From 9af0ce31d0ccb54d544867026c831463fb819291 Mon Sep 17 00:00:00 2001 From: Nadia DAOUDI Date: Thu, 28 Dec 2023 10:01:19 +0100 Subject: [PATCH] add seminar: 8 --- img/Xin-Cheng_Wen.jpg | Bin 8528 -> 6889 bytes img/aashish_yadavally.jpg | Bin 0 -> 57025 bytes index.html | 23 +++++++++++++++++++++++ 3 files changed, 23 insertions(+) create mode 100644 img/aashish_yadavally.jpg diff --git a/img/Xin-Cheng_Wen.jpg b/img/Xin-Cheng_Wen.jpg index 309da6683739079a145969255c9288c40f2a5838..19e43dedaa1aac7d24506596b96909f37fe27c2b 100644 GIT binary patch delta 5829 zcmZ8lc~sJA+orKutjxDeP0g6mveL{MbD7+jrcpCrGfiAmrbP`2$r6_Yel26>UO7ri zX_`xlXfB9>!sL>vnW?GCB7$MLpnxeL+sAjlbKdVe-yiom&mX_%dCu>?ulu^M>v{kC zyyJcTrl(D_>`lKw3}p%*k$XpA+~mZ1!oT?rspk&Hu!$N_xxG4Z6Yb=18$De1N(1^9 zkeP{G&rP-#h`!mgMOXb62a!<@{PkynkXF%{~q3F6iDt`EYpa54II86qYt8&wlexf|n!Y;InbUqa!N739_7p5c3?ma<8{ zLU{e$2S?ir8yiW5(-K}yVHhJljE*E{YCu1bUw`6&XD)BTc=9=@KJ}07p^ zAjbx6S{w>bA&-q0j+=xbM%|2gp=dzA#Uh;8tom#tP%_Yzkjg=kzA#x2wdI8U5Tfa4 z4Tu)QriDew@GC*9w#5O}(|yBH#^O23jCZuQQ4hlkQU}8#5w0vyYc~Hev?Nr@j z%*-|Blr>9p9zx8{`OL0tV>|e`cMc*;C-y6b41irZ47(von&FbuC=W!kLzTIA64wrCN~9m72si}0loTzZXU6?*Kqu>(9y?3 zo$Ee|ZU2^6wIdcNq+KK0HwejJ`E5MdYp!yqvwDkpop#5s8W3X0ptsE?!K&c-sgk6Y zm;yO0o|2@fXGJUnZ4(;M&B=9>nfzT$*-BS<6#2q*bP)+|_(`AU`tT1nPh@)r;62FSuP(MiS~Bkm7C zv}#9*qcO8@1M?Zh;YdT&@8%AXU={+>Z~(EnbWXEjUuc zkTi;jjnSIN_-&ah=aLt zH`C(|k)AvEZge{8+&=JP*x5L1%#dU`hCR+oX;E+agR#xQ?|b!5AvloWBfjW+-mzO+T!g_a$+8^r>2kGT;Mv>Zkwr(-xM%poSO8LuEmpYUKGF?UPru%~ zG!}(OEAm^}yhtwUyfE7nob)0dZiow)RhUEkMm3<;4j-Oby&Jv zG*@$^teWcru*^EK1l6}P6=Sy>PO^xYcP?Z2oEzgg+3%5*!#V|>GLoG5$NrN`s(+&%=tjqCoCn zNfZsJ&EpPV*NX5q^3$%;wro3TGuk!7AVTRv412SfnLs2^J35UWIzdpZK*HuK@m;Yzbxco0kgO z3u*>o&Kb=i$c;6R(blR_?$JI>g6Q33*A25uC!rbpbiD*AZ?HlY0@@~JOp)x2F`Gt| zj-oLitW(#}5z=~Vl?9A&JswL`LY#;EWSLlm2BiBp-n3Wgltgve*SNoDagQ%eR!k7U zmM8sY?Q)__#()mJn91-70%F^v%>AX8@{XC%7nV^gXLAa!(bE+!xyPly#LA2>@<~>% ze`j2J=-DLrBh2WMdJ#wkrs`S4Q~CZ1w`)GJbMAG*n@iA84Tz%_CUUo|eVZLXC+ERU zr#TOBUh!o_yK?b-<=0{yI=HfPl-QI z@S}Pss`x|~BufL@6iNQtr`#FA^ULo7ZW~O^3$MOsdtY82^O6^%mxkX?+6s)VroePP)M-s0P%BARfYd>`%4QfKI#{ z1}bX>&HkxAcC@oo&nvPNI;%G;vJQg&H}pWx^HJBujP>LZ4;NOq>iOiEA(Yu41-}i_ zE@A~g-3tF2Ff1Fj|4fPvd>p&ihxjbqaUr0j)@O=TEFXRv%Eq{hUzeA^ecJ+ee#k15 zLfabEu2KCwi0R=8S{MZb&=AF{mzbX!`Z$+9k{9C(-GZ|7rFyAf0{%ogSBh`!PpG7P zoC}>p75a-B6;M(8BNxXfNA9Vdb?)V2+~Uv(u`4PIrlUM67Cb}Vm=r!}7*7GuW$_Ft z)>P~y6h)Y;=cKLMicY_*b|lZ0PBO0`+HBH_;1>C+aTJXL{P$2Z6n~$owoCzfef5?5 zwFsSRwqLTJuNwp_4!;>-A$)tL56JFQ_YmBodAqNSLn|(RJ2t=&nJdDnhemQ{lP|Km z1+vWEQ%3`$u59S=q<^&ncU`vK2*#uKUA2k7usrHx38X%u$JF86#NFY zjOZfGsKUpBn`F+_-H1mA!fZcvK4C^YqS#HVrZUY?oakt^>AL?N$j(+6Q=ccy&*|8o z(sIH=NTuj0SSF0DLm{#V1xX3JL5D$Jz1x|amPSI&Vf(i7E#^;U<0Q$x{T~&+r$o3i zKCoG`ypP>%H^A*7muo=V7AsCzyrGPp)PQ=nV#urh>A0T}rRModqxNhshIMK#8Lwh4 zSgFd%oi5{;)?n0cYpc^^wQD1vPmRRBNWm*?cxyQYZVyNuHcDiarFiRl=6j5D4R`TI zRriUC%P-tjv+44peUZZ&P#!Vl06!ntA)(!m4MA}-r*!bSF(1sC@HBy5hmaCe;(x3p1N_~+ih^mLbisbD1bz$UL#^2Q& z?i(!|?lLS9z9GHskS5$;oC5W`&u-(fOb4#lztz<#~Ec{lxs*$;g-NZ=~w`UjfW*S$z8|U+G79tAN3n}6xo;uLF&tn zI4>y_27{^93%J8Dqm;U#EawcRL&e6zF$m43R#NeK1%>Taw9XoF?t?FdY!Y+VAISj4 z&nW?9fN?MC=l7VOs`8Amr^P?6`bz_FtCZ$Du=FyrRJlheE}JFzJyrfZlBfZtyPR9_ zXZbdi*E_)0#wQ1|)jDR*3aETYoW}n?%fmWua_^7gU5EnAN^0HoV5$x9&l5UK z8cc)F#HtJI&Gm*G!<4q72%F7kj+o~vCLRjyvS3&$IRmVH)qd9L>-Xs_or%ATRwm;ddWeYYKgpd@+XN@4LA9XQn=; zy!%zTm2bq%J)AoSr|7GIPk0%G11J{gjF+PP42&y}A@m&_40@64#%+DGD7d0vQLr3_ zFl4pgT=HeY?kcTJz^tVtKN?axt~m>#RmvC{OrfhhKp)3h!EyUUv6;4kp{=f$B%jj_ z!+K6@KoZskB}p3W#AG;P=ttAx1Mv4r{)rnmzyTTj+Af_kTXcbs0W#!IdyL0+2sONu z#TGXelQBVz)aI!~_cFEaXKfAKWLo9EnJ32fO1nwe5KlT9A1G2+?{6KYl2O0aBxhMP~{nGq%O&io27x-8W>lw38v|1IFf#09U%BbwMY zvS}G&cEw1!Rs2m{>38DTdma0Uzq5*FeHld)S~nM6Y?2K8LtGl38dGogQq=&sO=fAR z9dRX)9+EZq?^lgXYYtKaYJB8GUsoos>&-{0J61pzp-+QyS60r-rXyirC?bLFB^NkYh$i}ueVp6d?KwT zvTD5J+0^^OhGS!o&8xEk7p-Th)Sp9XJ+L;HO4+aiE~{Ad7R5K!Vvfqvo`bC>y+=QX zu5Eo2medl-u6fI1yfm|J35H-rMK$k|KqxK9(9#8v3Hlq||>0s+f+> z?08`uKfwy=09PJq(xW*E?++;MuJAdqX8W4 zn=wpg{xS(FVqr7gK}y*N?=@<`CX#^ap*MAZJL zL;JECfcOTAFGE&DMcoN0-6_iGLv8aB8=v|>&i~GK!B#~s5SB`~sEtORys(WTYB?gP zqwc~bYu{UfWAYIfHK43oGHI_l!Y35=E(lrQ07e|)@`I~l+71q@YOO@5JP-Gj(p4TV zA6qWlJH3d@tz!F9p>hZ_hDpCbvtC95v^K3j+P=`+NVH)ig?>=x; zD^fpXmR($lmdBvd^lE_L1d#j=YZ4 z14q}iJV&Ynl?)(x?rEmizwd4s-;JH3#ZC{4p{{0v$n&HI{Ei_dnrPT_qv(O99hc4R zUA4XF7e_hM?0Q54QkC4y3BOT@LGq>?LQUsbpYxnlU%*|A~WSKJhMC*xw-?h_=X zqqww_=Q=bX>4UpER&}X_EfH;B1Tbk)vv3x$GBKe5M|!=##RaQPKPg>fKgmW&mC=_d zWpM@bVFQQ03|U%AA?teDo~vR?t2$RR(CpZal+z_GAwSI?#5~!{MIaw?oZ7)c42xKOca1zZ@(CTBcQQEG zl|fUjDCTIDvGiAbnvi&v5M~g+B&=3CrpJsNp&%6lgF$PHy&ZY6esAktG$6gp7-x=o zB@4GAh8hHX^?Fx+VGO-+%J=TLdv0F4eEijQj&j&bLp@}!xG(}Z}+*=8qU zJ&Ph#kd6l|AyQ!ep;sz%2?7G7S37Zn@M*!bgDmy1P4HpL9|Lu?r2G}^!a!%KPlvD7 z1eD43ht24e~sto z-W!Z3j6a~X#Cx8c2>M8D^IN2L#PJ<(o0wf7Iz-^X$!JsehgF?@{WNKF8*G_$@*10{ zmFPdVCljya1#8D+bQ=lfVDI&O_Om>sj7G+V_t5i&drbg>N5sBG4G2R@q@JV4JZw-D zTS3)e-czG=_Y(m6b-~qo4ak`z06N32Ha>{cdaw_y`{PZi7X90}>>y~Mv4T5YPfV9A z&9bDF8WdHDh(yB#%t57taB%&p1|+n7_63gR>GY+G9?$ delta 7481 zcmZ8mX2*RY9rIO_W3L-9PZfu%>vb{Xtp7;H5eL27LyYF+Z>$b<$MAW|pkF3k(!!5Kj*<R|e3A-_@3K zFp~eJK>j~gn>XWo@nAK>_TJNiUF-L5n6@yLkPE(FZ@Dh00J8r0_s+)m-x)x6@?uf) zz`&6wIRB0l!m-qca9=9*K^fsay|3ppx#q7S7`W>PD~{Gorr$ys4;)?}P{3So0f4}< zGWGGUu0G+GP#O-?$+y5!h<3->C9Pw7iucgEdzjOCY@}Gq@3YzAwLdj?3iZg5%1yX1 zNPW04CxE5*WIlmJ>dhioX*^r)e!68rB5?cZ28H>AK z6#k5M9VFK{HS#M`9ot{d+e89qsjvvmdsxpZej%>@9BJG}=wLCnGc$t7zjE0CO6D?> z8|eziu@^H4r}D3qUg>g9t}AEVe36O>eU^4P0b_SQcjqF<1NUYXV4})UFWt3PLy7_= zQbF{cihXbjm>^|7u%$E5O@h~)v@*0~1T*)}=}!VBA%gsXox@#`csyCQvTYizCQz@3i&O_n-3IO+WvTlYOM@_s#z=w&^8+YpFcZ zu?vUk0^}E%vP~jXM|`Ck{0lw%{i{nbf50`RsTKQT#@QW3nugTR1!PX3dZM)EgW>ZW zISiG3VIDf;`q=+O3~+n+!H&fSNwNXt2{3;+l+X=~m!jn7ac7j>Lyl79v!;Q>w(6xD zq8U$MvzDqN+y%x(;%{Q0f9N>jY#4^LX}gwuX~g)$+3FK$d6p9OaZh;=t`>OyK3OLc zCjl~|CZXK`n%h=}7SY%+^S>ZUPHRz?IAZnu-jhiZ-^(eYQfuvLW46B0+RESOS{);1 z4ECt1q6A{KxO3#6@=!bE`%R_q z`Xt-rHgFvY?-+B*a%dmXlH!K^c+TD7linPze+eGHgW4t4y8y53*}E3pRqp15_>rE- zr5o(8gM#^7)U;u42$J#!zQQPZhC9Fb4VbNn+-3bja6R}ic0LdzZ2GF|t*(J_* zz<3j?3DwSd45o70>;E0|#3`%8%S+z-8TLp9!)p9{R1QoA}8W&%#~GuG`cHdO6w zuWth;19yjC_i)T=#%+Y*EV(6>ELO`o zFt4#{Fm#nPJ<4T}X^JTA&IkD2v#qAuLjtc#w}QzxMM#g(4YxAJOw{bk^zINyIOFP^4sc%V8<|pe%IhVYD$X1xE+a-8F{!r5TIz!P z-u+F~y9wvWOZ?aJxwSZgu5vQ)Yk@R>Y)^#$zfeuc04IkTdNM{-9=D3eFtw0ndX};C z=tTz5o?}|i%GC4;OlRjH>vAd){pVW6zc0?Q6Wqi^S%QPOZQ0HM+7fiWxyC{?@K_|u zI`Yx)`yRkn?>j1P?$ho(^N&rFq~PKv)Vd7?Et|dts%BdoGk^aa08_dM*_uQtw%jW9%lMo&^PnC{RYt8%aqCnW4dA2mGARvliB+R zCm%hvpKQR~suBy=4`IOie-)rg5`l2=cpW zz>&LGR?K0xaxQ|$^VqxPz8&?$x$RFZ<;Mq*(QBu^6|wS8#l;=cEztO@G@8_&*Bx^x zFh2lO)n-~aY3ELn{92Ol$Ba%dy%6MWwrJzFGsqkC-*G@E(DoX?lYre%W$PMUZ2s+c zYV68<(7A8ld>WV!EeXk; zef#xw#MzH4R)_igL*_gu1IW3LwO(Fj{WDLI|K5y7j6cTQ24EL!YI`}a#g1cjH1J5> zn^j7_XR4N&hE?Z{LlG(ZHK~Zo5x{|0h)*rl$A=>Tz1($?=eFb<#fUpNx5VdOUMv*i z+X5RYM-%D23b7T|nJRyhIcLK3QSBg~BH?2nkfu>8lCEAE>)$B`B?8}Qo%>M%FPr?y zILgs;gqcxcX^a76%3Th@??