From dd326f95a90a5f0011f16ed1e31d9c4d12d760fe Mon Sep 17 00:00:00 2001 From: Arunav Sanyal Date: Sun, 7 May 2017 04:53:15 -0700 Subject: [PATCH] Adding paper for spartan distributed array framework. (#449) --- datastores/README.md | 2 +- ...buted-array-framework-with-smart-tiling.pdf | Bin 0 -> 690481 bytes distributed_systems/README.md | 2 ++ 3 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 datastores/spartan-a-distributed-array-framework-with-smart-tiling.pdf diff --git a/datastores/README.md b/datastores/README.md index 8e7df55..02a74b2 100644 --- a/datastores/README.md +++ b/datastores/README.md @@ -42,7 +42,6 @@ * [Towards a Next Generation Data Center Architecture: Scalability and Commoditization](http://research.microsoft.com/pubs/79348/presto27-greenberg.pdf) - ## Hosted Papers * :scroll: [Bigtable: A Distributed Storage System for Structured Data](bigtable-a-distributed-storage-system-for-structured-data.pdf) @@ -71,3 +70,4 @@ * :scroll: [Warp: Multi-Key Transactions for Key-Value Stores](warp-multi-key-transactions-for-key-value-stores.pdf) +* :scroll: [Spartan: A distributed array framework with smart tiling](spartan-a-distributed-array-framework-with-smart-tiling.pdf) diff --git a/datastores/spartan-a-distributed-array-framework-with-smart-tiling.pdf b/datastores/spartan-a-distributed-array-framework-with-smart-tiling.pdf new file mode 100644 index 0000000000000000000000000000000000000000..9261e567d494d07cb94129e24277318a6b534743 GIT binary patch literal 690481 zcmagF19WB2wl^Bvwr$(CZ9Ca9J4we*I=1bkW81dfv7PSdOaITg@7_1Qd)`}X>{V-) zCTiBNs@9mBTuDrVo|%CIo_zmcW&s|Cjhlsti3ng~1JB3DC}-_pZtQIBZEi-y%qU01 z&d$xu#Kovc#Kz6WC{D!2#mdUbs6fQb&ZzcP#>MiLD@CMB#Lmq6Rf9=iKmgv{!R&8W zME|b~{%?izz|PIy!G(y8QOVid%-Yly;7r8KA|SvhVQuGX z?#w7*XY6YJuO^JrV!C{s;_S?#93rgDUpJd5lZ3DchX@;+I0uIWJ1aMf1iJtqyC??} zHyaDLFpH=t8#^n92p1bC2PY>Rrv$5rs4xqMfIg$NgPFOf?qAK>IR8=>fG_!(zeH4F zlrwj*bhRR4W@7m(ko&*XWM@Tm;_7T}Y!44(wQXWzhGb-9V$=;!hSl&LY=NGr?-ojm3Ks-AU5qH-9f8aVNviGx z5`~VKNQ3l;5$LIT1Ss;8P@pb288Y0y#`kc8A8BNxFD68LZHWO9@%1>PCPqd@thc$! zC*(rkfr0YBBbfd*_`f;++w?B3#?G#u&gK^IOz`C7;))Xg*I=-6{r6yq60xyy{jawE zG7ZyzS%a0EgHe@;m6e@QgNW_Rg8x%VBO@bYBcpK(BU2-#Yf~gMAs}H0jXWw?(6Fr$ z2zlT-q{1M{wr^mvAfon;1`C^la=0Sumh#~b0=>OARw7T(k09@s(=876ddP>IYmLAr zQc*;4;mT%K=S@PWLrD2j0d=~a(5O0K3NXP@I0}d^S$qA?Y#L_kjhmp)D6kZeEUnG0 zAt`v48i$T-S)&=5%h)CbgZqw)Mlglpl8WcSw&`#+BIA+d6wxFIVLaS8ZDP8fBHu5> z5ds)x`_Kz3Ko4XpD8M_)2F>^5elc8j6Y5p}4x&FGxmy^3X zyP3MGIh&jR%lA3{<@^7*yy#amJAmbX&-X8U_-~&Qc6Jp3c-`g)gC zW%@GZKVp2nGk?8v{AK+YxxTdcs-VVf__xNttocQJRblxT#(WVhU&OzL;frAXBL30i zZyUBRWck;4d=czl#J}y%Y{>CN{1*=;XMm}yxvMVY7n(DwnR~kGf58>N(cIb9`X5Q< zMZb8n{?n|YiC?L+?yCQDd5ySNguFmeAE zRxoq3Fnz5NENuTmM@17GRag7}i5QF8Yt9=SXzzg^pacu2t*Ngp3uDptL)tjp<%ew2 zs)D^}boF~AiAkw`zBAy^5eatM&N(~;5k!vlNPH6^7aKWs!GPEPW_vx*JuQKnd`J53 zII-P(Upl)9(Y|^ltU;>Pegr*4aLHBWV674K*r3?%187Q^wlT~aOh_uQ{zp*;qs>uw zrSM=}9|oBEn<}U-Jy}oSl~z7R#Vejpq;G9yk0g`R_uw2OyA*@_-#C#14xJpSKt^B( z0X=iOH{e~$Yw!dYZ!m_ax2*8fvo{q|<4!tqN^e|T*hvxPy^{zaGX~v7i9fAoYhHZ< zhMFEy@$~kG9YndP)Yn=++;8v5MG$vl2a_jl#3e;}=qvRsT)$CW7}Ec_QD$4x+v7pw zh(Xxsm{VHbLDr_?>B*(`c3bHrVE?I{B(+tYb=r$B0nmLSGj7jl7T~uQdMapcOVm0FKu20m$PyEET4Vj_ zB_$8HT0nVk+;D-cwL7n1w>(Mi**g4h%X?)ibY4DY?Amy^(aPdVmV z@VW*he`?_U6etHK^i_x&C{VzBrnFY)?0i4!OAWHMxJ&Fz)epB1W6Ln)=tMGzkv}H4 z=v9*ObgBx%tQ=H3u+Z^$>6g;d{ro1ldfKoK+uG-Wbb|xBab@$`5Yojm;*?Zw>jS6( z-ASSDm<@EdW3}-)#9=MO9cqUhDY!DZ#UR+a74~*3rco!W_&5SSi(U_=0J`G_ddKJL zF3wW;t_<;xcT)>|4_p?XqzzpMI)!ek1~0^i$!>Makb z3-);6?V?o55txFepfW<(l$IC`$KzT44S~iTQD=wpZY!Mcfm%N?< z8(^u@?^pG8*+`CrAWfwZQJ_Q>8eZ$pyLcB`Bw9f(-_ol$UBe9meKsL)Jt(Fqr@)6V zko7fKe%Ije2U93(&V|}~GjHmq^?NHGG=UA~rElnR2I>Rdg6ZT4(KpuUL2ez)6lvzpSug zTydF|+agb&^ia>&qe#Y3>M|YT>lw^gkj{5Iz0P%4FVW_x<@|MO40h6C?rS)JvgHv` zaa@ssZ(p%4Y;}rZMu*UItF9mAKHJ2~o-W9$D(ujszXIX|slNcLb(Z0N-d(en*?v?* zPHWVU+HVmYB`DFV6&)U1L){BI$fG(1afy>^wE?Y^Aw1%ytjYaVl5lP<>b>u5d>FKQy)M*$mn zjzhnjaS0;*KO33a3E8=5uTGG4-V@s}&p41teMfAynp%w{qfALI#!^8AK(8%aa~cZg zPR$=)(D?1$Z!^}o_f)^l9}QviSYBllV{6Coq%T82Xmg}@#%uXPJf%_$Q>=2brI^y+ zZb=7>?0P-mefl)`ghs4V3~Zd?e?)q`$liKN{;U|+m9Il5G{#nf6+S^3pWrToda|TB zW@A@%+oBQ9!632|n8|QW+47(}YO9~F*WQC!iAMLbl{CwZ8|fTI$Njk}X+PSWlPS6Ehk@U58Iczl;3HY2#ll-hL|9nz%cnfMsClU-%S^41vIChmNuF%Y!V6 zkk7z#!ynr1fWD$5s|ykbpzpxx&*t>*D{T7HFs$L=>TPz$Xv(X9w0MEnG>uT6Xn_7E zv?AVgP0Gw~>l5Jv)d;9MKalNz+a>;YCQL4qr;QGZZC6p@zn+49OW#-T;>cAVRnqJ6)iK8i4i4(y<_Q(Oh zkOTgNC*_3`5mmv^5R^L)9?+`b;CNFL*!o_*`Fa?_3LX z-;e!pA_$kGAmx;hsER{Cj5dym&>&9X9KPvOzBk40VxKQyk2bdwi-GG#O#l2*NUIc| zNygJPSeS^YnElwrNrHP&mWGPi;pAXsq=W_dnW^m?8DfBihbKq5erkx!lZC9sFFBI} zhikekFA>^6m$$+SXD@AhVz%5nYizqRBspA_e_Rz2QMkf{XS$4Y;^Z7g@u!6uZNX!0JaMk`Am^@VtiMyB*T%49Zp~7to4l@{Ru>}?D<9FjSlDz}*6NjRR*$1f#xA*8<2+#=B_}0gV5)|I7l(KSw=opnO6hOK*950DopVA-Qy00* z>J%8KI74gHp{ifH2ek?y%~GOb?+ynsjY$|9`@GHyT>wi7o7NpNfroTobFtQKay?*U zK!R>(2udqsbVbGhVSs<-*VZ8l^9iI-F2&te3>v-umd6}Cw%>mC1B3m58Q#)CELe)z zSH3|})Xbt=(={Srm1D30Z@cf@KWC+RW7-ywb z9lPtl>vSHOwBG>dFWsy{Z5~Fx4>kGzrt|vIms+%r?(`S{H?7pS_afVF$aL<6$4n z?Gxa6ThHQwdi$P#)lkG!ZtoxJpxZpxtBf5xKY!V&LLM%=Nwh`}Dmw`ErmU#=Nxq-d z<_2jg&uV@#Ry{+6Xm+`lELo%@hpQ@;%)~QAf8I?F8D)%B^T~a@&I%%D2h8g8JLS@|hbQSQ>q5%MQQouxz zvmA7XKOLqX1Vskbm``YncZGiV6wMf{MT+ zW$}h8doVrh_#i?_!Qnj-EU*P*ga=%$w>Q_8%BDelAaZ5^&2+Su6pT2_*>_p-7s)L{iZApCk)t9%cn29?nh_c{iSYDfp!U^$KuyK)6aw1kr$Ve6pO7 zop+{?u?e;W!#j!;SX-)_j*rp>dQCP_UtGbacJtjdjjo zq(9$$Q@)T!*DIT1>u!mdbg9=|qty0gl8$x39QW*c%i|Xt`~1S|2{iNMqgZ1?GK_TJ zy`JQ&{QmTM_hDtBTka*%h(MV5ikS%?RgxdXE_IDCYW)gf7lLe*Pyp-(m}ViV79y0S zp^@XM8(xW;aULODzIs|kp6&%H1b{?bI%=3+sl3-y!V+q6j$U)XRTB7 zx+Avcjtu?PQLSi-8N=#u%GC6RoM@kyfp>>sV^ zqok@yKoR3r#(tGx!2W!-U1?isZ|P)XyQHH>tD&6>6mWQx$zP{OXixnntXJhI7xa(H~NAzdiWB4jWyDsN_Sg7_KFY!NE zSB?Q-a;LxRJOVpWoo|!Zh%>jNt77mG^OcPzGnN4HExj70IGO(A+1-CkZdDN!x8hU9I;Zs&BZCaTbq|N6J*pIC!CdcY`DC>AyC zah_C25p%LuPn&bk1X&l(u33ds5>q+&=NuBF8ush)7*!Yp*w=&+b6452sS}uFrA*e= z%x7FSqHnuFGjZEz{8MZkjofj{DB=i5y6|tkz`F;<50(CJVr2Y}A9GI<7rxw2-46|f zd&KcYKPV|UsdV0RHx6T@;ils{dXM|gdyhTd3B7`RnQm}Pd%-%n5PosRb<9i=eH*fE zGa)9SW@O*OhTO}-{faV;3}VFP|SN8DMLw2zf_j? z_sZRzMdf#_s4cIJO4;79yp%aD^?QRc=sjo!dxtKv;$M%#$OorF2^k=Hpt;Dza?SA@ zJ&A=uNx5FEE}VrS3$U&O>34)sssq~w0+F8WWct1SqD8@~T9c>>Q(d{HqNibE$`B-8 zCqb3{xnfqZcEV#4jY$fO%j^$}UTY`l(e0ggz_l>HeQM3LzuRoAI_&Di%Exz=kQrWA z=YH8lZR5>)=9exUv&wtKd0(p@r-kbu=H1Fj&Z-b>5#1_ZXUCz2 zwtZnJ4wPI!L}WlrD+I1e8Me9P_I)f}oWwZAVCO?{d>Jx@Pu<8_C11!HgTpcYoi=0B&-D~L9Y%jQ1c*ST0O)ry6j>EH)_ zS%XFzqf%X+DsBn8dHSMU_3fCRXDcC(r$Ks88A!|x%ej$i4kkBUZp@8h&JaBeqq=%y z!jnpBQ!D{^Nbjn?WksR49fc_N!Td%ecF}N|Y2rymAa0(z_7fc)TfR}@B;r-QhK`~N z(q{42Cj9*%vKwX z${2x0O;K_s%p*^>R(bToWj+$}9rtALsip9rL;jK;K%-Yy`1`3HN%5u z2)@@XnwpQN0q+q6x^?itZv?yVb_2+K)E#pwz&x>py~;IxB^k(qj)@Y#QrQmIVhyJf z#^_-hj#pz7noWEnVhF-SfblSEM7cA{qO06~drBtiHg0Fw1BfT0s>$7PKC`GQLob)} zozukv*zdeOSL;F?jDzV%)vMFIJw1(z}?!sI<4%w4M&}-Am|%)$1^ZhJii})ok_M0rjP_L>FLv&KKc<^9S?9Qn#(=T z3bU^Xu$US898%K~?mOa}6s^~7>`SqLTE5{Yi!)7w6FLiL z+h4Ib*d>$BLma9vR{dim(=G)<7XG00CA}Yo;ZeKr^C9y;^NqwKr)`#XHe8{;T&VwW6@HWy3J>r9=fW1E-#PUj5#d7h` za#m4jO!HfhXnmIO_w8kn;P^qma+%^n_4(zv$dxZip(e%p-Nomc`uy8=VGn^*jV$&#OeZx4k$kziIsj;diz0$UuS_2uc;e4#-I5PEG%pVK!m8Sr}~ z_`9AzFE!QZcAuXu`uIzr&#Y$R@)~ z_`y#MZAMB6F5gC@H=AP>!eN7(Y52)aQFi~ZUp-I{vHU$ zcwx z1F{S0V~0N237a#{#Mi2Fiu8^Py13ql&?6fstl_dgHi?Nv%qibv6Rh-857&nGs?QQiFE-t--29@h zFlJ_rk`Lu+fURwy9VAHbU#GPl5uTld6RJslkl-UF&55ulU2O{3&fK~TG~t}nGMii; zu6rBxn49SUvA}#GuSVww*{Rml1H1pGP^ZuY*3G&iM~<$_>`ZYlEcqkUFh6+@nQn4{MZRuP_W;hotp3deyCiPpM+Q6WE#dvjML3SWq>8n z83chikzoP?8ISMW)y$GC8unRGU0U|yJ7yHznuEX-zmqgUR12$~=QyuA;Ajcn?iN+W z>eSsN6)5wPKD1-GkL*uVw&RKudli0s`uY_lZwVfdR{l2IfT2aC|El0IUbVqhx)e zNZ8?{x?c2z{KT4kudCF^YzGp%=#F>QffXz9fAKCw6KS%-q`g{DBee8Cj+8=os3>DN<5Xi#ll zkjsUXLdo|)vS>c#Br=n5`VnN;?*N--+-wbA=;iNa(yau{H#TK3bUiWzq?CRI%k~oW z-Bu>tWe4BoiB9`5?d5}-$!j6QppURcMGjE1=i5ARIGo-4>HJKn(F=`^%zKf=tZCR; z;AvHLtsRCpLz@$yq466oY;AN59ebf?f1R`9tlLEolPd{hxMjCXOxdXGkbkS%-HkPO z1ny%@m8S9RCoWEIAEoi8!)Y|7r2hlWpO{WYwFRIMBhU#Ok@_Z1tSbDAzSMt4s&<@-c=A41&?w05^NHPx_4;yrzT zO7~HyrALGk?Ix5%1Fw3_koGF!