3(FzvUz%lsD;}?dY=m`A@tQsz{wM0%;`tN$Nc9>COu;p z;Ct(eK=yST$0HG>##YV>v@BqT%@DKyYMz&jZ+JN}!YD|S3v3DnC( zq7*2jYklCi^rhxS^mW9IgN_@TlTg=#piVdoBN#=XY3@jQ{|I%Om(5RJB2rN|YO3x->Cc%z4P7%!8jeZY) zigVhR22(ZECMH_v_~R)4bu9{a)Psu?g&?2~r-jTy8^TnspZ`~=?}bKq$UKRxYRJP2 zosabK%L!j-(LBPxzz>1OD@3qQQeC)kp&2Om>RJ9UI)&OF}!LfvdA_uk&jPQvFKtsjOMr#LEkq)qZw^#$*@$Te)0X!m3 z=;O5=dvy7>BMU=zS_dOM80rh%E0WY#mMlhkfF~BqF%5hdDzGRbWe;q&L?AqlJ_7^X ziUl+6zK#fFIa2#2X#4Z)MGg)hNE7ulu=~i#OqV-9Y6ts*?9|O!`W4P&?_a8yawofZ z@(SurG#8wsx2xwvqeA36En8~GBBQ807`}H+O z7Iw!2$mX@Py@f3PyOI*v>N@O$%uk`|JR;XIt`jN96pNf}h(e$lAQCLe$dGHM6LcbQ zJ1`@cuQPb3NHFL1ff`yJqM`TJE%O#n@os_;8Ju+LV@NZGX| z8s^0DmLz!~Z*gFoo&%9tl{VK9yA8wkK(O{n>%p{I1Y8vDvvOLu=)MSX!H69Bedb_L zq#>S2+R1mCy{fFf!&Et7ORX`Z=S3s9hm!UZ{~3S7aNe*Rcgfi)6s~_icZSSQRrTWa zYbxg+wO-u+?dHKhLQHNpdt$18T;^pt&zk6xLZBtb}h0;@5cwDi08@Aot|Hj22+KX|!rY+>OKWHliN z!kYw=^T)hARTCy!+SK{=-j4>)??pa(d$9Dnl}Ms?jc)`1<$+cYoDy3ggw6Q&*>&nw};*b?OQD zK?>LzTVEcElWMH4mK6~f_l3ExcbZ0)4;XP|&!0c9|9BeQs@4t&b4AB_JfkvAqAvhlB)gY@wz1{JgEr>TiRg(NVU%{Crtg*OEA0 z@M>bta&U5nZ12D`AJxFUDexy5B_6Bblv2~vDKIh~9)#}oi3w8!OG}=IjZrE0!h(WW zFka!f2xs`?GWhxM$;z~-i6Ebsh?zOhI9y)sTD7Yw&<@eMX!MKeJ;{`Hia-O%3 z&*_qq5)#y*YloI>B%EfVFlTLTZ7GZ=42zBHsPvE*VYDaBBw#iw+UN@)#8rmHil- zpI={x?z@IN(zJRn)^WC962930T8_1y-4_u3E`jehU8ndoSi5BJ+&O;j`gN#J0`5?D zp^{0+1<-rHdUfhUQj!r2A-;b7dbc~t+xsv8j{tba<8w<3IS6If@83WB`O6n&7^@oM z0ZsV8;c#w0xU5w=;r8q{>+{>JUts*$s>d1`842Ng#2siThXa8?_?Vmf1+bJhF6!&o z8xqdHG4cWQaDz){&L^zFHacEk*dL3^Xg_ftoj6#l%KfM%pjzz zYUxRGa&k;1eEZp;Zyz5wGlvL4N4~DB%K%RWwayH~E%@-ePQ)-3_Y_*Oh>O#8cXxkp zZ?|-C?|WZS_5JJDLwtOEnx&51rlzK?1#7@y28V|Bu(7cv*m84o%gD)*poEIJEt{8a zBqSxhtgO6}kV^nT@|v}^b>zkXRk;D*tH#O}}>sK1@;+sp5%8w6Fx3gS0VAlCZbA9MmiH?3pLkNcCEXwiW^bQSHP)c_P_K2DxcLMGWPl2R z)ky`STR(xoViYauCiLL)nZ>0g#D^;D>yMo~caEb6?1B{i{rx_|laNAG(yGEtqoDP7 z3)H}qHwCoAGxlrq#)r-Y&!m`Url%jnXq)eoz!%SBv=kH+gJ5fc2TW4CiQNSjkv}F?ScA?28w_|L#!=Jz)5j#9Brz_Zjc@h|SGBq{z?