=H6p!SGEZyErTlDfwa?BB(EbZwXF4@a)TG}M9Ao+)!6 zGg0O3-n5zh6}GfyX|WRwhX^6qFwa`!JASegW5u$h{5qvg^OfIG5~q5V1GZ zJ1;U&N>>qdL@rDB*B1k*sq0`7{;HsEcxxvlS7$`$0D1j|iz}837iaP)k`ePyn8FkX z2~`loyZ?cv8l^1%I`rbj0Mh{a9k?0{+2?7y?B%Vi#akW(zFEoHJ2An?M7zyd52&(h z=ja&ihGhN#Snh|)a074BZwwEcll&$h^}Q|~@SAa)*g8g?5I6sew>I4|cSCr!CFyoI zZW@Xqvj5TDXF1zs={E^_c3D_)f z!IO91J7L2%q>PYFJMfSWaN*oEcEt(^$wC8)t{LgVn4p9B{hW& zKDWsGL~L~}zyHD~rqVq6I1&7P;ug!?EcVGkm+y;<(1({03Ho{3kO9;cJ95f)%A3fK zb(0a$2>^=jo@qXz>bkg6&DWW~hEBr3qGGQz+Cp-EzxKyNZ}P=gi?0^5A>ek71lB(J z>nty^^}v_WUHe_-A6^XAzm~9%Vol|JT}3(61r*JP2^j~7_V=KpHFGK?gpDCKCCP^A zuRLaoczj|yD!QR=m?90U$Ofw*Y^hkA46tCY_u8s+CJZ36V_-P}VE{$G?RnW#MLq^B zHXX1>Qyh1sk|uwe4Zfiu+`HTafj)R-9%vjf|D;G_#tL`8cTYau>xF#qcW8N#cUse| zX%>6ONB!>EpgA~_mG=*Y@sR0vFh@6&yh?nbUhXo9skgcrhpT1b1aedc?THsKR1t6n zu8>R*wQ4_vRo;Ut8tYZ0nLL7i12XHrYvtokx|>RGD+(`ksH?j<_`D~ika|1?HKX#7 zjigMt(%(2fqEl)+4hrz382$!GFVGeV2`mQ2AUXQ(0i@Hfp|(o+NI_D!+ePPu}lt`wg)3n{DM)uUKi{;4hx zb@35S(v8+=Ui(LHvxU7!g1mQv{%^SXx!K!DKmO+BU>r3xY^+>-rw(tO>Y?ccwySF< z^$P);UqLR@GAz(y876=urD7N4gvkgN7f^;(K`_ix8SHhbJRYOnxh^SJZO6$#yjr7H zQ7+3d0h#>o&Nm|7rF%BhPsE|xG)>#x#I4;uTGvI?SNKEMIn6d5LYqCQKPw_Ly@g3} zmMWSvurs(`PFEq+>=i8M-@ks|}}XD1++6_%$q!T%bc(%kIcbwbK-P(d2JSvT=6$jM4zu-S{7|9Qspsw=WkaPOWgR+L zAfL6ZTpYc%G1|T8yTEHx z&WDqIW+M$gMp~8mCkp9ntBOeS3JupuWGz7Q-&cf<>lbg0<305QHm1f?X0zFiuGj*+ zvDkR`OM@zEP`2IF#Q;h&mwBciaaF@KDB#t5Bi!pfTm+^aCOZPvA(ihdbj_{v79HLO z5E6;4=8T_c0;s6J#pdj9Q_Cl-DDjh~=BWi26+R62_bMV~k)BW2ZW2x#SB<6Z-qRNG z?9^M`fX+xG=X38FK;P8HxflS@J&&y~6!wVeVCB5~K;r$rx|zKV`Jp=lSSURtH*{hu(cT`4{?Ae&Cp+2pFa4S8hcuE@;lB zGLz|-HA^NjAHaa-t+|5wGy4U@b;J;VL7x^J8DaxzHGx-#IT)kpalJ#gR_aF8? zbansRu}IQy1`sgj2i(>1jeS90(3F0yPU&D<>IYdYs{hvmT+J_!+0ec=W{OCt9|BJ0 zi5+sUs5UY5$Qn{g+9PoXDg-|SN4>#h7(g#e+tVem$wHzO(;U0SNmtS2Wmxyr$@70#J+U4+Juo+m^Rf9V`}t;UOGd%D9cb9N6V_`hxE0tidm$bxTnS^@SIvyN3lpMD?m!AEssM-gfQ-lWSW1fwH{ z8KXikC}sZF3HRi9MiRK8^q!41%UYpnzYsh2wZbQBl4~&@;qZm|nvpvz4D24`a+5R} zfTh?3i<=bR#(x_S^3T{Yh50?|b;Qll=#(Wvx7dgr4l=bFu2|y%ym~8cmI419z@R6s zLwwbRm1mazGHMb8g|o8!670w+7&@R>qOkFA}ydV2x`6Y*0OyWXw zEB()OkL}b>kA%C;A0q+X&Y<9p%kIWJ8qc0l#bKj#&Dx-(aRFCe?~>v5z(lQkwsQdAhwGj?G| z+OG~G3avgBd=7cVG8rx0SEw=(ceb+clt5l%wlWn^Mib{% zt?sZ9!O0Ue&DPQbk`8*j)*hC0KRNn@mh&HpqlD~;ChxtI!<4xR!mIby491Zr;t$_- z$+rU-t*s&>Hci6k*d~`!{o9QtK4JSBX&=lxwVPf|SMmaB={-2kJSS@gDiF8#GK*?v zPptmOa|t7!rsV4Fs(8(*Nt8pEf$xK8jV-uZCh!1WNE|K)D=SE^*eBI1lj(gKYp0c2 z9_6Wq~9bAeJE>t1gpPPB?27AgFA=R#ZvfqF#nw`&_z28I3~%5I_$4>4LCgNdG9*RC z8Pl&=EFP?l97EKRaGy9m3_MEt;>pj#(KrLBD1FGto3bfji;HiS(TSy=HT80wm{>FF zLx87yWQwO9fgTk;=IcMNy~R9Bjl_{?xJ4u13Ta?Ncou@Wcq?%i{N3i@IH9?Q_18VdUfxQV z^WWT3-IKZ7_gGgf@(5d0G;W-*ybu_J_t0~+z+Xt=&Bf5)VAGh1y1)(^J}}2Z-~;tf zQ@-#j{JZSQqkboFBKTL1+5_nDIwU7W8$f%TExD!$>hFGA=@S|#qiKk-Wf}1~(J5s$ zERXSKVCf?&<2kZLUR9s;uK=1^^0qtf=zo3Q3A1|XB4mUwnnU%SiqMoLx8XS3hyV^S z3LQZxIST(d*wLlhoZp0a46AnNZEClTtuI|5yhabG+o(ag&Cfk!q0^evtRdz3W`&Ps zQlo6wuhz}&k-bc<(Zq}%=A9KXJ)=1$m&2M76d``8ap?3d1?E8UK!W{NP6yn^MCBXp zCN>J@vxB&8P1P5h1?i>ATR;*JQ-E0IdBGd&WQ7R`Vr_b&YPArLY;i595>f^ibC|Ji z5)FRg!bzno%kg=wTd)sziCa2pr0X^QTyp%h#E9~R|lty*{Wgq+a9c`3_bnFBT2(*>dGXEiaoMqjM_ zij%Nv29?=w>G=xFxN(Xvz6C(`UGbyKA~jB=X6xxVKj;iIm+!*MyP=UNFME36~<6MFlD#0dwx zIUQOTlj}gppnG_c){G%k;m53Fy^M z5C%@h6{gT6jEKW6`roKg#%mX;p-?Vv0LfK=z-I>4}7(k^PK^-c%A%Ycj?>Pe!&aBRld4ZdQ|9bRh=8X z!xYNa_}qEp(dihX{bC zo1!AycX&)is|sw#d@x3R5%xWtzZeQB%=K=4Y_mAB9n3tK9wWZ9DCi4-!Su$V#~OMw zl4=xRCzYRmXUW+k?vS-m@*|G zDNZU`iW9+GPxre%bW{K)>*N6Qp(}p`L&(XlCEtcz%cx^{rwS1mdH=$ehP+}3?B?f$ z;CH`~aY;_J=}19Y$w*nD>R3#{!Q_~l-oB=U_1b{*{Sz7=!f%anm@(!Nqth2z%Op=D zfD#(nsScr=Ci7DK_Ljz5zNP%uEv>eZ;pWd4enBL+P+NV4j52TFpEaCdv?22(%j*SG zolNJdV%N9RKh_Niml~_a!Au(cS>e^ZLhF!eG)MGw(~XJf0})Bk0On1gEzIIx&(?g7 zObXFk3?Qa24yc9G&|z`s#alzX>7)pOIK=>JeEJRUr)!UW&#uC5(p_=&2Uz{$Th(E1 z^fPXldj5*;V{%~tn@?eJ2 z=&;jI#Xny)|3kE2f@;eP=Rd5}I5e0n)rqNgO}R?)=KP<(#l*n<=hg}&tzlkhhW9F* z=5n;|cqFclGF^WrEGP!bw?LN`U$w-NE?qAv3g{M#G@KNSoPrwAGU~QT>YgP>2tERR znipV&tdJwC={MUkyp`@Zco@CQCq0Mb4nCd;54R)U^5ha=fV(~3{jieerVR>JTr`xge8=>c3IkMWe3T0{TcwDZyqsgewdjo_)y#C z?x=9x)nbNqqZ}f|2^q=N#_2juVOs8S%?W=0h9~e}ct9`f-0qTN+buS-yIh#((|4cX zX&aT@hIARGQrj{XBnVd_da$>i#?+FIvOx}HnVyXpfoii6uUiQeKf z)jo^3GYV*ljKCCnp_uxi#O2fnT1I(GD#i>SK3X@EJ8J|PBiz*`gtiQ8&v9Few4T3}=sy zr~`sS8&=~mE<&Vusn>tz97n!W6!Phpav*^)MENvmaTb>2ZyzUC!KU>q!E(_Q(r=4L z!$tnHRXn_(@6fFNBAm&obEsG<&JP$1jS)+=y~b;YtLgv_)nS+GDg+M&i%>F{b+kj` zoo%!(?@8p9fCJ~VXWWFRHCpm)UJhq%TUq150{!;3OVM<66MgSl8}G8p!3e-|&15pQ zyj>EfflSGmYI45%c3cl;x_&GNAL4CR67Vo{26JyE+M$`Bqe}aO_8-m2>E{1fA$Ino za_o*&{=l$yee{mHZBKGj063P`)TyRMD^AX~|M>kBBjp#KzR$^RCRb$uxgliO z!3Q<=(JFr-Hwk{^XQV3))P)aDBRs-*57DArl#2w4%vh4WL56@ga7|oHinV^1xo=; AssI20 diff --git a/img/aashish_yadavally.jpg b/img/aashish_yadavally.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab5ed28fd4aa499eef6256d3d29261c6675c55ab GIT binary patch literal 57025 zcmbTdbzD@@*Ec$JgD4<9C@3w`ATfZ_($XN}fOHHY9V zFu)yu&-1>|d+%TO-hIyc%>K;Y=ge7q&sq6h_cQk^fCnlH$_fB1EG$4F<^bHU0*vH6 zZ9V}2YH9#3002M;z{YwAz`^veFb5#i27vpYJ^=6>^9capWMci#XeRdm8pQ!*;{2~Z zcJ6;>0`3t29!+bf&rYt^PR=ZXFJ1z~{qH!N%% zTs(ZtBN3BeCe%E@JU$K%Hs)dRa50O9<%byu;8Nl}e8Mk_|47T6;34A*)

c6Il_ zd;9vw#wRAHre|j7R@c@yHn+BScK47cr)TFEm#C}je|%x~^S{{o-<lVu1&EV=>F}K^W zdD4f57>S$sLCiAl0o5J|Q)K7rW2lfsG$CqS4f#z3N#sT*s#g;w)JQV$gG;lk;0`Y$ zs%Fu@fBD!@!feh?@qyQSievwJJJ76SwS)E^;?Vc+N;M0BO`Ql!K#6JB)PsAr*00=Y zJ)G*N;%AtV;~JG;8UDA2J{A$c4j8F8Nql7IlV}|3(}M4>9N~wE411$Ew4Lt9@it0H^|u6o+$W- zMYYR=PHUWUGUZ2oth)n)@26G1r|+$CfX{gZxbfH5GrkJl^ddeX6~dXiB5Sk`W0gT~ zq)imYiC*USmgnRb`&1>DEL6G9Z^ z`)||z{=OQ(=3e*ty5v3ye{xJDHz?Ombysqb^rcgAI+W=XK zxBw|Q<$C%;>bB}LaPF(}4V!>pQdeSySCWxm4@=z~KBJH?ZLZ=%8S!~LopwpD|6rcG zj}E%vO0#s3FQ&Jcc4a-0#eu!$r3Q1T(ARX-#nZ3Pl?ud)atc?Yo%hG*@h6tUUJX@L~d#j5QZc;3j@D$Ho*`ma)ui2*c zSv@|V!Wzemuoy_)v18)!RFwvrG_e%~st>fgPoVyL0NXO_0-O{MoWDESP(aL!Igae0 z_p9<$y6}&3P>y^od8$WH07oX{s0<;T>hHTBnz)`hv_%};4S}pVbOrVWc=Ix3vQRgw zogF~bFL`P{XMk9iy0N1;LRl#LWtK~Ksg60w@LY<*v^r_wl7cZ}LsGrMCjp4x z_W-7~oovWvZQK-SR@OhZzMZ+6qmWl!FvJ;77t4%i2sG6%UNcbHIY>gMZPTsuk z6F|Hxs{dGhV0E;NZ!RkSlMK$K_14RcpxFUGF2=}pjn|hXof$Q-P7R=GxZmUM6!Q9~ z8^Sd;9m;|M4OD4o>-c}9#qZ|t@Nd&TgQ{)g_O(r`{P$I$9ZuE#{1c9EIT(H6tSM;v z%6mXi*4+rGrhi%XBAR?(pC-0X(p@>A_7n!#Xz-!2TKfYtKeTYqD@3rN4Xm$DH%msnXh@vDq2OfXl3i_lTp9yv@0 zSFagXEh>v$4T=9e{A?rSO+t%RtV+x$P|R9VHLng-aqkilj@c2nW2vOD{8W829JI@1 zO%tu-S>I9h{t?BSTxz9_xCeh~Z%dm6TymKSsrx(c0R#X~c(*@wsyY%seua;G@iukf z)#hQwi_*fSegMv2W_$jUMqMm(2CE>*@(FsTEY)`K`Oz!Q@t9tm%0n^N2n%L^op)Pf zPJFXD=8)&B31Ri7eYaaq0mD(%%~>iL;C;TZ)?+;lYSf;CtgnpFJ>a1*ypL?pY_VM` z?vgTJ?!&6TP7J@18F`bU9kNp<T=56yV5Y7-4qo(+$K!n-_Vm zx8Lzj@jB{ln3xS(CRtj1)KjF4EX&|r*>*hiH=RU2&q1bkr{v<(H7OSfIcAYHn6xIf z_p(s@00wyPNYWuwyY84mtaF>DQ#y8u2XIA)>Iu@Y5_P8Q(5P#D9X^>T^hm6e;qDiyTmY%#iL`s1zqT4U; zP1c1<6JXtSB_2y;yS)&WW45{G8{(R0+`R z8Ld?bBvv zfC-4h@B)I(m`i-YH^wLhvqv_=#jjtaPkHeA?}f~=RAWnhi~JeD=jGA&B#>5ISh0tF zb+~&t+$gbPH31g1ZyLC0y)u)4&Cf}Bz#7334ZwExI^yo3L8L%@DkT&bo;v&R)GbpW2Q13lgKAM7|!o0C+g)qe|(Rtp%L%*SrYKf$X_ z{{~dgIW8a2Kt1<>FLHPK)_$ z52F*O&%(D1Y1Z~;4>rkPb1Px7#`xPmKqIHBjnag31}r{1*ZPMRjODUILzXu~K&Cn9 zd%&v%Gv~s@^*_0%8nWGjbmrRd6Xs z{q;GP08zResso2zg{`wp{I#?K2d=cS5dgV0MuD8Z;>ZqU%Z75r3e0e1L$hhx<*77Z z7U1^g7xoqL2V?XD?LJf`4r=#-HT%~yk)QvJK`IOSq&k2&#%e4LADQ0PKvUh^k=W$l z4UygfQ9h3^U{LxccTvaOIm1^EO2=<4!ZR9s1eb*$E=;Ap@LODuj=m#885S#Atwqy% z26SFN^4&}Fh?Qq~`{-9mTMVR!Kzj1Z3?tY`?*U(fg*kj7J}XYa^uF%izN1Z#_F+8q zn&g^IDy1FiUg9g$TcX{dxyRkouTVu^Yib`))LeBZ*aVlBRn!K)u}5aL7$Co%eCd{0 zGp)oZINskf`_F2&VyYN38iR5GZnSL7T+CZ7L&LA3$o#xw&zm)-jfR@d!HucyzxC-W ziC){EuDnnGAmKN{scQ%vZKPu}kBHr~w%{+H#oHLMm1z&j3Eq+?jLP$*BxEJezM1+> zb!P`mjB@ON@#aE>9?!pF!QI){Q@p+Y^o>0+VF$%HEXpv(cF_>VNm#*ZXQb#pWX-_(^Cc6oUO%SNl;;F%7R6XfK@3`r?S>6>AW~j&h}4dl?