^8jbFBr5pO+S@n2%A&^ytC@+uO0ykI%Wu9i8g*q6 z23#mYE(G9#zZ(GcjFk`LDsok5<1*06YUJt@>M97|d=x^c0%c0>htoeCfOLfh)yCTt zTP|h8?pshWdmVy2uP zH_1!GLVc$9`&bK9*-jCxeBde^AOlltS8sh-WmRvs)`D6H-1zZ(rH$PrE511xqZuQG2wz__h4SO*XO!+w(xCxIEBGr^*S3KOf3SXCcEcL}h}kTLL{x5WN6{)g83_Qn7xyGA)(3 z)ajU$Y+fWHntVUoHnk&~X&~$dCEfMLYBqMAdDmTdPfUeQL+oEumP)fkQ=Fw1 zuI@~&>R(Y`p5I;nswFEUV_|*fM8eqcX0(l?!G#02fZK=4DRtJw9*Q->a}~sn%550( z5jI_{+2Bzi)26{ld=Be8DVd(gykF?{igV9^o^XrZd1oSLgvOzUQt5s(j%cz0!1D$c z>F(xpx$K=?x7c^o&mV|g%jDCjZq}(LRg=hE4-WfCJ!3(1*ykH~Da%P-w9dz8qj_@p zxxoa_1ZoNuTnKHBGO~$O7laGyZg&7ny7rPpR~?(&n4nRqpPf=qKb8=4h`X^0YxB{jPZMe>@hW6HJ-XKb z!(W6G*eNC2lj4wNdGdeWE_&PSxJc>!pEtBq9rSNP1E;LY_MB@8vul)>lZZmt@e36#KAdrNtqH(qD8zOTUTccMYLMR4x)}$gcEi)FDq+C@p%nGg zfQ(~?UeUu#a7b0en_9}k-Q!KCOv))GAp-J5S7zt|E^G+f2ZPx&(5)Y8cenDtSz+tMRj!m;>g)q??=- zKQ&W75A8tm+C-frw*qtPs7}c`^+_(&n-;;1i z^F`GvwgIqAx`cPBzPEM-0`VhYNGf1wnm?aIYtT>?~YFMdpVBwlq_hry4^H* z+2P@#7^uPQCz#Hx#NQ;Wa|$#{h2=O5yJpATYxg`4fG!ceW+K%aDs6Yo(E2o=H~y1owsrgmozjhs4&3hmO^B@J;HyKnXl% zeSkB;9m1U&j2Sl#*9=rDDcsagq=!ybeSYUkZD3?rWbAdHH77hjL)~oz8$gDjy#^?o z@082-Z;;hPs7R^-7>>-f9s$&e#Hu)g7t199QHk@A3!Ej4B=7>P4jMPK2=@?l3?ozV zw-G+`YxTE#3Ps)1Vyk!(nGmuEO+VU34QvBtac@^o9IrRg&TfT2pGRnz*cAPVeR>aJ z!j#m7#LaQ^2sI0Lj$JtvOj&o?$U4p=+I4aEKJJpkcFDHnavw%`sNu7z&mhUrPIGg1y`MO;yZI5`|kDq3Pyk2UpSvQmm zW&DZ@srU~s+OvXIucKgSUE=A?KM9X`2xGPeN+20M^pQ>4(|t%ul%9Br5bOLC=@neg z535ZmX|ZtZZ-#B$>e|u_T|yPbCRWt#$tJ?>f|ye=q^N486N;;&I6_lMT+;IC?EvDv zIzQmt1FB`Y3(FxDskdbYcs}09bsaB^K8COqOSLGW|E-yQ|};TvMVCkgkv_0R}!vO0mE zvFL7F%WG`f_btQsR7+mGtsaKD{1hiU6AZfL+GuO5Yme&>)aaA97?{SJ4ax&6wH3d81vw2!iGGInO460hRF1&-;>T`7V z1pSL+hvJh|+g{P`A7*2L9da=iF(A=42%2fTO|83mKlM=BH8uzILN8U>PouUr=-~YRO7iB)PTCmJY@1e56yx4xuG@Uh);O0n&UwL|TsXL-x=OpOh2YOa(OkF;KquI2D zJFp6xGiB~ugM0~I^iVDi1gq7igm;lvTvAw$UX{xDX@s-kq?)g;g#~~aY95gv_VtkG zKtjXAKxSp2Jm}+D{XVAYDe(SgTcdwf9RW^fTP}JgYVYyNtms=*YkNjp$6cTJiAQ6p zJs$P~8nEpiZM;d)A_-#v%!|=mq3ftAFKeAVo7QIveKwmnZOhW%Mvnbv;|Ey*G()sj z?;SQ_Q;3IwJ5G3PSvC`HIcO>Ub1D}Fp$EAhC28wB@)OOgcIKjkGgtJjQab{HVpMAr zh?34EMRL)3xl0{Z4JT!i|ZTKhCZBK?dtwJXTRvYt@4@nPyN)uL26ySrTKo_)@qLx95a z=H1;m#Od;IcSOux;u+4LjAB|Fn{n7<&00P1i$9mihRxo6KdU7*KaS$V)0hjrn;wRX zqjCwr+aJQnnQ(?USZDs^ldN-^s?4yRk~T#8@m?h59yGmhS|+Qx*}BOW>nW&s8H@5u zT5J2dWV_nR?)-xIeaa4xic=(8Ss@dJp;5*4uK(7t{9JYo*INX8(qfof`t ztbpb9di&wLPfP7iXP&!8dgo2--Fo|YN%wFB{GD%gS2ezhJbd+%_+w&=#n=#Gc^Wd; z!E5t1fUM+wyEo@PGaG%i{>_->(+8(6ZT((VagmRLgG-CXOL{s39rlJZb0(+BLDrr@CplSD$3Tg_-q;{{b8Moxzzo_7cCPu>nzEz#va$z;B}D`kL_t|Obkl7J1alx569lj^VM7P# zs|jHplD?7<7#K5AcPs-;_$~|#O#w5?&LFD%dKQ+g&5~$=yorsXT~B^08-BP~R?dRU zXPbxL^DBS1&$U#YGH{w0N&fO6y<)5(PJFL!ql0C_RDw~I!EY75(ql;_Vfu2Bb^rSy zS~Czqg;g}V#W+E{@!$}nguT17n7LT!8CS2*KTXN7Gm z^U{b!zG=G#U9L)7ip)u;s)@mRi0#RG=1LUR0~C|Bo7LbYJ37llJRH`{ljRIA{Embb zCk;x@Aof+fs^6vHl?~dDolz~?*{o|r3K|1EmszoxQCxAc4TzxeRoO0Do~5c;4V{VX zJZu`6rIz{}DJ^G{4)1lHFIz?p?OGiJ6#E#+$mJ;Z3aP5cyO#_aYI1si{wNaYQ^eS6 zt&Bx6*|LW7K5}IHa7{6$$qwjdS4G{ohPpN4RUT)%Hp`J~l7+g-Dd7Hg`ePNzaI|Gy&U^>VqTk+`T3hmii`n1gyy!*RlH#3fjrVr| zjgFhjW0H5GjjCitZD==kyS-I&V6_cO$%Bx$?kHgZFb-BxC{ZyG#Gc2mXHQvuX@($% zQMVxjQ|`;)0*bc!^^Vd^6p_QsuWu&I<+%g74(F>b;R1E%MnQ(v-`1Da8oPfw%N}A_ zxHySBAtx{F3;4Y$xr`LABB0fgwe?!%xwSu@qPv6_P0F4K7+fHL>~B8cWLIYB$#oHTDfgic<($oqKik+J~u;w;K|ar)Sa z_;!n6n9eB11yV>nRC|G4g#m>!Hi#TO+%=!-Tw1zv{PjPER?mmpmU2ZF1;)aS9f}Qv zv?d-v3VpJ4eOeWSn?io={oq{f+ck6c6y#HL*$&b#vM|85of(CmCFEo@ zi+#_Q`mquz2zVY5o3WqaU3I1JWok!y;=2!{13u9>u7}2z2H|DJjz@y9qF=8Wrla{q zy)b!O_0N)@-BsPLwuetJ1x~8jEAqwdnpisp>>3@ElJ;W&9+j!Zhd+d_SpYkL!=|n< z)vW#=(`0gQM&>*~m?)st>8kK`ab%sfQl+6`r39ZNx2C#!y*+zdM^#_F+M#SiYcQQH zYK6&UZdZzjCv}v$Y8=DF#UQO*js{!_OJ59BHBtoo`uY6%H!6T#Y z0pJOxN|om!Xx$~l`NYhV%z??HXXu=NH)eS%(Q?4DvY3{KGwJ`bAaa zIhr8IdSM zi_5z1tgz%js8BTdhkJp7al{rQ#w;*INXk1;4`yptzQ9>bh@0WgTRiB1IC66L;e4J4 z-g25iaM>sHT*eYjv}lBrOEQ=dZaAUAN$qVwXDzk0e}kvYCYh}d4=RLPr3_n7rY3wM zdX9yg`YP3+_{S5#il^-R8-#@rL{SeEa(EE{0ef^XVTEJO+V++gSMN-11|7;WPY40| zl`+?M1~aZ?0p`}Ju@Npj5E_XgL{ZE{EsE@?o|mt@zPvnp{ejYbN5|q6{FSRkc#`BX zW~k=80&$%*fx3R{v5QPAv8GypOgN+-h%XWiI-U_(wr6xx8J%1ViDMchtGWM2)xj|R znIWtLF&#Voj#a_qpKsgE;Z{Sh8*xp3c~`eS(U57`UTz$i$*0m|+Oj?G8PY)|`BeSn zophRZT$Gz{Bw#$o>m$oawSr*s#HC;kC^Uv!FLB=A;@ml zYH+FbtCmJRv^KAExD58h(`{f&jByQ7X87?_xz6Q@uMhv4`*_tz!o~>8R_kq zP3<>XH4^#9B1y5x)6G~p-|bb1EfkxLFbPhG8k)|VQsaoojpj}SrsYM#2GopGst^4G zbDG~XY}&F!UQAh3rxO$Sl(=amovl7N?-Rfb<{ekiSL_kc^WZ?=)#dQqyk%35+i#FY zg6s@wNFHV|%o;Dc9BsI>v*;-d&x2Qt=r-PsQF|KS2OTD=V@wAFq~bbFgbo&&?S(Hu znaIZgs0pfDUv^1XTkX@T^b@b{GQ9(IV~ z1QI0HW{tNx#`7%vHtertr;22a;yHU*84gxEIjdMrbk(h?JZaBZq`+Z*5t42L2|dA4 z##6#Vf&jAe%wpKh#oI`))Cy zR*l00@!r7#676xICqpf!E|Bdwn|sOv1B1sw+8?VVcf02el?l&I2i&F;spqx^(hs+X zr5QmjJEnL^{>`tm|6a6{D<#yTbqFH^*5w}dWYbPGNBJO^3+@_3-_2X7qKQlc=BX7X zmtOCiu&W=FVy6QHqZW(-&CQ$PaOj3h)81a6&ju+&*7XJ13QxpW*xodEZ|&Cm+4ImY zI^skcrcnr+dsWpR2~0t5*Y;zMXR|GNl#PZi0RvQLn)XUnn+w-p8pX@Er_JAN!B>cu z8Vzj_bUJuRRjy|!tr}1cxMY>DEW@P2Y&d@E;FlK$8M(V=31V&+qi=>rk*%(RLnEx7 zDslUgam39Rba)e5=^59XBr{}mLD`*fa?r7-l#_DF=_4b+4la zy30E9TUM(N;zg43f_?V1{!bRy6ySXw!Zc)6wq%YHFF2;x&hzmbK*p1Cr?PUT#XgUm zX+$-iB5Ejaj4eft3>qF-I9V76FF18C*;5c9q}UTWcniPgvXvx@+o^xfKVHL|ws~wu z7y6t!!3TYJ3NJguOmy&2;sJoS5*-zgrCM$7c~ytdiUaTY=N_OgKp^Sz`rR@fi#x z#Y1BrX#vhcQGOyxNO{ueXfe*6GezEj#_ey9f%5pNH|Tnn?)5l_yiFi%oh(3e8BZ@H zM1)he*LeN!ASwRICS7-@C?zAid5s=Ww=Qo1vy)L#&*UISl(w67Zk7&#Zq81Dv(IUU zq)7*8132Uvp`}@F5}+Un+DeM?(ZJAfPKMkt3+YEvY(s>q98%rAI64J!A65Bnn1&IQ zb-f%5++8!!_LH(U^>Nvk`tYk?Jo8VETyV!iY0mGl&hPQz-ILrFn}x0xwR0DV(mDQQ z#MeI;&wvqB;&B~l60(wtK-h&r9uY5c&=!X6oL5+(?Wx$+5NW7_Mr?z(^_!lofo`4I0Gae7SggTWYc{G6-U z$#l|V#$}}EAr_mm{cC&hE2N)=q=0WX1jpZUx2P zlFR1eyz-|DT^}+c2I$zy9^78MI87TPNoTUi+_NS(0^AZY)gEqiE^0f7e}or>F=BUnVqSYU)`)RNUsBjA1LQSMms+mR3n zvo1}NHuqyxy|>e6bD@;fHOIys`b20{UTgE{XL!F&H*94Ofi)KG>SE zV?8`I7b)8(!3Y727p^{!dtGPKBie6v)8kzL@*y&l%z3P){{c1PSgrK8W6kC0PL^D^ z-yJIq44s*dq3p>(WkBmA53Ql9$3J15(aw(cu0$++@E_%Q;1@tW}N>CoiV(7(+~ zIv|U^|4VjF$Otu%>6dMI(0pcQqi_xp4 z?<0w|y}ly6dp;7qvLlN*ThjC3SI?HbfX7^RvBvxAc=q~O`^J5)<8OD!M(PQpF!!tS z7!$9N{8=d8GdAU|BV+JT1~a&e%lp3{s4IXPZC2180qvFSW#z2!118Q`ZdkGz7}Iku zix}oB`1X>zwk_%-HIEE=a9ZSgAYf2L%)&Lq&%xjIL>Ybn1!M&;I#Q3~*YASU@7Ece znQv6+HmYiRENOSV;y)jZ_)#vWzb_CTuXxS83hdkq?6_>NK!Im5woMt$4N_^TMEQLe zKVSsi3it#&@2lR+OBJ3p{}`eefupsJKzps+)^3eSW{>83;nqWo_e7>6@55U*+;ISq z*keduo}L-?c<3#xq2=y5BE0%;>;V!+Cl^?Uc2GELo1PJrNquuR;vApayYwO;{tsdA z)GY|mWeHx}wr$(CZQHhO8+mQpwr$%saur+vLT zD;x(=@PPc1xHEO-5YAw}?a{J5+ETn%E!5BUqo6tpVnmo+?eIIW`=#(@!7`uZhq`s@ z^Etsc6zf3?Ytf zIGa@^q`^OXT-=j;6)y-_(Tsh0cTZiP|5P|n5^u=c4(%7l422R|Iyl)0sxkHY(>R_E zmOo8%J|?vESma^fuk2j&w~s!T>~2gUtX3=G_Dl_#8-=E@9f)(69N2adkQ z8n_~i8)!x(JBqWK$x`wC9Srkz&m+e9seFb39K`Pt(5CPBfP~>9qLM^b1V@8m<;K+= zZnh`)!A|PvdMlRjDXT!pP-mM8`2yN85JlKL2Kt~ZG&U77628XK_^g|qLWb*7Q8vh;yT5%+j^MbsQ_>PNK*5%XmO2+>Si?9OC_70S(x)1w%u$*&f zLUdyxEf1)=U2#LzhXr%l{`vLTaNWDFY!t|x7GQ4^6H>Kb*=60Igg?rSuUqg3*XAI2 zgq8N^D5R~0r7W6if-sho!Yg z%d#sdc%$P0mH>p?-2Tq8;WFh!ELTs~>iC3;HSZ|V^{sQK2fYZK?KUQzRC4?%lj{Kd zJ&?o>0>zCekT&lMfHN6Ozx-{0+yD~-IOLpL&jLWXzxr5yu#I8&2tZs(&zA}i-FEwB ztXiyrI^HV1g=!Qkm_M<&bnIv_?J(0P=?#8GFIIzU*x1fAP~rX|II_(BHC8O4tHYm) z#Z%sE>#HJBYBr;5cSH7}7Bt2~2RPZI@6jYLeVYe=?98`{>xvQ)+9+PM7QH=eOGd3O z`mhGlW8C81xaPuo4b7AUhw}GwVNct8OrZ&pzM!d^sE$Z9DFQoTl!_@$wOEpR_)JzK zN-eoukmbTsMy0Iz?XW*`C5r})`NFEqmaec&(u#y7zjI#N0C$s-VwX5!wD>(5miXh})f)!ssuc)Dy0EBWmfKhX zf5y8v`yHO2lbM;cPKt+jdy9oPc_}HD)d8ODGu`*|ApjuNzL;O1D4RiXl~Hm^XY4c+j}lmXWrc5X;x1L(-Nre#=BT>(=XtCkD2RvxWNh13hVcg&DKK!Lex zYeOYzJ|Ufq9vxdZn{2?e9DfiH-ElsKaK<7nD@9vNvvj6f_y&cgjA>^I6ZRP5>$OSIZgV zct#&EE?{~Mz}3tZ3i`f{b*$?tyHdJJaSKczJr3zuGgQ2dKc`QoE{JX>t9!SU!+V_bt;`rvB{}?UArxys>idB5x=`#+-gCVa7c1vIRFlS@{isqnMoKYqK zbgxgKRLa&DCb*FK(b$OsPmy*%dm2ugc;nV(V>1$x3##KQsrwxGu&9==qmPHyIXHff z2{E@|2Vx~WqPb`P0ssB0IcrBMiJcBq4huPh_0%utLo?3TD}mXCqU-`1sJF$A6ssbA zM-Lci%nRoSc=-dAsHK@8dOh74G&k?O+pVLI_zS{%;CHLSHEdUSqAsZDy2Hq1o3KYU z@iIN;Gu1@P(#F50(Gd%raXrMnylSADx+N(|t!q^H*{i#ZV%M8kQx{UdSlW#&!2+4) z%8c(4>e>TroLq1pQHx7(*ioi-4Lc=7Pghr6N^|6+Wi0Z|?PjapTHu~1^HaK3Ju9~C z1W$UK4kMHL9e?EnZBYeh%u&Q`mXLNF3|*Ce4>o}UMOL!