%lgj;F1p>Jb3IbZ6T%j z_IBd3WQiyoWM@~`(yCdASeT-c(~~i+uR#UhzuyIjMhy>8?A6iLh1!demnSkRbVsa1 zpMsLt|7$&lG&=ecT##`eKb``}A_9XHfS*qo#2qhodp%q!5aPC~D@>oCj@*6~BnB0P zM#A|c39q8k;@DRB5Co0RG8g{#Ed4-FPfx0i)XXxM9oV$NnVA6a$Fp#79C`iv^~daN zfT;)5#DB%TlHXU1-sj}XBW?kjj($Z44Y; z;&5AzZB7SkPI(0e65$b?SCNrDiNh5s0gZx{ExDBdFrdcMX6h906&Dv55fe+rMg1E7 z;~hoe^789-Ayz``=u*;$49+t&G?ibz>|goM7<*H?j2$`jyPYTmw>?Q2so9{YIz)85tf^@7y|IBKnX_kNiAl?G*G za345E^W@E&(_oOiZb9eL3!WhWLl68na&mL8gKiun;Sx7rQtqe`yaIzhY^suO$_YQfzbLbH9P2bGkRG&MDoH#sa@gfOQ7837Ra@Zm#pURRL~i@k#b zmfj66MoUMR4YNk7jk1Rgv{PNV2SF%s^PMiah4+0Q8cKEg^y!bd4abl)^SyibS}%?% zhio|0(b2tzc!PKe*}(U-WQp4S8U*x=>5w_5x7gAz;(gR`@NaL$k!hCo+EaO(o7mH=2b0@`;&K|y&l5AWH$g&GG`(6T$4xm8|z|>c7-aG>X`yfn8JQ8#BquKfR$YAqs8fW-BfZsiX zr#S}jg5_|^V;kHd{k}U5)>BJ&{i=+>KI<#3!gycQrI#!XtGDV)5Ieut5eE78%)0 z01h=v?Ab}f!(hl@rU8I$u>z0T+=n>_R0%aLtDL08LYno})yl4}Gwkf_G(zU#aT1p= zpFVh!(K9QH7r5ykj~+eRgvx#6#*HgbHv$+XyGi|p$Kn4Au>Udo{{n=FW-QgUwo-tZ z#dMBX`Xou3z@pEurl_y4Kh6=;FLiSHCtq9lX1m6vKP$mUdWw?r1=wS6r<95RiU0)u zJ~K13x+7?_JSPQ);1?S>=R53hI7!RiqNh_+=I1Y5ILF0x%+k`*;`sih{eAO2%`&<_ z;lbU{4Gnju`pdCVAT;R|+sZ;`@&cQIHw3~t&r@&TzP*OUVj-P(1!HlQlno{o)AaUk3{<<#dT1drYP}7R#xgu6Yj7(pkXPFMtDplh{wQ z+%?~M_4oTY-K$rh{+^#dEhi_p_X+0gX>xM4Wwxw+XOBU3hk02wV2~Y@z(7 zgp8!5B$B9A>brMW;L$`n1jon5#}7k>WZMkOA^dh(-QiZKv$OLdE2~+dB{v|LreXZ| zRx|)~dpeiMJTJQqw-NsK?O}Mh1(NGLRK^~L*ct1EUw2?;Wyoh(b?ALk5*yffsz8sB z0p=0c0DZLzhzlA^cp?Z1F$j;sP{4fd=0-PEHWawv1blZ%K!AdWhv()ky+iLsXWH7@ z5XDK?uYg}&ihbch=A#%AJRT8E@$?bf2u&*X-cNXveeaVWwsO}FDXXZksAuVMo12?^ z!T~}hBlqy|AVIp{obK+v3H zbv3oaz%vp?{KPINLa(zWBO~LeJCouY1dEQl)6$U}6B7fxkU~mIidkH|RMOzRl;M+8 z(e|T~$|q4f2B#|voFEAb`!ztN=@}VAPzl1rX^zp0oT_YbGXw7Ml0-68Ra4vJ>{??5 z57*q>Fmp|;tgOTU;jy-{`2?vI92)(tsp(~8Bpom|1K=j}c)N_Y6~X-c{BS9pSf+kO z0A$n|kpITVd0>fTWF}QrVe1U67SZtq1yoS2Kj!C;NM3?ulxa-^;OXJ55Sa%U+f0Y* zB4AAb!F|0f%x^fkxI7CB3u}P)O;}DHC(D;%4KhjJfJc(%y3Mj2jI6xGsLA!2Cl*lT z1G!7d;OFOm{`Rew@QRn$Pew^sPdZ`C$LX`<#wK24JGumSEu(0VA4yb~;|N~fyt^wS zQ_!B(l?ev(3j8FKUz)oB;0Jybj7Yc8`ebC@)KrE2_40ZD|NIaweDChh8v$0rU++6_ za@*Z|_l-Axgs-07z5449eE(eV|HB^U?d%)de}%@O^-2t=s~81YMVZWN_n-YYD8*gp literal 0 HcmV?d00001