|# zskWU!2eDTZiPH3;T`AoYA>#ByUCFG(Vo#_x{8^@RQLde(u7&RvnTM-QUb9wJFuYvv zXY(VbxY;W>UP>*PSIzIXrP-U(4;-#gKZB55jV4?dpWhvq%uN(B3ZSL5Aa0PNH*w04 zZ-E3it=(Q)PykIZ|aw z$!}WK_ympSqr;Uzt?zDXBzF&`40aQt1H^s&HeUvCwVy^X2Gk-?cdsVIeo@G0t@sP@ zu9^C)(oUAHR^jDFQ2YS&Co|Q9ue4lOi72&)glQ0)A&IXqbNA%R3;Gq;Qw}~;VBdxt zBdJRwDw+!w>SOB(BD-+zF2+$)+u=f~Zpg{H5DH=Qu;HiM5%>Vgt295Zsj&WoQ#&)V zUn0V=PO`RN#qQ;3((CB`cjvc8(<;$@H6aqUI20^0tOPUXY<_kn(Tb^BCl;Mb(;2&O zGo8chNPVot=#C6t1$=pqBrg>@klazYF!BBUhk3D{R{S!v?32sLzUXxPnmEHI>!I(@ z_TCNG3IBxB9Mol3`lIm|rHGpFR0iYRlfw^D8zmmZ#%$CZG-5ze6F#Gbmg8J^_nW5H zg+e^Jh}ak<-0L*|gdtnL+vEoKC^495;$w0Dz>EQ?hoDFEu*Go!0^(Ne3mQcWmdwvx zr8snUlfxJzo*OU=>yYqYMG*%PvK}!{?gH^zSWRsGB`Z>fHJie3$h+n(ot0fjia;Gy zKIi2zj*^NVUMz8|i3;3x(xWh(O!$>>)#@-b1r{9V#gqS_N>22}ur_`G<7kmq5krQB zCvd$sE8o~QQurdzZgt)mo&r}_mJLzeiO2pRpuVY@Bi>GOdz8|el`-3T5mJLx3~FJr zjh4=UWT8?f)JW!fMQw)pwdg_YH|uoUj21C!0lWbuEj$eK;RY+?D{*TJy+W1SjlYu9-xR~%|@km`b#3QXLeyRHpAI|`49CG{3d-jKV}LXJt}yd z@kgg>3SNZhX6GLI-x`+>glq?-Dq*&@vzalV#o0z{L$g6;BLlbBH z3Qv-89Oq+(3?7x%|BaZfFcKXHHd316KsyLfP8(IjnEysIgTYizsv2kOo=l}lP5zHiQbs7N>0AEa#N z%xuK`Ex>a-vdL}8Q+(V;kNS4qA<{eLO5=_=;YMQzR5jhMCV$>%%HyW0cxuEMmT1DM z8|=Ok^mjeRMI^(>0~}#&^#x<&Xtu7Dyk|i1Wul@x(#h&>oWf|@;JgQFTeOms9Mr~# zM|eNtBg$kBTu}vU8jqLkmYy2-l{wNug&qo3(Gan6JQU5}`ry^$SsD%WRR>Y|8W!2b zFDSY!u{6fnOq3^GxPQWBec^hNb|UrrSHpYBY{7ls&{>R%`@66x3*aUm7$7XtoV$~^$`YqcF0B`o1xi8G8 z93_R3-aV>@Y$OorS@X!cMzUW&LG3RYplJ?0$B=IJZ%x#8t|EzJ3dV@HS{B^3&r&0L z2sc6)l=c(ZAhFPE^~fR=!#h|LthUYo(YwssBx@B;+7==DSK;v%EnF+;9gbwD-Rq*; zOlivY6*FjTU$MOKR&deV>E}DaBrJ{|UAq}vZ=}LFr`as@6Ze<_^~Zcs0C1AqH*a`mo=ao%g_=U zw3|*A*KxR_xTSQ#A48o3YQl?VWR~_9XUD~fVANeELOu86UL()&!xc~_+kM#F7#XL^ z#iAfp=THxPk18*mUg<}LYgXM&7@SSr5RD%>v0#}uM0SK7(gGA#h`AF04Z&PE1oLt? zZ5IXIDK9bt@->_atuGKZ5a&$uAceniS$%Z7tP0NUCfk6BPsJ|^-dLYY8zU)#wrY^> z^HLy0yzofvn~&HJ-Vtt`v7Dlw-fV%0jRrIKuOqt~-{vpTypS1ArKj~^xd+(j3A0Yy z9KF93ZLjlx>RF{7E#Isgwd8r2wUCQfYtN04q(1T7*bZ5YPPIL>HmmYRIWFrpPNdLI zO|9DxvngJZD(vK05U|lKAjkC)_we{l&6kU?lQC!+B*O)%i81a1)Ad5Aaal(lF5lq=qi@HPiCWu&ZVg;xPu8`e=)%_!2Z)1c# z7)>L6-V6BOq(^Ei#`gd+*^M`U_G50NHhM*Z)jEm2)-O}>{fNro zZOi!7zKo`Hn0eNT|pm}EU4J* zl*}kuk)gdJhKT$z=+t!&m~p>*&@?4XYOvQ(k`j_r1s!J=*y(o^H9&Yw^-$`~7jqo_kP$cEA%eZ~r#$ z;UHh|^HQ(1+b8F$gM6LS%6YrJfegQoIJ@3@(Gk0jH$qXO3KK1TpYn9EO9GS3)BFOi zC(j8EEN|qkmxz#C@wXMtAFA9NDqD;#ezdz}2y9Sh@Ud7O58Gx&!OwUx?jqNSBzSds zhVM-U(lTPs(?QNlsMo4DMM6a4$A?oG8v+sCl~MUFseP|*<$5~gZXn~KKD-sD32SYi zq3=bh8#l*VvH@Y&PX-dMDC|x3SETOcuC=l67u^%MqkrI}k$X>;MtNsYK7FP}f2yYb zbt+#g_U#vUq;h307v7Uhd@tYez&4CmqoqM0gg1}TW*?%eu@Z}(Z9bk0WX;AzvHzR? z1z!R9qhIU^Uf3c3OWeh13Fl9dM{#rcgMPkT{+(<&589&x|-DlzzDj-147KITEm~G ztQk;$_DSBb_DAVP2DTrlR@>bJu!Yg1{*(TXk1=-$m^0d&x>gbix8ZT{csG z*gp`JB^wj5%{mn?T2SFG#r_t>U@k;az%w27rbsf2Z2{8%aM{hf z^jo5k4uScCkl^lVEmK33lgZQ+gWpJwT$!|5F;#ICpm*IvGG)m47yHZ|2dZ`T9zcU~ z99OR#*YEbA7kig7Vmmr(OXGr5t>##IQs#{iA6oL!(@hG|U;C6qjplU{-b$9NWb?o| zI8}XMLc67Pnc>Xpf-Yc*g@c5AU!cs_7>2|5or=s}Uxf9)H}Sg6YijFNP{K`gUicln?Kp4sAc-@FM!q#e>m;PkFDe8+3v4}T1Or&qY&vAU@{%PgAb zNwcnz@ou~X_N@4EQVQl>IdC1a(N2v z^$hLHP9e}04z4siZ?pjdtpIZF-${(cMQPFo^PVPVOsfU{(JlUKZd^6y)_$Af^AA9M|W)<^+i_()n zsxRdIl2$1K=lr7!NIq%TqP^_6u=}EB;p%A~M=86X1A^(*{#efqEh+Wh1N4e&0{YOQ z_WDVTS5k(%CBLLJ29K!yhc6pwB6-Zf_kiztzs8qj-5wCv{ZJ~)4WMu6ZHt=GnZ~al z4hsNCs{OW3w^tUf*<5?wl-U1v_Y~VT-M!Ex!x25bTUKzap{g3WPp&{DFD7jurN~;K zvf5;L?B4B=zTD>)r7$Fzb`J<$H5``o$uaWczv5&+NGkO#&`z;)i>*c|P?Ao?6>;`# zQr4{;Mr{7TWO=0Uym?y>0{ndPb`!m`tCaJ@9(Gt>MLZWG7KFQLf*wWa??i@ZtZo**)&XlO}xM;1-ypKE|3 zP}4-Peb~4=0(D4%hKowf9-;Zi55b?5rjL%mQRskRuhU_>)Azio0pO9ElnFEx6?sFW z=Ja&I)aK=)!ET{i6QR?f?2d$374@4Y8Q=d13?4a&hHW!7Qx^}x!8 zuy$fl1ONDl{ywaWB3Lh-1=jSKvIN>om8scSF`ileGr+oh_L17eie6Q!}+kEoQq^kl_IoHpia%>ly|h5;+EfIY8f5 zIGC?)vC1pk*Ryo3eWOHixSVvlvuabYBR5z5Pqq(XrS_h#U83pCC*?eeAOUfKd>P^* zsg_Xc8QW!w%=EoEF~=NZFKtD#=*BN~;F)9Tnql~Aa%+WU%45qo{u6|WTRS^}BzcCW z-H2i;NA(#f_a1D9a?a`vu}r+4Ya^^dD!``cM14CIM_cCY zsw^L5uii+q#YX3FY(#0ww0c|}lJeOusz!-$)Pvbp<|U`nStfj`Lim*HMcqXmx_TRVXO+lRI^7dEbi^^Fb+ z;JEJ} zFUw1$$2ze64xXAum1_w4aIk!3GxE5}1UJ3ci)YE8VbnvjOSfEAMz zu4>P-Mto)-+zC(x=hfS4X<6|uaDAGYg!+dPRLoMpil%C zl(-|a=Uc_*1WmE$Bqj8uJDFbTx4-KWZ>GEayi>S0s-t%N*XERlm(>kUi+-h>>PN&| zHYIP9+_*6noKOcL zp>6BTH{K3%&SDpz>yHdY2F>exP|!Z}=x0<_pV{;& z)|iN=HKXKXbyLe2uJygvc2AvZyxhtNx{623jv5Fh*Hao?HYd1cm9C;M;!w}>P#ryc zQ=g)_$R~RI_D>tvf$e0fGRR-QMdp3Hl$Ds-v^FZ%U3~%~{WH*7lF1 zvN~-OBSN?v6-b=78cp8k_7N7&p7g9~_9yvwVCKaN@hyH@s$#p;aAUyAoD=!(660+? zTCqr(CB*t}*x>;naaJ0Gs}ZNZB{5I*%a>1ZjZsv$yTU}$f+*2OqyBXMlOA)Qr^%S$ z5umEl1CX<+k#!Aio~3lg6Gy+_*K9RPcYo839d#LGhsAM&DC*8JHbWHr1xp2R$<|GP z@iZky=jDta)qiC}FlPOeL9Pg5BLJu3qR^DRHcy%+HfSj~&r$7v$-anD8D=YOy!p2{ zQ|aW^81I0}Vg&bV9tNMHq(JrY*JE$O#Pxp;1;+#JknZP#>biq~S5S`M#sDpq$8H=d z$&NVI7~D&C3id1e-&+d(uhJg)VAE1wub&sO<*$3r&(;;=47)i|@WR8Ibn_Mt;s&&9 zReRSU32qySDlH231h?AO{<4=+x0X_z}lc)_p4{)`*Di- zMz-3)FpJmQMuwzM6`2KtUB5;=>>Q`w@fWPDfgL|xB0=Ro=6h<~1$R*#zP?~(lCdZM z#*8W#I1U!jjr`QXEx zR7>tnd4A&RqV60bTuCJ;2P;HZL5%vcwe2QDz^v-3$IgX(iV(X36KmCP&!`OOO#AfAqXlarGY^TFyY&04 zfKB1jFbZ8jIToJ>ecxKQ z`0E^)8h5o87+01l5$uTz=aGGnb%j|=QIx7>!kPMXPi895&r0Ww&H3ka)tASb=M2PZ ziq`eIg$}@K1y%`n%=uMLB~v0!<4X;GD$^D`p3%F@)L%VBe>u+Fbk1crfu-xrrs z_rID1uczJUG9=SIvJLcb7k1K8I2D1FGrkigbZPbYveX2Hm#bX}94a1OX_iR6(q)pv z^K7vk_MWVZ9{QxmdVFL!O=tm?xd(7CN$m$ITDZSFC&~UehaKU8U4Q!tAw39#EDn*` z*=jb>%%9?nQztQfX}B3Ub)C=?n3-Zo^E=})40mu?(-;B{$z<&?o(MtZK{s6at)$MoA|khfKQWmqYV2Gv4%%%xQSx_+zCAS&jo{gU z-jFW)ute4GsvjR#n^(+@@mnvj(DjU_+}cKz#Vc;rJn5g4#`q3FMxFzAlp6Cs?H<}j zihfRzLfY)eRHvAsZ{qiWz{38U^>UTFlqS3q-it`PCy_8!`dUT%sGk?*8yTwvT{qFV z=y#)TrBb2uLi0b%D5ZCPgwPFGMUdWl(BGASEQg`B%k*~-JOjEkzYw+liSmdb7mWC$ zvm^NB)~=X$VYQ@MiZ@iKkY9aB?qUIlA}hOE90Shz4>pd7K!vl=Rb>zgp#Rx979vsj zpKq}-qj+RcPL50p(f=UrsERHNNgC2(Pi6UB-rQ7IV|`H&lzkF03UwjXDa69u858B; zz@%w0cpi)~Wv>PkX6IAG5kgHf6$LJaB!CA&%oD{BgbZbq;dwso#bgxy&%q!L91%3! z$z^^zJeVzN_I<|R>8&F)^|E5r+^|ZVm__0Raxj84O#0n|W>W9v>mG5lj#lOK8OZ^b zl}}3ZTq4_2E+Bdo&K>bBv8fF+ur39R*P6_#-sqn8uuKcIn}zj9s@S3-foXUc7`ep! z24&;s1$JV}F@%%VG+C@*0sBoT*1#d{3|TnXdM)VI7->U?)ds-39l}0?^K(R{YPY} z2W!kAxfJ<^_`!pFfOkD6QbKz6r}d$90gAoA?iv>Ur@@!k(upoa;+uA#K#=Rxh!f+( zm5bp*_yH;{ zVPjUbpAr-`DP8!}m4q=_EMH~v*s}TEYs;=AeH|szC@db+D2DCxRaqvizTIwLM**Ll z{o{(uYLILTv#pv`lZ$s`vt2_qL-ISn14zn=S+M@v)EKS)=MwDA*76fjq<3({fd$1a zCUZ9V?vtMshbWnPLFaVG48p0|n18{mpM2`QYwS{ev%sq1WYlQX?SAGTymX?->5))HD8u6K@#hVQz z$G$VTKZX{!DXpHU+o@dXMoluNAq|m66@JZhl?vXF_iEO)=TiMH%GNx3**0EU5zg{D z6G9@1i_neJrJA#zhjIh=0A4IOwYRZpEtLP1xdx=Ck>x)(#~9~ns3(cok(jhRu7s2D zYc;0%=v%Tu-~@?n$Ufnr{Uz4gS_trGacTN5b#9^$N7-DosS;IRr#~kcrZCTH<{+%H-2=`c@Ab=eju+&&@S>D9fNX7>{s}dtQbs!3l4yAqHytH(3TpiLWWUp>Yqav` ztc7I8Y8ioAwYzdtw?3D$K67@fT!7v3YzLFan+(mG?-ucPf&l6C$*U^}5Y2ks-DO|N z5jle^y=ZrqmPC!Yk@|nX-@Le(`oylpSOq-N|t6Be6IJct5w!*R}**E6oAqWa`_PjNh z4<&lD=Fl3^`VmOJYfmrni);|)2=23Fxpo;ifBk+^Vp*r_x1-LPSe(XR5ty75N3Ncp zS^VM6*wi+mmOK>zW9dAj0-W2ADa)nlsA7Vo|MHCg2T3jk(+P3(6(HvH0vW@rAxr7G zBN^^c!o(H)e_)Uvn|}9^Cv96$j3Y@E6euYF>Q(M@G0twWXIvsSw%>^B3OM04gb?*1 zYrv3=ma8h080iQO6XY$wRkOyQ(TYNB3Lfy*ZU$UT5{kz7h(U1L>T*()_r4~^fTW)9 zMQ+DQ>n`}+Ip$2Y%5CYuj=0jU^|wLj$B$*=oI>bL`|R?qCf1|g>Ef~}Ne-)v3KZW7 z3(SlqU;Rc_bzfZiQ%&)euAlPW^^=Zli@*3yzY+0avl6thEmoeqK3y){EVs9{XH&|X zl@Uw1$QqgFTXVLlA3KiS3|#A6R=pS|?