+`qqcyK;`G*6S1H#0jzT?_q}S^=x1U82E!`2u_LFfzrpTK7v6u(QU%X5i zQzePb=j$*OA5^>K^Ty1AeI@UOsjFCg_Oqg^tzk(9!zK^gFel97YY1(LZIdOuO)#fWbR#%GR3Al~SVJ==$Se7y zqEQ)R$Vi%Xp;N$Zi}TA0qGw#Q)CO;l4Lr4;q2;f%3IIG0w$cqojS(47gVZFE4#arZMz|E5d?a#22ej*76gN>w5S>GMF?5Wu z;7se36Y2wtER(=l>jw>?`>llt|A20dAlMlX=wu<(NG{-*C0a=i%qqM!czCMgkd?}{ zb5*sz8S^)T$JE~y#((x3>80U`<(wJz!CmkVq2%_qs(+DHI~@gh*G>i`_IYLJy6emh=k%Ps5m`3MT8WdiVA7wjl+N_y~ovP`w2L4uj>Xq@eud^m?)P*qSU5Txu@FI6<6bS-<;dq`hiMls?)8cMwL23{+Q4RG!%hsLLdo~333i$mjEb91jc@lIs`ae(K1HoA{?Ajd+2yta z7d5+_;1r6shk$|-LT+}*Pw2rgkl@6Mcdl2AC>5oKXm#Vo6Gh-q6Vz{7oYe1*1M%0z zU4x>Ri-iUYo^&}xtZ;b9HBw3`>W;W1B#Ur$pGhj1dJm*MMTtC7D@lp@>fr{4ZU8eY zA?cQgNLXsVsh=x{jD;%6aN9b^#Gym1a1}|iJ#A33MWsSIE7kpOilPOrj5P&Yy#tY5 zm1D#Lvm&gxrCpnm$Kxy;uLUa7O)Z^phe2*)J5w@6g`In5E<;VI5>rRo#KPPa36dw$ z#G-^`sphJ*ko8yxnk!6YYOk_xh&4o~P*MqL8t3l1qB|G<@5nMzmYUh@ijuP?|5dV9 zn8M_$Fak`4!8mZxsUX53upvSSeK23xpBoC1Ap}Ul3j`5C1x%0$f^vkQM*<4)pbxxy z{$?Pk`wbvlT{jdd0qK3^deGJ(^MWUYl>JuB#}KRiy#X$d&7&;y$g>kqyeBtDAP#Si zk{qvD&smU0tb)Y3c0wKCH&XgM_0v!fMZFuny0hq0b$SUMhTpj3+^@S^&o?-KH>Jc1>e~PYm}W-=gpjwD0NsPpzXMIvqO}xg-z`92rFThfIIWB zRZYvW#RrNkZ<&uCgpFDgv9(m{`;N)yGt|AIL0`64A6q9GW$J66NyHJl`$+xiuim-IHg43@pdw}}lRh)^bpXB3->dtkLriPL~N;yaWKruNE8=xEQAF{!I!#TxM`-v?W7Lj^-1(BQa0a{TjI zr*XNk4E+-*Rvk942&Um`yZ|m0NXfE7e`K{msA`E-Sgmk&ZfW7dl?s!drfUxzI0nQ8 z^Qx_<0&Rv?Ay5l&){Xjya`ZFGffO3WJ8JL`bD~q22Y-MEf+vj@;-tCXgOg;cI@J>M z3QPc&W9P%>Gy%rcV?-d7&Yc!WL}w@86~e9(ftPbG&BLPL-ozPIz0HIREIED=O0+;4 zY0$Nw(Kz7E=C{^o5&r3eva* zhbld~2E9@_gCN`I>DXNHAEjhc%cEe7ynu~FYN`v9<2;e zaxf)ZeQ8KgEhQu-b^V}X35?tQ;zM&~Kau)=R&f_E+L^Gnth%`oyc3P}X{KaxL3X4n zamE%q=lC@Y5B?ia+lBk_qt4DnhHn5glovTwu_oG9`;RR|xT3|ejG84t7aifS$3xZs zR2I*Fsqc5Kt7 zh>{hy7hg`H=NTB!nf&em`dRg+Xm*bA>nyHGU+1jH5U^n>@5d(M{mpEwb-+zJKE67N# zg`udLsaC_Lz$dC{n%POg1+3-_t?UeK=}`-5OGZIkxjz7_^URnwv=$S0@=pqGY=>-N zTIZ))_AZh=8hNIYl@c~oY;XF_%&D}QUSGxPVqoh9_TsZ9SkwRuRjgdPw#udTQET=! z8o8NOtyTRW+6~x?3ol1GoalKhjFva`HNG}H5@B~0sChrsr_ z@x(owdXx_`tH$VfwEH+zvlA-?-Q0qfg3a~q2-g>k*s|%es+rMUH9UNY9eOr9B(T)v zygx`V5Smu(e>A+1<^!@!C26^PO`6e! zgp=(D-VZqg;Go?Gmy>b$@W}fTLGMGTWT}vH4KJOtygGL(-Q3~sgmgk6DcPW8z!o#s3_nPKmbKmW7IU>%RUd=7-7@M;=R-;O>GTK zn@vk+Lq|b@)z290q2qAK5qx@&diG!(HBI6?%klSe?Ps^^ZRcwT>ZYi3YdKa{X79xe zVbBOEt~QW<{_Y~hz^D)yG66-Bbc)R;VY=V({ubbu1YMKr)#}05t{nbtcazh_q)F^g zKXemxW8*ADs`-lMhl*$3c6z4sh&)Ny2+8~-i0I@33*Dc&s(V>X#*g&VV2u>MNj1LX zfoMrSY>0g1h7BO{xpfeCC{m+(NH>T)*_N2NVMgHW zA0F=UkyRv{YtgUpN#NmsHC??XfOW-xXszmnjqXU_pdbyue}GTAghHP@?R>IZXqbcI z9%hUWDOcf*B2cS~K!n}Ta6r2X0Bwgy{^A73E@3ow$o?ULN!lk5lqfLu#(yw)#lyGR z=tFP-pq}6=nl{PGC#3*Ie0)EKfRbb!7Jdk7UVd&?VdA7FZL4LaR1*ij^>m$6Kd$W2 zrX?;)Mg4UtvDfeeLH!c}o#+<&%fP6#u`yDsGZnn{FxDrA(@&LWe@hQf)|H zX9(4p_oP|2Q3En~h-CfH8O;oh6ZnK9BzgYFv)8#ec7ne(0*d_^gF3?VHv5S+G*XISw?EZsobwQZ> z0cjt94!}_1Rf(|ILDvHIJ)#0hMs~lD$RGGs-$)7)tOkJKD|BfW^$X*1l!x>Jeo*KF ze6z^$B}j7Q^LYVzJ5C$UcVM4+Z6*c3I7(%8^qjIhHyeR$j;lNnJ`;d^aB0nnuT`<} z`@ieHd>RC>?_%+R_-jP1nFoia?FF{`YaWnihomPWp)z0j9uL2J9+qZfkdE_T^q*q+@=iqc5>o{?) zaIU4m?o-=`JB$DDa%*OdcrQTzN>RcUfY`{MLd!t0#~wR}5_n9D7(uT8@ay_e?P2&j z4m_moBv1nz%2td>F3(n3w$AGdv**`t1{i8}udQ=i$$*kmFLIZH*=;__iRcmZx8JVdWC;GSTTx%zjqr70ad z3sY9tSW}g1P0r)VResD*aWvbNl60H-=&1+4kokH)Ndg8pKYA;+Hzt}h<1-UxTk0V= zQ8a6C`tX{l6d4UlAoM~F5-K=l0E&r(Yk@R2O^}Wced-3HUl3TR7%^gB&8tFYif>_3 zDpr62c47%FAX>eWb1G7m$%m-pz8IDBEI@l?G^=F(5Shs%Dt?dNex6Cz)f6{<{Iy)I z@2S~eR-r(5BDL`GyV9v(y{=QJWF^s{y%t_`;q)Byp_5s2cQ``+Ic(KqJ^70$&O2m5 zv3Cr~mXcjm4;PqAIAU-r)sw0d7x@d&?`WS(8hwI&8@sE-!hEmwv3=>$999FJ2#^Q_ zQDe9wqg~=(DqbeBxzx6fGrZ!dncu88#ue}4iUnZD=U|u}`KH}|$ulfy5PNRCJ%ge- zD0j8Z&kV)a-BeaQ!>m`|SwH!J8x-1L)Gjq5UX4p`9aa7EE&8N?(eVyTG@yLW1Dwb3 zYx_Fwgid~XAR73=+zT&z=78T#)7r7~U&phn=X<(gYoUDQawKH>)Pwk>N2F?rhCLTv zMeT&DY@C>f4w3k~C0hY75-peMQlw);jm3tg$7Co%bw?z4MGMvt zgRGn!EG!Bb5Y)#Ot5PiKz>^?OShCrK19*8<%IY)I7PaviaRP4pBmL zg}lPlT+5Rcz)?EynS9q!OrR4nLtDyF%Fsw5RUx@`L?qwvuUpv7IGKM2N<3?r0C@@@Dtr__A}t+<$l#5(KN zR}Kd5yI+z}&}9;z?e+D^0FXO+n#-wD{{^h)n?JNCGcv++EcnF%5Do+4P`{#Xsp71u zxet*E?wn&%+@+kOZ#;LL%Gx&`8C+4stF9EStwh05jgUcbK@rt}LJ|@{kP;e$X$kc_ z1l33o+<-b1Tm;N3Ou^IbG1j+~%rD#NyX&uf^;4X`-g7^3WQ}TWD8TOs4DZrWVCH{1$-93kT_|wWb zF_24LBR5^LRC*31blw7flO|+gpMUIavfozMHEwU}ZF`ouxye90v(hUr&vaM5u7>69~Y4v_(LptjcTG7b7 z`Mp7+6xipi7L=6}FII|b!nwE|X(!KqfmLx3axj}!2CN(?CVffa^B`$+iUTBiJW`wLC^ zkv$f0t7rROxRjQYW=;&!KAyJW4_ff`yqKCP9;Mq2RW)?B{ zH+_pv8CooXC4la6?Y*`q25fD8pqLOiM?>q}-qcQBLmND^+D)(0x@6(W-eb5;$HA_h zXd%~-a=1RFJjEu86rLHn8>5@HbSj2AQAnLIZ*5Ug>|#Ey&eNKH1rVmx5mF_+fLZ*% z@D)!0n<3zni?(t4zrLf}%IsYG4;wGNbslAL0#*B1Iw2!WIA0$fHOgP-zZTl3Hk%p= zCSNc*XrSzhtg50TWTiO*@;S+e2a1|OxtS1cHR3`}x`*=eBJ*SNVA8?m_r|WR8mHsy zmcQAbYjI`4Ma{+z)s9J87UA3OJl`Ll8Nmm8PPL{Zj3t?)!*(t>Y0|$IeCj(Zr-s(1 z;iKaRIlC!vUJRpUsB3?M5n{*t&pgFm3QbrlcfNu1hv0S6j7QNhplVb4by#RavLO{C zsB^qY?ATS|`q#*dx`mkkQKv2KV1%>^ zRVOK8cI7F|g>+LB$*E-(<;IW09%OWc)La?cryL+Vz!%tzM`PMXJe5w9OpD_^1&F=a zKlH+L3R+S*!j6MvLdSDx>e^Nm%DRDRBjA*uV2@xF5WU?`J3W7_C77nVIWccC2)8;mkHbhYvo%ga0z{V5 zG!IX*Aak`VpJ$P|Sd`Ucwk?@aL+?=Lox;sdK=tN_)8p9T99ND!t+c$wX#9cN^|o4C z`zM<4D~g@q6AmZ8lU|qo2xW~YW!7Y~y&EIRIg)*a-Zk-d=+bo%a)JHxc54^PU9j)` zCBwhNqr&PHtutTijG6c6^{4?%bSh%X{Axwgq?Jw6HB8J}*Up0XTMC0e-MofSGkQTy z2wP@k1T9Ro8b*hrnIfEBsK;7GNw{CduJI~v!ll=xg#69mVcGxvzRU=}BSpVXj*Qub zGK&Q3ujOwH$^F$}<2IS^#pJdat~F71&1j^N&mI`&yMq1n&F*T8Y9rRh0@f|Kkgcy^ zZlq14iVoEXH^!JjBW64t?eMzAz?GdRsldJ$jnwXG?xI82Hg-1*NF140N`WV zANTo#So>r25R`pMrHLTmuxcr4P35IUZmFRXhaLTSD?@dSA4<^7)Edr`GU(+`(7LhQ zD~XOl4Aw~UZ8pen%o9=Bm;A53=kWacU9l$PXK?Zlf2lTr+0a zKgFOUy%|9b!~X1pxa>Qf52Gp=S2;or74ZVi2e3#foRH1tSZ!zC?I`I$&s_sD z)ki%KiGX*>gs&Nh-c2oC%9{vPOP4QPoeJ72#bu8!C#kwOyvRKWF6l@8PUi8!Yn+cY-b~YAF=Tpz9GKQ(W zjX^d|tgt#3(mXQY0MD;}o_Z=V;$EeXDm;`>5AHbGZZK?d@=HX{4w}BB1S>llJLcvh zgy-mQBaj~*m{eMsX(`!)Bc!hI%wP%i%p7V@#N+Mf;k$>0o64cO04w+LtHBGgGw zai`TX)5vDQhfczZpsWh1*fZ@`f`dcv^nXn7=mPlz`L|zQHUoeg3^Sh*-+mkN9=6ck z3FME_dhM+pid#ZQ6YL!Z;RL5>*>7dr1-r?=_iWTH6|m1RwrXlsEm0g(s*!Jy#SFz_)jzTAwy zTTywJRv35XN-|yeTxtG2CvW5DZsPBI^StxjExWeh>Sg@^1mVx=ds%aA`-})~W^o#6 z#k+9ysjpk}H=L`0cXB2%4Id8O54lY@w2pl_-8mfsh~f0az2b-M-;AKYMH{g6#$r zC4?B|oHolK*iKX@ks4i!4nq?yb`iq1>qCL2e_&BBFZfir_K+QT0Dd3vu@t4u^e=aN zbBiJUebk1?tECxGFNJ)?+otJ0!{K#=>|3Vy+mkJHPBPnt8aO0415a6IQWC$$!kFq> z=Vo%;7LN3a=(IyW8Tskq{e2i5_{le2Lt9RC4b5td+Z(g1`^@SY{Sv8>vLZg7mn{NT zxzQQeXB`LkQEP_Sdm3N|GdM9(PeAU5)V>7^Vw53mlH>SbOcty1b|D zN@^_yk*ZTmno+8dDT}W`p(I7Bo+$ZD4q5m8)A|UJ=394vG1)V40cvD4jGfh=_EhGc z38`jrV3vJ(vy(y3gI14->t-E}X@BSHu5pj7>|ziC1AfuqX(Mr`9s;5E^^cq%f_HI# z=O3JGY{n&}dFyE|NcOAp_R6~s+Jj0DGHxOcZp^YPEZbI92r`YBgnmWW_Y}KVEVy^h zsUy0NFITu5G#}i!FuWt-<5y@6H*p@|lgca=Hl-*NOcOTm3LN0MH-6}VSB{Rqr6<@Y zn$MnTYvIU$Htx{G}cC>$u$#RBI-AwXc@te4c- znkPVeV+9HS_7xrg>x(!hZ!BCmtI`AFj|1|DZpr{E*v;8gsFX=9?6?s+XR&qJ_v?ZY zZ3DYzSgs-kDN(jSY0qiIOHcHx7~BnFm-v??r3`zvUnT9n52kdlJNtzDcZ_h7B=FP+ zH?n~*9uaHDEdO-9bOfh(jh;&B4ql|Z^cW}zrxnMLA4 zg>%+;8rj5KKuzi&%%C!SQ8p3!Q6!)zzfSH z`*>CoCJr!p#;^tHHxTm_RpCsrDET%l^I2-o_LV5j1(?x+EJ1}5Cw^kFn_3nYm) z*dl8d3#}Jn>A#Cr+gRz9pk5fDmhR*6s5z&znZ`&_3vql9dL$|Z#0k_wmU9O6QpVG# zd4Jt=HW*?XH}WD*%);>xM6jDD-2|3kr&i+9>z?4uMM~EwBL`G3$Icnlk@L?=ev%EP zgyJNen10GU0Xk(1CydlU@*s2It~!iSIV z6Sgq$u^NFP-?`V|D*v6fOm-D5@ZyYMWj^t{FZP`Py4PD)5 z)x-Vrm!6TBhQRSp6Vt0XjgjmYt!Nmga+DQr z?ySkMz&3xTMmNx2tFg}+-mr8y2uAHJ)jknB>oUx*2JiLwJe+XU4+4=?LOVBdZg&uAz%=w`q@`SL7Fa%*^BMxzJ{d)s#Ra&nom1K%~(%Loz zg&m<_ z;(MXywQD1`vj?%vE_fE?ss9nPfyr;!3Lu~Xo&rO6MKD$ss8**~7BRMMsRX01z{(ZV z?EktJ1Ld&2ABSdWg(k_H{kR-9aVHR%o_0VEASh|_-DSV!If^`^_K_)!A6gcrOiFnY z0?V=*EqAMoCGwl;+zoN7oi)B+Z@?>aotBxmiNld;)~?vlA6Q$ja3#ytv|b&SqD6}Z zZPVBxw?L{5Z40l}t{zgv?f=04b_JmaFVYHE3;PLwxQw;^r#{VG=MPjYRM@^f+(8eS z!5HC3{5E3%izFNEKLryW3=wQgYuH`6(yhDceA(REY+1YN+^zMuTT8Rup-2)G3^_xeJ^ZD-aeEi3f^_^45qu=Z)$q=WYX7?9Yi7 zArZkvXpueW6TrrNS;M&rG$7ZX3o0eo&454LMi?V>Vc6yb$n`uX zzhPP~_SSSlk;=Px3IXTji{P)4za&cthzcidf1NtaBwVlDvF1XXeI>&*SO&i``e__u zSjgfWCZhR(JL>o9rfWk#`3wsIpzF-!2u?x~b&=z)QlFy_fPLbCk(iTQBCa698IP6F z6rN<=tO96Rd=Q{MdtiKtSzBETy39Z<*D4ZRz030OEg>}jHq%H$R}8>>`NofB0I6ov zOk?ZU%~e(ph}pFOwU#kReSUgpy_VQ;zhH9;O8=-F!