_jlRZasam$kyM*>OS`^N(8a0Xxet7NZq@y z=RWLn7sYlr_=mK1-kJVTEic4#XifKvl(bH_tDfC#dLoVViF722ea#Q7GmE0H}2}os^syK zL7u~nDBCnnD$48^R2;;!Lqvt=M?gbQW;_9os86hcuNnPbP4}Pl=b2LEZE1!S_~p*@ zJkvh>4JV$Qv_6J2O0<~%p2lx_4~%>nLi#NBXT*w}LF`$Hsnf;eC|Z=MqoMCaPgr#P;=Qo~6u!X%`kLyswg!ZgX;LCh6&NKaspJ{pHLWM(%UY zex+aRD}btP5srJrjD4anKE&OVAknPhoza=KGm85s*%PY)s1n-c|1@fVtE@4V_E{bE z>mKj^86$GqD$))2au(!KS9z7%=G8zD`I>Pov?EW$s=k_|elKdh2lyzb_D_B2-){nn zi2;IXpI1Eg&46gT+cJ$1VUko}EpOAyXsPD{s~Zu;=(+>dhXj90TIbj=Lg|G|55B*; z2jt9$zRqas{sJH0EFW5)6TJv&z+gx7L)G>8?P)gW6Inid9f=Rpa8lXpl%1GltYOPM z7%uZQy;0AH6{tO3>aFaREMirLdGRi1I4f?xCquffm2UnT>&vs#9~AjZOJkZ1a&dOO z2TYaoqBxJ2yO>|rEnKg_Y8q0#WPD z{RDOO`44<^cIlJB3I9ngi1_C8!fbS7Tqv^irq3S!bDiDhz3Vcl)XNM_J-yN;&5klN zU;F*;s^s|Fmqe}^_~uvBWK-*o{7`9gwTS}Pm1c?o2&vT;@%&pEx8c{<`bXPn2D3~P zn}AB&y?Dtg!$q@d88Fb2&>)yOv#R1c9%1%H8W8M8=YZ~=Ql=_H*NVh8iUAV>UYi{| zq!$$|`u9ZV&M#F@8#(4Y>q;DtEPvnvi9W)qzU4PFS64#KcAqHS@)^=-(n+sl1>p;- zD%W8zzcg=*AobR&(}NRMYm!_4mrWVuiV^4kMEd_hSlb-pMc9XE&Mf!woXqfwwhvnJ z9GR~>5ZQsQ@^~!SP-@qAU!tPY@U6eUnt+N-J`~31lFQVAq$KMI0lJH{#Iin;?Q3%( zGV$$&HfRgn5DHR-Sc0+}T2RycK$cjM-{w&m+vW;mB+efn?)S7-^^`qXm<|X2qSZQ; zZjZ}3#uR1zvCuj7BXiCGHW5)oH8DUOgh1BIbTV~)cwgvnc4JW!17H=OjK4`;v>%Uq zis!uF9!v@HL}pz1{{r_7crb&-;f2&r9ZL+9+@>Zkc6mwySx(sEUN`YgV6op`nl2*( zj*ZsaLDf<{(M&mTJLWv`_25YFZGzY!KMkV+q<;ZHXCyxDR;2D_XhhVTIO>jgM5EJ+ z8e|O=G7KhpM(yqwfJtQb99N=pdM;{DJ1sx+$h?W@0=eM(o3(8pcl#Ibc1Uq+gosVy zaS`zMP*FH?pK9C@uI3l-RhjmYs5+w-pRC8V@}rGCR`C22jQjuW7I>p8f@Chs2TyI| zF478bA8}{V>1fA>BXQuhEe~p(QvWuAW0}1)ypNZuY%h(5q0$R5Y{O5hxj!3u-Us6C z1#~o0(0MApL+TZdlPIMAji(a_@wyvPbowyysYbjvEb&)bApCA@RWx8lolh*Z3r{yr zn;Etdcab^fqqKXRBqAuN=vLgHSr|l}G6p`BH9xrrq;vO48m}HbvYlpVT_tLO)oRt_ zEuIJnGT#Hlz|rsJ{S1*hYx*H*{MIJxDKA2$&{^H>R0xhOheRrb1P!O^+TW2|YxhTtUZD1?Lfk9xd{i=uuk^U}sDzPM01-^|)HvMkHW-)(nS z&R=-R&{Usvu;&xJ2;VdoX+ZRp=9K=3Z|7|QCWGVM*JHd`GBhTp|AHR*IvhKhA-^RG zpe?3_zc=+n=2kX7n0Fk$)OGEJm%4ht9bO4|M1sM7w7#1XLZz|J4tiV!&)=@LnJ?Es z-X%VNHKFK7EM|2qk@4QdV4oLnth8y&uYTh33tBGZh#LaEzZ*Rp{^nYXuutGMzDzeCd_OpaLe!kAEPqyhUa`>MISQAQYzPh6vN~B3(WIg@OTb7X z-Es=G0zo)nl`akNvfzv1dXkhj{R_f=_~D81WvbY~hs)lJ^6G)( z&qd>kz3cqr4zng3j{X9^z}rMLo#zq&Ww;j2puFm}7OFc{u5FqaHO8SO0V3IYp!7bM za(6fbrFutf?1yCSaoK&P(MhBJVPJ7<%qmQOqzR*Y2teR1w zPG29Z7x}Ged}EeIKJ`pLnO5QE@tDT-O?U4Wc+rDn8$`e)CVreT3%(=TL{b={8drZg z-UH<7j)yP>U(Xi1FN$gxhS|KtP1_zWYy=Xp>AQ3DwfVg8Qq_qkiGZu;{rJpKayQ?? zJ$4Qc=}|>(g>GgjOdbm?Sg@si-adZXKqxIehdNb=oNGroDLuEgNVepMRdE2IQ@8c4 zp9TrKmsrEKt6G!Gc_%i%F@Pa$bh3%y9s#l4ZZE|SzTkMN`O?IA2-|#6BimOnxfeqi zYpa%-gfU6*##a8YQ|g1ch+#hz36fmG&qd65Gibw0yHQ)T&~hl%Qcr&a z-|m#In#K)`47YFtPBo3UVQMZYLeNrd^Nut-!H{3Md}eQ_8$F-y-#rYV*u8UsrB_t) z4=)2C89j9;dsD?Zu5Wd@b*#~*$Dy6|XRVR+A)(GKrkl;RdB zq@V=<<$!k5CYehAKG+h&B1R^9SI4L)UwyG8%jjv@OXuXO2;cMdd&_%#ZqWdA_zgMr zJIpXru-8#!&G8q?^qwx~J(G5VoMALmE~Y?9^B-Y#BAv~2~ts_QPwkYzIJ)M^gY20mf;I4QnPOc$nwy5#lz{c@>5 z0Wzw7M@%ReL5}$Ql2A&@*3!pXZ12u$ivmq8abXm_M#^tTuWB^^I!k@fdzX3l7j1cR zT~t6YBtyq6zV(rlW0Uz>-IUTd2RCozyi8`;6fH`RZkXNCKfBf2UmVR=HzF-QSZHLT zOkGxer#8WU8T+?&{nQ&DA@)(wCI6c_9UufX%rRiY-0*!U@N(@OIWzPV}-){5Ig1-zxT1tUbv|8hNwb zx*6)ZX*H%SOTv_`7FEOU*1MLd8a(oBrW;8A1MR@?y zEq5+Gu0vRNCFpHx0M|*l(^n#=0Eib^0~`W5(QxTkZAe3BUi-be6)O{3n9TOji2&E1 zS_L&3ml~s$tBylMhEmIX!AR^9@0NOBoLQ8E^r;tXK|cngEK$473Pld1IHm*3T0aEL zQFPvMAd^B4rNxc*(t+tDiO6T2%3$IBAl&ajE@-lLJ=>|76H4O3ain_CMVS}z1lAan zU>95eseMSvZM#(tG6KfIgs|CAmRV+=e)ev7p?Xy?@hB!)+@0LAsX1DYHniQ2i-|m= zM6*)9r+Cl9Qa@JKs{s_~SPuyFTv{v}O#elqdXZNP!`ljO>woHSE=G{qwrlp=j3MBY z6ZtZl{kXZiG~y+ygM={7F8mFpNso$xI-+iIxtx{ypyee>Yc(TuI-ETO4a&CRZS_%g z$nUD;Uq|(d0k@$iPE@GUg2}|O;i1WLdYy0s!MMelmH_p%&jqPgRQtPxDHd0fJMH3C zqpg;}V2CGE^~~q_fk8-_&f^%9p6myZ330$7EVZRX>CE1qsVjho{Sp{UbUhsZul3C&@#qh_A95n>{r<_&NGr5`iskz z`tU|G92*glOPU8p{f(+@BGx)AADENTeMd&Xnv8bgQFK6npA#YFAS?6Z7|)B#lI5=r zQqfSJrpBicT@v#x;)pYORz-pRQFan6G6YcL_u?8W-K@95;!y2wAomA<3*fa`lep2rgT zZM?(wPr6cstHM!@Xq^Q?}paIItAB*KD*oDro}vb)8KTT7|%~_rF?c<<9NRVIg96*8w?!L+m1w+ zQ&^9)ITx2LP*!2rHSd(Fv1L8?jYoQ{qNORvm z6s9yr;FxEQ4}K2__J5+}9zJVX>lF|CK_fqWC&_)Lct;4g+3+lY>nBzQWbcV2df11L z^ygd8+=-P(wyxwGiOx$idaB<8NbW*^cU8O;pWWglxYC~vIDYL@#PYRE@3huPm2jSU zby@6U1K2e^w}dKY@9R(XRG9+3ev=GT#}i{5e{E5*8yE2F#j2T!uh{>1DQUkOQq^BW z0j7z^6pn#S;obe(W&dHIoZ1^R-B3%S>RA6l6q{; z(?x7HsQOQk%-y5utLZIq_+iCKhR^>+(pkqf;l5vgfPx~5G{^`61?g^>inMe|OG%8L zBL@=@l$MqpNQ~}IY3c4BB{A4QVC3i7_xJp_*Z$t_>%Px9?{fvJ+?sM09;~w~9)R!c z@o`8K#G@Na>};?X1#%Wqm!SwjN9g;lnidrN9iMiIi1F(;>M&P$0cu6w!pW4?(S41_vr2Tu|OX38?dj*lloM%P?)@7t27^M;_eLkSCKCd z{5d(C7u~GU3M4by*80}Yg^N6w#KqD^7n?Eu2OwWjF&tcPAXWafcVOuqIA&R!m4and z3Iod&?g(>T(!Obgj-8YVLYr84{}idJ0f!)aV6SlY#m;s+`p$BR{wqHV$H`ZE-~J4U z!PT*(D@!~|*Y#0PAeXa7;dOQDsx(cb{{PCamZQy19hL0y{#h+a7xA_K$`V?5sp?0? zMM`5u)>(kYzf40_j*ua4byncI(L9KLQGDWvS=_a8S&LJyWSfO$Z+t93v^dKiljUc` zN1rdc?r6fVQyb%dj>WQKSq_`>M+j?b{X*-tE;Ka)p!oNQcZaD!_}rpN-(dF})fXhk z#KNq1@4+b0qSrsIYwk7UzCNj(mM}Y_*ye?OFnSEf&LO;dqdZgRo0JTWCS3E{$a)_> zwL}U=SH|xaslC6HeV-(4V6%KntCd8zry%~Sv2*_e#gBkDdx`;ZmzOW_@Z!T>z{?G_ zCyo-N+K~Ux$^5V0f}k9tkQrXTsXqBeQY(80<_%%Tw30M;=Br=- zl>^1}i+R!v3!04oUKxC8i_Iv;5A`uhd~ZwXYG3g@?iW}^!8fwbpD3*l+t5QJE-a$b zq7Q_Gq+Jy!?fLVxjiu#=R-g~-h3eXrnD|%nlIA=SEeB?D9eqhyiHJGnNw~keu-&Uu zZh`|#xxl%OI)5KE@~XWP5lc(!M?MoLV?4koay+vj>)7B6W;)D!3BTHr+X}y5C|^kO zz`z3HP1>c;bdm{L!RFAAnVRd=U?%I}*Sy$Db?H*gbR~;lvxb1O9`npn%UZRm?ueT|;4c8&aD)+WW_O7Nvw!0TgkeQecN+p?x^-g?grQ@;Y( z+BKdRkuy?vDXG);?1ABpusM|5BD*r~&AMdLu}wpoEI(PgYMC33s{%cfj{~bhuXUA5 zXivOv{{tv832OwtzHz+G=5LqtL7`5L_MuhQx{T&q+z9w!D@>j^-}`gyud?V+`uvvx zotyBedU$PMs;@1FdDSR0LnV2#?89=`2$4U|TWWh^v2@0Y4vvA-t0JZqUrjH8k7WgLTYK4oBc81k{lxe_igKZBPqlpknktKoqlpG~(Ohiis3O0Y!CvAU^+e zpcP!bIFDoRKKF9!^DoQ|)gc(Ley~VaG|)dq^RK!{H%U_Rs2L&g%)Lyiub>~jOh++t z&*hQZ*I$<|w`cu>aEb^YSlaF#t?{zs8rcoV&9?5V!Cy>;yv=Hij03H&@*Nfnt!EvJh@#EZTACVzx|M%?% z;Zb%GbyfS6Zcw8E+l$7ySG{UT(QKD&vhltzWYa%cwZkKRd`g>t?`*y|Z6j*^GXzhi z zL;&31NBm@}d-keVsbd+Uy4 z{!+qyxxY~)@NoSM&qX7&ce|SSCXQ@-qqmN~=uqR*?SFc)n_{9v}3j_8;E%MdWMClsgqTkMQHhJJk z*C69C)1nGe%(p1>I72B$S@Ge2_z?`8`ygvOu~C1MeWHq9Z4azt&`TOKP1UlQ;fFag z)vu2<5oVE?%?01hbkw$0bRmdV&CLc#12V~ej)64W&mbSLn@(D6rh}3kKznz3&MTun zP(5AH86sLIsVlR))q@)(N7kVp2QxrttHyGx&LHLearc?YZ@BE>W1853R}rU6 zjF~pQ7cQR z-ET$@H;TR|@v+7FU=e7&Jg~IfT&5j(O9>_ZX^5ZLAcla1Ac*Cz_|kNf4lUt^r9ILj z!&w|?PqOS9vhS3T`L??tP4F#=8eTSQZ&Ajoyol zr=Bc}t+`z+7>y2~&!Zlb!0dMR+EbSu%DRd)ukI%zS-z{Do)5*M&1BgHeD=Gpjg>XV z(mI^n=52Z{pF$O&MF)$0Wl-Kv4zoM2lMkY@h$Z`Yw#~uk@C1!h_WG7M*W8RZY>B)E z*s+oEkV6?Gw0(>`xkIyeQ2T^`0K3y8l8j>pkc>Se0ACGrV95tF#CdbHzf3Lr_ee(I zxpI2T!(@O9EP!V`Hzr?6wo2;2E~&U>+J2W~QDZKo4qjcGqEnHQ%KpHc_KXH>it7*f zb(^^n@AxuQP#?p=9M&Fzt1JEBa=6p2O?O&v$3n&Cl%eV{GJg2M9VKLZ zr+xi44(>dSi~m$Py%X(9W1`G)`SZ6d_P{bt+=6hr70Q{JzjvZ=56N1&SoVjh-?|$! z;`iC#tNL?`$fxogl#WP&L^hk9CivqUr7A{?)}ij{`Ub z%vi8-#oi4}R@v^CkhvBswuN^!U>Ypn$QL%2nD^wBwBZ1-&AN9azt|YLPw;{E*RqkV zU-DXtu{S=q;E_O%eZBv4J8JT`%ky*pUZkXDHkT+u zi_9JlJ3sOK;x6rHv;(?%n!e7L5(RQhFZ0b!R=E)>C>s{GC#_LCEa?L^hjq9%xhz;O z$lCr}C*QMl3G3ENq)cnVG!B2>;2cDIDoR-vaonnoogtMqEL${V+9KJ1N23e(J%M@- zzxpDrHKu2s@t?ZpoQyP_&CN5{)Z-wI?T8|^% zgRRzgBDnHIzN>t*a9sbW%ej(Y64RsZsrK325swl$*(qB)ap}b=-W&4x`YYob{y2B?tKa`9m9MJ^P^aiD zJ*M^XZB@vv)!9T-Fk!FLCZaqvt(r*BUF*b(l*%|Yl@g29qGmp1DWJ-<^e0fst8&cy z`&WvKwDd#18B`5_J!ab<;?V1{l!2obQj^eV6B+*x&>{C@G7^tk^WnEGpO;mc8h2+q z3^@PUvHe1x^hOXErQa8q7Rw=fkox%b0X!f^Q42$TQxAwHLbiEw&0TgSB2EBtOLQR1yW^Vg_5sR~V; z7G7KWIvxo4JKLPrCz+UZ{tCJ?iB7vF1H}6|wmrU_A?7Q+8f)t!etG zgw7Pwe1cMaxI9VKDc87L7npVvfDilF!Q^fWWI0*Rcj6v734K*LLTfD)7+N;NdI4cl z^8LVwt6?Q!stdMQD)JEbi!B=%32p{Uhmr{6=xD&RHh$*4dD7w0FO-Cp1?hhS<6AB{ z>Bs!e;LJGAo- zk`|FsP${I|BZiWJ1mG@Z{&lnR?rwO;N3C!RiE&Uvxj;2%lsZim;w1rt0c!xy?lJw{ zKs(!9Aj1lnnXM^nOgBn(m-jtkG5b?>T3IrJtGWH%aC!M?NcXJGI}G~lUkU-U2zR8< zCJWm3Gjq~YXjD+$RofJBIL`*`lH(|j3eIHqwP2ee?W)M{v*%u+r`3Kfdr`rQdxU@a|HKm4l`Sm$ z%-1J;8s-EGZ{(3mb)R)gogZ6P!D%-zh%cX?|MF2+oDyxEs6Ps((bc!fg@P>oE)!7p zQJdkj)g3-dY)03y7(0VsnZ9GjqA`G{%hKJiN|7$P)ghT2~jtB*d>f zD@e^xqlxN|xpoh%lR!ISMg>A?J+)kO%4HMIM~WqA$$B+CmgPyBDqiE1i5xDjlFQg? z6dq`|o{Y2xwmv(7FL`e&wwIiHc*qDgB8J%bg@wI%?B&Q$Xu=p73|lYBC1^A=xmK5e zmfd{z*DSve$f}Bqd%89u5O(G_H^R!(&o*F2aB$&);ULb96B3f)ym?lxWq}JhXWuGq z3Dk=x*E<4H!k?9_Ure`pRG2u{dkn}O6>*y^ee_hX)D8T?vTdmtI<(DTjsQjUo$`$> z9pfY*8?|1bn%MAGm)bvfY%@KtYaUPZ5)+a^J5L!;Dkd9P8wTaIHOVVpwtvF^yR7fV zk}UxsdlvHfZu=LllkBY~)}3Ml7;x$IDGP`n9etK7)4M4*8dIx58|~uIKNtHW}_R0t*Nf z1`7(!k?_xHYV2$@zfS%%Iv((y2oxPafj>QX@sA5a&|_e!7QRpQ2<{VWMP zx$){Wi-CG$B;3+xBcDw!dM;a;%I0%b>OE?W9T^&Y{eQFmkP8BZ!tyYly0x(d$cV_G zSr|ReAP;AXGBe4~P)|j@2;NZ9ivq}%9ITNFt0N2b;u<9PRpi=ajCv7IZd7dw%oU!t zUK`9rkbt8y{*YMvLI3PoYQng%hY}u2HjQR~JWDdL`Z+K7jPr^uo-v09*gRT#`FEOA z@}4~lqT*la%A@XNBf3yqw;Fy_C(*|QqdE<@;VBc1mL%V8Uz)Df8>N`8ebpC=%OwMW zk~as_-LvW_AtZz60&_k}fTZ6g|8mUt+;pfJu+vq&N?ULB zzE<0-PZsf=OX#liWY^VvT>-%M-%t~E`;mD+d@-9Z`XlOlPTeVDiHNPacv^QdO}cup z3JEnv*jXIhxkQT25pqqlq_f|J43X-{nF;`N87Ty$ViY0Z+3F=eK<|H3*0VV&M7q zva)HlwbC7RmH+aljrZ4TEzweWf724r>qUA4ip+#4sa@IkejoC5qHj!Z%L>mdh3)?^ z$bpCdp*gj2vAkV#TFDGKKNx`Rp2QGb+Lh@#%kQE(#s~cTWy$oL1V2<#c{;~-gDf4 z?uNvVq_<11c=2Z#Q{dov2kCzRdjZmeRo$|)?S#^r`;0Rd3apRfVi;o}7vO_RtoQUK znE{xG{m6|lyLO5n-Fa#F{+;kc{onnXKeqzjlm`#1Pml04d81}v42$!TN@z!6#R}dYZBkEd$7t}M(+7@4!6eR)} z|5hIL>${ykbN6$U%6?7!KXrt}BuzS+*y){QVe)pr)wE7?go0$9jMM)KC4`-tQFcY8 zg7>9)cgmaeZ*X=l}WwfM|tRrCCW*|D!hn=tAB|W@qR-t7{Y8 zosn!)$9W?un!fGGN6sRE)5gxSx*m{VTl4gggY_F zGL|eY?#KH|mj>O;IFcv1M|HAkL%t}n++B&ClZUn1* zB?$VrV!?jxiARa0(|=#Jm6zGL`JOY$OTE;p>HhjXgL?E0FUc^t8*V?g_|o#L1UP3E zOsRUmTh!5gJ@?^5PAifx(vX;GwJ0IMov>}4B0X|`lNOd=s|1*~QbVCmNWI<1JZG1t zSVU_2^x5yT@}W)())tIr+0KWe=(JBh=*p31u{+kw-}{mkX|0^ttJNXZDVvxN9Mfif zvq?4S*#YxvGB+9tG{;d<*PlTO#<#}(5GSAd zdU-C~w`&QXRA>Io9LI>}NZ708Tji0P5yu=(fo#T9cTSoS?l znkLbQo-@lg^*Bcikp?(pV8=39mm!E1x_Mx!&w$q0l6WetK*`hTI@qF6Mae^Uez{4KHDdA<*MCQ`Ld#R8 zD}Wful8E)DXi@70$xk1koD8DlMBV@G4e7;V#tzLl(9a}uV>QBNY@XY?=U(KIo#87W z4Z^-*j=STQmg-tG{Hzhl3 zizMeEQ4T4(TE0LxdX7IrO~&6T8rD@g$4R%kwr99Cq?mq|4pMK}!g8;@V5S;cJq=Iy zqFKQs$&*2;Y=)zroxXrvd(Nn{5t!3e(mBFodju-FGf5K9c`5{=5ph2yoBMYTB%2C^u5Bjw0fih~*dE?#hja z42({yZc3rrk4dx^e&b*+ZjN%~inl-I$;YsaeSV*^D{GT!=YF=F%z5=`tA*?(;C0B) zb7!1*Nl+I=95`(8xLRLj?A%#X|A`*EA)HT*L3+nMq~&A>-dc8LiBiY1Z{FWrY{pNszgvr)VKVAbg#M@f zR+mQe9kshXy*Mq5jp6jBo#_Dk^@{?(aI>dyGSZvXX;-_Mip>P)c-4z=hULp6cPWlt z*`VJCmUdmfa5+mC4j_mfjHmZS1c>{QTW%RF0nwO`+=nc!Tx~;D}AyoT4KNUyH(j;X;8j)GX}42c&|D8 z10U33<)g)F4}fuh0FMM$LiQ{(*BZ2Ls5}L5Dgt;Gt1NnVK6kj;+3OwyBxrz4a{V8} z13BmZn#7fsoFCCF~7nonOo%e z=?`V*Bpg{0O1OA5>$%9e!_ecOdOJvVOhQi}D^{S>bcmr`>=FIsi#2M)$5ZJ`!z|fAaBRe$9Srn_~Z*H^jQ3IxDL^fc1U($iWIQo7)o1(i>btS>TvS*Z!<@ z@bZd9t%oAhvfbQ}!{l3PLcwkR%LN;mA@vh7~v@7ByT!Uj8(b_kK#kag|XHj>d&zy+Q*cqip&Je|~42792` zDc5Z|I*?TvxwKc!dtvczjzZ}JZ=l-oTXnC#$(ysz3Wn)GX*2L0ALcG8+v#z!xrXQL zocp`^h8W=zo`J@5#(a_mliKd>GXeXm%=e$QV7RkuwcZ@l{Wy~~RncUwy%qvm>t}|f za53iVP?!eR`#hurYglt``YHaA;_S2O0d_kzSn>Ya8@4-c@T2n>++n-i%-Mn5<0An) zW4j)g@QSJDOF^II8|H_g<5;y*Id%Q!ZyR#wIlkwR^Rm|}#9BW&HcX>#rz%-IO|yPp z2;#)vp9p{e8;$2;-QmG46eXaJLaoEms4`K&$oOZ6Ykg)MQ`Tne!%FI?1 z0efh(0F%lM_>VlLj~T9CyC$luYH>-^3yIl2MGP^pm|PA0UIaThy5S*Cnsx&NhE5Lr zEhEG5xo%_xJ5eYkMKsnO$A=6+=vAF~Ba`=oAbko1x8RGGjr{CNoXZBz_jWXs5Q3(s z!RcWL>DsX`5p`-6sZB$i4=Y1(@hY3`j|1oLM%HQtLg0?%pMKuuLh@kT>8_Tj1!S)GeXH_#5$;olK^; zNEel|p#KRGJ&C&PpCS~b)I=g2{5)ZOwIaaiQ+;d$4PnKY9==H%@ZcZv)d-gq{^ZUk z{@;kn(oGwR0Jt9hE28lIC6u7|OPerQkju4pkqeN^@GI|8{TB*NM+ZC}=@&(6Cn?WG zFinu=)UKfxLWnPlLyGQ@5!rAQV@M3I{HKy;$cGIAMn1xHaTU2YG#LIIl;u+=+N)3L z$R1mfKORlZ+(FCn%KQF0^hML!MlbVbBu{I$S#Vsjz2Bk7OvX6F(M``iZuxQQn*!8( z7m~f&-2+R}xA&^iZq3VKJdIqPtWVurvC}cQF|Z}Y+1?Ep60J{dLoW1=K##6*7G~nN2(SMjQvjvUl06-7|J?SNjhzWUK`U znqw*kzdJ?ern+po{K> zgj*R#(LBu)5?FidEg@UK9JjaF?k&3!^%AVun?Kr&P>91a!J4Zb8<_j&n7OAuPV=!f zdKt!Az3b=hA7{pmx#?I)U~SfwB2fn~B^F)kCcg(a{45@Py_+TM+j+3q7#jwv)vUtQ zD%(Jx9WXP;NWODdvQRCJ3JQ1W`B=fu&aheL@AeI*m5)2_#;omK6kM%h+&;Fv(S|Q< z-9c~GdZd`G;%94fpv$*&oFkPBWimXR^EZEQk?{4T^FSU6zx?_#e|x4@C8LPhY2ki4 z?Lu-XS7lhRM+EMAlcZC_zuV+fLiS!W$#=2GBI+H|!4_kHM{PFI6sEHLhvJ7(7%7@- zD5{N6qUDqM96fgx;gfk&DMR*l!GMwxJUx)M)LqrMd!@vG|5clL`fg~TVl#W77Q%&%9XXgBYD+%Cfs z9{O~vHD*b~9j*Gh;zjphS>ExWd6p#hgphrnGj^2yA^6w96|6qRL@sQo#uiw2tSn>8X5bC^}5oD%u ze5eE67=dWDSJlMt*x6ys-sOi^3_ht=Q$J2BKLm7sXXfmv$tl+T?x@^GB)%a4IHSpNWAM43Ey~j zn+ntY#5vqJl@}&VuH;NMx6_wiC`v`N{FMI5?bs=k9M9s$-H9yhET60AZluEwzKH1R zsJrMa6X;u|ZZ;NOd803Tk6e7Dk(jezN!O1>$0C~1Rj=ikhlXb_7<_qvuTFCZxmn_L zKnz};3#6MYm(L7nL?JX)+ZHQABdc=N7><0rhf;WZGm;ikkGr{_`2zD0)eV1*ZzIqq-H zinLL=q@LUk@%cw40ElKxn0f8<9efRCJW2b<}*x2(<%v{%V5AY-LsuHD^ z-c~X)d*BaCq}H}&A|ARNTTJPN)3!fTw0W65vE<}Ev8WEFq6wq_#H7D_RBfjYM9T@K zotZ`(YUt_2&~KfrZr3ZG+S3swTX<@o{Ux{Xtw`^1(O?5nYCzZ z*QZJ(hF!$(6fc)=eq-`Z#6|x;F32I9#b-sT1Yctt<9@s%;t@eK!>R+#HYL%PayNq5 zrMnr+nw$RsRx@|qs7EsDDn{B$TvZlIEj>3|$uC|*fq*=UQ_{2l#nId|~`r zz3<~T3>+?F^cVR_8ny5LR`dE>9x2s3p7cM9s(R7p1l?y-TA><%J{#fiUkT}U`caaU zCKN0D))e=BfJsHZsX~^}v~bfaI^UW?EvyNzXRG$TrniIzkXSg1(QkS+rp8YyzjPVx zJq8wjwizc_S_)P+qmcCfKC74}6Z{;X*0q#2;eqGDy0>=Yd%XG%V{JSNX1i?#s1{o; z2lF>!TGIXW?86`r-{Noc1W<*Et?UA)VwD zLjF395vgI)0{SK!h4qhru2R>GIv&EFRYDC+TryL-Di#d|=vKQ6aA7m0P?v8`gGLvH z5ATOD&O^^Cv?dMbdLBYWJp+nWCQQUQfRLaun9Eh0m58;N@X_quEMCk7MX(md z*NdE~rfYjLY&|1w5>TPGbu8yhgRjDkqR?{gxq%Owh7~ zHK+^*#rpTsrJZfXE4>Vpv||&6uEZVr&y@wY*dt6H@&FOvppr*tOzrBf96umapu6I; zF%r|BHT#v83mcBzd|&3+Pga?qScEI^inB!#W=Bb1ShzTspFW|#&W}D-E=C$ok#cQ| zi$#O()jfizs=rejbFL7>m{HY2Xk{O-AqesP8O3$JVk{(1r0}NgsLyQeVg@gkqz){V z<8El}N3e7~sRy7MWW*NcB7(2{d85BkbTx+(_rR!n$b57z^On)s|FY@xw|RQ!1-CzB z*-`4@ts^Fq@|`7I*FzpGgIapi_d&5vcdGIXB^HB~#f3-kC8p_XW)Sx+UM~xA#aBHm zVa8&`V!t(){j2Omf!{!oz3kBD=nsu%7oQof$^y!Oyd_pzSFg%OEaIF{X$u^+C+tU%UsJ`1f5mt?Wv8rblDGeYSc8jUpS8kVzM935oTsgt6n&1w>a?2JW)t{ zMPwZjCPJXMjpSN-yGd=38l#r-Yg)xa^AukJ%9o~pps}I^c}?X?%JpePiBXi0#18=d zzfQeu=&vNd@q1NML7fHV_wlojBte~Jb?J6rk+B&ztO77Fw>PiB^riCW6qzg7Sb-Bn ztAQV%v;=5rzUmWB*p46sA3e_+T{;zT8$?$>U=_{dBeaq0AhHePO(%mZrnwe%@6Dpg739fj=iSFuC^wucf_*c zLhv`IXFgu%s&5m(VoJ_O8sbqZHj`q#Ck)KbW$1052eB9O@7@bz7*kl9&ZPm1 z1lOkdF(PULLj(@zuHX2C{B}jEPo06o8Y>^%v+aFOGGN|lJ@_@=QqY4tXB=XuHKOWujDf*h@3rF*2%b8As0X{qTMc}bAO$ueFrEl+brFZK@I`8D@geBtKYXXYJ-rHh?1D)+dCOZ(2j0CEbk;$IE$-jYZ z$vd?|wU>J`xkb3W;;uX9)`+!35wV`Paz|bRz|>vfzy1cN%L)|n7pr>O9Ta2ubAlQ= zo`&{-gS8utY?Cz$-WmPGis;Y>k@MF2`gbck_*Jw~x9T7m1sG-Y6`p`_mlGN&{} zYEzme$hM(|Y&^*{Tp}tX!>b%&WQSSJs0{5E9I|fa;~s<7h>t8|v$`jn1fH1-If{%~ zS$qYb4jy(+Y)_veVsy)PgN{QaM4OjPv zCF0cJ-(4^3VaekR#;PRW;zX|O}G@rOkosP_y=Wpb$=T1qm z34M_pG8K<;L)|HB&f~{4qAjUqEY5I;aQNq4TncN@T*k9&?