%=x8gj8kjP>P)B`gSSLAKb!} zf1m&3sYh{Y-e96PUYbBufdq0v1O!Cf$yg#v0G4g5NVc2DN=~VDE-D#z8#tRSQD!tG z`kj&!t8TOawnrDfqqCW}WX(?enFY>{wX#|L^iaqY9qI4br9yu28O|-oLflH>o4@s= zzn%FWsqu{Z_bU!KS$wG`IJOl7dn=zY8l?s1m4TO6vy&kSImz?eg$=zt1@@HDicKd=m=7;yNOg2Oe=byPUWiQ{>&--x9~G+e;Ri3R?csE* z;&K^s+OhFX=UFXu?!GL&L|N##94guI5+R zvQbCjxEd_;=m+yHZ*JFi8@)G!Tm6loeT{X?t^k%zoLSs94$Y2&G6tE7iddpi_$P6j zl8e30j(hIxbh_WKg2y+};U8y03A;;Ly=`My*kO3Swqt z~OEu{^!#|7UpNxV$EBtWDcggCWL8h zgW?9#c!L>RWFt(%5d2Sm!f{B8-gZTQGC5;?l+CP{ES0sOT?~^aIZ6Z$0wDXHD<2e z(Yr8jhoqfp-c;D;{CNqMepQ}H^EjI+@@tpnF361j$Qe(POxj-z!^?t#D~*+7YInj! z+o9yCYm7Xd1nb|MGD?%P*5BIhaU{B3yCI@RlpH#oVB=Ge9EP&}6wN@?CNOI=V76&A zn@sn8+$X$l`0D+Vb?Jh>!(S*~)HjuKb?F~KABbwjx(+?!_){J%tr;y?{h3}cy|5mb z=CBs9m#{0?N974tJ=QzBjE;wSCD&JB1|Kxb6_8mX}`vCvHGQ$6HfQ(EG z9RGcS#cEr2$80dZZ|dg@ei-p0J2V6k_1V%3XxcW2=oIrPqFJ(D(%Wuq(9gDhzVMWu z*BvHFtq?hhq={TSd?Y2Qqxp*Z>QnT!&7UX6FYLRIIwU7LS1UKhBgpZo(71m1l~tEp zm$vlD-FNX;8`=3D%X{k3J64aCeX6?IxTJ0(f-mta@GtH&gDnlcR%m3cy1ol8w&i^T z*|mMce*@a?R=v!7Vo}X2Ec=?r8YqEadE)Q|T*qV1m z2=4d+7zfe;A$Bq}vcV8!Z&uWB9t3b2h7B3`0gw^kY>Y4EX9}m7yKhCQCo{$GC!fVTh-hsI z;{-mI>z+bX-@EA3?(uJL@A`W9`&Fdf&APA!DG<;OEgEHJ&>+u1G1j)wDWoZ4Vtcsp zl_vz~mQ`n2+Y;vmj2$_8*kB^#4J})Q1T~zNBVlx}f?x;1el+f-y01kTF*JIH?uSO9 zBhjCrq{|m%sw0%G8NE0+ zfU@8|kpuarTo{Xb=_9qoz}hIMON0XCYDkNB6y?y4VWst(ow zavB76#(_R*5;ZLKq2RTQco1a%mpEtb*$hWH-T9ZEM=Lxl3d;+|6@kc|0Z1nFLz1FUVxA z!128uoV{DDYM&!fbs&4y6}wqJn?fWNvNduC1&BPwaC8$Sk~5j zn{G51X}3av;;rO3vN>Op`bznVJKt^Lq&aJ(g}{TfrGAn8^nNE%Xf&6>2~NSrSAtvi zk6_h4gcM`BDD(tGSN5WrlSplz)J7?)gsSKSTuJ44kW1hwH(>z?U(rWDxRAvH12|f{ ztGG7~4rC&Y9ZeIYs7=XX3Ee7oE}| z*`hUvoKLu}{2$kj*z@)?UA8$cnjqY>JjeRE#_5_yOr+4`i0;m;tgc-?8wwJVY;9ki zy0Y5IMWxFo0APSczAMB31b_e4TKYf39|JS{e}}&uwXUQs2AJy~RH~Bc93cP_)0YaR zu4pDpCQ7CDd-(G;;ckgZa(yyNJD*|!hXw#N96Nn_Lyurg#PF^3sWwMw!wsOpFu+y; zM`4L2?HEtF7wo#FoT;oqG=lU!mEUrosc+g!+6dZG%qb{|?j80R!CBr(^(UIVY3N6L zJ9ZR$_Yq(p@pV)XQa6~RFv<(TUD#YMwJv-9~*F)5-f0kNi>s6Y~8^HMqeE(N|1$*MOk#$bY37&RE2E$y+r^wO*(7 zFctP8JVU3&5VAP&4#@F*`izU-u}M)o%_q#{ib$-37?vo8(^Cc>lQ1Dk8iFrkSx8%? zAd0F9?~L9PxF^|ijVi}@PjXV>@SA4nQu}sdGob!9$5>6~TT3E(+NDbOh08&us7qE_ z0qvX>=31x@2QgWb^(Q>Qt~)DpOL{gu`rIY~2(^$IR!AYoFs+hR=<-XFg&FISAS6UUd?h#t-uMURNPa4?%`E(C--kO^?R= zWUc3tydtft6Lu#XeaRAexvF4UP9wGZ!Of=hPdR(D_0%aw9ILZOO+%vWWRSA z1zF{C&~aJ$tbe-I?lUkQO`h$OanXP~Llk;(YzuPukhUr@D*b!*mjbDHB7E0ds=RE5)G*|z-RY+W^LRVDStO}6b=_#h-~MMqB&bG_2ni%t;2u4puntO{ zW{MrrYffZ<+Kq#cc@Ih^HCloff+-nUg9Y0S8EBPR?WfjscvgZ`JzZi##e_L zfZl~jrHB8*g(#!0rH%E%#y`PJ^X?Sw>y^22WzMSHM_-86TwUFuZ2Zp(nDXCB=l{6uf1$3TyuR*JsymghZNg@Hm5wVN5>-`A&CmwcUe5lkd&C3$>E^jU^!tD{#B zpq%w=9}I~Yx;dL_oAQI_*b@f$oOg$LBmc?2h4Ab)(kT0I8q2U$%}cMCX9nRFB+vJX zvmKV8Hl6-(f`6thBfgO{LKbu@PdDkBA^Qr@=`r7lEb;Q0)Z)&+8~?>LkC+LoMs0zA ztg*f*{Joi8GRix-QJ(Kb;up+}9J+yKG$xxy^=0#w5}XKNWo(|$x#V_3>lYq1x?PV7 zx*ZH=jfUNnbo=PwK-K&S-=HWUiNPT2ra%=dQW)3Ee9n>>>TKiK$T1I?hO)la(SV*6 z#uqxl*gFwhgfDx3x|3a})Ra5}DRb3==ZSnEucJYN7xC# z04sLyGMkPPNVpf$r~A&)8o1|{v5|{Xq2BR|wJB%rR{7p)z`(T9cfpmZcR}M$l=H}G ztLE#63PBDch+ASDb(ez5HWj@JJ#wYq$qA-VXv|vCy^dE?R4|&&vz_QOsksZTq{ZA- zuz%%VZPu_&^|`2I3?lSy;&wuY72b(zg$iUU;vHw{2LX@~)iGZ&sr0c3v+|;7xi4!> zwTnjKTFzTkmLUR{&HF){_fU_CvYiD#LhA)zUbPCD!r^XCon{OT^_bm zP1bgO1QRMf=Ir%gOVZ7@ntSJ_@P?Lvb34Q~z8ncn4mCUjIwITFc1db>sCCaykvu*P zpVi|1_TO1DM^t9oRx=>a9T^Hxq5kyyq5p}^yTek?mrVZ6tMD+oEOx<&DvwBe+uiqU zG!X%^&*_lS7Ahfoc4CI6So372M2h6XzVTx2OO)87zEDfsXg-kfqUZ{1j8gBp3g6vj zBfooB8d8nz@kPQi>1<6rQR$|RI$)`}>VMYUK4rYojWfzQ33JMrRujmExCN)IFna$0 z+cOL}c=afly3AsR3H<%I!vv?9Y9{F%+4Zvw`v5`_n)gO88rn=?VD1e!4PmWTiI3mZ zy+&Rkhs_BR)!CGPm2eIssr8BxE07T`voRztf5oy~6nrhX^A2(h(bDB7iX|F6Nzpday_9;8Dep8B%j_fx$q z>LqO?pEW*ioWX#XiGc<6oS8b~m`zbN)xvA}-Gy_@^Jtn3I+_n8_=>UJ2*_$-t8{}l zKr>>U7=o^YZTw^Ao%L#-X(T=qi0~mwQe0X5-QnOrt=Si1F+U%B{?{#XO!QIH zX+re2Qi+tFUO5d_VkK16iBw7Vb$zpjmY!ZEUD{d2@yH`mhfquHvx2IppqeiPp zqs>Yssx+x&4DQL{Hqep1XU{Pq^fGt2qh@hO2G;wq*V)-o>pND zJ?-3IqY0(RP6bth4MO$FDe7Zz63Y^(RFmvx5xPtyy!eJI5VbhhLo%6A_5-u+pbZW@ct)W+!I*-%RGszS%#!|DE6G_*&JfQb}q_-CfnCLRf>gE08x6 z%~zyGiwv)=V?jO!6K>-fvxVPgOjUA8_qs}k+V8ThQm`q3-+A(GpODOI=SDur)9r)M zC}qit`7}{@-)y;Z2+EkX&P=+ieRLpRx^(F5V>Pm|M@Yvi9Xk3`_hZ)fK?{OK)aEv- zrd3;e#ufIO_Q&C(S>WvqMv>|@GYzilk5XvhUsQ`^bql90ZHqz)1feMp$QJWCX2qR8 zmsC{^nB1@?I&MRNu{+zqL8#Cvoi2i9TAd6r0TmJ~7NFXTRZs8RSn-2c8^J_J9J04s zxzurPA%bb&A$(05RD4q3 z_;(n3q+ZdDPOs!Xk#bA^%#W#s`|*56)X+(9w>d*1ut=~Z^+k*bf6a;?ne^wt4X*r6SpzOA9RNq#qf z{h`FXXIY2B9;LFGXZ?i|T)VxBKTNVY>-y<<_iY3C3a}BX|J4T9gO`A8z?F>6ls%6$ z?31mK+({a+#|=%lrMTzM`C9MiorJEit+z!qhD5 zgFTpvFE_*f+v|Rp2u)zh3#_Wfq?KdiE$_NLn(XmsQ;@8)<@Huzp(Kw)D~8UrlM#MI z`QaJf5aagP8MzAbFgZ}Mw{?&#e`Pm(fkm}-HLxDE&p+@Wx~bLt?a3<-p%WY9;u>~I zI1Cry5#YWfufywMcZhvY&`rPxwxW=+NBHm&4^f<$Nfq(ZP zbMNk(a^s!(W>S(t<-NnQY+vmDoqBLWVp4`y-^2{VY;r~pjk+kxOX-e z?a8|wEWWQS7PU-KR*_hU;cw`MKxa2g-T!nyVEvEo2aK%$?IpM6*GumCA1}F@+f>qi z6>}FmpILcyiWIjAroKU92q|vZvQx3wNCJW3=QLAi8bU5M2Oyo?gO>}>^q!e zQ~*6W?@!p%#{~FVJdVjNUsC%jWG9i)JkQO`ufJ zi8Si2$q~r(h*9oQl=6Gxj#6awhtV&Mu}8Z`{m7BjfW3?hJMscyh$B5+;f?0NF@?-f z&Q5!~4+V6DN!SAV^QMt4NGR{afFp>6HGHrhriPGt!OA0@GDwK^OXijCx}Z4a?%IU1 zk>n^eLdMTi(I<=;nI=}30+-;sfy|H(ff68@%v-HIO>h&1t3@}GcbAh5DuP%U`1Hat z;5`}VRS5?f{In7*js4{p6`5x}iCltO(r@=z3Wb;-@@|MTPPS=&hRBP;2j%mqXpAIp z^>YMWcPHf2;As5R*9t0)(5-kpM9SQyBSnes?CkCgQRuORr9lSIjjC)y-Hk*g;?PTd zmx0~bbNNVtXy$aJDSJFrLZ4_!Rw{>JhYIuIWyTu;3u}=K#0eRIweF#6{+ zICXX6+gyxLhPp+RQCU+}?W5RA-rbs*KV$@#Rph+DDv-5EPq<5d@SBG9f}?DkSbXzW z!GV^HR|*P~9f&dbZ>c8MB+snj&s;POpzP>LBZF9qP;|MgWu6hY6m+<`v-Yx9q8zCT z+isar-1aJSTx^fy_Q=s%G}kt3>=$#nm^x$8d!AOuPkRGj5IZa&zlr84wtfvUUoS*K z3Ed{%`z|c6^7Tf+rcz1$lV6318FW`Xk8=Wsy-ST8CtcdZMDva`tEih%p6-q!7ejd)zYVo*}ktG z|LBjq{k{iCEXp72_JL2S+<5NXaE9610SG0(l+Jh7-Nc1wydGb%J98=`LYR{8Myc`_G~a z6Z^lv?neJPgmy`zs-3|F4;7z0S1Rqd&ZT!CjqwKj>K%>&J=!4)GpXqt*kxSPb$5LV zUvghhSaiI5xO%t`6JI6B*sJ_t(hgF!{ZU$H3x&0Fw`16wSTF5$K5WAj`>@aOuMebO>r1YbexVrK17oLx3ss`j)4nOmk`9=lg(Y``7jD5BgE?} zbnSR+1e?{8D|Kd%K5#b``mL8X5$nL(uWQ2c=gZNk@hw9csGt&DT!zy#2}TiVrb|SWqBgu)T|SjCInah!#>HwfT}s@ zd{X-Jz1JqAjPnRVV|pgfdO|F8qS0pHZTyvGTPB7pz|tJ^~uxbO!! z^++@#E)kzrN+~MoK~>xjR2PkkhxJcr=JcI8=}W2_qewSGl!$B`rokfS#2CarJKJM& zNit^QNRb~ryLRN;!g30AOtXp-Vlp|iBbIvliF29~<*JJkI8=g!y@W8z=3+vgWFip= zWKV)APJffBGzAw`a{QKV(IZO5!!uh&W?01 zO;e!73kSFJoGF2!iggzn4nvLte4dzr!C@c9_@=~C3o$8>Sxkq5y}yC zBI7d%MEIWYzl{^>q$C3`(@JsGX95-iC5Ll|`Dc_bfeS*O~ z`ju&;SAR?kJ1uB(37SAKp?-BKcx-9;fWalbK7^tcua0J?wlOsfB^U*iTWj7NR2CY# zW=c8AvR2@slr%M~D*q5H$Or^9{jpGi*_gKQVbuavnc;$=Pfb(H?TG0%-Pl1~TrwW` z2oZ{K4u#e9buGENdszf{a=x59xpXkw>01{C=g3 zb!N-r8OD;usjCa-pkr@Jmb7CfHxp<4q&xeJ#rCJK))Q7u5U5IqsX~H1+DCP)0X&=R zd(3c;254>kL1nGb4A>3U$11#=E1|St7_LDwT)P4*=+jkSP72j=P}IJWxWNnCooPn; zklv)%_)x$x^{~slv!PgX(kp&NEj@O5qUi!^HN0^8r|`l4pM(!)j{o&#HCoL^5mf{I zB1hu>D3OVA)w)EE1CfA`u&g<<3=<3s35+O^5Q^kx21{@Q$qj9-InbCCIlQtb7^DM9 z(U*`qu1`ahkk|;_LK1?hj8r>n__&;B&OUB#Vc~7{q^i~L^4R6#-mhuG!%3F3%Mmvh z?Vu3q=Y9QVdeKH|2L2b>pDu8bGDEB(d$=)&1*ReqL~3w#7F{QZL}TCmCkQ&~8N~#& z(h@VXQj_D;jjV8xQOyC#$*wk2`m3s{QdgbdQEKj@WfY_(8?z?^O#91~mFJy?u`okT ztl^T3(_4VDB8*r=$NQ@vF&m+J(W4j<;cn}@*kK)6fDgjCU{j4~YTVK>4&uNglQqAH zH3I2$v2=-QGNyiNFvj*J(~snUG7U}%Mir`yN58;;7X5Pc{fMI`?V-psFr08C0;lgA zsYq+Q#PA@pi&SEfT8~^*hC0(%hgQqh)4O&_ng-gcJybr24X+nmZ9HAiOBF>4qnRFDa+bc7K8twu{ zw-$o%2^@amy5Tuc_ci<+tWW1XZygt`sG3~3UNB@ph$^gO&~9AZpTe0O2bG`ABa4L? zhuOoCK>f+$QrzW+)W4`+bFu+$C;PN4o@QEQz^bptVUpv-q4PNX)n@SAzx~DDyRQodO4`^eZmD6(p?4p!-cw&~s>1ZXHMx{fxRcY7-cnjp^(oR|zcL>qyK2s#f z-phy59cU}TZ@?6M6D`+1MK{sWAjET=DlgHNZO+%C6t5>a-+p`-40vWs7#GnxQ!emT z(UP90mm1oqs35|&-H`1PuGYQ79*2%wuiO||5c-5^e{*9MMUm$L0@?iu$z4{FogD>C zgNzwonUJM^tr@+Oi=35qFOtep%6*0qW5qs&n()&Ptu(`rC8G&iyKDLi<|>Oxa~iB) z0&cN|-zHX2z_*{1+$m&0=H8?#tym|aNw;8uNd$xE*C*DJ>ul{-oaQx%kdNDq>5?st z;?N23Pat}j>80z_7}gesyN%TtYK^9D?^$WZ9Ko1}c`RUSE0<@r(0B^=M+=%(nP+@> zvzoBKJ4E*mepAziAR+22O=f!$+k+c6EWb{lKxtDSt}G%IAJ^lrWukKrbKPrjswJJ4^TOwpoOJVK>p_AntQ!d-teZQd|`^c zi6*6xN609F(j);M|Im=`r+{`dzs?9V` z5?gLIyPSWHahs%BO1MdqIH4w09tF%<8X*akVmR|`)45&!?0{YVk=O{<>5Yi3#YObt zMzB(Xt{Z#ooe3y_)+7yO^u7-;w_mCNxh0Z5pYJv8VV5O=HQGeqqzGz5ea+(C+>1iP zSXPc!7HX*gS9M!3olOQMVLv1j=UDCST={d_&HYscdEZIe`VNP~G?ss9uW`<5mnA;< z?yU~Pw_Ql_E)dp%!>l?D`)PE1eSAzo%HHG5l65m-umSz6pAk50m+T^_C|aD2pSWpo zFv7aF3th-Kzt5KKG~VzwzV-LJi(Vt`=P4g8BPSyzBAZ%}Bo@&1xVWQFSM%>SBg)BZ zkO!B5^j{*YdGRg>D(l0LBjZ0{u>I;WrKU2?=JhptmyZsr^gg@Z$FyFkv!~pR#SKfF zt7b5@WF0pb)h1!tPFx3n6A++yL^1NQWkfQc${Z}!p|4GIz`qQ|a-K*N<$9a5Y~#rc z853Dc;||~+dTtU+J7^isZOQXb8uH_&oQ8h(jG>t4wj>I;Jb5l}WDoElQ%TZDMQ4zB zpK(gv3pY6YuFz<18*aEoOU0(_`?TtTzTQjYTC1-))SKIC=D+8VvA@s@_6{k1!I9j) zI|}>!Q0#@(m6)^NjdF8P4NNvY{e?9Z(7HCDd zYg?%AiiHokU@O4iyj1Q!=pa+V7e{RNGLqfF!FC5JX!4ii=Q#7{=olA^ZEj^6NwT%q zR+1ytLYT}mT1qWAf~nvD7Oh4iIWZ&L!L1FPmhq(@nO?{G*JPuqG%A{zy{_bu;uB{djg&0K zb~;dv2gZtM`|?AD%g*d=SZL zET`zwMTKNp5irr_QjGW6^&o^wh*O0_rAwO0cFtbn3r=Fj?v+Q*t&SLOa{U|2Kw-#_ z8Dq$y@)4#yQ^OP%sWpZKjTQ2i=*j$Rl;^i0zL{{3rllogRr&rCMvWfLIv$XeD^|?> zmUgD2Rq7Ucdsds+KNw^;Xa!Lwl7yAIU+jlHNVuXTiE}1kxGdV~=e9wi1Ka|52 z$CR+F<)96exPZQ3#6xDK6iRznizH)!Tkr(yo_ouF7Ulyi`f3@~2YeO02RyElzeR_U zoTFu#HJ($T(YHeBEmCheMTw@9nWpY&c7#HqjD3uhazORkKTWf#=f{tcD`MBFy_Cx6 zL<^%V3hR^{ou&$15GhHTM5;!sUnZp}g>Ia(hBO~Q%2xCG-ivmHox_y(5kdFk>jDYc z5i}ZfOBpO0NsuOqk$`F!zpBs|ljL|Ka?FVPh=Ee!h(wrv!*f;S8&aKy(B=h2i|^eV zESW18SIep@4wob}tBae(l8`|YwUKjdjr)+W611vv(^$)X=65BGZ{ z?2zAT1Ofv+J9bF^(=+mav?&)8Bg@}jv9mSW5>MIT&M!5Z>sd??p#iVho76wtom%Ip zUqGLJATfZb)^lW_=IGr5gFqevUA@9<62$9!22jYx-BrBi*7N3s19quR-h@u&*xOH- zt(>a4k#Cufs3?8bo~_ih1T{E)ZNKHvniwAsxRX97nDeuAwwtXhKiTY$anQNlJj-=O`YnSpywF`8>Pc`{O2t23}ft_uUY zZU%HD>QNl3G0G(1IDghaI>evj5_vV@Z`m#d*e*bYzRU2?Z3C@ca}*sA3NnQcf8w-;eegGbKrzjEpv^W3)(2OCxisRkZvN zT9WNOA0@=k85ud(67ABTLJZ%LY|3W9%moNt1q2%nOLs=_YfkRsWj|Wa{?Yy{j2Lg@Sl~5+I*Mc}|2Botqk*B10z;>ML zB_V1kJUex@@QY?26p~T1MOL$vml|4#lEPYLrSABgWL}z-Yr1u-_g3ObzPUBf9=?^} z_0V*!EzF&1l{$gx7N>vG#b?L$;%j;m8_d&{C7D>9=J3{JEA>IWNMtsl zoUgz3umB!gFhM0RrxK_Fc9$QVj8YoN$!s}cEq-Mal2m`CjTkQ4%1ZZ95JzBUISpY9KuZyZ&HB z6taesb+0hQ)cw7ylQY%oPQv!7V_bz&6haCVClezF%il)rGd(TBJGAQA(-V7dpnxD>y8KV(iz-smAjh3tPY5V?7lL_Gb5foab2leu&DXU<;3hei#3w5_q zOL3;vd)@_~h*@$GFb(Oa@ksKE0`T58?wkg&0aLn zqUE;yG`XbGP&EOt`BLrgOBXHQKt~ex;u00RF(ZP&McJbblr#bF>rj9V_Z;P2h6Zl zS#6~KfkW<-unsAy9LC9fKNKFQQA|2_%uHgb77uAekg_!FG*Dk|UMg3z!2+!8hnXw0 zW?yr(EdgBQMV85Cxa8SSXBU(AQQy5RE=P%fzO}#jKc3&rj;Lueo6X-2qB8TKt#i^P z`0VTHntbr!D2SL|&j77DJd)U+9&I$DV#~ zG1yw`X4XviOx+p{S)j->M^;fR^%yM{{um@UTp^F?7HxW_w^Anum*r$p|nVZ_BKBU{3YKN*fj;KI=+(3)IR zEu~_3mJ0D6;&u$`t;Y6T#i*P1> z$+ub^@}aJAkLB(0(ByJyD*_r(dCDp-V&NJp-q+NQR`3-Lyxnjw=$m~) zsR-}wzieX*i@6ntde6V|qMRy7CETaOySH>+Ey= zb*lq;eeEdV!S@{u6NtCy)%~C1&VRIEgp=iO3r2j^+p6XmkO5aT8gb}OEWHR;G1NzFyBc<#A~KO*h{@%PaBN^auD2w4-DYH z3E=nHG>EXoWN=roJnXX|*wb_M#w5luES9ShBOQv#kp7uXFt;#5!FYZq*Uo_)!+}fA z1=xp4+W}P&R99>|`5-EUAylrVDET$3RIjL=JYLTswW=ghbMW4PhCL7q52zKGTpi!U zU2O(Ae4r=|mrxu!jnJAE8(5;OU^M|)5%udamGsWrc<^ST$z^A&6%Z7{+D&1S2U=?U z^L|rgLd3M7sWLJ>n}4zLsgh2RTy|XKEpVK*Dyy(mQ>4|2C(|dUjAeWa7a@)wPg2R` zQym6IYhw*C1Xj}nt7>i8-CqBS`R;BY6W|B@k+JMhIb|w`C-j4S15LCpnAA-w=|of$ zdV}72m??5?u4UOYP{aM~7Aqk=nhPcwm=a<#dFl9;H)n%o#R$g}rI@ClI(AsNkOqlV zyvpB}dPsTurDjT4cAdFW5@{J5g!*Jb-Gx%r6|Sk4R@%#0?P>`Q-XNPEi7kyS!@~BZ z_;Xm{ykm8(5=fTNg3f_3cj_9+$3)^rso>gYaQoaUtu#gbC_d2Bt6a8pLZIs>-{Kxx zC1HMuz<2*RuTqQlfzHJNEr8bQgYU>`K}g48eo(0q+B0fcyw$l>#Pw@;5STAMxVVec zsX?5DL#0Vt_nFfE=R94Bk2{ZGt+l;9x}^&CcI{cxvoJY;1+NlDSLrf=8t-eUJfqq)5rqq07O-&)g zSqP<+c3L3+IEV;dX#$j3BMJro&L-B|u|7?#11VmYkQItN>4jDm%1|7}RZ4(sY}=~y za5L#X=MVDkp9Eg4|5bHevP{g717u=!=GBb7-$|05sAW2gsQKLDe);SAYO#qhne_L| z?)^^u7o?zVI99@*y;OnEXGV#aVC?rd*Pl=M-6md941w}Lv0D9uGcqy$XJhYdZ2#Mb zVyb?MsP|YK`xoxOz0gg1tRCKN;WuPZqDYD+V!XU)LaYd)g&+117@<4~Erly$@b;3E z5ami2OkXeoQ)M2k1L9X%5PV!z)CEc!Q|Qz=GxHt{mrS$m^^b*hJZ&tOXC0TfJ~{VZ zlETM;^!Z%eHXTmK1uaQwXc+40v}QTV@kJ!XHPW&@p9R!j?>ek`h34?@J|<3Ixpf^o z6=t&L#QiKvPPVT_J-|r5HL~e>Tq^4OB>9+uI!bYvvX}W#oHa5ccRKR$*l#0ETTGUk z?X0qanxjBZy_4qoM!lPsJ|de6)AH0g?Q4XU+p8n{7;=+~u7Yo1KRnFxb+pE}CoTQ4 zzGo-#My|MovQWxCfj4fFY9flh<|@Rwv=+X_EW|5>D^*x!88w)2KMLxKh#aX;G#H8~ z94a`RJe-q(ID+t?Ec}tQCY+G@dw8+5F_+M%5nd$eU~=XN>4MMEBr?NU`Vso0?fBH_ zR269VsP<-o&VVF#wIch4(rOLLLaJD9X*r_b^0O>?UgvnmR(IBqMV?U~>j484Nxm4( zvvW6kWRi#AH#{G(#lTtHYBhCh&~KSQNVFLV)Vm_lhr*!3HDMo{gQGNr4dF{VF&uhj zO%ob~N~R1zkCBGT?=_mEQ%JMjs7b$$4uvW|l6Au_zL(IOo;8##s9?nTv=Q)F{Xh_U ziV}1WSEQvb+JvFyww;Tq+=A^`y!0|S;`H1}Ku?}+b)tRh9}|4nZkJqc`fTNLWFMds zpZLQ{Xd0UyKO+9Fi9gx0Ai#8#@^r!+gBg zjM1z@o}!5xcDDv3QQlc_*IRT|x?XmSdE~`KjmMp}5$?>QQVh&Spg+6UmE3CatiX}I zfxZ9@XFYL#kjiD?q&Y8;)Ew)57sh0I%oQ@f$u%rYV_;FO(iqph$v%s8m4g2dLeUW+ z@R-AO@p-VL7c9$4pd|2dG^Q$oFT}Sy31c(l9?>UU^KM(K-`ZRe<4Q2i(Z?e9(=Ws_ z!W^`@uxeWK9iXSUp}cvZx*4Aq1$QuGsTk3HTdl$GAt_b6(SmO7ItaVqgl4IO<)YEC zJ{TMF`E-t7TjrT<)E`&Q?v(hi%~yuiG>3q{Mg{b88k%e3KW3x!e8=wHM!TA{ zX>jga5CUYnLY~i%8!5Wh&${i>9u@}&91E3+Vw@iKK|DFQh?<>GY33fAt>b)%Zk4AYLAC=j!+NYXDO%DB@$x`KV27X0_3x#1f8P{~E zxa+n(_Q)q#kXl)Ph)^1n8A{ajkJTQAJnTqhEHYzH=L^cjKf5 zhcG>8hd@%gHJ)|i2Yn}&{#54pC{1^UZupTWq4IX%WZ<3&172JA2iV~d4<6VFnLiIF*P`SD96!%83=u$wB|zEnYA2}7DY*d;`qt(dJh z$3EH7jD$?iAFhg*z86tfBKi?Phf65TO!W@^6jvWfZh!2{=c*A`u<6xN-A88vI@MHQ|6%>tppp+ntvD)dt-nHVkq<4T3bEi-pO z(5H3gz4ajZv`$-}`(DqolDTuW;HXN{uw!Hps-dAl_P^BTT$sS)f>92Z`(!l z`Sv6+$7~{!B8>>OVS%A{*b{}H57(Y`>rfd%@MwL5@u;U1Jr%tnJ3ggR-xV^#W--BL zsy)!axbMK)I#sG|QSeOGoFUWJeB8)yIb!A9F6_R4%D6=aWjjOF5d))klhNRKpIWbb zUy-+O`rNOC86PFI?N^z@UG-94n2{tx($cur*sXpsu4-HLTH)Vx0iot%{+t1-{eTDm zQgjeubnSJd_SHk#uHg{jUG2VtpGQ7*nMHGkhp<$c1g-~~;;}$Whe!g*7e$I`AVILT*8H>E zXa8_z6Q>lBoII}mPjVlbK912?!NXMxs!ukf74?=6*V^V|x`R@MAEpNc@6>>*wgEDV z7IQOj$YH2VokIUGX`kdWcREano8@iOGMltdAz$IkW8m6;AiU+14f1y1s)j;El1K=T zpibGo1$ThFbHqijRZuXa`p@5CW zq2&~ToX+{@xFlHQy{|5H&TClvp*IIgA7L25rNyrr3-3XnoaJtFWLn#OzOLRox4Y^+ zhK4$?uk{($;{ZNs3d7Pl*!QH*CMo1Ln!mkcf{K`ShB z1%ve=TCdX4rkyUIr>#RwjMcg$QbCSF7P1K15eRc1Vx3Ks*K$BE4}26XjlU1%!C(TIP%H zu;S8O(H!h1+;tTtiT*)t%Qn8b>;Z%_g5pp&p3o5@p)dD3^C}CtKKw%i`JKlMAoHhP zIMi!X`+5oCI*#XlQ7z&PSnM*rGq0=C$Z!a~fej4~6dX6Us)|DF<;<27eh+KW4qnbk z;j-GJg%$-GQH&xX7D6wQ(q+Tch@lI1Y`3^=_5hP1#4T%I{NX@41k=(NB7v~BF=qoP zq&)s4bsHw5PYGo8vZwK_i7>`U=AYfoFu#d^2ey7|3(RD;3#<|Lv*aD4#+&f09MjAqsbO8jRY5(m-t zqh{Qe`Og^^`cDE=&zafh7)y;OVT0_l$ydZQPHVx#VP4_3@5?>S z^jR+Q2*~V|IN$REho?$(C)PuEXg;I^9fBi}DJ@Z+I7Q}3c*D>VhwW9$fC&Iwu!N|H z(y>Ep7Zq+L9}V@9_3^i?w;5mWXfv34QF-nGhe)70Oq-lO!kgTiGIvO!Q^48jQdzt~ zF#@?Oj2!>dgYkc~ER=(b^M83R{xl^gJ8OtLcpZyD)v+Zb9Q@VF=L%?=FcY)?0lDy+ z3?inW0FwkI)2?etM}o@!ET)Q1Z`F(Qri>-`=1{S*3P zzx%zXNj||4eMB5Ru#5U;z}mbX-wE^5Z1kjzF6_3f>fWzk2N8@Vw6(Qs>eSnh*%1uw zyhBdQ{qIc98|`7`6*YIIScH}oaJfYjP3xvltQ)!HO0y7*i$WMpI2|WFRMQ zGxPJUEcGKTK`4QjL|Hy*5}sJ+ox`ZN6Fpk+(d&kSpojnTx0OJ21L`^q;2Sj zkZQu1u-tSgoA46FK}tSx=bkT|X)jTZL25T0x6pQ74@YivodIFcjFKwG+M zJ<)bR^qXld-@yt(L-AJD@JDOCdn28Fw(kCvRsi8!}>L{0oyee>g>9oR0ir%O~m+*HIjnw?j z`-(R%BC$_aAm{LmFAyXR*iwPRXdSe6%)%ceUWka{DR{sJ-zn-JtKz`ByZknWZJBpW zX7kgal3>3dmUMG3&OK$!puBVB}*T8hO&$yO8`Q@-I4~W-cbqR*tS#4)%n<=o%S2xViEX6aVVy zuj98|j{nw?y$k&xGSZtk*f9VQ3{3Pa4FA*!pqjt9`&%PVBS%0Z#{a32oZSE3%+Br~ zTbi2u)y&b&+4c`jn3^z{*_zpz*}J*`dSqhwO924+cmcd~D>^%vx|x_c^Ghho5=vM) zxVZk-2_Y9fBM0v<@&2pIf9Zu6AR4!vgQ=Cdm#C4e89(5fm6@Z|ZL4=t5~j1+XqIE*5~HIeIx; zSy;OMvMd%tWg}B76C+zfF)uSh6$f)y4nEX+ns#($9gd)xnuu9UrttC78l z+5ZpSe{1`1bWKgT%^jTWj9mGR935=|vi`E|Ul);=;lEISukUK*YHRj~Z~bNRe>j<{<4@~USezY%lWu%jqEM>h&|~{&CHG5Y+Z@@9gQ5#oaq4;Iq#aC<<+VfZWL01AHvEi-#Sq;dv?r2jiA{@Y`Skh80>gQpH7 zJz&fZ@W;-?4EW{X0{rSR2-}*Onf{Mh5eIwMUrt2$E5a%>h&Veq{*QI#%uKC}{zt4L zz~<~-30XOR4dN>^D4V%BxH+4cx$yEbh&b3fII94{u-UJI3L_y4>#tR)fbLY72wB*E z4K)4%0}w2KApjWGUn2g2VFncb&u8= z@UJ@m>V%Duh3VJy=CAYY0QfhzA}SmJM*c;I69E6KYc4?BUyB%&`S}^dJY6MJTmgO! z5JLhW1{>2K7y!%!fdA+jP)i)3(qD2i8~l>zPkxvUe#!G^$IJ!*PMQD009a-IO$g8i zz$@Et9jGz^2(bOhET8}&!2FvlKmkC2<+lz1gnYjMYG@z}fg0Z!k$uCt%*#R{1n?Wf%fEd5!1AxCQ;g4$pfC1-! zD**rlr2DNM01OcBw*&wfAlqN{0iyjD25=rA*>Cm%Fb5&)?`sW!ISKzXApp!p_@@O) z*)bFTX@637EQEiWl9U}QA?v>wU?cp~j->3^3I8-BDLVk=fAt6;{I3qV2!9(eKj2_c zcKBr;gp3TT&Q^B+qpSS!sGZxVR3Ja&7a(3FIx$wyJGIcybgc*uRXRaKz8Ch30ykt z7_GGrbbkmixF{7_d4=9wySRS{=y3=*?p)st9K0mB=Qu_>qS)CnxaUAY=qx5!