{j=sD0mV#wjqxI+n0;= z$K0^4M^|gyr8tq(ztuFQKhF5*H#fK=MO*IU zZZ@L|mASq1<(?Uzbg0EEuV(-?p#=5Hsayqvp@7$ToJ-R{Z~6LKuZifW`uuF*kmnEF z;XlCQrYerz=0$XlxmFKlW|eWy3Q!kLp7A@1X#Dd|UGBFmHdx|>7+5c#*)bE@3y+c} z@3ed}P;`)zrPBFysc=QKKgJ8X^k=sojIvzhIY-O{axD*t7e>3}h3P#>zlY#ezA!YS)48D5*M!{oH4fSi?tpTqRf+ej@rRqZR0L@F7`5!3DBoCR+1ug8a;rd&I+e z>!ui)z((_ju(sk}7JGfnrjZ`Cdvw?1&ChYag6D*(q8sTM-8Dbpt5x&3PFmP^eKYE; zeVi_%FEWuT*o6@Sd#d|}X%dX@{e?BBUJ7>K3-HS1yAFSErs;@Py9Fe=Q=jW! zzaOsRj+A`kQ8amvpM7|lO`-Ti^BtOvUXl7gFg?l**gJo+!le}fW z3X;x7%6}-8k)YI0#O1`5S;$I3&JY6aVXwHyuGWt;UmiFO+ITkI-VH9D zFEwPS}y{=d@ZD$GrX<0A6Ty%vXjWHRFjRItdbn`cv3U`lE~K5-(GmSWg?T zZMI`0@$b;O$Lt@ZXX9Jv^#tz3n_nU)z9qtO(X^qoPQ4^0t}Yzc83e8XL!7 zJ)v^^gFY`44kfHtY}S0YA1J4AS8=BfeqX6t{-Vqg{OWJAS_<}U!HdM9M-mHYvZ!@M zRt^#9*r2CS1U7aaUz1-@gJmi;O;@jJHf}I~dyanGqw`jW$9?p?Zww@}CGo72vw5e~)U=N; z&orRKgHj^P#reXSYl!X0{`&V3WE>-OkS0CMRlLaQ~z|VD1<2v<%cuDpINU4o6( z`6alEf|V4qoHbF!<+B2ZDM9(4hw@q5##7#Vzh%$T z^246lPc!qou|m9XOF@X(9%JQ%1^o(zrx+K zLVv^s^{QIgq3~O}j|=%iduF||dCXpS*=g&sdo5FB)?sG9U!{c08avlxmMxt`-j`Ln z`Z7h@o{lk$LPqgxa$>KAZ_K7;1p?#|70ZgbW@djTOiK^g@^q6K0L=7H8)a&Om4p&3 ze_Eep@WU;1Dg*+Y14hW!C=w>4a_(*7GD&WDWzYc~P{Hu-!%mx%^&kEh<>{Si{|^O0 z`o46!_2R2GTXFlV>(}$CJV9%tYkEeHr^2w!;%H!s>r|QsMT*$V`r_8*V=IXWm2cHj_mmy@;0Q~ zJ%jdpzF*m^;AFoLFJX#X%|V_W658Y)w+um3F+f8V9OIwPxlK#rZ;bvkXc~l?mba)) zWpQsHNK1f{DZttk40HVjZhyf@b(=ju;_~=z&P8ZEFA&pXiYE;W3V;9UWUzO#OYc89SZGw2wQE##AG2S?kz+og@cUo5 zX!KtaGTVlfpY#imN0TV*Hn#_kjD3jfJO%L!Q21lw3yl|2k*wMYj4sR$2z7|}s$2mj!A=Y=-9Jz(vGF#g{{Ra=!CGI7m9weG9Cn(a$jeBh9%et< z>-EiNgT+*%QN@)~jAtHW>92!-wZDkI4S3eV`rlHzwYr6bw)c_BP_XP7mx6sk75cUN z82^~~?KM44?^WpxbZw2&(LnCcj_h)Kk{OkNYjARgN)v1A_i;d)!&NV5~cj$jp zJ__;Pi}4ddOsK6}7u7yKV<=cMs0LpTF6U_Qdgr?CY&T zs(3S8xwDnF%_W}ZlG6Ek`HB;Odi2Ly{W<-O{{Y~xJ{9=!6gqE<5j-=kN%E}Qx7p7p zLIZyZJazT2m&fFFY5UPTC}uFI`CjMQB14)`^$b@rO%lr-(8~*r!c}p!j1C7}{b@@Q zeUBsQUK50tjP$hVP8&4jIH*wV6!n*FND`SdLcK<3p=KoZpbJr&dBs!{wtkf$lOvie zJF;pjHF_!;OJgpID61eUK)Y%>l7JkC6lW|cq~e8cXaZn%tqj?w{pAz^iU4#+tv^21 z5uq6F+ugcjx4u0EJrG*^6AlJ;=e7r}M|E)xt+bQLBr(SVmU$iiM8_naoxLj`$KMgO ze}&!|n^xB@BDS)HSe&-zx+5PfW3Jq}?nUEXfgFD@6(o>yYcbs6V9d67;IKAcu->YrymWX!gZG|T4Cj4TqI zh~yoDF+B13^salwn)Ymd)hxf+u-eE((zh|%T`%5!x!hIpj1O zs7tA8(rT9zTuje=Jip)Ug|g5LY@Rg$<&%XY(>2U$ekcOsXwpBlY8J68U7{Vf=)jLI zK=}ECWSl9>%gGAGQ z$zu(Ty2Wt92>h+EwD<+(AY=Dxqzq^80&~uOOzbok?6n%R$-+g-PL3Q5L9gyr1e`i1;!jqui?y8bES zxRMzqMvgX>fo4Jevf%OjT?avcIIg18Q-@Tv{qo4x?u#Ie$~MRp;RZNu%*37u80}hY z^dd5MH9S1m7f7o+B)54Far@Q-&5^Mh<6{yP0mv=D&#hwoa*sX=np`^{DVjA{N^g^C z5oCZjU;*2s3f{FxMwTWS2+|RS8$_<7%)s-qHpV#4d2hn7J}%tEJSfc%lFe?rg5)Wh zM#98^WakUF@CVka4f6#}Q@P{cvM-DzwAbd-Owrp&*Cy5+P9yUsWesyHb~sFdo|*5> zeJ87`YI;=ci*qbx35^ZR5(xn-98Hd+hRNxYqtd=4_(kG2@Sn!^wpp4lwNL$@8}2cq z$@3ZH9h)33bI0RfYFOUA{iU?-MIsA{A#XWiSc;avasX|u(NS44V|<5>Jv;oFOew9BishW03j+Wy}n zxsm2jKnx6-T(&qEIqP3je$F2st-dGtDi!lI`%`%nO?d=SZIxbO@-EDfHejzE17w~v zUSHr(u=v-)QQ9=I`7=beR{sELn{SsAF%nI@E(;dVE`XiFyl+?3?!RR3iAy9aGWd4+ z+U;z-ktdLGZsSvBC}_1Zf=+7jpAol z+ZZd8_qKzPj2_jSqcUnUKy84I;^O8#{{UjQ`4yc?g(baUT3d*IRNjx5VoPQ{t&UI3d-Gdbt=yOJG`7s8Wr4(E(#<j}ez_ zCb>(iwwr8mvu_=hM%?}pp6#0aRsR5jhyK_1f3=s#o6E><7EcZ6yY&4L1VSZv1F*-oT*eq;2b( z{EU`qCT5Y9e|SqV`jh^D8u-2{&AC^xrhP_3fou1ZJxBIglF<0`$(BfC)FxGq(d8d2 zK2ORIP+0SyV_!*MK7-+(hdwle#S!UNc5>QHXK!|%Y`2nM>|&b$7{*D#_C0Ije-Bz- zPpGTeGskfm1{oE$?QD#5*!@jE=0x*=x8=b&0=;h#GMc!|i`l5&aYqLRW{VA+^J&P>x&A0>cIoi0>AcPiB(6_WiuotQ z{u^yd{n=wIWIM7u9&6b(-xxN#;E7<9c3Xum!z{hCgHik$@RV}hsc|18pj!T4!_<@_ z)6wkyNAw*<%+EiY!GGEovPNS8!XDN0v_AoVvwvyt1>Looxwks~vrE_y-mVLdg+pVE zX9V&q^cTfH52DlUn&Kd_{JA`J&3MPe#D~CMDA6_8cE>G_qir;D2v$aq5&}-s)Nx-& z!gcD)F{2p&05y-E&#>@VIm%n3^TYPO5Z#edpv3$>?KPX`Izp`$TcZ7@7V@rOUzf}yk^lz-9CO#6wexO`tAD~;w z{{Vuf_=Dh5+Sux{Tx~aB?*aYOlgC>9SNJ*chr_=fJPB{&9}Mac z>J~Qr?H*R6dc`zLv!^A zPOQe>)fZx0vhZO5@t!)7$i;b|jJ#3y*YhHcgeU}-w&*t(MmTs6Kf{dsW~B(E{r%W}Uc&Ojuv_w0RZBUqQulH%24NNn0kB;maykj&Q8-gOYUoURhhQpOCcLNMvF}VK#5#xiN)n?)q^KE8G z*<^-8x^26Re>3^gXOaEn2LODaitpr%U%GMX{vr)Wb*8B^LoyjRvl7I*D=!Zt9ONpI zv;a9HJvge~BDafP(Gp0*S$(1%r>xL9MUwKM3BX{Nsv0TM5N+4 zfI=J+04IZ=YHp;gvrMmWW|}Dgc*Yr}l;bh%Ay}wV4ha||uUgibGB9C*tfE_qB9qM8 z8sZdOltaQ=DeO)+9<_4c#1CS&@=1v{&IE!f3Yn%L?1TaQE63|ZdTU2__Ir6ZGRRWg zw+%e4_va~+a2IIc)m=iv?7C|RW^Xdsn622x8c5YhX(Zc~BRqgkYjZ7`-)Ne*+HIN@ zXxk*k_Km<2a2j{c(s;tCKK<&C#7maB&?b>)XpOitA{nJBC6RVS3hhuz{G|2!-Kvkn ztCZALnTMAi;EGXP`BvyjV#P@N?m+qq((%;oYokqZGffLdqGBa^-ZM0Wsv$0LofPrZ z4x<$@_=4wN*ji^ zhCRVvC3_vk7w$&c2N*kv8682dh(0FiuOExrTX{#9b0^uHtbwq>%g-PnmHC2@Fi%c< zSJS_;Cydux(Uu=ER!hY%v8QNQM7i=1Z3G;0MtkR)=;coLIH<{~Xm+0!blASlBF_wI zYcvKswM5$*TOn=A6~RoB2>|u4hW;H~U3?e#?JkSC;f`q#TB87~6jJ5dMnm!fSAmRY zZ#^sY7svW<_MeAt9iy3{KxTh3jqcu}Ffn^zY>8c+fI<#DwHO_M&m+Dx^>=4QNo;+!@Uz8sn%0wU>kYYGpK0>THME8V+!b-t z<~)oZxvg)AdIiS4q)BfwT{^Jxk)}krTXtm+BW_c?Fip542ZpZ<{gOT?w!fgj@+^V2 zCDial;#7__P$P&$=XOpD5QOmk_{Y$fma7fCcK07(ONlXT%{m?fs7S&+}5!-R^N^6?g=2^fXml4-+WH+ z3_lS(6)m)u`&xY5%Me!F4?aw02V7vB=V2X3Ju8>}rMx%&kE&XDfJ1Q_$0?rSA8FfV z7s`>o*4rZ&7~I_a!vm9Dufy*aj}YiTY`RsEqs7ePP4Y+QI)fZOYT=_QRAezDgO2sl z%#yk0^4eUi`SakniTpwEZ^iR?Uh$&yE!|?aQv$ZhC2jKk@Nmikjxo%2_AkQUA6fX{ z!{1>oy6swV6cEL=r;QK;C@e|&um(;>NgxXGZ;sywKjAjfW4hDbf34$lc#_ZI_lECv&0^v^D?1pL z{{DDv3d0hJWDE;8qC1XrmLB4}ui4(#)AoSyYRe7FS>8giT}TC}jo<;BF2v+*!3;U) z%=F^FK7Zh{pS0ZCgf<@sJQ~-Rn%{_}Z|xy(aAcH1WiJK3!SejvXRa174_u!E6^r&z zlv33Cd@dd}oKMdm+aLCk)IVwOkDAAdH3{cySs86~^pVS$Eh8Ia1GY*9V}aF;avlco zEWSVS1a=T9Qzl%&fT`I6T+1 z{>NGsxYv_N)|TGR9ac=kb$JUcP7rQrywwHKnNB!TIpiKO`Q9HduZ+fi{b_UStKy-C zp?XZO@YmoK_lI>j;?$vNBauGXXE;$R1Biy%2G(XIkTcNnUeBcbF4Q!e(POAtTWT7H z!z$T}c+&1!WdKI01c2~3B&Y`j;GQw`T6{dQ*ZeLZC{1fg(2S4K_vJRE-)>Y08^ zLkO&q`QBlgRm8qz&pgxo3t_Fr9i_U%cvQt?_Lp$^uOF6HX?8;?GT}z#B^gFR_Qrtt zNo#tGG%>W6^A@@*Bu{r7jkqno_fjN`C_i)-!3qyvd#QXM8?W|0v1_rAN2J3hpfad7 znI>r5ATdaCc-Z7_<%UISTli8PH6v**S*_U?{yS^@`G(#i78s$pQ1WGoIR#W6GmHW~ zN|<_cP8Ai@m5(lsX~t@#UAbAa4}|Uxn298ocMom?JeIHKL%0EzL$yg!*pbg#=zIx& zz8$(&d7Gv&wz*wDU7N#Kk?GomU)k-C-o-2^j&5aQ_!36U9Y7<4%JIO?D}HDmVKc&r zt87SS-JQqV^{?Z8KH-|VPH5>z;hVbo>VH#kmUyxF7}V<(spz`zi&s{PI90B3zd{gnk zt)=st-rCwVZG+|mW3zMEoPR3xd^y4UT;hy-Yxtb}X^V97+LP{4_{sY@Tzq5wm6Pn! zNhRimYc;|w>$%Ket^$syr#$h+et5&Am$?8hmN$WpxbM%t2>fgI%ix!R;qdpuhrGOw zb&+6s=8fEZk?r$T9F7BgppM`g{DJYr=fplY)UTc>;5w!3vl!xCv7u&W!gdI`1Du>= zlV7*-hFcdeXu7lVE*-_om)X6J8B%W#c#m@DaR{hqZEY%aO{C*yGc^V|a&4SmpB>c*%d49akUE zKhC@D0x=r2EWf*uG6DU@JpO!E4~cYdv&vQ1K3O^T*^qxWEBRN|N{Vr_Jb2<7nZ{_k zq~0FY7I@i2(Z~U1&I7knGw3?~YtilXsPwy~)$CQ4-vTSB6Zj8eJ&s%TuRXuA0#Y!! zCt~GEQuqar^8AH$-w&^uH2u;?=0`H&)UYJ3cA!6rIQ(mxj5RuO5mHw@BHvhsSmBXb zS_zja=udydR_BI1T`r$?w!UjG%pM5|=aQijQ zAh+(WFs==hDA*e`YV*XTv|Whr%s4#eNsOx45;qjYGtT=C}1j-yr9c*1wxO z4-l;SY&Q+J_k=|_{v4mWarxK3f5ARKZ%uFZ5%{?r(amvx;hV`(HA?{BEYakE=mr2Q zxsOiu^SRbj8u0e8-1Kl5=|%ESWBL%0L2jFSft>M9kF8<+KKOy9{7&#Tm*PDh>O0*Z zR<}!wX^@YdSZDO)eigNb2b%a=kZ_kPJ^0Btj0W1N!E&&xk%5V zjAopPxbsv<;Jav{h7AB_fF7d)m45K_$OI0(Xu%88xUY}j8mxW>>_-wv#E=Vr zbvPe2d`Iy|;}3|wF>Bx2J|MV~NaIlU_CfZ?YRG!TKa1sWymOw|u5ZNNJJr4?_@eV% z)~+VhZ?75B0`3?pZQtdQoDHXsaBCM<)-Ej{&SAG^*?`7aLn43&TwpM6nC)MsWc)n} z2~MW0`8>-qoc{oZ^d!_ZCBD05Z{6EQ+qm7fTAaHrI0k z8_JP6SqIQI2d-%r!Z`Hyd*qTxytj^J$x^BY;UMR>e*u%uF+% zN~d&=aTqbkM+=@p=b-7`*H+tP@?*L?_LFZU$YK)Aepy(DQn_A0+l=I7^rhAO&>PEW z?wUM=k8zo0o=gGqpWb13KQH4@NUASmTXuv=yjmkG6=9F{g^|}dBp*tskuA*WV~MZD zs;pM4a1Fcxh>gT30WR^DDBF&C2k;%+HLuzt-7k}GZ+OMh6A#U4Zk(_RaG6%*GQ=!mu|OPqf`zNRwVDR{J%30J90-_#4OiZQZ3R*kY0gtaE3US_bPvOj2MrZ zx}BY|kT}k(V>xbZcr_MHL8P5>(<;v;w2`jpVF3AY6gU8}Do)nt+lrIpHnQ3Wg>Ek- zZ?oRUf*7as9?usN0l1bD5EWE)=netSYHtlRw{b-yN9Ho0waA5*MLgjnF}NOsg(s&y ztC9VuZ(GCv01PjkeAwl+g_H$8NoSPeL$j1^yO$#z0qe~u{8uS!8y*AUh?nAA8l+D2zr-Xys27mohNc_qYfUND|yWI($UD+Uqw3^CkB zK{zKEt{e76)jrjEbg;|5DQ)*OnK9nfN<5BTp;g+_1Mc~aY z;nov!(4x<>`b%(=oH;v47+`jcWaExae5d~a1q0KYNce%_y<#aEI~0^clB=|aGLODO z3XHBvBXb|(u6bzejinxCbBFz#Z>IQb@gq?1?ee9^_HD-E*H-38@0)N~50*~kU7#JK zqV&gF`;)>?CH8?F3w3dDyu#Ak+~s9wQt~#|JA&-s4w)VLSI2*}&WieWso@`qmUi;T zCDd`-UBo0`+&cgu%&LCyP2E5^QJmM&-vT^K4z1yBeqMuEu<!pM@W6yKP&;;Uc_o<;Ek0 zVUb{rmXmx$Y~(2b@=0^;TV5Hu`)-wM9CJc#q>xy_=R(YpFkohogY(C@^doYdb>gR>+VG8wbuQ?IvU8P@LloS^j0NY6;}uYDp2C;Dk>~#a3w|g*)xT-)6MRDPW}#z!sp^D?P}{V2 z@m$OhgA;}#GJq)gn0@2H?do3_ejG=wTnn{dvERmjwAn5Q+yMDwi7~jbF%UT-z3vdGi}&GC7TLVuHZ4Wtw&E4R*bE4nEwER zgnr5~S>M6q-wf%#T-s@Sc`ZQ?1n{bz&XUFs9bA$K&j*_DuMPMUOz~cqZ#9z0t09gE z6yc^-TuC(Gl|JjZ9oQW!^nzI<@nxje`g*MMNf5CT+V1nn88b;FTX_sO41xz8yZjgN z_u*~F?CJ3_rm=fi{3ow8miFjZG3n}CYq1|Wftk1t828RFE1ltCPHEWgmLhY9Dm{bt ze)ydZuvbIX3hDR6{iw7-q_?}Xg@{!!xm0H?2m5^U@7-&95V=#S3s#Qi+}b-+P0Q3okqh`Ni&2TeDl(*7DA4cvDc6Y{Zb;MifN9D=JC2kj0k{a!JS- zuXOlJ@p?aru(W!V*6ZRuG%en&WR^cMvBW|r4KLaNB?&tRp#Y56qodUxJY?eR&D~1Y z-^YF$Rq|wMqOw?KE*bC`Cz}QA zcF~Yi$^l_-naKpP=xeg^Ca13WXHL6q7RpHV$s_wrta7bub8+&j`A&l&SLX#0hwlyu z@8&mpwyoj)UTb+SqlPu}Y?|;nk|abSr+0lMv~GxH+Ot`;%%3|nfj}{pLZb_wLCN4&OnUrQvFzH{5bt=};vw?NK|Fzz`qwL? zEyd{6HA^_9(%iyjg4qsQRhTG&5@l&H;X@K6KEH@e2CiOw|1ASAV<-ke{0w92M$6 zt#_ZX&X*5}HN9_Ejho8*ZM-4ya;^4xFnstv!#)tV)I8~QRhs_t6(k(C@(Vv>-H2sw%-(qhGz_)2}X3Wqnz%njCVGty$C;QwJ z_?m|P(X{#FXoE*0pON7uh{t>+1*A_D?1(GrsKi(Zb5mui1;COZm)&BrprN~6-jP8%7Pt!lGV84jt z)pYA!a?d_lP}4>_$0u?0uB*fHd79%!7&ID`A=~?n!OH%l^sWhe(PA!Jg>kue*<5k$jc&bTA>y21x7F4k}RUk;ukHg;iLWlK~Y#$t2`sj`dKBljTJ7TUW71#Xcyp@K=YfwS7|I zZS>teJll!70KS9N@n4>wA3iW^UmiXo$*c&{7;R-_({1JkPapxrs-R;Iq!XU%E4BTx ze`%S1FZhZ*BTQJ6!!|C)IVG8b-w>>=zyk+3z&Yz)HRt`hHAw#eeQv->8%jKw;d}zB zNLOZK9^8SnXFi}0(D-X3_A&a!RjiMe&9f&ddpdg%Bzm#5X(G6@@*{ZWNBb~Ek%`*j zvIgV+?lH%$V>9@RPq~stwbJLbj^*N*J34H)Iob1~I**(C*x+%VakJuGb{hqarCFj^ z0z(_bu*)Pzmh#tY0gZ!`{q99)=nA^EpuE&lIBaZU60|Z9E#-xW21ekS0Vfy)dk+5q zYfW25cn(tNa^5JLR`G7Dr0FwQ$){U2;>&cFw;yUvM%pGNS2$N(@tmrH4mlaFg8C-3 zO!=XtPB1vBu3Bf)>?OCjX|FGo8+qC%0o)EgRba#K9!~B(D@UUmy|p>I9&XB<)DEhS{MX0zQ4)<5Y=rpwDNTOn175(?vYq2P4qFTcFC z{?oXym8Wm9$CXe;#v&MJc-x2Nffx#UbDk=f!~XyiPpfHnTE^R0R`8jU-DPN407}LR z8~_N(`LIdPC$%ByJ5sunRPfBAIj8fTb{3BGFhIn!w$~U3fIY=f(eBnw5<8Fdc;xdI zc5Jn*qBO_~Pu;=f@tmJZx#G2jbh#HOBAE@cNqCCUqZ~B9JbQp31;HxZXQg9!KI!Aq zjl8l+98*kOMx*UE?F>W?23U-oo&W?e=~RejhO=)n%_Nd6o^87l8e}s^EV2xY$bfLF zK^gD)R!^5QXtF||Xg2s;C^oscP{$@oF@VeNSKB=WXlwGAuP2d0Gc12WtbjMMVM5K}~5xkQ}jQ+;!1pXBJO1>h* za$G92EO-MDMzcl?mhYU7rCYf9Yuvss=})M5dL`5YTwlyXPaK8J(#rVq*XCw3Ao(~z zP6^HqGvXhywd_#%205hjW)^?HnNb)t)AF&zRf}Z+Ezx~*+aCSmkhY%>{?rA$hQ-T2 zlPfj7<;(N9kkPVXh$jGnj@|a7E5zlgD@mi%{{Uv2ay}Yc+sXEse!>hgJeI;w-Y?AL z5*2|~7}~>uj=Y-j&-f`PhGV<%U8VCvGaG>7NR~G8qaeEh)b4i!j>vbAoAK^r+lxvBZpQbfX62Q=D9!HmrwrF_(7;g41_#zndEzUq>wC8h9z8M z_=!0BRMq&4gszW2_!X!B0K)bCnRN{c^^MGe-*GTINt@r8K;Bc10;>`7p8WQzKe6YH zrqLpw!?%vM_u5H)IZ3$kUKrwU-ncj+Sd)%NAd&A}&+HT8*3+z(&7)S989a!$p^MD8 z>h0!bZ~~Ey+quWMJx}cc;aB)Y@$T2e7E#q3>) zh?Ud2KApL|Tdf_gE~8&5m2OAc?fEDM*g=qFVUBqqbBuSdpZ@@A9|_HdFSlXY?vq*iB%YqKqVLfo=?)b zua90ClU32~W0FYDp>8~~Sa}n@#JI~!KvKw{lY(>C){1fE*w%KbPeXwCIjh5eqqU4O zu49R8ZJA|h3~L@tj3wOd8#96c#>3C29Y(P)_8^8*&1$#GS;5%10@5ISwP=6|C}W)C z40!39^ACkm$l}g4noX+Br$HpH73^S%w@HC3Vm2%>vAXAj&mN_3el@FWn^27ft?>J6 zS;qlIYh+)NDPsy8F$GTO$s3rEz;Rs?*yE)u7j$nD$91MjJ9&0+sav~*Xp34&GmJwN zu{O^yqmzPh^8PqpJ@{d7;_Wi(XyIkJfn8#ABFhxFZU8MD$e;~?<#K_U#J?VphI>A#?OnIySub0V45#kZcwxqGJ|$uyBj^1c;# z+=>Qsz^sv^{pWUKd?fMgo(a`|;S$!GIiTLQmQOkvw-gG}y16V@I9^F?l5vXZzB~Lg z)BZR38skgUTo|=D-b-O{QU1?u7|QulmM0~*5~4g4wA*d7Np zH4~C5HDwmHJ|fWNy!cV$8=nqqHu6P#rcd_B(n!KbChj09`@EqG`TiB#cynF4@L!3o z?jepliz6<+zxx=Y9ezs^=kw*3LLMuS5N}{sYIa=?UWPF4`M=?LYl4X(iDAvkS6`913pFUjd!!m_XFmj=X;}m4z z?JbJL(NkX1C)&DZzo&SkL|tafb;g-%G?y(gNXU7WK#DD!#E_`n!nwfPo&o1C#l8=` z*L2IhZr&EtrH9M4XIJ-<5t1R z$nR5AZ|pxB*fqN?y}DZxrfH;_+Tz^_QzA&idY?CPgc;~g0A;T8Merq_nc+=SQj$vx zeO?hQjl7Br2Y7JE8*?43?#wylk;QpFy?YOZ{2StL7is#WtEK3dR?jV-qi?uh&a$Z6 zuz{5F%x56uocB5S{Np)<`S2B?c+GY6KBpzh=M@ZHDOyo~smcD(dhNxeEqt>`o>}t? zZ0R2Fl%9v2agaJ1`Xl}c>33@%?CWvjYu1j}Pm=Om%bD5u5W;~&k=q>pX1+`KqpdHE zJ{{a&ShC2sTuB@fZjLuQT&l18#~2+4=U$WX)5fuUAO8S?dUyxII#uTTuNp!onn=#q zYcb|D+kos`g#*6RUzTu22kM!fYO;S1;C`9L6}`R&oFn$Ee69OI{77Gn-yHl^;%L%F zk6zTKlHDXfH8bddd zRb)^{?+X6_3Hq~c&!8PETTO|R=8%uRRl=Nt*vMZ^qqxRKde_)OT-6-Av*qIsT4@r& z5Qa&WcJGaT%PSH zN^dw;i8kffXA6QbK4YGpd9Ogw^p;x#wmB79L&&6UE62*1K8iAN-K*52O|^55yrUO( zahEo7X_~?{zTcFFQb)?!`^ATF2O}8g9c$2hEphhyFD$ccVTC@b4iKMqC-tsxTd@ms zhC6ZcoPG7|!FzM=4@&5?L}*!5F4-h*GIp*?e(g!^w__ivuB;t4na7BpnwJ|-7dECA z!$_~s`#>JwQl}or@v1hq+it@~(Z_MPx^5*x$o~K;@;|$d{PZ4RB_YwK23JtL- z!8=qHE)Q~Cu^(EurkL(x3ktc0MiF^nfWc1)s!s!P89C2>m1-?HbPm~L`0VH5E4!$1t`O(utL z46o|(s7L&mAJV=Th-vH2kEFoKSog&{P*7VWQ#Rq7lfw``oKmkIwesh6?oAyO)Osia zok>yC*|w4O=m#h1{uI`a)D&;6$zVoiQm6QUKPeyso_`EJK-9yf1LA z4&xrHc30(`4qg;vjlBUqdJb!<{kK19fA~N&rtpr9F^^o-;Kl94dsx}P zqZzM@u1sw5qK_@PIFN1ot%9KSEHj)OSKDyTK`G1I)>kbxHjzMB*_6r^i7YZx3PYUd0|fDbfmynfORrtb%)&_RTt{;$ zAg!wm4>1C;+;C4mwfZl!Nph`^n2URrv^#k<%gC;yjiLKghE&98vbiaSh@IF(IXKD! zeRwsmt|Ty9M`swfSjw4YMmv-vg%2Eix!$e(Lm+&-dfU@%*^)+eaM|1Y(m#At?!M!a zs>_ZKBcEO*({6LDPkgJnRay6f@#GSG%W$mt!Q7-aIos`39o@m{t0;U09b6m$YH?k^H(|Id$qs3 zOKD+-M6pb`l6cHAMcLaYF5tI7LE^PFTiGmp8+|yE>PcP?+_YO#LnZ(X)RhP2>(gy0 z#_sKeYDUL`c$Zz1#{U2tMwe=@Z>Q<)=BJ%9sGVvgSVH8D}u|~vgxdwBQ z&#g;x^Xk`aZ#=7SZ(^ny1ncH+G7uP+z}dT=OJ@hvX0d!(yofB~gZ?GA46AOl$|L}! znVphj@~-X&Qht6aV;v1H&g;f^LjM59R!bvV$>&5aHr%U2B%6jKM0LnwFitaoanCiA z;wYxmZUlI{w~;`EE%GGM3FTs2EC~ahq#TpSZsx0h=6piaA$FN#^2OJYa7>Fb4kAG& z1F;`40kFBxAXR@AG17IbnH43sj@=4>qKN0WY1{k5?ki)Tl(E3}ts=A`w{i)jj@~6u z{{Ur%;#OGE(Pp-2#uae6Ya}g5DXbgzK24rIf()etisuv*h>4#ycEc(sCg}k`oK4h|4 zBAu}&BaE032!Lk=xpH=%nd_u!-5E=B*S;RkTf_FdqrCmfM{%}QS)<2f?n-y1K1BK5Fa!&+&{r><3H;Jx360$)f%e8@sAZQ*ExZjwR1!2^ZNF(1ob5&M$ zI_T_~~0X8cHokD;Jvnk?H#g*aRZ}B`@U5LB@7DmCkn?I#@_K$ z;x>eAtb9lNBMXfS#&?#j9m34aZOC{4Rg4|;OzKhCs3UG;=LLK6e#!BVg6%#td>Opc z=2nl)htGtPEe(&vyQY%z8;GWvqi0;LqoRW>#JP-Y z+*@b>5%OT?iu{l{Ap0#l&dB-fy$6O2?I8kGusV1D&UV-NHRdjg*>a zn*Pl`HMk>C()BMcJMB03w-8AZ+(bTYutHR_zT5yXyU5D^KE30OHcS5i4#^yAFDTGJ zsOClUB~n?;41};%YylVzkp6IL*+U^&3F(QRr4t@m6;)9VqZn}DCcX{F<0 zle|iRV2)LWUk9EzyIaZhp$po`s}jxqnvSzbhF1W*#|}X!V;&!X-SBZ;WJx^HZIT!J zUZ4K97Jx>^>F}wTn1kOtmyv^kTlAUmS^Ui8@<W8yhjUIW@#m`~z$`ZKoW~FhUu&@k_brf4 zIUW0*Kg1u}HnLnuttMS=E(B1>VUprj-5heR)Knoj{v}rTY4d02w-^{$p{JyBI| zFl3n}3Fb7C0FXo&oU*CG#>|YKdE?@*kDm_Y_%-nsYm0aUnnt$1T=PT#w`an<@vF39 zgqZ`7e!0zk!K~PQhDL@K^DZNk%t(@8qI;+Lcf%qcRWgJraNvZy#kRbR8npfMnDau0g= zf5TU|S{|V`n|1SCTAjfLWD>~PRE<7UxGJzEPs|2L&u?V?o&03FcZioyTgzoz#rqTz z%gwrTwrSjK1*6~sz`E3VXy$l zf-&;(Uv~IiEN|XFwcK3W*t~5q7Rb^kkro$xpSnT&<^YncySDTguL$_F;ERt8d{VyD zZDX~LJz@;SEDWI!oWZcJ8HjDLmGan-+qokg`FW;KhOaeJUlKhmzca6ggN$}(%^zdd zJP+`q_R4snkI9s)M1ON|vPvIe$9!-@00G<5qWz=wx4!X?lcENg+4w(3veT{LU~_FS zP1B6$k|r`|>TB1dv9a;ziEQoUf+dGi)Dy{t;{q`}(<@+dq9@n@A-4~evF+l26(Ex9 z;y%55bpCT(YIiRyLgb+)W-iN+4&S`PuNdU=Yvb`b3~;sQUX#*RzubLR7d)OWgkf8F z{u-PPsifRl%F@XjG)_rSGOHt;l~p<5^*)_y&W#f^>-)g}06Bol!wVQH3rOSNI0R!P zdsf@S=V@{Q`xyl0FPAHM3QSL(-bo4?R@>YxZI4jjm0a+Dg_h;x!