@;i!q zM)kOKqSorb_!uzQ^4)Ol^&{L26r5%87a#hCcd@n|jO=sJ4gpgXmW;bVazHu*+|U<% zgyo7{Cw{Ex$7h4MfM#^!!?o{d1?dR0du-xztR<78B-?MDdz%^luc8};7|S?!%mnUR zM?iQdwVfGG^!^QyWMKyQZL608-`fM;FP<^JJ*{5m@VFxz1$W(m(Sk%+#B=sQYD>ps z62F9VVojI8k_7D!u0!WuF`VN;KoCH@ME&e-?u7Qt5uF5n58RO8MdKR{&P(EZh!Dp+@ zss9_YivkjsM67LfjZ|v`zV^4mi;F}dFw&oyUvGpthQKhq)RyR8fPaRO?-q<6Dy6@M zN3j-(0-5%HmqYq8)FuVyBE!jfeQsdOjpENd3KLw-D!UIMT+79I6VW9x!4ZV1=^Ru> zgnyc&xa;3KJB+=oiOX-HLA&PoIz*K()nm{%Z`;m4V!T!HKjoYh01AtnxOCX!od*h~l`W z(!b#jIm(H+2MuxeRgcBlmIQ7^H6Xx8F z{&O|(^@1x>NR5|c?kVr7^llZS1mn#ITe&d&(^4z z)g94Q#&BlLWXpIskG`Jt{g!8=9B!K)I3Q1}Tk#3CH-URDrNQ_974exU)s(e6E?OdI z6gQBOi5>&+^QsWY2O|N|65!Txsn`S<6fl~(sCy)@8`BQDF3t&W9<5F}+6UXmiSe%F zIG{+-J?9@bYHc^j$}9zK)`W(%{ANLvvf5hgFWkV zQNJ^5f)2dJ^6q^VmK5CLNz2Qqlb}T3#SeAuA>mhr@ZbK?_-Z7>jb69F97kI zAr6n4jN`8J$ND7Sxa)&J%`8%hzu+*hA^7-a4`cGFyI;Bpapn(Iybr$Aq7x zP3o?2Vyj1soeVXULKeT!To-@D8_ZNAgF!;E^KC&6l!aq5(@Lm_aaO-e>z#FtXRWC( z%>OB({V+A6TcA#>VICASF^c3OYxg*KKc*mZYC3C`n%dQOC5@&~qDO0O3IU;QZb;3l zLeJ_lMRPzbz%s)sw-`d73PbJh)tHDQW$5eKr6I18|kQ20X zifM7lFcy|pi_J`}F513VA*~RK#@7j@zV*ZrLWq@vSfrYDUDNqOITd4-X<_cL#gws% zl=#D7=${355|h~0)kMtm^#?-hZfMTDfgmfUHc33uSt^yG$Rp(k_n1#^+2eC07`_mXYwXye*^Zh6vBAS$}G*5IH_erN@NpDtE;#E)$Lw5JF%v z6ya1_6N+4=tfP-tHHnZ4R)&$&p9G?S1-AFr`qppXmj{vR!0Vi8hO$$~W{CCsQ}B|k zCs94gK+mHu8JXMJkACtkYAa%nxi8ODXdxvX2vgZ+bZpbCZ2fxz)X4{~E!2qk~5LL1iZ9XykP zT?Zt*?9?20)qy42vLBOY1uU{Y4`7VI#5nIx0k!|3wc;$VqI9>T z_QuYBBgl_H_5;2Cduq_~ovaZU#avQ3##hnx4sE@L91HwRJMY7N=O!|;w53rMah=Co zV1dt>#Qi8PrZ{#@7cz3=o$|6~WJy%A-aSDZwegS2YwGI+vcYY(FIB`>`Ppuu`i&#q zv`x)jnUM(X&NQZ0t7`})wirc-CQJIMgmo4<%OB%S2En3V=Y_!(b42BSv_mB};)Rt|UHI#>6Sj(+wsz&*90ZUZK@PO+-9!h(b_@r)0Wd9qtdKYYZ&T|qz!*_zm??BY#AVI%;dl=FjnDW9^GAj|nluZ|cNi4#WwCJ7Qc#bgIC8hej zrnyxqM_u)zugZ2?dgL(O`Dil2)Tafl?5>X=bs0W|q;iet%n!`gh_dJixaUJl6*)d> zUWo5-;3|W~5-byCH`*QSbx0>~iyC-iX@I$xf6;P?aal!qOM9`_Y1ri~xO}ELn1()c z+GHREON~X{;TR154h5oY3@hP0B$Oxd?yat&=CP>zlPeJ}2x)5iBICHK>a;?wCs-l0 zYy0lYN!uo4I$nO)>r_68(w0=1+%C24LV2w^J0WLdShi2#z54%Q?483aTfQyO*k;GJ zZQC|G?l>LWPC7=%>DabybZpx;-ahZ#cYo)6=iK{lvj5nre5+Q~T(fG7RW;_Ud}<>* z3U?J=qOpq&(@K0=F-_3UtL7Ra&E0d61~ykdS>^77T0vd}#YEQ7&F-k9#r>>c6zPp$ zaOQ~wKc_6tXM42Xeoy=uG%3Ff?+Co^lxLX)P6yA7YOW|3#)Uf(>TE?`y{z!8jBWiI z_fk+09v@53uI?owv9ed5iN7pQ{hV=riF1(K@lD5hH20Hng6q+9Xg99h&3qneaLV1V z;|{loq`hTEo`DKe{s()%b0jXvZ=Eypkw#)IE#C#ZRh+J9gKWL9X+|a&pmye~7g9&h z7?--%Oa;*V5lsHd%o``}&CN`gGp21kX`?>Y<6m)Ug%lH4bQDK8*EtG-EHAu_+An$c z7P>I`uVMSEQnTkKs%t$wVS+Wcq|cL%J1lbqB=u_I9jgmij+($xG}>NQwkA*NQ*!I> z@vOoZGlhCru6o<}HIfw=>z(S)v2|I91@QNEUd+CALoJ*as$k2J?t}1KseHe@C;3Jo zRx^JR(aF%5YEl(~4l;c_qTceG7y2`UbtXSodEKr`25b1@a`H0QCnS7SntPqCedZ<~KHu#=LC);=DM%iouWjx|LL6sao z5!$2ME{gZY&$j_XChEPhv?mwgc*J!osn1+=o9beUWcNdhI#YaNo%q*CzBwB#W6H&YuoIlgHXI zw}tqp`Z<<~FO>9*b>uwjrxa4a47V$Outn3Uus3-yk65}g_zn)<7k=t|B6)*yt=wn& z%IkBCl!KIOCrhOw4$68vr#aq%A+I8Owd5{y`QM+Os@t3bk05`LX>(nBdsg!G$u$i+ zRE*Pp9%n3B^V0v=+vX{UkY zIK9KNLfaZ&^lIzaA&z{d`YNxV=l0p&NLpjpr+CoeV`;FHJSDSWsNFN(%GK7DuS9if zRn7L+hj;GHKBcauL4Flf@RdaY$+IFfM@~;t%EHcMBl3_x{Qf7}ulKv3@tpE^q%GM% zw~VX}2?bPV&75iY6ll-l_wYbP%t*=AL_6Zo>EsYo13Rodt~dVflB$Y=VoK=wO*ZZu z!YoU6Z!7Rl1jFswOnb?CK6Zw4^O-&;%8Oi5>I0aEoI_EIiVNw$;`g!excdpnJAQZO z9sM_y(w)R8s0dyTCjt?o=EU$VT~yH!Xt%Vb{??+2^vsT0i?swB(?jG^tWpvpg;B{;zt1^aj4^(S?{3Ua*z7_i z&OW7j-t-?EbD!R6RS^?Lr>cG-JVW=FuM#-%Qil^oZ-SNmHCwV9oP;PoGuT9$KtRos z905E@>z%o78LJT4;L^b62jqM7^Mxj{Mcd1!wKG?g#Lv__Ge=}hY*d2fxIoD<@OU;K zlQcs$+aY{i##VjgaK)vIKv1c5gp64*S??2j(Na$%d#9LU>?aXwN(+$;=^8=lxL0cf zrP)a^l=W)f?l@lwp6x>`--)_!f^>Pd2suRD5`vOTjJ3=66de<}=nB2f1D^RM2+Pa| z$m6LWHqVmx75-tUp7Ouo4s!9eOesSv<@^j_(zT617vBG_l7t;#v#RnFespG1>d0O(Kk>&@ofgG>2E&v?3%WIO$5REBjY zd}*?l;zm#m(p-8wzURh-%$;Fr#rRtkY)BFNc^uABq(+MRn@h{*Gl+h3KH5V33Q^}AvDdMf6asnq{CEwVnUsv;9Os@5{%gOlzIr}tD1if<>TB^rXe{h- z;gS_VtC0ef$hbzSvzT~2p4sP^cq5Ed2RMZXUrYH>qxH&eo5?E*g3j6eh&QX4NKxQd zG;s5(*)P4gBh5#@AnqK$*WzNNws<`TJ6ttX)?C>vgw76+GS@?>J-2pxEqXhA6>@KG zEo(dYGSu+P9pq;E{SN)E_%u!_SR|+>c>MEWieUWvV^trYJ!1Wf-XkkAAP@T3!1U^tG-PSIgjp6(xP;9GVo+4peh-!-J?SCk7ej^py2um^tz+K|DPRTNDk)z3QSx zC~g(BM5x!j*euDA=Z;(q>lRCHT8GGVj~95$C@~Qpp0G~qFR+}Zxr`L+^_nhH8dop+ zX`$1oUdvt>i<7?ljQG?0aT)q*^Qx;0K(f@S^-Z{22}5tEGa@baPwg#VY53+;0e;{- zuj{$w2Tw>}o;U7ix+l-@t{{Q_Ud@-G%dUjY!{|8v4q;kJZB!IZ#Z|-A3-j7znxNJU zATGJ$lo;3VLf%(7^~w$~JkQw_Uaik0{jH=?vB+^>eK}uoYfC%o7_yj4Je9qiNzuI^ zk;$-X@1XTc#k)|ACdSD9MC%<+!|9M-d-^h0&MO|sNO}A0n2B5XYoIySx8=GuUhjrU7~Mq;9c3lwC4XALIt>5`nFyQykj2+X zG|B6*!_@K$7{Vsm!}$TyiUlX@vN{1Wn1;3<&)Aq6 zulCZ0&YC%!o#IZH)uv_8!EEP#l0f*Ik>h+`=S;kHys*(oW3) z)$o03Oc67yEwAw^vU#w+WrF85n+SM`c>?$2kfA!w?tB3sK1H?9h)YT4&y}QhGXP`g zjazwaYb4+Ui~fWujb8J-e|*k$W~m0XNPG3%+`uF@G5oO5eDT)AE8RI+WZa7tZddvA z?V@sn<(Q{jS6%1?*-jgr4B$+zWL&R)o99m*P7=4K|k&716e{s};FJWT`4ZuWpXs`$SQETn)ArnYXw`owh z)jqA4CFO>M_3qE$=6O6--u-$lyAqBIG126AMDTHGeW4O)Dev#dMogiMGM#HmDd)&p znB%w8jr)lvB79Pu0G=LLe%^hYKCo?vDItl#Ml)~V#eg6)K>p&=tcyeC)~4%z{f$cq z5>j{uibZ;2)gQjGPf*{=A~;_L@8ieU&bkg-fueXP=3FGX555K(rW3wx3q8tIcj0xN z!%lhQSevJsT=q|?`WBBnU&XaY%qt~D;`?7zW5>ZyY5SP8otrnY&E!K)YpQBm z@kP^}&2lRNxA8bx&KwzEHY+8Jqwsqj*U4Z^>giukY(4TFs{DFomO7!IG{7)HC76Rj zViWlms+N;`An_l<4dh7pc#xI**1>Pw&gqR(G>7YW+#5_iXqM~K&RBN^zi9!EhQd>e z%lp05K%Aq3*{Rlh^U*6EErFgzVsO1hm3y6>OxM8MtFh(i2bY;bhExy@tT+j>cLo%2 z=@K@3kaU*>eK{Q}#Q1}3bT8C0F(n4A1VqW?XW&c!)i;2lc1j_C%525K?-{|Ro$QQ% z-oTuXI0wB~y(__F-W-uwi$*>rEg%CC{3t5h^asN~3Vd@3kh|Bm`R7y=!*&-}?Yjc!yE6+;H5V>#PQIgz z@60sBfCle2{|_X@kVaJE&6DKo?|xAA_cyRJU7X0zb~rXDhJv<_mDN>r(tfOV)yQ`Di@+VX@(AW(vQ`ispk9tJLo@hM z5IkRYYdU8Rbl5lin_5258c(P_7l{*bayotYaF=SyhQF6DMwzz>T6|%25{_uR>drbt zp82Z!4Vv<|wSpu3X-MfK_@?vFPVf9TRjwb{4l&c;46iCK!j*yxsfszn%7*l>wkT!W zT7)1-H&@3I@eL@IyjH$@aCWZAph+evC}Qda!;CS4V@MiW9KiGEW{NZFH2Cc7ue(?3 zZ9pg(_L2bSCM}3ce*0QP{Q7+Px#s(_+NFxB7!C)IhzKr`RvU>lqDszJeFQkwV7aHT z4>_D+C?wYq*biN+fi-X7i9~xkI}qb^V!HN;+3MQ1SnI5OX(qwWhY770OetcTUNp!Y zc|o2#&m}&mEd-k_p#YNYtERL&2xDagA%$N+d4wDKOc!m$Q>#_mlzGIC)}H^;6V=U! zl}HQRH7t*;A$3&e3Dd8rHGJ+S{)YoGM5P^OVTPSf|Kzh^6 z-jL^9J5D#mT|S}oN~k;DGBx@K$<|;Mf|IVMSce`@hALN&mli2jcLXh z5B%z_yYaQ@4Uc33?gIE@{5_8A)<(f|AaV%2W5R&i*)I$jgo|lpo`;IEeXqHRfVJpy zhk+yo@+2bQ+c#!GeLB|&Cpj=@&+i`)K3U$9PGJ{pTh{_)G~D2xkbBX05iwIj0hCUV@3pZYN0T)8s4{!R;<8Cgzg=kjwhOgbXS|1wCVPc*>TpCsZ%1Zg7I z`+{xo(4SRC%ax-_DG6wie)Lh+AI|cmU?PR1xaMHgfj}PL zQ9e9Yu=;yNFG<%kJ~LhEr&EiGvxpC?B;>DdBUU zL(VB4Hdh~q1UJCBO!=-3rT>;RsVvp(zL&~S!HNqaLt-nH4p6Zg9(K_k5&rV zu_sX5Qpa-TtVPfuDH1(lH|pV_cT?QEwe|ZdMA&pb5_A4*Rj$dOInx@kdJ1LdmEUtjO#eclXa>L`xQ=%X19N z_hQ~P8P}R&={eT&VosT2`36&s?tTHXF(x)${G<Y85U}JU)D;(-4oaOhKTA)=Az` zOy51O2sP?^>hrt-szZyn0^)C#m5>hog8{|4fnyZx+BV*Zv>W;qQ!him3xQiL*&dmX zs^SpK=RBh{bM$^VZ6a&!CuaIL7LSd5h_bCtHt)<<2I-eyiH)<1K4i#wN@7{X;}eE9 z!z7~ENC!4X55r)Mk&c)bwAfA3PFt>sg0;pm}40rq-a!ZVZSy%w&&-_!rU%E zYZaPH4w9paE#Oe7(JE|c*lNXh@0l_?281EAA4+W5%a>}ZR*?k$yqSiYzu1XG@X!sW zpO!Z$P)49%h7MUomm74X)ZH|Jv&OZbwN#XO&r9ize2!JFENc8_XC$rHLx2fhqYzIU zJ!^+%<$kbN>f%}X4$Zw;pPUT@hUQ#7@>OMzx9xsIA`vmuWv+6gUf$zbmU4q?oTTAJ zdH4sbAKn*N(5HBTIrgo4|( zA&PknF2dp&14$at}(_Xb2+15HQOZ4dU_aw3q_fTP>XH*X{EcXu8lugfrct6y&CE`Cu8j`cP^Mgq(ICEb7Qbx8-^E!<@eF4NHf2q=4zH*&-y<+W&NH$byG^ z1t@*_k)2Pxnp2SEYqFckE$&{^&4q5GnPcHqT35!NxNa)Giv@4{_cak@HXeoMKI6*; zhpf)9>8aTiZD+3)_gg67TCRh})fq!Fl$okKUdQNFOlXcDVhw$>Rd}^UmDtjTD@tPg z2v&@6VlqZSF2A?=!7_g{wYM}<>yDA1Z{4&78|B%LW0;R$xpD`^eD(9_N_|CPn}658ihr;c+N?d zO=Wv^F1W~t&DA-0fbe_;#gQ)btT`&+o~!Pp6oJc`C2`I=BfH@R6O-xy*7czIt4n|Q{02lAy^sqYZ*bq*U^$IhGZk>Fi6GJ><+?de3W zb6BJ#h-RI>tpvGNWM);6`QntvsnH+P;?mTwQ80{-CbJdOk}AwgLcZK@By!6Yyq?!a zRj)l4)yLP`I_G!(=4V?=*4$|k^J92ULp3PtBf=N5!3`WuKyVs%Wb!_q`M#Ph8#T7O z4ng(hE~JIYsXo<}DPDR+c^QgT397G+NxJk@4h8fAGSD2B75De1VKns@$X+&kO>{{J zI4-FwUj5z!bF+AUc(9mF6R;nUV^f2@{>u@B-f)JRbz2rhN!Ejj4r^c;%_pn$mD=UX zPP#icc9Uhg5|)Hv2Ols+IEKy|2D4NaA|Uy3P)im_CguGWWIov^+-viVi&4Y8yZoch z?R|@*TQ&Aw~-*1H$mO9x+M);`B(nqal2mJHfgIUHqeWqjW ztLo^*`{^bZpI^L_Lj_o5;wXrlv*SM=Iy-Q9Qayan(hA{uzy3lYk&A}qRW~xSp{@P= zV7BNJnRJYkO8G5Ob4|Pywuh)^9bAbhzCgH%!$}U_FSK}MI-Og7b<<8`tCLjHuDoo5 z2HU0M3G2H`Jd{#7!+BSMbylD(+34P5vBtk1Y|Ol@O7;chDiKnbXhC#vP01Bk=BY8!sMQxLPP-au_&JEzqKHD;HK80{8U<~ zYScnqSD{Riy2HBwQVG-nm6l4S_~z^>-Epb`Dwtdr+vCmR9LlUeEVO^|wRlyhN*LNo z35&!9NfpBvLWph~A)%hbRu&junYNQvG$sWDrrBsPOM9T2(=FaQFra{aEU|WcS}H0i zi{9b|udTs)3|R{_;H1A+i^6ezL5+nFJm_g@;d{}SQ(fWMYcKYz9M=T3d*On>II_2;zpX18}|{r-#_{j{w6 z{MWnuq1yZVU6>jFlCA!ayL^1SzrVk|y}iD^-rnBc+}vDWUte8aU0z;ZTwI)=pP!wb zot~baoSYmVA0HhZ9UL6&?d|RE?(XdDtgf!EtgI|AFE1@E&Ck!z&CN|uPmhm}kBp2A z4-XFx4h{?q^!4@i^z<}0H#ami)Ya8hRaKRhm6eo~*4Ea>#>U*- z+|10(#KZ&>6B8I1_@7q(Ln`_A{+VA=h6j1laTC<>m45@!{d&?(XhSO9BiCFxvk9{>;qG#KZ)^H~_N% zGT7$l=L0$p=(3iUmb|>Yh=_==u&|Jj5I`)+$Hxbd`_j%~Dn0s?$N?k%>`yXl_H?-- z0g8kXH{Oqr`&kQCY=qEF&i5X}Y2V~0<(1QWkM)&2m$vts=Yzh(y4gB`3iYyO>rT+` z-}8RE&A;kh8Z5LOHe86oe?R=S;Qw}N`q-{r!SCy>U7|X=e>1!0Q=-bv@1;nK5p!}G zquLgim)NoN={FnhF&z%cfR+Q+QFj3-ddrh#6G(0L#j)aced{j7yrluxP zf4|Mk$7e77Dp#7?%WF4wk=ohgHK-6=gdzAX?Aq0H_VfwM25nl5x@9jsqJ$9>R&02P zK>e!4V<&AOB6z?0-icKZNN5WYpm0`27$~Bi2rxPn)}vBL7boX;Ohcdx7b>BDdd?pT z-TzW>O_~4@B@I&BnV}grE|qpLexZ#cyX?q*KJeA*f=>k{nk3>Ha9m{S6_?mnh)pC`qFI>uU2f^ zJ8`NUmaOpHGC?Kk4n77>JP%9lI-ZvH5uDZ?oLbv6ILI z>T&geQ3>a)vcA54A#=*li36C(7TJlJgb6Y-G6}?!2nE*E2w8HKn%@?*_3Y@_a?jx8 zBAr6clq6Gz!(;v5W9IfS(DsiQJM^9>YI(A2yE z@Od};H}D21^8b7M{CCjZf5yrm=)G3~fbNgo@_%X6|4q>Tx3LG;JBBVOhy>Oxi+5ft z0CWGI%x)>Uj?l}$WGc!4t1F^S*VG&YjjblEc z#fe4XURK9lYO03uYL1N2bA%h64LFMt4M7d%Uz+$&KEv^sgRBAF`;#yLknaBe9>5m< z#5e%fcXV_B@Dzac0H6l|901<~0s^e8tN;KfCnpEMxIfX2iHQju92@}I|B7pXV21zA zyf`>GC@3f}Ffjjq@jp2a(_h*SXeq!w0S@Kw4@kS``0rKxlQuB3{>5(q{RhydKTQC@ zd%&1|dV2bA)c?P*sKdj zWn}@VQet9abaXU;G(<*5{>hVqf`R}h2J{BNU;u0hKw_MoodL6uwY9aLo}Rk8I>7D# zLL(+7CMqiWC&>^H5CA*|z!U*sIn2z=0HQ-dK|w%3fQ^lfhK7cOgai){4-E|s1qB5G z0RaXE1_}!LKR&8|5+dfm@K}IR{@XhM?f~!t0JZsdoByB44AWogmJEOS`~(&R41Vwp zkj;N_;{OxK0YaV_8U7r@fJh}auD_*%E!VJ<)mcOrc>Fn(4fzF!k$q{(=b>-P&{`nS z7&Yn{wKqFfAUFzQTa-3fP_lN~R1Kx!_b+j6ZPilkd4AEfda2iH=XBN*Kw8EA%tFb` zQu+jPavOri8mUP3hSeg=^-w9Q>P_!UAxUhtXQcdH*A4H-EYHbH*U1)4BT-d3j$!eU zaH@{T@h$`5!YSR3^3~eQoW=4MfzW20A^jW9#|Vu2+P(ClIBH&q=yTIxmzb zh4A7J5OUMWuiY62pWbivSvs9>zwSS*-f%mf?pYiwE~%duwz@r?+%E=X4jw~jeG(53 zlQAnE6P6tJXJ8{29tXR25BYmsAIQV+@_myKyL_axZ3S4n;a2NqtEO@8^o|g?Yi%f$ zs%Q0jMg;TvTS(6V zk91Yn=qL;8|DqIV6;%!_I(oR&OJZehKl8*|4AJ2w2wy7n6h{zpUb+-l@)Ow&WiLz8 zz%Mc6QBb=Ba|XLv!$wg1HIcAE06O1U0jy;AI+lC8E>J}K(@k=o0ocja@QMj)lM%V| z`b!WFzHsyP7_!T`STpoSD_qdJ0`%9Z1j4m9QK%+f{I3jNw%bszF39+I7~dFrIq-oK zv$*$e@Q0-cDVCS`a)YvTgdl~4Af=@xKK)d=6^&1k-r30)J~8uttg4z>sNvl4FU;lc zx^r&~8RB`w7LhEE1WXzRvK*Pv=wvfamC)&Nc8K+sOgL;~ifhQs5-jn0LRgiRm_#jA zm-e8`7HMVhIi6!Tj#~SY!{x-VDJJr3=B4TrhwG+>5eF$Sh1CMvu_J`tnJ+zYh^F#w zi4`KTiL4Ou#X3mhf5*Q;*<*wH0rdjC$G*oAyP`E)iWApblK{y>HTiDJp z=>tc0Rnji(T zcG*F+eX($;P3q%jYhbpm$&0(MIiilBN(>7jUHn75uY}rda-kmGzwqdaWOW7khlA8vF!gW&@V1Tk`RKD>96t5TasXym6AL9Lf}?0b-D@yJE- z=IJpjd&;&v0X^}Y+^_Xeb?)$=}H8}UYg@<=t`3gXF9IW3Hf%bxs8l7xM_yA;)TrqD=dv ztK&+r-U_(na%)M7j>4UnUsXy}TL~9(CQrrak@;i{4ET0`5=}z-qXYCnRNxYjRQO;5 z_4bgi;sjk)AIvT*_K+;}@(5hLTLK50rda5iOOf@uW$>+GZrjzYfcMpIHmoZLi-3&p z_@IxP5yLGX{?p|?WNJ(3L=Q{b4#nZ#phGqvztzx=6eoF;bhbV1{pwsi8$y>vJNfUf;+Xu#^UAC+@5%sPL60 zRQ%1MCPSPWr_rFKi5lc7RhxT#y0i_{ubiVB&B@m)cQZ?%vkAk}AGKs>)63Sh*E;Sw z3f=Ci+n5q9mS13bmf0|@)-a_lYZ{gCeIeG|kbP0{cGnZiFSLGPmt9%mnsJ~b`Q@Zv zW@TECiJsKA2BSvmPG=(SjO56iK?}*5!@Sm(GzPG6Z=hyBtiUOpl8Zw?G_h;?e*eWY zjW19?3(AlB5`~YHyP0-q+h!}g)I1rZw>y5=pb)Z(4OWx$a7{qG2Z&SKQyZom)`@*2 zB)}eOS9%Rvp~!n!{W{Ir=zNWslvNzslos&)fBy8u!0hnVyElcFS}^Hq zxJRFrcx`-=h>u+2ez7EkH1Z1euSfr1E@FlC&(Xw>C!qAa= zSdU;?v;JPhc9GbV!Iv67_d;5ufE-} zfF_Ory}#+2XWX)6V+*{ud~mqM*(TK>{))aNoyC*G&v<3Dvfke~GI)3Ly?5^U=bX*G z^bcdwudCO-Q|Eo><~%u{hGIvYoOm&rUo0QVJU~CJ*ADGpE$iPKlWHG6!Y!P>GxiF+ zWj~&Hf1`%!yW~3D;Au*BZCk9EU|V-;*=L;~Kt@OB?voBqRHfAYl^2wRq>c3Qn*qX` zvKW#04)qQ8Em`=}&*ulfgeaQ7zv_6Fqf5ij>=Ti;sN0Okx8_T}L*A*^tgJD0Qd@|4 zwFhM#jgI}QOG`Q2XpLrFeHN2f>zFWnTYi;87Q{@Ol5eGrdYzi%2 zMcnJHaqMLZnR?#D3PI03hm$0fFeY*|d}PKBlK94VU8yN&lfl>tzL%mEPmyMe!SMfF zdfu$*IoB0=U>j-ZS)snCT@~6#=xsaK-sW|o!RLS6`I?M4g?Mwen-UZ9tk(X(g+s+_ ztYtBk)Jucja~1Qn2~l@YVn<8MFA1%Ev33@>-)io@TclLHfZ6aZ3EqKP90A2jM=Ijv za@s?~K=n59!@5z(2g1fkp*S<OlA$3@mXr4q7^=-#xfAe5Z!MuilVW-BozjK)zVqn|#yh zQm%(LuHRKqjq|))j&+TPOnlxhaV(%pSLHzGWU!<`_bCy-P5nkwb&C=&L3G3Z6hFz4 zs*hF?uw48)mUsUk5cP>jg48=Bi*H5%K5LD>CZ)`FHxU4XgeO}C!bYe<*|3zjG#{#7 zgEw)6)`xE0mLO$wl{2>^a-qwOELE{c39@k!<2)fB#7tOMFTLVfpz#Yz9Z31a%uooo z{0>H(jBp=vs{+zlyC+tC96z)~*LkaWo{%ot$ZUkmIqG_>-0f8^@q?@z$c)J3?w_wO z%zuRH|NpMhu`vGag++H}A|j9x39v?|z%=xr$okNSA!=a*i~kVl{0Pj7)z*tGQV+T5 zGy7Hmi=+6&^po=^(|Dv~?rL1G>*`p%gr#-`E#mvSbYYrZ1%jw-Y0@t3XR@AYz%*IP zEaP{Lqe8@)#9l;9TydV?JH;<)DMC+X=&S0R7S~BBGB9IpOaf~)_*B1WNd}^MjtZEo z)P~Sr>eX^}+wqE$#-3NNxv&bCbaK8d)8NaJEvvr_3SqY-DS0^4z-pHHI@CyLuMc02 zzMS{k#QfqMZ8tiCtLSiHs`p=*##j;Lv4AC01Ub(Ib@G#+Mjp*YW%cC?rJu%X6~?SG zsXT+pWkwb%mfiA!rbcZxh<`d5*K?~MkxR&8iFLKodwn1F-Xy@YV-xs4N4QJ1bnUP!%n4j*cq*@1my^j%X8t0zS>-ci_uWAdEKF$~M) zF-NN7G)MKx%u*K7# z!tnx9wuyO%VFXH`^HBa5`~9C*x0wF6C-L$LMA!`kvIV^LFZKOpDe8ZD9;_Vyd5Z_E zYW!tSMl!ry!v^pckL7b&Qzh`k*g42f&c1beipV&~{$&-ZGccD?979<0ET5FjA4siJ zwLt5}7-wdobbDw{%BrA#rrsc(x&ie)0n0V*mzqtA#q3j^e8khLO=)S#O#GXc@k53u z1O2zW2m&VF$Iio!!}deIDfi9CH5m|OwOMQ|%ICmkQOs{$0zgAkdTl3*X#t>^Q_nPG znD;J;!%MAR+k?-aoo`nVac+sjFBhXTy*q~jT+6~HGDi&(r_=u!-l_&341e96#fx2xNRySOt{NCM_};l=p!a4l z^WOQATm6?MS_@@tWw*3Dfrv#pB^-eg0X$7@3Jsc8+_nS}J*6>%(GwM1)i<~*zToW_ ziZ3oc9DS7?aBbTaGN#SjSWIWjh<(woMo-*~Ad zyrGarm@ZL#98J_0!G1=;dPkBop<0z#vKIY#vTgO}Dq(6heKR{gpTKpGwK0AnH6H(& z#$oVrpsUBl23x)(`_p@j(N~j-2VR7|RkB>l5=Wwa9^d z)%OHTmPH0=B_vA9k%eZ6HiXsDtn2v5$NZB?Q^4#3I|CW>b5Qlb9o?jgKzV2%43lSX za)@{=BwdGoqEy!`Whi1whI;7{xr#_sk|d5%{<>NSx zoLD-5p~&TCne-lBaI1bvi&v=$n?=9OlyveI*oTkdkI~ENYt9&WHq7;C4Zo8*GyP)I zjUX->jf@->))p0JC<;bG`~|ru3`$&-kvQOw(*L*Ux}yu$Uc7n!gziiay|C7ZnLlY> zzn6WknAw3mUo~ZQpH&QuimYJmr<1Fudlf4S8=K0<;?Gx1dV@|vU3A&JzCJD?&JRu! zuwa_V$dqS~03Jjw^aM(&(4a&2Gao@ds6Fi)!3beXzaS7`hJHHyR1y@IoX|DFFT+5) z-40v4_VCr?#@AJXZlH#mB8VW1F{zvR7;HB<)AA?Eaok^>5;H3sAQxZ4ttI=IpacAgWU*KZ_=#)o=~Qa+Ew%i&e<%P`!ZhTU1 z{uEgg7Yk|#7sgrk4=Q6m;JUh2+x3lgPsR;W_rOUD-=!W)k>3`>_`~8xd=Y&nfSn)@ zFW}IU3J&+;38nd&StXyjGgN_+5_X+TqOP)$uiq3`o~*L*QQ7<5_y&$Z=}z^Q?D4HD z*UN{pz}=XZ#VyhqN8y8>bqE(FjvUDHjLb)UUwG`!4JcPh!#Kpup)lh-hlp4N@TG+bF5xQ8=zf zbC@zl3Uvh8wypnbnzhVZt`WXf(4BW|wvkmZ0d<>8QG9xJ(kMaXNwYVkqdh zA8qOPS?S_|)0}eVEVh8U=o@AvfuQbzHahw~PHvUw&L$CDrX zaLV6asyV5Vb*i2xf)X&TJS(Yj`br8&cA)@&PzAF-al8-`B6;9iLT_M17^^w**eIWI zeyWpUF=5P?$KzcNdU{QWu|cEE+apuch=8d3RcB?rc|d`QH`ID{!Kux84WdP zSK^KdVT=nZ9oiVhZ`$h-G%UMt7(nhQyv89=sNMs+1T9YR=#y5gbGf4{r zG|*<*I*(eV{GgMPBr8y_%HXMnHh!J^+r`r75|0D~M@YznjGFMdr4ft}sn5r$%Hya@ z(o=#~$rC0KVboW)liyVMXyqtqvc6+mx2a9_E`5#c6uuX0GlvzkQ*iiS#ragCjs)B5 zZ+BsXOZh9BpH6|8^A#k^OnUlO9iQ7PsEA@jGoslYeumq1@u_`yGal5)W0m4M_YNmE zer#uk_F_JT+)T?tC(M_s%q?}DS7G3h(T2q39I(E=v@dR`T3)4Q*LkIid8)+Cy~7r@ z)Tj6KVmjV$Z%CR?WuQ$Ic*M91>ACA1N4k5&_a5K0{jQ<6lejs$z$B=CyVj^-aehYx zAGxxt?Bsh1coAw=bAGL>A|InWK#cyzT466o02pKS2~#)xS(QHp<~ng7-%5ia6OEX- zf!&s@oKo48V<&)Cyj4>RfpcTZ-T0$EP@Tf@p^KIydQ6&40DL~W3R{59r*x%4sG@#H zlli2M%QZA+pul?}H5RA0L?% zx!6x9qwhv8+>87*PTMOp^Yf0dp(*QyQJzIGP8*yEm=8aFJ0gLoCT>xpc#!R zSV%!u6-wX=1aZOoj|J5c6wAXb^imTsIJfQTan zKXMPyCWytJ^-IAHA}Pb@--WjF`O!w}3DH4o=|4Rrk;Mr^l0K!n_wB-WG$>T4;~%xL z{1QP7oSE6S#-Kp*z)d0-gI0#lrus12NuDOWSXkbjJL!pSg?K?ut8=9}tDL!OrnsAs za*~dzerB z*~#_@91fZsi&T2`9l&R`gwL$wOguJueO z0(OVT$ER3W%!1JgdVce(s=$LgFvDsUsZhqeUmcciCP`#|M3;iYJT@0}@{P|@oX_E% zU!1+B+-q#MdpI1|T|Noj zvkvKNt@W$Dt)%FI`U_85qkAcjC5%9IY+qeL$<9nJ^6i+hHGbQMTm40WM7fkUb+C)^ zCc&Z1rKcK)x`r=R{cwzpxxEhc0DLdP@v9M!P10qbhni26o`B6!H}h+zhkHgZucB@o zJ-Wt|r~~+m8FoI`OHxCv`mHsOH&7Mm)tJ~6eGgA+>hfVsq&~fpOiR_OpAJ|fD15JU zqqGIYF`Ylx{0zE3*^vP962zOJArCzB=JxNnrH^7?(j@-$wCpTNe925H@W(7^g&&g? zv$LoSW`%vM(j;hk?`UKKiV-tU>jf5Bh2H|=oq(R;#A6?3sFuiUeDGiDzX?E%K`+ft zXZQ#ieD2!5;k=n8Y^&~?yI0!<=m4GPE2GZm@gdE>+HK!j7gg*LQK|v;$~j5wYcPPIQrsQVH=jhmlX9@4iR#}4 zS)?5`jZ+3HZ;Jqv+t;J1uAUPefm2`*J;Ne@;PR9BNAx*fnbj5nsXP;HwdcbB!