#COFgeoEx^BNvZ zA$M@$$r)d~I}w`C4~LZGtZh6(P;Hw&2=LT*On%U=*69*Ya2_;oEi<+-@iG14mH-{2 za11ey{*iZ}&t;;<(nhM@V=J(BXkK%JFo~E0h}BSRJvU$;wBG{g{{Uh8J0XwlOCmHF z+^a3rpan%PM%IXPweq2X=e2h_zlWnu7Dz&)Tt=o1@{G*j5@eQaDf`R_4y}y2#~fGJ zQ^4}mx$?NIYn?=o7uIbRtH58;?*pc2? z)Eu5vUM#LK8D2HqQ96R8 zZA|;`U`=UWn~S5GiDRyIH0KZt^-|incw4cfK2yb!!$0BF7s7 z0LKAa3|RXF%JGAeFnZ<>iar?s0EDB$Ds2=k#km(yf73C7BTrs-jEwi~nygJ8dVJ`t zHAhBvX9wc}F0ZBANXQt?XC=N#{vZe+)cyj$b-&=-&l(>X{{X=>bbB_Lr2fU!?<_j~ z&>T1QufnZHRJ+hEW>j6PBy%Wi@LUkeN4GWm1OEU9tazu+{gZruqi+8IkXML&*wFS5 z82)=}^Q`taiS{{ryFXHcaX}#Wrjxk*y*pD*YvVROU5SygMKuN}pa>bZ{{Z^>`+xQ8 zj`;EMqSxS;!>gTEVy$}TWrQb%lH+OHlj^;F4t=Yt)%AOA3rwEs@?kMV!hmlDV{pL zo{B$-!I)y>LYsYA!1%|+H#**>d8uj=8|(c^n&q9JZ=OK;vP%Pi9PIQvAB)zTe`A|bB62f_|$qWgqEV-Nmkvy)a(jI9u(ZIxnUws?Z?s4nHqPt$YWg zh zezeaYNA{lu>bCD3mhCzPxM?L}wo;&*hAoYtocy5n6%FmG&c02PzJ6O3ei7;xe+vE|_`3U9y0fyjg6dh}kVY+_iGX68%Y4#r3K)TmpVN&00D^0H zqT}K%{{W7)*4-NGSH^pHjFBXyjltAAg+vUD2h0!5Fb_5I7sL-1_`CLt)HID9F11Zm z-bKCbOYbwZBWp-ia#RG{joBF|rGAF~%ijhq{to;LO&%C6Ri#qw$~?%*$Qng5O`V{w z+z>y#&{na;IW(iOkF!yZyOIrQyiwwfS?nf;(Uvf&1){yjl;`(uBxk`4ssZDGNaWWs z;%mj!^~olW%(c^Pm7#)Y36?o_t{vn67yc06D8@m~0LZuS8(Uu!c!yfsKbfam&Tlry zn|mmx98DV@OA-Q-7a93$591ey?_XBC&}?IQCB2p?qqwnY5#zTk%;(Dl2V8;+9DoYs zX9m3$6lXbFDV?{&-A!)%FBY*hb6G<)KWj{)OKasW1bd=m!Q4xH*vZMk7^J$j->S93 zsFLy!7AuQ64&|0#xs}1-C?G6+0i5HEw^Dd?%{xnNJtLAxP_)zAMvq0Cehfrt~wZqdnu{Jgul`GYO=EYpBjlds^P(dki4nz%yg7OlP4W*NFcB z!AxY0J_~A6Tr7;UkgN8Xqi2dA;{nNDSfdP&QC`*XqDMMZmUn)2yx3W!H+f}8e1ugz zkh~7KJXeeV0KrU)+58ojHI93AnM2DX5YWXEgMc5gcT>heIT+1y%UL^})V>sWzw8e) zUf99*fi(9_rU+fx*5Vik-;y~F#9+i{1=|3QIj^Veop1cPBJ$bhP^}|H zAacD=ewFhN>vow3oiw4@WwU8WZMjtq zvI7iOgzTA2LUb0^2|U4tk-_rA*Uo(owW-d@=Ca zC6C0ubk_}Q_NiGNo-|oZaX!}EJj}Ba0LC!e&ON@$_+P7wYXw>SmbX_IH!%o9TgF=f zA_`Z0OaSN{kDKXVE&MvMOFtHQY|~m<%-(FCT#`2HctHuf<^%_FNDG~~Y~v!nj_@_i zwrA~!_m>KZEy{^Mc{H*rgyiK|0#8%B1J<-re5WTmay?VxXM~r;zYcC9kuIGr_R7jx zrHWaI!u;Kc1)C&-2;;b}U*N^X&9{bSw-Q4!j#ssTk%}~(9~-vwla8mocHRrs z{{XX|J9sX?(=uUJx0B0}rg4TP9rqo$Ve%>JKOTR?77O6d5nla>$gye;V2uQBN~t@f zW{9kg+-~Tj>L`lP=#)}?$nsx}8hyN)-qnIgt>#ZEUoH)*kS<%yWKepQ3S?8jKXm6K zH{rjCWOQblJ&OYgrV=rlEwA#&14iXzWF12U--2>S6{X`8x79V6mPNN!l2^7#5>@h& z70G?Mk(xI{_>O7ztSB4p^2xNuVtD{al15n9Yw)CycAR@wt7Fcs zFM8x4YIh9;k>)lw zxDhCt4l^{ak%q@Y456}EbUg;%rDlygT}C0A*Y5n`#$nUZ@EUoe|T<59B46V$0WLg;OBC=#jf=T~*ow@BepM~|re@9Fvm}dNlSg4%a7m8!N_Jv9;8e{{Ur; zytxr#v{~gMOKV_9nJjL?F)riAPI7a_a6S;!WzjEBlOcC zcCieg=hnL|BT%*0M9U*uwUxwTY2%c6k+dM@IPg|Sf>PYDBm^yip3v#)X&E~oFaFry z1}4*WkN8Qncrh%2r7IF2^kq1XJ<1p4oRz>leeSj7-U;!HI%V{8L3J8i0t=)rp_&Mo zWm$98$xzuCI|edxYwjP69voj1cy;8|Bf1x`qR)36sT6lM(i65AH#-9?VVXAiQ2o)K z)$soS#h(C8@Vms4D0!sQW}D}AEMp9VK33pU<=o4KUWcy-73Wr_=~VWMspwI)SUAgb z?9YY1JJWUDDmgFO*52Yaj`Clyh|rkJ0UR(nR@nJDDCF=ubH0dtn&VLl7xkc0GyRtrh4>gx!uI>O{JCmMGdVlSe;cxgx^*A-nJ(}`6SpbBEF-tNo0FlPxS9>#k z?z>Ja58~CmpNGC8YjNgFRJgv9a*DZ8=C_z|-ex#L+~bBT>x1Cqskfw$b1$f(v^g6e z1zuiQO%lN?MI>y}h|!T>9YPYP4$UAPNFZ`L8h3zn*={Tr1OB;Z^5%)RM80w2D4ki9 z4UCx%0mrs^>9os(Wj(#bHt)(vtWnc!as}K~munOE}rjclXc*)ix<$eVmR+s zMHd1o3dDX@o@^9d`!L)F&U@EA3JNk!BdWD~!K2l@6XDj1*LAyWo+ug!C?bd$?@V#OLoj4slhVku;o&@;AF063B;{L-ecJ3VBvsPk z`^<5*+<(hWfVn?HSYzFP3Ys+^D~l$yTauB*c!x$&7Nr91GF!Ksz{c#h@6$N^4StV* z!K%J0@->f(nitHWnhVI4j!S>6O8onXXHk#sOeAgilLM;bANm&R`%nH2leqrC{jvTd z>8tYjnm?Qr_t`ij{{TX-htFx=Ec)!OdLOui<&Hk@7^P3WL&h!G$Nkf{p5Oon@}ySg zzdt?8-%@2zSD(^~ZgK?_0rF4$6f@&yr=;Akh3$7+*z8-2hK^FLaCazBanosR_s%Qi z`&~9eWqB%1<-NSFu0SNoB7|+@E%Nfsz~__CG*Mr%aNQU~4;K`CMs-q7rJEfdp3A5@ zd5ef(Ta*GZwM*{Yxc=u~m(_{QXbnH?-c7o&+|gi2P!_`U4cw2L9YMmcJW)k^@@~hK zFNkHvl$Ltc%o%ATg7jH2c5U-4nFDzTkhniCJN4*l+*V&~Xzj_`%`~>|`=92L0HjO? z?g>&C9RMB4qKYA^)XKC{)eu?f%X<~9(Vw%6=p?(113P_~#>>BH-JQ+|1-k*$oYLCc z%@(6)_E{FyZz6fE)EOJ>U=fvHpXSMar;(3(D5o^JM~9R4)-!deQb;XsWb+xWA8cqO zZLm#}48tVlhzEnmBd$64zw-=?&l%(u7$6Lg2_O!gJJCg9 zQCkZnk4jQ&5|TW_{t4aT=sZKLTHM}lm2Bs=m0-#8omm`}Y?9x=GIw$b;8)&X7jI+m z{{X}Ln{fimy4H9h8;YbDE3oY!du}=t`B6n)2V6W`IdLBpk01SwFXYrUjaK68%elJM zF4kpdLFL<%g=`?;?oheu_eE)ZR?=gCh%-j=T+1h)CY=cg56j#G?qa4nQhGk&cSB4vVhI{{RT3ymt}9aTW8; zb+qnN8wLBh2PJd!VE3YmWYONoL2IWod^)}hJdGWlq)t*$vMFhZ-c@n2cwW0n=dT?3 zFM)L-sCbK0xrQNcZ!PNEn?iipjA)<*JF?g$lZ@k@lu=t#OO=KrN1^l&!1+J5^?9vf zX{~n&A8N_E0rL<5i-Eu%y=%%p;G{M~Q}|!0MH%}%kd~H0g@kS*P09i(7&*zy78yTw ziYtey+ehF>i~j(@HYOVGjd=p@w+889xJ4t$xs5{{6aaEc62~|@x(@#UQ+QJ0{7jNb zpCuaO?J`0~?q8Aug-w89CNs}o_@au^IzvKb@tyvgtE75uy9n+Tm>CI6g1BIKBaXp< z{40R?`)ektq}sqIWRCLjG}Lw*rnFYeIgQ3X_Bjo>bNEq3L}c8x9R3?0B=}!Yw{ICC z7LmvHi>cvHDN-{BlG{+J3&wX6M@H@s82SU@?6NP0uAPOut-Y`Il&E6)E+>{oUBz>O zv;mEvax?8k726c7d34?CYI+C5tzGq93VA9$6-rypNllud_UvuTS;ir;Vs}z z@3BXn5MMErf*a>!)=cNGV~W=BWYa#g6}w2YLwF{*Ww_re%N%UU91^DQE<{{)Dj53F zMN4kxvDoM>WQ^!PXOS92g<9!U6^#<%k^caAn-y6=+PG500;8`(^KZtV3Pa)xOY2LK z43b;i!)NC_eqm`PQ!$_BClB(dI5;Ii&qKpL6?l&8NAXhG!!+vg z%xoG#CKgm?CCev5Ta5iU#eI$N?^<08;Y8jfg3j2(2CUi~RW#AnZAdQ(LSNpB=IXPvo7x9jf zX*R1Ik;dya#))HhJ2_Sp6tjwVQ?*p#*e4+5Z10jNqO-*^gb8d=hnH0)|U?>ClHk^*9rV10?+t>kF1dWraep zg;b1#lk+ncIAPD_TqU)V>mD4`ZWH%EVvgh@kQ+WxA#;p%-gC!c?ny;)*7%v#M@lzF zIJ-Js+%rd(hAE6e8yk<#e~1C!2LyFdUX^UWZtzTEOqkY7YfZW2HOH7`kxydV21g^) z9m*>_J9cQ-9GAM!HSv|Wv(+U<iT1L?Sd_*V70wDz{QJA$>p?>HGHN#Z_u z+k^wAeZ>@4JuMc6R7;UEm+e0nnJ$N^j7L4yv&$(#g3LDnN1*@#)1W_vp9<;~G})PH`~6bZM*G)M7JPc=cOU1uud@FD;N9Wm z{{X>A{B08M+i~I9So6~_7fL9vkUpcoming Seminars

+
+
+ +
Aashish Yadavally
+

UT Dallas

+
+
+

Contextuality of Code Representation Learning

+

Advanced machine learning models (ML) have been successfully leveraged in several software engineering (SE) applications. The existing SE techniques have used the embedding models ranging from static + to contextualized ones to build the vectors for program units. The contextualized vectors address a phenomenon in natural language texts called polysemy, which is the coexistence of different meanings of + a word/phrase. However, due to different nature, program units exhibit the nature of mixed polysemy. Some code tokens and statements exhibit polysemy while other tokens (e.g., keywords, separators, and + operators) and statements maintain the same meaning in different contexts. A natural question is whether static or contextualized embeddings fit better with the nature of mixed polysemy in source code. + The answer to this question is helpful for the SE researchers in selecting the right embedding model. We conducted experiments on 12 popular sequence-/tree-/graph-based embedding models and on the samples + of a dataset of 10,222 Java projects with +14M methods. We present several contextuality evaluation metrics adapted from natural-language texts to code structures to evaluate the embeddings from those models. + Among several findings, we found that the models with higher contextuality help a bug detection model perform better than the static ones. Neither static nor contextualized embedding models fit well with the + mixed polysemy nature of source code. Thus, we develop Hycode, a hybrid embedding model that fits better with the nature of mixed polysemy in source code.

+ +

Presentation Date: Monday, January 15, 2024 at 3:00 PM CET

+ +
+
+ +