`@o} z*O4u0!eVB&n8{*hi!5el28)@Q!D41+W(JETirn*u7lc`p841cB4uE zNy|`pGnw(2tyZXJX~);eD{%Ia&O@trktp5TRKh!gSuqG8Zze!n7lyn6pz2y?m&L!R zxnF~X{7IWUA_8<3FyQkSKle*`5Ee!j#(&pUY#i)=GOu1Xnc3s*YGXO z*@SVPDC&*V3i*nZWqOgc6*l)t;B-@3ZSC=qTl-t^A-nrNJ9-;{KP1cL^v?U#YfO_6 zNY9^vVOUo?T@@&7lKxyncXNZBTq_RdQNY0aY z3FFc^-h&_)zdIv2EsQ>4Z1xMB_c%ghgA?g9-*=Q|t7=4;%3!knSKQ}@Bt20J`|o*d zFOD^Zj0dlHtYg;e(?&LU6FU_D}`R{E(T?Zg+@N>hm^+?*rvh)#_2E^M2 zjRii4r3O$|`0FAocfx6Y5lz{IFwI4b3V3s7=I4leLMG#c`Doq1-luZ|$$$fs3o9dp zta1{he$#g0g?B<)*{A3QeX#|?;&dQ(^pLudK%ob`@Jrvm4u??2 zF$pUe8>NU-^{2ZplpUbi@w{IPuoYJ4B@dNzIJof4Yfs22MwAyOol2`qUgZqMh+*sO z7JzX52@IaSErq~BlRYyVVucE#+Ya#E<5q_>4M~Re@o9!sfLFITNg1H_zUZD4*k`V! z1U1&W%m*EIUwl>Grfy7R5#(-qUUIjSwn4=kp)l?jb&fxa^8Ri$N~B zPsk|&Q5p>wD|wCe5a=mU70;beY?3D9@BxQccr(xRz@sAUrZ#z*;uxbju=u1Mum>D&5lDpB;=_Sl~SJ~QvZBY@6I``)_`p7%}!NjfXkLahnGZAAH$jm z%)M|doC1GYjdJ|F5v&<;b)4eTM1P~FfE`JRUy?SM@;4|}5IUXsJxoDhpG1VfKVj{ux68+#w`$vj!RvktYgY^%y)}&< zoDm5Z6^fEL`18;nr2%0UdDNt%;ck)#(|VZH-3Rj8P%^o=Bb3g#lJ6@dVe)nQkpw4u zym2(teRl2C)&vo&@l(zm=Md8tux`RZV8Yc38~EX_p!hWG`y#l5TFJN3eemR!H6X@4 z>qI!t8o{a~F+4g0bZ*;*V+ZhTlwGXe)fBT^F^s{v*zYD{kIZKrdx0GS=4=TMgU5l# zVHO_HF%r=iOIc2vl&O;5d5H`4d9y1s^wne-ZIb)W^!TlX2r!Zrxf%GOQvc&UDM~o)To*Ph zk%Dfh*?lZDT|M+o0u|aMoC9@-!+SaC#f?PdOVWPuG+s~$kKm?Y{?dpCzffaFnScij z@rX5$H9@octBY7YraT7?Yd;fn9A0-7+wWED_>lS1rtyL+FHIitT}D??&^gt)(=2bz zBm@d4&*X&PfXWZsDU0-cxgww_P>n)y(naH8hUfu0E|umuo{7?khujmTSPb&Bgw(jw zHsHjdTbu~TLMC~OO>EGL)!Wz4xxpHS>cf$KwnU-VaBL|+@ z97NW6)ayO14NT6}aLKSe5F*xML+;IjM!wz1w&gUxH4jXF#{~%7hpKjE*h(~nR?S;U zwCgR$N7*V1L#hJ&-25HIvCw!qYp(@9-d37jpap@H>xo+Lk=)4&$JPyE*f}aH(Q!7C z{=-Wkdya`Z$@j06`YuHvhR`8rz%Yn-ZtGZI?;*6p&vKK`hp<3_Kik6E=jBX(1PMvr zKml(FOy12O=M%y40QLy(+%n_{a@m?(%1~4b8{+fnF{Fx0Xmw4r@0@;p33~Tzte#Nb z<^WPp*>w!!g0sgYhz+(5n?5F8%01q$&>GI-qd{q6_?Y&#CHQQ6ZN*D2lcgVGqX2bK9A9u-g!~D+Yp$O z;k9^>joGC#KwEF-%*l_|z1#s5kIvX!QcvQTL-Z7hbA8k;)Lx~vn%$eOep#k_L9pcY zn+?iPscmMMM<{L5^s|_1*|tm97QOnIv)e_+N#bu&-T39M=zb1 zwVnNj4Aq^Jolrp(+?Kp>y<)06`{tW3hTre1yNy`%&BMie^O*!s(899JHC8Dsm3z)m>+#gecS}VET7`UEQDyu zOS%2H7`c_u*cJ%}v~h1f&3z^3w+?kNrc#sffuqFwr0!@q z%W5fj7kS-FF-3};cs+K$vUrZN8A zhxY&iUytt^S(ej03pt)FXO0`(ZUo<;1!PSaWUtjN>-z8~=6VfeT1tcwo;-8ULtb+4 zJ3wr(VKQE9n`YG24+vv`b_xa#4i7k~%4U@`RUU11Ey=(>gi{W_myfxQ5ppV1FOx(k z)vRG?rUV1e31ZMytow$fwtkCbvINTMU4}BkP)!E*hWbsYf?y*xHY<`glJ+^xX;j~- zD=yFSwZqd@t>@Nu_`o;k1Tu9PG=HHWd$?(Q%7U9M@+!Jg+cM_tu#jl{6}dy~WCB{v z#b$%`#Ov(oC&;HRgMU7Th?x9?$k22J>|!WEPi78dT7n72+Z8DlZHV zATJA0hOz##Un0G%f@W(g$8qV5_jf*=TbjkUNFT>{QJi5;UUq-6ImeJs_<%#nbBB9} zatATwkSOyWSvZ`(usE|$iZA^AdvSeYigOGude;$RNen6qp)DHZnn%kw&_1i`*S?&u z%8p=4(|inQy2{Gh%2v4GVubTJ?q0Hl-$Zt{b#C%Lm#LwTOs14oRoI8*b^(2k;(w)l zIaFx_9kMAz6%`$DF%_|;eqLW@qdN<_cG-V$Rde2J`-0g8&35jOh%oe7*CgPOagu6F znymoAL*W?aN$kG=g(BICDxRgf(y*=GyaBGWoa`BpY z`S=5@K5}L2nAdktv)NX~fPiYjfgVOZFK`|CfikBVnzS-L=DvmZm@V%c@qDqfqLS3TzY zL2u>Oqf>CafJ}C-vp&`3(lYaQoz|bnrz*b!K{AiZR=tF!zCPOcJb%wVVb(uFzNM$8 zzFLe=BtC$e+LGQdJBn?8UXzq^6oglWCbSN0{w9QkmgVOToRfWNy!OTrBFEqR-Qc(u z5&I|2d)DvR^_bugP}~QdLw*w79Gw)_nk-0C^Z`*1wXT=zojyGs_ED1kFvGC^cFo{& zT$7wNeQ9nJiqEK5T7+FTS(5#-*5)O;-EC|dn;Xlk8=YQ~M~jL2s4V=v6(RF-u<`~c zQ_!78?fTr7eky9Bo;cTXR&O1>PUc^WeNJKX{p6(8ghNGCU2_RSzA$VlgCMS65MCoA zAVnbudRV5|Vjz-(VQ`0d#RNn$mgm^mJ~&nnl)aJ%&Gd^ux7|hWO+&sp_qYaRT~yca zQN2K4g5k=_a~Z^MD>vZDif}xn{fZr|9q0{WqtU-5{37@a!pC36Z;tBk2~2S#JBmN| zj!M!lWoi?#80_=LXt4r~Vs}aAoKKO}EIpFQu9hh=RsML*LTPu3Ed6jGUru2RuIO$Z zeq@@=p{yvxO{H;Bw;97gBtTO*omiSFE$54`qgd*f+>VaxZ~p`Wxc$jtXBc z_(5FvtlPY<1g!@RZC9!-o~$0!8X#Fx|Hwzqyz7>c;NiF)H1Bunx>^`gTUl!Fy)N_$ z_;4dw4tj<^+os$PzP)s~Z2pFRDac8UIZCulzxSDL*ND2F8K<6sD@E~sR=ANaa|pSl z$n1?cQ&m6CHZGF88+JPREv)PsX-cbp zmo&s{0a&)iy|~I5xsI3y%|C7q;jyn-4XW80R{p_LO#&)NblKkjfPhcQ3LFj_$bO@_+b;qc}&xac@BA+dEq70 z9|E4Mt&*|ctVMnvc-oJ(Cv!-rwK~V|tVhT*=RQ^i1ooUt_;mh7Mg9Sz_3zPl|DwG6 z7vj-4-u)yI`(3*TnmIbi8QTllSlQZG|6rcu_yf-zfG6w+q*8%i z*x1m<$oMBS9uq6;4?euVa8HOC|D;l6rWgN7h6muTvjh+fIvfAwtuq7AecGED{%$TO zWaOZi(YG?DSNnJJ(VvWHztNBWPI*SJYG&m4fsl#uPj+Kmf;B(xJ??%!0^pYOY+)e(LMi?M zF7XfA|93LKzf(a>zta9p%)eeif5re9m>BD0W%-6B#=3EMAONty6kR}6e<9-^zzhFK z#^2}w|Bj5zztqW@|BjT5e+U{E3p-9SlkMe43bx3FY|wO`S1F{X-tfPp-N1wi&wPC~ z)QU-n<|blvUf>(?_SiJa8Z)W4Wx$y{5@n4t{P3t>K%l6P)f=U_CCCjj!O5ZpKd!(E zzy8v*@Zuh&OQ@PJRwWXv6-nHR{r*GQ1rTyxF?n};#3J!c|Mgr!Mx#Ae>79t&_*(+6 z%p|8ZjR6g-J~{&fdvh|oB%lh+IdKhhEwG6}ZhnR4IeiWD-b_x&k=3~Ji5Z2fb&=-k z+cq_Y5b@IGc}cf7g)2K5)iR0-R~fk#VT~ zpyDEttBreeaJQDi#yL$^wS=p#2CtwB?iTN*LKq=5gVl%G2CwJk%DY=m>-_emQi`DI zD_1LK-499gD|xj@sM#+gxZaRI;F^xv0N^ZYWBN9K(IftVKluke;&%$ge}0c(XZ)Xb z`{PMycwc@bAjYoMtFsg^Od$Em3VvyrFmW*bdae8!!*#s4s?rO~erQ4&AUlvy zRQ?Pg!R1{h;K2BW&NIRe_L({FFWgX6NXJO1k_8X8a`m^NcZ5tHbacI!v3G=Myx(ty zIa#~|O8S?--qd8g@$DBS*fHtQ1Q8~8@o6pu;-@@(x&CHt0wgHzb?rnv217{0L{kN1 zK*m*H-0$fM+)G$FLdi~#?0bHY`B-1YSpgFGabZSJH{;V^H1r=FOi@D|)H@{+`Akute;oJ^B`RzWe#^)oJbBc|${QTWGA4M;#TqigO|(-Qlz$^? z{LenPiCq2u6r=m0T|uHO*#up#9&dVjwTDj&kxqichacJvZi4=Cwn(e%Hz z)K7xhUsdMhQeiFDn zZLRK{TnBq>-#ZP4Z-u5wkG&c?>ocie=JmKeUPIj6Ji|l}B7{RmMU4j}(o0Qs)9wF6 z4oKosv-hPZAmqIi6L^z9y#A^;C(#W3r$*aWt?B7$K!zEi5QNC@8lYiBxO|>!vn=dE zAAyvW0U2z1vg_*Vnwpvb`TgD^1KET~OGrxU3oT*DV2v!tcndGyTwdC@&^hdmar(S? z8X6jsVq$-=w&p`2rJ_2xzt~x<*1Z!MYqVHYsZaynt0*b)h2L7z0QZ2+wEri+Tu4b5uc%NweFceQzmOK3Xil|d-6BWjzf60y)O&*mky4VP zK+6cCjJ{P4N|quyM-7kW%f(5{8_uJYLk|ntDQU%p2^01YhzUIJSJZUan)4}>(NxMl zmAN^fzHgOtxS*!Emr{%sjwU1du4bJVBSw0S76(=Lc^-Yw8#F5-GLnEnkKYl|z`&q8 zDTd>+tKvAwjlk1>uKWOGauvtD^Yc2!Ozr@@Tb3MwyqL%V6)C+0wW@B%5()|yi_uaj zGRaK)@Gur5F^Qd?)*O6ZGDi1FQip$`ks4Wg{WW1H44MR%VB9C~j2pt1X7ml~$8@9# z3UN9h^r^&8KMRoJ<=u$YX9i^s*bMsB`c~&dj z-?x0X=O9bZHyhCOkJ(sQS}Tf~d*>lJY`Nk&m3guU>VO4~8Yhh_!G>&Za?nE6iii#i8;;Nc&k5@GO$s6%>jle0IAl3PQF^cV(y_?ToOA2(oAa$5vdp41!kb5*{iw`9gt`| zcBHAd+BkeBv{*i;f|b$QR&J#y0)56kId>JfeBhqITW99u?YVSYX)e<+vcVFBP@Tae zdvC?{Ts<&Lu#epUfgmm+D~*ua0kK=DH7iWYO<`A}k5L?0z-v@3=zh!wcj|@L)!9vj zD{PuB&MCXt!pcx~7B?<5N+}Rh?Cj`#InMgd&0C*^_92ydSEX5E3+fF=*o{vBCTrs6 zi-x|ZT-R7goobc0m(U2kL-)JML@Z1Orf(Z3kQ4i95*}iC`XeSNLxEsK9|MG>L1<(*H&WhV?K|GIWq6WEY0KPr0vB{(rUqB)Pv+I1wG@9x0~q{nPs z4}R#Q&VbiL>j+6@z+m*orCp&uH6>|12TZ9w!<-z^2|~3jQ}M*6$97(kJM`A4c)k$q zs>Z_7+T7f*nVCV>3|N#2u+XSbCf@u#KRvev?s$E=d zBB;3Iu8enKbfJ?gm(AvsyBu>2AN%A$c}Z0tCiK&r{=&*)v9VMj8NZ}@9cg3V7MzH|(h*eM3y)3U$#n+qCYk4*l zDI>cfCT8bTQ4Ld@aXe(kmd>eBE@Mhd2S@h=8le{BqXeg|DEHuBjwAypz>b%4 zT)z%q#3wr4RHm7g>2Nys@db833n;A6d%egl;E@*Ww$@HvDlh{4IeVC4nGqS!F!a>k z-S-=kveR8aeBV-Gt#q)=`AyLP(-NwJlM9)V()43@3ST#A7&{RZ$mErZf)fP|QMJzF z@kHQp69N~wUkHh~zuv>JT|eETFvD}EQ(`+lUb3D~GDT81$wBbEt^wi*wTxi!b&R}x z5LvtO{<1Y&kQ$W`#m97=dvlbyKu;EFVac8^euQs$%TD8Ytk92i@e{H3od{lfBr#XP z)lv4-U5|;D3zG5c^p!U(pSUm*jt_~9a`fTg>ee5^QD#)4<=}~s571CKaJJB;nG1H` zy;@tTtROvU_7}hFxHzL=)rR*3A}t6OtP52{JWyW08E~uj7rYe{lk|;oJd|-2)aei+ z%1lxtI#71fwqAdJx1RC9fI~ARyP@Fh*s&n*z{@8?YW?+HoIa1%|%S#=2<8_l(!~*oW9r`*Ilo==a!O= z6Q%;2e$hm8v$*vmpUKY$2unyB^!o1U=4!?fcgRkwMhGcgctSy3JoHoL)JLS5X#{Wq z3NqpkIoI!?vf6^CD&zI^lFt!KB(LgHDbZgd_I^v zU{>v2tP&xPwI%henXp}~e5#!@ux2%UoxoG5$M$!GGddjq)>MCcfZ6V`sp=R)qhoHB zthH*tLysSFc=Y*DaIrjE^3)xfRJ6&66)bh4!u$1cYdSOi_So?WkXMQ}p7*=E?fI~b z$0WsplZ)5ka{NXoWR3MxE#{fkVzyg%tKFUc_UO!@Ir(^Or3So!dm)~S2SxUzjZLfQ zI}SXc)=fY@?awQN)?F3O&Fc}0j&Nf0=5RAjBN2DkM%AK-9#~>FP($ie^AhWXquk>+Sr7wP-qzf$X%L|nJG;kpZ(o901ggriAPjK1dwig z<8cDw4L*JoFd$<(AWN^OOmx{iAQ$NVeo3XItgI{zMtW9O)X(BxjC0^q=u%ZP;QJiD2Vds;JVi38s*fD?h*2}r6si^^$fjRa7_)3WA2qhuz;R2 z8poPBM1V=8zJ)6HFE-kLaDxALTVh39eM4h_zvqW*;BT5ler#xC1vV1nUpTkO-jzk=#Q7(YZ(gBxbL?q_CM4 z0+*18p6%>u(~;ip?Ps?vB>g;Xq1kk92gZosfppAi(c=6w;h2UA1K^m{u+WM=3wiAZ zOi@DlLumyT%jhDJ_7r%Q!Ud4zQOZ+HCZ8)LAfR;`CM13P9_Cnl8**?rfr^AdGu$@wCUN?D#2$ zA8tE%Cz0lF1eWnVwYl=ug!UEMtR=lZ5PJ7s=q}tV&2{0WlAk+I@)IXAs^9Gmt(x9~ zGa3*y86oP&WeNMoJd=g`wI$TCj(*MBxn_H>7|!8tG{cB)F}@X)Bj^HxY(_|AmWV$1 z`g}un((`Jlb_9LnRdp3uWe_6(@x~~o=M^l>4&8$jdPLQE=rd0ZsHt1;Hh0THz3DMh z)}n5$BIjqi0Z~TgCduU`SglHu?d>_2I`}hb_7Y8Xkm@cv28k8{-_e%E{NgI*dtanG zetwgVK6Be6Gah2d+L3j$Pi4&{+a)*Xh9Z{sNAqrOTkdZ3~7M z5#;=?J7o*FY3(!-p^CedoRprWpoEd5l!TNyOXP8W_M*R`A@hzC z2UsiE{lfzXI9QOBum3bORo^GTd`QKo@eJvFywPd1xWUWqQkkt}YLbeDjFm1(a4)ue{UR>5D$%g$(6n@8|Q~p1z@I0v^|!o1^0DRo;^i7-o*w8WMsH z